warning: commands will be executed using /bin/sh
job 2617 at Fri Oct  3 17:46:00 2014
FileBase	/buz4/andresg/Cicero/Cicero09052014_reo/Cicero09052014_reo
ElecNo	8
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	1111111111111111111111111111110
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	0.600000
Subset	2
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 1799619 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 899809 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47694 members 
Mstep: Class 2 contains 47387 members 
Mstep: Class 3 contains 47372 members 
Mstep: Class 4 contains 47166 members 
Mstep: Class 5 contains 47234 members 
Mstep: Class 6 contains 47216 members 
Mstep: Class 7 contains 47372 members 
Mstep: Class 8 contains 47394 members 
Mstep: Class 9 contains 47092 members 
Mstep: Class 10 contains 47312 members 
Mstep: Class 11 contains 47792 members 
Mstep: Class 12 contains 46967 members 
Mstep: Class 13 contains 47503 members 
Mstep: Class 14 contains 47571 members 
Mstep: Class 15 contains 47448 members 
Mstep: Class 16 contains 47644 members 
Mstep: Class 17 contains 47116 members 
Mstep: Class 18 contains 47038 members 
Mstep: Class 19 contains 47491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1322.542480 but Gain 2040.035156
Score: -83851640.000000 Penalty: 36720.699219
Iteration 0F: 19 clusters Score -8.385164e+07 nChanged 849171
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 55110 members 
Mstep: Class 2 contains 24553 members 
Mstep: Class 3 contains 33322 members 
Mstep: Class 5 contains 70454 members 
Mstep: Class 6 contains 62787 members 
Mstep: Class 7 contains 90439 members 
Mstep: Class 8 contains 35049 members 
Mstep: Class 9 contains 37384 members 
Mstep: Class 10 contains 54520 members 
Mstep: Class 11 contains 85156 members 
Mstep: Class 12 contains 32607 members 
Mstep: Class 13 contains 33442 members 
Mstep: Class 14 contains 21887 members 
Mstep: Class 15 contains 59807 members 
Mstep: Class 16 contains 25506 members 
Mstep: Class 17 contains 67618 members 
Mstep: Class 18 contains 44047 members 
Mstep: Class 19 contains 65656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85622096.000000 Penalty: 36720.699219
Iteration 1F: 19 clusters Score -8.56221e+07 nChanged 345596
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 57023 members 
Mstep: Class 2 contains 16909 members 
Mstep: Class 3 contains 31791 members 
Mstep: Class 5 contains 98906 members 
Mstep: Class 6 contains 71349 members 
Mstep: Class 7 contains 94805 members 
Mstep: Class 8 contains 23782 members 
Mstep: Class 9 contains 50790 members 
Mstep: Class 10 contains 34898 members 
Mstep: Class 11 contains 73781 members 
Mstep: Class 12 contains 26525 members 
Mstep: Class 13 contains 28779 members 
Mstep: Class 14 contains 20589 members 
Mstep: Class 15 contains 55247 members 
Mstep: Class 16 contains 23202 members 
Mstep: Class 17 contains 92782 members 
Mstep: Class 18 contains 41435 members 
Mstep: Class 19 contains 57043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86320096.000000 Penalty: 36720.699219
Iteration 2F: 19 clusters Score -8.63201e+07 nChanged 278818
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 65754 members 
Mstep: Class 2 contains 12237 members 
Mstep: Class 3 contains 40208 members 
Mstep: Class 5 contains 121969 members 
Mstep: Class 6 contains 69688 members 
Mstep: Class 7 contains 101649 members 
Mstep: Class 8 contains 15605 members 
Mstep: Class 9 contains 60780 members 
Mstep: Class 10 contains 22686 members 
Mstep: Class 11 contains 59636 members 
Mstep: Class 12 contains 22729 members 
Mstep: Class 13 contains 29339 members 
Mstep: Class 14 contains 20867 members 
Mstep: Class 15 contains 49018 members 
Mstep: Class 16 contains 21582 members 
Mstep: Class 17 contains 105913 members 
Mstep: Class 18 contains 38971 members 
Mstep: Class 19 contains 41078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86766536.000000 Penalty: 36720.699219
Iteration 3F: 19 clusters Score -8.676654e+07 nChanged 214934
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 78186 members 
Mstep: Class 2 contains 11511 members 
Mstep: Class 3 contains 47985 members 
Mstep: Class 5 contains 138903 members 
Mstep: Class 6 contains 65241 members 
Mstep: Class 7 contains 103096 members 
Mstep: Class 8 contains 10900 members 
Mstep: Class 9 contains 68487 members 
Mstep: Class 10 contains 17229 members 
Mstep: Class 11 contains 47158 members 
Mstep: Class 12 contains 19473 members 
Mstep: Class 13 contains 34202 members 
Mstep: Class 14 contains 20844 members 
Mstep: Class 15 contains 42365 members 
Mstep: Class 16 contains 20789 members 
Mstep: Class 17 contains 109909 members 
Mstep: Class 18 contains 37329 members 
Mstep: Class 19 contains 26110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87069624.000000 Penalty: 36720.699219
Iteration 4F: 19 clusters Score -8.706962e+07 nChanged 163156
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 90374 members 
Mstep: Class 2 contains 12009 members 
Mstep: Class 3 contains 52236 members 
Mstep: Class 5 contains 152027 members 
Mstep: Class 6 contains 61315 members 
Mstep: Class 7 contains 101522 members 
Mstep: Class 8 contains 8873 members 
Mstep: Class 9 contains 76290 members 
Mstep: Class 10 contains 15685 members 
Mstep: Class 11 contains 36790 members 
Mstep: Class 12 contains 15919 members 
Mstep: Class 13 contains 36344 members 
Mstep: Class 14 contains 20313 members 
Mstep: Class 15 contains 35890 members 
Mstep: Class 16 contains 21935 members 
Mstep: Class 17 contains 110842 members 
Mstep: Class 18 contains 35810 members 
Mstep: Class 19 contains 15542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87268152.000000 Penalty: 36720.699219
Iteration 5F: 19 clusters Score -8.726815e+07 nChanged 122816
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 98720 members 
Mstep: Class 2 contains 12015 members 
Mstep: Class 3 contains 55419 members 
Mstep: Class 5 contains 159628 members 
Mstep: Class 6 contains 59815 members 
Mstep: Class 7 contains 98977 members 
Mstep: Class 8 contains 8348 members 
Mstep: Class 9 contains 82642 members 
Mstep: Class 10 contains 16238 members 
Mstep: Class 11 contains 28818 members 
Mstep: Class 12 contains 13028 members 
Mstep: Class 13 contains 34501 members 
Mstep: Class 14 contains 19712 members 
Mstep: Class 15 contains 30032 members 
Mstep: Class 16 contains 24248 members 
Mstep: Class 17 contains 113328 members 
Mstep: Class 18 contains 34791 members 
Mstep: Class 19 contains 9459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87383768.000000 Penalty: 36720.699219
Iteration 6F: 19 clusters Score -8.738377e+07 nChanged 89325
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 103418 members 
Mstep: Class 2 contains 11627 members 
Mstep: Class 3 contains 57447 members 
Mstep: Class 5 contains 162970 members 
Mstep: Class 6 contains 60349 members 
Mstep: Class 7 contains 96218 members 
Mstep: Class 8 contains 8299 members 
Mstep: Class 9 contains 86353 members 
Mstep: Class 10 contains 17771 members 
Mstep: Class 11 contains 23541 members 
Mstep: Class 12 contains 11067 members 
Mstep: Class 13 contains 31646 members 
Mstep: Class 14 contains 19099 members 
Mstep: Class 15 contains 25434 members 
Mstep: Class 16 contains 26696 members 
Mstep: Class 17 contains 116697 members 
Mstep: Class 18 contains 34340 members 
Mstep: Class 19 contains 6746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87451072.000000 Penalty: 36720.699219
Iteration 7F: 19 clusters Score -8.745107e+07 nChanged 65667
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 106021 members 
Mstep: Class 2 contains 11063 members 
Mstep: Class 3 contains 58730 members 
Mstep: Class 5 contains 164126 members 
Mstep: Class 6 contains 60955 members 
Mstep: Class 7 contains 93797 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 88428 members 
Mstep: Class 10 contains 19688 members 
Mstep: Class 11 contains 20349 members 
Mstep: Class 12 contains 10315 members 
Mstep: Class 13 contains 29170 members 
Mstep: Class 14 contains 18391 members 
Mstep: Class 15 contains 22274 members 
Mstep: Class 16 contains 28365 members 
Mstep: Class 17 contains 119695 members 
Mstep: Class 18 contains 34088 members 
Mstep: Class 19 contains 5997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87492040.000000 Penalty: 36720.699219
Iteration 8F: 19 clusters Score -8.749204e+07 nChanged 51010
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 107264 members 
Mstep: Class 2 contains 10595 members 
Mstep: Class 3 contains 59201 members 
Mstep: Class 5 contains 164605 members 
Mstep: Class 6 contains 60962 members 
Mstep: Class 7 contains 91660 members 
Mstep: Class 8 contains 8290 members 
Mstep: Class 9 contains 89417 members 
Mstep: Class 10 contains 21544 members 
Mstep: Class 11 contains 18188 members 
Mstep: Class 12 contains 10467 members 
Mstep: Class 13 contains 27382 members 
Mstep: Class 14 contains 17747 members 
Mstep: Class 15 contains 20184 members 
Mstep: Class 16 contains 29313 members 
Mstep: Class 17 contains 122662 members 
Mstep: Class 18 contains 34147 members 
Mstep: Class 19 contains 6095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87521808.000000 Penalty: 36720.699219
Iteration 9F: 19 clusters Score -8.752181e+07 nChanged 42309
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 107730 members 
Mstep: Class 2 contains 10189 members 
Mstep: Class 3 contains 58950 members 
Mstep: Class 5 contains 164507 members 
Mstep: Class 6 contains 60782 members 
Mstep: Class 7 contains 89713 members 
Mstep: Class 8 contains 8400 members 
Mstep: Class 9 contains 89591 members 
Mstep: Class 10 contains 23330 members 
Mstep: Class 11 contains 16696 members 
Mstep: Class 12 contains 11689 members 
Mstep: Class 13 contains 26147 members 
Mstep: Class 14 contains 17326 members 
Mstep: Class 15 contains 18704 members 
Mstep: Class 16 contains 29901 members 
Mstep: Class 17 contains 125416 members 
Mstep: Class 18 contains 34213 members 
Mstep: Class 19 contains 6441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87545432.000000 Penalty: 36720.699219
Iteration 10Q: 19 clusters Score -8.754543e+07 nChanged 37003
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 107578 members 
Mstep: Class 2 contains 9879 members 
Mstep: Class 3 contains 58021 members 
Mstep: Class 5 contains 164305 members 
Mstep: Class 6 contains 60392 members 
Mstep: Class 7 contains 87813 members 
Mstep: Class 8 contains 8644 members 
Mstep: Class 9 contains 89032 members 
Mstep: Class 10 contains 24921 members 
Mstep: Class 11 contains 15596 members 
Mstep: Class 12 contains 13527 members 
Mstep: Class 13 contains 25347 members 
Mstep: Class 14 contains 17012 members 
Mstep: Class 15 contains 17685 members 
Mstep: Class 16 contains 30319 members 
Mstep: Class 17 contains 128494 members 
Mstep: Class 18 contains 34348 members 
Mstep: Class 19 contains 6813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87564240.000000 Penalty: 36720.699219
Iteration 11Q: 19 clusters Score -8.756424e+07 nChanged 33118
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 106980 members 
Mstep: Class 2 contains 9692 members 
Mstep: Class 3 contains 56693 members 
Mstep: Class 5 contains 164044 members 
Mstep: Class 6 contains 59933 members 
Mstep: Class 7 contains 85940 members 
Mstep: Class 8 contains 8975 members 
Mstep: Class 9 contains 87851 members 
Mstep: Class 10 contains 26370 members 
Mstep: Class 11 contains 14765 members 
Mstep: Class 12 contains 15698 members 
Mstep: Class 13 contains 24834 members 
Mstep: Class 14 contains 16720 members 
Mstep: Class 15 contains 16990 members 
Mstep: Class 16 contains 30669 members 
Mstep: Class 17 contains 131768 members 
Mstep: Class 18 contains 34528 members 
Mstep: Class 19 contains 7275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87582704.000000 Penalty: 36720.699219
Iteration 12Q: 19 clusters Score -8.75827e+07 nChanged 30210
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 105968 members 
Mstep: Class 2 contains 9616 members 
Mstep: Class 3 contains 55269 members 
Mstep: Class 5 contains 163930 members 
Mstep: Class 6 contains 59592 members 
Mstep: Class 7 contains 84024 members 
Mstep: Class 8 contains 9313 members 
Mstep: Class 9 contains 86190 members 
Mstep: Class 10 contains 27784 members 
Mstep: Class 11 contains 14126 members 
Mstep: Class 12 contains 17903 members 
Mstep: Class 13 contains 24432 members 
Mstep: Class 14 contains 16435 members 
Mstep: Class 15 contains 16441 members 
Mstep: Class 16 contains 30963 members 
Mstep: Class 17 contains 135019 members 
Mstep: Class 18 contains 34816 members 
Mstep: Class 19 contains 7904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87597688.000000 Penalty: 36720.699219
Iteration 13Q: 19 clusters Score -8.759769e+07 nChanged 27799
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 105109 members 
Mstep: Class 2 contains 9585 members 
Mstep: Class 3 contains 54033 members 
Mstep: Class 5 contains 163936 members 
Mstep: Class 6 contains 59250 members 
Mstep: Class 7 contains 82045 members 
Mstep: Class 8 contains 9609 members 
Mstep: Class 9 contains 84159 members 
Mstep: Class 10 contains 29105 members 
Mstep: Class 11 contains 13590 members 
Mstep: Class 12 contains 20200 members 
Mstep: Class 13 contains 24001 members 
Mstep: Class 14 contains 16227 members 
Mstep: Class 15 contains 16063 members 
Mstep: Class 16 contains 31196 members 
Mstep: Class 17 contains 138228 members 
Mstep: Class 18 contains 34959 members 
Mstep: Class 19 contains 8430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87610632.000000 Penalty: 36720.699219
Iteration 14Q: 19 clusters Score -8.761063e+07 nChanged 25297
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 104320 members 
Mstep: Class 2 contains 9621 members 
Mstep: Class 3 contains 53146 members 
Mstep: Class 5 contains 163979 members 
Mstep: Class 6 contains 58967 members 
Mstep: Class 7 contains 80234 members 
Mstep: Class 8 contains 9798 members 
Mstep: Class 9 contains 82009 members 
Mstep: Class 10 contains 30351 members 
Mstep: Class 11 contains 13125 members 
Mstep: Class 12 contains 22405 members 
Mstep: Class 13 contains 23546 members 
Mstep: Class 14 contains 16049 members 
Mstep: Class 15 contains 15815 members 
Mstep: Class 16 contains 31369 members 
Mstep: Class 17 contains 141238 members 
Mstep: Class 18 contains 34922 members 
Mstep: Class 19 contains 8831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87621056.000000 Penalty: 36720.699219
Iteration 15Q: 19 clusters Score -8.762106e+07 nChanged 23326
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 103719 members 
Mstep: Class 2 contains 9663 members 
Mstep: Class 3 contains 52544 members 
Mstep: Class 5 contains 163896 members 
Mstep: Class 6 contains 58787 members 
Mstep: Class 7 contains 78515 members 
Mstep: Class 8 contains 9859 members 
Mstep: Class 9 contains 79730 members 
Mstep: Class 10 contains 31500 members 
Mstep: Class 11 contains 12770 members 
Mstep: Class 12 contains 24562 members 
Mstep: Class 13 contains 23001 members 
Mstep: Class 14 contains 15949 members 
Mstep: Class 15 contains 15830 members 
Mstep: Class 16 contains 31482 members 
Mstep: Class 17 contains 144007 members 
Mstep: Class 18 contains 34719 members 
Mstep: Class 19 contains 9193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87631064.000000 Penalty: 36720.699219
Iteration 16Q: 19 clusters Score -8.763106e+07 nChanged 21937
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 103146 members 
Mstep: Class 2 contains 9739 members 
Mstep: Class 3 contains 52248 members 
Mstep: Class 5 contains 163703 members 
Mstep: Class 6 contains 58726 members 
Mstep: Class 7 contains 76759 members 
Mstep: Class 8 contains 9843 members 
Mstep: Class 9 contains 77478 members 
Mstep: Class 10 contains 32598 members 
Mstep: Class 11 contains 12459 members 
Mstep: Class 12 contains 26671 members 
Mstep: Class 13 contains 22296 members 
Mstep: Class 14 contains 15929 members 
Mstep: Class 15 contains 16284 members 
Mstep: Class 16 contains 31477 members 
Mstep: Class 17 contains 146461 members 
Mstep: Class 18 contains 34423 members 
Mstep: Class 19 contains 9486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87641344.000000 Penalty: 36720.699219
Iteration 17Q: 19 clusters Score -8.764134e+07 nChanged 20563
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 102735 members 
Mstep: Class 2 contains 9775 members 
Mstep: Class 3 contains 52076 members 
Mstep: Class 5 contains 163360 members 
Mstep: Class 6 contains 58628 members 
Mstep: Class 7 contains 75294 members 
Mstep: Class 8 contains 9753 members 
Mstep: Class 9 contains 75096 members 
Mstep: Class 10 contains 33707 members 
Mstep: Class 11 contains 12213 members 
Mstep: Class 12 contains 28466 members 
Mstep: Class 13 contains 21500 members 
Mstep: Class 14 contains 16015 members 
Mstep: Class 15 contains 17401 members 
Mstep: Class 16 contains 31372 members 
Mstep: Class 17 contains 148392 members 
Mstep: Class 18 contains 34243 members 
Mstep: Class 19 contains 9700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87648704.000000 Penalty: 36720.699219
Iteration 18Q: 19 clusters Score -8.76487e+07 nChanged 18476
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 102502 members 
Mstep: Class 2 contains 9810 members 
Mstep: Class 3 contains 52018 members 
Mstep: Class 5 contains 163033 members 
Mstep: Class 6 contains 58342 members 
Mstep: Class 7 contains 74059 members 
Mstep: Class 8 contains 9614 members 
Mstep: Class 9 contains 72753 members 
Mstep: Class 10 contains 34704 members 
Mstep: Class 11 contains 12029 members 
Mstep: Class 12 contains 29880 members 
Mstep: Class 13 contains 20626 members 
Mstep: Class 14 contains 16121 members 
Mstep: Class 15 contains 18669 members 
Mstep: Class 16 contains 31297 members 
Mstep: Class 17 contains 150109 members 
Mstep: Class 18 contains 34265 members 
Mstep: Class 19 contains 9895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87654336.000000 Penalty: 36720.699219
Iteration 19Q: 19 clusters Score -8.765434e+07 nChanged 16406
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 102299 members 
Mstep: Class 2 contains 9842 members 
Mstep: Class 3 contains 52056 members 
Mstep: Class 5 contains 162684 members 
Mstep: Class 6 contains 57952 members 
Mstep: Class 7 contains 73018 members 
Mstep: Class 8 contains 9438 members 
Mstep: Class 9 contains 70564 members 
Mstep: Class 10 contains 35681 members 
Mstep: Class 11 contains 11872 members 
Mstep: Class 12 contains 31015 members 
Mstep: Class 13 contains 19861 members 
Mstep: Class 14 contains 16288 members 
Mstep: Class 15 contains 19667 members 
Mstep: Class 16 contains 31364 members 
Mstep: Class 17 contains 151669 members 
Mstep: Class 18 contains 34356 members 
Mstep: Class 19 contains 10100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87660112.000000 Penalty: 36720.699219
Iteration 20F: 19 clusters Score -8.766011e+07 nChanged 15138
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 102033 members 
Mstep: Class 2 contains 9819 members 
Mstep: Class 3 contains 52110 members 
Mstep: Class 5 contains 162289 members 
Mstep: Class 6 contains 57541 members 
Mstep: Class 7 contains 72129 members 
Mstep: Class 8 contains 9239 members 
Mstep: Class 9 contains 68533 members 
Mstep: Class 10 contains 36535 members 
Mstep: Class 11 contains 11652 members 
Mstep: Class 12 contains 32254 members 
Mstep: Class 13 contains 19081 members 
Mstep: Class 14 contains 16505 members 
Mstep: Class 15 contains 20619 members 
Mstep: Class 16 contains 31547 members 
Mstep: Class 17 contains 153073 members 
Mstep: Class 18 contains 34350 members 
Mstep: Class 19 contains 10420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87665248.000000 Penalty: 36720.699219
Iteration 21Q: 19 clusters Score -8.766525e+07 nChanged 13420
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 101947 members 
Mstep: Class 2 contains 9810 members 
Mstep: Class 3 contains 52178 members 
Mstep: Class 5 contains 161774 members 
Mstep: Class 6 contains 57105 members 
Mstep: Class 7 contains 71492 members 
Mstep: Class 8 contains 9021 members 
Mstep: Class 9 contains 66629 members 
Mstep: Class 10 contains 37232 members 
Mstep: Class 11 contains 11467 members 
Mstep: Class 12 contains 33235 members 
Mstep: Class 13 contains 18366 members 
Mstep: Class 14 contains 16746 members 
Mstep: Class 15 contains 21507 members 
Mstep: Class 16 contains 31798 members 
Mstep: Class 17 contains 154453 members 
Mstep: Class 18 contains 34302 members 
Mstep: Class 19 contains 10668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87667592.000000 Penalty: 36720.699219
Iteration 22Q: 19 clusters Score -8.766759e+07 nChanged 12341
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 101975 members 
Mstep: Class 2 contains 9801 members 
Mstep: Class 3 contains 52248 members 
Mstep: Class 5 contains 161255 members 
Mstep: Class 6 contains 56721 members 
Mstep: Class 7 contains 70809 members 
Mstep: Class 8 contains 8806 members 
Mstep: Class 9 contains 64750 members 
Mstep: Class 10 contains 37782 members 
Mstep: Class 11 contains 11344 members 
Mstep: Class 12 contains 34074 members 
Mstep: Class 13 contains 17776 members 
Mstep: Class 14 contains 17016 members 
Mstep: Class 15 contains 22450 members 
Mstep: Class 16 contains 32069 members 
Mstep: Class 17 contains 155789 members 
Mstep: Class 18 contains 34212 members 
Mstep: Class 19 contains 10854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87670272.000000 Penalty: 36720.699219
Iteration 23Q: 19 clusters Score -8.767027e+07 nChanged 11375
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 102114 members 
Mstep: Class 2 contains 9792 members 
Mstep: Class 3 contains 52283 members 
Mstep: Class 5 contains 160751 members 
Mstep: Class 6 contains 56359 members 
Mstep: Class 7 contains 70234 members 
Mstep: Class 8 contains 8601 members 
Mstep: Class 9 contains 62866 members 
Mstep: Class 10 contains 38204 members 
Mstep: Class 11 contains 11228 members 
Mstep: Class 12 contains 34771 members 
Mstep: Class 13 contains 17330 members 
Mstep: Class 14 contains 17307 members 
Mstep: Class 15 contains 23396 members 
Mstep: Class 16 contains 32293 members 
Mstep: Class 17 contains 157064 members 
Mstep: Class 18 contains 34127 members 
Mstep: Class 19 contains 11011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87673432.000000 Penalty: 36720.699219
Iteration 24Q: 19 clusters Score -8.767343e+07 nChanged 10324
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 102150 members 
Mstep: Class 2 contains 9752 members 
Mstep: Class 3 contains 52313 members 
Mstep: Class 5 contains 160301 members 
Mstep: Class 6 contains 56075 members 
Mstep: Class 7 contains 69806 members 
Mstep: Class 8 contains 8448 members 
Mstep: Class 9 contains 60955 members 
Mstep: Class 10 contains 38461 members 
Mstep: Class 11 contains 11115 members 
Mstep: Class 12 contains 35377 members 
Mstep: Class 13 contains 17059 members 
Mstep: Class 14 contains 17604 members 
Mstep: Class 15 contains 24398 members 
Mstep: Class 16 contains 32473 members 
Mstep: Class 17 contains 158229 members 
Mstep: Class 18 contains 34048 members 
Mstep: Class 19 contains 11167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87676016.000000 Penalty: 36720.699219
Iteration 25Q: 19 clusters Score -8.767602e+07 nChanged 9549
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 102213 members 
Mstep: Class 2 contains 9694 members 
Mstep: Class 3 contains 52322 members 
Mstep: Class 5 contains 159941 members 
Mstep: Class 6 contains 55827 members 
Mstep: Class 7 contains 69382 members 
Mstep: Class 8 contains 8312 members 
Mstep: Class 9 contains 59004 members 
Mstep: Class 10 contains 38446 members 
Mstep: Class 11 contains 11006 members 
Mstep: Class 12 contains 35855 members 
Mstep: Class 13 contains 17036 members 
Mstep: Class 14 contains 17907 members 
Mstep: Class 15 contains 25538 members 
Mstep: Class 16 contains 32630 members 
Mstep: Class 17 contains 159330 members 
Mstep: Class 18 contains 33992 members 
Mstep: Class 19 contains 11296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87678640.000000 Penalty: 36720.699219
Iteration 26Q: 19 clusters Score -8.767864e+07 nChanged 9373
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 102229 members 
Mstep: Class 2 contains 9607 members 
Mstep: Class 3 contains 52316 members 
Mstep: Class 5 contains 159571 members 
Mstep: Class 6 contains 55619 members 
Mstep: Class 7 contains 69014 members 
Mstep: Class 8 contains 8187 members 
Mstep: Class 9 contains 56851 members 
Mstep: Class 10 contains 38312 members 
Mstep: Class 11 contains 10928 members 
Mstep: Class 12 contains 36314 members 
Mstep: Class 13 contains 17129 members 
Mstep: Class 14 contains 18241 members 
Mstep: Class 15 contains 26876 members 
Mstep: Class 16 contains 32716 members 
Mstep: Class 17 contains 160417 members 
Mstep: Class 18 contains 33975 members 
Mstep: Class 19 contains 11429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87681768.000000 Penalty: 36720.699219
Iteration 27Q: 19 clusters Score -8.768177e+07 nChanged 9185
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 102163 members 
Mstep: Class 2 contains 9483 members 
Mstep: Class 3 contains 52318 members 
Mstep: Class 5 contains 159172 members 
Mstep: Class 6 contains 55496 members 
Mstep: Class 7 contains 68731 members 
Mstep: Class 8 contains 8085 members 
Mstep: Class 9 contains 54518 members 
Mstep: Class 10 contains 38028 members 
Mstep: Class 11 contains 10854 members 
Mstep: Class 12 contains 36742 members 
Mstep: Class 13 contains 17370 members 
Mstep: Class 14 contains 18553 members 
Mstep: Class 15 contains 28467 members 
Mstep: Class 16 contains 32777 members 
Mstep: Class 17 contains 161434 members 
Mstep: Class 18 contains 33980 members 
Mstep: Class 19 contains 11561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87686432.000000 Penalty: 36720.699219
Iteration 28Q: 19 clusters Score -8.768643e+07 nChanged 9095
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 102003 members 
Mstep: Class 2 contains 9333 members 
Mstep: Class 3 contains 52300 members 
Mstep: Class 5 contains 158814 members 
Mstep: Class 6 contains 55374 members 
Mstep: Class 7 contains 68552 members 
Mstep: Class 8 contains 8015 members 
Mstep: Class 9 contains 52309 members 
Mstep: Class 10 contains 37558 members 
Mstep: Class 11 contains 10787 members 
Mstep: Class 12 contains 37136 members 
Mstep: Class 13 contains 17770 members 
Mstep: Class 14 contains 18814 members 
Mstep: Class 15 contains 29977 members 
Mstep: Class 16 contains 32824 members 
Mstep: Class 17 contains 162432 members 
Mstep: Class 18 contains 34026 members 
Mstep: Class 19 contains 11708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87691056.000000 Penalty: 36720.699219
Iteration 29Q: 19 clusters Score -8.769106e+07 nChanged 8454
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 101744 members 
Mstep: Class 2 contains 9173 members 
Mstep: Class 3 contains 52268 members 
Mstep: Class 5 contains 158511 members 
Mstep: Class 6 contains 55273 members 
Mstep: Class 7 contains 68418 members 
Mstep: Class 8 contains 7969 members 
Mstep: Class 9 contains 51155 members 
Mstep: Class 10 contains 36998 members 
Mstep: Class 11 contains 10701 members 
Mstep: Class 12 contains 37516 members 
Mstep: Class 13 contains 18284 members 
Mstep: Class 14 contains 19013 members 
Mstep: Class 15 contains 30521 members 
Mstep: Class 16 contains 32866 members 
Mstep: Class 17 contains 163378 members 
Mstep: Class 18 contains 34106 members 
Mstep: Class 19 contains 11838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87693968.000000 Penalty: 36720.699219
Iteration 30Q: 19 clusters Score -8.769397e+07 nChanged 6922
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 101469 members 
Mstep: Class 2 contains 8961 members 
Mstep: Class 3 contains 52247 members 
Mstep: Class 5 contains 158239 members 
Mstep: Class 6 contains 55090 members 
Mstep: Class 7 contains 68413 members 
Mstep: Class 8 contains 7922 members 
Mstep: Class 9 contains 50777 members 
Mstep: Class 10 contains 36462 members 
Mstep: Class 11 contains 10631 members 
Mstep: Class 12 contains 37875 members 
Mstep: Class 13 contains 18814 members 
Mstep: Class 14 contains 19215 members 
Mstep: Class 15 contains 30318 members 
Mstep: Class 16 contains 32893 members 
Mstep: Class 17 contains 164241 members 
Mstep: Class 18 contains 34209 members 
Mstep: Class 19 contains 11956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87695280.000000 Penalty: 36720.699219
Iteration 31Q: 19 clusters Score -8.769528e+07 nChanged 6128
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 101186 members 
Mstep: Class 2 contains 8713 members 
Mstep: Class 3 contains 52221 members 
Mstep: Class 5 contains 157956 members 
Mstep: Class 6 contains 54898 members 
Mstep: Class 7 contains 68486 members 
Mstep: Class 8 contains 7902 members 
Mstep: Class 9 contains 50639 members 
Mstep: Class 10 contains 35864 members 
Mstep: Class 11 contains 10590 members 
Mstep: Class 12 contains 38196 members 
Mstep: Class 13 contains 19385 members 
Mstep: Class 14 contains 19385 members 
Mstep: Class 15 contains 29915 members 
Mstep: Class 16 contains 32918 members 
Mstep: Class 17 contains 165065 members 
Mstep: Class 18 contains 34348 members 
Mstep: Class 19 contains 12065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87696064.000000 Penalty: 36720.699219
Iteration 32Q: 19 clusters Score -8.769606e+07 nChanged 5598
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 100884 members 
Mstep: Class 2 contains 8487 members 
Mstep: Class 3 contains 52204 members 
Mstep: Class 5 contains 157715 members 
Mstep: Class 6 contains 54728 members 
Mstep: Class 7 contains 68607 members 
Mstep: Class 8 contains 7870 members 
Mstep: Class 9 contains 50589 members 
Mstep: Class 10 contains 35243 members 
Mstep: Class 11 contains 10572 members 
Mstep: Class 12 contains 38467 members 
Mstep: Class 13 contains 19911 members 
Mstep: Class 14 contains 19523 members 
Mstep: Class 15 contains 29473 members 
Mstep: Class 16 contains 32968 members 
Mstep: Class 17 contains 165840 members 
Mstep: Class 18 contains 34495 members 
Mstep: Class 19 contains 12156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87697304.000000 Penalty: 36720.699219
Iteration 33Q: 19 clusters Score -8.76973e+07 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 100574 members 
Mstep: Class 2 contains 8262 members 
Mstep: Class 3 contains 52192 members 
Mstep: Class 5 contains 157507 members 
Mstep: Class 6 contains 54572 members 
Mstep: Class 7 contains 68789 members 
Mstep: Class 8 contains 7874 members 
Mstep: Class 9 contains 50579 members 
Mstep: Class 10 contains 34576 members 
Mstep: Class 11 contains 10549 members 
Mstep: Class 12 contains 38685 members 
Mstep: Class 13 contains 20387 members 
Mstep: Class 14 contains 19639 members 
Mstep: Class 15 contains 29032 members 
Mstep: Class 16 contains 33034 members 
Mstep: Class 17 contains 166638 members 
Mstep: Class 18 contains 34630 members 
Mstep: Class 19 contains 12213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87698024.000000 Penalty: 36720.699219
Iteration 34Q: 19 clusters Score -8.769802e+07 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 100243 members 
Mstep: Class 2 contains 8097 members 
Mstep: Class 3 contains 52184 members 
Mstep: Class 5 contains 157298 members 
Mstep: Class 6 contains 54497 members 
Mstep: Class 7 contains 68945 members 
Mstep: Class 8 contains 7835 members 
Mstep: Class 9 contains 50571 members 
Mstep: Class 10 contains 33923 members 
Mstep: Class 11 contains 10520 members 
Mstep: Class 12 contains 38898 members 
Mstep: Class 13 contains 20854 members 
Mstep: Class 14 contains 19749 members 
Mstep: Class 15 contains 28632 members 
Mstep: Class 16 contains 33091 members 
Mstep: Class 17 contains 167367 members 
Mstep: Class 18 contains 34750 members 
Mstep: Class 19 contains 12278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87698632.000000 Penalty: 36720.699219
Iteration 35Q: 19 clusters Score -8.769863e+07 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 99884 members 
Mstep: Class 2 contains 7978 members 
Mstep: Class 3 contains 52182 members 
Mstep: Class 5 contains 157143 members 
Mstep: Class 6 contains 54413 members 
Mstep: Class 7 contains 69092 members 
Mstep: Class 8 contains 7798 members 
Mstep: Class 9 contains 50567 members 
Mstep: Class 10 contains 33305 members 
Mstep: Class 11 contains 10484 members 
Mstep: Class 12 contains 39111 members 
Mstep: Class 13 contains 21263 members 
Mstep: Class 14 contains 19852 members 
Mstep: Class 15 contains 28285 members 
Mstep: Class 16 contains 33145 members 
Mstep: Class 17 contains 168036 members 
Mstep: Class 18 contains 34865 members 
Mstep: Class 19 contains 12329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87699480.000000 Penalty: 36720.699219
Iteration 36Q: 19 clusters Score -8.769948e+07 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 99573 members 
Mstep: Class 2 contains 7916 members 
Mstep: Class 3 contains 52161 members 
Mstep: Class 5 contains 156962 members 
Mstep: Class 6 contains 54341 members 
Mstep: Class 7 contains 69154 members 
Mstep: Class 8 contains 7788 members 
Mstep: Class 9 contains 50565 members 
Mstep: Class 10 contains 32720 members 
Mstep: Class 11 contains 10444 members 
Mstep: Class 12 contains 39327 members 
Mstep: Class 13 contains 21646 members 
Mstep: Class 14 contains 19937 members 
Mstep: Class 15 contains 27964 members 
Mstep: Class 16 contains 33212 members 
Mstep: Class 17 contains 168693 members 
Mstep: Class 18 contains 34965 members 
Mstep: Class 19 contains 12364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87700048.000000 Penalty: 36720.699219
Iteration 37Q: 19 clusters Score -8.770005e+07 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 99260 members 
Mstep: Class 2 contains 7874 members 
Mstep: Class 3 contains 52146 members 
Mstep: Class 5 contains 156772 members 
Mstep: Class 6 contains 54291 members 
Mstep: Class 7 contains 69178 members 
Mstep: Class 8 contains 7774 members 
Mstep: Class 9 contains 50553 members 
Mstep: Class 10 contains 32181 members 
Mstep: Class 11 contains 10402 members 
Mstep: Class 12 contains 39552 members 
Mstep: Class 13 contains 22010 members 
Mstep: Class 14 contains 20017 members 
Mstep: Class 15 contains 27653 members 
Mstep: Class 16 contains 33262 members 
Mstep: Class 17 contains 169322 members 
Mstep: Class 18 contains 35076 members 
Mstep: Class 19 contains 12409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87700432.000000 Penalty: 36720.699219
Iteration 38Q: 19 clusters Score -8.770043e+07 nChanged 3374
Entering ConstructFrom: 
Score: -87700432.000000 Penalty: 36720.699219
Entering ConstructFrom: 
Trying to split cluster 1 (98886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98886 members 
Entering Unmasked Estep 
Score: -9915526.000000 Penalty: 1711.456421
	Iteration 0F: 2 clusters Score -9915526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49425 members 
Mstep: Class 2 contains 49461 members 
Entering Unmasked Estep 
Score: -9850692.000000 Penalty: 3422.912842
	Iteration 0F: 3 clusters Score -9850692 nChanged 46706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47727 members 
Mstep: Class 2 contains 51159 members 
Entering Unmasked Estep 
Score: -9879859.000000 Penalty: 3422.912842
	Iteration 1F: 3 clusters Score -9879859 nChanged 6201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46504 members 
Mstep: Class 2 contains 52382 members 
Entering Unmasked Estep 
Score: -9883885.000000 Penalty: 3422.912842
	Iteration 2F: 3 clusters Score -9883885 nChanged 7486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44744 members 
Mstep: Class 2 contains 54142 members 
Entering Unmasked Estep 
Score: -9889940.000000 Penalty: 3422.912842
	Iteration 3F: 3 clusters Score -9889940 nChanged 8489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42715 members 
Mstep: Class 2 contains 56171 members 
Entering Unmasked Estep 
Score: -9897813.000000 Penalty: 3422.912842
	Iteration 4F: 3 clusters Score -9897813 nChanged 8189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41074 members 
Mstep: Class 2 contains 57812 members 
Entering Unmasked Estep 
Score: -9905567.000000 Penalty: 3422.912842
	Iteration 5F: 3 clusters Score -9905567 nChanged 6804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40272 members 
Mstep: Class 2 contains 58614 members 
Entering Unmasked Estep 
Score: -9910591.000000 Penalty: 3422.912842
	Iteration 6F: 3 clusters Score -9910591 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40056 members 
Mstep: Class 2 contains 58830 members 
Entering Unmasked Estep 
Score: -9913278.000000 Penalty: 3422.912842
	Iteration 7Q: 3 clusters Score -9913278 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39962 members 
Mstep: Class 2 contains 58924 members 
Entering Unmasked Estep 
Score: -9914821.000000 Penalty: 3422.912842
	Iteration 8Q: 3 clusters Score -9914821 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39949 members 
Mstep: Class 2 contains 58937 members 
Entering Unmasked Estep 
Score: -9915905.000000 Penalty: 3422.912842
	Iteration 9Q: 3 clusters Score -9915905 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40034 members 
Mstep: Class 2 contains 58852 members 
Entering Unmasked Estep 
Score: -9916812.000000 Penalty: 3422.912842
	Iteration 10Q: 3 clusters Score -9916812 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40184 members 
Mstep: Class 2 contains 58702 members 
Entering Unmasked Estep 
Score: -9917551.000000 Penalty: 3422.912842
	Iteration 11Q: 3 clusters Score -9917551 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40391 members 
Mstep: Class 2 contains 58495 members 
Entering Unmasked Estep 
Score: -9918238.000000 Penalty: 3422.912842
	Iteration 12Q: 3 clusters Score -9918238 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40643 members 
Mstep: Class 2 contains 58243 members 
Entering Unmasked Estep 
Score: -9918662.000000 Penalty: 3422.912842
	Iteration 13Q: 3 clusters Score -9918662 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40982 members 
Mstep: Class 2 contains 57904 members 
Entering Unmasked Estep 
Score: -9919015.000000 Penalty: 3422.912842
	Iteration 14Q: 3 clusters Score -9919015 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41330 members 
Mstep: Class 2 contains 57556 members 
Entering Unmasked Estep 
Score: -9919219.000000 Penalty: 3422.912842
	Iteration 15Q: 3 clusters Score -9919219 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41693 members 
Mstep: Class 2 contains 57193 members 
Entering Unmasked Estep 
Score: -9919473.000000 Penalty: 3422.912842
	Iteration 16Q: 3 clusters Score -9919473 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42086 members 
Mstep: Class 2 contains 56800 members 
Entering Unmasked Estep 
Score: -9919586.000000 Penalty: 3422.912842
	Iteration 17Q: 3 clusters Score -9919586 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42462 members 
Mstep: Class 2 contains 56424 members 
Entering Unmasked Estep 
Score: -9919692.000000 Penalty: 3422.912842
	Iteration 18Q: 3 clusters Score -9919692 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42874 members 
Mstep: Class 2 contains 56012 members 
Entering Unmasked Estep 
Score: -9919854.000000 Penalty: 3422.912842
	Iteration 19Q: 3 clusters Score -9919854 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43253 members 
Mstep: Class 2 contains 55633 members 
Entering Unmasked Estep 
Score: -9920010.000000 Penalty: 3422.912842
	Iteration 20F: 3 clusters Score -9920010 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43567 members 
Mstep: Class 2 contains 55319 members 
Entering Unmasked Estep 
Score: -9920048.000000 Penalty: 3422.912842
	Iteration 21Q: 3 clusters Score -9920048 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43860 members 
Mstep: Class 2 contains 55026 members 
Entering Unmasked Estep 
Score: -9920149.000000 Penalty: 3422.912842
	Iteration 22Q: 3 clusters Score -9920149 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44152 members 
Mstep: Class 2 contains 54734 members 
Entering Unmasked Estep 
Score: -9920302.000000 Penalty: 3422.912842
	Iteration 23Q: 3 clusters Score -9920302 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44398 members 
Mstep: Class 2 contains 54488 members 
Entering Unmasked Estep 
Score: -9920450.000000 Penalty: 3422.912842
	Iteration 24Q: 3 clusters Score -9920450 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44647 members 
Mstep: Class 2 contains 54239 members 
Entering Unmasked Estep 
Score: -9920563.000000 Penalty: 3422.912842
	Iteration 25Q: 3 clusters Score -9920563 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44847 members 
Mstep: Class 2 contains 54039 members 
Entering Unmasked Estep 
Score: -9920680.000000 Penalty: 3422.912842
	Iteration 26Q: 3 clusters Score -9920680 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45048 members 
Mstep: Class 2 contains 53838 members 
Entering Unmasked Estep 
Score: -9920925.000000 Penalty: 3422.912842
	Iteration 27Q: 3 clusters Score -9920925 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45218 members 
Mstep: Class 2 contains 53668 members 
Entering Unmasked Estep 
Score: -9921256.000000 Penalty: 3422.912842
	Iteration 28Q: 3 clusters Score -9921256 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45435 members 
Mstep: Class 2 contains 53451 members 
Entering Unmasked Estep 
Score: -9921741.000000 Penalty: 3422.912842
	Iteration 29Q: 3 clusters Score -9921741 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45638 members 
Mstep: Class 2 contains 53248 members 
Entering Unmasked Estep 
Score: -9922211.000000 Penalty: 3422.912842
	Iteration 30Q: 3 clusters Score -9922211 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45863 members 
Mstep: Class 2 contains 53023 members 
Entering Unmasked Estep 
Score: -9922830.000000 Penalty: 3422.912842
	Iteration 31Q: 3 clusters Score -9922830 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46176 members 
Mstep: Class 2 contains 52710 members 
Entering Unmasked Estep 
Score: -9923423.000000 Penalty: 3422.912842
	Iteration 32Q: 3 clusters Score -9923423 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46558 members 
Mstep: Class 2 contains 52328 members 
Entering Unmasked Estep 
Score: -9923804.000000 Penalty: 3422.912842
	Iteration 33Q: 3 clusters Score -9923804 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47087 members 
Mstep: Class 2 contains 51799 members 
Entering Unmasked Estep 
Score: -9924185.000000 Penalty: 3422.912842
	Iteration 34Q: 3 clusters Score -9924185 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47705 members 
Mstep: Class 2 contains 51181 members 
Entering Unmasked Estep 
Score: -9924464.000000 Penalty: 3422.912842
	Iteration 35Q: 3 clusters Score -9924464 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48416 members 
Mstep: Class 2 contains 50470 members 
Entering Unmasked Estep 
Score: -9924792.000000 Penalty: 3422.912842
	Iteration 36Q: 3 clusters Score -9924792 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49151 members 
Mstep: Class 2 contains 49735 members 
Entering Unmasked Estep 
Score: -9925163.000000 Penalty: 3422.912842
	Iteration 37Q: 3 clusters Score -9925163 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49985 members 
Mstep: Class 2 contains 48901 members 
Entering Unmasked Estep 
Score: -9925495.000000 Penalty: 3422.912842
	Iteration 38Q: 3 clusters Score -9925495 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50853 members 
Mstep: Class 2 contains 48033 members 
Entering Unmasked Estep 
Score: -9925898.000000 Penalty: 3422.912842
	Iteration 39Q: 3 clusters Score -9925898 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51796 members 
Mstep: Class 2 contains 47090 members 
Entering Unmasked Estep 
Score: -9926362.000000 Penalty: 3422.912842
	Iteration 40F: 3 clusters Score -9926362 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52864 members 
Mstep: Class 2 contains 46022 members 
Entering Unmasked Estep 
Score: -9926866.000000 Penalty: 3422.912842
	Iteration 41Q: 3 clusters Score -9926866 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54137 members 
Mstep: Class 2 contains 44749 members 
Entering Unmasked Estep 
Score: -9927645.000000 Penalty: 3422.912842
	Iteration 42Q: 3 clusters Score -9927645 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55591 members 
Mstep: Class 2 contains 43295 members 
Entering Unmasked Estep 
Score: -9928720.000000 Penalty: 3422.912842
	Iteration 43Q: 3 clusters Score -9928720 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57363 members 
Mstep: Class 2 contains 41523 members 
Entering Unmasked Estep 
Score: -9930322.000000 Penalty: 3422.912842
	Iteration 44Q: 3 clusters Score -9930322 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59300 members 
Mstep: Class 2 contains 39586 members 
Entering Unmasked Estep 
Score: -9932682.000000 Penalty: 3422.912842
	Iteration 45Q: 3 clusters Score -9932682 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61310 members 
Mstep: Class 2 contains 37576 members 
Entering Unmasked Estep 
Score: -9936100.000000 Penalty: 3422.912842
	Iteration 46Q: 3 clusters Score -9936100 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62926 members 
Mstep: Class 2 contains 35960 members 
Entering Unmasked Estep 
Score: -9938903.000000 Penalty: 3422.912842
	Iteration 47Q: 3 clusters Score -9938903 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63806 members 
Mstep: Class 2 contains 35080 members 
Entering Unmasked Estep 
Score: -9940048.000000 Penalty: 3422.912842
	Iteration 48Q: 3 clusters Score -9940048 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64155 members 
Mstep: Class 2 contains 34731 members 
Entering Unmasked Estep 
Score: -9940323.000000 Penalty: 3422.912842
	Iteration 49Q: 3 clusters Score -9940323 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64273 members 
Mstep: Class 2 contains 34613 members 
Entering Unmasked Estep 
Score: -9940355.000000 Penalty: 3422.912842
	Iteration 50Q: 3 clusters Score -9940355 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64304 members 
Mstep: Class 2 contains 34582 members 
Entering Unmasked Estep 
Score: -9940370.000000 Penalty: 3422.912842
	Iteration 51Q: 3 clusters Score -9940370 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64317 members 
Mstep: Class 2 contains 34569 members 
Entering Unmasked Estep 
Score: -9940381.000000 Penalty: 3422.912842
	Iteration 52Q: 3 clusters Score -9940381 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64320 members 
Mstep: Class 2 contains 34566 members 
Entering Unmasked Estep 
Score: -9940382.000000 Penalty: 3422.912842
	Iteration 53Q: 3 clusters Score -9940382 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64312 members 
Mstep: Class 2 contains 34574 members 
Entering Unmasked Estep 
Score: -9940393.000000 Penalty: 3422.912842
	Iteration 54Q: 3 clusters Score -9940393 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64307 members 
Mstep: Class 2 contains 34579 members 
Entering Unmasked Estep 
Score: -9940401.000000 Penalty: 3422.912842
	Iteration 55Q: 3 clusters Score -9940401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64301 members 
Mstep: Class 2 contains 34585 members 
Entering Unmasked Estep 
Score: -9940393.000000 Penalty: 3422.912842
	Iteration 56Q: 3 clusters Score -9940393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64298 members 
Mstep: Class 2 contains 34588 members 
Entering Unmasked Estep 
Score: -9940385.000000 Penalty: 3422.912842
	Iteration 57Q: 3 clusters Score -9940385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64296 members 
Mstep: Class 2 contains 34590 members 
Entering Unmasked Estep 
Score: -9940386.000000 Penalty: 3422.912842
	Iteration 58Q: 3 clusters Score -9940386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64295 members 
Mstep: Class 2 contains 34591 members 
Entering Unmasked Estep 
Score: -9940393.000000 Penalty: 3422.912842
	Iteration 59Q: 3 clusters Score -9940393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64295 members 
Mstep: Class 2 contains 34591 members 
Entering Unmasked Estep 
Score: -9940400.000000 Penalty: 3422.912842
	Iteration 60F: 3 clusters Score -9940400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64286 members 
Mstep: Class 2 contains 34600 members 
Entering Unmasked Estep 
Score: -9940388.000000 Penalty: 3422.912842
	Iteration 61Q: 3 clusters Score -9940388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64280 members 
Mstep: Class 2 contains 34606 members 
Entering Unmasked Estep 
Score: -9940390.000000 Penalty: 3422.912842
	Iteration 62Q: 3 clusters Score -9940390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64277 members 
Mstep: Class 2 contains 34609 members 
Entering Unmasked Estep 
Score: -9940392.000000 Penalty: 3422.912842
	Iteration 63Q: 3 clusters Score -9940392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64272 members 
Mstep: Class 2 contains 34614 members 
Entering Unmasked Estep 
Score: -9940396.000000 Penalty: 3422.912842
	Iteration 64Q: 3 clusters Score -9940396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64269 members 
Mstep: Class 2 contains 34617 members 
Entering Unmasked Estep 
Score: -9940400.000000 Penalty: 3422.912842
	Iteration 65Q: 3 clusters Score -9940400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64266 members 
Mstep: Class 2 contains 34620 members 
Entering Unmasked Estep 
Score: -9940397.000000 Penalty: 3422.912842
	Iteration 66Q: 3 clusters Score -9940397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64266 members 
Mstep: Class 2 contains 34620 members 
Entering Unmasked Estep 
Score: -9940397.000000 Penalty: 3422.912842
	Iteration 67F: 3 clusters Score -9940397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 64266 members 
Mstep: Class 2 contains 7856 members 
Mstep: Class 3 contains 52131 members 
Mstep: Class 4 contains 34620 members 
Mstep: Class 5 contains 156616 members 
Mstep: Class 6 contains 54260 members 
Mstep: Class 7 contains 69218 members 
Mstep: Class 8 contains 7766 members 
Mstep: Class 9 contains 50562 members 
Mstep: Class 10 contains 31693 members 
Mstep: Class 11 contains 10360 members 
Mstep: Class 12 contains 39753 members 
Mstep: Class 13 contains 22330 members 
Mstep: Class 14 contains 20109 members 
Mstep: Class 15 contains 27372 members 
Mstep: Class 16 contains 33302 members 
Mstep: Class 17 contains 169884 members 
Mstep: Class 18 contains 35180 members 
Mstep: Class 19 contains 12454 members 
Entering Unmasked Estep 
Score: -87724512.000000 Penalty: 38760.738281
Splitting cluster 1 changes total score from -87700432.000000 to -87724512.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 2 (7856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Entering Unmasked Estep 
Score: -660888.687500 Penalty: 1334.592163
	Iteration 0F: 2 clusters Score -660888.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -655717.250000 Penalty: 2669.184326
	Iteration 0F: 3 clusters Score -655717.2 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -659559.875000 Penalty: 2669.184326
	Iteration 1F: 3 clusters Score -659559.9 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -662209.875000 Penalty: 2669.184326
	Iteration 2F: 3 clusters Score -662209.9 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -663699.000000 Penalty: 2669.184326
	Iteration 3F: 3 clusters Score -663699 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -664397.000000 Penalty: 2669.184326
	Iteration 4F: 3 clusters Score -664397 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -665031.562500 Penalty: 2669.184326
	Iteration 5Q: 3 clusters Score -665031.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -665954.187500 Penalty: 2669.184326
	Iteration 6Q: 3 clusters Score -665954.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -666939.312500 Penalty: 2669.184326
	Iteration 7Q: 3 clusters Score -666939.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -667796.437500 Penalty: 2669.184326
	Iteration 8Q: 3 clusters Score -667796.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -668832.000000 Penalty: 2669.184326
	Iteration 9Q: 3 clusters Score -668832 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -669077.437500 Penalty: 2669.184326
	Iteration 10Q: 3 clusters Score -669077.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -669196.875000 Penalty: 2669.184326
	Iteration 11Q: 3 clusters Score -669196.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -669270.812500 Penalty: 2669.184326
	Iteration 12Q: 3 clusters Score -669270.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -669323.062500 Penalty: 2669.184326
	Iteration 13Q: 3 clusters Score -669323.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -669368.812500 Penalty: 2669.184326
	Iteration 14Q: 3 clusters Score -669368.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -669399.812500 Penalty: 2669.184326
	Iteration 15Q: 3 clusters Score -669399.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -669425.687500 Penalty: 2669.184326
	Iteration 16Q: 3 clusters Score -669425.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -669446.750000 Penalty: 2669.184326
	Iteration 17Q: 3 clusters Score -669446.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -669468.312500 Penalty: 2669.184326
	Iteration 18Q: 3 clusters Score -669468.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -669476.125000 Penalty: 2669.184326
	Iteration 19Q: 3 clusters Score -669476.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -669516.875000 Penalty: 2669.184326
	Iteration 20F: 3 clusters Score -669516.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -669553.750000 Penalty: 2669.184326
	Iteration 21Q: 3 clusters Score -669553.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -669592.562500 Penalty: 2669.184326
	Iteration 22Q: 3 clusters Score -669592.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -669632.500000 Penalty: 2669.184326
	Iteration 23Q: 3 clusters Score -669632.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -669659.250000 Penalty: 2669.184326
	Iteration 24Q: 3 clusters Score -669659.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -669679.750000 Penalty: 2669.184326
	Iteration 25Q: 3 clusters Score -669679.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -669696.687500 Penalty: 2669.184326
	Iteration 26Q: 3 clusters Score -669696.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -669710.937500 Penalty: 2669.184326
	Iteration 27Q: 3 clusters Score -669710.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -669719.625000 Penalty: 2669.184326
	Iteration 28Q: 3 clusters Score -669719.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -669726.187500 Penalty: 2669.184326
	Iteration 29Q: 3 clusters Score -669726.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -669730.562500 Penalty: 2669.184326
	Iteration 30Q: 3 clusters Score -669730.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -669733.562500 Penalty: 2669.184326
	Iteration 31Q: 3 clusters Score -669733.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -669738.562500 Penalty: 2669.184326
	Iteration 32Q: 3 clusters Score -669738.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -669737.812500 Penalty: 2669.184326
	Iteration 33Q: 3 clusters Score -669737.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -669741.312500 Penalty: 2669.184326
	Iteration 34Q: 3 clusters Score -669741.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -669746.937500 Penalty: 2669.184326
	Iteration 35Q: 3 clusters Score -669746.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -669751.437500 Penalty: 2669.184326
	Iteration 36Q: 3 clusters Score -669751.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -669758.562500 Penalty: 2669.184326
	Iteration 37Q: 3 clusters Score -669758.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -669761.562500 Penalty: 2669.184326
	Iteration 38Q: 3 clusters Score -669761.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -669761.062500 Penalty: 2669.184326
	Iteration 39Q: 3 clusters Score -669761.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -669764.625000 Penalty: 2669.184326
	Iteration 40F: 3 clusters Score -669764.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -669766.687500 Penalty: 2669.184326
	Iteration 41Q: 3 clusters Score -669766.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -669768.375000 Penalty: 2669.184326
	Iteration 42Q: 3 clusters Score -669768.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -669769.250000 Penalty: 2669.184326
	Iteration 43Q: 3 clusters Score -669769.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -669770.062500 Penalty: 2669.184326
	Iteration 44Q: 3 clusters Score -669770.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -669770.187500 Penalty: 2669.184326
	Iteration 45Q: 3 clusters Score -669770.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -669769.625000 Penalty: 2669.184326
	Iteration 46Q: 3 clusters Score -669769.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -669770.625000 Penalty: 2669.184326
	Iteration 47Q: 3 clusters Score -669770.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -669770.187500 Penalty: 2669.184326
	Iteration 48Q: 3 clusters Score -669770.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -669769.625000 Penalty: 2669.184326
	Iteration 49Q: 3 clusters Score -669769.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -669769.625000 Penalty: 2669.184326
	Iteration 50F: 3 clusters Score -669769.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 64266 members 
Mstep: Class 2 contains 3432 members 
Mstep: Class 3 contains 52131 members 
Mstep: Class 4 contains 34620 members 
Mstep: Class 5 contains 156616 members 
Mstep: Class 6 contains 54260 members 
Mstep: Class 7 contains 69218 members 
Mstep: Class 8 contains 7766 members 
Mstep: Class 9 contains 50562 members 
Mstep: Class 10 contains 31693 members 
Mstep: Class 11 contains 10360 members 
Mstep: Class 12 contains 39753 members 
Mstep: Class 13 contains 22330 members 
Mstep: Class 14 contains 20109 members 
Mstep: Class 15 contains 27372 members 
Mstep: Class 16 contains 33302 members 
Mstep: Class 17 contains 169884 members 
Mstep: Class 18 contains 35180 members 
Mstep: Class 19 contains 12454 members 
Mstep: Class 20 contains 4424 members 
Entering Unmasked Estep 
Score: -87732544.000000 Penalty: 40800.777344
Splitting cluster 2 changes total score from -87700432.000000 to -87732544.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 3 (52131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52131 members 
Entering Unmasked Estep 
Score: -5188002.500000 Penalty: 1616.193481
	Iteration 0F: 2 clusters Score -5188002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 26202 members 
Entering Unmasked Estep 
Score: -5153955.500000 Penalty: 3232.386963
	Iteration 0F: 3 clusters Score -5153956 nChanged 24202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24741 members 
Mstep: Class 2 contains 27390 members 
Entering Unmasked Estep 
Score: -5167523.000000 Penalty: 3232.386963
	Iteration 1F: 3 clusters Score -5167523 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 28189 members 
Entering Unmasked Estep 
Score: -5168355.000000 Penalty: 3232.386963
	Iteration 2Q: 3 clusters Score -5168355 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22774 members 
Mstep: Class 2 contains 29357 members 
Entering Unmasked Estep 
Score: -5169449.500000 Penalty: 3232.386963
	Iteration 3Q: 3 clusters Score -5169450 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 31091 members 
Entering Unmasked Estep 
Score: -5170945.500000 Penalty: 3232.386963
	Iteration 4F: 3 clusters Score -5170946 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 33377 members 
Entering Unmasked Estep 
Score: -5172962.500000 Penalty: 3232.386963
	Iteration 5F: 3 clusters Score -5172962 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 36193 members 
Entering Unmasked Estep 
Score: -5175608.000000 Penalty: 3232.386963
	Iteration 6F: 3 clusters Score -5175608 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 39208 members 
Entering Unmasked Estep 
Score: -5178568.500000 Penalty: 3232.386963
	Iteration 7F: 3 clusters Score -5178568 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 41930 members 
Entering Unmasked Estep 
Score: -5181260.000000 Penalty: 3232.386963
	Iteration 8F: 3 clusters Score -5181260 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 44089 members 
Entering Unmasked Estep 
Score: -5183251.000000 Penalty: 3232.386963
	Iteration 9Q: 3 clusters Score -5183251 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 45725 members 
Entering Unmasked Estep 
Score: -5184583.500000 Penalty: 3232.386963
	Iteration 10Q: 3 clusters Score -5184584 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 46868 members 
Entering Unmasked Estep 
Score: -5185373.000000 Penalty: 3232.386963
	Iteration 11Q: 3 clusters Score -5185373 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 47731 members 
Entering Unmasked Estep 
Score: -5185863.000000 Penalty: 3232.386963
	Iteration 12Q: 3 clusters Score -5185863 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 48402 members 
Entering Unmasked Estep 
Score: -5186251.500000 Penalty: 3232.386963
	Iteration 13Q: 3 clusters Score -5186252 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 48954 members 
Entering Unmasked Estep 
Score: -5186551.500000 Penalty: 3232.386963
	Iteration 14Q: 3 clusters Score -5186552 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 49357 members 
Entering Unmasked Estep 
Score: -5186745.500000 Penalty: 3232.386963
	Iteration 15Q: 3 clusters Score -5186746 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 49694 members 
Entering Unmasked Estep 
Score: -5186925.000000 Penalty: 3232.386963
	Iteration 16Q: 3 clusters Score -5186925 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 49973 members 
Entering Unmasked Estep 
Score: -5187051.500000 Penalty: 3232.386963
	Iteration 17Q: 3 clusters Score -5187052 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 50183 members 
Entering Unmasked Estep 
Score: -5187168.500000 Penalty: 3232.386963
	Iteration 18Q: 3 clusters Score -5187168 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 50371 members 
Entering Unmasked Estep 
Score: -5187274.000000 Penalty: 3232.386963
	Iteration 19Q: 3 clusters Score -5187274 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 50502 members 
Entering Unmasked Estep 
Score: -5187321.500000 Penalty: 3232.386963
	Iteration 20F: 3 clusters Score -5187322 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 50591 members 
Entering Unmasked Estep 
Score: -5187375.000000 Penalty: 3232.386963
	Iteration 21Q: 3 clusters Score -5187375 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 50668 members 
Entering Unmasked Estep 
Score: -5187437.000000 Penalty: 3232.386963
	Iteration 22Q: 3 clusters Score -5187437 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 50726 members 
Entering Unmasked Estep 
Score: -5187512.000000 Penalty: 3232.386963
	Iteration 23Q: 3 clusters Score -5187512 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 50780 members 
Entering Unmasked Estep 
Score: -5187531.000000 Penalty: 3232.386963
	Iteration 24Q: 3 clusters Score -5187531 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 50828 members 
Entering Unmasked Estep 
Score: -5187573.000000 Penalty: 3232.386963
	Iteration 25Q: 3 clusters Score -5187573 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 50868 members 
Entering Unmasked Estep 
Score: -5187588.000000 Penalty: 3232.386963
	Iteration 26Q: 3 clusters Score -5187588 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 50902 members 
Entering Unmasked Estep 
Score: -5187609.000000 Penalty: 3232.386963
	Iteration 27Q: 3 clusters Score -5187609 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 50925 members 
Entering Unmasked Estep 
Score: -5187636.000000 Penalty: 3232.386963
	Iteration 28Q: 3 clusters Score -5187636 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 50938 members 
Entering Unmasked Estep 
Score: -5187656.500000 Penalty: 3232.386963
	Iteration 29Q: 3 clusters Score -5187656 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 50973 members 
Entering Unmasked Estep 
Score: -5187694.500000 Penalty: 3232.386963
	Iteration 30Q: 3 clusters Score -5187694 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 50988 members 
Entering Unmasked Estep 
Score: -5187728.000000 Penalty: 3232.386963
	Iteration 31Q: 3 clusters Score -5187728 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 51005 members 
Entering Unmasked Estep 
Score: -5187755.000000 Penalty: 3232.386963
	Iteration 32Q: 3 clusters Score -5187755 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 51010 members 
Entering Unmasked Estep 
Score: -5187766.000000 Penalty: 3232.386963
	Iteration 33Q: 3 clusters Score -5187766 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 51019 members 
Entering Unmasked Estep 
Score: -5187778.000000 Penalty: 3232.386963
	Iteration 34Q: 3 clusters Score -5187778 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 51028 members 
Entering Unmasked Estep 
Score: -5187791.500000 Penalty: 3232.386963
	Iteration 35Q: 3 clusters Score -5187792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 51038 members 
Entering Unmasked Estep 
Score: -5187787.500000 Penalty: 3232.386963
	Iteration 36Q: 3 clusters Score -5187788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 51038 members 
Entering Unmasked Estep 
Score: -5187792.500000 Penalty: 3232.386963
	Iteration 37Q: 3 clusters Score -5187792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 51040 members 
Entering Unmasked Estep 
Score: -5187801.500000 Penalty: 3232.386963
	Iteration 38Q: 3 clusters Score -5187802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 51039 members 
Entering Unmasked Estep 
Score: -5187801.500000 Penalty: 3232.386963
	Iteration 39Q: 3 clusters Score -5187802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 51037 members 
Entering Unmasked Estep 
Score: -5187801.500000 Penalty: 3232.386963
	Iteration 40F: 3 clusters Score -5187802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 51036 members 
Entering Unmasked Estep 
Score: -5187807.000000 Penalty: 3232.386963
	Iteration 41Q: 3 clusters Score -5187807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 51034 members 
Entering Unmasked Estep 
Score: -5187807.500000 Penalty: 3232.386963
	Iteration 42Q: 3 clusters Score -5187808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 51034 members 
Entering Unmasked Estep 
Score: -5187807.500000 Penalty: 3232.386963
	Iteration 43F: 3 clusters Score -5187808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (156616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156616 members 
Entering Unmasked Estep 
Score: -15737438.000000 Penalty: 1779.879028
	Iteration 0F: 2 clusters Score -1.573744e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78204 members 
Mstep: Class 2 contains 78412 members 
Entering Unmasked Estep 
Score: -15633575.000000 Penalty: 3559.758057
	Iteration 0F: 3 clusters Score -1.563358e+07 nChanged 75000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75770 members 
Mstep: Class 2 contains 80846 members 
Entering Unmasked Estep 
Score: -15678025.000000 Penalty: 3559.758057
	Iteration 1F: 3 clusters Score -1.567802e+07 nChanged 6226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74570 members 
Mstep: Class 2 contains 82046 members 
Entering Unmasked Estep 
Score: -15680364.000000 Penalty: 3559.758057
	Iteration 2Q: 3 clusters Score -1.568036e+07 nChanged 7087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72873 members 
Mstep: Class 2 contains 83743 members 
Entering Unmasked Estep 
Score: -15683535.000000 Penalty: 3559.758057
	Iteration 3Q: 3 clusters Score -1.568354e+07 nChanged 8408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70553 members 
Mstep: Class 2 contains 86063 members 
Entering Unmasked Estep 
Score: -15688586.000000 Penalty: 3559.758057
	Iteration 4F: 3 clusters Score -1.568859e+07 nChanged 9690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67759 members 
Mstep: Class 2 contains 88857 members 
Entering Unmasked Estep 
Score: -15695345.000000 Penalty: 3559.758057
	Iteration 5F: 3 clusters Score -1.569534e+07 nChanged 10267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65130 members 
Mstep: Class 2 contains 91486 members 
Entering Unmasked Estep 
Score: -15702914.000000 Penalty: 3559.758057
	Iteration 6F: 3 clusters Score -1.570291e+07 nChanged 10013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63249 members 
Mstep: Class 2 contains 93367 members 
Entering Unmasked Estep 
Score: -15709850.000000 Penalty: 3559.758057
	Iteration 7F: 3 clusters Score -1.570985e+07 nChanged 8650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62245 members 
Mstep: Class 2 contains 94371 members 
Entering Unmasked Estep 
Score: -15715032.000000 Penalty: 3559.758057
	Iteration 8F: 3 clusters Score -1.571503e+07 nChanged 6608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61753 members 
Mstep: Class 2 contains 94863 members 
Entering Unmasked Estep 
Score: -15717853.000000 Penalty: 3559.758057
	Iteration 9Q: 3 clusters Score -1.571785e+07 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61428 members 
Mstep: Class 2 contains 95188 members 
Entering Unmasked Estep 
Score: -15719390.000000 Penalty: 3559.758057
	Iteration 10Q: 3 clusters Score -1.571939e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61252 members 
Mstep: Class 2 contains 95364 members 
Entering Unmasked Estep 
Score: -15720156.000000 Penalty: 3559.758057
	Iteration 11Q: 3 clusters Score -1.572016e+07 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61149 members 
Mstep: Class 2 contains 95467 members 
Entering Unmasked Estep 
Score: -15720737.000000 Penalty: 3559.758057
	Iteration 12Q: 3 clusters Score -1.572074e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61155 members 
Mstep: Class 2 contains 95461 members 
Entering Unmasked Estep 
Score: -15721342.000000 Penalty: 3559.758057
	Iteration 13Q: 3 clusters Score -1.572134e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61288 members 
Mstep: Class 2 contains 95328 members 
Entering Unmasked Estep 
Score: -15722117.000000 Penalty: 3559.758057
	Iteration 14Q: 3 clusters Score -1.572212e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61478 members 
Mstep: Class 2 contains 95138 members 
Entering Unmasked Estep 
Score: -15722876.000000 Penalty: 3559.758057
	Iteration 15Q: 3 clusters Score -1.572288e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61789 members 
Mstep: Class 2 contains 94827 members 
Entering Unmasked Estep 
Score: -15723715.000000 Penalty: 3559.758057
	Iteration 16Q: 3 clusters Score -1.572372e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62222 members 
Mstep: Class 2 contains 94394 members 
Entering Unmasked Estep 
Score: -15724696.000000 Penalty: 3559.758057
	Iteration 17Q: 3 clusters Score -1.57247e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62671 members 
Mstep: Class 2 contains 93945 members 
Entering Unmasked Estep 
Score: -15725654.000000 Penalty: 3559.758057
	Iteration 18Q: 3 clusters Score -1.572565e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63010 members 
Mstep: Class 2 contains 93606 members 
Entering Unmasked Estep 
Score: -15726763.000000 Penalty: 3559.758057
	Iteration 19Q: 3 clusters Score -1.572676e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63239 members 
Mstep: Class 2 contains 93377 members 
Entering Unmasked Estep 
Score: -15727796.000000 Penalty: 3559.758057
	Iteration 20F: 3 clusters Score -1.57278e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63422 members 
Mstep: Class 2 contains 93194 members 
Entering Unmasked Estep 
Score: -15728781.000000 Penalty: 3559.758057
	Iteration 21Q: 3 clusters Score -1.572878e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63632 members 
Mstep: Class 2 contains 92984 members 
Entering Unmasked Estep 
Score: -15729731.000000 Penalty: 3559.758057
	Iteration 22Q: 3 clusters Score -1.572973e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63750 members 
Mstep: Class 2 contains 92866 members 
Entering Unmasked Estep 
Score: -15730741.000000 Penalty: 3559.758057
	Iteration 23Q: 3 clusters Score -1.573074e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63928 members 
Mstep: Class 2 contains 92688 members 
Entering Unmasked Estep 
Score: -15731441.000000 Penalty: 3559.758057
	Iteration 24Q: 3 clusters Score -1.573144e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64112 members 
Mstep: Class 2 contains 92504 members 
Entering Unmasked Estep 
Score: -15732149.000000 Penalty: 3559.758057
	Iteration 25Q: 3 clusters Score -1.573215e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64231 members 
Mstep: Class 2 contains 92385 members 
Entering Unmasked Estep 
Score: -15732626.000000 Penalty: 3559.758057
	Iteration 26Q: 3 clusters Score -1.573263e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64336 members 
Mstep: Class 2 contains 92280 members 
Entering Unmasked Estep 
Score: -15732982.000000 Penalty: 3559.758057
	Iteration 27Q: 3 clusters Score -1.573298e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64385 members 
Mstep: Class 2 contains 92231 members 
Entering Unmasked Estep 
Score: -15733225.000000 Penalty: 3559.758057
	Iteration 28Q: 3 clusters Score -1.573322e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64451 members 
Mstep: Class 2 contains 92165 members 
Entering Unmasked Estep 
Score: -15733521.000000 Penalty: 3559.758057
	Iteration 29Q: 3 clusters Score -1.573352e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64512 members 
Mstep: Class 2 contains 92104 members 
Entering Unmasked Estep 
Score: -15733715.000000 Penalty: 3559.758057
	Iteration 30Q: 3 clusters Score -1.573372e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64523 members 
Mstep: Class 2 contains 92093 members 
Entering Unmasked Estep 
Score: -15733920.000000 Penalty: 3559.758057
	Iteration 31Q: 3 clusters Score -1.573392e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64502 members 
Mstep: Class 2 contains 92114 members 
Entering Unmasked Estep 
Score: -15734012.000000 Penalty: 3559.758057
	Iteration 32Q: 3 clusters Score -1.573401e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64479 members 
Mstep: Class 2 contains 92137 members 
Entering Unmasked Estep 
Score: -15734080.000000 Penalty: 3559.758057
	Iteration 33Q: 3 clusters Score -1.573408e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64425 members 
Mstep: Class 2 contains 92191 members 
Entering Unmasked Estep 
Score: -15734180.000000 Penalty: 3559.758057
	Iteration 34Q: 3 clusters Score -1.573418e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64361 members 
Mstep: Class 2 contains 92255 members 
Entering Unmasked Estep 
Score: -15734299.000000 Penalty: 3559.758057
	Iteration 35Q: 3 clusters Score -1.57343e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64227 members 
Mstep: Class 2 contains 92389 members 
Entering Unmasked Estep 
Score: -15734463.000000 Penalty: 3559.758057
	Iteration 36Q: 3 clusters Score -1.573446e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64053 members 
Mstep: Class 2 contains 92563 members 
Entering Unmasked Estep 
Score: -15734522.000000 Penalty: 3559.758057
	Iteration 37Q: 3 clusters Score -1.573452e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63821 members 
Mstep: Class 2 contains 92795 members 
Entering Unmasked Estep 
Score: -15734607.000000 Penalty: 3559.758057
	Iteration 38Q: 3 clusters Score -1.573461e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63529 members 
Mstep: Class 2 contains 93087 members 
Entering Unmasked Estep 
Score: -15734732.000000 Penalty: 3559.758057
	Iteration 39Q: 3 clusters Score -1.573473e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63220 members 
Mstep: Class 2 contains 93396 members 
Entering Unmasked Estep 
Score: -15734824.000000 Penalty: 3559.758057
	Iteration 40F: 3 clusters Score -1.573482e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62932 members 
Mstep: Class 2 contains 93684 members 
Entering Unmasked Estep 
Score: -15734942.000000 Penalty: 3559.758057
	Iteration 41Q: 3 clusters Score -1.573494e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62607 members 
Mstep: Class 2 contains 94009 members 
Entering Unmasked Estep 
Score: -15735103.000000 Penalty: 3559.758057
	Iteration 42Q: 3 clusters Score -1.57351e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62320 members 
Mstep: Class 2 contains 94296 members 
Entering Unmasked Estep 
Score: -15735209.000000 Penalty: 3559.758057
	Iteration 43Q: 3 clusters Score -1.573521e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62048 members 
Mstep: Class 2 contains 94568 members 
Entering Unmasked Estep 
Score: -15735268.000000 Penalty: 3559.758057
	Iteration 44Q: 3 clusters Score -1.573527e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61830 members 
Mstep: Class 2 contains 94786 members 
Entering Unmasked Estep 
Score: -15735272.000000 Penalty: 3559.758057
	Iteration 45Q: 3 clusters Score -1.573527e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61602 members 
Mstep: Class 2 contains 95014 members 
Entering Unmasked Estep 
Score: -15735267.000000 Penalty: 3559.758057
	Iteration 46Q: 3 clusters Score -1.573527e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61372 members 
Mstep: Class 2 contains 95244 members 
Entering Unmasked Estep 
Score: -15735262.000000 Penalty: 3559.758057
	Iteration 47Q: 3 clusters Score -1.573526e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61102 members 
Mstep: Class 2 contains 95514 members 
Entering Unmasked Estep 
Score: -15735313.000000 Penalty: 3559.758057
	Iteration 48Q: 3 clusters Score -1.573531e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60779 members 
Mstep: Class 2 contains 95837 members 
Entering Unmasked Estep 
Score: -15735337.000000 Penalty: 3559.758057
	Iteration 49Q: 3 clusters Score -1.573534e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60470 members 
Mstep: Class 2 contains 96146 members 
Entering Unmasked Estep 
Score: -15735364.000000 Penalty: 3559.758057
	Iteration 50Q: 3 clusters Score -1.573536e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60174 members 
Mstep: Class 2 contains 96442 members 
Entering Unmasked Estep 
Score: -15735348.000000 Penalty: 3559.758057
	Iteration 51Q: 3 clusters Score -1.573535e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59896 members 
Mstep: Class 2 contains 96720 members 
Entering Unmasked Estep 
Score: -15735364.000000 Penalty: 3559.758057
	Iteration 52Q: 3 clusters Score -1.573536e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59655 members 
Mstep: Class 2 contains 96961 members 
Entering Unmasked Estep 
Score: -15735412.000000 Penalty: 3559.758057
	Iteration 53Q: 3 clusters Score -1.573541e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59429 members 
Mstep: Class 2 contains 97187 members 
Entering Unmasked Estep 
Score: -15735433.000000 Penalty: 3559.758057
	Iteration 54Q: 3 clusters Score -1.573543e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59200 members 
Mstep: Class 2 contains 97416 members 
Entering Unmasked Estep 
Score: -15735474.000000 Penalty: 3559.758057
	Iteration 55Q: 3 clusters Score -1.573547e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58979 members 
Mstep: Class 2 contains 97637 members 
Entering Unmasked Estep 
Score: -15735492.000000 Penalty: 3559.758057
	Iteration 56Q: 3 clusters Score -1.573549e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58815 members 
Mstep: Class 2 contains 97801 members 
Entering Unmasked Estep 
Score: -15735523.000000 Penalty: 3559.758057
	Iteration 57Q: 3 clusters Score -1.573552e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58652 members 
Mstep: Class 2 contains 97964 members 
Entering Unmasked Estep 
Score: -15735532.000000 Penalty: 3559.758057
	Iteration 58Q: 3 clusters Score -1.573553e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58486 members 
Mstep: Class 2 contains 98130 members 
Entering Unmasked Estep 
Score: -15735548.000000 Penalty: 3559.758057
	Iteration 59Q: 3 clusters Score -1.573555e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58322 members 
Mstep: Class 2 contains 98294 members 
Entering Unmasked Estep 
Score: -15735573.000000 Penalty: 3559.758057
	Iteration 60F: 3 clusters Score -1.573557e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58175 members 
Mstep: Class 2 contains 98441 members 
Entering Unmasked Estep 
Score: -15735554.000000 Penalty: 3559.758057
	Iteration 61Q: 3 clusters Score -1.573555e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58047 members 
Mstep: Class 2 contains 98569 members 
Entering Unmasked Estep 
Score: -15735570.000000 Penalty: 3559.758057
	Iteration 62Q: 3 clusters Score -1.573557e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57905 members 
Mstep: Class 2 contains 98711 members 
Entering Unmasked Estep 
Score: -15735586.000000 Penalty: 3559.758057
	Iteration 63Q: 3 clusters Score -1.573559e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57773 members 
Mstep: Class 2 contains 98843 members 
Entering Unmasked Estep 
Score: -15735588.000000 Penalty: 3559.758057
	Iteration 64Q: 3 clusters Score -1.573559e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57665 members 
Mstep: Class 2 contains 98951 members 
Entering Unmasked Estep 
Score: -15735635.000000 Penalty: 3559.758057
	Iteration 65Q: 3 clusters Score -1.573564e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57554 members 
Mstep: Class 2 contains 99062 members 
Entering Unmasked Estep 
Score: -15735619.000000 Penalty: 3559.758057
	Iteration 66Q: 3 clusters Score -1.573562e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57428 members 
Mstep: Class 2 contains 99188 members 
Entering Unmasked Estep 
Score: -15735633.000000 Penalty: 3559.758057
	Iteration 67Q: 3 clusters Score -1.573563e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57309 members 
Mstep: Class 2 contains 99307 members 
Entering Unmasked Estep 
Score: -15735654.000000 Penalty: 3559.758057
	Iteration 68Q: 3 clusters Score -1.573565e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57177 members 
Mstep: Class 2 contains 99439 members 
Entering Unmasked Estep 
Score: -15735643.000000 Penalty: 3559.758057
	Iteration 69Q: 3 clusters Score -1.573564e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56999 members 
Mstep: Class 2 contains 99617 members 
Entering Unmasked Estep 
Score: -15735699.000000 Penalty: 3559.758057
	Iteration 70Q: 3 clusters Score -1.57357e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56817 members 
Mstep: Class 2 contains 99799 members 
Entering Unmasked Estep 
Score: -15735704.000000 Penalty: 3559.758057
	Iteration 71Q: 3 clusters Score -1.57357e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56660 members 
Mstep: Class 2 contains 99956 members 
Entering Unmasked Estep 
Score: -15735681.000000 Penalty: 3559.758057
	Iteration 72Q: 3 clusters Score -1.573568e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56542 members 
Mstep: Class 2 contains 100074 members 
Entering Unmasked Estep 
Score: -15735707.000000 Penalty: 3559.758057
	Iteration 73Q: 3 clusters Score -1.573571e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56427 members 
Mstep: Class 2 contains 100189 members 
Entering Unmasked Estep 
Score: -15735730.000000 Penalty: 3559.758057
	Iteration 74Q: 3 clusters Score -1.573573e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56305 members 
Mstep: Class 2 contains 100311 members 
Entering Unmasked Estep 
Score: -15735759.000000 Penalty: 3559.758057
	Iteration 75Q: 3 clusters Score -1.573576e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56192 members 
Mstep: Class 2 contains 100424 members 
Entering Unmasked Estep 
Score: -15735768.000000 Penalty: 3559.758057
	Iteration 76Q: 3 clusters Score -1.573577e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56083 members 
Mstep: Class 2 contains 100533 members 
Entering Unmasked Estep 
Score: -15735743.000000 Penalty: 3559.758057
	Iteration 77Q: 3 clusters Score -1.573574e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55984 members 
Mstep: Class 2 contains 100632 members 
Entering Unmasked Estep 
Score: -15735715.000000 Penalty: 3559.758057
	Iteration 78Q: 3 clusters Score -1.573572e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55889 members 
Mstep: Class 2 contains 100727 members 
Entering Unmasked Estep 
Score: -15735743.000000 Penalty: 3559.758057
	Iteration 79Q: 3 clusters Score -1.573574e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55800 members 
Mstep: Class 2 contains 100816 members 
Entering Unmasked Estep 
Score: -15735757.000000 Penalty: 3559.758057
	Iteration 80F: 3 clusters Score -1.573576e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55716 members 
Mstep: Class 2 contains 100900 members 
Entering Unmasked Estep 
Score: -15735752.000000 Penalty: 3559.758057
	Iteration 81Q: 3 clusters Score -1.573575e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55642 members 
Mstep: Class 2 contains 100974 members 
Entering Unmasked Estep 
Score: -15735731.000000 Penalty: 3559.758057
	Iteration 82Q: 3 clusters Score -1.573573e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55568 members 
Mstep: Class 2 contains 101048 members 
Entering Unmasked Estep 
Score: -15735704.000000 Penalty: 3559.758057
	Iteration 83Q: 3 clusters Score -1.57357e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55493 members 
Mstep: Class 2 contains 101123 members 
Entering Unmasked Estep 
Score: -15735702.000000 Penalty: 3559.758057
	Iteration 84Q: 3 clusters Score -1.57357e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55412 members 
Mstep: Class 2 contains 101204 members 
Entering Unmasked Estep 
Score: -15735716.000000 Penalty: 3559.758057
	Iteration 85Q: 3 clusters Score -1.573572e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55333 members 
Mstep: Class 2 contains 101283 members 
Entering Unmasked Estep 
Score: -15735725.000000 Penalty: 3559.758057
	Iteration 86Q: 3 clusters Score -1.573572e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55239 members 
Mstep: Class 2 contains 101377 members 
Entering Unmasked Estep 
Score: -15735717.000000 Penalty: 3559.758057
	Iteration 87Q: 3 clusters Score -1.573572e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55152 members 
Mstep: Class 2 contains 101464 members 
Entering Unmasked Estep 
Score: -15735710.000000 Penalty: 3559.758057
	Iteration 88Q: 3 clusters Score -1.573571e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55072 members 
Mstep: Class 2 contains 101544 members 
Entering Unmasked Estep 
Score: -15735727.000000 Penalty: 3559.758057
	Iteration 89Q: 3 clusters Score -1.573573e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54999 members 
Mstep: Class 2 contains 101617 members 
Entering Unmasked Estep 
Score: -15735724.000000 Penalty: 3559.758057
	Iteration 90Q: 3 clusters Score -1.573572e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54918 members 
Mstep: Class 2 contains 101698 members 
Entering Unmasked Estep 
Score: -15735739.000000 Penalty: 3559.758057
	Iteration 91Q: 3 clusters Score -1.573574e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54843 members 
Mstep: Class 2 contains 101773 members 
Entering Unmasked Estep 
Score: -15735761.000000 Penalty: 3559.758057
	Iteration 92Q: 3 clusters Score -1.573576e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54773 members 
Mstep: Class 2 contains 101843 members 
Entering Unmasked Estep 
Score: -15735772.000000 Penalty: 3559.758057
	Iteration 93Q: 3 clusters Score -1.573577e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54722 members 
Mstep: Class 2 contains 101894 members 
Entering Unmasked Estep 
Score: -15735767.000000 Penalty: 3559.758057
	Iteration 94Q: 3 clusters Score -1.573577e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54679 members 
Mstep: Class 2 contains 101937 members 
Entering Unmasked Estep 
Score: -15735760.000000 Penalty: 3559.758057
	Iteration 95Q: 3 clusters Score -1.573576e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54639 members 
Mstep: Class 2 contains 101977 members 
Entering Unmasked Estep 
Score: -15735765.000000 Penalty: 3559.758057
	Iteration 96Q: 3 clusters Score -1.573576e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54590 members 
Mstep: Class 2 contains 102026 members 
Entering Unmasked Estep 
Score: -15735730.000000 Penalty: 3559.758057
	Iteration 97Q: 3 clusters Score -1.573573e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54543 members 
Mstep: Class 2 contains 102073 members 
Entering Unmasked Estep 
Score: -15735751.000000 Penalty: 3559.758057
	Iteration 98Q: 3 clusters Score -1.573575e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54499 members 
Mstep: Class 2 contains 102117 members 
Entering Unmasked Estep 
Score: -15735755.000000 Penalty: 3559.758057
	Iteration 99Q: 3 clusters Score -1.573576e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54453 members 
Mstep: Class 2 contains 102163 members 
Entering Unmasked Estep 
Score: -15735763.000000 Penalty: 3559.758057
	Iteration 100F: 3 clusters Score -1.573576e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54406 members 
Mstep: Class 2 contains 102210 members 
Entering Unmasked Estep 
Score: -15735749.000000 Penalty: 3559.758057
	Iteration 101Q: 3 clusters Score -1.573575e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54371 members 
Mstep: Class 2 contains 102245 members 
Entering Unmasked Estep 
Score: -15735745.000000 Penalty: 3559.758057
	Iteration 102Q: 3 clusters Score -1.573574e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54337 members 
Mstep: Class 2 contains 102279 members 
Entering Unmasked Estep 
Score: -15735748.000000 Penalty: 3559.758057
	Iteration 103Q: 3 clusters Score -1.573575e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54298 members 
Mstep: Class 2 contains 102318 members 
Entering Unmasked Estep 
Score: -15735767.000000 Penalty: 3559.758057
	Iteration 104Q: 3 clusters Score -1.573577e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54266 members 
Mstep: Class 2 contains 102350 members 
Entering Unmasked Estep 
Score: -15735788.000000 Penalty: 3559.758057
	Iteration 105Q: 3 clusters Score -1.573579e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54230 members 
Mstep: Class 2 contains 102386 members 
Entering Unmasked Estep 
Score: -15735790.000000 Penalty: 3559.758057
	Iteration 106Q: 3 clusters Score -1.573579e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54193 members 
Mstep: Class 2 contains 102423 members 
Entering Unmasked Estep 
Score: -15735793.000000 Penalty: 3559.758057
	Iteration 107Q: 3 clusters Score -1.573579e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54158 members 
Mstep: Class 2 contains 102458 members 
Entering Unmasked Estep 
Score: -15735768.000000 Penalty: 3559.758057
	Iteration 108Q: 3 clusters Score -1.573577e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54124 members 
Mstep: Class 2 contains 102492 members 
Entering Unmasked Estep 
Score: -15735758.000000 Penalty: 3559.758057
	Iteration 109Q: 3 clusters Score -1.573576e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54092 members 
Mstep: Class 2 contains 102524 members 
Entering Unmasked Estep 
Score: -15735768.000000 Penalty: 3559.758057
	Iteration 110Q: 3 clusters Score -1.573577e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54066 members 
Mstep: Class 2 contains 102550 members 
Entering Unmasked Estep 
Score: -15735765.000000 Penalty: 3559.758057
	Iteration 111Q: 3 clusters Score -1.573576e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54039 members 
Mstep: Class 2 contains 102577 members 
Entering Unmasked Estep 
Score: -15735763.000000 Penalty: 3559.758057
	Iteration 112Q: 3 clusters Score -1.573576e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54013 members 
Mstep: Class 2 contains 102603 members 
Entering Unmasked Estep 
Score: -15735780.000000 Penalty: 3559.758057
	Iteration 113Q: 3 clusters Score -1.573578e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53986 members 
Mstep: Class 2 contains 102630 members 
Entering Unmasked Estep 
Score: -15735771.000000 Penalty: 3559.758057
	Iteration 114Q: 3 clusters Score -1.573577e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53956 members 
Mstep: Class 2 contains 102660 members 
Entering Unmasked Estep 
Score: -15735766.000000 Penalty: 3559.758057
	Iteration 115Q: 3 clusters Score -1.573577e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53923 members 
Mstep: Class 2 contains 102693 members 
Entering Unmasked Estep 
Score: -15735774.000000 Penalty: 3559.758057
	Iteration 116Q: 3 clusters Score -1.573577e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53892 members 
Mstep: Class 2 contains 102724 members 
Entering Unmasked Estep 
Score: -15735767.000000 Penalty: 3559.758057
	Iteration 117Q: 3 clusters Score -1.573577e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53866 members 
Mstep: Class 2 contains 102750 members 
Entering Unmasked Estep 
Score: -15735760.000000 Penalty: 3559.758057
	Iteration 118Q: 3 clusters Score -1.573576e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53836 members 
Mstep: Class 2 contains 102780 members 
Entering Unmasked Estep 
Score: -15735756.000000 Penalty: 3559.758057
	Iteration 119Q: 3 clusters Score -1.573576e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53801 members 
Mstep: Class 2 contains 102815 members 
Entering Unmasked Estep 
Score: -15735767.000000 Penalty: 3559.758057
	Iteration 120F: 3 clusters Score -1.573577e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53768 members 
Mstep: Class 2 contains 102848 members 
Entering Unmasked Estep 
Score: -15735757.000000 Penalty: 3559.758057
	Iteration 121Q: 3 clusters Score -1.573576e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53732 members 
Mstep: Class 2 contains 102884 members 
Entering Unmasked Estep 
Score: -15735774.000000 Penalty: 3559.758057
	Iteration 122Q: 3 clusters Score -1.573577e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53695 members 
Mstep: Class 2 contains 102921 members 
Entering Unmasked Estep 
Score: -15735771.000000 Penalty: 3559.758057
	Iteration 123Q: 3 clusters Score -1.573577e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53656 members 
Mstep: Class 2 contains 102960 members 
Entering Unmasked Estep 
Score: -15735763.000000 Penalty: 3559.758057
	Iteration 124Q: 3 clusters Score -1.573576e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53615 members 
Mstep: Class 2 contains 103001 members 
Entering Unmasked Estep 
Score: -15735778.000000 Penalty: 3559.758057
	Iteration 125Q: 3 clusters Score -1.573578e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53573 members 
Mstep: Class 2 contains 103043 members 
Entering Unmasked Estep 
Score: -15735790.000000 Penalty: 3559.758057
	Iteration 126Q: 3 clusters Score -1.573579e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53537 members 
Mstep: Class 2 contains 103079 members 
Entering Unmasked Estep 
Score: -15735795.000000 Penalty: 3559.758057
	Iteration 127Q: 3 clusters Score -1.57358e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53512 members 
Mstep: Class 2 contains 103104 members 
Entering Unmasked Estep 
Score: -15735782.000000 Penalty: 3559.758057
	Iteration 128Q: 3 clusters Score -1.573578e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53486 members 
Mstep: Class 2 contains 103130 members 
Entering Unmasked Estep 
Score: -15735776.000000 Penalty: 3559.758057
	Iteration 129Q: 3 clusters Score -1.573578e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53456 members 
Mstep: Class 2 contains 103160 members 
Entering Unmasked Estep 
Score: -15735782.000000 Penalty: 3559.758057
	Iteration 130Q: 3 clusters Score -1.573578e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53435 members 
Mstep: Class 2 contains 103181 members 
Entering Unmasked Estep 
Score: -15735787.000000 Penalty: 3559.758057
	Iteration 131Q: 3 clusters Score -1.573579e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53402 members 
Mstep: Class 2 contains 103214 members 
Entering Unmasked Estep 
Score: -15735777.000000 Penalty: 3559.758057
	Iteration 132Q: 3 clusters Score -1.573578e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53369 members 
Mstep: Class 2 contains 103247 members 
Entering Unmasked Estep 
Score: -15735779.000000 Penalty: 3559.758057
	Iteration 133Q: 3 clusters Score -1.573578e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53335 members 
Mstep: Class 2 contains 103281 members 
Entering Unmasked Estep 
Score: -15735795.000000 Penalty: 3559.758057
	Iteration 134Q: 3 clusters Score -1.57358e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53307 members 
Mstep: Class 2 contains 103309 members 
Entering Unmasked Estep 
Score: -15735800.000000 Penalty: 3559.758057
	Iteration 135Q: 3 clusters Score -1.57358e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53271 members 
Mstep: Class 2 contains 103345 members 
Entering Unmasked Estep 
Score: -15735786.000000 Penalty: 3559.758057
	Iteration 136Q: 3 clusters Score -1.573579e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53233 members 
Mstep: Class 2 contains 103383 members 
Entering Unmasked Estep 
Score: -15735767.000000 Penalty: 3559.758057
	Iteration 137Q: 3 clusters Score -1.573577e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53202 members 
Mstep: Class 2 contains 103414 members 
Entering Unmasked Estep 
Score: -15735790.000000 Penalty: 3559.758057
	Iteration 138Q: 3 clusters Score -1.573579e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53175 members 
Mstep: Class 2 contains 103441 members 
Entering Unmasked Estep 
Score: -15735799.000000 Penalty: 3559.758057
	Iteration 139Q: 3 clusters Score -1.57358e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53155 members 
Mstep: Class 2 contains 103461 members 
Entering Unmasked Estep 
Score: -15735803.000000 Penalty: 3559.758057
	Iteration 140F: 3 clusters Score -1.57358e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53134 members 
Mstep: Class 2 contains 103482 members 
Entering Unmasked Estep 
Score: -15735796.000000 Penalty: 3559.758057
	Iteration 141Q: 3 clusters Score -1.57358e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53110 members 
Mstep: Class 2 contains 103506 members 
Entering Unmasked Estep 
Score: -15735794.000000 Penalty: 3559.758057
	Iteration 142Q: 3 clusters Score -1.573579e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53088 members 
Mstep: Class 2 contains 103528 members 
Entering Unmasked Estep 
Score: -15735793.000000 Penalty: 3559.758057
	Iteration 143Q: 3 clusters Score -1.573579e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53066 members 
Mstep: Class 2 contains 103550 members 
Entering Unmasked Estep 
Score: -15735783.000000 Penalty: 3559.758057
	Iteration 144Q: 3 clusters Score -1.573578e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53045 members 
Mstep: Class 2 contains 103571 members 
Entering Unmasked Estep 
Score: -15735821.000000 Penalty: 3559.758057
	Iteration 145Q: 3 clusters Score -1.573582e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53023 members 
Mstep: Class 2 contains 103593 members 
Entering Unmasked Estep 
Score: -15735822.000000 Penalty: 3559.758057
	Iteration 146Q: 3 clusters Score -1.573582e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52997 members 
Mstep: Class 2 contains 103619 members 
Entering Unmasked Estep 
Score: -15735825.000000 Penalty: 3559.758057
	Iteration 147Q: 3 clusters Score -1.573582e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52978 members 
Mstep: Class 2 contains 103638 members 
Entering Unmasked Estep 
Score: -15735792.000000 Penalty: 3559.758057
	Iteration 148Q: 3 clusters Score -1.573579e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52959 members 
Mstep: Class 2 contains 103657 members 
Entering Unmasked Estep 
Score: -15735801.000000 Penalty: 3559.758057
	Iteration 149Q: 3 clusters Score -1.57358e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52941 members 
Mstep: Class 2 contains 103675 members 
Entering Unmasked Estep 
Score: -15735805.000000 Penalty: 3559.758057
	Iteration 150Q: 3 clusters Score -1.57358e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52924 members 
Mstep: Class 2 contains 103692 members 
Entering Unmasked Estep 
Score: -15735814.000000 Penalty: 3559.758057
	Iteration 151Q: 3 clusters Score -1.573581e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52907 members 
Mstep: Class 2 contains 103709 members 
Entering Unmasked Estep 
Score: -15735812.000000 Penalty: 3559.758057
	Iteration 152Q: 3 clusters Score -1.573581e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52898 members 
Mstep: Class 2 contains 103718 members 
Entering Unmasked Estep 
Score: -15735813.000000 Penalty: 3559.758057
	Iteration 153Q: 3 clusters Score -1.573581e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52888 members 
Mstep: Class 2 contains 103728 members 
Entering Unmasked Estep 
Score: -15735817.000000 Penalty: 3559.758057
	Iteration 154Q: 3 clusters Score -1.573582e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52886 members 
Mstep: Class 2 contains 103730 members 
Entering Unmasked Estep 
Score: -15735825.000000 Penalty: 3559.758057
	Iteration 155Q: 3 clusters Score -1.573582e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52882 members 
Mstep: Class 2 contains 103734 members 
Entering Unmasked Estep 
Score: -15735825.000000 Penalty: 3559.758057
	Iteration 156Q: 3 clusters Score -1.573582e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52872 members 
Mstep: Class 2 contains 103744 members 
Entering Unmasked Estep 
Score: -15735816.000000 Penalty: 3559.758057
	Iteration 157Q: 3 clusters Score -1.573582e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52859 members 
Mstep: Class 2 contains 103757 members 
Entering Unmasked Estep 
Score: -15735816.000000 Penalty: 3559.758057
	Iteration 158Q: 3 clusters Score -1.573582e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52849 members 
Mstep: Class 2 contains 103767 members 
Entering Unmasked Estep 
Score: -15735840.000000 Penalty: 3559.758057
	Iteration 159Q: 3 clusters Score -1.573584e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52836 members 
Mstep: Class 2 contains 103780 members 
Entering Unmasked Estep 
Score: -15735830.000000 Penalty: 3559.758057
	Iteration 160F: 3 clusters Score -1.573583e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52823 members 
Mstep: Class 2 contains 103793 members 
Entering Unmasked Estep 
Score: -15735832.000000 Penalty: 3559.758057
	Iteration 161Q: 3 clusters Score -1.573583e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52812 members 
Mstep: Class 2 contains 103804 members 
Entering Unmasked Estep 
Score: -15735854.000000 Penalty: 3559.758057
	Iteration 162Q: 3 clusters Score -1.573585e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52796 members 
Mstep: Class 2 contains 103820 members 
Entering Unmasked Estep 
Score: -15735854.000000 Penalty: 3559.758057
	Iteration 163Q: 3 clusters Score -1.573585e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52782 members 
Mstep: Class 2 contains 103834 members 
Entering Unmasked Estep 
Score: -15735847.000000 Penalty: 3559.758057
	Iteration 164Q: 3 clusters Score -1.573585e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52773 members 
Mstep: Class 2 contains 103843 members 
Entering Unmasked Estep 
Score: -15735848.000000 Penalty: 3559.758057
	Iteration 165Q: 3 clusters Score -1.573585e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52761 members 
Mstep: Class 2 contains 103855 members 
Entering Unmasked Estep 
Score: -15735840.000000 Penalty: 3559.758057
	Iteration 166Q: 3 clusters Score -1.573584e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52749 members 
Mstep: Class 2 contains 103867 members 
Entering Unmasked Estep 
Score: -15735844.000000 Penalty: 3559.758057
	Iteration 167Q: 3 clusters Score -1.573584e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52733 members 
Mstep: Class 2 contains 103883 members 
Entering Unmasked Estep 
Score: -15735846.000000 Penalty: 3559.758057
	Iteration 168Q: 3 clusters Score -1.573585e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52717 members 
Mstep: Class 2 contains 103899 members 
Entering Unmasked Estep 
Score: -15735843.000000 Penalty: 3559.758057
	Iteration 169Q: 3 clusters Score -1.573584e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52708 members 
Mstep: Class 2 contains 103908 members 
Entering Unmasked Estep 
Score: -15735836.000000 Penalty: 3559.758057
	Iteration 170Q: 3 clusters Score -1.573584e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52701 members 
Mstep: Class 2 contains 103915 members 
Entering Unmasked Estep 
Score: -15735844.000000 Penalty: 3559.758057
	Iteration 171Q: 3 clusters Score -1.573584e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52698 members 
Mstep: Class 2 contains 103918 members 
Entering Unmasked Estep 
Score: -15735849.000000 Penalty: 3559.758057
	Iteration 172Q: 3 clusters Score -1.573585e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52696 members 
Mstep: Class 2 contains 103920 members 
Entering Unmasked Estep 
Score: -15735838.000000 Penalty: 3559.758057
	Iteration 173Q: 3 clusters Score -1.573584e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52693 members 
Mstep: Class 2 contains 103923 members 
Entering Unmasked Estep 
Score: -15735841.000000 Penalty: 3559.758057
	Iteration 174Q: 3 clusters Score -1.573584e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52690 members 
Mstep: Class 2 contains 103926 members 
Entering Unmasked Estep 
Score: -15735842.000000 Penalty: 3559.758057
	Iteration 175Q: 3 clusters Score -1.573584e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52686 members 
Mstep: Class 2 contains 103930 members 
Entering Unmasked Estep 
Score: -15735847.000000 Penalty: 3559.758057
	Iteration 176Q: 3 clusters Score -1.573585e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52678 members 
Mstep: Class 2 contains 103938 members 
Entering Unmasked Estep 
Score: -15735821.000000 Penalty: 3559.758057
	Iteration 177Q: 3 clusters Score -1.573582e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52665 members 
Mstep: Class 2 contains 103951 members 
Entering Unmasked Estep 
Score: -15735812.000000 Penalty: 3559.758057
	Iteration 178Q: 3 clusters Score -1.573581e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52648 members 
Mstep: Class 2 contains 103968 members 
Entering Unmasked Estep 
Score: -15735820.000000 Penalty: 3559.758057
	Iteration 179Q: 3 clusters Score -1.573582e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52631 members 
Mstep: Class 2 contains 103985 members 
Entering Unmasked Estep 
Score: -15735805.000000 Penalty: 3559.758057
	Iteration 180F: 3 clusters Score -1.57358e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52612 members 
Mstep: Class 2 contains 104004 members 
Entering Unmasked Estep 
Score: -15735814.000000 Penalty: 3559.758057
	Iteration 181Q: 3 clusters Score -1.573581e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52589 members 
Mstep: Class 2 contains 104027 members 
Entering Unmasked Estep 
Score: -15735813.000000 Penalty: 3559.758057
	Iteration 182Q: 3 clusters Score -1.573581e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52561 members 
Mstep: Class 2 contains 104055 members 
Entering Unmasked Estep 
Score: -15735809.000000 Penalty: 3559.758057
	Iteration 183Q: 3 clusters Score -1.573581e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52530 members 
Mstep: Class 2 contains 104086 members 
Entering Unmasked Estep 
Score: -15735825.000000 Penalty: 3559.758057
	Iteration 184Q: 3 clusters Score -1.573582e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52488 members 
Mstep: Class 2 contains 104128 members 
Entering Unmasked Estep 
Score: -15735825.000000 Penalty: 3559.758057
	Iteration 185Q: 3 clusters Score -1.573582e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52443 members 
Mstep: Class 2 contains 104173 members 
Entering Unmasked Estep 
Score: -15735805.000000 Penalty: 3559.758057
	Iteration 186Q: 3 clusters Score -1.57358e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52397 members 
Mstep: Class 2 contains 104219 members 
Entering Unmasked Estep 
Score: -15735794.000000 Penalty: 3559.758057
	Iteration 187Q: 3 clusters Score -1.573579e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52348 members 
Mstep: Class 2 contains 104268 members 
Entering Unmasked Estep 
Score: -15735779.000000 Penalty: 3559.758057
	Iteration 188Q: 3 clusters Score -1.573578e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52309 members 
Mstep: Class 2 contains 104307 members 
Entering Unmasked Estep 
Score: -15735793.000000 Penalty: 3559.758057
	Iteration 189Q: 3 clusters Score -1.573579e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52276 members 
Mstep: Class 2 contains 104340 members 
Entering Unmasked Estep 
Score: -15735788.000000 Penalty: 3559.758057
	Iteration 190Q: 3 clusters Score -1.573579e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52244 members 
Mstep: Class 2 contains 104372 members 
Entering Unmasked Estep 
Score: -15735788.000000 Penalty: 3559.758057
	Iteration 191Q: 3 clusters Score -1.573579e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52209 members 
Mstep: Class 2 contains 104407 members 
Entering Unmasked Estep 
Score: -15735791.000000 Penalty: 3559.758057
	Iteration 192Q: 3 clusters Score -1.573579e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52180 members 
Mstep: Class 2 contains 104436 members 
Entering Unmasked Estep 
Score: -15735779.000000 Penalty: 3559.758057
	Iteration 193Q: 3 clusters Score -1.573578e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52152 members 
Mstep: Class 2 contains 104464 members 
Entering Unmasked Estep 
Score: -15735778.000000 Penalty: 3559.758057
	Iteration 194Q: 3 clusters Score -1.573578e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52124 members 
Mstep: Class 2 contains 104492 members 
Entering Unmasked Estep 
Score: -15735778.000000 Penalty: 3559.758057
	Iteration 195Q: 3 clusters Score -1.573578e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52093 members 
Mstep: Class 2 contains 104523 members 
Entering Unmasked Estep 
Score: -15735784.000000 Penalty: 3559.758057
	Iteration 196Q: 3 clusters Score -1.573578e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52070 members 
Mstep: Class 2 contains 104546 members 
Entering Unmasked Estep 
Score: -15735780.000000 Penalty: 3559.758057
	Iteration 197Q: 3 clusters Score -1.573578e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52049 members 
Mstep: Class 2 contains 104567 members 
Entering Unmasked Estep 
Score: -15735790.000000 Penalty: 3559.758057
	Iteration 198Q: 3 clusters Score -1.573579e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52034 members 
Mstep: Class 2 contains 104582 members 
Entering Unmasked Estep 
Score: -15735790.000000 Penalty: 3559.758057
	Iteration 199Q: 3 clusters Score -1.573579e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52015 members 
Mstep: Class 2 contains 104601 members 
Entering Unmasked Estep 
Score: -15735794.000000 Penalty: 3559.758057
	Iteration 200F: 3 clusters Score -1.573579e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51987 members 
Mstep: Class 2 contains 104629 members 
Entering Unmasked Estep 
Score: -15735791.000000 Penalty: 3559.758057
	Iteration 201Q: 3 clusters Score -1.573579e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51960 members 
Mstep: Class 2 contains 104656 members 
Entering Unmasked Estep 
Score: -15735788.000000 Penalty: 3559.758057
	Iteration 202Q: 3 clusters Score -1.573579e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51933 members 
Mstep: Class 2 contains 104683 members 
Entering Unmasked Estep 
Score: -15735791.000000 Penalty: 3559.758057
	Iteration 203Q: 3 clusters Score -1.573579e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51905 members 
Mstep: Class 2 contains 104711 members 
Entering Unmasked Estep 
Score: -15735780.000000 Penalty: 3559.758057
	Iteration 204Q: 3 clusters Score -1.573578e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51877 members 
Mstep: Class 2 contains 104739 members 
Entering Unmasked Estep 
Score: -15735757.000000 Penalty: 3559.758057
	Iteration 205Q: 3 clusters Score -1.573576e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51853 members 
Mstep: Class 2 contains 104763 members 
Entering Unmasked Estep 
Score: -15735767.000000 Penalty: 3559.758057
	Iteration 206Q: 3 clusters Score -1.573577e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51833 members 
Mstep: Class 2 contains 104783 members 
Entering Unmasked Estep 
Score: -15735782.000000 Penalty: 3559.758057
	Iteration 207Q: 3 clusters Score -1.573578e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51805 members 
Mstep: Class 2 contains 104811 members 
Entering Unmasked Estep 
Score: -15735784.000000 Penalty: 3559.758057
	Iteration 208Q: 3 clusters Score -1.573578e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51776 members 
Mstep: Class 2 contains 104840 members 
Entering Unmasked Estep 
Score: -15735782.000000 Penalty: 3559.758057
	Iteration 209Q: 3 clusters Score -1.573578e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51747 members 
Mstep: Class 2 contains 104869 members 
Entering Unmasked Estep 
Score: -15735777.000000 Penalty: 3559.758057
	Iteration 210Q: 3 clusters Score -1.573578e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51716 members 
Mstep: Class 2 contains 104900 members 
Entering Unmasked Estep 
Score: -15735776.000000 Penalty: 3559.758057
	Iteration 211Q: 3 clusters Score -1.573578e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51686 members 
Mstep: Class 2 contains 104930 members 
Entering Unmasked Estep 
Score: -15735791.000000 Penalty: 3559.758057
	Iteration 212Q: 3 clusters Score -1.573579e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51661 members 
Mstep: Class 2 contains 104955 members 
Entering Unmasked Estep 
Score: -15735813.000000 Penalty: 3559.758057
	Iteration 213Q: 3 clusters Score -1.573581e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51634 members 
Mstep: Class 2 contains 104982 members 
Entering Unmasked Estep 
Score: -15735821.000000 Penalty: 3559.758057
	Iteration 214Q: 3 clusters Score -1.573582e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51603 members 
Mstep: Class 2 contains 105013 members 
Entering Unmasked Estep 
Score: -15735837.000000 Penalty: 3559.758057
	Iteration 215Q: 3 clusters Score -1.573584e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51577 members 
Mstep: Class 2 contains 105039 members 
Entering Unmasked Estep 
Score: -15735827.000000 Penalty: 3559.758057
	Iteration 216Q: 3 clusters Score -1.573583e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51542 members 
Mstep: Class 2 contains 105074 members 
Entering Unmasked Estep 
Score: -15735837.000000 Penalty: 3559.758057
	Iteration 217Q: 3 clusters Score -1.573584e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51498 members 
Mstep: Class 2 contains 105118 members 
Entering Unmasked Estep 
Score: -15735834.000000 Penalty: 3559.758057
	Iteration 218Q: 3 clusters Score -1.573583e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51457 members 
Mstep: Class 2 contains 105159 members 
Entering Unmasked Estep 
Score: -15735877.000000 Penalty: 3559.758057
	Iteration 219Q: 3 clusters Score -1.573588e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51417 members 
Mstep: Class 2 contains 105199 members 
Entering Unmasked Estep 
Score: -15735874.000000 Penalty: 3559.758057
	Iteration 220F: 3 clusters Score -1.573587e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51378 members 
Mstep: Class 2 contains 105238 members 
Entering Unmasked Estep 
Score: -15735846.000000 Penalty: 3559.758057
	Iteration 221Q: 3 clusters Score -1.573585e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51338 members 
Mstep: Class 2 contains 105278 members 
Entering Unmasked Estep 
Score: -15735834.000000 Penalty: 3559.758057
	Iteration 222Q: 3 clusters Score -1.573583e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51302 members 
Mstep: Class 2 contains 105314 members 
Entering Unmasked Estep 
Score: -15735837.000000 Penalty: 3559.758057
	Iteration 223Q: 3 clusters Score -1.573584e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51261 members 
Mstep: Class 2 contains 105355 members 
Entering Unmasked Estep 
Score: -15735842.000000 Penalty: 3559.758057
	Iteration 224Q: 3 clusters Score -1.573584e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51226 members 
Mstep: Class 2 contains 105390 members 
Entering Unmasked Estep 
Score: -15735861.000000 Penalty: 3559.758057
	Iteration 225Q: 3 clusters Score -1.573586e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51180 members 
Mstep: Class 2 contains 105436 members 
Entering Unmasked Estep 
Score: -15735873.000000 Penalty: 3559.758057
	Iteration 226Q: 3 clusters Score -1.573587e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51138 members 
Mstep: Class 2 contains 105478 members 
Entering Unmasked Estep 
Score: -15735854.000000 Penalty: 3559.758057
	Iteration 227Q: 3 clusters Score -1.573585e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51096 members 
Mstep: Class 2 contains 105520 members 
Entering Unmasked Estep 
Score: -15735868.000000 Penalty: 3559.758057
	Iteration 228Q: 3 clusters Score -1.573587e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51056 members 
Mstep: Class 2 contains 105560 members 
Entering Unmasked Estep 
Score: -15735862.000000 Penalty: 3559.758057
	Iteration 229Q: 3 clusters Score -1.573586e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51010 members 
Mstep: Class 2 contains 105606 members 
Entering Unmasked Estep 
Score: -15735852.000000 Penalty: 3559.758057
	Iteration 230Q: 3 clusters Score -1.573585e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50961 members 
Mstep: Class 2 contains 105655 members 
Entering Unmasked Estep 
Score: -15735820.000000 Penalty: 3559.758057
	Iteration 231Q: 3 clusters Score -1.573582e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50907 members 
Mstep: Class 2 contains 105709 members 
Entering Unmasked Estep 
Score: -15735807.000000 Penalty: 3559.758057
	Iteration 232Q: 3 clusters Score -1.573581e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50847 members 
Mstep: Class 2 contains 105769 members 
Entering Unmasked Estep 
Score: -15735830.000000 Penalty: 3559.758057
	Iteration 233Q: 3 clusters Score -1.573583e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50789 members 
Mstep: Class 2 contains 105827 members 
Entering Unmasked Estep 
Score: -15735816.000000 Penalty: 3559.758057
	Iteration 234Q: 3 clusters Score -1.573582e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50721 members 
Mstep: Class 2 contains 105895 members 
Entering Unmasked Estep 
Score: -15735817.000000 Penalty: 3559.758057
	Iteration 235Q: 3 clusters Score -1.573582e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50648 members 
Mstep: Class 2 contains 105968 members 
Entering Unmasked Estep 
Score: -15735811.000000 Penalty: 3559.758057
	Iteration 236Q: 3 clusters Score -1.573581e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50558 members 
Mstep: Class 2 contains 106058 members 
Entering Unmasked Estep 
Score: -15735838.000000 Penalty: 3559.758057
	Iteration 237Q: 3 clusters Score -1.573584e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50489 members 
Mstep: Class 2 contains 106127 members 
Entering Unmasked Estep 
Score: -15735846.000000 Penalty: 3559.758057
	Iteration 238Q: 3 clusters Score -1.573585e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50425 members 
Mstep: Class 2 contains 106191 members 
Entering Unmasked Estep 
Score: -15735833.000000 Penalty: 3559.758057
	Iteration 239Q: 3 clusters Score -1.573583e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50351 members 
Mstep: Class 2 contains 106265 members 
Entering Unmasked Estep 
Score: -15735827.000000 Penalty: 3559.758057
	Iteration 240F: 3 clusters Score -1.573583e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50291 members 
Mstep: Class 2 contains 106325 members 
Entering Unmasked Estep 
Score: -15735825.000000 Penalty: 3559.758057
	Iteration 241Q: 3 clusters Score -1.573582e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50241 members 
Mstep: Class 2 contains 106375 members 
Entering Unmasked Estep 
Score: -15735830.000000 Penalty: 3559.758057
	Iteration 242Q: 3 clusters Score -1.573583e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50184 members 
Mstep: Class 2 contains 106432 members 
Entering Unmasked Estep 
Score: -15735823.000000 Penalty: 3559.758057
	Iteration 243Q: 3 clusters Score -1.573582e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50127 members 
Mstep: Class 2 contains 106489 members 
Entering Unmasked Estep 
Score: -15735819.000000 Penalty: 3559.758057
	Iteration 244Q: 3 clusters Score -1.573582e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50065 members 
Mstep: Class 2 contains 106551 members 
Entering Unmasked Estep 
Score: -15735828.000000 Penalty: 3559.758057
	Iteration 245Q: 3 clusters Score -1.573583e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50000 members 
Mstep: Class 2 contains 106616 members 
Entering Unmasked Estep 
Score: -15735843.000000 Penalty: 3559.758057
	Iteration 246Q: 3 clusters Score -1.573584e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49935 members 
Mstep: Class 2 contains 106681 members 
Entering Unmasked Estep 
Score: -15735833.000000 Penalty: 3559.758057
	Iteration 247Q: 3 clusters Score -1.573583e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49882 members 
Mstep: Class 2 contains 106734 members 
Entering Unmasked Estep 
Score: -15735824.000000 Penalty: 3559.758057
	Iteration 248Q: 3 clusters Score -1.573582e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49834 members 
Mstep: Class 2 contains 106782 members 
Entering Unmasked Estep 
Score: -15735845.000000 Penalty: 3559.758057
	Iteration 249Q: 3 clusters Score -1.573584e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49790 members 
Mstep: Class 2 contains 106826 members 
Entering Unmasked Estep 
Score: -15735835.000000 Penalty: 3559.758057
	Iteration 250Q: 3 clusters Score -1.573584e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49753 members 
Mstep: Class 2 contains 106863 members 
Entering Unmasked Estep 
Score: -15735828.000000 Penalty: 3559.758057
	Iteration 251Q: 3 clusters Score -1.573583e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49725 members 
Mstep: Class 2 contains 106891 members 
Entering Unmasked Estep 
Score: -15735817.000000 Penalty: 3559.758057
	Iteration 252Q: 3 clusters Score -1.573582e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49698 members 
Mstep: Class 2 contains 106918 members 
Entering Unmasked Estep 
Score: -15735825.000000 Penalty: 3559.758057
	Iteration 253Q: 3 clusters Score -1.573582e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49663 members 
Mstep: Class 2 contains 106953 members 
Entering Unmasked Estep 
Score: -15735847.000000 Penalty: 3559.758057
	Iteration 254Q: 3 clusters Score -1.573585e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49631 members 
Mstep: Class 2 contains 106985 members 
Entering Unmasked Estep 
Score: -15735846.000000 Penalty: 3559.758057
	Iteration 255Q: 3 clusters Score -1.573585e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49597 members 
Mstep: Class 2 contains 107019 members 
Entering Unmasked Estep 
Score: -15735848.000000 Penalty: 3559.758057
	Iteration 256Q: 3 clusters Score -1.573585e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49571 members 
Mstep: Class 2 contains 107045 members 
Entering Unmasked Estep 
Score: -15735850.000000 Penalty: 3559.758057
	Iteration 257Q: 3 clusters Score -1.573585e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49542 members 
Mstep: Class 2 contains 107074 members 
Entering Unmasked Estep 
Score: -15735857.000000 Penalty: 3559.758057
	Iteration 258Q: 3 clusters Score -1.573586e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49514 members 
Mstep: Class 2 contains 107102 members 
Entering Unmasked Estep 
Score: -15735867.000000 Penalty: 3559.758057
	Iteration 259Q: 3 clusters Score -1.573587e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49496 members 
Mstep: Class 2 contains 107120 members 
Entering Unmasked Estep 
Score: -15735876.000000 Penalty: 3559.758057
	Iteration 260F: 3 clusters Score -1.573588e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49469 members 
Mstep: Class 2 contains 107147 members 
Entering Unmasked Estep 
Score: -15735871.000000 Penalty: 3559.758057
	Iteration 261Q: 3 clusters Score -1.573587e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49439 members 
Mstep: Class 2 contains 107177 members 
Entering Unmasked Estep 
Score: -15735867.000000 Penalty: 3559.758057
	Iteration 262Q: 3 clusters Score -1.573587e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49409 members 
Mstep: Class 2 contains 107207 members 
Entering Unmasked Estep 
Score: -15735859.000000 Penalty: 3559.758057
	Iteration 263Q: 3 clusters Score -1.573586e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49379 members 
Mstep: Class 2 contains 107237 members 
Entering Unmasked Estep 
Score: -15735887.000000 Penalty: 3559.758057
	Iteration 264Q: 3 clusters Score -1.573589e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49350 members 
Mstep: Class 2 contains 107266 members 
Entering Unmasked Estep 
Score: -15735879.000000 Penalty: 3559.758057
	Iteration 265Q: 3 clusters Score -1.573588e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49318 members 
Mstep: Class 2 contains 107298 members 
Entering Unmasked Estep 
Score: -15735880.000000 Penalty: 3559.758057
	Iteration 266Q: 3 clusters Score -1.573588e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49284 members 
Mstep: Class 2 contains 107332 members 
Entering Unmasked Estep 
Score: -15735875.000000 Penalty: 3559.758057
	Iteration 267Q: 3 clusters Score -1.573588e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49248 members 
Mstep: Class 2 contains 107368 members 
Entering Unmasked Estep 
Score: -15735882.000000 Penalty: 3559.758057
	Iteration 268Q: 3 clusters Score -1.573588e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49216 members 
Mstep: Class 2 contains 107400 members 
Entering Unmasked Estep 
Score: -15735888.000000 Penalty: 3559.758057
	Iteration 269Q: 3 clusters Score -1.573589e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49197 members 
Mstep: Class 2 contains 107419 members 
Entering Unmasked Estep 
Score: -15735892.000000 Penalty: 3559.758057
	Iteration 270Q: 3 clusters Score -1.573589e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49175 members 
Mstep: Class 2 contains 107441 members 
Entering Unmasked Estep 
Score: -15735874.000000 Penalty: 3559.758057
	Iteration 271Q: 3 clusters Score -1.573587e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49148 members 
Mstep: Class 2 contains 107468 members 
Entering Unmasked Estep 
Score: -15735889.000000 Penalty: 3559.758057
	Iteration 272Q: 3 clusters Score -1.573589e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49124 members 
Mstep: Class 2 contains 107492 members 
Entering Unmasked Estep 
Score: -15735890.000000 Penalty: 3559.758057
	Iteration 273Q: 3 clusters Score -1.573589e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49102 members 
Mstep: Class 2 contains 107514 members 
Entering Unmasked Estep 
Score: -15735880.000000 Penalty: 3559.758057
	Iteration 274Q: 3 clusters Score -1.573588e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49070 members 
Mstep: Class 2 contains 107546 members 
Entering Unmasked Estep 
Score: -15735910.000000 Penalty: 3559.758057
	Iteration 275Q: 3 clusters Score -1.573591e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49038 members 
Mstep: Class 2 contains 107578 members 
Entering Unmasked Estep 
Score: -15735883.000000 Penalty: 3559.758057
	Iteration 276Q: 3 clusters Score -1.573588e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49004 members 
Mstep: Class 2 contains 107612 members 
Entering Unmasked Estep 
Score: -15735887.000000 Penalty: 3559.758057
	Iteration 277Q: 3 clusters Score -1.573589e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48971 members 
Mstep: Class 2 contains 107645 members 
Entering Unmasked Estep 
Score: -15735866.000000 Penalty: 3559.758057
	Iteration 278Q: 3 clusters Score -1.573587e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48947 members 
Mstep: Class 2 contains 107669 members 
Entering Unmasked Estep 
Score: -15735883.000000 Penalty: 3559.758057
	Iteration 279Q: 3 clusters Score -1.573588e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48920 members 
Mstep: Class 2 contains 107696 members 
Entering Unmasked Estep 
Score: -15735886.000000 Penalty: 3559.758057
	Iteration 280F: 3 clusters Score -1.573589e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48896 members 
Mstep: Class 2 contains 107720 members 
Entering Unmasked Estep 
Score: -15735870.000000 Penalty: 3559.758057
	Iteration 281Q: 3 clusters Score -1.573587e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48873 members 
Mstep: Class 2 contains 107743 members 
Entering Unmasked Estep 
Score: -15735874.000000 Penalty: 3559.758057
	Iteration 282Q: 3 clusters Score -1.573587e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48842 members 
Mstep: Class 2 contains 107774 members 
Entering Unmasked Estep 
Score: -15735883.000000 Penalty: 3559.758057
	Iteration 283Q: 3 clusters Score -1.573588e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48812 members 
Mstep: Class 2 contains 107804 members 
Entering Unmasked Estep 
Score: -15735880.000000 Penalty: 3559.758057
	Iteration 284Q: 3 clusters Score -1.573588e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48793 members 
Mstep: Class 2 contains 107823 members 
Entering Unmasked Estep 
Score: -15735864.000000 Penalty: 3559.758057
	Iteration 285Q: 3 clusters Score -1.573586e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48774 members 
Mstep: Class 2 contains 107842 members 
Entering Unmasked Estep 
Score: -15735884.000000 Penalty: 3559.758057
	Iteration 286Q: 3 clusters Score -1.573588e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48752 members 
Mstep: Class 2 contains 107864 members 
Entering Unmasked Estep 
Score: -15735890.000000 Penalty: 3559.758057
	Iteration 287Q: 3 clusters Score -1.573589e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48739 members 
Mstep: Class 2 contains 107877 members 
Entering Unmasked Estep 
Score: -15735909.000000 Penalty: 3559.758057
	Iteration 288Q: 3 clusters Score -1.573591e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48724 members 
Mstep: Class 2 contains 107892 members 
Entering Unmasked Estep 
Score: -15735899.000000 Penalty: 3559.758057
	Iteration 289Q: 3 clusters Score -1.57359e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48707 members 
Mstep: Class 2 contains 107909 members 
Entering Unmasked Estep 
Score: -15735891.000000 Penalty: 3559.758057
	Iteration 290Q: 3 clusters Score -1.573589e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48686 members 
Mstep: Class 2 contains 107930 members 
Entering Unmasked Estep 
Score: -15735891.000000 Penalty: 3559.758057
	Iteration 291Q: 3 clusters Score -1.573589e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48661 members 
Mstep: Class 2 contains 107955 members 
Entering Unmasked Estep 
Score: -15735899.000000 Penalty: 3559.758057
	Iteration 292Q: 3 clusters Score -1.57359e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48642 members 
Mstep: Class 2 contains 107974 members 
Entering Unmasked Estep 
Score: -15735894.000000 Penalty: 3559.758057
	Iteration 293Q: 3 clusters Score -1.573589e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48628 members 
Mstep: Class 2 contains 107988 members 
Entering Unmasked Estep 
Score: -15735885.000000 Penalty: 3559.758057
	Iteration 294Q: 3 clusters Score -1.573588e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48612 members 
Mstep: Class 2 contains 108004 members 
Entering Unmasked Estep 
Score: -15735893.000000 Penalty: 3559.758057
	Iteration 295Q: 3 clusters Score -1.573589e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48594 members 
Mstep: Class 2 contains 108022 members 
Entering Unmasked Estep 
Score: -15735885.000000 Penalty: 3559.758057
	Iteration 296Q: 3 clusters Score -1.573588e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48582 members 
Mstep: Class 2 contains 108034 members 
Entering Unmasked Estep 
Score: -15735891.000000 Penalty: 3559.758057
	Iteration 297Q: 3 clusters Score -1.573589e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48571 members 
Mstep: Class 2 contains 108045 members 
Entering Unmasked Estep 
Score: -15735891.000000 Penalty: 3559.758057
	Iteration 298Q: 3 clusters Score -1.573589e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48565 members 
Mstep: Class 2 contains 108051 members 
Entering Unmasked Estep 
Score: -15735898.000000 Penalty: 3559.758057
	Iteration 299Q: 3 clusters Score -1.57359e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48559 members 
Mstep: Class 2 contains 108057 members 
Entering Unmasked Estep 
Score: -15735896.000000 Penalty: 3559.758057
	Iteration 300F: 3 clusters Score -1.57359e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48552 members 
Mstep: Class 2 contains 108064 members 
Entering Unmasked Estep 
Score: -15735891.000000 Penalty: 3559.758057
	Iteration 301Q: 3 clusters Score -1.573589e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48542 members 
Mstep: Class 2 contains 108074 members 
Entering Unmasked Estep 
Score: -15735881.000000 Penalty: 3559.758057
	Iteration 302Q: 3 clusters Score -1.573588e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48533 members 
Mstep: Class 2 contains 108083 members 
Entering Unmasked Estep 
Score: -15735881.000000 Penalty: 3559.758057
	Iteration 303Q: 3 clusters Score -1.573588e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48525 members 
Mstep: Class 2 contains 108091 members 
Entering Unmasked Estep 
Score: -15735888.000000 Penalty: 3559.758057
	Iteration 304Q: 3 clusters Score -1.573589e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48513 members 
Mstep: Class 2 contains 108103 members 
Entering Unmasked Estep 
Score: -15735882.000000 Penalty: 3559.758057
	Iteration 305Q: 3 clusters Score -1.573588e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48508 members 
Mstep: Class 2 contains 108108 members 
Entering Unmasked Estep 
Score: -15735874.000000 Penalty: 3559.758057
	Iteration 306Q: 3 clusters Score -1.573587e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48502 members 
Mstep: Class 2 contains 108114 members 
Entering Unmasked Estep 
Score: -15735886.000000 Penalty: 3559.758057
	Iteration 307Q: 3 clusters Score -1.573589e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48493 members 
Mstep: Class 2 contains 108123 members 
Entering Unmasked Estep 
Score: -15735884.000000 Penalty: 3559.758057
	Iteration 308Q: 3 clusters Score -1.573588e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48488 members 
Mstep: Class 2 contains 108128 members 
Entering Unmasked Estep 
Score: -15735878.000000 Penalty: 3559.758057
	Iteration 309Q: 3 clusters Score -1.573588e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48480 members 
Mstep: Class 2 contains 108136 members 
Entering Unmasked Estep 
Score: -15735870.000000 Penalty: 3559.758057
	Iteration 310Q: 3 clusters Score -1.573587e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48471 members 
Mstep: Class 2 contains 108145 members 
Entering Unmasked Estep 
Score: -15735864.000000 Penalty: 3559.758057
	Iteration 311Q: 3 clusters Score -1.573586e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48460 members 
Mstep: Class 2 contains 108156 members 
Entering Unmasked Estep 
Score: -15735875.000000 Penalty: 3559.758057
	Iteration 312Q: 3 clusters Score -1.573588e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48443 members 
Mstep: Class 2 contains 108173 members 
Entering Unmasked Estep 
Score: -15735887.000000 Penalty: 3559.758057
	Iteration 313Q: 3 clusters Score -1.573589e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48426 members 
Mstep: Class 2 contains 108190 members 
Entering Unmasked Estep 
Score: -15735888.000000 Penalty: 3559.758057
	Iteration 314Q: 3 clusters Score -1.573589e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48417 members 
Mstep: Class 2 contains 108199 members 
Entering Unmasked Estep 
Score: -15735893.000000 Penalty: 3559.758057
	Iteration 315Q: 3 clusters Score -1.573589e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48411 members 
Mstep: Class 2 contains 108205 members 
Entering Unmasked Estep 
Score: -15735890.000000 Penalty: 3559.758057
	Iteration 316Q: 3 clusters Score -1.573589e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48405 members 
Mstep: Class 2 contains 108211 members 
Entering Unmasked Estep 
Score: -15735895.000000 Penalty: 3559.758057
	Iteration 317Q: 3 clusters Score -1.57359e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48402 members 
Mstep: Class 2 contains 108214 members 
Entering Unmasked Estep 
Score: -15735884.000000 Penalty: 3559.758057
	Iteration 318Q: 3 clusters Score -1.573588e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48402 members 
Mstep: Class 2 contains 108214 members 
Entering Unmasked Estep 
Score: -15735884.000000 Penalty: 3559.758057
	Iteration 319F: 3 clusters Score -1.573588e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (54260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54260 members 
Entering Unmasked Estep 
Score: -5587566.500000 Penalty: 1622.149536
	Iteration 0F: 2 clusters Score -5587566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27271 members 
Mstep: Class 2 contains 26989 members 
Entering Unmasked Estep 
Score: -5552143.000000 Penalty: 3244.299072
	Iteration 0F: 3 clusters Score -5552143 nChanged 25113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 26556 members 
Entering Unmasked Estep 
Score: -5566662.500000 Penalty: 3244.299072
	Iteration 1F: 3 clusters Score -5566662 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 26381 members 
Entering Unmasked Estep 
Score: -5567845.500000 Penalty: 3244.299072
	Iteration 2Q: 3 clusters Score -5567846 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28047 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -5569389.500000 Penalty: 3244.299072
	Iteration 3F: 3 clusters Score -5569390 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28284 members 
Mstep: Class 2 contains 25976 members 
Entering Unmasked Estep 
Score: -5571517.500000 Penalty: 3244.299072
	Iteration 4F: 3 clusters Score -5571518 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 25690 members 
Entering Unmasked Estep 
Score: -5574253.500000 Penalty: 3244.299072
	Iteration 5F: 3 clusters Score -5574254 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28928 members 
Mstep: Class 2 contains 25332 members 
Entering Unmasked Estep 
Score: -5577206.500000 Penalty: 3244.299072
	Iteration 6F: 3 clusters Score -5577206 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29425 members 
Mstep: Class 2 contains 24835 members 
Entering Unmasked Estep 
Score: -5579791.500000 Penalty: 3244.299072
	Iteration 7F: 3 clusters Score -5579792 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29934 members 
Mstep: Class 2 contains 24326 members 
Entering Unmasked Estep 
Score: -5581830.500000 Penalty: 3244.299072
	Iteration 8F: 3 clusters Score -5581830 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30425 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -5583051.500000 Penalty: 3244.299072
	Iteration 9Q: 3 clusters Score -5583052 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30837 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
Score: -5583759.500000 Penalty: 3244.299072
	Iteration 10Q: 3 clusters Score -5583760 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31184 members 
Mstep: Class 2 contains 23076 members 
Entering Unmasked Estep 
Score: -5584201.500000 Penalty: 3244.299072
	Iteration 11Q: 3 clusters Score -5584202 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31451 members 
Mstep: Class 2 contains 22809 members 
Entering Unmasked Estep 
Score: -5584455.000000 Penalty: 3244.299072
	Iteration 12Q: 3 clusters Score -5584455 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31679 members 
Mstep: Class 2 contains 22581 members 
Entering Unmasked Estep 
Score: -5584598.000000 Penalty: 3244.299072
	Iteration 13Q: 3 clusters Score -5584598 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31887 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -5584743.000000 Penalty: 3244.299072
	Iteration 14Q: 3 clusters Score -5584743 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32060 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -5584835.000000 Penalty: 3244.299072
	Iteration 15Q: 3 clusters Score -5584835 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32211 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -5584872.000000 Penalty: 3244.299072
	Iteration 16Q: 3 clusters Score -5584872 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32377 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -5584931.000000 Penalty: 3244.299072
	Iteration 17Q: 3 clusters Score -5584931 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32534 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -5584953.500000 Penalty: 3244.299072
	Iteration 18Q: 3 clusters Score -5584954 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32688 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -5584997.500000 Penalty: 3244.299072
	Iteration 19Q: 3 clusters Score -5584998 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32846 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -5585067.000000 Penalty: 3244.299072
	Iteration 20F: 3 clusters Score -5585067 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32990 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -5585103.000000 Penalty: 3244.299072
	Iteration 21Q: 3 clusters Score -5585103 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33171 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -5585172.500000 Penalty: 3244.299072
	Iteration 22Q: 3 clusters Score -5585172 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33394 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -5585230.000000 Penalty: 3244.299072
	Iteration 23Q: 3 clusters Score -5585230 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33646 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -5585367.500000 Penalty: 3244.299072
	Iteration 24Q: 3 clusters Score -5585368 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33960 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -5585546.000000 Penalty: 3244.299072
	Iteration 25Q: 3 clusters Score -5585546 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34323 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -5585862.000000 Penalty: 3244.299072
	Iteration 26Q: 3 clusters Score -5585862 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34794 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -5586531.000000 Penalty: 3244.299072
	Iteration 27Q: 3 clusters Score -5586531 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35411 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -5587994.500000 Penalty: 3244.299072
	Iteration 28Q: 3 clusters Score -5587994 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36095 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -5591308.000000 Penalty: 3244.299072
	Iteration 29Q: 3 clusters Score -5591308 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36618 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -5597208.500000 Penalty: 3244.299072
	Iteration 30Q: 3 clusters Score -5597208 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36159 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -5599583.500000 Penalty: 3244.299072
	Iteration 31Q: 3 clusters Score -5599584 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35481 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -5600152.000000 Penalty: 3244.299072
	Iteration 32Q: 3 clusters Score -5600152 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34806 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -5600494.500000 Penalty: 3244.299072
	Iteration 33Q: 3 clusters Score -5600494 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34199 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -5600784.500000 Penalty: 3244.299072
	Iteration 34Q: 3 clusters Score -5600784 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33646 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -5601056.500000 Penalty: 3244.299072
	Iteration 35Q: 3 clusters Score -5601056 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33097 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -5601239.500000 Penalty: 3244.299072
	Iteration 36Q: 3 clusters Score -5601240 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32638 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -5601379.000000 Penalty: 3244.299072
	Iteration 37Q: 3 clusters Score -5601379 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32266 members 
Mstep: Class 2 contains 21994 members 
Entering Unmasked Estep 
Score: -5601487.500000 Penalty: 3244.299072
	Iteration 38Q: 3 clusters Score -5601488 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31983 members 
Mstep: Class 2 contains 22277 members 
Entering Unmasked Estep 
Score: -5601556.500000 Penalty: 3244.299072
	Iteration 39Q: 3 clusters Score -5601556 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31772 members 
Mstep: Class 2 contains 22488 members 
Entering Unmasked Estep 
Score: -5601902.000000 Penalty: 3244.299072
	Iteration 40F: 3 clusters Score -5601902 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31232 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -5602248.500000 Penalty: 3244.299072
	Iteration 41Q: 3 clusters Score -5602248 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30652 members 
Mstep: Class 2 contains 23608 members 
Entering Unmasked Estep 
Score: -5602600.000000 Penalty: 3244.299072
	Iteration 42Q: 3 clusters Score -5602600 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30038 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -5602966.500000 Penalty: 3244.299072
	Iteration 43Q: 3 clusters Score -5602966 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29422 members 
Mstep: Class 2 contains 24838 members 
Entering Unmasked Estep 
Score: -5603373.500000 Penalty: 3244.299072
	Iteration 44Q: 3 clusters Score -5603374 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28752 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -5603888.500000 Penalty: 3244.299072
	Iteration 45Q: 3 clusters Score -5603888 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28059 members 
Mstep: Class 2 contains 26201 members 
Entering Unmasked Estep 
Score: -5604543.000000 Penalty: 3244.299072
	Iteration 46Q: 3 clusters Score -5604543 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27314 members 
Mstep: Class 2 contains 26946 members 
Entering Unmasked Estep 
Score: -5605488.000000 Penalty: 3244.299072
	Iteration 47Q: 3 clusters Score -5605488 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 27702 members 
Entering Unmasked Estep 
Score: -5606444.000000 Penalty: 3244.299072
	Iteration 48Q: 3 clusters Score -5606444 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 28413 members 
Entering Unmasked Estep 
Score: -5607345.000000 Penalty: 3244.299072
	Iteration 49Q: 3 clusters Score -5607345 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
Score: -5607878.500000 Penalty: 3244.299072
	Iteration 50Q: 3 clusters Score -5607878 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24985 members 
Mstep: Class 2 contains 29275 members 
Entering Unmasked Estep 
Score: -5608098.000000 Penalty: 3244.299072
	Iteration 51Q: 3 clusters Score -5608098 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24739 members 
Mstep: Class 2 contains 29521 members 
Entering Unmasked Estep 
Score: -5608249.000000 Penalty: 3244.299072
	Iteration 52Q: 3 clusters Score -5608249 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 29662 members 
Entering Unmasked Estep 
Score: -5608296.500000 Penalty: 3244.299072
	Iteration 53Q: 3 clusters Score -5608296 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 29727 members 
Entering Unmasked Estep 
Score: -5608310.500000 Penalty: 3244.299072
	Iteration 54Q: 3 clusters Score -5608310 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24498 members 
Mstep: Class 2 contains 29762 members 
Entering Unmasked Estep 
Score: -5608313.000000 Penalty: 3244.299072
	Iteration 55Q: 3 clusters Score -5608313 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 29773 members 
Entering Unmasked Estep 
Score: -5608309.000000 Penalty: 3244.299072
	Iteration 56Q: 3 clusters Score -5608309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 29779 members 
Entering Unmasked Estep 
Score: -5608312.000000 Penalty: 3244.299072
	Iteration 57Q: 3 clusters Score -5608312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 29783 members 
Entering Unmasked Estep 
Score: -5608319.000000 Penalty: 3244.299072
	Iteration 58Q: 3 clusters Score -5608319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 29787 members 
Entering Unmasked Estep 
Score: -5608308.000000 Penalty: 3244.299072
	Iteration 59Q: 3 clusters Score -5608308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 29789 members 
Entering Unmasked Estep 
Score: -5608365.000000 Penalty: 3244.299072
	Iteration 60F: 3 clusters Score -5608365 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24441 members 
Mstep: Class 2 contains 29819 members 
Entering Unmasked Estep 
Score: -5608370.000000 Penalty: 3244.299072
	Iteration 61Q: 3 clusters Score -5608370 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 29851 members 
Entering Unmasked Estep 
Score: -5608349.500000 Penalty: 3244.299072
	Iteration 62Q: 3 clusters Score -5608350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 29865 members 
Entering Unmasked Estep 
Score: -5608359.000000 Penalty: 3244.299072
	Iteration 63Q: 3 clusters Score -5608359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24386 members 
Mstep: Class 2 contains 29874 members 
Entering Unmasked Estep 
Score: -5608363.500000 Penalty: 3244.299072
	Iteration 64Q: 3 clusters Score -5608364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 29880 members 
Entering Unmasked Estep 
Score: -5608362.500000 Penalty: 3244.299072
	Iteration 65Q: 3 clusters Score -5608362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 29887 members 
Entering Unmasked Estep 
Score: -5608363.000000 Penalty: 3244.299072
	Iteration 66Q: 3 clusters Score -5608363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 29892 members 
Entering Unmasked Estep 
Score: -5608364.500000 Penalty: 3244.299072
	Iteration 67Q: 3 clusters Score -5608364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 29895 members 
Entering Unmasked Estep 
Score: -5608359.000000 Penalty: 3244.299072
	Iteration 68Q: 3 clusters Score -5608359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 29897 members 
Entering Unmasked Estep 
Score: -5608363.500000 Penalty: 3244.299072
	Iteration 69Q: 3 clusters Score -5608364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -5608361.000000 Penalty: 3244.299072
	Iteration 70Q: 3 clusters Score -5608361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24360 members 
Mstep: Class 2 contains 29900 members 
Entering Unmasked Estep 
Score: -5608358.000000 Penalty: 3244.299072
	Iteration 71Q: 3 clusters Score -5608358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24360 members 
Mstep: Class 2 contains 29900 members 
Entering Unmasked Estep 
Score: -5608358.000000 Penalty: 3244.299072
	Iteration 72F: 3 clusters Score -5608358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 64266 members 
Mstep: Class 2 contains 3432 members 
Mstep: Class 3 contains 52131 members 
Mstep: Class 4 contains 34620 members 
Mstep: Class 5 contains 156616 members 
Mstep: Class 6 contains 24360 members 
Mstep: Class 7 contains 69218 members 
Mstep: Class 8 contains 7766 members 
Mstep: Class 9 contains 50562 members 
Mstep: Class 10 contains 31693 members 
Mstep: Class 11 contains 10360 members 
Mstep: Class 12 contains 39753 members 
Mstep: Class 13 contains 22330 members 
Mstep: Class 14 contains 20109 members 
Mstep: Class 15 contains 27372 members 
Mstep: Class 16 contains 33302 members 
Mstep: Class 17 contains 169884 members 
Mstep: Class 18 contains 35180 members 
Mstep: Class 19 contains 12454 members 
Mstep: Class 20 contains 4424 members 
Mstep: Class 21 contains 29900 members 
Entering Unmasked Estep 
Score: -87752936.000000 Penalty: 42840.816406
Splitting cluster 6 changes total score from -87700432.000000 to -87752936.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 7 (69218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69218 members 
Entering Unmasked Estep 
Score: -6565900.500000 Penalty: 1658.378540
	Iteration 0F: 2 clusters Score -6565900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34747 members 
Mstep: Class 2 contains 34471 members 
Entering Unmasked Estep 
Score: -6520465.500000 Penalty: 3316.757080
	Iteration 0F: 3 clusters Score -6520466 nChanged 32396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35683 members 
Mstep: Class 2 contains 33535 members 
Entering Unmasked Estep 
Score: -6539329.500000 Penalty: 3316.757080
	Iteration 1F: 3 clusters Score -6539330 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36119 members 
Mstep: Class 2 contains 33099 members 
Entering Unmasked Estep 
Score: -6540746.500000 Penalty: 3316.757080
	Iteration 2Q: 3 clusters Score -6540746 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36788 members 
Mstep: Class 2 contains 32430 members 
Entering Unmasked Estep 
Score: -6542634.000000 Penalty: 3316.757080
	Iteration 3F: 3 clusters Score -6542634 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37848 members 
Mstep: Class 2 contains 31370 members 
Entering Unmasked Estep 
Score: -6545157.500000 Penalty: 3316.757080
	Iteration 4F: 3 clusters Score -6545158 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39348 members 
Mstep: Class 2 contains 29870 members 
Entering Unmasked Estep 
Score: -6548006.500000 Penalty: 3316.757080
	Iteration 5F: 3 clusters Score -6548006 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41232 members 
Mstep: Class 2 contains 27986 members 
Entering Unmasked Estep 
Score: -6551036.500000 Penalty: 3316.757080
	Iteration 6F: 3 clusters Score -6551036 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43274 members 
Mstep: Class 2 contains 25944 members 
Entering Unmasked Estep 
Score: -6553818.500000 Penalty: 3316.757080
	Iteration 7F: 3 clusters Score -6553818 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45235 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -6556043.000000 Penalty: 3316.757080
	Iteration 8F: 3 clusters Score -6556043 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47007 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -6557735.500000 Penalty: 3316.757080
	Iteration 9Q: 3 clusters Score -6557736 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48624 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -6559024.000000 Penalty: 3316.757080
	Iteration 10Q: 3 clusters Score -6559024 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50100 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -6559943.500000 Penalty: 3316.757080
	Iteration 11Q: 3 clusters Score -6559944 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51503 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -6560756.500000 Penalty: 3316.757080
	Iteration 12Q: 3 clusters Score -6560756 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52927 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -6561487.500000 Penalty: 3316.757080
	Iteration 13Q: 3 clusters Score -6561488 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54324 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -6562175.000000 Penalty: 3316.757080
	Iteration 14Q: 3 clusters Score -6562175 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55610 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -6562761.000000 Penalty: 3316.757080
	Iteration 15Q: 3 clusters Score -6562761 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56830 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -6563290.500000 Penalty: 3316.757080
	Iteration 16Q: 3 clusters Score -6563290 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58007 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -6563824.500000 Penalty: 3316.757080
	Iteration 17Q: 3 clusters Score -6563824 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59050 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -6564253.000000 Penalty: 3316.757080
	Iteration 18Q: 3 clusters Score -6564253 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59996 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -6564629.500000 Penalty: 3316.757080
	Iteration 19Q: 3 clusters Score -6564630 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60851 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -6564991.000000 Penalty: 3316.757080
	Iteration 20F: 3 clusters Score -6564991 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61586 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -6565318.500000 Penalty: 3316.757080
	Iteration 21Q: 3 clusters Score -6565318 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62265 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -6565561.500000 Penalty: 3316.757080
	Iteration 22Q: 3 clusters Score -6565562 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62851 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -6565799.500000 Penalty: 3316.757080
	Iteration 23Q: 3 clusters Score -6565800 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63359 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -6565966.000000 Penalty: 3316.757080
	Iteration 24Q: 3 clusters Score -6565966 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63785 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -6566113.000000 Penalty: 3316.757080
	Iteration 25Q: 3 clusters Score -6566113 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64129 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -6566217.000000 Penalty: 3316.757080
	Iteration 26Q: 3 clusters Score -6566217 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64425 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -6566308.500000 Penalty: 3316.757080
	Iteration 27Q: 3 clusters Score -6566308 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64685 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -6566389.500000 Penalty: 3316.757080
	Iteration 28Q: 3 clusters Score -6566390 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64892 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -6566462.500000 Penalty: 3316.757080
	Iteration 29Q: 3 clusters Score -6566462 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65084 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -6566523.500000 Penalty: 3316.757080
	Iteration 30Q: 3 clusters Score -6566524 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65233 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -6566545.000000 Penalty: 3316.757080
	Iteration 31Q: 3 clusters Score -6566545 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65359 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -6566564.500000 Penalty: 3316.757080
	Iteration 32Q: 3 clusters Score -6566564 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65452 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -6566597.000000 Penalty: 3316.757080
	Iteration 33Q: 3 clusters Score -6566597 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65531 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -6566603.000000 Penalty: 3316.757080
	Iteration 34Q: 3 clusters Score -6566603 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65587 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -6566608.000000 Penalty: 3316.757080
	Iteration 35Q: 3 clusters Score -6566608 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65657 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -6566624.000000 Penalty: 3316.757080
	Iteration 36Q: 3 clusters Score -6566624 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65724 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -6566641.500000 Penalty: 3316.757080
	Iteration 37Q: 3 clusters Score -6566642 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65776 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -6566657.000000 Penalty: 3316.757080
	Iteration 38Q: 3 clusters Score -6566657 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65825 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -6566670.500000 Penalty: 3316.757080
	Iteration 39Q: 3 clusters Score -6566670 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65878 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -6566692.000000 Penalty: 3316.757080
	Iteration 40F: 3 clusters Score -6566692 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65911 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -6566696.500000 Penalty: 3316.757080
	Iteration 41Q: 3 clusters Score -6566696 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65947 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -6566686.000000 Penalty: 3316.757080
	Iteration 42Q: 3 clusters Score -6566686 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65971 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -6566682.000000 Penalty: 3316.757080
	Iteration 43Q: 3 clusters Score -6566682 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65998 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -6566703.000000 Penalty: 3316.757080
	Iteration 44Q: 3 clusters Score -6566703 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66027 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -6566700.500000 Penalty: 3316.757080
	Iteration 45Q: 3 clusters Score -6566700 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66050 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -6566692.000000 Penalty: 3316.757080
	Iteration 46Q: 3 clusters Score -6566692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66061 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -6566697.000000 Penalty: 3316.757080
	Iteration 47Q: 3 clusters Score -6566697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66064 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -6566690.500000 Penalty: 3316.757080
	Iteration 48Q: 3 clusters Score -6566690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66065 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -6566692.000000 Penalty: 3316.757080
	Iteration 49Q: 3 clusters Score -6566692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66066 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -6566698.000000 Penalty: 3316.757080
	Iteration 50Q: 3 clusters Score -6566698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66065 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -6566692.500000 Penalty: 3316.757080
	Iteration 51Q: 3 clusters Score -6566692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66066 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -6566694.500000 Penalty: 3316.757080
	Iteration 52Q: 3 clusters Score -6566694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66066 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -6566694.500000 Penalty: 3316.757080
	Iteration 53F: 3 clusters Score -6566694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 64266 members 
Mstep: Class 2 contains 3432 members 
Mstep: Class 3 contains 52131 members 
Mstep: Class 4 contains 34620 members 
Mstep: Class 5 contains 156616 members 
Mstep: Class 6 contains 24360 members 
Mstep: Class 7 contains 66066 members 
Mstep: Class 8 contains 7766 members 
Mstep: Class 9 contains 50562 members 
Mstep: Class 10 contains 31693 members 
Mstep: Class 11 contains 10360 members 
Mstep: Class 12 contains 39753 members 
Mstep: Class 13 contains 22330 members 
Mstep: Class 14 contains 20109 members 
Mstep: Class 15 contains 27372 members 
Mstep: Class 16 contains 33302 members 
Mstep: Class 17 contains 169884 members 
Mstep: Class 18 contains 35180 members 
Mstep: Class 19 contains 12454 members 
Mstep: Class 20 contains 4424 members 
Mstep: Class 21 contains 29900 members 
Mstep: Class 22 contains 3152 members 
Entering Unmasked Estep 
Score: -87753224.000000 Penalty: 44880.855469
Splitting cluster 7 changes total score from -87700432.000000 to -87753224.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 8 (7766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Entering Unmasked Estep 
Score: -713193.687500 Penalty: 1332.877686
	Iteration 0F: 2 clusters Score -713193.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -707871.437500 Penalty: 2665.755371
	Iteration 0F: 3 clusters Score -707871.4 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -709856.625000 Penalty: 2665.755371
	Iteration 1F: 3 clusters Score -709856.6 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -710592.125000 Penalty: 2665.755371
	Iteration 2F: 3 clusters Score -710592.1 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -711463.562500 Penalty: 2665.755371
	Iteration 3F: 3 clusters Score -711463.6 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -712353.375000 Penalty: 2665.755371
	Iteration 4F: 3 clusters Score -712353.4 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -713051.937500 Penalty: 2665.755371
	Iteration 5F: 3 clusters Score -713051.9 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -713539.125000 Penalty: 2665.755371
	Iteration 6F: 3 clusters Score -713539.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -713849.187500 Penalty: 2665.755371
	Iteration 7Q: 3 clusters Score -713849.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -714009.250000 Penalty: 2665.755371
	Iteration 8Q: 3 clusters Score -714009.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -714111.062500 Penalty: 2665.755371
	Iteration 9Q: 3 clusters Score -714111.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -714166.750000 Penalty: 2665.755371
	Iteration 10Q: 3 clusters Score -714166.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -714210.437500 Penalty: 2665.755371
	Iteration 11Q: 3 clusters Score -714210.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -714228.062500 Penalty: 2665.755371
	Iteration 12Q: 3 clusters Score -714228.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -714236.625000 Penalty: 2665.755371
	Iteration 13Q: 3 clusters Score -714236.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -714248.750000 Penalty: 2665.755371
	Iteration 14Q: 3 clusters Score -714248.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -714254.750000 Penalty: 2665.755371
	Iteration 15Q: 3 clusters Score -714254.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -714259.812500 Penalty: 2665.755371
	Iteration 16Q: 3 clusters Score -714259.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -714263.250000 Penalty: 2665.755371
	Iteration 17Q: 3 clusters Score -714263.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -714266.187500 Penalty: 2665.755371
	Iteration 18Q: 3 clusters Score -714266.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -714268.312500 Penalty: 2665.755371
	Iteration 19Q: 3 clusters Score -714268.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -714268.687500 Penalty: 2665.755371
	Iteration 20F: 3 clusters Score -714268.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -714268.812500 Penalty: 2665.755371
	Iteration 21Q: 3 clusters Score -714268.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -714268.812500 Penalty: 2665.755371
	Iteration 22F: 3 clusters Score -714268.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 64266 members 
Mstep: Class 2 contains 3432 members 
Mstep: Class 3 contains 52131 members 
Mstep: Class 4 contains 34620 members 
Mstep: Class 5 contains 156616 members 
Mstep: Class 6 contains 24360 members 
Mstep: Class 7 contains 66066 members 
Mstep: Class 8 contains 3570 members 
Mstep: Class 9 contains 50562 members 
Mstep: Class 10 contains 31693 members 
Mstep: Class 11 contains 10360 members 
Mstep: Class 12 contains 39753 members 
Mstep: Class 13 contains 22330 members 
Mstep: Class 14 contains 20109 members 
Mstep: Class 15 contains 27372 members 
Mstep: Class 16 contains 33302 members 
Mstep: Class 17 contains 169884 members 
Mstep: Class 18 contains 35180 members 
Mstep: Class 19 contains 12454 members 
Mstep: Class 20 contains 4424 members 
Mstep: Class 21 contains 29900 members 
Mstep: Class 22 contains 3152 members 
Mstep: Class 23 contains 4196 members 
Entering Unmasked Estep 
Score: -87753768.000000 Penalty: 46920.894531
Splitting cluster 8 changes total score from -87700432.000000 to -87753768.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 9 (50562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50562 members 
Entering Unmasked Estep 
Score: -5191774.500000 Penalty: 1611.646240
	Iteration 0F: 2 clusters Score -5191774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 25254 members 
Entering Unmasked Estep 
Score: -5158660.000000 Penalty: 3223.292480
	Iteration 0F: 3 clusters Score -5158660 nChanged 23367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25681 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
Score: -5171808.500000 Penalty: 3223.292480
	Iteration 1F: 3 clusters Score -5171808 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25965 members 
Mstep: Class 2 contains 24597 members 
Entering Unmasked Estep 
Score: -5172600.000000 Penalty: 3223.292480
	Iteration 2Q: 3 clusters Score -5172600 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26430 members 
Mstep: Class 2 contains 24132 members 
Entering Unmasked Estep 
Score: -5174176.500000 Penalty: 3223.292480
	Iteration 3Q: 3 clusters Score -5174176 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
Score: -5177505.000000 Penalty: 3223.292480
	Iteration 4F: 3 clusters Score -5177505 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29106 members 
Mstep: Class 2 contains 21456 members 
Entering Unmasked Estep 
Score: -5182583.500000 Penalty: 3223.292480
	Iteration 5F: 3 clusters Score -5182584 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32328 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -5188542.000000 Penalty: 3223.292480
	Iteration 6F: 3 clusters Score -5188542 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36185 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -5193454.500000 Penalty: 3223.292480
	Iteration 7F: 3 clusters Score -5193454 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39402 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -5197071.000000 Penalty: 3223.292480
	Iteration 8F: 3 clusters Score -5197071 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41428 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -5199564.500000 Penalty: 3223.292480
	Iteration 9Q: 3 clusters Score -5199564 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42570 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -5201186.500000 Penalty: 3223.292480
	Iteration 10Q: 3 clusters Score -5201186 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43259 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -5202707.000000 Penalty: 3223.292480
	Iteration 11Q: 3 clusters Score -5202707 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43809 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -5205551.500000 Penalty: 3223.292480
	Iteration 12Q: 3 clusters Score -5205552 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44061 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -5207122.000000 Penalty: 3223.292480
	Iteration 13Q: 3 clusters Score -5207122 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44289 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -5207405.500000 Penalty: 3223.292480
	Iteration 14Q: 3 clusters Score -5207406 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44454 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -5207579.000000 Penalty: 3223.292480
	Iteration 15Q: 3 clusters Score -5207579 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44572 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -5207662.000000 Penalty: 3223.292480
	Iteration 16Q: 3 clusters Score -5207662 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44614 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -5207678.000000 Penalty: 3223.292480
	Iteration 17Q: 3 clusters Score -5207678 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44646 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -5207675.500000 Penalty: 3223.292480
	Iteration 18Q: 3 clusters Score -5207676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44659 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -5207680.500000 Penalty: 3223.292480
	Iteration 19Q: 3 clusters Score -5207680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44665 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -5207685.000000 Penalty: 3223.292480
	Iteration 20F: 3 clusters Score -5207685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44667 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -5207691.500000 Penalty: 3223.292480
	Iteration 21Q: 3 clusters Score -5207692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44667 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -5207691.500000 Penalty: 3223.292480
	Iteration 22F: 3 clusters Score -5207692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 64266 members 
Mstep: Class 2 contains 3432 members 
Mstep: Class 3 contains 52131 members 
Mstep: Class 4 contains 34620 members 
Mstep: Class 5 contains 156616 members 
Mstep: Class 6 contains 24360 members 
Mstep: Class 7 contains 66066 members 
Mstep: Class 8 contains 3570 members 
Mstep: Class 9 contains 44667 members 
Mstep: Class 10 contains 31693 members 
Mstep: Class 11 contains 10360 members 
Mstep: Class 12 contains 39753 members 
Mstep: Class 13 contains 22330 members 
Mstep: Class 14 contains 20109 members 
Mstep: Class 15 contains 27372 members 
Mstep: Class 16 contains 33302 members 
Mstep: Class 17 contains 169884 members 
Mstep: Class 18 contains 35180 members 
Mstep: Class 19 contains 12454 members 
Mstep: Class 20 contains 4424 members 
Mstep: Class 21 contains 29900 members 
Mstep: Class 22 contains 3152 members 
Mstep: Class 23 contains 4196 members 
Mstep: Class 24 contains 5895 members 
Entering Unmasked Estep 
Score: -87768520.000000 Penalty: 48960.933594
Splitting cluster 9 changes total score from -87700432.000000 to -87768520.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 10 (31693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31693 members 
Entering Unmasked Estep 
Score: -3207328.250000 Penalty: 1542.141113
	Iteration 0F: 2 clusters Score -3207328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -3186656.750000 Penalty: 3084.282227
	Iteration 0F: 3 clusters Score -3186657 nChanged 14275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -3195147.750000 Penalty: 3084.282227
	Iteration 1F: 3 clusters Score -3195148 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -3196600.750000 Penalty: 3084.282227
	Iteration 2F: 3 clusters Score -3196601 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -3198636.000000 Penalty: 3084.282227
	Iteration 3F: 3 clusters Score -3198636 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -3201065.250000 Penalty: 3084.282227
	Iteration 4F: 3 clusters Score -3201065 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -3203755.250000 Penalty: 3084.282227
	Iteration 5F: 3 clusters Score -3203755 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -3206296.500000 Penalty: 3084.282227
	Iteration 6F: 3 clusters Score -3206296 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -3208281.000000 Penalty: 3084.282227
	Iteration 7F: 3 clusters Score -3208281 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -3209735.000000 Penalty: 3084.282227
	Iteration 8Q: 3 clusters Score -3209735 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -3210567.000000 Penalty: 3084.282227
	Iteration 9Q: 3 clusters Score -3210567 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -3210969.500000 Penalty: 3084.282227
	Iteration 10Q: 3 clusters Score -3210970 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -3211200.750000 Penalty: 3084.282227
	Iteration 11Q: 3 clusters Score -3211201 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -3211341.000000 Penalty: 3084.282227
	Iteration 12Q: 3 clusters Score -3211341 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -3211426.000000 Penalty: 3084.282227
	Iteration 13Q: 3 clusters Score -3211426 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -3211485.750000 Penalty: 3084.282227
	Iteration 14Q: 3 clusters Score -3211486 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -3211505.750000 Penalty: 3084.282227
	Iteration 15Q: 3 clusters Score -3211506 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -3211513.750000 Penalty: 3084.282227
	Iteration 16Q: 3 clusters Score -3211514 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -3211520.500000 Penalty: 3084.282227
	Iteration 17Q: 3 clusters Score -3211520 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -3211532.750000 Penalty: 3084.282227
	Iteration 18Q: 3 clusters Score -3211533 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -3211537.500000 Penalty: 3084.282227
	Iteration 19Q: 3 clusters Score -3211538 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -3211531.500000 Penalty: 3084.282227
	Iteration 20F: 3 clusters Score -3211532 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -3211532.500000 Penalty: 3084.282227
	Iteration 21Q: 3 clusters Score -3211532 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -3211540.000000 Penalty: 3084.282227
	Iteration 22Q: 3 clusters Score -3211540 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -3211544.750000 Penalty: 3084.282227
	Iteration 23Q: 3 clusters Score -3211545 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -3211548.250000 Penalty: 3084.282227
	Iteration 24Q: 3 clusters Score -3211548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -3211550.500000 Penalty: 3084.282227
	Iteration 25Q: 3 clusters Score -3211550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -3211548.000000 Penalty: 3084.282227
	Iteration 26Q: 3 clusters Score -3211548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -3211553.000000 Penalty: 3084.282227
	Iteration 27Q: 3 clusters Score -3211553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -3211551.750000 Penalty: 3084.282227
	Iteration 28Q: 3 clusters Score -3211552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -3211551.750000 Penalty: 3084.282227
	Iteration 29Q: 3 clusters Score -3211552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -3211552.000000 Penalty: 3084.282227
	Iteration 30Q: 3 clusters Score -3211552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -3211552.000000 Penalty: 3084.282227
	Iteration 31F: 3 clusters Score -3211552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 64266 members 
Mstep: Class 2 contains 3432 members 
Mstep: Class 3 contains 52131 members 
Mstep: Class 4 contains 34620 members 
Mstep: Class 5 contains 156616 members 
Mstep: Class 6 contains 24360 members 
Mstep: Class 7 contains 66066 members 
Mstep: Class 8 contains 3570 members 
Mstep: Class 9 contains 44667 members 
Mstep: Class 10 contains 19057 members 
Mstep: Class 11 contains 10360 members 
Mstep: Class 12 contains 39753 members 
Mstep: Class 13 contains 22330 members 
Mstep: Class 14 contains 20109 members 
Mstep: Class 15 contains 27372 members 
Mstep: Class 16 contains 33302 members 
Mstep: Class 17 contains 169884 members 
Mstep: Class 18 contains 35180 members 
Mstep: Class 19 contains 12454 members 
Mstep: Class 20 contains 4424 members 
Mstep: Class 21 contains 29900 members 
Mstep: Class 22 contains 3152 members 
Mstep: Class 23 contains 4196 members 
Mstep: Class 24 contains 5895 members 
Mstep: Class 25 contains 12636 members 
Entering Unmasked Estep 
Score: -87772536.000000 Penalty: 51000.972656
Splitting cluster 10 changes total score from -87700432.000000 to -87772536.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 11 (10360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Entering Unmasked Estep 
Score: -971434.187500 Penalty: 1375.761353
	Iteration 0F: 2 clusters Score -971434.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -964477.125000 Penalty: 2751.522705
	Iteration 0F: 3 clusters Score -964477.1 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -967041.375000 Penalty: 2751.522705
	Iteration 1F: 3 clusters Score -967041.4 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -967669.562500 Penalty: 2751.522705
	Iteration 2F: 3 clusters Score -967669.6 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -968422.875000 Penalty: 2751.522705
	Iteration 3F: 3 clusters Score -968422.9 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -969278.312500 Penalty: 2751.522705
	Iteration 4F: 3 clusters Score -969278.3 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -970131.125000 Penalty: 2751.522705
	Iteration 5F: 3 clusters Score -970131.1 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -970926.562500 Penalty: 2751.522705
	Iteration 6F: 3 clusters Score -970926.6 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -971591.375000 Penalty: 2751.522705
	Iteration 7F: 3 clusters Score -971591.4 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -972084.250000 Penalty: 2751.522705
	Iteration 8F: 3 clusters Score -972084.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -972579.375000 Penalty: 2751.522705
	Iteration 9Q: 3 clusters Score -972579.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -973083.750000 Penalty: 2751.522705
	Iteration 10Q: 3 clusters Score -973083.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -973479.250000 Penalty: 2751.522705
	Iteration 11Q: 3 clusters Score -973479.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -973695.937500 Penalty: 2751.522705
	Iteration 12Q: 3 clusters Score -973695.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -973794.937500 Penalty: 2751.522705
	Iteration 13Q: 3 clusters Score -973794.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -973854.437500 Penalty: 2751.522705
	Iteration 14Q: 3 clusters Score -973854.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -973896.687500 Penalty: 2751.522705
	Iteration 15Q: 3 clusters Score -973896.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -973919.375000 Penalty: 2751.522705
	Iteration 16Q: 3 clusters Score -973919.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -973936.125000 Penalty: 2751.522705
	Iteration 17Q: 3 clusters Score -973936.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -973947.125000 Penalty: 2751.522705
	Iteration 18Q: 3 clusters Score -973947.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -973962.000000 Penalty: 2751.522705
	Iteration 19Q: 3 clusters Score -973962 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -973970.625000 Penalty: 2751.522705
	Iteration 20F: 3 clusters Score -973970.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -973981.125000 Penalty: 2751.522705
	Iteration 21Q: 3 clusters Score -973981.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -973988.875000 Penalty: 2751.522705
	Iteration 22Q: 3 clusters Score -973988.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -973989.187500 Penalty: 2751.522705
	Iteration 23Q: 3 clusters Score -973989.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -973991.187500 Penalty: 2751.522705
	Iteration 24Q: 3 clusters Score -973991.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -973993.000000 Penalty: 2751.522705
	Iteration 25Q: 3 clusters Score -973993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -973994.750000 Penalty: 2751.522705
	Iteration 26Q: 3 clusters Score -973994.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -973994.437500 Penalty: 2751.522705
	Iteration 27Q: 3 clusters Score -973994.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -973995.125000 Penalty: 2751.522705
	Iteration 28Q: 3 clusters Score -973995.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -973994.937500 Penalty: 2751.522705
	Iteration 29Q: 3 clusters Score -973994.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -973994.812500 Penalty: 2751.522705
	Iteration 30Q: 3 clusters Score -973994.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -973997.000000 Penalty: 2751.522705
	Iteration 31Q: 3 clusters Score -973997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -973997.312500 Penalty: 2751.522705
	Iteration 32Q: 3 clusters Score -973997.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -973999.125000 Penalty: 2751.522705
	Iteration 33Q: 3 clusters Score -973999.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -973997.500000 Penalty: 2751.522705
	Iteration 34Q: 3 clusters Score -973997.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -973999.375000 Penalty: 2751.522705
	Iteration 35Q: 3 clusters Score -973999.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -973999.500000 Penalty: 2751.522705
	Iteration 36Q: 3 clusters Score -973999.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -973999.500000 Penalty: 2751.522705
	Iteration 37F: 3 clusters Score -973999.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 64266 members 
Mstep: Class 2 contains 3432 members 
Mstep: Class 3 contains 52131 members 
Mstep: Class 4 contains 34620 members 
Mstep: Class 5 contains 156616 members 
Mstep: Class 6 contains 24360 members 
Mstep: Class 7 contains 66066 members 
Mstep: Class 8 contains 3570 members 
Mstep: Class 9 contains 44667 members 
Mstep: Class 10 contains 19057 members 
Mstep: Class 11 contains 6303 members 
Mstep: Class 12 contains 39753 members 
Mstep: Class 13 contains 22330 members 
Mstep: Class 14 contains 20109 members 
Mstep: Class 15 contains 27372 members 
Mstep: Class 16 contains 33302 members 
Mstep: Class 17 contains 169884 members 
Mstep: Class 18 contains 35180 members 
Mstep: Class 19 contains 12454 members 
Mstep: Class 20 contains 4424 members 
Mstep: Class 21 contains 29900 members 
Mstep: Class 22 contains 3152 members 
Mstep: Class 23 contains 4196 members 
Mstep: Class 24 contains 5895 members 
Mstep: Class 25 contains 12636 members 
Mstep: Class 26 contains 4057 members 
Entering Unmasked Estep 
Score: -87774520.000000 Penalty: 53041.007812
Splitting cluster 11 changes total score from -87700432.000000 to -87774520.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 12 (39753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39753 members 
Entering Unmasked Estep 
Score: -3967569.500000 Penalty: 1575.857666
	Iteration 0F: 2 clusters Score -3967570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -3941803.500000 Penalty: 3151.715332
	Iteration 0F: 3 clusters Score -3941804 nChanged 18162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -3952372.250000 Penalty: 3151.715332
	Iteration 1F: 3 clusters Score -3952372 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -3954281.000000 Penalty: 3151.715332
	Iteration 2F: 3 clusters Score -3954281 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -3957587.000000 Penalty: 3151.715332
	Iteration 3F: 3 clusters Score -3957587 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -3962179.500000 Penalty: 3151.715332
	Iteration 4F: 3 clusters Score -3962180 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 24097 members 
Entering Unmasked Estep 
Score: -3966217.500000 Penalty: 3151.715332
	Iteration 5F: 3 clusters Score -3966218 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -3968558.500000 Penalty: 3151.715332
	Iteration 6F: 3 clusters Score -3968558 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -3969654.250000 Penalty: 3151.715332
	Iteration 7Q: 3 clusters Score -3969654 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -3970264.500000 Penalty: 3151.715332
	Iteration 8Q: 3 clusters Score -3970264 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -3970606.500000 Penalty: 3151.715332
	Iteration 9Q: 3 clusters Score -3970606 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 22496 members 
Entering Unmasked Estep 
Score: -3970853.250000 Penalty: 3151.715332
	Iteration 10Q: 3 clusters Score -3970853 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -3971070.750000 Penalty: 3151.715332
	Iteration 11Q: 3 clusters Score -3971071 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -3971254.250000 Penalty: 3151.715332
	Iteration 12Q: 3 clusters Score -3971254 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -3971391.000000 Penalty: 3151.715332
	Iteration 13Q: 3 clusters Score -3971391 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -3971491.250000 Penalty: 3151.715332
	Iteration 14Q: 3 clusters Score -3971491 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -3971579.000000 Penalty: 3151.715332
	Iteration 15Q: 3 clusters Score -3971579 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -3971674.750000 Penalty: 3151.715332
	Iteration 16Q: 3 clusters Score -3971675 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -3971773.000000 Penalty: 3151.715332
	Iteration 17Q: 3 clusters Score -3971773 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20842 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -3971811.750000 Penalty: 3151.715332
	Iteration 18Q: 3 clusters Score -3971812 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -3971857.000000 Penalty: 3151.715332
	Iteration 19Q: 3 clusters Score -3971857 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -3971902.250000 Penalty: 3151.715332
	Iteration 20F: 3 clusters Score -3971902 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -3971951.000000 Penalty: 3151.715332
	Iteration 21Q: 3 clusters Score -3971951 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -3971980.500000 Penalty: 3151.715332
	Iteration 22Q: 3 clusters Score -3971980 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22070 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -3972011.000000 Penalty: 3151.715332
	Iteration 23Q: 3 clusters Score -3972011 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -3972023.750000 Penalty: 3151.715332
	Iteration 24Q: 3 clusters Score -3972024 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -3972055.750000 Penalty: 3151.715332
	Iteration 25Q: 3 clusters Score -3972056 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -3972071.500000 Penalty: 3151.715332
	Iteration 26Q: 3 clusters Score -3972072 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -3972107.250000 Penalty: 3151.715332
	Iteration 27Q: 3 clusters Score -3972107 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -3972112.750000 Penalty: 3151.715332
	Iteration 28Q: 3 clusters Score -3972113 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -3972122.750000 Penalty: 3151.715332
	Iteration 29Q: 3 clusters Score -3972123 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -3972128.750000 Penalty: 3151.715332
	Iteration 30Q: 3 clusters Score -3972129 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -3972164.750000 Penalty: 3151.715332
	Iteration 31Q: 3 clusters Score -3972165 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -3972170.750000 Penalty: 3151.715332
	Iteration 32Q: 3 clusters Score -3972171 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -3972172.250000 Penalty: 3151.715332
	Iteration 33Q: 3 clusters Score -3972172 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23783 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -3972184.250000 Penalty: 3151.715332
	Iteration 34Q: 3 clusters Score -3972184 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23886 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -3972193.250000 Penalty: 3151.715332
	Iteration 35Q: 3 clusters Score -3972193 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -3972207.500000 Penalty: 3151.715332
	Iteration 36Q: 3 clusters Score -3972208 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24082 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -3972210.000000 Penalty: 3151.715332
	Iteration 37Q: 3 clusters Score -3972210 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -3972222.250000 Penalty: 3151.715332
	Iteration 38Q: 3 clusters Score -3972222 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24244 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -3972230.000000 Penalty: 3151.715332
	Iteration 39Q: 3 clusters Score -3972230 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -3972245.000000 Penalty: 3151.715332
	Iteration 40F: 3 clusters Score -3972245 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24356 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -3972248.000000 Penalty: 3151.715332
	Iteration 41Q: 3 clusters Score -3972248 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -3972242.000000 Penalty: 3151.715332
	Iteration 42Q: 3 clusters Score -3972242 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -3972242.250000 Penalty: 3151.715332
	Iteration 43Q: 3 clusters Score -3972242 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24461 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -3972241.500000 Penalty: 3151.715332
	Iteration 44Q: 3 clusters Score -3972242 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24493 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -3972239.000000 Penalty: 3151.715332
	Iteration 45Q: 3 clusters Score -3972239 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -3972245.000000 Penalty: 3151.715332
	Iteration 46Q: 3 clusters Score -3972245 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -3972244.250000 Penalty: 3151.715332
	Iteration 47Q: 3 clusters Score -3972244 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -3972245.750000 Penalty: 3151.715332
	Iteration 48Q: 3 clusters Score -3972246 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -3972250.500000 Penalty: 3151.715332
	Iteration 49Q: 3 clusters Score -3972250 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -3972254.750000 Penalty: 3151.715332
	Iteration 50Q: 3 clusters Score -3972255 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24662 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -3972255.250000 Penalty: 3151.715332
	Iteration 51Q: 3 clusters Score -3972255 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -3972256.000000 Penalty: 3151.715332
	Iteration 52Q: 3 clusters Score -3972256 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -3972262.500000 Penalty: 3151.715332
	Iteration 53Q: 3 clusters Score -3972262 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24733 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -3972266.250000 Penalty: 3151.715332
	Iteration 54Q: 3 clusters Score -3972266 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -3972258.000000 Penalty: 3151.715332
	Iteration 55Q: 3 clusters Score -3972258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -3972261.500000 Penalty: 3151.715332
	Iteration 56Q: 3 clusters Score -3972262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24776 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -3972252.000000 Penalty: 3151.715332
	Iteration 57Q: 3 clusters Score -3972252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -3972255.750000 Penalty: 3151.715332
	Iteration 58Q: 3 clusters Score -3972256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24805 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -3972262.000000 Penalty: 3151.715332
	Iteration 59Q: 3 clusters Score -3972262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24813 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -3972259.250000 Penalty: 3151.715332
	Iteration 60F: 3 clusters Score -3972259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24821 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -3972257.000000 Penalty: 3151.715332
	Iteration 61Q: 3 clusters Score -3972257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -3972259.750000 Penalty: 3151.715332
	Iteration 62Q: 3 clusters Score -3972260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -3972258.250000 Penalty: 3151.715332
	Iteration 63Q: 3 clusters Score -3972258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -3972258.250000 Penalty: 3151.715332
	Iteration 64F: 3 clusters Score -3972258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 64266 members 
Mstep: Class 2 contains 3432 members 
Mstep: Class 3 contains 52131 members 
Mstep: Class 4 contains 34620 members 
Mstep: Class 5 contains 156616 members 
Mstep: Class 6 contains 24360 members 
Mstep: Class 7 contains 66066 members 
Mstep: Class 8 contains 3570 members 
Mstep: Class 9 contains 44667 members 
Mstep: Class 10 contains 19057 members 
Mstep: Class 11 contains 6303 members 
Mstep: Class 12 contains 24826 members 
Mstep: Class 13 contains 22330 members 
Mstep: Class 14 contains 20109 members 
Mstep: Class 15 contains 27372 members 
Mstep: Class 16 contains 33302 members 
Mstep: Class 17 contains 169884 members 
Mstep: Class 18 contains 35180 members 
Mstep: Class 19 contains 12454 members 
Mstep: Class 20 contains 4424 members 
Mstep: Class 21 contains 29900 members 
Mstep: Class 22 contains 3152 members 
Mstep: Class 23 contains 4196 members 
Mstep: Class 24 contains 5895 members 
Mstep: Class 25 contains 12636 members 
Mstep: Class 26 contains 4057 members 
Mstep: Class 27 contains 14927 members 
Entering Unmasked Estep 
Score: -87778736.000000 Penalty: 55081.046875
Splitting cluster 12 changes total score from -87700432.000000 to -87778736.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 13 (22330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Entering Unmasked Estep 
Score: -2139234.750000 Penalty: 1490.036499
	Iteration 0F: 2 clusters Score -2139235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -2124607.500000 Penalty: 2980.072998
	Iteration 0F: 3 clusters Score -2124608 nChanged 9875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -2130353.250000 Penalty: 2980.072998
	Iteration 1F: 3 clusters Score -2130353 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -2131318.750000 Penalty: 2980.072998
	Iteration 2F: 3 clusters Score -2131319 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -2133429.750000 Penalty: 2980.072998
	Iteration 3F: 3 clusters Score -2133430 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -2137495.250000 Penalty: 2980.072998
	Iteration 4F: 3 clusters Score -2137495 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -2141141.750000 Penalty: 2980.072998
	Iteration 5F: 3 clusters Score -2141142 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -2144173.500000 Penalty: 2980.072998
	Iteration 6F: 3 clusters Score -2144174 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -2146915.000000 Penalty: 2980.072998
	Iteration 7F: 3 clusters Score -2146915 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -2149189.750000 Penalty: 2980.072998
	Iteration 8F: 3 clusters Score -2149190 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -2150658.250000 Penalty: 2980.072998
	Iteration 9Q: 3 clusters Score -2150658 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -2151429.750000 Penalty: 2980.072998
	Iteration 10Q: 3 clusters Score -2151430 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -2151757.750000 Penalty: 2980.072998
	Iteration 11Q: 3 clusters Score -2151758 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -2151889.000000 Penalty: 2980.072998
	Iteration 12Q: 3 clusters Score -2151889 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -2151933.500000 Penalty: 2980.072998
	Iteration 13Q: 3 clusters Score -2151934 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -2151940.750000 Penalty: 2980.072998
	Iteration 14Q: 3 clusters Score -2151941 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -2151950.250000 Penalty: 2980.072998
	Iteration 15Q: 3 clusters Score -2151950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -2151953.750000 Penalty: 2980.072998
	Iteration 16Q: 3 clusters Score -2151954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -2151953.500000 Penalty: 2980.072998
	Iteration 17Q: 3 clusters Score -2151954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -2151954.500000 Penalty: 2980.072998
	Iteration 18Q: 3 clusters Score -2151954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -2151953.000000 Penalty: 2980.072998
	Iteration 19Q: 3 clusters Score -2151953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -2151953.000000 Penalty: 2980.072998
	Iteration 20F: 3 clusters Score -2151953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 64266 members 
Mstep: Class 2 contains 3432 members 
Mstep: Class 3 contains 52131 members 
Mstep: Class 4 contains 34620 members 
Mstep: Class 5 contains 156616 members 
Mstep: Class 6 contains 24360 members 
Mstep: Class 7 contains 66066 members 
Mstep: Class 8 contains 3570 members 
Mstep: Class 9 contains 44667 members 
Mstep: Class 10 contains 19057 members 
Mstep: Class 11 contains 6303 members 
Mstep: Class 12 contains 24826 members 
Mstep: Class 13 contains 4468 members 
Mstep: Class 14 contains 20109 members 
Mstep: Class 15 contains 27372 members 
Mstep: Class 16 contains 33302 members 
Mstep: Class 17 contains 169884 members 
Mstep: Class 18 contains 35180 members 
Mstep: Class 19 contains 12454 members 
Mstep: Class 20 contains 4424 members 
Mstep: Class 21 contains 29900 members 
Mstep: Class 22 contains 3152 members 
Mstep: Class 23 contains 4196 members 
Mstep: Class 24 contains 5895 members 
Mstep: Class 25 contains 12636 members 
Mstep: Class 26 contains 4057 members 
Mstep: Class 27 contains 14927 members 
Mstep: Class 28 contains 17862 members 
Entering Unmasked Estep 
Score: -87790920.000000 Penalty: 57121.089844
Splitting cluster 13 changes total score from -87700432.000000 to -87790920.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 14 (20109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Entering Unmasked Estep 
Score: -1971538.875000 Penalty: 1474.447754
	Iteration 0F: 2 clusters Score -1971539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1958407.125000 Penalty: 2948.895508
	Iteration 0F: 3 clusters Score -1958407 nChanged 8912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1963430.000000 Penalty: 2948.895508
	Iteration 1F: 3 clusters Score -1963430 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1964868.250000 Penalty: 2948.895508
	Iteration 2F: 3 clusters Score -1964868 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1967265.875000 Penalty: 2948.895508
	Iteration 3F: 3 clusters Score -1967266 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -1970577.750000 Penalty: 2948.895508
	Iteration 4F: 3 clusters Score -1970578 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -1973006.500000 Penalty: 2948.895508
	Iteration 5F: 3 clusters Score -1973006 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -1974218.000000 Penalty: 2948.895508
	Iteration 6F: 3 clusters Score -1974218 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -1974804.125000 Penalty: 2948.895508
	Iteration 7Q: 3 clusters Score -1974804 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -1975098.750000 Penalty: 2948.895508
	Iteration 8Q: 3 clusters Score -1975099 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -1975259.250000 Penalty: 2948.895508
	Iteration 9Q: 3 clusters Score -1975259 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -1975342.000000 Penalty: 2948.895508
	Iteration 10Q: 3 clusters Score -1975342 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -1975401.375000 Penalty: 2948.895508
	Iteration 11Q: 3 clusters Score -1975401 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -1975443.375000 Penalty: 2948.895508
	Iteration 12Q: 3 clusters Score -1975443 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -1975465.000000 Penalty: 2948.895508
	Iteration 13Q: 3 clusters Score -1975465 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -1975492.625000 Penalty: 2948.895508
	Iteration 14Q: 3 clusters Score -1975493 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -1975504.875000 Penalty: 2948.895508
	Iteration 15Q: 3 clusters Score -1975505 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -1975509.000000 Penalty: 2948.895508
	Iteration 16Q: 3 clusters Score -1975509 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -1975514.750000 Penalty: 2948.895508
	Iteration 17Q: 3 clusters Score -1975515 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -1975519.625000 Penalty: 2948.895508
	Iteration 18Q: 3 clusters Score -1975520 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -1975522.750000 Penalty: 2948.895508
	Iteration 19Q: 3 clusters Score -1975523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -1975523.625000 Penalty: 2948.895508
	Iteration 20F: 3 clusters Score -1975524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -1975524.875000 Penalty: 2948.895508
	Iteration 21Q: 3 clusters Score -1975525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -1975522.500000 Penalty: 2948.895508
	Iteration 22Q: 3 clusters Score -1975522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -1975525.500000 Penalty: 2948.895508
	Iteration 23Q: 3 clusters Score -1975526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -1975527.500000 Penalty: 2948.895508
	Iteration 24Q: 3 clusters Score -1975528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -1975527.000000 Penalty: 2948.895508
	Iteration 25Q: 3 clusters Score -1975527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -1975526.875000 Penalty: 2948.895508
	Iteration 26Q: 3 clusters Score -1975527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -1975528.000000 Penalty: 2948.895508
	Iteration 27Q: 3 clusters Score -1975528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -1975524.875000 Penalty: 2948.895508
	Iteration 28Q: 3 clusters Score -1975525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -1975526.375000 Penalty: 2948.895508
	Iteration 29Q: 3 clusters Score -1975526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -1975526.375000 Penalty: 2948.895508
	Iteration 30F: 3 clusters Score -1975526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 64266 members 
Mstep: Class 2 contains 3432 members 
Mstep: Class 3 contains 52131 members 
Mstep: Class 4 contains 34620 members 
Mstep: Class 5 contains 156616 members 
Mstep: Class 6 contains 24360 members 
Mstep: Class 7 contains 66066 members 
Mstep: Class 8 contains 3570 members 
Mstep: Class 9 contains 44667 members 
Mstep: Class 10 contains 19057 members 
Mstep: Class 11 contains 6303 members 
Mstep: Class 12 contains 24826 members 
Mstep: Class 13 contains 4468 members 
Mstep: Class 14 contains 3511 members 
Mstep: Class 15 contains 27372 members 
Mstep: Class 16 contains 33302 members 
Mstep: Class 17 contains 169884 members 
Mstep: Class 18 contains 35180 members 
Mstep: Class 19 contains 12454 members 
Mstep: Class 20 contains 4424 members 
Mstep: Class 21 contains 29900 members 
Mstep: Class 22 contains 3152 members 
Mstep: Class 23 contains 4196 members 
Mstep: Class 24 contains 5895 members 
Mstep: Class 25 contains 12636 members 
Mstep: Class 26 contains 4057 members 
Mstep: Class 27 contains 14927 members 
Mstep: Class 28 contains 17862 members 
Mstep: Class 29 contains 16598 members 
Entering Unmasked Estep 
Score: -87794392.000000 Penalty: 59161.128906
Splitting cluster 14 changes total score from -87700432.000000 to -87794392.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 15 (27372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27372 members 
Entering Unmasked Estep 
Score: -2795280.500000 Penalty: 1520.330688
	Iteration 0F: 2 clusters Score -2795280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -2777405.000000 Penalty: 3040.661377
	Iteration 0F: 3 clusters Score -2777405 nChanged 12264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -2784158.000000 Penalty: 3040.661377
	Iteration 1F: 3 clusters Score -2784158 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -2784835.750000 Penalty: 3040.661377
	Iteration 2F: 3 clusters Score -2784836 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -2786122.500000 Penalty: 3040.661377
	Iteration 3F: 3 clusters Score -2786122 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -2789397.500000 Penalty: 3040.661377
	Iteration 4F: 3 clusters Score -2789398 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -2796587.750000 Penalty: 3040.661377
	Iteration 5F: 3 clusters Score -2796588 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -2803826.250000 Penalty: 3040.661377
	Iteration 6F: 3 clusters Score -2803826 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -2806700.000000 Penalty: 3040.661377
	Iteration 7F: 3 clusters Score -2806700 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -2807543.250000 Penalty: 3040.661377
	Iteration 8Q: 3 clusters Score -2807543 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -2807767.500000 Penalty: 3040.661377
	Iteration 9Q: 3 clusters Score -2807768 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -2807850.000000 Penalty: 3040.661377
	Iteration 10Q: 3 clusters Score -2807850 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -2807877.250000 Penalty: 3040.661377
	Iteration 11Q: 3 clusters Score -2807877 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -2807877.250000 Penalty: 3040.661377
	Iteration 12Q: 3 clusters Score -2807877 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -2807878.750000 Penalty: 3040.661377
	Iteration 13Q: 3 clusters Score -2807879 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -2807882.750000 Penalty: 3040.661377
	Iteration 14Q: 3 clusters Score -2807883 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -2807883.250000 Penalty: 3040.661377
	Iteration 15Q: 3 clusters Score -2807883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -2807884.750000 Penalty: 3040.661377
	Iteration 16Q: 3 clusters Score -2807885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -2807884.750000 Penalty: 3040.661377
	Iteration 17Q: 3 clusters Score -2807885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -2807884.000000 Penalty: 3040.661377
	Iteration 18Q: 3 clusters Score -2807884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -2807882.000000 Penalty: 3040.661377
	Iteration 19Q: 3 clusters Score -2807882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -2807880.250000 Penalty: 3040.661377
	Iteration 20F: 3 clusters Score -2807880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 64266 members 
Mstep: Class 2 contains 3432 members 
Mstep: Class 3 contains 52131 members 
Mstep: Class 4 contains 34620 members 
Mstep: Class 5 contains 156616 members 
Mstep: Class 6 contains 24360 members 
Mstep: Class 7 contains 66066 members 
Mstep: Class 8 contains 3570 members 
Mstep: Class 9 contains 44667 members 
Mstep: Class 10 contains 19057 members 
Mstep: Class 11 contains 6303 members 
Mstep: Class 12 contains 24826 members 
Mstep: Class 13 contains 4468 members 
Mstep: Class 14 contains 3511 members 
Mstep: Class 15 contains 11056 members 
Mstep: Class 16 contains 33302 members 
Mstep: Class 17 contains 169884 members 
Mstep: Class 18 contains 35180 members 
Mstep: Class 19 contains 12454 members 
Mstep: Class 20 contains 4424 members 
Mstep: Class 21 contains 29900 members 
Mstep: Class 22 contains 3152 members 
Mstep: Class 23 contains 4196 members 
Mstep: Class 24 contains 5895 members 
Mstep: Class 25 contains 12636 members 
Mstep: Class 26 contains 4057 members 
Mstep: Class 27 contains 14927 members 
Mstep: Class 28 contains 17862 members 
Mstep: Class 29 contains 16598 members 
Mstep: Class 30 contains 16316 members 
Entering Unmasked Estep 
Score: -87806032.000000 Penalty: 61201.164062
Splitting cluster 15 changes total score from -87700432.000000 to -87806032.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 16 (33302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33302 members 
Entering Unmasked Estep 
Score: -3435383.500000 Penalty: 1549.509888
	Iteration 0F: 2 clusters Score -3435384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -3413524.000000 Penalty: 3099.019775
	Iteration 0F: 3 clusters Score -3413524 nChanged 15169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -3422092.750000 Penalty: 3099.019775
	Iteration 1F: 3 clusters Score -3422093 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -3422950.500000 Penalty: 3099.019775
	Iteration 2F: 3 clusters Score -3422950 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -3424036.750000 Penalty: 3099.019775
	Iteration 3F: 3 clusters Score -3424037 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -3425506.000000 Penalty: 3099.019775
	Iteration 4F: 3 clusters Score -3425506 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -3427543.750000 Penalty: 3099.019775
	Iteration 5F: 3 clusters Score -3427544 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -3430425.500000 Penalty: 3099.019775
	Iteration 6F: 3 clusters Score -3430426 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -3434259.000000 Penalty: 3099.019775
	Iteration 7F: 3 clusters Score -3434259 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -3437295.500000 Penalty: 3099.019775
	Iteration 8F: 3 clusters Score -3437296 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -3438405.750000 Penalty: 3099.019775
	Iteration 9Q: 3 clusters Score -3438406 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -3439030.500000 Penalty: 3099.019775
	Iteration 10Q: 3 clusters Score -3439030 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -3439541.750000 Penalty: 3099.019775
	Iteration 11Q: 3 clusters Score -3439542 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -3439962.500000 Penalty: 3099.019775
	Iteration 12Q: 3 clusters Score -3439962 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -3440227.500000 Penalty: 3099.019775
	Iteration 13Q: 3 clusters Score -3440228 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -3440347.500000 Penalty: 3099.019775
	Iteration 14Q: 3 clusters Score -3440348 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -3440367.750000 Penalty: 3099.019775
	Iteration 15Q: 3 clusters Score -3440368 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -3440373.000000 Penalty: 3099.019775
	Iteration 16Q: 3 clusters Score -3440373 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -3440370.500000 Penalty: 3099.019775
	Iteration 17Q: 3 clusters Score -3440370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -3440373.750000 Penalty: 3099.019775
	Iteration 18Q: 3 clusters Score -3440374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -3440374.250000 Penalty: 3099.019775
	Iteration 19Q: 3 clusters Score -3440374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -3440378.000000 Penalty: 3099.019775
	Iteration 20F: 3 clusters Score -3440378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -3440372.750000 Penalty: 3099.019775
	Iteration 21Q: 3 clusters Score -3440373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -3440378.250000 Penalty: 3099.019775
	Iteration 22Q: 3 clusters Score -3440378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -3440375.250000 Penalty: 3099.019775
	Iteration 23Q: 3 clusters Score -3440375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -3440373.250000 Penalty: 3099.019775
	Iteration 24Q: 3 clusters Score -3440373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -3440374.750000 Penalty: 3099.019775
	Iteration 25Q: 3 clusters Score -3440375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -3440374.750000 Penalty: 3099.019775
	Iteration 26F: 3 clusters Score -3440375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 64266 members 
Mstep: Class 2 contains 3432 members 
Mstep: Class 3 contains 52131 members 
Mstep: Class 4 contains 34620 members 
Mstep: Class 5 contains 156616 members 
Mstep: Class 6 contains 24360 members 
Mstep: Class 7 contains 66066 members 
Mstep: Class 8 contains 3570 members 
Mstep: Class 9 contains 44667 members 
Mstep: Class 10 contains 19057 members 
Mstep: Class 11 contains 6303 members 
Mstep: Class 12 contains 24826 members 
Mstep: Class 13 contains 4468 members 
Mstep: Class 14 contains 3511 members 
Mstep: Class 15 contains 11056 members 
Mstep: Class 16 contains 23757 members 
Mstep: Class 17 contains 169884 members 
Mstep: Class 18 contains 35180 members 
Mstep: Class 19 contains 12454 members 
Mstep: Class 20 contains 4424 members 
Mstep: Class 21 contains 29900 members 
Mstep: Class 22 contains 3152 members 
Mstep: Class 23 contains 4196 members 
Mstep: Class 24 contains 5895 members 
Mstep: Class 25 contains 12636 members 
Mstep: Class 26 contains 4057 members 
Mstep: Class 27 contains 14927 members 
Mstep: Class 28 contains 17862 members 
Mstep: Class 29 contains 16598 members 
Mstep: Class 30 contains 16316 members 
Mstep: Class 31 contains 9545 members 
Entering Unmasked Estep 
Score: -87810064.000000 Penalty: 63241.207031
Splitting cluster 16 changes total score from -87700432.000000 to -87810064.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 17 (169884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169884 members 
Entering Unmasked Estep 
Score: -17112092.000000 Penalty: 1791.979370
	Iteration 0F: 2 clusters Score -1.711209e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84697 members 
Mstep: Class 2 contains 85187 members 
Entering Unmasked Estep 
Score: -16999750.000000 Penalty: 3583.958740
	Iteration 0F: 3 clusters Score -1.699975e+07 nChanged 81309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84446 members 
Mstep: Class 2 contains 85438 members 
Entering Unmasked Estep 
Score: -17049982.000000 Penalty: 3583.958740
	Iteration 1F: 3 clusters Score -1.704998e+07 nChanged 9299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84569 members 
Mstep: Class 2 contains 85315 members 
Entering Unmasked Estep 
Score: -17055710.000000 Penalty: 3583.958740
	Iteration 2F: 3 clusters Score -1.705571e+07 nChanged 11447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84458 members 
Mstep: Class 2 contains 85426 members 
Entering Unmasked Estep 
Score: -17064084.000000 Penalty: 3583.958740
	Iteration 3F: 3 clusters Score -1.706408e+07 nChanged 12552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83366 members 
Mstep: Class 2 contains 86518 members 
Entering Unmasked Estep 
Score: -17073622.000000 Penalty: 3583.958740
	Iteration 4F: 3 clusters Score -1.707362e+07 nChanged 12242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80852 members 
Mstep: Class 2 contains 89032 members 
Entering Unmasked Estep 
Score: -17081962.000000 Penalty: 3583.958740
	Iteration 5F: 3 clusters Score -1.708196e+07 nChanged 11107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77145 members 
Mstep: Class 2 contains 92739 members 
Entering Unmasked Estep 
Score: -17089314.000000 Penalty: 3583.958740
	Iteration 6F: 3 clusters Score -1.708931e+07 nChanged 9988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72387 members 
Mstep: Class 2 contains 97497 members 
Entering Unmasked Estep 
Score: -17095924.000000 Penalty: 3583.958740
	Iteration 7F: 3 clusters Score -1.709592e+07 nChanged 8704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67393 members 
Mstep: Class 2 contains 102491 members 
Entering Unmasked Estep 
Score: -17101606.000000 Penalty: 3583.958740
	Iteration 8F: 3 clusters Score -1.710161e+07 nChanged 7374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62621 members 
Mstep: Class 2 contains 107263 members 
Entering Unmasked Estep 
Score: -17106366.000000 Penalty: 3583.958740
	Iteration 9Q: 3 clusters Score -1.710637e+07 nChanged 6145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58108 members 
Mstep: Class 2 contains 111776 members 
Entering Unmasked Estep 
Score: -17110628.000000 Penalty: 3583.958740
	Iteration 10Q: 3 clusters Score -1.711063e+07 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53844 members 
Mstep: Class 2 contains 116040 members 
Entering Unmasked Estep 
Score: -17115030.000000 Penalty: 3583.958740
	Iteration 11Q: 3 clusters Score -1.711503e+07 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50005 members 
Mstep: Class 2 contains 119879 members 
Entering Unmasked Estep 
Score: -17119326.000000 Penalty: 3583.958740
	Iteration 12Q: 3 clusters Score -1.711933e+07 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46918 members 
Mstep: Class 2 contains 122966 members 
Entering Unmasked Estep 
Score: -17122702.000000 Penalty: 3583.958740
	Iteration 13Q: 3 clusters Score -1.71227e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44649 members 
Mstep: Class 2 contains 125235 members 
Entering Unmasked Estep 
Score: -17124672.000000 Penalty: 3583.958740
	Iteration 14Q: 3 clusters Score -1.712467e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42862 members 
Mstep: Class 2 contains 127022 members 
Entering Unmasked Estep 
Score: -17125864.000000 Penalty: 3583.958740
	Iteration 15Q: 3 clusters Score -1.712586e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41460 members 
Mstep: Class 2 contains 128424 members 
Entering Unmasked Estep 
Score: -17126500.000000 Penalty: 3583.958740
	Iteration 16Q: 3 clusters Score -1.71265e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40351 members 
Mstep: Class 2 contains 129533 members 
Entering Unmasked Estep 
Score: -17126732.000000 Penalty: 3583.958740
	Iteration 17Q: 3 clusters Score -1.712673e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39442 members 
Mstep: Class 2 contains 130442 members 
Entering Unmasked Estep 
Score: -17126938.000000 Penalty: 3583.958740
	Iteration 18Q: 3 clusters Score -1.712694e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38728 members 
Mstep: Class 2 contains 131156 members 
Entering Unmasked Estep 
Score: -17127128.000000 Penalty: 3583.958740
	Iteration 19Q: 3 clusters Score -1.712713e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38154 members 
Mstep: Class 2 contains 131730 members 
Entering Unmasked Estep 
Score: -17127194.000000 Penalty: 3583.958740
	Iteration 20F: 3 clusters Score -1.712719e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37666 members 
Mstep: Class 2 contains 132218 members 
Entering Unmasked Estep 
Score: -17127206.000000 Penalty: 3583.958740
	Iteration 21Q: 3 clusters Score -1.712721e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37271 members 
Mstep: Class 2 contains 132613 members 
Entering Unmasked Estep 
Score: -17127252.000000 Penalty: 3583.958740
	Iteration 22Q: 3 clusters Score -1.712725e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36930 members 
Mstep: Class 2 contains 132954 members 
Entering Unmasked Estep 
Score: -17127284.000000 Penalty: 3583.958740
	Iteration 23Q: 3 clusters Score -1.712728e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36651 members 
Mstep: Class 2 contains 133233 members 
Entering Unmasked Estep 
Score: -17127330.000000 Penalty: 3583.958740
	Iteration 24Q: 3 clusters Score -1.712733e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36407 members 
Mstep: Class 2 contains 133477 members 
Entering Unmasked Estep 
Score: -17127344.000000 Penalty: 3583.958740
	Iteration 25Q: 3 clusters Score -1.712734e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36216 members 
Mstep: Class 2 contains 133668 members 
Entering Unmasked Estep 
Score: -17127332.000000 Penalty: 3583.958740
	Iteration 26Q: 3 clusters Score -1.712733e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36031 members 
Mstep: Class 2 contains 133853 members 
Entering Unmasked Estep 
Score: -17127346.000000 Penalty: 3583.958740
	Iteration 27Q: 3 clusters Score -1.712735e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35865 members 
Mstep: Class 2 contains 134019 members 
Entering Unmasked Estep 
Score: -17127344.000000 Penalty: 3583.958740
	Iteration 28Q: 3 clusters Score -1.712734e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35707 members 
Mstep: Class 2 contains 134177 members 
Entering Unmasked Estep 
Score: -17127352.000000 Penalty: 3583.958740
	Iteration 29Q: 3 clusters Score -1.712735e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35572 members 
Mstep: Class 2 contains 134312 members 
Entering Unmasked Estep 
Score: -17127386.000000 Penalty: 3583.958740
	Iteration 30Q: 3 clusters Score -1.712739e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35456 members 
Mstep: Class 2 contains 134428 members 
Entering Unmasked Estep 
Score: -17127386.000000 Penalty: 3583.958740
	Iteration 31Q: 3 clusters Score -1.712739e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35377 members 
Mstep: Class 2 contains 134507 members 
Entering Unmasked Estep 
Score: -17127368.000000 Penalty: 3583.958740
	Iteration 32Q: 3 clusters Score -1.712737e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35306 members 
Mstep: Class 2 contains 134578 members 
Entering Unmasked Estep 
Score: -17127342.000000 Penalty: 3583.958740
	Iteration 33Q: 3 clusters Score -1.712734e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35239 members 
Mstep: Class 2 contains 134645 members 
Entering Unmasked Estep 
Score: -17127332.000000 Penalty: 3583.958740
	Iteration 34Q: 3 clusters Score -1.712733e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35177 members 
Mstep: Class 2 contains 134707 members 
Entering Unmasked Estep 
Score: -17127320.000000 Penalty: 3583.958740
	Iteration 35Q: 3 clusters Score -1.712732e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35128 members 
Mstep: Class 2 contains 134756 members 
Entering Unmasked Estep 
Score: -17127330.000000 Penalty: 3583.958740
	Iteration 36Q: 3 clusters Score -1.712733e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35090 members 
Mstep: Class 2 contains 134794 members 
Entering Unmasked Estep 
Score: -17127330.000000 Penalty: 3583.958740
	Iteration 37Q: 3 clusters Score -1.712733e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35051 members 
Mstep: Class 2 contains 134833 members 
Entering Unmasked Estep 
Score: -17127332.000000 Penalty: 3583.958740
	Iteration 38Q: 3 clusters Score -1.712733e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35021 members 
Mstep: Class 2 contains 134863 members 
Entering Unmasked Estep 
Score: -17127310.000000 Penalty: 3583.958740
	Iteration 39Q: 3 clusters Score -1.712731e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34993 members 
Mstep: Class 2 contains 134891 members 
Entering Unmasked Estep 
Score: -17127308.000000 Penalty: 3583.958740
	Iteration 40F: 3 clusters Score -1.712731e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34976 members 
Mstep: Class 2 contains 134908 members 
Entering Unmasked Estep 
Score: -17127308.000000 Penalty: 3583.958740
	Iteration 41Q: 3 clusters Score -1.712731e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34965 members 
Mstep: Class 2 contains 134919 members 
Entering Unmasked Estep 
Score: -17127298.000000 Penalty: 3583.958740
	Iteration 42Q: 3 clusters Score -1.71273e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34951 members 
Mstep: Class 2 contains 134933 members 
Entering Unmasked Estep 
Score: -17127320.000000 Penalty: 3583.958740
	Iteration 43Q: 3 clusters Score -1.712732e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34934 members 
Mstep: Class 2 contains 134950 members 
Entering Unmasked Estep 
Score: -17127306.000000 Penalty: 3583.958740
	Iteration 44Q: 3 clusters Score -1.712731e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34920 members 
Mstep: Class 2 contains 134964 members 
Entering Unmasked Estep 
Score: -17127304.000000 Penalty: 3583.958740
	Iteration 45Q: 3 clusters Score -1.71273e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34908 members 
Mstep: Class 2 contains 134976 members 
Entering Unmasked Estep 
Score: -17127308.000000 Penalty: 3583.958740
	Iteration 46Q: 3 clusters Score -1.712731e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34895 members 
Mstep: Class 2 contains 134989 members 
Entering Unmasked Estep 
Score: -17127304.000000 Penalty: 3583.958740
	Iteration 47Q: 3 clusters Score -1.71273e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34886 members 
Mstep: Class 2 contains 134998 members 
Entering Unmasked Estep 
Score: -17127308.000000 Penalty: 3583.958740
	Iteration 48Q: 3 clusters Score -1.712731e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34869 members 
Mstep: Class 2 contains 135015 members 
Entering Unmasked Estep 
Score: -17127292.000000 Penalty: 3583.958740
	Iteration 49Q: 3 clusters Score -1.712729e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34856 members 
Mstep: Class 2 contains 135028 members 
Entering Unmasked Estep 
Score: -17127288.000000 Penalty: 3583.958740
	Iteration 50Q: 3 clusters Score -1.712729e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34845 members 
Mstep: Class 2 contains 135039 members 
Entering Unmasked Estep 
Score: -17127304.000000 Penalty: 3583.958740
	Iteration 51Q: 3 clusters Score -1.71273e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34833 members 
Mstep: Class 2 contains 135051 members 
Entering Unmasked Estep 
Score: -17127292.000000 Penalty: 3583.958740
	Iteration 52Q: 3 clusters Score -1.712729e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34821 members 
Mstep: Class 2 contains 135063 members 
Entering Unmasked Estep 
Score: -17127294.000000 Penalty: 3583.958740
	Iteration 53Q: 3 clusters Score -1.712729e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34813 members 
Mstep: Class 2 contains 135071 members 
Entering Unmasked Estep 
Score: -17127278.000000 Penalty: 3583.958740
	Iteration 54Q: 3 clusters Score -1.712728e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34806 members 
Mstep: Class 2 contains 135078 members 
Entering Unmasked Estep 
Score: -17127286.000000 Penalty: 3583.958740
	Iteration 55Q: 3 clusters Score -1.712729e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34796 members 
Mstep: Class 2 contains 135088 members 
Entering Unmasked Estep 
Score: -17127294.000000 Penalty: 3583.958740
	Iteration 56Q: 3 clusters Score -1.712729e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34786 members 
Mstep: Class 2 contains 135098 members 
Entering Unmasked Estep 
Score: -17127304.000000 Penalty: 3583.958740
	Iteration 57Q: 3 clusters Score -1.71273e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34780 members 
Mstep: Class 2 contains 135104 members 
Entering Unmasked Estep 
Score: -17127296.000000 Penalty: 3583.958740
	Iteration 58Q: 3 clusters Score -1.71273e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34772 members 
Mstep: Class 2 contains 135112 members 
Entering Unmasked Estep 
Score: -17127286.000000 Penalty: 3583.958740
	Iteration 59Q: 3 clusters Score -1.712729e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34762 members 
Mstep: Class 2 contains 135122 members 
Entering Unmasked Estep 
Score: -17127286.000000 Penalty: 3583.958740
	Iteration 60F: 3 clusters Score -1.712729e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34751 members 
Mstep: Class 2 contains 135133 members 
Entering Unmasked Estep 
Score: -17127282.000000 Penalty: 3583.958740
	Iteration 61Q: 3 clusters Score -1.712728e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34742 members 
Mstep: Class 2 contains 135142 members 
Entering Unmasked Estep 
Score: -17127292.000000 Penalty: 3583.958740
	Iteration 62Q: 3 clusters Score -1.712729e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34735 members 
Mstep: Class 2 contains 135149 members 
Entering Unmasked Estep 
Score: -17127276.000000 Penalty: 3583.958740
	Iteration 63Q: 3 clusters Score -1.712728e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34729 members 
Mstep: Class 2 contains 135155 members 
Entering Unmasked Estep 
Score: -17127272.000000 Penalty: 3583.958740
	Iteration 64Q: 3 clusters Score -1.712727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34727 members 
Mstep: Class 2 contains 135157 members 
Entering Unmasked Estep 
Score: -17127282.000000 Penalty: 3583.958740
	Iteration 65Q: 3 clusters Score -1.712728e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34727 members 
Mstep: Class 2 contains 135157 members 
Entering Unmasked Estep 
Score: -17127282.000000 Penalty: 3583.958740
	Iteration 66F: 3 clusters Score -1.712728e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 64266 members 
Mstep: Class 2 contains 3432 members 
Mstep: Class 3 contains 52131 members 
Mstep: Class 4 contains 34620 members 
Mstep: Class 5 contains 156616 members 
Mstep: Class 6 contains 24360 members 
Mstep: Class 7 contains 66066 members 
Mstep: Class 8 contains 3570 members 
Mstep: Class 9 contains 44667 members 
Mstep: Class 10 contains 19057 members 
Mstep: Class 11 contains 6303 members 
Mstep: Class 12 contains 24826 members 
Mstep: Class 13 contains 4468 members 
Mstep: Class 14 contains 3511 members 
Mstep: Class 15 contains 11056 members 
Mstep: Class 16 contains 23757 members 
Mstep: Class 17 contains 34727 members 
Mstep: Class 18 contains 35180 members 
Mstep: Class 19 contains 12454 members 
Mstep: Class 20 contains 4424 members 
Mstep: Class 21 contains 29900 members 
Mstep: Class 22 contains 3152 members 
Mstep: Class 23 contains 4196 members 
Mstep: Class 24 contains 5895 members 
Mstep: Class 25 contains 12636 members 
Mstep: Class 26 contains 4057 members 
Mstep: Class 27 contains 14927 members 
Mstep: Class 28 contains 17862 members 
Mstep: Class 29 contains 16598 members 
Mstep: Class 30 contains 16316 members 
Mstep: Class 31 contains 9545 members 
Mstep: Class 32 contains 135157 members 
Entering Unmasked Estep 
Score: -87825408.000000 Penalty: 65281.242188
Splitting cluster 17 changes total score from -87700432.000000 to -87825408.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 18 (35180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35180 members 
Entering Unmasked Estep 
Score: -3621410.500000 Penalty: 1557.673096
	Iteration 0F: 2 clusters Score -3621410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -3598705.500000 Penalty: 3115.346191
	Iteration 0F: 3 clusters Score -3598706 nChanged 15882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -3607410.500000 Penalty: 3115.346191
	Iteration 1F: 3 clusters Score -3607410 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -3607931.750000 Penalty: 3115.346191
	Iteration 2Q: 3 clusters Score -3607932 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -3608458.250000 Penalty: 3115.346191
	Iteration 3Q: 3 clusters Score -3608458 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -3608996.000000 Penalty: 3115.346191
	Iteration 4Q: 3 clusters Score -3608996 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -3609625.250000 Penalty: 3115.346191
	Iteration 5Q: 3 clusters Score -3609625 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -3610625.000000 Penalty: 3115.346191
	Iteration 6Q: 3 clusters Score -3610625 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -3612604.500000 Penalty: 3115.346191
	Iteration 7F: 3 clusters Score -3612604 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -3617665.250000 Penalty: 3115.346191
	Iteration 8F: 3 clusters Score -3617665 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -3629322.750000 Penalty: 3115.346191
	Iteration 9F: 3 clusters Score -3629323 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -3636504.000000 Penalty: 3115.346191
	Iteration 10F: 3 clusters Score -3636504 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -3641239.750000 Penalty: 3115.346191
	Iteration 11F: 3 clusters Score -3641240 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -3646323.250000 Penalty: 3115.346191
	Iteration 12Q: 3 clusters Score -3646323 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -3647627.250000 Penalty: 3115.346191
	Iteration 13Q: 3 clusters Score -3647627 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -3647711.000000 Penalty: 3115.346191
	Iteration 14Q: 3 clusters Score -3647711 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -3647706.500000 Penalty: 3115.346191
	Iteration 15Q: 3 clusters Score -3647706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -3647706.500000 Penalty: 3115.346191
	Iteration 16Q: 3 clusters Score -3647706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -3647706.500000 Penalty: 3115.346191
	Iteration 17F: 3 clusters Score -3647706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 64266 members 
Mstep: Class 2 contains 3432 members 
Mstep: Class 3 contains 52131 members 
Mstep: Class 4 contains 34620 members 
Mstep: Class 5 contains 156616 members 
Mstep: Class 6 contains 24360 members 
Mstep: Class 7 contains 66066 members 
Mstep: Class 8 contains 3570 members 
Mstep: Class 9 contains 44667 members 
Mstep: Class 10 contains 19057 members 
Mstep: Class 11 contains 6303 members 
Mstep: Class 12 contains 24826 members 
Mstep: Class 13 contains 4468 members 
Mstep: Class 14 contains 3511 members 
Mstep: Class 15 contains 11056 members 
Mstep: Class 16 contains 23757 members 
Mstep: Class 17 contains 34727 members 
Mstep: Class 18 contains 23750 members 
Mstep: Class 19 contains 12454 members 
Mstep: Class 20 contains 4424 members 
Mstep: Class 21 contains 29900 members 
Mstep: Class 22 contains 3152 members 
Mstep: Class 23 contains 4196 members 
Mstep: Class 24 contains 5895 members 
Mstep: Class 25 contains 12636 members 
Mstep: Class 26 contains 4057 members 
Mstep: Class 27 contains 14927 members 
Mstep: Class 28 contains 17862 members 
Mstep: Class 29 contains 16598 members 
Mstep: Class 30 contains 16316 members 
Mstep: Class 31 contains 9545 members 
Mstep: Class 32 contains 135157 members 
Mstep: Class 33 contains 11430 members 
Entering Unmasked Estep 
Score: -87850472.000000 Penalty: 67321.281250
Splitting cluster 18 changes total score from -87700432.000000 to -87850472.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 19 (12454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Entering Unmasked Estep 
Score: -1202142.000000 Penalty: 1403.153809
	Iteration 0F: 2 clusters Score -1202142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1193884.125000 Penalty: 2806.307617
	Iteration 0F: 3 clusters Score -1193884 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1196839.750000 Penalty: 2806.307617
	Iteration 1F: 3 clusters Score -1196840 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1197406.625000 Penalty: 2806.307617
	Iteration 2F: 3 clusters Score -1197407 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1197977.000000 Penalty: 2806.307617
	Iteration 3F: 3 clusters Score -1197977 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1198501.250000 Penalty: 2806.307617
	Iteration 4F: 3 clusters Score -1198501 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1198977.500000 Penalty: 2806.307617
	Iteration 5F: 3 clusters Score -1198978 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1199410.125000 Penalty: 2806.307617
	Iteration 6F: 3 clusters Score -1199410 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1199781.000000 Penalty: 2806.307617
	Iteration 7Q: 3 clusters Score -1199781 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1200066.875000 Penalty: 2806.307617
	Iteration 8Q: 3 clusters Score -1200067 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1200283.000000 Penalty: 2806.307617
	Iteration 9Q: 3 clusters Score -1200283 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1200470.000000 Penalty: 2806.307617
	Iteration 10Q: 3 clusters Score -1200470 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1200640.125000 Penalty: 2806.307617
	Iteration 11Q: 3 clusters Score -1200640 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1200801.000000 Penalty: 2806.307617
	Iteration 12Q: 3 clusters Score -1200801 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1200960.125000 Penalty: 2806.307617
	Iteration 13Q: 3 clusters Score -1200960 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1201136.500000 Penalty: 2806.307617
	Iteration 14Q: 3 clusters Score -1201136 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1201274.125000 Penalty: 2806.307617
	Iteration 15Q: 3 clusters Score -1201274 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1201401.500000 Penalty: 2806.307617
	Iteration 16Q: 3 clusters Score -1201402 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1201529.000000 Penalty: 2806.307617
	Iteration 17Q: 3 clusters Score -1201529 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1201615.875000 Penalty: 2806.307617
	Iteration 18Q: 3 clusters Score -1201616 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1201696.250000 Penalty: 2806.307617
	Iteration 19Q: 3 clusters Score -1201696 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1201778.125000 Penalty: 2806.307617
	Iteration 20F: 3 clusters Score -1201778 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1201835.625000 Penalty: 2806.307617
	Iteration 21Q: 3 clusters Score -1201836 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1201875.500000 Penalty: 2806.307617
	Iteration 22Q: 3 clusters Score -1201876 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1201915.000000 Penalty: 2806.307617
	Iteration 23Q: 3 clusters Score -1201915 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1201942.750000 Penalty: 2806.307617
	Iteration 24Q: 3 clusters Score -1201943 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1201960.375000 Penalty: 2806.307617
	Iteration 25Q: 3 clusters Score -1201960 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1201978.250000 Penalty: 2806.307617
	Iteration 26Q: 3 clusters Score -1201978 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1201983.125000 Penalty: 2806.307617
	Iteration 27Q: 3 clusters Score -1201983 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1201999.875000 Penalty: 2806.307617
	Iteration 28Q: 3 clusters Score -1202000 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1202013.750000 Penalty: 2806.307617
	Iteration 29Q: 3 clusters Score -1202014 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1202026.000000 Penalty: 2806.307617
	Iteration 30Q: 3 clusters Score -1202026 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1202040.625000 Penalty: 2806.307617
	Iteration 31Q: 3 clusters Score -1202041 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1202046.750000 Penalty: 2806.307617
	Iteration 32Q: 3 clusters Score -1202047 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1202054.125000 Penalty: 2806.307617
	Iteration 33Q: 3 clusters Score -1202054 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1202059.875000 Penalty: 2806.307617
	Iteration 34Q: 3 clusters Score -1202060 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1202073.250000 Penalty: 2806.307617
	Iteration 35Q: 3 clusters Score -1202073 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1202085.750000 Penalty: 2806.307617
	Iteration 36Q: 3 clusters Score -1202086 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1202106.625000 Penalty: 2806.307617
	Iteration 37Q: 3 clusters Score -1202107 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1202126.000000 Penalty: 2806.307617
	Iteration 38Q: 3 clusters Score -1202126 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1202141.750000 Penalty: 2806.307617
	Iteration 39Q: 3 clusters Score -1202142 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1202152.000000 Penalty: 2806.307617
	Iteration 40F: 3 clusters Score -1202152 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1202163.625000 Penalty: 2806.307617
	Iteration 41Q: 3 clusters Score -1202164 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1202179.125000 Penalty: 2806.307617
	Iteration 42Q: 3 clusters Score -1202179 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1202188.625000 Penalty: 2806.307617
	Iteration 43Q: 3 clusters Score -1202189 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1202199.750000 Penalty: 2806.307617
	Iteration 44Q: 3 clusters Score -1202200 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1202206.625000 Penalty: 2806.307617
	Iteration 45Q: 3 clusters Score -1202207 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1202215.875000 Penalty: 2806.307617
	Iteration 46Q: 3 clusters Score -1202216 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1202223.375000 Penalty: 2806.307617
	Iteration 47Q: 3 clusters Score -1202223 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1202231.125000 Penalty: 2806.307617
	Iteration 48Q: 3 clusters Score -1202231 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1202234.500000 Penalty: 2806.307617
	Iteration 49Q: 3 clusters Score -1202234 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1202241.000000 Penalty: 2806.307617
	Iteration 50Q: 3 clusters Score -1202241 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1202250.500000 Penalty: 2806.307617
	Iteration 51Q: 3 clusters Score -1202250 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1202258.125000 Penalty: 2806.307617
	Iteration 52Q: 3 clusters Score -1202258 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1202272.375000 Penalty: 2806.307617
	Iteration 53Q: 3 clusters Score -1202272 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1202291.000000 Penalty: 2806.307617
	Iteration 54Q: 3 clusters Score -1202291 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1202311.250000 Penalty: 2806.307617
	Iteration 55Q: 3 clusters Score -1202311 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1202328.500000 Penalty: 2806.307617
	Iteration 56Q: 3 clusters Score -1202328 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1202368.375000 Penalty: 2806.307617
	Iteration 57Q: 3 clusters Score -1202368 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1202415.875000 Penalty: 2806.307617
	Iteration 58Q: 3 clusters Score -1202416 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1202469.875000 Penalty: 2806.307617
	Iteration 59Q: 3 clusters Score -1202470 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1202538.375000 Penalty: 2806.307617
	Iteration 60F: 3 clusters Score -1202538 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1202618.750000 Penalty: 2806.307617
	Iteration 61Q: 3 clusters Score -1202619 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1202707.125000 Penalty: 2806.307617
	Iteration 62Q: 3 clusters Score -1202707 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1202786.250000 Penalty: 2806.307617
	Iteration 63Q: 3 clusters Score -1202786 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1202856.625000 Penalty: 2806.307617
	Iteration 64Q: 3 clusters Score -1202857 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1202906.000000 Penalty: 2806.307617
	Iteration 65Q: 3 clusters Score -1202906 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1202969.250000 Penalty: 2806.307617
	Iteration 66Q: 3 clusters Score -1202969 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1203020.875000 Penalty: 2806.307617
	Iteration 67Q: 3 clusters Score -1203021 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1203075.500000 Penalty: 2806.307617
	Iteration 68Q: 3 clusters Score -1203076 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1203121.500000 Penalty: 2806.307617
	Iteration 69Q: 3 clusters Score -1203122 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1203153.250000 Penalty: 2806.307617
	Iteration 70Q: 3 clusters Score -1203153 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1203176.500000 Penalty: 2806.307617
	Iteration 71Q: 3 clusters Score -1203176 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1203183.875000 Penalty: 2806.307617
	Iteration 72Q: 3 clusters Score -1203184 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1203196.500000 Penalty: 2806.307617
	Iteration 73Q: 3 clusters Score -1203196 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1203209.375000 Penalty: 2806.307617
	Iteration 74Q: 3 clusters Score -1203209 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1203216.375000 Penalty: 2806.307617
	Iteration 75Q: 3 clusters Score -1203216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1203218.625000 Penalty: 2806.307617
	Iteration 76Q: 3 clusters Score -1203219 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1203219.750000 Penalty: 2806.307617
	Iteration 77Q: 3 clusters Score -1203220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1203219.625000 Penalty: 2806.307617
	Iteration 78Q: 3 clusters Score -1203220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1203219.500000 Penalty: 2806.307617
	Iteration 79Q: 3 clusters Score -1203220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1203245.375000 Penalty: 2806.307617
	Iteration 80F: 3 clusters Score -1203245 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1203257.500000 Penalty: 2806.307617
	Iteration 81Q: 3 clusters Score -1203258 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1203272.750000 Penalty: 2806.307617
	Iteration 82Q: 3 clusters Score -1203273 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1203294.250000 Penalty: 2806.307617
	Iteration 83Q: 3 clusters Score -1203294 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1203319.500000 Penalty: 2806.307617
	Iteration 84Q: 3 clusters Score -1203320 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1203367.750000 Penalty: 2806.307617
	Iteration 85Q: 3 clusters Score -1203368 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1203417.500000 Penalty: 2806.307617
	Iteration 86Q: 3 clusters Score -1203418 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1203479.625000 Penalty: 2806.307617
	Iteration 87Q: 3 clusters Score -1203480 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1203548.000000 Penalty: 2806.307617
	Iteration 88Q: 3 clusters Score -1203548 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1203620.375000 Penalty: 2806.307617
	Iteration 89Q: 3 clusters Score -1203620 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1203663.125000 Penalty: 2806.307617
	Iteration 90Q: 3 clusters Score -1203663 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1203690.125000 Penalty: 2806.307617
	Iteration 91Q: 3 clusters Score -1203690 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1203710.750000 Penalty: 2806.307617
	Iteration 92Q: 3 clusters Score -1203711 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1203722.750000 Penalty: 2806.307617
	Iteration 93Q: 3 clusters Score -1203723 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1203732.625000 Penalty: 2806.307617
	Iteration 94Q: 3 clusters Score -1203733 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1203735.625000 Penalty: 2806.307617
	Iteration 95Q: 3 clusters Score -1203736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1203737.250000 Penalty: 2806.307617
	Iteration 96Q: 3 clusters Score -1203737 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1203739.875000 Penalty: 2806.307617
	Iteration 97Q: 3 clusters Score -1203740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1203743.125000 Penalty: 2806.307617
	Iteration 98Q: 3 clusters Score -1203743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1203746.125000 Penalty: 2806.307617
	Iteration 99Q: 3 clusters Score -1203746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1203744.500000 Penalty: 2806.307617
	Iteration 100F: 3 clusters Score -1203744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1203743.000000 Penalty: 2806.307617
	Iteration 101Q: 3 clusters Score -1203743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1203745.750000 Penalty: 2806.307617
	Iteration 102Q: 3 clusters Score -1203746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1203746.000000 Penalty: 2806.307617
	Iteration 103Q: 3 clusters Score -1203746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1203748.250000 Penalty: 2806.307617
	Iteration 104Q: 3 clusters Score -1203748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1203749.000000 Penalty: 2806.307617
	Iteration 105Q: 3 clusters Score -1203749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1203747.000000 Penalty: 2806.307617
	Iteration 106Q: 3 clusters Score -1203747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1203747.125000 Penalty: 2806.307617
	Iteration 107Q: 3 clusters Score -1203747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1203747.000000 Penalty: 2806.307617
	Iteration 108Q: 3 clusters Score -1203747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1203747.000000 Penalty: 2806.307617
	Iteration 109F: 3 clusters Score -1203747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 64266 members 
Mstep: Class 2 contains 3432 members 
Mstep: Class 3 contains 52131 members 
Mstep: Class 4 contains 34620 members 
Mstep: Class 5 contains 156616 members 
Mstep: Class 6 contains 24360 members 
Mstep: Class 7 contains 66066 members 
Mstep: Class 8 contains 3570 members 
Mstep: Class 9 contains 44667 members 
Mstep: Class 10 contains 19057 members 
Mstep: Class 11 contains 6303 members 
Mstep: Class 12 contains 24826 members 
Mstep: Class 13 contains 4468 members 
Mstep: Class 14 contains 3511 members 
Mstep: Class 15 contains 11056 members 
Mstep: Class 16 contains 23757 members 
Mstep: Class 17 contains 34727 members 
Mstep: Class 18 contains 23750 members 
Mstep: Class 19 contains 8148 members 
Mstep: Class 20 contains 4424 members 
Mstep: Class 21 contains 29900 members 
Mstep: Class 22 contains 3152 members 
Mstep: Class 23 contains 4196 members 
Mstep: Class 24 contains 5895 members 
Mstep: Class 25 contains 12636 members 
Mstep: Class 26 contains 4057 members 
Mstep: Class 27 contains 14927 members 
Mstep: Class 28 contains 17862 members 
Mstep: Class 29 contains 16598 members 
Mstep: Class 30 contains 16316 members 
Mstep: Class 31 contains 9545 members 
Mstep: Class 32 contains 135157 members 
Mstep: Class 33 contains 11430 members 
Mstep: Class 34 contains 4306 members 
Entering Unmasked Estep 
Score: -87851248.000000 Penalty: 69361.320312
Splitting cluster 19 changes total score from -87700432.000000 to -87851248.000000
So it's getting split into cluster 34.
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 64266 members 
Mstep: Class 2 contains 3432 members 
Mstep: Class 3 contains 52131 members 
Mstep: Class 5 contains 156616 members 
Mstep: Class 6 contains 24360 members 
Mstep: Class 7 contains 66066 members 
Mstep: Class 8 contains 3570 members 
Mstep: Class 9 contains 44667 members 
Mstep: Class 10 contains 19057 members 
Mstep: Class 11 contains 6303 members 
Mstep: Class 12 contains 24826 members 
Mstep: Class 13 contains 4468 members 
Mstep: Class 14 contains 3511 members 
Mstep: Class 15 contains 11056 members 
Mstep: Class 16 contains 23757 members 
Mstep: Class 17 contains 34727 members 
Mstep: Class 18 contains 23750 members 
Mstep: Class 19 contains 8148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87885024.000000 Penalty: 69361.320312
Iteration 39Q: 35 clusters Score -8.788502e+07 nChanged 43042
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 67679 members 
Mstep: Class 2 contains 3612 members 
Mstep: Class 3 contains 53325 members 
Mstep: Class 4 contains 36120 members 
Mstep: Class 5 contains 157933 members 
Mstep: Class 6 contains 25529 members 
Mstep: Class 7 contains 66686 members 
Mstep: Class 8 contains 3634 members 
Mstep: Class 9 contains 43974 members 
Mstep: Class 10 contains 19261 members 
Mstep: Class 11 contains 6350 members 
Mstep: Class 12 contains 23347 members 
Mstep: Class 13 contains 4608 members 
Mstep: Class 14 contains 3668 members 
Mstep: Class 15 contains 11361 members 
Mstep: Class 16 contains 24757 members 
Mstep: Class 17 contains 35911 members 
Mstep: Class 18 contains 24500 members 
Mstep: Class 19 contains 7888 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 21 contains 28968 members 
Mstep: Class 22 contains 3391 members 
Mstep: Class 23 contains 3708 members 
Mstep: Class 24 contains 6071 members 
Mstep: Class 25 contains 11423 members 
Mstep: Class 26 contains 3749 members 
Mstep: Class 27 contains 14534 members 
Mstep: Class 28 contains 16102 members 
Mstep: Class 29 contains 15976 members 
Mstep: Class 30 contains 16088 members 
Mstep: Class 31 contains 9416 members 
Mstep: Class 32 contains 129956 members 
Mstep: Class 33 contains 11967 members 
Mstep: Class 34 contains 3968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87912120.000000 Penalty: 69361.320312
Iteration 40F: 35 clusters Score -8.791212e+07 nChanged 33523
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 68771 members 
Mstep: Class 2 contains 3337 members 
Mstep: Class 3 contains 53577 members 
Mstep: Class 4 contains 37099 members 
Mstep: Class 5 contains 154803 members 
Mstep: Class 6 contains 26229 members 
Mstep: Class 7 contains 63919 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 42347 members 
Mstep: Class 10 contains 17430 members 
Mstep: Class 11 contains 6290 members 
Mstep: Class 12 contains 22329 members 
Mstep: Class 13 contains 4575 members 
Mstep: Class 14 contains 3798 members 
Mstep: Class 15 contains 11412 members 
Mstep: Class 16 contains 25240 members 
Mstep: Class 17 contains 36283 members 
Mstep: Class 18 contains 24837 members 
Mstep: Class 19 contains 7661 members 
Mstep: Class 20 contains 4649 members 
Mstep: Class 21 contains 30407 members 
Mstep: Class 22 contains 3870 members 
Mstep: Class 23 contains 3727 members 
Mstep: Class 24 contains 6276 members 
Mstep: Class 25 contains 11798 members 
Mstep: Class 26 contains 3963 members 
Mstep: Class 27 contains 15228 members 
Mstep: Class 28 contains 16306 members 
Mstep: Class 29 contains 16160 members 
Mstep: Class 30 contains 16085 members 
Mstep: Class 31 contains 9438 members 
Mstep: Class 32 contains 130396 members 
Mstep: Class 33 contains 13134 members 
Mstep: Class 34 contains 4698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87924920.000000 Penalty: 69361.320312
Iteration 41Q: 35 clusters Score -8.792492e+07 nChanged 20870
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 69847 members 
Mstep: Class 2 contains 3179 members 
Mstep: Class 3 contains 53669 members 
Mstep: Class 4 contains 38013 members 
Mstep: Class 5 contains 152469 members 
Mstep: Class 6 contains 26885 members 
Mstep: Class 7 contains 61815 members 
Mstep: Class 8 contains 3688 members 
Mstep: Class 9 contains 40791 members 
Mstep: Class 10 contains 16112 members 
Mstep: Class 11 contains 6296 members 
Mstep: Class 12 contains 21636 members 
Mstep: Class 13 contains 4543 members 
Mstep: Class 14 contains 3937 members 
Mstep: Class 15 contains 11592 members 
Mstep: Class 16 contains 25689 members 
Mstep: Class 17 contains 36728 members 
Mstep: Class 18 contains 25025 members 
Mstep: Class 19 contains 7597 members 
Mstep: Class 20 contains 4824 members 
Mstep: Class 21 contains 31376 members 
Mstep: Class 22 contains 4230 members 
Mstep: Class 23 contains 3734 members 
Mstep: Class 24 contains 6356 members 
Mstep: Class 25 contains 12182 members 
Mstep: Class 26 contains 4029 members 
Mstep: Class 27 contains 15682 members 
Mstep: Class 28 contains 16377 members 
Mstep: Class 29 contains 16231 members 
Mstep: Class 30 contains 16126 members 
Mstep: Class 31 contains 9445 members 
Mstep: Class 32 contains 130377 members 
Mstep: Class 33 contains 14056 members 
Mstep: Class 34 contains 5203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87931768.000000 Penalty: 69361.320312
Iteration 42Q: 35 clusters Score -8.793177e+07 nChanged 16100
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 70903 members 
Mstep: Class 2 contains 3077 members 
Mstep: Class 3 contains 53710 members 
Mstep: Class 4 contains 38821 members 
Mstep: Class 5 contains 150656 members 
Mstep: Class 6 contains 27514 members 
Mstep: Class 7 contains 60079 members 
Mstep: Class 8 contains 3709 members 
Mstep: Class 9 contains 39098 members 
Mstep: Class 10 contains 15087 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 21127 members 
Mstep: Class 13 contains 4535 members 
Mstep: Class 14 contains 4045 members 
Mstep: Class 15 contains 11848 members 
Mstep: Class 16 contains 26123 members 
Mstep: Class 17 contains 37104 members 
Mstep: Class 18 contains 25154 members 
Mstep: Class 19 contains 7549 members 
Mstep: Class 20 contains 4939 members 
Mstep: Class 21 contains 32080 members 
Mstep: Class 22 contains 4546 members 
Mstep: Class 23 contains 3734 members 
Mstep: Class 24 contains 6387 members 
Mstep: Class 25 contains 12696 members 
Mstep: Class 26 contains 4054 members 
Mstep: Class 27 contains 16012 members 
Mstep: Class 28 contains 16357 members 
Mstep: Class 29 contains 16279 members 
Mstep: Class 30 contains 16175 members 
Mstep: Class 31 contains 9426 members 
Mstep: Class 32 contains 130207 members 
Mstep: Class 33 contains 14785 members 
Mstep: Class 34 contains 5605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87937488.000000 Penalty: 69361.320312
Iteration 43Q: 35 clusters Score -8.793749e+07 nChanged 13664
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 71839 members 
Mstep: Class 2 contains 2992 members 
Mstep: Class 3 contains 53704 members 
Mstep: Class 4 contains 39522 members 
Mstep: Class 5 contains 149134 members 
Mstep: Class 6 contains 28062 members 
Mstep: Class 7 contains 58617 members 
Mstep: Class 8 contains 3710 members 
Mstep: Class 9 contains 37317 members 
Mstep: Class 10 contains 14186 members 
Mstep: Class 11 contains 6361 members 
Mstep: Class 12 contains 20708 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 4131 members 
Mstep: Class 15 contains 12075 members 
Mstep: Class 16 contains 26513 members 
Mstep: Class 17 contains 37421 members 
Mstep: Class 18 contains 25235 members 
Mstep: Class 19 contains 7506 members 
Mstep: Class 20 contains 5000 members 
Mstep: Class 21 contains 32649 members 
Mstep: Class 22 contains 4877 members 
Mstep: Class 23 contains 3750 members 
Mstep: Class 24 contains 6394 members 
Mstep: Class 25 contains 13393 members 
Mstep: Class 26 contains 4069 members 
Mstep: Class 27 contains 16241 members 
Mstep: Class 28 contains 16380 members 
Mstep: Class 29 contains 16330 members 
Mstep: Class 30 contains 16221 members 
Mstep: Class 31 contains 9418 members 
Mstep: Class 32 contains 130036 members 
Mstep: Class 33 contains 15419 members 
Mstep: Class 34 contains 5942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87942264.000000 Penalty: 69361.320312
Iteration 44Q: 35 clusters Score -8.794226e+07 nChanged 11696
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 72691 members 
Mstep: Class 2 contains 2939 members 
Mstep: Class 3 contains 53662 members 
Mstep: Class 4 contains 40139 members 
Mstep: Class 5 contains 147840 members 
Mstep: Class 6 contains 28591 members 
Mstep: Class 7 contains 57446 members 
Mstep: Class 8 contains 3708 members 
Mstep: Class 9 contains 35380 members 
Mstep: Class 10 contains 13435 members 
Mstep: Class 11 contains 6413 members 
Mstep: Class 12 contains 20347 members 
Mstep: Class 13 contains 4615 members 
Mstep: Class 14 contains 4189 members 
Mstep: Class 15 contains 12322 members 
Mstep: Class 16 contains 26839 members 
Mstep: Class 17 contains 37665 members 
Mstep: Class 18 contains 25303 members 
Mstep: Class 19 contains 7514 members 
Mstep: Class 20 contains 5064 members 
Mstep: Class 21 contains 33127 members 
Mstep: Class 22 contains 5184 members 
Mstep: Class 23 contains 3773 members 
Mstep: Class 24 contains 6392 members 
Mstep: Class 25 contains 14208 members 
Mstep: Class 26 contains 4058 members 
Mstep: Class 27 contains 16451 members 
Mstep: Class 28 contains 16407 members 
Mstep: Class 29 contains 16400 members 
Mstep: Class 30 contains 16253 members 
Mstep: Class 31 contains 9413 members 
Mstep: Class 32 contains 129787 members 
Mstep: Class 33 contains 15958 members 
Mstep: Class 34 contains 6226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87946040.000000 Penalty: 69361.320312
Iteration 45Q: 35 clusters Score -8.794604e+07 nChanged 9981
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 73478 members 
Mstep: Class 2 contains 2900 members 
Mstep: Class 3 contains 53620 members 
Mstep: Class 4 contains 40692 members 
Mstep: Class 5 contains 146740 members 
Mstep: Class 6 contains 29014 members 
Mstep: Class 7 contains 56571 members 
Mstep: Class 8 contains 3688 members 
Mstep: Class 9 contains 33514 members 
Mstep: Class 10 contains 12856 members 
Mstep: Class 11 contains 6472 members 
Mstep: Class 12 contains 20077 members 
Mstep: Class 13 contains 4630 members 
Mstep: Class 14 contains 4231 members 
Mstep: Class 15 contains 12587 members 
Mstep: Class 16 contains 27136 members 
Mstep: Class 17 contains 37800 members 
Mstep: Class 18 contains 25350 members 
Mstep: Class 19 contains 7543 members 
Mstep: Class 20 contains 5106 members 
Mstep: Class 21 contains 33520 members 
Mstep: Class 22 contains 5441 members 
Mstep: Class 23 contains 3793 members 
Mstep: Class 24 contains 6392 members 
Mstep: Class 25 contains 14931 members 
Mstep: Class 26 contains 4043 members 
Mstep: Class 27 contains 16597 members 
Mstep: Class 28 contains 16431 members 
Mstep: Class 29 contains 16481 members 
Mstep: Class 30 contains 16276 members 
Mstep: Class 31 contains 9417 members 
Mstep: Class 32 contains 129535 members 
Mstep: Class 33 contains 16389 members 
Mstep: Class 34 contains 6488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87948808.000000 Penalty: 69361.320312
Iteration 46Q: 35 clusters Score -8.794881e+07 nChanged 8349
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 74207 members 
Mstep: Class 2 contains 2882 members 
Mstep: Class 3 contains 53570 members 
Mstep: Class 4 contains 41156 members 
Mstep: Class 5 contains 145868 members 
Mstep: Class 6 contains 29379 members 
Mstep: Class 7 contains 55861 members 
Mstep: Class 8 contains 3682 members 
Mstep: Class 9 contains 32015 members 
Mstep: Class 10 contains 12429 members 
Mstep: Class 11 contains 6508 members 
Mstep: Class 12 contains 19859 members 
Mstep: Class 13 contains 4639 members 
Mstep: Class 14 contains 4278 members 
Mstep: Class 15 contains 12822 members 
Mstep: Class 16 contains 27430 members 
Mstep: Class 17 contains 37946 members 
Mstep: Class 18 contains 25384 members 
Mstep: Class 19 contains 7592 members 
Mstep: Class 20 contains 5134 members 
Mstep: Class 21 contains 33789 members 
Mstep: Class 22 contains 5695 members 
Mstep: Class 23 contains 3805 members 
Mstep: Class 24 contains 6397 members 
Mstep: Class 25 contains 15281 members 
Mstep: Class 26 contains 4021 members 
Mstep: Class 27 contains 16743 members 
Mstep: Class 28 contains 16446 members 
Mstep: Class 29 contains 16564 members 
Mstep: Class 30 contains 16296 members 
Mstep: Class 31 contains 9412 members 
Mstep: Class 32 contains 129216 members 
Mstep: Class 33 contains 16736 members 
Mstep: Class 34 contains 6697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87951096.000000 Penalty: 69361.320312
Iteration 47Q: 35 clusters Score -8.79511e+07 nChanged 6977
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 75004 members 
Mstep: Class 2 contains 2872 members 
Mstep: Class 3 contains 53528 members 
Mstep: Class 4 contains 41551 members 
Mstep: Class 5 contains 145125 members 
Mstep: Class 6 contains 29715 members 
Mstep: Class 7 contains 55257 members 
Mstep: Class 8 contains 3670 members 
Mstep: Class 9 contains 30922 members 
Mstep: Class 10 contains 12159 members 
Mstep: Class 11 contains 6551 members 
Mstep: Class 12 contains 19707 members 
Mstep: Class 13 contains 4649 members 
Mstep: Class 14 contains 4320 members 
Mstep: Class 15 contains 13012 members 
Mstep: Class 16 contains 27689 members 
Mstep: Class 17 contains 38002 members 
Mstep: Class 18 contains 25409 members 
Mstep: Class 19 contains 7660 members 
Mstep: Class 20 contains 5136 members 
Mstep: Class 21 contains 34010 members 
Mstep: Class 22 contains 5911 members 
Mstep: Class 23 contains 3817 members 
Mstep: Class 24 contains 6397 members 
Mstep: Class 25 contains 15242 members 
Mstep: Class 26 contains 4004 members 
Mstep: Class 27 contains 16852 members 
Mstep: Class 28 contains 16478 members 
Mstep: Class 29 contains 16617 members 
Mstep: Class 30 contains 16316 members 
Mstep: Class 31 contains 9404 members 
Mstep: Class 32 contains 128907 members 
Mstep: Class 33 contains 16960 members 
Mstep: Class 34 contains 6886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87952696.000000 Penalty: 69361.320312
Iteration 48Q: 35 clusters Score -8.79527e+07 nChanged 5854
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 75863 members 
Mstep: Class 2 contains 2865 members 
Mstep: Class 3 contains 53486 members 
Mstep: Class 4 contains 41889 members 
Mstep: Class 5 contains 144456 members 
Mstep: Class 6 contains 30009 members 
Mstep: Class 7 contains 54779 members 
Mstep: Class 8 contains 3667 members 
Mstep: Class 9 contains 29919 members 
Mstep: Class 10 contains 11987 members 
Mstep: Class 11 contains 6587 members 
Mstep: Class 12 contains 19582 members 
Mstep: Class 13 contains 4653 members 
Mstep: Class 14 contains 4354 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 27920 members 
Mstep: Class 17 contains 38035 members 
Mstep: Class 18 contains 25425 members 
Mstep: Class 19 contains 7743 members 
Mstep: Class 20 contains 5148 members 
Mstep: Class 21 contains 34226 members 
Mstep: Class 22 contains 6081 members 
Mstep: Class 23 contains 3820 members 
Mstep: Class 24 contains 6392 members 
Mstep: Class 25 contains 15083 members 
Mstep: Class 26 contains 3978 members 
Mstep: Class 27 contains 16943 members 
Mstep: Class 28 contains 16488 members 
Mstep: Class 29 contains 16686 members 
Mstep: Class 30 contains 16333 members 
Mstep: Class 31 contains 9396 members 
Mstep: Class 32 contains 128624 members 
Mstep: Class 33 contains 17088 members 
Mstep: Class 34 contains 7054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87953272.000000 Penalty: 69361.320312
Iteration 49Q: 35 clusters Score -8.795327e+07 nChanged 5387
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 76818 members 
Mstep: Class 2 contains 2856 members 
Mstep: Class 3 contains 53460 members 
Mstep: Class 4 contains 42190 members 
Mstep: Class 5 contains 143843 members 
Mstep: Class 6 contains 30275 members 
Mstep: Class 7 contains 54411 members 
Mstep: Class 8 contains 3665 members 
Mstep: Class 9 contains 28846 members 
Mstep: Class 10 contains 11858 members 
Mstep: Class 11 contains 6622 members 
Mstep: Class 12 contains 19479 members 
Mstep: Class 13 contains 4655 members 
Mstep: Class 14 contains 4384 members 
Mstep: Class 15 contains 13316 members 
Mstep: Class 16 contains 28126 members 
Mstep: Class 17 contains 38065 members 
Mstep: Class 18 contains 25442 members 
Mstep: Class 19 contains 7850 members 
Mstep: Class 20 contains 5164 members 
Mstep: Class 21 contains 34436 members 
Mstep: Class 22 contains 6239 members 
Mstep: Class 23 contains 3805 members 
Mstep: Class 24 contains 6387 members 
Mstep: Class 25 contains 14967 members 
Mstep: Class 26 contains 3953 members 
Mstep: Class 27 contains 17022 members 
Mstep: Class 28 contains 16500 members 
Mstep: Class 29 contains 16718 members 
Mstep: Class 30 contains 16352 members 
Mstep: Class 31 contains 9387 members 
Mstep: Class 32 contains 128299 members 
Mstep: Class 33 contains 17167 members 
Mstep: Class 34 contains 7182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87954584.000000 Penalty: 69361.320312
Iteration 50Q: 35 clusters Score -8.795458e+07 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 77946 members 
Mstep: Class 2 contains 2853 members 
Mstep: Class 3 contains 53424 members 
Mstep: Class 4 contains 42459 members 
Mstep: Class 5 contains 143244 members 
Mstep: Class 6 contains 30485 members 
Mstep: Class 7 contains 54120 members 
Mstep: Class 8 contains 3674 members 
Mstep: Class 9 contains 27580 members 
Mstep: Class 10 contains 11766 members 
Mstep: Class 11 contains 6650 members 
Mstep: Class 12 contains 19400 members 
Mstep: Class 13 contains 4654 members 
Mstep: Class 14 contains 4406 members 
Mstep: Class 15 contains 13440 members 
Mstep: Class 16 contains 28361 members 
Mstep: Class 17 contains 38082 members 
Mstep: Class 18 contains 25446 members 
Mstep: Class 19 contains 7968 members 
Mstep: Class 20 contains 5179 members 
Mstep: Class 21 contains 34630 members 
Mstep: Class 22 contains 6377 members 
Mstep: Class 23 contains 3807 members 
Mstep: Class 24 contains 6381 members 
Mstep: Class 25 contains 14887 members 
Mstep: Class 26 contains 3930 members 
Mstep: Class 27 contains 17080 members 
Mstep: Class 28 contains 16503 members 
Mstep: Class 29 contains 16746 members 
Mstep: Class 30 contains 16361 members 
Mstep: Class 31 contains 9383 members 
Mstep: Class 32 contains 127969 members 
Mstep: Class 33 contains 17234 members 
Mstep: Class 34 contains 7314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87956704.000000 Penalty: 69361.320312
Iteration 51Q: 35 clusters Score -8.79567e+07 nChanged 5178
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 79379 members 
Mstep: Class 2 contains 2845 members 
Mstep: Class 3 contains 53386 members 
Mstep: Class 4 contains 42687 members 
Mstep: Class 5 contains 142661 members 
Mstep: Class 6 contains 30658 members 
Mstep: Class 7 contains 53926 members 
Mstep: Class 8 contains 3671 members 
Mstep: Class 9 contains 26051 members 
Mstep: Class 10 contains 11689 members 
Mstep: Class 11 contains 6678 members 
Mstep: Class 12 contains 19359 members 
Mstep: Class 13 contains 4655 members 
Mstep: Class 14 contains 4425 members 
Mstep: Class 15 contains 13478 members 
Mstep: Class 16 contains 28607 members 
Mstep: Class 17 contains 38082 members 
Mstep: Class 18 contains 25453 members 
Mstep: Class 19 contains 8123 members 
Mstep: Class 20 contains 5176 members 
Mstep: Class 21 contains 34818 members 
Mstep: Class 22 contains 6488 members 
Mstep: Class 23 contains 3807 members 
Mstep: Class 24 contains 6377 members 
Mstep: Class 25 contains 14834 members 
Mstep: Class 26 contains 3911 members 
Mstep: Class 27 contains 17139 members 
Mstep: Class 28 contains 16493 members 
Mstep: Class 29 contains 16766 members 
Mstep: Class 30 contains 16353 members 
Mstep: Class 31 contains 9384 members 
Mstep: Class 32 contains 127654 members 
Mstep: Class 33 contains 17283 members 
Mstep: Class 34 contains 7443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87959272.000000 Penalty: 69361.320312
Iteration 52Q: 35 clusters Score -8.795927e+07 nChanged 5765
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 81105 members 
Mstep: Class 2 contains 2842 members 
Mstep: Class 3 contains 53331 members 
Mstep: Class 4 contains 42889 members 
Mstep: Class 5 contains 142082 members 
Mstep: Class 6 contains 30811 members 
Mstep: Class 7 contains 53805 members 
Mstep: Class 8 contains 3670 members 
Mstep: Class 9 contains 24245 members 
Mstep: Class 10 contains 11634 members 
Mstep: Class 11 contains 6702 members 
Mstep: Class 12 contains 19348 members 
Mstep: Class 13 contains 4653 members 
Mstep: Class 14 contains 4442 members 
Mstep: Class 15 contains 13378 members 
Mstep: Class 16 contains 28868 members 
Mstep: Class 17 contains 38086 members 
Mstep: Class 18 contains 25447 members 
Mstep: Class 19 contains 8319 members 
Mstep: Class 20 contains 5186 members 
Mstep: Class 21 contains 35010 members 
Mstep: Class 22 contains 6614 members 
Mstep: Class 23 contains 3803 members 
Mstep: Class 24 contains 6371 members 
Mstep: Class 25 contains 14798 members 
Mstep: Class 26 contains 3896 members 
Mstep: Class 27 contains 17181 members 
Mstep: Class 28 contains 16456 members 
Mstep: Class 29 contains 16812 members 
Mstep: Class 30 contains 16354 members 
Mstep: Class 31 contains 9377 members 
Mstep: Class 32 contains 127338 members 
Mstep: Class 33 contains 17309 members 
Mstep: Class 34 contains 7577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87967480.000000 Penalty: 69361.320312
Iteration 53Q: 35 clusters Score -8.796748e+07 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 81719 members 
Mstep: Class 2 contains 2836 members 
Mstep: Class 3 contains 53282 members 
Mstep: Class 4 contains 43072 members 
Mstep: Class 5 contains 141574 members 
Mstep: Class 6 contains 30971 members 
Mstep: Class 7 contains 53814 members 
Mstep: Class 8 contains 3672 members 
Mstep: Class 9 contains 23724 members 
Mstep: Class 10 contains 11605 members 
Mstep: Class 11 contains 6727 members 
Mstep: Class 12 contains 19351 members 
Mstep: Class 13 contains 4649 members 
Mstep: Class 14 contains 4440 members 
Mstep: Class 15 contains 12866 members 
Mstep: Class 16 contains 29108 members 
Mstep: Class 17 contains 38080 members 
Mstep: Class 18 contains 25436 members 
Mstep: Class 19 contains 8598 members 
Mstep: Class 20 contains 5202 members 
Mstep: Class 21 contains 35244 members 
Mstep: Class 22 contains 6757 members 
Mstep: Class 23 contains 3805 members 
Mstep: Class 24 contains 6370 members 
Mstep: Class 25 contains 14783 members 
Mstep: Class 26 contains 3890 members 
Mstep: Class 27 contains 17233 members 
Mstep: Class 28 contains 16310 members 
Mstep: Class 29 contains 16855 members 
Mstep: Class 30 contains 16340 members 
Mstep: Class 31 contains 9380 members 
Mstep: Class 32 contains 127016 members 
Mstep: Class 33 contains 17330 members 
Mstep: Class 34 contains 7700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87974656.000000 Penalty: 69361.320312
Iteration 54Q: 35 clusters Score -8.797466e+07 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 80983 members 
Mstep: Class 2 contains 2834 members 
Mstep: Class 3 contains 53249 members 
Mstep: Class 4 contains 43242 members 
Mstep: Class 5 contains 141180 members 
Mstep: Class 6 contains 31120 members 
Mstep: Class 7 contains 53941 members 
Mstep: Class 8 contains 3674 members 
Mstep: Class 9 contains 24559 members 
Mstep: Class 10 contains 11570 members 
Mstep: Class 11 contains 6746 members 
Mstep: Class 12 contains 19379 members 
Mstep: Class 13 contains 4648 members 
Mstep: Class 14 contains 4449 members 
Mstep: Class 15 contains 12089 members 
Mstep: Class 16 contains 29330 members 
Mstep: Class 17 contains 38065 members 
Mstep: Class 18 contains 25443 members 
Mstep: Class 19 contains 8905 members 
Mstep: Class 20 contains 5211 members 
Mstep: Class 21 contains 35480 members 
Mstep: Class 22 contains 6903 members 
Mstep: Class 23 contains 3817 members 
Mstep: Class 24 contains 6368 members 
Mstep: Class 25 contains 14760 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 17265 members 
Mstep: Class 28 contains 16166 members 
Mstep: Class 29 contains 16890 members 
Mstep: Class 30 contains 16316 members 
Mstep: Class 31 contains 9385 members 
Mstep: Class 32 contains 126713 members 
Mstep: Class 33 contains 17350 members 
Mstep: Class 34 contains 7836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87975424.000000 Penalty: 69361.320312
Iteration 55Q: 35 clusters Score -8.797542e+07 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 80193 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 53228 members 
Mstep: Class 4 contains 43382 members 
Mstep: Class 5 contains 140820 members 
Mstep: Class 6 contains 31263 members 
Mstep: Class 7 contains 54072 members 
Mstep: Class 8 contains 3675 members 
Mstep: Class 9 contains 25231 members 
Mstep: Class 10 contains 11539 members 
Mstep: Class 11 contains 6762 members 
Mstep: Class 12 contains 19403 members 
Mstep: Class 13 contains 4646 members 
Mstep: Class 14 contains 4455 members 
Mstep: Class 15 contains 11500 members 
Mstep: Class 16 contains 29524 members 
Mstep: Class 17 contains 38031 members 
Mstep: Class 18 contains 25453 members 
Mstep: Class 19 contains 9203 members 
Mstep: Class 20 contains 5226 members 
Mstep: Class 21 contains 35761 members 
Mstep: Class 22 contains 7008 members 
Mstep: Class 23 contains 3832 members 
Mstep: Class 24 contains 6367 members 
Mstep: Class 25 contains 14735 members 
Mstep: Class 26 contains 3859 members 
Mstep: Class 27 contains 17307 members 
Mstep: Class 28 contains 16042 members 
Mstep: Class 29 contains 16922 members 
Mstep: Class 30 contains 16326 members 
Mstep: Class 31 contains 9388 members 
Mstep: Class 32 contains 126415 members 
Mstep: Class 33 contains 17371 members 
Mstep: Class 34 contains 7971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87976128.000000 Penalty: 69361.320312
Iteration 56Q: 35 clusters Score -8.797613e+07 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 79414 members 
Mstep: Class 2 contains 2825 members 
Mstep: Class 3 contains 53192 members 
Mstep: Class 4 contains 43491 members 
Mstep: Class 5 contains 140530 members 
Mstep: Class 6 contains 31384 members 
Mstep: Class 7 contains 54188 members 
Mstep: Class 8 contains 3674 members 
Mstep: Class 9 contains 25766 members 
Mstep: Class 10 contains 11521 members 
Mstep: Class 11 contains 6773 members 
Mstep: Class 12 contains 19426 members 
Mstep: Class 13 contains 4643 members 
Mstep: Class 14 contains 4461 members 
Mstep: Class 15 contains 11027 members 
Mstep: Class 16 contains 29722 members 
Mstep: Class 17 contains 37998 members 
Mstep: Class 18 contains 25454 members 
Mstep: Class 19 contains 9463 members 
Mstep: Class 20 contains 5230 members 
Mstep: Class 21 contains 36036 members 
Mstep: Class 22 contains 7094 members 
Mstep: Class 23 contains 3844 members 
Mstep: Class 24 contains 6365 members 
Mstep: Class 25 contains 14716 members 
Mstep: Class 26 contains 3855 members 
Mstep: Class 27 contains 17356 members 
Mstep: Class 28 contains 15984 members 
Mstep: Class 29 contains 16944 members 
Mstep: Class 30 contains 16330 members 
Mstep: Class 31 contains 9386 members 
Mstep: Class 32 contains 126161 members 
Mstep: Class 33 contains 17387 members 
Mstep: Class 34 contains 8099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87976792.000000 Penalty: 69361.320312
Iteration 57Q: 35 clusters Score -8.797679e+07 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 78658 members 
Mstep: Class 2 contains 2822 members 
Mstep: Class 3 contains 53145 members 
Mstep: Class 4 contains 43608 members 
Mstep: Class 5 contains 140323 members 
Mstep: Class 6 contains 31480 members 
Mstep: Class 7 contains 54308 members 
Mstep: Class 8 contains 3671 members 
Mstep: Class 9 contains 26139 members 
Mstep: Class 10 contains 11490 members 
Mstep: Class 11 contains 6790 members 
Mstep: Class 12 contains 19456 members 
Mstep: Class 13 contains 4640 members 
Mstep: Class 14 contains 4465 members 
Mstep: Class 15 contains 10695 members 
Mstep: Class 16 contains 29903 members 
Mstep: Class 17 contains 37974 members 
Mstep: Class 18 contains 25460 members 
Mstep: Class 19 contains 9704 members 
Mstep: Class 20 contains 5223 members 
Mstep: Class 21 contains 36298 members 
Mstep: Class 22 contains 7160 members 
Mstep: Class 23 contains 3848 members 
Mstep: Class 24 contains 6369 members 
Mstep: Class 25 contains 14712 members 
Mstep: Class 26 contains 3851 members 
Mstep: Class 27 contains 17388 members 
Mstep: Class 28 contains 15911 members 
Mstep: Class 29 contains 16967 members 
Mstep: Class 30 contains 16346 members 
Mstep: Class 31 contains 9384 members 
Mstep: Class 32 contains 125922 members 
Mstep: Class 33 contains 17410 members 
Mstep: Class 34 contains 8219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87977272.000000 Penalty: 69361.320312
Iteration 58Q: 35 clusters Score -8.797727e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 77929 members 
Mstep: Class 2 contains 2819 members 
Mstep: Class 3 contains 53096 members 
Mstep: Class 4 contains 43702 members 
Mstep: Class 5 contains 140156 members 
Mstep: Class 6 contains 31553 members 
Mstep: Class 7 contains 54445 members 
Mstep: Class 8 contains 3675 members 
Mstep: Class 9 contains 26401 members 
Mstep: Class 10 contains 11454 members 
Mstep: Class 11 contains 6796 members 
Mstep: Class 12 contains 19494 members 
Mstep: Class 13 contains 4638 members 
Mstep: Class 14 contains 4466 members 
Mstep: Class 15 contains 10462 members 
Mstep: Class 16 contains 30086 members 
Mstep: Class 17 contains 37970 members 
Mstep: Class 18 contains 25459 members 
Mstep: Class 19 contains 9925 members 
Mstep: Class 20 contains 5229 members 
Mstep: Class 21 contains 36562 members 
Mstep: Class 22 contains 7237 members 
Mstep: Class 23 contains 3856 members 
Mstep: Class 24 contains 6372 members 
Mstep: Class 25 contains 14713 members 
Mstep: Class 26 contains 3847 members 
Mstep: Class 27 contains 17420 members 
Mstep: Class 28 contains 15864 members 
Mstep: Class 29 contains 16975 members 
Mstep: Class 30 contains 16353 members 
Mstep: Class 31 contains 9388 members 
Mstep: Class 32 contains 125647 members 
Mstep: Class 33 contains 17429 members 
Mstep: Class 34 contains 8321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87977088.000000 Penalty: 69361.320312
Iteration 59Q: 35 clusters Score -8.797709e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 77216 members 
Mstep: Class 2 contains 2817 members 
Mstep: Class 3 contains 53064 members 
Mstep: Class 4 contains 43787 members 
Mstep: Class 5 contains 139980 members 
Mstep: Class 6 contains 31624 members 
Mstep: Class 7 contains 54578 members 
Mstep: Class 8 contains 3675 members 
Mstep: Class 9 contains 26618 members 
Mstep: Class 10 contains 11428 members 
Mstep: Class 11 contains 6801 members 
Mstep: Class 12 contains 19541 members 
Mstep: Class 13 contains 4638 members 
Mstep: Class 14 contains 4468 members 
Mstep: Class 15 contains 10260 members 
Mstep: Class 16 contains 30275 members 
Mstep: Class 17 contains 37954 members 
Mstep: Class 18 contains 25457 members 
Mstep: Class 19 contains 10135 members 
Mstep: Class 20 contains 5236 members 
Mstep: Class 21 contains 36820 members 
Mstep: Class 22 contains 7334 members 
Mstep: Class 23 contains 3848 members 
Mstep: Class 24 contains 6375 members 
Mstep: Class 25 contains 14716 members 
Mstep: Class 26 contains 3847 members 
Mstep: Class 27 contains 17452 members 
Mstep: Class 28 contains 15852 members 
Mstep: Class 29 contains 16988 members 
Mstep: Class 30 contains 16356 members 
Mstep: Class 31 contains 9391 members 
Mstep: Class 32 contains 125356 members 
Mstep: Class 33 contains 17446 members 
Mstep: Class 34 contains 8406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87977648.000000 Penalty: 69361.320312
Iteration 60F: 35 clusters Score -8.797765e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 76585 members 
Mstep: Class 2 contains 2815 members 
Mstep: Class 3 contains 53023 members 
Mstep: Class 4 contains 43877 members 
Mstep: Class 5 contains 139808 members 
Mstep: Class 6 contains 31714 members 
Mstep: Class 7 contains 54647 members 
Mstep: Class 8 contains 3673 members 
Mstep: Class 9 contains 26790 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 6816 members 
Mstep: Class 12 contains 19596 members 
Mstep: Class 13 contains 4637 members 
Mstep: Class 14 contains 4470 members 
Mstep: Class 15 contains 10101 members 
Mstep: Class 16 contains 30478 members 
Mstep: Class 17 contains 37920 members 
Mstep: Class 18 contains 25455 members 
Mstep: Class 19 contains 10333 members 
Mstep: Class 20 contains 5245 members 
Mstep: Class 21 contains 37079 members 
Mstep: Class 22 contains 7428 members 
Mstep: Class 23 contains 3869 members 
Mstep: Class 24 contains 6376 members 
Mstep: Class 25 contains 14716 members 
Mstep: Class 26 contains 3838 members 
Mstep: Class 27 contains 17478 members 
Mstep: Class 28 contains 15828 members 
Mstep: Class 29 contains 17009 members 
Mstep: Class 30 contains 16355 members 
Mstep: Class 31 contains 9394 members 
Mstep: Class 32 contains 125050 members 
Mstep: Class 33 contains 17456 members 
Mstep: Class 34 contains 8478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87978128.000000 Penalty: 69361.320312
Iteration 61Q: 35 clusters Score -8.797813e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 75952 members 
Mstep: Class 2 contains 2816 members 
Mstep: Class 3 contains 52989 members 
Mstep: Class 4 contains 43948 members 
Mstep: Class 5 contains 139615 members 
Mstep: Class 6 contains 31811 members 
Mstep: Class 7 contains 54711 members 
Mstep: Class 8 contains 3675 members 
Mstep: Class 9 contains 26914 members 
Mstep: Class 10 contains 11382 members 
Mstep: Class 11 contains 6824 members 
Mstep: Class 12 contains 19660 members 
Mstep: Class 13 contains 4637 members 
Mstep: Class 14 contains 4480 members 
Mstep: Class 15 contains 9964 members 
Mstep: Class 16 contains 30682 members 
Mstep: Class 17 contains 37884 members 
Mstep: Class 18 contains 25459 members 
Mstep: Class 19 contains 10512 members 
Mstep: Class 20 contains 5249 members 
Mstep: Class 21 contains 37322 members 
Mstep: Class 22 contains 7528 members 
Mstep: Class 23 contains 3914 members 
Mstep: Class 24 contains 6375 members 
Mstep: Class 25 contains 14717 members 
Mstep: Class 26 contains 3839 members 
Mstep: Class 27 contains 17495 members 
Mstep: Class 28 contains 15822 members 
Mstep: Class 29 contains 17028 members 
Mstep: Class 30 contains 16365 members 
Mstep: Class 31 contains 9396 members 
Mstep: Class 32 contains 124766 members 
Mstep: Class 33 contains 17467 members 
Mstep: Class 34 contains 8541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87978264.000000 Penalty: 69361.320312
Iteration 62Q: 35 clusters Score -8.797826e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 75328 members 
Mstep: Class 2 contains 2816 members 
Mstep: Class 3 contains 52954 members 
Mstep: Class 4 contains 44025 members 
Mstep: Class 5 contains 139450 members 
Mstep: Class 6 contains 31885 members 
Mstep: Class 7 contains 54774 members 
Mstep: Class 8 contains 3677 members 
Mstep: Class 9 contains 27017 members 
Mstep: Class 10 contains 11354 members 
Mstep: Class 11 contains 6833 members 
Mstep: Class 12 contains 19743 members 
Mstep: Class 13 contains 4638 members 
Mstep: Class 14 contains 4491 members 
Mstep: Class 15 contains 9848 members 
Mstep: Class 16 contains 30903 members 
Mstep: Class 17 contains 37837 members 
Mstep: Class 18 contains 25466 members 
Mstep: Class 19 contains 10679 members 
Mstep: Class 20 contains 5240 members 
Mstep: Class 21 contains 37565 members 
Mstep: Class 22 contains 7633 members 
Mstep: Class 23 contains 3962 members 
Mstep: Class 24 contains 6375 members 
Mstep: Class 25 contains 14717 members 
Mstep: Class 26 contains 3838 members 
Mstep: Class 27 contains 17522 members 
Mstep: Class 28 contains 15803 members 
Mstep: Class 29 contains 17050 members 
Mstep: Class 30 contains 16370 members 
Mstep: Class 31 contains 9398 members 
Mstep: Class 32 contains 124479 members 
Mstep: Class 33 contains 17475 members 
Mstep: Class 34 contains 8594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87978368.000000 Penalty: 69361.320312
Iteration 63Q: 35 clusters Score -8.797837e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 74724 members 
Mstep: Class 2 contains 2815 members 
Mstep: Class 3 contains 52917 members 
Mstep: Class 4 contains 44089 members 
Mstep: Class 5 contains 139312 members 
Mstep: Class 6 contains 31967 members 
Mstep: Class 7 contains 54861 members 
Mstep: Class 8 contains 3678 members 
Mstep: Class 9 contains 27102 members 
Mstep: Class 10 contains 11328 members 
Mstep: Class 11 contains 6846 members 
Mstep: Class 12 contains 19804 members 
Mstep: Class 13 contains 4639 members 
Mstep: Class 14 contains 4506 members 
Mstep: Class 15 contains 9747 members 
Mstep: Class 16 contains 31117 members 
Mstep: Class 17 contains 37776 members 
Mstep: Class 18 contains 25465 members 
Mstep: Class 19 contains 10848 members 
Mstep: Class 20 contains 5224 members 
Mstep: Class 21 contains 37800 members 
Mstep: Class 22 contains 7732 members 
Mstep: Class 23 contains 4001 members 
Mstep: Class 24 contains 6382 members 
Mstep: Class 25 contains 14715 members 
Mstep: Class 26 contains 3835 members 
Mstep: Class 27 contains 17545 members 
Mstep: Class 28 contains 15806 members 
Mstep: Class 29 contains 17074 members 
Mstep: Class 30 contains 16372 members 
Mstep: Class 31 contains 9396 members 
Mstep: Class 32 contains 124196 members 
Mstep: Class 33 contains 17483 members 
Mstep: Class 34 contains 8637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87978264.000000 Penalty: 69361.320312
Iteration 64Q: 35 clusters Score -8.797826e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 74210 members 
Mstep: Class 2 contains 2815 members 
Mstep: Class 3 contains 52906 members 
Mstep: Class 4 contains 44141 members 
Mstep: Class 5 contains 139146 members 
Mstep: Class 6 contains 32046 members 
Mstep: Class 7 contains 54926 members 
Mstep: Class 8 contains 3687 members 
Mstep: Class 9 contains 27164 members 
Mstep: Class 10 contains 11319 members 
Mstep: Class 11 contains 6857 members 
Mstep: Class 12 contains 19860 members 
Mstep: Class 13 contains 4638 members 
Mstep: Class 14 contains 4516 members 
Mstep: Class 15 contains 9663 members 
Mstep: Class 16 contains 31313 members 
Mstep: Class 17 contains 37724 members 
Mstep: Class 18 contains 25464 members 
Mstep: Class 19 contains 10999 members 
Mstep: Class 20 contains 5209 members 
Mstep: Class 21 contains 38048 members 
Mstep: Class 22 contains 7815 members 
Mstep: Class 23 contains 4041 members 
Mstep: Class 24 contains 6383 members 
Mstep: Class 25 contains 14712 members 
Mstep: Class 26 contains 3827 members 
Mstep: Class 27 contains 17564 members 
Mstep: Class 28 contains 15816 members 
Mstep: Class 29 contains 17086 members 
Mstep: Class 30 contains 16380 members 
Mstep: Class 31 contains 9396 members 
Mstep: Class 32 contains 123903 members 
Mstep: Class 33 contains 17491 members 
Mstep: Class 34 contains 8674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87978400.000000 Penalty: 69361.320312
Iteration 65Q: 35 clusters Score -8.79784e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 73717 members 
Mstep: Class 2 contains 2810 members 
Mstep: Class 3 contains 52874 members 
Mstep: Class 4 contains 44188 members 
Mstep: Class 5 contains 138997 members 
Mstep: Class 6 contains 32126 members 
Mstep: Class 7 contains 54980 members 
Mstep: Class 8 contains 3692 members 
Mstep: Class 9 contains 27209 members 
Mstep: Class 10 contains 11307 members 
Mstep: Class 11 contains 6872 members 
Mstep: Class 12 contains 19919 members 
Mstep: Class 13 contains 4637 members 
Mstep: Class 14 contains 4521 members 
Mstep: Class 15 contains 9603 members 
Mstep: Class 16 contains 31505 members 
Mstep: Class 17 contains 37681 members 
Mstep: Class 18 contains 25462 members 
Mstep: Class 19 contains 11157 members 
Mstep: Class 20 contains 5196 members 
Mstep: Class 21 contains 38280 members 
Mstep: Class 22 contains 7903 members 
Mstep: Class 23 contains 4081 members 
Mstep: Class 24 contains 6384 members 
Mstep: Class 25 contains 14704 members 
Mstep: Class 26 contains 3819 members 
Mstep: Class 27 contains 17585 members 
Mstep: Class 28 contains 15821 members 
Mstep: Class 29 contains 17107 members 
Mstep: Class 30 contains 16385 members 
Mstep: Class 31 contains 9396 members 
Mstep: Class 32 contains 123626 members 
Mstep: Class 33 contains 17500 members 
Mstep: Class 34 contains 8695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87978456.000000 Penalty: 69361.320312
Iteration 66Q: 35 clusters Score -8.797846e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 73217 members 
Mstep: Class 2 contains 2809 members 
Mstep: Class 3 contains 52862 members 
Mstep: Class 4 contains 44249 members 
Mstep: Class 5 contains 138849 members 
Mstep: Class 6 contains 32208 members 
Mstep: Class 7 contains 55049 members 
Mstep: Class 8 contains 3696 members 
Mstep: Class 9 contains 27245 members 
Mstep: Class 10 contains 11286 members 
Mstep: Class 11 contains 6886 members 
Mstep: Class 12 contains 19981 members 
Mstep: Class 13 contains 4638 members 
Mstep: Class 14 contains 4529 members 
Mstep: Class 15 contains 9557 members 
Mstep: Class 16 contains 31708 members 
Mstep: Class 17 contains 37631 members 
Mstep: Class 18 contains 25458 members 
Mstep: Class 19 contains 11303 members 
Mstep: Class 20 contains 5171 members 
Mstep: Class 21 contains 38500 members 
Mstep: Class 22 contains 7960 members 
Mstep: Class 23 contains 4118 members 
Mstep: Class 24 contains 6384 members 
Mstep: Class 25 contains 14699 members 
Mstep: Class 26 contains 3819 members 
Mstep: Class 27 contains 17598 members 
Mstep: Class 28 contains 15836 members 
Mstep: Class 29 contains 17132 members 
Mstep: Class 30 contains 16385 members 
Mstep: Class 31 contains 9393 members 
Mstep: Class 32 contains 123349 members 
Mstep: Class 33 contains 17506 members 
Mstep: Class 34 contains 8728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87978488.000000 Penalty: 69361.320312
Iteration 67Q: 35 clusters Score -8.797849e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 72759 members 
Mstep: Class 2 contains 2807 members 
Mstep: Class 3 contains 52824 members 
Mstep: Class 4 contains 44292 members 
Mstep: Class 5 contains 138755 members 
Mstep: Class 6 contains 32288 members 
Mstep: Class 7 contains 55090 members 
Mstep: Class 8 contains 3699 members 
Mstep: Class 9 contains 27277 members 
Mstep: Class 10 contains 11272 members 
Mstep: Class 11 contains 6890 members 
Mstep: Class 12 contains 20044 members 
Mstep: Class 13 contains 4638 members 
Mstep: Class 14 contains 4539 members 
Mstep: Class 15 contains 9528 members 
Mstep: Class 16 contains 31895 members 
Mstep: Class 17 contains 37575 members 
Mstep: Class 18 contains 25458 members 
Mstep: Class 19 contains 11460 members 
Mstep: Class 20 contains 5133 members 
Mstep: Class 21 contains 38701 members 
Mstep: Class 22 contains 8014 members 
Mstep: Class 23 contains 4174 members 
Mstep: Class 24 contains 6385 members 
Mstep: Class 25 contains 14692 members 
Mstep: Class 26 contains 3820 members 
Mstep: Class 27 contains 17613 members 
Mstep: Class 28 contains 15845 members 
Mstep: Class 29 contains 17148 members 
Mstep: Class 30 contains 16384 members 
Mstep: Class 31 contains 9391 members 
Mstep: Class 32 contains 123085 members 
Mstep: Class 33 contains 17510 members 
Mstep: Class 34 contains 8754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87978768.000000 Penalty: 69361.320312
Iteration 68Q: 35 clusters Score -8.797877e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 72262 members 
Mstep: Class 2 contains 2804 members 
Mstep: Class 3 contains 52786 members 
Mstep: Class 4 contains 44340 members 
Mstep: Class 5 contains 138639 members 
Mstep: Class 6 contains 32357 members 
Mstep: Class 7 contains 55122 members 
Mstep: Class 8 contains 3706 members 
Mstep: Class 9 contains 27302 members 
Mstep: Class 10 contains 11259 members 
Mstep: Class 11 contains 6900 members 
Mstep: Class 12 contains 20119 members 
Mstep: Class 13 contains 4638 members 
Mstep: Class 14 contains 4550 members 
Mstep: Class 15 contains 9508 members 
Mstep: Class 16 contains 32097 members 
Mstep: Class 17 contains 37539 members 
Mstep: Class 18 contains 25459 members 
Mstep: Class 19 contains 11623 members 
Mstep: Class 20 contains 5084 members 
Mstep: Class 21 contains 38920 members 
Mstep: Class 22 contains 8058 members 
Mstep: Class 23 contains 4230 members 
Mstep: Class 24 contains 6385 members 
Mstep: Class 25 contains 14684 members 
Mstep: Class 26 contains 3818 members 
Mstep: Class 27 contains 17630 members 
Mstep: Class 28 contains 15851 members 
Mstep: Class 29 contains 17171 members 
Mstep: Class 30 contains 16385 members 
Mstep: Class 31 contains 9389 members 
Mstep: Class 32 contains 122828 members 
Mstep: Class 33 contains 17518 members 
Mstep: Class 34 contains 8778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87978752.000000 Penalty: 69361.320312
Iteration 69Q: 35 clusters Score -8.797875e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 71753 members 
Mstep: Class 2 contains 2809 members 
Mstep: Class 3 contains 52759 members 
Mstep: Class 4 contains 44408 members 
Mstep: Class 5 contains 138448 members 
Mstep: Class 6 contains 32427 members 
Mstep: Class 7 contains 55170 members 
Mstep: Class 8 contains 3712 members 
Mstep: Class 9 contains 27320 members 
Mstep: Class 10 contains 11258 members 
Mstep: Class 11 contains 6909 members 
Mstep: Class 12 contains 20201 members 
Mstep: Class 13 contains 4638 members 
Mstep: Class 14 contains 4549 members 
Mstep: Class 15 contains 9503 members 
Mstep: Class 16 contains 32303 members 
Mstep: Class 17 contains 37503 members 
Mstep: Class 18 contains 25458 members 
Mstep: Class 19 contains 11799 members 
Mstep: Class 20 contains 5036 members 
Mstep: Class 21 contains 39149 members 
Mstep: Class 22 contains 8108 members 
Mstep: Class 23 contains 4299 members 
Mstep: Class 24 contains 6385 members 
Mstep: Class 25 contains 14686 members 
Mstep: Class 26 contains 3810 members 
Mstep: Class 27 contains 17657 members 
Mstep: Class 28 contains 15845 members 
Mstep: Class 29 contains 17187 members 
Mstep: Class 30 contains 16383 members 
Mstep: Class 31 contains 9389 members 
Mstep: Class 32 contains 122549 members 
Mstep: Class 33 contains 17533 members 
Mstep: Class 34 contains 8796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87978920.000000 Penalty: 69361.320312
Iteration 70Q: 35 clusters Score -8.797892e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 71250 members 
Mstep: Class 2 contains 2812 members 
Mstep: Class 3 contains 52736 members 
Mstep: Class 4 contains 44471 members 
Mstep: Class 5 contains 138243 members 
Mstep: Class 6 contains 32488 members 
Mstep: Class 7 contains 55247 members 
Mstep: Class 8 contains 3719 members 
Mstep: Class 9 contains 27336 members 
Mstep: Class 10 contains 11251 members 
Mstep: Class 11 contains 6921 members 
Mstep: Class 12 contains 20296 members 
Mstep: Class 13 contains 4639 members 
Mstep: Class 14 contains 4549 members 
Mstep: Class 15 contains 9492 members 
Mstep: Class 16 contains 32525 members 
Mstep: Class 17 contains 37464 members 
Mstep: Class 18 contains 25458 members 
Mstep: Class 19 contains 11952 members 
Mstep: Class 20 contains 4999 members 
Mstep: Class 21 contains 39390 members 
Mstep: Class 22 contains 8151 members 
Mstep: Class 23 contains 4356 members 
Mstep: Class 24 contains 6385 members 
Mstep: Class 25 contains 14682 members 
Mstep: Class 26 contains 3795 members 
Mstep: Class 27 contains 17686 members 
Mstep: Class 28 contains 15845 members 
Mstep: Class 29 contains 17210 members 
Mstep: Class 30 contains 16382 members 
Mstep: Class 31 contains 9389 members 
Mstep: Class 32 contains 122273 members 
Mstep: Class 33 contains 17541 members 
Mstep: Class 34 contains 8806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87979168.000000 Penalty: 69361.320312
Iteration 71Q: 35 clusters Score -8.797917e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 70706 members 
Mstep: Class 2 contains 2808 members 
Mstep: Class 3 contains 52705 members 
Mstep: Class 4 contains 44525 members 
Mstep: Class 5 contains 138068 members 
Mstep: Class 6 contains 32544 members 
Mstep: Class 7 contains 55360 members 
Mstep: Class 8 contains 3733 members 
Mstep: Class 9 contains 27347 members 
Mstep: Class 10 contains 11245 members 
Mstep: Class 11 contains 6932 members 
Mstep: Class 12 contains 20385 members 
Mstep: Class 13 contains 4639 members 
Mstep: Class 14 contains 4551 members 
Mstep: Class 15 contains 9484 members 
Mstep: Class 16 contains 32734 members 
Mstep: Class 17 contains 37428 members 
Mstep: Class 18 contains 25449 members 
Mstep: Class 19 contains 12121 members 
Mstep: Class 20 contains 4995 members 
Mstep: Class 21 contains 39614 members 
Mstep: Class 22 contains 8194 members 
Mstep: Class 23 contains 4393 members 
Mstep: Class 24 contains 6385 members 
Mstep: Class 25 contains 14678 members 
Mstep: Class 26 contains 3780 members 
Mstep: Class 27 contains 17701 members 
Mstep: Class 28 contains 15857 members 
Mstep: Class 29 contains 17227 members 
Mstep: Class 30 contains 16380 members 
Mstep: Class 31 contains 9392 members 
Mstep: Class 32 contains 122012 members 
Mstep: Class 33 contains 17545 members 
Mstep: Class 34 contains 8822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87979352.000000 Penalty: 69361.320312
Iteration 72Q: 35 clusters Score -8.797935e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 70166 members 
Mstep: Class 2 contains 2803 members 
Mstep: Class 3 contains 52691 members 
Mstep: Class 4 contains 44603 members 
Mstep: Class 5 contains 137822 members 
Mstep: Class 6 contains 32604 members 
Mstep: Class 7 contains 55477 members 
Mstep: Class 8 contains 3746 members 
Mstep: Class 9 contains 27355 members 
Mstep: Class 10 contains 11239 members 
Mstep: Class 11 contains 6940 members 
Mstep: Class 12 contains 20502 members 
Mstep: Class 13 contains 4638 members 
Mstep: Class 14 contains 4553 members 
Mstep: Class 15 contains 9479 members 
Mstep: Class 16 contains 32953 members 
Mstep: Class 17 contains 37392 members 
Mstep: Class 18 contains 25445 members 
Mstep: Class 19 contains 12281 members 
Mstep: Class 20 contains 4997 members 
Mstep: Class 21 contains 39857 members 
Mstep: Class 22 contains 8237 members 
Mstep: Class 23 contains 4413 members 
Mstep: Class 24 contains 6386 members 
Mstep: Class 25 contains 14675 members 
Mstep: Class 26 contains 3762 members 
Mstep: Class 27 contains 17715 members 
Mstep: Class 28 contains 15859 members 
Mstep: Class 29 contains 17239 members 
Mstep: Class 30 contains 16379 members 
Mstep: Class 31 contains 9392 members 
Mstep: Class 32 contains 121750 members 
Mstep: Class 33 contains 17556 members 
Mstep: Class 34 contains 8833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87979632.000000 Penalty: 69361.320312
Iteration 73Q: 35 clusters Score -8.797963e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 69608 members 
Mstep: Class 2 contains 2806 members 
Mstep: Class 3 contains 52665 members 
Mstep: Class 4 contains 44691 members 
Mstep: Class 5 contains 137562 members 
Mstep: Class 6 contains 32640 members 
Mstep: Class 7 contains 55588 members 
Mstep: Class 8 contains 3764 members 
Mstep: Class 9 contains 27360 members 
Mstep: Class 10 contains 11234 members 
Mstep: Class 11 contains 6949 members 
Mstep: Class 12 contains 20623 members 
Mstep: Class 13 contains 4637 members 
Mstep: Class 14 contains 4554 members 
Mstep: Class 15 contains 9468 members 
Mstep: Class 16 contains 33210 members 
Mstep: Class 17 contains 37360 members 
Mstep: Class 18 contains 25443 members 
Mstep: Class 19 contains 12450 members 
Mstep: Class 20 contains 4986 members 
Mstep: Class 21 contains 40088 members 
Mstep: Class 22 contains 8288 members 
Mstep: Class 23 contains 4428 members 
Mstep: Class 24 contains 6388 members 
Mstep: Class 25 contains 14668 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 17728 members 
Mstep: Class 28 contains 15871 members 
Mstep: Class 29 contains 17251 members 
Mstep: Class 30 contains 16380 members 
Mstep: Class 31 contains 9393 members 
Mstep: Class 32 contains 121508 members 
Mstep: Class 33 contains 17564 members 
Mstep: Class 34 contains 8834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87979632.000000 Penalty: 69361.320312
Iteration 74Q: 35 clusters Score -8.797963e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 69004 members 
Mstep: Class 2 contains 2806 members 
Mstep: Class 3 contains 52634 members 
Mstep: Class 4 contains 44765 members 
Mstep: Class 5 contains 137313 members 
Mstep: Class 6 contains 32682 members 
Mstep: Class 7 contains 55732 members 
Mstep: Class 8 contains 3776 members 
Mstep: Class 9 contains 27366 members 
Mstep: Class 10 contains 11223 members 
Mstep: Class 11 contains 6953 members 
Mstep: Class 12 contains 20734 members 
Mstep: Class 13 contains 4637 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 9458 members 
Mstep: Class 16 contains 33473 members 
Mstep: Class 17 contains 37328 members 
Mstep: Class 18 contains 25442 members 
Mstep: Class 19 contains 12627 members 
Mstep: Class 20 contains 4995 members 
Mstep: Class 21 contains 40331 members 
Mstep: Class 22 contains 8333 members 
Mstep: Class 23 contains 4433 members 
Mstep: Class 24 contains 6390 members 
Mstep: Class 25 contains 14666 members 
Mstep: Class 26 contains 3747 members 
Mstep: Class 27 contains 17751 members 
Mstep: Class 28 contains 15895 members 
Mstep: Class 29 contains 17266 members 
Mstep: Class 30 contains 16380 members 
Mstep: Class 31 contains 9392 members 
Mstep: Class 32 contains 121236 members 
Mstep: Class 33 contains 17572 members 
Mstep: Class 34 contains 8843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87979560.000000 Penalty: 69361.320312
Iteration 75Q: 35 clusters Score -8.797956e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 68421 members 
Mstep: Class 2 contains 2808 members 
Mstep: Class 3 contains 52614 members 
Mstep: Class 4 contains 44855 members 
Mstep: Class 5 contains 137047 members 
Mstep: Class 6 contains 32719 members 
Mstep: Class 7 contains 55814 members 
Mstep: Class 8 contains 3777 members 
Mstep: Class 9 contains 27370 members 
Mstep: Class 10 contains 11201 members 
Mstep: Class 11 contains 6957 members 
Mstep: Class 12 contains 20863 members 
Mstep: Class 13 contains 4637 members 
Mstep: Class 14 contains 4561 members 
Mstep: Class 15 contains 9442 members 
Mstep: Class 16 contains 33755 members 
Mstep: Class 17 contains 37293 members 
Mstep: Class 18 contains 25444 members 
Mstep: Class 19 contains 12792 members 
Mstep: Class 20 contains 4995 members 
Mstep: Class 21 contains 40600 members 
Mstep: Class 22 contains 8377 members 
Mstep: Class 23 contains 4456 members 
Mstep: Class 24 contains 6391 members 
Mstep: Class 25 contains 14666 members 
Mstep: Class 26 contains 3743 members 
Mstep: Class 27 contains 17784 members 
Mstep: Class 28 contains 15941 members 
Mstep: Class 29 contains 17282 members 
Mstep: Class 30 contains 16380 members 
Mstep: Class 31 contains 9391 members 
Mstep: Class 32 contains 120927 members 
Mstep: Class 33 contains 17581 members 
Mstep: Class 34 contains 8855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87979536.000000 Penalty: 69361.320312
Iteration 76Q: 35 clusters Score -8.797954e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 67847 members 
Mstep: Class 2 contains 2815 members 
Mstep: Class 3 contains 52584 members 
Mstep: Class 4 contains 44944 members 
Mstep: Class 5 contains 136747 members 
Mstep: Class 6 contains 32768 members 
Mstep: Class 7 contains 55905 members 
Mstep: Class 8 contains 3782 members 
Mstep: Class 9 contains 27378 members 
Mstep: Class 10 contains 11178 members 
Mstep: Class 11 contains 6967 members 
Mstep: Class 12 contains 21000 members 
Mstep: Class 13 contains 4637 members 
Mstep: Class 14 contains 4568 members 
Mstep: Class 15 contains 9430 members 
Mstep: Class 16 contains 34056 members 
Mstep: Class 17 contains 37265 members 
Mstep: Class 18 contains 25446 members 
Mstep: Class 19 contains 12970 members 
Mstep: Class 20 contains 4995 members 
Mstep: Class 21 contains 40851 members 
Mstep: Class 22 contains 8433 members 
Mstep: Class 23 contains 4455 members 
Mstep: Class 24 contains 6391 members 
Mstep: Class 25 contains 14665 members 
Mstep: Class 26 contains 3735 members 
Mstep: Class 27 contains 17806 members 
Mstep: Class 28 contains 15956 members 
Mstep: Class 29 contains 17310 members 
Mstep: Class 30 contains 16380 members 
Mstep: Class 31 contains 9388 members 
Mstep: Class 32 contains 120638 members 
Mstep: Class 33 contains 17587 members 
Mstep: Class 34 contains 8862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87979672.000000 Penalty: 69361.320312
Iteration 77Q: 35 clusters Score -8.797967e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 67283 members 
Mstep: Class 2 contains 2813 members 
Mstep: Class 3 contains 52535 members 
Mstep: Class 4 contains 45047 members 
Mstep: Class 5 contains 136427 members 
Mstep: Class 6 contains 32819 members 
Mstep: Class 7 contains 55973 members 
Mstep: Class 8 contains 3784 members 
Mstep: Class 9 contains 27383 members 
Mstep: Class 10 contains 11146 members 
Mstep: Class 11 contains 6974 members 
Mstep: Class 12 contains 21148 members 
Mstep: Class 13 contains 4636 members 
Mstep: Class 14 contains 4572 members 
Mstep: Class 15 contains 9424 members 
Mstep: Class 16 contains 34364 members 
Mstep: Class 17 contains 37232 members 
Mstep: Class 18 contains 25446 members 
Mstep: Class 19 contains 13159 members 
Mstep: Class 20 contains 4994 members 
Mstep: Class 21 contains 41134 members 
Mstep: Class 22 contains 8480 members 
Mstep: Class 23 contains 4459 members 
Mstep: Class 24 contains 6390 members 
Mstep: Class 25 contains 14670 members 
Mstep: Class 26 contains 3733 members 
Mstep: Class 27 contains 17837 members 
Mstep: Class 28 contains 15976 members 
Mstep: Class 29 contains 17336 members 
Mstep: Class 30 contains 16380 members 
Mstep: Class 31 contains 9388 members 
Mstep: Class 32 contains 120336 members 
Mstep: Class 33 contains 17591 members 
Mstep: Class 34 contains 8870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87980040.000000 Penalty: 69361.320312
Iteration 78Q: 35 clusters Score -8.798004e+07 nChanged 2481
Entering ConstructFrom: 
Score: -87980040.000000 Penalty: 69361.320312
Entering ConstructFrom: 
Trying to split cluster 1 (66722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66722 members 
Entering Unmasked Estep 
Score: -6796419.500000 Penalty: 1652.913574
	Iteration 0F: 2 clusters Score -6796420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33304 members 
Mstep: Class 2 contains 33418 members 
Entering Unmasked Estep 
Score: -6752722.500000 Penalty: 3305.827148
	Iteration 0F: 3 clusters Score -6752722 nChanged 31185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32681 members 
Mstep: Class 2 contains 34041 members 
Entering Unmasked Estep 
Score: -6770940.000000 Penalty: 3305.827148
	Iteration 1F: 3 clusters Score -6770940 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31923 members 
Mstep: Class 2 contains 34799 members 
Entering Unmasked Estep 
Score: -6772923.500000 Penalty: 3305.827148
	Iteration 2F: 3 clusters Score -6772924 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30566 members 
Mstep: Class 2 contains 36156 members 
Entering Unmasked Estep 
Score: -6776191.500000 Penalty: 3305.827148
	Iteration 3F: 3 clusters Score -6776192 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28595 members 
Mstep: Class 2 contains 38127 members 
Entering Unmasked Estep 
Score: -6781200.000000 Penalty: 3305.827148
	Iteration 4F: 3 clusters Score -6781200 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 40215 members 
Entering Unmasked Estep 
Score: -6787569.500000 Penalty: 3305.827148
	Iteration 5F: 3 clusters Score -6787570 nChanged 5739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 41646 members 
Entering Unmasked Estep 
Score: -6793507.500000 Penalty: 3305.827148
	Iteration 6F: 3 clusters Score -6793508 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24701 members 
Mstep: Class 2 contains 42021 members 
Entering Unmasked Estep 
Score: -6796814.000000 Penalty: 3305.827148
	Iteration 7F: 3 clusters Score -6796814 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24845 members 
Mstep: Class 2 contains 41877 members 
Entering Unmasked Estep 
Score: -6798252.500000 Penalty: 3305.827148
	Iteration 8Q: 3 clusters Score -6798252 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25223 members 
Mstep: Class 2 contains 41499 members 
Entering Unmasked Estep 
Score: -6798861.500000 Penalty: 3305.827148
	Iteration 9Q: 3 clusters Score -6798862 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 40987 members 
Entering Unmasked Estep 
Score: -6799255.500000 Penalty: 3305.827148
	Iteration 10Q: 3 clusters Score -6799256 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 40367 members 
Entering Unmasked Estep 
Score: -6799624.000000 Penalty: 3305.827148
	Iteration 11Q: 3 clusters Score -6799624 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27036 members 
Mstep: Class 2 contains 39686 members 
Entering Unmasked Estep 
Score: -6799982.500000 Penalty: 3305.827148
	Iteration 12Q: 3 clusters Score -6799982 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27755 members 
Mstep: Class 2 contains 38967 members 
Entering Unmasked Estep 
Score: -6800363.000000 Penalty: 3305.827148
	Iteration 13Q: 3 clusters Score -6800363 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28494 members 
Mstep: Class 2 contains 38228 members 
Entering Unmasked Estep 
Score: -6800637.000000 Penalty: 3305.827148
	Iteration 14Q: 3 clusters Score -6800637 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29250 members 
Mstep: Class 2 contains 37472 members 
Entering Unmasked Estep 
Score: -6800903.000000 Penalty: 3305.827148
	Iteration 15Q: 3 clusters Score -6800903 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30030 members 
Mstep: Class 2 contains 36692 members 
Entering Unmasked Estep 
Score: -6801181.000000 Penalty: 3305.827148
	Iteration 16Q: 3 clusters Score -6801181 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30801 members 
Mstep: Class 2 contains 35921 members 
Entering Unmasked Estep 
Score: -6801449.500000 Penalty: 3305.827148
	Iteration 17Q: 3 clusters Score -6801450 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31486 members 
Mstep: Class 2 contains 35236 members 
Entering Unmasked Estep 
Score: -6801618.000000 Penalty: 3305.827148
	Iteration 18Q: 3 clusters Score -6801618 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32165 members 
Mstep: Class 2 contains 34557 members 
Entering Unmasked Estep 
Score: -6801847.000000 Penalty: 3305.827148
	Iteration 19Q: 3 clusters Score -6801847 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32815 members 
Mstep: Class 2 contains 33907 members 
Entering Unmasked Estep 
Score: -6802010.000000 Penalty: 3305.827148
	Iteration 20F: 3 clusters Score -6802010 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33435 members 
Mstep: Class 2 contains 33287 members 
Entering Unmasked Estep 
Score: -6802164.500000 Penalty: 3305.827148
	Iteration 21Q: 3 clusters Score -6802164 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34030 members 
Mstep: Class 2 contains 32692 members 
Entering Unmasked Estep 
Score: -6802303.000000 Penalty: 3305.827148
	Iteration 22Q: 3 clusters Score -6802303 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34609 members 
Mstep: Class 2 contains 32113 members 
Entering Unmasked Estep 
Score: -6802455.000000 Penalty: 3305.827148
	Iteration 23Q: 3 clusters Score -6802455 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35194 members 
Mstep: Class 2 contains 31528 members 
Entering Unmasked Estep 
Score: -6802601.500000 Penalty: 3305.827148
	Iteration 24Q: 3 clusters Score -6802602 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35748 members 
Mstep: Class 2 contains 30974 members 
Entering Unmasked Estep 
Score: -6802755.000000 Penalty: 3305.827148
	Iteration 25Q: 3 clusters Score -6802755 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36287 members 
Mstep: Class 2 contains 30435 members 
Entering Unmasked Estep 
Score: -6802842.500000 Penalty: 3305.827148
	Iteration 26Q: 3 clusters Score -6802842 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36832 members 
Mstep: Class 2 contains 29890 members 
Entering Unmasked Estep 
Score: -6802933.500000 Penalty: 3305.827148
	Iteration 27Q: 3 clusters Score -6802934 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37330 members 
Mstep: Class 2 contains 29392 members 
Entering Unmasked Estep 
Score: -6803042.500000 Penalty: 3305.827148
	Iteration 28Q: 3 clusters Score -6803042 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37790 members 
Mstep: Class 2 contains 28932 members 
Entering Unmasked Estep 
Score: -6803145.500000 Penalty: 3305.827148
	Iteration 29Q: 3 clusters Score -6803146 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38215 members 
Mstep: Class 2 contains 28507 members 
Entering Unmasked Estep 
Score: -6803205.000000 Penalty: 3305.827148
	Iteration 30Q: 3 clusters Score -6803205 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38612 members 
Mstep: Class 2 contains 28110 members 
Entering Unmasked Estep 
Score: -6803267.000000 Penalty: 3305.827148
	Iteration 31Q: 3 clusters Score -6803267 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38976 members 
Mstep: Class 2 contains 27746 members 
Entering Unmasked Estep 
Score: -6803298.500000 Penalty: 3305.827148
	Iteration 32Q: 3 clusters Score -6803298 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39300 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
Score: -6803334.500000 Penalty: 3305.827148
	Iteration 33Q: 3 clusters Score -6803334 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39613 members 
Mstep: Class 2 contains 27109 members 
Entering Unmasked Estep 
Score: -6803385.000000 Penalty: 3305.827148
	Iteration 34Q: 3 clusters Score -6803385 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39901 members 
Mstep: Class 2 contains 26821 members 
Entering Unmasked Estep 
Score: -6803400.000000 Penalty: 3305.827148
	Iteration 35Q: 3 clusters Score -6803400 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40179 members 
Mstep: Class 2 contains 26543 members 
Entering Unmasked Estep 
Score: -6803445.500000 Penalty: 3305.827148
	Iteration 36Q: 3 clusters Score -6803446 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40437 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
Score: -6803464.000000 Penalty: 3305.827148
	Iteration 37Q: 3 clusters Score -6803464 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40670 members 
Mstep: Class 2 contains 26052 members 
Entering Unmasked Estep 
Score: -6803517.500000 Penalty: 3305.827148
	Iteration 38Q: 3 clusters Score -6803518 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40894 members 
Mstep: Class 2 contains 25828 members 
Entering Unmasked Estep 
Score: -6803546.500000 Penalty: 3305.827148
	Iteration 39Q: 3 clusters Score -6803546 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41106 members 
Mstep: Class 2 contains 25616 members 
Entering Unmasked Estep 
Score: -6803563.000000 Penalty: 3305.827148
	Iteration 40F: 3 clusters Score -6803563 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41310 members 
Mstep: Class 2 contains 25412 members 
Entering Unmasked Estep 
Score: -6803575.500000 Penalty: 3305.827148
	Iteration 41Q: 3 clusters Score -6803576 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41503 members 
Mstep: Class 2 contains 25219 members 
Entering Unmasked Estep 
Score: -6803598.000000 Penalty: 3305.827148
	Iteration 42Q: 3 clusters Score -6803598 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41681 members 
Mstep: Class 2 contains 25041 members 
Entering Unmasked Estep 
Score: -6803594.000000 Penalty: 3305.827148
	Iteration 43Q: 3 clusters Score -6803594 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41851 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -6803622.000000 Penalty: 3305.827148
	Iteration 44Q: 3 clusters Score -6803622 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42001 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -6803642.500000 Penalty: 3305.827148
	Iteration 45Q: 3 clusters Score -6803642 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42124 members 
Mstep: Class 2 contains 24598 members 
Entering Unmasked Estep 
Score: -6803637.500000 Penalty: 3305.827148
	Iteration 46Q: 3 clusters Score -6803638 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42245 members 
Mstep: Class 2 contains 24477 members 
Entering Unmasked Estep 
Score: -6803655.000000 Penalty: 3305.827148
	Iteration 47Q: 3 clusters Score -6803655 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42372 members 
Mstep: Class 2 contains 24350 members 
Entering Unmasked Estep 
Score: -6803665.500000 Penalty: 3305.827148
	Iteration 48Q: 3 clusters Score -6803666 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42483 members 
Mstep: Class 2 contains 24239 members 
Entering Unmasked Estep 
Score: -6803668.000000 Penalty: 3305.827148
	Iteration 49Q: 3 clusters Score -6803668 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42570 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -6803683.500000 Penalty: 3305.827148
	Iteration 50Q: 3 clusters Score -6803684 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42656 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -6803699.500000 Penalty: 3305.827148
	Iteration 51Q: 3 clusters Score -6803700 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42733 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -6803714.500000 Penalty: 3305.827148
	Iteration 52Q: 3 clusters Score -6803714 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42808 members 
Mstep: Class 2 contains 23914 members 
Entering Unmasked Estep 
Score: -6803715.500000 Penalty: 3305.827148
	Iteration 53Q: 3 clusters Score -6803716 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42877 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -6803739.000000 Penalty: 3305.827148
	Iteration 54Q: 3 clusters Score -6803739 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42942 members 
Mstep: Class 2 contains 23780 members 
Entering Unmasked Estep 
Score: -6803738.000000 Penalty: 3305.827148
	Iteration 55Q: 3 clusters Score -6803738 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42991 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -6803731.000000 Penalty: 3305.827148
	Iteration 56Q: 3 clusters Score -6803731 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43034 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -6803741.000000 Penalty: 3305.827148
	Iteration 57Q: 3 clusters Score -6803741 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43086 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -6803727.000000 Penalty: 3305.827148
	Iteration 58Q: 3 clusters Score -6803727 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43133 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -6803739.500000 Penalty: 3305.827148
	Iteration 59Q: 3 clusters Score -6803740 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43184 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -6803735.500000 Penalty: 3305.827148
	Iteration 60F: 3 clusters Score -6803736 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43215 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
Score: -6803739.000000 Penalty: 3305.827148
	Iteration 61Q: 3 clusters Score -6803739 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43238 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -6803731.000000 Penalty: 3305.827148
	Iteration 62Q: 3 clusters Score -6803731 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43261 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
Score: -6803734.500000 Penalty: 3305.827148
	Iteration 63Q: 3 clusters Score -6803734 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43286 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -6803736.500000 Penalty: 3305.827148
	Iteration 64Q: 3 clusters Score -6803736 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43313 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -6803742.500000 Penalty: 3305.827148
	Iteration 65Q: 3 clusters Score -6803742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43331 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -6803739.000000 Penalty: 3305.827148
	Iteration 66Q: 3 clusters Score -6803739 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43349 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -6803735.000000 Penalty: 3305.827148
	Iteration 67Q: 3 clusters Score -6803735 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43372 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -6803732.500000 Penalty: 3305.827148
	Iteration 68Q: 3 clusters Score -6803732 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43389 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -6803730.500000 Penalty: 3305.827148
	Iteration 69Q: 3 clusters Score -6803730 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43405 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -6803740.000000 Penalty: 3305.827148
	Iteration 70Q: 3 clusters Score -6803740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43423 members 
Mstep: Class 2 contains 23299 members 
Entering Unmasked Estep 
Score: -6803742.000000 Penalty: 3305.827148
	Iteration 71Q: 3 clusters Score -6803742 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43444 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -6803732.000000 Penalty: 3305.827148
	Iteration 72Q: 3 clusters Score -6803732 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43465 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -6803735.000000 Penalty: 3305.827148
	Iteration 73Q: 3 clusters Score -6803735 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43487 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -6803739.000000 Penalty: 3305.827148
	Iteration 74Q: 3 clusters Score -6803739 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43506 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
Score: -6803734.500000 Penalty: 3305.827148
	Iteration 75Q: 3 clusters Score -6803734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43518 members 
Mstep: Class 2 contains 23204 members 
Entering Unmasked Estep 
Score: -6803743.000000 Penalty: 3305.827148
	Iteration 76Q: 3 clusters Score -6803743 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43532 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -6803735.000000 Penalty: 3305.827148
	Iteration 77Q: 3 clusters Score -6803735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43538 members 
Mstep: Class 2 contains 23184 members 
Entering Unmasked Estep 
Score: -6803736.500000 Penalty: 3305.827148
	Iteration 78Q: 3 clusters Score -6803736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43548 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -6803740.500000 Penalty: 3305.827148
	Iteration 79Q: 3 clusters Score -6803740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43555 members 
Mstep: Class 2 contains 23167 members 
Entering Unmasked Estep 
Score: -6803741.000000 Penalty: 3305.827148
	Iteration 80F: 3 clusters Score -6803741 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43562 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -6803740.000000 Penalty: 3305.827148
	Iteration 81Q: 3 clusters Score -6803740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43571 members 
Mstep: Class 2 contains 23151 members 
Entering Unmasked Estep 
Score: -6803741.000000 Penalty: 3305.827148
	Iteration 82Q: 3 clusters Score -6803741 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43586 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -6803748.500000 Penalty: 3305.827148
	Iteration 83Q: 3 clusters Score -6803748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43595 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -6803752.000000 Penalty: 3305.827148
	Iteration 84Q: 3 clusters Score -6803752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43600 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -6803750.000000 Penalty: 3305.827148
	Iteration 85Q: 3 clusters Score -6803750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43602 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -6803749.500000 Penalty: 3305.827148
	Iteration 86Q: 3 clusters Score -6803750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43603 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -6803749.000000 Penalty: 3305.827148
	Iteration 87Q: 3 clusters Score -6803749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43604 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -6803747.500000 Penalty: 3305.827148
	Iteration 88Q: 3 clusters Score -6803748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43605 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -6803750.000000 Penalty: 3305.827148
	Iteration 89Q: 3 clusters Score -6803750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43607 members 
Mstep: Class 2 contains 23115 members 
Entering Unmasked Estep 
Score: -6803747.500000 Penalty: 3305.827148
	Iteration 90Q: 3 clusters Score -6803748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43608 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -6803743.500000 Penalty: 3305.827148
	Iteration 91Q: 3 clusters Score -6803744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43612 members 
Mstep: Class 2 contains 23110 members 
Entering Unmasked Estep 
Score: -6803749.000000 Penalty: 3305.827148
	Iteration 92Q: 3 clusters Score -6803749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43618 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -6803746.000000 Penalty: 3305.827148
	Iteration 93Q: 3 clusters Score -6803746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43623 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -6803740.500000 Penalty: 3305.827148
	Iteration 94Q: 3 clusters Score -6803740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43629 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -6803741.500000 Penalty: 3305.827148
	Iteration 95Q: 3 clusters Score -6803742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43634 members 
Mstep: Class 2 contains 23088 members 
Entering Unmasked Estep 
Score: -6803743.500000 Penalty: 3305.827148
	Iteration 96Q: 3 clusters Score -6803744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43637 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -6803748.000000 Penalty: 3305.827148
	Iteration 97Q: 3 clusters Score -6803748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43640 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -6803748.000000 Penalty: 3305.827148
	Iteration 98Q: 3 clusters Score -6803748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43643 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -6803740.000000 Penalty: 3305.827148
	Iteration 99Q: 3 clusters Score -6803740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43651 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -6803736.500000 Penalty: 3305.827148
	Iteration 100F: 3 clusters Score -6803736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43655 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -6803747.500000 Penalty: 3305.827148
	Iteration 101Q: 3 clusters Score -6803748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43659 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -6803739.000000 Penalty: 3305.827148
	Iteration 102Q: 3 clusters Score -6803739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43665 members 
Mstep: Class 2 contains 23057 members 
Entering Unmasked Estep 
Score: -6803745.500000 Penalty: 3305.827148
	Iteration 103Q: 3 clusters Score -6803746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43669 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -6803737.500000 Penalty: 3305.827148
	Iteration 104Q: 3 clusters Score -6803738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43675 members 
Mstep: Class 2 contains 23047 members 
Entering Unmasked Estep 
Score: -6803740.500000 Penalty: 3305.827148
	Iteration 105Q: 3 clusters Score -6803740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43681 members 
Mstep: Class 2 contains 23041 members 
Entering Unmasked Estep 
Score: -6803748.000000 Penalty: 3305.827148
	Iteration 106Q: 3 clusters Score -6803748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43687 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -6803745.500000 Penalty: 3305.827148
	Iteration 107Q: 3 clusters Score -6803746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43690 members 
Mstep: Class 2 contains 23032 members 
Entering Unmasked Estep 
Score: -6803748.000000 Penalty: 3305.827148
	Iteration 108Q: 3 clusters Score -6803748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43695 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
Score: -6803755.500000 Penalty: 3305.827148
	Iteration 109Q: 3 clusters Score -6803756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43699 members 
Mstep: Class 2 contains 23023 members 
Entering Unmasked Estep 
Score: -6803756.000000 Penalty: 3305.827148
	Iteration 110Q: 3 clusters Score -6803756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43708 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -6803751.500000 Penalty: 3305.827148
	Iteration 111Q: 3 clusters Score -6803752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43714 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -6803742.000000 Penalty: 3305.827148
	Iteration 112Q: 3 clusters Score -6803742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43725 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -6803749.500000 Penalty: 3305.827148
	Iteration 113Q: 3 clusters Score -6803750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43734 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -6803745.000000 Penalty: 3305.827148
	Iteration 114Q: 3 clusters Score -6803745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43740 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -6803751.500000 Penalty: 3305.827148
	Iteration 115Q: 3 clusters Score -6803752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43748 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -6803755.500000 Penalty: 3305.827148
	Iteration 116Q: 3 clusters Score -6803756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43755 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
Score: -6803756.500000 Penalty: 3305.827148
	Iteration 117Q: 3 clusters Score -6803756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43761 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -6803751.000000 Penalty: 3305.827148
	Iteration 118Q: 3 clusters Score -6803751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43763 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -6803754.500000 Penalty: 3305.827148
	Iteration 119Q: 3 clusters Score -6803754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43764 members 
Mstep: Class 2 contains 22958 members 
Entering Unmasked Estep 
Score: -6803760.000000 Penalty: 3305.827148
	Iteration 120F: 3 clusters Score -6803760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 43764 members 
Mstep: Class 2 contains 2811 members 
Mstep: Class 3 contains 52504 members 
Mstep: Class 4 contains 45169 members 
Mstep: Class 5 contains 136061 members 
Mstep: Class 6 contains 32859 members 
Mstep: Class 7 contains 56008 members 
Mstep: Class 8 contains 3784 members 
Mstep: Class 9 contains 27385 members 
Mstep: Class 10 contains 11128 members 
Mstep: Class 11 contains 6981 members 
Mstep: Class 12 contains 21312 members 
Mstep: Class 13 contains 4636 members 
Mstep: Class 14 contains 4569 members 
Mstep: Class 15 contains 9416 members 
Mstep: Class 16 contains 34661 members 
Mstep: Class 17 contains 37207 members 
Mstep: Class 18 contains 25443 members 
Mstep: Class 19 contains 13341 members 
Mstep: Class 20 contains 4996 members 
Mstep: Class 21 contains 41399 members 
Mstep: Class 22 contains 8527 members 
Mstep: Class 23 contains 4485 members 
Mstep: Class 24 contains 6391 members 
Mstep: Class 25 contains 14676 members 
Mstep: Class 26 contains 3728 members 
Mstep: Class 27 contains 17876 members 
Mstep: Class 28 contains 16006 members 
Mstep: Class 29 contains 17358 members 
Mstep: Class 30 contains 16380 members 
Mstep: Class 31 contains 9390 members 
Mstep: Class 32 contains 120056 members 
Mstep: Class 33 contains 17597 members 
Mstep: Class 34 contains 8877 members 
Mstep: Class 35 contains 22958 members 
Entering Unmasked Estep 
Score: -87986472.000000 Penalty: 71401.359375
Splitting cluster 1 changes total score from -87980040.000000 to -87986472.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 2 (2811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Entering Unmasked Estep 
Score: -245446.796875 Penalty: 1181.664795
	Iteration 0F: 2 clusters Score -245446.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -243153.000000 Penalty: 2363.329590
	Iteration 0F: 3 clusters Score -243153 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -243965.531250 Penalty: 2363.329590
	Iteration 1F: 3 clusters Score -243965.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -244399.500000 Penalty: 2363.329590
	Iteration 2F: 3 clusters Score -244399.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -244761.437500 Penalty: 2363.329590
	Iteration 3F: 3 clusters Score -244761.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -245011.062500 Penalty: 2363.329590
	Iteration 4F: 3 clusters Score -245011.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -245285.500000 Penalty: 2363.329590
	Iteration 5F: 3 clusters Score -245285.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -245532.187500 Penalty: 2363.329590
	Iteration 6F: 3 clusters Score -245532.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -245736.000000 Penalty: 2363.329590
	Iteration 7F: 3 clusters Score -245736 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -245859.546875 Penalty: 2363.329590
	Iteration 8Q: 3 clusters Score -245859.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -245937.437500 Penalty: 2363.329590
	Iteration 9Q: 3 clusters Score -245937.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -246006.937500 Penalty: 2363.329590
	Iteration 10Q: 3 clusters Score -246006.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -246063.718750 Penalty: 2363.329590
	Iteration 11Q: 3 clusters Score -246063.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -246105.375000 Penalty: 2363.329590
	Iteration 12Q: 3 clusters Score -246105.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -246137.031250 Penalty: 2363.329590
	Iteration 13Q: 3 clusters Score -246137 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -246163.265625 Penalty: 2363.329590
	Iteration 14Q: 3 clusters Score -246163.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -246179.578125 Penalty: 2363.329590
	Iteration 15Q: 3 clusters Score -246179.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -246190.687500 Penalty: 2363.329590
	Iteration 16Q: 3 clusters Score -246190.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -246196.812500 Penalty: 2363.329590
	Iteration 17Q: 3 clusters Score -246196.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -246198.593750 Penalty: 2363.329590
	Iteration 18Q: 3 clusters Score -246198.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -246199.968750 Penalty: 2363.329590
	Iteration 19Q: 3 clusters Score -246200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -246201.531250 Penalty: 2363.329590
	Iteration 20F: 3 clusters Score -246201.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -246203.578125 Penalty: 2363.329590
	Iteration 21Q: 3 clusters Score -246203.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -246203.578125 Penalty: 2363.329590
	Iteration 22F: 3 clusters Score -246203.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 43764 members 
Mstep: Class 2 contains 789 members 
Mstep: Class 3 contains 52504 members 
Mstep: Class 4 contains 45169 members 
Mstep: Class 5 contains 136061 members 
Mstep: Class 6 contains 32859 members 
Mstep: Class 7 contains 56008 members 
Mstep: Class 8 contains 3784 members 
Mstep: Class 9 contains 27385 members 
Mstep: Class 10 contains 11128 members 
Mstep: Class 11 contains 6981 members 
Mstep: Class 12 contains 21312 members 
Mstep: Class 13 contains 4636 members 
Mstep: Class 14 contains 4569 members 
Mstep: Class 15 contains 9416 members 
Mstep: Class 16 contains 34661 members 
Mstep: Class 17 contains 37207 members 
Mstep: Class 18 contains 25443 members 
Mstep: Class 19 contains 13341 members 
Mstep: Class 20 contains 4996 members 
Mstep: Class 21 contains 41399 members 
Mstep: Class 22 contains 8527 members 
Mstep: Class 23 contains 4485 members 
Mstep: Class 24 contains 6391 members 
Mstep: Class 25 contains 14676 members 
Mstep: Class 26 contains 3728 members 
Mstep: Class 27 contains 17876 members 
Mstep: Class 28 contains 16006 members 
Mstep: Class 29 contains 17358 members 
Mstep: Class 30 contains 16380 members 
Mstep: Class 31 contains 9390 members 
Mstep: Class 32 contains 120056 members 
Mstep: Class 33 contains 17597 members 
Mstep: Class 34 contains 8877 members 
Mstep: Class 35 contains 22958 members 
Mstep: Class 36 contains 2022 members 
Entering Unmasked Estep 
Score: -87986368.000000 Penalty: 73441.398438
Splitting cluster 2 changes total score from -87980040.000000 to -87986368.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 3 (52504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52504 members 
Entering Unmasked Estep 
Score: -5230175.000000 Penalty: 1617.254395
	Iteration 0F: 2 clusters Score -5230175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -5195986.500000 Penalty: 3234.508789
	Iteration 0F: 3 clusters Score -5195986 nChanged 24221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26552 members 
Mstep: Class 2 contains 25952 members 
Entering Unmasked Estep 
Score: -5209598.000000 Penalty: 3234.508789
	Iteration 1F: 3 clusters Score -5209598 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26607 members 
Mstep: Class 2 contains 25897 members 
Entering Unmasked Estep 
Score: -5210367.500000 Penalty: 3234.508789
	Iteration 2Q: 3 clusters Score -5210368 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
Score: -5211098.500000 Penalty: 3234.508789
	Iteration 3Q: 3 clusters Score -5211098 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26586 members 
Mstep: Class 2 contains 25918 members 
Entering Unmasked Estep 
Score: -5211872.000000 Penalty: 3234.508789
	Iteration 4Q: 3 clusters Score -5211872 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 25994 members 
Entering Unmasked Estep 
Score: -5212792.500000 Penalty: 3234.508789
	Iteration 5Q: 3 clusters Score -5212792 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26470 members 
Mstep: Class 2 contains 26034 members 
Entering Unmasked Estep 
Score: -5213918.500000 Penalty: 3234.508789
	Iteration 6Q: 3 clusters Score -5213918 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26478 members 
Mstep: Class 2 contains 26026 members 
Entering Unmasked Estep 
Score: -5215232.000000 Penalty: 3234.508789
	Iteration 7Q: 3 clusters Score -5215232 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 25977 members 
Entering Unmasked Estep 
Score: -5216620.000000 Penalty: 3234.508789
	Iteration 8F: 3 clusters Score -5216620 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26665 members 
Mstep: Class 2 contains 25839 members 
Entering Unmasked Estep 
Score: -5217881.500000 Penalty: 3234.508789
	Iteration 9Q: 3 clusters Score -5217882 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 25598 members 
Entering Unmasked Estep 
Score: -5219012.500000 Penalty: 3234.508789
	Iteration 10Q: 3 clusters Score -5219012 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 25171 members 
Entering Unmasked Estep 
Score: -5220004.500000 Penalty: 3234.508789
	Iteration 11Q: 3 clusters Score -5220004 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27876 members 
Mstep: Class 2 contains 24628 members 
Entering Unmasked Estep 
Score: -5220825.500000 Penalty: 3234.508789
	Iteration 12Q: 3 clusters Score -5220826 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28472 members 
Mstep: Class 2 contains 24032 members 
Entering Unmasked Estep 
Score: -5221571.500000 Penalty: 3234.508789
	Iteration 13Q: 3 clusters Score -5221572 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29037 members 
Mstep: Class 2 contains 23467 members 
Entering Unmasked Estep 
Score: -5222169.500000 Penalty: 3234.508789
	Iteration 14Q: 3 clusters Score -5222170 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -5222777.000000 Penalty: 3234.508789
	Iteration 15Q: 3 clusters Score -5222777 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30013 members 
Mstep: Class 2 contains 22491 members 
Entering Unmasked Estep 
Score: -5223257.000000 Penalty: 3234.508789
	Iteration 16Q: 3 clusters Score -5223257 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30401 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
Score: -5223708.500000 Penalty: 3234.508789
	Iteration 17Q: 3 clusters Score -5223708 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30693 members 
Mstep: Class 2 contains 21811 members 
Entering Unmasked Estep 
Score: -5224026.500000 Penalty: 3234.508789
	Iteration 18Q: 3 clusters Score -5224026 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30915 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -5224354.000000 Penalty: 3234.508789
	Iteration 19Q: 3 clusters Score -5224354 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31131 members 
Mstep: Class 2 contains 21373 members 
Entering Unmasked Estep 
Score: -5224650.000000 Penalty: 3234.508789
	Iteration 20F: 3 clusters Score -5224650 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31322 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -5224911.500000 Penalty: 3234.508789
	Iteration 21Q: 3 clusters Score -5224912 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31453 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -5225169.000000 Penalty: 3234.508789
	Iteration 22Q: 3 clusters Score -5225169 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31526 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -5225450.000000 Penalty: 3234.508789
	Iteration 23Q: 3 clusters Score -5225450 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31600 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -5225727.500000 Penalty: 3234.508789
	Iteration 24Q: 3 clusters Score -5225728 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31689 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -5226008.500000 Penalty: 3234.508789
	Iteration 25Q: 3 clusters Score -5226008 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31740 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -5226331.000000 Penalty: 3234.508789
	Iteration 26Q: 3 clusters Score -5226331 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31862 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -5226624.500000 Penalty: 3234.508789
	Iteration 27Q: 3 clusters Score -5226624 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -5226925.000000 Penalty: 3234.508789
	Iteration 28Q: 3 clusters Score -5226925 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32098 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -5227214.500000 Penalty: 3234.508789
	Iteration 29Q: 3 clusters Score -5227214 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32236 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -5227512.500000 Penalty: 3234.508789
	Iteration 30Q: 3 clusters Score -5227512 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32353 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -5227819.000000 Penalty: 3234.508789
	Iteration 31Q: 3 clusters Score -5227819 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32432 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -5228007.500000 Penalty: 3234.508789
	Iteration 32Q: 3 clusters Score -5228008 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32520 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -5228190.500000 Penalty: 3234.508789
	Iteration 33Q: 3 clusters Score -5228190 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32609 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -5228309.500000 Penalty: 3234.508789
	Iteration 34Q: 3 clusters Score -5228310 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32708 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -5228403.500000 Penalty: 3234.508789
	Iteration 35Q: 3 clusters Score -5228404 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32815 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -5228453.500000 Penalty: 3234.508789
	Iteration 36Q: 3 clusters Score -5228454 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32940 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -5228493.000000 Penalty: 3234.508789
	Iteration 37Q: 3 clusters Score -5228493 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33066 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -5228521.500000 Penalty: 3234.508789
	Iteration 38Q: 3 clusters Score -5228522 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33200 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -5228571.500000 Penalty: 3234.508789
	Iteration 39Q: 3 clusters Score -5228572 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33311 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -5228645.000000 Penalty: 3234.508789
	Iteration 40F: 3 clusters Score -5228645 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33374 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -5228673.500000 Penalty: 3234.508789
	Iteration 41Q: 3 clusters Score -5228674 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33447 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -5228688.000000 Penalty: 3234.508789
	Iteration 42Q: 3 clusters Score -5228688 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33511 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -5228706.000000 Penalty: 3234.508789
	Iteration 43Q: 3 clusters Score -5228706 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33561 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -5228712.500000 Penalty: 3234.508789
	Iteration 44Q: 3 clusters Score -5228712 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33594 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -5228720.000000 Penalty: 3234.508789
	Iteration 45Q: 3 clusters Score -5228720 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33629 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -5228752.000000 Penalty: 3234.508789
	Iteration 46Q: 3 clusters Score -5228752 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33664 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -5228739.000000 Penalty: 3234.508789
	Iteration 47Q: 3 clusters Score -5228739 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33704 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -5228725.000000 Penalty: 3234.508789
	Iteration 48Q: 3 clusters Score -5228725 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33738 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -5228724.000000 Penalty: 3234.508789
	Iteration 49Q: 3 clusters Score -5228724 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33768 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -5228752.500000 Penalty: 3234.508789
	Iteration 50Q: 3 clusters Score -5228752 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33802 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -5228748.000000 Penalty: 3234.508789
	Iteration 51Q: 3 clusters Score -5228748 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33838 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -5228752.000000 Penalty: 3234.508789
	Iteration 52Q: 3 clusters Score -5228752 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33872 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -5228748.500000 Penalty: 3234.508789
	Iteration 53Q: 3 clusters Score -5228748 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33897 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -5228750.500000 Penalty: 3234.508789
	Iteration 54Q: 3 clusters Score -5228750 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33917 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -5228748.000000 Penalty: 3234.508789
	Iteration 55Q: 3 clusters Score -5228748 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33939 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -5228756.000000 Penalty: 3234.508789
	Iteration 56Q: 3 clusters Score -5228756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33957 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -5228762.500000 Penalty: 3234.508789
	Iteration 57Q: 3 clusters Score -5228762 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33971 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -5228761.500000 Penalty: 3234.508789
	Iteration 58Q: 3 clusters Score -5228762 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33984 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -5228759.500000 Penalty: 3234.508789
	Iteration 59Q: 3 clusters Score -5228760 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34001 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -5228759.000000 Penalty: 3234.508789
	Iteration 60F: 3 clusters Score -5228759 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34011 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -5228756.500000 Penalty: 3234.508789
	Iteration 61Q: 3 clusters Score -5228756 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34020 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -5228751.000000 Penalty: 3234.508789
	Iteration 62Q: 3 clusters Score -5228751 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34028 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -5228757.500000 Penalty: 3234.508789
	Iteration 63Q: 3 clusters Score -5228758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34037 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -5228750.500000 Penalty: 3234.508789
	Iteration 64Q: 3 clusters Score -5228750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34044 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -5228757.500000 Penalty: 3234.508789
	Iteration 65Q: 3 clusters Score -5228758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34046 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -5228754.500000 Penalty: 3234.508789
	Iteration 66Q: 3 clusters Score -5228754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34048 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -5228759.500000 Penalty: 3234.508789
	Iteration 67Q: 3 clusters Score -5228760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34048 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -5228759.500000 Penalty: 3234.508789
	Iteration 68F: 3 clusters Score -5228760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (45169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45169 members 
Entering Unmasked Estep 
Score: -4620537.000000 Penalty: 1594.863159
	Iteration 0F: 2 clusters Score -4620537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 22601 members 
Entering Unmasked Estep 
Score: -4591098.500000 Penalty: 3189.726318
	Iteration 0F: 3 clusters Score -4591098 nChanged 20745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -4602962.000000 Penalty: 3189.726318
	Iteration 1F: 3 clusters Score -4602962 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 21994 members 
Entering Unmasked Estep 
Score: -4604027.500000 Penalty: 3189.726318
	Iteration 2F: 3 clusters Score -4604028 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -4605231.500000 Penalty: 3189.726318
	Iteration 3F: 3 clusters Score -4605232 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -4606667.500000 Penalty: 3189.726318
	Iteration 4F: 3 clusters Score -4606668 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 20882 members 
Entering Unmasked Estep 
Score: -4608421.500000 Penalty: 3189.726318
	Iteration 5F: 3 clusters Score -4608422 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24283 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -4610222.500000 Penalty: 3189.726318
	Iteration 6F: 3 clusters Score -4610222 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -4611981.500000 Penalty: 3189.726318
	Iteration 7F: 3 clusters Score -4611982 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -4613875.500000 Penalty: 3189.726318
	Iteration 8F: 3 clusters Score -4613876 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -4616055.000000 Penalty: 3189.726318
	Iteration 9F: 3 clusters Score -4616055 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 25608 members 
Entering Unmasked Estep 
Score: -4618518.500000 Penalty: 3189.726318
	Iteration 10F: 3 clusters Score -4618518 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
Score: -4620754.000000 Penalty: 3189.726318
	Iteration 11F: 3 clusters Score -4620754 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 28986 members 
Entering Unmasked Estep 
Score: -4622385.000000 Penalty: 3189.726318
	Iteration 12F: 3 clusters Score -4622385 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 30256 members 
Entering Unmasked Estep 
Score: -4623643.000000 Penalty: 3189.726318
	Iteration 13Q: 3 clusters Score -4623643 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 31278 members 
Entering Unmasked Estep 
Score: -4624444.000000 Penalty: 3189.726318
	Iteration 14Q: 3 clusters Score -4624444 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 32085 members 
Entering Unmasked Estep 
Score: -4624932.500000 Penalty: 3189.726318
	Iteration 15Q: 3 clusters Score -4624932 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 32694 members 
Entering Unmasked Estep 
Score: -4625219.000000 Penalty: 3189.726318
	Iteration 16Q: 3 clusters Score -4625219 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 33238 members 
Entering Unmasked Estep 
Score: -4625400.500000 Penalty: 3189.726318
	Iteration 17Q: 3 clusters Score -4625400 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 33674 members 
Entering Unmasked Estep 
Score: -4625542.000000 Penalty: 3189.726318
	Iteration 18Q: 3 clusters Score -4625542 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 34048 members 
Entering Unmasked Estep 
Score: -4625633.000000 Penalty: 3189.726318
	Iteration 19Q: 3 clusters Score -4625633 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 34382 members 
Entering Unmasked Estep 
Score: -4625717.500000 Penalty: 3189.726318
	Iteration 20F: 3 clusters Score -4625718 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 34684 members 
Entering Unmasked Estep 
Score: -4625768.500000 Penalty: 3189.726318
	Iteration 21Q: 3 clusters Score -4625768 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 34931 members 
Entering Unmasked Estep 
Score: -4625793.500000 Penalty: 3189.726318
	Iteration 22Q: 3 clusters Score -4625794 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 35140 members 
Entering Unmasked Estep 
Score: -4625833.500000 Penalty: 3189.726318
	Iteration 23Q: 3 clusters Score -4625834 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 35306 members 
Entering Unmasked Estep 
Score: -4625857.500000 Penalty: 3189.726318
	Iteration 24Q: 3 clusters Score -4625858 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 35441 members 
Entering Unmasked Estep 
Score: -4625878.500000 Penalty: 3189.726318
	Iteration 25Q: 3 clusters Score -4625878 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 35553 members 
Entering Unmasked Estep 
Score: -4625886.500000 Penalty: 3189.726318
	Iteration 26Q: 3 clusters Score -4625886 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 35654 members 
Entering Unmasked Estep 
Score: -4625891.500000 Penalty: 3189.726318
	Iteration 27Q: 3 clusters Score -4625892 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 35754 members 
Entering Unmasked Estep 
Score: -4625897.000000 Penalty: 3189.726318
	Iteration 28Q: 3 clusters Score -4625897 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 35845 members 
Entering Unmasked Estep 
Score: -4625911.500000 Penalty: 3189.726318
	Iteration 29Q: 3 clusters Score -4625912 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 35921 members 
Entering Unmasked Estep 
Score: -4625919.500000 Penalty: 3189.726318
	Iteration 30Q: 3 clusters Score -4625920 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 35972 members 
Entering Unmasked Estep 
Score: -4625926.500000 Penalty: 3189.726318
	Iteration 31Q: 3 clusters Score -4625926 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 36016 members 
Entering Unmasked Estep 
Score: -4625917.000000 Penalty: 3189.726318
	Iteration 32Q: 3 clusters Score -4625917 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 36052 members 
Entering Unmasked Estep 
Score: -4625923.000000 Penalty: 3189.726318
	Iteration 33Q: 3 clusters Score -4625923 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 36084 members 
Entering Unmasked Estep 
Score: -4625918.500000 Penalty: 3189.726318
	Iteration 34Q: 3 clusters Score -4625918 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 36108 members 
Entering Unmasked Estep 
Score: -4625930.500000 Penalty: 3189.726318
	Iteration 35Q: 3 clusters Score -4625930 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 36129 members 
Entering Unmasked Estep 
Score: -4625930.000000 Penalty: 3189.726318
	Iteration 36Q: 3 clusters Score -4625930 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 36151 members 
Entering Unmasked Estep 
Score: -4625920.500000 Penalty: 3189.726318
	Iteration 37Q: 3 clusters Score -4625920 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 36175 members 
Entering Unmasked Estep 
Score: -4625915.500000 Penalty: 3189.726318
	Iteration 38Q: 3 clusters Score -4625916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 36190 members 
Entering Unmasked Estep 
Score: -4625919.000000 Penalty: 3189.726318
	Iteration 39Q: 3 clusters Score -4625919 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 36211 members 
Entering Unmasked Estep 
Score: -4625917.500000 Penalty: 3189.726318
	Iteration 40F: 3 clusters Score -4625918 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 36232 members 
Entering Unmasked Estep 
Score: -4625923.000000 Penalty: 3189.726318
	Iteration 41Q: 3 clusters Score -4625923 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 36251 members 
Entering Unmasked Estep 
Score: -4625922.000000 Penalty: 3189.726318
	Iteration 42Q: 3 clusters Score -4625922 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 36272 members 
Entering Unmasked Estep 
Score: -4625924.000000 Penalty: 3189.726318
	Iteration 43Q: 3 clusters Score -4625924 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 36290 members 
Entering Unmasked Estep 
Score: -4625923.000000 Penalty: 3189.726318
	Iteration 44Q: 3 clusters Score -4625923 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 36304 members 
Entering Unmasked Estep 
Score: -4625921.000000 Penalty: 3189.726318
	Iteration 45Q: 3 clusters Score -4625921 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 36315 members 
Entering Unmasked Estep 
Score: -4625922.500000 Penalty: 3189.726318
	Iteration 46Q: 3 clusters Score -4625922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 36329 members 
Entering Unmasked Estep 
Score: -4625926.500000 Penalty: 3189.726318
	Iteration 47Q: 3 clusters Score -4625926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 36342 members 
Entering Unmasked Estep 
Score: -4625933.500000 Penalty: 3189.726318
	Iteration 48Q: 3 clusters Score -4625934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 36356 members 
Entering Unmasked Estep 
Score: -4625938.000000 Penalty: 3189.726318
	Iteration 49Q: 3 clusters Score -4625938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 36366 members 
Entering Unmasked Estep 
Score: -4625931.500000 Penalty: 3189.726318
	Iteration 50Q: 3 clusters Score -4625932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 36377 members 
Entering Unmasked Estep 
Score: -4625933.000000 Penalty: 3189.726318
	Iteration 51Q: 3 clusters Score -4625933 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 36388 members 
Entering Unmasked Estep 
Score: -4625929.500000 Penalty: 3189.726318
	Iteration 52Q: 3 clusters Score -4625930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 36398 members 
Entering Unmasked Estep 
Score: -4625928.000000 Penalty: 3189.726318
	Iteration 53Q: 3 clusters Score -4625928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 36405 members 
Entering Unmasked Estep 
Score: -4625933.000000 Penalty: 3189.726318
	Iteration 54Q: 3 clusters Score -4625933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 36409 members 
Entering Unmasked Estep 
Score: -4625924.000000 Penalty: 3189.726318
	Iteration 55Q: 3 clusters Score -4625924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 36411 members 
Entering Unmasked Estep 
Score: -4625926.000000 Penalty: 3189.726318
	Iteration 56Q: 3 clusters Score -4625926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 36415 members 
Entering Unmasked Estep 
Score: -4625924.500000 Penalty: 3189.726318
	Iteration 57Q: 3 clusters Score -4625924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 36417 members 
Entering Unmasked Estep 
Score: -4625927.000000 Penalty: 3189.726318
	Iteration 58Q: 3 clusters Score -4625927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 36419 members 
Entering Unmasked Estep 
Score: -4625923.500000 Penalty: 3189.726318
	Iteration 59Q: 3 clusters Score -4625924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 36422 members 
Entering Unmasked Estep 
Score: -4625919.500000 Penalty: 3189.726318
	Iteration 60F: 3 clusters Score -4625920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 36427 members 
Entering Unmasked Estep 
Score: -4625919.500000 Penalty: 3189.726318
	Iteration 61Q: 3 clusters Score -4625920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 36434 members 
Entering Unmasked Estep 
Score: -4625913.500000 Penalty: 3189.726318
	Iteration 62Q: 3 clusters Score -4625914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 36438 members 
Entering Unmasked Estep 
Score: -4625917.000000 Penalty: 3189.726318
	Iteration 63Q: 3 clusters Score -4625917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 36442 members 
Entering Unmasked Estep 
Score: -4625914.000000 Penalty: 3189.726318
	Iteration 64Q: 3 clusters Score -4625914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 36446 members 
Entering Unmasked Estep 
Score: -4625912.000000 Penalty: 3189.726318
	Iteration 65Q: 3 clusters Score -4625912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 36448 members 
Entering Unmasked Estep 
Score: -4625914.500000 Penalty: 3189.726318
	Iteration 66Q: 3 clusters Score -4625914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 36448 members 
Entering Unmasked Estep 
Score: -4625914.500000 Penalty: 3189.726318
	Iteration 67F: 3 clusters Score -4625914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 43764 members 
Mstep: Class 2 contains 789 members 
Mstep: Class 3 contains 52504 members 
Mstep: Class 4 contains 8721 members 
Mstep: Class 5 contains 136061 members 
Mstep: Class 6 contains 32859 members 
Mstep: Class 7 contains 56008 members 
Mstep: Class 8 contains 3784 members 
Mstep: Class 9 contains 27385 members 
Mstep: Class 10 contains 11128 members 
Mstep: Class 11 contains 6981 members 
Mstep: Class 12 contains 21312 members 
Mstep: Class 13 contains 4636 members 
Mstep: Class 14 contains 4569 members 
Mstep: Class 15 contains 9416 members 
Mstep: Class 16 contains 34661 members 
Mstep: Class 17 contains 37207 members 
Mstep: Class 18 contains 25443 members 
Mstep: Class 19 contains 13341 members 
Mstep: Class 20 contains 4996 members 
Mstep: Class 21 contains 41399 members 
Mstep: Class 22 contains 8527 members 
Mstep: Class 23 contains 4485 members 
Mstep: Class 24 contains 6391 members 
Mstep: Class 25 contains 14676 members 
Mstep: Class 26 contains 3728 members 
Mstep: Class 27 contains 17876 members 
Mstep: Class 28 contains 16006 members 
Mstep: Class 29 contains 17358 members 
Mstep: Class 30 contains 16380 members 
Mstep: Class 31 contains 9390 members 
Mstep: Class 32 contains 120056 members 
Mstep: Class 33 contains 17597 members 
Mstep: Class 34 contains 8877 members 
Mstep: Class 35 contains 22958 members 
Mstep: Class 36 contains 2022 members 
Mstep: Class 37 contains 36448 members 
Entering Unmasked Estep 
Score: -87991336.000000 Penalty: 75481.437500
Splitting cluster 4 changes total score from -87980040.000000 to -87991336.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 5 (136061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136061 members 
Entering Unmasked Estep 
Score: -13654040.000000 Penalty: 1758.943848
	Iteration 0F: 2 clusters Score -1.365404e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68120 members 
Mstep: Class 2 contains 67941 members 
Entering Unmasked Estep 
Score: -13564420.000000 Penalty: 3517.887695
	Iteration 0F: 3 clusters Score -1.356442e+07 nChanged 64727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70489 members 
Mstep: Class 2 contains 65572 members 
Entering Unmasked Estep 
Score: -13602384.000000 Penalty: 3517.887695
	Iteration 1F: 3 clusters Score -1.360238e+07 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71986 members 
Mstep: Class 2 contains 64075 members 
Entering Unmasked Estep 
Score: -13604246.000000 Penalty: 3517.887695
	Iteration 2Q: 3 clusters Score -1.360425e+07 nChanged 6178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74080 members 
Mstep: Class 2 contains 61981 members 
Entering Unmasked Estep 
Score: -13607072.000000 Penalty: 3517.887695
	Iteration 3Q: 3 clusters Score -1.360707e+07 nChanged 7310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76894 members 
Mstep: Class 2 contains 59167 members 
Entering Unmasked Estep 
Score: -13611055.000000 Penalty: 3517.887695
	Iteration 4F: 3 clusters Score -1.361106e+07 nChanged 8224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80286 members 
Mstep: Class 2 contains 55775 members 
Entering Unmasked Estep 
Score: -13616201.000000 Penalty: 3517.887695
	Iteration 5F: 3 clusters Score -1.36162e+07 nChanged 8690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84142 members 
Mstep: Class 2 contains 51919 members 
Entering Unmasked Estep 
Score: -13622360.000000 Penalty: 3517.887695
	Iteration 6F: 3 clusters Score -1.362236e+07 nChanged 8566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87866 members 
Mstep: Class 2 contains 48195 members 
Entering Unmasked Estep 
Score: -13627978.000000 Penalty: 3517.887695
	Iteration 7F: 3 clusters Score -1.362798e+07 nChanged 7502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91146 members 
Mstep: Class 2 contains 44915 members 
Entering Unmasked Estep 
Score: -13632826.000000 Penalty: 3517.887695
	Iteration 8F: 3 clusters Score -1.363283e+07 nChanged 6257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93979 members 
Mstep: Class 2 contains 42082 members 
Entering Unmasked Estep 
Score: -13636267.000000 Penalty: 3517.887695
	Iteration 9Q: 3 clusters Score -1.363627e+07 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96515 members 
Mstep: Class 2 contains 39546 members 
Entering Unmasked Estep 
Score: -13638577.000000 Penalty: 3517.887695
	Iteration 10Q: 3 clusters Score -1.363858e+07 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98924 members 
Mstep: Class 2 contains 37137 members 
Entering Unmasked Estep 
Score: -13640050.000000 Penalty: 3517.887695
	Iteration 11Q: 3 clusters Score -1.364005e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101232 members 
Mstep: Class 2 contains 34829 members 
Entering Unmasked Estep 
Score: -13641135.000000 Penalty: 3517.887695
	Iteration 12Q: 3 clusters Score -1.364114e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103534 members 
Mstep: Class 2 contains 32527 members 
Entering Unmasked Estep 
Score: -13642128.000000 Penalty: 3517.887695
	Iteration 13Q: 3 clusters Score -1.364213e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105808 members 
Mstep: Class 2 contains 30253 members 
Entering Unmasked Estep 
Score: -13643107.000000 Penalty: 3517.887695
	Iteration 14Q: 3 clusters Score -1.364311e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108072 members 
Mstep: Class 2 contains 27989 members 
Entering Unmasked Estep 
Score: -13643989.000000 Penalty: 3517.887695
	Iteration 15Q: 3 clusters Score -1.364399e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110302 members 
Mstep: Class 2 contains 25759 members 
Entering Unmasked Estep 
Score: -13644857.000000 Penalty: 3517.887695
	Iteration 16Q: 3 clusters Score -1.364486e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112450 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -13645760.000000 Penalty: 3517.887695
	Iteration 17Q: 3 clusters Score -1.364576e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114501 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -13646634.000000 Penalty: 3517.887695
	Iteration 18Q: 3 clusters Score -1.364663e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116410 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -13647406.000000 Penalty: 3517.887695
	Iteration 19Q: 3 clusters Score -1.364741e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118207 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -13648176.000000 Penalty: 3517.887695
	Iteration 20F: 3 clusters Score -1.364818e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119834 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -13648826.000000 Penalty: 3517.887695
	Iteration 21Q: 3 clusters Score -1.364883e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121311 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -13649368.000000 Penalty: 3517.887695
	Iteration 22Q: 3 clusters Score -1.364937e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122621 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -13649874.000000 Penalty: 3517.887695
	Iteration 23Q: 3 clusters Score -1.364987e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123798 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -13650264.000000 Penalty: 3517.887695
	Iteration 24Q: 3 clusters Score -1.365026e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124876 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -13650635.000000 Penalty: 3517.887695
	Iteration 25Q: 3 clusters Score -1.365064e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125869 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -13651051.000000 Penalty: 3517.887695
	Iteration 26Q: 3 clusters Score -1.365105e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126798 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -13651441.000000 Penalty: 3517.887695
	Iteration 27Q: 3 clusters Score -1.365144e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127606 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -13651749.000000 Penalty: 3517.887695
	Iteration 28Q: 3 clusters Score -1.365175e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128337 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -13652025.000000 Penalty: 3517.887695
	Iteration 29Q: 3 clusters Score -1.365202e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128993 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -13652284.000000 Penalty: 3517.887695
	Iteration 30Q: 3 clusters Score -1.365228e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129553 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -13652505.000000 Penalty: 3517.887695
	Iteration 31Q: 3 clusters Score -1.36525e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130048 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -13652680.000000 Penalty: 3517.887695
	Iteration 32Q: 3 clusters Score -1.365268e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130467 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -13652821.000000 Penalty: 3517.887695
	Iteration 33Q: 3 clusters Score -1.365282e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130792 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -13652906.000000 Penalty: 3517.887695
	Iteration 34Q: 3 clusters Score -1.365291e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131068 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -13652987.000000 Penalty: 3517.887695
	Iteration 35Q: 3 clusters Score -1.365299e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131318 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -13653083.000000 Penalty: 3517.887695
	Iteration 36Q: 3 clusters Score -1.365308e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131522 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -13653151.000000 Penalty: 3517.887695
	Iteration 37Q: 3 clusters Score -1.365315e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131690 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -13653158.000000 Penalty: 3517.887695
	Iteration 38Q: 3 clusters Score -1.365316e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131838 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -13653179.000000 Penalty: 3517.887695
	Iteration 39Q: 3 clusters Score -1.365318e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131957 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -13653212.000000 Penalty: 3517.887695
	Iteration 40F: 3 clusters Score -1.365321e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132066 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -13653248.000000 Penalty: 3517.887695
	Iteration 41Q: 3 clusters Score -1.365325e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132162 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -13653245.000000 Penalty: 3517.887695
	Iteration 42Q: 3 clusters Score -1.365324e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132254 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -13653276.000000 Penalty: 3517.887695
	Iteration 43Q: 3 clusters Score -1.365328e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132334 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -13653278.000000 Penalty: 3517.887695
	Iteration 44Q: 3 clusters Score -1.365328e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132392 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -13653306.000000 Penalty: 3517.887695
	Iteration 45Q: 3 clusters Score -1.365331e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132443 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -13653324.000000 Penalty: 3517.887695
	Iteration 46Q: 3 clusters Score -1.365332e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132491 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -13653314.000000 Penalty: 3517.887695
	Iteration 47Q: 3 clusters Score -1.365331e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132533 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -13653322.000000 Penalty: 3517.887695
	Iteration 48Q: 3 clusters Score -1.365332e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132573 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -13653313.000000 Penalty: 3517.887695
	Iteration 49Q: 3 clusters Score -1.365331e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132616 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -13653320.000000 Penalty: 3517.887695
	Iteration 50Q: 3 clusters Score -1.365332e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132652 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -13653318.000000 Penalty: 3517.887695
	Iteration 51Q: 3 clusters Score -1.365332e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132680 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -13653344.000000 Penalty: 3517.887695
	Iteration 52Q: 3 clusters Score -1.365334e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132708 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -13653350.000000 Penalty: 3517.887695
	Iteration 53Q: 3 clusters Score -1.365335e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132741 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -13653374.000000 Penalty: 3517.887695
	Iteration 54Q: 3 clusters Score -1.365337e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132762 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -13653375.000000 Penalty: 3517.887695
	Iteration 55Q: 3 clusters Score -1.365338e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132773 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -13653375.000000 Penalty: 3517.887695
	Iteration 56Q: 3 clusters Score -1.365338e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132780 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -13653366.000000 Penalty: 3517.887695
	Iteration 57Q: 3 clusters Score -1.365337e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132793 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -13653373.000000 Penalty: 3517.887695
	Iteration 58Q: 3 clusters Score -1.365337e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132805 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -13653369.000000 Penalty: 3517.887695
	Iteration 59Q: 3 clusters Score -1.365337e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132818 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -13653365.000000 Penalty: 3517.887695
	Iteration 60F: 3 clusters Score -1.365336e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132828 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -13653379.000000 Penalty: 3517.887695
	Iteration 61Q: 3 clusters Score -1.365338e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132838 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -13653384.000000 Penalty: 3517.887695
	Iteration 62Q: 3 clusters Score -1.365338e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132844 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -13653381.000000 Penalty: 3517.887695
	Iteration 63Q: 3 clusters Score -1.365338e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132849 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -13653393.000000 Penalty: 3517.887695
	Iteration 64Q: 3 clusters Score -1.365339e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132853 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -13653403.000000 Penalty: 3517.887695
	Iteration 65Q: 3 clusters Score -1.36534e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132855 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -13653399.000000 Penalty: 3517.887695
	Iteration 66Q: 3 clusters Score -1.36534e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132857 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -13653391.000000 Penalty: 3517.887695
	Iteration 67Q: 3 clusters Score -1.365339e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132859 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -13653390.000000 Penalty: 3517.887695
	Iteration 68Q: 3 clusters Score -1.365339e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132861 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -13653390.000000 Penalty: 3517.887695
	Iteration 69Q: 3 clusters Score -1.365339e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132861 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -13653390.000000 Penalty: 3517.887695
	Iteration 70F: 3 clusters Score -1.365339e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (32859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32859 members 
Entering Unmasked Estep 
Score: -3395324.250000 Penalty: 1547.517090
	Iteration 0F: 2 clusters Score -3395324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -3373908.250000 Penalty: 3095.034180
	Iteration 0F: 3 clusters Score -3373908 nChanged 14997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -3382465.250000 Penalty: 3095.034180
	Iteration 1F: 3 clusters Score -3382465 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -3383172.250000 Penalty: 3095.034180
	Iteration 2F: 3 clusters Score -3383172 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -3383888.500000 Penalty: 3095.034180
	Iteration 3Q: 3 clusters Score -3383888 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -3384761.750000 Penalty: 3095.034180
	Iteration 4F: 3 clusters Score -3384762 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -3385790.500000 Penalty: 3095.034180
	Iteration 5F: 3 clusters Score -3385790 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -3387054.250000 Penalty: 3095.034180
	Iteration 6F: 3 clusters Score -3387054 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 23393 members 
Entering Unmasked Estep 
Score: -3388343.750000 Penalty: 3095.034180
	Iteration 7F: 3 clusters Score -3388344 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -3389537.750000 Penalty: 3095.034180
	Iteration 8F: 3 clusters Score -3389538 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 25655 members 
Entering Unmasked Estep 
Score: -3390628.000000 Penalty: 3095.034180
	Iteration 9Q: 3 clusters Score -3390628 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 26412 members 
Entering Unmasked Estep 
Score: -3391520.500000 Penalty: 3095.034180
	Iteration 10Q: 3 clusters Score -3391520 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 26976 members 
Entering Unmasked Estep 
Score: -3392177.000000 Penalty: 3095.034180
	Iteration 11Q: 3 clusters Score -3392177 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 27399 members 
Entering Unmasked Estep 
Score: -3392685.000000 Penalty: 3095.034180
	Iteration 12Q: 3 clusters Score -3392685 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 27694 members 
Entering Unmasked Estep 
Score: -3393008.250000 Penalty: 3095.034180
	Iteration 13Q: 3 clusters Score -3393008 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -3393175.750000 Penalty: 3095.034180
	Iteration 14Q: 3 clusters Score -3393176 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 28047 members 
Entering Unmasked Estep 
Score: -3393317.000000 Penalty: 3095.034180
	Iteration 15Q: 3 clusters Score -3393317 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 28186 members 
Entering Unmasked Estep 
Score: -3393417.500000 Penalty: 3095.034180
	Iteration 16Q: 3 clusters Score -3393418 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 28298 members 
Entering Unmasked Estep 
Score: -3393496.750000 Penalty: 3095.034180
	Iteration 17Q: 3 clusters Score -3393497 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 28390 members 
Entering Unmasked Estep 
Score: -3393569.000000 Penalty: 3095.034180
	Iteration 18Q: 3 clusters Score -3393569 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 28486 members 
Entering Unmasked Estep 
Score: -3393628.000000 Penalty: 3095.034180
	Iteration 19Q: 3 clusters Score -3393628 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 28569 members 
Entering Unmasked Estep 
Score: -3393680.750000 Penalty: 3095.034180
	Iteration 20F: 3 clusters Score -3393681 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 28637 members 
Entering Unmasked Estep 
Score: -3393714.750000 Penalty: 3095.034180
	Iteration 21Q: 3 clusters Score -3393715 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 28712 members 
Entering Unmasked Estep 
Score: -3393768.250000 Penalty: 3095.034180
	Iteration 22Q: 3 clusters Score -3393768 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 28769 members 
Entering Unmasked Estep 
Score: -3393812.750000 Penalty: 3095.034180
	Iteration 23Q: 3 clusters Score -3393813 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 28853 members 
Entering Unmasked Estep 
Score: -3393876.500000 Penalty: 3095.034180
	Iteration 24Q: 3 clusters Score -3393876 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 28931 members 
Entering Unmasked Estep 
Score: -3393939.000000 Penalty: 3095.034180
	Iteration 25Q: 3 clusters Score -3393939 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 29002 members 
Entering Unmasked Estep 
Score: -3393997.500000 Penalty: 3095.034180
	Iteration 26Q: 3 clusters Score -3393998 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 29080 members 
Entering Unmasked Estep 
Score: -3394047.250000 Penalty: 3095.034180
	Iteration 27Q: 3 clusters Score -3394047 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 29144 members 
Entering Unmasked Estep 
Score: -3394088.250000 Penalty: 3095.034180
	Iteration 28Q: 3 clusters Score -3394088 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 29223 members 
Entering Unmasked Estep 
Score: -3394149.250000 Penalty: 3095.034180
	Iteration 29Q: 3 clusters Score -3394149 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 29279 members 
Entering Unmasked Estep 
Score: -3394197.750000 Penalty: 3095.034180
	Iteration 30Q: 3 clusters Score -3394198 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -3394234.250000 Penalty: 3095.034180
	Iteration 31Q: 3 clusters Score -3394234 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 29387 members 
Entering Unmasked Estep 
Score: -3394258.250000 Penalty: 3095.034180
	Iteration 32Q: 3 clusters Score -3394258 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 29435 members 
Entering Unmasked Estep 
Score: -3394282.250000 Penalty: 3095.034180
	Iteration 33Q: 3 clusters Score -3394282 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 29481 members 
Entering Unmasked Estep 
Score: -3394290.250000 Penalty: 3095.034180
	Iteration 34Q: 3 clusters Score -3394290 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 29522 members 
Entering Unmasked Estep 
Score: -3394310.250000 Penalty: 3095.034180
	Iteration 35Q: 3 clusters Score -3394310 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 29559 members 
Entering Unmasked Estep 
Score: -3394334.750000 Penalty: 3095.034180
	Iteration 36Q: 3 clusters Score -3394335 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 29603 members 
Entering Unmasked Estep 
Score: -3394341.000000 Penalty: 3095.034180
	Iteration 37Q: 3 clusters Score -3394341 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 29648 members 
Entering Unmasked Estep 
Score: -3394354.000000 Penalty: 3095.034180
	Iteration 38Q: 3 clusters Score -3394354 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 29690 members 
Entering Unmasked Estep 
Score: -3394365.250000 Penalty: 3095.034180
	Iteration 39Q: 3 clusters Score -3394365 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 29725 members 
Entering Unmasked Estep 
Score: -3394368.750000 Penalty: 3095.034180
	Iteration 40F: 3 clusters Score -3394369 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 29760 members 
Entering Unmasked Estep 
Score: -3394369.000000 Penalty: 3095.034180
	Iteration 41Q: 3 clusters Score -3394369 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 29784 members 
Entering Unmasked Estep 
Score: -3394379.000000 Penalty: 3095.034180
	Iteration 42Q: 3 clusters Score -3394379 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 29816 members 
Entering Unmasked Estep 
Score: -3394382.500000 Penalty: 3095.034180
	Iteration 43Q: 3 clusters Score -3394382 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 29849 members 
Entering Unmasked Estep 
Score: -3394386.250000 Penalty: 3095.034180
	Iteration 44Q: 3 clusters Score -3394386 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 29889 members 
Entering Unmasked Estep 
Score: -3394390.500000 Penalty: 3095.034180
	Iteration 45Q: 3 clusters Score -3394390 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 29926 members 
Entering Unmasked Estep 
Score: -3394404.250000 Penalty: 3095.034180
	Iteration 46Q: 3 clusters Score -3394404 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 29966 members 
Entering Unmasked Estep 
Score: -3394421.000000 Penalty: 3095.034180
	Iteration 47Q: 3 clusters Score -3394421 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 29996 members 
Entering Unmasked Estep 
Score: -3394425.250000 Penalty: 3095.034180
	Iteration 48Q: 3 clusters Score -3394425 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 30024 members 
Entering Unmasked Estep 
Score: -3394444.500000 Penalty: 3095.034180
	Iteration 49Q: 3 clusters Score -3394444 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 30048 members 
Entering Unmasked Estep 
Score: -3394445.500000 Penalty: 3095.034180
	Iteration 50Q: 3 clusters Score -3394446 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 30066 members 
Entering Unmasked Estep 
Score: -3394443.250000 Penalty: 3095.034180
	Iteration 51Q: 3 clusters Score -3394443 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 30089 members 
Entering Unmasked Estep 
Score: -3394448.000000 Penalty: 3095.034180
	Iteration 52Q: 3 clusters Score -3394448 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 30108 members 
Entering Unmasked Estep 
Score: -3394451.500000 Penalty: 3095.034180
	Iteration 53Q: 3 clusters Score -3394452 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 30125 members 
Entering Unmasked Estep 
Score: -3394461.750000 Penalty: 3095.034180
	Iteration 54Q: 3 clusters Score -3394462 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 30148 members 
Entering Unmasked Estep 
Score: -3394460.250000 Penalty: 3095.034180
	Iteration 55Q: 3 clusters Score -3394460 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 30165 members 
Entering Unmasked Estep 
Score: -3394466.000000 Penalty: 3095.034180
	Iteration 56Q: 3 clusters Score -3394466 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 30187 members 
Entering Unmasked Estep 
Score: -3394465.000000 Penalty: 3095.034180
	Iteration 57Q: 3 clusters Score -3394465 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 30208 members 
Entering Unmasked Estep 
Score: -3394479.000000 Penalty: 3095.034180
	Iteration 58Q: 3 clusters Score -3394479 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 30235 members 
Entering Unmasked Estep 
Score: -3394499.000000 Penalty: 3095.034180
	Iteration 59Q: 3 clusters Score -3394499 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 30259 members 
Entering Unmasked Estep 
Score: -3394504.750000 Penalty: 3095.034180
	Iteration 60F: 3 clusters Score -3394505 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 30274 members 
Entering Unmasked Estep 
Score: -3394505.500000 Penalty: 3095.034180
	Iteration 61Q: 3 clusters Score -3394506 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 30286 members 
Entering Unmasked Estep 
Score: -3394507.500000 Penalty: 3095.034180
	Iteration 62Q: 3 clusters Score -3394508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 30294 members 
Entering Unmasked Estep 
Score: -3394511.500000 Penalty: 3095.034180
	Iteration 63Q: 3 clusters Score -3394512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 30298 members 
Entering Unmasked Estep 
Score: -3394506.500000 Penalty: 3095.034180
	Iteration 64Q: 3 clusters Score -3394506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 30300 members 
Entering Unmasked Estep 
Score: -3394507.250000 Penalty: 3095.034180
	Iteration 65Q: 3 clusters Score -3394507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 30300 members 
Entering Unmasked Estep 
Score: -3394507.250000 Penalty: 3095.034180
	Iteration 66F: 3 clusters Score -3394507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (56008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56008 members 
Entering Unmasked Estep 
Score: -5360435.000000 Penalty: 1626.867554
	Iteration 0F: 2 clusters Score -5360435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27982 members 
Mstep: Class 2 contains 28026 members 
Entering Unmasked Estep 
Score: -5323739.000000 Penalty: 3253.735107
	Iteration 0F: 3 clusters Score -5323739 nChanged 25845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27851 members 
Mstep: Class 2 contains 28157 members 
Entering Unmasked Estep 
Score: -5338662.500000 Penalty: 3253.735107
	Iteration 1F: 3 clusters Score -5338662 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27867 members 
Mstep: Class 2 contains 28141 members 
Entering Unmasked Estep 
Score: -5339796.500000 Penalty: 3253.735107
	Iteration 2Q: 3 clusters Score -5339796 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27946 members 
Mstep: Class 2 contains 28062 members 
Entering Unmasked Estep 
Score: -5341255.500000 Penalty: 3253.735107
	Iteration 3F: 3 clusters Score -5341256 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27995 members 
Mstep: Class 2 contains 28013 members 
Entering Unmasked Estep 
Score: -5343182.500000 Penalty: 3253.735107
	Iteration 4F: 3 clusters Score -5343182 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28135 members 
Mstep: Class 2 contains 27873 members 
Entering Unmasked Estep 
Score: -5345748.500000 Penalty: 3253.735107
	Iteration 5F: 3 clusters Score -5345748 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28412 members 
Mstep: Class 2 contains 27596 members 
Entering Unmasked Estep 
Score: -5348847.000000 Penalty: 3253.735107
	Iteration 6F: 3 clusters Score -5348847 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28639 members 
Mstep: Class 2 contains 27369 members 
Entering Unmasked Estep 
Score: -5351956.000000 Penalty: 3253.735107
	Iteration 7F: 3 clusters Score -5351956 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28718 members 
Mstep: Class 2 contains 27290 members 
Entering Unmasked Estep 
Score: -5354232.000000 Penalty: 3253.735107
	Iteration 8F: 3 clusters Score -5354232 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28767 members 
Mstep: Class 2 contains 27241 members 
Entering Unmasked Estep 
Score: -5355570.500000 Penalty: 3253.735107
	Iteration 9Q: 3 clusters Score -5355570 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28788 members 
Mstep: Class 2 contains 27220 members 
Entering Unmasked Estep 
Score: -5356241.000000 Penalty: 3253.735107
	Iteration 10Q: 3 clusters Score -5356241 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28868 members 
Mstep: Class 2 contains 27140 members 
Entering Unmasked Estep 
Score: -5356607.500000 Penalty: 3253.735107
	Iteration 11Q: 3 clusters Score -5356608 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28993 members 
Mstep: Class 2 contains 27015 members 
Entering Unmasked Estep 
Score: -5356869.500000 Penalty: 3253.735107
	Iteration 12Q: 3 clusters Score -5356870 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29176 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
Score: -5357032.500000 Penalty: 3253.735107
	Iteration 13Q: 3 clusters Score -5357032 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29379 members 
Mstep: Class 2 contains 26629 members 
Entering Unmasked Estep 
Score: -5357109.000000 Penalty: 3253.735107
	Iteration 14Q: 3 clusters Score -5357109 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29599 members 
Mstep: Class 2 contains 26409 members 
Entering Unmasked Estep 
Score: -5357190.000000 Penalty: 3253.735107
	Iteration 15Q: 3 clusters Score -5357190 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29836 members 
Mstep: Class 2 contains 26172 members 
Entering Unmasked Estep 
Score: -5357278.500000 Penalty: 3253.735107
	Iteration 16Q: 3 clusters Score -5357278 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30113 members 
Mstep: Class 2 contains 25895 members 
Entering Unmasked Estep 
Score: -5357355.000000 Penalty: 3253.735107
	Iteration 17Q: 3 clusters Score -5357355 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30366 members 
Mstep: Class 2 contains 25642 members 
Entering Unmasked Estep 
Score: -5357423.500000 Penalty: 3253.735107
	Iteration 18Q: 3 clusters Score -5357424 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30596 members 
Mstep: Class 2 contains 25412 members 
Entering Unmasked Estep 
Score: -5357472.000000 Penalty: 3253.735107
	Iteration 19Q: 3 clusters Score -5357472 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30807 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -5357471.500000 Penalty: 3253.735107
	Iteration 20F: 3 clusters Score -5357472 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31007 members 
Mstep: Class 2 contains 25001 members 
Entering Unmasked Estep 
Score: -5357509.500000 Penalty: 3253.735107
	Iteration 21Q: 3 clusters Score -5357510 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31217 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -5357549.500000 Penalty: 3253.735107
	Iteration 22Q: 3 clusters Score -5357550 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31411 members 
Mstep: Class 2 contains 24597 members 
Entering Unmasked Estep 
Score: -5357583.500000 Penalty: 3253.735107
	Iteration 23Q: 3 clusters Score -5357584 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31596 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -5357609.500000 Penalty: 3253.735107
	Iteration 24Q: 3 clusters Score -5357610 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31773 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -5357621.000000 Penalty: 3253.735107
	Iteration 25Q: 3 clusters Score -5357621 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31940 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
Score: -5357636.000000 Penalty: 3253.735107
	Iteration 26Q: 3 clusters Score -5357636 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32118 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -5357661.500000 Penalty: 3253.735107
	Iteration 27Q: 3 clusters Score -5357662 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32293 members 
Mstep: Class 2 contains 23715 members 
Entering Unmasked Estep 
Score: -5357710.000000 Penalty: 3253.735107
	Iteration 28Q: 3 clusters Score -5357710 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32451 members 
Mstep: Class 2 contains 23557 members 
Entering Unmasked Estep 
Score: -5357714.500000 Penalty: 3253.735107
	Iteration 29Q: 3 clusters Score -5357714 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32599 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -5357738.000000 Penalty: 3253.735107
	Iteration 30Q: 3 clusters Score -5357738 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32750 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -5357747.500000 Penalty: 3253.735107
	Iteration 31Q: 3 clusters Score -5357748 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32893 members 
Mstep: Class 2 contains 23115 members 
Entering Unmasked Estep 
Score: -5357763.000000 Penalty: 3253.735107
	Iteration 32Q: 3 clusters Score -5357763 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33035 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -5357798.000000 Penalty: 3253.735107
	Iteration 33Q: 3 clusters Score -5357798 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33182 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -5357788.000000 Penalty: 3253.735107
	Iteration 34Q: 3 clusters Score -5357788 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33332 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -5357794.500000 Penalty: 3253.735107
	Iteration 35Q: 3 clusters Score -5357794 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33489 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -5357817.500000 Penalty: 3253.735107
	Iteration 36Q: 3 clusters Score -5357818 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33651 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -5357824.500000 Penalty: 3253.735107
	Iteration 37Q: 3 clusters Score -5357824 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33815 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -5357842.500000 Penalty: 3253.735107
	Iteration 38Q: 3 clusters Score -5357842 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33972 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -5357854.000000 Penalty: 3253.735107
	Iteration 39Q: 3 clusters Score -5357854 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34151 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -5357860.000000 Penalty: 3253.735107
	Iteration 40F: 3 clusters Score -5357860 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34330 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
Score: -5357885.500000 Penalty: 3253.735107
	Iteration 41Q: 3 clusters Score -5357886 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34523 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -5357923.500000 Penalty: 3253.735107
	Iteration 42Q: 3 clusters Score -5357924 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34717 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -5357948.000000 Penalty: 3253.735107
	Iteration 43Q: 3 clusters Score -5357948 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34897 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -5357960.000000 Penalty: 3253.735107
	Iteration 44Q: 3 clusters Score -5357960 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35041 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -5357965.500000 Penalty: 3253.735107
	Iteration 45Q: 3 clusters Score -5357966 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35172 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -5357986.500000 Penalty: 3253.735107
	Iteration 46Q: 3 clusters Score -5357986 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35303 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -5357994.000000 Penalty: 3253.735107
	Iteration 47Q: 3 clusters Score -5357994 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35453 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -5358009.000000 Penalty: 3253.735107
	Iteration 48Q: 3 clusters Score -5358009 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35605 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -5358007.500000 Penalty: 3253.735107
	Iteration 49Q: 3 clusters Score -5358008 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35757 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -5358021.500000 Penalty: 3253.735107
	Iteration 50Q: 3 clusters Score -5358022 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35899 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -5358039.500000 Penalty: 3253.735107
	Iteration 51Q: 3 clusters Score -5358040 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36035 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -5358046.500000 Penalty: 3253.735107
	Iteration 52Q: 3 clusters Score -5358046 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36174 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -5358074.000000 Penalty: 3253.735107
	Iteration 53Q: 3 clusters Score -5358074 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36309 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
Score: -5358065.000000 Penalty: 3253.735107
	Iteration 54Q: 3 clusters Score -5358065 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36440 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -5358085.000000 Penalty: 3253.735107
	Iteration 55Q: 3 clusters Score -5358085 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36552 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -5358080.000000 Penalty: 3253.735107
	Iteration 56Q: 3 clusters Score -5358080 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36661 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -5358107.000000 Penalty: 3253.735107
	Iteration 57Q: 3 clusters Score -5358107 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36770 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -5358113.500000 Penalty: 3253.735107
	Iteration 58Q: 3 clusters Score -5358114 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36873 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -5358117.500000 Penalty: 3253.735107
	Iteration 59Q: 3 clusters Score -5358118 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36966 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -5358138.500000 Penalty: 3253.735107
	Iteration 60F: 3 clusters Score -5358138 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37057 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -5358141.000000 Penalty: 3253.735107
	Iteration 61Q: 3 clusters Score -5358141 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37155 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -5358165.500000 Penalty: 3253.735107
	Iteration 62Q: 3 clusters Score -5358166 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37264 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -5358156.500000 Penalty: 3253.735107
	Iteration 63Q: 3 clusters Score -5358156 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37370 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -5358185.000000 Penalty: 3253.735107
	Iteration 64Q: 3 clusters Score -5358185 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37476 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -5358192.500000 Penalty: 3253.735107
	Iteration 65Q: 3 clusters Score -5358192 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37594 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -5358215.000000 Penalty: 3253.735107
	Iteration 66Q: 3 clusters Score -5358215 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37722 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -5358238.000000 Penalty: 3253.735107
	Iteration 67Q: 3 clusters Score -5358238 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37845 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -5358264.000000 Penalty: 3253.735107
	Iteration 68Q: 3 clusters Score -5358264 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37967 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -5358276.500000 Penalty: 3253.735107
	Iteration 69Q: 3 clusters Score -5358276 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38084 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -5358282.500000 Penalty: 3253.735107
	Iteration 70Q: 3 clusters Score -5358282 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38203 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -5358281.500000 Penalty: 3253.735107
	Iteration 71Q: 3 clusters Score -5358282 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38330 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -5358299.500000 Penalty: 3253.735107
	Iteration 72Q: 3 clusters Score -5358300 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38461 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -5358312.000000 Penalty: 3253.735107
	Iteration 73Q: 3 clusters Score -5358312 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38604 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -5358326.000000 Penalty: 3253.735107
	Iteration 74Q: 3 clusters Score -5358326 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38761 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -5358347.000000 Penalty: 3253.735107
	Iteration 75Q: 3 clusters Score -5358347 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38922 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -5358354.000000 Penalty: 3253.735107
	Iteration 76Q: 3 clusters Score -5358354 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39093 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -5358389.500000 Penalty: 3253.735107
	Iteration 77Q: 3 clusters Score -5358390 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39268 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -5358417.000000 Penalty: 3253.735107
	Iteration 78Q: 3 clusters Score -5358417 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39455 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -5358429.000000 Penalty: 3253.735107
	Iteration 79Q: 3 clusters Score -5358429 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39656 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -5358448.500000 Penalty: 3253.735107
	Iteration 80F: 3 clusters Score -5358448 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39853 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -5358491.500000 Penalty: 3253.735107
	Iteration 81Q: 3 clusters Score -5358492 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40048 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -5358516.000000 Penalty: 3253.735107
	Iteration 82Q: 3 clusters Score -5358516 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40251 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -5358545.500000 Penalty: 3253.735107
	Iteration 83Q: 3 clusters Score -5358546 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40454 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -5358599.500000 Penalty: 3253.735107
	Iteration 84Q: 3 clusters Score -5358600 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40676 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -5358626.000000 Penalty: 3253.735107
	Iteration 85Q: 3 clusters Score -5358626 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40870 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -5358649.500000 Penalty: 3253.735107
	Iteration 86Q: 3 clusters Score -5358650 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41077 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -5358679.000000 Penalty: 3253.735107
	Iteration 87Q: 3 clusters Score -5358679 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41301 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -5358719.500000 Penalty: 3253.735107
	Iteration 88Q: 3 clusters Score -5358720 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41518 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -5358762.500000 Penalty: 3253.735107
	Iteration 89Q: 3 clusters Score -5358762 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41742 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -5358777.500000 Penalty: 3253.735107
	Iteration 90Q: 3 clusters Score -5358778 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41988 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -5358839.500000 Penalty: 3253.735107
	Iteration 91Q: 3 clusters Score -5358840 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42223 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -5358866.500000 Penalty: 3253.735107
	Iteration 92Q: 3 clusters Score -5358866 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42448 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -5358910.500000 Penalty: 3253.735107
	Iteration 93Q: 3 clusters Score -5358910 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42686 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -5358937.500000 Penalty: 3253.735107
	Iteration 94Q: 3 clusters Score -5358938 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42920 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -5358967.000000 Penalty: 3253.735107
	Iteration 95Q: 3 clusters Score -5358967 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43164 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -5359013.500000 Penalty: 3253.735107
	Iteration 96Q: 3 clusters Score -5359014 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43393 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -5359053.000000 Penalty: 3253.735107
	Iteration 97Q: 3 clusters Score -5359053 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43632 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -5359115.500000 Penalty: 3253.735107
	Iteration 98Q: 3 clusters Score -5359116 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43897 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -5359148.500000 Penalty: 3253.735107
	Iteration 99Q: 3 clusters Score -5359148 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44157 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -5359202.000000 Penalty: 3253.735107
	Iteration 100F: 3 clusters Score -5359202 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44400 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -5359241.500000 Penalty: 3253.735107
	Iteration 101Q: 3 clusters Score -5359242 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44652 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -5359290.500000 Penalty: 3253.735107
	Iteration 102Q: 3 clusters Score -5359290 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44887 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -5359355.500000 Penalty: 3253.735107
	Iteration 103Q: 3 clusters Score -5359356 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45122 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -5359403.500000 Penalty: 3253.735107
	Iteration 104Q: 3 clusters Score -5359404 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45390 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -5359470.500000 Penalty: 3253.735107
	Iteration 105Q: 3 clusters Score -5359470 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45680 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -5359546.000000 Penalty: 3253.735107
	Iteration 106Q: 3 clusters Score -5359546 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45965 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -5359616.500000 Penalty: 3253.735107
	Iteration 107Q: 3 clusters Score -5359616 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46265 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -5359735.000000 Penalty: 3253.735107
	Iteration 108Q: 3 clusters Score -5359735 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46590 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -5359846.500000 Penalty: 3253.735107
	Iteration 109Q: 3 clusters Score -5359846 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46966 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -5360007.500000 Penalty: 3253.735107
	Iteration 110Q: 3 clusters Score -5360008 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47367 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -5360206.500000 Penalty: 3253.735107
	Iteration 111Q: 3 clusters Score -5360206 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47812 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -5360533.000000 Penalty: 3253.735107
	Iteration 112Q: 3 clusters Score -5360533 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48295 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -5360856.000000 Penalty: 3253.735107
	Iteration 113Q: 3 clusters Score -5360856 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48757 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -5361392.500000 Penalty: 3253.735107
	Iteration 114Q: 3 clusters Score -5361392 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49233 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -5361946.000000 Penalty: 3253.735107
	Iteration 115Q: 3 clusters Score -5361946 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49591 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -5362347.000000 Penalty: 3253.735107
	Iteration 116Q: 3 clusters Score -5362347 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49874 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -5362622.500000 Penalty: 3253.735107
	Iteration 117Q: 3 clusters Score -5362622 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50078 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -5362744.000000 Penalty: 3253.735107
	Iteration 118Q: 3 clusters Score -5362744 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50242 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -5362820.000000 Penalty: 3253.735107
	Iteration 119Q: 3 clusters Score -5362820 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50354 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -5362860.000000 Penalty: 3253.735107
	Iteration 120F: 3 clusters Score -5362860 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50450 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -5362869.500000 Penalty: 3253.735107
	Iteration 121Q: 3 clusters Score -5362870 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50523 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -5362908.500000 Penalty: 3253.735107
	Iteration 122Q: 3 clusters Score -5362908 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50593 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -5362904.000000 Penalty: 3253.735107
	Iteration 123Q: 3 clusters Score -5362904 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50651 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -5362918.500000 Penalty: 3253.735107
	Iteration 124Q: 3 clusters Score -5362918 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50688 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -5362921.500000 Penalty: 3253.735107
	Iteration 125Q: 3 clusters Score -5362922 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50722 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -5362923.000000 Penalty: 3253.735107
	Iteration 126Q: 3 clusters Score -5362923 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50741 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -5362930.500000 Penalty: 3253.735107
	Iteration 127Q: 3 clusters Score -5362930 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50752 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -5362928.000000 Penalty: 3253.735107
	Iteration 128Q: 3 clusters Score -5362928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50757 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -5362920.500000 Penalty: 3253.735107
	Iteration 129Q: 3 clusters Score -5362920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50763 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -5362918.000000 Penalty: 3253.735107
	Iteration 130Q: 3 clusters Score -5362918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50768 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -5362917.000000 Penalty: 3253.735107
	Iteration 131Q: 3 clusters Score -5362917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50770 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -5362923.000000 Penalty: 3253.735107
	Iteration 132Q: 3 clusters Score -5362923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50774 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -5362918.000000 Penalty: 3253.735107
	Iteration 133Q: 3 clusters Score -5362918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50777 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -5362919.500000 Penalty: 3253.735107
	Iteration 134Q: 3 clusters Score -5362920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50782 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -5362917.000000 Penalty: 3253.735107
	Iteration 135Q: 3 clusters Score -5362917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50785 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -5362921.500000 Penalty: 3253.735107
	Iteration 136Q: 3 clusters Score -5362922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50786 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -5362920.000000 Penalty: 3253.735107
	Iteration 137Q: 3 clusters Score -5362920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50786 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -5362920.000000 Penalty: 3253.735107
	Iteration 138F: 3 clusters Score -5362920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 43764 members 
Mstep: Class 2 contains 789 members 
Mstep: Class 3 contains 52504 members 
Mstep: Class 4 contains 8721 members 
Mstep: Class 5 contains 136061 members 
Mstep: Class 6 contains 32859 members 
Mstep: Class 7 contains 50786 members 
Mstep: Class 8 contains 3784 members 
Mstep: Class 9 contains 27385 members 
Mstep: Class 10 contains 11128 members 
Mstep: Class 11 contains 6981 members 
Mstep: Class 12 contains 21312 members 
Mstep: Class 13 contains 4636 members 
Mstep: Class 14 contains 4569 members 
Mstep: Class 15 contains 9416 members 
Mstep: Class 16 contains 34661 members 
Mstep: Class 17 contains 37207 members 
Mstep: Class 18 contains 25443 members 
Mstep: Class 19 contains 13341 members 
Mstep: Class 20 contains 4996 members 
Mstep: Class 21 contains 41399 members 
Mstep: Class 22 contains 8527 members 
Mstep: Class 23 contains 4485 members 
Mstep: Class 24 contains 6391 members 
Mstep: Class 25 contains 14676 members 
Mstep: Class 26 contains 3728 members 
Mstep: Class 27 contains 17876 members 
Mstep: Class 28 contains 16006 members 
Mstep: Class 29 contains 17358 members 
Mstep: Class 30 contains 16380 members 
Mstep: Class 31 contains 9390 members 
Mstep: Class 32 contains 120056 members 
Mstep: Class 33 contains 17597 members 
Mstep: Class 34 contains 8877 members 
Mstep: Class 35 contains 22958 members 
Mstep: Class 36 contains 2022 members 
Mstep: Class 37 contains 36448 members 
Mstep: Class 38 contains 5222 members 
Entering Unmasked Estep 
Score: -87993856.000000 Penalty: 77521.476562
Splitting cluster 7 changes total score from -87980040.000000 to -87993856.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 8 (3784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Entering Unmasked Estep 
Score: -361530.406250 Penalty: 1225.894287
	Iteration 0F: 2 clusters Score -361530.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -358648.718750 Penalty: 2451.788574
	Iteration 0F: 3 clusters Score -358648.7 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -359652.656250 Penalty: 2451.788574
	Iteration 1F: 3 clusters Score -359652.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -359961.906250 Penalty: 2451.788574
	Iteration 2F: 3 clusters Score -359961.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -360181.531250 Penalty: 2451.788574
	Iteration 3F: 3 clusters Score -360181.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -360323.062500 Penalty: 2451.788574
	Iteration 4F: 3 clusters Score -360323.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -360437.781250 Penalty: 2451.788574
	Iteration 5Q: 3 clusters Score -360437.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -360520.125000 Penalty: 2451.788574
	Iteration 6Q: 3 clusters Score -360520.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -360600.875000 Penalty: 2451.788574
	Iteration 7Q: 3 clusters Score -360600.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -360680.843750 Penalty: 2451.788574
	Iteration 8Q: 3 clusters Score -360680.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -360753.000000 Penalty: 2451.788574
	Iteration 9Q: 3 clusters Score -360753 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -360815.625000 Penalty: 2451.788574
	Iteration 10Q: 3 clusters Score -360815.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -360861.562500 Penalty: 2451.788574
	Iteration 11Q: 3 clusters Score -360861.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -360902.062500 Penalty: 2451.788574
	Iteration 12Q: 3 clusters Score -360902.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -360928.656250 Penalty: 2451.788574
	Iteration 13Q: 3 clusters Score -360928.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -360959.843750 Penalty: 2451.788574
	Iteration 14Q: 3 clusters Score -360959.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -360987.062500 Penalty: 2451.788574
	Iteration 15Q: 3 clusters Score -360987.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -361007.062500 Penalty: 2451.788574
	Iteration 16Q: 3 clusters Score -361007.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -361020.531250 Penalty: 2451.788574
	Iteration 17Q: 3 clusters Score -361020.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -361040.531250 Penalty: 2451.788574
	Iteration 18Q: 3 clusters Score -361040.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -361058.468750 Penalty: 2451.788574
	Iteration 19Q: 3 clusters Score -361058.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -361078.125000 Penalty: 2451.788574
	Iteration 20F: 3 clusters Score -361078.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -361091.937500 Penalty: 2451.788574
	Iteration 21Q: 3 clusters Score -361091.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -361100.437500 Penalty: 2451.788574
	Iteration 22Q: 3 clusters Score -361100.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -361102.156250 Penalty: 2451.788574
	Iteration 23Q: 3 clusters Score -361102.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -361104.406250 Penalty: 2451.788574
	Iteration 24Q: 3 clusters Score -361104.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -361106.656250 Penalty: 2451.788574
	Iteration 25Q: 3 clusters Score -361106.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -361108.781250 Penalty: 2451.788574
	Iteration 26Q: 3 clusters Score -361108.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -361109.656250 Penalty: 2451.788574
	Iteration 27Q: 3 clusters Score -361109.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -361112.468750 Penalty: 2451.788574
	Iteration 28Q: 3 clusters Score -361112.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -361113.156250 Penalty: 2451.788574
	Iteration 29Q: 3 clusters Score -361113.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -361113.343750 Penalty: 2451.788574
	Iteration 30Q: 3 clusters Score -361113.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -361115.187500 Penalty: 2451.788574
	Iteration 31Q: 3 clusters Score -361115.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -361115.968750 Penalty: 2451.788574
	Iteration 32Q: 3 clusters Score -361116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -361117.843750 Penalty: 2451.788574
	Iteration 33Q: 3 clusters Score -361117.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -361118.375000 Penalty: 2451.788574
	Iteration 34Q: 3 clusters Score -361118.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -361119.031250 Penalty: 2451.788574
	Iteration 35Q: 3 clusters Score -361119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -361119.031250 Penalty: 2451.788574
	Iteration 36F: 3 clusters Score -361119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (27385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27385 members 
Entering Unmasked Estep 
Score: -2843054.750000 Penalty: 1520.401367
	Iteration 0F: 2 clusters Score -2843055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -2825370.000000 Penalty: 3040.802734
	Iteration 0F: 3 clusters Score -2825370 nChanged 12263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -2831874.250000 Penalty: 3040.802734
	Iteration 1F: 3 clusters Score -2831874 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -2832404.500000 Penalty: 3040.802734
	Iteration 2F: 3 clusters Score -2832404 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -2832924.250000 Penalty: 3040.802734
	Iteration 3Q: 3 clusters Score -2832924 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -2833515.250000 Penalty: 3040.802734
	Iteration 4Q: 3 clusters Score -2833515 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -2834211.250000 Penalty: 3040.802734
	Iteration 5F: 3 clusters Score -2834211 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -2835104.250000 Penalty: 3040.802734
	Iteration 6F: 3 clusters Score -2835104 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -2836237.500000 Penalty: 3040.802734
	Iteration 7F: 3 clusters Score -2836238 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -2837587.000000 Penalty: 3040.802734
	Iteration 8F: 3 clusters Score -2837587 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 23772 members 
Entering Unmasked Estep 
Score: -2838937.250000 Penalty: 3040.802734
	Iteration 9F: 3 clusters Score -2838937 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 25048 members 
Entering Unmasked Estep 
Score: -2840088.750000 Penalty: 3040.802734
	Iteration 10Q: 3 clusters Score -2840089 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 25854 members 
Entering Unmasked Estep 
Score: -2840837.000000 Penalty: 3040.802734
	Iteration 11Q: 3 clusters Score -2840837 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 26350 members 
Entering Unmasked Estep 
Score: -2841307.750000 Penalty: 3040.802734
	Iteration 12Q: 3 clusters Score -2841308 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -2841587.750000 Penalty: 3040.802734
	Iteration 13Q: 3 clusters Score -2841588 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 26717 members 
Entering Unmasked Estep 
Score: -2841796.750000 Penalty: 3040.802734
	Iteration 14Q: 3 clusters Score -2841797 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 26770 members 
Entering Unmasked Estep 
Score: -2842009.250000 Penalty: 3040.802734
	Iteration 15Q: 3 clusters Score -2842009 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 26735 members 
Entering Unmasked Estep 
Score: -2842154.250000 Penalty: 3040.802734
	Iteration 16Q: 3 clusters Score -2842154 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 26671 members 
Entering Unmasked Estep 
Score: -2842246.500000 Penalty: 3040.802734
	Iteration 17Q: 3 clusters Score -2842246 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 26593 members 
Entering Unmasked Estep 
Score: -2842359.250000 Penalty: 3040.802734
	Iteration 18Q: 3 clusters Score -2842359 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 26464 members 
Entering Unmasked Estep 
Score: -2842482.250000 Penalty: 3040.802734
	Iteration 19Q: 3 clusters Score -2842482 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -2842656.500000 Penalty: 3040.802734
	Iteration 20F: 3 clusters Score -2842656 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 26102 members 
Entering Unmasked Estep 
Score: -2842834.250000 Penalty: 3040.802734
	Iteration 21Q: 3 clusters Score -2842834 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 25838 members 
Entering Unmasked Estep 
Score: -2843090.750000 Penalty: 3040.802734
	Iteration 22Q: 3 clusters Score -2843091 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 25489 members 
Entering Unmasked Estep 
Score: -2843453.750000 Penalty: 3040.802734
	Iteration 23Q: 3 clusters Score -2843454 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 25065 members 
Entering Unmasked Estep 
Score: -2843926.750000 Penalty: 3040.802734
	Iteration 24Q: 3 clusters Score -2843927 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 24512 members 
Entering Unmasked Estep 
Score: -2844559.250000 Penalty: 3040.802734
	Iteration 25Q: 3 clusters Score -2844559 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -2845415.250000 Penalty: 3040.802734
	Iteration 26Q: 3 clusters Score -2845415 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -2846596.000000 Penalty: 3040.802734
	Iteration 27Q: 3 clusters Score -2846596 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -2847749.500000 Penalty: 3040.802734
	Iteration 28Q: 3 clusters Score -2847750 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -2848781.000000 Penalty: 3040.802734
	Iteration 29Q: 3 clusters Score -2848781 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -2849626.750000 Penalty: 3040.802734
	Iteration 30Q: 3 clusters Score -2849627 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 20095 members 
Entering Unmasked Estep 
Score: -2850334.750000 Penalty: 3040.802734
	Iteration 31Q: 3 clusters Score -2850335 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -2850910.000000 Penalty: 3040.802734
	Iteration 32Q: 3 clusters Score -2850910 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -2851326.750000 Penalty: 3040.802734
	Iteration 33Q: 3 clusters Score -2851327 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -2851661.000000 Penalty: 3040.802734
	Iteration 34Q: 3 clusters Score -2851661 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -2851922.750000 Penalty: 3040.802734
	Iteration 35Q: 3 clusters Score -2851923 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -2852191.000000 Penalty: 3040.802734
	Iteration 36Q: 3 clusters Score -2852191 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -2852415.500000 Penalty: 3040.802734
	Iteration 37Q: 3 clusters Score -2852416 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -2852632.250000 Penalty: 3040.802734
	Iteration 38Q: 3 clusters Score -2852632 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -2852801.000000 Penalty: 3040.802734
	Iteration 39Q: 3 clusters Score -2852801 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -2854886.000000 Penalty: 3040.802734
	Iteration 40F: 3 clusters Score -2854886 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -2858414.250000 Penalty: 3040.802734
	Iteration 41Q: 3 clusters Score -2858414 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -2859764.000000 Penalty: 3040.802734
	Iteration 42Q: 3 clusters Score -2859764 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -2859938.500000 Penalty: 3040.802734
	Iteration 43Q: 3 clusters Score -2859938 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -2859950.750000 Penalty: 3040.802734
	Iteration 44Q: 3 clusters Score -2859951 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -2859955.250000 Penalty: 3040.802734
	Iteration 45Q: 3 clusters Score -2859955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -2859956.250000 Penalty: 3040.802734
	Iteration 46Q: 3 clusters Score -2859956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -2859955.500000 Penalty: 3040.802734
	Iteration 47Q: 3 clusters Score -2859956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -2859952.500000 Penalty: 3040.802734
	Iteration 48Q: 3 clusters Score -2859952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -2859952.500000 Penalty: 3040.802734
	Iteration 49F: 3 clusters Score -2859952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 43764 members 
Mstep: Class 2 contains 789 members 
Mstep: Class 3 contains 52504 members 
Mstep: Class 4 contains 8721 members 
Mstep: Class 5 contains 136061 members 
Mstep: Class 6 contains 32859 members 
Mstep: Class 7 contains 50786 members 
Mstep: Class 8 contains 3784 members 
Mstep: Class 9 contains 10330 members 
Mstep: Class 10 contains 11128 members 
Mstep: Class 11 contains 6981 members 
Mstep: Class 12 contains 21312 members 
Mstep: Class 13 contains 4636 members 
Mstep: Class 14 contains 4569 members 
Mstep: Class 15 contains 9416 members 
Mstep: Class 16 contains 34661 members 
Mstep: Class 17 contains 37207 members 
Mstep: Class 18 contains 25443 members 
Mstep: Class 19 contains 13341 members 
Mstep: Class 20 contains 4996 members 
Mstep: Class 21 contains 41399 members 
Mstep: Class 22 contains 8527 members 
Mstep: Class 23 contains 4485 members 
Mstep: Class 24 contains 6391 members 
Mstep: Class 25 contains 14676 members 
Mstep: Class 26 contains 3728 members 
Mstep: Class 27 contains 17876 members 
Mstep: Class 28 contains 16006 members 
Mstep: Class 29 contains 17358 members 
Mstep: Class 30 contains 16380 members 
Mstep: Class 31 contains 9390 members 
Mstep: Class 32 contains 120056 members 
Mstep: Class 33 contains 17597 members 
Mstep: Class 34 contains 8877 members 
Mstep: Class 35 contains 22958 members 
Mstep: Class 36 contains 2022 members 
Mstep: Class 37 contains 36448 members 
Mstep: Class 38 contains 5222 members 
Mstep: Class 39 contains 17055 members 
Entering Unmasked Estep 
Score: -88010112.000000 Penalty: 79561.515625
Splitting cluster 9 changes total score from -87980040.000000 to -88010112.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 10 (11128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Entering Unmasked Estep 
Score: -1145487.125000 Penalty: 1386.402344
	Iteration 0F: 2 clusters Score -1145487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1138010.875000 Penalty: 2772.804688
	Iteration 0F: 3 clusters Score -1138011 nChanged 4835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1141476.125000 Penalty: 2772.804688
	Iteration 1F: 3 clusters Score -1141476 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1142699.250000 Penalty: 2772.804688
	Iteration 2F: 3 clusters Score -1142699 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1143851.250000 Penalty: 2772.804688
	Iteration 3F: 3 clusters Score -1143851 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1144813.875000 Penalty: 2772.804688
	Iteration 4F: 3 clusters Score -1144814 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1145552.750000 Penalty: 2772.804688
	Iteration 5F: 3 clusters Score -1145553 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1146045.750000 Penalty: 2772.804688
	Iteration 6F: 3 clusters Score -1146046 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1146353.500000 Penalty: 2772.804688
	Iteration 7Q: 3 clusters Score -1146354 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1146542.375000 Penalty: 2772.804688
	Iteration 8Q: 3 clusters Score -1146542 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1146667.375000 Penalty: 2772.804688
	Iteration 9Q: 3 clusters Score -1146667 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1146749.500000 Penalty: 2772.804688
	Iteration 10Q: 3 clusters Score -1146750 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1146801.125000 Penalty: 2772.804688
	Iteration 11Q: 3 clusters Score -1146801 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1146842.375000 Penalty: 2772.804688
	Iteration 12Q: 3 clusters Score -1146842 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1146880.375000 Penalty: 2772.804688
	Iteration 13Q: 3 clusters Score -1146880 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1146896.875000 Penalty: 2772.804688
	Iteration 14Q: 3 clusters Score -1146897 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1146914.750000 Penalty: 2772.804688
	Iteration 15Q: 3 clusters Score -1146915 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1146925.000000 Penalty: 2772.804688
	Iteration 16Q: 3 clusters Score -1146925 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1146937.375000 Penalty: 2772.804688
	Iteration 17Q: 3 clusters Score -1146937 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1146944.500000 Penalty: 2772.804688
	Iteration 18Q: 3 clusters Score -1146944 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1146956.750000 Penalty: 2772.804688
	Iteration 19Q: 3 clusters Score -1146957 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1146967.625000 Penalty: 2772.804688
	Iteration 20F: 3 clusters Score -1146968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1146977.625000 Penalty: 2772.804688
	Iteration 21Q: 3 clusters Score -1146978 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1146992.000000 Penalty: 2772.804688
	Iteration 22Q: 3 clusters Score -1146992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1147001.375000 Penalty: 2772.804688
	Iteration 23Q: 3 clusters Score -1147001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1147004.500000 Penalty: 2772.804688
	Iteration 24Q: 3 clusters Score -1147004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1147007.125000 Penalty: 2772.804688
	Iteration 25Q: 3 clusters Score -1147007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1147010.750000 Penalty: 2772.804688
	Iteration 26Q: 3 clusters Score -1147011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1147011.750000 Penalty: 2772.804688
	Iteration 27Q: 3 clusters Score -1147012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1147011.750000 Penalty: 2772.804688
	Iteration 28F: 3 clusters Score -1147012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 43764 members 
Mstep: Class 2 contains 789 members 
Mstep: Class 3 contains 52504 members 
Mstep: Class 4 contains 8721 members 
Mstep: Class 5 contains 136061 members 
Mstep: Class 6 contains 32859 members 
Mstep: Class 7 contains 50786 members 
Mstep: Class 8 contains 3784 members 
Mstep: Class 9 contains 10330 members 
Mstep: Class 10 contains 9659 members 
Mstep: Class 11 contains 6981 members 
Mstep: Class 12 contains 21312 members 
Mstep: Class 13 contains 4636 members 
Mstep: Class 14 contains 4569 members 
Mstep: Class 15 contains 9416 members 
Mstep: Class 16 contains 34661 members 
Mstep: Class 17 contains 37207 members 
Mstep: Class 18 contains 25443 members 
Mstep: Class 19 contains 13341 members 
Mstep: Class 20 contains 4996 members 
Mstep: Class 21 contains 41399 members 
Mstep: Class 22 contains 8527 members 
Mstep: Class 23 contains 4485 members 
Mstep: Class 24 contains 6391 members 
Mstep: Class 25 contains 14676 members 
Mstep: Class 26 contains 3728 members 
Mstep: Class 27 contains 17876 members 
Mstep: Class 28 contains 16006 members 
Mstep: Class 29 contains 17358 members 
Mstep: Class 30 contains 16380 members 
Mstep: Class 31 contains 9390 members 
Mstep: Class 32 contains 120056 members 
Mstep: Class 33 contains 17597 members 
Mstep: Class 34 contains 8877 members 
Mstep: Class 35 contains 22958 members 
Mstep: Class 36 contains 2022 members 
Mstep: Class 37 contains 36448 members 
Mstep: Class 38 contains 5222 members 
Mstep: Class 39 contains 17055 members 
Mstep: Class 40 contains 1469 members 
Entering Unmasked Estep 
Score: -88011032.000000 Penalty: 81601.554688
Splitting cluster 10 changes total score from -87980040.000000 to -88011032.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 11 (6981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Entering Unmasked Estep 
Score: -658528.875000 Penalty: 1317.020996
	Iteration 0F: 2 clusters Score -658528.9 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 3507 members 
Entering Unmasked Estep 
Score: -653700.687500 Penalty: 2634.041992
	Iteration 0F: 3 clusters Score -653700.7 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -655262.812500 Penalty: 2634.041992
	Iteration 1F: 3 clusters Score -655262.8 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -655611.437500 Penalty: 2634.041992
	Iteration 2F: 3 clusters Score -655611.4 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -655888.125000 Penalty: 2634.041992
	Iteration 3F: 3 clusters Score -655888.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -656136.875000 Penalty: 2634.041992
	Iteration 4F: 3 clusters Score -656136.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -656363.750000 Penalty: 2634.041992
	Iteration 5Q: 3 clusters Score -656363.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -656564.937500 Penalty: 2634.041992
	Iteration 6Q: 3 clusters Score -656564.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -656720.250000 Penalty: 2634.041992
	Iteration 7Q: 3 clusters Score -656720.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -656835.875000 Penalty: 2634.041992
	Iteration 8Q: 3 clusters Score -656835.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -656917.375000 Penalty: 2634.041992
	Iteration 9Q: 3 clusters Score -656917.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -656982.500000 Penalty: 2634.041992
	Iteration 10Q: 3 clusters Score -656982.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -657050.875000 Penalty: 2634.041992
	Iteration 11Q: 3 clusters Score -657050.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -657116.937500 Penalty: 2634.041992
	Iteration 12Q: 3 clusters Score -657116.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -657171.250000 Penalty: 2634.041992
	Iteration 13Q: 3 clusters Score -657171.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -657225.812500 Penalty: 2634.041992
	Iteration 14Q: 3 clusters Score -657225.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -657273.625000 Penalty: 2634.041992
	Iteration 15Q: 3 clusters Score -657273.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -657309.437500 Penalty: 2634.041992
	Iteration 16Q: 3 clusters Score -657309.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -657352.187500 Penalty: 2634.041992
	Iteration 17Q: 3 clusters Score -657352.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -657391.687500 Penalty: 2634.041992
	Iteration 18Q: 3 clusters Score -657391.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -657418.500000 Penalty: 2634.041992
	Iteration 19Q: 3 clusters Score -657418.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -657448.187500 Penalty: 2634.041992
	Iteration 20F: 3 clusters Score -657448.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -657483.500000 Penalty: 2634.041992
	Iteration 21Q: 3 clusters Score -657483.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -657514.062500 Penalty: 2634.041992
	Iteration 22Q: 3 clusters Score -657514.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -657545.000000 Penalty: 2634.041992
	Iteration 23Q: 3 clusters Score -657545 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -657571.625000 Penalty: 2634.041992
	Iteration 24Q: 3 clusters Score -657571.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -657603.875000 Penalty: 2634.041992
	Iteration 25Q: 3 clusters Score -657603.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -657630.000000 Penalty: 2634.041992
	Iteration 26Q: 3 clusters Score -657630 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -657660.937500 Penalty: 2634.041992
	Iteration 27Q: 3 clusters Score -657660.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -657701.875000 Penalty: 2634.041992
	Iteration 28Q: 3 clusters Score -657701.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -657744.875000 Penalty: 2634.041992
	Iteration 29Q: 3 clusters Score -657744.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -657795.687500 Penalty: 2634.041992
	Iteration 30Q: 3 clusters Score -657795.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -657855.625000 Penalty: 2634.041992
	Iteration 31Q: 3 clusters Score -657855.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -657907.625000 Penalty: 2634.041992
	Iteration 32Q: 3 clusters Score -657907.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -657974.125000 Penalty: 2634.041992
	Iteration 33Q: 3 clusters Score -657974.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -658031.250000 Penalty: 2634.041992
	Iteration 34Q: 3 clusters Score -658031.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -658083.687500 Penalty: 2634.041992
	Iteration 35Q: 3 clusters Score -658083.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -658139.937500 Penalty: 2634.041992
	Iteration 36Q: 3 clusters Score -658139.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -658200.500000 Penalty: 2634.041992
	Iteration 37Q: 3 clusters Score -658200.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -658259.687500 Penalty: 2634.041992
	Iteration 38Q: 3 clusters Score -658259.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -658299.125000 Penalty: 2634.041992
	Iteration 39Q: 3 clusters Score -658299.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -658315.562500 Penalty: 2634.041992
	Iteration 40F: 3 clusters Score -658315.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -658326.875000 Penalty: 2634.041992
	Iteration 41Q: 3 clusters Score -658326.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -658332.750000 Penalty: 2634.041992
	Iteration 42Q: 3 clusters Score -658332.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -658338.312500 Penalty: 2634.041992
	Iteration 43Q: 3 clusters Score -658338.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -658342.812500 Penalty: 2634.041992
	Iteration 44Q: 3 clusters Score -658342.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -658344.500000 Penalty: 2634.041992
	Iteration 45Q: 3 clusters Score -658344.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -658347.187500 Penalty: 2634.041992
	Iteration 46Q: 3 clusters Score -658347.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -658349.312500 Penalty: 2634.041992
	Iteration 47Q: 3 clusters Score -658349.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -658349.687500 Penalty: 2634.041992
	Iteration 48Q: 3 clusters Score -658349.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -658350.062500 Penalty: 2634.041992
	Iteration 49Q: 3 clusters Score -658350.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -658350.062500 Penalty: 2634.041992
	Iteration 50F: 3 clusters Score -658350.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Entering Unmasked Estep 
Score: -2082158.625000 Penalty: 1483.093506
	Iteration 0F: 2 clusters Score -2082159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -2068190.375000 Penalty: 2966.187012
	Iteration 0F: 3 clusters Score -2068190 nChanged 9484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -2073695.250000 Penalty: 2966.187012
	Iteration 1F: 3 clusters Score -2073695 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -2074597.625000 Penalty: 2966.187012
	Iteration 2F: 3 clusters Score -2074598 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -2075494.625000 Penalty: 2966.187012
	Iteration 3F: 3 clusters Score -2075495 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -2076361.000000 Penalty: 2966.187012
	Iteration 4F: 3 clusters Score -2076361 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -2077096.250000 Penalty: 2966.187012
	Iteration 5F: 3 clusters Score -2077096 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -2077700.875000 Penalty: 2966.187012
	Iteration 6F: 3 clusters Score -2077701 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -2078191.750000 Penalty: 2966.187012
	Iteration 7Q: 3 clusters Score -2078192 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -2078522.625000 Penalty: 2966.187012
	Iteration 8Q: 3 clusters Score -2078523 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -2078788.250000 Penalty: 2966.187012
	Iteration 9Q: 3 clusters Score -2078788 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -2078999.750000 Penalty: 2966.187012
	Iteration 10Q: 3 clusters Score -2079000 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -2079141.625000 Penalty: 2966.187012
	Iteration 11Q: 3 clusters Score -2079142 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -2079227.375000 Penalty: 2966.187012
	Iteration 12Q: 3 clusters Score -2079227 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -2079295.375000 Penalty: 2966.187012
	Iteration 13Q: 3 clusters Score -2079295 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -2079363.750000 Penalty: 2966.187012
	Iteration 14Q: 3 clusters Score -2079364 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -2079416.375000 Penalty: 2966.187012
	Iteration 15Q: 3 clusters Score -2079416 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -2079472.250000 Penalty: 2966.187012
	Iteration 16Q: 3 clusters Score -2079472 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -2079516.375000 Penalty: 2966.187012
	Iteration 17Q: 3 clusters Score -2079516 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -2079545.250000 Penalty: 2966.187012
	Iteration 18Q: 3 clusters Score -2079545 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -2079585.625000 Penalty: 2966.187012
	Iteration 19Q: 3 clusters Score -2079586 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -2079620.625000 Penalty: 2966.187012
	Iteration 20F: 3 clusters Score -2079621 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -2079666.500000 Penalty: 2966.187012
	Iteration 21Q: 3 clusters Score -2079666 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -2079708.625000 Penalty: 2966.187012
	Iteration 22Q: 3 clusters Score -2079709 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -2079759.250000 Penalty: 2966.187012
	Iteration 23Q: 3 clusters Score -2079759 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -2079829.875000 Penalty: 2966.187012
	Iteration 24Q: 3 clusters Score -2079830 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -2079890.000000 Penalty: 2966.187012
	Iteration 25Q: 3 clusters Score -2079890 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -2079977.875000 Penalty: 2966.187012
	Iteration 26Q: 3 clusters Score -2079978 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -2080062.500000 Penalty: 2966.187012
	Iteration 27Q: 3 clusters Score -2080062 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -2080166.500000 Penalty: 2966.187012
	Iteration 28Q: 3 clusters Score -2080166 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -2080251.000000 Penalty: 2966.187012
	Iteration 29Q: 3 clusters Score -2080251 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -2080324.750000 Penalty: 2966.187012
	Iteration 30Q: 3 clusters Score -2080325 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -2080422.125000 Penalty: 2966.187012
	Iteration 31Q: 3 clusters Score -2080422 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -2080522.000000 Penalty: 2966.187012
	Iteration 32Q: 3 clusters Score -2080522 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -2080618.500000 Penalty: 2966.187012
	Iteration 33Q: 3 clusters Score -2080618 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -2080703.500000 Penalty: 2966.187012
	Iteration 34Q: 3 clusters Score -2080704 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -2080779.750000 Penalty: 2966.187012
	Iteration 35Q: 3 clusters Score -2080780 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -2080842.000000 Penalty: 2966.187012
	Iteration 36Q: 3 clusters Score -2080842 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -2080906.375000 Penalty: 2966.187012
	Iteration 37Q: 3 clusters Score -2080906 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -2080976.625000 Penalty: 2966.187012
	Iteration 38Q: 3 clusters Score -2080977 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -2081046.250000 Penalty: 2966.187012
	Iteration 39Q: 3 clusters Score -2081046 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -2081122.125000 Penalty: 2966.187012
	Iteration 40F: 3 clusters Score -2081122 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -2081183.500000 Penalty: 2966.187012
	Iteration 41Q: 3 clusters Score -2081184 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -2081233.500000 Penalty: 2966.187012
	Iteration 42Q: 3 clusters Score -2081234 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -2081273.500000 Penalty: 2966.187012
	Iteration 43Q: 3 clusters Score -2081274 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -2081300.000000 Penalty: 2966.187012
	Iteration 44Q: 3 clusters Score -2081300 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -2081328.375000 Penalty: 2966.187012
	Iteration 45Q: 3 clusters Score -2081328 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -2081350.750000 Penalty: 2966.187012
	Iteration 46Q: 3 clusters Score -2081351 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -2081365.875000 Penalty: 2966.187012
	Iteration 47Q: 3 clusters Score -2081366 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -2081391.625000 Penalty: 2966.187012
	Iteration 48Q: 3 clusters Score -2081392 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -2081410.375000 Penalty: 2966.187012
	Iteration 49Q: 3 clusters Score -2081410 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -2081418.000000 Penalty: 2966.187012
	Iteration 50Q: 3 clusters Score -2081418 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -2081425.625000 Penalty: 2966.187012
	Iteration 51Q: 3 clusters Score -2081426 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -2081434.250000 Penalty: 2966.187012
	Iteration 52Q: 3 clusters Score -2081434 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -2081444.625000 Penalty: 2966.187012
	Iteration 53Q: 3 clusters Score -2081445 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -2081451.000000 Penalty: 2966.187012
	Iteration 54Q: 3 clusters Score -2081451 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -2081466.375000 Penalty: 2966.187012
	Iteration 55Q: 3 clusters Score -2081466 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -2081474.750000 Penalty: 2966.187012
	Iteration 56Q: 3 clusters Score -2081475 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -2081476.500000 Penalty: 2966.187012
	Iteration 57Q: 3 clusters Score -2081476 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -2081482.125000 Penalty: 2966.187012
	Iteration 58Q: 3 clusters Score -2081482 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -2081490.125000 Penalty: 2966.187012
	Iteration 59Q: 3 clusters Score -2081490 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -2081492.375000 Penalty: 2966.187012
	Iteration 60F: 3 clusters Score -2081492 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -2081494.000000 Penalty: 2966.187012
	Iteration 61Q: 3 clusters Score -2081494 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -2081499.750000 Penalty: 2966.187012
	Iteration 62Q: 3 clusters Score -2081500 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -2081504.125000 Penalty: 2966.187012
	Iteration 63Q: 3 clusters Score -2081504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -2081500.625000 Penalty: 2966.187012
	Iteration 64Q: 3 clusters Score -2081501 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -2081503.000000 Penalty: 2966.187012
	Iteration 65Q: 3 clusters Score -2081503 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -2081504.250000 Penalty: 2966.187012
	Iteration 66Q: 3 clusters Score -2081504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -2081505.250000 Penalty: 2966.187012
	Iteration 67Q: 3 clusters Score -2081505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -2081501.375000 Penalty: 2966.187012
	Iteration 68Q: 3 clusters Score -2081501 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -2081504.375000 Penalty: 2966.187012
	Iteration 69Q: 3 clusters Score -2081504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -2081503.375000 Penalty: 2966.187012
	Iteration 70Q: 3 clusters Score -2081503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -2081506.125000 Penalty: 2966.187012
	Iteration 71Q: 3 clusters Score -2081506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -2081505.500000 Penalty: 2966.187012
	Iteration 72Q: 3 clusters Score -2081506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -2081513.000000 Penalty: 2966.187012
	Iteration 73Q: 3 clusters Score -2081513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -2081510.500000 Penalty: 2966.187012
	Iteration 74Q: 3 clusters Score -2081510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -2081512.375000 Penalty: 2966.187012
	Iteration 75Q: 3 clusters Score -2081512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -2081519.625000 Penalty: 2966.187012
	Iteration 76Q: 3 clusters Score -2081520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -2081519.500000 Penalty: 2966.187012
	Iteration 77Q: 3 clusters Score -2081520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -2081518.750000 Penalty: 2966.187012
	Iteration 78Q: 3 clusters Score -2081519 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -2081521.375000 Penalty: 2966.187012
	Iteration 79Q: 3 clusters Score -2081521 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -2081523.625000 Penalty: 2966.187012
	Iteration 80F: 3 clusters Score -2081524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -2081523.125000 Penalty: 2966.187012
	Iteration 81Q: 3 clusters Score -2081523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -2081527.250000 Penalty: 2966.187012
	Iteration 82Q: 3 clusters Score -2081527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -2081529.125000 Penalty: 2966.187012
	Iteration 83Q: 3 clusters Score -2081529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -2081530.500000 Penalty: 2966.187012
	Iteration 84Q: 3 clusters Score -2081530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -2081536.500000 Penalty: 2966.187012
	Iteration 85Q: 3 clusters Score -2081536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -2081535.250000 Penalty: 2966.187012
	Iteration 86Q: 3 clusters Score -2081535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -2081534.125000 Penalty: 2966.187012
	Iteration 87Q: 3 clusters Score -2081534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -2081534.125000 Penalty: 2966.187012
	Iteration 88F: 3 clusters Score -2081534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Entering Unmasked Estep 
Score: -479783.000000 Penalty: 1256.111206
	Iteration 0F: 2 clusters Score -479783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -476367.687500 Penalty: 2512.222412
	Iteration 0F: 3 clusters Score -476367.7 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -477631.156250 Penalty: 2512.222412
	Iteration 1F: 3 clusters Score -477631.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -478154.812500 Penalty: 2512.222412
	Iteration 2F: 3 clusters Score -478154.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -478614.593750 Penalty: 2512.222412
	Iteration 3F: 3 clusters Score -478614.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -479042.093750 Penalty: 2512.222412
	Iteration 4F: 3 clusters Score -479042.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -479396.218750 Penalty: 2512.222412
	Iteration 5F: 3 clusters Score -479396.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -479681.937500 Penalty: 2512.222412
	Iteration 6F: 3 clusters Score -479681.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -479901.218750 Penalty: 2512.222412
	Iteration 7Q: 3 clusters Score -479901.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -480075.031250 Penalty: 2512.222412
	Iteration 8Q: 3 clusters Score -480075 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -480185.343750 Penalty: 2512.222412
	Iteration 9Q: 3 clusters Score -480185.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -480249.343750 Penalty: 2512.222412
	Iteration 10Q: 3 clusters Score -480249.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -480283.906250 Penalty: 2512.222412
	Iteration 11Q: 3 clusters Score -480283.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -480306.375000 Penalty: 2512.222412
	Iteration 12Q: 3 clusters Score -480306.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -480322.156250 Penalty: 2512.222412
	Iteration 13Q: 3 clusters Score -480322.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -480333.906250 Penalty: 2512.222412
	Iteration 14Q: 3 clusters Score -480333.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -480340.937500 Penalty: 2512.222412
	Iteration 15Q: 3 clusters Score -480340.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -480348.781250 Penalty: 2512.222412
	Iteration 16Q: 3 clusters Score -480348.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -480353.593750 Penalty: 2512.222412
	Iteration 17Q: 3 clusters Score -480353.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -480354.968750 Penalty: 2512.222412
	Iteration 18Q: 3 clusters Score -480355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -480357.281250 Penalty: 2512.222412
	Iteration 19Q: 3 clusters Score -480357.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -480358.343750 Penalty: 2512.222412
	Iteration 20F: 3 clusters Score -480358.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -480361.187500 Penalty: 2512.222412
	Iteration 21Q: 3 clusters Score -480361.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -480363.093750 Penalty: 2512.222412
	Iteration 22Q: 3 clusters Score -480363.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -480367.562500 Penalty: 2512.222412
	Iteration 23Q: 3 clusters Score -480367.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -480368.656250 Penalty: 2512.222412
	Iteration 24Q: 3 clusters Score -480368.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -480371.187500 Penalty: 2512.222412
	Iteration 25Q: 3 clusters Score -480371.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -480372.375000 Penalty: 2512.222412
	Iteration 26Q: 3 clusters Score -480372.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -480372.375000 Penalty: 2512.222412
	Iteration 27F: 3 clusters Score -480372.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 43764 members 
Mstep: Class 2 contains 789 members 
Mstep: Class 3 contains 52504 members 
Mstep: Class 4 contains 8721 members 
Mstep: Class 5 contains 136061 members 
Mstep: Class 6 contains 32859 members 
Mstep: Class 7 contains 50786 members 
Mstep: Class 8 contains 3784 members 
Mstep: Class 9 contains 10330 members 
Mstep: Class 10 contains 9659 members 
Mstep: Class 11 contains 6981 members 
Mstep: Class 12 contains 21312 members 
Mstep: Class 13 contains 4016 members 
Mstep: Class 14 contains 4569 members 
Mstep: Class 15 contains 9416 members 
Mstep: Class 16 contains 34661 members 
Mstep: Class 17 contains 37207 members 
Mstep: Class 18 contains 25443 members 
Mstep: Class 19 contains 13341 members 
Mstep: Class 20 contains 4996 members 
Mstep: Class 21 contains 41399 members 
Mstep: Class 22 contains 8527 members 
Mstep: Class 23 contains 4485 members 
Mstep: Class 24 contains 6391 members 
Mstep: Class 25 contains 14676 members 
Mstep: Class 26 contains 3728 members 
Mstep: Class 27 contains 17876 members 
Mstep: Class 28 contains 16006 members 
Mstep: Class 29 contains 17358 members 
Mstep: Class 30 contains 16380 members 
Mstep: Class 31 contains 9390 members 
Mstep: Class 32 contains 120056 members 
Mstep: Class 33 contains 17597 members 
Mstep: Class 34 contains 8877 members 
Mstep: Class 35 contains 22958 members 
Mstep: Class 36 contains 2022 members 
Mstep: Class 37 contains 36448 members 
Mstep: Class 38 contains 5222 members 
Mstep: Class 39 contains 17055 members 
Mstep: Class 40 contains 1469 members 
Mstep: Class 41 contains 620 members 
Entering Unmasked Estep 
Score: -88010920.000000 Penalty: 83641.593750
Splitting cluster 13 changes total score from -87980040.000000 to -88010920.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 14 (4569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Entering Unmasked Estep 
Score: -425071.625000 Penalty: 1253.945068
	Iteration 0F: 2 clusters Score -425071.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -421789.250000 Penalty: 2507.890137
	Iteration 0F: 3 clusters Score -421789.2 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -422828.968750 Penalty: 2507.890137
	Iteration 1F: 3 clusters Score -422829 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -423149.906250 Penalty: 2507.890137
	Iteration 2F: 3 clusters Score -423149.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -423441.312500 Penalty: 2507.890137
	Iteration 3F: 3 clusters Score -423441.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -423687.062500 Penalty: 2507.890137
	Iteration 4F: 3 clusters Score -423687.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -423897.625000 Penalty: 2507.890137
	Iteration 5F: 3 clusters Score -423897.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -424080.156250 Penalty: 2507.890137
	Iteration 6Q: 3 clusters Score -424080.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -424235.687500 Penalty: 2507.890137
	Iteration 7Q: 3 clusters Score -424235.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -424350.875000 Penalty: 2507.890137
	Iteration 8Q: 3 clusters Score -424350.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -424452.312500 Penalty: 2507.890137
	Iteration 9Q: 3 clusters Score -424452.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -424518.031250 Penalty: 2507.890137
	Iteration 10Q: 3 clusters Score -424518 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -424564.468750 Penalty: 2507.890137
	Iteration 11Q: 3 clusters Score -424564.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -424607.812500 Penalty: 2507.890137
	Iteration 12Q: 3 clusters Score -424607.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -424634.843750 Penalty: 2507.890137
	Iteration 13Q: 3 clusters Score -424634.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -424656.187500 Penalty: 2507.890137
	Iteration 14Q: 3 clusters Score -424656.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -424673.312500 Penalty: 2507.890137
	Iteration 15Q: 3 clusters Score -424673.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -424684.781250 Penalty: 2507.890137
	Iteration 16Q: 3 clusters Score -424684.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -424695.437500 Penalty: 2507.890137
	Iteration 17Q: 3 clusters Score -424695.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -424701.062500 Penalty: 2507.890137
	Iteration 18Q: 3 clusters Score -424701.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -424702.156250 Penalty: 2507.890137
	Iteration 19Q: 3 clusters Score -424702.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -424703.437500 Penalty: 2507.890137
	Iteration 20F: 3 clusters Score -424703.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -424704.687500 Penalty: 2507.890137
	Iteration 21Q: 3 clusters Score -424704.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -424707.656250 Penalty: 2507.890137
	Iteration 22Q: 3 clusters Score -424707.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -424710.968750 Penalty: 2507.890137
	Iteration 23Q: 3 clusters Score -424711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -424714.218750 Penalty: 2507.890137
	Iteration 24Q: 3 clusters Score -424714.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -424716.656250 Penalty: 2507.890137
	Iteration 25Q: 3 clusters Score -424716.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -424719.281250 Penalty: 2507.890137
	Iteration 26Q: 3 clusters Score -424719.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -424721.906250 Penalty: 2507.890137
	Iteration 27Q: 3 clusters Score -424721.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -424724.812500 Penalty: 2507.890137
	Iteration 28Q: 3 clusters Score -424724.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -424728.875000 Penalty: 2507.890137
	Iteration 29Q: 3 clusters Score -424728.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -424732.718750 Penalty: 2507.890137
	Iteration 30Q: 3 clusters Score -424732.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -424734.781250 Penalty: 2507.890137
	Iteration 31Q: 3 clusters Score -424734.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -424735.656250 Penalty: 2507.890137
	Iteration 32Q: 3 clusters Score -424735.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -424736.875000 Penalty: 2507.890137
	Iteration 33Q: 3 clusters Score -424736.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -424737.375000 Penalty: 2507.890137
	Iteration 34Q: 3 clusters Score -424737.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -424738.375000 Penalty: 2507.890137
	Iteration 35Q: 3 clusters Score -424738.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -424739.156250 Penalty: 2507.890137
	Iteration 36Q: 3 clusters Score -424739.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -424739.718750 Penalty: 2507.890137
	Iteration 37Q: 3 clusters Score -424739.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -424739.718750 Penalty: 2507.890137
	Iteration 38F: 3 clusters Score -424739.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Entering Unmasked Estep 
Score: -940948.562500 Penalty: 1361.544678
	Iteration 0F: 2 clusters Score -940948.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -934564.000000 Penalty: 2723.089355
	Iteration 0F: 3 clusters Score -934564 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -936653.312500 Penalty: 2723.089355
	Iteration 1F: 3 clusters Score -936653.3 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -937023.562500 Penalty: 2723.089355
	Iteration 2F: 3 clusters Score -937023.6 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -937388.562500 Penalty: 2723.089355
	Iteration 3F: 3 clusters Score -937388.6 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -937805.687500 Penalty: 2723.089355
	Iteration 4F: 3 clusters Score -937805.7 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -938362.875000 Penalty: 2723.089355
	Iteration 5F: 3 clusters Score -938362.9 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -939000.125000 Penalty: 2723.089355
	Iteration 6F: 3 clusters Score -939000.1 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -939648.562500 Penalty: 2723.089355
	Iteration 7F: 3 clusters Score -939648.6 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -940259.187500 Penalty: 2723.089355
	Iteration 8F: 3 clusters Score -940259.2 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -940801.750000 Penalty: 2723.089355
	Iteration 9F: 3 clusters Score -940801.8 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -941238.250000 Penalty: 2723.089355
	Iteration 10Q: 3 clusters Score -941238.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -941591.312500 Penalty: 2723.089355
	Iteration 11Q: 3 clusters Score -941591.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -941898.750000 Penalty: 2723.089355
	Iteration 12Q: 3 clusters Score -941898.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -942231.875000 Penalty: 2723.089355
	Iteration 13Q: 3 clusters Score -942231.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -942587.312500 Penalty: 2723.089355
	Iteration 14Q: 3 clusters Score -942587.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -942863.062500 Penalty: 2723.089355
	Iteration 15Q: 3 clusters Score -942863.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -943017.375000 Penalty: 2723.089355
	Iteration 16Q: 3 clusters Score -943017.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -943094.625000 Penalty: 2723.089355
	Iteration 17Q: 3 clusters Score -943094.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -943140.562500 Penalty: 2723.089355
	Iteration 18Q: 3 clusters Score -943140.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -943165.875000 Penalty: 2723.089355
	Iteration 19Q: 3 clusters Score -943165.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -943180.875000 Penalty: 2723.089355
	Iteration 20F: 3 clusters Score -943180.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -943194.875000 Penalty: 2723.089355
	Iteration 21Q: 3 clusters Score -943194.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -943201.500000 Penalty: 2723.089355
	Iteration 22Q: 3 clusters Score -943201.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -943206.000000 Penalty: 2723.089355
	Iteration 23Q: 3 clusters Score -943206 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -943210.312500 Penalty: 2723.089355
	Iteration 24Q: 3 clusters Score -943210.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -943212.875000 Penalty: 2723.089355
	Iteration 25Q: 3 clusters Score -943212.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -943214.250000 Penalty: 2723.089355
	Iteration 26Q: 3 clusters Score -943214.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -943216.125000 Penalty: 2723.089355
	Iteration 27Q: 3 clusters Score -943216.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -943214.250000 Penalty: 2723.089355
	Iteration 28Q: 3 clusters Score -943214.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -943215.125000 Penalty: 2723.089355
	Iteration 29Q: 3 clusters Score -943215.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -943214.750000 Penalty: 2723.089355
	Iteration 30Q: 3 clusters Score -943214.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -943216.187500 Penalty: 2723.089355
	Iteration 31Q: 3 clusters Score -943216.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -943216.437500 Penalty: 2723.089355
	Iteration 32Q: 3 clusters Score -943216.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -943218.125000 Penalty: 2723.089355
	Iteration 33Q: 3 clusters Score -943218.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -943221.000000 Penalty: 2723.089355
	Iteration 34Q: 3 clusters Score -943221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -943220.062500 Penalty: 2723.089355
	Iteration 35Q: 3 clusters Score -943220.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -943221.500000 Penalty: 2723.089355
	Iteration 36Q: 3 clusters Score -943221.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -943222.812500 Penalty: 2723.089355
	Iteration 37Q: 3 clusters Score -943222.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -943223.000000 Penalty: 2723.089355
	Iteration 38Q: 3 clusters Score -943223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -943223.562500 Penalty: 2723.089355
	Iteration 39Q: 3 clusters Score -943223.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -943223.562500 Penalty: 2723.089355
	Iteration 40F: 3 clusters Score -943223.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 43764 members 
Mstep: Class 2 contains 789 members 
Mstep: Class 3 contains 52504 members 
Mstep: Class 4 contains 8721 members 
Mstep: Class 5 contains 136061 members 
Mstep: Class 6 contains 32859 members 
Mstep: Class 7 contains 50786 members 
Mstep: Class 8 contains 3784 members 
Mstep: Class 9 contains 10330 members 
Mstep: Class 10 contains 9659 members 
Mstep: Class 11 contains 6981 members 
Mstep: Class 12 contains 21312 members 
Mstep: Class 13 contains 4016 members 
Mstep: Class 14 contains 4569 members 
Mstep: Class 15 contains 2644 members 
Mstep: Class 16 contains 34661 members 
Mstep: Class 17 contains 37207 members 
Mstep: Class 18 contains 25443 members 
Mstep: Class 19 contains 13341 members 
Mstep: Class 20 contains 4996 members 
Mstep: Class 21 contains 41399 members 
Mstep: Class 22 contains 8527 members 
Mstep: Class 23 contains 4485 members 
Mstep: Class 24 contains 6391 members 
Mstep: Class 25 contains 14676 members 
Mstep: Class 26 contains 3728 members 
Mstep: Class 27 contains 17876 members 
Mstep: Class 28 contains 16006 members 
Mstep: Class 29 contains 17358 members 
Mstep: Class 30 contains 16380 members 
Mstep: Class 31 contains 9390 members 
Mstep: Class 32 contains 120056 members 
Mstep: Class 33 contains 17597 members 
Mstep: Class 34 contains 8877 members 
Mstep: Class 35 contains 22958 members 
Mstep: Class 36 contains 2022 members 
Mstep: Class 37 contains 36448 members 
Mstep: Class 38 contains 5222 members 
Mstep: Class 39 contains 17055 members 
Mstep: Class 40 contains 1469 members 
Mstep: Class 41 contains 620 members 
Mstep: Class 42 contains 6772 members 
Entering Unmasked Estep 
Score: -88012520.000000 Penalty: 85681.632812
Splitting cluster 15 changes total score from -87980040.000000 to -88012520.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 16 (34661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34661 members 
Entering Unmasked Estep 
Score: -3596318.500000 Penalty: 1555.461548
	Iteration 0F: 2 clusters Score -3596318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -3573694.750000 Penalty: 3110.923096
	Iteration 0F: 3 clusters Score -3573695 nChanged 15741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -3582473.500000 Penalty: 3110.923096
	Iteration 1F: 3 clusters Score -3582474 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -3583170.250000 Penalty: 3110.923096
	Iteration 2F: 3 clusters Score -3583170 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -3583823.250000 Penalty: 3110.923096
	Iteration 3Q: 3 clusters Score -3583823 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -3584543.500000 Penalty: 3110.923096
	Iteration 4Q: 3 clusters Score -3584544 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -3585536.750000 Penalty: 3110.923096
	Iteration 5F: 3 clusters Score -3585537 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24820 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -3586924.750000 Penalty: 3110.923096
	Iteration 6F: 3 clusters Score -3586925 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -3588781.000000 Penalty: 3110.923096
	Iteration 7F: 3 clusters Score -3588781 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29593 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -3590752.750000 Penalty: 3110.923096
	Iteration 8F: 3 clusters Score -3590753 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31586 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -3592522.250000 Penalty: 3110.923096
	Iteration 9F: 3 clusters Score -3592522 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32910 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -3593670.500000 Penalty: 3110.923096
	Iteration 10Q: 3 clusters Score -3593670 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33674 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -3594321.000000 Penalty: 3110.923096
	Iteration 11Q: 3 clusters Score -3594321 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34034 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3594641.000000 Penalty: 3110.923096
	Iteration 12Q: 3 clusters Score -3594641 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34198 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -3594796.750000 Penalty: 3110.923096
	Iteration 13Q: 3 clusters Score -3594797 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34285 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -3594894.250000 Penalty: 3110.923096
	Iteration 14Q: 3 clusters Score -3594894 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34330 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3594954.750000 Penalty: 3110.923096
	Iteration 15Q: 3 clusters Score -3594955 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34356 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3594995.000000 Penalty: 3110.923096
	Iteration 16Q: 3 clusters Score -3594995 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34370 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -3595031.500000 Penalty: 3110.923096
	Iteration 17Q: 3 clusters Score -3595032 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34383 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -3595046.500000 Penalty: 3110.923096
	Iteration 18Q: 3 clusters Score -3595046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34389 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -3595056.250000 Penalty: 3110.923096
	Iteration 19Q: 3 clusters Score -3595056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34393 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -3595066.250000 Penalty: 3110.923096
	Iteration 20F: 3 clusters Score -3595066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34394 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3595068.000000 Penalty: 3110.923096
	Iteration 21Q: 3 clusters Score -3595068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34396 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -3595069.750000 Penalty: 3110.923096
	Iteration 22Q: 3 clusters Score -3595070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34397 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3595066.750000 Penalty: 3110.923096
	Iteration 23Q: 3 clusters Score -3595067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34396 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -3595067.750000 Penalty: 3110.923096
	Iteration 24Q: 3 clusters Score -3595068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34396 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -3595067.750000 Penalty: 3110.923096
	Iteration 25F: 3 clusters Score -3595068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (37207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37207 members 
Entering Unmasked Estep 
Score: -3848523.000000 Penalty: 1566.008667
	Iteration 0F: 2 clusters Score -3848523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -3824233.750000 Penalty: 3132.017334
	Iteration 0F: 3 clusters Score -3824234 nChanged 16968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -3833469.000000 Penalty: 3132.017334
	Iteration 1F: 3 clusters Score -3833469 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -3833970.250000 Penalty: 3132.017334
	Iteration 2Q: 3 clusters Score -3833970 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -3834403.750000 Penalty: 3132.017334
	Iteration 3Q: 3 clusters Score -3834404 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -3834873.500000 Penalty: 3132.017334
	Iteration 4Q: 3 clusters Score -3834874 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -3835298.000000 Penalty: 3132.017334
	Iteration 5Q: 3 clusters Score -3835298 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -3835746.500000 Penalty: 3132.017334
	Iteration 6Q: 3 clusters Score -3835746 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -3836253.750000 Penalty: 3132.017334
	Iteration 7Q: 3 clusters Score -3836254 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -3836752.500000 Penalty: 3132.017334
	Iteration 8Q: 3 clusters Score -3836752 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -3837300.750000 Penalty: 3132.017334
	Iteration 9Q: 3 clusters Score -3837301 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -3837940.000000 Penalty: 3132.017334
	Iteration 10Q: 3 clusters Score -3837940 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -3838691.000000 Penalty: 3132.017334
	Iteration 11Q: 3 clusters Score -3838691 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -3839563.250000 Penalty: 3132.017334
	Iteration 12Q: 3 clusters Score -3839563 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25257 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -3840474.000000 Penalty: 3132.017334
	Iteration 13Q: 3 clusters Score -3840474 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26794 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -3841567.250000 Penalty: 3132.017334
	Iteration 14Q: 3 clusters Score -3841567 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -3842716.000000 Penalty: 3132.017334
	Iteration 15Q: 3 clusters Score -3842716 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29960 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -3843810.750000 Penalty: 3132.017334
	Iteration 16Q: 3 clusters Score -3843811 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31341 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -3844852.500000 Penalty: 3132.017334
	Iteration 17Q: 3 clusters Score -3844852 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32529 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -3845729.000000 Penalty: 3132.017334
	Iteration 18Q: 3 clusters Score -3845729 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33476 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -3846424.750000 Penalty: 3132.017334
	Iteration 19Q: 3 clusters Score -3846425 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34160 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -3846904.750000 Penalty: 3132.017334
	Iteration 20F: 3 clusters Score -3846905 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34653 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -3847236.500000 Penalty: 3132.017334
	Iteration 21Q: 3 clusters Score -3847236 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35013 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -3847454.000000 Penalty: 3132.017334
	Iteration 22Q: 3 clusters Score -3847454 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35260 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -3847590.250000 Penalty: 3132.017334
	Iteration 23Q: 3 clusters Score -3847590 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35443 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -3847699.500000 Penalty: 3132.017334
	Iteration 24Q: 3 clusters Score -3847700 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35570 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -3847778.750000 Penalty: 3132.017334
	Iteration 25Q: 3 clusters Score -3847779 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35650 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -3847830.500000 Penalty: 3132.017334
	Iteration 26Q: 3 clusters Score -3847830 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35706 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -3847863.000000 Penalty: 3132.017334
	Iteration 27Q: 3 clusters Score -3847863 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35760 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -3847893.500000 Penalty: 3132.017334
	Iteration 28Q: 3 clusters Score -3847894 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35808 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -3847928.750000 Penalty: 3132.017334
	Iteration 29Q: 3 clusters Score -3847929 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35836 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -3847943.250000 Penalty: 3132.017334
	Iteration 30Q: 3 clusters Score -3847943 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35863 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -3847959.750000 Penalty: 3132.017334
	Iteration 31Q: 3 clusters Score -3847960 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35893 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -3847979.000000 Penalty: 3132.017334
	Iteration 32Q: 3 clusters Score -3847979 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35918 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -3847993.000000 Penalty: 3132.017334
	Iteration 33Q: 3 clusters Score -3847993 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35928 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -3848004.000000 Penalty: 3132.017334
	Iteration 34Q: 3 clusters Score -3848004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35935 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -3848005.750000 Penalty: 3132.017334
	Iteration 35Q: 3 clusters Score -3848006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35942 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -3847999.500000 Penalty: 3132.017334
	Iteration 36Q: 3 clusters Score -3848000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35946 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -3848009.000000 Penalty: 3132.017334
	Iteration 37Q: 3 clusters Score -3848009 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35953 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -3848011.500000 Penalty: 3132.017334
	Iteration 38Q: 3 clusters Score -3848012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35959 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -3848016.750000 Penalty: 3132.017334
	Iteration 39Q: 3 clusters Score -3848017 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35967 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -3848025.750000 Penalty: 3132.017334
	Iteration 40F: 3 clusters Score -3848026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35973 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -3848030.250000 Penalty: 3132.017334
	Iteration 41Q: 3 clusters Score -3848030 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35982 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -3848037.500000 Penalty: 3132.017334
	Iteration 42Q: 3 clusters Score -3848038 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35992 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -3848046.750000 Penalty: 3132.017334
	Iteration 43Q: 3 clusters Score -3848047 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35991 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -3848052.750000 Penalty: 3132.017334
	Iteration 44Q: 3 clusters Score -3848053 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35996 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -3848060.000000 Penalty: 3132.017334
	Iteration 45Q: 3 clusters Score -3848060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35997 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -3848064.250000 Penalty: 3132.017334
	Iteration 46Q: 3 clusters Score -3848064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36004 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -3848071.250000 Penalty: 3132.017334
	Iteration 47Q: 3 clusters Score -3848071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36012 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -3848068.750000 Penalty: 3132.017334
	Iteration 48Q: 3 clusters Score -3848069 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36020 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3848076.250000 Penalty: 3132.017334
	Iteration 49Q: 3 clusters Score -3848076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36026 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -3848081.000000 Penalty: 3132.017334
	Iteration 50Q: 3 clusters Score -3848081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36028 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3848080.750000 Penalty: 3132.017334
	Iteration 51Q: 3 clusters Score -3848081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36030 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -3848079.250000 Penalty: 3132.017334
	Iteration 52Q: 3 clusters Score -3848079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36031 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -3848081.250000 Penalty: 3132.017334
	Iteration 53Q: 3 clusters Score -3848081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36031 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -3848081.250000 Penalty: 3132.017334
	Iteration 54F: 3 clusters Score -3848081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25443 members 
Entering Unmasked Estep 
Score: -2635239.250000 Penalty: 1509.456299
	Iteration 0F: 2 clusters Score -2635239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -2618625.750000 Penalty: 3018.912598
	Iteration 0F: 3 clusters Score -2618626 nChanged 11337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -2624923.500000 Penalty: 3018.912598
	Iteration 1F: 3 clusters Score -2624924 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -2625571.250000 Penalty: 3018.912598
	Iteration 2F: 3 clusters Score -2625571 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -2626260.250000 Penalty: 3018.912598
	Iteration 3F: 3 clusters Score -2626260 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -2627043.500000 Penalty: 3018.912598
	Iteration 4F: 3 clusters Score -2627044 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -2627888.750000 Penalty: 3018.912598
	Iteration 5F: 3 clusters Score -2627889 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -2628893.750000 Penalty: 3018.912598
	Iteration 6F: 3 clusters Score -2628894 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -2630032.750000 Penalty: 3018.912598
	Iteration 7F: 3 clusters Score -2630033 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -2631140.250000 Penalty: 3018.912598
	Iteration 8Q: 3 clusters Score -2631140 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -2632255.500000 Penalty: 3018.912598
	Iteration 9Q: 3 clusters Score -2632256 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -2633275.500000 Penalty: 3018.912598
	Iteration 10Q: 3 clusters Score -2633276 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -2634076.250000 Penalty: 3018.912598
	Iteration 11Q: 3 clusters Score -2634076 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -2634793.000000 Penalty: 3018.912598
	Iteration 12Q: 3 clusters Score -2634793 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -2635647.500000 Penalty: 3018.912598
	Iteration 13Q: 3 clusters Score -2635648 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -2636596.000000 Penalty: 3018.912598
	Iteration 14Q: 3 clusters Score -2636596 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -2637641.000000 Penalty: 3018.912598
	Iteration 15Q: 3 clusters Score -2637641 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -2638871.000000 Penalty: 3018.912598
	Iteration 16Q: 3 clusters Score -2638871 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -2640469.250000 Penalty: 3018.912598
	Iteration 17F: 3 clusters Score -2640469 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -2642524.500000 Penalty: 3018.912598
	Iteration 18F: 3 clusters Score -2642524 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -2644901.750000 Penalty: 3018.912598
	Iteration 19F: 3 clusters Score -2644902 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -2647231.000000 Penalty: 3018.912598
	Iteration 20F: 3 clusters Score -2647231 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -2649339.500000 Penalty: 3018.912598
	Iteration 21Q: 3 clusters Score -2649340 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -2650598.500000 Penalty: 3018.912598
	Iteration 22Q: 3 clusters Score -2650598 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -2650887.500000 Penalty: 3018.912598
	Iteration 23Q: 3 clusters Score -2650888 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -2650921.500000 Penalty: 3018.912598
	Iteration 24Q: 3 clusters Score -2650922 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -2650926.500000 Penalty: 3018.912598
	Iteration 25Q: 3 clusters Score -2650926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -2650925.250000 Penalty: 3018.912598
	Iteration 26Q: 3 clusters Score -2650925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -2650923.250000 Penalty: 3018.912598
	Iteration 27Q: 3 clusters Score -2650923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -2650923.250000 Penalty: 3018.912598
	Iteration 28F: 3 clusters Score -2650923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 43764 members 
Mstep: Class 2 contains 789 members 
Mstep: Class 3 contains 52504 members 
Mstep: Class 4 contains 8721 members 
Mstep: Class 5 contains 136061 members 
Mstep: Class 6 contains 32859 members 
Mstep: Class 7 contains 50786 members 
Mstep: Class 8 contains 3784 members 
Mstep: Class 9 contains 10330 members 
Mstep: Class 10 contains 9659 members 
Mstep: Class 11 contains 6981 members 
Mstep: Class 12 contains 21312 members 
Mstep: Class 13 contains 4016 members 
Mstep: Class 14 contains 4569 members 
Mstep: Class 15 contains 2644 members 
Mstep: Class 16 contains 34661 members 
Mstep: Class 17 contains 37207 members 
Mstep: Class 18 contains 10954 members 
Mstep: Class 19 contains 13341 members 
Mstep: Class 20 contains 4996 members 
Mstep: Class 21 contains 41399 members 
Mstep: Class 22 contains 8527 members 
Mstep: Class 23 contains 4485 members 
Mstep: Class 24 contains 6391 members 
Mstep: Class 25 contains 14676 members 
Mstep: Class 26 contains 3728 members 
Mstep: Class 27 contains 17876 members 
Mstep: Class 28 contains 16006 members 
Mstep: Class 29 contains 17358 members 
Mstep: Class 30 contains 16380 members 
Mstep: Class 31 contains 9390 members 
Mstep: Class 32 contains 120056 members 
Mstep: Class 33 contains 17597 members 
Mstep: Class 34 contains 8877 members 
Mstep: Class 35 contains 22958 members 
Mstep: Class 36 contains 2022 members 
Mstep: Class 37 contains 36448 members 
Mstep: Class 38 contains 5222 members 
Mstep: Class 39 contains 17055 members 
Mstep: Class 40 contains 1469 members 
Mstep: Class 41 contains 620 members 
Mstep: Class 42 contains 6772 members 
Mstep: Class 43 contains 14489 members 
Entering Unmasked Estep 
Score: -88027824.000000 Penalty: 87721.671875
Splitting cluster 18 changes total score from -87980040.000000 to -88027824.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 19 (13341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Entering Unmasked Estep 
Score: -1288526.250000 Penalty: 1413.391235
	Iteration 0F: 2 clusters Score -1288526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1279719.625000 Penalty: 2826.782471
	Iteration 0F: 3 clusters Score -1279720 nChanged 5619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1282829.750000 Penalty: 2826.782471
	Iteration 1F: 3 clusters Score -1282830 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1283422.500000 Penalty: 2826.782471
	Iteration 2F: 3 clusters Score -1283422 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1284046.375000 Penalty: 2826.782471
	Iteration 3F: 3 clusters Score -1284046 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1284820.500000 Penalty: 2826.782471
	Iteration 4F: 3 clusters Score -1284820 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1285808.625000 Penalty: 2826.782471
	Iteration 5F: 3 clusters Score -1285809 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1286696.250000 Penalty: 2826.782471
	Iteration 6F: 3 clusters Score -1286696 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1287289.625000 Penalty: 2826.782471
	Iteration 7F: 3 clusters Score -1287290 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1287616.500000 Penalty: 2826.782471
	Iteration 8Q: 3 clusters Score -1287616 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1287787.625000 Penalty: 2826.782471
	Iteration 9Q: 3 clusters Score -1287788 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1287899.125000 Penalty: 2826.782471
	Iteration 10Q: 3 clusters Score -1287899 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1287969.875000 Penalty: 2826.782471
	Iteration 11Q: 3 clusters Score -1287970 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1288017.625000 Penalty: 2826.782471
	Iteration 12Q: 3 clusters Score -1288018 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1288074.125000 Penalty: 2826.782471
	Iteration 13Q: 3 clusters Score -1288074 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1288124.500000 Penalty: 2826.782471
	Iteration 14Q: 3 clusters Score -1288124 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1288164.875000 Penalty: 2826.782471
	Iteration 15Q: 3 clusters Score -1288165 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1288196.500000 Penalty: 2826.782471
	Iteration 16Q: 3 clusters Score -1288196 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1288225.000000 Penalty: 2826.782471
	Iteration 17Q: 3 clusters Score -1288225 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1288256.750000 Penalty: 2826.782471
	Iteration 18Q: 3 clusters Score -1288257 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1288296.500000 Penalty: 2826.782471
	Iteration 19Q: 3 clusters Score -1288296 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1288333.500000 Penalty: 2826.782471
	Iteration 20F: 3 clusters Score -1288334 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1288378.000000 Penalty: 2826.782471
	Iteration 21Q: 3 clusters Score -1288378 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1288424.375000 Penalty: 2826.782471
	Iteration 22Q: 3 clusters Score -1288424 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1288470.000000 Penalty: 2826.782471
	Iteration 23Q: 3 clusters Score -1288470 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1288504.875000 Penalty: 2826.782471
	Iteration 24Q: 3 clusters Score -1288505 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1288535.750000 Penalty: 2826.782471
	Iteration 25Q: 3 clusters Score -1288536 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1288556.250000 Penalty: 2826.782471
	Iteration 26Q: 3 clusters Score -1288556 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1288576.000000 Penalty: 2826.782471
	Iteration 27Q: 3 clusters Score -1288576 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1288591.000000 Penalty: 2826.782471
	Iteration 28Q: 3 clusters Score -1288591 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1288601.000000 Penalty: 2826.782471
	Iteration 29Q: 3 clusters Score -1288601 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1288615.000000 Penalty: 2826.782471
	Iteration 30Q: 3 clusters Score -1288615 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1288624.250000 Penalty: 2826.782471
	Iteration 31Q: 3 clusters Score -1288624 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1288636.625000 Penalty: 2826.782471
	Iteration 32Q: 3 clusters Score -1288637 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1288645.625000 Penalty: 2826.782471
	Iteration 33Q: 3 clusters Score -1288646 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1288653.125000 Penalty: 2826.782471
	Iteration 34Q: 3 clusters Score -1288653 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1288658.625000 Penalty: 2826.782471
	Iteration 35Q: 3 clusters Score -1288659 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1288672.500000 Penalty: 2826.782471
	Iteration 36Q: 3 clusters Score -1288672 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1288680.500000 Penalty: 2826.782471
	Iteration 37Q: 3 clusters Score -1288680 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1288682.625000 Penalty: 2826.782471
	Iteration 38Q: 3 clusters Score -1288683 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1288685.750000 Penalty: 2826.782471
	Iteration 39Q: 3 clusters Score -1288686 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1288693.250000 Penalty: 2826.782471
	Iteration 40F: 3 clusters Score -1288693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1288694.375000 Penalty: 2826.782471
	Iteration 41Q: 3 clusters Score -1288694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1288695.625000 Penalty: 2826.782471
	Iteration 42Q: 3 clusters Score -1288696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1288696.000000 Penalty: 2826.782471
	Iteration 43Q: 3 clusters Score -1288696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1288697.625000 Penalty: 2826.782471
	Iteration 44Q: 3 clusters Score -1288698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1288695.875000 Penalty: 2826.782471
	Iteration 45Q: 3 clusters Score -1288696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1288694.875000 Penalty: 2826.782471
	Iteration 46Q: 3 clusters Score -1288695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1288695.875000 Penalty: 2826.782471
	Iteration 47Q: 3 clusters Score -1288696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1288698.000000 Penalty: 2826.782471
	Iteration 48Q: 3 clusters Score -1288698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1288700.625000 Penalty: 2826.782471
	Iteration 49Q: 3 clusters Score -1288701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1288702.250000 Penalty: 2826.782471
	Iteration 50Q: 3 clusters Score -1288702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1288701.250000 Penalty: 2826.782471
	Iteration 51Q: 3 clusters Score -1288701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1288700.125000 Penalty: 2826.782471
	Iteration 52Q: 3 clusters Score -1288700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1288701.250000 Penalty: 2826.782471
	Iteration 53Q: 3 clusters Score -1288701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1288699.250000 Penalty: 2826.782471
	Iteration 54Q: 3 clusters Score -1288699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1288699.250000 Penalty: 2826.782471
	Iteration 55F: 3 clusters Score -1288699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 43764 members 
Mstep: Class 2 contains 789 members 
Mstep: Class 3 contains 52504 members 
Mstep: Class 4 contains 8721 members 
Mstep: Class 5 contains 136061 members 
Mstep: Class 6 contains 32859 members 
Mstep: Class 7 contains 50786 members 
Mstep: Class 8 contains 3784 members 
Mstep: Class 9 contains 10330 members 
Mstep: Class 10 contains 9659 members 
Mstep: Class 11 contains 6981 members 
Mstep: Class 12 contains 21312 members 
Mstep: Class 13 contains 4016 members 
Mstep: Class 14 contains 4569 members 
Mstep: Class 15 contains 2644 members 
Mstep: Class 16 contains 34661 members 
Mstep: Class 17 contains 37207 members 
Mstep: Class 18 contains 10954 members 
Mstep: Class 19 contains 5626 members 
Mstep: Class 20 contains 4996 members 
Mstep: Class 21 contains 41399 members 
Mstep: Class 22 contains 8527 members 
Mstep: Class 23 contains 4485 members 
Mstep: Class 24 contains 6391 members 
Mstep: Class 25 contains 14676 members 
Mstep: Class 26 contains 3728 members 
Mstep: Class 27 contains 17876 members 
Mstep: Class 28 contains 16006 members 
Mstep: Class 29 contains 17358 members 
Mstep: Class 30 contains 16380 members 
Mstep: Class 31 contains 9390 members 
Mstep: Class 32 contains 120056 members 
Mstep: Class 33 contains 17597 members 
Mstep: Class 34 contains 8877 members 
Mstep: Class 35 contains 22958 members 
Mstep: Class 36 contains 2022 members 
Mstep: Class 37 contains 36448 members 
Mstep: Class 38 contains 5222 members 
Mstep: Class 39 contains 17055 members 
Mstep: Class 40 contains 1469 members 
Mstep: Class 41 contains 620 members 
Mstep: Class 42 contains 6772 members 
Mstep: Class 43 contains 14489 members 
Mstep: Class 44 contains 7715 members 
Entering Unmasked Estep 
Score: -88027088.000000 Penalty: 89761.710938
Splitting cluster 19 changes total score from -87980040.000000 to -88027088.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 20 (4996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Entering Unmasked Estep 
Score: -430729.593750 Penalty: 1267.239258
	Iteration 0F: 2 clusters Score -430729.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -427197.031250 Penalty: 2534.478516
	Iteration 0F: 3 clusters Score -427197 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -429176.437500 Penalty: 2534.478516
	Iteration 1F: 3 clusters Score -429176.4 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -430603.625000 Penalty: 2534.478516
	Iteration 2F: 3 clusters Score -430603.6 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -432210.218750 Penalty: 2534.478516
	Iteration 3F: 3 clusters Score -432210.2 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -433096.812500 Penalty: 2534.478516
	Iteration 4F: 3 clusters Score -433096.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -433446.281250 Penalty: 2534.478516
	Iteration 5F: 3 clusters Score -433446.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -433578.718750 Penalty: 2534.478516
	Iteration 6Q: 3 clusters Score -433578.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -433620.312500 Penalty: 2534.478516
	Iteration 7Q: 3 clusters Score -433620.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -433644.656250 Penalty: 2534.478516
	Iteration 8Q: 3 clusters Score -433644.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -433654.843750 Penalty: 2534.478516
	Iteration 9Q: 3 clusters Score -433654.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -433661.843750 Penalty: 2534.478516
	Iteration 10Q: 3 clusters Score -433661.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -433665.812500 Penalty: 2534.478516
	Iteration 11Q: 3 clusters Score -433665.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -433668.093750 Penalty: 2534.478516
	Iteration 12Q: 3 clusters Score -433668.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -433669.718750 Penalty: 2534.478516
	Iteration 13Q: 3 clusters Score -433669.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -433669.375000 Penalty: 2534.478516
	Iteration 14Q: 3 clusters Score -433669.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -433670.093750 Penalty: 2534.478516
	Iteration 15Q: 3 clusters Score -433670.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -433670.093750 Penalty: 2534.478516
	Iteration 16F: 3 clusters Score -433670.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 43764 members 
Mstep: Class 2 contains 789 members 
Mstep: Class 3 contains 52504 members 
Mstep: Class 4 contains 8721 members 
Mstep: Class 5 contains 136061 members 
Mstep: Class 6 contains 32859 members 
Mstep: Class 7 contains 50786 members 
Mstep: Class 8 contains 3784 members 
Mstep: Class 9 contains 10330 members 
Mstep: Class 10 contains 9659 members 
Mstep: Class 11 contains 6981 members 
Mstep: Class 12 contains 21312 members 
Mstep: Class 13 contains 4016 members 
Mstep: Class 14 contains 4569 members 
Mstep: Class 15 contains 2644 members 
Mstep: Class 16 contains 34661 members 
Mstep: Class 17 contains 37207 members 
Mstep: Class 18 contains 10954 members 
Mstep: Class 19 contains 5626 members 
Mstep: Class 20 contains 1419 members 
Mstep: Class 21 contains 41399 members 
Mstep: Class 22 contains 8527 members 
Mstep: Class 23 contains 4485 members 
Mstep: Class 24 contains 6391 members 
Mstep: Class 25 contains 14676 members 
Mstep: Class 26 contains 3728 members 
Mstep: Class 27 contains 17876 members 
Mstep: Class 28 contains 16006 members 
Mstep: Class 29 contains 17358 members 
Mstep: Class 30 contains 16380 members 
Mstep: Class 31 contains 9390 members 
Mstep: Class 32 contains 120056 members 
Mstep: Class 33 contains 17597 members 
Mstep: Class 34 contains 8877 members 
Mstep: Class 35 contains 22958 members 
Mstep: Class 36 contains 2022 members 
Mstep: Class 37 contains 36448 members 
Mstep: Class 38 contains 5222 members 
Mstep: Class 39 contains 17055 members 
Mstep: Class 40 contains 1469 members 
Mstep: Class 41 contains 620 members 
Mstep: Class 42 contains 6772 members 
Mstep: Class 43 contains 14489 members 
Mstep: Class 44 contains 7715 members 
Mstep: Class 45 contains 3577 members 
Entering Unmasked Estep 
Score: -88029208.000000 Penalty: 91801.750000
Splitting cluster 20 changes total score from -87980040.000000 to -88029208.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 21 (41399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41399 members 
Entering Unmasked Estep 
Score: -4278856.500000 Penalty: 1581.894653
	Iteration 0F: 2 clusters Score -4278856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -4251932.500000 Penalty: 3163.789307
	Iteration 0F: 3 clusters Score -4251932 nChanged 18921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20409 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -4262305.000000 Penalty: 3163.789307
	Iteration 1F: 3 clusters Score -4262305 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -4262980.000000 Penalty: 3163.789307
	Iteration 2Q: 3 clusters Score -4262980 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 21343 members 
Entering Unmasked Estep 
Score: -4263632.500000 Penalty: 3163.789307
	Iteration 3Q: 3 clusters Score -4263632 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -4264345.500000 Penalty: 3163.789307
	Iteration 4Q: 3 clusters Score -4264346 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -4265067.500000 Penalty: 3163.789307
	Iteration 5Q: 3 clusters Score -4265068 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -4265841.000000 Penalty: 3163.789307
	Iteration 6Q: 3 clusters Score -4265841 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -4266657.000000 Penalty: 3163.789307
	Iteration 7Q: 3 clusters Score -4266657 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -4267645.500000 Penalty: 3163.789307
	Iteration 8Q: 3 clusters Score -4267646 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 25564 members 
Entering Unmasked Estep 
Score: -4268824.500000 Penalty: 3163.789307
	Iteration 9Q: 3 clusters Score -4268824 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 26893 members 
Entering Unmasked Estep 
Score: -4270237.500000 Penalty: 3163.789307
	Iteration 10F: 3 clusters Score -4270238 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 28186 members 
Entering Unmasked Estep 
Score: -4271592.500000 Penalty: 3163.789307
	Iteration 11Q: 3 clusters Score -4271592 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 29271 members 
Entering Unmasked Estep 
Score: -4272574.000000 Penalty: 3163.789307
	Iteration 12Q: 3 clusters Score -4272574 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 30260 members 
Entering Unmasked Estep 
Score: -4273318.000000 Penalty: 3163.789307
	Iteration 13Q: 3 clusters Score -4273318 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 31166 members 
Entering Unmasked Estep 
Score: -4273860.000000 Penalty: 3163.789307
	Iteration 14Q: 3 clusters Score -4273860 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 32050 members 
Entering Unmasked Estep 
Score: -4274372.000000 Penalty: 3163.789307
	Iteration 15Q: 3 clusters Score -4274372 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 32865 members 
Entering Unmasked Estep 
Score: -4274848.500000 Penalty: 3163.789307
	Iteration 16Q: 3 clusters Score -4274848 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 33612 members 
Entering Unmasked Estep 
Score: -4275293.000000 Penalty: 3163.789307
	Iteration 17Q: 3 clusters Score -4275293 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 34359 members 
Entering Unmasked Estep 
Score: -4275755.000000 Penalty: 3163.789307
	Iteration 18Q: 3 clusters Score -4275755 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 35060 members 
Entering Unmasked Estep 
Score: -4276212.500000 Penalty: 3163.789307
	Iteration 19Q: 3 clusters Score -4276212 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 35667 members 
Entering Unmasked Estep 
Score: -4276628.500000 Penalty: 3163.789307
	Iteration 20F: 3 clusters Score -4276628 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 36176 members 
Entering Unmasked Estep 
Score: -4277012.000000 Penalty: 3163.789307
	Iteration 21Q: 3 clusters Score -4277012 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 36580 members 
Entering Unmasked Estep 
Score: -4277309.000000 Penalty: 3163.789307
	Iteration 22Q: 3 clusters Score -4277309 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 36923 members 
Entering Unmasked Estep 
Score: -4277546.500000 Penalty: 3163.789307
	Iteration 23Q: 3 clusters Score -4277546 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 37183 members 
Entering Unmasked Estep 
Score: -4277706.000000 Penalty: 3163.789307
	Iteration 24Q: 3 clusters Score -4277706 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 37372 members 
Entering Unmasked Estep 
Score: -4277800.000000 Penalty: 3163.789307
	Iteration 25Q: 3 clusters Score -4277800 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 37515 members 
Entering Unmasked Estep 
Score: -4277864.500000 Penalty: 3163.789307
	Iteration 26Q: 3 clusters Score -4277864 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 37624 members 
Entering Unmasked Estep 
Score: -4277915.500000 Penalty: 3163.789307
	Iteration 27Q: 3 clusters Score -4277916 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 37723 members 
Entering Unmasked Estep 
Score: -4277964.500000 Penalty: 3163.789307
	Iteration 28Q: 3 clusters Score -4277964 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 37817 members 
Entering Unmasked Estep 
Score: -4277997.500000 Penalty: 3163.789307
	Iteration 29Q: 3 clusters Score -4277998 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 37907 members 
Entering Unmasked Estep 
Score: -4278014.500000 Penalty: 3163.789307
	Iteration 30Q: 3 clusters Score -4278014 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 37985 members 
Entering Unmasked Estep 
Score: -4278036.500000 Penalty: 3163.789307
	Iteration 31Q: 3 clusters Score -4278036 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 38044 members 
Entering Unmasked Estep 
Score: -4278058.000000 Penalty: 3163.789307
	Iteration 32Q: 3 clusters Score -4278058 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 38088 members 
Entering Unmasked Estep 
Score: -4278068.000000 Penalty: 3163.789307
	Iteration 33Q: 3 clusters Score -4278068 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 38132 members 
Entering Unmasked Estep 
Score: -4278079.000000 Penalty: 3163.789307
	Iteration 34Q: 3 clusters Score -4278079 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 38172 members 
Entering Unmasked Estep 
Score: -4278092.000000 Penalty: 3163.789307
	Iteration 35Q: 3 clusters Score -4278092 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 38212 members 
Entering Unmasked Estep 
Score: -4278107.000000 Penalty: 3163.789307
	Iteration 36Q: 3 clusters Score -4278107 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 38246 members 
Entering Unmasked Estep 
Score: -4278103.000000 Penalty: 3163.789307
	Iteration 37Q: 3 clusters Score -4278103 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 38289 members 
Entering Unmasked Estep 
Score: -4278115.000000 Penalty: 3163.789307
	Iteration 38Q: 3 clusters Score -4278115 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 38315 members 
Entering Unmasked Estep 
Score: -4278120.500000 Penalty: 3163.789307
	Iteration 39Q: 3 clusters Score -4278120 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 38338 members 
Entering Unmasked Estep 
Score: -4278130.500000 Penalty: 3163.789307
	Iteration 40F: 3 clusters Score -4278130 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 38362 members 
Entering Unmasked Estep 
Score: -4278136.500000 Penalty: 3163.789307
	Iteration 41Q: 3 clusters Score -4278136 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 38380 members 
Entering Unmasked Estep 
Score: -4278136.000000 Penalty: 3163.789307
	Iteration 42Q: 3 clusters Score -4278136 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 38390 members 
Entering Unmasked Estep 
Score: -4278136.000000 Penalty: 3163.789307
	Iteration 43Q: 3 clusters Score -4278136 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 38411 members 
Entering Unmasked Estep 
Score: -4278140.500000 Penalty: 3163.789307
	Iteration 44Q: 3 clusters Score -4278140 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 38433 members 
Entering Unmasked Estep 
Score: -4278151.500000 Penalty: 3163.789307
	Iteration 45Q: 3 clusters Score -4278152 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 38452 members 
Entering Unmasked Estep 
Score: -4278159.000000 Penalty: 3163.789307
	Iteration 46Q: 3 clusters Score -4278159 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 38468 members 
Entering Unmasked Estep 
Score: -4278159.500000 Penalty: 3163.789307
	Iteration 47Q: 3 clusters Score -4278160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 38483 members 
Entering Unmasked Estep 
Score: -4278165.000000 Penalty: 3163.789307
	Iteration 48Q: 3 clusters Score -4278165 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 38495 members 
Entering Unmasked Estep 
Score: -4278164.500000 Penalty: 3163.789307
	Iteration 49Q: 3 clusters Score -4278164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 38501 members 
Entering Unmasked Estep 
Score: -4278159.000000 Penalty: 3163.789307
	Iteration 50Q: 3 clusters Score -4278159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 38501 members 
Entering Unmasked Estep 
Score: -4278164.000000 Penalty: 3163.789307
	Iteration 51Q: 3 clusters Score -4278164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 38504 members 
Entering Unmasked Estep 
Score: -4278167.000000 Penalty: 3163.789307
	Iteration 52Q: 3 clusters Score -4278167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 38507 members 
Entering Unmasked Estep 
Score: -4278165.000000 Penalty: 3163.789307
	Iteration 53Q: 3 clusters Score -4278165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 38508 members 
Entering Unmasked Estep 
Score: -4278169.000000 Penalty: 3163.789307
	Iteration 54Q: 3 clusters Score -4278169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 38507 members 
Entering Unmasked Estep 
Score: -4278167.500000 Penalty: 3163.789307
	Iteration 55Q: 3 clusters Score -4278168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 38507 members 
Entering Unmasked Estep 
Score: -4278167.500000 Penalty: 3163.789307
	Iteration 56F: 3 clusters Score -4278168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Entering Unmasked Estep 
Score: -828890.937500 Penalty: 1346.787842
	Iteration 0F: 2 clusters Score -828890.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -823102.625000 Penalty: 2693.575684
	Iteration 0F: 3 clusters Score -823102.6 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -825063.812500 Penalty: 2693.575684
	Iteration 1F: 3 clusters Score -825063.8 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -825531.125000 Penalty: 2693.575684
	Iteration 2F: 3 clusters Score -825531.1 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -826022.250000 Penalty: 2693.575684
	Iteration 3F: 3 clusters Score -826022.2 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -826450.562500 Penalty: 2693.575684
	Iteration 4F: 3 clusters Score -826450.6 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -826760.750000 Penalty: 2693.575684
	Iteration 5F: 3 clusters Score -826760.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -827017.000000 Penalty: 2693.575684
	Iteration 6Q: 3 clusters Score -827017 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -827204.500000 Penalty: 2693.575684
	Iteration 7Q: 3 clusters Score -827204.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -827332.375000 Penalty: 2693.575684
	Iteration 8Q: 3 clusters Score -827332.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -827416.812500 Penalty: 2693.575684
	Iteration 9Q: 3 clusters Score -827416.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -827495.062500 Penalty: 2693.575684
	Iteration 10Q: 3 clusters Score -827495.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -827564.937500 Penalty: 2693.575684
	Iteration 11Q: 3 clusters Score -827564.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -827624.125000 Penalty: 2693.575684
	Iteration 12Q: 3 clusters Score -827624.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -827686.750000 Penalty: 2693.575684
	Iteration 13Q: 3 clusters Score -827686.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -827756.687500 Penalty: 2693.575684
	Iteration 14Q: 3 clusters Score -827756.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -827818.437500 Penalty: 2693.575684
	Iteration 15Q: 3 clusters Score -827818.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -827861.937500 Penalty: 2693.575684
	Iteration 16Q: 3 clusters Score -827861.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -827902.187500 Penalty: 2693.575684
	Iteration 17Q: 3 clusters Score -827902.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -827938.375000 Penalty: 2693.575684
	Iteration 18Q: 3 clusters Score -827938.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -827964.625000 Penalty: 2693.575684
	Iteration 19Q: 3 clusters Score -827964.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -827984.875000 Penalty: 2693.575684
	Iteration 20F: 3 clusters Score -827984.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -828002.062500 Penalty: 2693.575684
	Iteration 21Q: 3 clusters Score -828002.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -828016.750000 Penalty: 2693.575684
	Iteration 22Q: 3 clusters Score -828016.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -828030.750000 Penalty: 2693.575684
	Iteration 23Q: 3 clusters Score -828030.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -828042.937500 Penalty: 2693.575684
	Iteration 24Q: 3 clusters Score -828042.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -828049.312500 Penalty: 2693.575684
	Iteration 25Q: 3 clusters Score -828049.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -828058.875000 Penalty: 2693.575684
	Iteration 26Q: 3 clusters Score -828058.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -828064.875000 Penalty: 2693.575684
	Iteration 27Q: 3 clusters Score -828064.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -828063.562500 Penalty: 2693.575684
	Iteration 28Q: 3 clusters Score -828063.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -828065.875000 Penalty: 2693.575684
	Iteration 29Q: 3 clusters Score -828065.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -828063.812500 Penalty: 2693.575684
	Iteration 30Q: 3 clusters Score -828063.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -828065.000000 Penalty: 2693.575684
	Iteration 31Q: 3 clusters Score -828065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -828066.125000 Penalty: 2693.575684
	Iteration 32Q: 3 clusters Score -828066.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -828066.125000 Penalty: 2693.575684
	Iteration 33F: 3 clusters Score -828066.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Entering Unmasked Estep 
Score: -402092.062500 Penalty: 1251.183960
	Iteration 0F: 2 clusters Score -402092.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -398763.250000 Penalty: 2502.367920
	Iteration 0F: 3 clusters Score -398763.2 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -399883.562500 Penalty: 2502.367920
	Iteration 1F: 3 clusters Score -399883.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -400239.531250 Penalty: 2502.367920
	Iteration 2F: 3 clusters Score -400239.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -400552.468750 Penalty: 2502.367920
	Iteration 3F: 3 clusters Score -400552.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -400830.500000 Penalty: 2502.367920
	Iteration 4F: 3 clusters Score -400830.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -401060.218750 Penalty: 2502.367920
	Iteration 5F: 3 clusters Score -401060.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -401224.062500 Penalty: 2502.367920
	Iteration 6Q: 3 clusters Score -401224.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -401339.375000 Penalty: 2502.367920
	Iteration 7Q: 3 clusters Score -401339.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -401409.375000 Penalty: 2502.367920
	Iteration 8Q: 3 clusters Score -401409.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -401468.625000 Penalty: 2502.367920
	Iteration 9Q: 3 clusters Score -401468.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -401504.562500 Penalty: 2502.367920
	Iteration 10Q: 3 clusters Score -401504.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -401524.687500 Penalty: 2502.367920
	Iteration 11Q: 3 clusters Score -401524.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -401538.312500 Penalty: 2502.367920
	Iteration 12Q: 3 clusters Score -401538.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -401550.156250 Penalty: 2502.367920
	Iteration 13Q: 3 clusters Score -401550.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -401558.937500 Penalty: 2502.367920
	Iteration 14Q: 3 clusters Score -401558.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -401563.562500 Penalty: 2502.367920
	Iteration 15Q: 3 clusters Score -401563.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -401567.031250 Penalty: 2502.367920
	Iteration 16Q: 3 clusters Score -401567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -401567.406250 Penalty: 2502.367920
	Iteration 17Q: 3 clusters Score -401567.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -401566.937500 Penalty: 2502.367920
	Iteration 18Q: 3 clusters Score -401566.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -401568.218750 Penalty: 2502.367920
	Iteration 19Q: 3 clusters Score -401568.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -401569.125000 Penalty: 2502.367920
	Iteration 20F: 3 clusters Score -401569.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -401570.968750 Penalty: 2502.367920
	Iteration 21Q: 3 clusters Score -401571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -401572.343750 Penalty: 2502.367920
	Iteration 22Q: 3 clusters Score -401572.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -401574.062500 Penalty: 2502.367920
	Iteration 23Q: 3 clusters Score -401574.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -401574.375000 Penalty: 2502.367920
	Iteration 24Q: 3 clusters Score -401574.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -401574.375000 Penalty: 2502.367920
	Iteration 25F: 3 clusters Score -401574.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Entering Unmasked Estep 
Score: -669219.312500 Penalty: 1303.881714
	Iteration 0F: 2 clusters Score -669219.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -664685.500000 Penalty: 2607.763428
	Iteration 0F: 3 clusters Score -664685.5 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -666103.437500 Penalty: 2607.763428
	Iteration 1F: 3 clusters Score -666103.4 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -666353.062500 Penalty: 2607.763428
	Iteration 2F: 3 clusters Score -666353.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -666530.937500 Penalty: 2607.763428
	Iteration 3F: 3 clusters Score -666530.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -666651.562500 Penalty: 2607.763428
	Iteration 4Q: 3 clusters Score -666651.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -666774.375000 Penalty: 2607.763428
	Iteration 5Q: 3 clusters Score -666774.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -666898.000000 Penalty: 2607.763428
	Iteration 6Q: 3 clusters Score -666898 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -666999.750000 Penalty: 2607.763428
	Iteration 7Q: 3 clusters Score -666999.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -667115.000000 Penalty: 2607.763428
	Iteration 8Q: 3 clusters Score -667115 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -667232.687500 Penalty: 2607.763428
	Iteration 9Q: 3 clusters Score -667232.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -667361.562500 Penalty: 2607.763428
	Iteration 10Q: 3 clusters Score -667361.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -667493.687500 Penalty: 2607.763428
	Iteration 11Q: 3 clusters Score -667493.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -667623.625000 Penalty: 2607.763428
	Iteration 12Q: 3 clusters Score -667623.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -667733.000000 Penalty: 2607.763428
	Iteration 13Q: 3 clusters Score -667733 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -667829.625000 Penalty: 2607.763428
	Iteration 14Q: 3 clusters Score -667829.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -667925.687500 Penalty: 2607.763428
	Iteration 15Q: 3 clusters Score -667925.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -668022.375000 Penalty: 2607.763428
	Iteration 16Q: 3 clusters Score -668022.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -668093.875000 Penalty: 2607.763428
	Iteration 17Q: 3 clusters Score -668093.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -668152.375000 Penalty: 2607.763428
	Iteration 18Q: 3 clusters Score -668152.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -668194.437500 Penalty: 2607.763428
	Iteration 19Q: 3 clusters Score -668194.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -668227.437500 Penalty: 2607.763428
	Iteration 20F: 3 clusters Score -668227.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -668244.562500 Penalty: 2607.763428
	Iteration 21Q: 3 clusters Score -668244.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -668263.125000 Penalty: 2607.763428
	Iteration 22Q: 3 clusters Score -668263.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -668274.625000 Penalty: 2607.763428
	Iteration 23Q: 3 clusters Score -668274.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -668278.687500 Penalty: 2607.763428
	Iteration 24Q: 3 clusters Score -668278.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -668278.625000 Penalty: 2607.763428
	Iteration 25Q: 3 clusters Score -668278.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -668278.625000 Penalty: 2607.763428
	Iteration 26F: 3 clusters Score -668278.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Entering Unmasked Estep 
Score: -1524475.125000 Penalty: 1427.582520
	Iteration 0F: 2 clusters Score -1524475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1514671.250000 Penalty: 2855.165039
	Iteration 0F: 3 clusters Score -1514671 nChanged 6376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1518059.875000 Penalty: 2855.165039
	Iteration 1F: 3 clusters Score -1518060 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1518452.000000 Penalty: 2855.165039
	Iteration 2F: 3 clusters Score -1518452 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1518780.875000 Penalty: 2855.165039
	Iteration 3F: 3 clusters Score -1518781 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1519071.625000 Penalty: 2855.165039
	Iteration 4Q: 3 clusters Score -1519072 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1519367.000000 Penalty: 2855.165039
	Iteration 5Q: 3 clusters Score -1519367 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1519683.625000 Penalty: 2855.165039
	Iteration 6Q: 3 clusters Score -1519684 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1520071.875000 Penalty: 2855.165039
	Iteration 7Q: 3 clusters Score -1520072 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1520483.125000 Penalty: 2855.165039
	Iteration 8Q: 3 clusters Score -1520483 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1520967.000000 Penalty: 2855.165039
	Iteration 9Q: 3 clusters Score -1520967 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1521534.875000 Penalty: 2855.165039
	Iteration 10F: 3 clusters Score -1521535 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1522086.000000 Penalty: 2855.165039
	Iteration 11Q: 3 clusters Score -1522086 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1522530.375000 Penalty: 2855.165039
	Iteration 12Q: 3 clusters Score -1522530 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1522802.750000 Penalty: 2855.165039
	Iteration 13Q: 3 clusters Score -1522803 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1523012.875000 Penalty: 2855.165039
	Iteration 14Q: 3 clusters Score -1523013 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1523130.625000 Penalty: 2855.165039
	Iteration 15Q: 3 clusters Score -1523131 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1523200.750000 Penalty: 2855.165039
	Iteration 16Q: 3 clusters Score -1523201 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1523231.125000 Penalty: 2855.165039
	Iteration 17Q: 3 clusters Score -1523231 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1523258.375000 Penalty: 2855.165039
	Iteration 18Q: 3 clusters Score -1523258 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1523273.250000 Penalty: 2855.165039
	Iteration 19Q: 3 clusters Score -1523273 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1523285.625000 Penalty: 2855.165039
	Iteration 20F: 3 clusters Score -1523286 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1523293.375000 Penalty: 2855.165039
	Iteration 21Q: 3 clusters Score -1523293 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1523310.375000 Penalty: 2855.165039
	Iteration 22Q: 3 clusters Score -1523310 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1523324.125000 Penalty: 2855.165039
	Iteration 23Q: 3 clusters Score -1523324 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1523335.750000 Penalty: 2855.165039
	Iteration 24Q: 3 clusters Score -1523336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1523343.625000 Penalty: 2855.165039
	Iteration 25Q: 3 clusters Score -1523344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1523357.625000 Penalty: 2855.165039
	Iteration 26Q: 3 clusters Score -1523358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1523361.500000 Penalty: 2855.165039
	Iteration 27Q: 3 clusters Score -1523362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1523365.125000 Penalty: 2855.165039
	Iteration 28Q: 3 clusters Score -1523365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1523366.000000 Penalty: 2855.165039
	Iteration 29Q: 3 clusters Score -1523366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1523368.625000 Penalty: 2855.165039
	Iteration 30Q: 3 clusters Score -1523369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1523370.500000 Penalty: 2855.165039
	Iteration 31Q: 3 clusters Score -1523370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1523370.875000 Penalty: 2855.165039
	Iteration 32Q: 3 clusters Score -1523371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1523373.625000 Penalty: 2855.165039
	Iteration 33Q: 3 clusters Score -1523374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1523375.125000 Penalty: 2855.165039
	Iteration 34Q: 3 clusters Score -1523375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1523376.500000 Penalty: 2855.165039
	Iteration 35Q: 3 clusters Score -1523376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1523376.500000 Penalty: 2855.165039
	Iteration 36F: 3 clusters Score -1523376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Entering Unmasked Estep 
Score: -352796.656250 Penalty: 1223.675781
	Iteration 0F: 2 clusters Score -352796.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -349926.875000 Penalty: 2447.351562
	Iteration 0F: 3 clusters Score -349926.9 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -350722.468750 Penalty: 2447.351562
	Iteration 1F: 3 clusters Score -350722.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -350925.406250 Penalty: 2447.351562
	Iteration 2F: 3 clusters Score -350925.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -351059.906250 Penalty: 2447.351562
	Iteration 3Q: 3 clusters Score -351059.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -351170.031250 Penalty: 2447.351562
	Iteration 4Q: 3 clusters Score -351170 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -351247.468750 Penalty: 2447.351562
	Iteration 5Q: 3 clusters Score -351247.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -351327.375000 Penalty: 2447.351562
	Iteration 6Q: 3 clusters Score -351327.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -351423.187500 Penalty: 2447.351562
	Iteration 7Q: 3 clusters Score -351423.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -351519.062500 Penalty: 2447.351562
	Iteration 8Q: 3 clusters Score -351519.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -351593.843750 Penalty: 2447.351562
	Iteration 9Q: 3 clusters Score -351593.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -351659.156250 Penalty: 2447.351562
	Iteration 10Q: 3 clusters Score -351659.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -351713.281250 Penalty: 2447.351562
	Iteration 11Q: 3 clusters Score -351713.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -351761.656250 Penalty: 2447.351562
	Iteration 12Q: 3 clusters Score -351761.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -351799.250000 Penalty: 2447.351562
	Iteration 13Q: 3 clusters Score -351799.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -351838.687500 Penalty: 2447.351562
	Iteration 14Q: 3 clusters Score -351838.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -351865.687500 Penalty: 2447.351562
	Iteration 15Q: 3 clusters Score -351865.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -351886.468750 Penalty: 2447.351562
	Iteration 16Q: 3 clusters Score -351886.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -351907.906250 Penalty: 2447.351562
	Iteration 17Q: 3 clusters Score -351907.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -351925.812500 Penalty: 2447.351562
	Iteration 18Q: 3 clusters Score -351925.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -351946.468750 Penalty: 2447.351562
	Iteration 19Q: 3 clusters Score -351946.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -351959.125000 Penalty: 2447.351562
	Iteration 20F: 3 clusters Score -351959.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -351971.843750 Penalty: 2447.351562
	Iteration 21Q: 3 clusters Score -351971.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -351981.125000 Penalty: 2447.351562
	Iteration 22Q: 3 clusters Score -351981.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -351989.437500 Penalty: 2447.351562
	Iteration 23Q: 3 clusters Score -351989.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -351996.031250 Penalty: 2447.351562
	Iteration 24Q: 3 clusters Score -351996 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -352005.031250 Penalty: 2447.351562
	Iteration 25Q: 3 clusters Score -352005 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -352009.843750 Penalty: 2447.351562
	Iteration 26Q: 3 clusters Score -352009.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -352015.750000 Penalty: 2447.351562
	Iteration 27Q: 3 clusters Score -352015.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -352021.062500 Penalty: 2447.351562
	Iteration 28Q: 3 clusters Score -352021.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -352026.468750 Penalty: 2447.351562
	Iteration 29Q: 3 clusters Score -352026.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -352033.218750 Penalty: 2447.351562
	Iteration 30Q: 3 clusters Score -352033.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -352040.437500 Penalty: 2447.351562
	Iteration 31Q: 3 clusters Score -352040.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -352045.781250 Penalty: 2447.351562
	Iteration 32Q: 3 clusters Score -352045.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -352050.968750 Penalty: 2447.351562
	Iteration 33Q: 3 clusters Score -352051 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -352056.281250 Penalty: 2447.351562
	Iteration 34Q: 3 clusters Score -352056.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -352063.312500 Penalty: 2447.351562
	Iteration 35Q: 3 clusters Score -352063.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -352067.062500 Penalty: 2447.351562
	Iteration 36Q: 3 clusters Score -352067.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -352073.250000 Penalty: 2447.351562
	Iteration 37Q: 3 clusters Score -352073.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -352082.781250 Penalty: 2447.351562
	Iteration 38Q: 3 clusters Score -352082.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -352094.500000 Penalty: 2447.351562
	Iteration 39Q: 3 clusters Score -352094.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -352101.812500 Penalty: 2447.351562
	Iteration 40F: 3 clusters Score -352101.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -352110.468750 Penalty: 2447.351562
	Iteration 41Q: 3 clusters Score -352110.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -352120.437500 Penalty: 2447.351562
	Iteration 42Q: 3 clusters Score -352120.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -352130.562500 Penalty: 2447.351562
	Iteration 43Q: 3 clusters Score -352130.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -352147.687500 Penalty: 2447.351562
	Iteration 44Q: 3 clusters Score -352147.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -352168.093750 Penalty: 2447.351562
	Iteration 45Q: 3 clusters Score -352168.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -352192.937500 Penalty: 2447.351562
	Iteration 46Q: 3 clusters Score -352192.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -352214.656250 Penalty: 2447.351562
	Iteration 47Q: 3 clusters Score -352214.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -352238.187500 Penalty: 2447.351562
	Iteration 48Q: 3 clusters Score -352238.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -352262.406250 Penalty: 2447.351562
	Iteration 49Q: 3 clusters Score -352262.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -352288.343750 Penalty: 2447.351562
	Iteration 50Q: 3 clusters Score -352288.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -352311.062500 Penalty: 2447.351562
	Iteration 51Q: 3 clusters Score -352311.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -352327.343750 Penalty: 2447.351562
	Iteration 52Q: 3 clusters Score -352327.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -352345.562500 Penalty: 2447.351562
	Iteration 53Q: 3 clusters Score -352345.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -352367.406250 Penalty: 2447.351562
	Iteration 54Q: 3 clusters Score -352367.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -352389.187500 Penalty: 2447.351562
	Iteration 55Q: 3 clusters Score -352389.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -352409.000000 Penalty: 2447.351562
	Iteration 56Q: 3 clusters Score -352409 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -352420.250000 Penalty: 2447.351562
	Iteration 57Q: 3 clusters Score -352420.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -352435.125000 Penalty: 2447.351562
	Iteration 58Q: 3 clusters Score -352435.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -352451.468750 Penalty: 2447.351562
	Iteration 59Q: 3 clusters Score -352451.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -352467.937500 Penalty: 2447.351562
	Iteration 60F: 3 clusters Score -352467.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -352487.781250 Penalty: 2447.351562
	Iteration 61Q: 3 clusters Score -352487.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -352500.156250 Penalty: 2447.351562
	Iteration 62Q: 3 clusters Score -352500.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -352509.062500 Penalty: 2447.351562
	Iteration 63Q: 3 clusters Score -352509.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -352515.031250 Penalty: 2447.351562
	Iteration 64Q: 3 clusters Score -352515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -352518.562500 Penalty: 2447.351562
	Iteration 65Q: 3 clusters Score -352518.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -352522.093750 Penalty: 2447.351562
	Iteration 66Q: 3 clusters Score -352522.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -352524.125000 Penalty: 2447.351562
	Iteration 67Q: 3 clusters Score -352524.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -352524.625000 Penalty: 2447.351562
	Iteration 68Q: 3 clusters Score -352524.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -352525.156250 Penalty: 2447.351562
	Iteration 69Q: 3 clusters Score -352525.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -352527.625000 Penalty: 2447.351562
	Iteration 70Q: 3 clusters Score -352527.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -352530.000000 Penalty: 2447.351562
	Iteration 71Q: 3 clusters Score -352530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -352532.437500 Penalty: 2447.351562
	Iteration 72Q: 3 clusters Score -352532.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -352536.562500 Penalty: 2447.351562
	Iteration 73Q: 3 clusters Score -352536.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -352539.656250 Penalty: 2447.351562
	Iteration 74Q: 3 clusters Score -352539.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -352542.218750 Penalty: 2447.351562
	Iteration 75Q: 3 clusters Score -352542.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -352542.937500 Penalty: 2447.351562
	Iteration 76Q: 3 clusters Score -352542.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -352542.812500 Penalty: 2447.351562
	Iteration 77Q: 3 clusters Score -352542.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -352544.000000 Penalty: 2447.351562
	Iteration 78Q: 3 clusters Score -352544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -352544.031250 Penalty: 2447.351562
	Iteration 79Q: 3 clusters Score -352544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -352544.031250 Penalty: 2447.351562
	Iteration 80F: 3 clusters Score -352544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (17876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Entering Unmasked Estep 
Score: -1835651.875000 Penalty: 1456.932617
	Iteration 0F: 2 clusters Score -1835652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1823935.750000 Penalty: 2913.865234
	Iteration 0F: 3 clusters Score -1823936 nChanged 7840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1828289.125000 Penalty: 2913.865234
	Iteration 1F: 3 clusters Score -1828289 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1828661.375000 Penalty: 2913.865234
	Iteration 2F: 3 clusters Score -1828661 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1828961.500000 Penalty: 2913.865234
	Iteration 3Q: 3 clusters Score -1828962 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1829248.250000 Penalty: 2913.865234
	Iteration 4Q: 3 clusters Score -1829248 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1829530.750000 Penalty: 2913.865234
	Iteration 5Q: 3 clusters Score -1829531 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1829855.375000 Penalty: 2913.865234
	Iteration 6Q: 3 clusters Score -1829855 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -1830240.625000 Penalty: 2913.865234
	Iteration 7Q: 3 clusters Score -1830241 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -1830746.000000 Penalty: 2913.865234
	Iteration 8Q: 3 clusters Score -1830746 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -1831361.500000 Penalty: 2913.865234
	Iteration 9F: 3 clusters Score -1831362 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -1832103.750000 Penalty: 2913.865234
	Iteration 10F: 3 clusters Score -1832104 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -1832764.250000 Penalty: 2913.865234
	Iteration 11Q: 3 clusters Score -1832764 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -1833274.500000 Penalty: 2913.865234
	Iteration 12Q: 3 clusters Score -1833274 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -1833642.000000 Penalty: 2913.865234
	Iteration 13Q: 3 clusters Score -1833642 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -1833902.750000 Penalty: 2913.865234
	Iteration 14Q: 3 clusters Score -1833903 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -1834094.875000 Penalty: 2913.865234
	Iteration 15Q: 3 clusters Score -1834095 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -1834252.000000 Penalty: 2913.865234
	Iteration 16Q: 3 clusters Score -1834252 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -1834327.750000 Penalty: 2913.865234
	Iteration 17Q: 3 clusters Score -1834328 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -1834383.750000 Penalty: 2913.865234
	Iteration 18Q: 3 clusters Score -1834384 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -1834420.375000 Penalty: 2913.865234
	Iteration 19Q: 3 clusters Score -1834420 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -1834441.125000 Penalty: 2913.865234
	Iteration 20F: 3 clusters Score -1834441 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -1834475.500000 Penalty: 2913.865234
	Iteration 21Q: 3 clusters Score -1834476 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -1834494.375000 Penalty: 2913.865234
	Iteration 22Q: 3 clusters Score -1834494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -1834501.500000 Penalty: 2913.865234
	Iteration 23Q: 3 clusters Score -1834502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -1834507.125000 Penalty: 2913.865234
	Iteration 24Q: 3 clusters Score -1834507 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -1834511.250000 Penalty: 2913.865234
	Iteration 25Q: 3 clusters Score -1834511 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -1834525.125000 Penalty: 2913.865234
	Iteration 26Q: 3 clusters Score -1834525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -1834535.125000 Penalty: 2913.865234
	Iteration 27Q: 3 clusters Score -1834535 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -1834539.125000 Penalty: 2913.865234
	Iteration 28Q: 3 clusters Score -1834539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -1834544.250000 Penalty: 2913.865234
	Iteration 29Q: 3 clusters Score -1834544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -1834549.625000 Penalty: 2913.865234
	Iteration 30Q: 3 clusters Score -1834550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -1834556.125000 Penalty: 2913.865234
	Iteration 31Q: 3 clusters Score -1834556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -1834562.125000 Penalty: 2913.865234
	Iteration 32Q: 3 clusters Score -1834562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -1834566.625000 Penalty: 2913.865234
	Iteration 33Q: 3 clusters Score -1834567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -1834567.625000 Penalty: 2913.865234
	Iteration 34Q: 3 clusters Score -1834568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -1834569.500000 Penalty: 2913.865234
	Iteration 35Q: 3 clusters Score -1834570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -1834570.000000 Penalty: 2913.865234
	Iteration 36Q: 3 clusters Score -1834570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -1834570.000000 Penalty: 2913.865234
	Iteration 37F: 3 clusters Score -1834570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (16006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Entering Unmasked Estep 
Score: -1522125.750000 Penalty: 1440.491089
	Iteration 0F: 2 clusters Score -1522126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1511574.750000 Penalty: 2880.982178
	Iteration 0F: 3 clusters Score -1511575 nChanged 6922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1515283.750000 Penalty: 2880.982178
	Iteration 1F: 3 clusters Score -1515284 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1515650.625000 Penalty: 2880.982178
	Iteration 2F: 3 clusters Score -1515651 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1515956.000000 Penalty: 2880.982178
	Iteration 3Q: 3 clusters Score -1515956 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1516227.625000 Penalty: 2880.982178
	Iteration 4Q: 3 clusters Score -1516228 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1516515.875000 Penalty: 2880.982178
	Iteration 5Q: 3 clusters Score -1516516 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1516794.000000 Penalty: 2880.982178
	Iteration 6Q: 3 clusters Score -1516794 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1517036.250000 Penalty: 2880.982178
	Iteration 7Q: 3 clusters Score -1517036 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1517312.125000 Penalty: 2880.982178
	Iteration 8Q: 3 clusters Score -1517312 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1517590.500000 Penalty: 2880.982178
	Iteration 9Q: 3 clusters Score -1517590 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1517864.250000 Penalty: 2880.982178
	Iteration 10Q: 3 clusters Score -1517864 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1518200.875000 Penalty: 2880.982178
	Iteration 11Q: 3 clusters Score -1518201 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1518558.250000 Penalty: 2880.982178
	Iteration 12Q: 3 clusters Score -1518558 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1518948.750000 Penalty: 2880.982178
	Iteration 13Q: 3 clusters Score -1518949 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1519359.000000 Penalty: 2880.982178
	Iteration 14Q: 3 clusters Score -1519359 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1519756.375000 Penalty: 2880.982178
	Iteration 15Q: 3 clusters Score -1519756 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1520191.500000 Penalty: 2880.982178
	Iteration 16Q: 3 clusters Score -1520192 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1520639.000000 Penalty: 2880.982178
	Iteration 17Q: 3 clusters Score -1520639 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1521092.250000 Penalty: 2880.982178
	Iteration 18Q: 3 clusters Score -1521092 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1521471.250000 Penalty: 2880.982178
	Iteration 19Q: 3 clusters Score -1521471 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1521790.375000 Penalty: 2880.982178
	Iteration 20F: 3 clusters Score -1521790 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1522026.750000 Penalty: 2880.982178
	Iteration 21Q: 3 clusters Score -1522027 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1522192.750000 Penalty: 2880.982178
	Iteration 22Q: 3 clusters Score -1522193 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1522288.625000 Penalty: 2880.982178
	Iteration 23Q: 3 clusters Score -1522289 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1522350.375000 Penalty: 2880.982178
	Iteration 24Q: 3 clusters Score -1522350 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1522412.625000 Penalty: 2880.982178
	Iteration 25Q: 3 clusters Score -1522413 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1522468.500000 Penalty: 2880.982178
	Iteration 26Q: 3 clusters Score -1522468 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1522501.125000 Penalty: 2880.982178
	Iteration 27Q: 3 clusters Score -1522501 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1522528.375000 Penalty: 2880.982178
	Iteration 28Q: 3 clusters Score -1522528 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1522547.625000 Penalty: 2880.982178
	Iteration 29Q: 3 clusters Score -1522548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1522553.750000 Penalty: 2880.982178
	Iteration 30Q: 3 clusters Score -1522554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1522558.625000 Penalty: 2880.982178
	Iteration 31Q: 3 clusters Score -1522559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1522564.250000 Penalty: 2880.982178
	Iteration 32Q: 3 clusters Score -1522564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1522566.125000 Penalty: 2880.982178
	Iteration 33Q: 3 clusters Score -1522566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1522567.750000 Penalty: 2880.982178
	Iteration 34Q: 3 clusters Score -1522568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1522568.625000 Penalty: 2880.982178
	Iteration 35Q: 3 clusters Score -1522569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1522572.125000 Penalty: 2880.982178
	Iteration 36Q: 3 clusters Score -1522572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1522574.250000 Penalty: 2880.982178
	Iteration 37Q: 3 clusters Score -1522574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1522575.625000 Penalty: 2880.982178
	Iteration 38Q: 3 clusters Score -1522576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1522575.625000 Penalty: 2880.982178
	Iteration 39F: 3 clusters Score -1522576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 43764 members 
Mstep: Class 2 contains 789 members 
Mstep: Class 3 contains 52504 members 
Mstep: Class 4 contains 8721 members 
Mstep: Class 5 contains 136061 members 
Mstep: Class 6 contains 32859 members 
Mstep: Class 7 contains 50786 members 
Mstep: Class 8 contains 3784 members 
Mstep: Class 9 contains 10330 members 
Mstep: Class 10 contains 9659 members 
Mstep: Class 11 contains 6981 members 
Mstep: Class 12 contains 21312 members 
Mstep: Class 13 contains 4016 members 
Mstep: Class 14 contains 4569 members 
Mstep: Class 15 contains 2644 members 
Mstep: Class 16 contains 34661 members 
Mstep: Class 17 contains 37207 members 
Mstep: Class 18 contains 10954 members 
Mstep: Class 19 contains 5626 members 
Mstep: Class 20 contains 1419 members 
Mstep: Class 21 contains 41399 members 
Mstep: Class 22 contains 8527 members 
Mstep: Class 23 contains 4485 members 
Mstep: Class 24 contains 6391 members 
Mstep: Class 25 contains 14676 members 
Mstep: Class 26 contains 3728 members 
Mstep: Class 27 contains 17876 members 
Mstep: Class 28 contains 15151 members 
Mstep: Class 29 contains 17358 members 
Mstep: Class 30 contains 16380 members 
Mstep: Class 31 contains 9390 members 
Mstep: Class 32 contains 120056 members 
Mstep: Class 33 contains 17597 members 
Mstep: Class 34 contains 8877 members 
Mstep: Class 35 contains 22958 members 
Mstep: Class 36 contains 2022 members 
Mstep: Class 37 contains 36448 members 
Mstep: Class 38 contains 5222 members 
Mstep: Class 39 contains 17055 members 
Mstep: Class 40 contains 1469 members 
Mstep: Class 41 contains 620 members 
Mstep: Class 42 contains 6772 members 
Mstep: Class 43 contains 14489 members 
Mstep: Class 44 contains 7715 members 
Mstep: Class 45 contains 3577 members 
Mstep: Class 46 contains 855 members 
Entering Unmasked Estep 
Score: -88028960.000000 Penalty: 93841.789062
Splitting cluster 28 changes total score from -87980040.000000 to -88028960.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 29 (17358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Entering Unmasked Estep 
Score: -1735037.875000 Penalty: 1452.557129
	Iteration 0F: 2 clusters Score -1735038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1723661.125000 Penalty: 2905.114258
	Iteration 0F: 3 clusters Score -1723661 nChanged 7551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1727864.750000 Penalty: 2905.114258
	Iteration 1F: 3 clusters Score -1727865 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1728308.250000 Penalty: 2905.114258
	Iteration 2F: 3 clusters Score -1728308 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1728676.875000 Penalty: 2905.114258
	Iteration 3F: 3 clusters Score -1728677 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1729024.500000 Penalty: 2905.114258
	Iteration 4Q: 3 clusters Score -1729024 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1729380.125000 Penalty: 2905.114258
	Iteration 5Q: 3 clusters Score -1729380 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1729735.875000 Penalty: 2905.114258
	Iteration 6Q: 3 clusters Score -1729736 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1730060.875000 Penalty: 2905.114258
	Iteration 7Q: 3 clusters Score -1730061 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1730367.875000 Penalty: 2905.114258
	Iteration 8Q: 3 clusters Score -1730368 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1730659.750000 Penalty: 2905.114258
	Iteration 9Q: 3 clusters Score -1730660 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1730934.000000 Penalty: 2905.114258
	Iteration 10Q: 3 clusters Score -1730934 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1731172.875000 Penalty: 2905.114258
	Iteration 11Q: 3 clusters Score -1731173 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1731397.125000 Penalty: 2905.114258
	Iteration 12Q: 3 clusters Score -1731397 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1731618.250000 Penalty: 2905.114258
	Iteration 13Q: 3 clusters Score -1731618 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1731842.625000 Penalty: 2905.114258
	Iteration 14Q: 3 clusters Score -1731843 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1732123.250000 Penalty: 2905.114258
	Iteration 15Q: 3 clusters Score -1732123 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1732434.875000 Penalty: 2905.114258
	Iteration 16Q: 3 clusters Score -1732435 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1732764.125000 Penalty: 2905.114258
	Iteration 17Q: 3 clusters Score -1732764 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1733027.875000 Penalty: 2905.114258
	Iteration 18Q: 3 clusters Score -1733028 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1733207.125000 Penalty: 2905.114258
	Iteration 19Q: 3 clusters Score -1733207 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1733362.875000 Penalty: 2905.114258
	Iteration 20F: 3 clusters Score -1733363 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1733470.125000 Penalty: 2905.114258
	Iteration 21Q: 3 clusters Score -1733470 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1733545.875000 Penalty: 2905.114258
	Iteration 22Q: 3 clusters Score -1733546 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1733602.250000 Penalty: 2905.114258
	Iteration 23Q: 3 clusters Score -1733602 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1733646.625000 Penalty: 2905.114258
	Iteration 24Q: 3 clusters Score -1733647 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1733688.625000 Penalty: 2905.114258
	Iteration 25Q: 3 clusters Score -1733689 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1733729.500000 Penalty: 2905.114258
	Iteration 26Q: 3 clusters Score -1733730 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1733779.250000 Penalty: 2905.114258
	Iteration 27Q: 3 clusters Score -1733779 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1733817.000000 Penalty: 2905.114258
	Iteration 28Q: 3 clusters Score -1733817 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1733854.625000 Penalty: 2905.114258
	Iteration 29Q: 3 clusters Score -1733855 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1733883.750000 Penalty: 2905.114258
	Iteration 30Q: 3 clusters Score -1733884 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1733924.250000 Penalty: 2905.114258
	Iteration 31Q: 3 clusters Score -1733924 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1733949.250000 Penalty: 2905.114258
	Iteration 32Q: 3 clusters Score -1733949 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1733967.250000 Penalty: 2905.114258
	Iteration 33Q: 3 clusters Score -1733967 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1733982.750000 Penalty: 2905.114258
	Iteration 34Q: 3 clusters Score -1733983 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1733994.875000 Penalty: 2905.114258
	Iteration 35Q: 3 clusters Score -1733995 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1734008.375000 Penalty: 2905.114258
	Iteration 36Q: 3 clusters Score -1734008 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1734033.000000 Penalty: 2905.114258
	Iteration 37Q: 3 clusters Score -1734033 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1734051.000000 Penalty: 2905.114258
	Iteration 38Q: 3 clusters Score -1734051 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1734073.250000 Penalty: 2905.114258
	Iteration 39Q: 3 clusters Score -1734073 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1734092.125000 Penalty: 2905.114258
	Iteration 40F: 3 clusters Score -1734092 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1734115.000000 Penalty: 2905.114258
	Iteration 41Q: 3 clusters Score -1734115 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1734144.875000 Penalty: 2905.114258
	Iteration 42Q: 3 clusters Score -1734145 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1734170.625000 Penalty: 2905.114258
	Iteration 43Q: 3 clusters Score -1734171 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1734197.375000 Penalty: 2905.114258
	Iteration 44Q: 3 clusters Score -1734197 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1734218.625000 Penalty: 2905.114258
	Iteration 45Q: 3 clusters Score -1734219 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1734241.500000 Penalty: 2905.114258
	Iteration 46Q: 3 clusters Score -1734242 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1734274.125000 Penalty: 2905.114258
	Iteration 47Q: 3 clusters Score -1734274 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1734310.500000 Penalty: 2905.114258
	Iteration 48Q: 3 clusters Score -1734310 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1734361.500000 Penalty: 2905.114258
	Iteration 49Q: 3 clusters Score -1734362 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1734398.750000 Penalty: 2905.114258
	Iteration 50Q: 3 clusters Score -1734399 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1734420.875000 Penalty: 2905.114258
	Iteration 51Q: 3 clusters Score -1734421 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1734464.625000 Penalty: 2905.114258
	Iteration 52Q: 3 clusters Score -1734465 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1734508.625000 Penalty: 2905.114258
	Iteration 53Q: 3 clusters Score -1734509 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1734545.250000 Penalty: 2905.114258
	Iteration 54Q: 3 clusters Score -1734545 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1734590.000000 Penalty: 2905.114258
	Iteration 55Q: 3 clusters Score -1734590 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1734636.875000 Penalty: 2905.114258
	Iteration 56Q: 3 clusters Score -1734637 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1734662.250000 Penalty: 2905.114258
	Iteration 57Q: 3 clusters Score -1734662 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1734678.625000 Penalty: 2905.114258
	Iteration 58Q: 3 clusters Score -1734679 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1734696.625000 Penalty: 2905.114258
	Iteration 59Q: 3 clusters Score -1734697 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1734702.750000 Penalty: 2905.114258
	Iteration 60F: 3 clusters Score -1734703 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1734714.125000 Penalty: 2905.114258
	Iteration 61Q: 3 clusters Score -1734714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1734719.750000 Penalty: 2905.114258
	Iteration 62Q: 3 clusters Score -1734720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1734723.875000 Penalty: 2905.114258
	Iteration 63Q: 3 clusters Score -1734724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1734729.125000 Penalty: 2905.114258
	Iteration 64Q: 3 clusters Score -1734729 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1734734.250000 Penalty: 2905.114258
	Iteration 65Q: 3 clusters Score -1734734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1734739.250000 Penalty: 2905.114258
	Iteration 66Q: 3 clusters Score -1734739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1734740.750000 Penalty: 2905.114258
	Iteration 67Q: 3 clusters Score -1734741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1734741.125000 Penalty: 2905.114258
	Iteration 68Q: 3 clusters Score -1734741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1734741.875000 Penalty: 2905.114258
	Iteration 69Q: 3 clusters Score -1734742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1734741.875000 Penalty: 2905.114258
	Iteration 70F: 3 clusters Score -1734742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (16380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Entering Unmasked Estep 
Score: -1717211.375000 Penalty: 1443.927856
	Iteration 0F: 2 clusters Score -1717211 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1706539.875000 Penalty: 2887.855713
	Iteration 0F: 3 clusters Score -1706540 nChanged 7046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1710208.250000 Penalty: 2887.855713
	Iteration 1F: 3 clusters Score -1710208 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1710618.875000 Penalty: 2887.855713
	Iteration 2F: 3 clusters Score -1710619 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1710935.125000 Penalty: 2887.855713
	Iteration 3F: 3 clusters Score -1710935 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1711194.375000 Penalty: 2887.855713
	Iteration 4Q: 3 clusters Score -1711194 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1711409.250000 Penalty: 2887.855713
	Iteration 5Q: 3 clusters Score -1711409 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1711614.875000 Penalty: 2887.855713
	Iteration 6Q: 3 clusters Score -1711615 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1711840.125000 Penalty: 2887.855713
	Iteration 7Q: 3 clusters Score -1711840 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1712092.625000 Penalty: 2887.855713
	Iteration 8Q: 3 clusters Score -1712093 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -1712401.625000 Penalty: 2887.855713
	Iteration 9Q: 3 clusters Score -1712402 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1712759.000000 Penalty: 2887.855713
	Iteration 10Q: 3 clusters Score -1712759 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -1713206.125000 Penalty: 2887.855713
	Iteration 11Q: 3 clusters Score -1713206 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1713727.000000 Penalty: 2887.855713
	Iteration 12Q: 3 clusters Score -1713727 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -1714234.375000 Penalty: 2887.855713
	Iteration 13Q: 3 clusters Score -1714234 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -1714674.625000 Penalty: 2887.855713
	Iteration 14Q: 3 clusters Score -1714675 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -1715086.750000 Penalty: 2887.855713
	Iteration 15Q: 3 clusters Score -1715087 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -1715413.875000 Penalty: 2887.855713
	Iteration 16Q: 3 clusters Score -1715414 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -1715661.750000 Penalty: 2887.855713
	Iteration 17Q: 3 clusters Score -1715662 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -1715860.375000 Penalty: 2887.855713
	Iteration 18Q: 3 clusters Score -1715860 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -1715998.125000 Penalty: 2887.855713
	Iteration 19Q: 3 clusters Score -1715998 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -1716097.250000 Penalty: 2887.855713
	Iteration 20F: 3 clusters Score -1716097 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -1716161.500000 Penalty: 2887.855713
	Iteration 21Q: 3 clusters Score -1716162 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -1716196.625000 Penalty: 2887.855713
	Iteration 22Q: 3 clusters Score -1716197 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -1716221.250000 Penalty: 2887.855713
	Iteration 23Q: 3 clusters Score -1716221 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -1716238.750000 Penalty: 2887.855713
	Iteration 24Q: 3 clusters Score -1716239 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -1716254.125000 Penalty: 2887.855713
	Iteration 25Q: 3 clusters Score -1716254 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -1716266.875000 Penalty: 2887.855713
	Iteration 26Q: 3 clusters Score -1716267 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -1716275.000000 Penalty: 2887.855713
	Iteration 27Q: 3 clusters Score -1716275 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -1716283.625000 Penalty: 2887.855713
	Iteration 28Q: 3 clusters Score -1716284 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -1716293.375000 Penalty: 2887.855713
	Iteration 29Q: 3 clusters Score -1716293 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -1716303.000000 Penalty: 2887.855713
	Iteration 30Q: 3 clusters Score -1716303 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -1716311.375000 Penalty: 2887.855713
	Iteration 31Q: 3 clusters Score -1716311 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -1716324.125000 Penalty: 2887.855713
	Iteration 32Q: 3 clusters Score -1716324 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -1716326.625000 Penalty: 2887.855713
	Iteration 33Q: 3 clusters Score -1716327 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -1716335.500000 Penalty: 2887.855713
	Iteration 34Q: 3 clusters Score -1716336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -1716336.250000 Penalty: 2887.855713
	Iteration 35Q: 3 clusters Score -1716336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -1716337.125000 Penalty: 2887.855713
	Iteration 36Q: 3 clusters Score -1716337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -1716338.125000 Penalty: 2887.855713
	Iteration 37Q: 3 clusters Score -1716338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -1716338.125000 Penalty: 2887.855713
	Iteration 38Q: 3 clusters Score -1716338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -1716339.250000 Penalty: 2887.855713
	Iteration 39Q: 3 clusters Score -1716339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -1716339.250000 Penalty: 2887.855713
	Iteration 40F: 3 clusters Score -1716339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Entering Unmasked Estep 
Score: -971875.500000 Penalty: 1361.133301
	Iteration 0F: 2 clusters Score -971875.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -965474.000000 Penalty: 2722.266602
	Iteration 0F: 3 clusters Score -965474 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -967494.312500 Penalty: 2722.266602
	Iteration 1F: 3 clusters Score -967494.3 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -967799.500000 Penalty: 2722.266602
	Iteration 2F: 3 clusters Score -967799.5 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -968008.437500 Penalty: 2722.266602
	Iteration 3Q: 3 clusters Score -968008.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -968147.812500 Penalty: 2722.266602
	Iteration 4Q: 3 clusters Score -968147.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -968249.187500 Penalty: 2722.266602
	Iteration 5Q: 3 clusters Score -968249.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -968318.500000 Penalty: 2722.266602
	Iteration 6Q: 3 clusters Score -968318.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -968381.500000 Penalty: 2722.266602
	Iteration 7Q: 3 clusters Score -968381.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -968423.312500 Penalty: 2722.266602
	Iteration 8Q: 3 clusters Score -968423.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -968452.312500 Penalty: 2722.266602
	Iteration 9Q: 3 clusters Score -968452.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -968483.625000 Penalty: 2722.266602
	Iteration 10Q: 3 clusters Score -968483.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -968510.937500 Penalty: 2722.266602
	Iteration 11Q: 3 clusters Score -968510.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -968528.187500 Penalty: 2722.266602
	Iteration 12Q: 3 clusters Score -968528.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -968551.687500 Penalty: 2722.266602
	Iteration 13Q: 3 clusters Score -968551.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -968571.437500 Penalty: 2722.266602
	Iteration 14Q: 3 clusters Score -968571.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -968587.625000 Penalty: 2722.266602
	Iteration 15Q: 3 clusters Score -968587.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -968602.562500 Penalty: 2722.266602
	Iteration 16Q: 3 clusters Score -968602.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -968615.312500 Penalty: 2722.266602
	Iteration 17Q: 3 clusters Score -968615.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -968631.562500 Penalty: 2722.266602
	Iteration 18Q: 3 clusters Score -968631.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -968653.250000 Penalty: 2722.266602
	Iteration 19Q: 3 clusters Score -968653.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -968677.375000 Penalty: 2722.266602
	Iteration 20F: 3 clusters Score -968677.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -968700.625000 Penalty: 2722.266602
	Iteration 21Q: 3 clusters Score -968700.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -968715.812500 Penalty: 2722.266602
	Iteration 22Q: 3 clusters Score -968715.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -968740.187500 Penalty: 2722.266602
	Iteration 23Q: 3 clusters Score -968740.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -968759.687500 Penalty: 2722.266602
	Iteration 24Q: 3 clusters Score -968759.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -968773.250000 Penalty: 2722.266602
	Iteration 25Q: 3 clusters Score -968773.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -968794.812500 Penalty: 2722.266602
	Iteration 26Q: 3 clusters Score -968794.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -968819.187500 Penalty: 2722.266602
	Iteration 27Q: 3 clusters Score -968819.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -968851.687500 Penalty: 2722.266602
	Iteration 28Q: 3 clusters Score -968851.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -968887.562500 Penalty: 2722.266602
	Iteration 29Q: 3 clusters Score -968887.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -968921.750000 Penalty: 2722.266602
	Iteration 30Q: 3 clusters Score -968921.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -968955.687500 Penalty: 2722.266602
	Iteration 31Q: 3 clusters Score -968955.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -969001.062500 Penalty: 2722.266602
	Iteration 32Q: 3 clusters Score -969001.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -969062.812500 Penalty: 2722.266602
	Iteration 33Q: 3 clusters Score -969062.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -969134.937500 Penalty: 2722.266602
	Iteration 34Q: 3 clusters Score -969134.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -969223.562500 Penalty: 2722.266602
	Iteration 35Q: 3 clusters Score -969223.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -969335.000000 Penalty: 2722.266602
	Iteration 36Q: 3 clusters Score -969335 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -969458.000000 Penalty: 2722.266602
	Iteration 37Q: 3 clusters Score -969458 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -969596.375000 Penalty: 2722.266602
	Iteration 38Q: 3 clusters Score -969596.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -969745.500000 Penalty: 2722.266602
	Iteration 39Q: 3 clusters Score -969745.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -969921.750000 Penalty: 2722.266602
	Iteration 40F: 3 clusters Score -969921.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -970118.375000 Penalty: 2722.266602
	Iteration 41Q: 3 clusters Score -970118.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -970331.187500 Penalty: 2722.266602
	Iteration 42Q: 3 clusters Score -970331.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -970490.125000 Penalty: 2722.266602
	Iteration 43Q: 3 clusters Score -970490.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -970637.562500 Penalty: 2722.266602
	Iteration 44Q: 3 clusters Score -970637.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -970783.562500 Penalty: 2722.266602
	Iteration 45Q: 3 clusters Score -970783.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -970882.562500 Penalty: 2722.266602
	Iteration 46Q: 3 clusters Score -970882.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -970938.937500 Penalty: 2722.266602
	Iteration 47Q: 3 clusters Score -970938.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -970975.500000 Penalty: 2722.266602
	Iteration 48Q: 3 clusters Score -970975.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -971001.187500 Penalty: 2722.266602
	Iteration 49Q: 3 clusters Score -971001.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -971015.500000 Penalty: 2722.266602
	Iteration 50Q: 3 clusters Score -971015.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -971023.500000 Penalty: 2722.266602
	Iteration 51Q: 3 clusters Score -971023.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -971029.687500 Penalty: 2722.266602
	Iteration 52Q: 3 clusters Score -971029.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -971033.875000 Penalty: 2722.266602
	Iteration 53Q: 3 clusters Score -971033.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -971036.187500 Penalty: 2722.266602
	Iteration 54Q: 3 clusters Score -971036.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -971038.125000 Penalty: 2722.266602
	Iteration 55Q: 3 clusters Score -971038.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -971039.312500 Penalty: 2722.266602
	Iteration 56Q: 3 clusters Score -971039.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -971039.312500 Penalty: 2722.266602
	Iteration 57F: 3 clusters Score -971039.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (120056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120056 members 
Entering Unmasked Estep 
Score: -12123764.000000 Penalty: 1740.322266
	Iteration 0F: 2 clusters Score -1.212376e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60059 members 
Mstep: Class 2 contains 59997 members 
Entering Unmasked Estep 
Score: -12044625.000000 Penalty: 3480.644531
	Iteration 0F: 3 clusters Score -1.204462e+07 nChanged 56940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59815 members 
Mstep: Class 2 contains 60241 members 
Entering Unmasked Estep 
Score: -12077785.000000 Penalty: 3480.644531
	Iteration 1F: 3 clusters Score -1.207778e+07 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59481 members 
Mstep: Class 2 contains 60575 members 
Entering Unmasked Estep 
Score: -12078773.000000 Penalty: 3480.644531
	Iteration 2Q: 3 clusters Score -1.207877e+07 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58897 members 
Mstep: Class 2 contains 61159 members 
Entering Unmasked Estep 
Score: -12080106.000000 Penalty: 3480.644531
	Iteration 3Q: 3 clusters Score -1.208011e+07 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58050 members 
Mstep: Class 2 contains 62006 members 
Entering Unmasked Estep 
Score: -12081690.000000 Penalty: 3480.644531
	Iteration 4Q: 3 clusters Score -1.208169e+07 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56890 members 
Mstep: Class 2 contains 63166 members 
Entering Unmasked Estep 
Score: -12083445.000000 Penalty: 3480.644531
	Iteration 5Q: 3 clusters Score -1.208344e+07 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55324 members 
Mstep: Class 2 contains 64732 members 
Entering Unmasked Estep 
Score: -12085599.000000 Penalty: 3480.644531
	Iteration 6Q: 3 clusters Score -1.20856e+07 nChanged 5599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53303 members 
Mstep: Class 2 contains 66753 members 
Entering Unmasked Estep 
Score: -12087713.000000 Penalty: 3480.644531
	Iteration 7Q: 3 clusters Score -1.208771e+07 nChanged 5817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50878 members 
Mstep: Class 2 contains 69178 members 
Entering Unmasked Estep 
Score: -12090247.000000 Penalty: 3480.644531
	Iteration 8Q: 3 clusters Score -1.209025e+07 nChanged 5816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48194 members 
Mstep: Class 2 contains 71862 members 
Entering Unmasked Estep 
Score: -12092915.000000 Penalty: 3480.644531
	Iteration 9Q: 3 clusters Score -1.209292e+07 nChanged 5842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45212 members 
Mstep: Class 2 contains 74844 members 
Entering Unmasked Estep 
Score: -12095819.000000 Penalty: 3480.644531
	Iteration 10Q: 3 clusters Score -1.209582e+07 nChanged 5718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42012 members 
Mstep: Class 2 contains 78044 members 
Entering Unmasked Estep 
Score: -12098721.000000 Penalty: 3480.644531
	Iteration 11Q: 3 clusters Score -1.209872e+07 nChanged 5287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38641 members 
Mstep: Class 2 contains 81415 members 
Entering Unmasked Estep 
Score: -12101580.000000 Penalty: 3480.644531
	Iteration 12Q: 3 clusters Score -1.210158e+07 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35260 members 
Mstep: Class 2 contains 84796 members 
Entering Unmasked Estep 
Score: -12104552.000000 Penalty: 3480.644531
	Iteration 13Q: 3 clusters Score -1.210455e+07 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31963 members 
Mstep: Class 2 contains 88093 members 
Entering Unmasked Estep 
Score: -12107743.000000 Penalty: 3480.644531
	Iteration 14Q: 3 clusters Score -1.210774e+07 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29000 members 
Mstep: Class 2 contains 91056 members 
Entering Unmasked Estep 
Score: -12110339.000000 Penalty: 3480.644531
	Iteration 15Q: 3 clusters Score -1.211034e+07 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 93670 members 
Entering Unmasked Estep 
Score: -12112338.000000 Penalty: 3480.644531
	Iteration 16Q: 3 clusters Score -1.211234e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 96042 members 
Entering Unmasked Estep 
Score: -12113752.000000 Penalty: 3480.644531
	Iteration 17Q: 3 clusters Score -1.211375e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 98289 members 
Entering Unmasked Estep 
Score: -12115074.000000 Penalty: 3480.644531
	Iteration 18Q: 3 clusters Score -1.211507e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 100368 members 
Entering Unmasked Estep 
Score: -12116199.000000 Penalty: 3480.644531
	Iteration 19Q: 3 clusters Score -1.21162e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 102296 members 
Entering Unmasked Estep 
Score: -12117323.000000 Penalty: 3480.644531
	Iteration 20F: 3 clusters Score -1.211732e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 104069 members 
Entering Unmasked Estep 
Score: -12118290.000000 Penalty: 3480.644531
	Iteration 21Q: 3 clusters Score -1.211829e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 105616 members 
Entering Unmasked Estep 
Score: -12119205.000000 Penalty: 3480.644531
	Iteration 22Q: 3 clusters Score -1.21192e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 106959 members 
Entering Unmasked Estep 
Score: -12119860.000000 Penalty: 3480.644531
	Iteration 23Q: 3 clusters Score -1.211986e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 108184 members 
Entering Unmasked Estep 
Score: -12120477.000000 Penalty: 3480.644531
	Iteration 24Q: 3 clusters Score -1.212048e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 109200 members 
Entering Unmasked Estep 
Score: -12120941.000000 Penalty: 3480.644531
	Iteration 25Q: 3 clusters Score -1.212094e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 110106 members 
Entering Unmasked Estep 
Score: -12121303.000000 Penalty: 3480.644531
	Iteration 26Q: 3 clusters Score -1.21213e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 110872 members 
Entering Unmasked Estep 
Score: -12121626.000000 Penalty: 3480.644531
	Iteration 27Q: 3 clusters Score -1.212163e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 111537 members 
Entering Unmasked Estep 
Score: -12121961.000000 Penalty: 3480.644531
	Iteration 28Q: 3 clusters Score -1.212196e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 112145 members 
Entering Unmasked Estep 
Score: -12122183.000000 Penalty: 3480.644531
	Iteration 29Q: 3 clusters Score -1.212218e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 112689 members 
Entering Unmasked Estep 
Score: -12122375.000000 Penalty: 3480.644531
	Iteration 30Q: 3 clusters Score -1.212238e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 113194 members 
Entering Unmasked Estep 
Score: -12122580.000000 Penalty: 3480.644531
	Iteration 31Q: 3 clusters Score -1.212258e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 113623 members 
Entering Unmasked Estep 
Score: -12122762.000000 Penalty: 3480.644531
	Iteration 32Q: 3 clusters Score -1.212276e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 114006 members 
Entering Unmasked Estep 
Score: -12122819.000000 Penalty: 3480.644531
	Iteration 33Q: 3 clusters Score -1.212282e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 114331 members 
Entering Unmasked Estep 
Score: -12122920.000000 Penalty: 3480.644531
	Iteration 34Q: 3 clusters Score -1.212292e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 114637 members 
Entering Unmasked Estep 
Score: -12123066.000000 Penalty: 3480.644531
	Iteration 35Q: 3 clusters Score -1.212307e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 114884 members 
Entering Unmasked Estep 
Score: -12123107.000000 Penalty: 3480.644531
	Iteration 36Q: 3 clusters Score -1.212311e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 115090 members 
Entering Unmasked Estep 
Score: -12123125.000000 Penalty: 3480.644531
	Iteration 37Q: 3 clusters Score -1.212312e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 115274 members 
Entering Unmasked Estep 
Score: -12123136.000000 Penalty: 3480.644531
	Iteration 38Q: 3 clusters Score -1.212314e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 115414 members 
Entering Unmasked Estep 
Score: -12123174.000000 Penalty: 3480.644531
	Iteration 39Q: 3 clusters Score -1.212317e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 115543 members 
Entering Unmasked Estep 
Score: -12123181.000000 Penalty: 3480.644531
	Iteration 40F: 3 clusters Score -1.212318e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 115653 members 
Entering Unmasked Estep 
Score: -12123220.000000 Penalty: 3480.644531
	Iteration 41Q: 3 clusters Score -1.212322e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 115753 members 
Entering Unmasked Estep 
Score: -12123201.000000 Penalty: 3480.644531
	Iteration 42Q: 3 clusters Score -1.21232e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 115848 members 
Entering Unmasked Estep 
Score: -12123249.000000 Penalty: 3480.644531
	Iteration 43Q: 3 clusters Score -1.212325e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 115920 members 
Entering Unmasked Estep 
Score: -12123265.000000 Penalty: 3480.644531
	Iteration 44Q: 3 clusters Score -1.212326e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 115982 members 
Entering Unmasked Estep 
Score: -12123288.000000 Penalty: 3480.644531
	Iteration 45Q: 3 clusters Score -1.212329e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 116048 members 
Entering Unmasked Estep 
Score: -12123309.000000 Penalty: 3480.644531
	Iteration 46Q: 3 clusters Score -1.212331e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 116116 members 
Entering Unmasked Estep 
Score: -12123319.000000 Penalty: 3480.644531
	Iteration 47Q: 3 clusters Score -1.212332e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 116179 members 
Entering Unmasked Estep 
Score: -12123335.000000 Penalty: 3480.644531
	Iteration 48Q: 3 clusters Score -1.212334e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 116246 members 
Entering Unmasked Estep 
Score: -12123367.000000 Penalty: 3480.644531
	Iteration 49Q: 3 clusters Score -1.212337e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 116290 members 
Entering Unmasked Estep 
Score: -12123381.000000 Penalty: 3480.644531
	Iteration 50Q: 3 clusters Score -1.212338e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 116324 members 
Entering Unmasked Estep 
Score: -12123395.000000 Penalty: 3480.644531
	Iteration 51Q: 3 clusters Score -1.21234e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 116351 members 
Entering Unmasked Estep 
Score: -12123398.000000 Penalty: 3480.644531
	Iteration 52Q: 3 clusters Score -1.21234e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 116377 members 
Entering Unmasked Estep 
Score: -12123389.000000 Penalty: 3480.644531
	Iteration 53Q: 3 clusters Score -1.212339e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 116394 members 
Entering Unmasked Estep 
Score: -12123400.000000 Penalty: 3480.644531
	Iteration 54Q: 3 clusters Score -1.21234e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 116410 members 
Entering Unmasked Estep 
Score: -12123386.000000 Penalty: 3480.644531
	Iteration 55Q: 3 clusters Score -1.212339e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 116427 members 
Entering Unmasked Estep 
Score: -12123398.000000 Penalty: 3480.644531
	Iteration 56Q: 3 clusters Score -1.21234e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 116440 members 
Entering Unmasked Estep 
Score: -12123406.000000 Penalty: 3480.644531
	Iteration 57Q: 3 clusters Score -1.212341e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 116453 members 
Entering Unmasked Estep 
Score: -12123406.000000 Penalty: 3480.644531
	Iteration 58Q: 3 clusters Score -1.212341e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 116465 members 
Entering Unmasked Estep 
Score: -12123409.000000 Penalty: 3480.644531
	Iteration 59Q: 3 clusters Score -1.212341e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 116479 members 
Entering Unmasked Estep 
Score: -12123413.000000 Penalty: 3480.644531
	Iteration 60F: 3 clusters Score -1.212341e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 116488 members 
Entering Unmasked Estep 
Score: -12123409.000000 Penalty: 3480.644531
	Iteration 61Q: 3 clusters Score -1.212341e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 116492 members 
Entering Unmasked Estep 
Score: -12123427.000000 Penalty: 3480.644531
	Iteration 62Q: 3 clusters Score -1.212343e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 116498 members 
Entering Unmasked Estep 
Score: -12123419.000000 Penalty: 3480.644531
	Iteration 63Q: 3 clusters Score -1.212342e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 116502 members 
Entering Unmasked Estep 
Score: -12123414.000000 Penalty: 3480.644531
	Iteration 64Q: 3 clusters Score -1.212341e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 116507 members 
Entering Unmasked Estep 
Score: -12123413.000000 Penalty: 3480.644531
	Iteration 65Q: 3 clusters Score -1.212341e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 116510 members 
Entering Unmasked Estep 
Score: -12123417.000000 Penalty: 3480.644531
	Iteration 66Q: 3 clusters Score -1.212342e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 116515 members 
Entering Unmasked Estep 
Score: -12123413.000000 Penalty: 3480.644531
	Iteration 67Q: 3 clusters Score -1.212341e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 116519 members 
Entering Unmasked Estep 
Score: -12123403.000000 Penalty: 3480.644531
	Iteration 68Q: 3 clusters Score -1.21234e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 116525 members 
Entering Unmasked Estep 
Score: -12123406.000000 Penalty: 3480.644531
	Iteration 69Q: 3 clusters Score -1.212341e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 116529 members 
Entering Unmasked Estep 
Score: -12123399.000000 Penalty: 3480.644531
	Iteration 70Q: 3 clusters Score -1.21234e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 116535 members 
Entering Unmasked Estep 
Score: -12123408.000000 Penalty: 3480.644531
	Iteration 71Q: 3 clusters Score -1.212341e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 116539 members 
Entering Unmasked Estep 
Score: -12123401.000000 Penalty: 3480.644531
	Iteration 72Q: 3 clusters Score -1.21234e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 116544 members 
Entering Unmasked Estep 
Score: -12123401.000000 Penalty: 3480.644531
	Iteration 73Q: 3 clusters Score -1.21234e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 116547 members 
Entering Unmasked Estep 
Score: -12123405.000000 Penalty: 3480.644531
	Iteration 74Q: 3 clusters Score -1.21234e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 116549 members 
Entering Unmasked Estep 
Score: -12123407.000000 Penalty: 3480.644531
	Iteration 75Q: 3 clusters Score -1.212341e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 116549 members 
Entering Unmasked Estep 
Score: -12123407.000000 Penalty: 3480.644531
	Iteration 76F: 3 clusters Score -1.212341e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (17597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Entering Unmasked Estep 
Score: -1836584.125000 Penalty: 1454.592041
	Iteration 0F: 2 clusters Score -1836584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1825052.875000 Penalty: 2909.184082
	Iteration 0F: 3 clusters Score -1825053 nChanged 7693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1829107.000000 Penalty: 2909.184082
	Iteration 1F: 3 clusters Score -1829107 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1829462.125000 Penalty: 2909.184082
	Iteration 2F: 3 clusters Score -1829462 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1829794.250000 Penalty: 2909.184082
	Iteration 3Q: 3 clusters Score -1829794 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1830126.500000 Penalty: 2909.184082
	Iteration 4Q: 3 clusters Score -1830126 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1830489.375000 Penalty: 2909.184082
	Iteration 5Q: 3 clusters Score -1830489 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1830846.875000 Penalty: 2909.184082
	Iteration 6Q: 3 clusters Score -1830847 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1831309.125000 Penalty: 2909.184082
	Iteration 7Q: 3 clusters Score -1831309 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1831884.000000 Penalty: 2909.184082
	Iteration 8F: 3 clusters Score -1831884 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1832518.000000 Penalty: 2909.184082
	Iteration 9F: 3 clusters Score -1832518 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1833116.875000 Penalty: 2909.184082
	Iteration 10F: 3 clusters Score -1833117 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1833639.500000 Penalty: 2909.184082
	Iteration 11Q: 3 clusters Score -1833640 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1834086.250000 Penalty: 2909.184082
	Iteration 12Q: 3 clusters Score -1834086 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1834414.875000 Penalty: 2909.184082
	Iteration 13Q: 3 clusters Score -1834415 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1834647.750000 Penalty: 2909.184082
	Iteration 14Q: 3 clusters Score -1834648 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1834829.625000 Penalty: 2909.184082
	Iteration 15Q: 3 clusters Score -1834830 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1834970.750000 Penalty: 2909.184082
	Iteration 16Q: 3 clusters Score -1834971 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1835083.875000 Penalty: 2909.184082
	Iteration 17Q: 3 clusters Score -1835084 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1835153.000000 Penalty: 2909.184082
	Iteration 18Q: 3 clusters Score -1835153 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1835203.375000 Penalty: 2909.184082
	Iteration 19Q: 3 clusters Score -1835203 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1835260.250000 Penalty: 2909.184082
	Iteration 20F: 3 clusters Score -1835260 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1835292.750000 Penalty: 2909.184082
	Iteration 21Q: 3 clusters Score -1835293 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1835336.250000 Penalty: 2909.184082
	Iteration 22Q: 3 clusters Score -1835336 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1835370.875000 Penalty: 2909.184082
	Iteration 23Q: 3 clusters Score -1835371 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1835394.125000 Penalty: 2909.184082
	Iteration 24Q: 3 clusters Score -1835394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1835403.875000 Penalty: 2909.184082
	Iteration 25Q: 3 clusters Score -1835404 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1835412.625000 Penalty: 2909.184082
	Iteration 26Q: 3 clusters Score -1835413 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1835422.125000 Penalty: 2909.184082
	Iteration 27Q: 3 clusters Score -1835422 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1835437.250000 Penalty: 2909.184082
	Iteration 28Q: 3 clusters Score -1835437 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1835443.250000 Penalty: 2909.184082
	Iteration 29Q: 3 clusters Score -1835443 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1835446.000000 Penalty: 2909.184082
	Iteration 30Q: 3 clusters Score -1835446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1835445.875000 Penalty: 2909.184082
	Iteration 31Q: 3 clusters Score -1835446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1835449.875000 Penalty: 2909.184082
	Iteration 32Q: 3 clusters Score -1835450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1835453.125000 Penalty: 2909.184082
	Iteration 33Q: 3 clusters Score -1835453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1835452.250000 Penalty: 2909.184082
	Iteration 34Q: 3 clusters Score -1835452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1835454.875000 Penalty: 2909.184082
	Iteration 35Q: 3 clusters Score -1835455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1835454.125000 Penalty: 2909.184082
	Iteration 36Q: 3 clusters Score -1835454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1835455.750000 Penalty: 2909.184082
	Iteration 37Q: 3 clusters Score -1835456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1835458.750000 Penalty: 2909.184082
	Iteration 38Q: 3 clusters Score -1835459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1835458.875000 Penalty: 2909.184082
	Iteration 39Q: 3 clusters Score -1835459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1835460.500000 Penalty: 2909.184082
	Iteration 40F: 3 clusters Score -1835460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1835460.250000 Penalty: 2909.184082
	Iteration 41Q: 3 clusters Score -1835460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1835461.375000 Penalty: 2909.184082
	Iteration 42Q: 3 clusters Score -1835461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1835461.375000 Penalty: 2909.184082
	Iteration 43F: 3 clusters Score -1835461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Entering Unmasked Estep 
Score: -897647.687500 Penalty: 1352.773438
	Iteration 0F: 2 clusters Score -897647.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -891606.687500 Penalty: 2705.546875
	Iteration 0F: 3 clusters Score -891606.7 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -893523.062500 Penalty: 2705.546875
	Iteration 1F: 3 clusters Score -893523.1 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -893798.000000 Penalty: 2705.546875
	Iteration 2F: 3 clusters Score -893798 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -893998.125000 Penalty: 2705.546875
	Iteration 3F: 3 clusters Score -893998.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -894170.437500 Penalty: 2705.546875
	Iteration 4Q: 3 clusters Score -894170.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -894335.750000 Penalty: 2705.546875
	Iteration 5Q: 3 clusters Score -894335.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -894518.312500 Penalty: 2705.546875
	Iteration 6Q: 3 clusters Score -894518.3 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -894737.062500 Penalty: 2705.546875
	Iteration 7Q: 3 clusters Score -894737.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -894962.375000 Penalty: 2705.546875
	Iteration 8Q: 3 clusters Score -894962.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -895151.250000 Penalty: 2705.546875
	Iteration 9Q: 3 clusters Score -895151.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -895306.062500 Penalty: 2705.546875
	Iteration 10Q: 3 clusters Score -895306.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -895440.500000 Penalty: 2705.546875
	Iteration 11Q: 3 clusters Score -895440.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -895555.187500 Penalty: 2705.546875
	Iteration 12Q: 3 clusters Score -895555.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -895658.000000 Penalty: 2705.546875
	Iteration 13Q: 3 clusters Score -895658 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -895740.125000 Penalty: 2705.546875
	Iteration 14Q: 3 clusters Score -895740.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -895817.375000 Penalty: 2705.546875
	Iteration 15Q: 3 clusters Score -895817.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -895878.375000 Penalty: 2705.546875
	Iteration 16Q: 3 clusters Score -895878.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -895928.187500 Penalty: 2705.546875
	Iteration 17Q: 3 clusters Score -895928.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -895977.250000 Penalty: 2705.546875
	Iteration 18Q: 3 clusters Score -895977.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -896017.500000 Penalty: 2705.546875
	Iteration 19Q: 3 clusters Score -896017.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -896043.625000 Penalty: 2705.546875
	Iteration 20F: 3 clusters Score -896043.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -896065.562500 Penalty: 2705.546875
	Iteration 21Q: 3 clusters Score -896065.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -896091.875000 Penalty: 2705.546875
	Iteration 22Q: 3 clusters Score -896091.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -896116.625000 Penalty: 2705.546875
	Iteration 23Q: 3 clusters Score -896116.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -896139.500000 Penalty: 2705.546875
	Iteration 24Q: 3 clusters Score -896139.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -896157.062500 Penalty: 2705.546875
	Iteration 25Q: 3 clusters Score -896157.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -896171.625000 Penalty: 2705.546875
	Iteration 26Q: 3 clusters Score -896171.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -896183.875000 Penalty: 2705.546875
	Iteration 27Q: 3 clusters Score -896183.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -896203.687500 Penalty: 2705.546875
	Iteration 28Q: 3 clusters Score -896203.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -896225.500000 Penalty: 2705.546875
	Iteration 29Q: 3 clusters Score -896225.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -896250.125000 Penalty: 2705.546875
	Iteration 30Q: 3 clusters Score -896250.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -896276.562500 Penalty: 2705.546875
	Iteration 31Q: 3 clusters Score -896276.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -896311.375000 Penalty: 2705.546875
	Iteration 32Q: 3 clusters Score -896311.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -896333.187500 Penalty: 2705.546875
	Iteration 33Q: 3 clusters Score -896333.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -896351.750000 Penalty: 2705.546875
	Iteration 34Q: 3 clusters Score -896351.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -896376.250000 Penalty: 2705.546875
	Iteration 35Q: 3 clusters Score -896376.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -896396.437500 Penalty: 2705.546875
	Iteration 36Q: 3 clusters Score -896396.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -896416.250000 Penalty: 2705.546875
	Iteration 37Q: 3 clusters Score -896416.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -896435.875000 Penalty: 2705.546875
	Iteration 38Q: 3 clusters Score -896435.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -896450.687500 Penalty: 2705.546875
	Iteration 39Q: 3 clusters Score -896450.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -896466.312500 Penalty: 2705.546875
	Iteration 40F: 3 clusters Score -896466.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -896482.062500 Penalty: 2705.546875
	Iteration 41Q: 3 clusters Score -896482.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -896500.062500 Penalty: 2705.546875
	Iteration 42Q: 3 clusters Score -896500.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -896514.375000 Penalty: 2705.546875
	Iteration 43Q: 3 clusters Score -896514.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -896527.187500 Penalty: 2705.546875
	Iteration 44Q: 3 clusters Score -896527.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -896539.250000 Penalty: 2705.546875
	Iteration 45Q: 3 clusters Score -896539.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -896547.750000 Penalty: 2705.546875
	Iteration 46Q: 3 clusters Score -896547.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -896553.437500 Penalty: 2705.546875
	Iteration 47Q: 3 clusters Score -896553.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -896559.937500 Penalty: 2705.546875
	Iteration 48Q: 3 clusters Score -896559.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -896565.187500 Penalty: 2705.546875
	Iteration 49Q: 3 clusters Score -896565.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -896568.875000 Penalty: 2705.546875
	Iteration 50Q: 3 clusters Score -896568.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -896571.812500 Penalty: 2705.546875
	Iteration 51Q: 3 clusters Score -896571.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -896576.062500 Penalty: 2705.546875
	Iteration 52Q: 3 clusters Score -896576.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -896578.000000 Penalty: 2705.546875
	Iteration 53Q: 3 clusters Score -896578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -896579.625000 Penalty: 2705.546875
	Iteration 54Q: 3 clusters Score -896579.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -896579.062500 Penalty: 2705.546875
	Iteration 55Q: 3 clusters Score -896579.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -896577.812500 Penalty: 2705.546875
	Iteration 56Q: 3 clusters Score -896577.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -896577.062500 Penalty: 2705.546875
	Iteration 57Q: 3 clusters Score -896577.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -896577.062500 Penalty: 2705.546875
	Iteration 58F: 3 clusters Score -896577.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 43764 members 
Mstep: Class 2 contains 789 members 
Mstep: Class 3 contains 52504 members 
Mstep: Class 4 contains 8721 members 
Mstep: Class 5 contains 136061 members 
Mstep: Class 6 contains 32859 members 
Mstep: Class 7 contains 50786 members 
Mstep: Class 8 contains 3784 members 
Mstep: Class 9 contains 10330 members 
Mstep: Class 10 contains 9659 members 
Mstep: Class 11 contains 6981 members 
Mstep: Class 12 contains 21312 members 
Mstep: Class 13 contains 4016 members 
Mstep: Class 14 contains 4569 members 
Mstep: Class 15 contains 2644 members 
Mstep: Class 16 contains 34661 members 
Mstep: Class 17 contains 37207 members 
Mstep: Class 18 contains 10954 members 
Mstep: Class 19 contains 5626 members 
Mstep: Class 20 contains 1419 members 
Mstep: Class 21 contains 41399 members 
Mstep: Class 22 contains 8527 members 
Mstep: Class 23 contains 4485 members 
Mstep: Class 24 contains 6391 members 
Mstep: Class 25 contains 14676 members 
Mstep: Class 26 contains 3728 members 
Mstep: Class 27 contains 17876 members 
Mstep: Class 28 contains 15151 members 
Mstep: Class 29 contains 17358 members 
Mstep: Class 30 contains 16380 members 
Mstep: Class 31 contains 9390 members 
Mstep: Class 32 contains 120056 members 
Mstep: Class 33 contains 17597 members 
Mstep: Class 34 contains 8877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88038104.000000 Penalty: 93841.789062
Iteration 79Q: 47 clusters Score -8.80381e+07 nChanged 15487
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 44742 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 52483 members 
Mstep: Class 4 contains 9274 members 
Mstep: Class 5 contains 137747 members 
Mstep: Class 6 contains 32941 members 
Mstep: Class 7 contains 49458 members 
Mstep: Class 8 contains 3791 members 
Mstep: Class 9 contains 10450 members 
Mstep: Class 10 contains 9868 members 
Mstep: Class 11 contains 6970 members 
Mstep: Class 12 contains 21608 members 
Mstep: Class 13 contains 4035 members 
Mstep: Class 14 contains 4558 members 
Mstep: Class 15 contains 2642 members 
Mstep: Class 16 contains 35268 members 
Mstep: Class 17 contains 37259 members 
Mstep: Class 18 contains 11086 members 
Mstep: Class 19 contains 5679 members 
Mstep: Class 20 contains 1337 members 
Mstep: Class 21 contains 41692 members 
Mstep: Class 22 contains 8234 members 
Mstep: Class 23 contains 4631 members 
Mstep: Class 24 contains 6425 members 
Mstep: Class 25 contains 14676 members 
Mstep: Class 26 contains 3780 members 
Mstep: Class 27 contains 17956 members 
Mstep: Class 28 contains 15018 members 
Mstep: Class 29 contains 17307 members 
Mstep: Class 30 contains 16487 members 
Mstep: Class 31 contains 9439 members 
Mstep: Class 32 contains 119818 members 
Mstep: Class 33 contains 17614 members 
Mstep: Class 34 contains 8938 members 
Mstep: Class 35 contains 22537 members 
Mstep: Class 36 contains 1965 members 
Mstep: Class 37 contains 35556 members 
Mstep: Class 38 contains 5076 members 
Mstep: Class 39 contains 17033 members 
Mstep: Class 40 contains 1455 members 
Mstep: Class 41 contains 614 members 
Mstep: Class 42 contains 6176 members 
Mstep: Class 43 contains 14474 members 
Mstep: Class 44 contains 6789 members 
Mstep: Class 45 contains 3125 members 
Mstep: Class 46 contains 967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88048176.000000 Penalty: 93841.789062
Iteration 80F: 47 clusters Score -8.804818e+07 nChanged 13128
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 45472 members 
Mstep: Class 2 contains 745 members 
Mstep: Class 3 contains 52109 members 
Mstep: Class 4 contains 9573 members 
Mstep: Class 5 contains 136351 members 
Mstep: Class 6 contains 32971 members 
Mstep: Class 7 contains 47978 members 
Mstep: Class 8 contains 3774 members 
Mstep: Class 9 contains 10471 members 
Mstep: Class 10 contains 9994 members 
Mstep: Class 11 contains 6915 members 
Mstep: Class 12 contains 21607 members 
Mstep: Class 13 contains 4030 members 
Mstep: Class 14 contains 4500 members 
Mstep: Class 15 contains 2630 members 
Mstep: Class 16 contains 35564 members 
Mstep: Class 17 contains 37177 members 
Mstep: Class 18 contains 11104 members 
Mstep: Class 19 contains 5754 members 
Mstep: Class 20 contains 1272 members 
Mstep: Class 21 contains 41624 members 
Mstep: Class 22 contains 7939 members 
Mstep: Class 23 contains 4598 members 
Mstep: Class 24 contains 6402 members 
Mstep: Class 25 contains 14661 members 
Mstep: Class 26 contains 3780 members 
Mstep: Class 27 contains 17918 members 
Mstep: Class 28 contains 14498 members 
Mstep: Class 29 contains 17243 members 
Mstep: Class 30 contains 16428 members 
Mstep: Class 31 contains 9447 members 
Mstep: Class 32 contains 119371 members 
Mstep: Class 33 contains 17617 members 
Mstep: Class 34 contains 8914 members 
Mstep: Class 35 contains 23255 members 
Mstep: Class 36 contains 2064 members 
Mstep: Class 37 contains 36043 members 
Mstep: Class 38 contains 6390 members 
Mstep: Class 39 contains 17184 members 
Mstep: Class 40 contains 1499 members 
Mstep: Class 41 contains 614 members 
Mstep: Class 42 contains 6270 members 
Mstep: Class 43 contains 14624 members 
Mstep: Class 44 contains 6595 members 
Mstep: Class 45 contains 3555 members 
Mstep: Class 46 contains 1223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88053376.000000 Penalty: 93841.789062
Iteration 81Q: 47 clusters Score -8.805338e+07 nChanged 9276
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 46388 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 51862 members 
Mstep: Class 4 contains 9845 members 
Mstep: Class 5 contains 135266 members 
Mstep: Class 6 contains 33004 members 
Mstep: Class 7 contains 46818 members 
Mstep: Class 8 contains 3783 members 
Mstep: Class 9 contains 10480 members 
Mstep: Class 10 contains 10088 members 
Mstep: Class 11 contains 6875 members 
Mstep: Class 12 contains 21691 members 
Mstep: Class 13 contains 4030 members 
Mstep: Class 14 contains 4455 members 
Mstep: Class 15 contains 2652 members 
Mstep: Class 16 contains 35886 members 
Mstep: Class 17 contains 37102 members 
Mstep: Class 18 contains 11124 members 
Mstep: Class 19 contains 5853 members 
Mstep: Class 20 contains 1203 members 
Mstep: Class 21 contains 41418 members 
Mstep: Class 22 contains 7663 members 
Mstep: Class 23 contains 4608 members 
Mstep: Class 24 contains 6389 members 
Mstep: Class 25 contains 14644 members 
Mstep: Class 26 contains 3771 members 
Mstep: Class 27 contains 17904 members 
Mstep: Class 28 contains 14172 members 
Mstep: Class 29 contains 17196 members 
Mstep: Class 30 contains 16387 members 
Mstep: Class 31 contains 9455 members 
Mstep: Class 32 contains 118768 members 
Mstep: Class 33 contains 17631 members 
Mstep: Class 34 contains 8890 members 
Mstep: Class 35 contains 23870 members 
Mstep: Class 36 contains 2100 members 
Mstep: Class 37 contains 36347 members 
Mstep: Class 38 contains 7400 members 
Mstep: Class 39 contains 17248 members 
Mstep: Class 40 contains 1529 members 
Mstep: Class 41 contains 611 members 
Mstep: Class 42 contains 6368 members 
Mstep: Class 43 contains 14677 members 
Mstep: Class 44 contains 6380 members 
Mstep: Class 45 contains 3834 members 
Mstep: Class 46 contains 1345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88056392.000000 Penalty: 93841.789062
Iteration 82Q: 47 clusters Score -8.805639e+07 nChanged 7782
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 47207 members 
Mstep: Class 2 contains 731 members 
Mstep: Class 3 contains 51687 members 
Mstep: Class 4 contains 10071 members 
Mstep: Class 5 contains 134361 members 
Mstep: Class 6 contains 33049 members 
Mstep: Class 7 contains 45929 members 
Mstep: Class 8 contains 3794 members 
Mstep: Class 9 contains 10485 members 
Mstep: Class 10 contains 10187 members 
Mstep: Class 11 contains 6866 members 
Mstep: Class 12 contains 21769 members 
Mstep: Class 13 contains 4027 members 
Mstep: Class 14 contains 4423 members 
Mstep: Class 15 contains 2674 members 
Mstep: Class 16 contains 36224 members 
Mstep: Class 17 contains 37057 members 
Mstep: Class 18 contains 11126 members 
Mstep: Class 19 contains 5936 members 
Mstep: Class 20 contains 1154 members 
Mstep: Class 21 contains 41072 members 
Mstep: Class 22 contains 7482 members 
Mstep: Class 23 contains 4633 members 
Mstep: Class 24 contains 6381 members 
Mstep: Class 25 contains 14639 members 
Mstep: Class 26 contains 3745 members 
Mstep: Class 27 contains 17889 members 
Mstep: Class 28 contains 13918 members 
Mstep: Class 29 contains 17149 members 
Mstep: Class 30 contains 16367 members 
Mstep: Class 31 contains 9462 members 
Mstep: Class 32 contains 118069 members 
Mstep: Class 33 contains 17638 members 
Mstep: Class 34 contains 8871 members 
Mstep: Class 35 contains 24433 members 
Mstep: Class 36 contains 2144 members 
Mstep: Class 37 contains 36583 members 
Mstep: Class 38 contains 8276 members 
Mstep: Class 39 contains 17284 members 
Mstep: Class 40 contains 1554 members 
Mstep: Class 41 contains 609 members 
Mstep: Class 42 contains 6450 members 
Mstep: Class 43 contains 14703 members 
Mstep: Class 44 contains 6189 members 
Mstep: Class 45 contains 4031 members 
Mstep: Class 46 contains 1420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88058464.000000 Penalty: 93841.789062
Iteration 83Q: 47 clusters Score -8.805846e+07 nChanged 6868
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 48008 members 
Mstep: Class 2 contains 731 members 
Mstep: Class 3 contains 51532 members 
Mstep: Class 4 contains 10240 members 
Mstep: Class 5 contains 133532 members 
Mstep: Class 6 contains 33101 members 
Mstep: Class 7 contains 45204 members 
Mstep: Class 8 contains 3802 members 
Mstep: Class 9 contains 10489 members 
Mstep: Class 10 contains 10282 members 
Mstep: Class 11 contains 6856 members 
Mstep: Class 12 contains 21869 members 
Mstep: Class 13 contains 4028 members 
Mstep: Class 14 contains 4396 members 
Mstep: Class 15 contains 2684 members 
Mstep: Class 16 contains 36555 members 
Mstep: Class 17 contains 37003 members 
Mstep: Class 18 contains 11130 members 
Mstep: Class 19 contains 6006 members 
Mstep: Class 20 contains 1119 members 
Mstep: Class 21 contains 40712 members 
Mstep: Class 22 contains 7316 members 
Mstep: Class 23 contains 4656 members 
Mstep: Class 24 contains 6378 members 
Mstep: Class 25 contains 14635 members 
Mstep: Class 26 contains 3720 members 
Mstep: Class 27 contains 17896 members 
Mstep: Class 28 contains 13736 members 
Mstep: Class 29 contains 17109 members 
Mstep: Class 30 contains 16346 members 
Mstep: Class 31 contains 9462 members 
Mstep: Class 32 contains 117406 members 
Mstep: Class 33 contains 17650 members 
Mstep: Class 34 contains 8850 members 
Mstep: Class 35 contains 24925 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 36771 members 
Mstep: Class 38 contains 9065 members 
Mstep: Class 39 contains 17309 members 
Mstep: Class 40 contains 1574 members 
Mstep: Class 41 contains 606 members 
Mstep: Class 42 contains 6524 members 
Mstep: Class 43 contains 14722 members 
Mstep: Class 44 contains 6024 members 
Mstep: Class 45 contains 4160 members 
Mstep: Class 46 contains 1459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88059560.000000 Penalty: 93841.789062
Iteration 84Q: 47 clusters Score -8.805956e+07 nChanged 6135
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 48680 members 
Mstep: Class 2 contains 731 members 
Mstep: Class 3 contains 51413 members 
Mstep: Class 4 contains 10376 members 
Mstep: Class 5 contains 132697 members 
Mstep: Class 6 contains 33158 members 
Mstep: Class 7 contains 44531 members 
Mstep: Class 8 contains 3815 members 
Mstep: Class 9 contains 10492 members 
Mstep: Class 10 contains 10377 members 
Mstep: Class 11 contains 6846 members 
Mstep: Class 12 contains 21953 members 
Mstep: Class 13 contains 4028 members 
Mstep: Class 14 contains 4383 members 
Mstep: Class 15 contains 2701 members 
Mstep: Class 16 contains 36887 members 
Mstep: Class 17 contains 36969 members 
Mstep: Class 18 contains 11127 members 
Mstep: Class 19 contains 6043 members 
Mstep: Class 20 contains 1091 members 
Mstep: Class 21 contains 40359 members 
Mstep: Class 22 contains 7190 members 
Mstep: Class 23 contains 4669 members 
Mstep: Class 24 contains 6376 members 
Mstep: Class 25 contains 14630 members 
Mstep: Class 26 contains 3710 members 
Mstep: Class 27 contains 17917 members 
Mstep: Class 28 contains 13576 members 
Mstep: Class 29 contains 17067 members 
Mstep: Class 30 contains 16321 members 
Mstep: Class 31 contains 9463 members 
Mstep: Class 32 contains 116781 members 
Mstep: Class 33 contains 17655 members 
Mstep: Class 34 contains 8839 members 
Mstep: Class 35 contains 25401 members 
Mstep: Class 36 contains 2192 members 
Mstep: Class 37 contains 36946 members 
Mstep: Class 38 contains 9817 members 
Mstep: Class 39 contains 17331 members 
Mstep: Class 40 contains 1595 members 
Mstep: Class 41 contains 603 members 
Mstep: Class 42 contains 6610 members 
Mstep: Class 43 contains 14738 members 
Mstep: Class 44 contains 5925 members 
Mstep: Class 45 contains 4260 members 
Mstep: Class 46 contains 1479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88061016.000000 Penalty: 93841.789062
Iteration 85Q: 47 clusters Score -8.806102e+07 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 49318 members 
Mstep: Class 2 contains 731 members 
Mstep: Class 3 contains 51316 members 
Mstep: Class 4 contains 10507 members 
Mstep: Class 5 contains 131937 members 
Mstep: Class 6 contains 33220 members 
Mstep: Class 7 contains 43928 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 10492 members 
Mstep: Class 10 contains 10452 members 
Mstep: Class 11 contains 6835 members 
Mstep: Class 12 contains 22045 members 
Mstep: Class 13 contains 4027 members 
Mstep: Class 14 contains 4375 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 37203 members 
Mstep: Class 17 contains 36931 members 
Mstep: Class 18 contains 11123 members 
Mstep: Class 19 contains 6076 members 
Mstep: Class 20 contains 1075 members 
Mstep: Class 21 contains 39986 members 
Mstep: Class 22 contains 7071 members 
Mstep: Class 23 contains 4687 members 
Mstep: Class 24 contains 6378 members 
Mstep: Class 25 contains 14628 members 
Mstep: Class 26 contains 3704 members 
Mstep: Class 27 contains 17945 members 
Mstep: Class 28 contains 13439 members 
Mstep: Class 29 contains 17025 members 
Mstep: Class 30 contains 16302 members 
Mstep: Class 31 contains 9457 members 
Mstep: Class 32 contains 116234 members 
Mstep: Class 33 contains 17662 members 
Mstep: Class 34 contains 8818 members 
Mstep: Class 35 contains 25886 members 
Mstep: Class 36 contains 2203 members 
Mstep: Class 37 contains 37115 members 
Mstep: Class 38 contains 10455 members 
Mstep: Class 39 contains 17350 members 
Mstep: Class 40 contains 1622 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 6679 members 
Mstep: Class 43 contains 14753 members 
Mstep: Class 44 contains 5817 members 
Mstep: Class 45 contains 4306 members 
Mstep: Class 46 contains 1501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88062080.000000 Penalty: 93841.789062
Iteration 86Q: 47 clusters Score -8.806208e+07 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 49889 members 
Mstep: Class 2 contains 734 members 
Mstep: Class 3 contains 51251 members 
Mstep: Class 4 contains 10593 members 
Mstep: Class 5 contains 131258 members 
Mstep: Class 6 contains 33272 members 
Mstep: Class 7 contains 43402 members 
Mstep: Class 8 contains 3822 members 
Mstep: Class 9 contains 10488 members 
Mstep: Class 10 contains 10521 members 
Mstep: Class 11 contains 6830 members 
Mstep: Class 12 contains 22154 members 
Mstep: Class 13 contains 4023 members 
Mstep: Class 14 contains 4366 members 
Mstep: Class 15 contains 2726 members 
Mstep: Class 16 contains 37493 members 
Mstep: Class 17 contains 36914 members 
Mstep: Class 18 contains 11122 members 
Mstep: Class 19 contains 6115 members 
Mstep: Class 20 contains 1059 members 
Mstep: Class 21 contains 39639 members 
Mstep: Class 22 contains 6954 members 
Mstep: Class 23 contains 4704 members 
Mstep: Class 24 contains 6380 members 
Mstep: Class 25 contains 14619 members 
Mstep: Class 26 contains 3702 members 
Mstep: Class 27 contains 17972 members 
Mstep: Class 28 contains 13306 members 
Mstep: Class 29 contains 16984 members 
Mstep: Class 30 contains 16287 members 
Mstep: Class 31 contains 9458 members 
Mstep: Class 32 contains 115699 members 
Mstep: Class 33 contains 17672 members 
Mstep: Class 34 contains 8807 members 
Mstep: Class 35 contains 26388 members 
Mstep: Class 36 contains 2213 members 
Mstep: Class 37 contains 37279 members 
Mstep: Class 38 contains 10962 members 
Mstep: Class 39 contains 17366 members 
Mstep: Class 40 contains 1646 members 
Mstep: Class 41 contains 601 members 
Mstep: Class 42 contains 6745 members 
Mstep: Class 43 contains 14770 members 
Mstep: Class 44 contains 5698 members 
Mstep: Class 45 contains 4344 members 
Mstep: Class 46 contains 1521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88063048.000000 Penalty: 93841.789062
Iteration 87Q: 47 clusters Score -8.806305e+07 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 50444 members 
Mstep: Class 2 contains 733 members 
Mstep: Class 3 contains 51183 members 
Mstep: Class 4 contains 10656 members 
Mstep: Class 5 contains 130662 members 
Mstep: Class 6 contains 33341 members 
Mstep: Class 7 contains 42855 members 
Mstep: Class 8 contains 3834 members 
Mstep: Class 9 contains 10482 members 
Mstep: Class 10 contains 10594 members 
Mstep: Class 11 contains 6842 members 
Mstep: Class 12 contains 22257 members 
Mstep: Class 13 contains 4020 members 
Mstep: Class 14 contains 4347 members 
Mstep: Class 15 contains 2740 members 
Mstep: Class 16 contains 37786 members 
Mstep: Class 17 contains 36889 members 
Mstep: Class 18 contains 11123 members 
Mstep: Class 19 contains 6151 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 39261 members 
Mstep: Class 22 contains 6853 members 
Mstep: Class 23 contains 4703 members 
Mstep: Class 24 contains 6383 members 
Mstep: Class 25 contains 14616 members 
Mstep: Class 26 contains 3693 members 
Mstep: Class 27 contains 17996 members 
Mstep: Class 28 contains 13179 members 
Mstep: Class 29 contains 16946 members 
Mstep: Class 30 contains 16273 members 
Mstep: Class 31 contains 9456 members 
Mstep: Class 32 contains 115194 members 
Mstep: Class 33 contains 17682 members 
Mstep: Class 34 contains 8803 members 
Mstep: Class 35 contains 26894 members 
Mstep: Class 36 contains 2226 members 
Mstep: Class 37 contains 37422 members 
Mstep: Class 38 contains 11418 members 
Mstep: Class 39 contains 17379 members 
Mstep: Class 40 contains 1668 members 
Mstep: Class 41 contains 602 members 
Mstep: Class 42 contains 6807 members 
Mstep: Class 43 contains 14784 members 
Mstep: Class 44 contains 5613 members 
Mstep: Class 45 contains 4370 members 
Mstep: Class 46 contains 1537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88063248.000000 Penalty: 93841.789062
Iteration 88Q: 47 clusters Score -8.806325e+07 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 50879 members 
Mstep: Class 2 contains 734 members 
Mstep: Class 3 contains 51117 members 
Mstep: Class 4 contains 10718 members 
Mstep: Class 5 contains 130052 members 
Mstep: Class 6 contains 33408 members 
Mstep: Class 7 contains 42388 members 
Mstep: Class 8 contains 3841 members 
Mstep: Class 9 contains 10477 members 
Mstep: Class 10 contains 10660 members 
Mstep: Class 11 contains 6850 members 
Mstep: Class 12 contains 22390 members 
Mstep: Class 13 contains 4018 members 
Mstep: Class 14 contains 4329 members 
Mstep: Class 15 contains 2751 members 
Mstep: Class 16 contains 38054 members 
Mstep: Class 17 contains 36885 members 
Mstep: Class 18 contains 11123 members 
Mstep: Class 19 contains 6208 members 
Mstep: Class 20 contains 1047 members 
Mstep: Class 21 contains 38903 members 
Mstep: Class 22 contains 6772 members 
Mstep: Class 23 contains 4693 members 
Mstep: Class 24 contains 6382 members 
Mstep: Class 25 contains 14613 members 
Mstep: Class 26 contains 3694 members 
Mstep: Class 27 contains 18043 members 
Mstep: Class 28 contains 13068 members 
Mstep: Class 29 contains 16927 members 
Mstep: Class 30 contains 16255 members 
Mstep: Class 31 contains 9456 members 
Mstep: Class 32 contains 114744 members 
Mstep: Class 33 contains 17688 members 
Mstep: Class 34 contains 8799 members 
Mstep: Class 35 contains 27415 members 
Mstep: Class 36 contains 2227 members 
Mstep: Class 37 contains 37558 members 
Mstep: Class 38 contains 11822 members 
Mstep: Class 39 contains 17389 members 
Mstep: Class 40 contains 1681 members 
Mstep: Class 41 contains 602 members 
Mstep: Class 42 contains 6877 members 
Mstep: Class 43 contains 14797 members 
Mstep: Class 44 contains 5497 members 
Mstep: Class 45 contains 4379 members 
Mstep: Class 46 contains 1538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88063992.000000 Penalty: 93841.789062
Iteration 89Q: 47 clusters Score -8.806399e+07 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 51284 members 
Mstep: Class 2 contains 735 members 
Mstep: Class 3 contains 51055 members 
Mstep: Class 4 contains 10760 members 
Mstep: Class 5 contains 129525 members 
Mstep: Class 6 contains 33463 members 
Mstep: Class 7 contains 41931 members 
Mstep: Class 8 contains 3842 members 
Mstep: Class 9 contains 10473 members 
Mstep: Class 10 contains 10727 members 
Mstep: Class 11 contains 6868 members 
Mstep: Class 12 contains 22518 members 
Mstep: Class 13 contains 4015 members 
Mstep: Class 14 contains 4310 members 
Mstep: Class 15 contains 2759 members 
Mstep: Class 16 contains 38334 members 
Mstep: Class 17 contains 36878 members 
Mstep: Class 18 contains 11122 members 
Mstep: Class 19 contains 6256 members 
Mstep: Class 20 contains 1045 members 
Mstep: Class 21 contains 38546 members 
Mstep: Class 22 contains 6683 members 
Mstep: Class 23 contains 4685 members 
Mstep: Class 24 contains 6381 members 
Mstep: Class 25 contains 14598 members 
Mstep: Class 26 contains 3694 members 
Mstep: Class 27 contains 18076 members 
Mstep: Class 28 contains 12970 members 
Mstep: Class 29 contains 16908 members 
Mstep: Class 30 contains 16241 members 
Mstep: Class 31 contains 9457 members 
Mstep: Class 32 contains 114311 members 
Mstep: Class 33 contains 17699 members 
Mstep: Class 34 contains 8796 members 
Mstep: Class 35 contains 27946 members 
Mstep: Class 36 contains 2228 members 
Mstep: Class 37 contains 37693 members 
Mstep: Class 38 contains 12162 members 
Mstep: Class 39 contains 17395 members 
Mstep: Class 40 contains 1697 members 
Mstep: Class 41 contains 601 members 
Mstep: Class 42 contains 6941 members 
Mstep: Class 43 contains 14807 members 
Mstep: Class 44 contains 5398 members 
Mstep: Class 45 contains 4390 members 
Mstep: Class 46 contains 1545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88064896.000000 Penalty: 93841.789062
Iteration 90Q: 47 clusters Score -8.80649e+07 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 51657 members 
Mstep: Class 2 contains 735 members 
Mstep: Class 3 contains 50985 members 
Mstep: Class 4 contains 10802 members 
Mstep: Class 5 contains 129024 members 
Mstep: Class 6 contains 33514 members 
Mstep: Class 7 contains 41520 members 
Mstep: Class 8 contains 3846 members 
Mstep: Class 9 contains 10469 members 
Mstep: Class 10 contains 10796 members 
Mstep: Class 11 contains 6871 members 
Mstep: Class 12 contains 22660 members 
Mstep: Class 13 contains 4015 members 
Mstep: Class 14 contains 4299 members 
Mstep: Class 15 contains 2765 members 
Mstep: Class 16 contains 38573 members 
Mstep: Class 17 contains 36885 members 
Mstep: Class 18 contains 11117 members 
Mstep: Class 19 contains 6291 members 
Mstep: Class 20 contains 1047 members 
Mstep: Class 21 contains 38236 members 
Mstep: Class 22 contains 6589 members 
Mstep: Class 23 contains 4683 members 
Mstep: Class 24 contains 6382 members 
Mstep: Class 25 contains 14595 members 
Mstep: Class 26 contains 3696 members 
Mstep: Class 27 contains 18100 members 
Mstep: Class 28 contains 12906 members 
Mstep: Class 29 contains 16880 members 
Mstep: Class 30 contains 16231 members 
Mstep: Class 31 contains 9459 members 
Mstep: Class 32 contains 113901 members 
Mstep: Class 33 contains 17709 members 
Mstep: Class 34 contains 8800 members 
Mstep: Class 35 contains 28443 members 
Mstep: Class 36 contains 2233 members 
Mstep: Class 37 contains 37815 members 
Mstep: Class 38 contains 12427 members 
Mstep: Class 39 contains 17405 members 
Mstep: Class 40 contains 1720 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 6995 members 
Mstep: Class 43 contains 14812 members 
Mstep: Class 44 contains 5307 members 
Mstep: Class 45 contains 4406 members 
Mstep: Class 46 contains 1547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88065944.000000 Penalty: 93841.789062
Iteration 91Q: 47 clusters Score -8.806594e+07 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 52030 members 
Mstep: Class 2 contains 732 members 
Mstep: Class 3 contains 50941 members 
Mstep: Class 4 contains 10819 members 
Mstep: Class 5 contains 128500 members 
Mstep: Class 6 contains 33571 members 
Mstep: Class 7 contains 41183 members 
Mstep: Class 8 contains 3847 members 
Mstep: Class 9 contains 10464 members 
Mstep: Class 10 contains 10860 members 
Mstep: Class 11 contains 6886 members 
Mstep: Class 12 contains 22826 members 
Mstep: Class 13 contains 4015 members 
Mstep: Class 14 contains 4285 members 
Mstep: Class 15 contains 2771 members 
Mstep: Class 16 contains 38795 members 
Mstep: Class 17 contains 36901 members 
Mstep: Class 18 contains 11116 members 
Mstep: Class 19 contains 6317 members 
Mstep: Class 20 contains 1045 members 
Mstep: Class 21 contains 37948 members 
Mstep: Class 22 contains 6528 members 
Mstep: Class 23 contains 4681 members 
Mstep: Class 24 contains 6384 members 
Mstep: Class 25 contains 14585 members 
Mstep: Class 26 contains 3697 members 
Mstep: Class 27 contains 18115 members 
Mstep: Class 28 contains 12850 members 
Mstep: Class 29 contains 16852 members 
Mstep: Class 30 contains 16217 members 
Mstep: Class 31 contains 9456 members 
Mstep: Class 32 contains 113462 members 
Mstep: Class 33 contains 17715 members 
Mstep: Class 34 contains 8808 members 
Mstep: Class 35 contains 28901 members 
Mstep: Class 36 contains 2244 members 
Mstep: Class 37 contains 37947 members 
Mstep: Class 38 contains 12666 members 
Mstep: Class 39 contains 17408 members 
Mstep: Class 40 contains 1746 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 7045 members 
Mstep: Class 43 contains 14818 members 
Mstep: Class 44 contains 5204 members 
Mstep: Class 45 contains 4418 members 
Mstep: Class 46 contains 1549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88066120.000000 Penalty: 93841.789062
Iteration 92Q: 47 clusters Score -8.806612e+07 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 52338 members 
Mstep: Class 2 contains 731 members 
Mstep: Class 3 contains 50910 members 
Mstep: Class 4 contains 10836 members 
Mstep: Class 5 contains 128030 members 
Mstep: Class 6 contains 33604 members 
Mstep: Class 7 contains 40883 members 
Mstep: Class 8 contains 3857 members 
Mstep: Class 9 contains 10460 members 
Mstep: Class 10 contains 10903 members 
Mstep: Class 11 contains 6903 members 
Mstep: Class 12 contains 22972 members 
Mstep: Class 13 contains 4011 members 
Mstep: Class 14 contains 4274 members 
Mstep: Class 15 contains 2777 members 
Mstep: Class 16 contains 38995 members 
Mstep: Class 17 contains 36909 members 
Mstep: Class 18 contains 11112 members 
Mstep: Class 19 contains 6349 members 
Mstep: Class 20 contains 1044 members 
Mstep: Class 21 contains 37702 members 
Mstep: Class 22 contains 6478 members 
Mstep: Class 23 contains 4670 members 
Mstep: Class 24 contains 6384 members 
Mstep: Class 25 contains 14582 members 
Mstep: Class 26 contains 3695 members 
Mstep: Class 27 contains 18145 members 
Mstep: Class 28 contains 12795 members 
Mstep: Class 29 contains 16836 members 
Mstep: Class 30 contains 16208 members 
Mstep: Class 31 contains 9455 members 
Mstep: Class 32 contains 113032 members 
Mstep: Class 33 contains 17720 members 
Mstep: Class 34 contains 8805 members 
Mstep: Class 35 contains 29346 members 
Mstep: Class 36 contains 2255 members 
Mstep: Class 37 contains 38097 members 
Mstep: Class 38 contains 12883 members 
Mstep: Class 39 contains 17408 members 
Mstep: Class 40 contains 1767 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 7096 members 
Mstep: Class 43 contains 14823 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 4419 members 
Mstep: Class 46 contains 1554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88066896.000000 Penalty: 93841.789062
Iteration 93Q: 47 clusters Score -8.80669e+07 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 52625 members 
Mstep: Class 2 contains 730 members 
Mstep: Class 3 contains 50883 members 
Mstep: Class 4 contains 10854 members 
Mstep: Class 5 contains 127527 members 
Mstep: Class 6 contains 33656 members 
Mstep: Class 7 contains 40579 members 
Mstep: Class 8 contains 3859 members 
Mstep: Class 9 contains 10459 members 
Mstep: Class 10 contains 10941 members 
Mstep: Class 11 contains 6911 members 
Mstep: Class 12 contains 23166 members 
Mstep: Class 13 contains 4010 members 
Mstep: Class 14 contains 4265 members 
Mstep: Class 15 contains 2779 members 
Mstep: Class 16 contains 39212 members 
Mstep: Class 17 contains 36908 members 
Mstep: Class 18 contains 11109 members 
Mstep: Class 19 contains 6385 members 
Mstep: Class 20 contains 1041 members 
Mstep: Class 21 contains 37525 members 
Mstep: Class 22 contains 6414 members 
Mstep: Class 23 contains 4672 members 
Mstep: Class 24 contains 6385 members 
Mstep: Class 25 contains 14580 members 
Mstep: Class 26 contains 3696 members 
Mstep: Class 27 contains 18175 members 
Mstep: Class 28 contains 12747 members 
Mstep: Class 29 contains 16823 members 
Mstep: Class 30 contains 16204 members 
Mstep: Class 31 contains 9452 members 
Mstep: Class 32 contains 112645 members 
Mstep: Class 33 contains 17731 members 
Mstep: Class 34 contains 8801 members 
Mstep: Class 35 contains 29732 members 
Mstep: Class 36 contains 2261 members 
Mstep: Class 37 contains 38215 members 
Mstep: Class 38 contains 13058 members 
Mstep: Class 39 contains 17408 members 
Mstep: Class 40 contains 1788 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 7144 members 
Mstep: Class 43 contains 14827 members 
Mstep: Class 44 contains 4985 members 
Mstep: Class 45 contains 4423 members 
Mstep: Class 46 contains 1558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88067088.000000 Penalty: 93841.789062
Iteration 94Q: 47 clusters Score -8.806709e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 52882 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 50854 members 
Mstep: Class 4 contains 10870 members 
Mstep: Class 5 contains 127044 members 
Mstep: Class 6 contains 33707 members 
Mstep: Class 7 contains 40305 members 
Mstep: Class 8 contains 3866 members 
Mstep: Class 9 contains 10455 members 
Mstep: Class 10 contains 10965 members 
Mstep: Class 11 contains 6917 members 
Mstep: Class 12 contains 23305 members 
Mstep: Class 13 contains 4011 members 
Mstep: Class 14 contains 4252 members 
Mstep: Class 15 contains 2780 members 
Mstep: Class 16 contains 39395 members 
Mstep: Class 17 contains 36912 members 
Mstep: Class 18 contains 11105 members 
Mstep: Class 19 contains 6438 members 
Mstep: Class 20 contains 1038 members 
Mstep: Class 21 contains 37361 members 
Mstep: Class 22 contains 6350 members 
Mstep: Class 23 contains 4667 members 
Mstep: Class 24 contains 6387 members 
Mstep: Class 25 contains 14584 members 
Mstep: Class 26 contains 3695 members 
Mstep: Class 27 contains 18201 members 
Mstep: Class 28 contains 12700 members 
Mstep: Class 29 contains 16811 members 
Mstep: Class 30 contains 16202 members 
Mstep: Class 31 contains 9453 members 
Mstep: Class 32 contains 112309 members 
Mstep: Class 33 contains 17737 members 
Mstep: Class 34 contains 8799 members 
Mstep: Class 35 contains 30102 members 
Mstep: Class 36 contains 2272 members 
Mstep: Class 37 contains 38349 members 
Mstep: Class 38 contains 13218 members 
Mstep: Class 39 contains 17409 members 
Mstep: Class 40 contains 1819 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 7188 members 
Mstep: Class 43 contains 14831 members 
Mstep: Class 44 contains 4889 members 
Mstep: Class 45 contains 4428 members 
Mstep: Class 46 contains 1558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88067088.000000 Penalty: 93841.789062
Iteration 95Q: 47 clusters Score -8.806709e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 53115 members 
Mstep: Class 2 contains 727 members 
Mstep: Class 3 contains 50843 members 
Mstep: Class 4 contains 10891 members 
Mstep: Class 5 contains 126536 members 
Mstep: Class 6 contains 33763 members 
Mstep: Class 7 contains 40017 members 
Mstep: Class 8 contains 3874 members 
Mstep: Class 9 contains 10452 members 
Mstep: Class 10 contains 10997 members 
Mstep: Class 11 contains 6923 members 
Mstep: Class 12 contains 23473 members 
Mstep: Class 13 contains 4009 members 
Mstep: Class 14 contains 4247 members 
Mstep: Class 15 contains 2784 members 
Mstep: Class 16 contains 39562 members 
Mstep: Class 17 contains 36914 members 
Mstep: Class 18 contains 11099 members 
Mstep: Class 19 contains 6492 members 
Mstep: Class 20 contains 1037 members 
Mstep: Class 21 contains 37240 members 
Mstep: Class 22 contains 6303 members 
Mstep: Class 23 contains 4654 members 
Mstep: Class 24 contains 6387 members 
Mstep: Class 25 contains 14587 members 
Mstep: Class 26 contains 3696 members 
Mstep: Class 27 contains 18220 members 
Mstep: Class 28 contains 12658 members 
Mstep: Class 29 contains 16808 members 
Mstep: Class 30 contains 16194 members 
Mstep: Class 31 contains 9454 members 
Mstep: Class 32 contains 111978 members 
Mstep: Class 33 contains 17742 members 
Mstep: Class 34 contains 8799 members 
Mstep: Class 35 contains 30453 members 
Mstep: Class 36 contains 2279 members 
Mstep: Class 37 contains 38470 members 
Mstep: Class 38 contains 13349 members 
Mstep: Class 39 contains 17410 members 
Mstep: Class 40 contains 1845 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 7232 members 
Mstep: Class 43 contains 14833 members 
Mstep: Class 44 contains 4807 members 
Mstep: Class 45 contains 4437 members 
Mstep: Class 46 contains 1558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88067000.000000 Penalty: 93841.789062
Iteration 96Q: 47 clusters Score -8.8067e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 53338 members 
Mstep: Class 2 contains 727 members 
Mstep: Class 3 contains 50826 members 
Mstep: Class 4 contains 10914 members 
Mstep: Class 5 contains 126034 members 
Mstep: Class 6 contains 33823 members 
Mstep: Class 7 contains 39808 members 
Mstep: Class 8 contains 3878 members 
Mstep: Class 9 contains 10448 members 
Mstep: Class 10 contains 11028 members 
Mstep: Class 11 contains 6934 members 
Mstep: Class 12 contains 23643 members 
Mstep: Class 13 contains 4008 members 
Mstep: Class 14 contains 4241 members 
Mstep: Class 15 contains 2785 members 
Mstep: Class 16 contains 39727 members 
Mstep: Class 17 contains 36911 members 
Mstep: Class 18 contains 11097 members 
Mstep: Class 19 contains 6531 members 
Mstep: Class 20 contains 1037 members 
Mstep: Class 21 contains 37119 members 
Mstep: Class 22 contains 6266 members 
Mstep: Class 23 contains 4641 members 
Mstep: Class 24 contains 6387 members 
Mstep: Class 25 contains 14592 members 
Mstep: Class 26 contains 3701 members 
Mstep: Class 27 contains 18227 members 
Mstep: Class 28 contains 12613 members 
Mstep: Class 29 contains 16795 members 
Mstep: Class 30 contains 16183 members 
Mstep: Class 31 contains 9451 members 
Mstep: Class 32 contains 111639 members 
Mstep: Class 33 contains 17750 members 
Mstep: Class 34 contains 8801 members 
Mstep: Class 35 contains 30777 members 
Mstep: Class 36 contains 2285 members 
Mstep: Class 37 contains 38587 members 
Mstep: Class 38 contains 13478 members 
Mstep: Class 39 contains 17421 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 7274 members 
Mstep: Class 43 contains 14841 members 
Mstep: Class 44 contains 4711 members 
Mstep: Class 45 contains 4443 members 
Mstep: Class 46 contains 1556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88067032.000000 Penalty: 93841.789062
Iteration 97Q: 47 clusters Score -8.806703e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 53574 members 
Mstep: Class 2 contains 727 members 
Mstep: Class 3 contains 50807 members 
Mstep: Class 4 contains 10925 members 
Mstep: Class 5 contains 125577 members 
Mstep: Class 6 contains 33879 members 
Mstep: Class 7 contains 39619 members 
Mstep: Class 8 contains 3885 members 
Mstep: Class 9 contains 10449 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 6942 members 
Mstep: Class 12 contains 23811 members 
Mstep: Class 13 contains 4007 members 
Mstep: Class 14 contains 4240 members 
Mstep: Class 15 contains 2786 members 
Mstep: Class 16 contains 39862 members 
Mstep: Class 17 contains 36900 members 
Mstep: Class 18 contains 11093 members 
Mstep: Class 19 contains 6564 members 
Mstep: Class 20 contains 1032 members 
Mstep: Class 21 contains 37005 members 
Mstep: Class 22 contains 6222 members 
Mstep: Class 23 contains 4640 members 
Mstep: Class 24 contains 6387 members 
Mstep: Class 25 contains 14592 members 
Mstep: Class 26 contains 3702 members 
Mstep: Class 27 contains 18255 members 
Mstep: Class 28 contains 12575 members 
Mstep: Class 29 contains 16774 members 
Mstep: Class 30 contains 16176 members 
Mstep: Class 31 contains 9444 members 
Mstep: Class 32 contains 111326 members 
Mstep: Class 33 contains 17756 members 
Mstep: Class 34 contains 8807 members 
Mstep: Class 35 contains 31100 members 
Mstep: Class 36 contains 2294 members 
Mstep: Class 37 contains 38682 members 
Mstep: Class 38 contains 13559 members 
Mstep: Class 39 contains 17427 members 
Mstep: Class 40 contains 1897 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 7301 members 
Mstep: Class 43 contains 14847 members 
Mstep: Class 44 contains 4623 members 
Mstep: Class 45 contains 4455 members 
Mstep: Class 46 contains 1560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88067384.000000 Penalty: 93841.789062
Iteration 98Q: 47 clusters Score -8.806738e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 53777 members 
Mstep: Class 2 contains 726 members 
Mstep: Class 3 contains 50774 members 
Mstep: Class 4 contains 10935 members 
Mstep: Class 5 contains 125151 members 
Mstep: Class 6 contains 33949 members 
Mstep: Class 7 contains 39460 members 
Mstep: Class 8 contains 3887 members 
Mstep: Class 9 contains 10446 members 
Mstep: Class 10 contains 11080 members 
Mstep: Class 11 contains 6955 members 
Mstep: Class 12 contains 23990 members 
Mstep: Class 13 contains 4004 members 
Mstep: Class 14 contains 4233 members 
Mstep: Class 15 contains 2788 members 
Mstep: Class 16 contains 39972 members 
Mstep: Class 17 contains 36891 members 
Mstep: Class 18 contains 11090 members 
Mstep: Class 19 contains 6610 members 
Mstep: Class 20 contains 1033 members 
Mstep: Class 21 contains 36893 members 
Mstep: Class 22 contains 6182 members 
Mstep: Class 23 contains 4637 members 
Mstep: Class 24 contains 6386 members 
Mstep: Class 25 contains 14589 members 
Mstep: Class 26 contains 3702 members 
Mstep: Class 27 contains 18279 members 
Mstep: Class 28 contains 12540 members 
Mstep: Class 29 contains 16759 members 
Mstep: Class 30 contains 16175 members 
Mstep: Class 31 contains 9444 members 
Mstep: Class 32 contains 111009 members 
Mstep: Class 33 contains 17766 members 
Mstep: Class 34 contains 8807 members 
Mstep: Class 35 contains 31401 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 38773 members 
Mstep: Class 38 contains 13622 members 
Mstep: Class 39 contains 17428 members 
Mstep: Class 40 contains 1933 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 7322 members 
Mstep: Class 43 contains 14854 members 
Mstep: Class 44 contains 4556 members 
Mstep: Class 45 contains 4476 members 
Mstep: Class 46 contains 1565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88067832.000000 Penalty: 93841.789062
Iteration 99Q: 47 clusters Score -8.806783e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 53972 members 
Mstep: Class 2 contains 726 members 
Mstep: Class 3 contains 50742 members 
Mstep: Class 4 contains 10945 members 
Mstep: Class 5 contains 124729 members 
Mstep: Class 6 contains 34008 members 
Mstep: Class 7 contains 39306 members 
Mstep: Class 8 contains 3892 members 
Mstep: Class 9 contains 10445 members 
Mstep: Class 10 contains 11091 members 
Mstep: Class 11 contains 6955 members 
Mstep: Class 12 contains 24174 members 
Mstep: Class 13 contains 4003 members 
Mstep: Class 14 contains 4231 members 
Mstep: Class 15 contains 2790 members 
Mstep: Class 16 contains 40073 members 
Mstep: Class 17 contains 36886 members 
Mstep: Class 18 contains 11089 members 
Mstep: Class 19 contains 6657 members 
Mstep: Class 20 contains 1032 members 
Mstep: Class 21 contains 36809 members 
Mstep: Class 22 contains 6145 members 
Mstep: Class 23 contains 4622 members 
Mstep: Class 24 contains 6388 members 
Mstep: Class 25 contains 14590 members 
Mstep: Class 26 contains 3702 members 
Mstep: Class 27 contains 18294 members 
Mstep: Class 28 contains 12514 members 
Mstep: Class 29 contains 16753 members 
Mstep: Class 30 contains 16171 members 
Mstep: Class 31 contains 9445 members 
Mstep: Class 32 contains 110723 members 
Mstep: Class 33 contains 17769 members 
Mstep: Class 34 contains 8813 members 
Mstep: Class 35 contains 31689 members 
Mstep: Class 36 contains 2301 members 
Mstep: Class 37 contains 38858 members 
Mstep: Class 38 contains 13674 members 
Mstep: Class 39 contains 17429 members 
Mstep: Class 40 contains 1981 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 7340 members 
Mstep: Class 43 contains 14857 members 
Mstep: Class 44 contains 4484 members 
Mstep: Class 45 contains 4487 members 
Mstep: Class 46 contains 1564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88068168.000000 Penalty: 93841.789062
Iteration 100F: 47 clusters Score -8.806817e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 54217 members 
Mstep: Class 2 contains 724 members 
Mstep: Class 3 contains 50717 members 
Mstep: Class 4 contains 10952 members 
Mstep: Class 5 contains 124347 members 
Mstep: Class 6 contains 34061 members 
Mstep: Class 7 contains 39092 members 
Mstep: Class 8 contains 3899 members 
Mstep: Class 9 contains 10444 members 
Mstep: Class 10 contains 11100 members 
Mstep: Class 11 contains 6964 members 
Mstep: Class 12 contains 24356 members 
Mstep: Class 13 contains 4002 members 
Mstep: Class 14 contains 4232 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 40170 members 
Mstep: Class 17 contains 36874 members 
Mstep: Class 18 contains 11090 members 
Mstep: Class 19 contains 6676 members 
Mstep: Class 20 contains 1038 members 
Mstep: Class 21 contains 36695 members 
Mstep: Class 22 contains 6121 members 
Mstep: Class 23 contains 4608 members 
Mstep: Class 24 contains 6389 members 
Mstep: Class 25 contains 14586 members 
Mstep: Class 26 contains 3703 members 
Mstep: Class 27 contains 18317 members 
Mstep: Class 28 contains 12481 members 
Mstep: Class 29 contains 16739 members 
Mstep: Class 30 contains 16165 members 
Mstep: Class 31 contains 9439 members 
Mstep: Class 32 contains 110414 members 
Mstep: Class 33 contains 17769 members 
Mstep: Class 34 contains 8821 members 
Mstep: Class 35 contains 31970 members 
Mstep: Class 36 contains 2304 members 
Mstep: Class 37 contains 38933 members 
Mstep: Class 38 contains 13749 members 
Mstep: Class 39 contains 17431 members 
Mstep: Class 40 contains 2044 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 7363 members 
Mstep: Class 43 contains 14857 members 
Mstep: Class 44 contains 4447 members 
Mstep: Class 45 contains 4497 members 
Mstep: Class 46 contains 1564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88068408.000000 Penalty: 93841.789062
Iteration 101Q: 47 clusters Score -8.806841e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 54407 members 
Mstep: Class 2 contains 721 members 
Mstep: Class 3 contains 50691 members 
Mstep: Class 4 contains 10956 members 
Mstep: Class 5 contains 124005 members 
Mstep: Class 6 contains 34111 members 
Mstep: Class 7 contains 38934 members 
Mstep: Class 8 contains 3907 members 
Mstep: Class 9 contains 10444 members 
Mstep: Class 10 contains 11102 members 
Mstep: Class 11 contains 6968 members 
Mstep: Class 12 contains 24523 members 
Mstep: Class 13 contains 4002 members 
Mstep: Class 14 contains 4231 members 
Mstep: Class 15 contains 2794 members 
Mstep: Class 16 contains 40242 members 
Mstep: Class 17 contains 36869 members 
Mstep: Class 18 contains 11092 members 
Mstep: Class 19 contains 6718 members 
Mstep: Class 20 contains 1024 members 
Mstep: Class 21 contains 36578 members 
Mstep: Class 22 contains 6094 members 
Mstep: Class 23 contains 4598 members 
Mstep: Class 24 contains 6390 members 
Mstep: Class 25 contains 14572 members 
Mstep: Class 26 contains 3703 members 
Mstep: Class 27 contains 18336 members 
Mstep: Class 28 contains 12430 members 
Mstep: Class 29 contains 16729 members 
Mstep: Class 30 contains 16163 members 
Mstep: Class 31 contains 9439 members 
Mstep: Class 32 contains 110123 members 
Mstep: Class 33 contains 17776 members 
Mstep: Class 34 contains 8821 members 
Mstep: Class 35 contains 32264 members 
Mstep: Class 36 contains 2309 members 
Mstep: Class 37 contains 39002 members 
Mstep: Class 38 contains 13837 members 
Mstep: Class 39 contains 17433 members 
Mstep: Class 40 contains 2110 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 7386 members 
Mstep: Class 43 contains 14857 members 
Mstep: Class 44 contains 4400 members 
Mstep: Class 45 contains 4501 members 
Mstep: Class 46 contains 1564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88068712.000000 Penalty: 93841.789062
Iteration 102Q: 47 clusters Score -8.806871e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 54581 members 
Mstep: Class 2 contains 720 members 
Mstep: Class 3 contains 50669 members 
Mstep: Class 4 contains 10972 members 
Mstep: Class 5 contains 123694 members 
Mstep: Class 6 contains 34182 members 
Mstep: Class 7 contains 38783 members 
Mstep: Class 8 contains 3913 members 
Mstep: Class 9 contains 10445 members 
Mstep: Class 10 contains 11118 members 
Mstep: Class 11 contains 6981 members 
Mstep: Class 12 contains 24714 members 
Mstep: Class 13 contains 4002 members 
Mstep: Class 14 contains 4232 members 
Mstep: Class 15 contains 2795 members 
Mstep: Class 16 contains 40292 members 
Mstep: Class 17 contains 36858 members 
Mstep: Class 18 contains 11093 members 
Mstep: Class 19 contains 6743 members 
Mstep: Class 20 contains 1013 members 
Mstep: Class 21 contains 36478 members 
Mstep: Class 22 contains 6067 members 
Mstep: Class 23 contains 4594 members 
Mstep: Class 24 contains 6391 members 
Mstep: Class 25 contains 14571 members 
Mstep: Class 26 contains 3703 members 
Mstep: Class 27 contains 18348 members 
Mstep: Class 28 contains 12387 members 
Mstep: Class 29 contains 16718 members 
Mstep: Class 30 contains 16162 members 
Mstep: Class 31 contains 9440 members 
Mstep: Class 32 contains 109823 members 
Mstep: Class 33 contains 17776 members 
Mstep: Class 34 contains 8813 members 
Mstep: Class 35 contains 32526 members 
Mstep: Class 36 contains 2311 members 
Mstep: Class 37 contains 39066 members 
Mstep: Class 38 contains 13901 members 
Mstep: Class 39 contains 17435 members 
Mstep: Class 40 contains 2169 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 7399 members 
Mstep: Class 43 contains 14857 members 
Mstep: Class 44 contains 4352 members 
Mstep: Class 45 contains 4501 members 
Mstep: Class 46 contains 1568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88069024.000000 Penalty: 93841.789062
Iteration 103Q: 47 clusters Score -8.806902e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 54764 members 
Mstep: Class 2 contains 718 members 
Mstep: Class 3 contains 50654 members 
Mstep: Class 4 contains 10979 members 
Mstep: Class 5 contains 123372 members 
Mstep: Class 6 contains 34248 members 
Mstep: Class 7 contains 38642 members 
Mstep: Class 8 contains 3922 members 
Mstep: Class 9 contains 10443 members 
Mstep: Class 10 contains 11108 members 
Mstep: Class 11 contains 6991 members 
Mstep: Class 12 contains 24902 members 
Mstep: Class 13 contains 4003 members 
Mstep: Class 14 contains 4233 members 
Mstep: Class 15 contains 2796 members 
Mstep: Class 16 contains 40332 members 
Mstep: Class 17 contains 36846 members 
Mstep: Class 18 contains 11092 members 
Mstep: Class 19 contains 6762 members 
Mstep: Class 20 contains 1009 members 
Mstep: Class 21 contains 36377 members 
Mstep: Class 22 contains 6043 members 
Mstep: Class 23 contains 4592 members 
Mstep: Class 24 contains 6391 members 
Mstep: Class 25 contains 14562 members 
Mstep: Class 26 contains 3702 members 
Mstep: Class 27 contains 18367 members 
Mstep: Class 28 contains 12354 members 
Mstep: Class 29 contains 16695 members 
Mstep: Class 30 contains 16158 members 
Mstep: Class 31 contains 9439 members 
Mstep: Class 32 contains 109534 members 
Mstep: Class 33 contains 17781 members 
Mstep: Class 34 contains 8812 members 
Mstep: Class 35 contains 32746 members 
Mstep: Class 36 contains 2316 members 
Mstep: Class 37 contains 39146 members 
Mstep: Class 38 contains 13954 members 
Mstep: Class 39 contains 17436 members 
Mstep: Class 40 contains 2260 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 7414 members 
Mstep: Class 43 contains 14861 members 
Mstep: Class 44 contains 4323 members 
Mstep: Class 45 contains 4508 members 
Mstep: Class 46 contains 1569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88069328.000000 Penalty: 93841.789062
Iteration 104Q: 47 clusters Score -8.806933e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 54943 members 
Mstep: Class 2 contains 718 members 
Mstep: Class 3 contains 50631 members 
Mstep: Class 4 contains 10987 members 
Mstep: Class 5 contains 123071 members 
Mstep: Class 6 contains 34304 members 
Mstep: Class 7 contains 38494 members 
Mstep: Class 8 contains 3925 members 
Mstep: Class 9 contains 10442 members 
Mstep: Class 10 contains 11090 members 
Mstep: Class 11 contains 7016 members 
Mstep: Class 12 contains 25086 members 
Mstep: Class 13 contains 4003 members 
Mstep: Class 14 contains 4237 members 
Mstep: Class 15 contains 2797 members 
Mstep: Class 16 contains 40391 members 
Mstep: Class 17 contains 36823 members 
Mstep: Class 18 contains 11090 members 
Mstep: Class 19 contains 6777 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 36289 members 
Mstep: Class 22 contains 6018 members 
Mstep: Class 23 contains 4586 members 
Mstep: Class 24 contains 6392 members 
Mstep: Class 25 contains 14560 members 
Mstep: Class 26 contains 3700 members 
Mstep: Class 27 contains 18376 members 
Mstep: Class 28 contains 12317 members 
Mstep: Class 29 contains 16662 members 
Mstep: Class 30 contains 16153 members 
Mstep: Class 31 contains 9437 members 
Mstep: Class 32 contains 109277 members 
Mstep: Class 33 contains 17790 members 
Mstep: Class 34 contains 8815 members 
Mstep: Class 35 contains 32937 members 
Mstep: Class 36 contains 2316 members 
Mstep: Class 37 contains 39236 members 
Mstep: Class 38 contains 14000 members 
Mstep: Class 39 contains 17435 members 
Mstep: Class 40 contains 2357 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 7431 members 
Mstep: Class 43 contains 14866 members 
Mstep: Class 44 contains 4299 members 
Mstep: Class 45 contains 4509 members 
Mstep: Class 46 contains 1569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88069472.000000 Penalty: 93841.789062
Iteration 105Q: 47 clusters Score -8.806947e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 55099 members 
Mstep: Class 2 contains 718 members 
Mstep: Class 3 contains 50623 members 
Mstep: Class 4 contains 11012 members 
Mstep: Class 5 contains 122789 members 
Mstep: Class 6 contains 34351 members 
Mstep: Class 7 contains 38338 members 
Mstep: Class 8 contains 3925 members 
Mstep: Class 9 contains 10440 members 
Mstep: Class 10 contains 11060 members 
Mstep: Class 11 contains 7028 members 
Mstep: Class 12 contains 25264 members 
Mstep: Class 13 contains 4002 members 
Mstep: Class 14 contains 4241 members 
Mstep: Class 15 contains 2797 members 
Mstep: Class 16 contains 40445 members 
Mstep: Class 17 contains 36787 members 
Mstep: Class 18 contains 11091 members 
Mstep: Class 19 contains 6791 members 
Mstep: Class 20 contains 1001 members 
Mstep: Class 21 contains 36207 members 
Mstep: Class 22 contains 5999 members 
Mstep: Class 23 contains 4583 members 
Mstep: Class 24 contains 6392 members 
Mstep: Class 25 contains 14554 members 
Mstep: Class 26 contains 3699 members 
Mstep: Class 27 contains 18382 members 
Mstep: Class 28 contains 12286 members 
Mstep: Class 29 contains 16638 members 
Mstep: Class 30 contains 16151 members 
Mstep: Class 31 contains 9431 members 
Mstep: Class 32 contains 109048 members 
Mstep: Class 33 contains 17801 members 
Mstep: Class 34 contains 8818 members 
Mstep: Class 35 contains 33113 members 
Mstep: Class 36 contains 2319 members 
Mstep: Class 37 contains 39302 members 
Mstep: Class 38 contains 14045 members 
Mstep: Class 39 contains 17440 members 
Mstep: Class 40 contains 2471 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 7442 members 
Mstep: Class 43 contains 14873 members 
Mstep: Class 44 contains 4282 members 
Mstep: Class 45 contains 4508 members 
Mstep: Class 46 contains 1570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88069856.000000 Penalty: 93841.789062
Iteration 106Q: 47 clusters Score -8.806986e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 55218 members 
Mstep: Class 2 contains 716 members 
Mstep: Class 3 contains 50612 members 
Mstep: Class 4 contains 11024 members 
Mstep: Class 5 contains 122488 members 
Mstep: Class 6 contains 34404 members 
Mstep: Class 7 contains 38206 members 
Mstep: Class 8 contains 3922 members 
Mstep: Class 9 contains 10439 members 
Mstep: Class 10 contains 11019 members 
Mstep: Class 11 contains 7043 members 
Mstep: Class 12 contains 25456 members 
Mstep: Class 13 contains 4001 members 
Mstep: Class 14 contains 4241 members 
Mstep: Class 15 contains 2797 members 
Mstep: Class 16 contains 40504 members 
Mstep: Class 17 contains 36764 members 
Mstep: Class 18 contains 11091 members 
Mstep: Class 19 contains 6792 members 
Mstep: Class 20 contains 997 members 
Mstep: Class 21 contains 36153 members 
Mstep: Class 22 contains 5977 members 
Mstep: Class 23 contains 4579 members 
Mstep: Class 24 contains 6393 members 
Mstep: Class 25 contains 14548 members 
Mstep: Class 26 contains 3702 members 
Mstep: Class 27 contains 18377 members 
Mstep: Class 28 contains 12248 members 
Mstep: Class 29 contains 16618 members 
Mstep: Class 30 contains 16148 members 
Mstep: Class 31 contains 9429 members 
Mstep: Class 32 contains 108821 members 
Mstep: Class 33 contains 17810 members 
Mstep: Class 34 contains 8820 members 
Mstep: Class 35 contains 33286 members 
Mstep: Class 36 contains 2327 members 
Mstep: Class 37 contains 39379 members 
Mstep: Class 38 contains 14076 members 
Mstep: Class 39 contains 17443 members 
Mstep: Class 40 contains 2598 members 
Mstep: Class 41 contains 599 members 
Mstep: Class 42 contains 7456 members 
Mstep: Class 43 contains 14878 members 
Mstep: Class 44 contains 4273 members 
Mstep: Class 45 contains 4512 members 
Mstep: Class 46 contains 1572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88069736.000000 Penalty: 93841.789062
Iteration 107Q: 47 clusters Score -8.806974e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 55345 members 
Mstep: Class 2 contains 715 members 
Mstep: Class 3 contains 50598 members 
Mstep: Class 4 contains 11031 members 
Mstep: Class 5 contains 122158 members 
Mstep: Class 6 contains 34465 members 
Mstep: Class 7 contains 38083 members 
Mstep: Class 8 contains 3925 members 
Mstep: Class 9 contains 10439 members 
Mstep: Class 10 contains 11003 members 
Mstep: Class 11 contains 7050 members 
Mstep: Class 12 contains 25611 members 
Mstep: Class 13 contains 4001 members 
Mstep: Class 14 contains 4240 members 
Mstep: Class 15 contains 2797 members 
Mstep: Class 16 contains 40556 members 
Mstep: Class 17 contains 36730 members 
Mstep: Class 18 contains 11091 members 
Mstep: Class 19 contains 6810 members 
Mstep: Class 20 contains 995 members 
Mstep: Class 21 contains 36092 members 
Mstep: Class 22 contains 5935 members 
Mstep: Class 23 contains 4573 members 
Mstep: Class 24 contains 6393 members 
Mstep: Class 25 contains 14546 members 
Mstep: Class 26 contains 3706 members 
Mstep: Class 27 contains 18377 members 
Mstep: Class 28 contains 12227 members 
Mstep: Class 29 contains 16592 members 
Mstep: Class 30 contains 16143 members 
Mstep: Class 31 contains 9426 members 
Mstep: Class 32 contains 108640 members 
Mstep: Class 33 contains 17815 members 
Mstep: Class 34 contains 8823 members 
Mstep: Class 35 contains 33466 members 
Mstep: Class 36 contains 2334 members 
Mstep: Class 37 contains 39458 members 
Mstep: Class 38 contains 14114 members 
Mstep: Class 39 contains 17446 members 
Mstep: Class 40 contains 2711 members 
Mstep: Class 41 contains 599 members 
Mstep: Class 42 contains 7473 members 
Mstep: Class 43 contains 14878 members 
Mstep: Class 44 contains 4251 members 
Mstep: Class 45 contains 4523 members 
Mstep: Class 46 contains 1572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88069632.000000 Penalty: 93841.789062
Iteration 108Q: 47 clusters Score -8.806963e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 55487 members 
Mstep: Class 2 contains 715 members 
Mstep: Class 3 contains 50578 members 
Mstep: Class 4 contains 11038 members 
Mstep: Class 5 contains 121811 members 
Mstep: Class 6 contains 34524 members 
Mstep: Class 7 contains 37970 members 
Mstep: Class 8 contains 3935 members 
Mstep: Class 9 contains 10439 members 
Mstep: Class 10 contains 10966 members 
Mstep: Class 11 contains 7053 members 
Mstep: Class 12 contains 25777 members 
Mstep: Class 13 contains 4001 members 
Mstep: Class 14 contains 4241 members 
Mstep: Class 15 contains 2797 members 
Mstep: Class 16 contains 40614 members 
Mstep: Class 17 contains 36687 members 
Mstep: Class 18 contains 11092 members 
Mstep: Class 19 contains 6840 members 
Mstep: Class 20 contains 992 members 
Mstep: Class 21 contains 36036 members 
Mstep: Class 22 contains 5873 members 
Mstep: Class 23 contains 4564 members 
Mstep: Class 24 contains 6393 members 
Mstep: Class 25 contains 14548 members 
Mstep: Class 26 contains 3710 members 
Mstep: Class 27 contains 18369 members 
Mstep: Class 28 contains 12199 members 
Mstep: Class 29 contains 16566 members 
Mstep: Class 30 contains 16139 members 
Mstep: Class 31 contains 9424 members 
Mstep: Class 32 contains 108482 members 
Mstep: Class 33 contains 17821 members 
Mstep: Class 34 contains 8829 members 
Mstep: Class 35 contains 33639 members 
Mstep: Class 36 contains 2336 members 
Mstep: Class 37 contains 39512 members 
Mstep: Class 38 contains 14156 members 
Mstep: Class 39 contains 17447 members 
Mstep: Class 40 contains 2842 members 
Mstep: Class 41 contains 599 members 
Mstep: Class 42 contains 7491 members 
Mstep: Class 43 contains 14879 members 
Mstep: Class 44 contains 4243 members 
Mstep: Class 45 contains 4532 members 
Mstep: Class 46 contains 1570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88069680.000000 Penalty: 93841.789062
Iteration 109Q: 47 clusters Score -8.806968e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 55620 members 
Mstep: Class 2 contains 715 members 
Mstep: Class 3 contains 50561 members 
Mstep: Class 4 contains 11049 members 
Mstep: Class 5 contains 121445 members 
Mstep: Class 6 contains 34586 members 
Mstep: Class 7 contains 37888 members 
Mstep: Class 8 contains 3946 members 
Mstep: Class 9 contains 10433 members 
Mstep: Class 10 contains 10925 members 
Mstep: Class 11 contains 7055 members 
Mstep: Class 12 contains 25937 members 
Mstep: Class 13 contains 4001 members 
Mstep: Class 14 contains 4238 members 
Mstep: Class 15 contains 2796 members 
Mstep: Class 16 contains 40657 members 
Mstep: Class 17 contains 36653 members 
Mstep: Class 18 contains 11091 members 
Mstep: Class 19 contains 6871 members 
Mstep: Class 20 contains 987 members 
Mstep: Class 21 contains 35980 members 
Mstep: Class 22 contains 5823 members 
Mstep: Class 23 contains 4566 members 
Mstep: Class 24 contains 6393 members 
Mstep: Class 25 contains 14546 members 
Mstep: Class 26 contains 3709 members 
Mstep: Class 27 contains 18365 members 
Mstep: Class 28 contains 12176 members 
Mstep: Class 29 contains 16541 members 
Mstep: Class 30 contains 16135 members 
Mstep: Class 31 contains 9423 members 
Mstep: Class 32 contains 108318 members 
Mstep: Class 33 contains 17822 members 
Mstep: Class 34 contains 8835 members 
Mstep: Class 35 contains 33807 members 
Mstep: Class 36 contains 2338 members 
Mstep: Class 37 contains 39575 members 
Mstep: Class 38 contains 14195 members 
Mstep: Class 39 contains 17449 members 
Mstep: Class 40 contains 2984 members 
Mstep: Class 41 contains 599 members 
Mstep: Class 42 contains 7510 members 
Mstep: Class 43 contains 14878 members 
Mstep: Class 44 contains 4225 members 
Mstep: Class 45 contains 4534 members 
Mstep: Class 46 contains 1576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88069992.000000 Penalty: 93841.789062
Iteration 110Q: 47 clusters Score -8.806999e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 55761 members 
Mstep: Class 2 contains 716 members 
Mstep: Class 3 contains 50549 members 
Mstep: Class 4 contains 11051 members 
Mstep: Class 5 contains 121059 members 
Mstep: Class 6 contains 34646 members 
Mstep: Class 7 contains 37793 members 
Mstep: Class 8 contains 3954 members 
Mstep: Class 9 contains 10429 members 
Mstep: Class 10 contains 10893 members 
Mstep: Class 11 contains 7062 members 
Mstep: Class 12 contains 26117 members 
Mstep: Class 13 contains 4001 members 
Mstep: Class 14 contains 4241 members 
Mstep: Class 15 contains 2797 members 
Mstep: Class 16 contains 40697 members 
Mstep: Class 17 contains 36626 members 
Mstep: Class 18 contains 11088 members 
Mstep: Class 19 contains 6905 members 
Mstep: Class 20 contains 981 members 
Mstep: Class 21 contains 35953 members 
Mstep: Class 22 contains 5765 members 
Mstep: Class 23 contains 4568 members 
Mstep: Class 24 contains 6392 members 
Mstep: Class 25 contains 14542 members 
Mstep: Class 26 contains 3711 members 
Mstep: Class 27 contains 18377 members 
Mstep: Class 28 contains 12149 members 
Mstep: Class 29 contains 16522 members 
Mstep: Class 30 contains 16132 members 
Mstep: Class 31 contains 9423 members 
Mstep: Class 32 contains 108139 members 
Mstep: Class 33 contains 17821 members 
Mstep: Class 34 contains 8837 members 
Mstep: Class 35 contains 33949 members 
Mstep: Class 36 contains 2343 members 
Mstep: Class 37 contains 39626 members 
Mstep: Class 38 contains 14227 members 
Mstep: Class 39 contains 17450 members 
Mstep: Class 40 contains 3128 members 
Mstep: Class 41 contains 599 members 
Mstep: Class 42 contains 7533 members 
Mstep: Class 43 contains 14876 members 
Mstep: Class 44 contains 4210 members 
Mstep: Class 45 contains 4537 members 
Mstep: Class 46 contains 1581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88070296.000000 Penalty: 93841.789062
Iteration 111Q: 47 clusters Score -8.80703e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 55899 members 
Mstep: Class 2 contains 716 members 
Mstep: Class 3 contains 50539 members 
Mstep: Class 4 contains 11055 members 
Mstep: Class 5 contains 120702 members 
Mstep: Class 6 contains 34710 members 
Mstep: Class 7 contains 37701 members 
Mstep: Class 8 contains 3964 members 
Mstep: Class 9 contains 10428 members 
Mstep: Class 10 contains 10869 members 
Mstep: Class 11 contains 7081 members 
Mstep: Class 12 contains 26291 members 
Mstep: Class 13 contains 4002 members 
Mstep: Class 14 contains 4247 members 
Mstep: Class 15 contains 2797 members 
Mstep: Class 16 contains 40738 members 
Mstep: Class 17 contains 36599 members 
Mstep: Class 18 contains 11085 members 
Mstep: Class 19 contains 6945 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 35922 members 
Mstep: Class 22 contains 5710 members 
Mstep: Class 23 contains 4565 members 
Mstep: Class 24 contains 6391 members 
Mstep: Class 25 contains 14540 members 
Mstep: Class 26 contains 3710 members 
Mstep: Class 27 contains 18378 members 
Mstep: Class 28 contains 12113 members 
Mstep: Class 29 contains 16503 members 
Mstep: Class 30 contains 16126 members 
Mstep: Class 31 contains 9422 members 
Mstep: Class 32 contains 107977 members 
Mstep: Class 33 contains 17822 members 
Mstep: Class 34 contains 8842 members 
Mstep: Class 35 contains 34072 members 
Mstep: Class 36 contains 2347 members 
Mstep: Class 37 contains 39679 members 
Mstep: Class 38 contains 14254 members 
Mstep: Class 39 contains 17451 members 
Mstep: Class 40 contains 3269 members 
Mstep: Class 41 contains 599 members 
Mstep: Class 42 contains 7546 members 
Mstep: Class 43 contains 14876 members 
Mstep: Class 44 contains 4183 members 
Mstep: Class 45 contains 4535 members 
Mstep: Class 46 contains 1584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88070480.000000 Penalty: 93841.789062
Iteration 112Q: 47 clusters Score -8.807048e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 56002 members 
Mstep: Class 2 contains 716 members 
Mstep: Class 3 contains 50530 members 
Mstep: Class 4 contains 11060 members 
Mstep: Class 5 contains 120354 members 
Mstep: Class 6 contains 34753 members 
Mstep: Class 7 contains 37602 members 
Mstep: Class 8 contains 3964 members 
Mstep: Class 9 contains 10427 members 
Mstep: Class 10 contains 10841 members 
Mstep: Class 11 contains 7084 members 
Mstep: Class 12 contains 26464 members 
Mstep: Class 13 contains 4003 members 
Mstep: Class 14 contains 4247 members 
Mstep: Class 15 contains 2797 members 
Mstep: Class 16 contains 40770 members 
Mstep: Class 17 contains 36584 members 
Mstep: Class 18 contains 11084 members 
Mstep: Class 19 contains 6965 members 
Mstep: Class 20 contains 968 members 
Mstep: Class 21 contains 35881 members 
Mstep: Class 22 contains 5676 members 
Mstep: Class 23 contains 4564 members 
Mstep: Class 24 contains 6391 members 
Mstep: Class 25 contains 14541 members 
Mstep: Class 26 contains 3714 members 
Mstep: Class 27 contains 18382 members 
Mstep: Class 28 contains 12079 members 
Mstep: Class 29 contains 16486 members 
Mstep: Class 30 contains 16119 members 
Mstep: Class 31 contains 9419 members 
Mstep: Class 32 contains 107869 members 
Mstep: Class 33 contains 17820 members 
Mstep: Class 34 contains 8852 members 
Mstep: Class 35 contains 34188 members 
Mstep: Class 36 contains 2351 members 
Mstep: Class 37 contains 39728 members 
Mstep: Class 38 contains 14283 members 
Mstep: Class 39 contains 17451 members 
Mstep: Class 40 contains 3418 members 
Mstep: Class 41 contains 599 members 
Mstep: Class 42 contains 7562 members 
Mstep: Class 43 contains 14876 members 
Mstep: Class 44 contains 4166 members 
Mstep: Class 45 contains 4539 members 
Mstep: Class 46 contains 1587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88070760.000000 Penalty: 93841.789062
Iteration 113Q: 47 clusters Score -8.807076e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 56066 members 
Mstep: Class 2 contains 716 members 
Mstep: Class 3 contains 50517 members 
Mstep: Class 4 contains 11071 members 
Mstep: Class 5 contains 120016 members 
Mstep: Class 6 contains 34814 members 
Mstep: Class 7 contains 37523 members 
Mstep: Class 8 contains 3965 members 
Mstep: Class 9 contains 10427 members 
Mstep: Class 10 contains 10842 members 
Mstep: Class 11 contains 7088 members 
Mstep: Class 12 contains 26625 members 
Mstep: Class 13 contains 4004 members 
Mstep: Class 14 contains 4242 members 
Mstep: Class 15 contains 2797 members 
Mstep: Class 16 contains 40790 members 
Mstep: Class 17 contains 36548 members 
Mstep: Class 18 contains 11082 members 
Mstep: Class 19 contains 6986 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 35861 members 
Mstep: Class 22 contains 5646 members 
Mstep: Class 23 contains 4560 members 
Mstep: Class 24 contains 6390 members 
Mstep: Class 25 contains 14545 members 
Mstep: Class 26 contains 3714 members 
Mstep: Class 27 contains 18400 members 
Mstep: Class 28 contains 12050 members 
Mstep: Class 29 contains 16457 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 9415 members 
Mstep: Class 32 contains 107762 members 
Mstep: Class 33 contains 17820 members 
Mstep: Class 34 contains 8859 members 
Mstep: Class 35 contains 34287 members 
Mstep: Class 36 contains 2356 members 
Mstep: Class 37 contains 39772 members 
Mstep: Class 38 contains 14307 members 
Mstep: Class 39 contains 17452 members 
Mstep: Class 40 contains 3561 members 
Mstep: Class 41 contains 599 members 
Mstep: Class 42 contains 7576 members 
Mstep: Class 43 contains 14878 members 
Mstep: Class 44 contains 4161 members 
Mstep: Class 45 contains 4544 members 
Mstep: Class 46 contains 1587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88070448.000000 Penalty: 93841.789062
Iteration 114Q: 47 clusters Score -8.807045e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 56134 members 
Mstep: Class 2 contains 717 members 
Mstep: Class 3 contains 50507 members 
Mstep: Class 4 contains 11078 members 
Mstep: Class 5 contains 119747 members 
Mstep: Class 6 contains 34884 members 
Mstep: Class 7 contains 37426 members 
Mstep: Class 8 contains 3965 members 
Mstep: Class 9 contains 10427 members 
Mstep: Class 10 contains 10831 members 
Mstep: Class 11 contains 7098 members 
Mstep: Class 12 contains 26753 members 
Mstep: Class 13 contains 4004 members 
Mstep: Class 14 contains 4235 members 
Mstep: Class 15 contains 2798 members 
Mstep: Class 16 contains 40822 members 
Mstep: Class 17 contains 36520 members 
Mstep: Class 18 contains 11080 members 
Mstep: Class 19 contains 7002 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 35828 members 
Mstep: Class 22 contains 5624 members 
Mstep: Class 23 contains 4549 members 
Mstep: Class 24 contains 6390 members 
Mstep: Class 25 contains 14546 members 
Mstep: Class 26 contains 3716 members 
Mstep: Class 27 contains 18406 members 
Mstep: Class 28 contains 12024 members 
Mstep: Class 29 contains 16438 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 9411 members 
Mstep: Class 32 contains 107646 members 
Mstep: Class 33 contains 17823 members 
Mstep: Class 34 contains 8863 members 
Mstep: Class 35 contains 34374 members 
Mstep: Class 36 contains 2359 members 
Mstep: Class 37 contains 39805 members 
Mstep: Class 38 contains 14329 members 
Mstep: Class 39 contains 17452 members 
Mstep: Class 40 contains 3710 members 
Mstep: Class 41 contains 599 members 
Mstep: Class 42 contains 7584 members 
Mstep: Class 43 contains 14879 members 
Mstep: Class 44 contains 4155 members 
Mstep: Class 45 contains 4550 members 
Mstep: Class 46 contains 1590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88070432.000000 Penalty: 93841.789062
Iteration 115Q: 47 clusters Score -8.807043e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 56183 members 
Mstep: Class 2 contains 717 members 
Mstep: Class 3 contains 50507 members 
Mstep: Class 4 contains 11087 members 
Mstep: Class 5 contains 119459 members 
Mstep: Class 6 contains 34963 members 
Mstep: Class 7 contains 37330 members 
Mstep: Class 8 contains 3970 members 
Mstep: Class 9 contains 10427 members 
Mstep: Class 10 contains 10798 members 
Mstep: Class 11 contains 7111 members 
Mstep: Class 12 contains 26902 members 
Mstep: Class 13 contains 4004 members 
Mstep: Class 14 contains 4237 members 
Mstep: Class 15 contains 2799 members 
Mstep: Class 16 contains 40842 members 
Mstep: Class 17 contains 36488 members 
Mstep: Class 18 contains 11079 members 
Mstep: Class 19 contains 7012 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 21 contains 35814 members 
Mstep: Class 22 contains 5614 members 
Mstep: Class 23 contains 4544 members 
Mstep: Class 24 contains 6390 members 
Mstep: Class 25 contains 14552 members 
Mstep: Class 26 contains 3718 members 
Mstep: Class 27 contains 18420 members 
Mstep: Class 28 contains 11984 members 
Mstep: Class 29 contains 16416 members 
Mstep: Class 30 contains 16112 members 
Mstep: Class 31 contains 9407 members 
Mstep: Class 32 contains 107540 members 
Mstep: Class 33 contains 17823 members 
Mstep: Class 34 contains 8865 members 
Mstep: Class 35 contains 34442 members 
Mstep: Class 36 contains 2362 members 
Mstep: Class 37 contains 39841 members 
Mstep: Class 38 contains 14351 members 
Mstep: Class 39 contains 17453 members 
Mstep: Class 40 contains 3864 members 
Mstep: Class 41 contains 599 members 
Mstep: Class 42 contains 7597 members 
Mstep: Class 43 contains 14880 members 
Mstep: Class 44 contains 4152 members 
Mstep: Class 45 contains 4549 members 
Mstep: Class 46 contains 1588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88070672.000000 Penalty: 93841.789062
Iteration 116Q: 47 clusters Score -8.807067e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 56224 members 
Mstep: Class 2 contains 716 members 
Mstep: Class 3 contains 50509 members 
Mstep: Class 4 contains 11095 members 
Mstep: Class 5 contains 119167 members 
Mstep: Class 6 contains 35053 members 
Mstep: Class 7 contains 37232 members 
Mstep: Class 8 contains 3975 members 
Mstep: Class 9 contains 10429 members 
Mstep: Class 10 contains 10805 members 
Mstep: Class 11 contains 7120 members 
Mstep: Class 12 contains 27050 members 
Mstep: Class 13 contains 4004 members 
Mstep: Class 14 contains 4238 members 
Mstep: Class 15 contains 2799 members 
Mstep: Class 16 contains 40864 members 
Mstep: Class 17 contains 36457 members 
Mstep: Class 18 contains 11078 members 
Mstep: Class 19 contains 7030 members 
Mstep: Class 20 contains 963 members 
Mstep: Class 21 contains 35809 members 
Mstep: Class 22 contains 5597 members 
Mstep: Class 23 contains 4544 members 
Mstep: Class 24 contains 6389 members 
Mstep: Class 25 contains 14555 members 
Mstep: Class 26 contains 3719 members 
Mstep: Class 27 contains 18416 members 
Mstep: Class 28 contains 11946 members 
Mstep: Class 29 contains 16379 members 
Mstep: Class 30 contains 16109 members 
Mstep: Class 31 contains 9404 members 
Mstep: Class 32 contains 107425 members 
Mstep: Class 33 contains 17829 members 
Mstep: Class 34 contains 8871 members 
Mstep: Class 35 contains 34519 members 
Mstep: Class 36 contains 2366 members 
Mstep: Class 37 contains 39875 members 
Mstep: Class 38 contains 14361 members 
Mstep: Class 39 contains 17453 members 
Mstep: Class 40 contains 3992 members 
Mstep: Class 41 contains 599 members 
Mstep: Class 42 contains 7611 members 
Mstep: Class 43 contains 14882 members 
Mstep: Class 44 contains 4151 members 
Mstep: Class 45 contains 4557 members 
Mstep: Class 46 contains 1590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88070944.000000 Penalty: 93841.789062
Iteration 117Q: 47 clusters Score -8.807094e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 56277 members 
Mstep: Class 2 contains 714 members 
Mstep: Class 3 contains 50507 members 
Mstep: Class 4 contains 11097 members 
Mstep: Class 5 contains 118927 members 
Mstep: Class 6 contains 35122 members 
Mstep: Class 7 contains 37123 members 
Mstep: Class 8 contains 3983 members 
Mstep: Class 9 contains 10430 members 
Mstep: Class 10 contains 10837 members 
Mstep: Class 11 contains 7129 members 
Mstep: Class 12 contains 27174 members 
Mstep: Class 13 contains 4005 members 
Mstep: Class 14 contains 4243 members 
Mstep: Class 15 contains 2799 members 
Mstep: Class 16 contains 40879 members 
Mstep: Class 17 contains 36424 members 
Mstep: Class 18 contains 11080 members 
Mstep: Class 19 contains 7047 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 35798 members 
Mstep: Class 22 contains 5586 members 
Mstep: Class 23 contains 4537 members 
Mstep: Class 24 contains 6390 members 
Mstep: Class 25 contains 14564 members 
Mstep: Class 26 contains 3722 members 
Mstep: Class 27 contains 18412 members 
Mstep: Class 28 contains 11911 members 
Mstep: Class 29 contains 16331 members 
Mstep: Class 30 contains 16106 members 
Mstep: Class 31 contains 9402 members 
Mstep: Class 32 contains 107306 members 
Mstep: Class 33 contains 17834 members 
Mstep: Class 34 contains 8873 members 
Mstep: Class 35 contains 34588 members 
Mstep: Class 36 contains 2371 members 
Mstep: Class 37 contains 39911 members 
Mstep: Class 38 contains 14377 members 
Mstep: Class 39 contains 17453 members 
Mstep: Class 40 contains 4106 members 
Mstep: Class 41 contains 599 members 
Mstep: Class 42 contains 7624 members 
Mstep: Class 43 contains 14884 members 
Mstep: Class 44 contains 4152 members 
Mstep: Class 45 contains 4571 members 
Mstep: Class 46 contains 1590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88071040.000000 Penalty: 93841.789062
Iteration 118Q: 47 clusters Score -8.807104e+07 nChanged 1301
Entering ConstructFrom: 
Score: -88071040.000000 Penalty: 93841.789062
Entering ConstructFrom: 
Trying to split cluster 1 (56321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56321 members 
Entering Unmasked Estep 
Score: -5638154.000000 Penalty: 1627.696899
	Iteration 0F: 2 clusters Score -5638154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 28209 members 
Entering Unmasked Estep 
Score: -5601429.000000 Penalty: 3255.393799
	Iteration 0F: 3 clusters Score -5601429 nChanged 26220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28116 members 
Mstep: Class 2 contains 28205 members 
Entering Unmasked Estep 
Score: -5616169.000000 Penalty: 3255.393799
	Iteration 1F: 3 clusters Score -5616169 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28162 members 
Mstep: Class 2 contains 28159 members 
Entering Unmasked Estep 
Score: -5616916.500000 Penalty: 3255.393799
	Iteration 2Q: 3 clusters Score -5616916 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28326 members 
Mstep: Class 2 contains 27995 members 
Entering Unmasked Estep 
Score: -5617671.500000 Penalty: 3255.393799
	Iteration 3Q: 3 clusters Score -5617672 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28600 members 
Mstep: Class 2 contains 27721 members 
Entering Unmasked Estep 
Score: -5618617.000000 Penalty: 3255.393799
	Iteration 4Q: 3 clusters Score -5618617 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28913 members 
Mstep: Class 2 contains 27408 members 
Entering Unmasked Estep 
Score: -5619628.500000 Penalty: 3255.393799
	Iteration 5Q: 3 clusters Score -5619628 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29417 members 
Mstep: Class 2 contains 26904 members 
Entering Unmasked Estep 
Score: -5621120.500000 Penalty: 3255.393799
	Iteration 6Q: 3 clusters Score -5621120 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29961 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -5622982.500000 Penalty: 3255.393799
	Iteration 7F: 3 clusters Score -5622982 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30594 members 
Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
Score: -5625315.500000 Penalty: 3255.393799
	Iteration 8F: 3 clusters Score -5625316 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31120 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -5627672.000000 Penalty: 3255.393799
	Iteration 9F: 3 clusters Score -5627672 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31474 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -5629614.000000 Penalty: 3255.393799
	Iteration 10F: 3 clusters Score -5629614 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31728 members 
Mstep: Class 2 contains 24593 members 
Entering Unmasked Estep 
Score: -5630740.500000 Penalty: 3255.393799
	Iteration 11Q: 3 clusters Score -5630740 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31946 members 
Mstep: Class 2 contains 24375 members 
Entering Unmasked Estep 
Score: -5631325.000000 Penalty: 3255.393799
	Iteration 12Q: 3 clusters Score -5631325 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32181 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -5631601.500000 Penalty: 3255.393799
	Iteration 13Q: 3 clusters Score -5631602 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32416 members 
Mstep: Class 2 contains 23905 members 
Entering Unmasked Estep 
Score: -5631771.000000 Penalty: 3255.393799
	Iteration 14Q: 3 clusters Score -5631771 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32681 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -5631920.500000 Penalty: 3255.393799
	Iteration 15Q: 3 clusters Score -5631920 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32947 members 
Mstep: Class 2 contains 23374 members 
Entering Unmasked Estep 
Score: -5632081.000000 Penalty: 3255.393799
	Iteration 16Q: 3 clusters Score -5632081 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33248 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -5632186.000000 Penalty: 3255.393799
	Iteration 17Q: 3 clusters Score -5632186 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33540 members 
Mstep: Class 2 contains 22781 members 
Entering Unmasked Estep 
Score: -5632311.000000 Penalty: 3255.393799
	Iteration 18Q: 3 clusters Score -5632311 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33828 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -5632481.000000 Penalty: 3255.393799
	Iteration 19Q: 3 clusters Score -5632481 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34166 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -5632637.500000 Penalty: 3255.393799
	Iteration 20F: 3 clusters Score -5632638 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34522 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -5632782.000000 Penalty: 3255.393799
	Iteration 21Q: 3 clusters Score -5632782 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34899 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -5632972.500000 Penalty: 3255.393799
	Iteration 22Q: 3 clusters Score -5632972 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35290 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -5633104.000000 Penalty: 3255.393799
	Iteration 23Q: 3 clusters Score -5633104 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35649 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -5633274.000000 Penalty: 3255.393799
	Iteration 24Q: 3 clusters Score -5633274 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36000 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -5633395.500000 Penalty: 3255.393799
	Iteration 25Q: 3 clusters Score -5633396 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36319 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -5633519.500000 Penalty: 3255.393799
	Iteration 26Q: 3 clusters Score -5633520 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36665 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -5633653.000000 Penalty: 3255.393799
	Iteration 27Q: 3 clusters Score -5633653 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37044 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -5633775.000000 Penalty: 3255.393799
	Iteration 28Q: 3 clusters Score -5633775 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37416 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -5633948.000000 Penalty: 3255.393799
	Iteration 29Q: 3 clusters Score -5633948 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37810 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -5634108.500000 Penalty: 3255.393799
	Iteration 30Q: 3 clusters Score -5634108 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38204 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -5634253.000000 Penalty: 3255.393799
	Iteration 31Q: 3 clusters Score -5634253 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38602 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -5634402.500000 Penalty: 3255.393799
	Iteration 32Q: 3 clusters Score -5634402 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39005 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -5634557.500000 Penalty: 3255.393799
	Iteration 33Q: 3 clusters Score -5634558 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39413 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -5634732.000000 Penalty: 3255.393799
	Iteration 34Q: 3 clusters Score -5634732 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39817 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -5634860.000000 Penalty: 3255.393799
	Iteration 35Q: 3 clusters Score -5634860 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40224 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -5634997.500000 Penalty: 3255.393799
	Iteration 36Q: 3 clusters Score -5634998 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40586 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -5635124.000000 Penalty: 3255.393799
	Iteration 37Q: 3 clusters Score -5635124 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40954 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -5635249.000000 Penalty: 3255.393799
	Iteration 38Q: 3 clusters Score -5635249 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41319 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -5635317.000000 Penalty: 3255.393799
	Iteration 39Q: 3 clusters Score -5635317 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41640 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -5635406.000000 Penalty: 3255.393799
	Iteration 40F: 3 clusters Score -5635406 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41916 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -5635478.000000 Penalty: 3255.393799
	Iteration 41Q: 3 clusters Score -5635478 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42181 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -5635504.000000 Penalty: 3255.393799
	Iteration 42Q: 3 clusters Score -5635504 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42426 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -5635510.500000 Penalty: 3255.393799
	Iteration 43Q: 3 clusters Score -5635510 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42634 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -5635571.500000 Penalty: 3255.393799
	Iteration 44Q: 3 clusters Score -5635572 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42863 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -5635606.500000 Penalty: 3255.393799
	Iteration 45Q: 3 clusters Score -5635606 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43051 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -5635644.000000 Penalty: 3255.393799
	Iteration 46Q: 3 clusters Score -5635644 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43244 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -5635686.500000 Penalty: 3255.393799
	Iteration 47Q: 3 clusters Score -5635686 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43409 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -5635693.500000 Penalty: 3255.393799
	Iteration 48Q: 3 clusters Score -5635694 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43570 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -5635732.500000 Penalty: 3255.393799
	Iteration 49Q: 3 clusters Score -5635732 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43736 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -5635736.500000 Penalty: 3255.393799
	Iteration 50Q: 3 clusters Score -5635736 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43882 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -5635753.500000 Penalty: 3255.393799
	Iteration 51Q: 3 clusters Score -5635754 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44019 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -5635751.500000 Penalty: 3255.393799
	Iteration 52Q: 3 clusters Score -5635752 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44149 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -5635772.500000 Penalty: 3255.393799
	Iteration 53Q: 3 clusters Score -5635772 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44265 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -5635757.500000 Penalty: 3255.393799
	Iteration 54Q: 3 clusters Score -5635758 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44367 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -5635771.500000 Penalty: 3255.393799
	Iteration 55Q: 3 clusters Score -5635772 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44475 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -5635783.000000 Penalty: 3255.393799
	Iteration 56Q: 3 clusters Score -5635783 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44582 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -5635802.500000 Penalty: 3255.393799
	Iteration 57Q: 3 clusters Score -5635802 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44691 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -5635824.500000 Penalty: 3255.393799
	Iteration 58Q: 3 clusters Score -5635824 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44810 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -5635843.000000 Penalty: 3255.393799
	Iteration 59Q: 3 clusters Score -5635843 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44942 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -5635849.000000 Penalty: 3255.393799
	Iteration 60F: 3 clusters Score -5635849 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45073 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -5635850.000000 Penalty: 3255.393799
	Iteration 61Q: 3 clusters Score -5635850 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45185 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -5635865.000000 Penalty: 3255.393799
	Iteration 62Q: 3 clusters Score -5635865 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45301 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -5635883.500000 Penalty: 3255.393799
	Iteration 63Q: 3 clusters Score -5635884 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45424 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -5635879.500000 Penalty: 3255.393799
	Iteration 64Q: 3 clusters Score -5635880 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45548 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -5635899.500000 Penalty: 3255.393799
	Iteration 65Q: 3 clusters Score -5635900 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45672 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -5635895.000000 Penalty: 3255.393799
	Iteration 66Q: 3 clusters Score -5635895 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45809 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -5635895.500000 Penalty: 3255.393799
	Iteration 67Q: 3 clusters Score -5635896 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45927 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -5635918.000000 Penalty: 3255.393799
	Iteration 68Q: 3 clusters Score -5635918 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46035 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -5635930.500000 Penalty: 3255.393799
	Iteration 69Q: 3 clusters Score -5635930 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46135 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -5635941.000000 Penalty: 3255.393799
	Iteration 70Q: 3 clusters Score -5635941 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46224 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -5635961.000000 Penalty: 3255.393799
	Iteration 71Q: 3 clusters Score -5635961 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46310 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -5635967.500000 Penalty: 3255.393799
	Iteration 72Q: 3 clusters Score -5635968 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46392 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -5635976.000000 Penalty: 3255.393799
	Iteration 73Q: 3 clusters Score -5635976 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46485 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -5635983.000000 Penalty: 3255.393799
	Iteration 74Q: 3 clusters Score -5635983 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46572 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -5635997.000000 Penalty: 3255.393799
	Iteration 75Q: 3 clusters Score -5635997 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46659 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -5636002.500000 Penalty: 3255.393799
	Iteration 76Q: 3 clusters Score -5636002 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46762 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -5636014.500000 Penalty: 3255.393799
	Iteration 77Q: 3 clusters Score -5636014 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46864 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -5636025.500000 Penalty: 3255.393799
	Iteration 78Q: 3 clusters Score -5636026 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46984 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -5636036.000000 Penalty: 3255.393799
	Iteration 79Q: 3 clusters Score -5636036 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47078 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -5636050.500000 Penalty: 3255.393799
	Iteration 80F: 3 clusters Score -5636050 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47176 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -5636052.500000 Penalty: 3255.393799
	Iteration 81Q: 3 clusters Score -5636052 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47281 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -5636057.500000 Penalty: 3255.393799
	Iteration 82Q: 3 clusters Score -5636058 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47364 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -5636063.000000 Penalty: 3255.393799
	Iteration 83Q: 3 clusters Score -5636063 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47460 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -5636068.500000 Penalty: 3255.393799
	Iteration 84Q: 3 clusters Score -5636068 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47550 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -5636078.500000 Penalty: 3255.393799
	Iteration 85Q: 3 clusters Score -5636078 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47630 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -5636098.000000 Penalty: 3255.393799
	Iteration 86Q: 3 clusters Score -5636098 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47722 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5636126 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47815 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5636126 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47913 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5636136 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48014 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5636136 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48109 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5636152 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48211 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5636147 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48306 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5636186 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48417 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5636202 nChanged 113
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Mstep: Class 1 contains 48528 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5636227 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48641 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5636236 nChanged 101
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Mstep: Class 1 contains 48742 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5636250 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48853 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5636254 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48969 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5636272 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49085 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5636288 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49196 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5636309 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49315 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5636318 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49420 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5636332 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49511 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5636342 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49602 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5636349 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49697 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5636381 nChanged 101
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Mstep: Class 1 contains 49798 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5636390 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49896 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5636406 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50003 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5636430 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50103 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5636452 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50215 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5636470 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50312 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5636484 nChanged 93
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Mstep: Class 1 contains 50403 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5636494 nChanged 82
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Mstep: Class 1 contains 50485 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5636502 nChanged 72
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Mstep: Class 1 contains 50555 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5636504 nChanged 65
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Mstep: Class 1 contains 50620 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5636523 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50693 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5636531 nChanged 73
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Mstep: Class 1 contains 50764 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5636546 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50837 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5636553 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50902 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5636549 nChanged 73
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Mstep: Class 1 contains 50975 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5636568 nChanged 64
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Mstep: Class 1 contains 51037 members 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5636589 nChanged 60
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Mstep: Class 1 contains 51093 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5636580 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51150 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5636575 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51214 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5636580 nChanged 66
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Mstep: Class 1 contains 51280 members 
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5636607 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51343 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5636620 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51403 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5636629 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51459 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5636638 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51510 members 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5636654 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51561 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5636656 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51607 members 
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -5636651 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51648 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -5636647 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51685 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5636655 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51732 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5636660 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51766 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -5636669 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51802 members 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5636672 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51837 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5636684 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51881 members 
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5636684 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51926 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -5636690 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51971 members 
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -5636692 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52016 members 
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -5636712 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52059 members 
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -5636710 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52108 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -5636719 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52153 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -5636720 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52196 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -5636723 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52234 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -5636729 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52272 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -5636737 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52308 members 
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -5636740 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52342 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -5636742 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52378 members 
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Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -5636746 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52403 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -5636759 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52436 members 
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Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -5636762 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52468 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -5636754 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52508 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -5636746 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52554 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -5636764 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52607 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -5636776 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52638 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -5636776 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -5636780 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52686 members 
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Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -5636774 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52721 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -5636770 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52768 members 
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Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -5636786 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52813 members 
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Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -5636805 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52857 members 
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Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -5636816 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52896 members 
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Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -5636808 nChanged 43
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Mstep: Class 1 contains 52933 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -5636816 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52970 members 
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Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -5636822 nChanged 34
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Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -5636822 nChanged 34
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -5636827 nChanged 32
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -5636824 nChanged 39
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Mstep: Class 1 contains 53103 members 
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Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -5636836 nChanged 44
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Mstep: Class 1 contains 53147 members 
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	Iteration 172Q: 3 clusters Score -5636841 nChanged 41
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Mstep: Class 1 contains 53184 members 
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Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -5636846 nChanged 31
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Mstep: Class 1 contains 53215 members 
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Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -5636848 nChanged 34
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Mstep: Class 1 contains 53249 members 
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Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -5636850 nChanged 37
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Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -5636852 nChanged 33
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	Iteration 177Q: 3 clusters Score -5636869 nChanged 33
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	Iteration 178Q: 3 clusters Score -5636884 nChanged 34
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	Iteration 179Q: 3 clusters Score -5636895 nChanged 30
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Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -5636896 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53426 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -5636891.500000 Penalty: 3255.393799
	Iteration 181Q: 3 clusters Score -5636892 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53454 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -5636898.000000 Penalty: 3255.393799
	Iteration 182Q: 3 clusters Score -5636898 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53478 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -5636900.000000 Penalty: 3255.393799
	Iteration 183Q: 3 clusters Score -5636900 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53507 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -5636910 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53532 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -5636917.000000 Penalty: 3255.393799
	Iteration 185Q: 3 clusters Score -5636917 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53552 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -5636920 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53574 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -5636924.000000 Penalty: 3255.393799
	Iteration 187Q: 3 clusters Score -5636924 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53602 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -5636924 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53634 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -5636937.500000 Penalty: 3255.393799
	Iteration 189Q: 3 clusters Score -5636938 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53659 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -5636950.000000 Penalty: 3255.393799
	Iteration 190Q: 3 clusters Score -5636950 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53675 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -5636945.000000 Penalty: 3255.393799
	Iteration 191Q: 3 clusters Score -5636945 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53686 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -5636950.500000 Penalty: 3255.393799
	Iteration 192Q: 3 clusters Score -5636950 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53701 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -5636947.500000 Penalty: 3255.393799
	Iteration 193Q: 3 clusters Score -5636948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53712 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -5636946.500000 Penalty: 3255.393799
	Iteration 194Q: 3 clusters Score -5636946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53721 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -5636947.500000 Penalty: 3255.393799
	Iteration 195Q: 3 clusters Score -5636948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53729 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -5636951.000000 Penalty: 3255.393799
	Iteration 196Q: 3 clusters Score -5636951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53737 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -5636951.000000 Penalty: 3255.393799
	Iteration 197Q: 3 clusters Score -5636951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53745 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -5636957.000000 Penalty: 3255.393799
	Iteration 198Q: 3 clusters Score -5636957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53751 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -5636956.500000 Penalty: 3255.393799
	Iteration 199Q: 3 clusters Score -5636956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53761 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -5636955.000000 Penalty: 3255.393799
	Iteration 200F: 3 clusters Score -5636955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53772 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -5636964.500000 Penalty: 3255.393799
	Iteration 201Q: 3 clusters Score -5636964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53783 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -5636963.000000 Penalty: 3255.393799
	Iteration 202Q: 3 clusters Score -5636963 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53796 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -5636963 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53812 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -5636962.000000 Penalty: 3255.393799
	Iteration 204Q: 3 clusters Score -5636962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53824 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -5636963.500000 Penalty: 3255.393799
	Iteration 205Q: 3 clusters Score -5636964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53833 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -5636974.000000 Penalty: 3255.393799
	Iteration 206Q: 3 clusters Score -5636974 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53844 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -5636971.000000 Penalty: 3255.393799
	Iteration 207Q: 3 clusters Score -5636971 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53856 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -5636979.000000 Penalty: 3255.393799
	Iteration 208Q: 3 clusters Score -5636979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53864 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -5636980.500000 Penalty: 3255.393799
	Iteration 209Q: 3 clusters Score -5636980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53874 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -5636978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53883 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -5636980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53893 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -5636988.500000 Penalty: 3255.393799
	Iteration 212Q: 3 clusters Score -5636988 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53907 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -5636992 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53925 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -5636998 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53946 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -5637008.500000 Penalty: 3255.393799
	Iteration 215Q: 3 clusters Score -5637008 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53962 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -5637013.500000 Penalty: 3255.393799
	Iteration 216Q: 3 clusters Score -5637014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53974 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -5637014.500000 Penalty: 3255.393799
	Iteration 217Q: 3 clusters Score -5637014 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53990 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -5637017.000000 Penalty: 3255.393799
	Iteration 218Q: 3 clusters Score -5637017 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54009 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -5637021.500000 Penalty: 3255.393799
	Iteration 219Q: 3 clusters Score -5637022 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54026 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -5637026.000000 Penalty: 3255.393799
	Iteration 220F: 3 clusters Score -5637026 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54045 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -5637030.500000 Penalty: 3255.393799
	Iteration 221Q: 3 clusters Score -5637030 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54071 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -5637044.500000 Penalty: 3255.393799
	Iteration 222Q: 3 clusters Score -5637044 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54105 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -5637059.500000 Penalty: 3255.393799
	Iteration 223Q: 3 clusters Score -5637060 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54146 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -5637053.000000 Penalty: 3255.393799
	Iteration 224Q: 3 clusters Score -5637053 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54181 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -5637069.000000 Penalty: 3255.393799
	Iteration 225Q: 3 clusters Score -5637069 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54216 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -5637080.000000 Penalty: 3255.393799
	Iteration 226Q: 3 clusters Score -5637080 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54251 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -5637082.500000 Penalty: 3255.393799
	Iteration 227Q: 3 clusters Score -5637082 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54272 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -5637085.000000 Penalty: 3255.393799
	Iteration 228Q: 3 clusters Score -5637085 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54292 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -5637089.000000 Penalty: 3255.393799
	Iteration 229Q: 3 clusters Score -5637089 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54309 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -5637101.500000 Penalty: 3255.393799
	Iteration 230Q: 3 clusters Score -5637102 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54322 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -5637103.000000 Penalty: 3255.393799
	Iteration 231Q: 3 clusters Score -5637103 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54337 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -5637100.000000 Penalty: 3255.393799
	Iteration 232Q: 3 clusters Score -5637100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54345 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -5637105.500000 Penalty: 3255.393799
	Iteration 233Q: 3 clusters Score -5637106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54354 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -5637114.000000 Penalty: 3255.393799
	Iteration 234Q: 3 clusters Score -5637114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54359 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -5637114.500000 Penalty: 3255.393799
	Iteration 235Q: 3 clusters Score -5637114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54362 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -5637117.000000 Penalty: 3255.393799
	Iteration 236Q: 3 clusters Score -5637117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54366 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -5637116.000000 Penalty: 3255.393799
	Iteration 237Q: 3 clusters Score -5637116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54370 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -5637114.000000 Penalty: 3255.393799
	Iteration 238Q: 3 clusters Score -5637114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54376 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -5637117.000000 Penalty: 3255.393799
	Iteration 239Q: 3 clusters Score -5637117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54377 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -5637113.500000 Penalty: 3255.393799
	Iteration 240F: 3 clusters Score -5637114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54379 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -5637116.500000 Penalty: 3255.393799
	Iteration 241Q: 3 clusters Score -5637116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54382 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -5637120.000000 Penalty: 3255.393799
	Iteration 242Q: 3 clusters Score -5637120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54388 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -5637124.500000 Penalty: 3255.393799
	Iteration 243Q: 3 clusters Score -5637124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54390 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -5637128.000000 Penalty: 3255.393799
	Iteration 244Q: 3 clusters Score -5637128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54389 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -5637129.500000 Penalty: 3255.393799
	Iteration 245Q: 3 clusters Score -5637130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54397 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -5637131.500000 Penalty: 3255.393799
	Iteration 246Q: 3 clusters Score -5637132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54405 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -5637128.000000 Penalty: 3255.393799
	Iteration 247Q: 3 clusters Score -5637128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54411 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -5637131.000000 Penalty: 3255.393799
	Iteration 248Q: 3 clusters Score -5637131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54422 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -5637131.500000 Penalty: 3255.393799
	Iteration 249Q: 3 clusters Score -5637132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54434 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -5637136.000000 Penalty: 3255.393799
	Iteration 250Q: 3 clusters Score -5637136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54441 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -5637135.000000 Penalty: 3255.393799
	Iteration 251Q: 3 clusters Score -5637135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54446 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -5637132.000000 Penalty: 3255.393799
	Iteration 252Q: 3 clusters Score -5637132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54453 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -5637136.500000 Penalty: 3255.393799
	Iteration 253Q: 3 clusters Score -5637136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54456 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -5637133.000000 Penalty: 3255.393799
	Iteration 254Q: 3 clusters Score -5637133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54460 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -5637130.500000 Penalty: 3255.393799
	Iteration 255Q: 3 clusters Score -5637130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54464 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -5637133.000000 Penalty: 3255.393799
	Iteration 256Q: 3 clusters Score -5637133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54469 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -5637136.500000 Penalty: 3255.393799
	Iteration 257Q: 3 clusters Score -5637136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54473 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -5637134.500000 Penalty: 3255.393799
	Iteration 258Q: 3 clusters Score -5637134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54481 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -5637130.000000 Penalty: 3255.393799
	Iteration 259Q: 3 clusters Score -5637130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54487 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -5637132.000000 Penalty: 3255.393799
	Iteration 260F: 3 clusters Score -5637132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54489 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -5637134.000000 Penalty: 3255.393799
	Iteration 261Q: 3 clusters Score -5637134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54494 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -5637127.500000 Penalty: 3255.393799
	Iteration 262Q: 3 clusters Score -5637128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54499 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -5637129.500000 Penalty: 3255.393799
	Iteration 263Q: 3 clusters Score -5637130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54501 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -5637131.000000 Penalty: 3255.393799
	Iteration 264Q: 3 clusters Score -5637131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54503 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -5637129.500000 Penalty: 3255.393799
	Iteration 265Q: 3 clusters Score -5637130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54503 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -5637129.500000 Penalty: 3255.393799
	Iteration 266F: 3 clusters Score -5637130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Entering Unmasked Estep 
Score: -61305.371094 Penalty: 977.330017
	Iteration 0F: 2 clusters Score -61305.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -60225.140625 Penalty: 1954.660034
	Iteration 0F: 3 clusters Score -60225.14 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -60507.777344 Penalty: 1954.660034
	Iteration 1F: 3 clusters Score -60507.78 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -60626.859375 Penalty: 1954.660034
	Iteration 2F: 3 clusters Score -60626.86 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -60702.941406 Penalty: 1954.660034
	Iteration 3Q: 3 clusters Score -60702.94 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -60742.875000 Penalty: 1954.660034
	Iteration 4Q: 3 clusters Score -60742.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -60779.902344 Penalty: 1954.660034
	Iteration 5Q: 3 clusters Score -60779.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -60805.285156 Penalty: 1954.660034
	Iteration 6Q: 3 clusters Score -60805.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -60832.597656 Penalty: 1954.660034
	Iteration 7Q: 3 clusters Score -60832.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -60846.832031 Penalty: 1954.660034
	Iteration 8Q: 3 clusters Score -60846.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -60856.308594 Penalty: 1954.660034
	Iteration 9Q: 3 clusters Score -60856.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -60863.101562 Penalty: 1954.660034
	Iteration 10Q: 3 clusters Score -60863.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -60875.316406 Penalty: 1954.660034
	Iteration 11Q: 3 clusters Score -60875.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -60889.089844 Penalty: 1954.660034
	Iteration 12Q: 3 clusters Score -60889.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -60897.933594 Penalty: 1954.660034
	Iteration 13Q: 3 clusters Score -60897.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -60903.738281 Penalty: 1954.660034
	Iteration 14Q: 3 clusters Score -60903.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -60913.886719 Penalty: 1954.660034
	Iteration 15Q: 3 clusters Score -60913.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -60914.671875 Penalty: 1954.660034
	Iteration 16Q: 3 clusters Score -60914.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -60914.671875 Penalty: 1954.660034
	Iteration 17F: 3 clusters Score -60914.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (50502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50502 members 
Entering Unmasked Estep 
Score: -5041999.500000 Penalty: 1611.469482
	Iteration 0F: 2 clusters Score -5042000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25443 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
Score: -5009299.500000 Penalty: 3222.938965
	Iteration 0F: 3 clusters Score -5009300 nChanged 23223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27612 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -5022369.000000 Penalty: 3222.938965
	Iteration 1F: 3 clusters Score -5022369 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29002 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -5023329.500000 Penalty: 3222.938965
	Iteration 2F: 3 clusters Score -5023330 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30849 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -5024555.500000 Penalty: 3222.938965
	Iteration 3F: 3 clusters Score -5024556 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33373 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -5026264.500000 Penalty: 3222.938965
	Iteration 4F: 3 clusters Score -5026264 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36529 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -5028687.500000 Penalty: 3222.938965
	Iteration 5F: 3 clusters Score -5028688 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40116 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -5031814.500000 Penalty: 3222.938965
	Iteration 6F: 3 clusters Score -5031814 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43601 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -5035186.000000 Penalty: 3222.938965
	Iteration 7F: 3 clusters Score -5035186 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46241 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -5037648.000000 Penalty: 3222.938965
	Iteration 8F: 3 clusters Score -5037648 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47872 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -5039038.000000 Penalty: 3222.938965
	Iteration 9Q: 3 clusters Score -5039038 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48742 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -5039803.000000 Penalty: 3222.938965
	Iteration 10Q: 3 clusters Score -5039803 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49224 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -5040234.500000 Penalty: 3222.938965
	Iteration 11Q: 3 clusters Score -5040234 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49482 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -5040411.500000 Penalty: 3222.938965
	Iteration 12Q: 3 clusters Score -5040412 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49619 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -5040512.000000 Penalty: 3222.938965
	Iteration 13Q: 3 clusters Score -5040512 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49724 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -5040602.500000 Penalty: 3222.938965
	Iteration 14Q: 3 clusters Score -5040602 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49805 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -5040656.000000 Penalty: 3222.938965
	Iteration 15Q: 3 clusters Score -5040656 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49851 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -5040693.500000 Penalty: 3222.938965
	Iteration 16Q: 3 clusters Score -5040694 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49886 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -5040723.000000 Penalty: 3222.938965
	Iteration 17Q: 3 clusters Score -5040723 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49909 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -5040748.500000 Penalty: 3222.938965
	Iteration 18Q: 3 clusters Score -5040748 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49928 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -5040764.000000 Penalty: 3222.938965
	Iteration 19Q: 3 clusters Score -5040764 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49949 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -5040780.500000 Penalty: 3222.938965
	Iteration 20F: 3 clusters Score -5040780 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49963 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -5040784.500000 Penalty: 3222.938965
	Iteration 21Q: 3 clusters Score -5040784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49975 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -5040798.500000 Penalty: 3222.938965
	Iteration 22Q: 3 clusters Score -5040798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49985 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -5040806.000000 Penalty: 3222.938965
	Iteration 23Q: 3 clusters Score -5040806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49992 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -5040816.500000 Penalty: 3222.938965
	Iteration 24Q: 3 clusters Score -5040816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49999 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -5040818.500000 Penalty: 3222.938965
	Iteration 25Q: 3 clusters Score -5040818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50004 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -5040817.000000 Penalty: 3222.938965
	Iteration 26Q: 3 clusters Score -5040817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50006 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -5040822.000000 Penalty: 3222.938965
	Iteration 27Q: 3 clusters Score -5040822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50013 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -5040828.000000 Penalty: 3222.938965
	Iteration 28Q: 3 clusters Score -5040828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50014 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -5040830.500000 Penalty: 3222.938965
	Iteration 29Q: 3 clusters Score -5040830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50018 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -5040835.500000 Penalty: 3222.938965
	Iteration 30Q: 3 clusters Score -5040836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50023 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -5040839.000000 Penalty: 3222.938965
	Iteration 31Q: 3 clusters Score -5040839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50026 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -5040843.500000 Penalty: 3222.938965
	Iteration 32Q: 3 clusters Score -5040844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50030 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -5040849.000000 Penalty: 3222.938965
	Iteration 33Q: 3 clusters Score -5040849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50031 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -5040850.000000 Penalty: 3222.938965
	Iteration 34Q: 3 clusters Score -5040850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50032 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -5040850.500000 Penalty: 3222.938965
	Iteration 35Q: 3 clusters Score -5040850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50033 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -5040854.500000 Penalty: 3222.938965
	Iteration 36Q: 3 clusters Score -5040854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50034 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -5040852.500000 Penalty: 3222.938965
	Iteration 37Q: 3 clusters Score -5040852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50034 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -5040852.500000 Penalty: 3222.938965
	Iteration 38F: 3 clusters Score -5040852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Entering Unmasked Estep 
Score: -1114993.375000 Penalty: 1386.040894
	Iteration 0F: 2 clusters Score -1114993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1107553.875000 Penalty: 2772.081787
	Iteration 0F: 3 clusters Score -1107554 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1110053.750000 Penalty: 2772.081787
	Iteration 1F: 3 clusters Score -1110054 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1110427.875000 Penalty: 2772.081787
	Iteration 2F: 3 clusters Score -1110428 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1110741.000000 Penalty: 2772.081787
	Iteration 3F: 3 clusters Score -1110741 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1111049.125000 Penalty: 2772.081787
	Iteration 4F: 3 clusters Score -1111049 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1111351.625000 Penalty: 2772.081787
	Iteration 5F: 3 clusters Score -1111352 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1111679.500000 Penalty: 2772.081787
	Iteration 6Q: 3 clusters Score -1111680 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1111986.375000 Penalty: 2772.081787
	Iteration 7Q: 3 clusters Score -1111986 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1112300.125000 Penalty: 2772.081787
	Iteration 8Q: 3 clusters Score -1112300 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1112609.375000 Penalty: 2772.081787
	Iteration 9Q: 3 clusters Score -1112609 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1112846.125000 Penalty: 2772.081787
	Iteration 10Q: 3 clusters Score -1112846 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1113023.750000 Penalty: 2772.081787
	Iteration 11Q: 3 clusters Score -1113024 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1113180.250000 Penalty: 2772.081787
	Iteration 12Q: 3 clusters Score -1113180 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1113291.500000 Penalty: 2772.081787
	Iteration 13Q: 3 clusters Score -1113292 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1113382.375000 Penalty: 2772.081787
	Iteration 14Q: 3 clusters Score -1113382 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1113455.625000 Penalty: 2772.081787
	Iteration 15Q: 3 clusters Score -1113456 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1113514.125000 Penalty: 2772.081787
	Iteration 16Q: 3 clusters Score -1113514 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1113561.125000 Penalty: 2772.081787
	Iteration 17Q: 3 clusters Score -1113561 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1113592.375000 Penalty: 2772.081787
	Iteration 18Q: 3 clusters Score -1113592 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1113617.250000 Penalty: 2772.081787
	Iteration 19Q: 3 clusters Score -1113617 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1113648.500000 Penalty: 2772.081787
	Iteration 20F: 3 clusters Score -1113648 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1113671.250000 Penalty: 2772.081787
	Iteration 21Q: 3 clusters Score -1113671 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1113690.250000 Penalty: 2772.081787
	Iteration 22Q: 3 clusters Score -1113690 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1113713.500000 Penalty: 2772.081787
	Iteration 23Q: 3 clusters Score -1113714 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1113734.750000 Penalty: 2772.081787
	Iteration 24Q: 3 clusters Score -1113735 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1113759.625000 Penalty: 2772.081787
	Iteration 25Q: 3 clusters Score -1113760 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1113782.750000 Penalty: 2772.081787
	Iteration 26Q: 3 clusters Score -1113783 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1113803.750000 Penalty: 2772.081787
	Iteration 27Q: 3 clusters Score -1113804 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1113822.750000 Penalty: 2772.081787
	Iteration 28Q: 3 clusters Score -1113823 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1113840.875000 Penalty: 2772.081787
	Iteration 29Q: 3 clusters Score -1113841 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1113867.250000 Penalty: 2772.081787
	Iteration 30Q: 3 clusters Score -1113867 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1113885.125000 Penalty: 2772.081787
	Iteration 31Q: 3 clusters Score -1113885 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1113910.625000 Penalty: 2772.081787
	Iteration 32Q: 3 clusters Score -1113911 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1113935.125000 Penalty: 2772.081787
	Iteration 33Q: 3 clusters Score -1113935 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1113953.125000 Penalty: 2772.081787
	Iteration 34Q: 3 clusters Score -1113953 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1113970.625000 Penalty: 2772.081787
	Iteration 35Q: 3 clusters Score -1113971 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1113985.875000 Penalty: 2772.081787
	Iteration 36Q: 3 clusters Score -1113986 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1114001.625000 Penalty: 2772.081787
	Iteration 37Q: 3 clusters Score -1114002 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1114018.000000 Penalty: 2772.081787
	Iteration 38Q: 3 clusters Score -1114018 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1114035.750000 Penalty: 2772.081787
	Iteration 39Q: 3 clusters Score -1114036 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1114046.750000 Penalty: 2772.081787
	Iteration 40F: 3 clusters Score -1114047 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1114053.125000 Penalty: 2772.081787
	Iteration 41Q: 3 clusters Score -1114053 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1114064.750000 Penalty: 2772.081787
	Iteration 42Q: 3 clusters Score -1114065 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1114074.000000 Penalty: 2772.081787
	Iteration 43Q: 3 clusters Score -1114074 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1114084.625000 Penalty: 2772.081787
	Iteration 44Q: 3 clusters Score -1114085 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1114096.000000 Penalty: 2772.081787
	Iteration 45Q: 3 clusters Score -1114096 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1114100.000000 Penalty: 2772.081787
	Iteration 46Q: 3 clusters Score -1114100 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1114111.375000 Penalty: 2772.081787
	Iteration 47Q: 3 clusters Score -1114111 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1114120.875000 Penalty: 2772.081787
	Iteration 48Q: 3 clusters Score -1114121 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1114130.250000 Penalty: 2772.081787
	Iteration 49Q: 3 clusters Score -1114130 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1114145.250000 Penalty: 2772.081787
	Iteration 50Q: 3 clusters Score -1114145 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1114156.625000 Penalty: 2772.081787
	Iteration 51Q: 3 clusters Score -1114157 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1114169.625000 Penalty: 2772.081787
	Iteration 52Q: 3 clusters Score -1114170 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1114179.250000 Penalty: 2772.081787
	Iteration 53Q: 3 clusters Score -1114179 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1114184.625000 Penalty: 2772.081787
	Iteration 54Q: 3 clusters Score -1114185 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1114188.625000 Penalty: 2772.081787
	Iteration 55Q: 3 clusters Score -1114189 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1114191.375000 Penalty: 2772.081787
	Iteration 56Q: 3 clusters Score -1114191 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1114197.500000 Penalty: 2772.081787
	Iteration 57Q: 3 clusters Score -1114198 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1114203.625000 Penalty: 2772.081787
	Iteration 58Q: 3 clusters Score -1114204 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1114204.375000 Penalty: 2772.081787
	Iteration 59Q: 3 clusters Score -1114204 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1114206.625000 Penalty: 2772.081787
	Iteration 60F: 3 clusters Score -1114207 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1114209.000000 Penalty: 2772.081787
	Iteration 61Q: 3 clusters Score -1114209 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1114220.125000 Penalty: 2772.081787
	Iteration 62Q: 3 clusters Score -1114220 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1114223.000000 Penalty: 2772.081787
	Iteration 63Q: 3 clusters Score -1114223 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1114229.500000 Penalty: 2772.081787
	Iteration 64Q: 3 clusters Score -1114230 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1114236.250000 Penalty: 2772.081787
	Iteration 65Q: 3 clusters Score -1114236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1114238.375000 Penalty: 2772.081787
	Iteration 66Q: 3 clusters Score -1114238 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1114246.125000 Penalty: 2772.081787
	Iteration 67Q: 3 clusters Score -1114246 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1114251.125000 Penalty: 2772.081787
	Iteration 68Q: 3 clusters Score -1114251 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1114258.000000 Penalty: 2772.081787
	Iteration 69Q: 3 clusters Score -1114258 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1114261.750000 Penalty: 2772.081787
	Iteration 70Q: 3 clusters Score -1114262 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1114267.125000 Penalty: 2772.081787
	Iteration 71Q: 3 clusters Score -1114267 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1114275.375000 Penalty: 2772.081787
	Iteration 72Q: 3 clusters Score -1114275 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1114282.000000 Penalty: 2772.081787
	Iteration 73Q: 3 clusters Score -1114282 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1114284.750000 Penalty: 2772.081787
	Iteration 74Q: 3 clusters Score -1114285 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1114291.000000 Penalty: 2772.081787
	Iteration 75Q: 3 clusters Score -1114291 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1114296.375000 Penalty: 2772.081787
	Iteration 76Q: 3 clusters Score -1114296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1114298.500000 Penalty: 2772.081787
	Iteration 77Q: 3 clusters Score -1114298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1114302.500000 Penalty: 2772.081787
	Iteration 78Q: 3 clusters Score -1114302 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1114308.250000 Penalty: 2772.081787
	Iteration 79Q: 3 clusters Score -1114308 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1114316.250000 Penalty: 2772.081787
	Iteration 80F: 3 clusters Score -1114316 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1114320.250000 Penalty: 2772.081787
	Iteration 81Q: 3 clusters Score -1114320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1114324.750000 Penalty: 2772.081787
	Iteration 82Q: 3 clusters Score -1114325 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1114324.125000 Penalty: 2772.081787
	Iteration 83Q: 3 clusters Score -1114324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1114329.625000 Penalty: 2772.081787
	Iteration 84Q: 3 clusters Score -1114330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1114329.375000 Penalty: 2772.081787
	Iteration 85Q: 3 clusters Score -1114329 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1114336.750000 Penalty: 2772.081787
	Iteration 86Q: 3 clusters Score -1114337 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1114340.500000 Penalty: 2772.081787
	Iteration 87Q: 3 clusters Score -1114340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1114341.000000 Penalty: 2772.081787
	Iteration 88Q: 3 clusters Score -1114341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1114341.625000 Penalty: 2772.081787
	Iteration 89Q: 3 clusters Score -1114342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1114341.125000 Penalty: 2772.081787
	Iteration 90Q: 3 clusters Score -1114341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1114344.750000 Penalty: 2772.081787
	Iteration 91Q: 3 clusters Score -1114345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1114344.125000 Penalty: 2772.081787
	Iteration 92Q: 3 clusters Score -1114344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1114346.875000 Penalty: 2772.081787
	Iteration 93Q: 3 clusters Score -1114347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1114347.500000 Penalty: 2772.081787
	Iteration 94Q: 3 clusters Score -1114348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1114344.625000 Penalty: 2772.081787
	Iteration 95Q: 3 clusters Score -1114345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1114345.250000 Penalty: 2772.081787
	Iteration 96Q: 3 clusters Score -1114345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1114345.250000 Penalty: 2772.081787
	Iteration 97F: 3 clusters Score -1114345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (118680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118680 members 
Entering Unmasked Estep 
Score: -11942000.000000 Penalty: 1738.606934
	Iteration 0F: 2 clusters Score -1.1942e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59673 members 
Mstep: Class 2 contains 59007 members 
Entering Unmasked Estep 
Score: -11863914.000000 Penalty: 3477.213867
	Iteration 0F: 3 clusters Score -1.186391e+07 nChanged 56337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63758 members 
Mstep: Class 2 contains 54922 members 
Entering Unmasked Estep 
Score: -11896849.000000 Penalty: 3477.213867
	Iteration 1F: 3 clusters Score -1.189685e+07 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66523 members 
Mstep: Class 2 contains 52157 members 
Entering Unmasked Estep 
Score: -11898260.000000 Penalty: 3477.213867
	Iteration 2Q: 3 clusters Score -1.189826e+07 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70484 members 
Mstep: Class 2 contains 48196 members 
Entering Unmasked Estep 
Score: -11900367.000000 Penalty: 3477.213867
	Iteration 3Q: 3 clusters Score -1.190037e+07 nChanged 6280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76236 members 
Mstep: Class 2 contains 42444 members 
Entering Unmasked Estep 
Score: -11903691.000000 Penalty: 3477.213867
	Iteration 4F: 3 clusters Score -1.190369e+07 nChanged 7971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84007 members 
Mstep: Class 2 contains 34673 members 
Entering Unmasked Estep 
Score: -11909054.000000 Penalty: 3477.213867
	Iteration 5F: 3 clusters Score -1.190905e+07 nChanged 9684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93629 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -11917201.000000 Penalty: 3477.213867
	Iteration 6F: 3 clusters Score -1.19172e+07 nChanged 9930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103549 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -11926457.000000 Penalty: 3477.213867
	Iteration 7F: 3 clusters Score -1.192646e+07 nChanged 7720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111267 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -11933973.000000 Penalty: 3477.213867
	Iteration 8F: 3 clusters Score -1.193397e+07 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115591 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -11938047.000000 Penalty: 3477.213867
	Iteration 9Q: 3 clusters Score -1.193805e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117410 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -11939650.000000 Penalty: 3477.213867
	Iteration 10Q: 3 clusters Score -1.193965e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118019 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -11940282.000000 Penalty: 3477.213867
	Iteration 11Q: 3 clusters Score -1.194028e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118214 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -11940504.000000 Penalty: 3477.213867
	Iteration 12Q: 3 clusters Score -1.19405e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118278 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -11940646.000000 Penalty: 3477.213867
	Iteration 13Q: 3 clusters Score -1.194065e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118297 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -11940700.000000 Penalty: 3477.213867
	Iteration 14Q: 3 clusters Score -1.19407e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118313 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -11940729.000000 Penalty: 3477.213867
	Iteration 15Q: 3 clusters Score -1.194073e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118321 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -11940747.000000 Penalty: 3477.213867
	Iteration 16Q: 3 clusters Score -1.194075e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118328 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -11940788.000000 Penalty: 3477.213867
	Iteration 17Q: 3 clusters Score -1.194079e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118329 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -11940807.000000 Penalty: 3477.213867
	Iteration 18Q: 3 clusters Score -1.194081e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118331 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -11940813.000000 Penalty: 3477.213867
	Iteration 19Q: 3 clusters Score -1.194081e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118331 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -11940813.000000 Penalty: 3477.213867
	Iteration 20F: 3 clusters Score -1.194081e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (35199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35199 members 
Entering Unmasked Estep 
Score: -3632498.500000 Penalty: 1557.753418
	Iteration 0F: 2 clusters Score -3632498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -3609634.250000 Penalty: 3115.506836
	Iteration 0F: 3 clusters Score -3609634 nChanged 16013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -3618287.000000 Penalty: 3115.506836
	Iteration 1F: 3 clusters Score -3618287 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -3618854.250000 Penalty: 3115.506836
	Iteration 2Q: 3 clusters Score -3618854 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -3619394.500000 Penalty: 3115.506836
	Iteration 3Q: 3 clusters Score -3619394 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -3619936.500000 Penalty: 3115.506836
	Iteration 4Q: 3 clusters Score -3619936 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -3620520.750000 Penalty: 3115.506836
	Iteration 5Q: 3 clusters Score -3620521 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -3621219.250000 Penalty: 3115.506836
	Iteration 6Q: 3 clusters Score -3621219 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -3622020.000000 Penalty: 3115.506836
	Iteration 7Q: 3 clusters Score -3622020 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -3622936.250000 Penalty: 3115.506836
	Iteration 8Q: 3 clusters Score -3622936 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -3623893.750000 Penalty: 3115.506836
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Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -3628004 nChanged 1350
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Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -3628895 nChanged 1205
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Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -3629640 nChanged 1035
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Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -3630233 nChanged 905
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Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -3630916 nChanged 574
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Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -3631250 nChanged 404
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Mstep: Class 1 contains 23858 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -3631351 nChanged 321
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Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -3631463 nChanged 230
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Mstep: Class 1 contains 24465 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -3631508 nChanged 203
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Mstep: Class 1 contains 24636 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -3631541 nChanged 192
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Mstep: Class 1 contains 24804 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -3631584 nChanged 160
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Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -3631597 nChanged 141
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Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -3631624 nChanged 123
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Mstep: Class 1 contains 25192 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -3631641 nChanged 106
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Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -3631654 nChanged 119
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Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -3631677 nChanged 112
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Mstep: Class 1 contains 25519 members 
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	Iteration 32Q: 3 clusters Score -3631674 nChanged 107
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Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -3631686 nChanged 100
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Mstep: Class 1 contains 25722 members 
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Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -3631702 nChanged 109
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Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 9370 members 
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	Iteration 35Q: 3 clusters Score -3631719 nChanged 104
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Mstep: Class 1 contains 25933 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3631734 nChanged 92
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	Iteration 38Q: 3 clusters Score -3631749 nChanged 77
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Mstep: Class 1 contains 26273 members 
Mstep: Class 2 contains 8926 members 
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	Iteration 40F: 3 clusters Score -3631758 nChanged 85
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Mstep: Class 2 contains 8841 members 
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	Iteration 41Q: 3 clusters Score -3631781 nChanged 75
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	Iteration 48Q: 3 clusters Score -3631870 nChanged 92
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Mstep: Class 1 contains 27037 members 
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	Iteration 49Q: 3 clusters Score -3631881 nChanged 77
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Mstep: Class 1 contains 27110 members 
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	Iteration 50Q: 3 clusters Score -3631890 nChanged 67
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Mstep: Class 1 contains 27177 members 
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	Iteration 51Q: 3 clusters Score -3631893 nChanged 66
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	Iteration 52Q: 3 clusters Score -3631890 nChanged 57
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	Iteration 53Q: 3 clusters Score -3631898 nChanged 56
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	Iteration 55Q: 3 clusters Score -3631922 nChanged 76
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	Iteration 56Q: 3 clusters Score -3631941 nChanged 74
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	Iteration 57Q: 3 clusters Score -3631962 nChanged 77
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	Iteration 58Q: 3 clusters Score -3631977 nChanged 99
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	Iteration 59Q: 3 clusters Score -3631976 nChanged 106
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	Iteration 60F: 3 clusters Score -3631984 nChanged 113
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	Iteration 61Q: 3 clusters Score -3632010 nChanged 113
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	Iteration 62Q: 3 clusters Score -3632031 nChanged 93
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	Iteration 63Q: 3 clusters Score -3632033 nChanged 97
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	Iteration 64Q: 3 clusters Score -3632051 nChanged 107
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	Iteration 65Q: 3 clusters Score -3632076 nChanged 93
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	Iteration 66Q: 3 clusters Score -3632090 nChanged 89
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	Iteration 67Q: 3 clusters Score -3632101 nChanged 93
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	Iteration 68Q: 3 clusters Score -3632116 nChanged 92
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	Iteration 69Q: 3 clusters Score -3632128 nChanged 75
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	Iteration 70Q: 3 clusters Score -3632152 nChanged 80
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	Iteration 71Q: 3 clusters Score -3632152 nChanged 71
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	Iteration 72Q: 3 clusters Score -3632152 nChanged 64
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	Iteration 73Q: 3 clusters Score -3632159 nChanged 61
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	Iteration 74Q: 3 clusters Score -3632160 nChanged 63
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	Iteration 75Q: 3 clusters Score -3632156 nChanged 51
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	Iteration 76Q: 3 clusters Score -3632174 nChanged 48
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	Iteration 77Q: 3 clusters Score -3632179 nChanged 55
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	Iteration 78Q: 3 clusters Score -3632190 nChanged 67
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	Iteration 79Q: 3 clusters Score -3632197 nChanged 67
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	Iteration 80F: 3 clusters Score -3632212 nChanged 66
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	Iteration 81Q: 3 clusters Score -3632225 nChanged 47
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	Iteration 82Q: 3 clusters Score -3632229 nChanged 49
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	Iteration 83Q: 3 clusters Score -3632232 nChanged 44
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	Iteration 84Q: 3 clusters Score -3632235 nChanged 39
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	Iteration 85Q: 3 clusters Score -3632246 nChanged 47
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	Iteration 86Q: 3 clusters Score -3632249 nChanged 49
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	Iteration 88Q: 3 clusters Score -3632260 nChanged 42
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	Iteration 89Q: 3 clusters Score -3632281 nChanged 44
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	Iteration 90Q: 3 clusters Score -3632280 nChanged 35
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	Iteration 91Q: 3 clusters Score -3632284 nChanged 30
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	Iteration 92Q: 3 clusters Score -3632292 nChanged 31
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	Iteration 93Q: 3 clusters Score -3632296 nChanged 30
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	Iteration 94Q: 3 clusters Score -3632293 nChanged 28
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	Iteration 95Q: 3 clusters Score -3632288 nChanged 25
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	Iteration 96Q: 3 clusters Score -3632288 nChanged 25
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	Iteration 97Q: 3 clusters Score -3632301 nChanged 28
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	Iteration 98Q: 3 clusters Score -3632297 nChanged 21
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	Iteration 99Q: 3 clusters Score -3632290 nChanged 16
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	Iteration 100F: 3 clusters Score -3632296 nChanged 16
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	Iteration 101Q: 3 clusters Score -3632290 nChanged 8
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Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -3632293.500000 Penalty: 3115.506836
	Iteration 102Q: 3 clusters Score -3632294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30164 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -3632297.000000 Penalty: 3115.506836
	Iteration 103Q: 3 clusters Score -3632297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30173 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -3632302.750000 Penalty: 3115.506836
	Iteration 104Q: 3 clusters Score -3632303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30181 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -3632304.500000 Penalty: 3115.506836
	Iteration 105Q: 3 clusters Score -3632304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30188 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -3632314.000000 Penalty: 3115.506836
	Iteration 106Q: 3 clusters Score -3632314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30196 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -3632308.250000 Penalty: 3115.506836
	Iteration 107Q: 3 clusters Score -3632308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30203 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -3632306.500000 Penalty: 3115.506836
	Iteration 108Q: 3 clusters Score -3632306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30211 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -3632307.000000 Penalty: 3115.506836
	Iteration 109Q: 3 clusters Score -3632307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30218 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -3632305.250000 Penalty: 3115.506836
	Iteration 110Q: 3 clusters Score -3632305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30220 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -3632310.250000 Penalty: 3115.506836
	Iteration 111Q: 3 clusters Score -3632310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30224 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -3632315.250000 Penalty: 3115.506836
	Iteration 112Q: 3 clusters Score -3632315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30231 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -3632311.750000 Penalty: 3115.506836
	Iteration 113Q: 3 clusters Score -3632312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -3632315.750000 Penalty: 3115.506836
	Iteration 114Q: 3 clusters Score -3632316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30242 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -3632315.000000 Penalty: 3115.506836
	Iteration 115Q: 3 clusters Score -3632315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30249 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -3632308.000000 Penalty: 3115.506836
	Iteration 116Q: 3 clusters Score -3632308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30254 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -3632317.250000 Penalty: 3115.506836
	Iteration 117Q: 3 clusters Score -3632317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30262 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -3632312.000000 Penalty: 3115.506836
	Iteration 118Q: 3 clusters Score -3632312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30268 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -3632312.750000 Penalty: 3115.506836
	Iteration 119Q: 3 clusters Score -3632313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30275 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -3632315.250000 Penalty: 3115.506836
	Iteration 120F: 3 clusters Score -3632315 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30283 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -3632320.750000 Penalty: 3115.506836
	Iteration 121Q: 3 clusters Score -3632321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30285 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -3632321.750000 Penalty: 3115.506836
	Iteration 122Q: 3 clusters Score -3632322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30285 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -3632324.250000 Penalty: 3115.506836
	Iteration 123Q: 3 clusters Score -3632324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30286 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -3632324.000000 Penalty: 3115.506836
	Iteration 124Q: 3 clusters Score -3632324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30287 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -3632326.750000 Penalty: 3115.506836
	Iteration 125Q: 3 clusters Score -3632327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30288 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -3632324.500000 Penalty: 3115.506836
	Iteration 126Q: 3 clusters Score -3632324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30292 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -3632324.250000 Penalty: 3115.506836
	Iteration 127Q: 3 clusters Score -3632324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30296 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -3632322.250000 Penalty: 3115.506836
	Iteration 128Q: 3 clusters Score -3632322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30297 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -3632321.500000 Penalty: 3115.506836
	Iteration 129Q: 3 clusters Score -3632322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30298 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -3632322.750000 Penalty: 3115.506836
	Iteration 130Q: 3 clusters Score -3632323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30298 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -3632322.750000 Penalty: 3115.506836
	Iteration 131F: 3 clusters Score -3632323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (37040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37040 members 
Entering Unmasked Estep 
Score: -3520545.750000 Penalty: 1565.339355
	Iteration 0F: 2 clusters Score -3520546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -3496504.000000 Penalty: 3130.678711
	Iteration 0F: 3 clusters Score -3496504 nChanged 16786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -3505912.250000 Penalty: 3130.678711
	Iteration 1F: 3 clusters Score -3505912 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -3506543.750000 Penalty: 3130.678711
	Iteration 2Q: 3 clusters Score -3506544 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -3507136.000000 Penalty: 3130.678711
	Iteration 3Q: 3 clusters Score -3507136 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -3507767.250000 Penalty: 3130.678711
	Iteration 4Q: 3 clusters Score -3507767 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -3508382.000000 Penalty: 3130.678711
	Iteration 5Q: 3 clusters Score -3508382 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 22054 members 
Entering Unmasked Estep 
Score: -3509156.000000 Penalty: 3130.678711
	Iteration 6Q: 3 clusters Score -3509156 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -3510174.750000 Penalty: 3130.678711
	Iteration 7Q: 3 clusters Score -3510175 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -3511463.750000 Penalty: 3130.678711
	Iteration 8F: 3 clusters Score -3511464 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 26028 members 
Entering Unmasked Estep 
Score: -3512878.000000 Penalty: 3130.678711
	Iteration 9F: 3 clusters Score -3512878 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 27313 members 
Entering Unmasked Estep 
Score: -3514188.250000 Penalty: 3130.678711
	Iteration 10Q: 3 clusters Score -3514188 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 28293 members 
Entering Unmasked Estep 
Score: -3515110.750000 Penalty: 3130.678711
	Iteration 11Q: 3 clusters Score -3515111 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 29044 members 
Entering Unmasked Estep 
Score: -3515710.000000 Penalty: 3130.678711
	Iteration 12Q: 3 clusters Score -3515710 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 29682 members 
Entering Unmasked Estep 
Score: -3516120.000000 Penalty: 3130.678711
	Iteration 13Q: 3 clusters Score -3516120 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 30296 members 
Entering Unmasked Estep 
Score: -3516470.750000 Penalty: 3130.678711
	Iteration 14Q: 3 clusters Score -3516471 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 30893 members 
Entering Unmasked Estep 
Score: -3516765.000000 Penalty: 3130.678711
	Iteration 15Q: 3 clusters Score -3516765 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 31423 members 
Entering Unmasked Estep 
Score: -3517000.500000 Penalty: 3130.678711
	Iteration 16Q: 3 clusters Score -3517000 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 31891 members 
Entering Unmasked Estep 
Score: -3517186.500000 Penalty: 3130.678711
	Iteration 17Q: 3 clusters Score -3517186 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 32328 members 
Entering Unmasked Estep 
Score: -3517399.000000 Penalty: 3130.678711
	Iteration 18Q: 3 clusters Score -3517399 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 32748 members 
Entering Unmasked Estep 
Score: -3517586.500000 Penalty: 3130.678711
	Iteration 19Q: 3 clusters Score -3517586 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 33109 members 
Entering Unmasked Estep 
Score: -3517754.000000 Penalty: 3130.678711
	Iteration 20F: 3 clusters Score -3517754 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 33480 members 
Entering Unmasked Estep 
Score: -3517941.500000 Penalty: 3130.678711
	Iteration 21Q: 3 clusters Score -3517942 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 33855 members 
Entering Unmasked Estep 
Score: -3518121.000000 Penalty: 3130.678711
	Iteration 22Q: 3 clusters Score -3518121 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 34194 members 
Entering Unmasked Estep 
Score: -3518266.250000 Penalty: 3130.678711
	Iteration 23Q: 3 clusters Score -3518266 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 34510 members 
Entering Unmasked Estep 
Score: -3518421.500000 Penalty: 3130.678711
	Iteration 24Q: 3 clusters Score -3518422 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 34807 members 
Entering Unmasked Estep 
Score: -3518595.000000 Penalty: 3130.678711
	Iteration 25Q: 3 clusters Score -3518595 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 35084 members 
Entering Unmasked Estep 
Score: -3518724.250000 Penalty: 3130.678711
	Iteration 26Q: 3 clusters Score -3518724 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 35311 members 
Entering Unmasked Estep 
Score: -3518839.000000 Penalty: 3130.678711
	Iteration 27Q: 3 clusters Score -3518839 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 35507 members 
Entering Unmasked Estep 
Score: -3518929.500000 Penalty: 3130.678711
	Iteration 28Q: 3 clusters Score -3518930 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 35653 members 
Entering Unmasked Estep 
Score: -3518999.500000 Penalty: 3130.678711
	Iteration 29Q: 3 clusters Score -3519000 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 35766 members 
Entering Unmasked Estep 
Score: -3519073.000000 Penalty: 3130.678711
	Iteration 30Q: 3 clusters Score -3519073 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 35877 members 
Entering Unmasked Estep 
Score: -3519128.750000 Penalty: 3130.678711
	Iteration 31Q: 3 clusters Score -3519129 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 35952 members 
Entering Unmasked Estep 
Score: -3519182.500000 Penalty: 3130.678711
	Iteration 32Q: 3 clusters Score -3519182 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 36005 members 
Entering Unmasked Estep 
Score: -3519203.250000 Penalty: 3130.678711
	Iteration 33Q: 3 clusters Score -3519203 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 36041 members 
Entering Unmasked Estep 
Score: -3519228.250000 Penalty: 3130.678711
	Iteration 34Q: 3 clusters Score -3519228 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 36083 members 
Entering Unmasked Estep 
Score: -3519262.500000 Penalty: 3130.678711
	Iteration 35Q: 3 clusters Score -3519262 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 36122 members 
Entering Unmasked Estep 
Score: -3519281.750000 Penalty: 3130.678711
	Iteration 36Q: 3 clusters Score -3519282 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 36146 members 
Entering Unmasked Estep 
Score: -3519304.500000 Penalty: 3130.678711
	Iteration 37Q: 3 clusters Score -3519304 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 36175 members 
Entering Unmasked Estep 
Score: -3519310.250000 Penalty: 3130.678711
	Iteration 38Q: 3 clusters Score -3519310 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 36184 members 
Entering Unmasked Estep 
Score: -3519314.000000 Penalty: 3130.678711
	Iteration 39Q: 3 clusters Score -3519314 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 36191 members 
Entering Unmasked Estep 
Score: -3519329.250000 Penalty: 3130.678711
	Iteration 40F: 3 clusters Score -3519329 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 36198 members 
Entering Unmasked Estep 
Score: -3519331.750000 Penalty: 3130.678711
	Iteration 41Q: 3 clusters Score -3519332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 36210 members 
Entering Unmasked Estep 
Score: -3519348.500000 Penalty: 3130.678711
	Iteration 42Q: 3 clusters Score -3519348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 36218 members 
Entering Unmasked Estep 
Score: -3519357.750000 Penalty: 3130.678711
	Iteration 43Q: 3 clusters Score -3519358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 36224 members 
Entering Unmasked Estep 
Score: -3519362.000000 Penalty: 3130.678711
	Iteration 44Q: 3 clusters Score -3519362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 36232 members 
Entering Unmasked Estep 
Score: -3519363.000000 Penalty: 3130.678711
	Iteration 45Q: 3 clusters Score -3519363 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 36245 members 
Entering Unmasked Estep 
Score: -3519366.750000 Penalty: 3130.678711
	Iteration 46Q: 3 clusters Score -3519367 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 36245 members 
Entering Unmasked Estep 
Score: -3519372.250000 Penalty: 3130.678711
	Iteration 47Q: 3 clusters Score -3519372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 36251 members 
Entering Unmasked Estep 
Score: -3519377.750000 Penalty: 3130.678711
	Iteration 48Q: 3 clusters Score -3519378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 36255 members 
Entering Unmasked Estep 
Score: -3519389.000000 Penalty: 3130.678711
	Iteration 49Q: 3 clusters Score -3519389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 36258 members 
Entering Unmasked Estep 
Score: -3519388.500000 Penalty: 3130.678711
	Iteration 50Q: 3 clusters Score -3519388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 36260 members 
Entering Unmasked Estep 
Score: -3519393.000000 Penalty: 3130.678711
	Iteration 51Q: 3 clusters Score -3519393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 36262 members 
Entering Unmasked Estep 
Score: -3519391.000000 Penalty: 3130.678711
	Iteration 52Q: 3 clusters Score -3519391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 36263 members 
Entering Unmasked Estep 
Score: -3519394.500000 Penalty: 3130.678711
	Iteration 53Q: 3 clusters Score -3519394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 36267 members 
Entering Unmasked Estep 
Score: -3519397.250000 Penalty: 3130.678711
	Iteration 54Q: 3 clusters Score -3519397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 36269 members 
Entering Unmasked Estep 
Score: -3519398.500000 Penalty: 3130.678711
	Iteration 55Q: 3 clusters Score -3519398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 36272 members 
Entering Unmasked Estep 
Score: -3519399.250000 Penalty: 3130.678711
	Iteration 56Q: 3 clusters Score -3519399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 36273 members 
Entering Unmasked Estep 
Score: -3519401.750000 Penalty: 3130.678711
	Iteration 57Q: 3 clusters Score -3519402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 36275 members 
Entering Unmasked Estep 
Score: -3519399.250000 Penalty: 3130.678711
	Iteration 58Q: 3 clusters Score -3519399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 36275 members 
Entering Unmasked Estep 
Score: -3519399.250000 Penalty: 3130.678711
	Iteration 59F: 3 clusters Score -3519399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Entering Unmasked Estep 
Score: -381697.656250 Penalty: 1233.670288
	Iteration 0F: 2 clusters Score -381697.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -378690.781250 Penalty: 2467.340576
	Iteration 0F: 3 clusters Score -378690.8 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -379650.156250 Penalty: 2467.340576
	Iteration 1F: 3 clusters Score -379650.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -379911.656250 Penalty: 2467.340576
	Iteration 2F: 3 clusters Score -379911.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -380065.406250 Penalty: 2467.340576
	Iteration 3F: 3 clusters Score -380065.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -380156.625000 Penalty: 2467.340576
	Iteration 4Q: 3 clusters Score -380156.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -380229.218750 Penalty: 2467.340576
	Iteration 5Q: 3 clusters Score -380229.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -380291.375000 Penalty: 2467.340576
	Iteration 6Q: 3 clusters Score -380291.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -380348.562500 Penalty: 2467.340576
	Iteration 7Q: 3 clusters Score -380348.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -380408.312500 Penalty: 2467.340576
	Iteration 8Q: 3 clusters Score -380408.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -380476.437500 Penalty: 2467.340576
	Iteration 9Q: 3 clusters Score -380476.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -380545.375000 Penalty: 2467.340576
	Iteration 10Q: 3 clusters Score -380545.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -380594.156250 Penalty: 2467.340576
	Iteration 11Q: 3 clusters Score -380594.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -380636.656250 Penalty: 2467.340576
	Iteration 12Q: 3 clusters Score -380636.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -380674.531250 Penalty: 2467.340576
	Iteration 13Q: 3 clusters Score -380674.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -380699.531250 Penalty: 2467.340576
	Iteration 14Q: 3 clusters Score -380699.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -380723.812500 Penalty: 2467.340576
	Iteration 15Q: 3 clusters Score -380723.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -380749.656250 Penalty: 2467.340576
	Iteration 16Q: 3 clusters Score -380749.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -380767.906250 Penalty: 2467.340576
	Iteration 17Q: 3 clusters Score -380767.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -380783.000000 Penalty: 2467.340576
	Iteration 18Q: 3 clusters Score -380783 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -380797.812500 Penalty: 2467.340576
	Iteration 19Q: 3 clusters Score -380797.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -380815.937500 Penalty: 2467.340576
	Iteration 20F: 3 clusters Score -380815.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -380835.218750 Penalty: 2467.340576
	Iteration 21Q: 3 clusters Score -380835.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -380846.281250 Penalty: 2467.340576
	Iteration 22Q: 3 clusters Score -380846.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -380858.687500 Penalty: 2467.340576
	Iteration 23Q: 3 clusters Score -380858.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -380874.468750 Penalty: 2467.340576
	Iteration 24Q: 3 clusters Score -380874.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -380886.968750 Penalty: 2467.340576
	Iteration 25Q: 3 clusters Score -380887 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -380897.406250 Penalty: 2467.340576
	Iteration 26Q: 3 clusters Score -380897.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -380907.187500 Penalty: 2467.340576
	Iteration 27Q: 3 clusters Score -380907.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -380917.625000 Penalty: 2467.340576
	Iteration 28Q: 3 clusters Score -380917.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -380936.781250 Penalty: 2467.340576
	Iteration 29Q: 3 clusters Score -380936.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -380952.156250 Penalty: 2467.340576
	Iteration 30Q: 3 clusters Score -380952.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -380963.531250 Penalty: 2467.340576
	Iteration 31Q: 3 clusters Score -380963.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -380973.656250 Penalty: 2467.340576
	Iteration 32Q: 3 clusters Score -380973.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -380981.562500 Penalty: 2467.340576
	Iteration 33Q: 3 clusters Score -380981.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -380989.031250 Penalty: 2467.340576
	Iteration 34Q: 3 clusters Score -380989 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -380995.781250 Penalty: 2467.340576
	Iteration 35Q: 3 clusters Score -380995.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -381000.656250 Penalty: 2467.340576
	Iteration 36Q: 3 clusters Score -381000.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -381003.343750 Penalty: 2467.340576
	Iteration 37Q: 3 clusters Score -381003.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -381005.968750 Penalty: 2467.340576
	Iteration 38Q: 3 clusters Score -381006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -381008.468750 Penalty: 2467.340576
	Iteration 39Q: 3 clusters Score -381008.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -381011.000000 Penalty: 2467.340576
	Iteration 40F: 3 clusters Score -381011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -381013.406250 Penalty: 2467.340576
	Iteration 41Q: 3 clusters Score -381013.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -381015.843750 Penalty: 2467.340576
	Iteration 42Q: 3 clusters Score -381015.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -381019.687500 Penalty: 2467.340576
	Iteration 43Q: 3 clusters Score -381019.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -381022.000000 Penalty: 2467.340576
	Iteration 44Q: 3 clusters Score -381022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -381023.312500 Penalty: 2467.340576
	Iteration 45Q: 3 clusters Score -381023.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -381024.250000 Penalty: 2467.340576
	Iteration 46Q: 3 clusters Score -381024.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -381025.656250 Penalty: 2467.340576
	Iteration 47Q: 3 clusters Score -381025.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -381026.156250 Penalty: 2467.340576
	Iteration 48Q: 3 clusters Score -381026.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -381028.531250 Penalty: 2467.340576
	Iteration 49Q: 3 clusters Score -381028.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -381028.281250 Penalty: 2467.340576
	Iteration 50Q: 3 clusters Score -381028.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -381030.281250 Penalty: 2467.340576
	Iteration 51Q: 3 clusters Score -381030.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -381031.281250 Penalty: 2467.340576
	Iteration 52Q: 3 clusters Score -381031.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -381031.375000 Penalty: 2467.340576
	Iteration 53Q: 3 clusters Score -381031.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -381034.062500 Penalty: 2467.340576
	Iteration 54Q: 3 clusters Score -381034.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -381033.656250 Penalty: 2467.340576
	Iteration 55Q: 3 clusters Score -381033.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -381033.812500 Penalty: 2467.340576
	Iteration 56Q: 3 clusters Score -381033.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -381034.531250 Penalty: 2467.340576
	Iteration 57Q: 3 clusters Score -381034.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -381034.218750 Penalty: 2467.340576
	Iteration 58Q: 3 clusters Score -381034.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -381035.843750 Penalty: 2467.340576
	Iteration 59Q: 3 clusters Score -381035.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -381037.125000 Penalty: 2467.340576
	Iteration 60F: 3 clusters Score -381037.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -381038.093750 Penalty: 2467.340576
	Iteration 61Q: 3 clusters Score -381038.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -381038.093750 Penalty: 2467.340576
	Iteration 62F: 3 clusters Score -381038.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Entering Unmasked Estep 
Score: -1093464.375000 Penalty: 1376.763306
	Iteration 0F: 2 clusters Score -1093464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1086350.000000 Penalty: 2753.526611
	Iteration 0F: 3 clusters Score -1086350 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1088894.375000 Penalty: 2753.526611
	Iteration 1F: 3 clusters Score -1088894 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1089358.000000 Penalty: 2753.526611
	Iteration 2F: 3 clusters Score -1089358 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1089765.000000 Penalty: 2753.526611
	Iteration 3F: 3 clusters Score -1089765 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1090156.625000 Penalty: 2753.526611
	Iteration 4F: 3 clusters Score -1090157 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1090554.500000 Penalty: 2753.526611
	Iteration 5F: 3 clusters Score -1090554 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1090899.750000 Penalty: 2753.526611
	Iteration 6Q: 3 clusters Score -1090900 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1091194.625000 Penalty: 2753.526611
	Iteration 7Q: 3 clusters Score -1091195 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1091455.375000 Penalty: 2753.526611
	Iteration 8Q: 3 clusters Score -1091455 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1091651.625000 Penalty: 2753.526611
	Iteration 9Q: 3 clusters Score -1091652 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1091807.000000 Penalty: 2753.526611
	Iteration 10Q: 3 clusters Score -1091807 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1091924.625000 Penalty: 2753.526611
	Iteration 11Q: 3 clusters Score -1091925 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1092024.875000 Penalty: 2753.526611
	Iteration 12Q: 3 clusters Score -1092025 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1092108.625000 Penalty: 2753.526611
	Iteration 13Q: 3 clusters Score -1092109 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1092171.750000 Penalty: 2753.526611
	Iteration 14Q: 3 clusters Score -1092172 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1092218.750000 Penalty: 2753.526611
	Iteration 15Q: 3 clusters Score -1092219 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1092253.500000 Penalty: 2753.526611
	Iteration 16Q: 3 clusters Score -1092254 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1092276.750000 Penalty: 2753.526611
	Iteration 17Q: 3 clusters Score -1092277 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1092290.125000 Penalty: 2753.526611
	Iteration 18Q: 3 clusters Score -1092290 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1092307.750000 Penalty: 2753.526611
	Iteration 19Q: 3 clusters Score -1092308 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1092319.250000 Penalty: 2753.526611
	Iteration 20F: 3 clusters Score -1092319 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1092330.875000 Penalty: 2753.526611
	Iteration 21Q: 3 clusters Score -1092331 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1092338.000000 Penalty: 2753.526611
	Iteration 22Q: 3 clusters Score -1092338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1092339.625000 Penalty: 2753.526611
	Iteration 23Q: 3 clusters Score -1092340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1092346.625000 Penalty: 2753.526611
	Iteration 24Q: 3 clusters Score -1092347 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1092351.375000 Penalty: 2753.526611
	Iteration 25Q: 3 clusters Score -1092351 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1092354.250000 Penalty: 2753.526611
	Iteration 26Q: 3 clusters Score -1092354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1092356.500000 Penalty: 2753.526611
	Iteration 27Q: 3 clusters Score -1092356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1092357.625000 Penalty: 2753.526611
	Iteration 28Q: 3 clusters Score -1092358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1092358.625000 Penalty: 2753.526611
	Iteration 29Q: 3 clusters Score -1092359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1092360.875000 Penalty: 2753.526611
	Iteration 30Q: 3 clusters Score -1092361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1092359.875000 Penalty: 2753.526611
	Iteration 31Q: 3 clusters Score -1092360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1092361.500000 Penalty: 2753.526611
	Iteration 32Q: 3 clusters Score -1092362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1092363.000000 Penalty: 2753.526611
	Iteration 33Q: 3 clusters Score -1092363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1092363.000000 Penalty: 2753.526611
	Iteration 34Q: 3 clusters Score -1092363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1092366.250000 Penalty: 2753.526611
	Iteration 35Q: 3 clusters Score -1092366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1092368.500000 Penalty: 2753.526611
	Iteration 36Q: 3 clusters Score -1092368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1092370.375000 Penalty: 2753.526611
	Iteration 37Q: 3 clusters Score -1092370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1092368.000000 Penalty: 2753.526611
	Iteration 38Q: 3 clusters Score -1092368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1092371.250000 Penalty: 2753.526611
	Iteration 39Q: 3 clusters Score -1092371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1092375.875000 Penalty: 2753.526611
	Iteration 40F: 3 clusters Score -1092376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1092381.500000 Penalty: 2753.526611
	Iteration 41Q: 3 clusters Score -1092382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1092387.500000 Penalty: 2753.526611
	Iteration 42Q: 3 clusters Score -1092388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1092391.750000 Penalty: 2753.526611
	Iteration 43Q: 3 clusters Score -1092392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1092395.750000 Penalty: 2753.526611
	Iteration 44Q: 3 clusters Score -1092396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1092397.625000 Penalty: 2753.526611
	Iteration 45Q: 3 clusters Score -1092398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1092400.750000 Penalty: 2753.526611
	Iteration 46Q: 3 clusters Score -1092401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1092403.375000 Penalty: 2753.526611
	Iteration 47Q: 3 clusters Score -1092403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1092402.875000 Penalty: 2753.526611
	Iteration 48Q: 3 clusters Score -1092403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1092402.875000 Penalty: 2753.526611
	Iteration 49F: 3 clusters Score -1092403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Entering Unmasked Estep 
Score: -1102512.250000 Penalty: 1382.610352
	Iteration 0F: 2 clusters Score -1102512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1095209.000000 Penalty: 2765.220703
	Iteration 0F: 3 clusters Score -1095209 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1097640.250000 Penalty: 2765.220703
	Iteration 1F: 3 clusters Score -1097640 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1097961.625000 Penalty: 2765.220703
	Iteration 2F: 3 clusters Score -1097962 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1098197.625000 Penalty: 2765.220703
	Iteration 3F: 3 clusters Score -1098198 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1098368.625000 Penalty: 2765.220703
	Iteration 4Q: 3 clusters Score -1098369 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1098499.000000 Penalty: 2765.220703
	Iteration 5Q: 3 clusters Score -1098499 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1098605.250000 Penalty: 2765.220703
	Iteration 6Q: 3 clusters Score -1098605 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1098719.000000 Penalty: 2765.220703
	Iteration 7Q: 3 clusters Score -1098719 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1098841.750000 Penalty: 2765.220703
	Iteration 8Q: 3 clusters Score -1098842 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1098966.375000 Penalty: 2765.220703
	Iteration 9Q: 3 clusters Score -1098966 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1099083.125000 Penalty: 2765.220703
	Iteration 10Q: 3 clusters Score -1099083 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1099217.125000 Penalty: 2765.220703
	Iteration 11Q: 3 clusters Score -1099217 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1099368.500000 Penalty: 2765.220703
	Iteration 12Q: 3 clusters Score -1099368 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1099549.750000 Penalty: 2765.220703
	Iteration 13Q: 3 clusters Score -1099550 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1099775.625000 Penalty: 2765.220703
	Iteration 14Q: 3 clusters Score -1099776 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1099982.875000 Penalty: 2765.220703
	Iteration 15Q: 3 clusters Score -1099983 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1100200.125000 Penalty: 2765.220703
	Iteration 16Q: 3 clusters Score -1100200 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1100433.625000 Penalty: 2765.220703
	Iteration 17Q: 3 clusters Score -1100434 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1100636.625000 Penalty: 2765.220703
	Iteration 18Q: 3 clusters Score -1100637 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1100780.125000 Penalty: 2765.220703
	Iteration 19Q: 3 clusters Score -1100780 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1100916.750000 Penalty: 2765.220703
	Iteration 20F: 3 clusters Score -1100917 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1101027.250000 Penalty: 2765.220703
	Iteration 21Q: 3 clusters Score -1101027 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1101127.000000 Penalty: 2765.220703
	Iteration 22Q: 3 clusters Score -1101127 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1101198.250000 Penalty: 2765.220703
	Iteration 23Q: 3 clusters Score -1101198 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1101240.625000 Penalty: 2765.220703
	Iteration 24Q: 3 clusters Score -1101241 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1101277.500000 Penalty: 2765.220703
	Iteration 25Q: 3 clusters Score -1101278 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1101303.250000 Penalty: 2765.220703
	Iteration 26Q: 3 clusters Score -1101303 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1101316.250000 Penalty: 2765.220703
	Iteration 27Q: 3 clusters Score -1101316 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1101328.000000 Penalty: 2765.220703
	Iteration 28Q: 3 clusters Score -1101328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1101335.375000 Penalty: 2765.220703
	Iteration 29Q: 3 clusters Score -1101335 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1101345.250000 Penalty: 2765.220703
	Iteration 30Q: 3 clusters Score -1101345 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1101353.625000 Penalty: 2765.220703
	Iteration 31Q: 3 clusters Score -1101354 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1101365.125000 Penalty: 2765.220703
	Iteration 32Q: 3 clusters Score -1101365 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1101371.750000 Penalty: 2765.220703
	Iteration 33Q: 3 clusters Score -1101372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1101382.625000 Penalty: 2765.220703
	Iteration 34Q: 3 clusters Score -1101383 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1101391.250000 Penalty: 2765.220703
	Iteration 35Q: 3 clusters Score -1101391 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1101403.000000 Penalty: 2765.220703
	Iteration 36Q: 3 clusters Score -1101403 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1101412.125000 Penalty: 2765.220703
	Iteration 37Q: 3 clusters Score -1101412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1101420.000000 Penalty: 2765.220703
	Iteration 38Q: 3 clusters Score -1101420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1101424.375000 Penalty: 2765.220703
	Iteration 39Q: 3 clusters Score -1101424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1101429.625000 Penalty: 2765.220703
	Iteration 40F: 3 clusters Score -1101430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1101433.750000 Penalty: 2765.220703
	Iteration 41Q: 3 clusters Score -1101434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1101437.250000 Penalty: 2765.220703
	Iteration 42Q: 3 clusters Score -1101437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1101438.250000 Penalty: 2765.220703
	Iteration 43Q: 3 clusters Score -1101438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1101439.500000 Penalty: 2765.220703
	Iteration 44Q: 3 clusters Score -1101440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1101440.125000 Penalty: 2765.220703
	Iteration 45Q: 3 clusters Score -1101440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1101441.750000 Penalty: 2765.220703
	Iteration 46Q: 3 clusters Score -1101442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1101443.875000 Penalty: 2765.220703
	Iteration 47Q: 3 clusters Score -1101444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1101447.500000 Penalty: 2765.220703
	Iteration 48Q: 3 clusters Score -1101448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1101454.875000 Penalty: 2765.220703
	Iteration 49Q: 3 clusters Score -1101455 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1101460.750000 Penalty: 2765.220703
	Iteration 50Q: 3 clusters Score -1101461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1101462.625000 Penalty: 2765.220703
	Iteration 51Q: 3 clusters Score -1101463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1101467.625000 Penalty: 2765.220703
	Iteration 52Q: 3 clusters Score -1101468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1101469.875000 Penalty: 2765.220703
	Iteration 53Q: 3 clusters Score -1101470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1101470.000000 Penalty: 2765.220703
	Iteration 54Q: 3 clusters Score -1101470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1101470.750000 Penalty: 2765.220703
	Iteration 55Q: 3 clusters Score -1101471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1101474.125000 Penalty: 2765.220703
	Iteration 56Q: 3 clusters Score -1101474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1101475.375000 Penalty: 2765.220703
	Iteration 57Q: 3 clusters Score -1101475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1101477.625000 Penalty: 2765.220703
	Iteration 58Q: 3 clusters Score -1101478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1101477.375000 Penalty: 2765.220703
	Iteration 59Q: 3 clusters Score -1101477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1101480.000000 Penalty: 2765.220703
	Iteration 60F: 3 clusters Score -1101480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1101478.500000 Penalty: 2765.220703
	Iteration 61Q: 3 clusters Score -1101478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1101478.500000 Penalty: 2765.220703
	Iteration 62F: 3 clusters Score -1101478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Entering Unmasked Estep 
Score: -675117.312500 Penalty: 1320.226074
	Iteration 0F: 2 clusters Score -675117.3 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 3543 members 
Entering Unmasked Estep 
Score: -670146.312500 Penalty: 2640.452148
	Iteration 0F: 3 clusters Score -670146.3 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -671755.250000 Penalty: 2640.452148
	Iteration 1F: 3 clusters Score -671755.2 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -672148.187500 Penalty: 2640.452148
	Iteration 2F: 3 clusters Score -672148.2 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -672430.812500 Penalty: 2640.452148
	Iteration 3F: 3 clusters Score -672430.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -672633.875000 Penalty: 2640.452148
	Iteration 4F: 3 clusters Score -672633.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -672809.500000 Penalty: 2640.452148
	Iteration 5Q: 3 clusters Score -672809.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -672941.625000 Penalty: 2640.452148
	Iteration 6Q: 3 clusters Score -672941.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -673066.750000 Penalty: 2640.452148
	Iteration 7Q: 3 clusters Score -673066.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -673185.875000 Penalty: 2640.452148
	Iteration 8Q: 3 clusters Score -673185.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -673330.062500 Penalty: 2640.452148
	Iteration 9Q: 3 clusters Score -673330.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -673470.437500 Penalty: 2640.452148
	Iteration 10Q: 3 clusters Score -673470.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -673604.562500 Penalty: 2640.452148
	Iteration 11Q: 3 clusters Score -673604.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -673751.437500 Penalty: 2640.452148
	Iteration 12Q: 3 clusters Score -673751.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -673870.375000 Penalty: 2640.452148
	Iteration 13Q: 3 clusters Score -673870.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -673986.750000 Penalty: 2640.452148
	Iteration 14Q: 3 clusters Score -673986.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -674098.125000 Penalty: 2640.452148
	Iteration 15Q: 3 clusters Score -674098.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -674187.875000 Penalty: 2640.452148
	Iteration 16Q: 3 clusters Score -674187.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -674266.062500 Penalty: 2640.452148
	Iteration 17Q: 3 clusters Score -674266.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -674334.500000 Penalty: 2640.452148
	Iteration 18Q: 3 clusters Score -674334.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -674385.375000 Penalty: 2640.452148
	Iteration 19Q: 3 clusters Score -674385.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -674431.750000 Penalty: 2640.452148
	Iteration 20F: 3 clusters Score -674431.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -674477.187500 Penalty: 2640.452148
	Iteration 21Q: 3 clusters Score -674477.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -674518.437500 Penalty: 2640.452148
	Iteration 22Q: 3 clusters Score -674518.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -674557.250000 Penalty: 2640.452148
	Iteration 23Q: 3 clusters Score -674557.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -674593.437500 Penalty: 2640.452148
	Iteration 24Q: 3 clusters Score -674593.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -674623.375000 Penalty: 2640.452148
	Iteration 25Q: 3 clusters Score -674623.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -674651.875000 Penalty: 2640.452148
	Iteration 26Q: 3 clusters Score -674651.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -674676.187500 Penalty: 2640.452148
	Iteration 27Q: 3 clusters Score -674676.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -674698.562500 Penalty: 2640.452148
	Iteration 28Q: 3 clusters Score -674698.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -674713.687500 Penalty: 2640.452148
	Iteration 29Q: 3 clusters Score -674713.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -674736.000000 Penalty: 2640.452148
	Iteration 30Q: 3 clusters Score -674736 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -674750.875000 Penalty: 2640.452148
	Iteration 31Q: 3 clusters Score -674750.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -674769.062500 Penalty: 2640.452148
	Iteration 32Q: 3 clusters Score -674769.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -674785.312500 Penalty: 2640.452148
	Iteration 33Q: 3 clusters Score -674785.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -674793.062500 Penalty: 2640.452148
	Iteration 34Q: 3 clusters Score -674793.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -674804.125000 Penalty: 2640.452148
	Iteration 35Q: 3 clusters Score -674804.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -674813.187500 Penalty: 2640.452148
	Iteration 36Q: 3 clusters Score -674813.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -674818.687500 Penalty: 2640.452148
	Iteration 37Q: 3 clusters Score -674818.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -674825.125000 Penalty: 2640.452148
	Iteration 38Q: 3 clusters Score -674825.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -674826.875000 Penalty: 2640.452148
	Iteration 39Q: 3 clusters Score -674826.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -674829.187500 Penalty: 2640.452148
	Iteration 40F: 3 clusters Score -674829.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -674832.187500 Penalty: 2640.452148
	Iteration 41Q: 3 clusters Score -674832.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -674836.125000 Penalty: 2640.452148
	Iteration 42Q: 3 clusters Score -674836.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -674839.875000 Penalty: 2640.452148
	Iteration 43Q: 3 clusters Score -674839.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -674841.937500 Penalty: 2640.452148
	Iteration 44Q: 3 clusters Score -674841.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -674844.437500 Penalty: 2640.452148
	Iteration 45Q: 3 clusters Score -674844.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -674852.500000 Penalty: 2640.452148
	Iteration 46Q: 3 clusters Score -674852.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -674865.187500 Penalty: 2640.452148
	Iteration 47Q: 3 clusters Score -674865.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -674877.375000 Penalty: 2640.452148
	Iteration 48Q: 3 clusters Score -674877.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -674892.875000 Penalty: 2640.452148
	Iteration 49Q: 3 clusters Score -674892.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -674899.062500 Penalty: 2640.452148
	Iteration 50Q: 3 clusters Score -674899.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -674905.625000 Penalty: 2640.452148
	Iteration 51Q: 3 clusters Score -674905.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -674909.625000 Penalty: 2640.452148
	Iteration 52Q: 3 clusters Score -674909.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -674912.000000 Penalty: 2640.452148
	Iteration 53Q: 3 clusters Score -674912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -674913.937500 Penalty: 2640.452148
	Iteration 54Q: 3 clusters Score -674913.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -674919.312500 Penalty: 2640.452148
	Iteration 55Q: 3 clusters Score -674919.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -674919.125000 Penalty: 2640.452148
	Iteration 56Q: 3 clusters Score -674919.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -674920.375000 Penalty: 2640.452148
	Iteration 57Q: 3 clusters Score -674920.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -674920.562500 Penalty: 2640.452148
	Iteration 58Q: 3 clusters Score -674920.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -674922.750000 Penalty: 2640.452148
	Iteration 59Q: 3 clusters Score -674922.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -674922.500000 Penalty: 2640.452148
	Iteration 60F: 3 clusters Score -674922.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -674923.812500 Penalty: 2640.452148
	Iteration 61Q: 3 clusters Score -674923.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -674925.625000 Penalty: 2640.452148
	Iteration 62Q: 3 clusters Score -674925.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -674925.312500 Penalty: 2640.452148
	Iteration 63Q: 3 clusters Score -674925.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -674925.750000 Penalty: 2640.452148
	Iteration 64Q: 3 clusters Score -674925.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -674927.250000 Penalty: 2640.452148
	Iteration 65Q: 3 clusters Score -674927.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -674927.062500 Penalty: 2640.452148
	Iteration 66Q: 3 clusters Score -674927.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -674927.812500 Penalty: 2640.452148
	Iteration 67Q: 3 clusters Score -674927.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -674929.312500 Penalty: 2640.452148
	Iteration 68Q: 3 clusters Score -674929.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -674930.000000 Penalty: 2640.452148
	Iteration 69Q: 3 clusters Score -674930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -674930.000000 Penalty: 2640.452148
	Iteration 70F: 3 clusters Score -674930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27295 members 
Entering Unmasked Estep 
Score: -2676749.000000 Penalty: 1519.911499
	Iteration 0F: 2 clusters Score -2676749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -2658960.250000 Penalty: 3039.822998
	Iteration 0F: 3 clusters Score -2658960 nChanged 12178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -2665663.000000 Penalty: 3039.822998
	Iteration 1F: 3 clusters Score -2665663 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -2666394.250000 Penalty: 3039.822998
	Iteration 2F: 3 clusters Score -2666394 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -2667231.000000 Penalty: 3039.822998
	Iteration 3F: 3 clusters Score -2667231 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -2668309.750000 Penalty: 3039.822998
	Iteration 4F: 3 clusters Score -2668310 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -2669709.000000 Penalty: 3039.822998
	Iteration 5F: 3 clusters Score -2669709 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -2671348.500000 Penalty: 3039.822998
	Iteration 6F: 3 clusters Score -2671348 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -2673064.000000 Penalty: 3039.822998
	Iteration 7F: 3 clusters Score -2673064 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -2674383.500000 Penalty: 3039.822998
	Iteration 8F: 3 clusters Score -2674384 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -2675183.000000 Penalty: 3039.822998
	Iteration 9Q: 3 clusters Score -2675183 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 23047 members 
Entering Unmasked Estep 
Score: -2675568.750000 Penalty: 3039.822998
	Iteration 10Q: 3 clusters Score -2675569 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 23220 members 
Entering Unmasked Estep 
Score: -2675800.500000 Penalty: 3039.822998
	Iteration 11Q: 3 clusters Score -2675800 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -2675933.000000 Penalty: 3039.822998
	Iteration 12Q: 3 clusters Score -2675933 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -2676000.000000 Penalty: 3039.822998
	Iteration 13Q: 3 clusters Score -2676000 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -2676046.000000 Penalty: 3039.822998
	Iteration 14Q: 3 clusters Score -2676046 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -2676092.750000 Penalty: 3039.822998
	Iteration 15Q: 3 clusters Score -2676093 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -2676122.750000 Penalty: 3039.822998
	Iteration 16Q: 3 clusters Score -2676123 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -2676153.250000 Penalty: 3039.822998
	Iteration 17Q: 3 clusters Score -2676153 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -2676182.750000 Penalty: 3039.822998
	Iteration 18Q: 3 clusters Score -2676183 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -2676202.500000 Penalty: 3039.822998
	Iteration 19Q: 3 clusters Score -2676202 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -2676225.750000 Penalty: 3039.822998
	Iteration 20F: 3 clusters Score -2676226 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 23565 members 
Entering Unmasked Estep 
Score: -2676233.750000 Penalty: 3039.822998
	Iteration 21Q: 3 clusters Score -2676234 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -2676244.250000 Penalty: 3039.822998
	Iteration 22Q: 3 clusters Score -2676244 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -2676249.250000 Penalty: 3039.822998
	Iteration 23Q: 3 clusters Score -2676249 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -2676255.500000 Penalty: 3039.822998
	Iteration 24Q: 3 clusters Score -2676256 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -2676262.000000 Penalty: 3039.822998
	Iteration 25Q: 3 clusters Score -2676262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -2676261.250000 Penalty: 3039.822998
	Iteration 26Q: 3 clusters Score -2676261 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 23588 members 
Entering Unmasked Estep 
Score: -2676261.000000 Penalty: 3039.822998
	Iteration 27Q: 3 clusters Score -2676261 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -2676262.750000 Penalty: 3039.822998
	Iteration 28Q: 3 clusters Score -2676263 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -2676256.750000 Penalty: 3039.822998
	Iteration 29Q: 3 clusters Score -2676257 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -2676269.250000 Penalty: 3039.822998
	Iteration 30Q: 3 clusters Score -2676269 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -2676269.750000 Penalty: 3039.822998
	Iteration 31Q: 3 clusters Score -2676270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 23597 members 
Entering Unmasked Estep 
Score: -2676266.250000 Penalty: 3039.822998
	Iteration 32Q: 3 clusters Score -2676266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -2676271.500000 Penalty: 3039.822998
	Iteration 33Q: 3 clusters Score -2676272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -2676266.250000 Penalty: 3039.822998
	Iteration 34Q: 3 clusters Score -2676266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -2676272.750000 Penalty: 3039.822998
	Iteration 35Q: 3 clusters Score -2676273 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -2676270.750000 Penalty: 3039.822998
	Iteration 36Q: 3 clusters Score -2676271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -2676273.750000 Penalty: 3039.822998
	Iteration 37Q: 3 clusters Score -2676274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 23585 members 
Entering Unmasked Estep 
Score: -2676279.250000 Penalty: 3039.822998
	Iteration 38Q: 3 clusters Score -2676279 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -2676279.750000 Penalty: 3039.822998
	Iteration 39Q: 3 clusters Score -2676280 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -2676279.500000 Penalty: 3039.822998
	Iteration 40F: 3 clusters Score -2676280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 23570 members 
Entering Unmasked Estep 
Score: -2676283.500000 Penalty: 3039.822998
	Iteration 41Q: 3 clusters Score -2676284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 23565 members 
Entering Unmasked Estep 
Score: -2676282.000000 Penalty: 3039.822998
	Iteration 42Q: 3 clusters Score -2676282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -2676278.250000 Penalty: 3039.822998
	Iteration 43Q: 3 clusters Score -2676278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 23555 members 
Entering Unmasked Estep 
Score: -2676279.500000 Penalty: 3039.822998
	Iteration 44Q: 3 clusters Score -2676280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 23552 members 
Entering Unmasked Estep 
Score: -2676282.500000 Penalty: 3039.822998
	Iteration 45Q: 3 clusters Score -2676282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 23552 members 
Entering Unmasked Estep 
Score: -2676282.500000 Penalty: 3039.822998
	Iteration 46F: 3 clusters Score -2676282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Entering Unmasked Estep 
Score: -417842.343750 Penalty: 1234.340454
	Iteration 0F: 2 clusters Score -417842.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -414762.750000 Penalty: 2468.680908
	Iteration 0F: 3 clusters Score -414762.8 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -415614.812500 Penalty: 2468.680908
	Iteration 1F: 3 clusters Score -415614.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -415797.562500 Penalty: 2468.680908
	Iteration 2F: 3 clusters Score -415797.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -415932.156250 Penalty: 2468.680908
	Iteration 3F: 3 clusters Score -415932.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -416027.468750 Penalty: 2468.680908
	Iteration 4Q: 3 clusters Score -416027.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -416108.312500 Penalty: 2468.680908
	Iteration 5Q: 3 clusters Score -416108.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -416181.906250 Penalty: 2468.680908
	Iteration 6Q: 3 clusters Score -416181.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -416254.781250 Penalty: 2468.680908
	Iteration 7Q: 3 clusters Score -416254.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -416332.437500 Penalty: 2468.680908
	Iteration 8Q: 3 clusters Score -416332.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -416397.187500 Penalty: 2468.680908
	Iteration 9Q: 3 clusters Score -416397.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -416437.843750 Penalty: 2468.680908
	Iteration 10Q: 3 clusters Score -416437.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -416474.062500 Penalty: 2468.680908
	Iteration 11Q: 3 clusters Score -416474.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -416510.375000 Penalty: 2468.680908
	Iteration 12Q: 3 clusters Score -416510.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -416543.468750 Penalty: 2468.680908
	Iteration 13Q: 3 clusters Score -416543.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -416566.656250 Penalty: 2468.680908
	Iteration 14Q: 3 clusters Score -416566.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -416587.468750 Penalty: 2468.680908
	Iteration 15Q: 3 clusters Score -416587.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -416610.531250 Penalty: 2468.680908
	Iteration 16Q: 3 clusters Score -416610.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -416633.031250 Penalty: 2468.680908
	Iteration 17Q: 3 clusters Score -416633 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -416652.343750 Penalty: 2468.680908
	Iteration 18Q: 3 clusters Score -416652.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -416670.875000 Penalty: 2468.680908
	Iteration 19Q: 3 clusters Score -416670.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -416686.218750 Penalty: 2468.680908
	Iteration 20F: 3 clusters Score -416686.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -416702.937500 Penalty: 2468.680908
	Iteration 21Q: 3 clusters Score -416702.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -416712.968750 Penalty: 2468.680908
	Iteration 22Q: 3 clusters Score -416713 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -416723.312500 Penalty: 2468.680908
	Iteration 23Q: 3 clusters Score -416723.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -416731.812500 Penalty: 2468.680908
	Iteration 24Q: 3 clusters Score -416731.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -416738.343750 Penalty: 2468.680908
	Iteration 25Q: 3 clusters Score -416738.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -416741.031250 Penalty: 2468.680908
	Iteration 26Q: 3 clusters Score -416741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -416743.531250 Penalty: 2468.680908
	Iteration 27Q: 3 clusters Score -416743.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -416747.343750 Penalty: 2468.680908
	Iteration 28Q: 3 clusters Score -416747.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -416749.656250 Penalty: 2468.680908
	Iteration 29Q: 3 clusters Score -416749.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -416753.125000 Penalty: 2468.680908
	Iteration 30Q: 3 clusters Score -416753.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -416755.968750 Penalty: 2468.680908
	Iteration 31Q: 3 clusters Score -416756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -416759.750000 Penalty: 2468.680908
	Iteration 32Q: 3 clusters Score -416759.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -416762.875000 Penalty: 2468.680908
	Iteration 33Q: 3 clusters Score -416762.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -416766.937500 Penalty: 2468.680908
	Iteration 34Q: 3 clusters Score -416766.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -416771.218750 Penalty: 2468.680908
	Iteration 35Q: 3 clusters Score -416771.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -416778.406250 Penalty: 2468.680908
	Iteration 36Q: 3 clusters Score -416778.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -416783.750000 Penalty: 2468.680908
	Iteration 37Q: 3 clusters Score -416783.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -416790.875000 Penalty: 2468.680908
	Iteration 38Q: 3 clusters Score -416790.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -416798.062500 Penalty: 2468.680908
	Iteration 39Q: 3 clusters Score -416798.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -416806.687500 Penalty: 2468.680908
	Iteration 40F: 3 clusters Score -416806.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -416812.156250 Penalty: 2468.680908
	Iteration 41Q: 3 clusters Score -416812.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -416817.343750 Penalty: 2468.680908
	Iteration 42Q: 3 clusters Score -416817.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -416820.812500 Penalty: 2468.680908
	Iteration 43Q: 3 clusters Score -416820.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -416826.468750 Penalty: 2468.680908
	Iteration 44Q: 3 clusters Score -416826.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -416830.875000 Penalty: 2468.680908
	Iteration 45Q: 3 clusters Score -416830.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -416832.031250 Penalty: 2468.680908
	Iteration 46Q: 3 clusters Score -416832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -416832.906250 Penalty: 2468.680908
	Iteration 47Q: 3 clusters Score -416832.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -416833.156250 Penalty: 2468.680908
	Iteration 48Q: 3 clusters Score -416833.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -416833.156250 Penalty: 2468.680908
	Iteration 49F: 3 clusters Score -416833.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Entering Unmasked Estep 
Score: -396430.250000 Penalty: 1243.210571
	Iteration 0F: 2 clusters Score -396430.2 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 2102 members 
Entering Unmasked Estep 
Score: -393147.750000 Penalty: 2486.421143
	Iteration 0F: 3 clusters Score -393147.8 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -394094.843750 Penalty: 2486.421143
	Iteration 1F: 3 clusters Score -394094.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -394346.187500 Penalty: 2486.421143
	Iteration 2F: 3 clusters Score -394346.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -394565.593750 Penalty: 2486.421143
	Iteration 3F: 3 clusters Score -394565.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -394770.125000 Penalty: 2486.421143
	Iteration 4F: 3 clusters Score -394770.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -394984.218750 Penalty: 2486.421143
	Iteration 5F: 3 clusters Score -394984.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -395182.375000 Penalty: 2486.421143
	Iteration 6Q: 3 clusters Score -395182.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -395354.375000 Penalty: 2486.421143
	Iteration 7Q: 3 clusters Score -395354.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -395477.875000 Penalty: 2486.421143
	Iteration 8Q: 3 clusters Score -395477.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -395611.093750 Penalty: 2486.421143
	Iteration 9Q: 3 clusters Score -395611.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -395727.843750 Penalty: 2486.421143
	Iteration 10Q: 3 clusters Score -395727.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -395835.343750 Penalty: 2486.421143
	Iteration 11Q: 3 clusters Score -395835.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -395910.562500 Penalty: 2486.421143
	Iteration 12Q: 3 clusters Score -395910.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -395970.218750 Penalty: 2486.421143
	Iteration 13Q: 3 clusters Score -395970.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -396007.656250 Penalty: 2486.421143
	Iteration 14Q: 3 clusters Score -396007.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -396036.218750 Penalty: 2486.421143
	Iteration 15Q: 3 clusters Score -396036.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -396056.406250 Penalty: 2486.421143
	Iteration 16Q: 3 clusters Score -396056.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -396073.406250 Penalty: 2486.421143
	Iteration 17Q: 3 clusters Score -396073.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -396083.843750 Penalty: 2486.421143
	Iteration 18Q: 3 clusters Score -396083.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -396088.781250 Penalty: 2486.421143
	Iteration 19Q: 3 clusters Score -396088.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -396093.187500 Penalty: 2486.421143
	Iteration 20F: 3 clusters Score -396093.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -396093.781250 Penalty: 2486.421143
	Iteration 21Q: 3 clusters Score -396093.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -396094.250000 Penalty: 2486.421143
	Iteration 22Q: 3 clusters Score -396094.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -396095.093750 Penalty: 2486.421143
	Iteration 23Q: 3 clusters Score -396095.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -396097.000000 Penalty: 2486.421143
	Iteration 24Q: 3 clusters Score -396097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -396097.781250 Penalty: 2486.421143
	Iteration 25Q: 3 clusters Score -396097.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -396097.312500 Penalty: 2486.421143
	Iteration 26Q: 3 clusters Score -396097.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -396098.906250 Penalty: 2486.421143
	Iteration 27Q: 3 clusters Score -396098.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -396099.843750 Penalty: 2486.421143
	Iteration 28Q: 3 clusters Score -396099.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -396099.875000 Penalty: 2486.421143
	Iteration 29Q: 3 clusters Score -396099.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -396099.875000 Penalty: 2486.421143
	Iteration 30F: 3 clusters Score -396099.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Entering Unmasked Estep 
Score: -291475.093750 Penalty: 1181.081421
	Iteration 0F: 2 clusters Score -291475.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -289127.593750 Penalty: 2362.162842
	Iteration 0F: 3 clusters Score -289127.6 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -289719.593750 Penalty: 2362.162842
	Iteration 1F: 3 clusters Score -289719.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -289856.156250 Penalty: 2362.162842
	Iteration 2F: 3 clusters Score -289856.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -289930.875000 Penalty: 2362.162842
	Iteration 3Q: 3 clusters Score -289930.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -289987.312500 Penalty: 2362.162842
	Iteration 4Q: 3 clusters Score -289987.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -290027.187500 Penalty: 2362.162842
	Iteration 5Q: 3 clusters Score -290027.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -290051.687500 Penalty: 2362.162842
	Iteration 6Q: 3 clusters Score -290051.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -290068.250000 Penalty: 2362.162842
	Iteration 7Q: 3 clusters Score -290068.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -290078.437500 Penalty: 2362.162842
	Iteration 8Q: 3 clusters Score -290078.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -290090.531250 Penalty: 2362.162842
	Iteration 9Q: 3 clusters Score -290090.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -290101.312500 Penalty: 2362.162842
	Iteration 10Q: 3 clusters Score -290101.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -290107.000000 Penalty: 2362.162842
	Iteration 11Q: 3 clusters Score -290107 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -290112.500000 Penalty: 2362.162842
	Iteration 12Q: 3 clusters Score -290112.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -290116.531250 Penalty: 2362.162842
	Iteration 13Q: 3 clusters Score -290116.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -290122.031250 Penalty: 2362.162842
	Iteration 14Q: 3 clusters Score -290122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -290126.593750 Penalty: 2362.162842
	Iteration 15Q: 3 clusters Score -290126.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -290131.750000 Penalty: 2362.162842
	Iteration 16Q: 3 clusters Score -290131.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -290134.343750 Penalty: 2362.162842
	Iteration 17Q: 3 clusters Score -290134.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -290136.281250 Penalty: 2362.162842
	Iteration 18Q: 3 clusters Score -290136.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -290139.093750 Penalty: 2362.162842
	Iteration 19Q: 3 clusters Score -290139.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -290141.187500 Penalty: 2362.162842
	Iteration 20F: 3 clusters Score -290141.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -290145.187500 Penalty: 2362.162842
	Iteration 21Q: 3 clusters Score -290145.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -290148.312500 Penalty: 2362.162842
	Iteration 22Q: 3 clusters Score -290148.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -290151.281250 Penalty: 2362.162842
	Iteration 23Q: 3 clusters Score -290151.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -290153.156250 Penalty: 2362.162842
	Iteration 24Q: 3 clusters Score -290153.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -290155.031250 Penalty: 2362.162842
	Iteration 25Q: 3 clusters Score -290155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -290157.187500 Penalty: 2362.162842
	Iteration 26Q: 3 clusters Score -290157.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -290157.187500 Penalty: 2362.162842
	Iteration 27F: 3 clusters Score -290157.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (40887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40887 members 
Entering Unmasked Estep 
Score: -4222801.000000 Penalty: 1580.042847
	Iteration 0F: 2 clusters Score -4222801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -4196063.000000 Penalty: 3160.085693
	Iteration 0F: 3 clusters Score -4196063 nChanged 18753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -4206567.000000 Penalty: 3160.085693
	Iteration 1F: 3 clusters Score -4206567 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -4207533.500000 Penalty: 3160.085693
	Iteration 2F: 3 clusters Score -4207534 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -4208810.500000 Penalty: 3160.085693
	Iteration 3F: 3 clusters Score -4208810 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24269 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -4210400.000000 Penalty: 3160.085693
	Iteration 4F: 3 clusters Score -4210400 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -4213235.000000 Penalty: 3160.085693
	Iteration 5F: 3 clusters Score -4213235 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25860 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -4221406.500000 Penalty: 3160.085693
	Iteration 6F: 3 clusters Score -4221406 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26586 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -4243080.500000 Penalty: 3160.085693
	Iteration 7F: 3 clusters Score -4243080 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28297 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -4253965.500000 Penalty: 3160.085693
	Iteration 8F: 3 clusters Score -4253966 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28576 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -4255496.000000 Penalty: 3160.085693
	Iteration 9Q: 3 clusters Score -4255496 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28694 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -4255834.000000 Penalty: 3160.085693
	Iteration 10Q: 3 clusters Score -4255834 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28772 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -4255959.500000 Penalty: 3160.085693
	Iteration 11Q: 3 clusters Score -4255960 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28828 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -4256114.000000 Penalty: 3160.085693
	Iteration 12Q: 3 clusters Score -4256114 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28892 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -4256201.000000 Penalty: 3160.085693
	Iteration 13Q: 3 clusters Score -4256201 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28940 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -4256243.500000 Penalty: 3160.085693
	Iteration 14Q: 3 clusters Score -4256244 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28976 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -4256268.500000 Penalty: 3160.085693
	Iteration 15Q: 3 clusters Score -4256268 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29001 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -4256292.500000 Penalty: 3160.085693
	Iteration 16Q: 3 clusters Score -4256292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29016 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -4256308.500000 Penalty: 3160.085693
	Iteration 17Q: 3 clusters Score -4256308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29030 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -4256313.500000 Penalty: 3160.085693
	Iteration 18Q: 3 clusters Score -4256314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29044 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -4256320.000000 Penalty: 3160.085693
	Iteration 19Q: 3 clusters Score -4256320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29061 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -4256326.000000 Penalty: 3160.085693
	Iteration 20F: 3 clusters Score -4256326 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29084 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -4256340.500000 Penalty: 3160.085693
	Iteration 21Q: 3 clusters Score -4256340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29101 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -4256350.500000 Penalty: 3160.085693
	Iteration 22Q: 3 clusters Score -4256350 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29118 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -4256357.500000 Penalty: 3160.085693
	Iteration 23Q: 3 clusters Score -4256358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29128 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -4256362.500000 Penalty: 3160.085693
	Iteration 24Q: 3 clusters Score -4256362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29138 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -4256359.500000 Penalty: 3160.085693
	Iteration 25Q: 3 clusters Score -4256360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29144 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -4256370.000000 Penalty: 3160.085693
	Iteration 26Q: 3 clusters Score -4256370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -4256366.500000 Penalty: 3160.085693
	Iteration 27Q: 3 clusters Score -4256366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -4256357.500000 Penalty: 3160.085693
	Iteration 28Q: 3 clusters Score -4256358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29160 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -4256363.500000 Penalty: 3160.085693
	Iteration 29Q: 3 clusters Score -4256364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29164 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -4256364.000000 Penalty: 3160.085693
	Iteration 30Q: 3 clusters Score -4256364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29167 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -4256362.000000 Penalty: 3160.085693
	Iteration 31Q: 3 clusters Score -4256362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29168 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -4256361.500000 Penalty: 3160.085693
	Iteration 32Q: 3 clusters Score -4256362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29169 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -4256357.000000 Penalty: 3160.085693
	Iteration 33Q: 3 clusters Score -4256357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -4256361.500000 Penalty: 3160.085693
	Iteration 34Q: 3 clusters Score -4256362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -4256361.500000 Penalty: 3160.085693
	Iteration 35F: 3 clusters Score -4256362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 56321 members 
Mstep: Class 2 contains 712 members 
Mstep: Class 3 contains 50502 members 
Mstep: Class 4 contains 11101 members 
Mstep: Class 5 contains 118680 members 
Mstep: Class 6 contains 35199 members 
Mstep: Class 7 contains 37040 members 
Mstep: Class 8 contains 3987 members 
Mstep: Class 9 contains 10430 members 
Mstep: Class 10 contains 10848 members 
Mstep: Class 11 contains 7133 members 
Mstep: Class 12 contains 27295 members 
Mstep: Class 13 contains 4005 members 
Mstep: Class 14 contains 4251 members 
Mstep: Class 15 contains 2800 members 
Mstep: Class 16 contains 29170 members 
Mstep: Class 17 contains 36384 members 
Mstep: Class 18 contains 11080 members 
Mstep: Class 19 contains 7064 members 
Mstep: Class 20 contains 960 members 
Mstep: Class 21 contains 35803 members 
Mstep: Class 22 contains 5565 members 
Mstep: Class 23 contains 4537 members 
Mstep: Class 24 contains 6390 members 
Mstep: Class 25 contains 14567 members 
Mstep: Class 26 contains 3728 members 
Mstep: Class 27 contains 18409 members 
Mstep: Class 28 contains 11885 members 
Mstep: Class 29 contains 16285 members 
Mstep: Class 30 contains 16104 members 
Mstep: Class 31 contains 9397 members 
Mstep: Class 32 contains 107205 members 
Mstep: Class 33 contains 17841 members 
Mstep: Class 34 contains 8879 members 
Mstep: Class 35 contains 34656 members 
Mstep: Class 36 contains 2373 members 
Mstep: Class 37 contains 39955 members 
Mstep: Class 38 contains 14390 members 
Mstep: Class 39 contains 17452 members 
Mstep: Class 40 contains 4216 members 
Mstep: Class 41 contains 599 members 
Mstep: Class 42 contains 7637 members 
Mstep: Class 43 contains 14885 members 
Mstep: Class 44 contains 4148 members 
Mstep: Class 45 contains 4580 members 
Mstep: Class 46 contains 1591 members 
Mstep: Class 47 contains 11717 members 
Entering Unmasked Estep 
Score: -88103592.000000 Penalty: 95881.820312
Splitting cluster 16 changes total score from -88071040.000000 to -88103592.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 17 (36384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36384 members 
Entering Unmasked Estep 
Score: -3764343.000000 Penalty: 1562.680420
	Iteration 0F: 2 clusters Score -3764343 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -3740706.750000 Penalty: 3125.360840
	Iteration 0F: 3 clusters Score -3740707 nChanged 16469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -3749688.500000 Penalty: 3125.360840
	Iteration 1F: 3 clusters Score -3749688 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -3750174.500000 Penalty: 3125.360840
	Iteration 2Q: 3 clusters Score -3750174 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -3750683.000000 Penalty: 3125.360840
	Iteration 3Q: 3 clusters Score -3750683 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -3751223.000000 Penalty: 3125.360840
	Iteration 4Q: 3 clusters Score -3751223 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -3751860.750000 Penalty: 3125.360840
	Iteration 5Q: 3 clusters Score -3751861 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -3752688.750000 Penalty: 3125.360840
	Iteration 6Q: 3 clusters Score -3752689 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -3753791.750000 Penalty: 3125.360840
	Iteration 7F: 3 clusters Score -3753792 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27109 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -3755361.000000 Penalty: 3125.360840
	Iteration 8F: 3 clusters Score -3755361 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29458 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -3757278.500000 Penalty: 3125.360840
	Iteration 9F: 3 clusters Score -3757278 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31659 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -3759235.750000 Penalty: 3125.360840
	Iteration 10F: 3 clusters Score -3759236 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33424 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -3760831.250000 Penalty: 3125.360840
	Iteration 11Q: 3 clusters Score -3760831 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34574 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -3761890.500000 Penalty: 3125.360840
	Iteration 12Q: 3 clusters Score -3761890 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35204 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -3762525.000000 Penalty: 3125.360840
	Iteration 13Q: 3 clusters Score -3762525 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35487 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -3762838.000000 Penalty: 3125.360840
	Iteration 14Q: 3 clusters Score -3762838 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35585 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -3762990.500000 Penalty: 3125.360840
	Iteration 15Q: 3 clusters Score -3762990 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35640 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3763086.000000 Penalty: 3125.360840
	Iteration 16Q: 3 clusters Score -3763086 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35667 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -3763152.000000 Penalty: 3125.360840
	Iteration 17Q: 3 clusters Score -3763152 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35692 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -3763217.250000 Penalty: 3125.360840
	Iteration 18Q: 3 clusters Score -3763217 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35708 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -3763270.000000 Penalty: 3125.360840
	Iteration 19Q: 3 clusters Score -3763270 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35729 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -3763309.000000 Penalty: 3125.360840
	Iteration 20F: 3 clusters Score -3763309 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35743 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3763333.250000 Penalty: 3125.360840
	Iteration 21Q: 3 clusters Score -3763333 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35749 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3763354.750000 Penalty: 3125.360840
	Iteration 22Q: 3 clusters Score -3763355 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35755 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -3763385.500000 Penalty: 3125.360840
	Iteration 23Q: 3 clusters Score -3763386 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35767 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3763406.750000 Penalty: 3125.360840
	Iteration 24Q: 3 clusters Score -3763407 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35769 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -3763437.000000 Penalty: 3125.360840
	Iteration 25Q: 3 clusters Score -3763437 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35772 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3763465.250000 Penalty: 3125.360840
	Iteration 26Q: 3 clusters Score -3763465 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35769 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -3763487.250000 Penalty: 3125.360840
	Iteration 27Q: 3 clusters Score -3763487 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35769 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -3763510.750000 Penalty: 3125.360840
	Iteration 28Q: 3 clusters Score -3763511 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35766 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3763528.000000 Penalty: 3125.360840
	Iteration 29Q: 3 clusters Score -3763528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35761 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3763534.500000 Penalty: 3125.360840
	Iteration 30Q: 3 clusters Score -3763534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35755 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -3763537.750000 Penalty: 3125.360840
	Iteration 31Q: 3 clusters Score -3763538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35749 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3763544.250000 Penalty: 3125.360840
	Iteration 32Q: 3 clusters Score -3763544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35746 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -3763556.000000 Penalty: 3125.360840
	Iteration 33Q: 3 clusters Score -3763556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35748 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3763559.500000 Penalty: 3125.360840
	Iteration 34Q: 3 clusters Score -3763560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35750 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3763559.250000 Penalty: 3125.360840
	Iteration 35Q: 3 clusters Score -3763559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35748 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3763564.500000 Penalty: 3125.360840
	Iteration 36Q: 3 clusters Score -3763564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35747 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -3763565.250000 Penalty: 3125.360840
	Iteration 37Q: 3 clusters Score -3763565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35747 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -3763565.250000 Penalty: 3125.360840
	Iteration 38F: 3 clusters Score -3763565 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Entering Unmasked Estep 
Score: -1159813.500000 Penalty: 1385.759033
	Iteration 0F: 2 clusters Score -1159814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1152368.000000 Penalty: 2771.518066
	Iteration 0F: 3 clusters Score -1152368 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1154836.125000 Penalty: 2771.518066
	Iteration 1F: 3 clusters Score -1154836 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1155194.000000 Penalty: 2771.518066
	Iteration 2F: 3 clusters Score -1155194 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1155456.000000 Penalty: 2771.518066
	Iteration 3F: 3 clusters Score -1155456 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1155699.250000 Penalty: 2771.518066
	Iteration 4Q: 3 clusters Score -1155699 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1155936.625000 Penalty: 2771.518066
	Iteration 5Q: 3 clusters Score -1155937 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1156199.625000 Penalty: 2771.518066
	Iteration 6Q: 3 clusters Score -1156200 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1156508.500000 Penalty: 2771.518066
	Iteration 7Q: 3 clusters Score -1156508 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1156826.125000 Penalty: 2771.518066
	Iteration 8Q: 3 clusters Score -1156826 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1157176.250000 Penalty: 2771.518066
	Iteration 9Q: 3 clusters Score -1157176 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1157509.875000 Penalty: 2771.518066
	Iteration 10Q: 3 clusters Score -1157510 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1157802.375000 Penalty: 2771.518066
	Iteration 11Q: 3 clusters Score -1157802 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1158053.125000 Penalty: 2771.518066
	Iteration 12Q: 3 clusters Score -1158053 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1158250.375000 Penalty: 2771.518066
	Iteration 13Q: 3 clusters Score -1158250 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1158411.125000 Penalty: 2771.518066
	Iteration 14Q: 3 clusters Score -1158411 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1158528.375000 Penalty: 2771.518066
	Iteration 15Q: 3 clusters Score -1158528 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1158620.000000 Penalty: 2771.518066
	Iteration 16Q: 3 clusters Score -1158620 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1158692.250000 Penalty: 2771.518066
	Iteration 17Q: 3 clusters Score -1158692 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1158743.250000 Penalty: 2771.518066
	Iteration 18Q: 3 clusters Score -1158743 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1158790.125000 Penalty: 2771.518066
	Iteration 19Q: 3 clusters Score -1158790 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1158824.250000 Penalty: 2771.518066
	Iteration 20F: 3 clusters Score -1158824 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1158840.875000 Penalty: 2771.518066
	Iteration 21Q: 3 clusters Score -1158841 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1158860.750000 Penalty: 2771.518066
	Iteration 22Q: 3 clusters Score -1158861 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1158879.000000 Penalty: 2771.518066
	Iteration 23Q: 3 clusters Score -1158879 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1158894.750000 Penalty: 2771.518066
	Iteration 24Q: 3 clusters Score -1158895 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1158904.750000 Penalty: 2771.518066
	Iteration 25Q: 3 clusters Score -1158905 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1158915.125000 Penalty: 2771.518066
	Iteration 26Q: 3 clusters Score -1158915 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1158927.125000 Penalty: 2771.518066
	Iteration 27Q: 3 clusters Score -1158927 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1158943.375000 Penalty: 2771.518066
	Iteration 28Q: 3 clusters Score -1158943 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1158953.250000 Penalty: 2771.518066
	Iteration 29Q: 3 clusters Score -1158953 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1158964.500000 Penalty: 2771.518066
	Iteration 30Q: 3 clusters Score -1158964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1158970.875000 Penalty: 2771.518066
	Iteration 31Q: 3 clusters Score -1158971 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1158978.000000 Penalty: 2771.518066
	Iteration 32Q: 3 clusters Score -1158978 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1158986.750000 Penalty: 2771.518066
	Iteration 33Q: 3 clusters Score -1158987 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1158991.625000 Penalty: 2771.518066
	Iteration 34Q: 3 clusters Score -1158992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1158992.750000 Penalty: 2771.518066
	Iteration 35Q: 3 clusters Score -1158993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1158996.125000 Penalty: 2771.518066
	Iteration 36Q: 3 clusters Score -1158996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1159001.125000 Penalty: 2771.518066
	Iteration 37Q: 3 clusters Score -1159001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1159004.625000 Penalty: 2771.518066
	Iteration 38Q: 3 clusters Score -1159005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1159010.000000 Penalty: 2771.518066
	Iteration 39Q: 3 clusters Score -1159010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1159013.625000 Penalty: 2771.518066
	Iteration 40F: 3 clusters Score -1159014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1159016.000000 Penalty: 2771.518066
	Iteration 41Q: 3 clusters Score -1159016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1159019.375000 Penalty: 2771.518066
	Iteration 42Q: 3 clusters Score -1159019 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1159022.250000 Penalty: 2771.518066
	Iteration 43Q: 3 clusters Score -1159022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1159025.875000 Penalty: 2771.518066
	Iteration 44Q: 3 clusters Score -1159026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1159028.875000 Penalty: 2771.518066
	Iteration 45Q: 3 clusters Score -1159029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1159033.625000 Penalty: 2771.518066
	Iteration 46Q: 3 clusters Score -1159034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1159036.375000 Penalty: 2771.518066
	Iteration 47Q: 3 clusters Score -1159036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1159036.375000 Penalty: 2771.518066
	Iteration 48Q: 3 clusters Score -1159036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1159037.375000 Penalty: 2771.518066
	Iteration 49Q: 3 clusters Score -1159037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1159037.500000 Penalty: 2771.518066
	Iteration 50Q: 3 clusters Score -1159038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1159037.500000 Penalty: 2771.518066
	Iteration 51F: 3 clusters Score -1159038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Entering Unmasked Estep 
Score: -680156.000000 Penalty: 1318.779663
	Iteration 0F: 2 clusters Score -680156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -675263.562500 Penalty: 2637.559326
	Iteration 0F: 3 clusters Score -675263.6 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -676955.125000 Penalty: 2637.559326
	Iteration 1F: 3 clusters Score -676955.1 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -677348.437500 Penalty: 2637.559326
	Iteration 2F: 3 clusters Score -677348.4 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -677663.937500 Penalty: 2637.559326
	Iteration 3F: 3 clusters Score -677663.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -677896.375000 Penalty: 2637.559326
	Iteration 4F: 3 clusters Score -677896.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -678080.625000 Penalty: 2637.559326
	Iteration 5Q: 3 clusters Score -678080.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -678250.875000 Penalty: 2637.559326
	Iteration 6Q: 3 clusters Score -678250.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -678407.750000 Penalty: 2637.559326
	Iteration 7Q: 3 clusters Score -678407.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -678528.375000 Penalty: 2637.559326
	Iteration 8Q: 3 clusters Score -678528.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -678669.937500 Penalty: 2637.559326
	Iteration 9Q: 3 clusters Score -678669.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -678800.375000 Penalty: 2637.559326
	Iteration 10Q: 3 clusters Score -678800.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -678911.812500 Penalty: 2637.559326
	Iteration 11Q: 3 clusters Score -678911.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -679024.500000 Penalty: 2637.559326
	Iteration 12Q: 3 clusters Score -679024.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -679137.000000 Penalty: 2637.559326
	Iteration 13Q: 3 clusters Score -679137 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -679231.687500 Penalty: 2637.559326
	Iteration 14Q: 3 clusters Score -679231.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -679306.312500 Penalty: 2637.559326
	Iteration 15Q: 3 clusters Score -679306.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -679345.437500 Penalty: 2637.559326
	Iteration 16Q: 3 clusters Score -679345.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -679376.875000 Penalty: 2637.559326
	Iteration 17Q: 3 clusters Score -679376.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -679402.625000 Penalty: 2637.559326
	Iteration 18Q: 3 clusters Score -679402.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -679427.062500 Penalty: 2637.559326
	Iteration 19Q: 3 clusters Score -679427.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -679456.625000 Penalty: 2637.559326
	Iteration 20F: 3 clusters Score -679456.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -679490.625000 Penalty: 2637.559326
	Iteration 21Q: 3 clusters Score -679490.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -679517.125000 Penalty: 2637.559326
	Iteration 22Q: 3 clusters Score -679517.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -679541.375000 Penalty: 2637.559326
	Iteration 23Q: 3 clusters Score -679541.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -679569.750000 Penalty: 2637.559326
	Iteration 24Q: 3 clusters Score -679569.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -679599.000000 Penalty: 2637.559326
	Iteration 25Q: 3 clusters Score -679599 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -679623.562500 Penalty: 2637.559326
	Iteration 26Q: 3 clusters Score -679623.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -679637.562500 Penalty: 2637.559326
	Iteration 27Q: 3 clusters Score -679637.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -679650.062500 Penalty: 2637.559326
	Iteration 28Q: 3 clusters Score -679650.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -679659.875000 Penalty: 2637.559326
	Iteration 29Q: 3 clusters Score -679659.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -679667.687500 Penalty: 2637.559326
	Iteration 30Q: 3 clusters Score -679667.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -679676.750000 Penalty: 2637.559326
	Iteration 31Q: 3 clusters Score -679676.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -679682.687500 Penalty: 2637.559326
	Iteration 32Q: 3 clusters Score -679682.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -679685.062500 Penalty: 2637.559326
	Iteration 33Q: 3 clusters Score -679685.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -679686.000000 Penalty: 2637.559326
	Iteration 34Q: 3 clusters Score -679686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -679688.125000 Penalty: 2637.559326
	Iteration 35Q: 3 clusters Score -679688.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -679689.437500 Penalty: 2637.559326
	Iteration 36Q: 3 clusters Score -679689.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -679689.437500 Penalty: 2637.559326
	Iteration 37F: 3 clusters Score -679689.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Entering Unmasked Estep 
Score: -73831.820312 Penalty: 1021.799683
	Iteration 0F: 2 clusters Score -73831.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -72741.312500 Penalty: 2043.599365
	Iteration 0F: 3 clusters Score -72741.31 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -73256.101562 Penalty: 2043.599365
	Iteration 1F: 3 clusters Score -73256.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -73576.765625 Penalty: 2043.599365
	Iteration 2F: 3 clusters Score -73576.77 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -73697.703125 Penalty: 2043.599365
	Iteration 3F: 3 clusters Score -73697.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -73775.242188 Penalty: 2043.599365
	Iteration 4Q: 3 clusters Score -73775.24 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -73832.367188 Penalty: 2043.599365
	Iteration 5Q: 3 clusters Score -73832.37 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -73876.304688 Penalty: 2043.599365
	Iteration 6Q: 3 clusters Score -73876.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -73923.375000 Penalty: 2043.599365
	Iteration 7Q: 3 clusters Score -73923.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -73959.257812 Penalty: 2043.599365
	Iteration 8Q: 3 clusters Score -73959.26 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -74006.437500 Penalty: 2043.599365
	Iteration 9Q: 3 clusters Score -74006.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -74041.257812 Penalty: 2043.599365
	Iteration 10Q: 3 clusters Score -74041.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -74080.695312 Penalty: 2043.599365
	Iteration 11Q: 3 clusters Score -74080.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -74125.039062 Penalty: 2043.599365
	Iteration 12Q: 3 clusters Score -74125.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -74165.562500 Penalty: 2043.599365
	Iteration 13Q: 3 clusters Score -74165.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -74187.648438 Penalty: 2043.599365
	Iteration 14Q: 3 clusters Score -74187.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -74233.171875 Penalty: 2043.599365
	Iteration 15Q: 3 clusters Score -74233.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -74288.750000 Penalty: 2043.599365
	Iteration 16Q: 3 clusters Score -74288.75 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -74364.570312 Penalty: 2043.599365
	Iteration 17Q: 3 clusters Score -74364.57 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -74508.804688 Penalty: 2043.599365
	Iteration 18Q: 3 clusters Score -74508.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -74709.562500 Penalty: 2043.599365
	Iteration 19Q: 3 clusters Score -74709.56 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -74863.921875 Penalty: 2043.599365
	Iteration 20F: 3 clusters Score -74863.92 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -74965.398438 Penalty: 2043.599365
	Iteration 21Q: 3 clusters Score -74965.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -75060.289062 Penalty: 2043.599365
	Iteration 22Q: 3 clusters Score -75060.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -75136.054688 Penalty: 2043.599365
	Iteration 23Q: 3 clusters Score -75136.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -75162.312500 Penalty: 2043.599365
	Iteration 24Q: 3 clusters Score -75162.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -75168.554688 Penalty: 2043.599365
	Iteration 25Q: 3 clusters Score -75168.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -75172.562500 Penalty: 2043.599365
	Iteration 26Q: 3 clusters Score -75172.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -75172.562500 Penalty: 2043.599365
	Iteration 27F: 3 clusters Score -75172.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 56321 members 
Mstep: Class 2 contains 712 members 
Mstep: Class 3 contains 50502 members 
Mstep: Class 4 contains 11101 members 
Mstep: Class 5 contains 118680 members 
Mstep: Class 6 contains 35199 members 
Mstep: Class 7 contains 37040 members 
Mstep: Class 8 contains 3987 members 
Mstep: Class 9 contains 10430 members 
Mstep: Class 10 contains 10848 members 
Mstep: Class 11 contains 7133 members 
Mstep: Class 12 contains 27295 members 
Mstep: Class 13 contains 4005 members 
Mstep: Class 14 contains 4251 members 
Mstep: Class 15 contains 2800 members 
Mstep: Class 16 contains 29170 members 
Mstep: Class 17 contains 36384 members 
Mstep: Class 18 contains 11080 members 
Mstep: Class 19 contains 7064 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 35803 members 
Mstep: Class 22 contains 5565 members 
Mstep: Class 23 contains 4537 members 
Mstep: Class 24 contains 6390 members 
Mstep: Class 25 contains 14567 members 
Mstep: Class 26 contains 3728 members 
Mstep: Class 27 contains 18409 members 
Mstep: Class 28 contains 11885 members 
Mstep: Class 29 contains 16285 members 
Mstep: Class 30 contains 16104 members 
Mstep: Class 31 contains 9397 members 
Mstep: Class 32 contains 107205 members 
Mstep: Class 33 contains 17841 members 
Mstep: Class 34 contains 8879 members 
Mstep: Class 35 contains 34656 members 
Mstep: Class 36 contains 2373 members 
Mstep: Class 37 contains 39955 members 
Mstep: Class 38 contains 14390 members 
Mstep: Class 39 contains 17452 members 
Mstep: Class 40 contains 4216 members 
Mstep: Class 41 contains 599 members 
Mstep: Class 42 contains 7637 members 
Mstep: Class 43 contains 14885 members 
Mstep: Class 44 contains 4148 members 
Mstep: Class 45 contains 4580 members 
Mstep: Class 46 contains 1591 members 
Mstep: Class 47 contains 11717 members 
Mstep: Class 48 contains 196 members 
Entering Unmasked Estep 
Score: -88103920.000000 Penalty: 97921.867188
Splitting cluster 20 changes total score from -88071040.000000 to -88103920.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 21 (35803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35803 members 
Entering Unmasked Estep 
Score: -3719036.750000 Penalty: 1560.285156
	Iteration 0F: 2 clusters Score -3719037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -3695782.500000 Penalty: 3120.570312
	Iteration 0F: 3 clusters Score -3695782 nChanged 16267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -3704881.000000 Penalty: 3120.570312
	Iteration 1F: 3 clusters Score -3704881 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -3705435.250000 Penalty: 3120.570312
	Iteration 2Q: 3 clusters Score -3705435 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -3705904.750000 Penalty: 3120.570312
	Iteration 3Q: 3 clusters Score -3705905 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -3706351.500000 Penalty: 3120.570312
	Iteration 4Q: 3 clusters Score -3706352 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -3706977.500000 Penalty: 3120.570312
	Iteration 5Q: 3 clusters Score -3706978 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -3707674.500000 Penalty: 3120.570312
	Iteration 6Q: 3 clusters Score -3707674 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -3708499.000000 Penalty: 3120.570312
	Iteration 7Q: 3 clusters Score -3708499 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -3709669.500000 Penalty: 3120.570312
	Iteration 8F: 3 clusters Score -3709670 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27300 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -3711176.000000 Penalty: 3120.570312
	Iteration 9F: 3 clusters Score -3711176 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29451 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -3712868.750000 Penalty: 3120.570312
	Iteration 10F: 3 clusters Score -3712869 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31444 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -3714479.500000 Penalty: 3120.570312
	Iteration 11F: 3 clusters Score -3714480 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32981 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -3715779.750000 Penalty: 3120.570312
	Iteration 12Q: 3 clusters Score -3715780 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33978 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -3716592.500000 Penalty: 3120.570312
	Iteration 13Q: 3 clusters Score -3716592 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34566 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -3717097.500000 Penalty: 3120.570312
	Iteration 14Q: 3 clusters Score -3717098 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34887 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -3717354.500000 Penalty: 3120.570312
	Iteration 15Q: 3 clusters Score -3717354 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35073 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3717540.750000 Penalty: 3120.570312
	Iteration 16Q: 3 clusters Score -3717541 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35184 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3717647.000000 Penalty: 3120.570312
	Iteration 17Q: 3 clusters Score -3717647 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35246 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3717713.750000 Penalty: 3120.570312
	Iteration 18Q: 3 clusters Score -3717714 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35289 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -3717762.250000 Penalty: 3120.570312
	Iteration 19Q: 3 clusters Score -3717762 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35319 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3717787.000000 Penalty: 3120.570312
	Iteration 20F: 3 clusters Score -3717787 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35332 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3717806.750000 Penalty: 3120.570312
	Iteration 21Q: 3 clusters Score -3717807 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35345 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -3717818.750000 Penalty: 3120.570312
	Iteration 22Q: 3 clusters Score -3717819 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35359 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3717832.000000 Penalty: 3120.570312
	Iteration 23Q: 3 clusters Score -3717832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35369 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -3717842.000000 Penalty: 3120.570312
	Iteration 24Q: 3 clusters Score -3717842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35375 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3717848.750000 Penalty: 3120.570312
	Iteration 25Q: 3 clusters Score -3717849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35380 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3717858.000000 Penalty: 3120.570312
	Iteration 26Q: 3 clusters Score -3717858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35385 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -3717864.500000 Penalty: 3120.570312
	Iteration 27Q: 3 clusters Score -3717864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35388 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -3717868.500000 Penalty: 3120.570312
	Iteration 28Q: 3 clusters Score -3717868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35388 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -3717866.750000 Penalty: 3120.570312
	Iteration 29Q: 3 clusters Score -3717867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35388 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -3717868.500000 Penalty: 3120.570312
	Iteration 30Q: 3 clusters Score -3717868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35390 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3717864.500000 Penalty: 3120.570312
	Iteration 31Q: 3 clusters Score -3717864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35390 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3717864.500000 Penalty: 3120.570312
	Iteration 32F: 3 clusters Score -3717864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Entering Unmasked Estep 
Score: -546067.000000 Penalty: 1283.288818
	Iteration 0F: 2 clusters Score -546067 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -542096.062500 Penalty: 2566.577637
	Iteration 0F: 3 clusters Score -542096.1 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -543326.812500 Penalty: 2566.577637
	Iteration 1F: 3 clusters Score -543326.8 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -543654.187500 Penalty: 2566.577637
	Iteration 2F: 3 clusters Score -543654.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -543906.500000 Penalty: 2566.577637
	Iteration 3F: 3 clusters Score -543906.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -544069.937500 Penalty: 2566.577637
	Iteration 4F: 3 clusters Score -544069.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -544214.750000 Penalty: 2566.577637
	Iteration 5Q: 3 clusters Score -544214.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -544337.625000 Penalty: 2566.577637
	Iteration 6Q: 3 clusters Score -544337.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -544440.812500 Penalty: 2566.577637
	Iteration 7Q: 3 clusters Score -544440.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -544542.000000 Penalty: 2566.577637
	Iteration 8Q: 3 clusters Score -544542 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -544643.375000 Penalty: 2566.577637
	Iteration 9Q: 3 clusters Score -544643.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -544709.875000 Penalty: 2566.577637
	Iteration 10Q: 3 clusters Score -544709.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -544780.125000 Penalty: 2566.577637
	Iteration 11Q: 3 clusters Score -544780.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -544841.812500 Penalty: 2566.577637
	Iteration 12Q: 3 clusters Score -544841.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -544895.687500 Penalty: 2566.577637
	Iteration 13Q: 3 clusters Score -544895.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -544935.812500 Penalty: 2566.577637
	Iteration 14Q: 3 clusters Score -544935.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -544976.562500 Penalty: 2566.577637
	Iteration 15Q: 3 clusters Score -544976.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -545009.750000 Penalty: 2566.577637
	Iteration 16Q: 3 clusters Score -545009.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -545044.125000 Penalty: 2566.577637
	Iteration 17Q: 3 clusters Score -545044.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -545081.312500 Penalty: 2566.577637
	Iteration 18Q: 3 clusters Score -545081.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -545101.250000 Penalty: 2566.577637
	Iteration 19Q: 3 clusters Score -545101.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -545112.000000 Penalty: 2566.577637
	Iteration 20F: 3 clusters Score -545112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -545118.250000 Penalty: 2566.577637
	Iteration 21Q: 3 clusters Score -545118.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -545122.937500 Penalty: 2566.577637
	Iteration 22Q: 3 clusters Score -545122.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -545128.250000 Penalty: 2566.577637
	Iteration 23Q: 3 clusters Score -545128.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -545132.375000 Penalty: 2566.577637
	Iteration 24Q: 3 clusters Score -545132.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -545138.750000 Penalty: 2566.577637
	Iteration 25Q: 3 clusters Score -545138.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -545143.937500 Penalty: 2566.577637
	Iteration 26Q: 3 clusters Score -545143.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -545148.437500 Penalty: 2566.577637
	Iteration 27Q: 3 clusters Score -545148.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -545153.750000 Penalty: 2566.577637
	Iteration 28Q: 3 clusters Score -545153.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -545156.687500 Penalty: 2566.577637
	Iteration 29Q: 3 clusters Score -545156.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -545162.875000 Penalty: 2566.577637
	Iteration 30Q: 3 clusters Score -545162.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -545168.875000 Penalty: 2566.577637
	Iteration 31Q: 3 clusters Score -545168.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -545173.937500 Penalty: 2566.577637
	Iteration 32Q: 3 clusters Score -545173.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -545177.125000 Penalty: 2566.577637
	Iteration 33Q: 3 clusters Score -545177.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -545178.375000 Penalty: 2566.577637
	Iteration 34Q: 3 clusters Score -545178.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -545185.000000 Penalty: 2566.577637
	Iteration 35Q: 3 clusters Score -545185 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -545190.125000 Penalty: 2566.577637
	Iteration 36Q: 3 clusters Score -545190.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -545195.750000 Penalty: 2566.577637
	Iteration 37Q: 3 clusters Score -545195.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -545200.125000 Penalty: 2566.577637
	Iteration 38Q: 3 clusters Score -545200.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -545207.875000 Penalty: 2566.577637
	Iteration 39Q: 3 clusters Score -545207.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -545211.562500 Penalty: 2566.577637
	Iteration 40F: 3 clusters Score -545211.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -545214.125000 Penalty: 2566.577637
	Iteration 41Q: 3 clusters Score -545214.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -545216.625000 Penalty: 2566.577637
	Iteration 42Q: 3 clusters Score -545216.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -545216.875000 Penalty: 2566.577637
	Iteration 43Q: 3 clusters Score -545216.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -545216.875000 Penalty: 2566.577637
	Iteration 44F: 3 clusters Score -545216.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Entering Unmasked Estep 
Score: -406461.875000 Penalty: 1252.899170
	Iteration 0F: 2 clusters Score -406461.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -403050.750000 Penalty: 2505.798340
	Iteration 0F: 3 clusters Score -403050.8 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -404120.812500 Penalty: 2505.798340
	Iteration 1F: 3 clusters Score -404120.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -404329.843750 Penalty: 2505.798340
	Iteration 2F: 3 clusters Score -404329.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -404491.593750 Penalty: 2505.798340
	Iteration 3F: 3 clusters Score -404491.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -404625.625000 Penalty: 2505.798340
	Iteration 4Q: 3 clusters Score -404625.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -404734.343750 Penalty: 2505.798340
	Iteration 5Q: 3 clusters Score -404734.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -404835.375000 Penalty: 2505.798340
	Iteration 6Q: 3 clusters Score -404835.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -404931.500000 Penalty: 2505.798340
	Iteration 7Q: 3 clusters Score -404931.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -405015.250000 Penalty: 2505.798340
	Iteration 8Q: 3 clusters Score -405015.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -405097.062500 Penalty: 2505.798340
	Iteration 9Q: 3 clusters Score -405097.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -405175.000000 Penalty: 2505.798340
	Iteration 10Q: 3 clusters Score -405175 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -405246.906250 Penalty: 2505.798340
	Iteration 11Q: 3 clusters Score -405246.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -405305.062500 Penalty: 2505.798340
	Iteration 12Q: 3 clusters Score -405305.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -405360.906250 Penalty: 2505.798340
	Iteration 13Q: 3 clusters Score -405360.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -405406.062500 Penalty: 2505.798340
	Iteration 14Q: 3 clusters Score -405406.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -405443.031250 Penalty: 2505.798340
	Iteration 15Q: 3 clusters Score -405443 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -405482.625000 Penalty: 2505.798340
	Iteration 16Q: 3 clusters Score -405482.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -405521.625000 Penalty: 2505.798340
	Iteration 17Q: 3 clusters Score -405521.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -405563.156250 Penalty: 2505.798340
	Iteration 18Q: 3 clusters Score -405563.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -405597.250000 Penalty: 2505.798340
	Iteration 19Q: 3 clusters Score -405597.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -405631.718750 Penalty: 2505.798340
	Iteration 20F: 3 clusters Score -405631.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -405658.843750 Penalty: 2505.798340
	Iteration 21Q: 3 clusters Score -405658.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -405674.125000 Penalty: 2505.798340
	Iteration 22Q: 3 clusters Score -405674.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -405682.468750 Penalty: 2505.798340
	Iteration 23Q: 3 clusters Score -405682.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -405692.875000 Penalty: 2505.798340
	Iteration 24Q: 3 clusters Score -405692.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -405696.562500 Penalty: 2505.798340
	Iteration 25Q: 3 clusters Score -405696.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -405702.781250 Penalty: 2505.798340
	Iteration 26Q: 3 clusters Score -405702.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -405706.875000 Penalty: 2505.798340
	Iteration 27Q: 3 clusters Score -405706.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -405710.781250 Penalty: 2505.798340
	Iteration 28Q: 3 clusters Score -405710.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -405715.281250 Penalty: 2505.798340
	Iteration 29Q: 3 clusters Score -405715.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -405721.000000 Penalty: 2505.798340
	Iteration 30Q: 3 clusters Score -405721 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -405727.718750 Penalty: 2505.798340
	Iteration 31Q: 3 clusters Score -405727.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -405734.343750 Penalty: 2505.798340
	Iteration 32Q: 3 clusters Score -405734.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -405744.500000 Penalty: 2505.798340
	Iteration 33Q: 3 clusters Score -405744.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -405752.562500 Penalty: 2505.798340
	Iteration 34Q: 3 clusters Score -405752.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -405761.343750 Penalty: 2505.798340
	Iteration 35Q: 3 clusters Score -405761.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -405769.343750 Penalty: 2505.798340
	Iteration 36Q: 3 clusters Score -405769.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -405776.906250 Penalty: 2505.798340
	Iteration 37Q: 3 clusters Score -405776.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -405787.968750 Penalty: 2505.798340
	Iteration 38Q: 3 clusters Score -405788 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -405798.875000 Penalty: 2505.798340
	Iteration 39Q: 3 clusters Score -405798.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -405811.250000 Penalty: 2505.798340
	Iteration 40F: 3 clusters Score -405811.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -405827.531250 Penalty: 2505.798340
	Iteration 41Q: 3 clusters Score -405827.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -405853.031250 Penalty: 2505.798340
	Iteration 42Q: 3 clusters Score -405853 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -405884.562500 Penalty: 2505.798340
	Iteration 43Q: 3 clusters Score -405884.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -405920.656250 Penalty: 2505.798340
	Iteration 44Q: 3 clusters Score -405920.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -405966.375000 Penalty: 2505.798340
	Iteration 45Q: 3 clusters Score -405966.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -406016.468750 Penalty: 2505.798340
	Iteration 46Q: 3 clusters Score -406016.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -406055.593750 Penalty: 2505.798340
	Iteration 47Q: 3 clusters Score -406055.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -406105.281250 Penalty: 2505.798340
	Iteration 48Q: 3 clusters Score -406105.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -406145.500000 Penalty: 2505.798340
	Iteration 49Q: 3 clusters Score -406145.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -406173.843750 Penalty: 2505.798340
	Iteration 50Q: 3 clusters Score -406173.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -406201.093750 Penalty: 2505.798340
	Iteration 51Q: 3 clusters Score -406201.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -406223.375000 Penalty: 2505.798340
	Iteration 52Q: 3 clusters Score -406223.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -406246.500000 Penalty: 2505.798340
	Iteration 53Q: 3 clusters Score -406246.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -406265.906250 Penalty: 2505.798340
	Iteration 54Q: 3 clusters Score -406265.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -406284.000000 Penalty: 2505.798340
	Iteration 55Q: 3 clusters Score -406284 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -406302.406250 Penalty: 2505.798340
	Iteration 56Q: 3 clusters Score -406302.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -406311.562500 Penalty: 2505.798340
	Iteration 57Q: 3 clusters Score -406311.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -406321.375000 Penalty: 2505.798340
	Iteration 58Q: 3 clusters Score -406321.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -406331.218750 Penalty: 2505.798340
	Iteration 59Q: 3 clusters Score -406331.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -406336.156250 Penalty: 2505.798340
	Iteration 60F: 3 clusters Score -406336.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -406339.281250 Penalty: 2505.798340
	Iteration 61Q: 3 clusters Score -406339.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -406339.968750 Penalty: 2505.798340
	Iteration 62Q: 3 clusters Score -406340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -406341.593750 Penalty: 2505.798340
	Iteration 63Q: 3 clusters Score -406341.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -406342.250000 Penalty: 2505.798340
	Iteration 64Q: 3 clusters Score -406342.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -406343.000000 Penalty: 2505.798340
	Iteration 65Q: 3 clusters Score -406343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -406346.062500 Penalty: 2505.798340
	Iteration 66Q: 3 clusters Score -406346.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -406348.468750 Penalty: 2505.798340
	Iteration 67Q: 3 clusters Score -406348.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -406350.812500 Penalty: 2505.798340
	Iteration 68Q: 3 clusters Score -406350.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -406350.468750 Penalty: 2505.798340
	Iteration 69Q: 3 clusters Score -406350.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -406350.781250 Penalty: 2505.798340
	Iteration 70Q: 3 clusters Score -406350.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -406351.687500 Penalty: 2505.798340
	Iteration 71Q: 3 clusters Score -406351.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -406351.750000 Penalty: 2505.798340
	Iteration 72Q: 3 clusters Score -406351.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -406353.718750 Penalty: 2505.798340
	Iteration 73Q: 3 clusters Score -406353.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -406353.531250 Penalty: 2505.798340
	Iteration 74Q: 3 clusters Score -406353.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -406353.531250 Penalty: 2505.798340
	Iteration 75F: 3 clusters Score -406353.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -669190.187500 Penalty: 1303.858398
	Iteration 0F: 2 clusters Score -669190.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -664641.250000 Penalty: 2607.716797
	Iteration 0F: 3 clusters Score -664641.2 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -666016.687500 Penalty: 2607.716797
	Iteration 1F: 3 clusters Score -666016.7 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -666225.625000 Penalty: 2607.716797
	Iteration 2F: 3 clusters Score -666225.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -666351.750000 Penalty: 2607.716797
	Iteration 3Q: 3 clusters Score -666351.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -666447.187500 Penalty: 2607.716797
	Iteration 4Q: 3 clusters Score -666447.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -666526.437500 Penalty: 2607.716797
	Iteration 5Q: 3 clusters Score -666526.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -666578.375000 Penalty: 2607.716797
	Iteration 6Q: 3 clusters Score -666578.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -666613.750000 Penalty: 2607.716797
	Iteration 7Q: 3 clusters Score -666613.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -666648.250000 Penalty: 2607.716797
	Iteration 8Q: 3 clusters Score -666648.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -666667.562500 Penalty: 2607.716797
	Iteration 9Q: 3 clusters Score -666667.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -666683.375000 Penalty: 2607.716797
	Iteration 10Q: 3 clusters Score -666683.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -666698.937500 Penalty: 2607.716797
	Iteration 11Q: 3 clusters Score -666698.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -666711.062500 Penalty: 2607.716797
	Iteration 12Q: 3 clusters Score -666711.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -666719.625000 Penalty: 2607.716797
	Iteration 13Q: 3 clusters Score -666719.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -666727.062500 Penalty: 2607.716797
	Iteration 14Q: 3 clusters Score -666727.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -666732.437500 Penalty: 2607.716797
	Iteration 15Q: 3 clusters Score -666732.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -666738.875000 Penalty: 2607.716797
	Iteration 16Q: 3 clusters Score -666738.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -666747.312500 Penalty: 2607.716797
	Iteration 17Q: 3 clusters Score -666747.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -666755.125000 Penalty: 2607.716797
	Iteration 18Q: 3 clusters Score -666755.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -666761.500000 Penalty: 2607.716797
	Iteration 19Q: 3 clusters Score -666761.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -666768.875000 Penalty: 2607.716797
	Iteration 20F: 3 clusters Score -666768.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -666780.250000 Penalty: 2607.716797
	Iteration 21Q: 3 clusters Score -666780.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -666797.937500 Penalty: 2607.716797
	Iteration 22Q: 3 clusters Score -666797.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -666812.562500 Penalty: 2607.716797
	Iteration 23Q: 3 clusters Score -666812.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -666828.187500 Penalty: 2607.716797
	Iteration 24Q: 3 clusters Score -666828.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -666845.687500 Penalty: 2607.716797
	Iteration 25Q: 3 clusters Score -666845.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -666868.125000 Penalty: 2607.716797
	Iteration 26Q: 3 clusters Score -666868.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -666896.437500 Penalty: 2607.716797
	Iteration 27Q: 3 clusters Score -666896.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -666920.500000 Penalty: 2607.716797
	Iteration 28Q: 3 clusters Score -666920.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -666948.125000 Penalty: 2607.716797
	Iteration 29Q: 3 clusters Score -666948.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -666972.687500 Penalty: 2607.716797
	Iteration 30Q: 3 clusters Score -666972.7 nChanged 85
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: -667002.250000 Penalty: 2607.716797
	Iteration 31Q: 3 clusters Score -667002.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -667046.000000 Penalty: 2607.716797
	Iteration 32Q: 3 clusters Score -667046 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -667103.625000 Penalty: 2607.716797
	Iteration 33Q: 3 clusters Score -667103.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -667168.812500 Penalty: 2607.716797
	Iteration 34Q: 3 clusters Score -667168.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -667240.250000 Penalty: 2607.716797
	Iteration 35Q: 3 clusters Score -667240.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -667307.500000 Penalty: 2607.716797
	Iteration 36Q: 3 clusters Score -667307.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -667383.875000 Penalty: 2607.716797
	Iteration 37Q: 3 clusters Score -667383.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -667463.250000 Penalty: 2607.716797
	Iteration 38Q: 3 clusters Score -667463.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -667548.687500 Penalty: 2607.716797
	Iteration 39Q: 3 clusters Score -667548.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -667632.562500 Penalty: 2607.716797
	Iteration 40F: 3 clusters Score -667632.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -667708.937500 Penalty: 2607.716797
	Iteration 41Q: 3 clusters Score -667708.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -667789.562500 Penalty: 2607.716797
	Iteration 42Q: 3 clusters Score -667789.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -667859.687500 Penalty: 2607.716797
	Iteration 43Q: 3 clusters Score -667859.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -667913.625000 Penalty: 2607.716797
	Iteration 44Q: 3 clusters Score -667913.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -667955.187500 Penalty: 2607.716797
	Iteration 45Q: 3 clusters Score -667955.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -667989.312500 Penalty: 2607.716797
	Iteration 46Q: 3 clusters Score -667989.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -668019.125000 Penalty: 2607.716797
	Iteration 47Q: 3 clusters Score -668019.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -668046.500000 Penalty: 2607.716797
	Iteration 48Q: 3 clusters Score -668046.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -668065.750000 Penalty: 2607.716797
	Iteration 49Q: 3 clusters Score -668065.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -668088.062500 Penalty: 2607.716797
	Iteration 50Q: 3 clusters Score -668088.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -668101.625000 Penalty: 2607.716797
	Iteration 51Q: 3 clusters Score -668101.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -668112.875000 Penalty: 2607.716797
	Iteration 52Q: 3 clusters Score -668112.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -668122.312500 Penalty: 2607.716797
	Iteration 53Q: 3 clusters Score -668122.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -668134.687500 Penalty: 2607.716797
	Iteration 54Q: 3 clusters Score -668134.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -668140.562500 Penalty: 2607.716797
	Iteration 55Q: 3 clusters Score -668140.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -668149.812500 Penalty: 2607.716797
	Iteration 56Q: 3 clusters Score -668149.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -668154.812500 Penalty: 2607.716797
	Iteration 57Q: 3 clusters Score -668154.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -668158.562500 Penalty: 2607.716797
	Iteration 58Q: 3 clusters Score -668158.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -668165.125000 Penalty: 2607.716797
	Iteration 59Q: 3 clusters Score -668165.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -668173.562500 Penalty: 2607.716797
	Iteration 60F: 3 clusters Score -668173.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -668180.625000 Penalty: 2607.716797
	Iteration 61Q: 3 clusters Score -668180.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -668189.937500 Penalty: 2607.716797
	Iteration 62Q: 3 clusters Score -668189.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -668193.750000 Penalty: 2607.716797
	Iteration 63Q: 3 clusters Score -668193.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -668199.375000 Penalty: 2607.716797
	Iteration 64Q: 3 clusters Score -668199.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -668205.125000 Penalty: 2607.716797
	Iteration 65Q: 3 clusters Score -668205.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -668209.500000 Penalty: 2607.716797
	Iteration 66Q: 3 clusters Score -668209.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -668216.125000 Penalty: 2607.716797
	Iteration 67Q: 3 clusters Score -668216.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -668220.437500 Penalty: 2607.716797
	Iteration 68Q: 3 clusters Score -668220.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -668222.250000 Penalty: 2607.716797
	Iteration 69Q: 3 clusters Score -668222.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -668223.500000 Penalty: 2607.716797
	Iteration 70Q: 3 clusters Score -668223.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -668223.500000 Penalty: 2607.716797
	Iteration 71F: 3 clusters Score -668223.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Entering Unmasked Estep 
Score: -1513846.125000 Penalty: 1426.473267
	Iteration 0F: 2 clusters Score -1513846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1504167.000000 Penalty: 2852.946533
	Iteration 0F: 3 clusters Score -1504167 nChanged 6277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1507639.750000 Penalty: 2852.946533
	Iteration 1F: 3 clusters Score -1507640 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1508263.500000 Penalty: 2852.946533
	Iteration 2F: 3 clusters Score -1508264 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1508918.500000 Penalty: 2852.946533
	Iteration 3F: 3 clusters Score -1508918 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1509696.375000 Penalty: 2852.946533
	Iteration 4F: 3 clusters Score -1509696 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1510480.875000 Penalty: 2852.946533
	Iteration 5F: 3 clusters Score -1510481 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1511199.875000 Penalty: 2852.946533
	Iteration 6F: 3 clusters Score -1511200 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1511807.250000 Penalty: 2852.946533
	Iteration 7F: 3 clusters Score -1511807 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1512241.000000 Penalty: 2852.946533
	Iteration 8Q: 3 clusters Score -1512241 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1512504.000000 Penalty: 2852.946533
	Iteration 9Q: 3 clusters Score -1512504 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1512652.125000 Penalty: 2852.946533
	Iteration 10Q: 3 clusters Score -1512652 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1512727.875000 Penalty: 2852.946533
	Iteration 11Q: 3 clusters Score -1512728 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1512770.500000 Penalty: 2852.946533
	Iteration 12Q: 3 clusters Score -1512770 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1512804.625000 Penalty: 2852.946533
	Iteration 13Q: 3 clusters Score -1512805 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1512821.250000 Penalty: 2852.946533
	Iteration 14Q: 3 clusters Score -1512821 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1512835.625000 Penalty: 2852.946533
	Iteration 15Q: 3 clusters Score -1512836 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1512847.000000 Penalty: 2852.946533
	Iteration 16Q: 3 clusters Score -1512847 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1512851.625000 Penalty: 2852.946533
	Iteration 17Q: 3 clusters Score -1512852 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1512856.625000 Penalty: 2852.946533
	Iteration 18Q: 3 clusters Score -1512857 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1512866.125000 Penalty: 2852.946533
	Iteration 19Q: 3 clusters Score -1512866 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1512869.125000 Penalty: 2852.946533
	Iteration 20F: 3 clusters Score -1512869 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1512871.875000 Penalty: 2852.946533
	Iteration 21Q: 3 clusters Score -1512872 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1512875.875000 Penalty: 2852.946533
	Iteration 22Q: 3 clusters Score -1512876 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1512881.625000 Penalty: 2852.946533
	Iteration 23Q: 3 clusters Score -1512882 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1512887.500000 Penalty: 2852.946533
	Iteration 24Q: 3 clusters Score -1512888 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1512882.625000 Penalty: 2852.946533
	Iteration 25Q: 3 clusters Score -1512883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1512883.000000 Penalty: 2852.946533
	Iteration 26Q: 3 clusters Score -1512883 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1512892.750000 Penalty: 2852.946533
	Iteration 27Q: 3 clusters Score -1512893 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1512888.625000 Penalty: 2852.946533
	Iteration 28Q: 3 clusters Score -1512889 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1512888.875000 Penalty: 2852.946533
	Iteration 29Q: 3 clusters Score -1512889 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1512889.375000 Penalty: 2852.946533
	Iteration 30Q: 3 clusters Score -1512889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1512891.750000 Penalty: 2852.946533
	Iteration 31Q: 3 clusters Score -1512892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1512892.500000 Penalty: 2852.946533
	Iteration 32Q: 3 clusters Score -1512892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1512893.500000 Penalty: 2852.946533
	Iteration 33Q: 3 clusters Score -1512894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1512893.625000 Penalty: 2852.946533
	Iteration 34Q: 3 clusters Score -1512894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1512893.500000 Penalty: 2852.946533
	Iteration 35Q: 3 clusters Score -1512894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1512892.500000 Penalty: 2852.946533
	Iteration 36Q: 3 clusters Score -1512892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1512890.125000 Penalty: 2852.946533
	Iteration 37Q: 3 clusters Score -1512890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1512892.250000 Penalty: 2852.946533
	Iteration 38Q: 3 clusters Score -1512892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1512892.000000 Penalty: 2852.946533
	Iteration 39Q: 3 clusters Score -1512892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1512891.500000 Penalty: 2852.946533
	Iteration 40F: 3 clusters Score -1512892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1512892.125000 Penalty: 2852.946533
	Iteration 41Q: 3 clusters Score -1512892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1512894.625000 Penalty: 2852.946533
	Iteration 42Q: 3 clusters Score -1512895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1512895.375000 Penalty: 2852.946533
	Iteration 43Q: 3 clusters Score -1512895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1512895.000000 Penalty: 2852.946533
	Iteration 44Q: 3 clusters Score -1512895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1512895.000000 Penalty: 2852.946533
	Iteration 45F: 3 clusters Score -1512895 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Entering Unmasked Estep 
Score: -351907.156250 Penalty: 1223.675781
	Iteration 0F: 2 clusters Score -351907.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -349049.218750 Penalty: 2447.351562
	Iteration 0F: 3 clusters Score -349049.2 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -349881.812500 Penalty: 2447.351562
	Iteration 1F: 3 clusters Score -349881.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -350076.250000 Penalty: 2447.351562
	Iteration 2F: 3 clusters Score -350076.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -350225.593750 Penalty: 2447.351562
	Iteration 3F: 3 clusters Score -350225.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -350364.156250 Penalty: 2447.351562
	Iteration 4Q: 3 clusters Score -350364.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -350478.468750 Penalty: 2447.351562
	Iteration 5Q: 3 clusters Score -350478.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -350565.250000 Penalty: 2447.351562
	Iteration 6Q: 3 clusters Score -350565.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -350628.093750 Penalty: 2447.351562
	Iteration 7Q: 3 clusters Score -350628.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -350690.843750 Penalty: 2447.351562
	Iteration 8Q: 3 clusters Score -350690.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -350775.187500 Penalty: 2447.351562
	Iteration 9Q: 3 clusters Score -350775.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -350872.031250 Penalty: 2447.351562
	Iteration 10Q: 3 clusters Score -350872 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -350954.937500 Penalty: 2447.351562
	Iteration 11Q: 3 clusters Score -350954.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -351020.625000 Penalty: 2447.351562
	Iteration 12Q: 3 clusters Score -351020.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -351086.843750 Penalty: 2447.351562
	Iteration 13Q: 3 clusters Score -351086.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -351159.968750 Penalty: 2447.351562
	Iteration 14Q: 3 clusters Score -351160 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -351230.375000 Penalty: 2447.351562
	Iteration 15Q: 3 clusters Score -351230.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -351284.031250 Penalty: 2447.351562
	Iteration 16Q: 3 clusters Score -351284 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -351314.406250 Penalty: 2447.351562
	Iteration 17Q: 3 clusters Score -351314.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -351334.437500 Penalty: 2447.351562
	Iteration 18Q: 3 clusters Score -351334.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -351346.781250 Penalty: 2447.351562
	Iteration 19Q: 3 clusters Score -351346.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -351364.187500 Penalty: 2447.351562
	Iteration 20F: 3 clusters Score -351364.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -351382.937500 Penalty: 2447.351562
	Iteration 21Q: 3 clusters Score -351382.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -351407.281250 Penalty: 2447.351562
	Iteration 22Q: 3 clusters Score -351407.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -351437.343750 Penalty: 2447.351562
	Iteration 23Q: 3 clusters Score -351437.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -351471.468750 Penalty: 2447.351562
	Iteration 24Q: 3 clusters Score -351471.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -351498.812500 Penalty: 2447.351562
	Iteration 25Q: 3 clusters Score -351498.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -351515.687500 Penalty: 2447.351562
	Iteration 26Q: 3 clusters Score -351515.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -351528.625000 Penalty: 2447.351562
	Iteration 27Q: 3 clusters Score -351528.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -351542.250000 Penalty: 2447.351562
	Iteration 28Q: 3 clusters Score -351542.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -351555.625000 Penalty: 2447.351562
	Iteration 29Q: 3 clusters Score -351555.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -351568.875000 Penalty: 2447.351562
	Iteration 30Q: 3 clusters Score -351568.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -351578.750000 Penalty: 2447.351562
	Iteration 31Q: 3 clusters Score -351578.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -351583.906250 Penalty: 2447.351562
	Iteration 32Q: 3 clusters Score -351583.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -351587.187500 Penalty: 2447.351562
	Iteration 33Q: 3 clusters Score -351587.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -351588.687500 Penalty: 2447.351562
	Iteration 34Q: 3 clusters Score -351588.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -351592.281250 Penalty: 2447.351562
	Iteration 35Q: 3 clusters Score -351592.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -351593.718750 Penalty: 2447.351562
	Iteration 36Q: 3 clusters Score -351593.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -351593.281250 Penalty: 2447.351562
	Iteration 37Q: 3 clusters Score -351593.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -351594.062500 Penalty: 2447.351562
	Iteration 38Q: 3 clusters Score -351594.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -351594.968750 Penalty: 2447.351562
	Iteration 39Q: 3 clusters Score -351595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -351596.531250 Penalty: 2447.351562
	Iteration 40F: 3 clusters Score -351596.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -351598.000000 Penalty: 2447.351562
	Iteration 41Q: 3 clusters Score -351598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -351598.281250 Penalty: 2447.351562
	Iteration 42Q: 3 clusters Score -351598.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -351599.437500 Penalty: 2447.351562
	Iteration 43Q: 3 clusters Score -351599.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -351601.531250 Penalty: 2447.351562
	Iteration 44Q: 3 clusters Score -351601.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -351604.312500 Penalty: 2447.351562
	Iteration 45Q: 3 clusters Score -351604.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -351606.125000 Penalty: 2447.351562
	Iteration 46Q: 3 clusters Score -351606.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -351609.125000 Penalty: 2447.351562
	Iteration 47Q: 3 clusters Score -351609.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -351610.531250 Penalty: 2447.351562
	Iteration 48Q: 3 clusters Score -351610.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -351611.906250 Penalty: 2447.351562
	Iteration 49Q: 3 clusters Score -351611.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -351611.906250 Penalty: 2447.351562
	Iteration 50F: 3 clusters Score -351611.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (18409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Entering Unmasked Estep 
Score: -1889774.625000 Penalty: 1461.304565
	Iteration 0F: 2 clusters Score -1889775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1877804.750000 Penalty: 2922.609131
	Iteration 0F: 3 clusters Score -1877805 nChanged 7994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1882099.125000 Penalty: 2922.609131
	Iteration 1F: 3 clusters Score -1882099 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1882621.125000 Penalty: 2922.609131
	Iteration 2F: 3 clusters Score -1882621 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1883098.625000 Penalty: 2922.609131
	Iteration 3F: 3 clusters Score -1883099 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1883571.250000 Penalty: 2922.609131
	Iteration 4F: 3 clusters Score -1883571 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1884016.125000 Penalty: 2922.609131
	Iteration 5Q: 3 clusters Score -1884016 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1884409.625000 Penalty: 2922.609131
	Iteration 6Q: 3 clusters Score -1884410 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1884806.000000 Penalty: 2922.609131
	Iteration 7Q: 3 clusters Score -1884806 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1885160.875000 Penalty: 2922.609131
	Iteration 8Q: 3 clusters Score -1885161 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1885510.875000 Penalty: 2922.609131
	Iteration 9Q: 3 clusters Score -1885511 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1885842.375000 Penalty: 2922.609131
	Iteration 10Q: 3 clusters Score -1885842 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1886176.250000 Penalty: 2922.609131
	Iteration 11Q: 3 clusters Score -1886176 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1886500.875000 Penalty: 2922.609131
	Iteration 12Q: 3 clusters Score -1886501 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1886805.250000 Penalty: 2922.609131
	Iteration 13Q: 3 clusters Score -1886805 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1887124.250000 Penalty: 2922.609131
	Iteration 14Q: 3 clusters Score -1887124 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1887441.500000 Penalty: 2922.609131
	Iteration 15Q: 3 clusters Score -1887442 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1887696.750000 Penalty: 2922.609131
	Iteration 16Q: 3 clusters Score -1887697 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1887896.000000 Penalty: 2922.609131
	Iteration 17Q: 3 clusters Score -1887896 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1888038.125000 Penalty: 2922.609131
	Iteration 18Q: 3 clusters Score -1888038 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1888153.625000 Penalty: 2922.609131
	Iteration 19Q: 3 clusters Score -1888154 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1888247.750000 Penalty: 2922.609131
	Iteration 20F: 3 clusters Score -1888248 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1888320.875000 Penalty: 2922.609131
	Iteration 21Q: 3 clusters Score -1888321 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1888384.750000 Penalty: 2922.609131
	Iteration 22Q: 3 clusters Score -1888385 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1888421.875000 Penalty: 2922.609131
	Iteration 23Q: 3 clusters Score -1888422 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1888453.125000 Penalty: 2922.609131
	Iteration 24Q: 3 clusters Score -1888453 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1888472.625000 Penalty: 2922.609131
	Iteration 25Q: 3 clusters Score -1888473 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1888508.625000 Penalty: 2922.609131
	Iteration 26Q: 3 clusters Score -1888509 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1888528.750000 Penalty: 2922.609131
	Iteration 27Q: 3 clusters Score -1888529 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1888544.875000 Penalty: 2922.609131
	Iteration 28Q: 3 clusters Score -1888545 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1888560.000000 Penalty: 2922.609131
	Iteration 29Q: 3 clusters Score -1888560 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1888572.625000 Penalty: 2922.609131
	Iteration 30Q: 3 clusters Score -1888573 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1888587.000000 Penalty: 2922.609131
	Iteration 31Q: 3 clusters Score -1888587 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1888602.750000 Penalty: 2922.609131
	Iteration 32Q: 3 clusters Score -1888603 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1888613.500000 Penalty: 2922.609131
	Iteration 33Q: 3 clusters Score -1888614 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1888622.750000 Penalty: 2922.609131
	Iteration 34Q: 3 clusters Score -1888623 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1888621.000000 Penalty: 2922.609131
	Iteration 35Q: 3 clusters Score -1888621 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1888623.625000 Penalty: 2922.609131
	Iteration 36Q: 3 clusters Score -1888624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1888629.250000 Penalty: 2922.609131
	Iteration 37Q: 3 clusters Score -1888629 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1888633.875000 Penalty: 2922.609131
	Iteration 38Q: 3 clusters Score -1888634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1888638.250000 Penalty: 2922.609131
	Iteration 39Q: 3 clusters Score -1888638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1888641.625000 Penalty: 2922.609131
	Iteration 40F: 3 clusters Score -1888642 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1888649.000000 Penalty: 2922.609131
	Iteration 41Q: 3 clusters Score -1888649 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1888650.375000 Penalty: 2922.609131
	Iteration 42Q: 3 clusters Score -1888650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1888657.250000 Penalty: 2922.609131
	Iteration 43Q: 3 clusters Score -1888657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1888656.875000 Penalty: 2922.609131
	Iteration 44Q: 3 clusters Score -1888657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1888658.375000 Penalty: 2922.609131
	Iteration 45Q: 3 clusters Score -1888658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1888662.625000 Penalty: 2922.609131
	Iteration 46Q: 3 clusters Score -1888663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1888663.750000 Penalty: 2922.609131
	Iteration 47Q: 3 clusters Score -1888664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1888664.000000 Penalty: 2922.609131
	Iteration 48Q: 3 clusters Score -1888664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1888662.375000 Penalty: 2922.609131
	Iteration 49Q: 3 clusters Score -1888662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1888663.750000 Penalty: 2922.609131
	Iteration 50Q: 3 clusters Score -1888664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1888663.250000 Penalty: 2922.609131
	Iteration 51Q: 3 clusters Score -1888663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1888663.250000 Penalty: 2922.609131
	Iteration 52F: 3 clusters Score -1888663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (11885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Entering Unmasked Estep 
Score: -1130146.625000 Penalty: 1396.195312
	Iteration 0F: 2 clusters Score -1130147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1122241.750000 Penalty: 2792.390625
	Iteration 0F: 3 clusters Score -1122242 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1124955.250000 Penalty: 2792.390625
	Iteration 1F: 3 clusters Score -1124955 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1125308.625000 Penalty: 2792.390625
	Iteration 2F: 3 clusters Score -1125309 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1125593.625000 Penalty: 2792.390625
	Iteration 3F: 3 clusters Score -1125594 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1125869.875000 Penalty: 2792.390625
	Iteration 4Q: 3 clusters Score -1125870 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1126178.375000 Penalty: 2792.390625
	Iteration 5Q: 3 clusters Score -1126178 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1126515.750000 Penalty: 2792.390625
	Iteration 6Q: 3 clusters Score -1126516 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1126895.875000 Penalty: 2792.390625
	Iteration 7Q: 3 clusters Score -1126896 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1127329.250000 Penalty: 2792.390625
	Iteration 8Q: 3 clusters Score -1127329 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1127796.250000 Penalty: 2792.390625
	Iteration 9Q: 3 clusters Score -1127796 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1128241.125000 Penalty: 2792.390625
	Iteration 10Q: 3 clusters Score -1128241 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1128553.625000 Penalty: 2792.390625
	Iteration 11Q: 3 clusters Score -1128554 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -1128803.000000 Penalty: 2792.390625
	Iteration 12Q: 3 clusters Score -1128803 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1128973.875000 Penalty: 2792.390625
	Iteration 13Q: 3 clusters Score -1128974 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -1129080.250000 Penalty: 2792.390625
	Iteration 14Q: 3 clusters Score -1129080 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1129145.000000 Penalty: 2792.390625
	Iteration 15Q: 3 clusters Score -1129145 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1129196.500000 Penalty: 2792.390625
	Iteration 16Q: 3 clusters Score -1129196 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1129219.125000 Penalty: 2792.390625
	Iteration 17Q: 3 clusters Score -1129219 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1129242.500000 Penalty: 2792.390625
	Iteration 18Q: 3 clusters Score -1129242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1129253.000000 Penalty: 2792.390625
	Iteration 19Q: 3 clusters Score -1129253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -1129257.875000 Penalty: 2792.390625
	Iteration 20F: 3 clusters Score -1129258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -1129258.750000 Penalty: 2792.390625
	Iteration 21Q: 3 clusters Score -1129259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -1129258.750000 Penalty: 2792.390625
	Iteration 22F: 3 clusters Score -1129259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (16285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Entering Unmasked Estep 
Score: -1627870.625000 Penalty: 1443.062378
	Iteration 0F: 2 clusters Score -1627871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1617093.375000 Penalty: 2886.124756
	Iteration 0F: 3 clusters Score -1617093 nChanged 7112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1620971.000000 Penalty: 2886.124756
	Iteration 1F: 3 clusters Score -1620971 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1621538.250000 Penalty: 2886.124756
	Iteration 2F: 3 clusters Score -1621538 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1622080.250000 Penalty: 2886.124756
	Iteration 3F: 3 clusters Score -1622080 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1622595.875000 Penalty: 2886.124756
	Iteration 4F: 3 clusters Score -1622596 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1623045.625000 Penalty: 2886.124756
	Iteration 5Q: 3 clusters Score -1623046 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1623431.625000 Penalty: 2886.124756
	Iteration 6Q: 3 clusters Score -1623432 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1623815.750000 Penalty: 2886.124756
	Iteration 7Q: 3 clusters Score -1623816 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1624206.000000 Penalty: 2886.124756
	Iteration 8Q: 3 clusters Score -1624206 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1624575.875000 Penalty: 2886.124756
	Iteration 9Q: 3 clusters Score -1624576 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1624916.250000 Penalty: 2886.124756
	Iteration 10Q: 3 clusters Score -1624916 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1625225.125000 Penalty: 2886.124756
	Iteration 11Q: 3 clusters Score -1625225 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1625474.875000 Penalty: 2886.124756
	Iteration 12Q: 3 clusters Score -1625475 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1625669.625000 Penalty: 2886.124756
	Iteration 13Q: 3 clusters Score -1625670 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1625854.625000 Penalty: 2886.124756
	Iteration 14Q: 3 clusters Score -1625855 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1626003.250000 Penalty: 2886.124756
	Iteration 15Q: 3 clusters Score -1626003 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1626139.000000 Penalty: 2886.124756
	Iteration 16Q: 3 clusters Score -1626139 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1626261.625000 Penalty: 2886.124756
	Iteration 17Q: 3 clusters Score -1626262 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1626374.875000 Penalty: 2886.124756
	Iteration 18Q: 3 clusters Score -1626375 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1626479.375000 Penalty: 2886.124756
	Iteration 19Q: 3 clusters Score -1626479 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1626552.625000 Penalty: 2886.124756
	Iteration 20F: 3 clusters Score -1626553 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1626616.875000 Penalty: 2886.124756
	Iteration 21Q: 3 clusters Score -1626617 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1626682.125000 Penalty: 2886.124756
	Iteration 22Q: 3 clusters Score -1626682 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1626724.250000 Penalty: 2886.124756
	Iteration 23Q: 3 clusters Score -1626724 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1626749.375000 Penalty: 2886.124756
	Iteration 24Q: 3 clusters Score -1626749 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1626772.875000 Penalty: 2886.124756
	Iteration 25Q: 3 clusters Score -1626773 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1626783.000000 Penalty: 2886.124756
	Iteration 26Q: 3 clusters Score -1626783 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1626800.875000 Penalty: 2886.124756
	Iteration 27Q: 3 clusters Score -1626801 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1626808.500000 Penalty: 2886.124756
	Iteration 28Q: 3 clusters Score -1626808 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1626819.250000 Penalty: 2886.124756
	Iteration 29Q: 3 clusters Score -1626819 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1626827.500000 Penalty: 2886.124756
	Iteration 30Q: 3 clusters Score -1626828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1626832.000000 Penalty: 2886.124756
	Iteration 31Q: 3 clusters Score -1626832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1626838.500000 Penalty: 2886.124756
	Iteration 32Q: 3 clusters Score -1626838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1626845.000000 Penalty: 2886.124756
	Iteration 33Q: 3 clusters Score -1626845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1626847.500000 Penalty: 2886.124756
	Iteration 34Q: 3 clusters Score -1626848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1626848.750000 Penalty: 2886.124756
	Iteration 35Q: 3 clusters Score -1626849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1626850.625000 Penalty: 2886.124756
	Iteration 36Q: 3 clusters Score -1626851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1626848.750000 Penalty: 2886.124756
	Iteration 37Q: 3 clusters Score -1626849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1626848.750000 Penalty: 2886.124756
	Iteration 38F: 3 clusters Score -1626849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (16104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Entering Unmasked Estep 
Score: -1690493.000000 Penalty: 1441.399292
	Iteration 0F: 2 clusters Score -1690493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1679938.375000 Penalty: 2882.798584
	Iteration 0F: 3 clusters Score -1679938 nChanged 6997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1683526.000000 Penalty: 2882.798584
	Iteration 1F: 3 clusters Score -1683526 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1683875.625000 Penalty: 2882.798584
	Iteration 2F: 3 clusters Score -1683876 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1684163.625000 Penalty: 2882.798584
	Iteration 3Q: 3 clusters Score -1684164 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1684409.250000 Penalty: 2882.798584
	Iteration 4Q: 3 clusters Score -1684409 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1684619.250000 Penalty: 2882.798584
	Iteration 5Q: 3 clusters Score -1684619 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1684854.125000 Penalty: 2882.798584
	Iteration 6Q: 3 clusters Score -1684854 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1685111.625000 Penalty: 2882.798584
	Iteration 7Q: 3 clusters Score -1685112 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1685413.875000 Penalty: 2882.798584
	Iteration 8Q: 3 clusters Score -1685414 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1685710.000000 Penalty: 2882.798584
	Iteration 9Q: 3 clusters Score -1685710 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1686009.625000 Penalty: 2882.798584
	Iteration 10Q: 3 clusters Score -1686010 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1686291.000000 Penalty: 2882.798584
	Iteration 11Q: 3 clusters Score -1686291 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1686556.250000 Penalty: 2882.798584
	Iteration 12Q: 3 clusters Score -1686556 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1686806.500000 Penalty: 2882.798584
	Iteration 13Q: 3 clusters Score -1686806 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1687015.250000 Penalty: 2882.798584
	Iteration 14Q: 3 clusters Score -1687015 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1687211.625000 Penalty: 2882.798584
	Iteration 15Q: 3 clusters Score -1687212 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1687410.125000 Penalty: 2882.798584
	Iteration 16Q: 3 clusters Score -1687410 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1687620.750000 Penalty: 2882.798584
	Iteration 17Q: 3 clusters Score -1687621 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1687805.875000 Penalty: 2882.798584
	Iteration 18Q: 3 clusters Score -1687806 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1687989.375000 Penalty: 2882.798584
	Iteration 19Q: 3 clusters Score -1687989 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1688197.000000 Penalty: 2882.798584
	Iteration 20F: 3 clusters Score -1688197 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1688384.750000 Penalty: 2882.798584
	Iteration 21Q: 3 clusters Score -1688385 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1688517.875000 Penalty: 2882.798584
	Iteration 22Q: 3 clusters Score -1688518 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1688616.875000 Penalty: 2882.798584
	Iteration 23Q: 3 clusters Score -1688617 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1688719.875000 Penalty: 2882.798584
	Iteration 24Q: 3 clusters Score -1688720 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1688826.750000 Penalty: 2882.798584
	Iteration 25Q: 3 clusters Score -1688827 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1688895.750000 Penalty: 2882.798584
	Iteration 26Q: 3 clusters Score -1688896 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1688952.250000 Penalty: 2882.798584
	Iteration 27Q: 3 clusters Score -1688952 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1688992.375000 Penalty: 2882.798584
	Iteration 28Q: 3 clusters Score -1688992 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1689028.250000 Penalty: 2882.798584
	Iteration 29Q: 3 clusters Score -1689028 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1689061.875000 Penalty: 2882.798584
	Iteration 30Q: 3 clusters Score -1689062 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1689082.875000 Penalty: 2882.798584
	Iteration 31Q: 3 clusters Score -1689083 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1689107.375000 Penalty: 2882.798584
	Iteration 32Q: 3 clusters Score -1689107 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1689131.625000 Penalty: 2882.798584
	Iteration 33Q: 3 clusters Score -1689132 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1689154.750000 Penalty: 2882.798584
	Iteration 34Q: 3 clusters Score -1689155 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1689178.500000 Penalty: 2882.798584
	Iteration 35Q: 3 clusters Score -1689178 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1689198.000000 Penalty: 2882.798584
	Iteration 36Q: 3 clusters Score -1689198 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1689218.250000 Penalty: 2882.798584
	Iteration 37Q: 3 clusters Score -1689218 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1689249.500000 Penalty: 2882.798584
	Iteration 38Q: 3 clusters Score -1689250 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1689266.375000 Penalty: 2882.798584
	Iteration 39Q: 3 clusters Score -1689266 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1689284.500000 Penalty: 2882.798584
	Iteration 40F: 3 clusters Score -1689284 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1689304.375000 Penalty: 2882.798584
	Iteration 41Q: 3 clusters Score -1689304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1689314.000000 Penalty: 2882.798584
	Iteration 42Q: 3 clusters Score -1689314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1689320.125000 Penalty: 2882.798584
	Iteration 43Q: 3 clusters Score -1689320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1689328.375000 Penalty: 2882.798584
	Iteration 44Q: 3 clusters Score -1689328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1689337.125000 Penalty: 2882.798584
	Iteration 45Q: 3 clusters Score -1689337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1689342.625000 Penalty: 2882.798584
	Iteration 46Q: 3 clusters Score -1689343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1689345.375000 Penalty: 2882.798584
	Iteration 47Q: 3 clusters Score -1689345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1689344.500000 Penalty: 2882.798584
	Iteration 48Q: 3 clusters Score -1689344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1689345.750000 Penalty: 2882.798584
	Iteration 49Q: 3 clusters Score -1689346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1689347.750000 Penalty: 2882.798584
	Iteration 50Q: 3 clusters Score -1689348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1689348.750000 Penalty: 2882.798584
	Iteration 51Q: 3 clusters Score -1689349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1689349.375000 Penalty: 2882.798584
	Iteration 52Q: 3 clusters Score -1689349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1689349.375000 Penalty: 2882.798584
	Iteration 53F: 3 clusters Score -1689349 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Entering Unmasked Estep 
Score: -972662.687500 Penalty: 1361.244141
	Iteration 0F: 2 clusters Score -972662.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -966321.937500 Penalty: 2722.488281
	Iteration 0F: 3 clusters Score -966321.9 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -968359.875000 Penalty: 2722.488281
	Iteration 1F: 3 clusters Score -968359.9 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -968649.062500 Penalty: 2722.488281
	Iteration 2F: 3 clusters Score -968649.1 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -968849.562500 Penalty: 2722.488281
	Iteration 3Q: 3 clusters Score -968849.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -968997.937500 Penalty: 2722.488281
	Iteration 4Q: 3 clusters Score -968997.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -969117.750000 Penalty: 2722.488281
	Iteration 5Q: 3 clusters Score -969117.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -969217.375000 Penalty: 2722.488281
	Iteration 6Q: 3 clusters Score -969217.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -969303.437500 Penalty: 2722.488281
	Iteration 7Q: 3 clusters Score -969303.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -969377.937500 Penalty: 2722.488281
	Iteration 8Q: 3 clusters Score -969377.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -969464.062500 Penalty: 2722.488281
	Iteration 9Q: 3 clusters Score -969464.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -969541.687500 Penalty: 2722.488281
	Iteration 10Q: 3 clusters Score -969541.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -969640.000000 Penalty: 2722.488281
	Iteration 11Q: 3 clusters Score -969640 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -969748.312500 Penalty: 2722.488281
	Iteration 12Q: 3 clusters Score -969748.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -969873.875000 Penalty: 2722.488281
	Iteration 13Q: 3 clusters Score -969873.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -970019.375000 Penalty: 2722.488281
	Iteration 14Q: 3 clusters Score -970019.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -970193.250000 Penalty: 2722.488281
	Iteration 15Q: 3 clusters Score -970193.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -970379.437500 Penalty: 2722.488281
	Iteration 16Q: 3 clusters Score -970379.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -970601.812500 Penalty: 2722.488281
	Iteration 17Q: 3 clusters Score -970601.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -970820.875000 Penalty: 2722.488281
	Iteration 18Q: 3 clusters Score -970820.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -971029.500000 Penalty: 2722.488281
	Iteration 19Q: 3 clusters Score -971029.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -971200.625000 Penalty: 2722.488281
	Iteration 20F: 3 clusters Score -971200.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -971348.687500 Penalty: 2722.488281
	Iteration 21Q: 3 clusters Score -971348.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -971471.625000 Penalty: 2722.488281
	Iteration 22Q: 3 clusters Score -971471.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -971538.562500 Penalty: 2722.488281
	Iteration 23Q: 3 clusters Score -971538.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -971590.125000 Penalty: 2722.488281
	Iteration 24Q: 3 clusters Score -971590.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -971623.937500 Penalty: 2722.488281
	Iteration 25Q: 3 clusters Score -971623.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -971652.187500 Penalty: 2722.488281
	Iteration 26Q: 3 clusters Score -971652.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -971677.750000 Penalty: 2722.488281
	Iteration 27Q: 3 clusters Score -971677.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -971692.250000 Penalty: 2722.488281
	Iteration 28Q: 3 clusters Score -971692.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -971709.250000 Penalty: 2722.488281
	Iteration 29Q: 3 clusters Score -971709.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -971724.250000 Penalty: 2722.488281
	Iteration 30Q: 3 clusters Score -971724.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -971739.375000 Penalty: 2722.488281
	Iteration 31Q: 3 clusters Score -971739.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -971745.062500 Penalty: 2722.488281
	Iteration 32Q: 3 clusters Score -971745.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -971748.812500 Penalty: 2722.488281
	Iteration 33Q: 3 clusters Score -971748.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -971749.937500 Penalty: 2722.488281
	Iteration 34Q: 3 clusters Score -971749.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -971749.937500 Penalty: 2722.488281
	Iteration 35F: 3 clusters Score -971749.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (107205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107205 members 
Entering Unmasked Estep 
Score: -10846886.000000 Penalty: 1723.475830
	Iteration 0F: 2 clusters Score -1.084689e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53827 members 
Mstep: Class 2 contains 53378 members 
Entering Unmasked Estep 
Score: -10776506.000000 Penalty: 3446.951660
	Iteration 0F: 3 clusters Score -1.077651e+07 nChanged 50727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56500 members 
Mstep: Class 2 contains 50705 members 
Entering Unmasked Estep 
Score: -10805887.000000 Penalty: 3446.951660
	Iteration 1F: 3 clusters Score -1.080589e+07 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58370 members 
Mstep: Class 2 contains 48835 members 
Entering Unmasked Estep 
Score: -10807451.000000 Penalty: 3446.951660
	Iteration 2Q: 3 clusters Score -1.080745e+07 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61218 members 
Mstep: Class 2 contains 45987 members 
Entering Unmasked Estep 
Score: -10809639.000000 Penalty: 3446.951660
	Iteration 3Q: 3 clusters Score -1.080964e+07 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65305 members 
Mstep: Class 2 contains 41900 members 
Entering Unmasked Estep 
Score: -10813002.000000 Penalty: 3446.951660
	Iteration 4F: 3 clusters Score -1.0813e+07 nChanged 7316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70717 members 
Mstep: Class 2 contains 36488 members 
Entering Unmasked Estep 
Score: -10817792.000000 Penalty: 3446.951660
	Iteration 5F: 3 clusters Score -1.081779e+07 nChanged 7679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76832 members 
Mstep: Class 2 contains 30373 members 
Entering Unmasked Estep 
Score: -10823447.000000 Penalty: 3446.951660
	Iteration 6F: 3 clusters Score -1.082345e+07 nChanged 6986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82646 members 
Mstep: Class 2 contains 24559 members 
Entering Unmasked Estep 
Score: -10829128.000000 Penalty: 3446.951660
	Iteration 7F: 3 clusters Score -1.082913e+07 nChanged 5641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87451 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -10833528.000000 Penalty: 3446.951660
	Iteration 8F: 3 clusters Score -1.083353e+07 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91105 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -10836687.000000 Penalty: 3446.951660
	Iteration 9Q: 3 clusters Score -1.083669e+07 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93951 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -10838859.000000 Penalty: 3446.951660
	Iteration 10Q: 3 clusters Score -1.083886e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96190 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -10840307.000000 Penalty: 3446.951660
	Iteration 11Q: 3 clusters Score -1.084031e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98032 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -10841433.000000 Penalty: 3446.951660
	Iteration 12Q: 3 clusters Score -1.084143e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99563 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -10842342.000000 Penalty: 3446.951660
	Iteration 13Q: 3 clusters Score -1.084234e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100865 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -10842985.000000 Penalty: 3446.951660
	Iteration 14Q: 3 clusters Score -1.084298e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101987 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -10843590.000000 Penalty: 3446.951660
	Iteration 15Q: 3 clusters Score -1.084359e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102983 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -10844106.000000 Penalty: 3446.951660
	Iteration 16Q: 3 clusters Score -1.084411e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103808 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -10844576.000000 Penalty: 3446.951660
	Iteration 17Q: 3 clusters Score -1.084458e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104442 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -10844898.000000 Penalty: 3446.951660
	Iteration 18Q: 3 clusters Score -1.08449e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104914 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -10845147.000000 Penalty: 3446.951660
	Iteration 19Q: 3 clusters Score -1.084515e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105274 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -10845307.000000 Penalty: 3446.951660
	Iteration 20F: 3 clusters Score -1.084531e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105546 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -10845441.000000 Penalty: 3446.951660
	Iteration 21Q: 3 clusters Score -1.084544e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105759 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -10845563.000000 Penalty: 3446.951660
	Iteration 22Q: 3 clusters Score -1.084556e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105915 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -10845616.000000 Penalty: 3446.951660
	Iteration 23Q: 3 clusters Score -1.084562e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106017 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -10845684.000000 Penalty: 3446.951660
	Iteration 24Q: 3 clusters Score -1.084568e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106088 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -10845723.000000 Penalty: 3446.951660
	Iteration 25Q: 3 clusters Score -1.084572e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106141 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -10845780.000000 Penalty: 3446.951660
	Iteration 26Q: 3 clusters Score -1.084578e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106187 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -10845809.000000 Penalty: 3446.951660
	Iteration 27Q: 3 clusters Score -1.084581e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106216 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -10845819.000000 Penalty: 3446.951660
	Iteration 28Q: 3 clusters Score -1.084582e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106236 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -10845835.000000 Penalty: 3446.951660
	Iteration 29Q: 3 clusters Score -1.084584e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106261 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -10845850.000000 Penalty: 3446.951660
	Iteration 30Q: 3 clusters Score -1.084585e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106279 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -10845857.000000 Penalty: 3446.951660
	Iteration 31Q: 3 clusters Score -1.084586e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106297 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -10845862.000000 Penalty: 3446.951660
	Iteration 32Q: 3 clusters Score -1.084586e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106310 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -10845868.000000 Penalty: 3446.951660
	Iteration 33Q: 3 clusters Score -1.084587e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106320 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -10845875.000000 Penalty: 3446.951660
	Iteration 34Q: 3 clusters Score -1.084588e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106323 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -10845875.000000 Penalty: 3446.951660
	Iteration 35Q: 3 clusters Score -1.084588e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106326 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -10845872.000000 Penalty: 3446.951660
	Iteration 36Q: 3 clusters Score -1.084587e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106331 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -10845868.000000 Penalty: 3446.951660
	Iteration 37Q: 3 clusters Score -1.084587e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106336 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -10845860.000000 Penalty: 3446.951660
	Iteration 38Q: 3 clusters Score -1.084586e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106338 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -10845854.000000 Penalty: 3446.951660
	Iteration 39Q: 3 clusters Score -1.084585e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106337 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -10845862.000000 Penalty: 3446.951660
	Iteration 40F: 3 clusters Score -1.084586e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106337 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -10845857.000000 Penalty: 3446.951660
	Iteration 41Q: 3 clusters Score -1.084586e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106340 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -10845869.000000 Penalty: 3446.951660
	Iteration 42Q: 3 clusters Score -1.084587e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106343 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -10845872.000000 Penalty: 3446.951660
	Iteration 43Q: 3 clusters Score -1.084587e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106345 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -10845864.000000 Penalty: 3446.951660
	Iteration 44Q: 3 clusters Score -1.084586e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106350 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -10845880.000000 Penalty: 3446.951660
	Iteration 45Q: 3 clusters Score -1.084588e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106354 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -10845879.000000 Penalty: 3446.951660
	Iteration 46Q: 3 clusters Score -1.084588e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106357 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -10845878.000000 Penalty: 3446.951660
	Iteration 47Q: 3 clusters Score -1.084588e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106358 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -10845881.000000 Penalty: 3446.951660
	Iteration 48Q: 3 clusters Score -1.084588e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106358 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -10845881.000000 Penalty: 3446.951660
	Iteration 49F: 3 clusters Score -1.084588e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (17841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Entering Unmasked Estep 
Score: -1861126.250000 Penalty: 1456.641113
	Iteration 0F: 2 clusters Score -1861126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1849485.375000 Penalty: 2913.282227
	Iteration 0F: 3 clusters Score -1849485 nChanged 7699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1853598.625000 Penalty: 2913.282227
	Iteration 1F: 3 clusters Score -1853599 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1854016.125000 Penalty: 2913.282227
	Iteration 2F: 3 clusters Score -1854016 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1854389.625000 Penalty: 2913.282227
	Iteration 3F: 3 clusters Score -1854390 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1854749.250000 Penalty: 2913.282227
	Iteration 4Q: 3 clusters Score -1854749 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1855085.125000 Penalty: 2913.282227
	Iteration 5Q: 3 clusters Score -1855085 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1855506.000000 Penalty: 2913.282227
	Iteration 6Q: 3 clusters Score -1855506 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1856036.250000 Penalty: 2913.282227
	Iteration 7Q: 3 clusters Score -1856036 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1856695.250000 Penalty: 2913.282227
	Iteration 8F: 3 clusters Score -1856695 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1857397.375000 Penalty: 2913.282227
	Iteration 9F: 3 clusters Score -1857397 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1858023.000000 Penalty: 2913.282227
	Iteration 10Q: 3 clusters Score -1858023 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1858539.500000 Penalty: 2913.282227
	Iteration 11Q: 3 clusters Score -1858540 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1858896.750000 Penalty: 2913.282227
	Iteration 12Q: 3 clusters Score -1858897 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1859166.875000 Penalty: 2913.282227
	Iteration 13Q: 3 clusters Score -1859167 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1859370.000000 Penalty: 2913.282227
	Iteration 14Q: 3 clusters Score -1859370 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1859528.750000 Penalty: 2913.282227
	Iteration 15Q: 3 clusters Score -1859529 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1859640.875000 Penalty: 2913.282227
	Iteration 16Q: 3 clusters Score -1859641 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1859729.375000 Penalty: 2913.282227
	Iteration 17Q: 3 clusters Score -1859729 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1859796.375000 Penalty: 2913.282227
	Iteration 18Q: 3 clusters Score -1859796 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1859843.000000 Penalty: 2913.282227
	Iteration 19Q: 3 clusters Score -1859843 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1859874.750000 Penalty: 2913.282227
	Iteration 20F: 3 clusters Score -1859875 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1859907.875000 Penalty: 2913.282227
	Iteration 21Q: 3 clusters Score -1859908 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1859929.875000 Penalty: 2913.282227
	Iteration 22Q: 3 clusters Score -1859930 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1859954.250000 Penalty: 2913.282227
	Iteration 23Q: 3 clusters Score -1859954 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1859969.625000 Penalty: 2913.282227
	Iteration 24Q: 3 clusters Score -1859970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1859973.125000 Penalty: 2913.282227
	Iteration 25Q: 3 clusters Score -1859973 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1859984.625000 Penalty: 2913.282227
	Iteration 26Q: 3 clusters Score -1859985 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1859992.750000 Penalty: 2913.282227
	Iteration 27Q: 3 clusters Score -1859993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1859997.375000 Penalty: 2913.282227
	Iteration 28Q: 3 clusters Score -1859997 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1860006.625000 Penalty: 2913.282227
	Iteration 29Q: 3 clusters Score -1860007 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1860011.875000 Penalty: 2913.282227
	Iteration 30Q: 3 clusters Score -1860012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1860016.875000 Penalty: 2913.282227
	Iteration 31Q: 3 clusters Score -1860017 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1860023.250000 Penalty: 2913.282227
	Iteration 32Q: 3 clusters Score -1860023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1860027.875000 Penalty: 2913.282227
	Iteration 33Q: 3 clusters Score -1860028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1860035.500000 Penalty: 2913.282227
	Iteration 34Q: 3 clusters Score -1860036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1860035.250000 Penalty: 2913.282227
	Iteration 35Q: 3 clusters Score -1860035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1860039.125000 Penalty: 2913.282227
	Iteration 36Q: 3 clusters Score -1860039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1860045.125000 Penalty: 2913.282227
	Iteration 37Q: 3 clusters Score -1860045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1860045.125000 Penalty: 2913.282227
	Iteration 38F: 3 clusters Score -1860045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Entering Unmasked Estep 
Score: -897364.500000 Penalty: 1352.806885
	Iteration 0F: 2 clusters Score -897364.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -891276.750000 Penalty: 2705.613770
	Iteration 0F: 3 clusters Score -891276.8 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -893237.937500 Penalty: 2705.613770
	Iteration 1F: 3 clusters Score -893237.9 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -893507.312500 Penalty: 2705.613770
	Iteration 2F: 3 clusters Score -893507.3 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -893702.875000 Penalty: 2705.613770
	Iteration 3F: 3 clusters Score -893702.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -893855.375000 Penalty: 2705.613770
	Iteration 4Q: 3 clusters Score -893855.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -894007.812500 Penalty: 2705.613770
	Iteration 5Q: 3 clusters Score -894007.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -894158.000000 Penalty: 2705.613770
	Iteration 6Q: 3 clusters Score -894158 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -894329.125000 Penalty: 2705.613770
	Iteration 7Q: 3 clusters Score -894329.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -894522.250000 Penalty: 2705.613770
	Iteration 8Q: 3 clusters Score -894522.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -894711.875000 Penalty: 2705.613770
	Iteration 9Q: 3 clusters Score -894711.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -894945.062500 Penalty: 2705.613770
	Iteration 10Q: 3 clusters Score -894945.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -895170.437500 Penalty: 2705.613770
	Iteration 11Q: 3 clusters Score -895170.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -895383.625000 Penalty: 2705.613770
	Iteration 12Q: 3 clusters Score -895383.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -895572.000000 Penalty: 2705.613770
	Iteration 13Q: 3 clusters Score -895572 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -895742.250000 Penalty: 2705.613770
	Iteration 14Q: 3 clusters Score -895742.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -895879.687500 Penalty: 2705.613770
	Iteration 15Q: 3 clusters Score -895879.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -895985.375000 Penalty: 2705.613770
	Iteration 16Q: 3 clusters Score -895985.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -896087.875000 Penalty: 2705.613770
	Iteration 17Q: 3 clusters Score -896087.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -896159.062500 Penalty: 2705.613770
	Iteration 18Q: 3 clusters Score -896159.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -896212.250000 Penalty: 2705.613770
	Iteration 19Q: 3 clusters Score -896212.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -896259.562500 Penalty: 2705.613770
	Iteration 20F: 3 clusters Score -896259.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -896296.812500 Penalty: 2705.613770
	Iteration 21Q: 3 clusters Score -896296.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -896324.937500 Penalty: 2705.613770
	Iteration 22Q: 3 clusters Score -896324.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -896345.187500 Penalty: 2705.613770
	Iteration 23Q: 3 clusters Score -896345.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -896358.875000 Penalty: 2705.613770
	Iteration 24Q: 3 clusters Score -896358.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -896365.812500 Penalty: 2705.613770
	Iteration 25Q: 3 clusters Score -896365.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -896370.937500 Penalty: 2705.613770
	Iteration 26Q: 3 clusters Score -896370.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -896374.750000 Penalty: 2705.613770
	Iteration 27Q: 3 clusters Score -896374.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -896377.687500 Penalty: 2705.613770
	Iteration 28Q: 3 clusters Score -896377.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -896379.312500 Penalty: 2705.613770
	Iteration 29Q: 3 clusters Score -896379.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -896381.937500 Penalty: 2705.613770
	Iteration 30Q: 3 clusters Score -896381.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -896382.437500 Penalty: 2705.613770
	Iteration 31Q: 3 clusters Score -896382.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -896384.187500 Penalty: 2705.613770
	Iteration 32Q: 3 clusters Score -896384.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -896387.625000 Penalty: 2705.613770
	Iteration 33Q: 3 clusters Score -896387.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -896387.562500 Penalty: 2705.613770
	Iteration 34Q: 3 clusters Score -896387.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -896387.500000 Penalty: 2705.613770
	Iteration 35Q: 3 clusters Score -896387.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -896391.062500 Penalty: 2705.613770
	Iteration 36Q: 3 clusters Score -896391.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -896392.875000 Penalty: 2705.613770
	Iteration 37Q: 3 clusters Score -896392.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -896393.312500 Penalty: 2705.613770
	Iteration 38Q: 3 clusters Score -896393.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -896394.062500 Penalty: 2705.613770
	Iteration 39Q: 3 clusters Score -896394.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -896393.750000 Penalty: 2705.613770
	Iteration 40F: 3 clusters Score -896393.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (34656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34656 members 
Entering Unmasked Estep 
Score: -3604159.000000 Penalty: 1555.440063
	Iteration 0F: 2 clusters Score -3604159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -3581652.000000 Penalty: 3110.880127
	Iteration 0F: 3 clusters Score -3581652 nChanged 15808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -3590477.250000 Penalty: 3110.880127
	Iteration 1F: 3 clusters Score -3590477 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -3591320.500000 Penalty: 3110.880127
	Iteration 2F: 3 clusters Score -3591320 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -3592237.250000 Penalty: 3110.880127
	Iteration 3F: 3 clusters Score -3592237 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -3593292.500000 Penalty: 3110.880127
	Iteration 4F: 3 clusters Score -3593292 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -3594433.750000 Penalty: 3110.880127
	Iteration 5F: 3 clusters Score -3594434 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -3595634.750000 Penalty: 3110.880127
	Iteration 6F: 3 clusters Score -3595635 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24418 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -3596911.250000 Penalty: 3110.880127
	Iteration 7F: 3 clusters Score -3596911 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25788 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -3598125.500000 Penalty: 3110.880127
	Iteration 8Q: 3 clusters Score -3598126 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27163 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -3599293.500000 Penalty: 3110.880127
	Iteration 9Q: 3 clusters Score -3599294 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28389 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -3600242.750000 Penalty: 3110.880127
	Iteration 10Q: 3 clusters Score -3600243 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29438 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -3600985.250000 Penalty: 3110.880127
	Iteration 11Q: 3 clusters Score -3600985 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30308 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -3601603.500000 Penalty: 3110.880127
	Iteration 12Q: 3 clusters Score -3601604 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30993 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -3602030.250000 Penalty: 3110.880127
	Iteration 13Q: 3 clusters Score -3602030 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31538 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -3602374.250000 Penalty: 3110.880127
	Iteration 14Q: 3 clusters Score -3602374 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31954 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -3602634.500000 Penalty: 3110.880127
	Iteration 15Q: 3 clusters Score -3602634 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32252 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -3602859.250000 Penalty: 3110.880127
	Iteration 16Q: 3 clusters Score -3602859 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32474 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -3603034.500000 Penalty: 3110.880127
	Iteration 17Q: 3 clusters Score -3603034 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32636 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -3603168.750000 Penalty: 3110.880127
	Iteration 18Q: 3 clusters Score -3603169 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32755 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -3603298.250000 Penalty: 3110.880127
	Iteration 19Q: 3 clusters Score -3603298 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32826 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -3603383.000000 Penalty: 3110.880127
	Iteration 20F: 3 clusters Score -3603383 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32873 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -3603428.500000 Penalty: 3110.880127
	Iteration 21Q: 3 clusters Score -3603428 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32921 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -3603477.500000 Penalty: 3110.880127
	Iteration 22Q: 3 clusters Score -3603478 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32950 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -3603514.750000 Penalty: 3110.880127
	Iteration 23Q: 3 clusters Score -3603515 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32967 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -3603540.000000 Penalty: 3110.880127
	Iteration 24Q: 3 clusters Score -3603540 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32975 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -3603554.250000 Penalty: 3110.880127
	Iteration 25Q: 3 clusters Score -3603554 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32991 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -3603565.500000 Penalty: 3110.880127
	Iteration 26Q: 3 clusters Score -3603566 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33000 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -3603578.250000 Penalty: 3110.880127
	Iteration 27Q: 3 clusters Score -3603578 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33001 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -3603585.500000 Penalty: 3110.880127
	Iteration 28Q: 3 clusters Score -3603586 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33005 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -3603591.250000 Penalty: 3110.880127
	Iteration 29Q: 3 clusters Score -3603591 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33012 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -3603593.500000 Penalty: 3110.880127
	Iteration 30Q: 3 clusters Score -3603594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33020 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -3603595.250000 Penalty: 3110.880127
	Iteration 31Q: 3 clusters Score -3603595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33021 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -3603598.750000 Penalty: 3110.880127
	Iteration 32Q: 3 clusters Score -3603599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33025 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -3603598.500000 Penalty: 3110.880127
	Iteration 33Q: 3 clusters Score -3603598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33028 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -3603601.000000 Penalty: 3110.880127
	Iteration 34Q: 3 clusters Score -3603601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33028 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -3603606.250000 Penalty: 3110.880127
	Iteration 35Q: 3 clusters Score -3603606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33026 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -3603604.500000 Penalty: 3110.880127
	Iteration 36Q: 3 clusters Score -3603604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33026 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -3603605.000000 Penalty: 3110.880127
	Iteration 37Q: 3 clusters Score -3603605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33027 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -3603605.500000 Penalty: 3110.880127
	Iteration 38Q: 3 clusters Score -3603606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33028 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -3603605.500000 Penalty: 3110.880127
	Iteration 39Q: 3 clusters Score -3603606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33028 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -3603608.250000 Penalty: 3110.880127
	Iteration 40F: 3 clusters Score -3603608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33028 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -3603609.000000 Penalty: 3110.880127
	Iteration 41Q: 3 clusters Score -3603609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33027 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -3603610.000000 Penalty: 3110.880127
	Iteration 42Q: 3 clusters Score -3603610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33027 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -3603610.000000 Penalty: 3110.880127
	Iteration 43F: 3 clusters Score -3603610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Entering Unmasked Estep 
Score: -213474.421875 Penalty: 1156.460205
	Iteration 0F: 2 clusters Score -213474.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -211408.687500 Penalty: 2312.920410
	Iteration 0F: 3 clusters Score -211408.7 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -211963.593750 Penalty: 2312.920410
	Iteration 1F: 3 clusters Score -211963.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -212196.015625 Penalty: 2312.920410
	Iteration 2F: 3 clusters Score -212196 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -212370.812500 Penalty: 2312.920410
	Iteration 3F: 3 clusters Score -212370.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -212530.156250 Penalty: 2312.920410
	Iteration 4F: 3 clusters Score -212530.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -212675.125000 Penalty: 2312.920410
	Iteration 5Q: 3 clusters Score -212675.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -212844.937500 Penalty: 2312.920410
	Iteration 6F: 3 clusters Score -212844.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -213014.093750 Penalty: 2312.920410
	Iteration 7Q: 3 clusters Score -213014.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -213148.453125 Penalty: 2312.920410
	Iteration 8Q: 3 clusters Score -213148.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -213246.718750 Penalty: 2312.920410
	Iteration 9Q: 3 clusters Score -213246.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -213300.812500 Penalty: 2312.920410
	Iteration 10Q: 3 clusters Score -213300.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -213326.656250 Penalty: 2312.920410
	Iteration 11Q: 3 clusters Score -213326.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -213350.125000 Penalty: 2312.920410
	Iteration 12Q: 3 clusters Score -213350.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -213373.296875 Penalty: 2312.920410
	Iteration 13Q: 3 clusters Score -213373.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -213396.046875 Penalty: 2312.920410
	Iteration 14Q: 3 clusters Score -213396 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -213408.437500 Penalty: 2312.920410
	Iteration 15Q: 3 clusters Score -213408.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -213420.109375 Penalty: 2312.920410
	Iteration 16Q: 3 clusters Score -213420.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -213427.625000 Penalty: 2312.920410
	Iteration 17Q: 3 clusters Score -213427.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -213433.953125 Penalty: 2312.920410
	Iteration 18Q: 3 clusters Score -213434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -213442.062500 Penalty: 2312.920410
	Iteration 19Q: 3 clusters Score -213442.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -213445.937500 Penalty: 2312.920410
	Iteration 20F: 3 clusters Score -213445.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -213449.625000 Penalty: 2312.920410
	Iteration 21Q: 3 clusters Score -213449.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -213452.484375 Penalty: 2312.920410
	Iteration 22Q: 3 clusters Score -213452.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -213454.890625 Penalty: 2312.920410
	Iteration 23Q: 3 clusters Score -213454.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -213457.140625 Penalty: 2312.920410
	Iteration 24Q: 3 clusters Score -213457.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -213457.609375 Penalty: 2312.920410
	Iteration 25Q: 3 clusters Score -213457.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -213457.921875 Penalty: 2312.920410
	Iteration 26Q: 3 clusters Score -213457.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -213457.921875 Penalty: 2312.920410
	Iteration 27F: 3 clusters Score -213457.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (39955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39955 members 
Entering Unmasked Estep 
Score: -4123339.750000 Penalty: 1576.611816
	Iteration 0F: 2 clusters Score -4123340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -4097219.500000 Penalty: 3153.223633
	Iteration 0F: 3 clusters Score -4097220 nChanged 18264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -4107312.000000 Penalty: 3153.223633
	Iteration 1F: 3 clusters Score -4107312 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -4108053.500000 Penalty: 3153.223633
	Iteration 2Q: 3 clusters Score -4108054 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -4109025.500000 Penalty: 3153.223633
	Iteration 3F: 3 clusters Score -4109026 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -4110222.750000 Penalty: 3153.223633
	Iteration 4F: 3 clusters Score -4110223 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -4111708.250000 Penalty: 3153.223633
	Iteration 5F: 3 clusters Score -4111708 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26641 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -4113269.750000 Penalty: 3153.223633
	Iteration 6F: 3 clusters Score -4113270 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28179 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -4114634.250000 Penalty: 3153.223633
	Iteration 7F: 3 clusters Score -4114634 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29644 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -4115773.500000 Penalty: 3153.223633
	Iteration 8F: 3 clusters Score -4115774 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31096 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -4116796.000000 Penalty: 3153.223633
	Iteration 9Q: 3 clusters Score -4116796 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32552 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -4117716.250000 Penalty: 3153.223633
	Iteration 10Q: 3 clusters Score -4117716 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33906 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -4118544.750000 Penalty: 3153.223633
	Iteration 11Q: 3 clusters Score -4118545 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35140 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -4119282.500000 Penalty: 3153.223633
	Iteration 12Q: 3 clusters Score -4119282 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36242 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -4120051.250000 Penalty: 3153.223633
	Iteration 13Q: 3 clusters Score -4120051 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37135 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -4120671.250000 Penalty: 3153.223633
	Iteration 14Q: 3 clusters Score -4120671 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37794 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -4121149.750000 Penalty: 3153.223633
	Iteration 15Q: 3 clusters Score -4121150 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38239 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -4121487.500000 Penalty: 3153.223633
	Iteration 16Q: 3 clusters Score -4121488 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38525 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -4121674.250000 Penalty: 3153.223633
	Iteration 17Q: 3 clusters Score -4121674 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38709 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -4121786.250000 Penalty: 3153.223633
	Iteration 18Q: 3 clusters Score -4121786 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38849 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -4121880.000000 Penalty: 3153.223633
	Iteration 19Q: 3 clusters Score -4121880 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38953 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -4121961.000000 Penalty: 3153.223633
	Iteration 20F: 3 clusters Score -4121961 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39030 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -4122012.250000 Penalty: 3153.223633
	Iteration 21Q: 3 clusters Score -4122012 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39087 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -4122052.250000 Penalty: 3153.223633
	Iteration 22Q: 3 clusters Score -4122052 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39150 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -4122099.750000 Penalty: 3153.223633
	Iteration 23Q: 3 clusters Score -4122100 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39189 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -4122123.250000 Penalty: 3153.223633
	Iteration 24Q: 3 clusters Score -4122123 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39228 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -4122140.000000 Penalty: 3153.223633
	Iteration 25Q: 3 clusters Score -4122140 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39253 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -4122157.500000 Penalty: 3153.223633
	Iteration 26Q: 3 clusters Score -4122158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39266 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -4122165.250000 Penalty: 3153.223633
	Iteration 27Q: 3 clusters Score -4122165 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39288 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -4122178.750000 Penalty: 3153.223633
	Iteration 28Q: 3 clusters Score -4122179 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39305 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -4122195.250000 Penalty: 3153.223633
	Iteration 29Q: 3 clusters Score -4122195 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39315 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -4122193.500000 Penalty: 3153.223633
	Iteration 30Q: 3 clusters Score -4122194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39318 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -4122201.750000 Penalty: 3153.223633
	Iteration 31Q: 3 clusters Score -4122202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39323 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -4122206.250000 Penalty: 3153.223633
	Iteration 32Q: 3 clusters Score -4122206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39329 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4122210.500000 Penalty: 3153.223633
	Iteration 33Q: 3 clusters Score -4122210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39334 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -4122215.250000 Penalty: 3153.223633
	Iteration 34Q: 3 clusters Score -4122215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39336 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -4122219.500000 Penalty: 3153.223633
	Iteration 35Q: 3 clusters Score -4122220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39338 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -4122222.000000 Penalty: 3153.223633
	Iteration 36Q: 3 clusters Score -4122222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39339 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -4122227.750000 Penalty: 3153.223633
	Iteration 37Q: 3 clusters Score -4122228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39340 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -4122225.500000 Penalty: 3153.223633
	Iteration 38Q: 3 clusters Score -4122226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39342 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -4122230.000000 Penalty: 3153.223633
	Iteration 39Q: 3 clusters Score -4122230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39345 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -4122226.250000 Penalty: 3153.223633
	Iteration 40F: 3 clusters Score -4122226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39347 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -4122227.500000 Penalty: 3153.223633
	Iteration 41Q: 3 clusters Score -4122228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39350 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -4122233.250000 Penalty: 3153.223633
	Iteration 42Q: 3 clusters Score -4122233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39352 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -4122230.750000 Penalty: 3153.223633
	Iteration 43Q: 3 clusters Score -4122231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39352 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -4122230.750000 Penalty: 3153.223633
	Iteration 44F: 3 clusters Score -4122231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (14390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Entering Unmasked Estep 
Score: -1454080.875000 Penalty: 1424.654175
	Iteration 0F: 2 clusters Score -1454081 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 7210 members 
Entering Unmasked Estep 
Score: -1444439.125000 Penalty: 2849.308350
	Iteration 0F: 3 clusters Score -1444439 nChanged 6254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1447800.125000 Penalty: 2849.308350
	Iteration 1F: 3 clusters Score -1447800 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1448200.375000 Penalty: 2849.308350
	Iteration 2F: 3 clusters Score -1448200 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1448515.250000 Penalty: 2849.308350
	Iteration 3F: 3 clusters Score -1448515 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1448771.625000 Penalty: 2849.308350
	Iteration 4Q: 3 clusters Score -1448772 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1449027.625000 Penalty: 2849.308350
	Iteration 5Q: 3 clusters Score -1449028 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1449298.000000 Penalty: 2849.308350
	Iteration 6Q: 3 clusters Score -1449298 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1449550.750000 Penalty: 2849.308350
	Iteration 7Q: 3 clusters Score -1449551 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1449846.875000 Penalty: 2849.308350
	Iteration 8Q: 3 clusters Score -1449847 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1450213.125000 Penalty: 2849.308350
	Iteration 9Q: 3 clusters Score -1450213 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1450605.125000 Penalty: 2849.308350
	Iteration 10Q: 3 clusters Score -1450605 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1451083.250000 Penalty: 2849.308350
	Iteration 11Q: 3 clusters Score -1451083 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1451527.000000 Penalty: 2849.308350
	Iteration 12Q: 3 clusters Score -1451527 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1451869.875000 Penalty: 2849.308350
	Iteration 13Q: 3 clusters Score -1451870 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1452096.625000 Penalty: 2849.308350
	Iteration 14Q: 3 clusters Score -1452097 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1452242.000000 Penalty: 2849.308350
	Iteration 15Q: 3 clusters Score -1452242 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1452326.125000 Penalty: 2849.308350
	Iteration 16Q: 3 clusters Score -1452326 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1452388.500000 Penalty: 2849.308350
	Iteration 17Q: 3 clusters Score -1452388 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -1452447.500000 Penalty: 2849.308350
	Iteration 18Q: 3 clusters Score -1452448 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1452493.250000 Penalty: 2849.308350
	Iteration 19Q: 3 clusters Score -1452493 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1452519.750000 Penalty: 2849.308350
	Iteration 20F: 3 clusters Score -1452520 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1452544.750000 Penalty: 2849.308350
	Iteration 21Q: 3 clusters Score -1452545 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1452565.375000 Penalty: 2849.308350
	Iteration 22Q: 3 clusters Score -1452565 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1452580.125000 Penalty: 2849.308350
	Iteration 23Q: 3 clusters Score -1452580 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1452593.875000 Penalty: 2849.308350
	Iteration 24Q: 3 clusters Score -1452594 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1452608.375000 Penalty: 2849.308350
	Iteration 25Q: 3 clusters Score -1452608 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -1452614.250000 Penalty: 2849.308350
	Iteration 26Q: 3 clusters Score -1452614 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1452621.875000 Penalty: 2849.308350
	Iteration 27Q: 3 clusters Score -1452622 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -1452629.250000 Penalty: 2849.308350
	Iteration 28Q: 3 clusters Score -1452629 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1452639.250000 Penalty: 2849.308350
	Iteration 29Q: 3 clusters Score -1452639 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1452643.125000 Penalty: 2849.308350
	Iteration 30Q: 3 clusters Score -1452643 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1452641.375000 Penalty: 2849.308350
	Iteration 31Q: 3 clusters Score -1452641 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1452640.375000 Penalty: 2849.308350
	Iteration 32Q: 3 clusters Score -1452640 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -1452648.375000 Penalty: 2849.308350
	Iteration 33Q: 3 clusters Score -1452648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1452652.875000 Penalty: 2849.308350
	Iteration 34Q: 3 clusters Score -1452653 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1452657.000000 Penalty: 2849.308350
	Iteration 35Q: 3 clusters Score -1452657 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -1452660.125000 Penalty: 2849.308350
	Iteration 36Q: 3 clusters Score -1452660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1452658.250000 Penalty: 2849.308350
	Iteration 37Q: 3 clusters Score -1452658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1452660.750000 Penalty: 2849.308350
	Iteration 38Q: 3 clusters Score -1452661 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1452666.250000 Penalty: 2849.308350
	Iteration 39Q: 3 clusters Score -1452666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -1452665.250000 Penalty: 2849.308350
	Iteration 40F: 3 clusters Score -1452665 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -1452669.500000 Penalty: 2849.308350
	Iteration 41Q: 3 clusters Score -1452670 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1452672.750000 Penalty: 2849.308350
	Iteration 42Q: 3 clusters Score -1452673 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -1452677.125000 Penalty: 2849.308350
	Iteration 43Q: 3 clusters Score -1452677 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1452682.750000 Penalty: 2849.308350
	Iteration 44Q: 3 clusters Score -1452683 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1452684.875000 Penalty: 2849.308350
	Iteration 45Q: 3 clusters Score -1452685 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1452688.125000 Penalty: 2849.308350
	Iteration 46Q: 3 clusters Score -1452688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -1452688.000000 Penalty: 2849.308350
	Iteration 47Q: 3 clusters Score -1452688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1452694.375000 Penalty: 2849.308350
	Iteration 48Q: 3 clusters Score -1452694 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1452698.500000 Penalty: 2849.308350
	Iteration 49Q: 3 clusters Score -1452698 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -1452705.375000 Penalty: 2849.308350
	Iteration 50Q: 3 clusters Score -1452705 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -1452702.750000 Penalty: 2849.308350
	Iteration 51Q: 3 clusters Score -1452703 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -1452708.625000 Penalty: 2849.308350
	Iteration 52Q: 3 clusters Score -1452709 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1452713.625000 Penalty: 2849.308350
	Iteration 53Q: 3 clusters Score -1452714 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1452708.375000 Penalty: 2849.308350
	Iteration 54Q: 3 clusters Score -1452708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -1452710.750000 Penalty: 2849.308350
	Iteration 55Q: 3 clusters Score -1452711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1452712.375000 Penalty: 2849.308350
	Iteration 56Q: 3 clusters Score -1452712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -1452712.250000 Penalty: 2849.308350
	Iteration 57Q: 3 clusters Score -1452712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -1452717.500000 Penalty: 2849.308350
	Iteration 58Q: 3 clusters Score -1452718 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -1452721.125000 Penalty: 2849.308350
	Iteration 59Q: 3 clusters Score -1452721 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -1452721.500000 Penalty: 2849.308350
	Iteration 60F: 3 clusters Score -1452722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1452723.750000 Penalty: 2849.308350
	Iteration 61Q: 3 clusters Score -1452724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -1452727.250000 Penalty: 2849.308350
	Iteration 62Q: 3 clusters Score -1452727 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -1452726.250000 Penalty: 2849.308350
	Iteration 63Q: 3 clusters Score -1452726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1452726.250000 Penalty: 2849.308350
	Iteration 64Q: 3 clusters Score -1452726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -1452728.000000 Penalty: 2849.308350
	Iteration 65Q: 3 clusters Score -1452728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -1452727.000000 Penalty: 2849.308350
	Iteration 66Q: 3 clusters Score -1452727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -1452727.875000 Penalty: 2849.308350
	Iteration 67Q: 3 clusters Score -1452728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -1452727.875000 Penalty: 2849.308350
	Iteration 68F: 3 clusters Score -1452728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (17452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Entering Unmasked Estep 
Score: -1834883.750000 Penalty: 1453.360840
	Iteration 0F: 2 clusters Score -1834884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1823360.125000 Penalty: 2906.721680
	Iteration 0F: 3 clusters Score -1823360 nChanged 7571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1827537.625000 Penalty: 2906.721680
	Iteration 1F: 3 clusters Score -1827538 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1827996.500000 Penalty: 2906.721680
	Iteration 2F: 3 clusters Score -1827996 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1828435.875000 Penalty: 2906.721680
	Iteration 3F: 3 clusters Score -1828436 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1828946.500000 Penalty: 2906.721680
	Iteration 4F: 3 clusters Score -1828946 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -1829535.000000 Penalty: 2906.721680
	Iteration 5F: 3 clusters Score -1829535 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -1830242.000000 Penalty: 2906.721680
	Iteration 6F: 3 clusters Score -1830242 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -1830955.000000 Penalty: 2906.721680
	Iteration 7F: 3 clusters Score -1830955 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -1831607.750000 Penalty: 2906.721680
	Iteration 8F: 3 clusters Score -1831608 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -1832197.125000 Penalty: 2906.721680
	Iteration 9Q: 3 clusters Score -1832197 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -1832660.500000 Penalty: 2906.721680
	Iteration 10Q: 3 clusters Score -1832660 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -1833004.375000 Penalty: 2906.721680
	Iteration 11Q: 3 clusters Score -1833004 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -1833241.000000 Penalty: 2906.721680
	Iteration 12Q: 3 clusters Score -1833241 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -1833375.000000 Penalty: 2906.721680
	Iteration 13Q: 3 clusters Score -1833375 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -1833486.875000 Penalty: 2906.721680
	Iteration 14Q: 3 clusters Score -1833487 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -1833548.625000 Penalty: 2906.721680
	Iteration 15Q: 3 clusters Score -1833549 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -1833592.000000 Penalty: 2906.721680
	Iteration 16Q: 3 clusters Score -1833592 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -1833616.375000 Penalty: 2906.721680
	Iteration 17Q: 3 clusters Score -1833616 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -1833629.000000 Penalty: 2906.721680
	Iteration 18Q: 3 clusters Score -1833629 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -1833641.750000 Penalty: 2906.721680
	Iteration 19Q: 3 clusters Score -1833642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -1833653.500000 Penalty: 2906.721680
	Iteration 20F: 3 clusters Score -1833654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -1833664.000000 Penalty: 2906.721680
	Iteration 21Q: 3 clusters Score -1833664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -1833664.125000 Penalty: 2906.721680
	Iteration 22Q: 3 clusters Score -1833664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -1833666.500000 Penalty: 2906.721680
	Iteration 23Q: 3 clusters Score -1833666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -1833666.625000 Penalty: 2906.721680
	Iteration 24Q: 3 clusters Score -1833667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -1833669.625000 Penalty: 2906.721680
	Iteration 25Q: 3 clusters Score -1833670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -1833671.500000 Penalty: 2906.721680
	Iteration 26Q: 3 clusters Score -1833672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -1833671.250000 Penalty: 2906.721680
	Iteration 27Q: 3 clusters Score -1833671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -1833674.875000 Penalty: 2906.721680
	Iteration 28Q: 3 clusters Score -1833675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -1833674.875000 Penalty: 2906.721680
	Iteration 29F: 3 clusters Score -1833675 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (4216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Entering Unmasked Estep 
Score: -444746.718750 Penalty: 1241.980469
	Iteration 0F: 2 clusters Score -444746.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -441580.625000 Penalty: 2483.960938
	Iteration 0F: 3 clusters Score -441580.6 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -442512.906250 Penalty: 2483.960938
	Iteration 1F: 3 clusters Score -442512.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -442795.093750 Penalty: 2483.960938
	Iteration 2F: 3 clusters Score -442795.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -443142.531250 Penalty: 2483.960938
	Iteration 3F: 3 clusters Score -443142.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -443492.406250 Penalty: 2483.960938
	Iteration 4F: 3 clusters Score -443492.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -443806.437500 Penalty: 2483.960938
	Iteration 5F: 3 clusters Score -443806.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -444076.937500 Penalty: 2483.960938
	Iteration 6F: 3 clusters Score -444076.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -444318.656250 Penalty: 2483.960938
	Iteration 7F: 3 clusters Score -444318.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -444478.343750 Penalty: 2483.960938
	Iteration 8Q: 3 clusters Score -444478.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -444562.843750 Penalty: 2483.960938
	Iteration 9Q: 3 clusters Score -444562.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -444611.718750 Penalty: 2483.960938
	Iteration 10Q: 3 clusters Score -444611.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -444635.968750 Penalty: 2483.960938
	Iteration 11Q: 3 clusters Score -444636 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -444653.468750 Penalty: 2483.960938
	Iteration 12Q: 3 clusters Score -444653.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -444662.437500 Penalty: 2483.960938
	Iteration 13Q: 3 clusters Score -444662.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -444670.281250 Penalty: 2483.960938
	Iteration 14Q: 3 clusters Score -444670.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -444675.343750 Penalty: 2483.960938
	Iteration 15Q: 3 clusters Score -444675.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -444678.531250 Penalty: 2483.960938
	Iteration 16Q: 3 clusters Score -444678.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -444680.812500 Penalty: 2483.960938
	Iteration 17Q: 3 clusters Score -444680.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -444681.968750 Penalty: 2483.960938
	Iteration 18Q: 3 clusters Score -444682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -444682.406250 Penalty: 2483.960938
	Iteration 19Q: 3 clusters Score -444682.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -444683.437500 Penalty: 2483.960938
	Iteration 20F: 3 clusters Score -444683.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Entering Unmasked Estep 
Score: -61524.089844 Penalty: 951.614990
	Iteration 0F: 2 clusters Score -61524.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -60536.347656 Penalty: 1903.229980
	Iteration 0F: 3 clusters Score -60536.35 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -60740.910156 Penalty: 1903.229980
	Iteration 1F: 3 clusters Score -60740.91 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -60795.886719 Penalty: 1903.229980
	Iteration 2F: 3 clusters Score -60795.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -60808.316406 Penalty: 1903.229980
	Iteration 3Q: 3 clusters Score -60808.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -60813.656250 Penalty: 1903.229980
	Iteration 4Q: 3 clusters Score -60813.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -60814.296875 Penalty: 1903.229980
	Iteration 5Q: 3 clusters Score -60814.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -60817.058594 Penalty: 1903.229980
	Iteration 6Q: 3 clusters Score -60817.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -60817.058594 Penalty: 1903.229980
	Iteration 7F: 3 clusters Score -60817.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (7637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Entering Unmasked Estep 
Score: -750791.875000 Penalty: 1330.385010
	Iteration 0F: 2 clusters Score -750791.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -745537.875000 Penalty: 2660.770020
	Iteration 0F: 3 clusters Score -745537.9 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -747213.750000 Penalty: 2660.770020
	Iteration 1F: 3 clusters Score -747213.8 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -747482.875000 Penalty: 2660.770020
	Iteration 2F: 3 clusters Score -747482.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -747668.937500 Penalty: 2660.770020
	Iteration 3Q: 3 clusters Score -747668.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -747801.812500 Penalty: 2660.770020
	Iteration 4Q: 3 clusters Score -747801.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -747914.875000 Penalty: 2660.770020
	Iteration 5Q: 3 clusters Score -747914.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -748021.625000 Penalty: 2660.770020
	Iteration 6Q: 3 clusters Score -748021.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -748114.562500 Penalty: 2660.770020
	Iteration 7Q: 3 clusters Score -748114.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -748194.312500 Penalty: 2660.770020
	Iteration 8Q: 3 clusters Score -748194.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -748272.250000 Penalty: 2660.770020
	Iteration 9Q: 3 clusters Score -748272.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -748349.000000 Penalty: 2660.770020
	Iteration 10Q: 3 clusters Score -748349 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -748418.875000 Penalty: 2660.770020
	Iteration 11Q: 3 clusters Score -748418.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -748490.750000 Penalty: 2660.770020
	Iteration 12Q: 3 clusters Score -748490.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -748554.750000 Penalty: 2660.770020
	Iteration 13Q: 3 clusters Score -748554.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -748621.562500 Penalty: 2660.770020
	Iteration 14Q: 3 clusters Score -748621.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -748699.500000 Penalty: 2660.770020
	Iteration 15Q: 3 clusters Score -748699.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -748784.937500 Penalty: 2660.770020
	Iteration 16Q: 3 clusters Score -748784.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -748873.937500 Penalty: 2660.770020
	Iteration 17Q: 3 clusters Score -748873.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -748976.250000 Penalty: 2660.770020
	Iteration 18Q: 3 clusters Score -748976.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -749087.375000 Penalty: 2660.770020
	Iteration 19Q: 3 clusters Score -749087.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -749221.062500 Penalty: 2660.770020
	Iteration 20F: 3 clusters Score -749221.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -749366.187500 Penalty: 2660.770020
	Iteration 21Q: 3 clusters Score -749366.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -749530.125000 Penalty: 2660.770020
	Iteration 22Q: 3 clusters Score -749530.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -749691.687500 Penalty: 2660.770020
	Iteration 23Q: 3 clusters Score -749691.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -749833.187500 Penalty: 2660.770020
	Iteration 24Q: 3 clusters Score -749833.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -749946.437500 Penalty: 2660.770020
	Iteration 25Q: 3 clusters Score -749946.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -750050.500000 Penalty: 2660.770020
	Iteration 26Q: 3 clusters Score -750050.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -750112.937500 Penalty: 2660.770020
	Iteration 27Q: 3 clusters Score -750112.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -750158.812500 Penalty: 2660.770020
	Iteration 28Q: 3 clusters Score -750158.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -750200.125000 Penalty: 2660.770020
	Iteration 29Q: 3 clusters Score -750200.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -750233.875000 Penalty: 2660.770020
	Iteration 30Q: 3 clusters Score -750233.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -750246.687500 Penalty: 2660.770020
	Iteration 31Q: 3 clusters Score -750246.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -750258.437500 Penalty: 2660.770020
	Iteration 32Q: 3 clusters Score -750258.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -750273.125000 Penalty: 2660.770020
	Iteration 33Q: 3 clusters Score -750273.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -750284.125000 Penalty: 2660.770020
	Iteration 34Q: 3 clusters Score -750284.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -750288.875000 Penalty: 2660.770020
	Iteration 35Q: 3 clusters Score -750288.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -750294.500000 Penalty: 2660.770020
	Iteration 36Q: 3 clusters Score -750294.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -750300.437500 Penalty: 2660.770020
	Iteration 37Q: 3 clusters Score -750300.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -750303.937500 Penalty: 2660.770020
	Iteration 38Q: 3 clusters Score -750303.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -750305.125000 Penalty: 2660.770020
	Iteration 39Q: 3 clusters Score -750305.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -750308.062500 Penalty: 2660.770020
	Iteration 40F: 3 clusters Score -750308.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -750310.125000 Penalty: 2660.770020
	Iteration 41Q: 3 clusters Score -750310.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -750310.312500 Penalty: 2660.770020
	Iteration 42Q: 3 clusters Score -750310.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -750310.312500 Penalty: 2660.770020
	Iteration 43F: 3 clusters Score -750310.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (14885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Entering Unmasked Estep 
Score: -1561434.375000 Penalty: 1429.686768
	Iteration 0F: 2 clusters Score -1561434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1551567.875000 Penalty: 2859.373535
	Iteration 0F: 3 clusters Score -1551568 nChanged 6408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1554991.875000 Penalty: 2859.373535
	Iteration 1F: 3 clusters Score -1554992 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1555452.125000 Penalty: 2859.373535
	Iteration 2F: 3 clusters Score -1555452 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1555845.625000 Penalty: 2859.373535
	Iteration 3F: 3 clusters Score -1555846 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1556192.625000 Penalty: 2859.373535
	Iteration 4Q: 3 clusters Score -1556193 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1556482.625000 Penalty: 2859.373535
	Iteration 5Q: 3 clusters Score -1556483 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1556722.250000 Penalty: 2859.373535
	Iteration 6Q: 3 clusters Score -1556722 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1556928.125000 Penalty: 2859.373535
	Iteration 7Q: 3 clusters Score -1556928 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1557093.500000 Penalty: 2859.373535
	Iteration 8Q: 3 clusters Score -1557094 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1557244.500000 Penalty: 2859.373535
	Iteration 9Q: 3 clusters Score -1557244 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1557419.750000 Penalty: 2859.373535
	Iteration 10Q: 3 clusters Score -1557420 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1557586.250000 Penalty: 2859.373535
	Iteration 11Q: 3 clusters Score -1557586 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1557760.375000 Penalty: 2859.373535
	Iteration 12Q: 3 clusters Score -1557760 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1557926.250000 Penalty: 2859.373535
	Iteration 13Q: 3 clusters Score -1557926 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1558100.125000 Penalty: 2859.373535
	Iteration 14Q: 3 clusters Score -1558100 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1558309.750000 Penalty: 2859.373535
	Iteration 15Q: 3 clusters Score -1558310 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1558568.625000 Penalty: 2859.373535
	Iteration 16Q: 3 clusters Score -1558569 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1558831.125000 Penalty: 2859.373535
	Iteration 17Q: 3 clusters Score -1558831 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1559087.375000 Penalty: 2859.373535
	Iteration 18Q: 3 clusters Score -1559087 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1559329.125000 Penalty: 2859.373535
	Iteration 19Q: 3 clusters Score -1559329 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1559516.375000 Penalty: 2859.373535
	Iteration 20F: 3 clusters Score -1559516 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1559670.625000 Penalty: 2859.373535
	Iteration 21Q: 3 clusters Score -1559671 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1559797.625000 Penalty: 2859.373535
	Iteration 22Q: 3 clusters Score -1559798 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1559929.750000 Penalty: 2859.373535
	Iteration 23Q: 3 clusters Score -1559930 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1560039.500000 Penalty: 2859.373535
	Iteration 24Q: 3 clusters Score -1560040 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1560140.875000 Penalty: 2859.373535
	Iteration 25Q: 3 clusters Score -1560141 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1560199.625000 Penalty: 2859.373535
	Iteration 26Q: 3 clusters Score -1560200 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1560260.125000 Penalty: 2859.373535
	Iteration 27Q: 3 clusters Score -1560260 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1560297.375000 Penalty: 2859.373535
	Iteration 28Q: 3 clusters Score -1560297 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1560336.125000 Penalty: 2859.373535
	Iteration 29Q: 3 clusters Score -1560336 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1560362.250000 Penalty: 2859.373535
	Iteration 30Q: 3 clusters Score -1560362 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1560378.750000 Penalty: 2859.373535
	Iteration 31Q: 3 clusters Score -1560379 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1560398.750000 Penalty: 2859.373535
	Iteration 32Q: 3 clusters Score -1560399 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1560413.875000 Penalty: 2859.373535
	Iteration 33Q: 3 clusters Score -1560414 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1560424.250000 Penalty: 2859.373535
	Iteration 34Q: 3 clusters Score -1560424 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1560434.125000 Penalty: 2859.373535
	Iteration 35Q: 3 clusters Score -1560434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1560438.500000 Penalty: 2859.373535
	Iteration 36Q: 3 clusters Score -1560438 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1560446.375000 Penalty: 2859.373535
	Iteration 37Q: 3 clusters Score -1560446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1560449.000000 Penalty: 2859.373535
	Iteration 38Q: 3 clusters Score -1560449 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1560453.125000 Penalty: 2859.373535
	Iteration 39Q: 3 clusters Score -1560453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1560457.250000 Penalty: 2859.373535
	Iteration 40F: 3 clusters Score -1560457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1560461.750000 Penalty: 2859.373535
	Iteration 41Q: 3 clusters Score -1560462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1560466.125000 Penalty: 2859.373535
	Iteration 42Q: 3 clusters Score -1560466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1560469.250000 Penalty: 2859.373535
	Iteration 43Q: 3 clusters Score -1560469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1560471.875000 Penalty: 2859.373535
	Iteration 44Q: 3 clusters Score -1560472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1560476.875000 Penalty: 2859.373535
	Iteration 45Q: 3 clusters Score -1560477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1560478.125000 Penalty: 2859.373535
	Iteration 46Q: 3 clusters Score -1560478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1560481.375000 Penalty: 2859.373535
	Iteration 47Q: 3 clusters Score -1560481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1560481.250000 Penalty: 2859.373535
	Iteration 48Q: 3 clusters Score -1560481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1560484.500000 Penalty: 2859.373535
	Iteration 49Q: 3 clusters Score -1560484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1560484.875000 Penalty: 2859.373535
	Iteration 50Q: 3 clusters Score -1560485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1560484.875000 Penalty: 2859.373535
	Iteration 51F: 3 clusters Score -1560485 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (4148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Entering Unmasked Estep 
Score: -403854.781250 Penalty: 1239.560791
	Iteration 0F: 2 clusters Score -403854.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -400690.437500 Penalty: 2479.121582
	Iteration 0F: 3 clusters Score -400690.4 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -401583.187500 Penalty: 2479.121582
	Iteration 1F: 3 clusters Score -401583.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -401752.000000 Penalty: 2479.121582
	Iteration 2F: 3 clusters Score -401752 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -401868.343750 Penalty: 2479.121582
	Iteration 3Q: 3 clusters Score -401868.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -401935.093750 Penalty: 2479.121582
	Iteration 4Q: 3 clusters Score -401935.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -401980.750000 Penalty: 2479.121582
	Iteration 5Q: 3 clusters Score -401980.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -402016.343750 Penalty: 2479.121582
	Iteration 6Q: 3 clusters Score -402016.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -402052.718750 Penalty: 2479.121582
	Iteration 7Q: 3 clusters Score -402052.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -402084.218750 Penalty: 2479.121582
	Iteration 8Q: 3 clusters Score -402084.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -402119.093750 Penalty: 2479.121582
	Iteration 9Q: 3 clusters Score -402119.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -402148.093750 Penalty: 2479.121582
	Iteration 10Q: 3 clusters Score -402148.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -402177.625000 Penalty: 2479.121582
	Iteration 11Q: 3 clusters Score -402177.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -402213.531250 Penalty: 2479.121582
	Iteration 12Q: 3 clusters Score -402213.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -402243.031250 Penalty: 2479.121582
	Iteration 13Q: 3 clusters Score -402243 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -402265.000000 Penalty: 2479.121582
	Iteration 14Q: 3 clusters Score -402265 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -402282.656250 Penalty: 2479.121582
	Iteration 15Q: 3 clusters Score -402282.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -402292.375000 Penalty: 2479.121582
	Iteration 16Q: 3 clusters Score -402292.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -402308.312500 Penalty: 2479.121582
	Iteration 17Q: 3 clusters Score -402308.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -402323.343750 Penalty: 2479.121582
	Iteration 18Q: 3 clusters Score -402323.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -402340.031250 Penalty: 2479.121582
	Iteration 19Q: 3 clusters Score -402340 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -402352.500000 Penalty: 2479.121582
	Iteration 20F: 3 clusters Score -402352.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -402363.593750 Penalty: 2479.121582
	Iteration 21Q: 3 clusters Score -402363.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -402379.843750 Penalty: 2479.121582
	Iteration 22Q: 3 clusters Score -402379.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -402391.593750 Penalty: 2479.121582
	Iteration 23Q: 3 clusters Score -402391.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -402400.562500 Penalty: 2479.121582
	Iteration 24Q: 3 clusters Score -402400.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -402411.187500 Penalty: 2479.121582
	Iteration 25Q: 3 clusters Score -402411.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -402417.781250 Penalty: 2479.121582
	Iteration 26Q: 3 clusters Score -402417.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -402427.312500 Penalty: 2479.121582
	Iteration 27Q: 3 clusters Score -402427.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -402436.406250 Penalty: 2479.121582
	Iteration 28Q: 3 clusters Score -402436.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -402445.250000 Penalty: 2479.121582
	Iteration 29Q: 3 clusters Score -402445.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -402453.843750 Penalty: 2479.121582
	Iteration 30Q: 3 clusters Score -402453.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -402457.812500 Penalty: 2479.121582
	Iteration 31Q: 3 clusters Score -402457.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -402461.687500 Penalty: 2479.121582
	Iteration 32Q: 3 clusters Score -402461.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -402465.625000 Penalty: 2479.121582
	Iteration 33Q: 3 clusters Score -402465.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -402469.375000 Penalty: 2479.121582
	Iteration 34Q: 3 clusters Score -402469.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -402472.968750 Penalty: 2479.121582
	Iteration 35Q: 3 clusters Score -402473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -402474.562500 Penalty: 2479.121582
	Iteration 36Q: 3 clusters Score -402474.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -402477.718750 Penalty: 2479.121582
	Iteration 37Q: 3 clusters Score -402477.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -402479.031250 Penalty: 2479.121582
	Iteration 38Q: 3 clusters Score -402479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -402480.093750 Penalty: 2479.121582
	Iteration 39Q: 3 clusters Score -402480.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -402480.875000 Penalty: 2479.121582
	Iteration 40F: 3 clusters Score -402480.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -402482.937500 Penalty: 2479.121582
	Iteration 41Q: 3 clusters Score -402482.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -402487.218750 Penalty: 2479.121582
	Iteration 42Q: 3 clusters Score -402487.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -402492.875000 Penalty: 2479.121582
	Iteration 43Q: 3 clusters Score -402492.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -402499.718750 Penalty: 2479.121582
	Iteration 44Q: 3 clusters Score -402499.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -402506.468750 Penalty: 2479.121582
	Iteration 45Q: 3 clusters Score -402506.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -402510.937500 Penalty: 2479.121582
	Iteration 46Q: 3 clusters Score -402510.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -402513.437500 Penalty: 2479.121582
	Iteration 47Q: 3 clusters Score -402513.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -402515.125000 Penalty: 2479.121582
	Iteration 48Q: 3 clusters Score -402515.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -402515.875000 Penalty: 2479.121582
	Iteration 49Q: 3 clusters Score -402515.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -402518.781250 Penalty: 2479.121582
	Iteration 50Q: 3 clusters Score -402518.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -402520.781250 Penalty: 2479.121582
	Iteration 51Q: 3 clusters Score -402520.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -402520.718750 Penalty: 2479.121582
	Iteration 52Q: 3 clusters Score -402520.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -402520.718750 Penalty: 2479.121582
	Iteration 53F: 3 clusters Score -402520.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (4580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Entering Unmasked Estep 
Score: -416303.718750 Penalty: 1254.302734
	Iteration 0F: 2 clusters Score -416303.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -412864.906250 Penalty: 2508.605469
	Iteration 0F: 3 clusters Score -412864.9 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -414080.031250 Penalty: 2508.605469
	Iteration 1F: 3 clusters Score -414080 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -414423.281250 Penalty: 2508.605469
	Iteration 2F: 3 clusters Score -414423.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -414669.968750 Penalty: 2508.605469
	Iteration 3F: 3 clusters Score -414670 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -414905.687500 Penalty: 2508.605469
	Iteration 4F: 3 clusters Score -414905.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -415116.875000 Penalty: 2508.605469
	Iteration 5F: 3 clusters Score -415116.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -415316.187500 Penalty: 2508.605469
	Iteration 6Q: 3 clusters Score -415316.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -415503.968750 Penalty: 2508.605469
	Iteration 7Q: 3 clusters Score -415504 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -415674.312500 Penalty: 2508.605469
	Iteration 8Q: 3 clusters Score -415674.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -415836.187500 Penalty: 2508.605469
	Iteration 9Q: 3 clusters Score -415836.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -416037.781250 Penalty: 2508.605469
	Iteration 10Q: 3 clusters Score -416037.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -416227.906250 Penalty: 2508.605469
	Iteration 11Q: 3 clusters Score -416227.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -416385.125000 Penalty: 2508.605469
	Iteration 12Q: 3 clusters Score -416385.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -416494.906250 Penalty: 2508.605469
	Iteration 13Q: 3 clusters Score -416494.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -416579.625000 Penalty: 2508.605469
	Iteration 14Q: 3 clusters Score -416579.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -416654.281250 Penalty: 2508.605469
	Iteration 15Q: 3 clusters Score -416654.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -416756.937500 Penalty: 2508.605469
	Iteration 16Q: 3 clusters Score -416756.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -416830.781250 Penalty: 2508.605469
	Iteration 17Q: 3 clusters Score -416830.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -416873.562500 Penalty: 2508.605469
	Iteration 18Q: 3 clusters Score -416873.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -416893.812500 Penalty: 2508.605469
	Iteration 19Q: 3 clusters Score -416893.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -416908.312500 Penalty: 2508.605469
	Iteration 20F: 3 clusters Score -416908.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -416925.781250 Penalty: 2508.605469
	Iteration 21Q: 3 clusters Score -416925.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -416951.968750 Penalty: 2508.605469
	Iteration 22Q: 3 clusters Score -416952 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -416976.593750 Penalty: 2508.605469
	Iteration 23Q: 3 clusters Score -416976.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -416985.531250 Penalty: 2508.605469
	Iteration 24Q: 3 clusters Score -416985.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -416986.406250 Penalty: 2508.605469
	Iteration 25Q: 3 clusters Score -416986.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -416986.625000 Penalty: 2508.605469
	Iteration 26Q: 3 clusters Score -416986.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -416988.156250 Penalty: 2508.605469
	Iteration 27Q: 3 clusters Score -416988.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -416989.843750 Penalty: 2508.605469
	Iteration 28Q: 3 clusters Score -416989.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -416990.656250 Penalty: 2508.605469
	Iteration 29Q: 3 clusters Score -416990.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -416991.781250 Penalty: 2508.605469
	Iteration 30Q: 3 clusters Score -416991.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -416992.968750 Penalty: 2508.605469
	Iteration 31Q: 3 clusters Score -416993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -416992.406250 Penalty: 2508.605469
	Iteration 32Q: 3 clusters Score -416992.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -416993.187500 Penalty: 2508.605469
	Iteration 33Q: 3 clusters Score -416993.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -416993.187500 Penalty: 2508.605469
	Iteration 34F: 3 clusters Score -416993.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 56321 members 
Mstep: Class 2 contains 712 members 
Mstep: Class 3 contains 50502 members 
Mstep: Class 4 contains 11101 members 
Mstep: Class 5 contains 118680 members 
Mstep: Class 6 contains 35199 members 
Mstep: Class 7 contains 37040 members 
Mstep: Class 8 contains 3987 members 
Mstep: Class 9 contains 10430 members 
Mstep: Class 10 contains 10848 members 
Mstep: Class 11 contains 7133 members 
Mstep: Class 12 contains 27295 members 
Mstep: Class 13 contains 4005 members 
Mstep: Class 14 contains 4251 members 
Mstep: Class 15 contains 2800 members 
Mstep: Class 16 contains 29170 members 
Mstep: Class 17 contains 36384 members 
Mstep: Class 18 contains 11080 members 
Mstep: Class 19 contains 7064 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 35803 members 
Mstep: Class 22 contains 5565 members 
Mstep: Class 23 contains 4537 members 
Mstep: Class 24 contains 6390 members 
Mstep: Class 25 contains 14567 members 
Mstep: Class 26 contains 3728 members 
Mstep: Class 27 contains 18409 members 
Mstep: Class 28 contains 11885 members 
Mstep: Class 29 contains 16285 members 
Mstep: Class 30 contains 16104 members 
Mstep: Class 31 contains 9397 members 
Mstep: Class 32 contains 107205 members 
Mstep: Class 33 contains 17841 members 
Mstep: Class 34 contains 8879 members 
Mstep: Class 35 contains 34656 members 
Mstep: Class 36 contains 2373 members 
Mstep: Class 37 contains 39955 members 
Mstep: Class 38 contains 14390 members 
Mstep: Class 39 contains 17452 members 
Mstep: Class 40 contains 4216 members 
Mstep: Class 41 contains 599 members 
Mstep: Class 42 contains 7637 members 
Mstep: Class 43 contains 14885 members 
Mstep: Class 44 contains 4148 members 
Mstep: Class 45 contains 1295 members 
Mstep: Class 46 contains 1591 members 
Mstep: Class 47 contains 11717 members 
Mstep: Class 48 contains 196 members 
Mstep: Class 49 contains 3285 members 
Entering Unmasked Estep 
Score: -88103720.000000 Penalty: 99961.906250
Splitting cluster 45 changes total score from -88071040.000000 to -88103720.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 46 (1591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Entering Unmasked Estep 
Score: -161776.359375 Penalty: 1096.971191
	Iteration 0F: 2 clusters Score -161776.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -160130.093750 Penalty: 2193.942383
	Iteration 0F: 3 clusters Score -160130.1 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -160532.546875 Penalty: 2193.942383
	Iteration 1F: 3 clusters Score -160532.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -160645.718750 Penalty: 2193.942383
	Iteration 2F: 3 clusters Score -160645.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -160701.187500 Penalty: 2193.942383
	Iteration 3Q: 3 clusters Score -160701.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -160731.859375 Penalty: 2193.942383
	Iteration 4Q: 3 clusters Score -160731.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -160749.218750 Penalty: 2193.942383
	Iteration 5Q: 3 clusters Score -160749.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -160758.265625 Penalty: 2193.942383
	Iteration 6Q: 3 clusters Score -160758.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -160770.437500 Penalty: 2193.942383
	Iteration 7Q: 3 clusters Score -160770.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -160778.984375 Penalty: 2193.942383
	Iteration 8Q: 3 clusters Score -160779 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -160785.906250 Penalty: 2193.942383
	Iteration 9Q: 3 clusters Score -160785.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -160794.640625 Penalty: 2193.942383
	Iteration 10Q: 3 clusters Score -160794.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -160800.546875 Penalty: 2193.942383
	Iteration 11Q: 3 clusters Score -160800.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -160805.796875 Penalty: 2193.942383
	Iteration 12Q: 3 clusters Score -160805.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -160807.906250 Penalty: 2193.942383
	Iteration 13Q: 3 clusters Score -160807.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -160810.093750 Penalty: 2193.942383
	Iteration 14Q: 3 clusters Score -160810.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -160813.625000 Penalty: 2193.942383
	Iteration 15Q: 3 clusters Score -160813.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -160815.031250 Penalty: 2193.942383
	Iteration 16Q: 3 clusters Score -160815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -160816.218750 Penalty: 2193.942383
	Iteration 17Q: 3 clusters Score -160816.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -160817.375000 Penalty: 2193.942383
	Iteration 18Q: 3 clusters Score -160817.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -160819.281250 Penalty: 2193.942383
	Iteration 19Q: 3 clusters Score -160819.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -160819.281250 Penalty: 2193.942383
	Iteration 20F: 3 clusters Score -160819.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 56321 members 
Mstep: Class 2 contains 712 members 
Mstep: Class 3 contains 50502 members 
Mstep: Class 4 contains 11101 members 
Mstep: Class 5 contains 118680 members 
Mstep: Class 6 contains 35199 members 
Mstep: Class 7 contains 37040 members 
Mstep: Class 8 contains 3987 members 
Mstep: Class 9 contains 10430 members 
Mstep: Class 10 contains 10848 members 
Mstep: Class 11 contains 7133 members 
Mstep: Class 12 contains 27295 members 
Mstep: Class 13 contains 4005 members 
Mstep: Class 14 contains 4251 members 
Mstep: Class 15 contains 2800 members 
Mstep: Class 16 contains 29170 members 
Mstep: Class 17 contains 36384 members 
Mstep: Class 18 contains 11080 members 
Mstep: Class 19 contains 7064 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 35803 members 
Mstep: Class 22 contains 5565 members 
Mstep: Class 23 contains 4537 members 
Mstep: Class 24 contains 6390 members 
Mstep: Class 25 contains 14567 members 
Mstep: Class 26 contains 3728 members 
Mstep: Class 27 contains 18409 members 
Mstep: Class 28 contains 11885 members 
Mstep: Class 29 contains 16285 members 
Mstep: Class 30 contains 16104 members 
Mstep: Class 31 contains 9397 members 
Mstep: Class 32 contains 107205 members 
Mstep: Class 33 contains 17841 members 
Mstep: Class 34 contains 8879 members 
Mstep: Class 35 contains 34656 members 
Mstep: Class 36 contains 2373 members 
Mstep: Class 37 contains 39955 members 
Mstep: Class 38 contains 14390 members 
Mstep: Class 39 contains 17452 members 
Mstep: Class 40 contains 4216 members 
Mstep: Class 41 contains 599 members 
Mstep: Class 42 contains 7637 members 
Mstep: Class 43 contains 14885 members 
Mstep: Class 44 contains 4148 members 
Mstep: Class 45 contains 1295 members 
Mstep: Class 46 contains 1591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88112168.000000 Penalty: 99961.906250
Iteration 119Q: 50 clusters Score -8.811217e+07 nChanged 5940
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 56387 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 50528 members 
Mstep: Class 4 contains 10980 members 
Mstep: Class 5 contains 117975 members 
Mstep: Class 6 contains 35271 members 
Mstep: Class 7 contains 36988 members 
Mstep: Class 8 contains 3983 members 
Mstep: Class 9 contains 10440 members 
Mstep: Class 10 contains 10841 members 
Mstep: Class 11 contains 7111 members 
Mstep: Class 12 contains 26566 members 
Mstep: Class 13 contains 4009 members 
Mstep: Class 14 contains 4237 members 
Mstep: Class 15 contains 2819 members 
Mstep: Class 16 contains 31099 members 
Mstep: Class 17 contains 36395 members 
Mstep: Class 18 contains 11119 members 
Mstep: Class 19 contains 7070 members 
Mstep: Class 20 contains 893 members 
Mstep: Class 21 contains 35864 members 
Mstep: Class 22 contains 5548 members 
Mstep: Class 23 contains 4545 members 
Mstep: Class 24 contains 6404 members 
Mstep: Class 25 contains 14574 members 
Mstep: Class 26 contains 3728 members 
Mstep: Class 27 contains 18254 members 
Mstep: Class 28 contains 11744 members 
Mstep: Class 29 contains 16234 members 
Mstep: Class 30 contains 16142 members 
Mstep: Class 31 contains 9660 members 
Mstep: Class 32 contains 107143 members 
Mstep: Class 33 contains 17867 members 
Mstep: Class 34 contains 8881 members 
Mstep: Class 35 contains 34694 members 
Mstep: Class 36 contains 2364 members 
Mstep: Class 37 contains 39414 members 
Mstep: Class 38 contains 14411 members 
Mstep: Class 39 contains 17497 members 
Mstep: Class 40 contains 4333 members 
Mstep: Class 41 contains 599 members 
Mstep: Class 42 contains 7672 members 
Mstep: Class 43 contains 14935 members 
Mstep: Class 44 contains 4151 members 
Mstep: Class 45 contains 1447 members 
Mstep: Class 46 contains 1609 members 
Mstep: Class 47 contains 11297 members 
Mstep: Class 48 contains 207 members 
Mstep: Class 49 contains 3127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88118928.000000 Penalty: 99961.906250
Iteration 120F: 50 clusters Score -8.811893e+07 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 56421 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 50331 members 
Mstep: Class 4 contains 10890 members 
Mstep: Class 5 contains 117356 members 
Mstep: Class 6 contains 35338 members 
Mstep: Class 7 contains 36866 members 
Mstep: Class 8 contains 3980 members 
Mstep: Class 9 contains 10441 members 
Mstep: Class 10 contains 10848 members 
Mstep: Class 11 contains 7079 members 
Mstep: Class 12 contains 26072 members 
Mstep: Class 13 contains 4005 members 
Mstep: Class 14 contains 4225 members 
Mstep: Class 15 contains 2812 members 
Mstep: Class 16 contains 32650 members 
Mstep: Class 17 contains 36387 members 
Mstep: Class 18 contains 11118 members 
Mstep: Class 19 contains 7067 members 
Mstep: Class 20 contains 979 members 
Mstep: Class 21 contains 35888 members 
Mstep: Class 22 contains 5507 members 
Mstep: Class 23 contains 4522 members 
Mstep: Class 24 contains 6400 members 
Mstep: Class 25 contains 14571 members 
Mstep: Class 26 contains 3730 members 
Mstep: Class 27 contains 18155 members 
Mstep: Class 28 contains 11450 members 
Mstep: Class 29 contains 16191 members 
Mstep: Class 30 contains 16128 members 
Mstep: Class 31 contains 9705 members 
Mstep: Class 32 contains 107075 members 
Mstep: Class 33 contains 17864 members 
Mstep: Class 34 contains 8875 members 
Mstep: Class 35 contains 34781 members 
Mstep: Class 36 contains 2333 members 
Mstep: Class 37 contains 38959 members 
Mstep: Class 38 contains 14434 members 
Mstep: Class 39 contains 17490 members 
Mstep: Class 40 contains 4439 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 7686 members 
Mstep: Class 43 contains 14930 members 
Mstep: Class 44 contains 4158 members 
Mstep: Class 45 contains 1577 members 
Mstep: Class 46 contains 1602 members 
Mstep: Class 47 contains 11499 members 
Mstep: Class 48 contains 236 members 
Mstep: Class 49 contains 3412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88119992.000000 Penalty: 99961.906250
Iteration 121Q: 50 clusters Score -8.811999e+07 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 56434 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 50201 members 
Mstep: Class 4 contains 10822 members 
Mstep: Class 5 contains 116808 members 
Mstep: Class 6 contains 35422 members 
Mstep: Class 7 contains 36813 members 
Mstep: Class 8 contains 3976 members 
Mstep: Class 9 contains 10442 members 
Mstep: Class 10 contains 10868 members 
Mstep: Class 11 contains 7077 members 
Mstep: Class 12 contains 25741 members 
Mstep: Class 13 contains 4006 members 
Mstep: Class 14 contains 4224 members 
Mstep: Class 15 contains 2813 members 
Mstep: Class 16 contains 33775 members 
Mstep: Class 17 contains 36376 members 
Mstep: Class 18 contains 11120 members 
Mstep: Class 19 contains 7069 members 
Mstep: Class 20 contains 1038 members 
Mstep: Class 21 contains 35920 members 
Mstep: Class 22 contains 5478 members 
Mstep: Class 23 contains 4512 members 
Mstep: Class 24 contains 6401 members 
Mstep: Class 25 contains 14574 members 
Mstep: Class 26 contains 3730 members 
Mstep: Class 27 contains 18104 members 
Mstep: Class 28 contains 11259 members 
Mstep: Class 29 contains 16137 members 
Mstep: Class 30 contains 16125 members 
Mstep: Class 31 contains 9716 members 
Mstep: Class 32 contains 107015 members 
Mstep: Class 33 contains 17867 members 
Mstep: Class 34 contains 8871 members 
Mstep: Class 35 contains 34880 members 
Mstep: Class 36 contains 2322 members 
Mstep: Class 37 contains 38603 members 
Mstep: Class 38 contains 14461 members 
Mstep: Class 39 contains 17498 members 
Mstep: Class 40 contains 4535 members 
Mstep: Class 41 contains 596 members 
Mstep: Class 42 contains 7699 members 
Mstep: Class 43 contains 14929 members 
Mstep: Class 44 contains 4161 members 
Mstep: Class 45 contains 1680 members 
Mstep: Class 46 contains 1599 members 
Mstep: Class 47 contains 11553 members 
Mstep: Class 48 contains 237 members 
Mstep: Class 49 contains 3574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88121168.000000 Penalty: 99961.906250
Iteration 122Q: 50 clusters Score -8.812117e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 56418 members 
Mstep: Class 2 contains 704 members 
Mstep: Class 3 contains 50118 members 
Mstep: Class 4 contains 10778 members 
Mstep: Class 5 contains 116302 members 
Mstep: Class 6 contains 35501 members 
Mstep: Class 7 contains 36799 members 
Mstep: Class 8 contains 3967 members 
Mstep: Class 9 contains 10441 members 
Mstep: Class 10 contains 10907 members 
Mstep: Class 11 contains 7078 members 
Mstep: Class 12 contains 25501 members 
Mstep: Class 13 contains 4005 members 
Mstep: Class 14 contains 4226 members 
Mstep: Class 15 contains 2815 members 
Mstep: Class 16 contains 34593 members 
Mstep: Class 17 contains 36366 members 
Mstep: Class 18 contains 11120 members 
Mstep: Class 19 contains 7088 members 
Mstep: Class 20 contains 1089 members 
Mstep: Class 21 contains 35962 members 
Mstep: Class 22 contains 5444 members 
Mstep: Class 23 contains 4517 members 
Mstep: Class 24 contains 6401 members 
Mstep: Class 25 contains 14574 members 
Mstep: Class 26 contains 3733 members 
Mstep: Class 27 contains 18098 members 
Mstep: Class 28 contains 11119 members 
Mstep: Class 29 contains 16089 members 
Mstep: Class 30 contains 16122 members 
Mstep: Class 31 contains 9720 members 
Mstep: Class 32 contains 106964 members 
Mstep: Class 33 contains 17869 members 
Mstep: Class 34 contains 8869 members 
Mstep: Class 35 contains 34973 members 
Mstep: Class 36 contains 2303 members 
Mstep: Class 37 contains 38347 members 
Mstep: Class 38 contains 14489 members 
Mstep: Class 39 contains 17500 members 
Mstep: Class 40 contains 4621 members 
Mstep: Class 41 contains 597 members 
Mstep: Class 42 contains 7721 members 
Mstep: Class 43 contains 14928 members 
Mstep: Class 44 contains 4162 members 
Mstep: Class 45 contains 1756 members 
Mstep: Class 46 contains 1597 members 
Mstep: Class 47 contains 11578 members 
Mstep: Class 48 contains 235 members 
Mstep: Class 49 contains 3662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88121472.000000 Penalty: 99961.906250
Iteration 123Q: 50 clusters Score -8.812147e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 56393 members 
Mstep: Class 2 contains 703 members 
Mstep: Class 3 contains 50058 members 
Mstep: Class 4 contains 10738 members 
Mstep: Class 5 contains 115839 members 
Mstep: Class 6 contains 35582 members 
Mstep: Class 7 contains 36782 members 
Mstep: Class 8 contains 3957 members 
Mstep: Class 9 contains 10444 members 
Mstep: Class 10 contains 10934 members 
Mstep: Class 11 contains 7083 members 
Mstep: Class 12 contains 25304 members 
Mstep: Class 13 contains 4004 members 
Mstep: Class 14 contains 4224 members 
Mstep: Class 15 contains 2815 members 
Mstep: Class 16 contains 35242 members 
Mstep: Class 17 contains 36357 members 
Mstep: Class 18 contains 11116 members 
Mstep: Class 19 contains 7107 members 
Mstep: Class 20 contains 1138 members 
Mstep: Class 21 contains 36009 members 
Mstep: Class 22 contains 5429 members 
Mstep: Class 23 contains 4516 members 
Mstep: Class 24 contains 6403 members 
Mstep: Class 25 contains 14581 members 
Mstep: Class 26 contains 3733 members 
Mstep: Class 27 contains 18103 members 
Mstep: Class 28 contains 11031 members 
Mstep: Class 29 contains 16024 members 
Mstep: Class 30 contains 16123 members 
Mstep: Class 31 contains 9714 members 
Mstep: Class 32 contains 106908 members 
Mstep: Class 33 contains 17880 members 
Mstep: Class 34 contains 8868 members 
Mstep: Class 35 contains 35074 members 
Mstep: Class 36 contains 2296 members 
Mstep: Class 37 contains 38173 members 
Mstep: Class 38 contains 14500 members 
Mstep: Class 39 contains 17501 members 
Mstep: Class 40 contains 4715 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 7743 members 
Mstep: Class 43 contains 14930 members 
Mstep: Class 44 contains 4155 members 
Mstep: Class 45 contains 1816 members 
Mstep: Class 46 contains 1598 members 
Mstep: Class 47 contains 11589 members 
Mstep: Class 48 contains 232 members 
Mstep: Class 49 contains 3704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88121720.000000 Penalty: 99961.906250
Iteration 124Q: 50 clusters Score -8.812172e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 56393 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 50016 members 
Mstep: Class 4 contains 10701 members 
Mstep: Class 5 contains 115422 members 
Mstep: Class 6 contains 35643 members 
Mstep: Class 7 contains 36796 members 
Mstep: Class 8 contains 3963 members 
Mstep: Class 9 contains 10444 members 
Mstep: Class 10 contains 10978 members 
Mstep: Class 11 contains 7075 members 
Mstep: Class 12 contains 25175 members 
Mstep: Class 13 contains 4003 members 
Mstep: Class 14 contains 4219 members 
Mstep: Class 15 contains 2817 members 
Mstep: Class 16 contains 35750 members 
Mstep: Class 17 contains 36355 members 
Mstep: Class 18 contains 11116 members 
Mstep: Class 19 contains 7105 members 
Mstep: Class 20 contains 1182 members 
Mstep: Class 21 contains 36055 members 
Mstep: Class 22 contains 5403 members 
Mstep: Class 23 contains 4517 members 
Mstep: Class 24 contains 6403 members 
Mstep: Class 25 contains 14585 members 
Mstep: Class 26 contains 3728 members 
Mstep: Class 27 contains 18112 members 
Mstep: Class 28 contains 10962 members 
Mstep: Class 29 contains 15971 members 
Mstep: Class 30 contains 16121 members 
Mstep: Class 31 contains 9708 members 
Mstep: Class 32 contains 106857 members 
Mstep: Class 33 contains 17884 members 
Mstep: Class 34 contains 8867 members 
Mstep: Class 35 contains 35153 members 
Mstep: Class 36 contains 2294 members 
Mstep: Class 37 contains 38032 members 
Mstep: Class 38 contains 14504 members 
Mstep: Class 39 contains 17503 members 
Mstep: Class 40 contains 4790 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 7758 members 
Mstep: Class 43 contains 14934 members 
Mstep: Class 44 contains 4155 members 
Mstep: Class 45 contains 1858 members 
Mstep: Class 46 contains 1599 members 
Mstep: Class 47 contains 11595 members 
Mstep: Class 48 contains 234 members 
Mstep: Class 49 contains 3732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88121952.000000 Penalty: 99961.906250
Iteration 125Q: 50 clusters Score -8.812195e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 56379 members 
Mstep: Class 2 contains 702 members 
Mstep: Class 3 contains 49984 members 
Mstep: Class 4 contains 10680 members 
Mstep: Class 5 contains 115056 members 
Mstep: Class 6 contains 35700 members 
Mstep: Class 7 contains 36810 members 
Mstep: Class 8 contains 3957 members 
Mstep: Class 9 contains 10443 members 
Mstep: Class 10 contains 10999 members 
Mstep: Class 11 contains 7078 members 
Mstep: Class 12 contains 25059 members 
Mstep: Class 13 contains 4002 members 
Mstep: Class 14 contains 4221 members 
Mstep: Class 15 contains 2817 members 
Mstep: Class 16 contains 36143 members 
Mstep: Class 17 contains 36340 members 
Mstep: Class 18 contains 11114 members 
Mstep: Class 19 contains 7117 members 
Mstep: Class 20 contains 1204 members 
Mstep: Class 21 contains 36104 members 
Mstep: Class 22 contains 5369 members 
Mstep: Class 23 contains 4523 members 
Mstep: Class 24 contains 6403 members 
Mstep: Class 25 contains 14585 members 
Mstep: Class 26 contains 3722 members 
Mstep: Class 27 contains 18152 members 
Mstep: Class 28 contains 10896 members 
Mstep: Class 29 contains 15926 members 
Mstep: Class 30 contains 16120 members 
Mstep: Class 31 contains 9702 members 
Mstep: Class 32 contains 106811 members 
Mstep: Class 33 contains 17893 members 
Mstep: Class 34 contains 8865 members 
Mstep: Class 35 contains 35226 members 
Mstep: Class 36 contains 2287 members 
Mstep: Class 37 contains 37911 members 
Mstep: Class 38 contains 14509 members 
Mstep: Class 39 contains 17503 members 
Mstep: Class 40 contains 4877 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 7776 members 
Mstep: Class 43 contains 14937 members 
Mstep: Class 44 contains 4151 members 
Mstep: Class 45 contains 1913 members 
Mstep: Class 46 contains 1601 members 
Mstep: Class 47 contains 11601 members 
Mstep: Class 48 contains 234 members 
Mstep: Class 49 contains 3766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88122184.000000 Penalty: 99961.906250
Iteration 126Q: 50 clusters Score -8.812218e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 56372 members 
Mstep: Class 2 contains 702 members 
Mstep: Class 3 contains 49958 members 
Mstep: Class 4 contains 10658 members 
Mstep: Class 5 contains 114741 members 
Mstep: Class 6 contains 35756 members 
Mstep: Class 7 contains 36823 members 
Mstep: Class 8 contains 3956 members 
Mstep: Class 9 contains 10440 members 
Mstep: Class 10 contains 11023 members 
Mstep: Class 11 contains 7086 members 
Mstep: Class 12 contains 24954 members 
Mstep: Class 13 contains 4001 members 
Mstep: Class 14 contains 4223 members 
Mstep: Class 15 contains 2817 members 
Mstep: Class 16 contains 36456 members 
Mstep: Class 17 contains 36330 members 
Mstep: Class 18 contains 11113 members 
Mstep: Class 19 contains 7125 members 
Mstep: Class 20 contains 1224 members 
Mstep: Class 21 contains 36158 members 
Mstep: Class 22 contains 5319 members 
Mstep: Class 23 contains 4524 members 
Mstep: Class 24 contains 6403 members 
Mstep: Class 25 contains 14584 members 
Mstep: Class 26 contains 3718 members 
Mstep: Class 27 contains 18181 members 
Mstep: Class 28 contains 10832 members 
Mstep: Class 29 contains 15859 members 
Mstep: Class 30 contains 16118 members 
Mstep: Class 31 contains 9696 members 
Mstep: Class 32 contains 106783 members 
Mstep: Class 33 contains 17901 members 
Mstep: Class 34 contains 8859 members 
Mstep: Class 35 contains 35300 members 
Mstep: Class 36 contains 2282 members 
Mstep: Class 37 contains 37843 members 
Mstep: Class 38 contains 14514 members 
Mstep: Class 39 contains 17504 members 
Mstep: Class 40 contains 4965 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 7797 members 
Mstep: Class 43 contains 14939 members 
Mstep: Class 44 contains 4144 members 
Mstep: Class 45 contains 1950 members 
Mstep: Class 46 contains 1606 members 
Mstep: Class 47 contains 11607 members 
Mstep: Class 48 contains 235 members 
Mstep: Class 49 contains 3789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88122480.000000 Penalty: 99961.906250
Iteration 127Q: 50 clusters Score -8.812248e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 56370 members 
Mstep: Class 2 contains 702 members 
Mstep: Class 3 contains 49940 members 
Mstep: Class 4 contains 10635 members 
Mstep: Class 5 contains 114476 members 
Mstep: Class 6 contains 35822 members 
Mstep: Class 7 contains 36797 members 
Mstep: Class 8 contains 3953 members 
Mstep: Class 9 contains 10437 members 
Mstep: Class 10 contains 11085 members 
Mstep: Class 11 contains 7092 members 
Mstep: Class 12 contains 24901 members 
Mstep: Class 13 contains 4001 members 
Mstep: Class 14 contains 4235 members 
Mstep: Class 15 contains 2817 members 
Mstep: Class 16 contains 36661 members 
Mstep: Class 17 contains 36305 members 
Mstep: Class 18 contains 11112 members 
Mstep: Class 19 contains 7137 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 36204 members 
Mstep: Class 22 contains 5295 members 
Mstep: Class 23 contains 4526 members 
Mstep: Class 24 contains 6404 members 
Mstep: Class 25 contains 14587 members 
Mstep: Class 26 contains 3721 members 
Mstep: Class 27 contains 18205 members 
Mstep: Class 28 contains 10766 members 
Mstep: Class 29 contains 15786 members 
Mstep: Class 30 contains 16118 members 
Mstep: Class 31 contains 9687 members 
Mstep: Class 32 contains 106756 members 
Mstep: Class 33 contains 17905 members 
Mstep: Class 34 contains 8855 members 
Mstep: Class 35 contains 35371 members 
Mstep: Class 36 contains 2278 members 
Mstep: Class 37 contains 37788 members 
Mstep: Class 38 contains 14525 members 
Mstep: Class 39 contains 17504 members 
Mstep: Class 40 contains 5033 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 7815 members 
Mstep: Class 43 contains 14940 members 
Mstep: Class 44 contains 4142 members 
Mstep: Class 45 contains 1971 members 
Mstep: Class 46 contains 1608 members 
Mstep: Class 47 contains 11611 members 
Mstep: Class 48 contains 237 members 
Mstep: Class 49 contains 3814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88122680.000000 Penalty: 99961.906250
Iteration 128Q: 50 clusters Score -8.812268e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 56387 members 
Mstep: Class 2 contains 702 members 
Mstep: Class 3 contains 49915 members 
Mstep: Class 4 contains 10626 members 
Mstep: Class 5 contains 114274 members 
Mstep: Class 6 contains 35878 members 
Mstep: Class 7 contains 36780 members 
Mstep: Class 8 contains 3946 members 
Mstep: Class 9 contains 10437 members 
Mstep: Class 10 contains 11129 members 
Mstep: Class 11 contains 7095 members 
Mstep: Class 12 contains 24849 members 
Mstep: Class 13 contains 4001 members 
Mstep: Class 14 contains 4254 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 36831 members 
Mstep: Class 17 contains 36279 members 
Mstep: Class 18 contains 11109 members 
Mstep: Class 19 contains 7140 members 
Mstep: Class 20 contains 1247 members 
Mstep: Class 21 contains 36234 members 
Mstep: Class 22 contains 5277 members 
Mstep: Class 23 contains 4529 members 
Mstep: Class 24 contains 6404 members 
Mstep: Class 25 contains 14592 members 
Mstep: Class 26 contains 3717 members 
Mstep: Class 27 contains 18227 members 
Mstep: Class 28 contains 10705 members 
Mstep: Class 29 contains 15720 members 
Mstep: Class 30 contains 16115 members 
Mstep: Class 31 contains 9676 members 
Mstep: Class 32 contains 106724 members 
Mstep: Class 33 contains 17912 members 
Mstep: Class 34 contains 8857 members 
Mstep: Class 35 contains 35427 members 
Mstep: Class 36 contains 2277 members 
Mstep: Class 37 contains 37719 members 
Mstep: Class 38 contains 14529 members 
Mstep: Class 39 contains 17502 members 
Mstep: Class 40 contains 5107 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 7841 members 
Mstep: Class 43 contains 14942 members 
Mstep: Class 44 contains 4150 members 
Mstep: Class 45 contains 1992 members 
Mstep: Class 46 contains 1610 members 
Mstep: Class 47 contains 11611 members 
Mstep: Class 48 contains 238 members 
Mstep: Class 49 contains 3837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88123032.000000 Penalty: 99961.906250
Iteration 129Q: 50 clusters Score -8.812303e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 56389 members 
Mstep: Class 2 contains 703 members 
Mstep: Class 3 contains 49893 members 
Mstep: Class 4 contains 10617 members 
Mstep: Class 5 contains 114080 members 
Mstep: Class 6 contains 35933 members 
Mstep: Class 7 contains 36737 members 
Mstep: Class 8 contains 3938 members 
Mstep: Class 9 contains 10437 members 
Mstep: Class 10 contains 11207 members 
Mstep: Class 11 contains 7101 members 
Mstep: Class 12 contains 24803 members 
Mstep: Class 13 contains 4001 members 
Mstep: Class 14 contains 4277 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 36974 members 
Mstep: Class 17 contains 36244 members 
Mstep: Class 18 contains 11105 members 
Mstep: Class 19 contains 7147 members 
Mstep: Class 20 contains 1253 members 
Mstep: Class 21 contains 36276 members 
Mstep: Class 22 contains 5260 members 
Mstep: Class 23 contains 4523 members 
Mstep: Class 24 contains 6404 members 
Mstep: Class 25 contains 14597 members 
Mstep: Class 26 contains 3713 members 
Mstep: Class 27 contains 18256 members 
Mstep: Class 28 contains 10657 members 
Mstep: Class 29 contains 15648 members 
Mstep: Class 30 contains 16114 members 
Mstep: Class 31 contains 9665 members 
Mstep: Class 32 contains 106692 members 
Mstep: Class 33 contains 17916 members 
Mstep: Class 34 contains 8861 members 
Mstep: Class 35 contains 35488 members 
Mstep: Class 36 contains 2280 members 
Mstep: Class 37 contains 37676 members 
Mstep: Class 38 contains 14534 members 
Mstep: Class 39 contains 17503 members 
Mstep: Class 40 contains 5171 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 7855 members 
Mstep: Class 43 contains 14944 members 
Mstep: Class 44 contains 4157 members 
Mstep: Class 45 contains 2005 members 
Mstep: Class 46 contains 1613 members 
Mstep: Class 47 contains 11611 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 3853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88123104.000000 Penalty: 99961.906250
Iteration 130Q: 50 clusters Score -8.81231e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 56401 members 
Mstep: Class 2 contains 703 members 
Mstep: Class 3 contains 49876 members 
Mstep: Class 4 contains 10611 members 
Mstep: Class 5 contains 113924 members 
Mstep: Class 6 contains 35977 members 
Mstep: Class 7 contains 36694 members 
Mstep: Class 8 contains 3932 members 
Mstep: Class 9 contains 10438 members 
Mstep: Class 10 contains 11300 members 
Mstep: Class 11 contains 7104 members 
Mstep: Class 12 contains 24790 members 
Mstep: Class 13 contains 4001 members 
Mstep: Class 14 contains 4300 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 37073 members 
Mstep: Class 17 contains 36223 members 
Mstep: Class 18 contains 11106 members 
Mstep: Class 19 contains 7150 members 
Mstep: Class 20 contains 1256 members 
Mstep: Class 21 contains 36311 members 
Mstep: Class 22 contains 5251 members 
Mstep: Class 23 contains 4517 members 
Mstep: Class 24 contains 6404 members 
Mstep: Class 25 contains 14600 members 
Mstep: Class 26 contains 3713 members 
Mstep: Class 27 contains 18277 members 
Mstep: Class 28 contains 10612 members 
Mstep: Class 29 contains 15573 members 
Mstep: Class 30 contains 16116 members 
Mstep: Class 31 contains 9655 members 
Mstep: Class 32 contains 106648 members 
Mstep: Class 33 contains 17916 members 
Mstep: Class 34 contains 8862 members 
Mstep: Class 35 contains 35544 members 
Mstep: Class 36 contains 2283 members 
Mstep: Class 37 contains 37641 members 
Mstep: Class 38 contains 14529 members 
Mstep: Class 39 contains 17504 members 
Mstep: Class 40 contains 5214 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 7864 members 
Mstep: Class 43 contains 14947 members 
Mstep: Class 44 contains 4156 members 
Mstep: Class 45 contains 2024 members 
Mstep: Class 46 contains 1609 members 
Mstep: Class 47 contains 11612 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 3870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88123144.000000 Penalty: 99961.906250
Iteration 131Q: 50 clusters Score -8.812314e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 56407 members 
Mstep: Class 2 contains 703 members 
Mstep: Class 3 contains 49862 members 
Mstep: Class 4 contains 10612 members 
Mstep: Class 5 contains 113760 members 
Mstep: Class 6 contains 36015 members 
Mstep: Class 7 contains 36631 members 
Mstep: Class 8 contains 3924 members 
Mstep: Class 9 contains 10438 members 
Mstep: Class 10 contains 11392 members 
Mstep: Class 11 contains 7112 members 
Mstep: Class 12 contains 24791 members 
Mstep: Class 13 contains 4001 members 
Mstep: Class 14 contains 4326 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 37174 members 
Mstep: Class 17 contains 36202 members 
Mstep: Class 18 contains 11104 members 
Mstep: Class 19 contains 7157 members 
Mstep: Class 20 contains 1262 members 
Mstep: Class 21 contains 36334 members 
Mstep: Class 22 contains 5239 members 
Mstep: Class 23 contains 4511 members 
Mstep: Class 24 contains 6404 members 
Mstep: Class 25 contains 14601 members 
Mstep: Class 26 contains 3711 members 
Mstep: Class 27 contains 18288 members 
Mstep: Class 28 contains 10582 members 
Mstep: Class 29 contains 15514 members 
Mstep: Class 30 contains 16116 members 
Mstep: Class 31 contains 9638 members 
Mstep: Class 32 contains 106619 members 
Mstep: Class 33 contains 17919 members 
Mstep: Class 34 contains 8862 members 
Mstep: Class 35 contains 35601 members 
Mstep: Class 36 contains 2283 members 
Mstep: Class 37 contains 37618 members 
Mstep: Class 38 contains 14533 members 
Mstep: Class 39 contains 17507 members 
Mstep: Class 40 contains 5251 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 7869 members 
Mstep: Class 43 contains 14949 members 
Mstep: Class 44 contains 4156 members 
Mstep: Class 45 contains 2037 members 
Mstep: Class 46 contains 1605 members 
Mstep: Class 47 contains 11612 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 3879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88123416.000000 Penalty: 99961.906250
Iteration 132Q: 50 clusters Score -8.812342e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 56405 members 
Mstep: Class 2 contains 703 members 
Mstep: Class 3 contains 49846 members 
Mstep: Class 4 contains 10599 members 
Mstep: Class 5 contains 113621 members 
Mstep: Class 6 contains 36038 members 
Mstep: Class 7 contains 36548 members 
Mstep: Class 8 contains 3918 members 
Mstep: Class 9 contains 10436 members 
Mstep: Class 10 contains 11472 members 
Mstep: Class 11 contains 7112 members 
Mstep: Class 12 contains 24790 members 
Mstep: Class 13 contains 4001 members 
Mstep: Class 14 contains 4355 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 37256 members 
Mstep: Class 17 contains 36185 members 
Mstep: Class 18 contains 11104 members 
Mstep: Class 19 contains 7166 members 
Mstep: Class 20 contains 1267 members 
Mstep: Class 21 contains 36360 members 
Mstep: Class 22 contains 5221 members 
Mstep: Class 23 contains 4509 members 
Mstep: Class 24 contains 6405 members 
Mstep: Class 25 contains 14605 members 
Mstep: Class 26 contains 3710 members 
Mstep: Class 27 contains 18293 members 
Mstep: Class 28 contains 10562 members 
Mstep: Class 29 contains 15463 members 
Mstep: Class 30 contains 16117 members 
Mstep: Class 31 contains 9625 members 
Mstep: Class 32 contains 106598 members 
Mstep: Class 33 contains 17920 members 
Mstep: Class 34 contains 8862 members 
Mstep: Class 35 contains 35652 members 
Mstep: Class 36 contains 2285 members 
Mstep: Class 37 contains 37600 members 
Mstep: Class 38 contains 14544 members 
Mstep: Class 39 contains 17506 members 
Mstep: Class 40 contains 5298 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 7880 members 
Mstep: Class 43 contains 14949 members 
Mstep: Class 44 contains 4159 members 
Mstep: Class 45 contains 2058 members 
Mstep: Class 46 contains 1603 members 
Mstep: Class 47 contains 11613 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 3892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88123584.000000 Penalty: 99961.906250
Iteration 133Q: 50 clusters Score -8.812358e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 56428 members 
Mstep: Class 2 contains 703 members 
Mstep: Class 3 contains 49846 members 
Mstep: Class 4 contains 10583 members 
Mstep: Class 5 contains 113490 members 
Mstep: Class 6 contains 36060 members 
Mstep: Class 7 contains 36500 members 
Mstep: Class 8 contains 3915 members 
Mstep: Class 9 contains 10433 members 
Mstep: Class 10 contains 11519 members 
Mstep: Class 11 contains 7115 members 
Mstep: Class 12 contains 24775 members 
Mstep: Class 13 contains 4000 members 
Mstep: Class 14 contains 4379 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 37332 members 
Mstep: Class 17 contains 36174 members 
Mstep: Class 18 contains 11103 members 
Mstep: Class 19 contains 7174 members 
Mstep: Class 20 contains 1277 members 
Mstep: Class 21 contains 36382 members 
Mstep: Class 22 contains 5219 members 
Mstep: Class 23 contains 4508 members 
Mstep: Class 24 contains 6405 members 
Mstep: Class 25 contains 14615 members 
Mstep: Class 26 contains 3709 members 
Mstep: Class 27 contains 18296 members 
Mstep: Class 28 contains 10534 members 
Mstep: Class 29 contains 15409 members 
Mstep: Class 30 contains 16115 members 
Mstep: Class 31 contains 9615 members 
Mstep: Class 32 contains 106558 members 
Mstep: Class 33 contains 17930 members 
Mstep: Class 34 contains 8861 members 
Mstep: Class 35 contains 35697 members 
Mstep: Class 36 contains 2284 members 
Mstep: Class 37 contains 37576 members 
Mstep: Class 38 contains 14560 members 
Mstep: Class 39 contains 17509 members 
Mstep: Class 40 contains 5339 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 7886 members 
Mstep: Class 43 contains 14950 members 
Mstep: Class 44 contains 4154 members 
Mstep: Class 45 contains 2074 members 
Mstep: Class 46 contains 1603 members 
Mstep: Class 47 contains 11614 members 
Mstep: Class 48 contains 238 members 
Mstep: Class 49 contains 3904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88123760.000000 Penalty: 99961.906250
Iteration 134Q: 50 clusters Score -8.812376e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 56427 members 
Mstep: Class 2 contains 703 members 
Mstep: Class 3 contains 49836 members 
Mstep: Class 4 contains 10579 members 
Mstep: Class 5 contains 113384 members 
Mstep: Class 6 contains 36084 members 
Mstep: Class 7 contains 36464 members 
Mstep: Class 8 contains 3913 members 
Mstep: Class 9 contains 10435 members 
Mstep: Class 10 contains 11587 members 
Mstep: Class 11 contains 7119 members 
Mstep: Class 12 contains 24740 members 
Mstep: Class 13 contains 4000 members 
Mstep: Class 14 contains 4379 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 37404 members 
Mstep: Class 17 contains 36162 members 
Mstep: Class 18 contains 11102 members 
Mstep: Class 19 contains 7178 members 
Mstep: Class 20 contains 1293 members 
Mstep: Class 21 contains 36396 members 
Mstep: Class 22 contains 5213 members 
Mstep: Class 23 contains 4508 members 
Mstep: Class 24 contains 6405 members 
Mstep: Class 25 contains 14618 members 
Mstep: Class 26 contains 3707 members 
Mstep: Class 27 contains 18304 members 
Mstep: Class 28 contains 10493 members 
Mstep: Class 29 contains 15372 members 
Mstep: Class 30 contains 16115 members 
Mstep: Class 31 contains 9609 members 
Mstep: Class 32 contains 106499 members 
Mstep: Class 33 contains 17930 members 
Mstep: Class 34 contains 8865 members 
Mstep: Class 35 contains 35749 members 
Mstep: Class 36 contains 2286 members 
Mstep: Class 37 contains 37557 members 
Mstep: Class 38 contains 14575 members 
Mstep: Class 39 contains 17509 members 
Mstep: Class 40 contains 5384 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 7895 members 
Mstep: Class 43 contains 14950 members 
Mstep: Class 44 contains 4163 members 
Mstep: Class 45 contains 2093 members 
Mstep: Class 46 contains 1603 members 
Mstep: Class 47 contains 11614 members 
Mstep: Class 48 contains 237 members 
Mstep: Class 49 contains 3912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88123968.000000 Penalty: 99961.906250
Iteration 135Q: 50 clusters Score -8.812397e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 56422 members 
Mstep: Class 2 contains 703 members 
Mstep: Class 3 contains 49828 members 
Mstep: Class 4 contains 10566 members 
Mstep: Class 5 contains 113288 members 
Mstep: Class 6 contains 36117 members 
Mstep: Class 7 contains 36423 members 
Mstep: Class 8 contains 3914 members 
Mstep: Class 9 contains 10437 members 
Mstep: Class 10 contains 11646 members 
Mstep: Class 11 contains 7112 members 
Mstep: Class 12 contains 24727 members 
Mstep: Class 13 contains 4000 members 
Mstep: Class 14 contains 4389 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 37470 members 
Mstep: Class 17 contains 36137 members 
Mstep: Class 18 contains 11101 members 
Mstep: Class 19 contains 7188 members 
Mstep: Class 20 contains 1302 members 
Mstep: Class 21 contains 36412 members 
Mstep: Class 22 contains 5228 members 
Mstep: Class 23 contains 4508 members 
Mstep: Class 24 contains 6405 members 
Mstep: Class 25 contains 14620 members 
Mstep: Class 26 contains 3710 members 
Mstep: Class 27 contains 18309 members 
Mstep: Class 28 contains 10463 members 
Mstep: Class 29 contains 15334 members 
Mstep: Class 30 contains 16112 members 
Mstep: Class 31 contains 9602 members 
Mstep: Class 32 contains 106439 members 
Mstep: Class 33 contains 17931 members 
Mstep: Class 34 contains 8865 members 
Mstep: Class 35 contains 35793 members 
Mstep: Class 36 contains 2283 members 
Mstep: Class 37 contains 37536 members 
Mstep: Class 38 contains 14578 members 
Mstep: Class 39 contains 17509 members 
Mstep: Class 40 contains 5428 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 7902 members 
Mstep: Class 43 contains 14951 members 
Mstep: Class 44 contains 4168 members 
Mstep: Class 45 contains 2120 members 
Mstep: Class 46 contains 1601 members 
Mstep: Class 47 contains 11614 members 
Mstep: Class 48 contains 238 members 
Mstep: Class 49 contains 3921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88123928.000000 Penalty: 99961.906250
Iteration 136Q: 50 clusters Score -8.812393e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 56418 members 
Mstep: Class 2 contains 703 members 
Mstep: Class 3 contains 49825 members 
Mstep: Class 4 contains 10561 members 
Mstep: Class 5 contains 113201 members 
Mstep: Class 6 contains 36149 members 
Mstep: Class 7 contains 36389 members 
Mstep: Class 8 contains 3907 members 
Mstep: Class 9 contains 10436 members 
Mstep: Class 10 contains 11693 members 
Mstep: Class 11 contains 7112 members 
Mstep: Class 12 contains 24714 members 
Mstep: Class 13 contains 4000 members 
Mstep: Class 14 contains 4401 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 37520 members 
Mstep: Class 17 contains 36108 members 
Mstep: Class 18 contains 11101 members 
Mstep: Class 19 contains 7199 members 
Mstep: Class 20 contains 1312 members 
Mstep: Class 21 contains 36430 members 
Mstep: Class 22 contains 5251 members 
Mstep: Class 23 contains 4503 members 
Mstep: Class 24 contains 6406 members 
Mstep: Class 25 contains 14624 members 
Mstep: Class 26 contains 3708 members 
Mstep: Class 27 contains 18316 members 
Mstep: Class 28 contains 10433 members 
Mstep: Class 29 contains 15290 members 
Mstep: Class 30 contains 16112 members 
Mstep: Class 31 contains 9594 members 
Mstep: Class 32 contains 106380 members 
Mstep: Class 33 contains 17930 members 
Mstep: Class 34 contains 8865 members 
Mstep: Class 35 contains 35828 members 
Mstep: Class 36 contains 2282 members 
Mstep: Class 37 contains 37516 members 
Mstep: Class 38 contains 14591 members 
Mstep: Class 39 contains 17510 members 
Mstep: Class 40 contains 5480 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 7906 members 
Mstep: Class 43 contains 14950 members 
Mstep: Class 44 contains 4171 members 
Mstep: Class 45 contains 2140 members 
Mstep: Class 46 contains 1605 members 
Mstep: Class 47 contains 11614 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 3927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88124008.000000 Penalty: 99961.906250
Iteration 137Q: 50 clusters Score -8.812401e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 56414 members 
Mstep: Class 2 contains 703 members 
Mstep: Class 3 contains 49819 members 
Mstep: Class 4 contains 10556 members 
Mstep: Class 5 contains 113110 members 
Mstep: Class 6 contains 36179 members 
Mstep: Class 7 contains 36359 members 
Mstep: Class 8 contains 3900 members 
Mstep: Class 9 contains 10437 members 
Mstep: Class 10 contains 11750 members 
Mstep: Class 11 contains 7114 members 
Mstep: Class 12 contains 24703 members 
Mstep: Class 13 contains 4000 members 
Mstep: Class 14 contains 4412 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 37546 members 
Mstep: Class 17 contains 36088 members 
Mstep: Class 18 contains 11100 members 
Mstep: Class 19 contains 7210 members 
Mstep: Class 20 contains 1317 members 
Mstep: Class 21 contains 36446 members 
Mstep: Class 22 contains 5271 members 
Mstep: Class 23 contains 4498 members 
Mstep: Class 24 contains 6405 members 
Mstep: Class 25 contains 14625 members 
Mstep: Class 26 contains 3706 members 
Mstep: Class 27 contains 18323 members 
Mstep: Class 28 contains 10402 members 
Mstep: Class 29 contains 15249 members 
Mstep: Class 30 contains 16114 members 
Mstep: Class 31 contains 9587 members 
Mstep: Class 32 contains 106348 members 
Mstep: Class 33 contains 17937 members 
Mstep: Class 34 contains 8865 members 
Mstep: Class 35 contains 35856 members 
Mstep: Class 36 contains 2283 members 
Mstep: Class 37 contains 37508 members 
Mstep: Class 38 contains 14601 members 
Mstep: Class 39 contains 17509 members 
Mstep: Class 40 contains 5511 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 7909 members 
Mstep: Class 43 contains 14951 members 
Mstep: Class 44 contains 4178 members 
Mstep: Class 45 contains 2160 members 
Mstep: Class 46 contains 1607 members 
Mstep: Class 47 contains 11615 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 3930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88123888.000000 Penalty: 99961.906250
Iteration 138Q: 50 clusters Score -8.812389e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 56415 members 
Mstep: Class 2 contains 703 members 
Mstep: Class 3 contains 49821 members 
Mstep: Class 4 contains 10546 members 
Mstep: Class 5 contains 113032 members 
Mstep: Class 6 contains 36215 members 
Mstep: Class 7 contains 36340 members 
Mstep: Class 8 contains 3896 members 
Mstep: Class 9 contains 10437 members 
Mstep: Class 10 contains 11816 members 
Mstep: Class 11 contains 7116 members 
Mstep: Class 12 contains 24694 members 
Mstep: Class 13 contains 4001 members 
Mstep: Class 14 contains 4427 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 37567 members 
Mstep: Class 17 contains 36067 members 
Mstep: Class 18 contains 11099 members 
Mstep: Class 19 contains 7221 members 
Mstep: Class 20 contains 1320 members 
Mstep: Class 21 contains 36462 members 
Mstep: Class 22 contains 5276 members 
Mstep: Class 23 contains 4496 members 
Mstep: Class 24 contains 6405 members 
Mstep: Class 25 contains 14625 members 
Mstep: Class 26 contains 3705 members 
Mstep: Class 27 contains 18329 members 
Mstep: Class 28 contains 10377 members 
Mstep: Class 29 contains 15206 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 9579 members 
Mstep: Class 32 contains 106314 members 
Mstep: Class 33 contains 17937 members 
Mstep: Class 34 contains 8861 members 
Mstep: Class 35 contains 35885 members 
Mstep: Class 36 contains 2282 members 
Mstep: Class 37 contains 37502 members 
Mstep: Class 38 contains 14605 members 
Mstep: Class 39 contains 17509 members 
Mstep: Class 40 contains 5532 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 7916 members 
Mstep: Class 43 contains 14953 members 
Mstep: Class 44 contains 4183 members 
Mstep: Class 45 contains 2170 members 
Mstep: Class 46 contains 1609 members 
Mstep: Class 47 contains 11616 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 3931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88124224.000000 Penalty: 99961.906250
Iteration 139Q: 50 clusters Score -8.812422e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 56400 members 
Mstep: Class 2 contains 703 members 
Mstep: Class 3 contains 49817 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 112968 members 
Mstep: Class 6 contains 36251 members 
Mstep: Class 7 contains 36321 members 
Mstep: Class 8 contains 3894 members 
Mstep: Class 9 contains 10438 members 
Mstep: Class 10 contains 11868 members 
Mstep: Class 11 contains 7120 members 
Mstep: Class 12 contains 24682 members 
Mstep: Class 13 contains 4001 members 
Mstep: Class 14 contains 4431 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 37584 members 
Mstep: Class 17 contains 36048 members 
Mstep: Class 18 contains 11096 members 
Mstep: Class 19 contains 7236 members 
Mstep: Class 20 contains 1322 members 
Mstep: Class 21 contains 36473 members 
Mstep: Class 22 contains 5283 members 
Mstep: Class 23 contains 4491 members 
Mstep: Class 24 contains 6405 members 
Mstep: Class 25 contains 14630 members 
Mstep: Class 26 contains 3703 members 
Mstep: Class 27 contains 18331 members 
Mstep: Class 28 contains 10354 members 
Mstep: Class 29 contains 15179 members 
Mstep: Class 30 contains 16112 members 
Mstep: Class 31 contains 9566 members 
Mstep: Class 32 contains 106273 members 
Mstep: Class 33 contains 17941 members 
Mstep: Class 34 contains 8863 members 
Mstep: Class 35 contains 35920 members 
Mstep: Class 36 contains 2281 members 
Mstep: Class 37 contains 37500 members 
Mstep: Class 38 contains 14616 members 
Mstep: Class 39 contains 17510 members 
Mstep: Class 40 contains 5551 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 7924 members 
Mstep: Class 43 contains 14955 members 
Mstep: Class 44 contains 4188 members 
Mstep: Class 45 contains 2180 members 
Mstep: Class 46 contains 1608 members 
Mstep: Class 47 contains 11616 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 3933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88124240.000000 Penalty: 99961.906250
Iteration 140F: 50 clusters Score -8.812424e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 56379 members 
Mstep: Class 2 contains 703 members 
Mstep: Class 3 contains 49810 members 
Mstep: Class 4 contains 10544 members 
Mstep: Class 5 contains 112884 members 
Mstep: Class 6 contains 36289 members 
Mstep: Class 7 contains 36307 members 
Mstep: Class 8 contains 3889 members 
Mstep: Class 9 contains 10438 members 
Mstep: Class 10 contains 11913 members 
Mstep: Class 11 contains 7123 members 
Mstep: Class 12 contains 24672 members 
Mstep: Class 13 contains 4001 members 
Mstep: Class 14 contains 4436 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 37599 members 
Mstep: Class 17 contains 36025 members 
Mstep: Class 18 contains 11097 members 
Mstep: Class 19 contains 7252 members 
Mstep: Class 20 contains 1326 members 
Mstep: Class 21 contains 36486 members 
Mstep: Class 22 contains 5287 members 
Mstep: Class 23 contains 4492 members 
Mstep: Class 24 contains 6404 members 
Mstep: Class 25 contains 14633 members 
Mstep: Class 26 contains 3702 members 
Mstep: Class 27 contains 18338 members 
Mstep: Class 28 contains 10335 members 
Mstep: Class 29 contains 15157 members 
Mstep: Class 30 contains 16112 members 
Mstep: Class 31 contains 9552 members 
Mstep: Class 32 contains 106246 members 
Mstep: Class 33 contains 17950 members 
Mstep: Class 34 contains 8865 members 
Mstep: Class 35 contains 35954 members 
Mstep: Class 36 contains 2281 members 
Mstep: Class 37 contains 37503 members 
Mstep: Class 38 contains 14630 members 
Mstep: Class 39 contains 17509 members 
Mstep: Class 40 contains 5571 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 7930 members 
Mstep: Class 43 contains 14957 members 
Mstep: Class 44 contains 4192 members 
Mstep: Class 45 contains 2182 members 
Mstep: Class 46 contains 1607 members 
Mstep: Class 47 contains 11617 members 
Mstep: Class 48 contains 241 members 
Mstep: Class 49 contains 3932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88124328.000000 Penalty: 99961.906250
Iteration 141Q: 50 clusters Score -8.812433e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 56355 members 
Mstep: Class 2 contains 703 members 
Mstep: Class 3 contains 49806 members 
Mstep: Class 4 contains 10543 members 
Mstep: Class 5 contains 112793 members 
Mstep: Class 6 contains 36322 members 
Mstep: Class 7 contains 36305 members 
Mstep: Class 8 contains 3885 members 
Mstep: Class 9 contains 10437 members 
Mstep: Class 10 contains 11952 members 
Mstep: Class 11 contains 7129 members 
Mstep: Class 12 contains 24659 members 
Mstep: Class 13 contains 4001 members 
Mstep: Class 14 contains 4442 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 37618 members 
Mstep: Class 17 contains 36006 members 
Mstep: Class 18 contains 11097 members 
Mstep: Class 19 contains 7274 members 
Mstep: Class 20 contains 1328 members 
Mstep: Class 21 contains 36489 members 
Mstep: Class 22 contains 5293 members 
Mstep: Class 23 contains 4488 members 
Mstep: Class 24 contains 6404 members 
Mstep: Class 25 contains 14635 members 
Mstep: Class 26 contains 3700 members 
Mstep: Class 27 contains 18344 members 
Mstep: Class 28 contains 10308 members 
Mstep: Class 29 contains 15135 members 
Mstep: Class 30 contains 16112 members 
Mstep: Class 31 contains 9540 members 
Mstep: Class 32 contains 106232 members 
Mstep: Class 33 contains 17957 members 
Mstep: Class 34 contains 8868 members 
Mstep: Class 35 contains 35983 members 
Mstep: Class 36 contains 2281 members 
Mstep: Class 37 contains 37503 members 
Mstep: Class 38 contains 14641 members 
Mstep: Class 39 contains 17510 members 
Mstep: Class 40 contains 5588 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 7934 members 
Mstep: Class 43 contains 14960 members 
Mstep: Class 44 contains 4199 members 
Mstep: Class 45 contains 2187 members 
Mstep: Class 46 contains 1607 members 
Mstep: Class 47 contains 11617 members 
Mstep: Class 48 contains 241 members 
Mstep: Class 49 contains 3941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88124296.000000 Penalty: 99961.906250
Iteration 142Q: 50 clusters Score -8.81243e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 56332 members 
Mstep: Class 2 contains 703 members 
Mstep: Class 3 contains 49809 members 
Mstep: Class 4 contains 10535 members 
Mstep: Class 5 contains 112709 members 
Mstep: Class 6 contains 36350 members 
Mstep: Class 7 contains 36295 members 
Mstep: Class 8 contains 3884 members 
Mstep: Class 9 contains 10437 members 
Mstep: Class 10 contains 11992 members 
Mstep: Class 11 contains 7125 members 
Mstep: Class 12 contains 24649 members 
Mstep: Class 13 contains 4002 members 
Mstep: Class 14 contains 4455 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 37642 members 
Mstep: Class 17 contains 35998 members 
Mstep: Class 18 contains 11098 members 
Mstep: Class 19 contains 7283 members 
Mstep: Class 20 contains 1331 members 
Mstep: Class 21 contains 36501 members 
Mstep: Class 22 contains 5301 members 
Mstep: Class 23 contains 4485 members 
Mstep: Class 24 contains 6405 members 
Mstep: Class 25 contains 14637 members 
Mstep: Class 26 contains 3699 members 
Mstep: Class 27 contains 18348 members 
Mstep: Class 28 contains 10292 members 
Mstep: Class 29 contains 15089 members 
Mstep: Class 30 contains 16110 members 
Mstep: Class 31 contains 9540 members 
Mstep: Class 32 contains 106210 members 
Mstep: Class 33 contains 17960 members 
Mstep: Class 34 contains 8871 members 
Mstep: Class 35 contains 36010 members 
Mstep: Class 36 contains 2281 members 
Mstep: Class 37 contains 37505 members 
Mstep: Class 38 contains 14656 members 
Mstep: Class 39 contains 17512 members 
Mstep: Class 40 contains 5606 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 7935 members 
Mstep: Class 43 contains 14962 members 
Mstep: Class 44 contains 4205 members 
Mstep: Class 45 contains 2191 members 
Mstep: Class 46 contains 1608 members 
Mstep: Class 47 contains 11617 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 3948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88124264.000000 Penalty: 99961.906250
Iteration 143Q: 50 clusters Score -8.812426e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 56304 members 
Mstep: Class 2 contains 703 members 
Mstep: Class 3 contains 49810 members 
Mstep: Class 4 contains 10534 members 
Mstep: Class 5 contains 112621 members 
Mstep: Class 6 contains 36378 members 
Mstep: Class 7 contains 36290 members 
Mstep: Class 8 contains 3881 members 
Mstep: Class 9 contains 10437 members 
Mstep: Class 10 contains 12035 members 
Mstep: Class 11 contains 7127 members 
Mstep: Class 12 contains 24638 members 
Mstep: Class 13 contains 4002 members 
Mstep: Class 14 contains 4474 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 37670 members 
Mstep: Class 17 contains 35988 members 
Mstep: Class 18 contains 11097 members 
Mstep: Class 19 contains 7288 members 
Mstep: Class 20 contains 1329 members 
Mstep: Class 21 contains 36510 members 
Mstep: Class 22 contains 5309 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 6405 members 
Mstep: Class 25 contains 14641 members 
Mstep: Class 26 contains 3698 members 
Mstep: Class 27 contains 18362 members 
Mstep: Class 28 contains 10273 members 
Mstep: Class 29 contains 15064 members 
Mstep: Class 30 contains 16108 members 
Mstep: Class 31 contains 9531 members 
Mstep: Class 32 contains 106172 members 
Mstep: Class 33 contains 17966 members 
Mstep: Class 34 contains 8868 members 
Mstep: Class 35 contains 36038 members 
Mstep: Class 36 contains 2280 members 
Mstep: Class 37 contains 37497 members 
Mstep: Class 38 contains 14668 members 
Mstep: Class 39 contains 17512 members 
Mstep: Class 40 contains 5627 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 7938 members 
Mstep: Class 43 contains 14965 members 
Mstep: Class 44 contains 4220 members 
Mstep: Class 45 contains 2193 members 
Mstep: Class 46 contains 1609 members 
Mstep: Class 47 contains 11617 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 3953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88124304.000000 Penalty: 99961.906250
Iteration 144Q: 50 clusters Score -8.81243e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 56274 members 
Mstep: Class 2 contains 703 members 
Mstep: Class 3 contains 49813 members 
Mstep: Class 4 contains 10529 members 
Mstep: Class 5 contains 112517 members 
Mstep: Class 6 contains 36403 members 
Mstep: Class 7 contains 36309 members 
Mstep: Class 8 contains 3879 members 
Mstep: Class 9 contains 10436 members 
Mstep: Class 10 contains 12063 members 
Mstep: Class 11 contains 7128 members 
Mstep: Class 12 contains 24617 members 
Mstep: Class 13 contains 4002 members 
Mstep: Class 14 contains 4485 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 37701 members 
Mstep: Class 17 contains 35967 members 
Mstep: Class 18 contains 11097 members 
Mstep: Class 19 contains 7290 members 
Mstep: Class 20 contains 1329 members 
Mstep: Class 21 contains 36525 members 
Mstep: Class 22 contains 5325 members 
Mstep: Class 23 contains 4482 members 
Mstep: Class 24 contains 6405 members 
Mstep: Class 25 contains 14648 members 
Mstep: Class 26 contains 3697 members 
Mstep: Class 27 contains 18371 members 
Mstep: Class 28 contains 10261 members 
Mstep: Class 29 contains 15052 members 
Mstep: Class 30 contains 16108 members 
Mstep: Class 31 contains 9519 members 
Mstep: Class 32 contains 106132 members 
Mstep: Class 33 contains 17965 members 
Mstep: Class 34 contains 8866 members 
Mstep: Class 35 contains 36073 members 
Mstep: Class 36 contains 2280 members 
Mstep: Class 37 contains 37500 members 
Mstep: Class 38 contains 14677 members 
Mstep: Class 39 contains 17512 members 
Mstep: Class 40 contains 5643 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 7941 members 
Mstep: Class 43 contains 14966 members 
Mstep: Class 44 contains 4244 members 
Mstep: Class 45 contains 2193 members 
Mstep: Class 46 contains 1610 members 
Mstep: Class 47 contains 11618 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 3958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88124272.000000 Penalty: 99961.906250
Iteration 145Q: 50 clusters Score -8.812427e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 56236 members 
Mstep: Class 2 contains 703 members 
Mstep: Class 3 contains 49810 members 
Mstep: Class 4 contains 10529 members 
Mstep: Class 5 contains 112409 members 
Mstep: Class 6 contains 36433 members 
Mstep: Class 7 contains 36344 members 
Mstep: Class 8 contains 3880 members 
Mstep: Class 9 contains 10436 members 
Mstep: Class 10 contains 12094 members 
Mstep: Class 11 contains 7125 members 
Mstep: Class 12 contains 24598 members 
Mstep: Class 13 contains 4002 members 
Mstep: Class 14 contains 4485 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 37724 members 
Mstep: Class 17 contains 35953 members 
Mstep: Class 18 contains 11097 members 
Mstep: Class 19 contains 7295 members 
Mstep: Class 20 contains 1331 members 
Mstep: Class 21 contains 36538 members 
Mstep: Class 22 contains 5325 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 6405 members 
Mstep: Class 25 contains 14654 members 
Mstep: Class 26 contains 3697 members 
Mstep: Class 27 contains 18381 members 
Mstep: Class 28 contains 10250 members 
Mstep: Class 29 contains 15041 members 
Mstep: Class 30 contains 16108 members 
Mstep: Class 31 contains 9504 members 
Mstep: Class 32 contains 106120 members 
Mstep: Class 33 contains 17967 members 
Mstep: Class 34 contains 8865 members 
Mstep: Class 35 contains 36096 members 
Mstep: Class 36 contains 2281 members 
Mstep: Class 37 contains 37491 members 
Mstep: Class 38 contains 14687 members 
Mstep: Class 39 contains 17513 members 
Mstep: Class 40 contains 5659 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 7942 members 
Mstep: Class 43 contains 14967 members 
Mstep: Class 44 contains 4266 members 
Mstep: Class 45 contains 2198 members 
Mstep: Class 46 contains 1613 members 
Mstep: Class 47 contains 11617 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 3960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88124616.000000 Penalty: 99961.906250
Iteration 146Q: 50 clusters Score -8.812462e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 56219 members 
Mstep: Class 2 contains 703 members 
Mstep: Class 3 contains 49813 members 
Mstep: Class 4 contains 10529 members 
Mstep: Class 5 contains 112283 members 
Mstep: Class 6 contains 36462 members 
Mstep: Class 7 contains 36370 members 
Mstep: Class 8 contains 3879 members 
Mstep: Class 9 contains 10436 members 
Mstep: Class 10 contains 12119 members 
Mstep: Class 11 contains 7126 members 
Mstep: Class 12 contains 24583 members 
Mstep: Class 13 contains 4002 members 
Mstep: Class 14 contains 4492 members 
Mstep: Class 15 contains 2817 members 
Mstep: Class 16 contains 37747 members 
Mstep: Class 17 contains 35938 members 
Mstep: Class 18 contains 11098 members 
Mstep: Class 19 contains 7298 members 
Mstep: Class 20 contains 1336 members 
Mstep: Class 21 contains 36545 members 
Mstep: Class 22 contains 5322 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 6405 members 
Mstep: Class 25 contains 14655 members 
Mstep: Class 26 contains 3694 members 
Mstep: Class 27 contains 18387 members 
Mstep: Class 28 contains 10238 members 
Mstep: Class 29 contains 15032 members 
Mstep: Class 30 contains 16108 members 
Mstep: Class 31 contains 9493 members 
Mstep: Class 32 contains 106133 members 
Mstep: Class 33 contains 17968 members 
Mstep: Class 34 contains 8866 members 
Mstep: Class 35 contains 36116 members 
Mstep: Class 36 contains 2281 members 
Mstep: Class 37 contains 37490 members 
Mstep: Class 38 contains 14696 members 
Mstep: Class 39 contains 17513 members 
Mstep: Class 40 contains 5676 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 7945 members 
Mstep: Class 43 contains 14967 members 
Mstep: Class 44 contains 4275 members 
Mstep: Class 45 contains 2202 members 
Mstep: Class 46 contains 1614 members 
Mstep: Class 47 contains 11617 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 3959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88124608.000000 Penalty: 99961.906250
Iteration 147Q: 50 clusters Score -8.812461e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 56202 members 
Mstep: Class 2 contains 703 members 
Mstep: Class 3 contains 49813 members 
Mstep: Class 4 contains 10526 members 
Mstep: Class 5 contains 112160 members 
Mstep: Class 6 contains 36490 members 
Mstep: Class 7 contains 36428 members 
Mstep: Class 8 contains 3879 members 
Mstep: Class 9 contains 10436 members 
Mstep: Class 10 contains 12139 members 
Mstep: Class 11 contains 7128 members 
Mstep: Class 12 contains 24569 members 
Mstep: Class 13 contains 4002 members 
Mstep: Class 14 contains 4495 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 37763 members 
Mstep: Class 17 contains 35918 members 
Mstep: Class 18 contains 11098 members 
Mstep: Class 19 contains 7306 members 
Mstep: Class 20 contains 1340 members 
Mstep: Class 21 contains 36555 members 
Mstep: Class 22 contains 5321 members 
Mstep: Class 23 contains 4479 members 
Mstep: Class 24 contains 6405 members 
Mstep: Class 25 contains 14658 members 
Mstep: Class 26 contains 3693 members 
Mstep: Class 27 contains 18393 members 
Mstep: Class 28 contains 10225 members 
Mstep: Class 29 contains 15031 members 
Mstep: Class 30 contains 16107 members 
Mstep: Class 31 contains 9483 members 
Mstep: Class 32 contains 106146 members 
Mstep: Class 33 contains 17965 members 
Mstep: Class 34 contains 8868 members 
Mstep: Class 35 contains 36131 members 
Mstep: Class 36 contains 2281 members 
Mstep: Class 37 contains 37488 members 
Mstep: Class 38 contains 14702 members 
Mstep: Class 39 contains 17514 members 
Mstep: Class 40 contains 5685 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 7947 members 
Mstep: Class 43 contains 14967 members 
Mstep: Class 44 contains 4279 members 
Mstep: Class 45 contains 2203 members 
Mstep: Class 46 contains 1612 members 
Mstep: Class 47 contains 11617 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 3963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88124656.000000 Penalty: 99961.906250
Iteration 148Q: 50 clusters Score -8.812466e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 56177 members 
Mstep: Class 2 contains 703 members 
Mstep: Class 3 contains 49803 members 
Mstep: Class 4 contains 10525 members 
Mstep: Class 5 contains 112061 members 
Mstep: Class 6 contains 36522 members 
Mstep: Class 7 contains 36474 members 
Mstep: Class 8 contains 3880 members 
Mstep: Class 9 contains 10436 members 
Mstep: Class 10 contains 12147 members 
Mstep: Class 11 contains 7127 members 
Mstep: Class 12 contains 24564 members 
Mstep: Class 13 contains 4002 members 
Mstep: Class 14 contains 4500 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 37774 members 
Mstep: Class 17 contains 35899 members 
Mstep: Class 18 contains 11097 members 
Mstep: Class 19 contains 7316 members 
Mstep: Class 20 contains 1342 members 
Mstep: Class 21 contains 36558 members 
Mstep: Class 22 contains 5333 members 
Mstep: Class 23 contains 4472 members 
Mstep: Class 24 contains 6404 members 
Mstep: Class 25 contains 14659 members 
Mstep: Class 26 contains 3693 members 
Mstep: Class 27 contains 18392 members 
Mstep: Class 28 contains 10214 members 
Mstep: Class 29 contains 15031 members 
Mstep: Class 30 contains 16107 members 
Mstep: Class 31 contains 9475 members 
Mstep: Class 32 contains 106153 members 
Mstep: Class 33 contains 17962 members 
Mstep: Class 34 contains 8864 members 
Mstep: Class 35 contains 36144 members 
Mstep: Class 36 contains 2282 members 
Mstep: Class 37 contains 37489 members 
Mstep: Class 38 contains 14714 members 
Mstep: Class 39 contains 17515 members 
Mstep: Class 40 contains 5696 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 7949 members 
Mstep: Class 43 contains 14967 members 
Mstep: Class 44 contains 4288 members 
Mstep: Class 45 contains 2204 members 
Mstep: Class 46 contains 1615 members 
Mstep: Class 47 contains 11617 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 3967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88124648.000000 Penalty: 99961.906250
Iteration 149Q: 50 clusters Score -8.812465e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 56154 members 
Mstep: Class 2 contains 703 members 
Mstep: Class 3 contains 49805 members 
Mstep: Class 4 contains 10525 members 
Mstep: Class 5 contains 111968 members 
Mstep: Class 6 contains 36561 members 
Mstep: Class 7 contains 36493 members 
Mstep: Class 8 contains 3880 members 
Mstep: Class 9 contains 10436 members 
Mstep: Class 10 contains 12155 members 
Mstep: Class 11 contains 7125 members 
Mstep: Class 12 contains 24555 members 
Mstep: Class 13 contains 4002 members 
Mstep: Class 14 contains 4502 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 37786 members 
Mstep: Class 17 contains 35876 members 
Mstep: Class 18 contains 11097 members 
Mstep: Class 19 contains 7323 members 
Mstep: Class 20 contains 1343 members 
Mstep: Class 21 contains 36567 members 
Mstep: Class 22 contains 5345 members 
Mstep: Class 23 contains 4468 members 
Mstep: Class 24 contains 6405 members 
Mstep: Class 25 contains 14660 members 
Mstep: Class 26 contains 3693 members 
Mstep: Class 27 contains 18397 members 
Mstep: Class 28 contains 10205 members 
Mstep: Class 29 contains 15028 members 
Mstep: Class 30 contains 16106 members 
Mstep: Class 31 contains 9469 members 
Mstep: Class 32 contains 106158 members 
Mstep: Class 33 contains 17966 members 
Mstep: Class 34 contains 8865 members 
Mstep: Class 35 contains 36157 members 
Mstep: Class 36 contains 2280 members 
Mstep: Class 37 contains 37488 members 
Mstep: Class 38 contains 14722 members 
Mstep: Class 39 contains 17515 members 
Mstep: Class 40 contains 5708 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 7948 members 
Mstep: Class 43 contains 14967 members 
Mstep: Class 44 contains 4297 members 
Mstep: Class 45 contains 2204 members 
Mstep: Class 46 contains 1617 members 
Mstep: Class 47 contains 11617 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 3972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88124664.000000 Penalty: 99961.906250
Iteration 150Q: 50 clusters Score -8.812466e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 56144 members 
Mstep: Class 2 contains 703 members 
Mstep: Class 3 contains 49804 members 
Mstep: Class 4 contains 10526 members 
Mstep: Class 5 contains 111881 members 
Mstep: Class 6 contains 36600 members 
Mstep: Class 7 contains 36513 members 
Mstep: Class 8 contains 3881 members 
Mstep: Class 9 contains 10436 members 
Mstep: Class 10 contains 12166 members 
Mstep: Class 11 contains 7127 members 
Mstep: Class 12 contains 24545 members 
Mstep: Class 13 contains 4002 members 
Mstep: Class 14 contains 4502 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 37791 members 
Mstep: Class 17 contains 35854 members 
Mstep: Class 18 contains 11097 members 
Mstep: Class 19 contains 7327 members 
Mstep: Class 20 contains 1345 members 
Mstep: Class 21 contains 36573 members 
Mstep: Class 22 contains 5363 members 
Mstep: Class 23 contains 4464 members 
Mstep: Class 24 contains 6405 members 
Mstep: Class 25 contains 14662 members 
Mstep: Class 26 contains 3691 members 
Mstep: Class 27 contains 18404 members 
Mstep: Class 28 contains 10199 members 
Mstep: Class 29 contains 15028 members 
Mstep: Class 30 contains 16106 members 
Mstep: Class 31 contains 9457 members 
Mstep: Class 32 contains 106156 members 
Mstep: Class 33 contains 17965 members 
Mstep: Class 34 contains 8861 members 
Mstep: Class 35 contains 36169 members 
Mstep: Class 36 contains 2281 members 
Mstep: Class 37 contains 37489 members 
Mstep: Class 38 contains 14733 members 
Mstep: Class 39 contains 17516 members 
Mstep: Class 40 contains 5719 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 7947 members 
Mstep: Class 43 contains 14967 members 
Mstep: Class 44 contains 4301 members 
Mstep: Class 45 contains 2205 members 
Mstep: Class 46 contains 1618 members 
Mstep: Class 47 contains 11617 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 3973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88124736.000000 Penalty: 99961.906250
Iteration 151Q: 50 clusters Score -8.812474e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 56133 members 
Mstep: Class 2 contains 703 members 
Mstep: Class 3 contains 49805 members 
Mstep: Class 4 contains 10526 members 
Mstep: Class 5 contains 111799 members 
Mstep: Class 6 contains 36636 members 
Mstep: Class 7 contains 36508 members 
Mstep: Class 8 contains 3883 members 
Mstep: Class 9 contains 10436 members 
Mstep: Class 10 contains 12171 members 
Mstep: Class 11 contains 7129 members 
Mstep: Class 12 contains 24538 members 
Mstep: Class 13 contains 4002 members 
Mstep: Class 14 contains 4502 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 37795 members 
Mstep: Class 17 contains 35824 members 
Mstep: Class 18 contains 11098 members 
Mstep: Class 19 contains 7323 members 
Mstep: Class 20 contains 1347 members 
Mstep: Class 21 contains 36580 members 
Mstep: Class 22 contains 5385 members 
Mstep: Class 23 contains 4465 members 
Mstep: Class 24 contains 6405 members 
Mstep: Class 25 contains 14664 members 
Mstep: Class 26 contains 3690 members 
Mstep: Class 27 contains 18407 members 
Mstep: Class 28 contains 10194 members 
Mstep: Class 29 contains 15033 members 
Mstep: Class 30 contains 16106 members 
Mstep: Class 31 contains 9443 members 
Mstep: Class 32 contains 106168 members 
Mstep: Class 33 contains 17961 members 
Mstep: Class 34 contains 8862 members 
Mstep: Class 35 contains 36177 members 
Mstep: Class 36 contains 2282 members 
Mstep: Class 37 contains 37494 members 
Mstep: Class 38 contains 14739 members 
Mstep: Class 39 contains 17517 members 
Mstep: Class 40 contains 5732 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 7948 members 
Mstep: Class 43 contains 14967 members 
Mstep: Class 44 contains 4317 members 
Mstep: Class 45 contains 2207 members 
Mstep: Class 46 contains 1620 members 
Mstep: Class 47 contains 11617 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 3975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88124712.000000 Penalty: 99961.906250
Iteration 152Q: 50 clusters Score -8.812471e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 56115 members 
Mstep: Class 2 contains 703 members 
Mstep: Class 3 contains 49799 members 
Mstep: Class 4 contains 10527 members 
Mstep: Class 5 contains 111729 members 
Mstep: Class 6 contains 36674 members 
Mstep: Class 7 contains 36526 members 
Mstep: Class 8 contains 3882 members 
Mstep: Class 9 contains 10436 members 
Mstep: Class 10 contains 12186 members 
Mstep: Class 11 contains 7129 members 
Mstep: Class 12 contains 24534 members 
Mstep: Class 13 contains 4002 members 
Mstep: Class 14 contains 4505 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 37799 members 
Mstep: Class 17 contains 35797 members 
Mstep: Class 18 contains 11098 members 
Mstep: Class 19 contains 7328 members 
Mstep: Class 20 contains 1351 members 
Mstep: Class 21 contains 36588 members 
Mstep: Class 22 contains 5397 members 
Mstep: Class 23 contains 4463 members 
Mstep: Class 24 contains 6405 members 
Mstep: Class 25 contains 14666 members 
Mstep: Class 26 contains 3691 members 
Mstep: Class 27 contains 18410 members 
Mstep: Class 28 contains 10191 members 
Mstep: Class 29 contains 15030 members 
Mstep: Class 30 contains 16106 members 
Mstep: Class 31 contains 9433 members 
Mstep: Class 32 contains 106153 members 
Mstep: Class 33 contains 17960 members 
Mstep: Class 34 contains 8864 members 
Mstep: Class 35 contains 36191 members 
Mstep: Class 36 contains 2280 members 
Mstep: Class 37 contains 37493 members 
Mstep: Class 38 contains 14745 members 
Mstep: Class 39 contains 17517 members 
Mstep: Class 40 contains 5745 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 7949 members 
Mstep: Class 43 contains 14967 members 
Mstep: Class 44 contains 4328 members 
Mstep: Class 45 contains 2207 members 
Mstep: Class 46 contains 1620 members 
Mstep: Class 47 contains 11617 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 3977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88124848.000000 Penalty: 99961.906250
Iteration 153Q: 50 clusters Score -8.812485e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 56100 members 
Mstep: Class 2 contains 703 members 
Mstep: Class 3 contains 49795 members 
Mstep: Class 4 contains 10527 members 
Mstep: Class 5 contains 111658 members 
Mstep: Class 6 contains 36722 members 
Mstep: Class 7 contains 36550 members 
Mstep: Class 8 contains 3880 members 
Mstep: Class 9 contains 10436 members 
Mstep: Class 10 contains 12194 members 
Mstep: Class 11 contains 7132 members 
Mstep: Class 12 contains 24523 members 
Mstep: Class 13 contains 4002 members 
Mstep: Class 14 contains 4506 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 37804 members 
Mstep: Class 17 contains 35765 members 
Mstep: Class 18 contains 11100 members 
Mstep: Class 19 contains 7327 members 
Mstep: Class 20 contains 1353 members 
Mstep: Class 21 contains 36592 members 
Mstep: Class 22 contains 5414 members 
Mstep: Class 23 contains 4465 members 
Mstep: Class 24 contains 6405 members 
Mstep: Class 25 contains 14668 members 
Mstep: Class 26 contains 3691 members 
Mstep: Class 27 contains 18419 members 
Mstep: Class 28 contains 10185 members 
Mstep: Class 29 contains 15030 members 
Mstep: Class 30 contains 16106 members 
Mstep: Class 31 contains 9422 members 
Mstep: Class 32 contains 106144 members 
Mstep: Class 33 contains 17957 members 
Mstep: Class 34 contains 8863 members 
Mstep: Class 35 contains 36202 members 
Mstep: Class 36 contains 2278 members 
Mstep: Class 37 contains 37493 members 
Mstep: Class 38 contains 14746 members 
Mstep: Class 39 contains 17517 members 
Mstep: Class 40 contains 5758 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 7951 members 
Mstep: Class 43 contains 14967 members 
Mstep: Class 44 contains 4343 members 
Mstep: Class 45 contains 2206 members 
Mstep: Class 46 contains 1620 members 
Mstep: Class 47 contains 11617 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 3977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88124896.000000 Penalty: 99961.906250
Iteration 154Q: 50 clusters Score -8.81249e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 56085 members 
Mstep: Class 2 contains 703 members 
Mstep: Class 3 contains 49795 members 
Mstep: Class 4 contains 10529 members 
Mstep: Class 5 contains 111596 members 
Mstep: Class 6 contains 36771 members 
Mstep: Class 7 contains 36564 members 
Mstep: Class 8 contains 3880 members 
Mstep: Class 9 contains 10436 members 
Mstep: Class 10 contains 12201 members 
Mstep: Class 11 contains 7138 members 
Mstep: Class 12 contains 24518 members 
Mstep: Class 13 contains 4002 members 
Mstep: Class 14 contains 4506 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 37808 members 
Mstep: Class 17 contains 35723 members 
Mstep: Class 18 contains 11100 members 
Mstep: Class 19 contains 7325 members 
Mstep: Class 20 contains 1354 members 
Mstep: Class 21 contains 36597 members 
Mstep: Class 22 contains 5448 members 
Mstep: Class 23 contains 4471 members 
Mstep: Class 24 contains 6405 members 
Mstep: Class 25 contains 14670 members 
Mstep: Class 26 contains 3690 members 
Mstep: Class 27 contains 18426 members 
Mstep: Class 28 contains 10176 members 
Mstep: Class 29 contains 15029 members 
Mstep: Class 30 contains 16106 members 
Mstep: Class 31 contains 9417 members 
Mstep: Class 32 contains 106112 members 
Mstep: Class 33 contains 17958 members 
Mstep: Class 34 contains 8860 members 
Mstep: Class 35 contains 36214 members 
Mstep: Class 36 contains 2278 members 
Mstep: Class 37 contains 37491 members 
Mstep: Class 38 contains 14751 members 
Mstep: Class 39 contains 17517 members 
Mstep: Class 40 contains 5770 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 7953 members 
Mstep: Class 43 contains 14967 members 
Mstep: Class 44 contains 4349 members 
Mstep: Class 45 contains 2206 members 
Mstep: Class 46 contains 1620 members 
Mstep: Class 47 contains 11618 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 3980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88124800.000000 Penalty: 99961.906250
Iteration 155Q: 50 clusters Score -8.81248e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 56079 members 
Mstep: Class 2 contains 703 members 
Mstep: Class 3 contains 49794 members 
Mstep: Class 4 contains 10529 members 
Mstep: Class 5 contains 111547 members 
Mstep: Class 6 contains 36823 members 
Mstep: Class 7 contains 36564 members 
Mstep: Class 8 contains 3876 members 
Mstep: Class 9 contains 10436 members 
Mstep: Class 10 contains 12207 members 
Mstep: Class 11 contains 7142 members 
Mstep: Class 12 contains 24515 members 
Mstep: Class 13 contains 4002 members 
Mstep: Class 14 contains 4509 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 37810 members 
Mstep: Class 17 contains 35682 members 
Mstep: Class 18 contains 11099 members 
Mstep: Class 19 contains 7330 members 
Mstep: Class 20 contains 1356 members 
Mstep: Class 21 contains 36601 members 
Mstep: Class 22 contains 5468 members 
Mstep: Class 23 contains 4472 members 
Mstep: Class 24 contains 6404 members 
Mstep: Class 25 contains 14672 members 
Mstep: Class 26 contains 3690 members 
Mstep: Class 27 contains 18430 members 
Mstep: Class 28 contains 10163 members 
Mstep: Class 29 contains 15029 members 
Mstep: Class 30 contains 16107 members 
Mstep: Class 31 contains 9412 members 
Mstep: Class 32 contains 106088 members 
Mstep: Class 33 contains 17959 members 
Mstep: Class 34 contains 8860 members 
Mstep: Class 35 contains 36220 members 
Mstep: Class 36 contains 2278 members 
Mstep: Class 37 contains 37494 members 
Mstep: Class 38 contains 14754 members 
Mstep: Class 39 contains 17518 members 
Mstep: Class 40 contains 5780 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 7958 members 
Mstep: Class 43 contains 14968 members 
Mstep: Class 44 contains 4358 members 
Mstep: Class 45 contains 2206 members 
Mstep: Class 46 contains 1619 members 
Mstep: Class 47 contains 11618 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 3984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88124968.000000 Penalty: 99961.906250
Iteration 156Q: 50 clusters Score -8.812497e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 56069 members 
Mstep: Class 2 contains 703 members 
Mstep: Class 3 contains 49788 members 
Mstep: Class 4 contains 10528 members 
Mstep: Class 5 contains 111495 members 
Mstep: Class 6 contains 36874 members 
Mstep: Class 7 contains 36566 members 
Mstep: Class 8 contains 3875 members 
Mstep: Class 9 contains 10437 members 
Mstep: Class 10 contains 12212 members 
Mstep: Class 11 contains 7142 members 
Mstep: Class 12 contains 24517 members 
Mstep: Class 13 contains 4002 members 
Mstep: Class 14 contains 4510 members 
Mstep: Class 15 contains 2820 members 
Mstep: Class 16 contains 37813 members 
Mstep: Class 17 contains 35649 members 
Mstep: Class 18 contains 11099 members 
Mstep: Class 19 contains 7330 members 
Mstep: Class 20 contains 1356 members 
Mstep: Class 21 contains 36605 members 
Mstep: Class 22 contains 5491 members 
Mstep: Class 23 contains 4472 members 
Mstep: Class 24 contains 6404 members 
Mstep: Class 25 contains 14675 members 
Mstep: Class 26 contains 3690 members 
Mstep: Class 27 contains 18428 members 
Mstep: Class 28 contains 10154 members 
Mstep: Class 29 contains 15027 members 
Mstep: Class 30 contains 16105 members 
Mstep: Class 31 contains 9409 members 
Mstep: Class 32 contains 106064 members 
Mstep: Class 33 contains 17957 members 
Mstep: Class 34 contains 8863 members 
Mstep: Class 35 contains 36232 members 
Mstep: Class 36 contains 2277 members 
Mstep: Class 37 contains 37493 members 
Mstep: Class 38 contains 14762 members 
Mstep: Class 39 contains 17518 members 
Mstep: Class 40 contains 5787 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 7962 members 
Mstep: Class 43 contains 14970 members 
Mstep: Class 44 contains 4368 members 
Mstep: Class 45 contains 2207 members 
Mstep: Class 46 contains 1620 members 
Mstep: Class 47 contains 11618 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 3988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88125000.000000 Penalty: 99961.906250
Iteration 157Q: 50 clusters Score -8.8125e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 56055 members 
Mstep: Class 2 contains 703 members 
Mstep: Class 3 contains 49781 members 
Mstep: Class 4 contains 10527 members 
Mstep: Class 5 contains 111455 members 
Mstep: Class 6 contains 36923 members 
Mstep: Class 7 contains 36582 members 
Mstep: Class 8 contains 3877 members 
Mstep: Class 9 contains 10437 members 
Mstep: Class 10 contains 12213 members 
Mstep: Class 11 contains 7141 members 
Mstep: Class 12 contains 24515 members 
Mstep: Class 13 contains 4002 members 
Mstep: Class 14 contains 4513 members 
Mstep: Class 15 contains 2822 members 
Mstep: Class 16 contains 37813 members 
Mstep: Class 17 contains 35622 members 
Mstep: Class 18 contains 11099 members 
Mstep: Class 19 contains 7324 members 
Mstep: Class 20 contains 1358 members 
Mstep: Class 21 contains 36604 members 
Mstep: Class 22 contains 5501 members 
Mstep: Class 23 contains 4473 members 
Mstep: Class 24 contains 6404 members 
Mstep: Class 25 contains 14674 members 
Mstep: Class 26 contains 3690 members 
Mstep: Class 27 contains 18430 members 
Mstep: Class 28 contains 10139 members 
Mstep: Class 29 contains 15025 members 
Mstep: Class 30 contains 16105 members 
Mstep: Class 31 contains 9405 members 
Mstep: Class 32 contains 106048 members 
Mstep: Class 33 contains 17956 members 
Mstep: Class 34 contains 8866 members 
Mstep: Class 35 contains 36244 members 
Mstep: Class 36 contains 2276 members 
Mstep: Class 37 contains 37493 members 
Mstep: Class 38 contains 14766 members 
Mstep: Class 39 contains 17519 members 
Mstep: Class 40 contains 5793 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 7965 members 
Mstep: Class 43 contains 14970 members 
Mstep: Class 44 contains 4381 members 
Mstep: Class 45 contains 2208 members 
Mstep: Class 46 contains 1621 members 
Mstep: Class 47 contains 11619 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 3994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88125056.000000 Penalty: 99961.906250
Iteration 158Q: 50 clusters Score -8.812506e+07 nChanged 302
Entering ConstructFrom: 
Score: -88125056.000000 Penalty: 99961.906250
Entering ConstructFrom: 
Trying to split cluster 1 (56046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56046 members 
Entering Unmasked Estep 
Score: -5607139.000000 Penalty: 1626.968628
	Iteration 0F: 2 clusters Score -5607139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27989 members 
Mstep: Class 2 contains 28057 members 
Entering Unmasked Estep 
Score: -5570483.500000 Penalty: 3253.937256
	Iteration 0F: 3 clusters Score -5570484 nChanged 26062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28231 members 
Mstep: Class 2 contains 27815 members 
Entering Unmasked Estep 
Score: -5585471.000000 Penalty: 3253.937256
	Iteration 1F: 3 clusters Score -5585471 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28355 members 
Mstep: Class 2 contains 27691 members 
Entering Unmasked Estep 
Score: -5586632.000000 Penalty: 3253.937256
	Iteration 2Q: 3 clusters Score -5586632 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28511 members 
Mstep: Class 2 contains 27535 members 
Entering Unmasked Estep 
Score: -5587988.000000 Penalty: 3253.937256
	Iteration 3F: 3 clusters Score -5587988 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28750 members 
Mstep: Class 2 contains 27296 members 
Entering Unmasked Estep 
Score: -5589739.000000 Penalty: 3253.937256
	Iteration 4F: 3 clusters Score -5589739 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 27027 members 
Entering Unmasked Estep 
Score: -5591754.500000 Penalty: 3253.937256
	Iteration 5F: 3 clusters Score -5591754 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29329 members 
Mstep: Class 2 contains 26717 members 
Entering Unmasked Estep 
Score: -5594001.000000 Penalty: 3253.937256
	Iteration 6F: 3 clusters Score -5594001 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29612 members 
Mstep: Class 2 contains 26434 members 
Entering Unmasked Estep 
Score: -5596282.000000 Penalty: 3253.937256
	Iteration 7F: 3 clusters Score -5596282 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29761 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
Score: -5597968.500000 Penalty: 3253.937256
	Iteration 8F: 3 clusters Score -5597968 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29843 members 
Mstep: Class 2 contains 26203 members 
Entering Unmasked Estep 
Score: -5598919.500000 Penalty: 3253.937256
	Iteration 9Q: 3 clusters Score -5598920 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30012 members 
Mstep: Class 2 contains 26034 members 
Entering Unmasked Estep 
Score: -5599366.500000 Penalty: 3253.937256
	Iteration 10Q: 3 clusters Score -5599366 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30228 members 
Mstep: Class 2 contains 25818 members 
Entering Unmasked Estep 
Score: -5599602.500000 Penalty: 3253.937256
	Iteration 11Q: 3 clusters Score -5599602 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30418 members 
Mstep: Class 2 contains 25628 members 
Entering Unmasked Estep 
Score: -5599698.000000 Penalty: 3253.937256
	Iteration 12Q: 3 clusters Score -5599698 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30613 members 
Mstep: Class 2 contains 25433 members 
Entering Unmasked Estep 
Score: -5599834.500000 Penalty: 3253.937256
	Iteration 13Q: 3 clusters Score -5599834 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30834 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -5599933.000000 Penalty: 3253.937256
	Iteration 14Q: 3 clusters Score -5599933 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31100 members 
Mstep: Class 2 contains 24946 members 
Entering Unmasked Estep 
Score: -5599999.000000 Penalty: 3253.937256
	Iteration 15Q: 3 clusters Score -5599999 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 24689 members 
Entering Unmasked Estep 
Score: -5600085.500000 Penalty: 3253.937256
	Iteration 16Q: 3 clusters Score -5600086 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31655 members 
Mstep: Class 2 contains 24391 members 
Entering Unmasked Estep 
Score: -5600142.000000 Penalty: 3253.937256
	Iteration 17Q: 3 clusters Score -5600142 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31974 members 
Mstep: Class 2 contains 24072 members 
Entering Unmasked Estep 
Score: -5600210.000000 Penalty: 3253.937256
	Iteration 18Q: 3 clusters Score -5600210 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32307 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -5600310.500000 Penalty: 3253.937256
	Iteration 19Q: 3 clusters Score -5600310 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32638 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -5600387.000000 Penalty: 3253.937256
	Iteration 20F: 3 clusters Score -5600387 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32973 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -5600490.000000 Penalty: 3253.937256
	Iteration 21Q: 3 clusters Score -5600490 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33314 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -5600582.500000 Penalty: 3253.937256
	Iteration 22Q: 3 clusters Score -5600582 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33652 members 
Mstep: Class 2 contains 22394 members 
Entering Unmasked Estep 
Score: -5600694.000000 Penalty: 3253.937256
	Iteration 23Q: 3 clusters Score -5600694 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34000 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -5600764.000000 Penalty: 3253.937256
	Iteration 24Q: 3 clusters Score -5600764 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34330 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -5600862.000000 Penalty: 3253.937256
	Iteration 25Q: 3 clusters Score -5600862 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34683 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -5600951.500000 Penalty: 3253.937256
	Iteration 26Q: 3 clusters Score -5600952 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35041 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -5601016.000000 Penalty: 3253.937256
	Iteration 27Q: 3 clusters Score -5601016 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35403 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -5601128.500000 Penalty: 3253.937256
	Iteration 28Q: 3 clusters Score -5601128 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35778 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -5601179.500000 Penalty: 3253.937256
	Iteration 29Q: 3 clusters Score -5601180 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36160 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -5601278.500000 Penalty: 3253.937256
	Iteration 30Q: 3 clusters Score -5601278 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36549 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -5601319.500000 Penalty: 3253.937256
	Iteration 31Q: 3 clusters Score -5601320 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36987 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -5601432.500000 Penalty: 3253.937256
	Iteration 32Q: 3 clusters Score -5601432 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37439 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -5601538.500000 Penalty: 3253.937256
	Iteration 33Q: 3 clusters Score -5601538 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37919 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -5601630.000000 Penalty: 3253.937256
	Iteration 34Q: 3 clusters Score -5601630 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38395 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -5601736.500000 Penalty: 3253.937256
	Iteration 35Q: 3 clusters Score -5601736 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38880 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -5601834.500000 Penalty: 3253.937256
	Iteration 36Q: 3 clusters Score -5601834 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39311 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -5601902.000000 Penalty: 3253.937256
	Iteration 37Q: 3 clusters Score -5601902 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39782 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -5602064.000000 Penalty: 3253.937256
	Iteration 38Q: 3 clusters Score -5602064 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40277 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -5602189.000000 Penalty: 3253.937256
	Iteration 39Q: 3 clusters Score -5602189 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40771 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -5602299.500000 Penalty: 3253.937256
	Iteration 40F: 3 clusters Score -5602300 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41288 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -5602457.000000 Penalty: 3253.937256
	Iteration 41Q: 3 clusters Score -5602457 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41838 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -5602600.000000 Penalty: 3253.937256
	Iteration 42Q: 3 clusters Score -5602600 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42406 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -5602746.000000 Penalty: 3253.937256
	Iteration 43Q: 3 clusters Score -5602746 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42971 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -5602912.500000 Penalty: 3253.937256
	Iteration 44Q: 3 clusters Score -5602912 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43537 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -5603069.000000 Penalty: 3253.937256
	Iteration 45Q: 3 clusters Score -5603069 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44083 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -5603227.000000 Penalty: 3253.937256
	Iteration 46Q: 3 clusters Score -5603227 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44586 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -5603373.500000 Penalty: 3253.937256
	Iteration 47Q: 3 clusters Score -5603374 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45093 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -5603509.000000 Penalty: 3253.937256
	Iteration 48Q: 3 clusters Score -5603509 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45573 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -5603650.500000 Penalty: 3253.937256
	Iteration 49Q: 3 clusters Score -5603650 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46043 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -5603806.000000 Penalty: 3253.937256
	Iteration 50Q: 3 clusters Score -5603806 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46459 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -5603879.500000 Penalty: 3253.937256
	Iteration 51Q: 3 clusters Score -5603880 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46854 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -5603989.500000 Penalty: 3253.937256
	Iteration 52Q: 3 clusters Score -5603990 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47253 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -5604072.500000 Penalty: 3253.937256
	Iteration 53Q: 3 clusters Score -5604072 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47604 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -5604131.000000 Penalty: 3253.937256
	Iteration 54Q: 3 clusters Score -5604131 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47970 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -5604204.500000 Penalty: 3253.937256
	Iteration 55Q: 3 clusters Score -5604204 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48325 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -5604294.500000 Penalty: 3253.937256
	Iteration 56Q: 3 clusters Score -5604294 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48683 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -5604376.500000 Penalty: 3253.937256
	Iteration 57Q: 3 clusters Score -5604376 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49033 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -5604465.500000 Penalty: 3253.937256
	Iteration 58Q: 3 clusters Score -5604466 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49362 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -5604557.500000 Penalty: 3253.937256
	Iteration 59Q: 3 clusters Score -5604558 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49690 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -5604650.000000 Penalty: 3253.937256
	Iteration 60F: 3 clusters Score -5604650 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50024 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -5604729.000000 Penalty: 3253.937256
	Iteration 61Q: 3 clusters Score -5604729 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50334 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -5604835.000000 Penalty: 3253.937256
	Iteration 62Q: 3 clusters Score -5604835 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50633 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -5604896.000000 Penalty: 3253.937256
	Iteration 63Q: 3 clusters Score -5604896 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50925 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -5604973.500000 Penalty: 3253.937256
	Iteration 64Q: 3 clusters Score -5604974 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51229 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -5605049.000000 Penalty: 3253.937256
	Iteration 65Q: 3 clusters Score -5605049 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51500 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -5605128.500000 Penalty: 3253.937256
	Iteration 66Q: 3 clusters Score -5605128 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51738 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -5605179.500000 Penalty: 3253.937256
	Iteration 67Q: 3 clusters Score -5605180 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51981 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -5605237.000000 Penalty: 3253.937256
	Iteration 68Q: 3 clusters Score -5605237 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52219 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -5605330.000000 Penalty: 3253.937256
	Iteration 69Q: 3 clusters Score -5605330 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52426 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -5605379.500000 Penalty: 3253.937256
	Iteration 70Q: 3 clusters Score -5605380 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52625 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -5605438.500000 Penalty: 3253.937256
	Iteration 71Q: 3 clusters Score -5605438 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52813 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -5605489.000000 Penalty: 3253.937256
	Iteration 72Q: 3 clusters Score -5605489 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52973 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -5605555.500000 Penalty: 3253.937256
	Iteration 73Q: 3 clusters Score -5605556 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53132 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -5605606.000000 Penalty: 3253.937256
	Iteration 74Q: 3 clusters Score -5605606 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53267 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -5605651.500000 Penalty: 3253.937256
	Iteration 75Q: 3 clusters Score -5605652 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53388 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -5605695.000000 Penalty: 3253.937256
	Iteration 76Q: 3 clusters Score -5605695 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53520 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -5605731.500000 Penalty: 3253.937256
	Iteration 77Q: 3 clusters Score -5605732 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53642 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -5605757.000000 Penalty: 3253.937256
	Iteration 78Q: 3 clusters Score -5605757 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53751 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -5605806.000000 Penalty: 3253.937256
	Iteration 79Q: 3 clusters Score -5605806 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53842 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -5605841.500000 Penalty: 3253.937256
	Iteration 80F: 3 clusters Score -5605842 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53937 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -5605879.500000 Penalty: 3253.937256
	Iteration 81Q: 3 clusters Score -5605880 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54020 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -5605914.000000 Penalty: 3253.937256
	Iteration 82Q: 3 clusters Score -5605914 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54092 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -5605929.500000 Penalty: 3253.937256
	Iteration 83Q: 3 clusters Score -5605930 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54155 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -5605943.500000 Penalty: 3253.937256
	Iteration 84Q: 3 clusters Score -5605944 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54206 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -5605969.000000 Penalty: 3253.937256
	Iteration 85Q: 3 clusters Score -5605969 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54244 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -5605981.500000 Penalty: 3253.937256
	Iteration 86Q: 3 clusters Score -5605982 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54283 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -5605993.500000 Penalty: 3253.937256
	Iteration 87Q: 3 clusters Score -5605994 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54317 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -5606009.500000 Penalty: 3253.937256
	Iteration 88Q: 3 clusters Score -5606010 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54340 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -5606017.500000 Penalty: 3253.937256
	Iteration 89Q: 3 clusters Score -5606018 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54358 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -5606018.500000 Penalty: 3253.937256
	Iteration 90Q: 3 clusters Score -5606018 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54378 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -5606018.500000 Penalty: 3253.937256
	Iteration 91Q: 3 clusters Score -5606018 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54400 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -5606026.000000 Penalty: 3253.937256
	Iteration 92Q: 3 clusters Score -5606026 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54424 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -5606034.000000 Penalty: 3253.937256
	Iteration 93Q: 3 clusters Score -5606034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54438 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -5606045.500000 Penalty: 3253.937256
	Iteration 94Q: 3 clusters Score -5606046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54449 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -5606048.000000 Penalty: 3253.937256
	Iteration 95Q: 3 clusters Score -5606048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54461 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -5606052.000000 Penalty: 3253.937256
	Iteration 96Q: 3 clusters Score -5606052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54467 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -5606059.500000 Penalty: 3253.937256
	Iteration 97Q: 3 clusters Score -5606060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54473 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -5606053.500000 Penalty: 3253.937256
	Iteration 98Q: 3 clusters Score -5606054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54476 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -5606059.000000 Penalty: 3253.937256
	Iteration 99Q: 3 clusters Score -5606059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54477 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -5606058.500000 Penalty: 3253.937256
	Iteration 100F: 3 clusters Score -5606058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Entering Unmasked Estep 
Score: -60575.984375 Penalty: 975.437134
	Iteration 0F: 2 clusters Score -60575.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -59550.144531 Penalty: 1950.874268
	Iteration 0F: 3 clusters Score -59550.14 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -59779.343750 Penalty: 1950.874268
	Iteration 1F: 3 clusters Score -59779.34 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -59891.257812 Penalty: 1950.874268
	Iteration 2F: 3 clusters Score -59891.26 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -59940.609375 Penalty: 1950.874268
	Iteration 3Q: 3 clusters Score -59940.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -59994.695312 Penalty: 1950.874268
	Iteration 4Q: 3 clusters Score -59994.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -60031.445312 Penalty: 1950.874268
	Iteration 5Q: 3 clusters Score -60031.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -60052.167969 Penalty: 1950.874268
	Iteration 6Q: 3 clusters Score -60052.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -60060.558594 Penalty: 1950.874268
	Iteration 7Q: 3 clusters Score -60060.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -60067.945312 Penalty: 1950.874268
	Iteration 8Q: 3 clusters Score -60067.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -60074.140625 Penalty: 1950.874268
	Iteration 9Q: 3 clusters Score -60074.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -60079.160156 Penalty: 1950.874268
	Iteration 10Q: 3 clusters Score -60079.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -60086.105469 Penalty: 1950.874268
	Iteration 11Q: 3 clusters Score -60086.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -60088.207031 Penalty: 1950.874268
	Iteration 12Q: 3 clusters Score -60088.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -60089.207031 Penalty: 1950.874268
	Iteration 13Q: 3 clusters Score -60089.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -60089.207031 Penalty: 1950.874268
	Iteration 14F: 3 clusters Score -60089.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (49778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49778 members 
Entering Unmasked Estep 
Score: -4974224.500000 Penalty: 1609.320923
	Iteration 0F: 2 clusters Score -4974224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 24817 members 
Entering Unmasked Estep 
Score: -4941923.000000 Penalty: 3218.641846
	Iteration 0F: 3 clusters Score -4941923 nChanged 22862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Mstep: Class 2 contains 23981 members 
Entering Unmasked Estep 
Score: -4954780.500000 Penalty: 3218.641846
	Iteration 1F: 3 clusters Score -4954780 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26462 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -4955519.500000 Penalty: 3218.641846
	Iteration 2Q: 3 clusters Score -4955520 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27477 members 
Mstep: Class 2 contains 22301 members 
Entering Unmasked Estep 
Score: -4956362.000000 Penalty: 3218.641846
	Iteration 3Q: 3 clusters Score -4956362 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28959 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -4957502.500000 Penalty: 3218.641846
	Iteration 4F: 3 clusters Score -4957502 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30907 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -4959045.500000 Penalty: 3218.641846
	Iteration 5F: 3 clusters Score -4959046 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -4960820.000000 Penalty: 3218.641846
	Iteration 6F: 3 clusters Score -4960820 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35760 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -4962860.500000 Penalty: 3218.641846
	Iteration 7F: 3 clusters Score -4962860 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38462 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -4964986.500000 Penalty: 3218.641846
	Iteration 8F: 3 clusters Score -4964986 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40941 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -4966945.000000 Penalty: 3218.641846
	Iteration 9F: 3 clusters Score -4966945 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43169 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -4968684.500000 Penalty: 3218.641846
	Iteration 10Q: 3 clusters Score -4968684 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44953 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -4970037.000000 Penalty: 3218.641846
	Iteration 11Q: 3 clusters Score -4970037 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46289 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -4971052.500000 Penalty: 3218.641846
	Iteration 12Q: 3 clusters Score -4971052 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47248 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -4971782.000000 Penalty: 3218.641846
	Iteration 13Q: 3 clusters Score -4971782 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47854 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -4972245.500000 Penalty: 3218.641846
	Iteration 14Q: 3 clusters Score -4972246 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48263 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -4972624.500000 Penalty: 3218.641846
	Iteration 15Q: 3 clusters Score -4972624 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48518 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -4972830.500000 Penalty: 3218.641846
	Iteration 16Q: 3 clusters Score -4972830 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48659 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -4972967.000000 Penalty: 3218.641846
	Iteration 17Q: 3 clusters Score -4972967 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48752 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -4973036.000000 Penalty: 3218.641846
	Iteration 18Q: 3 clusters Score -4973036 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48808 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -4973074.000000 Penalty: 3218.641846
	Iteration 19Q: 3 clusters Score -4973074 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48849 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -4973106.000000 Penalty: 3218.641846
	Iteration 20F: 3 clusters Score -4973106 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48869 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -4973131.500000 Penalty: 3218.641846
	Iteration 21Q: 3 clusters Score -4973132 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48886 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -4973139.000000 Penalty: 3218.641846
	Iteration 22Q: 3 clusters Score -4973139 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48902 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -4973142.500000 Penalty: 3218.641846
	Iteration 23Q: 3 clusters Score -4973142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48913 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -4973141.500000 Penalty: 3218.641846
	Iteration 24Q: 3 clusters Score -4973142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48921 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -4973150.000000 Penalty: 3218.641846
	Iteration 25Q: 3 clusters Score -4973150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48928 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -4973152.000000 Penalty: 3218.641846
	Iteration 26Q: 3 clusters Score -4973152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48930 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -4973162.000000 Penalty: 3218.641846
	Iteration 27Q: 3 clusters Score -4973162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48930 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -4973165.500000 Penalty: 3218.641846
	Iteration 28Q: 3 clusters Score -4973166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48934 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -4973166.500000 Penalty: 3218.641846
	Iteration 29Q: 3 clusters Score -4973166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48935 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -4973170.000000 Penalty: 3218.641846
	Iteration 30Q: 3 clusters Score -4973170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48942 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -4973172.000000 Penalty: 3218.641846
	Iteration 31Q: 3 clusters Score -4973172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48945 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -4973183.000000 Penalty: 3218.641846
	Iteration 32Q: 3 clusters Score -4973183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48955 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -4973190.500000 Penalty: 3218.641846
	Iteration 33Q: 3 clusters Score -4973190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48961 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -4973195.500000 Penalty: 3218.641846
	Iteration 34Q: 3 clusters Score -4973196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48969 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -4973198.000000 Penalty: 3218.641846
	Iteration 35Q: 3 clusters Score -4973198 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48972 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -4973205.500000 Penalty: 3218.641846
	Iteration 36Q: 3 clusters Score -4973206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48971 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -4973204.000000 Penalty: 3218.641846
	Iteration 37Q: 3 clusters Score -4973204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48972 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -4973206.500000 Penalty: 3218.641846
	Iteration 38Q: 3 clusters Score -4973206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48974 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -4973206.500000 Penalty: 3218.641846
	Iteration 39Q: 3 clusters Score -4973206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48974 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -4973206.500000 Penalty: 3218.641846
	Iteration 40F: 3 clusters Score -4973206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Entering Unmasked Estep 
Score: -1063893.500000 Penalty: 1378.140747
	Iteration 0F: 2 clusters Score -1063894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1056811.875000 Penalty: 2756.281494
	Iteration 0F: 3 clusters Score -1056812 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1059167.250000 Penalty: 2756.281494
	Iteration 1F: 3 clusters Score -1059167 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1059578.625000 Penalty: 2756.281494
	Iteration 2F: 3 clusters Score -1059579 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1059962.625000 Penalty: 2756.281494
	Iteration 3F: 3 clusters Score -1059963 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1060313.125000 Penalty: 2756.281494
	Iteration 4F: 3 clusters Score -1060313 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1060650.000000 Penalty: 2756.281494
	Iteration 5F: 3 clusters Score -1060650 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1060958.250000 Penalty: 2756.281494
	Iteration 6Q: 3 clusters Score -1060958 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1061224.250000 Penalty: 2756.281494
	Iteration 7Q: 3 clusters Score -1061224 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1061488.875000 Penalty: 2756.281494
	Iteration 8Q: 3 clusters Score -1061489 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1061744.000000 Penalty: 2756.281494
	Iteration 9Q: 3 clusters Score -1061744 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1061999.875000 Penalty: 2756.281494
	Iteration 10Q: 3 clusters Score -1062000 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1062241.500000 Penalty: 2756.281494
	Iteration 11Q: 3 clusters Score -1062242 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1062455.875000 Penalty: 2756.281494
	Iteration 12Q: 3 clusters Score -1062456 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1062679.625000 Penalty: 2756.281494
	Iteration 13Q: 3 clusters Score -1062680 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1062907.875000 Penalty: 2756.281494
	Iteration 14Q: 3 clusters Score -1062908 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1063137.125000 Penalty: 2756.281494
	Iteration 15Q: 3 clusters Score -1063137 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1063363.750000 Penalty: 2756.281494
	Iteration 16Q: 3 clusters Score -1063364 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1063568.250000 Penalty: 2756.281494
	Iteration 17Q: 3 clusters Score -1063568 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1063741.250000 Penalty: 2756.281494
	Iteration 18Q: 3 clusters Score -1063741 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1063854.500000 Penalty: 2756.281494
	Iteration 19Q: 3 clusters Score -1063854 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1063922.000000 Penalty: 2756.281494
	Iteration 20F: 3 clusters Score -1063922 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1063967.375000 Penalty: 2756.281494
	Iteration 21Q: 3 clusters Score -1063967 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1063989.375000 Penalty: 2756.281494
	Iteration 22Q: 3 clusters Score -1063989 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1063997.750000 Penalty: 2756.281494
	Iteration 23Q: 3 clusters Score -1063998 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1064002.375000 Penalty: 2756.281494
	Iteration 24Q: 3 clusters Score -1064002 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1064007.000000 Penalty: 2756.281494
	Iteration 25Q: 3 clusters Score -1064007 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1064009.875000 Penalty: 2756.281494
	Iteration 26Q: 3 clusters Score -1064010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1064012.625000 Penalty: 2756.281494
	Iteration 27Q: 3 clusters Score -1064013 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1064016.750000 Penalty: 2756.281494
	Iteration 28Q: 3 clusters Score -1064017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1064016.750000 Penalty: 2756.281494
	Iteration 29Q: 3 clusters Score -1064017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1064017.375000 Penalty: 2756.281494
	Iteration 30Q: 3 clusters Score -1064017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1064019.875000 Penalty: 2756.281494
	Iteration 31Q: 3 clusters Score -1064020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1064019.125000 Penalty: 2756.281494
	Iteration 32Q: 3 clusters Score -1064019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1064018.250000 Penalty: 2756.281494
	Iteration 33Q: 3 clusters Score -1064018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1064018.250000 Penalty: 2756.281494
	Iteration 34F: 3 clusters Score -1064018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 56046 members 
Mstep: Class 2 contains 703 members 
Mstep: Class 3 contains 49778 members 
Mstep: Class 4 contains 3921 members 
Mstep: Class 5 contains 111415 members 
Mstep: Class 6 contains 36969 members 
Mstep: Class 7 contains 36578 members 
Mstep: Class 8 contains 3877 members 
Mstep: Class 9 contains 10437 members 
Mstep: Class 10 contains 12215 members 
Mstep: Class 11 contains 7139 members 
Mstep: Class 12 contains 24516 members 
Mstep: Class 13 contains 4002 members 
Mstep: Class 14 contains 4516 members 
Mstep: Class 15 contains 2825 members 
Mstep: Class 16 contains 37813 members 
Mstep: Class 17 contains 35592 members 
Mstep: Class 18 contains 11098 members 
Mstep: Class 19 contains 7320 members 
Mstep: Class 20 contains 1361 members 
Mstep: Class 21 contains 36611 members 
Mstep: Class 22 contains 5509 members 
Mstep: Class 23 contains 4473 members 
Mstep: Class 24 contains 6402 members 
Mstep: Class 25 contains 14675 members 
Mstep: Class 26 contains 3690 members 
Mstep: Class 27 contains 18430 members 
Mstep: Class 28 contains 10129 members 
Mstep: Class 29 contains 15024 members 
Mstep: Class 30 contains 16104 members 
Mstep: Class 31 contains 9398 members 
Mstep: Class 32 contains 106034 members 
Mstep: Class 33 contains 17955 members 
Mstep: Class 34 contains 8873 members 
Mstep: Class 35 contains 36258 members 
Mstep: Class 36 contains 2275 members 
Mstep: Class 37 contains 37496 members 
Mstep: Class 38 contains 14770 members 
Mstep: Class 39 contains 17519 members 
Mstep: Class 40 contains 5799 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 7970 members 
Mstep: Class 43 contains 14973 members 
Mstep: Class 44 contains 4391 members 
Mstep: Class 45 contains 2208 members 
Mstep: Class 46 contains 1621 members 
Mstep: Class 47 contains 11620 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 3997 members 
Mstep: Class 50 contains 6606 members 
Entering Unmasked Estep 
Score: -88124600.000000 Penalty: 102001.945312
Splitting cluster 4 changes total score from -88125056.000000 to -88124600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (111415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111415 members 
Entering Unmasked Estep 
Score: -11226425.000000 Penalty: 1729.207397
	Iteration 0F: 2 clusters Score -1.122642e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55753 members 
Mstep: Class 2 contains 55662 members 
Entering Unmasked Estep 
Score: -11153232.000000 Penalty: 3458.414795
	Iteration 0F: 3 clusters Score -1.115323e+07 nChanged 52705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55620 members 
Mstep: Class 2 contains 55795 members 
Entering Unmasked Estep 
Score: -11184152.000000 Penalty: 3458.414795
	Iteration 1F: 3 clusters Score -1.118415e+07 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55968 members 
Mstep: Class 2 contains 55447 members 
Entering Unmasked Estep 
Score: -11185293.000000 Penalty: 3458.414795
	Iteration 2Q: 3 clusters Score -1.118529e+07 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56477 members 
Mstep: Class 2 contains 54938 members 
Entering Unmasked Estep 
Score: -11186626.000000 Penalty: 3458.414795
	Iteration 3Q: 3 clusters Score -1.118663e+07 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57154 members 
Mstep: Class 2 contains 54261 members 
Entering Unmasked Estep 
Score: -11188208.000000 Penalty: 3458.414795
	Iteration 4Q: 3 clusters Score -1.118821e+07 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58193 members 
Mstep: Class 2 contains 53222 members 
Entering Unmasked Estep 
Score: -11190211.000000 Penalty: 3458.414795
	Iteration 5Q: 3 clusters Score -1.119021e+07 nChanged 5532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59701 members 
Mstep: Class 2 contains 51714 members 
Entering Unmasked Estep 
Score: -11192721.000000 Penalty: 3458.414795
	Iteration 6Q: 3 clusters Score -1.119272e+07 nChanged 5855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61636 members 
Mstep: Class 2 contains 49779 members 
Entering Unmasked Estep 
Score: -11195902.000000 Penalty: 3458.414795
	Iteration 7F: 3 clusters Score -1.11959e+07 nChanged 6011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63867 members 
Mstep: Class 2 contains 47548 members 
Entering Unmasked Estep 
Score: -11199270.000000 Penalty: 3458.414795
	Iteration 8F: 3 clusters Score -1.119927e+07 nChanged 5901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66236 members 
Mstep: Class 2 contains 45179 members 
Entering Unmasked Estep 
Score: -11202977.000000 Penalty: 3458.414795
	Iteration 9F: 3 clusters Score -1.120298e+07 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68357 members 
Mstep: Class 2 contains 43058 members 
Entering Unmasked Estep 
Score: -11206209.000000 Penalty: 3458.414795
	Iteration 10Q: 3 clusters Score -1.120621e+07 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70181 members 
Mstep: Class 2 contains 41234 members 
Entering Unmasked Estep 
Score: -11208180.000000 Penalty: 3458.414795
	Iteration 11Q: 3 clusters Score -1.120818e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71886 members 
Mstep: Class 2 contains 39529 members 
Entering Unmasked Estep 
Score: -11209134.000000 Penalty: 3458.414795
	Iteration 12Q: 3 clusters Score -1.120913e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73520 members 
Mstep: Class 2 contains 37895 members 
Entering Unmasked Estep 
Score: -11209764.000000 Penalty: 3458.414795
	Iteration 13Q: 3 clusters Score -1.120976e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75191 members 
Mstep: Class 2 contains 36224 members 
Entering Unmasked Estep 
Score: -11210312.000000 Penalty: 3458.414795
	Iteration 14Q: 3 clusters Score -1.121031e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76942 members 
Mstep: Class 2 contains 34473 members 
Entering Unmasked Estep 
Score: -11210804.000000 Penalty: 3458.414795
	Iteration 15Q: 3 clusters Score -1.12108e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78724 members 
Mstep: Class 2 contains 32691 members 
Entering Unmasked Estep 
Score: -11211361.000000 Penalty: 3458.414795
	Iteration 16Q: 3 clusters Score -1.121136e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80625 members 
Mstep: Class 2 contains 30790 members 
Entering Unmasked Estep 
Score: -11211989.000000 Penalty: 3458.414795
	Iteration 17Q: 3 clusters Score -1.121199e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82684 members 
Mstep: Class 2 contains 28731 members 
Entering Unmasked Estep 
Score: -11212730.000000 Penalty: 3458.414795
	Iteration 18Q: 3 clusters Score -1.121273e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84786 members 
Mstep: Class 2 contains 26629 members 
Entering Unmasked Estep 
Score: -11213382.000000 Penalty: 3458.414795
	Iteration 19Q: 3 clusters Score -1.121338e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86916 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -11214228.000000 Penalty: 3458.414795
	Iteration 20F: 3 clusters Score -1.121423e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89060 members 
Mstep: Class 2 contains 22355 members 
Entering Unmasked Estep 
Score: -11215077.000000 Penalty: 3458.414795
	Iteration 21Q: 3 clusters Score -1.121508e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91172 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -11215865.000000 Penalty: 3458.414795
	Iteration 22Q: 3 clusters Score -1.121586e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93234 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -11216813.000000 Penalty: 3458.414795
	Iteration 23Q: 3 clusters Score -1.121681e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95258 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -11217774.000000 Penalty: 3458.414795
	Iteration 24Q: 3 clusters Score -1.121777e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97186 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -11218678.000000 Penalty: 3458.414795
	Iteration 25Q: 3 clusters Score -1.121868e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99036 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -11219563.000000 Penalty: 3458.414795
	Iteration 26Q: 3 clusters Score -1.121956e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100783 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -11220454.000000 Penalty: 3458.414795
	Iteration 27Q: 3 clusters Score -1.122045e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102339 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -11221288.000000 Penalty: 3458.414795
	Iteration 28Q: 3 clusters Score -1.122129e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103704 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -11221959.000000 Penalty: 3458.414795
	Iteration 29Q: 3 clusters Score -1.122196e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104903 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -11222622.000000 Penalty: 3458.414795
	Iteration 30Q: 3 clusters Score -1.122262e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105938 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -11223186.000000 Penalty: 3458.414795
	Iteration 31Q: 3 clusters Score -1.122319e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106785 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -11223599.000000 Penalty: 3458.414795
	Iteration 32Q: 3 clusters Score -1.12236e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107464 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -11223915.000000 Penalty: 3458.414795
	Iteration 33Q: 3 clusters Score -1.122392e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108022 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -11224189.000000 Penalty: 3458.414795
	Iteration 34Q: 3 clusters Score -1.122419e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108465 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -11224393.000000 Penalty: 3458.414795
	Iteration 35Q: 3 clusters Score -1.122439e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108816 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -11224556.000000 Penalty: 3458.414795
	Iteration 36Q: 3 clusters Score -1.122456e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109098 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -11224668.000000 Penalty: 3458.414795
	Iteration 37Q: 3 clusters Score -1.122467e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109357 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -11224791.000000 Penalty: 3458.414795
	Iteration 38Q: 3 clusters Score -1.122479e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109540 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -11224874.000000 Penalty: 3458.414795
	Iteration 39Q: 3 clusters Score -1.122487e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109699 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -11224936.000000 Penalty: 3458.414795
	Iteration 40F: 3 clusters Score -1.122494e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109836 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -11225019.000000 Penalty: 3458.414795
	Iteration 41Q: 3 clusters Score -1.122502e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109938 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -11225074.000000 Penalty: 3458.414795
	Iteration 42Q: 3 clusters Score -1.122507e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110026 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -11225128.000000 Penalty: 3458.414795
	Iteration 43Q: 3 clusters Score -1.122513e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110093 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -11225146.000000 Penalty: 3458.414795
	Iteration 44Q: 3 clusters Score -1.122515e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110150 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -11225175.000000 Penalty: 3458.414795
	Iteration 45Q: 3 clusters Score -1.122518e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110202 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -11225194.000000 Penalty: 3458.414795
	Iteration 46Q: 3 clusters Score -1.122519e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110243 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -11225213.000000 Penalty: 3458.414795
	Iteration 47Q: 3 clusters Score -1.122521e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110275 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -11225234.000000 Penalty: 3458.414795
	Iteration 48Q: 3 clusters Score -1.122523e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110295 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -11225246.000000 Penalty: 3458.414795
	Iteration 49Q: 3 clusters Score -1.122525e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110312 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -11225250.000000 Penalty: 3458.414795
	Iteration 50Q: 3 clusters Score -1.122525e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110328 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -11225259.000000 Penalty: 3458.414795
	Iteration 51Q: 3 clusters Score -1.122526e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110341 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -11225275.000000 Penalty: 3458.414795
	Iteration 52Q: 3 clusters Score -1.122528e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110347 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -11225281.000000 Penalty: 3458.414795
	Iteration 53Q: 3 clusters Score -1.122528e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110356 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -11225292.000000 Penalty: 3458.414795
	Iteration 54Q: 3 clusters Score -1.122529e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110361 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -11225296.000000 Penalty: 3458.414795
	Iteration 55Q: 3 clusters Score -1.12253e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110368 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -11225294.000000 Penalty: 3458.414795
	Iteration 56Q: 3 clusters Score -1.122529e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110376 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -11225297.000000 Penalty: 3458.414795
	Iteration 57Q: 3 clusters Score -1.12253e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110382 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -11225306.000000 Penalty: 3458.414795
	Iteration 58Q: 3 clusters Score -1.122531e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110387 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -11225297.000000 Penalty: 3458.414795
	Iteration 59Q: 3 clusters Score -1.12253e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110392 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -11225300.000000 Penalty: 3458.414795
	Iteration 60F: 3 clusters Score -1.12253e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110395 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -11225307.000000 Penalty: 3458.414795
	Iteration 61Q: 3 clusters Score -1.122531e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110398 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -11225305.000000 Penalty: 3458.414795
	Iteration 62Q: 3 clusters Score -1.12253e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110404 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -11225307.000000 Penalty: 3458.414795
	Iteration 63Q: 3 clusters Score -1.122531e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110407 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -11225316.000000 Penalty: 3458.414795
	Iteration 64Q: 3 clusters Score -1.122532e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110412 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -11225319.000000 Penalty: 3458.414795
	Iteration 65Q: 3 clusters Score -1.122532e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110416 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -11225325.000000 Penalty: 3458.414795
	Iteration 66Q: 3 clusters Score -1.122532e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110427 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -11225339.000000 Penalty: 3458.414795
	Iteration 67Q: 3 clusters Score -1.122534e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110441 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -11225330.000000 Penalty: 3458.414795
	Iteration 68Q: 3 clusters Score -1.122533e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110452 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -11225333.000000 Penalty: 3458.414795
	Iteration 69Q: 3 clusters Score -1.122533e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110460 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -11225340.000000 Penalty: 3458.414795
	Iteration 70Q: 3 clusters Score -1.122534e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110467 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -11225334.000000 Penalty: 3458.414795
	Iteration 71Q: 3 clusters Score -1.122533e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110470 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -11225335.000000 Penalty: 3458.414795
	Iteration 72Q: 3 clusters Score -1.122534e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110472 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -11225340.000000 Penalty: 3458.414795
	Iteration 73Q: 3 clusters Score -1.122534e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110477 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -11225334.000000 Penalty: 3458.414795
	Iteration 74Q: 3 clusters Score -1.122533e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110482 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -11225335.000000 Penalty: 3458.414795
	Iteration 75Q: 3 clusters Score -1.122534e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110488 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -11225335.000000 Penalty: 3458.414795
	Iteration 76Q: 3 clusters Score -1.122534e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110494 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -11225329.000000 Penalty: 3458.414795
	Iteration 77Q: 3 clusters Score -1.122533e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110497 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -11225333.000000 Penalty: 3458.414795
	Iteration 78Q: 3 clusters Score -1.122533e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110503 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -11225326.000000 Penalty: 3458.414795
	Iteration 79Q: 3 clusters Score -1.122533e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110505 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -11225327.000000 Penalty: 3458.414795
	Iteration 80F: 3 clusters Score -1.122533e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110508 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -11225331.000000 Penalty: 3458.414795
	Iteration 81Q: 3 clusters Score -1.122533e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110512 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -11225331.000000 Penalty: 3458.414795
	Iteration 82Q: 3 clusters Score -1.122533e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110516 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -11225344.000000 Penalty: 3458.414795
	Iteration 83Q: 3 clusters Score -1.122534e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110516 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -11225344.000000 Penalty: 3458.414795
	Iteration 84F: 3 clusters Score -1.122534e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (36969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36969 members 
Entering Unmasked Estep 
Score: -3811385.500000 Penalty: 1565.053833
	Iteration 0F: 2 clusters Score -3811386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -3787266.000000 Penalty: 3130.107666
	Iteration 0F: 3 clusters Score -3787266 nChanged 16766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -3796691.000000 Penalty: 3130.107666
	Iteration 1F: 3 clusters Score -3796691 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -3797316.500000 Penalty: 3130.107666
	Iteration 2Q: 3 clusters Score -3797316 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -3797882.000000 Penalty: 3130.107666
	Iteration 3Q: 3 clusters Score -3797882 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -3798542.250000 Penalty: 3130.107666
	Iteration 4Q: 3 clusters Score -3798542 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -3799469.500000 Penalty: 3130.107666
	Iteration 5Q: 3 clusters Score -3799470 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -3800742.500000 Penalty: 3130.107666
	Iteration 6F: 3 clusters Score -3800742 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -3802295.500000 Penalty: 3130.107666
	Iteration 7F: 3 clusters Score -3802296 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -3803925.250000 Penalty: 3130.107666
	Iteration 8F: 3 clusters Score -3803925 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -3805321.250000 Penalty: 3130.107666
	Iteration 9F: 3 clusters Score -3805321 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28154 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -3806381.000000 Penalty: 3130.107666
	Iteration 10Q: 3 clusters Score -3806381 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28894 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -3807216.750000 Penalty: 3130.107666
	Iteration 11Q: 3 clusters Score -3807217 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29459 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -3807939.250000 Penalty: 3130.107666
	Iteration 12Q: 3 clusters Score -3807939 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29873 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -3808447.000000 Penalty: 3130.107666
	Iteration 13Q: 3 clusters Score -3808447 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30206 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -3808768.500000 Penalty: 3130.107666
	Iteration 14Q: 3 clusters Score -3808768 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30519 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -3809013.000000 Penalty: 3130.107666
	Iteration 15Q: 3 clusters Score -3809013 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30765 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -3809183.750000 Penalty: 3130.107666
	Iteration 16Q: 3 clusters Score -3809184 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31016 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -3809325.250000 Penalty: 3130.107666
	Iteration 17Q: 3 clusters Score -3809325 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31257 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -3809442.000000 Penalty: 3130.107666
	Iteration 18Q: 3 clusters Score -3809442 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31462 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -3809542.250000 Penalty: 3130.107666
	Iteration 19Q: 3 clusters Score -3809542 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31637 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -3809608.500000 Penalty: 3130.107666
	Iteration 20F: 3 clusters Score -3809608 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31821 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -3809672.250000 Penalty: 3130.107666
	Iteration 21Q: 3 clusters Score -3809672 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31997 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -3809738.500000 Penalty: 3130.107666
	Iteration 22Q: 3 clusters Score -3809738 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32178 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -3809814.000000 Penalty: 3130.107666
	Iteration 23Q: 3 clusters Score -3809814 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32358 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -3809882.500000 Penalty: 3130.107666
	Iteration 24Q: 3 clusters Score -3809882 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32529 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -3809938.500000 Penalty: 3130.107666
	Iteration 25Q: 3 clusters Score -3809938 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32696 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -3810007.000000 Penalty: 3130.107666
	Iteration 26Q: 3 clusters Score -3810007 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32850 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -3810056.250000 Penalty: 3130.107666
	Iteration 27Q: 3 clusters Score -3810056 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32988 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -3810105.750000 Penalty: 3130.107666
	Iteration 28Q: 3 clusters Score -3810106 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33111 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -3810135.500000 Penalty: 3130.107666
	Iteration 29Q: 3 clusters Score -3810136 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33222 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -3810176.000000 Penalty: 3130.107666
	Iteration 30Q: 3 clusters Score -3810176 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33328 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -3810187.250000 Penalty: 3130.107666
	Iteration 31Q: 3 clusters Score -3810187 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33421 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -3810219.000000 Penalty: 3130.107666
	Iteration 32Q: 3 clusters Score -3810219 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33487 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -3810231.750000 Penalty: 3130.107666
	Iteration 33Q: 3 clusters Score -3810232 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33552 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -3810237.250000 Penalty: 3130.107666
	Iteration 34Q: 3 clusters Score -3810237 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33611 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -3810266.000000 Penalty: 3130.107666
	Iteration 35Q: 3 clusters Score -3810266 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33667 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -3810272.500000 Penalty: 3130.107666
	Iteration 36Q: 3 clusters Score -3810272 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33712 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -3810283.000000 Penalty: 3130.107666
	Iteration 37Q: 3 clusters Score -3810283 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33758 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -3810290.500000 Penalty: 3130.107666
	Iteration 38Q: 3 clusters Score -3810290 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33800 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -3810302.250000 Penalty: 3130.107666
	Iteration 39Q: 3 clusters Score -3810302 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33836 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -3810311.750000 Penalty: 3130.107666
	Iteration 40F: 3 clusters Score -3810312 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33874 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -3810321.500000 Penalty: 3130.107666
	Iteration 41Q: 3 clusters Score -3810322 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33907 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -3810330.000000 Penalty: 3130.107666
	Iteration 42Q: 3 clusters Score -3810330 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33939 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -3810338.000000 Penalty: 3130.107666
	Iteration 43Q: 3 clusters Score -3810338 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33966 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -3810341.250000 Penalty: 3130.107666
	Iteration 44Q: 3 clusters Score -3810341 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33998 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -3810348.000000 Penalty: 3130.107666
	Iteration 45Q: 3 clusters Score -3810348 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34027 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -3810351.000000 Penalty: 3130.107666
	Iteration 46Q: 3 clusters Score -3810351 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34050 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -3810357.500000 Penalty: 3130.107666
	Iteration 47Q: 3 clusters Score -3810358 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34076 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -3810352.750000 Penalty: 3130.107666
	Iteration 48Q: 3 clusters Score -3810353 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34099 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -3810354.250000 Penalty: 3130.107666
	Iteration 49Q: 3 clusters Score -3810354 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34118 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -3810361.250000 Penalty: 3130.107666
	Iteration 50Q: 3 clusters Score -3810361 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34139 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -3810375.750000 Penalty: 3130.107666
	Iteration 51Q: 3 clusters Score -3810376 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34164 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -3810377.250000 Penalty: 3130.107666
	Iteration 52Q: 3 clusters Score -3810377 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34187 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -3810390.500000 Penalty: 3130.107666
	Iteration 53Q: 3 clusters Score -3810390 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34207 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -3810385.250000 Penalty: 3130.107666
	Iteration 54Q: 3 clusters Score -3810385 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34229 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -3810383.000000 Penalty: 3130.107666
	Iteration 55Q: 3 clusters Score -3810383 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34247 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -3810384.750000 Penalty: 3130.107666
	Iteration 56Q: 3 clusters Score -3810385 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34266 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -3810390.000000 Penalty: 3130.107666
	Iteration 57Q: 3 clusters Score -3810390 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34288 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -3810392.250000 Penalty: 3130.107666
	Iteration 58Q: 3 clusters Score -3810392 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34310 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -3810397.750000 Penalty: 3130.107666
	Iteration 59Q: 3 clusters Score -3810398 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34329 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -3810406.750000 Penalty: 3130.107666
	Iteration 60F: 3 clusters Score -3810407 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34346 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -3810413.500000 Penalty: 3130.107666
	Iteration 61Q: 3 clusters Score -3810414 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34363 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -3810420.250000 Penalty: 3130.107666
	Iteration 62Q: 3 clusters Score -3810420 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34379 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -3810418.750000 Penalty: 3130.107666
	Iteration 63Q: 3 clusters Score -3810419 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34390 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -3810422.250000 Penalty: 3130.107666
	Iteration 64Q: 3 clusters Score -3810422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34405 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -3810420.500000 Penalty: 3130.107666
	Iteration 65Q: 3 clusters Score -3810420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34416 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -3810425.750000 Penalty: 3130.107666
	Iteration 66Q: 3 clusters Score -3810426 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34429 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -3810429.250000 Penalty: 3130.107666
	Iteration 67Q: 3 clusters Score -3810429 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34441 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -3810425.750000 Penalty: 3130.107666
	Iteration 68Q: 3 clusters Score -3810426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34443 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -3810425.250000 Penalty: 3130.107666
	Iteration 69Q: 3 clusters Score -3810425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34444 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -3810426.500000 Penalty: 3130.107666
	Iteration 70Q: 3 clusters Score -3810426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34447 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -3810423.000000 Penalty: 3130.107666
	Iteration 71Q: 3 clusters Score -3810423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34450 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -3810419.000000 Penalty: 3130.107666
	Iteration 72Q: 3 clusters Score -3810419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34452 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -3810418.500000 Penalty: 3130.107666
	Iteration 73Q: 3 clusters Score -3810418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34455 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -3810418.500000 Penalty: 3130.107666
	Iteration 74Q: 3 clusters Score -3810418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34457 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -3810421.250000 Penalty: 3130.107666
	Iteration 75Q: 3 clusters Score -3810421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34461 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -3810428.250000 Penalty: 3130.107666
	Iteration 76Q: 3 clusters Score -3810428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34463 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -3810426.000000 Penalty: 3130.107666
	Iteration 77Q: 3 clusters Score -3810426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34465 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -3810428.500000 Penalty: 3130.107666
	Iteration 78Q: 3 clusters Score -3810428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34469 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -3810433.250000 Penalty: 3130.107666
	Iteration 79Q: 3 clusters Score -3810433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34473 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -3810433.500000 Penalty: 3130.107666
	Iteration 80F: 3 clusters Score -3810434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34478 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -3810434.250000 Penalty: 3130.107666
	Iteration 81Q: 3 clusters Score -3810434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34479 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -3810430.000000 Penalty: 3130.107666
	Iteration 82Q: 3 clusters Score -3810430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34485 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -3810433.250000 Penalty: 3130.107666
	Iteration 83Q: 3 clusters Score -3810433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34489 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -3810433.750000 Penalty: 3130.107666
	Iteration 84Q: 3 clusters Score -3810434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34492 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -3810435.500000 Penalty: 3130.107666
	Iteration 85Q: 3 clusters Score -3810436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34496 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -3810436.250000 Penalty: 3130.107666
	Iteration 86Q: 3 clusters Score -3810436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34499 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -3810437.000000 Penalty: 3130.107666
	Iteration 87Q: 3 clusters Score -3810437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34502 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -3810435.000000 Penalty: 3130.107666
	Iteration 88Q: 3 clusters Score -3810435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34502 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -3810435.000000 Penalty: 3130.107666
	Iteration 89F: 3 clusters Score -3810435 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (36578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36578 members 
Entering Unmasked Estep 
Score: -3476318.250000 Penalty: 1563.471680
	Iteration 0F: 2 clusters Score -3476318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -3452440.500000 Penalty: 3126.943359
	Iteration 0F: 3 clusters Score -3452440 nChanged 16671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -3461785.500000 Penalty: 3126.943359
	Iteration 1F: 3 clusters Score -3461786 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -3462492.250000 Penalty: 3126.943359
	Iteration 2F: 3 clusters Score -3462492 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -3463182.750000 Penalty: 3126.943359
	Iteration 3Q: 3 clusters Score -3463183 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -3463951.250000 Penalty: 3126.943359
	Iteration 4Q: 3 clusters Score -3463951 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -3464765.250000 Penalty: 3126.943359
	Iteration 5Q: 3 clusters Score -3464765 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -3465632.000000 Penalty: 3126.943359
	Iteration 6Q: 3 clusters Score -3465632 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24438 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -3466640.500000 Penalty: 3126.943359
	Iteration 7Q: 3 clusters Score -3466640 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25942 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -3467815.500000 Penalty: 3126.943359
	Iteration 8F: 3 clusters Score -3467816 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27535 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -3469129.500000 Penalty: 3126.943359
	Iteration 9Q: 3 clusters Score -3469130 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29122 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -3470470.500000 Penalty: 3126.943359
	Iteration 10Q: 3 clusters Score -3470470 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30437 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -3471545.000000 Penalty: 3126.943359
	Iteration 11Q: 3 clusters Score -3471545 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31512 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -3472437.750000 Penalty: 3126.943359
	Iteration 12Q: 3 clusters Score -3472438 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32366 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -3473039.500000 Penalty: 3126.943359
	Iteration 13Q: 3 clusters Score -3473040 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33027 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -3473458.500000 Penalty: 3126.943359
	Iteration 14Q: 3 clusters Score -3473458 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33562 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -3473756.250000 Penalty: 3126.943359
	Iteration 15Q: 3 clusters Score -3473756 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34043 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -3474011.000000 Penalty: 3126.943359
	Iteration 16Q: 3 clusters Score -3474011 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34444 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -3474274.250000 Penalty: 3126.943359
	Iteration 17Q: 3 clusters Score -3474274 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34785 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -3474474.250000 Penalty: 3126.943359
	Iteration 18Q: 3 clusters Score -3474474 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35039 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -3474654.000000 Penalty: 3126.943359
	Iteration 19Q: 3 clusters Score -3474654 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35219 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -3474754.750000 Penalty: 3126.943359
	Iteration 20F: 3 clusters Score -3474755 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35361 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -3474830.750000 Penalty: 3126.943359
	Iteration 21Q: 3 clusters Score -3474831 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35476 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -3474903.500000 Penalty: 3126.943359
	Iteration 22Q: 3 clusters Score -3474904 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35580 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -3474958.750000 Penalty: 3126.943359
	Iteration 23Q: 3 clusters Score -3474959 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35639 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -3474994.750000 Penalty: 3126.943359
	Iteration 24Q: 3 clusters Score -3474995 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35691 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -3475022.750000 Penalty: 3126.943359
	Iteration 25Q: 3 clusters Score -3475023 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35745 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -3475049.250000 Penalty: 3126.943359
	Iteration 26Q: 3 clusters Score -3475049 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35776 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3475059.000000 Penalty: 3126.943359
	Iteration 27Q: 3 clusters Score -3475059 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35807 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3475079.750000 Penalty: 3126.943359
	Iteration 28Q: 3 clusters Score -3475080 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35837 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -3475096.750000 Penalty: 3126.943359
	Iteration 29Q: 3 clusters Score -3475097 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35858 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -3475109.750000 Penalty: 3126.943359
	Iteration 30Q: 3 clusters Score -3475110 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35877 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -3475119.500000 Penalty: 3126.943359
	Iteration 31Q: 3 clusters Score -3475120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35891 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -3475125.000000 Penalty: 3126.943359
	Iteration 32Q: 3 clusters Score -3475125 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35904 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3475131.250000 Penalty: 3126.943359
	Iteration 33Q: 3 clusters Score -3475131 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35917 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3475143.500000 Penalty: 3126.943359
	Iteration 34Q: 3 clusters Score -3475144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35922 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -3475147.750000 Penalty: 3126.943359
	Iteration 35Q: 3 clusters Score -3475148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35926 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -3475150.000000 Penalty: 3126.943359
	Iteration 36Q: 3 clusters Score -3475150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35931 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3475151.250000 Penalty: 3126.943359
	Iteration 37Q: 3 clusters Score -3475151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35935 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3475153.000000 Penalty: 3126.943359
	Iteration 38Q: 3 clusters Score -3475153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35940 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -3475159.500000 Penalty: 3126.943359
	Iteration 39Q: 3 clusters Score -3475160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35947 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3475163.250000 Penalty: 3126.943359
	Iteration 40F: 3 clusters Score -3475163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35952 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3475171.000000 Penalty: 3126.943359
	Iteration 41Q: 3 clusters Score -3475171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35957 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -3475169.500000 Penalty: 3126.943359
	Iteration 42Q: 3 clusters Score -3475170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35963 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -3475174.250000 Penalty: 3126.943359
	Iteration 43Q: 3 clusters Score -3475174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35967 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3475178.000000 Penalty: 3126.943359
	Iteration 44Q: 3 clusters Score -3475178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35971 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3475180.750000 Penalty: 3126.943359
	Iteration 45Q: 3 clusters Score -3475181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35975 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -3475183.250000 Penalty: 3126.943359
	Iteration 46Q: 3 clusters Score -3475183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -3475186.250000 Penalty: 3126.943359
	Iteration 47Q: 3 clusters Score -3475186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35979 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -3475188.250000 Penalty: 3126.943359
	Iteration 48Q: 3 clusters Score -3475188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35979 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -3475188.250000 Penalty: 3126.943359
	Iteration 49F: 3 clusters Score -3475188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Entering Unmasked Estep 
Score: -371071.281250 Penalty: 1229.507202
	Iteration 0F: 2 clusters Score -371071.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -368081.562500 Penalty: 2459.014404
	Iteration 0F: 3 clusters Score -368081.6 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -368933.531250 Penalty: 2459.014404
	Iteration 1F: 3 clusters Score -368933.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -369136.000000 Penalty: 2459.014404
	Iteration 2F: 3 clusters Score -369136 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -369265.656250 Penalty: 2459.014404
	Iteration 3F: 3 clusters Score -369265.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -369364.531250 Penalty: 2459.014404
	Iteration 4Q: 3 clusters Score -369364.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -369432.781250 Penalty: 2459.014404
	Iteration 5Q: 3 clusters Score -369432.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -369505.000000 Penalty: 2459.014404
	Iteration 6Q: 3 clusters Score -369505 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -369573.375000 Penalty: 2459.014404
	Iteration 7Q: 3 clusters Score -369573.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -369630.218750 Penalty: 2459.014404
	Iteration 8Q: 3 clusters Score -369630.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -369677.968750 Penalty: 2459.014404
	Iteration 9Q: 3 clusters Score -369678 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -369712.531250 Penalty: 2459.014404
	Iteration 10Q: 3 clusters Score -369712.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -369737.875000 Penalty: 2459.014404
	Iteration 11Q: 3 clusters Score -369737.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -369753.468750 Penalty: 2459.014404
	Iteration 12Q: 3 clusters Score -369753.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -369767.625000 Penalty: 2459.014404
	Iteration 13Q: 3 clusters Score -369767.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -369784.093750 Penalty: 2459.014404
	Iteration 14Q: 3 clusters Score -369784.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -369802.687500 Penalty: 2459.014404
	Iteration 15Q: 3 clusters Score -369802.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -369824.593750 Penalty: 2459.014404
	Iteration 16Q: 3 clusters Score -369824.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -369853.562500 Penalty: 2459.014404
	Iteration 17Q: 3 clusters Score -369853.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -369874.343750 Penalty: 2459.014404
	Iteration 18Q: 3 clusters Score -369874.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -369891.093750 Penalty: 2459.014404
	Iteration 19Q: 3 clusters Score -369891.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -369910.281250 Penalty: 2459.014404
	Iteration 20F: 3 clusters Score -369910.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -369924.406250 Penalty: 2459.014404
	Iteration 21Q: 3 clusters Score -369924.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -369937.406250 Penalty: 2459.014404
	Iteration 22Q: 3 clusters Score -369937.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -369951.781250 Penalty: 2459.014404
	Iteration 23Q: 3 clusters Score -369951.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -369967.437500 Penalty: 2459.014404
	Iteration 24Q: 3 clusters Score -369967.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -369979.406250 Penalty: 2459.014404
	Iteration 25Q: 3 clusters Score -369979.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -369994.218750 Penalty: 2459.014404
	Iteration 26Q: 3 clusters Score -369994.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -370009.156250 Penalty: 2459.014404
	Iteration 27Q: 3 clusters Score -370009.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -370022.656250 Penalty: 2459.014404
	Iteration 28Q: 3 clusters Score -370022.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -370034.843750 Penalty: 2459.014404
	Iteration 29Q: 3 clusters Score -370034.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -370046.406250 Penalty: 2459.014404
	Iteration 30Q: 3 clusters Score -370046.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -370058.875000 Penalty: 2459.014404
	Iteration 31Q: 3 clusters Score -370058.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -370066.968750 Penalty: 2459.014404
	Iteration 32Q: 3 clusters Score -370067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -370069.062500 Penalty: 2459.014404
	Iteration 33Q: 3 clusters Score -370069.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -370072.843750 Penalty: 2459.014404
	Iteration 34Q: 3 clusters Score -370072.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -370074.500000 Penalty: 2459.014404
	Iteration 35Q: 3 clusters Score -370074.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -370075.187500 Penalty: 2459.014404
	Iteration 36Q: 3 clusters Score -370075.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -370075.781250 Penalty: 2459.014404
	Iteration 37Q: 3 clusters Score -370075.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -370076.156250 Penalty: 2459.014404
	Iteration 38Q: 3 clusters Score -370076.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -370076.187500 Penalty: 2459.014404
	Iteration 39Q: 3 clusters Score -370076.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -370076.750000 Penalty: 2459.014404
	Iteration 40F: 3 clusters Score -370076.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Entering Unmasked Estep 
Score: -1094050.625000 Penalty: 1376.863159
	Iteration 0F: 2 clusters Score -1094051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1087050.500000 Penalty: 2753.726318
	Iteration 0F: 3 clusters Score -1087050 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1089272.000000 Penalty: 2753.726318
	Iteration 1F: 3 clusters Score -1089272 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1089534.750000 Penalty: 2753.726318
	Iteration 2F: 3 clusters Score -1089535 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1089745.625000 Penalty: 2753.726318
	Iteration 3Q: 3 clusters Score -1089746 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1089904.875000 Penalty: 2753.726318
	Iteration 4Q: 3 clusters Score -1089905 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1090041.250000 Penalty: 2753.726318
	Iteration 5Q: 3 clusters Score -1090041 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1090179.875000 Penalty: 2753.726318
	Iteration 6Q: 3 clusters Score -1090180 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1090313.000000 Penalty: 2753.726318
	Iteration 7Q: 3 clusters Score -1090313 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1090434.750000 Penalty: 2753.726318
	Iteration 8Q: 3 clusters Score -1090435 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1090548.625000 Penalty: 2753.726318
	Iteration 9Q: 3 clusters Score -1090549 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1090668.000000 Penalty: 2753.726318
	Iteration 10Q: 3 clusters Score -1090668 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1090799.750000 Penalty: 2753.726318
	Iteration 11Q: 3 clusters Score -1090800 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1090929.750000 Penalty: 2753.726318
	Iteration 12Q: 3 clusters Score -1090930 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1091056.625000 Penalty: 2753.726318
	Iteration 13Q: 3 clusters Score -1091057 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1091190.625000 Penalty: 2753.726318
	Iteration 14Q: 3 clusters Score -1091191 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1091344.750000 Penalty: 2753.726318
	Iteration 15Q: 3 clusters Score -1091345 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1091479.375000 Penalty: 2753.726318
	Iteration 16Q: 3 clusters Score -1091479 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1091594.750000 Penalty: 2753.726318
	Iteration 17Q: 3 clusters Score -1091595 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1091696.250000 Penalty: 2753.726318
	Iteration 18Q: 3 clusters Score -1091696 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1091780.875000 Penalty: 2753.726318
	Iteration 19Q: 3 clusters Score -1091781 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1091852.625000 Penalty: 2753.726318
	Iteration 20F: 3 clusters Score -1091853 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1091929.625000 Penalty: 2753.726318
	Iteration 21Q: 3 clusters Score -1091930 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1091984.250000 Penalty: 2753.726318
	Iteration 22Q: 3 clusters Score -1091984 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1092028.375000 Penalty: 2753.726318
	Iteration 23Q: 3 clusters Score -1092028 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1092065.000000 Penalty: 2753.726318
	Iteration 24Q: 3 clusters Score -1092065 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1092098.375000 Penalty: 2753.726318
	Iteration 25Q: 3 clusters Score -1092098 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1092126.750000 Penalty: 2753.726318
	Iteration 26Q: 3 clusters Score -1092127 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1092156.750000 Penalty: 2753.726318
	Iteration 27Q: 3 clusters Score -1092157 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1092185.750000 Penalty: 2753.726318
	Iteration 28Q: 3 clusters Score -1092186 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1092212.750000 Penalty: 2753.726318
	Iteration 29Q: 3 clusters Score -1092213 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1092237.000000 Penalty: 2753.726318
	Iteration 30Q: 3 clusters Score -1092237 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1092258.375000 Penalty: 2753.726318
	Iteration 31Q: 3 clusters Score -1092258 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1092277.625000 Penalty: 2753.726318
	Iteration 32Q: 3 clusters Score -1092278 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1092308.750000 Penalty: 2753.726318
	Iteration 33Q: 3 clusters Score -1092309 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1092336.500000 Penalty: 2753.726318
	Iteration 34Q: 3 clusters Score -1092336 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1092361.500000 Penalty: 2753.726318
	Iteration 35Q: 3 clusters Score -1092362 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1092380.000000 Penalty: 2753.726318
	Iteration 36Q: 3 clusters Score -1092380 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1092402.250000 Penalty: 2753.726318
	Iteration 37Q: 3 clusters Score -1092402 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1092419.125000 Penalty: 2753.726318
	Iteration 38Q: 3 clusters Score -1092419 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1092440.000000 Penalty: 2753.726318
	Iteration 39Q: 3 clusters Score -1092440 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1092453.625000 Penalty: 2753.726318
	Iteration 40F: 3 clusters Score -1092454 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1092468.625000 Penalty: 2753.726318
	Iteration 41Q: 3 clusters Score -1092469 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1092487.250000 Penalty: 2753.726318
	Iteration 42Q: 3 clusters Score -1092487 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1092506.000000 Penalty: 2753.726318
	Iteration 43Q: 3 clusters Score -1092506 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1092527.500000 Penalty: 2753.726318
	Iteration 44Q: 3 clusters Score -1092528 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1092544.500000 Penalty: 2753.726318
	Iteration 45Q: 3 clusters Score -1092544 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1092562.250000 Penalty: 2753.726318
	Iteration 46Q: 3 clusters Score -1092562 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1092586.375000 Penalty: 2753.726318
	Iteration 47Q: 3 clusters Score -1092586 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1092602.125000 Penalty: 2753.726318
	Iteration 48Q: 3 clusters Score -1092602 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1092613.000000 Penalty: 2753.726318
	Iteration 49Q: 3 clusters Score -1092613 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1092623.875000 Penalty: 2753.726318
	Iteration 50Q: 3 clusters Score -1092624 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1092633.375000 Penalty: 2753.726318
	Iteration 51Q: 3 clusters Score -1092633 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1092639.375000 Penalty: 2753.726318
	Iteration 52Q: 3 clusters Score -1092639 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1092653.375000 Penalty: 2753.726318
	Iteration 53Q: 3 clusters Score -1092653 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1092664.625000 Penalty: 2753.726318
	Iteration 54Q: 3 clusters Score -1092665 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1092679.375000 Penalty: 2753.726318
	Iteration 55Q: 3 clusters Score -1092679 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1092690.625000 Penalty: 2753.726318
	Iteration 56Q: 3 clusters Score -1092691 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1092711.500000 Penalty: 2753.726318
	Iteration 57Q: 3 clusters Score -1092712 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1092727.250000 Penalty: 2753.726318
	Iteration 58Q: 3 clusters Score -1092727 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1092745.125000 Penalty: 2753.726318
	Iteration 59Q: 3 clusters Score -1092745 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1092762.625000 Penalty: 2753.726318
	Iteration 60F: 3 clusters Score -1092763 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1092776.500000 Penalty: 2753.726318
	Iteration 61Q: 3 clusters Score -1092776 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1092789.750000 Penalty: 2753.726318
	Iteration 62Q: 3 clusters Score -1092790 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1092799.625000 Penalty: 2753.726318
	Iteration 63Q: 3 clusters Score -1092800 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1092810.500000 Penalty: 2753.726318
	Iteration 64Q: 3 clusters Score -1092810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1092815.750000 Penalty: 2753.726318
	Iteration 65Q: 3 clusters Score -1092816 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1092823.625000 Penalty: 2753.726318
	Iteration 66Q: 3 clusters Score -1092824 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1092833.000000 Penalty: 2753.726318
	Iteration 67Q: 3 clusters Score -1092833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1092834.500000 Penalty: 2753.726318
	Iteration 68Q: 3 clusters Score -1092834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1092836.375000 Penalty: 2753.726318
	Iteration 69Q: 3 clusters Score -1092836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1092837.125000 Penalty: 2753.726318
	Iteration 70Q: 3 clusters Score -1092837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1092840.250000 Penalty: 2753.726318
	Iteration 71Q: 3 clusters Score -1092840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1092840.750000 Penalty: 2753.726318
	Iteration 72Q: 3 clusters Score -1092841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1092841.000000 Penalty: 2753.726318
	Iteration 73Q: 3 clusters Score -1092841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1092841.875000 Penalty: 2753.726318
	Iteration 74Q: 3 clusters Score -1092842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1092843.125000 Penalty: 2753.726318
	Iteration 75Q: 3 clusters Score -1092843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1092845.750000 Penalty: 2753.726318
	Iteration 76Q: 3 clusters Score -1092846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1092847.125000 Penalty: 2753.726318
	Iteration 77Q: 3 clusters Score -1092847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1092847.500000 Penalty: 2753.726318
	Iteration 78Q: 3 clusters Score -1092848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1092846.500000 Penalty: 2753.726318
	Iteration 79Q: 3 clusters Score -1092846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1092847.625000 Penalty: 2753.726318
	Iteration 80F: 3 clusters Score -1092848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Entering Unmasked Estep 
Score: -1228974.875000 Penalty: 1400.270630
	Iteration 0F: 2 clusters Score -1228975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1220799.375000 Penalty: 2800.541260
	Iteration 0F: 3 clusters Score -1220799 nChanged 5146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1223612.750000 Penalty: 2800.541260
	Iteration 1F: 3 clusters Score -1223613 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1223989.000000 Penalty: 2800.541260
	Iteration 2F: 3 clusters Score -1223989 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1224283.125000 Penalty: 2800.541260
	Iteration 3F: 3 clusters Score -1224283 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1224534.250000 Penalty: 2800.541260
	Iteration 4Q: 3 clusters Score -1224534 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1224771.875000 Penalty: 2800.541260
	Iteration 5Q: 3 clusters Score -1224772 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1225015.000000 Penalty: 2800.541260
	Iteration 6Q: 3 clusters Score -1225015 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1225283.875000 Penalty: 2800.541260
	Iteration 7Q: 3 clusters Score -1225284 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1225568.375000 Penalty: 2800.541260
	Iteration 8Q: 3 clusters Score -1225568 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1225897.625000 Penalty: 2800.541260
	Iteration 9Q: 3 clusters Score -1225898 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1226256.000000 Penalty: 2800.541260
	Iteration 10Q: 3 clusters Score -1226256 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1226577.750000 Penalty: 2800.541260
	Iteration 11Q: 3 clusters Score -1226578 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1226841.250000 Penalty: 2800.541260
	Iteration 12Q: 3 clusters Score -1226841 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1227074.375000 Penalty: 2800.541260
	Iteration 13Q: 3 clusters Score -1227074 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1227254.625000 Penalty: 2800.541260
	Iteration 14Q: 3 clusters Score -1227255 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1227375.125000 Penalty: 2800.541260
	Iteration 15Q: 3 clusters Score -1227375 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1227472.750000 Penalty: 2800.541260
	Iteration 16Q: 3 clusters Score -1227473 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1227581.750000 Penalty: 2800.541260
	Iteration 17Q: 3 clusters Score -1227582 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1227652.500000 Penalty: 2800.541260
	Iteration 18Q: 3 clusters Score -1227652 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1227712.375000 Penalty: 2800.541260
	Iteration 19Q: 3 clusters Score -1227712 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1227756.750000 Penalty: 2800.541260
	Iteration 20F: 3 clusters Score -1227757 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1227792.500000 Penalty: 2800.541260
	Iteration 21Q: 3 clusters Score -1227792 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1227821.500000 Penalty: 2800.541260
	Iteration 22Q: 3 clusters Score -1227822 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1227846.125000 Penalty: 2800.541260
	Iteration 23Q: 3 clusters Score -1227846 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1227858.750000 Penalty: 2800.541260
	Iteration 24Q: 3 clusters Score -1227859 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1227869.875000 Penalty: 2800.541260
	Iteration 25Q: 3 clusters Score -1227870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1227878.625000 Penalty: 2800.541260
	Iteration 26Q: 3 clusters Score -1227879 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1227893.125000 Penalty: 2800.541260
	Iteration 27Q: 3 clusters Score -1227893 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1227906.750000 Penalty: 2800.541260
	Iteration 28Q: 3 clusters Score -1227907 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1227917.750000 Penalty: 2800.541260
	Iteration 29Q: 3 clusters Score -1227918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1227927.500000 Penalty: 2800.541260
	Iteration 30Q: 3 clusters Score -1227928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1227931.000000 Penalty: 2800.541260
	Iteration 31Q: 3 clusters Score -1227931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1227932.375000 Penalty: 2800.541260
	Iteration 32Q: 3 clusters Score -1227932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1227933.875000 Penalty: 2800.541260
	Iteration 33Q: 3 clusters Score -1227934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1227935.250000 Penalty: 2800.541260
	Iteration 34Q: 3 clusters Score -1227935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1227939.375000 Penalty: 2800.541260
	Iteration 35Q: 3 clusters Score -1227939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1227943.000000 Penalty: 2800.541260
	Iteration 36Q: 3 clusters Score -1227943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1227942.625000 Penalty: 2800.541260
	Iteration 37Q: 3 clusters Score -1227943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1227944.375000 Penalty: 2800.541260
	Iteration 38Q: 3 clusters Score -1227944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1227944.250000 Penalty: 2800.541260
	Iteration 39Q: 3 clusters Score -1227944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1227945.625000 Penalty: 2800.541260
	Iteration 40F: 3 clusters Score -1227946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Entering Unmasked Estep 
Score: -678564.875000 Penalty: 1320.351318
	Iteration 0F: 2 clusters Score -678564.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -673587.062500 Penalty: 2640.702637
	Iteration 0F: 3 clusters Score -673587.1 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -675469.062500 Penalty: 2640.702637
	Iteration 1F: 3 clusters Score -675469.1 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -675938.750000 Penalty: 2640.702637
	Iteration 2F: 3 clusters Score -675938.8 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -676319.875000 Penalty: 2640.702637
	Iteration 3F: 3 clusters Score -676319.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -676569.875000 Penalty: 2640.702637
	Iteration 4F: 3 clusters Score -676569.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -676783.437500 Penalty: 2640.702637
	Iteration 5Q: 3 clusters Score -676783.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -676947.125000 Penalty: 2640.702637
	Iteration 6Q: 3 clusters Score -676947.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -677083.875000 Penalty: 2640.702637
	Iteration 7Q: 3 clusters Score -677083.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -677195.187500 Penalty: 2640.702637
	Iteration 8Q: 3 clusters Score -677195.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -677304.562500 Penalty: 2640.702637
	Iteration 9Q: 3 clusters Score -677304.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -677392.187500 Penalty: 2640.702637
	Iteration 10Q: 3 clusters Score -677392.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -677484.312500 Penalty: 2640.702637
	Iteration 11Q: 3 clusters Score -677484.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -677563.437500 Penalty: 2640.702637
	Iteration 12Q: 3 clusters Score -677563.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -677634.812500 Penalty: 2640.702637
	Iteration 13Q: 3 clusters Score -677634.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -677701.812500 Penalty: 2640.702637
	Iteration 14Q: 3 clusters Score -677701.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -677752.375000 Penalty: 2640.702637
	Iteration 15Q: 3 clusters Score -677752.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -677785.687500 Penalty: 2640.702637
	Iteration 16Q: 3 clusters Score -677785.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -677809.812500 Penalty: 2640.702637
	Iteration 17Q: 3 clusters Score -677809.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -677829.187500 Penalty: 2640.702637
	Iteration 18Q: 3 clusters Score -677829.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -677847.250000 Penalty: 2640.702637
	Iteration 19Q: 3 clusters Score -677847.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -677864.062500 Penalty: 2640.702637
	Iteration 20F: 3 clusters Score -677864.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -677884.500000 Penalty: 2640.702637
	Iteration 21Q: 3 clusters Score -677884.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -677898.437500 Penalty: 2640.702637
	Iteration 22Q: 3 clusters Score -677898.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -677909.625000 Penalty: 2640.702637
	Iteration 23Q: 3 clusters Score -677909.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -677921.875000 Penalty: 2640.702637
	Iteration 24Q: 3 clusters Score -677921.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -677931.875000 Penalty: 2640.702637
	Iteration 25Q: 3 clusters Score -677931.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -677941.375000 Penalty: 2640.702637
	Iteration 26Q: 3 clusters Score -677941.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -677952.250000 Penalty: 2640.702637
	Iteration 27Q: 3 clusters Score -677952.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -677958.312500 Penalty: 2640.702637
	Iteration 28Q: 3 clusters Score -677958.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -677968.750000 Penalty: 2640.702637
	Iteration 29Q: 3 clusters Score -677968.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -677978.875000 Penalty: 2640.702637
	Iteration 30Q: 3 clusters Score -677978.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -677987.562500 Penalty: 2640.702637
	Iteration 31Q: 3 clusters Score -677987.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -677998.125000 Penalty: 2640.702637
	Iteration 32Q: 3 clusters Score -677998.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -678010.375000 Penalty: 2640.702637
	Iteration 33Q: 3 clusters Score -678010.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -678022.375000 Penalty: 2640.702637
	Iteration 34Q: 3 clusters Score -678022.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -678040.000000 Penalty: 2640.702637
	Iteration 35Q: 3 clusters Score -678040 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -678056.625000 Penalty: 2640.702637
	Iteration 36Q: 3 clusters Score -678056.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -678083.312500 Penalty: 2640.702637
	Iteration 37Q: 3 clusters Score -678083.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -678104.937500 Penalty: 2640.702637
	Iteration 38Q: 3 clusters Score -678104.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -678126.812500 Penalty: 2640.702637
	Iteration 39Q: 3 clusters Score -678126.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -678144.750000 Penalty: 2640.702637
	Iteration 40F: 3 clusters Score -678144.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -678162.375000 Penalty: 2640.702637
	Iteration 41Q: 3 clusters Score -678162.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -678184.500000 Penalty: 2640.702637
	Iteration 42Q: 3 clusters Score -678184.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -678205.187500 Penalty: 2640.702637
	Iteration 43Q: 3 clusters Score -678205.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -678222.437500 Penalty: 2640.702637
	Iteration 44Q: 3 clusters Score -678222.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -678234.812500 Penalty: 2640.702637
	Iteration 45Q: 3 clusters Score -678234.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -678242.562500 Penalty: 2640.702637
	Iteration 46Q: 3 clusters Score -678242.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -678252.375000 Penalty: 2640.702637
	Iteration 47Q: 3 clusters Score -678252.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -678263.750000 Penalty: 2640.702637
	Iteration 48Q: 3 clusters Score -678263.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -678280.937500 Penalty: 2640.702637
	Iteration 49Q: 3 clusters Score -678280.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -678291.812500 Penalty: 2640.702637
	Iteration 50Q: 3 clusters Score -678291.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -678306.000000 Penalty: 2640.702637
	Iteration 51Q: 3 clusters Score -678306 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -678312.062500 Penalty: 2640.702637
	Iteration 52Q: 3 clusters Score -678312.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -678320.437500 Penalty: 2640.702637
	Iteration 53Q: 3 clusters Score -678320.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -678321.937500 Penalty: 2640.702637
	Iteration 54Q: 3 clusters Score -678321.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -678325.062500 Penalty: 2640.702637
	Iteration 55Q: 3 clusters Score -678325.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -678328.812500 Penalty: 2640.702637
	Iteration 56Q: 3 clusters Score -678328.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -678331.250000 Penalty: 2640.702637
	Iteration 57Q: 3 clusters Score -678331.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -678335.812500 Penalty: 2640.702637
	Iteration 58Q: 3 clusters Score -678335.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -678336.562500 Penalty: 2640.702637
	Iteration 59Q: 3 clusters Score -678336.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -678341.625000 Penalty: 2640.702637
	Iteration 60F: 3 clusters Score -678341.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -678342.250000 Penalty: 2640.702637
	Iteration 61Q: 3 clusters Score -678342.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -678344.062500 Penalty: 2640.702637
	Iteration 62Q: 3 clusters Score -678344.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -678345.812500 Penalty: 2640.702637
	Iteration 63Q: 3 clusters Score -678345.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -678349.937500 Penalty: 2640.702637
	Iteration 64Q: 3 clusters Score -678349.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -678354.000000 Penalty: 2640.702637
	Iteration 65Q: 3 clusters Score -678354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -678351.875000 Penalty: 2640.702637
	Iteration 66Q: 3 clusters Score -678351.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -678352.562500 Penalty: 2640.702637
	Iteration 67Q: 3 clusters Score -678352.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -678355.687500 Penalty: 2640.702637
	Iteration 68Q: 3 clusters Score -678355.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -678360.937500 Penalty: 2640.702637
	Iteration 69Q: 3 clusters Score -678360.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -678360.937500 Penalty: 2640.702637
	Iteration 70Q: 3 clusters Score -678360.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -678361.187500 Penalty: 2640.702637
	Iteration 71Q: 3 clusters Score -678361.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -678364.187500 Penalty: 2640.702637
	Iteration 72Q: 3 clusters Score -678364.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -678366.125000 Penalty: 2640.702637
	Iteration 73Q: 3 clusters Score -678366.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -678367.687500 Penalty: 2640.702637
	Iteration 74Q: 3 clusters Score -678367.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -678368.375000 Penalty: 2640.702637
	Iteration 75Q: 3 clusters Score -678368.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -678368.375000 Penalty: 2640.702637
	Iteration 76F: 3 clusters Score -678368.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (24516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Entering Unmasked Estep 
Score: -2398941.250000 Penalty: 1503.933716
	Iteration 0F: 2 clusters Score -2398941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -2383025.000000 Penalty: 3007.867432
	Iteration 0F: 3 clusters Score -2383025 nChanged 10893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -2389005.000000 Penalty: 3007.867432
	Iteration 1F: 3 clusters Score -2389005 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -2389661.000000 Penalty: 3007.867432
	Iteration 2F: 3 clusters Score -2389661 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -2390484.250000 Penalty: 3007.867432
	Iteration 3F: 3 clusters Score -2390484 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -2391557.000000 Penalty: 3007.867432
	Iteration 4F: 3 clusters Score -2391557 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -2392866.750000 Penalty: 3007.867432
	Iteration 5F: 3 clusters Score -2392867 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -2394269.750000 Penalty: 3007.867432
	Iteration 6F: 3 clusters Score -2394270 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -2395606.000000 Penalty: 3007.867432
	Iteration 7F: 3 clusters Score -2395606 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 22070 members 
Entering Unmasked Estep 
Score: -2396547.750000 Penalty: 3007.867432
	Iteration 8Q: 3 clusters Score -2396548 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -2397201.000000 Penalty: 3007.867432
	Iteration 9Q: 3 clusters Score -2397201 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -2397558.500000 Penalty: 3007.867432
	Iteration 10Q: 3 clusters Score -2397558 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -2397792.250000 Penalty: 3007.867432
	Iteration 11Q: 3 clusters Score -2397792 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 23292 members 
Entering Unmasked Estep 
Score: -2397922.250000 Penalty: 3007.867432
	Iteration 12Q: 3 clusters Score -2397922 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -2398012.500000 Penalty: 3007.867432
	Iteration 13Q: 3 clusters Score -2398012 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -2398057.000000 Penalty: 3007.867432
	Iteration 14Q: 3 clusters Score -2398057 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
Score: -2398095.500000 Penalty: 3007.867432
	Iteration 15Q: 3 clusters Score -2398096 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -2398123.500000 Penalty: 3007.867432
	Iteration 16Q: 3 clusters Score -2398124 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -2398144.750000 Penalty: 3007.867432
	Iteration 17Q: 3 clusters Score -2398145 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -2398146.750000 Penalty: 3007.867432
	Iteration 18Q: 3 clusters Score -2398147 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 23473 members 
Entering Unmasked Estep 
Score: -2398159.250000 Penalty: 3007.867432
	Iteration 19Q: 3 clusters Score -2398159 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
Score: -2398168.250000 Penalty: 3007.867432
	Iteration 20F: 3 clusters Score -2398168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 23494 members 
Entering Unmasked Estep 
Score: -2398175.500000 Penalty: 3007.867432
	Iteration 21Q: 3 clusters Score -2398176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -2398185.750000 Penalty: 3007.867432
	Iteration 22Q: 3 clusters Score -2398186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -2398185.750000 Penalty: 3007.867432
	Iteration 23Q: 3 clusters Score -2398186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -2398185.750000 Penalty: 3007.867432
	Iteration 24Q: 3 clusters Score -2398186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -2398187.000000 Penalty: 3007.867432
	Iteration 25Q: 3 clusters Score -2398187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -2398187.000000 Penalty: 3007.867432
	Iteration 26F: 3 clusters Score -2398187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Entering Unmasked Estep 
Score: -417553.000000 Penalty: 1234.229004
	Iteration 0F: 2 clusters Score -417553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -414465.375000 Penalty: 2468.458008
	Iteration 0F: 3 clusters Score -414465.4 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -415366.750000 Penalty: 2468.458008
	Iteration 1F: 3 clusters Score -415366.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -415584.750000 Penalty: 2468.458008
	Iteration 2F: 3 clusters Score -415584.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -415724.500000 Penalty: 2468.458008
	Iteration 3F: 3 clusters Score -415724.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -415808.750000 Penalty: 2468.458008
	Iteration 4Q: 3 clusters Score -415808.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -415872.781250 Penalty: 2468.458008
	Iteration 5Q: 3 clusters Score -415872.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -415915.531250 Penalty: 2468.458008
	Iteration 6Q: 3 clusters Score -415915.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -415950.312500 Penalty: 2468.458008
	Iteration 7Q: 3 clusters Score -415950.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -415979.031250 Penalty: 2468.458008
	Iteration 8Q: 3 clusters Score -415979 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -416016.937500 Penalty: 2468.458008
	Iteration 9Q: 3 clusters Score -416016.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -416047.375000 Penalty: 2468.458008
	Iteration 10Q: 3 clusters Score -416047.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -416077.687500 Penalty: 2468.458008
	Iteration 11Q: 3 clusters Score -416077.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -416106.500000 Penalty: 2468.458008
	Iteration 12Q: 3 clusters Score -416106.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -416130.656250 Penalty: 2468.458008
	Iteration 13Q: 3 clusters Score -416130.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -416158.656250 Penalty: 2468.458008
	Iteration 14Q: 3 clusters Score -416158.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -416185.812500 Penalty: 2468.458008
	Iteration 15Q: 3 clusters Score -416185.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -416204.250000 Penalty: 2468.458008
	Iteration 16Q: 3 clusters Score -416204.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -416220.156250 Penalty: 2468.458008
	Iteration 17Q: 3 clusters Score -416220.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -416236.375000 Penalty: 2468.458008
	Iteration 18Q: 3 clusters Score -416236.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -416251.468750 Penalty: 2468.458008
	Iteration 19Q: 3 clusters Score -416251.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -416268.437500 Penalty: 2468.458008
	Iteration 20F: 3 clusters Score -416268.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -416289.468750 Penalty: 2468.458008
	Iteration 21Q: 3 clusters Score -416289.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -416311.187500 Penalty: 2468.458008
	Iteration 22Q: 3 clusters Score -416311.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -416333.343750 Penalty: 2468.458008
	Iteration 23Q: 3 clusters Score -416333.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -416353.468750 Penalty: 2468.458008
	Iteration 24Q: 3 clusters Score -416353.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -416374.687500 Penalty: 2468.458008
	Iteration 25Q: 3 clusters Score -416374.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -416390.812500 Penalty: 2468.458008
	Iteration 26Q: 3 clusters Score -416390.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -416411.968750 Penalty: 2468.458008
	Iteration 27Q: 3 clusters Score -416412 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -416427.562500 Penalty: 2468.458008
	Iteration 28Q: 3 clusters Score -416427.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -416454.531250 Penalty: 2468.458008
	Iteration 29Q: 3 clusters Score -416454.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -416473.531250 Penalty: 2468.458008
	Iteration 30Q: 3 clusters Score -416473.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -416484.718750 Penalty: 2468.458008
	Iteration 31Q: 3 clusters Score -416484.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -416497.312500 Penalty: 2468.458008
	Iteration 32Q: 3 clusters Score -416497.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -416510.187500 Penalty: 2468.458008
	Iteration 33Q: 3 clusters Score -416510.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -416528.750000 Penalty: 2468.458008
	Iteration 34Q: 3 clusters Score -416528.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -416537.812500 Penalty: 2468.458008
	Iteration 35Q: 3 clusters Score -416537.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -416543.968750 Penalty: 2468.458008
	Iteration 36Q: 3 clusters Score -416544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -416547.281250 Penalty: 2468.458008
	Iteration 37Q: 3 clusters Score -416547.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -416549.625000 Penalty: 2468.458008
	Iteration 38Q: 3 clusters Score -416549.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -416552.468750 Penalty: 2468.458008
	Iteration 39Q: 3 clusters Score -416552.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -416555.406250 Penalty: 2468.458008
	Iteration 40F: 3 clusters Score -416555.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -416560.062500 Penalty: 2468.458008
	Iteration 41Q: 3 clusters Score -416560.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -416564.687500 Penalty: 2468.458008
	Iteration 42Q: 3 clusters Score -416564.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -416565.625000 Penalty: 2468.458008
	Iteration 43Q: 3 clusters Score -416565.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -416567.656250 Penalty: 2468.458008
	Iteration 44Q: 3 clusters Score -416567.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -416568.406250 Penalty: 2468.458008
	Iteration 45Q: 3 clusters Score -416568.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -416567.562500 Penalty: 2468.458008
	Iteration 46Q: 3 clusters Score -416567.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -416567.562500 Penalty: 2468.458008
	Iteration 47F: 3 clusters Score -416567.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Entering Unmasked Estep 
Score: -424119.156250 Penalty: 1252.208984
	Iteration 0F: 2 clusters Score -424119.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -420786.593750 Penalty: 2504.417969
	Iteration 0F: 3 clusters Score -420786.6 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -421852.375000 Penalty: 2504.417969
	Iteration 1F: 3 clusters Score -421852.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -422133.593750 Penalty: 2504.417969
	Iteration 2F: 3 clusters Score -422133.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -422371.281250 Penalty: 2504.417969
	Iteration 3F: 3 clusters Score -422371.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -422551.781250 Penalty: 2504.417969
	Iteration 4Q: 3 clusters Score -422551.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -422718.031250 Penalty: 2504.417969
	Iteration 5Q: 3 clusters Score -422718 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -422883.531250 Penalty: 2504.417969
	Iteration 6Q: 3 clusters Score -422883.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -423038.687500 Penalty: 2504.417969
	Iteration 7Q: 3 clusters Score -423038.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -423144.875000 Penalty: 2504.417969
	Iteration 8Q: 3 clusters Score -423144.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -423204.312500 Penalty: 2504.417969
	Iteration 9Q: 3 clusters Score -423204.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -423248.312500 Penalty: 2504.417969
	Iteration 10Q: 3 clusters Score -423248.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -423289.843750 Penalty: 2504.417969
	Iteration 11Q: 3 clusters Score -423289.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -423315.093750 Penalty: 2504.417969
	Iteration 12Q: 3 clusters Score -423315.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -423340.406250 Penalty: 2504.417969
	Iteration 13Q: 3 clusters Score -423340.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -423358.968750 Penalty: 2504.417969
	Iteration 14Q: 3 clusters Score -423359 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -423376.937500 Penalty: 2504.417969
	Iteration 15Q: 3 clusters Score -423376.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -423399.781250 Penalty: 2504.417969
	Iteration 16Q: 3 clusters Score -423399.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -423431.437500 Penalty: 2504.417969
	Iteration 17Q: 3 clusters Score -423431.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -423455.500000 Penalty: 2504.417969
	Iteration 18Q: 3 clusters Score -423455.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -423478.218750 Penalty: 2504.417969
	Iteration 19Q: 3 clusters Score -423478.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -423498.250000 Penalty: 2504.417969
	Iteration 20F: 3 clusters Score -423498.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -423515.031250 Penalty: 2504.417969
	Iteration 21Q: 3 clusters Score -423515 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -423532.687500 Penalty: 2504.417969
	Iteration 22Q: 3 clusters Score -423532.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -423542.937500 Penalty: 2504.417969
	Iteration 23Q: 3 clusters Score -423542.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -423552.968750 Penalty: 2504.417969
	Iteration 24Q: 3 clusters Score -423553 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -423556.781250 Penalty: 2504.417969
	Iteration 25Q: 3 clusters Score -423556.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -423560.562500 Penalty: 2504.417969
	Iteration 26Q: 3 clusters Score -423560.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -423564.437500 Penalty: 2504.417969
	Iteration 27Q: 3 clusters Score -423564.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -423567.406250 Penalty: 2504.417969
	Iteration 28Q: 3 clusters Score -423567.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -423570.562500 Penalty: 2504.417969
	Iteration 29Q: 3 clusters Score -423570.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -423572.000000 Penalty: 2504.417969
	Iteration 30Q: 3 clusters Score -423572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -423572.406250 Penalty: 2504.417969
	Iteration 31Q: 3 clusters Score -423572.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -423572.906250 Penalty: 2504.417969
	Iteration 32Q: 3 clusters Score -423572.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -423572.562500 Penalty: 2504.417969
	Iteration 33Q: 3 clusters Score -423572.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -423573.156250 Penalty: 2504.417969
	Iteration 34Q: 3 clusters Score -423573.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -423573.156250 Penalty: 2504.417969
	Iteration 35Q: 3 clusters Score -423573.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -423573.250000 Penalty: 2504.417969
	Iteration 36Q: 3 clusters Score -423573.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -423574.500000 Penalty: 2504.417969
	Iteration 37Q: 3 clusters Score -423574.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -423574.937500 Penalty: 2504.417969
	Iteration 38Q: 3 clusters Score -423574.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -423575.531250 Penalty: 2504.417969
	Iteration 39Q: 3 clusters Score -423575.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -423575.531250 Penalty: 2504.417969
	Iteration 40F: 3 clusters Score -423575.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Entering Unmasked Estep 
Score: -294020.281250 Penalty: 1182.404053
	Iteration 0F: 2 clusters Score -294020.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -291635.125000 Penalty: 2364.808105
	Iteration 0F: 3 clusters Score -291635.1 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -292258.656250 Penalty: 2364.808105
	Iteration 1F: 3 clusters Score -292258.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -292411.500000 Penalty: 2364.808105
	Iteration 2F: 3 clusters Score -292411.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -292495.500000 Penalty: 2364.808105
	Iteration 3Q: 3 clusters Score -292495.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -292539.437500 Penalty: 2364.808105
	Iteration 4Q: 3 clusters Score -292539.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -292574.187500 Penalty: 2364.808105
	Iteration 5Q: 3 clusters Score -292574.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -292602.031250 Penalty: 2364.808105
	Iteration 6Q: 3 clusters Score -292602 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -292617.906250 Penalty: 2364.808105
	Iteration 7Q: 3 clusters Score -292617.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -292635.531250 Penalty: 2364.808105
	Iteration 8Q: 3 clusters Score -292635.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -292645.843750 Penalty: 2364.808105
	Iteration 9Q: 3 clusters Score -292645.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -292654.750000 Penalty: 2364.808105
	Iteration 10Q: 3 clusters Score -292654.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -292658.968750 Penalty: 2364.808105
	Iteration 11Q: 3 clusters Score -292659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -292663.468750 Penalty: 2364.808105
	Iteration 12Q: 3 clusters Score -292663.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -292669.531250 Penalty: 2364.808105
	Iteration 13Q: 3 clusters Score -292669.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -292674.000000 Penalty: 2364.808105
	Iteration 14Q: 3 clusters Score -292674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -292676.531250 Penalty: 2364.808105
	Iteration 15Q: 3 clusters Score -292676.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -292678.562500 Penalty: 2364.808105
	Iteration 16Q: 3 clusters Score -292678.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -292680.656250 Penalty: 2364.808105
	Iteration 17Q: 3 clusters Score -292680.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -292681.750000 Penalty: 2364.808105
	Iteration 18Q: 3 clusters Score -292681.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -292683.562500 Penalty: 2364.808105
	Iteration 19Q: 3 clusters Score -292683.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -292685.843750 Penalty: 2364.808105
	Iteration 20F: 3 clusters Score -292685.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -292687.968750 Penalty: 2364.808105
	Iteration 21Q: 3 clusters Score -292688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -292690.312500 Penalty: 2364.808105
	Iteration 22Q: 3 clusters Score -292690.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -292692.843750 Penalty: 2364.808105
	Iteration 23Q: 3 clusters Score -292692.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -292694.562500 Penalty: 2364.808105
	Iteration 24Q: 3 clusters Score -292694.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -292695.500000 Penalty: 2364.808105
	Iteration 25Q: 3 clusters Score -292695.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -292696.937500 Penalty: 2364.808105
	Iteration 26Q: 3 clusters Score -292696.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -292698.187500 Penalty: 2364.808105
	Iteration 27Q: 3 clusters Score -292698.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -292698.656250 Penalty: 2364.808105
	Iteration 28Q: 3 clusters Score -292698.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -292700.062500 Penalty: 2364.808105
	Iteration 29Q: 3 clusters Score -292700.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -292701.750000 Penalty: 2364.808105
	Iteration 30Q: 3 clusters Score -292701.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -292705.125000 Penalty: 2364.808105
	Iteration 31Q: 3 clusters Score -292705.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -292706.625000 Penalty: 2364.808105
	Iteration 32Q: 3 clusters Score -292706.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -292707.562500 Penalty: 2364.808105
	Iteration 33Q: 3 clusters Score -292707.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -292708.906250 Penalty: 2364.808105
	Iteration 34Q: 3 clusters Score -292708.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -292708.906250 Penalty: 2364.808105
	Iteration 35Q: 3 clusters Score -292708.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -292708.906250 Penalty: 2364.808105
	Iteration 36F: 3 clusters Score -292708.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (37813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37813 members 
Entering Unmasked Estep 
Score: -3925501.250000 Penalty: 1568.412720
	Iteration 0F: 2 clusters Score -3925501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -3900884.250000 Penalty: 3136.825439
	Iteration 0F: 3 clusters Score -3900884 nChanged 17363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -3910208.000000 Penalty: 3136.825439
	Iteration 1F: 3 clusters Score -3910208 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -3910746.250000 Penalty: 3136.825439
	Iteration 2Q: 3 clusters Score -3910746 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -3911242.500000 Penalty: 3136.825439
	Iteration 3Q: 3 clusters Score -3911242 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -3911682.250000 Penalty: 3136.825439
	Iteration 4Q: 3 clusters Score -3911682 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -3912122.750000 Penalty: 3136.825439
	Iteration 5Q: 3 clusters Score -3912123 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -3912557.000000 Penalty: 3136.825439
	Iteration 6Q: 3 clusters Score -3912557 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -3912977.250000 Penalty: 3136.825439
	Iteration 7Q: 3 clusters Score -3912977 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -3913403.000000 Penalty: 3136.825439
	Iteration 8Q: 3 clusters Score -3913403 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -3913883.750000 Penalty: 3136.825439
	Iteration 9Q: 3 clusters Score -3913884 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -3914481.750000 Penalty: 3136.825439
	Iteration 10Q: 3 clusters Score -3914482 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -3915200.500000 Penalty: 3136.825439
	Iteration 11Q: 3 clusters Score -3915200 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -3916149.250000 Penalty: 3136.825439
	Iteration 12Q: 3 clusters Score -3916149 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -3917256.000000 Penalty: 3136.825439
	Iteration 13Q: 3 clusters Score -3917256 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28542 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -3918505.000000 Penalty: 3136.825439
	Iteration 14Q: 3 clusters Score -3918505 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30252 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -3919771.000000 Penalty: 3136.825439
	Iteration 15Q: 3 clusters Score -3919771 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31797 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -3920957.500000 Penalty: 3136.825439
	Iteration 16Q: 3 clusters Score -3920958 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33176 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -3922010.000000 Penalty: 3136.825439
	Iteration 17Q: 3 clusters Score -3922010 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34253 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -3922873.750000 Penalty: 3136.825439
	Iteration 18Q: 3 clusters Score -3922874 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34974 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -3923473.500000 Penalty: 3136.825439
	Iteration 19Q: 3 clusters Score -3923474 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35484 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -3923920.250000 Penalty: 3136.825439
	Iteration 20F: 3 clusters Score -3923920 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35829 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -3924255.250000 Penalty: 3136.825439
	Iteration 21Q: 3 clusters Score -3924255 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36019 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -3924465.000000 Penalty: 3136.825439
	Iteration 22Q: 3 clusters Score -3924465 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36154 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -3924626.500000 Penalty: 3136.825439
	Iteration 23Q: 3 clusters Score -3924626 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36228 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -3924728.250000 Penalty: 3136.825439
	Iteration 24Q: 3 clusters Score -3924728 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36272 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -3924809.000000 Penalty: 3136.825439
	Iteration 25Q: 3 clusters Score -3924809 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36292 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -3924849.500000 Penalty: 3136.825439
	Iteration 26Q: 3 clusters Score -3924850 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36305 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -3924869.500000 Penalty: 3136.825439
	Iteration 27Q: 3 clusters Score -3924870 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36324 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -3924888.000000 Penalty: 3136.825439
	Iteration 28Q: 3 clusters Score -3924888 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36344 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -3924910.000000 Penalty: 3136.825439
	Iteration 29Q: 3 clusters Score -3924910 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36363 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -3924930.000000 Penalty: 3136.825439
	Iteration 30Q: 3 clusters Score -3924930 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36368 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3924950.500000 Penalty: 3136.825439
	Iteration 31Q: 3 clusters Score -3924950 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36384 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -3924966.250000 Penalty: 3136.825439
	Iteration 32Q: 3 clusters Score -3924966 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36392 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -3924977.000000 Penalty: 3136.825439
	Iteration 33Q: 3 clusters Score -3924977 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36395 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -3924989.000000 Penalty: 3136.825439
	Iteration 34Q: 3 clusters Score -3924989 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36398 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -3925002.250000 Penalty: 3136.825439
	Iteration 35Q: 3 clusters Score -3925002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36402 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -3925009.500000 Penalty: 3136.825439
	Iteration 36Q: 3 clusters Score -3925010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36406 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -3925016.000000 Penalty: 3136.825439
	Iteration 37Q: 3 clusters Score -3925016 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36408 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -3925021.500000 Penalty: 3136.825439
	Iteration 38Q: 3 clusters Score -3925022 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36421 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3925030.250000 Penalty: 3136.825439
	Iteration 39Q: 3 clusters Score -3925030 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36430 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -3925042.250000 Penalty: 3136.825439
	Iteration 40F: 3 clusters Score -3925042 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36439 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -3925045.000000 Penalty: 3136.825439
	Iteration 41Q: 3 clusters Score -3925045 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36444 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -3925052.500000 Penalty: 3136.825439
	Iteration 42Q: 3 clusters Score -3925052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36450 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3925060.500000 Penalty: 3136.825439
	Iteration 43Q: 3 clusters Score -3925060 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36460 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3925066.750000 Penalty: 3136.825439
	Iteration 44Q: 3 clusters Score -3925067 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36469 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -3925072.500000 Penalty: 3136.825439
	Iteration 45Q: 3 clusters Score -3925072 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36469 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -3925078.250000 Penalty: 3136.825439
	Iteration 46Q: 3 clusters Score -3925078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36475 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -3925084.750000 Penalty: 3136.825439
	Iteration 47Q: 3 clusters Score -3925085 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36480 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -3925088.750000 Penalty: 3136.825439
	Iteration 48Q: 3 clusters Score -3925089 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36472 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -3925090.250000 Penalty: 3136.825439
	Iteration 49Q: 3 clusters Score -3925090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36465 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -3925098.000000 Penalty: 3136.825439
	Iteration 50Q: 3 clusters Score -3925098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36465 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -3925098.000000 Penalty: 3136.825439
	Iteration 51Q: 3 clusters Score -3925098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36466 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -3925101.750000 Penalty: 3136.825439
	Iteration 52Q: 3 clusters Score -3925102 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36469 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -3925105.750000 Penalty: 3136.825439
	Iteration 53Q: 3 clusters Score -3925106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36475 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -3925110.500000 Penalty: 3136.825439
	Iteration 54Q: 3 clusters Score -3925110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36478 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -3925110.500000 Penalty: 3136.825439
	Iteration 55Q: 3 clusters Score -3925110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36477 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -3925120.250000 Penalty: 3136.825439
	Iteration 56Q: 3 clusters Score -3925120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36474 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -3925124.250000 Penalty: 3136.825439
	Iteration 57Q: 3 clusters Score -3925124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36470 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -3925122.750000 Penalty: 3136.825439
	Iteration 58Q: 3 clusters Score -3925123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36471 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -3925126.250000 Penalty: 3136.825439
	Iteration 59Q: 3 clusters Score -3925126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36469 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -3925129.750000 Penalty: 3136.825439
	Iteration 60F: 3 clusters Score -3925130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36468 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -3925130.000000 Penalty: 3136.825439
	Iteration 61Q: 3 clusters Score -3925130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36469 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -3925134.250000 Penalty: 3136.825439
	Iteration 62Q: 3 clusters Score -3925134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36468 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -3925135.000000 Penalty: 3136.825439
	Iteration 63Q: 3 clusters Score -3925135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36469 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -3925137.000000 Penalty: 3136.825439
	Iteration 64Q: 3 clusters Score -3925137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36470 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -3925137.500000 Penalty: 3136.825439
	Iteration 65Q: 3 clusters Score -3925138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36471 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -3925139.000000 Penalty: 3136.825439
	Iteration 66Q: 3 clusters Score -3925139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36470 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -3925136.000000 Penalty: 3136.825439
	Iteration 67Q: 3 clusters Score -3925136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36470 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -3925136.000000 Penalty: 3136.825439
	Iteration 68F: 3 clusters Score -3925136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (35592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35592 members 
Entering Unmasked Estep 
Score: -3684348.000000 Penalty: 1559.405640
	Iteration 0F: 2 clusters Score -3684348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -3661221.750000 Penalty: 3118.811279
	Iteration 0F: 3 clusters Score -3661222 nChanged 16133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -3669977.000000 Penalty: 3118.811279
	Iteration 1F: 3 clusters Score -3669977 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -3670542.000000 Penalty: 3118.811279
	Iteration 2Q: 3 clusters Score -3670542 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -3671132.250000 Penalty: 3118.811279
	Iteration 3Q: 3 clusters Score -3671132 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -3671844.500000 Penalty: 3118.811279
	Iteration 4Q: 3 clusters Score -3671844 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -3672706.750000 Penalty: 3118.811279
	Iteration 5F: 3 clusters Score -3672707 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -3673816.250000 Penalty: 3118.811279
	Iteration 6F: 3 clusters Score -3673816 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25527 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -3675292.000000 Penalty: 3118.811279
	Iteration 7F: 3 clusters Score -3675292 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27703 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -3677042.250000 Penalty: 3118.811279
	Iteration 8F: 3 clusters Score -3677042 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29784 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -3678711.000000 Penalty: 3118.811279
	Iteration 9F: 3 clusters Score -3678711 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31497 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -3680066.250000 Penalty: 3118.811279
	Iteration 10Q: 3 clusters Score -3680066 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32803 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -3681115.000000 Penalty: 3118.811279
	Iteration 11Q: 3 clusters Score -3681115 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33730 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -3681875.500000 Penalty: 3118.811279
	Iteration 12Q: 3 clusters Score -3681876 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34326 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -3682324.000000 Penalty: 3118.811279
	Iteration 13Q: 3 clusters Score -3682324 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34720 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -3682651.250000 Penalty: 3118.811279
	Iteration 14Q: 3 clusters Score -3682651 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -3682848.500000 Penalty: 3118.811279
	Iteration 15Q: 3 clusters Score -3682848 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35052 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3682950.000000 Penalty: 3118.811279
	Iteration 16Q: 3 clusters Score -3682950 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35122 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3683030.000000 Penalty: 3118.811279
	Iteration 17Q: 3 clusters Score -3683030 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35174 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -3683087.500000 Penalty: 3118.811279
	Iteration 18Q: 3 clusters Score -3683088 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35199 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -3683121.750000 Penalty: 3118.811279
	Iteration 19Q: 3 clusters Score -3683122 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35225 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3683157.750000 Penalty: 3118.811279
	Iteration 20F: 3 clusters Score -3683158 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35239 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3683168.750000 Penalty: 3118.811279
	Iteration 21Q: 3 clusters Score -3683169 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35247 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -3683187.500000 Penalty: 3118.811279
	Iteration 22Q: 3 clusters Score -3683188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35252 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3683193.750000 Penalty: 3118.811279
	Iteration 23Q: 3 clusters Score -3683194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35255 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3683203.250000 Penalty: 3118.811279
	Iteration 24Q: 3 clusters Score -3683203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35260 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3683209.750000 Penalty: 3118.811279
	Iteration 25Q: 3 clusters Score -3683210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35260 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3683204.750000 Penalty: 3118.811279
	Iteration 26Q: 3 clusters Score -3683205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35261 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3683208.250000 Penalty: 3118.811279
	Iteration 27Q: 3 clusters Score -3683208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35261 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3683208.250000 Penalty: 3118.811279
	Iteration 28F: 3 clusters Score -3683208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Entering Unmasked Estep 
Score: -1161845.125000 Penalty: 1386.000610
	Iteration 0F: 2 clusters Score -1161845 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1154444.500000 Penalty: 2772.001221
	Iteration 0F: 3 clusters Score -1154444 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1156796.500000 Penalty: 2772.001221
	Iteration 1F: 3 clusters Score -1156796 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1157095.750000 Penalty: 2772.001221
	Iteration 2F: 3 clusters Score -1157096 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1157313.750000 Penalty: 2772.001221
	Iteration 3Q: 3 clusters Score -1157314 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1157470.875000 Penalty: 2772.001221
	Iteration 4Q: 3 clusters Score -1157471 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1157585.625000 Penalty: 2772.001221
	Iteration 5Q: 3 clusters Score -1157586 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1157678.875000 Penalty: 2772.001221
	Iteration 6Q: 3 clusters Score -1157679 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1157751.875000 Penalty: 2772.001221
	Iteration 7Q: 3 clusters Score -1157752 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1157816.500000 Penalty: 2772.001221
	Iteration 8Q: 3 clusters Score -1157816 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1157889.250000 Penalty: 2772.001221
	Iteration 9Q: 3 clusters Score -1157889 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1157973.625000 Penalty: 2772.001221
	Iteration 10Q: 3 clusters Score -1157974 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1158066.750000 Penalty: 2772.001221
	Iteration 11Q: 3 clusters Score -1158067 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1158163.750000 Penalty: 2772.001221
	Iteration 12Q: 3 clusters Score -1158164 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1158297.625000 Penalty: 2772.001221
	Iteration 13Q: 3 clusters Score -1158298 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1158504.375000 Penalty: 2772.001221
	Iteration 14Q: 3 clusters Score -1158504 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1158777.000000 Penalty: 2772.001221
	Iteration 15Q: 3 clusters Score -1158777 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1159080.375000 Penalty: 2772.001221
	Iteration 16Q: 3 clusters Score -1159080 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1159439.375000 Penalty: 2772.001221
	Iteration 17Q: 3 clusters Score -1159439 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1159808.500000 Penalty: 2772.001221
	Iteration 18Q: 3 clusters Score -1159808 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1160140.000000 Penalty: 2772.001221
	Iteration 19Q: 3 clusters Score -1160140 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1160382.000000 Penalty: 2772.001221
	Iteration 20F: 3 clusters Score -1160382 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1160547.875000 Penalty: 2772.001221
	Iteration 21Q: 3 clusters Score -1160548 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1160656.375000 Penalty: 2772.001221
	Iteration 22Q: 3 clusters Score -1160656 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1160744.125000 Penalty: 2772.001221
	Iteration 23Q: 3 clusters Score -1160744 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1160810.750000 Penalty: 2772.001221
	Iteration 24Q: 3 clusters Score -1160811 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1160849.250000 Penalty: 2772.001221
	Iteration 25Q: 3 clusters Score -1160849 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1160876.750000 Penalty: 2772.001221
	Iteration 26Q: 3 clusters Score -1160877 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1160902.500000 Penalty: 2772.001221
	Iteration 27Q: 3 clusters Score -1160902 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1160926.000000 Penalty: 2772.001221
	Iteration 28Q: 3 clusters Score -1160926 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1160945.125000 Penalty: 2772.001221
	Iteration 29Q: 3 clusters Score -1160945 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1160957.500000 Penalty: 2772.001221
	Iteration 30Q: 3 clusters Score -1160958 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1160976.625000 Penalty: 2772.001221
	Iteration 31Q: 3 clusters Score -1160977 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1160988.500000 Penalty: 2772.001221
	Iteration 32Q: 3 clusters Score -1160988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1161002.625000 Penalty: 2772.001221
	Iteration 33Q: 3 clusters Score -1161003 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1161012.375000 Penalty: 2772.001221
	Iteration 34Q: 3 clusters Score -1161012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1161018.500000 Penalty: 2772.001221
	Iteration 35Q: 3 clusters Score -1161018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1161023.125000 Penalty: 2772.001221
	Iteration 36Q: 3 clusters Score -1161023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1161028.500000 Penalty: 2772.001221
	Iteration 37Q: 3 clusters Score -1161028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1161026.000000 Penalty: 2772.001221
	Iteration 38Q: 3 clusters Score -1161026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1161026.000000 Penalty: 2772.001221
	Iteration 39Q: 3 clusters Score -1161026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1161026.000000 Penalty: 2772.001221
	Iteration 40F: 3 clusters Score -1161026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Entering Unmasked Estep 
Score: -704560.750000 Penalty: 1324.076904
	Iteration 0F: 2 clusters Score -704560.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -699436.062500 Penalty: 2648.153809
	Iteration 0F: 3 clusters Score -699436.1 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -701100.437500 Penalty: 2648.153809
	Iteration 1F: 3 clusters Score -701100.4 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -701416.750000 Penalty: 2648.153809
	Iteration 2F: 3 clusters Score -701416.8 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -701633.937500 Penalty: 2648.153809
	Iteration 3F: 3 clusters Score -701633.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -701810.500000 Penalty: 2648.153809
	Iteration 4Q: 3 clusters Score -701810.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -701958.687500 Penalty: 2648.153809
	Iteration 5Q: 3 clusters Score -701958.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -702128.812500 Penalty: 2648.153809
	Iteration 6Q: 3 clusters Score -702128.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -702346.187500 Penalty: 2648.153809
	Iteration 7Q: 3 clusters Score -702346.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -702566.937500 Penalty: 2648.153809
	Iteration 8Q: 3 clusters Score -702566.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -702776.625000 Penalty: 2648.153809
	Iteration 9Q: 3 clusters Score -702776.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -702988.000000 Penalty: 2648.153809
	Iteration 10Q: 3 clusters Score -702988 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -703172.625000 Penalty: 2648.153809
	Iteration 11Q: 3 clusters Score -703172.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -703292.375000 Penalty: 2648.153809
	Iteration 12Q: 3 clusters Score -703292.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -703367.937500 Penalty: 2648.153809
	Iteration 13Q: 3 clusters Score -703367.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -703412.812500 Penalty: 2648.153809
	Iteration 14Q: 3 clusters Score -703412.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -703445.500000 Penalty: 2648.153809
	Iteration 15Q: 3 clusters Score -703445.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -703466.437500 Penalty: 2648.153809
	Iteration 16Q: 3 clusters Score -703466.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -703479.687500 Penalty: 2648.153809
	Iteration 17Q: 3 clusters Score -703479.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -703489.750000 Penalty: 2648.153809
	Iteration 18Q: 3 clusters Score -703489.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -703500.500000 Penalty: 2648.153809
	Iteration 19Q: 3 clusters Score -703500.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -703510.375000 Penalty: 2648.153809
	Iteration 20F: 3 clusters Score -703510.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -703517.250000 Penalty: 2648.153809
	Iteration 21Q: 3 clusters Score -703517.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -703520.000000 Penalty: 2648.153809
	Iteration 22Q: 3 clusters Score -703520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -703521.250000 Penalty: 2648.153809
	Iteration 23Q: 3 clusters Score -703521.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -703526.062500 Penalty: 2648.153809
	Iteration 24Q: 3 clusters Score -703526.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -703524.750000 Penalty: 2648.153809
	Iteration 25Q: 3 clusters Score -703524.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -703528.625000 Penalty: 2648.153809
	Iteration 26Q: 3 clusters Score -703528.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -703530.187500 Penalty: 2648.153809
	Iteration 27Q: 3 clusters Score -703530.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -703530.937500 Penalty: 2648.153809
	Iteration 28Q: 3 clusters Score -703530.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -703531.250000 Penalty: 2648.153809
	Iteration 29Q: 3 clusters Score -703531.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -703532.937500 Penalty: 2648.153809
	Iteration 30Q: 3 clusters Score -703532.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -703533.875000 Penalty: 2648.153809
	Iteration 31Q: 3 clusters Score -703533.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -703535.187500 Penalty: 2648.153809
	Iteration 32Q: 3 clusters Score -703535.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -703536.062500 Penalty: 2648.153809
	Iteration 33Q: 3 clusters Score -703536.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -703538.625000 Penalty: 2648.153809
	Iteration 34Q: 3 clusters Score -703538.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -703537.437500 Penalty: 2648.153809
	Iteration 35Q: 3 clusters Score -703537.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -703538.437500 Penalty: 2648.153809
	Iteration 36Q: 3 clusters Score -703538.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -703539.500000 Penalty: 2648.153809
	Iteration 37Q: 3 clusters Score -703539.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -703540.250000 Penalty: 2648.153809
	Iteration 38Q: 3 clusters Score -703540.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -703540.500000 Penalty: 2648.153809
	Iteration 39Q: 3 clusters Score -703540.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -703542.375000 Penalty: 2648.153809
	Iteration 40F: 3 clusters Score -703542.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -703543.312500 Penalty: 2648.153809
	Iteration 41Q: 3 clusters Score -703543.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -703543.312500 Penalty: 2648.153809
	Iteration 42F: 3 clusters Score -703543.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Entering Unmasked Estep 
Score: -110472.031250 Penalty: 1073.737061
	Iteration 0F: 2 clusters Score -110472 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 695 members 
Entering Unmasked Estep 
Score: -108999.257812 Penalty: 2147.474121
	Iteration 0F: 3 clusters Score -108999.3 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -109563.265625 Penalty: 2147.474121
	Iteration 1F: 3 clusters Score -109563.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -109739.695312 Penalty: 2147.474121
	Iteration 2F: 3 clusters Score -109739.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -109846.914062 Penalty: 2147.474121
	Iteration 3F: 3 clusters Score -109846.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -109963.164062 Penalty: 2147.474121
	Iteration 4F: 3 clusters Score -109963.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -110042.570312 Penalty: 2147.474121
	Iteration 5Q: 3 clusters Score -110042.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -110121.781250 Penalty: 2147.474121
	Iteration 6Q: 3 clusters Score -110121.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -110177.234375 Penalty: 2147.474121
	Iteration 7Q: 3 clusters Score -110177.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -110229.789062 Penalty: 2147.474121
	Iteration 8Q: 3 clusters Score -110229.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -110295.437500 Penalty: 2147.474121
	Iteration 9Q: 3 clusters Score -110295.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -110321.179688 Penalty: 2147.474121
	Iteration 10Q: 3 clusters Score -110321.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -110332.375000 Penalty: 2147.474121
	Iteration 11Q: 3 clusters Score -110332.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -110343.812500 Penalty: 2147.474121
	Iteration 12Q: 3 clusters Score -110343.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -110350.148438 Penalty: 2147.474121
	Iteration 13Q: 3 clusters Score -110350.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -110353.437500 Penalty: 2147.474121
	Iteration 14Q: 3 clusters Score -110353.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -110355.406250 Penalty: 2147.474121
	Iteration 15Q: 3 clusters Score -110355.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -110357.234375 Penalty: 2147.474121
	Iteration 16Q: 3 clusters Score -110357.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -110360.382812 Penalty: 2147.474121
	Iteration 17Q: 3 clusters Score -110360.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -110361.500000 Penalty: 2147.474121
	Iteration 18Q: 3 clusters Score -110361.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -110362.992188 Penalty: 2147.474121
	Iteration 19Q: 3 clusters Score -110363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -110362.992188 Penalty: 2147.474121
	Iteration 20F: 3 clusters Score -110363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (36611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36611 members 
Entering Unmasked Estep 
Score: -3801553.750000 Penalty: 1563.605957
	Iteration 0F: 2 clusters Score -3801554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -3777698.000000 Penalty: 3127.211914
	Iteration 0F: 3 clusters Score -3777698 nChanged 16773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -3787157.250000 Penalty: 3127.211914
	Iteration 1F: 3 clusters Score -3787157 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -3787914.750000 Penalty: 3127.211914
	Iteration 2F: 3 clusters Score -3787915 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -3788680.000000 Penalty: 3127.211914
	Iteration 3Q: 3 clusters Score -3788680 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -3789552.500000 Penalty: 3127.211914
	Iteration 4Q: 3 clusters Score -3789552 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -3790628.000000 Penalty: 3127.211914
	Iteration 5F: 3 clusters Score -3790628 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -3791806.500000 Penalty: 3127.211914
	Iteration 6F: 3 clusters Score -3791806 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -3793019.000000 Penalty: 3127.211914
	Iteration 7F: 3 clusters Score -3793019 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -3794138.000000 Penalty: 3127.211914
	Iteration 8F: 3 clusters Score -3794138 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 24363 members 
Entering Unmasked Estep 
Score: -3795092.250000 Penalty: 3127.211914
	Iteration 9Q: 3 clusters Score -3795092 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 25325 members 
Entering Unmasked Estep 
Score: -3795945.750000 Penalty: 3127.211914
	Iteration 10Q: 3 clusters Score -3795946 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 26305 members 
Entering Unmasked Estep 
Score: -3796696.500000 Penalty: 3127.211914
	Iteration 11Q: 3 clusters Score -3796696 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 27276 members 
Entering Unmasked Estep 
Score: -3797334.500000 Penalty: 3127.211914
	Iteration 12Q: 3 clusters Score -3797334 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 28159 members 
Entering Unmasked Estep 
Score: -3797873.250000 Penalty: 3127.211914
	Iteration 13Q: 3 clusters Score -3797873 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 29032 members 
Entering Unmasked Estep 
Score: -3798379.000000 Penalty: 3127.211914
	Iteration 14Q: 3 clusters Score -3798379 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 29794 members 
Entering Unmasked Estep 
Score: -3798811.000000 Penalty: 3127.211914
	Iteration 15Q: 3 clusters Score -3798811 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 30510 members 
Entering Unmasked Estep 
Score: -3799190.000000 Penalty: 3127.211914
	Iteration 16Q: 3 clusters Score -3799190 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 31125 members 
Entering Unmasked Estep 
Score: -3799487.750000 Penalty: 3127.211914
	Iteration 17Q: 3 clusters Score -3799488 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 31666 members 
Entering Unmasked Estep 
Score: -3799749.250000 Penalty: 3127.211914
	Iteration 18Q: 3 clusters Score -3799749 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 32144 members 
Entering Unmasked Estep 
Score: -3799971.000000 Penalty: 3127.211914
	Iteration 19Q: 3 clusters Score -3799971 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 32517 members 
Entering Unmasked Estep 
Score: -3800133.750000 Penalty: 3127.211914
	Iteration 20F: 3 clusters Score -3800134 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 32811 members 
Entering Unmasked Estep 
Score: -3800245.750000 Penalty: 3127.211914
	Iteration 21Q: 3 clusters Score -3800246 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 33060 members 
Entering Unmasked Estep 
Score: -3800351.000000 Penalty: 3127.211914
	Iteration 22Q: 3 clusters Score -3800351 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 33278 members 
Entering Unmasked Estep 
Score: -3800449.250000 Penalty: 3127.211914
	Iteration 23Q: 3 clusters Score -3800449 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 33453 members 
Entering Unmasked Estep 
Score: -3800512.250000 Penalty: 3127.211914
	Iteration 24Q: 3 clusters Score -3800512 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 33608 members 
Entering Unmasked Estep 
Score: -3800564.750000 Penalty: 3127.211914
	Iteration 25Q: 3 clusters Score -3800565 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 33729 members 
Entering Unmasked Estep 
Score: -3800614.500000 Penalty: 3127.211914
	Iteration 26Q: 3 clusters Score -3800614 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 33846 members 
Entering Unmasked Estep 
Score: -3800656.750000 Penalty: 3127.211914
	Iteration 27Q: 3 clusters Score -3800657 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 33932 members 
Entering Unmasked Estep 
Score: -3800693.250000 Penalty: 3127.211914
	Iteration 28Q: 3 clusters Score -3800693 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 34006 members 
Entering Unmasked Estep 
Score: -3800729.000000 Penalty: 3127.211914
	Iteration 29Q: 3 clusters Score -3800729 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 34072 members 
Entering Unmasked Estep 
Score: -3800737.250000 Penalty: 3127.211914
	Iteration 30Q: 3 clusters Score -3800737 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 34133 members 
Entering Unmasked Estep 
Score: -3800756.250000 Penalty: 3127.211914
	Iteration 31Q: 3 clusters Score -3800756 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 34193 members 
Entering Unmasked Estep 
Score: -3800780.250000 Penalty: 3127.211914
	Iteration 32Q: 3 clusters Score -3800780 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 34245 members 
Entering Unmasked Estep 
Score: -3800793.000000 Penalty: 3127.211914
	Iteration 33Q: 3 clusters Score -3800793 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 34289 members 
Entering Unmasked Estep 
Score: -3800814.500000 Penalty: 3127.211914
	Iteration 34Q: 3 clusters Score -3800814 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 34327 members 
Entering Unmasked Estep 
Score: -3800824.750000 Penalty: 3127.211914
	Iteration 35Q: 3 clusters Score -3800825 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 34362 members 
Entering Unmasked Estep 
Score: -3800830.750000 Penalty: 3127.211914
	Iteration 36Q: 3 clusters Score -3800831 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 34385 members 
Entering Unmasked Estep 
Score: -3800847.750000 Penalty: 3127.211914
	Iteration 37Q: 3 clusters Score -3800848 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 34404 members 
Entering Unmasked Estep 
Score: -3800854.750000 Penalty: 3127.211914
	Iteration 38Q: 3 clusters Score -3800855 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 34424 members 
Entering Unmasked Estep 
Score: -3800857.750000 Penalty: 3127.211914
	Iteration 39Q: 3 clusters Score -3800858 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 34445 members 
Entering Unmasked Estep 
Score: -3800859.250000 Penalty: 3127.211914
	Iteration 40F: 3 clusters Score -3800859 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 34463 members 
Entering Unmasked Estep 
Score: -3800870.500000 Penalty: 3127.211914
	Iteration 41Q: 3 clusters Score -3800870 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 34477 members 
Entering Unmasked Estep 
Score: -3800863.250000 Penalty: 3127.211914
	Iteration 42Q: 3 clusters Score -3800863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 34483 members 
Entering Unmasked Estep 
Score: -3800872.500000 Penalty: 3127.211914
	Iteration 43Q: 3 clusters Score -3800872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 34492 members 
Entering Unmasked Estep 
Score: -3800875.750000 Penalty: 3127.211914
	Iteration 44Q: 3 clusters Score -3800876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 34503 members 
Entering Unmasked Estep 
Score: -3800880.000000 Penalty: 3127.211914
	Iteration 45Q: 3 clusters Score -3800880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 34508 members 
Entering Unmasked Estep 
Score: -3800883.500000 Penalty: 3127.211914
	Iteration 46Q: 3 clusters Score -3800884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 34512 members 
Entering Unmasked Estep 
Score: -3800893.500000 Penalty: 3127.211914
	Iteration 47Q: 3 clusters Score -3800894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 34522 members 
Entering Unmasked Estep 
Score: -3800890.750000 Penalty: 3127.211914
	Iteration 48Q: 3 clusters Score -3800891 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 34530 members 
Entering Unmasked Estep 
Score: -3800890.000000 Penalty: 3127.211914
	Iteration 49Q: 3 clusters Score -3800890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 34535 members 
Entering Unmasked Estep 
Score: -3800895.500000 Penalty: 3127.211914
	Iteration 50Q: 3 clusters Score -3800896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 34541 members 
Entering Unmasked Estep 
Score: -3800899.000000 Penalty: 3127.211914
	Iteration 51Q: 3 clusters Score -3800899 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 34547 members 
Entering Unmasked Estep 
Score: -3800899.250000 Penalty: 3127.211914
	Iteration 52Q: 3 clusters Score -3800899 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 34558 members 
Entering Unmasked Estep 
Score: -3800897.500000 Penalty: 3127.211914
	Iteration 53Q: 3 clusters Score -3800898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 34567 members 
Entering Unmasked Estep 
Score: -3800905.500000 Penalty: 3127.211914
	Iteration 54Q: 3 clusters Score -3800906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 34572 members 
Entering Unmasked Estep 
Score: -3800898.750000 Penalty: 3127.211914
	Iteration 55Q: 3 clusters Score -3800899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 34579 members 
Entering Unmasked Estep 
Score: -3800907.750000 Penalty: 3127.211914
	Iteration 56Q: 3 clusters Score -3800908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 34582 members 
Entering Unmasked Estep 
Score: -3800909.250000 Penalty: 3127.211914
	Iteration 57Q: 3 clusters Score -3800909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 34587 members 
Entering Unmasked Estep 
Score: -3800909.750000 Penalty: 3127.211914
	Iteration 58Q: 3 clusters Score -3800910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 34594 members 
Entering Unmasked Estep 
Score: -3800911.250000 Penalty: 3127.211914
	Iteration 59Q: 3 clusters Score -3800911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 34600 members 
Entering Unmasked Estep 
Score: -3800908.500000 Penalty: 3127.211914
	Iteration 60F: 3 clusters Score -3800908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 34604 members 
Entering Unmasked Estep 
Score: -3800911.500000 Penalty: 3127.211914
	Iteration 61Q: 3 clusters Score -3800912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 34605 members 
Entering Unmasked Estep 
Score: -3800912.250000 Penalty: 3127.211914
	Iteration 62Q: 3 clusters Score -3800912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 34610 members 
Entering Unmasked Estep 
Score: -3800917.000000 Penalty: 3127.211914
	Iteration 63Q: 3 clusters Score -3800917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 34612 members 
Entering Unmasked Estep 
Score: -3800916.750000 Penalty: 3127.211914
	Iteration 64Q: 3 clusters Score -3800917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 34613 members 
Entering Unmasked Estep 
Score: -3800917.250000 Penalty: 3127.211914
	Iteration 65Q: 3 clusters Score -3800917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 34617 members 
Entering Unmasked Estep 
Score: -3800915.500000 Penalty: 3127.211914
	Iteration 66Q: 3 clusters Score -3800916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 34619 members 
Entering Unmasked Estep 
Score: -3800914.500000 Penalty: 3127.211914
	Iteration 67Q: 3 clusters Score -3800914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 34620 members 
Entering Unmasked Estep 
Score: -3800915.500000 Penalty: 3127.211914
	Iteration 68Q: 3 clusters Score -3800916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 34621 members 
Entering Unmasked Estep 
Score: -3800914.000000 Penalty: 3127.211914
	Iteration 69Q: 3 clusters Score -3800914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 34621 members 
Entering Unmasked Estep 
Score: -3800914.000000 Penalty: 3127.211914
	Iteration 70F: 3 clusters Score -3800914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Entering Unmasked Estep 
Score: -552225.062500 Penalty: 1281.783813
	Iteration 0F: 2 clusters Score -552225.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -548164.812500 Penalty: 2563.567627
	Iteration 0F: 3 clusters Score -548164.8 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -549422.625000 Penalty: 2563.567627
	Iteration 1F: 3 clusters Score -549422.6 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -549737.687500 Penalty: 2563.567627
	Iteration 2F: 3 clusters Score -549737.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -549972.687500 Penalty: 2563.567627
	Iteration 3F: 3 clusters Score -549972.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -550160.562500 Penalty: 2563.567627
	Iteration 4Q: 3 clusters Score -550160.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -550306.812500 Penalty: 2563.567627
	Iteration 5Q: 3 clusters Score -550306.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -550415.500000 Penalty: 2563.567627
	Iteration 6Q: 3 clusters Score -550415.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -550514.000000 Penalty: 2563.567627
	Iteration 7Q: 3 clusters Score -550514 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -550595.000000 Penalty: 2563.567627
	Iteration 8Q: 3 clusters Score -550595 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -550660.312500 Penalty: 2563.567627
	Iteration 9Q: 3 clusters Score -550660.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -550710.875000 Penalty: 2563.567627
	Iteration 10Q: 3 clusters Score -550710.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -550760.500000 Penalty: 2563.567627
	Iteration 11Q: 3 clusters Score -550760.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -550801.187500 Penalty: 2563.567627
	Iteration 12Q: 3 clusters Score -550801.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -550833.187500 Penalty: 2563.567627
	Iteration 13Q: 3 clusters Score -550833.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -550874.625000 Penalty: 2563.567627
	Iteration 14Q: 3 clusters Score -550874.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -550916.250000 Penalty: 2563.567627
	Iteration 15Q: 3 clusters Score -550916.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -550960.312500 Penalty: 2563.567627
	Iteration 16Q: 3 clusters Score -550960.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -551006.625000 Penalty: 2563.567627
	Iteration 17Q: 3 clusters Score -551006.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -551048.250000 Penalty: 2563.567627
	Iteration 18Q: 3 clusters Score -551048.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -551083.625000 Penalty: 2563.567627
	Iteration 19Q: 3 clusters Score -551083.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -551111.312500 Penalty: 2563.567627
	Iteration 20F: 3 clusters Score -551111.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -551139.562500 Penalty: 2563.567627
	Iteration 21Q: 3 clusters Score -551139.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -551161.000000 Penalty: 2563.567627
	Iteration 22Q: 3 clusters Score -551161 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -551185.937500 Penalty: 2563.567627
	Iteration 23Q: 3 clusters Score -551185.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -551215.250000 Penalty: 2563.567627
	Iteration 24Q: 3 clusters Score -551215.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -551238.437500 Penalty: 2563.567627
	Iteration 25Q: 3 clusters Score -551238.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -551257.437500 Penalty: 2563.567627
	Iteration 26Q: 3 clusters Score -551257.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -551266.687500 Penalty: 2563.567627
	Iteration 27Q: 3 clusters Score -551266.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -551273.375000 Penalty: 2563.567627
	Iteration 28Q: 3 clusters Score -551273.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -551282.125000 Penalty: 2563.567627
	Iteration 29Q: 3 clusters Score -551282.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -551288.125000 Penalty: 2563.567627
	Iteration 30Q: 3 clusters Score -551288.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -551296.937500 Penalty: 2563.567627
	Iteration 31Q: 3 clusters Score -551296.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -551305.937500 Penalty: 2563.567627
	Iteration 32Q: 3 clusters Score -551305.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -551314.687500 Penalty: 2563.567627
	Iteration 33Q: 3 clusters Score -551314.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -551324.812500 Penalty: 2563.567627
	Iteration 34Q: 3 clusters Score -551324.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -551336.500000 Penalty: 2563.567627
	Iteration 35Q: 3 clusters Score -551336.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -551344.937500 Penalty: 2563.567627
	Iteration 36Q: 3 clusters Score -551344.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -551354.625000 Penalty: 2563.567627
	Iteration 37Q: 3 clusters Score -551354.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -551357.937500 Penalty: 2563.567627
	Iteration 38Q: 3 clusters Score -551357.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -551363.687500 Penalty: 2563.567627
	Iteration 39Q: 3 clusters Score -551363.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -551368.875000 Penalty: 2563.567627
	Iteration 40F: 3 clusters Score -551368.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -551372.312500 Penalty: 2563.567627
	Iteration 41Q: 3 clusters Score -551372.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -551379.812500 Penalty: 2563.567627
	Iteration 42Q: 3 clusters Score -551379.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -551388.500000 Penalty: 2563.567627
	Iteration 43Q: 3 clusters Score -551388.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -551399.937500 Penalty: 2563.567627
	Iteration 44Q: 3 clusters Score -551399.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -551415.250000 Penalty: 2563.567627
	Iteration 45Q: 3 clusters Score -551415.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -551428.125000 Penalty: 2563.567627
	Iteration 46Q: 3 clusters Score -551428.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -551439.375000 Penalty: 2563.567627
	Iteration 47Q: 3 clusters Score -551439.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -551443.500000 Penalty: 2563.567627
	Iteration 48Q: 3 clusters Score -551443.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -551451.062500 Penalty: 2563.567627
	Iteration 49Q: 3 clusters Score -551451.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -551456.750000 Penalty: 2563.567627
	Iteration 50Q: 3 clusters Score -551456.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -551463.937500 Penalty: 2563.567627
	Iteration 51Q: 3 clusters Score -551463.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -551467.875000 Penalty: 2563.567627
	Iteration 52Q: 3 clusters Score -551467.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -551472.187500 Penalty: 2563.567627
	Iteration 53Q: 3 clusters Score -551472.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -551478.750000 Penalty: 2563.567627
	Iteration 54Q: 3 clusters Score -551478.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -551485.812500 Penalty: 2563.567627
	Iteration 55Q: 3 clusters Score -551485.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -551492.375000 Penalty: 2563.567627
	Iteration 56Q: 3 clusters Score -551492.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -551496.750000 Penalty: 2563.567627
	Iteration 57Q: 3 clusters Score -551496.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -551500.187500 Penalty: 2563.567627
	Iteration 58Q: 3 clusters Score -551500.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -551503.750000 Penalty: 2563.567627
	Iteration 59Q: 3 clusters Score -551503.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -551507.250000 Penalty: 2563.567627
	Iteration 60F: 3 clusters Score -551507.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -551510.125000 Penalty: 2563.567627
	Iteration 61Q: 3 clusters Score -551510.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -551513.375000 Penalty: 2563.567627
	Iteration 62Q: 3 clusters Score -551513.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -551516.625000 Penalty: 2563.567627
	Iteration 63Q: 3 clusters Score -551516.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -551520.062500 Penalty: 2563.567627
	Iteration 64Q: 3 clusters Score -551520.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -551522.375000 Penalty: 2563.567627
	Iteration 65Q: 3 clusters Score -551522.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -551524.187500 Penalty: 2563.567627
	Iteration 66Q: 3 clusters Score -551524.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -551527.562500 Penalty: 2563.567627
	Iteration 67Q: 3 clusters Score -551527.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -551528.500000 Penalty: 2563.567627
	Iteration 68Q: 3 clusters Score -551528.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -551531.250000 Penalty: 2563.567627
	Iteration 69Q: 3 clusters Score -551531.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -551532.687500 Penalty: 2563.567627
	Iteration 70Q: 3 clusters Score -551532.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -551533.562500 Penalty: 2563.567627
	Iteration 71Q: 3 clusters Score -551533.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -551536.687500 Penalty: 2563.567627
	Iteration 72Q: 3 clusters Score -551536.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -551538.250000 Penalty: 2563.567627
	Iteration 73Q: 3 clusters Score -551538.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -551539.187500 Penalty: 2563.567627
	Iteration 74Q: 3 clusters Score -551539.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -551540.375000 Penalty: 2563.567627
	Iteration 75Q: 3 clusters Score -551540.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -551540.625000 Penalty: 2563.567627
	Iteration 76Q: 3 clusters Score -551540.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -551541.687500 Penalty: 2563.567627
	Iteration 77Q: 3 clusters Score -551541.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -551543.187500 Penalty: 2563.567627
	Iteration 78Q: 3 clusters Score -551543.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -551543.812500 Penalty: 2563.567627
	Iteration 79Q: 3 clusters Score -551543.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -551544.500000 Penalty: 2563.567627
	Iteration 80F: 3 clusters Score -551544.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -551544.312500 Penalty: 2563.567627
	Iteration 81Q: 3 clusters Score -551544.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -551544.312500 Penalty: 2563.567627
	Iteration 82F: 3 clusters Score -551544.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Entering Unmasked Estep 
Score: -401438.125000 Penalty: 1250.785156
	Iteration 0F: 2 clusters Score -401438.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -398060.812500 Penalty: 2501.570312
	Iteration 0F: 3 clusters Score -398060.8 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -399093.375000 Penalty: 2501.570312
	Iteration 1F: 3 clusters Score -399093.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -399360.968750 Penalty: 2501.570312
	Iteration 2F: 3 clusters Score -399361 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -399535.718750 Penalty: 2501.570312
	Iteration 3F: 3 clusters Score -399535.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -399680.218750 Penalty: 2501.570312
	Iteration 4Q: 3 clusters Score -399680.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -399829.625000 Penalty: 2501.570312
	Iteration 5Q: 3 clusters Score -399829.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -399970.343750 Penalty: 2501.570312
	Iteration 6Q: 3 clusters Score -399970.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -400108.062500 Penalty: 2501.570312
	Iteration 7Q: 3 clusters Score -400108.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -400243.843750 Penalty: 2501.570312
	Iteration 8Q: 3 clusters Score -400243.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -400377.281250 Penalty: 2501.570312
	Iteration 9Q: 3 clusters Score -400377.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -400493.281250 Penalty: 2501.570312
	Iteration 10Q: 3 clusters Score -400493.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -400597.031250 Penalty: 2501.570312
	Iteration 11Q: 3 clusters Score -400597 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -400680.406250 Penalty: 2501.570312
	Iteration 12Q: 3 clusters Score -400680.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -400747.437500 Penalty: 2501.570312
	Iteration 13Q: 3 clusters Score -400747.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -400803.937500 Penalty: 2501.570312
	Iteration 14Q: 3 clusters Score -400803.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -400843.750000 Penalty: 2501.570312
	Iteration 15Q: 3 clusters Score -400843.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -400883.093750 Penalty: 2501.570312
	Iteration 16Q: 3 clusters Score -400883.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -400913.281250 Penalty: 2501.570312
	Iteration 17Q: 3 clusters Score -400913.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -400944.125000 Penalty: 2501.570312
	Iteration 18Q: 3 clusters Score -400944.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -400966.906250 Penalty: 2501.570312
	Iteration 19Q: 3 clusters Score -400966.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -400979.500000 Penalty: 2501.570312
	Iteration 20F: 3 clusters Score -400979.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -400989.375000 Penalty: 2501.570312
	Iteration 21Q: 3 clusters Score -400989.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -400996.718750 Penalty: 2501.570312
	Iteration 22Q: 3 clusters Score -400996.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -401001.406250 Penalty: 2501.570312
	Iteration 23Q: 3 clusters Score -401001.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -401005.875000 Penalty: 2501.570312
	Iteration 24Q: 3 clusters Score -401005.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -401007.125000 Penalty: 2501.570312
	Iteration 25Q: 3 clusters Score -401007.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -401008.156250 Penalty: 2501.570312
	Iteration 26Q: 3 clusters Score -401008.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -401009.750000 Penalty: 2501.570312
	Iteration 27Q: 3 clusters Score -401009.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -401011.093750 Penalty: 2501.570312
	Iteration 28Q: 3 clusters Score -401011.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -401012.687500 Penalty: 2501.570312
	Iteration 29Q: 3 clusters Score -401012.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -401011.687500 Penalty: 2501.570312
	Iteration 30Q: 3 clusters Score -401011.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -401011.687500 Penalty: 2501.570312
	Iteration 31F: 3 clusters Score -401011.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Entering Unmasked Estep 
Score: -670412.687500 Penalty: 1304.137695
	Iteration 0F: 2 clusters Score -670412.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -665899.937500 Penalty: 2608.275391
	Iteration 0F: 3 clusters Score -665899.9 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -667276.125000 Penalty: 2608.275391
	Iteration 1F: 3 clusters Score -667276.1 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -667578.250000 Penalty: 2608.275391
	Iteration 2F: 3 clusters Score -667578.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -667814.750000 Penalty: 2608.275391
	Iteration 3F: 3 clusters Score -667814.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -668017.500000 Penalty: 2608.275391
	Iteration 4F: 3 clusters Score -668017.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -668173.875000 Penalty: 2608.275391
	Iteration 5Q: 3 clusters Score -668173.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -668304.125000 Penalty: 2608.275391
	Iteration 6Q: 3 clusters Score -668304.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -668414.750000 Penalty: 2608.275391
	Iteration 7Q: 3 clusters Score -668414.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -668507.437500 Penalty: 2608.275391
	Iteration 8Q: 3 clusters Score -668507.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -668603.687500 Penalty: 2608.275391
	Iteration 9Q: 3 clusters Score -668603.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -668698.562500 Penalty: 2608.275391
	Iteration 10Q: 3 clusters Score -668698.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -668782.062500 Penalty: 2608.275391
	Iteration 11Q: 3 clusters Score -668782.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -668848.062500 Penalty: 2608.275391
	Iteration 12Q: 3 clusters Score -668848.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -668898.375000 Penalty: 2608.275391
	Iteration 13Q: 3 clusters Score -668898.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -668944.500000 Penalty: 2608.275391
	Iteration 14Q: 3 clusters Score -668944.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -668983.437500 Penalty: 2608.275391
	Iteration 15Q: 3 clusters Score -668983.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -669028.312500 Penalty: 2608.275391
	Iteration 16Q: 3 clusters Score -669028.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -669064.875000 Penalty: 2608.275391
	Iteration 17Q: 3 clusters Score -669064.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -669096.562500 Penalty: 2608.275391
	Iteration 18Q: 3 clusters Score -669096.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -669126.625000 Penalty: 2608.275391
	Iteration 19Q: 3 clusters Score -669126.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -669143.250000 Penalty: 2608.275391
	Iteration 20F: 3 clusters Score -669143.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -669153.562500 Penalty: 2608.275391
	Iteration 21Q: 3 clusters Score -669153.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -669165.125000 Penalty: 2608.275391
	Iteration 22Q: 3 clusters Score -669165.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -669178.250000 Penalty: 2608.275391
	Iteration 23Q: 3 clusters Score -669178.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -669191.375000 Penalty: 2608.275391
	Iteration 24Q: 3 clusters Score -669191.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -669203.437500 Penalty: 2608.275391
	Iteration 25Q: 3 clusters Score -669203.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -669214.187500 Penalty: 2608.275391
	Iteration 26Q: 3 clusters Score -669214.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -669224.812500 Penalty: 2608.275391
	Iteration 27Q: 3 clusters Score -669224.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -669235.812500 Penalty: 2608.275391
	Iteration 28Q: 3 clusters Score -669235.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -669253.937500 Penalty: 2608.275391
	Iteration 29Q: 3 clusters Score -669253.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -669270.562500 Penalty: 2608.275391
	Iteration 30Q: 3 clusters Score -669270.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -669285.312500 Penalty: 2608.275391
	Iteration 31Q: 3 clusters Score -669285.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -669298.687500 Penalty: 2608.275391
	Iteration 32Q: 3 clusters Score -669298.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -669312.437500 Penalty: 2608.275391
	Iteration 33Q: 3 clusters Score -669312.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -669324.312500 Penalty: 2608.275391
	Iteration 34Q: 3 clusters Score -669324.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -669337.437500 Penalty: 2608.275391
	Iteration 35Q: 3 clusters Score -669337.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -669347.437500 Penalty: 2608.275391
	Iteration 36Q: 3 clusters Score -669347.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -669350.750000 Penalty: 2608.275391
	Iteration 37Q: 3 clusters Score -669350.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -669356.312500 Penalty: 2608.275391
	Iteration 38Q: 3 clusters Score -669356.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -669357.812500 Penalty: 2608.275391
	Iteration 39Q: 3 clusters Score -669357.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -669363.250000 Penalty: 2608.275391
	Iteration 40F: 3 clusters Score -669363.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -669366.000000 Penalty: 2608.275391
	Iteration 41Q: 3 clusters Score -669366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -669367.750000 Penalty: 2608.275391
	Iteration 42Q: 3 clusters Score -669367.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -669367.937500 Penalty: 2608.275391
	Iteration 43Q: 3 clusters Score -669367.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -669371.437500 Penalty: 2608.275391
	Iteration 44Q: 3 clusters Score -669371.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -669372.250000 Penalty: 2608.275391
	Iteration 45Q: 3 clusters Score -669372.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -669374.000000 Penalty: 2608.275391
	Iteration 46Q: 3 clusters Score -669374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -669373.500000 Penalty: 2608.275391
	Iteration 47Q: 3 clusters Score -669373.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -669375.500000 Penalty: 2608.275391
	Iteration 48Q: 3 clusters Score -669375.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -669377.562500 Penalty: 2608.275391
	Iteration 49Q: 3 clusters Score -669377.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -669377.625000 Penalty: 2608.275391
	Iteration 50Q: 3 clusters Score -669377.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -669378.250000 Penalty: 2608.275391
	Iteration 51Q: 3 clusters Score -669378.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -669378.500000 Penalty: 2608.275391
	Iteration 52Q: 3 clusters Score -669378.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -669378.500000 Penalty: 2608.275391
	Iteration 53F: 3 clusters Score -669378.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Entering Unmasked Estep 
Score: -1524464.375000 Penalty: 1427.572510
	Iteration 0F: 2 clusters Score -1524464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1514848.500000 Penalty: 2855.145020
	Iteration 0F: 3 clusters Score -1514848 nChanged 6266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1518467.375000 Penalty: 2855.145020
	Iteration 1F: 3 clusters Score -1518467 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1519182.750000 Penalty: 2855.145020
	Iteration 2F: 3 clusters Score -1519183 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1519928.750000 Penalty: 2855.145020
	Iteration 3F: 3 clusters Score -1519929 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1520702.000000 Penalty: 2855.145020
	Iteration 4F: 3 clusters Score -1520702 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1521520.000000 Penalty: 2855.145020
	Iteration 5F: 3 clusters Score -1521520 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1522228.875000 Penalty: 2855.145020
	Iteration 6F: 3 clusters Score -1522229 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1522726.875000 Penalty: 2855.145020
	Iteration 7Q: 3 clusters Score -1522727 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1523057.500000 Penalty: 2855.145020
	Iteration 8Q: 3 clusters Score -1523058 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1523251.750000 Penalty: 2855.145020
	Iteration 9Q: 3 clusters Score -1523252 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1523351.125000 Penalty: 2855.145020
	Iteration 10Q: 3 clusters Score -1523351 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1523413.125000 Penalty: 2855.145020
	Iteration 11Q: 3 clusters Score -1523413 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1523459.500000 Penalty: 2855.145020
	Iteration 12Q: 3 clusters Score -1523460 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1523479.250000 Penalty: 2855.145020
	Iteration 13Q: 3 clusters Score -1523479 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1523497.625000 Penalty: 2855.145020
	Iteration 14Q: 3 clusters Score -1523498 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1523512.500000 Penalty: 2855.145020
	Iteration 15Q: 3 clusters Score -1523512 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1523516.625000 Penalty: 2855.145020
	Iteration 16Q: 3 clusters Score -1523517 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1523523.125000 Penalty: 2855.145020
	Iteration 17Q: 3 clusters Score -1523523 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1523520.375000 Penalty: 2855.145020
	Iteration 18Q: 3 clusters Score -1523520 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1523530.000000 Penalty: 2855.145020
	Iteration 19Q: 3 clusters Score -1523530 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1523534.875000 Penalty: 2855.145020
	Iteration 20F: 3 clusters Score -1523535 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1523537.625000 Penalty: 2855.145020
	Iteration 21Q: 3 clusters Score -1523538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1523536.750000 Penalty: 2855.145020
	Iteration 22Q: 3 clusters Score -1523537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1523533.000000 Penalty: 2855.145020
	Iteration 23Q: 3 clusters Score -1523533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1523533.750000 Penalty: 2855.145020
	Iteration 24Q: 3 clusters Score -1523534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1523532.000000 Penalty: 2855.145020
	Iteration 25Q: 3 clusters Score -1523532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1523533.750000 Penalty: 2855.145020
	Iteration 26Q: 3 clusters Score -1523534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1523534.750000 Penalty: 2855.145020
	Iteration 27Q: 3 clusters Score -1523535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1523532.250000 Penalty: 2855.145020
	Iteration 28Q: 3 clusters Score -1523532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1523534.875000 Penalty: 2855.145020
	Iteration 29Q: 3 clusters Score -1523535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1523533.875000 Penalty: 2855.145020
	Iteration 30Q: 3 clusters Score -1523534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1523536.625000 Penalty: 2855.145020
	Iteration 31Q: 3 clusters Score -1523537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1523535.750000 Penalty: 2855.145020
	Iteration 32Q: 3 clusters Score -1523536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1523538.375000 Penalty: 2855.145020
	Iteration 33Q: 3 clusters Score -1523538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1523537.875000 Penalty: 2855.145020
	Iteration 34Q: 3 clusters Score -1523538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1523538.500000 Penalty: 2855.145020
	Iteration 35Q: 3 clusters Score -1523538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1523538.875000 Penalty: 2855.145020
	Iteration 36Q: 3 clusters Score -1523539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1523541.250000 Penalty: 2855.145020
	Iteration 37Q: 3 clusters Score -1523541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1523541.500000 Penalty: 2855.145020
	Iteration 38Q: 3 clusters Score -1523542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1523544.250000 Penalty: 2855.145020
	Iteration 39Q: 3 clusters Score -1523544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1523540.500000 Penalty: 2855.145020
	Iteration 40F: 3 clusters Score -1523540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1523539.625000 Penalty: 2855.145020
	Iteration 41Q: 3 clusters Score -1523540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1523539.875000 Penalty: 2855.145020
	Iteration 42Q: 3 clusters Score -1523540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1523540.875000 Penalty: 2855.145020
	Iteration 43Q: 3 clusters Score -1523541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1523540.375000 Penalty: 2855.145020
	Iteration 44Q: 3 clusters Score -1523540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1523540.750000 Penalty: 2855.145020
	Iteration 45Q: 3 clusters Score -1523541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1523540.625000 Penalty: 2855.145020
	Iteration 46Q: 3 clusters Score -1523541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1523539.000000 Penalty: 2855.145020
	Iteration 47Q: 3 clusters Score -1523539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1523538.875000 Penalty: 2855.145020
	Iteration 48Q: 3 clusters Score -1523539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1523543.500000 Penalty: 2855.145020
	Iteration 49Q: 3 clusters Score -1523544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1523544.375000 Penalty: 2855.145020
	Iteration 50Q: 3 clusters Score -1523544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1523543.500000 Penalty: 2855.145020
	Iteration 51Q: 3 clusters Score -1523544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1523543.500000 Penalty: 2855.145020
	Iteration 52F: 3 clusters Score -1523544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Entering Unmasked Estep 
Score: -348151.156250 Penalty: 1222.151245
	Iteration 0F: 2 clusters Score -348151.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -345242.250000 Penalty: 2444.302490
	Iteration 0F: 3 clusters Score -345242.2 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -346066.031250 Penalty: 2444.302490
	Iteration 1F: 3 clusters Score -346066 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -346234.906250 Penalty: 2444.302490
	Iteration 2F: 3 clusters Score -346234.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -346353.968750 Penalty: 2444.302490
	Iteration 3Q: 3 clusters Score -346354 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -346439.531250 Penalty: 2444.302490
	Iteration 4Q: 3 clusters Score -346439.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -346517.343750 Penalty: 2444.302490
	Iteration 5Q: 3 clusters Score -346517.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -346603.468750 Penalty: 2444.302490
	Iteration 6Q: 3 clusters Score -346603.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -346697.125000 Penalty: 2444.302490
	Iteration 7Q: 3 clusters Score -346697.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -346782.562500 Penalty: 2444.302490
	Iteration 8Q: 3 clusters Score -346782.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -346847.812500 Penalty: 2444.302490
	Iteration 9Q: 3 clusters Score -346847.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -346912.906250 Penalty: 2444.302490
	Iteration 10Q: 3 clusters Score -346912.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -346999.437500 Penalty: 2444.302490
	Iteration 11Q: 3 clusters Score -346999.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -347063.843750 Penalty: 2444.302490
	Iteration 12Q: 3 clusters Score -347063.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -347128.875000 Penalty: 2444.302490
	Iteration 13Q: 3 clusters Score -347128.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -347189.968750 Penalty: 2444.302490
	Iteration 14Q: 3 clusters Score -347190 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -347248.250000 Penalty: 2444.302490
	Iteration 15Q: 3 clusters Score -347248.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -347300.125000 Penalty: 2444.302490
	Iteration 16Q: 3 clusters Score -347300.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -347363.093750 Penalty: 2444.302490
	Iteration 17Q: 3 clusters Score -347363.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -347411.656250 Penalty: 2444.302490
	Iteration 18Q: 3 clusters Score -347411.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -347468.125000 Penalty: 2444.302490
	Iteration 19Q: 3 clusters Score -347468.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -347509.843750 Penalty: 2444.302490
	Iteration 20F: 3 clusters Score -347509.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -347543.500000 Penalty: 2444.302490
	Iteration 21Q: 3 clusters Score -347543.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -347578.093750 Penalty: 2444.302490
	Iteration 22Q: 3 clusters Score -347578.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -347620.593750 Penalty: 2444.302490
	Iteration 23Q: 3 clusters Score -347620.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -347673.062500 Penalty: 2444.302490
	Iteration 24Q: 3 clusters Score -347673.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -347719.656250 Penalty: 2444.302490
	Iteration 25Q: 3 clusters Score -347719.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -347765.312500 Penalty: 2444.302490
	Iteration 26Q: 3 clusters Score -347765.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -347792.437500 Penalty: 2444.302490
	Iteration 27Q: 3 clusters Score -347792.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -347810.687500 Penalty: 2444.302490
	Iteration 28Q: 3 clusters Score -347810.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -347820.250000 Penalty: 2444.302490
	Iteration 29Q: 3 clusters Score -347820.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -347830.281250 Penalty: 2444.302490
	Iteration 30Q: 3 clusters Score -347830.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -347840.312500 Penalty: 2444.302490
	Iteration 31Q: 3 clusters Score -347840.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -347849.343750 Penalty: 2444.302490
	Iteration 32Q: 3 clusters Score -347849.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -347855.968750 Penalty: 2444.302490
	Iteration 33Q: 3 clusters Score -347856 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -347868.000000 Penalty: 2444.302490
	Iteration 34Q: 3 clusters Score -347868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -347877.218750 Penalty: 2444.302490
	Iteration 35Q: 3 clusters Score -347877.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -347882.000000 Penalty: 2444.302490
	Iteration 36Q: 3 clusters Score -347882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -347884.906250 Penalty: 2444.302490
	Iteration 37Q: 3 clusters Score -347884.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -347885.812500 Penalty: 2444.302490
	Iteration 38Q: 3 clusters Score -347885.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -347891.093750 Penalty: 2444.302490
	Iteration 39Q: 3 clusters Score -347891.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -347893.656250 Penalty: 2444.302490
	Iteration 40F: 3 clusters Score -347893.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -347896.531250 Penalty: 2444.302490
	Iteration 41Q: 3 clusters Score -347896.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -347900.781250 Penalty: 2444.302490
	Iteration 42Q: 3 clusters Score -347900.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -347902.750000 Penalty: 2444.302490
	Iteration 43Q: 3 clusters Score -347902.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -347904.187500 Penalty: 2444.302490
	Iteration 44Q: 3 clusters Score -347904.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -347906.500000 Penalty: 2444.302490
	Iteration 45Q: 3 clusters Score -347906.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -347908.625000 Penalty: 2444.302490
	Iteration 46Q: 3 clusters Score -347908.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -347908.812500 Penalty: 2444.302490
	Iteration 47Q: 3 clusters Score -347908.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -347909.437500 Penalty: 2444.302490
	Iteration 48Q: 3 clusters Score -347909.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -347910.437500 Penalty: 2444.302490
	Iteration 49Q: 3 clusters Score -347910.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -347910.437500 Penalty: 2444.302490
	Iteration 50F: 3 clusters Score -347910.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (18430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Entering Unmasked Estep 
Score: -1891073.125000 Penalty: 1461.474243
	Iteration 0F: 2 clusters Score -1891073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1878993.000000 Penalty: 2922.948486
	Iteration 0F: 3 clusters Score -1878993 nChanged 8005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1883234.625000 Penalty: 2922.948486
	Iteration 1F: 3 clusters Score -1883235 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1883641.375000 Penalty: 2922.948486
	Iteration 2F: 3 clusters Score -1883641 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1883944.750000 Penalty: 2922.948486
	Iteration 3Q: 3 clusters Score -1883945 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1884190.750000 Penalty: 2922.948486
	Iteration 4Q: 3 clusters Score -1884191 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1884422.750000 Penalty: 2922.948486
	Iteration 5Q: 3 clusters Score -1884423 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1884616.875000 Penalty: 2922.948486
	Iteration 6Q: 3 clusters Score -1884617 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1884815.500000 Penalty: 2922.948486
	Iteration 7Q: 3 clusters Score -1884816 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1885041.375000 Penalty: 2922.948486
	Iteration 8Q: 3 clusters Score -1885041 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1885268.375000 Penalty: 2922.948486
	Iteration 9Q: 3 clusters Score -1885268 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1885529.375000 Penalty: 2922.948486
	Iteration 10Q: 3 clusters Score -1885529 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1885831.500000 Penalty: 2922.948486
	Iteration 11Q: 3 clusters Score -1885832 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1886204.250000 Penalty: 2922.948486
	Iteration 12Q: 3 clusters Score -1886204 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1886652.875000 Penalty: 2922.948486
	Iteration 13Q: 3 clusters Score -1886653 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1887148.375000 Penalty: 2922.948486
	Iteration 14Q: 3 clusters Score -1887148 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1887641.000000 Penalty: 2922.948486
	Iteration 15Q: 3 clusters Score -1887641 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1888118.250000 Penalty: 2922.948486
	Iteration 16Q: 3 clusters Score -1888118 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1888564.625000 Penalty: 2922.948486
	Iteration 17Q: 3 clusters Score -1888565 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1888971.375000 Penalty: 2922.948486
	Iteration 18Q: 3 clusters Score -1888971 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1889248.125000 Penalty: 2922.948486
	Iteration 19Q: 3 clusters Score -1889248 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1889461.125000 Penalty: 2922.948486
	Iteration 20F: 3 clusters Score -1889461 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1889604.250000 Penalty: 2922.948486
	Iteration 21Q: 3 clusters Score -1889604 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1889709.500000 Penalty: 2922.948486
	Iteration 22Q: 3 clusters Score -1889710 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1889794.000000 Penalty: 2922.948486
	Iteration 23Q: 3 clusters Score -1889794 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1889856.125000 Penalty: 2922.948486
	Iteration 24Q: 3 clusters Score -1889856 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1889902.500000 Penalty: 2922.948486
	Iteration 25Q: 3 clusters Score -1889902 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1889930.250000 Penalty: 2922.948486
	Iteration 26Q: 3 clusters Score -1889930 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1889952.000000 Penalty: 2922.948486
	Iteration 27Q: 3 clusters Score -1889952 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1889964.000000 Penalty: 2922.948486
	Iteration 28Q: 3 clusters Score -1889964 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1889980.125000 Penalty: 2922.948486
	Iteration 29Q: 3 clusters Score -1889980 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1889993.875000 Penalty: 2922.948486
	Iteration 30Q: 3 clusters Score -1889994 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1890009.375000 Penalty: 2922.948486
	Iteration 31Q: 3 clusters Score -1890009 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1890021.125000 Penalty: 2922.948486
	Iteration 32Q: 3 clusters Score -1890021 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1890033.125000 Penalty: 2922.948486
	Iteration 33Q: 3 clusters Score -1890033 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1890042.250000 Penalty: 2922.948486
	Iteration 34Q: 3 clusters Score -1890042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1890044.125000 Penalty: 2922.948486
	Iteration 35Q: 3 clusters Score -1890044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1890048.750000 Penalty: 2922.948486
	Iteration 36Q: 3 clusters Score -1890049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1890048.000000 Penalty: 2922.948486
	Iteration 37Q: 3 clusters Score -1890048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1890050.750000 Penalty: 2922.948486
	Iteration 38Q: 3 clusters Score -1890051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1890054.500000 Penalty: 2922.948486
	Iteration 39Q: 3 clusters Score -1890054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1890056.875000 Penalty: 2922.948486
	Iteration 40F: 3 clusters Score -1890057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1890056.375000 Penalty: 2922.948486
	Iteration 41Q: 3 clusters Score -1890056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1890054.750000 Penalty: 2922.948486
	Iteration 42Q: 3 clusters Score -1890055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1890057.500000 Penalty: 2922.948486
	Iteration 43Q: 3 clusters Score -1890058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1890061.500000 Penalty: 2922.948486
	Iteration 44Q: 3 clusters Score -1890062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1890064.875000 Penalty: 2922.948486
	Iteration 45Q: 3 clusters Score -1890065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1890064.875000 Penalty: 2922.948486
	Iteration 46F: 3 clusters Score -1890065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Entering Unmasked Estep 
Score: -963184.937500 Penalty: 1372.405884
	Iteration 0F: 2 clusters Score -963184.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -956352.125000 Penalty: 2744.811768
	Iteration 0F: 3 clusters Score -956352.1 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -958612.000000 Penalty: 2744.811768
	Iteration 1F: 3 clusters Score -958612 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -958890.312500 Penalty: 2744.811768
	Iteration 2F: 3 clusters Score -958890.3 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -959103.562500 Penalty: 2744.811768
	Iteration 3F: 3 clusters Score -959103.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -959272.062500 Penalty: 2744.811768
	Iteration 4Q: 3 clusters Score -959272.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -959399.312500 Penalty: 2744.811768
	Iteration 5Q: 3 clusters Score -959399.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -959486.000000 Penalty: 2744.811768
	Iteration 6Q: 3 clusters Score -959486 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -959547.812500 Penalty: 2744.811768
	Iteration 7Q: 3 clusters Score -959547.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -959590.250000 Penalty: 2744.811768
	Iteration 8Q: 3 clusters Score -959590.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -959623.687500 Penalty: 2744.811768
	Iteration 9Q: 3 clusters Score -959623.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -959656.062500 Penalty: 2744.811768
	Iteration 10Q: 3 clusters Score -959656.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -959684.812500 Penalty: 2744.811768
	Iteration 11Q: 3 clusters Score -959684.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -959717.500000 Penalty: 2744.811768
	Iteration 12Q: 3 clusters Score -959717.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -959747.125000 Penalty: 2744.811768
	Iteration 13Q: 3 clusters Score -959747.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -959776.000000 Penalty: 2744.811768
	Iteration 14Q: 3 clusters Score -959776 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -959804.375000 Penalty: 2744.811768
	Iteration 15Q: 3 clusters Score -959804.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -959838.250000 Penalty: 2744.811768
	Iteration 16Q: 3 clusters Score -959838.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -959869.375000 Penalty: 2744.811768
	Iteration 17Q: 3 clusters Score -959869.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -959910.250000 Penalty: 2744.811768
	Iteration 18Q: 3 clusters Score -959910.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -959959.437500 Penalty: 2744.811768
	Iteration 19Q: 3 clusters Score -959959.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -960014.812500 Penalty: 2744.811768
	Iteration 20F: 3 clusters Score -960014.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -960084.625000 Penalty: 2744.811768
	Iteration 21Q: 3 clusters Score -960084.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -960154.750000 Penalty: 2744.811768
	Iteration 22Q: 3 clusters Score -960154.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -960240.812500 Penalty: 2744.811768
	Iteration 23Q: 3 clusters Score -960240.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -960332.125000 Penalty: 2744.811768
	Iteration 24Q: 3 clusters Score -960332.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -960434.812500 Penalty: 2744.811768
	Iteration 25Q: 3 clusters Score -960434.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -960547.125000 Penalty: 2744.811768
	Iteration 26Q: 3 clusters Score -960547.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -960679.812500 Penalty: 2744.811768
	Iteration 27Q: 3 clusters Score -960679.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -960822.937500 Penalty: 2744.811768
	Iteration 28Q: 3 clusters Score -960822.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -961003.625000 Penalty: 2744.811768
	Iteration 29Q: 3 clusters Score -961003.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -961200.062500 Penalty: 2744.811768
	Iteration 30Q: 3 clusters Score -961200.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -961389.000000 Penalty: 2744.811768
	Iteration 31Q: 3 clusters Score -961389 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -961576.750000 Penalty: 2744.811768
	Iteration 32Q: 3 clusters Score -961576.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -961736.937500 Penalty: 2744.811768
	Iteration 33Q: 3 clusters Score -961736.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -961849.187500 Penalty: 2744.811768
	Iteration 34Q: 3 clusters Score -961849.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -961937.000000 Penalty: 2744.811768
	Iteration 35Q: 3 clusters Score -961937 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -961994.937500 Penalty: 2744.811768
	Iteration 36Q: 3 clusters Score -961994.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -962044.937500 Penalty: 2744.811768
	Iteration 37Q: 3 clusters Score -962044.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -962078.812500 Penalty: 2744.811768
	Iteration 38Q: 3 clusters Score -962078.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -962102.500000 Penalty: 2744.811768
	Iteration 39Q: 3 clusters Score -962102.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -962115.625000 Penalty: 2744.811768
	Iteration 40F: 3 clusters Score -962115.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -962126.937500 Penalty: 2744.811768
	Iteration 41Q: 3 clusters Score -962126.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -962137.812500 Penalty: 2744.811768
	Iteration 42Q: 3 clusters Score -962137.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -962148.687500 Penalty: 2744.811768
	Iteration 43Q: 3 clusters Score -962148.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -962155.812500 Penalty: 2744.811768
	Iteration 44Q: 3 clusters Score -962155.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -962161.000000 Penalty: 2744.811768
	Iteration 45Q: 3 clusters Score -962161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -962163.250000 Penalty: 2744.811768
	Iteration 46Q: 3 clusters Score -962163.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -962167.250000 Penalty: 2744.811768
	Iteration 47Q: 3 clusters Score -962167.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -962167.562500 Penalty: 2744.811768
	Iteration 48Q: 3 clusters Score -962167.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -962169.250000 Penalty: 2744.811768
	Iteration 49Q: 3 clusters Score -962169.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -962174.187500 Penalty: 2744.811768
	Iteration 50Q: 3 clusters Score -962174.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -962176.312500 Penalty: 2744.811768
	Iteration 51Q: 3 clusters Score -962176.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -962178.500000 Penalty: 2744.811768
	Iteration 52Q: 3 clusters Score -962178.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -962178.375000 Penalty: 2744.811768
	Iteration 53Q: 3 clusters Score -962178.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -962180.812500 Penalty: 2744.811768
	Iteration 54Q: 3 clusters Score -962180.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -962181.875000 Penalty: 2744.811768
	Iteration 55Q: 3 clusters Score -962181.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -962182.687500 Penalty: 2744.811768
	Iteration 56Q: 3 clusters Score -962182.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -962182.687500 Penalty: 2744.811768
	Iteration 57F: 3 clusters Score -962182.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (15024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Entering Unmasked Estep 
Score: -1504480.125000 Penalty: 1431.069702
	Iteration 0F: 2 clusters Score -1504480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1494539.125000 Penalty: 2862.139404
	Iteration 0F: 3 clusters Score -1494539 nChanged 6491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1498256.750000 Penalty: 2862.139404
	Iteration 1F: 3 clusters Score -1498257 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1498713.875000 Penalty: 2862.139404
	Iteration 2F: 3 clusters Score -1498714 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1499148.750000 Penalty: 2862.139404
	Iteration 3F: 3 clusters Score -1499149 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1499627.000000 Penalty: 2862.139404
	Iteration 4F: 3 clusters Score -1499627 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1500126.750000 Penalty: 2862.139404
	Iteration 5F: 3 clusters Score -1500127 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1500693.375000 Penalty: 2862.139404
	Iteration 6F: 3 clusters Score -1500693 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1501268.500000 Penalty: 2862.139404
	Iteration 7F: 3 clusters Score -1501268 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1501825.875000 Penalty: 2862.139404
	Iteration 8Q: 3 clusters Score -1501826 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1502328.500000 Penalty: 2862.139404
	Iteration 9Q: 3 clusters Score -1502328 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1502714.500000 Penalty: 2862.139404
	Iteration 10Q: 3 clusters Score -1502714 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -1502993.500000 Penalty: 2862.139404
	Iteration 11Q: 3 clusters Score -1502994 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -1503195.250000 Penalty: 2862.139404
	Iteration 12Q: 3 clusters Score -1503195 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -1503358.625000 Penalty: 2862.139404
	Iteration 13Q: 3 clusters Score -1503359 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1503507.875000 Penalty: 2862.139404
	Iteration 14Q: 3 clusters Score -1503508 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -1503612.375000 Penalty: 2862.139404
	Iteration 15Q: 3 clusters Score -1503612 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -1503686.625000 Penalty: 2862.139404
	Iteration 16Q: 3 clusters Score -1503687 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -1503740.625000 Penalty: 2862.139404
	Iteration 17Q: 3 clusters Score -1503741 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -1503784.625000 Penalty: 2862.139404
	Iteration 18Q: 3 clusters Score -1503785 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -1503815.750000 Penalty: 2862.139404
	Iteration 19Q: 3 clusters Score -1503816 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -1503853.000000 Penalty: 2862.139404
	Iteration 20F: 3 clusters Score -1503853 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -1503877.625000 Penalty: 2862.139404
	Iteration 21Q: 3 clusters Score -1503878 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -1503889.000000 Penalty: 2862.139404
	Iteration 22Q: 3 clusters Score -1503889 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -1503899.125000 Penalty: 2862.139404
	Iteration 23Q: 3 clusters Score -1503899 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -1503903.250000 Penalty: 2862.139404
	Iteration 24Q: 3 clusters Score -1503903 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -1503905.000000 Penalty: 2862.139404
	Iteration 25Q: 3 clusters Score -1503905 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -1503918.375000 Penalty: 2862.139404
	Iteration 26Q: 3 clusters Score -1503918 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -1503927.250000 Penalty: 2862.139404
	Iteration 27Q: 3 clusters Score -1503927 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -1503936.250000 Penalty: 2862.139404
	Iteration 28Q: 3 clusters Score -1503936 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -1503943.125000 Penalty: 2862.139404
	Iteration 29Q: 3 clusters Score -1503943 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -1503952.750000 Penalty: 2862.139404
	Iteration 30Q: 3 clusters Score -1503953 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -1503963.625000 Penalty: 2862.139404
	Iteration 31Q: 3 clusters Score -1503964 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -1503962.750000 Penalty: 2862.139404
	Iteration 32Q: 3 clusters Score -1503963 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -1503968.625000 Penalty: 2862.139404
	Iteration 33Q: 3 clusters Score -1503969 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -1503975.625000 Penalty: 2862.139404
	Iteration 34Q: 3 clusters Score -1503976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -1503977.250000 Penalty: 2862.139404
	Iteration 35Q: 3 clusters Score -1503977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -1503977.000000 Penalty: 2862.139404
	Iteration 36Q: 3 clusters Score -1503977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -1503977.750000 Penalty: 2862.139404
	Iteration 37Q: 3 clusters Score -1503978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -1503980.375000 Penalty: 2862.139404
	Iteration 38Q: 3 clusters Score -1503980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -1503980.250000 Penalty: 2862.139404
	Iteration 39Q: 3 clusters Score -1503980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -1503982.250000 Penalty: 2862.139404
	Iteration 40F: 3 clusters Score -1503982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -1503981.625000 Penalty: 2862.139404
	Iteration 41Q: 3 clusters Score -1503982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -1503983.625000 Penalty: 2862.139404
	Iteration 42Q: 3 clusters Score -1503984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -1503985.000000 Penalty: 2862.139404
	Iteration 43Q: 3 clusters Score -1503985 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -1503990.250000 Penalty: 2862.139404
	Iteration 44Q: 3 clusters Score -1503990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -1503992.750000 Penalty: 2862.139404
	Iteration 45Q: 3 clusters Score -1503993 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -1503996.625000 Penalty: 2862.139404
	Iteration 46Q: 3 clusters Score -1503997 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -1504001.875000 Penalty: 2862.139404
	Iteration 47Q: 3 clusters Score -1504002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -1504006.250000 Penalty: 2862.139404
	Iteration 48Q: 3 clusters Score -1504006 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -1504014.250000 Penalty: 2862.139404
	Iteration 49Q: 3 clusters Score -1504014 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -1504021.500000 Penalty: 2862.139404
	Iteration 50Q: 3 clusters Score -1504022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -1504026.000000 Penalty: 2862.139404
	Iteration 51Q: 3 clusters Score -1504026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -1504028.625000 Penalty: 2862.139404
	Iteration 52Q: 3 clusters Score -1504029 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -1504031.000000 Penalty: 2862.139404
	Iteration 53Q: 3 clusters Score -1504031 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -1504035.000000 Penalty: 2862.139404
	Iteration 54Q: 3 clusters Score -1504035 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -1504037.125000 Penalty: 2862.139404
	Iteration 55Q: 3 clusters Score -1504037 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -1504045.000000 Penalty: 2862.139404
	Iteration 56Q: 3 clusters Score -1504045 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -1504046.375000 Penalty: 2862.139404
	Iteration 57Q: 3 clusters Score -1504046 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -1504052.750000 Penalty: 2862.139404
	Iteration 58Q: 3 clusters Score -1504053 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -1504058.250000 Penalty: 2862.139404
	Iteration 59Q: 3 clusters Score -1504058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -1504067.875000 Penalty: 2862.139404
	Iteration 60F: 3 clusters Score -1504068 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -1504072.875000 Penalty: 2862.139404
	Iteration 61Q: 3 clusters Score -1504073 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -1504078.000000 Penalty: 2862.139404
	Iteration 62Q: 3 clusters Score -1504078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -1504083.500000 Penalty: 2862.139404
	Iteration 63Q: 3 clusters Score -1504084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -1504084.250000 Penalty: 2862.139404
	Iteration 64Q: 3 clusters Score -1504084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -1504088.125000 Penalty: 2862.139404
	Iteration 65Q: 3 clusters Score -1504088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -1504090.125000 Penalty: 2862.139404
	Iteration 66Q: 3 clusters Score -1504090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -1504091.750000 Penalty: 2862.139404
	Iteration 67Q: 3 clusters Score -1504092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -1504097.750000 Penalty: 2862.139404
	Iteration 68Q: 3 clusters Score -1504098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -1504098.125000 Penalty: 2862.139404
	Iteration 69Q: 3 clusters Score -1504098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -1504095.375000 Penalty: 2862.139404
	Iteration 70Q: 3 clusters Score -1504095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -1504099.750000 Penalty: 2862.139404
	Iteration 71Q: 3 clusters Score -1504100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -1504098.750000 Penalty: 2862.139404
	Iteration 72Q: 3 clusters Score -1504099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -1504101.500000 Penalty: 2862.139404
	Iteration 73Q: 3 clusters Score -1504102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -1504101.750000 Penalty: 2862.139404
	Iteration 74Q: 3 clusters Score -1504102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -1504105.625000 Penalty: 2862.139404
	Iteration 75Q: 3 clusters Score -1504106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -1504103.375000 Penalty: 2862.139404
	Iteration 76Q: 3 clusters Score -1504103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -1504101.875000 Penalty: 2862.139404
	Iteration 77Q: 3 clusters Score -1504102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -1504101.875000 Penalty: 2862.139404
	Iteration 78F: 3 clusters Score -1504102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (16104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Entering Unmasked Estep 
Score: -1690704.125000 Penalty: 1441.399292
	Iteration 0F: 2 clusters Score -1690704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1680107.375000 Penalty: 2882.798584
	Iteration 0F: 3 clusters Score -1680107 nChanged 6964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1683798.125000 Penalty: 2882.798584
	Iteration 1F: 3 clusters Score -1683798 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1684163.750000 Penalty: 2882.798584
	Iteration 2F: 3 clusters Score -1684164 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1684455.125000 Penalty: 2882.798584
	Iteration 3Q: 3 clusters Score -1684455 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1684688.125000 Penalty: 2882.798584
	Iteration 4Q: 3 clusters Score -1684688 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1684873.750000 Penalty: 2882.798584
	Iteration 5Q: 3 clusters Score -1684874 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1685039.875000 Penalty: 2882.798584
	Iteration 6Q: 3 clusters Score -1685040 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1685198.000000 Penalty: 2882.798584
	Iteration 7Q: 3 clusters Score -1685198 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1685394.875000 Penalty: 2882.798584
	Iteration 8Q: 3 clusters Score -1685395 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1685646.375000 Penalty: 2882.798584
	Iteration 9Q: 3 clusters Score -1685646 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1685945.750000 Penalty: 2882.798584
	Iteration 10Q: 3 clusters Score -1685946 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1686342.000000 Penalty: 2882.798584
	Iteration 11Q: 3 clusters Score -1686342 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1686849.875000 Penalty: 2882.798584
	Iteration 12Q: 3 clusters Score -1686850 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1687424.750000 Penalty: 2882.798584
	Iteration 13F: 3 clusters Score -1687425 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1688043.750000 Penalty: 2882.798584
	Iteration 14Q: 3 clusters Score -1688044 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1688563.875000 Penalty: 2882.798584
	Iteration 15Q: 3 clusters Score -1688564 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1688937.750000 Penalty: 2882.798584
	Iteration 16Q: 3 clusters Score -1688938 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1689163.250000 Penalty: 2882.798584
	Iteration 17Q: 3 clusters Score -1689163 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1689295.000000 Penalty: 2882.798584
	Iteration 18Q: 3 clusters Score -1689295 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1689389.625000 Penalty: 2882.798584
	Iteration 19Q: 3 clusters Score -1689390 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1689447.625000 Penalty: 2882.798584
	Iteration 20F: 3 clusters Score -1689448 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1689483.250000 Penalty: 2882.798584
	Iteration 21Q: 3 clusters Score -1689483 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1689509.000000 Penalty: 2882.798584
	Iteration 22Q: 3 clusters Score -1689509 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1689531.375000 Penalty: 2882.798584
	Iteration 23Q: 3 clusters Score -1689531 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1689542.000000 Penalty: 2882.798584
	Iteration 24Q: 3 clusters Score -1689542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1689553.875000 Penalty: 2882.798584
	Iteration 25Q: 3 clusters Score -1689554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1689556.500000 Penalty: 2882.798584
	Iteration 26Q: 3 clusters Score -1689556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1689571.250000 Penalty: 2882.798584
	Iteration 27Q: 3 clusters Score -1689571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1689581.250000 Penalty: 2882.798584
	Iteration 28Q: 3 clusters Score -1689581 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1689589.875000 Penalty: 2882.798584
	Iteration 29Q: 3 clusters Score -1689590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1689596.750000 Penalty: 2882.798584
	Iteration 30Q: 3 clusters Score -1689597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1689598.875000 Penalty: 2882.798584
	Iteration 31Q: 3 clusters Score -1689599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1689599.750000 Penalty: 2882.798584
	Iteration 32Q: 3 clusters Score -1689600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1689598.750000 Penalty: 2882.798584
	Iteration 33Q: 3 clusters Score -1689599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1689599.250000 Penalty: 2882.798584
	Iteration 34Q: 3 clusters Score -1689599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1689599.250000 Penalty: 2882.798584
	Iteration 35F: 3 clusters Score -1689599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Entering Unmasked Estep 
Score: -974408.562500 Penalty: 1361.260010
	Iteration 0F: 2 clusters Score -974408.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -968011.562500 Penalty: 2722.520020
	Iteration 0F: 3 clusters Score -968011.6 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -970142.000000 Penalty: 2722.520020
	Iteration 1F: 3 clusters Score -970142 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -970403.312500 Penalty: 2722.520020
	Iteration 2F: 3 clusters Score -970403.3 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -970582.875000 Penalty: 2722.520020
	Iteration 3Q: 3 clusters Score -970582.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -970716.437500 Penalty: 2722.520020
	Iteration 4Q: 3 clusters Score -970716.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -970825.000000 Penalty: 2722.520020
	Iteration 5Q: 3 clusters Score -970825 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -970918.750000 Penalty: 2722.520020
	Iteration 6Q: 3 clusters Score -970918.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -971012.250000 Penalty: 2722.520020
	Iteration 7Q: 3 clusters Score -971012.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -971110.125000 Penalty: 2722.520020
	Iteration 8Q: 3 clusters Score -971110.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -971203.187500 Penalty: 2722.520020
	Iteration 9Q: 3 clusters Score -971203.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -971321.187500 Penalty: 2722.520020
	Iteration 10Q: 3 clusters Score -971321.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -971467.812500 Penalty: 2722.520020
	Iteration 11Q: 3 clusters Score -971467.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -971626.375000 Penalty: 2722.520020
	Iteration 12Q: 3 clusters Score -971626.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -971806.875000 Penalty: 2722.520020
	Iteration 13Q: 3 clusters Score -971806.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -972003.812500 Penalty: 2722.520020
	Iteration 14Q: 3 clusters Score -972003.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -972214.000000 Penalty: 2722.520020
	Iteration 15Q: 3 clusters Score -972214 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -972448.937500 Penalty: 2722.520020
	Iteration 16Q: 3 clusters Score -972448.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -972660.500000 Penalty: 2722.520020
	Iteration 17Q: 3 clusters Score -972660.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -972853.625000 Penalty: 2722.520020
	Iteration 18Q: 3 clusters Score -972853.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -973021.750000 Penalty: 2722.520020
	Iteration 19Q: 3 clusters Score -973021.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -973157.687500 Penalty: 2722.520020
	Iteration 20F: 3 clusters Score -973157.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -973249.500000 Penalty: 2722.520020
	Iteration 21Q: 3 clusters Score -973249.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -973324.312500 Penalty: 2722.520020
	Iteration 22Q: 3 clusters Score -973324.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -973374.875000 Penalty: 2722.520020
	Iteration 23Q: 3 clusters Score -973374.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -973396.625000 Penalty: 2722.520020
	Iteration 24Q: 3 clusters Score -973396.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -973409.500000 Penalty: 2722.520020
	Iteration 25Q: 3 clusters Score -973409.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -973418.562500 Penalty: 2722.520020
	Iteration 26Q: 3 clusters Score -973418.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -973426.375000 Penalty: 2722.520020
	Iteration 27Q: 3 clusters Score -973426.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -973434.500000 Penalty: 2722.520020
	Iteration 28Q: 3 clusters Score -973434.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -973444.875000 Penalty: 2722.520020
	Iteration 29Q: 3 clusters Score -973444.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -973450.312500 Penalty: 2722.520020
	Iteration 30Q: 3 clusters Score -973450.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -973454.250000 Penalty: 2722.520020
	Iteration 31Q: 3 clusters Score -973454.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -973455.312500 Penalty: 2722.520020
	Iteration 32Q: 3 clusters Score -973455.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -973455.625000 Penalty: 2722.520020
	Iteration 33Q: 3 clusters Score -973455.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -973455.625000 Penalty: 2722.520020
	Iteration 34F: 3 clusters Score -973455.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (106034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106034 members 
Entering Unmasked Estep 
Score: -10731702.000000 Penalty: 1721.841431
	Iteration 0F: 2 clusters Score -1.07317e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52954 members 
Mstep: Class 2 contains 53080 members 
Entering Unmasked Estep 
Score: -10661835.000000 Penalty: 3443.682861
	Iteration 0F: 3 clusters Score -1.066184e+07 nChanged 50231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51557 members 
Mstep: Class 2 contains 54477 members 
Entering Unmasked Estep 
Score: -10690879.000000 Penalty: 3443.682861
	Iteration 1F: 3 clusters Score -1.069088e+07 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50195 members 
Mstep: Class 2 contains 55839 members 
Entering Unmasked Estep 
Score: -10692312.000000 Penalty: 3443.682861
	Iteration 2Q: 3 clusters Score -1.069231e+07 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48201 members 
Mstep: Class 2 contains 57833 members 
Entering Unmasked Estep 
Score: -10694094.000000 Penalty: 3443.682861
	Iteration 3Q: 3 clusters Score -1.069409e+07 nChanged 5454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45425 members 
Mstep: Class 2 contains 60609 members 
Entering Unmasked Estep 
Score: -10696451.000000 Penalty: 3443.682861
	Iteration 4F: 3 clusters Score -1.069645e+07 nChanged 6040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41825 members 
Mstep: Class 2 contains 64209 members 
Entering Unmasked Estep 
Score: -10699473.000000 Penalty: 3443.682861
	Iteration 5F: 3 clusters Score -1.069947e+07 nChanged 6581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37542 members 
Mstep: Class 2 contains 68492 members 
Entering Unmasked Estep 
Score: -10703254.000000 Penalty: 3443.682861
	Iteration 6F: 3 clusters Score -1.070325e+07 nChanged 6577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32691 members 
Mstep: Class 2 contains 73343 members 
Entering Unmasked Estep 
Score: -10707064.000000 Penalty: 3443.682861
	Iteration 7F: 3 clusters Score -1.070706e+07 nChanged 6229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27542 members 
Mstep: Class 2 contains 78492 members 
Entering Unmasked Estep 
Score: -10710945.000000 Penalty: 3443.682861
	Iteration 8F: 3 clusters Score -1.071094e+07 nChanged 5594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 83658 members 
Entering Unmasked Estep 
Score: -10714680.000000 Penalty: 3443.682861
	Iteration 9F: 3 clusters Score -1.071468e+07 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 88492 members 
Entering Unmasked Estep 
Score: -10718230.000000 Penalty: 3443.682861
	Iteration 10Q: 3 clusters Score -1.071823e+07 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 92902 members 
Entering Unmasked Estep 
Score: -10721531.000000 Penalty: 3443.682861
	Iteration 11Q: 3 clusters Score -1.072153e+07 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 96658 members 
Entering Unmasked Estep 
Score: -10724242.000000 Penalty: 3443.682861
	Iteration 12Q: 3 clusters Score -1.072424e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 99646 members 
Entering Unmasked Estep 
Score: -10726493.000000 Penalty: 3443.682861
	Iteration 13Q: 3 clusters Score -1.072649e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 101825 members 
Entering Unmasked Estep 
Score: -10728002.000000 Penalty: 3443.682861
	Iteration 14Q: 3 clusters Score -1.0728e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 103230 members 
Entering Unmasked Estep 
Score: -10728991.000000 Penalty: 3443.682861
	Iteration 15Q: 3 clusters Score -1.072899e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 104059 members 
Entering Unmasked Estep 
Score: -10729544.000000 Penalty: 3443.682861
	Iteration 16Q: 3 clusters Score -1.072954e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 104513 members 
Entering Unmasked Estep 
Score: -10729826.000000 Penalty: 3443.682861
	Iteration 17Q: 3 clusters Score -1.072983e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 104783 members 
Entering Unmasked Estep 
Score: -10730006.000000 Penalty: 3443.682861
	Iteration 18Q: 3 clusters Score -1.073001e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 104930 members 
Entering Unmasked Estep 
Score: -10730104.000000 Penalty: 3443.682861
	Iteration 19Q: 3 clusters Score -1.07301e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 105016 members 
Entering Unmasked Estep 
Score: -10730159.000000 Penalty: 3443.682861
	Iteration 20F: 3 clusters Score -1.073016e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 105079 members 
Entering Unmasked Estep 
Score: -10730202.000000 Penalty: 3443.682861
	Iteration 21Q: 3 clusters Score -1.07302e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 105134 members 
Entering Unmasked Estep 
Score: -10730251.000000 Penalty: 3443.682861
	Iteration 22Q: 3 clusters Score -1.073025e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 105172 members 
Entering Unmasked Estep 
Score: -10730302.000000 Penalty: 3443.682861
	Iteration 23Q: 3 clusters Score -1.07303e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 105193 members 
Entering Unmasked Estep 
Score: -10730304.000000 Penalty: 3443.682861
	Iteration 24Q: 3 clusters Score -1.07303e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 105216 members 
Entering Unmasked Estep 
Score: -10730327.000000 Penalty: 3443.682861
	Iteration 25Q: 3 clusters Score -1.073033e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 105236 members 
Entering Unmasked Estep 
Score: -10730336.000000 Penalty: 3443.682861
	Iteration 26Q: 3 clusters Score -1.073034e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 105249 members 
Entering Unmasked Estep 
Score: -10730342.000000 Penalty: 3443.682861
	Iteration 27Q: 3 clusters Score -1.073034e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 105254 members 
Entering Unmasked Estep 
Score: -10730351.000000 Penalty: 3443.682861
	Iteration 28Q: 3 clusters Score -1.073035e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 105262 members 
Entering Unmasked Estep 
Score: -10730359.000000 Penalty: 3443.682861
	Iteration 29Q: 3 clusters Score -1.073036e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 105271 members 
Entering Unmasked Estep 
Score: -10730364.000000 Penalty: 3443.682861
	Iteration 30Q: 3 clusters Score -1.073036e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 105277 members 
Entering Unmasked Estep 
Score: -10730389.000000 Penalty: 3443.682861
	Iteration 31Q: 3 clusters Score -1.073039e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 105284 members 
Entering Unmasked Estep 
Score: -10730393.000000 Penalty: 3443.682861
	Iteration 32Q: 3 clusters Score -1.073039e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 105292 members 
Entering Unmasked Estep 
Score: -10730396.000000 Penalty: 3443.682861
	Iteration 33Q: 3 clusters Score -1.07304e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 105299 members 
Entering Unmasked Estep 
Score: -10730411.000000 Penalty: 3443.682861
	Iteration 34Q: 3 clusters Score -1.073041e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 105307 members 
Entering Unmasked Estep 
Score: -10730423.000000 Penalty: 3443.682861
	Iteration 35Q: 3 clusters Score -1.073042e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 105316 members 
Entering Unmasked Estep 
Score: -10730436.000000 Penalty: 3443.682861
	Iteration 36Q: 3 clusters Score -1.073044e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 105320 members 
Entering Unmasked Estep 
Score: -10730434.000000 Penalty: 3443.682861
	Iteration 37Q: 3 clusters Score -1.073043e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 105322 members 
Entering Unmasked Estep 
Score: -10730439.000000 Penalty: 3443.682861
	Iteration 38Q: 3 clusters Score -1.073044e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 105320 members 
Entering Unmasked Estep 
Score: -10730431.000000 Penalty: 3443.682861
	Iteration 39Q: 3 clusters Score -1.073043e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 105325 members 
Entering Unmasked Estep 
Score: -10730437.000000 Penalty: 3443.682861
	Iteration 40F: 3 clusters Score -1.073044e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 105331 members 
Entering Unmasked Estep 
Score: -10730435.000000 Penalty: 3443.682861
	Iteration 41Q: 3 clusters Score -1.073044e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 105339 members 
Entering Unmasked Estep 
Score: -10730439.000000 Penalty: 3443.682861
	Iteration 42Q: 3 clusters Score -1.073044e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 105339 members 
Entering Unmasked Estep 
Score: -10730440.000000 Penalty: 3443.682861
	Iteration 43Q: 3 clusters Score -1.073044e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 105339 members 
Entering Unmasked Estep 
Score: -10730435.000000 Penalty: 3443.682861
	Iteration 44Q: 3 clusters Score -1.073044e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 105338 members 
Entering Unmasked Estep 
Score: -10730445.000000 Penalty: 3443.682861
	Iteration 45Q: 3 clusters Score -1.073044e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 105340 members 
Entering Unmasked Estep 
Score: -10730449.000000 Penalty: 3443.682861
	Iteration 46Q: 3 clusters Score -1.073045e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 105341 members 
Entering Unmasked Estep 
Score: -10730458.000000 Penalty: 3443.682861
	Iteration 47Q: 3 clusters Score -1.073046e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 105341 members 
Entering Unmasked Estep 
Score: -10730460.000000 Penalty: 3443.682861
	Iteration 48Q: 3 clusters Score -1.073046e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 105343 members 
Entering Unmasked Estep 
Score: -10730463.000000 Penalty: 3443.682861
	Iteration 49Q: 3 clusters Score -1.073046e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 105344 members 
Entering Unmasked Estep 
Score: -10730463.000000 Penalty: 3443.682861
	Iteration 50Q: 3 clusters Score -1.073046e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 105345 members 
Entering Unmasked Estep 
Score: -10730462.000000 Penalty: 3443.682861
	Iteration 51Q: 3 clusters Score -1.073046e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 105345 members 
Entering Unmasked Estep 
Score: -10730462.000000 Penalty: 3443.682861
	Iteration 52F: 3 clusters Score -1.073046e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (17955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Entering Unmasked Estep 
Score: -1872562.375000 Penalty: 1457.588867
	Iteration 0F: 2 clusters Score -1872562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1860711.000000 Penalty: 2915.177734
	Iteration 0F: 3 clusters Score -1860711 nChanged 7897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1864926.750000 Penalty: 2915.177734
	Iteration 1F: 3 clusters Score -1864927 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1865356.375000 Penalty: 2915.177734
	Iteration 2F: 3 clusters Score -1865356 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1865725.000000 Penalty: 2915.177734
	Iteration 3F: 3 clusters Score -1865725 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1866087.875000 Penalty: 2915.177734
	Iteration 4Q: 3 clusters Score -1866088 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1866463.250000 Penalty: 2915.177734
	Iteration 5Q: 3 clusters Score -1866463 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1866871.625000 Penalty: 2915.177734
	Iteration 6Q: 3 clusters Score -1866872 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1867329.375000 Penalty: 2915.177734
	Iteration 7Q: 3 clusters Score -1867329 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1867849.000000 Penalty: 2915.177734
	Iteration 8Q: 3 clusters Score -1867849 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1868373.375000 Penalty: 2915.177734
	Iteration 9Q: 3 clusters Score -1868373 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1868856.000000 Penalty: 2915.177734
	Iteration 10Q: 3 clusters Score -1868856 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1869265.875000 Penalty: 2915.177734
	Iteration 11Q: 3 clusters Score -1869266 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1869646.875000 Penalty: 2915.177734
	Iteration 12Q: 3 clusters Score -1869647 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1869950.250000 Penalty: 2915.177734
	Iteration 13Q: 3 clusters Score -1869950 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1870226.125000 Penalty: 2915.177734
	Iteration 14Q: 3 clusters Score -1870226 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1870483.625000 Penalty: 2915.177734
	Iteration 15Q: 3 clusters Score -1870484 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1870665.500000 Penalty: 2915.177734
	Iteration 16Q: 3 clusters Score -1870666 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1870815.500000 Penalty: 2915.177734
	Iteration 17Q: 3 clusters Score -1870816 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1870930.250000 Penalty: 2915.177734
	Iteration 18Q: 3 clusters Score -1870930 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1871013.625000 Penalty: 2915.177734
	Iteration 19Q: 3 clusters Score -1871014 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1871082.750000 Penalty: 2915.177734
	Iteration 20F: 3 clusters Score -1871083 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1871152.625000 Penalty: 2915.177734
	Iteration 21Q: 3 clusters Score -1871153 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1871197.250000 Penalty: 2915.177734
	Iteration 22Q: 3 clusters Score -1871197 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1871239.250000 Penalty: 2915.177734
	Iteration 23Q: 3 clusters Score -1871239 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1871265.875000 Penalty: 2915.177734
	Iteration 24Q: 3 clusters Score -1871266 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1871281.250000 Penalty: 2915.177734
	Iteration 25Q: 3 clusters Score -1871281 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1871301.250000 Penalty: 2915.177734
	Iteration 26Q: 3 clusters Score -1871301 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1871322.375000 Penalty: 2915.177734
	Iteration 27Q: 3 clusters Score -1871322 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1871332.125000 Penalty: 2915.177734
	Iteration 28Q: 3 clusters Score -1871332 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1871340.000000 Penalty: 2915.177734
	Iteration 29Q: 3 clusters Score -1871340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1871352.375000 Penalty: 2915.177734
	Iteration 30Q: 3 clusters Score -1871352 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1871358.000000 Penalty: 2915.177734
	Iteration 31Q: 3 clusters Score -1871358 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1871367.500000 Penalty: 2915.177734
	Iteration 32Q: 3 clusters Score -1871368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1871370.875000 Penalty: 2915.177734
	Iteration 33Q: 3 clusters Score -1871371 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1871375.000000 Penalty: 2915.177734
	Iteration 34Q: 3 clusters Score -1871375 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1871379.500000 Penalty: 2915.177734
	Iteration 35Q: 3 clusters Score -1871380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1871384.625000 Penalty: 2915.177734
	Iteration 36Q: 3 clusters Score -1871385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1871388.000000 Penalty: 2915.177734
	Iteration 37Q: 3 clusters Score -1871388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1871392.625000 Penalty: 2915.177734
	Iteration 38Q: 3 clusters Score -1871393 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1871395.000000 Penalty: 2915.177734
	Iteration 39Q: 3 clusters Score -1871395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1871396.500000 Penalty: 2915.177734
	Iteration 40F: 3 clusters Score -1871396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1871395.250000 Penalty: 2915.177734
	Iteration 41Q: 3 clusters Score -1871395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1871396.750000 Penalty: 2915.177734
	Iteration 42Q: 3 clusters Score -1871397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1871398.000000 Penalty: 2915.177734
	Iteration 43Q: 3 clusters Score -1871398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1871402.125000 Penalty: 2915.177734
	Iteration 44Q: 3 clusters Score -1871402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1871401.750000 Penalty: 2915.177734
	Iteration 45Q: 3 clusters Score -1871402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1871401.750000 Penalty: 2915.177734
	Iteration 46F: 3 clusters Score -1871402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Entering Unmasked Estep 
Score: -896403.562500 Penalty: 1352.706299
	Iteration 0F: 2 clusters Score -896403.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -890349.750000 Penalty: 2705.412598
	Iteration 0F: 3 clusters Score -890349.8 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -892355.937500 Penalty: 2705.412598
	Iteration 1F: 3 clusters Score -892355.9 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -892647.750000 Penalty: 2705.412598
	Iteration 2F: 3 clusters Score -892647.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -892828.937500 Penalty: 2705.412598
	Iteration 3Q: 3 clusters Score -892828.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -892969.687500 Penalty: 2705.412598
	Iteration 4Q: 3 clusters Score -892969.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -893077.687500 Penalty: 2705.412598
	Iteration 5Q: 3 clusters Score -893077.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -893189.125000 Penalty: 2705.412598
	Iteration 6Q: 3 clusters Score -893189.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -893328.437500 Penalty: 2705.412598
	Iteration 7Q: 3 clusters Score -893328.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -893463.125000 Penalty: 2705.412598
	Iteration 8Q: 3 clusters Score -893463.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -893591.000000 Penalty: 2705.412598
	Iteration 9Q: 3 clusters Score -893591 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -893717.750000 Penalty: 2705.412598
	Iteration 10Q: 3 clusters Score -893717.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -893841.375000 Penalty: 2705.412598
	Iteration 11Q: 3 clusters Score -893841.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -893954.375000 Penalty: 2705.412598
	Iteration 12Q: 3 clusters Score -893954.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -894073.312500 Penalty: 2705.412598
	Iteration 13Q: 3 clusters Score -894073.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -894170.187500 Penalty: 2705.412598
	Iteration 14Q: 3 clusters Score -894170.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -894244.812500 Penalty: 2705.412598
	Iteration 15Q: 3 clusters Score -894244.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -894323.750000 Penalty: 2705.412598
	Iteration 16Q: 3 clusters Score -894323.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -894400.375000 Penalty: 2705.412598
	Iteration 17Q: 3 clusters Score -894400.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -894457.750000 Penalty: 2705.412598
	Iteration 18Q: 3 clusters Score -894457.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -894527.812500 Penalty: 2705.412598
	Iteration 19Q: 3 clusters Score -894527.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -894585.750000 Penalty: 2705.412598
	Iteration 20F: 3 clusters Score -894585.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -894652.875000 Penalty: 2705.412598
	Iteration 21Q: 3 clusters Score -894652.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -894715.000000 Penalty: 2705.412598
	Iteration 22Q: 3 clusters Score -894715 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -894768.125000 Penalty: 2705.412598
	Iteration 23Q: 3 clusters Score -894768.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -894820.500000 Penalty: 2705.412598
	Iteration 24Q: 3 clusters Score -894820.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -894864.750000 Penalty: 2705.412598
	Iteration 25Q: 3 clusters Score -894864.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -894893.187500 Penalty: 2705.412598
	Iteration 26Q: 3 clusters Score -894893.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -894928.937500 Penalty: 2705.412598
	Iteration 27Q: 3 clusters Score -894928.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -894959.000000 Penalty: 2705.412598
	Iteration 28Q: 3 clusters Score -894959 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -894986.312500 Penalty: 2705.412598
	Iteration 29Q: 3 clusters Score -894986.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -895006.562500 Penalty: 2705.412598
	Iteration 30Q: 3 clusters Score -895006.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -895030.875000 Penalty: 2705.412598
	Iteration 31Q: 3 clusters Score -895030.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -895059.937500 Penalty: 2705.412598
	Iteration 32Q: 3 clusters Score -895059.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -895090.375000 Penalty: 2705.412598
	Iteration 33Q: 3 clusters Score -895090.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -895113.000000 Penalty: 2705.412598
	Iteration 34Q: 3 clusters Score -895113 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -895129.187500 Penalty: 2705.412598
	Iteration 35Q: 3 clusters Score -895129.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -895149.312500 Penalty: 2705.412598
	Iteration 36Q: 3 clusters Score -895149.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -895170.250000 Penalty: 2705.412598
	Iteration 37Q: 3 clusters Score -895170.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -895187.625000 Penalty: 2705.412598
	Iteration 38Q: 3 clusters Score -895187.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -895205.750000 Penalty: 2705.412598
	Iteration 39Q: 3 clusters Score -895205.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -895218.562500 Penalty: 2705.412598
	Iteration 40F: 3 clusters Score -895218.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -895234.187500 Penalty: 2705.412598
	Iteration 41Q: 3 clusters Score -895234.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -895246.187500 Penalty: 2705.412598
	Iteration 42Q: 3 clusters Score -895246.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -895258.062500 Penalty: 2705.412598
	Iteration 43Q: 3 clusters Score -895258.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -895270.437500 Penalty: 2705.412598
	Iteration 44Q: 3 clusters Score -895270.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -895281.500000 Penalty: 2705.412598
	Iteration 45Q: 3 clusters Score -895281.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -895293.187500 Penalty: 2705.412598
	Iteration 46Q: 3 clusters Score -895293.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -895301.375000 Penalty: 2705.412598
	Iteration 47Q: 3 clusters Score -895301.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -895307.437500 Penalty: 2705.412598
	Iteration 48Q: 3 clusters Score -895307.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -895318.187500 Penalty: 2705.412598
	Iteration 49Q: 3 clusters Score -895318.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -895326.000000 Penalty: 2705.412598
	Iteration 50Q: 3 clusters Score -895326 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -895335.937500 Penalty: 2705.412598
	Iteration 51Q: 3 clusters Score -895335.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -895340.062500 Penalty: 2705.412598
	Iteration 52Q: 3 clusters Score -895340.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -895342.437500 Penalty: 2705.412598
	Iteration 53Q: 3 clusters Score -895342.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -895348.625000 Penalty: 2705.412598
	Iteration 54Q: 3 clusters Score -895348.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -895352.500000 Penalty: 2705.412598
	Iteration 55Q: 3 clusters Score -895352.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -895357.062500 Penalty: 2705.412598
	Iteration 56Q: 3 clusters Score -895357.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -895362.187500 Penalty: 2705.412598
	Iteration 57Q: 3 clusters Score -895362.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -895366.750000 Penalty: 2705.412598
	Iteration 58Q: 3 clusters Score -895366.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -895371.750000 Penalty: 2705.412598
	Iteration 59Q: 3 clusters Score -895371.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -895375.750000 Penalty: 2705.412598
	Iteration 60F: 3 clusters Score -895375.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -895378.125000 Penalty: 2705.412598
	Iteration 61Q: 3 clusters Score -895378.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -895381.812500 Penalty: 2705.412598
	Iteration 62Q: 3 clusters Score -895381.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -895385.562500 Penalty: 2705.412598
	Iteration 63Q: 3 clusters Score -895385.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -895387.937500 Penalty: 2705.412598
	Iteration 64Q: 3 clusters Score -895387.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -895392.562500 Penalty: 2705.412598
	Iteration 65Q: 3 clusters Score -895392.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -895398.500000 Penalty: 2705.412598
	Iteration 66Q: 3 clusters Score -895398.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -895401.937500 Penalty: 2705.412598
	Iteration 67Q: 3 clusters Score -895401.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -895403.812500 Penalty: 2705.412598
	Iteration 68Q: 3 clusters Score -895403.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -895410.125000 Penalty: 2705.412598
	Iteration 69Q: 3 clusters Score -895410.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -895413.750000 Penalty: 2705.412598
	Iteration 70Q: 3 clusters Score -895413.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -895415.875000 Penalty: 2705.412598
	Iteration 71Q: 3 clusters Score -895415.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -895417.687500 Penalty: 2705.412598
	Iteration 72Q: 3 clusters Score -895417.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -895417.687500 Penalty: 2705.412598
	Iteration 73F: 3 clusters Score -895417.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (36258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36258 members 
Entering Unmasked Estep 
Score: -3765978.000000 Penalty: 1562.164185
	Iteration 0F: 2 clusters Score -3765978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -3742334.750000 Penalty: 3124.328369
	Iteration 0F: 3 clusters Score -3742335 nChanged 16552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -3751245.000000 Penalty: 3124.328369
	Iteration 1F: 3 clusters Score -3751245 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -3751672.000000 Penalty: 3124.328369
	Iteration 2Q: 3 clusters Score -3751672 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -3752071.250000 Penalty: 3124.328369
	Iteration 3Q: 3 clusters Score -3752071 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -3752381.250000 Penalty: 3124.328369
	Iteration 4Q: 3 clusters Score -3752381 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -3752686.000000 Penalty: 3124.328369
	Iteration 5Q: 3 clusters Score -3752686 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -3753024.250000 Penalty: 3124.328369
	Iteration 6Q: 3 clusters Score -3753024 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -3753498.500000 Penalty: 3124.328369
	Iteration 7Q: 3 clusters Score -3753498 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -3754119.750000 Penalty: 3124.328369
	Iteration 8Q: 3 clusters Score -3754120 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -3754956.250000 Penalty: 3124.328369
	Iteration 9Q: 3 clusters Score -3754956 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22600 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -3755937.250000 Penalty: 3124.328369
	Iteration 10F: 3 clusters Score -3755937 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -3756975.500000 Penalty: 3124.328369
	Iteration 11F: 3 clusters Score -3756976 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -3757993.500000 Penalty: 3124.328369
	Iteration 12F: 3 clusters Score -3757994 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26579 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -3758987.500000 Penalty: 3124.328369
	Iteration 13Q: 3 clusters Score -3758988 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -3759880.250000 Penalty: 3124.328369
	Iteration 14Q: 3 clusters Score -3759880 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28990 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -3760723.250000 Penalty: 3124.328369
	Iteration 15Q: 3 clusters Score -3760723 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30030 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -3761510.500000 Penalty: 3124.328369
	Iteration 16Q: 3 clusters Score -3761510 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30885 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -3762139.000000 Penalty: 3124.328369
	Iteration 17Q: 3 clusters Score -3762139 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -3762646.500000 Penalty: 3124.328369
	Iteration 18Q: 3 clusters Score -3762646 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32117 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -3762999.000000 Penalty: 3124.328369
	Iteration 19Q: 3 clusters Score -3762999 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32586 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -3763288.250000 Penalty: 3124.328369
	Iteration 20F: 3 clusters Score -3763288 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32997 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -3763522.500000 Penalty: 3124.328369
	Iteration 21Q: 3 clusters Score -3763522 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33317 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -3763674.750000 Penalty: 3124.328369
	Iteration 22Q: 3 clusters Score -3763675 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33598 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -3763812.000000 Penalty: 3124.328369
	Iteration 23Q: 3 clusters Score -3763812 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33834 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -3763912.750000 Penalty: 3124.328369
	Iteration 24Q: 3 clusters Score -3763913 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34048 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -3764021.500000 Penalty: 3124.328369
	Iteration 25Q: 3 clusters Score -3764022 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34234 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -3764105.000000 Penalty: 3124.328369
	Iteration 26Q: 3 clusters Score -3764105 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34384 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -3764178.750000 Penalty: 3124.328369
	Iteration 27Q: 3 clusters Score -3764179 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34514 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -3764225.750000 Penalty: 3124.328369
	Iteration 28Q: 3 clusters Score -3764226 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34622 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -3764258.000000 Penalty: 3124.328369
	Iteration 29Q: 3 clusters Score -3764258 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34709 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -3764297.750000 Penalty: 3124.328369
	Iteration 30Q: 3 clusters Score -3764298 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34802 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -3764338.500000 Penalty: 3124.328369
	Iteration 31Q: 3 clusters Score -3764338 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34905 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3764401.250000 Penalty: 3124.328369
	Iteration 32Q: 3 clusters Score -3764401 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34996 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -3764462.500000 Penalty: 3124.328369
	Iteration 33Q: 3 clusters Score -3764462 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35077 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -3764512.750000 Penalty: 3124.328369
	Iteration 34Q: 3 clusters Score -3764513 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35148 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3764549.500000 Penalty: 3124.328369
	Iteration 35Q: 3 clusters Score -3764550 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35208 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -3764583.750000 Penalty: 3124.328369
	Iteration 36Q: 3 clusters Score -3764584 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35254 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -3764610.000000 Penalty: 3124.328369
	Iteration 37Q: 3 clusters Score -3764610 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35289 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -3764631.000000 Penalty: 3124.328369
	Iteration 38Q: 3 clusters Score -3764631 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35319 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -3764644.250000 Penalty: 3124.328369
	Iteration 39Q: 3 clusters Score -3764644 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35339 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -3764646.250000 Penalty: 3124.328369
	Iteration 40F: 3 clusters Score -3764646 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35358 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -3764658.500000 Penalty: 3124.328369
	Iteration 41Q: 3 clusters Score -3764658 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35371 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -3764657.500000 Penalty: 3124.328369
	Iteration 42Q: 3 clusters Score -3764658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35384 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -3764667.500000 Penalty: 3124.328369
	Iteration 43Q: 3 clusters Score -3764668 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35396 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -3764677.250000 Penalty: 3124.328369
	Iteration 44Q: 3 clusters Score -3764677 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35409 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -3764678.500000 Penalty: 3124.328369
	Iteration 45Q: 3 clusters Score -3764678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35423 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -3764681.250000 Penalty: 3124.328369
	Iteration 46Q: 3 clusters Score -3764681 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35443 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -3764692.750000 Penalty: 3124.328369
	Iteration 47Q: 3 clusters Score -3764693 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35461 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -3764701.500000 Penalty: 3124.328369
	Iteration 48Q: 3 clusters Score -3764702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35471 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -3764701.250000 Penalty: 3124.328369
	Iteration 49Q: 3 clusters Score -3764701 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35484 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -3764715.000000 Penalty: 3124.328369
	Iteration 50Q: 3 clusters Score -3764715 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35499 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -3764723.250000 Penalty: 3124.328369
	Iteration 51Q: 3 clusters Score -3764723 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35511 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -3764735.000000 Penalty: 3124.328369
	Iteration 52Q: 3 clusters Score -3764735 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35522 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -3764736.500000 Penalty: 3124.328369
	Iteration 53Q: 3 clusters Score -3764736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35527 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -3764739.750000 Penalty: 3124.328369
	Iteration 54Q: 3 clusters Score -3764740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35531 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3764742.250000 Penalty: 3124.328369
	Iteration 55Q: 3 clusters Score -3764742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35537 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -3764744.250000 Penalty: 3124.328369
	Iteration 56Q: 3 clusters Score -3764744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35545 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -3764746.750000 Penalty: 3124.328369
	Iteration 57Q: 3 clusters Score -3764747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35549 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -3764751.000000 Penalty: 3124.328369
	Iteration 58Q: 3 clusters Score -3764751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35552 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -3764755.750000 Penalty: 3124.328369
	Iteration 59Q: 3 clusters Score -3764756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35554 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -3764755.500000 Penalty: 3124.328369
	Iteration 60F: 3 clusters Score -3764756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35556 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -3764761.500000 Penalty: 3124.328369
	Iteration 61Q: 3 clusters Score -3764762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35556 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -3764761.500000 Penalty: 3124.328369
	Iteration 62F: 3 clusters Score -3764762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Entering Unmasked Estep 
Score: -205880.578125 Penalty: 1150.184692
	Iteration 0F: 2 clusters Score -205880.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -203872.937500 Penalty: 2300.369385
	Iteration 0F: 3 clusters Score -203872.9 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -204504.500000 Penalty: 2300.369385
	Iteration 1F: 3 clusters Score -204504.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -204767.953125 Penalty: 2300.369385
	Iteration 2F: 3 clusters Score -204768 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -204982.640625 Penalty: 2300.369385
	Iteration 3F: 3 clusters Score -204982.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -205178.578125 Penalty: 2300.369385
	Iteration 4F: 3 clusters Score -205178.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -205335.906250 Penalty: 2300.369385
	Iteration 5Q: 3 clusters Score -205335.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -205501.312500 Penalty: 2300.369385
	Iteration 6Q: 3 clusters Score -205501.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -205584.812500 Penalty: 2300.369385
	Iteration 7Q: 3 clusters Score -205584.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -205633.062500 Penalty: 2300.369385
	Iteration 8Q: 3 clusters Score -205633.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -205670.093750 Penalty: 2300.369385
	Iteration 9Q: 3 clusters Score -205670.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -205700.109375 Penalty: 2300.369385
	Iteration 10Q: 3 clusters Score -205700.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -205726.203125 Penalty: 2300.369385
	Iteration 11Q: 3 clusters Score -205726.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -205743.890625 Penalty: 2300.369385
	Iteration 12Q: 3 clusters Score -205743.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -205751.750000 Penalty: 2300.369385
	Iteration 13Q: 3 clusters Score -205751.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -205762.781250 Penalty: 2300.369385
	Iteration 14Q: 3 clusters Score -205762.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -205772.203125 Penalty: 2300.369385
	Iteration 15Q: 3 clusters Score -205772.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -205781.671875 Penalty: 2300.369385
	Iteration 16Q: 3 clusters Score -205781.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -205797.046875 Penalty: 2300.369385
	Iteration 17Q: 3 clusters Score -205797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -205803.546875 Penalty: 2300.369385
	Iteration 18Q: 3 clusters Score -205803.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -205810.343750 Penalty: 2300.369385
	Iteration 19Q: 3 clusters Score -205810.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -205815.296875 Penalty: 2300.369385
	Iteration 20F: 3 clusters Score -205815.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -205818.343750 Penalty: 2300.369385
	Iteration 21Q: 3 clusters Score -205818.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -205820.421875 Penalty: 2300.369385
	Iteration 22Q: 3 clusters Score -205820.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -205823.000000 Penalty: 2300.369385
	Iteration 23Q: 3 clusters Score -205823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -205825.500000 Penalty: 2300.369385
	Iteration 24Q: 3 clusters Score -205825.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -205826.125000 Penalty: 2300.369385
	Iteration 25Q: 3 clusters Score -205826.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -205827.562500 Penalty: 2300.369385
	Iteration 26Q: 3 clusters Score -205827.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -205828.953125 Penalty: 2300.369385
	Iteration 27Q: 3 clusters Score -205829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -205833.234375 Penalty: 2300.369385
	Iteration 28Q: 3 clusters Score -205833.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -205836.562500 Penalty: 2300.369385
	Iteration 29Q: 3 clusters Score -205836.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -205841.109375 Penalty: 2300.369385
	Iteration 30Q: 3 clusters Score -205841.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -205844.796875 Penalty: 2300.369385
	Iteration 31Q: 3 clusters Score -205844.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -205847.203125 Penalty: 2300.369385
	Iteration 32Q: 3 clusters Score -205847.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -205848.656250 Penalty: 2300.369385
	Iteration 33Q: 3 clusters Score -205848.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -205852.640625 Penalty: 2300.369385
	Iteration 34Q: 3 clusters Score -205852.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -205853.812500 Penalty: 2300.369385
	Iteration 35Q: 3 clusters Score -205853.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -205856.015625 Penalty: 2300.369385
	Iteration 36Q: 3 clusters Score -205856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -205858.078125 Penalty: 2300.369385
	Iteration 37Q: 3 clusters Score -205858.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -205858.468750 Penalty: 2300.369385
	Iteration 38Q: 3 clusters Score -205858.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -205858.468750 Penalty: 2300.369385
	Iteration 39F: 3 clusters Score -205858.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (37496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37496 members 
Entering Unmasked Estep 
Score: -3872522.750000 Penalty: 1567.160034
	Iteration 0F: 2 clusters Score -3872523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -3848062.250000 Penalty: 3134.320068
	Iteration 0F: 3 clusters Score -3848062 nChanged 17100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -3857575.000000 Penalty: 3134.320068
	Iteration 1F: 3 clusters Score -3857575 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -3858242.750000 Penalty: 3134.320068
	Iteration 2Q: 3 clusters Score -3858243 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -3858866.000000 Penalty: 3134.320068
	Iteration 3Q: 3 clusters Score -3858866 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -3859517.000000 Penalty: 3134.320068
	Iteration 4Q: 3 clusters Score -3859517 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -3860229.250000 Penalty: 3134.320068
	Iteration 5Q: 3 clusters Score -3860229 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -3861110.750000 Penalty: 3134.320068
	Iteration 6Q: 3 clusters Score -3861111 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -3862152.500000 Penalty: 3134.320068
	Iteration 7F: 3 clusters Score -3862152 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 26847 members 
Entering Unmasked Estep 
Score: -3863445.250000 Penalty: 3134.320068
	Iteration 8F: 3 clusters Score -3863445 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -3864947.250000 Penalty: 3134.320068
	Iteration 9F: 3 clusters Score -3864947 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 30640 members 
Entering Unmasked Estep 
Score: -3866406.500000 Penalty: 3134.320068
	Iteration 10F: 3 clusters Score -3866406 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 32257 members 
Entering Unmasked Estep 
Score: -3867670.500000 Penalty: 3134.320068
	Iteration 11Q: 3 clusters Score -3867670 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 33613 members 
Entering Unmasked Estep 
Score: -3868768.500000 Penalty: 3134.320068
	Iteration 12Q: 3 clusters Score -3868768 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 34659 members 
Entering Unmasked Estep 
Score: -3869593.500000 Penalty: 3134.320068
	Iteration 13Q: 3 clusters Score -3869594 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 35408 members 
Entering Unmasked Estep 
Score: -3870142.500000 Penalty: 3134.320068
	Iteration 14Q: 3 clusters Score -3870142 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 35925 members 
Entering Unmasked Estep 
Score: -3870510.500000 Penalty: 3134.320068
	Iteration 15Q: 3 clusters Score -3870510 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 36259 members 
Entering Unmasked Estep 
Score: -3870760.500000 Penalty: 3134.320068
	Iteration 16Q: 3 clusters Score -3870760 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 36486 members 
Entering Unmasked Estep 
Score: -3870924.000000 Penalty: 3134.320068
	Iteration 17Q: 3 clusters Score -3870924 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 36641 members 
Entering Unmasked Estep 
Score: -3871019.000000 Penalty: 3134.320068
	Iteration 18Q: 3 clusters Score -3871019 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 36740 members 
Entering Unmasked Estep 
Score: -3871078.250000 Penalty: 3134.320068
	Iteration 19Q: 3 clusters Score -3871078 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 36805 members 
Entering Unmasked Estep 
Score: -3871129.250000 Penalty: 3134.320068
	Iteration 20F: 3 clusters Score -3871129 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 36863 members 
Entering Unmasked Estep 
Score: -3871167.000000 Penalty: 3134.320068
	Iteration 21Q: 3 clusters Score -3871167 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 36901 members 
Entering Unmasked Estep 
Score: -3871191.750000 Penalty: 3134.320068
	Iteration 22Q: 3 clusters Score -3871192 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 36932 members 
Entering Unmasked Estep 
Score: -3871227.250000 Penalty: 3134.320068
	Iteration 23Q: 3 clusters Score -3871227 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 36958 members 
Entering Unmasked Estep 
Score: -3871248.750000 Penalty: 3134.320068
	Iteration 24Q: 3 clusters Score -3871249 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 36981 members 
Entering Unmasked Estep 
Score: -3871272.000000 Penalty: 3134.320068
	Iteration 25Q: 3 clusters Score -3871272 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 36999 members 
Entering Unmasked Estep 
Score: -3871293.250000 Penalty: 3134.320068
	Iteration 26Q: 3 clusters Score -3871293 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 37014 members 
Entering Unmasked Estep 
Score: -3871309.250000 Penalty: 3134.320068
	Iteration 27Q: 3 clusters Score -3871309 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 37022 members 
Entering Unmasked Estep 
Score: -3871325.250000 Penalty: 3134.320068
	Iteration 28Q: 3 clusters Score -3871325 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 37033 members 
Entering Unmasked Estep 
Score: -3871333.500000 Penalty: 3134.320068
	Iteration 29Q: 3 clusters Score -3871334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 37045 members 
Entering Unmasked Estep 
Score: -3871342.500000 Penalty: 3134.320068
	Iteration 30Q: 3 clusters Score -3871342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 37049 members 
Entering Unmasked Estep 
Score: -3871347.000000 Penalty: 3134.320068
	Iteration 31Q: 3 clusters Score -3871347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 37050 members 
Entering Unmasked Estep 
Score: -3871351.500000 Penalty: 3134.320068
	Iteration 32Q: 3 clusters Score -3871352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 37050 members 
Entering Unmasked Estep 
Score: -3871351.500000 Penalty: 3134.320068
	Iteration 33F: 3 clusters Score -3871352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (14770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Entering Unmasked Estep 
Score: -1491658.500000 Penalty: 1428.532593
	Iteration 0F: 2 clusters Score -1491658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1481870.750000 Penalty: 2857.065186
	Iteration 0F: 3 clusters Score -1481871 nChanged 6391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1485319.500000 Penalty: 2857.065186
	Iteration 1F: 3 clusters Score -1485320 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1485659.375000 Penalty: 2857.065186
	Iteration 2F: 3 clusters Score -1485659 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1485889.125000 Penalty: 2857.065186
	Iteration 3Q: 3 clusters Score -1485889 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1486080.375000 Penalty: 2857.065186
	Iteration 4Q: 3 clusters Score -1486080 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1486291.625000 Penalty: 2857.065186
	Iteration 5Q: 3 clusters Score -1486292 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1486514.250000 Penalty: 2857.065186
	Iteration 6Q: 3 clusters Score -1486514 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1486801.250000 Penalty: 2857.065186
	Iteration 7Q: 3 clusters Score -1486801 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1487148.750000 Penalty: 2857.065186
	Iteration 8Q: 3 clusters Score -1487149 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1487530.500000 Penalty: 2857.065186
	Iteration 9Q: 3 clusters Score -1487530 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1487952.125000 Penalty: 2857.065186
	Iteration 10Q: 3 clusters Score -1487952 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1488341.000000 Penalty: 2857.065186
	Iteration 11Q: 3 clusters Score -1488341 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1488677.750000 Penalty: 2857.065186
	Iteration 12Q: 3 clusters Score -1488678 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1488949.250000 Penalty: 2857.065186
	Iteration 13Q: 3 clusters Score -1488949 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -1489157.125000 Penalty: 2857.065186
	Iteration 14Q: 3 clusters Score -1489157 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -1489355.875000 Penalty: 2857.065186
	Iteration 15Q: 3 clusters Score -1489356 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1489545.875000 Penalty: 2857.065186
	Iteration 16Q: 3 clusters Score -1489546 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1489697.000000 Penalty: 2857.065186
	Iteration 17Q: 3 clusters Score -1489697 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -1489819.750000 Penalty: 2857.065186
	Iteration 18Q: 3 clusters Score -1489820 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -1489934.875000 Penalty: 2857.065186
	Iteration 19Q: 3 clusters Score -1489935 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -1490022.250000 Penalty: 2857.065186
	Iteration 20F: 3 clusters Score -1490022 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -1490121.125000 Penalty: 2857.065186
	Iteration 21Q: 3 clusters Score -1490121 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -1490226.500000 Penalty: 2857.065186
	Iteration 22Q: 3 clusters Score -1490226 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -1490304.250000 Penalty: 2857.065186
	Iteration 23Q: 3 clusters Score -1490304 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -1490358.750000 Penalty: 2857.065186
	Iteration 24Q: 3 clusters Score -1490359 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -1490404.250000 Penalty: 2857.065186
	Iteration 25Q: 3 clusters Score -1490404 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -1490447.250000 Penalty: 2857.065186
	Iteration 26Q: 3 clusters Score -1490447 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -1490492.625000 Penalty: 2857.065186
	Iteration 27Q: 3 clusters Score -1490493 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -1490525.875000 Penalty: 2857.065186
	Iteration 28Q: 3 clusters Score -1490526 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -1490559.375000 Penalty: 2857.065186
	Iteration 29Q: 3 clusters Score -1490559 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -1490589.000000 Penalty: 2857.065186
	Iteration 30Q: 3 clusters Score -1490589 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -1490613.250000 Penalty: 2857.065186
	Iteration 31Q: 3 clusters Score -1490613 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -1490635.375000 Penalty: 2857.065186
	Iteration 32Q: 3 clusters Score -1490635 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -1490658.250000 Penalty: 2857.065186
	Iteration 33Q: 3 clusters Score -1490658 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -1490680.625000 Penalty: 2857.065186
	Iteration 34Q: 3 clusters Score -1490681 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -1490691.000000 Penalty: 2857.065186
	Iteration 35Q: 3 clusters Score -1490691 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -1490703.375000 Penalty: 2857.065186
	Iteration 36Q: 3 clusters Score -1490703 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -1490709.750000 Penalty: 2857.065186
	Iteration 37Q: 3 clusters Score -1490710 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -1490718.875000 Penalty: 2857.065186
	Iteration 38Q: 3 clusters Score -1490719 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -1490727.125000 Penalty: 2857.065186
	Iteration 39Q: 3 clusters Score -1490727 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -1490732.500000 Penalty: 2857.065186
	Iteration 40F: 3 clusters Score -1490732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -1490735.750000 Penalty: 2857.065186
	Iteration 41Q: 3 clusters Score -1490736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -1490739.500000 Penalty: 2857.065186
	Iteration 42Q: 3 clusters Score -1490740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -1490741.750000 Penalty: 2857.065186
	Iteration 43Q: 3 clusters Score -1490742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -1490743.125000 Penalty: 2857.065186
	Iteration 44Q: 3 clusters Score -1490743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -1490744.125000 Penalty: 2857.065186
	Iteration 45Q: 3 clusters Score -1490744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -1490744.125000 Penalty: 2857.065186
	Iteration 46Q: 3 clusters Score -1490744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -1490745.625000 Penalty: 2857.065186
	Iteration 47Q: 3 clusters Score -1490746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -1490749.500000 Penalty: 2857.065186
	Iteration 48Q: 3 clusters Score -1490750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -1490752.875000 Penalty: 2857.065186
	Iteration 49Q: 3 clusters Score -1490753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -1490752.750000 Penalty: 2857.065186
	Iteration 50Q: 3 clusters Score -1490753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -1490753.750000 Penalty: 2857.065186
	Iteration 51Q: 3 clusters Score -1490754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -1490757.750000 Penalty: 2857.065186
	Iteration 52Q: 3 clusters Score -1490758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -1490760.000000 Penalty: 2857.065186
	Iteration 53Q: 3 clusters Score -1490760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -1490762.125000 Penalty: 2857.065186
	Iteration 54Q: 3 clusters Score -1490762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -1490763.500000 Penalty: 2857.065186
	Iteration 55Q: 3 clusters Score -1490764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -1490765.250000 Penalty: 2857.065186
	Iteration 56Q: 3 clusters Score -1490765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -1490769.875000 Penalty: 2857.065186
	Iteration 57Q: 3 clusters Score -1490770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -1490773.750000 Penalty: 2857.065186
	Iteration 58Q: 3 clusters Score -1490774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -1490772.625000 Penalty: 2857.065186
	Iteration 59Q: 3 clusters Score -1490773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -1490774.500000 Penalty: 2857.065186
	Iteration 60F: 3 clusters Score -1490774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -1490774.750000 Penalty: 2857.065186
	Iteration 61Q: 3 clusters Score -1490775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -1490777.625000 Penalty: 2857.065186
	Iteration 62Q: 3 clusters Score -1490778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -1490776.375000 Penalty: 2857.065186
	Iteration 63Q: 3 clusters Score -1490776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -1490779.875000 Penalty: 2857.065186
	Iteration 64Q: 3 clusters Score -1490780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -1490779.625000 Penalty: 2857.065186
	Iteration 65Q: 3 clusters Score -1490780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -1490777.750000 Penalty: 2857.065186
	Iteration 66Q: 3 clusters Score -1490778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -1490777.750000 Penalty: 2857.065186
	Iteration 67F: 3 clusters Score -1490778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (17519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Entering Unmasked Estep 
Score: -1841588.750000 Penalty: 1453.930908
	Iteration 0F: 2 clusters Score -1841589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1829960.250000 Penalty: 2907.861816
	Iteration 0F: 3 clusters Score -1829960 nChanged 7640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1834111.875000 Penalty: 2907.861816
	Iteration 1F: 3 clusters Score -1834112 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1834556.750000 Penalty: 2907.861816
	Iteration 2F: 3 clusters Score -1834557 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1834970.375000 Penalty: 2907.861816
	Iteration 3F: 3 clusters Score -1834970 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1835376.250000 Penalty: 2907.861816
	Iteration 4F: 3 clusters Score -1835376 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1835810.500000 Penalty: 2907.861816
	Iteration 5F: 3 clusters Score -1835810 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1836306.250000 Penalty: 2907.861816
	Iteration 6F: 3 clusters Score -1836306 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1836895.625000 Penalty: 2907.861816
	Iteration 7F: 3 clusters Score -1836896 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1837547.625000 Penalty: 2907.861816
	Iteration 8F: 3 clusters Score -1837548 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1838234.750000 Penalty: 2907.861816
	Iteration 9F: 3 clusters Score -1838235 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1838809.500000 Penalty: 2907.861816
	Iteration 10Q: 3 clusters Score -1838810 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1839282.750000 Penalty: 2907.861816
	Iteration 11Q: 3 clusters Score -1839283 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1839652.250000 Penalty: 2907.861816
	Iteration 12Q: 3 clusters Score -1839652 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1839884.375000 Penalty: 2907.861816
	Iteration 13Q: 3 clusters Score -1839884 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1840055.750000 Penalty: 2907.861816
	Iteration 14Q: 3 clusters Score -1840056 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1840173.250000 Penalty: 2907.861816
	Iteration 15Q: 3 clusters Score -1840173 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1840249.750000 Penalty: 2907.861816
	Iteration 16Q: 3 clusters Score -1840250 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1840320.750000 Penalty: 2907.861816
	Iteration 17Q: 3 clusters Score -1840321 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1840356.375000 Penalty: 2907.861816
	Iteration 18Q: 3 clusters Score -1840356 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1840383.250000 Penalty: 2907.861816
	Iteration 19Q: 3 clusters Score -1840383 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1840418.750000 Penalty: 2907.861816
	Iteration 20F: 3 clusters Score -1840419 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1840446.375000 Penalty: 2907.861816
	Iteration 21Q: 3 clusters Score -1840446 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1840474.500000 Penalty: 2907.861816
	Iteration 22Q: 3 clusters Score -1840474 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1840498.250000 Penalty: 2907.861816
	Iteration 23Q: 3 clusters Score -1840498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1840518.875000 Penalty: 2907.861816
	Iteration 24Q: 3 clusters Score -1840519 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1840528.625000 Penalty: 2907.861816
	Iteration 25Q: 3 clusters Score -1840529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1840536.250000 Penalty: 2907.861816
	Iteration 26Q: 3 clusters Score -1840536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1840538.375000 Penalty: 2907.861816
	Iteration 27Q: 3 clusters Score -1840538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1840545.750000 Penalty: 2907.861816
	Iteration 28Q: 3 clusters Score -1840546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1840549.000000 Penalty: 2907.861816
	Iteration 29Q: 3 clusters Score -1840549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1840551.500000 Penalty: 2907.861816
	Iteration 30Q: 3 clusters Score -1840552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1840552.375000 Penalty: 2907.861816
	Iteration 31Q: 3 clusters Score -1840552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1840556.500000 Penalty: 2907.861816
	Iteration 32Q: 3 clusters Score -1840556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1840559.250000 Penalty: 2907.861816
	Iteration 33Q: 3 clusters Score -1840559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1840561.875000 Penalty: 2907.861816
	Iteration 34Q: 3 clusters Score -1840562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1840561.875000 Penalty: 2907.861816
	Iteration 35F: 3 clusters Score -1840562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (5799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Entering Unmasked Estep 
Score: -608463.125000 Penalty: 1289.417603
	Iteration 0F: 2 clusters Score -608463.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -604330.000000 Penalty: 2578.835205
	Iteration 0F: 3 clusters Score -604330 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -605949.437500 Penalty: 2578.835205
	Iteration 1F: 3 clusters Score -605949.4 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -606626.250000 Penalty: 2578.835205
	Iteration 2F: 3 clusters Score -606626.2 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -607233.750000 Penalty: 2578.835205
	Iteration 3F: 3 clusters Score -607233.8 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -607718.812500 Penalty: 2578.835205
	Iteration 4F: 3 clusters Score -607718.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -608128.187500 Penalty: 2578.835205
	Iteration 5F: 3 clusters Score -608128.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -608388.250000 Penalty: 2578.835205
	Iteration 6F: 3 clusters Score -608388.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -608506.250000 Penalty: 2578.835205
	Iteration 7Q: 3 clusters Score -608506.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -608575.250000 Penalty: 2578.835205
	Iteration 8Q: 3 clusters Score -608575.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -608616.937500 Penalty: 2578.835205
	Iteration 9Q: 3 clusters Score -608616.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -608641.250000 Penalty: 2578.835205
	Iteration 10Q: 3 clusters Score -608641.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -608659.187500 Penalty: 2578.835205
	Iteration 11Q: 3 clusters Score -608659.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -608669.000000 Penalty: 2578.835205
	Iteration 12Q: 3 clusters Score -608669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -608673.812500 Penalty: 2578.835205
	Iteration 13Q: 3 clusters Score -608673.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -608678.562500 Penalty: 2578.835205
	Iteration 14Q: 3 clusters Score -608678.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -608680.375000 Penalty: 2578.835205
	Iteration 15Q: 3 clusters Score -608680.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -608684.625000 Penalty: 2578.835205
	Iteration 16Q: 3 clusters Score -608684.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -608688.937500 Penalty: 2578.835205
	Iteration 17Q: 3 clusters Score -608688.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -608696.000000 Penalty: 2578.835205
	Iteration 18Q: 3 clusters Score -608696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -608698.750000 Penalty: 2578.835205
	Iteration 19Q: 3 clusters Score -608698.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -608700.750000 Penalty: 2578.835205
	Iteration 20F: 3 clusters Score -608700.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -608704.250000 Penalty: 2578.835205
	Iteration 21Q: 3 clusters Score -608704.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -608707.562500 Penalty: 2578.835205
	Iteration 22Q: 3 clusters Score -608707.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -608707.750000 Penalty: 2578.835205
	Iteration 23Q: 3 clusters Score -608707.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -608707.750000 Penalty: 2578.835205
	Iteration 24F: 3 clusters Score -608707.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 56046 members 
Mstep: Class 2 contains 703 members 
Mstep: Class 3 contains 49778 members 
Mstep: Class 4 contains 10527 members 
Mstep: Class 5 contains 111415 members 
Mstep: Class 6 contains 36969 members 
Mstep: Class 7 contains 36578 members 
Mstep: Class 8 contains 3877 members 
Mstep: Class 9 contains 10437 members 
Mstep: Class 10 contains 12215 members 
Mstep: Class 11 contains 7139 members 
Mstep: Class 12 contains 24516 members 
Mstep: Class 13 contains 4002 members 
Mstep: Class 14 contains 4516 members 
Mstep: Class 15 contains 2825 members 
Mstep: Class 16 contains 37813 members 
Mstep: Class 17 contains 35592 members 
Mstep: Class 18 contains 11098 members 
Mstep: Class 19 contains 7320 members 
Mstep: Class 20 contains 1361 members 
Mstep: Class 21 contains 36611 members 
Mstep: Class 22 contains 5509 members 
Mstep: Class 23 contains 4473 members 
Mstep: Class 24 contains 6402 members 
Mstep: Class 25 contains 14675 members 
Mstep: Class 26 contains 3690 members 
Mstep: Class 27 contains 18430 members 
Mstep: Class 28 contains 10129 members 
Mstep: Class 29 contains 15024 members 
Mstep: Class 30 contains 16104 members 
Mstep: Class 31 contains 9398 members 
Mstep: Class 32 contains 106034 members 
Mstep: Class 33 contains 17955 members 
Mstep: Class 34 contains 8873 members 
Mstep: Class 35 contains 36258 members 
Mstep: Class 36 contains 2275 members 
Mstep: Class 37 contains 37496 members 
Mstep: Class 38 contains 14770 members 
Mstep: Class 39 contains 17519 members 
Mstep: Class 40 contains 1167 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 7970 members 
Mstep: Class 43 contains 14973 members 
Mstep: Class 44 contains 4391 members 
Mstep: Class 45 contains 2208 members 
Mstep: Class 46 contains 1621 members 
Mstep: Class 47 contains 11620 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 3997 members 
Mstep: Class 50 contains 4632 members 
Entering Unmasked Estep 
Score: -88124624.000000 Penalty: 102001.945312
Splitting cluster 40 changes total score from -88125056.000000 to -88124624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Entering Unmasked Estep 
Score: -61453.078125 Penalty: 951.366333
	Iteration 0F: 2 clusters Score -61453.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -60482.328125 Penalty: 1902.732666
	Iteration 0F: 3 clusters Score -60482.33 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -60669.070312 Penalty: 1902.732666
	Iteration 1F: 3 clusters Score -60669.07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -60716.105469 Penalty: 1902.732666
	Iteration 2Q: 3 clusters Score -60716.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -60741.894531 Penalty: 1902.732666
	Iteration 3Q: 3 clusters Score -60741.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -60755.425781 Penalty: 1902.732666
	Iteration 4Q: 3 clusters Score -60755.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -60759.847656 Penalty: 1902.732666
	Iteration 5Q: 3 clusters Score -60759.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -60766.226562 Penalty: 1902.732666
	Iteration 6Q: 3 clusters Score -60766.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -60770.007812 Penalty: 1902.732666
	Iteration 7Q: 3 clusters Score -60770.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -60771.355469 Penalty: 1902.732666
	Iteration 8Q: 3 clusters Score -60771.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -60771.355469 Penalty: 1902.732666
	Iteration 9F: 3 clusters Score -60771.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (7970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Entering Unmasked Estep 
Score: -782275.062500 Penalty: 1336.735840
	Iteration 0F: 2 clusters Score -782275.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -776720.562500 Penalty: 2673.471680
	Iteration 0F: 3 clusters Score -776720.6 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -778506.875000 Penalty: 2673.471680
	Iteration 1F: 3 clusters Score -778506.9 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -778839.375000 Penalty: 2673.471680
	Iteration 2F: 3 clusters Score -778839.4 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -779097.000000 Penalty: 2673.471680
	Iteration 3F: 3 clusters Score -779097 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -779305.500000 Penalty: 2673.471680
	Iteration 4Q: 3 clusters Score -779305.5 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -779494.250000 Penalty: 2673.471680
	Iteration 5Q: 3 clusters Score -779494.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -779688.750000 Penalty: 2673.471680
	Iteration 6Q: 3 clusters Score -779688.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -779875.375000 Penalty: 2673.471680
	Iteration 7Q: 3 clusters Score -779875.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -780056.812500 Penalty: 2673.471680
	Iteration 8Q: 3 clusters Score -780056.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -780240.312500 Penalty: 2673.471680
	Iteration 9Q: 3 clusters Score -780240.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -780425.062500 Penalty: 2673.471680
	Iteration 10Q: 3 clusters Score -780425.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -780638.750000 Penalty: 2673.471680
	Iteration 11Q: 3 clusters Score -780638.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -780863.937500 Penalty: 2673.471680
	Iteration 12Q: 3 clusters Score -780863.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -781104.000000 Penalty: 2673.471680
	Iteration 13Q: 3 clusters Score -781104 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -781278.000000 Penalty: 2673.471680
	Iteration 14Q: 3 clusters Score -781278 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -781386.187500 Penalty: 2673.471680
	Iteration 15Q: 3 clusters Score -781386.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -781490.062500 Penalty: 2673.471680
	Iteration 16Q: 3 clusters Score -781490.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -781570.875000 Penalty: 2673.471680
	Iteration 17Q: 3 clusters Score -781570.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -781638.312500 Penalty: 2673.471680
	Iteration 18Q: 3 clusters Score -781638.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -781685.000000 Penalty: 2673.471680
	Iteration 19Q: 3 clusters Score -781685 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -781722.000000 Penalty: 2673.471680
	Iteration 20F: 3 clusters Score -781722 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -781751.250000 Penalty: 2673.471680
	Iteration 21Q: 3 clusters Score -781751.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -781768.125000 Penalty: 2673.471680
	Iteration 22Q: 3 clusters Score -781768.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -781780.937500 Penalty: 2673.471680
	Iteration 23Q: 3 clusters Score -781780.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -781790.812500 Penalty: 2673.471680
	Iteration 24Q: 3 clusters Score -781790.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -781801.000000 Penalty: 2673.471680
	Iteration 25Q: 3 clusters Score -781801 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -781806.125000 Penalty: 2673.471680
	Iteration 26Q: 3 clusters Score -781806.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -781811.187500 Penalty: 2673.471680
	Iteration 27Q: 3 clusters Score -781811.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -781816.375000 Penalty: 2673.471680
	Iteration 28Q: 3 clusters Score -781816.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -781820.687500 Penalty: 2673.471680
	Iteration 29Q: 3 clusters Score -781820.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -781823.187500 Penalty: 2673.471680
	Iteration 30Q: 3 clusters Score -781823.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -781824.875000 Penalty: 2673.471680
	Iteration 31Q: 3 clusters Score -781824.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -781825.687500 Penalty: 2673.471680
	Iteration 32Q: 3 clusters Score -781825.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -781833.437500 Penalty: 2673.471680
	Iteration 33Q: 3 clusters Score -781833.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -781833.250000 Penalty: 2673.471680
	Iteration 34Q: 3 clusters Score -781833.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -781833.312500 Penalty: 2673.471680
	Iteration 35Q: 3 clusters Score -781833.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -781834.250000 Penalty: 2673.471680
	Iteration 36Q: 3 clusters Score -781834.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -781833.875000 Penalty: 2673.471680
	Iteration 37Q: 3 clusters Score -781833.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -781835.562500 Penalty: 2673.471680
	Iteration 38Q: 3 clusters Score -781835.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -781836.000000 Penalty: 2673.471680
	Iteration 39Q: 3 clusters Score -781836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -781837.500000 Penalty: 2673.471680
	Iteration 40F: 3 clusters Score -781837.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -781837.875000 Penalty: 2673.471680
	Iteration 41Q: 3 clusters Score -781837.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -781837.875000 Penalty: 2673.471680
	Iteration 42F: 3 clusters Score -781837.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (14973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Entering Unmasked Estep 
Score: -1570273.375000 Penalty: 1430.563843
	Iteration 0F: 2 clusters Score -1570273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1560266.750000 Penalty: 2861.127686
	Iteration 0F: 3 clusters Score -1560267 nChanged 6476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1563791.625000 Penalty: 2861.127686
	Iteration 1F: 3 clusters Score -1563792 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1564250.375000 Penalty: 2861.127686
	Iteration 2F: 3 clusters Score -1564250 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1564647.250000 Penalty: 2861.127686
	Iteration 3F: 3 clusters Score -1564647 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1565003.125000 Penalty: 2861.127686
	Iteration 4Q: 3 clusters Score -1565003 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1565348.375000 Penalty: 2861.127686
	Iteration 5Q: 3 clusters Score -1565348 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1565674.625000 Penalty: 2861.127686
	Iteration 6Q: 3 clusters Score -1565675 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1565978.500000 Penalty: 2861.127686
	Iteration 7Q: 3 clusters Score -1565978 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1566284.250000 Penalty: 2861.127686
	Iteration 8Q: 3 clusters Score -1566284 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1566607.125000 Penalty: 2861.127686
	Iteration 9Q: 3 clusters Score -1566607 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1566949.625000 Penalty: 2861.127686
	Iteration 10Q: 3 clusters Score -1566950 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1567268.750000 Penalty: 2861.127686
	Iteration 11Q: 3 clusters Score -1567269 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1567539.000000 Penalty: 2861.127686
	Iteration 12Q: 3 clusters Score -1567539 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1567803.875000 Penalty: 2861.127686
	Iteration 13Q: 3 clusters Score -1567804 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1568049.375000 Penalty: 2861.127686
	Iteration 14Q: 3 clusters Score -1568049 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1568267.000000 Penalty: 2861.127686
	Iteration 15Q: 3 clusters Score -1568267 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1568451.125000 Penalty: 2861.127686
	Iteration 16Q: 3 clusters Score -1568451 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1568604.875000 Penalty: 2861.127686
	Iteration 17Q: 3 clusters Score -1568605 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1568731.750000 Penalty: 2861.127686
	Iteration 18Q: 3 clusters Score -1568732 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1568833.750000 Penalty: 2861.127686
	Iteration 19Q: 3 clusters Score -1568834 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1568917.875000 Penalty: 2861.127686
	Iteration 20F: 3 clusters Score -1568918 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1568982.125000 Penalty: 2861.127686
	Iteration 21Q: 3 clusters Score -1568982 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1569024.750000 Penalty: 2861.127686
	Iteration 22Q: 3 clusters Score -1569025 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1569063.625000 Penalty: 2861.127686
	Iteration 23Q: 3 clusters Score -1569064 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1569102.750000 Penalty: 2861.127686
	Iteration 24Q: 3 clusters Score -1569103 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1569138.625000 Penalty: 2861.127686
	Iteration 25Q: 3 clusters Score -1569139 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1569156.250000 Penalty: 2861.127686
	Iteration 26Q: 3 clusters Score -1569156 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1569179.000000 Penalty: 2861.127686
	Iteration 27Q: 3 clusters Score -1569179 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1569195.625000 Penalty: 2861.127686
	Iteration 28Q: 3 clusters Score -1569196 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1569206.625000 Penalty: 2861.127686
	Iteration 29Q: 3 clusters Score -1569207 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1569213.875000 Penalty: 2861.127686
	Iteration 30Q: 3 clusters Score -1569214 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1569228.125000 Penalty: 2861.127686
	Iteration 31Q: 3 clusters Score -1569228 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1569242.000000 Penalty: 2861.127686
	Iteration 32Q: 3 clusters Score -1569242 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1569255.375000 Penalty: 2861.127686
	Iteration 33Q: 3 clusters Score -1569255 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1569264.375000 Penalty: 2861.127686
	Iteration 34Q: 3 clusters Score -1569264 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1569271.375000 Penalty: 2861.127686
	Iteration 35Q: 3 clusters Score -1569271 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1569281.500000 Penalty: 2861.127686
	Iteration 36Q: 3 clusters Score -1569282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1569286.125000 Penalty: 2861.127686
	Iteration 37Q: 3 clusters Score -1569286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1569288.875000 Penalty: 2861.127686
	Iteration 38Q: 3 clusters Score -1569289 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1569294.500000 Penalty: 2861.127686
	Iteration 39Q: 3 clusters Score -1569294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1569299.500000 Penalty: 2861.127686
	Iteration 40F: 3 clusters Score -1569300 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1569308.875000 Penalty: 2861.127686
	Iteration 41Q: 3 clusters Score -1569309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1569313.750000 Penalty: 2861.127686
	Iteration 42Q: 3 clusters Score -1569314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1569319.875000 Penalty: 2861.127686
	Iteration 43Q: 3 clusters Score -1569320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1569326.500000 Penalty: 2861.127686
	Iteration 44Q: 3 clusters Score -1569326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1569329.125000 Penalty: 2861.127686
	Iteration 45Q: 3 clusters Score -1569329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1569333.375000 Penalty: 2861.127686
	Iteration 46Q: 3 clusters Score -1569333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1569333.125000 Penalty: 2861.127686
	Iteration 47Q: 3 clusters Score -1569333 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1569336.375000 Penalty: 2861.127686
	Iteration 48Q: 3 clusters Score -1569336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1569343.500000 Penalty: 2861.127686
	Iteration 49Q: 3 clusters Score -1569344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1569349.500000 Penalty: 2861.127686
	Iteration 50Q: 3 clusters Score -1569350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1569352.500000 Penalty: 2861.127686
	Iteration 51Q: 3 clusters Score -1569352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1569356.500000 Penalty: 2861.127686
	Iteration 52Q: 3 clusters Score -1569356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1569358.000000 Penalty: 2861.127686
	Iteration 53Q: 3 clusters Score -1569358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1569357.500000 Penalty: 2861.127686
	Iteration 54Q: 3 clusters Score -1569358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1569360.875000 Penalty: 2861.127686
	Iteration 55Q: 3 clusters Score -1569361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1569366.250000 Penalty: 2861.127686
	Iteration 56Q: 3 clusters Score -1569366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1569373.500000 Penalty: 2861.127686
	Iteration 57Q: 3 clusters Score -1569374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1569374.125000 Penalty: 2861.127686
	Iteration 58Q: 3 clusters Score -1569374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1569373.000000 Penalty: 2861.127686
	Iteration 59Q: 3 clusters Score -1569373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1569375.125000 Penalty: 2861.127686
	Iteration 60F: 3 clusters Score -1569375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (4391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Entering Unmasked Estep 
Score: -426825.218750 Penalty: 1248.031982
	Iteration 0F: 2 clusters Score -426825.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -423521.250000 Penalty: 2496.063965
	Iteration 0F: 3 clusters Score -423521.2 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -424451.562500 Penalty: 2496.063965
	Iteration 1F: 3 clusters Score -424451.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -424602.562500 Penalty: 2496.063965
	Iteration 2F: 3 clusters Score -424602.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -424690.875000 Penalty: 2496.063965
	Iteration 3Q: 3 clusters Score -424690.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -424747.906250 Penalty: 2496.063965
	Iteration 4Q: 3 clusters Score -424747.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -424790.843750 Penalty: 2496.063965
	Iteration 5Q: 3 clusters Score -424790.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -424834.562500 Penalty: 2496.063965
	Iteration 6Q: 3 clusters Score -424834.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -424865.343750 Penalty: 2496.063965
	Iteration 7Q: 3 clusters Score -424865.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -424889.406250 Penalty: 2496.063965
	Iteration 8Q: 3 clusters Score -424889.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -424907.812500 Penalty: 2496.063965
	Iteration 9Q: 3 clusters Score -424907.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -424929.281250 Penalty: 2496.063965
	Iteration 10Q: 3 clusters Score -424929.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -424952.406250 Penalty: 2496.063965
	Iteration 11Q: 3 clusters Score -424952.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -424976.187500 Penalty: 2496.063965
	Iteration 12Q: 3 clusters Score -424976.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -424992.875000 Penalty: 2496.063965
	Iteration 13Q: 3 clusters Score -424992.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -425004.906250 Penalty: 2496.063965
	Iteration 14Q: 3 clusters Score -425004.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -425013.500000 Penalty: 2496.063965
	Iteration 15Q: 3 clusters Score -425013.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -425021.187500 Penalty: 2496.063965
	Iteration 16Q: 3 clusters Score -425021.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -425029.218750 Penalty: 2496.063965
	Iteration 17Q: 3 clusters Score -425029.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -425036.218750 Penalty: 2496.063965
	Iteration 18Q: 3 clusters Score -425036.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -425045.625000 Penalty: 2496.063965
	Iteration 19Q: 3 clusters Score -425045.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -425054.281250 Penalty: 2496.063965
	Iteration 20F: 3 clusters Score -425054.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -425065.843750 Penalty: 2496.063965
	Iteration 21Q: 3 clusters Score -425065.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -425073.562500 Penalty: 2496.063965
	Iteration 22Q: 3 clusters Score -425073.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -425084.000000 Penalty: 2496.063965
	Iteration 23Q: 3 clusters Score -425084 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -425093.968750 Penalty: 2496.063965
	Iteration 24Q: 3 clusters Score -425094 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -425104.718750 Penalty: 2496.063965
	Iteration 25Q: 3 clusters Score -425104.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -425116.187500 Penalty: 2496.063965
	Iteration 26Q: 3 clusters Score -425116.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -425128.656250 Penalty: 2496.063965
	Iteration 27Q: 3 clusters Score -425128.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -425142.187500 Penalty: 2496.063965
	Iteration 28Q: 3 clusters Score -425142.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -425157.500000 Penalty: 2496.063965
	Iteration 29Q: 3 clusters Score -425157.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -425178.500000 Penalty: 2496.063965
	Iteration 30Q: 3 clusters Score -425178.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -425201.625000 Penalty: 2496.063965
	Iteration 31Q: 3 clusters Score -425201.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -425232.125000 Penalty: 2496.063965
	Iteration 32Q: 3 clusters Score -425232.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -425259.875000 Penalty: 2496.063965
	Iteration 33Q: 3 clusters Score -425259.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -425283.375000 Penalty: 2496.063965
	Iteration 34Q: 3 clusters Score -425283.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -425306.937500 Penalty: 2496.063965
	Iteration 35Q: 3 clusters Score -425306.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -425333.156250 Penalty: 2496.063965
	Iteration 36Q: 3 clusters Score -425333.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -425354.875000 Penalty: 2496.063965
	Iteration 37Q: 3 clusters Score -425354.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -425377.812500 Penalty: 2496.063965
	Iteration 38Q: 3 clusters Score -425377.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -425394.906250 Penalty: 2496.063965
	Iteration 39Q: 3 clusters Score -425394.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -425413.968750 Penalty: 2496.063965
	Iteration 40F: 3 clusters Score -425414 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -425438.437500 Penalty: 2496.063965
	Iteration 41Q: 3 clusters Score -425438.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -425463.687500 Penalty: 2496.063965
	Iteration 42Q: 3 clusters Score -425463.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -425493.812500 Penalty: 2496.063965
	Iteration 43Q: 3 clusters Score -425493.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -425526.625000 Penalty: 2496.063965
	Iteration 44Q: 3 clusters Score -425526.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -425552.250000 Penalty: 2496.063965
	Iteration 45Q: 3 clusters Score -425552.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -425576.593750 Penalty: 2496.063965
	Iteration 46Q: 3 clusters Score -425576.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -425597.375000 Penalty: 2496.063965
	Iteration 47Q: 3 clusters Score -425597.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -425617.937500 Penalty: 2496.063965
	Iteration 48Q: 3 clusters Score -425617.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -425636.937500 Penalty: 2496.063965
	Iteration 49Q: 3 clusters Score -425636.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -425652.812500 Penalty: 2496.063965
	Iteration 50Q: 3 clusters Score -425652.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -425668.187500 Penalty: 2496.063965
	Iteration 51Q: 3 clusters Score -425668.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -425691.343750 Penalty: 2496.063965
	Iteration 52Q: 3 clusters Score -425691.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -425712.937500 Penalty: 2496.063965
	Iteration 53Q: 3 clusters Score -425712.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -425735.875000 Penalty: 2496.063965
	Iteration 54Q: 3 clusters Score -425735.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -425746.593750 Penalty: 2496.063965
	Iteration 55Q: 3 clusters Score -425746.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -425761.468750 Penalty: 2496.063965
	Iteration 56Q: 3 clusters Score -425761.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -425771.406250 Penalty: 2496.063965
	Iteration 57Q: 3 clusters Score -425771.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -425781.156250 Penalty: 2496.063965
	Iteration 58Q: 3 clusters Score -425781.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -425789.937500 Penalty: 2496.063965
	Iteration 59Q: 3 clusters Score -425789.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -425792.937500 Penalty: 2496.063965
	Iteration 60F: 3 clusters Score -425792.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -425798.093750 Penalty: 2496.063965
	Iteration 61Q: 3 clusters Score -425798.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -425802.843750 Penalty: 2496.063965
	Iteration 62Q: 3 clusters Score -425802.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -425803.906250 Penalty: 2496.063965
	Iteration 63Q: 3 clusters Score -425803.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -425804.125000 Penalty: 2496.063965
	Iteration 64Q: 3 clusters Score -425804.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -425805.656250 Penalty: 2496.063965
	Iteration 65Q: 3 clusters Score -425805.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -425807.531250 Penalty: 2496.063965
	Iteration 66Q: 3 clusters Score -425807.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -425810.031250 Penalty: 2496.063965
	Iteration 67Q: 3 clusters Score -425810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -425811.468750 Penalty: 2496.063965
	Iteration 68Q: 3 clusters Score -425811.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -425813.187500 Penalty: 2496.063965
	Iteration 69Q: 3 clusters Score -425813.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -425820.375000 Penalty: 2496.063965
	Iteration 70Q: 3 clusters Score -425820.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -425825.062500 Penalty: 2496.063965
	Iteration 71Q: 3 clusters Score -425825.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -425826.375000 Penalty: 2496.063965
	Iteration 72Q: 3 clusters Score -425826.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -425829.531250 Penalty: 2496.063965
	Iteration 73Q: 3 clusters Score -425829.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -425831.156250 Penalty: 2496.063965
	Iteration 74Q: 3 clusters Score -425831.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -425832.625000 Penalty: 2496.063965
	Iteration 75Q: 3 clusters Score -425832.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -425834.906250 Penalty: 2496.063965
	Iteration 76Q: 3 clusters Score -425834.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -425837.343750 Penalty: 2496.063965
	Iteration 77Q: 3 clusters Score -425837.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -425840.937500 Penalty: 2496.063965
	Iteration 78Q: 3 clusters Score -425840.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -425844.968750 Penalty: 2496.063965
	Iteration 79Q: 3 clusters Score -425845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -425848.562500 Penalty: 2496.063965
	Iteration 80F: 3 clusters Score -425848.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -425850.656250 Penalty: 2496.063965
	Iteration 81Q: 3 clusters Score -425850.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -425851.250000 Penalty: 2496.063965
	Iteration 82Q: 3 clusters Score -425851.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -425852.968750 Penalty: 2496.063965
	Iteration 83Q: 3 clusters Score -425853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -425854.687500 Penalty: 2496.063965
	Iteration 84Q: 3 clusters Score -425854.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -425854.843750 Penalty: 2496.063965
	Iteration 85Q: 3 clusters Score -425854.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -425854.843750 Penalty: 2496.063965
	Iteration 86F: 3 clusters Score -425854.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (2208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Entering Unmasked Estep 
Score: -205426.000000 Penalty: 1145.736572
	Iteration 0F: 2 clusters Score -205426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -203457.296875 Penalty: 2291.473145
	Iteration 0F: 3 clusters Score -203457.3 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -204034.062500 Penalty: 2291.473145
	Iteration 1F: 3 clusters Score -204034.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -204222.484375 Penalty: 2291.473145
	Iteration 2F: 3 clusters Score -204222.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -204332.062500 Penalty: 2291.473145
	Iteration 3F: 3 clusters Score -204332.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -204392.906250 Penalty: 2291.473145
	Iteration 4Q: 3 clusters Score -204392.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -204415.265625 Penalty: 2291.473145
	Iteration 5Q: 3 clusters Score -204415.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -204428.906250 Penalty: 2291.473145
	Iteration 6Q: 3 clusters Score -204428.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -204447.281250 Penalty: 2291.473145
	Iteration 7Q: 3 clusters Score -204447.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -204460.203125 Penalty: 2291.473145
	Iteration 8Q: 3 clusters Score -204460.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -204471.171875 Penalty: 2291.473145
	Iteration 9Q: 3 clusters Score -204471.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -204476.937500 Penalty: 2291.473145
	Iteration 10Q: 3 clusters Score -204476.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -204483.843750 Penalty: 2291.473145
	Iteration 11Q: 3 clusters Score -204483.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -204487.718750 Penalty: 2291.473145
	Iteration 12Q: 3 clusters Score -204487.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -204489.328125 Penalty: 2291.473145
	Iteration 13Q: 3 clusters Score -204489.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -204490.859375 Penalty: 2291.473145
	Iteration 14Q: 3 clusters Score -204490.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -204491.921875 Penalty: 2291.473145
	Iteration 15Q: 3 clusters Score -204491.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -204494.468750 Penalty: 2291.473145
	Iteration 16Q: 3 clusters Score -204494.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -204495.078125 Penalty: 2291.473145
	Iteration 17Q: 3 clusters Score -204495.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -204495.468750 Penalty: 2291.473145
	Iteration 18Q: 3 clusters Score -204495.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -204495.468750 Penalty: 2291.473145
	Iteration 19F: 3 clusters Score -204495.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Entering Unmasked Estep 
Score: -165626.687500 Penalty: 1099.750854
	Iteration 0F: 2 clusters Score -165626.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -164002.890625 Penalty: 2199.501709
	Iteration 0F: 3 clusters Score -164002.9 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -164358.187500 Penalty: 2199.501709
	Iteration 1F: 3 clusters Score -164358.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -164461.640625 Penalty: 2199.501709
	Iteration 2F: 3 clusters Score -164461.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -164530.000000 Penalty: 2199.501709
	Iteration 3Q: 3 clusters Score -164530 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -164562.890625 Penalty: 2199.501709
	Iteration 4Q: 3 clusters Score -164562.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -164579.046875 Penalty: 2199.501709
	Iteration 5Q: 3 clusters Score -164579 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -164589.718750 Penalty: 2199.501709
	Iteration 6Q: 3 clusters Score -164589.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -164603.015625 Penalty: 2199.501709
	Iteration 7Q: 3 clusters Score -164603 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -164612.140625 Penalty: 2199.501709
	Iteration 8Q: 3 clusters Score -164612.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -164623.578125 Penalty: 2199.501709
	Iteration 9Q: 3 clusters Score -164623.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -164641.140625 Penalty: 2199.501709
	Iteration 10Q: 3 clusters Score -164641.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -164647.875000 Penalty: 2199.501709
	Iteration 11Q: 3 clusters Score -164647.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -164651.765625 Penalty: 2199.501709
	Iteration 12Q: 3 clusters Score -164651.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -164654.937500 Penalty: 2199.501709
	Iteration 13Q: 3 clusters Score -164654.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -164662.984375 Penalty: 2199.501709
	Iteration 14Q: 3 clusters Score -164663 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -164670.875000 Penalty: 2199.501709
	Iteration 15Q: 3 clusters Score -164670.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -164674.640625 Penalty: 2199.501709
	Iteration 16Q: 3 clusters Score -164674.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -164675.437500 Penalty: 2199.501709
	Iteration 17Q: 3 clusters Score -164675.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -164675.843750 Penalty: 2199.501709
	Iteration 18Q: 3 clusters Score -164675.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -164675.843750 Penalty: 2199.501709
	Iteration 19F: 3 clusters Score -164675.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (11620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Entering Unmasked Estep 
Score: -1221582.125000 Penalty: 1392.839966
	Iteration 0F: 2 clusters Score -1221582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1213895.000000 Penalty: 2785.679932
	Iteration 0F: 3 clusters Score -1213895 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1216422.375000 Penalty: 2785.679932
	Iteration 1F: 3 clusters Score -1216422 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1216691.000000 Penalty: 2785.679932
	Iteration 2F: 3 clusters Score -1216691 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1216899.125000 Penalty: 2785.679932
	Iteration 3Q: 3 clusters Score -1216899 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1217073.250000 Penalty: 2785.679932
	Iteration 4Q: 3 clusters Score -1217073 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1217275.125000 Penalty: 2785.679932
	Iteration 5Q: 3 clusters Score -1217275 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1217515.000000 Penalty: 2785.679932
	Iteration 6Q: 3 clusters Score -1217515 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1217805.250000 Penalty: 2785.679932
	Iteration 7Q: 3 clusters Score -1217805 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1218115.375000 Penalty: 2785.679932
	Iteration 8Q: 3 clusters Score -1218115 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1218436.250000 Penalty: 2785.679932
	Iteration 9Q: 3 clusters Score -1218436 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1218756.625000 Penalty: 2785.679932
	Iteration 10Q: 3 clusters Score -1218757 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1218986.000000 Penalty: 2785.679932
	Iteration 11Q: 3 clusters Score -1218986 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1219172.000000 Penalty: 2785.679932
	Iteration 12Q: 3 clusters Score -1219172 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1219339.375000 Penalty: 2785.679932
	Iteration 13Q: 3 clusters Score -1219339 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1219460.375000 Penalty: 2785.679932
	Iteration 14Q: 3 clusters Score -1219460 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1219554.750000 Penalty: 2785.679932
	Iteration 15Q: 3 clusters Score -1219555 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1219627.250000 Penalty: 2785.679932
	Iteration 16Q: 3 clusters Score -1219627 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1219693.000000 Penalty: 2785.679932
	Iteration 17Q: 3 clusters Score -1219693 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1219747.750000 Penalty: 2785.679932
	Iteration 18Q: 3 clusters Score -1219748 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1219797.625000 Penalty: 2785.679932
	Iteration 19Q: 3 clusters Score -1219798 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1219849.875000 Penalty: 2785.679932
	Iteration 20F: 3 clusters Score -1219850 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1219893.875000 Penalty: 2785.679932
	Iteration 21Q: 3 clusters Score -1219894 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1219944.250000 Penalty: 2785.679932
	Iteration 22Q: 3 clusters Score -1219944 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1219983.250000 Penalty: 2785.679932
	Iteration 23Q: 3 clusters Score -1219983 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1220015.750000 Penalty: 2785.679932
	Iteration 24Q: 3 clusters Score -1220016 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1220051.625000 Penalty: 2785.679932
	Iteration 25Q: 3 clusters Score -1220052 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1220087.375000 Penalty: 2785.679932
	Iteration 26Q: 3 clusters Score -1220087 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1220115.125000 Penalty: 2785.679932
	Iteration 27Q: 3 clusters Score -1220115 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1220142.625000 Penalty: 2785.679932
	Iteration 28Q: 3 clusters Score -1220143 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1220168.750000 Penalty: 2785.679932
	Iteration 29Q: 3 clusters Score -1220169 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1220197.125000 Penalty: 2785.679932
	Iteration 30Q: 3 clusters Score -1220197 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1220232.000000 Penalty: 2785.679932
	Iteration 31Q: 3 clusters Score -1220232 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1220260.875000 Penalty: 2785.679932
	Iteration 32Q: 3 clusters Score -1220261 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1220297.125000 Penalty: 2785.679932
	Iteration 33Q: 3 clusters Score -1220297 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1220323.750000 Penalty: 2785.679932
	Iteration 34Q: 3 clusters Score -1220324 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1220343.000000 Penalty: 2785.679932
	Iteration 35Q: 3 clusters Score -1220343 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1220358.000000 Penalty: 2785.679932
	Iteration 36Q: 3 clusters Score -1220358 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1220372.375000 Penalty: 2785.679932
	Iteration 37Q: 3 clusters Score -1220372 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1220386.875000 Penalty: 2785.679932
	Iteration 38Q: 3 clusters Score -1220387 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1220403.375000 Penalty: 2785.679932
	Iteration 39Q: 3 clusters Score -1220403 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1220409.000000 Penalty: 2785.679932
	Iteration 40F: 3 clusters Score -1220409 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1220422.875000 Penalty: 2785.679932
	Iteration 41Q: 3 clusters Score -1220423 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1220436.625000 Penalty: 2785.679932
	Iteration 42Q: 3 clusters Score -1220437 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1220448.125000 Penalty: 2785.679932
	Iteration 43Q: 3 clusters Score -1220448 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1220459.250000 Penalty: 2785.679932
	Iteration 44Q: 3 clusters Score -1220459 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1220465.750000 Penalty: 2785.679932
	Iteration 45Q: 3 clusters Score -1220466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1220480.250000 Penalty: 2785.679932
	Iteration 46Q: 3 clusters Score -1220480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1220484.750000 Penalty: 2785.679932
	Iteration 47Q: 3 clusters Score -1220485 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1220496.500000 Penalty: 2785.679932
	Iteration 48Q: 3 clusters Score -1220496 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1220509.250000 Penalty: 2785.679932
	Iteration 49Q: 3 clusters Score -1220509 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1220518.000000 Penalty: 2785.679932
	Iteration 50Q: 3 clusters Score -1220518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1220525.500000 Penalty: 2785.679932
	Iteration 51Q: 3 clusters Score -1220526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1220535.000000 Penalty: 2785.679932
	Iteration 52Q: 3 clusters Score -1220535 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1220548.875000 Penalty: 2785.679932
	Iteration 53Q: 3 clusters Score -1220549 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1220562.000000 Penalty: 2785.679932
	Iteration 54Q: 3 clusters Score -1220562 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1220575.500000 Penalty: 2785.679932
	Iteration 55Q: 3 clusters Score -1220576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1220581.625000 Penalty: 2785.679932
	Iteration 56Q: 3 clusters Score -1220582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1220588.500000 Penalty: 2785.679932
	Iteration 57Q: 3 clusters Score -1220588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1220593.125000 Penalty: 2785.679932
	Iteration 58Q: 3 clusters Score -1220593 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1220602.625000 Penalty: 2785.679932
	Iteration 59Q: 3 clusters Score -1220603 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1220611.625000 Penalty: 2785.679932
	Iteration 60F: 3 clusters Score -1220612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1220614.875000 Penalty: 2785.679932
	Iteration 61Q: 3 clusters Score -1220615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1220617.625000 Penalty: 2785.679932
	Iteration 62Q: 3 clusters Score -1220618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1220619.125000 Penalty: 2785.679932
	Iteration 63Q: 3 clusters Score -1220619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1220619.125000 Penalty: 2785.679932
	Iteration 64Q: 3 clusters Score -1220619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1220618.750000 Penalty: 2785.679932
	Iteration 65Q: 3 clusters Score -1220619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1220623.750000 Penalty: 2785.679932
	Iteration 66Q: 3 clusters Score -1220624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1220624.250000 Penalty: 2785.679932
	Iteration 67Q: 3 clusters Score -1220624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1220622.875000 Penalty: 2785.679932
	Iteration 68Q: 3 clusters Score -1220623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1220622.875000 Penalty: 2785.679932
	Iteration 69F: 3 clusters Score -1220623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Entering Unmasked Estep 
Score: -19282.394531 Penalty: 814.897766
	Iteration 0F: 2 clusters Score -19282.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -18761.800781 Penalty: 1629.795532
	Iteration 0F: 3 clusters Score -18761.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -18887.804688 Penalty: 1629.795532
	Iteration 1F: 3 clusters Score -18887.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -18936.458984 Penalty: 1629.795532
	Iteration 2F: 3 clusters Score -18936.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -18973.492188 Penalty: 1629.795532
	Iteration 3Q: 3 clusters Score -18973.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -19001.875000 Penalty: 1629.795532
	Iteration 4Q: 3 clusters Score -19001.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -19006.917969 Penalty: 1629.795532
	Iteration 5Q: 3 clusters Score -19006.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -19012.179688 Penalty: 1629.795532
	Iteration 6Q: 3 clusters Score -19012.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -19020.382812 Penalty: 1629.795532
	Iteration 7Q: 3 clusters Score -19020.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -19032.074219 Penalty: 1629.795532
	Iteration 8Q: 3 clusters Score -19032.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -19044.505859 Penalty: 1629.795532
	Iteration 9Q: 3 clusters Score -19044.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -19058.556641 Penalty: 1629.795532
	Iteration 10Q: 3 clusters Score -19058.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -19074.857422 Penalty: 1629.795532
	Iteration 11Q: 3 clusters Score -19074.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -19079.650391 Penalty: 1629.795532
	Iteration 12Q: 3 clusters Score -19079.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -19079.650391 Penalty: 1629.795532
	Iteration 13F: 3 clusters Score -19079.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (3997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Entering Unmasked Estep 
Score: -369835.000000 Penalty: 1234.042969
	Iteration 0F: 2 clusters Score -369835 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -366835.625000 Penalty: 2468.085938
	Iteration 0F: 3 clusters Score -366835.6 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -367689.500000 Penalty: 2468.085938
	Iteration 1F: 3 clusters Score -367689.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -367898.312500 Penalty: 2468.085938
	Iteration 2F: 3 clusters Score -367898.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -368054.812500 Penalty: 2468.085938
	Iteration 3F: 3 clusters Score -368054.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -368172.937500 Penalty: 2468.085938
	Iteration 4Q: 3 clusters Score -368172.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -368243.562500 Penalty: 2468.085938
	Iteration 5Q: 3 clusters Score -368243.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -368315.937500 Penalty: 2468.085938
	Iteration 6Q: 3 clusters Score -368315.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -368382.562500 Penalty: 2468.085938
	Iteration 7Q: 3 clusters Score -368382.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -368438.156250 Penalty: 2468.085938
	Iteration 8Q: 3 clusters Score -368438.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -368487.812500 Penalty: 2468.085938
	Iteration 9Q: 3 clusters Score -368487.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -368531.718750 Penalty: 2468.085938
	Iteration 10Q: 3 clusters Score -368531.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -368571.875000 Penalty: 2468.085938
	Iteration 11Q: 3 clusters Score -368571.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -368609.218750 Penalty: 2468.085938
	Iteration 12Q: 3 clusters Score -368609.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -368647.625000 Penalty: 2468.085938
	Iteration 13Q: 3 clusters Score -368647.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -368668.468750 Penalty: 2468.085938
	Iteration 14Q: 3 clusters Score -368668.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -368687.375000 Penalty: 2468.085938
	Iteration 15Q: 3 clusters Score -368687.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -368706.937500 Penalty: 2468.085938
	Iteration 16Q: 3 clusters Score -368706.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -368728.500000 Penalty: 2468.085938
	Iteration 17Q: 3 clusters Score -368728.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -368745.187500 Penalty: 2468.085938
	Iteration 18Q: 3 clusters Score -368745.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -368759.343750 Penalty: 2468.085938
	Iteration 19Q: 3 clusters Score -368759.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -368771.093750 Penalty: 2468.085938
	Iteration 20F: 3 clusters Score -368771.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -368781.812500 Penalty: 2468.085938
	Iteration 21Q: 3 clusters Score -368781.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -368788.625000 Penalty: 2468.085938
	Iteration 22Q: 3 clusters Score -368788.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -368792.218750 Penalty: 2468.085938
	Iteration 23Q: 3 clusters Score -368792.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -368796.062500 Penalty: 2468.085938
	Iteration 24Q: 3 clusters Score -368796.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -368799.625000 Penalty: 2468.085938
	Iteration 25Q: 3 clusters Score -368799.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -368803.000000 Penalty: 2468.085938
	Iteration 26Q: 3 clusters Score -368803 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -368807.250000 Penalty: 2468.085938
	Iteration 27Q: 3 clusters Score -368807.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -368809.937500 Penalty: 2468.085938
	Iteration 28Q: 3 clusters Score -368809.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -368810.406250 Penalty: 2468.085938
	Iteration 29Q: 3 clusters Score -368810.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -368812.406250 Penalty: 2468.085938
	Iteration 30Q: 3 clusters Score -368812.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -368814.375000 Penalty: 2468.085938
	Iteration 31Q: 3 clusters Score -368814.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -368815.937500 Penalty: 2468.085938
	Iteration 32Q: 3 clusters Score -368815.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -368817.406250 Penalty: 2468.085938
	Iteration 33Q: 3 clusters Score -368817.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -368817.468750 Penalty: 2468.085938
	Iteration 34Q: 3 clusters Score -368817.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -368819.687500 Penalty: 2468.085938
	Iteration 35Q: 3 clusters Score -368819.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -368821.218750 Penalty: 2468.085938
	Iteration 36Q: 3 clusters Score -368821.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -368824.500000 Penalty: 2468.085938
	Iteration 37Q: 3 clusters Score -368824.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -368827.156250 Penalty: 2468.085938
	Iteration 38Q: 3 clusters Score -368827.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -368831.218750 Penalty: 2468.085938
	Iteration 39Q: 3 clusters Score -368831.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -368833.937500 Penalty: 2468.085938
	Iteration 40F: 3 clusters Score -368833.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -368838.468750 Penalty: 2468.085938
	Iteration 41Q: 3 clusters Score -368838.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -368844.062500 Penalty: 2468.085938
	Iteration 42Q: 3 clusters Score -368844.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -368847.843750 Penalty: 2468.085938
	Iteration 43Q: 3 clusters Score -368847.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -368850.906250 Penalty: 2468.085938
	Iteration 44Q: 3 clusters Score -368850.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -368854.656250 Penalty: 2468.085938
	Iteration 45Q: 3 clusters Score -368854.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -368856.156250 Penalty: 2468.085938
	Iteration 46Q: 3 clusters Score -368856.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -368859.281250 Penalty: 2468.085938
	Iteration 47Q: 3 clusters Score -368859.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -368861.312500 Penalty: 2468.085938
	Iteration 48Q: 3 clusters Score -368861.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -368863.250000 Penalty: 2468.085938
	Iteration 49Q: 3 clusters Score -368863.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -368863.687500 Penalty: 2468.085938
	Iteration 50Q: 3 clusters Score -368863.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -368864.531250 Penalty: 2468.085938
	Iteration 51Q: 3 clusters Score -368864.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -368865.437500 Penalty: 2468.085938
	Iteration 52Q: 3 clusters Score -368865.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -368865.281250 Penalty: 2468.085938
	Iteration 53Q: 3 clusters Score -368865.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -368865.281250 Penalty: 2468.085938
	Iteration 54F: 3 clusters Score -368865.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 56046 members 
Mstep: Class 2 contains 703 members 
Mstep: Class 3 contains 49778 members 
Mstep: Class 4 contains 10527 members 
Mstep: Class 5 contains 111415 members 
Mstep: Class 6 contains 36969 members 
Mstep: Class 7 contains 36578 members 
Mstep: Class 8 contains 3877 members 
Mstep: Class 9 contains 10437 members 
Mstep: Class 10 contains 12215 members 
Mstep: Class 11 contains 7139 members 
Mstep: Class 12 contains 24516 members 
Mstep: Class 13 contains 4002 members 
Mstep: Class 14 contains 4516 members 
Mstep: Class 15 contains 2825 members 
Mstep: Class 16 contains 37813 members 
Mstep: Class 17 contains 35592 members 
Mstep: Class 18 contains 11098 members 
Mstep: Class 19 contains 7320 members 
Mstep: Class 20 contains 1361 members 
Mstep: Class 21 contains 36611 members 
Mstep: Class 22 contains 5509 members 
Mstep: Class 23 contains 4473 members 
Mstep: Class 24 contains 6402 members 
Mstep: Class 25 contains 14675 members 
Mstep: Class 26 contains 3690 members 
Mstep: Class 27 contains 18430 members 
Mstep: Class 28 contains 10129 members 
Mstep: Class 29 contains 15024 members 
Mstep: Class 30 contains 16104 members 
Mstep: Class 31 contains 9398 members 
Mstep: Class 32 contains 106034 members 
Mstep: Class 33 contains 17955 members 
Mstep: Class 34 contains 8873 members 
Mstep: Class 35 contains 36258 members 
Mstep: Class 36 contains 2275 members 
Mstep: Class 37 contains 37496 members 
Mstep: Class 38 contains 14770 members 
Mstep: Class 39 contains 17519 members 
Mstep: Class 40 contains 5799 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 7970 members 
Mstep: Class 43 contains 14973 members 
Mstep: Class 44 contains 4391 members 
Mstep: Class 45 contains 2208 members 
Mstep: Class 46 contains 1621 members 
Mstep: Class 47 contains 11620 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 3997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88125112.000000 Penalty: 99961.906250
Iteration 159Q: 50 clusters Score -8.812511e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 56044 members 
Mstep: Class 2 contains 703 members 
Mstep: Class 3 contains 49770 members 
Mstep: Class 4 contains 10530 members 
Mstep: Class 5 contains 111382 members 
Mstep: Class 6 contains 37004 members 
Mstep: Class 7 contains 36574 members 
Mstep: Class 8 contains 3876 members 
Mstep: Class 9 contains 10437 members 
Mstep: Class 10 contains 12209 members 
Mstep: Class 11 contains 7138 members 
Mstep: Class 12 contains 24514 members 
Mstep: Class 13 contains 4002 members 
Mstep: Class 14 contains 4522 members 
Mstep: Class 15 contains 2828 members 
Mstep: Class 16 contains 37813 members 
Mstep: Class 17 contains 35576 members 
Mstep: Class 18 contains 11097 members 
Mstep: Class 19 contains 7310 members 
Mstep: Class 20 contains 1364 members 
Mstep: Class 21 contains 36609 members 
Mstep: Class 22 contains 5519 members 
Mstep: Class 23 contains 4474 members 
Mstep: Class 24 contains 6402 members 
Mstep: Class 25 contains 14676 members 
Mstep: Class 26 contains 3691 members 
Mstep: Class 27 contains 18430 members 
Mstep: Class 28 contains 10114 members 
Mstep: Class 29 contains 15031 members 
Mstep: Class 30 contains 16106 members 
Mstep: Class 31 contains 9387 members 
Mstep: Class 32 contains 106033 members 
Mstep: Class 33 contains 17953 members 
Mstep: Class 34 contains 8873 members 
Mstep: Class 35 contains 36267 members 
Mstep: Class 36 contains 2275 members 
Mstep: Class 37 contains 37498 members 
Mstep: Class 38 contains 14778 members 
Mstep: Class 39 contains 17519 members 
Mstep: Class 40 contains 5809 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 7969 members 
Mstep: Class 43 contains 14978 members 
Mstep: Class 44 contains 4398 members 
Mstep: Class 45 contains 2209 members 
Mstep: Class 46 contains 1621 members 
Mstep: Class 47 contains 11620 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 3999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88125184.000000 Penalty: 99961.906250
Iteration 160F: 50 clusters Score -8.812518e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 56031 members 
Mstep: Class 2 contains 703 members 
Mstep: Class 3 contains 49765 members 
Mstep: Class 4 contains 10530 members 
Mstep: Class 5 contains 111333 members 
Mstep: Class 6 contains 37031 members 
Mstep: Class 7 contains 36578 members 
Mstep: Class 8 contains 3874 members 
Mstep: Class 9 contains 10437 members 
Mstep: Class 10 contains 12208 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 24511 members 
Mstep: Class 13 contains 4002 members 
Mstep: Class 14 contains 4523 members 
Mstep: Class 15 contains 2831 members 
Mstep: Class 16 contains 37817 members 
Mstep: Class 17 contains 35558 members 
Mstep: Class 18 contains 11099 members 
Mstep: Class 19 contains 7302 members 
Mstep: Class 20 contains 1365 members 
Mstep: Class 21 contains 36614 members 
Mstep: Class 22 contains 5519 members 
Mstep: Class 23 contains 4475 members 
Mstep: Class 24 contains 6402 members 
Mstep: Class 25 contains 14676 members 
Mstep: Class 26 contains 3691 members 
Mstep: Class 27 contains 18432 members 
Mstep: Class 28 contains 10100 members 
Mstep: Class 29 contains 15035 members 
Mstep: Class 30 contains 16105 members 
Mstep: Class 31 contains 9378 members 
Mstep: Class 32 contains 106058 members 
Mstep: Class 33 contains 17953 members 
Mstep: Class 34 contains 8872 members 
Mstep: Class 35 contains 36276 members 
Mstep: Class 36 contains 2275 members 
Mstep: Class 37 contains 37499 members 
Mstep: Class 38 contains 14783 members 
Mstep: Class 39 contains 17520 members 
Mstep: Class 40 contains 5819 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 7973 members 
Mstep: Class 43 contains 14980 members 
Mstep: Class 44 contains 4412 members 
Mstep: Class 45 contains 2209 members 
Mstep: Class 46 contains 1619 members 
Mstep: Class 47 contains 11620 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 4001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88125256.000000 Penalty: 99961.906250
Iteration 161Q: 50 clusters Score -8.812526e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 56020 members 
Mstep: Class 2 contains 703 members 
Mstep: Class 3 contains 49761 members 
Mstep: Class 4 contains 10531 members 
Mstep: Class 5 contains 111294 members 
Mstep: Class 6 contains 37052 members 
Mstep: Class 7 contains 36586 members 
Mstep: Class 8 contains 3872 members 
Mstep: Class 9 contains 10438 members 
Mstep: Class 10 contains 12210 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 24510 members 
Mstep: Class 13 contains 4002 members 
Mstep: Class 14 contains 4526 members 
Mstep: Class 15 contains 2833 members 
Mstep: Class 16 contains 37819 members 
Mstep: Class 17 contains 35536 members 
Mstep: Class 18 contains 11101 members 
Mstep: Class 19 contains 7301 members 
Mstep: Class 20 contains 1365 members 
Mstep: Class 21 contains 36617 members 
Mstep: Class 22 contains 5523 members 
Mstep: Class 23 contains 4473 members 
Mstep: Class 24 contains 6402 members 
Mstep: Class 25 contains 14676 members 
Mstep: Class 26 contains 3690 members 
Mstep: Class 27 contains 18441 members 
Mstep: Class 28 contains 10082 members 
Mstep: Class 29 contains 15038 members 
Mstep: Class 30 contains 16105 members 
Mstep: Class 31 contains 9372 members 
Mstep: Class 32 contains 106067 members 
Mstep: Class 33 contains 17954 members 
Mstep: Class 34 contains 8871 members 
Mstep: Class 35 contains 36286 members 
Mstep: Class 36 contains 2277 members 
Mstep: Class 37 contains 37499 members 
Mstep: Class 38 contains 14788 members 
Mstep: Class 39 contains 17520 members 
Mstep: Class 40 contains 5825 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 7977 members 
Mstep: Class 43 contains 14981 members 
Mstep: Class 44 contains 4418 members 
Mstep: Class 45 contains 2208 members 
Mstep: Class 46 contains 1620 members 
Mstep: Class 47 contains 11620 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 4004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88125232.000000 Penalty: 99961.906250
Iteration 162Q: 50 clusters Score -8.812523e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 56008 members 
Mstep: Class 2 contains 703 members 
Mstep: Class 3 contains 49755 members 
Mstep: Class 4 contains 10530 members 
Mstep: Class 5 contains 111258 members 
Mstep: Class 6 contains 37076 members 
Mstep: Class 7 contains 36582 members 
Mstep: Class 8 contains 3871 members 
Mstep: Class 9 contains 10438 members 
Mstep: Class 10 contains 12212 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 24510 members 
Mstep: Class 13 contains 4002 members 
Mstep: Class 14 contains 4527 members 
Mstep: Class 15 contains 2834 members 
Mstep: Class 16 contains 37821 members 
Mstep: Class 17 contains 35520 members 
Mstep: Class 18 contains 11101 members 
Mstep: Class 19 contains 7305 members 
Mstep: Class 20 contains 1365 members 
Mstep: Class 21 contains 36621 members 
Mstep: Class 22 contains 5525 members 
Mstep: Class 23 contains 4474 members 
Mstep: Class 24 contains 6402 members 
Mstep: Class 25 contains 14677 members 
Mstep: Class 26 contains 3688 members 
Mstep: Class 27 contains 18444 members 
Mstep: Class 28 contains 10068 members 
Mstep: Class 29 contains 15044 members 
Mstep: Class 30 contains 16103 members 
Mstep: Class 31 contains 9366 members 
Mstep: Class 32 contains 106068 members 
Mstep: Class 33 contains 17952 members 
Mstep: Class 34 contains 8874 members 
Mstep: Class 35 contains 36298 members 
Mstep: Class 36 contains 2277 members 
Mstep: Class 37 contains 37500 members 
Mstep: Class 38 contains 14793 members 
Mstep: Class 39 contains 17521 members 
Mstep: Class 40 contains 5833 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 7986 members 
Mstep: Class 43 contains 14982 members 
Mstep: Class 44 contains 4423 members 
Mstep: Class 45 contains 2207 members 
Mstep: Class 46 contains 1620 members 
Mstep: Class 47 contains 11620 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 4010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88125152.000000 Penalty: 99961.906250
Iteration 163Q: 50 clusters Score -8.812515e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 56002 members 
Mstep: Class 2 contains 702 members 
Mstep: Class 3 contains 49747 members 
Mstep: Class 4 contains 10529 members 
Mstep: Class 5 contains 111221 members 
Mstep: Class 6 contains 37098 members 
Mstep: Class 7 contains 36585 members 
Mstep: Class 8 contains 3872 members 
Mstep: Class 9 contains 10438 members 
Mstep: Class 10 contains 12217 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 24507 members 
Mstep: Class 13 contains 4002 members 
Mstep: Class 14 contains 4526 members 
Mstep: Class 15 contains 2835 members 
Mstep: Class 16 contains 37824 members 
Mstep: Class 17 contains 35502 members 
Mstep: Class 18 contains 11102 members 
Mstep: Class 19 contains 7311 members 
Mstep: Class 20 contains 1366 members 
Mstep: Class 21 contains 36621 members 
Mstep: Class 22 contains 5533 members 
Mstep: Class 23 contains 4472 members 
Mstep: Class 24 contains 6402 members 
Mstep: Class 25 contains 14679 members 
Mstep: Class 26 contains 3687 members 
Mstep: Class 27 contains 18444 members 
Mstep: Class 28 contains 10054 members 
Mstep: Class 29 contains 15051 members 
Mstep: Class 30 contains 16101 members 
Mstep: Class 31 contains 9362 members 
Mstep: Class 32 contains 106067 members 
Mstep: Class 33 contains 17951 members 
Mstep: Class 34 contains 8879 members 
Mstep: Class 35 contains 36307 members 
Mstep: Class 36 contains 2277 members 
Mstep: Class 37 contains 37499 members 
Mstep: Class 38 contains 14796 members 
Mstep: Class 39 contains 17523 members 
Mstep: Class 40 contains 5840 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 7991 members 
Mstep: Class 43 contains 14982 members 
Mstep: Class 44 contains 4424 members 
Mstep: Class 45 contains 2207 members 
Mstep: Class 46 contains 1622 members 
Mstep: Class 47 contains 11620 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 4017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88125184.000000 Penalty: 99961.906250
Iteration 164Q: 50 clusters Score -8.812518e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 56000 members 
Mstep: Class 2 contains 702 members 
Mstep: Class 3 contains 49741 members 
Mstep: Class 4 contains 10528 members 
Mstep: Class 5 contains 111181 members 
Mstep: Class 6 contains 37129 members 
Mstep: Class 7 contains 36590 members 
Mstep: Class 8 contains 3872 members 
Mstep: Class 9 contains 10438 members 
Mstep: Class 10 contains 12219 members 
Mstep: Class 11 contains 7134 members 
Mstep: Class 12 contains 24510 members 
Mstep: Class 13 contains 4002 members 
Mstep: Class 14 contains 4526 members 
Mstep: Class 15 contains 2836 members 
Mstep: Class 16 contains 37825 members 
Mstep: Class 17 contains 35480 members 
Mstep: Class 18 contains 11100 members 
Mstep: Class 19 contains 7310 members 
Mstep: Class 20 contains 1367 members 
Mstep: Class 21 contains 36620 members 
Mstep: Class 22 contains 5533 members 
Mstep: Class 23 contains 4472 members 
Mstep: Class 24 contains 6402 members 
Mstep: Class 25 contains 14679 members 
Mstep: Class 26 contains 3687 members 
Mstep: Class 27 contains 18447 members 
Mstep: Class 28 contains 10040 members 
Mstep: Class 29 contains 15059 members 
Mstep: Class 30 contains 16100 members 
Mstep: Class 31 contains 9355 members 
Mstep: Class 32 contains 106072 members 
Mstep: Class 33 contains 17953 members 
Mstep: Class 34 contains 8879 members 
Mstep: Class 35 contains 36319 members 
Mstep: Class 36 contains 2276 members 
Mstep: Class 37 contains 37500 members 
Mstep: Class 38 contains 14801 members 
Mstep: Class 39 contains 17525 members 
Mstep: Class 40 contains 5843 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 7994 members 
Mstep: Class 43 contains 14985 members 
Mstep: Class 44 contains 4428 members 
Mstep: Class 45 contains 2208 members 
Mstep: Class 46 contains 1624 members 
Mstep: Class 47 contains 11620 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 4020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88125208.000000 Penalty: 99961.906250
Iteration 165Q: 50 clusters Score -8.812521e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 55994 members 
Mstep: Class 2 contains 702 members 
Mstep: Class 3 contains 49729 members 
Mstep: Class 4 contains 10525 members 
Mstep: Class 5 contains 111143 members 
Mstep: Class 6 contains 37160 members 
Mstep: Class 7 contains 36593 members 
Mstep: Class 8 contains 3872 members 
Mstep: Class 9 contains 10438 members 
Mstep: Class 10 contains 12219 members 
Mstep: Class 11 contains 7130 members 
Mstep: Class 12 contains 24507 members 
Mstep: Class 13 contains 4002 members 
Mstep: Class 14 contains 4530 members 
Mstep: Class 15 contains 2836 members 
Mstep: Class 16 contains 37828 members 
Mstep: Class 17 contains 35462 members 
Mstep: Class 18 contains 11098 members 
Mstep: Class 19 contains 7311 members 
Mstep: Class 20 contains 1367 members 
Mstep: Class 21 contains 36625 members 
Mstep: Class 22 contains 5535 members 
Mstep: Class 23 contains 4471 members 
Mstep: Class 24 contains 6402 members 
Mstep: Class 25 contains 14679 members 
Mstep: Class 26 contains 3688 members 
Mstep: Class 27 contains 18457 members 
Mstep: Class 28 contains 10027 members 
Mstep: Class 29 contains 15063 members 
Mstep: Class 30 contains 16100 members 
Mstep: Class 31 contains 9350 members 
Mstep: Class 32 contains 106072 members 
Mstep: Class 33 contains 17954 members 
Mstep: Class 34 contains 8879 members 
Mstep: Class 35 contains 36328 members 
Mstep: Class 36 contains 2276 members 
Mstep: Class 37 contains 37501 members 
Mstep: Class 38 contains 14808 members 
Mstep: Class 39 contains 17525 members 
Mstep: Class 40 contains 5848 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 8000 members 
Mstep: Class 43 contains 14986 members 
Mstep: Class 44 contains 4431 members 
Mstep: Class 45 contains 2209 members 
Mstep: Class 46 contains 1627 members 
Mstep: Class 47 contains 11620 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 4024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88125088.000000 Penalty: 99961.906250
Iteration 166Q: 50 clusters Score -8.812509e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 55986 members 
Mstep: Class 2 contains 702 members 
Mstep: Class 3 contains 49725 members 
Mstep: Class 4 contains 10525 members 
Mstep: Class 5 contains 111116 members 
Mstep: Class 6 contains 37177 members 
Mstep: Class 7 contains 36594 members 
Mstep: Class 8 contains 3872 members 
Mstep: Class 9 contains 10438 members 
Mstep: Class 10 contains 12225 members 
Mstep: Class 11 contains 7129 members 
Mstep: Class 12 contains 24502 members 
Mstep: Class 13 contains 4002 members 
Mstep: Class 14 contains 4531 members 
Mstep: Class 15 contains 2836 members 
Mstep: Class 16 contains 37828 members 
Mstep: Class 17 contains 35453 members 
Mstep: Class 18 contains 11099 members 
Mstep: Class 19 contains 7312 members 
Mstep: Class 20 contains 1370 members 
Mstep: Class 21 contains 36630 members 
Mstep: Class 22 contains 5541 members 
Mstep: Class 23 contains 4470 members 
Mstep: Class 24 contains 6402 members 
Mstep: Class 25 contains 14679 members 
Mstep: Class 26 contains 3688 members 
Mstep: Class 27 contains 18459 members 
Mstep: Class 28 contains 10014 members 
Mstep: Class 29 contains 15071 members 
Mstep: Class 30 contains 16100 members 
Mstep: Class 31 contains 9339 members 
Mstep: Class 32 contains 106070 members 
Mstep: Class 33 contains 17958 members 
Mstep: Class 34 contains 8879 members 
Mstep: Class 35 contains 36337 members 
Mstep: Class 36 contains 2276 members 
Mstep: Class 37 contains 37503 members 
Mstep: Class 38 contains 14809 members 
Mstep: Class 39 contains 17525 members 
Mstep: Class 40 contains 5849 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 8007 members 
Mstep: Class 43 contains 14986 members 
Mstep: Class 44 contains 4434 members 
Mstep: Class 45 contains 2210 members 
Mstep: Class 46 contains 1628 members 
Mstep: Class 47 contains 11620 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 4025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88125208.000000 Penalty: 99961.906250
Iteration 167Q: 50 clusters Score -8.812521e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 55984 members 
Mstep: Class 2 contains 702 members 
Mstep: Class 3 contains 49722 members 
Mstep: Class 4 contains 10527 members 
Mstep: Class 5 contains 111098 members 
Mstep: Class 6 contains 37189 members 
Mstep: Class 7 contains 36596 members 
Mstep: Class 8 contains 3872 members 
Mstep: Class 9 contains 10436 members 
Mstep: Class 10 contains 12231 members 
Mstep: Class 11 contains 7131 members 
Mstep: Class 12 contains 24502 members 
Mstep: Class 13 contains 4002 members 
Mstep: Class 14 contains 4530 members 
Mstep: Class 15 contains 2836 members 
Mstep: Class 16 contains 37829 members 
Mstep: Class 17 contains 35448 members 
Mstep: Class 18 contains 11100 members 
Mstep: Class 19 contains 7311 members 
Mstep: Class 20 contains 1373 members 
Mstep: Class 21 contains 36632 members 
Mstep: Class 22 contains 5546 members 
Mstep: Class 23 contains 4469 members 
Mstep: Class 24 contains 6402 members 
Mstep: Class 25 contains 14679 members 
Mstep: Class 26 contains 3687 members 
Mstep: Class 27 contains 18458 members 
Mstep: Class 28 contains 9995 members 
Mstep: Class 29 contains 15074 members 
Mstep: Class 30 contains 16101 members 
Mstep: Class 31 contains 9329 members 
Mstep: Class 32 contains 106067 members 
Mstep: Class 33 contains 17961 members 
Mstep: Class 34 contains 8879 members 
Mstep: Class 35 contains 36349 members 
Mstep: Class 36 contains 2276 members 
Mstep: Class 37 contains 37503 members 
Mstep: Class 38 contains 14809 members 
Mstep: Class 39 contains 17525 members 
Mstep: Class 40 contains 5853 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 8015 members 
Mstep: Class 43 contains 14985 members 
Mstep: Class 44 contains 4437 members 
Mstep: Class 45 contains 2210 members 
Mstep: Class 46 contains 1628 members 
Mstep: Class 47 contains 11620 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 4023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88125168.000000 Penalty: 99961.906250
Iteration 168Q: 50 clusters Score -8.812517e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 55981 members 
Mstep: Class 2 contains 702 members 
Mstep: Class 3 contains 49721 members 
Mstep: Class 4 contains 10525 members 
Mstep: Class 5 contains 111080 members 
Mstep: Class 6 contains 37206 members 
Mstep: Class 7 contains 36591 members 
Mstep: Class 8 contains 3872 members 
Mstep: Class 9 contains 10435 members 
Mstep: Class 10 contains 12239 members 
Mstep: Class 11 contains 7127 members 
Mstep: Class 12 contains 24501 members 
Mstep: Class 13 contains 4002 members 
Mstep: Class 14 contains 4535 members 
Mstep: Class 15 contains 2837 members 
Mstep: Class 16 contains 37828 members 
Mstep: Class 17 contains 35436 members 
Mstep: Class 18 contains 11098 members 
Mstep: Class 19 contains 7312 members 
Mstep: Class 20 contains 1375 members 
Mstep: Class 21 contains 36634 members 
Mstep: Class 22 contains 5550 members 
Mstep: Class 23 contains 4471 members 
Mstep: Class 24 contains 6402 members 
Mstep: Class 25 contains 14679 members 
Mstep: Class 26 contains 3686 members 
Mstep: Class 27 contains 18462 members 
Mstep: Class 28 contains 9979 members 
Mstep: Class 29 contains 15080 members 
Mstep: Class 30 contains 16100 members 
Mstep: Class 31 contains 9322 members 
Mstep: Class 32 contains 106058 members 
Mstep: Class 33 contains 17964 members 
Mstep: Class 34 contains 8880 members 
Mstep: Class 35 contains 36355 members 
Mstep: Class 36 contains 2276 members 
Mstep: Class 37 contains 37504 members 
Mstep: Class 38 contains 14815 members 
Mstep: Class 39 contains 17528 members 
Mstep: Class 40 contains 5854 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 8023 members 
Mstep: Class 43 contains 14985 members 
Mstep: Class 44 contains 4440 members 
Mstep: Class 45 contains 2210 members 
Mstep: Class 46 contains 1628 members 
Mstep: Class 47 contains 11620 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 4023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88125208.000000 Penalty: 99961.906250
Iteration 169Q: 50 clusters Score -8.812521e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 55975 members 
Mstep: Class 2 contains 702 members 
Mstep: Class 3 contains 49717 members 
Mstep: Class 4 contains 10526 members 
Mstep: Class 5 contains 111070 members 
Mstep: Class 6 contains 37225 members 
Mstep: Class 7 contains 36584 members 
Mstep: Class 8 contains 3871 members 
Mstep: Class 9 contains 10435 members 
Mstep: Class 10 contains 12249 members 
Mstep: Class 11 contains 7128 members 
Mstep: Class 12 contains 24497 members 
Mstep: Class 13 contains 4002 members 
Mstep: Class 14 contains 4536 members 
Mstep: Class 15 contains 2837 members 
Mstep: Class 16 contains 37830 members 
Mstep: Class 17 contains 35420 members 
Mstep: Class 18 contains 11098 members 
Mstep: Class 19 contains 7311 members 
Mstep: Class 20 contains 1375 members 
Mstep: Class 21 contains 36632 members 
Mstep: Class 22 contains 5551 members 
Mstep: Class 23 contains 4469 members 
Mstep: Class 24 contains 6402 members 
Mstep: Class 25 contains 14678 members 
Mstep: Class 26 contains 3685 members 
Mstep: Class 27 contains 18466 members 
Mstep: Class 28 contains 9966 members 
Mstep: Class 29 contains 15081 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 9317 members 
Mstep: Class 32 contains 106055 members 
Mstep: Class 33 contains 17964 members 
Mstep: Class 34 contains 8881 members 
Mstep: Class 35 contains 36362 members 
Mstep: Class 36 contains 2276 members 
Mstep: Class 37 contains 37509 members 
Mstep: Class 38 contains 14818 members 
Mstep: Class 39 contains 17533 members 
Mstep: Class 40 contains 5854 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 8030 members 
Mstep: Class 43 contains 14985 members 
Mstep: Class 44 contains 4450 members 
Mstep: Class 45 contains 2210 members 
Mstep: Class 46 contains 1628 members 
Mstep: Class 47 contains 11620 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 4023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88125264.000000 Penalty: 99961.906250
Iteration 170Q: 50 clusters Score -8.812526e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 55970 members 
Mstep: Class 2 contains 702 members 
Mstep: Class 3 contains 49714 members 
Mstep: Class 4 contains 10526 members 
Mstep: Class 5 contains 111052 members 
Mstep: Class 6 contains 37243 members 
Mstep: Class 7 contains 36591 members 
Mstep: Class 8 contains 3871 members 
Mstep: Class 9 contains 10433 members 
Mstep: Class 10 contains 12259 members 
Mstep: Class 11 contains 7130 members 
Mstep: Class 12 contains 24494 members 
Mstep: Class 13 contains 4002 members 
Mstep: Class 14 contains 4534 members 
Mstep: Class 15 contains 2837 members 
Mstep: Class 16 contains 37831 members 
Mstep: Class 17 contains 35404 members 
Mstep: Class 18 contains 11098 members 
Mstep: Class 19 contains 7311 members 
Mstep: Class 20 contains 1375 members 
Mstep: Class 21 contains 36633 members 
Mstep: Class 22 contains 5551 members 
Mstep: Class 23 contains 4469 members 
Mstep: Class 24 contains 6402 members 
Mstep: Class 25 contains 14678 members 
Mstep: Class 26 contains 3685 members 
Mstep: Class 27 contains 18470 members 
Mstep: Class 28 contains 9950 members 
Mstep: Class 29 contains 15083 members 
Mstep: Class 30 contains 16097 members 
Mstep: Class 31 contains 9314 members 
Mstep: Class 32 contains 106047 members 
Mstep: Class 33 contains 17964 members 
Mstep: Class 34 contains 8883 members 
Mstep: Class 35 contains 36367 members 
Mstep: Class 36 contains 2276 members 
Mstep: Class 37 contains 37510 members 
Mstep: Class 38 contains 14823 members 
Mstep: Class 39 contains 17533 members 
Mstep: Class 40 contains 5854 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 8039 members 
Mstep: Class 43 contains 14988 members 
Mstep: Class 44 contains 4455 members 
Mstep: Class 45 contains 2210 members 
Mstep: Class 46 contains 1628 members 
Mstep: Class 47 contains 11622 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 4023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88125136.000000 Penalty: 99961.906250
Iteration 171Q: 50 clusters Score -8.812514e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 55967 members 
Mstep: Class 2 contains 702 members 
Mstep: Class 3 contains 49716 members 
Mstep: Class 4 contains 10526 members 
Mstep: Class 5 contains 111040 members 
Mstep: Class 6 contains 37261 members 
Mstep: Class 7 contains 36588 members 
Mstep: Class 8 contains 3870 members 
Mstep: Class 9 contains 10433 members 
Mstep: Class 10 contains 12264 members 
Mstep: Class 11 contains 7129 members 
Mstep: Class 12 contains 24490 members 
Mstep: Class 13 contains 4002 members 
Mstep: Class 14 contains 4535 members 
Mstep: Class 15 contains 2837 members 
Mstep: Class 16 contains 37833 members 
Mstep: Class 17 contains 35382 members 
Mstep: Class 18 contains 11097 members 
Mstep: Class 19 contains 7313 members 
Mstep: Class 20 contains 1375 members 
Mstep: Class 21 contains 36633 members 
Mstep: Class 22 contains 5552 members 
Mstep: Class 23 contains 4469 members 
Mstep: Class 24 contains 6402 members 
Mstep: Class 25 contains 14679 members 
Mstep: Class 26 contains 3685 members 
Mstep: Class 27 contains 18475 members 
Mstep: Class 28 contains 9940 members 
Mstep: Class 29 contains 15082 members 
Mstep: Class 30 contains 16095 members 
Mstep: Class 31 contains 9311 members 
Mstep: Class 32 contains 106047 members 
Mstep: Class 33 contains 17964 members 
Mstep: Class 34 contains 8882 members 
Mstep: Class 35 contains 36374 members 
Mstep: Class 36 contains 2276 members 
Mstep: Class 37 contains 37512 members 
Mstep: Class 38 contains 14826 members 
Mstep: Class 39 contains 17536 members 
Mstep: Class 40 contains 5854 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 8046 members 
Mstep: Class 43 contains 14990 members 
Mstep: Class 44 contains 4459 members 
Mstep: Class 45 contains 2211 members 
Mstep: Class 46 contains 1627 members 
Mstep: Class 47 contains 11622 members 
Mstep: Class 48 contains 238 members 
Mstep: Class 49 contains 4023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88125144.000000 Penalty: 99961.906250
Iteration 172Q: 50 clusters Score -8.812514e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 55956 members 
Mstep: Class 2 contains 702 members 
Mstep: Class 3 contains 49715 members 
Mstep: Class 4 contains 10526 members 
Mstep: Class 5 contains 111028 members 
Mstep: Class 6 contains 37277 members 
Mstep: Class 7 contains 36590 members 
Mstep: Class 8 contains 3869 members 
Mstep: Class 9 contains 10432 members 
Mstep: Class 10 contains 12267 members 
Mstep: Class 11 contains 7131 members 
Mstep: Class 12 contains 24487 members 
Mstep: Class 13 contains 4002 members 
Mstep: Class 14 contains 4535 members 
Mstep: Class 15 contains 2837 members 
Mstep: Class 16 contains 37838 members 
Mstep: Class 17 contains 35366 members 
Mstep: Class 18 contains 11096 members 
Mstep: Class 19 contains 7316 members 
Mstep: Class 20 contains 1375 members 
Mstep: Class 21 contains 36631 members 
Mstep: Class 22 contains 5556 members 
Mstep: Class 23 contains 4469 members 
Mstep: Class 24 contains 6403 members 
Mstep: Class 25 contains 14680 members 
Mstep: Class 26 contains 3685 members 
Mstep: Class 27 contains 18474 members 
Mstep: Class 28 contains 9935 members 
Mstep: Class 29 contains 15086 members 
Mstep: Class 30 contains 16091 members 
Mstep: Class 31 contains 9308 members 
Mstep: Class 32 contains 106040 members 
Mstep: Class 33 contains 17964 members 
Mstep: Class 34 contains 8883 members 
Mstep: Class 35 contains 36382 members 
Mstep: Class 36 contains 2276 members 
Mstep: Class 37 contains 37514 members 
Mstep: Class 38 contains 14831 members 
Mstep: Class 39 contains 17537 members 
Mstep: Class 40 contains 5854 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 8053 members 
Mstep: Class 43 contains 14990 members 
Mstep: Class 44 contains 4463 members 
Mstep: Class 45 contains 2211 members 
Mstep: Class 46 contains 1626 members 
Mstep: Class 47 contains 11622 members 
Mstep: Class 48 contains 238 members 
Mstep: Class 49 contains 4023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88125136.000000 Penalty: 99961.906250
Iteration 173Q: 50 clusters Score -8.812514e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 55944 members 
Mstep: Class 2 contains 702 members 
Mstep: Class 3 contains 49715 members 
Mstep: Class 4 contains 10527 members 
Mstep: Class 5 contains 111014 members 
Mstep: Class 6 contains 37288 members 
Mstep: Class 7 contains 36589 members 
Mstep: Class 8 contains 3869 members 
Mstep: Class 9 contains 10432 members 
Mstep: Class 10 contains 12271 members 
Mstep: Class 11 contains 7131 members 
Mstep: Class 12 contains 24484 members 
Mstep: Class 13 contains 4001 members 
Mstep: Class 14 contains 4535 members 
Mstep: Class 15 contains 2838 members 
Mstep: Class 16 contains 37842 members 
Mstep: Class 17 contains 35351 members 
Mstep: Class 18 contains 11096 members 
Mstep: Class 19 contains 7318 members 
Mstep: Class 20 contains 1375 members 
Mstep: Class 21 contains 36631 members 
Mstep: Class 22 contains 5557 members 
Mstep: Class 23 contains 4467 members 
Mstep: Class 24 contains 6403 members 
Mstep: Class 25 contains 14680 members 
Mstep: Class 26 contains 3685 members 
Mstep: Class 27 contains 18476 members 
Mstep: Class 28 contains 9925 members 
Mstep: Class 29 contains 15092 members 
Mstep: Class 30 contains 16091 members 
Mstep: Class 31 contains 9301 members 
Mstep: Class 32 contains 106041 members 
Mstep: Class 33 contains 17964 members 
Mstep: Class 34 contains 8884 members 
Mstep: Class 35 contains 36386 members 
Mstep: Class 36 contains 2276 members 
Mstep: Class 37 contains 37515 members 
Mstep: Class 38 contains 14834 members 
Mstep: Class 39 contains 17537 members 
Mstep: Class 40 contains 5854 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 8065 members 
Mstep: Class 43 contains 14990 members 
Mstep: Class 44 contains 4475 members 
Mstep: Class 45 contains 2211 members 
Mstep: Class 46 contains 1625 members 
Mstep: Class 47 contains 11622 members 
Mstep: Class 48 contains 238 members 
Mstep: Class 49 contains 4023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88125128.000000 Penalty: 99961.906250
Iteration 174Q: 50 clusters Score -8.812513e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 55941 members 
Mstep: Class 2 contains 702 members 
Mstep: Class 3 contains 49716 members 
Mstep: Class 4 contains 10528 members 
Mstep: Class 5 contains 111008 members 
Mstep: Class 6 contains 37296 members 
Mstep: Class 7 contains 36586 members 
Mstep: Class 8 contains 3869 members 
Mstep: Class 9 contains 10431 members 
Mstep: Class 10 contains 12271 members 
Mstep: Class 11 contains 7130 members 
Mstep: Class 12 contains 24474 members 
Mstep: Class 13 contains 4002 members 
Mstep: Class 14 contains 4535 members 
Mstep: Class 15 contains 2838 members 
Mstep: Class 16 contains 37848 members 
Mstep: Class 17 contains 35342 members 
Mstep: Class 18 contains 11095 members 
Mstep: Class 19 contains 7323 members 
Mstep: Class 20 contains 1375 members 
Mstep: Class 21 contains 36630 members 
Mstep: Class 22 contains 5560 members 
Mstep: Class 23 contains 4467 members 
Mstep: Class 24 contains 6403 members 
Mstep: Class 25 contains 14680 members 
Mstep: Class 26 contains 3684 members 
Mstep: Class 27 contains 18477 members 
Mstep: Class 28 contains 9917 members 
Mstep: Class 29 contains 15099 members 
Mstep: Class 30 contains 16089 members 
Mstep: Class 31 contains 9295 members 
Mstep: Class 32 contains 106037 members 
Mstep: Class 33 contains 17964 members 
Mstep: Class 34 contains 8884 members 
Mstep: Class 35 contains 36389 members 
Mstep: Class 36 contains 2276 members 
Mstep: Class 37 contains 37516 members 
Mstep: Class 38 contains 14838 members 
Mstep: Class 39 contains 17538 members 
Mstep: Class 40 contains 5854 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 8072 members 
Mstep: Class 43 contains 14992 members 
Mstep: Class 44 contains 4480 members 
Mstep: Class 45 contains 2211 members 
Mstep: Class 46 contains 1625 members 
Mstep: Class 47 contains 11622 members 
Mstep: Class 48 contains 238 members 
Mstep: Class 49 contains 4023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88125160.000000 Penalty: 99961.906250
Iteration 175Q: 50 clusters Score -8.812516e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 55932 members 
Mstep: Class 2 contains 702 members 
Mstep: Class 3 contains 49718 members 
Mstep: Class 4 contains 10523 members 
Mstep: Class 5 contains 110997 members 
Mstep: Class 6 contains 37305 members 
Mstep: Class 7 contains 36587 members 
Mstep: Class 8 contains 3869 members 
Mstep: Class 9 contains 10430 members 
Mstep: Class 10 contains 12270 members 
Mstep: Class 11 contains 7131 members 
Mstep: Class 12 contains 24465 members 
Mstep: Class 13 contains 4002 members 
Mstep: Class 14 contains 4535 members 
Mstep: Class 15 contains 2838 members 
Mstep: Class 16 contains 37849 members 
Mstep: Class 17 contains 35332 members 
Mstep: Class 18 contains 11096 members 
Mstep: Class 19 contains 7330 members 
Mstep: Class 20 contains 1375 members 
Mstep: Class 21 contains 36630 members 
Mstep: Class 22 contains 5559 members 
Mstep: Class 23 contains 4466 members 
Mstep: Class 24 contains 6403 members 
Mstep: Class 25 contains 14680 members 
Mstep: Class 26 contains 3683 members 
Mstep: Class 27 contains 18482 members 
Mstep: Class 28 contains 9904 members 
Mstep: Class 29 contains 15107 members 
Mstep: Class 30 contains 16091 members 
Mstep: Class 31 contains 9288 members 
Mstep: Class 32 contains 106039 members 
Mstep: Class 33 contains 17965 members 
Mstep: Class 34 contains 8885 members 
Mstep: Class 35 contains 36391 members 
Mstep: Class 36 contains 2276 members 
Mstep: Class 37 contains 37519 members 
Mstep: Class 38 contains 14843 members 
Mstep: Class 39 contains 17542 members 
Mstep: Class 40 contains 5854 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 8073 members 
Mstep: Class 43 contains 14994 members 
Mstep: Class 44 contains 4491 members 
Mstep: Class 45 contains 2210 members 
Mstep: Class 46 contains 1625 members 
Mstep: Class 47 contains 11622 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 4023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88124992.000000 Penalty: 99961.906250
Iteration 176Q: 50 clusters Score -8.812499e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 55925 members 
Mstep: Class 2 contains 702 members 
Mstep: Class 3 contains 49717 members 
Mstep: Class 4 contains 10521 members 
Mstep: Class 5 contains 110979 members 
Mstep: Class 6 contains 37314 members 
Mstep: Class 7 contains 36591 members 
Mstep: Class 8 contains 3868 members 
Mstep: Class 9 contains 10430 members 
Mstep: Class 10 contains 12269 members 
Mstep: Class 11 contains 7131 members 
Mstep: Class 12 contains 24462 members 
Mstep: Class 13 contains 4002 members 
Mstep: Class 14 contains 4535 members 
Mstep: Class 15 contains 2838 members 
Mstep: Class 16 contains 37851 members 
Mstep: Class 17 contains 35325 members 
Mstep: Class 18 contains 11096 members 
Mstep: Class 19 contains 7343 members 
Mstep: Class 20 contains 1375 members 
Mstep: Class 21 contains 36628 members 
Mstep: Class 22 contains 5558 members 
Mstep: Class 23 contains 4466 members 
Mstep: Class 24 contains 6403 members 
Mstep: Class 25 contains 14680 members 
Mstep: Class 26 contains 3683 members 
Mstep: Class 27 contains 18484 members 
Mstep: Class 28 contains 9899 members 
Mstep: Class 29 contains 15110 members 
Mstep: Class 30 contains 16091 members 
Mstep: Class 31 contains 9287 members 
Mstep: Class 32 contains 106040 members 
Mstep: Class 33 contains 17965 members 
Mstep: Class 34 contains 8885 members 
Mstep: Class 35 contains 36394 members 
Mstep: Class 36 contains 2276 members 
Mstep: Class 37 contains 37521 members 
Mstep: Class 38 contains 14849 members 
Mstep: Class 39 contains 17541 members 
Mstep: Class 40 contains 5854 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 8078 members 
Mstep: Class 43 contains 14995 members 
Mstep: Class 44 contains 4494 members 
Mstep: Class 45 contains 2207 members 
Mstep: Class 46 contains 1624 members 
Mstep: Class 47 contains 11622 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 4023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88124992.000000 Penalty: 99961.906250
Iteration 177Q: 50 clusters Score -8.812499e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 55918 members 
Mstep: Class 2 contains 702 members 
Mstep: Class 3 contains 49717 members 
Mstep: Class 4 contains 10521 members 
Mstep: Class 5 contains 110970 members 
Mstep: Class 6 contains 37326 members 
Mstep: Class 7 contains 36587 members 
Mstep: Class 8 contains 3868 members 
Mstep: Class 9 contains 10430 members 
Mstep: Class 10 contains 12270 members 
Mstep: Class 11 contains 7129 members 
Mstep: Class 12 contains 24455 members 
Mstep: Class 13 contains 4002 members 
Mstep: Class 14 contains 4536 members 
Mstep: Class 15 contains 2838 members 
Mstep: Class 16 contains 37850 members 
Mstep: Class 17 contains 35316 members 
Mstep: Class 18 contains 11096 members 
Mstep: Class 19 contains 7351 members 
Mstep: Class 20 contains 1375 members 
Mstep: Class 21 contains 36633 members 
Mstep: Class 22 contains 5560 members 
Mstep: Class 23 contains 4465 members 
Mstep: Class 24 contains 6403 members 
Mstep: Class 25 contains 14680 members 
Mstep: Class 26 contains 3683 members 
Mstep: Class 27 contains 18486 members 
Mstep: Class 28 contains 9897 members 
Mstep: Class 29 contains 15110 members 
Mstep: Class 30 contains 16090 members 
Mstep: Class 31 contains 9286 members 
Mstep: Class 32 contains 106042 members 
Mstep: Class 33 contains 17965 members 
Mstep: Class 34 contains 8884 members 
Mstep: Class 35 contains 36398 members 
Mstep: Class 36 contains 2276 members 
Mstep: Class 37 contains 37523 members 
Mstep: Class 38 contains 14850 members 
Mstep: Class 39 contains 17540 members 
Mstep: Class 40 contains 5854 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 8083 members 
Mstep: Class 43 contains 14995 members 
Mstep: Class 44 contains 4497 members 
Mstep: Class 45 contains 2205 members 
Mstep: Class 46 contains 1624 members 
Mstep: Class 47 contains 11622 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 4023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88125032.000000 Penalty: 99961.906250
Iteration 178Q: 50 clusters Score -8.812503e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 55913 members 
Mstep: Class 2 contains 702 members 
Mstep: Class 3 contains 49714 members 
Mstep: Class 4 contains 10520 members 
Mstep: Class 5 contains 110957 members 
Mstep: Class 6 contains 37337 members 
Mstep: Class 7 contains 36581 members 
Mstep: Class 8 contains 3868 members 
Mstep: Class 9 contains 10430 members 
Mstep: Class 10 contains 12271 members 
Mstep: Class 11 contains 7129 members 
Mstep: Class 12 contains 24450 members 
Mstep: Class 13 contains 4002 members 
Mstep: Class 14 contains 4536 members 
Mstep: Class 15 contains 2839 members 
Mstep: Class 16 contains 37852 members 
Mstep: Class 17 contains 35312 members 
Mstep: Class 18 contains 11096 members 
Mstep: Class 19 contains 7359 members 
Mstep: Class 20 contains 1375 members 
Mstep: Class 21 contains 36638 members 
Mstep: Class 22 contains 5561 members 
Mstep: Class 23 contains 4463 members 
Mstep: Class 24 contains 6403 members 
Mstep: Class 25 contains 14680 members 
Mstep: Class 26 contains 3682 members 
Mstep: Class 27 contains 18487 members 
Mstep: Class 28 contains 9894 members 
Mstep: Class 29 contains 15110 members 
Mstep: Class 30 contains 16091 members 
Mstep: Class 31 contains 9286 members 
Mstep: Class 32 contains 106044 members 
Mstep: Class 33 contains 17964 members 
Mstep: Class 34 contains 8883 members 
Mstep: Class 35 contains 36401 members 
Mstep: Class 36 contains 2276 members 
Mstep: Class 37 contains 37524 members 
Mstep: Class 38 contains 14851 members 
Mstep: Class 39 contains 17540 members 
Mstep: Class 40 contains 5854 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 8086 members 
Mstep: Class 43 contains 14995 members 
Mstep: Class 44 contains 4504 members 
Mstep: Class 45 contains 2203 members 
Mstep: Class 46 contains 1623 members 
Mstep: Class 47 contains 11622 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 4023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88124968.000000 Penalty: 99961.906250
Iteration 179Q: 50 clusters Score -8.812497e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 55911 members 
Mstep: Class 2 contains 702 members 
Mstep: Class 3 contains 49716 members 
Mstep: Class 4 contains 10521 members 
Mstep: Class 5 contains 110945 members 
Mstep: Class 6 contains 37348 members 
Mstep: Class 7 contains 36580 members 
Mstep: Class 8 contains 3868 members 
Mstep: Class 9 contains 10430 members 
Mstep: Class 10 contains 12271 members 
Mstep: Class 11 contains 7127 members 
Mstep: Class 12 contains 24451 members 
Mstep: Class 13 contains 4002 members 
Mstep: Class 14 contains 4536 members 
Mstep: Class 15 contains 2839 members 
Mstep: Class 16 contains 37854 members 
Mstep: Class 17 contains 35302 members 
Mstep: Class 18 contains 11096 members 
Mstep: Class 19 contains 7363 members 
Mstep: Class 20 contains 1375 members 
Mstep: Class 21 contains 36638 members 
Mstep: Class 22 contains 5563 members 
Mstep: Class 23 contains 4462 members 
Mstep: Class 24 contains 6403 members 
Mstep: Class 25 contains 14680 members 
Mstep: Class 26 contains 3682 members 
Mstep: Class 27 contains 18486 members 
Mstep: Class 28 contains 9891 members 
Mstep: Class 29 contains 15110 members 
Mstep: Class 30 contains 16091 members 
Mstep: Class 31 contains 9286 members 
Mstep: Class 32 contains 106048 members 
Mstep: Class 33 contains 17964 members 
Mstep: Class 34 contains 8883 members 
Mstep: Class 35 contains 36402 members 
Mstep: Class 36 contains 2276 members 
Mstep: Class 37 contains 37523 members 
Mstep: Class 38 contains 14854 members 
Mstep: Class 39 contains 17539 members 
Mstep: Class 40 contains 5854 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 8090 members 
Mstep: Class 43 contains 14995 members 
Mstep: Class 44 contains 4504 members 
Mstep: Class 45 contains 2202 members 
Mstep: Class 46 contains 1623 members 
Mstep: Class 47 contains 11622 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 4023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88125056.000000 Penalty: 99961.906250
Iteration 180F: 50 clusters Score -8.812506e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 55909 members 
Mstep: Class 2 contains 702 members 
Mstep: Class 3 contains 49716 members 
Mstep: Class 4 contains 10520 members 
Mstep: Class 5 contains 110930 members 
Mstep: Class 6 contains 37361 members 
Mstep: Class 7 contains 36580 members 
Mstep: Class 8 contains 3868 members 
Mstep: Class 9 contains 10430 members 
Mstep: Class 10 contains 12271 members 
Mstep: Class 11 contains 7127 members 
Mstep: Class 12 contains 24447 members 
Mstep: Class 13 contains 4002 members 
Mstep: Class 14 contains 4537 members 
Mstep: Class 15 contains 2839 members 
Mstep: Class 16 contains 37856 members 
Mstep: Class 17 contains 35294 members 
Mstep: Class 18 contains 11096 members 
Mstep: Class 19 contains 7370 members 
Mstep: Class 20 contains 1375 members 
Mstep: Class 21 contains 36639 members 
Mstep: Class 22 contains 5565 members 
Mstep: Class 23 contains 4461 members 
Mstep: Class 24 contains 6403 members 
Mstep: Class 25 contains 14680 members 
Mstep: Class 26 contains 3682 members 
Mstep: Class 27 contains 18488 members 
Mstep: Class 28 contains 9888 members 
Mstep: Class 29 contains 15110 members 
Mstep: Class 30 contains 16091 members 
Mstep: Class 31 contains 9286 members 
Mstep: Class 32 contains 106044 members 
Mstep: Class 33 contains 17964 members 
Mstep: Class 34 contains 8884 members 
Mstep: Class 35 contains 36406 members 
Mstep: Class 36 contains 2276 members 
Mstep: Class 37 contains 37526 members 
Mstep: Class 38 contains 14857 members 
Mstep: Class 39 contains 17539 members 
Mstep: Class 40 contains 5854 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 8092 members 
Mstep: Class 43 contains 14995 members 
Mstep: Class 44 contains 4503 members 
Mstep: Class 45 contains 2201 members 
Mstep: Class 46 contains 1623 members 
Mstep: Class 47 contains 11622 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 4022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88124976.000000 Penalty: 99961.906250
Iteration 181Q: 50 clusters Score -8.812498e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 55907 members 
Mstep: Class 2 contains 702 members 
Mstep: Class 3 contains 49716 members 
Mstep: Class 4 contains 10521 members 
Mstep: Class 5 contains 110916 members 
Mstep: Class 6 contains 37382 members 
Mstep: Class 7 contains 36577 members 
Mstep: Class 8 contains 3869 members 
Mstep: Class 9 contains 10430 members 
Mstep: Class 10 contains 12271 members 
Mstep: Class 11 contains 7128 members 
Mstep: Class 12 contains 24444 members 
Mstep: Class 13 contains 4002 members 
Mstep: Class 14 contains 4538 members 
Mstep: Class 15 contains 2839 members 
Mstep: Class 16 contains 37857 members 
Mstep: Class 17 contains 35283 members 
Mstep: Class 18 contains 11096 members 
Mstep: Class 19 contains 7376 members 
Mstep: Class 20 contains 1375 members 
Mstep: Class 21 contains 36638 members 
Mstep: Class 22 contains 5567 members 
Mstep: Class 23 contains 4460 members 
Mstep: Class 24 contains 6403 members 
Mstep: Class 25 contains 14680 members 
Mstep: Class 26 contains 3682 members 
Mstep: Class 27 contains 18490 members 
Mstep: Class 28 contains 9887 members 
Mstep: Class 29 contains 15109 members 
Mstep: Class 30 contains 16091 members 
Mstep: Class 31 contains 9286 members 
Mstep: Class 32 contains 106042 members 
Mstep: Class 33 contains 17965 members 
Mstep: Class 34 contains 8884 members 
Mstep: Class 35 contains 36409 members 
Mstep: Class 36 contains 2276 members 
Mstep: Class 37 contains 37524 members 
Mstep: Class 38 contains 14857 members 
Mstep: Class 39 contains 17539 members 
Mstep: Class 40 contains 5854 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 8091 members 
Mstep: Class 43 contains 14995 members 
Mstep: Class 44 contains 4504 members 
Mstep: Class 45 contains 2202 members 
Mstep: Class 46 contains 1623 members 
Mstep: Class 47 contains 11622 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 4022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88124864.000000 Penalty: 99961.906250
Iteration 182Q: 50 clusters Score -8.812486e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 55909 members 
Mstep: Class 2 contains 702 members 
Mstep: Class 3 contains 49718 members 
Mstep: Class 4 contains 10521 members 
Mstep: Class 5 contains 110905 members 
Mstep: Class 6 contains 37404 members 
Mstep: Class 7 contains 36572 members 
Mstep: Class 8 contains 3868 members 
Mstep: Class 9 contains 10430 members 
Mstep: Class 10 contains 12272 members 
Mstep: Class 11 contains 7128 members 
Mstep: Class 12 contains 24439 members 
Mstep: Class 13 contains 4002 members 
Mstep: Class 14 contains 4539 members 
Mstep: Class 15 contains 2839 members 
Mstep: Class 16 contains 37857 members 
Mstep: Class 17 contains 35267 members 
Mstep: Class 18 contains 11096 members 
Mstep: Class 19 contains 7382 members 
Mstep: Class 20 contains 1375 members 
Mstep: Class 21 contains 36642 members 
Mstep: Class 22 contains 5569 members 
Mstep: Class 23 contains 4459 members 
Mstep: Class 24 contains 6403 members 
Mstep: Class 25 contains 14680 members 
Mstep: Class 26 contains 3682 members 
Mstep: Class 27 contains 18491 members 
Mstep: Class 28 contains 9886 members 
Mstep: Class 29 contains 15107 members 
Mstep: Class 30 contains 16091 members 
Mstep: Class 31 contains 9286 members 
Mstep: Class 32 contains 106040 members 
Mstep: Class 33 contains 17965 members 
Mstep: Class 34 contains 8884 members 
Mstep: Class 35 contains 36409 members 
Mstep: Class 36 contains 2276 members 
Mstep: Class 37 contains 37523 members 
Mstep: Class 38 contains 14858 members 
Mstep: Class 39 contains 17539 members 
Mstep: Class 40 contains 5854 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 8091 members 
Mstep: Class 43 contains 14995 members 
Mstep: Class 44 contains 4507 members 
Mstep: Class 45 contains 2202 members 
Mstep: Class 46 contains 1623 members 
Mstep: Class 47 contains 11622 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 4022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88124960.000000 Penalty: 99961.906250
Iteration 183Q: 50 clusters Score -8.812496e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 55907 members 
Mstep: Class 2 contains 702 members 
Mstep: Class 3 contains 49717 members 
Mstep: Class 4 contains 10523 members 
Mstep: Class 5 contains 110895 members 
Mstep: Class 6 contains 37423 members 
Mstep: Class 7 contains 36565 members 
Mstep: Class 8 contains 3867 members 
Mstep: Class 9 contains 10430 members 
Mstep: Class 10 contains 12272 members 
Mstep: Class 11 contains 7130 members 
Mstep: Class 12 contains 24438 members 
Mstep: Class 13 contains 4002 members 
Mstep: Class 14 contains 4539 members 
Mstep: Class 15 contains 2839 members 
Mstep: Class 16 contains 37859 members 
Mstep: Class 17 contains 35251 members 
Mstep: Class 18 contains 11096 members 
Mstep: Class 19 contains 7388 members 
Mstep: Class 20 contains 1375 members 
Mstep: Class 21 contains 36649 members 
Mstep: Class 22 contains 5571 members 
Mstep: Class 23 contains 4460 members 
Mstep: Class 24 contains 6403 members 
Mstep: Class 25 contains 14681 members 
Mstep: Class 26 contains 3682 members 
Mstep: Class 27 contains 18494 members 
Mstep: Class 28 contains 9884 members 
Mstep: Class 29 contains 15106 members 
Mstep: Class 30 contains 16091 members 
Mstep: Class 31 contains 9286 members 
Mstep: Class 32 contains 106035 members 
Mstep: Class 33 contains 17965 members 
Mstep: Class 34 contains 8884 members 
Mstep: Class 35 contains 36409 members 
Mstep: Class 36 contains 2276 members 
Mstep: Class 37 contains 37522 members 
Mstep: Class 38 contains 14858 members 
Mstep: Class 39 contains 17540 members 
Mstep: Class 40 contains 5854 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 8091 members 
Mstep: Class 43 contains 14995 members 
Mstep: Class 44 contains 4510 members 
Mstep: Class 45 contains 2200 members 
Mstep: Class 46 contains 1623 members 
Mstep: Class 47 contains 11622 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 4022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88125016.000000 Penalty: 99961.906250
Iteration 184Q: 50 clusters Score -8.812502e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 55907 members 
Mstep: Class 2 contains 702 members 
Mstep: Class 3 contains 49718 members 
Mstep: Class 4 contains 10523 members 
Mstep: Class 5 contains 110886 members 
Mstep: Class 6 contains 37436 members 
Mstep: Class 7 contains 36563 members 
Mstep: Class 8 contains 3867 members 
Mstep: Class 9 contains 10430 members 
Mstep: Class 10 contains 12272 members 
Mstep: Class 11 contains 7131 members 
Mstep: Class 12 contains 24438 members 
Mstep: Class 13 contains 4002 members 
Mstep: Class 14 contains 4538 members 
Mstep: Class 15 contains 2839 members 
Mstep: Class 16 contains 37860 members 
Mstep: Class 17 contains 35238 members 
Mstep: Class 18 contains 11096 members 
Mstep: Class 19 contains 7395 members 
Mstep: Class 20 contains 1375 members 
Mstep: Class 21 contains 36652 members 
Mstep: Class 22 contains 5571 members 
Mstep: Class 23 contains 4459 members 
Mstep: Class 24 contains 6403 members 
Mstep: Class 25 contains 14681 members 
Mstep: Class 26 contains 3682 members 
Mstep: Class 27 contains 18498 members 
Mstep: Class 28 contains 9881 members 
Mstep: Class 29 contains 15107 members 
Mstep: Class 30 contains 16091 members 
Mstep: Class 31 contains 9286 members 
Mstep: Class 32 contains 106031 members 
Mstep: Class 33 contains 17965 members 
Mstep: Class 34 contains 8882 members 
Mstep: Class 35 contains 36411 members 
Mstep: Class 36 contains 2276 members 
Mstep: Class 37 contains 37522 members 
Mstep: Class 38 contains 14859 members 
Mstep: Class 39 contains 17540 members 
Mstep: Class 40 contains 5854 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 8092 members 
Mstep: Class 43 contains 14995 members 
Mstep: Class 44 contains 4510 members 
Mstep: Class 45 contains 2199 members 
Mstep: Class 46 contains 1623 members 
Mstep: Class 47 contains 11622 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 4023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88125016.000000 Penalty: 99961.906250
Iteration 185Q: 50 clusters Score -8.812502e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 55910 members 
Mstep: Class 2 contains 702 members 
Mstep: Class 3 contains 49719 members 
Mstep: Class 4 contains 10523 members 
Mstep: Class 5 contains 110876 members 
Mstep: Class 6 contains 37441 members 
Mstep: Class 7 contains 36557 members 
Mstep: Class 8 contains 3867 members 
Mstep: Class 9 contains 10431 members 
Mstep: Class 10 contains 12272 members 
Mstep: Class 11 contains 7132 members 
Mstep: Class 12 contains 24439 members 
Mstep: Class 13 contains 4002 members 
Mstep: Class 14 contains 4538 members 
Mstep: Class 15 contains 2839 members 
Mstep: Class 16 contains 37860 members 
Mstep: Class 17 contains 35232 members 
Mstep: Class 18 contains 11096 members 
Mstep: Class 19 contains 7399 members 
Mstep: Class 20 contains 1375 members 
Mstep: Class 21 contains 36658 members 
Mstep: Class 22 contains 5571 members 
Mstep: Class 23 contains 4460 members 
Mstep: Class 24 contains 6403 members 
Mstep: Class 25 contains 14681 members 
Mstep: Class 26 contains 3682 members 
Mstep: Class 27 contains 18497 members 
Mstep: Class 28 contains 9876 members 
Mstep: Class 29 contains 15107 members 
Mstep: Class 30 contains 16091 members 
Mstep: Class 31 contains 9286 members 
Mstep: Class 32 contains 106030 members 
Mstep: Class 33 contains 17965 members 
Mstep: Class 34 contains 8882 members 
Mstep: Class 35 contains 36411 members 
Mstep: Class 36 contains 2276 members 
Mstep: Class 37 contains 37523 members 
Mstep: Class 38 contains 14858 members 
Mstep: Class 39 contains 17540 members 
Mstep: Class 40 contains 5854 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 8096 members 
Mstep: Class 43 contains 14995 members 
Mstep: Class 44 contains 4510 members 
Mstep: Class 45 contains 2200 members 
Mstep: Class 46 contains 1623 members 
Mstep: Class 47 contains 11622 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 4024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88124968.000000 Penalty: 99961.906250
Iteration 186Q: 50 clusters Score -8.812497e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 55909 members 
Mstep: Class 2 contains 702 members 
Mstep: Class 3 contains 49719 members 
Mstep: Class 4 contains 10523 members 
Mstep: Class 5 contains 110872 members 
Mstep: Class 6 contains 37448 members 
Mstep: Class 7 contains 36544 members 
Mstep: Class 8 contains 3867 members 
Mstep: Class 9 contains 10431 members 
Mstep: Class 10 contains 12273 members 
Mstep: Class 11 contains 7131 members 
Mstep: Class 12 contains 24444 members 
Mstep: Class 13 contains 4002 members 
Mstep: Class 14 contains 4538 members 
Mstep: Class 15 contains 2839 members 
Mstep: Class 16 contains 37861 members 
Mstep: Class 17 contains 35222 members 
Mstep: Class 18 contains 11096 members 
Mstep: Class 19 contains 7401 members 
Mstep: Class 20 contains 1376 members 
Mstep: Class 21 contains 36662 members 
Mstep: Class 22 contains 5571 members 
Mstep: Class 23 contains 4461 members 
Mstep: Class 24 contains 6403 members 
Mstep: Class 25 contains 14681 members 
Mstep: Class 26 contains 3681 members 
Mstep: Class 27 contains 18500 members 
Mstep: Class 28 contains 9871 members 
Mstep: Class 29 contains 15108 members 
Mstep: Class 30 contains 16091 members 
Mstep: Class 31 contains 9286 members 
Mstep: Class 32 contains 106030 members 
Mstep: Class 33 contains 17965 members 
Mstep: Class 34 contains 8882 members 
Mstep: Class 35 contains 36412 members 
Mstep: Class 36 contains 2276 members 
Mstep: Class 37 contains 37523 members 
Mstep: Class 38 contains 14859 members 
Mstep: Class 39 contains 17540 members 
Mstep: Class 40 contains 5854 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 8099 members 
Mstep: Class 43 contains 14995 members 
Mstep: Class 44 contains 4515 members 
Mstep: Class 45 contains 2199 members 
Mstep: Class 46 contains 1623 members 
Mstep: Class 47 contains 11622 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 4024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88124960.000000 Penalty: 99961.906250
Iteration 187Q: 50 clusters Score -8.812496e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 55901 members 
Mstep: Class 2 contains 700 members 
Mstep: Class 3 contains 49719 members 
Mstep: Class 4 contains 10523 members 
Mstep: Class 5 contains 110865 members 
Mstep: Class 6 contains 37457 members 
Mstep: Class 7 contains 36544 members 
Mstep: Class 8 contains 3867 members 
Mstep: Class 9 contains 10432 members 
Mstep: Class 10 contains 12274 members 
Mstep: Class 11 contains 7130 members 
Mstep: Class 12 contains 24446 members 
Mstep: Class 13 contains 4003 members 
Mstep: Class 14 contains 4538 members 
Mstep: Class 15 contains 2839 members 
Mstep: Class 16 contains 37863 members 
Mstep: Class 17 contains 35216 members 
Mstep: Class 18 contains 11096 members 
Mstep: Class 19 contains 7401 members 
Mstep: Class 20 contains 1376 members 
Mstep: Class 21 contains 36664 members 
Mstep: Class 22 contains 5571 members 
Mstep: Class 23 contains 4456 members 
Mstep: Class 24 contains 6403 members 
Mstep: Class 25 contains 14681 members 
Mstep: Class 26 contains 3682 members 
Mstep: Class 27 contains 18498 members 
Mstep: Class 28 contains 9868 members 
Mstep: Class 29 contains 15108 members 
Mstep: Class 30 contains 16090 members 
Mstep: Class 31 contains 9286 members 
Mstep: Class 32 contains 106031 members 
Mstep: Class 33 contains 17965 members 
Mstep: Class 34 contains 8883 members 
Mstep: Class 35 contains 36414 members 
Mstep: Class 36 contains 2276 members 
Mstep: Class 37 contains 37523 members 
Mstep: Class 38 contains 14861 members 
Mstep: Class 39 contains 17540 members 
Mstep: Class 40 contains 5854 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 8102 members 
Mstep: Class 43 contains 14995 members 
Mstep: Class 44 contains 4521 members 
Mstep: Class 45 contains 2200 members 
Mstep: Class 46 contains 1623 members 
Mstep: Class 47 contains 11622 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 4024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88124912.000000 Penalty: 99961.906250
Iteration 188Q: 50 clusters Score -8.812491e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 55899 members 
Mstep: Class 2 contains 700 members 
Mstep: Class 3 contains 49719 members 
Mstep: Class 4 contains 10523 members 
Mstep: Class 5 contains 110857 members 
Mstep: Class 6 contains 37468 members 
Mstep: Class 7 contains 36541 members 
Mstep: Class 8 contains 3867 members 
Mstep: Class 9 contains 10433 members 
Mstep: Class 10 contains 12274 members 
Mstep: Class 11 contains 7130 members 
Mstep: Class 12 contains 24449 members 
Mstep: Class 13 contains 4003 members 
Mstep: Class 14 contains 4538 members 
Mstep: Class 15 contains 2839 members 
Mstep: Class 16 contains 37864 members 
Mstep: Class 17 contains 35207 members 
Mstep: Class 18 contains 11096 members 
Mstep: Class 19 contains 7400 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 36665 members 
Mstep: Class 22 contains 5571 members 
Mstep: Class 23 contains 4456 members 
Mstep: Class 24 contains 6403 members 
Mstep: Class 25 contains 14681 members 
Mstep: Class 26 contains 3681 members 
Mstep: Class 27 contains 18497 members 
Mstep: Class 28 contains 9865 members 
Mstep: Class 29 contains 15108 members 
Mstep: Class 30 contains 16089 members 
Mstep: Class 31 contains 9286 members 
Mstep: Class 32 contains 106027 members 
Mstep: Class 33 contains 17965 members 
Mstep: Class 34 contains 8884 members 
Mstep: Class 35 contains 36418 members 
Mstep: Class 36 contains 2276 members 
Mstep: Class 37 contains 37523 members 
Mstep: Class 38 contains 14861 members 
Mstep: Class 39 contains 17540 members 
Mstep: Class 40 contains 5854 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 8104 members 
Mstep: Class 43 contains 14996 members 
Mstep: Class 44 contains 4528 members 
Mstep: Class 45 contains 2200 members 
Mstep: Class 46 contains 1623 members 
Mstep: Class 47 contains 11622 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 4024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88124944.000000 Penalty: 99961.906250
Iteration 189Q: 50 clusters Score -8.812494e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 55903 members 
Mstep: Class 2 contains 700 members 
Mstep: Class 3 contains 49718 members 
Mstep: Class 4 contains 10524 members 
Mstep: Class 5 contains 110849 members 
Mstep: Class 6 contains 37480 members 
Mstep: Class 7 contains 36539 members 
Mstep: Class 8 contains 3867 members 
Mstep: Class 9 contains 10432 members 
Mstep: Class 10 contains 12274 members 
Mstep: Class 11 contains 7130 members 
Mstep: Class 12 contains 24445 members 
Mstep: Class 13 contains 4003 members 
Mstep: Class 14 contains 4538 members 
Mstep: Class 15 contains 2839 members 
Mstep: Class 16 contains 37870 members 
Mstep: Class 17 contains 35201 members 
Mstep: Class 18 contains 11096 members 
Mstep: Class 19 contains 7398 members 
Mstep: Class 20 contains 1378 members 
Mstep: Class 21 contains 36664 members 
Mstep: Class 22 contains 5571 members 
Mstep: Class 23 contains 4453 members 
Mstep: Class 24 contains 6403 members 
Mstep: Class 25 contains 14681 members 
Mstep: Class 26 contains 3681 members 
Mstep: Class 27 contains 18494 members 
Mstep: Class 28 contains 9862 members 
Mstep: Class 29 contains 15108 members 
Mstep: Class 30 contains 16089 members 
Mstep: Class 31 contains 9286 members 
Mstep: Class 32 contains 106028 members 
Mstep: Class 33 contains 17965 members 
Mstep: Class 34 contains 8885 members 
Mstep: Class 35 contains 36419 members 
Mstep: Class 36 contains 2276 members 
Mstep: Class 37 contains 37521 members 
Mstep: Class 38 contains 14861 members 
Mstep: Class 39 contains 17540 members 
Mstep: Class 40 contains 5854 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 8106 members 
Mstep: Class 43 contains 14996 members 
Mstep: Class 44 contains 4536 members 
Mstep: Class 45 contains 2199 members 
Mstep: Class 46 contains 1623 members 
Mstep: Class 47 contains 11622 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 4024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88124944.000000 Penalty: 99961.906250
Iteration 190Q: 50 clusters Score -8.812494e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 55906 members 
Mstep: Class 2 contains 700 members 
Mstep: Class 3 contains 49717 members 
Mstep: Class 4 contains 10524 members 
Mstep: Class 5 contains 110841 members 
Mstep: Class 6 contains 37489 members 
Mstep: Class 7 contains 36541 members 
Mstep: Class 8 contains 3867 members 
Mstep: Class 9 contains 10432 members 
Mstep: Class 10 contains 12275 members 
Mstep: Class 11 contains 7129 members 
Mstep: Class 12 contains 24441 members 
Mstep: Class 13 contains 4003 members 
Mstep: Class 14 contains 4538 members 
Mstep: Class 15 contains 2839 members 
Mstep: Class 16 contains 37877 members 
Mstep: Class 17 contains 35189 members 
Mstep: Class 18 contains 11095 members 
Mstep: Class 19 contains 7392 members 
Mstep: Class 20 contains 1380 members 
Mstep: Class 21 contains 36661 members 
Mstep: Class 22 contains 5571 members 
Mstep: Class 23 contains 4451 members 
Mstep: Class 24 contains 6403 members 
Mstep: Class 25 contains 14681 members 
Mstep: Class 26 contains 3682 members 
Mstep: Class 27 contains 18495 members 
Mstep: Class 28 contains 9859 members 
Mstep: Class 29 contains 15108 members 
Mstep: Class 30 contains 16089 members 
Mstep: Class 31 contains 9286 members 
Mstep: Class 32 contains 106034 members 
Mstep: Class 33 contains 17965 members 
Mstep: Class 34 contains 8886 members 
Mstep: Class 35 contains 36419 members 
Mstep: Class 36 contains 2276 members 
Mstep: Class 37 contains 37521 members 
Mstep: Class 38 contains 14862 members 
Mstep: Class 39 contains 17540 members 
Mstep: Class 40 contains 5854 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 8110 members 
Mstep: Class 43 contains 14996 members 
Mstep: Class 44 contains 4539 members 
Mstep: Class 45 contains 2199 members 
Mstep: Class 46 contains 1623 members 
Mstep: Class 47 contains 11622 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 4024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88125128.000000 Penalty: 99961.906250
Iteration 191Q: 50 clusters Score -8.812513e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 55906 members 
Mstep: Class 2 contains 700 members 
Mstep: Class 3 contains 49719 members 
Mstep: Class 4 contains 10524 members 
Mstep: Class 5 contains 110832 members 
Mstep: Class 6 contains 37506 members 
Mstep: Class 7 contains 36539 members 
Mstep: Class 8 contains 3867 members 
Mstep: Class 9 contains 10432 members 
Mstep: Class 10 contains 12275 members 
Mstep: Class 11 contains 7129 members 
Mstep: Class 12 contains 24442 members 
Mstep: Class 13 contains 4003 members 
Mstep: Class 14 contains 4538 members 
Mstep: Class 15 contains 2839 members 
Mstep: Class 16 contains 37880 members 
Mstep: Class 17 contains 35173 members 
Mstep: Class 18 contains 11093 members 
Mstep: Class 19 contains 7389 members 
Mstep: Class 20 contains 1381 members 
Mstep: Class 21 contains 36664 members 
Mstep: Class 22 contains 5571 members 
Mstep: Class 23 contains 4447 members 
Mstep: Class 24 contains 6403 members 
Mstep: Class 25 contains 14681 members 
Mstep: Class 26 contains 3682 members 
Mstep: Class 27 contains 18497 members 
Mstep: Class 28 contains 9852 members 
Mstep: Class 29 contains 15108 members 
Mstep: Class 30 contains 16090 members 
Mstep: Class 31 contains 9286 members 
Mstep: Class 32 contains 106037 members 
Mstep: Class 33 contains 17966 members 
Mstep: Class 34 contains 8886 members 
Mstep: Class 35 contains 36420 members 
Mstep: Class 36 contains 2276 members 
Mstep: Class 37 contains 37521 members 
Mstep: Class 38 contains 14862 members 
Mstep: Class 39 contains 17542 members 
Mstep: Class 40 contains 5854 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 8112 members 
Mstep: Class 43 contains 14996 members 
Mstep: Class 44 contains 4546 members 
Mstep: Class 45 contains 2197 members 
Mstep: Class 46 contains 1623 members 
Mstep: Class 47 contains 11622 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 4023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88125040.000000 Penalty: 99961.906250
Iteration 192Q: 50 clusters Score -8.812504e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 55907 members 
Mstep: Class 2 contains 700 members 
Mstep: Class 3 contains 49718 members 
Mstep: Class 4 contains 10522 members 
Mstep: Class 5 contains 110823 members 
Mstep: Class 6 contains 37522 members 
Mstep: Class 7 contains 36539 members 
Mstep: Class 8 contains 3867 members 
Mstep: Class 9 contains 10428 members 
Mstep: Class 10 contains 12276 members 
Mstep: Class 11 contains 7129 members 
Mstep: Class 12 contains 24439 members 
Mstep: Class 13 contains 4003 members 
Mstep: Class 14 contains 4538 members 
Mstep: Class 15 contains 2839 members 
Mstep: Class 16 contains 37879 members 
Mstep: Class 17 contains 35167 members 
Mstep: Class 18 contains 11091 members 
Mstep: Class 19 contains 7388 members 
Mstep: Class 20 contains 1382 members 
Mstep: Class 21 contains 36666 members 
Mstep: Class 22 contains 5571 members 
Mstep: Class 23 contains 4445 members 
Mstep: Class 24 contains 6403 members 
Mstep: Class 25 contains 14681 members 
Mstep: Class 26 contains 3682 members 
Mstep: Class 27 contains 18497 members 
Mstep: Class 28 contains 9848 members 
Mstep: Class 29 contains 15108 members 
Mstep: Class 30 contains 16090 members 
Mstep: Class 31 contains 9286 members 
Mstep: Class 32 contains 106035 members 
Mstep: Class 33 contains 17966 members 
Mstep: Class 34 contains 8886 members 
Mstep: Class 35 contains 36421 members 
Mstep: Class 36 contains 2276 members 
Mstep: Class 37 contains 37523 members 
Mstep: Class 38 contains 14864 members 
Mstep: Class 39 contains 17542 members 
Mstep: Class 40 contains 5854 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 8120 members 
Mstep: Class 43 contains 14997 members 
Mstep: Class 44 contains 4547 members 
Mstep: Class 45 contains 2198 members 
Mstep: Class 46 contains 1622 members 
Mstep: Class 47 contains 11623 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 4023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88125096.000000 Penalty: 99961.906250
Iteration 193Q: 50 clusters Score -8.81251e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 55911 members 
Mstep: Class 2 contains 700 members 
Mstep: Class 3 contains 49717 members 
Mstep: Class 4 contains 10520 members 
Mstep: Class 5 contains 110816 members 
Mstep: Class 6 contains 37530 members 
Mstep: Class 7 contains 36540 members 
Mstep: Class 8 contains 3867 members 
Mstep: Class 9 contains 10424 members 
Mstep: Class 10 contains 12277 members 
Mstep: Class 11 contains 7129 members 
Mstep: Class 12 contains 24439 members 
Mstep: Class 13 contains 4003 members 
Mstep: Class 14 contains 4538 members 
Mstep: Class 15 contains 2839 members 
Mstep: Class 16 contains 37880 members 
Mstep: Class 17 contains 35157 members 
Mstep: Class 18 contains 11090 members 
Mstep: Class 19 contains 7390 members 
Mstep: Class 20 contains 1384 members 
Mstep: Class 21 contains 36667 members 
Mstep: Class 22 contains 5571 members 
Mstep: Class 23 contains 4446 members 
Mstep: Class 24 contains 6403 members 
Mstep: Class 25 contains 14681 members 
Mstep: Class 26 contains 3682 members 
Mstep: Class 27 contains 18497 members 
Mstep: Class 28 contains 9844 members 
Mstep: Class 29 contains 15108 members 
Mstep: Class 30 contains 16089 members 
Mstep: Class 31 contains 9286 members 
Mstep: Class 32 contains 106035 members 
Mstep: Class 33 contains 17966 members 
Mstep: Class 34 contains 8884 members 
Mstep: Class 35 contains 36423 members 
Mstep: Class 36 contains 2276 members 
Mstep: Class 37 contains 37523 members 
Mstep: Class 38 contains 14866 members 
Mstep: Class 39 contains 17542 members 
Mstep: Class 40 contains 5854 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 8129 members 
Mstep: Class 43 contains 14998 members 
Mstep: Class 44 contains 4544 members 
Mstep: Class 45 contains 2199 members 
Mstep: Class 46 contains 1622 members 
Mstep: Class 47 contains 11623 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 4022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88125112.000000 Penalty: 99961.906250
Iteration 194Q: 50 clusters Score -8.812511e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 55914 members 
Mstep: Class 2 contains 700 members 
Mstep: Class 3 contains 49714 members 
Mstep: Class 4 contains 10520 members 
Mstep: Class 5 contains 110808 members 
Mstep: Class 6 contains 37541 members 
Mstep: Class 7 contains 36539 members 
Mstep: Class 8 contains 3867 members 
Mstep: Class 9 contains 10422 members 
Mstep: Class 10 contains 12279 members 
Mstep: Class 11 contains 7130 members 
Mstep: Class 12 contains 24439 members 
Mstep: Class 13 contains 4003 members 
Mstep: Class 14 contains 4538 members 
Mstep: Class 15 contains 2839 members 
Mstep: Class 16 contains 37882 members 
Mstep: Class 17 contains 35150 members 
Mstep: Class 18 contains 11090 members 
Mstep: Class 19 contains 7388 members 
Mstep: Class 20 contains 1386 members 
Mstep: Class 21 contains 36667 members 
Mstep: Class 22 contains 5571 members 
Mstep: Class 23 contains 4447 members 
Mstep: Class 24 contains 6403 members 
Mstep: Class 25 contains 14681 members 
Mstep: Class 26 contains 3682 members 
Mstep: Class 27 contains 18498 members 
Mstep: Class 28 contains 9836 members 
Mstep: Class 29 contains 15109 members 
Mstep: Class 30 contains 16090 members 
Mstep: Class 31 contains 9286 members 
Mstep: Class 32 contains 106034 members 
Mstep: Class 33 contains 17967 members 
Mstep: Class 34 contains 8883 members 
Mstep: Class 35 contains 36426 members 
Mstep: Class 36 contains 2276 members 
Mstep: Class 37 contains 37523 members 
Mstep: Class 38 contains 14867 members 
Mstep: Class 39 contains 17543 members 
Mstep: Class 40 contains 5854 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 8136 members 
Mstep: Class 43 contains 14998 members 
Mstep: Class 44 contains 4544 members 
Mstep: Class 45 contains 2198 members 
Mstep: Class 46 contains 1618 members 
Mstep: Class 47 contains 11624 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 4021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88125112.000000 Penalty: 99961.906250
Iteration 195Q: 50 clusters Score -8.812511e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 55916 members 
Mstep: Class 2 contains 700 members 
Mstep: Class 3 contains 49714 members 
Mstep: Class 4 contains 10520 members 
Mstep: Class 5 contains 110800 members 
Mstep: Class 6 contains 37547 members 
Mstep: Class 7 contains 36540 members 
Mstep: Class 8 contains 3867 members 
Mstep: Class 9 contains 10420 members 
Mstep: Class 10 contains 12279 members 
Mstep: Class 11 contains 7130 members 
Mstep: Class 12 contains 24439 members 
Mstep: Class 13 contains 4003 members 
Mstep: Class 14 contains 4537 members 
Mstep: Class 15 contains 2839 members 
Mstep: Class 16 contains 37884 members 
Mstep: Class 17 contains 35146 members 
Mstep: Class 18 contains 11090 members 
Mstep: Class 19 contains 7386 members 
Mstep: Class 20 contains 1388 members 
Mstep: Class 21 contains 36670 members 
Mstep: Class 22 contains 5571 members 
Mstep: Class 23 contains 4446 members 
Mstep: Class 24 contains 6403 members 
Mstep: Class 25 contains 14681 members 
Mstep: Class 26 contains 3682 members 
Mstep: Class 27 contains 18497 members 
Mstep: Class 28 contains 9828 members 
Mstep: Class 29 contains 15109 members 
Mstep: Class 30 contains 16090 members 
Mstep: Class 31 contains 9286 members 
Mstep: Class 32 contains 106033 members 
Mstep: Class 33 contains 17968 members 
Mstep: Class 34 contains 8883 members 
Mstep: Class 35 contains 36428 members 
Mstep: Class 36 contains 2276 members 
Mstep: Class 37 contains 37523 members 
Mstep: Class 38 contains 14868 members 
Mstep: Class 39 contains 17544 members 
Mstep: Class 40 contains 5854 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 8145 members 
Mstep: Class 43 contains 14997 members 
Mstep: Class 44 contains 4544 members 
Mstep: Class 45 contains 2198 members 
Mstep: Class 46 contains 1618 members 
Mstep: Class 47 contains 11624 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 4020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88125072.000000 Penalty: 99961.906250
Iteration 196Q: 50 clusters Score -8.812507e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 55920 members 
Mstep: Class 2 contains 700 members 
Mstep: Class 3 contains 49715 members 
Mstep: Class 4 contains 10520 members 
Mstep: Class 5 contains 110795 members 
Mstep: Class 6 contains 37551 members 
Mstep: Class 7 contains 36543 members 
Mstep: Class 8 contains 3867 members 
Mstep: Class 9 contains 10418 members 
Mstep: Class 10 contains 12279 members 
Mstep: Class 11 contains 7129 members 
Mstep: Class 12 contains 24437 members 
Mstep: Class 13 contains 4003 members 
Mstep: Class 14 contains 4537 members 
Mstep: Class 15 contains 2839 members 
Mstep: Class 16 contains 37884 members 
Mstep: Class 17 contains 35143 members 
Mstep: Class 18 contains 11089 members 
Mstep: Class 19 contains 7382 members 
Mstep: Class 20 contains 1391 members 
Mstep: Class 21 contains 36671 members 
Mstep: Class 22 contains 5571 members 
Mstep: Class 23 contains 4444 members 
Mstep: Class 24 contains 6403 members 
Mstep: Class 25 contains 14680 members 
Mstep: Class 26 contains 3682 members 
Mstep: Class 27 contains 18497 members 
Mstep: Class 28 contains 9819 members 
Mstep: Class 29 contains 15109 members 
Mstep: Class 30 contains 16090 members 
Mstep: Class 31 contains 9286 members 
Mstep: Class 32 contains 106034 members 
Mstep: Class 33 contains 17968 members 
Mstep: Class 34 contains 8883 members 
Mstep: Class 35 contains 36430 members 
Mstep: Class 36 contains 2276 members 
Mstep: Class 37 contains 37524 members 
Mstep: Class 38 contains 14869 members 
Mstep: Class 39 contains 17547 members 
Mstep: Class 40 contains 5854 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 8155 members 
Mstep: Class 43 contains 14997 members 
Mstep: Class 44 contains 4544 members 
Mstep: Class 45 contains 2198 members 
Mstep: Class 46 contains 1615 members 
Mstep: Class 47 contains 11624 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 4019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88125088.000000 Penalty: 99961.906250
Iteration 197Q: 50 clusters Score -8.812509e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 55922 members 
Mstep: Class 2 contains 700 members 
Mstep: Class 3 contains 49714 members 
Mstep: Class 4 contains 10520 members 
Mstep: Class 5 contains 110788 members 
Mstep: Class 6 contains 37555 members 
Mstep: Class 7 contains 36540 members 
Mstep: Class 8 contains 3867 members 
Mstep: Class 9 contains 10416 members 
Mstep: Class 10 contains 12281 members 
Mstep: Class 11 contains 7129 members 
Mstep: Class 12 contains 24438 members 
Mstep: Class 13 contains 4003 members 
Mstep: Class 14 contains 4537 members 
Mstep: Class 15 contains 2839 members 
Mstep: Class 16 contains 37884 members 
Mstep: Class 17 contains 35140 members 
Mstep: Class 18 contains 11089 members 
Mstep: Class 19 contains 7379 members 
Mstep: Class 20 contains 1392 members 
Mstep: Class 21 contains 36671 members 
Mstep: Class 22 contains 5571 members 
Mstep: Class 23 contains 4446 members 
Mstep: Class 24 contains 6403 members 
Mstep: Class 25 contains 14681 members 
Mstep: Class 26 contains 3681 members 
Mstep: Class 27 contains 18497 members 
Mstep: Class 28 contains 9813 members 
Mstep: Class 29 contains 15109 members 
Mstep: Class 30 contains 16090 members 
Mstep: Class 31 contains 9286 members 
Mstep: Class 32 contains 106035 members 
Mstep: Class 33 contains 17968 members 
Mstep: Class 34 contains 8883 members 
Mstep: Class 35 contains 36433 members 
Mstep: Class 36 contains 2276 members 
Mstep: Class 37 contains 37524 members 
Mstep: Class 38 contains 14869 members 
Mstep: Class 39 contains 17549 members 
Mstep: Class 40 contains 5854 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 8161 members 
Mstep: Class 43 contains 14997 members 
Mstep: Class 44 contains 4543 members 
Mstep: Class 45 contains 2198 members 
Mstep: Class 46 contains 1616 members 
Mstep: Class 47 contains 11625 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 4019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88125040.000000 Penalty: 99961.906250
Iteration 198Q: 50 clusters Score -8.812504e+07 nChanged 39
Entering ConstructFrom: 
Score: -88125040.000000 Penalty: 99961.906250
Entering ConstructFrom: 
Trying to split cluster 1 (55919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55919 members 
Entering Unmasked Estep 
Score: -5594586.500000 Penalty: 1626.630981
	Iteration 0F: 2 clusters Score -5594586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27967 members 
Mstep: Class 2 contains 27952 members 
Entering Unmasked Estep 
Score: -5558077.500000 Penalty: 3253.261963
	Iteration 0F: 3 clusters Score -5558078 nChanged 25958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28321 members 
Mstep: Class 2 contains 27598 members 
Entering Unmasked Estep 
Score: -5572963.500000 Penalty: 3253.261963
	Iteration 1F: 3 clusters Score -5572964 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28456 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -5573969.500000 Penalty: 3253.261963
	Iteration 2Q: 3 clusters Score -5573970 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28596 members 
Mstep: Class 2 contains 27323 members 
Entering Unmasked Estep 
Score: -5575184.500000 Penalty: 3253.261963
	Iteration 3Q: 3 clusters Score -5575184 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28734 members 
Mstep: Class 2 contains 27185 members 
Entering Unmasked Estep 
Score: -5576723.000000 Penalty: 3253.261963
	Iteration 4F: 3 clusters Score -5576723 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28754 members 
Mstep: Class 2 contains 27165 members 
Entering Unmasked Estep 
Score: -5578681.500000 Penalty: 3253.261963
	Iteration 5F: 3 clusters Score -5578682 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28654 members 
Mstep: Class 2 contains 27265 members 
Entering Unmasked Estep 
Score: -5580763.500000 Penalty: 3253.261963
	Iteration 6F: 3 clusters Score -5580764 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28389 members 
Mstep: Class 2 contains 27530 members 
Entering Unmasked Estep 
Score: -5582787.500000 Penalty: 3253.261963
	Iteration 7F: 3 clusters Score -5582788 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 27835 members 
Entering Unmasked Estep 
Score: -5584612.500000 Penalty: 3253.261963
	Iteration 8F: 3 clusters Score -5584612 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27738 members 
Mstep: Class 2 contains 28181 members 
Entering Unmasked Estep 
Score: -5585827.500000 Penalty: 3253.261963
	Iteration 9Q: 3 clusters Score -5585828 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 28462 members 
Entering Unmasked Estep 
Score: -5586508.500000 Penalty: 3253.261963
	Iteration 10Q: 3 clusters Score -5586508 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27181 members 
Mstep: Class 2 contains 28738 members 
Entering Unmasked Estep 
Score: -5586854.000000 Penalty: 3253.261963
	Iteration 11Q: 3 clusters Score -5586854 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26959 members 
Mstep: Class 2 contains 28960 members 
Entering Unmasked Estep 
Score: -5587074.500000 Penalty: 3253.261963
	Iteration 12Q: 3 clusters Score -5587074 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26732 members 
Mstep: Class 2 contains 29187 members 
Entering Unmasked Estep 
Score: -5587245.500000 Penalty: 3253.261963
	Iteration 13Q: 3 clusters Score -5587246 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26522 members 
Mstep: Class 2 contains 29397 members 
Entering Unmasked Estep 
Score: -5587360.500000 Penalty: 3253.261963
	Iteration 14Q: 3 clusters Score -5587360 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26346 members 
Mstep: Class 2 contains 29573 members 
Entering Unmasked Estep 
Score: -5587462.000000 Penalty: 3253.261963
	Iteration 15Q: 3 clusters Score -5587462 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26112 members 
Mstep: Class 2 contains 29807 members 
Entering Unmasked Estep 
Score: -5587535.500000 Penalty: 3253.261963
	Iteration 16Q: 3 clusters Score -5587536 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 30062 members 
Entering Unmasked Estep 
Score: -5587633.000000 Penalty: 3253.261963
	Iteration 17Q: 3 clusters Score -5587633 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25616 members 
Mstep: Class 2 contains 30303 members 
Entering Unmasked Estep 
Score: -5587720.000000 Penalty: 3253.261963
	Iteration 18Q: 3 clusters Score -5587720 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Mstep: Class 2 contains 30551 members 
Entering Unmasked Estep 
Score: -5587813.000000 Penalty: 3253.261963
	Iteration 19Q: 3 clusters Score -5587813 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25071 members 
Mstep: Class 2 contains 30848 members 
Entering Unmasked Estep 
Score: -5587850.500000 Penalty: 3253.261963
	Iteration 20F: 3 clusters Score -5587850 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 31149 members 
Entering Unmasked Estep 
Score: -5587958.000000 Penalty: 3253.261963
	Iteration 21Q: 3 clusters Score -5587958 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 31496 members 
Entering Unmasked Estep 
Score: -5588094.500000 Penalty: 3253.261963
	Iteration 22Q: 3 clusters Score -5588094 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 31869 members 
Entering Unmasked Estep 
Score: -5588203.500000 Penalty: 3253.261963
	Iteration 23Q: 3 clusters Score -5588204 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 32283 members 
Entering Unmasked Estep 
Score: -5588315.500000 Penalty: 3253.261963
	Iteration 24Q: 3 clusters Score -5588316 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 32718 members 
Entering Unmasked Estep 
Score: -5588446.500000 Penalty: 3253.261963
	Iteration 25Q: 3 clusters Score -5588446 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 33198 members 
Entering Unmasked Estep 
Score: -5588648.500000 Penalty: 3253.261963
	Iteration 26Q: 3 clusters Score -5588648 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 33717 members 
Entering Unmasked Estep 
Score: -5588809.000000 Penalty: 3253.261963
	Iteration 27Q: 3 clusters Score -5588809 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 34247 members 
Entering Unmasked Estep 
Score: -5589015.500000 Penalty: 3253.261963
	Iteration 28Q: 3 clusters Score -5589016 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 34844 members 
Entering Unmasked Estep 
Score: -5589321.000000 Penalty: 3253.261963
	Iteration 29Q: 3 clusters Score -5589321 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 35472 members 
Entering Unmasked Estep 
Score: -5589630.500000 Penalty: 3253.261963
	Iteration 30Q: 3 clusters Score -5589630 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 36088 members 
Entering Unmasked Estep 
Score: -5589942.500000 Penalty: 3253.261963
	Iteration 31Q: 3 clusters Score -5589942 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 36708 members 
Entering Unmasked Estep 
Score: -5590308.500000 Penalty: 3253.261963
	Iteration 32Q: 3 clusters Score -5590308 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 37303 members 
Entering Unmasked Estep 
Score: -5590611.000000 Penalty: 3253.261963
	Iteration 33Q: 3 clusters Score -5590611 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 37890 members 
Entering Unmasked Estep 
Score: -5590867.000000 Penalty: 3253.261963
	Iteration 34Q: 3 clusters Score -5590867 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 38428 members 
Entering Unmasked Estep 
Score: -5591090.500000 Penalty: 3253.261963
	Iteration 35Q: 3 clusters Score -5591090 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 38919 members 
Entering Unmasked Estep 
Score: -5591256.000000 Penalty: 3253.261963
	Iteration 36Q: 3 clusters Score -5591256 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 39369 members 
Entering Unmasked Estep 
Score: -5591399.000000 Penalty: 3253.261963
	Iteration 37Q: 3 clusters Score -5591399 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 39788 members 
Entering Unmasked Estep 
Score: -5591553.500000 Penalty: 3253.261963
	Iteration 38Q: 3 clusters Score -5591554 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 40169 members 
Entering Unmasked Estep 
Score: -5591658.500000 Penalty: 3253.261963
	Iteration 39Q: 3 clusters Score -5591658 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 40524 members 
Entering Unmasked Estep 
Score: -5591723.000000 Penalty: 3253.261963
	Iteration 40F: 3 clusters Score -5591723 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 40850 members 
Entering Unmasked Estep 
Score: -5591780.000000 Penalty: 3253.261963
	Iteration 41Q: 3 clusters Score -5591780 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 41147 members 
Entering Unmasked Estep 
Score: -5591821.500000 Penalty: 3253.261963
	Iteration 42Q: 3 clusters Score -5591822 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 41401 members 
Entering Unmasked Estep 
Score: -5591867.000000 Penalty: 3253.261963
	Iteration 43Q: 3 clusters Score -5591867 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 41636 members 
Entering Unmasked Estep 
Score: -5591906.000000 Penalty: 3253.261963
	Iteration 44Q: 3 clusters Score -5591906 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 41867 members 
Entering Unmasked Estep 
Score: -5591945.000000 Penalty: 3253.261963
	Iteration 45Q: 3 clusters Score -5591945 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 42101 members 
Entering Unmasked Estep 
Score: -5591973.500000 Penalty: 3253.261963
	Iteration 46Q: 3 clusters Score -5591974 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 42311 members 
Entering Unmasked Estep 
Score: -5591993.000000 Penalty: 3253.261963
	Iteration 47Q: 3 clusters Score -5591993 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 42523 members 
Entering Unmasked Estep 
Score: -5592007.000000 Penalty: 3253.261963
	Iteration 48Q: 3 clusters Score -5592007 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 42737 members 
Entering Unmasked Estep 
Score: -5592055.500000 Penalty: 3253.261963
	Iteration 49Q: 3 clusters Score -5592056 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 42925 members 
Entering Unmasked Estep 
Score: -5592085.500000 Penalty: 3253.261963
	Iteration 50Q: 3 clusters Score -5592086 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 43121 members 
Entering Unmasked Estep 
Score: -5592103.500000 Penalty: 3253.261963
	Iteration 51Q: 3 clusters Score -5592104 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 43319 members 
Entering Unmasked Estep 
Score: -5592134.500000 Penalty: 3253.261963
	Iteration 52Q: 3 clusters Score -5592134 nChanged 196
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 43515 members 
Entering Unmasked Estep 
Score: -5592167.000000 Penalty: 3253.261963
	Iteration 53Q: 3 clusters Score -5592167 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 43691 members 
Entering Unmasked Estep 
Score: -5592175.000000 Penalty: 3253.261963
	Iteration 54Q: 3 clusters Score -5592175 nChanged 190
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 43881 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5592181 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 44068 members 
Entering Unmasked Estep 
Score: -5592211.000000 Penalty: 3253.261963
	Iteration 56Q: 3 clusters Score -5592211 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 44258 members 
Entering Unmasked Estep 
Score: -5592224.500000 Penalty: 3253.261963
	Iteration 57Q: 3 clusters Score -5592224 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 44410 members 
Entering Unmasked Estep 
Score: -5592242.000000 Penalty: 3253.261963
	Iteration 58Q: 3 clusters Score -5592242 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 44564 members 
Entering Unmasked Estep 
Score: -5592257.500000 Penalty: 3253.261963
	Iteration 59Q: 3 clusters Score -5592258 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 44715 members 
Entering Unmasked Estep 
Score: -5592264.500000 Penalty: 3253.261963
	Iteration 60F: 3 clusters Score -5592264 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 44869 members 
Entering Unmasked Estep 
Score: -5592294.500000 Penalty: 3253.261963
	Iteration 61Q: 3 clusters Score -5592294 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 45017 members 
Entering Unmasked Estep 
Score: -5592317.000000 Penalty: 3253.261963
	Iteration 62Q: 3 clusters Score -5592317 nChanged 148
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 45165 members 
Entering Unmasked Estep 
Score: -5592330.500000 Penalty: 3253.261963
	Iteration 63Q: 3 clusters Score -5592330 nChanged 142
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 45307 members 
Entering Unmasked Estep 
Score: -5592356.000000 Penalty: 3253.261963
	Iteration 64Q: 3 clusters Score -5592356 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 45460 members 
Entering Unmasked Estep 
Score: -5592369.000000 Penalty: 3253.261963
	Iteration 65Q: 3 clusters Score -5592369 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 45605 members 
Entering Unmasked Estep 
Score: -5592386.500000 Penalty: 3253.261963
	Iteration 66Q: 3 clusters Score -5592386 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 45745 members 
Entering Unmasked Estep 
Score: -5592405.000000 Penalty: 3253.261963
	Iteration 67Q: 3 clusters Score -5592405 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 45883 members 
Entering Unmasked Estep 
Score: -5592404.500000 Penalty: 3253.261963
	Iteration 68Q: 3 clusters Score -5592404 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 46016 members 
Entering Unmasked Estep 
Score: -5592415.500000 Penalty: 3253.261963
	Iteration 69Q: 3 clusters Score -5592416 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 46132 members 
Entering Unmasked Estep 
Score: -5592426.500000 Penalty: 3253.261963
	Iteration 70Q: 3 clusters Score -5592426 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 46243 members 
Entering Unmasked Estep 
Score: -5592454.000000 Penalty: 3253.261963
	Iteration 71Q: 3 clusters Score -5592454 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 46336 members 
Entering Unmasked Estep 
Score: -5592468.500000 Penalty: 3253.261963
	Iteration 72Q: 3 clusters Score -5592468 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 46435 members 
Entering Unmasked Estep 
Score: -5592476.000000 Penalty: 3253.261963
	Iteration 73Q: 3 clusters Score -5592476 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 46539 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5592494 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 46651 members 
Entering Unmasked Estep 
Score: -5592495.000000 Penalty: 3253.261963
	Iteration 75Q: 3 clusters Score -5592495 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 46756 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5592505 nChanged 136
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 46890 members 
Entering Unmasked Estep 
Score: -5592516.000000 Penalty: 3253.261963
	Iteration 77Q: 3 clusters Score -5592516 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 47017 members 
Entering Unmasked Estep 
Score: -5592542.500000 Penalty: 3253.261963
	Iteration 78Q: 3 clusters Score -5592542 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 47149 members 
Entering Unmasked Estep 
Score: -5592562.500000 Penalty: 3253.261963
	Iteration 79Q: 3 clusters Score -5592562 nChanged 121
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 47268 members 
Entering Unmasked Estep 
Score: -5592560.000000 Penalty: 3253.261963
	Iteration 80F: 3 clusters Score -5592560 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 47387 members 
Entering Unmasked Estep 
Score: -5592578.500000 Penalty: 3253.261963
	Iteration 81Q: 3 clusters Score -5592578 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 47505 members 
Entering Unmasked Estep 
Score: -5592614.500000 Penalty: 3253.261963
	Iteration 82Q: 3 clusters Score -5592614 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 47625 members 
Entering Unmasked Estep 
Score: -5592625.000000 Penalty: 3253.261963
	Iteration 83Q: 3 clusters Score -5592625 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 47770 members 
Entering Unmasked Estep 
Score: -5592637.500000 Penalty: 3253.261963
	Iteration 84Q: 3 clusters Score -5592638 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 47930 members 
Entering Unmasked Estep 
Score: -5592663.500000 Penalty: 3253.261963
	Iteration 85Q: 3 clusters Score -5592664 nChanged 150
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Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 48080 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5592685 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 48234 members 
Entering Unmasked Estep 
Score: -5592683.500000 Penalty: 3253.261963
	Iteration 87Q: 3 clusters Score -5592684 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 48386 members 
Entering Unmasked Estep 
Score: -5592740.000000 Penalty: 3253.261963
	Iteration 88Q: 3 clusters Score -5592740 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 48535 members 
Entering Unmasked Estep 
Score: -5592755.500000 Penalty: 3253.261963
	Iteration 89Q: 3 clusters Score -5592756 nChanged 131
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 48664 members 
Entering Unmasked Estep 
Score: -5592749.000000 Penalty: 3253.261963
	Iteration 90Q: 3 clusters Score -5592749 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 48794 members 
Entering Unmasked Estep 
Score: -5592779.500000 Penalty: 3253.261963
	Iteration 91Q: 3 clusters Score -5592780 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 48917 members 
Entering Unmasked Estep 
Score: -5592807.500000 Penalty: 3253.261963
	Iteration 92Q: 3 clusters Score -5592808 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 49047 members 
Entering Unmasked Estep 
Score: -5592819.500000 Penalty: 3253.261963
	Iteration 93Q: 3 clusters Score -5592820 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 49151 members 
Entering Unmasked Estep 
Score: -5592823.000000 Penalty: 3253.261963
	Iteration 94Q: 3 clusters Score -5592823 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 49262 members 
Entering Unmasked Estep 
Score: -5592846.500000 Penalty: 3253.261963
	Iteration 95Q: 3 clusters Score -5592846 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 49362 members 
Entering Unmasked Estep 
Score: -5592861.500000 Penalty: 3253.261963
	Iteration 96Q: 3 clusters Score -5592862 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 49449 members 
Entering Unmasked Estep 
Score: -5592871.000000 Penalty: 3253.261963
	Iteration 97Q: 3 clusters Score -5592871 nChanged 93
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Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 49536 members 
Entering Unmasked Estep 
Score: -5592873.500000 Penalty: 3253.261963
	Iteration 98Q: 3 clusters Score -5592874 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 49621 members 
Entering Unmasked Estep 
Score: -5592893.500000 Penalty: 3253.261963
	Iteration 99Q: 3 clusters Score -5592894 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 49704 members 
Entering Unmasked Estep 
Score: -5592905.000000 Penalty: 3253.261963
	Iteration 100F: 3 clusters Score -5592905 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 49789 members 
Entering Unmasked Estep 
Score: -5592914.000000 Penalty: 3253.261963
	Iteration 101Q: 3 clusters Score -5592914 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 49883 members 
Entering Unmasked Estep 
Score: -5592916.500000 Penalty: 3253.261963
	Iteration 102Q: 3 clusters Score -5592916 nChanged 92
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 49975 members 
Entering Unmasked Estep 
Score: -5592920.500000 Penalty: 3253.261963
	Iteration 103Q: 3 clusters Score -5592920 nChanged 85
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Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 50060 members 
Entering Unmasked Estep 
Score: -5592927.500000 Penalty: 3253.261963
	Iteration 104Q: 3 clusters Score -5592928 nChanged 84
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 50140 members 
Entering Unmasked Estep 
Score: -5592942.500000 Penalty: 3253.261963
	Iteration 105Q: 3 clusters Score -5592942 nChanged 90
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Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 50224 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5592946 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5624 members 
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Entering Unmasked Estep 
Score: -5592966.500000 Penalty: 3253.261963
	Iteration 107Q: 3 clusters Score -5592966 nChanged 66
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Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 50359 members 
Entering Unmasked Estep 
Score: -5592968.500000 Penalty: 3253.261963
	Iteration 108Q: 3 clusters Score -5592968 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 50422 members 
Entering Unmasked Estep 
Score: -5592976.000000 Penalty: 3253.261963
	Iteration 109Q: 3 clusters Score -5592976 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 50485 members 
Entering Unmasked Estep 
Score: -5592985.500000 Penalty: 3253.261963
	Iteration 110Q: 3 clusters Score -5592986 nChanged 78
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Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 50563 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5592987 nChanged 64
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Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 50627 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5592998 nChanged 52
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Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 50679 members 
Entering Unmasked Estep 
Score: -5593004.000000 Penalty: 3253.261963
	Iteration 113Q: 3 clusters Score -5593004 nChanged 58
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Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 50735 members 
Entering Unmasked Estep 
Score: -5593025.000000 Penalty: 3253.261963
	Iteration 114Q: 3 clusters Score -5593025 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 50792 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5593028 nChanged 37
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Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 50829 members 
Entering Unmasked Estep 
Score: -5593020.000000 Penalty: 3253.261963
	Iteration 116Q: 3 clusters Score -5593020 nChanged 36
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Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 50863 members 
Entering Unmasked Estep 
Score: -5593027.500000 Penalty: 3253.261963
	Iteration 117Q: 3 clusters Score -5593028 nChanged 34
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Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 50897 members 
Entering Unmasked Estep 
Score: -5593038.000000 Penalty: 3253.261963
	Iteration 118Q: 3 clusters Score -5593038 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4989 members 
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Entering Unmasked Estep 
Score: -5593032.500000 Penalty: 3253.261963
	Iteration 119Q: 3 clusters Score -5593032 nChanged 40
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Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 50970 members 
Entering Unmasked Estep 
Score: -5593040.500000 Penalty: 3253.261963
	Iteration 120F: 3 clusters Score -5593040 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 50999 members 
Entering Unmasked Estep 
Score: -5593039.500000 Penalty: 3253.261963
	Iteration 121Q: 3 clusters Score -5593040 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 51026 members 
Entering Unmasked Estep 
Score: -5593044.500000 Penalty: 3253.261963
	Iteration 122Q: 3 clusters Score -5593044 nChanged 38
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Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 51064 members 
Entering Unmasked Estep 
Score: -5593042.500000 Penalty: 3253.261963
	Iteration 123Q: 3 clusters Score -5593042 nChanged 40
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Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 51104 members 
Entering Unmasked Estep 
Score: -5593044.500000 Penalty: 3253.261963
	Iteration 124Q: 3 clusters Score -5593044 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 51153 members 
Entering Unmasked Estep 
Score: -5593051.000000 Penalty: 3253.261963
	Iteration 125Q: 3 clusters Score -5593051 nChanged 49
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Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 51202 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5593067 nChanged 49
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Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 51251 members 
Entering Unmasked Estep 
Score: -5593062.000000 Penalty: 3253.261963
	Iteration 127Q: 3 clusters Score -5593062 nChanged 37
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Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 51286 members 
Entering Unmasked Estep 
Score: -5593071.000000 Penalty: 3253.261963
	Iteration 128Q: 3 clusters Score -5593071 nChanged 42
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Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 51328 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5593082 nChanged 39
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Mstep: Class 1 contains 4552 members 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5593088 nChanged 40
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Mstep: Class 1 contains 4512 members 
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5593096 nChanged 38
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Mstep: Class 1 contains 4474 members 
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -5593101 nChanged 45
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Mstep: Class 1 contains 4429 members 
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Entering Unmasked Estep 
Score: -5593130.500000 Penalty: 3253.261963
	Iteration 133Q: 3 clusters Score -5593130 nChanged 48
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5593135 nChanged 52
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Entering Unmasked Estep 
Score: -5593145.500000 Penalty: 3253.261963
	Iteration 135Q: 3 clusters Score -5593146 nChanged 39
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Entering Unmasked Estep 
Score: -5593161.500000 Penalty: 3253.261963
	Iteration 136Q: 3 clusters Score -5593162 nChanged 47
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Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 51670 members 
Entering Unmasked Estep 
Score: -5593178.000000 Penalty: 3253.261963
	Iteration 137Q: 3 clusters Score -5593178 nChanged 51
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Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 51721 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5593186 nChanged 54
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Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 51775 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5593188 nChanged 52
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Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 51827 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -5593189 nChanged 52
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Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 51879 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -5593192 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 51932 members 
Entering Unmasked Estep 
Score: -5593204.500000 Penalty: 3253.261963
	Iteration 142Q: 3 clusters Score -5593204 nChanged 58
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Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 51986 members 
Entering Unmasked Estep 
Score: -5593190.500000 Penalty: 3253.261963
	Iteration 143Q: 3 clusters Score -5593190 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 52036 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -5593201 nChanged 41
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 52077 members 
Entering Unmasked Estep 
Score: -5593197.500000 Penalty: 3253.261963
	Iteration 145Q: 3 clusters Score -5593198 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 52119 members 
Entering Unmasked Estep 
Score: -5593215.000000 Penalty: 3253.261963
	Iteration 146Q: 3 clusters Score -5593215 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 52165 members 
Entering Unmasked Estep 
Score: -5593213.500000 Penalty: 3253.261963
	Iteration 147Q: 3 clusters Score -5593214 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 52204 members 
Entering Unmasked Estep 
Score: -5593215.000000 Penalty: 3253.261963
	Iteration 148Q: 3 clusters Score -5593215 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 52241 members 
Entering Unmasked Estep 
Score: -5593234.000000 Penalty: 3253.261963
	Iteration 149Q: 3 clusters Score -5593234 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 52280 members 
Entering Unmasked Estep 
Score: -5593252.000000 Penalty: 3253.261963
	Iteration 150Q: 3 clusters Score -5593252 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 52324 members 
Entering Unmasked Estep 
Score: -5593264.500000 Penalty: 3253.261963
	Iteration 151Q: 3 clusters Score -5593264 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 52366 members 
Entering Unmasked Estep 
Score: -5593268.000000 Penalty: 3253.261963
	Iteration 152Q: 3 clusters Score -5593268 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 52403 members 
Entering Unmasked Estep 
Score: -5593265.500000 Penalty: 3253.261963
	Iteration 153Q: 3 clusters Score -5593266 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 52437 members 
Entering Unmasked Estep 
Score: -5593272.500000 Penalty: 3253.261963
	Iteration 154Q: 3 clusters Score -5593272 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 52476 members 
Entering Unmasked Estep 
Score: -5593279.500000 Penalty: 3253.261963
	Iteration 155Q: 3 clusters Score -5593280 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 52514 members 
Entering Unmasked Estep 
Score: -5593274.500000 Penalty: 3253.261963
	Iteration 156Q: 3 clusters Score -5593274 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 52539 members 
Entering Unmasked Estep 
Score: -5593277.500000 Penalty: 3253.261963
	Iteration 157Q: 3 clusters Score -5593278 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 52570 members 
Entering Unmasked Estep 
Score: -5593277.000000 Penalty: 3253.261963
	Iteration 158Q: 3 clusters Score -5593277 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 52598 members 
Entering Unmasked Estep 
Score: -5593270.500000 Penalty: 3253.261963
	Iteration 159Q: 3 clusters Score -5593270 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 52626 members 
Entering Unmasked Estep 
Score: -5593285.500000 Penalty: 3253.261963
	Iteration 160F: 3 clusters Score -5593286 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 52651 members 
Entering Unmasked Estep 
Score: -5593298.000000 Penalty: 3253.261963
	Iteration 161Q: 3 clusters Score -5593298 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 52671 members 
Entering Unmasked Estep 
Score: -5593291.500000 Penalty: 3253.261963
	Iteration 162Q: 3 clusters Score -5593292 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 52689 members 
Entering Unmasked Estep 
Score: -5593298.000000 Penalty: 3253.261963
	Iteration 163Q: 3 clusters Score -5593298 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 52717 members 
Entering Unmasked Estep 
Score: -5593305.000000 Penalty: 3253.261963
	Iteration 164Q: 3 clusters Score -5593305 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 52745 members 
Entering Unmasked Estep 
Score: -5593300.500000 Penalty: 3253.261963
	Iteration 165Q: 3 clusters Score -5593300 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 52770 members 
Entering Unmasked Estep 
Score: -5593301.500000 Penalty: 3253.261963
	Iteration 166Q: 3 clusters Score -5593302 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 52798 members 
Entering Unmasked Estep 
Score: -5593297.000000 Penalty: 3253.261963
	Iteration 167Q: 3 clusters Score -5593297 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 52818 members 
Entering Unmasked Estep 
Score: -5593289.500000 Penalty: 3253.261963
	Iteration 168Q: 3 clusters Score -5593290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 52835 members 
Entering Unmasked Estep 
Score: -5593298.000000 Penalty: 3253.261963
	Iteration 169Q: 3 clusters Score -5593298 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 52853 members 
Entering Unmasked Estep 
Score: -5593302.000000 Penalty: 3253.261963
	Iteration 170Q: 3 clusters Score -5593302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 52870 members 
Entering Unmasked Estep 
Score: -5593311.500000 Penalty: 3253.261963
	Iteration 171Q: 3 clusters Score -5593312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 52882 members 
Entering Unmasked Estep 
Score: -5593301.500000 Penalty: 3253.261963
	Iteration 172Q: 3 clusters Score -5593302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 52891 members 
Entering Unmasked Estep 
Score: -5593302.000000 Penalty: 3253.261963
	Iteration 173Q: 3 clusters Score -5593302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 52903 members 
Entering Unmasked Estep 
Score: -5593315.500000 Penalty: 3253.261963
	Iteration 174Q: 3 clusters Score -5593316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 52916 members 
Entering Unmasked Estep 
Score: -5593322.000000 Penalty: 3253.261963
	Iteration 175Q: 3 clusters Score -5593322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 52928 members 
Entering Unmasked Estep 
Score: -5593320.000000 Penalty: 3253.261963
	Iteration 176Q: 3 clusters Score -5593320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 52941 members 
Entering Unmasked Estep 
Score: -5593327.500000 Penalty: 3253.261963
	Iteration 177Q: 3 clusters Score -5593328 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 52958 members 
Entering Unmasked Estep 
Score: -5593335.000000 Penalty: 3253.261963
	Iteration 178Q: 3 clusters Score -5593335 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 52980 members 
Entering Unmasked Estep 
Score: -5593338.000000 Penalty: 3253.261963
	Iteration 179Q: 3 clusters Score -5593338 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 53003 members 
Entering Unmasked Estep 
Score: -5593351.000000 Penalty: 3253.261963
	Iteration 180F: 3 clusters Score -5593351 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 53027 members 
Entering Unmasked Estep 
Score: -5593348.000000 Penalty: 3253.261963
	Iteration 181Q: 3 clusters Score -5593348 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 53046 members 
Entering Unmasked Estep 
Score: -5593346.000000 Penalty: 3253.261963
	Iteration 182Q: 3 clusters Score -5593346 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 53072 members 
Entering Unmasked Estep 
Score: -5593348.000000 Penalty: 3253.261963
	Iteration 183Q: 3 clusters Score -5593348 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 53093 members 
Entering Unmasked Estep 
Score: -5593347.000000 Penalty: 3253.261963
	Iteration 184Q: 3 clusters Score -5593347 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 53116 members 
Entering Unmasked Estep 
Score: -5593355.000000 Penalty: 3253.261963
	Iteration 185Q: 3 clusters Score -5593355 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 53142 members 
Entering Unmasked Estep 
Score: -5593367.000000 Penalty: 3253.261963
	Iteration 186Q: 3 clusters Score -5593367 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 53168 members 
Entering Unmasked Estep 
Score: -5593373.500000 Penalty: 3253.261963
	Iteration 187Q: 3 clusters Score -5593374 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 53195 members 
Entering Unmasked Estep 
Score: -5593373.000000 Penalty: 3253.261963
	Iteration 188Q: 3 clusters Score -5593373 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 53218 members 
Entering Unmasked Estep 
Score: -5593382.000000 Penalty: 3253.261963
	Iteration 189Q: 3 clusters Score -5593382 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 53242 members 
Entering Unmasked Estep 
Score: -5593388.000000 Penalty: 3253.261963
	Iteration 190Q: 3 clusters Score -5593388 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 53268 members 
Entering Unmasked Estep 
Score: -5593388.500000 Penalty: 3253.261963
	Iteration 191Q: 3 clusters Score -5593388 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 53287 members 
Entering Unmasked Estep 
Score: -5593390.000000 Penalty: 3253.261963
	Iteration 192Q: 3 clusters Score -5593390 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 53298 members 
Entering Unmasked Estep 
Score: -5593396.000000 Penalty: 3253.261963
	Iteration 193Q: 3 clusters Score -5593396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 53309 members 
Entering Unmasked Estep 
Score: -5593399.500000 Penalty: 3253.261963
	Iteration 194Q: 3 clusters Score -5593400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 53315 members 
Entering Unmasked Estep 
Score: -5593398.500000 Penalty: 3253.261963
	Iteration 195Q: 3 clusters Score -5593398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 53322 members 
Entering Unmasked Estep 
Score: -5593408.000000 Penalty: 3253.261963
	Iteration 196Q: 3 clusters Score -5593408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 53332 members 
Entering Unmasked Estep 
Score: -5593411.500000 Penalty: 3253.261963
	Iteration 197Q: 3 clusters Score -5593412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 53339 members 
Entering Unmasked Estep 
Score: -5593413.500000 Penalty: 3253.261963
	Iteration 198Q: 3 clusters Score -5593414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 53345 members 
Entering Unmasked Estep 
Score: -5593419.000000 Penalty: 3253.261963
	Iteration 199Q: 3 clusters Score -5593419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 53352 members 
Entering Unmasked Estep 
Score: -5593417.500000 Penalty: 3253.261963
	Iteration 200F: 3 clusters Score -5593418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 53353 members 
Entering Unmasked Estep 
Score: -5593423.000000 Penalty: 3253.261963
	Iteration 201Q: 3 clusters Score -5593423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 53358 members 
Entering Unmasked Estep 
Score: -5593421.000000 Penalty: 3253.261963
	Iteration 202Q: 3 clusters Score -5593421 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 53367 members 
Entering Unmasked Estep 
Score: -5593423.000000 Penalty: 3253.261963
	Iteration 203Q: 3 clusters Score -5593423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 53372 members 
Entering Unmasked Estep 
Score: -5593426.000000 Penalty: 3253.261963
	Iteration 204Q: 3 clusters Score -5593426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 53379 members 
Entering Unmasked Estep 
Score: -5593422.500000 Penalty: 3253.261963
	Iteration 205Q: 3 clusters Score -5593422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 53388 members 
Entering Unmasked Estep 
Score: -5593421.000000 Penalty: 3253.261963
	Iteration 206Q: 3 clusters Score -5593421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 53395 members 
Entering Unmasked Estep 
Score: -5593421.000000 Penalty: 3253.261963
	Iteration 207Q: 3 clusters Score -5593421 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 53405 members 
Entering Unmasked Estep 
Score: -5593435.000000 Penalty: 3253.261963
	Iteration 208Q: 3 clusters Score -5593435 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 53420 members 
Entering Unmasked Estep 
Score: -5593430.500000 Penalty: 3253.261963
	Iteration 209Q: 3 clusters Score -5593430 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 53438 members 
Entering Unmasked Estep 
Score: -5593438.500000 Penalty: 3253.261963
	Iteration 210Q: 3 clusters Score -5593438 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 53460 members 
Entering Unmasked Estep 
Score: -5593434.500000 Penalty: 3253.261963
	Iteration 211Q: 3 clusters Score -5593434 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 53485 members 
Entering Unmasked Estep 
Score: -5593440.500000 Penalty: 3253.261963
	Iteration 212Q: 3 clusters Score -5593440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 53498 members 
Entering Unmasked Estep 
Score: -5593448.000000 Penalty: 3253.261963
	Iteration 213Q: 3 clusters Score -5593448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 53512 members 
Entering Unmasked Estep 
Score: -5593450.500000 Penalty: 3253.261963
	Iteration 214Q: 3 clusters Score -5593450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 53523 members 
Entering Unmasked Estep 
Score: -5593451.500000 Penalty: 3253.261963
	Iteration 215Q: 3 clusters Score -5593452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 53534 members 
Entering Unmasked Estep 
Score: -5593457.000000 Penalty: 3253.261963
	Iteration 216Q: 3 clusters Score -5593457 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 53547 members 
Entering Unmasked Estep 
Score: -5593462.000000 Penalty: 3253.261963
	Iteration 217Q: 3 clusters Score -5593462 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 53561 members 
Entering Unmasked Estep 
Score: -5593468.000000 Penalty: 3253.261963
	Iteration 218Q: 3 clusters Score -5593468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 53573 members 
Entering Unmasked Estep 
Score: -5593460.500000 Penalty: 3253.261963
	Iteration 219Q: 3 clusters Score -5593460 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 53586 members 
Entering Unmasked Estep 
Score: -5593474.000000 Penalty: 3253.261963
	Iteration 220F: 3 clusters Score -5593474 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 53600 members 
Entering Unmasked Estep 
Score: -5593470.500000 Penalty: 3253.261963
	Iteration 221Q: 3 clusters Score -5593470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 53615 members 
Entering Unmasked Estep 
Score: -5593474.000000 Penalty: 3253.261963
	Iteration 222Q: 3 clusters Score -5593474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 53621 members 
Entering Unmasked Estep 
Score: -5593471.000000 Penalty: 3253.261963
	Iteration 223Q: 3 clusters Score -5593471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 53628 members 
Entering Unmasked Estep 
Score: -5593468.000000 Penalty: 3253.261963
	Iteration 224Q: 3 clusters Score -5593468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 53639 members 
Entering Unmasked Estep 
Score: -5593469.500000 Penalty: 3253.261963
	Iteration 225Q: 3 clusters Score -5593470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 53651 members 
Entering Unmasked Estep 
Score: -5593476.000000 Penalty: 3253.261963
	Iteration 226Q: 3 clusters Score -5593476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 53659 members 
Entering Unmasked Estep 
Score: -5593474.500000 Penalty: 3253.261963
	Iteration 227Q: 3 clusters Score -5593474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 53665 members 
Entering Unmasked Estep 
Score: -5593473.000000 Penalty: 3253.261963
	Iteration 228Q: 3 clusters Score -5593473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 53669 members 
Entering Unmasked Estep 
Score: -5593466.500000 Penalty: 3253.261963
	Iteration 229Q: 3 clusters Score -5593466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 53673 members 
Entering Unmasked Estep 
Score: -5593465.000000 Penalty: 3253.261963
	Iteration 230Q: 3 clusters Score -5593465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 53675 members 
Entering Unmasked Estep 
Score: -5593464.500000 Penalty: 3253.261963
	Iteration 231Q: 3 clusters Score -5593464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 53678 members 
Entering Unmasked Estep 
Score: -5593470.500000 Penalty: 3253.261963
	Iteration 232Q: 3 clusters Score -5593470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 53678 members 
Entering Unmasked Estep 
Score: -5593470.500000 Penalty: 3253.261963
	Iteration 233F: 3 clusters Score -5593470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Entering Unmasked Estep 
Score: -60303.945312 Penalty: 974.800781
	Iteration 0F: 2 clusters Score -60303.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -59264.800781 Penalty: 1949.601562
	Iteration 0F: 3 clusters Score -59264.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -59520.527344 Penalty: 1949.601562
	Iteration 1F: 3 clusters Score -59520.53 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -59636.839844 Penalty: 1949.601562
	Iteration 2F: 3 clusters Score -59636.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -59682.128906 Penalty: 1949.601562
	Iteration 3Q: 3 clusters Score -59682.13 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -59740.691406 Penalty: 1949.601562
	Iteration 4Q: 3 clusters Score -59740.69 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -59795.214844 Penalty: 1949.601562
	Iteration 5Q: 3 clusters Score -59795.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -59823.171875 Penalty: 1949.601562
	Iteration 6Q: 3 clusters Score -59823.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -59855.710938 Penalty: 1949.601562
	Iteration 7Q: 3 clusters Score -59855.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -59876.207031 Penalty: 1949.601562
	Iteration 8Q: 3 clusters Score -59876.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -59897.253906 Penalty: 1949.601562
	Iteration 9Q: 3 clusters Score -59897.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -59911.914062 Penalty: 1949.601562
	Iteration 10Q: 3 clusters Score -59911.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -59968.304688 Penalty: 1949.601562
	Iteration 11Q: 3 clusters Score -59968.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -60011.535156 Penalty: 1949.601562
	Iteration 12Q: 3 clusters Score -60011.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -60025.882812 Penalty: 1949.601562
	Iteration 13Q: 3 clusters Score -60025.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -60032.308594 Penalty: 1949.601562
	Iteration 14Q: 3 clusters Score -60032.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -60041.613281 Penalty: 1949.601562
	Iteration 15Q: 3 clusters Score -60041.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -60051.804688 Penalty: 1949.601562
	Iteration 16Q: 3 clusters Score -60051.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -60059.292969 Penalty: 1949.601562
	Iteration 17Q: 3 clusters Score -60059.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -60068.578125 Penalty: 1949.601562
	Iteration 18Q: 3 clusters Score -60068.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -60078.562500 Penalty: 1949.601562
	Iteration 19Q: 3 clusters Score -60078.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -60080.816406 Penalty: 1949.601562
	Iteration 20F: 3 clusters Score -60080.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -60084.945312 Penalty: 1949.601562
	Iteration 21Q: 3 clusters Score -60084.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -60092.523438 Penalty: 1949.601562
	Iteration 22Q: 3 clusters Score -60092.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -60099.140625 Penalty: 1949.601562
	Iteration 23Q: 3 clusters Score -60099.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -60100.316406 Penalty: 1949.601562
	Iteration 24Q: 3 clusters Score -60100.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -60100.316406 Penalty: 1949.601562
	Iteration 25F: 3 clusters Score -60100.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (49713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49713 members 
Entering Unmasked Estep 
Score: -4967969.000000 Penalty: 1609.126465
	Iteration 0F: 2 clusters Score -4967969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24688 members 
Mstep: Class 2 contains 25025 members 
Entering Unmasked Estep 
Score: -4935687.500000 Penalty: 3218.252930
	Iteration 0F: 3 clusters Score -4935688 nChanged 22859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 25978 members 
Entering Unmasked Estep 
Score: -4948835.500000 Penalty: 3218.252930
	Iteration 1F: 3 clusters Score -4948836 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23082 members 
Mstep: Class 2 contains 26631 members 
Entering Unmasked Estep 
Score: -4949698.500000 Penalty: 3218.252930
	Iteration 2Q: 3 clusters Score -4949698 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 27536 members 
Entering Unmasked Estep 
Score: -4950741.000000 Penalty: 3218.252930
	Iteration 3Q: 3 clusters Score -4950741 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 28716 members 
Entering Unmasked Estep 
Score: -4951938.500000 Penalty: 3218.252930
	Iteration 4Q: 3 clusters Score -4951938 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 30182 members 
Entering Unmasked Estep 
Score: -4953378.500000 Penalty: 3218.252930
	Iteration 5F: 3 clusters Score -4953378 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 31899 members 
Entering Unmasked Estep 
Score: -4955167.000000 Penalty: 3218.252930
	Iteration 6F: 3 clusters Score -4955167 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 33730 members 
Entering Unmasked Estep 
Score: -4957176.500000 Penalty: 3218.252930
	Iteration 7F: 3 clusters Score -4957176 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 35512 members 
Entering Unmasked Estep 
Score: -4959154.000000 Penalty: 3218.252930
	Iteration 8F: 3 clusters Score -4959154 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 36966 members 
Entering Unmasked Estep 
Score: -4960885.500000 Penalty: 3218.252930
	Iteration 9Q: 3 clusters Score -4960886 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 38057 members 
Entering Unmasked Estep 
Score: -4962143.500000 Penalty: 3218.252930
	Iteration 10Q: 3 clusters Score -4962144 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 38853 members 
Entering Unmasked Estep 
Score: -4962947.500000 Penalty: 3218.252930
	Iteration 11Q: 3 clusters Score -4962948 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 39418 members 
Entering Unmasked Estep 
Score: -4963567.500000 Penalty: 3218.252930
	Iteration 12Q: 3 clusters Score -4963568 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 39863 members 
Entering Unmasked Estep 
Score: -4964020.000000 Penalty: 3218.252930
	Iteration 13Q: 3 clusters Score -4964020 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 40226 members 
Entering Unmasked Estep 
Score: -4964374.500000 Penalty: 3218.252930
	Iteration 14Q: 3 clusters Score -4964374 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 40484 members 
Entering Unmasked Estep 
Score: -4964675.000000 Penalty: 3218.252930
	Iteration 15Q: 3 clusters Score -4964675 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 40666 members 
Entering Unmasked Estep 
Score: -4964878.500000 Penalty: 3218.252930
	Iteration 16Q: 3 clusters Score -4964878 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 40805 members 
Entering Unmasked Estep 
Score: -4965040.500000 Penalty: 3218.252930
	Iteration 17Q: 3 clusters Score -4965040 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 40905 members 
Entering Unmasked Estep 
Score: -4965199.500000 Penalty: 3218.252930
	Iteration 18Q: 3 clusters Score -4965200 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 40997 members 
Entering Unmasked Estep 
Score: -4965310.500000 Penalty: 3218.252930
	Iteration 19Q: 3 clusters Score -4965310 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 41067 members 
Entering Unmasked Estep 
Score: -4965414.000000 Penalty: 3218.252930
	Iteration 20F: 3 clusters Score -4965414 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 41114 members 
Entering Unmasked Estep 
Score: -4965493.000000 Penalty: 3218.252930
	Iteration 21Q: 3 clusters Score -4965493 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 41139 members 
Entering Unmasked Estep 
Score: -4965535.500000 Penalty: 3218.252930
	Iteration 22Q: 3 clusters Score -4965536 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 41129 members 
Entering Unmasked Estep 
Score: -4965616.500000 Penalty: 3218.252930
	Iteration 23Q: 3 clusters Score -4965616 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 41100 members 
Entering Unmasked Estep 
Score: -4965658.000000 Penalty: 3218.252930
	Iteration 24Q: 3 clusters Score -4965658 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 41044 members 
Entering Unmasked Estep 
Score: -4965681.500000 Penalty: 3218.252930
	Iteration 25Q: 3 clusters Score -4965682 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 40971 members 
Entering Unmasked Estep 
Score: -4965721.000000 Penalty: 3218.252930
	Iteration 26Q: 3 clusters Score -4965721 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 40896 members 
Entering Unmasked Estep 
Score: -4965765.500000 Penalty: 3218.252930
	Iteration 27Q: 3 clusters Score -4965766 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 40811 members 
Entering Unmasked Estep 
Score: -4965816.500000 Penalty: 3218.252930
	Iteration 28Q: 3 clusters Score -4965816 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 40727 members 
Entering Unmasked Estep 
Score: -4965834.500000 Penalty: 3218.252930
	Iteration 29Q: 3 clusters Score -4965834 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 40625 members 
Entering Unmasked Estep 
Score: -4965865.500000 Penalty: 3218.252930
	Iteration 30Q: 3 clusters Score -4965866 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 40537 members 
Entering Unmasked Estep 
Score: -4965893.500000 Penalty: 3218.252930
	Iteration 31Q: 3 clusters Score -4965894 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 40449 members 
Entering Unmasked Estep 
Score: -4965903.000000 Penalty: 3218.252930
	Iteration 32Q: 3 clusters Score -4965903 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 40341 members 
Entering Unmasked Estep 
Score: -4965932.500000 Penalty: 3218.252930
	Iteration 33Q: 3 clusters Score -4965932 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 40227 members 
Entering Unmasked Estep 
Score: -4965946.500000 Penalty: 3218.252930
	Iteration 34Q: 3 clusters Score -4965946 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 40114 members 
Entering Unmasked Estep 
Score: -4965978.500000 Penalty: 3218.252930
	Iteration 35Q: 3 clusters Score -4965978 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 39992 members 
Entering Unmasked Estep 
Score: -4965988.500000 Penalty: 3218.252930
	Iteration 36Q: 3 clusters Score -4965988 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 39855 members 
Entering Unmasked Estep 
Score: -4966022.000000 Penalty: 3218.252930
	Iteration 37Q: 3 clusters Score -4966022 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 39730 members 
Entering Unmasked Estep 
Score: -4966043.500000 Penalty: 3218.252930
	Iteration 38Q: 3 clusters Score -4966044 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 39589 members 
Entering Unmasked Estep 
Score: -4966046.500000 Penalty: 3218.252930
	Iteration 39Q: 3 clusters Score -4966046 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 39454 members 
Entering Unmasked Estep 
Score: -4966079.000000 Penalty: 3218.252930
	Iteration 40F: 3 clusters Score -4966079 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 39323 members 
Entering Unmasked Estep 
Score: -4966073.500000 Penalty: 3218.252930
	Iteration 41Q: 3 clusters Score -4966074 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 39202 members 
Entering Unmasked Estep 
Score: -4966114.500000 Penalty: 3218.252930
	Iteration 42Q: 3 clusters Score -4966114 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 39082 members 
Entering Unmasked Estep 
Score: -4966128.000000 Penalty: 3218.252930
	Iteration 43Q: 3 clusters Score -4966128 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 38957 members 
Entering Unmasked Estep 
Score: -4966153.000000 Penalty: 3218.252930
	Iteration 44Q: 3 clusters Score -4966153 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 38847 members 
Entering Unmasked Estep 
Score: -4966154.500000 Penalty: 3218.252930
	Iteration 45Q: 3 clusters Score -4966154 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 38751 members 
Entering Unmasked Estep 
Score: -4966178.500000 Penalty: 3218.252930
	Iteration 46Q: 3 clusters Score -4966178 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 38636 members 
Entering Unmasked Estep 
Score: -4966187.500000 Penalty: 3218.252930
	Iteration 47Q: 3 clusters Score -4966188 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 38521 members 
Entering Unmasked Estep 
Score: -4966191.000000 Penalty: 3218.252930
	Iteration 48Q: 3 clusters Score -4966191 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 38398 members 
Entering Unmasked Estep 
Score: -4966197.000000 Penalty: 3218.252930
	Iteration 49Q: 3 clusters Score -4966197 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 38273 members 
Entering Unmasked Estep 
Score: -4966230.500000 Penalty: 3218.252930
	Iteration 50Q: 3 clusters Score -4966230 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 38132 members 
Entering Unmasked Estep 
Score: -4966233.500000 Penalty: 3218.252930
	Iteration 51Q: 3 clusters Score -4966234 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 37988 members 
Entering Unmasked Estep 
Score: -4966242.500000 Penalty: 3218.252930
	Iteration 52Q: 3 clusters Score -4966242 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 37838 members 
Entering Unmasked Estep 
Score: -4966275.500000 Penalty: 3218.252930
	Iteration 53Q: 3 clusters Score -4966276 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 37695 members 
Entering Unmasked Estep 
Score: -4966306.500000 Penalty: 3218.252930
	Iteration 54Q: 3 clusters Score -4966306 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 37552 members 
Entering Unmasked Estep 
Score: -4966319.000000 Penalty: 3218.252930
	Iteration 55Q: 3 clusters Score -4966319 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 37410 members 
Entering Unmasked Estep 
Score: -4966341.500000 Penalty: 3218.252930
	Iteration 56Q: 3 clusters Score -4966342 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 37265 members 
Entering Unmasked Estep 
Score: -4966375.000000 Penalty: 3218.252930
	Iteration 57Q: 3 clusters Score -4966375 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 37131 members 
Entering Unmasked Estep 
Score: -4966369.500000 Penalty: 3218.252930
	Iteration 58Q: 3 clusters Score -4966370 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 37003 members 
Entering Unmasked Estep 
Score: -4966381.500000 Penalty: 3218.252930
	Iteration 59Q: 3 clusters Score -4966382 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 36884 members 
Entering Unmasked Estep 
Score: -4966400.500000 Penalty: 3218.252930
	Iteration 60F: 3 clusters Score -4966400 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 36776 members 
Entering Unmasked Estep 
Score: -4966419.000000 Penalty: 3218.252930
	Iteration 61Q: 3 clusters Score -4966419 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 36675 members 
Entering Unmasked Estep 
Score: -4966420.500000 Penalty: 3218.252930
	Iteration 62Q: 3 clusters Score -4966420 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 36573 members 
Entering Unmasked Estep 
Score: -4966427.000000 Penalty: 3218.252930
	Iteration 63Q: 3 clusters Score -4966427 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 36475 members 
Entering Unmasked Estep 
Score: -4966441.000000 Penalty: 3218.252930
	Iteration 64Q: 3 clusters Score -4966441 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 36391 members 
Entering Unmasked Estep 
Score: -4966435.000000 Penalty: 3218.252930
	Iteration 65Q: 3 clusters Score -4966435 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 36314 members 
Entering Unmasked Estep 
Score: -4966436.000000 Penalty: 3218.252930
	Iteration 66Q: 3 clusters Score -4966436 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 36244 members 
Entering Unmasked Estep 
Score: -4966438.000000 Penalty: 3218.252930
	Iteration 67Q: 3 clusters Score -4966438 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 36175 members 
Entering Unmasked Estep 
Score: -4966449.500000 Penalty: 3218.252930
	Iteration 68Q: 3 clusters Score -4966450 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 36097 members 
Entering Unmasked Estep 
Score: -4966459.500000 Penalty: 3218.252930
	Iteration 69Q: 3 clusters Score -4966460 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 36046 members 
Entering Unmasked Estep 
Score: -4966452.500000 Penalty: 3218.252930
	Iteration 70Q: 3 clusters Score -4966452 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 35999 members 
Entering Unmasked Estep 
Score: -4966464.500000 Penalty: 3218.252930
	Iteration 71Q: 3 clusters Score -4966464 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 35955 members 
Entering Unmasked Estep 
Score: -4966466.500000 Penalty: 3218.252930
	Iteration 72Q: 3 clusters Score -4966466 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 35918 members 
Entering Unmasked Estep 
Score: -4966465.500000 Penalty: 3218.252930
	Iteration 73Q: 3 clusters Score -4966466 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 35877 members 
Entering Unmasked Estep 
Score: -4966479.500000 Penalty: 3218.252930
	Iteration 74Q: 3 clusters Score -4966480 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 35843 members 
Entering Unmasked Estep 
Score: -4966479.500000 Penalty: 3218.252930
	Iteration 75Q: 3 clusters Score -4966480 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 35808 members 
Entering Unmasked Estep 
Score: -4966483.000000 Penalty: 3218.252930
	Iteration 76Q: 3 clusters Score -4966483 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 35776 members 
Entering Unmasked Estep 
Score: -4966477.500000 Penalty: 3218.252930
	Iteration 77Q: 3 clusters Score -4966478 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 35745 members 
Entering Unmasked Estep 
Score: -4966483.500000 Penalty: 3218.252930
	Iteration 78Q: 3 clusters Score -4966484 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 35712 members 
Entering Unmasked Estep 
Score: -4966493.000000 Penalty: 3218.252930
	Iteration 79Q: 3 clusters Score -4966493 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 35687 members 
Entering Unmasked Estep 
Score: -4966490.000000 Penalty: 3218.252930
	Iteration 80F: 3 clusters Score -4966490 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 35662 members 
Entering Unmasked Estep 
Score: -4966489.500000 Penalty: 3218.252930
	Iteration 81Q: 3 clusters Score -4966490 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 35637 members 
Entering Unmasked Estep 
Score: -4966495.500000 Penalty: 3218.252930
	Iteration 82Q: 3 clusters Score -4966496 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 35610 members 
Entering Unmasked Estep 
Score: -4966505.500000 Penalty: 3218.252930
	Iteration 83Q: 3 clusters Score -4966506 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 35587 members 
Entering Unmasked Estep 
Score: -4966512.000000 Penalty: 3218.252930
	Iteration 84Q: 3 clusters Score -4966512 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 35564 members 
Entering Unmasked Estep 
Score: -4966508.000000 Penalty: 3218.252930
	Iteration 85Q: 3 clusters Score -4966508 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 35543 members 
Entering Unmasked Estep 
Score: -4966506.500000 Penalty: 3218.252930
	Iteration 86Q: 3 clusters Score -4966506 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 35518 members 
Entering Unmasked Estep 
Score: -4966513.500000 Penalty: 3218.252930
	Iteration 87Q: 3 clusters Score -4966514 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 35499 members 
Entering Unmasked Estep 
Score: -4966510.500000 Penalty: 3218.252930
	Iteration 88Q: 3 clusters Score -4966510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 35485 members 
Entering Unmasked Estep 
Score: -4966512.500000 Penalty: 3218.252930
	Iteration 89Q: 3 clusters Score -4966512 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 35469 members 
Entering Unmasked Estep 
Score: -4966506.500000 Penalty: 3218.252930
	Iteration 90Q: 3 clusters Score -4966506 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 35451 members 
Entering Unmasked Estep 
Score: -4966507.000000 Penalty: 3218.252930
	Iteration 91Q: 3 clusters Score -4966507 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 35435 members 
Entering Unmasked Estep 
Score: -4966508.500000 Penalty: 3218.252930
	Iteration 92Q: 3 clusters Score -4966508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 35426 members 
Entering Unmasked Estep 
Score: -4966504.500000 Penalty: 3218.252930
	Iteration 93Q: 3 clusters Score -4966504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 35416 members 
Entering Unmasked Estep 
Score: -4966496.000000 Penalty: 3218.252930
	Iteration 94Q: 3 clusters Score -4966496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 35410 members 
Entering Unmasked Estep 
Score: -4966499.500000 Penalty: 3218.252930
	Iteration 95Q: 3 clusters Score -4966500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 35403 members 
Entering Unmasked Estep 
Score: -4966503.500000 Penalty: 3218.252930
	Iteration 96Q: 3 clusters Score -4966504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 35398 members 
Entering Unmasked Estep 
Score: -4966505.000000 Penalty: 3218.252930
	Iteration 97Q: 3 clusters Score -4966505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 35391 members 
Entering Unmasked Estep 
Score: -4966512.000000 Penalty: 3218.252930
	Iteration 98Q: 3 clusters Score -4966512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 35387 members 
Entering Unmasked Estep 
Score: -4966516.500000 Penalty: 3218.252930
	Iteration 99Q: 3 clusters Score -4966516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 35385 members 
Entering Unmasked Estep 
Score: -4966511.000000 Penalty: 3218.252930
	Iteration 100F: 3 clusters Score -4966511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 35384 members 
Entering Unmasked Estep 
Score: -4966510.500000 Penalty: 3218.252930
	Iteration 101Q: 3 clusters Score -4966510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 35381 members 
Entering Unmasked Estep 
Score: -4966507.500000 Penalty: 3218.252930
	Iteration 102Q: 3 clusters Score -4966508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 35378 members 
Entering Unmasked Estep 
Score: -4966509.500000 Penalty: 3218.252930
	Iteration 103Q: 3 clusters Score -4966510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 35374 members 
Entering Unmasked Estep 
Score: -4966511.500000 Penalty: 3218.252930
	Iteration 104Q: 3 clusters Score -4966512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 35371 members 
Entering Unmasked Estep 
Score: -4966509.000000 Penalty: 3218.252930
	Iteration 105Q: 3 clusters Score -4966509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 35367 members 
Entering Unmasked Estep 
Score: -4966510.000000 Penalty: 3218.252930
	Iteration 106Q: 3 clusters Score -4966510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 35363 members 
Entering Unmasked Estep 
Score: -4966511.500000 Penalty: 3218.252930
	Iteration 107Q: 3 clusters Score -4966512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 35360 members 
Entering Unmasked Estep 
Score: -4966516.000000 Penalty: 3218.252930
	Iteration 108Q: 3 clusters Score -4966516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 35358 members 
Entering Unmasked Estep 
Score: -4966514.000000 Penalty: 3218.252930
	Iteration 109Q: 3 clusters Score -4966514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 35357 members 
Entering Unmasked Estep 
Score: -4966513.500000 Penalty: 3218.252930
	Iteration 110Q: 3 clusters Score -4966514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 35355 members 
Entering Unmasked Estep 
Score: -4966514.500000 Penalty: 3218.252930
	Iteration 111Q: 3 clusters Score -4966514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 35354 members 
Entering Unmasked Estep 
Score: -4966518.000000 Penalty: 3218.252930
	Iteration 112Q: 3 clusters Score -4966518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 35352 members 
Entering Unmasked Estep 
Score: -4966512.000000 Penalty: 3218.252930
	Iteration 113Q: 3 clusters Score -4966512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 35352 members 
Entering Unmasked Estep 
Score: -4966512.000000 Penalty: 3218.252930
	Iteration 114F: 3 clusters Score -4966512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Entering Unmasked Estep 
Score: -1063351.000000 Penalty: 1378.041748
	Iteration 0F: 2 clusters Score -1063351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1056196.875000 Penalty: 2756.083496
	Iteration 0F: 3 clusters Score -1056197 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1058546.125000 Penalty: 2756.083496
	Iteration 1F: 3 clusters Score -1058546 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1058840 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -1059092 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1059321.500000 Penalty: 2756.083496
	Iteration 4Q: 3 clusters Score -1059322 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1059521.000000 Penalty: 2756.083496
	Iteration 5Q: 3 clusters Score -1059521 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1059704.500000 Penalty: 2756.083496
	Iteration 6Q: 3 clusters Score -1059704 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1059880.125000 Penalty: 2756.083496
	Iteration 7Q: 3 clusters Score -1059880 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1060069.125000 Penalty: 2756.083496
	Iteration 8Q: 3 clusters Score -1060069 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1060291.750000 Penalty: 2756.083496
	Iteration 9Q: 3 clusters Score -1060292 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1060526.875000 Penalty: 2756.083496
	Iteration 10Q: 3 clusters Score -1060527 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1060781.000000 Penalty: 2756.083496
	Iteration 11Q: 3 clusters Score -1060781 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1061051.125000 Penalty: 2756.083496
	Iteration 12Q: 3 clusters Score -1061051 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1061266.000000 Penalty: 2756.083496
	Iteration 13Q: 3 clusters Score -1061266 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1061450.875000 Penalty: 2756.083496
	Iteration 14Q: 3 clusters Score -1061451 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1061606.125000 Penalty: 2756.083496
	Iteration 15Q: 3 clusters Score -1061606 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1061740.125000 Penalty: 2756.083496
	Iteration 16Q: 3 clusters Score -1061740 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1061855.875000 Penalty: 2756.083496
	Iteration 17Q: 3 clusters Score -1061856 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1061994.500000 Penalty: 2756.083496
	Iteration 18Q: 3 clusters Score -1061994 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1062094.375000 Penalty: 2756.083496
	Iteration 19Q: 3 clusters Score -1062094 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1062198.125000 Penalty: 2756.083496
	Iteration 20F: 3 clusters Score -1062198 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1062307.000000 Penalty: 2756.083496
	Iteration 21Q: 3 clusters Score -1062307 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1062447.000000 Penalty: 2756.083496
	Iteration 22Q: 3 clusters Score -1062447 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1062617.750000 Penalty: 2756.083496
	Iteration 23Q: 3 clusters Score -1062618 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1062787.000000 Penalty: 2756.083496
	Iteration 24Q: 3 clusters Score -1062787 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1062920.125000 Penalty: 2756.083496
	Iteration 25Q: 3 clusters Score -1062920 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1063038.125000 Penalty: 2756.083496
	Iteration 26Q: 3 clusters Score -1063038 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1063127.875000 Penalty: 2756.083496
	Iteration 27Q: 3 clusters Score -1063128 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1063196.500000 Penalty: 2756.083496
	Iteration 28Q: 3 clusters Score -1063196 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1063257.625000 Penalty: 2756.083496
	Iteration 29Q: 3 clusters Score -1063258 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1063308.625000 Penalty: 2756.083496
	Iteration 30Q: 3 clusters Score -1063309 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1063356.500000 Penalty: 2756.083496
	Iteration 31Q: 3 clusters Score -1063356 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1063407.125000 Penalty: 2756.083496
	Iteration 32Q: 3 clusters Score -1063407 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1063429.500000 Penalty: 2756.083496
	Iteration 33Q: 3 clusters Score -1063430 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1063440.000000 Penalty: 2756.083496
	Iteration 34Q: 3 clusters Score -1063440 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1063451.625000 Penalty: 2756.083496
	Iteration 35Q: 3 clusters Score -1063452 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1063462.500000 Penalty: 2756.083496
	Iteration 36Q: 3 clusters Score -1063462 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1063471.125000 Penalty: 2756.083496
	Iteration 37Q: 3 clusters Score -1063471 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1063477.250000 Penalty: 2756.083496
	Iteration 38Q: 3 clusters Score -1063477 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1063482.500000 Penalty: 2756.083496
	Iteration 39Q: 3 clusters Score -1063482 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1063483.500000 Penalty: 2756.083496
	Iteration 40F: 3 clusters Score -1063484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1063484.625000 Penalty: 2756.083496
	Iteration 41Q: 3 clusters Score -1063485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1063483.000000 Penalty: 2756.083496
	Iteration 42Q: 3 clusters Score -1063483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1063485.875000 Penalty: 2756.083496
	Iteration 43Q: 3 clusters Score -1063486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1063487.750000 Penalty: 2756.083496
	Iteration 44Q: 3 clusters Score -1063488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1063487.875000 Penalty: 2756.083496
	Iteration 45Q: 3 clusters Score -1063488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1063487.875000 Penalty: 2756.083496
	Iteration 46F: 3 clusters Score -1063488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 55919 members 
Mstep: Class 2 contains 700 members 
Mstep: Class 3 contains 49713 members 
Mstep: Class 4 contains 6944 members 
Mstep: Class 5 contains 110782 members 
Mstep: Class 6 contains 37561 members 
Mstep: Class 7 contains 36542 members 
Mstep: Class 8 contains 3867 members 
Mstep: Class 9 contains 10414 members 
Mstep: Class 10 contains 12281 members 
Mstep: Class 11 contains 7129 members 
Mstep: Class 12 contains 24439 members 
Mstep: Class 13 contains 4003 members 
Mstep: Class 14 contains 4536 members 
Mstep: Class 15 contains 2839 members 
Mstep: Class 16 contains 37884 members 
Mstep: Class 17 contains 35139 members 
Mstep: Class 18 contains 11089 members 
Mstep: Class 19 contains 7378 members 
Mstep: Class 20 contains 1393 members 
Mstep: Class 21 contains 36671 members 
Mstep: Class 22 contains 5571 members 
Mstep: Class 23 contains 4446 members 
Mstep: Class 24 contains 6403 members 
Mstep: Class 25 contains 14681 members 
Mstep: Class 26 contains 3680 members 
Mstep: Class 27 contains 18496 members 
Mstep: Class 28 contains 9811 members 
Mstep: Class 29 contains 15109 members 
Mstep: Class 30 contains 16090 members 
Mstep: Class 31 contains 9286 members 
Mstep: Class 32 contains 106036 members 
Mstep: Class 33 contains 17967 members 
Mstep: Class 34 contains 8883 members 
Mstep: Class 35 contains 36436 members 
Mstep: Class 36 contains 2275 members 
Mstep: Class 37 contains 37524 members 
Mstep: Class 38 contains 14869 members 
Mstep: Class 39 contains 17549 members 
Mstep: Class 40 contains 5854 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 8166 members 
Mstep: Class 43 contains 14997 members 
Mstep: Class 44 contains 4545 members 
Mstep: Class 45 contains 2198 members 
Mstep: Class 46 contains 1617 members 
Mstep: Class 47 contains 11624 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 4019 members 
Mstep: Class 50 contains 3576 members 
Entering Unmasked Estep 
Score: -88124536.000000 Penalty: 102001.945312
Splitting cluster 4 changes total score from -88125040.000000 to -88124536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (110782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110782 members 
Entering Unmasked Estep 
Score: -11164177.000000 Penalty: 1728.359497
	Iteration 0F: 2 clusters Score -1.116418e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55466 members 
Mstep: Class 2 contains 55316 members 
Entering Unmasked Estep 
Score: -11091306.000000 Penalty: 3456.718994
	Iteration 0F: 3 clusters Score -1.109131e+07 nChanged 52380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55822 members 
Mstep: Class 2 contains 54960 members 
Entering Unmasked Estep 
Score: -11121366.000000 Penalty: 3456.718994
	Iteration 1F: 3 clusters Score -1.112137e+07 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55997 members 
Mstep: Class 2 contains 54785 members 
Entering Unmasked Estep 
Score: -11122527.000000 Penalty: 3456.718994
	Iteration 2Q: 3 clusters Score -1.112253e+07 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56187 members 
Mstep: Class 2 contains 54595 members 
Entering Unmasked Estep 
Score: -11123889.000000 Penalty: 3456.718994
	Iteration 3Q: 3 clusters Score -1.112389e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56317 members 
Mstep: Class 2 contains 54465 members 
Entering Unmasked Estep 
Score: -11125709.000000 Penalty: 3456.718994
	Iteration 4Q: 3 clusters Score -1.112571e+07 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56405 members 
Mstep: Class 2 contains 54377 members 
Entering Unmasked Estep 
Score: -11128094.000000 Penalty: 3456.718994
	Iteration 5Q: 3 clusters Score -1.112809e+07 nChanged 5727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56518 members 
Mstep: Class 2 contains 54264 members 
Entering Unmasked Estep 
Score: -11131026.000000 Penalty: 3456.718994
	Iteration 6F: 3 clusters Score -1.113103e+07 nChanged 6234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56468 members 
Mstep: Class 2 contains 54314 members 
Entering Unmasked Estep 
Score: -11134607.000000 Penalty: 3456.718994
	Iteration 7F: 3 clusters Score -1.113461e+07 nChanged 6529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56281 members 
Mstep: Class 2 contains 54501 members 
Entering Unmasked Estep 
Score: -11138711.000000 Penalty: 3456.718994
	Iteration 8F: 3 clusters Score -1.113871e+07 nChanged 6232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56131 members 
Mstep: Class 2 contains 54651 members 
Entering Unmasked Estep 
Score: -11142524.000000 Penalty: 3456.718994
	Iteration 9F: 3 clusters Score -1.114252e+07 nChanged 5341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56066 members 
Mstep: Class 2 contains 54716 members 
Entering Unmasked Estep 
Score: -11145264.000000 Penalty: 3456.718994
	Iteration 10Q: 3 clusters Score -1.114526e+07 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55937 members 
Mstep: Class 2 contains 54845 members 
Entering Unmasked Estep 
Score: -11146564.000000 Penalty: 3456.718994
	Iteration 11Q: 3 clusters Score -1.114656e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55699 members 
Mstep: Class 2 contains 55083 members 
Entering Unmasked Estep 
Score: -11147167.000000 Penalty: 3456.718994
	Iteration 12Q: 3 clusters Score -1.114717e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55514 members 
Mstep: Class 2 contains 55268 members 
Entering Unmasked Estep 
Score: -11147487.000000 Penalty: 3456.718994
	Iteration 13Q: 3 clusters Score -1.114749e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55250 members 
Mstep: Class 2 contains 55532 members 
Entering Unmasked Estep 
Score: -11147691.000000 Penalty: 3456.718994
	Iteration 14Q: 3 clusters Score -1.114769e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54960 members 
Mstep: Class 2 contains 55822 members 
Entering Unmasked Estep 
Score: -11147875.000000 Penalty: 3456.718994
	Iteration 15Q: 3 clusters Score -1.114788e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54706 members 
Mstep: Class 2 contains 56076 members 
Entering Unmasked Estep 
Score: -11148020.000000 Penalty: 3456.718994
	Iteration 16Q: 3 clusters Score -1.114802e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54405 members 
Mstep: Class 2 contains 56377 members 
Entering Unmasked Estep 
Score: -11148157.000000 Penalty: 3456.718994
	Iteration 17Q: 3 clusters Score -1.114816e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54148 members 
Mstep: Class 2 contains 56634 members 
Entering Unmasked Estep 
Score: -11148282.000000 Penalty: 3456.718994
	Iteration 18Q: 3 clusters Score -1.114828e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53906 members 
Mstep: Class 2 contains 56876 members 
Entering Unmasked Estep 
Score: -11148386.000000 Penalty: 3456.718994
	Iteration 19Q: 3 clusters Score -1.114839e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53721 members 
Mstep: Class 2 contains 57061 members 
Entering Unmasked Estep 
Score: -11148502.000000 Penalty: 3456.718994
	Iteration 20F: 3 clusters Score -1.11485e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53525 members 
Mstep: Class 2 contains 57257 members 
Entering Unmasked Estep 
Score: -11148637.000000 Penalty: 3456.718994
	Iteration 21Q: 3 clusters Score -1.114864e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53310 members 
Mstep: Class 2 contains 57472 members 
Entering Unmasked Estep 
Score: -11148784.000000 Penalty: 3456.718994
	Iteration 22Q: 3 clusters Score -1.114878e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53052 members 
Mstep: Class 2 contains 57730 members 
Entering Unmasked Estep 
Score: -11148893.000000 Penalty: 3456.718994
	Iteration 23Q: 3 clusters Score -1.114889e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52772 members 
Mstep: Class 2 contains 58010 members 
Entering Unmasked Estep 
Score: -11149005.000000 Penalty: 3456.718994
	Iteration 24Q: 3 clusters Score -1.1149e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52482 members 
Mstep: Class 2 contains 58300 members 
Entering Unmasked Estep 
Score: -11149090.000000 Penalty: 3456.718994
	Iteration 25Q: 3 clusters Score -1.114909e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52181 members 
Mstep: Class 2 contains 58601 members 
Entering Unmasked Estep 
Score: -11149191.000000 Penalty: 3456.718994
	Iteration 26Q: 3 clusters Score -1.114919e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51875 members 
Mstep: Class 2 contains 58907 members 
Entering Unmasked Estep 
Score: -11149300.000000 Penalty: 3456.718994
	Iteration 27Q: 3 clusters Score -1.11493e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51529 members 
Mstep: Class 2 contains 59253 members 
Entering Unmasked Estep 
Score: -11149376.000000 Penalty: 3456.718994
	Iteration 28Q: 3 clusters Score -1.114938e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51180 members 
Mstep: Class 2 contains 59602 members 
Entering Unmasked Estep 
Score: -11149493.000000 Penalty: 3456.718994
	Iteration 29Q: 3 clusters Score -1.114949e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50839 members 
Mstep: Class 2 contains 59943 members 
Entering Unmasked Estep 
Score: -11149556.000000 Penalty: 3456.718994
	Iteration 30Q: 3 clusters Score -1.114956e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50513 members 
Mstep: Class 2 contains 60269 members 
Entering Unmasked Estep 
Score: -11149629.000000 Penalty: 3456.718994
	Iteration 31Q: 3 clusters Score -1.114963e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50161 members 
Mstep: Class 2 contains 60621 members 
Entering Unmasked Estep 
Score: -11149697.000000 Penalty: 3456.718994
	Iteration 32Q: 3 clusters Score -1.11497e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49803 members 
Mstep: Class 2 contains 60979 members 
Entering Unmasked Estep 
Score: -11149741.000000 Penalty: 3456.718994
	Iteration 33Q: 3 clusters Score -1.114974e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49392 members 
Mstep: Class 2 contains 61390 members 
Entering Unmasked Estep 
Score: -11149848.000000 Penalty: 3456.718994
	Iteration 34Q: 3 clusters Score -1.114985e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48956 members 
Mstep: Class 2 contains 61826 members 
Entering Unmasked Estep 
Score: -11149917.000000 Penalty: 3456.718994
	Iteration 35Q: 3 clusters Score -1.114992e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48485 members 
Mstep: Class 2 contains 62297 members 
Entering Unmasked Estep 
Score: -11150006.000000 Penalty: 3456.718994
	Iteration 36Q: 3 clusters Score -1.115001e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48018 members 
Mstep: Class 2 contains 62764 members 
Entering Unmasked Estep 
Score: -11150044.000000 Penalty: 3456.718994
	Iteration 37Q: 3 clusters Score -1.115004e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47542 members 
Mstep: Class 2 contains 63240 members 
Entering Unmasked Estep 
Score: -11150157.000000 Penalty: 3456.718994
	Iteration 38Q: 3 clusters Score -1.115016e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47043 members 
Mstep: Class 2 contains 63739 members 
Entering Unmasked Estep 
Score: -11150213.000000 Penalty: 3456.718994
	Iteration 39Q: 3 clusters Score -1.115021e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46511 members 
Mstep: Class 2 contains 64271 members 
Entering Unmasked Estep 
Score: -11150307.000000 Penalty: 3456.718994
	Iteration 40F: 3 clusters Score -1.115031e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45959 members 
Mstep: Class 2 contains 64823 members 
Entering Unmasked Estep 
Score: -11150381.000000 Penalty: 3456.718994
	Iteration 41Q: 3 clusters Score -1.115038e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45381 members 
Mstep: Class 2 contains 65401 members 
Entering Unmasked Estep 
Score: -11150489.000000 Penalty: 3456.718994
	Iteration 42Q: 3 clusters Score -1.115049e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44767 members 
Mstep: Class 2 contains 66015 members 
Entering Unmasked Estep 
Score: -11150604.000000 Penalty: 3456.718994
	Iteration 43Q: 3 clusters Score -1.11506e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44148 members 
Mstep: Class 2 contains 66634 members 
Entering Unmasked Estep 
Score: -11150699.000000 Penalty: 3456.718994
	Iteration 44Q: 3 clusters Score -1.11507e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43494 members 
Mstep: Class 2 contains 67288 members 
Entering Unmasked Estep 
Score: -11150810.000000 Penalty: 3456.718994
	Iteration 45Q: 3 clusters Score -1.115081e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42808 members 
Mstep: Class 2 contains 67974 members 
Entering Unmasked Estep 
Score: -11150913.000000 Penalty: 3456.718994
	Iteration 46Q: 3 clusters Score -1.115091e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42068 members 
Mstep: Class 2 contains 68714 members 
Entering Unmasked Estep 
Score: -11151066.000000 Penalty: 3456.718994
	Iteration 47Q: 3 clusters Score -1.115107e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41321 members 
Mstep: Class 2 contains 69461 members 
Entering Unmasked Estep 
Score: -11151126.000000 Penalty: 3456.718994
	Iteration 48Q: 3 clusters Score -1.115113e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40517 members 
Mstep: Class 2 contains 70265 members 
Entering Unmasked Estep 
Score: -11151269.000000 Penalty: 3456.718994
	Iteration 49Q: 3 clusters Score -1.115127e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39639 members 
Mstep: Class 2 contains 71143 members 
Entering Unmasked Estep 
Score: -11151515.000000 Penalty: 3456.718994
	Iteration 50Q: 3 clusters Score -1.115152e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38734 members 
Mstep: Class 2 contains 72048 members 
Entering Unmasked Estep 
Score: -11151658.000000 Penalty: 3456.718994
	Iteration 51Q: 3 clusters Score -1.115166e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37788 members 
Mstep: Class 2 contains 72994 members 
Entering Unmasked Estep 
Score: -11151780.000000 Penalty: 3456.718994
	Iteration 52Q: 3 clusters Score -1.115178e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36790 members 
Mstep: Class 2 contains 73992 members 
Entering Unmasked Estep 
Score: -11151952.000000 Penalty: 3456.718994
	Iteration 53Q: 3 clusters Score -1.115195e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35716 members 
Mstep: Class 2 contains 75066 members 
Entering Unmasked Estep 
Score: -11152237.000000 Penalty: 3456.718994
	Iteration 54Q: 3 clusters Score -1.115224e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34605 members 
Mstep: Class 2 contains 76177 members 
Entering Unmasked Estep 
Score: -11152461.000000 Penalty: 3456.718994
	Iteration 55Q: 3 clusters Score -1.115246e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33463 members 
Mstep: Class 2 contains 77319 members 
Entering Unmasked Estep 
Score: -11152768.000000 Penalty: 3456.718994
	Iteration 56Q: 3 clusters Score -1.115277e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32262 members 
Mstep: Class 2 contains 78520 members 
Entering Unmasked Estep 
Score: -11153084.000000 Penalty: 3456.718994
	Iteration 57Q: 3 clusters Score -1.115308e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30970 members 
Mstep: Class 2 contains 79812 members 
Entering Unmasked Estep 
Score: -11153392.000000 Penalty: 3456.718994
	Iteration 58Q: 3 clusters Score -1.115339e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29635 members 
Mstep: Class 2 contains 81147 members 
Entering Unmasked Estep 
Score: -11153733.000000 Penalty: 3456.718994
	Iteration 59Q: 3 clusters Score -1.115373e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28262 members 
Mstep: Class 2 contains 82520 members 
Entering Unmasked Estep 
Score: -11154116.000000 Penalty: 3456.718994
	Iteration 60F: 3 clusters Score -1.115412e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 83949 members 
Entering Unmasked Estep 
Score: -11154577.000000 Penalty: 3456.718994
	Iteration 61Q: 3 clusters Score -1.115458e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 85435 members 
Entering Unmasked Estep 
Score: -11155000.000000 Penalty: 3456.718994
	Iteration 62Q: 3 clusters Score -1.1155e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 86996 members 
Entering Unmasked Estep 
Score: -11155542.000000 Penalty: 3456.718994
	Iteration 63Q: 3 clusters Score -1.115554e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 88574 members 
Entering Unmasked Estep 
Score: -11156083.000000 Penalty: 3456.718994
	Iteration 64Q: 3 clusters Score -1.115608e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 90100 members 
Entering Unmasked Estep 
Score: -11156660.000000 Penalty: 3456.718994
	Iteration 65Q: 3 clusters Score -1.115666e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 91504 members 
Entering Unmasked Estep 
Score: -11157100.000000 Penalty: 3456.718994
	Iteration 66Q: 3 clusters Score -1.11571e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 92943 members 
Entering Unmasked Estep 
Score: -11157573.000000 Penalty: 3456.718994
	Iteration 67Q: 3 clusters Score -1.115757e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 94337 members 
Entering Unmasked Estep 
Score: -11158076.000000 Penalty: 3456.718994
	Iteration 68Q: 3 clusters Score -1.115808e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 95649 members 
Entering Unmasked Estep 
Score: -11158616.000000 Penalty: 3456.718994
	Iteration 69Q: 3 clusters Score -1.115862e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 96895 members 
Entering Unmasked Estep 
Score: -11159153.000000 Penalty: 3456.718994
	Iteration 70Q: 3 clusters Score -1.115915e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 98084 members 
Entering Unmasked Estep 
Score: -11159672.000000 Penalty: 3456.718994
	Iteration 71Q: 3 clusters Score -1.115967e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 99188 members 
Entering Unmasked Estep 
Score: -11160188.000000 Penalty: 3456.718994
	Iteration 72Q: 3 clusters Score -1.116019e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 100278 members 
Entering Unmasked Estep 
Score: -11160675.000000 Penalty: 3456.718994
	Iteration 73Q: 3 clusters Score -1.116068e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 101260 members 
Entering Unmasked Estep 
Score: -11161055.000000 Penalty: 3456.718994
	Iteration 74Q: 3 clusters Score -1.116106e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 102143 members 
Entering Unmasked Estep 
Score: -11161393.000000 Penalty: 3456.718994
	Iteration 75Q: 3 clusters Score -1.116139e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 102890 members 
Entering Unmasked Estep 
Score: -11161675.000000 Penalty: 3456.718994
	Iteration 76Q: 3 clusters Score -1.116168e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 103552 members 
Entering Unmasked Estep 
Score: -11161892.000000 Penalty: 3456.718994
	Iteration 77Q: 3 clusters Score -1.116189e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 104142 members 
Entering Unmasked Estep 
Score: -11162096.000000 Penalty: 3456.718994
	Iteration 78Q: 3 clusters Score -1.11621e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 104654 members 
Entering Unmasked Estep 
Score: -11162232.000000 Penalty: 3456.718994
	Iteration 79Q: 3 clusters Score -1.116223e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 105059 members 
Entering Unmasked Estep 
Score: -11162327.000000 Penalty: 3456.718994
	Iteration 80F: 3 clusters Score -1.116233e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 105421 members 
Entering Unmasked Estep 
Score: -11162407.000000 Penalty: 3456.718994
	Iteration 81Q: 3 clusters Score -1.116241e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 105743 members 
Entering Unmasked Estep 
Score: -11162495.000000 Penalty: 3456.718994
	Iteration 82Q: 3 clusters Score -1.11625e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 106011 members 
Entering Unmasked Estep 
Score: -11162557.000000 Penalty: 3456.718994
	Iteration 83Q: 3 clusters Score -1.116256e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 106236 members 
Entering Unmasked Estep 
Score: -11162643.000000 Penalty: 3456.718994
	Iteration 84Q: 3 clusters Score -1.116264e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 106421 members 
Entering Unmasked Estep 
Score: -11162697.000000 Penalty: 3456.718994
	Iteration 85Q: 3 clusters Score -1.11627e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 106598 members 
Entering Unmasked Estep 
Score: -11162703.000000 Penalty: 3456.718994
	Iteration 86Q: 3 clusters Score -1.11627e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 106762 members 
Entering Unmasked Estep 
Score: -11162744.000000 Penalty: 3456.718994
	Iteration 87Q: 3 clusters Score -1.116274e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 106904 members 
Entering Unmasked Estep 
Score: -11162791.000000 Penalty: 3456.718994
	Iteration 88Q: 3 clusters Score -1.116279e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 107043 members 
Entering Unmasked Estep 
Score: -11162800.000000 Penalty: 3456.718994
	Iteration 89Q: 3 clusters Score -1.11628e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 107178 members 
Entering Unmasked Estep 
Score: -11162832.000000 Penalty: 3456.718994
	Iteration 90Q: 3 clusters Score -1.116283e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 107292 members 
Entering Unmasked Estep 
Score: -11162858.000000 Penalty: 3456.718994
	Iteration 91Q: 3 clusters Score -1.116286e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 107404 members 
Entering Unmasked Estep 
Score: -11162896.000000 Penalty: 3456.718994
	Iteration 92Q: 3 clusters Score -1.11629e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 107499 members 
Entering Unmasked Estep 
Score: -11162930.000000 Penalty: 3456.718994
	Iteration 93Q: 3 clusters Score -1.116293e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 107588 members 
Entering Unmasked Estep 
Score: -11162959.000000 Penalty: 3456.718994
	Iteration 94Q: 3 clusters Score -1.116296e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 107662 members 
Entering Unmasked Estep 
Score: -11162974.000000 Penalty: 3456.718994
	Iteration 95Q: 3 clusters Score -1.116297e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 107730 members 
Entering Unmasked Estep 
Score: -11162980.000000 Penalty: 3456.718994
	Iteration 96Q: 3 clusters Score -1.116298e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 107784 members 
Entering Unmasked Estep 
Score: -11162994.000000 Penalty: 3456.718994
	Iteration 97Q: 3 clusters Score -1.116299e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 107828 members 
Entering Unmasked Estep 
Score: -11162996.000000 Penalty: 3456.718994
	Iteration 98Q: 3 clusters Score -1.1163e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 107868 members 
Entering Unmasked Estep 
Score: -11162999.000000 Penalty: 3456.718994
	Iteration 99Q: 3 clusters Score -1.1163e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 107909 members 
Entering Unmasked Estep 
Score: -11163016.000000 Penalty: 3456.718994
	Iteration 100F: 3 clusters Score -1.116302e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 107943 members 
Entering Unmasked Estep 
Score: -11163030.000000 Penalty: 3456.718994
	Iteration 101Q: 3 clusters Score -1.116303e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 107972 members 
Entering Unmasked Estep 
Score: -11163042.000000 Penalty: 3456.718994
	Iteration 102Q: 3 clusters Score -1.116304e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 108002 members 
Entering Unmasked Estep 
Score: -11163059.000000 Penalty: 3456.718994
	Iteration 103Q: 3 clusters Score -1.116306e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 108034 members 
Entering Unmasked Estep 
Score: -11163077.000000 Penalty: 3456.718994
	Iteration 104Q: 3 clusters Score -1.116308e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 108054 members 
Entering Unmasked Estep 
Score: -11163098.000000 Penalty: 3456.718994
	Iteration 105Q: 3 clusters Score -1.11631e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 108068 members 
Entering Unmasked Estep 
Score: -11163086.000000 Penalty: 3456.718994
	Iteration 106Q: 3 clusters Score -1.116309e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 108080 members 
Entering Unmasked Estep 
Score: -11163092.000000 Penalty: 3456.718994
	Iteration 107Q: 3 clusters Score -1.116309e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 108087 members 
Entering Unmasked Estep 
Score: -11163092.000000 Penalty: 3456.718994
	Iteration 108Q: 3 clusters Score -1.116309e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 108093 members 
Entering Unmasked Estep 
Score: -11163094.000000 Penalty: 3456.718994
	Iteration 109Q: 3 clusters Score -1.116309e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 108097 members 
Entering Unmasked Estep 
Score: -11163090.000000 Penalty: 3456.718994
	Iteration 110Q: 3 clusters Score -1.116309e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 108102 members 
Entering Unmasked Estep 
Score: -11163097.000000 Penalty: 3456.718994
	Iteration 111Q: 3 clusters Score -1.11631e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 108112 members 
Entering Unmasked Estep 
Score: -11163100.000000 Penalty: 3456.718994
	Iteration 112Q: 3 clusters Score -1.11631e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 108124 members 
Entering Unmasked Estep 
Score: -11163107.000000 Penalty: 3456.718994
	Iteration 113Q: 3 clusters Score -1.116311e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 108134 members 
Entering Unmasked Estep 
Score: -11163096.000000 Penalty: 3456.718994
	Iteration 114Q: 3 clusters Score -1.11631e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 108148 members 
Entering Unmasked Estep 
Score: -11163098.000000 Penalty: 3456.718994
	Iteration 115Q: 3 clusters Score -1.11631e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 108155 members 
Entering Unmasked Estep 
Score: -11163109.000000 Penalty: 3456.718994
	Iteration 116Q: 3 clusters Score -1.116311e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 108161 members 
Entering Unmasked Estep 
Score: -11163116.000000 Penalty: 3456.718994
	Iteration 117Q: 3 clusters Score -1.116312e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 108164 members 
Entering Unmasked Estep 
Score: -11163115.000000 Penalty: 3456.718994
	Iteration 118Q: 3 clusters Score -1.116312e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 108169 members 
Entering Unmasked Estep 
Score: -11163113.000000 Penalty: 3456.718994
	Iteration 119Q: 3 clusters Score -1.116311e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 108172 members 
Entering Unmasked Estep 
Score: -11163115.000000 Penalty: 3456.718994
	Iteration 120F: 3 clusters Score -1.116312e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 108174 members 
Entering Unmasked Estep 
Score: -11163113.000000 Penalty: 3456.718994
	Iteration 121Q: 3 clusters Score -1.116311e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 108174 members 
Entering Unmasked Estep 
Score: -11163113.000000 Penalty: 3456.718994
	Iteration 122F: 3 clusters Score -1.116311e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (37561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37561 members 
Entering Unmasked Estep 
Score: -3871725.000000 Penalty: 1567.417847
	Iteration 0F: 2 clusters Score -3871725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -3847304.750000 Penalty: 3134.835693
	Iteration 0F: 3 clusters Score -3847305 nChanged 17094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -3856907.750000 Penalty: 3134.835693
	Iteration 1F: 3 clusters Score -3856908 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -3857539.000000 Penalty: 3134.835693
	Iteration 2Q: 3 clusters Score -3857539 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -3858197.750000 Penalty: 3134.835693
	Iteration 3Q: 3 clusters Score -3858198 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -3859019.250000 Penalty: 3134.835693
	Iteration 4Q: 3 clusters Score -3859019 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -3860097.000000 Penalty: 3134.835693
	Iteration 5F: 3 clusters Score -3860097 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -3861439.500000 Penalty: 3134.835693
	Iteration 6F: 3 clusters Score -3861440 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -3862981.750000 Penalty: 3134.835693
	Iteration 7F: 3 clusters Score -3862982 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -3864473.000000 Penalty: 3134.835693
	Iteration 8F: 3 clusters Score -3864473 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -3865845.500000 Penalty: 3134.835693
	Iteration 9F: 3 clusters Score -3865846 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -3866998.750000 Penalty: 3134.835693
	Iteration 10Q: 3 clusters Score -3866999 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -3867920.000000 Penalty: 3134.835693
	Iteration 11Q: 3 clusters Score -3867920 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -3868693.000000 Penalty: 3134.835693
	Iteration 12Q: 3 clusters Score -3868693 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -3869260.500000 Penalty: 3134.835693
	Iteration 13Q: 3 clusters Score -3869260 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -3869611.500000 Penalty: 3134.835693
	Iteration 14Q: 3 clusters Score -3869612 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -3869829.750000 Penalty: 3134.835693
	Iteration 15Q: 3 clusters Score -3869830 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -3869979.750000 Penalty: 3134.835693
	Iteration 16Q: 3 clusters Score -3869980 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -3870090.750000 Penalty: 3134.835693
	Iteration 17Q: 3 clusters Score -3870091 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -3870174.250000 Penalty: 3134.835693
	Iteration 18Q: 3 clusters Score -3870174 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -3870222.000000 Penalty: 3134.835693
	Iteration 19Q: 3 clusters Score -3870222 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -3870291.250000 Penalty: 3134.835693
	Iteration 20F: 3 clusters Score -3870291 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23392 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -3870341.750000 Penalty: 3134.835693
	Iteration 21Q: 3 clusters Score -3870342 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -3870396.250000 Penalty: 3134.835693
	Iteration 22Q: 3 clusters Score -3870396 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -3870433.500000 Penalty: 3134.835693
	Iteration 23Q: 3 clusters Score -3870434 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -3870464.500000 Penalty: 3134.835693
	Iteration 24Q: 3 clusters Score -3870464 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -3870490.750000 Penalty: 3134.835693
	Iteration 25Q: 3 clusters Score -3870491 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -3870540.750000 Penalty: 3134.835693
	Iteration 26Q: 3 clusters Score -3870541 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -3870590.500000 Penalty: 3134.835693
	Iteration 27Q: 3 clusters Score -3870590 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -3870634.250000 Penalty: 3134.835693
	Iteration 28Q: 3 clusters Score -3870634 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -3870655.750000 Penalty: 3134.835693
	Iteration 29Q: 3 clusters Score -3870656 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25400 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -3870689.750000 Penalty: 3134.835693
	Iteration 30Q: 3 clusters Score -3870690 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25588 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -3870703.750000 Penalty: 3134.835693
	Iteration 31Q: 3 clusters Score -3870704 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25785 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -3870753.250000 Penalty: 3134.835693
	Iteration 32Q: 3 clusters Score -3870753 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -3870777.250000 Penalty: 3134.835693
	Iteration 33Q: 3 clusters Score -3870777 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -3870803.250000 Penalty: 3134.835693
	Iteration 34Q: 3 clusters Score -3870803 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -3870832.250000 Penalty: 3134.835693
	Iteration 35Q: 3 clusters Score -3870832 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -3870873.000000 Penalty: 3134.835693
	Iteration 36Q: 3 clusters Score -3870873 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26677 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -3870883.000000 Penalty: 3134.835693
	Iteration 37Q: 3 clusters Score -3870883 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26846 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -3870924.500000 Penalty: 3134.835693
	Iteration 38Q: 3 clusters Score -3870924 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26989 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -3870938.750000 Penalty: 3134.835693
	Iteration 39Q: 3 clusters Score -3870939 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27146 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -3870959.750000 Penalty: 3134.835693
	Iteration 40F: 3 clusters Score -3870960 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27302 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -3870984.000000 Penalty: 3134.835693
	Iteration 41Q: 3 clusters Score -3870984 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27449 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -3871003.250000 Penalty: 3134.835693
	Iteration 42Q: 3 clusters Score -3871003 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27571 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -3871007.000000 Penalty: 3134.835693
	Iteration 43Q: 3 clusters Score -3871007 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27706 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -3871033.250000 Penalty: 3134.835693
	Iteration 44Q: 3 clusters Score -3871033 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27844 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -3871048.000000 Penalty: 3134.835693
	Iteration 45Q: 3 clusters Score -3871048 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27994 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -3871079.250000 Penalty: 3134.835693
	Iteration 46Q: 3 clusters Score -3871079 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -3871092.750000 Penalty: 3134.835693
	Iteration 47Q: 3 clusters Score -3871093 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28270 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -3871120.500000 Penalty: 3134.835693
	Iteration 48Q: 3 clusters Score -3871120 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28391 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -3871132.500000 Penalty: 3134.835693
	Iteration 49Q: 3 clusters Score -3871132 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28491 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -3871149.000000 Penalty: 3134.835693
	Iteration 50Q: 3 clusters Score -3871149 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28605 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -3871162.500000 Penalty: 3134.835693
	Iteration 51Q: 3 clusters Score -3871162 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28714 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -3871173.750000 Penalty: 3134.835693
	Iteration 52Q: 3 clusters Score -3871174 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28824 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -3871197.000000 Penalty: 3134.835693
	Iteration 53Q: 3 clusters Score -3871197 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28944 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -3871210.750000 Penalty: 3134.835693
	Iteration 54Q: 3 clusters Score -3871211 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29051 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -3871218.000000 Penalty: 3134.835693
	Iteration 55Q: 3 clusters Score -3871218 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29165 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -3871246.250000 Penalty: 3134.835693
	Iteration 56Q: 3 clusters Score -3871246 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29278 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -3871262.250000 Penalty: 3134.835693
	Iteration 57Q: 3 clusters Score -3871262 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29396 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -3871280.000000 Penalty: 3134.835693
	Iteration 58Q: 3 clusters Score -3871280 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29498 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -3871298.000000 Penalty: 3134.835693
	Iteration 59Q: 3 clusters Score -3871298 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29592 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -3871318.250000 Penalty: 3134.835693
	Iteration 60F: 3 clusters Score -3871318 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29697 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -3871326.250000 Penalty: 3134.835693
	Iteration 61Q: 3 clusters Score -3871326 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29801 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -3871331.500000 Penalty: 3134.835693
	Iteration 62Q: 3 clusters Score -3871332 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29913 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -3871340.750000 Penalty: 3134.835693
	Iteration 63Q: 3 clusters Score -3871341 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30021 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -3871344.750000 Penalty: 3134.835693
	Iteration 64Q: 3 clusters Score -3871345 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30127 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -3871368.750000 Penalty: 3134.835693
	Iteration 65Q: 3 clusters Score -3871369 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30219 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -3871381.000000 Penalty: 3134.835693
	Iteration 66Q: 3 clusters Score -3871381 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30302 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -3871392.000000 Penalty: 3134.835693
	Iteration 67Q: 3 clusters Score -3871392 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30394 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -3871421.000000 Penalty: 3134.835693
	Iteration 68Q: 3 clusters Score -3871421 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30499 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -3871435.750000 Penalty: 3134.835693
	Iteration 69Q: 3 clusters Score -3871436 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30600 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -3871449.500000 Penalty: 3134.835693
	Iteration 70Q: 3 clusters Score -3871450 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30692 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -3871456.500000 Penalty: 3134.835693
	Iteration 71Q: 3 clusters Score -3871456 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30782 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -3871481.250000 Penalty: 3134.835693
	Iteration 72Q: 3 clusters Score -3871481 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30860 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -3871500.500000 Penalty: 3134.835693
	Iteration 73Q: 3 clusters Score -3871500 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30947 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -3871504.500000 Penalty: 3134.835693
	Iteration 74Q: 3 clusters Score -3871504 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31028 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -3871507.500000 Penalty: 3134.835693
	Iteration 75Q: 3 clusters Score -3871508 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31115 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -3871520.750000 Penalty: 3134.835693
	Iteration 76Q: 3 clusters Score -3871521 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31182 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -3871543.000000 Penalty: 3134.835693
	Iteration 77Q: 3 clusters Score -3871543 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31242 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -3871540.250000 Penalty: 3134.835693
	Iteration 78Q: 3 clusters Score -3871540 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31302 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -3871554.000000 Penalty: 3134.835693
	Iteration 79Q: 3 clusters Score -3871554 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31362 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -3871558.500000 Penalty: 3134.835693
	Iteration 80F: 3 clusters Score -3871558 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31423 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -3871571.500000 Penalty: 3134.835693
	Iteration 81Q: 3 clusters Score -3871572 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31473 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -3871579.000000 Penalty: 3134.835693
	Iteration 82Q: 3 clusters Score -3871579 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31528 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -3871592.500000 Penalty: 3134.835693
	Iteration 83Q: 3 clusters Score -3871592 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31583 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -3871585.250000 Penalty: 3134.835693
	Iteration 84Q: 3 clusters Score -3871585 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31631 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -3871598.000000 Penalty: 3134.835693
	Iteration 85Q: 3 clusters Score -3871598 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31671 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -3871603.000000 Penalty: 3134.835693
	Iteration 86Q: 3 clusters Score -3871603 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31712 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -3871603.500000 Penalty: 3134.835693
	Iteration 87Q: 3 clusters Score -3871604 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31753 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -3871616.000000 Penalty: 3134.835693
	Iteration 88Q: 3 clusters Score -3871616 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31798 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -3871613.750000 Penalty: 3134.835693
	Iteration 89Q: 3 clusters Score -3871614 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31848 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -3871608.250000 Penalty: 3134.835693
	Iteration 90Q: 3 clusters Score -3871608 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31901 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -3871621.250000 Penalty: 3134.835693
	Iteration 91Q: 3 clusters Score -3871621 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31955 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -3871615.000000 Penalty: 3134.835693
	Iteration 92Q: 3 clusters Score -3871615 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31995 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -3871626.750000 Penalty: 3134.835693
	Iteration 93Q: 3 clusters Score -3871627 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32036 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -3871639.500000 Penalty: 3134.835693
	Iteration 94Q: 3 clusters Score -3871640 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32065 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -3871655.250000 Penalty: 3134.835693
	Iteration 95Q: 3 clusters Score -3871655 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32086 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -3871648.500000 Penalty: 3134.835693
	Iteration 96Q: 3 clusters Score -3871648 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32104 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -3871657.750000 Penalty: 3134.835693
	Iteration 97Q: 3 clusters Score -3871658 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32126 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -3871660.750000 Penalty: 3134.835693
	Iteration 98Q: 3 clusters Score -3871661 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32148 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -3871673.250000 Penalty: 3134.835693
	Iteration 99Q: 3 clusters Score -3871673 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32162 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -3871671.000000 Penalty: 3134.835693
	Iteration 100F: 3 clusters Score -3871671 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32174 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -3871671.750000 Penalty: 3134.835693
	Iteration 101Q: 3 clusters Score -3871672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32186 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -3871672.250000 Penalty: 3134.835693
	Iteration 102Q: 3 clusters Score -3871672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32201 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -3871674.250000 Penalty: 3134.835693
	Iteration 103Q: 3 clusters Score -3871674 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32224 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -3871676.000000 Penalty: 3134.835693
	Iteration 104Q: 3 clusters Score -3871676 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32242 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -3871680.250000 Penalty: 3134.835693
	Iteration 105Q: 3 clusters Score -3871680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32261 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -3871677.000000 Penalty: 3134.835693
	Iteration 106Q: 3 clusters Score -3871677 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32276 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -3871679.000000 Penalty: 3134.835693
	Iteration 107Q: 3 clusters Score -3871679 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32289 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -3871682.000000 Penalty: 3134.835693
	Iteration 108Q: 3 clusters Score -3871682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32299 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -3871682.500000 Penalty: 3134.835693
	Iteration 109Q: 3 clusters Score -3871682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32306 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -3871680.500000 Penalty: 3134.835693
	Iteration 110Q: 3 clusters Score -3871680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32314 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -3871681.750000 Penalty: 3134.835693
	Iteration 111Q: 3 clusters Score -3871682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32316 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -3871679.750000 Penalty: 3134.835693
	Iteration 112Q: 3 clusters Score -3871680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32320 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -3871682.250000 Penalty: 3134.835693
	Iteration 113Q: 3 clusters Score -3871682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32326 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -3871684.250000 Penalty: 3134.835693
	Iteration 114Q: 3 clusters Score -3871684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32333 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -3871674.000000 Penalty: 3134.835693
	Iteration 115Q: 3 clusters Score -3871674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32340 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -3871679.000000 Penalty: 3134.835693
	Iteration 116Q: 3 clusters Score -3871679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32344 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -3871679.500000 Penalty: 3134.835693
	Iteration 117Q: 3 clusters Score -3871680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32350 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -3871679.500000 Penalty: 3134.835693
	Iteration 118Q: 3 clusters Score -3871680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32354 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -3871680.250000 Penalty: 3134.835693
	Iteration 119Q: 3 clusters Score -3871680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32355 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -3871679.500000 Penalty: 3134.835693
	Iteration 120F: 3 clusters Score -3871680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32357 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -3871683.250000 Penalty: 3134.835693
	Iteration 121Q: 3 clusters Score -3871683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32359 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -3871681.250000 Penalty: 3134.835693
	Iteration 122Q: 3 clusters Score -3871681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32359 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -3871681.250000 Penalty: 3134.835693
	Iteration 123F: 3 clusters Score -3871681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (36542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36542 members 
Entering Unmasked Estep 
Score: -3473061.000000 Penalty: 1563.325317
	Iteration 0F: 2 clusters Score -3473061 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -3449328.500000 Penalty: 3126.650635
	Iteration 0F: 3 clusters Score -3449328 nChanged 16662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -3458602.500000 Penalty: 3126.650635
	Iteration 1F: 3 clusters Score -3458602 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -3459327.500000 Penalty: 3126.650635
	Iteration 2F: 3 clusters Score -3459328 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -3460079.000000 Penalty: 3126.650635
	Iteration 3F: 3 clusters Score -3460079 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -3460941.000000 Penalty: 3126.650635
	Iteration 4F: 3 clusters Score -3460941 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24414 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -3461995.250000 Penalty: 3126.650635
	Iteration 5F: 3 clusters Score -3461995 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26472 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -3463433.500000 Penalty: 3126.650635
	Iteration 6F: 3 clusters Score -3463434 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28851 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -3465324.500000 Penalty: 3126.650635
	Iteration 7F: 3 clusters Score -3465324 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31271 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -3467392.000000 Penalty: 3126.650635
	Iteration 8F: 3 clusters Score -3467392 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33302 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -3469207.000000 Penalty: 3126.650635
	Iteration 9F: 3 clusters Score -3469207 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34718 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -3470478.000000 Penalty: 3126.650635
	Iteration 10Q: 3 clusters Score -3470478 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35503 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -3471193.000000 Penalty: 3126.650635
	Iteration 11Q: 3 clusters Score -3471193 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35875 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -3471544.500000 Penalty: 3126.650635
	Iteration 12Q: 3 clusters Score -3471544 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36022 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -3471690.750000 Penalty: 3126.650635
	Iteration 13Q: 3 clusters Score -3471691 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36086 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -3471779.500000 Penalty: 3126.650635
	Iteration 14Q: 3 clusters Score -3471780 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36128 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3471826.500000 Penalty: 3126.650635
	Iteration 15Q: 3 clusters Score -3471826 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36138 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3471851.750000 Penalty: 3126.650635
	Iteration 16Q: 3 clusters Score -3471852 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36149 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -3471869.750000 Penalty: 3126.650635
	Iteration 17Q: 3 clusters Score -3471870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36156 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -3471875.250000 Penalty: 3126.650635
	Iteration 18Q: 3 clusters Score -3471875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36161 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3471880.500000 Penalty: 3126.650635
	Iteration 19Q: 3 clusters Score -3471880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36161 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3471881.250000 Penalty: 3126.650635
	Iteration 20F: 3 clusters Score -3471881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36161 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3471880.750000 Penalty: 3126.650635
	Iteration 21Q: 3 clusters Score -3471881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36162 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3471882.250000 Penalty: 3126.650635
	Iteration 22Q: 3 clusters Score -3471882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36164 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -3471890.250000 Penalty: 3126.650635
	Iteration 23Q: 3 clusters Score -3471890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36164 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -3471896.000000 Penalty: 3126.650635
	Iteration 24Q: 3 clusters Score -3471896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36165 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3471903.000000 Penalty: 3126.650635
	Iteration 25Q: 3 clusters Score -3471903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36167 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -3471905.250000 Penalty: 3126.650635
	Iteration 26Q: 3 clusters Score -3471905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36168 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3471903.750000 Penalty: 3126.650635
	Iteration 27Q: 3 clusters Score -3471904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36168 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3471903.750000 Penalty: 3126.650635
	Iteration 28F: 3 clusters Score -3471904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Entering Unmasked Estep 
Score: -370108.718750 Penalty: 1229.122803
	Iteration 0F: 2 clusters Score -370108.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -367092.187500 Penalty: 2458.245605
	Iteration 0F: 3 clusters Score -367092.2 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -367951.156250 Penalty: 2458.245605
	Iteration 1F: 3 clusters Score -367951.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -368203.906250 Penalty: 2458.245605
	Iteration 2F: 3 clusters Score -368203.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -368364.843750 Penalty: 2458.245605
	Iteration 3F: 3 clusters Score -368364.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -368450.875000 Penalty: 2458.245605
	Iteration 4Q: 3 clusters Score -368450.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -368517.187500 Penalty: 2458.245605
	Iteration 5Q: 3 clusters Score -368517.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -368566.281250 Penalty: 2458.245605
	Iteration 6Q: 3 clusters Score -368566.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -368605.937500 Penalty: 2458.245605
	Iteration 7Q: 3 clusters Score -368605.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -368627.031250 Penalty: 2458.245605
	Iteration 8Q: 3 clusters Score -368627 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -368641.562500 Penalty: 2458.245605
	Iteration 9Q: 3 clusters Score -368641.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -368654.156250 Penalty: 2458.245605
	Iteration 10Q: 3 clusters Score -368654.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -368666.531250 Penalty: 2458.245605
	Iteration 11Q: 3 clusters Score -368666.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -368683.812500 Penalty: 2458.245605
	Iteration 12Q: 3 clusters Score -368683.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -368700.437500 Penalty: 2458.245605
	Iteration 13Q: 3 clusters Score -368700.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -368712.281250 Penalty: 2458.245605
	Iteration 14Q: 3 clusters Score -368712.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -368725.343750 Penalty: 2458.245605
	Iteration 15Q: 3 clusters Score -368725.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -368743.250000 Penalty: 2458.245605
	Iteration 16Q: 3 clusters Score -368743.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -368765.281250 Penalty: 2458.245605
	Iteration 17Q: 3 clusters Score -368765.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -368788.625000 Penalty: 2458.245605
	Iteration 18Q: 3 clusters Score -368788.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -368807.812500 Penalty: 2458.245605
	Iteration 19Q: 3 clusters Score -368807.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -368830.531250 Penalty: 2458.245605
	Iteration 20F: 3 clusters Score -368830.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -368852.500000 Penalty: 2458.245605
	Iteration 21Q: 3 clusters Score -368852.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -368867.531250 Penalty: 2458.245605
	Iteration 22Q: 3 clusters Score -368867.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -368876.562500 Penalty: 2458.245605
	Iteration 23Q: 3 clusters Score -368876.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -368886.937500 Penalty: 2458.245605
	Iteration 24Q: 3 clusters Score -368886.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -368899.093750 Penalty: 2458.245605
	Iteration 25Q: 3 clusters Score -368899.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -368910.687500 Penalty: 2458.245605
	Iteration 26Q: 3 clusters Score -368910.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -368917.312500 Penalty: 2458.245605
	Iteration 27Q: 3 clusters Score -368917.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -368924.562500 Penalty: 2458.245605
	Iteration 28Q: 3 clusters Score -368924.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -368930.500000 Penalty: 2458.245605
	Iteration 29Q: 3 clusters Score -368930.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -368936.687500 Penalty: 2458.245605
	Iteration 30Q: 3 clusters Score -368936.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -368941.562500 Penalty: 2458.245605
	Iteration 31Q: 3 clusters Score -368941.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -368948.406250 Penalty: 2458.245605
	Iteration 32Q: 3 clusters Score -368948.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -368953.562500 Penalty: 2458.245605
	Iteration 33Q: 3 clusters Score -368953.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -368956.468750 Penalty: 2458.245605
	Iteration 34Q: 3 clusters Score -368956.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -368957.437500 Penalty: 2458.245605
	Iteration 35Q: 3 clusters Score -368957.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -368959.093750 Penalty: 2458.245605
	Iteration 36Q: 3 clusters Score -368959.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -368960.093750 Penalty: 2458.245605
	Iteration 37Q: 3 clusters Score -368960.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -368960.843750 Penalty: 2458.245605
	Iteration 38Q: 3 clusters Score -368960.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -368963.000000 Penalty: 2458.245605
	Iteration 39Q: 3 clusters Score -368963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -368962.906250 Penalty: 2458.245605
	Iteration 40F: 3 clusters Score -368962.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -368963.750000 Penalty: 2458.245605
	Iteration 41Q: 3 clusters Score -368963.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -368965.593750 Penalty: 2458.245605
	Iteration 42Q: 3 clusters Score -368965.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -368965.593750 Penalty: 2458.245605
	Iteration 43F: 3 clusters Score -368965.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Entering Unmasked Estep 
Score: -1091792.125000 Penalty: 1376.534790
	Iteration 0F: 2 clusters Score -1091792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1084795.250000 Penalty: 2753.069580
	Iteration 0F: 3 clusters Score -1084795 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1087063.000000 Penalty: 2753.069580
	Iteration 1F: 3 clusters Score -1087063 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1087447.375000 Penalty: 2753.069580
	Iteration 2F: 3 clusters Score -1087447 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1087760.000000 Penalty: 2753.069580
	Iteration 3F: 3 clusters Score -1087760 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1088037.000000 Penalty: 2753.069580
	Iteration 4F: 3 clusters Score -1088037 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1088292.250000 Penalty: 2753.069580
	Iteration 5Q: 3 clusters Score -1088292 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1088562.125000 Penalty: 2753.069580
	Iteration 6Q: 3 clusters Score -1088562 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1088844.750000 Penalty: 2753.069580
	Iteration 7Q: 3 clusters Score -1088845 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1089108.625000 Penalty: 2753.069580
	Iteration 8Q: 3 clusters Score -1089109 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1089362.375000 Penalty: 2753.069580
	Iteration 9Q: 3 clusters Score -1089362 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1089588.875000 Penalty: 2753.069580
	Iteration 10Q: 3 clusters Score -1089589 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1089809.000000 Penalty: 2753.069580
	Iteration 11Q: 3 clusters Score -1089809 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1089967.750000 Penalty: 2753.069580
	Iteration 12Q: 3 clusters Score -1089968 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1090097.000000 Penalty: 2753.069580
	Iteration 13Q: 3 clusters Score -1090097 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1090196.625000 Penalty: 2753.069580
	Iteration 14Q: 3 clusters Score -1090197 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1090271.125000 Penalty: 2753.069580
	Iteration 15Q: 3 clusters Score -1090271 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1090342.875000 Penalty: 2753.069580
	Iteration 16Q: 3 clusters Score -1090343 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1090392.625000 Penalty: 2753.069580
	Iteration 17Q: 3 clusters Score -1090393 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1090437.625000 Penalty: 2753.069580
	Iteration 18Q: 3 clusters Score -1090438 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1090470.625000 Penalty: 2753.069580
	Iteration 19Q: 3 clusters Score -1090471 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1090509.500000 Penalty: 2753.069580
	Iteration 20F: 3 clusters Score -1090510 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1090549.750000 Penalty: 2753.069580
	Iteration 21Q: 3 clusters Score -1090550 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1090580.375000 Penalty: 2753.069580
	Iteration 22Q: 3 clusters Score -1090580 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1090592.875000 Penalty: 2753.069580
	Iteration 23Q: 3 clusters Score -1090593 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1090602.500000 Penalty: 2753.069580
	Iteration 24Q: 3 clusters Score -1090602 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1090614.625000 Penalty: 2753.069580
	Iteration 25Q: 3 clusters Score -1090615 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1090620.875000 Penalty: 2753.069580
	Iteration 26Q: 3 clusters Score -1090621 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1090629.375000 Penalty: 2753.069580
	Iteration 27Q: 3 clusters Score -1090629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1090632.500000 Penalty: 2753.069580
	Iteration 28Q: 3 clusters Score -1090632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1090635.750000 Penalty: 2753.069580
	Iteration 29Q: 3 clusters Score -1090636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1090638.875000 Penalty: 2753.069580
	Iteration 30Q: 3 clusters Score -1090639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1090641.000000 Penalty: 2753.069580
	Iteration 31Q: 3 clusters Score -1090641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1090644.625000 Penalty: 2753.069580
	Iteration 32Q: 3 clusters Score -1090645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1090649.875000 Penalty: 2753.069580
	Iteration 33Q: 3 clusters Score -1090650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1090655.875000 Penalty: 2753.069580
	Iteration 34Q: 3 clusters Score -1090656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1090661.750000 Penalty: 2753.069580
	Iteration 35Q: 3 clusters Score -1090662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1090665.250000 Penalty: 2753.069580
	Iteration 36Q: 3 clusters Score -1090665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1090665.250000 Penalty: 2753.069580
	Iteration 37Q: 3 clusters Score -1090665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1090665.250000 Penalty: 2753.069580
	Iteration 38F: 3 clusters Score -1090665 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Entering Unmasked Estep 
Score: -1235169.375000 Penalty: 1401.072388
	Iteration 0F: 2 clusters Score -1235169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1227050.500000 Penalty: 2802.144775
	Iteration 0F: 3 clusters Score -1227050 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1229775.500000 Penalty: 2802.144775
	Iteration 1F: 3 clusters Score -1229776 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1230204.250000 Penalty: 2802.144775
	Iteration 2F: 3 clusters Score -1230204 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1230600.875000 Penalty: 2802.144775
	Iteration 3F: 3 clusters Score -1230601 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1230967.875000 Penalty: 2802.144775
	Iteration 4F: 3 clusters Score -1230968 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1231331.625000 Penalty: 2802.144775
	Iteration 5F: 3 clusters Score -1231332 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1231726.500000 Penalty: 2802.144775
	Iteration 6F: 3 clusters Score -1231726 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1232122.625000 Penalty: 2802.144775
	Iteration 7Q: 3 clusters Score -1232123 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1232541.125000 Penalty: 2802.144775
	Iteration 8Q: 3 clusters Score -1232541 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1232928.875000 Penalty: 2802.144775
	Iteration 9Q: 3 clusters Score -1232929 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1233294.375000 Penalty: 2802.144775
	Iteration 10Q: 3 clusters Score -1233294 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1233578.500000 Penalty: 2802.144775
	Iteration 11Q: 3 clusters Score -1233578 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1233781.250000 Penalty: 2802.144775
	Iteration 12Q: 3 clusters Score -1233781 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1233914.375000 Penalty: 2802.144775
	Iteration 13Q: 3 clusters Score -1233914 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -1233995.625000 Penalty: 2802.144775
	Iteration 14Q: 3 clusters Score -1233996 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1234054.625000 Penalty: 2802.144775
	Iteration 15Q: 3 clusters Score -1234055 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1234091.125000 Penalty: 2802.144775
	Iteration 16Q: 3 clusters Score -1234091 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1234127.750000 Penalty: 2802.144775
	Iteration 17Q: 3 clusters Score -1234128 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1234149.250000 Penalty: 2802.144775
	Iteration 18Q: 3 clusters Score -1234149 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1234159.875000 Penalty: 2802.144775
	Iteration 19Q: 3 clusters Score -1234160 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1234178.125000 Penalty: 2802.144775
	Iteration 20F: 3 clusters Score -1234178 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -1234188.750000 Penalty: 2802.144775
	Iteration 21Q: 3 clusters Score -1234189 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1234196.625000 Penalty: 2802.144775
	Iteration 22Q: 3 clusters Score -1234197 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1234203.250000 Penalty: 2802.144775
	Iteration 23Q: 3 clusters Score -1234203 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1234208.750000 Penalty: 2802.144775
	Iteration 24Q: 3 clusters Score -1234209 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1234217.375000 Penalty: 2802.144775
	Iteration 25Q: 3 clusters Score -1234217 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1234221.375000 Penalty: 2802.144775
	Iteration 26Q: 3 clusters Score -1234221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1234220.250000 Penalty: 2802.144775
	Iteration 27Q: 3 clusters Score -1234220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -1234222.750000 Penalty: 2802.144775
	Iteration 28Q: 3 clusters Score -1234223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -1234225.500000 Penalty: 2802.144775
	Iteration 29Q: 3 clusters Score -1234226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -1234230.750000 Penalty: 2802.144775
	Iteration 30Q: 3 clusters Score -1234231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1234233.000000 Penalty: 2802.144775
	Iteration 31Q: 3 clusters Score -1234233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1234235.375000 Penalty: 2802.144775
	Iteration 32Q: 3 clusters Score -1234235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1234237.125000 Penalty: 2802.144775
	Iteration 33Q: 3 clusters Score -1234237 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1234243.875000 Penalty: 2802.144775
	Iteration 34Q: 3 clusters Score -1234244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -1234246.125000 Penalty: 2802.144775
	Iteration 35Q: 3 clusters Score -1234246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1234251.125000 Penalty: 2802.144775
	Iteration 36Q: 3 clusters Score -1234251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -1234255.250000 Penalty: 2802.144775
	Iteration 37Q: 3 clusters Score -1234255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -1234256.375000 Penalty: 2802.144775
	Iteration 38Q: 3 clusters Score -1234256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1234253.875000 Penalty: 2802.144775
	Iteration 39Q: 3 clusters Score -1234254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1234255.750000 Penalty: 2802.144775
	Iteration 40F: 3 clusters Score -1234256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1234258.625000 Penalty: 2802.144775
	Iteration 41Q: 3 clusters Score -1234259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1234258.625000 Penalty: 2802.144775
	Iteration 42F: 3 clusters Score -1234259 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: -677865.750000 Penalty: 1320.142700
	Iteration 0F: 2 clusters Score -677865.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -672865.875000 Penalty: 2640.285400
	Iteration 0F: 3 clusters Score -672865.9 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -674405.437500 Penalty: 2640.285400
	Iteration 1F: 3 clusters Score -674405.4 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -674713.625000 Penalty: 2640.285400
	Iteration 2F: 3 clusters Score -674713.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -674967.437500 Penalty: 2640.285400
	Iteration 3F: 3 clusters Score -674967.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -675204.750000 Penalty: 2640.285400
	Iteration 4F: 3 clusters Score -675204.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -675485.937500 Penalty: 2640.285400
	Iteration 5F: 3 clusters Score -675485.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -675784.375000 Penalty: 2640.285400
	Iteration 6F: 3 clusters Score -675784.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -676073.375000 Penalty: 2640.285400
	Iteration 7F: 3 clusters Score -676073.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -676372.625000 Penalty: 2640.285400
	Iteration 8Q: 3 clusters Score -676372.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -676626.375000 Penalty: 2640.285400
	Iteration 9Q: 3 clusters Score -676626.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -676805.062500 Penalty: 2640.285400
	Iteration 10Q: 3 clusters Score -676805.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -676923.437500 Penalty: 2640.285400
	Iteration 11Q: 3 clusters Score -676923.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -676996.875000 Penalty: 2640.285400
	Iteration 12Q: 3 clusters Score -676996.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -677063.562500 Penalty: 2640.285400
	Iteration 13Q: 3 clusters Score -677063.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -677121.875000 Penalty: 2640.285400
	Iteration 14Q: 3 clusters Score -677121.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -677176.500000 Penalty: 2640.285400
	Iteration 15Q: 3 clusters Score -677176.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -677228.812500 Penalty: 2640.285400
	Iteration 16Q: 3 clusters Score -677228.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -677271.750000 Penalty: 2640.285400
	Iteration 17Q: 3 clusters Score -677271.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -677292.500000 Penalty: 2640.285400
	Iteration 18Q: 3 clusters Score -677292.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -677311.687500 Penalty: 2640.285400
	Iteration 19Q: 3 clusters Score -677311.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -677323.750000 Penalty: 2640.285400
	Iteration 20F: 3 clusters Score -677323.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -677339.500000 Penalty: 2640.285400
	Iteration 21Q: 3 clusters Score -677339.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -677355.562500 Penalty: 2640.285400
	Iteration 22Q: 3 clusters Score -677355.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -677363.000000 Penalty: 2640.285400
	Iteration 23Q: 3 clusters Score -677363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -677370.125000 Penalty: 2640.285400
	Iteration 24Q: 3 clusters Score -677370.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -677374.312500 Penalty: 2640.285400
	Iteration 25Q: 3 clusters Score -677374.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -677375.125000 Penalty: 2640.285400
	Iteration 26Q: 3 clusters Score -677375.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -677375.437500 Penalty: 2640.285400
	Iteration 27Q: 3 clusters Score -677375.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -677378.000000 Penalty: 2640.285400
	Iteration 28Q: 3 clusters Score -677378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -677378.000000 Penalty: 2640.285400
	Iteration 29F: 3 clusters Score -677378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (24439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24439 members 
Entering Unmasked Estep 
Score: -2391282.250000 Penalty: 1503.465576
	Iteration 0F: 2 clusters Score -2391282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -2375398.500000 Penalty: 3006.931152
	Iteration 0F: 3 clusters Score -2375398 nChanged 10854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -2381379.500000 Penalty: 3006.931152
	Iteration 1F: 3 clusters Score -2381380 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -2382028.000000 Penalty: 3006.931152
	Iteration 2F: 3 clusters Score -2382028 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -2382768.000000 Penalty: 3006.931152
	Iteration 3F: 3 clusters Score -2382768 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -2383677.750000 Penalty: 3006.931152
	Iteration 4F: 3 clusters Score -2383678 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -2384648.500000 Penalty: 3006.931152
	Iteration 5F: 3 clusters Score -2384648 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -2385686.250000 Penalty: 3006.931152
	Iteration 6F: 3 clusters Score -2385686 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -2386628.750000 Penalty: 3006.931152
	Iteration 7F: 3 clusters Score -2386629 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -2387474.750000 Penalty: 3006.931152
	Iteration 8Q: 3 clusters Score -2387475 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -2388198.250000 Penalty: 3006.931152
	Iteration 9Q: 3 clusters Score -2388198 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -2388738.000000 Penalty: 3006.931152
	Iteration 10Q: 3 clusters Score -2388738 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -2389164.500000 Penalty: 3006.931152
	Iteration 11Q: 3 clusters Score -2389164 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -2389467.750000 Penalty: 3006.931152
	Iteration 12Q: 3 clusters Score -2389468 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -2389708.000000 Penalty: 3006.931152
	Iteration 13Q: 3 clusters Score -2389708 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -2389870.000000 Penalty: 3006.931152
	Iteration 14Q: 3 clusters Score -2389870 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -2389996.750000 Penalty: 3006.931152
	Iteration 15Q: 3 clusters Score -2389997 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -2390098.500000 Penalty: 3006.931152
	Iteration 16Q: 3 clusters Score -2390098 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -2390173.500000 Penalty: 3006.931152
	Iteration 17Q: 3 clusters Score -2390174 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -2390217.000000 Penalty: 3006.931152
	Iteration 18Q: 3 clusters Score -2390217 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -2390259.750000 Penalty: 3006.931152
	Iteration 19Q: 3 clusters Score -2390260 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -2390297.750000 Penalty: 3006.931152
	Iteration 20F: 3 clusters Score -2390298 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -2390334.250000 Penalty: 3006.931152
	Iteration 21Q: 3 clusters Score -2390334 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -2390360.750000 Penalty: 3006.931152
	Iteration 22Q: 3 clusters Score -2390361 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -2390372.000000 Penalty: 3006.931152
	Iteration 23Q: 3 clusters Score -2390372 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -2390394.750000 Penalty: 3006.931152
	Iteration 24Q: 3 clusters Score -2390395 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2390411.250000 Penalty: 3006.931152
	Iteration 25Q: 3 clusters Score -2390411 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -2390419.750000 Penalty: 3006.931152
	Iteration 26Q: 3 clusters Score -2390420 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2390430.250000 Penalty: 3006.931152
	Iteration 27Q: 3 clusters Score -2390430 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2390436.750000 Penalty: 3006.931152
	Iteration 28Q: 3 clusters Score -2390437 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22405 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -2390443.750000 Penalty: 3006.931152
	Iteration 29Q: 3 clusters Score -2390444 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -2390456.750000 Penalty: 3006.931152
	Iteration 30Q: 3 clusters Score -2390457 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -2390468.500000 Penalty: 3006.931152
	Iteration 31Q: 3 clusters Score -2390468 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2390479.750000 Penalty: 3006.931152
	Iteration 32Q: 3 clusters Score -2390480 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22531 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2390488.500000 Penalty: 3006.931152
	Iteration 33Q: 3 clusters Score -2390488 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2390502.000000 Penalty: 3006.931152
	Iteration 34Q: 3 clusters Score -2390502 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -2390507.250000 Penalty: 3006.931152
	Iteration 35Q: 3 clusters Score -2390507 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22593 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2390507.250000 Penalty: 3006.931152
	Iteration 36Q: 3 clusters Score -2390507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2390506.500000 Penalty: 3006.931152
	Iteration 37Q: 3 clusters Score -2390506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2390513.250000 Penalty: 3006.931152
	Iteration 38Q: 3 clusters Score -2390513 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2390517.000000 Penalty: 3006.931152
	Iteration 39Q: 3 clusters Score -2390517 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -2390521.000000 Penalty: 3006.931152
	Iteration 40F: 3 clusters Score -2390521 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -2390519.500000 Penalty: 3006.931152
	Iteration 41Q: 3 clusters Score -2390520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2390523.750000 Penalty: 3006.931152
	Iteration 42Q: 3 clusters Score -2390524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22656 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -2390523.000000 Penalty: 3006.931152
	Iteration 43Q: 3 clusters Score -2390523 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2390530.750000 Penalty: 3006.931152
	Iteration 44Q: 3 clusters Score -2390531 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2390532.500000 Penalty: 3006.931152
	Iteration 45Q: 3 clusters Score -2390532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2390534.250000 Penalty: 3006.931152
	Iteration 46Q: 3 clusters Score -2390534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2390538.000000 Penalty: 3006.931152
	Iteration 47Q: 3 clusters Score -2390538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -2390538.500000 Penalty: 3006.931152
	Iteration 48Q: 3 clusters Score -2390538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2390535.750000 Penalty: 3006.931152
	Iteration 49Q: 3 clusters Score -2390536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2390540.000000 Penalty: 3006.931152
	Iteration 50Q: 3 clusters Score -2390540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2390544.750000 Penalty: 3006.931152
	Iteration 51Q: 3 clusters Score -2390545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2390542.750000 Penalty: 3006.931152
	Iteration 52Q: 3 clusters Score -2390543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2390541.750000 Penalty: 3006.931152
	Iteration 53Q: 3 clusters Score -2390542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2390546.250000 Penalty: 3006.931152
	Iteration 54Q: 3 clusters Score -2390546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2390548.750000 Penalty: 3006.931152
	Iteration 55Q: 3 clusters Score -2390549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2390551.500000 Penalty: 3006.931152
	Iteration 56Q: 3 clusters Score -2390552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2390556.500000 Penalty: 3006.931152
	Iteration 57Q: 3 clusters Score -2390556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2390555.000000 Penalty: 3006.931152
	Iteration 58Q: 3 clusters Score -2390555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2390554.000000 Penalty: 3006.931152
	Iteration 59Q: 3 clusters Score -2390554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2390555.250000 Penalty: 3006.931152
	Iteration 60F: 3 clusters Score -2390555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22756 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2390555.500000 Penalty: 3006.931152
	Iteration 61Q: 3 clusters Score -2390556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2390552.750000 Penalty: 3006.931152
	Iteration 62Q: 3 clusters Score -2390553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2390561.000000 Penalty: 3006.931152
	Iteration 63Q: 3 clusters Score -2390561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2390560.500000 Penalty: 3006.931152
	Iteration 64Q: 3 clusters Score -2390560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2390561.750000 Penalty: 3006.931152
	Iteration 65Q: 3 clusters Score -2390562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2390564.250000 Penalty: 3006.931152
	Iteration 66Q: 3 clusters Score -2390564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2390564.500000 Penalty: 3006.931152
	Iteration 67Q: 3 clusters Score -2390564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2390563.000000 Penalty: 3006.931152
	Iteration 68Q: 3 clusters Score -2390563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2390563.000000 Penalty: 3006.931152
	Iteration 69F: 3 clusters Score -2390563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Entering Unmasked Estep 
Score: -417662.500000 Penalty: 1234.266235
	Iteration 0F: 2 clusters Score -417662.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -414587.562500 Penalty: 2468.532471
	Iteration 0F: 3 clusters Score -414587.6 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -415526.250000 Penalty: 2468.532471
	Iteration 1F: 3 clusters Score -415526.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -415735.906250 Penalty: 2468.532471
	Iteration 2F: 3 clusters Score -415735.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -415852.500000 Penalty: 2468.532471
	Iteration 3Q: 3 clusters Score -415852.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -415932.750000 Penalty: 2468.532471
	Iteration 4Q: 3 clusters Score -415932.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -415979.031250 Penalty: 2468.532471
	Iteration 5Q: 3 clusters Score -415979 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -416017.375000 Penalty: 2468.532471
	Iteration 6Q: 3 clusters Score -416017.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -416059.750000 Penalty: 2468.532471
	Iteration 7Q: 3 clusters Score -416059.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -416098.875000 Penalty: 2468.532471
	Iteration 8Q: 3 clusters Score -416098.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -416137.406250 Penalty: 2468.532471
	Iteration 9Q: 3 clusters Score -416137.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -416169.218750 Penalty: 2468.532471
	Iteration 10Q: 3 clusters Score -416169.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -416189.000000 Penalty: 2468.532471
	Iteration 11Q: 3 clusters Score -416189 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -416212.750000 Penalty: 2468.532471
	Iteration 12Q: 3 clusters Score -416212.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -416236.031250 Penalty: 2468.532471
	Iteration 13Q: 3 clusters Score -416236 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -416261.593750 Penalty: 2468.532471
	Iteration 14Q: 3 clusters Score -416261.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -416279.750000 Penalty: 2468.532471
	Iteration 15Q: 3 clusters Score -416279.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -416301.968750 Penalty: 2468.532471
	Iteration 16Q: 3 clusters Score -416302 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -416323.781250 Penalty: 2468.532471
	Iteration 17Q: 3 clusters Score -416323.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -416346.375000 Penalty: 2468.532471
	Iteration 18Q: 3 clusters Score -416346.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -416366.281250 Penalty: 2468.532471
	Iteration 19Q: 3 clusters Score -416366.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -416389.187500 Penalty: 2468.532471
	Iteration 20F: 3 clusters Score -416389.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -416410.656250 Penalty: 2468.532471
	Iteration 21Q: 3 clusters Score -416410.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -416428.593750 Penalty: 2468.532471
	Iteration 22Q: 3 clusters Score -416428.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -416445.687500 Penalty: 2468.532471
	Iteration 23Q: 3 clusters Score -416445.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -416459.937500 Penalty: 2468.532471
	Iteration 24Q: 3 clusters Score -416459.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -416473.625000 Penalty: 2468.532471
	Iteration 25Q: 3 clusters Score -416473.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -416484.593750 Penalty: 2468.532471
	Iteration 26Q: 3 clusters Score -416484.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -416496.375000 Penalty: 2468.532471
	Iteration 27Q: 3 clusters Score -416496.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -416506.343750 Penalty: 2468.532471
	Iteration 28Q: 3 clusters Score -416506.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -416517.156250 Penalty: 2468.532471
	Iteration 29Q: 3 clusters Score -416517.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -416531.156250 Penalty: 2468.532471
	Iteration 30Q: 3 clusters Score -416531.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -416540.312500 Penalty: 2468.532471
	Iteration 31Q: 3 clusters Score -416540.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -416551.250000 Penalty: 2468.532471
	Iteration 32Q: 3 clusters Score -416551.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -416557.593750 Penalty: 2468.532471
	Iteration 33Q: 3 clusters Score -416557.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -416561.906250 Penalty: 2468.532471
	Iteration 34Q: 3 clusters Score -416561.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -416564.312500 Penalty: 2468.532471
	Iteration 35Q: 3 clusters Score -416564.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -416567.843750 Penalty: 2468.532471
	Iteration 36Q: 3 clusters Score -416567.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -416570.281250 Penalty: 2468.532471
	Iteration 37Q: 3 clusters Score -416570.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -416571.000000 Penalty: 2468.532471
	Iteration 38Q: 3 clusters Score -416571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -416571.875000 Penalty: 2468.532471
	Iteration 39Q: 3 clusters Score -416571.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -416574.031250 Penalty: 2468.532471
	Iteration 40F: 3 clusters Score -416574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -416574.812500 Penalty: 2468.532471
	Iteration 41Q: 3 clusters Score -416574.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -416574.812500 Penalty: 2468.532471
	Iteration 42F: 3 clusters Score -416574.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Entering Unmasked Estep 
Score: -426091.406250 Penalty: 1252.866333
	Iteration 0F: 2 clusters Score -426091.4 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 2251 members 
Entering Unmasked Estep 
Score: -422685.625000 Penalty: 2505.732666
	Iteration 0F: 3 clusters Score -422685.6 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -423724.125000 Penalty: 2505.732666
	Iteration 1F: 3 clusters Score -423724.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -423998.906250 Penalty: 2505.732666
	Iteration 2F: 3 clusters Score -423998.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -424204.093750 Penalty: 2505.732666
	Iteration 3F: 3 clusters Score -424204.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -424372.468750 Penalty: 2505.732666
	Iteration 4Q: 3 clusters Score -424372.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -424556.375000 Penalty: 2505.732666
	Iteration 5Q: 3 clusters Score -424556.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -424737.406250 Penalty: 2505.732666
	Iteration 6Q: 3 clusters Score -424737.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -424925.343750 Penalty: 2505.732666
	Iteration 7Q: 3 clusters Score -424925.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -425106.531250 Penalty: 2505.732666
	Iteration 8Q: 3 clusters Score -425106.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -425276.468750 Penalty: 2505.732666
	Iteration 9Q: 3 clusters Score -425276.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -425429.187500 Penalty: 2505.732666
	Iteration 10Q: 3 clusters Score -425429.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -425535.312500 Penalty: 2505.732666
	Iteration 11Q: 3 clusters Score -425535.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -425618.000000 Penalty: 2505.732666
	Iteration 12Q: 3 clusters Score -425618 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -425668.406250 Penalty: 2505.732666
	Iteration 13Q: 3 clusters Score -425668.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -425694.250000 Penalty: 2505.732666
	Iteration 14Q: 3 clusters Score -425694.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -425709.468750 Penalty: 2505.732666
	Iteration 15Q: 3 clusters Score -425709.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -425722.468750 Penalty: 2505.732666
	Iteration 16Q: 3 clusters Score -425722.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -425732.593750 Penalty: 2505.732666
	Iteration 17Q: 3 clusters Score -425732.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -425738.406250 Penalty: 2505.732666
	Iteration 18Q: 3 clusters Score -425738.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -425740.656250 Penalty: 2505.732666
	Iteration 19Q: 3 clusters Score -425740.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -425743.093750 Penalty: 2505.732666
	Iteration 20F: 3 clusters Score -425743.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -425746.593750 Penalty: 2505.732666
	Iteration 21Q: 3 clusters Score -425746.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -425749.031250 Penalty: 2505.732666
	Iteration 22Q: 3 clusters Score -425749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -425749.531250 Penalty: 2505.732666
	Iteration 23Q: 3 clusters Score -425749.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -425749.906250 Penalty: 2505.732666
	Iteration 24Q: 3 clusters Score -425749.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -425750.156250 Penalty: 2505.732666
	Iteration 25Q: 3 clusters Score -425750.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -425750.687500 Penalty: 2505.732666
	Iteration 26Q: 3 clusters Score -425750.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -425752.093750 Penalty: 2505.732666
	Iteration 27Q: 3 clusters Score -425752.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -425752.406250 Penalty: 2505.732666
	Iteration 28Q: 3 clusters Score -425752.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -425753.062500 Penalty: 2505.732666
	Iteration 29Q: 3 clusters Score -425753.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -425753.062500 Penalty: 2505.732666
	Iteration 30F: 3 clusters Score -425753.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Entering Unmasked Estep 
Score: -295406.156250 Penalty: 1183.139648
	Iteration 0F: 2 clusters Score -295406.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -293026.750000 Penalty: 2366.279297
	Iteration 0F: 3 clusters Score -293026.8 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -293623.843750 Penalty: 2366.279297
	Iteration 1F: 3 clusters Score -293623.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -293762.781250 Penalty: 2366.279297
	Iteration 2F: 3 clusters Score -293762.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -293849.093750 Penalty: 2366.279297
	Iteration 3Q: 3 clusters Score -293849.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -293883.156250 Penalty: 2366.279297
	Iteration 4Q: 3 clusters Score -293883.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -293899.750000 Penalty: 2366.279297
	Iteration 5Q: 3 clusters Score -293899.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -293917.562500 Penalty: 2366.279297
	Iteration 6Q: 3 clusters Score -293917.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -293936.687500 Penalty: 2366.279297
	Iteration 7Q: 3 clusters Score -293936.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -293953.843750 Penalty: 2366.279297
	Iteration 8Q: 3 clusters Score -293953.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -293976.937500 Penalty: 2366.279297
	Iteration 9Q: 3 clusters Score -293976.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -293990.843750 Penalty: 2366.279297
	Iteration 10Q: 3 clusters Score -293990.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -294004.968750 Penalty: 2366.279297
	Iteration 11Q: 3 clusters Score -294005 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -294016.468750 Penalty: 2366.279297
	Iteration 12Q: 3 clusters Score -294016.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -294024.437500 Penalty: 2366.279297
	Iteration 13Q: 3 clusters Score -294024.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -294029.906250 Penalty: 2366.279297
	Iteration 14Q: 3 clusters Score -294029.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -294033.312500 Penalty: 2366.279297
	Iteration 15Q: 3 clusters Score -294033.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -294039.031250 Penalty: 2366.279297
	Iteration 16Q: 3 clusters Score -294039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -294042.906250 Penalty: 2366.279297
	Iteration 17Q: 3 clusters Score -294042.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -294047.156250 Penalty: 2366.279297
	Iteration 18Q: 3 clusters Score -294047.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -294051.156250 Penalty: 2366.279297
	Iteration 19Q: 3 clusters Score -294051.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -294055.562500 Penalty: 2366.279297
	Iteration 20F: 3 clusters Score -294055.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -294059.875000 Penalty: 2366.279297
	Iteration 21Q: 3 clusters Score -294059.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -294066.187500 Penalty: 2366.279297
	Iteration 22Q: 3 clusters Score -294066.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -294069.875000 Penalty: 2366.279297
	Iteration 23Q: 3 clusters Score -294069.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -294074.343750 Penalty: 2366.279297
	Iteration 24Q: 3 clusters Score -294074.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -294077.250000 Penalty: 2366.279297
	Iteration 25Q: 3 clusters Score -294077.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -294079.031250 Penalty: 2366.279297
	Iteration 26Q: 3 clusters Score -294079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -294080.406250 Penalty: 2366.279297
	Iteration 27Q: 3 clusters Score -294080.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -294081.906250 Penalty: 2366.279297
	Iteration 28Q: 3 clusters Score -294081.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -294084.406250 Penalty: 2366.279297
	Iteration 29Q: 3 clusters Score -294084.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -294085.875000 Penalty: 2366.279297
	Iteration 30Q: 3 clusters Score -294085.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -294093.093750 Penalty: 2366.279297
	Iteration 31Q: 3 clusters Score -294093.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -294093.843750 Penalty: 2366.279297
	Iteration 32Q: 3 clusters Score -294093.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -294094.250000 Penalty: 2366.279297
	Iteration 33Q: 3 clusters Score -294094.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -294095.687500 Penalty: 2366.279297
	Iteration 34Q: 3 clusters Score -294095.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -294097.125000 Penalty: 2366.279297
	Iteration 35Q: 3 clusters Score -294097.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -294101.125000 Penalty: 2366.279297
	Iteration 36Q: 3 clusters Score -294101.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -294104.000000 Penalty: 2366.279297
	Iteration 37Q: 3 clusters Score -294104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -294106.125000 Penalty: 2366.279297
	Iteration 38Q: 3 clusters Score -294106.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -294108.937500 Penalty: 2366.279297
	Iteration 39Q: 3 clusters Score -294108.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -294110.968750 Penalty: 2366.279297
	Iteration 40F: 3 clusters Score -294111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -294114.187500 Penalty: 2366.279297
	Iteration 41Q: 3 clusters Score -294114.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -294116.718750 Penalty: 2366.279297
	Iteration 42Q: 3 clusters Score -294116.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -294117.625000 Penalty: 2366.279297
	Iteration 43Q: 3 clusters Score -294117.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -294118.812500 Penalty: 2366.279297
	Iteration 44Q: 3 clusters Score -294118.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -294123.625000 Penalty: 2366.279297
	Iteration 45Q: 3 clusters Score -294123.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -294124.375000 Penalty: 2366.279297
	Iteration 46Q: 3 clusters Score -294124.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -294125.781250 Penalty: 2366.279297
	Iteration 47Q: 3 clusters Score -294125.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -294125.593750 Penalty: 2366.279297
	Iteration 48Q: 3 clusters Score -294125.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -294126.375000 Penalty: 2366.279297
	Iteration 49Q: 3 clusters Score -294126.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -294126.593750 Penalty: 2366.279297
	Iteration 50Q: 3 clusters Score -294126.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -294126.593750 Penalty: 2366.279297
	Iteration 51F: 3 clusters Score -294126.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (37884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37884 members 
Entering Unmasked Estep 
Score: -3932517.000000 Penalty: 1568.691895
	Iteration 0F: 2 clusters Score -3932517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -3907783.500000 Penalty: 3137.383789
	Iteration 0F: 3 clusters Score -3907784 nChanged 17364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -3917364.000000 Penalty: 3137.383789
	Iteration 1F: 3 clusters Score -3917364 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -3917809.250000 Penalty: 3137.383789
	Iteration 2Q: 3 clusters Score -3917809 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -3918189.750000 Penalty: 3137.383789
	Iteration 3Q: 3 clusters Score -3918190 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -3918534.500000 Penalty: 3137.383789
	Iteration 4Q: 3 clusters Score -3918534 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -3918850.750000 Penalty: 3137.383789
	Iteration 5Q: 3 clusters Score -3918851 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -3919166.500000 Penalty: 3137.383789
	Iteration 6Q: 3 clusters Score -3919166 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -3919557.750000 Penalty: 3137.383789
	Iteration 7Q: 3 clusters Score -3919558 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -3920106.000000 Penalty: 3137.383789
	Iteration 8Q: 3 clusters Score -3920106 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -3920902.000000 Penalty: 3137.383789
	Iteration 9Q: 3 clusters Score -3920902 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26216 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -3922100.000000 Penalty: 3137.383789
	Iteration 10F: 3 clusters Score -3922100 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28566 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -3923774.750000 Penalty: 3137.383789
	Iteration 11F: 3 clusters Score -3923775 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31031 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -3925714.250000 Penalty: 3137.383789
	Iteration 12F: 3 clusters Score -3925714 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33281 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -3927605.250000 Penalty: 3137.383789
	Iteration 13F: 3 clusters Score -3927605 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34970 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -3929045.000000 Penalty: 3137.383789
	Iteration 14Q: 3 clusters Score -3929045 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36105 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -3929982.250000 Penalty: 3137.383789
	Iteration 15Q: 3 clusters Score -3929982 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36793 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -3930533.500000 Penalty: 3137.383789
	Iteration 16Q: 3 clusters Score -3930534 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37172 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -3930849.750000 Penalty: 3137.383789
	Iteration 17Q: 3 clusters Score -3930850 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37373 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -3931040.000000 Penalty: 3137.383789
	Iteration 18Q: 3 clusters Score -3931040 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37462 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -3931141.500000 Penalty: 3137.383789
	Iteration 19Q: 3 clusters Score -3931142 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37512 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -3931184.250000 Penalty: 3137.383789
	Iteration 20F: 3 clusters Score -3931184 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37542 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -3931216.750000 Penalty: 3137.383789
	Iteration 21Q: 3 clusters Score -3931217 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37552 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3931236.500000 Penalty: 3137.383789
	Iteration 22Q: 3 clusters Score -3931236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37562 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3931248.000000 Penalty: 3137.383789
	Iteration 23Q: 3 clusters Score -3931248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37567 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -3931257.000000 Penalty: 3137.383789
	Iteration 24Q: 3 clusters Score -3931257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37574 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -3931268.250000 Penalty: 3137.383789
	Iteration 25Q: 3 clusters Score -3931268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37578 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -3931274.250000 Penalty: 3137.383789
	Iteration 26Q: 3 clusters Score -3931274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37583 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3931277.250000 Penalty: 3137.383789
	Iteration 27Q: 3 clusters Score -3931277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37584 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3931287.250000 Penalty: 3137.383789
	Iteration 28Q: 3 clusters Score -3931287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37588 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -3931293.500000 Penalty: 3137.383789
	Iteration 29Q: 3 clusters Score -3931294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37588 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -3931293.500000 Penalty: 3137.383789
	Iteration 30F: 3 clusters Score -3931294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (35139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35139 members 
Entering Unmasked Estep 
Score: -3638012.500000 Penalty: 1557.499512
	Iteration 0F: 2 clusters Score -3638012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -3615185.250000 Penalty: 3114.999023
	Iteration 0F: 3 clusters Score -3615185 nChanged 15932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -3624172.250000 Penalty: 3114.999023
	Iteration 1F: 3 clusters Score -3624172 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -3624966.750000 Penalty: 3114.999023
	Iteration 2F: 3 clusters Score -3624967 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -3625812.750000 Penalty: 3114.999023
	Iteration 3F: 3 clusters Score -3625813 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -3626888.000000 Penalty: 3114.999023
	Iteration 4F: 3 clusters Score -3626888 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25096 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -3628414.750000 Penalty: 3114.999023
	Iteration 5F: 3 clusters Score -3628415 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27545 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -3630464.250000 Penalty: 3114.999023
	Iteration 6F: 3 clusters Score -3630464 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29966 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -3632603.750000 Penalty: 3114.999023
	Iteration 7F: 3 clusters Score -3632604 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31888 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -3634334.500000 Penalty: 3114.999023
	Iteration 8F: 3 clusters Score -3634334 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33144 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -3635450.500000 Penalty: 3114.999023
	Iteration 9Q: 3 clusters Score -3635450 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33833 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -3636033.250000 Penalty: 3114.999023
	Iteration 10Q: 3 clusters Score -3636033 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34207 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -3636347.500000 Penalty: 3114.999023
	Iteration 11Q: 3 clusters Score -3636348 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34400 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3636520.250000 Penalty: 3114.999023
	Iteration 12Q: 3 clusters Score -3636520 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34508 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3636601.750000 Penalty: 3114.999023
	Iteration 13Q: 3 clusters Score -3636602 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34572 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -3636665.250000 Penalty: 3114.999023
	Iteration 14Q: 3 clusters Score -3636665 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34607 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3636704.750000 Penalty: 3114.999023
	Iteration 15Q: 3 clusters Score -3636705 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34638 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -3636734.750000 Penalty: 3114.999023
	Iteration 16Q: 3 clusters Score -3636735 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34660 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3636753.250000 Penalty: 3114.999023
	Iteration 17Q: 3 clusters Score -3636753 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34679 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -3636770.250000 Penalty: 3114.999023
	Iteration 18Q: 3 clusters Score -3636770 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34694 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -3636783.500000 Penalty: 3114.999023
	Iteration 19Q: 3 clusters Score -3636784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34701 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3636787.250000 Penalty: 3114.999023
	Iteration 20F: 3 clusters Score -3636787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34704 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3636794.250000 Penalty: 3114.999023
	Iteration 21Q: 3 clusters Score -3636794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34710 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -3636803.500000 Penalty: 3114.999023
	Iteration 22Q: 3 clusters Score -3636804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34714 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3636804.000000 Penalty: 3114.999023
	Iteration 23Q: 3 clusters Score -3636804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34719 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3636810.250000 Penalty: 3114.999023
	Iteration 24Q: 3 clusters Score -3636810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34723 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3636813.250000 Penalty: 3114.999023
	Iteration 25Q: 3 clusters Score -3636813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34724 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -3636814.750000 Penalty: 3114.999023
	Iteration 26Q: 3 clusters Score -3636815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34726 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3636817.250000 Penalty: 3114.999023
	Iteration 27Q: 3 clusters Score -3636817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34730 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3636817.750000 Penalty: 3114.999023
	Iteration 28Q: 3 clusters Score -3636818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34734 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -3636819.250000 Penalty: 3114.999023
	Iteration 29Q: 3 clusters Score -3636819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34737 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3636825.750000 Penalty: 3114.999023
	Iteration 30Q: 3 clusters Score -3636826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34742 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3636835.750000 Penalty: 3114.999023
	Iteration 31Q: 3 clusters Score -3636836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34743 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3636837.000000 Penalty: 3114.999023
	Iteration 32Q: 3 clusters Score -3636837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34745 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -3636839.750000 Penalty: 3114.999023
	Iteration 33Q: 3 clusters Score -3636840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34749 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3636843.250000 Penalty: 3114.999023
	Iteration 34Q: 3 clusters Score -3636843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34751 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3636852.000000 Penalty: 3114.999023
	Iteration 35Q: 3 clusters Score -3636852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34752 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -3636851.250000 Penalty: 3114.999023
	Iteration 36Q: 3 clusters Score -3636851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34753 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -3636851.750000 Penalty: 3114.999023
	Iteration 37Q: 3 clusters Score -3636852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34752 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -3636850.000000 Penalty: 3114.999023
	Iteration 38Q: 3 clusters Score -3636850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34751 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3636849.500000 Penalty: 3114.999023
	Iteration 39Q: 3 clusters Score -3636850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34751 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3636849.500000 Penalty: 3114.999023
	Iteration 40F: 3 clusters Score -3636850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Entering Unmasked Estep 
Score: -1161026.750000 Penalty: 1385.880005
	Iteration 0F: 2 clusters Score -1161027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1153525.500000 Penalty: 2771.760010
	Iteration 0F: 3 clusters Score -1153526 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1155964.000000 Penalty: 2771.760010
	Iteration 1F: 3 clusters Score -1155964 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1156272.125000 Penalty: 2771.760010
	Iteration 2F: 3 clusters Score -1156272 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1156521.875000 Penalty: 2771.760010
	Iteration 3Q: 3 clusters Score -1156522 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1156728.750000 Penalty: 2771.760010
	Iteration 4Q: 3 clusters Score -1156729 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1156901.875000 Penalty: 2771.760010
	Iteration 5Q: 3 clusters Score -1156902 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1157043.125000 Penalty: 2771.760010
	Iteration 6Q: 3 clusters Score -1157043 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1157178.625000 Penalty: 2771.760010
	Iteration 7Q: 3 clusters Score -1157179 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1157292.625000 Penalty: 2771.760010
	Iteration 8Q: 3 clusters Score -1157293 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1157433.000000 Penalty: 2771.760010
	Iteration 9Q: 3 clusters Score -1157433 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1157566.875000 Penalty: 2771.760010
	Iteration 10Q: 3 clusters Score -1157567 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1157710.000000 Penalty: 2771.760010
	Iteration 11Q: 3 clusters Score -1157710 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1157878.250000 Penalty: 2771.760010
	Iteration 12Q: 3 clusters Score -1157878 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1158063.750000 Penalty: 2771.760010
	Iteration 13Q: 3 clusters Score -1158064 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1158244.000000 Penalty: 2771.760010
	Iteration 14Q: 3 clusters Score -1158244 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1158402.625000 Penalty: 2771.760010
	Iteration 15Q: 3 clusters Score -1158403 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1158567.250000 Penalty: 2771.760010
	Iteration 16Q: 3 clusters Score -1158567 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1158703.375000 Penalty: 2771.760010
	Iteration 17Q: 3 clusters Score -1158703 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1158804.375000 Penalty: 2771.760010
	Iteration 18Q: 3 clusters Score -1158804 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1158898.750000 Penalty: 2771.760010
	Iteration 19Q: 3 clusters Score -1158899 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1158978.500000 Penalty: 2771.760010
	Iteration 20F: 3 clusters Score -1158978 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1159047.875000 Penalty: 2771.760010
	Iteration 21Q: 3 clusters Score -1159048 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1159116.375000 Penalty: 2771.760010
	Iteration 22Q: 3 clusters Score -1159116 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1159181.500000 Penalty: 2771.760010
	Iteration 23Q: 3 clusters Score -1159182 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1159234.250000 Penalty: 2771.760010
	Iteration 24Q: 3 clusters Score -1159234 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1159279.000000 Penalty: 2771.760010
	Iteration 25Q: 3 clusters Score -1159279 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1159323.750000 Penalty: 2771.760010
	Iteration 26Q: 3 clusters Score -1159324 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1159358.500000 Penalty: 2771.760010
	Iteration 27Q: 3 clusters Score -1159358 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1159389.375000 Penalty: 2771.760010
	Iteration 28Q: 3 clusters Score -1159389 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1159420.125000 Penalty: 2771.760010
	Iteration 29Q: 3 clusters Score -1159420 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1159454.375000 Penalty: 2771.760010
	Iteration 30Q: 3 clusters Score -1159454 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1159481.000000 Penalty: 2771.760010
	Iteration 31Q: 3 clusters Score -1159481 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1159513.625000 Penalty: 2771.760010
	Iteration 32Q: 3 clusters Score -1159514 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1159538.375000 Penalty: 2771.760010
	Iteration 33Q: 3 clusters Score -1159538 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1159574.125000 Penalty: 2771.760010
	Iteration 34Q: 3 clusters Score -1159574 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1159617.500000 Penalty: 2771.760010
	Iteration 35Q: 3 clusters Score -1159618 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1159661.625000 Penalty: 2771.760010
	Iteration 36Q: 3 clusters Score -1159662 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1159712.250000 Penalty: 2771.760010
	Iteration 37Q: 3 clusters Score -1159712 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1159757.000000 Penalty: 2771.760010
	Iteration 38Q: 3 clusters Score -1159757 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1159794.625000 Penalty: 2771.760010
	Iteration 39Q: 3 clusters Score -1159795 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1159839.875000 Penalty: 2771.760010
	Iteration 40F: 3 clusters Score -1159840 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1159881.250000 Penalty: 2771.760010
	Iteration 41Q: 3 clusters Score -1159881 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1159924.125000 Penalty: 2771.760010
	Iteration 42Q: 3 clusters Score -1159924 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1159961.625000 Penalty: 2771.760010
	Iteration 43Q: 3 clusters Score -1159962 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1159985.375000 Penalty: 2771.760010
	Iteration 44Q: 3 clusters Score -1159985 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1160003.375000 Penalty: 2771.760010
	Iteration 45Q: 3 clusters Score -1160003 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1160024.625000 Penalty: 2771.760010
	Iteration 46Q: 3 clusters Score -1160025 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1160044.250000 Penalty: 2771.760010
	Iteration 47Q: 3 clusters Score -1160044 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1160063.125000 Penalty: 2771.760010
	Iteration 48Q: 3 clusters Score -1160063 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1160079.375000 Penalty: 2771.760010
	Iteration 49Q: 3 clusters Score -1160079 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1160089.500000 Penalty: 2771.760010
	Iteration 50Q: 3 clusters Score -1160090 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1160097.500000 Penalty: 2771.760010
	Iteration 51Q: 3 clusters Score -1160098 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1160106.000000 Penalty: 2771.760010
	Iteration 52Q: 3 clusters Score -1160106 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1160111.625000 Penalty: 2771.760010
	Iteration 53Q: 3 clusters Score -1160112 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1160116.875000 Penalty: 2771.760010
	Iteration 54Q: 3 clusters Score -1160117 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1160119.875000 Penalty: 2771.760010
	Iteration 55Q: 3 clusters Score -1160120 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1160126.375000 Penalty: 2771.760010
	Iteration 56Q: 3 clusters Score -1160126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1160130.500000 Penalty: 2771.760010
	Iteration 57Q: 3 clusters Score -1160130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1160131.000000 Penalty: 2771.760010
	Iteration 58Q: 3 clusters Score -1160131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1160131.000000 Penalty: 2771.760010
	Iteration 59Q: 3 clusters Score -1160131 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1160134.750000 Penalty: 2771.760010
	Iteration 60F: 3 clusters Score -1160135 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1160137.750000 Penalty: 2771.760010
	Iteration 61Q: 3 clusters Score -1160138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1160142.250000 Penalty: 2771.760010
	Iteration 62Q: 3 clusters Score -1160142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1160147.875000 Penalty: 2771.760010
	Iteration 63Q: 3 clusters Score -1160148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1160149.250000 Penalty: 2771.760010
	Iteration 64Q: 3 clusters Score -1160149 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1160154.000000 Penalty: 2771.760010
	Iteration 65Q: 3 clusters Score -1160154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1160158.000000 Penalty: 2771.760010
	Iteration 66Q: 3 clusters Score -1160158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1160160.125000 Penalty: 2771.760010
	Iteration 67Q: 3 clusters Score -1160160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1160162.125000 Penalty: 2771.760010
	Iteration 68Q: 3 clusters Score -1160162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1160160.375000 Penalty: 2771.760010
	Iteration 69Q: 3 clusters Score -1160160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1160163.750000 Penalty: 2771.760010
	Iteration 70Q: 3 clusters Score -1160164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1160166.125000 Penalty: 2771.760010
	Iteration 71Q: 3 clusters Score -1160166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1160164.875000 Penalty: 2771.760010
	Iteration 72Q: 3 clusters Score -1160165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1160167.000000 Penalty: 2771.760010
	Iteration 73Q: 3 clusters Score -1160167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1160170.125000 Penalty: 2771.760010
	Iteration 74Q: 3 clusters Score -1160170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1160172.375000 Penalty: 2771.760010
	Iteration 75Q: 3 clusters Score -1160172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1160172.375000 Penalty: 2771.760010
	Iteration 76F: 3 clusters Score -1160172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Entering Unmasked Estep 
Score: -710114.562500 Penalty: 1325.251221
	Iteration 0F: 2 clusters Score -710114.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -704936.312500 Penalty: 2650.502441
	Iteration 0F: 3 clusters Score -704936.3 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -706534.312500 Penalty: 2650.502441
	Iteration 1F: 3 clusters Score -706534.3 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -706791.437500 Penalty: 2650.502441
	Iteration 2F: 3 clusters Score -706791.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -706989.875000 Penalty: 2650.502441
	Iteration 3F: 3 clusters Score -706989.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -707156.375000 Penalty: 2650.502441
	Iteration 4Q: 3 clusters Score -707156.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -707339.187500 Penalty: 2650.502441
	Iteration 5Q: 3 clusters Score -707339.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -707518.500000 Penalty: 2650.502441
	Iteration 6Q: 3 clusters Score -707518.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -707729.937500 Penalty: 2650.502441
	Iteration 7Q: 3 clusters Score -707729.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -707969.750000 Penalty: 2650.502441
	Iteration 8Q: 3 clusters Score -707969.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -708215.437500 Penalty: 2650.502441
	Iteration 9Q: 3 clusters Score -708215.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -708454.875000 Penalty: 2650.502441
	Iteration 10Q: 3 clusters Score -708454.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -708686.062500 Penalty: 2650.502441
	Iteration 11Q: 3 clusters Score -708686.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -708874.750000 Penalty: 2650.502441
	Iteration 12Q: 3 clusters Score -708874.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -709028.312500 Penalty: 2650.502441
	Iteration 13Q: 3 clusters Score -709028.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -709140.937500 Penalty: 2650.502441
	Iteration 14Q: 3 clusters Score -709140.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -709232.125000 Penalty: 2650.502441
	Iteration 15Q: 3 clusters Score -709232.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -709298.062500 Penalty: 2650.502441
	Iteration 16Q: 3 clusters Score -709298.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -709347.625000 Penalty: 2650.502441
	Iteration 17Q: 3 clusters Score -709347.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -709368.562500 Penalty: 2650.502441
	Iteration 18Q: 3 clusters Score -709368.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -709383.125000 Penalty: 2650.502441
	Iteration 19Q: 3 clusters Score -709383.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -709399.312500 Penalty: 2650.502441
	Iteration 20F: 3 clusters Score -709399.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -709415.312500 Penalty: 2650.502441
	Iteration 21Q: 3 clusters Score -709415.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -709428.125000 Penalty: 2650.502441
	Iteration 22Q: 3 clusters Score -709428.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -709437.375000 Penalty: 2650.502441
	Iteration 23Q: 3 clusters Score -709437.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -709441.312500 Penalty: 2650.502441
	Iteration 24Q: 3 clusters Score -709441.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -709441.625000 Penalty: 2650.502441
	Iteration 25Q: 3 clusters Score -709441.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -709443.875000 Penalty: 2650.502441
	Iteration 26Q: 3 clusters Score -709443.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -709445.750000 Penalty: 2650.502441
	Iteration 27Q: 3 clusters Score -709445.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -709448.250000 Penalty: 2650.502441
	Iteration 28Q: 3 clusters Score -709448.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -709453.250000 Penalty: 2650.502441
	Iteration 29Q: 3 clusters Score -709453.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -709453.125000 Penalty: 2650.502441
	Iteration 30Q: 3 clusters Score -709453.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -709455.250000 Penalty: 2650.502441
	Iteration 31Q: 3 clusters Score -709455.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -709458.875000 Penalty: 2650.502441
	Iteration 32Q: 3 clusters Score -709458.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -709458.750000 Penalty: 2650.502441
	Iteration 33Q: 3 clusters Score -709458.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -709459.062500 Penalty: 2650.502441
	Iteration 34Q: 3 clusters Score -709459.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -709459.375000 Penalty: 2650.502441
	Iteration 35Q: 3 clusters Score -709459.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -709459.375000 Penalty: 2650.502441
	Iteration 36F: 3 clusters Score -709459.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Entering Unmasked Estep 
Score: -113189.242188 Penalty: 1077.195190
	Iteration 0F: 2 clusters Score -113189.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -111732.585938 Penalty: 2154.390381
	Iteration 0F: 3 clusters Score -111732.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -112160.203125 Penalty: 2154.390381
	Iteration 1F: 3 clusters Score -112160.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -112316.382812 Penalty: 2154.390381
	Iteration 2F: 3 clusters Score -112316.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -112384.820312 Penalty: 2154.390381
	Iteration 3Q: 3 clusters Score -112384.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -112455.382812 Penalty: 2154.390381
	Iteration 4Q: 3 clusters Score -112455.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -112524.593750 Penalty: 2154.390381
	Iteration 5Q: 3 clusters Score -112524.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -112559.726562 Penalty: 2154.390381
	Iteration 6Q: 3 clusters Score -112559.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -112576.601562 Penalty: 2154.390381
	Iteration 7Q: 3 clusters Score -112576.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -112593.312500 Penalty: 2154.390381
	Iteration 8Q: 3 clusters Score -112593.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -112615.390625 Penalty: 2154.390381
	Iteration 9Q: 3 clusters Score -112615.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -112634.609375 Penalty: 2154.390381
	Iteration 10Q: 3 clusters Score -112634.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -112657.906250 Penalty: 2154.390381
	Iteration 11Q: 3 clusters Score -112657.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -112672.937500 Penalty: 2154.390381
	Iteration 12Q: 3 clusters Score -112672.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -112687.515625 Penalty: 2154.390381
	Iteration 13Q: 3 clusters Score -112687.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -112699.718750 Penalty: 2154.390381
	Iteration 14Q: 3 clusters Score -112699.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -112713.343750 Penalty: 2154.390381
	Iteration 15Q: 3 clusters Score -112713.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -112730.882812 Penalty: 2154.390381
	Iteration 16Q: 3 clusters Score -112730.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -112751.921875 Penalty: 2154.390381
	Iteration 17Q: 3 clusters Score -112751.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -112780.414062 Penalty: 2154.390381
	Iteration 18Q: 3 clusters Score -112780.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -112837.218750 Penalty: 2154.390381
	Iteration 19Q: 3 clusters Score -112837.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -112926.515625 Penalty: 2154.390381
	Iteration 20F: 3 clusters Score -112926.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -112987.203125 Penalty: 2154.390381
	Iteration 21Q: 3 clusters Score -112987.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -113011.304688 Penalty: 2154.390381
	Iteration 22Q: 3 clusters Score -113011.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -113028.093750 Penalty: 2154.390381
	Iteration 23Q: 3 clusters Score -113028.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -113041.203125 Penalty: 2154.390381
	Iteration 24Q: 3 clusters Score -113041.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -113056.890625 Penalty: 2154.390381
	Iteration 25Q: 3 clusters Score -113056.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -113073.601562 Penalty: 2154.390381
	Iteration 26Q: 3 clusters Score -113073.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -113084.492188 Penalty: 2154.390381
	Iteration 27Q: 3 clusters Score -113084.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -113092.750000 Penalty: 2154.390381
	Iteration 28Q: 3 clusters Score -113092.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -113099.085938 Penalty: 2154.390381
	Iteration 29Q: 3 clusters Score -113099.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -113117.609375 Penalty: 2154.390381
	Iteration 30Q: 3 clusters Score -113117.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -113134.078125 Penalty: 2154.390381
	Iteration 31Q: 3 clusters Score -113134.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -113151.664062 Penalty: 2154.390381
	Iteration 32Q: 3 clusters Score -113151.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -113155.804688 Penalty: 2154.390381
	Iteration 33Q: 3 clusters Score -113155.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -113158.039062 Penalty: 2154.390381
	Iteration 34Q: 3 clusters Score -113158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -113160.242188 Penalty: 2154.390381
	Iteration 35Q: 3 clusters Score -113160.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -113160.242188 Penalty: 2154.390381
	Iteration 36F: 3 clusters Score -113160.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (36671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36671 members 
Entering Unmasked Estep 
Score: -3807564.500000 Penalty: 1563.849609
	Iteration 0F: 2 clusters Score -3807564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -3783706.500000 Penalty: 3127.699219
	Iteration 0F: 3 clusters Score -3783706 nChanged 16599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -3793051.000000 Penalty: 3127.699219
	Iteration 1F: 3 clusters Score -3793051 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -3793694.000000 Penalty: 3127.699219
	Iteration 2Q: 3 clusters Score -3793694 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -3794373.000000 Penalty: 3127.699219
	Iteration 3Q: 3 clusters Score -3794373 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -3795190.500000 Penalty: 3127.699219
	Iteration 4Q: 3 clusters Score -3795190 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24082 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -3796262.500000 Penalty: 3127.699219
	Iteration 5F: 3 clusters Score -3796262 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -3797689.250000 Penalty: 3127.699219
	Iteration 6F: 3 clusters Score -3797689 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28361 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -3799570.750000 Penalty: 3127.699219
	Iteration 7F: 3 clusters Score -3799571 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30708 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -3801699.250000 Penalty: 3127.699219
	Iteration 8F: 3 clusters Score -3801699 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32690 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -3803459.750000 Penalty: 3127.699219
	Iteration 9F: 3 clusters Score -3803460 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34089 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -3804679.750000 Penalty: 3127.699219
	Iteration 10Q: 3 clusters Score -3804680 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34976 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -3805448.750000 Penalty: 3127.699219
	Iteration 11Q: 3 clusters Score -3805449 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35487 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -3805882.000000 Penalty: 3127.699219
	Iteration 12Q: 3 clusters Score -3805882 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35752 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -3806118.750000 Penalty: 3127.699219
	Iteration 13Q: 3 clusters Score -3806119 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35876 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3806221.250000 Penalty: 3127.699219
	Iteration 14Q: 3 clusters Score -3806221 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35954 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -3806311.000000 Penalty: 3127.699219
	Iteration 15Q: 3 clusters Score -3806311 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36003 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -3806357.000000 Penalty: 3127.699219
	Iteration 16Q: 3 clusters Score -3806357 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36021 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -3806393.750000 Penalty: 3127.699219
	Iteration 17Q: 3 clusters Score -3806394 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36033 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -3806419.500000 Penalty: 3127.699219
	Iteration 18Q: 3 clusters Score -3806420 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36055 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3806449.000000 Penalty: 3127.699219
	Iteration 19Q: 3 clusters Score -3806449 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36067 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -3806463.750000 Penalty: 3127.699219
	Iteration 20F: 3 clusters Score -3806464 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36085 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3806483.500000 Penalty: 3127.699219
	Iteration 21Q: 3 clusters Score -3806484 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36089 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -3806499.250000 Penalty: 3127.699219
	Iteration 22Q: 3 clusters Score -3806499 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36094 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3806508.000000 Penalty: 3127.699219
	Iteration 23Q: 3 clusters Score -3806508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36094 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3806513.750000 Penalty: 3127.699219
	Iteration 24Q: 3 clusters Score -3806514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36098 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3806520.750000 Penalty: 3127.699219
	Iteration 25Q: 3 clusters Score -3806521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36098 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3806522.000000 Penalty: 3127.699219
	Iteration 26Q: 3 clusters Score -3806522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36099 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3806524.250000 Penalty: 3127.699219
	Iteration 27Q: 3 clusters Score -3806524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36099 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3806524.250000 Penalty: 3127.699219
	Iteration 28Q: 3 clusters Score -3806524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36098 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3806528.250000 Penalty: 3127.699219
	Iteration 29Q: 3 clusters Score -3806528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36096 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -3806534.750000 Penalty: 3127.699219
	Iteration 30Q: 3 clusters Score -3806535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36094 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3806540.000000 Penalty: 3127.699219
	Iteration 31Q: 3 clusters Score -3806540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36096 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -3806536.750000 Penalty: 3127.699219
	Iteration 32Q: 3 clusters Score -3806537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36097 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -3806539.250000 Penalty: 3127.699219
	Iteration 33Q: 3 clusters Score -3806539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36098 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3806536.250000 Penalty: 3127.699219
	Iteration 34Q: 3 clusters Score -3806536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36098 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3806536.250000 Penalty: 3127.699219
	Iteration 35F: 3 clusters Score -3806536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Entering Unmasked Estep 
Score: -559046.062500 Penalty: 1283.449097
	Iteration 0F: 2 clusters Score -559046.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -555032.125000 Penalty: 2566.898193
	Iteration 0F: 3 clusters Score -555032.1 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -556251.875000 Penalty: 2566.898193
	Iteration 1F: 3 clusters Score -556251.9 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -556490.437500 Penalty: 2566.898193
	Iteration 2F: 3 clusters Score -556490.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -556639.937500 Penalty: 2566.898193
	Iteration 3Q: 3 clusters Score -556639.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -556759.250000 Penalty: 2566.898193
	Iteration 4Q: 3 clusters Score -556759.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -556877.500000 Penalty: 2566.898193
	Iteration 5Q: 3 clusters Score -556877.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -556967.312500 Penalty: 2566.898193
	Iteration 6Q: 3 clusters Score -556967.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -557044.375000 Penalty: 2566.898193
	Iteration 7Q: 3 clusters Score -557044.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -557103.562500 Penalty: 2566.898193
	Iteration 8Q: 3 clusters Score -557103.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -557164.250000 Penalty: 2566.898193
	Iteration 9Q: 3 clusters Score -557164.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -557233.000000 Penalty: 2566.898193
	Iteration 10Q: 3 clusters Score -557233 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -557302.937500 Penalty: 2566.898193
	Iteration 11Q: 3 clusters Score -557302.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -557364.437500 Penalty: 2566.898193
	Iteration 12Q: 3 clusters Score -557364.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -557407.062500 Penalty: 2566.898193
	Iteration 13Q: 3 clusters Score -557407.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -557448.812500 Penalty: 2566.898193
	Iteration 14Q: 3 clusters Score -557448.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -557480.687500 Penalty: 2566.898193
	Iteration 15Q: 3 clusters Score -557480.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -557506.125000 Penalty: 2566.898193
	Iteration 16Q: 3 clusters Score -557506.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -557532.562500 Penalty: 2566.898193
	Iteration 17Q: 3 clusters Score -557532.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -557557.437500 Penalty: 2566.898193
	Iteration 18Q: 3 clusters Score -557557.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -557581.000000 Penalty: 2566.898193
	Iteration 19Q: 3 clusters Score -557581 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -557609.312500 Penalty: 2566.898193
	Iteration 20F: 3 clusters Score -557609.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -557632.812500 Penalty: 2566.898193
	Iteration 21Q: 3 clusters Score -557632.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -557664.812500 Penalty: 2566.898193
	Iteration 22Q: 3 clusters Score -557664.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -557695.812500 Penalty: 2566.898193
	Iteration 23Q: 3 clusters Score -557695.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -557732.437500 Penalty: 2566.898193
	Iteration 24Q: 3 clusters Score -557732.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -557768.500000 Penalty: 2566.898193
	Iteration 25Q: 3 clusters Score -557768.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -557810.625000 Penalty: 2566.898193
	Iteration 26Q: 3 clusters Score -557810.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -557846.187500 Penalty: 2566.898193
	Iteration 27Q: 3 clusters Score -557846.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -557879.375000 Penalty: 2566.898193
	Iteration 28Q: 3 clusters Score -557879.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -557913.812500 Penalty: 2566.898193
	Iteration 29Q: 3 clusters Score -557913.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -557957.062500 Penalty: 2566.898193
	Iteration 30Q: 3 clusters Score -557957.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -558000.875000 Penalty: 2566.898193
	Iteration 31Q: 3 clusters Score -558000.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -558047.875000 Penalty: 2566.898193
	Iteration 32Q: 3 clusters Score -558047.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -558089.875000 Penalty: 2566.898193
	Iteration 33Q: 3 clusters Score -558089.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -558125.312500 Penalty: 2566.898193
	Iteration 34Q: 3 clusters Score -558125.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -558164.937500 Penalty: 2566.898193
	Iteration 35Q: 3 clusters Score -558164.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -558203.562500 Penalty: 2566.898193
	Iteration 36Q: 3 clusters Score -558203.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -558229.062500 Penalty: 2566.898193
	Iteration 37Q: 3 clusters Score -558229.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -558247.937500 Penalty: 2566.898193
	Iteration 38Q: 3 clusters Score -558247.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -558266.375000 Penalty: 2566.898193
	Iteration 39Q: 3 clusters Score -558266.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -558282.125000 Penalty: 2566.898193
	Iteration 40F: 3 clusters Score -558282.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -558296.562500 Penalty: 2566.898193
	Iteration 41Q: 3 clusters Score -558296.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -558311.625000 Penalty: 2566.898193
	Iteration 42Q: 3 clusters Score -558311.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -558328.937500 Penalty: 2566.898193
	Iteration 43Q: 3 clusters Score -558328.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -558353.937500 Penalty: 2566.898193
	Iteration 44Q: 3 clusters Score -558353.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -558369.625000 Penalty: 2566.898193
	Iteration 45Q: 3 clusters Score -558369.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -558377.625000 Penalty: 2566.898193
	Iteration 46Q: 3 clusters Score -558377.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -558383.375000 Penalty: 2566.898193
	Iteration 47Q: 3 clusters Score -558383.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -558388.812500 Penalty: 2566.898193
	Iteration 48Q: 3 clusters Score -558388.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -558393.437500 Penalty: 2566.898193
	Iteration 49Q: 3 clusters Score -558393.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -558397.875000 Penalty: 2566.898193
	Iteration 50Q: 3 clusters Score -558397.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -558405.750000 Penalty: 2566.898193
	Iteration 51Q: 3 clusters Score -558405.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -558410.625000 Penalty: 2566.898193
	Iteration 52Q: 3 clusters Score -558410.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -558413.437500 Penalty: 2566.898193
	Iteration 53Q: 3 clusters Score -558413.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -558417.250000 Penalty: 2566.898193
	Iteration 54Q: 3 clusters Score -558417.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -558418.312500 Penalty: 2566.898193
	Iteration 55Q: 3 clusters Score -558418.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -558420.500000 Penalty: 2566.898193
	Iteration 56Q: 3 clusters Score -558420.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -558425.062500 Penalty: 2566.898193
	Iteration 57Q: 3 clusters Score -558425.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -558425.937500 Penalty: 2566.898193
	Iteration 58Q: 3 clusters Score -558425.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -558428.500000 Penalty: 2566.898193
	Iteration 59Q: 3 clusters Score -558428.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -558430.625000 Penalty: 2566.898193
	Iteration 60F: 3 clusters Score -558430.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -558434.250000 Penalty: 2566.898193
	Iteration 61Q: 3 clusters Score -558434.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -558439.687500 Penalty: 2566.898193
	Iteration 62Q: 3 clusters Score -558439.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -558442.437500 Penalty: 2566.898193
	Iteration 63Q: 3 clusters Score -558442.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -558444.375000 Penalty: 2566.898193
	Iteration 64Q: 3 clusters Score -558444.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -558448.250000 Penalty: 2566.898193
	Iteration 65Q: 3 clusters Score -558448.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -558450.750000 Penalty: 2566.898193
	Iteration 66Q: 3 clusters Score -558450.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -558450.312500 Penalty: 2566.898193
	Iteration 67Q: 3 clusters Score -558450.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -558450.000000 Penalty: 2566.898193
	Iteration 68Q: 3 clusters Score -558450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -558450.750000 Penalty: 2566.898193
	Iteration 69Q: 3 clusters Score -558450.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -558452.625000 Penalty: 2566.898193
	Iteration 70Q: 3 clusters Score -558452.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -558452.437500 Penalty: 2566.898193
	Iteration 71Q: 3 clusters Score -558452.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -558452.437500 Penalty: 2566.898193
	Iteration 72F: 3 clusters Score -558452.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Entering Unmasked Estep 
Score: -399138.718750 Penalty: 1249.884399
	Iteration 0F: 2 clusters Score -399138.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -395763.250000 Penalty: 2499.768799
	Iteration 0F: 3 clusters Score -395763.2 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -396819.875000 Penalty: 2499.768799
	Iteration 1F: 3 clusters Score -396819.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -397118.187500 Penalty: 2499.768799
	Iteration 2F: 3 clusters Score -397118.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -397414.375000 Penalty: 2499.768799
	Iteration 3F: 3 clusters Score -397414.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -397671.000000 Penalty: 2499.768799
	Iteration 4F: 3 clusters Score -397671 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -397860.625000 Penalty: 2499.768799
	Iteration 5F: 3 clusters Score -397860.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -397993.093750 Penalty: 2499.768799
	Iteration 6Q: 3 clusters Score -397993.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -398111.593750 Penalty: 2499.768799
	Iteration 7Q: 3 clusters Score -398111.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -398215.406250 Penalty: 2499.768799
	Iteration 8Q: 3 clusters Score -398215.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -398299.750000 Penalty: 2499.768799
	Iteration 9Q: 3 clusters Score -398299.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -398386.093750 Penalty: 2499.768799
	Iteration 10Q: 3 clusters Score -398386.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -398466.718750 Penalty: 2499.768799
	Iteration 11Q: 3 clusters Score -398466.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -398543.656250 Penalty: 2499.768799
	Iteration 12Q: 3 clusters Score -398543.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -398622.531250 Penalty: 2499.768799
	Iteration 13Q: 3 clusters Score -398622.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -398688.937500 Penalty: 2499.768799
	Iteration 14Q: 3 clusters Score -398688.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -398760.312500 Penalty: 2499.768799
	Iteration 15Q: 3 clusters Score -398760.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -398835.906250 Penalty: 2499.768799
	Iteration 16Q: 3 clusters Score -398835.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -398898.406250 Penalty: 2499.768799
	Iteration 17Q: 3 clusters Score -398898.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -398952.093750 Penalty: 2499.768799
	Iteration 18Q: 3 clusters Score -398952.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -398987.656250 Penalty: 2499.768799
	Iteration 19Q: 3 clusters Score -398987.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -399001.062500 Penalty: 2499.768799
	Iteration 20F: 3 clusters Score -399001.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -399010.000000 Penalty: 2499.768799
	Iteration 21Q: 3 clusters Score -399010 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -399017.718750 Penalty: 2499.768799
	Iteration 22Q: 3 clusters Score -399017.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -399025.437500 Penalty: 2499.768799
	Iteration 23Q: 3 clusters Score -399025.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -399029.125000 Penalty: 2499.768799
	Iteration 24Q: 3 clusters Score -399029.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -399031.656250 Penalty: 2499.768799
	Iteration 25Q: 3 clusters Score -399031.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -399033.906250 Penalty: 2499.768799
	Iteration 26Q: 3 clusters Score -399033.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -399035.937500 Penalty: 2499.768799
	Iteration 27Q: 3 clusters Score -399035.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -399036.843750 Penalty: 2499.768799
	Iteration 28Q: 3 clusters Score -399036.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -399037.250000 Penalty: 2499.768799
	Iteration 29Q: 3 clusters Score -399037.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -399037.250000 Penalty: 2499.768799
	Iteration 30F: 3 clusters Score -399037.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Entering Unmasked Estep 
Score: -670510.375000 Penalty: 1304.160889
	Iteration 0F: 2 clusters Score -670510.4 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 3205 members 
Entering Unmasked Estep 
Score: -665956.687500 Penalty: 2608.321777
	Iteration 0F: 3 clusters Score -665956.7 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -667285.750000 Penalty: 2608.321777
	Iteration 1F: 3 clusters Score -667285.8 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -667547.437500 Penalty: 2608.321777
	Iteration 2F: 3 clusters Score -667547.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -667713.937500 Penalty: 2608.321777
	Iteration 3F: 3 clusters Score -667713.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -667828.500000 Penalty: 2608.321777
	Iteration 4Q: 3 clusters Score -667828.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -667912.812500 Penalty: 2608.321777
	Iteration 5Q: 3 clusters Score -667912.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -667987.750000 Penalty: 2608.321777
	Iteration 6Q: 3 clusters Score -667987.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -668053.187500 Penalty: 2608.321777
	Iteration 7Q: 3 clusters Score -668053.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -668115.812500 Penalty: 2608.321777
	Iteration 8Q: 3 clusters Score -668115.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -668176.500000 Penalty: 2608.321777
	Iteration 9Q: 3 clusters Score -668176.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -668239.687500 Penalty: 2608.321777
	Iteration 10Q: 3 clusters Score -668239.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -668295.437500 Penalty: 2608.321777
	Iteration 11Q: 3 clusters Score -668295.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -668340.812500 Penalty: 2608.321777
	Iteration 12Q: 3 clusters Score -668340.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -668378.937500 Penalty: 2608.321777
	Iteration 13Q: 3 clusters Score -668378.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -668431.312500 Penalty: 2608.321777
	Iteration 14Q: 3 clusters Score -668431.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -668485.375000 Penalty: 2608.321777
	Iteration 15Q: 3 clusters Score -668485.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -668556.937500 Penalty: 2608.321777
	Iteration 16Q: 3 clusters Score -668556.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -668626.125000 Penalty: 2608.321777
	Iteration 17Q: 3 clusters Score -668626.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -668688.500000 Penalty: 2608.321777
	Iteration 18Q: 3 clusters Score -668688.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -668763.250000 Penalty: 2608.321777
	Iteration 19Q: 3 clusters Score -668763.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -668835.937500 Penalty: 2608.321777
	Iteration 20F: 3 clusters Score -668835.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -668906.875000 Penalty: 2608.321777
	Iteration 21Q: 3 clusters Score -668906.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -668965.125000 Penalty: 2608.321777
	Iteration 22Q: 3 clusters Score -668965.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -669013.437500 Penalty: 2608.321777
	Iteration 23Q: 3 clusters Score -669013.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -669054.812500 Penalty: 2608.321777
	Iteration 24Q: 3 clusters Score -669054.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -669099.125000 Penalty: 2608.321777
	Iteration 25Q: 3 clusters Score -669099.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -669143.000000 Penalty: 2608.321777
	Iteration 26Q: 3 clusters Score -669143 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -669178.312500 Penalty: 2608.321777
	Iteration 27Q: 3 clusters Score -669178.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -669213.625000 Penalty: 2608.321777
	Iteration 28Q: 3 clusters Score -669213.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -669247.562500 Penalty: 2608.321777
	Iteration 29Q: 3 clusters Score -669247.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -669269.687500 Penalty: 2608.321777
	Iteration 30Q: 3 clusters Score -669269.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -669284.937500 Penalty: 2608.321777
	Iteration 31Q: 3 clusters Score -669284.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -669301.875000 Penalty: 2608.321777
	Iteration 32Q: 3 clusters Score -669301.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -669312.937500 Penalty: 2608.321777
	Iteration 33Q: 3 clusters Score -669312.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -669329.375000 Penalty: 2608.321777
	Iteration 34Q: 3 clusters Score -669329.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -669348.687500 Penalty: 2608.321777
	Iteration 35Q: 3 clusters Score -669348.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -669362.250000 Penalty: 2608.321777
	Iteration 36Q: 3 clusters Score -669362.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -669375.687500 Penalty: 2608.321777
	Iteration 37Q: 3 clusters Score -669375.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -669385.687500 Penalty: 2608.321777
	Iteration 38Q: 3 clusters Score -669385.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -669398.687500 Penalty: 2608.321777
	Iteration 39Q: 3 clusters Score -669398.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -669405.125000 Penalty: 2608.321777
	Iteration 40F: 3 clusters Score -669405.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -669413.875000 Penalty: 2608.321777
	Iteration 41Q: 3 clusters Score -669413.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -669421.562500 Penalty: 2608.321777
	Iteration 42Q: 3 clusters Score -669421.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -669424.312500 Penalty: 2608.321777
	Iteration 43Q: 3 clusters Score -669424.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -669428.625000 Penalty: 2608.321777
	Iteration 44Q: 3 clusters Score -669428.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -669434.000000 Penalty: 2608.321777
	Iteration 45Q: 3 clusters Score -669434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -669437.187500 Penalty: 2608.321777
	Iteration 46Q: 3 clusters Score -669437.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -669439.937500 Penalty: 2608.321777
	Iteration 47Q: 3 clusters Score -669439.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -669441.000000 Penalty: 2608.321777
	Iteration 48Q: 3 clusters Score -669441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -669444.687500 Penalty: 2608.321777
	Iteration 49Q: 3 clusters Score -669444.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -669447.687500 Penalty: 2608.321777
	Iteration 50Q: 3 clusters Score -669447.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -669450.125000 Penalty: 2608.321777
	Iteration 51Q: 3 clusters Score -669450.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -669452.250000 Penalty: 2608.321777
	Iteration 52Q: 3 clusters Score -669452.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -669458.687500 Penalty: 2608.321777
	Iteration 53Q: 3 clusters Score -669458.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -669461.250000 Penalty: 2608.321777
	Iteration 54Q: 3 clusters Score -669461.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -669462.562500 Penalty: 2608.321777
	Iteration 55Q: 3 clusters Score -669462.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -669464.250000 Penalty: 2608.321777
	Iteration 56Q: 3 clusters Score -669464.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -669467.125000 Penalty: 2608.321777
	Iteration 57Q: 3 clusters Score -669467.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -669469.250000 Penalty: 2608.321777
	Iteration 58Q: 3 clusters Score -669469.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -669471.312500 Penalty: 2608.321777
	Iteration 59Q: 3 clusters Score -669471.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -669471.812500 Penalty: 2608.321777
	Iteration 60F: 3 clusters Score -669471.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -669473.250000 Penalty: 2608.321777
	Iteration 61Q: 3 clusters Score -669473.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -669474.250000 Penalty: 2608.321777
	Iteration 62Q: 3 clusters Score -669474.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -669474.875000 Penalty: 2608.321777
	Iteration 63Q: 3 clusters Score -669474.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -669475.000000 Penalty: 2608.321777
	Iteration 64Q: 3 clusters Score -669475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -669476.125000 Penalty: 2608.321777
	Iteration 65Q: 3 clusters Score -669476.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -669476.125000 Penalty: 2608.321777
	Iteration 66F: 3 clusters Score -669476.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Entering Unmasked Estep 
Score: -1525036.750000 Penalty: 1427.633301
	Iteration 0F: 2 clusters Score -1525037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1515341.500000 Penalty: 2855.266602
	Iteration 0F: 3 clusters Score -1515342 nChanged 6292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1518704.000000 Penalty: 2855.266602
	Iteration 1F: 3 clusters Score -1518704 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1519143.625000 Penalty: 2855.266602
	Iteration 2F: 3 clusters Score -1519144 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1519583.250000 Penalty: 2855.266602
	Iteration 3F: 3 clusters Score -1519583 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1520110.000000 Penalty: 2855.266602
	Iteration 4F: 3 clusters Score -1520110 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1520718.750000 Penalty: 2855.266602
	Iteration 5F: 3 clusters Score -1520719 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1521422.500000 Penalty: 2855.266602
	Iteration 6F: 3 clusters Score -1521422 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1522089.875000 Penalty: 2855.266602
	Iteration 7F: 3 clusters Score -1522090 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1522686.125000 Penalty: 2855.266602
	Iteration 8F: 3 clusters Score -1522686 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1523110.750000 Penalty: 2855.266602
	Iteration 9Q: 3 clusters Score -1523111 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1523445.375000 Penalty: 2855.266602
	Iteration 10Q: 3 clusters Score -1523445 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1523668.000000 Penalty: 2855.266602
	Iteration 11Q: 3 clusters Score -1523668 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1523785.500000 Penalty: 2855.266602
	Iteration 12Q: 3 clusters Score -1523786 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1523855.000000 Penalty: 2855.266602
	Iteration 13Q: 3 clusters Score -1523855 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1523899.875000 Penalty: 2855.266602
	Iteration 14Q: 3 clusters Score -1523900 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1523930.000000 Penalty: 2855.266602
	Iteration 15Q: 3 clusters Score -1523930 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1523948.250000 Penalty: 2855.266602
	Iteration 16Q: 3 clusters Score -1523948 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1523963.125000 Penalty: 2855.266602
	Iteration 17Q: 3 clusters Score -1523963 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1523969.750000 Penalty: 2855.266602
	Iteration 18Q: 3 clusters Score -1523970 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1523977.875000 Penalty: 2855.266602
	Iteration 19Q: 3 clusters Score -1523978 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1523984.250000 Penalty: 2855.266602
	Iteration 20F: 3 clusters Score -1523984 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1523988.250000 Penalty: 2855.266602
	Iteration 21Q: 3 clusters Score -1523988 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -1523989.250000 Penalty: 2855.266602
	Iteration 22Q: 3 clusters Score -1523989 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1523993.000000 Penalty: 2855.266602
	Iteration 23Q: 3 clusters Score -1523993 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -1523995.125000 Penalty: 2855.266602
	Iteration 24Q: 3 clusters Score -1523995 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1523997.750000 Penalty: 2855.266602
	Iteration 25Q: 3 clusters Score -1523998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1524000.875000 Penalty: 2855.266602
	Iteration 26Q: 3 clusters Score -1524001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1523999.000000 Penalty: 2855.266602
	Iteration 27Q: 3 clusters Score -1523999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1523998.750000 Penalty: 2855.266602
	Iteration 28Q: 3 clusters Score -1523999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1523998.750000 Penalty: 2855.266602
	Iteration 29F: 3 clusters Score -1523999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Entering Unmasked Estep 
Score: -347148.687500 Penalty: 1221.747314
	Iteration 0F: 2 clusters Score -347148.7 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 1798 members 
Entering Unmasked Estep 
Score: -344289.281250 Penalty: 2443.494629
	Iteration 0F: 3 clusters Score -344289.3 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -345200.875000 Penalty: 2443.494629
	Iteration 1F: 3 clusters Score -345200.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -345440.375000 Penalty: 2443.494629
	Iteration 2F: 3 clusters Score -345440.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -345558.843750 Penalty: 2443.494629
	Iteration 3Q: 3 clusters Score -345558.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -345656.593750 Penalty: 2443.494629
	Iteration 4Q: 3 clusters Score -345656.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -345761.906250 Penalty: 2443.494629
	Iteration 5Q: 3 clusters Score -345761.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -345889.625000 Penalty: 2443.494629
	Iteration 6Q: 3 clusters Score -345889.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -345992.125000 Penalty: 2443.494629
	Iteration 7Q: 3 clusters Score -345992.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -346073.906250 Penalty: 2443.494629
	Iteration 8Q: 3 clusters Score -346073.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -346145.656250 Penalty: 2443.494629
	Iteration 9Q: 3 clusters Score -346145.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -346207.531250 Penalty: 2443.494629
	Iteration 10Q: 3 clusters Score -346207.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -346258.218750 Penalty: 2443.494629
	Iteration 11Q: 3 clusters Score -346258.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -346304.687500 Penalty: 2443.494629
	Iteration 12Q: 3 clusters Score -346304.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -346338.687500 Penalty: 2443.494629
	Iteration 13Q: 3 clusters Score -346338.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -346367.000000 Penalty: 2443.494629
	Iteration 14Q: 3 clusters Score -346367 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -346389.750000 Penalty: 2443.494629
	Iteration 15Q: 3 clusters Score -346389.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -346405.250000 Penalty: 2443.494629
	Iteration 16Q: 3 clusters Score -346405.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -346411.156250 Penalty: 2443.494629
	Iteration 17Q: 3 clusters Score -346411.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -346417.375000 Penalty: 2443.494629
	Iteration 18Q: 3 clusters Score -346417.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -346424.250000 Penalty: 2443.494629
	Iteration 19Q: 3 clusters Score -346424.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -346430.656250 Penalty: 2443.494629
	Iteration 20F: 3 clusters Score -346430.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -346435.031250 Penalty: 2443.494629
	Iteration 21Q: 3 clusters Score -346435 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -346440.468750 Penalty: 2443.494629
	Iteration 22Q: 3 clusters Score -346440.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -346444.718750 Penalty: 2443.494629
	Iteration 23Q: 3 clusters Score -346444.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -346449.437500 Penalty: 2443.494629
	Iteration 24Q: 3 clusters Score -346449.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -346452.750000 Penalty: 2443.494629
	Iteration 25Q: 3 clusters Score -346452.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -346454.718750 Penalty: 2443.494629
	Iteration 26Q: 3 clusters Score -346454.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -346460.375000 Penalty: 2443.494629
	Iteration 27Q: 3 clusters Score -346460.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -346468.125000 Penalty: 2443.494629
	Iteration 28Q: 3 clusters Score -346468.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -346473.218750 Penalty: 2443.494629
	Iteration 29Q: 3 clusters Score -346473.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -346478.812500 Penalty: 2443.494629
	Iteration 30Q: 3 clusters Score -346478.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -346481.000000 Penalty: 2443.494629
	Iteration 31Q: 3 clusters Score -346481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -346485.218750 Penalty: 2443.494629
	Iteration 32Q: 3 clusters Score -346485.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -346486.562500 Penalty: 2443.494629
	Iteration 33Q: 3 clusters Score -346486.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -346487.843750 Penalty: 2443.494629
	Iteration 34Q: 3 clusters Score -346487.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -346489.718750 Penalty: 2443.494629
	Iteration 35Q: 3 clusters Score -346489.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -346490.843750 Penalty: 2443.494629
	Iteration 36Q: 3 clusters Score -346490.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -346492.031250 Penalty: 2443.494629
	Iteration 37Q: 3 clusters Score -346492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -346491.625000 Penalty: 2443.494629
	Iteration 38Q: 3 clusters Score -346491.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -346492.531250 Penalty: 2443.494629
	Iteration 39Q: 3 clusters Score -346492.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -346492.531250 Penalty: 2443.494629
	Iteration 40F: 3 clusters Score -346492.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (18496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Entering Unmasked Estep 
Score: -1897589.125000 Penalty: 1462.006104
	Iteration 0F: 2 clusters Score -1897589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1885519.625000 Penalty: 2924.012207
	Iteration 0F: 3 clusters Score -1885520 nChanged 8008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1889803.250000 Penalty: 2924.012207
	Iteration 1F: 3 clusters Score -1889803 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1890211.125000 Penalty: 2924.012207
	Iteration 2F: 3 clusters Score -1890211 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1890588.375000 Penalty: 2924.012207
	Iteration 3Q: 3 clusters Score -1890588 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1890961.750000 Penalty: 2924.012207
	Iteration 4Q: 3 clusters Score -1890962 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1891345.125000 Penalty: 2924.012207
	Iteration 5Q: 3 clusters Score -1891345 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1891802.125000 Penalty: 2924.012207
	Iteration 6Q: 3 clusters Score -1891802 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1892255.500000 Penalty: 2924.012207
	Iteration 7Q: 3 clusters Score -1892256 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -1892717.875000 Penalty: 2924.012207
	Iteration 8Q: 3 clusters Score -1892718 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -1893191.375000 Penalty: 2924.012207
	Iteration 9Q: 3 clusters Score -1893191 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -1893658.500000 Penalty: 2924.012207
	Iteration 10Q: 3 clusters Score -1893658 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -1894099.625000 Penalty: 2924.012207
	Iteration 11Q: 3 clusters Score -1894100 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -1894530.750000 Penalty: 2924.012207
	Iteration 12Q: 3 clusters Score -1894531 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -1894956.625000 Penalty: 2924.012207
	Iteration 13Q: 3 clusters Score -1894957 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -1895268.000000 Penalty: 2924.012207
	Iteration 14Q: 3 clusters Score -1895268 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -1895482.875000 Penalty: 2924.012207
	Iteration 15Q: 3 clusters Score -1895483 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -1895648.750000 Penalty: 2924.012207
	Iteration 16Q: 3 clusters Score -1895649 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -1895760.250000 Penalty: 2924.012207
	Iteration 17Q: 3 clusters Score -1895760 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -1895831.500000 Penalty: 2924.012207
	Iteration 18Q: 3 clusters Score -1895832 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -1895895.500000 Penalty: 2924.012207
	Iteration 19Q: 3 clusters Score -1895896 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -1895938.750000 Penalty: 2924.012207
	Iteration 20F: 3 clusters Score -1895939 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -1895976.500000 Penalty: 2924.012207
	Iteration 21Q: 3 clusters Score -1895976 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -1896006.625000 Penalty: 2924.012207
	Iteration 22Q: 3 clusters Score -1896007 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -1896032.875000 Penalty: 2924.012207
	Iteration 23Q: 3 clusters Score -1896033 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -1896054.500000 Penalty: 2924.012207
	Iteration 24Q: 3 clusters Score -1896054 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -1896072.750000 Penalty: 2924.012207
	Iteration 25Q: 3 clusters Score -1896073 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -1896095.125000 Penalty: 2924.012207
	Iteration 26Q: 3 clusters Score -1896095 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -1896110.250000 Penalty: 2924.012207
	Iteration 27Q: 3 clusters Score -1896110 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -1896122.000000 Penalty: 2924.012207
	Iteration 28Q: 3 clusters Score -1896122 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -1896135.250000 Penalty: 2924.012207
	Iteration 29Q: 3 clusters Score -1896135 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -1896148.875000 Penalty: 2924.012207
	Iteration 30Q: 3 clusters Score -1896149 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -1896156.250000 Penalty: 2924.012207
	Iteration 31Q: 3 clusters Score -1896156 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -1896166.125000 Penalty: 2924.012207
	Iteration 32Q: 3 clusters Score -1896166 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -1896180.625000 Penalty: 2924.012207
	Iteration 33Q: 3 clusters Score -1896181 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -1896191.375000 Penalty: 2924.012207
	Iteration 34Q: 3 clusters Score -1896191 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -1896200.375000 Penalty: 2924.012207
	Iteration 35Q: 3 clusters Score -1896200 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -1896206.625000 Penalty: 2924.012207
	Iteration 36Q: 3 clusters Score -1896207 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -1896219.125000 Penalty: 2924.012207
	Iteration 37Q: 3 clusters Score -1896219 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -1896222.875000 Penalty: 2924.012207
	Iteration 38Q: 3 clusters Score -1896223 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -1896229.625000 Penalty: 2924.012207
	Iteration 39Q: 3 clusters Score -1896230 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -1896233.000000 Penalty: 2924.012207
	Iteration 40F: 3 clusters Score -1896233 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -1896242.500000 Penalty: 2924.012207
	Iteration 41Q: 3 clusters Score -1896242 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -1896247.875000 Penalty: 2924.012207
	Iteration 42Q: 3 clusters Score -1896248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -1896248.125000 Penalty: 2924.012207
	Iteration 43Q: 3 clusters Score -1896248 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -1896255.750000 Penalty: 2924.012207
	Iteration 44Q: 3 clusters Score -1896256 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -1896259.250000 Penalty: 2924.012207
	Iteration 45Q: 3 clusters Score -1896259 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -1896260.875000 Penalty: 2924.012207
	Iteration 46Q: 3 clusters Score -1896261 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -1896261.875000 Penalty: 2924.012207
	Iteration 47Q: 3 clusters Score -1896262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -1896260.750000 Penalty: 2924.012207
	Iteration 48Q: 3 clusters Score -1896261 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -1896268.250000 Penalty: 2924.012207
	Iteration 49Q: 3 clusters Score -1896268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -1896275.125000 Penalty: 2924.012207
	Iteration 50Q: 3 clusters Score -1896275 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -1896287.125000 Penalty: 2924.012207
	Iteration 51Q: 3 clusters Score -1896287 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -1896285.750000 Penalty: 2924.012207
	Iteration 52Q: 3 clusters Score -1896286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -1896290.250000 Penalty: 2924.012207
	Iteration 53Q: 3 clusters Score -1896290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -1896298.500000 Penalty: 2924.012207
	Iteration 54Q: 3 clusters Score -1896298 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -1896304.125000 Penalty: 2924.012207
	Iteration 55Q: 3 clusters Score -1896304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -1896308.625000 Penalty: 2924.012207
	Iteration 56Q: 3 clusters Score -1896309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -1896306.250000 Penalty: 2924.012207
	Iteration 57Q: 3 clusters Score -1896306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -1896308.625000 Penalty: 2924.012207
	Iteration 58Q: 3 clusters Score -1896309 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -1896308.250000 Penalty: 2924.012207
	Iteration 59Q: 3 clusters Score -1896308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -1896313.875000 Penalty: 2924.012207
	Iteration 60F: 3 clusters Score -1896314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -1896316.625000 Penalty: 2924.012207
	Iteration 61Q: 3 clusters Score -1896317 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -1896329.125000 Penalty: 2924.012207
	Iteration 62Q: 3 clusters Score -1896329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -1896330.000000 Penalty: 2924.012207
	Iteration 63Q: 3 clusters Score -1896330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -1896332.000000 Penalty: 2924.012207
	Iteration 64Q: 3 clusters Score -1896332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -1896336.875000 Penalty: 2924.012207
	Iteration 65Q: 3 clusters Score -1896337 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -1896338.875000 Penalty: 2924.012207
	Iteration 66Q: 3 clusters Score -1896339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -1896344.000000 Penalty: 2924.012207
	Iteration 67Q: 3 clusters Score -1896344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -1896346.375000 Penalty: 2924.012207
	Iteration 68Q: 3 clusters Score -1896346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -1896347.000000 Penalty: 2924.012207
	Iteration 69Q: 3 clusters Score -1896347 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -1896349.625000 Penalty: 2924.012207
	Iteration 70Q: 3 clusters Score -1896350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -1896352.375000 Penalty: 2924.012207
	Iteration 71Q: 3 clusters Score -1896352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -1896355.250000 Penalty: 2924.012207
	Iteration 72Q: 3 clusters Score -1896355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -1896359.875000 Penalty: 2924.012207
	Iteration 73Q: 3 clusters Score -1896360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -1896364.250000 Penalty: 2924.012207
	Iteration 74Q: 3 clusters Score -1896364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -1896367.750000 Penalty: 2924.012207
	Iteration 75Q: 3 clusters Score -1896368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -1896370.250000 Penalty: 2924.012207
	Iteration 76Q: 3 clusters Score -1896370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -1896375.375000 Penalty: 2924.012207
	Iteration 77Q: 3 clusters Score -1896375 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -1896380.625000 Penalty: 2924.012207
	Iteration 78Q: 3 clusters Score -1896381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -1896382.000000 Penalty: 2924.012207
	Iteration 79Q: 3 clusters Score -1896382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -1896383.500000 Penalty: 2924.012207
	Iteration 80F: 3 clusters Score -1896384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -1896383.375000 Penalty: 2924.012207
	Iteration 81Q: 3 clusters Score -1896383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -1896390.125000 Penalty: 2924.012207
	Iteration 82Q: 3 clusters Score -1896390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -1896392.250000 Penalty: 2924.012207
	Iteration 83Q: 3 clusters Score -1896392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -1896389.750000 Penalty: 2924.012207
	Iteration 84Q: 3 clusters Score -1896390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -1896391.750000 Penalty: 2924.012207
	Iteration 85Q: 3 clusters Score -1896392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -1896394.250000 Penalty: 2924.012207
	Iteration 86Q: 3 clusters Score -1896394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -1896394.875000 Penalty: 2924.012207
	Iteration 87Q: 3 clusters Score -1896395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -1896394.125000 Penalty: 2924.012207
	Iteration 88Q: 3 clusters Score -1896394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -1896398.375000 Penalty: 2924.012207
	Iteration 89Q: 3 clusters Score -1896398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -1896397.625000 Penalty: 2924.012207
	Iteration 90Q: 3 clusters Score -1896398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -1896398.250000 Penalty: 2924.012207
	Iteration 91Q: 3 clusters Score -1896398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -1896397.250000 Penalty: 2924.012207
	Iteration 92Q: 3 clusters Score -1896397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -1896398.625000 Penalty: 2924.012207
	Iteration 93Q: 3 clusters Score -1896399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -1896398.875000 Penalty: 2924.012207
	Iteration 94Q: 3 clusters Score -1896399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -1896397.250000 Penalty: 2924.012207
	Iteration 95Q: 3 clusters Score -1896397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -1896397.250000 Penalty: 2924.012207
	Iteration 96F: 3 clusters Score -1896397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Entering Unmasked Estep 
Score: -932996.500000 Penalty: 1367.659424
	Iteration 0F: 2 clusters Score -932996.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -926296.875000 Penalty: 2735.318848
	Iteration 0F: 3 clusters Score -926296.9 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -928373.875000 Penalty: 2735.318848
	Iteration 1F: 3 clusters Score -928373.9 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -928632.062500 Penalty: 2735.318848
	Iteration 2F: 3 clusters Score -928632.1 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -928829.625000 Penalty: 2735.318848
	Iteration 3Q: 3 clusters Score -928829.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -928988.812500 Penalty: 2735.318848
	Iteration 4Q: 3 clusters Score -928988.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -929124.000000 Penalty: 2735.318848
	Iteration 5Q: 3 clusters Score -929124 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -929235.750000 Penalty: 2735.318848
	Iteration 6Q: 3 clusters Score -929235.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -929332.125000 Penalty: 2735.318848
	Iteration 7Q: 3 clusters Score -929332.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -929420.250000 Penalty: 2735.318848
	Iteration 8Q: 3 clusters Score -929420.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -929494.125000 Penalty: 2735.318848
	Iteration 9Q: 3 clusters Score -929494.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -929566.750000 Penalty: 2735.318848
	Iteration 10Q: 3 clusters Score -929566.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -929634.312500 Penalty: 2735.318848
	Iteration 11Q: 3 clusters Score -929634.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -929704.750000 Penalty: 2735.318848
	Iteration 12Q: 3 clusters Score -929704.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -929762.937500 Penalty: 2735.318848
	Iteration 13Q: 3 clusters Score -929762.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -929833.875000 Penalty: 2735.318848
	Iteration 14Q: 3 clusters Score -929833.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -929925.500000 Penalty: 2735.318848
	Iteration 15Q: 3 clusters Score -929925.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -930038.500000 Penalty: 2735.318848
	Iteration 16Q: 3 clusters Score -930038.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -930191.937500 Penalty: 2735.318848
	Iteration 17Q: 3 clusters Score -930191.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -930352.750000 Penalty: 2735.318848
	Iteration 18Q: 3 clusters Score -930352.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -930519.500000 Penalty: 2735.318848
	Iteration 19Q: 3 clusters Score -930519.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -930736.625000 Penalty: 2735.318848
	Iteration 20F: 3 clusters Score -930736.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -930976.625000 Penalty: 2735.318848
	Iteration 21Q: 3 clusters Score -930976.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -931207.562500 Penalty: 2735.318848
	Iteration 22Q: 3 clusters Score -931207.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -931380.375000 Penalty: 2735.318848
	Iteration 23Q: 3 clusters Score -931380.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -931525.187500 Penalty: 2735.318848
	Iteration 24Q: 3 clusters Score -931525.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -931633.687500 Penalty: 2735.318848
	Iteration 25Q: 3 clusters Score -931633.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -931736.250000 Penalty: 2735.318848
	Iteration 26Q: 3 clusters Score -931736.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -931826.937500 Penalty: 2735.318848
	Iteration 27Q: 3 clusters Score -931826.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -931889.312500 Penalty: 2735.318848
	Iteration 28Q: 3 clusters Score -931889.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -931924.187500 Penalty: 2735.318848
	Iteration 29Q: 3 clusters Score -931924.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -931958.750000 Penalty: 2735.318848
	Iteration 30Q: 3 clusters Score -931958.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -931990.000000 Penalty: 2735.318848
	Iteration 31Q: 3 clusters Score -931990 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -932007.812500 Penalty: 2735.318848
	Iteration 32Q: 3 clusters Score -932007.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -932032.375000 Penalty: 2735.318848
	Iteration 33Q: 3 clusters Score -932032.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -932039.500000 Penalty: 2735.318848
	Iteration 34Q: 3 clusters Score -932039.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -932044.875000 Penalty: 2735.318848
	Iteration 35Q: 3 clusters Score -932044.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -932048.812500 Penalty: 2735.318848
	Iteration 36Q: 3 clusters Score -932048.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -932055.125000 Penalty: 2735.318848
	Iteration 37Q: 3 clusters Score -932055.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -932062.937500 Penalty: 2735.318848
	Iteration 38Q: 3 clusters Score -932062.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -932066.187500 Penalty: 2735.318848
	Iteration 39Q: 3 clusters Score -932066.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -932070.187500 Penalty: 2735.318848
	Iteration 40F: 3 clusters Score -932070.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -932075.375000 Penalty: 2735.318848
	Iteration 41Q: 3 clusters Score -932075.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -932078.250000 Penalty: 2735.318848
	Iteration 42Q: 3 clusters Score -932078.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -932085.125000 Penalty: 2735.318848
	Iteration 43Q: 3 clusters Score -932085.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -932092.187500 Penalty: 2735.318848
	Iteration 44Q: 3 clusters Score -932092.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -932101.062500 Penalty: 2735.318848
	Iteration 45Q: 3 clusters Score -932101.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -932108.250000 Penalty: 2735.318848
	Iteration 46Q: 3 clusters Score -932108.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -932107.750000 Penalty: 2735.318848
	Iteration 47Q: 3 clusters Score -932107.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -932110.062500 Penalty: 2735.318848
	Iteration 48Q: 3 clusters Score -932110.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -932110.125000 Penalty: 2735.318848
	Iteration 49Q: 3 clusters Score -932110.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -932110.250000 Penalty: 2735.318848
	Iteration 50Q: 3 clusters Score -932110.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -932111.312500 Penalty: 2735.318848
	Iteration 51Q: 3 clusters Score -932111.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -932111.312500 Penalty: 2735.318848
	Iteration 52F: 3 clusters Score -932111.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (15109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Entering Unmasked Estep 
Score: -1513132.875000 Penalty: 1431.909302
	Iteration 0F: 2 clusters Score -1513133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1503224.500000 Penalty: 2863.818604
	Iteration 0F: 3 clusters Score -1503224 nChanged 6465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1506770.375000 Penalty: 2863.818604
	Iteration 1F: 3 clusters Score -1506770 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1507129.125000 Penalty: 2863.818604
	Iteration 2F: 3 clusters Score -1507129 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1507405.500000 Penalty: 2863.818604
	Iteration 3Q: 3 clusters Score -1507406 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1507685.875000 Penalty: 2863.818604
	Iteration 4Q: 3 clusters Score -1507686 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1508035.375000 Penalty: 2863.818604
	Iteration 5Q: 3 clusters Score -1508035 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1508548.125000 Penalty: 2863.818604
	Iteration 6Q: 3 clusters Score -1508548 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1509247.000000 Penalty: 2863.818604
	Iteration 7F: 3 clusters Score -1509247 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1509996.625000 Penalty: 2863.818604
	Iteration 8F: 3 clusters Score -1509997 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1510704.000000 Penalty: 2863.818604
	Iteration 9F: 3 clusters Score -1510704 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1511247.375000 Penalty: 2863.818604
	Iteration 10F: 3 clusters Score -1511247 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1511575.625000 Penalty: 2863.818604
	Iteration 11Q: 3 clusters Score -1511576 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1511742.500000 Penalty: 2863.818604
	Iteration 12Q: 3 clusters Score -1511742 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1511861.500000 Penalty: 2863.818604
	Iteration 13Q: 3 clusters Score -1511862 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1511940.500000 Penalty: 2863.818604
	Iteration 14Q: 3 clusters Score -1511940 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1511997.375000 Penalty: 2863.818604
	Iteration 15Q: 3 clusters Score -1511997 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1512024.125000 Penalty: 2863.818604
	Iteration 16Q: 3 clusters Score -1512024 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1512049.500000 Penalty: 2863.818604
	Iteration 17Q: 3 clusters Score -1512050 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1512066.500000 Penalty: 2863.818604
	Iteration 18Q: 3 clusters Score -1512066 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1512080.750000 Penalty: 2863.818604
	Iteration 19Q: 3 clusters Score -1512081 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1512091.250000 Penalty: 2863.818604
	Iteration 20F: 3 clusters Score -1512091 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1512098.500000 Penalty: 2863.818604
	Iteration 21Q: 3 clusters Score -1512098 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1512101.875000 Penalty: 2863.818604
	Iteration 22Q: 3 clusters Score -1512102 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1512104.250000 Penalty: 2863.818604
	Iteration 23Q: 3 clusters Score -1512104 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1512116.500000 Penalty: 2863.818604
	Iteration 24Q: 3 clusters Score -1512116 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1512117.875000 Penalty: 2863.818604
	Iteration 25Q: 3 clusters Score -1512118 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1512119.125000 Penalty: 2863.818604
	Iteration 26Q: 3 clusters Score -1512119 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1512122.375000 Penalty: 2863.818604
	Iteration 27Q: 3 clusters Score -1512122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1512128.125000 Penalty: 2863.818604
	Iteration 28Q: 3 clusters Score -1512128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1512132.375000 Penalty: 2863.818604
	Iteration 29Q: 3 clusters Score -1512132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1512131.500000 Penalty: 2863.818604
	Iteration 30Q: 3 clusters Score -1512132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1512135.500000 Penalty: 2863.818604
	Iteration 31Q: 3 clusters Score -1512136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1512136.625000 Penalty: 2863.818604
	Iteration 32Q: 3 clusters Score -1512137 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1512142.125000 Penalty: 2863.818604
	Iteration 33Q: 3 clusters Score -1512142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1512145.250000 Penalty: 2863.818604
	Iteration 34Q: 3 clusters Score -1512145 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1512146.250000 Penalty: 2863.818604
	Iteration 35Q: 3 clusters Score -1512146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1512146.250000 Penalty: 2863.818604
	Iteration 36Q: 3 clusters Score -1512146 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1512146.125000 Penalty: 2863.818604
	Iteration 37Q: 3 clusters Score -1512146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1512153.500000 Penalty: 2863.818604
	Iteration 38Q: 3 clusters Score -1512154 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1512152.375000 Penalty: 2863.818604
	Iteration 39Q: 3 clusters Score -1512152 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1512155.750000 Penalty: 2863.818604
	Iteration 40F: 3 clusters Score -1512156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1512158.375000 Penalty: 2863.818604
	Iteration 41Q: 3 clusters Score -1512158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1512157.750000 Penalty: 2863.818604
	Iteration 42Q: 3 clusters Score -1512158 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1512159.625000 Penalty: 2863.818604
	Iteration 43Q: 3 clusters Score -1512160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1512159.000000 Penalty: 2863.818604
	Iteration 44Q: 3 clusters Score -1512159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1512160.875000 Penalty: 2863.818604
	Iteration 45Q: 3 clusters Score -1512161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1512159.500000 Penalty: 2863.818604
	Iteration 46Q: 3 clusters Score -1512160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1512164.125000 Penalty: 2863.818604
	Iteration 47Q: 3 clusters Score -1512164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1512159.375000 Penalty: 2863.818604
	Iteration 48Q: 3 clusters Score -1512159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1512161.000000 Penalty: 2863.818604
	Iteration 49Q: 3 clusters Score -1512161 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1512162.000000 Penalty: 2863.818604
	Iteration 50Q: 3 clusters Score -1512162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1512163.750000 Penalty: 2863.818604
	Iteration 51Q: 3 clusters Score -1512164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1512166.750000 Penalty: 2863.818604
	Iteration 52Q: 3 clusters Score -1512167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1512169.250000 Penalty: 2863.818604
	Iteration 53Q: 3 clusters Score -1512169 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1512166.125000 Penalty: 2863.818604
	Iteration 54Q: 3 clusters Score -1512166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1512166.625000 Penalty: 2863.818604
	Iteration 55Q: 3 clusters Score -1512167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1512171.000000 Penalty: 2863.818604
	Iteration 56Q: 3 clusters Score -1512171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1512174.500000 Penalty: 2863.818604
	Iteration 57Q: 3 clusters Score -1512174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1512173.375000 Penalty: 2863.818604
	Iteration 58Q: 3 clusters Score -1512173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1512174.750000 Penalty: 2863.818604
	Iteration 59Q: 3 clusters Score -1512175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1512174.125000 Penalty: 2863.818604
	Iteration 60F: 3 clusters Score -1512174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1512172.500000 Penalty: 2863.818604
	Iteration 61Q: 3 clusters Score -1512172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1512169.250000 Penalty: 2863.818604
	Iteration 62Q: 3 clusters Score -1512169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1512167.500000 Penalty: 2863.818604
	Iteration 63Q: 3 clusters Score -1512168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1512167.500000 Penalty: 2863.818604
	Iteration 64F: 3 clusters Score -1512168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (16090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Entering Unmasked Estep 
Score: -1689349.500000 Penalty: 1441.269897
	Iteration 0F: 2 clusters Score -1689350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1678841.500000 Penalty: 2882.539795
	Iteration 0F: 3 clusters Score -1678842 nChanged 6859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1682539.750000 Penalty: 2882.539795
	Iteration 1F: 3 clusters Score -1682540 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1682970.250000 Penalty: 2882.539795
	Iteration 2F: 3 clusters Score -1682970 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1683317.875000 Penalty: 2882.539795
	Iteration 3F: 3 clusters Score -1683318 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1683603.625000 Penalty: 2882.539795
	Iteration 4Q: 3 clusters Score -1683604 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1683863.625000 Penalty: 2882.539795
	Iteration 5Q: 3 clusters Score -1683864 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1684113.625000 Penalty: 2882.539795
	Iteration 6Q: 3 clusters Score -1684114 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1684385.125000 Penalty: 2882.539795
	Iteration 7Q: 3 clusters Score -1684385 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1684645.625000 Penalty: 2882.539795
	Iteration 8Q: 3 clusters Score -1684646 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1684914.500000 Penalty: 2882.539795
	Iteration 9Q: 3 clusters Score -1684914 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1685171.500000 Penalty: 2882.539795
	Iteration 10Q: 3 clusters Score -1685172 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1685397.875000 Penalty: 2882.539795
	Iteration 11Q: 3 clusters Score -1685398 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1685593.750000 Penalty: 2882.539795
	Iteration 12Q: 3 clusters Score -1685594 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1685803.750000 Penalty: 2882.539795
	Iteration 13Q: 3 clusters Score -1685804 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1686006.500000 Penalty: 2882.539795
	Iteration 14Q: 3 clusters Score -1686006 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1686223.875000 Penalty: 2882.539795
	Iteration 15Q: 3 clusters Score -1686224 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1686448.375000 Penalty: 2882.539795
	Iteration 16Q: 3 clusters Score -1686448 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1686666.000000 Penalty: 2882.539795
	Iteration 17Q: 3 clusters Score -1686666 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1686878.875000 Penalty: 2882.539795
	Iteration 18Q: 3 clusters Score -1686879 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1687078.375000 Penalty: 2882.539795
	Iteration 19Q: 3 clusters Score -1687078 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1687264.625000 Penalty: 2882.539795
	Iteration 20F: 3 clusters Score -1687265 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1687456.625000 Penalty: 2882.539795
	Iteration 21Q: 3 clusters Score -1687457 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1687598.250000 Penalty: 2882.539795
	Iteration 22Q: 3 clusters Score -1687598 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1687731.875000 Penalty: 2882.539795
	Iteration 23Q: 3 clusters Score -1687732 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1687840.125000 Penalty: 2882.539795
	Iteration 24Q: 3 clusters Score -1687840 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1687922.625000 Penalty: 2882.539795
	Iteration 25Q: 3 clusters Score -1687923 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1687994.750000 Penalty: 2882.539795
	Iteration 26Q: 3 clusters Score -1687995 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1688045.875000 Penalty: 2882.539795
	Iteration 27Q: 3 clusters Score -1688046 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1688091.125000 Penalty: 2882.539795
	Iteration 28Q: 3 clusters Score -1688091 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1688123.250000 Penalty: 2882.539795
	Iteration 29Q: 3 clusters Score -1688123 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1688153.875000 Penalty: 2882.539795
	Iteration 30Q: 3 clusters Score -1688154 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1688178.750000 Penalty: 2882.539795
	Iteration 31Q: 3 clusters Score -1688179 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1688193.500000 Penalty: 2882.539795
	Iteration 32Q: 3 clusters Score -1688194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1688207.750000 Penalty: 2882.539795
	Iteration 33Q: 3 clusters Score -1688208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1688217.375000 Penalty: 2882.539795
	Iteration 34Q: 3 clusters Score -1688217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1688225.375000 Penalty: 2882.539795
	Iteration 35Q: 3 clusters Score -1688225 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1688231.625000 Penalty: 2882.539795
	Iteration 36Q: 3 clusters Score -1688232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1688237.000000 Penalty: 2882.539795
	Iteration 37Q: 3 clusters Score -1688237 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1688244.250000 Penalty: 2882.539795
	Iteration 38Q: 3 clusters Score -1688244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1688254.875000 Penalty: 2882.539795
	Iteration 39Q: 3 clusters Score -1688255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1688262.125000 Penalty: 2882.539795
	Iteration 40F: 3 clusters Score -1688262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1688268.500000 Penalty: 2882.539795
	Iteration 41Q: 3 clusters Score -1688268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1688270.250000 Penalty: 2882.539795
	Iteration 42Q: 3 clusters Score -1688270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1688270.250000 Penalty: 2882.539795
	Iteration 43F: 3 clusters Score -1688270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Entering Unmasked Estep 
Score: -963012.500000 Penalty: 1359.475952
	Iteration 0F: 2 clusters Score -963012.5 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 4666 members 
Entering Unmasked Estep 
Score: -956739.750000 Penalty: 2718.951904
	Iteration 0F: 3 clusters Score -956739.8 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -958760.500000 Penalty: 2718.951904
	Iteration 1F: 3 clusters Score -958760.5 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -959058.875000 Penalty: 2718.951904
	Iteration 2F: 3 clusters Score -959058.9 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -959305.062500 Penalty: 2718.951904
	Iteration 3F: 3 clusters Score -959305.1 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -959525.937500 Penalty: 2718.951904
	Iteration 4Q: 3 clusters Score -959525.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -959753.875000 Penalty: 2718.951904
	Iteration 5Q: 3 clusters Score -959753.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -959984.125000 Penalty: 2718.951904
	Iteration 6Q: 3 clusters Score -959984.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -960200.250000 Penalty: 2718.951904
	Iteration 7Q: 3 clusters Score -960200.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -960418.250000 Penalty: 2718.951904
	Iteration 8Q: 3 clusters Score -960418.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -960655.937500 Penalty: 2718.951904
	Iteration 9Q: 3 clusters Score -960655.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -960888.750000 Penalty: 2718.951904
	Iteration 10Q: 3 clusters Score -960888.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -961088.187500 Penalty: 2718.951904
	Iteration 11Q: 3 clusters Score -961088.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -961273.187500 Penalty: 2718.951904
	Iteration 12Q: 3 clusters Score -961273.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -961436.750000 Penalty: 2718.951904
	Iteration 13Q: 3 clusters Score -961436.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -961547.625000 Penalty: 2718.951904
	Iteration 14Q: 3 clusters Score -961547.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -961639.250000 Penalty: 2718.951904
	Iteration 15Q: 3 clusters Score -961639.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -961718.375000 Penalty: 2718.951904
	Iteration 16Q: 3 clusters Score -961718.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -961782.875000 Penalty: 2718.951904
	Iteration 17Q: 3 clusters Score -961782.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -961851.875000 Penalty: 2718.951904
	Iteration 18Q: 3 clusters Score -961851.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -961897.562500 Penalty: 2718.951904
	Iteration 19Q: 3 clusters Score -961897.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -961928.875000 Penalty: 2718.951904
	Iteration 20F: 3 clusters Score -961928.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -961947.437500 Penalty: 2718.951904
	Iteration 21Q: 3 clusters Score -961947.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -961965.187500 Penalty: 2718.951904
	Iteration 22Q: 3 clusters Score -961965.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -961971.500000 Penalty: 2718.951904
	Iteration 23Q: 3 clusters Score -961971.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -961980.312500 Penalty: 2718.951904
	Iteration 24Q: 3 clusters Score -961980.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -961986.125000 Penalty: 2718.951904
	Iteration 25Q: 3 clusters Score -961986.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -961992.312500 Penalty: 2718.951904
	Iteration 26Q: 3 clusters Score -961992.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -961999.625000 Penalty: 2718.951904
	Iteration 27Q: 3 clusters Score -961999.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -962003.187500 Penalty: 2718.951904
	Iteration 28Q: 3 clusters Score -962003.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -962006.375000 Penalty: 2718.951904
	Iteration 29Q: 3 clusters Score -962006.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -962007.125000 Penalty: 2718.951904
	Iteration 30Q: 3 clusters Score -962007.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -962007.125000 Penalty: 2718.951904
	Iteration 31F: 3 clusters Score -962007.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (106036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106036 members 
Entering Unmasked Estep 
Score: -10731930.000000 Penalty: 1721.844360
	Iteration 0F: 2 clusters Score -1.073193e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53093 members 
Mstep: Class 2 contains 52943 members 
Entering Unmasked Estep 
Score: -10662035.000000 Penalty: 3443.688721
	Iteration 0F: 3 clusters Score -1.066204e+07 nChanged 50339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53638 members 
Mstep: Class 2 contains 52398 members 
Entering Unmasked Estep 
Score: -10690507.000000 Penalty: 3443.688721
	Iteration 1F: 3 clusters Score -1.069051e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53984 members 
Mstep: Class 2 contains 52052 members 
Entering Unmasked Estep 
Score: -10691540.000000 Penalty: 3443.688721
	Iteration 2Q: 3 clusters Score -1.069154e+07 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54539 members 
Mstep: Class 2 contains 51497 members 
Entering Unmasked Estep 
Score: -10692789.000000 Penalty: 3443.688721
	Iteration 3Q: 3 clusters Score -1.069279e+07 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55355 members 
Mstep: Class 2 contains 50681 members 
Entering Unmasked Estep 
Score: -10694174.000000 Penalty: 3443.688721
	Iteration 4Q: 3 clusters Score -1.069417e+07 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56539 members 
Mstep: Class 2 contains 49497 members 
Entering Unmasked Estep 
Score: -10696099.000000 Penalty: 3443.688721
	Iteration 5Q: 3 clusters Score -1.06961e+07 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58346 members 
Mstep: Class 2 contains 47690 members 
Entering Unmasked Estep 
Score: -10698368.000000 Penalty: 3443.688721
	Iteration 6Q: 3 clusters Score -1.069837e+07 nChanged 5476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60788 members 
Mstep: Class 2 contains 45248 members 
Entering Unmasked Estep 
Score: -10701350.000000 Penalty: 3443.688721
	Iteration 7F: 3 clusters Score -1.070135e+07 nChanged 5920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63916 members 
Mstep: Class 2 contains 42120 members 
Entering Unmasked Estep 
Score: -10705065.000000 Penalty: 3443.688721
	Iteration 8F: 3 clusters Score -1.070506e+07 nChanged 5995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67383 members 
Mstep: Class 2 contains 38653 members 
Entering Unmasked Estep 
Score: -10708880.000000 Penalty: 3443.688721
	Iteration 9F: 3 clusters Score -1.070888e+07 nChanged 5639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70964 members 
Mstep: Class 2 contains 35072 members 
Entering Unmasked Estep 
Score: -10712642.000000 Penalty: 3443.688721
	Iteration 10F: 3 clusters Score -1.071264e+07 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74262 members 
Mstep: Class 2 contains 31774 members 
Entering Unmasked Estep 
Score: -10715573.000000 Penalty: 3443.688721
	Iteration 11Q: 3 clusters Score -1.071557e+07 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 28895 members 
Entering Unmasked Estep 
Score: -10717590.000000 Penalty: 3443.688721
	Iteration 12Q: 3 clusters Score -1.071759e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79700 members 
Mstep: Class 2 contains 26336 members 
Entering Unmasked Estep 
Score: -10719099.000000 Penalty: 3443.688721
	Iteration 13Q: 3 clusters Score -1.07191e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81957 members 
Mstep: Class 2 contains 24079 members 
Entering Unmasked Estep 
Score: -10720158.000000 Penalty: 3443.688721
	Iteration 14Q: 3 clusters Score -1.072016e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84147 members 
Mstep: Class 2 contains 21889 members 
Entering Unmasked Estep 
Score: -10721104.000000 Penalty: 3443.688721
	Iteration 15Q: 3 clusters Score -1.07211e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86242 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -10721962.000000 Penalty: 3443.688721
	Iteration 16Q: 3 clusters Score -1.072196e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88270 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -10722870.000000 Penalty: 3443.688721
	Iteration 17Q: 3 clusters Score -1.072287e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90243 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -10723692.000000 Penalty: 3443.688721
	Iteration 18Q: 3 clusters Score -1.072369e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92119 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -10724510.000000 Penalty: 3443.688721
	Iteration 19Q: 3 clusters Score -1.072451e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93903 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -10725358.000000 Penalty: 3443.688721
	Iteration 20F: 3 clusters Score -1.072536e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95692 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -10726283.000000 Penalty: 3443.688721
	Iteration 21Q: 3 clusters Score -1.072628e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97344 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -10727116.000000 Penalty: 3443.688721
	Iteration 22Q: 3 clusters Score -1.072712e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98805 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -10727904.000000 Penalty: 3443.688721
	Iteration 23Q: 3 clusters Score -1.07279e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100040 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -10728491.000000 Penalty: 3443.688721
	Iteration 24Q: 3 clusters Score -1.072849e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101021 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -10728953.000000 Penalty: 3443.688721
	Iteration 25Q: 3 clusters Score -1.072895e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101830 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -10729360.000000 Penalty: 3443.688721
	Iteration 26Q: 3 clusters Score -1.072936e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102481 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -10729695.000000 Penalty: 3443.688721
	Iteration 27Q: 3 clusters Score -1.07297e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102980 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -10729932.000000 Penalty: 3443.688721
	Iteration 28Q: 3 clusters Score -1.072993e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103403 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -10730119.000000 Penalty: 3443.688721
	Iteration 29Q: 3 clusters Score -1.073012e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103714 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -10730276.000000 Penalty: 3443.688721
	Iteration 30Q: 3 clusters Score -1.073028e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103939 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -10730392.000000 Penalty: 3443.688721
	Iteration 31Q: 3 clusters Score -1.073039e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104116 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -10730467.000000 Penalty: 3443.688721
	Iteration 32Q: 3 clusters Score -1.073047e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104241 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -10730517.000000 Penalty: 3443.688721
	Iteration 33Q: 3 clusters Score -1.073052e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104333 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -10730545.000000 Penalty: 3443.688721
	Iteration 34Q: 3 clusters Score -1.073054e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104412 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -10730592.000000 Penalty: 3443.688721
	Iteration 35Q: 3 clusters Score -1.073059e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104480 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -10730621.000000 Penalty: 3443.688721
	Iteration 36Q: 3 clusters Score -1.073062e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104536 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -10730657.000000 Penalty: 3443.688721
	Iteration 37Q: 3 clusters Score -1.073066e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104605 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -10730699.000000 Penalty: 3443.688721
	Iteration 38Q: 3 clusters Score -1.07307e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104642 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -10730720.000000 Penalty: 3443.688721
	Iteration 39Q: 3 clusters Score -1.073072e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104666 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -10730737.000000 Penalty: 3443.688721
	Iteration 40F: 3 clusters Score -1.073074e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104693 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -10730738.000000 Penalty: 3443.688721
	Iteration 41Q: 3 clusters Score -1.073074e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104716 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -10730751.000000 Penalty: 3443.688721
	Iteration 42Q: 3 clusters Score -1.073075e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104737 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -10730754.000000 Penalty: 3443.688721
	Iteration 43Q: 3 clusters Score -1.073075e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104755 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -10730763.000000 Penalty: 3443.688721
	Iteration 44Q: 3 clusters Score -1.073076e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104769 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -10730772.000000 Penalty: 3443.688721
	Iteration 45Q: 3 clusters Score -1.073077e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104783 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -10730767.000000 Penalty: 3443.688721
	Iteration 46Q: 3 clusters Score -1.073077e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104801 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -10730773.000000 Penalty: 3443.688721
	Iteration 47Q: 3 clusters Score -1.073077e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104823 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -10730773.000000 Penalty: 3443.688721
	Iteration 48Q: 3 clusters Score -1.073077e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104841 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -10730791.000000 Penalty: 3443.688721
	Iteration 49Q: 3 clusters Score -1.073079e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104855 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -10730784.000000 Penalty: 3443.688721
	Iteration 50Q: 3 clusters Score -1.073078e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104867 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -10730784.000000 Penalty: 3443.688721
	Iteration 51Q: 3 clusters Score -1.073078e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104876 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -10730781.000000 Penalty: 3443.688721
	Iteration 52Q: 3 clusters Score -1.073078e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104879 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -10730784.000000 Penalty: 3443.688721
	Iteration 53Q: 3 clusters Score -1.073078e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104883 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -10730785.000000 Penalty: 3443.688721
	Iteration 54Q: 3 clusters Score -1.073078e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104887 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -10730783.000000 Penalty: 3443.688721
	Iteration 55Q: 3 clusters Score -1.073078e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104891 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -10730783.000000 Penalty: 3443.688721
	Iteration 56Q: 3 clusters Score -1.073078e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104897 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -10730784.000000 Penalty: 3443.688721
	Iteration 57Q: 3 clusters Score -1.073078e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104900 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -10730781.000000 Penalty: 3443.688721
	Iteration 58Q: 3 clusters Score -1.073078e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104899 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -10730784.000000 Penalty: 3443.688721
	Iteration 59Q: 3 clusters Score -1.073078e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104899 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -10730784.000000 Penalty: 3443.688721
	Iteration 60F: 3 clusters Score -1.073078e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (17967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Entering Unmasked Estep 
Score: -1873778.500000 Penalty: 1457.688354
	Iteration 0F: 2 clusters Score -1873778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1862054.875000 Penalty: 2915.376709
	Iteration 0F: 3 clusters Score -1862055 nChanged 7877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1866362.500000 Penalty: 2915.376709
	Iteration 1F: 3 clusters Score -1866362 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1867026.750000 Penalty: 2915.376709
	Iteration 2F: 3 clusters Score -1867027 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1867723.750000 Penalty: 2915.376709
	Iteration 3F: 3 clusters Score -1867724 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -1868538.500000 Penalty: 2915.376709
	Iteration 4F: 3 clusters Score -1868538 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -1869399.500000 Penalty: 2915.376709
	Iteration 5F: 3 clusters Score -1869400 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -1870150.375000 Penalty: 2915.376709
	Iteration 6F: 3 clusters Score -1870150 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -1870718.750000 Penalty: 2915.376709
	Iteration 7Q: 3 clusters Score -1870719 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -1871137.000000 Penalty: 2915.376709
	Iteration 8Q: 3 clusters Score -1871137 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -1871450.375000 Penalty: 2915.376709
	Iteration 9Q: 3 clusters Score -1871450 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -1871697.500000 Penalty: 2915.376709
	Iteration 10Q: 3 clusters Score -1871698 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -1871885.375000 Penalty: 2915.376709
	Iteration 11Q: 3 clusters Score -1871885 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -1872026.250000 Penalty: 2915.376709
	Iteration 12Q: 3 clusters Score -1872026 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -1872117.250000 Penalty: 2915.376709
	Iteration 13Q: 3 clusters Score -1872117 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -1872185.875000 Penalty: 2915.376709
	Iteration 14Q: 3 clusters Score -1872186 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -1872232.625000 Penalty: 2915.376709
	Iteration 15Q: 3 clusters Score -1872233 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -1872269.625000 Penalty: 2915.376709
	Iteration 16Q: 3 clusters Score -1872270 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -1872301.250000 Penalty: 2915.376709
	Iteration 17Q: 3 clusters Score -1872301 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -1872322.125000 Penalty: 2915.376709
	Iteration 18Q: 3 clusters Score -1872322 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -1872343.000000 Penalty: 2915.376709
	Iteration 19Q: 3 clusters Score -1872343 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -1872354.375000 Penalty: 2915.376709
	Iteration 20F: 3 clusters Score -1872354 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -1872363.875000 Penalty: 2915.376709
	Iteration 21Q: 3 clusters Score -1872364 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -1872377.875000 Penalty: 2915.376709
	Iteration 22Q: 3 clusters Score -1872378 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -1872387.625000 Penalty: 2915.376709
	Iteration 23Q: 3 clusters Score -1872388 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -1872397.875000 Penalty: 2915.376709
	Iteration 24Q: 3 clusters Score -1872398 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -1872402.375000 Penalty: 2915.376709
	Iteration 25Q: 3 clusters Score -1872402 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -1872405.250000 Penalty: 2915.376709
	Iteration 26Q: 3 clusters Score -1872405 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -1872413.500000 Penalty: 2915.376709
	Iteration 27Q: 3 clusters Score -1872414 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -1872428.750000 Penalty: 2915.376709
	Iteration 28Q: 3 clusters Score -1872429 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -1872433.500000 Penalty: 2915.376709
	Iteration 29Q: 3 clusters Score -1872434 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -1872442.000000 Penalty: 2915.376709
	Iteration 30Q: 3 clusters Score -1872442 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -1872450.250000 Penalty: 2915.376709
	Iteration 31Q: 3 clusters Score -1872450 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -1872455.000000 Penalty: 2915.376709
	Iteration 32Q: 3 clusters Score -1872455 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -1872457.750000 Penalty: 2915.376709
	Iteration 33Q: 3 clusters Score -1872458 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -1872464.000000 Penalty: 2915.376709
	Iteration 34Q: 3 clusters Score -1872464 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -1872469.875000 Penalty: 2915.376709
	Iteration 35Q: 3 clusters Score -1872470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -1872479.250000 Penalty: 2915.376709
	Iteration 36Q: 3 clusters Score -1872479 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -1872483.375000 Penalty: 2915.376709
	Iteration 37Q: 3 clusters Score -1872483 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -1872485.875000 Penalty: 2915.376709
	Iteration 38Q: 3 clusters Score -1872486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -1872490.875000 Penalty: 2915.376709
	Iteration 39Q: 3 clusters Score -1872491 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -1872494.750000 Penalty: 2915.376709
	Iteration 40F: 3 clusters Score -1872495 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -1872500.125000 Penalty: 2915.376709
	Iteration 41Q: 3 clusters Score -1872500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -1872502.875000 Penalty: 2915.376709
	Iteration 42Q: 3 clusters Score -1872503 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -1872502.250000 Penalty: 2915.376709
	Iteration 43Q: 3 clusters Score -1872502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -1872506.000000 Penalty: 2915.376709
	Iteration 44Q: 3 clusters Score -1872506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -1872508.625000 Penalty: 2915.376709
	Iteration 45Q: 3 clusters Score -1872509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -1872514.125000 Penalty: 2915.376709
	Iteration 46Q: 3 clusters Score -1872514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -1872513.125000 Penalty: 2915.376709
	Iteration 47Q: 3 clusters Score -1872513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -1872516.250000 Penalty: 2915.376709
	Iteration 48Q: 3 clusters Score -1872516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -1872517.000000 Penalty: 2915.376709
	Iteration 49Q: 3 clusters Score -1872517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -1872516.500000 Penalty: 2915.376709
	Iteration 50Q: 3 clusters Score -1872516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -1872520.250000 Penalty: 2915.376709
	Iteration 51Q: 3 clusters Score -1872520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -1872518.625000 Penalty: 2915.376709
	Iteration 52Q: 3 clusters Score -1872519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -1872518.000000 Penalty: 2915.376709
	Iteration 53Q: 3 clusters Score -1872518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -1872520.000000 Penalty: 2915.376709
	Iteration 54Q: 3 clusters Score -1872520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -1872518.750000 Penalty: 2915.376709
	Iteration 55Q: 3 clusters Score -1872519 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -1872520.250000 Penalty: 2915.376709
	Iteration 56Q: 3 clusters Score -1872520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -1872524.625000 Penalty: 2915.376709
	Iteration 57Q: 3 clusters Score -1872525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -1872521.125000 Penalty: 2915.376709
	Iteration 58Q: 3 clusters Score -1872521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -1872524.250000 Penalty: 2915.376709
	Iteration 59Q: 3 clusters Score -1872524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -1872524.250000 Penalty: 2915.376709
	Iteration 60F: 3 clusters Score -1872524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -1872523.500000 Penalty: 2915.376709
	Iteration 61Q: 3 clusters Score -1872524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -1872525.125000 Penalty: 2915.376709
	Iteration 62Q: 3 clusters Score -1872525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -1872528.000000 Penalty: 2915.376709
	Iteration 63Q: 3 clusters Score -1872528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -1872528.000000 Penalty: 2915.376709
	Iteration 64F: 3 clusters Score -1872528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Entering Unmasked Estep 
Score: -897337.062500 Penalty: 1352.873901
	Iteration 0F: 2 clusters Score -897337.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -891228.937500 Penalty: 2705.747803
	Iteration 0F: 3 clusters Score -891228.9 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -893173.500000 Penalty: 2705.747803
	Iteration 1F: 3 clusters Score -893173.5 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -893493.312500 Penalty: 2705.747803
	Iteration 2F: 3 clusters Score -893493.3 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -893756.187500 Penalty: 2705.747803
	Iteration 3F: 3 clusters Score -893756.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -894003.937500 Penalty: 2705.747803
	Iteration 4Q: 3 clusters Score -894003.9 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -894253.937500 Penalty: 2705.747803
	Iteration 5Q: 3 clusters Score -894253.9 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -894507.000000 Penalty: 2705.747803
	Iteration 6Q: 3 clusters Score -894507 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -894763.437500 Penalty: 2705.747803
	Iteration 7Q: 3 clusters Score -894763.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -895023.812500 Penalty: 2705.747803
	Iteration 8Q: 3 clusters Score -895023.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -895265.625000 Penalty: 2705.747803
	Iteration 9Q: 3 clusters Score -895265.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -895483.500000 Penalty: 2705.747803
	Iteration 10Q: 3 clusters Score -895483.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -895670.875000 Penalty: 2705.747803
	Iteration 11Q: 3 clusters Score -895670.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -895819.687500 Penalty: 2705.747803
	Iteration 12Q: 3 clusters Score -895819.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -895948.125000 Penalty: 2705.747803
	Iteration 13Q: 3 clusters Score -895948.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -896040.937500 Penalty: 2705.747803
	Iteration 14Q: 3 clusters Score -896040.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -896113.312500 Penalty: 2705.747803
	Iteration 15Q: 3 clusters Score -896113.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -896157.187500 Penalty: 2705.747803
	Iteration 16Q: 3 clusters Score -896157.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -896190.375000 Penalty: 2705.747803
	Iteration 17Q: 3 clusters Score -896190.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -896214.375000 Penalty: 2705.747803
	Iteration 18Q: 3 clusters Score -896214.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -896234.937500 Penalty: 2705.747803
	Iteration 19Q: 3 clusters Score -896234.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -896254.187500 Penalty: 2705.747803
	Iteration 20F: 3 clusters Score -896254.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -896267.875000 Penalty: 2705.747803
	Iteration 21Q: 3 clusters Score -896267.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -896279.937500 Penalty: 2705.747803
	Iteration 22Q: 3 clusters Score -896279.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -896284.687500 Penalty: 2705.747803
	Iteration 23Q: 3 clusters Score -896284.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -896289.812500 Penalty: 2705.747803
	Iteration 24Q: 3 clusters Score -896289.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -896297.000000 Penalty: 2705.747803
	Iteration 25Q: 3 clusters Score -896297 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -896303.375000 Penalty: 2705.747803
	Iteration 26Q: 3 clusters Score -896303.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -896309.562500 Penalty: 2705.747803
	Iteration 27Q: 3 clusters Score -896309.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -896314.000000 Penalty: 2705.747803
	Iteration 28Q: 3 clusters Score -896314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -896316.000000 Penalty: 2705.747803
	Iteration 29Q: 3 clusters Score -896316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -896320.812500 Penalty: 2705.747803
	Iteration 30Q: 3 clusters Score -896320.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -896331.812500 Penalty: 2705.747803
	Iteration 31Q: 3 clusters Score -896331.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -896335.250000 Penalty: 2705.747803
	Iteration 32Q: 3 clusters Score -896335.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -896341.750000 Penalty: 2705.747803
	Iteration 33Q: 3 clusters Score -896341.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -896347.125000 Penalty: 2705.747803
	Iteration 34Q: 3 clusters Score -896347.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -896346.937500 Penalty: 2705.747803
	Iteration 35Q: 3 clusters Score -896346.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -896351.625000 Penalty: 2705.747803
	Iteration 36Q: 3 clusters Score -896351.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -896356.187500 Penalty: 2705.747803
	Iteration 37Q: 3 clusters Score -896356.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -896359.437500 Penalty: 2705.747803
	Iteration 38Q: 3 clusters Score -896359.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -896358.062500 Penalty: 2705.747803
	Iteration 39Q: 3 clusters Score -896358.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -896360.812500 Penalty: 2705.747803
	Iteration 40F: 3 clusters Score -896360.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -896363.312500 Penalty: 2705.747803
	Iteration 41Q: 3 clusters Score -896363.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -896364.687500 Penalty: 2705.747803
	Iteration 42Q: 3 clusters Score -896364.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -896367.687500 Penalty: 2705.747803
	Iteration 43Q: 3 clusters Score -896367.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -896368.812500 Penalty: 2705.747803
	Iteration 44Q: 3 clusters Score -896368.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -896369.437500 Penalty: 2705.747803
	Iteration 45Q: 3 clusters Score -896369.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -896371.000000 Penalty: 2705.747803
	Iteration 46Q: 3 clusters Score -896371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -896371.000000 Penalty: 2705.747803
	Iteration 47F: 3 clusters Score -896371 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (36436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36436 members 
Entering Unmasked Estep 
Score: -3783890.750000 Penalty: 1562.892822
	Iteration 0F: 2 clusters Score -3783891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -3760054.250000 Penalty: 3125.785645
	Iteration 0F: 3 clusters Score -3760054 nChanged 16630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -3769287.750000 Penalty: 3125.785645
	Iteration 1F: 3 clusters Score -3769288 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -3769827.250000 Penalty: 3125.785645
	Iteration 2Q: 3 clusters Score -3769827 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -3770469.750000 Penalty: 3125.785645
	Iteration 3Q: 3 clusters Score -3770470 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -3771266.250000 Penalty: 3125.785645
	Iteration 4Q: 3 clusters Score -3771266 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -3772312.750000 Penalty: 3125.785645
	Iteration 5F: 3 clusters Score -3772313 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -3773586.750000 Penalty: 3125.785645
	Iteration 6F: 3 clusters Score -3773587 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -3775034.250000 Penalty: 3125.785645
	Iteration 7F: 3 clusters Score -3775034 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -3776445.250000 Penalty: 3125.785645
	Iteration 8F: 3 clusters Score -3776445 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -3777656.000000 Penalty: 3125.785645
	Iteration 9F: 3 clusters Score -3777656 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 23723 members 
Entering Unmasked Estep 
Score: -3778637.250000 Penalty: 3125.785645
	Iteration 10Q: 3 clusters Score -3778637 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -3779453.750000 Penalty: 3125.785645
	Iteration 11Q: 3 clusters Score -3779454 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 25529 members 
Entering Unmasked Estep 
Score: -3780168.250000 Penalty: 3125.785645
	Iteration 12Q: 3 clusters Score -3780168 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 26362 members 
Entering Unmasked Estep 
Score: -3780814.750000 Penalty: 3125.785645
	Iteration 13Q: 3 clusters Score -3780815 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 27106 members 
Entering Unmasked Estep 
Score: -3781398.000000 Penalty: 3125.785645
	Iteration 14Q: 3 clusters Score -3781398 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 27757 members 
Entering Unmasked Estep 
Score: -3781872.250000 Penalty: 3125.785645
	Iteration 15Q: 3 clusters Score -3781872 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 28294 members 
Entering Unmasked Estep 
Score: -3782218.000000 Penalty: 3125.785645
	Iteration 16Q: 3 clusters Score -3782218 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 28755 members 
Entering Unmasked Estep 
Score: -3782436.250000 Penalty: 3125.785645
	Iteration 17Q: 3 clusters Score -3782436 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 29148 members 
Entering Unmasked Estep 
Score: -3782576.750000 Penalty: 3125.785645
	Iteration 18Q: 3 clusters Score -3782577 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 29493 members 
Entering Unmasked Estep 
Score: -3782709.250000 Penalty: 3125.785645
	Iteration 19Q: 3 clusters Score -3782709 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 29779 members 
Entering Unmasked Estep 
Score: -3782770.500000 Penalty: 3125.785645
	Iteration 20F: 3 clusters Score -3782770 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 30047 members 
Entering Unmasked Estep 
Score: -3782829.250000 Penalty: 3125.785645
	Iteration 21Q: 3 clusters Score -3782829 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 30282 members 
Entering Unmasked Estep 
Score: -3782875.500000 Penalty: 3125.785645
	Iteration 22Q: 3 clusters Score -3782876 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 30479 members 
Entering Unmasked Estep 
Score: -3782923.000000 Penalty: 3125.785645
	Iteration 23Q: 3 clusters Score -3782923 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 30669 members 
Entering Unmasked Estep 
Score: -3782954.500000 Penalty: 3125.785645
	Iteration 24Q: 3 clusters Score -3782954 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 30835 members 
Entering Unmasked Estep 
Score: -3782991.750000 Penalty: 3125.785645
	Iteration 25Q: 3 clusters Score -3782992 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 30974 members 
Entering Unmasked Estep 
Score: -3783018.000000 Penalty: 3125.785645
	Iteration 26Q: 3 clusters Score -3783018 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 31092 members 
Entering Unmasked Estep 
Score: -3783030.250000 Penalty: 3125.785645
	Iteration 27Q: 3 clusters Score -3783030 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 31206 members 
Entering Unmasked Estep 
Score: -3783058.250000 Penalty: 3125.785645
	Iteration 28Q: 3 clusters Score -3783058 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 31299 members 
Entering Unmasked Estep 
Score: -3783075.000000 Penalty: 3125.785645
	Iteration 29Q: 3 clusters Score -3783075 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 31382 members 
Entering Unmasked Estep 
Score: -3783095.500000 Penalty: 3125.785645
	Iteration 30Q: 3 clusters Score -3783096 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 31463 members 
Entering Unmasked Estep 
Score: -3783105.000000 Penalty: 3125.785645
	Iteration 31Q: 3 clusters Score -3783105 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 31536 members 
Entering Unmasked Estep 
Score: -3783119.250000 Penalty: 3125.785645
	Iteration 32Q: 3 clusters Score -3783119 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 31610 members 
Entering Unmasked Estep 
Score: -3783124.250000 Penalty: 3125.785645
	Iteration 33Q: 3 clusters Score -3783124 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 31687 members 
Entering Unmasked Estep 
Score: -3783151.750000 Penalty: 3125.785645
	Iteration 34Q: 3 clusters Score -3783152 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 31757 members 
Entering Unmasked Estep 
Score: -3783163.500000 Penalty: 3125.785645
	Iteration 35Q: 3 clusters Score -3783164 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 31821 members 
Entering Unmasked Estep 
Score: -3783180.250000 Penalty: 3125.785645
	Iteration 36Q: 3 clusters Score -3783180 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 31886 members 
Entering Unmasked Estep 
Score: -3783184.000000 Penalty: 3125.785645
	Iteration 37Q: 3 clusters Score -3783184 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 31934 members 
Entering Unmasked Estep 
Score: -3783189.500000 Penalty: 3125.785645
	Iteration 38Q: 3 clusters Score -3783190 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 31985 members 
Entering Unmasked Estep 
Score: -3783186.750000 Penalty: 3125.785645
	Iteration 39Q: 3 clusters Score -3783187 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 32048 members 
Entering Unmasked Estep 
Score: -3783197.750000 Penalty: 3125.785645
	Iteration 40F: 3 clusters Score -3783198 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 32114 members 
Entering Unmasked Estep 
Score: -3783213.250000 Penalty: 3125.785645
	Iteration 41Q: 3 clusters Score -3783213 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 32176 members 
Entering Unmasked Estep 
Score: -3783216.500000 Penalty: 3125.785645
	Iteration 42Q: 3 clusters Score -3783216 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 32228 members 
Entering Unmasked Estep 
Score: -3783232.000000 Penalty: 3125.785645
	Iteration 43Q: 3 clusters Score -3783232 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 32262 members 
Entering Unmasked Estep 
Score: -3783237.500000 Penalty: 3125.785645
	Iteration 44Q: 3 clusters Score -3783238 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 32299 members 
Entering Unmasked Estep 
Score: -3783257.500000 Penalty: 3125.785645
	Iteration 45Q: 3 clusters Score -3783258 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 32337 members 
Entering Unmasked Estep 
Score: -3783257.750000 Penalty: 3125.785645
	Iteration 46Q: 3 clusters Score -3783258 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 32375 members 
Entering Unmasked Estep 
Score: -3783264.250000 Penalty: 3125.785645
	Iteration 47Q: 3 clusters Score -3783264 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 32411 members 
Entering Unmasked Estep 
Score: -3783269.000000 Penalty: 3125.785645
	Iteration 48Q: 3 clusters Score -3783269 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 32445 members 
Entering Unmasked Estep 
Score: -3783266.500000 Penalty: 3125.785645
	Iteration 49Q: 3 clusters Score -3783266 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 32474 members 
Entering Unmasked Estep 
Score: -3783280.250000 Penalty: 3125.785645
	Iteration 50Q: 3 clusters Score -3783280 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 32511 members 
Entering Unmasked Estep 
Score: -3783280.500000 Penalty: 3125.785645
	Iteration 51Q: 3 clusters Score -3783280 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 32545 members 
Entering Unmasked Estep 
Score: -3783290.750000 Penalty: 3125.785645
	Iteration 52Q: 3 clusters Score -3783291 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 32572 members 
Entering Unmasked Estep 
Score: -3783296.000000 Penalty: 3125.785645
	Iteration 53Q: 3 clusters Score -3783296 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 32593 members 
Entering Unmasked Estep 
Score: -3783300.500000 Penalty: 3125.785645
	Iteration 54Q: 3 clusters Score -3783300 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 32621 members 
Entering Unmasked Estep 
Score: -3783299.000000 Penalty: 3125.785645
	Iteration 55Q: 3 clusters Score -3783299 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 32650 members 
Entering Unmasked Estep 
Score: -3783296.500000 Penalty: 3125.785645
	Iteration 56Q: 3 clusters Score -3783296 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 32673 members 
Entering Unmasked Estep 
Score: -3783302.750000 Penalty: 3125.785645
	Iteration 57Q: 3 clusters Score -3783303 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 32697 members 
Entering Unmasked Estep 
Score: -3783308.750000 Penalty: 3125.785645
	Iteration 58Q: 3 clusters Score -3783309 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 32713 members 
Entering Unmasked Estep 
Score: -3783315.500000 Penalty: 3125.785645
	Iteration 59Q: 3 clusters Score -3783316 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 32733 members 
Entering Unmasked Estep 
Score: -3783321.000000 Penalty: 3125.785645
	Iteration 60F: 3 clusters Score -3783321 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 32759 members 
Entering Unmasked Estep 
Score: -3783326.000000 Penalty: 3125.785645
	Iteration 61Q: 3 clusters Score -3783326 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 32781 members 
Entering Unmasked Estep 
Score: -3783323.500000 Penalty: 3125.785645
	Iteration 62Q: 3 clusters Score -3783324 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 32799 members 
Entering Unmasked Estep 
Score: -3783329.250000 Penalty: 3125.785645
	Iteration 63Q: 3 clusters Score -3783329 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 32816 members 
Entering Unmasked Estep 
Score: -3783333.250000 Penalty: 3125.785645
	Iteration 64Q: 3 clusters Score -3783333 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 32839 members 
Entering Unmasked Estep 
Score: -3783332.500000 Penalty: 3125.785645
	Iteration 65Q: 3 clusters Score -3783332 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 32859 members 
Entering Unmasked Estep 
Score: -3783327.000000 Penalty: 3125.785645
	Iteration 66Q: 3 clusters Score -3783327 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 32876 members 
Entering Unmasked Estep 
Score: -3783339.000000 Penalty: 3125.785645
	Iteration 67Q: 3 clusters Score -3783339 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 32885 members 
Entering Unmasked Estep 
Score: -3783340.750000 Penalty: 3125.785645
	Iteration 68Q: 3 clusters Score -3783341 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 32895 members 
Entering Unmasked Estep 
Score: -3783339.250000 Penalty: 3125.785645
	Iteration 69Q: 3 clusters Score -3783339 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 32906 members 
Entering Unmasked Estep 
Score: -3783347.500000 Penalty: 3125.785645
	Iteration 70Q: 3 clusters Score -3783348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 32916 members 
Entering Unmasked Estep 
Score: -3783342.500000 Penalty: 3125.785645
	Iteration 71Q: 3 clusters Score -3783342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 32922 members 
Entering Unmasked Estep 
Score: -3783344.750000 Penalty: 3125.785645
	Iteration 72Q: 3 clusters Score -3783345 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 32936 members 
Entering Unmasked Estep 
Score: -3783349.750000 Penalty: 3125.785645
	Iteration 73Q: 3 clusters Score -3783350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 32948 members 
Entering Unmasked Estep 
Score: -3783351.000000 Penalty: 3125.785645
	Iteration 74Q: 3 clusters Score -3783351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 32959 members 
Entering Unmasked Estep 
Score: -3783355.750000 Penalty: 3125.785645
	Iteration 75Q: 3 clusters Score -3783356 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 32977 members 
Entering Unmasked Estep 
Score: -3783351.000000 Penalty: 3125.785645
	Iteration 76Q: 3 clusters Score -3783351 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 32997 members 
Entering Unmasked Estep 
Score: -3783352.500000 Penalty: 3125.785645
	Iteration 77Q: 3 clusters Score -3783352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 33010 members 
Entering Unmasked Estep 
Score: -3783346.000000 Penalty: 3125.785645
	Iteration 78Q: 3 clusters Score -3783346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 33023 members 
Entering Unmasked Estep 
Score: -3783349.750000 Penalty: 3125.785645
	Iteration 79Q: 3 clusters Score -3783350 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 33039 members 
Entering Unmasked Estep 
Score: -3783356.750000 Penalty: 3125.785645
	Iteration 80F: 3 clusters Score -3783357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 33046 members 
Entering Unmasked Estep 
Score: -3783364.250000 Penalty: 3125.785645
	Iteration 81Q: 3 clusters Score -3783364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 33053 members 
Entering Unmasked Estep 
Score: -3783364.500000 Penalty: 3125.785645
	Iteration 82Q: 3 clusters Score -3783364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 33055 members 
Entering Unmasked Estep 
Score: -3783361.250000 Penalty: 3125.785645
	Iteration 83Q: 3 clusters Score -3783361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 33058 members 
Entering Unmasked Estep 
Score: -3783362.250000 Penalty: 3125.785645
	Iteration 84Q: 3 clusters Score -3783362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 33058 members 
Entering Unmasked Estep 
Score: -3783364.500000 Penalty: 3125.785645
	Iteration 85Q: 3 clusters Score -3783364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 33061 members 
Entering Unmasked Estep 
Score: -3783363.750000 Penalty: 3125.785645
	Iteration 86Q: 3 clusters Score -3783364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 33063 members 
Entering Unmasked Estep 
Score: -3783360.250000 Penalty: 3125.785645
	Iteration 87Q: 3 clusters Score -3783360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 33067 members 
Entering Unmasked Estep 
Score: -3783360.250000 Penalty: 3125.785645
	Iteration 88Q: 3 clusters Score -3783360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 33070 members 
Entering Unmasked Estep 
Score: -3783366.000000 Penalty: 3125.785645
	Iteration 89Q: 3 clusters Score -3783366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 33072 members 
Entering Unmasked Estep 
Score: -3783365.250000 Penalty: 3125.785645
	Iteration 90Q: 3 clusters Score -3783365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 33073 members 
Entering Unmasked Estep 
Score: -3783361.500000 Penalty: 3125.785645
	Iteration 91Q: 3 clusters Score -3783362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 33074 members 
Entering Unmasked Estep 
Score: -3783367.250000 Penalty: 3125.785645
	Iteration 92Q: 3 clusters Score -3783367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 33076 members 
Entering Unmasked Estep 
Score: -3783365.000000 Penalty: 3125.785645
	Iteration 93Q: 3 clusters Score -3783365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 33077 members 
Entering Unmasked Estep 
Score: -3783365.750000 Penalty: 3125.785645
	Iteration 94Q: 3 clusters Score -3783366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 33078 members 
Entering Unmasked Estep 
Score: -3783366.250000 Penalty: 3125.785645
	Iteration 95Q: 3 clusters Score -3783366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 33077 members 
Entering Unmasked Estep 
Score: -3783367.750000 Penalty: 3125.785645
	Iteration 96Q: 3 clusters Score -3783368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 33077 members 
Entering Unmasked Estep 
Score: -3783367.750000 Penalty: 3125.785645
	Iteration 97F: 3 clusters Score -3783368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Entering Unmasked Estep 
Score: -205882.171875 Penalty: 1150.184692
	Iteration 0F: 2 clusters Score -205882.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -203907.484375 Penalty: 2300.369385
	Iteration 0F: 3 clusters Score -203907.5 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -204495.875000 Penalty: 2300.369385
	Iteration 1F: 3 clusters Score -204495.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -204650.140625 Penalty: 2300.369385
	Iteration 2F: 3 clusters Score -204650.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -204768.906250 Penalty: 2300.369385
	Iteration 3Q: 3 clusters Score -204768.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -204854.390625 Penalty: 2300.369385
	Iteration 4Q: 3 clusters Score -204854.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -204934.109375 Penalty: 2300.369385
	Iteration 5Q: 3 clusters Score -204934.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -205005.921875 Penalty: 2300.369385
	Iteration 6Q: 3 clusters Score -205005.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -205061.093750 Penalty: 2300.369385
	Iteration 7Q: 3 clusters Score -205061.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -205121.187500 Penalty: 2300.369385
	Iteration 8Q: 3 clusters Score -205121.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -205181.171875 Penalty: 2300.369385
	Iteration 9Q: 3 clusters Score -205181.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -205249.359375 Penalty: 2300.369385
	Iteration 10Q: 3 clusters Score -205249.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -205331.500000 Penalty: 2300.369385
	Iteration 11Q: 3 clusters Score -205331.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -205432.640625 Penalty: 2300.369385
	Iteration 12Q: 3 clusters Score -205432.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -205517.093750 Penalty: 2300.369385
	Iteration 13Q: 3 clusters Score -205517.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -205581.296875 Penalty: 2300.369385
	Iteration 14Q: 3 clusters Score -205581.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -205643.281250 Penalty: 2300.369385
	Iteration 15Q: 3 clusters Score -205643.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -205702.109375 Penalty: 2300.369385
	Iteration 16Q: 3 clusters Score -205702.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -205756.671875 Penalty: 2300.369385
	Iteration 17Q: 3 clusters Score -205756.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -205788.093750 Penalty: 2300.369385
	Iteration 18Q: 3 clusters Score -205788.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -205812.234375 Penalty: 2300.369385
	Iteration 19Q: 3 clusters Score -205812.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -205836.359375 Penalty: 2300.369385
	Iteration 20F: 3 clusters Score -205836.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -205844.750000 Penalty: 2300.369385
	Iteration 21Q: 3 clusters Score -205844.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -205851.281250 Penalty: 2300.369385
	Iteration 22Q: 3 clusters Score -205851.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -205859.109375 Penalty: 2300.369385
	Iteration 23Q: 3 clusters Score -205859.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -205864.453125 Penalty: 2300.369385
	Iteration 24Q: 3 clusters Score -205864.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -205869.500000 Penalty: 2300.369385
	Iteration 25Q: 3 clusters Score -205869.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -205873.171875 Penalty: 2300.369385
	Iteration 26Q: 3 clusters Score -205873.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -205875.609375 Penalty: 2300.369385
	Iteration 27Q: 3 clusters Score -205875.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -205876.765625 Penalty: 2300.369385
	Iteration 28Q: 3 clusters Score -205876.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -205877.234375 Penalty: 2300.369385
	Iteration 29Q: 3 clusters Score -205877.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -205877.234375 Penalty: 2300.369385
	Iteration 30F: 3 clusters Score -205877.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (37524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37524 members 
Entering Unmasked Estep 
Score: -3875302.500000 Penalty: 1567.271118
	Iteration 0F: 2 clusters Score -3875302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -3850893.500000 Penalty: 3134.542236
	Iteration 0F: 3 clusters Score -3850894 nChanged 17121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -3860554.750000 Penalty: 3134.542236
	Iteration 1F: 3 clusters Score -3860555 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -3861599.500000 Penalty: 3134.542236
	Iteration 2F: 3 clusters Score -3861600 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -3862931.750000 Penalty: 3134.542236
	Iteration 3F: 3 clusters Score -3862932 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 22991 members 
Entering Unmasked Estep 
Score: -3864446.000000 Penalty: 3134.542236
	Iteration 4F: 3 clusters Score -3864446 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
Score: -3865950.000000 Penalty: 3134.542236
	Iteration 5F: 3 clusters Score -3865950 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 25290 members 
Entering Unmasked Estep 
Score: -3867256.750000 Penalty: 3134.542236
	Iteration 6F: 3 clusters Score -3867257 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 26212 members 
Entering Unmasked Estep 
Score: -3868229.750000 Penalty: 3134.542236
	Iteration 7Q: 3 clusters Score -3868230 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
Score: -3868988.500000 Penalty: 3134.542236
	Iteration 8Q: 3 clusters Score -3868988 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 27643 members 
Entering Unmasked Estep 
Score: -3869597.750000 Penalty: 3134.542236
	Iteration 9Q: 3 clusters Score -3869598 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 28243 members 
Entering Unmasked Estep 
Score: -3870108.250000 Penalty: 3134.542236
	Iteration 10Q: 3 clusters Score -3870108 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 28763 members 
Entering Unmasked Estep 
Score: -3870537.250000 Penalty: 3134.542236
	Iteration 11Q: 3 clusters Score -3870537 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 29252 members 
Entering Unmasked Estep 
Score: -3870867.750000 Penalty: 3134.542236
	Iteration 12Q: 3 clusters Score -3870868 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 29703 members 
Entering Unmasked Estep 
Score: -3871187.750000 Penalty: 3134.542236
	Iteration 13Q: 3 clusters Score -3871188 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 30138 members 
Entering Unmasked Estep 
Score: -3871485.500000 Penalty: 3134.542236
	Iteration 14Q: 3 clusters Score -3871486 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 30538 members 
Entering Unmasked Estep 
Score: -3871744.000000 Penalty: 3134.542236
	Iteration 15Q: 3 clusters Score -3871744 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 30902 members 
Entering Unmasked Estep 
Score: -3871883.500000 Penalty: 3134.542236
	Iteration 16Q: 3 clusters Score -3871884 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 31248 members 
Entering Unmasked Estep 
Score: -3872008.000000 Penalty: 3134.542236
	Iteration 17Q: 3 clusters Score -3872008 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 31552 members 
Entering Unmasked Estep 
Score: -3872128.750000 Penalty: 3134.542236
	Iteration 18Q: 3 clusters Score -3872129 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 31843 members 
Entering Unmasked Estep 
Score: -3872209.750000 Penalty: 3134.542236
	Iteration 19Q: 3 clusters Score -3872210 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 32138 members 
Entering Unmasked Estep 
Score: -3872322.750000 Penalty: 3134.542236
	Iteration 20F: 3 clusters Score -3872323 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 32434 members 
Entering Unmasked Estep 
Score: -3872425.750000 Penalty: 3134.542236
	Iteration 21Q: 3 clusters Score -3872426 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 32701 members 
Entering Unmasked Estep 
Score: -3872514.250000 Penalty: 3134.542236
	Iteration 22Q: 3 clusters Score -3872514 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 32976 members 
Entering Unmasked Estep 
Score: -3872614.500000 Penalty: 3134.542236
	Iteration 23Q: 3 clusters Score -3872614 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 33252 members 
Entering Unmasked Estep 
Score: -3872713.000000 Penalty: 3134.542236
	Iteration 24Q: 3 clusters Score -3872713 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 33515 members 
Entering Unmasked Estep 
Score: -3872817.500000 Penalty: 3134.542236
	Iteration 25Q: 3 clusters Score -3872818 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 33816 members 
Entering Unmasked Estep 
Score: -3872934.500000 Penalty: 3134.542236
	Iteration 26Q: 3 clusters Score -3872934 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 34090 members 
Entering Unmasked Estep 
Score: -3873027.750000 Penalty: 3134.542236
	Iteration 27Q: 3 clusters Score -3873028 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 34333 members 
Entering Unmasked Estep 
Score: -3873126.000000 Penalty: 3134.542236
	Iteration 28Q: 3 clusters Score -3873126 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 34539 members 
Entering Unmasked Estep 
Score: -3873187.000000 Penalty: 3134.542236
	Iteration 29Q: 3 clusters Score -3873187 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 34716 members 
Entering Unmasked Estep 
Score: -3873243.000000 Penalty: 3134.542236
	Iteration 30Q: 3 clusters Score -3873243 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 34862 members 
Entering Unmasked Estep 
Score: -3873309.250000 Penalty: 3134.542236
	Iteration 31Q: 3 clusters Score -3873309 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 34995 members 
Entering Unmasked Estep 
Score: -3873352.000000 Penalty: 3134.542236
	Iteration 32Q: 3 clusters Score -3873352 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 35125 members 
Entering Unmasked Estep 
Score: -3873397.500000 Penalty: 3134.542236
	Iteration 33Q: 3 clusters Score -3873398 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 35253 members 
Entering Unmasked Estep 
Score: -3873439.750000 Penalty: 3134.542236
	Iteration 34Q: 3 clusters Score -3873440 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 35377 members 
Entering Unmasked Estep 
Score: -3873480.500000 Penalty: 3134.542236
	Iteration 35Q: 3 clusters Score -3873480 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 35478 members 
Entering Unmasked Estep 
Score: -3873510.250000 Penalty: 3134.542236
	Iteration 36Q: 3 clusters Score -3873510 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 35593 members 
Entering Unmasked Estep 
Score: -3873551.500000 Penalty: 3134.542236
	Iteration 37Q: 3 clusters Score -3873552 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 35697 members 
Entering Unmasked Estep 
Score: -3873589.250000 Penalty: 3134.542236
	Iteration 38Q: 3 clusters Score -3873589 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 35795 members 
Entering Unmasked Estep 
Score: -3873616.500000 Penalty: 3134.542236
	Iteration 39Q: 3 clusters Score -3873616 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 35871 members 
Entering Unmasked Estep 
Score: -3873647.500000 Penalty: 3134.542236
	Iteration 40F: 3 clusters Score -3873648 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 35948 members 
Entering Unmasked Estep 
Score: -3873684.750000 Penalty: 3134.542236
	Iteration 41Q: 3 clusters Score -3873685 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 36022 members 
Entering Unmasked Estep 
Score: -3873709.500000 Penalty: 3134.542236
	Iteration 42Q: 3 clusters Score -3873710 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 36089 members 
Entering Unmasked Estep 
Score: -3873746.000000 Penalty: 3134.542236
	Iteration 43Q: 3 clusters Score -3873746 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 36162 members 
Entering Unmasked Estep 
Score: -3873771.000000 Penalty: 3134.542236
	Iteration 44Q: 3 clusters Score -3873771 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 36221 members 
Entering Unmasked Estep 
Score: -3873809.500000 Penalty: 3134.542236
	Iteration 45Q: 3 clusters Score -3873810 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 36264 members 
Entering Unmasked Estep 
Score: -3873815.500000 Penalty: 3134.542236
	Iteration 46Q: 3 clusters Score -3873816 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 36302 members 
Entering Unmasked Estep 
Score: -3873824.250000 Penalty: 3134.542236
	Iteration 47Q: 3 clusters Score -3873824 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 36327 members 
Entering Unmasked Estep 
Score: -3873830.750000 Penalty: 3134.542236
	Iteration 48Q: 3 clusters Score -3873831 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 36349 members 
Entering Unmasked Estep 
Score: -3873839.500000 Penalty: 3134.542236
	Iteration 49Q: 3 clusters Score -3873840 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 36375 members 
Entering Unmasked Estep 
Score: -3873857.500000 Penalty: 3134.542236
	Iteration 50Q: 3 clusters Score -3873858 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 36409 members 
Entering Unmasked Estep 
Score: -3873867.250000 Penalty: 3134.542236
	Iteration 51Q: 3 clusters Score -3873867 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 36437 members 
Entering Unmasked Estep 
Score: -3873889.500000 Penalty: 3134.542236
	Iteration 52Q: 3 clusters Score -3873890 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 36466 members 
Entering Unmasked Estep 
Score: -3873909.500000 Penalty: 3134.542236
	Iteration 53Q: 3 clusters Score -3873910 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 36489 members 
Entering Unmasked Estep 
Score: -3873921.000000 Penalty: 3134.542236
	Iteration 54Q: 3 clusters Score -3873921 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 36508 members 
Entering Unmasked Estep 
Score: -3873930.250000 Penalty: 3134.542236
	Iteration 55Q: 3 clusters Score -3873930 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 36526 members 
Entering Unmasked Estep 
Score: -3873940.000000 Penalty: 3134.542236
	Iteration 56Q: 3 clusters Score -3873940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 36541 members 
Entering Unmasked Estep 
Score: -3873948.750000 Penalty: 3134.542236
	Iteration 57Q: 3 clusters Score -3873949 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 36552 members 
Entering Unmasked Estep 
Score: -3873950.500000 Penalty: 3134.542236
	Iteration 58Q: 3 clusters Score -3873950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 36557 members 
Entering Unmasked Estep 
Score: -3873955.500000 Penalty: 3134.542236
	Iteration 59Q: 3 clusters Score -3873956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 36563 members 
Entering Unmasked Estep 
Score: -3873957.500000 Penalty: 3134.542236
	Iteration 60F: 3 clusters Score -3873958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 36565 members 
Entering Unmasked Estep 
Score: -3873960.250000 Penalty: 3134.542236
	Iteration 61Q: 3 clusters Score -3873960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 36567 members 
Entering Unmasked Estep 
Score: -3873963.000000 Penalty: 3134.542236
	Iteration 62Q: 3 clusters Score -3873963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 36567 members 
Entering Unmasked Estep 
Score: -3873961.250000 Penalty: 3134.542236
	Iteration 63Q: 3 clusters Score -3873961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 36568 members 
Entering Unmasked Estep 
Score: -3873962.750000 Penalty: 3134.542236
	Iteration 64Q: 3 clusters Score -3873963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 36571 members 
Entering Unmasked Estep 
Score: -3873961.500000 Penalty: 3134.542236
	Iteration 65Q: 3 clusters Score -3873962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 36574 members 
Entering Unmasked Estep 
Score: -3873966.250000 Penalty: 3134.542236
	Iteration 66Q: 3 clusters Score -3873966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 36578 members 
Entering Unmasked Estep 
Score: -3873969.500000 Penalty: 3134.542236
	Iteration 67Q: 3 clusters Score -3873970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 36581 members 
Entering Unmasked Estep 
Score: -3873969.750000 Penalty: 3134.542236
	Iteration 68Q: 3 clusters Score -3873970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 36583 members 
Entering Unmasked Estep 
Score: -3873973.750000 Penalty: 3134.542236
	Iteration 69Q: 3 clusters Score -3873974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 36584 members 
Entering Unmasked Estep 
Score: -3873972.000000 Penalty: 3134.542236
	Iteration 70Q: 3 clusters Score -3873972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 36584 members 
Entering Unmasked Estep 
Score: -3873971.250000 Penalty: 3134.542236
	Iteration 71Q: 3 clusters Score -3873971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 36586 members 
Entering Unmasked Estep 
Score: -3873975.000000 Penalty: 3134.542236
	Iteration 72Q: 3 clusters Score -3873975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 36589 members 
Entering Unmasked Estep 
Score: -3873973.750000 Penalty: 3134.542236
	Iteration 73Q: 3 clusters Score -3873974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 36590 members 
Entering Unmasked Estep 
Score: -3873970.250000 Penalty: 3134.542236
	Iteration 74Q: 3 clusters Score -3873970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 36593 members 
Entering Unmasked Estep 
Score: -3873973.750000 Penalty: 3134.542236
	Iteration 75Q: 3 clusters Score -3873974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 36599 members 
Entering Unmasked Estep 
Score: -3873978.500000 Penalty: 3134.542236
	Iteration 76Q: 3 clusters Score -3873978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 36604 members 
Entering Unmasked Estep 
Score: -3873978.250000 Penalty: 3134.542236
	Iteration 77Q: 3 clusters Score -3873978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 36611 members 
Entering Unmasked Estep 
Score: -3873979.000000 Penalty: 3134.542236
	Iteration 78Q: 3 clusters Score -3873979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 36614 members 
Entering Unmasked Estep 
Score: -3873981.000000 Penalty: 3134.542236
	Iteration 79Q: 3 clusters Score -3873981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 36615 members 
Entering Unmasked Estep 
Score: -3873976.250000 Penalty: 3134.542236
	Iteration 80F: 3 clusters Score -3873976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 36616 members 
Entering Unmasked Estep 
Score: -3873980.000000 Penalty: 3134.542236
	Iteration 81Q: 3 clusters Score -3873980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 36616 members 
Entering Unmasked Estep 
Score: -3873980.000000 Penalty: 3134.542236
	Iteration 82F: 3 clusters Score -3873980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (14869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Entering Unmasked Estep 
Score: -1501451.250000 Penalty: 1429.526611
	Iteration 0F: 2 clusters Score -1501451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1491629.750000 Penalty: 2859.053223
	Iteration 0F: 3 clusters Score -1491630 nChanged 6415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1494990.750000 Penalty: 2859.053223
	Iteration 1F: 3 clusters Score -1494991 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1495331.875000 Penalty: 2859.053223
	Iteration 2F: 3 clusters Score -1495332 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1495620.375000 Penalty: 2859.053223
	Iteration 3F: 3 clusters Score -1495620 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1495854.125000 Penalty: 2859.053223
	Iteration 4Q: 3 clusters Score -1495854 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1496121.250000 Penalty: 2859.053223
	Iteration 5Q: 3 clusters Score -1496121 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1496420.625000 Penalty: 2859.053223
	Iteration 6Q: 3 clusters Score -1496421 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1496844.875000 Penalty: 2859.053223
	Iteration 7Q: 3 clusters Score -1496845 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1497390.500000 Penalty: 2859.053223
	Iteration 8F: 3 clusters Score -1497390 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -1498034.500000 Penalty: 2859.053223
	Iteration 9F: 3 clusters Score -1498034 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -1498643.875000 Penalty: 2859.053223
	Iteration 10F: 3 clusters Score -1498644 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -1499197.125000 Penalty: 2859.053223
	Iteration 11Q: 3 clusters Score -1499197 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -1499639.250000 Penalty: 2859.053223
	Iteration 12Q: 3 clusters Score -1499639 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -1499916.875000 Penalty: 2859.053223
	Iteration 13Q: 3 clusters Score -1499917 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -1500130.000000 Penalty: 2859.053223
	Iteration 14Q: 3 clusters Score -1500130 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -1500259.000000 Penalty: 2859.053223
	Iteration 15Q: 3 clusters Score -1500259 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -1500349.250000 Penalty: 2859.053223
	Iteration 16Q: 3 clusters Score -1500349 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -1500412.250000 Penalty: 2859.053223
	Iteration 17Q: 3 clusters Score -1500412 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -1500460.000000 Penalty: 2859.053223
	Iteration 18Q: 3 clusters Score -1500460 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -1500498.125000 Penalty: 2859.053223
	Iteration 19Q: 3 clusters Score -1500498 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -1500519.125000 Penalty: 2859.053223
	Iteration 20F: 3 clusters Score -1500519 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -1500531.750000 Penalty: 2859.053223
	Iteration 21Q: 3 clusters Score -1500532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -1500537.375000 Penalty: 2859.053223
	Iteration 22Q: 3 clusters Score -1500537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -1500544.000000 Penalty: 2859.053223
	Iteration 23Q: 3 clusters Score -1500544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -1500546.750000 Penalty: 2859.053223
	Iteration 24Q: 3 clusters Score -1500547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -1500550.750000 Penalty: 2859.053223
	Iteration 25Q: 3 clusters Score -1500551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -1500549.375000 Penalty: 2859.053223
	Iteration 26Q: 3 clusters Score -1500549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -1500549.375000 Penalty: 2859.053223
	Iteration 27Q: 3 clusters Score -1500549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -1500549.375000 Penalty: 2859.053223
	Iteration 28F: 3 clusters Score -1500549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (17549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Entering Unmasked Estep 
Score: -1844513.250000 Penalty: 1454.185547
	Iteration 0F: 2 clusters Score -1844513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1833034.125000 Penalty: 2908.371094
	Iteration 0F: 3 clusters Score -1833034 nChanged 7650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1837110.625000 Penalty: 2908.371094
	Iteration 1F: 3 clusters Score -1837111 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1837476.375000 Penalty: 2908.371094
	Iteration 2F: 3 clusters Score -1837476 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1837748.375000 Penalty: 2908.371094
	Iteration 3Q: 3 clusters Score -1837748 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1837955.250000 Penalty: 2908.371094
	Iteration 4Q: 3 clusters Score -1837955 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1838125.750000 Penalty: 2908.371094
	Iteration 5Q: 3 clusters Score -1838126 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1838291.625000 Penalty: 2908.371094
	Iteration 6Q: 3 clusters Score -1838292 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1838451.750000 Penalty: 2908.371094
	Iteration 7Q: 3 clusters Score -1838452 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1838624.500000 Penalty: 2908.371094
	Iteration 8Q: 3 clusters Score -1838624 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1838795.750000 Penalty: 2908.371094
	Iteration 9Q: 3 clusters Score -1838796 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1839031.750000 Penalty: 2908.371094
	Iteration 10Q: 3 clusters Score -1839032 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1839347.750000 Penalty: 2908.371094
	Iteration 11Q: 3 clusters Score -1839348 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1839771.250000 Penalty: 2908.371094
	Iteration 12Q: 3 clusters Score -1839771 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1840230.500000 Penalty: 2908.371094
	Iteration 13Q: 3 clusters Score -1840230 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1840742.000000 Penalty: 2908.371094
	Iteration 14Q: 3 clusters Score -1840742 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1841221.625000 Penalty: 2908.371094
	Iteration 15Q: 3 clusters Score -1841222 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1841713.875000 Penalty: 2908.371094
	Iteration 16Q: 3 clusters Score -1841714 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1842152.875000 Penalty: 2908.371094
	Iteration 17Q: 3 clusters Score -1842153 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1842476.875000 Penalty: 2908.371094
	Iteration 18Q: 3 clusters Score -1842477 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1842736.375000 Penalty: 2908.371094
	Iteration 19Q: 3 clusters Score -1842736 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1842943.500000 Penalty: 2908.371094
	Iteration 20F: 3 clusters Score -1842944 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1843083.875000 Penalty: 2908.371094
	Iteration 21Q: 3 clusters Score -1843084 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1843180.750000 Penalty: 2908.371094
	Iteration 22Q: 3 clusters Score -1843181 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1843259.750000 Penalty: 2908.371094
	Iteration 23Q: 3 clusters Score -1843260 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1843321.875000 Penalty: 2908.371094
	Iteration 24Q: 3 clusters Score -1843322 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1843359.500000 Penalty: 2908.371094
	Iteration 25Q: 3 clusters Score -1843360 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1843391.000000 Penalty: 2908.371094
	Iteration 26Q: 3 clusters Score -1843391 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1843424.125000 Penalty: 2908.371094
	Iteration 27Q: 3 clusters Score -1843424 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1843453.625000 Penalty: 2908.371094
	Iteration 28Q: 3 clusters Score -1843454 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1843475.750000 Penalty: 2908.371094
	Iteration 29Q: 3 clusters Score -1843476 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1843493.000000 Penalty: 2908.371094
	Iteration 30Q: 3 clusters Score -1843493 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1843514.375000 Penalty: 2908.371094
	Iteration 31Q: 3 clusters Score -1843514 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1843532.125000 Penalty: 2908.371094
	Iteration 32Q: 3 clusters Score -1843532 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1843539.625000 Penalty: 2908.371094
	Iteration 33Q: 3 clusters Score -1843540 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1843552.250000 Penalty: 2908.371094
	Iteration 34Q: 3 clusters Score -1843552 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1843561.375000 Penalty: 2908.371094
	Iteration 35Q: 3 clusters Score -1843561 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1843570.875000 Penalty: 2908.371094
	Iteration 36Q: 3 clusters Score -1843571 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1843577.250000 Penalty: 2908.371094
	Iteration 37Q: 3 clusters Score -1843577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1843578.625000 Penalty: 2908.371094
	Iteration 38Q: 3 clusters Score -1843579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1843580.625000 Penalty: 2908.371094
	Iteration 39Q: 3 clusters Score -1843581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1843581.875000 Penalty: 2908.371094
	Iteration 40F: 3 clusters Score -1843582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1843583.500000 Penalty: 2908.371094
	Iteration 41Q: 3 clusters Score -1843584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1843583.750000 Penalty: 2908.371094
	Iteration 42Q: 3 clusters Score -1843584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1843585.500000 Penalty: 2908.371094
	Iteration 43Q: 3 clusters Score -1843586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1843587.625000 Penalty: 2908.371094
	Iteration 44Q: 3 clusters Score -1843588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1843590.250000 Penalty: 2908.371094
	Iteration 45Q: 3 clusters Score -1843590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1843589.000000 Penalty: 2908.371094
	Iteration 46Q: 3 clusters Score -1843589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1843589.375000 Penalty: 2908.371094
	Iteration 47Q: 3 clusters Score -1843589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1843589.375000 Penalty: 2908.371094
	Iteration 48F: 3 clusters Score -1843589 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (5854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Entering Unmasked Estep 
Score: -614103.562500 Penalty: 1290.822144
	Iteration 0F: 2 clusters Score -614103.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -609865.625000 Penalty: 2581.644287
	Iteration 0F: 3 clusters Score -609865.6 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -611115.500000 Penalty: 2581.644287
	Iteration 1F: 3 clusters Score -611115.5 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -611487.062500 Penalty: 2581.644287
	Iteration 2F: 3 clusters Score -611487.1 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -612063.375000 Penalty: 2581.644287
	Iteration 3F: 3 clusters Score -612063.4 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -612768.125000 Penalty: 2581.644287
	Iteration 4F: 3 clusters Score -612768.1 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -613413.375000 Penalty: 2581.644287
	Iteration 5F: 3 clusters Score -613413.4 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -613831.625000 Penalty: 2581.644287
	Iteration 6F: 3 clusters Score -613831.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -614085.812500 Penalty: 2581.644287
	Iteration 7F: 3 clusters Score -614085.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -614217.312500 Penalty: 2581.644287
	Iteration 8Q: 3 clusters Score -614217.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -614285.500000 Penalty: 2581.644287
	Iteration 9Q: 3 clusters Score -614285.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -614320.375000 Penalty: 2581.644287
	Iteration 10Q: 3 clusters Score -614320.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -614336.062500 Penalty: 2581.644287
	Iteration 11Q: 3 clusters Score -614336.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -614347.500000 Penalty: 2581.644287
	Iteration 12Q: 3 clusters Score -614347.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -614354.687500 Penalty: 2581.644287
	Iteration 13Q: 3 clusters Score -614354.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -614357.187500 Penalty: 2581.644287
	Iteration 14Q: 3 clusters Score -614357.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -614358.875000 Penalty: 2581.644287
	Iteration 15Q: 3 clusters Score -614358.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -614361.937500 Penalty: 2581.644287
	Iteration 16Q: 3 clusters Score -614361.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -614367.625000 Penalty: 2581.644287
	Iteration 17Q: 3 clusters Score -614367.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -614371.687500 Penalty: 2581.644287
	Iteration 18Q: 3 clusters Score -614371.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -614371.937500 Penalty: 2581.644287
	Iteration 19Q: 3 clusters Score -614371.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -614373.312500 Penalty: 2581.644287
	Iteration 20F: 3 clusters Score -614373.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -614373.625000 Penalty: 2581.644287
	Iteration 21Q: 3 clusters Score -614373.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -614374.437500 Penalty: 2581.644287
	Iteration 22Q: 3 clusters Score -614374.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -614375.875000 Penalty: 2581.644287
	Iteration 23Q: 3 clusters Score -614375.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -614375.437500 Penalty: 2581.644287
	Iteration 24Q: 3 clusters Score -614375.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -614375.437500 Penalty: 2581.644287
	Iteration 25F: 3 clusters Score -614375.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 55919 members 
Mstep: Class 2 contains 700 members 
Mstep: Class 3 contains 49713 members 
Mstep: Class 4 contains 10520 members 
Mstep: Class 5 contains 110782 members 
Mstep: Class 6 contains 37561 members 
Mstep: Class 7 contains 36542 members 
Mstep: Class 8 contains 3867 members 
Mstep: Class 9 contains 10414 members 
Mstep: Class 10 contains 12281 members 
Mstep: Class 11 contains 7129 members 
Mstep: Class 12 contains 24439 members 
Mstep: Class 13 contains 4003 members 
Mstep: Class 14 contains 4536 members 
Mstep: Class 15 contains 2839 members 
Mstep: Class 16 contains 37884 members 
Mstep: Class 17 contains 35139 members 
Mstep: Class 18 contains 11089 members 
Mstep: Class 19 contains 7378 members 
Mstep: Class 20 contains 1393 members 
Mstep: Class 21 contains 36671 members 
Mstep: Class 22 contains 5571 members 
Mstep: Class 23 contains 4446 members 
Mstep: Class 24 contains 6403 members 
Mstep: Class 25 contains 14681 members 
Mstep: Class 26 contains 3680 members 
Mstep: Class 27 contains 18496 members 
Mstep: Class 28 contains 9811 members 
Mstep: Class 29 contains 15109 members 
Mstep: Class 30 contains 16090 members 
Mstep: Class 31 contains 9286 members 
Mstep: Class 32 contains 106036 members 
Mstep: Class 33 contains 17967 members 
Mstep: Class 34 contains 8883 members 
Mstep: Class 35 contains 36436 members 
Mstep: Class 36 contains 2275 members 
Mstep: Class 37 contains 37524 members 
Mstep: Class 38 contains 14869 members 
Mstep: Class 39 contains 17549 members 
Mstep: Class 40 contains 1028 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 8166 members 
Mstep: Class 43 contains 14997 members 
Mstep: Class 44 contains 4545 members 
Mstep: Class 45 contains 2198 members 
Mstep: Class 46 contains 1617 members 
Mstep: Class 47 contains 11624 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 4019 members 
Mstep: Class 50 contains 4826 members 
Entering Unmasked Estep 
Score: -88124608.000000 Penalty: 102001.945312
Splitting cluster 40 changes total score from -88125040.000000 to -88124608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Entering Unmasked Estep 
Score: -61453.078125 Penalty: 951.366333
	Iteration 0F: 2 clusters Score -61453.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -60460.164062 Penalty: 1902.732666
	Iteration 0F: 3 clusters Score -60460.16 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -60641.425781 Penalty: 1902.732666
	Iteration 1F: 3 clusters Score -60641.43 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -60693.921875 Penalty: 1902.732666
	Iteration 2Q: 3 clusters Score -60693.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -60715.589844 Penalty: 1902.732666
	Iteration 3Q: 3 clusters Score -60715.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -60730.042969 Penalty: 1902.732666
	Iteration 4Q: 3 clusters Score -60730.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -60744.347656 Penalty: 1902.732666
	Iteration 5Q: 3 clusters Score -60744.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -60751.828125 Penalty: 1902.732666
	Iteration 6Q: 3 clusters Score -60751.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -60751.828125 Penalty: 1902.732666
	Iteration 7F: 3 clusters Score -60751.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (8166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Entering Unmasked Estep 
Score: -800733.812500 Penalty: 1340.350952
	Iteration 0F: 2 clusters Score -800733.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -795102.375000 Penalty: 2680.701904
	Iteration 0F: 3 clusters Score -795102.4 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -796999.250000 Penalty: 2680.701904
	Iteration 1F: 3 clusters Score -796999.2 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -797369.875000 Penalty: 2680.701904
	Iteration 2F: 3 clusters Score -797369.9 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -797601.187500 Penalty: 2680.701904
	Iteration 3F: 3 clusters Score -797601.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -797769.312500 Penalty: 2680.701904
	Iteration 4Q: 3 clusters Score -797769.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -797932.187500 Penalty: 2680.701904
	Iteration 5Q: 3 clusters Score -797932.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -798086.875000 Penalty: 2680.701904
	Iteration 6Q: 3 clusters Score -798086.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -798243.625000 Penalty: 2680.701904
	Iteration 7Q: 3 clusters Score -798243.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -798404.125000 Penalty: 2680.701904
	Iteration 8Q: 3 clusters Score -798404.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -798590.062500 Penalty: 2680.701904
	Iteration 9Q: 3 clusters Score -798590.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -798758.187500 Penalty: 2680.701904
	Iteration 10Q: 3 clusters Score -798758.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -798903.562500 Penalty: 2680.701904
	Iteration 11Q: 3 clusters Score -798903.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -799051.562500 Penalty: 2680.701904
	Iteration 12Q: 3 clusters Score -799051.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -799202.312500 Penalty: 2680.701904
	Iteration 13Q: 3 clusters Score -799202.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -799321.250000 Penalty: 2680.701904
	Iteration 14Q: 3 clusters Score -799321.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -799429.500000 Penalty: 2680.701904
	Iteration 15Q: 3 clusters Score -799429.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -799545.250000 Penalty: 2680.701904
	Iteration 16Q: 3 clusters Score -799545.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -799647.437500 Penalty: 2680.701904
	Iteration 17Q: 3 clusters Score -799647.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -799740.562500 Penalty: 2680.701904
	Iteration 18Q: 3 clusters Score -799740.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -799821.187500 Penalty: 2680.701904
	Iteration 19Q: 3 clusters Score -799821.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -799894.812500 Penalty: 2680.701904
	Iteration 20F: 3 clusters Score -799894.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -799968.000000 Penalty: 2680.701904
	Iteration 21Q: 3 clusters Score -799968 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -800031.187500 Penalty: 2680.701904
	Iteration 22Q: 3 clusters Score -800031.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -800099.062500 Penalty: 2680.701904
	Iteration 23Q: 3 clusters Score -800099.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -800143.125000 Penalty: 2680.701904
	Iteration 24Q: 3 clusters Score -800143.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -800188.437500 Penalty: 2680.701904
	Iteration 25Q: 3 clusters Score -800188.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -800225.562500 Penalty: 2680.701904
	Iteration 26Q: 3 clusters Score -800225.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -800252.562500 Penalty: 2680.701904
	Iteration 27Q: 3 clusters Score -800252.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -800275.625000 Penalty: 2680.701904
	Iteration 28Q: 3 clusters Score -800275.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -800284.750000 Penalty: 2680.701904
	Iteration 29Q: 3 clusters Score -800284.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -800292.437500 Penalty: 2680.701904
	Iteration 30Q: 3 clusters Score -800292.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -800295.437500 Penalty: 2680.701904
	Iteration 31Q: 3 clusters Score -800295.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -800299.062500 Penalty: 2680.701904
	Iteration 32Q: 3 clusters Score -800299.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -800299.625000 Penalty: 2680.701904
	Iteration 33Q: 3 clusters Score -800299.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -800303.250000 Penalty: 2680.701904
	Iteration 34Q: 3 clusters Score -800303.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -800304.562500 Penalty: 2680.701904
	Iteration 35Q: 3 clusters Score -800304.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -800307.187500 Penalty: 2680.701904
	Iteration 36Q: 3 clusters Score -800307.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -800310.375000 Penalty: 2680.701904
	Iteration 37Q: 3 clusters Score -800310.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -800313.187500 Penalty: 2680.701904
	Iteration 38Q: 3 clusters Score -800313.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -800314.062500 Penalty: 2680.701904
	Iteration 39Q: 3 clusters Score -800314.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -800316.437500 Penalty: 2680.701904
	Iteration 40F: 3 clusters Score -800316.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -800315.750000 Penalty: 2680.701904
	Iteration 41Q: 3 clusters Score -800315.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -800316.812500 Penalty: 2680.701904
	Iteration 42Q: 3 clusters Score -800316.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -800316.812500 Penalty: 2680.701904
	Iteration 43Q: 3 clusters Score -800316.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -800318.937500 Penalty: 2680.701904
	Iteration 44Q: 3 clusters Score -800318.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -800318.937500 Penalty: 2680.701904
	Iteration 45F: 3 clusters Score -800318.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (14997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Entering Unmasked Estep 
Score: -1572678.375000 Penalty: 1430.802124
	Iteration 0F: 2 clusters Score -1572678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1562751.000000 Penalty: 2861.604248
	Iteration 0F: 3 clusters Score -1562751 nChanged 6473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1566148.000000 Penalty: 2861.604248
	Iteration 1F: 3 clusters Score -1566148 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1566495.750000 Penalty: 2861.604248
	Iteration 2F: 3 clusters Score -1566496 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1566737.375000 Penalty: 2861.604248
	Iteration 3Q: 3 clusters Score -1566737 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1566927.125000 Penalty: 2861.604248
	Iteration 4Q: 3 clusters Score -1566927 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1567095.125000 Penalty: 2861.604248
	Iteration 5Q: 3 clusters Score -1567095 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1567270.750000 Penalty: 2861.604248
	Iteration 6Q: 3 clusters Score -1567271 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1567442.625000 Penalty: 2861.604248
	Iteration 7Q: 3 clusters Score -1567443 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1567621.125000 Penalty: 2861.604248
	Iteration 8Q: 3 clusters Score -1567621 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1567844.000000 Penalty: 2861.604248
	Iteration 9Q: 3 clusters Score -1567844 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1568135.250000 Penalty: 2861.604248
	Iteration 10Q: 3 clusters Score -1568135 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1568519.125000 Penalty: 2861.604248
	Iteration 11Q: 3 clusters Score -1568519 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1568958.750000 Penalty: 2861.604248
	Iteration 12Q: 3 clusters Score -1568959 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1569396.875000 Penalty: 2861.604248
	Iteration 13Q: 3 clusters Score -1569397 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1569826.375000 Penalty: 2861.604248
	Iteration 14Q: 3 clusters Score -1569826 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1570252.125000 Penalty: 2861.604248
	Iteration 15Q: 3 clusters Score -1570252 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1570620.625000 Penalty: 2861.604248
	Iteration 16Q: 3 clusters Score -1570621 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1570898.125000 Penalty: 2861.604248
	Iteration 17Q: 3 clusters Score -1570898 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1571111.250000 Penalty: 2861.604248
	Iteration 18Q: 3 clusters Score -1571111 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1571240.750000 Penalty: 2861.604248
	Iteration 19Q: 3 clusters Score -1571241 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1571323.250000 Penalty: 2861.604248
	Iteration 20F: 3 clusters Score -1571323 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1571380.625000 Penalty: 2861.604248
	Iteration 21Q: 3 clusters Score -1571381 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1571414.625000 Penalty: 2861.604248
	Iteration 22Q: 3 clusters Score -1571415 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1571429.750000 Penalty: 2861.604248
	Iteration 23Q: 3 clusters Score -1571430 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1571442.625000 Penalty: 2861.604248
	Iteration 24Q: 3 clusters Score -1571443 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1571456.125000 Penalty: 2861.604248
	Iteration 25Q: 3 clusters Score -1571456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1571461.625000 Penalty: 2861.604248
	Iteration 26Q: 3 clusters Score -1571462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1571467.125000 Penalty: 2861.604248
	Iteration 27Q: 3 clusters Score -1571467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1571474.125000 Penalty: 2861.604248
	Iteration 28Q: 3 clusters Score -1571474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1571477.125000 Penalty: 2861.604248
	Iteration 29Q: 3 clusters Score -1571477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1571479.625000 Penalty: 2861.604248
	Iteration 30Q: 3 clusters Score -1571480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1571485.000000 Penalty: 2861.604248
	Iteration 31Q: 3 clusters Score -1571485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1571487.250000 Penalty: 2861.604248
	Iteration 32Q: 3 clusters Score -1571487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1571490.000000 Penalty: 2861.604248
	Iteration 33Q: 3 clusters Score -1571490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1571494.750000 Penalty: 2861.604248
	Iteration 34Q: 3 clusters Score -1571495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1571495.750000 Penalty: 2861.604248
	Iteration 35Q: 3 clusters Score -1571496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1571496.500000 Penalty: 2861.604248
	Iteration 36Q: 3 clusters Score -1571496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1571500.875000 Penalty: 2861.604248
	Iteration 37Q: 3 clusters Score -1571501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1571500.500000 Penalty: 2861.604248
	Iteration 38Q: 3 clusters Score -1571500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1571501.500000 Penalty: 2861.604248
	Iteration 39Q: 3 clusters Score -1571502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1571503.375000 Penalty: 2861.604248
	Iteration 40F: 3 clusters Score -1571503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (4545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Entering Unmasked Estep 
Score: -441101.218750 Penalty: 1253.161377
	Iteration 0F: 2 clusters Score -441101.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -437649.875000 Penalty: 2506.322754
	Iteration 0F: 3 clusters Score -437649.9 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -438719.406250 Penalty: 2506.322754
	Iteration 1F: 3 clusters Score -438719.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -438922.218750 Penalty: 2506.322754
	Iteration 2F: 3 clusters Score -438922.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -439060.562500 Penalty: 2506.322754
	Iteration 3F: 3 clusters Score -439060.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -439152.593750 Penalty: 2506.322754
	Iteration 4Q: 3 clusters Score -439152.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -439203.562500 Penalty: 2506.322754
	Iteration 5Q: 3 clusters Score -439203.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -439240.000000 Penalty: 2506.322754
	Iteration 6Q: 3 clusters Score -439240 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -439266.718750 Penalty: 2506.322754
	Iteration 7Q: 3 clusters Score -439266.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -439291.781250 Penalty: 2506.322754
	Iteration 8Q: 3 clusters Score -439291.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -439313.875000 Penalty: 2506.322754
	Iteration 9Q: 3 clusters Score -439313.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -439327.968750 Penalty: 2506.322754
	Iteration 10Q: 3 clusters Score -439328 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -439343.281250 Penalty: 2506.322754
	Iteration 11Q: 3 clusters Score -439343.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -439354.375000 Penalty: 2506.322754
	Iteration 12Q: 3 clusters Score -439354.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -439364.156250 Penalty: 2506.322754
	Iteration 13Q: 3 clusters Score -439364.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -439374.687500 Penalty: 2506.322754
	Iteration 14Q: 3 clusters Score -439374.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -439385.875000 Penalty: 2506.322754
	Iteration 15Q: 3 clusters Score -439385.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -439397.687500 Penalty: 2506.322754
	Iteration 16Q: 3 clusters Score -439397.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -439408.937500 Penalty: 2506.322754
	Iteration 17Q: 3 clusters Score -439408.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -439418.656250 Penalty: 2506.322754
	Iteration 18Q: 3 clusters Score -439418.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -439429.250000 Penalty: 2506.322754
	Iteration 19Q: 3 clusters Score -439429.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -439440.531250 Penalty: 2506.322754
	Iteration 20F: 3 clusters Score -439440.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -439454.156250 Penalty: 2506.322754
	Iteration 21Q: 3 clusters Score -439454.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -439464.843750 Penalty: 2506.322754
	Iteration 22Q: 3 clusters Score -439464.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -439476.562500 Penalty: 2506.322754
	Iteration 23Q: 3 clusters Score -439476.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -439484.000000 Penalty: 2506.322754
	Iteration 24Q: 3 clusters Score -439484 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -439493.843750 Penalty: 2506.322754
	Iteration 25Q: 3 clusters Score -439493.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -439502.031250 Penalty: 2506.322754
	Iteration 26Q: 3 clusters Score -439502 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -439509.218750 Penalty: 2506.322754
	Iteration 27Q: 3 clusters Score -439509.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -439512.531250 Penalty: 2506.322754
	Iteration 28Q: 3 clusters Score -439512.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -439518.312500 Penalty: 2506.322754
	Iteration 29Q: 3 clusters Score -439518.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -439524.687500 Penalty: 2506.322754
	Iteration 30Q: 3 clusters Score -439524.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -439529.968750 Penalty: 2506.322754
	Iteration 31Q: 3 clusters Score -439530 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -439536.343750 Penalty: 2506.322754
	Iteration 32Q: 3 clusters Score -439536.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -439543.218750 Penalty: 2506.322754
	Iteration 33Q: 3 clusters Score -439543.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -439550.156250 Penalty: 2506.322754
	Iteration 34Q: 3 clusters Score -439550.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -439559.187500 Penalty: 2506.322754
	Iteration 35Q: 3 clusters Score -439559.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -439567.656250 Penalty: 2506.322754
	Iteration 36Q: 3 clusters Score -439567.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -439571.437500 Penalty: 2506.322754
	Iteration 37Q: 3 clusters Score -439571.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -439574.187500 Penalty: 2506.322754
	Iteration 38Q: 3 clusters Score -439574.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -439577.250000 Penalty: 2506.322754
	Iteration 39Q: 3 clusters Score -439577.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -439578.968750 Penalty: 2506.322754
	Iteration 40F: 3 clusters Score -439579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -439580.750000 Penalty: 2506.322754
	Iteration 41Q: 3 clusters Score -439580.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -439581.625000 Penalty: 2506.322754
	Iteration 42Q: 3 clusters Score -439581.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -439582.781250 Penalty: 2506.322754
	Iteration 43Q: 3 clusters Score -439582.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -439585.281250 Penalty: 2506.322754
	Iteration 44Q: 3 clusters Score -439585.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -439587.562500 Penalty: 2506.322754
	Iteration 45Q: 3 clusters Score -439587.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -439589.781250 Penalty: 2506.322754
	Iteration 46Q: 3 clusters Score -439589.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -439592.156250 Penalty: 2506.322754
	Iteration 47Q: 3 clusters Score -439592.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -439592.468750 Penalty: 2506.322754
	Iteration 48Q: 3 clusters Score -439592.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -439594.031250 Penalty: 2506.322754
	Iteration 49Q: 3 clusters Score -439594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -439596.468750 Penalty: 2506.322754
	Iteration 50Q: 3 clusters Score -439596.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -439596.937500 Penalty: 2506.322754
	Iteration 51Q: 3 clusters Score -439596.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -439596.937500 Penalty: 2506.322754
	Iteration 52F: 3 clusters Score -439596.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (2198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Entering Unmasked Estep 
Score: -204532.187500 Penalty: 1145.061157
	Iteration 0F: 2 clusters Score -204532.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -202575.031250 Penalty: 2290.122314
	Iteration 0F: 3 clusters Score -202575 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -203103.796875 Penalty: 2290.122314
	Iteration 1F: 3 clusters Score -203103.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -203218.031250 Penalty: 2290.122314
	Iteration 2F: 3 clusters Score -203218 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -203291.468750 Penalty: 2290.122314
	Iteration 3Q: 3 clusters Score -203291.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -203370.750000 Penalty: 2290.122314
	Iteration 4Q: 3 clusters Score -203370.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -203408.156250 Penalty: 2290.122314
	Iteration 5Q: 3 clusters Score -203408.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -203443.265625 Penalty: 2290.122314
	Iteration 6Q: 3 clusters Score -203443.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -203466.171875 Penalty: 2290.122314
	Iteration 7Q: 3 clusters Score -203466.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -203486.078125 Penalty: 2290.122314
	Iteration 8Q: 3 clusters Score -203486.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -203499.265625 Penalty: 2290.122314
	Iteration 9Q: 3 clusters Score -203499.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -203514.671875 Penalty: 2290.122314
	Iteration 10Q: 3 clusters Score -203514.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -203524.562500 Penalty: 2290.122314
	Iteration 11Q: 3 clusters Score -203524.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -203529.328125 Penalty: 2290.122314
	Iteration 12Q: 3 clusters Score -203529.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -203530.968750 Penalty: 2290.122314
	Iteration 13Q: 3 clusters Score -203531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -203533.171875 Penalty: 2290.122314
	Iteration 14Q: 3 clusters Score -203533.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -203535.125000 Penalty: 2290.122314
	Iteration 15Q: 3 clusters Score -203535.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -203536.578125 Penalty: 2290.122314
	Iteration 16Q: 3 clusters Score -203536.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -203538.031250 Penalty: 2290.122314
	Iteration 17Q: 3 clusters Score -203538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -203538.031250 Penalty: 2290.122314
	Iteration 18F: 3 clusters Score -203538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Entering Unmasked Estep 
Score: -165318.390625 Penalty: 1099.383301
	Iteration 0F: 2 clusters Score -165318.4 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 809 members 
Entering Unmasked Estep 
Score: -163695.765625 Penalty: 2198.766602
	Iteration 0F: 3 clusters Score -163695.8 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -164098.515625 Penalty: 2198.766602
	Iteration 1F: 3 clusters Score -164098.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -164245.796875 Penalty: 2198.766602
	Iteration 2F: 3 clusters Score -164245.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -164350.046875 Penalty: 2198.766602
	Iteration 3F: 3 clusters Score -164350 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -164425.062500 Penalty: 2198.766602
	Iteration 4Q: 3 clusters Score -164425.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -164483.500000 Penalty: 2198.766602
	Iteration 5Q: 3 clusters Score -164483.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -164522.031250 Penalty: 2198.766602
	Iteration 6Q: 3 clusters Score -164522 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -164548.562500 Penalty: 2198.766602
	Iteration 7Q: 3 clusters Score -164548.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -164576.812500 Penalty: 2198.766602
	Iteration 8Q: 3 clusters Score -164576.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -164604.859375 Penalty: 2198.766602
	Iteration 9Q: 3 clusters Score -164604.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -164628.843750 Penalty: 2198.766602
	Iteration 10Q: 3 clusters Score -164628.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -164641.781250 Penalty: 2198.766602
	Iteration 11Q: 3 clusters Score -164641.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -164648.109375 Penalty: 2198.766602
	Iteration 12Q: 3 clusters Score -164648.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -164652.234375 Penalty: 2198.766602
	Iteration 13Q: 3 clusters Score -164652.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -164653.796875 Penalty: 2198.766602
	Iteration 14Q: 3 clusters Score -164653.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -164657.015625 Penalty: 2198.766602
	Iteration 15Q: 3 clusters Score -164657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -164660.171875 Penalty: 2198.766602
	Iteration 16Q: 3 clusters Score -164660.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -164660.703125 Penalty: 2198.766602
	Iteration 17Q: 3 clusters Score -164660.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -164662.781250 Penalty: 2198.766602
	Iteration 18Q: 3 clusters Score -164662.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -164665.125000 Penalty: 2198.766602
	Iteration 19Q: 3 clusters Score -164665.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -164666.812500 Penalty: 2198.766602
	Iteration 20F: 3 clusters Score -164666.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (11624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Entering Unmasked Estep 
Score: -1221943.750000 Penalty: 1392.891113
	Iteration 0F: 2 clusters Score -1221944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1214112.250000 Penalty: 2785.782227
	Iteration 0F: 3 clusters Score -1214112 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1216796.500000 Penalty: 2785.782227
	Iteration 1F: 3 clusters Score -1216796 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1217104.625000 Penalty: 2785.782227
	Iteration 2F: 3 clusters Score -1217105 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1217296.125000 Penalty: 2785.782227
	Iteration 3Q: 3 clusters Score -1217296 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1217420.375000 Penalty: 2785.782227
	Iteration 4Q: 3 clusters Score -1217420 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1217524.250000 Penalty: 2785.782227
	Iteration 5Q: 3 clusters Score -1217524 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1217625.000000 Penalty: 2785.782227
	Iteration 6Q: 3 clusters Score -1217625 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1217730.500000 Penalty: 2785.782227
	Iteration 7Q: 3 clusters Score -1217730 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1217839.000000 Penalty: 2785.782227
	Iteration 8Q: 3 clusters Score -1217839 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1217959.375000 Penalty: 2785.782227
	Iteration 9Q: 3 clusters Score -1217959 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1218092.375000 Penalty: 2785.782227
	Iteration 10Q: 3 clusters Score -1218092 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1218250.750000 Penalty: 2785.782227
	Iteration 11Q: 3 clusters Score -1218251 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1218398.750000 Penalty: 2785.782227
	Iteration 12Q: 3 clusters Score -1218399 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1218566.625000 Penalty: 2785.782227
	Iteration 13Q: 3 clusters Score -1218567 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1218762.125000 Penalty: 2785.782227
	Iteration 14Q: 3 clusters Score -1218762 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1218988.500000 Penalty: 2785.782227
	Iteration 15Q: 3 clusters Score -1218988 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1219235.125000 Penalty: 2785.782227
	Iteration 16Q: 3 clusters Score -1219235 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1219508.000000 Penalty: 2785.782227
	Iteration 17Q: 3 clusters Score -1219508 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1219729.250000 Penalty: 2785.782227
	Iteration 18Q: 3 clusters Score -1219729 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1219956.500000 Penalty: 2785.782227
	Iteration 19Q: 3 clusters Score -1219956 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1220156.625000 Penalty: 2785.782227
	Iteration 20F: 3 clusters Score -1220157 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1220330.375000 Penalty: 2785.782227
	Iteration 21Q: 3 clusters Score -1220330 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1220466.250000 Penalty: 2785.782227
	Iteration 22Q: 3 clusters Score -1220466 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1220569.000000 Penalty: 2785.782227
	Iteration 23Q: 3 clusters Score -1220569 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1220652.250000 Penalty: 2785.782227
	Iteration 24Q: 3 clusters Score -1220652 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1220736.000000 Penalty: 2785.782227
	Iteration 25Q: 3 clusters Score -1220736 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1220798.625000 Penalty: 2785.782227
	Iteration 26Q: 3 clusters Score -1220799 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1220849.625000 Penalty: 2785.782227
	Iteration 27Q: 3 clusters Score -1220850 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1220895.750000 Penalty: 2785.782227
	Iteration 28Q: 3 clusters Score -1220896 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1220934.375000 Penalty: 2785.782227
	Iteration 29Q: 3 clusters Score -1220934 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1220964.250000 Penalty: 2785.782227
	Iteration 30Q: 3 clusters Score -1220964 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1220980.875000 Penalty: 2785.782227
	Iteration 31Q: 3 clusters Score -1220981 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1220993.000000 Penalty: 2785.782227
	Iteration 32Q: 3 clusters Score -1220993 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1221005.875000 Penalty: 2785.782227
	Iteration 33Q: 3 clusters Score -1221006 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1221015.000000 Penalty: 2785.782227
	Iteration 34Q: 3 clusters Score -1221015 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1221015.375000 Penalty: 2785.782227
	Iteration 35Q: 3 clusters Score -1221015 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1221021.750000 Penalty: 2785.782227
	Iteration 36Q: 3 clusters Score -1221022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1221030.000000 Penalty: 2785.782227
	Iteration 37Q: 3 clusters Score -1221030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1221029.750000 Penalty: 2785.782227
	Iteration 38Q: 3 clusters Score -1221030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1221033.750000 Penalty: 2785.782227
	Iteration 39Q: 3 clusters Score -1221034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1221034.375000 Penalty: 2785.782227
	Iteration 40F: 3 clusters Score -1221034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1221034.875000 Penalty: 2785.782227
	Iteration 41Q: 3 clusters Score -1221035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1221037.375000 Penalty: 2785.782227
	Iteration 42Q: 3 clusters Score -1221037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1221041.125000 Penalty: 2785.782227
	Iteration 43Q: 3 clusters Score -1221041 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1221045.125000 Penalty: 2785.782227
	Iteration 44Q: 3 clusters Score -1221045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1221047.500000 Penalty: 2785.782227
	Iteration 45Q: 3 clusters Score -1221048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1221050.125000 Penalty: 2785.782227
	Iteration 46Q: 3 clusters Score -1221050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1221050.625000 Penalty: 2785.782227
	Iteration 47Q: 3 clusters Score -1221051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1221050.625000 Penalty: 2785.782227
	Iteration 48F: 3 clusters Score -1221051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Entering Unmasked Estep 
Score: -19294.017578 Penalty: 814.897766
	Iteration 0F: 2 clusters Score -19294.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -18827.273438 Penalty: 1629.795532
	Iteration 0F: 3 clusters Score -18827.27 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -18936.974609 Penalty: 1629.795532
	Iteration 1F: 3 clusters Score -18936.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -18964.095703 Penalty: 1629.795532
	Iteration 2Q: 3 clusters Score -18964.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -18968.779297 Penalty: 1629.795532
	Iteration 3Q: 3 clusters Score -18968.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -18971.962891 Penalty: 1629.795532
	Iteration 4Q: 3 clusters Score -18971.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -18974.400391 Penalty: 1629.795532
	Iteration 5Q: 3 clusters Score -18974.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -18982.550781 Penalty: 1629.795532
	Iteration 6Q: 3 clusters Score -18982.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -18982.550781 Penalty: 1629.795532
	Iteration 7F: 3 clusters Score -18982.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (4019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Entering Unmasked Estep 
Score: -371973.312500 Penalty: 1234.859741
	Iteration 0F: 2 clusters Score -371973.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -368883.343750 Penalty: 2469.719482
	Iteration 0F: 3 clusters Score -368883.3 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -369750.187500 Penalty: 2469.719482
	Iteration 1F: 3 clusters Score -369750.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -369958.843750 Penalty: 2469.719482
	Iteration 2F: 3 clusters Score -369958.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -370065.125000 Penalty: 2469.719482
	Iteration 3Q: 3 clusters Score -370065.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -370138.000000 Penalty: 2469.719482
	Iteration 4Q: 3 clusters Score -370138 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -370185.562500 Penalty: 2469.719482
	Iteration 5Q: 3 clusters Score -370185.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -370231.000000 Penalty: 2469.719482
	Iteration 6Q: 3 clusters Score -370231 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -370282.875000 Penalty: 2469.719482
	Iteration 7Q: 3 clusters Score -370282.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -370347.000000 Penalty: 2469.719482
	Iteration 8Q: 3 clusters Score -370347 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -370405.218750 Penalty: 2469.719482
	Iteration 9Q: 3 clusters Score -370405.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -370459.500000 Penalty: 2469.719482
	Iteration 10Q: 3 clusters Score -370459.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -370511.968750 Penalty: 2469.719482
	Iteration 11Q: 3 clusters Score -370512 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -370563.281250 Penalty: 2469.719482
	Iteration 12Q: 3 clusters Score -370563.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -370604.718750 Penalty: 2469.719482
	Iteration 13Q: 3 clusters Score -370604.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -370639.843750 Penalty: 2469.719482
	Iteration 14Q: 3 clusters Score -370639.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -370673.343750 Penalty: 2469.719482
	Iteration 15Q: 3 clusters Score -370673.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -370697.750000 Penalty: 2469.719482
	Iteration 16Q: 3 clusters Score -370697.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -370722.937500 Penalty: 2469.719482
	Iteration 17Q: 3 clusters Score -370722.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -370747.468750 Penalty: 2469.719482
	Iteration 18Q: 3 clusters Score -370747.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -370769.843750 Penalty: 2469.719482
	Iteration 19Q: 3 clusters Score -370769.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -370787.031250 Penalty: 2469.719482
	Iteration 20F: 3 clusters Score -370787 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -370799.187500 Penalty: 2469.719482
	Iteration 21Q: 3 clusters Score -370799.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -370812.218750 Penalty: 2469.719482
	Iteration 22Q: 3 clusters Score -370812.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -370819.312500 Penalty: 2469.719482
	Iteration 23Q: 3 clusters Score -370819.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -370828.187500 Penalty: 2469.719482
	Iteration 24Q: 3 clusters Score -370828.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -370836.093750 Penalty: 2469.719482
	Iteration 25Q: 3 clusters Score -370836.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -370842.343750 Penalty: 2469.719482
	Iteration 26Q: 3 clusters Score -370842.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -370849.281250 Penalty: 2469.719482
	Iteration 27Q: 3 clusters Score -370849.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -370855.625000 Penalty: 2469.719482
	Iteration 28Q: 3 clusters Score -370855.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -370864.843750 Penalty: 2469.719482
	Iteration 29Q: 3 clusters Score -370864.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -370875.562500 Penalty: 2469.719482
	Iteration 30Q: 3 clusters Score -370875.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -370883.156250 Penalty: 2469.719482
	Iteration 31Q: 3 clusters Score -370883.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -370891.812500 Penalty: 2469.719482
	Iteration 32Q: 3 clusters Score -370891.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -370899.906250 Penalty: 2469.719482
	Iteration 33Q: 3 clusters Score -370899.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -370910.406250 Penalty: 2469.719482
	Iteration 34Q: 3 clusters Score -370910.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -370922.906250 Penalty: 2469.719482
	Iteration 35Q: 3 clusters Score -370922.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -370932.906250 Penalty: 2469.719482
	Iteration 36Q: 3 clusters Score -370932.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -370943.750000 Penalty: 2469.719482
	Iteration 37Q: 3 clusters Score -370943.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -370953.937500 Penalty: 2469.719482
	Iteration 38Q: 3 clusters Score -370953.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -370963.000000 Penalty: 2469.719482
	Iteration 39Q: 3 clusters Score -370963 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -370969.687500 Penalty: 2469.719482
	Iteration 40F: 3 clusters Score -370969.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -370977.000000 Penalty: 2469.719482
	Iteration 41Q: 3 clusters Score -370977 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -370984.531250 Penalty: 2469.719482
	Iteration 42Q: 3 clusters Score -370984.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -370992.406250 Penalty: 2469.719482
	Iteration 43Q: 3 clusters Score -370992.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -371000.281250 Penalty: 2469.719482
	Iteration 44Q: 3 clusters Score -371000.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -371005.968750 Penalty: 2469.719482
	Iteration 45Q: 3 clusters Score -371006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -371009.968750 Penalty: 2469.719482
	Iteration 46Q: 3 clusters Score -371010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -371012.812500 Penalty: 2469.719482
	Iteration 47Q: 3 clusters Score -371012.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -371015.250000 Penalty: 2469.719482
	Iteration 48Q: 3 clusters Score -371015.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -371015.312500 Penalty: 2469.719482
	Iteration 49Q: 3 clusters Score -371015.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -371017.968750 Penalty: 2469.719482
	Iteration 50Q: 3 clusters Score -371018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -371021.218750 Penalty: 2469.719482
	Iteration 51Q: 3 clusters Score -371021.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -371023.781250 Penalty: 2469.719482
	Iteration 52Q: 3 clusters Score -371023.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -371029.062500 Penalty: 2469.719482
	Iteration 53Q: 3 clusters Score -371029.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -371037.468750 Penalty: 2469.719482
	Iteration 54Q: 3 clusters Score -371037.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -371045.125000 Penalty: 2469.719482
	Iteration 55Q: 3 clusters Score -371045.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -371053.750000 Penalty: 2469.719482
	Iteration 56Q: 3 clusters Score -371053.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -371061.562500 Penalty: 2469.719482
	Iteration 57Q: 3 clusters Score -371061.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -371070.625000 Penalty: 2469.719482
	Iteration 58Q: 3 clusters Score -371070.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -371077.625000 Penalty: 2469.719482
	Iteration 59Q: 3 clusters Score -371077.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -371082.968750 Penalty: 2469.719482
	Iteration 60F: 3 clusters Score -371083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -371085.656250 Penalty: 2469.719482
	Iteration 61Q: 3 clusters Score -371085.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -371088.468750 Penalty: 2469.719482
	Iteration 62Q: 3 clusters Score -371088.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -371089.062500 Penalty: 2469.719482
	Iteration 63Q: 3 clusters Score -371089.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -371089.718750 Penalty: 2469.719482
	Iteration 64Q: 3 clusters Score -371089.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -371090.718750 Penalty: 2469.719482
	Iteration 65Q: 3 clusters Score -371090.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -371093.062500 Penalty: 2469.719482
	Iteration 66Q: 3 clusters Score -371093.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -371093.031250 Penalty: 2469.719482
	Iteration 67Q: 3 clusters Score -371093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -371093.968750 Penalty: 2469.719482
	Iteration 68Q: 3 clusters Score -371094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -371093.843750 Penalty: 2469.719482
	Iteration 69Q: 3 clusters Score -371093.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -371093.875000 Penalty: 2469.719482
	Iteration 70Q: 3 clusters Score -371093.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -371095.437500 Penalty: 2469.719482
	Iteration 71Q: 3 clusters Score -371095.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -371095.937500 Penalty: 2469.719482
	Iteration 72Q: 3 clusters Score -371095.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -371097.187500 Penalty: 2469.719482
	Iteration 73Q: 3 clusters Score -371097.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -371097.562500 Penalty: 2469.719482
	Iteration 74Q: 3 clusters Score -371097.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -371098.718750 Penalty: 2469.719482
	Iteration 75Q: 3 clusters Score -371098.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -371101.812500 Penalty: 2469.719482
	Iteration 76Q: 3 clusters Score -371101.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -371102.531250 Penalty: 2469.719482
	Iteration 77Q: 3 clusters Score -371102.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -371103.375000 Penalty: 2469.719482
	Iteration 78Q: 3 clusters Score -371103.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -371103.375000 Penalty: 2469.719482
	Iteration 79F: 3 clusters Score -371103.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 55919 members 
Mstep: Class 2 contains 700 members 
Mstep: Class 3 contains 49713 members 
Mstep: Class 4 contains 10520 members 
Mstep: Class 5 contains 110782 members 
Mstep: Class 6 contains 37561 members 
Mstep: Class 7 contains 36542 members 
Mstep: Class 8 contains 3867 members 
Mstep: Class 9 contains 10414 members 
Mstep: Class 10 contains 12281 members 
Mstep: Class 11 contains 7129 members 
Mstep: Class 12 contains 24439 members 
Mstep: Class 13 contains 4003 members 
Mstep: Class 14 contains 4536 members 
Mstep: Class 15 contains 2839 members 
Mstep: Class 16 contains 37884 members 
Mstep: Class 17 contains 35139 members 
Mstep: Class 18 contains 11089 members 
Mstep: Class 19 contains 7378 members 
Mstep: Class 20 contains 1393 members 
Mstep: Class 21 contains 36671 members 
Mstep: Class 22 contains 5571 members 
Mstep: Class 23 contains 4446 members 
Mstep: Class 24 contains 6403 members 
Mstep: Class 25 contains 14681 members 
Mstep: Class 26 contains 3680 members 
Mstep: Class 27 contains 18496 members 
Mstep: Class 28 contains 9811 members 
Mstep: Class 29 contains 15109 members 
Mstep: Class 30 contains 16090 members 
Mstep: Class 31 contains 9286 members 
Mstep: Class 32 contains 106036 members 
Mstep: Class 33 contains 17967 members 
Mstep: Class 34 contains 8883 members 
Mstep: Class 35 contains 36436 members 
Mstep: Class 36 contains 2275 members 
Mstep: Class 37 contains 37524 members 
Mstep: Class 38 contains 14869 members 
Mstep: Class 39 contains 17549 members 
Mstep: Class 40 contains 5854 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 8166 members 
Mstep: Class 43 contains 14997 members 
Mstep: Class 44 contains 4545 members 
Mstep: Class 45 contains 2198 members 
Mstep: Class 46 contains 1617 members 
Mstep: Class 47 contains 11624 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 4019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88125096.000000 Penalty: 99961.906250
Iteration 199Q: 50 clusters Score -8.81251e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 55918 members 
Mstep: Class 2 contains 700 members 
Mstep: Class 3 contains 49714 members 
Mstep: Class 4 contains 10520 members 
Mstep: Class 5 contains 110777 members 
Mstep: Class 6 contains 37562 members 
Mstep: Class 7 contains 36543 members 
Mstep: Class 8 contains 3867 members 
Mstep: Class 9 contains 10412 members 
Mstep: Class 10 contains 12282 members 
Mstep: Class 11 contains 7129 members 
Mstep: Class 12 contains 24438 members 
Mstep: Class 13 contains 4003 members 
Mstep: Class 14 contains 4535 members 
Mstep: Class 15 contains 2839 members 
Mstep: Class 16 contains 37884 members 
Mstep: Class 17 contains 35138 members 
Mstep: Class 18 contains 11089 members 
Mstep: Class 19 contains 7376 members 
Mstep: Class 20 contains 1394 members 
Mstep: Class 21 contains 36672 members 
Mstep: Class 22 contains 5571 members 
Mstep: Class 23 contains 4446 members 
Mstep: Class 24 contains 6403 members 
Mstep: Class 25 contains 14681 members 
Mstep: Class 26 contains 3680 members 
Mstep: Class 27 contains 18496 members 
Mstep: Class 28 contains 9810 members 
Mstep: Class 29 contains 15109 members 
Mstep: Class 30 contains 16090 members 
Mstep: Class 31 contains 9286 members 
Mstep: Class 32 contains 106034 members 
Mstep: Class 33 contains 17967 members 
Mstep: Class 34 contains 8883 members 
Mstep: Class 35 contains 36439 members 
Mstep: Class 36 contains 2275 members 
Mstep: Class 37 contains 37525 members 
Mstep: Class 38 contains 14869 members 
Mstep: Class 39 contains 17548 members 
Mstep: Class 40 contains 5854 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 8171 members 
Mstep: Class 43 contains 14997 members 
Mstep: Class 44 contains 4547 members 
Mstep: Class 45 contains 2198 members 
Mstep: Class 46 contains 1617 members 
Mstep: Class 47 contains 11624 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 4019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88125080.000000 Penalty: 99961.906250
Iteration 200F: 50 clusters Score -8.812508e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 55914 members 
Mstep: Class 2 contains 700 members 
Mstep: Class 3 contains 49714 members 
Mstep: Class 4 contains 10520 members 
Mstep: Class 5 contains 110775 members 
Mstep: Class 6 contains 37566 members 
Mstep: Class 7 contains 36544 members 
Mstep: Class 8 contains 3867 members 
Mstep: Class 9 contains 10411 members 
Mstep: Class 10 contains 12281 members 
Mstep: Class 11 contains 7131 members 
Mstep: Class 12 contains 24436 members 
Mstep: Class 13 contains 4004 members 
Mstep: Class 14 contains 4533 members 
Mstep: Class 15 contains 2841 members 
Mstep: Class 16 contains 37884 members 
Mstep: Class 17 contains 35135 members 
Mstep: Class 18 contains 11088 members 
Mstep: Class 19 contains 7376 members 
Mstep: Class 20 contains 1396 members 
Mstep: Class 21 contains 36673 members 
Mstep: Class 22 contains 5571 members 
Mstep: Class 23 contains 4446 members 
Mstep: Class 24 contains 6403 members 
Mstep: Class 25 contains 14681 members 
Mstep: Class 26 contains 3679 members 
Mstep: Class 27 contains 18497 members 
Mstep: Class 28 contains 9807 members 
Mstep: Class 29 contains 15109 members 
Mstep: Class 30 contains 16090 members 
Mstep: Class 31 contains 9286 members 
Mstep: Class 32 contains 106032 members 
Mstep: Class 33 contains 17967 members 
Mstep: Class 34 contains 8883 members 
Mstep: Class 35 contains 36441 members 
Mstep: Class 36 contains 2275 members 
Mstep: Class 37 contains 37526 members 
Mstep: Class 38 contains 14869 members 
Mstep: Class 39 contains 17548 members 
Mstep: Class 40 contains 5854 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 8172 members 
Mstep: Class 43 contains 14997 members 
Mstep: Class 44 contains 4549 members 
Mstep: Class 45 contains 2198 members 
Mstep: Class 46 contains 1618 members 
Mstep: Class 47 contains 11624 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 4020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88124992.000000 Penalty: 99961.906250
Iteration 201Q: 50 clusters Score -8.812499e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 55912 members 
Mstep: Class 2 contains 700 members 
Mstep: Class 3 contains 49716 members 
Mstep: Class 4 contains 10519 members 
Mstep: Class 5 contains 110773 members 
Mstep: Class 6 contains 37570 members 
Mstep: Class 7 contains 36546 members 
Mstep: Class 8 contains 3867 members 
Mstep: Class 9 contains 10410 members 
Mstep: Class 10 contains 12281 members 
Mstep: Class 11 contains 7131 members 
Mstep: Class 12 contains 24434 members 
Mstep: Class 13 contains 4004 members 
Mstep: Class 14 contains 4532 members 
Mstep: Class 15 contains 2842 members 
Mstep: Class 16 contains 37883 members 
Mstep: Class 17 contains 35133 members 
Mstep: Class 18 contains 11087 members 
Mstep: Class 19 contains 7377 members 
Mstep: Class 20 contains 1398 members 
Mstep: Class 21 contains 36674 members 
Mstep: Class 22 contains 5571 members 
Mstep: Class 23 contains 4445 members 
Mstep: Class 24 contains 6403 members 
Mstep: Class 25 contains 14681 members 
Mstep: Class 26 contains 3679 members 
Mstep: Class 27 contains 18497 members 
Mstep: Class 28 contains 9803 members 
Mstep: Class 29 contains 15109 members 
Mstep: Class 30 contains 16091 members 
Mstep: Class 31 contains 9286 members 
Mstep: Class 32 contains 106030 members 
Mstep: Class 33 contains 17967 members 
Mstep: Class 34 contains 8883 members 
Mstep: Class 35 contains 36443 members 
Mstep: Class 36 contains 2275 members 
Mstep: Class 37 contains 37527 members 
Mstep: Class 38 contains 14869 members 
Mstep: Class 39 contains 17549 members 
Mstep: Class 40 contains 5854 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 8172 members 
Mstep: Class 43 contains 14997 members 
Mstep: Class 44 contains 4551 members 
Mstep: Class 45 contains 2198 members 
Mstep: Class 46 contains 1619 members 
Mstep: Class 47 contains 11624 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 4019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88124976.000000 Penalty: 99961.906250
Iteration 202Q: 50 clusters Score -8.812498e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 55913 members 
Mstep: Class 2 contains 700 members 
Mstep: Class 3 contains 49716 members 
Mstep: Class 4 contains 10519 members 
Mstep: Class 5 contains 110771 members 
Mstep: Class 6 contains 37571 members 
Mstep: Class 7 contains 36544 members 
Mstep: Class 8 contains 3867 members 
Mstep: Class 9 contains 10410 members 
Mstep: Class 10 contains 12282 members 
Mstep: Class 11 contains 7130 members 
Mstep: Class 12 contains 24436 members 
Mstep: Class 13 contains 4004 members 
Mstep: Class 14 contains 4531 members 
Mstep: Class 15 contains 2842 members 
Mstep: Class 16 contains 37883 members 
Mstep: Class 17 contains 35131 members 
Mstep: Class 18 contains 11087 members 
Mstep: Class 19 contains 7376 members 
Mstep: Class 20 contains 1401 members 
Mstep: Class 21 contains 36672 members 
Mstep: Class 22 contains 5571 members 
Mstep: Class 23 contains 4442 members 
Mstep: Class 24 contains 6403 members 
Mstep: Class 25 contains 14681 members 
Mstep: Class 26 contains 3679 members 
Mstep: Class 27 contains 18498 members 
Mstep: Class 28 contains 9798 members 
Mstep: Class 29 contains 15109 members 
Mstep: Class 30 contains 16094 members 
Mstep: Class 31 contains 9286 members 
Mstep: Class 32 contains 106033 members 
Mstep: Class 33 contains 17967 members 
Mstep: Class 34 contains 8883 members 
Mstep: Class 35 contains 36443 members 
Mstep: Class 36 contains 2275 members 
Mstep: Class 37 contains 37527 members 
Mstep: Class 38 contains 14869 members 
Mstep: Class 39 contains 17549 members 
Mstep: Class 40 contains 5854 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 8174 members 
Mstep: Class 43 contains 14997 members 
Mstep: Class 44 contains 4554 members 
Mstep: Class 45 contains 2198 members 
Mstep: Class 46 contains 1618 members 
Mstep: Class 47 contains 11624 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 4019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88125000.000000 Penalty: 99961.906250
Iteration 203Q: 50 clusters Score -8.8125e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 55913 members 
Mstep: Class 2 contains 700 members 
Mstep: Class 3 contains 49717 members 
Mstep: Class 4 contains 10519 members 
Mstep: Class 5 contains 110768 members 
Mstep: Class 6 contains 37574 members 
Mstep: Class 7 contains 36540 members 
Mstep: Class 8 contains 3867 members 
Mstep: Class 9 contains 10410 members 
Mstep: Class 10 contains 12282 members 
Mstep: Class 11 contains 7131 members 
Mstep: Class 12 contains 24435 members 
Mstep: Class 13 contains 4004 members 
Mstep: Class 14 contains 4533 members 
Mstep: Class 15 contains 2843 members 
Mstep: Class 16 contains 37883 members 
Mstep: Class 17 contains 35128 members 
Mstep: Class 18 contains 11087 members 
Mstep: Class 19 contains 7376 members 
Mstep: Class 20 contains 1404 members 
Mstep: Class 21 contains 36673 members 
Mstep: Class 22 contains 5571 members 
Mstep: Class 23 contains 4439 members 
Mstep: Class 24 contains 6403 members 
Mstep: Class 25 contains 14681 members 
Mstep: Class 26 contains 3678 members 
Mstep: Class 27 contains 18499 members 
Mstep: Class 28 contains 9795 members 
Mstep: Class 29 contains 15108 members 
Mstep: Class 30 contains 16095 members 
Mstep: Class 31 contains 9286 members 
Mstep: Class 32 contains 106035 members 
Mstep: Class 33 contains 17967 members 
Mstep: Class 34 contains 8883 members 
Mstep: Class 35 contains 36443 members 
Mstep: Class 36 contains 2275 members 
Mstep: Class 37 contains 37527 members 
Mstep: Class 38 contains 14869 members 
Mstep: Class 39 contains 17550 members 
Mstep: Class 40 contains 5854 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 8172 members 
Mstep: Class 43 contains 14997 members 
Mstep: Class 44 contains 4557 members 
Mstep: Class 45 contains 2198 members 
Mstep: Class 46 contains 1618 members 
Mstep: Class 47 contains 11625 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 4019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88124976.000000 Penalty: 99961.906250
Iteration 204Q: 50 clusters Score -8.812498e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 55914 members 
Mstep: Class 2 contains 700 members 
Mstep: Class 3 contains 49717 members 
Mstep: Class 4 contains 10519 members 
Mstep: Class 5 contains 110768 members 
Mstep: Class 6 contains 37575 members 
Mstep: Class 7 contains 36536 members 
Mstep: Class 8 contains 3866 members 
Mstep: Class 9 contains 10410 members 
Mstep: Class 10 contains 12282 members 
Mstep: Class 11 contains 7133 members 
Mstep: Class 12 contains 24434 members 
Mstep: Class 13 contains 4004 members 
Mstep: Class 14 contains 4534 members 
Mstep: Class 15 contains 2843 members 
Mstep: Class 16 contains 37883 members 
Mstep: Class 17 contains 35127 members 
Mstep: Class 18 contains 11087 members 
Mstep: Class 19 contains 7377 members 
Mstep: Class 20 contains 1404 members 
Mstep: Class 21 contains 36673 members 
Mstep: Class 22 contains 5571 members 
Mstep: Class 23 contains 4437 members 
Mstep: Class 24 contains 6403 members 
Mstep: Class 25 contains 14681 members 
Mstep: Class 26 contains 3678 members 
Mstep: Class 27 contains 18499 members 
Mstep: Class 28 contains 9791 members 
Mstep: Class 29 contains 15108 members 
Mstep: Class 30 contains 16095 members 
Mstep: Class 31 contains 9286 members 
Mstep: Class 32 contains 106036 members 
Mstep: Class 33 contains 17967 members 
Mstep: Class 34 contains 8883 members 
Mstep: Class 35 contains 36443 members 
Mstep: Class 36 contains 2275 members 
Mstep: Class 37 contains 37527 members 
Mstep: Class 38 contains 14869 members 
Mstep: Class 39 contains 17551 members 
Mstep: Class 40 contains 5854 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 8170 members 
Mstep: Class 43 contains 14999 members 
Mstep: Class 44 contains 4562 members 
Mstep: Class 45 contains 2198 members 
Mstep: Class 46 contains 1618 members 
Mstep: Class 47 contains 11625 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 4019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88125000.000000 Penalty: 99961.906250
Iteration 205Q: 50 clusters Score -8.8125e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 55912 members 
Mstep: Class 2 contains 700 members 
Mstep: Class 3 contains 49717 members 
Mstep: Class 4 contains 10519 members 
Mstep: Class 5 contains 110766 members 
Mstep: Class 6 contains 37575 members 
Mstep: Class 7 contains 36537 members 
Mstep: Class 8 contains 3866 members 
Mstep: Class 9 contains 10409 members 
Mstep: Class 10 contains 12282 members 
Mstep: Class 11 contains 7133 members 
Mstep: Class 12 contains 24433 members 
Mstep: Class 13 contains 4004 members 
Mstep: Class 14 contains 4535 members 
Mstep: Class 15 contains 2843 members 
Mstep: Class 16 contains 37883 members 
Mstep: Class 17 contains 35127 members 
Mstep: Class 18 contains 11087 members 
Mstep: Class 19 contains 7375 members 
Mstep: Class 20 contains 1404 members 
Mstep: Class 21 contains 36673 members 
Mstep: Class 22 contains 5571 members 
Mstep: Class 23 contains 4436 members 
Mstep: Class 24 contains 6403 members 
Mstep: Class 25 contains 14681 members 
Mstep: Class 26 contains 3678 members 
Mstep: Class 27 contains 18499 members 
Mstep: Class 28 contains 9789 members 
Mstep: Class 29 contains 15108 members 
Mstep: Class 30 contains 16095 members 
Mstep: Class 31 contains 9286 members 
Mstep: Class 32 contains 106037 members 
Mstep: Class 33 contains 17967 members 
Mstep: Class 34 contains 8883 members 
Mstep: Class 35 contains 36443 members 
Mstep: Class 36 contains 2275 members 
Mstep: Class 37 contains 37528 members 
Mstep: Class 38 contains 14869 members 
Mstep: Class 39 contains 17552 members 
Mstep: Class 40 contains 5854 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 8170 members 
Mstep: Class 43 contains 15000 members 
Mstep: Class 44 contains 4567 members 
Mstep: Class 45 contains 2198 members 
Mstep: Class 46 contains 1618 members 
Mstep: Class 47 contains 11625 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 4019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88125008.000000 Penalty: 99961.906250
Iteration 206Q: 50 clusters Score -8.812501e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 55911 members 
Mstep: Class 2 contains 700 members 
Mstep: Class 3 contains 49717 members 
Mstep: Class 4 contains 10519 members 
Mstep: Class 5 contains 110764 members 
Mstep: Class 6 contains 37575 members 
Mstep: Class 7 contains 36536 members 
Mstep: Class 8 contains 3866 members 
Mstep: Class 9 contains 10408 members 
Mstep: Class 10 contains 12281 members 
Mstep: Class 11 contains 7133 members 
Mstep: Class 12 contains 24433 members 
Mstep: Class 13 contains 4004 members 
Mstep: Class 14 contains 4536 members 
Mstep: Class 15 contains 2843 members 
Mstep: Class 16 contains 37883 members 
Mstep: Class 17 contains 35127 members 
Mstep: Class 18 contains 11087 members 
Mstep: Class 19 contains 7374 members 
Mstep: Class 20 contains 1404 members 
Mstep: Class 21 contains 36673 members 
Mstep: Class 22 contains 5571 members 
Mstep: Class 23 contains 4436 members 
Mstep: Class 24 contains 6403 members 
Mstep: Class 25 contains 14681 members 
Mstep: Class 26 contains 3678 members 
Mstep: Class 27 contains 18499 members 
Mstep: Class 28 contains 9789 members 
Mstep: Class 29 contains 15108 members 
Mstep: Class 30 contains 16095 members 
Mstep: Class 31 contains 9286 members 
Mstep: Class 32 contains 106037 members 
Mstep: Class 33 contains 17967 members 
Mstep: Class 34 contains 8883 members 
Mstep: Class 35 contains 36443 members 
Mstep: Class 36 contains 2275 members 
Mstep: Class 37 contains 37529 members 
Mstep: Class 38 contains 14868 members 
Mstep: Class 39 contains 17553 members 
Mstep: Class 40 contains 5854 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 8169 members 
Mstep: Class 43 contains 15001 members 
Mstep: Class 44 contains 4572 members 
Mstep: Class 45 contains 2198 members 
Mstep: Class 46 contains 1618 members 
Mstep: Class 47 contains 11625 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 4019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88124992.000000 Penalty: 99961.906250
Iteration 207Q: 50 clusters Score -8.812499e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 55908 members 
Mstep: Class 2 contains 700 members 
Mstep: Class 3 contains 49717 members 
Mstep: Class 4 contains 10519 members 
Mstep: Class 5 contains 110764 members 
Mstep: Class 6 contains 37575 members 
Mstep: Class 7 contains 36535 members 
Mstep: Class 8 contains 3866 members 
Mstep: Class 9 contains 10408 members 
Mstep: Class 10 contains 12281 members 
Mstep: Class 11 contains 7133 members 
Mstep: Class 12 contains 24433 members 
Mstep: Class 13 contains 4004 members 
Mstep: Class 14 contains 4536 members 
Mstep: Class 15 contains 2843 members 
Mstep: Class 16 contains 37883 members 
Mstep: Class 17 contains 35127 members 
Mstep: Class 18 contains 11087 members 
Mstep: Class 19 contains 7374 members 
Mstep: Class 20 contains 1404 members 
Mstep: Class 21 contains 36673 members 
Mstep: Class 22 contains 5571 members 
Mstep: Class 23 contains 4435 members 
Mstep: Class 24 contains 6403 members 
Mstep: Class 25 contains 14681 members 
Mstep: Class 26 contains 3678 members 
Mstep: Class 27 contains 18499 members 
Mstep: Class 28 contains 9788 members 
Mstep: Class 29 contains 15108 members 
Mstep: Class 30 contains 16095 members 
Mstep: Class 31 contains 9286 members 
Mstep: Class 32 contains 106037 members 
Mstep: Class 33 contains 17967 members 
Mstep: Class 34 contains 8883 members 
Mstep: Class 35 contains 36443 members 
Mstep: Class 36 contains 2275 members 
Mstep: Class 37 contains 37529 members 
Mstep: Class 38 contains 14868 members 
Mstep: Class 39 contains 17553 members 
Mstep: Class 40 contains 5854 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 8169 members 
Mstep: Class 43 contains 15001 members 
Mstep: Class 44 contains 4578 members 
Mstep: Class 45 contains 2198 members 
Mstep: Class 46 contains 1618 members 
Mstep: Class 47 contains 11625 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 4019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88125040.000000 Penalty: 99961.906250
Iteration 208Q: 50 clusters Score -8.812504e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 55903 members 
Mstep: Class 2 contains 700 members 
Mstep: Class 3 contains 49717 members 
Mstep: Class 4 contains 10519 members 
Mstep: Class 5 contains 110764 members 
Mstep: Class 6 contains 37575 members 
Mstep: Class 7 contains 36533 members 
Mstep: Class 8 contains 3865 members 
Mstep: Class 9 contains 10408 members 
Mstep: Class 10 contains 12281 members 
Mstep: Class 11 contains 7133 members 
Mstep: Class 12 contains 24433 members 
Mstep: Class 13 contains 4004 members 
Mstep: Class 14 contains 4536 members 
Mstep: Class 15 contains 2843 members 
Mstep: Class 16 contains 37883 members 
Mstep: Class 17 contains 35127 members 
Mstep: Class 18 contains 11087 members 
Mstep: Class 19 contains 7373 members 
Mstep: Class 20 contains 1404 members 
Mstep: Class 21 contains 36673 members 
Mstep: Class 22 contains 5571 members 
Mstep: Class 23 contains 4435 members 
Mstep: Class 24 contains 6403 members 
Mstep: Class 25 contains 14681 members 
Mstep: Class 26 contains 3678 members 
Mstep: Class 27 contains 18499 members 
Mstep: Class 28 contains 9786 members 
Mstep: Class 29 contains 15108 members 
Mstep: Class 30 contains 16095 members 
Mstep: Class 31 contains 9286 members 
Mstep: Class 32 contains 106037 members 
Mstep: Class 33 contains 17967 members 
Mstep: Class 34 contains 8883 members 
Mstep: Class 35 contains 36446 members 
Mstep: Class 36 contains 2275 members 
Mstep: Class 37 contains 37529 members 
Mstep: Class 38 contains 14868 members 
Mstep: Class 39 contains 17553 members 
Mstep: Class 40 contains 5854 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 8171 members 
Mstep: Class 43 contains 15001 members 
Mstep: Class 44 contains 4584 members 
Mstep: Class 45 contains 2198 members 
Mstep: Class 46 contains 1618 members 
Mstep: Class 47 contains 11625 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 4019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88125032.000000 Penalty: 99961.906250
Iteration 209Q: 50 clusters Score -8.812503e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 55902 members 
Mstep: Class 2 contains 700 members 
Mstep: Class 3 contains 49717 members 
Mstep: Class 4 contains 10519 members 
Mstep: Class 5 contains 110763 members 
Mstep: Class 6 contains 37576 members 
Mstep: Class 7 contains 36528 members 
Mstep: Class 8 contains 3865 members 
Mstep: Class 9 contains 10408 members 
Mstep: Class 10 contains 12281 members 
Mstep: Class 11 contains 7134 members 
Mstep: Class 12 contains 24433 members 
Mstep: Class 13 contains 4004 members 
Mstep: Class 14 contains 4536 members 
Mstep: Class 15 contains 2843 members 
Mstep: Class 16 contains 37883 members 
Mstep: Class 17 contains 35127 members 
Mstep: Class 18 contains 11087 members 
Mstep: Class 19 contains 7370 members 
Mstep: Class 20 contains 1404 members 
Mstep: Class 21 contains 36673 members 
Mstep: Class 22 contains 5571 members 
Mstep: Class 23 contains 4436 members 
Mstep: Class 24 contains 6403 members 
Mstep: Class 25 contains 14681 members 
Mstep: Class 26 contains 3678 members 
Mstep: Class 27 contains 18499 members 
Mstep: Class 28 contains 9785 members 
Mstep: Class 29 contains 15108 members 
Mstep: Class 30 contains 16095 members 
Mstep: Class 31 contains 9285 members 
Mstep: Class 32 contains 106038 members 
Mstep: Class 33 contains 17967 members 
Mstep: Class 34 contains 8883 members 
Mstep: Class 35 contains 36447 members 
Mstep: Class 36 contains 2275 members 
Mstep: Class 37 contains 37530 members 
Mstep: Class 38 contains 14868 members 
Mstep: Class 39 contains 17553 members 
Mstep: Class 40 contains 5854 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 8172 members 
Mstep: Class 43 contains 15002 members 
Mstep: Class 44 contains 4588 members 
Mstep: Class 45 contains 2198 members 
Mstep: Class 46 contains 1618 members 
Mstep: Class 47 contains 11625 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 4019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88125080.000000 Penalty: 99961.906250
Iteration 210Q: 50 clusters Score -8.812508e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 55903 members 
Mstep: Class 2 contains 700 members 
Mstep: Class 3 contains 49717 members 
Mstep: Class 4 contains 10518 members 
Mstep: Class 5 contains 110761 members 
Mstep: Class 6 contains 37576 members 
Mstep: Class 7 contains 36522 members 
Mstep: Class 8 contains 3864 members 
Mstep: Class 9 contains 10408 members 
Mstep: Class 10 contains 12281 members 
Mstep: Class 11 contains 7136 members 
Mstep: Class 12 contains 24433 members 
Mstep: Class 13 contains 4004 members 
Mstep: Class 14 contains 4536 members 
Mstep: Class 15 contains 2843 members 
Mstep: Class 16 contains 37883 members 
Mstep: Class 17 contains 35127 members 
Mstep: Class 18 contains 11085 members 
Mstep: Class 19 contains 7367 members 
Mstep: Class 20 contains 1404 members 
Mstep: Class 21 contains 36673 members 
Mstep: Class 22 contains 5571 members 
Mstep: Class 23 contains 4438 members 
Mstep: Class 24 contains 6403 members 
Mstep: Class 25 contains 14681 members 
Mstep: Class 26 contains 3678 members 
Mstep: Class 27 contains 18499 members 
Mstep: Class 28 contains 9785 members 
Mstep: Class 29 contains 15109 members 
Mstep: Class 30 contains 16095 members 
Mstep: Class 31 contains 9284 members 
Mstep: Class 32 contains 106038 members 
Mstep: Class 33 contains 17967 members 
Mstep: Class 34 contains 8883 members 
Mstep: Class 35 contains 36446 members 
Mstep: Class 36 contains 2275 members 
Mstep: Class 37 contains 37531 members 
Mstep: Class 38 contains 14870 members 
Mstep: Class 39 contains 17553 members 
Mstep: Class 40 contains 5854 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 8174 members 
Mstep: Class 43 contains 15002 members 
Mstep: Class 44 contains 4594 members 
Mstep: Class 45 contains 2198 members 
Mstep: Class 46 contains 1618 members 
Mstep: Class 47 contains 11625 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 4019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88125104.000000 Penalty: 99961.906250
Iteration 211Q: 50 clusters Score -8.81251e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 55903 members 
Mstep: Class 2 contains 700 members 
Mstep: Class 3 contains 49717 members 
Mstep: Class 4 contains 10517 members 
Mstep: Class 5 contains 110759 members 
Mstep: Class 6 contains 37576 members 
Mstep: Class 7 contains 36519 members 
Mstep: Class 8 contains 3864 members 
Mstep: Class 9 contains 10408 members 
Mstep: Class 10 contains 12281 members 
Mstep: Class 11 contains 7136 members 
Mstep: Class 12 contains 24432 members 
Mstep: Class 13 contains 4004 members 
Mstep: Class 14 contains 4536 members 
Mstep: Class 15 contains 2843 members 
Mstep: Class 16 contains 37882 members 
Mstep: Class 17 contains 35127 members 
Mstep: Class 18 contains 11084 members 
Mstep: Class 19 contains 7368 members 
Mstep: Class 20 contains 1404 members 
Mstep: Class 21 contains 36675 members 
Mstep: Class 22 contains 5571 members 
Mstep: Class 23 contains 4437 members 
Mstep: Class 24 contains 6403 members 
Mstep: Class 25 contains 14681 members 
Mstep: Class 26 contains 3678 members 
Mstep: Class 27 contains 18499 members 
Mstep: Class 28 contains 9784 members 
Mstep: Class 29 contains 15109 members 
Mstep: Class 30 contains 16095 members 
Mstep: Class 31 contains 9283 members 
Mstep: Class 32 contains 106040 members 
Mstep: Class 33 contains 17967 members 
Mstep: Class 34 contains 8883 members 
Mstep: Class 35 contains 36447 members 
Mstep: Class 36 contains 2275 members 
Mstep: Class 37 contains 37532 members 
Mstep: Class 38 contains 14870 members 
Mstep: Class 39 contains 17554 members 
Mstep: Class 40 contains 5854 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 8175 members 
Mstep: Class 43 contains 15002 members 
Mstep: Class 44 contains 4597 members 
Mstep: Class 45 contains 2198 members 
Mstep: Class 46 contains 1618 members 
Mstep: Class 47 contains 11625 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 4019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88125056.000000 Penalty: 99961.906250
Iteration 212Q: 50 clusters Score -8.812506e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 55902 members 
Mstep: Class 2 contains 700 members 
Mstep: Class 3 contains 49717 members 
Mstep: Class 4 contains 10518 members 
Mstep: Class 5 contains 110757 members 
Mstep: Class 6 contains 37576 members 
Mstep: Class 7 contains 36521 members 
Mstep: Class 8 contains 3864 members 
Mstep: Class 9 contains 10408 members 
Mstep: Class 10 contains 12281 members 
Mstep: Class 11 contains 7136 members 
Mstep: Class 12 contains 24432 members 
Mstep: Class 13 contains 4004 members 
Mstep: Class 14 contains 4536 members 
Mstep: Class 15 contains 2843 members 
Mstep: Class 16 contains 37882 members 
Mstep: Class 17 contains 35127 members 
Mstep: Class 18 contains 11084 members 
Mstep: Class 19 contains 7368 members 
Mstep: Class 20 contains 1404 members 
Mstep: Class 21 contains 36675 members 
Mstep: Class 22 contains 5571 members 
Mstep: Class 23 contains 4437 members 
Mstep: Class 24 contains 6404 members 
Mstep: Class 25 contains 14681 members 
Mstep: Class 26 contains 3678 members 
Mstep: Class 27 contains 18499 members 
Mstep: Class 28 contains 9782 members 
Mstep: Class 29 contains 15110 members 
Mstep: Class 30 contains 16095 members 
Mstep: Class 31 contains 9281 members 
Mstep: Class 32 contains 106040 members 
Mstep: Class 33 contains 17967 members 
Mstep: Class 34 contains 8883 members 
Mstep: Class 35 contains 36449 members 
Mstep: Class 36 contains 2275 members 
Mstep: Class 37 contains 37531 members 
Mstep: Class 38 contains 14870 members 
Mstep: Class 39 contains 17555 members 
Mstep: Class 40 contains 5855 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 8174 members 
Mstep: Class 43 contains 15002 members 
Mstep: Class 44 contains 4597 members 
Mstep: Class 45 contains 2198 members 
Mstep: Class 46 contains 1618 members 
Mstep: Class 47 contains 11625 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 4019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88125104.000000 Penalty: 99961.906250
Iteration 213Q: 50 clusters Score -8.81251e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 55901 members 
Mstep: Class 2 contains 700 members 
Mstep: Class 3 contains 49717 members 
Mstep: Class 4 contains 10519 members 
Mstep: Class 5 contains 110757 members 
Mstep: Class 6 contains 37576 members 
Mstep: Class 7 contains 36523 members 
Mstep: Class 8 contains 3864 members 
Mstep: Class 9 contains 10408 members 
Mstep: Class 10 contains 12281 members 
Mstep: Class 11 contains 7136 members 
Mstep: Class 12 contains 24431 members 
Mstep: Class 13 contains 4004 members 
Mstep: Class 14 contains 4536 members 
Mstep: Class 15 contains 2843 members 
Mstep: Class 16 contains 37882 members 
Mstep: Class 17 contains 35127 members 
Mstep: Class 18 contains 11084 members 
Mstep: Class 19 contains 7368 members 
Mstep: Class 20 contains 1404 members 
Mstep: Class 21 contains 36675 members 
Mstep: Class 22 contains 5571 members 
Mstep: Class 23 contains 4437 members 
Mstep: Class 24 contains 6405 members 
Mstep: Class 25 contains 14681 members 
Mstep: Class 26 contains 3678 members 
Mstep: Class 27 contains 18499 members 
Mstep: Class 28 contains 9776 members 
Mstep: Class 29 contains 15110 members 
Mstep: Class 30 contains 16095 members 
Mstep: Class 31 contains 9281 members 
Mstep: Class 32 contains 106041 members 
Mstep: Class 33 contains 17967 members 
Mstep: Class 34 contains 8883 members 
Mstep: Class 35 contains 36450 members 
Mstep: Class 36 contains 2275 members 
Mstep: Class 37 contains 37530 members 
Mstep: Class 38 contains 14869 members 
Mstep: Class 39 contains 17555 members 
Mstep: Class 40 contains 5855 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 8178 members 
Mstep: Class 43 contains 15002 members 
Mstep: Class 44 contains 4597 members 
Mstep: Class 45 contains 2198 members 
Mstep: Class 46 contains 1618 members 
Mstep: Class 47 contains 11625 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 4019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88125072.000000 Penalty: 99961.906250
Iteration 214Q: 50 clusters Score -8.812507e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 55899 members 
Mstep: Class 2 contains 700 members 
Mstep: Class 3 contains 49717 members 
Mstep: Class 4 contains 10518 members 
Mstep: Class 5 contains 110755 members 
Mstep: Class 6 contains 37576 members 
Mstep: Class 7 contains 36524 members 
Mstep: Class 8 contains 3864 members 
Mstep: Class 9 contains 10408 members 
Mstep: Class 10 contains 12281 members 
Mstep: Class 11 contains 7136 members 
Mstep: Class 12 contains 24432 members 
Mstep: Class 13 contains 4004 members 
Mstep: Class 14 contains 4537 members 
Mstep: Class 15 contains 2843 members 
Mstep: Class 16 contains 37882 members 
Mstep: Class 17 contains 35127 members 
Mstep: Class 18 contains 11083 members 
Mstep: Class 19 contains 7368 members 
Mstep: Class 20 contains 1404 members 
Mstep: Class 21 contains 36675 members 
Mstep: Class 22 contains 5571 members 
Mstep: Class 23 contains 4437 members 
Mstep: Class 24 contains 6405 members 
Mstep: Class 25 contains 14681 members 
Mstep: Class 26 contains 3678 members 
Mstep: Class 27 contains 18499 members 
Mstep: Class 28 contains 9769 members 
Mstep: Class 29 contains 15110 members 
Mstep: Class 30 contains 16094 members 
Mstep: Class 31 contains 9281 members 
Mstep: Class 32 contains 106042 members 
Mstep: Class 33 contains 17968 members 
Mstep: Class 34 contains 8883 members 
Mstep: Class 35 contains 36452 members 
Mstep: Class 36 contains 2275 members 
Mstep: Class 37 contains 37530 members 
Mstep: Class 38 contains 14869 members 
Mstep: Class 39 contains 17556 members 
Mstep: Class 40 contains 5855 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 8182 members 
Mstep: Class 43 contains 15004 members 
Mstep: Class 44 contains 4597 members 
Mstep: Class 45 contains 2198 members 
Mstep: Class 46 contains 1618 members 
Mstep: Class 47 contains 11625 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 4019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88125128.000000 Penalty: 99961.906250
Iteration 215Q: 50 clusters Score -8.812513e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 55898 members 
Mstep: Class 2 contains 700 members 
Mstep: Class 3 contains 49717 members 
Mstep: Class 4 contains 10518 members 
Mstep: Class 5 contains 110751 members 
Mstep: Class 6 contains 37576 members 
Mstep: Class 7 contains 36523 members 
Mstep: Class 8 contains 3864 members 
Mstep: Class 9 contains 10408 members 
Mstep: Class 10 contains 12281 members 
Mstep: Class 11 contains 7136 members 
Mstep: Class 12 contains 24433 members 
Mstep: Class 13 contains 4004 members 
Mstep: Class 14 contains 4539 members 
Mstep: Class 15 contains 2843 members 
Mstep: Class 16 contains 37883 members 
Mstep: Class 17 contains 35127 members 
Mstep: Class 18 contains 11083 members 
Mstep: Class 19 contains 7368 members 
Mstep: Class 20 contains 1404 members 
Mstep: Class 21 contains 36675 members 
Mstep: Class 22 contains 5571 members 
Mstep: Class 23 contains 4437 members 
Mstep: Class 24 contains 6405 members 
Mstep: Class 25 contains 14681 members 
Mstep: Class 26 contains 3678 members 
Mstep: Class 27 contains 18499 members 
Mstep: Class 28 contains 9768 members 
Mstep: Class 29 contains 15109 members 
Mstep: Class 30 contains 16094 members 
Mstep: Class 31 contains 9281 members 
Mstep: Class 32 contains 106043 members 
Mstep: Class 33 contains 17968 members 
Mstep: Class 34 contains 8883 members 
Mstep: Class 35 contains 36454 members 
Mstep: Class 36 contains 2275 members 
Mstep: Class 37 contains 37530 members 
Mstep: Class 38 contains 14869 members 
Mstep: Class 39 contains 17556 members 
Mstep: Class 40 contains 5855 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 8182 members 
Mstep: Class 43 contains 15004 members 
Mstep: Class 44 contains 4597 members 
Mstep: Class 45 contains 2198 members 
Mstep: Class 46 contains 1619 members 
Mstep: Class 47 contains 11625 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 4019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88125104.000000 Penalty: 99961.906250
Iteration 216Q: 50 clusters Score -8.81251e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 55897 members 
Mstep: Class 2 contains 700 members 
Mstep: Class 3 contains 49717 members 
Mstep: Class 4 contains 10518 members 
Mstep: Class 5 contains 110749 members 
Mstep: Class 6 contains 37576 members 
Mstep: Class 7 contains 36521 members 
Mstep: Class 8 contains 3864 members 
Mstep: Class 9 contains 10408 members 
Mstep: Class 10 contains 12281 members 
Mstep: Class 11 contains 7136 members 
Mstep: Class 12 contains 24433 members 
Mstep: Class 13 contains 4004 members 
Mstep: Class 14 contains 4541 members 
Mstep: Class 15 contains 2843 members 
Mstep: Class 16 contains 37883 members 
Mstep: Class 17 contains 35127 members 
Mstep: Class 18 contains 11083 members 
Mstep: Class 19 contains 7368 members 
Mstep: Class 20 contains 1404 members 
Mstep: Class 21 contains 36676 members 
Mstep: Class 22 contains 5571 members 
Mstep: Class 23 contains 4438 members 
Mstep: Class 24 contains 6405 members 
Mstep: Class 25 contains 14681 members 
Mstep: Class 26 contains 3678 members 
Mstep: Class 27 contains 18499 members 
Mstep: Class 28 contains 9767 members 
Mstep: Class 29 contains 15109 members 
Mstep: Class 30 contains 16094 members 
Mstep: Class 31 contains 9281 members 
Mstep: Class 32 contains 106043 members 
Mstep: Class 33 contains 17968 members 
Mstep: Class 34 contains 8883 members 
Mstep: Class 35 contains 36454 members 
Mstep: Class 36 contains 2275 members 
Mstep: Class 37 contains 37530 members 
Mstep: Class 38 contains 14869 members 
Mstep: Class 39 contains 17556 members 
Mstep: Class 40 contains 5855 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 8183 members 
Mstep: Class 43 contains 15004 members 
Mstep: Class 44 contains 4598 members 
Mstep: Class 45 contains 2198 members 
Mstep: Class 46 contains 1619 members 
Mstep: Class 47 contains 11625 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 4019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88125024.000000 Penalty: 99961.906250
Iteration 217Q: 50 clusters Score -8.812502e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 55893 members 
Mstep: Class 2 contains 700 members 
Mstep: Class 3 contains 49718 members 
Mstep: Class 4 contains 10518 members 
Mstep: Class 5 contains 110746 members 
Mstep: Class 6 contains 37576 members 
Mstep: Class 7 contains 36520 members 
Mstep: Class 8 contains 3864 members 
Mstep: Class 9 contains 10407 members 
Mstep: Class 10 contains 12281 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 24433 members 
Mstep: Class 13 contains 4004 members 
Mstep: Class 14 contains 4541 members 
Mstep: Class 15 contains 2843 members 
Mstep: Class 16 contains 37883 members 
Mstep: Class 17 contains 35127 members 
Mstep: Class 18 contains 11084 members 
Mstep: Class 19 contains 7368 members 
Mstep: Class 20 contains 1404 members 
Mstep: Class 21 contains 36677 members 
Mstep: Class 22 contains 5571 members 
Mstep: Class 23 contains 4438 members 
Mstep: Class 24 contains 6405 members 
Mstep: Class 25 contains 14681 members 
Mstep: Class 26 contains 3678 members 
Mstep: Class 27 contains 18499 members 
Mstep: Class 28 contains 9766 members 
Mstep: Class 29 contains 15109 members 
Mstep: Class 30 contains 16094 members 
Mstep: Class 31 contains 9281 members 
Mstep: Class 32 contains 106045 members 
Mstep: Class 33 contains 17968 members 
Mstep: Class 34 contains 8883 members 
Mstep: Class 35 contains 36455 members 
Mstep: Class 36 contains 2275 members 
Mstep: Class 37 contains 37530 members 
Mstep: Class 38 contains 14869 members 
Mstep: Class 39 contains 17556 members 
Mstep: Class 40 contains 5855 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 8184 members 
Mstep: Class 43 contains 15004 members 
Mstep: Class 44 contains 4600 members 
Mstep: Class 45 contains 2198 members 
Mstep: Class 46 contains 1619 members 
Mstep: Class 47 contains 11625 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 4019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88125024.000000 Penalty: 99961.906250
Iteration 218Q: 50 clusters Score -8.812502e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 55893 members 
Mstep: Class 2 contains 700 members 
Mstep: Class 3 contains 49718 members 
Mstep: Class 4 contains 10518 members 
Mstep: Class 5 contains 110745 members 
Mstep: Class 6 contains 37576 members 
Mstep: Class 7 contains 36521 members 
Mstep: Class 8 contains 3864 members 
Mstep: Class 9 contains 10405 members 
Mstep: Class 10 contains 12281 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 24433 members 
Mstep: Class 13 contains 4004 members 
Mstep: Class 14 contains 4541 members 
Mstep: Class 15 contains 2843 members 
Mstep: Class 16 contains 37883 members 
Mstep: Class 17 contains 35127 members 
Mstep: Class 18 contains 11084 members 
Mstep: Class 19 contains 7368 members 
Mstep: Class 20 contains 1404 members 
Mstep: Class 21 contains 36677 members 
Mstep: Class 22 contains 5570 members 
Mstep: Class 23 contains 4438 members 
Mstep: Class 24 contains 6405 members 
Mstep: Class 25 contains 14681 members 
Mstep: Class 26 contains 3678 members 
Mstep: Class 27 contains 18499 members 
Mstep: Class 28 contains 9765 members 
Mstep: Class 29 contains 15109 members 
Mstep: Class 30 contains 16094 members 
Mstep: Class 31 contains 9281 members 
Mstep: Class 32 contains 106045 members 
Mstep: Class 33 contains 17968 members 
Mstep: Class 34 contains 8883 members 
Mstep: Class 35 contains 36455 members 
Mstep: Class 36 contains 2275 members 
Mstep: Class 37 contains 37530 members 
Mstep: Class 38 contains 14868 members 
Mstep: Class 39 contains 17556 members 
Mstep: Class 40 contains 5855 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 8187 members 
Mstep: Class 43 contains 15004 members 
Mstep: Class 44 contains 4601 members 
Mstep: Class 45 contains 2198 members 
Mstep: Class 46 contains 1620 members 
Mstep: Class 47 contains 11625 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 4019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88125024.000000 Penalty: 99961.906250
Iteration 219Q: 50 clusters Score -8.812502e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 55892 members 
Mstep: Class 2 contains 700 members 
Mstep: Class 3 contains 49718 members 
Mstep: Class 4 contains 10518 members 
Mstep: Class 5 contains 110743 members 
Mstep: Class 6 contains 37576 members 
Mstep: Class 7 contains 36522 members 
Mstep: Class 8 contains 3864 members 
Mstep: Class 9 contains 10405 members 
Mstep: Class 10 contains 12281 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 24433 members 
Mstep: Class 13 contains 4004 members 
Mstep: Class 14 contains 4541 members 
Mstep: Class 15 contains 2843 members 
Mstep: Class 16 contains 37883 members 
Mstep: Class 17 contains 35127 members 
Mstep: Class 18 contains 11084 members 
Mstep: Class 19 contains 7368 members 
Mstep: Class 20 contains 1404 members 
Mstep: Class 21 contains 36680 members 
Mstep: Class 22 contains 5570 members 
Mstep: Class 23 contains 4438 members 
Mstep: Class 24 contains 6405 members 
Mstep: Class 25 contains 14681 members 
Mstep: Class 26 contains 3678 members 
Mstep: Class 27 contains 18499 members 
Mstep: Class 28 contains 9764 members 
Mstep: Class 29 contains 15109 members 
Mstep: Class 30 contains 16094 members 
Mstep: Class 31 contains 9281 members 
Mstep: Class 32 contains 106044 members 
Mstep: Class 33 contains 17968 members 
Mstep: Class 34 contains 8883 members 
Mstep: Class 35 contains 36455 members 
Mstep: Class 36 contains 2275 members 
Mstep: Class 37 contains 37530 members 
Mstep: Class 38 contains 14868 members 
Mstep: Class 39 contains 17556 members 
Mstep: Class 40 contains 5855 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 8188 members 
Mstep: Class 43 contains 15004 members 
Mstep: Class 44 contains 4601 members 
Mstep: Class 45 contains 2198 members 
Mstep: Class 46 contains 1620 members 
Mstep: Class 47 contains 11625 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 4019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88125016.000000 Penalty: 99961.906250
Iteration 220F: 50 clusters Score -8.812502e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 55894 members 
Mstep: Class 2 contains 700 members 
Mstep: Class 3 contains 49718 members 
Mstep: Class 4 contains 10518 members 
Mstep: Class 5 contains 110740 members 
Mstep: Class 6 contains 37576 members 
Mstep: Class 7 contains 36523 members 
Mstep: Class 8 contains 3864 members 
Mstep: Class 9 contains 10405 members 
Mstep: Class 10 contains 12281 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 24433 members 
Mstep: Class 13 contains 4004 members 
Mstep: Class 14 contains 4541 members 
Mstep: Class 15 contains 2843 members 
Mstep: Class 16 contains 37883 members 
Mstep: Class 17 contains 35127 members 
Mstep: Class 18 contains 11084 members 
Mstep: Class 19 contains 7369 members 
Mstep: Class 20 contains 1404 members 
Mstep: Class 21 contains 36681 members 
Mstep: Class 22 contains 5569 members 
Mstep: Class 23 contains 4438 members 
Mstep: Class 24 contains 6405 members 
Mstep: Class 25 contains 14681 members 
Mstep: Class 26 contains 3678 members 
Mstep: Class 27 contains 18499 members 
Mstep: Class 28 contains 9762 members 
Mstep: Class 29 contains 15109 members 
Mstep: Class 30 contains 16094 members 
Mstep: Class 31 contains 9281 members 
Mstep: Class 32 contains 106045 members 
Mstep: Class 33 contains 17968 members 
Mstep: Class 34 contains 8883 members 
Mstep: Class 35 contains 36455 members 
Mstep: Class 36 contains 2275 members 
Mstep: Class 37 contains 37530 members 
Mstep: Class 38 contains 14868 members 
Mstep: Class 39 contains 17556 members 
Mstep: Class 40 contains 5855 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 8190 members 
Mstep: Class 43 contains 15004 members 
Mstep: Class 44 contains 4599 members 
Mstep: Class 45 contains 2198 members 
Mstep: Class 46 contains 1620 members 
Mstep: Class 47 contains 11625 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 4019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88125040.000000 Penalty: 99961.906250
Iteration 221Q: 50 clusters Score -8.812504e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 55894 members 
Mstep: Class 2 contains 700 members 
Mstep: Class 3 contains 49719 members 
Mstep: Class 4 contains 10518 members 
Mstep: Class 5 contains 110739 members 
Mstep: Class 6 contains 37576 members 
Mstep: Class 7 contains 36522 members 
Mstep: Class 8 contains 3864 members 
Mstep: Class 9 contains 10404 members 
Mstep: Class 10 contains 12281 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 24433 members 
Mstep: Class 13 contains 4004 members 
Mstep: Class 14 contains 4541 members 
Mstep: Class 15 contains 2843 members 
Mstep: Class 16 contains 37883 members 
Mstep: Class 17 contains 35127 members 
Mstep: Class 18 contains 11084 members 
Mstep: Class 19 contains 7370 members 
Mstep: Class 20 contains 1404 members 
Mstep: Class 21 contains 36681 members 
Mstep: Class 22 contains 5568 members 
Mstep: Class 23 contains 4438 members 
Mstep: Class 24 contains 6405 members 
Mstep: Class 25 contains 14681 members 
Mstep: Class 26 contains 3678 members 
Mstep: Class 27 contains 18499 members 
Mstep: Class 28 contains 9762 members 
Mstep: Class 29 contains 15108 members 
Mstep: Class 30 contains 16094 members 
Mstep: Class 31 contains 9281 members 
Mstep: Class 32 contains 106046 members 
Mstep: Class 33 contains 17968 members 
Mstep: Class 34 contains 8884 members 
Mstep: Class 35 contains 36455 members 
Mstep: Class 36 contains 2275 members 
Mstep: Class 37 contains 37530 members 
Mstep: Class 38 contains 14868 members 
Mstep: Class 39 contains 17556 members 
Mstep: Class 40 contains 5855 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 8192 members 
Mstep: Class 43 contains 15004 members 
Mstep: Class 44 contains 4598 members 
Mstep: Class 45 contains 2198 members 
Mstep: Class 46 contains 1620 members 
Mstep: Class 47 contains 11625 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 4019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88125016.000000 Penalty: 99961.906250
Iteration 222Q: 50 clusters Score -8.812502e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 55894 members 
Mstep: Class 2 contains 700 members 
Mstep: Class 3 contains 49719 members 
Mstep: Class 4 contains 10518 members 
Mstep: Class 5 contains 110738 members 
Mstep: Class 6 contains 37576 members 
Mstep: Class 7 contains 36524 members 
Mstep: Class 8 contains 3864 members 
Mstep: Class 9 contains 10404 members 
Mstep: Class 10 contains 12281 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 24433 members 
Mstep: Class 13 contains 4004 members 
Mstep: Class 14 contains 4541 members 
Mstep: Class 15 contains 2843 members 
Mstep: Class 16 contains 37883 members 
Mstep: Class 17 contains 35127 members 
Mstep: Class 18 contains 11084 members 
Mstep: Class 19 contains 7370 members 
Mstep: Class 20 contains 1404 members 
Mstep: Class 21 contains 36682 members 
Mstep: Class 22 contains 5569 members 
Mstep: Class 23 contains 4438 members 
Mstep: Class 24 contains 6405 members 
Mstep: Class 25 contains 14681 members 
Mstep: Class 26 contains 3678 members 
Mstep: Class 27 contains 18499 members 
Mstep: Class 28 contains 9760 members 
Mstep: Class 29 contains 15107 members 
Mstep: Class 30 contains 16094 members 
Mstep: Class 31 contains 9281 members 
Mstep: Class 32 contains 106046 members 
Mstep: Class 33 contains 17968 members 
Mstep: Class 34 contains 8884 members 
Mstep: Class 35 contains 36455 members 
Mstep: Class 36 contains 2275 members 
Mstep: Class 37 contains 37530 members 
Mstep: Class 38 contains 14868 members 
Mstep: Class 39 contains 17556 members 
Mstep: Class 40 contains 5855 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 8193 members 
Mstep: Class 43 contains 15004 members 
Mstep: Class 44 contains 4597 members 
Mstep: Class 45 contains 2198 members 
Mstep: Class 46 contains 1620 members 
Mstep: Class 47 contains 11625 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 4019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88125000.000000 Penalty: 99961.906250
Iteration 223Q: 50 clusters Score -8.8125e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 55895 members 
Mstep: Class 2 contains 700 members 
Mstep: Class 3 contains 49719 members 
Mstep: Class 4 contains 10518 members 
Mstep: Class 5 contains 110738 members 
Mstep: Class 6 contains 37576 members 
Mstep: Class 7 contains 36525 members 
Mstep: Class 8 contains 3864 members 
Mstep: Class 9 contains 10404 members 
Mstep: Class 10 contains 12281 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 24434 members 
Mstep: Class 13 contains 4004 members 
Mstep: Class 14 contains 4541 members 
Mstep: Class 15 contains 2843 members 
Mstep: Class 16 contains 37883 members 
Mstep: Class 17 contains 35127 members 
Mstep: Class 18 contains 11083 members 
Mstep: Class 19 contains 7369 members 
Mstep: Class 20 contains 1404 members 
Mstep: Class 21 contains 36683 members 
Mstep: Class 22 contains 5571 members 
Mstep: Class 23 contains 4438 members 
Mstep: Class 24 contains 6405 members 
Mstep: Class 25 contains 14681 members 
Mstep: Class 26 contains 3678 members 
Mstep: Class 27 contains 18499 members 
Mstep: Class 28 contains 9759 members 
Mstep: Class 29 contains 15107 members 
Mstep: Class 30 contains 16094 members 
Mstep: Class 31 contains 9281 members 
Mstep: Class 32 contains 106043 members 
Mstep: Class 33 contains 17968 members 
Mstep: Class 34 contains 8883 members 
Mstep: Class 35 contains 36455 members 
Mstep: Class 36 contains 2275 members 
Mstep: Class 37 contains 37530 members 
Mstep: Class 38 contains 14868 members 
Mstep: Class 39 contains 17557 members 
Mstep: Class 40 contains 5855 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 8193 members 
Mstep: Class 43 contains 15004 members 
Mstep: Class 44 contains 4597 members 
Mstep: Class 45 contains 2198 members 
Mstep: Class 46 contains 1620 members 
Mstep: Class 47 contains 11625 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 4019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88125040.000000 Penalty: 99961.906250
Iteration 224Q: 50 clusters Score -8.812504e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 55892 members 
Mstep: Class 2 contains 700 members 
Mstep: Class 3 contains 49719 members 
Mstep: Class 4 contains 10518 members 
Mstep: Class 5 contains 110739 members 
Mstep: Class 6 contains 37576 members 
Mstep: Class 7 contains 36524 members 
Mstep: Class 8 contains 3864 members 
Mstep: Class 9 contains 10404 members 
Mstep: Class 10 contains 12281 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 24434 members 
Mstep: Class 13 contains 4004 members 
Mstep: Class 14 contains 4541 members 
Mstep: Class 15 contains 2843 members 
Mstep: Class 16 contains 37883 members 
Mstep: Class 17 contains 35127 members 
Mstep: Class 18 contains 11083 members 
Mstep: Class 19 contains 7371 members 
Mstep: Class 20 contains 1404 members 
Mstep: Class 21 contains 36683 members 
Mstep: Class 22 contains 5571 members 
Mstep: Class 23 contains 4439 members 
Mstep: Class 24 contains 6405 members 
Mstep: Class 25 contains 14681 members 
Mstep: Class 26 contains 3678 members 
Mstep: Class 27 contains 18499 members 
Mstep: Class 28 contains 9759 members 
Mstep: Class 29 contains 15107 members 
Mstep: Class 30 contains 16094 members 
Mstep: Class 31 contains 9281 members 
Mstep: Class 32 contains 106044 members 
Mstep: Class 33 contains 17968 members 
Mstep: Class 34 contains 8882 members 
Mstep: Class 35 contains 36454 members 
Mstep: Class 36 contains 2275 members 
Mstep: Class 37 contains 37530 members 
Mstep: Class 38 contains 14868 members 
Mstep: Class 39 contains 17558 members 
Mstep: Class 40 contains 5855 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 8192 members 
Mstep: Class 43 contains 15004 members 
Mstep: Class 44 contains 4598 members 
Mstep: Class 45 contains 2198 members 
Mstep: Class 46 contains 1620 members 
Mstep: Class 47 contains 11625 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 4019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88124984.000000 Penalty: 99961.906250
Iteration 225Q: 50 clusters Score -8.812498e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 55892 members 
Mstep: Class 2 contains 700 members 
Mstep: Class 3 contains 49719 members 
Mstep: Class 4 contains 10518 members 
Mstep: Class 5 contains 110738 members 
Mstep: Class 6 contains 37576 members 
Mstep: Class 7 contains 36524 members 
Mstep: Class 8 contains 3864 members 
Mstep: Class 9 contains 10404 members 
Mstep: Class 10 contains 12281 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 24434 members 
Mstep: Class 13 contains 4004 members 
Mstep: Class 14 contains 4541 members 
Mstep: Class 15 contains 2843 members 
Mstep: Class 16 contains 37883 members 
Mstep: Class 17 contains 35127 members 
Mstep: Class 18 contains 11083 members 
Mstep: Class 19 contains 7373 members 
Mstep: Class 20 contains 1404 members 
Mstep: Class 21 contains 36683 members 
Mstep: Class 22 contains 5571 members 
Mstep: Class 23 contains 4439 members 
Mstep: Class 24 contains 6405 members 
Mstep: Class 25 contains 14681 members 
Mstep: Class 26 contains 3678 members 
Mstep: Class 27 contains 18499 members 
Mstep: Class 28 contains 9759 members 
Mstep: Class 29 contains 15107 members 
Mstep: Class 30 contains 16094 members 
Mstep: Class 31 contains 9281 members 
Mstep: Class 32 contains 106045 members 
Mstep: Class 33 contains 17968 members 
Mstep: Class 34 contains 8881 members 
Mstep: Class 35 contains 36454 members 
Mstep: Class 36 contains 2275 members 
Mstep: Class 37 contains 37530 members 
Mstep: Class 38 contains 14868 members 
Mstep: Class 39 contains 17558 members 
Mstep: Class 40 contains 5855 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 8192 members 
Mstep: Class 43 contains 15004 members 
Mstep: Class 44 contains 4598 members 
Mstep: Class 45 contains 2197 members 
Mstep: Class 46 contains 1620 members 
Mstep: Class 47 contains 11625 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 4019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88124992.000000 Penalty: 99961.906250
Iteration 226Q: 50 clusters Score -8.812499e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 55892 members 
Mstep: Class 2 contains 700 members 
Mstep: Class 3 contains 49719 members 
Mstep: Class 4 contains 10518 members 
Mstep: Class 5 contains 110738 members 
Mstep: Class 6 contains 37576 members 
Mstep: Class 7 contains 36523 members 
Mstep: Class 8 contains 3864 members 
Mstep: Class 9 contains 10404 members 
Mstep: Class 10 contains 12281 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 24434 members 
Mstep: Class 13 contains 4004 members 
Mstep: Class 14 contains 4541 members 
Mstep: Class 15 contains 2843 members 
Mstep: Class 16 contains 37883 members 
Mstep: Class 17 contains 35127 members 
Mstep: Class 18 contains 11083 members 
Mstep: Class 19 contains 7374 members 
Mstep: Class 20 contains 1404 members 
Mstep: Class 21 contains 36683 members 
Mstep: Class 22 contains 5571 members 
Mstep: Class 23 contains 4439 members 
Mstep: Class 24 contains 6405 members 
Mstep: Class 25 contains 14681 members 
Mstep: Class 26 contains 3678 members 
Mstep: Class 27 contains 18499 members 
Mstep: Class 28 contains 9759 members 
Mstep: Class 29 contains 15107 members 
Mstep: Class 30 contains 16094 members 
Mstep: Class 31 contains 9281 members 
Mstep: Class 32 contains 106045 members 
Mstep: Class 33 contains 17968 members 
Mstep: Class 34 contains 8880 members 
Mstep: Class 35 contains 36454 members 
Mstep: Class 36 contains 2275 members 
Mstep: Class 37 contains 37530 members 
Mstep: Class 38 contains 14869 members 
Mstep: Class 39 contains 17558 members 
Mstep: Class 40 contains 5855 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 8192 members 
Mstep: Class 43 contains 15004 members 
Mstep: Class 44 contains 4598 members 
Mstep: Class 45 contains 2197 members 
Mstep: Class 46 contains 1620 members 
Mstep: Class 47 contains 11625 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 4019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88125000.000000 Penalty: 99961.906250
Iteration 227Q: 50 clusters Score -8.8125e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 55892 members 
Mstep: Class 2 contains 700 members 
Mstep: Class 3 contains 49719 members 
Mstep: Class 4 contains 10518 members 
Mstep: Class 5 contains 110738 members 
Mstep: Class 6 contains 37576 members 
Mstep: Class 7 contains 36523 members 
Mstep: Class 8 contains 3864 members 
Mstep: Class 9 contains 10404 members 
Mstep: Class 10 contains 12282 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 24434 members 
Mstep: Class 13 contains 4004 members 
Mstep: Class 14 contains 4541 members 
Mstep: Class 15 contains 2843 members 
Mstep: Class 16 contains 37883 members 
Mstep: Class 17 contains 35127 members 
Mstep: Class 18 contains 11083 members 
Mstep: Class 19 contains 7374 members 
Mstep: Class 20 contains 1404 members 
Mstep: Class 21 contains 36683 members 
Mstep: Class 22 contains 5571 members 
Mstep: Class 23 contains 4439 members 
Mstep: Class 24 contains 6405 members 
Mstep: Class 25 contains 14681 members 
Mstep: Class 26 contains 3678 members 
Mstep: Class 27 contains 18499 members 
Mstep: Class 28 contains 9759 members 
Mstep: Class 29 contains 15107 members 
Mstep: Class 30 contains 16094 members 
Mstep: Class 31 contains 9281 members 
Mstep: Class 32 contains 106044 members 
Mstep: Class 33 contains 17968 members 
Mstep: Class 34 contains 8880 members 
Mstep: Class 35 contains 36454 members 
Mstep: Class 36 contains 2275 members 
Mstep: Class 37 contains 37530 members 
Mstep: Class 38 contains 14869 members 
Mstep: Class 39 contains 17558 members 
Mstep: Class 40 contains 5855 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 8192 members 
Mstep: Class 43 contains 15004 members 
Mstep: Class 44 contains 4598 members 
Mstep: Class 45 contains 2197 members 
Mstep: Class 46 contains 1620 members 
Mstep: Class 47 contains 11625 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 4019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88124984.000000 Penalty: 99961.906250
Iteration 228Q: 50 clusters Score -8.812498e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 55892 members 
Mstep: Class 2 contains 700 members 
Mstep: Class 3 contains 49719 members 
Mstep: Class 4 contains 10518 members 
Mstep: Class 5 contains 110737 members 
Mstep: Class 6 contains 37577 members 
Mstep: Class 7 contains 36523 members 
Mstep: Class 8 contains 3864 members 
Mstep: Class 9 contains 10404 members 
Mstep: Class 10 contains 12282 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 24434 members 
Mstep: Class 13 contains 4004 members 
Mstep: Class 14 contains 4541 members 
Mstep: Class 15 contains 2843 members 
Mstep: Class 16 contains 37883 members 
Mstep: Class 17 contains 35127 members 
Mstep: Class 18 contains 11083 members 
Mstep: Class 19 contains 7374 members 
Mstep: Class 20 contains 1404 members 
Mstep: Class 21 contains 36683 members 
Mstep: Class 22 contains 5571 members 
Mstep: Class 23 contains 4439 members 
Mstep: Class 24 contains 6405 members 
Mstep: Class 25 contains 14681 members 
Mstep: Class 26 contains 3678 members 
Mstep: Class 27 contains 18499 members 
Mstep: Class 28 contains 9759 members 
Mstep: Class 29 contains 15107 members 
Mstep: Class 30 contains 16094 members 
Mstep: Class 31 contains 9281 members 
Mstep: Class 32 contains 106044 members 
Mstep: Class 33 contains 17968 members 
Mstep: Class 34 contains 8880 members 
Mstep: Class 35 contains 36454 members 
Mstep: Class 36 contains 2275 members 
Mstep: Class 37 contains 37530 members 
Mstep: Class 38 contains 14869 members 
Mstep: Class 39 contains 17558 members 
Mstep: Class 40 contains 5855 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 8192 members 
Mstep: Class 43 contains 15004 members 
Mstep: Class 44 contains 4598 members 
Mstep: Class 45 contains 2197 members 
Mstep: Class 46 contains 1620 members 
Mstep: Class 47 contains 11625 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 4019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88124968.000000 Penalty: 99961.906250
Iteration 229Q: 50 clusters Score -8.812497e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 55891 members 
Mstep: Class 2 contains 700 members 
Mstep: Class 3 contains 49719 members 
Mstep: Class 4 contains 10518 members 
Mstep: Class 5 contains 110737 members 
Mstep: Class 6 contains 37577 members 
Mstep: Class 7 contains 36524 members 
Mstep: Class 8 contains 3864 members 
Mstep: Class 9 contains 10404 members 
Mstep: Class 10 contains 12282 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 24434 members 
Mstep: Class 13 contains 4004 members 
Mstep: Class 14 contains 4541 members 
Mstep: Class 15 contains 2843 members 
Mstep: Class 16 contains 37883 members 
Mstep: Class 17 contains 35127 members 
Mstep: Class 18 contains 11083 members 
Mstep: Class 19 contains 7374 members 
Mstep: Class 20 contains 1404 members 
Mstep: Class 21 contains 36683 members 
Mstep: Class 22 contains 5571 members 
Mstep: Class 23 contains 4439 members 
Mstep: Class 24 contains 6405 members 
Mstep: Class 25 contains 14681 members 
Mstep: Class 26 contains 3678 members 
Mstep: Class 27 contains 18499 members 
Mstep: Class 28 contains 9759 members 
Mstep: Class 29 contains 15107 members 
Mstep: Class 30 contains 16094 members 
Mstep: Class 31 contains 9281 members 
Mstep: Class 32 contains 106044 members 
Mstep: Class 33 contains 17968 members 
Mstep: Class 34 contains 8880 members 
Mstep: Class 35 contains 36454 members 
Mstep: Class 36 contains 2275 members 
Mstep: Class 37 contains 37530 members 
Mstep: Class 38 contains 14869 members 
Mstep: Class 39 contains 17558 members 
Mstep: Class 40 contains 5855 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 8192 members 
Mstep: Class 43 contains 15004 members 
Mstep: Class 44 contains 4598 members 
Mstep: Class 45 contains 2197 members 
Mstep: Class 46 contains 1620 members 
Mstep: Class 47 contains 11625 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 4019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88124952.000000 Penalty: 99961.906250
Iteration 230Q: 50 clusters Score -8.812495e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 55891 members 
Mstep: Class 2 contains 700 members 
Mstep: Class 3 contains 49719 members 
Mstep: Class 4 contains 10518 members 
Mstep: Class 5 contains 110737 members 
Mstep: Class 6 contains 37577 members 
Mstep: Class 7 contains 36524 members 
Mstep: Class 8 contains 3864 members 
Mstep: Class 9 contains 10404 members 
Mstep: Class 10 contains 12282 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 24434 members 
Mstep: Class 13 contains 4004 members 
Mstep: Class 14 contains 4541 members 
Mstep: Class 15 contains 2843 members 
Mstep: Class 16 contains 37883 members 
Mstep: Class 17 contains 35127 members 
Mstep: Class 18 contains 11083 members 
Mstep: Class 19 contains 7374 members 
Mstep: Class 20 contains 1404 members 
Mstep: Class 21 contains 36683 members 
Mstep: Class 22 contains 5571 members 
Mstep: Class 23 contains 4439 members 
Mstep: Class 24 contains 6405 members 
Mstep: Class 25 contains 14681 members 
Mstep: Class 26 contains 3678 members 
Mstep: Class 27 contains 18499 members 
Mstep: Class 28 contains 9759 members 
Mstep: Class 29 contains 15107 members 
Mstep: Class 30 contains 16094 members 
Mstep: Class 31 contains 9281 members 
Mstep: Class 32 contains 106044 members 
Mstep: Class 33 contains 17968 members 
Mstep: Class 34 contains 8880 members 
Mstep: Class 35 contains 36454 members 
Mstep: Class 36 contains 2275 members 
Mstep: Class 37 contains 37530 members 
Mstep: Class 38 contains 14869 members 
Mstep: Class 39 contains 17558 members 
Mstep: Class 40 contains 5855 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 8192 members 
Mstep: Class 43 contains 15004 members 
Mstep: Class 44 contains 4598 members 
Mstep: Class 45 contains 2197 members 
Mstep: Class 46 contains 1620 members 
Mstep: Class 47 contains 11625 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 4019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88124952.000000 Penalty: 99961.906250
Iteration 231F: 50 clusters Score -8.812495e+07 nChanged 0
Entering ConstructFrom: 
Score: -88124952.000000 Penalty: 99961.906250
Entering ConstructFrom: 
Trying to split cluster 1 (55891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55891 members 
Entering Unmasked Estep 
Score: -5591859.500000 Penalty: 1626.556519
	Iteration 0F: 2 clusters Score -5591860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27901 members 
Mstep: Class 2 contains 27990 members 
Entering Unmasked Estep 
Score: -5555307.000000 Penalty: 3253.113037
	Iteration 0F: 3 clusters Score -5555307 nChanged 26076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27365 members 
Mstep: Class 2 contains 28526 members 
Entering Unmasked Estep 
Score: -5570017.500000 Penalty: 3253.113037
	Iteration 1F: 3 clusters Score -5570018 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 28921 members 
Entering Unmasked Estep 
Score: -5570878.500000 Penalty: 3253.113037
	Iteration 2Q: 3 clusters Score -5570878 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26350 members 
Mstep: Class 2 contains 29541 members 
Entering Unmasked Estep 
Score: -5572008.500000 Penalty: 3253.113037
	Iteration 3Q: 3 clusters Score -5572008 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25452 members 
Mstep: Class 2 contains 30439 members 
Entering Unmasked Estep 
Score: -5573499.500000 Penalty: 3253.113037
	Iteration 4F: 3 clusters Score -5573500 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 31604 members 
Entering Unmasked Estep 
Score: -5575520.500000 Penalty: 3253.113037
	Iteration 5F: 3 clusters Score -5575520 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 33098 members 
Entering Unmasked Estep 
Score: -5578019.000000 Penalty: 3253.113037
	Iteration 6F: 3 clusters Score -5578019 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 34734 members 
Entering Unmasked Estep 
Score: -5581081.000000 Penalty: 3253.113037
	Iteration 7F: 3 clusters Score -5581081 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 36210 members 
Entering Unmasked Estep 
Score: -5584040.000000 Penalty: 3253.113037
	Iteration 8F: 3 clusters Score -5584040 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 37256 members 
Entering Unmasked Estep 
Score: -5586134.500000 Penalty: 3253.113037
	Iteration 9F: 3 clusters Score -5586134 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 38010 members 
Entering Unmasked Estep 
Score: -5587232.000000 Penalty: 3253.113037
	Iteration 10Q: 3 clusters Score -5587232 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 38590 members 
Entering Unmasked Estep 
Score: -5587792.500000 Penalty: 3253.113037
	Iteration 11Q: 3 clusters Score -5587792 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 39098 members 
Entering Unmasked Estep 
Score: -5588149.500000 Penalty: 3253.113037
	Iteration 12Q: 3 clusters Score -5588150 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 39611 members 
Entering Unmasked Estep 
Score: -5588439.500000 Penalty: 3253.113037
	Iteration 13Q: 3 clusters Score -5588440 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 40078 members 
Entering Unmasked Estep 
Score: -5588594.500000 Penalty: 3253.113037
	Iteration 14Q: 3 clusters Score -5588594 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 40476 members 
Entering Unmasked Estep 
Score: -5588759.500000 Penalty: 3253.113037
	Iteration 15Q: 3 clusters Score -5588760 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 40868 members 
Entering Unmasked Estep 
Score: -5588885.500000 Penalty: 3253.113037
	Iteration 16Q: 3 clusters Score -5588886 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 41239 members 
Entering Unmasked Estep 
Score: -5589010.500000 Penalty: 3253.113037
	Iteration 17Q: 3 clusters Score -5589010 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 41584 members 
Entering Unmasked Estep 
Score: -5589089.500000 Penalty: 3253.113037
	Iteration 18Q: 3 clusters Score -5589090 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 41899 members 
Entering Unmasked Estep 
Score: -5589159.000000 Penalty: 3253.113037
	Iteration 19Q: 3 clusters Score -5589159 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 42168 members 
Entering Unmasked Estep 
Score: -5589215.500000 Penalty: 3253.113037
	Iteration 20F: 3 clusters Score -5589216 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 42447 members 
Entering Unmasked Estep 
Score: -5589260.500000 Penalty: 3253.113037
	Iteration 21Q: 3 clusters Score -5589260 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 42697 members 
Entering Unmasked Estep 
Score: -5589309.500000 Penalty: 3253.113037
	Iteration 22Q: 3 clusters Score -5589310 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 42940 members 
Entering Unmasked Estep 
Score: -5589340.000000 Penalty: 3253.113037
	Iteration 23Q: 3 clusters Score -5589340 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 43158 members 
Entering Unmasked Estep 
Score: -5589380.000000 Penalty: 3253.113037
	Iteration 24Q: 3 clusters Score -5589380 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 43372 members 
Entering Unmasked Estep 
Score: -5589425.500000 Penalty: 3253.113037
	Iteration 25Q: 3 clusters Score -5589426 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 43577 members 
Entering Unmasked Estep 
Score: -5589454.500000 Penalty: 3253.113037
	Iteration 26Q: 3 clusters Score -5589454 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 43756 members 
Entering Unmasked Estep 
Score: -5589482.000000 Penalty: 3253.113037
	Iteration 27Q: 3 clusters Score -5589482 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 43935 members 
Entering Unmasked Estep 
Score: -5589514.000000 Penalty: 3253.113037
	Iteration 28Q: 3 clusters Score -5589514 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 44127 members 
Entering Unmasked Estep 
Score: -5589521.000000 Penalty: 3253.113037
	Iteration 29Q: 3 clusters Score -5589521 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 44321 members 
Entering Unmasked Estep 
Score: -5589541.500000 Penalty: 3253.113037
	Iteration 30Q: 3 clusters Score -5589542 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 44509 members 
Entering Unmasked Estep 
Score: -5589562.500000 Penalty: 3253.113037
	Iteration 31Q: 3 clusters Score -5589562 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 44679 members 
Entering Unmasked Estep 
Score: -5589576.000000 Penalty: 3253.113037
	Iteration 32Q: 3 clusters Score -5589576 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 44861 members 
Entering Unmasked Estep 
Score: -5589595.000000 Penalty: 3253.113037
	Iteration 33Q: 3 clusters Score -5589595 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 45022 members 
Entering Unmasked Estep 
Score: -5589610.500000 Penalty: 3253.113037
	Iteration 34Q: 3 clusters Score -5589610 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 45171 members 
Entering Unmasked Estep 
Score: -5589620.500000 Penalty: 3253.113037
	Iteration 35Q: 3 clusters Score -5589620 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 45317 members 
Entering Unmasked Estep 
Score: -5589635.000000 Penalty: 3253.113037
	Iteration 36Q: 3 clusters Score -5589635 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 45465 members 
Entering Unmasked Estep 
Score: -5589657.000000 Penalty: 3253.113037
	Iteration 37Q: 3 clusters Score -5589657 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 45620 members 
Entering Unmasked Estep 
Score: -5589699.500000 Penalty: 3253.113037
	Iteration 38Q: 3 clusters Score -5589700 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 45762 members 
Entering Unmasked Estep 
Score: -5589703.000000 Penalty: 3253.113037
	Iteration 39Q: 3 clusters Score -5589703 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 45894 members 
Entering Unmasked Estep 
Score: -5589700.500000 Penalty: 3253.113037
	Iteration 40F: 3 clusters Score -5589700 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 46021 members 
Entering Unmasked Estep 
Score: -5589700.500000 Penalty: 3253.113037
	Iteration 41Q: 3 clusters Score -5589700 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 46123 members 
Entering Unmasked Estep 
Score: -5589731.500000 Penalty: 3253.113037
	Iteration 42Q: 3 clusters Score -5589732 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 46215 members 
Entering Unmasked Estep 
Score: -5589713.500000 Penalty: 3253.113037
	Iteration 43Q: 3 clusters Score -5589714 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 46316 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5589746 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 46435 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5589756 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 46543 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5589764 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 46651 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5589778 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 46755 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5589786 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 46875 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5589804 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 47007 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5589823 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 47136 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5589835 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 47244 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5589846 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 47372 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5589864 nChanged 138
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Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 47508 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5589888 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 47643 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5589900 nChanged 134
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 47777 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5589923 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 47916 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5589943 nChanged 149
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Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 48063 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5589948 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 48208 members 
Entering Unmasked Estep 
Score: -5589972.500000 Penalty: 3253.113037
	Iteration 59Q: 3 clusters Score -5589972 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 48347 members 
Entering Unmasked Estep 
Score: -5590012.500000 Penalty: 3253.113037
	Iteration 60F: 3 clusters Score -5590012 nChanged 144
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 48487 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5590040 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 48610 members 
Entering Unmasked Estep 
Score: -5590027.000000 Penalty: 3253.113037
	Iteration 62Q: 3 clusters Score -5590027 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 48738 members 
Entering Unmasked Estep 
Score: -5590056.500000 Penalty: 3253.113037
	Iteration 63Q: 3 clusters Score -5590056 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 48863 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5590080 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 48993 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5590092 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 49115 members 
Entering Unmasked Estep 
Score: -5590117.000000 Penalty: 3253.113037
	Iteration 66Q: 3 clusters Score -5590117 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 49241 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5590120 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 49352 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5590130 nChanged 91
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Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 49441 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5590140 nChanged 103
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Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 49544 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5590134 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 49637 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5590164 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 49725 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5590178 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 49825 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5590179 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 49914 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5590214 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 49999 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5590202 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 50079 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5590216 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 50165 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5590236 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5650 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5590250 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 50312 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5590256 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 50371 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5590262 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 50432 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5590270 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 50495 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5590278 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 50559 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5590267 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 50618 members 
Entering Unmasked Estep 
Score: -5590283.000000 Penalty: 3253.113037
	Iteration 84Q: 3 clusters Score -5590283 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 50672 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5590293 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 50721 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5590298 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 50763 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5590296 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 50810 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5590296 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 50854 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5590300 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 50896 members 
Entering Unmasked Estep 
Score: -5590302.500000 Penalty: 3253.113037
	Iteration 90Q: 3 clusters Score -5590302 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 50937 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5590318 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 50977 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5590320 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 51009 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5590324 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 51041 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5590324 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4814 members 
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	Iteration 95Q: 3 clusters Score -5590325 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 51115 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5590327 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5590342 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 51200 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5590347 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 51243 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5590352 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 51295 members 
Entering Unmasked Estep 
Score: -5590369.000000 Penalty: 3253.113037
	Iteration 100F: 3 clusters Score -5590369 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 51349 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5590366 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 51402 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5590378 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 51445 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5590400 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 51480 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5590387 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 51513 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5590400 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 51547 members 
Entering Unmasked Estep 
Score: -5590411.000000 Penalty: 3253.113037
	Iteration 106Q: 3 clusters Score -5590411 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 51587 members 
Entering Unmasked Estep 
Score: -5590427.500000 Penalty: 3253.113037
	Iteration 107Q: 3 clusters Score -5590428 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 51626 members 
Entering Unmasked Estep 
Score: -5590429.000000 Penalty: 3253.113037
	Iteration 108Q: 3 clusters Score -5590429 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 51677 members 
Entering Unmasked Estep 
Score: -5590436.500000 Penalty: 3253.113037
	Iteration 109Q: 3 clusters Score -5590436 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 51724 members 
Entering Unmasked Estep 
Score: -5590453.000000 Penalty: 3253.113037
	Iteration 110Q: 3 clusters Score -5590453 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 51775 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5590468 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 51826 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5590458 nChanged 58
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Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 51882 members 
Entering Unmasked Estep 
Score: -5590466.000000 Penalty: 3253.113037
	Iteration 113Q: 3 clusters Score -5590466 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 51932 members 
Entering Unmasked Estep 
Score: -5590478.500000 Penalty: 3253.113037
	Iteration 114Q: 3 clusters Score -5590478 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 51979 members 
Entering Unmasked Estep 
Score: -5590479.500000 Penalty: 3253.113037
	Iteration 115Q: 3 clusters Score -5590480 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 52019 members 
Entering Unmasked Estep 
Score: -5590481.500000 Penalty: 3253.113037
	Iteration 116Q: 3 clusters Score -5590482 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 52054 members 
Entering Unmasked Estep 
Score: -5590474.500000 Penalty: 3253.113037
	Iteration 117Q: 3 clusters Score -5590474 nChanged 29
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Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 52083 members 
Entering Unmasked Estep 
Score: -5590482.500000 Penalty: 3253.113037
	Iteration 118Q: 3 clusters Score -5590482 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 52112 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5590482 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 52150 members 
Entering Unmasked Estep 
Score: -5590501.000000 Penalty: 3253.113037
	Iteration 120F: 3 clusters Score -5590501 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 52184 members 
Entering Unmasked Estep 
Score: -5590505.000000 Penalty: 3253.113037
	Iteration 121Q: 3 clusters Score -5590505 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 52218 members 
Entering Unmasked Estep 
Score: -5590510.500000 Penalty: 3253.113037
	Iteration 122Q: 3 clusters Score -5590510 nChanged 38
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Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 52256 members 
Entering Unmasked Estep 
Score: -5590522.500000 Penalty: 3253.113037
	Iteration 123Q: 3 clusters Score -5590522 nChanged 37
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Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 52291 members 
Entering Unmasked Estep 
Score: -5590534.000000 Penalty: 3253.113037
	Iteration 124Q: 3 clusters Score -5590534 nChanged 47
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Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 52338 members 
Entering Unmasked Estep 
Score: -5590540.500000 Penalty: 3253.113037
	Iteration 125Q: 3 clusters Score -5590540 nChanged 41
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Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 52377 members 
Entering Unmasked Estep 
Score: -5590547.000000 Penalty: 3253.113037
	Iteration 126Q: 3 clusters Score -5590547 nChanged 36
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Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 52413 members 
Entering Unmasked Estep 
Score: -5590557.500000 Penalty: 3253.113037
	Iteration 127Q: 3 clusters Score -5590558 nChanged 41
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Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 52452 members 
Entering Unmasked Estep 
Score: -5590550.500000 Penalty: 3253.113037
	Iteration 128Q: 3 clusters Score -5590550 nChanged 35
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Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 52487 members 
Entering Unmasked Estep 
Score: -5590554.500000 Penalty: 3253.113037
	Iteration 129Q: 3 clusters Score -5590554 nChanged 40
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Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 52527 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5590554 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 52555 members 
Entering Unmasked Estep 
Score: -5590563.000000 Penalty: 3253.113037
	Iteration 131Q: 3 clusters Score -5590563 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 52583 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -5590563 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 52609 members 
Entering Unmasked Estep 
Score: -5590563.500000 Penalty: 3253.113037
	Iteration 133Q: 3 clusters Score -5590564 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3260 members 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5590564 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3239 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5590564 nChanged 26
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Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 52678 members 
Entering Unmasked Estep 
Score: -5590570.000000 Penalty: 3253.113037
	Iteration 136Q: 3 clusters Score -5590570 nChanged 31
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Entering Unmasked Estep 
Score: -5590578.000000 Penalty: 3253.113037
	Iteration 137Q: 3 clusters Score -5590578 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 52734 members 
Entering Unmasked Estep 
Score: -5590581.000000 Penalty: 3253.113037
	Iteration 138Q: 3 clusters Score -5590581 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 52762 members 
Entering Unmasked Estep 
Score: -5590587.500000 Penalty: 3253.113037
	Iteration 139Q: 3 clusters Score -5590588 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 52788 members 
Entering Unmasked Estep 
Score: -5590590.500000 Penalty: 3253.113037
	Iteration 140F: 3 clusters Score -5590590 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 52809 members 
Entering Unmasked Estep 
Score: -5590583.500000 Penalty: 3253.113037
	Iteration 141Q: 3 clusters Score -5590584 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 52830 members 
Entering Unmasked Estep 
Score: -5590583.500000 Penalty: 3253.113037
	Iteration 142Q: 3 clusters Score -5590584 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 52859 members 
Entering Unmasked Estep 
Score: -5590586.500000 Penalty: 3253.113037
	Iteration 143Q: 3 clusters Score -5590586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 52872 members 
Entering Unmasked Estep 
Score: -5590595.500000 Penalty: 3253.113037
	Iteration 144Q: 3 clusters Score -5590596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 52875 members 
Entering Unmasked Estep 
Score: -5590590.500000 Penalty: 3253.113037
	Iteration 145Q: 3 clusters Score -5590590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 52881 members 
Entering Unmasked Estep 
Score: -5590586.500000 Penalty: 3253.113037
	Iteration 146Q: 3 clusters Score -5590586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 52888 members 
Entering Unmasked Estep 
Score: -5590593.000000 Penalty: 3253.113037
	Iteration 147Q: 3 clusters Score -5590593 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 52901 members 
Entering Unmasked Estep 
Score: -5590591.500000 Penalty: 3253.113037
	Iteration 148Q: 3 clusters Score -5590592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 52915 members 
Entering Unmasked Estep 
Score: -5590589.000000 Penalty: 3253.113037
	Iteration 149Q: 3 clusters Score -5590589 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 52927 members 
Entering Unmasked Estep 
Score: -5590588.000000 Penalty: 3253.113037
	Iteration 150Q: 3 clusters Score -5590588 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 52945 members 
Entering Unmasked Estep 
Score: -5590600.500000 Penalty: 3253.113037
	Iteration 151Q: 3 clusters Score -5590600 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 52959 members 
Entering Unmasked Estep 
Score: -5590608.000000 Penalty: 3253.113037
	Iteration 152Q: 3 clusters Score -5590608 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 52982 members 
Entering Unmasked Estep 
Score: -5590612.500000 Penalty: 3253.113037
	Iteration 153Q: 3 clusters Score -5590612 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 53009 members 
Entering Unmasked Estep 
Score: -5590617.500000 Penalty: 3253.113037
	Iteration 154Q: 3 clusters Score -5590618 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 53034 members 
Entering Unmasked Estep 
Score: -5590609.000000 Penalty: 3253.113037
	Iteration 155Q: 3 clusters Score -5590609 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 53058 members 
Entering Unmasked Estep 
Score: -5590628.000000 Penalty: 3253.113037
	Iteration 156Q: 3 clusters Score -5590628 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 53087 members 
Entering Unmasked Estep 
Score: -5590634.500000 Penalty: 3253.113037
	Iteration 157Q: 3 clusters Score -5590634 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 53107 members 
Entering Unmasked Estep 
Score: -5590641.000000 Penalty: 3253.113037
	Iteration 158Q: 3 clusters Score -5590641 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 53127 members 
Entering Unmasked Estep 
Score: -5590643.000000 Penalty: 3253.113037
	Iteration 159Q: 3 clusters Score -5590643 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 53143 members 
Entering Unmasked Estep 
Score: -5590646.500000 Penalty: 3253.113037
	Iteration 160F: 3 clusters Score -5590646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 53159 members 
Entering Unmasked Estep 
Score: -5590653.500000 Penalty: 3253.113037
	Iteration 161Q: 3 clusters Score -5590654 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 53168 members 
Entering Unmasked Estep 
Score: -5590655.500000 Penalty: 3253.113037
	Iteration 162Q: 3 clusters Score -5590656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 53179 members 
Entering Unmasked Estep 
Score: -5590651.000000 Penalty: 3253.113037
	Iteration 163Q: 3 clusters Score -5590651 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 53193 members 
Entering Unmasked Estep 
Score: -5590660.500000 Penalty: 3253.113037
	Iteration 164Q: 3 clusters Score -5590660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 53204 members 
Entering Unmasked Estep 
Score: -5590656.000000 Penalty: 3253.113037
	Iteration 165Q: 3 clusters Score -5590656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 53217 members 
Entering Unmasked Estep 
Score: -5590669.500000 Penalty: 3253.113037
	Iteration 166Q: 3 clusters Score -5590670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 53231 members 
Entering Unmasked Estep 
Score: -5590665.500000 Penalty: 3253.113037
	Iteration 167Q: 3 clusters Score -5590666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 53245 members 
Entering Unmasked Estep 
Score: -5590670.000000 Penalty: 3253.113037
	Iteration 168Q: 3 clusters Score -5590670 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 53260 members 
Entering Unmasked Estep 
Score: -5590665.000000 Penalty: 3253.113037
	Iteration 169Q: 3 clusters Score -5590665 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 53274 members 
Entering Unmasked Estep 
Score: -5590665.500000 Penalty: 3253.113037
	Iteration 170Q: 3 clusters Score -5590666 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 53290 members 
Entering Unmasked Estep 
Score: -5590672.500000 Penalty: 3253.113037
	Iteration 171Q: 3 clusters Score -5590672 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 53307 members 
Entering Unmasked Estep 
Score: -5590670.000000 Penalty: 3253.113037
	Iteration 172Q: 3 clusters Score -5590670 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 53327 members 
Entering Unmasked Estep 
Score: -5590683.000000 Penalty: 3253.113037
	Iteration 173Q: 3 clusters Score -5590683 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 53341 members 
Entering Unmasked Estep 
Score: -5590683.500000 Penalty: 3253.113037
	Iteration 174Q: 3 clusters Score -5590684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 53359 members 
Entering Unmasked Estep 
Score: -5590688.000000 Penalty: 3253.113037
	Iteration 175Q: 3 clusters Score -5590688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 53375 members 
Entering Unmasked Estep 
Score: -5590692.000000 Penalty: 3253.113037
	Iteration 176Q: 3 clusters Score -5590692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 53386 members 
Entering Unmasked Estep 
Score: -5590691.500000 Penalty: 3253.113037
	Iteration 177Q: 3 clusters Score -5590692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 53394 members 
Entering Unmasked Estep 
Score: -5590689.500000 Penalty: 3253.113037
	Iteration 178Q: 3 clusters Score -5590690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 53403 members 
Entering Unmasked Estep 
Score: -5590691.500000 Penalty: 3253.113037
	Iteration 179Q: 3 clusters Score -5590692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 53411 members 
Entering Unmasked Estep 
Score: -5590694.500000 Penalty: 3253.113037
	Iteration 180F: 3 clusters Score -5590694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 53415 members 
Entering Unmasked Estep 
Score: -5590695.500000 Penalty: 3253.113037
	Iteration 181Q: 3 clusters Score -5590696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 53424 members 
Entering Unmasked Estep 
Score: -5590700.500000 Penalty: 3253.113037
	Iteration 182Q: 3 clusters Score -5590700 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 53438 members 
Entering Unmasked Estep 
Score: -5590710.000000 Penalty: 3253.113037
	Iteration 183Q: 3 clusters Score -5590710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 53450 members 
Entering Unmasked Estep 
Score: -5590715.500000 Penalty: 3253.113037
	Iteration 184Q: 3 clusters Score -5590716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 53458 members 
Entering Unmasked Estep 
Score: -5590716.000000 Penalty: 3253.113037
	Iteration 185Q: 3 clusters Score -5590716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 53467 members 
Entering Unmasked Estep 
Score: -5590717.000000 Penalty: 3253.113037
	Iteration 186Q: 3 clusters Score -5590717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 53472 members 
Entering Unmasked Estep 
Score: -5590723.500000 Penalty: 3253.113037
	Iteration 187Q: 3 clusters Score -5590724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 53482 members 
Entering Unmasked Estep 
Score: -5590720.500000 Penalty: 3253.113037
	Iteration 188Q: 3 clusters Score -5590720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 53486 members 
Entering Unmasked Estep 
Score: -5590717.000000 Penalty: 3253.113037
	Iteration 189Q: 3 clusters Score -5590717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 53491 members 
Entering Unmasked Estep 
Score: -5590722.000000 Penalty: 3253.113037
	Iteration 190Q: 3 clusters Score -5590722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 53494 members 
Entering Unmasked Estep 
Score: -5590725.000000 Penalty: 3253.113037
	Iteration 191Q: 3 clusters Score -5590725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 53498 members 
Entering Unmasked Estep 
Score: -5590722.000000 Penalty: 3253.113037
	Iteration 192Q: 3 clusters Score -5590722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 53506 members 
Entering Unmasked Estep 
Score: -5590724.000000 Penalty: 3253.113037
	Iteration 193Q: 3 clusters Score -5590724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 53512 members 
Entering Unmasked Estep 
Score: -5590718.000000 Penalty: 3253.113037
	Iteration 194Q: 3 clusters Score -5590718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 53520 members 
Entering Unmasked Estep 
Score: -5590715.000000 Penalty: 3253.113037
	Iteration 195Q: 3 clusters Score -5590715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 53529 members 
Entering Unmasked Estep 
Score: -5590723.500000 Penalty: 3253.113037
	Iteration 196Q: 3 clusters Score -5590724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 53544 members 
Entering Unmasked Estep 
Score: -5590722.500000 Penalty: 3253.113037
	Iteration 197Q: 3 clusters Score -5590722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 53557 members 
Entering Unmasked Estep 
Score: -5590728.500000 Penalty: 3253.113037
	Iteration 198Q: 3 clusters Score -5590728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 53565 members 
Entering Unmasked Estep 
Score: -5590736.000000 Penalty: 3253.113037
	Iteration 199Q: 3 clusters Score -5590736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 53576 members 
Entering Unmasked Estep 
Score: -5590739.500000 Penalty: 3253.113037
	Iteration 200F: 3 clusters Score -5590740 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 53594 members 
Entering Unmasked Estep 
Score: -5590744.000000 Penalty: 3253.113037
	Iteration 201Q: 3 clusters Score -5590744 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 53611 members 
Entering Unmasked Estep 
Score: -5590734.000000 Penalty: 3253.113037
	Iteration 202Q: 3 clusters Score -5590734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 53619 members 
Entering Unmasked Estep 
Score: -5590742.500000 Penalty: 3253.113037
	Iteration 203Q: 3 clusters Score -5590742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 53632 members 
Entering Unmasked Estep 
Score: -5590751.000000 Penalty: 3253.113037
	Iteration 204Q: 3 clusters Score -5590751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 53637 members 
Entering Unmasked Estep 
Score: -5590750.000000 Penalty: 3253.113037
	Iteration 205Q: 3 clusters Score -5590750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 53640 members 
Entering Unmasked Estep 
Score: -5590758.000000 Penalty: 3253.113037
	Iteration 206Q: 3 clusters Score -5590758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 53646 members 
Entering Unmasked Estep 
Score: -5590755.000000 Penalty: 3253.113037
	Iteration 207Q: 3 clusters Score -5590755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 53649 members 
Entering Unmasked Estep 
Score: -5590756.500000 Penalty: 3253.113037
	Iteration 208Q: 3 clusters Score -5590756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 53655 members 
Entering Unmasked Estep 
Score: -5590765.000000 Penalty: 3253.113037
	Iteration 209Q: 3 clusters Score -5590765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 53656 members 
Entering Unmasked Estep 
Score: -5590766.000000 Penalty: 3253.113037
	Iteration 210Q: 3 clusters Score -5590766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 53656 members 
Entering Unmasked Estep 
Score: -5590767.000000 Penalty: 3253.113037
	Iteration 211Q: 3 clusters Score -5590767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 53658 members 
Entering Unmasked Estep 
Score: -5590769.500000 Penalty: 3253.113037
	Iteration 212Q: 3 clusters Score -5590770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 53658 members 
Entering Unmasked Estep 
Score: -5590769.500000 Penalty: 3253.113037
	Iteration 213F: 3 clusters Score -5590770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Entering Unmasked Estep 
Score: -60303.945312 Penalty: 974.800781
	Iteration 0F: 2 clusters Score -60303.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -59279.632812 Penalty: 1949.601562
	Iteration 0F: 3 clusters Score -59279.63 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -59508.996094 Penalty: 1949.601562
	Iteration 1F: 3 clusters Score -59509 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -59581.652344 Penalty: 1949.601562
	Iteration 2F: 3 clusters Score -59581.65 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -59645.246094 Penalty: 1949.601562
	Iteration 3Q: 3 clusters Score -59645.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -59675.195312 Penalty: 1949.601562
	Iteration 4Q: 3 clusters Score -59675.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -59697.054688 Penalty: 1949.601562
	Iteration 5Q: 3 clusters Score -59697.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -59707.046875 Penalty: 1949.601562
	Iteration 6Q: 3 clusters Score -59707.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -59718.164062 Penalty: 1949.601562
	Iteration 7Q: 3 clusters Score -59718.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -59725.937500 Penalty: 1949.601562
	Iteration 8Q: 3 clusters Score -59725.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -59728.500000 Penalty: 1949.601562
	Iteration 9Q: 3 clusters Score -59728.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -59730.867188 Penalty: 1949.601562
	Iteration 10Q: 3 clusters Score -59730.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -59734.011719 Penalty: 1949.601562
	Iteration 11Q: 3 clusters Score -59734.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -59736.839844 Penalty: 1949.601562
	Iteration 12Q: 3 clusters Score -59736.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -59739.394531 Penalty: 1949.601562
	Iteration 13Q: 3 clusters Score -59739.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -59739.394531 Penalty: 1949.601562
	Iteration 14F: 3 clusters Score -59739.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (49719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49719 members 
Entering Unmasked Estep 
Score: -4968572.500000 Penalty: 1609.144409
	Iteration 0F: 2 clusters Score -4968572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24804 members 
Mstep: Class 2 contains 24915 members 
Entering Unmasked Estep 
Score: -4936083.500000 Penalty: 3218.288818
	Iteration 0F: 3 clusters Score -4936084 nChanged 23029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 25502 members 
Entering Unmasked Estep 
Score: -4948693.500000 Penalty: 3218.288818
	Iteration 1F: 3 clusters Score -4948694 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -4949328.000000 Penalty: 3218.288818
	Iteration 2Q: 3 clusters Score -4949328 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 26630 members 
Entering Unmasked Estep 
Score: -4950014.000000 Penalty: 3218.288818
	Iteration 3Q: 3 clusters Score -4950014 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 27592 members 
Entering Unmasked Estep 
Score: -4950791.500000 Penalty: 3218.288818
	Iteration 4Q: 3 clusters Score -4950792 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 28941 members 
Entering Unmasked Estep 
Score: -4951701.000000 Penalty: 3218.288818
	Iteration 5Q: 3 clusters Score -4951701 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 30785 members 
Entering Unmasked Estep 
Score: -4952872.000000 Penalty: 3218.288818
	Iteration 6Q: 3 clusters Score -4952872 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 33253 members 
Entering Unmasked Estep 
Score: -4954530.500000 Penalty: 3218.288818
	Iteration 7F: 3 clusters Score -4954530 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 36258 members 
Entering Unmasked Estep 
Score: -4956753.000000 Penalty: 3218.288818
	Iteration 8F: 3 clusters Score -4956753 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 39488 members 
Entering Unmasked Estep 
Score: -4959399.500000 Penalty: 3218.288818
	Iteration 9F: 3 clusters Score -4959400 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 42483 members 
Entering Unmasked Estep 
Score: -4961967.500000 Penalty: 3218.288818
	Iteration 10F: 3 clusters Score -4961968 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 44880 members 
Entering Unmasked Estep 
Score: -4964006.500000 Penalty: 3218.288818
	Iteration 11Q: 3 clusters Score -4964006 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 46582 members 
Entering Unmasked Estep 
Score: -4965411.500000 Penalty: 3218.288818
	Iteration 12Q: 3 clusters Score -4965412 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 47650 members 
Entering Unmasked Estep 
Score: -4966203.000000 Penalty: 3218.288818
	Iteration 13Q: 3 clusters Score -4966203 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 48271 members 
Entering Unmasked Estep 
Score: -4966682.000000 Penalty: 3218.288818
	Iteration 14Q: 3 clusters Score -4966682 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 48654 members 
Entering Unmasked Estep 
Score: -4967006.000000 Penalty: 3218.288818
	Iteration 15Q: 3 clusters Score -4967006 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 48888 members 
Entering Unmasked Estep 
Score: -4967186.500000 Penalty: 3218.288818
	Iteration 16Q: 3 clusters Score -4967186 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 49020 members 
Entering Unmasked Estep 
Score: -4967311.000000 Penalty: 3218.288818
	Iteration 17Q: 3 clusters Score -4967311 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 49092 members 
Entering Unmasked Estep 
Score: -4967386.500000 Penalty: 3218.288818
	Iteration 18Q: 3 clusters Score -4967386 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 49127 members 
Entering Unmasked Estep 
Score: -4967427.500000 Penalty: 3218.288818
	Iteration 19Q: 3 clusters Score -4967428 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 49164 members 
Entering Unmasked Estep 
Score: -4967474.000000 Penalty: 3218.288818
	Iteration 20F: 3 clusters Score -4967474 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 49175 members 
Entering Unmasked Estep 
Score: -4967495.500000 Penalty: 3218.288818
	Iteration 21Q: 3 clusters Score -4967496 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 49186 members 
Entering Unmasked Estep 
Score: -4967511.000000 Penalty: 3218.288818
	Iteration 22Q: 3 clusters Score -4967511 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 49196 members 
Entering Unmasked Estep 
Score: -4967532.500000 Penalty: 3218.288818
	Iteration 23Q: 3 clusters Score -4967532 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 49202 members 
Entering Unmasked Estep 
Score: -4967537.500000 Penalty: 3218.288818
	Iteration 24Q: 3 clusters Score -4967538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 49208 members 
Entering Unmasked Estep 
Score: -4967543.000000 Penalty: 3218.288818
	Iteration 25Q: 3 clusters Score -4967543 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 49214 members 
Entering Unmasked Estep 
Score: -4967556.000000 Penalty: 3218.288818
	Iteration 26Q: 3 clusters Score -4967556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 49216 members 
Entering Unmasked Estep 
Score: -4967560.000000 Penalty: 3218.288818
	Iteration 27Q: 3 clusters Score -4967560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 49219 members 
Entering Unmasked Estep 
Score: -4967569.000000 Penalty: 3218.288818
	Iteration 28Q: 3 clusters Score -4967569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 49222 members 
Entering Unmasked Estep 
Score: -4967564.000000 Penalty: 3218.288818
	Iteration 29Q: 3 clusters Score -4967564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 49221 members 
Entering Unmasked Estep 
Score: -4967565.000000 Penalty: 3218.288818
	Iteration 30Q: 3 clusters Score -4967565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 49221 members 
Entering Unmasked Estep 
Score: -4967565.000000 Penalty: 3218.288818
	Iteration 31F: 3 clusters Score -4967565 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Entering Unmasked Estep 
Score: -1063169.875000 Penalty: 1378.013550
	Iteration 0F: 2 clusters Score -1063170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1056142.500000 Penalty: 2756.027100
	Iteration 0F: 3 clusters Score -1056142 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1058622.500000 Penalty: 2756.027100
	Iteration 1F: 3 clusters Score -1058622 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1058946.000000 Penalty: 2756.027100
	Iteration 2F: 3 clusters Score -1058946 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1059187.500000 Penalty: 2756.027100
	Iteration 3Q: 3 clusters Score -1059188 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1059375.750000 Penalty: 2756.027100
	Iteration 4Q: 3 clusters Score -1059376 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1059535.625000 Penalty: 2756.027100
	Iteration 5Q: 3 clusters Score -1059536 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1059679.375000 Penalty: 2756.027100
	Iteration 6Q: 3 clusters Score -1059679 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1059826.125000 Penalty: 2756.027100
	Iteration 7Q: 3 clusters Score -1059826 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1059991.625000 Penalty: 2756.027100
	Iteration 8Q: 3 clusters Score -1059992 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1060158.625000 Penalty: 2756.027100
	Iteration 9Q: 3 clusters Score -1060159 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1060308.250000 Penalty: 2756.027100
	Iteration 10Q: 3 clusters Score -1060308 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1060441.750000 Penalty: 2756.027100
	Iteration 11Q: 3 clusters Score -1060442 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1060552.375000 Penalty: 2756.027100
	Iteration 12Q: 3 clusters Score -1060552 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1060642.375000 Penalty: 2756.027100
	Iteration 13Q: 3 clusters Score -1060642 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1060733.375000 Penalty: 2756.027100
	Iteration 14Q: 3 clusters Score -1060733 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1060827.875000 Penalty: 2756.027100
	Iteration 15Q: 3 clusters Score -1060828 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1060894.125000 Penalty: 2756.027100
	Iteration 16Q: 3 clusters Score -1060894 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1060963.750000 Penalty: 2756.027100
	Iteration 17Q: 3 clusters Score -1060964 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1061037.625000 Penalty: 2756.027100
	Iteration 18Q: 3 clusters Score -1061038 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1061106.500000 Penalty: 2756.027100
	Iteration 19Q: 3 clusters Score -1061106 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1061165.500000 Penalty: 2756.027100
	Iteration 20F: 3 clusters Score -1061166 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1061218.375000 Penalty: 2756.027100
	Iteration 21Q: 3 clusters Score -1061218 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1061258.875000 Penalty: 2756.027100
	Iteration 22Q: 3 clusters Score -1061259 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1061296.250000 Penalty: 2756.027100
	Iteration 23Q: 3 clusters Score -1061296 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1061336.125000 Penalty: 2756.027100
	Iteration 24Q: 3 clusters Score -1061336 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1061366.250000 Penalty: 2756.027100
	Iteration 25Q: 3 clusters Score -1061366 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1061399.750000 Penalty: 2756.027100
	Iteration 26Q: 3 clusters Score -1061400 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1061432.375000 Penalty: 2756.027100
	Iteration 27Q: 3 clusters Score -1061432 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1061466.125000 Penalty: 2756.027100
	Iteration 28Q: 3 clusters Score -1061466 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1061502.125000 Penalty: 2756.027100
	Iteration 29Q: 3 clusters Score -1061502 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1061534.375000 Penalty: 2756.027100
	Iteration 30Q: 3 clusters Score -1061534 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1061562.125000 Penalty: 2756.027100
	Iteration 31Q: 3 clusters Score -1061562 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1061596.250000 Penalty: 2756.027100
	Iteration 32Q: 3 clusters Score -1061596 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1061620.875000 Penalty: 2756.027100
	Iteration 33Q: 3 clusters Score -1061621 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1061645.750000 Penalty: 2756.027100
	Iteration 34Q: 3 clusters Score -1061646 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1061662.125000 Penalty: 2756.027100
	Iteration 35Q: 3 clusters Score -1061662 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1061680.250000 Penalty: 2756.027100
	Iteration 36Q: 3 clusters Score -1061680 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1061696.250000 Penalty: 2756.027100
	Iteration 37Q: 3 clusters Score -1061696 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1061720.875000 Penalty: 2756.027100
	Iteration 38Q: 3 clusters Score -1061721 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1061737.375000 Penalty: 2756.027100
	Iteration 39Q: 3 clusters Score -1061737 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1061759.250000 Penalty: 2756.027100
	Iteration 40F: 3 clusters Score -1061759 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1061781.625000 Penalty: 2756.027100
	Iteration 41Q: 3 clusters Score -1061782 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1061805.875000 Penalty: 2756.027100
	Iteration 42Q: 3 clusters Score -1061806 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1061823.125000 Penalty: 2756.027100
	Iteration 43Q: 3 clusters Score -1061823 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1061839.000000 Penalty: 2756.027100
	Iteration 44Q: 3 clusters Score -1061839 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1061861.500000 Penalty: 2756.027100
	Iteration 45Q: 3 clusters Score -1061862 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1061883.375000 Penalty: 2756.027100
	Iteration 46Q: 3 clusters Score -1061883 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1061908.125000 Penalty: 2756.027100
	Iteration 47Q: 3 clusters Score -1061908 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1061923.875000 Penalty: 2756.027100
	Iteration 48Q: 3 clusters Score -1061924 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1061935.000000 Penalty: 2756.027100
	Iteration 49Q: 3 clusters Score -1061935 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1061945.000000 Penalty: 2756.027100
	Iteration 50Q: 3 clusters Score -1061945 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1061954.125000 Penalty: 2756.027100
	Iteration 51Q: 3 clusters Score -1061954 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1061964.125000 Penalty: 2756.027100
	Iteration 52Q: 3 clusters Score -1061964 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1061973.875000 Penalty: 2756.027100
	Iteration 53Q: 3 clusters Score -1061974 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1061984.875000 Penalty: 2756.027100
	Iteration 54Q: 3 clusters Score -1061985 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1061992.125000 Penalty: 2756.027100
	Iteration 55Q: 3 clusters Score -1061992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1061995.750000 Penalty: 2756.027100
	Iteration 56Q: 3 clusters Score -1061996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1061998.625000 Penalty: 2756.027100
	Iteration 57Q: 3 clusters Score -1061999 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1062005.250000 Penalty: 2756.027100
	Iteration 58Q: 3 clusters Score -1062005 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1062011.750000 Penalty: 2756.027100
	Iteration 59Q: 3 clusters Score -1062012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1062019.000000 Penalty: 2756.027100
	Iteration 60F: 3 clusters Score -1062019 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1062025.750000 Penalty: 2756.027100
	Iteration 61Q: 3 clusters Score -1062026 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1062031.625000 Penalty: 2756.027100
	Iteration 62Q: 3 clusters Score -1062032 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1062037.000000 Penalty: 2756.027100
	Iteration 63Q: 3 clusters Score -1062037 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1062042.000000 Penalty: 2756.027100
	Iteration 64Q: 3 clusters Score -1062042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1062047.750000 Penalty: 2756.027100
	Iteration 65Q: 3 clusters Score -1062048 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1062053.000000 Penalty: 2756.027100
	Iteration 66Q: 3 clusters Score -1062053 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1062062.500000 Penalty: 2756.027100
	Iteration 67Q: 3 clusters Score -1062062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1062068.625000 Penalty: 2756.027100
	Iteration 68Q: 3 clusters Score -1062069 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1062071.375000 Penalty: 2756.027100
	Iteration 69Q: 3 clusters Score -1062071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1062072.375000 Penalty: 2756.027100
	Iteration 70Q: 3 clusters Score -1062072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1062072.375000 Penalty: 2756.027100
	Iteration 71F: 3 clusters Score -1062072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (110737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110737 members 
Entering Unmasked Estep 
Score: -11159717.000000 Penalty: 1728.299072
	Iteration 0F: 2 clusters Score -1.115972e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55323 members 
Mstep: Class 2 contains 55414 members 
Entering Unmasked Estep 
Score: -11086659.000000 Penalty: 3456.598145
	Iteration 0F: 3 clusters Score -1.108666e+07 nChanged 52477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54366 members 
Mstep: Class 2 contains 56371 members 
Entering Unmasked Estep 
Score: -11117131.000000 Penalty: 3456.598145
	Iteration 1F: 3 clusters Score -1.111713e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53798 members 
Mstep: Class 2 contains 56939 members 
Entering Unmasked Estep 
Score: -11118011.000000 Penalty: 3456.598145
	Iteration 2Q: 3 clusters Score -1.111801e+07 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52811 members 
Mstep: Class 2 contains 57926 members 
Entering Unmasked Estep 
Score: -11119185.000000 Penalty: 3456.598145
	Iteration 3Q: 3 clusters Score -1.111918e+07 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51299 members 
Mstep: Class 2 contains 59438 members 
Entering Unmasked Estep 
Score: -11120633.000000 Penalty: 3456.598145
	Iteration 4Q: 3 clusters Score -1.112063e+07 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49102 members 
Mstep: Class 2 contains 61635 members 
Entering Unmasked Estep 
Score: -11122476.000000 Penalty: 3456.598145
	Iteration 5Q: 3 clusters Score -1.112248e+07 nChanged 5338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46116 members 
Mstep: Class 2 contains 64621 members 
Entering Unmasked Estep 
Score: -11124905.000000 Penalty: 3456.598145
	Iteration 6Q: 3 clusters Score -1.11249e+07 nChanged 5941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42283 members 
Mstep: Class 2 contains 68454 members 
Entering Unmasked Estep 
Score: -11127931.000000 Penalty: 3456.598145
	Iteration 7F: 3 clusters Score -1.112793e+07 nChanged 6435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37546 members 
Mstep: Class 2 contains 73191 members 
Entering Unmasked Estep 
Score: -11131877.000000 Penalty: 3456.598145
	Iteration 8F: 3 clusters Score -1.113188e+07 nChanged 6506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32486 members 
Mstep: Class 2 contains 78251 members 
Entering Unmasked Estep 
Score: -11136341.000000 Penalty: 3456.598145
	Iteration 9F: 3 clusters Score -1.113634e+07 nChanged 6104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27582 members 
Mstep: Class 2 contains 83155 members 
Entering Unmasked Estep 
Score: -11141198.000000 Penalty: 3456.598145
	Iteration 10F: 3 clusters Score -1.11412e+07 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 87016 members 
Entering Unmasked Estep 
Score: -11145398.000000 Penalty: 3456.598145
	Iteration 11Q: 3 clusters Score -1.11454e+07 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 89868 members 
Entering Unmasked Estep 
Score: -11148264.000000 Penalty: 3456.598145
	Iteration 12Q: 3 clusters Score -1.114826e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 92007 members 
Entering Unmasked Estep 
Score: -11149800.000000 Penalty: 3456.598145
	Iteration 13Q: 3 clusters Score -1.11498e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 93888 members 
Entering Unmasked Estep 
Score: -11150815.000000 Penalty: 3456.598145
	Iteration 14Q: 3 clusters Score -1.115082e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 95639 members 
Entering Unmasked Estep 
Score: -11151646.000000 Penalty: 3456.598145
	Iteration 15Q: 3 clusters Score -1.115165e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 97282 members 
Entering Unmasked Estep 
Score: -11152359.000000 Penalty: 3456.598145
	Iteration 16Q: 3 clusters Score -1.115236e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 98817 members 
Entering Unmasked Estep 
Score: -11153070.000000 Penalty: 3456.598145
	Iteration 17Q: 3 clusters Score -1.115307e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 100152 members 
Entering Unmasked Estep 
Score: -11153688.000000 Penalty: 3456.598145
	Iteration 18Q: 3 clusters Score -1.115369e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 101416 members 
Entering Unmasked Estep 
Score: -11154245.000000 Penalty: 3456.598145
	Iteration 19Q: 3 clusters Score -1.115424e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 102579 members 
Entering Unmasked Estep 
Score: -11154817.000000 Penalty: 3456.598145
	Iteration 20F: 3 clusters Score -1.115482e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 103662 members 
Entering Unmasked Estep 
Score: -11155298.000000 Penalty: 3456.598145
	Iteration 21Q: 3 clusters Score -1.11553e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 104649 members 
Entering Unmasked Estep 
Score: -11155743.000000 Penalty: 3456.598145
	Iteration 22Q: 3 clusters Score -1.115574e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 105497 members 
Entering Unmasked Estep 
Score: -11156078.000000 Penalty: 3456.598145
	Iteration 23Q: 3 clusters Score -1.115608e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 106189 members 
Entering Unmasked Estep 
Score: -11156398.000000 Penalty: 3456.598145
	Iteration 24Q: 3 clusters Score -1.11564e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 106775 members 
Entering Unmasked Estep 
Score: -11156714.000000 Penalty: 3456.598145
	Iteration 25Q: 3 clusters Score -1.115671e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 107302 members 
Entering Unmasked Estep 
Score: -11156931.000000 Penalty: 3456.598145
	Iteration 26Q: 3 clusters Score -1.115693e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 107734 members 
Entering Unmasked Estep 
Score: -11157161.000000 Penalty: 3456.598145
	Iteration 27Q: 3 clusters Score -1.115716e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 108112 members 
Entering Unmasked Estep 
Score: -11157350.000000 Penalty: 3456.598145
	Iteration 28Q: 3 clusters Score -1.115735e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 108416 members 
Entering Unmasked Estep 
Score: -11157491.000000 Penalty: 3456.598145
	Iteration 29Q: 3 clusters Score -1.115749e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 108684 members 
Entering Unmasked Estep 
Score: -11157603.000000 Penalty: 3456.598145
	Iteration 30Q: 3 clusters Score -1.11576e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 108901 members 
Entering Unmasked Estep 
Score: -11157737.000000 Penalty: 3456.598145
	Iteration 31Q: 3 clusters Score -1.115774e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 109078 members 
Entering Unmasked Estep 
Score: -11157838.000000 Penalty: 3456.598145
	Iteration 32Q: 3 clusters Score -1.115784e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 109235 members 
Entering Unmasked Estep 
Score: -11157886.000000 Penalty: 3456.598145
	Iteration 33Q: 3 clusters Score -1.115789e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 109342 members 
Entering Unmasked Estep 
Score: -11157963.000000 Penalty: 3456.598145
	Iteration 34Q: 3 clusters Score -1.115796e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 109452 members 
Entering Unmasked Estep 
Score: -11158011.000000 Penalty: 3456.598145
	Iteration 35Q: 3 clusters Score -1.115801e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 109551 members 
Entering Unmasked Estep 
Score: -11158045.000000 Penalty: 3456.598145
	Iteration 36Q: 3 clusters Score -1.115804e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 109636 members 
Entering Unmasked Estep 
Score: -11158093.000000 Penalty: 3456.598145
	Iteration 37Q: 3 clusters Score -1.115809e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 109693 members 
Entering Unmasked Estep 
Score: -11158118.000000 Penalty: 3456.598145
	Iteration 38Q: 3 clusters Score -1.115812e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 109753 members 
Entering Unmasked Estep 
Score: -11158153.000000 Penalty: 3456.598145
	Iteration 39Q: 3 clusters Score -1.115815e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 109803 members 
Entering Unmasked Estep 
Score: -11158184.000000 Penalty: 3456.598145
	Iteration 40F: 3 clusters Score -1.115818e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 109840 members 
Entering Unmasked Estep 
Score: -11158208.000000 Penalty: 3456.598145
	Iteration 41Q: 3 clusters Score -1.115821e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 109868 members 
Entering Unmasked Estep 
Score: -11158213.000000 Penalty: 3456.598145
	Iteration 42Q: 3 clusters Score -1.115821e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 109897 members 
Entering Unmasked Estep 
Score: -11158240.000000 Penalty: 3456.598145
	Iteration 43Q: 3 clusters Score -1.115824e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 109922 members 
Entering Unmasked Estep 
Score: -11158251.000000 Penalty: 3456.598145
	Iteration 44Q: 3 clusters Score -1.115825e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 109946 members 
Entering Unmasked Estep 
Score: -11158252.000000 Penalty: 3456.598145
	Iteration 45Q: 3 clusters Score -1.115825e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 109973 members 
Entering Unmasked Estep 
Score: -11158278.000000 Penalty: 3456.598145
	Iteration 46Q: 3 clusters Score -1.115828e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 109998 members 
Entering Unmasked Estep 
Score: -11158295.000000 Penalty: 3456.598145
	Iteration 47Q: 3 clusters Score -1.11583e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 110015 members 
Entering Unmasked Estep 
Score: -11158300.000000 Penalty: 3456.598145
	Iteration 48Q: 3 clusters Score -1.11583e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 110032 members 
Entering Unmasked Estep 
Score: -11158322.000000 Penalty: 3456.598145
	Iteration 49Q: 3 clusters Score -1.115832e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 110042 members 
Entering Unmasked Estep 
Score: -11158342.000000 Penalty: 3456.598145
	Iteration 50Q: 3 clusters Score -1.115834e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 110057 members 
Entering Unmasked Estep 
Score: -11158340.000000 Penalty: 3456.598145
	Iteration 51Q: 3 clusters Score -1.115834e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 110071 members 
Entering Unmasked Estep 
Score: -11158357.000000 Penalty: 3456.598145
	Iteration 52Q: 3 clusters Score -1.115836e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 110079 members 
Entering Unmasked Estep 
Score: -11158351.000000 Penalty: 3456.598145
	Iteration 53Q: 3 clusters Score -1.115835e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 110087 members 
Entering Unmasked Estep 
Score: -11158353.000000 Penalty: 3456.598145
	Iteration 54Q: 3 clusters Score -1.115835e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 110093 members 
Entering Unmasked Estep 
Score: -11158367.000000 Penalty: 3456.598145
	Iteration 55Q: 3 clusters Score -1.115837e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 110095 members 
Entering Unmasked Estep 
Score: -11158363.000000 Penalty: 3456.598145
	Iteration 56Q: 3 clusters Score -1.115836e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 110098 members 
Entering Unmasked Estep 
Score: -11158358.000000 Penalty: 3456.598145
	Iteration 57Q: 3 clusters Score -1.115836e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 110099 members 
Entering Unmasked Estep 
Score: -11158363.000000 Penalty: 3456.598145
	Iteration 58Q: 3 clusters Score -1.115836e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 110103 members 
Entering Unmasked Estep 
Score: -11158364.000000 Penalty: 3456.598145
	Iteration 59Q: 3 clusters Score -1.115836e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 110104 members 
Entering Unmasked Estep 
Score: -11158372.000000 Penalty: 3456.598145
	Iteration 60F: 3 clusters Score -1.115837e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 110106 members 
Entering Unmasked Estep 
Score: -11158374.000000 Penalty: 3456.598145
	Iteration 61Q: 3 clusters Score -1.115837e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 110109 members 
Entering Unmasked Estep 
Score: -11158362.000000 Penalty: 3456.598145
	Iteration 62Q: 3 clusters Score -1.115836e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 110111 members 
Entering Unmasked Estep 
Score: -11158374.000000 Penalty: 3456.598145
	Iteration 63Q: 3 clusters Score -1.115837e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 110114 members 
Entering Unmasked Estep 
Score: -11158369.000000 Penalty: 3456.598145
	Iteration 64Q: 3 clusters Score -1.115837e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 110117 members 
Entering Unmasked Estep 
Score: -11158372.000000 Penalty: 3456.598145
	Iteration 65Q: 3 clusters Score -1.115837e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 110119 members 
Entering Unmasked Estep 
Score: -11158385.000000 Penalty: 3456.598145
	Iteration 66Q: 3 clusters Score -1.115838e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 110121 members 
Entering Unmasked Estep 
Score: -11158390.000000 Penalty: 3456.598145
	Iteration 67Q: 3 clusters Score -1.115839e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 110122 members 
Entering Unmasked Estep 
Score: -11158392.000000 Penalty: 3456.598145
	Iteration 68Q: 3 clusters Score -1.115839e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 110123 members 
Entering Unmasked Estep 
Score: -11158391.000000 Penalty: 3456.598145
	Iteration 69Q: 3 clusters Score -1.115839e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 110123 members 
Entering Unmasked Estep 
Score: -11158392.000000 Penalty: 3456.598145
	Iteration 70Q: 3 clusters Score -1.115839e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 110123 members 
Entering Unmasked Estep 
Score: -11158392.000000 Penalty: 3456.598145
	Iteration 71F: 3 clusters Score -1.115839e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (37577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37577 members 
Entering Unmasked Estep 
Score: -3873339.750000 Penalty: 1567.481201
	Iteration 0F: 2 clusters Score -3873340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -3848929.500000 Penalty: 3134.962402
	Iteration 0F: 3 clusters Score -3848930 nChanged 16992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -3858413.500000 Penalty: 3134.962402
	Iteration 1F: 3 clusters Score -3858414 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -3859055.000000 Penalty: 3134.962402
	Iteration 2Q: 3 clusters Score -3859055 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -3859803.750000 Penalty: 3134.962402
	Iteration 3Q: 3 clusters Score -3859804 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -3860623.750000 Penalty: 3134.962402
	Iteration 4Q: 3 clusters Score -3860624 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -3861614.000000 Penalty: 3134.962402
	Iteration 5F: 3 clusters Score -3861614 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -3862819.500000 Penalty: 3134.962402
	Iteration 6F: 3 clusters Score -3862820 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -3864187.500000 Penalty: 3134.962402
	Iteration 7F: 3 clusters Score -3864188 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 26382 members 
Entering Unmasked Estep 
Score: -3865537.250000 Penalty: 3134.962402
	Iteration 8F: 3 clusters Score -3865537 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 27680 members 
Entering Unmasked Estep 
Score: -3866699.500000 Penalty: 3134.962402
	Iteration 9Q: 3 clusters Score -3866700 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 28737 members 
Entering Unmasked Estep 
Score: -3867624.750000 Penalty: 3134.962402
	Iteration 10Q: 3 clusters Score -3867625 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 29656 members 
Entering Unmasked Estep 
Score: -3868415.000000 Penalty: 3134.962402
	Iteration 11Q: 3 clusters Score -3868415 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 30435 members 
Entering Unmasked Estep 
Score: -3869047.000000 Penalty: 3134.962402
	Iteration 12Q: 3 clusters Score -3869047 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 31068 members 
Entering Unmasked Estep 
Score: -3869546.500000 Penalty: 3134.962402
	Iteration 13Q: 3 clusters Score -3869546 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 31592 members 
Entering Unmasked Estep 
Score: -3869934.750000 Penalty: 3134.962402
	Iteration 14Q: 3 clusters Score -3869935 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 32055 members 
Entering Unmasked Estep 
Score: -3870195.000000 Penalty: 3134.962402
	Iteration 15Q: 3 clusters Score -3870195 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 32457 members 
Entering Unmasked Estep 
Score: -3870416.500000 Penalty: 3134.962402
	Iteration 16Q: 3 clusters Score -3870416 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 32800 members 
Entering Unmasked Estep 
Score: -3870587.250000 Penalty: 3134.962402
	Iteration 17Q: 3 clusters Score -3870587 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 33116 members 
Entering Unmasked Estep 
Score: -3870731.250000 Penalty: 3134.962402
	Iteration 18Q: 3 clusters Score -3870731 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 33445 members 
Entering Unmasked Estep 
Score: -3870863.500000 Penalty: 3134.962402
	Iteration 19Q: 3 clusters Score -3870864 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 33742 members 
Entering Unmasked Estep 
Score: -3870976.000000 Penalty: 3134.962402
	Iteration 20F: 3 clusters Score -3870976 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 34012 members 
Entering Unmasked Estep 
Score: -3871065.500000 Penalty: 3134.962402
	Iteration 21Q: 3 clusters Score -3871066 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 34235 members 
Entering Unmasked Estep 
Score: -3871149.500000 Penalty: 3134.962402
	Iteration 22Q: 3 clusters Score -3871150 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 34433 members 
Entering Unmasked Estep 
Score: -3871249.750000 Penalty: 3134.962402
	Iteration 23Q: 3 clusters Score -3871250 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 34635 members 
Entering Unmasked Estep 
Score: -3871343.250000 Penalty: 3134.962402
	Iteration 24Q: 3 clusters Score -3871343 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 34814 members 
Entering Unmasked Estep 
Score: -3871410.000000 Penalty: 3134.962402
	Iteration 25Q: 3 clusters Score -3871410 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 34990 members 
Entering Unmasked Estep 
Score: -3871502.250000 Penalty: 3134.962402
	Iteration 26Q: 3 clusters Score -3871502 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 35140 members 
Entering Unmasked Estep 
Score: -3871577.750000 Penalty: 3134.962402
	Iteration 27Q: 3 clusters Score -3871578 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 35278 members 
Entering Unmasked Estep 
Score: -3871635.500000 Penalty: 3134.962402
	Iteration 28Q: 3 clusters Score -3871636 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 35417 members 
Entering Unmasked Estep 
Score: -3871691.000000 Penalty: 3134.962402
	Iteration 29Q: 3 clusters Score -3871691 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 35535 members 
Entering Unmasked Estep 
Score: -3871748.250000 Penalty: 3134.962402
	Iteration 30Q: 3 clusters Score -3871748 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 35632 members 
Entering Unmasked Estep 
Score: -3871794.250000 Penalty: 3134.962402
	Iteration 31Q: 3 clusters Score -3871794 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 35716 members 
Entering Unmasked Estep 
Score: -3871825.500000 Penalty: 3134.962402
	Iteration 32Q: 3 clusters Score -3871826 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 35795 members 
Entering Unmasked Estep 
Score: -3871855.500000 Penalty: 3134.962402
	Iteration 33Q: 3 clusters Score -3871856 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 35865 members 
Entering Unmasked Estep 
Score: -3871887.750000 Penalty: 3134.962402
	Iteration 34Q: 3 clusters Score -3871888 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 35927 members 
Entering Unmasked Estep 
Score: -3871921.250000 Penalty: 3134.962402
	Iteration 35Q: 3 clusters Score -3871921 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 35991 members 
Entering Unmasked Estep 
Score: -3871937.000000 Penalty: 3134.962402
	Iteration 36Q: 3 clusters Score -3871937 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 36054 members 
Entering Unmasked Estep 
Score: -3871960.250000 Penalty: 3134.962402
	Iteration 37Q: 3 clusters Score -3871960 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 36097 members 
Entering Unmasked Estep 
Score: -3871982.250000 Penalty: 3134.962402
	Iteration 38Q: 3 clusters Score -3871982 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 36126 members 
Entering Unmasked Estep 
Score: -3871992.750000 Penalty: 3134.962402
	Iteration 39Q: 3 clusters Score -3871993 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 36150 members 
Entering Unmasked Estep 
Score: -3872000.750000 Penalty: 3134.962402
	Iteration 40F: 3 clusters Score -3872001 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 36171 members 
Entering Unmasked Estep 
Score: -3872003.500000 Penalty: 3134.962402
	Iteration 41Q: 3 clusters Score -3872004 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 36185 members 
Entering Unmasked Estep 
Score: -3872013.750000 Penalty: 3134.962402
	Iteration 42Q: 3 clusters Score -3872014 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 36202 members 
Entering Unmasked Estep 
Score: -3872015.250000 Penalty: 3134.962402
	Iteration 43Q: 3 clusters Score -3872015 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 36218 members 
Entering Unmasked Estep 
Score: -3872014.250000 Penalty: 3134.962402
	Iteration 44Q: 3 clusters Score -3872014 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 36236 members 
Entering Unmasked Estep 
Score: -3872028.250000 Penalty: 3134.962402
	Iteration 45Q: 3 clusters Score -3872028 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 36251 members 
Entering Unmasked Estep 
Score: -3872034.750000 Penalty: 3134.962402
	Iteration 46Q: 3 clusters Score -3872035 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 36269 members 
Entering Unmasked Estep 
Score: -3872048.000000 Penalty: 3134.962402
	Iteration 47Q: 3 clusters Score -3872048 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 36282 members 
Entering Unmasked Estep 
Score: -3872056.500000 Penalty: 3134.962402
	Iteration 48Q: 3 clusters Score -3872056 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 36298 members 
Entering Unmasked Estep 
Score: -3872062.750000 Penalty: 3134.962402
	Iteration 49Q: 3 clusters Score -3872063 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 36305 members 
Entering Unmasked Estep 
Score: -3872069.750000 Penalty: 3134.962402
	Iteration 50Q: 3 clusters Score -3872070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 36312 members 
Entering Unmasked Estep 
Score: -3872074.250000 Penalty: 3134.962402
	Iteration 51Q: 3 clusters Score -3872074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 36323 members 
Entering Unmasked Estep 
Score: -3872079.500000 Penalty: 3134.962402
	Iteration 52Q: 3 clusters Score -3872080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 36328 members 
Entering Unmasked Estep 
Score: -3872081.750000 Penalty: 3134.962402
	Iteration 53Q: 3 clusters Score -3872082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 36334 members 
Entering Unmasked Estep 
Score: -3872079.750000 Penalty: 3134.962402
	Iteration 54Q: 3 clusters Score -3872080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 36339 members 
Entering Unmasked Estep 
Score: -3872079.500000 Penalty: 3134.962402
	Iteration 55Q: 3 clusters Score -3872080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 36340 members 
Entering Unmasked Estep 
Score: -3872083.750000 Penalty: 3134.962402
	Iteration 56Q: 3 clusters Score -3872084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 36341 members 
Entering Unmasked Estep 
Score: -3872081.250000 Penalty: 3134.962402
	Iteration 57Q: 3 clusters Score -3872081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 36342 members 
Entering Unmasked Estep 
Score: -3872082.750000 Penalty: 3134.962402
	Iteration 58Q: 3 clusters Score -3872083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 36344 members 
Entering Unmasked Estep 
Score: -3872083.000000 Penalty: 3134.962402
	Iteration 59Q: 3 clusters Score -3872083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 36345 members 
Entering Unmasked Estep 
Score: -3872082.750000 Penalty: 3134.962402
	Iteration 60F: 3 clusters Score -3872083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 36346 members 
Entering Unmasked Estep 
Score: -3872081.250000 Penalty: 3134.962402
	Iteration 61Q: 3 clusters Score -3872081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 36349 members 
Entering Unmasked Estep 
Score: -3872085.000000 Penalty: 3134.962402
	Iteration 62Q: 3 clusters Score -3872085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 36354 members 
Entering Unmasked Estep 
Score: -3872089.000000 Penalty: 3134.962402
	Iteration 63Q: 3 clusters Score -3872089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 36361 members 
Entering Unmasked Estep 
Score: -3872089.750000 Penalty: 3134.962402
	Iteration 64Q: 3 clusters Score -3872090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 36365 members 
Entering Unmasked Estep 
Score: -3872092.000000 Penalty: 3134.962402
	Iteration 65Q: 3 clusters Score -3872092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 36372 members 
Entering Unmasked Estep 
Score: -3872088.250000 Penalty: 3134.962402
	Iteration 66Q: 3 clusters Score -3872088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 36378 members 
Entering Unmasked Estep 
Score: -3872096.000000 Penalty: 3134.962402
	Iteration 67Q: 3 clusters Score -3872096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 36384 members 
Entering Unmasked Estep 
Score: -3872094.250000 Penalty: 3134.962402
	Iteration 68Q: 3 clusters Score -3872094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 36390 members 
Entering Unmasked Estep 
Score: -3872098.000000 Penalty: 3134.962402
	Iteration 69Q: 3 clusters Score -3872098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 36397 members 
Entering Unmasked Estep 
Score: -3872102.500000 Penalty: 3134.962402
	Iteration 70Q: 3 clusters Score -3872102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 36401 members 
Entering Unmasked Estep 
Score: -3872101.250000 Penalty: 3134.962402
	Iteration 71Q: 3 clusters Score -3872101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 36404 members 
Entering Unmasked Estep 
Score: -3872103.000000 Penalty: 3134.962402
	Iteration 72Q: 3 clusters Score -3872103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 36404 members 
Entering Unmasked Estep 
Score: -3872103.000000 Penalty: 3134.962402
	Iteration 73F: 3 clusters Score -3872103 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (36524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36524 members 
Entering Unmasked Estep 
Score: -3471536.000000 Penalty: 1563.251953
	Iteration 0F: 2 clusters Score -3471536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -3447901.500000 Penalty: 3126.503906
	Iteration 0F: 3 clusters Score -3447902 nChanged 16519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -3457132.250000 Penalty: 3126.503906
	Iteration 1F: 3 clusters Score -3457132 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -3457815.250000 Penalty: 3126.503906
	Iteration 2F: 3 clusters Score -3457815 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -3458514.250000 Penalty: 3126.503906
	Iteration 3Q: 3 clusters Score -3458514 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -3459214.750000 Penalty: 3126.503906
	Iteration 4Q: 3 clusters Score -3459215 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -3459934.500000 Penalty: 3126.503906
	Iteration 5Q: 3 clusters Score -3459934 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 23184 members 
Entering Unmasked Estep 
Score: -3460790.000000 Penalty: 3126.503906
	Iteration 6Q: 3 clusters Score -3460790 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -3461855.500000 Penalty: 3126.503906
	Iteration 7Q: 3 clusters Score -3461856 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 26608 members 
Entering Unmasked Estep 
Score: -3463219.500000 Penalty: 3126.503906
	Iteration 8F: 3 clusters Score -3463220 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 28560 members 
Entering Unmasked Estep 
Score: -3464745.500000 Penalty: 3126.503906
	Iteration 9F: 3 clusters Score -3464746 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 30374 members 
Entering Unmasked Estep 
Score: -3466294.000000 Penalty: 3126.503906
	Iteration 10F: 3 clusters Score -3466294 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 31907 members 
Entering Unmasked Estep 
Score: -3467590.000000 Penalty: 3126.503906
	Iteration 11Q: 3 clusters Score -3467590 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 33051 members 
Entering Unmasked Estep 
Score: -3468507.750000 Penalty: 3126.503906
	Iteration 12Q: 3 clusters Score -3468508 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 33821 members 
Entering Unmasked Estep 
Score: -3469075.250000 Penalty: 3126.503906
	Iteration 13Q: 3 clusters Score -3469075 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 34365 members 
Entering Unmasked Estep 
Score: -3469461.500000 Penalty: 3126.503906
	Iteration 14Q: 3 clusters Score -3469462 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 34743 members 
Entering Unmasked Estep 
Score: -3469702.250000 Penalty: 3126.503906
	Iteration 15Q: 3 clusters Score -3469702 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 35001 members 
Entering Unmasked Estep 
Score: -3469849.750000 Penalty: 3126.503906
	Iteration 16Q: 3 clusters Score -3469850 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 35185 members 
Entering Unmasked Estep 
Score: -3469974.000000 Penalty: 3126.503906
	Iteration 17Q: 3 clusters Score -3469974 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 35314 members 
Entering Unmasked Estep 
Score: -3470057.500000 Penalty: 3126.503906
	Iteration 18Q: 3 clusters Score -3470058 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 35400 members 
Entering Unmasked Estep 
Score: -3470120.750000 Penalty: 3126.503906
	Iteration 19Q: 3 clusters Score -3470121 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 35477 members 
Entering Unmasked Estep 
Score: -3470176.500000 Penalty: 3126.503906
	Iteration 20F: 3 clusters Score -3470176 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 35537 members 
Entering Unmasked Estep 
Score: -3470218.500000 Penalty: 3126.503906
	Iteration 21Q: 3 clusters Score -3470218 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 35587 members 
Entering Unmasked Estep 
Score: -3470261.500000 Penalty: 3126.503906
	Iteration 22Q: 3 clusters Score -3470262 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 35629 members 
Entering Unmasked Estep 
Score: -3470287.750000 Penalty: 3126.503906
	Iteration 23Q: 3 clusters Score -3470288 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 35661 members 
Entering Unmasked Estep 
Score: -3470314.250000 Penalty: 3126.503906
	Iteration 24Q: 3 clusters Score -3470314 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 35693 members 
Entering Unmasked Estep 
Score: -3470329.250000 Penalty: 3126.503906
	Iteration 25Q: 3 clusters Score -3470329 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 35722 members 
Entering Unmasked Estep 
Score: -3470348.750000 Penalty: 3126.503906
	Iteration 26Q: 3 clusters Score -3470349 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 35743 members 
Entering Unmasked Estep 
Score: -3470361.250000 Penalty: 3126.503906
	Iteration 27Q: 3 clusters Score -3470361 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 35760 members 
Entering Unmasked Estep 
Score: -3470374.500000 Penalty: 3126.503906
	Iteration 28Q: 3 clusters Score -3470374 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 35781 members 
Entering Unmasked Estep 
Score: -3470395.250000 Penalty: 3126.503906
	Iteration 29Q: 3 clusters Score -3470395 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 35798 members 
Entering Unmasked Estep 
Score: -3470407.250000 Penalty: 3126.503906
	Iteration 30Q: 3 clusters Score -3470407 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 35808 members 
Entering Unmasked Estep 
Score: -3470417.250000 Penalty: 3126.503906
	Iteration 31Q: 3 clusters Score -3470417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 35815 members 
Entering Unmasked Estep 
Score: -3470423.500000 Penalty: 3126.503906
	Iteration 32Q: 3 clusters Score -3470424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 35820 members 
Entering Unmasked Estep 
Score: -3470429.500000 Penalty: 3126.503906
	Iteration 33Q: 3 clusters Score -3470430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 35823 members 
Entering Unmasked Estep 
Score: -3470431.250000 Penalty: 3126.503906
	Iteration 34Q: 3 clusters Score -3470431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 35827 members 
Entering Unmasked Estep 
Score: -3470435.750000 Penalty: 3126.503906
	Iteration 35Q: 3 clusters Score -3470436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 35830 members 
Entering Unmasked Estep 
Score: -3470433.250000 Penalty: 3126.503906
	Iteration 36Q: 3 clusters Score -3470433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 35832 members 
Entering Unmasked Estep 
Score: -3470436.250000 Penalty: 3126.503906
	Iteration 37Q: 3 clusters Score -3470436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 35833 members 
Entering Unmasked Estep 
Score: -3470436.750000 Penalty: 3126.503906
	Iteration 38Q: 3 clusters Score -3470437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 35835 members 
Entering Unmasked Estep 
Score: -3470438.750000 Penalty: 3126.503906
	Iteration 39Q: 3 clusters Score -3470439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 35838 members 
Entering Unmasked Estep 
Score: -3470440.000000 Penalty: 3126.503906
	Iteration 40F: 3 clusters Score -3470440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 35838 members 
Entering Unmasked Estep 
Score: -3470438.500000 Penalty: 3126.503906
	Iteration 41Q: 3 clusters Score -3470438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 35840 members 
Entering Unmasked Estep 
Score: -3470437.500000 Penalty: 3126.503906
	Iteration 42Q: 3 clusters Score -3470438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 35842 members 
Entering Unmasked Estep 
Score: -3470440.250000 Penalty: 3126.503906
	Iteration 43Q: 3 clusters Score -3470440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 35844 members 
Entering Unmasked Estep 
Score: -3470440.000000 Penalty: 3126.503906
	Iteration 44Q: 3 clusters Score -3470440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 35850 members 
Entering Unmasked Estep 
Score: -3470440.500000 Penalty: 3126.503906
	Iteration 45Q: 3 clusters Score -3470440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 35854 members 
Entering Unmasked Estep 
Score: -3470444.750000 Penalty: 3126.503906
	Iteration 46Q: 3 clusters Score -3470445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 35858 members 
Entering Unmasked Estep 
Score: -3470443.250000 Penalty: 3126.503906
	Iteration 47Q: 3 clusters Score -3470443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 35861 members 
Entering Unmasked Estep 
Score: -3470450.750000 Penalty: 3126.503906
	Iteration 48Q: 3 clusters Score -3470451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 35865 members 
Entering Unmasked Estep 
Score: -3470454.250000 Penalty: 3126.503906
	Iteration 49Q: 3 clusters Score -3470454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 35870 members 
Entering Unmasked Estep 
Score: -3470455.250000 Penalty: 3126.503906
	Iteration 50Q: 3 clusters Score -3470455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 35869 members 
Entering Unmasked Estep 
Score: -3470454.500000 Penalty: 3126.503906
	Iteration 51Q: 3 clusters Score -3470454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 35869 members 
Entering Unmasked Estep 
Score: -3470456.750000 Penalty: 3126.503906
	Iteration 52Q: 3 clusters Score -3470457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 35869 members 
Entering Unmasked Estep 
Score: -3470456.750000 Penalty: 3126.503906
	Iteration 53F: 3 clusters Score -3470457 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Entering Unmasked Estep 
Score: -369818.812500 Penalty: 1229.007446
	Iteration 0F: 2 clusters Score -369818.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -366810.968750 Penalty: 2458.014893
	Iteration 0F: 3 clusters Score -366811 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -367665.781250 Penalty: 2458.014893
	Iteration 1F: 3 clusters Score -367665.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -367875.937500 Penalty: 2458.014893
	Iteration 2F: 3 clusters Score -367875.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -367993.093750 Penalty: 2458.014893
	Iteration 3Q: 3 clusters Score -367993.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -368083.562500 Penalty: 2458.014893
	Iteration 4Q: 3 clusters Score -368083.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -368154.593750 Penalty: 2458.014893
	Iteration 5Q: 3 clusters Score -368154.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -368196.187500 Penalty: 2458.014893
	Iteration 6Q: 3 clusters Score -368196.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -368226.843750 Penalty: 2458.014893
	Iteration 7Q: 3 clusters Score -368226.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -368250.593750 Penalty: 2458.014893
	Iteration 8Q: 3 clusters Score -368250.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -368267.218750 Penalty: 2458.014893
	Iteration 9Q: 3 clusters Score -368267.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -368273.656250 Penalty: 2458.014893
	Iteration 10Q: 3 clusters Score -368273.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -368276.531250 Penalty: 2458.014893
	Iteration 11Q: 3 clusters Score -368276.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -368278.531250 Penalty: 2458.014893
	Iteration 12Q: 3 clusters Score -368278.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -368279.718750 Penalty: 2458.014893
	Iteration 13Q: 3 clusters Score -368279.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -368281.218750 Penalty: 2458.014893
	Iteration 14Q: 3 clusters Score -368281.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -368282.906250 Penalty: 2458.014893
	Iteration 15Q: 3 clusters Score -368282.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -368283.875000 Penalty: 2458.014893
	Iteration 16Q: 3 clusters Score -368283.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -368286.812500 Penalty: 2458.014893
	Iteration 17Q: 3 clusters Score -368286.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -368287.843750 Penalty: 2458.014893
	Iteration 18Q: 3 clusters Score -368287.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -368291.437500 Penalty: 2458.014893
	Iteration 19Q: 3 clusters Score -368291.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -368295.093750 Penalty: 2458.014893
	Iteration 20F: 3 clusters Score -368295.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -368299.656250 Penalty: 2458.014893
	Iteration 21Q: 3 clusters Score -368299.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -368302.812500 Penalty: 2458.014893
	Iteration 22Q: 3 clusters Score -368302.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -368304.812500 Penalty: 2458.014893
	Iteration 23Q: 3 clusters Score -368304.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -368304.906250 Penalty: 2458.014893
	Iteration 24Q: 3 clusters Score -368304.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -368305.406250 Penalty: 2458.014893
	Iteration 25Q: 3 clusters Score -368305.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -368306.500000 Penalty: 2458.014893
	Iteration 26Q: 3 clusters Score -368306.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -368307.000000 Penalty: 2458.014893
	Iteration 27Q: 3 clusters Score -368307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -368307.937500 Penalty: 2458.014893
	Iteration 28Q: 3 clusters Score -368307.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -368307.781250 Penalty: 2458.014893
	Iteration 29Q: 3 clusters Score -368307.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -368308.906250 Penalty: 2458.014893
	Iteration 30Q: 3 clusters Score -368308.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -368308.906250 Penalty: 2458.014893
	Iteration 31F: 3 clusters Score -368308.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Entering Unmasked Estep 
Score: -1090830.250000 Penalty: 1376.391968
	Iteration 0F: 2 clusters Score -1090830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1083792.000000 Penalty: 2752.783936
	Iteration 0F: 3 clusters Score -1083792 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1086052.125000 Penalty: 2752.783936
	Iteration 1F: 3 clusters Score -1086052 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1086359.875000 Penalty: 2752.783936
	Iteration 2F: 3 clusters Score -1086360 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1086582.000000 Penalty: 2752.783936
	Iteration 3F: 3 clusters Score -1086582 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1086772.750000 Penalty: 2752.783936
	Iteration 4Q: 3 clusters Score -1086773 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1086986.625000 Penalty: 2752.783936
	Iteration 5Q: 3 clusters Score -1086987 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1087211.750000 Penalty: 2752.783936
	Iteration 6Q: 3 clusters Score -1087212 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1087484.000000 Penalty: 2752.783936
	Iteration 7Q: 3 clusters Score -1087484 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1087762.250000 Penalty: 2752.783936
	Iteration 8Q: 3 clusters Score -1087762 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1088013.750000 Penalty: 2752.783936
	Iteration 9Q: 3 clusters Score -1088014 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1088246.875000 Penalty: 2752.783936
	Iteration 10Q: 3 clusters Score -1088247 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1088464.250000 Penalty: 2752.783936
	Iteration 11Q: 3 clusters Score -1088464 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1088647.875000 Penalty: 2752.783936
	Iteration 12Q: 3 clusters Score -1088648 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1088784.625000 Penalty: 2752.783936
	Iteration 13Q: 3 clusters Score -1088785 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1088882.375000 Penalty: 2752.783936
	Iteration 14Q: 3 clusters Score -1088882 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1088968.000000 Penalty: 2752.783936
	Iteration 15Q: 3 clusters Score -1088968 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1089029.500000 Penalty: 2752.783936
	Iteration 16Q: 3 clusters Score -1089030 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1089086.500000 Penalty: 2752.783936
	Iteration 17Q: 3 clusters Score -1089086 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1089131.125000 Penalty: 2752.783936
	Iteration 18Q: 3 clusters Score -1089131 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1089158.875000 Penalty: 2752.783936
	Iteration 19Q: 3 clusters Score -1089159 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1089181.875000 Penalty: 2752.783936
	Iteration 20F: 3 clusters Score -1089182 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1089212.000000 Penalty: 2752.783936
	Iteration 21Q: 3 clusters Score -1089212 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1089235.250000 Penalty: 2752.783936
	Iteration 22Q: 3 clusters Score -1089235 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1089256.375000 Penalty: 2752.783936
	Iteration 23Q: 3 clusters Score -1089256 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1089267.000000 Penalty: 2752.783936
	Iteration 24Q: 3 clusters Score -1089267 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1089280.500000 Penalty: 2752.783936
	Iteration 25Q: 3 clusters Score -1089280 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1089291.250000 Penalty: 2752.783936
	Iteration 26Q: 3 clusters Score -1089291 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1089301.625000 Penalty: 2752.783936
	Iteration 27Q: 3 clusters Score -1089302 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1089313.125000 Penalty: 2752.783936
	Iteration 28Q: 3 clusters Score -1089313 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1089333.375000 Penalty: 2752.783936
	Iteration 29Q: 3 clusters Score -1089333 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1089347.000000 Penalty: 2752.783936
	Iteration 30Q: 3 clusters Score -1089347 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1089356.500000 Penalty: 2752.783936
	Iteration 31Q: 3 clusters Score -1089356 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1089371.750000 Penalty: 2752.783936
	Iteration 32Q: 3 clusters Score -1089372 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1089389.500000 Penalty: 2752.783936
	Iteration 33Q: 3 clusters Score -1089390 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1089405.500000 Penalty: 2752.783936
	Iteration 34Q: 3 clusters Score -1089406 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1089418.125000 Penalty: 2752.783936
	Iteration 35Q: 3 clusters Score -1089418 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1089432.000000 Penalty: 2752.783936
	Iteration 36Q: 3 clusters Score -1089432 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1089445.875000 Penalty: 2752.783936
	Iteration 37Q: 3 clusters Score -1089446 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1089460.875000 Penalty: 2752.783936
	Iteration 38Q: 3 clusters Score -1089461 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1089474.500000 Penalty: 2752.783936
	Iteration 39Q: 3 clusters Score -1089474 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1089490.625000 Penalty: 2752.783936
	Iteration 40F: 3 clusters Score -1089491 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1089509.875000 Penalty: 2752.783936
	Iteration 41Q: 3 clusters Score -1089510 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1089525.125000 Penalty: 2752.783936
	Iteration 42Q: 3 clusters Score -1089525 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1089536.125000 Penalty: 2752.783936
	Iteration 43Q: 3 clusters Score -1089536 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1089544.500000 Penalty: 2752.783936
	Iteration 44Q: 3 clusters Score -1089544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1089552.875000 Penalty: 2752.783936
	Iteration 45Q: 3 clusters Score -1089553 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1089557.250000 Penalty: 2752.783936
	Iteration 46Q: 3 clusters Score -1089557 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1089561.375000 Penalty: 2752.783936
	Iteration 47Q: 3 clusters Score -1089561 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1089564.375000 Penalty: 2752.783936
	Iteration 48Q: 3 clusters Score -1089564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1089567.250000 Penalty: 2752.783936
	Iteration 49Q: 3 clusters Score -1089567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1089570.500000 Penalty: 2752.783936
	Iteration 50Q: 3 clusters Score -1089570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1089575.500000 Penalty: 2752.783936
	Iteration 51Q: 3 clusters Score -1089576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1089578.625000 Penalty: 2752.783936
	Iteration 52Q: 3 clusters Score -1089579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1089582.500000 Penalty: 2752.783936
	Iteration 53Q: 3 clusters Score -1089582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1089588.000000 Penalty: 2752.783936
	Iteration 54Q: 3 clusters Score -1089588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1089592.125000 Penalty: 2752.783936
	Iteration 55Q: 3 clusters Score -1089592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1089599.250000 Penalty: 2752.783936
	Iteration 56Q: 3 clusters Score -1089599 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1089607.875000 Penalty: 2752.783936
	Iteration 57Q: 3 clusters Score -1089608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1089617.125000 Penalty: 2752.783936
	Iteration 58Q: 3 clusters Score -1089617 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1089627.375000 Penalty: 2752.783936
	Iteration 59Q: 3 clusters Score -1089627 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1089635.625000 Penalty: 2752.783936
	Iteration 60F: 3 clusters Score -1089636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1089644.750000 Penalty: 2752.783936
	Iteration 61Q: 3 clusters Score -1089645 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1089654.750000 Penalty: 2752.783936
	Iteration 62Q: 3 clusters Score -1089655 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1089667.750000 Penalty: 2752.783936
	Iteration 63Q: 3 clusters Score -1089668 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1089679.750000 Penalty: 2752.783936
	Iteration 64Q: 3 clusters Score -1089680 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1089688.750000 Penalty: 2752.783936
	Iteration 65Q: 3 clusters Score -1089689 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1089695.250000 Penalty: 2752.783936
	Iteration 66Q: 3 clusters Score -1089695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1089700.375000 Penalty: 2752.783936
	Iteration 67Q: 3 clusters Score -1089700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1089702.625000 Penalty: 2752.783936
	Iteration 68Q: 3 clusters Score -1089703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1089708.625000 Penalty: 2752.783936
	Iteration 69Q: 3 clusters Score -1089709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1089713.625000 Penalty: 2752.783936
	Iteration 70Q: 3 clusters Score -1089714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1089718.125000 Penalty: 2752.783936
	Iteration 71Q: 3 clusters Score -1089718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1089725.500000 Penalty: 2752.783936
	Iteration 72Q: 3 clusters Score -1089726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1089737.375000 Penalty: 2752.783936
	Iteration 73Q: 3 clusters Score -1089737 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1089742.000000 Penalty: 2752.783936
	Iteration 74Q: 3 clusters Score -1089742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1089747.625000 Penalty: 2752.783936
	Iteration 75Q: 3 clusters Score -1089748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1089750.625000 Penalty: 2752.783936
	Iteration 76Q: 3 clusters Score -1089751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1089755.000000 Penalty: 2752.783936
	Iteration 77Q: 3 clusters Score -1089755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1089759.500000 Penalty: 2752.783936
	Iteration 78Q: 3 clusters Score -1089760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1089760.750000 Penalty: 2752.783936
	Iteration 79Q: 3 clusters Score -1089761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1089767.875000 Penalty: 2752.783936
	Iteration 80F: 3 clusters Score -1089768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1089769.375000 Penalty: 2752.783936
	Iteration 81Q: 3 clusters Score -1089769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1089772.625000 Penalty: 2752.783936
	Iteration 82Q: 3 clusters Score -1089773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1089772.625000 Penalty: 2752.783936
	Iteration 83F: 3 clusters Score -1089773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Entering Unmasked Estep 
Score: -1235260.625000 Penalty: 1401.084473
	Iteration 0F: 2 clusters Score -1235261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1227072.875000 Penalty: 2802.168945
	Iteration 0F: 3 clusters Score -1227073 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1229795.500000 Penalty: 2802.168945
	Iteration 1F: 3 clusters Score -1229796 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1230063.000000 Penalty: 2802.168945
	Iteration 2F: 3 clusters Score -1230063 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1230283.625000 Penalty: 2802.168945
	Iteration 3Q: 3 clusters Score -1230284 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1230492.375000 Penalty: 2802.168945
	Iteration 4Q: 3 clusters Score -1230492 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1230685.625000 Penalty: 2802.168945
	Iteration 5Q: 3 clusters Score -1230686 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1230900.125000 Penalty: 2802.168945
	Iteration 6Q: 3 clusters Score -1230900 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1231149.125000 Penalty: 2802.168945
	Iteration 7Q: 3 clusters Score -1231149 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1231448.250000 Penalty: 2802.168945
	Iteration 8Q: 3 clusters Score -1231448 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1231806.750000 Penalty: 2802.168945
	Iteration 9Q: 3 clusters Score -1231807 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1232194.750000 Penalty: 2802.168945
	Iteration 10Q: 3 clusters Score -1232195 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1232575.625000 Penalty: 2802.168945
	Iteration 11Q: 3 clusters Score -1232576 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1232948.875000 Penalty: 2802.168945
	Iteration 12Q: 3 clusters Score -1232949 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1233273.500000 Penalty: 2802.168945
	Iteration 13Q: 3 clusters Score -1233274 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1233536.625000 Penalty: 2802.168945
	Iteration 14Q: 3 clusters Score -1233537 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1233725.500000 Penalty: 2802.168945
	Iteration 15Q: 3 clusters Score -1233726 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1233853.375000 Penalty: 2802.168945
	Iteration 16Q: 3 clusters Score -1233853 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1233949.375000 Penalty: 2802.168945
	Iteration 17Q: 3 clusters Score -1233949 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1234052.000000 Penalty: 2802.168945
	Iteration 18Q: 3 clusters Score -1234052 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1234119.000000 Penalty: 2802.168945
	Iteration 19Q: 3 clusters Score -1234119 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1234158.500000 Penalty: 2802.168945
	Iteration 20F: 3 clusters Score -1234158 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1234191.625000 Penalty: 2802.168945
	Iteration 21Q: 3 clusters Score -1234192 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1234223.875000 Penalty: 2802.168945
	Iteration 22Q: 3 clusters Score -1234224 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1234249.375000 Penalty: 2802.168945
	Iteration 23Q: 3 clusters Score -1234249 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1234275.625000 Penalty: 2802.168945
	Iteration 24Q: 3 clusters Score -1234276 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1234291.500000 Penalty: 2802.168945
	Iteration 25Q: 3 clusters Score -1234292 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1234304.375000 Penalty: 2802.168945
	Iteration 26Q: 3 clusters Score -1234304 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1234312.750000 Penalty: 2802.168945
	Iteration 27Q: 3 clusters Score -1234313 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1234323.750000 Penalty: 2802.168945
	Iteration 28Q: 3 clusters Score -1234324 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1234333.625000 Penalty: 2802.168945
	Iteration 29Q: 3 clusters Score -1234334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1234341.750000 Penalty: 2802.168945
	Iteration 30Q: 3 clusters Score -1234342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1234344.750000 Penalty: 2802.168945
	Iteration 31Q: 3 clusters Score -1234345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1234346.250000 Penalty: 2802.168945
	Iteration 32Q: 3 clusters Score -1234346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1234348.125000 Penalty: 2802.168945
	Iteration 33Q: 3 clusters Score -1234348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1234348.125000 Penalty: 2802.168945
	Iteration 34F: 3 clusters Score -1234348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Entering Unmasked Estep 
Score: -678650.062500 Penalty: 1320.309570
	Iteration 0F: 2 clusters Score -678650.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -673663.312500 Penalty: 2640.619141
	Iteration 0F: 3 clusters Score -673663.3 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -675200.437500 Penalty: 2640.619141
	Iteration 1F: 3 clusters Score -675200.4 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -675497.812500 Penalty: 2640.619141
	Iteration 2F: 3 clusters Score -675497.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -675742.375000 Penalty: 2640.619141
	Iteration 3F: 3 clusters Score -675742.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -675962.500000 Penalty: 2640.619141
	Iteration 4Q: 3 clusters Score -675962.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -676160.187500 Penalty: 2640.619141
	Iteration 5Q: 3 clusters Score -676160.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -676372.625000 Penalty: 2640.619141
	Iteration 6Q: 3 clusters Score -676372.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -676589.125000 Penalty: 2640.619141
	Iteration 7Q: 3 clusters Score -676589.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -676827.000000 Penalty: 2640.619141
	Iteration 8Q: 3 clusters Score -676827 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -677038.250000 Penalty: 2640.619141
	Iteration 9Q: 3 clusters Score -677038.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -677209.625000 Penalty: 2640.619141
	Iteration 10Q: 3 clusters Score -677209.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -677359.812500 Penalty: 2640.619141
	Iteration 11Q: 3 clusters Score -677359.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -677489.187500 Penalty: 2640.619141
	Iteration 12Q: 3 clusters Score -677489.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -677582.562500 Penalty: 2640.619141
	Iteration 13Q: 3 clusters Score -677582.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -677681.750000 Penalty: 2640.619141
	Iteration 14Q: 3 clusters Score -677681.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -677792.937500 Penalty: 2640.619141
	Iteration 15Q: 3 clusters Score -677792.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -677894.687500 Penalty: 2640.619141
	Iteration 16Q: 3 clusters Score -677894.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -677969.750000 Penalty: 2640.619141
	Iteration 17Q: 3 clusters Score -677969.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -678022.000000 Penalty: 2640.619141
	Iteration 18Q: 3 clusters Score -678022 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -678060.125000 Penalty: 2640.619141
	Iteration 19Q: 3 clusters Score -678060.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -678086.062500 Penalty: 2640.619141
	Iteration 20F: 3 clusters Score -678086.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -678119.312500 Penalty: 2640.619141
	Iteration 21Q: 3 clusters Score -678119.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -678146.437500 Penalty: 2640.619141
	Iteration 22Q: 3 clusters Score -678146.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -678167.812500 Penalty: 2640.619141
	Iteration 23Q: 3 clusters Score -678167.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -678185.812500 Penalty: 2640.619141
	Iteration 24Q: 3 clusters Score -678185.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -678202.125000 Penalty: 2640.619141
	Iteration 25Q: 3 clusters Score -678202.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -678213.875000 Penalty: 2640.619141
	Iteration 26Q: 3 clusters Score -678213.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -678226.312500 Penalty: 2640.619141
	Iteration 27Q: 3 clusters Score -678226.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -678238.125000 Penalty: 2640.619141
	Iteration 28Q: 3 clusters Score -678238.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -678249.000000 Penalty: 2640.619141
	Iteration 29Q: 3 clusters Score -678249 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -678260.875000 Penalty: 2640.619141
	Iteration 30Q: 3 clusters Score -678260.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -678272.812500 Penalty: 2640.619141
	Iteration 31Q: 3 clusters Score -678272.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -678291.125000 Penalty: 2640.619141
	Iteration 32Q: 3 clusters Score -678291.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -678306.562500 Penalty: 2640.619141
	Iteration 33Q: 3 clusters Score -678306.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -678315.125000 Penalty: 2640.619141
	Iteration 34Q: 3 clusters Score -678315.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -678315.812500 Penalty: 2640.619141
	Iteration 35Q: 3 clusters Score -678315.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -678317.250000 Penalty: 2640.619141
	Iteration 36Q: 3 clusters Score -678317.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -678318.312500 Penalty: 2640.619141
	Iteration 37Q: 3 clusters Score -678318.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -678326.125000 Penalty: 2640.619141
	Iteration 38Q: 3 clusters Score -678326.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -678333.000000 Penalty: 2640.619141
	Iteration 39Q: 3 clusters Score -678333 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -678337.625000 Penalty: 2640.619141
	Iteration 40F: 3 clusters Score -678337.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -678341.125000 Penalty: 2640.619141
	Iteration 41Q: 3 clusters Score -678341.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -678340.875000 Penalty: 2640.619141
	Iteration 42Q: 3 clusters Score -678340.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -678342.625000 Penalty: 2640.619141
	Iteration 43Q: 3 clusters Score -678342.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -678343.375000 Penalty: 2640.619141
	Iteration 44Q: 3 clusters Score -678343.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -678343.562500 Penalty: 2640.619141
	Iteration 45Q: 3 clusters Score -678343.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -678343.875000 Penalty: 2640.619141
	Iteration 46Q: 3 clusters Score -678343.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -678344.062500 Penalty: 2640.619141
	Iteration 47Q: 3 clusters Score -678344.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -678344.062500 Penalty: 2640.619141
	Iteration 48F: 3 clusters Score -678344.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (24434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24434 members 
Entering Unmasked Estep 
Score: -2390806.500000 Penalty: 1503.435181
	Iteration 0F: 2 clusters Score -2390806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -2374893.250000 Penalty: 3006.870361
	Iteration 0F: 3 clusters Score -2374893 nChanged 10917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -2380980.250000 Penalty: 3006.870361
	Iteration 1F: 3 clusters Score -2380980 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -2381489.750000 Penalty: 3006.870361
	Iteration 2F: 3 clusters Score -2381490 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -2381970.750000 Penalty: 3006.870361
	Iteration 3Q: 3 clusters Score -2381971 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -2382461.750000 Penalty: 3006.870361
	Iteration 4Q: 3 clusters Score -2382462 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -2383043.500000 Penalty: 3006.870361
	Iteration 5Q: 3 clusters Score -2383044 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -2383662.000000 Penalty: 3006.870361
	Iteration 6Q: 3 clusters Score -2383662 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -2384383.500000 Penalty: 3006.870361
	Iteration 7Q: 3 clusters Score -2384384 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -2385180.000000 Penalty: 3006.870361
	Iteration 8F: 3 clusters Score -2385180 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -2386134.000000 Penalty: 3006.870361
	Iteration 9F: 3 clusters Score -2386134 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -2387090.500000 Penalty: 3006.870361
	Iteration 10F: 3 clusters Score -2387090 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -2387905.500000 Penalty: 3006.870361
	Iteration 11Q: 3 clusters Score -2387906 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -2388516.250000 Penalty: 3006.870361
	Iteration 12Q: 3 clusters Score -2388516 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -2388900.000000 Penalty: 3006.870361
	Iteration 13Q: 3 clusters Score -2388900 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -2389141.250000 Penalty: 3006.870361
	Iteration 14Q: 3 clusters Score -2389141 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -2389314.500000 Penalty: 3006.870361
	Iteration 15Q: 3 clusters Score -2389314 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -2389448.750000 Penalty: 3006.870361
	Iteration 16Q: 3 clusters Score -2389449 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -2389556.000000 Penalty: 3006.870361
	Iteration 17Q: 3 clusters Score -2389556 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -2389635.750000 Penalty: 3006.870361
	Iteration 18Q: 3 clusters Score -2389636 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -2389705.000000 Penalty: 3006.870361
	Iteration 19Q: 3 clusters Score -2389705 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -2389767.000000 Penalty: 3006.870361
	Iteration 20F: 3 clusters Score -2389767 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -2389816.000000 Penalty: 3006.870361
	Iteration 21Q: 3 clusters Score -2389816 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -2389867.000000 Penalty: 3006.870361
	Iteration 22Q: 3 clusters Score -2389867 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -2389896.750000 Penalty: 3006.870361
	Iteration 23Q: 3 clusters Score -2389897 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -2389938.750000 Penalty: 3006.870361
	Iteration 24Q: 3 clusters Score -2389939 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -2390001.500000 Penalty: 3006.870361
	Iteration 25Q: 3 clusters Score -2390002 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -2390044.000000 Penalty: 3006.870361
	Iteration 26Q: 3 clusters Score -2390044 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -2390074.750000 Penalty: 3006.870361
	Iteration 27Q: 3 clusters Score -2390075 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -2390093.000000 Penalty: 3006.870361
	Iteration 28Q: 3 clusters Score -2390093 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -2390125.250000 Penalty: 3006.870361
	Iteration 29Q: 3 clusters Score -2390125 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -2390149.000000 Penalty: 3006.870361
	Iteration 30Q: 3 clusters Score -2390149 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -2390167.250000 Penalty: 3006.870361
	Iteration 31Q: 3 clusters Score -2390167 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -2390174.250000 Penalty: 3006.870361
	Iteration 32Q: 3 clusters Score -2390174 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -2390181.500000 Penalty: 3006.870361
	Iteration 33Q: 3 clusters Score -2390182 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -2390189.250000 Penalty: 3006.870361
	Iteration 34Q: 3 clusters Score -2390189 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -2390197.000000 Penalty: 3006.870361
	Iteration 35Q: 3 clusters Score -2390197 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -2390194.000000 Penalty: 3006.870361
	Iteration 36Q: 3 clusters Score -2390194 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -2390199.000000 Penalty: 3006.870361
	Iteration 37Q: 3 clusters Score -2390199 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -2390192.500000 Penalty: 3006.870361
	Iteration 38Q: 3 clusters Score -2390192 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -2390197.250000 Penalty: 3006.870361
	Iteration 39Q: 3 clusters Score -2390197 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -2390203.000000 Penalty: 3006.870361
	Iteration 40F: 3 clusters Score -2390203 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -2390202.250000 Penalty: 3006.870361
	Iteration 41Q: 3 clusters Score -2390202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -2390203.250000 Penalty: 3006.870361
	Iteration 42Q: 3 clusters Score -2390203 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -2390210.000000 Penalty: 3006.870361
	Iteration 43Q: 3 clusters Score -2390210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -2390211.000000 Penalty: 3006.870361
	Iteration 44Q: 3 clusters Score -2390211 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -2390209.250000 Penalty: 3006.870361
	Iteration 45Q: 3 clusters Score -2390209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -2390206.750000 Penalty: 3006.870361
	Iteration 46Q: 3 clusters Score -2390207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -2390209.750000 Penalty: 3006.870361
	Iteration 47Q: 3 clusters Score -2390210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -2390206.750000 Penalty: 3006.870361
	Iteration 48Q: 3 clusters Score -2390207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -2390207.000000 Penalty: 3006.870361
	Iteration 49Q: 3 clusters Score -2390207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -2390204.250000 Penalty: 3006.870361
	Iteration 50Q: 3 clusters Score -2390204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -2390203.750000 Penalty: 3006.870361
	Iteration 51Q: 3 clusters Score -2390204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -2390206.000000 Penalty: 3006.870361
	Iteration 52Q: 3 clusters Score -2390206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -2390208.500000 Penalty: 3006.870361
	Iteration 53Q: 3 clusters Score -2390208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -2390206.500000 Penalty: 3006.870361
	Iteration 54Q: 3 clusters Score -2390206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -2390206.750000 Penalty: 3006.870361
	Iteration 55Q: 3 clusters Score -2390207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -2390206.750000 Penalty: 3006.870361
	Iteration 56F: 3 clusters Score -2390207 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Entering Unmasked Estep 
Score: -417762.281250 Penalty: 1234.303223
	Iteration 0F: 2 clusters Score -417762.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -414677.968750 Penalty: 2468.606445
	Iteration 0F: 3 clusters Score -414678 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -415556.500000 Penalty: 2468.606445
	Iteration 1F: 3 clusters Score -415556.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -415743.875000 Penalty: 2468.606445
	Iteration 2F: 3 clusters Score -415743.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -415866.937500 Penalty: 2468.606445
	Iteration 3F: 3 clusters Score -415866.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -415962.343750 Penalty: 2468.606445
	Iteration 4Q: 3 clusters Score -415962.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -416032.562500 Penalty: 2468.606445
	Iteration 5Q: 3 clusters Score -416032.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -416088.625000 Penalty: 2468.606445
	Iteration 6Q: 3 clusters Score -416088.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -416142.750000 Penalty: 2468.606445
	Iteration 7Q: 3 clusters Score -416142.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -416188.750000 Penalty: 2468.606445
	Iteration 8Q: 3 clusters Score -416188.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -416224.843750 Penalty: 2468.606445
	Iteration 9Q: 3 clusters Score -416224.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -416255.000000 Penalty: 2468.606445
	Iteration 10Q: 3 clusters Score -416255 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -416285.031250 Penalty: 2468.606445
	Iteration 11Q: 3 clusters Score -416285 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -416312.718750 Penalty: 2468.606445
	Iteration 12Q: 3 clusters Score -416312.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -416338.343750 Penalty: 2468.606445
	Iteration 13Q: 3 clusters Score -416338.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -416364.187500 Penalty: 2468.606445
	Iteration 14Q: 3 clusters Score -416364.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -416390.500000 Penalty: 2468.606445
	Iteration 15Q: 3 clusters Score -416390.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -416408.031250 Penalty: 2468.606445
	Iteration 16Q: 3 clusters Score -416408 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -416427.218750 Penalty: 2468.606445
	Iteration 17Q: 3 clusters Score -416427.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -416444.406250 Penalty: 2468.606445
	Iteration 18Q: 3 clusters Score -416444.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -416461.968750 Penalty: 2468.606445
	Iteration 19Q: 3 clusters Score -416462 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -416478.125000 Penalty: 2468.606445
	Iteration 20F: 3 clusters Score -416478.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -416491.218750 Penalty: 2468.606445
	Iteration 21Q: 3 clusters Score -416491.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -416504.312500 Penalty: 2468.606445
	Iteration 22Q: 3 clusters Score -416504.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -416518.093750 Penalty: 2468.606445
	Iteration 23Q: 3 clusters Score -416518.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -416525.406250 Penalty: 2468.606445
	Iteration 24Q: 3 clusters Score -416525.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -416533.937500 Penalty: 2468.606445
	Iteration 25Q: 3 clusters Score -416533.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -416541.468750 Penalty: 2468.606445
	Iteration 26Q: 3 clusters Score -416541.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -416547.687500 Penalty: 2468.606445
	Iteration 27Q: 3 clusters Score -416547.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -416557.281250 Penalty: 2468.606445
	Iteration 28Q: 3 clusters Score -416557.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -416566.968750 Penalty: 2468.606445
	Iteration 29Q: 3 clusters Score -416567 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -416571.906250 Penalty: 2468.606445
	Iteration 30Q: 3 clusters Score -416571.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -416576.593750 Penalty: 2468.606445
	Iteration 31Q: 3 clusters Score -416576.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -416582.968750 Penalty: 2468.606445
	Iteration 32Q: 3 clusters Score -416583 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -416587.562500 Penalty: 2468.606445
	Iteration 33Q: 3 clusters Score -416587.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -416593.875000 Penalty: 2468.606445
	Iteration 34Q: 3 clusters Score -416593.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -416596.187500 Penalty: 2468.606445
	Iteration 35Q: 3 clusters Score -416596.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -416599.375000 Penalty: 2468.606445
	Iteration 36Q: 3 clusters Score -416599.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -416601.843750 Penalty: 2468.606445
	Iteration 37Q: 3 clusters Score -416601.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -416602.593750 Penalty: 2468.606445
	Iteration 38Q: 3 clusters Score -416602.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -416604.906250 Penalty: 2468.606445
	Iteration 39Q: 3 clusters Score -416604.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -416606.656250 Penalty: 2468.606445
	Iteration 40F: 3 clusters Score -416606.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -416608.718750 Penalty: 2468.606445
	Iteration 41Q: 3 clusters Score -416608.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -416613.281250 Penalty: 2468.606445
	Iteration 42Q: 3 clusters Score -416613.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -416619.812500 Penalty: 2468.606445
	Iteration 43Q: 3 clusters Score -416619.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -416625.656250 Penalty: 2468.606445
	Iteration 44Q: 3 clusters Score -416625.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -416629.406250 Penalty: 2468.606445
	Iteration 45Q: 3 clusters Score -416629.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -416634.250000 Penalty: 2468.606445
	Iteration 46Q: 3 clusters Score -416634.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -416637.500000 Penalty: 2468.606445
	Iteration 47Q: 3 clusters Score -416637.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -416640.812500 Penalty: 2468.606445
	Iteration 48Q: 3 clusters Score -416640.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -416643.562500 Penalty: 2468.606445
	Iteration 49Q: 3 clusters Score -416643.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -416643.781250 Penalty: 2468.606445
	Iteration 50Q: 3 clusters Score -416643.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -416644.437500 Penalty: 2468.606445
	Iteration 51Q: 3 clusters Score -416644.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -416646.062500 Penalty: 2468.606445
	Iteration 52Q: 3 clusters Score -416646.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -416648.562500 Penalty: 2468.606445
	Iteration 53Q: 3 clusters Score -416648.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -416649.093750 Penalty: 2468.606445
	Iteration 54Q: 3 clusters Score -416649.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -416649.218750 Penalty: 2468.606445
	Iteration 55Q: 3 clusters Score -416649.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -416649.562500 Penalty: 2468.606445
	Iteration 56Q: 3 clusters Score -416649.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -416650.531250 Penalty: 2468.606445
	Iteration 57Q: 3 clusters Score -416650.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -416650.656250 Penalty: 2468.606445
	Iteration 58Q: 3 clusters Score -416650.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -416651.125000 Penalty: 2468.606445
	Iteration 59Q: 3 clusters Score -416651.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -416651.125000 Penalty: 2468.606445
	Iteration 60F: 3 clusters Score -416651.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Entering Unmasked Estep 
Score: -426626.656250 Penalty: 1253.030273
	Iteration 0F: 2 clusters Score -426626.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -423255.375000 Penalty: 2506.060547
	Iteration 0F: 3 clusters Score -423255.4 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -424345.250000 Penalty: 2506.060547
	Iteration 1F: 3 clusters Score -424345.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -424609.593750 Penalty: 2506.060547
	Iteration 2F: 3 clusters Score -424609.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -424776.125000 Penalty: 2506.060547
	Iteration 3F: 3 clusters Score -424776.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -424884.062500 Penalty: 2506.060547
	Iteration 4Q: 3 clusters Score -424884.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -424975.062500 Penalty: 2506.060547
	Iteration 5Q: 3 clusters Score -424975.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -425053.937500 Penalty: 2506.060547
	Iteration 6Q: 3 clusters Score -425053.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -425118.125000 Penalty: 2506.060547
	Iteration 7Q: 3 clusters Score -425118.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -425192.406250 Penalty: 2506.060547
	Iteration 8Q: 3 clusters Score -425192.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -425257.218750 Penalty: 2506.060547
	Iteration 9Q: 3 clusters Score -425257.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -425322.218750 Penalty: 2506.060547
	Iteration 10Q: 3 clusters Score -425322.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -425405.375000 Penalty: 2506.060547
	Iteration 11Q: 3 clusters Score -425405.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -425479.250000 Penalty: 2506.060547
	Iteration 12Q: 3 clusters Score -425479.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -425550.593750 Penalty: 2506.060547
	Iteration 13Q: 3 clusters Score -425550.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -425624.718750 Penalty: 2506.060547
	Iteration 14Q: 3 clusters Score -425624.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -425688.937500 Penalty: 2506.060547
	Iteration 15Q: 3 clusters Score -425688.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -425747.875000 Penalty: 2506.060547
	Iteration 16Q: 3 clusters Score -425747.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -425799.437500 Penalty: 2506.060547
	Iteration 17Q: 3 clusters Score -425799.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -425842.062500 Penalty: 2506.060547
	Iteration 18Q: 3 clusters Score -425842.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -425870.531250 Penalty: 2506.060547
	Iteration 19Q: 3 clusters Score -425870.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -425903.468750 Penalty: 2506.060547
	Iteration 20F: 3 clusters Score -425903.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -425933.062500 Penalty: 2506.060547
	Iteration 21Q: 3 clusters Score -425933.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -425954.625000 Penalty: 2506.060547
	Iteration 22Q: 3 clusters Score -425954.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -425972.000000 Penalty: 2506.060547
	Iteration 23Q: 3 clusters Score -425972 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -425985.343750 Penalty: 2506.060547
	Iteration 24Q: 3 clusters Score -425985.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -425997.281250 Penalty: 2506.060547
	Iteration 25Q: 3 clusters Score -425997.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -426005.687500 Penalty: 2506.060547
	Iteration 26Q: 3 clusters Score -426005.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -426011.343750 Penalty: 2506.060547
	Iteration 27Q: 3 clusters Score -426011.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -426014.156250 Penalty: 2506.060547
	Iteration 28Q: 3 clusters Score -426014.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -426017.062500 Penalty: 2506.060547
	Iteration 29Q: 3 clusters Score -426017.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -426020.843750 Penalty: 2506.060547
	Iteration 30Q: 3 clusters Score -426020.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -426022.593750 Penalty: 2506.060547
	Iteration 31Q: 3 clusters Score -426022.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -426024.812500 Penalty: 2506.060547
	Iteration 32Q: 3 clusters Score -426024.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -426027.125000 Penalty: 2506.060547
	Iteration 33Q: 3 clusters Score -426027.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -426027.125000 Penalty: 2506.060547
	Iteration 34Q: 3 clusters Score -426027.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -426027.781250 Penalty: 2506.060547
	Iteration 35Q: 3 clusters Score -426027.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -426028.937500 Penalty: 2506.060547
	Iteration 36Q: 3 clusters Score -426028.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -426029.500000 Penalty: 2506.060547
	Iteration 37Q: 3 clusters Score -426029.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -426030.062500 Penalty: 2506.060547
	Iteration 38Q: 3 clusters Score -426030.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -426030.687500 Penalty: 2506.060547
	Iteration 39Q: 3 clusters Score -426030.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -426030.687500 Penalty: 2506.060547
	Iteration 40F: 3 clusters Score -426030.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Entering Unmasked Estep 
Score: -295815.093750 Penalty: 1183.349121
	Iteration 0F: 2 clusters Score -295815.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -293482.875000 Penalty: 2366.698242
	Iteration 0F: 3 clusters Score -293482.9 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -294090.031250 Penalty: 2366.698242
	Iteration 1F: 3 clusters Score -294090 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -294227.875000 Penalty: 2366.698242
	Iteration 2F: 3 clusters Score -294227.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -294294.875000 Penalty: 2366.698242
	Iteration 3Q: 3 clusters Score -294294.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -294338.468750 Penalty: 2366.698242
	Iteration 4Q: 3 clusters Score -294338.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -294367.281250 Penalty: 2366.698242
	Iteration 5Q: 3 clusters Score -294367.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -294385.218750 Penalty: 2366.698242
	Iteration 6Q: 3 clusters Score -294385.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -294398.531250 Penalty: 2366.698242
	Iteration 7Q: 3 clusters Score -294398.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -294412.593750 Penalty: 2366.698242
	Iteration 8Q: 3 clusters Score -294412.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -294424.343750 Penalty: 2366.698242
	Iteration 9Q: 3 clusters Score -294424.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -294430.687500 Penalty: 2366.698242
	Iteration 10Q: 3 clusters Score -294430.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -294436.968750 Penalty: 2366.698242
	Iteration 11Q: 3 clusters Score -294437 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -294442.625000 Penalty: 2366.698242
	Iteration 12Q: 3 clusters Score -294442.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -294447.468750 Penalty: 2366.698242
	Iteration 13Q: 3 clusters Score -294447.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -294452.531250 Penalty: 2366.698242
	Iteration 14Q: 3 clusters Score -294452.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -294456.812500 Penalty: 2366.698242
	Iteration 15Q: 3 clusters Score -294456.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -294464.062500 Penalty: 2366.698242
	Iteration 16Q: 3 clusters Score -294464.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -294473.062500 Penalty: 2366.698242
	Iteration 17Q: 3 clusters Score -294473.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -294484.625000 Penalty: 2366.698242
	Iteration 18Q: 3 clusters Score -294484.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -294492.000000 Penalty: 2366.698242
	Iteration 19Q: 3 clusters Score -294492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -294497.031250 Penalty: 2366.698242
	Iteration 20F: 3 clusters Score -294497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -294501.031250 Penalty: 2366.698242
	Iteration 21Q: 3 clusters Score -294501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -294502.781250 Penalty: 2366.698242
	Iteration 22Q: 3 clusters Score -294502.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -294505.000000 Penalty: 2366.698242
	Iteration 23Q: 3 clusters Score -294505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -294506.906250 Penalty: 2366.698242
	Iteration 24Q: 3 clusters Score -294506.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -294510.812500 Penalty: 2366.698242
	Iteration 25Q: 3 clusters Score -294510.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -294513.906250 Penalty: 2366.698242
	Iteration 26Q: 3 clusters Score -294513.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -294518.187500 Penalty: 2366.698242
	Iteration 27Q: 3 clusters Score -294518.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -294519.406250 Penalty: 2366.698242
	Iteration 28Q: 3 clusters Score -294519.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -294521.531250 Penalty: 2366.698242
	Iteration 29Q: 3 clusters Score -294521.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -294524.593750 Penalty: 2366.698242
	Iteration 30Q: 3 clusters Score -294524.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -294527.093750 Penalty: 2366.698242
	Iteration 31Q: 3 clusters Score -294527.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -294529.781250 Penalty: 2366.698242
	Iteration 32Q: 3 clusters Score -294529.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -294533.187500 Penalty: 2366.698242
	Iteration 33Q: 3 clusters Score -294533.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -294536.281250 Penalty: 2366.698242
	Iteration 34Q: 3 clusters Score -294536.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -294540.187500 Penalty: 2366.698242
	Iteration 35Q: 3 clusters Score -294540.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -294544.218750 Penalty: 2366.698242
	Iteration 36Q: 3 clusters Score -294544.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -294548.125000 Penalty: 2366.698242
	Iteration 37Q: 3 clusters Score -294548.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -294554.812500 Penalty: 2366.698242
	Iteration 38Q: 3 clusters Score -294554.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -294563.375000 Penalty: 2366.698242
	Iteration 39Q: 3 clusters Score -294563.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -294572.375000 Penalty: 2366.698242
	Iteration 40F: 3 clusters Score -294572.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -294580.843750 Penalty: 2366.698242
	Iteration 41Q: 3 clusters Score -294580.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -294586.312500 Penalty: 2366.698242
	Iteration 42Q: 3 clusters Score -294586.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -294590.281250 Penalty: 2366.698242
	Iteration 43Q: 3 clusters Score -294590.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -294591.781250 Penalty: 2366.698242
	Iteration 44Q: 3 clusters Score -294591.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -294592.875000 Penalty: 2366.698242
	Iteration 45Q: 3 clusters Score -294592.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -294594.656250 Penalty: 2366.698242
	Iteration 46Q: 3 clusters Score -294594.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -294595.625000 Penalty: 2366.698242
	Iteration 47Q: 3 clusters Score -294595.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -294595.718750 Penalty: 2366.698242
	Iteration 48Q: 3 clusters Score -294595.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -294597.531250 Penalty: 2366.698242
	Iteration 49Q: 3 clusters Score -294597.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -294598.593750 Penalty: 2366.698242
	Iteration 50Q: 3 clusters Score -294598.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -294600.312500 Penalty: 2366.698242
	Iteration 51Q: 3 clusters Score -294600.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -294603.250000 Penalty: 2366.698242
	Iteration 52Q: 3 clusters Score -294603.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -294607.937500 Penalty: 2366.698242
	Iteration 53Q: 3 clusters Score -294607.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -294611.687500 Penalty: 2366.698242
	Iteration 54Q: 3 clusters Score -294611.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -294616.156250 Penalty: 2366.698242
	Iteration 55Q: 3 clusters Score -294616.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -294619.406250 Penalty: 2366.698242
	Iteration 56Q: 3 clusters Score -294619.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -294620.562500 Penalty: 2366.698242
	Iteration 57Q: 3 clusters Score -294620.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -294620.718750 Penalty: 2366.698242
	Iteration 58Q: 3 clusters Score -294620.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -294620.718750 Penalty: 2366.698242
	Iteration 59F: 3 clusters Score -294620.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (37883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37883 members 
Entering Unmasked Estep 
Score: -3932418.750000 Penalty: 1568.687866
	Iteration 0F: 2 clusters Score -3932419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -3907689.000000 Penalty: 3137.375732
	Iteration 0F: 3 clusters Score -3907689 nChanged 17279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -3917281.500000 Penalty: 3137.375732
	Iteration 1F: 3 clusters Score -3917282 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -3917992.000000 Penalty: 3137.375732
	Iteration 2Q: 3 clusters Score -3917992 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -3918875.750000 Penalty: 3137.375732
	Iteration 3F: 3 clusters Score -3918876 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -3920039.500000 Penalty: 3137.375732
	Iteration 4F: 3 clusters Score -3920040 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -3921376.250000 Penalty: 3137.375732
	Iteration 5F: 3 clusters Score -3921376 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -3922762.750000 Penalty: 3137.375732
	Iteration 6F: 3 clusters Score -3922763 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -3923883.000000 Penalty: 3137.375732
	Iteration 7F: 3 clusters Score -3923883 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 22601 members 
Entering Unmasked Estep 
Score: -3924745.250000 Penalty: 3137.375732
	Iteration 8F: 3 clusters Score -3924745 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -3925312.500000 Penalty: 3137.375732
	Iteration 9Q: 3 clusters Score -3925312 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 22861 members 
Entering Unmasked Estep 
Score: -3925656.500000 Penalty: 3137.375732
	Iteration 10Q: 3 clusters Score -3925656 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 22858 members 
Entering Unmasked Estep 
Score: -3925891.250000 Penalty: 3137.375732
	Iteration 11Q: 3 clusters Score -3925891 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -3926064.750000 Penalty: 3137.375732
	Iteration 12Q: 3 clusters Score -3926065 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -3926187.250000 Penalty: 3137.375732
	Iteration 13Q: 3 clusters Score -3926187 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -3926292.750000 Penalty: 3137.375732
	Iteration 14Q: 3 clusters Score -3926293 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
Score: -3926367.250000 Penalty: 3137.375732
	Iteration 15Q: 3 clusters Score -3926367 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -3926452.750000 Penalty: 3137.375732
	Iteration 16Q: 3 clusters Score -3926453 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -3926558.750000 Penalty: 3137.375732
	Iteration 17Q: 3 clusters Score -3926559 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -3926654.750000 Penalty: 3137.375732
	Iteration 18Q: 3 clusters Score -3926655 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -3926751.250000 Penalty: 3137.375732
	Iteration 19Q: 3 clusters Score -3926751 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -3926858.250000 Penalty: 3137.375732
	Iteration 20F: 3 clusters Score -3926858 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -3927000.000000 Penalty: 3137.375732
	Iteration 21Q: 3 clusters Score -3927000 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -3927147.000000 Penalty: 3137.375732
	Iteration 22Q: 3 clusters Score -3927147 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -3927326.750000 Penalty: 3137.375732
	Iteration 23Q: 3 clusters Score -3927327 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -3927509.500000 Penalty: 3137.375732
	Iteration 24Q: 3 clusters Score -3927510 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
Score: -3927656.000000 Penalty: 3137.375732
	Iteration 25Q: 3 clusters Score -3927656 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -3927777.500000 Penalty: 3137.375732
	Iteration 26Q: 3 clusters Score -3927778 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -3927849.500000 Penalty: 3137.375732
	Iteration 27Q: 3 clusters Score -3927850 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -3927891.250000 Penalty: 3137.375732
	Iteration 28Q: 3 clusters Score -3927891 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -3927947.500000 Penalty: 3137.375732
	Iteration 29Q: 3 clusters Score -3927948 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -3927952.000000 Penalty: 3137.375732
	Iteration 30Q: 3 clusters Score -3927952 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -3927966.250000 Penalty: 3137.375732
	Iteration 31Q: 3 clusters Score -3927966 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -3927979.750000 Penalty: 3137.375732
	Iteration 32Q: 3 clusters Score -3927980 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 22306 members 
Entering Unmasked Estep 
Score: -3927993.750000 Penalty: 3137.375732
	Iteration 33Q: 3 clusters Score -3927994 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -3928003.000000 Penalty: 3137.375732
	Iteration 34Q: 3 clusters Score -3928003 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 22369 members 
Entering Unmasked Estep 
Score: -3927996.500000 Penalty: 3137.375732
	Iteration 35Q: 3 clusters Score -3927996 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 22386 members 
Entering Unmasked Estep 
Score: -3928007.250000 Penalty: 3137.375732
	Iteration 36Q: 3 clusters Score -3928007 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -3928016.250000 Penalty: 3137.375732
	Iteration 37Q: 3 clusters Score -3928016 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 22435 members 
Entering Unmasked Estep 
Score: -3928017.500000 Penalty: 3137.375732
	Iteration 38Q: 3 clusters Score -3928018 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -3928007.500000 Penalty: 3137.375732
	Iteration 39Q: 3 clusters Score -3928008 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -3928015.500000 Penalty: 3137.375732
	Iteration 40F: 3 clusters Score -3928016 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -3928017.750000 Penalty: 3137.375732
	Iteration 41Q: 3 clusters Score -3928018 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -3928010.500000 Penalty: 3137.375732
	Iteration 42Q: 3 clusters Score -3928010 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -3928012.500000 Penalty: 3137.375732
	Iteration 43Q: 3 clusters Score -3928012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -3928021.000000 Penalty: 3137.375732
	Iteration 44Q: 3 clusters Score -3928021 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -3928018.250000 Penalty: 3137.375732
	Iteration 45Q: 3 clusters Score -3928018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 22557 members 
Entering Unmasked Estep 
Score: -3928027.750000 Penalty: 3137.375732
	Iteration 46Q: 3 clusters Score -3928028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -3928027.750000 Penalty: 3137.375732
	Iteration 47Q: 3 clusters Score -3928028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -3928023.250000 Penalty: 3137.375732
	Iteration 48Q: 3 clusters Score -3928023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 22581 members 
Entering Unmasked Estep 
Score: -3928021.250000 Penalty: 3137.375732
	Iteration 49Q: 3 clusters Score -3928021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -3928022.500000 Penalty: 3137.375732
	Iteration 50Q: 3 clusters Score -3928022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -3928020.000000 Penalty: 3137.375732
	Iteration 51Q: 3 clusters Score -3928020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -3928021.250000 Penalty: 3137.375732
	Iteration 52Q: 3 clusters Score -3928021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -3928023.750000 Penalty: 3137.375732
	Iteration 53Q: 3 clusters Score -3928024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
Score: -3928026.250000 Penalty: 3137.375732
	Iteration 54Q: 3 clusters Score -3928026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -3928023.750000 Penalty: 3137.375732
	Iteration 55Q: 3 clusters Score -3928024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -3928024.500000 Penalty: 3137.375732
	Iteration 56Q: 3 clusters Score -3928024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
Score: -3928019.000000 Penalty: 3137.375732
	Iteration 57Q: 3 clusters Score -3928019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -3928021.000000 Penalty: 3137.375732
	Iteration 58Q: 3 clusters Score -3928021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -3928026.250000 Penalty: 3137.375732
	Iteration 59Q: 3 clusters Score -3928026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -3928023.250000 Penalty: 3137.375732
	Iteration 60F: 3 clusters Score -3928023 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
Score: -3928018.000000 Penalty: 3137.375732
	Iteration 61Q: 3 clusters Score -3928018 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -3928017.000000 Penalty: 3137.375732
	Iteration 62Q: 3 clusters Score -3928017 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -3928015.750000 Penalty: 3137.375732
	Iteration 63Q: 3 clusters Score -3928016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -3928016.750000 Penalty: 3137.375732
	Iteration 64Q: 3 clusters Score -3928017 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -3928010.750000 Penalty: 3137.375732
	Iteration 65Q: 3 clusters Score -3928011 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -3928017.000000 Penalty: 3137.375732
	Iteration 66Q: 3 clusters Score -3928017 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 22683 members 
Entering Unmasked Estep 
Score: -3928023.750000 Penalty: 3137.375732
	Iteration 67Q: 3 clusters Score -3928024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -3928019.250000 Penalty: 3137.375732
	Iteration 68Q: 3 clusters Score -3928019 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -3928020.750000 Penalty: 3137.375732
	Iteration 69Q: 3 clusters Score -3928021 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -3928026.750000 Penalty: 3137.375732
	Iteration 70Q: 3 clusters Score -3928027 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 22739 members 
Entering Unmasked Estep 
Score: -3928039.500000 Penalty: 3137.375732
	Iteration 71Q: 3 clusters Score -3928040 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -3928048.250000 Penalty: 3137.375732
	Iteration 72Q: 3 clusters Score -3928048 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 22785 members 
Entering Unmasked Estep 
Score: -3928038.000000 Penalty: 3137.375732
	Iteration 73Q: 3 clusters Score -3928038 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -3928033.750000 Penalty: 3137.375732
	Iteration 74Q: 3 clusters Score -3928034 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 22844 members 
Entering Unmasked Estep 
Score: -3928049.250000 Penalty: 3137.375732
	Iteration 75Q: 3 clusters Score -3928049 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -3928048.750000 Penalty: 3137.375732
	Iteration 76Q: 3 clusters Score -3928049 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -3928048.000000 Penalty: 3137.375732
	Iteration 77Q: 3 clusters Score -3928048 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -3928049.250000 Penalty: 3137.375732
	Iteration 78Q: 3 clusters Score -3928049 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 22964 members 
Entering Unmasked Estep 
Score: -3928053.000000 Penalty: 3137.375732
	Iteration 79Q: 3 clusters Score -3928053 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 22995 members 
Entering Unmasked Estep 
Score: -3928061.250000 Penalty: 3137.375732
	Iteration 80F: 3 clusters Score -3928061 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 23022 members 
Entering Unmasked Estep 
Score: -3928062.500000 Penalty: 3137.375732
	Iteration 81Q: 3 clusters Score -3928062 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 23045 members 
Entering Unmasked Estep 
Score: -3928052.750000 Penalty: 3137.375732
	Iteration 82Q: 3 clusters Score -3928053 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -3928063.500000 Penalty: 3137.375732
	Iteration 83Q: 3 clusters Score -3928064 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -3928064.250000 Penalty: 3137.375732
	Iteration 84Q: 3 clusters Score -3928064 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -3928069.000000 Penalty: 3137.375732
	Iteration 85Q: 3 clusters Score -3928069 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 23137 members 
Entering Unmasked Estep 
Score: -3928073.250000 Penalty: 3137.375732
	Iteration 86Q: 3 clusters Score -3928073 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -3928073.250000 Penalty: 3137.375732
	Iteration 87Q: 3 clusters Score -3928073 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 23205 members 
Entering Unmasked Estep 
Score: -3928073.750000 Penalty: 3137.375732
	Iteration 88Q: 3 clusters Score -3928074 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -3928073.000000 Penalty: 3137.375732
	Iteration 89Q: 3 clusters Score -3928073 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 23255 members 
Entering Unmasked Estep 
Score: -3928069.250000 Penalty: 3137.375732
	Iteration 90Q: 3 clusters Score -3928069 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 23289 members 
Entering Unmasked Estep 
Score: -3928071.250000 Penalty: 3137.375732
	Iteration 91Q: 3 clusters Score -3928071 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -3928074.500000 Penalty: 3137.375732
	Iteration 92Q: 3 clusters Score -3928074 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -3928079.750000 Penalty: 3137.375732
	Iteration 93Q: 3 clusters Score -3928080 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 23367 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3928073 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3928079 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 23393 members 
Entering Unmasked Estep 
Score: -3928078.500000 Penalty: 3137.375732
	Iteration 96Q: 3 clusters Score -3928078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -3928071.500000 Penalty: 3137.375732
	Iteration 97Q: 3 clusters Score -3928072 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -3928076.000000 Penalty: 3137.375732
	Iteration 98Q: 3 clusters Score -3928076 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -3928079.750000 Penalty: 3137.375732
	Iteration 99Q: 3 clusters Score -3928080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -3928075.750000 Penalty: 3137.375732
	Iteration 100F: 3 clusters Score -3928076 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -3928075.500000 Penalty: 3137.375732
	Iteration 101Q: 3 clusters Score -3928076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 23473 members 
Entering Unmasked Estep 
Score: -3928082.250000 Penalty: 3137.375732
	Iteration 102Q: 3 clusters Score -3928082 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 23493 members 
Entering Unmasked Estep 
Score: -3928083.500000 Penalty: 3137.375732
	Iteration 103Q: 3 clusters Score -3928084 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3928085 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3928093 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 23608 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3928086 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3928094 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3928094 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 23755 members 
Entering Unmasked Estep 
Score: -3928111.750000 Penalty: 3137.375732
	Iteration 109Q: 3 clusters Score -3928112 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
Score: -3928118.500000 Penalty: 3137.375732
	Iteration 110Q: 3 clusters Score -3928118 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3928107 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3928108 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
Score: -3928113.750000 Penalty: 3137.375732
	Iteration 113Q: 3 clusters Score -3928114 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3928114 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 23996 members 
Entering Unmasked Estep 
Score: -3928122.000000 Penalty: 3137.375732
	Iteration 115Q: 3 clusters Score -3928122 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -3928124.500000 Penalty: 3137.375732
	Iteration 116Q: 3 clusters Score -3928124 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 24062 members 
Entering Unmasked Estep 
Score: -3928121.500000 Penalty: 3137.375732
	Iteration 117Q: 3 clusters Score -3928122 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 24086 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -3928118 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -3928122 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
Score: -3928128.000000 Penalty: 3137.375732
	Iteration 120F: 3 clusters Score -3928128 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 24188 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -3928122 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 24228 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -3928124 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 24265 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -3928124 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3928133 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -3928136 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 24381 members 
Entering Unmasked Estep 
Score: -3928146.750000 Penalty: 3137.375732
	Iteration 126Q: 3 clusters Score -3928147 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 24427 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -3928147 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 24469 members 
Entering Unmasked Estep 
Score: -3928161.000000 Penalty: 3137.375732
	Iteration 128Q: 3 clusters Score -3928161 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
Score: -3928158.500000 Penalty: 3137.375732
	Iteration 129Q: 3 clusters Score -3928158 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 24579 members 
Entering Unmasked Estep 
Score: -3928155.500000 Penalty: 3137.375732
	Iteration 130Q: 3 clusters Score -3928156 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 24634 members 
Entering Unmasked Estep 
Score: -3928165.000000 Penalty: 3137.375732
	Iteration 131Q: 3 clusters Score -3928165 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 24687 members 
Entering Unmasked Estep 
Score: -3928162.500000 Penalty: 3137.375732
	Iteration 132Q: 3 clusters Score -3928162 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
Score: -3928168.250000 Penalty: 3137.375732
	Iteration 133Q: 3 clusters Score -3928168 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 24793 members 
Entering Unmasked Estep 
Score: -3928177.750000 Penalty: 3137.375732
	Iteration 134Q: 3 clusters Score -3928178 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -3928183.250000 Penalty: 3137.375732
	Iteration 135Q: 3 clusters Score -3928183 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 24909 members 
Entering Unmasked Estep 
Score: -3928191.250000 Penalty: 3137.375732
	Iteration 136Q: 3 clusters Score -3928191 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 24982 members 
Entering Unmasked Estep 
Score: -3928198.250000 Penalty: 3137.375732
	Iteration 137Q: 3 clusters Score -3928198 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -3928201.000000 Penalty: 3137.375732
	Iteration 138Q: 3 clusters Score -3928201 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 25133 members 
Entering Unmasked Estep 
Score: -3928207.000000 Penalty: 3137.375732
	Iteration 139Q: 3 clusters Score -3928207 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 25192 members 
Entering Unmasked Estep 
Score: -3928205.500000 Penalty: 3137.375732
	Iteration 140F: 3 clusters Score -3928206 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -3928211 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 25337 members 
Entering Unmasked Estep 
Score: -3928222.750000 Penalty: 3137.375732
	Iteration 142Q: 3 clusters Score -3928223 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 25408 members 
Entering Unmasked Estep 
Score: -3928229.000000 Penalty: 3137.375732
	Iteration 143Q: 3 clusters Score -3928229 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -3928235.500000 Penalty: 3137.375732
	Iteration 144Q: 3 clusters Score -3928236 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -3928243 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -3928250.000000 Penalty: 3137.375732
	Iteration 146Q: 3 clusters Score -3928250 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -3928256.000000 Penalty: 3137.375732
	Iteration 147Q: 3 clusters Score -3928256 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -3928267.750000 Penalty: 3137.375732
	Iteration 148Q: 3 clusters Score -3928268 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 25891 members 
Entering Unmasked Estep 
Score: -3928274.500000 Penalty: 3137.375732
	Iteration 149Q: 3 clusters Score -3928274 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 25973 members 
Entering Unmasked Estep 
Score: -3928284.750000 Penalty: 3137.375732
	Iteration 150Q: 3 clusters Score -3928285 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 26061 members 
Entering Unmasked Estep 
Score: -3928286.750000 Penalty: 3137.375732
	Iteration 151Q: 3 clusters Score -3928287 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 26153 members 
Entering Unmasked Estep 
Score: -3928306.250000 Penalty: 3137.375732
	Iteration 152Q: 3 clusters Score -3928306 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 26233 members 
Entering Unmasked Estep 
Score: -3928313.250000 Penalty: 3137.375732
	Iteration 153Q: 3 clusters Score -3928313 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 26304 members 
Entering Unmasked Estep 
Score: -3928321.500000 Penalty: 3137.375732
	Iteration 154Q: 3 clusters Score -3928322 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 26389 members 
Entering Unmasked Estep 
Score: -3928325.750000 Penalty: 3137.375732
	Iteration 155Q: 3 clusters Score -3928326 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 26489 members 
Entering Unmasked Estep 
Score: -3928345.000000 Penalty: 3137.375732
	Iteration 156Q: 3 clusters Score -3928345 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 26590 members 
Entering Unmasked Estep 
Score: -3928365.250000 Penalty: 3137.375732
	Iteration 157Q: 3 clusters Score -3928365 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 26691 members 
Entering Unmasked Estep 
Score: -3928384.750000 Penalty: 3137.375732
	Iteration 158Q: 3 clusters Score -3928385 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 26802 members 
Entering Unmasked Estep 
Score: -3928400.500000 Penalty: 3137.375732
	Iteration 159Q: 3 clusters Score -3928400 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 26952 members 
Entering Unmasked Estep 
Score: -3928427.750000 Penalty: 3137.375732
	Iteration 160F: 3 clusters Score -3928428 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 27095 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -3928436 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
Score: -3928447.500000 Penalty: 3137.375732
	Iteration 162Q: 3 clusters Score -3928448 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 27337 members 
Entering Unmasked Estep 
Score: -3928455.250000 Penalty: 3137.375732
	Iteration 163Q: 3 clusters Score -3928455 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 27456 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -3928488 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 27570 members 
Entering Unmasked Estep 
Score: -3928494.000000 Penalty: 3137.375732
	Iteration 165Q: 3 clusters Score -3928494 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 27697 members 
Entering Unmasked Estep 
Score: -3928516.000000 Penalty: 3137.375732
	Iteration 166Q: 3 clusters Score -3928516 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 27835 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -3928537 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 27974 members 
Entering Unmasked Estep 
Score: -3928541.750000 Penalty: 3137.375732
	Iteration 168Q: 3 clusters Score -3928542 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 28123 members 
Entering Unmasked Estep 
Score: -3928573.250000 Penalty: 3137.375732
	Iteration 169Q: 3 clusters Score -3928573 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 28268 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -3928578 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 28419 members 
Entering Unmasked Estep 
Score: -3928600.000000 Penalty: 3137.375732
	Iteration 171Q: 3 clusters Score -3928600 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 28580 members 
Entering Unmasked Estep 
Score: -3928624.250000 Penalty: 3137.375732
	Iteration 172Q: 3 clusters Score -3928624 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 28756 members 
Entering Unmasked Estep 
Score: -3928652.000000 Penalty: 3137.375732
	Iteration 173Q: 3 clusters Score -3928652 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 28930 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -3928695 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 29102 members 
Entering Unmasked Estep 
Score: -3928724.250000 Penalty: 3137.375732
	Iteration 175Q: 3 clusters Score -3928724 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 29277 members 
Entering Unmasked Estep 
Score: -3928764.250000 Penalty: 3137.375732
	Iteration 176Q: 3 clusters Score -3928764 nChanged 195
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Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 29468 members 
Entering Unmasked Estep 
Score: -3928788.000000 Penalty: 3137.375732
	Iteration 177Q: 3 clusters Score -3928788 nChanged 196
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 29664 members 
Entering Unmasked Estep 
Score: -3928836.750000 Penalty: 3137.375732
	Iteration 178Q: 3 clusters Score -3928837 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 29887 members 
Entering Unmasked Estep 
Score: -3928875.750000 Penalty: 3137.375732
	Iteration 179Q: 3 clusters Score -3928876 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 30134 members 
Entering Unmasked Estep 
Score: -3928942.250000 Penalty: 3137.375732
	Iteration 180F: 3 clusters Score -3928942 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 30368 members 
Entering Unmasked Estep 
Score: -3928981.750000 Penalty: 3137.375732
	Iteration 181Q: 3 clusters Score -3928982 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 30607 members 
Entering Unmasked Estep 
Score: -3929038.250000 Penalty: 3137.375732
	Iteration 182Q: 3 clusters Score -3929038 nChanged 233
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 30840 members 
Entering Unmasked Estep 
Score: -3929093.500000 Penalty: 3137.375732
	Iteration 183Q: 3 clusters Score -3929094 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 31084 members 
Entering Unmasked Estep 
Score: -3929160.000000 Penalty: 3137.375732
	Iteration 184Q: 3 clusters Score -3929160 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 31318 members 
Entering Unmasked Estep 
Score: -3929214.500000 Penalty: 3137.375732
	Iteration 185Q: 3 clusters Score -3929214 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 31543 members 
Entering Unmasked Estep 
Score: -3929267.750000 Penalty: 3137.375732
	Iteration 186Q: 3 clusters Score -3929268 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 31758 members 
Entering Unmasked Estep 
Score: -3929307.750000 Penalty: 3137.375732
	Iteration 187Q: 3 clusters Score -3929308 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 31957 members 
Entering Unmasked Estep 
Score: -3929375.750000 Penalty: 3137.375732
	Iteration 188Q: 3 clusters Score -3929376 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 32165 members 
Entering Unmasked Estep 
Score: -3929425.750000 Penalty: 3137.375732
	Iteration 189Q: 3 clusters Score -3929426 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 32366 members 
Entering Unmasked Estep 
Score: -3929476.500000 Penalty: 3137.375732
	Iteration 190Q: 3 clusters Score -3929476 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 32573 members 
Entering Unmasked Estep 
Score: -3929541.750000 Penalty: 3137.375732
	Iteration 191Q: 3 clusters Score -3929542 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 32803 members 
Entering Unmasked Estep 
Score: -3929617.000000 Penalty: 3137.375732
	Iteration 192Q: 3 clusters Score -3929617 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 33054 members 
Entering Unmasked Estep 
Score: -3929685.500000 Penalty: 3137.375732
	Iteration 193Q: 3 clusters Score -3929686 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 33310 members 
Entering Unmasked Estep 
Score: -3929776.000000 Penalty: 3137.375732
	Iteration 194Q: 3 clusters Score -3929776 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 33561 members 
Entering Unmasked Estep 
Score: -3929862.250000 Penalty: 3137.375732
	Iteration 195Q: 3 clusters Score -3929862 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 33808 members 
Entering Unmasked Estep 
Score: -3929982.000000 Penalty: 3137.375732
	Iteration 196Q: 3 clusters Score -3929982 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 34038 members 
Entering Unmasked Estep 
Score: -3930054.750000 Penalty: 3137.375732
	Iteration 197Q: 3 clusters Score -3930055 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 34260 members 
Entering Unmasked Estep 
Score: -3930154.250000 Penalty: 3137.375732
	Iteration 198Q: 3 clusters Score -3930154 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 34495 members 
Entering Unmasked Estep 
Score: -3930238.250000 Penalty: 3137.375732
	Iteration 199Q: 3 clusters Score -3930238 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 34718 members 
Entering Unmasked Estep 
Score: -3930344.750000 Penalty: 3137.375732
	Iteration 200F: 3 clusters Score -3930345 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 34924 members 
Entering Unmasked Estep 
Score: -3930442.000000 Penalty: 3137.375732
	Iteration 201Q: 3 clusters Score -3930442 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 35139 members 
Entering Unmasked Estep 
Score: -3930535.000000 Penalty: 3137.375732
	Iteration 202Q: 3 clusters Score -3930535 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 35319 members 
Entering Unmasked Estep 
Score: -3930608.250000 Penalty: 3137.375732
	Iteration 203Q: 3 clusters Score -3930608 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 35482 members 
Entering Unmasked Estep 
Score: -3930687.500000 Penalty: 3137.375732
	Iteration 204Q: 3 clusters Score -3930688 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 35631 members 
Entering Unmasked Estep 
Score: -3930756.500000 Penalty: 3137.375732
	Iteration 205Q: 3 clusters Score -3930756 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 35761 members 
Entering Unmasked Estep 
Score: -3930810.250000 Penalty: 3137.375732
	Iteration 206Q: 3 clusters Score -3930810 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 35876 members 
Entering Unmasked Estep 
Score: -3930866.000000 Penalty: 3137.375732
	Iteration 207Q: 3 clusters Score -3930866 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 35995 members 
Entering Unmasked Estep 
Score: -3930917.000000 Penalty: 3137.375732
	Iteration 208Q: 3 clusters Score -3930917 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 36090 members 
Entering Unmasked Estep 
Score: -3930959.000000 Penalty: 3137.375732
	Iteration 209Q: 3 clusters Score -3930959 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 36176 members 
Entering Unmasked Estep 
Score: -3930993.000000 Penalty: 3137.375732
	Iteration 210Q: 3 clusters Score -3930993 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 36243 members 
Entering Unmasked Estep 
Score: -3931028.750000 Penalty: 3137.375732
	Iteration 211Q: 3 clusters Score -3931029 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 36319 members 
Entering Unmasked Estep 
Score: -3931055.000000 Penalty: 3137.375732
	Iteration 212Q: 3 clusters Score -3931055 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 36402 members 
Entering Unmasked Estep 
Score: -3931089.250000 Penalty: 3137.375732
	Iteration 213Q: 3 clusters Score -3931089 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 36469 members 
Entering Unmasked Estep 
Score: -3931116.000000 Penalty: 3137.375732
	Iteration 214Q: 3 clusters Score -3931116 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 36529 members 
Entering Unmasked Estep 
Score: -3931149.000000 Penalty: 3137.375732
	Iteration 215Q: 3 clusters Score -3931149 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 36573 members 
Entering Unmasked Estep 
Score: -3931171.500000 Penalty: 3137.375732
	Iteration 216Q: 3 clusters Score -3931172 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 36605 members 
Entering Unmasked Estep 
Score: -3931189.500000 Penalty: 3137.375732
	Iteration 217Q: 3 clusters Score -3931190 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 36631 members 
Entering Unmasked Estep 
Score: -3931196.000000 Penalty: 3137.375732
	Iteration 218Q: 3 clusters Score -3931196 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 36663 members 
Entering Unmasked Estep 
Score: -3931206.000000 Penalty: 3137.375732
	Iteration 219Q: 3 clusters Score -3931206 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 36686 members 
Entering Unmasked Estep 
Score: -3931213.750000 Penalty: 3137.375732
	Iteration 220F: 3 clusters Score -3931214 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 36708 members 
Entering Unmasked Estep 
Score: -3931226.750000 Penalty: 3137.375732
	Iteration 221Q: 3 clusters Score -3931227 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 36728 members 
Entering Unmasked Estep 
Score: -3931232.250000 Penalty: 3137.375732
	Iteration 222Q: 3 clusters Score -3931232 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 36748 members 
Entering Unmasked Estep 
Score: -3931236.500000 Penalty: 3137.375732
	Iteration 223Q: 3 clusters Score -3931236 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 36768 members 
Entering Unmasked Estep 
Score: -3931244.000000 Penalty: 3137.375732
	Iteration 224Q: 3 clusters Score -3931244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 36784 members 
Entering Unmasked Estep 
Score: -3931259.500000 Penalty: 3137.375732
	Iteration 225Q: 3 clusters Score -3931260 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 36800 members 
Entering Unmasked Estep 
Score: -3931265.250000 Penalty: 3137.375732
	Iteration 226Q: 3 clusters Score -3931265 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 36813 members 
Entering Unmasked Estep 
Score: -3931270.500000 Penalty: 3137.375732
	Iteration 227Q: 3 clusters Score -3931270 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 36831 members 
Entering Unmasked Estep 
Score: -3931284.000000 Penalty: 3137.375732
	Iteration 228Q: 3 clusters Score -3931284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 36847 members 
Entering Unmasked Estep 
Score: -3931291.750000 Penalty: 3137.375732
	Iteration 229Q: 3 clusters Score -3931292 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 36864 members 
Entering Unmasked Estep 
Score: -3931304.000000 Penalty: 3137.375732
	Iteration 230Q: 3 clusters Score -3931304 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 36880 members 
Entering Unmasked Estep 
Score: -3931306.250000 Penalty: 3137.375732
	Iteration 231Q: 3 clusters Score -3931306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 36889 members 
Entering Unmasked Estep 
Score: -3931313.250000 Penalty: 3137.375732
	Iteration 232Q: 3 clusters Score -3931313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 36897 members 
Entering Unmasked Estep 
Score: -3931317.750000 Penalty: 3137.375732
	Iteration 233Q: 3 clusters Score -3931318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 36904 members 
Entering Unmasked Estep 
Score: -3931317.250000 Penalty: 3137.375732
	Iteration 234Q: 3 clusters Score -3931317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 36906 members 
Entering Unmasked Estep 
Score: -3931318.250000 Penalty: 3137.375732
	Iteration 235Q: 3 clusters Score -3931318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 36909 members 
Entering Unmasked Estep 
Score: -3931321.250000 Penalty: 3137.375732
	Iteration 236Q: 3 clusters Score -3931321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 36911 members 
Entering Unmasked Estep 
Score: -3931319.500000 Penalty: 3137.375732
	Iteration 237Q: 3 clusters Score -3931320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 36913 members 
Entering Unmasked Estep 
Score: -3931321.250000 Penalty: 3137.375732
	Iteration 238Q: 3 clusters Score -3931321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 36916 members 
Entering Unmasked Estep 
Score: -3931320.750000 Penalty: 3137.375732
	Iteration 239Q: 3 clusters Score -3931321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 36921 members 
Entering Unmasked Estep 
Score: -3931320.750000 Penalty: 3137.375732
	Iteration 240F: 3 clusters Score -3931321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 36925 members 
Entering Unmasked Estep 
Score: -3931323.500000 Penalty: 3137.375732
	Iteration 241Q: 3 clusters Score -3931324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 36930 members 
Entering Unmasked Estep 
Score: -3931326.000000 Penalty: 3137.375732
	Iteration 242Q: 3 clusters Score -3931326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 36935 members 
Entering Unmasked Estep 
Score: -3931328.000000 Penalty: 3137.375732
	Iteration 243Q: 3 clusters Score -3931328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 36938 members 
Entering Unmasked Estep 
Score: -3931331.250000 Penalty: 3137.375732
	Iteration 244Q: 3 clusters Score -3931331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 36939 members 
Entering Unmasked Estep 
Score: -3931326.250000 Penalty: 3137.375732
	Iteration 245Q: 3 clusters Score -3931326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 36938 members 
Entering Unmasked Estep 
Score: -3931325.500000 Penalty: 3137.375732
	Iteration 246Q: 3 clusters Score -3931326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 36938 members 
Entering Unmasked Estep 
Score: -3931325.500000 Penalty: 3137.375732
	Iteration 247F: 3 clusters Score -3931326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (35127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35127 members 
Entering Unmasked Estep 
Score: -3636795.250000 Penalty: 1557.448730
	Iteration 0F: 2 clusters Score -3636795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -3613951.250000 Penalty: 3114.897461
	Iteration 0F: 3 clusters Score -3613951 nChanged 15926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -3622767.000000 Penalty: 3114.897461
	Iteration 1F: 3 clusters Score -3622767 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -3623369.000000 Penalty: 3114.897461
	Iteration 2Q: 3 clusters Score -3623369 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -3623971.500000 Penalty: 3114.897461
	Iteration 3Q: 3 clusters Score -3623972 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -3624569.750000 Penalty: 3114.897461
	Iteration 4Q: 3 clusters Score -3624570 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -3625297.000000 Penalty: 3114.897461
	Iteration 5Q: 3 clusters Score -3625297 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 22458 members 
Entering Unmasked Estep 
Score: -3626210.000000 Penalty: 3114.897461
	Iteration 6Q: 3 clusters Score -3626210 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -3627346.750000 Penalty: 3114.897461
	Iteration 7F: 3 clusters Score -3627347 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 25793 members 
Entering Unmasked Estep 
Score: -3628663.000000 Penalty: 3114.897461
	Iteration 8F: 3 clusters Score -3628663 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 27565 members 
Entering Unmasked Estep 
Score: -3630065.500000 Penalty: 3114.897461
	Iteration 9F: 3 clusters Score -3630066 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 29258 members 
Entering Unmasked Estep 
Score: -3631413.750000 Penalty: 3114.897461
	Iteration 10F: 3 clusters Score -3631414 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 30657 members 
Entering Unmasked Estep 
Score: -3632482.750000 Penalty: 3114.897461
	Iteration 11Q: 3 clusters Score -3632483 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 31779 members 
Entering Unmasked Estep 
Score: -3633318.250000 Penalty: 3114.897461
	Iteration 12Q: 3 clusters Score -3633318 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 32623 members 
Entering Unmasked Estep 
Score: -3633952.000000 Penalty: 3114.897461
	Iteration 13Q: 3 clusters Score -3633952 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 33312 members 
Entering Unmasked Estep 
Score: -3634465.750000 Penalty: 3114.897461
	Iteration 14Q: 3 clusters Score -3634466 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 33782 members 
Entering Unmasked Estep 
Score: -3634830.000000 Penalty: 3114.897461
	Iteration 15Q: 3 clusters Score -3634830 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 34095 members 
Entering Unmasked Estep 
Score: -3635054.500000 Penalty: 3114.897461
	Iteration 16Q: 3 clusters Score -3635054 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 34283 members 
Entering Unmasked Estep 
Score: -3635212.000000 Penalty: 3114.897461
	Iteration 17Q: 3 clusters Score -3635212 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 34402 members 
Entering Unmasked Estep 
Score: -3635286.250000 Penalty: 3114.897461
	Iteration 18Q: 3 clusters Score -3635286 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 34468 members 
Entering Unmasked Estep 
Score: -3635357.500000 Penalty: 3114.897461
	Iteration 19Q: 3 clusters Score -3635358 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 34522 members 
Entering Unmasked Estep 
Score: -3635390.500000 Penalty: 3114.897461
	Iteration 20F: 3 clusters Score -3635390 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 34562 members 
Entering Unmasked Estep 
Score: -3635427.250000 Penalty: 3114.897461
	Iteration 21Q: 3 clusters Score -3635427 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 34587 members 
Entering Unmasked Estep 
Score: -3635468.500000 Penalty: 3114.897461
	Iteration 22Q: 3 clusters Score -3635468 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 34610 members 
Entering Unmasked Estep 
Score: -3635493.250000 Penalty: 3114.897461
	Iteration 23Q: 3 clusters Score -3635493 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 34625 members 
Entering Unmasked Estep 
Score: -3635506.250000 Penalty: 3114.897461
	Iteration 24Q: 3 clusters Score -3635506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 34633 members 
Entering Unmasked Estep 
Score: -3635513.750000 Penalty: 3114.897461
	Iteration 25Q: 3 clusters Score -3635514 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 34645 members 
Entering Unmasked Estep 
Score: -3635530.500000 Penalty: 3114.897461
	Iteration 26Q: 3 clusters Score -3635530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 34653 members 
Entering Unmasked Estep 
Score: -3635538.250000 Penalty: 3114.897461
	Iteration 27Q: 3 clusters Score -3635538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 34660 members 
Entering Unmasked Estep 
Score: -3635541.000000 Penalty: 3114.897461
	Iteration 28Q: 3 clusters Score -3635541 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 34668 members 
Entering Unmasked Estep 
Score: -3635558.500000 Penalty: 3114.897461
	Iteration 29Q: 3 clusters Score -3635558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 34671 members 
Entering Unmasked Estep 
Score: -3635558.250000 Penalty: 3114.897461
	Iteration 30Q: 3 clusters Score -3635558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 34673 members 
Entering Unmasked Estep 
Score: -3635560.000000 Penalty: 3114.897461
	Iteration 31Q: 3 clusters Score -3635560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 34676 members 
Entering Unmasked Estep 
Score: -3635568.250000 Penalty: 3114.897461
	Iteration 32Q: 3 clusters Score -3635568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 34680 members 
Entering Unmasked Estep 
Score: -3635575.500000 Penalty: 3114.897461
	Iteration 33Q: 3 clusters Score -3635576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 34687 members 
Entering Unmasked Estep 
Score: -3635588.750000 Penalty: 3114.897461
	Iteration 34Q: 3 clusters Score -3635589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 34691 members 
Entering Unmasked Estep 
Score: -3635599.500000 Penalty: 3114.897461
	Iteration 35Q: 3 clusters Score -3635600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 34695 members 
Entering Unmasked Estep 
Score: -3635596.250000 Penalty: 3114.897461
	Iteration 36Q: 3 clusters Score -3635596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 34698 members 
Entering Unmasked Estep 
Score: -3635602.250000 Penalty: 3114.897461
	Iteration 37Q: 3 clusters Score -3635602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 34701 members 
Entering Unmasked Estep 
Score: -3635604.250000 Penalty: 3114.897461
	Iteration 38Q: 3 clusters Score -3635604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 34703 members 
Entering Unmasked Estep 
Score: -3635609.750000 Penalty: 3114.897461
	Iteration 39Q: 3 clusters Score -3635610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 34708 members 
Entering Unmasked Estep 
Score: -3635614.500000 Penalty: 3114.897461
	Iteration 40F: 3 clusters Score -3635614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 34715 members 
Entering Unmasked Estep 
Score: -3635619.250000 Penalty: 3114.897461
	Iteration 41Q: 3 clusters Score -3635619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 34720 members 
Entering Unmasked Estep 
Score: -3635626.250000 Penalty: 3114.897461
	Iteration 42Q: 3 clusters Score -3635626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 34723 members 
Entering Unmasked Estep 
Score: -3635628.750000 Penalty: 3114.897461
	Iteration 43Q: 3 clusters Score -3635629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 34724 members 
Entering Unmasked Estep 
Score: -3635627.250000 Penalty: 3114.897461
	Iteration 44Q: 3 clusters Score -3635627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 34726 members 
Entering Unmasked Estep 
Score: -3635627.000000 Penalty: 3114.897461
	Iteration 45Q: 3 clusters Score -3635627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 34727 members 
Entering Unmasked Estep 
Score: -3635627.500000 Penalty: 3114.897461
	Iteration 46Q: 3 clusters Score -3635628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 34728 members 
Entering Unmasked Estep 
Score: -3635628.000000 Penalty: 3114.897461
	Iteration 47Q: 3 clusters Score -3635628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 34728 members 
Entering Unmasked Estep 
Score: -3635628.000000 Penalty: 3114.897461
	Iteration 48F: 3 clusters Score -3635628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Entering Unmasked Estep 
Score: -1160433.250000 Penalty: 1385.799316
	Iteration 0F: 2 clusters Score -1160433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1153072.375000 Penalty: 2771.598633
	Iteration 0F: 3 clusters Score -1153072 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1155484.625000 Penalty: 2771.598633
	Iteration 1F: 3 clusters Score -1155485 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1155814.500000 Penalty: 2771.598633
	Iteration 2F: 3 clusters Score -1155814 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1156082.500000 Penalty: 2771.598633
	Iteration 3F: 3 clusters Score -1156082 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1156340.125000 Penalty: 2771.598633
	Iteration 4Q: 3 clusters Score -1156340 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1156601.125000 Penalty: 2771.598633
	Iteration 5Q: 3 clusters Score -1156601 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1156821.375000 Penalty: 2771.598633
	Iteration 6Q: 3 clusters Score -1156821 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1157071.625000 Penalty: 2771.598633
	Iteration 7Q: 3 clusters Score -1157072 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1157307.625000 Penalty: 2771.598633
	Iteration 8Q: 3 clusters Score -1157308 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1157515.375000 Penalty: 2771.598633
	Iteration 9Q: 3 clusters Score -1157515 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1157716.750000 Penalty: 2771.598633
	Iteration 10Q: 3 clusters Score -1157717 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1157894.875000 Penalty: 2771.598633
	Iteration 11Q: 3 clusters Score -1157895 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1158037.125000 Penalty: 2771.598633
	Iteration 12Q: 3 clusters Score -1158037 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1158142.625000 Penalty: 2771.598633
	Iteration 13Q: 3 clusters Score -1158143 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1158241.750000 Penalty: 2771.598633
	Iteration 14Q: 3 clusters Score -1158242 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1158328.625000 Penalty: 2771.598633
	Iteration 15Q: 3 clusters Score -1158329 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1158404.875000 Penalty: 2771.598633
	Iteration 16Q: 3 clusters Score -1158405 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1158463.875000 Penalty: 2771.598633
	Iteration 17Q: 3 clusters Score -1158464 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1158526.625000 Penalty: 2771.598633
	Iteration 18Q: 3 clusters Score -1158527 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1158584.875000 Penalty: 2771.598633
	Iteration 19Q: 3 clusters Score -1158585 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1158637.250000 Penalty: 2771.598633
	Iteration 20F: 3 clusters Score -1158637 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1158678.125000 Penalty: 2771.598633
	Iteration 21Q: 3 clusters Score -1158678 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1158723.625000 Penalty: 2771.598633
	Iteration 22Q: 3 clusters Score -1158724 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1158759.500000 Penalty: 2771.598633
	Iteration 23Q: 3 clusters Score -1158760 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1158800.125000 Penalty: 2771.598633
	Iteration 24Q: 3 clusters Score -1158800 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1158835.375000 Penalty: 2771.598633
	Iteration 25Q: 3 clusters Score -1158835 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1158860.375000 Penalty: 2771.598633
	Iteration 26Q: 3 clusters Score -1158860 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1158880.500000 Penalty: 2771.598633
	Iteration 27Q: 3 clusters Score -1158880 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1158907.125000 Penalty: 2771.598633
	Iteration 28Q: 3 clusters Score -1158907 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1158929.375000 Penalty: 2771.598633
	Iteration 29Q: 3 clusters Score -1158929 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1158953.375000 Penalty: 2771.598633
	Iteration 30Q: 3 clusters Score -1158953 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1158983.000000 Penalty: 2771.598633
	Iteration 31Q: 3 clusters Score -1158983 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1159011.625000 Penalty: 2771.598633
	Iteration 32Q: 3 clusters Score -1159012 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1159030.375000 Penalty: 2771.598633
	Iteration 33Q: 3 clusters Score -1159030 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1159049.000000 Penalty: 2771.598633
	Iteration 34Q: 3 clusters Score -1159049 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1159069.750000 Penalty: 2771.598633
	Iteration 35Q: 3 clusters Score -1159070 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1159085.000000 Penalty: 2771.598633
	Iteration 36Q: 3 clusters Score -1159085 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1159116.125000 Penalty: 2771.598633
	Iteration 37Q: 3 clusters Score -1159116 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1159155.250000 Penalty: 2771.598633
	Iteration 38Q: 3 clusters Score -1159155 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1159190.750000 Penalty: 2771.598633
	Iteration 39Q: 3 clusters Score -1159191 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1159222.875000 Penalty: 2771.598633
	Iteration 40F: 3 clusters Score -1159223 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1159254.250000 Penalty: 2771.598633
	Iteration 41Q: 3 clusters Score -1159254 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1159281.000000 Penalty: 2771.598633
	Iteration 42Q: 3 clusters Score -1159281 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1159310.125000 Penalty: 2771.598633
	Iteration 43Q: 3 clusters Score -1159310 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1159340.250000 Penalty: 2771.598633
	Iteration 44Q: 3 clusters Score -1159340 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1159357.625000 Penalty: 2771.598633
	Iteration 45Q: 3 clusters Score -1159358 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1159385.250000 Penalty: 2771.598633
	Iteration 46Q: 3 clusters Score -1159385 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1159400.250000 Penalty: 2771.598633
	Iteration 47Q: 3 clusters Score -1159400 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1159417.250000 Penalty: 2771.598633
	Iteration 48Q: 3 clusters Score -1159417 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1159426.000000 Penalty: 2771.598633
	Iteration 49Q: 3 clusters Score -1159426 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1159448.000000 Penalty: 2771.598633
	Iteration 50Q: 3 clusters Score -1159448 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1159459.000000 Penalty: 2771.598633
	Iteration 51Q: 3 clusters Score -1159459 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1159466.125000 Penalty: 2771.598633
	Iteration 52Q: 3 clusters Score -1159466 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1159474.250000 Penalty: 2771.598633
	Iteration 53Q: 3 clusters Score -1159474 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1159487.500000 Penalty: 2771.598633
	Iteration 54Q: 3 clusters Score -1159488 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1159497.250000 Penalty: 2771.598633
	Iteration 55Q: 3 clusters Score -1159497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1159503.625000 Penalty: 2771.598633
	Iteration 56Q: 3 clusters Score -1159504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1159508.000000 Penalty: 2771.598633
	Iteration 57Q: 3 clusters Score -1159508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1159515.375000 Penalty: 2771.598633
	Iteration 58Q: 3 clusters Score -1159515 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1159525.125000 Penalty: 2771.598633
	Iteration 59Q: 3 clusters Score -1159525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1159531.500000 Penalty: 2771.598633
	Iteration 60F: 3 clusters Score -1159532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1159538.375000 Penalty: 2771.598633
	Iteration 61Q: 3 clusters Score -1159538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1159545.625000 Penalty: 2771.598633
	Iteration 62Q: 3 clusters Score -1159546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1159549.125000 Penalty: 2771.598633
	Iteration 63Q: 3 clusters Score -1159549 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1159556.000000 Penalty: 2771.598633
	Iteration 64Q: 3 clusters Score -1159556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1159556.375000 Penalty: 2771.598633
	Iteration 65Q: 3 clusters Score -1159556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1159559.500000 Penalty: 2771.598633
	Iteration 66Q: 3 clusters Score -1159560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1159560.125000 Penalty: 2771.598633
	Iteration 67Q: 3 clusters Score -1159560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1159566.625000 Penalty: 2771.598633
	Iteration 68Q: 3 clusters Score -1159567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1159568.375000 Penalty: 2771.598633
	Iteration 69Q: 3 clusters Score -1159568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1159568.500000 Penalty: 2771.598633
	Iteration 70Q: 3 clusters Score -1159568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1159568.500000 Penalty: 2771.598633
	Iteration 71Q: 3 clusters Score -1159568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1159573.250000 Penalty: 2771.598633
	Iteration 72Q: 3 clusters Score -1159573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1159576.875000 Penalty: 2771.598633
	Iteration 73Q: 3 clusters Score -1159577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1159580.875000 Penalty: 2771.598633
	Iteration 74Q: 3 clusters Score -1159581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1159585.625000 Penalty: 2771.598633
	Iteration 75Q: 3 clusters Score -1159586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1159586.000000 Penalty: 2771.598633
	Iteration 76Q: 3 clusters Score -1159586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1159586.000000 Penalty: 2771.598633
	Iteration 77F: 3 clusters Score -1159586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Entering Unmasked Estep 
Score: -709668.687500 Penalty: 1325.170532
	Iteration 0F: 2 clusters Score -709668.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -704511.812500 Penalty: 2650.341064
	Iteration 0F: 3 clusters Score -704511.8 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -706306.500000 Penalty: 2650.341064
	Iteration 1F: 3 clusters Score -706306.5 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -706682.375000 Penalty: 2650.341064
	Iteration 2F: 3 clusters Score -706682.4 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -706996.062500 Penalty: 2650.341064
	Iteration 3F: 3 clusters Score -706996.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -707282.125000 Penalty: 2650.341064
	Iteration 4F: 3 clusters Score -707282.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -707556.687500 Penalty: 2650.341064
	Iteration 5F: 3 clusters Score -707556.7 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -707810.750000 Penalty: 2650.341064
	Iteration 6Q: 3 clusters Score -707810.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -708043.375000 Penalty: 2650.341064
	Iteration 7Q: 3 clusters Score -708043.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -708256.375000 Penalty: 2650.341064
	Iteration 8Q: 3 clusters Score -708256.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -708493.125000 Penalty: 2650.341064
	Iteration 9Q: 3 clusters Score -708493.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -708673.250000 Penalty: 2650.341064
	Iteration 10Q: 3 clusters Score -708673.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -708774.937500 Penalty: 2650.341064
	Iteration 11Q: 3 clusters Score -708774.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -708861.062500 Penalty: 2650.341064
	Iteration 12Q: 3 clusters Score -708861.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -708926.187500 Penalty: 2650.341064
	Iteration 13Q: 3 clusters Score -708926.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -708966.812500 Penalty: 2650.341064
	Iteration 14Q: 3 clusters Score -708966.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -708992.562500 Penalty: 2650.341064
	Iteration 15Q: 3 clusters Score -708992.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -709006.812500 Penalty: 2650.341064
	Iteration 16Q: 3 clusters Score -709006.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -709011.312500 Penalty: 2650.341064
	Iteration 17Q: 3 clusters Score -709011.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -709016.437500 Penalty: 2650.341064
	Iteration 18Q: 3 clusters Score -709016.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -709018.250000 Penalty: 2650.341064
	Iteration 19Q: 3 clusters Score -709018.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -709019.500000 Penalty: 2650.341064
	Iteration 20F: 3 clusters Score -709019.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -709021.000000 Penalty: 2650.341064
	Iteration 21Q: 3 clusters Score -709021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -709021.687500 Penalty: 2650.341064
	Iteration 22Q: 3 clusters Score -709021.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -709021.062500 Penalty: 2650.341064
	Iteration 23Q: 3 clusters Score -709021.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -709024.375000 Penalty: 2650.341064
	Iteration 24Q: 3 clusters Score -709024.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -709025.687500 Penalty: 2650.341064
	Iteration 25Q: 3 clusters Score -709025.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -709027.375000 Penalty: 2650.341064
	Iteration 26Q: 3 clusters Score -709027.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -709026.562500 Penalty: 2650.341064
	Iteration 27Q: 3 clusters Score -709026.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -709025.750000 Penalty: 2650.341064
	Iteration 28Q: 3 clusters Score -709025.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -709027.875000 Penalty: 2650.341064
	Iteration 29Q: 3 clusters Score -709027.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -709028.812500 Penalty: 2650.341064
	Iteration 30Q: 3 clusters Score -709028.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -709028.812500 Penalty: 2650.341064
	Iteration 31F: 3 clusters Score -709028.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Entering Unmasked Estep 
Score: -114114.609375 Penalty: 1078.365601
	Iteration 0F: 2 clusters Score -114114.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -112699.265625 Penalty: 2156.731201
	Iteration 0F: 3 clusters Score -112699.3 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -113120.500000 Penalty: 2156.731201
	Iteration 1F: 3 clusters Score -113120.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -113285.000000 Penalty: 2156.731201
	Iteration 2F: 3 clusters Score -113285 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -113371.359375 Penalty: 2156.731201
	Iteration 3F: 3 clusters Score -113371.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -113433.328125 Penalty: 2156.731201
	Iteration 4Q: 3 clusters Score -113433.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -113495.312500 Penalty: 2156.731201
	Iteration 5Q: 3 clusters Score -113495.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -113549.265625 Penalty: 2156.731201
	Iteration 6Q: 3 clusters Score -113549.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -113586.531250 Penalty: 2156.731201
	Iteration 7Q: 3 clusters Score -113586.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -113614.867188 Penalty: 2156.731201
	Iteration 8Q: 3 clusters Score -113614.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -113638.570312 Penalty: 2156.731201
	Iteration 9Q: 3 clusters Score -113638.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -113666.359375 Penalty: 2156.731201
	Iteration 10Q: 3 clusters Score -113666.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -113682.890625 Penalty: 2156.731201
	Iteration 11Q: 3 clusters Score -113682.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -113692.507812 Penalty: 2156.731201
	Iteration 12Q: 3 clusters Score -113692.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -113699.585938 Penalty: 2156.731201
	Iteration 13Q: 3 clusters Score -113699.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -113706.093750 Penalty: 2156.731201
	Iteration 14Q: 3 clusters Score -113706.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -113710.203125 Penalty: 2156.731201
	Iteration 15Q: 3 clusters Score -113710.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -113712.312500 Penalty: 2156.731201
	Iteration 16Q: 3 clusters Score -113712.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -113713.390625 Penalty: 2156.731201
	Iteration 17Q: 3 clusters Score -113713.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -113713.687500 Penalty: 2156.731201
	Iteration 18Q: 3 clusters Score -113713.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -113714.132812 Penalty: 2156.731201
	Iteration 19Q: 3 clusters Score -113714.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -113714.835938 Penalty: 2156.731201
	Iteration 20F: 3 clusters Score -113714.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (36683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36683 members 
Entering Unmasked Estep 
Score: -3808788.750000 Penalty: 1563.898315
	Iteration 0F: 2 clusters Score -3808789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -3784846.000000 Penalty: 3127.796631
	Iteration 0F: 3 clusters Score -3784846 nChanged 16720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -3794105.250000 Penalty: 3127.796631
	Iteration 1F: 3 clusters Score -3794105 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -3794625.500000 Penalty: 3127.796631
	Iteration 2Q: 3 clusters Score -3794626 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -3795162.750000 Penalty: 3127.796631
	Iteration 3Q: 3 clusters Score -3795163 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -3795635.000000 Penalty: 3127.796631
	Iteration 4Q: 3 clusters Score -3795635 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -3796198.750000 Penalty: 3127.796631
	Iteration 5Q: 3 clusters Score -3796199 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -3796895.000000 Penalty: 3127.796631
	Iteration 6Q: 3 clusters Score -3796895 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -3797859.250000 Penalty: 3127.796631
	Iteration 7F: 3 clusters Score -3797859 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25334 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -3799050.500000 Penalty: 3127.796631
	Iteration 8F: 3 clusters Score -3799050 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27336 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -3800552.000000 Penalty: 3127.796631
	Iteration 9F: 3 clusters Score -3800552 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29369 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -3802102.250000 Penalty: 3127.796631
	Iteration 10F: 3 clusters Score -3802102 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31289 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -3803647.000000 Penalty: 3127.796631
	Iteration 11F: 3 clusters Score -3803647 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32806 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -3804852.000000 Penalty: 3127.796631
	Iteration 12Q: 3 clusters Score -3804852 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33955 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -3805814.000000 Penalty: 3127.796631
	Iteration 13Q: 3 clusters Score -3805814 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34743 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -3806471.500000 Penalty: 3127.796631
	Iteration 14Q: 3 clusters Score -3806472 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35225 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -3806852.500000 Penalty: 3127.796631
	Iteration 15Q: 3 clusters Score -3806852 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35536 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -3807066.000000 Penalty: 3127.796631
	Iteration 16Q: 3 clusters Score -3807066 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35732 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -3807224.250000 Penalty: 3127.796631
	Iteration 17Q: 3 clusters Score -3807224 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35856 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -3807314.500000 Penalty: 3127.796631
	Iteration 18Q: 3 clusters Score -3807314 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35943 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3807380.500000 Penalty: 3127.796631
	Iteration 19Q: 3 clusters Score -3807380 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36016 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -3807427.250000 Penalty: 3127.796631
	Iteration 20F: 3 clusters Score -3807427 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36057 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3807459.250000 Penalty: 3127.796631
	Iteration 21Q: 3 clusters Score -3807459 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36089 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -3807490.750000 Penalty: 3127.796631
	Iteration 22Q: 3 clusters Score -3807491 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36111 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3807506.750000 Penalty: 3127.796631
	Iteration 23Q: 3 clusters Score -3807507 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36131 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -3807531.500000 Penalty: 3127.796631
	Iteration 24Q: 3 clusters Score -3807532 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36147 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -3807543.750000 Penalty: 3127.796631
	Iteration 25Q: 3 clusters Score -3807544 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36161 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3807569.500000 Penalty: 3127.796631
	Iteration 26Q: 3 clusters Score -3807570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36169 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -3807567.750000 Penalty: 3127.796631
	Iteration 27Q: 3 clusters Score -3807568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36174 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -3807573.750000 Penalty: 3127.796631
	Iteration 28Q: 3 clusters Score -3807574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36180 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -3807576.000000 Penalty: 3127.796631
	Iteration 29Q: 3 clusters Score -3807576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36184 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -3807578.250000 Penalty: 3127.796631
	Iteration 30Q: 3 clusters Score -3807578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36185 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -3807574.500000 Penalty: 3127.796631
	Iteration 31Q: 3 clusters Score -3807574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36186 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -3807577.250000 Penalty: 3127.796631
	Iteration 32Q: 3 clusters Score -3807577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36188 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3807580.250000 Penalty: 3127.796631
	Iteration 33Q: 3 clusters Score -3807580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36190 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3807581.250000 Penalty: 3127.796631
	Iteration 34Q: 3 clusters Score -3807581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36194 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -3807580.500000 Penalty: 3127.796631
	Iteration 35Q: 3 clusters Score -3807580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36198 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3807577.250000 Penalty: 3127.796631
	Iteration 36Q: 3 clusters Score -3807577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36200 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3807576.750000 Penalty: 3127.796631
	Iteration 37Q: 3 clusters Score -3807577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36199 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3807578.000000 Penalty: 3127.796631
	Iteration 38Q: 3 clusters Score -3807578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36199 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3807578.000000 Penalty: 3127.796631
	Iteration 39F: 3 clusters Score -3807578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Entering Unmasked Estep 
Score: -559077.250000 Penalty: 1283.449097
	Iteration 0F: 2 clusters Score -559077.2 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 2779 members 
Entering Unmasked Estep 
Score: -555057.687500 Penalty: 2566.898193
	Iteration 0F: 3 clusters Score -555057.7 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -556251.937500 Penalty: 2566.898193
	Iteration 1F: 3 clusters Score -556251.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -556495.625000 Penalty: 2566.898193
	Iteration 2F: 3 clusters Score -556495.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -556694.812500 Penalty: 2566.898193
	Iteration 3F: 3 clusters Score -556694.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -556853.812500 Penalty: 2566.898193
	Iteration 4Q: 3 clusters Score -556853.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -557023.500000 Penalty: 2566.898193
	Iteration 5Q: 3 clusters Score -557023.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -557186.125000 Penalty: 2566.898193
	Iteration 6Q: 3 clusters Score -557186.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -557351.875000 Penalty: 2566.898193
	Iteration 7Q: 3 clusters Score -557351.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -557502.000000 Penalty: 2566.898193
	Iteration 8Q: 3 clusters Score -557502 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -557630.812500 Penalty: 2566.898193
	Iteration 9Q: 3 clusters Score -557630.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -557741.062500 Penalty: 2566.898193
	Iteration 10Q: 3 clusters Score -557741.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -557828.937500 Penalty: 2566.898193
	Iteration 11Q: 3 clusters Score -557828.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -557901.562500 Penalty: 2566.898193
	Iteration 12Q: 3 clusters Score -557901.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -557963.125000 Penalty: 2566.898193
	Iteration 13Q: 3 clusters Score -557963.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -558007.625000 Penalty: 2566.898193
	Iteration 14Q: 3 clusters Score -558007.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -558038.875000 Penalty: 2566.898193
	Iteration 15Q: 3 clusters Score -558038.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -558062.500000 Penalty: 2566.898193
	Iteration 16Q: 3 clusters Score -558062.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -558078.625000 Penalty: 2566.898193
	Iteration 17Q: 3 clusters Score -558078.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -558093.375000 Penalty: 2566.898193
	Iteration 18Q: 3 clusters Score -558093.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -558114.750000 Penalty: 2566.898193
	Iteration 19Q: 3 clusters Score -558114.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -558128.375000 Penalty: 2566.898193
	Iteration 20F: 3 clusters Score -558128.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -558136.625000 Penalty: 2566.898193
	Iteration 21Q: 3 clusters Score -558136.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -558142.687500 Penalty: 2566.898193
	Iteration 22Q: 3 clusters Score -558142.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -558147.562500 Penalty: 2566.898193
	Iteration 23Q: 3 clusters Score -558147.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -558151.187500 Penalty: 2566.898193
	Iteration 24Q: 3 clusters Score -558151.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -558155.187500 Penalty: 2566.898193
	Iteration 25Q: 3 clusters Score -558155.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -558164.125000 Penalty: 2566.898193
	Iteration 26Q: 3 clusters Score -558164.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -558172.937500 Penalty: 2566.898193
	Iteration 27Q: 3 clusters Score -558172.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -558178.437500 Penalty: 2566.898193
	Iteration 28Q: 3 clusters Score -558178.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -558187.687500 Penalty: 2566.898193
	Iteration 29Q: 3 clusters Score -558187.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -558193.812500 Penalty: 2566.898193
	Iteration 30Q: 3 clusters Score -558193.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -558202.187500 Penalty: 2566.898193
	Iteration 31Q: 3 clusters Score -558202.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -558207.625000 Penalty: 2566.898193
	Iteration 32Q: 3 clusters Score -558207.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -558215.562500 Penalty: 2566.898193
	Iteration 33Q: 3 clusters Score -558215.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -558216.875000 Penalty: 2566.898193
	Iteration 34Q: 3 clusters Score -558216.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -558219.875000 Penalty: 2566.898193
	Iteration 35Q: 3 clusters Score -558219.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -558223.062500 Penalty: 2566.898193
	Iteration 36Q: 3 clusters Score -558223.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -558226.187500 Penalty: 2566.898193
	Iteration 37Q: 3 clusters Score -558226.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -558227.312500 Penalty: 2566.898193
	Iteration 38Q: 3 clusters Score -558227.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -558232.000000 Penalty: 2566.898193
	Iteration 39Q: 3 clusters Score -558232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -558234.937500 Penalty: 2566.898193
	Iteration 40F: 3 clusters Score -558234.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -558239.687500 Penalty: 2566.898193
	Iteration 41Q: 3 clusters Score -558239.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -558246.500000 Penalty: 2566.898193
	Iteration 42Q: 3 clusters Score -558246.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -558251.125000 Penalty: 2566.898193
	Iteration 43Q: 3 clusters Score -558251.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -558252.250000 Penalty: 2566.898193
	Iteration 44Q: 3 clusters Score -558252.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -558254.500000 Penalty: 2566.898193
	Iteration 45Q: 3 clusters Score -558254.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -558255.375000 Penalty: 2566.898193
	Iteration 46Q: 3 clusters Score -558255.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -558256.312500 Penalty: 2566.898193
	Iteration 47Q: 3 clusters Score -558256.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -558258.500000 Penalty: 2566.898193
	Iteration 48Q: 3 clusters Score -558258.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -558261.187500 Penalty: 2566.898193
	Iteration 49Q: 3 clusters Score -558261.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -558262.125000 Penalty: 2566.898193
	Iteration 50Q: 3 clusters Score -558262.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -558264.812500 Penalty: 2566.898193
	Iteration 51Q: 3 clusters Score -558264.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -558266.187500 Penalty: 2566.898193
	Iteration 52Q: 3 clusters Score -558266.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -558269.812500 Penalty: 2566.898193
	Iteration 53Q: 3 clusters Score -558269.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -558272.750000 Penalty: 2566.898193
	Iteration 54Q: 3 clusters Score -558272.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -558276.562500 Penalty: 2566.898193
	Iteration 55Q: 3 clusters Score -558276.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -558280.437500 Penalty: 2566.898193
	Iteration 56Q: 3 clusters Score -558280.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -558281.562500 Penalty: 2566.898193
	Iteration 57Q: 3 clusters Score -558281.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -558286.062500 Penalty: 2566.898193
	Iteration 58Q: 3 clusters Score -558286.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -558288.687500 Penalty: 2566.898193
	Iteration 59Q: 3 clusters Score -558288.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -558291.750000 Penalty: 2566.898193
	Iteration 60F: 3 clusters Score -558291.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -558292.750000 Penalty: 2566.898193
	Iteration 61Q: 3 clusters Score -558292.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -558294.375000 Penalty: 2566.898193
	Iteration 62Q: 3 clusters Score -558294.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -558296.750000 Penalty: 2566.898193
	Iteration 63Q: 3 clusters Score -558296.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -558298.437500 Penalty: 2566.898193
	Iteration 64Q: 3 clusters Score -558298.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -558299.375000 Penalty: 2566.898193
	Iteration 65Q: 3 clusters Score -558299.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -558300.625000 Penalty: 2566.898193
	Iteration 66Q: 3 clusters Score -558300.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -558302.937500 Penalty: 2566.898193
	Iteration 67Q: 3 clusters Score -558302.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -558303.875000 Penalty: 2566.898193
	Iteration 68Q: 3 clusters Score -558303.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -558304.875000 Penalty: 2566.898193
	Iteration 69Q: 3 clusters Score -558304.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -558307.250000 Penalty: 2566.898193
	Iteration 70Q: 3 clusters Score -558307.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -558309.562500 Penalty: 2566.898193
	Iteration 71Q: 3 clusters Score -558309.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -558309.625000 Penalty: 2566.898193
	Iteration 72Q: 3 clusters Score -558309.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -558311.500000 Penalty: 2566.898193
	Iteration 73Q: 3 clusters Score -558311.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -558311.500000 Penalty: 2566.898193
	Iteration 74F: 3 clusters Score -558311.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Entering Unmasked Estep 
Score: -398519.843750 Penalty: 1249.649902
	Iteration 0F: 2 clusters Score -398519.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -395169.031250 Penalty: 2499.299805
	Iteration 0F: 3 clusters Score -395169 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -396266.593750 Penalty: 2499.299805
	Iteration 1F: 3 clusters Score -396266.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -396661.093750 Penalty: 2499.299805
	Iteration 2F: 3 clusters Score -396661.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -396992.718750 Penalty: 2499.299805
	Iteration 3F: 3 clusters Score -396992.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -397233.812500 Penalty: 2499.299805
	Iteration 4F: 3 clusters Score -397233.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -397428.468750 Penalty: 2499.299805
	Iteration 5Q: 3 clusters Score -397428.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -397604.250000 Penalty: 2499.299805
	Iteration 6Q: 3 clusters Score -397604.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -397746.281250 Penalty: 2499.299805
	Iteration 7Q: 3 clusters Score -397746.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -397848.562500 Penalty: 2499.299805
	Iteration 8Q: 3 clusters Score -397848.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -397913.812500 Penalty: 2499.299805
	Iteration 9Q: 3 clusters Score -397913.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -397968.375000 Penalty: 2499.299805
	Iteration 10Q: 3 clusters Score -397968.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -398017.562500 Penalty: 2499.299805
	Iteration 11Q: 3 clusters Score -398017.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -398061.406250 Penalty: 2499.299805
	Iteration 12Q: 3 clusters Score -398061.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -398092.843750 Penalty: 2499.299805
	Iteration 13Q: 3 clusters Score -398092.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -398123.750000 Penalty: 2499.299805
	Iteration 14Q: 3 clusters Score -398123.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -398150.531250 Penalty: 2499.299805
	Iteration 15Q: 3 clusters Score -398150.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -398170.406250 Penalty: 2499.299805
	Iteration 16Q: 3 clusters Score -398170.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -398179.937500 Penalty: 2499.299805
	Iteration 17Q: 3 clusters Score -398179.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -398189.593750 Penalty: 2499.299805
	Iteration 18Q: 3 clusters Score -398189.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -398199.406250 Penalty: 2499.299805
	Iteration 19Q: 3 clusters Score -398199.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -398204.062500 Penalty: 2499.299805
	Iteration 20F: 3 clusters Score -398204.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -398207.812500 Penalty: 2499.299805
	Iteration 21Q: 3 clusters Score -398207.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -398210.968750 Penalty: 2499.299805
	Iteration 22Q: 3 clusters Score -398211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -398212.312500 Penalty: 2499.299805
	Iteration 23Q: 3 clusters Score -398212.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -398213.875000 Penalty: 2499.299805
	Iteration 24Q: 3 clusters Score -398213.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -398214.750000 Penalty: 2499.299805
	Iteration 25Q: 3 clusters Score -398214.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -398215.437500 Penalty: 2499.299805
	Iteration 26Q: 3 clusters Score -398215.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -398215.312500 Penalty: 2499.299805
	Iteration 27Q: 3 clusters Score -398215.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -398215.312500 Penalty: 2499.299805
	Iteration 28F: 3 clusters Score -398215.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Entering Unmasked Estep 
Score: -670710.500000 Penalty: 1304.207397
	Iteration 0F: 2 clusters Score -670710.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -666182.562500 Penalty: 2608.414795
	Iteration 0F: 3 clusters Score -666182.6 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -667537.250000 Penalty: 2608.414795
	Iteration 1F: 3 clusters Score -667537.2 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -667768.875000 Penalty: 2608.414795
	Iteration 2F: 3 clusters Score -667768.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -667914.500000 Penalty: 2608.414795
	Iteration 3Q: 3 clusters Score -667914.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -668026.000000 Penalty: 2608.414795
	Iteration 4Q: 3 clusters Score -668026 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -668121.500000 Penalty: 2608.414795
	Iteration 5Q: 3 clusters Score -668121.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -668211.562500 Penalty: 2608.414795
	Iteration 6Q: 3 clusters Score -668211.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -668300.187500 Penalty: 2608.414795
	Iteration 7Q: 3 clusters Score -668300.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -668384.000000 Penalty: 2608.414795
	Iteration 8Q: 3 clusters Score -668384 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -668467.250000 Penalty: 2608.414795
	Iteration 9Q: 3 clusters Score -668467.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -668554.625000 Penalty: 2608.414795
	Iteration 10Q: 3 clusters Score -668554.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -668634.375000 Penalty: 2608.414795
	Iteration 11Q: 3 clusters Score -668634.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -668717.687500 Penalty: 2608.414795
	Iteration 12Q: 3 clusters Score -668717.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -668796.812500 Penalty: 2608.414795
	Iteration 13Q: 3 clusters Score -668796.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -668859.375000 Penalty: 2608.414795
	Iteration 14Q: 3 clusters Score -668859.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -668907.812500 Penalty: 2608.414795
	Iteration 15Q: 3 clusters Score -668907.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -668953.687500 Penalty: 2608.414795
	Iteration 16Q: 3 clusters Score -668953.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -669003.937500 Penalty: 2608.414795
	Iteration 17Q: 3 clusters Score -669003.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -669046.875000 Penalty: 2608.414795
	Iteration 18Q: 3 clusters Score -669046.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -669091.500000 Penalty: 2608.414795
	Iteration 19Q: 3 clusters Score -669091.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -669125.937500 Penalty: 2608.414795
	Iteration 20F: 3 clusters Score -669125.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -669164.812500 Penalty: 2608.414795
	Iteration 21Q: 3 clusters Score -669164.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -669201.250000 Penalty: 2608.414795
	Iteration 22Q: 3 clusters Score -669201.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -669237.562500 Penalty: 2608.414795
	Iteration 23Q: 3 clusters Score -669237.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -669269.375000 Penalty: 2608.414795
	Iteration 24Q: 3 clusters Score -669269.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -669290.750000 Penalty: 2608.414795
	Iteration 25Q: 3 clusters Score -669290.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -669313.250000 Penalty: 2608.414795
	Iteration 26Q: 3 clusters Score -669313.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -669333.437500 Penalty: 2608.414795
	Iteration 27Q: 3 clusters Score -669333.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -669348.187500 Penalty: 2608.414795
	Iteration 28Q: 3 clusters Score -669348.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -669362.750000 Penalty: 2608.414795
	Iteration 29Q: 3 clusters Score -669362.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -669368.687500 Penalty: 2608.414795
	Iteration 30Q: 3 clusters Score -669368.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -669374.937500 Penalty: 2608.414795
	Iteration 31Q: 3 clusters Score -669374.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -669382.312500 Penalty: 2608.414795
	Iteration 32Q: 3 clusters Score -669382.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -669389.625000 Penalty: 2608.414795
	Iteration 33Q: 3 clusters Score -669389.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -669396.625000 Penalty: 2608.414795
	Iteration 34Q: 3 clusters Score -669396.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -669406.062500 Penalty: 2608.414795
	Iteration 35Q: 3 clusters Score -669406.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -669413.312500 Penalty: 2608.414795
	Iteration 36Q: 3 clusters Score -669413.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -669421.625000 Penalty: 2608.414795
	Iteration 37Q: 3 clusters Score -669421.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -669435.500000 Penalty: 2608.414795
	Iteration 38Q: 3 clusters Score -669435.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -669452.312500 Penalty: 2608.414795
	Iteration 39Q: 3 clusters Score -669452.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -669465.687500 Penalty: 2608.414795
	Iteration 40F: 3 clusters Score -669465.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -669481.312500 Penalty: 2608.414795
	Iteration 41Q: 3 clusters Score -669481.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -669497.187500 Penalty: 2608.414795
	Iteration 42Q: 3 clusters Score -669497.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -669514.687500 Penalty: 2608.414795
	Iteration 43Q: 3 clusters Score -669514.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -669533.000000 Penalty: 2608.414795
	Iteration 44Q: 3 clusters Score -669533 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -669549.187500 Penalty: 2608.414795
	Iteration 45Q: 3 clusters Score -669549.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -669566.000000 Penalty: 2608.414795
	Iteration 46Q: 3 clusters Score -669566 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -669581.000000 Penalty: 2608.414795
	Iteration 47Q: 3 clusters Score -669581 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -669598.812500 Penalty: 2608.414795
	Iteration 48Q: 3 clusters Score -669598.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -669612.000000 Penalty: 2608.414795
	Iteration 49Q: 3 clusters Score -669612 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -669630.375000 Penalty: 2608.414795
	Iteration 50Q: 3 clusters Score -669630.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -669642.312500 Penalty: 2608.414795
	Iteration 51Q: 3 clusters Score -669642.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -669650.312500 Penalty: 2608.414795
	Iteration 52Q: 3 clusters Score -669650.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -669661.000000 Penalty: 2608.414795
	Iteration 53Q: 3 clusters Score -669661 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -669671.062500 Penalty: 2608.414795
	Iteration 54Q: 3 clusters Score -669671.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -669679.375000 Penalty: 2608.414795
	Iteration 55Q: 3 clusters Score -669679.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -669684.187500 Penalty: 2608.414795
	Iteration 56Q: 3 clusters Score -669684.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -669689.250000 Penalty: 2608.414795
	Iteration 57Q: 3 clusters Score -669689.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -669691.812500 Penalty: 2608.414795
	Iteration 58Q: 3 clusters Score -669691.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -669694.625000 Penalty: 2608.414795
	Iteration 59Q: 3 clusters Score -669694.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -669696.937500 Penalty: 2608.414795
	Iteration 60F: 3 clusters Score -669696.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -669699.000000 Penalty: 2608.414795
	Iteration 61Q: 3 clusters Score -669699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -669702.625000 Penalty: 2608.414795
	Iteration 62Q: 3 clusters Score -669702.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -669708.125000 Penalty: 2608.414795
	Iteration 63Q: 3 clusters Score -669708.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -669711.437500 Penalty: 2608.414795
	Iteration 64Q: 3 clusters Score -669711.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -669714.687500 Penalty: 2608.414795
	Iteration 65Q: 3 clusters Score -669714.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -669721.437500 Penalty: 2608.414795
	Iteration 66Q: 3 clusters Score -669721.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -669725.125000 Penalty: 2608.414795
	Iteration 67Q: 3 clusters Score -669725.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -669726.750000 Penalty: 2608.414795
	Iteration 68Q: 3 clusters Score -669726.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -669728.500000 Penalty: 2608.414795
	Iteration 69Q: 3 clusters Score -669728.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -669730.062500 Penalty: 2608.414795
	Iteration 70Q: 3 clusters Score -669730.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -669732.187500 Penalty: 2608.414795
	Iteration 71Q: 3 clusters Score -669732.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -669736.000000 Penalty: 2608.414795
	Iteration 72Q: 3 clusters Score -669736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -669735.125000 Penalty: 2608.414795
	Iteration 73Q: 3 clusters Score -669735.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -669737.687500 Penalty: 2608.414795
	Iteration 74Q: 3 clusters Score -669737.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -669735.937500 Penalty: 2608.414795
	Iteration 75Q: 3 clusters Score -669735.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -669735.937500 Penalty: 2608.414795
	Iteration 76F: 3 clusters Score -669735.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Entering Unmasked Estep 
Score: -1525036.750000 Penalty: 1427.633301
	Iteration 0F: 2 clusters Score -1525037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1515342.250000 Penalty: 2855.266602
	Iteration 0F: 3 clusters Score -1515342 nChanged 6224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1518784.625000 Penalty: 2855.266602
	Iteration 1F: 3 clusters Score -1518785 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1519166.000000 Penalty: 2855.266602
	Iteration 2F: 3 clusters Score -1519166 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1519458.500000 Penalty: 2855.266602
	Iteration 3Q: 3 clusters Score -1519458 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1519708.500000 Penalty: 2855.266602
	Iteration 4Q: 3 clusters Score -1519708 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1519944.875000 Penalty: 2855.266602
	Iteration 5Q: 3 clusters Score -1519945 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1520138.250000 Penalty: 2855.266602
	Iteration 6Q: 3 clusters Score -1520138 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1520312.500000 Penalty: 2855.266602
	Iteration 7Q: 3 clusters Score -1520312 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1520455.625000 Penalty: 2855.266602
	Iteration 8Q: 3 clusters Score -1520456 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1520605.125000 Penalty: 2855.266602
	Iteration 9Q: 3 clusters Score -1520605 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1520772.750000 Penalty: 2855.266602
	Iteration 10Q: 3 clusters Score -1520773 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1520945.125000 Penalty: 2855.266602
	Iteration 11Q: 3 clusters Score -1520945 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1521114.625000 Penalty: 2855.266602
	Iteration 12Q: 3 clusters Score -1521115 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1521333.750000 Penalty: 2855.266602
	Iteration 13Q: 3 clusters Score -1521334 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1521579.750000 Penalty: 2855.266602
	Iteration 14Q: 3 clusters Score -1521580 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1521831.875000 Penalty: 2855.266602
	Iteration 15Q: 3 clusters Score -1521832 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1522093.250000 Penalty: 2855.266602
	Iteration 16Q: 3 clusters Score -1522093 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1522372.250000 Penalty: 2855.266602
	Iteration 17Q: 3 clusters Score -1522372 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1522606.500000 Penalty: 2855.266602
	Iteration 18Q: 3 clusters Score -1522606 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1522828.375000 Penalty: 2855.266602
	Iteration 19Q: 3 clusters Score -1522828 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1523043.000000 Penalty: 2855.266602
	Iteration 20F: 3 clusters Score -1523043 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1523244.625000 Penalty: 2855.266602
	Iteration 21Q: 3 clusters Score -1523245 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -1523431.625000 Penalty: 2855.266602
	Iteration 22Q: 3 clusters Score -1523432 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1523543.000000 Penalty: 2855.266602
	Iteration 23Q: 3 clusters Score -1523543 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1523632.750000 Penalty: 2855.266602
	Iteration 24Q: 3 clusters Score -1523633 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -1523698.250000 Penalty: 2855.266602
	Iteration 25Q: 3 clusters Score -1523698 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -1523752.000000 Penalty: 2855.266602
	Iteration 26Q: 3 clusters Score -1523752 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -1523793.000000 Penalty: 2855.266602
	Iteration 27Q: 3 clusters Score -1523793 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1523825.625000 Penalty: 2855.266602
	Iteration 28Q: 3 clusters Score -1523826 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1523855.000000 Penalty: 2855.266602
	Iteration 29Q: 3 clusters Score -1523855 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -1523883.125000 Penalty: 2855.266602
	Iteration 30Q: 3 clusters Score -1523883 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1523898.750000 Penalty: 2855.266602
	Iteration 31Q: 3 clusters Score -1523899 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1523908.625000 Penalty: 2855.266602
	Iteration 32Q: 3 clusters Score -1523909 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1523918.500000 Penalty: 2855.266602
	Iteration 33Q: 3 clusters Score -1523918 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1523924.125000 Penalty: 2855.266602
	Iteration 34Q: 3 clusters Score -1523924 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -1523937.250000 Penalty: 2855.266602
	Iteration 35Q: 3 clusters Score -1523937 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1523949.500000 Penalty: 2855.266602
	Iteration 36Q: 3 clusters Score -1523950 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -1523956.500000 Penalty: 2855.266602
	Iteration 37Q: 3 clusters Score -1523956 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -1523960.250000 Penalty: 2855.266602
	Iteration 38Q: 3 clusters Score -1523960 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1523965.625000 Penalty: 2855.266602
	Iteration 39Q: 3 clusters Score -1523966 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1523966.250000 Penalty: 2855.266602
	Iteration 40F: 3 clusters Score -1523966 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1523971.375000 Penalty: 2855.266602
	Iteration 41Q: 3 clusters Score -1523971 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -1523977.000000 Penalty: 2855.266602
	Iteration 42Q: 3 clusters Score -1523977 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1523978.250000 Penalty: 2855.266602
	Iteration 43Q: 3 clusters Score -1523978 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1523981.625000 Penalty: 2855.266602
	Iteration 44Q: 3 clusters Score -1523982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1523984.500000 Penalty: 2855.266602
	Iteration 45Q: 3 clusters Score -1523984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -1523990.125000 Penalty: 2855.266602
	Iteration 46Q: 3 clusters Score -1523990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1523990.375000 Penalty: 2855.266602
	Iteration 47Q: 3 clusters Score -1523990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1523990.500000 Penalty: 2855.266602
	Iteration 48Q: 3 clusters Score -1523990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1523991.625000 Penalty: 2855.266602
	Iteration 49Q: 3 clusters Score -1523992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -1523989.375000 Penalty: 2855.266602
	Iteration 50Q: 3 clusters Score -1523989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1523990.250000 Penalty: 2855.266602
	Iteration 51Q: 3 clusters Score -1523990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1523991.500000 Penalty: 2855.266602
	Iteration 52Q: 3 clusters Score -1523992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1523992.125000 Penalty: 2855.266602
	Iteration 53Q: 3 clusters Score -1523992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1523995.375000 Penalty: 2855.266602
	Iteration 54Q: 3 clusters Score -1523995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1523996.750000 Penalty: 2855.266602
	Iteration 55Q: 3 clusters Score -1523997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1523996.250000 Penalty: 2855.266602
	Iteration 56Q: 3 clusters Score -1523996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -1523996.000000 Penalty: 2855.266602
	Iteration 57Q: 3 clusters Score -1523996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1523995.500000 Penalty: 2855.266602
	Iteration 58Q: 3 clusters Score -1523996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1523999.875000 Penalty: 2855.266602
	Iteration 59Q: 3 clusters Score -1524000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1524004.250000 Penalty: 2855.266602
	Iteration 60F: 3 clusters Score -1524004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1524003.500000 Penalty: 2855.266602
	Iteration 61Q: 3 clusters Score -1524004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1524007.750000 Penalty: 2855.266602
	Iteration 62Q: 3 clusters Score -1524008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1524007.500000 Penalty: 2855.266602
	Iteration 63Q: 3 clusters Score -1524008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1524008.625000 Penalty: 2855.266602
	Iteration 64Q: 3 clusters Score -1524009 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1524010.500000 Penalty: 2855.266602
	Iteration 65Q: 3 clusters Score -1524010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -1524008.875000 Penalty: 2855.266602
	Iteration 66Q: 3 clusters Score -1524009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -1524008.750000 Penalty: 2855.266602
	Iteration 67Q: 3 clusters Score -1524009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1524012.000000 Penalty: 2855.266602
	Iteration 68Q: 3 clusters Score -1524012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1524013.125000 Penalty: 2855.266602
	Iteration 69Q: 3 clusters Score -1524013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -1524011.625000 Penalty: 2855.266602
	Iteration 70Q: 3 clusters Score -1524012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -1524011.625000 Penalty: 2855.266602
	Iteration 71F: 3 clusters Score -1524012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Entering Unmasked Estep 
Score: -346954.812500 Penalty: 1221.666504
	Iteration 0F: 2 clusters Score -346954.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -344045.437500 Penalty: 2443.333008
	Iteration 0F: 3 clusters Score -344045.4 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -344879.750000 Penalty: 2443.333008
	Iteration 1F: 3 clusters Score -344879.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -345063.687500 Penalty: 2443.333008
	Iteration 2F: 3 clusters Score -345063.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -345173.937500 Penalty: 2443.333008
	Iteration 3Q: 3 clusters Score -345173.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -345303.843750 Penalty: 2443.333008
	Iteration 4Q: 3 clusters Score -345303.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -345465.437500 Penalty: 2443.333008
	Iteration 5Q: 3 clusters Score -345465.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -345624.031250 Penalty: 2443.333008
	Iteration 6Q: 3 clusters Score -345624 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -345765.093750 Penalty: 2443.333008
	Iteration 7Q: 3 clusters Score -345765.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -345898.843750 Penalty: 2443.333008
	Iteration 8Q: 3 clusters Score -345898.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -346037.937500 Penalty: 2443.333008
	Iteration 9Q: 3 clusters Score -346037.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -346177.093750 Penalty: 2443.333008
	Iteration 10Q: 3 clusters Score -346177.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -346307.718750 Penalty: 2443.333008
	Iteration 11Q: 3 clusters Score -346307.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -346397.125000 Penalty: 2443.333008
	Iteration 12Q: 3 clusters Score -346397.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -346471.125000 Penalty: 2443.333008
	Iteration 13Q: 3 clusters Score -346471.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -346528.125000 Penalty: 2443.333008
	Iteration 14Q: 3 clusters Score -346528.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -346569.468750 Penalty: 2443.333008
	Iteration 15Q: 3 clusters Score -346569.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -346608.125000 Penalty: 2443.333008
	Iteration 16Q: 3 clusters Score -346608.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -346627.750000 Penalty: 2443.333008
	Iteration 17Q: 3 clusters Score -346627.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -346644.187500 Penalty: 2443.333008
	Iteration 18Q: 3 clusters Score -346644.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -346664.500000 Penalty: 2443.333008
	Iteration 19Q: 3 clusters Score -346664.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -346676.812500 Penalty: 2443.333008
	Iteration 20F: 3 clusters Score -346676.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -346683.875000 Penalty: 2443.333008
	Iteration 21Q: 3 clusters Score -346683.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -346688.750000 Penalty: 2443.333008
	Iteration 22Q: 3 clusters Score -346688.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -346694.750000 Penalty: 2443.333008
	Iteration 23Q: 3 clusters Score -346694.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -346697.000000 Penalty: 2443.333008
	Iteration 24Q: 3 clusters Score -346697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -346699.843750 Penalty: 2443.333008
	Iteration 25Q: 3 clusters Score -346699.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -346702.562500 Penalty: 2443.333008
	Iteration 26Q: 3 clusters Score -346702.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -346705.750000 Penalty: 2443.333008
	Iteration 27Q: 3 clusters Score -346705.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -346708.093750 Penalty: 2443.333008
	Iteration 28Q: 3 clusters Score -346708.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -346711.375000 Penalty: 2443.333008
	Iteration 29Q: 3 clusters Score -346711.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -346715.343750 Penalty: 2443.333008
	Iteration 30Q: 3 clusters Score -346715.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -346719.125000 Penalty: 2443.333008
	Iteration 31Q: 3 clusters Score -346719.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -346720.406250 Penalty: 2443.333008
	Iteration 32Q: 3 clusters Score -346720.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -346720.781250 Penalty: 2443.333008
	Iteration 33Q: 3 clusters Score -346720.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -346720.781250 Penalty: 2443.333008
	Iteration 34F: 3 clusters Score -346720.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (18499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Entering Unmasked Estep 
Score: -1897889.250000 Penalty: 1462.030273
	Iteration 0F: 2 clusters Score -1897889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1885722.750000 Penalty: 2924.060547
	Iteration 0F: 3 clusters Score -1885723 nChanged 8131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1890055.875000 Penalty: 2924.060547
	Iteration 1F: 3 clusters Score -1890056 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1890397.000000 Penalty: 2924.060547
	Iteration 2F: 3 clusters Score -1890397 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1890682.625000 Penalty: 2924.060547
	Iteration 3Q: 3 clusters Score -1890683 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1890928.375000 Penalty: 2924.060547
	Iteration 4Q: 3 clusters Score -1890928 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1891162.000000 Penalty: 2924.060547
	Iteration 5Q: 3 clusters Score -1891162 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1891466.000000 Penalty: 2924.060547
	Iteration 6Q: 3 clusters Score -1891466 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1891856.375000 Penalty: 2924.060547
	Iteration 7Q: 3 clusters Score -1891856 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -1892340.250000 Penalty: 2924.060547
	Iteration 8Q: 3 clusters Score -1892340 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -1892898.000000 Penalty: 2924.060547
	Iteration 9F: 3 clusters Score -1892898 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -1893472.000000 Penalty: 2924.060547
	Iteration 10Q: 3 clusters Score -1893472 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -1894012.625000 Penalty: 2924.060547
	Iteration 11Q: 3 clusters Score -1894013 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -1894521.125000 Penalty: 2924.060547
	Iteration 12Q: 3 clusters Score -1894521 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -1895021.000000 Penalty: 2924.060547
	Iteration 13Q: 3 clusters Score -1895021 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -1895440.500000 Penalty: 2924.060547
	Iteration 14Q: 3 clusters Score -1895440 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -1895768.250000 Penalty: 2924.060547
	Iteration 15Q: 3 clusters Score -1895768 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -1896003.875000 Penalty: 2924.060547
	Iteration 16Q: 3 clusters Score -1896004 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -1896157.875000 Penalty: 2924.060547
	Iteration 17Q: 3 clusters Score -1896158 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -1896284.125000 Penalty: 2924.060547
	Iteration 18Q: 3 clusters Score -1896284 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -1896396.125000 Penalty: 2924.060547
	Iteration 19Q: 3 clusters Score -1896396 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -1896480.500000 Penalty: 2924.060547
	Iteration 20F: 3 clusters Score -1896480 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -1896554.875000 Penalty: 2924.060547
	Iteration 21Q: 3 clusters Score -1896555 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -1896612.000000 Penalty: 2924.060547
	Iteration 22Q: 3 clusters Score -1896612 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -1896647.125000 Penalty: 2924.060547
	Iteration 23Q: 3 clusters Score -1896647 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -1896681.375000 Penalty: 2924.060547
	Iteration 24Q: 3 clusters Score -1896681 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -1896707.875000 Penalty: 2924.060547
	Iteration 25Q: 3 clusters Score -1896708 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -1896719.500000 Penalty: 2924.060547
	Iteration 26Q: 3 clusters Score -1896720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -1896722.875000 Penalty: 2924.060547
	Iteration 27Q: 3 clusters Score -1896723 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -1896729.000000 Penalty: 2924.060547
	Iteration 28Q: 3 clusters Score -1896729 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -1896736.875000 Penalty: 2924.060547
	Iteration 29Q: 3 clusters Score -1896737 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -1896742.000000 Penalty: 2924.060547
	Iteration 30Q: 3 clusters Score -1896742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -1896742.250000 Penalty: 2924.060547
	Iteration 31Q: 3 clusters Score -1896742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -1896748.875000 Penalty: 2924.060547
	Iteration 32Q: 3 clusters Score -1896749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -1896752.750000 Penalty: 2924.060547
	Iteration 33Q: 3 clusters Score -1896753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -1896752.500000 Penalty: 2924.060547
	Iteration 34Q: 3 clusters Score -1896752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -1896754.875000 Penalty: 2924.060547
	Iteration 35Q: 3 clusters Score -1896755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -1896759.500000 Penalty: 2924.060547
	Iteration 36Q: 3 clusters Score -1896760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -1896759.375000 Penalty: 2924.060547
	Iteration 37Q: 3 clusters Score -1896759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -1896762.000000 Penalty: 2924.060547
	Iteration 38Q: 3 clusters Score -1896762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -1896762.000000 Penalty: 2924.060547
	Iteration 39F: 3 clusters Score -1896762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Entering Unmasked Estep 
Score: -928034.750000 Penalty: 1366.868774
	Iteration 0F: 2 clusters Score -928034.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -921356.187500 Penalty: 2733.737549
	Iteration 0F: 3 clusters Score -921356.2 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -923506.000000 Penalty: 2733.737549
	Iteration 1F: 3 clusters Score -923506 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -923796.375000 Penalty: 2733.737549
	Iteration 2F: 3 clusters Score -923796.4 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -923994.687500 Penalty: 2733.737549
	Iteration 3F: 3 clusters Score -923994.7 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -924138.062500 Penalty: 2733.737549
	Iteration 4Q: 3 clusters Score -924138.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -924256.375000 Penalty: 2733.737549
	Iteration 5Q: 3 clusters Score -924256.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -924369.000000 Penalty: 2733.737549
	Iteration 6Q: 3 clusters Score -924369 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -924471.187500 Penalty: 2733.737549
	Iteration 7Q: 3 clusters Score -924471.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -924579.750000 Penalty: 2733.737549
	Iteration 8Q: 3 clusters Score -924579.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -924697.562500 Penalty: 2733.737549
	Iteration 9Q: 3 clusters Score -924697.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -924816.687500 Penalty: 2733.737549
	Iteration 10Q: 3 clusters Score -924816.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -924971.375000 Penalty: 2733.737549
	Iteration 11Q: 3 clusters Score -924971.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -925156.812500 Penalty: 2733.737549
	Iteration 12Q: 3 clusters Score -925156.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -925403.187500 Penalty: 2733.737549
	Iteration 13Q: 3 clusters Score -925403.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -925674.312500 Penalty: 2733.737549
	Iteration 14Q: 3 clusters Score -925674.3 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -925967.437500 Penalty: 2733.737549
	Iteration 15Q: 3 clusters Score -925967.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -926233.125000 Penalty: 2733.737549
	Iteration 16Q: 3 clusters Score -926233.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -926438.812500 Penalty: 2733.737549
	Iteration 17Q: 3 clusters Score -926438.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -926602.125000 Penalty: 2733.737549
	Iteration 18Q: 3 clusters Score -926602.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -926694.500000 Penalty: 2733.737549
	Iteration 19Q: 3 clusters Score -926694.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -926761.062500 Penalty: 2733.737549
	Iteration 20F: 3 clusters Score -926761.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -926797.062500 Penalty: 2733.737549
	Iteration 21Q: 3 clusters Score -926797.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -926817.312500 Penalty: 2733.737549
	Iteration 22Q: 3 clusters Score -926817.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -926838.937500 Penalty: 2733.737549
	Iteration 23Q: 3 clusters Score -926838.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -926862.812500 Penalty: 2733.737549
	Iteration 24Q: 3 clusters Score -926862.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -926881.125000 Penalty: 2733.737549
	Iteration 25Q: 3 clusters Score -926881.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -926892.062500 Penalty: 2733.737549
	Iteration 26Q: 3 clusters Score -926892.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -926904.937500 Penalty: 2733.737549
	Iteration 27Q: 3 clusters Score -926904.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -926916.312500 Penalty: 2733.737549
	Iteration 28Q: 3 clusters Score -926916.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -926919.000000 Penalty: 2733.737549
	Iteration 29Q: 3 clusters Score -926919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -926931.125000 Penalty: 2733.737549
	Iteration 30Q: 3 clusters Score -926931.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -926944.062500 Penalty: 2733.737549
	Iteration 31Q: 3 clusters Score -926944.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -926952.000000 Penalty: 2733.737549
	Iteration 32Q: 3 clusters Score -926952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -926955.437500 Penalty: 2733.737549
	Iteration 33Q: 3 clusters Score -926955.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -926963.937500 Penalty: 2733.737549
	Iteration 34Q: 3 clusters Score -926963.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -926969.250000 Penalty: 2733.737549
	Iteration 35Q: 3 clusters Score -926969.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -926976.250000 Penalty: 2733.737549
	Iteration 36Q: 3 clusters Score -926976.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -926977.187500 Penalty: 2733.737549
	Iteration 37Q: 3 clusters Score -926977.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -926977.187500 Penalty: 2733.737549
	Iteration 38F: 3 clusters Score -926977.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (15107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Entering Unmasked Estep 
Score: -1512930.625000 Penalty: 1431.889526
	Iteration 0F: 2 clusters Score -1512931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1502973.000000 Penalty: 2863.779053
	Iteration 0F: 3 clusters Score -1502973 nChanged 6476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1506469.875000 Penalty: 2863.779053
	Iteration 1F: 3 clusters Score -1506470 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1506966.500000 Penalty: 2863.779053
	Iteration 2F: 3 clusters Score -1506966 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1507404.750000 Penalty: 2863.779053
	Iteration 3F: 3 clusters Score -1507405 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1507817.000000 Penalty: 2863.779053
	Iteration 4F: 3 clusters Score -1507817 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1508280.500000 Penalty: 2863.779053
	Iteration 5Q: 3 clusters Score -1508280 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1508826.125000 Penalty: 2863.779053
	Iteration 6F: 3 clusters Score -1508826 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1509542.000000 Penalty: 2863.779053
	Iteration 7F: 3 clusters Score -1509542 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1510332.250000 Penalty: 2863.779053
	Iteration 8F: 3 clusters Score -1510332 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1510969.750000 Penalty: 2863.779053
	Iteration 9Q: 3 clusters Score -1510970 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1511327.875000 Penalty: 2863.779053
	Iteration 10Q: 3 clusters Score -1511328 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -1511567.750000 Penalty: 2863.779053
	Iteration 11Q: 3 clusters Score -1511568 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -1511748.625000 Penalty: 2863.779053
	Iteration 12Q: 3 clusters Score -1511749 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -1511886.625000 Penalty: 2863.779053
	Iteration 13Q: 3 clusters Score -1511887 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -1512002.500000 Penalty: 2863.779053
	Iteration 14Q: 3 clusters Score -1512002 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -1512087.500000 Penalty: 2863.779053
	Iteration 15Q: 3 clusters Score -1512088 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -1512150.125000 Penalty: 2863.779053
	Iteration 16Q: 3 clusters Score -1512150 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -1512204.500000 Penalty: 2863.779053
	Iteration 17Q: 3 clusters Score -1512204 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -1512243.750000 Penalty: 2863.779053
	Iteration 18Q: 3 clusters Score -1512244 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -1512271.000000 Penalty: 2863.779053
	Iteration 19Q: 3 clusters Score -1512271 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -1512291.375000 Penalty: 2863.779053
	Iteration 20F: 3 clusters Score -1512291 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -1512310.375000 Penalty: 2863.779053
	Iteration 21Q: 3 clusters Score -1512310 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -1512325.000000 Penalty: 2863.779053
	Iteration 22Q: 3 clusters Score -1512325 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -1512338.875000 Penalty: 2863.779053
	Iteration 23Q: 3 clusters Score -1512339 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -1512348.750000 Penalty: 2863.779053
	Iteration 24Q: 3 clusters Score -1512349 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -1512359.875000 Penalty: 2863.779053
	Iteration 25Q: 3 clusters Score -1512360 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -1512366.750000 Penalty: 2863.779053
	Iteration 26Q: 3 clusters Score -1512367 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -1512377.000000 Penalty: 2863.779053
	Iteration 27Q: 3 clusters Score -1512377 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -1512379.625000 Penalty: 2863.779053
	Iteration 28Q: 3 clusters Score -1512380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -1512386.375000 Penalty: 2863.779053
	Iteration 29Q: 3 clusters Score -1512386 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -1512392.375000 Penalty: 2863.779053
	Iteration 30Q: 3 clusters Score -1512392 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -1512396.250000 Penalty: 2863.779053
	Iteration 31Q: 3 clusters Score -1512396 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -1512399.625000 Penalty: 2863.779053
	Iteration 32Q: 3 clusters Score -1512400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -1512403.750000 Penalty: 2863.779053
	Iteration 33Q: 3 clusters Score -1512404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -1512408.250000 Penalty: 2863.779053
	Iteration 34Q: 3 clusters Score -1512408 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -1512417.625000 Penalty: 2863.779053
	Iteration 35Q: 3 clusters Score -1512418 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -1512425.625000 Penalty: 2863.779053
	Iteration 36Q: 3 clusters Score -1512426 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -1512436.125000 Penalty: 2863.779053
	Iteration 37Q: 3 clusters Score -1512436 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -1512445.500000 Penalty: 2863.779053
	Iteration 38Q: 3 clusters Score -1512446 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -1512447.250000 Penalty: 2863.779053
	Iteration 39Q: 3 clusters Score -1512447 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -1512458.875000 Penalty: 2863.779053
	Iteration 40F: 3 clusters Score -1512459 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -1512460.750000 Penalty: 2863.779053
	Iteration 41Q: 3 clusters Score -1512461 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -1512465.875000 Penalty: 2863.779053
	Iteration 42Q: 3 clusters Score -1512466 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -1512468.625000 Penalty: 2863.779053
	Iteration 43Q: 3 clusters Score -1512469 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -1512473.750000 Penalty: 2863.779053
	Iteration 44Q: 3 clusters Score -1512474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -1512473.500000 Penalty: 2863.779053
	Iteration 45Q: 3 clusters Score -1512474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -1512480.500000 Penalty: 2863.779053
	Iteration 46Q: 3 clusters Score -1512480 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -1512486.250000 Penalty: 2863.779053
	Iteration 47Q: 3 clusters Score -1512486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -1512491.000000 Penalty: 2863.779053
	Iteration 48Q: 3 clusters Score -1512491 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -1512495.625000 Penalty: 2863.779053
	Iteration 49Q: 3 clusters Score -1512496 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -1512499.125000 Penalty: 2863.779053
	Iteration 50Q: 3 clusters Score -1512499 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -1512499.875000 Penalty: 2863.779053
	Iteration 51Q: 3 clusters Score -1512500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -1512505.625000 Penalty: 2863.779053
	Iteration 52Q: 3 clusters Score -1512506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -1512508.250000 Penalty: 2863.779053
	Iteration 53Q: 3 clusters Score -1512508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -1512510.500000 Penalty: 2863.779053
	Iteration 54Q: 3 clusters Score -1512510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -1512514.750000 Penalty: 2863.779053
	Iteration 55Q: 3 clusters Score -1512515 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -1512520.000000 Penalty: 2863.779053
	Iteration 56Q: 3 clusters Score -1512520 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -1512528.500000 Penalty: 2863.779053
	Iteration 57Q: 3 clusters Score -1512528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -1512534.125000 Penalty: 2863.779053
	Iteration 58Q: 3 clusters Score -1512534 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -1512542.875000 Penalty: 2863.779053
	Iteration 59Q: 3 clusters Score -1512543 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -1512551.875000 Penalty: 2863.779053
	Iteration 60F: 3 clusters Score -1512552 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -1512553.250000 Penalty: 2863.779053
	Iteration 61Q: 3 clusters Score -1512553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -1512558.000000 Penalty: 2863.779053
	Iteration 62Q: 3 clusters Score -1512558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -1512562.000000 Penalty: 2863.779053
	Iteration 63Q: 3 clusters Score -1512562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -1512566.625000 Penalty: 2863.779053
	Iteration 64Q: 3 clusters Score -1512567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -1512565.625000 Penalty: 2863.779053
	Iteration 65Q: 3 clusters Score -1512566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -1512569.875000 Penalty: 2863.779053
	Iteration 66Q: 3 clusters Score -1512570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -1512566.500000 Penalty: 2863.779053
	Iteration 67Q: 3 clusters Score -1512566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -1512567.750000 Penalty: 2863.779053
	Iteration 68Q: 3 clusters Score -1512568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -1512567.500000 Penalty: 2863.779053
	Iteration 69Q: 3 clusters Score -1512568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -1512570.875000 Penalty: 2863.779053
	Iteration 70Q: 3 clusters Score -1512571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -1512572.250000 Penalty: 2863.779053
	Iteration 71Q: 3 clusters Score -1512572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -1512573.500000 Penalty: 2863.779053
	Iteration 72Q: 3 clusters Score -1512574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -1512573.750000 Penalty: 2863.779053
	Iteration 73Q: 3 clusters Score -1512574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -1512575.000000 Penalty: 2863.779053
	Iteration 74Q: 3 clusters Score -1512575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -1512577.750000 Penalty: 2863.779053
	Iteration 75Q: 3 clusters Score -1512578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -1512578.125000 Penalty: 2863.779053
	Iteration 76Q: 3 clusters Score -1512578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -1512575.625000 Penalty: 2863.779053
	Iteration 77Q: 3 clusters Score -1512576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -1512576.375000 Penalty: 2863.779053
	Iteration 78Q: 3 clusters Score -1512576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -1512573.375000 Penalty: 2863.779053
	Iteration 79Q: 3 clusters Score -1512573 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -1512573.375000 Penalty: 2863.779053
	Iteration 80F: 3 clusters Score -1512573 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (16094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Entering Unmasked Estep 
Score: -1689743.250000 Penalty: 1441.306885
	Iteration 0F: 2 clusters Score -1689743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1679128.250000 Penalty: 2882.613770
	Iteration 0F: 3 clusters Score -1679128 nChanged 7070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1682952.000000 Penalty: 2882.613770
	Iteration 1F: 3 clusters Score -1682952 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1683313.250000 Penalty: 2882.613770
	Iteration 2F: 3 clusters Score -1683313 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1683577.750000 Penalty: 2882.613770
	Iteration 3Q: 3 clusters Score -1683578 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1683841.375000 Penalty: 2882.613770
	Iteration 4Q: 3 clusters Score -1683841 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1684143.500000 Penalty: 2882.613770
	Iteration 5Q: 3 clusters Score -1684144 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1684483.375000 Penalty: 2882.613770
	Iteration 6Q: 3 clusters Score -1684483 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1684876.875000 Penalty: 2882.613770
	Iteration 7Q: 3 clusters Score -1684877 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1685278.625000 Penalty: 2882.613770
	Iteration 8Q: 3 clusters Score -1685279 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1685704.750000 Penalty: 2882.613770
	Iteration 9Q: 3 clusters Score -1685705 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1686169.375000 Penalty: 2882.613770
	Iteration 10Q: 3 clusters Score -1686169 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1686609.625000 Penalty: 2882.613770
	Iteration 11Q: 3 clusters Score -1686610 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1687021.000000 Penalty: 2882.613770
	Iteration 12Q: 3 clusters Score -1687021 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1687399.000000 Penalty: 2882.613770
	Iteration 13Q: 3 clusters Score -1687399 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1687719.875000 Penalty: 2882.613770
	Iteration 14Q: 3 clusters Score -1687720 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1687955.500000 Penalty: 2882.613770
	Iteration 15Q: 3 clusters Score -1687956 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1688121.875000 Penalty: 2882.613770
	Iteration 16Q: 3 clusters Score -1688122 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1688262.875000 Penalty: 2882.613770
	Iteration 17Q: 3 clusters Score -1688263 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1688358.750000 Penalty: 2882.613770
	Iteration 18Q: 3 clusters Score -1688359 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1688437.125000 Penalty: 2882.613770
	Iteration 19Q: 3 clusters Score -1688437 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1688484.750000 Penalty: 2882.613770
	Iteration 20F: 3 clusters Score -1688485 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1688511.500000 Penalty: 2882.613770
	Iteration 21Q: 3 clusters Score -1688512 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1688535.500000 Penalty: 2882.613770
	Iteration 22Q: 3 clusters Score -1688536 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1688558.625000 Penalty: 2882.613770
	Iteration 23Q: 3 clusters Score -1688559 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1688583.625000 Penalty: 2882.613770
	Iteration 24Q: 3 clusters Score -1688584 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1688593.625000 Penalty: 2882.613770
	Iteration 25Q: 3 clusters Score -1688594 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1688602.250000 Penalty: 2882.613770
	Iteration 26Q: 3 clusters Score -1688602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1688612.875000 Penalty: 2882.613770
	Iteration 27Q: 3 clusters Score -1688613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1688617.625000 Penalty: 2882.613770
	Iteration 28Q: 3 clusters Score -1688618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1688624.875000 Penalty: 2882.613770
	Iteration 29Q: 3 clusters Score -1688625 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1688633.000000 Penalty: 2882.613770
	Iteration 30Q: 3 clusters Score -1688633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1688636.875000 Penalty: 2882.613770
	Iteration 31Q: 3 clusters Score -1688637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1688641.875000 Penalty: 2882.613770
	Iteration 32Q: 3 clusters Score -1688642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1688645.250000 Penalty: 2882.613770
	Iteration 33Q: 3 clusters Score -1688645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1688647.125000 Penalty: 2882.613770
	Iteration 34Q: 3 clusters Score -1688647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1688648.500000 Penalty: 2882.613770
	Iteration 35Q: 3 clusters Score -1688648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1688646.625000 Penalty: 2882.613770
	Iteration 36Q: 3 clusters Score -1688647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1688648.750000 Penalty: 2882.613770
	Iteration 37Q: 3 clusters Score -1688649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1688648.750000 Penalty: 2882.613770
	Iteration 38F: 3 clusters Score -1688649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Entering Unmasked Estep 
Score: -962519.375000 Penalty: 1359.395874
	Iteration 0F: 2 clusters Score -962519.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -956239.312500 Penalty: 2718.791748
	Iteration 0F: 3 clusters Score -956239.3 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -958187.250000 Penalty: 2718.791748
	Iteration 1F: 3 clusters Score -958187.2 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -958464.062500 Penalty: 2718.791748
	Iteration 2F: 3 clusters Score -958464.1 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -958660.187500 Penalty: 2718.791748
	Iteration 3Q: 3 clusters Score -958660.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -958829.875000 Penalty: 2718.791748
	Iteration 4Q: 3 clusters Score -958829.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -958955.812500 Penalty: 2718.791748
	Iteration 5Q: 3 clusters Score -958955.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -959047.250000 Penalty: 2718.791748
	Iteration 6Q: 3 clusters Score -959047.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -959097.562500 Penalty: 2718.791748
	Iteration 7Q: 3 clusters Score -959097.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -959142.375000 Penalty: 2718.791748
	Iteration 8Q: 3 clusters Score -959142.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -959181.375000 Penalty: 2718.791748
	Iteration 9Q: 3 clusters Score -959181.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -959204.437500 Penalty: 2718.791748
	Iteration 10Q: 3 clusters Score -959204.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -959226.937500 Penalty: 2718.791748
	Iteration 11Q: 3 clusters Score -959226.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -959244.750000 Penalty: 2718.791748
	Iteration 12Q: 3 clusters Score -959244.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -959262.000000 Penalty: 2718.791748
	Iteration 13Q: 3 clusters Score -959262 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -959281.312500 Penalty: 2718.791748
	Iteration 14Q: 3 clusters Score -959281.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -959292.000000 Penalty: 2718.791748
	Iteration 15Q: 3 clusters Score -959292 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -959303.562500 Penalty: 2718.791748
	Iteration 16Q: 3 clusters Score -959303.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -959312.000000 Penalty: 2718.791748
	Iteration 17Q: 3 clusters Score -959312 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -959320.562500 Penalty: 2718.791748
	Iteration 18Q: 3 clusters Score -959320.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -959329.000000 Penalty: 2718.791748
	Iteration 19Q: 3 clusters Score -959329 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -959333.375000 Penalty: 2718.791748
	Iteration 20F: 3 clusters Score -959333.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -959343.062500 Penalty: 2718.791748
	Iteration 21Q: 3 clusters Score -959343.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -959348.375000 Penalty: 2718.791748
	Iteration 22Q: 3 clusters Score -959348.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -959351.812500 Penalty: 2718.791748
	Iteration 23Q: 3 clusters Score -959351.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -959353.875000 Penalty: 2718.791748
	Iteration 24Q: 3 clusters Score -959353.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -959361.375000 Penalty: 2718.791748
	Iteration 25Q: 3 clusters Score -959361.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -959364.750000 Penalty: 2718.791748
	Iteration 26Q: 3 clusters Score -959364.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -959368.937500 Penalty: 2718.791748
	Iteration 27Q: 3 clusters Score -959368.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -959371.625000 Penalty: 2718.791748
	Iteration 28Q: 3 clusters Score -959371.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -959376.687500 Penalty: 2718.791748
	Iteration 29Q: 3 clusters Score -959376.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -959382.250000 Penalty: 2718.791748
	Iteration 30Q: 3 clusters Score -959382.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -959387.875000 Penalty: 2718.791748
	Iteration 31Q: 3 clusters Score -959387.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -959395.125000 Penalty: 2718.791748
	Iteration 32Q: 3 clusters Score -959395.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -959404.500000 Penalty: 2718.791748
	Iteration 33Q: 3 clusters Score -959404.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -959416.375000 Penalty: 2718.791748
	Iteration 34Q: 3 clusters Score -959416.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -959426.250000 Penalty: 2718.791748
	Iteration 35Q: 3 clusters Score -959426.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -959435.187500 Penalty: 2718.791748
	Iteration 36Q: 3 clusters Score -959435.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -959445.875000 Penalty: 2718.791748
	Iteration 37Q: 3 clusters Score -959445.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -959455.312500 Penalty: 2718.791748
	Iteration 38Q: 3 clusters Score -959455.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -959465.687500 Penalty: 2718.791748
	Iteration 39Q: 3 clusters Score -959465.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -959485.062500 Penalty: 2718.791748
	Iteration 40F: 3 clusters Score -959485.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -959495.750000 Penalty: 2718.791748
	Iteration 41Q: 3 clusters Score -959495.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -959514.937500 Penalty: 2718.791748
	Iteration 42Q: 3 clusters Score -959514.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -959538.125000 Penalty: 2718.791748
	Iteration 43Q: 3 clusters Score -959538.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -959570.187500 Penalty: 2718.791748
	Iteration 44Q: 3 clusters Score -959570.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -959608.750000 Penalty: 2718.791748
	Iteration 45Q: 3 clusters Score -959608.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -959664.500000 Penalty: 2718.791748
	Iteration 46Q: 3 clusters Score -959664.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -959733.312500 Penalty: 2718.791748
	Iteration 47Q: 3 clusters Score -959733.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -959813.375000 Penalty: 2718.791748
	Iteration 48Q: 3 clusters Score -959813.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -959910.375000 Penalty: 2718.791748
	Iteration 49Q: 3 clusters Score -959910.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -960017.000000 Penalty: 2718.791748
	Iteration 50Q: 3 clusters Score -960017 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -960145.812500 Penalty: 2718.791748
	Iteration 51Q: 3 clusters Score -960145.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -960311.375000 Penalty: 2718.791748
	Iteration 52Q: 3 clusters Score -960311.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -960498.687500 Penalty: 2718.791748
	Iteration 53Q: 3 clusters Score -960498.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -960687.500000 Penalty: 2718.791748
	Iteration 54Q: 3 clusters Score -960687.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -960930.375000 Penalty: 2718.791748
	Iteration 55Q: 3 clusters Score -960930.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -961266.625000 Penalty: 2718.791748
	Iteration 56Q: 3 clusters Score -961266.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -962011.437500 Penalty: 2718.791748
	Iteration 57Q: 3 clusters Score -962011.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -962519.187500 Penalty: 2718.791748
	Iteration 58Q: 3 clusters Score -962519.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -962902.937500 Penalty: 2718.791748
	Iteration 59Q: 3 clusters Score -962902.9 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -963428.062500 Penalty: 2718.791748
	Iteration 60F: 3 clusters Score -963428.1 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -964162.750000 Penalty: 2718.791748
	Iteration 61F: 3 clusters Score -964162.8 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -965079.000000 Penalty: 2718.791748
	Iteration 62F: 3 clusters Score -965079 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -966252.375000 Penalty: 2718.791748
	Iteration 63F: 3 clusters Score -966252.4 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -967473.375000 Penalty: 2718.791748
	Iteration 64F: 3 clusters Score -967473.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -968231.250000 Penalty: 2718.791748
	Iteration 65Q: 3 clusters Score -968231.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -968375.750000 Penalty: 2718.791748
	Iteration 66Q: 3 clusters Score -968375.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -968402.125000 Penalty: 2718.791748
	Iteration 67Q: 3 clusters Score -968402.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -968413.562500 Penalty: 2718.791748
	Iteration 68Q: 3 clusters Score -968413.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -968415.125000 Penalty: 2718.791748
	Iteration 69Q: 3 clusters Score -968415.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -968418.562500 Penalty: 2718.791748
	Iteration 70Q: 3 clusters Score -968418.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -968422.437500 Penalty: 2718.791748
	Iteration 71Q: 3 clusters Score -968422.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -968420.312500 Penalty: 2718.791748
	Iteration 72Q: 3 clusters Score -968420.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -968437.437500 Penalty: 2718.791748
	Iteration 73F: 3 clusters Score -968437.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -968447.375000 Penalty: 2718.791748
	Iteration 74Q: 3 clusters Score -968447.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -968450.187500 Penalty: 2718.791748
	Iteration 75Q: 3 clusters Score -968450.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -968450.187500 Penalty: 2718.791748
	Iteration 76F: 3 clusters Score -968450.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 55891 members 
Mstep: Class 2 contains 700 members 
Mstep: Class 3 contains 49719 members 
Mstep: Class 4 contains 10518 members 
Mstep: Class 5 contains 110737 members 
Mstep: Class 6 contains 37577 members 
Mstep: Class 7 contains 36524 members 
Mstep: Class 8 contains 3864 members 
Mstep: Class 9 contains 10404 members 
Mstep: Class 10 contains 12282 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 24434 members 
Mstep: Class 13 contains 4004 members 
Mstep: Class 14 contains 4541 members 
Mstep: Class 15 contains 2843 members 
Mstep: Class 16 contains 37883 members 
Mstep: Class 17 contains 35127 members 
Mstep: Class 18 contains 11083 members 
Mstep: Class 19 contains 7374 members 
Mstep: Class 20 contains 1404 members 
Mstep: Class 21 contains 36683 members 
Mstep: Class 22 contains 5571 members 
Mstep: Class 23 contains 4439 members 
Mstep: Class 24 contains 6405 members 
Mstep: Class 25 contains 14681 members 
Mstep: Class 26 contains 3678 members 
Mstep: Class 27 contains 18499 members 
Mstep: Class 28 contains 9759 members 
Mstep: Class 29 contains 15107 members 
Mstep: Class 30 contains 16094 members 
Mstep: Class 31 contains 4600 members 
Mstep: Class 32 contains 106044 members 
Mstep: Class 33 contains 17968 members 
Mstep: Class 34 contains 8880 members 
Mstep: Class 35 contains 36454 members 
Mstep: Class 36 contains 2275 members 
Mstep: Class 37 contains 37530 members 
Mstep: Class 38 contains 14869 members 
Mstep: Class 39 contains 17558 members 
Mstep: Class 40 contains 5855 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 8192 members 
Mstep: Class 43 contains 15004 members 
Mstep: Class 44 contains 4598 members 
Mstep: Class 45 contains 2197 members 
Mstep: Class 46 contains 1620 members 
Mstep: Class 47 contains 11625 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 4019 members 
Mstep: Class 50 contains 4681 members 
Entering Unmasked Estep 
Score: -88130024.000000 Penalty: 102001.945312
Splitting cluster 31 changes total score from -88124952.000000 to -88130024.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 32 (106044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106044 members 
Entering Unmasked Estep 
Score: -10732717.000000 Penalty: 1721.855469
	Iteration 0F: 2 clusters Score -1.073272e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53106 members 
Mstep: Class 2 contains 52938 members 
Entering Unmasked Estep 
Score: -10663107.000000 Penalty: 3443.710938
	Iteration 0F: 3 clusters Score -1.066311e+07 nChanged 50229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53985 members 
Mstep: Class 2 contains 52059 members 
Entering Unmasked Estep 
Score: -10692013.000000 Penalty: 3443.710938
	Iteration 1F: 3 clusters Score -1.069201e+07 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54793 members 
Mstep: Class 2 contains 51251 members 
Entering Unmasked Estep 
Score: -10693093.000000 Penalty: 3443.710938
	Iteration 2Q: 3 clusters Score -1.069309e+07 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56067 members 
Mstep: Class 2 contains 49977 members 
Entering Unmasked Estep 
Score: -10694477.000000 Penalty: 3443.710938
	Iteration 3Q: 3 clusters Score -1.069448e+07 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58045 members 
Mstep: Class 2 contains 47999 members 
Entering Unmasked Estep 
Score: -10696413.000000 Penalty: 3443.710938
	Iteration 4Q: 3 clusters Score -1.069641e+07 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60933 members 
Mstep: Class 2 contains 45111 members 
Entering Unmasked Estep 
Score: -10699129.000000 Penalty: 3443.710938
	Iteration 5F: 3 clusters Score -1.069913e+07 nChanged 6201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64762 members 
Mstep: Class 2 contains 41282 members 
Entering Unmasked Estep 
Score: -10702507.000000 Penalty: 3443.710938
	Iteration 6F: 3 clusters Score -1.070251e+07 nChanged 6428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68922 members 
Mstep: Class 2 contains 37122 members 
Entering Unmasked Estep 
Score: -10705956.000000 Penalty: 3443.710938
	Iteration 7F: 3 clusters Score -1.070596e+07 nChanged 6270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73430 members 
Mstep: Class 2 contains 32614 members 
Entering Unmasked Estep 
Score: -10709819.000000 Penalty: 3443.710938
	Iteration 8F: 3 clusters Score -1.070982e+07 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77823 members 
Mstep: Class 2 contains 28221 members 
Entering Unmasked Estep 
Score: -10713620.000000 Penalty: 3443.710938
	Iteration 9F: 3 clusters Score -1.071362e+07 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81856 members 
Mstep: Class 2 contains 24188 members 
Entering Unmasked Estep 
Score: -10716986.000000 Penalty: 3443.710938
	Iteration 10Q: 3 clusters Score -1.071699e+07 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85257 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -10719725.000000 Penalty: 3443.710938
	Iteration 11Q: 3 clusters Score -1.071972e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88197 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -10721887.000000 Penalty: 3443.710938
	Iteration 12Q: 3 clusters Score -1.072189e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90733 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -10723362.000000 Penalty: 3443.710938
	Iteration 13Q: 3 clusters Score -1.072336e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92956 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -10724642.000000 Penalty: 3443.710938
	Iteration 14Q: 3 clusters Score -1.072464e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94996 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -10725805.000000 Penalty: 3443.710938
	Iteration 15Q: 3 clusters Score -1.07258e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96887 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -10726890.000000 Penalty: 3443.710938
	Iteration 16Q: 3 clusters Score -1.072689e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98506 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -10727816.000000 Penalty: 3443.710938
	Iteration 17Q: 3 clusters Score -1.072782e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99844 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -10728611.000000 Penalty: 3443.710938
	Iteration 18Q: 3 clusters Score -1.072861e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100942 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -10729264.000000 Penalty: 3443.710938
	Iteration 19Q: 3 clusters Score -1.072926e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101845 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -10729790.000000 Penalty: 3443.710938
	Iteration 20F: 3 clusters Score -1.072979e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102543 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -10730161.000000 Penalty: 3443.710938
	Iteration 21Q: 3 clusters Score -1.073016e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103122 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -10730544.000000 Penalty: 3443.710938
	Iteration 22Q: 3 clusters Score -1.073054e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103594 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -10730861.000000 Penalty: 3443.710938
	Iteration 23Q: 3 clusters Score -1.073086e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103951 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -10731110.000000 Penalty: 3443.710938
	Iteration 24Q: 3 clusters Score -1.073111e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104203 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -10731293.000000 Penalty: 3443.710938
	Iteration 25Q: 3 clusters Score -1.073129e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104378 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -10731382.000000 Penalty: 3443.710938
	Iteration 26Q: 3 clusters Score -1.073138e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104511 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -10731457.000000 Penalty: 3443.710938
	Iteration 27Q: 3 clusters Score -1.073146e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104597 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -10731539.000000 Penalty: 3443.710938
	Iteration 28Q: 3 clusters Score -1.073154e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104675 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -10731595.000000 Penalty: 3443.710938
	Iteration 29Q: 3 clusters Score -1.07316e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104718 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -10731625.000000 Penalty: 3443.710938
	Iteration 30Q: 3 clusters Score -1.073162e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104760 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -10731659.000000 Penalty: 3443.710938
	Iteration 31Q: 3 clusters Score -1.073166e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104787 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -10731667.000000 Penalty: 3443.710938
	Iteration 32Q: 3 clusters Score -1.073167e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104803 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -10731677.000000 Penalty: 3443.710938
	Iteration 33Q: 3 clusters Score -1.073168e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104818 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -10731693.000000 Penalty: 3443.710938
	Iteration 34Q: 3 clusters Score -1.073169e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104822 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -10731694.000000 Penalty: 3443.710938
	Iteration 35Q: 3 clusters Score -1.073169e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104835 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -10731707.000000 Penalty: 3443.710938
	Iteration 36Q: 3 clusters Score -1.073171e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104847 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -10731713.000000 Penalty: 3443.710938
	Iteration 37Q: 3 clusters Score -1.073171e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104854 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -10731710.000000 Penalty: 3443.710938
	Iteration 38Q: 3 clusters Score -1.073171e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104863 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -10731729.000000 Penalty: 3443.710938
	Iteration 39Q: 3 clusters Score -1.073173e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104867 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -10731729.000000 Penalty: 3443.710938
	Iteration 40F: 3 clusters Score -1.073173e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104873 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -10731733.000000 Penalty: 3443.710938
	Iteration 41Q: 3 clusters Score -1.073173e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104880 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -10731736.000000 Penalty: 3443.710938
	Iteration 42Q: 3 clusters Score -1.073174e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104885 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -10731745.000000 Penalty: 3443.710938
	Iteration 43Q: 3 clusters Score -1.073174e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104887 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -10731743.000000 Penalty: 3443.710938
	Iteration 44Q: 3 clusters Score -1.073174e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104890 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -10731746.000000 Penalty: 3443.710938
	Iteration 45Q: 3 clusters Score -1.073175e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104897 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -10731749.000000 Penalty: 3443.710938
	Iteration 46Q: 3 clusters Score -1.073175e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104899 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -10731747.000000 Penalty: 3443.710938
	Iteration 47Q: 3 clusters Score -1.073175e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104902 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -10731749.000000 Penalty: 3443.710938
	Iteration 48Q: 3 clusters Score -1.073175e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104904 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -10731752.000000 Penalty: 3443.710938
	Iteration 49Q: 3 clusters Score -1.073175e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104905 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -10731748.000000 Penalty: 3443.710938
	Iteration 50Q: 3 clusters Score -1.073175e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104908 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -10731755.000000 Penalty: 3443.710938
	Iteration 51Q: 3 clusters Score -1.073176e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104909 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -10731754.000000 Penalty: 3443.710938
	Iteration 52Q: 3 clusters Score -1.073175e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104909 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -10731757.000000 Penalty: 3443.710938
	Iteration 53Q: 3 clusters Score -1.073176e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104909 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -10731762.000000 Penalty: 3443.710938
	Iteration 54Q: 3 clusters Score -1.073176e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104913 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -10731760.000000 Penalty: 3443.710938
	Iteration 55Q: 3 clusters Score -1.073176e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104918 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -10731752.000000 Penalty: 3443.710938
	Iteration 56Q: 3 clusters Score -1.073175e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104921 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -10731756.000000 Penalty: 3443.710938
	Iteration 57Q: 3 clusters Score -1.073176e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104924 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -10731762.000000 Penalty: 3443.710938
	Iteration 58Q: 3 clusters Score -1.073176e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104929 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -10731757.000000 Penalty: 3443.710938
	Iteration 59Q: 3 clusters Score -1.073176e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104930 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -10731761.000000 Penalty: 3443.710938
	Iteration 60F: 3 clusters Score -1.073176e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (17968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Entering Unmasked Estep 
Score: -1873875.500000 Penalty: 1457.696533
	Iteration 0F: 2 clusters Score -1873876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1862142.250000 Penalty: 2915.393066
	Iteration 0F: 3 clusters Score -1862142 nChanged 7820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1866263.250000 Penalty: 2915.393066
	Iteration 1F: 3 clusters Score -1866263 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1866725.375000 Penalty: 2915.393066
	Iteration 2F: 3 clusters Score -1866725 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1867139.875000 Penalty: 2915.393066
	Iteration 3F: 3 clusters Score -1867140 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1867530.750000 Penalty: 2915.393066
	Iteration 4Q: 3 clusters Score -1867531 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1867992.625000 Penalty: 2915.393066
	Iteration 5Q: 3 clusters Score -1867993 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1868519.375000 Penalty: 2915.393066
	Iteration 6F: 3 clusters Score -1868519 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1869108.750000 Penalty: 2915.393066
	Iteration 7F: 3 clusters Score -1869109 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1869824.875000 Penalty: 2915.393066
	Iteration 8F: 3 clusters Score -1869825 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1870598.750000 Penalty: 2915.393066
	Iteration 9F: 3 clusters Score -1870599 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1871328.625000 Penalty: 2915.393066
	Iteration 10Q: 3 clusters Score -1871329 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1871868.375000 Penalty: 2915.393066
	Iteration 11Q: 3 clusters Score -1871868 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1872209.125000 Penalty: 2915.393066
	Iteration 12Q: 3 clusters Score -1872209 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1872402.875000 Penalty: 2915.393066
	Iteration 13Q: 3 clusters Score -1872403 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1872519.375000 Penalty: 2915.393066
	Iteration 14Q: 3 clusters Score -1872519 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1872602.500000 Penalty: 2915.393066
	Iteration 15Q: 3 clusters Score -1872602 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1872658.000000 Penalty: 2915.393066
	Iteration 16Q: 3 clusters Score -1872658 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1872688.500000 Penalty: 2915.393066
	Iteration 17Q: 3 clusters Score -1872688 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1872723.875000 Penalty: 2915.393066
	Iteration 18Q: 3 clusters Score -1872724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1872732.375000 Penalty: 2915.393066
	Iteration 19Q: 3 clusters Score -1872732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1872737.875000 Penalty: 2915.393066
	Iteration 20F: 3 clusters Score -1872738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1872740.250000 Penalty: 2915.393066
	Iteration 21Q: 3 clusters Score -1872740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1872748.500000 Penalty: 2915.393066
	Iteration 22Q: 3 clusters Score -1872748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1872764.750000 Penalty: 2915.393066
	Iteration 23Q: 3 clusters Score -1872765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1872774.000000 Penalty: 2915.393066
	Iteration 24Q: 3 clusters Score -1872774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1872781.500000 Penalty: 2915.393066
	Iteration 25Q: 3 clusters Score -1872782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1872783.250000 Penalty: 2915.393066
	Iteration 26Q: 3 clusters Score -1872783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1872790.875000 Penalty: 2915.393066
	Iteration 27Q: 3 clusters Score -1872791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1872795.375000 Penalty: 2915.393066
	Iteration 28Q: 3 clusters Score -1872795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1872796.375000 Penalty: 2915.393066
	Iteration 29Q: 3 clusters Score -1872796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1872796.375000 Penalty: 2915.393066
	Iteration 30F: 3 clusters Score -1872796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Entering Unmasked Estep 
Score: -897036.625000 Penalty: 1352.823608
	Iteration 0F: 2 clusters Score -897036.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -890964.062500 Penalty: 2705.647217
	Iteration 0F: 3 clusters Score -890964.1 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -892920.875000 Penalty: 2705.647217
	Iteration 1F: 3 clusters Score -892920.9 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -893236.437500 Penalty: 2705.647217
	Iteration 2F: 3 clusters Score -893236.4 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -893478.875000 Penalty: 2705.647217
	Iteration 3F: 3 clusters Score -893478.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -893664.937500 Penalty: 2705.647217
	Iteration 4Q: 3 clusters Score -893664.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -893813.875000 Penalty: 2705.647217
	Iteration 5Q: 3 clusters Score -893813.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -893952.750000 Penalty: 2705.647217
	Iteration 6Q: 3 clusters Score -893952.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -894084.937500 Penalty: 2705.647217
	Iteration 7Q: 3 clusters Score -894084.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -894228.125000 Penalty: 2705.647217
	Iteration 8Q: 3 clusters Score -894228.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -894378.312500 Penalty: 2705.647217
	Iteration 9Q: 3 clusters Score -894378.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -894542.312500 Penalty: 2705.647217
	Iteration 10Q: 3 clusters Score -894542.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -894715.562500 Penalty: 2705.647217
	Iteration 11Q: 3 clusters Score -894715.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -894896.500000 Penalty: 2705.647217
	Iteration 12Q: 3 clusters Score -894896.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -895067.750000 Penalty: 2705.647217
	Iteration 13Q: 3 clusters Score -895067.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -895221.875000 Penalty: 2705.647217
	Iteration 14Q: 3 clusters Score -895221.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -895334.375000 Penalty: 2705.647217
	Iteration 15Q: 3 clusters Score -895334.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -895412.500000 Penalty: 2705.647217
	Iteration 16Q: 3 clusters Score -895412.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -895465.062500 Penalty: 2705.647217
	Iteration 17Q: 3 clusters Score -895465.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -895516.875000 Penalty: 2705.647217
	Iteration 18Q: 3 clusters Score -895516.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -895559.000000 Penalty: 2705.647217
	Iteration 19Q: 3 clusters Score -895559 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -895608.062500 Penalty: 2705.647217
	Iteration 20F: 3 clusters Score -895608.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -895653.375000 Penalty: 2705.647217
	Iteration 21Q: 3 clusters Score -895653.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -895696.312500 Penalty: 2705.647217
	Iteration 22Q: 3 clusters Score -895696.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -895739.375000 Penalty: 2705.647217
	Iteration 23Q: 3 clusters Score -895739.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -895777.312500 Penalty: 2705.647217
	Iteration 24Q: 3 clusters Score -895777.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -895814.937500 Penalty: 2705.647217
	Iteration 25Q: 3 clusters Score -895814.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -895845.750000 Penalty: 2705.647217
	Iteration 26Q: 3 clusters Score -895845.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -895872.250000 Penalty: 2705.647217
	Iteration 27Q: 3 clusters Score -895872.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -895900.250000 Penalty: 2705.647217
	Iteration 28Q: 3 clusters Score -895900.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -895933.500000 Penalty: 2705.647217
	Iteration 29Q: 3 clusters Score -895933.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -895959.687500 Penalty: 2705.647217
	Iteration 30Q: 3 clusters Score -895959.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -895980.125000 Penalty: 2705.647217
	Iteration 31Q: 3 clusters Score -895980.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -895995.750000 Penalty: 2705.647217
	Iteration 32Q: 3 clusters Score -895995.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -896011.625000 Penalty: 2705.647217
	Iteration 33Q: 3 clusters Score -896011.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -896021.812500 Penalty: 2705.647217
	Iteration 34Q: 3 clusters Score -896021.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -896025.875000 Penalty: 2705.647217
	Iteration 35Q: 3 clusters Score -896025.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -896032.750000 Penalty: 2705.647217
	Iteration 36Q: 3 clusters Score -896032.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -896034.625000 Penalty: 2705.647217
	Iteration 37Q: 3 clusters Score -896034.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -896046.250000 Penalty: 2705.647217
	Iteration 38Q: 3 clusters Score -896046.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -896049.375000 Penalty: 2705.647217
	Iteration 39Q: 3 clusters Score -896049.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -896052.812500 Penalty: 2705.647217
	Iteration 40F: 3 clusters Score -896052.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -896054.187500 Penalty: 2705.647217
	Iteration 41Q: 3 clusters Score -896054.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -896056.375000 Penalty: 2705.647217
	Iteration 42Q: 3 clusters Score -896056.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -896058.312500 Penalty: 2705.647217
	Iteration 43Q: 3 clusters Score -896058.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -896057.625000 Penalty: 2705.647217
	Iteration 44Q: 3 clusters Score -896057.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -896057.000000 Penalty: 2705.647217
	Iteration 45Q: 3 clusters Score -896057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -896057.125000 Penalty: 2705.647217
	Iteration 46Q: 3 clusters Score -896057.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -896057.187500 Penalty: 2705.647217
	Iteration 47Q: 3 clusters Score -896057.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -896057.750000 Penalty: 2705.647217
	Iteration 48Q: 3 clusters Score -896057.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -896058.750000 Penalty: 2705.647217
	Iteration 49Q: 3 clusters Score -896058.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -896058.750000 Penalty: 2705.647217
	Iteration 50F: 3 clusters Score -896058.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (36454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36454 members 
Entering Unmasked Estep 
Score: -3785669.750000 Penalty: 1562.966431
	Iteration 0F: 2 clusters Score -3785670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -3761733.500000 Penalty: 3125.932861
	Iteration 0F: 3 clusters Score -3761734 nChanged 16780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -3770900.000000 Penalty: 3125.932861
	Iteration 1F: 3 clusters Score -3770900 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -3771362.750000 Penalty: 3125.932861
	Iteration 2Q: 3 clusters Score -3771363 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -3771781.250000 Penalty: 3125.932861
	Iteration 3Q: 3 clusters Score -3771781 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -3772226.250000 Penalty: 3125.932861
	Iteration 4Q: 3 clusters Score -3772226 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -3772728.500000 Penalty: 3125.932861
	Iteration 5Q: 3 clusters Score -3772728 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -3773232.500000 Penalty: 3125.932861
	Iteration 6Q: 3 clusters Score -3773232 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -3773840.500000 Penalty: 3125.932861
	Iteration 7Q: 3 clusters Score -3773840 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -3774630.250000 Penalty: 3125.932861
	Iteration 8Q: 3 clusters Score -3774630 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -3775627.750000 Penalty: 3125.932861
	Iteration 9Q: 3 clusters Score -3775628 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -3776768.000000 Penalty: 3125.932861
	Iteration 10Q: 3 clusters Score -3776768 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -3778101.750000 Penalty: 3125.932861
	Iteration 11F: 3 clusters Score -3778102 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26569 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -3779352.500000 Penalty: 3125.932861
	Iteration 12Q: 3 clusters Score -3779352 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27899 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -3780427.750000 Penalty: 3125.932861
	Iteration 13Q: 3 clusters Score -3780428 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29113 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -3781380.000000 Penalty: 3125.932861
	Iteration 14Q: 3 clusters Score -3781380 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30168 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -3782179.750000 Penalty: 3125.932861
	Iteration 15Q: 3 clusters Score -3782180 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31084 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -3782865.750000 Penalty: 3125.932861
	Iteration 16Q: 3 clusters Score -3782866 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31850 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -3783435.750000 Penalty: 3125.932861
	Iteration 17Q: 3 clusters Score -3783436 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32429 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -3783855.000000 Penalty: 3125.932861
	Iteration 18Q: 3 clusters Score -3783855 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32871 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -3784218.500000 Penalty: 3125.932861
	Iteration 19Q: 3 clusters Score -3784218 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33220 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -3784495.250000 Penalty: 3125.932861
	Iteration 20F: 3 clusters Score -3784495 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33482 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -3784721.500000 Penalty: 3125.932861
	Iteration 21Q: 3 clusters Score -3784722 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33668 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -3784839.250000 Penalty: 3125.932861
	Iteration 22Q: 3 clusters Score -3784839 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33820 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -3784965.250000 Penalty: 3125.932861
	Iteration 23Q: 3 clusters Score -3784965 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33932 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -3785042.750000 Penalty: 3125.932861
	Iteration 24Q: 3 clusters Score -3785043 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34024 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -3785099.750000 Penalty: 3125.932861
	Iteration 25Q: 3 clusters Score -3785100 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34088 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -3785132.000000 Penalty: 3125.932861
	Iteration 26Q: 3 clusters Score -3785132 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34139 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -3785164.500000 Penalty: 3125.932861
	Iteration 27Q: 3 clusters Score -3785164 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34172 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -3785175.000000 Penalty: 3125.932861
	Iteration 28Q: 3 clusters Score -3785175 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34199 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -3785181.250000 Penalty: 3125.932861
	Iteration 29Q: 3 clusters Score -3785181 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34212 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -3785190.750000 Penalty: 3125.932861
	Iteration 30Q: 3 clusters Score -3785191 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34225 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -3785210.500000 Penalty: 3125.932861
	Iteration 31Q: 3 clusters Score -3785210 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34235 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -3785211.500000 Penalty: 3125.932861
	Iteration 32Q: 3 clusters Score -3785212 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34235 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -3785217.250000 Penalty: 3125.932861
	Iteration 33Q: 3 clusters Score -3785217 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34239 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -3785225.000000 Penalty: 3125.932861
	Iteration 34Q: 3 clusters Score -3785225 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34244 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -3785238.750000 Penalty: 3125.932861
	Iteration 35Q: 3 clusters Score -3785239 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34252 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -3785234.000000 Penalty: 3125.932861
	Iteration 36Q: 3 clusters Score -3785234 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34253 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -3785232.500000 Penalty: 3125.932861
	Iteration 37Q: 3 clusters Score -3785232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34257 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -3785238.000000 Penalty: 3125.932861
	Iteration 38Q: 3 clusters Score -3785238 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34266 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -3785243.000000 Penalty: 3125.932861
	Iteration 39Q: 3 clusters Score -3785243 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34272 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -3785247.000000 Penalty: 3125.932861
	Iteration 40F: 3 clusters Score -3785247 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34276 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -3785250.250000 Penalty: 3125.932861
	Iteration 41Q: 3 clusters Score -3785250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34283 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -3785259.000000 Penalty: 3125.932861
	Iteration 42Q: 3 clusters Score -3785259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34288 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -3785253.000000 Penalty: 3125.932861
	Iteration 43Q: 3 clusters Score -3785253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34289 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -3785255.500000 Penalty: 3125.932861
	Iteration 44Q: 3 clusters Score -3785256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34294 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -3785255.000000 Penalty: 3125.932861
	Iteration 45Q: 3 clusters Score -3785255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34297 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -3785253.500000 Penalty: 3125.932861
	Iteration 46Q: 3 clusters Score -3785254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34295 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -3785255.500000 Penalty: 3125.932861
	Iteration 47Q: 3 clusters Score -3785256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34294 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -3785258.750000 Penalty: 3125.932861
	Iteration 48Q: 3 clusters Score -3785259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34296 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -3785254.000000 Penalty: 3125.932861
	Iteration 49Q: 3 clusters Score -3785254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34296 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -3785255.000000 Penalty: 3125.932861
	Iteration 50Q: 3 clusters Score -3785255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34298 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -3785253.750000 Penalty: 3125.932861
	Iteration 51Q: 3 clusters Score -3785254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34298 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -3785257.000000 Penalty: 3125.932861
	Iteration 52Q: 3 clusters Score -3785257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34298 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -3785257.000000 Penalty: 3125.932861
	Iteration 53F: 3 clusters Score -3785257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Entering Unmasked Estep 
Score: -205882.171875 Penalty: 1150.184692
	Iteration 0F: 2 clusters Score -205882.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -203864.406250 Penalty: 2300.369385
	Iteration 0F: 3 clusters Score -203864.4 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -204391.531250 Penalty: 2300.369385
	Iteration 1F: 3 clusters Score -204391.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -204547.468750 Penalty: 2300.369385
	Iteration 2F: 3 clusters Score -204547.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -204617.875000 Penalty: 2300.369385
	Iteration 3Q: 3 clusters Score -204617.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -204662.140625 Penalty: 2300.369385
	Iteration 4Q: 3 clusters Score -204662.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -204689.562500 Penalty: 2300.369385
	Iteration 5Q: 3 clusters Score -204689.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -204706.484375 Penalty: 2300.369385
	Iteration 6Q: 3 clusters Score -204706.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -204717.328125 Penalty: 2300.369385
	Iteration 7Q: 3 clusters Score -204717.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -204726.796875 Penalty: 2300.369385
	Iteration 8Q: 3 clusters Score -204726.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -204731.640625 Penalty: 2300.369385
	Iteration 9Q: 3 clusters Score -204731.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -204736.406250 Penalty: 2300.369385
	Iteration 10Q: 3 clusters Score -204736.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -204744.984375 Penalty: 2300.369385
	Iteration 11Q: 3 clusters Score -204745 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -204756.203125 Penalty: 2300.369385
	Iteration 12Q: 3 clusters Score -204756.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -204764.843750 Penalty: 2300.369385
	Iteration 13Q: 3 clusters Score -204764.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -204779.968750 Penalty: 2300.369385
	Iteration 14Q: 3 clusters Score -204780 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -204798.515625 Penalty: 2300.369385
	Iteration 15Q: 3 clusters Score -204798.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -204813.843750 Penalty: 2300.369385
	Iteration 16Q: 3 clusters Score -204813.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -204826.703125 Penalty: 2300.369385
	Iteration 17Q: 3 clusters Score -204826.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -204838.125000 Penalty: 2300.369385
	Iteration 18Q: 3 clusters Score -204838.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -204847.546875 Penalty: 2300.369385
	Iteration 19Q: 3 clusters Score -204847.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -204855.062500 Penalty: 2300.369385
	Iteration 20F: 3 clusters Score -204855.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -204861.828125 Penalty: 2300.369385
	Iteration 21Q: 3 clusters Score -204861.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -204874.500000 Penalty: 2300.369385
	Iteration 22Q: 3 clusters Score -204874.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -204889.796875 Penalty: 2300.369385
	Iteration 23Q: 3 clusters Score -204889.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -204908.203125 Penalty: 2300.369385
	Iteration 24Q: 3 clusters Score -204908.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -204929.296875 Penalty: 2300.369385
	Iteration 25Q: 3 clusters Score -204929.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -204953.125000 Penalty: 2300.369385
	Iteration 26Q: 3 clusters Score -204953.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -204974.375000 Penalty: 2300.369385
	Iteration 27Q: 3 clusters Score -204974.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -204991.781250 Penalty: 2300.369385
	Iteration 28Q: 3 clusters Score -204991.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -205008.750000 Penalty: 2300.369385
	Iteration 29Q: 3 clusters Score -205008.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -205025.984375 Penalty: 2300.369385
	Iteration 30Q: 3 clusters Score -205026 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -205046.296875 Penalty: 2300.369385
	Iteration 31Q: 3 clusters Score -205046.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -205063.171875 Penalty: 2300.369385
	Iteration 32Q: 3 clusters Score -205063.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -205084.984375 Penalty: 2300.369385
	Iteration 33Q: 3 clusters Score -205085 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -205123.250000 Penalty: 2300.369385
	Iteration 34Q: 3 clusters Score -205123.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -205174.890625 Penalty: 2300.369385
	Iteration 35Q: 3 clusters Score -205174.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -205221.734375 Penalty: 2300.369385
	Iteration 36Q: 3 clusters Score -205221.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -205278.250000 Penalty: 2300.369385
	Iteration 37Q: 3 clusters Score -205278.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -205327.921875 Penalty: 2300.369385
	Iteration 38Q: 3 clusters Score -205327.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -205393.375000 Penalty: 2300.369385
	Iteration 39Q: 3 clusters Score -205393.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -205476.906250 Penalty: 2300.369385
	Iteration 40F: 3 clusters Score -205476.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -205523.859375 Penalty: 2300.369385
	Iteration 41Q: 3 clusters Score -205523.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -205576.625000 Penalty: 2300.369385
	Iteration 42Q: 3 clusters Score -205576.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -205642.281250 Penalty: 2300.369385
	Iteration 43Q: 3 clusters Score -205642.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -205697.875000 Penalty: 2300.369385
	Iteration 44Q: 3 clusters Score -205697.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -205719.953125 Penalty: 2300.369385
	Iteration 45Q: 3 clusters Score -205720 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -205731.968750 Penalty: 2300.369385
	Iteration 46Q: 3 clusters Score -205732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -205738.187500 Penalty: 2300.369385
	Iteration 47Q: 3 clusters Score -205738.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -205740.140625 Penalty: 2300.369385
	Iteration 48Q: 3 clusters Score -205740.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -205741.468750 Penalty: 2300.369385
	Iteration 49Q: 3 clusters Score -205741.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -205742.234375 Penalty: 2300.369385
	Iteration 50Q: 3 clusters Score -205742.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -205742.234375 Penalty: 2300.369385
	Iteration 51F: 3 clusters Score -205742.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (37530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37530 members 
Entering Unmasked Estep 
Score: -3875894.000000 Penalty: 1567.294922
	Iteration 0F: 2 clusters Score -3875894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -3851323.750000 Penalty: 3134.589844
	Iteration 0F: 3 clusters Score -3851324 nChanged 17150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -3860623.000000 Penalty: 3134.589844
	Iteration 1F: 3 clusters Score -3860623 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -3861100.500000 Penalty: 3134.589844
	Iteration 2Q: 3 clusters Score -3861100 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -3861500.250000 Penalty: 3134.589844
	Iteration 3Q: 3 clusters Score -3861500 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -3861977.250000 Penalty: 3134.589844
	Iteration 4Q: 3 clusters Score -3861977 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -3862417.250000 Penalty: 3134.589844
	Iteration 5Q: 3 clusters Score -3862417 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -3862926.500000 Penalty: 3134.589844
	Iteration 6Q: 3 clusters Score -3862926 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -3863606.500000 Penalty: 3134.589844
	Iteration 7Q: 3 clusters Score -3863606 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -3864392.500000 Penalty: 3134.589844
	Iteration 8Q: 3 clusters Score -3864392 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -3865411.250000 Penalty: 3134.589844
	Iteration 9F: 3 clusters Score -3865411 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -3866757.750000 Penalty: 3134.589844
	Iteration 10F: 3 clusters Score -3866758 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28340 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -3868448.250000 Penalty: 3134.589844
	Iteration 11F: 3 clusters Score -3868448 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30375 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -3870164.500000 Penalty: 3134.589844
	Iteration 12F: 3 clusters Score -3870164 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31986 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -3871472.750000 Penalty: 3134.589844
	Iteration 13Q: 3 clusters Score -3871473 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33145 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -3872389.000000 Penalty: 3134.589844
	Iteration 14Q: 3 clusters Score -3872389 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33972 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -3872980.500000 Penalty: 3134.589844
	Iteration 15Q: 3 clusters Score -3872980 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34586 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -3873379.250000 Penalty: 3134.589844
	Iteration 16Q: 3 clusters Score -3873379 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35023 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -3873668.500000 Penalty: 3134.589844
	Iteration 17Q: 3 clusters Score -3873668 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35390 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -3873889.500000 Penalty: 3134.589844
	Iteration 18Q: 3 clusters Score -3873890 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35657 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -3874047.000000 Penalty: 3134.589844
	Iteration 19Q: 3 clusters Score -3874047 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35891 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -3874156.250000 Penalty: 3134.589844
	Iteration 20F: 3 clusters Score -3874156 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36088 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -3874261.250000 Penalty: 3134.589844
	Iteration 21Q: 3 clusters Score -3874261 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36222 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -3874323.500000 Penalty: 3134.589844
	Iteration 22Q: 3 clusters Score -3874324 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36336 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3874378.250000 Penalty: 3134.589844
	Iteration 23Q: 3 clusters Score -3874378 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36419 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -3874420.250000 Penalty: 3134.589844
	Iteration 24Q: 3 clusters Score -3874420 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36489 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -3874448.750000 Penalty: 3134.589844
	Iteration 25Q: 3 clusters Score -3874449 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36555 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -3874486.250000 Penalty: 3134.589844
	Iteration 26Q: 3 clusters Score -3874486 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36590 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -3874509.750000 Penalty: 3134.589844
	Iteration 27Q: 3 clusters Score -3874510 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36629 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -3874548.250000 Penalty: 3134.589844
	Iteration 28Q: 3 clusters Score -3874548 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36661 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -3874574.500000 Penalty: 3134.589844
	Iteration 29Q: 3 clusters Score -3874574 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36692 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -3874594.250000 Penalty: 3134.589844
	Iteration 30Q: 3 clusters Score -3874594 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36714 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -3874609.750000 Penalty: 3134.589844
	Iteration 31Q: 3 clusters Score -3874610 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36736 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3874621.500000 Penalty: 3134.589844
	Iteration 32Q: 3 clusters Score -3874622 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36758 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3874633.500000 Penalty: 3134.589844
	Iteration 33Q: 3 clusters Score -3874634 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36773 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3874639.500000 Penalty: 3134.589844
	Iteration 34Q: 3 clusters Score -3874640 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36788 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -3874650.000000 Penalty: 3134.589844
	Iteration 35Q: 3 clusters Score -3874650 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36800 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3874655.750000 Penalty: 3134.589844
	Iteration 36Q: 3 clusters Score -3874656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36804 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -3874658.750000 Penalty: 3134.589844
	Iteration 37Q: 3 clusters Score -3874659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36811 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -3874665.000000 Penalty: 3134.589844
	Iteration 38Q: 3 clusters Score -3874665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36814 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3874666.000000 Penalty: 3134.589844
	Iteration 39Q: 3 clusters Score -3874666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36815 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -3874669.500000 Penalty: 3134.589844
	Iteration 40F: 3 clusters Score -3874670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36818 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -3874668.250000 Penalty: 3134.589844
	Iteration 41Q: 3 clusters Score -3874668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36820 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -3874667.750000 Penalty: 3134.589844
	Iteration 42Q: 3 clusters Score -3874668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36821 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -3874669.250000 Penalty: 3134.589844
	Iteration 43Q: 3 clusters Score -3874669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36821 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -3874669.250000 Penalty: 3134.589844
	Iteration 44F: 3 clusters Score -3874669 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (14869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Entering Unmasked Estep 
Score: -1501456.750000 Penalty: 1429.526611
	Iteration 0F: 2 clusters Score -1501457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1491690.625000 Penalty: 2859.053223
	Iteration 0F: 3 clusters Score -1491691 nChanged 6341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1495152.875000 Penalty: 2859.053223
	Iteration 1F: 3 clusters Score -1495153 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1495598.250000 Penalty: 2859.053223
	Iteration 2F: 3 clusters Score -1495598 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1495957.250000 Penalty: 2859.053223
	Iteration 3F: 3 clusters Score -1495957 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1496270.375000 Penalty: 2859.053223
	Iteration 4Q: 3 clusters Score -1496270 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1496560.625000 Penalty: 2859.053223
	Iteration 5Q: 3 clusters Score -1496561 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1496911.000000 Penalty: 2859.053223
	Iteration 6Q: 3 clusters Score -1496911 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1497286.875000 Penalty: 2859.053223
	Iteration 7Q: 3 clusters Score -1497287 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1497646.625000 Penalty: 2859.053223
	Iteration 8Q: 3 clusters Score -1497647 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1497964.000000 Penalty: 2859.053223
	Iteration 9Q: 3 clusters Score -1497964 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1498224.625000 Penalty: 2859.053223
	Iteration 10Q: 3 clusters Score -1498225 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1498457.625000 Penalty: 2859.053223
	Iteration 11Q: 3 clusters Score -1498458 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1498661.625000 Penalty: 2859.053223
	Iteration 12Q: 3 clusters Score -1498662 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1498838.375000 Penalty: 2859.053223
	Iteration 13Q: 3 clusters Score -1498838 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1498995.000000 Penalty: 2859.053223
	Iteration 14Q: 3 clusters Score -1498995 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1499105.875000 Penalty: 2859.053223
	Iteration 15Q: 3 clusters Score -1499106 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1499188.375000 Penalty: 2859.053223
	Iteration 16Q: 3 clusters Score -1499188 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1499258.000000 Penalty: 2859.053223
	Iteration 17Q: 3 clusters Score -1499258 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1499327.875000 Penalty: 2859.053223
	Iteration 18Q: 3 clusters Score -1499328 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1499373.000000 Penalty: 2859.053223
	Iteration 19Q: 3 clusters Score -1499373 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1499419.750000 Penalty: 2859.053223
	Iteration 20F: 3 clusters Score -1499420 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1499461.375000 Penalty: 2859.053223
	Iteration 21Q: 3 clusters Score -1499461 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1499503.625000 Penalty: 2859.053223
	Iteration 22Q: 3 clusters Score -1499504 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1499548.000000 Penalty: 2859.053223
	Iteration 23Q: 3 clusters Score -1499548 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1499592.125000 Penalty: 2859.053223
	Iteration 24Q: 3 clusters Score -1499592 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1499640.125000 Penalty: 2859.053223
	Iteration 25Q: 3 clusters Score -1499640 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1499680.000000 Penalty: 2859.053223
	Iteration 26Q: 3 clusters Score -1499680 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1499728.000000 Penalty: 2859.053223
	Iteration 27Q: 3 clusters Score -1499728 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1499779.625000 Penalty: 2859.053223
	Iteration 28Q: 3 clusters Score -1499780 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1499819.750000 Penalty: 2859.053223
	Iteration 29Q: 3 clusters Score -1499820 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1499869.000000 Penalty: 2859.053223
	Iteration 30Q: 3 clusters Score -1499869 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1499915.750000 Penalty: 2859.053223
	Iteration 31Q: 3 clusters Score -1499916 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1499949.250000 Penalty: 2859.053223
	Iteration 32Q: 3 clusters Score -1499949 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1499971.125000 Penalty: 2859.053223
	Iteration 33Q: 3 clusters Score -1499971 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1499992.625000 Penalty: 2859.053223
	Iteration 34Q: 3 clusters Score -1499993 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1500017.375000 Penalty: 2859.053223
	Iteration 35Q: 3 clusters Score -1500017 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1500034.375000 Penalty: 2859.053223
	Iteration 36Q: 3 clusters Score -1500034 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1500047.375000 Penalty: 2859.053223
	Iteration 37Q: 3 clusters Score -1500047 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1500067.125000 Penalty: 2859.053223
	Iteration 38Q: 3 clusters Score -1500067 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1500080.000000 Penalty: 2859.053223
	Iteration 39Q: 3 clusters Score -1500080 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1500088.625000 Penalty: 2859.053223
	Iteration 40F: 3 clusters Score -1500089 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1500100.750000 Penalty: 2859.053223
	Iteration 41Q: 3 clusters Score -1500101 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1500116.500000 Penalty: 2859.053223
	Iteration 42Q: 3 clusters Score -1500116 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1500124.000000 Penalty: 2859.053223
	Iteration 43Q: 3 clusters Score -1500124 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1500126.750000 Penalty: 2859.053223
	Iteration 44Q: 3 clusters Score -1500127 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1500131.250000 Penalty: 2859.053223
	Iteration 45Q: 3 clusters Score -1500131 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1500135.250000 Penalty: 2859.053223
	Iteration 46Q: 3 clusters Score -1500135 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1500140.000000 Penalty: 2859.053223
	Iteration 47Q: 3 clusters Score -1500140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1500140.500000 Penalty: 2859.053223
	Iteration 48Q: 3 clusters Score -1500140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1500140.750000 Penalty: 2859.053223
	Iteration 49Q: 3 clusters Score -1500141 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1500144.000000 Penalty: 2859.053223
	Iteration 50Q: 3 clusters Score -1500144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1500142.125000 Penalty: 2859.053223
	Iteration 51Q: 3 clusters Score -1500142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1500143.375000 Penalty: 2859.053223
	Iteration 52Q: 3 clusters Score -1500143 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1500151.125000 Penalty: 2859.053223
	Iteration 53Q: 3 clusters Score -1500151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1500149.375000 Penalty: 2859.053223
	Iteration 54Q: 3 clusters Score -1500149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1500149.000000 Penalty: 2859.053223
	Iteration 55Q: 3 clusters Score -1500149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1500150.250000 Penalty: 2859.053223
	Iteration 56Q: 3 clusters Score -1500150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1500147.750000 Penalty: 2859.053223
	Iteration 57Q: 3 clusters Score -1500148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1500148.750000 Penalty: 2859.053223
	Iteration 58Q: 3 clusters Score -1500149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1500147.750000 Penalty: 2859.053223
	Iteration 59Q: 3 clusters Score -1500148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1500148.625000 Penalty: 2859.053223
	Iteration 60F: 3 clusters Score -1500149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1500147.250000 Penalty: 2859.053223
	Iteration 61Q: 3 clusters Score -1500147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1500149.625000 Penalty: 2859.053223
	Iteration 62Q: 3 clusters Score -1500150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1500150.375000 Penalty: 2859.053223
	Iteration 63Q: 3 clusters Score -1500150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1500152.375000 Penalty: 2859.053223
	Iteration 64Q: 3 clusters Score -1500152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1500154.500000 Penalty: 2859.053223
	Iteration 65Q: 3 clusters Score -1500154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1500153.375000 Penalty: 2859.053223
	Iteration 66Q: 3 clusters Score -1500153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1500153.375000 Penalty: 2859.053223
	Iteration 67F: 3 clusters Score -1500153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (17558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Entering Unmasked Estep 
Score: -1845390.250000 Penalty: 1454.261841
	Iteration 0F: 2 clusters Score -1845390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1833898.125000 Penalty: 2908.523682
	Iteration 0F: 3 clusters Score -1833898 nChanged 7645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1837958.125000 Penalty: 2908.523682
	Iteration 1F: 3 clusters Score -1837958 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1838362.375000 Penalty: 2908.523682
	Iteration 2F: 3 clusters Score -1838362 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1838664.750000 Penalty: 2908.523682
	Iteration 3Q: 3 clusters Score -1838665 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1838893.250000 Penalty: 2908.523682
	Iteration 4Q: 3 clusters Score -1838893 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1839102.875000 Penalty: 2908.523682
	Iteration 5Q: 3 clusters Score -1839103 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1839285.250000 Penalty: 2908.523682
	Iteration 6Q: 3 clusters Score -1839285 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1839445.125000 Penalty: 2908.523682
	Iteration 7Q: 3 clusters Score -1839445 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1839596.625000 Penalty: 2908.523682
	Iteration 8Q: 3 clusters Score -1839597 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1839760.250000 Penalty: 2908.523682
	Iteration 9Q: 3 clusters Score -1839760 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1839949.875000 Penalty: 2908.523682
	Iteration 10Q: 3 clusters Score -1839950 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1840150.500000 Penalty: 2908.523682
	Iteration 11Q: 3 clusters Score -1840150 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1840404.375000 Penalty: 2908.523682
	Iteration 12Q: 3 clusters Score -1840404 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1840711.250000 Penalty: 2908.523682
	Iteration 13Q: 3 clusters Score -1840711 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1841094.375000 Penalty: 2908.523682
	Iteration 14Q: 3 clusters Score -1841094 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1841575.500000 Penalty: 2908.523682
	Iteration 15Q: 3 clusters Score -1841576 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1842102.250000 Penalty: 2908.523682
	Iteration 16Q: 3 clusters Score -1842102 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1842712.125000 Penalty: 2908.523682
	Iteration 17Q: 3 clusters Score -1842712 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1843230.125000 Penalty: 2908.523682
	Iteration 18Q: 3 clusters Score -1843230 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1843600.625000 Penalty: 2908.523682
	Iteration 19Q: 3 clusters Score -1843601 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1843843.000000 Penalty: 2908.523682
	Iteration 20F: 3 clusters Score -1843843 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1843984.375000 Penalty: 2908.523682
	Iteration 21Q: 3 clusters Score -1843984 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1844077.625000 Penalty: 2908.523682
	Iteration 22Q: 3 clusters Score -1844078 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1844132.750000 Penalty: 2908.523682
	Iteration 23Q: 3 clusters Score -1844133 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1844177.125000 Penalty: 2908.523682
	Iteration 24Q: 3 clusters Score -1844177 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1844205.375000 Penalty: 2908.523682
	Iteration 25Q: 3 clusters Score -1844205 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1844233.500000 Penalty: 2908.523682
	Iteration 26Q: 3 clusters Score -1844234 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1844257.375000 Penalty: 2908.523682
	Iteration 27Q: 3 clusters Score -1844257 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1844276.875000 Penalty: 2908.523682
	Iteration 28Q: 3 clusters Score -1844277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1844289.125000 Penalty: 2908.523682
	Iteration 29Q: 3 clusters Score -1844289 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1844299.500000 Penalty: 2908.523682
	Iteration 30Q: 3 clusters Score -1844300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1844310.250000 Penalty: 2908.523682
	Iteration 31Q: 3 clusters Score -1844310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1844316.000000 Penalty: 2908.523682
	Iteration 32Q: 3 clusters Score -1844316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1844322.250000 Penalty: 2908.523682
	Iteration 33Q: 3 clusters Score -1844322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1844324.625000 Penalty: 2908.523682
	Iteration 34Q: 3 clusters Score -1844325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1844323.500000 Penalty: 2908.523682
	Iteration 35Q: 3 clusters Score -1844324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1844328.000000 Penalty: 2908.523682
	Iteration 36Q: 3 clusters Score -1844328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1844330.250000 Penalty: 2908.523682
	Iteration 37Q: 3 clusters Score -1844330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1844331.875000 Penalty: 2908.523682
	Iteration 38Q: 3 clusters Score -1844332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1844333.625000 Penalty: 2908.523682
	Iteration 39Q: 3 clusters Score -1844334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1844333.625000 Penalty: 2908.523682
	Iteration 40F: 3 clusters Score -1844334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (5855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Entering Unmasked Estep 
Score: -614209.687500 Penalty: 1290.847778
	Iteration 0F: 2 clusters Score -614209.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -609963.000000 Penalty: 2581.695557
	Iteration 0F: 3 clusters Score -609963 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -611222.250000 Penalty: 2581.695557
	Iteration 1F: 3 clusters Score -611222.2 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -611457.812500 Penalty: 2581.695557
	Iteration 2F: 3 clusters Score -611457.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -611625.250000 Penalty: 2581.695557
	Iteration 3F: 3 clusters Score -611625.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -611781.750000 Penalty: 2581.695557
	Iteration 4Q: 3 clusters Score -611781.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -612020.562500 Penalty: 2581.695557
	Iteration 5Q: 3 clusters Score -612020.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -612403.750000 Penalty: 2581.695557
	Iteration 6F: 3 clusters Score -612403.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -612907.625000 Penalty: 2581.695557
	Iteration 7F: 3 clusters Score -612907.6 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -613426.437500 Penalty: 2581.695557
	Iteration 8F: 3 clusters Score -613426.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -613830.500000 Penalty: 2581.695557
	Iteration 9F: 3 clusters Score -613830.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -614108.250000 Penalty: 2581.695557
	Iteration 10Q: 3 clusters Score -614108.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -614267.625000 Penalty: 2581.695557
	Iteration 11Q: 3 clusters Score -614267.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -614361.312500 Penalty: 2581.695557
	Iteration 12Q: 3 clusters Score -614361.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -614407.250000 Penalty: 2581.695557
	Iteration 13Q: 3 clusters Score -614407.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -614430.437500 Penalty: 2581.695557
	Iteration 14Q: 3 clusters Score -614430.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -614447.437500 Penalty: 2581.695557
	Iteration 15Q: 3 clusters Score -614447.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -614452.187500 Penalty: 2581.695557
	Iteration 16Q: 3 clusters Score -614452.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -614458.187500 Penalty: 2581.695557
	Iteration 17Q: 3 clusters Score -614458.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -614461.937500 Penalty: 2581.695557
	Iteration 18Q: 3 clusters Score -614461.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -614465.250000 Penalty: 2581.695557
	Iteration 19Q: 3 clusters Score -614465.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -614471.437500 Penalty: 2581.695557
	Iteration 20F: 3 clusters Score -614471.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -614476.937500 Penalty: 2581.695557
	Iteration 21Q: 3 clusters Score -614476.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -614477.625000 Penalty: 2581.695557
	Iteration 22Q: 3 clusters Score -614477.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -614482.750000 Penalty: 2581.695557
	Iteration 23Q: 3 clusters Score -614482.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -614485.312500 Penalty: 2581.695557
	Iteration 24Q: 3 clusters Score -614485.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -614487.125000 Penalty: 2581.695557
	Iteration 25Q: 3 clusters Score -614487.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -614488.812500 Penalty: 2581.695557
	Iteration 26Q: 3 clusters Score -614488.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -614490.812500 Penalty: 2581.695557
	Iteration 27Q: 3 clusters Score -614490.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -614490.812500 Penalty: 2581.695557
	Iteration 28F: 3 clusters Score -614490.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 55891 members 
Mstep: Class 2 contains 700 members 
Mstep: Class 3 contains 49719 members 
Mstep: Class 4 contains 10518 members 
Mstep: Class 5 contains 110737 members 
Mstep: Class 6 contains 37577 members 
Mstep: Class 7 contains 36524 members 
Mstep: Class 8 contains 3864 members 
Mstep: Class 9 contains 10404 members 
Mstep: Class 10 contains 12282 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 24434 members 
Mstep: Class 13 contains 4004 members 
Mstep: Class 14 contains 4541 members 
Mstep: Class 15 contains 2843 members 
Mstep: Class 16 contains 37883 members 
Mstep: Class 17 contains 35127 members 
Mstep: Class 18 contains 11083 members 
Mstep: Class 19 contains 7374 members 
Mstep: Class 20 contains 1404 members 
Mstep: Class 21 contains 36683 members 
Mstep: Class 22 contains 5571 members 
Mstep: Class 23 contains 4439 members 
Mstep: Class 24 contains 6405 members 
Mstep: Class 25 contains 14681 members 
Mstep: Class 26 contains 3678 members 
Mstep: Class 27 contains 18499 members 
Mstep: Class 28 contains 9759 members 
Mstep: Class 29 contains 15107 members 
Mstep: Class 30 contains 16094 members 
Mstep: Class 31 contains 4600 members 
Mstep: Class 32 contains 106044 members 
Mstep: Class 33 contains 17968 members 
Mstep: Class 34 contains 8880 members 
Mstep: Class 35 contains 36454 members 
Mstep: Class 36 contains 2275 members 
Mstep: Class 37 contains 37530 members 
Mstep: Class 38 contains 14869 members 
Mstep: Class 39 contains 17558 members 
Mstep: Class 40 contains 5013 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 8192 members 
Mstep: Class 43 contains 15004 members 
Mstep: Class 44 contains 4598 members 
Mstep: Class 45 contains 2197 members 
Mstep: Class 46 contains 1620 members 
Mstep: Class 47 contains 11625 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 4019 members 
Mstep: Class 50 contains 4681 members 
Mstep: Class 51 contains 842 members 
Entering Unmasked Estep 
Score: -88129560.000000 Penalty: 104041.984375
Splitting cluster 40 changes total score from -88124952.000000 to -88129560.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 41 (598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Entering Unmasked Estep 
Score: -61453.078125 Penalty: 951.366333
	Iteration 0F: 2 clusters Score -61453.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -60494.718750 Penalty: 1902.732666
	Iteration 0F: 3 clusters Score -60494.72 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -60704.062500 Penalty: 1902.732666
	Iteration 1F: 3 clusters Score -60704.06 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -60754.390625 Penalty: 1902.732666
	Iteration 2Q: 3 clusters Score -60754.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -60785.097656 Penalty: 1902.732666
	Iteration 3Q: 3 clusters Score -60785.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -60798.308594 Penalty: 1902.732666
	Iteration 4Q: 3 clusters Score -60798.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -60811.476562 Penalty: 1902.732666
	Iteration 5Q: 3 clusters Score -60811.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -60817.882812 Penalty: 1902.732666
	Iteration 6Q: 3 clusters Score -60817.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -60822.148438 Penalty: 1902.732666
	Iteration 7Q: 3 clusters Score -60822.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -60823.929688 Penalty: 1902.732666
	Iteration 8Q: 3 clusters Score -60823.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -60826.089844 Penalty: 1902.732666
	Iteration 9Q: 3 clusters Score -60826.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -60826.089844 Penalty: 1902.732666
	Iteration 10F: 3 clusters Score -60826.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (8192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Entering Unmasked Estep 
Score: -803130.875000 Penalty: 1340.823853
	Iteration 0F: 2 clusters Score -803130.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -797456.750000 Penalty: 2681.647705
	Iteration 0F: 3 clusters Score -797456.8 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -799255.187500 Penalty: 2681.647705
	Iteration 1F: 3 clusters Score -799255.2 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -799530.187500 Penalty: 2681.647705
	Iteration 2F: 3 clusters Score -799530.2 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -799722.875000 Penalty: 2681.647705
	Iteration 3F: 3 clusters Score -799722.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -799871.812500 Penalty: 2681.647705
	Iteration 4Q: 3 clusters Score -799871.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -799996.625000 Penalty: 2681.647705
	Iteration 5Q: 3 clusters Score -799996.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -800094.125000 Penalty: 2681.647705
	Iteration 6Q: 3 clusters Score -800094.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -800155.937500 Penalty: 2681.647705
	Iteration 7Q: 3 clusters Score -800155.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -800222.875000 Penalty: 2681.647705
	Iteration 8Q: 3 clusters Score -800222.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -800285.375000 Penalty: 2681.647705
	Iteration 9Q: 3 clusters Score -800285.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -800334.875000 Penalty: 2681.647705
	Iteration 10Q: 3 clusters Score -800334.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -800386.062500 Penalty: 2681.647705
	Iteration 11Q: 3 clusters Score -800386.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -800438.375000 Penalty: 2681.647705
	Iteration 12Q: 3 clusters Score -800438.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -800511.062500 Penalty: 2681.647705
	Iteration 13Q: 3 clusters Score -800511.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -800589.562500 Penalty: 2681.647705
	Iteration 14Q: 3 clusters Score -800589.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -800664.250000 Penalty: 2681.647705
	Iteration 15Q: 3 clusters Score -800664.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -800753.875000 Penalty: 2681.647705
	Iteration 16Q: 3 clusters Score -800753.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -800840.062500 Penalty: 2681.647705
	Iteration 17Q: 3 clusters Score -800840.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -800926.000000 Penalty: 2681.647705
	Iteration 18Q: 3 clusters Score -800926 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -801014.937500 Penalty: 2681.647705
	Iteration 19Q: 3 clusters Score -801014.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -801121.437500 Penalty: 2681.647705
	Iteration 20F: 3 clusters Score -801121.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -801233.812500 Penalty: 2681.647705
	Iteration 21Q: 3 clusters Score -801233.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -801341.687500 Penalty: 2681.647705
	Iteration 22Q: 3 clusters Score -801341.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -801438.875000 Penalty: 2681.647705
	Iteration 23Q: 3 clusters Score -801438.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -801525.312500 Penalty: 2681.647705
	Iteration 24Q: 3 clusters Score -801525.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -801582.812500 Penalty: 2681.647705
	Iteration 25Q: 3 clusters Score -801582.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -801637.312500 Penalty: 2681.647705
	Iteration 26Q: 3 clusters Score -801637.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -801693.312500 Penalty: 2681.647705
	Iteration 27Q: 3 clusters Score -801693.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -801734.875000 Penalty: 2681.647705
	Iteration 28Q: 3 clusters Score -801734.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -801775.437500 Penalty: 2681.647705
	Iteration 29Q: 3 clusters Score -801775.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -801800.625000 Penalty: 2681.647705
	Iteration 30Q: 3 clusters Score -801800.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -801829.812500 Penalty: 2681.647705
	Iteration 31Q: 3 clusters Score -801829.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -801860.062500 Penalty: 2681.647705
	Iteration 32Q: 3 clusters Score -801860.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -801893.375000 Penalty: 2681.647705
	Iteration 33Q: 3 clusters Score -801893.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -801919.750000 Penalty: 2681.647705
	Iteration 34Q: 3 clusters Score -801919.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -801936.625000 Penalty: 2681.647705
	Iteration 35Q: 3 clusters Score -801936.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -801952.875000 Penalty: 2681.647705
	Iteration 36Q: 3 clusters Score -801952.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -801969.812500 Penalty: 2681.647705
	Iteration 37Q: 3 clusters Score -801969.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -801981.312500 Penalty: 2681.647705
	Iteration 38Q: 3 clusters Score -801981.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -802003.437500 Penalty: 2681.647705
	Iteration 39Q: 3 clusters Score -802003.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -802032.500000 Penalty: 2681.647705
	Iteration 40F: 3 clusters Score -802032.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -802058.625000 Penalty: 2681.647705
	Iteration 41Q: 3 clusters Score -802058.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -802082.375000 Penalty: 2681.647705
	Iteration 42Q: 3 clusters Score -802082.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -802103.000000 Penalty: 2681.647705
	Iteration 43Q: 3 clusters Score -802103 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -802116.750000 Penalty: 2681.647705
	Iteration 44Q: 3 clusters Score -802116.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -802127.812500 Penalty: 2681.647705
	Iteration 45Q: 3 clusters Score -802127.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -802144.812500 Penalty: 2681.647705
	Iteration 46Q: 3 clusters Score -802144.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -802156.812500 Penalty: 2681.647705
	Iteration 47Q: 3 clusters Score -802156.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -802161.562500 Penalty: 2681.647705
	Iteration 48Q: 3 clusters Score -802161.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -802165.312500 Penalty: 2681.647705
	Iteration 49Q: 3 clusters Score -802165.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -802168.000000 Penalty: 2681.647705
	Iteration 50Q: 3 clusters Score -802168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -802168.500000 Penalty: 2681.647705
	Iteration 51Q: 3 clusters Score -802168.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -802168.500000 Penalty: 2681.647705
	Iteration 52F: 3 clusters Score -802168.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (15004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Entering Unmasked Estep 
Score: -1573379.500000 Penalty: 1430.871460
	Iteration 0F: 2 clusters Score -1573380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1563434.375000 Penalty: 2861.742920
	Iteration 0F: 3 clusters Score -1563434 nChanged 6454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1566985.750000 Penalty: 2861.742920
	Iteration 1F: 3 clusters Score -1566986 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1567427.000000 Penalty: 2861.742920
	Iteration 2F: 3 clusters Score -1567427 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1567793.250000 Penalty: 2861.742920
	Iteration 3F: 3 clusters Score -1567793 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1568114.875000 Penalty: 2861.742920
	Iteration 4Q: 3 clusters Score -1568115 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1568430.875000 Penalty: 2861.742920
	Iteration 5Q: 3 clusters Score -1568431 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1568722.500000 Penalty: 2861.742920
	Iteration 6Q: 3 clusters Score -1568722 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1568990.625000 Penalty: 2861.742920
	Iteration 7Q: 3 clusters Score -1568991 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1569244.250000 Penalty: 2861.742920
	Iteration 8Q: 3 clusters Score -1569244 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1569452.250000 Penalty: 2861.742920
	Iteration 9Q: 3 clusters Score -1569452 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1569628.500000 Penalty: 2861.742920
	Iteration 10Q: 3 clusters Score -1569628 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1569758.875000 Penalty: 2861.742920
	Iteration 11Q: 3 clusters Score -1569759 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1569873.250000 Penalty: 2861.742920
	Iteration 12Q: 3 clusters Score -1569873 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1569965.500000 Penalty: 2861.742920
	Iteration 13Q: 3 clusters Score -1569966 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1570040.000000 Penalty: 2861.742920
	Iteration 14Q: 3 clusters Score -1570040 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1570110.625000 Penalty: 2861.742920
	Iteration 15Q: 3 clusters Score -1570111 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1570173.125000 Penalty: 2861.742920
	Iteration 16Q: 3 clusters Score -1570173 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1570233.375000 Penalty: 2861.742920
	Iteration 17Q: 3 clusters Score -1570233 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1570284.250000 Penalty: 2861.742920
	Iteration 18Q: 3 clusters Score -1570284 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1570333.375000 Penalty: 2861.742920
	Iteration 19Q: 3 clusters Score -1570333 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1570384.000000 Penalty: 2861.742920
	Iteration 20F: 3 clusters Score -1570384 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1570456.125000 Penalty: 2861.742920
	Iteration 21Q: 3 clusters Score -1570456 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1570519.500000 Penalty: 2861.742920
	Iteration 22Q: 3 clusters Score -1570520 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1570593.500000 Penalty: 2861.742920
	Iteration 23Q: 3 clusters Score -1570594 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1570663.000000 Penalty: 2861.742920
	Iteration 24Q: 3 clusters Score -1570663 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1570722.250000 Penalty: 2861.742920
	Iteration 25Q: 3 clusters Score -1570722 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1570798.500000 Penalty: 2861.742920
	Iteration 26Q: 3 clusters Score -1570798 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1570878.500000 Penalty: 2861.742920
	Iteration 27Q: 3 clusters Score -1570878 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1570944.625000 Penalty: 2861.742920
	Iteration 28Q: 3 clusters Score -1570945 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1571034.375000 Penalty: 2861.742920
	Iteration 29Q: 3 clusters Score -1571034 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1571150.125000 Penalty: 2861.742920
	Iteration 30Q: 3 clusters Score -1571150 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1571291.000000 Penalty: 2861.742920
	Iteration 31Q: 3 clusters Score -1571291 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1571452.375000 Penalty: 2861.742920
	Iteration 32Q: 3 clusters Score -1571452 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1571614.875000 Penalty: 2861.742920
	Iteration 33Q: 3 clusters Score -1571615 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1571764.875000 Penalty: 2861.742920
	Iteration 34Q: 3 clusters Score -1571765 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1571869.250000 Penalty: 2861.742920
	Iteration 35Q: 3 clusters Score -1571869 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1571946.500000 Penalty: 2861.742920
	Iteration 36Q: 3 clusters Score -1571946 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1571993.125000 Penalty: 2861.742920
	Iteration 37Q: 3 clusters Score -1571993 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1572040.250000 Penalty: 2861.742920
	Iteration 38Q: 3 clusters Score -1572040 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1572072.875000 Penalty: 2861.742920
	Iteration 39Q: 3 clusters Score -1572073 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1572092.375000 Penalty: 2861.742920
	Iteration 40F: 3 clusters Score -1572092 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1572107.750000 Penalty: 2861.742920
	Iteration 41Q: 3 clusters Score -1572108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1572114.000000 Penalty: 2861.742920
	Iteration 42Q: 3 clusters Score -1572114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1572120.375000 Penalty: 2861.742920
	Iteration 43Q: 3 clusters Score -1572120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1572122.750000 Penalty: 2861.742920
	Iteration 44Q: 3 clusters Score -1572123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1572128.875000 Penalty: 2861.742920
	Iteration 45Q: 3 clusters Score -1572129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1572135.750000 Penalty: 2861.742920
	Iteration 46Q: 3 clusters Score -1572136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1572137.375000 Penalty: 2861.742920
	Iteration 47Q: 3 clusters Score -1572137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1572138.500000 Penalty: 2861.742920
	Iteration 48Q: 3 clusters Score -1572138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1572143.500000 Penalty: 2861.742920
	Iteration 49Q: 3 clusters Score -1572144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1572154.000000 Penalty: 2861.742920
	Iteration 50Q: 3 clusters Score -1572154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1572157.875000 Penalty: 2861.742920
	Iteration 51Q: 3 clusters Score -1572158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1572160.625000 Penalty: 2861.742920
	Iteration 52Q: 3 clusters Score -1572161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1572168.750000 Penalty: 2861.742920
	Iteration 53Q: 3 clusters Score -1572169 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1572178.750000 Penalty: 2861.742920
	Iteration 54Q: 3 clusters Score -1572179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1572184.875000 Penalty: 2861.742920
	Iteration 55Q: 3 clusters Score -1572185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1572185.375000 Penalty: 2861.742920
	Iteration 56Q: 3 clusters Score -1572185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1572191.125000 Penalty: 2861.742920
	Iteration 57Q: 3 clusters Score -1572191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1572191.375000 Penalty: 2861.742920
	Iteration 58Q: 3 clusters Score -1572191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1572191.125000 Penalty: 2861.742920
	Iteration 59Q: 3 clusters Score -1572191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1572195.875000 Penalty: 2861.742920
	Iteration 60F: 3 clusters Score -1572196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1572196.750000 Penalty: 2861.742920
	Iteration 61Q: 3 clusters Score -1572197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1572199.375000 Penalty: 2861.742920
	Iteration 62Q: 3 clusters Score -1572199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1572199.375000 Penalty: 2861.742920
	Iteration 63F: 3 clusters Score -1572199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (4598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Entering Unmasked Estep 
Score: -446126.718750 Penalty: 1254.886475
	Iteration 0F: 2 clusters Score -446126.7 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 2285 members 
Entering Unmasked Estep 
Score: -442684.281250 Penalty: 2509.772949
	Iteration 0F: 3 clusters Score -442684.3 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -443707.437500 Penalty: 2509.772949
	Iteration 1F: 3 clusters Score -443707.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -443909.125000 Penalty: 2509.772949
	Iteration 2F: 3 clusters Score -443909.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -444051.625000 Penalty: 2509.772949
	Iteration 3F: 3 clusters Score -444051.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -444136.187500 Penalty: 2509.772949
	Iteration 4Q: 3 clusters Score -444136.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -444198.125000 Penalty: 2509.772949
	Iteration 5Q: 3 clusters Score -444198.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -444240.531250 Penalty: 2509.772949
	Iteration 6Q: 3 clusters Score -444240.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -444288.000000 Penalty: 2509.772949
	Iteration 7Q: 3 clusters Score -444288 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -444315.781250 Penalty: 2509.772949
	Iteration 8Q: 3 clusters Score -444315.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -444335.593750 Penalty: 2509.772949
	Iteration 9Q: 3 clusters Score -444335.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -444354.000000 Penalty: 2509.772949
	Iteration 10Q: 3 clusters Score -444354 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -444364.187500 Penalty: 2509.772949
	Iteration 11Q: 3 clusters Score -444364.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -444372.468750 Penalty: 2509.772949
	Iteration 12Q: 3 clusters Score -444372.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -444381.718750 Penalty: 2509.772949
	Iteration 13Q: 3 clusters Score -444381.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -444389.656250 Penalty: 2509.772949
	Iteration 14Q: 3 clusters Score -444389.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -444402.250000 Penalty: 2509.772949
	Iteration 15Q: 3 clusters Score -444402.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -444417.437500 Penalty: 2509.772949
	Iteration 16Q: 3 clusters Score -444417.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -444433.781250 Penalty: 2509.772949
	Iteration 17Q: 3 clusters Score -444433.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -444442.968750 Penalty: 2509.772949
	Iteration 18Q: 3 clusters Score -444443 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -444450.625000 Penalty: 2509.772949
	Iteration 19Q: 3 clusters Score -444450.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -444458.750000 Penalty: 2509.772949
	Iteration 20F: 3 clusters Score -444458.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -444467.375000 Penalty: 2509.772949
	Iteration 21Q: 3 clusters Score -444467.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -444475.937500 Penalty: 2509.772949
	Iteration 22Q: 3 clusters Score -444475.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -444484.156250 Penalty: 2509.772949
	Iteration 23Q: 3 clusters Score -444484.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -444491.156250 Penalty: 2509.772949
	Iteration 24Q: 3 clusters Score -444491.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -444496.031250 Penalty: 2509.772949
	Iteration 25Q: 3 clusters Score -444496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -444499.156250 Penalty: 2509.772949
	Iteration 26Q: 3 clusters Score -444499.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -444502.093750 Penalty: 2509.772949
	Iteration 27Q: 3 clusters Score -444502.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -444502.968750 Penalty: 2509.772949
	Iteration 28Q: 3 clusters Score -444503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -444504.187500 Penalty: 2509.772949
	Iteration 29Q: 3 clusters Score -444504.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -444505.312500 Penalty: 2509.772949
	Iteration 30Q: 3 clusters Score -444505.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -444506.031250 Penalty: 2509.772949
	Iteration 31Q: 3 clusters Score -444506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -444508.343750 Penalty: 2509.772949
	Iteration 32Q: 3 clusters Score -444508.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -444509.906250 Penalty: 2509.772949
	Iteration 33Q: 3 clusters Score -444509.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -444509.406250 Penalty: 2509.772949
	Iteration 34Q: 3 clusters Score -444509.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -444509.406250 Penalty: 2509.772949
	Iteration 35F: 3 clusters Score -444509.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (2197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Entering Unmasked Estep 
Score: -204439.359375 Penalty: 1144.993408
	Iteration 0F: 2 clusters Score -204439.4 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 1128 members 
Entering Unmasked Estep 
Score: -202479.125000 Penalty: 2289.986816
	Iteration 0F: 3 clusters Score -202479.1 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -202998.062500 Penalty: 2289.986816
	Iteration 1F: 3 clusters Score -202998.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -203178.421875 Penalty: 2289.986816
	Iteration 2F: 3 clusters Score -203178.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -203281.984375 Penalty: 2289.986816
	Iteration 3F: 3 clusters Score -203282 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -203352.578125 Penalty: 2289.986816
	Iteration 4Q: 3 clusters Score -203352.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -203401.531250 Penalty: 2289.986816
	Iteration 5Q: 3 clusters Score -203401.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -203429.750000 Penalty: 2289.986816
	Iteration 6Q: 3 clusters Score -203429.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -203455.109375 Penalty: 2289.986816
	Iteration 7Q: 3 clusters Score -203455.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -203470.187500 Penalty: 2289.986816
	Iteration 8Q: 3 clusters Score -203470.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -203483.203125 Penalty: 2289.986816
	Iteration 9Q: 3 clusters Score -203483.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -203503.046875 Penalty: 2289.986816
	Iteration 10Q: 3 clusters Score -203503 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -203519.968750 Penalty: 2289.986816
	Iteration 11Q: 3 clusters Score -203520 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -203534.687500 Penalty: 2289.986816
	Iteration 12Q: 3 clusters Score -203534.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -203544.140625 Penalty: 2289.986816
	Iteration 13Q: 3 clusters Score -203544.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -203551.625000 Penalty: 2289.986816
	Iteration 14Q: 3 clusters Score -203551.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -203555.375000 Penalty: 2289.986816
	Iteration 15Q: 3 clusters Score -203555.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -203561.578125 Penalty: 2289.986816
	Iteration 16Q: 3 clusters Score -203561.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -203565.500000 Penalty: 2289.986816
	Iteration 17Q: 3 clusters Score -203565.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -203566.734375 Penalty: 2289.986816
	Iteration 18Q: 3 clusters Score -203566.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -203566.734375 Penalty: 2289.986816
	Iteration 19F: 3 clusters Score -203566.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Entering Unmasked Estep 
Score: -165657.265625 Penalty: 1099.659058
	Iteration 0F: 2 clusters Score -165657.3 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 812 members 
Entering Unmasked Estep 
Score: -163983.156250 Penalty: 2199.318115
	Iteration 0F: 3 clusters Score -163983.2 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -164399.406250 Penalty: 2199.318115
	Iteration 1F: 3 clusters Score -164399.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -164518.937500 Penalty: 2199.318115
	Iteration 2F: 3 clusters Score -164518.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -164603.140625 Penalty: 2199.318115
	Iteration 3Q: 3 clusters Score -164603.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -164653.109375 Penalty: 2199.318115
	Iteration 4Q: 3 clusters Score -164653.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -164694.031250 Penalty: 2199.318115
	Iteration 5Q: 3 clusters Score -164694 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -164735.640625 Penalty: 2199.318115
	Iteration 6Q: 3 clusters Score -164735.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -164768.140625 Penalty: 2199.318115
	Iteration 7Q: 3 clusters Score -164768.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -164794.984375 Penalty: 2199.318115
	Iteration 8Q: 3 clusters Score -164795 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -164824.406250 Penalty: 2199.318115
	Iteration 9Q: 3 clusters Score -164824.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -164842.796875 Penalty: 2199.318115
	Iteration 10Q: 3 clusters Score -164842.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -164861.250000 Penalty: 2199.318115
	Iteration 11Q: 3 clusters Score -164861.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -164874.015625 Penalty: 2199.318115
	Iteration 12Q: 3 clusters Score -164874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -164884.046875 Penalty: 2199.318115
	Iteration 13Q: 3 clusters Score -164884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -164889.812500 Penalty: 2199.318115
	Iteration 14Q: 3 clusters Score -164889.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -164900.859375 Penalty: 2199.318115
	Iteration 15Q: 3 clusters Score -164900.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -164908.921875 Penalty: 2199.318115
	Iteration 16Q: 3 clusters Score -164908.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -164915.187500 Penalty: 2199.318115
	Iteration 17Q: 3 clusters Score -164915.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -164922.046875 Penalty: 2199.318115
	Iteration 18Q: 3 clusters Score -164922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -164935.812500 Penalty: 2199.318115
	Iteration 19Q: 3 clusters Score -164935.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -164946.656250 Penalty: 2199.318115
	Iteration 20F: 3 clusters Score -164946.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -164958.000000 Penalty: 2199.318115
	Iteration 21Q: 3 clusters Score -164958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -164963.890625 Penalty: 2199.318115
	Iteration 22Q: 3 clusters Score -164963.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -164969.000000 Penalty: 2199.318115
	Iteration 23Q: 3 clusters Score -164969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -164971.734375 Penalty: 2199.318115
	Iteration 24Q: 3 clusters Score -164971.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -164972.453125 Penalty: 2199.318115
	Iteration 25Q: 3 clusters Score -164972.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -164972.453125 Penalty: 2199.318115
	Iteration 26F: 3 clusters Score -164972.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (11625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Entering Unmasked Estep 
Score: -1222036.375000 Penalty: 1392.903931
	Iteration 0F: 2 clusters Score -1222036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1214240.125000 Penalty: 2785.807861
	Iteration 0F: 3 clusters Score -1214240 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1216837.250000 Penalty: 2785.807861
	Iteration 1F: 3 clusters Score -1216837 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1217161.625000 Penalty: 2785.807861
	Iteration 2F: 3 clusters Score -1217162 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1217373.500000 Penalty: 2785.807861
	Iteration 3Q: 3 clusters Score -1217374 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1217576.625000 Penalty: 2785.807861
	Iteration 4Q: 3 clusters Score -1217577 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1217796.250000 Penalty: 2785.807861
	Iteration 5Q: 3 clusters Score -1217796 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1218053.500000 Penalty: 2785.807861
	Iteration 6Q: 3 clusters Score -1218054 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1218318.625000 Penalty: 2785.807861
	Iteration 7Q: 3 clusters Score -1218319 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1218606.125000 Penalty: 2785.807861
	Iteration 8Q: 3 clusters Score -1218606 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1218924.625000 Penalty: 2785.807861
	Iteration 9Q: 3 clusters Score -1218925 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1219227.500000 Penalty: 2785.807861
	Iteration 10Q: 3 clusters Score -1219228 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1219508.125000 Penalty: 2785.807861
	Iteration 11Q: 3 clusters Score -1219508 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1219732.750000 Penalty: 2785.807861
	Iteration 12Q: 3 clusters Score -1219733 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1219887.125000 Penalty: 2785.807861
	Iteration 13Q: 3 clusters Score -1219887 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1220004.000000 Penalty: 2785.807861
	Iteration 14Q: 3 clusters Score -1220004 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1220097.750000 Penalty: 2785.807861
	Iteration 15Q: 3 clusters Score -1220098 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1220173.125000 Penalty: 2785.807861
	Iteration 16Q: 3 clusters Score -1220173 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1220239.000000 Penalty: 2785.807861
	Iteration 17Q: 3 clusters Score -1220239 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1220312.250000 Penalty: 2785.807861
	Iteration 18Q: 3 clusters Score -1220312 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1220364.500000 Penalty: 2785.807861
	Iteration 19Q: 3 clusters Score -1220364 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1220412.500000 Penalty: 2785.807861
	Iteration 20F: 3 clusters Score -1220412 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1220454.250000 Penalty: 2785.807861
	Iteration 21Q: 3 clusters Score -1220454 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1220497.750000 Penalty: 2785.807861
	Iteration 22Q: 3 clusters Score -1220498 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1220535.875000 Penalty: 2785.807861
	Iteration 23Q: 3 clusters Score -1220536 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1220570.500000 Penalty: 2785.807861
	Iteration 24Q: 3 clusters Score -1220570 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1220598.875000 Penalty: 2785.807861
	Iteration 25Q: 3 clusters Score -1220599 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1220625.625000 Penalty: 2785.807861
	Iteration 26Q: 3 clusters Score -1220626 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1220658.000000 Penalty: 2785.807861
	Iteration 27Q: 3 clusters Score -1220658 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1220682.000000 Penalty: 2785.807861
	Iteration 28Q: 3 clusters Score -1220682 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1220703.625000 Penalty: 2785.807861
	Iteration 29Q: 3 clusters Score -1220704 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1220723.875000 Penalty: 2785.807861
	Iteration 30Q: 3 clusters Score -1220724 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1220753.500000 Penalty: 2785.807861
	Iteration 31Q: 3 clusters Score -1220754 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1220787.750000 Penalty: 2785.807861
	Iteration 32Q: 3 clusters Score -1220788 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1220816.000000 Penalty: 2785.807861
	Iteration 33Q: 3 clusters Score -1220816 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1220840.750000 Penalty: 2785.807861
	Iteration 34Q: 3 clusters Score -1220841 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1220863.625000 Penalty: 2785.807861
	Iteration 35Q: 3 clusters Score -1220864 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1220878.125000 Penalty: 2785.807861
	Iteration 36Q: 3 clusters Score -1220878 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1220893.750000 Penalty: 2785.807861
	Iteration 37Q: 3 clusters Score -1220894 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1220906.625000 Penalty: 2785.807861
	Iteration 38Q: 3 clusters Score -1220907 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1220916.625000 Penalty: 2785.807861
	Iteration 39Q: 3 clusters Score -1220917 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1220927.375000 Penalty: 2785.807861
	Iteration 40F: 3 clusters Score -1220927 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1220933.500000 Penalty: 2785.807861
	Iteration 41Q: 3 clusters Score -1220934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1220942.000000 Penalty: 2785.807861
	Iteration 42Q: 3 clusters Score -1220942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1220949.375000 Penalty: 2785.807861
	Iteration 43Q: 3 clusters Score -1220949 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1220959.375000 Penalty: 2785.807861
	Iteration 44Q: 3 clusters Score -1220959 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1220965.375000 Penalty: 2785.807861
	Iteration 45Q: 3 clusters Score -1220965 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1220976.250000 Penalty: 2785.807861
	Iteration 46Q: 3 clusters Score -1220976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1220992.500000 Penalty: 2785.807861
	Iteration 47Q: 3 clusters Score -1220992 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1221002.500000 Penalty: 2785.807861
	Iteration 48Q: 3 clusters Score -1221002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1221005.625000 Penalty: 2785.807861
	Iteration 49Q: 3 clusters Score -1221006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1221009.250000 Penalty: 2785.807861
	Iteration 50Q: 3 clusters Score -1221009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1221016.000000 Penalty: 2785.807861
	Iteration 51Q: 3 clusters Score -1221016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1221016.625000 Penalty: 2785.807861
	Iteration 52Q: 3 clusters Score -1221017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1221016.875000 Penalty: 2785.807861
	Iteration 53Q: 3 clusters Score -1221017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1221013.500000 Penalty: 2785.807861
	Iteration 54Q: 3 clusters Score -1221014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1221013.500000 Penalty: 2785.807861
	Iteration 55F: 3 clusters Score -1221014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Entering Unmasked Estep 
Score: -19294.017578 Penalty: 814.897766
	Iteration 0F: 2 clusters Score -19294.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -18705.406250 Penalty: 1629.795532
	Iteration 0F: 3 clusters Score -18705.41 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -18851.300781 Penalty: 1629.795532
	Iteration 1F: 3 clusters Score -18851.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -18872.392578 Penalty: 1629.795532
	Iteration 2Q: 3 clusters Score -18872.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -18901.480469 Penalty: 1629.795532
	Iteration 3Q: 3 clusters Score -18901.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -18913.509766 Penalty: 1629.795532
	Iteration 4Q: 3 clusters Score -18913.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -18918.765625 Penalty: 1629.795532
	Iteration 5Q: 3 clusters Score -18918.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -18927.980469 Penalty: 1629.795532
	Iteration 6Q: 3 clusters Score -18927.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -18927.980469 Penalty: 1629.795532
	Iteration 7F: 3 clusters Score -18927.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (4019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Entering Unmasked Estep 
Score: -371991.968750 Penalty: 1234.859741
	Iteration 0F: 2 clusters Score -371992 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 2007 members 
Entering Unmasked Estep 
Score: -368903.750000 Penalty: 2469.719482
	Iteration 0F: 3 clusters Score -368903.8 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -369835.468750 Penalty: 2469.719482
	Iteration 1F: 3 clusters Score -369835.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -370080.187500 Penalty: 2469.719482
	Iteration 2F: 3 clusters Score -370080.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -370244.000000 Penalty: 2469.719482
	Iteration 3F: 3 clusters Score -370244 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -370395.250000 Penalty: 2469.719482
	Iteration 4Q: 3 clusters Score -370395.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -370507.437500 Penalty: 2469.719482
	Iteration 5Q: 3 clusters Score -370507.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -370622.031250 Penalty: 2469.719482
	Iteration 6Q: 3 clusters Score -370622 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -370715.468750 Penalty: 2469.719482
	Iteration 7Q: 3 clusters Score -370715.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -370791.562500 Penalty: 2469.719482
	Iteration 8Q: 3 clusters Score -370791.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -370851.062500 Penalty: 2469.719482
	Iteration 9Q: 3 clusters Score -370851.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -370878.000000 Penalty: 2469.719482
	Iteration 10Q: 3 clusters Score -370878 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -370905.593750 Penalty: 2469.719482
	Iteration 11Q: 3 clusters Score -370905.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -370927.656250 Penalty: 2469.719482
	Iteration 12Q: 3 clusters Score -370927.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -370950.812500 Penalty: 2469.719482
	Iteration 13Q: 3 clusters Score -370950.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -370968.906250 Penalty: 2469.719482
	Iteration 14Q: 3 clusters Score -370968.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -370985.812500 Penalty: 2469.719482
	Iteration 15Q: 3 clusters Score -370985.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -370998.406250 Penalty: 2469.719482
	Iteration 16Q: 3 clusters Score -370998.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -371011.281250 Penalty: 2469.719482
	Iteration 17Q: 3 clusters Score -371011.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -371030.625000 Penalty: 2469.719482
	Iteration 18Q: 3 clusters Score -371030.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -371049.062500 Penalty: 2469.719482
	Iteration 19Q: 3 clusters Score -371049.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -371061.656250 Penalty: 2469.719482
	Iteration 20F: 3 clusters Score -371061.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -371077.500000 Penalty: 2469.719482
	Iteration 21Q: 3 clusters Score -371077.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -371100.687500 Penalty: 2469.719482
	Iteration 22Q: 3 clusters Score -371100.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -371116.125000 Penalty: 2469.719482
	Iteration 23Q: 3 clusters Score -371116.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -371125.281250 Penalty: 2469.719482
	Iteration 24Q: 3 clusters Score -371125.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -371131.781250 Penalty: 2469.719482
	Iteration 25Q: 3 clusters Score -371131.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -371137.000000 Penalty: 2469.719482
	Iteration 26Q: 3 clusters Score -371137 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -371141.187500 Penalty: 2469.719482
	Iteration 27Q: 3 clusters Score -371141.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -371146.843750 Penalty: 2469.719482
	Iteration 28Q: 3 clusters Score -371146.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -371157.406250 Penalty: 2469.719482
	Iteration 29Q: 3 clusters Score -371157.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -371172.937500 Penalty: 2469.719482
	Iteration 30Q: 3 clusters Score -371172.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -371196.812500 Penalty: 2469.719482
	Iteration 31Q: 3 clusters Score -371196.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -371215.593750 Penalty: 2469.719482
	Iteration 32Q: 3 clusters Score -371215.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -371232.937500 Penalty: 2469.719482
	Iteration 33Q: 3 clusters Score -371232.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -371246.750000 Penalty: 2469.719482
	Iteration 34Q: 3 clusters Score -371246.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -371255.187500 Penalty: 2469.719482
	Iteration 35Q: 3 clusters Score -371255.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -371260.343750 Penalty: 2469.719482
	Iteration 36Q: 3 clusters Score -371260.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -371263.375000 Penalty: 2469.719482
	Iteration 37Q: 3 clusters Score -371263.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -371267.375000 Penalty: 2469.719482
	Iteration 38Q: 3 clusters Score -371267.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -371271.250000 Penalty: 2469.719482
	Iteration 39Q: 3 clusters Score -371271.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -371279.062500 Penalty: 2469.719482
	Iteration 40F: 3 clusters Score -371279.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -371288.093750 Penalty: 2469.719482
	Iteration 41Q: 3 clusters Score -371288.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -371295.968750 Penalty: 2469.719482
	Iteration 42Q: 3 clusters Score -371296 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -371304.625000 Penalty: 2469.719482
	Iteration 43Q: 3 clusters Score -371304.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -371311.906250 Penalty: 2469.719482
	Iteration 44Q: 3 clusters Score -371311.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -371318.937500 Penalty: 2469.719482
	Iteration 45Q: 3 clusters Score -371318.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -371323.781250 Penalty: 2469.719482
	Iteration 46Q: 3 clusters Score -371323.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -371327.218750 Penalty: 2469.719482
	Iteration 47Q: 3 clusters Score -371327.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -371328.875000 Penalty: 2469.719482
	Iteration 48Q: 3 clusters Score -371328.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -371330.531250 Penalty: 2469.719482
	Iteration 49Q: 3 clusters Score -371330.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -371332.562500 Penalty: 2469.719482
	Iteration 50Q: 3 clusters Score -371332.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -371331.593750 Penalty: 2469.719482
	Iteration 51Q: 3 clusters Score -371331.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -371332.812500 Penalty: 2469.719482
	Iteration 52Q: 3 clusters Score -371332.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -371334.062500 Penalty: 2469.719482
	Iteration 53Q: 3 clusters Score -371334.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -371337.281250 Penalty: 2469.719482
	Iteration 54Q: 3 clusters Score -371337.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -371339.875000 Penalty: 2469.719482
	Iteration 55Q: 3 clusters Score -371339.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -371342.593750 Penalty: 2469.719482
	Iteration 56Q: 3 clusters Score -371342.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -371346.406250 Penalty: 2469.719482
	Iteration 57Q: 3 clusters Score -371346.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -371348.437500 Penalty: 2469.719482
	Iteration 58Q: 3 clusters Score -371348.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -371351.531250 Penalty: 2469.719482
	Iteration 59Q: 3 clusters Score -371351.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -371356.250000 Penalty: 2469.719482
	Iteration 60F: 3 clusters Score -371356.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -371358.218750 Penalty: 2469.719482
	Iteration 61Q: 3 clusters Score -371358.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -371358.656250 Penalty: 2469.719482
	Iteration 62Q: 3 clusters Score -371358.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -371358.875000 Penalty: 2469.719482
	Iteration 63Q: 3 clusters Score -371358.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -371359.562500 Penalty: 2469.719482
	Iteration 64Q: 3 clusters Score -371359.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -371359.625000 Penalty: 2469.719482
	Iteration 65Q: 3 clusters Score -371359.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -371361.187500 Penalty: 2469.719482
	Iteration 66Q: 3 clusters Score -371361.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -371361.218750 Penalty: 2469.719482
	Iteration 67Q: 3 clusters Score -371361.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -371362.093750 Penalty: 2469.719482
	Iteration 68Q: 3 clusters Score -371362.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -371362.125000 Penalty: 2469.719482
	Iteration 69Q: 3 clusters Score -371362.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -371362.125000 Penalty: 2469.719482
	Iteration 70F: 3 clusters Score -371362.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 55891 members 
Mstep: Class 2 contains 700 members 
Mstep: Class 3 contains 49719 members 
Mstep: Class 4 contains 10518 members 
Mstep: Class 5 contains 110737 members 
Mstep: Class 6 contains 37577 members 
Mstep: Class 7 contains 36524 members 
Mstep: Class 8 contains 3864 members 
Mstep: Class 9 contains 10404 members 
Mstep: Class 10 contains 12282 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 24434 members 
Mstep: Class 13 contains 4004 members 
Mstep: Class 14 contains 4541 members 
Mstep: Class 15 contains 2843 members 
Mstep: Class 16 contains 37883 members 
Mstep: Class 17 contains 35127 members 
Mstep: Class 18 contains 11083 members 
Mstep: Class 19 contains 7374 members 
Mstep: Class 20 contains 1404 members 
Mstep: Class 21 contains 36683 members 
Mstep: Class 22 contains 5571 members 
Mstep: Class 23 contains 4439 members 
Mstep: Class 24 contains 6405 members 
Mstep: Class 25 contains 14681 members 
Mstep: Class 26 contains 3678 members 
Mstep: Class 27 contains 18499 members 
Mstep: Class 28 contains 9759 members 
Mstep: Class 29 contains 15107 members 
Mstep: Class 30 contains 16094 members 
Mstep: Class 31 contains 4600 members 
Mstep: Class 32 contains 106044 members 
Mstep: Class 33 contains 17968 members 
Mstep: Class 34 contains 8880 members 
Mstep: Class 35 contains 36454 members 
Mstep: Class 36 contains 2275 members 
Mstep: Class 37 contains 37530 members 
Mstep: Class 38 contains 14869 members 
Mstep: Class 39 contains 17558 members 
Mstep: Class 40 contains 5013 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 8192 members 
Mstep: Class 43 contains 15004 members 
Mstep: Class 44 contains 4598 members 
Mstep: Class 45 contains 2197 members 
Mstep: Class 46 contains 1620 members 
Mstep: Class 47 contains 11625 members 
Mstep: Class 48 contains 239 members 
Mstep: Class 49 contains 4019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130896.000000 Penalty: 104041.984375
Iteration 232F: 52 clusters Score -8.81309e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55891 members 
Mstep: Class 2 contains 700 members 
Mstep: Class 3 contains 49719 members 
Mstep: Class 4 contains 10518 members 
Mstep: Class 5 contains 110738 members 
Mstep: Class 6 contains 37587 members 
Mstep: Class 7 contains 36524 members 
Mstep: Class 8 contains 3862 members 
Mstep: Class 9 contains 10402 members 
Mstep: Class 10 contains 12122 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 24434 members 
Mstep: Class 13 contains 4005 members 
Mstep: Class 14 contains 4539 members 
Mstep: Class 15 contains 2848 members 
Mstep: Class 16 contains 37894 members 
Mstep: Class 17 contains 35143 members 
Mstep: Class 18 contains 11075 members 
Mstep: Class 19 contains 7374 members 
Mstep: Class 20 contains 1402 members 
Mstep: Class 21 contains 36697 members 
Mstep: Class 22 contains 5571 members 
Mstep: Class 23 contains 4439 members 
Mstep: Class 24 contains 6419 members 
Mstep: Class 25 contains 14685 members 
Mstep: Class 26 contains 3678 members 
Mstep: Class 27 contains 18508 members 
Mstep: Class 28 contains 9636 members 
Mstep: Class 29 contains 14856 members 
Mstep: Class 30 contains 16109 members 
Mstep: Class 31 contains 4820 members 
Mstep: Class 32 contains 106048 members 
Mstep: Class 33 contains 17981 members 
Mstep: Class 34 contains 8880 members 
Mstep: Class 35 contains 36474 members 
Mstep: Class 36 contains 2275 members 
Mstep: Class 37 contains 37537 members 
Mstep: Class 38 contains 14869 members 
Mstep: Class 39 contains 17572 members 
Mstep: Class 40 contains 5167 members 
Mstep: Class 41 contains 599 members 
Mstep: Class 42 contains 8144 members 
Mstep: Class 43 contains 15038 members 
Mstep: Class 44 contains 4598 members 
Mstep: Class 45 contains 2197 members 
Mstep: Class 46 contains 1634 members 
Mstep: Class 47 contains 11645 members 
Mstep: Class 48 contains 240 members 
Mstep: Class 49 contains 4019 members 
Mstep: Class 50 contains 4673 members 
Mstep: Class 51 contains 847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88132616.000000 Penalty: 104041.984375
Iteration 233Q: 52 clusters Score -8.813262e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55890 members 
Mstep: Class 2 contains 700 members 
Mstep: Class 3 contains 49716 members 
Mstep: Class 4 contains 10517 members 
Mstep: Class 5 contains 110732 members 
Mstep: Class 6 contains 37592 members 
Mstep: Class 7 contains 36525 members 
Mstep: Class 8 contains 3858 members 
Mstep: Class 9 contains 10401 members 
Mstep: Class 10 contains 12038 members 
Mstep: Class 11 contains 7136 members 
Mstep: Class 12 contains 24436 members 
Mstep: Class 13 contains 4007 members 
Mstep: Class 14 contains 4534 members 
Mstep: Class 15 contains 2850 members 
Mstep: Class 16 contains 37902 members 
Mstep: Class 17 contains 35138 members 
Mstep: Class 18 contains 11055 members 
Mstep: Class 19 contains 7374 members 
Mstep: Class 20 contains 1402 members 
Mstep: Class 21 contains 36712 members 
Mstep: Class 22 contains 5571 members 
Mstep: Class 23 contains 4440 members 
Mstep: Class 24 contains 6419 members 
Mstep: Class 25 contains 14679 members 
Mstep: Class 26 contains 3678 members 
Mstep: Class 27 contains 18511 members 
Mstep: Class 28 contains 9561 members 
Mstep: Class 29 contains 14587 members 
Mstep: Class 30 contains 16108 members 
Mstep: Class 31 contains 4919 members 
Mstep: Class 32 contains 106062 members 
Mstep: Class 33 contains 17992 members 
Mstep: Class 34 contains 8880 members 
Mstep: Class 35 contains 36484 members 
Mstep: Class 36 contains 2274 members 
Mstep: Class 37 contains 37539 members 
Mstep: Class 38 contains 14867 members 
Mstep: Class 39 contains 17579 members 
Mstep: Class 40 contains 5257 members 
Mstep: Class 41 contains 599 members 
Mstep: Class 42 contains 8128 members 
Mstep: Class 43 contains 15047 members 
Mstep: Class 44 contains 4598 members 
Mstep: Class 45 contains 2197 members 
Mstep: Class 46 contains 1650 members 
Mstep: Class 47 contains 11652 members 
Mstep: Class 48 contains 240 members 
Mstep: Class 49 contains 4019 members 
Mstep: Class 50 contains 4862 members 
Mstep: Class 51 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88133600.000000 Penalty: 104041.984375
Iteration 234Q: 52 clusters Score -8.81336e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55891 members 
Mstep: Class 2 contains 700 members 
Mstep: Class 3 contains 49715 members 
Mstep: Class 4 contains 10516 members 
Mstep: Class 5 contains 110723 members 
Mstep: Class 6 contains 37591 members 
Mstep: Class 7 contains 36531 members 
Mstep: Class 8 contains 3853 members 
Mstep: Class 9 contains 10399 members 
Mstep: Class 10 contains 11997 members 
Mstep: Class 11 contains 7134 members 
Mstep: Class 12 contains 24434 members 
Mstep: Class 13 contains 4007 members 
Mstep: Class 14 contains 4530 members 
Mstep: Class 15 contains 2851 members 
Mstep: Class 16 contains 37907 members 
Mstep: Class 17 contains 35137 members 
Mstep: Class 18 contains 11047 members 
Mstep: Class 19 contains 7374 members 
Mstep: Class 20 contains 1404 members 
Mstep: Class 21 contains 36716 members 
Mstep: Class 22 contains 5570 members 
Mstep: Class 23 contains 4441 members 
Mstep: Class 24 contains 6422 members 
Mstep: Class 25 contains 14680 members 
Mstep: Class 26 contains 3678 members 
Mstep: Class 27 contains 18515 members 
Mstep: Class 28 contains 9499 members 
Mstep: Class 29 contains 14306 members 
Mstep: Class 30 contains 16105 members 
Mstep: Class 31 contains 4963 members 
Mstep: Class 32 contains 106077 members 
Mstep: Class 33 contains 18010 members 
Mstep: Class 34 contains 8880 members 
Mstep: Class 35 contains 36487 members 
Mstep: Class 36 contains 2274 members 
Mstep: Class 37 contains 37540 members 
Mstep: Class 38 contains 14867 members 
Mstep: Class 39 contains 17580 members 
Mstep: Class 40 contains 5316 members 
Mstep: Class 41 contains 599 members 
Mstep: Class 42 contains 8131 members 
Mstep: Class 43 contains 15050 members 
Mstep: Class 44 contains 4598 members 
Mstep: Class 45 contains 2198 members 
Mstep: Class 46 contains 1658 members 
Mstep: Class 47 contains 11654 members 
Mstep: Class 48 contains 242 members 
Mstep: Class 49 contains 4020 members 
Mstep: Class 50 contains 5095 members 
Mstep: Class 51 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134544.000000 Penalty: 104041.984375
Iteration 235Q: 52 clusters Score -8.813454e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55886 members 
Mstep: Class 2 contains 700 members 
Mstep: Class 3 contains 49714 members 
Mstep: Class 4 contains 10515 members 
Mstep: Class 5 contains 110711 members 
Mstep: Class 6 contains 37590 members 
Mstep: Class 7 contains 36546 members 
Mstep: Class 8 contains 3853 members 
Mstep: Class 9 contains 10399 members 
Mstep: Class 10 contains 11979 members 
Mstep: Class 11 contains 7133 members 
Mstep: Class 12 contains 24430 members 
Mstep: Class 13 contains 4009 members 
Mstep: Class 14 contains 4522 members 
Mstep: Class 15 contains 2851 members 
Mstep: Class 16 contains 37917 members 
Mstep: Class 17 contains 35135 members 
Mstep: Class 18 contains 11043 members 
Mstep: Class 19 contains 7374 members 
Mstep: Class 20 contains 1407 members 
Mstep: Class 21 contains 36720 members 
Mstep: Class 22 contains 5570 members 
Mstep: Class 23 contains 4440 members 
Mstep: Class 24 contains 6424 members 
Mstep: Class 25 contains 14683 members 
Mstep: Class 26 contains 3678 members 
Mstep: Class 27 contains 18516 members 
Mstep: Class 28 contains 9453 members 
Mstep: Class 29 contains 14026 members 
Mstep: Class 30 contains 16105 members 
Mstep: Class 31 contains 4980 members 
Mstep: Class 32 contains 106093 members 
Mstep: Class 33 contains 18057 members 
Mstep: Class 34 contains 8880 members 
Mstep: Class 35 contains 36489 members 
Mstep: Class 36 contains 2273 members 
Mstep: Class 37 contains 37538 members 
Mstep: Class 38 contains 14867 members 
Mstep: Class 39 contains 17582 members 
Mstep: Class 40 contains 5359 members 
Mstep: Class 41 contains 599 members 
Mstep: Class 42 contains 8132 members 
Mstep: Class 43 contains 15053 members 
Mstep: Class 44 contains 4597 members 
Mstep: Class 45 contains 2199 members 
Mstep: Class 46 contains 1667 members 
Mstep: Class 47 contains 11651 members 
Mstep: Class 48 contains 243 members 
Mstep: Class 49 contains 4020 members 
Mstep: Class 50 contains 5304 members 
Mstep: Class 51 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134920.000000 Penalty: 104041.984375
Iteration 236Q: 52 clusters Score -8.813492e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55886 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49716 members 
Mstep: Class 4 contains 10515 members 
Mstep: Class 5 contains 110702 members 
Mstep: Class 6 contains 37595 members 
Mstep: Class 7 contains 36555 members 
Mstep: Class 8 contains 3852 members 
Mstep: Class 9 contains 10396 members 
Mstep: Class 10 contains 11961 members 
Mstep: Class 11 contains 7133 members 
Mstep: Class 12 contains 24427 members 
Mstep: Class 13 contains 4011 members 
Mstep: Class 14 contains 4513 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 16 contains 37918 members 
Mstep: Class 17 contains 35130 members 
Mstep: Class 18 contains 11040 members 
Mstep: Class 19 contains 7372 members 
Mstep: Class 20 contains 1408 members 
Mstep: Class 21 contains 36723 members 
Mstep: Class 22 contains 5570 members 
Mstep: Class 23 contains 4440 members 
Mstep: Class 24 contains 6424 members 
Mstep: Class 25 contains 14686 members 
Mstep: Class 26 contains 3678 members 
Mstep: Class 27 contains 18517 members 
Mstep: Class 28 contains 9410 members 
Mstep: Class 29 contains 13794 members 
Mstep: Class 30 contains 16107 members 
Mstep: Class 31 contains 4991 members 
Mstep: Class 32 contains 106106 members 
Mstep: Class 33 contains 18101 members 
Mstep: Class 34 contains 8880 members 
Mstep: Class 35 contains 36488 members 
Mstep: Class 36 contains 2273 members 
Mstep: Class 37 contains 37539 members 
Mstep: Class 38 contains 14867 members 
Mstep: Class 39 contains 17581 members 
Mstep: Class 40 contains 5394 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 8131 members 
Mstep: Class 43 contains 15054 members 
Mstep: Class 44 contains 4596 members 
Mstep: Class 45 contains 2200 members 
Mstep: Class 46 contains 1681 members 
Mstep: Class 47 contains 11651 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 4020 members 
Mstep: Class 50 contains 5483 members 
Mstep: Class 51 contains 858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134800.000000 Penalty: 104041.984375
Iteration 237Q: 52 clusters Score -8.81348e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55887 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49715 members 
Mstep: Class 4 contains 10515 members 
Mstep: Class 5 contains 110689 members 
Mstep: Class 6 contains 37596 members 
Mstep: Class 7 contains 36567 members 
Mstep: Class 8 contains 3851 members 
Mstep: Class 9 contains 10394 members 
Mstep: Class 10 contains 11958 members 
Mstep: Class 11 contains 7131 members 
Mstep: Class 12 contains 24429 members 
Mstep: Class 13 contains 4010 members 
Mstep: Class 14 contains 4502 members 
Mstep: Class 15 contains 2854 members 
Mstep: Class 16 contains 37918 members 
Mstep: Class 17 contains 35128 members 
Mstep: Class 18 contains 11040 members 
Mstep: Class 19 contains 7371 members 
Mstep: Class 20 contains 1411 members 
Mstep: Class 21 contains 36728 members 
Mstep: Class 22 contains 5570 members 
Mstep: Class 23 contains 4440 members 
Mstep: Class 24 contains 6424 members 
Mstep: Class 25 contains 14689 members 
Mstep: Class 26 contains 3678 members 
Mstep: Class 27 contains 18520 members 
Mstep: Class 28 contains 9380 members 
Mstep: Class 29 contains 13577 members 
Mstep: Class 30 contains 16108 members 
Mstep: Class 31 contains 4998 members 
Mstep: Class 32 contains 106121 members 
Mstep: Class 33 contains 18133 members 
Mstep: Class 34 contains 8880 members 
Mstep: Class 35 contains 36489 members 
Mstep: Class 36 contains 2273 members 
Mstep: Class 37 contains 37537 members 
Mstep: Class 38 contains 14867 members 
Mstep: Class 39 contains 17581 members 
Mstep: Class 40 contains 5414 members 
Mstep: Class 41 contains 599 members 
Mstep: Class 42 contains 8131 members 
Mstep: Class 43 contains 15057 members 
Mstep: Class 44 contains 4597 members 
Mstep: Class 45 contains 2201 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 11653 members 
Mstep: Class 48 contains 245 members 
Mstep: Class 49 contains 4020 members 
Mstep: Class 50 contains 5647 members 
Mstep: Class 51 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134920.000000 Penalty: 104041.984375
Iteration 238Q: 52 clusters Score -8.813492e+07 nChanged 414
Entering ConstructFrom: 
Score: -88134920.000000 Penalty: 104041.984375
Entering ConstructFrom: 
Trying to split cluster 1 (55881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55881 members 
Entering Unmasked Estep 
Score: -5590841.000000 Penalty: 1626.529785
	Iteration 0F: 2 clusters Score -5590841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27971 members 
Mstep: Class 2 contains 27910 members 
Entering Unmasked Estep 
Score: -5554329.000000 Penalty: 3253.059570
	Iteration 0F: 3 clusters Score -5554329 nChanged 25962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28361 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
Score: -5568792.000000 Penalty: 3253.059570
	Iteration 1F: 3 clusters Score -5568792 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28663 members 
Mstep: Class 2 contains 27218 members 
Entering Unmasked Estep 
Score: -5569645.000000 Penalty: 3253.059570
	Iteration 2Q: 3 clusters Score -5569645 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29133 members 
Mstep: Class 2 contains 26748 members 
Entering Unmasked Estep 
Score: -5570682.000000 Penalty: 3253.059570
	Iteration 3Q: 3 clusters Score -5570682 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29911 members 
Mstep: Class 2 contains 25970 members 
Entering Unmasked Estep 
Score: -5572058.000000 Penalty: 3253.059570
	Iteration 4F: 3 clusters Score -5572058 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30966 members 
Mstep: Class 2 contains 24915 members 
Entering Unmasked Estep 
Score: -5573769.000000 Penalty: 3253.059570
	Iteration 5F: 3 clusters Score -5573769 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32169 members 
Mstep: Class 2 contains 23712 members 
Entering Unmasked Estep 
Score: -5575840.500000 Penalty: 3253.059570
	Iteration 6F: 3 clusters Score -5575840 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33412 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -5578108.000000 Penalty: 3253.059570
	Iteration 7F: 3 clusters Score -5578108 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34558 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -5580226.500000 Penalty: 3253.059570
	Iteration 8F: 3 clusters Score -5580226 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35469 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -5581727.500000 Penalty: 3253.059570
	Iteration 9Q: 3 clusters Score -5581728 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36150 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -5582555.500000 Penalty: 3253.059570
	Iteration 10Q: 3 clusters Score -5582556 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36752 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -5582979.500000 Penalty: 3253.059570
	Iteration 11Q: 3 clusters Score -5582980 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37374 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -5583342.000000 Penalty: 3253.059570
	Iteration 12Q: 3 clusters Score -5583342 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37999 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -5583588.500000 Penalty: 3253.059570
	Iteration 13Q: 3 clusters Score -5583588 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38607 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -5583825.000000 Penalty: 3253.059570
	Iteration 14Q: 3 clusters Score -5583825 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39179 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -5584017.000000 Penalty: 3253.059570
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 39743 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 40297 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 40855 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41408 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 41983 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5584960 nChanged 645
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42564 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5585225 nChanged 660
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43160 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5585470 nChanged 623
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43709 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5585720 nChanged 629
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44230 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5585946 nChanged 648
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44790 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5586216 nChanged 604
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45310 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5586452 nChanged 576
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Mstep: Class 1 contains 45822 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5586688 nChanged 533
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Mstep: Class 1 contains 46289 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 46749 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 47204 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5587305 nChanged 450
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Mstep: Class 1 contains 47610 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5587443 nChanged 383
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47961 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5587546 nChanged 370
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Mstep: Class 1 contains 48309 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5587700 nChanged 379
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Mstep: Class 1 contains 48660 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5587846 nChanged 334
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Mstep: Class 1 contains 48970 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5587964 nChanged 308
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49250 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5588086 nChanged 283
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Mstep: Class 1 contains 49503 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5588194 nChanged 258
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Mstep: Class 1 contains 49739 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5588305 nChanged 247
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Mstep: Class 1 contains 49964 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5588392 nChanged 233
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Mstep: Class 1 contains 50173 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5588434 nChanged 254
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Mstep: Class 1 contains 50393 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 50614 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5588642 nChanged 217
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Mstep: Class 1 contains 50811 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 50996 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 51177 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 51343 members 
Mstep: Class 2 contains 4538 members 
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	Iteration 46Q: 3 clusters Score -5588891 nChanged 165
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Mstep: Class 1 contains 51492 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 51616 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5588934 nChanged 117
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Mstep: Class 1 contains 51719 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5588962 nChanged 105
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Mstep: Class 1 contains 51816 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5588991 nChanged 90
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Mstep: Class 1 contains 51904 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 51984 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5589044 nChanged 86
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Mstep: Class 1 contains 52068 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5589068 nChanged 90
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Mstep: Class 1 contains 52154 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5589097 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52246 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5589127 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52348 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5589145 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52468 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5589175 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52572 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5589216 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52666 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5589242 nChanged 82
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Mstep: Class 1 contains 52742 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5589268 nChanged 79
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Mstep: Class 1 contains 52815 members 
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	Iteration 61Q: 3 clusters Score -5589285 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52871 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5589314 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52921 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5589312 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52984 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5589328 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53049 members 
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	Iteration 65Q: 3 clusters Score -5589336 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53115 members 
Mstep: Class 2 contains 2766 members 
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	Iteration 66Q: 3 clusters Score -5589346 nChanged 61
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Mstep: Class 1 contains 53176 members 
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	Iteration 67Q: 3 clusters Score -5589351 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53233 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5589376 nChanged 63
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Mstep: Class 1 contains 53288 members 
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	Iteration 69Q: 3 clusters Score -5589391 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53334 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5589392 nChanged 57
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	Iteration 71Q: 3 clusters Score -5589420 nChanged 46
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Mstep: Class 1 contains 53423 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5589418 nChanged 34
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Mstep: Class 1 contains 53455 members 
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	Iteration 73Q: 3 clusters Score -5589427 nChanged 38
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	Iteration 74Q: 3 clusters Score -5589426 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53527 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5589436 nChanged 38
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Mstep: Class 1 contains 53561 members 
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	Iteration 76Q: 3 clusters Score -5589458 nChanged 40
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5589454 nChanged 31
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	Iteration 78Q: 3 clusters Score -5589458 nChanged 37
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	Iteration 79Q: 3 clusters Score -5589464 nChanged 45
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	Iteration 80F: 3 clusters Score -5589476 nChanged 38
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	Iteration 81Q: 3 clusters Score -5589487 nChanged 33
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5589498 nChanged 28
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	Iteration 83Q: 3 clusters Score -5589494 nChanged 25
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Mstep: Class 1 contains 53808 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5589504 nChanged 11
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Mstep: Class 1 contains 53817 members 
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	Iteration 85Q: 3 clusters Score -5589500 nChanged 13
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Mstep: Class 1 contains 53828 members 
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	Iteration 86Q: 3 clusters Score -5589498 nChanged 16
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5589509 nChanged 11
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5589514 nChanged 11
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	Iteration 89Q: 3 clusters Score -5589512 nChanged 10
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	Iteration 90Q: 3 clusters Score -5589513 nChanged 9
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	Iteration 91Q: 3 clusters Score -5589524 nChanged 10
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Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5589526 nChanged 15
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Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5589529 nChanged 14
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5589532 nChanged 12
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	Iteration 95Q: 3 clusters Score -5589530 nChanged 13
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Mstep: Class 2 contains 1936 members 
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	Iteration 96Q: 3 clusters Score -5589535 nChanged 20
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5589542 nChanged 23
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5589532 nChanged 20
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5589550 nChanged 16
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5589544 nChanged 22
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5589554 nChanged 22
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5589568 nChanged 18
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5589562 nChanged 11
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	Iteration 104Q: 3 clusters Score -5589568 nChanged 13
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5589562 nChanged 16
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5589577 nChanged 20
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Entering Unmasked Estep 
Score: -5589584.500000 Penalty: 3253.059570
	Iteration 107Q: 3 clusters Score -5589584 nChanged 18
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Score: -5589583.000000 Penalty: 3253.059570
	Iteration 108Q: 3 clusters Score -5589583 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54155 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -5589597.500000 Penalty: 3253.059570
	Iteration 109Q: 3 clusters Score -5589598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54163 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -5589594.000000 Penalty: 3253.059570
	Iteration 110Q: 3 clusters Score -5589594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54175 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -5589584.000000 Penalty: 3253.059570
	Iteration 111Q: 3 clusters Score -5589584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54186 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -5589586.500000 Penalty: 3253.059570
	Iteration 112Q: 3 clusters Score -5589586 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54201 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -5589599.500000 Penalty: 3253.059570
	Iteration 113Q: 3 clusters Score -5589600 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54214 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -5589614.000000 Penalty: 3253.059570
	Iteration 114Q: 3 clusters Score -5589614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54231 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -5589608.500000 Penalty: 3253.059570
	Iteration 115Q: 3 clusters Score -5589608 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54250 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -5589627.000000 Penalty: 3253.059570
	Iteration 116Q: 3 clusters Score -5589627 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54268 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -5589635.500000 Penalty: 3253.059570
	Iteration 117Q: 3 clusters Score -5589636 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54281 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -5589642.500000 Penalty: 3253.059570
	Iteration 118Q: 3 clusters Score -5589642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54291 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -5589641.000000 Penalty: 3253.059570
	Iteration 119Q: 3 clusters Score -5589641 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54301 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -5589640.000000 Penalty: 3253.059570
	Iteration 120F: 3 clusters Score -5589640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54311 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -5589647.500000 Penalty: 3253.059570
	Iteration 121Q: 3 clusters Score -5589648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54320 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -5589652.500000 Penalty: 3253.059570
	Iteration 122Q: 3 clusters Score -5589652 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54337 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -5589652.500000 Penalty: 3253.059570
	Iteration 123Q: 3 clusters Score -5589652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54346 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -5589664.500000 Penalty: 3253.059570
	Iteration 124Q: 3 clusters Score -5589664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54354 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -5589666.500000 Penalty: 3253.059570
	Iteration 125Q: 3 clusters Score -5589666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54362 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -5589665.000000 Penalty: 3253.059570
	Iteration 126Q: 3 clusters Score -5589665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54370 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -5589673.000000 Penalty: 3253.059570
	Iteration 127Q: 3 clusters Score -5589673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54373 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -5589675.500000 Penalty: 3253.059570
	Iteration 128Q: 3 clusters Score -5589676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54373 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -5589676.500000 Penalty: 3253.059570
	Iteration 129Q: 3 clusters Score -5589676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54373 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -5589676.500000 Penalty: 3253.059570
	Iteration 130F: 3 clusters Score -5589676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Entering Unmasked Estep 
Score: -60388.324219 Penalty: 975.013184
	Iteration 0F: 2 clusters Score -60388.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -59358.843750 Penalty: 1950.026367
	Iteration 0F: 3 clusters Score -59358.84 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -59616.382812 Penalty: 1950.026367
	Iteration 1F: 3 clusters Score -59616.38 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -59697.703125 Penalty: 1950.026367
	Iteration 2F: 3 clusters Score -59697.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -59741.890625 Penalty: 1950.026367
	Iteration 3Q: 3 clusters Score -59741.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -59788.382812 Penalty: 1950.026367
	Iteration 4Q: 3 clusters Score -59788.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -59825.417969 Penalty: 1950.026367
	Iteration 5Q: 3 clusters Score -59825.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -59839.332031 Penalty: 1950.026367
	Iteration 6Q: 3 clusters Score -59839.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -59850.484375 Penalty: 1950.026367
	Iteration 7Q: 3 clusters Score -59850.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -59867.363281 Penalty: 1950.026367
	Iteration 8Q: 3 clusters Score -59867.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -59890.480469 Penalty: 1950.026367
	Iteration 9Q: 3 clusters Score -59890.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -59907.886719 Penalty: 1950.026367
	Iteration 10Q: 3 clusters Score -59907.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -59911.519531 Penalty: 1950.026367
	Iteration 11Q: 3 clusters Score -59911.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -59913.515625 Penalty: 1950.026367
	Iteration 12Q: 3 clusters Score -59913.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -59920.667969 Penalty: 1950.026367
	Iteration 13Q: 3 clusters Score -59920.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -59924.671875 Penalty: 1950.026367
	Iteration 14Q: 3 clusters Score -59924.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -59930.488281 Penalty: 1950.026367
	Iteration 15Q: 3 clusters Score -59930.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -59933.183594 Penalty: 1950.026367
	Iteration 16Q: 3 clusters Score -59933.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -59933.183594 Penalty: 1950.026367
	Iteration 17F: 3 clusters Score -59933.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (49714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49714 members 
Entering Unmasked Estep 
Score: -4968161.000000 Penalty: 1609.129517
	Iteration 0F: 2 clusters Score -4968161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24900 members 
Mstep: Class 2 contains 24814 members 
Entering Unmasked Estep 
Score: -4935745.000000 Penalty: 3218.259033
	Iteration 0F: 3 clusters Score -4935745 nChanged 22922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 24898 members 
Entering Unmasked Estep 
Score: -4948543.500000 Penalty: 3218.259033
	Iteration 1F: 3 clusters Score -4948544 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 25164 members 
Entering Unmasked Estep 
Score: -4949347.500000 Penalty: 3218.259033
	Iteration 2Q: 3 clusters Score -4949348 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 25514 members 
Entering Unmasked Estep 
Score: -4950210.000000 Penalty: 3218.259033
	Iteration 3Q: 3 clusters Score -4950210 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -4951235.000000 Penalty: 3218.259033
	Iteration 4Q: 3 clusters Score -4951235 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23133 members 
Mstep: Class 2 contains 26581 members 
Entering Unmasked Estep 
Score: -4952534.000000 Penalty: 3218.259033
	Iteration 5F: 3 clusters Score -4952534 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 27303 members 
Entering Unmasked Estep 
Score: -4954054.500000 Penalty: 3218.259033
	Iteration 6F: 3 clusters Score -4954054 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 28010 members 
Entering Unmasked Estep 
Score: -4955509.500000 Penalty: 3218.259033
	Iteration 7F: 3 clusters Score -4955510 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 28665 members 
Entering Unmasked Estep 
Score: -4956864.000000 Penalty: 3218.259033
	Iteration 8F: 3 clusters Score -4956864 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 29216 members 
Entering Unmasked Estep 
Score: -4958016.500000 Penalty: 3218.259033
	Iteration 9Q: 3 clusters Score -4958016 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 29661 members 
Entering Unmasked Estep 
Score: -4958984.500000 Penalty: 3218.259033
	Iteration 10Q: 3 clusters Score -4958984 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 30083 members 
Entering Unmasked Estep 
Score: -4959813.000000 Penalty: 3218.259033
	Iteration 11Q: 3 clusters Score -4959813 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 30424 members 
Entering Unmasked Estep 
Score: -4960438.000000 Penalty: 3218.259033
	Iteration 12Q: 3 clusters Score -4960438 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 30727 members 
Entering Unmasked Estep 
Score: -4960890.000000 Penalty: 3218.259033
	Iteration 13Q: 3 clusters Score -4960890 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 31008 members 
Entering Unmasked Estep 
Score: -4961226.500000 Penalty: 3218.259033
	Iteration 14Q: 3 clusters Score -4961226 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 31301 members 
Entering Unmasked Estep 
Score: -4961410.500000 Penalty: 3218.259033
	Iteration 15Q: 3 clusters Score -4961410 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 31596 members 
Entering Unmasked Estep 
Score: -4961577.000000 Penalty: 3218.259033
	Iteration 16Q: 3 clusters Score -4961577 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 31862 members 
Entering Unmasked Estep 
Score: -4961675.500000 Penalty: 3218.259033
	Iteration 17Q: 3 clusters Score -4961676 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 32147 members 
Entering Unmasked Estep 
Score: -4961726.500000 Penalty: 3218.259033
	Iteration 18Q: 3 clusters Score -4961726 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 32412 members 
Entering Unmasked Estep 
Score: -4961774.000000 Penalty: 3218.259033
	Iteration 19Q: 3 clusters Score -4961774 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 32681 members 
Entering Unmasked Estep 
Score: -4961860.000000 Penalty: 3218.259033
	Iteration 20F: 3 clusters Score -4961860 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 32970 members 
Entering Unmasked Estep 
Score: -4961933.000000 Penalty: 3218.259033
	Iteration 21Q: 3 clusters Score -4961933 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 33255 members 
Entering Unmasked Estep 
Score: -4961972.000000 Penalty: 3218.259033
	Iteration 22Q: 3 clusters Score -4961972 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 33516 members 
Entering Unmasked Estep 
Score: -4962029.000000 Penalty: 3218.259033
	Iteration 23Q: 3 clusters Score -4962029 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 33769 members 
Entering Unmasked Estep 
Score: -4962096.500000 Penalty: 3218.259033
	Iteration 24Q: 3 clusters Score -4962096 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 34047 members 
Entering Unmasked Estep 
Score: -4962170.500000 Penalty: 3218.259033
	Iteration 25Q: 3 clusters Score -4962170 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 34351 members 
Entering Unmasked Estep 
Score: -4962261.500000 Penalty: 3218.259033
	Iteration 26Q: 3 clusters Score -4962262 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 34668 members 
Entering Unmasked Estep 
Score: -4962352.000000 Penalty: 3218.259033
	Iteration 27Q: 3 clusters Score -4962352 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 35014 members 
Entering Unmasked Estep 
Score: -4962448.000000 Penalty: 3218.259033
	Iteration 28Q: 3 clusters Score -4962448 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 35383 members 
Entering Unmasked Estep 
Score: -4962531.000000 Penalty: 3218.259033
	Iteration 29Q: 3 clusters Score -4962531 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 35782 members 
Entering Unmasked Estep 
Score: -4962641.500000 Penalty: 3218.259033
	Iteration 30Q: 3 clusters Score -4962642 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 36185 members 
Entering Unmasked Estep 
Score: -4962789.000000 Penalty: 3218.259033
	Iteration 31Q: 3 clusters Score -4962789 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 36621 members 
Entering Unmasked Estep 
Score: -4962950.500000 Penalty: 3218.259033
	Iteration 32Q: 3 clusters Score -4962950 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 37061 members 
Entering Unmasked Estep 
Score: -4963169.500000 Penalty: 3218.259033
	Iteration 33Q: 3 clusters Score -4963170 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 37484 members 
Entering Unmasked Estep 
Score: -4963383.500000 Penalty: 3218.259033
	Iteration 34Q: 3 clusters Score -4963384 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 37895 members 
Entering Unmasked Estep 
Score: -4963662.500000 Penalty: 3218.259033
	Iteration 35Q: 3 clusters Score -4963662 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 38298 members 
Entering Unmasked Estep 
Score: -4964036.000000 Penalty: 3218.259033
	Iteration 36Q: 3 clusters Score -4964036 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 38651 members 
Entering Unmasked Estep 
Score: -4964420.000000 Penalty: 3218.259033
	Iteration 37Q: 3 clusters Score -4964420 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 38991 members 
Entering Unmasked Estep 
Score: -4964860.000000 Penalty: 3218.259033
	Iteration 38Q: 3 clusters Score -4964860 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 39234 members 
Entering Unmasked Estep 
Score: -4965161.500000 Penalty: 3218.259033
	Iteration 39Q: 3 clusters Score -4965162 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 39370 members 
Entering Unmasked Estep 
Score: -4965419.000000 Penalty: 3218.259033
	Iteration 40F: 3 clusters Score -4965419 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 39457 members 
Entering Unmasked Estep 
Score: -4965605.500000 Penalty: 3218.259033
	Iteration 41Q: 3 clusters Score -4965606 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 39469 members 
Entering Unmasked Estep 
Score: -4965778.500000 Penalty: 3218.259033
	Iteration 42Q: 3 clusters Score -4965778 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 39450 members 
Entering Unmasked Estep 
Score: -4965903.500000 Penalty: 3218.259033
	Iteration 43Q: 3 clusters Score -4965904 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 39339 members 
Entering Unmasked Estep 
Score: -4966028.500000 Penalty: 3218.259033
	Iteration 44Q: 3 clusters Score -4966028 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 39208 members 
Entering Unmasked Estep 
Score: -4966114.500000 Penalty: 3218.259033
	Iteration 45Q: 3 clusters Score -4966114 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 39050 members 
Entering Unmasked Estep 
Score: -4966164.500000 Penalty: 3218.259033
	Iteration 46Q: 3 clusters Score -4966164 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 38880 members 
Entering Unmasked Estep 
Score: -4966205.000000 Penalty: 3218.259033
	Iteration 47Q: 3 clusters Score -4966205 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 38725 members 
Entering Unmasked Estep 
Score: -4966288.500000 Penalty: 3218.259033
	Iteration 48Q: 3 clusters Score -4966288 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 38554 members 
Entering Unmasked Estep 
Score: -4966313.000000 Penalty: 3218.259033
	Iteration 49Q: 3 clusters Score -4966313 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 38390 members 
Entering Unmasked Estep 
Score: -4966338.500000 Penalty: 3218.259033
	Iteration 50Q: 3 clusters Score -4966338 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 38197 members 
Entering Unmasked Estep 
Score: -4966398.000000 Penalty: 3218.259033
	Iteration 51Q: 3 clusters Score -4966398 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 37988 members 
Entering Unmasked Estep 
Score: -4966423.000000 Penalty: 3218.259033
	Iteration 52Q: 3 clusters Score -4966423 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 37771 members 
Entering Unmasked Estep 
Score: -4966453.000000 Penalty: 3218.259033
	Iteration 53Q: 3 clusters Score -4966453 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 37596 members 
Entering Unmasked Estep 
Score: -4966478.500000 Penalty: 3218.259033
	Iteration 54Q: 3 clusters Score -4966478 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 37409 members 
Entering Unmasked Estep 
Score: -4966506.500000 Penalty: 3218.259033
	Iteration 55Q: 3 clusters Score -4966506 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 37248 members 
Entering Unmasked Estep 
Score: -4966540.500000 Penalty: 3218.259033
	Iteration 56Q: 3 clusters Score -4966540 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 37096 members 
Entering Unmasked Estep 
Score: -4966564.000000 Penalty: 3218.259033
	Iteration 57Q: 3 clusters Score -4966564 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 36954 members 
Entering Unmasked Estep 
Score: -4966575.500000 Penalty: 3218.259033
	Iteration 58Q: 3 clusters Score -4966576 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 36814 members 
Entering Unmasked Estep 
Score: -4966604.000000 Penalty: 3218.259033
	Iteration 59Q: 3 clusters Score -4966604 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 36669 members 
Entering Unmasked Estep 
Score: -4966619.000000 Penalty: 3218.259033
	Iteration 60F: 3 clusters Score -4966619 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 36547 members 
Entering Unmasked Estep 
Score: -4966615.500000 Penalty: 3218.259033
	Iteration 61Q: 3 clusters Score -4966616 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 36443 members 
Entering Unmasked Estep 
Score: -4966618.000000 Penalty: 3218.259033
	Iteration 62Q: 3 clusters Score -4966618 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 36350 members 
Entering Unmasked Estep 
Score: -4966621.000000 Penalty: 3218.259033
	Iteration 63Q: 3 clusters Score -4966621 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 36266 members 
Entering Unmasked Estep 
Score: -4966630.000000 Penalty: 3218.259033
	Iteration 64Q: 3 clusters Score -4966630 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 36193 members 
Entering Unmasked Estep 
Score: -4966636.000000 Penalty: 3218.259033
	Iteration 65Q: 3 clusters Score -4966636 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 36120 members 
Entering Unmasked Estep 
Score: -4966633.000000 Penalty: 3218.259033
	Iteration 66Q: 3 clusters Score -4966633 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 36057 members 
Entering Unmasked Estep 
Score: -4966638.000000 Penalty: 3218.259033
	Iteration 67Q: 3 clusters Score -4966638 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 35991 members 
Entering Unmasked Estep 
Score: -4966645.500000 Penalty: 3218.259033
	Iteration 68Q: 3 clusters Score -4966646 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 35944 members 
Entering Unmasked Estep 
Score: -4966649.000000 Penalty: 3218.259033
	Iteration 69Q: 3 clusters Score -4966649 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 35906 members 
Entering Unmasked Estep 
Score: -4966660.500000 Penalty: 3218.259033
	Iteration 70Q: 3 clusters Score -4966660 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 35877 members 
Entering Unmasked Estep 
Score: -4966655.500000 Penalty: 3218.259033
	Iteration 71Q: 3 clusters Score -4966656 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 35847 members 
Entering Unmasked Estep 
Score: -4966648.000000 Penalty: 3218.259033
	Iteration 72Q: 3 clusters Score -4966648 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 35816 members 
Entering Unmasked Estep 
Score: -4966645.000000 Penalty: 3218.259033
	Iteration 73Q: 3 clusters Score -4966645 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 35783 members 
Entering Unmasked Estep 
Score: -4966646.500000 Penalty: 3218.259033
	Iteration 74Q: 3 clusters Score -4966646 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 35752 members 
Entering Unmasked Estep 
Score: -4966648.500000 Penalty: 3218.259033
	Iteration 75Q: 3 clusters Score -4966648 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 35730 members 
Entering Unmasked Estep 
Score: -4966656.500000 Penalty: 3218.259033
	Iteration 76Q: 3 clusters Score -4966656 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 35694 members 
Entering Unmasked Estep 
Score: -4966670.500000 Penalty: 3218.259033
	Iteration 77Q: 3 clusters Score -4966670 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 35663 members 
Entering Unmasked Estep 
Score: -4966680.000000 Penalty: 3218.259033
	Iteration 78Q: 3 clusters Score -4966680 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 35634 members 
Entering Unmasked Estep 
Score: -4966676.500000 Penalty: 3218.259033
	Iteration 79Q: 3 clusters Score -4966676 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 35607 members 
Entering Unmasked Estep 
Score: -4966675.000000 Penalty: 3218.259033
	Iteration 80F: 3 clusters Score -4966675 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 35577 members 
Entering Unmasked Estep 
Score: -4966687.000000 Penalty: 3218.259033
	Iteration 81Q: 3 clusters Score -4966687 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 35549 members 
Entering Unmasked Estep 
Score: -4966685.000000 Penalty: 3218.259033
	Iteration 82Q: 3 clusters Score -4966685 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 35530 members 
Entering Unmasked Estep 
Score: -4966681.000000 Penalty: 3218.259033
	Iteration 83Q: 3 clusters Score -4966681 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 35510 members 
Entering Unmasked Estep 
Score: -4966686.500000 Penalty: 3218.259033
	Iteration 84Q: 3 clusters Score -4966686 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 35487 members 
Entering Unmasked Estep 
Score: -4966682.500000 Penalty: 3218.259033
	Iteration 85Q: 3 clusters Score -4966682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 35469 members 
Entering Unmasked Estep 
Score: -4966699.500000 Penalty: 3218.259033
	Iteration 86Q: 3 clusters Score -4966700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 35454 members 
Entering Unmasked Estep 
Score: -4966691.000000 Penalty: 3218.259033
	Iteration 87Q: 3 clusters Score -4966691 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 35434 members 
Entering Unmasked Estep 
Score: -4966696.500000 Penalty: 3218.259033
	Iteration 88Q: 3 clusters Score -4966696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 35423 members 
Entering Unmasked Estep 
Score: -4966702.500000 Penalty: 3218.259033
	Iteration 89Q: 3 clusters Score -4966702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 35412 members 
Entering Unmasked Estep 
Score: -4966697.500000 Penalty: 3218.259033
	Iteration 90Q: 3 clusters Score -4966698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 35402 members 
Entering Unmasked Estep 
Score: -4966697.500000 Penalty: 3218.259033
	Iteration 91Q: 3 clusters Score -4966698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 35398 members 
Entering Unmasked Estep 
Score: -4966696.500000 Penalty: 3218.259033
	Iteration 92Q: 3 clusters Score -4966696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 35393 members 
Entering Unmasked Estep 
Score: -4966686.500000 Penalty: 3218.259033
	Iteration 93Q: 3 clusters Score -4966686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 35387 members 
Entering Unmasked Estep 
Score: -4966694.500000 Penalty: 3218.259033
	Iteration 94Q: 3 clusters Score -4966694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 35385 members 
Entering Unmasked Estep 
Score: -4966689.000000 Penalty: 3218.259033
	Iteration 95Q: 3 clusters Score -4966689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 35380 members 
Entering Unmasked Estep 
Score: -4966689.000000 Penalty: 3218.259033
	Iteration 96Q: 3 clusters Score -4966689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 35372 members 
Entering Unmasked Estep 
Score: -4966694.500000 Penalty: 3218.259033
	Iteration 97Q: 3 clusters Score -4966694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 35368 members 
Entering Unmasked Estep 
Score: -4966698.500000 Penalty: 3218.259033
	Iteration 98Q: 3 clusters Score -4966698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 35364 members 
Entering Unmasked Estep 
Score: -4966696.500000 Penalty: 3218.259033
	Iteration 99Q: 3 clusters Score -4966696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 35360 members 
Entering Unmasked Estep 
Score: -4966695.500000 Penalty: 3218.259033
	Iteration 100F: 3 clusters Score -4966696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 35359 members 
Entering Unmasked Estep 
Score: -4966693.000000 Penalty: 3218.259033
	Iteration 101Q: 3 clusters Score -4966693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 35356 members 
Entering Unmasked Estep 
Score: -4966693.500000 Penalty: 3218.259033
	Iteration 102Q: 3 clusters Score -4966694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 35350 members 
Entering Unmasked Estep 
Score: -4966695.500000 Penalty: 3218.259033
	Iteration 103Q: 3 clusters Score -4966696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 35341 members 
Entering Unmasked Estep 
Score: -4966695.000000 Penalty: 3218.259033
	Iteration 104Q: 3 clusters Score -4966695 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 35332 members 
Entering Unmasked Estep 
Score: -4966695.500000 Penalty: 3218.259033
	Iteration 105Q: 3 clusters Score -4966696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 35327 members 
Entering Unmasked Estep 
Score: -4966694.500000 Penalty: 3218.259033
	Iteration 106Q: 3 clusters Score -4966694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 35323 members 
Entering Unmasked Estep 
Score: -4966695.000000 Penalty: 3218.259033
	Iteration 107Q: 3 clusters Score -4966695 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 35314 members 
Entering Unmasked Estep 
Score: -4966693.500000 Penalty: 3218.259033
	Iteration 108Q: 3 clusters Score -4966694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 35306 members 
Entering Unmasked Estep 
Score: -4966704.000000 Penalty: 3218.259033
	Iteration 109Q: 3 clusters Score -4966704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 35298 members 
Entering Unmasked Estep 
Score: -4966702.000000 Penalty: 3218.259033
	Iteration 110Q: 3 clusters Score -4966702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 35292 members 
Entering Unmasked Estep 
Score: -4966699.500000 Penalty: 3218.259033
	Iteration 111Q: 3 clusters Score -4966700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 35282 members 
Entering Unmasked Estep 
Score: -4966703.000000 Penalty: 3218.259033
	Iteration 112Q: 3 clusters Score -4966703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 35277 members 
Entering Unmasked Estep 
Score: -4966701.000000 Penalty: 3218.259033
	Iteration 113Q: 3 clusters Score -4966701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 35270 members 
Entering Unmasked Estep 
Score: -4966698.000000 Penalty: 3218.259033
	Iteration 114Q: 3 clusters Score -4966698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 35264 members 
Entering Unmasked Estep 
Score: -4966695.000000 Penalty: 3218.259033
	Iteration 115Q: 3 clusters Score -4966695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 35257 members 
Entering Unmasked Estep 
Score: -4966694.000000 Penalty: 3218.259033
	Iteration 116Q: 3 clusters Score -4966694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 35255 members 
Entering Unmasked Estep 
Score: -4966689.000000 Penalty: 3218.259033
	Iteration 117Q: 3 clusters Score -4966689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 35251 members 
Entering Unmasked Estep 
Score: -4966686.500000 Penalty: 3218.259033
	Iteration 118Q: 3 clusters Score -4966686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 35246 members 
Entering Unmasked Estep 
Score: -4966696.000000 Penalty: 3218.259033
	Iteration 119Q: 3 clusters Score -4966696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 35238 members 
Entering Unmasked Estep 
Score: -4966691.000000 Penalty: 3218.259033
	Iteration 120F: 3 clusters Score -4966691 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 35227 members 
Entering Unmasked Estep 
Score: -4966694.500000 Penalty: 3218.259033
	Iteration 121Q: 3 clusters Score -4966694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 35216 members 
Entering Unmasked Estep 
Score: -4966695.500000 Penalty: 3218.259033
	Iteration 122Q: 3 clusters Score -4966696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 35210 members 
Entering Unmasked Estep 
Score: -4966695.500000 Penalty: 3218.259033
	Iteration 123Q: 3 clusters Score -4966696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 35202 members 
Entering Unmasked Estep 
Score: -4966692.500000 Penalty: 3218.259033
	Iteration 124Q: 3 clusters Score -4966692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 35199 members 
Entering Unmasked Estep 
Score: -4966701.000000 Penalty: 3218.259033
	Iteration 125Q: 3 clusters Score -4966701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 35199 members 
Entering Unmasked Estep 
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	Iteration 126F: 3 clusters Score -4966701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10515 members 
Entering Unmasked Estep 
Score: -1062875.375000 Penalty: 1377.971069
	Iteration 0F: 2 clusters Score -1062875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1055741.625000 Penalty: 2755.942139
	Iteration 0F: 3 clusters Score -1055742 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1058114.625000 Penalty: 2755.942139
	Iteration 1F: 3 clusters Score -1058115 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1058493 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1058838.625000 Penalty: 2755.942139
	Iteration 3F: 3 clusters Score -1058839 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1059174.500000 Penalty: 2755.942139
	Iteration 4F: 3 clusters Score -1059174 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1059517.625000 Penalty: 2755.942139
	Iteration 5F: 3 clusters Score -1059518 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1059885.625000 Penalty: 2755.942139
	Iteration 6F: 3 clusters Score -1059886 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1060194.250000 Penalty: 2755.942139
	Iteration 7Q: 3 clusters Score -1060194 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1060506.500000 Penalty: 2755.942139
	Iteration 8Q: 3 clusters Score -1060506 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1060801.625000 Penalty: 2755.942139
	Iteration 9Q: 3 clusters Score -1060802 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1061059.000000 Penalty: 2755.942139
	Iteration 10Q: 3 clusters Score -1061059 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1061243.000000 Penalty: 2755.942139
	Iteration 11Q: 3 clusters Score -1061243 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1061357.750000 Penalty: 2755.942139
	Iteration 12Q: 3 clusters Score -1061358 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1061448.125000 Penalty: 2755.942139
	Iteration 13Q: 3 clusters Score -1061448 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1061511.875000 Penalty: 2755.942139
	Iteration 14Q: 3 clusters Score -1061512 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1061561.875000 Penalty: 2755.942139
	Iteration 15Q: 3 clusters Score -1061562 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1061612.250000 Penalty: 2755.942139
	Iteration 16Q: 3 clusters Score -1061612 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1061643.875000 Penalty: 2755.942139
	Iteration 17Q: 3 clusters Score -1061644 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1061671.875000 Penalty: 2755.942139
	Iteration 18Q: 3 clusters Score -1061672 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1061695.375000 Penalty: 2755.942139
	Iteration 19Q: 3 clusters Score -1061695 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1061712.500000 Penalty: 2755.942139
	Iteration 20F: 3 clusters Score -1061712 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1061722.375000 Penalty: 2755.942139
	Iteration 21Q: 3 clusters Score -1061722 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1061737.875000 Penalty: 2755.942139
	Iteration 22Q: 3 clusters Score -1061738 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1061746.375000 Penalty: 2755.942139
	Iteration 23Q: 3 clusters Score -1061746 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1061755.125000 Penalty: 2755.942139
	Iteration 24Q: 3 clusters Score -1061755 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1061771.500000 Penalty: 2755.942139
	Iteration 25Q: 3 clusters Score -1061772 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1061785.750000 Penalty: 2755.942139
	Iteration 26Q: 3 clusters Score -1061786 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1061793.875000 Penalty: 2755.942139
	Iteration 27Q: 3 clusters Score -1061794 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1061808.500000 Penalty: 2755.942139
	Iteration 28Q: 3 clusters Score -1061808 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1061825.000000 Penalty: 2755.942139
	Iteration 29Q: 3 clusters Score -1061825 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1061836.625000 Penalty: 2755.942139
	Iteration 30Q: 3 clusters Score -1061837 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1061854.750000 Penalty: 2755.942139
	Iteration 31Q: 3 clusters Score -1061855 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1061869.875000 Penalty: 2755.942139
	Iteration 32Q: 3 clusters Score -1061870 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1061885.500000 Penalty: 2755.942139
	Iteration 33Q: 3 clusters Score -1061886 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1061904.375000 Penalty: 2755.942139
	Iteration 34Q: 3 clusters Score -1061904 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1061924.875000 Penalty: 2755.942139
	Iteration 35Q: 3 clusters Score -1061925 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1061941.125000 Penalty: 2755.942139
	Iteration 36Q: 3 clusters Score -1061941 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1061954.625000 Penalty: 2755.942139
	Iteration 37Q: 3 clusters Score -1061955 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1061962.500000 Penalty: 2755.942139
	Iteration 38Q: 3 clusters Score -1061962 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1061975.625000 Penalty: 2755.942139
	Iteration 39Q: 3 clusters Score -1061976 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1061988.375000 Penalty: 2755.942139
	Iteration 40F: 3 clusters Score -1061988 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1062013.500000 Penalty: 2755.942139
	Iteration 41Q: 3 clusters Score -1062014 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1062036.000000 Penalty: 2755.942139
	Iteration 42Q: 3 clusters Score -1062036 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1062055.250000 Penalty: 2755.942139
	Iteration 43Q: 3 clusters Score -1062055 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1062068.125000 Penalty: 2755.942139
	Iteration 44Q: 3 clusters Score -1062068 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1062082.750000 Penalty: 2755.942139
	Iteration 45Q: 3 clusters Score -1062083 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1062101.125000 Penalty: 2755.942139
	Iteration 46Q: 3 clusters Score -1062101 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1062118.375000 Penalty: 2755.942139
	Iteration 47Q: 3 clusters Score -1062118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1062126.250000 Penalty: 2755.942139
	Iteration 48Q: 3 clusters Score -1062126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1062133.250000 Penalty: 2755.942139
	Iteration 49Q: 3 clusters Score -1062133 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1062141.375000 Penalty: 2755.942139
	Iteration 50Q: 3 clusters Score -1062141 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1062147.375000 Penalty: 2755.942139
	Iteration 51Q: 3 clusters Score -1062147 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1062154.000000 Penalty: 2755.942139
	Iteration 52Q: 3 clusters Score -1062154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1062162.375000 Penalty: 2755.942139
	Iteration 53Q: 3 clusters Score -1062162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1062166.125000 Penalty: 2755.942139
	Iteration 54Q: 3 clusters Score -1062166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1062169.250000 Penalty: 2755.942139
	Iteration 55Q: 3 clusters Score -1062169 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1062173.750000 Penalty: 2755.942139
	Iteration 56Q: 3 clusters Score -1062174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1062175.875000 Penalty: 2755.942139
	Iteration 57Q: 3 clusters Score -1062176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1062180.250000 Penalty: 2755.942139
	Iteration 58Q: 3 clusters Score -1062180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1062187.875000 Penalty: 2755.942139
	Iteration 59Q: 3 clusters Score -1062188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1062195.125000 Penalty: 2755.942139
	Iteration 60F: 3 clusters Score -1062195 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1062211.750000 Penalty: 2755.942139
	Iteration 61Q: 3 clusters Score -1062212 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1062223.000000 Penalty: 2755.942139
	Iteration 62Q: 3 clusters Score -1062223 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1062232.375000 Penalty: 2755.942139
	Iteration 63Q: 3 clusters Score -1062232 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1062239.750000 Penalty: 2755.942139
	Iteration 64Q: 3 clusters Score -1062240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1062246.750000 Penalty: 2755.942139
	Iteration 65Q: 3 clusters Score -1062247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1062253.500000 Penalty: 2755.942139
	Iteration 66Q: 3 clusters Score -1062254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1062261.500000 Penalty: 2755.942139
	Iteration 67Q: 3 clusters Score -1062262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1062268.250000 Penalty: 2755.942139
	Iteration 68Q: 3 clusters Score -1062268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1062273.000000 Penalty: 2755.942139
	Iteration 69Q: 3 clusters Score -1062273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1062278.750000 Penalty: 2755.942139
	Iteration 70Q: 3 clusters Score -1062279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1062285.250000 Penalty: 2755.942139
	Iteration 71Q: 3 clusters Score -1062285 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1062289.000000 Penalty: 2755.942139
	Iteration 72Q: 3 clusters Score -1062289 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1062294.750000 Penalty: 2755.942139
	Iteration 73Q: 3 clusters Score -1062295 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1062302.500000 Penalty: 2755.942139
	Iteration 74Q: 3 clusters Score -1062302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1062307.375000 Penalty: 2755.942139
	Iteration 75Q: 3 clusters Score -1062307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1062311.125000 Penalty: 2755.942139
	Iteration 76Q: 3 clusters Score -1062311 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1062319.250000 Penalty: 2755.942139
	Iteration 77Q: 3 clusters Score -1062319 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1062329.000000 Penalty: 2755.942139
	Iteration 78Q: 3 clusters Score -1062329 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1062338.750000 Penalty: 2755.942139
	Iteration 79Q: 3 clusters Score -1062339 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1062343.125000 Penalty: 2755.942139
	Iteration 80F: 3 clusters Score -1062343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1062344.625000 Penalty: 2755.942139
	Iteration 81Q: 3 clusters Score -1062345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1062351.000000 Penalty: 2755.942139
	Iteration 82Q: 3 clusters Score -1062351 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1062353.250000 Penalty: 2755.942139
	Iteration 83Q: 3 clusters Score -1062353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1062356.625000 Penalty: 2755.942139
	Iteration 84Q: 3 clusters Score -1062357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1062359.875000 Penalty: 2755.942139
	Iteration 85Q: 3 clusters Score -1062360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1062361.875000 Penalty: 2755.942139
	Iteration 86Q: 3 clusters Score -1062362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1062362.000000 Penalty: 2755.942139
	Iteration 87Q: 3 clusters Score -1062362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1062362.125000 Penalty: 2755.942139
	Iteration 88Q: 3 clusters Score -1062362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1062361.375000 Penalty: 2755.942139
	Iteration 89Q: 3 clusters Score -1062361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1062365.000000 Penalty: 2755.942139
	Iteration 90Q: 3 clusters Score -1062365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1062366.500000 Penalty: 2755.942139
	Iteration 91Q: 3 clusters Score -1062366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1062366.125000 Penalty: 2755.942139
	Iteration 92Q: 3 clusters Score -1062366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1062366.125000 Penalty: 2755.942139
	Iteration 93Q: 3 clusters Score -1062366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1062366.250000 Penalty: 2755.942139
	Iteration 94Q: 3 clusters Score -1062366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1062367.125000 Penalty: 2755.942139
	Iteration 95Q: 3 clusters Score -1062367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1062369.125000 Penalty: 2755.942139
	Iteration 96Q: 3 clusters Score -1062369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1062368.500000 Penalty: 2755.942139
	Iteration 97Q: 3 clusters Score -1062368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1062370.750000 Penalty: 2755.942139
	Iteration 98Q: 3 clusters Score -1062371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1062370.750000 Penalty: 2755.942139
	Iteration 99Q: 3 clusters Score -1062371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1062372.250000 Penalty: 2755.942139
	Iteration 100F: 3 clusters Score -1062372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (110674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110674 members 
Entering Unmasked Estep 
Score: -11153578.000000 Penalty: 1728.214478
	Iteration 0F: 2 clusters Score -1.115358e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55209 members 
Mstep: Class 2 contains 55465 members 
Entering Unmasked Estep 
Score: -11080645.000000 Penalty: 3456.428955
	Iteration 0F: 3 clusters Score -1.108064e+07 nChanged 52542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55281 members 
Mstep: Class 2 contains 55393 members 
Entering Unmasked Estep 
Score: -11111553.000000 Penalty: 3456.428955
	Iteration 1F: 3 clusters Score -1.111155e+07 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55717 members 
Mstep: Class 2 contains 54957 members 
Entering Unmasked Estep 
Score: -11113036.000000 Penalty: 3456.428955
	Iteration 2Q: 3 clusters Score -1.111304e+07 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56326 members 
Mstep: Class 2 contains 54348 members 
Entering Unmasked Estep 
Score: -11114886.000000 Penalty: 3456.428955
	Iteration 3Q: 3 clusters Score -1.111489e+07 nChanged 5284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57060 members 
Mstep: Class 2 contains 53614 members 
Entering Unmasked Estep 
Score: -11116980.000000 Penalty: 3456.428955
	Iteration 4Q: 3 clusters Score -1.111698e+07 nChanged 5418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57734 members 
Mstep: Class 2 contains 52940 members 
Entering Unmasked Estep 
Score: -11119136.000000 Penalty: 3456.428955
	Iteration 5Q: 3 clusters Score -1.111914e+07 nChanged 5285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58253 members 
Mstep: Class 2 contains 52421 members 
Entering Unmasked Estep 
Score: -11121361.000000 Penalty: 3456.428955
	Iteration 6Q: 3 clusters Score -1.112136e+07 nChanged 5098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58543 members 
Mstep: Class 2 contains 52131 members 
Entering Unmasked Estep 
Score: -11123343.000000 Penalty: 3456.428955
	Iteration 7Q: 3 clusters Score -1.112334e+07 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58551 members 
Mstep: Class 2 contains 52123 members 
Entering Unmasked Estep 
Score: -11125234.000000 Penalty: 3456.428955
	Iteration 8Q: 3 clusters Score -1.112523e+07 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58354 members 
Mstep: Class 2 contains 52320 members 
Entering Unmasked Estep 
Score: -11127143.000000 Penalty: 3456.428955
	Iteration 9Q: 3 clusters Score -1.112714e+07 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58052 members 
Mstep: Class 2 contains 52622 members 
Entering Unmasked Estep 
Score: -11129000.000000 Penalty: 3456.428955
	Iteration 10Q: 3 clusters Score -1.1129e+07 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57618 members 
Mstep: Class 2 contains 53056 members 
Entering Unmasked Estep 
Score: -11130914.000000 Penalty: 3456.428955
	Iteration 11Q: 3 clusters Score -1.113091e+07 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57240 members 
Mstep: Class 2 contains 53434 members 
Entering Unmasked Estep 
Score: -11132754.000000 Penalty: 3456.428955
	Iteration 12Q: 3 clusters Score -1.113275e+07 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57029 members 
Mstep: Class 2 contains 53645 members 
Entering Unmasked Estep 
Score: -11134448.000000 Penalty: 3456.428955
	Iteration 13Q: 3 clusters Score -1.113445e+07 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57039 members 
Mstep: Class 2 contains 53635 members 
Entering Unmasked Estep 
Score: -11135511.000000 Penalty: 3456.428955
	Iteration 14Q: 3 clusters Score -1.113551e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57130 members 
Mstep: Class 2 contains 53544 members 
Entering Unmasked Estep 
Score: -11136067.000000 Penalty: 3456.428955
	Iteration 15Q: 3 clusters Score -1.113607e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57284 members 
Mstep: Class 2 contains 53390 members 
Entering Unmasked Estep 
Score: -11136378.000000 Penalty: 3456.428955
	Iteration 16Q: 3 clusters Score -1.113638e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57513 members 
Mstep: Class 2 contains 53161 members 
Entering Unmasked Estep 
Score: -11136511.000000 Penalty: 3456.428955
	Iteration 17Q: 3 clusters Score -1.113651e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57739 members 
Mstep: Class 2 contains 52935 members 
Entering Unmasked Estep 
Score: -11136647.000000 Penalty: 3456.428955
	Iteration 18Q: 3 clusters Score -1.113665e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57987 members 
Mstep: Class 2 contains 52687 members 
Entering Unmasked Estep 
Score: -11136648.000000 Penalty: 3456.428955
	Iteration 19Q: 3 clusters Score -1.113665e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58234 members 
Mstep: Class 2 contains 52440 members 
Entering Unmasked Estep 
Score: -11136695.000000 Penalty: 3456.428955
	Iteration 20F: 3 clusters Score -1.11367e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58516 members 
Mstep: Class 2 contains 52158 members 
Entering Unmasked Estep 
Score: -11136737.000000 Penalty: 3456.428955
	Iteration 21Q: 3 clusters Score -1.113674e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58853 members 
Mstep: Class 2 contains 51821 members 
Entering Unmasked Estep 
Score: -11136804.000000 Penalty: 3456.428955
	Iteration 22Q: 3 clusters Score -1.11368e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59230 members 
Mstep: Class 2 contains 51444 members 
Entering Unmasked Estep 
Score: -11136883.000000 Penalty: 3456.428955
	Iteration 23Q: 3 clusters Score -1.113688e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59611 members 
Mstep: Class 2 contains 51063 members 
Entering Unmasked Estep 
Score: -11136963.000000 Penalty: 3456.428955
	Iteration 24Q: 3 clusters Score -1.113696e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59996 members 
Mstep: Class 2 contains 50678 members 
Entering Unmasked Estep 
Score: -11136972.000000 Penalty: 3456.428955
	Iteration 25Q: 3 clusters Score -1.113697e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60447 members 
Mstep: Class 2 contains 50227 members 
Entering Unmasked Estep 
Score: -11137023.000000 Penalty: 3456.428955
	Iteration 26Q: 3 clusters Score -1.113702e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60899 members 
Mstep: Class 2 contains 49775 members 
Entering Unmasked Estep 
Score: -11137070.000000 Penalty: 3456.428955
	Iteration 27Q: 3 clusters Score -1.113707e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61356 members 
Mstep: Class 2 contains 49318 members 
Entering Unmasked Estep 
Score: -11137166.000000 Penalty: 3456.428955
	Iteration 28Q: 3 clusters Score -1.113717e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61845 members 
Mstep: Class 2 contains 48829 members 
Entering Unmasked Estep 
Score: -11137160.000000 Penalty: 3456.428955
	Iteration 29Q: 3 clusters Score -1.113716e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62347 members 
Mstep: Class 2 contains 48327 members 
Entering Unmasked Estep 
Score: -11137275.000000 Penalty: 3456.428955
	Iteration 30Q: 3 clusters Score -1.113728e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62894 members 
Mstep: Class 2 contains 47780 members 
Entering Unmasked Estep 
Score: -11137349.000000 Penalty: 3456.428955
	Iteration 31Q: 3 clusters Score -1.113735e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63517 members 
Mstep: Class 2 contains 47157 members 
Entering Unmasked Estep 
Score: -11137381.000000 Penalty: 3456.428955
	Iteration 32Q: 3 clusters Score -1.113738e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64174 members 
Mstep: Class 2 contains 46500 members 
Entering Unmasked Estep 
Score: -11137506.000000 Penalty: 3456.428955
	Iteration 33Q: 3 clusters Score -1.113751e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64847 members 
Mstep: Class 2 contains 45827 members 
Entering Unmasked Estep 
Score: -11137643.000000 Penalty: 3456.428955
	Iteration 34Q: 3 clusters Score -1.113764e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65557 members 
Mstep: Class 2 contains 45117 members 
Entering Unmasked Estep 
Score: -11137767.000000 Penalty: 3456.428955
	Iteration 35Q: 3 clusters Score -1.113777e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66263 members 
Mstep: Class 2 contains 44411 members 
Entering Unmasked Estep 
Score: -11137843.000000 Penalty: 3456.428955
	Iteration 36Q: 3 clusters Score -1.113784e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66987 members 
Mstep: Class 2 contains 43687 members 
Entering Unmasked Estep 
Score: -11137910.000000 Penalty: 3456.428955
	Iteration 37Q: 3 clusters Score -1.113791e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67785 members 
Mstep: Class 2 contains 42889 members 
Entering Unmasked Estep 
Score: -11138033.000000 Penalty: 3456.428955
	Iteration 38Q: 3 clusters Score -1.113803e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68649 members 
Mstep: Class 2 contains 42025 members 
Entering Unmasked Estep 
Score: -11138112.000000 Penalty: 3456.428955
	Iteration 39Q: 3 clusters Score -1.113811e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69589 members 
Mstep: Class 2 contains 41085 members 
Entering Unmasked Estep 
Score: -11138284.000000 Penalty: 3456.428955
	Iteration 40F: 3 clusters Score -1.113828e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70605 members 
Mstep: Class 2 contains 40069 members 
Entering Unmasked Estep 
Score: -11138435.000000 Penalty: 3456.428955
	Iteration 41Q: 3 clusters Score -1.113844e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71660 members 
Mstep: Class 2 contains 39014 members 
Entering Unmasked Estep 
Score: -11138555.000000 Penalty: 3456.428955
	Iteration 42Q: 3 clusters Score -1.113856e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72769 members 
Mstep: Class 2 contains 37905 members 
Entering Unmasked Estep 
Score: -11138753.000000 Penalty: 3456.428955
	Iteration 43Q: 3 clusters Score -1.113875e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73943 members 
Mstep: Class 2 contains 36731 members 
Entering Unmasked Estep 
Score: -11138979.000000 Penalty: 3456.428955
	Iteration 44Q: 3 clusters Score -1.113898e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75184 members 
Mstep: Class 2 contains 35490 members 
Entering Unmasked Estep 
Score: -11139241.000000 Penalty: 3456.428955
	Iteration 45Q: 3 clusters Score -1.113924e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76553 members 
Mstep: Class 2 contains 34121 members 
Entering Unmasked Estep 
Score: -11139611.000000 Penalty: 3456.428955
	Iteration 46Q: 3 clusters Score -1.113961e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77967 members 
Mstep: Class 2 contains 32707 members 
Entering Unmasked Estep 
Score: -11139937.000000 Penalty: 3456.428955
	Iteration 47Q: 3 clusters Score -1.113994e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79433 members 
Mstep: Class 2 contains 31241 members 
Entering Unmasked Estep 
Score: -11140303.000000 Penalty: 3456.428955
	Iteration 48Q: 3 clusters Score -1.11403e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80922 members 
Mstep: Class 2 contains 29752 members 
Entering Unmasked Estep 
Score: -11140670.000000 Penalty: 3456.428955
	Iteration 49Q: 3 clusters Score -1.114067e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82434 members 
Mstep: Class 2 contains 28240 members 
Entering Unmasked Estep 
Score: -11141126.000000 Penalty: 3456.428955
	Iteration 50Q: 3 clusters Score -1.114113e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83975 members 
Mstep: Class 2 contains 26699 members 
Entering Unmasked Estep 
Score: -11141583.000000 Penalty: 3456.428955
	Iteration 51Q: 3 clusters Score -1.114158e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85591 members 
Mstep: Class 2 contains 25083 members 
Entering Unmasked Estep 
Score: -11142039.000000 Penalty: 3456.428955
	Iteration 52Q: 3 clusters Score -1.114204e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87272 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
Score: -11142581.000000 Penalty: 3456.428955
	Iteration 53Q: 3 clusters Score -1.114258e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89002 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -11143151.000000 Penalty: 3456.428955
	Iteration 54Q: 3 clusters Score -1.114315e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90748 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -11143797.000000 Penalty: 3456.428955
	Iteration 55Q: 3 clusters Score -1.11438e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92383 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -11144314.000000 Penalty: 3456.428955
	Iteration 56Q: 3 clusters Score -1.114431e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94006 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -11144941.000000 Penalty: 3456.428955
	Iteration 57Q: 3 clusters Score -1.114494e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95615 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -11145567.000000 Penalty: 3456.428955
	Iteration 58Q: 3 clusters Score -1.114557e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97194 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -11146185.000000 Penalty: 3456.428955
	Iteration 59Q: 3 clusters Score -1.114618e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98639 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -11146891.000000 Penalty: 3456.428955
	Iteration 60F: 3 clusters Score -1.114689e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100050 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -11147586.000000 Penalty: 3456.428955
	Iteration 61Q: 3 clusters Score -1.114759e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101346 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -11148244.000000 Penalty: 3456.428955
	Iteration 62Q: 3 clusters Score -1.114824e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102525 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -11148799.000000 Penalty: 3456.428955
	Iteration 63Q: 3 clusters Score -1.11488e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103569 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -11149294.000000 Penalty: 3456.428955
	Iteration 64Q: 3 clusters Score -1.114929e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104513 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -11149670.000000 Penalty: 3456.428955
	Iteration 65Q: 3 clusters Score -1.114967e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105342 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -11150012.000000 Penalty: 3456.428955
	Iteration 66Q: 3 clusters Score -1.115001e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106044 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -11150328.000000 Penalty: 3456.428955
	Iteration 67Q: 3 clusters Score -1.115033e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106659 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -11150592.000000 Penalty: 3456.428955
	Iteration 68Q: 3 clusters Score -1.115059e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107185 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -11150827.000000 Penalty: 3456.428955
	Iteration 69Q: 3 clusters Score -1.115083e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107599 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -11151090.000000 Penalty: 3456.428955
	Iteration 70Q: 3 clusters Score -1.115109e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107987 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -11151271.000000 Penalty: 3456.428955
	Iteration 71Q: 3 clusters Score -1.115127e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108339 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -11151442.000000 Penalty: 3456.428955
	Iteration 72Q: 3 clusters Score -1.115144e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108624 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -11151607.000000 Penalty: 3456.428955
	Iteration 73Q: 3 clusters Score -1.115161e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108827 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -11151708.000000 Penalty: 3456.428955
	Iteration 74Q: 3 clusters Score -1.115171e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108989 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -11151781.000000 Penalty: 3456.428955
	Iteration 75Q: 3 clusters Score -1.115178e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109115 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -11151844.000000 Penalty: 3456.428955
	Iteration 76Q: 3 clusters Score -1.115184e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109218 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -11151864.000000 Penalty: 3456.428955
	Iteration 77Q: 3 clusters Score -1.115186e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109307 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -11151889.000000 Penalty: 3456.428955
	Iteration 78Q: 3 clusters Score -1.115189e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109374 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -11151943.000000 Penalty: 3456.428955
	Iteration 79Q: 3 clusters Score -1.115194e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109441 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -11151969.000000 Penalty: 3456.428955
	Iteration 80F: 3 clusters Score -1.115197e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109504 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -11152017.000000 Penalty: 3456.428955
	Iteration 81Q: 3 clusters Score -1.115202e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109558 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -11152048.000000 Penalty: 3456.428955
	Iteration 82Q: 3 clusters Score -1.115205e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109608 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -11152067.000000 Penalty: 3456.428955
	Iteration 83Q: 3 clusters Score -1.115207e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109653 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -11152086.000000 Penalty: 3456.428955
	Iteration 84Q: 3 clusters Score -1.115209e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109684 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -11152116.000000 Penalty: 3456.428955
	Iteration 85Q: 3 clusters Score -1.115212e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109713 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -11152133.000000 Penalty: 3456.428955
	Iteration 86Q: 3 clusters Score -1.115213e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109737 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -11152144.000000 Penalty: 3456.428955
	Iteration 87Q: 3 clusters Score -1.115214e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109762 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -11152155.000000 Penalty: 3456.428955
	Iteration 88Q: 3 clusters Score -1.115216e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109779 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -11152168.000000 Penalty: 3456.428955
	Iteration 89Q: 3 clusters Score -1.115217e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109794 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -11152180.000000 Penalty: 3456.428955
	Iteration 90Q: 3 clusters Score -1.115218e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109808 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -11152196.000000 Penalty: 3456.428955
	Iteration 91Q: 3 clusters Score -1.11522e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109823 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -11152202.000000 Penalty: 3456.428955
	Iteration 92Q: 3 clusters Score -1.11522e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109829 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -11152212.000000 Penalty: 3456.428955
	Iteration 93Q: 3 clusters Score -1.115221e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109834 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -11152206.000000 Penalty: 3456.428955
	Iteration 94Q: 3 clusters Score -1.115221e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109843 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -11152203.000000 Penalty: 3456.428955
	Iteration 95Q: 3 clusters Score -1.11522e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109849 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -11152205.000000 Penalty: 3456.428955
	Iteration 96Q: 3 clusters Score -1.11522e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109854 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -11152199.000000 Penalty: 3456.428955
	Iteration 97Q: 3 clusters Score -1.11522e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109859 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -11152212.000000 Penalty: 3456.428955
	Iteration 98Q: 3 clusters Score -1.115221e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109859 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -11152218.000000 Penalty: 3456.428955
	Iteration 99Q: 3 clusters Score -1.115222e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109860 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -11152215.000000 Penalty: 3456.428955
	Iteration 100F: 3 clusters Score -1.115222e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (37602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37602 members 
Entering Unmasked Estep 
Score: -3875868.250000 Penalty: 1567.580200
	Iteration 0F: 2 clusters Score -3875868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -3851496.000000 Penalty: 3135.160400
	Iteration 0F: 3 clusters Score -3851496 nChanged 17122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -3860859.500000 Penalty: 3135.160400
	Iteration 1F: 3 clusters Score -3860860 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -3861413.750000 Penalty: 3135.160400
	Iteration 2Q: 3 clusters Score -3861414 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -3861974.000000 Penalty: 3135.160400
	Iteration 3Q: 3 clusters Score -3861974 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -3862628.250000 Penalty: 3135.160400
	Iteration 4Q: 3 clusters Score -3862628 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -3863411.000000 Penalty: 3135.160400
	Iteration 5Q: 3 clusters Score -3863411 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -3864383.000000 Penalty: 3135.160400
	Iteration 6F: 3 clusters Score -3864383 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -3865551.000000 Penalty: 3135.160400
	Iteration 7F: 3 clusters Score -3865551 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -3866803.750000 Penalty: 3135.160400
	Iteration 8F: 3 clusters Score -3866804 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -3868059.250000 Penalty: 3135.160400
	Iteration 9F: 3 clusters Score -3868059 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -3869127.500000 Penalty: 3135.160400
	Iteration 10Q: 3 clusters Score -3869128 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -3870071.500000 Penalty: 3135.160400
	Iteration 11Q: 3 clusters Score -3870072 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -3870949.000000 Penalty: 3135.160400
	Iteration 12Q: 3 clusters Score -3870949 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -3871727.000000 Penalty: 3135.160400
	Iteration 13Q: 3 clusters Score -3871727 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -3872322.500000 Penalty: 3135.160400
	Iteration 14Q: 3 clusters Score -3872322 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -3872682.250000 Penalty: 3135.160400
	Iteration 15Q: 3 clusters Score -3872682 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -3872901.250000 Penalty: 3135.160400
	Iteration 16Q: 3 clusters Score -3872901 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -3873053.000000 Penalty: 3135.160400
	Iteration 17Q: 3 clusters Score -3873053 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -3873156.500000 Penalty: 3135.160400
	Iteration 18Q: 3 clusters Score -3873156 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -3873251.750000 Penalty: 3135.160400
	Iteration 19Q: 3 clusters Score -3873252 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -3873326.000000 Penalty: 3135.160400
	Iteration 20F: 3 clusters Score -3873326 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -3873409.000000 Penalty: 3135.160400
	Iteration 21Q: 3 clusters Score -3873409 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -3873470.750000 Penalty: 3135.160400
	Iteration 22Q: 3 clusters Score -3873471 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -3873529.500000 Penalty: 3135.160400
	Iteration 23Q: 3 clusters Score -3873530 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -3873567.500000 Penalty: 3135.160400
	Iteration 24Q: 3 clusters Score -3873568 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -3873596.500000 Penalty: 3135.160400
	Iteration 25Q: 3 clusters Score -3873596 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -3873626.250000 Penalty: 3135.160400
	Iteration 26Q: 3 clusters Score -3873626 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -3873655.000000 Penalty: 3135.160400
	Iteration 27Q: 3 clusters Score -3873655 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -3873699.000000 Penalty: 3135.160400
	Iteration 28Q: 3 clusters Score -3873699 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -3873735.250000 Penalty: 3135.160400
	Iteration 29Q: 3 clusters Score -3873735 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -3873774.250000 Penalty: 3135.160400
	Iteration 30Q: 3 clusters Score -3873774 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -3873805.500000 Penalty: 3135.160400
	Iteration 31Q: 3 clusters Score -3873806 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -3873835.250000 Penalty: 3135.160400
	Iteration 32Q: 3 clusters Score -3873835 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -3873844.500000 Penalty: 3135.160400
	Iteration 33Q: 3 clusters Score -3873844 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -3873860.500000 Penalty: 3135.160400
	Iteration 34Q: 3 clusters Score -3873860 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -3873897.750000 Penalty: 3135.160400
	Iteration 35Q: 3 clusters Score -3873898 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -3873923.250000 Penalty: 3135.160400
	Iteration 36Q: 3 clusters Score -3873923 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -3873962.500000 Penalty: 3135.160400
	Iteration 37Q: 3 clusters Score -3873962 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -3873992.750000 Penalty: 3135.160400
	Iteration 38Q: 3 clusters Score -3873993 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -3874034.500000 Penalty: 3135.160400
	Iteration 39Q: 3 clusters Score -3874034 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -3874069.750000 Penalty: 3135.160400
	Iteration 40F: 3 clusters Score -3874070 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -3874088.250000 Penalty: 3135.160400
	Iteration 41Q: 3 clusters Score -3874088 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -3874131.500000 Penalty: 3135.160400
	Iteration 42Q: 3 clusters Score -3874132 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -3874164.500000 Penalty: 3135.160400
	Iteration 43Q: 3 clusters Score -3874164 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -3874193.750000 Penalty: 3135.160400
	Iteration 44Q: 3 clusters Score -3874194 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -3874216.250000 Penalty: 3135.160400
	Iteration 45Q: 3 clusters Score -3874216 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -3874223.750000 Penalty: 3135.160400
	Iteration 46Q: 3 clusters Score -3874224 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -3874218.750000 Penalty: 3135.160400
	Iteration 47Q: 3 clusters Score -3874219 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -3874247.000000 Penalty: 3135.160400
	Iteration 48Q: 3 clusters Score -3874247 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -3874270.750000 Penalty: 3135.160400
	Iteration 49Q: 3 clusters Score -3874271 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -3874289.250000 Penalty: 3135.160400
	Iteration 50Q: 3 clusters Score -3874289 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -3874314.750000 Penalty: 3135.160400
	Iteration 51Q: 3 clusters Score -3874315 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -3874335.750000 Penalty: 3135.160400
	Iteration 52Q: 3 clusters Score -3874336 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -3874362.250000 Penalty: 3135.160400
	Iteration 53Q: 3 clusters Score -3874362 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -3874373.750000 Penalty: 3135.160400
	Iteration 54Q: 3 clusters Score -3874374 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -3874425.750000 Penalty: 3135.160400
	Iteration 55Q: 3 clusters Score -3874426 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -3874450.250000 Penalty: 3135.160400
	Iteration 56Q: 3 clusters Score -3874450 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -3874495.750000 Penalty: 3135.160400
	Iteration 57Q: 3 clusters Score -3874496 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -3874518.250000 Penalty: 3135.160400
	Iteration 58Q: 3 clusters Score -3874518 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -3874572.250000 Penalty: 3135.160400
	Iteration 59Q: 3 clusters Score -3874572 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -3874620.500000 Penalty: 3135.160400
	Iteration 60F: 3 clusters Score -3874620 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -3874649.750000 Penalty: 3135.160400
	Iteration 61Q: 3 clusters Score -3874650 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -3874680.500000 Penalty: 3135.160400
	Iteration 62Q: 3 clusters Score -3874680 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -3874719.500000 Penalty: 3135.160400
	Iteration 63Q: 3 clusters Score -3874720 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24854 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -3874752.500000 Penalty: 3135.160400
	Iteration 64Q: 3 clusters Score -3874752 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25071 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -3874769.500000 Penalty: 3135.160400
	Iteration 65Q: 3 clusters Score -3874770 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -3874821.000000 Penalty: 3135.160400
	Iteration 66Q: 3 clusters Score -3874821 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25451 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -3874853.750000 Penalty: 3135.160400
	Iteration 67Q: 3 clusters Score -3874854 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25642 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -3874883.250000 Penalty: 3135.160400
	Iteration 68Q: 3 clusters Score -3874883 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -3874905.750000 Penalty: 3135.160400
	Iteration 69Q: 3 clusters Score -3874906 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26018 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -3874944.750000 Penalty: 3135.160400
	Iteration 70Q: 3 clusters Score -3874945 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26206 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -3874956.000000 Penalty: 3135.160400
	Iteration 71Q: 3 clusters Score -3874956 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26385 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -3874988.500000 Penalty: 3135.160400
	Iteration 72Q: 3 clusters Score -3874988 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -3875007.250000 Penalty: 3135.160400
	Iteration 73Q: 3 clusters Score -3875007 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26680 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -3875028.250000 Penalty: 3135.160400
	Iteration 74Q: 3 clusters Score -3875028 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26838 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -3875074.250000 Penalty: 3135.160400
	Iteration 75Q: 3 clusters Score -3875074 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26985 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -3875089.000000 Penalty: 3135.160400
	Iteration 76Q: 3 clusters Score -3875089 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27139 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -3875122.000000 Penalty: 3135.160400
	Iteration 77Q: 3 clusters Score -3875122 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27289 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -3875129.000000 Penalty: 3135.160400
	Iteration 78Q: 3 clusters Score -3875129 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27436 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -3875154.250000 Penalty: 3135.160400
	Iteration 79Q: 3 clusters Score -3875154 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27576 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -3875157.000000 Penalty: 3135.160400
	Iteration 80F: 3 clusters Score -3875157 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27694 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -3875177.000000 Penalty: 3135.160400
	Iteration 81Q: 3 clusters Score -3875177 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27820 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -3875192.250000 Penalty: 3135.160400
	Iteration 82Q: 3 clusters Score -3875192 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27949 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -3875226.500000 Penalty: 3135.160400
	Iteration 83Q: 3 clusters Score -3875226 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28094 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -3875237.500000 Penalty: 3135.160400
	Iteration 84Q: 3 clusters Score -3875238 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28226 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -3875259.250000 Penalty: 3135.160400
	Iteration 85Q: 3 clusters Score -3875259 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28356 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -3875293.500000 Penalty: 3135.160400
	Iteration 86Q: 3 clusters Score -3875294 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28471 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -3875300.750000 Penalty: 3135.160400
	Iteration 87Q: 3 clusters Score -3875301 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28584 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -3875313.500000 Penalty: 3135.160400
	Iteration 88Q: 3 clusters Score -3875314 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28701 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -3875328.500000 Penalty: 3135.160400
	Iteration 89Q: 3 clusters Score -3875328 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28805 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -3875344.750000 Penalty: 3135.160400
	Iteration 90Q: 3 clusters Score -3875345 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28918 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -3875372.250000 Penalty: 3135.160400
	Iteration 91Q: 3 clusters Score -3875372 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29029 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -3875364.000000 Penalty: 3135.160400
	Iteration 92Q: 3 clusters Score -3875364 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29133 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -3875382.750000 Penalty: 3135.160400
	Iteration 93Q: 3 clusters Score -3875383 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29249 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -3875398.000000 Penalty: 3135.160400
	Iteration 94Q: 3 clusters Score -3875398 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29360 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -3875422.250000 Penalty: 3135.160400
	Iteration 95Q: 3 clusters Score -3875422 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -3875444.750000 Penalty: 3135.160400
	Iteration 96Q: 3 clusters Score -3875445 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29583 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -3875460.000000 Penalty: 3135.160400
	Iteration 97Q: 3 clusters Score -3875460 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29702 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -3875472.000000 Penalty: 3135.160400
	Iteration 98Q: 3 clusters Score -3875472 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29816 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -3875483.500000 Penalty: 3135.160400
	Iteration 99Q: 3 clusters Score -3875484 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29932 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -3875490.500000 Penalty: 3135.160400
	Iteration 100F: 3 clusters Score -3875490 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30040 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -3875495.000000 Penalty: 3135.160400
	Iteration 101Q: 3 clusters Score -3875495 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30148 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -3875523.000000 Penalty: 3135.160400
	Iteration 102Q: 3 clusters Score -3875523 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30264 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -3875549.250000 Penalty: 3135.160400
	Iteration 103Q: 3 clusters Score -3875549 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30361 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -3875568.000000 Penalty: 3135.160400
	Iteration 104Q: 3 clusters Score -3875568 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30456 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -3875586.750000 Penalty: 3135.160400
	Iteration 105Q: 3 clusters Score -3875587 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30549 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -3875614.000000 Penalty: 3135.160400
	Iteration 106Q: 3 clusters Score -3875614 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30637 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -3875617.000000 Penalty: 3135.160400
	Iteration 107Q: 3 clusters Score -3875617 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30725 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -3875630.000000 Penalty: 3135.160400
	Iteration 108Q: 3 clusters Score -3875630 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30817 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -3875643.500000 Penalty: 3135.160400
	Iteration 109Q: 3 clusters Score -3875644 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30906 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -3875664.250000 Penalty: 3135.160400
	Iteration 110Q: 3 clusters Score -3875664 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30983 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -3875664.750000 Penalty: 3135.160400
	Iteration 111Q: 3 clusters Score -3875665 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31067 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -3875678.000000 Penalty: 3135.160400
	Iteration 112Q: 3 clusters Score -3875678 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31144 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -3875688.000000 Penalty: 3135.160400
	Iteration 113Q: 3 clusters Score -3875688 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31208 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -3875691.250000 Penalty: 3135.160400
	Iteration 114Q: 3 clusters Score -3875691 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31262 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -3875703.000000 Penalty: 3135.160400
	Iteration 115Q: 3 clusters Score -3875703 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31304 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -3875705.000000 Penalty: 3135.160400
	Iteration 116Q: 3 clusters Score -3875705 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31345 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -3875715.000000 Penalty: 3135.160400
	Iteration 117Q: 3 clusters Score -3875715 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31392 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -3875723.750000 Penalty: 3135.160400
	Iteration 118Q: 3 clusters Score -3875724 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31438 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -3875726.000000 Penalty: 3135.160400
	Iteration 119Q: 3 clusters Score -3875726 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31488 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -3875722.000000 Penalty: 3135.160400
	Iteration 120F: 3 clusters Score -3875722 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31541 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -3875737.250000 Penalty: 3135.160400
	Iteration 121Q: 3 clusters Score -3875737 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31594 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -3875743.500000 Penalty: 3135.160400
	Iteration 122Q: 3 clusters Score -3875744 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31646 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -3875757.000000 Penalty: 3135.160400
	Iteration 123Q: 3 clusters Score -3875757 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31699 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -3875763.500000 Penalty: 3135.160400
	Iteration 124Q: 3 clusters Score -3875764 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31746 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -3875767.250000 Penalty: 3135.160400
	Iteration 125Q: 3 clusters Score -3875767 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31785 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -3875768.000000 Penalty: 3135.160400
	Iteration 126Q: 3 clusters Score -3875768 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31819 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -3875769.500000 Penalty: 3135.160400
	Iteration 127Q: 3 clusters Score -3875770 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31854 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -3875778.000000 Penalty: 3135.160400
	Iteration 128Q: 3 clusters Score -3875778 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31879 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -3875772.250000 Penalty: 3135.160400
	Iteration 129Q: 3 clusters Score -3875772 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31918 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -3875772.500000 Penalty: 3135.160400
	Iteration 130Q: 3 clusters Score -3875772 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31965 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -3875774.250000 Penalty: 3135.160400
	Iteration 131Q: 3 clusters Score -3875774 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32001 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -3875778.000000 Penalty: 3135.160400
	Iteration 132Q: 3 clusters Score -3875778 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32033 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -3875789.000000 Penalty: 3135.160400
	Iteration 133Q: 3 clusters Score -3875789 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32057 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -3875797.500000 Penalty: 3135.160400
	Iteration 134Q: 3 clusters Score -3875798 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32084 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -3875793.250000 Penalty: 3135.160400
	Iteration 135Q: 3 clusters Score -3875793 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32109 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -3875807.750000 Penalty: 3135.160400
	Iteration 136Q: 3 clusters Score -3875808 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32131 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -3875801.750000 Penalty: 3135.160400
	Iteration 137Q: 3 clusters Score -3875802 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32154 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -3875810.000000 Penalty: 3135.160400
	Iteration 138Q: 3 clusters Score -3875810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32163 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -3875808.750000 Penalty: 3135.160400
	Iteration 139Q: 3 clusters Score -3875809 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32175 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -3875820.000000 Penalty: 3135.160400
	Iteration 140F: 3 clusters Score -3875820 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32193 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -3875814.750000 Penalty: 3135.160400
	Iteration 141Q: 3 clusters Score -3875815 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32216 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -3875812.250000 Penalty: 3135.160400
	Iteration 142Q: 3 clusters Score -3875812 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32237 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -3875810.000000 Penalty: 3135.160400
	Iteration 143Q: 3 clusters Score -3875810 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32260 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -3875819.500000 Penalty: 3135.160400
	Iteration 144Q: 3 clusters Score -3875820 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32281 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -3875830.000000 Penalty: 3135.160400
	Iteration 145Q: 3 clusters Score -3875830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32293 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -3875823.000000 Penalty: 3135.160400
	Iteration 146Q: 3 clusters Score -3875823 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32307 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -3875831.500000 Penalty: 3135.160400
	Iteration 147Q: 3 clusters Score -3875832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32318 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -3875835.000000 Penalty: 3135.160400
	Iteration 148Q: 3 clusters Score -3875835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32325 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -3875830.000000 Penalty: 3135.160400
	Iteration 149Q: 3 clusters Score -3875830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32330 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -3875830.750000 Penalty: 3135.160400
	Iteration 150Q: 3 clusters Score -3875831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32334 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -3875827.750000 Penalty: 3135.160400
	Iteration 151Q: 3 clusters Score -3875828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32338 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -3875831.750000 Penalty: 3135.160400
	Iteration 152Q: 3 clusters Score -3875832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32346 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -3875841.000000 Penalty: 3135.160400
	Iteration 153Q: 3 clusters Score -3875841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32349 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -3875843.500000 Penalty: 3135.160400
	Iteration 154Q: 3 clusters Score -3875844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32352 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -3875840.500000 Penalty: 3135.160400
	Iteration 155Q: 3 clusters Score -3875840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32356 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -3875840.500000 Penalty: 3135.160400
	Iteration 156Q: 3 clusters Score -3875840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32359 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -3875843.000000 Penalty: 3135.160400
	Iteration 157Q: 3 clusters Score -3875843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32360 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -3875841.750000 Penalty: 3135.160400
	Iteration 158Q: 3 clusters Score -3875842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32362 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -3875840.750000 Penalty: 3135.160400
	Iteration 159Q: 3 clusters Score -3875841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32363 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -3875840.250000 Penalty: 3135.160400
	Iteration 160F: 3 clusters Score -3875840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (36585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36585 members 
Entering Unmasked Estep 
Score: -3477508.500000 Penalty: 1563.500244
	Iteration 0F: 2 clusters Score -3477508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -3453619.250000 Penalty: 3127.000488
	Iteration 0F: 3 clusters Score -3453619 nChanged 16719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -3463111.500000 Penalty: 3127.000488
	Iteration 1F: 3 clusters Score -3463112 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -3463631.000000 Penalty: 3127.000488
	Iteration 2Q: 3 clusters Score -3463631 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -3464137.000000 Penalty: 3127.000488
	Iteration 3Q: 3 clusters Score -3464137 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -3464627.000000 Penalty: 3127.000488
	Iteration 4Q: 3 clusters Score -3464627 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -3465109.250000 Penalty: 3127.000488
	Iteration 5Q: 3 clusters Score -3465109 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -3465665.500000 Penalty: 3127.000488
	Iteration 6Q: 3 clusters Score -3465666 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -3466271.000000 Penalty: 3127.000488
	Iteration 7Q: 3 clusters Score -3466271 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -3466967.250000 Penalty: 3127.000488
	Iteration 8Q: 3 clusters Score -3466967 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -3467862.750000 Penalty: 3127.000488
	Iteration 9Q: 3 clusters Score -3467863 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -3468853.000000 Penalty: 3127.000488
	Iteration 10Q: 3 clusters Score -3468853 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -3469798.500000 Penalty: 3127.000488
	Iteration 11Q: 3 clusters Score -3469798 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -3470602.250000 Penalty: 3127.000488
	Iteration 12Q: 3 clusters Score -3470602 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -3471179.000000 Penalty: 3127.000488
	Iteration 13Q: 3 clusters Score -3471179 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
Score: -3471549.250000 Penalty: 3127.000488
	Iteration 14Q: 3 clusters Score -3471549 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 26191 members 
Entering Unmasked Estep 
Score: -3471831.250000 Penalty: 3127.000488
	Iteration 15Q: 3 clusters Score -3471831 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 26790 members 
Entering Unmasked Estep 
Score: -3472038.500000 Penalty: 3127.000488
	Iteration 16Q: 3 clusters Score -3472038 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -3472233.000000 Penalty: 3127.000488
	Iteration 17Q: 3 clusters Score -3472233 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
Score: -3472435.750000 Penalty: 3127.000488
	Iteration 18Q: 3 clusters Score -3472436 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 28469 members 
Entering Unmasked Estep 
Score: -3472619.750000 Penalty: 3127.000488
	Iteration 19Q: 3 clusters Score -3472620 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 29017 members 
Entering Unmasked Estep 
Score: -3472835.750000 Penalty: 3127.000488
	Iteration 20F: 3 clusters Score -3472836 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 29560 members 
Entering Unmasked Estep 
Score: -3473021.500000 Penalty: 3127.000488
	Iteration 21Q: 3 clusters Score -3473022 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 30090 members 
Entering Unmasked Estep 
Score: -3473231.000000 Penalty: 3127.000488
	Iteration 22Q: 3 clusters Score -3473231 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 30629 members 
Entering Unmasked Estep 
Score: -3473470.750000 Penalty: 3127.000488
	Iteration 23Q: 3 clusters Score -3473471 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 31206 members 
Entering Unmasked Estep 
Score: -3473725.750000 Penalty: 3127.000488
	Iteration 24Q: 3 clusters Score -3473726 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 31752 members 
Entering Unmasked Estep 
Score: -3473982.250000 Penalty: 3127.000488
	Iteration 25Q: 3 clusters Score -3473982 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 32276 members 
Entering Unmasked Estep 
Score: -3474229.250000 Penalty: 3127.000488
	Iteration 26Q: 3 clusters Score -3474229 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 32749 members 
Entering Unmasked Estep 
Score: -3474442.500000 Penalty: 3127.000488
	Iteration 27Q: 3 clusters Score -3474442 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 33163 members 
Entering Unmasked Estep 
Score: -3474619.500000 Penalty: 3127.000488
	Iteration 28Q: 3 clusters Score -3474620 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 33555 members 
Entering Unmasked Estep 
Score: -3474809.250000 Penalty: 3127.000488
	Iteration 29Q: 3 clusters Score -3474809 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 33943 members 
Entering Unmasked Estep 
Score: -3475032.250000 Penalty: 3127.000488
	Iteration 30Q: 3 clusters Score -3475032 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 34322 members 
Entering Unmasked Estep 
Score: -3475263.250000 Penalty: 3127.000488
	Iteration 31Q: 3 clusters Score -3475263 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 34650 members 
Entering Unmasked Estep 
Score: -3475491.000000 Penalty: 3127.000488
	Iteration 32Q: 3 clusters Score -3475491 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 34937 members 
Entering Unmasked Estep 
Score: -3475687.250000 Penalty: 3127.000488
	Iteration 33Q: 3 clusters Score -3475687 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 35163 members 
Entering Unmasked Estep 
Score: -3475836.000000 Penalty: 3127.000488
	Iteration 34Q: 3 clusters Score -3475836 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 35333 members 
Entering Unmasked Estep 
Score: -3475954.250000 Penalty: 3127.000488
	Iteration 35Q: 3 clusters Score -3475954 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 35470 members 
Entering Unmasked Estep 
Score: -3476044.750000 Penalty: 3127.000488
	Iteration 36Q: 3 clusters Score -3476045 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 35559 members 
Entering Unmasked Estep 
Score: -3476110.000000 Penalty: 3127.000488
	Iteration 37Q: 3 clusters Score -3476110 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 35634 members 
Entering Unmasked Estep 
Score: -3476154.000000 Penalty: 3127.000488
	Iteration 38Q: 3 clusters Score -3476154 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 35693 members 
Entering Unmasked Estep 
Score: -3476180.750000 Penalty: 3127.000488
	Iteration 39Q: 3 clusters Score -3476181 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 35736 members 
Entering Unmasked Estep 
Score: -3476216.000000 Penalty: 3127.000488
	Iteration 40F: 3 clusters Score -3476216 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 35766 members 
Entering Unmasked Estep 
Score: -3476224.500000 Penalty: 3127.000488
	Iteration 41Q: 3 clusters Score -3476224 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 35788 members 
Entering Unmasked Estep 
Score: -3476239.500000 Penalty: 3127.000488
	Iteration 42Q: 3 clusters Score -3476240 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 35813 members 
Entering Unmasked Estep 
Score: -3476249.250000 Penalty: 3127.000488
	Iteration 43Q: 3 clusters Score -3476249 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 35834 members 
Entering Unmasked Estep 
Score: -3476260.000000 Penalty: 3127.000488
	Iteration 44Q: 3 clusters Score -3476260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 35847 members 
Entering Unmasked Estep 
Score: -3476268.250000 Penalty: 3127.000488
	Iteration 45Q: 3 clusters Score -3476268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 35857 members 
Entering Unmasked Estep 
Score: -3476276.500000 Penalty: 3127.000488
	Iteration 46Q: 3 clusters Score -3476276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 35869 members 
Entering Unmasked Estep 
Score: -3476284.000000 Penalty: 3127.000488
	Iteration 47Q: 3 clusters Score -3476284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 35878 members 
Entering Unmasked Estep 
Score: -3476289.500000 Penalty: 3127.000488
	Iteration 48Q: 3 clusters Score -3476290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 35881 members 
Entering Unmasked Estep 
Score: -3476289.000000 Penalty: 3127.000488
	Iteration 49Q: 3 clusters Score -3476289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 35883 members 
Entering Unmasked Estep 
Score: -3476291.750000 Penalty: 3127.000488
	Iteration 50Q: 3 clusters Score -3476292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 35887 members 
Entering Unmasked Estep 
Score: -3476291.250000 Penalty: 3127.000488
	Iteration 51Q: 3 clusters Score -3476291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 35890 members 
Entering Unmasked Estep 
Score: -3476294.000000 Penalty: 3127.000488
	Iteration 52Q: 3 clusters Score -3476294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 35891 members 
Entering Unmasked Estep 
Score: -3476294.500000 Penalty: 3127.000488
	Iteration 53Q: 3 clusters Score -3476294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 35894 members 
Entering Unmasked Estep 
Score: -3476293.750000 Penalty: 3127.000488
	Iteration 54Q: 3 clusters Score -3476294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 35898 members 
Entering Unmasked Estep 
Score: -3476299.250000 Penalty: 3127.000488
	Iteration 55Q: 3 clusters Score -3476299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 35902 members 
Entering Unmasked Estep 
Score: -3476301.750000 Penalty: 3127.000488
	Iteration 56Q: 3 clusters Score -3476302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 35903 members 
Entering Unmasked Estep 
Score: -3476308.500000 Penalty: 3127.000488
	Iteration 57Q: 3 clusters Score -3476308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 35905 members 
Entering Unmasked Estep 
Score: -3476306.500000 Penalty: 3127.000488
	Iteration 58Q: 3 clusters Score -3476306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 35907 members 
Entering Unmasked Estep 
Score: -3476307.250000 Penalty: 3127.000488
	Iteration 59Q: 3 clusters Score -3476307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 35911 members 
Entering Unmasked Estep 
Score: -3476309.000000 Penalty: 3127.000488
	Iteration 60F: 3 clusters Score -3476309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 35916 members 
Entering Unmasked Estep 
Score: -3476307.250000 Penalty: 3127.000488
	Iteration 61Q: 3 clusters Score -3476307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 35923 members 
Entering Unmasked Estep 
Score: -3476310.750000 Penalty: 3127.000488
	Iteration 62Q: 3 clusters Score -3476311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 35927 members 
Entering Unmasked Estep 
Score: -3476310.250000 Penalty: 3127.000488
	Iteration 63Q: 3 clusters Score -3476310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 35930 members 
Entering Unmasked Estep 
Score: -3476309.500000 Penalty: 3127.000488
	Iteration 64Q: 3 clusters Score -3476310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 35935 members 
Entering Unmasked Estep 
Score: -3476313.750000 Penalty: 3127.000488
	Iteration 65Q: 3 clusters Score -3476314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 35939 members 
Entering Unmasked Estep 
Score: -3476312.250000 Penalty: 3127.000488
	Iteration 66Q: 3 clusters Score -3476312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 35940 members 
Entering Unmasked Estep 
Score: -3476312.000000 Penalty: 3127.000488
	Iteration 67Q: 3 clusters Score -3476312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 35940 members 
Entering Unmasked Estep 
Score: -3476312.000000 Penalty: 3127.000488
	Iteration 68F: 3 clusters Score -3476312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Entering Unmasked Estep 
Score: -368431.312500 Penalty: 1228.467407
	Iteration 0F: 2 clusters Score -368431.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -365447.500000 Penalty: 2456.934814
	Iteration 0F: 3 clusters Score -365447.5 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -366280.593750 Penalty: 2456.934814
	Iteration 1F: 3 clusters Score -366280.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -366499.218750 Penalty: 2456.934814
	Iteration 2F: 3 clusters Score -366499.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -366656.937500 Penalty: 2456.934814
	Iteration 3F: 3 clusters Score -366656.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -366751.187500 Penalty: 2456.934814
	Iteration 4Q: 3 clusters Score -366751.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -366817.312500 Penalty: 2456.934814
	Iteration 5Q: 3 clusters Score -366817.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -366864.937500 Penalty: 2456.934814
	Iteration 6Q: 3 clusters Score -366864.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -366899.937500 Penalty: 2456.934814
	Iteration 7Q: 3 clusters Score -366899.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -366937.937500 Penalty: 2456.934814
	Iteration 8Q: 3 clusters Score -366937.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -366966.125000 Penalty: 2456.934814
	Iteration 9Q: 3 clusters Score -366966.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -366983.687500 Penalty: 2456.934814
	Iteration 10Q: 3 clusters Score -366983.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -367000.843750 Penalty: 2456.934814
	Iteration 11Q: 3 clusters Score -367000.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -367022.062500 Penalty: 2456.934814
	Iteration 12Q: 3 clusters Score -367022.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -367046.093750 Penalty: 2456.934814
	Iteration 13Q: 3 clusters Score -367046.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -367069.656250 Penalty: 2456.934814
	Iteration 14Q: 3 clusters Score -367069.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -367094.687500 Penalty: 2456.934814
	Iteration 15Q: 3 clusters Score -367094.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -367127.062500 Penalty: 2456.934814
	Iteration 16Q: 3 clusters Score -367127.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -367156.187500 Penalty: 2456.934814
	Iteration 17Q: 3 clusters Score -367156.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -367185.156250 Penalty: 2456.934814
	Iteration 18Q: 3 clusters Score -367185.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -367209.875000 Penalty: 2456.934814
	Iteration 19Q: 3 clusters Score -367209.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -367230.218750 Penalty: 2456.934814
	Iteration 20F: 3 clusters Score -367230.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -367251.750000 Penalty: 2456.934814
	Iteration 21Q: 3 clusters Score -367251.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -367279.968750 Penalty: 2456.934814
	Iteration 22Q: 3 clusters Score -367280 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -367304.937500 Penalty: 2456.934814
	Iteration 23Q: 3 clusters Score -367304.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -367335.000000 Penalty: 2456.934814
	Iteration 24Q: 3 clusters Score -367335 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -367362.093750 Penalty: 2456.934814
	Iteration 25Q: 3 clusters Score -367362.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -367383.125000 Penalty: 2456.934814
	Iteration 26Q: 3 clusters Score -367383.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -367404.093750 Penalty: 2456.934814
	Iteration 27Q: 3 clusters Score -367404.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -367421.812500 Penalty: 2456.934814
	Iteration 28Q: 3 clusters Score -367421.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -367439.406250 Penalty: 2456.934814
	Iteration 29Q: 3 clusters Score -367439.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -367453.656250 Penalty: 2456.934814
	Iteration 30Q: 3 clusters Score -367453.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -367465.625000 Penalty: 2456.934814
	Iteration 31Q: 3 clusters Score -367465.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -367473.343750 Penalty: 2456.934814
	Iteration 32Q: 3 clusters Score -367473.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -367478.250000 Penalty: 2456.934814
	Iteration 33Q: 3 clusters Score -367478.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -367485.250000 Penalty: 2456.934814
	Iteration 34Q: 3 clusters Score -367485.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -367492.656250 Penalty: 2456.934814
	Iteration 35Q: 3 clusters Score -367492.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -367497.406250 Penalty: 2456.934814
	Iteration 36Q: 3 clusters Score -367497.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -367502.406250 Penalty: 2456.934814
	Iteration 37Q: 3 clusters Score -367502.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -367508.156250 Penalty: 2456.934814
	Iteration 38Q: 3 clusters Score -367508.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -367509.906250 Penalty: 2456.934814
	Iteration 39Q: 3 clusters Score -367509.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -367512.718750 Penalty: 2456.934814
	Iteration 40F: 3 clusters Score -367512.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -367514.593750 Penalty: 2456.934814
	Iteration 41Q: 3 clusters Score -367514.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -367517.812500 Penalty: 2456.934814
	Iteration 42Q: 3 clusters Score -367517.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -367519.937500 Penalty: 2456.934814
	Iteration 43Q: 3 clusters Score -367519.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -367523.187500 Penalty: 2456.934814
	Iteration 44Q: 3 clusters Score -367523.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -367525.375000 Penalty: 2456.934814
	Iteration 45Q: 3 clusters Score -367525.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -367527.531250 Penalty: 2456.934814
	Iteration 46Q: 3 clusters Score -367527.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -367528.250000 Penalty: 2456.934814
	Iteration 47Q: 3 clusters Score -367528.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -367528.656250 Penalty: 2456.934814
	Iteration 48Q: 3 clusters Score -367528.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -367529.406250 Penalty: 2456.934814
	Iteration 49Q: 3 clusters Score -367529.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -367530.281250 Penalty: 2456.934814
	Iteration 50Q: 3 clusters Score -367530.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -367530.281250 Penalty: 2456.934814
	Iteration 51F: 3 clusters Score -367530.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Entering Unmasked Estep 
Score: -1089771.125000 Penalty: 1376.234619
	Iteration 0F: 2 clusters Score -1089771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1082799.125000 Penalty: 2752.469238
	Iteration 0F: 3 clusters Score -1082799 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1085013.375000 Penalty: 2752.469238
	Iteration 1F: 3 clusters Score -1085013 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1085281.500000 Penalty: 2752.469238
	Iteration 2F: 3 clusters Score -1085282 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1085454.250000 Penalty: 2752.469238
	Iteration 3Q: 3 clusters Score -1085454 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1085569.000000 Penalty: 2752.469238
	Iteration 4Q: 3 clusters Score -1085569 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1085650.375000 Penalty: 2752.469238
	Iteration 5Q: 3 clusters Score -1085650 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1085711.875000 Penalty: 2752.469238
	Iteration 6Q: 3 clusters Score -1085712 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1085767.500000 Penalty: 2752.469238
	Iteration 7Q: 3 clusters Score -1085768 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1085826.375000 Penalty: 2752.469238
	Iteration 8Q: 3 clusters Score -1085826 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1085886.250000 Penalty: 2752.469238
	Iteration 9Q: 3 clusters Score -1085886 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1085957.750000 Penalty: 2752.469238
	Iteration 10Q: 3 clusters Score -1085958 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1086038.000000 Penalty: 2752.469238
	Iteration 11Q: 3 clusters Score -1086038 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1086126.500000 Penalty: 2752.469238
	Iteration 12Q: 3 clusters Score -1086126 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1086221.750000 Penalty: 2752.469238
	Iteration 13Q: 3 clusters Score -1086222 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1086346.000000 Penalty: 2752.469238
	Iteration 14Q: 3 clusters Score -1086346 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1086476.750000 Penalty: 2752.469238
	Iteration 15Q: 3 clusters Score -1086477 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1086601.375000 Penalty: 2752.469238
	Iteration 16Q: 3 clusters Score -1086601 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1086719.250000 Penalty: 2752.469238
	Iteration 17Q: 3 clusters Score -1086719 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1086840.625000 Penalty: 2752.469238
	Iteration 18Q: 3 clusters Score -1086841 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1086975.125000 Penalty: 2752.469238
	Iteration 19Q: 3 clusters Score -1086975 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1087110.125000 Penalty: 2752.469238
	Iteration 20F: 3 clusters Score -1087110 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1087236.125000 Penalty: 2752.469238
	Iteration 21Q: 3 clusters Score -1087236 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1087346.750000 Penalty: 2752.469238
	Iteration 22Q: 3 clusters Score -1087347 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1087448.500000 Penalty: 2752.469238
	Iteration 23Q: 3 clusters Score -1087448 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1087541.250000 Penalty: 2752.469238
	Iteration 24Q: 3 clusters Score -1087541 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1087617.875000 Penalty: 2752.469238
	Iteration 25Q: 3 clusters Score -1087618 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1087681.375000 Penalty: 2752.469238
	Iteration 26Q: 3 clusters Score -1087681 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1087730.375000 Penalty: 2752.469238
	Iteration 27Q: 3 clusters Score -1087730 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1087767.750000 Penalty: 2752.469238
	Iteration 28Q: 3 clusters Score -1087768 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1087809.375000 Penalty: 2752.469238
	Iteration 29Q: 3 clusters Score -1087809 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1087847.875000 Penalty: 2752.469238
	Iteration 30Q: 3 clusters Score -1087848 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1087883.500000 Penalty: 2752.469238
	Iteration 31Q: 3 clusters Score -1087884 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1087919.750000 Penalty: 2752.469238
	Iteration 32Q: 3 clusters Score -1087920 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1087947.375000 Penalty: 2752.469238
	Iteration 33Q: 3 clusters Score -1087947 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1087974.500000 Penalty: 2752.469238
	Iteration 34Q: 3 clusters Score -1087974 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1088010.750000 Penalty: 2752.469238
	Iteration 35Q: 3 clusters Score -1088011 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1088059.375000 Penalty: 2752.469238
	Iteration 36Q: 3 clusters Score -1088059 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1088091.000000 Penalty: 2752.469238
	Iteration 37Q: 3 clusters Score -1088091 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1088120.625000 Penalty: 2752.469238
	Iteration 38Q: 3 clusters Score -1088121 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1088150.500000 Penalty: 2752.469238
	Iteration 39Q: 3 clusters Score -1088150 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1088166.750000 Penalty: 2752.469238
	Iteration 40F: 3 clusters Score -1088167 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1088188.375000 Penalty: 2752.469238
	Iteration 41Q: 3 clusters Score -1088188 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1088224.750000 Penalty: 2752.469238
	Iteration 42Q: 3 clusters Score -1088225 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1088257.250000 Penalty: 2752.469238
	Iteration 43Q: 3 clusters Score -1088257 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1088283.375000 Penalty: 2752.469238
	Iteration 44Q: 3 clusters Score -1088283 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1088306.000000 Penalty: 2752.469238
	Iteration 45Q: 3 clusters Score -1088306 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1088328.750000 Penalty: 2752.469238
	Iteration 46Q: 3 clusters Score -1088329 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1088347.125000 Penalty: 2752.469238
	Iteration 47Q: 3 clusters Score -1088347 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1088362.750000 Penalty: 2752.469238
	Iteration 48Q: 3 clusters Score -1088363 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1088378.125000 Penalty: 2752.469238
	Iteration 49Q: 3 clusters Score -1088378 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1088400.125000 Penalty: 2752.469238
	Iteration 50Q: 3 clusters Score -1088400 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1088419.000000 Penalty: 2752.469238
	Iteration 51Q: 3 clusters Score -1088419 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1088437.125000 Penalty: 2752.469238
	Iteration 52Q: 3 clusters Score -1088437 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1088452.375000 Penalty: 2752.469238
	Iteration 53Q: 3 clusters Score -1088452 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1088467.250000 Penalty: 2752.469238
	Iteration 54Q: 3 clusters Score -1088467 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1088473.625000 Penalty: 2752.469238
	Iteration 55Q: 3 clusters Score -1088474 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1088480.875000 Penalty: 2752.469238
	Iteration 56Q: 3 clusters Score -1088481 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1088486.625000 Penalty: 2752.469238
	Iteration 57Q: 3 clusters Score -1088487 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1088490.625000 Penalty: 2752.469238
	Iteration 58Q: 3 clusters Score -1088491 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1088497.500000 Penalty: 2752.469238
	Iteration 59Q: 3 clusters Score -1088498 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1088504.750000 Penalty: 2752.469238
	Iteration 60F: 3 clusters Score -1088505 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1088514.875000 Penalty: 2752.469238
	Iteration 61Q: 3 clusters Score -1088515 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1088520.000000 Penalty: 2752.469238
	Iteration 62Q: 3 clusters Score -1088520 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1088527.375000 Penalty: 2752.469238
	Iteration 63Q: 3 clusters Score -1088527 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1088536.250000 Penalty: 2752.469238
	Iteration 64Q: 3 clusters Score -1088536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1088540.375000 Penalty: 2752.469238
	Iteration 65Q: 3 clusters Score -1088540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1088544.750000 Penalty: 2752.469238
	Iteration 66Q: 3 clusters Score -1088545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1088546.750000 Penalty: 2752.469238
	Iteration 67Q: 3 clusters Score -1088547 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1088552.500000 Penalty: 2752.469238
	Iteration 68Q: 3 clusters Score -1088552 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1088557.750000 Penalty: 2752.469238
	Iteration 69Q: 3 clusters Score -1088558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1088561.500000 Penalty: 2752.469238
	Iteration 70Q: 3 clusters Score -1088562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1088564.375000 Penalty: 2752.469238
	Iteration 71Q: 3 clusters Score -1088564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1088567.750000 Penalty: 2752.469238
	Iteration 72Q: 3 clusters Score -1088568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1088570.125000 Penalty: 2752.469238
	Iteration 73Q: 3 clusters Score -1088570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1088569.750000 Penalty: 2752.469238
	Iteration 74Q: 3 clusters Score -1088570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1088573.250000 Penalty: 2752.469238
	Iteration 75Q: 3 clusters Score -1088573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1088574.875000 Penalty: 2752.469238
	Iteration 76Q: 3 clusters Score -1088575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1088573.875000 Penalty: 2752.469238
	Iteration 77Q: 3 clusters Score -1088574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1088575.625000 Penalty: 2752.469238
	Iteration 78Q: 3 clusters Score -1088576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1088576.875000 Penalty: 2752.469238
	Iteration 79Q: 3 clusters Score -1088577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1088577.625000 Penalty: 2752.469238
	Iteration 80F: 3 clusters Score -1088578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1088577.875000 Penalty: 2752.469238
	Iteration 81Q: 3 clusters Score -1088578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1088577.875000 Penalty: 2752.469238
	Iteration 82F: 3 clusters Score -1088578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Entering Unmasked Estep 
Score: -1200892.000000 Penalty: 1397.044189
	Iteration 0F: 2 clusters Score -1200892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1192945.125000 Penalty: 2794.088379
	Iteration 0F: 3 clusters Score -1192945 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1195702.000000 Penalty: 2794.088379
	Iteration 1F: 3 clusters Score -1195702 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1196074.125000 Penalty: 2794.088379
	Iteration 2F: 3 clusters Score -1196074 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1196377.500000 Penalty: 2794.088379
	Iteration 3F: 3 clusters Score -1196378 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1196692.875000 Penalty: 2794.088379
	Iteration 4Q: 3 clusters Score -1196693 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1197048.750000 Penalty: 2794.088379
	Iteration 5F: 3 clusters Score -1197049 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1197421.875000 Penalty: 2794.088379
	Iteration 6Q: 3 clusters Score -1197422 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1197815.375000 Penalty: 2794.088379
	Iteration 7Q: 3 clusters Score -1197815 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1198240.625000 Penalty: 2794.088379
	Iteration 8Q: 3 clusters Score -1198241 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1198688.250000 Penalty: 2794.088379
	Iteration 9Q: 3 clusters Score -1198688 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1199044.875000 Penalty: 2794.088379
	Iteration 10Q: 3 clusters Score -1199045 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -1199310.625000 Penalty: 2794.088379
	Iteration 11Q: 3 clusters Score -1199311 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1199455.375000 Penalty: 2794.088379
	Iteration 12Q: 3 clusters Score -1199455 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -1199537.125000 Penalty: 2794.088379
	Iteration 13Q: 3 clusters Score -1199537 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1199613.750000 Penalty: 2794.088379
	Iteration 14Q: 3 clusters Score -1199614 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -1199668.500000 Penalty: 2794.088379
	Iteration 15Q: 3 clusters Score -1199668 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -1199704.625000 Penalty: 2794.088379
	Iteration 16Q: 3 clusters Score -1199705 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1199728.250000 Penalty: 2794.088379
	Iteration 17Q: 3 clusters Score -1199728 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1199745.125000 Penalty: 2794.088379
	Iteration 18Q: 3 clusters Score -1199745 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -1199761.750000 Penalty: 2794.088379
	Iteration 19Q: 3 clusters Score -1199762 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -1199779.875000 Penalty: 2794.088379
	Iteration 20F: 3 clusters Score -1199780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1199788.500000 Penalty: 2794.088379
	Iteration 21Q: 3 clusters Score -1199788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1199798.375000 Penalty: 2794.088379
	Iteration 22Q: 3 clusters Score -1199798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -1199810.625000 Penalty: 2794.088379
	Iteration 23Q: 3 clusters Score -1199811 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -1199820.250000 Penalty: 2794.088379
	Iteration 24Q: 3 clusters Score -1199820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -1199822.500000 Penalty: 2794.088379
	Iteration 25Q: 3 clusters Score -1199822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1199830.000000 Penalty: 2794.088379
	Iteration 26Q: 3 clusters Score -1199830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -1199835.250000 Penalty: 2794.088379
	Iteration 27Q: 3 clusters Score -1199835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1199838.000000 Penalty: 2794.088379
	Iteration 28Q: 3 clusters Score -1199838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -1199843.625000 Penalty: 2794.088379
	Iteration 29Q: 3 clusters Score -1199844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1199850.250000 Penalty: 2794.088379
	Iteration 30Q: 3 clusters Score -1199850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -1199854.250000 Penalty: 2794.088379
	Iteration 31Q: 3 clusters Score -1199854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1199856.250000 Penalty: 2794.088379
	Iteration 32Q: 3 clusters Score -1199856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1199860.000000 Penalty: 2794.088379
	Iteration 33Q: 3 clusters Score -1199860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -1199863.500000 Penalty: 2794.088379
	Iteration 34Q: 3 clusters Score -1199864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -1199867.125000 Penalty: 2794.088379
	Iteration 35Q: 3 clusters Score -1199867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -1199870.625000 Penalty: 2794.088379
	Iteration 36Q: 3 clusters Score -1199871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1199872.750000 Penalty: 2794.088379
	Iteration 37Q: 3 clusters Score -1199873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1199872.750000 Penalty: 2794.088379
	Iteration 38F: 3 clusters Score -1199873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Entering Unmasked Estep 
Score: -678005.125000 Penalty: 1320.163574
	Iteration 0F: 2 clusters Score -678005.1 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 3549 members 
Entering Unmasked Estep 
Score: -672909.625000 Penalty: 2640.327148
	Iteration 0F: 3 clusters Score -672909.6 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -674533.125000 Penalty: 2640.327148
	Iteration 1F: 3 clusters Score -674533.1 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -674944.375000 Penalty: 2640.327148
	Iteration 2F: 3 clusters Score -674944.4 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -675248.750000 Penalty: 2640.327148
	Iteration 3F: 3 clusters Score -675248.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -675499.812500 Penalty: 2640.327148
	Iteration 4F: 3 clusters Score -675499.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -675696.562500 Penalty: 2640.327148
	Iteration 5Q: 3 clusters Score -675696.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -675895.875000 Penalty: 2640.327148
	Iteration 6Q: 3 clusters Score -675895.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -676072.125000 Penalty: 2640.327148
	Iteration 7Q: 3 clusters Score -676072.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -676268.625000 Penalty: 2640.327148
	Iteration 8Q: 3 clusters Score -676268.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -676490.312500 Penalty: 2640.327148
	Iteration 9Q: 3 clusters Score -676490.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -676694.875000 Penalty: 2640.327148
	Iteration 10Q: 3 clusters Score -676694.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -676912.875000 Penalty: 2640.327148
	Iteration 11Q: 3 clusters Score -676912.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -677114.875000 Penalty: 2640.327148
	Iteration 12Q: 3 clusters Score -677114.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -677287.437500 Penalty: 2640.327148
	Iteration 13Q: 3 clusters Score -677287.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -677447.500000 Penalty: 2640.327148
	Iteration 14Q: 3 clusters Score -677447.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -677537.875000 Penalty: 2640.327148
	Iteration 15Q: 3 clusters Score -677537.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -677579.062500 Penalty: 2640.327148
	Iteration 16Q: 3 clusters Score -677579.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -677610.062500 Penalty: 2640.327148
	Iteration 17Q: 3 clusters Score -677610.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -677638.000000 Penalty: 2640.327148
	Iteration 18Q: 3 clusters Score -677638 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -677670.312500 Penalty: 2640.327148
	Iteration 19Q: 3 clusters Score -677670.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -677693.750000 Penalty: 2640.327148
	Iteration 20F: 3 clusters Score -677693.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -677718.062500 Penalty: 2640.327148
	Iteration 21Q: 3 clusters Score -677718.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -677734.062500 Penalty: 2640.327148
	Iteration 22Q: 3 clusters Score -677734.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -677745.062500 Penalty: 2640.327148
	Iteration 23Q: 3 clusters Score -677745.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -677760.187500 Penalty: 2640.327148
	Iteration 24Q: 3 clusters Score -677760.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -677771.437500 Penalty: 2640.327148
	Iteration 25Q: 3 clusters Score -677771.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -677777.125000 Penalty: 2640.327148
	Iteration 26Q: 3 clusters Score -677777.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -677785.875000 Penalty: 2640.327148
	Iteration 27Q: 3 clusters Score -677785.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -677790.187500 Penalty: 2640.327148
	Iteration 28Q: 3 clusters Score -677790.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -677794.375000 Penalty: 2640.327148
	Iteration 29Q: 3 clusters Score -677794.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -677799.125000 Penalty: 2640.327148
	Iteration 30Q: 3 clusters Score -677799.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -677803.937500 Penalty: 2640.327148
	Iteration 31Q: 3 clusters Score -677803.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -677807.250000 Penalty: 2640.327148
	Iteration 32Q: 3 clusters Score -677807.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -677811.562500 Penalty: 2640.327148
	Iteration 33Q: 3 clusters Score -677811.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -677811.937500 Penalty: 2640.327148
	Iteration 34Q: 3 clusters Score -677811.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -677812.562500 Penalty: 2640.327148
	Iteration 35Q: 3 clusters Score -677812.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -677812.562500 Penalty: 2640.327148
	Iteration 36F: 3 clusters Score -677812.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (24427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24427 members 
Entering Unmasked Estep 
Score: -2390123.250000 Penalty: 1503.392456
	Iteration 0F: 2 clusters Score -2390123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -2374202.250000 Penalty: 3006.784912
	Iteration 0F: 3 clusters Score -2374202 nChanged 11010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -2380204.500000 Penalty: 3006.784912
	Iteration 1F: 3 clusters Score -2380204 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -2380830.250000 Penalty: 3006.784912
	Iteration 2F: 3 clusters Score -2380830 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -2381502.250000 Penalty: 3006.784912
	Iteration 3F: 3 clusters Score -2381502 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -2382251.500000 Penalty: 3006.784912
	Iteration 4F: 3 clusters Score -2382252 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -2383097.250000 Penalty: 3006.784912
	Iteration 5F: 3 clusters Score -2383097 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -2384131.500000 Penalty: 3006.784912
	Iteration 6F: 3 clusters Score -2384132 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -2385318.250000 Penalty: 3006.784912
	Iteration 7F: 3 clusters Score -2385318 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -2386564.750000 Penalty: 3006.784912
	Iteration 8F: 3 clusters Score -2386565 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -2387602.750000 Penalty: 3006.784912
	Iteration 9F: 3 clusters Score -2387603 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -2388312.250000 Penalty: 3006.784912
	Iteration 10Q: 3 clusters Score -2388312 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -2388666.500000 Penalty: 3006.784912
	Iteration 11Q: 3 clusters Score -2388666 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -2388877.750000 Penalty: 3006.784912
	Iteration 12Q: 3 clusters Score -2388878 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -2389017.000000 Penalty: 3006.784912
	Iteration 13Q: 3 clusters Score -2389017 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -2389119.750000 Penalty: 3006.784912
	Iteration 14Q: 3 clusters Score -2389120 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -2389192.500000 Penalty: 3006.784912
	Iteration 15Q: 3 clusters Score -2389192 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -2389262.750000 Penalty: 3006.784912
	Iteration 16Q: 3 clusters Score -2389263 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -2389303.500000 Penalty: 3006.784912
	Iteration 17Q: 3 clusters Score -2389304 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -2389333.250000 Penalty: 3006.784912
	Iteration 18Q: 3 clusters Score -2389333 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -2389358.250000 Penalty: 3006.784912
	Iteration 19Q: 3 clusters Score -2389358 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -2389378.000000 Penalty: 3006.784912
	Iteration 20F: 3 clusters Score -2389378 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -2389394.750000 Penalty: 3006.784912
	Iteration 21Q: 3 clusters Score -2389395 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -2389416.000000 Penalty: 3006.784912
	Iteration 22Q: 3 clusters Score -2389416 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -2389419.500000 Penalty: 3006.784912
	Iteration 23Q: 3 clusters Score -2389420 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -2389426.500000 Penalty: 3006.784912
	Iteration 24Q: 3 clusters Score -2389426 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -2389432.250000 Penalty: 3006.784912
	Iteration 25Q: 3 clusters Score -2389432 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -2389440.750000 Penalty: 3006.784912
	Iteration 26Q: 3 clusters Score -2389441 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -2389439.250000 Penalty: 3006.784912
	Iteration 27Q: 3 clusters Score -2389439 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -2389441.250000 Penalty: 3006.784912
	Iteration 28Q: 3 clusters Score -2389441 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -2389437.750000 Penalty: 3006.784912
	Iteration 29Q: 3 clusters Score -2389438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -2389443.000000 Penalty: 3006.784912
	Iteration 30Q: 3 clusters Score -2389443 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -2389443.250000 Penalty: 3006.784912
	Iteration 31Q: 3 clusters Score -2389443 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -2389445.750000 Penalty: 3006.784912
	Iteration 32Q: 3 clusters Score -2389446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -2389447.500000 Penalty: 3006.784912
	Iteration 33Q: 3 clusters Score -2389448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -2389445.500000 Penalty: 3006.784912
	Iteration 34Q: 3 clusters Score -2389446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -2389448.250000 Penalty: 3006.784912
	Iteration 35Q: 3 clusters Score -2389448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -2389454.250000 Penalty: 3006.784912
	Iteration 36Q: 3 clusters Score -2389454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -2389456.250000 Penalty: 3006.784912
	Iteration 37Q: 3 clusters Score -2389456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -2389458.500000 Penalty: 3006.784912
	Iteration 38Q: 3 clusters Score -2389458 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -2389454.250000 Penalty: 3006.784912
	Iteration 39Q: 3 clusters Score -2389454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -2389459.000000 Penalty: 3006.784912
	Iteration 40F: 3 clusters Score -2389459 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -2389461.750000 Penalty: 3006.784912
	Iteration 41Q: 3 clusters Score -2389462 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -2389459.000000 Penalty: 3006.784912
	Iteration 42Q: 3 clusters Score -2389459 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -2389460.000000 Penalty: 3006.784912
	Iteration 43Q: 3 clusters Score -2389460 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -2389463.500000 Penalty: 3006.784912
	Iteration 44Q: 3 clusters Score -2389464 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -2389466.750000 Penalty: 3006.784912
	Iteration 45Q: 3 clusters Score -2389467 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -2389462.250000 Penalty: 3006.784912
	Iteration 46Q: 3 clusters Score -2389462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -2389462.500000 Penalty: 3006.784912
	Iteration 47Q: 3 clusters Score -2389462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -2389464.750000 Penalty: 3006.784912
	Iteration 48Q: 3 clusters Score -2389465 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -2389464.500000 Penalty: 3006.784912
	Iteration 49Q: 3 clusters Score -2389464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -2389463.000000 Penalty: 3006.784912
	Iteration 50Q: 3 clusters Score -2389463 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -2389466.000000 Penalty: 3006.784912
	Iteration 51Q: 3 clusters Score -2389466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -2389468.000000 Penalty: 3006.784912
	Iteration 52Q: 3 clusters Score -2389468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -2389468.250000 Penalty: 3006.784912
	Iteration 53Q: 3 clusters Score -2389468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -2389473.250000 Penalty: 3006.784912
	Iteration 54Q: 3 clusters Score -2389473 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -2389470.500000 Penalty: 3006.784912
	Iteration 55Q: 3 clusters Score -2389470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -2389465.250000 Penalty: 3006.784912
	Iteration 56Q: 3 clusters Score -2389465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -2389469.000000 Penalty: 3006.784912
	Iteration 57Q: 3 clusters Score -2389469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -2389470.750000 Penalty: 3006.784912
	Iteration 58Q: 3 clusters Score -2389471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -2389468.500000 Penalty: 3006.784912
	Iteration 59Q: 3 clusters Score -2389468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -2389466.750000 Penalty: 3006.784912
	Iteration 60F: 3 clusters Score -2389467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -2389469.250000 Penalty: 3006.784912
	Iteration 61Q: 3 clusters Score -2389469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -2389469.500000 Penalty: 3006.784912
	Iteration 62Q: 3 clusters Score -2389470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -2389471.500000 Penalty: 3006.784912
	Iteration 63Q: 3 clusters Score -2389472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -2389480.500000 Penalty: 3006.784912
	Iteration 64Q: 3 clusters Score -2389480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -2389477.750000 Penalty: 3006.784912
	Iteration 65Q: 3 clusters Score -2389478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -2389480.000000 Penalty: 3006.784912
	Iteration 66Q: 3 clusters Score -2389480 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -2389489.750000 Penalty: 3006.784912
	Iteration 67Q: 3 clusters Score -2389490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -2389494.250000 Penalty: 3006.784912
	Iteration 68Q: 3 clusters Score -2389494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -2389495.500000 Penalty: 3006.784912
	Iteration 69Q: 3 clusters Score -2389496 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -2389496.250000 Penalty: 3006.784912
	Iteration 70Q: 3 clusters Score -2389496 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -2389496.500000 Penalty: 3006.784912
	Iteration 71Q: 3 clusters Score -2389496 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -2389498.750000 Penalty: 3006.784912
	Iteration 72Q: 3 clusters Score -2389499 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -2389494.000000 Penalty: 3006.784912
	Iteration 73Q: 3 clusters Score -2389494 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -2389503.000000 Penalty: 3006.784912
	Iteration 74Q: 3 clusters Score -2389503 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -2389509.000000 Penalty: 3006.784912
	Iteration 75Q: 3 clusters Score -2389509 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -2389508.500000 Penalty: 3006.784912
	Iteration 76Q: 3 clusters Score -2389508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -2389508.250000 Penalty: 3006.784912
	Iteration 77Q: 3 clusters Score -2389508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -2389509.000000 Penalty: 3006.784912
	Iteration 78Q: 3 clusters Score -2389509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -2389509.250000 Penalty: 3006.784912
	Iteration 79Q: 3 clusters Score -2389509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -2389509.500000 Penalty: 3006.784912
	Iteration 80F: 3 clusters Score -2389510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -2389507.500000 Penalty: 3006.784912
	Iteration 81Q: 3 clusters Score -2389508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -2389507.750000 Penalty: 3006.784912
	Iteration 82Q: 3 clusters Score -2389508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -2389509.250000 Penalty: 3006.784912
	Iteration 83Q: 3 clusters Score -2389509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -2389513.500000 Penalty: 3006.784912
	Iteration 84Q: 3 clusters Score -2389514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -2389515.500000 Penalty: 3006.784912
	Iteration 85Q: 3 clusters Score -2389516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -2389516.500000 Penalty: 3006.784912
	Iteration 86Q: 3 clusters Score -2389516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -2389516.500000 Penalty: 3006.784912
	Iteration 87F: 3 clusters Score -2389516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Entering Unmasked Estep 
Score: -418266.187500 Penalty: 1234.489014
	Iteration 0F: 2 clusters Score -418266.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -415140.125000 Penalty: 2468.978027
	Iteration 0F: 3 clusters Score -415140.1 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -416070.187500 Penalty: 2468.978027
	Iteration 1F: 3 clusters Score -416070.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -416238.437500 Penalty: 2468.978027
	Iteration 2F: 3 clusters Score -416238.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -416335.781250 Penalty: 2468.978027
	Iteration 3Q: 3 clusters Score -416335.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -416395.750000 Penalty: 2468.978027
	Iteration 4Q: 3 clusters Score -416395.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -416444.000000 Penalty: 2468.978027
	Iteration 5Q: 3 clusters Score -416444 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -416480.031250 Penalty: 2468.978027
	Iteration 6Q: 3 clusters Score -416480 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -416514.031250 Penalty: 2468.978027
	Iteration 7Q: 3 clusters Score -416514 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -416540.406250 Penalty: 2468.978027
	Iteration 8Q: 3 clusters Score -416540.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -416572.625000 Penalty: 2468.978027
	Iteration 9Q: 3 clusters Score -416572.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -416599.468750 Penalty: 2468.978027
	Iteration 10Q: 3 clusters Score -416599.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -416624.093750 Penalty: 2468.978027
	Iteration 11Q: 3 clusters Score -416624.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -416647.781250 Penalty: 2468.978027
	Iteration 12Q: 3 clusters Score -416647.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -416675.625000 Penalty: 2468.978027
	Iteration 13Q: 3 clusters Score -416675.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -416699.093750 Penalty: 2468.978027
	Iteration 14Q: 3 clusters Score -416699.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -416725.093750 Penalty: 2468.978027
	Iteration 15Q: 3 clusters Score -416725.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -416758.656250 Penalty: 2468.978027
	Iteration 16Q: 3 clusters Score -416758.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -416786.437500 Penalty: 2468.978027
	Iteration 17Q: 3 clusters Score -416786.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -416805.500000 Penalty: 2468.978027
	Iteration 18Q: 3 clusters Score -416805.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -416818.937500 Penalty: 2468.978027
	Iteration 19Q: 3 clusters Score -416818.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -416834.406250 Penalty: 2468.978027
	Iteration 20F: 3 clusters Score -416834.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -416852.343750 Penalty: 2468.978027
	Iteration 21Q: 3 clusters Score -416852.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -416871.937500 Penalty: 2468.978027
	Iteration 22Q: 3 clusters Score -416871.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -416899.093750 Penalty: 2468.978027
	Iteration 23Q: 3 clusters Score -416899.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -416924.500000 Penalty: 2468.978027
	Iteration 24Q: 3 clusters Score -416924.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -416953.031250 Penalty: 2468.978027
	Iteration 25Q: 3 clusters Score -416953 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -416984.031250 Penalty: 2468.978027
	Iteration 26Q: 3 clusters Score -416984 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -417025.437500 Penalty: 2468.978027
	Iteration 27Q: 3 clusters Score -417025.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -417058.812500 Penalty: 2468.978027
	Iteration 28Q: 3 clusters Score -417058.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -417092.937500 Penalty: 2468.978027
	Iteration 29Q: 3 clusters Score -417092.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -417108.406250 Penalty: 2468.978027
	Iteration 30Q: 3 clusters Score -417108.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -417123.281250 Penalty: 2468.978027
	Iteration 31Q: 3 clusters Score -417123.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -417145.312500 Penalty: 2468.978027
	Iteration 32Q: 3 clusters Score -417145.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -417164.156250 Penalty: 2468.978027
	Iteration 33Q: 3 clusters Score -417164.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -417178.281250 Penalty: 2468.978027
	Iteration 34Q: 3 clusters Score -417178.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -417191.781250 Penalty: 2468.978027
	Iteration 35Q: 3 clusters Score -417191.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -417204.750000 Penalty: 2468.978027
	Iteration 36Q: 3 clusters Score -417204.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -417215.968750 Penalty: 2468.978027
	Iteration 37Q: 3 clusters Score -417216 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -417224.125000 Penalty: 2468.978027
	Iteration 38Q: 3 clusters Score -417224.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -417228.500000 Penalty: 2468.978027
	Iteration 39Q: 3 clusters Score -417228.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -417234.437500 Penalty: 2468.978027
	Iteration 40F: 3 clusters Score -417234.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -417238.062500 Penalty: 2468.978027
	Iteration 41Q: 3 clusters Score -417238.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -417244.937500 Penalty: 2468.978027
	Iteration 42Q: 3 clusters Score -417244.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -417250.156250 Penalty: 2468.978027
	Iteration 43Q: 3 clusters Score -417250.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -417254.281250 Penalty: 2468.978027
	Iteration 44Q: 3 clusters Score -417254.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -417255.968750 Penalty: 2468.978027
	Iteration 45Q: 3 clusters Score -417256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -417256.781250 Penalty: 2468.978027
	Iteration 46Q: 3 clusters Score -417256.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -417256.781250 Penalty: 2468.978027
	Iteration 47F: 3 clusters Score -417256.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Entering Unmasked Estep 
Score: -421897.031250 Penalty: 1251.349731
	Iteration 0F: 2 clusters Score -421897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -418544.875000 Penalty: 2502.699463
	Iteration 0F: 3 clusters Score -418544.9 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -419487.468750 Penalty: 2502.699463
	Iteration 1F: 3 clusters Score -419487.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -419706.468750 Penalty: 2502.699463
	Iteration 2F: 3 clusters Score -419706.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -419902.718750 Penalty: 2502.699463
	Iteration 3F: 3 clusters Score -419902.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -420082.093750 Penalty: 2502.699463
	Iteration 4F: 3 clusters Score -420082.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -420234.281250 Penalty: 2502.699463
	Iteration 5Q: 3 clusters Score -420234.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -420364.906250 Penalty: 2502.699463
	Iteration 6Q: 3 clusters Score -420364.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -420491.437500 Penalty: 2502.699463
	Iteration 7Q: 3 clusters Score -420491.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -420602.781250 Penalty: 2502.699463
	Iteration 8Q: 3 clusters Score -420602.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -420715.656250 Penalty: 2502.699463
	Iteration 9Q: 3 clusters Score -420715.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -420819.875000 Penalty: 2502.699463
	Iteration 10Q: 3 clusters Score -420819.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -420907.781250 Penalty: 2502.699463
	Iteration 11Q: 3 clusters Score -420907.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -420968.000000 Penalty: 2502.699463
	Iteration 12Q: 3 clusters Score -420968 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -421019.281250 Penalty: 2502.699463
	Iteration 13Q: 3 clusters Score -421019.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -421062.843750 Penalty: 2502.699463
	Iteration 14Q: 3 clusters Score -421062.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -421098.187500 Penalty: 2502.699463
	Iteration 15Q: 3 clusters Score -421098.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -421133.093750 Penalty: 2502.699463
	Iteration 16Q: 3 clusters Score -421133.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -421153.250000 Penalty: 2502.699463
	Iteration 17Q: 3 clusters Score -421153.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -421169.062500 Penalty: 2502.699463
	Iteration 18Q: 3 clusters Score -421169.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -421184.031250 Penalty: 2502.699463
	Iteration 19Q: 3 clusters Score -421184 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -421196.187500 Penalty: 2502.699463
	Iteration 20F: 3 clusters Score -421196.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -421204.562500 Penalty: 2502.699463
	Iteration 21Q: 3 clusters Score -421204.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -421212.500000 Penalty: 2502.699463
	Iteration 22Q: 3 clusters Score -421212.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -421217.906250 Penalty: 2502.699463
	Iteration 23Q: 3 clusters Score -421217.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -421226.843750 Penalty: 2502.699463
	Iteration 24Q: 3 clusters Score -421226.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -421233.562500 Penalty: 2502.699463
	Iteration 25Q: 3 clusters Score -421233.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -421242.281250 Penalty: 2502.699463
	Iteration 26Q: 3 clusters Score -421242.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -421251.875000 Penalty: 2502.699463
	Iteration 27Q: 3 clusters Score -421251.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -421259.375000 Penalty: 2502.699463
	Iteration 28Q: 3 clusters Score -421259.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -421265.468750 Penalty: 2502.699463
	Iteration 29Q: 3 clusters Score -421265.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -421272.937500 Penalty: 2502.699463
	Iteration 30Q: 3 clusters Score -421272.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -421279.156250 Penalty: 2502.699463
	Iteration 31Q: 3 clusters Score -421279.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -421285.812500 Penalty: 2502.699463
	Iteration 32Q: 3 clusters Score -421285.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -421294.312500 Penalty: 2502.699463
	Iteration 33Q: 3 clusters Score -421294.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -421298.625000 Penalty: 2502.699463
	Iteration 34Q: 3 clusters Score -421298.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -421305.625000 Penalty: 2502.699463
	Iteration 35Q: 3 clusters Score -421305.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -421311.437500 Penalty: 2502.699463
	Iteration 36Q: 3 clusters Score -421311.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -421321.718750 Penalty: 2502.699463
	Iteration 37Q: 3 clusters Score -421321.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -421326.812500 Penalty: 2502.699463
	Iteration 38Q: 3 clusters Score -421326.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -421331.062500 Penalty: 2502.699463
	Iteration 39Q: 3 clusters Score -421331.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -421334.125000 Penalty: 2502.699463
	Iteration 40F: 3 clusters Score -421334.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -421337.062500 Penalty: 2502.699463
	Iteration 41Q: 3 clusters Score -421337.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -421338.000000 Penalty: 2502.699463
	Iteration 42Q: 3 clusters Score -421338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -421339.625000 Penalty: 2502.699463
	Iteration 43Q: 3 clusters Score -421339.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -421340.500000 Penalty: 2502.699463
	Iteration 44Q: 3 clusters Score -421340.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -421341.406250 Penalty: 2502.699463
	Iteration 45Q: 3 clusters Score -421341.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -421341.875000 Penalty: 2502.699463
	Iteration 46Q: 3 clusters Score -421341.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -421342.593750 Penalty: 2502.699463
	Iteration 47Q: 3 clusters Score -421342.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -421344.468750 Penalty: 2502.699463
	Iteration 48Q: 3 clusters Score -421344.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -421345.156250 Penalty: 2502.699463
	Iteration 49Q: 3 clusters Score -421345.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -421345.156250 Penalty: 2502.699463
	Iteration 50F: 3 clusters Score -421345.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Entering Unmasked Estep 
Score: -296912.718750 Penalty: 1183.923706
	Iteration 0F: 2 clusters Score -296912.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -294501.781250 Penalty: 2367.847412
	Iteration 0F: 3 clusters Score -294501.8 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -295072.468750 Penalty: 2367.847412
	Iteration 1F: 3 clusters Score -295072.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -295225.406250 Penalty: 2367.847412
	Iteration 2F: 3 clusters Score -295225.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -295315.843750 Penalty: 2367.847412
	Iteration 3Q: 3 clusters Score -295315.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -295382.343750 Penalty: 2367.847412
	Iteration 4Q: 3 clusters Score -295382.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -295431.406250 Penalty: 2367.847412
	Iteration 5Q: 3 clusters Score -295431.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -295462.687500 Penalty: 2367.847412
	Iteration 6Q: 3 clusters Score -295462.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -295488.781250 Penalty: 2367.847412
	Iteration 7Q: 3 clusters Score -295488.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -295504.156250 Penalty: 2367.847412
	Iteration 8Q: 3 clusters Score -295504.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -295513.718750 Penalty: 2367.847412
	Iteration 9Q: 3 clusters Score -295513.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -295519.406250 Penalty: 2367.847412
	Iteration 10Q: 3 clusters Score -295519.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -295525.562500 Penalty: 2367.847412
	Iteration 11Q: 3 clusters Score -295525.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -295528.093750 Penalty: 2367.847412
	Iteration 12Q: 3 clusters Score -295528.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -295532.375000 Penalty: 2367.847412
	Iteration 13Q: 3 clusters Score -295532.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -295535.156250 Penalty: 2367.847412
	Iteration 14Q: 3 clusters Score -295535.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -295537.125000 Penalty: 2367.847412
	Iteration 15Q: 3 clusters Score -295537.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -295539.125000 Penalty: 2367.847412
	Iteration 16Q: 3 clusters Score -295539.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -295540.843750 Penalty: 2367.847412
	Iteration 17Q: 3 clusters Score -295540.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -295541.218750 Penalty: 2367.847412
	Iteration 18Q: 3 clusters Score -295541.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -295541.750000 Penalty: 2367.847412
	Iteration 19Q: 3 clusters Score -295541.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -295542.031250 Penalty: 2367.847412
	Iteration 20F: 3 clusters Score -295542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -295543.718750 Penalty: 2367.847412
	Iteration 21Q: 3 clusters Score -295543.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -295544.156250 Penalty: 2367.847412
	Iteration 22Q: 3 clusters Score -295544.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -295544.656250 Penalty: 2367.847412
	Iteration 23Q: 3 clusters Score -295544.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -295544.656250 Penalty: 2367.847412
	Iteration 24F: 3 clusters Score -295544.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (37917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37917 members 
Entering Unmasked Estep 
Score: -3935814.750000 Penalty: 1568.821411
	Iteration 0F: 2 clusters Score -3935815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -3911307.250000 Penalty: 3137.642822
	Iteration 0F: 3 clusters Score -3911307 nChanged 17304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -3920657.250000 Penalty: 3137.642822
	Iteration 1F: 3 clusters Score -3920657 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -3921292.500000 Penalty: 3137.642822
	Iteration 2Q: 3 clusters Score -3921292 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 21272 members 
Entering Unmasked Estep 
Score: -3922120.000000 Penalty: 3137.642822
	Iteration 3F: 3 clusters Score -3922120 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 22502 members 
Entering Unmasked Estep 
Score: -3923270.500000 Penalty: 3137.642822
	Iteration 4F: 3 clusters Score -3923270 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -3924812.500000 Penalty: 3137.642822
	Iteration 5F: 3 clusters Score -3924812 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -3926623.500000 Penalty: 3137.642822
	Iteration 6F: 3 clusters Score -3926624 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 28079 members 
Entering Unmasked Estep 
Score: -3928360.500000 Penalty: 3137.642822
	Iteration 7F: 3 clusters Score -3928360 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 29824 members 
Entering Unmasked Estep 
Score: -3929727.750000 Penalty: 3137.642822
	Iteration 8F: 3 clusters Score -3929728 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 31345 members 
Entering Unmasked Estep 
Score: -3930834.750000 Penalty: 3137.642822
	Iteration 9Q: 3 clusters Score -3930835 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 32570 members 
Entering Unmasked Estep 
Score: -3931656.750000 Penalty: 3137.642822
	Iteration 10Q: 3 clusters Score -3931657 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 33598 members 
Entering Unmasked Estep 
Score: -3932370.500000 Penalty: 3137.642822
	Iteration 11Q: 3 clusters Score -3932370 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 34422 members 
Entering Unmasked Estep 
Score: -3932998.000000 Penalty: 3137.642822
	Iteration 12Q: 3 clusters Score -3932998 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 35063 members 
Entering Unmasked Estep 
Score: -3933501.250000 Penalty: 3137.642822
	Iteration 13Q: 3 clusters Score -3933501 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 35495 members 
Entering Unmasked Estep 
Score: -3933814.750000 Penalty: 3137.642822
	Iteration 14Q: 3 clusters Score -3933815 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 35803 members 
Entering Unmasked Estep 
Score: -3934038.000000 Penalty: 3137.642822
	Iteration 15Q: 3 clusters Score -3934038 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 36012 members 
Entering Unmasked Estep 
Score: -3934200.500000 Penalty: 3137.642822
	Iteration 16Q: 3 clusters Score -3934200 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 36160 members 
Entering Unmasked Estep 
Score: -3934289.500000 Penalty: 3137.642822
	Iteration 17Q: 3 clusters Score -3934290 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 36265 members 
Entering Unmasked Estep 
Score: -3934353.000000 Penalty: 3137.642822
	Iteration 18Q: 3 clusters Score -3934353 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 36353 members 
Entering Unmasked Estep 
Score: -3934410.500000 Penalty: 3137.642822
	Iteration 19Q: 3 clusters Score -3934410 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 36453 members 
Entering Unmasked Estep 
Score: -3934462.000000 Penalty: 3137.642822
	Iteration 20F: 3 clusters Score -3934462 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 36527 members 
Entering Unmasked Estep 
Score: -3934493.000000 Penalty: 3137.642822
	Iteration 21Q: 3 clusters Score -3934493 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 36590 members 
Entering Unmasked Estep 
Score: -3934526.750000 Penalty: 3137.642822
	Iteration 22Q: 3 clusters Score -3934527 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 36658 members 
Entering Unmasked Estep 
Score: -3934563.500000 Penalty: 3137.642822
	Iteration 23Q: 3 clusters Score -3934564 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 36703 members 
Entering Unmasked Estep 
Score: -3934598.000000 Penalty: 3137.642822
	Iteration 24Q: 3 clusters Score -3934598 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 36752 members 
Entering Unmasked Estep 
Score: -3934620.000000 Penalty: 3137.642822
	Iteration 25Q: 3 clusters Score -3934620 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 36797 members 
Entering Unmasked Estep 
Score: -3934648.250000 Penalty: 3137.642822
	Iteration 26Q: 3 clusters Score -3934648 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 36833 members 
Entering Unmasked Estep 
Score: -3934658.000000 Penalty: 3137.642822
	Iteration 27Q: 3 clusters Score -3934658 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 36864 members 
Entering Unmasked Estep 
Score: -3934680.250000 Penalty: 3137.642822
	Iteration 28Q: 3 clusters Score -3934680 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 36889 members 
Entering Unmasked Estep 
Score: -3934690.500000 Penalty: 3137.642822
	Iteration 29Q: 3 clusters Score -3934690 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 36916 members 
Entering Unmasked Estep 
Score: -3934718.000000 Penalty: 3137.642822
	Iteration 30Q: 3 clusters Score -3934718 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 36945 members 
Entering Unmasked Estep 
Score: -3934722.000000 Penalty: 3137.642822
	Iteration 31Q: 3 clusters Score -3934722 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 36963 members 
Entering Unmasked Estep 
Score: -3934724.750000 Penalty: 3137.642822
	Iteration 32Q: 3 clusters Score -3934725 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 36981 members 
Entering Unmasked Estep 
Score: -3934729.750000 Penalty: 3137.642822
	Iteration 33Q: 3 clusters Score -3934730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 36994 members 
Entering Unmasked Estep 
Score: -3934733.000000 Penalty: 3137.642822
	Iteration 34Q: 3 clusters Score -3934733 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 37005 members 
Entering Unmasked Estep 
Score: -3934740.250000 Penalty: 3137.642822
	Iteration 35Q: 3 clusters Score -3934740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 37012 members 
Entering Unmasked Estep 
Score: -3934741.250000 Penalty: 3137.642822
	Iteration 36Q: 3 clusters Score -3934741 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 37021 members 
Entering Unmasked Estep 
Score: -3934749.750000 Penalty: 3137.642822
	Iteration 37Q: 3 clusters Score -3934750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 37029 members 
Entering Unmasked Estep 
Score: -3934746.750000 Penalty: 3137.642822
	Iteration 38Q: 3 clusters Score -3934747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 37035 members 
Entering Unmasked Estep 
Score: -3934744.750000 Penalty: 3137.642822
	Iteration 39Q: 3 clusters Score -3934745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 37040 members 
Entering Unmasked Estep 
Score: -3934743.000000 Penalty: 3137.642822
	Iteration 40F: 3 clusters Score -3934743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 37047 members 
Entering Unmasked Estep 
Score: -3934753.250000 Penalty: 3137.642822
	Iteration 41Q: 3 clusters Score -3934753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 37052 members 
Entering Unmasked Estep 
Score: -3934761.500000 Penalty: 3137.642822
	Iteration 42Q: 3 clusters Score -3934762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 37055 members 
Entering Unmasked Estep 
Score: -3934763.750000 Penalty: 3137.642822
	Iteration 43Q: 3 clusters Score -3934764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 37058 members 
Entering Unmasked Estep 
Score: -3934765.750000 Penalty: 3137.642822
	Iteration 44Q: 3 clusters Score -3934766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 37061 members 
Entering Unmasked Estep 
Score: -3934769.500000 Penalty: 3137.642822
	Iteration 45Q: 3 clusters Score -3934770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 37063 members 
Entering Unmasked Estep 
Score: -3934770.000000 Penalty: 3137.642822
	Iteration 46Q: 3 clusters Score -3934770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 37067 members 
Entering Unmasked Estep 
Score: -3934771.250000 Penalty: 3137.642822
	Iteration 47Q: 3 clusters Score -3934771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 37070 members 
Entering Unmasked Estep 
Score: -3934767.250000 Penalty: 3137.642822
	Iteration 48Q: 3 clusters Score -3934767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 37072 members 
Entering Unmasked Estep 
Score: -3934766.000000 Penalty: 3137.642822
	Iteration 49Q: 3 clusters Score -3934766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 37073 members 
Entering Unmasked Estep 
Score: -3934770.500000 Penalty: 3137.642822
	Iteration 50Q: 3 clusters Score -3934770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 37072 members 
Entering Unmasked Estep 
Score: -3934770.500000 Penalty: 3137.642822
	Iteration 51Q: 3 clusters Score -3934770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 37072 members 
Entering Unmasked Estep 
Score: -3934770.500000 Penalty: 3137.642822
	Iteration 52F: 3 clusters Score -3934770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (35123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35123 members 
Entering Unmasked Estep 
Score: -3636422.500000 Penalty: 1557.431885
	Iteration 0F: 2 clusters Score -3636422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -3613518.750000 Penalty: 3114.863770
	Iteration 0F: 3 clusters Score -3613519 nChanged 15970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -3622579.500000 Penalty: 3114.863770
	Iteration 1F: 3 clusters Score -3622580 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -3623377.000000 Penalty: 3114.863770
	Iteration 2F: 3 clusters Score -3623377 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -3624393.750000 Penalty: 3114.863770
	Iteration 3F: 3 clusters Score -3624394 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -3625698.000000 Penalty: 3114.863770
	Iteration 4F: 3 clusters Score -3625698 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 25331 members 
Entering Unmasked Estep 
Score: -3627293.750000 Penalty: 3114.863770
	Iteration 5F: 3 clusters Score -3627294 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 27528 members 
Entering Unmasked Estep 
Score: -3629129.000000 Penalty: 3114.863770
	Iteration 6F: 3 clusters Score -3629129 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 29660 members 
Entering Unmasked Estep 
Score: -3631006.250000 Penalty: 3114.863770
	Iteration 7F: 3 clusters Score -3631006 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 31431 members 
Entering Unmasked Estep 
Score: -3632535.750000 Penalty: 3114.863770
	Iteration 8F: 3 clusters Score -3632536 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 32637 members 
Entering Unmasked Estep 
Score: -3633572.500000 Penalty: 3114.863770
	Iteration 9Q: 3 clusters Score -3633572 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 33390 members 
Entering Unmasked Estep 
Score: -3634224.500000 Penalty: 3114.863770
	Iteration 10Q: 3 clusters Score -3634224 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 33834 members 
Entering Unmasked Estep 
Score: -3634626.750000 Penalty: 3114.863770
	Iteration 11Q: 3 clusters Score -3634627 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 34082 members 
Entering Unmasked Estep 
Score: -3634844.750000 Penalty: 3114.863770
	Iteration 12Q: 3 clusters Score -3634845 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 34224 members 
Entering Unmasked Estep 
Score: -3634962.250000 Penalty: 3114.863770
	Iteration 13Q: 3 clusters Score -3634962 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 34299 members 
Entering Unmasked Estep 
Score: -3635021.250000 Penalty: 3114.863770
	Iteration 14Q: 3 clusters Score -3635021 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 34345 members 
Entering Unmasked Estep 
Score: -3635069.500000 Penalty: 3114.863770
	Iteration 15Q: 3 clusters Score -3635070 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 34381 members 
Entering Unmasked Estep 
Score: -3635106.750000 Penalty: 3114.863770
	Iteration 16Q: 3 clusters Score -3635107 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 34404 members 
Entering Unmasked Estep 
Score: -3635124.000000 Penalty: 3114.863770
	Iteration 17Q: 3 clusters Score -3635124 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 34420 members 
Entering Unmasked Estep 
Score: -3635134.500000 Penalty: 3114.863770
	Iteration 18Q: 3 clusters Score -3635134 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 34429 members 
Entering Unmasked Estep 
Score: -3635142.750000 Penalty: 3114.863770
	Iteration 19Q: 3 clusters Score -3635143 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 34444 members 
Entering Unmasked Estep 
Score: -3635160.000000 Penalty: 3114.863770
	Iteration 20F: 3 clusters Score -3635160 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 34464 members 
Entering Unmasked Estep 
Score: -3635176.000000 Penalty: 3114.863770
	Iteration 21Q: 3 clusters Score -3635176 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 34479 members 
Entering Unmasked Estep 
Score: -3635195.250000 Penalty: 3114.863770
	Iteration 22Q: 3 clusters Score -3635195 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 34495 members 
Entering Unmasked Estep 
Score: -3635207.500000 Penalty: 3114.863770
	Iteration 23Q: 3 clusters Score -3635208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 34507 members 
Entering Unmasked Estep 
Score: -3635211.750000 Penalty: 3114.863770
	Iteration 24Q: 3 clusters Score -3635212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 34510 members 
Entering Unmasked Estep 
Score: -3635222.500000 Penalty: 3114.863770
	Iteration 25Q: 3 clusters Score -3635222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 34512 members 
Entering Unmasked Estep 
Score: -3635223.500000 Penalty: 3114.863770
	Iteration 26Q: 3 clusters Score -3635224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 34514 members 
Entering Unmasked Estep 
Score: -3635221.500000 Penalty: 3114.863770
	Iteration 27Q: 3 clusters Score -3635222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 34513 members 
Entering Unmasked Estep 
Score: -3635226.000000 Penalty: 3114.863770
	Iteration 28Q: 3 clusters Score -3635226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 34513 members 
Entering Unmasked Estep 
Score: -3635226.000000 Penalty: 3114.863770
	Iteration 29F: 3 clusters Score -3635226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Entering Unmasked Estep 
Score: -1156270.875000 Penalty: 1385.220947
	Iteration 0F: 2 clusters Score -1156271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1148890.875000 Penalty: 2770.441895
	Iteration 0F: 3 clusters Score -1148891 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1151381.625000 Penalty: 2770.441895
	Iteration 1F: 3 clusters Score -1151382 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1151756.375000 Penalty: 2770.441895
	Iteration 2F: 3 clusters Score -1151756 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1152099.000000 Penalty: 2770.441895
	Iteration 3F: 3 clusters Score -1152099 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1152434.125000 Penalty: 2770.441895
	Iteration 4F: 3 clusters Score -1152434 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1152755.875000 Penalty: 2770.441895
	Iteration 5F: 3 clusters Score -1152756 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1153059.375000 Penalty: 2770.441895
	Iteration 6Q: 3 clusters Score -1153059 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1153324.875000 Penalty: 2770.441895
	Iteration 7Q: 3 clusters Score -1153325 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1153543.250000 Penalty: 2770.441895
	Iteration 8Q: 3 clusters Score -1153543 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1153727.375000 Penalty: 2770.441895
	Iteration 9Q: 3 clusters Score -1153727 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1153879.250000 Penalty: 2770.441895
	Iteration 10Q: 3 clusters Score -1153879 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1154005.625000 Penalty: 2770.441895
	Iteration 11Q: 3 clusters Score -1154006 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1154115.625000 Penalty: 2770.441895
	Iteration 12Q: 3 clusters Score -1154116 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1154197.500000 Penalty: 2770.441895
	Iteration 13Q: 3 clusters Score -1154198 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1154259.875000 Penalty: 2770.441895
	Iteration 14Q: 3 clusters Score -1154260 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1154305.125000 Penalty: 2770.441895
	Iteration 15Q: 3 clusters Score -1154305 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1154358.250000 Penalty: 2770.441895
	Iteration 16Q: 3 clusters Score -1154358 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1154408.125000 Penalty: 2770.441895
	Iteration 17Q: 3 clusters Score -1154408 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1154446.500000 Penalty: 2770.441895
	Iteration 18Q: 3 clusters Score -1154446 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1154483.750000 Penalty: 2770.441895
	Iteration 19Q: 3 clusters Score -1154484 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1154524.625000 Penalty: 2770.441895
	Iteration 20F: 3 clusters Score -1154525 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1154577.500000 Penalty: 2770.441895
	Iteration 21Q: 3 clusters Score -1154578 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1154611.625000 Penalty: 2770.441895
	Iteration 22Q: 3 clusters Score -1154612 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1154646.250000 Penalty: 2770.441895
	Iteration 23Q: 3 clusters Score -1154646 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1154674.125000 Penalty: 2770.441895
	Iteration 24Q: 3 clusters Score -1154674 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1154698.375000 Penalty: 2770.441895
	Iteration 25Q: 3 clusters Score -1154698 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1154721.625000 Penalty: 2770.441895
	Iteration 26Q: 3 clusters Score -1154722 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1154747.875000 Penalty: 2770.441895
	Iteration 27Q: 3 clusters Score -1154748 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1154766.750000 Penalty: 2770.441895
	Iteration 28Q: 3 clusters Score -1154767 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1154781.750000 Penalty: 2770.441895
	Iteration 29Q: 3 clusters Score -1154782 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1154800.375000 Penalty: 2770.441895
	Iteration 30Q: 3 clusters Score -1154800 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1154820.375000 Penalty: 2770.441895
	Iteration 31Q: 3 clusters Score -1154820 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1154837.750000 Penalty: 2770.441895
	Iteration 32Q: 3 clusters Score -1154838 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1154858.500000 Penalty: 2770.441895
	Iteration 33Q: 3 clusters Score -1154858 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1154886.250000 Penalty: 2770.441895
	Iteration 34Q: 3 clusters Score -1154886 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1154911.875000 Penalty: 2770.441895
	Iteration 35Q: 3 clusters Score -1154912 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1154931.000000 Penalty: 2770.441895
	Iteration 36Q: 3 clusters Score -1154931 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1154960.250000 Penalty: 2770.441895
	Iteration 37Q: 3 clusters Score -1154960 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1154975.250000 Penalty: 2770.441895
	Iteration 38Q: 3 clusters Score -1154975 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1154992.375000 Penalty: 2770.441895
	Iteration 39Q: 3 clusters Score -1154992 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1155011.000000 Penalty: 2770.441895
	Iteration 40F: 3 clusters Score -1155011 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1155038.250000 Penalty: 2770.441895
	Iteration 41Q: 3 clusters Score -1155038 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1155069.625000 Penalty: 2770.441895
	Iteration 42Q: 3 clusters Score -1155070 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1155096.000000 Penalty: 2770.441895
	Iteration 43Q: 3 clusters Score -1155096 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1155127.500000 Penalty: 2770.441895
	Iteration 44Q: 3 clusters Score -1155128 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1155149.875000 Penalty: 2770.441895
	Iteration 45Q: 3 clusters Score -1155150 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1155164.250000 Penalty: 2770.441895
	Iteration 46Q: 3 clusters Score -1155164 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1155181.375000 Penalty: 2770.441895
	Iteration 47Q: 3 clusters Score -1155181 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1155195.000000 Penalty: 2770.441895
	Iteration 48Q: 3 clusters Score -1155195 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1155205.000000 Penalty: 2770.441895
	Iteration 49Q: 3 clusters Score -1155205 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1155214.125000 Penalty: 2770.441895
	Iteration 50Q: 3 clusters Score -1155214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1155219.500000 Penalty: 2770.441895
	Iteration 51Q: 3 clusters Score -1155220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1155225.125000 Penalty: 2770.441895
	Iteration 52Q: 3 clusters Score -1155225 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1155229.625000 Penalty: 2770.441895
	Iteration 53Q: 3 clusters Score -1155230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1155236.875000 Penalty: 2770.441895
	Iteration 54Q: 3 clusters Score -1155237 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1155246.375000 Penalty: 2770.441895
	Iteration 55Q: 3 clusters Score -1155246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1155250.750000 Penalty: 2770.441895
	Iteration 56Q: 3 clusters Score -1155251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1155251.500000 Penalty: 2770.441895
	Iteration 57Q: 3 clusters Score -1155252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1155259.250000 Penalty: 2770.441895
	Iteration 58Q: 3 clusters Score -1155259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1155262.125000 Penalty: 2770.441895
	Iteration 59Q: 3 clusters Score -1155262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1155264.000000 Penalty: 2770.441895
	Iteration 60F: 3 clusters Score -1155264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1155266.000000 Penalty: 2770.441895
	Iteration 61Q: 3 clusters Score -1155266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1155266.250000 Penalty: 2770.441895
	Iteration 62Q: 3 clusters Score -1155266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1155270.125000 Penalty: 2770.441895
	Iteration 63Q: 3 clusters Score -1155270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1155274.000000 Penalty: 2770.441895
	Iteration 64Q: 3 clusters Score -1155274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1155275.750000 Penalty: 2770.441895
	Iteration 65Q: 3 clusters Score -1155276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1155284.500000 Penalty: 2770.441895
	Iteration 66Q: 3 clusters Score -1155284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1155287.250000 Penalty: 2770.441895
	Iteration 67Q: 3 clusters Score -1155287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1155288.125000 Penalty: 2770.441895
	Iteration 68Q: 3 clusters Score -1155288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1155288.250000 Penalty: 2770.441895
	Iteration 69Q: 3 clusters Score -1155288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1155292.250000 Penalty: 2770.441895
	Iteration 70Q: 3 clusters Score -1155292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1155291.125000 Penalty: 2770.441895
	Iteration 71Q: 3 clusters Score -1155291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1155291.625000 Penalty: 2770.441895
	Iteration 72Q: 3 clusters Score -1155292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1155293.625000 Penalty: 2770.441895
	Iteration 73Q: 3 clusters Score -1155294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1155293.000000 Penalty: 2770.441895
	Iteration 74Q: 3 clusters Score -1155293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1155293.875000 Penalty: 2770.441895
	Iteration 75Q: 3 clusters Score -1155294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1155294.000000 Penalty: 2770.441895
	Iteration 76Q: 3 clusters Score -1155294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1155295.000000 Penalty: 2770.441895
	Iteration 77Q: 3 clusters Score -1155295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1155294.375000 Penalty: 2770.441895
	Iteration 78Q: 3 clusters Score -1155294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1155295.375000 Penalty: 2770.441895
	Iteration 79Q: 3 clusters Score -1155295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1155299.500000 Penalty: 2770.441895
	Iteration 80F: 3 clusters Score -1155300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1155301.625000 Penalty: 2770.441895
	Iteration 81Q: 3 clusters Score -1155302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1155306.000000 Penalty: 2770.441895
	Iteration 82Q: 3 clusters Score -1155306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1155305.750000 Penalty: 2770.441895
	Iteration 83Q: 3 clusters Score -1155306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1155306.125000 Penalty: 2770.441895
	Iteration 84Q: 3 clusters Score -1155306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1155309.125000 Penalty: 2770.441895
	Iteration 85Q: 3 clusters Score -1155309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1155313.250000 Penalty: 2770.441895
	Iteration 86Q: 3 clusters Score -1155313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1155313.375000 Penalty: 2770.441895
	Iteration 87Q: 3 clusters Score -1155313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1155316.000000 Penalty: 2770.441895
	Iteration 88Q: 3 clusters Score -1155316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1155319.375000 Penalty: 2770.441895
	Iteration 89Q: 3 clusters Score -1155319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1155322.500000 Penalty: 2770.441895
	Iteration 90Q: 3 clusters Score -1155322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1155325.375000 Penalty: 2770.441895
	Iteration 91Q: 3 clusters Score -1155325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1155325.375000 Penalty: 2770.441895
	Iteration 92Q: 3 clusters Score -1155325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1155330.375000 Penalty: 2770.441895
	Iteration 93Q: 3 clusters Score -1155330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1155335.625000 Penalty: 2770.441895
	Iteration 94Q: 3 clusters Score -1155336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1155336.000000 Penalty: 2770.441895
	Iteration 95Q: 3 clusters Score -1155336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1155336.250000 Penalty: 2770.441895
	Iteration 96Q: 3 clusters Score -1155336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1155336.250000 Penalty: 2770.441895
	Iteration 97F: 3 clusters Score -1155336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Entering Unmasked Estep 
Score: -709255.000000 Penalty: 1325.089844
	Iteration 0F: 2 clusters Score -709255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -704075.750000 Penalty: 2650.179688
	Iteration 0F: 3 clusters Score -704075.8 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -705712.562500 Penalty: 2650.179688
	Iteration 1F: 3 clusters Score -705712.6 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -705972.812500 Penalty: 2650.179688
	Iteration 2F: 3 clusters Score -705972.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -706164.250000 Penalty: 2650.179688
	Iteration 3F: 3 clusters Score -706164.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -706361.062500 Penalty: 2650.179688
	Iteration 4Q: 3 clusters Score -706361.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -706584.625000 Penalty: 2650.179688
	Iteration 5Q: 3 clusters Score -706584.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -706792.250000 Penalty: 2650.179688
	Iteration 6Q: 3 clusters Score -706792.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -706985.812500 Penalty: 2650.179688
	Iteration 7Q: 3 clusters Score -706985.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -707191.812500 Penalty: 2650.179688
	Iteration 8Q: 3 clusters Score -707191.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -707383.625000 Penalty: 2650.179688
	Iteration 9Q: 3 clusters Score -707383.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -707569.687500 Penalty: 2650.179688
	Iteration 10Q: 3 clusters Score -707569.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -707724.937500 Penalty: 2650.179688
	Iteration 11Q: 3 clusters Score -707724.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -707859.937500 Penalty: 2650.179688
	Iteration 12Q: 3 clusters Score -707859.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -707958.562500 Penalty: 2650.179688
	Iteration 13Q: 3 clusters Score -707958.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -708045.250000 Penalty: 2650.179688
	Iteration 14Q: 3 clusters Score -708045.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -708126.750000 Penalty: 2650.179688
	Iteration 15Q: 3 clusters Score -708126.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -708181.625000 Penalty: 2650.179688
	Iteration 16Q: 3 clusters Score -708181.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -708220.125000 Penalty: 2650.179688
	Iteration 17Q: 3 clusters Score -708220.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -708254.125000 Penalty: 2650.179688
	Iteration 18Q: 3 clusters Score -708254.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -708287.750000 Penalty: 2650.179688
	Iteration 19Q: 3 clusters Score -708287.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -708308.312500 Penalty: 2650.179688
	Iteration 20F: 3 clusters Score -708308.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -708331.500000 Penalty: 2650.179688
	Iteration 21Q: 3 clusters Score -708331.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -708352.812500 Penalty: 2650.179688
	Iteration 22Q: 3 clusters Score -708352.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -708364.875000 Penalty: 2650.179688
	Iteration 23Q: 3 clusters Score -708364.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -708381.375000 Penalty: 2650.179688
	Iteration 24Q: 3 clusters Score -708381.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -708397.000000 Penalty: 2650.179688
	Iteration 25Q: 3 clusters Score -708397 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -708409.500000 Penalty: 2650.179688
	Iteration 26Q: 3 clusters Score -708409.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -708421.687500 Penalty: 2650.179688
	Iteration 27Q: 3 clusters Score -708421.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -708434.875000 Penalty: 2650.179688
	Iteration 28Q: 3 clusters Score -708434.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -708451.625000 Penalty: 2650.179688
	Iteration 29Q: 3 clusters Score -708451.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -708467.625000 Penalty: 2650.179688
	Iteration 30Q: 3 clusters Score -708467.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -708478.562500 Penalty: 2650.179688
	Iteration 31Q: 3 clusters Score -708478.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -708491.125000 Penalty: 2650.179688
	Iteration 32Q: 3 clusters Score -708491.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -708498.750000 Penalty: 2650.179688
	Iteration 33Q: 3 clusters Score -708498.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -708505.562500 Penalty: 2650.179688
	Iteration 34Q: 3 clusters Score -708505.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -708512.375000 Penalty: 2650.179688
	Iteration 35Q: 3 clusters Score -708512.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -708518.312500 Penalty: 2650.179688
	Iteration 36Q: 3 clusters Score -708518.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -708527.812500 Penalty: 2650.179688
	Iteration 37Q: 3 clusters Score -708527.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -708538.625000 Penalty: 2650.179688
	Iteration 38Q: 3 clusters Score -708538.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -708549.062500 Penalty: 2650.179688
	Iteration 39Q: 3 clusters Score -708549.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -708555.562500 Penalty: 2650.179688
	Iteration 40F: 3 clusters Score -708555.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -708562.437500 Penalty: 2650.179688
	Iteration 41Q: 3 clusters Score -708562.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -708568.937500 Penalty: 2650.179688
	Iteration 42Q: 3 clusters Score -708568.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -708576.062500 Penalty: 2650.179688
	Iteration 43Q: 3 clusters Score -708576.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -708580.750000 Penalty: 2650.179688
	Iteration 44Q: 3 clusters Score -708580.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -708583.500000 Penalty: 2650.179688
	Iteration 45Q: 3 clusters Score -708583.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -708588.062500 Penalty: 2650.179688
	Iteration 46Q: 3 clusters Score -708588.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -708591.375000 Penalty: 2650.179688
	Iteration 47Q: 3 clusters Score -708591.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -708590.500000 Penalty: 2650.179688
	Iteration 48Q: 3 clusters Score -708590.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -708594.375000 Penalty: 2650.179688
	Iteration 49Q: 3 clusters Score -708594.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -708595.000000 Penalty: 2650.179688
	Iteration 50Q: 3 clusters Score -708595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -708595.375000 Penalty: 2650.179688
	Iteration 51Q: 3 clusters Score -708595.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -708595.875000 Penalty: 2650.179688
	Iteration 52Q: 3 clusters Score -708595.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -708593.750000 Penalty: 2650.179688
	Iteration 53Q: 3 clusters Score -708593.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -708595.062500 Penalty: 2650.179688
	Iteration 54Q: 3 clusters Score -708595.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -708594.875000 Penalty: 2650.179688
	Iteration 55Q: 3 clusters Score -708594.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -708594.875000 Penalty: 2650.179688
	Iteration 56F: 3 clusters Score -708594.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Entering Unmasked Estep 
Score: -114885.046875 Penalty: 1079.316406
	Iteration 0F: 2 clusters Score -114885 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -113417.195312 Penalty: 2158.632812
	Iteration 0F: 3 clusters Score -113417.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -113836.171875 Penalty: 2158.632812
	Iteration 1F: 3 clusters Score -113836.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -114021.554688 Penalty: 2158.632812
	Iteration 2F: 3 clusters Score -114021.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -114128.656250 Penalty: 2158.632812
	Iteration 3F: 3 clusters Score -114128.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -114177.812500 Penalty: 2158.632812
	Iteration 4Q: 3 clusters Score -114177.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -114214.039062 Penalty: 2158.632812
	Iteration 5Q: 3 clusters Score -114214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -114231.906250 Penalty: 2158.632812
	Iteration 6Q: 3 clusters Score -114231.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -114251.750000 Penalty: 2158.632812
	Iteration 7Q: 3 clusters Score -114251.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -114279.296875 Penalty: 2158.632812
	Iteration 8Q: 3 clusters Score -114279.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -114297.734375 Penalty: 2158.632812
	Iteration 9Q: 3 clusters Score -114297.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -114306.726562 Penalty: 2158.632812
	Iteration 10Q: 3 clusters Score -114306.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -114309.445312 Penalty: 2158.632812
	Iteration 11Q: 3 clusters Score -114309.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -114313.281250 Penalty: 2158.632812
	Iteration 12Q: 3 clusters Score -114313.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -114317.484375 Penalty: 2158.632812
	Iteration 13Q: 3 clusters Score -114317.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -114320.648438 Penalty: 2158.632812
	Iteration 14Q: 3 clusters Score -114320.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -114323.703125 Penalty: 2158.632812
	Iteration 15Q: 3 clusters Score -114323.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -114325.468750 Penalty: 2158.632812
	Iteration 16Q: 3 clusters Score -114325.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -114330.515625 Penalty: 2158.632812
	Iteration 17Q: 3 clusters Score -114330.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -114335.625000 Penalty: 2158.632812
	Iteration 18Q: 3 clusters Score -114335.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -114337.554688 Penalty: 2158.632812
	Iteration 19Q: 3 clusters Score -114337.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -114339.546875 Penalty: 2158.632812
	Iteration 20F: 3 clusters Score -114339.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -114341.734375 Penalty: 2158.632812
	Iteration 21Q: 3 clusters Score -114341.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -114346.453125 Penalty: 2158.632812
	Iteration 22Q: 3 clusters Score -114346.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -114348.617188 Penalty: 2158.632812
	Iteration 23Q: 3 clusters Score -114348.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -114351.867188 Penalty: 2158.632812
	Iteration 24Q: 3 clusters Score -114351.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -114352.351562 Penalty: 2158.632812
	Iteration 25Q: 3 clusters Score -114352.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -114352.351562 Penalty: 2158.632812
	Iteration 26F: 3 clusters Score -114352.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (36732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36732 members 
Entering Unmasked Estep 
Score: -3813711.500000 Penalty: 1564.096924
	Iteration 0F: 2 clusters Score -3813712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -3789876.000000 Penalty: 3128.193848
	Iteration 0F: 3 clusters Score -3789876 nChanged 16586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -3799026.750000 Penalty: 3128.193848
	Iteration 1F: 3 clusters Score -3799027 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -3799694.750000 Penalty: 3128.193848
	Iteration 2Q: 3 clusters Score -3799695 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -3800392.250000 Penalty: 3128.193848
	Iteration 3Q: 3 clusters Score -3800392 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 21537 members 
Entering Unmasked Estep 
Score: -3801270.250000 Penalty: 3128.193848
	Iteration 4F: 3 clusters Score -3801270 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -3802482.500000 Penalty: 3128.193848
	Iteration 5F: 3 clusters Score -3802482 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -3804027.500000 Penalty: 3128.193848
	Iteration 6F: 3 clusters Score -3804028 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
Score: -3805673.750000 Penalty: 3128.193848
	Iteration 7F: 3 clusters Score -3805674 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 28225 members 
Entering Unmasked Estep 
Score: -3807190.000000 Penalty: 3128.193848
	Iteration 8F: 3 clusters Score -3807190 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 29703 members 
Entering Unmasked Estep 
Score: -3808387.250000 Penalty: 3128.193848
	Iteration 9Q: 3 clusters Score -3808387 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 30864 members 
Entering Unmasked Estep 
Score: -3809373.250000 Penalty: 3128.193848
	Iteration 10Q: 3 clusters Score -3809373 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 31770 members 
Entering Unmasked Estep 
Score: -3810126.250000 Penalty: 3128.193848
	Iteration 11Q: 3 clusters Score -3810126 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 32445 members 
Entering Unmasked Estep 
Score: -3810670.000000 Penalty: 3128.193848
	Iteration 12Q: 3 clusters Score -3810670 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 32896 members 
Entering Unmasked Estep 
Score: -3810977.750000 Penalty: 3128.193848
	Iteration 13Q: 3 clusters Score -3810978 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 33260 members 
Entering Unmasked Estep 
Score: -3811247.500000 Penalty: 3128.193848
	Iteration 14Q: 3 clusters Score -3811248 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 33547 members 
Entering Unmasked Estep 
Score: -3811436.250000 Penalty: 3128.193848
	Iteration 15Q: 3 clusters Score -3811436 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 33787 members 
Entering Unmasked Estep 
Score: -3811592.250000 Penalty: 3128.193848
	Iteration 16Q: 3 clusters Score -3811592 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 33994 members 
Entering Unmasked Estep 
Score: -3811700.000000 Penalty: 3128.193848
	Iteration 17Q: 3 clusters Score -3811700 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 34180 members 
Entering Unmasked Estep 
Score: -3811814.250000 Penalty: 3128.193848
	Iteration 18Q: 3 clusters Score -3811814 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 34357 members 
Entering Unmasked Estep 
Score: -3811911.000000 Penalty: 3128.193848
	Iteration 19Q: 3 clusters Score -3811911 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 34517 members 
Entering Unmasked Estep 
Score: -3811971.750000 Penalty: 3128.193848
	Iteration 20F: 3 clusters Score -3811972 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 34659 members 
Entering Unmasked Estep 
Score: -3812034.500000 Penalty: 3128.193848
	Iteration 21Q: 3 clusters Score -3812034 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 34776 members 
Entering Unmasked Estep 
Score: -3812079.000000 Penalty: 3128.193848
	Iteration 22Q: 3 clusters Score -3812079 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 34879 members 
Entering Unmasked Estep 
Score: -3812115.000000 Penalty: 3128.193848
	Iteration 23Q: 3 clusters Score -3812115 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 34969 members 
Entering Unmasked Estep 
Score: -3812156.750000 Penalty: 3128.193848
	Iteration 24Q: 3 clusters Score -3812157 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 35052 members 
Entering Unmasked Estep 
Score: -3812188.000000 Penalty: 3128.193848
	Iteration 25Q: 3 clusters Score -3812188 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -3812205.500000 Penalty: 3128.193848
	Iteration 26Q: 3 clusters Score -3812206 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 35176 members 
Entering Unmasked Estep 
Score: -3812238.500000 Penalty: 3128.193848
	Iteration 27Q: 3 clusters Score -3812238 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 35243 members 
Entering Unmasked Estep 
Score: -3812265.250000 Penalty: 3128.193848
	Iteration 28Q: 3 clusters Score -3812265 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 35295 members 
Entering Unmasked Estep 
Score: -3812290.500000 Penalty: 3128.193848
	Iteration 29Q: 3 clusters Score -3812290 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 35350 members 
Entering Unmasked Estep 
Score: -3812313.750000 Penalty: 3128.193848
	Iteration 30Q: 3 clusters Score -3812314 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 35409 members 
Entering Unmasked Estep 
Score: -3812354.750000 Penalty: 3128.193848
	Iteration 31Q: 3 clusters Score -3812355 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 35452 members 
Entering Unmasked Estep 
Score: -3812372.250000 Penalty: 3128.193848
	Iteration 32Q: 3 clusters Score -3812372 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 35485 members 
Entering Unmasked Estep 
Score: -3812394.000000 Penalty: 3128.193848
	Iteration 33Q: 3 clusters Score -3812394 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 35514 members 
Entering Unmasked Estep 
Score: -3812399.000000 Penalty: 3128.193848
	Iteration 34Q: 3 clusters Score -3812399 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 35549 members 
Entering Unmasked Estep 
Score: -3812418.000000 Penalty: 3128.193848
	Iteration 35Q: 3 clusters Score -3812418 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 35579 members 
Entering Unmasked Estep 
Score: -3812429.250000 Penalty: 3128.193848
	Iteration 36Q: 3 clusters Score -3812429 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 35607 members 
Entering Unmasked Estep 
Score: -3812443.500000 Penalty: 3128.193848
	Iteration 37Q: 3 clusters Score -3812444 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 35634 members 
Entering Unmasked Estep 
Score: -3812444.250000 Penalty: 3128.193848
	Iteration 38Q: 3 clusters Score -3812444 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 35652 members 
Entering Unmasked Estep 
Score: -3812459.750000 Penalty: 3128.193848
	Iteration 39Q: 3 clusters Score -3812460 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 35669 members 
Entering Unmasked Estep 
Score: -3812470.750000 Penalty: 3128.193848
	Iteration 40F: 3 clusters Score -3812471 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 35684 members 
Entering Unmasked Estep 
Score: -3812479.250000 Penalty: 3128.193848
	Iteration 41Q: 3 clusters Score -3812479 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 35695 members 
Entering Unmasked Estep 
Score: -3812476.750000 Penalty: 3128.193848
	Iteration 42Q: 3 clusters Score -3812477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 35698 members 
Entering Unmasked Estep 
Score: -3812469.750000 Penalty: 3128.193848
	Iteration 43Q: 3 clusters Score -3812470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 35703 members 
Entering Unmasked Estep 
Score: -3812472.000000 Penalty: 3128.193848
	Iteration 44Q: 3 clusters Score -3812472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 35711 members 
Entering Unmasked Estep 
Score: -3812479.250000 Penalty: 3128.193848
	Iteration 45Q: 3 clusters Score -3812479 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 35721 members 
Entering Unmasked Estep 
Score: -3812479.500000 Penalty: 3128.193848
	Iteration 46Q: 3 clusters Score -3812480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 35732 members 
Entering Unmasked Estep 
Score: -3812485.500000 Penalty: 3128.193848
	Iteration 47Q: 3 clusters Score -3812486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 35736 members 
Entering Unmasked Estep 
Score: -3812488.750000 Penalty: 3128.193848
	Iteration 48Q: 3 clusters Score -3812489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 35741 members 
Entering Unmasked Estep 
Score: -3812496.250000 Penalty: 3128.193848
	Iteration 49Q: 3 clusters Score -3812496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 35749 members 
Entering Unmasked Estep 
Score: -3812494.000000 Penalty: 3128.193848
	Iteration 50Q: 3 clusters Score -3812494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 35760 members 
Entering Unmasked Estep 
Score: -3812493.000000 Penalty: 3128.193848
	Iteration 51Q: 3 clusters Score -3812493 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 35769 members 
Entering Unmasked Estep 
Score: -3812501.500000 Penalty: 3128.193848
	Iteration 52Q: 3 clusters Score -3812502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 35772 members 
Entering Unmasked Estep 
Score: -3812507.500000 Penalty: 3128.193848
	Iteration 53Q: 3 clusters Score -3812508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 35773 members 
Entering Unmasked Estep 
Score: -3812511.500000 Penalty: 3128.193848
	Iteration 54Q: 3 clusters Score -3812512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 35776 members 
Entering Unmasked Estep 
Score: -3812511.000000 Penalty: 3128.193848
	Iteration 55Q: 3 clusters Score -3812511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 35780 members 
Entering Unmasked Estep 
Score: -3812508.250000 Penalty: 3128.193848
	Iteration 56Q: 3 clusters Score -3812508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 35784 members 
Entering Unmasked Estep 
Score: -3812509.250000 Penalty: 3128.193848
	Iteration 57Q: 3 clusters Score -3812509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 35789 members 
Entering Unmasked Estep 
Score: -3812511.500000 Penalty: 3128.193848
	Iteration 58Q: 3 clusters Score -3812512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 35792 members 
Entering Unmasked Estep 
Score: -3812510.000000 Penalty: 3128.193848
	Iteration 59Q: 3 clusters Score -3812510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 35801 members 
Entering Unmasked Estep 
Score: -3812522.000000 Penalty: 3128.193848
	Iteration 60F: 3 clusters Score -3812522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 35806 members 
Entering Unmasked Estep 
Score: -3812525.250000 Penalty: 3128.193848
	Iteration 61Q: 3 clusters Score -3812525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 35810 members 
Entering Unmasked Estep 
Score: -3812523.500000 Penalty: 3128.193848
	Iteration 62Q: 3 clusters Score -3812524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 35814 members 
Entering Unmasked Estep 
Score: -3812522.000000 Penalty: 3128.193848
	Iteration 63Q: 3 clusters Score -3812522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 35818 members 
Entering Unmasked Estep 
Score: -3812521.500000 Penalty: 3128.193848
	Iteration 64Q: 3 clusters Score -3812522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 35820 members 
Entering Unmasked Estep 
Score: -3812525.000000 Penalty: 3128.193848
	Iteration 65Q: 3 clusters Score -3812525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 35821 members 
Entering Unmasked Estep 
Score: -3812523.000000 Penalty: 3128.193848
	Iteration 66Q: 3 clusters Score -3812523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 35822 members 
Entering Unmasked Estep 
Score: -3812521.000000 Penalty: 3128.193848
	Iteration 67Q: 3 clusters Score -3812521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 35824 members 
Entering Unmasked Estep 
Score: -3812523.250000 Penalty: 3128.193848
	Iteration 68Q: 3 clusters Score -3812523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 35825 members 
Entering Unmasked Estep 
Score: -3812529.750000 Penalty: 3128.193848
	Iteration 69Q: 3 clusters Score -3812530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 35827 members 
Entering Unmasked Estep 
Score: -3812534.000000 Penalty: 3128.193848
	Iteration 70Q: 3 clusters Score -3812534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 35830 members 
Entering Unmasked Estep 
Score: -3812539.250000 Penalty: 3128.193848
	Iteration 71Q: 3 clusters Score -3812539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 35833 members 
Entering Unmasked Estep 
Score: -3812535.750000 Penalty: 3128.193848
	Iteration 72Q: 3 clusters Score -3812536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 35837 members 
Entering Unmasked Estep 
Score: -3812537.500000 Penalty: 3128.193848
	Iteration 73Q: 3 clusters Score -3812538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 35836 members 
Entering Unmasked Estep 
Score: -3812537.750000 Penalty: 3128.193848
	Iteration 74Q: 3 clusters Score -3812538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 35835 members 
Entering Unmasked Estep 
Score: -3812534.250000 Penalty: 3128.193848
	Iteration 75Q: 3 clusters Score -3812534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 35834 members 
Entering Unmasked Estep 
Score: -3812531.250000 Penalty: 3128.193848
	Iteration 76Q: 3 clusters Score -3812531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 35834 members 
Entering Unmasked Estep 
Score: -3812531.250000 Penalty: 3128.193848
	Iteration 77F: 3 clusters Score -3812531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Entering Unmasked Estep 
Score: -559090.812500 Penalty: 1283.449097
	Iteration 0F: 2 clusters Score -559090.8 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 2745 members 
Entering Unmasked Estep 
Score: -555106.187500 Penalty: 2566.898193
	Iteration 0F: 3 clusters Score -555106.2 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -556296.562500 Penalty: 2566.898193
	Iteration 1F: 3 clusters Score -556296.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -556513.000000 Penalty: 2566.898193
	Iteration 2F: 3 clusters Score -556513 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -556640.312500 Penalty: 2566.898193
	Iteration 3Q: 3 clusters Score -556640.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -556729.500000 Penalty: 2566.898193
	Iteration 4Q: 3 clusters Score -556729.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -556797.875000 Penalty: 2566.898193
	Iteration 5Q: 3 clusters Score -556797.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -556855.687500 Penalty: 2566.898193
	Iteration 6Q: 3 clusters Score -556855.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -556917.187500 Penalty: 2566.898193
	Iteration 7Q: 3 clusters Score -556917.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -557004.062500 Penalty: 2566.898193
	Iteration 8Q: 3 clusters Score -557004.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -557091.250000 Penalty: 2566.898193
	Iteration 9Q: 3 clusters Score -557091.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -557206.125000 Penalty: 2566.898193
	Iteration 10Q: 3 clusters Score -557206.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -557341.250000 Penalty: 2566.898193
	Iteration 11Q: 3 clusters Score -557341.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -557453.375000 Penalty: 2566.898193
	Iteration 12Q: 3 clusters Score -557453.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -557572.312500 Penalty: 2566.898193
	Iteration 13Q: 3 clusters Score -557572.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -557663.000000 Penalty: 2566.898193
	Iteration 14Q: 3 clusters Score -557663 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -557738.625000 Penalty: 2566.898193
	Iteration 15Q: 3 clusters Score -557738.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -557829.000000 Penalty: 2566.898193
	Iteration 16Q: 3 clusters Score -557829 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -557901.625000 Penalty: 2566.898193
	Iteration 17Q: 3 clusters Score -557901.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -557958.750000 Penalty: 2566.898193
	Iteration 18Q: 3 clusters Score -557958.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -558011.062500 Penalty: 2566.898193
	Iteration 19Q: 3 clusters Score -558011.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -558051.750000 Penalty: 2566.898193
	Iteration 20F: 3 clusters Score -558051.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -558082.875000 Penalty: 2566.898193
	Iteration 21Q: 3 clusters Score -558082.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -558115.062500 Penalty: 2566.898193
	Iteration 22Q: 3 clusters Score -558115.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -558133.500000 Penalty: 2566.898193
	Iteration 23Q: 3 clusters Score -558133.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -558147.812500 Penalty: 2566.898193
	Iteration 24Q: 3 clusters Score -558147.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -558156.187500 Penalty: 2566.898193
	Iteration 25Q: 3 clusters Score -558156.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -558164.125000 Penalty: 2566.898193
	Iteration 26Q: 3 clusters Score -558164.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -558170.125000 Penalty: 2566.898193
	Iteration 27Q: 3 clusters Score -558170.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -558176.062500 Penalty: 2566.898193
	Iteration 28Q: 3 clusters Score -558176.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -558180.437500 Penalty: 2566.898193
	Iteration 29Q: 3 clusters Score -558180.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -558182.687500 Penalty: 2566.898193
	Iteration 30Q: 3 clusters Score -558182.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -558186.000000 Penalty: 2566.898193
	Iteration 31Q: 3 clusters Score -558186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -558188.875000 Penalty: 2566.898193
	Iteration 32Q: 3 clusters Score -558188.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -558189.437500 Penalty: 2566.898193
	Iteration 33Q: 3 clusters Score -558189.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -558189.875000 Penalty: 2566.898193
	Iteration 34Q: 3 clusters Score -558189.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -558189.937500 Penalty: 2566.898193
	Iteration 35Q: 3 clusters Score -558189.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -558192.312500 Penalty: 2566.898193
	Iteration 36Q: 3 clusters Score -558192.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -558192.562500 Penalty: 2566.898193
	Iteration 37Q: 3 clusters Score -558192.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -558193.375000 Penalty: 2566.898193
	Iteration 38Q: 3 clusters Score -558193.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -558196.812500 Penalty: 2566.898193
	Iteration 39Q: 3 clusters Score -558196.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -558201.812500 Penalty: 2566.898193
	Iteration 40F: 3 clusters Score -558201.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -558209.250000 Penalty: 2566.898193
	Iteration 41Q: 3 clusters Score -558209.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -558215.937500 Penalty: 2566.898193
	Iteration 42Q: 3 clusters Score -558215.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -558220.062500 Penalty: 2566.898193
	Iteration 43Q: 3 clusters Score -558220.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -558225.000000 Penalty: 2566.898193
	Iteration 44Q: 3 clusters Score -558225 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -558227.125000 Penalty: 2566.898193
	Iteration 45Q: 3 clusters Score -558227.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -558230.437500 Penalty: 2566.898193
	Iteration 46Q: 3 clusters Score -558230.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -558232.437500 Penalty: 2566.898193
	Iteration 47Q: 3 clusters Score -558232.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -558234.562500 Penalty: 2566.898193
	Iteration 48Q: 3 clusters Score -558234.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -558237.562500 Penalty: 2566.898193
	Iteration 49Q: 3 clusters Score -558237.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -558240.000000 Penalty: 2566.898193
	Iteration 50Q: 3 clusters Score -558240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -558243.062500 Penalty: 2566.898193
	Iteration 51Q: 3 clusters Score -558243.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -558246.625000 Penalty: 2566.898193
	Iteration 52Q: 3 clusters Score -558246.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -558251.437500 Penalty: 2566.898193
	Iteration 53Q: 3 clusters Score -558251.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -558254.562500 Penalty: 2566.898193
	Iteration 54Q: 3 clusters Score -558254.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -558259.312500 Penalty: 2566.898193
	Iteration 55Q: 3 clusters Score -558259.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -558263.250000 Penalty: 2566.898193
	Iteration 56Q: 3 clusters Score -558263.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -558264.250000 Penalty: 2566.898193
	Iteration 57Q: 3 clusters Score -558264.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -558266.062500 Penalty: 2566.898193
	Iteration 58Q: 3 clusters Score -558266.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -558266.562500 Penalty: 2566.898193
	Iteration 59Q: 3 clusters Score -558266.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -558266.687500 Penalty: 2566.898193
	Iteration 60F: 3 clusters Score -558266.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -558268.187500 Penalty: 2566.898193
	Iteration 61Q: 3 clusters Score -558268.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -558269.062500 Penalty: 2566.898193
	Iteration 62Q: 3 clusters Score -558269.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -558268.812500 Penalty: 2566.898193
	Iteration 63Q: 3 clusters Score -558268.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -558270.687500 Penalty: 2566.898193
	Iteration 64Q: 3 clusters Score -558270.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -558271.437500 Penalty: 2566.898193
	Iteration 65Q: 3 clusters Score -558271.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -558270.750000 Penalty: 2566.898193
	Iteration 66Q: 3 clusters Score -558270.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -558271.500000 Penalty: 2566.898193
	Iteration 67Q: 3 clusters Score -558271.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -558271.562500 Penalty: 2566.898193
	Iteration 68Q: 3 clusters Score -558271.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -558271.125000 Penalty: 2566.898193
	Iteration 69Q: 3 clusters Score -558271.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -558270.875000 Penalty: 2566.898193
	Iteration 70Q: 3 clusters Score -558270.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -558270.375000 Penalty: 2566.898193
	Iteration 71Q: 3 clusters Score -558270.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -558272.500000 Penalty: 2566.898193
	Iteration 72Q: 3 clusters Score -558272.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -558273.125000 Penalty: 2566.898193
	Iteration 73Q: 3 clusters Score -558273.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -558273.750000 Penalty: 2566.898193
	Iteration 74Q: 3 clusters Score -558273.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -558273.562500 Penalty: 2566.898193
	Iteration 75Q: 3 clusters Score -558273.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -558274.562500 Penalty: 2566.898193
	Iteration 76Q: 3 clusters Score -558274.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -558274.875000 Penalty: 2566.898193
	Iteration 77Q: 3 clusters Score -558274.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -558274.875000 Penalty: 2566.898193
	Iteration 78F: 3 clusters Score -558274.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Entering Unmasked Estep 
Score: -398666.500000 Penalty: 1249.683350
	Iteration 0F: 2 clusters Score -398666.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -395283.468750 Penalty: 2499.366699
	Iteration 0F: 3 clusters Score -395283.5 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -396378.000000 Penalty: 2499.366699
	Iteration 1F: 3 clusters Score -396378 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -396696.500000 Penalty: 2499.366699
	Iteration 2F: 3 clusters Score -396696.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -397009.031250 Penalty: 2499.366699
	Iteration 3F: 3 clusters Score -397009 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -397256.812500 Penalty: 2499.366699
	Iteration 4F: 3 clusters Score -397256.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -397467.468750 Penalty: 2499.366699
	Iteration 5F: 3 clusters Score -397467.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -397635.312500 Penalty: 2499.366699
	Iteration 6Q: 3 clusters Score -397635.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -397772.625000 Penalty: 2499.366699
	Iteration 7Q: 3 clusters Score -397772.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -397879.093750 Penalty: 2499.366699
	Iteration 8Q: 3 clusters Score -397879.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -397984.375000 Penalty: 2499.366699
	Iteration 9Q: 3 clusters Score -397984.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -398056.468750 Penalty: 2499.366699
	Iteration 10Q: 3 clusters Score -398056.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -398116.375000 Penalty: 2499.366699
	Iteration 11Q: 3 clusters Score -398116.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -398183.687500 Penalty: 2499.366699
	Iteration 12Q: 3 clusters Score -398183.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -398259.968750 Penalty: 2499.366699
	Iteration 13Q: 3 clusters Score -398260 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -398325.062500 Penalty: 2499.366699
	Iteration 14Q: 3 clusters Score -398325.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -398369.750000 Penalty: 2499.366699
	Iteration 15Q: 3 clusters Score -398369.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -398413.843750 Penalty: 2499.366699
	Iteration 16Q: 3 clusters Score -398413.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -398451.093750 Penalty: 2499.366699
	Iteration 17Q: 3 clusters Score -398451.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -398481.875000 Penalty: 2499.366699
	Iteration 18Q: 3 clusters Score -398481.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -398497.375000 Penalty: 2499.366699
	Iteration 19Q: 3 clusters Score -398497.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -398513.687500 Penalty: 2499.366699
	Iteration 20F: 3 clusters Score -398513.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -398527.343750 Penalty: 2499.366699
	Iteration 21Q: 3 clusters Score -398527.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -398536.781250 Penalty: 2499.366699
	Iteration 22Q: 3 clusters Score -398536.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -398543.156250 Penalty: 2499.366699
	Iteration 23Q: 3 clusters Score -398543.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -398548.718750 Penalty: 2499.366699
	Iteration 24Q: 3 clusters Score -398548.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -398552.625000 Penalty: 2499.366699
	Iteration 25Q: 3 clusters Score -398552.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -398554.843750 Penalty: 2499.366699
	Iteration 26Q: 3 clusters Score -398554.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -398559.375000 Penalty: 2499.366699
	Iteration 27Q: 3 clusters Score -398559.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -398561.781250 Penalty: 2499.366699
	Iteration 28Q: 3 clusters Score -398561.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -398566.218750 Penalty: 2499.366699
	Iteration 29Q: 3 clusters Score -398566.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -398567.000000 Penalty: 2499.366699
	Iteration 30Q: 3 clusters Score -398567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -398568.843750 Penalty: 2499.366699
	Iteration 31Q: 3 clusters Score -398568.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -398569.437500 Penalty: 2499.366699
	Iteration 32Q: 3 clusters Score -398569.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -398569.125000 Penalty: 2499.366699
	Iteration 33Q: 3 clusters Score -398569.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -398569.125000 Penalty: 2499.366699
	Iteration 34F: 3 clusters Score -398569.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Entering Unmasked Estep 
Score: -672626.875000 Penalty: 1304.648193
	Iteration 0F: 2 clusters Score -672626.9 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 3289 members 
Entering Unmasked Estep 
Score: -668070.625000 Penalty: 2609.296387
	Iteration 0F: 3 clusters Score -668070.6 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -669529.437500 Penalty: 2609.296387
	Iteration 1F: 3 clusters Score -669529.4 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -669802.500000 Penalty: 2609.296387
	Iteration 2F: 3 clusters Score -669802.5 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -669970.000000 Penalty: 2609.296387
	Iteration 3F: 3 clusters Score -669970 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -670091.187500 Penalty: 2609.296387
	Iteration 4Q: 3 clusters Score -670091.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -670174.500000 Penalty: 2609.296387
	Iteration 5Q: 3 clusters Score -670174.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -670235.062500 Penalty: 2609.296387
	Iteration 6Q: 3 clusters Score -670235.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -670293.000000 Penalty: 2609.296387
	Iteration 7Q: 3 clusters Score -670293 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -670347.437500 Penalty: 2609.296387
	Iteration 8Q: 3 clusters Score -670347.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -670409.250000 Penalty: 2609.296387
	Iteration 9Q: 3 clusters Score -670409.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -670472.312500 Penalty: 2609.296387
	Iteration 10Q: 3 clusters Score -670472.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -670538.750000 Penalty: 2609.296387
	Iteration 11Q: 3 clusters Score -670538.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -670612.562500 Penalty: 2609.296387
	Iteration 12Q: 3 clusters Score -670612.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -670686.375000 Penalty: 2609.296387
	Iteration 13Q: 3 clusters Score -670686.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -670764.250000 Penalty: 2609.296387
	Iteration 14Q: 3 clusters Score -670764.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -670834.437500 Penalty: 2609.296387
	Iteration 15Q: 3 clusters Score -670834.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -670910.500000 Penalty: 2609.296387
	Iteration 16Q: 3 clusters Score -670910.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -670978.125000 Penalty: 2609.296387
	Iteration 17Q: 3 clusters Score -670978.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -671049.187500 Penalty: 2609.296387
	Iteration 18Q: 3 clusters Score -671049.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -671140.500000 Penalty: 2609.296387
	Iteration 19Q: 3 clusters Score -671140.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -671229.187500 Penalty: 2609.296387
	Iteration 20F: 3 clusters Score -671229.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -671306.625000 Penalty: 2609.296387
	Iteration 21Q: 3 clusters Score -671306.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -671362.125000 Penalty: 2609.296387
	Iteration 22Q: 3 clusters Score -671362.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -671405.437500 Penalty: 2609.296387
	Iteration 23Q: 3 clusters Score -671405.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -671441.000000 Penalty: 2609.296387
	Iteration 24Q: 3 clusters Score -671441 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -671469.187500 Penalty: 2609.296387
	Iteration 25Q: 3 clusters Score -671469.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -671483.875000 Penalty: 2609.296387
	Iteration 26Q: 3 clusters Score -671483.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -671500.125000 Penalty: 2609.296387
	Iteration 27Q: 3 clusters Score -671500.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -671513.312500 Penalty: 2609.296387
	Iteration 28Q: 3 clusters Score -671513.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -671528.312500 Penalty: 2609.296387
	Iteration 29Q: 3 clusters Score -671528.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -671543.875000 Penalty: 2609.296387
	Iteration 30Q: 3 clusters Score -671543.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -671555.750000 Penalty: 2609.296387
	Iteration 31Q: 3 clusters Score -671555.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -671566.875000 Penalty: 2609.296387
	Iteration 32Q: 3 clusters Score -671566.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -671573.937500 Penalty: 2609.296387
	Iteration 33Q: 3 clusters Score -671573.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -671581.750000 Penalty: 2609.296387
	Iteration 34Q: 3 clusters Score -671581.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -671587.187500 Penalty: 2609.296387
	Iteration 35Q: 3 clusters Score -671587.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -671597.125000 Penalty: 2609.296387
	Iteration 36Q: 3 clusters Score -671597.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -671603.187500 Penalty: 2609.296387
	Iteration 37Q: 3 clusters Score -671603.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -671606.250000 Penalty: 2609.296387
	Iteration 38Q: 3 clusters Score -671606.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -671607.125000 Penalty: 2609.296387
	Iteration 39Q: 3 clusters Score -671607.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -671610.062500 Penalty: 2609.296387
	Iteration 40F: 3 clusters Score -671610.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -671612.000000 Penalty: 2609.296387
	Iteration 41Q: 3 clusters Score -671612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -671614.875000 Penalty: 2609.296387
	Iteration 42Q: 3 clusters Score -671614.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -671615.437500 Penalty: 2609.296387
	Iteration 43Q: 3 clusters Score -671615.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -671615.562500 Penalty: 2609.296387
	Iteration 44Q: 3 clusters Score -671615.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -671615.562500 Penalty: 2609.296387
	Iteration 45F: 3 clusters Score -671615.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Entering Unmasked Estep 
Score: -1525404.000000 Penalty: 1427.663696
	Iteration 0F: 2 clusters Score -1525404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1515754.500000 Penalty: 2855.327393
	Iteration 0F: 3 clusters Score -1515754 nChanged 6362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1519181.625000 Penalty: 2855.327393
	Iteration 1F: 3 clusters Score -1519182 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1519569.500000 Penalty: 2855.327393
	Iteration 2F: 3 clusters Score -1519570 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1519855.875000 Penalty: 2855.327393
	Iteration 3Q: 3 clusters Score -1519856 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1520076.125000 Penalty: 2855.327393
	Iteration 4Q: 3 clusters Score -1520076 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1520248.250000 Penalty: 2855.327393
	Iteration 5Q: 3 clusters Score -1520248 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1520389.500000 Penalty: 2855.327393
	Iteration 6Q: 3 clusters Score -1520390 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1520538.875000 Penalty: 2855.327393
	Iteration 7Q: 3 clusters Score -1520539 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1520686.375000 Penalty: 2855.327393
	Iteration 8Q: 3 clusters Score -1520686 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1520816.750000 Penalty: 2855.327393
	Iteration 9Q: 3 clusters Score -1520817 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1520955.750000 Penalty: 2855.327393
	Iteration 10Q: 3 clusters Score -1520956 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1521106.750000 Penalty: 2855.327393
	Iteration 11Q: 3 clusters Score -1521107 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1521263.500000 Penalty: 2855.327393
	Iteration 12Q: 3 clusters Score -1521264 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1521429.875000 Penalty: 2855.327393
	Iteration 13Q: 3 clusters Score -1521430 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1521632.875000 Penalty: 2855.327393
	Iteration 14Q: 3 clusters Score -1521633 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1521835.375000 Penalty: 2855.327393
	Iteration 15Q: 3 clusters Score -1521835 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1522036.750000 Penalty: 2855.327393
	Iteration 16Q: 3 clusters Score -1522037 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1522213.500000 Penalty: 2855.327393
	Iteration 17Q: 3 clusters Score -1522214 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1522405.000000 Penalty: 2855.327393
	Iteration 18Q: 3 clusters Score -1522405 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1522580.875000 Penalty: 2855.327393
	Iteration 19Q: 3 clusters Score -1522581 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1522733.875000 Penalty: 2855.327393
	Iteration 20F: 3 clusters Score -1522734 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1522858.125000 Penalty: 2855.327393
	Iteration 21Q: 3 clusters Score -1522858 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1522962.125000 Penalty: 2855.327393
	Iteration 22Q: 3 clusters Score -1522962 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1523103.625000 Penalty: 2855.327393
	Iteration 23Q: 3 clusters Score -1523104 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1523229.875000 Penalty: 2855.327393
	Iteration 24Q: 3 clusters Score -1523230 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1523354.625000 Penalty: 2855.327393
	Iteration 25Q: 3 clusters Score -1523355 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1523483.875000 Penalty: 2855.327393
	Iteration 26Q: 3 clusters Score -1523484 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1523598.000000 Penalty: 2855.327393
	Iteration 27Q: 3 clusters Score -1523598 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1523703.125000 Penalty: 2855.327393
	Iteration 28Q: 3 clusters Score -1523703 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1523801.000000 Penalty: 2855.327393
	Iteration 29Q: 3 clusters Score -1523801 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1523882.625000 Penalty: 2855.327393
	Iteration 30Q: 3 clusters Score -1523883 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1523955.250000 Penalty: 2855.327393
	Iteration 31Q: 3 clusters Score -1523955 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1524031.875000 Penalty: 2855.327393
	Iteration 32Q: 3 clusters Score -1524032 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1524100.500000 Penalty: 2855.327393
	Iteration 33Q: 3 clusters Score -1524100 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1524168.875000 Penalty: 2855.327393
	Iteration 34Q: 3 clusters Score -1524169 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -1524235.000000 Penalty: 2855.327393
	Iteration 35Q: 3 clusters Score -1524235 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1524295.250000 Penalty: 2855.327393
	Iteration 36Q: 3 clusters Score -1524295 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1524344.875000 Penalty: 2855.327393
	Iteration 37Q: 3 clusters Score -1524345 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1524377.125000 Penalty: 2855.327393
	Iteration 38Q: 3 clusters Score -1524377 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1524407.000000 Penalty: 2855.327393
	Iteration 39Q: 3 clusters Score -1524407 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1524436.875000 Penalty: 2855.327393
	Iteration 40F: 3 clusters Score -1524437 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1524454.500000 Penalty: 2855.327393
	Iteration 41Q: 3 clusters Score -1524454 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1524469.625000 Penalty: 2855.327393
	Iteration 42Q: 3 clusters Score -1524470 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -1524487.750000 Penalty: 2855.327393
	Iteration 43Q: 3 clusters Score -1524488 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -1524499.875000 Penalty: 2855.327393
	Iteration 44Q: 3 clusters Score -1524500 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -1524508.250000 Penalty: 2855.327393
	Iteration 45Q: 3 clusters Score -1524508 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -1524519.250000 Penalty: 2855.327393
	Iteration 46Q: 3 clusters Score -1524519 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1524528.625000 Penalty: 2855.327393
	Iteration 47Q: 3 clusters Score -1524529 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1524537.125000 Penalty: 2855.327393
	Iteration 48Q: 3 clusters Score -1524537 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -1524550.625000 Penalty: 2855.327393
	Iteration 49Q: 3 clusters Score -1524551 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -1524559.250000 Penalty: 2855.327393
	Iteration 50Q: 3 clusters Score -1524559 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1524563.375000 Penalty: 2855.327393
	Iteration 51Q: 3 clusters Score -1524563 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -1524571.625000 Penalty: 2855.327393
	Iteration 52Q: 3 clusters Score -1524572 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -1524580.375000 Penalty: 2855.327393
	Iteration 53Q: 3 clusters Score -1524580 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1524583.250000 Penalty: 2855.327393
	Iteration 54Q: 3 clusters Score -1524583 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -1524590.125000 Penalty: 2855.327393
	Iteration 55Q: 3 clusters Score -1524590 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1524590.625000 Penalty: 2855.327393
	Iteration 56Q: 3 clusters Score -1524591 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -1524592.625000 Penalty: 2855.327393
	Iteration 57Q: 3 clusters Score -1524593 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1524598.375000 Penalty: 2855.327393
	Iteration 58Q: 3 clusters Score -1524598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -1524597.875000 Penalty: 2855.327393
	Iteration 59Q: 3 clusters Score -1524598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -1524601.250000 Penalty: 2855.327393
	Iteration 60F: 3 clusters Score -1524601 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -1524604.250000 Penalty: 2855.327393
	Iteration 61Q: 3 clusters Score -1524604 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1524611.625000 Penalty: 2855.327393
	Iteration 62Q: 3 clusters Score -1524612 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1524611.000000 Penalty: 2855.327393
	Iteration 63Q: 3 clusters Score -1524611 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -1524611.375000 Penalty: 2855.327393
	Iteration 64Q: 3 clusters Score -1524611 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1524614.125000 Penalty: 2855.327393
	Iteration 65Q: 3 clusters Score -1524614 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -1524617.250000 Penalty: 2855.327393
	Iteration 66Q: 3 clusters Score -1524617 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -1524622.500000 Penalty: 2855.327393
	Iteration 67Q: 3 clusters Score -1524622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1524624.875000 Penalty: 2855.327393
	Iteration 68Q: 3 clusters Score -1524625 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1524624.875000 Penalty: 2855.327393
	Iteration 69Q: 3 clusters Score -1524625 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1524630.125000 Penalty: 2855.327393
	Iteration 70Q: 3 clusters Score -1524630 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -1524631.125000 Penalty: 2855.327393
	Iteration 71Q: 3 clusters Score -1524631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1524635.625000 Penalty: 2855.327393
	Iteration 72Q: 3 clusters Score -1524636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1524637.375000 Penalty: 2855.327393
	Iteration 73Q: 3 clusters Score -1524637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -1524637.000000 Penalty: 2855.327393
	Iteration 74Q: 3 clusters Score -1524637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1524635.125000 Penalty: 2855.327393
	Iteration 75Q: 3 clusters Score -1524635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1524635.250000 Penalty: 2855.327393
	Iteration 76Q: 3 clusters Score -1524635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -1524638.000000 Penalty: 2855.327393
	Iteration 77Q: 3 clusters Score -1524638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -1524638.875000 Penalty: 2855.327393
	Iteration 78Q: 3 clusters Score -1524639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1524640.250000 Penalty: 2855.327393
	Iteration 79Q: 3 clusters Score -1524640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1524642.000000 Penalty: 2855.327393
	Iteration 80F: 3 clusters Score -1524642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1524643.750000 Penalty: 2855.327393
	Iteration 81Q: 3 clusters Score -1524644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1524643.750000 Penalty: 2855.327393
	Iteration 82F: 3 clusters Score -1524644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Entering Unmasked Estep 
Score: -346954.812500 Penalty: 1221.666504
	Iteration 0F: 2 clusters Score -346954.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -344083.718750 Penalty: 2443.333008
	Iteration 0F: 3 clusters Score -344083.7 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -344874.062500 Penalty: 2443.333008
	Iteration 1F: 3 clusters Score -344874.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -345081.125000 Penalty: 2443.333008
	Iteration 2F: 3 clusters Score -345081.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -345227.812500 Penalty: 2443.333008
	Iteration 3F: 3 clusters Score -345227.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -345357.062500 Penalty: 2443.333008
	Iteration 4Q: 3 clusters Score -345357.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -345463.937500 Penalty: 2443.333008
	Iteration 5Q: 3 clusters Score -345463.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -345573.093750 Penalty: 2443.333008
	Iteration 6Q: 3 clusters Score -345573.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -345688.906250 Penalty: 2443.333008
	Iteration 7Q: 3 clusters Score -345688.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -345791.375000 Penalty: 2443.333008
	Iteration 8Q: 3 clusters Score -345791.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -345888.906250 Penalty: 2443.333008
	Iteration 9Q: 3 clusters Score -345888.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -345972.531250 Penalty: 2443.333008
	Iteration 10Q: 3 clusters Score -345972.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -346033.812500 Penalty: 2443.333008
	Iteration 11Q: 3 clusters Score -346033.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -346075.250000 Penalty: 2443.333008
	Iteration 12Q: 3 clusters Score -346075.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -346103.937500 Penalty: 2443.333008
	Iteration 13Q: 3 clusters Score -346103.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -346126.781250 Penalty: 2443.333008
	Iteration 14Q: 3 clusters Score -346126.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -346142.062500 Penalty: 2443.333008
	Iteration 15Q: 3 clusters Score -346142.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -346152.937500 Penalty: 2443.333008
	Iteration 16Q: 3 clusters Score -346152.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -346160.937500 Penalty: 2443.333008
	Iteration 17Q: 3 clusters Score -346160.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -346168.187500 Penalty: 2443.333008
	Iteration 18Q: 3 clusters Score -346168.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -346177.875000 Penalty: 2443.333008
	Iteration 19Q: 3 clusters Score -346177.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -346189.000000 Penalty: 2443.333008
	Iteration 20F: 3 clusters Score -346189 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -346202.812500 Penalty: 2443.333008
	Iteration 21Q: 3 clusters Score -346202.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -346213.562500 Penalty: 2443.333008
	Iteration 22Q: 3 clusters Score -346213.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -346223.968750 Penalty: 2443.333008
	Iteration 23Q: 3 clusters Score -346224 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -346237.593750 Penalty: 2443.333008
	Iteration 24Q: 3 clusters Score -346237.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -346247.437500 Penalty: 2443.333008
	Iteration 25Q: 3 clusters Score -346247.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -346257.937500 Penalty: 2443.333008
	Iteration 26Q: 3 clusters Score -346257.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -346265.375000 Penalty: 2443.333008
	Iteration 27Q: 3 clusters Score -346265.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -346276.937500 Penalty: 2443.333008
	Iteration 28Q: 3 clusters Score -346276.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -346285.343750 Penalty: 2443.333008
	Iteration 29Q: 3 clusters Score -346285.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -346292.781250 Penalty: 2443.333008
	Iteration 30Q: 3 clusters Score -346292.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -346299.500000 Penalty: 2443.333008
	Iteration 31Q: 3 clusters Score -346299.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -346304.125000 Penalty: 2443.333008
	Iteration 32Q: 3 clusters Score -346304.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -346309.062500 Penalty: 2443.333008
	Iteration 33Q: 3 clusters Score -346309.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -346314.062500 Penalty: 2443.333008
	Iteration 34Q: 3 clusters Score -346314.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -346316.968750 Penalty: 2443.333008
	Iteration 35Q: 3 clusters Score -346317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -346318.625000 Penalty: 2443.333008
	Iteration 36Q: 3 clusters Score -346318.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -346321.937500 Penalty: 2443.333008
	Iteration 37Q: 3 clusters Score -346321.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -346325.593750 Penalty: 2443.333008
	Iteration 38Q: 3 clusters Score -346325.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -346329.093750 Penalty: 2443.333008
	Iteration 39Q: 3 clusters Score -346329.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -346331.375000 Penalty: 2443.333008
	Iteration 40F: 3 clusters Score -346331.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -346333.093750 Penalty: 2443.333008
	Iteration 41Q: 3 clusters Score -346333.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -346333.875000 Penalty: 2443.333008
	Iteration 42Q: 3 clusters Score -346333.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -346333.875000 Penalty: 2443.333008
	Iteration 43F: 3 clusters Score -346333.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (18520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Entering Unmasked Estep 
Score: -1899950.125000 Penalty: 1462.199097
	Iteration 0F: 2 clusters Score -1899950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1887805.250000 Penalty: 2924.398193
	Iteration 0F: 3 clusters Score -1887805 nChanged 8082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1892109.500000 Penalty: 2924.398193
	Iteration 1F: 3 clusters Score -1892110 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1892498.125000 Penalty: 2924.398193
	Iteration 2F: 3 clusters Score -1892498 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1892811.500000 Penalty: 2924.398193
	Iteration 3Q: 3 clusters Score -1892812 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -1893089.875000 Penalty: 2924.398193
	Iteration 4Q: 3 clusters Score -1893090 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1893365.250000 Penalty: 2924.398193
	Iteration 5Q: 3 clusters Score -1893365 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1893686.375000 Penalty: 2924.398193
	Iteration 6Q: 3 clusters Score -1893686 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -1894047.125000 Penalty: 2924.398193
	Iteration 7Q: 3 clusters Score -1894047 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -1894531.250000 Penalty: 2924.398193
	Iteration 8Q: 3 clusters Score -1894531 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -1895115.000000 Penalty: 2924.398193
	Iteration 9Q: 3 clusters Score -1895115 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -1895791.250000 Penalty: 2924.398193
	Iteration 10F: 3 clusters Score -1895791 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -1896499.500000 Penalty: 2924.398193
	Iteration 11Q: 3 clusters Score -1896500 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -1897107.000000 Penalty: 2924.398193
	Iteration 12Q: 3 clusters Score -1897107 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -1897637.875000 Penalty: 2924.398193
	Iteration 13Q: 3 clusters Score -1897638 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -1897989.500000 Penalty: 2924.398193
	Iteration 14Q: 3 clusters Score -1897990 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -1898241.125000 Penalty: 2924.398193
	Iteration 15Q: 3 clusters Score -1898241 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -1898425.125000 Penalty: 2924.398193
	Iteration 16Q: 3 clusters Score -1898425 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -1898537.375000 Penalty: 2924.398193
	Iteration 17Q: 3 clusters Score -1898537 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -1898605.375000 Penalty: 2924.398193
	Iteration 18Q: 3 clusters Score -1898605 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -1898665.750000 Penalty: 2924.398193
	Iteration 19Q: 3 clusters Score -1898666 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -1898705.250000 Penalty: 2924.398193
	Iteration 20F: 3 clusters Score -1898705 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -1898745.000000 Penalty: 2924.398193
	Iteration 21Q: 3 clusters Score -1898745 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -1898767.250000 Penalty: 2924.398193
	Iteration 22Q: 3 clusters Score -1898767 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -1898776.000000 Penalty: 2924.398193
	Iteration 23Q: 3 clusters Score -1898776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -1898791.250000 Penalty: 2924.398193
	Iteration 24Q: 3 clusters Score -1898791 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -1898799.125000 Penalty: 2924.398193
	Iteration 25Q: 3 clusters Score -1898799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -1898806.125000 Penalty: 2924.398193
	Iteration 26Q: 3 clusters Score -1898806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -1898810.375000 Penalty: 2924.398193
	Iteration 27Q: 3 clusters Score -1898810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -1898811.250000 Penalty: 2924.398193
	Iteration 28Q: 3 clusters Score -1898811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -1898814.625000 Penalty: 2924.398193
	Iteration 29Q: 3 clusters Score -1898815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -1898814.875000 Penalty: 2924.398193
	Iteration 30Q: 3 clusters Score -1898815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -1898816.000000 Penalty: 2924.398193
	Iteration 31Q: 3 clusters Score -1898816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -1898816.875000 Penalty: 2924.398193
	Iteration 32Q: 3 clusters Score -1898817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -1898820.250000 Penalty: 2924.398193
	Iteration 33Q: 3 clusters Score -1898820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -1898819.375000 Penalty: 2924.398193
	Iteration 34Q: 3 clusters Score -1898819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -1898819.375000 Penalty: 2924.398193
	Iteration 35Q: 3 clusters Score -1898819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -1898821.750000 Penalty: 2924.398193
	Iteration 36Q: 3 clusters Score -1898822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -1898825.500000 Penalty: 2924.398193
	Iteration 37Q: 3 clusters Score -1898826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -1898833.375000 Penalty: 2924.398193
	Iteration 38Q: 3 clusters Score -1898833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -1898836.875000 Penalty: 2924.398193
	Iteration 39Q: 3 clusters Score -1898837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -1898842.125000 Penalty: 2924.398193
	Iteration 40F: 3 clusters Score -1898842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -1898847.250000 Penalty: 2924.398193
	Iteration 41Q: 3 clusters Score -1898847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -1898847.500000 Penalty: 2924.398193
	Iteration 42Q: 3 clusters Score -1898848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -1898846.500000 Penalty: 2924.398193
	Iteration 43Q: 3 clusters Score -1898846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -1898847.750000 Penalty: 2924.398193
	Iteration 44Q: 3 clusters Score -1898848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -1898855.750000 Penalty: 2924.398193
	Iteration 45Q: 3 clusters Score -1898856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -1898864.000000 Penalty: 2924.398193
	Iteration 46Q: 3 clusters Score -1898864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -1898865.500000 Penalty: 2924.398193
	Iteration 47Q: 3 clusters Score -1898866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -1898865.500000 Penalty: 2924.398193
	Iteration 48Q: 3 clusters Score -1898866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -1898864.875000 Penalty: 2924.398193
	Iteration 49Q: 3 clusters Score -1898865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -1898866.125000 Penalty: 2924.398193
	Iteration 50Q: 3 clusters Score -1898866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -1898866.875000 Penalty: 2924.398193
	Iteration 51Q: 3 clusters Score -1898867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -1898874.500000 Penalty: 2924.398193
	Iteration 52Q: 3 clusters Score -1898874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -1898876.875000 Penalty: 2924.398193
	Iteration 53Q: 3 clusters Score -1898877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -1898881.625000 Penalty: 2924.398193
	Iteration 54Q: 3 clusters Score -1898882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -1898881.625000 Penalty: 2924.398193
	Iteration 55F: 3 clusters Score -1898882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Entering Unmasked Estep 
Score: -888400.875000 Penalty: 1360.545776
	Iteration 0F: 2 clusters Score -888400.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -882043.125000 Penalty: 2721.091553
	Iteration 0F: 3 clusters Score -882043.1 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -884181.625000 Penalty: 2721.091553
	Iteration 1F: 3 clusters Score -884181.6 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -884450.500000 Penalty: 2721.091553
	Iteration 2F: 3 clusters Score -884450.5 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -884658.437500 Penalty: 2721.091553
	Iteration 3F: 3 clusters Score -884658.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -884831.687500 Penalty: 2721.091553
	Iteration 4Q: 3 clusters Score -884831.7 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -884996.437500 Penalty: 2721.091553
	Iteration 5Q: 3 clusters Score -884996.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -885133.125000 Penalty: 2721.091553
	Iteration 6Q: 3 clusters Score -885133.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -885285.875000 Penalty: 2721.091553
	Iteration 7Q: 3 clusters Score -885285.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -885473.000000 Penalty: 2721.091553
	Iteration 8Q: 3 clusters Score -885473 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -885687.625000 Penalty: 2721.091553
	Iteration 9Q: 3 clusters Score -885687.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -885942.312500 Penalty: 2721.091553
	Iteration 10Q: 3 clusters Score -885942.3 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -886227.812500 Penalty: 2721.091553
	Iteration 11Q: 3 clusters Score -886227.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -886507.812500 Penalty: 2721.091553
	Iteration 12Q: 3 clusters Score -886507.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -886728.750000 Penalty: 2721.091553
	Iteration 13Q: 3 clusters Score -886728.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -886904.625000 Penalty: 2721.091553
	Iteration 14Q: 3 clusters Score -886904.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -887054.437500 Penalty: 2721.091553
	Iteration 15Q: 3 clusters Score -887054.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -887186.500000 Penalty: 2721.091553
	Iteration 16Q: 3 clusters Score -887186.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -887267.250000 Penalty: 2721.091553
	Iteration 17Q: 3 clusters Score -887267.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -887317.812500 Penalty: 2721.091553
	Iteration 18Q: 3 clusters Score -887317.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -887347.375000 Penalty: 2721.091553
	Iteration 19Q: 3 clusters Score -887347.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -887369.750000 Penalty: 2721.091553
	Iteration 20F: 3 clusters Score -887369.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -887382.562500 Penalty: 2721.091553
	Iteration 21Q: 3 clusters Score -887382.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -887392.312500 Penalty: 2721.091553
	Iteration 22Q: 3 clusters Score -887392.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -887405.125000 Penalty: 2721.091553
	Iteration 23Q: 3 clusters Score -887405.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -887412.500000 Penalty: 2721.091553
	Iteration 24Q: 3 clusters Score -887412.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -887415.937500 Penalty: 2721.091553
	Iteration 25Q: 3 clusters Score -887415.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -887420.062500 Penalty: 2721.091553
	Iteration 26Q: 3 clusters Score -887420.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -887421.125000 Penalty: 2721.091553
	Iteration 27Q: 3 clusters Score -887421.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -887425.250000 Penalty: 2721.091553
	Iteration 28Q: 3 clusters Score -887425.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -887425.937500 Penalty: 2721.091553
	Iteration 29Q: 3 clusters Score -887425.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -887432.000000 Penalty: 2721.091553
	Iteration 30Q: 3 clusters Score -887432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -887435.250000 Penalty: 2721.091553
	Iteration 31Q: 3 clusters Score -887435.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -887441.187500 Penalty: 2721.091553
	Iteration 32Q: 3 clusters Score -887441.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -887444.750000 Penalty: 2721.091553
	Iteration 33Q: 3 clusters Score -887444.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -887450.562500 Penalty: 2721.091553
	Iteration 34Q: 3 clusters Score -887450.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -887456.375000 Penalty: 2721.091553
	Iteration 35Q: 3 clusters Score -887456.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -887460.125000 Penalty: 2721.091553
	Iteration 36Q: 3 clusters Score -887460.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -887461.750000 Penalty: 2721.091553
	Iteration 37Q: 3 clusters Score -887461.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -887465.000000 Penalty: 2721.091553
	Iteration 38Q: 3 clusters Score -887465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -887468.312500 Penalty: 2721.091553
	Iteration 39Q: 3 clusters Score -887468.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -887466.750000 Penalty: 2721.091553
	Iteration 40F: 3 clusters Score -887466.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -887470.250000 Penalty: 2721.091553
	Iteration 41Q: 3 clusters Score -887470.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -887472.312500 Penalty: 2721.091553
	Iteration 42Q: 3 clusters Score -887472.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -887473.187500 Penalty: 2721.091553
	Iteration 43Q: 3 clusters Score -887473.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -887476.375000 Penalty: 2721.091553
	Iteration 44Q: 3 clusters Score -887476.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -887476.187500 Penalty: 2721.091553
	Iteration 45Q: 3 clusters Score -887476.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -887475.937500 Penalty: 2721.091553
	Iteration 46Q: 3 clusters Score -887475.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -887476.625000 Penalty: 2721.091553
	Iteration 47Q: 3 clusters Score -887476.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -887477.812500 Penalty: 2721.091553
	Iteration 48Q: 3 clusters Score -887477.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -887478.312500 Penalty: 2721.091553
	Iteration 49Q: 3 clusters Score -887478.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -887478.312500 Penalty: 2721.091553
	Iteration 50F: 3 clusters Score -887478.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (13395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Entering Unmasked Estep 
Score: -1339482.500000 Penalty: 1413.992432
	Iteration 0F: 2 clusters Score -1339482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1330680.625000 Penalty: 2827.984863
	Iteration 0F: 3 clusters Score -1330681 nChanged 5745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1333848.375000 Penalty: 2827.984863
	Iteration 1F: 3 clusters Score -1333848 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1334214.625000 Penalty: 2827.984863
	Iteration 2F: 3 clusters Score -1334215 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1334507.875000 Penalty: 2827.984863
	Iteration 3Q: 3 clusters Score -1334508 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1334800.250000 Penalty: 2827.984863
	Iteration 4Q: 3 clusters Score -1334800 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1335081.375000 Penalty: 2827.984863
	Iteration 5Q: 3 clusters Score -1335081 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1335390.125000 Penalty: 2827.984863
	Iteration 6Q: 3 clusters Score -1335390 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1335692.875000 Penalty: 2827.984863
	Iteration 7Q: 3 clusters Score -1335693 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1335973.250000 Penalty: 2827.984863
	Iteration 8Q: 3 clusters Score -1335973 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1336259.625000 Penalty: 2827.984863
	Iteration 9Q: 3 clusters Score -1336260 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1336536.500000 Penalty: 2827.984863
	Iteration 10Q: 3 clusters Score -1336536 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1336817.250000 Penalty: 2827.984863
	Iteration 11Q: 3 clusters Score -1336817 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1337081.250000 Penalty: 2827.984863
	Iteration 12Q: 3 clusters Score -1337081 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1337335.375000 Penalty: 2827.984863
	Iteration 13Q: 3 clusters Score -1337335 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1337531.750000 Penalty: 2827.984863
	Iteration 14Q: 3 clusters Score -1337532 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1337711.875000 Penalty: 2827.984863
	Iteration 15Q: 3 clusters Score -1337712 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1337837.625000 Penalty: 2827.984863
	Iteration 16Q: 3 clusters Score -1337838 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1337940.625000 Penalty: 2827.984863
	Iteration 17Q: 3 clusters Score -1337941 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1338034.750000 Penalty: 2827.984863
	Iteration 18Q: 3 clusters Score -1338035 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1338121.875000 Penalty: 2827.984863
	Iteration 19Q: 3 clusters Score -1338122 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1338200.625000 Penalty: 2827.984863
	Iteration 20F: 3 clusters Score -1338201 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1338275.875000 Penalty: 2827.984863
	Iteration 21Q: 3 clusters Score -1338276 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1338343.000000 Penalty: 2827.984863
	Iteration 22Q: 3 clusters Score -1338343 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1338387.625000 Penalty: 2827.984863
	Iteration 23Q: 3 clusters Score -1338388 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1338430.250000 Penalty: 2827.984863
	Iteration 24Q: 3 clusters Score -1338430 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1338471.500000 Penalty: 2827.984863
	Iteration 25Q: 3 clusters Score -1338472 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1338511.875000 Penalty: 2827.984863
	Iteration 26Q: 3 clusters Score -1338512 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1338541.000000 Penalty: 2827.984863
	Iteration 27Q: 3 clusters Score -1338541 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1338564.000000 Penalty: 2827.984863
	Iteration 28Q: 3 clusters Score -1338564 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1338583.250000 Penalty: 2827.984863
	Iteration 29Q: 3 clusters Score -1338583 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1338604.625000 Penalty: 2827.984863
	Iteration 30Q: 3 clusters Score -1338605 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1338619.375000 Penalty: 2827.984863
	Iteration 31Q: 3 clusters Score -1338619 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1338628.000000 Penalty: 2827.984863
	Iteration 32Q: 3 clusters Score -1338628 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1338639.875000 Penalty: 2827.984863
	Iteration 33Q: 3 clusters Score -1338640 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1338649.875000 Penalty: 2827.984863
	Iteration 34Q: 3 clusters Score -1338650 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1338656.125000 Penalty: 2827.984863
	Iteration 35Q: 3 clusters Score -1338656 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1338667.875000 Penalty: 2827.984863
	Iteration 36Q: 3 clusters Score -1338668 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1338670.625000 Penalty: 2827.984863
	Iteration 37Q: 3 clusters Score -1338671 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1338677.500000 Penalty: 2827.984863
	Iteration 38Q: 3 clusters Score -1338678 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1338681.250000 Penalty: 2827.984863
	Iteration 39Q: 3 clusters Score -1338681 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1338686.625000 Penalty: 2827.984863
	Iteration 40F: 3 clusters Score -1338687 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1338688.125000 Penalty: 2827.984863
	Iteration 41Q: 3 clusters Score -1338688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1338692.500000 Penalty: 2827.984863
	Iteration 42Q: 3 clusters Score -1338692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1338693.250000 Penalty: 2827.984863
	Iteration 43Q: 3 clusters Score -1338693 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1338694.250000 Penalty: 2827.984863
	Iteration 44Q: 3 clusters Score -1338694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1338699.750000 Penalty: 2827.984863
	Iteration 45Q: 3 clusters Score -1338700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1338701.875000 Penalty: 2827.984863
	Iteration 46Q: 3 clusters Score -1338702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1338706.750000 Penalty: 2827.984863
	Iteration 47Q: 3 clusters Score -1338707 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1338709.125000 Penalty: 2827.984863
	Iteration 48Q: 3 clusters Score -1338709 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1338711.500000 Penalty: 2827.984863
	Iteration 49Q: 3 clusters Score -1338712 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1338714.125000 Penalty: 2827.984863
	Iteration 50Q: 3 clusters Score -1338714 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1338717.250000 Penalty: 2827.984863
	Iteration 51Q: 3 clusters Score -1338717 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1338720.625000 Penalty: 2827.984863
	Iteration 52Q: 3 clusters Score -1338721 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1338721.125000 Penalty: 2827.984863
	Iteration 53Q: 3 clusters Score -1338721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1338726.750000 Penalty: 2827.984863
	Iteration 54Q: 3 clusters Score -1338727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1338728.000000 Penalty: 2827.984863
	Iteration 55Q: 3 clusters Score -1338728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1338727.250000 Penalty: 2827.984863
	Iteration 56Q: 3 clusters Score -1338727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1338726.750000 Penalty: 2827.984863
	Iteration 57Q: 3 clusters Score -1338727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1338726.875000 Penalty: 2827.984863
	Iteration 58Q: 3 clusters Score -1338727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1338727.500000 Penalty: 2827.984863
	Iteration 59Q: 3 clusters Score -1338728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1338726.375000 Penalty: 2827.984863
	Iteration 60F: 3 clusters Score -1338726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1338725.500000 Penalty: 2827.984863
	Iteration 61Q: 3 clusters Score -1338726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1338728.125000 Penalty: 2827.984863
	Iteration 62Q: 3 clusters Score -1338728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1338728.125000 Penalty: 2827.984863
	Iteration 63F: 3 clusters Score -1338728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (16107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Entering Unmasked Estep 
Score: -1691146.500000 Penalty: 1441.427002
	Iteration 0F: 2 clusters Score -1691146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1680580.875000 Penalty: 2882.854004
	Iteration 0F: 3 clusters Score -1680581 nChanged 6953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1684186.875000 Penalty: 2882.854004
	Iteration 1F: 3 clusters Score -1684187 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1684553.500000 Penalty: 2882.854004
	Iteration 2F: 3 clusters Score -1684554 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1684798.250000 Penalty: 2882.854004
	Iteration 3Q: 3 clusters Score -1684798 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1684984.625000 Penalty: 2882.854004
	Iteration 4Q: 3 clusters Score -1684985 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1685145.375000 Penalty: 2882.854004
	Iteration 5Q: 3 clusters Score -1685145 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1685271.750000 Penalty: 2882.854004
	Iteration 6Q: 3 clusters Score -1685272 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1685371.125000 Penalty: 2882.854004
	Iteration 7Q: 3 clusters Score -1685371 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1685448.250000 Penalty: 2882.854004
	Iteration 8Q: 3 clusters Score -1685448 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1685532.500000 Penalty: 2882.854004
	Iteration 9Q: 3 clusters Score -1685532 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1685601.000000 Penalty: 2882.854004
	Iteration 10Q: 3 clusters Score -1685601 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1685667.750000 Penalty: 2882.854004
	Iteration 11Q: 3 clusters Score -1685668 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1685735.375000 Penalty: 2882.854004
	Iteration 12Q: 3 clusters Score -1685735 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1685799.625000 Penalty: 2882.854004
	Iteration 13Q: 3 clusters Score -1685800 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1685890.625000 Penalty: 2882.854004
	Iteration 14Q: 3 clusters Score -1685891 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1685997.750000 Penalty: 2882.854004
	Iteration 15Q: 3 clusters Score -1685998 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1686152.500000 Penalty: 2882.854004
	Iteration 16Q: 3 clusters Score -1686152 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1686326.125000 Penalty: 2882.854004
	Iteration 17Q: 3 clusters Score -1686326 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1686538.250000 Penalty: 2882.854004
	Iteration 18Q: 3 clusters Score -1686538 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1686809.000000 Penalty: 2882.854004
	Iteration 19Q: 3 clusters Score -1686809 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -1687148.625000 Penalty: 2882.854004
	Iteration 20F: 3 clusters Score -1687149 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -1687533.000000 Penalty: 2882.854004
	Iteration 21Q: 3 clusters Score -1687533 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -1687915.250000 Penalty: 2882.854004
	Iteration 22Q: 3 clusters Score -1687915 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -1688304.625000 Penalty: 2882.854004
	Iteration 23Q: 3 clusters Score -1688305 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -1688692.250000 Penalty: 2882.854004
	Iteration 24Q: 3 clusters Score -1688692 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -1689036.500000 Penalty: 2882.854004
	Iteration 25Q: 3 clusters Score -1689036 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -1689308.750000 Penalty: 2882.854004
	Iteration 26Q: 3 clusters Score -1689309 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -1689514.375000 Penalty: 2882.854004
	Iteration 27Q: 3 clusters Score -1689514 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -1689650.750000 Penalty: 2882.854004
	Iteration 28Q: 3 clusters Score -1689651 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -1689760.500000 Penalty: 2882.854004
	Iteration 29Q: 3 clusters Score -1689760 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -1689828.750000 Penalty: 2882.854004
	Iteration 30Q: 3 clusters Score -1689829 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -1689881.750000 Penalty: 2882.854004
	Iteration 31Q: 3 clusters Score -1689882 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -1689924.750000 Penalty: 2882.854004
	Iteration 32Q: 3 clusters Score -1689925 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -1689961.875000 Penalty: 2882.854004
	Iteration 33Q: 3 clusters Score -1689962 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -1689974.625000 Penalty: 2882.854004
	Iteration 34Q: 3 clusters Score -1689975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -1689989.750000 Penalty: 2882.854004
	Iteration 35Q: 3 clusters Score -1689990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -1689993.500000 Penalty: 2882.854004
	Iteration 36Q: 3 clusters Score -1689994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -1689998.375000 Penalty: 2882.854004
	Iteration 37Q: 3 clusters Score -1689998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -1690006.375000 Penalty: 2882.854004
	Iteration 38Q: 3 clusters Score -1690006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -1690015.875000 Penalty: 2882.854004
	Iteration 39Q: 3 clusters Score -1690016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -1690023.750000 Penalty: 2882.854004
	Iteration 40F: 3 clusters Score -1690024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -1690034.875000 Penalty: 2882.854004
	Iteration 41Q: 3 clusters Score -1690035 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -1690047.375000 Penalty: 2882.854004
	Iteration 42Q: 3 clusters Score -1690047 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -1690055.250000 Penalty: 2882.854004
	Iteration 43Q: 3 clusters Score -1690055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -1690058.500000 Penalty: 2882.854004
	Iteration 44Q: 3 clusters Score -1690058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -1690063.750000 Penalty: 2882.854004
	Iteration 45Q: 3 clusters Score -1690064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -1690063.750000 Penalty: 2882.854004
	Iteration 46F: 3 clusters Score -1690064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Entering Unmasked Estep 
Score: -523656.843750 Penalty: 1267.388062
	Iteration 0F: 2 clusters Score -523656.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -520019.718750 Penalty: 2534.776123
	Iteration 0F: 3 clusters Score -520019.7 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -521084.812500 Penalty: 2534.776123
	Iteration 1F: 3 clusters Score -521084.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -521280.812500 Penalty: 2534.776123
	Iteration 2F: 3 clusters Score -521280.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -521421.312500 Penalty: 2534.776123
	Iteration 3Q: 3 clusters Score -521421.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -521509.812500 Penalty: 2534.776123
	Iteration 4Q: 3 clusters Score -521509.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -521578.468750 Penalty: 2534.776123
	Iteration 5Q: 3 clusters Score -521578.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -521628.343750 Penalty: 2534.776123
	Iteration 6Q: 3 clusters Score -521628.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -521673.281250 Penalty: 2534.776123
	Iteration 7Q: 3 clusters Score -521673.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -521704.593750 Penalty: 2534.776123
	Iteration 8Q: 3 clusters Score -521704.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -521725.750000 Penalty: 2534.776123
	Iteration 9Q: 3 clusters Score -521725.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -521744.031250 Penalty: 2534.776123
	Iteration 10Q: 3 clusters Score -521744 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -521757.375000 Penalty: 2534.776123
	Iteration 11Q: 3 clusters Score -521757.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -521768.218750 Penalty: 2534.776123
	Iteration 12Q: 3 clusters Score -521768.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -521780.406250 Penalty: 2534.776123
	Iteration 13Q: 3 clusters Score -521780.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -521794.250000 Penalty: 2534.776123
	Iteration 14Q: 3 clusters Score -521794.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -521804.062500 Penalty: 2534.776123
	Iteration 15Q: 3 clusters Score -521804.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -521813.281250 Penalty: 2534.776123
	Iteration 16Q: 3 clusters Score -521813.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -521819.812500 Penalty: 2534.776123
	Iteration 17Q: 3 clusters Score -521819.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -521825.406250 Penalty: 2534.776123
	Iteration 18Q: 3 clusters Score -521825.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -521831.031250 Penalty: 2534.776123
	Iteration 19Q: 3 clusters Score -521831 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -521836.968750 Penalty: 2534.776123
	Iteration 20F: 3 clusters Score -521837 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -521841.656250 Penalty: 2534.776123
	Iteration 21Q: 3 clusters Score -521841.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -521848.218750 Penalty: 2534.776123
	Iteration 22Q: 3 clusters Score -521848.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -521854.656250 Penalty: 2534.776123
	Iteration 23Q: 3 clusters Score -521854.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -521863.000000 Penalty: 2534.776123
	Iteration 24Q: 3 clusters Score -521863 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -521872.250000 Penalty: 2534.776123
	Iteration 25Q: 3 clusters Score -521872.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -521876.250000 Penalty: 2534.776123
	Iteration 26Q: 3 clusters Score -521876.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -521880.062500 Penalty: 2534.776123
	Iteration 27Q: 3 clusters Score -521880.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -521884.468750 Penalty: 2534.776123
	Iteration 28Q: 3 clusters Score -521884.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -521889.562500 Penalty: 2534.776123
	Iteration 29Q: 3 clusters Score -521889.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -521897.218750 Penalty: 2534.776123
	Iteration 30Q: 3 clusters Score -521897.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -521904.906250 Penalty: 2534.776123
	Iteration 31Q: 3 clusters Score -521904.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -521912.500000 Penalty: 2534.776123
	Iteration 32Q: 3 clusters Score -521912.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -521920.656250 Penalty: 2534.776123
	Iteration 33Q: 3 clusters Score -521920.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -521927.687500 Penalty: 2534.776123
	Iteration 34Q: 3 clusters Score -521927.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -521936.718750 Penalty: 2534.776123
	Iteration 35Q: 3 clusters Score -521936.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -521944.375000 Penalty: 2534.776123
	Iteration 36Q: 3 clusters Score -521944.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -521953.750000 Penalty: 2534.776123
	Iteration 37Q: 3 clusters Score -521953.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -521962.031250 Penalty: 2534.776123
	Iteration 38Q: 3 clusters Score -521962 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -521974.375000 Penalty: 2534.776123
	Iteration 39Q: 3 clusters Score -521974.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -521989.906250 Penalty: 2534.776123
	Iteration 40F: 3 clusters Score -521989.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -522003.937500 Penalty: 2534.776123
	Iteration 41Q: 3 clusters Score -522003.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -522019.500000 Penalty: 2534.776123
	Iteration 42Q: 3 clusters Score -522019.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -522034.812500 Penalty: 2534.776123
	Iteration 43Q: 3 clusters Score -522034.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -522055.656250 Penalty: 2534.776123
	Iteration 44Q: 3 clusters Score -522055.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -522082.250000 Penalty: 2534.776123
	Iteration 45Q: 3 clusters Score -522082.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -522108.812500 Penalty: 2534.776123
	Iteration 46Q: 3 clusters Score -522108.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -522142.781250 Penalty: 2534.776123
	Iteration 47Q: 3 clusters Score -522142.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -522187.531250 Penalty: 2534.776123
	Iteration 48Q: 3 clusters Score -522187.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -522230.125000 Penalty: 2534.776123
	Iteration 49Q: 3 clusters Score -522230.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -522275.062500 Penalty: 2534.776123
	Iteration 50Q: 3 clusters Score -522275.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -522314.593750 Penalty: 2534.776123
	Iteration 51Q: 3 clusters Score -522314.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -522357.343750 Penalty: 2534.776123
	Iteration 52Q: 3 clusters Score -522357.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -522409.250000 Penalty: 2534.776123
	Iteration 53Q: 3 clusters Score -522409.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -522451.718750 Penalty: 2534.776123
	Iteration 54Q: 3 clusters Score -522451.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -522488.125000 Penalty: 2534.776123
	Iteration 55Q: 3 clusters Score -522488.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -522519.187500 Penalty: 2534.776123
	Iteration 56Q: 3 clusters Score -522519.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -522543.593750 Penalty: 2534.776123
	Iteration 57Q: 3 clusters Score -522543.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -522565.531250 Penalty: 2534.776123
	Iteration 58Q: 3 clusters Score -522565.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -522586.968750 Penalty: 2534.776123
	Iteration 59Q: 3 clusters Score -522587 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -522602.531250 Penalty: 2534.776123
	Iteration 60F: 3 clusters Score -522602.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -522617.281250 Penalty: 2534.776123
	Iteration 61Q: 3 clusters Score -522617.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -522626.125000 Penalty: 2534.776123
	Iteration 62Q: 3 clusters Score -522626.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -522631.343750 Penalty: 2534.776123
	Iteration 63Q: 3 clusters Score -522631.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -522636.437500 Penalty: 2534.776123
	Iteration 64Q: 3 clusters Score -522636.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -522642.468750 Penalty: 2534.776123
	Iteration 65Q: 3 clusters Score -522642.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -522644.812500 Penalty: 2534.776123
	Iteration 66Q: 3 clusters Score -522644.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -522649.406250 Penalty: 2534.776123
	Iteration 67Q: 3 clusters Score -522649.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -522653.125000 Penalty: 2534.776123
	Iteration 68Q: 3 clusters Score -522653.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -522655.312500 Penalty: 2534.776123
	Iteration 69Q: 3 clusters Score -522655.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -522658.250000 Penalty: 2534.776123
	Iteration 70Q: 3 clusters Score -522658.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -522659.718750 Penalty: 2534.776123
	Iteration 71Q: 3 clusters Score -522659.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -522660.468750 Penalty: 2534.776123
	Iteration 72Q: 3 clusters Score -522660.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -522662.812500 Penalty: 2534.776123
	Iteration 73Q: 3 clusters Score -522662.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -522663.000000 Penalty: 2534.776123
	Iteration 74Q: 3 clusters Score -522663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -522664.312500 Penalty: 2534.776123
	Iteration 75Q: 3 clusters Score -522664.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -522667.437500 Penalty: 2534.776123
	Iteration 76Q: 3 clusters Score -522667.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -522670.312500 Penalty: 2534.776123
	Iteration 77Q: 3 clusters Score -522670.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -522671.750000 Penalty: 2534.776123
	Iteration 78Q: 3 clusters Score -522671.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -522675.250000 Penalty: 2534.776123
	Iteration 79Q: 3 clusters Score -522675.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -522678.375000 Penalty: 2534.776123
	Iteration 80F: 3 clusters Score -522678.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -522680.343750 Penalty: 2534.776123
	Iteration 81Q: 3 clusters Score -522680.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -522682.906250 Penalty: 2534.776123
	Iteration 82Q: 3 clusters Score -522682.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -522686.500000 Penalty: 2534.776123
	Iteration 83Q: 3 clusters Score -522686.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -522686.187500 Penalty: 2534.776123
	Iteration 84Q: 3 clusters Score -522686.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -522688.031250 Penalty: 2534.776123
	Iteration 85Q: 3 clusters Score -522688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -522688.031250 Penalty: 2534.776123
	Iteration 86F: 3 clusters Score -522688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (106146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106146 members 
Entering Unmasked Estep 
Score: -10742910.000000 Penalty: 1721.998535
	Iteration 0F: 2 clusters Score -1.074291e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52991 members 
Mstep: Class 2 contains 53155 members 
Entering Unmasked Estep 
Score: -10673542.000000 Penalty: 3443.997070
	Iteration 0F: 3 clusters Score -1.067354e+07 nChanged 50200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53785 members 
Mstep: Class 2 contains 52361 members 
Entering Unmasked Estep 
Score: -10702107.000000 Penalty: 3443.997070
	Iteration 1F: 3 clusters Score -1.070211e+07 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54208 members 
Mstep: Class 2 contains 51938 members 
Entering Unmasked Estep 
Score: -10703057.000000 Penalty: 3443.997070
	Iteration 2Q: 3 clusters Score -1.070306e+07 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54769 members 
Mstep: Class 2 contains 51377 members 
Entering Unmasked Estep 
Score: -10704239.000000 Penalty: 3443.997070
	Iteration 3Q: 3 clusters Score -1.070424e+07 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55612 members 
Mstep: Class 2 contains 50534 members 
Entering Unmasked Estep 
Score: -10705658.000000 Penalty: 3443.997070
	Iteration 4Q: 3 clusters Score -1.070566e+07 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56652 members 
Mstep: Class 2 contains 49494 members 
Entering Unmasked Estep 
Score: -10707476.000000 Penalty: 3443.997070
	Iteration 5Q: 3 clusters Score -1.070748e+07 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58049 members 
Mstep: Class 2 contains 48097 members 
Entering Unmasked Estep 
Score: -10709786.000000 Penalty: 3443.997070
	Iteration 6Q: 3 clusters Score -1.070979e+07 nChanged 5376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59641 members 
Mstep: Class 2 contains 46505 members 
Entering Unmasked Estep 
Score: -10712390.000000 Penalty: 3443.997070
	Iteration 7F: 3 clusters Score -1.071239e+07 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61420 members 
Mstep: Class 2 contains 44726 members 
Entering Unmasked Estep 
Score: -10715441.000000 Penalty: 3443.997070
	Iteration 8F: 3 clusters Score -1.071544e+07 nChanged 5627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63237 members 
Mstep: Class 2 contains 42909 members 
Entering Unmasked Estep 
Score: -10718849.000000 Penalty: 3443.997070
	Iteration 9F: 3 clusters Score -1.071885e+07 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64927 members 
Mstep: Class 2 contains 41219 members 
Entering Unmasked Estep 
Score: -10722304.000000 Penalty: 3443.997070
	Iteration 10F: 3 clusters Score -1.07223e+07 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66293 members 
Mstep: Class 2 contains 39853 members 
Entering Unmasked Estep 
Score: -10725009.000000 Penalty: 3443.997070
	Iteration 11Q: 3 clusters Score -1.072501e+07 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67574 members 
Mstep: Class 2 contains 38572 members 
Entering Unmasked Estep 
Score: -10726862.000000 Penalty: 3443.997070
	Iteration 12Q: 3 clusters Score -1.072686e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68682 members 
Mstep: Class 2 contains 37464 members 
Entering Unmasked Estep 
Score: -10727824.000000 Penalty: 3443.997070
	Iteration 13Q: 3 clusters Score -1.072782e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69828 members 
Mstep: Class 2 contains 36318 members 
Entering Unmasked Estep 
Score: -10728369.000000 Penalty: 3443.997070
	Iteration 14Q: 3 clusters Score -1.072837e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71023 members 
Mstep: Class 2 contains 35123 members 
Entering Unmasked Estep 
Score: -10728813.000000 Penalty: 3443.997070
	Iteration 15Q: 3 clusters Score -1.072881e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72295 members 
Mstep: Class 2 contains 33851 members 
Entering Unmasked Estep 
Score: -10729209.000000 Penalty: 3443.997070
	Iteration 16Q: 3 clusters Score -1.072921e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73638 members 
Mstep: Class 2 contains 32508 members 
Entering Unmasked Estep 
Score: -10729578.000000 Penalty: 3443.997070
	Iteration 17Q: 3 clusters Score -1.072958e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74936 members 
Mstep: Class 2 contains 31210 members 
Entering Unmasked Estep 
Score: -10729924.000000 Penalty: 3443.997070
	Iteration 18Q: 3 clusters Score -1.072992e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76273 members 
Mstep: Class 2 contains 29873 members 
Entering Unmasked Estep 
Score: -10730342.000000 Penalty: 3443.997070
	Iteration 19Q: 3 clusters Score -1.073034e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77652 members 
Mstep: Class 2 contains 28494 members 
Entering Unmasked Estep 
Score: -10730728.000000 Penalty: 3443.997070
	Iteration 20F: 3 clusters Score -1.073073e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79047 members 
Mstep: Class 2 contains 27099 members 
Entering Unmasked Estep 
Score: -10731079.000000 Penalty: 3443.997070
	Iteration 21Q: 3 clusters Score -1.073108e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80465 members 
Mstep: Class 2 contains 25681 members 
Entering Unmasked Estep 
Score: -10731448.000000 Penalty: 3443.997070
	Iteration 22Q: 3 clusters Score -1.073145e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81865 members 
Mstep: Class 2 contains 24281 members 
Entering Unmasked Estep 
Score: -10731865.000000 Penalty: 3443.997070
	Iteration 23Q: 3 clusters Score -1.073186e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83403 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -10732307.000000 Penalty: 3443.997070
	Iteration 24Q: 3 clusters Score -1.073231e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85010 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -10732784.000000 Penalty: 3443.997070
	Iteration 25Q: 3 clusters Score -1.073278e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86611 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -10733362.000000 Penalty: 3443.997070
	Iteration 26Q: 3 clusters Score -1.073336e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88320 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -10734043.000000 Penalty: 3443.997070
	Iteration 27Q: 3 clusters Score -1.073404e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90048 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -10734720.000000 Penalty: 3443.997070
	Iteration 28Q: 3 clusters Score -1.073472e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91768 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -10735413.000000 Penalty: 3443.997070
	Iteration 29Q: 3 clusters Score -1.073541e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93436 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -10736174.000000 Penalty: 3443.997070
	Iteration 30Q: 3 clusters Score -1.073617e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95083 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -10736900.000000 Penalty: 3443.997070
	Iteration 31Q: 3 clusters Score -1.07369e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96613 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -10737634.000000 Penalty: 3443.997070
	Iteration 32Q: 3 clusters Score -1.073763e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98022 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -10738348.000000 Penalty: 3443.997070
	Iteration 33Q: 3 clusters Score -1.073835e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99317 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -10739080.000000 Penalty: 3443.997070
	Iteration 34Q: 3 clusters Score -1.073908e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100440 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -10739684.000000 Penalty: 3443.997070
	Iteration 35Q: 3 clusters Score -1.073968e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101342 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -10740235.000000 Penalty: 3443.997070
	Iteration 36Q: 3 clusters Score -1.074024e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102045 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -10740649.000000 Penalty: 3443.997070
	Iteration 37Q: 3 clusters Score -1.074065e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102595 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -10740888.000000 Penalty: 3443.997070
	Iteration 38Q: 3 clusters Score -1.074089e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102995 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -10741156.000000 Penalty: 3443.997070
	Iteration 39Q: 3 clusters Score -1.074116e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103295 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -10741291.000000 Penalty: 3443.997070
	Iteration 40F: 3 clusters Score -1.074129e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103511 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -10741375.000000 Penalty: 3443.997070
	Iteration 41Q: 3 clusters Score -1.074138e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103682 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -10741430.000000 Penalty: 3443.997070
	Iteration 42Q: 3 clusters Score -1.074143e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103812 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -10741494.000000 Penalty: 3443.997070
	Iteration 43Q: 3 clusters Score -1.074149e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103921 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -10741539.000000 Penalty: 3443.997070
	Iteration 44Q: 3 clusters Score -1.074154e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104011 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -10741566.000000 Penalty: 3443.997070
	Iteration 45Q: 3 clusters Score -1.074157e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104079 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -10741602.000000 Penalty: 3443.997070
	Iteration 46Q: 3 clusters Score -1.07416e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104132 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -10741632.000000 Penalty: 3443.997070
	Iteration 47Q: 3 clusters Score -1.074163e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104180 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -10741643.000000 Penalty: 3443.997070
	Iteration 48Q: 3 clusters Score -1.074164e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104232 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -10741663.000000 Penalty: 3443.997070
	Iteration 49Q: 3 clusters Score -1.074166e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104274 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -10741703.000000 Penalty: 3443.997070
	Iteration 50Q: 3 clusters Score -1.07417e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104324 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -10741730.000000 Penalty: 3443.997070
	Iteration 51Q: 3 clusters Score -1.074173e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104360 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -10741752.000000 Penalty: 3443.997070
	Iteration 52Q: 3 clusters Score -1.074175e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104396 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -10741756.000000 Penalty: 3443.997070
	Iteration 53Q: 3 clusters Score -1.074176e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104429 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -10741767.000000 Penalty: 3443.997070
	Iteration 54Q: 3 clusters Score -1.074177e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104453 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -10741779.000000 Penalty: 3443.997070
	Iteration 55Q: 3 clusters Score -1.074178e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104484 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -10741771.000000 Penalty: 3443.997070
	Iteration 56Q: 3 clusters Score -1.074177e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104509 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -10741779.000000 Penalty: 3443.997070
	Iteration 57Q: 3 clusters Score -1.074178e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104537 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -10741786.000000 Penalty: 3443.997070
	Iteration 58Q: 3 clusters Score -1.074179e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104569 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -10741805.000000 Penalty: 3443.997070
	Iteration 59Q: 3 clusters Score -1.07418e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104603 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -10741825.000000 Penalty: 3443.997070
	Iteration 60F: 3 clusters Score -1.074182e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104641 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -10741839.000000 Penalty: 3443.997070
	Iteration 61Q: 3 clusters Score -1.074184e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104669 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -10741839.000000 Penalty: 3443.997070
	Iteration 62Q: 3 clusters Score -1.074184e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104684 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -10741840.000000 Penalty: 3443.997070
	Iteration 63Q: 3 clusters Score -1.074184e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104705 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -10741856.000000 Penalty: 3443.997070
	Iteration 64Q: 3 clusters Score -1.074186e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104725 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -10741881.000000 Penalty: 3443.997070
	Iteration 65Q: 3 clusters Score -1.074188e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104745 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -10741882.000000 Penalty: 3443.997070
	Iteration 66Q: 3 clusters Score -1.074188e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104762 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -10741874.000000 Penalty: 3443.997070
	Iteration 67Q: 3 clusters Score -1.074187e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104775 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -10741866.000000 Penalty: 3443.997070
	Iteration 68Q: 3 clusters Score -1.074187e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104783 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -10741868.000000 Penalty: 3443.997070
	Iteration 69Q: 3 clusters Score -1.074187e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104787 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -10741870.000000 Penalty: 3443.997070
	Iteration 70Q: 3 clusters Score -1.074187e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104795 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -10741876.000000 Penalty: 3443.997070
	Iteration 71Q: 3 clusters Score -1.074188e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104804 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -10741874.000000 Penalty: 3443.997070
	Iteration 72Q: 3 clusters Score -1.074187e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104813 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -10741880.000000 Penalty: 3443.997070
	Iteration 73Q: 3 clusters Score -1.074188e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104822 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -10741868.000000 Penalty: 3443.997070
	Iteration 74Q: 3 clusters Score -1.074187e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104828 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -10741891.000000 Penalty: 3443.997070
	Iteration 75Q: 3 clusters Score -1.074189e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104834 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -10741898.000000 Penalty: 3443.997070
	Iteration 76Q: 3 clusters Score -1.07419e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104841 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -10741912.000000 Penalty: 3443.997070
	Iteration 77Q: 3 clusters Score -1.074191e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104842 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -10741907.000000 Penalty: 3443.997070
	Iteration 78Q: 3 clusters Score -1.074191e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104847 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -10741922.000000 Penalty: 3443.997070
	Iteration 79Q: 3 clusters Score -1.074192e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104855 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -10741924.000000 Penalty: 3443.997070
	Iteration 80F: 3 clusters Score -1.074192e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104869 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -10741910.000000 Penalty: 3443.997070
	Iteration 81Q: 3 clusters Score -1.074191e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104879 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -10741924.000000 Penalty: 3443.997070
	Iteration 82Q: 3 clusters Score -1.074192e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104891 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -10741928.000000 Penalty: 3443.997070
	Iteration 83Q: 3 clusters Score -1.074193e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104903 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -10741940.000000 Penalty: 3443.997070
	Iteration 84Q: 3 clusters Score -1.074194e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104910 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -10741951.000000 Penalty: 3443.997070
	Iteration 85Q: 3 clusters Score -1.074195e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104920 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -10741954.000000 Penalty: 3443.997070
	Iteration 86Q: 3 clusters Score -1.074195e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104929 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -10741956.000000 Penalty: 3443.997070
	Iteration 87Q: 3 clusters Score -1.074196e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104936 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -10741972.000000 Penalty: 3443.997070
	Iteration 88Q: 3 clusters Score -1.074197e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104946 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -10741987.000000 Penalty: 3443.997070
	Iteration 89Q: 3 clusters Score -1.074199e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104956 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -10741982.000000 Penalty: 3443.997070
	Iteration 90Q: 3 clusters Score -1.074198e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104965 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -10741994.000000 Penalty: 3443.997070
	Iteration 91Q: 3 clusters Score -1.074199e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104969 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -10742002.000000 Penalty: 3443.997070
	Iteration 92Q: 3 clusters Score -1.0742e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104971 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -10741996.000000 Penalty: 3443.997070
	Iteration 93Q: 3 clusters Score -1.0742e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104980 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -10742004.000000 Penalty: 3443.997070
	Iteration 94Q: 3 clusters Score -1.0742e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104985 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -10742006.000000 Penalty: 3443.997070
	Iteration 95Q: 3 clusters Score -1.074201e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104988 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -10742005.000000 Penalty: 3443.997070
	Iteration 96Q: 3 clusters Score -1.0742e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104991 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -10742005.000000 Penalty: 3443.997070
	Iteration 97Q: 3 clusters Score -1.0742e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104992 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -10742008.000000 Penalty: 3443.997070
	Iteration 98Q: 3 clusters Score -1.074201e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104993 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -10742015.000000 Penalty: 3443.997070
	Iteration 99Q: 3 clusters Score -1.074202e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104992 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -10742006.000000 Penalty: 3443.997070
	Iteration 100F: 3 clusters Score -1.074201e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104997 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -10742017.000000 Penalty: 3443.997070
	Iteration 101Q: 3 clusters Score -1.074202e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105001 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -10742012.000000 Penalty: 3443.997070
	Iteration 102Q: 3 clusters Score -1.074201e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105006 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -10742018.000000 Penalty: 3443.997070
	Iteration 103Q: 3 clusters Score -1.074202e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105008 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -10742029.000000 Penalty: 3443.997070
	Iteration 104Q: 3 clusters Score -1.074203e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105007 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -10742027.000000 Penalty: 3443.997070
	Iteration 105Q: 3 clusters Score -1.074203e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105004 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -10742025.000000 Penalty: 3443.997070
	Iteration 106Q: 3 clusters Score -1.074202e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105005 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -10742021.000000 Penalty: 3443.997070
	Iteration 107Q: 3 clusters Score -1.074202e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105006 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -10742013.000000 Penalty: 3443.997070
	Iteration 108Q: 3 clusters Score -1.074201e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105006 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -10742012.000000 Penalty: 3443.997070
	Iteration 109Q: 3 clusters Score -1.074201e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105007 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -10742020.000000 Penalty: 3443.997070
	Iteration 110Q: 3 clusters Score -1.074202e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105007 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -10742011.000000 Penalty: 3443.997070
	Iteration 111Q: 3 clusters Score -1.074201e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105007 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -10742011.000000 Penalty: 3443.997070
	Iteration 112F: 3 clusters Score -1.074201e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (18158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Entering Unmasked Estep 
Score: -1893310.375000 Penalty: 1459.261841
	Iteration 0F: 2 clusters Score -1893310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1881405.750000 Penalty: 2918.523682
	Iteration 0F: 3 clusters Score -1881406 nChanged 7937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1885683.250000 Penalty: 2918.523682
	Iteration 1F: 3 clusters Score -1885683 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1886078.625000 Penalty: 2918.523682
	Iteration 2F: 3 clusters Score -1886079 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1886377.000000 Penalty: 2918.523682
	Iteration 3Q: 3 clusters Score -1886377 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1886639.500000 Penalty: 2918.523682
	Iteration 4Q: 3 clusters Score -1886640 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1886870.750000 Penalty: 2918.523682
	Iteration 5Q: 3 clusters Score -1886871 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1887071.875000 Penalty: 2918.523682
	Iteration 6Q: 3 clusters Score -1887072 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1887269.750000 Penalty: 2918.523682
	Iteration 7Q: 3 clusters Score -1887270 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1887424.625000 Penalty: 2918.523682
	Iteration 8Q: 3 clusters Score -1887425 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1887570.500000 Penalty: 2918.523682
	Iteration 9Q: 3 clusters Score -1887570 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1887714.750000 Penalty: 2918.523682
	Iteration 10Q: 3 clusters Score -1887715 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1887896.250000 Penalty: 2918.523682
	Iteration 11Q: 3 clusters Score -1887896 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1888100.875000 Penalty: 2918.523682
	Iteration 12Q: 3 clusters Score -1888101 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1888336.500000 Penalty: 2918.523682
	Iteration 13Q: 3 clusters Score -1888336 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1888584.875000 Penalty: 2918.523682
	Iteration 14Q: 3 clusters Score -1888585 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1888842.625000 Penalty: 2918.523682
	Iteration 15Q: 3 clusters Score -1888843 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1889084.875000 Penalty: 2918.523682
	Iteration 16Q: 3 clusters Score -1889085 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1889335.750000 Penalty: 2918.523682
	Iteration 17Q: 3 clusters Score -1889336 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1889569.875000 Penalty: 2918.523682
	Iteration 18Q: 3 clusters Score -1889570 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1889809.500000 Penalty: 2918.523682
	Iteration 19Q: 3 clusters Score -1889810 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1890055.375000 Penalty: 2918.523682
	Iteration 20F: 3 clusters Score -1890055 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1890275.625000 Penalty: 2918.523682
	Iteration 21Q: 3 clusters Score -1890276 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1890487.750000 Penalty: 2918.523682
	Iteration 22Q: 3 clusters Score -1890488 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1890692.500000 Penalty: 2918.523682
	Iteration 23Q: 3 clusters Score -1890692 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1890889.000000 Penalty: 2918.523682
	Iteration 24Q: 3 clusters Score -1890889 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1891080.875000 Penalty: 2918.523682
	Iteration 25Q: 3 clusters Score -1891081 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1891260.000000 Penalty: 2918.523682
	Iteration 26Q: 3 clusters Score -1891260 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1891445.375000 Penalty: 2918.523682
	Iteration 27Q: 3 clusters Score -1891445 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1891601.625000 Penalty: 2918.523682
	Iteration 28Q: 3 clusters Score -1891602 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1891706.000000 Penalty: 2918.523682
	Iteration 29Q: 3 clusters Score -1891706 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1891799.750000 Penalty: 2918.523682
	Iteration 30Q: 3 clusters Score -1891800 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1891886.250000 Penalty: 2918.523682
	Iteration 31Q: 3 clusters Score -1891886 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1891970.375000 Penalty: 2918.523682
	Iteration 32Q: 3 clusters Score -1891970 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1892024.250000 Penalty: 2918.523682
	Iteration 33Q: 3 clusters Score -1892024 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1892069.125000 Penalty: 2918.523682
	Iteration 34Q: 3 clusters Score -1892069 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1892108.000000 Penalty: 2918.523682
	Iteration 35Q: 3 clusters Score -1892108 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1892138.500000 Penalty: 2918.523682
	Iteration 36Q: 3 clusters Score -1892138 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1892152.375000 Penalty: 2918.523682
	Iteration 37Q: 3 clusters Score -1892152 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1892164.500000 Penalty: 2918.523682
	Iteration 38Q: 3 clusters Score -1892164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1892172.750000 Penalty: 2918.523682
	Iteration 39Q: 3 clusters Score -1892173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1892178.750000 Penalty: 2918.523682
	Iteration 40F: 3 clusters Score -1892179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1892191.500000 Penalty: 2918.523682
	Iteration 41Q: 3 clusters Score -1892192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1892199.750000 Penalty: 2918.523682
	Iteration 42Q: 3 clusters Score -1892200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1892206.000000 Penalty: 2918.523682
	Iteration 43Q: 3 clusters Score -1892206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1892211.000000 Penalty: 2918.523682
	Iteration 44Q: 3 clusters Score -1892211 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1892215.750000 Penalty: 2918.523682
	Iteration 45Q: 3 clusters Score -1892216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1892224.500000 Penalty: 2918.523682
	Iteration 46Q: 3 clusters Score -1892224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1892230.875000 Penalty: 2918.523682
	Iteration 47Q: 3 clusters Score -1892231 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1892242.625000 Penalty: 2918.523682
	Iteration 48Q: 3 clusters Score -1892243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1892251.250000 Penalty: 2918.523682
	Iteration 49Q: 3 clusters Score -1892251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1892259.125000 Penalty: 2918.523682
	Iteration 50Q: 3 clusters Score -1892259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1892260.375000 Penalty: 2918.523682
	Iteration 51Q: 3 clusters Score -1892260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1892263.250000 Penalty: 2918.523682
	Iteration 52Q: 3 clusters Score -1892263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1892263.500000 Penalty: 2918.523682
	Iteration 53Q: 3 clusters Score -1892264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1892268.500000 Penalty: 2918.523682
	Iteration 54Q: 3 clusters Score -1892268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1892271.375000 Penalty: 2918.523682
	Iteration 55Q: 3 clusters Score -1892271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1892272.625000 Penalty: 2918.523682
	Iteration 56Q: 3 clusters Score -1892273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1892276.875000 Penalty: 2918.523682
	Iteration 57Q: 3 clusters Score -1892277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1892277.125000 Penalty: 2918.523682
	Iteration 58Q: 3 clusters Score -1892277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1892280.750000 Penalty: 2918.523682
	Iteration 59Q: 3 clusters Score -1892281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1892281.125000 Penalty: 2918.523682
	Iteration 60F: 3 clusters Score -1892281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1892282.375000 Penalty: 2918.523682
	Iteration 61Q: 3 clusters Score -1892282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1892287.125000 Penalty: 2918.523682
	Iteration 62Q: 3 clusters Score -1892287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1892286.000000 Penalty: 2918.523682
	Iteration 63Q: 3 clusters Score -1892286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1892293.250000 Penalty: 2918.523682
	Iteration 64Q: 3 clusters Score -1892293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1892299.625000 Penalty: 2918.523682
	Iteration 65Q: 3 clusters Score -1892300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1892304.625000 Penalty: 2918.523682
	Iteration 66Q: 3 clusters Score -1892305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1892309.750000 Penalty: 2918.523682
	Iteration 67Q: 3 clusters Score -1892310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1892311.625000 Penalty: 2918.523682
	Iteration 68Q: 3 clusters Score -1892312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1892312.500000 Penalty: 2918.523682
	Iteration 69Q: 3 clusters Score -1892312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1892313.250000 Penalty: 2918.523682
	Iteration 70Q: 3 clusters Score -1892313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1892317.000000 Penalty: 2918.523682
	Iteration 71Q: 3 clusters Score -1892317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1892315.500000 Penalty: 2918.523682
	Iteration 72Q: 3 clusters Score -1892316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1892317.000000 Penalty: 2918.523682
	Iteration 73Q: 3 clusters Score -1892317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1892319.125000 Penalty: 2918.523682
	Iteration 74Q: 3 clusters Score -1892319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1892319.125000 Penalty: 2918.523682
	Iteration 75F: 3 clusters Score -1892319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Entering Unmasked Estep 
Score: -897036.625000 Penalty: 1352.823608
	Iteration 0F: 2 clusters Score -897036.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -891023.000000 Penalty: 2705.647217
	Iteration 0F: 3 clusters Score -891023 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -893025.625000 Penalty: 2705.647217
	Iteration 1F: 3 clusters Score -893025.6 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -893302.812500 Penalty: 2705.647217
	Iteration 2F: 3 clusters Score -893302.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -893475.750000 Penalty: 2705.647217
	Iteration 3Q: 3 clusters Score -893475.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -893579.000000 Penalty: 2705.647217
	Iteration 4Q: 3 clusters Score -893579 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -893655.187500 Penalty: 2705.647217
	Iteration 5Q: 3 clusters Score -893655.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -893706.562500 Penalty: 2705.647217
	Iteration 6Q: 3 clusters Score -893706.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -893749.500000 Penalty: 2705.647217
	Iteration 7Q: 3 clusters Score -893749.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -893792.250000 Penalty: 2705.647217
	Iteration 8Q: 3 clusters Score -893792.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -893827.437500 Penalty: 2705.647217
	Iteration 9Q: 3 clusters Score -893827.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -893862.312500 Penalty: 2705.647217
	Iteration 10Q: 3 clusters Score -893862.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -893896.250000 Penalty: 2705.647217
	Iteration 11Q: 3 clusters Score -893896.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -893927.812500 Penalty: 2705.647217
	Iteration 12Q: 3 clusters Score -893927.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -893955.875000 Penalty: 2705.647217
	Iteration 13Q: 3 clusters Score -893955.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -893984.687500 Penalty: 2705.647217
	Iteration 14Q: 3 clusters Score -893984.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -894009.062500 Penalty: 2705.647217
	Iteration 15Q: 3 clusters Score -894009.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -894035.375000 Penalty: 2705.647217
	Iteration 16Q: 3 clusters Score -894035.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -894063.500000 Penalty: 2705.647217
	Iteration 17Q: 3 clusters Score -894063.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -894089.250000 Penalty: 2705.647217
	Iteration 18Q: 3 clusters Score -894089.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -894119.000000 Penalty: 2705.647217
	Iteration 19Q: 3 clusters Score -894119 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -894154.062500 Penalty: 2705.647217
	Iteration 20F: 3 clusters Score -894154.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -894191.750000 Penalty: 2705.647217
	Iteration 21Q: 3 clusters Score -894191.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -894239.625000 Penalty: 2705.647217
	Iteration 22Q: 3 clusters Score -894239.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -894298.187500 Penalty: 2705.647217
	Iteration 23Q: 3 clusters Score -894298.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -894377.125000 Penalty: 2705.647217
	Iteration 24Q: 3 clusters Score -894377.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -894468.312500 Penalty: 2705.647217
	Iteration 25Q: 3 clusters Score -894468.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -894561.250000 Penalty: 2705.647217
	Iteration 26Q: 3 clusters Score -894561.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -894665.312500 Penalty: 2705.647217
	Iteration 27Q: 3 clusters Score -894665.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -894787.312500 Penalty: 2705.647217
	Iteration 28Q: 3 clusters Score -894787.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -894915.000000 Penalty: 2705.647217
	Iteration 29Q: 3 clusters Score -894915 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -895030.000000 Penalty: 2705.647217
	Iteration 30Q: 3 clusters Score -895030 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -895135.062500 Penalty: 2705.647217
	Iteration 31Q: 3 clusters Score -895135.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -895229.062500 Penalty: 2705.647217
	Iteration 32Q: 3 clusters Score -895229.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -895309.500000 Penalty: 2705.647217
	Iteration 33Q: 3 clusters Score -895309.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -895378.000000 Penalty: 2705.647217
	Iteration 34Q: 3 clusters Score -895378 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -895441.625000 Penalty: 2705.647217
	Iteration 35Q: 3 clusters Score -895441.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -895503.875000 Penalty: 2705.647217
	Iteration 36Q: 3 clusters Score -895503.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -895559.750000 Penalty: 2705.647217
	Iteration 37Q: 3 clusters Score -895559.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -895609.812500 Penalty: 2705.647217
	Iteration 38Q: 3 clusters Score -895609.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -895659.562500 Penalty: 2705.647217
	Iteration 39Q: 3 clusters Score -895659.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -895713.500000 Penalty: 2705.647217
	Iteration 40F: 3 clusters Score -895713.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -895761.000000 Penalty: 2705.647217
	Iteration 41Q: 3 clusters Score -895761 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -895804.812500 Penalty: 2705.647217
	Iteration 42Q: 3 clusters Score -895804.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -895839.937500 Penalty: 2705.647217
	Iteration 43Q: 3 clusters Score -895839.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -895870.875000 Penalty: 2705.647217
	Iteration 44Q: 3 clusters Score -895870.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -895899.375000 Penalty: 2705.647217
	Iteration 45Q: 3 clusters Score -895899.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -895917.937500 Penalty: 2705.647217
	Iteration 46Q: 3 clusters Score -895917.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -895926.812500 Penalty: 2705.647217
	Iteration 47Q: 3 clusters Score -895926.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -895944.812500 Penalty: 2705.647217
	Iteration 48Q: 3 clusters Score -895944.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -895957.437500 Penalty: 2705.647217
	Iteration 49Q: 3 clusters Score -895957.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -895965.125000 Penalty: 2705.647217
	Iteration 50Q: 3 clusters Score -895965.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -895969.562500 Penalty: 2705.647217
	Iteration 51Q: 3 clusters Score -895969.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -895974.250000 Penalty: 2705.647217
	Iteration 52Q: 3 clusters Score -895974.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -895979.812500 Penalty: 2705.647217
	Iteration 53Q: 3 clusters Score -895979.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -895985.062500 Penalty: 2705.647217
	Iteration 54Q: 3 clusters Score -895985.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -895990.187500 Penalty: 2705.647217
	Iteration 55Q: 3 clusters Score -895990.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -895991.687500 Penalty: 2705.647217
	Iteration 56Q: 3 clusters Score -895991.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -895993.312500 Penalty: 2705.647217
	Iteration 57Q: 3 clusters Score -895993.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -895998.062500 Penalty: 2705.647217
	Iteration 58Q: 3 clusters Score -895998.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -896004.000000 Penalty: 2705.647217
	Iteration 59Q: 3 clusters Score -896004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -896012.625000 Penalty: 2705.647217
	Iteration 60F: 3 clusters Score -896012.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -896014.312500 Penalty: 2705.647217
	Iteration 61Q: 3 clusters Score -896014.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -896018.687500 Penalty: 2705.647217
	Iteration 62Q: 3 clusters Score -896018.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -896025.812500 Penalty: 2705.647217
	Iteration 63Q: 3 clusters Score -896025.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -896028.000000 Penalty: 2705.647217
	Iteration 64Q: 3 clusters Score -896028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -896031.437500 Penalty: 2705.647217
	Iteration 65Q: 3 clusters Score -896031.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -896034.125000 Penalty: 2705.647217
	Iteration 66Q: 3 clusters Score -896034.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -896038.250000 Penalty: 2705.647217
	Iteration 67Q: 3 clusters Score -896038.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -896039.312500 Penalty: 2705.647217
	Iteration 68Q: 3 clusters Score -896039.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -896039.250000 Penalty: 2705.647217
	Iteration 69Q: 3 clusters Score -896039.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -896039.250000 Penalty: 2705.647217
	Iteration 70F: 3 clusters Score -896039.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (36491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36491 members 
Entering Unmasked Estep 
Score: -3789439.750000 Penalty: 1563.117432
	Iteration 0F: 2 clusters Score -3789440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -3765529.500000 Penalty: 3126.234863
	Iteration 0F: 3 clusters Score -3765530 nChanged 16659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -3774835.750000 Penalty: 3126.234863
	Iteration 1F: 3 clusters Score -3774836 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -3775375.000000 Penalty: 3126.234863
	Iteration 2Q: 3 clusters Score -3775375 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -3775977.500000 Penalty: 3126.234863
	Iteration 3Q: 3 clusters Score -3775978 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -3776723.750000 Penalty: 3126.234863
	Iteration 4Q: 3 clusters Score -3776724 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -3777679.750000 Penalty: 3126.234863
	Iteration 5F: 3 clusters Score -3777680 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
Score: -3778904.500000 Penalty: 3126.234863
	Iteration 6F: 3 clusters Score -3778904 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -3780507.250000 Penalty: 3126.234863
	Iteration 7F: 3 clusters Score -3780507 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 27718 members 
Entering Unmasked Estep 
Score: -3782240.500000 Penalty: 3126.234863
	Iteration 8F: 3 clusters Score -3782240 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 29536 members 
Entering Unmasked Estep 
Score: -3783903.250000 Penalty: 3126.234863
	Iteration 9F: 3 clusters Score -3783903 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 30948 members 
Entering Unmasked Estep 
Score: -3785196.000000 Penalty: 3126.234863
	Iteration 10Q: 3 clusters Score -3785196 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 31966 members 
Entering Unmasked Estep 
Score: -3786159.750000 Penalty: 3126.234863
	Iteration 11Q: 3 clusters Score -3786160 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 32629 members 
Entering Unmasked Estep 
Score: -3786757.500000 Penalty: 3126.234863
	Iteration 12Q: 3 clusters Score -3786758 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 33119 members 
Entering Unmasked Estep 
Score: -3787140.500000 Penalty: 3126.234863
	Iteration 13Q: 3 clusters Score -3787140 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 33517 members 
Entering Unmasked Estep 
Score: -3787449.250000 Penalty: 3126.234863
	Iteration 14Q: 3 clusters Score -3787449 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 33802 members 
Entering Unmasked Estep 
Score: -3787662.750000 Penalty: 3126.234863
	Iteration 15Q: 3 clusters Score -3787663 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 34030 members 
Entering Unmasked Estep 
Score: -3787822.250000 Penalty: 3126.234863
	Iteration 16Q: 3 clusters Score -3787822 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 34227 members 
Entering Unmasked Estep 
Score: -3787955.500000 Penalty: 3126.234863
	Iteration 17Q: 3 clusters Score -3787956 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 34383 members 
Entering Unmasked Estep 
Score: -3788056.750000 Penalty: 3126.234863
	Iteration 18Q: 3 clusters Score -3788057 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 34510 members 
Entering Unmasked Estep 
Score: -3788121.500000 Penalty: 3126.234863
	Iteration 19Q: 3 clusters Score -3788122 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 34592 members 
Entering Unmasked Estep 
Score: -3788155.500000 Penalty: 3126.234863
	Iteration 20F: 3 clusters Score -3788156 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 34650 members 
Entering Unmasked Estep 
Score: -3788170.750000 Penalty: 3126.234863
	Iteration 21Q: 3 clusters Score -3788171 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 34692 members 
Entering Unmasked Estep 
Score: -3788196.000000 Penalty: 3126.234863
	Iteration 22Q: 3 clusters Score -3788196 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 34727 members 
Entering Unmasked Estep 
Score: -3788205.500000 Penalty: 3126.234863
	Iteration 23Q: 3 clusters Score -3788206 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
Score: -3788214.250000 Penalty: 3126.234863
	Iteration 24Q: 3 clusters Score -3788214 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 34774 members 
Entering Unmasked Estep 
Score: -3788208.250000 Penalty: 3126.234863
	Iteration 25Q: 3 clusters Score -3788208 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 34794 members 
Entering Unmasked Estep 
Score: -3788209.250000 Penalty: 3126.234863
	Iteration 26Q: 3 clusters Score -3788209 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 34816 members 
Entering Unmasked Estep 
Score: -3788220.250000 Penalty: 3126.234863
	Iteration 27Q: 3 clusters Score -3788220 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 34834 members 
Entering Unmasked Estep 
Score: -3788228.000000 Penalty: 3126.234863
	Iteration 28Q: 3 clusters Score -3788228 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 34856 members 
Entering Unmasked Estep 
Score: -3788237.750000 Penalty: 3126.234863
	Iteration 29Q: 3 clusters Score -3788238 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 34869 members 
Entering Unmasked Estep 
Score: -3788245.000000 Penalty: 3126.234863
	Iteration 30Q: 3 clusters Score -3788245 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 34884 members 
Entering Unmasked Estep 
Score: -3788245.500000 Penalty: 3126.234863
	Iteration 31Q: 3 clusters Score -3788246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 34896 members 
Entering Unmasked Estep 
Score: -3788247.000000 Penalty: 3126.234863
	Iteration 32Q: 3 clusters Score -3788247 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 34909 members 
Entering Unmasked Estep 
Score: -3788244.750000 Penalty: 3126.234863
	Iteration 33Q: 3 clusters Score -3788245 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 34923 members 
Entering Unmasked Estep 
Score: -3788246.500000 Penalty: 3126.234863
	Iteration 34Q: 3 clusters Score -3788246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 34933 members 
Entering Unmasked Estep 
Score: -3788254.250000 Penalty: 3126.234863
	Iteration 35Q: 3 clusters Score -3788254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 34942 members 
Entering Unmasked Estep 
Score: -3788257.500000 Penalty: 3126.234863
	Iteration 36Q: 3 clusters Score -3788258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 34953 members 
Entering Unmasked Estep 
Score: -3788257.000000 Penalty: 3126.234863
	Iteration 37Q: 3 clusters Score -3788257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 34965 members 
Entering Unmasked Estep 
Score: -3788266.250000 Penalty: 3126.234863
	Iteration 38Q: 3 clusters Score -3788266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 34970 members 
Entering Unmasked Estep 
Score: -3788260.250000 Penalty: 3126.234863
	Iteration 39Q: 3 clusters Score -3788260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 34979 members 
Entering Unmasked Estep 
Score: -3788267.750000 Penalty: 3126.234863
	Iteration 40F: 3 clusters Score -3788268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 34990 members 
Entering Unmasked Estep 
Score: -3788274.000000 Penalty: 3126.234863
	Iteration 41Q: 3 clusters Score -3788274 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 35005 members 
Entering Unmasked Estep 
Score: -3788282.250000 Penalty: 3126.234863
	Iteration 42Q: 3 clusters Score -3788282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 35019 members 
Entering Unmasked Estep 
Score: -3788283.750000 Penalty: 3126.234863
	Iteration 43Q: 3 clusters Score -3788284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 35035 members 
Entering Unmasked Estep 
Score: -3788291.500000 Penalty: 3126.234863
	Iteration 44Q: 3 clusters Score -3788292 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 35054 members 
Entering Unmasked Estep 
Score: -3788300.250000 Penalty: 3126.234863
	Iteration 45Q: 3 clusters Score -3788300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 35069 members 
Entering Unmasked Estep 
Score: -3788300.750000 Penalty: 3126.234863
	Iteration 46Q: 3 clusters Score -3788301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 35076 members 
Entering Unmasked Estep 
Score: -3788298.750000 Penalty: 3126.234863
	Iteration 47Q: 3 clusters Score -3788299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 35079 members 
Entering Unmasked Estep 
Score: -3788299.500000 Penalty: 3126.234863
	Iteration 48Q: 3 clusters Score -3788300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 35082 members 
Entering Unmasked Estep 
Score: -3788301.250000 Penalty: 3126.234863
	Iteration 49Q: 3 clusters Score -3788301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 35086 members 
Entering Unmasked Estep 
Score: -3788304.500000 Penalty: 3126.234863
	Iteration 50Q: 3 clusters Score -3788304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 35089 members 
Entering Unmasked Estep 
Score: -3788302.250000 Penalty: 3126.234863
	Iteration 51Q: 3 clusters Score -3788302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 35095 members 
Entering Unmasked Estep 
Score: -3788304.250000 Penalty: 3126.234863
	Iteration 52Q: 3 clusters Score -3788304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 35102 members 
Entering Unmasked Estep 
Score: -3788306.500000 Penalty: 3126.234863
	Iteration 53Q: 3 clusters Score -3788306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 35112 members 
Entering Unmasked Estep 
Score: -3788318.250000 Penalty: 3126.234863
	Iteration 54Q: 3 clusters Score -3788318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 35124 members 
Entering Unmasked Estep 
Score: -3788321.750000 Penalty: 3126.234863
	Iteration 55Q: 3 clusters Score -3788322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 35133 members 
Entering Unmasked Estep 
Score: -3788324.250000 Penalty: 3126.234863
	Iteration 56Q: 3 clusters Score -3788324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 35140 members 
Entering Unmasked Estep 
Score: -3788333.250000 Penalty: 3126.234863
	Iteration 57Q: 3 clusters Score -3788333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 35142 members 
Entering Unmasked Estep 
Score: -3788332.750000 Penalty: 3126.234863
	Iteration 58Q: 3 clusters Score -3788333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 35145 members 
Entering Unmasked Estep 
Score: -3788330.500000 Penalty: 3126.234863
	Iteration 59Q: 3 clusters Score -3788330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 35146 members 
Entering Unmasked Estep 
Score: -3788329.000000 Penalty: 3126.234863
	Iteration 60F: 3 clusters Score -3788329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 35147 members 
Entering Unmasked Estep 
Score: -3788332.250000 Penalty: 3126.234863
	Iteration 61Q: 3 clusters Score -3788332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 35149 members 
Entering Unmasked Estep 
Score: -3788335.500000 Penalty: 3126.234863
	Iteration 62Q: 3 clusters Score -3788336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 35149 members 
Entering Unmasked Estep 
Score: -3788335.500000 Penalty: 3126.234863
	Iteration 63F: 3 clusters Score -3788336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Entering Unmasked Estep 
Score: -205712.859375 Penalty: 1150.053711
	Iteration 0F: 2 clusters Score -205712.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -203717.234375 Penalty: 2300.107422
	Iteration 0F: 3 clusters Score -203717.2 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -204292.921875 Penalty: 2300.107422
	Iteration 1F: 3 clusters Score -204292.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -204474.875000 Penalty: 2300.107422
	Iteration 2F: 3 clusters Score -204474.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -204581.062500 Penalty: 2300.107422
	Iteration 3F: 3 clusters Score -204581.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -204651.031250 Penalty: 2300.107422
	Iteration 4Q: 3 clusters Score -204651 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -204703.921875 Penalty: 2300.107422
	Iteration 5Q: 3 clusters Score -204703.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -204745.890625 Penalty: 2300.107422
	Iteration 6Q: 3 clusters Score -204745.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -204769.984375 Penalty: 2300.107422
	Iteration 7Q: 3 clusters Score -204770 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -204793.578125 Penalty: 2300.107422
	Iteration 8Q: 3 clusters Score -204793.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -204808.765625 Penalty: 2300.107422
	Iteration 9Q: 3 clusters Score -204808.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -204830.031250 Penalty: 2300.107422
	Iteration 10Q: 3 clusters Score -204830 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -204858.781250 Penalty: 2300.107422
	Iteration 11Q: 3 clusters Score -204858.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -204883.625000 Penalty: 2300.107422
	Iteration 12Q: 3 clusters Score -204883.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -204921.296875 Penalty: 2300.107422
	Iteration 13Q: 3 clusters Score -204921.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -204962.906250 Penalty: 2300.107422
	Iteration 14Q: 3 clusters Score -204962.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -205008.843750 Penalty: 2300.107422
	Iteration 15Q: 3 clusters Score -205008.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -205054.625000 Penalty: 2300.107422
	Iteration 16Q: 3 clusters Score -205054.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -205095.796875 Penalty: 2300.107422
	Iteration 17Q: 3 clusters Score -205095.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -205126.234375 Penalty: 2300.107422
	Iteration 18Q: 3 clusters Score -205126.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -205147.312500 Penalty: 2300.107422
	Iteration 19Q: 3 clusters Score -205147.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -205169.687500 Penalty: 2300.107422
	Iteration 20F: 3 clusters Score -205169.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -205195.109375 Penalty: 2300.107422
	Iteration 21Q: 3 clusters Score -205195.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -205233.312500 Penalty: 2300.107422
	Iteration 22Q: 3 clusters Score -205233.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -205274.312500 Penalty: 2300.107422
	Iteration 23Q: 3 clusters Score -205274.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -205321.906250 Penalty: 2300.107422
	Iteration 24Q: 3 clusters Score -205321.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -205363.656250 Penalty: 2300.107422
	Iteration 25Q: 3 clusters Score -205363.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -205410.281250 Penalty: 2300.107422
	Iteration 26Q: 3 clusters Score -205410.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -205430.703125 Penalty: 2300.107422
	Iteration 27Q: 3 clusters Score -205430.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -205446.859375 Penalty: 2300.107422
	Iteration 28Q: 3 clusters Score -205446.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -205459.484375 Penalty: 2300.107422
	Iteration 29Q: 3 clusters Score -205459.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -205469.968750 Penalty: 2300.107422
	Iteration 30Q: 3 clusters Score -205470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -205480.296875 Penalty: 2300.107422
	Iteration 31Q: 3 clusters Score -205480.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -205486.734375 Penalty: 2300.107422
	Iteration 32Q: 3 clusters Score -205486.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -205489.718750 Penalty: 2300.107422
	Iteration 33Q: 3 clusters Score -205489.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -205491.687500 Penalty: 2300.107422
	Iteration 34Q: 3 clusters Score -205491.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -205492.671875 Penalty: 2300.107422
	Iteration 35Q: 3 clusters Score -205492.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -205494.406250 Penalty: 2300.107422
	Iteration 36Q: 3 clusters Score -205494.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -205495.265625 Penalty: 2300.107422
	Iteration 37Q: 3 clusters Score -205495.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -205495.265625 Penalty: 2300.107422
	Iteration 38F: 3 clusters Score -205495.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (37537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37537 members 
Entering Unmasked Estep 
Score: -3876637.250000 Penalty: 1567.322632
	Iteration 0F: 2 clusters Score -3876637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -3852250.250000 Penalty: 3134.645264
	Iteration 0F: 3 clusters Score -3852250 nChanged 17074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -3861622.250000 Penalty: 3134.645264
	Iteration 1F: 3 clusters Score -3861622 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -3862217.750000 Penalty: 3134.645264
	Iteration 2Q: 3 clusters Score -3862218 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -3862763.500000 Penalty: 3134.645264
	Iteration 3Q: 3 clusters Score -3862764 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -3863301.250000 Penalty: 3134.645264
	Iteration 4Q: 3 clusters Score -3863301 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -3863961.750000 Penalty: 3134.645264
	Iteration 5Q: 3 clusters Score -3863962 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -3864718.250000 Penalty: 3134.645264
	Iteration 6Q: 3 clusters Score -3864718 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -3865597.250000 Penalty: 3134.645264
	Iteration 7Q: 3 clusters Score -3865597 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -3866564.250000 Penalty: 3134.645264
	Iteration 8Q: 3 clusters Score -3866564 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -3867661.500000 Penalty: 3134.645264
	Iteration 9Q: 3 clusters Score -3867662 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 26626 members 
Entering Unmasked Estep 
Score: -3868894.000000 Penalty: 3134.645264
	Iteration 10Q: 3 clusters Score -3868894 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 28198 members 
Entering Unmasked Estep 
Score: -3870248.500000 Penalty: 3134.645264
	Iteration 11Q: 3 clusters Score -3870248 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 29720 members 
Entering Unmasked Estep 
Score: -3871532.000000 Penalty: 3134.645264
	Iteration 12Q: 3 clusters Score -3871532 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 31087 members 
Entering Unmasked Estep 
Score: -3872613.000000 Penalty: 3134.645264
	Iteration 13Q: 3 clusters Score -3872613 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 32198 members 
Entering Unmasked Estep 
Score: -3873450.750000 Penalty: 3134.645264
	Iteration 14Q: 3 clusters Score -3873451 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 33080 members 
Entering Unmasked Estep 
Score: -3874104.750000 Penalty: 3134.645264
	Iteration 15Q: 3 clusters Score -3874105 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 33815 members 
Entering Unmasked Estep 
Score: -3874649.000000 Penalty: 3134.645264
	Iteration 16Q: 3 clusters Score -3874649 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 34344 members 
Entering Unmasked Estep 
Score: -3875029.000000 Penalty: 3134.645264
	Iteration 17Q: 3 clusters Score -3875029 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 34716 members 
Entering Unmasked Estep 
Score: -3875315.500000 Penalty: 3134.645264
	Iteration 18Q: 3 clusters Score -3875316 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 35014 members 
Entering Unmasked Estep 
Score: -3875527.000000 Penalty: 3134.645264
	Iteration 19Q: 3 clusters Score -3875527 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 35230 members 
Entering Unmasked Estep 
Score: -3875744.750000 Penalty: 3134.645264
	Iteration 20F: 3 clusters Score -3875745 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 35405 members 
Entering Unmasked Estep 
Score: -3875876.000000 Penalty: 3134.645264
	Iteration 21Q: 3 clusters Score -3875876 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 35523 members 
Entering Unmasked Estep 
Score: -3875982.750000 Penalty: 3134.645264
	Iteration 22Q: 3 clusters Score -3875983 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 35611 members 
Entering Unmasked Estep 
Score: -3876060.500000 Penalty: 3134.645264
	Iteration 23Q: 3 clusters Score -3876060 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 35676 members 
Entering Unmasked Estep 
Score: -3876098.500000 Penalty: 3134.645264
	Iteration 24Q: 3 clusters Score -3876098 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 35715 members 
Entering Unmasked Estep 
Score: -3876128.750000 Penalty: 3134.645264
	Iteration 25Q: 3 clusters Score -3876129 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 35754 members 
Entering Unmasked Estep 
Score: -3876151.000000 Penalty: 3134.645264
	Iteration 26Q: 3 clusters Score -3876151 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 35786 members 
Entering Unmasked Estep 
Score: -3876174.750000 Penalty: 3134.645264
	Iteration 27Q: 3 clusters Score -3876175 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 35817 members 
Entering Unmasked Estep 
Score: -3876196.250000 Penalty: 3134.645264
	Iteration 28Q: 3 clusters Score -3876196 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 35849 members 
Entering Unmasked Estep 
Score: -3876210.250000 Penalty: 3134.645264
	Iteration 29Q: 3 clusters Score -3876210 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 35877 members 
Entering Unmasked Estep 
Score: -3876234.500000 Penalty: 3134.645264
	Iteration 30Q: 3 clusters Score -3876234 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 35897 members 
Entering Unmasked Estep 
Score: -3876245.000000 Penalty: 3134.645264
	Iteration 31Q: 3 clusters Score -3876245 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 35899 members 
Entering Unmasked Estep 
Score: -3876258.000000 Penalty: 3134.645264
	Iteration 32Q: 3 clusters Score -3876258 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 35909 members 
Entering Unmasked Estep 
Score: -3876263.750000 Penalty: 3134.645264
	Iteration 33Q: 3 clusters Score -3876264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 35910 members 
Entering Unmasked Estep 
Score: -3876268.250000 Penalty: 3134.645264
	Iteration 34Q: 3 clusters Score -3876268 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 35909 members 
Entering Unmasked Estep 
Score: -3876280.000000 Penalty: 3134.645264
	Iteration 35Q: 3 clusters Score -3876280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 35914 members 
Entering Unmasked Estep 
Score: -3876281.750000 Penalty: 3134.645264
	Iteration 36Q: 3 clusters Score -3876282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 35922 members 
Entering Unmasked Estep 
Score: -3876283.500000 Penalty: 3134.645264
	Iteration 37Q: 3 clusters Score -3876284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 35930 members 
Entering Unmasked Estep 
Score: -3876285.000000 Penalty: 3134.645264
	Iteration 38Q: 3 clusters Score -3876285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 35932 members 
Entering Unmasked Estep 
Score: -3876289.500000 Penalty: 3134.645264
	Iteration 39Q: 3 clusters Score -3876290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 35931 members 
Entering Unmasked Estep 
Score: -3876288.000000 Penalty: 3134.645264
	Iteration 40F: 3 clusters Score -3876288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 35932 members 
Entering Unmasked Estep 
Score: -3876287.500000 Penalty: 3134.645264
	Iteration 41Q: 3 clusters Score -3876288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 35935 members 
Entering Unmasked Estep 
Score: -3876288.500000 Penalty: 3134.645264
	Iteration 42Q: 3 clusters Score -3876288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 35937 members 
Entering Unmasked Estep 
Score: -3876284.250000 Penalty: 3134.645264
	Iteration 43Q: 3 clusters Score -3876284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 35939 members 
Entering Unmasked Estep 
Score: -3876292.000000 Penalty: 3134.645264
	Iteration 44Q: 3 clusters Score -3876292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 35939 members 
Entering Unmasked Estep 
Score: -3876292.750000 Penalty: 3134.645264
	Iteration 45Q: 3 clusters Score -3876293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 35943 members 
Entering Unmasked Estep 
Score: -3876290.500000 Penalty: 3134.645264
	Iteration 46Q: 3 clusters Score -3876290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 35945 members 
Entering Unmasked Estep 
Score: -3876291.250000 Penalty: 3134.645264
	Iteration 47Q: 3 clusters Score -3876291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 35948 members 
Entering Unmasked Estep 
Score: -3876291.500000 Penalty: 3134.645264
	Iteration 48Q: 3 clusters Score -3876292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 35948 members 
Entering Unmasked Estep 
Score: -3876291.500000 Penalty: 3134.645264
	Iteration 49F: 3 clusters Score -3876292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (14867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Entering Unmasked Estep 
Score: -1501271.250000 Penalty: 1429.506592
	Iteration 0F: 2 clusters Score -1501271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1491425.875000 Penalty: 2859.013184
	Iteration 0F: 3 clusters Score -1491426 nChanged 6430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1494883.000000 Penalty: 2859.013184
	Iteration 1F: 3 clusters Score -1494883 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1495275.250000 Penalty: 2859.013184
	Iteration 2F: 3 clusters Score -1495275 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1495589.500000 Penalty: 2859.013184
	Iteration 3Q: 3 clusters Score -1495590 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1495947.875000 Penalty: 2859.013184
	Iteration 4Q: 3 clusters Score -1495948 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1496387.875000 Penalty: 2859.013184
	Iteration 5F: 3 clusters Score -1496388 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1496904.250000 Penalty: 2859.013184
	Iteration 6F: 3 clusters Score -1496904 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1497460.125000 Penalty: 2859.013184
	Iteration 7F: 3 clusters Score -1497460 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1498044.500000 Penalty: 2859.013184
	Iteration 8F: 3 clusters Score -1498044 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1498550.000000 Penalty: 2859.013184
	Iteration 9Q: 3 clusters Score -1498550 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1498967.375000 Penalty: 2859.013184
	Iteration 10Q: 3 clusters Score -1498967 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -1499296.875000 Penalty: 2859.013184
	Iteration 11Q: 3 clusters Score -1499297 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1499509.750000 Penalty: 2859.013184
	Iteration 12Q: 3 clusters Score -1499510 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1499629.875000 Penalty: 2859.013184
	Iteration 13Q: 3 clusters Score -1499630 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -1499702.125000 Penalty: 2859.013184
	Iteration 14Q: 3 clusters Score -1499702 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -1499746.500000 Penalty: 2859.013184
	Iteration 15Q: 3 clusters Score -1499746 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -1499790.625000 Penalty: 2859.013184
	Iteration 16Q: 3 clusters Score -1499791 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -1499824.875000 Penalty: 2859.013184
	Iteration 17Q: 3 clusters Score -1499825 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -1499843.000000 Penalty: 2859.013184
	Iteration 18Q: 3 clusters Score -1499843 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -1499861.625000 Penalty: 2859.013184
	Iteration 19Q: 3 clusters Score -1499862 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -1499872.875000 Penalty: 2859.013184
	Iteration 20F: 3 clusters Score -1499873 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -1499886.500000 Penalty: 2859.013184
	Iteration 21Q: 3 clusters Score -1499886 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -1499896.750000 Penalty: 2859.013184
	Iteration 22Q: 3 clusters Score -1499897 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -1499906.000000 Penalty: 2859.013184
	Iteration 23Q: 3 clusters Score -1499906 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -1499910.125000 Penalty: 2859.013184
	Iteration 24Q: 3 clusters Score -1499910 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -1499916.000000 Penalty: 2859.013184
	Iteration 25Q: 3 clusters Score -1499916 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -1499925.375000 Penalty: 2859.013184
	Iteration 26Q: 3 clusters Score -1499925 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -1499930.125000 Penalty: 2859.013184
	Iteration 27Q: 3 clusters Score -1499930 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1499932.500000 Penalty: 2859.013184
	Iteration 28Q: 3 clusters Score -1499932 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -1499944.625000 Penalty: 2859.013184
	Iteration 29Q: 3 clusters Score -1499945 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -1499953.250000 Penalty: 2859.013184
	Iteration 30Q: 3 clusters Score -1499953 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -1499957.125000 Penalty: 2859.013184
	Iteration 31Q: 3 clusters Score -1499957 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -1499959.375000 Penalty: 2859.013184
	Iteration 32Q: 3 clusters Score -1499959 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -1499962.000000 Penalty: 2859.013184
	Iteration 33Q: 3 clusters Score -1499962 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -1499965.625000 Penalty: 2859.013184
	Iteration 34Q: 3 clusters Score -1499966 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -1499975.250000 Penalty: 2859.013184
	Iteration 35Q: 3 clusters Score -1499975 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -1499978.750000 Penalty: 2859.013184
	Iteration 36Q: 3 clusters Score -1499979 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -1499984.625000 Penalty: 2859.013184
	Iteration 37Q: 3 clusters Score -1499985 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -1499985.250000 Penalty: 2859.013184
	Iteration 38Q: 3 clusters Score -1499985 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -1499985.375000 Penalty: 2859.013184
	Iteration 39Q: 3 clusters Score -1499985 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -1499989.625000 Penalty: 2859.013184
	Iteration 40F: 3 clusters Score -1499990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -1499992.000000 Penalty: 2859.013184
	Iteration 41Q: 3 clusters Score -1499992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -1499991.875000 Penalty: 2859.013184
	Iteration 42Q: 3 clusters Score -1499992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -1499994.000000 Penalty: 2859.013184
	Iteration 43Q: 3 clusters Score -1499994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -1499988.625000 Penalty: 2859.013184
	Iteration 44Q: 3 clusters Score -1499989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -1499989.375000 Penalty: 2859.013184
	Iteration 45Q: 3 clusters Score -1499989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -1499994.125000 Penalty: 2859.013184
	Iteration 46Q: 3 clusters Score -1499994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -1499996.375000 Penalty: 2859.013184
	Iteration 47Q: 3 clusters Score -1499996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -1499997.000000 Penalty: 2859.013184
	Iteration 48Q: 3 clusters Score -1499997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -1499996.750000 Penalty: 2859.013184
	Iteration 49Q: 3 clusters Score -1499997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -1499997.250000 Penalty: 2859.013184
	Iteration 50Q: 3 clusters Score -1499997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -1499997.250000 Penalty: 2859.013184
	Iteration 51F: 3 clusters Score -1499997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (17582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Entering Unmasked Estep 
Score: -1847859.500000 Penalty: 1454.465088
	Iteration 0F: 2 clusters Score -1847860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1836308.750000 Penalty: 2908.930176
	Iteration 0F: 3 clusters Score -1836309 nChanged 7661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1840541.750000 Penalty: 2908.930176
	Iteration 1F: 3 clusters Score -1840542 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1840981.625000 Penalty: 2908.930176
	Iteration 2F: 3 clusters Score -1840982 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1841331.875000 Penalty: 2908.930176
	Iteration 3Q: 3 clusters Score -1841332 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1841636.625000 Penalty: 2908.930176
	Iteration 4Q: 3 clusters Score -1841637 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1841974.250000 Penalty: 2908.930176
	Iteration 5Q: 3 clusters Score -1841974 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1842272.750000 Penalty: 2908.930176
	Iteration 6Q: 3 clusters Score -1842273 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1842581.000000 Penalty: 2908.930176
	Iteration 7Q: 3 clusters Score -1842581 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1842941.250000 Penalty: 2908.930176
	Iteration 8Q: 3 clusters Score -1842941 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1843255.750000 Penalty: 2908.930176
	Iteration 9Q: 3 clusters Score -1843256 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1843493.375000 Penalty: 2908.930176
	Iteration 10Q: 3 clusters Score -1843493 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1843666.000000 Penalty: 2908.930176
	Iteration 11Q: 3 clusters Score -1843666 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1843797.875000 Penalty: 2908.930176
	Iteration 12Q: 3 clusters Score -1843798 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1843904.250000 Penalty: 2908.930176
	Iteration 13Q: 3 clusters Score -1843904 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1843993.125000 Penalty: 2908.930176
	Iteration 14Q: 3 clusters Score -1843993 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1844064.625000 Penalty: 2908.930176
	Iteration 15Q: 3 clusters Score -1844065 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1844118.125000 Penalty: 2908.930176
	Iteration 16Q: 3 clusters Score -1844118 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1844159.250000 Penalty: 2908.930176
	Iteration 17Q: 3 clusters Score -1844159 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1844193.375000 Penalty: 2908.930176
	Iteration 18Q: 3 clusters Score -1844193 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1844214.375000 Penalty: 2908.930176
	Iteration 19Q: 3 clusters Score -1844214 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1844235.000000 Penalty: 2908.930176
	Iteration 20F: 3 clusters Score -1844235 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1844248.625000 Penalty: 2908.930176
	Iteration 21Q: 3 clusters Score -1844249 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1844256.375000 Penalty: 2908.930176
	Iteration 22Q: 3 clusters Score -1844256 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1844266.500000 Penalty: 2908.930176
	Iteration 23Q: 3 clusters Score -1844266 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1844285.125000 Penalty: 2908.930176
	Iteration 24Q: 3 clusters Score -1844285 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1844292.875000 Penalty: 2908.930176
	Iteration 25Q: 3 clusters Score -1844293 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1844304.625000 Penalty: 2908.930176
	Iteration 26Q: 3 clusters Score -1844305 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1844314.500000 Penalty: 2908.930176
	Iteration 27Q: 3 clusters Score -1844314 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1844325.375000 Penalty: 2908.930176
	Iteration 28Q: 3 clusters Score -1844325 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1844335.500000 Penalty: 2908.930176
	Iteration 29Q: 3 clusters Score -1844336 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1844341.125000 Penalty: 2908.930176
	Iteration 30Q: 3 clusters Score -1844341 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1844346.500000 Penalty: 2908.930176
	Iteration 31Q: 3 clusters Score -1844346 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1844349.375000 Penalty: 2908.930176
	Iteration 32Q: 3 clusters Score -1844349 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1844351.375000 Penalty: 2908.930176
	Iteration 33Q: 3 clusters Score -1844351 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1844358.000000 Penalty: 2908.930176
	Iteration 34Q: 3 clusters Score -1844358 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1844354.250000 Penalty: 2908.930176
	Iteration 35Q: 3 clusters Score -1844354 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1844360.125000 Penalty: 2908.930176
	Iteration 36Q: 3 clusters Score -1844360 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1844363.125000 Penalty: 2908.930176
	Iteration 37Q: 3 clusters Score -1844363 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1844363.625000 Penalty: 2908.930176
	Iteration 38Q: 3 clusters Score -1844364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1844364.000000 Penalty: 2908.930176
	Iteration 39Q: 3 clusters Score -1844364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1844363.625000 Penalty: 2908.930176
	Iteration 40F: 3 clusters Score -1844364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1844361.875000 Penalty: 2908.930176
	Iteration 41Q: 3 clusters Score -1844362 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1844364.500000 Penalty: 2908.930176
	Iteration 42Q: 3 clusters Score -1844364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1844364.625000 Penalty: 2908.930176
	Iteration 43Q: 3 clusters Score -1844365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1844366.250000 Penalty: 2908.930176
	Iteration 44Q: 3 clusters Score -1844366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1844366.375000 Penalty: 2908.930176
	Iteration 45Q: 3 clusters Score -1844366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1844367.125000 Penalty: 2908.930176
	Iteration 46Q: 3 clusters Score -1844367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1844369.625000 Penalty: 2908.930176
	Iteration 47Q: 3 clusters Score -1844370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1844367.375000 Penalty: 2908.930176
	Iteration 48Q: 3 clusters Score -1844367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1844367.125000 Penalty: 2908.930176
	Iteration 49Q: 3 clusters Score -1844367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1844363.750000 Penalty: 2908.930176
	Iteration 50Q: 3 clusters Score -1844364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1844364.500000 Penalty: 2908.930176
	Iteration 51Q: 3 clusters Score -1844364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1844364.500000 Penalty: 2908.930176
	Iteration 52F: 3 clusters Score -1844364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (5434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Entering Unmasked Estep 
Score: -574834.437500 Penalty: 1279.744141
	Iteration 0F: 2 clusters Score -574834.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -570910.937500 Penalty: 2559.488281
	Iteration 0F: 3 clusters Score -570910.9 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -571979.250000 Penalty: 2559.488281
	Iteration 1F: 3 clusters Score -571979.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -572171.625000 Penalty: 2559.488281
	Iteration 2F: 3 clusters Score -572171.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -572289.250000 Penalty: 2559.488281
	Iteration 3Q: 3 clusters Score -572289.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -572389.437500 Penalty: 2559.488281
	Iteration 4Q: 3 clusters Score -572389.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -572466.000000 Penalty: 2559.488281
	Iteration 5Q: 3 clusters Score -572466 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -572540.000000 Penalty: 2559.488281
	Iteration 6Q: 3 clusters Score -572540 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -572594.062500 Penalty: 2559.488281
	Iteration 7Q: 3 clusters Score -572594.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -572633.750000 Penalty: 2559.488281
	Iteration 8Q: 3 clusters Score -572633.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -572667.625000 Penalty: 2559.488281
	Iteration 9Q: 3 clusters Score -572667.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -572699.312500 Penalty: 2559.488281
	Iteration 10Q: 3 clusters Score -572699.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -572729.312500 Penalty: 2559.488281
	Iteration 11Q: 3 clusters Score -572729.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -572755.187500 Penalty: 2559.488281
	Iteration 12Q: 3 clusters Score -572755.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -572775.937500 Penalty: 2559.488281
	Iteration 13Q: 3 clusters Score -572775.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -572801.687500 Penalty: 2559.488281
	Iteration 14Q: 3 clusters Score -572801.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -572823.500000 Penalty: 2559.488281
	Iteration 15Q: 3 clusters Score -572823.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -572846.250000 Penalty: 2559.488281
	Iteration 16Q: 3 clusters Score -572846.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -572865.750000 Penalty: 2559.488281
	Iteration 17Q: 3 clusters Score -572865.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -572881.562500 Penalty: 2559.488281
	Iteration 18Q: 3 clusters Score -572881.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -572892.687500 Penalty: 2559.488281
	Iteration 19Q: 3 clusters Score -572892.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -572901.625000 Penalty: 2559.488281
	Iteration 20F: 3 clusters Score -572901.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -572915.937500 Penalty: 2559.488281
	Iteration 21Q: 3 clusters Score -572915.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -572929.125000 Penalty: 2559.488281
	Iteration 22Q: 3 clusters Score -572929.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -572944.312500 Penalty: 2559.488281
	Iteration 23Q: 3 clusters Score -572944.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -572956.187500 Penalty: 2559.488281
	Iteration 24Q: 3 clusters Score -572956.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -572970.312500 Penalty: 2559.488281
	Iteration 25Q: 3 clusters Score -572970.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -572986.625000 Penalty: 2559.488281
	Iteration 26Q: 3 clusters Score -572986.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -573005.312500 Penalty: 2559.488281
	Iteration 27Q: 3 clusters Score -573005.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -573024.187500 Penalty: 2559.488281
	Iteration 28Q: 3 clusters Score -573024.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -573046.687500 Penalty: 2559.488281
	Iteration 29Q: 3 clusters Score -573046.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -573069.937500 Penalty: 2559.488281
	Iteration 30Q: 3 clusters Score -573069.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -573096.250000 Penalty: 2559.488281
	Iteration 31Q: 3 clusters Score -573096.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -573125.000000 Penalty: 2559.488281
	Iteration 32Q: 3 clusters Score -573125 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -573160.375000 Penalty: 2559.488281
	Iteration 33Q: 3 clusters Score -573160.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -573204.562500 Penalty: 2559.488281
	Iteration 34Q: 3 clusters Score -573204.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -573240.750000 Penalty: 2559.488281
	Iteration 35Q: 3 clusters Score -573240.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -573284.187500 Penalty: 2559.488281
	Iteration 36Q: 3 clusters Score -573284.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -573325.062500 Penalty: 2559.488281
	Iteration 37Q: 3 clusters Score -573325.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -573362.875000 Penalty: 2559.488281
	Iteration 38Q: 3 clusters Score -573362.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -573405.187500 Penalty: 2559.488281
	Iteration 39Q: 3 clusters Score -573405.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -573445.375000 Penalty: 2559.488281
	Iteration 40F: 3 clusters Score -573445.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -573476.062500 Penalty: 2559.488281
	Iteration 41Q: 3 clusters Score -573476.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -573510.562500 Penalty: 2559.488281
	Iteration 42Q: 3 clusters Score -573510.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -573541.500000 Penalty: 2559.488281
	Iteration 43Q: 3 clusters Score -573541.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -573567.062500 Penalty: 2559.488281
	Iteration 44Q: 3 clusters Score -573567.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -573588.187500 Penalty: 2559.488281
	Iteration 45Q: 3 clusters Score -573588.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -573609.500000 Penalty: 2559.488281
	Iteration 46Q: 3 clusters Score -573609.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -573623.187500 Penalty: 2559.488281
	Iteration 47Q: 3 clusters Score -573623.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -573636.437500 Penalty: 2559.488281
	Iteration 48Q: 3 clusters Score -573636.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -573658.750000 Penalty: 2559.488281
	Iteration 49Q: 3 clusters Score -573658.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -573674.875000 Penalty: 2559.488281
	Iteration 50Q: 3 clusters Score -573674.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -573688.437500 Penalty: 2559.488281
	Iteration 51Q: 3 clusters Score -573688.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -573699.500000 Penalty: 2559.488281
	Iteration 52Q: 3 clusters Score -573699.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -573705.687500 Penalty: 2559.488281
	Iteration 53Q: 3 clusters Score -573705.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -573714.812500 Penalty: 2559.488281
	Iteration 54Q: 3 clusters Score -573714.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -573724.937500 Penalty: 2559.488281
	Iteration 55Q: 3 clusters Score -573724.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -573732.500000 Penalty: 2559.488281
	Iteration 56Q: 3 clusters Score -573732.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -573736.937500 Penalty: 2559.488281
	Iteration 57Q: 3 clusters Score -573736.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -573740.500000 Penalty: 2559.488281
	Iteration 58Q: 3 clusters Score -573740.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -573748.187500 Penalty: 2559.488281
	Iteration 59Q: 3 clusters Score -573748.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -573757.750000 Penalty: 2559.488281
	Iteration 60F: 3 clusters Score -573757.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -573767.937500 Penalty: 2559.488281
	Iteration 61Q: 3 clusters Score -573767.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -573776.625000 Penalty: 2559.488281
	Iteration 62Q: 3 clusters Score -573776.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -573778.687500 Penalty: 2559.488281
	Iteration 63Q: 3 clusters Score -573778.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -573782.125000 Penalty: 2559.488281
	Iteration 64Q: 3 clusters Score -573782.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -573786.062500 Penalty: 2559.488281
	Iteration 65Q: 3 clusters Score -573786.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -573792.312500 Penalty: 2559.488281
	Iteration 66Q: 3 clusters Score -573792.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -573796.500000 Penalty: 2559.488281
	Iteration 67Q: 3 clusters Score -573796.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -573805.312500 Penalty: 2559.488281
	Iteration 68Q: 3 clusters Score -573805.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -573812.000000 Penalty: 2559.488281
	Iteration 69Q: 3 clusters Score -573812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -573817.875000 Penalty: 2559.488281
	Iteration 70Q: 3 clusters Score -573817.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -573824.250000 Penalty: 2559.488281
	Iteration 71Q: 3 clusters Score -573824.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -573828.000000 Penalty: 2559.488281
	Iteration 72Q: 3 clusters Score -573828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -573830.250000 Penalty: 2559.488281
	Iteration 73Q: 3 clusters Score -573830.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -573833.875000 Penalty: 2559.488281
	Iteration 74Q: 3 clusters Score -573833.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -573835.437500 Penalty: 2559.488281
	Iteration 75Q: 3 clusters Score -573835.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -573840.812500 Penalty: 2559.488281
	Iteration 76Q: 3 clusters Score -573840.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -573844.812500 Penalty: 2559.488281
	Iteration 77Q: 3 clusters Score -573844.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -573846.125000 Penalty: 2559.488281
	Iteration 78Q: 3 clusters Score -573846.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -573846.125000 Penalty: 2559.488281
	Iteration 79F: 3 clusters Score -573846.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Entering Unmasked Estep 
Score: -61663.667969 Penalty: 951.863159
	Iteration 0F: 2 clusters Score -61663.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -60677.492188 Penalty: 1903.726318
	Iteration 0F: 3 clusters Score -60677.49 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -60893.386719 Penalty: 1903.726318
	Iteration 1F: 3 clusters Score -60893.39 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -60944.386719 Penalty: 1903.726318
	Iteration 2Q: 3 clusters Score -60944.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -60957.476562 Penalty: 1903.726318
	Iteration 3Q: 3 clusters Score -60957.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -60966.960938 Penalty: 1903.726318
	Iteration 4Q: 3 clusters Score -60966.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -60968.812500 Penalty: 1903.726318
	Iteration 5Q: 3 clusters Score -60968.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -60968.812500 Penalty: 1903.726318
	Iteration 6F: 3 clusters Score -60968.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (8138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Entering Unmasked Estep 
Score: -797829.312500 Penalty: 1339.839844
	Iteration 0F: 2 clusters Score -797829.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -792190.062500 Penalty: 2679.679688
	Iteration 0F: 3 clusters Score -792190.1 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -793951.437500 Penalty: 2679.679688
	Iteration 1F: 3 clusters Score -793951.4 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -794209.687500 Penalty: 2679.679688
	Iteration 2F: 3 clusters Score -794209.7 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -794378.625000 Penalty: 2679.679688
	Iteration 3Q: 3 clusters Score -794378.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -794526.937500 Penalty: 2679.679688
	Iteration 4Q: 3 clusters Score -794526.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -794677.687500 Penalty: 2679.679688
	Iteration 5Q: 3 clusters Score -794677.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -794813.875000 Penalty: 2679.679688
	Iteration 6Q: 3 clusters Score -794813.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -794961.937500 Penalty: 2679.679688
	Iteration 7Q: 3 clusters Score -794961.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -795118.562500 Penalty: 2679.679688
	Iteration 8Q: 3 clusters Score -795118.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -795278.937500 Penalty: 2679.679688
	Iteration 9Q: 3 clusters Score -795278.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -795477.625000 Penalty: 2679.679688
	Iteration 10Q: 3 clusters Score -795477.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -795667.312500 Penalty: 2679.679688
	Iteration 11Q: 3 clusters Score -795667.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -795812.562500 Penalty: 2679.679688
	Iteration 12Q: 3 clusters Score -795812.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -795943.437500 Penalty: 2679.679688
	Iteration 13Q: 3 clusters Score -795943.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -796109.125000 Penalty: 2679.679688
	Iteration 14Q: 3 clusters Score -796109.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -796275.000000 Penalty: 2679.679688
	Iteration 15Q: 3 clusters Score -796275 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -796430.812500 Penalty: 2679.679688
	Iteration 16Q: 3 clusters Score -796430.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -796529.625000 Penalty: 2679.679688
	Iteration 17Q: 3 clusters Score -796529.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -796618.687500 Penalty: 2679.679688
	Iteration 18Q: 3 clusters Score -796618.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -796718.562500 Penalty: 2679.679688
	Iteration 19Q: 3 clusters Score -796718.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -796800.250000 Penalty: 2679.679688
	Iteration 20F: 3 clusters Score -796800.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -796866.625000 Penalty: 2679.679688
	Iteration 21Q: 3 clusters Score -796866.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -796928.562500 Penalty: 2679.679688
	Iteration 22Q: 3 clusters Score -796928.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -796992.437500 Penalty: 2679.679688
	Iteration 23Q: 3 clusters Score -796992.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -797062.250000 Penalty: 2679.679688
	Iteration 24Q: 3 clusters Score -797062.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -797120.937500 Penalty: 2679.679688
	Iteration 25Q: 3 clusters Score -797120.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -797176.625000 Penalty: 2679.679688
	Iteration 26Q: 3 clusters Score -797176.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -797222.187500 Penalty: 2679.679688
	Iteration 27Q: 3 clusters Score -797222.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -797265.687500 Penalty: 2679.679688
	Iteration 28Q: 3 clusters Score -797265.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -797299.125000 Penalty: 2679.679688
	Iteration 29Q: 3 clusters Score -797299.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -797326.312500 Penalty: 2679.679688
	Iteration 30Q: 3 clusters Score -797326.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -797348.000000 Penalty: 2679.679688
	Iteration 31Q: 3 clusters Score -797348 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -797363.187500 Penalty: 2679.679688
	Iteration 32Q: 3 clusters Score -797363.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -797375.937500 Penalty: 2679.679688
	Iteration 33Q: 3 clusters Score -797375.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -797384.812500 Penalty: 2679.679688
	Iteration 34Q: 3 clusters Score -797384.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -797393.562500 Penalty: 2679.679688
	Iteration 35Q: 3 clusters Score -797393.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -797400.937500 Penalty: 2679.679688
	Iteration 36Q: 3 clusters Score -797400.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -797410.625000 Penalty: 2679.679688
	Iteration 37Q: 3 clusters Score -797410.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -797415.875000 Penalty: 2679.679688
	Iteration 38Q: 3 clusters Score -797415.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -797418.375000 Penalty: 2679.679688
	Iteration 39Q: 3 clusters Score -797418.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -797420.625000 Penalty: 2679.679688
	Iteration 40F: 3 clusters Score -797420.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -797420.437500 Penalty: 2679.679688
	Iteration 41Q: 3 clusters Score -797420.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -797422.000000 Penalty: 2679.679688
	Iteration 42Q: 3 clusters Score -797422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -797421.812500 Penalty: 2679.679688
	Iteration 43Q: 3 clusters Score -797421.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -797421.500000 Penalty: 2679.679688
	Iteration 44Q: 3 clusters Score -797421.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -797422.312500 Penalty: 2679.679688
	Iteration 45Q: 3 clusters Score -797422.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -797421.125000 Penalty: 2679.679688
	Iteration 46Q: 3 clusters Score -797421.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -797421.125000 Penalty: 2679.679688
	Iteration 47F: 3 clusters Score -797421.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (15060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Entering Unmasked Estep 
Score: -1579089.000000 Penalty: 1431.425903
	Iteration 0F: 2 clusters Score -1579089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1569041.250000 Penalty: 2862.851807
	Iteration 0F: 3 clusters Score -1569041 nChanged 6578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1572592.500000 Penalty: 2862.851807
	Iteration 1F: 3 clusters Score -1572592 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1572990.625000 Penalty: 2862.851807
	Iteration 2F: 3 clusters Score -1572991 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1573265.000000 Penalty: 2862.851807
	Iteration 3Q: 3 clusters Score -1573265 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1573505.625000 Penalty: 2862.851807
	Iteration 4Q: 3 clusters Score -1573506 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1573716.000000 Penalty: 2862.851807
	Iteration 5Q: 3 clusters Score -1573716 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1573938.875000 Penalty: 2862.851807
	Iteration 6Q: 3 clusters Score -1573939 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1574180.750000 Penalty: 2862.851807
	Iteration 7Q: 3 clusters Score -1574181 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1574458.000000 Penalty: 2862.851807
	Iteration 8Q: 3 clusters Score -1574458 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1574785.125000 Penalty: 2862.851807
	Iteration 9Q: 3 clusters Score -1574785 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1575180.000000 Penalty: 2862.851807
	Iteration 10Q: 3 clusters Score -1575180 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1575606.875000 Penalty: 2862.851807
	Iteration 11Q: 3 clusters Score -1575607 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1576037.250000 Penalty: 2862.851807
	Iteration 12Q: 3 clusters Score -1576037 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1576449.000000 Penalty: 2862.851807
	Iteration 13Q: 3 clusters Score -1576449 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1576826.625000 Penalty: 2862.851807
	Iteration 14Q: 3 clusters Score -1576827 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1577124.500000 Penalty: 2862.851807
	Iteration 15Q: 3 clusters Score -1577124 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1577359.250000 Penalty: 2862.851807
	Iteration 16Q: 3 clusters Score -1577359 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1577521.750000 Penalty: 2862.851807
	Iteration 17Q: 3 clusters Score -1577522 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1577678.625000 Penalty: 2862.851807
	Iteration 18Q: 3 clusters Score -1577679 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1577795.375000 Penalty: 2862.851807
	Iteration 19Q: 3 clusters Score -1577795 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1577868.875000 Penalty: 2862.851807
	Iteration 20F: 3 clusters Score -1577869 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1577925.375000 Penalty: 2862.851807
	Iteration 21Q: 3 clusters Score -1577925 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1577982.125000 Penalty: 2862.851807
	Iteration 22Q: 3 clusters Score -1577982 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1578021.125000 Penalty: 2862.851807
	Iteration 23Q: 3 clusters Score -1578021 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1578044.250000 Penalty: 2862.851807
	Iteration 24Q: 3 clusters Score -1578044 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1578067.125000 Penalty: 2862.851807
	Iteration 25Q: 3 clusters Score -1578067 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1578076.750000 Penalty: 2862.851807
	Iteration 26Q: 3 clusters Score -1578077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1578080.500000 Penalty: 2862.851807
	Iteration 27Q: 3 clusters Score -1578080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1578089.500000 Penalty: 2862.851807
	Iteration 28Q: 3 clusters Score -1578090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1578090.000000 Penalty: 2862.851807
	Iteration 29Q: 3 clusters Score -1578090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1578093.000000 Penalty: 2862.851807
	Iteration 30Q: 3 clusters Score -1578093 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1578100.125000 Penalty: 2862.851807
	Iteration 31Q: 3 clusters Score -1578100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1578107.250000 Penalty: 2862.851807
	Iteration 32Q: 3 clusters Score -1578107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1578108.375000 Penalty: 2862.851807
	Iteration 33Q: 3 clusters Score -1578108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1578106.250000 Penalty: 2862.851807
	Iteration 34Q: 3 clusters Score -1578106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1578106.250000 Penalty: 2862.851807
	Iteration 35F: 3 clusters Score -1578106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (4597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Entering Unmasked Estep 
Score: -446046.156250 Penalty: 1254.854126
	Iteration 0F: 2 clusters Score -446046.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -442650.156250 Penalty: 2509.708252
	Iteration 0F: 3 clusters Score -442650.2 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -443617.750000 Penalty: 2509.708252
	Iteration 1F: 3 clusters Score -443617.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -443797.125000 Penalty: 2509.708252
	Iteration 2F: 3 clusters Score -443797.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -443921.500000 Penalty: 2509.708252
	Iteration 3Q: 3 clusters Score -443921.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -444012.156250 Penalty: 2509.708252
	Iteration 4Q: 3 clusters Score -444012.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -444086.343750 Penalty: 2509.708252
	Iteration 5Q: 3 clusters Score -444086.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -444139.343750 Penalty: 2509.708252
	Iteration 6Q: 3 clusters Score -444139.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -444177.687500 Penalty: 2509.708252
	Iteration 7Q: 3 clusters Score -444177.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -444211.125000 Penalty: 2509.708252
	Iteration 8Q: 3 clusters Score -444211.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -444241.250000 Penalty: 2509.708252
	Iteration 9Q: 3 clusters Score -444241.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -444270.031250 Penalty: 2509.708252
	Iteration 10Q: 3 clusters Score -444270 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -444298.750000 Penalty: 2509.708252
	Iteration 11Q: 3 clusters Score -444298.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -444326.406250 Penalty: 2509.708252
	Iteration 12Q: 3 clusters Score -444326.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -444357.531250 Penalty: 2509.708252
	Iteration 13Q: 3 clusters Score -444357.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -444390.343750 Penalty: 2509.708252
	Iteration 14Q: 3 clusters Score -444390.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -444423.968750 Penalty: 2509.708252
	Iteration 15Q: 3 clusters Score -444424 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -444451.906250 Penalty: 2509.708252
	Iteration 16Q: 3 clusters Score -444451.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -444482.718750 Penalty: 2509.708252
	Iteration 17Q: 3 clusters Score -444482.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -444511.937500 Penalty: 2509.708252
	Iteration 18Q: 3 clusters Score -444511.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -444551.718750 Penalty: 2509.708252
	Iteration 19Q: 3 clusters Score -444551.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -444593.187500 Penalty: 2509.708252
	Iteration 20F: 3 clusters Score -444593.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -444627.125000 Penalty: 2509.708252
	Iteration 21Q: 3 clusters Score -444627.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -444648.593750 Penalty: 2509.708252
	Iteration 22Q: 3 clusters Score -444648.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -444670.156250 Penalty: 2509.708252
	Iteration 23Q: 3 clusters Score -444670.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -444685.687500 Penalty: 2509.708252
	Iteration 24Q: 3 clusters Score -444685.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -444701.406250 Penalty: 2509.708252
	Iteration 25Q: 3 clusters Score -444701.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -444719.750000 Penalty: 2509.708252
	Iteration 26Q: 3 clusters Score -444719.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -444732.593750 Penalty: 2509.708252
	Iteration 27Q: 3 clusters Score -444732.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -444747.156250 Penalty: 2509.708252
	Iteration 28Q: 3 clusters Score -444747.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -444756.312500 Penalty: 2509.708252
	Iteration 29Q: 3 clusters Score -444756.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -444766.500000 Penalty: 2509.708252
	Iteration 30Q: 3 clusters Score -444766.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -444778.625000 Penalty: 2509.708252
	Iteration 31Q: 3 clusters Score -444778.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -444792.593750 Penalty: 2509.708252
	Iteration 32Q: 3 clusters Score -444792.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -444805.625000 Penalty: 2509.708252
	Iteration 33Q: 3 clusters Score -444805.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -444813.937500 Penalty: 2509.708252
	Iteration 34Q: 3 clusters Score -444813.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -444821.125000 Penalty: 2509.708252
	Iteration 35Q: 3 clusters Score -444821.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -444827.031250 Penalty: 2509.708252
	Iteration 36Q: 3 clusters Score -444827 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -444833.406250 Penalty: 2509.708252
	Iteration 37Q: 3 clusters Score -444833.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -444836.625000 Penalty: 2509.708252
	Iteration 38Q: 3 clusters Score -444836.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -444838.593750 Penalty: 2509.708252
	Iteration 39Q: 3 clusters Score -444838.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -444843.093750 Penalty: 2509.708252
	Iteration 40F: 3 clusters Score -444843.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -444848.843750 Penalty: 2509.708252
	Iteration 41Q: 3 clusters Score -444848.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -444855.187500 Penalty: 2509.708252
	Iteration 42Q: 3 clusters Score -444855.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -444861.218750 Penalty: 2509.708252
	Iteration 43Q: 3 clusters Score -444861.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -444865.718750 Penalty: 2509.708252
	Iteration 44Q: 3 clusters Score -444865.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -444870.687500 Penalty: 2509.708252
	Iteration 45Q: 3 clusters Score -444870.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -444874.406250 Penalty: 2509.708252
	Iteration 46Q: 3 clusters Score -444874.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -444877.968750 Penalty: 2509.708252
	Iteration 47Q: 3 clusters Score -444878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -444879.093750 Penalty: 2509.708252
	Iteration 48Q: 3 clusters Score -444879.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -444884.531250 Penalty: 2509.708252
	Iteration 49Q: 3 clusters Score -444884.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -444889.875000 Penalty: 2509.708252
	Iteration 50Q: 3 clusters Score -444889.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -444894.031250 Penalty: 2509.708252
	Iteration 51Q: 3 clusters Score -444894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -444896.062500 Penalty: 2509.708252
	Iteration 52Q: 3 clusters Score -444896.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -444898.312500 Penalty: 2509.708252
	Iteration 53Q: 3 clusters Score -444898.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -444898.781250 Penalty: 2509.708252
	Iteration 54Q: 3 clusters Score -444898.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -444898.718750 Penalty: 2509.708252
	Iteration 55Q: 3 clusters Score -444898.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -444898.718750 Penalty: 2509.708252
	Iteration 56F: 3 clusters Score -444898.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (2201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Entering Unmasked Estep 
Score: -204816.546875 Penalty: 1145.264160
	Iteration 0F: 2 clusters Score -204816.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -202856.281250 Penalty: 2290.528320
	Iteration 0F: 3 clusters Score -202856.3 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -203379.140625 Penalty: 2290.528320
	Iteration 1F: 3 clusters Score -203379.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -203522.000000 Penalty: 2290.528320
	Iteration 2F: 3 clusters Score -203522 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -203601.750000 Penalty: 2290.528320
	Iteration 3Q: 3 clusters Score -203601.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -203643.906250 Penalty: 2290.528320
	Iteration 4Q: 3 clusters Score -203643.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -203676.734375 Penalty: 2290.528320
	Iteration 5Q: 3 clusters Score -203676.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -203704.578125 Penalty: 2290.528320
	Iteration 6Q: 3 clusters Score -203704.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -203725.421875 Penalty: 2290.528320
	Iteration 7Q: 3 clusters Score -203725.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -203742.703125 Penalty: 2290.528320
	Iteration 8Q: 3 clusters Score -203742.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -203761.046875 Penalty: 2290.528320
	Iteration 9Q: 3 clusters Score -203761 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -203776.437500 Penalty: 2290.528320
	Iteration 10Q: 3 clusters Score -203776.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -203791.453125 Penalty: 2290.528320
	Iteration 11Q: 3 clusters Score -203791.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -203817.812500 Penalty: 2290.528320
	Iteration 12Q: 3 clusters Score -203817.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -203834.859375 Penalty: 2290.528320
	Iteration 13Q: 3 clusters Score -203834.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -203855.640625 Penalty: 2290.528320
	Iteration 14Q: 3 clusters Score -203855.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -203870.734375 Penalty: 2290.528320
	Iteration 15Q: 3 clusters Score -203870.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -203887.437500 Penalty: 2290.528320
	Iteration 16Q: 3 clusters Score -203887.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -203899.046875 Penalty: 2290.528320
	Iteration 17Q: 3 clusters Score -203899 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -203909.265625 Penalty: 2290.528320
	Iteration 18Q: 3 clusters Score -203909.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -203915.593750 Penalty: 2290.528320
	Iteration 19Q: 3 clusters Score -203915.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -203920.875000 Penalty: 2290.528320
	Iteration 20F: 3 clusters Score -203920.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -203926.734375 Penalty: 2290.528320
	Iteration 21Q: 3 clusters Score -203926.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -203933.875000 Penalty: 2290.528320
	Iteration 22Q: 3 clusters Score -203933.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -203939.140625 Penalty: 2290.528320
	Iteration 23Q: 3 clusters Score -203939.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -203943.484375 Penalty: 2290.528320
	Iteration 24Q: 3 clusters Score -203943.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -203947.437500 Penalty: 2290.528320
	Iteration 25Q: 3 clusters Score -203947.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -203949.312500 Penalty: 2290.528320
	Iteration 26Q: 3 clusters Score -203949.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -203950.312500 Penalty: 2290.528320
	Iteration 27Q: 3 clusters Score -203950.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -203951.859375 Penalty: 2290.528320
	Iteration 28Q: 3 clusters Score -203951.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -203953.031250 Penalty: 2290.528320
	Iteration 29Q: 3 clusters Score -203953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -203955.171875 Penalty: 2290.528320
	Iteration 30Q: 3 clusters Score -203955.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -203956.890625 Penalty: 2290.528320
	Iteration 31Q: 3 clusters Score -203956.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -203956.937500 Penalty: 2290.528320
	Iteration 32Q: 3 clusters Score -203956.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -203956.937500 Penalty: 2290.528320
	Iteration 33F: 3 clusters Score -203956.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (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: -173234.328125 Penalty: 1105.865601
	Iteration 0F: 2 clusters Score -173234.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -171531.468750 Penalty: 2211.731201
	Iteration 0F: 3 clusters Score -171531.5 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -171922.812500 Penalty: 2211.731201
	Iteration 1F: 3 clusters Score -171922.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -172040.750000 Penalty: 2211.731201
	Iteration 2F: 3 clusters Score -172040.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -172110.109375 Penalty: 2211.731201
	Iteration 3Q: 3 clusters Score -172110.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -172163.296875 Penalty: 2211.731201
	Iteration 4Q: 3 clusters Score -172163.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -172228.578125 Penalty: 2211.731201
	Iteration 5Q: 3 clusters Score -172228.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -172278.484375 Penalty: 2211.731201
	Iteration 6Q: 3 clusters Score -172278.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -172316.062500 Penalty: 2211.731201
	Iteration 7Q: 3 clusters Score -172316.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -172350.484375 Penalty: 2211.731201
	Iteration 8Q: 3 clusters Score -172350.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -172380.078125 Penalty: 2211.731201
	Iteration 9Q: 3 clusters Score -172380.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -172402.140625 Penalty: 2211.731201
	Iteration 10Q: 3 clusters Score -172402.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -172414.484375 Penalty: 2211.731201
	Iteration 11Q: 3 clusters Score -172414.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -172428.265625 Penalty: 2211.731201
	Iteration 12Q: 3 clusters Score -172428.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -172437.234375 Penalty: 2211.731201
	Iteration 13Q: 3 clusters Score -172437.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -172448.781250 Penalty: 2211.731201
	Iteration 14Q: 3 clusters Score -172448.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -172456.921875 Penalty: 2211.731201
	Iteration 15Q: 3 clusters Score -172456.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -172471.781250 Penalty: 2211.731201
	Iteration 16Q: 3 clusters Score -172471.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -172488.609375 Penalty: 2211.731201
	Iteration 17Q: 3 clusters Score -172488.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -172510.500000 Penalty: 2211.731201
	Iteration 18Q: 3 clusters Score -172510.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -172522.671875 Penalty: 2211.731201
	Iteration 19Q: 3 clusters Score -172522.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -172528.218750 Penalty: 2211.731201
	Iteration 20F: 3 clusters Score -172528.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -172532.296875 Penalty: 2211.731201
	Iteration 21Q: 3 clusters Score -172532.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -172532.671875 Penalty: 2211.731201
	Iteration 22Q: 3 clusters Score -172532.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -172534.109375 Penalty: 2211.731201
	Iteration 23Q: 3 clusters Score -172534.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -172536.046875 Penalty: 2211.731201
	Iteration 24Q: 3 clusters Score -172536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -172537.968750 Penalty: 2211.731201
	Iteration 25Q: 3 clusters Score -172538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -172541.390625 Penalty: 2211.731201
	Iteration 26Q: 3 clusters Score -172541.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -172542.312500 Penalty: 2211.731201
	Iteration 27Q: 3 clusters Score -172542.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -172545.312500 Penalty: 2211.731201
	Iteration 28Q: 3 clusters Score -172545.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -172548.531250 Penalty: 2211.731201
	Iteration 29Q: 3 clusters Score -172548.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -172551.937500 Penalty: 2211.731201
	Iteration 30Q: 3 clusters Score -172551.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -172556.984375 Penalty: 2211.731201
	Iteration 31Q: 3 clusters Score -172557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -172558.515625 Penalty: 2211.731201
	Iteration 32Q: 3 clusters Score -172558.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -172559.953125 Penalty: 2211.731201
	Iteration 33Q: 3 clusters Score -172560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -172563.031250 Penalty: 2211.731201
	Iteration 34Q: 3 clusters Score -172563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -172565.031250 Penalty: 2211.731201
	Iteration 35Q: 3 clusters Score -172565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -172565.359375 Penalty: 2211.731201
	Iteration 36Q: 3 clusters Score -172565.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -172565.359375 Penalty: 2211.731201
	Iteration 37F: 3 clusters Score -172565.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (11653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Entering Unmasked Estep 
Score: -1224915.625000 Penalty: 1393.261963
	Iteration 0F: 2 clusters Score -1224916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1217081.375000 Penalty: 2786.523926
	Iteration 0F: 3 clusters Score -1217081 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1219737.750000 Penalty: 2786.523926
	Iteration 1F: 3 clusters Score -1219738 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1220003.625000 Penalty: 2786.523926
	Iteration 2F: 3 clusters Score -1220004 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1220216.250000 Penalty: 2786.523926
	Iteration 3Q: 3 clusters Score -1220216 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1220384.875000 Penalty: 2786.523926
	Iteration 4Q: 3 clusters Score -1220385 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1220545.000000 Penalty: 2786.523926
	Iteration 5Q: 3 clusters Score -1220545 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1220733.250000 Penalty: 2786.523926
	Iteration 6Q: 3 clusters Score -1220733 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1220949.375000 Penalty: 2786.523926
	Iteration 7Q: 3 clusters Score -1220949 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1221196.500000 Penalty: 2786.523926
	Iteration 8Q: 3 clusters Score -1221196 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1221524.625000 Penalty: 2786.523926
	Iteration 9Q: 3 clusters Score -1221525 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1221884.625000 Penalty: 2786.523926
	Iteration 10Q: 3 clusters Score -1221885 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1222255.250000 Penalty: 2786.523926
	Iteration 11Q: 3 clusters Score -1222255 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1222574.875000 Penalty: 2786.523926
	Iteration 12Q: 3 clusters Score -1222575 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1222862.375000 Penalty: 2786.523926
	Iteration 13Q: 3 clusters Score -1222862 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1223089.125000 Penalty: 2786.523926
	Iteration 14Q: 3 clusters Score -1223089 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1223288.625000 Penalty: 2786.523926
	Iteration 15Q: 3 clusters Score -1223289 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1223443.750000 Penalty: 2786.523926
	Iteration 16Q: 3 clusters Score -1223444 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1223555.375000 Penalty: 2786.523926
	Iteration 17Q: 3 clusters Score -1223555 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1223634.375000 Penalty: 2786.523926
	Iteration 18Q: 3 clusters Score -1223634 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1223696.875000 Penalty: 2786.523926
	Iteration 19Q: 3 clusters Score -1223697 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1223748.500000 Penalty: 2786.523926
	Iteration 20F: 3 clusters Score -1223748 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1223795.500000 Penalty: 2786.523926
	Iteration 21Q: 3 clusters Score -1223796 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1223833.000000 Penalty: 2786.523926
	Iteration 22Q: 3 clusters Score -1223833 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1223865.625000 Penalty: 2786.523926
	Iteration 23Q: 3 clusters Score -1223866 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1223889.875000 Penalty: 2786.523926
	Iteration 24Q: 3 clusters Score -1223890 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1223901.125000 Penalty: 2786.523926
	Iteration 25Q: 3 clusters Score -1223901 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1223918.500000 Penalty: 2786.523926
	Iteration 26Q: 3 clusters Score -1223918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1223926.625000 Penalty: 2786.523926
	Iteration 27Q: 3 clusters Score -1223927 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1223933.125000 Penalty: 2786.523926
	Iteration 28Q: 3 clusters Score -1223933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1223942.125000 Penalty: 2786.523926
	Iteration 29Q: 3 clusters Score -1223942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1223942.500000 Penalty: 2786.523926
	Iteration 30Q: 3 clusters Score -1223942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1223947.750000 Penalty: 2786.523926
	Iteration 31Q: 3 clusters Score -1223948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1223950.250000 Penalty: 2786.523926
	Iteration 32Q: 3 clusters Score -1223950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1223954.375000 Penalty: 2786.523926
	Iteration 33Q: 3 clusters Score -1223954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1223954.250000 Penalty: 2786.523926
	Iteration 34Q: 3 clusters Score -1223954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1223956.000000 Penalty: 2786.523926
	Iteration 35Q: 3 clusters Score -1223956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1223956.000000 Penalty: 2786.523926
	Iteration 36F: 3 clusters Score -1223956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -19840.169922 Penalty: 819.193359
	Iteration 0F: 2 clusters Score -19840.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -19287.943359 Penalty: 1638.386719
	Iteration 0F: 3 clusters Score -19287.94 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -19362.320312 Penalty: 1638.386719
	Iteration 1F: 3 clusters Score -19362.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -19399.101562 Penalty: 1638.386719
	Iteration 2Q: 3 clusters Score -19399.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -19405.332031 Penalty: 1638.386719
	Iteration 3Q: 3 clusters Score -19405.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -19414.875000 Penalty: 1638.386719
	Iteration 4Q: 3 clusters Score -19414.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -19423.298828 Penalty: 1638.386719
	Iteration 5Q: 3 clusters Score -19423.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -19423.298828 Penalty: 1638.386719
	Iteration 6F: 3 clusters Score -19423.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (4019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Entering Unmasked Estep 
Score: -372002.500000 Penalty: 1234.859741
	Iteration 0F: 2 clusters Score -372002.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -368888.718750 Penalty: 2469.719482
	Iteration 0F: 3 clusters Score -368888.7 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -369744.593750 Penalty: 2469.719482
	Iteration 1F: 3 clusters Score -369744.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -369972.500000 Penalty: 2469.719482
	Iteration 2F: 3 clusters Score -369972.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -370133.625000 Penalty: 2469.719482
	Iteration 3F: 3 clusters Score -370133.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -370246.593750 Penalty: 2469.719482
	Iteration 4Q: 3 clusters Score -370246.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -370357.781250 Penalty: 2469.719482
	Iteration 5Q: 3 clusters Score -370357.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -370434.625000 Penalty: 2469.719482
	Iteration 6Q: 3 clusters Score -370434.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -370497.156250 Penalty: 2469.719482
	Iteration 7Q: 3 clusters Score -370497.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -370557.000000 Penalty: 2469.719482
	Iteration 8Q: 3 clusters Score -370557 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -370598.968750 Penalty: 2469.719482
	Iteration 9Q: 3 clusters Score -370599 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -370631.312500 Penalty: 2469.719482
	Iteration 10Q: 3 clusters Score -370631.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -370659.187500 Penalty: 2469.719482
	Iteration 11Q: 3 clusters Score -370659.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -370683.312500 Penalty: 2469.719482
	Iteration 12Q: 3 clusters Score -370683.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -370705.812500 Penalty: 2469.719482
	Iteration 13Q: 3 clusters Score -370705.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -370729.968750 Penalty: 2469.719482
	Iteration 14Q: 3 clusters Score -370730 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -370746.031250 Penalty: 2469.719482
	Iteration 15Q: 3 clusters Score -370746 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -370757.968750 Penalty: 2469.719482
	Iteration 16Q: 3 clusters Score -370758 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -370770.468750 Penalty: 2469.719482
	Iteration 17Q: 3 clusters Score -370770.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -370783.593750 Penalty: 2469.719482
	Iteration 18Q: 3 clusters Score -370783.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -370801.406250 Penalty: 2469.719482
	Iteration 19Q: 3 clusters Score -370801.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -370815.906250 Penalty: 2469.719482
	Iteration 20F: 3 clusters Score -370815.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -370828.062500 Penalty: 2469.719482
	Iteration 21Q: 3 clusters Score -370828.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -370839.218750 Penalty: 2469.719482
	Iteration 22Q: 3 clusters Score -370839.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -370852.781250 Penalty: 2469.719482
	Iteration 23Q: 3 clusters Score -370852.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -370874.062500 Penalty: 2469.719482
	Iteration 24Q: 3 clusters Score -370874.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -370895.062500 Penalty: 2469.719482
	Iteration 25Q: 3 clusters Score -370895.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -370920.625000 Penalty: 2469.719482
	Iteration 26Q: 3 clusters Score -370920.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -370952.687500 Penalty: 2469.719482
	Iteration 27Q: 3 clusters Score -370952.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -370986.687500 Penalty: 2469.719482
	Iteration 28Q: 3 clusters Score -370986.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -371014.375000 Penalty: 2469.719482
	Iteration 29Q: 3 clusters Score -371014.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -371038.687500 Penalty: 2469.719482
	Iteration 30Q: 3 clusters Score -371038.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -371052.687500 Penalty: 2469.719482
	Iteration 31Q: 3 clusters Score -371052.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -371058.968750 Penalty: 2469.719482
	Iteration 32Q: 3 clusters Score -371059 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -371063.375000 Penalty: 2469.719482
	Iteration 33Q: 3 clusters Score -371063.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -371067.125000 Penalty: 2469.719482
	Iteration 34Q: 3 clusters Score -371067.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -371071.718750 Penalty: 2469.719482
	Iteration 35Q: 3 clusters Score -371071.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -371073.937500 Penalty: 2469.719482
	Iteration 36Q: 3 clusters Score -371073.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -371076.625000 Penalty: 2469.719482
	Iteration 37Q: 3 clusters Score -371076.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -371078.625000 Penalty: 2469.719482
	Iteration 38Q: 3 clusters Score -371078.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -371080.000000 Penalty: 2469.719482
	Iteration 39Q: 3 clusters Score -371080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -371080.906250 Penalty: 2469.719482
	Iteration 40F: 3 clusters Score -371080.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -371082.218750 Penalty: 2469.719482
	Iteration 41Q: 3 clusters Score -371082.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -371082.375000 Penalty: 2469.719482
	Iteration 42Q: 3 clusters Score -371082.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -371082.375000 Penalty: 2469.719482
	Iteration 43F: 3 clusters Score -371082.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (5792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Entering Unmasked Estep 
Score: -608003.625000 Penalty: 1289.237915
	Iteration 0F: 2 clusters Score -608003.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -603781.687500 Penalty: 2578.475830
	Iteration 0F: 3 clusters Score -603781.7 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -605024.875000 Penalty: 2578.475830
	Iteration 1F: 3 clusters Score -605024.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -605199.062500 Penalty: 2578.475830
	Iteration 2F: 3 clusters Score -605199.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -605316.187500 Penalty: 2578.475830
	Iteration 3Q: 3 clusters Score -605316.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -605409.687500 Penalty: 2578.475830
	Iteration 4Q: 3 clusters Score -605409.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -605470.500000 Penalty: 2578.475830
	Iteration 5Q: 3 clusters Score -605470.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -605521.437500 Penalty: 2578.475830
	Iteration 6Q: 3 clusters Score -605521.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -605554.875000 Penalty: 2578.475830
	Iteration 7Q: 3 clusters Score -605554.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -605585.687500 Penalty: 2578.475830
	Iteration 8Q: 3 clusters Score -605585.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -605614.437500 Penalty: 2578.475830
	Iteration 9Q: 3 clusters Score -605614.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -605637.187500 Penalty: 2578.475830
	Iteration 10Q: 3 clusters Score -605637.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -605655.562500 Penalty: 2578.475830
	Iteration 11Q: 3 clusters Score -605655.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -605669.125000 Penalty: 2578.475830
	Iteration 12Q: 3 clusters Score -605669.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -605682.312500 Penalty: 2578.475830
	Iteration 13Q: 3 clusters Score -605682.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -605693.687500 Penalty: 2578.475830
	Iteration 14Q: 3 clusters Score -605693.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -605706.000000 Penalty: 2578.475830
	Iteration 15Q: 3 clusters Score -605706 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -605712.812500 Penalty: 2578.475830
	Iteration 16Q: 3 clusters Score -605712.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -605718.062500 Penalty: 2578.475830
	Iteration 17Q: 3 clusters Score -605718.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -605725.312500 Penalty: 2578.475830
	Iteration 18Q: 3 clusters Score -605725.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -605733.687500 Penalty: 2578.475830
	Iteration 19Q: 3 clusters Score -605733.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -605740.000000 Penalty: 2578.475830
	Iteration 20F: 3 clusters Score -605740 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -605749.187500 Penalty: 2578.475830
	Iteration 21Q: 3 clusters Score -605749.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -605758.062500 Penalty: 2578.475830
	Iteration 22Q: 3 clusters Score -605758.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -605764.875000 Penalty: 2578.475830
	Iteration 23Q: 3 clusters Score -605764.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -605770.125000 Penalty: 2578.475830
	Iteration 24Q: 3 clusters Score -605770.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -605777.750000 Penalty: 2578.475830
	Iteration 25Q: 3 clusters Score -605777.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -605781.187500 Penalty: 2578.475830
	Iteration 26Q: 3 clusters Score -605781.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -605786.250000 Penalty: 2578.475830
	Iteration 27Q: 3 clusters Score -605786.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -605789.437500 Penalty: 2578.475830
	Iteration 28Q: 3 clusters Score -605789.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -605789.875000 Penalty: 2578.475830
	Iteration 29Q: 3 clusters Score -605789.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -605791.312500 Penalty: 2578.475830
	Iteration 30Q: 3 clusters Score -605791.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -605794.312500 Penalty: 2578.475830
	Iteration 31Q: 3 clusters Score -605794.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -605795.625000 Penalty: 2578.475830
	Iteration 32Q: 3 clusters Score -605795.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -605796.750000 Penalty: 2578.475830
	Iteration 33Q: 3 clusters Score -605796.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -605799.375000 Penalty: 2578.475830
	Iteration 34Q: 3 clusters Score -605799.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -605799.937500 Penalty: 2578.475830
	Iteration 35Q: 3 clusters Score -605799.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -605802.875000 Penalty: 2578.475830
	Iteration 36Q: 3 clusters Score -605802.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -605803.562500 Penalty: 2578.475830
	Iteration 37Q: 3 clusters Score -605803.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -605803.375000 Penalty: 2578.475830
	Iteration 38Q: 3 clusters Score -605803.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -605805.187500 Penalty: 2578.475830
	Iteration 39Q: 3 clusters Score -605805.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -605807.000000 Penalty: 2578.475830
	Iteration 40F: 3 clusters Score -605807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -605807.437500 Penalty: 2578.475830
	Iteration 41Q: 3 clusters Score -605807.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -605808.250000 Penalty: 2578.475830
	Iteration 42Q: 3 clusters Score -605808.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -605808.250000 Penalty: 2578.475830
	Iteration 43Q: 3 clusters Score -605808.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -605808.562500 Penalty: 2578.475830
	Iteration 44Q: 3 clusters Score -605808.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -605808.500000 Penalty: 2578.475830
	Iteration 45Q: 3 clusters Score -605808.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -605808.000000 Penalty: 2578.475830
	Iteration 46Q: 3 clusters Score -605808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -605808.875000 Penalty: 2578.475830
	Iteration 47Q: 3 clusters Score -605808.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -605810.375000 Penalty: 2578.475830
	Iteration 48Q: 3 clusters Score -605810.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -605810.687500 Penalty: 2578.475830
	Iteration 49Q: 3 clusters Score -605810.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -605808.812500 Penalty: 2578.475830
	Iteration 50Q: 3 clusters Score -605808.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -605811.000000 Penalty: 2578.475830
	Iteration 51Q: 3 clusters Score -605811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -605811.562500 Penalty: 2578.475830
	Iteration 52Q: 3 clusters Score -605811.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -605811.812500 Penalty: 2578.475830
	Iteration 53Q: 3 clusters Score -605811.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -605812.750000 Penalty: 2578.475830
	Iteration 54Q: 3 clusters Score -605812.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -605812.437500 Penalty: 2578.475830
	Iteration 55Q: 3 clusters Score -605812.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -605813.312500 Penalty: 2578.475830
	Iteration 56Q: 3 clusters Score -605813.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -605813.125000 Penalty: 2578.475830
	Iteration 57Q: 3 clusters Score -605813.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -605814.062500 Penalty: 2578.475830
	Iteration 58Q: 3 clusters Score -605814.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -605813.937500 Penalty: 2578.475830
	Iteration 59Q: 3 clusters Score -605813.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -605813.937500 Penalty: 2578.475830
	Iteration 60F: 3 clusters Score -605813.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Entering Unmasked Estep 
Score: -87634.140625 Penalty: 1005.431519
	Iteration 0F: 2 clusters Score -87634.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -86508.320312 Penalty: 2010.863037
	Iteration 0F: 3 clusters Score -86508.32 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -86745.921875 Penalty: 2010.863037
	Iteration 1F: 3 clusters Score -86745.92 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -86831.523438 Penalty: 2010.863037
	Iteration 2F: 3 clusters Score -86831.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -86868.914062 Penalty: 2010.863037
	Iteration 3Q: 3 clusters Score -86868.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -86889.218750 Penalty: 2010.863037
	Iteration 4Q: 3 clusters Score -86889.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -86903.171875 Penalty: 2010.863037
	Iteration 5Q: 3 clusters Score -86903.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -86912.109375 Penalty: 2010.863037
	Iteration 6Q: 3 clusters Score -86912.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -86915.226562 Penalty: 2010.863037
	Iteration 7Q: 3 clusters Score -86915.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -86916.007812 Penalty: 2010.863037
	Iteration 8Q: 3 clusters Score -86916.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -86916.007812 Penalty: 2010.863037
	Iteration 9F: 3 clusters Score -86916.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55881 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49714 members 
Mstep: Class 4 contains 10515 members 
Mstep: Class 5 contains 110674 members 
Mstep: Class 6 contains 37602 members 
Mstep: Class 7 contains 36585 members 
Mstep: Class 8 contains 3850 members 
Mstep: Class 9 contains 10393 members 
Mstep: Class 10 contains 11953 members 
Mstep: Class 11 contains 7130 members 
Mstep: Class 12 contains 24427 members 
Mstep: Class 13 contains 4009 members 
Mstep: Class 14 contains 4490 members 
Mstep: Class 15 contains 2854 members 
Mstep: Class 16 contains 37917 members 
Mstep: Class 17 contains 35123 members 
Mstep: Class 18 contains 11040 members 
Mstep: Class 19 contains 7370 members 
Mstep: Class 20 contains 1413 members 
Mstep: Class 21 contains 36732 members 
Mstep: Class 22 contains 5571 members 
Mstep: Class 23 contains 4440 members 
Mstep: Class 24 contains 6424 members 
Mstep: Class 25 contains 14684 members 
Mstep: Class 26 contains 3678 members 
Mstep: Class 27 contains 18520 members 
Mstep: Class 28 contains 9353 members 
Mstep: Class 29 contains 13395 members 
Mstep: Class 30 contains 16107 members 
Mstep: Class 31 contains 5001 members 
Mstep: Class 32 contains 106146 members 
Mstep: Class 33 contains 18158 members 
Mstep: Class 34 contains 8880 members 
Mstep: Class 35 contains 36491 members 
Mstep: Class 36 contains 2273 members 
Mstep: Class 37 contains 37537 members 
Mstep: Class 38 contains 14867 members 
Mstep: Class 39 contains 17582 members 
Mstep: Class 40 contains 5434 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8138 members 
Mstep: Class 43 contains 15060 members 
Mstep: Class 44 contains 4597 members 
Mstep: Class 45 contains 2201 members 
Mstep: Class 46 contains 1689 members 
Mstep: Class 47 contains 11653 members 
Mstep: Class 48 contains 246 members 
Mstep: Class 49 contains 4019 members 
Mstep: Class 50 contains 5792 members 
Mstep: Class 51 contains 860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134976.000000 Penalty: 104041.984375
Iteration 239Q: 52 clusters Score -8.813498e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55877 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49714 members 
Mstep: Class 4 contains 10515 members 
Mstep: Class 5 contains 110660 members 
Mstep: Class 6 contains 37605 members 
Mstep: Class 7 contains 36596 members 
Mstep: Class 8 contains 3850 members 
Mstep: Class 9 contains 10390 members 
Mstep: Class 10 contains 11948 members 
Mstep: Class 11 contains 7127 members 
Mstep: Class 12 contains 24425 members 
Mstep: Class 13 contains 4009 members 
Mstep: Class 14 contains 4479 members 
Mstep: Class 15 contains 2854 members 
Mstep: Class 16 contains 37918 members 
Mstep: Class 17 contains 35122 members 
Mstep: Class 18 contains 11040 members 
Mstep: Class 19 contains 7369 members 
Mstep: Class 20 contains 1413 members 
Mstep: Class 21 contains 36738 members 
Mstep: Class 22 contains 5571 members 
Mstep: Class 23 contains 4442 members 
Mstep: Class 24 contains 6425 members 
Mstep: Class 25 contains 14685 members 
Mstep: Class 26 contains 3678 members 
Mstep: Class 27 contains 18520 members 
Mstep: Class 28 contains 9349 members 
Mstep: Class 29 contains 13222 members 
Mstep: Class 30 contains 16106 members 
Mstep: Class 31 contains 5001 members 
Mstep: Class 32 contains 106174 members 
Mstep: Class 33 contains 18176 members 
Mstep: Class 34 contains 8880 members 
Mstep: Class 35 contains 36493 members 
Mstep: Class 36 contains 2273 members 
Mstep: Class 37 contains 37537 members 
Mstep: Class 38 contains 14868 members 
Mstep: Class 39 contains 17583 members 
Mstep: Class 40 contains 5446 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8141 members 
Mstep: Class 43 contains 15059 members 
Mstep: Class 44 contains 4599 members 
Mstep: Class 45 contains 2201 members 
Mstep: Class 46 contains 1694 members 
Mstep: Class 47 contains 11652 members 
Mstep: Class 48 contains 246 members 
Mstep: Class 49 contains 4019 members 
Mstep: Class 50 contains 5919 members 
Mstep: Class 51 contains 860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135064.000000 Penalty: 104041.984375
Iteration 240F: 52 clusters Score -8.813506e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55867 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49712 members 
Mstep: Class 4 contains 10515 members 
Mstep: Class 5 contains 110643 members 
Mstep: Class 6 contains 37609 members 
Mstep: Class 7 contains 36608 members 
Mstep: Class 8 contains 3849 members 
Mstep: Class 9 contains 10390 members 
Mstep: Class 10 contains 11950 members 
Mstep: Class 11 contains 7128 members 
Mstep: Class 12 contains 24421 members 
Mstep: Class 13 contains 4009 members 
Mstep: Class 14 contains 4474 members 
Mstep: Class 15 contains 2854 members 
Mstep: Class 16 contains 37918 members 
Mstep: Class 17 contains 35122 members 
Mstep: Class 18 contains 11040 members 
Mstep: Class 19 contains 7369 members 
Mstep: Class 20 contains 1413 members 
Mstep: Class 21 contains 36744 members 
Mstep: Class 22 contains 5571 members 
Mstep: Class 23 contains 4442 members 
Mstep: Class 24 contains 6425 members 
Mstep: Class 25 contains 14685 members 
Mstep: Class 26 contains 3676 members 
Mstep: Class 27 contains 18520 members 
Mstep: Class 28 contains 9348 members 
Mstep: Class 29 contains 13040 members 
Mstep: Class 30 contains 16105 members 
Mstep: Class 31 contains 5002 members 
Mstep: Class 32 contains 106198 members 
Mstep: Class 33 contains 18211 members 
Mstep: Class 34 contains 8880 members 
Mstep: Class 35 contains 36495 members 
Mstep: Class 36 contains 2273 members 
Mstep: Class 37 contains 37536 members 
Mstep: Class 38 contains 14869 members 
Mstep: Class 39 contains 17584 members 
Mstep: Class 40 contains 5457 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8146 members 
Mstep: Class 43 contains 15058 members 
Mstep: Class 44 contains 4599 members 
Mstep: Class 45 contains 2201 members 
Mstep: Class 46 contains 1696 members 
Mstep: Class 47 contains 11652 members 
Mstep: Class 48 contains 246 members 
Mstep: Class 49 contains 4020 members 
Mstep: Class 50 contains 6038 members 
Mstep: Class 51 contains 860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135128.000000 Penalty: 104041.984375
Iteration 241Q: 52 clusters Score -8.813513e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55865 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49710 members 
Mstep: Class 4 contains 10515 members 
Mstep: Class 5 contains 110633 members 
Mstep: Class 6 contains 37613 members 
Mstep: Class 7 contains 36620 members 
Mstep: Class 8 contains 3848 members 
Mstep: Class 9 contains 10390 members 
Mstep: Class 10 contains 11950 members 
Mstep: Class 11 contains 7129 members 
Mstep: Class 12 contains 24416 members 
Mstep: Class 13 contains 4009 members 
Mstep: Class 14 contains 4471 members 
Mstep: Class 15 contains 2854 members 
Mstep: Class 16 contains 37918 members 
Mstep: Class 17 contains 35121 members 
Mstep: Class 18 contains 11040 members 
Mstep: Class 19 contains 7369 members 
Mstep: Class 20 contains 1413 members 
Mstep: Class 21 contains 36748 members 
Mstep: Class 22 contains 5572 members 
Mstep: Class 23 contains 4443 members 
Mstep: Class 24 contains 6425 members 
Mstep: Class 25 contains 14691 members 
Mstep: Class 26 contains 3675 members 
Mstep: Class 27 contains 18520 members 
Mstep: Class 28 contains 9335 members 
Mstep: Class 29 contains 12856 members 
Mstep: Class 30 contains 16105 members 
Mstep: Class 31 contains 5003 members 
Mstep: Class 32 contains 106226 members 
Mstep: Class 33 contains 18244 members 
Mstep: Class 34 contains 8880 members 
Mstep: Class 35 contains 36496 members 
Mstep: Class 36 contains 2274 members 
Mstep: Class 37 contains 37537 members 
Mstep: Class 38 contains 14867 members 
Mstep: Class 39 contains 17585 members 
Mstep: Class 40 contains 5462 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8149 members 
Mstep: Class 43 contains 15058 members 
Mstep: Class 44 contains 4597 members 
Mstep: Class 45 contains 2201 members 
Mstep: Class 46 contains 1701 members 
Mstep: Class 47 contains 11652 members 
Mstep: Class 48 contains 246 members 
Mstep: Class 49 contains 4022 members 
Mstep: Class 50 contains 6153 members 
Mstep: Class 51 contains 861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135120.000000 Penalty: 104041.984375
Iteration 242Q: 52 clusters Score -8.813512e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55866 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49710 members 
Mstep: Class 4 contains 10514 members 
Mstep: Class 5 contains 110626 members 
Mstep: Class 6 contains 37614 members 
Mstep: Class 7 contains 36634 members 
Mstep: Class 8 contains 3848 members 
Mstep: Class 9 contains 10390 members 
Mstep: Class 10 contains 11952 members 
Mstep: Class 11 contains 7130 members 
Mstep: Class 12 contains 24413 members 
Mstep: Class 13 contains 4009 members 
Mstep: Class 14 contains 4465 members 
Mstep: Class 15 contains 2854 members 
Mstep: Class 16 contains 37918 members 
Mstep: Class 17 contains 35117 members 
Mstep: Class 18 contains 11038 members 
Mstep: Class 19 contains 7366 members 
Mstep: Class 20 contains 1413 members 
Mstep: Class 21 contains 36749 members 
Mstep: Class 22 contains 5572 members 
Mstep: Class 23 contains 4443 members 
Mstep: Class 24 contains 6426 members 
Mstep: Class 25 contains 14694 members 
Mstep: Class 26 contains 3674 members 
Mstep: Class 27 contains 18523 members 
Mstep: Class 28 contains 9332 members 
Mstep: Class 29 contains 12691 members 
Mstep: Class 30 contains 16103 members 
Mstep: Class 31 contains 5005 members 
Mstep: Class 32 contains 106256 members 
Mstep: Class 33 contains 18280 members 
Mstep: Class 34 contains 8880 members 
Mstep: Class 35 contains 36498 members 
Mstep: Class 36 contains 2274 members 
Mstep: Class 37 contains 37539 members 
Mstep: Class 38 contains 14867 members 
Mstep: Class 39 contains 17587 members 
Mstep: Class 40 contains 5464 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8151 members 
Mstep: Class 43 contains 15058 members 
Mstep: Class 44 contains 4597 members 
Mstep: Class 45 contains 2201 members 
Mstep: Class 46 contains 1705 members 
Mstep: Class 47 contains 11651 members 
Mstep: Class 48 contains 246 members 
Mstep: Class 49 contains 4024 members 
Mstep: Class 50 contains 6239 members 
Mstep: Class 51 contains 862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135352.000000 Penalty: 104041.984375
Iteration 243Q: 52 clusters Score -8.813535e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55873 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49708 members 
Mstep: Class 4 contains 10513 members 
Mstep: Class 5 contains 110617 members 
Mstep: Class 6 contains 37617 members 
Mstep: Class 7 contains 36654 members 
Mstep: Class 8 contains 3848 members 
Mstep: Class 9 contains 10390 members 
Mstep: Class 10 contains 11950 members 
Mstep: Class 11 contains 7130 members 
Mstep: Class 12 contains 24408 members 
Mstep: Class 13 contains 4009 members 
Mstep: Class 14 contains 4465 members 
Mstep: Class 15 contains 2854 members 
Mstep: Class 16 contains 37919 members 
Mstep: Class 17 contains 35114 members 
Mstep: Class 18 contains 11038 members 
Mstep: Class 19 contains 7364 members 
Mstep: Class 20 contains 1413 members 
Mstep: Class 21 contains 36750 members 
Mstep: Class 22 contains 5571 members 
Mstep: Class 23 contains 4442 members 
Mstep: Class 24 contains 6426 members 
Mstep: Class 25 contains 14695 members 
Mstep: Class 26 contains 3674 members 
Mstep: Class 27 contains 18525 members 
Mstep: Class 28 contains 9330 members 
Mstep: Class 29 contains 12524 members 
Mstep: Class 30 contains 16104 members 
Mstep: Class 31 contains 5006 members 
Mstep: Class 32 contains 106277 members 
Mstep: Class 33 contains 18312 members 
Mstep: Class 34 contains 8880 members 
Mstep: Class 35 contains 36500 members 
Mstep: Class 36 contains 2274 members 
Mstep: Class 37 contains 37541 members 
Mstep: Class 38 contains 14866 members 
Mstep: Class 39 contains 17587 members 
Mstep: Class 40 contains 5468 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8154 members 
Mstep: Class 43 contains 15058 members 
Mstep: Class 44 contains 4596 members 
Mstep: Class 45 contains 2201 members 
Mstep: Class 46 contains 1706 members 
Mstep: Class 47 contains 11652 members 
Mstep: Class 48 contains 246 members 
Mstep: Class 49 contains 4027 members 
Mstep: Class 50 contains 6329 members 
Mstep: Class 51 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135320.000000 Penalty: 104041.984375
Iteration 244Q: 52 clusters Score -8.813532e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55873 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49710 members 
Mstep: Class 4 contains 10514 members 
Mstep: Class 5 contains 110596 members 
Mstep: Class 6 contains 37619 members 
Mstep: Class 7 contains 36678 members 
Mstep: Class 8 contains 3846 members 
Mstep: Class 9 contains 10390 members 
Mstep: Class 10 contains 11951 members 
Mstep: Class 11 contains 7130 members 
Mstep: Class 12 contains 24404 members 
Mstep: Class 13 contains 4009 members 
Mstep: Class 14 contains 4463 members 
Mstep: Class 15 contains 2854 members 
Mstep: Class 16 contains 37921 members 
Mstep: Class 17 contains 35113 members 
Mstep: Class 18 contains 11038 members 
Mstep: Class 19 contains 7363 members 
Mstep: Class 20 contains 1414 members 
Mstep: Class 21 contains 36749 members 
Mstep: Class 22 contains 5571 members 
Mstep: Class 23 contains 4442 members 
Mstep: Class 24 contains 6427 members 
Mstep: Class 25 contains 14698 members 
Mstep: Class 26 contains 3674 members 
Mstep: Class 27 contains 18526 members 
Mstep: Class 28 contains 9323 members 
Mstep: Class 29 contains 12379 members 
Mstep: Class 30 contains 16105 members 
Mstep: Class 31 contains 5006 members 
Mstep: Class 32 contains 106291 members 
Mstep: Class 33 contains 18345 members 
Mstep: Class 34 contains 8880 members 
Mstep: Class 35 contains 36504 members 
Mstep: Class 36 contains 2274 members 
Mstep: Class 37 contains 37541 members 
Mstep: Class 38 contains 14865 members 
Mstep: Class 39 contains 17587 members 
Mstep: Class 40 contains 5472 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8159 members 
Mstep: Class 43 contains 15059 members 
Mstep: Class 44 contains 4596 members 
Mstep: Class 45 contains 2201 members 
Mstep: Class 46 contains 1704 members 
Mstep: Class 47 contains 11651 members 
Mstep: Class 48 contains 246 members 
Mstep: Class 49 contains 4028 members 
Mstep: Class 50 contains 6416 members 
Mstep: Class 51 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135288.000000 Penalty: 104041.984375
Iteration 245Q: 52 clusters Score -8.813529e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55875 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49710 members 
Mstep: Class 4 contains 10514 members 
Mstep: Class 5 contains 110585 members 
Mstep: Class 6 contains 37618 members 
Mstep: Class 7 contains 36703 members 
Mstep: Class 8 contains 3844 members 
Mstep: Class 9 contains 10390 members 
Mstep: Class 10 contains 11960 members 
Mstep: Class 11 contains 7129 members 
Mstep: Class 12 contains 24402 members 
Mstep: Class 13 contains 4009 members 
Mstep: Class 14 contains 4461 members 
Mstep: Class 15 contains 2854 members 
Mstep: Class 16 contains 37921 members 
Mstep: Class 17 contains 35111 members 
Mstep: Class 18 contains 11038 members 
Mstep: Class 19 contains 7362 members 
Mstep: Class 20 contains 1414 members 
Mstep: Class 21 contains 36753 members 
Mstep: Class 22 contains 5572 members 
Mstep: Class 23 contains 4441 members 
Mstep: Class 24 contains 6428 members 
Mstep: Class 25 contains 14695 members 
Mstep: Class 26 contains 3674 members 
Mstep: Class 27 contains 18527 members 
Mstep: Class 28 contains 9315 members 
Mstep: Class 29 contains 12252 members 
Mstep: Class 30 contains 16105 members 
Mstep: Class 31 contains 5007 members 
Mstep: Class 32 contains 106299 members 
Mstep: Class 33 contains 18361 members 
Mstep: Class 34 contains 8880 members 
Mstep: Class 35 contains 36508 members 
Mstep: Class 36 contains 2274 members 
Mstep: Class 37 contains 37544 members 
Mstep: Class 38 contains 14865 members 
Mstep: Class 39 contains 17586 members 
Mstep: Class 40 contains 5474 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8164 members 
Mstep: Class 43 contains 15061 members 
Mstep: Class 44 contains 4596 members 
Mstep: Class 45 contains 2201 members 
Mstep: Class 46 contains 1701 members 
Mstep: Class 47 contains 11652 members 
Mstep: Class 48 contains 247 members 
Mstep: Class 49 contains 4028 members 
Mstep: Class 50 contains 6495 members 
Mstep: Class 51 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135472.000000 Penalty: 104041.984375
Iteration 246Q: 52 clusters Score -8.813547e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55878 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49710 members 
Mstep: Class 4 contains 10515 members 
Mstep: Class 5 contains 110567 members 
Mstep: Class 6 contains 37619 members 
Mstep: Class 7 contains 36728 members 
Mstep: Class 8 contains 3844 members 
Mstep: Class 9 contains 10389 members 
Mstep: Class 10 contains 11963 members 
Mstep: Class 11 contains 7129 members 
Mstep: Class 12 contains 24397 members 
Mstep: Class 13 contains 4009 members 
Mstep: Class 14 contains 4457 members 
Mstep: Class 15 contains 2855 members 
Mstep: Class 16 contains 37922 members 
Mstep: Class 17 contains 35111 members 
Mstep: Class 18 contains 11037 members 
Mstep: Class 19 contains 7361 members 
Mstep: Class 20 contains 1414 members 
Mstep: Class 21 contains 36754 members 
Mstep: Class 22 contains 5573 members 
Mstep: Class 23 contains 4441 members 
Mstep: Class 24 contains 6428 members 
Mstep: Class 25 contains 14696 members 
Mstep: Class 26 contains 3674 members 
Mstep: Class 27 contains 18524 members 
Mstep: Class 28 contains 9308 members 
Mstep: Class 29 contains 12145 members 
Mstep: Class 30 contains 16104 members 
Mstep: Class 31 contains 5008 members 
Mstep: Class 32 contains 106301 members 
Mstep: Class 33 contains 18378 members 
Mstep: Class 34 contains 8881 members 
Mstep: Class 35 contains 36508 members 
Mstep: Class 36 contains 2274 members 
Mstep: Class 37 contains 37546 members 
Mstep: Class 38 contains 14867 members 
Mstep: Class 39 contains 17586 members 
Mstep: Class 40 contains 5476 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8168 members 
Mstep: Class 43 contains 15062 members 
Mstep: Class 44 contains 4596 members 
Mstep: Class 45 contains 2201 members 
Mstep: Class 46 contains 1704 members 
Mstep: Class 47 contains 11653 members 
Mstep: Class 48 contains 247 members 
Mstep: Class 49 contains 4028 members 
Mstep: Class 50 contains 6569 members 
Mstep: Class 51 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135504.000000 Penalty: 104041.984375
Iteration 247Q: 52 clusters Score -8.81355e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55879 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49709 members 
Mstep: Class 4 contains 10515 members 
Mstep: Class 5 contains 110558 members 
Mstep: Class 6 contains 37622 members 
Mstep: Class 7 contains 36753 members 
Mstep: Class 8 contains 3843 members 
Mstep: Class 9 contains 10388 members 
Mstep: Class 10 contains 11962 members 
Mstep: Class 11 contains 7127 members 
Mstep: Class 12 contains 24393 members 
Mstep: Class 13 contains 4009 members 
Mstep: Class 14 contains 4457 members 
Mstep: Class 15 contains 2855 members 
Mstep: Class 16 contains 37922 members 
Mstep: Class 17 contains 35111 members 
Mstep: Class 18 contains 11036 members 
Mstep: Class 19 contains 7361 members 
Mstep: Class 20 contains 1414 members 
Mstep: Class 21 contains 36758 members 
Mstep: Class 22 contains 5573 members 
Mstep: Class 23 contains 4441 members 
Mstep: Class 24 contains 6427 members 
Mstep: Class 25 contains 14695 members 
Mstep: Class 26 contains 3674 members 
Mstep: Class 27 contains 18523 members 
Mstep: Class 28 contains 9298 members 
Mstep: Class 29 contains 12044 members 
Mstep: Class 30 contains 16103 members 
Mstep: Class 31 contains 5010 members 
Mstep: Class 32 contains 106301 members 
Mstep: Class 33 contains 18386 members 
Mstep: Class 34 contains 8882 members 
Mstep: Class 35 contains 36507 members 
Mstep: Class 36 contains 2274 members 
Mstep: Class 37 contains 37549 members 
Mstep: Class 38 contains 14867 members 
Mstep: Class 39 contains 17587 members 
Mstep: Class 40 contains 5479 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8175 members 
Mstep: Class 43 contains 15064 members 
Mstep: Class 44 contains 4596 members 
Mstep: Class 45 contains 2201 members 
Mstep: Class 46 contains 1704 members 
Mstep: Class 47 contains 11653 members 
Mstep: Class 48 contains 247 members 
Mstep: Class 49 contains 4028 members 
Mstep: Class 50 contains 6645 members 
Mstep: Class 51 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135648.000000 Penalty: 104041.984375
Iteration 248Q: 52 clusters Score -8.813565e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55878 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49707 members 
Mstep: Class 4 contains 10514 members 
Mstep: Class 5 contains 110549 members 
Mstep: Class 6 contains 37623 members 
Mstep: Class 7 contains 36770 members 
Mstep: Class 8 contains 3842 members 
Mstep: Class 9 contains 10389 members 
Mstep: Class 10 contains 11960 members 
Mstep: Class 11 contains 7127 members 
Mstep: Class 12 contains 24386 members 
Mstep: Class 13 contains 4009 members 
Mstep: Class 14 contains 4455 members 
Mstep: Class 15 contains 2855 members 
Mstep: Class 16 contains 37924 members 
Mstep: Class 17 contains 35111 members 
Mstep: Class 18 contains 11036 members 
Mstep: Class 19 contains 7361 members 
Mstep: Class 20 contains 1414 members 
Mstep: Class 21 contains 36757 members 
Mstep: Class 22 contains 5574 members 
Mstep: Class 23 contains 4441 members 
Mstep: Class 24 contains 6426 members 
Mstep: Class 25 contains 14695 members 
Mstep: Class 26 contains 3674 members 
Mstep: Class 27 contains 18523 members 
Mstep: Class 28 contains 9290 members 
Mstep: Class 29 contains 11938 members 
Mstep: Class 30 contains 16104 members 
Mstep: Class 31 contains 5011 members 
Mstep: Class 32 contains 106314 members 
Mstep: Class 33 contains 18396 members 
Mstep: Class 34 contains 8883 members 
Mstep: Class 35 contains 36505 members 
Mstep: Class 36 contains 2274 members 
Mstep: Class 37 contains 37553 members 
Mstep: Class 38 contains 14867 members 
Mstep: Class 39 contains 17587 members 
Mstep: Class 40 contains 5482 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8176 members 
Mstep: Class 43 contains 15065 members 
Mstep: Class 44 contains 4596 members 
Mstep: Class 45 contains 2201 members 
Mstep: Class 46 contains 1702 members 
Mstep: Class 47 contains 11654 members 
Mstep: Class 48 contains 247 members 
Mstep: Class 49 contains 4028 members 
Mstep: Class 50 contains 6732 members 
Mstep: Class 51 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135576.000000 Penalty: 104041.984375
Iteration 249Q: 52 clusters Score -8.813558e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55881 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49707 members 
Mstep: Class 4 contains 10514 members 
Mstep: Class 5 contains 110543 members 
Mstep: Class 6 contains 37622 members 
Mstep: Class 7 contains 36796 members 
Mstep: Class 8 contains 3842 members 
Mstep: Class 9 contains 10386 members 
Mstep: Class 10 contains 11957 members 
Mstep: Class 11 contains 7127 members 
Mstep: Class 12 contains 24379 members 
Mstep: Class 13 contains 4010 members 
Mstep: Class 14 contains 4450 members 
Mstep: Class 15 contains 2855 members 
Mstep: Class 16 contains 37923 members 
Mstep: Class 17 contains 35112 members 
Mstep: Class 18 contains 11036 members 
Mstep: Class 19 contains 7361 members 
Mstep: Class 20 contains 1414 members 
Mstep: Class 21 contains 36755 members 
Mstep: Class 22 contains 5575 members 
Mstep: Class 23 contains 4440 members 
Mstep: Class 24 contains 6426 members 
Mstep: Class 25 contains 14696 members 
Mstep: Class 26 contains 3674 members 
Mstep: Class 27 contains 18523 members 
Mstep: Class 28 contains 9282 members 
Mstep: Class 29 contains 11839 members 
Mstep: Class 30 contains 16103 members 
Mstep: Class 31 contains 5011 members 
Mstep: Class 32 contains 106308 members 
Mstep: Class 33 contains 18408 members 
Mstep: Class 34 contains 8884 members 
Mstep: Class 35 contains 36506 members 
Mstep: Class 36 contains 2274 members 
Mstep: Class 37 contains 37558 members 
Mstep: Class 38 contains 14869 members 
Mstep: Class 39 contains 17586 members 
Mstep: Class 40 contains 5489 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8185 members 
Mstep: Class 43 contains 15065 members 
Mstep: Class 44 contains 4596 members 
Mstep: Class 45 contains 2201 members 
Mstep: Class 46 contains 1706 members 
Mstep: Class 47 contains 11654 members 
Mstep: Class 48 contains 247 members 
Mstep: Class 49 contains 4029 members 
Mstep: Class 50 contains 6801 members 
Mstep: Class 51 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135656.000000 Penalty: 104041.984375
Iteration 250Q: 52 clusters Score -8.813566e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55875 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49708 members 
Mstep: Class 4 contains 10514 members 
Mstep: Class 5 contains 110540 members 
Mstep: Class 6 contains 37624 members 
Mstep: Class 7 contains 36810 members 
Mstep: Class 8 contains 3842 members 
Mstep: Class 9 contains 10385 members 
Mstep: Class 10 contains 11955 members 
Mstep: Class 11 contains 7126 members 
Mstep: Class 12 contains 24377 members 
Mstep: Class 13 contains 4010 members 
Mstep: Class 14 contains 4445 members 
Mstep: Class 15 contains 2855 members 
Mstep: Class 16 contains 37922 members 
Mstep: Class 17 contains 35111 members 
Mstep: Class 18 contains 11037 members 
Mstep: Class 19 contains 7362 members 
Mstep: Class 20 contains 1415 members 
Mstep: Class 21 contains 36755 members 
Mstep: Class 22 contains 5577 members 
Mstep: Class 23 contains 4441 members 
Mstep: Class 24 contains 6426 members 
Mstep: Class 25 contains 14696 members 
Mstep: Class 26 contains 3674 members 
Mstep: Class 27 contains 18524 members 
Mstep: Class 28 contains 9271 members 
Mstep: Class 29 contains 11750 members 
Mstep: Class 30 contains 16101 members 
Mstep: Class 31 contains 5011 members 
Mstep: Class 32 contains 106318 members 
Mstep: Class 33 contains 18429 members 
Mstep: Class 34 contains 8885 members 
Mstep: Class 35 contains 36508 members 
Mstep: Class 36 contains 2274 members 
Mstep: Class 37 contains 37559 members 
Mstep: Class 38 contains 14869 members 
Mstep: Class 39 contains 17586 members 
Mstep: Class 40 contains 5494 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8191 members 
Mstep: Class 43 contains 15068 members 
Mstep: Class 44 contains 4596 members 
Mstep: Class 45 contains 2201 members 
Mstep: Class 46 contains 1705 members 
Mstep: Class 47 contains 11654 members 
Mstep: Class 48 contains 247 members 
Mstep: Class 49 contains 4029 members 
Mstep: Class 50 contains 6853 members 
Mstep: Class 51 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135760.000000 Penalty: 104041.984375
Iteration 251Q: 52 clusters Score -8.813576e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55873 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49706 members 
Mstep: Class 4 contains 10514 members 
Mstep: Class 5 contains 110527 members 
Mstep: Class 6 contains 37624 members 
Mstep: Class 7 contains 36824 members 
Mstep: Class 8 contains 3841 members 
Mstep: Class 9 contains 10383 members 
Mstep: Class 10 contains 11957 members 
Mstep: Class 11 contains 7127 members 
Mstep: Class 12 contains 24373 members 
Mstep: Class 13 contains 4010 members 
Mstep: Class 14 contains 4440 members 
Mstep: Class 15 contains 2855 members 
Mstep: Class 16 contains 37923 members 
Mstep: Class 17 contains 35111 members 
Mstep: Class 18 contains 11038 members 
Mstep: Class 19 contains 7363 members 
Mstep: Class 20 contains 1417 members 
Mstep: Class 21 contains 36758 members 
Mstep: Class 22 contains 5579 members 
Mstep: Class 23 contains 4440 members 
Mstep: Class 24 contains 6426 members 
Mstep: Class 25 contains 14698 members 
Mstep: Class 26 contains 3674 members 
Mstep: Class 27 contains 18527 members 
Mstep: Class 28 contains 9252 members 
Mstep: Class 29 contains 11687 members 
Mstep: Class 30 contains 16101 members 
Mstep: Class 31 contains 5012 members 
Mstep: Class 32 contains 106329 members 
Mstep: Class 33 contains 18442 members 
Mstep: Class 34 contains 8885 members 
Mstep: Class 35 contains 36511 members 
Mstep: Class 36 contains 2274 members 
Mstep: Class 37 contains 37559 members 
Mstep: Class 38 contains 14868 members 
Mstep: Class 39 contains 17586 members 
Mstep: Class 40 contains 5496 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8194 members 
Mstep: Class 43 contains 15069 members 
Mstep: Class 44 contains 4596 members 
Mstep: Class 45 contains 2201 members 
Mstep: Class 46 contains 1705 members 
Mstep: Class 47 contains 11655 members 
Mstep: Class 48 contains 247 members 
Mstep: Class 49 contains 4030 members 
Mstep: Class 50 contains 6898 members 
Mstep: Class 51 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135648.000000 Penalty: 104041.984375
Iteration 252Q: 52 clusters Score -8.813565e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55871 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49704 members 
Mstep: Class 4 contains 10514 members 
Mstep: Class 5 contains 110515 members 
Mstep: Class 6 contains 37627 members 
Mstep: Class 7 contains 36839 members 
Mstep: Class 8 contains 3840 members 
Mstep: Class 9 contains 10382 members 
Mstep: Class 10 contains 11962 members 
Mstep: Class 11 contains 7127 members 
Mstep: Class 12 contains 24373 members 
Mstep: Class 13 contains 4010 members 
Mstep: Class 14 contains 4435 members 
Mstep: Class 15 contains 2856 members 
Mstep: Class 16 contains 37925 members 
Mstep: Class 17 contains 35108 members 
Mstep: Class 18 contains 11040 members 
Mstep: Class 19 contains 7364 members 
Mstep: Class 20 contains 1418 members 
Mstep: Class 21 contains 36759 members 
Mstep: Class 22 contains 5582 members 
Mstep: Class 23 contains 4440 members 
Mstep: Class 24 contains 6426 members 
Mstep: Class 25 contains 14699 members 
Mstep: Class 26 contains 3674 members 
Mstep: Class 27 contains 18527 members 
Mstep: Class 28 contains 9232 members 
Mstep: Class 29 contains 11647 members 
Mstep: Class 30 contains 16102 members 
Mstep: Class 31 contains 5012 members 
Mstep: Class 32 contains 106320 members 
Mstep: Class 33 contains 18456 members 
Mstep: Class 34 contains 8884 members 
Mstep: Class 35 contains 36513 members 
Mstep: Class 36 contains 2273 members 
Mstep: Class 37 contains 37560 members 
Mstep: Class 38 contains 14869 members 
Mstep: Class 39 contains 17587 members 
Mstep: Class 40 contains 5499 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8200 members 
Mstep: Class 43 contains 15069 members 
Mstep: Class 44 contains 4596 members 
Mstep: Class 45 contains 2201 members 
Mstep: Class 46 contains 1705 members 
Mstep: Class 47 contains 11654 members 
Mstep: Class 48 contains 248 members 
Mstep: Class 49 contains 4030 members 
Mstep: Class 50 contains 6931 members 
Mstep: Class 51 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135760.000000 Penalty: 104041.984375
Iteration 253Q: 52 clusters Score -8.813576e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55871 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49704 members 
Mstep: Class 4 contains 10513 members 
Mstep: Class 5 contains 110509 members 
Mstep: Class 6 contains 37630 members 
Mstep: Class 7 contains 36857 members 
Mstep: Class 8 contains 3840 members 
Mstep: Class 9 contains 10381 members 
Mstep: Class 10 contains 11962 members 
Mstep: Class 11 contains 7128 members 
Mstep: Class 12 contains 24373 members 
Mstep: Class 13 contains 4010 members 
Mstep: Class 14 contains 4431 members 
Mstep: Class 15 contains 2857 members 
Mstep: Class 16 contains 37925 members 
Mstep: Class 17 contains 35105 members 
Mstep: Class 18 contains 11040 members 
Mstep: Class 19 contains 7364 members 
Mstep: Class 20 contains 1420 members 
Mstep: Class 21 contains 36761 members 
Mstep: Class 22 contains 5582 members 
Mstep: Class 23 contains 4439 members 
Mstep: Class 24 contains 6426 members 
Mstep: Class 25 contains 14701 members 
Mstep: Class 26 contains 3674 members 
Mstep: Class 27 contains 18526 members 
Mstep: Class 28 contains 9218 members 
Mstep: Class 29 contains 11607 members 
Mstep: Class 30 contains 16102 members 
Mstep: Class 31 contains 5012 members 
Mstep: Class 32 contains 106310 members 
Mstep: Class 33 contains 18473 members 
Mstep: Class 34 contains 8884 members 
Mstep: Class 35 contains 36513 members 
Mstep: Class 36 contains 2272 members 
Mstep: Class 37 contains 37560 members 
Mstep: Class 38 contains 14869 members 
Mstep: Class 39 contains 17586 members 
Mstep: Class 40 contains 5501 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8204 members 
Mstep: Class 43 contains 15070 members 
Mstep: Class 44 contains 4596 members 
Mstep: Class 45 contains 2201 members 
Mstep: Class 46 contains 1706 members 
Mstep: Class 47 contains 11655 members 
Mstep: Class 48 contains 249 members 
Mstep: Class 49 contains 4030 members 
Mstep: Class 50 contains 6958 members 
Mstep: Class 51 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135824.000000 Penalty: 104041.984375
Iteration 254Q: 52 clusters Score -8.813582e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55871 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49702 members 
Mstep: Class 4 contains 10513 members 
Mstep: Class 5 contains 110497 members 
Mstep: Class 6 contains 37633 members 
Mstep: Class 7 contains 36876 members 
Mstep: Class 8 contains 3840 members 
Mstep: Class 9 contains 10381 members 
Mstep: Class 10 contains 11963 members 
Mstep: Class 11 contains 7128 members 
Mstep: Class 12 contains 24372 members 
Mstep: Class 13 contains 4011 members 
Mstep: Class 14 contains 4429 members 
Mstep: Class 15 contains 2856 members 
Mstep: Class 16 contains 37925 members 
Mstep: Class 17 contains 35104 members 
Mstep: Class 18 contains 11041 members 
Mstep: Class 19 contains 7364 members 
Mstep: Class 20 contains 1420 members 
Mstep: Class 21 contains 36765 members 
Mstep: Class 22 contains 5581 members 
Mstep: Class 23 contains 4439 members 
Mstep: Class 24 contains 6426 members 
Mstep: Class 25 contains 14702 members 
Mstep: Class 26 contains 3674 members 
Mstep: Class 27 contains 18524 members 
Mstep: Class 28 contains 9210 members 
Mstep: Class 29 contains 11570 members 
Mstep: Class 30 contains 16103 members 
Mstep: Class 31 contains 5012 members 
Mstep: Class 32 contains 106305 members 
Mstep: Class 33 contains 18486 members 
Mstep: Class 34 contains 8884 members 
Mstep: Class 35 contains 36513 members 
Mstep: Class 36 contains 2272 members 
Mstep: Class 37 contains 37561 members 
Mstep: Class 38 contains 14870 members 
Mstep: Class 39 contains 17587 members 
Mstep: Class 40 contains 5502 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8201 members 
Mstep: Class 43 contains 15072 members 
Mstep: Class 44 contains 4597 members 
Mstep: Class 45 contains 2201 members 
Mstep: Class 46 contains 1707 members 
Mstep: Class 47 contains 11655 members 
Mstep: Class 48 contains 250 members 
Mstep: Class 49 contains 4030 members 
Mstep: Class 50 contains 6980 members 
Mstep: Class 51 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135696.000000 Penalty: 104041.984375
Iteration 255Q: 52 clusters Score -8.81357e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55870 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49701 members 
Mstep: Class 4 contains 10513 members 
Mstep: Class 5 contains 110489 members 
Mstep: Class 6 contains 37634 members 
Mstep: Class 7 contains 36901 members 
Mstep: Class 8 contains 3840 members 
Mstep: Class 9 contains 10381 members 
Mstep: Class 10 contains 11963 members 
Mstep: Class 11 contains 7129 members 
Mstep: Class 12 contains 24372 members 
Mstep: Class 13 contains 4011 members 
Mstep: Class 14 contains 4427 members 
Mstep: Class 15 contains 2856 members 
Mstep: Class 16 contains 37926 members 
Mstep: Class 17 contains 35101 members 
Mstep: Class 18 contains 11040 members 
Mstep: Class 19 contains 7364 members 
Mstep: Class 20 contains 1420 members 
Mstep: Class 21 contains 36769 members 
Mstep: Class 22 contains 5577 members 
Mstep: Class 23 contains 4439 members 
Mstep: Class 24 contains 6426 members 
Mstep: Class 25 contains 14702 members 
Mstep: Class 26 contains 3674 members 
Mstep: Class 27 contains 18525 members 
Mstep: Class 28 contains 9200 members 
Mstep: Class 29 contains 11525 members 
Mstep: Class 30 contains 16103 members 
Mstep: Class 31 contains 5013 members 
Mstep: Class 32 contains 106300 members 
Mstep: Class 33 contains 18505 members 
Mstep: Class 34 contains 8885 members 
Mstep: Class 35 contains 36513 members 
Mstep: Class 36 contains 2272 members 
Mstep: Class 37 contains 37562 members 
Mstep: Class 38 contains 14870 members 
Mstep: Class 39 contains 17586 members 
Mstep: Class 40 contains 5504 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8205 members 
Mstep: Class 43 contains 15074 members 
Mstep: Class 44 contains 4598 members 
Mstep: Class 45 contains 2201 members 
Mstep: Class 46 contains 1709 members 
Mstep: Class 47 contains 11655 members 
Mstep: Class 48 contains 252 members 
Mstep: Class 49 contains 4030 members 
Mstep: Class 50 contains 6993 members 
Mstep: Class 51 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135728.000000 Penalty: 104041.984375
Iteration 256Q: 52 clusters Score -8.813573e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55865 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49700 members 
Mstep: Class 4 contains 10513 members 
Mstep: Class 5 contains 110476 members 
Mstep: Class 6 contains 37632 members 
Mstep: Class 7 contains 36929 members 
Mstep: Class 8 contains 3840 members 
Mstep: Class 9 contains 10382 members 
Mstep: Class 10 contains 11966 members 
Mstep: Class 11 contains 7130 members 
Mstep: Class 12 contains 24372 members 
Mstep: Class 13 contains 4011 members 
Mstep: Class 14 contains 4427 members 
Mstep: Class 15 contains 2856 members 
Mstep: Class 16 contains 37926 members 
Mstep: Class 17 contains 35100 members 
Mstep: Class 18 contains 11040 members 
Mstep: Class 19 contains 7364 members 
Mstep: Class 20 contains 1420 members 
Mstep: Class 21 contains 36774 members 
Mstep: Class 22 contains 5578 members 
Mstep: Class 23 contains 4439 members 
Mstep: Class 24 contains 6427 members 
Mstep: Class 25 contains 14703 members 
Mstep: Class 26 contains 3674 members 
Mstep: Class 27 contains 18524 members 
Mstep: Class 28 contains 9187 members 
Mstep: Class 29 contains 11493 members 
Mstep: Class 30 contains 16104 members 
Mstep: Class 31 contains 5014 members 
Mstep: Class 32 contains 106296 members 
Mstep: Class 33 contains 18515 members 
Mstep: Class 34 contains 8886 members 
Mstep: Class 35 contains 36514 members 
Mstep: Class 36 contains 2272 members 
Mstep: Class 37 contains 37562 members 
Mstep: Class 38 contains 14870 members 
Mstep: Class 39 contains 17585 members 
Mstep: Class 40 contains 5505 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8208 members 
Mstep: Class 43 contains 15074 members 
Mstep: Class 44 contains 4599 members 
Mstep: Class 45 contains 2201 members 
Mstep: Class 46 contains 1713 members 
Mstep: Class 47 contains 11655 members 
Mstep: Class 48 contains 249 members 
Mstep: Class 49 contains 4030 members 
Mstep: Class 50 contains 7005 members 
Mstep: Class 51 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135728.000000 Penalty: 104041.984375
Iteration 257Q: 52 clusters Score -8.813573e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55863 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49698 members 
Mstep: Class 4 contains 10513 members 
Mstep: Class 5 contains 110459 members 
Mstep: Class 6 contains 37637 members 
Mstep: Class 7 contains 36964 members 
Mstep: Class 8 contains 3840 members 
Mstep: Class 9 contains 10382 members 
Mstep: Class 10 contains 11966 members 
Mstep: Class 11 contains 7131 members 
Mstep: Class 12 contains 24371 members 
Mstep: Class 13 contains 4011 members 
Mstep: Class 14 contains 4426 members 
Mstep: Class 15 contains 2856 members 
Mstep: Class 16 contains 37927 members 
Mstep: Class 17 contains 35095 members 
Mstep: Class 18 contains 11039 members 
Mstep: Class 19 contains 7365 members 
Mstep: Class 20 contains 1420 members 
Mstep: Class 21 contains 36772 members 
Mstep: Class 22 contains 5579 members 
Mstep: Class 23 contains 4438 members 
Mstep: Class 24 contains 6427 members 
Mstep: Class 25 contains 14705 members 
Mstep: Class 26 contains 3674 members 
Mstep: Class 27 contains 18524 members 
Mstep: Class 28 contains 9171 members 
Mstep: Class 29 contains 11465 members 
Mstep: Class 30 contains 16105 members 
Mstep: Class 31 contains 5017 members 
Mstep: Class 32 contains 106290 members 
Mstep: Class 33 contains 18525 members 
Mstep: Class 34 contains 8887 members 
Mstep: Class 35 contains 36514 members 
Mstep: Class 36 contains 2272 members 
Mstep: Class 37 contains 37560 members 
Mstep: Class 38 contains 14871 members 
Mstep: Class 39 contains 17586 members 
Mstep: Class 40 contains 5506 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8213 members 
Mstep: Class 43 contains 15075 members 
Mstep: Class 44 contains 4598 members 
Mstep: Class 45 contains 2201 members 
Mstep: Class 46 contains 1714 members 
Mstep: Class 47 contains 11655 members 
Mstep: Class 48 contains 249 members 
Mstep: Class 49 contains 4030 members 
Mstep: Class 50 contains 7019 members 
Mstep: Class 51 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135792.000000 Penalty: 104041.984375
Iteration 258Q: 52 clusters Score -8.813579e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55862 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49697 members 
Mstep: Class 4 contains 10513 members 
Mstep: Class 5 contains 110444 members 
Mstep: Class 6 contains 37640 members 
Mstep: Class 7 contains 36986 members 
Mstep: Class 8 contains 3839 members 
Mstep: Class 9 contains 10383 members 
Mstep: Class 10 contains 11966 members 
Mstep: Class 11 contains 7131 members 
Mstep: Class 12 contains 24366 members 
Mstep: Class 13 contains 4011 members 
Mstep: Class 14 contains 4427 members 
Mstep: Class 15 contains 2856 members 
Mstep: Class 16 contains 37931 members 
Mstep: Class 17 contains 35089 members 
Mstep: Class 18 contains 11039 members 
Mstep: Class 19 contains 7366 members 
Mstep: Class 20 contains 1420 members 
Mstep: Class 21 contains 36770 members 
Mstep: Class 22 contains 5579 members 
Mstep: Class 23 contains 4438 members 
Mstep: Class 24 contains 6427 members 
Mstep: Class 25 contains 14707 members 
Mstep: Class 26 contains 3673 members 
Mstep: Class 27 contains 18524 members 
Mstep: Class 28 contains 9156 members 
Mstep: Class 29 contains 11455 members 
Mstep: Class 30 contains 16107 members 
Mstep: Class 31 contains 5019 members 
Mstep: Class 32 contains 106282 members 
Mstep: Class 33 contains 18533 members 
Mstep: Class 34 contains 8888 members 
Mstep: Class 35 contains 36514 members 
Mstep: Class 36 contains 2272 members 
Mstep: Class 37 contains 37561 members 
Mstep: Class 38 contains 14872 members 
Mstep: Class 39 contains 17587 members 
Mstep: Class 40 contains 5506 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8214 members 
Mstep: Class 43 contains 15075 members 
Mstep: Class 44 contains 4599 members 
Mstep: Class 45 contains 2201 members 
Mstep: Class 46 contains 1715 members 
Mstep: Class 47 contains 11655 members 
Mstep: Class 48 contains 249 members 
Mstep: Class 49 contains 4030 members 
Mstep: Class 50 contains 7031 members 
Mstep: Class 51 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135888.000000 Penalty: 104041.984375
Iteration 259Q: 52 clusters Score -8.813589e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55864 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49695 members 
Mstep: Class 4 contains 10513 members 
Mstep: Class 5 contains 110434 members 
Mstep: Class 6 contains 37642 members 
Mstep: Class 7 contains 37006 members 
Mstep: Class 8 contains 3839 members 
Mstep: Class 9 contains 10382 members 
Mstep: Class 10 contains 11967 members 
Mstep: Class 11 contains 7131 members 
Mstep: Class 12 contains 24362 members 
Mstep: Class 13 contains 4011 members 
Mstep: Class 14 contains 4428 members 
Mstep: Class 15 contains 2856 members 
Mstep: Class 16 contains 37934 members 
Mstep: Class 17 contains 35086 members 
Mstep: Class 18 contains 11037 members 
Mstep: Class 19 contains 7365 members 
Mstep: Class 20 contains 1420 members 
Mstep: Class 21 contains 36770 members 
Mstep: Class 22 contains 5579 members 
Mstep: Class 23 contains 4439 members 
Mstep: Class 24 contains 6427 members 
Mstep: Class 25 contains 14707 members 
Mstep: Class 26 contains 3673 members 
Mstep: Class 27 contains 18521 members 
Mstep: Class 28 contains 9142 members 
Mstep: Class 29 contains 11449 members 
Mstep: Class 30 contains 16108 members 
Mstep: Class 31 contains 5020 members 
Mstep: Class 32 contains 106277 members 
Mstep: Class 33 contains 18536 members 
Mstep: Class 34 contains 8888 members 
Mstep: Class 35 contains 36515 members 
Mstep: Class 36 contains 2272 members 
Mstep: Class 37 contains 37561 members 
Mstep: Class 38 contains 14872 members 
Mstep: Class 39 contains 17586 members 
Mstep: Class 40 contains 5506 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8222 members 
Mstep: Class 43 contains 15074 members 
Mstep: Class 44 contains 4599 members 
Mstep: Class 45 contains 2201 members 
Mstep: Class 46 contains 1716 members 
Mstep: Class 47 contains 11655 members 
Mstep: Class 48 contains 248 members 
Mstep: Class 49 contains 4030 members 
Mstep: Class 50 contains 7040 members 
Mstep: Class 51 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135856.000000 Penalty: 104041.984375
Iteration 260F: 52 clusters Score -8.813586e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55861 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49693 members 
Mstep: Class 4 contains 10513 members 
Mstep: Class 5 contains 110424 members 
Mstep: Class 6 contains 37644 members 
Mstep: Class 7 contains 37016 members 
Mstep: Class 8 contains 3839 members 
Mstep: Class 9 contains 10381 members 
Mstep: Class 10 contains 11970 members 
Mstep: Class 11 contains 7130 members 
Mstep: Class 12 contains 24360 members 
Mstep: Class 13 contains 4011 members 
Mstep: Class 14 contains 4427 members 
Mstep: Class 15 contains 2855 members 
Mstep: Class 16 contains 37938 members 
Mstep: Class 17 contains 35085 members 
Mstep: Class 18 contains 11034 members 
Mstep: Class 19 contains 7367 members 
Mstep: Class 20 contains 1419 members 
Mstep: Class 21 contains 36769 members 
Mstep: Class 22 contains 5582 members 
Mstep: Class 23 contains 4439 members 
Mstep: Class 24 contains 6427 members 
Mstep: Class 25 contains 14706 members 
Mstep: Class 26 contains 3672 members 
Mstep: Class 27 contains 18522 members 
Mstep: Class 28 contains 9131 members 
Mstep: Class 29 contains 11441 members 
Mstep: Class 30 contains 16107 members 
Mstep: Class 31 contains 5021 members 
Mstep: Class 32 contains 106270 members 
Mstep: Class 33 contains 18542 members 
Mstep: Class 34 contains 8887 members 
Mstep: Class 35 contains 36516 members 
Mstep: Class 36 contains 2272 members 
Mstep: Class 37 contains 37561 members 
Mstep: Class 38 contains 14872 members 
Mstep: Class 39 contains 17586 members 
Mstep: Class 40 contains 5506 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8230 members 
Mstep: Class 43 contains 15075 members 
Mstep: Class 44 contains 4599 members 
Mstep: Class 45 contains 2201 members 
Mstep: Class 46 contains 1722 members 
Mstep: Class 47 contains 11654 members 
Mstep: Class 48 contains 249 members 
Mstep: Class 49 contains 4030 members 
Mstep: Class 50 contains 7049 members 
Mstep: Class 51 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135816.000000 Penalty: 104041.984375
Iteration 261Q: 52 clusters Score -8.813582e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55861 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49689 members 
Mstep: Class 4 contains 10513 members 
Mstep: Class 5 contains 110411 members 
Mstep: Class 6 contains 37648 members 
Mstep: Class 7 contains 37023 members 
Mstep: Class 8 contains 3838 members 
Mstep: Class 9 contains 10381 members 
Mstep: Class 10 contains 11972 members 
Mstep: Class 11 contains 7131 members 
Mstep: Class 12 contains 24360 members 
Mstep: Class 13 contains 4011 members 
Mstep: Class 14 contains 4427 members 
Mstep: Class 15 contains 2854 members 
Mstep: Class 16 contains 37942 members 
Mstep: Class 17 contains 35083 members 
Mstep: Class 18 contains 11032 members 
Mstep: Class 19 contains 7368 members 
Mstep: Class 20 contains 1419 members 
Mstep: Class 21 contains 36769 members 
Mstep: Class 22 contains 5584 members 
Mstep: Class 23 contains 4440 members 
Mstep: Class 24 contains 6427 members 
Mstep: Class 25 contains 14707 members 
Mstep: Class 26 contains 3672 members 
Mstep: Class 27 contains 18520 members 
Mstep: Class 28 contains 9118 members 
Mstep: Class 29 contains 11427 members 
Mstep: Class 30 contains 16107 members 
Mstep: Class 31 contains 5021 members 
Mstep: Class 32 contains 106263 members 
Mstep: Class 33 contains 18549 members 
Mstep: Class 34 contains 8888 members 
Mstep: Class 35 contains 36517 members 
Mstep: Class 36 contains 2271 members 
Mstep: Class 37 contains 37562 members 
Mstep: Class 38 contains 14874 members 
Mstep: Class 39 contains 17586 members 
Mstep: Class 40 contains 5506 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8238 members 
Mstep: Class 43 contains 15074 members 
Mstep: Class 44 contains 4599 members 
Mstep: Class 45 contains 2202 members 
Mstep: Class 46 contains 1728 members 
Mstep: Class 47 contains 11655 members 
Mstep: Class 48 contains 251 members 
Mstep: Class 49 contains 4030 members 
Mstep: Class 50 contains 7057 members 
Mstep: Class 51 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135752.000000 Penalty: 104041.984375
Iteration 262Q: 52 clusters Score -8.813575e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55861 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49688 members 
Mstep: Class 4 contains 10515 members 
Mstep: Class 5 contains 110400 members 
Mstep: Class 6 contains 37651 members 
Mstep: Class 7 contains 37032 members 
Mstep: Class 8 contains 3835 members 
Mstep: Class 9 contains 10380 members 
Mstep: Class 10 contains 11975 members 
Mstep: Class 11 contains 7131 members 
Mstep: Class 12 contains 24357 members 
Mstep: Class 13 contains 4011 members 
Mstep: Class 14 contains 4426 members 
Mstep: Class 15 contains 2852 members 
Mstep: Class 16 contains 37945 members 
Mstep: Class 17 contains 35079 members 
Mstep: Class 18 contains 11030 members 
Mstep: Class 19 contains 7368 members 
Mstep: Class 20 contains 1419 members 
Mstep: Class 21 contains 36770 members 
Mstep: Class 22 contains 5587 members 
Mstep: Class 23 contains 4442 members 
Mstep: Class 24 contains 6427 members 
Mstep: Class 25 contains 14707 members 
Mstep: Class 26 contains 3672 members 
Mstep: Class 27 contains 18519 members 
Mstep: Class 28 contains 9111 members 
Mstep: Class 29 contains 11410 members 
Mstep: Class 30 contains 16107 members 
Mstep: Class 31 contains 5021 members 
Mstep: Class 32 contains 106259 members 
Mstep: Class 33 contains 18556 members 
Mstep: Class 34 contains 8889 members 
Mstep: Class 35 contains 36518 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 37564 members 
Mstep: Class 38 contains 14873 members 
Mstep: Class 39 contains 17586 members 
Mstep: Class 40 contains 5506 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8242 members 
Mstep: Class 43 contains 15076 members 
Mstep: Class 44 contains 4599 members 
Mstep: Class 45 contains 2202 members 
Mstep: Class 46 contains 1732 members 
Mstep: Class 47 contains 11655 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 4030 members 
Mstep: Class 50 contains 7064 members 
Mstep: Class 51 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135736.000000 Penalty: 104041.984375
Iteration 263Q: 52 clusters Score -8.813574e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55858 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49688 members 
Mstep: Class 4 contains 10517 members 
Mstep: Class 5 contains 110393 members 
Mstep: Class 6 contains 37654 members 
Mstep: Class 7 contains 37038 members 
Mstep: Class 8 contains 3835 members 
Mstep: Class 9 contains 10380 members 
Mstep: Class 10 contains 11975 members 
Mstep: Class 11 contains 7131 members 
Mstep: Class 12 contains 24354 members 
Mstep: Class 13 contains 4012 members 
Mstep: Class 14 contains 4426 members 
Mstep: Class 15 contains 2852 members 
Mstep: Class 16 contains 37946 members 
Mstep: Class 17 contains 35074 members 
Mstep: Class 18 contains 11031 members 
Mstep: Class 19 contains 7368 members 
Mstep: Class 20 contains 1419 members 
Mstep: Class 21 contains 36770 members 
Mstep: Class 22 contains 5589 members 
Mstep: Class 23 contains 4441 members 
Mstep: Class 24 contains 6427 members 
Mstep: Class 25 contains 14707 members 
Mstep: Class 26 contains 3672 members 
Mstep: Class 27 contains 18517 members 
Mstep: Class 28 contains 9106 members 
Mstep: Class 29 contains 11396 members 
Mstep: Class 30 contains 16106 members 
Mstep: Class 31 contains 5021 members 
Mstep: Class 32 contains 106253 members 
Mstep: Class 33 contains 18562 members 
Mstep: Class 34 contains 8889 members 
Mstep: Class 35 contains 36518 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 37568 members 
Mstep: Class 38 contains 14873 members 
Mstep: Class 39 contains 17587 members 
Mstep: Class 40 contains 5506 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8244 members 
Mstep: Class 43 contains 15076 members 
Mstep: Class 44 contains 4599 members 
Mstep: Class 45 contains 2202 members 
Mstep: Class 46 contains 1735 members 
Mstep: Class 47 contains 11655 members 
Mstep: Class 48 contains 259 members 
Mstep: Class 49 contains 4029 members 
Mstep: Class 50 contains 7077 members 
Mstep: Class 51 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135736.000000 Penalty: 104041.984375
Iteration 264Q: 52 clusters Score -8.813574e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55861 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49687 members 
Mstep: Class 4 contains 10517 members 
Mstep: Class 5 contains 110386 members 
Mstep: Class 6 contains 37660 members 
Mstep: Class 7 contains 37043 members 
Mstep: Class 8 contains 3834 members 
Mstep: Class 9 contains 10380 members 
Mstep: Class 10 contains 11976 members 
Mstep: Class 11 contains 7131 members 
Mstep: Class 12 contains 24356 members 
Mstep: Class 13 contains 4012 members 
Mstep: Class 14 contains 4427 members 
Mstep: Class 15 contains 2852 members 
Mstep: Class 16 contains 37948 members 
Mstep: Class 17 contains 35069 members 
Mstep: Class 18 contains 11031 members 
Mstep: Class 19 contains 7368 members 
Mstep: Class 20 contains 1421 members 
Mstep: Class 21 contains 36769 members 
Mstep: Class 22 contains 5590 members 
Mstep: Class 23 contains 4439 members 
Mstep: Class 24 contains 6427 members 
Mstep: Class 25 contains 14706 members 
Mstep: Class 26 contains 3672 members 
Mstep: Class 27 contains 18519 members 
Mstep: Class 28 contains 9105 members 
Mstep: Class 29 contains 11381 members 
Mstep: Class 30 contains 16106 members 
Mstep: Class 31 contains 5021 members 
Mstep: Class 32 contains 106249 members 
Mstep: Class 33 contains 18564 members 
Mstep: Class 34 contains 8889 members 
Mstep: Class 35 contains 36519 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 37567 members 
Mstep: Class 38 contains 14872 members 
Mstep: Class 39 contains 17588 members 
Mstep: Class 40 contains 5507 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8244 members 
Mstep: Class 43 contains 15076 members 
Mstep: Class 44 contains 4599 members 
Mstep: Class 45 contains 2202 members 
Mstep: Class 46 contains 1734 members 
Mstep: Class 47 contains 11655 members 
Mstep: Class 48 contains 260 members 
Mstep: Class 49 contains 4028 members 
Mstep: Class 50 contains 7088 members 
Mstep: Class 51 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135616.000000 Penalty: 104041.984375
Iteration 265Q: 52 clusters Score -8.813562e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55864 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49687 members 
Mstep: Class 4 contains 10517 members 
Mstep: Class 5 contains 110384 members 
Mstep: Class 6 contains 37662 members 
Mstep: Class 7 contains 37043 members 
Mstep: Class 8 contains 3834 members 
Mstep: Class 9 contains 10380 members 
Mstep: Class 10 contains 11976 members 
Mstep: Class 11 contains 7129 members 
Mstep: Class 12 contains 24355 members 
Mstep: Class 13 contains 4012 members 
Mstep: Class 14 contains 4430 members 
Mstep: Class 15 contains 2852 members 
Mstep: Class 16 contains 37950 members 
Mstep: Class 17 contains 35067 members 
Mstep: Class 18 contains 11031 members 
Mstep: Class 19 contains 7368 members 
Mstep: Class 20 contains 1422 members 
Mstep: Class 21 contains 36766 members 
Mstep: Class 22 contains 5592 members 
Mstep: Class 23 contains 4441 members 
Mstep: Class 24 contains 6427 members 
Mstep: Class 25 contains 14707 members 
Mstep: Class 26 contains 3672 members 
Mstep: Class 27 contains 18520 members 
Mstep: Class 28 contains 9102 members 
Mstep: Class 29 contains 11362 members 
Mstep: Class 30 contains 16106 members 
Mstep: Class 31 contains 5021 members 
Mstep: Class 32 contains 106249 members 
Mstep: Class 33 contains 18569 members 
Mstep: Class 34 contains 8889 members 
Mstep: Class 35 contains 36519 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 37566 members 
Mstep: Class 38 contains 14871 members 
Mstep: Class 39 contains 17588 members 
Mstep: Class 40 contains 5509 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8244 members 
Mstep: Class 43 contains 15077 members 
Mstep: Class 44 contains 4599 members 
Mstep: Class 45 contains 2202 members 
Mstep: Class 46 contains 1734 members 
Mstep: Class 47 contains 11655 members 
Mstep: Class 48 contains 260 members 
Mstep: Class 49 contains 4029 members 
Mstep: Class 50 contains 7096 members 
Mstep: Class 51 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135704.000000 Penalty: 104041.984375
Iteration 266Q: 52 clusters Score -8.81357e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55863 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49686 members 
Mstep: Class 4 contains 10518 members 
Mstep: Class 5 contains 110380 members 
Mstep: Class 6 contains 37660 members 
Mstep: Class 7 contains 37046 members 
Mstep: Class 8 contains 3834 members 
Mstep: Class 9 contains 10380 members 
Mstep: Class 10 contains 11980 members 
Mstep: Class 11 contains 7129 members 
Mstep: Class 12 contains 24353 members 
Mstep: Class 13 contains 4012 members 
Mstep: Class 14 contains 4429 members 
Mstep: Class 15 contains 2852 members 
Mstep: Class 16 contains 37950 members 
Mstep: Class 17 contains 35069 members 
Mstep: Class 18 contains 11031 members 
Mstep: Class 19 contains 7368 members 
Mstep: Class 20 contains 1422 members 
Mstep: Class 21 contains 36765 members 
Mstep: Class 22 contains 5590 members 
Mstep: Class 23 contains 4443 members 
Mstep: Class 24 contains 6427 members 
Mstep: Class 25 contains 14707 members 
Mstep: Class 26 contains 3672 members 
Mstep: Class 27 contains 18519 members 
Mstep: Class 28 contains 9097 members 
Mstep: Class 29 contains 11346 members 
Mstep: Class 30 contains 16106 members 
Mstep: Class 31 contains 5021 members 
Mstep: Class 32 contains 106250 members 
Mstep: Class 33 contains 18574 members 
Mstep: Class 34 contains 8889 members 
Mstep: Class 35 contains 36519 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 37565 members 
Mstep: Class 38 contains 14871 members 
Mstep: Class 39 contains 17588 members 
Mstep: Class 40 contains 5511 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8244 members 
Mstep: Class 43 contains 15080 members 
Mstep: Class 44 contains 4599 members 
Mstep: Class 45 contains 2202 members 
Mstep: Class 46 contains 1737 members 
Mstep: Class 47 contains 11655 members 
Mstep: Class 48 contains 261 members 
Mstep: Class 49 contains 4030 members 
Mstep: Class 50 contains 7105 members 
Mstep: Class 51 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135744.000000 Penalty: 104041.984375
Iteration 267Q: 52 clusters Score -8.813574e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55862 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49686 members 
Mstep: Class 4 contains 10519 members 
Mstep: Class 5 contains 110373 members 
Mstep: Class 6 contains 37662 members 
Mstep: Class 7 contains 37051 members 
Mstep: Class 8 contains 3834 members 
Mstep: Class 9 contains 10380 members 
Mstep: Class 10 contains 11982 members 
Mstep: Class 11 contains 7129 members 
Mstep: Class 12 contains 24352 members 
Mstep: Class 13 contains 4012 members 
Mstep: Class 14 contains 4426 members 
Mstep: Class 15 contains 2852 members 
Mstep: Class 16 contains 37951 members 
Mstep: Class 17 contains 35064 members 
Mstep: Class 18 contains 11032 members 
Mstep: Class 19 contains 7368 members 
Mstep: Class 20 contains 1423 members 
Mstep: Class 21 contains 36765 members 
Mstep: Class 22 contains 5591 members 
Mstep: Class 23 contains 4447 members 
Mstep: Class 24 contains 6427 members 
Mstep: Class 25 contains 14707 members 
Mstep: Class 26 contains 3672 members 
Mstep: Class 27 contains 18518 members 
Mstep: Class 28 contains 9093 members 
Mstep: Class 29 contains 11334 members 
Mstep: Class 30 contains 16107 members 
Mstep: Class 31 contains 5021 members 
Mstep: Class 32 contains 106249 members 
Mstep: Class 33 contains 18575 members 
Mstep: Class 34 contains 8889 members 
Mstep: Class 35 contains 36519 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 37565 members 
Mstep: Class 38 contains 14872 members 
Mstep: Class 39 contains 17588 members 
Mstep: Class 40 contains 5512 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8247 members 
Mstep: Class 43 contains 15080 members 
Mstep: Class 44 contains 4599 members 
Mstep: Class 45 contains 2202 members 
Mstep: Class 46 contains 1737 members 
Mstep: Class 47 contains 11654 members 
Mstep: Class 48 contains 260 members 
Mstep: Class 49 contains 4030 members 
Mstep: Class 50 contains 7117 members 
Mstep: Class 51 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135760.000000 Penalty: 104041.984375
Iteration 268Q: 52 clusters Score -8.813576e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55861 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49686 members 
Mstep: Class 4 contains 10519 members 
Mstep: Class 5 contains 110368 members 
Mstep: Class 6 contains 37662 members 
Mstep: Class 7 contains 37055 members 
Mstep: Class 8 contains 3831 members 
Mstep: Class 9 contains 10380 members 
Mstep: Class 10 contains 11986 members 
Mstep: Class 11 contains 7130 members 
Mstep: Class 12 contains 24351 members 
Mstep: Class 13 contains 4012 members 
Mstep: Class 14 contains 4426 members 
Mstep: Class 15 contains 2852 members 
Mstep: Class 16 contains 37953 members 
Mstep: Class 17 contains 35062 members 
Mstep: Class 18 contains 11032 members 
Mstep: Class 19 contains 7368 members 
Mstep: Class 20 contains 1424 members 
Mstep: Class 21 contains 36766 members 
Mstep: Class 22 contains 5591 members 
Mstep: Class 23 contains 4447 members 
Mstep: Class 24 contains 6427 members 
Mstep: Class 25 contains 14707 members 
Mstep: Class 26 contains 3672 members 
Mstep: Class 27 contains 18519 members 
Mstep: Class 28 contains 9090 members 
Mstep: Class 29 contains 11310 members 
Mstep: Class 30 contains 16107 members 
Mstep: Class 31 contains 5021 members 
Mstep: Class 32 contains 106248 members 
Mstep: Class 33 contains 18583 members 
Mstep: Class 34 contains 8889 members 
Mstep: Class 35 contains 36520 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 37564 members 
Mstep: Class 38 contains 14873 members 
Mstep: Class 39 contains 17588 members 
Mstep: Class 40 contains 5514 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8249 members 
Mstep: Class 43 contains 15080 members 
Mstep: Class 44 contains 4599 members 
Mstep: Class 45 contains 2202 members 
Mstep: Class 46 contains 1739 members 
Mstep: Class 47 contains 11654 members 
Mstep: Class 48 contains 259 members 
Mstep: Class 49 contains 4031 members 
Mstep: Class 50 contains 7128 members 
Mstep: Class 51 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135712.000000 Penalty: 104041.984375
Iteration 269Q: 52 clusters Score -8.813571e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55861 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49684 members 
Mstep: Class 4 contains 10519 members 
Mstep: Class 5 contains 110361 members 
Mstep: Class 6 contains 37663 members 
Mstep: Class 7 contains 37065 members 
Mstep: Class 8 contains 3830 members 
Mstep: Class 9 contains 10380 members 
Mstep: Class 10 contains 11991 members 
Mstep: Class 11 contains 7130 members 
Mstep: Class 12 contains 24347 members 
Mstep: Class 13 contains 4012 members 
Mstep: Class 14 contains 4424 members 
Mstep: Class 15 contains 2852 members 
Mstep: Class 16 contains 37954 members 
Mstep: Class 17 contains 35063 members 
Mstep: Class 18 contains 11032 members 
Mstep: Class 19 contains 7369 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 36765 members 
Mstep: Class 22 contains 5591 members 
Mstep: Class 23 contains 4447 members 
Mstep: Class 24 contains 6427 members 
Mstep: Class 25 contains 14707 members 
Mstep: Class 26 contains 3672 members 
Mstep: Class 27 contains 18519 members 
Mstep: Class 28 contains 9087 members 
Mstep: Class 29 contains 11286 members 
Mstep: Class 30 contains 16108 members 
Mstep: Class 31 contains 5021 members 
Mstep: Class 32 contains 106242 members 
Mstep: Class 33 contains 18598 members 
Mstep: Class 34 contains 8889 members 
Mstep: Class 35 contains 36519 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 37563 members 
Mstep: Class 38 contains 14875 members 
Mstep: Class 39 contains 17589 members 
Mstep: Class 40 contains 5515 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8248 members 
Mstep: Class 43 contains 15080 members 
Mstep: Class 44 contains 4599 members 
Mstep: Class 45 contains 2202 members 
Mstep: Class 46 contains 1740 members 
Mstep: Class 47 contains 11654 members 
Mstep: Class 48 contains 259 members 
Mstep: Class 49 contains 4033 members 
Mstep: Class 50 contains 7138 members 
Mstep: Class 51 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135696.000000 Penalty: 104041.984375
Iteration 270Q: 52 clusters Score -8.81357e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55863 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49683 members 
Mstep: Class 4 contains 10518 members 
Mstep: Class 5 contains 110354 members 
Mstep: Class 6 contains 37664 members 
Mstep: Class 7 contains 37077 members 
Mstep: Class 8 contains 3828 members 
Mstep: Class 9 contains 10380 members 
Mstep: Class 10 contains 11995 members 
Mstep: Class 11 contains 7128 members 
Mstep: Class 12 contains 24345 members 
Mstep: Class 13 contains 4012 members 
Mstep: Class 14 contains 4422 members 
Mstep: Class 15 contains 2852 members 
Mstep: Class 16 contains 37954 members 
Mstep: Class 17 contains 35063 members 
Mstep: Class 18 contains 11032 members 
Mstep: Class 19 contains 7370 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 36765 members 
Mstep: Class 22 contains 5591 members 
Mstep: Class 23 contains 4447 members 
Mstep: Class 24 contains 6427 members 
Mstep: Class 25 contains 14707 members 
Mstep: Class 26 contains 3672 members 
Mstep: Class 27 contains 18519 members 
Mstep: Class 28 contains 9085 members 
Mstep: Class 29 contains 11254 members 
Mstep: Class 30 contains 16109 members 
Mstep: Class 31 contains 5021 members 
Mstep: Class 32 contains 106240 members 
Mstep: Class 33 contains 18613 members 
Mstep: Class 34 contains 8889 members 
Mstep: Class 35 contains 36519 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 37563 members 
Mstep: Class 38 contains 14877 members 
Mstep: Class 39 contains 17589 members 
Mstep: Class 40 contains 5516 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8248 members 
Mstep: Class 43 contains 15080 members 
Mstep: Class 44 contains 4599 members 
Mstep: Class 45 contains 2202 members 
Mstep: Class 46 contains 1741 members 
Mstep: Class 47 contains 11654 members 
Mstep: Class 48 contains 260 members 
Mstep: Class 49 contains 4034 members 
Mstep: Class 50 contains 7149 members 
Mstep: Class 51 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135664.000000 Penalty: 104041.984375
Iteration 271Q: 52 clusters Score -8.813566e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55862 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49683 members 
Mstep: Class 4 contains 10518 members 
Mstep: Class 5 contains 110353 members 
Mstep: Class 6 contains 37666 members 
Mstep: Class 7 contains 37091 members 
Mstep: Class 8 contains 3826 members 
Mstep: Class 9 contains 10379 members 
Mstep: Class 10 contains 11994 members 
Mstep: Class 11 contains 7129 members 
Mstep: Class 12 contains 24341 members 
Mstep: Class 13 contains 4012 members 
Mstep: Class 14 contains 4422 members 
Mstep: Class 15 contains 2852 members 
Mstep: Class 16 contains 37952 members 
Mstep: Class 17 contains 35064 members 
Mstep: Class 18 contains 11032 members 
Mstep: Class 19 contains 7370 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 36766 members 
Mstep: Class 22 contains 5590 members 
Mstep: Class 23 contains 4447 members 
Mstep: Class 24 contains 6427 members 
Mstep: Class 25 contains 14707 members 
Mstep: Class 26 contains 3672 members 
Mstep: Class 27 contains 18519 members 
Mstep: Class 28 contains 9085 members 
Mstep: Class 29 contains 11219 members 
Mstep: Class 30 contains 16109 members 
Mstep: Class 31 contains 5021 members 
Mstep: Class 32 contains 106241 members 
Mstep: Class 33 contains 18625 members 
Mstep: Class 34 contains 8889 members 
Mstep: Class 35 contains 36518 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 37563 members 
Mstep: Class 38 contains 14877 members 
Mstep: Class 39 contains 17589 members 
Mstep: Class 40 contains 5517 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8249 members 
Mstep: Class 43 contains 15080 members 
Mstep: Class 44 contains 4600 members 
Mstep: Class 45 contains 2202 members 
Mstep: Class 46 contains 1741 members 
Mstep: Class 47 contains 11654 members 
Mstep: Class 48 contains 260 members 
Mstep: Class 49 contains 4035 members 
Mstep: Class 50 contains 7162 members 
Mstep: Class 51 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135704.000000 Penalty: 104041.984375
Iteration 272Q: 52 clusters Score -8.81357e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55862 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49682 members 
Mstep: Class 4 contains 10518 members 
Mstep: Class 5 contains 110346 members 
Mstep: Class 6 contains 37668 members 
Mstep: Class 7 contains 37100 members 
Mstep: Class 8 contains 3824 members 
Mstep: Class 9 contains 10379 members 
Mstep: Class 10 contains 11997 members 
Mstep: Class 11 contains 7130 members 
Mstep: Class 12 contains 24339 members 
Mstep: Class 13 contains 4012 members 
Mstep: Class 14 contains 4423 members 
Mstep: Class 15 contains 2852 members 
Mstep: Class 16 contains 37953 members 
Mstep: Class 17 contains 35064 members 
Mstep: Class 18 contains 11032 members 
Mstep: Class 19 contains 7370 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 36768 members 
Mstep: Class 22 contains 5590 members 
Mstep: Class 23 contains 4448 members 
Mstep: Class 24 contains 6427 members 
Mstep: Class 25 contains 14706 members 
Mstep: Class 26 contains 3672 members 
Mstep: Class 27 contains 18520 members 
Mstep: Class 28 contains 9082 members 
Mstep: Class 29 contains 11184 members 
Mstep: Class 30 contains 16109 members 
Mstep: Class 31 contains 5021 members 
Mstep: Class 32 contains 106240 members 
Mstep: Class 33 contains 18641 members 
Mstep: Class 34 contains 8889 members 
Mstep: Class 35 contains 36518 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 37562 members 
Mstep: Class 38 contains 14877 members 
Mstep: Class 39 contains 17590 members 
Mstep: Class 40 contains 5520 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8249 members 
Mstep: Class 43 contains 15080 members 
Mstep: Class 44 contains 4600 members 
Mstep: Class 45 contains 2202 members 
Mstep: Class 46 contains 1743 members 
Mstep: Class 47 contains 11653 members 
Mstep: Class 48 contains 260 members 
Mstep: Class 49 contains 4036 members 
Mstep: Class 50 contains 7172 members 
Mstep: Class 51 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135736.000000 Penalty: 104041.984375
Iteration 273Q: 52 clusters Score -8.813574e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55864 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49682 members 
Mstep: Class 4 contains 10518 members 
Mstep: Class 5 contains 110337 members 
Mstep: Class 6 contains 37669 members 
Mstep: Class 7 contains 37112 members 
Mstep: Class 8 contains 3822 members 
Mstep: Class 9 contains 10379 members 
Mstep: Class 10 contains 12001 members 
Mstep: Class 11 contains 7130 members 
Mstep: Class 12 contains 24334 members 
Mstep: Class 13 contains 4012 members 
Mstep: Class 14 contains 4419 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 16 contains 37956 members 
Mstep: Class 17 contains 35064 members 
Mstep: Class 18 contains 11032 members 
Mstep: Class 19 contains 7370 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 36769 members 
Mstep: Class 22 contains 5590 members 
Mstep: Class 23 contains 4449 members 
Mstep: Class 24 contains 6427 members 
Mstep: Class 25 contains 14705 members 
Mstep: Class 26 contains 3672 members 
Mstep: Class 27 contains 18519 members 
Mstep: Class 28 contains 9078 members 
Mstep: Class 29 contains 11154 members 
Mstep: Class 30 contains 16109 members 
Mstep: Class 31 contains 5021 members 
Mstep: Class 32 contains 106244 members 
Mstep: Class 33 contains 18653 members 
Mstep: Class 34 contains 8889 members 
Mstep: Class 35 contains 36518 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 37561 members 
Mstep: Class 38 contains 14877 members 
Mstep: Class 39 contains 17591 members 
Mstep: Class 40 contains 5521 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8250 members 
Mstep: Class 43 contains 15079 members 
Mstep: Class 44 contains 4600 members 
Mstep: Class 45 contains 2202 members 
Mstep: Class 46 contains 1744 members 
Mstep: Class 47 contains 11653 members 
Mstep: Class 48 contains 260 members 
Mstep: Class 49 contains 4037 members 
Mstep: Class 50 contains 7184 members 
Mstep: Class 51 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135672.000000 Penalty: 104041.984375
Iteration 274Q: 52 clusters Score -8.813567e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55863 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49683 members 
Mstep: Class 4 contains 10518 members 
Mstep: Class 5 contains 110330 members 
Mstep: Class 6 contains 37670 members 
Mstep: Class 7 contains 37118 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 10379 members 
Mstep: Class 10 contains 12003 members 
Mstep: Class 11 contains 7130 members 
Mstep: Class 12 contains 24331 members 
Mstep: Class 13 contains 4012 members 
Mstep: Class 14 contains 4417 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 16 contains 37956 members 
Mstep: Class 17 contains 35064 members 
Mstep: Class 18 contains 11033 members 
Mstep: Class 19 contains 7371 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 36769 members 
Mstep: Class 22 contains 5590 members 
Mstep: Class 23 contains 4450 members 
Mstep: Class 24 contains 6427 members 
Mstep: Class 25 contains 14705 members 
Mstep: Class 26 contains 3672 members 
Mstep: Class 27 contains 18518 members 
Mstep: Class 28 contains 9068 members 
Mstep: Class 29 contains 11134 members 
Mstep: Class 30 contains 16109 members 
Mstep: Class 31 contains 5022 members 
Mstep: Class 32 contains 106243 members 
Mstep: Class 33 contains 18663 members 
Mstep: Class 34 contains 8890 members 
Mstep: Class 35 contains 36520 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 37561 members 
Mstep: Class 38 contains 14877 members 
Mstep: Class 39 contains 17591 members 
Mstep: Class 40 contains 5523 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8255 members 
Mstep: Class 43 contains 15079 members 
Mstep: Class 44 contains 4600 members 
Mstep: Class 45 contains 2202 members 
Mstep: Class 46 contains 1744 members 
Mstep: Class 47 contains 11653 members 
Mstep: Class 48 contains 260 members 
Mstep: Class 49 contains 4038 members 
Mstep: Class 50 contains 7195 members 
Mstep: Class 51 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135696.000000 Penalty: 104041.984375
Iteration 275Q: 52 clusters Score -8.81357e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55864 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49683 members 
Mstep: Class 4 contains 10519 members 
Mstep: Class 5 contains 110324 members 
Mstep: Class 6 contains 37669 members 
Mstep: Class 7 contains 37124 members 
Mstep: Class 8 contains 3820 members 
Mstep: Class 9 contains 10379 members 
Mstep: Class 10 contains 12007 members 
Mstep: Class 11 contains 7130 members 
Mstep: Class 12 contains 24331 members 
Mstep: Class 13 contains 4012 members 
Mstep: Class 14 contains 4416 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 16 contains 37955 members 
Mstep: Class 17 contains 35064 members 
Mstep: Class 18 contains 11033 members 
Mstep: Class 19 contains 7371 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 36768 members 
Mstep: Class 22 contains 5590 members 
Mstep: Class 23 contains 4450 members 
Mstep: Class 24 contains 6427 members 
Mstep: Class 25 contains 14704 members 
Mstep: Class 26 contains 3672 members 
Mstep: Class 27 contains 18519 members 
Mstep: Class 28 contains 9059 members 
Mstep: Class 29 contains 11110 members 
Mstep: Class 30 contains 16109 members 
Mstep: Class 31 contains 5023 members 
Mstep: Class 32 contains 106245 members 
Mstep: Class 33 contains 18671 members 
Mstep: Class 34 contains 8890 members 
Mstep: Class 35 contains 36520 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 37560 members 
Mstep: Class 38 contains 14877 members 
Mstep: Class 39 contains 17591 members 
Mstep: Class 40 contains 5523 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8262 members 
Mstep: Class 43 contains 15079 members 
Mstep: Class 44 contains 4600 members 
Mstep: Class 45 contains 2202 members 
Mstep: Class 46 contains 1742 members 
Mstep: Class 47 contains 11653 members 
Mstep: Class 48 contains 260 members 
Mstep: Class 49 contains 4040 members 
Mstep: Class 50 contains 7210 members 
Mstep: Class 51 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135776.000000 Penalty: 104041.984375
Iteration 276Q: 52 clusters Score -8.813578e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55864 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49684 members 
Mstep: Class 4 contains 10519 members 
Mstep: Class 5 contains 110318 members 
Mstep: Class 6 contains 37668 members 
Mstep: Class 7 contains 37136 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 10378 members 
Mstep: Class 10 contains 12010 members 
Mstep: Class 11 contains 7129 members 
Mstep: Class 12 contains 24330 members 
Mstep: Class 13 contains 4012 members 
Mstep: Class 14 contains 4411 members 
Mstep: Class 15 contains 2854 members 
Mstep: Class 16 contains 37954 members 
Mstep: Class 17 contains 35064 members 
Mstep: Class 18 contains 11034 members 
Mstep: Class 19 contains 7371 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 36767 members 
Mstep: Class 22 contains 5590 members 
Mstep: Class 23 contains 4449 members 
Mstep: Class 24 contains 6426 members 
Mstep: Class 25 contains 14705 members 
Mstep: Class 26 contains 3672 members 
Mstep: Class 27 contains 18520 members 
Mstep: Class 28 contains 9052 members 
Mstep: Class 29 contains 11087 members 
Mstep: Class 30 contains 16110 members 
Mstep: Class 31 contains 5023 members 
Mstep: Class 32 contains 106243 members 
Mstep: Class 33 contains 18681 members 
Mstep: Class 34 contains 8890 members 
Mstep: Class 35 contains 36520 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 37561 members 
Mstep: Class 38 contains 14877 members 
Mstep: Class 39 contains 17589 members 
Mstep: Class 40 contains 5523 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8264 members 
Mstep: Class 43 contains 15079 members 
Mstep: Class 44 contains 4600 members 
Mstep: Class 45 contains 2203 members 
Mstep: Class 46 contains 1744 members 
Mstep: Class 47 contains 11655 members 
Mstep: Class 48 contains 260 members 
Mstep: Class 49 contains 4040 members 
Mstep: Class 50 contains 7223 members 
Mstep: Class 51 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135800.000000 Penalty: 104041.984375
Iteration 277Q: 52 clusters Score -8.81358e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55865 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49685 members 
Mstep: Class 4 contains 10518 members 
Mstep: Class 5 contains 110308 members 
Mstep: Class 6 contains 37670 members 
Mstep: Class 7 contains 37151 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 10378 members 
Mstep: Class 10 contains 12010 members 
Mstep: Class 11 contains 7129 members 
Mstep: Class 12 contains 24329 members 
Mstep: Class 13 contains 4011 members 
Mstep: Class 14 contains 4407 members 
Mstep: Class 15 contains 2854 members 
Mstep: Class 16 contains 37954 members 
Mstep: Class 17 contains 35062 members 
Mstep: Class 18 contains 11034 members 
Mstep: Class 19 contains 7371 members 
Mstep: Class 20 contains 1424 members 
Mstep: Class 21 contains 36766 members 
Mstep: Class 22 contains 5590 members 
Mstep: Class 23 contains 4449 members 
Mstep: Class 24 contains 6426 members 
Mstep: Class 25 contains 14705 members 
Mstep: Class 26 contains 3672 members 
Mstep: Class 27 contains 18522 members 
Mstep: Class 28 contains 9046 members 
Mstep: Class 29 contains 11063 members 
Mstep: Class 30 contains 16110 members 
Mstep: Class 31 contains 5023 members 
Mstep: Class 32 contains 106240 members 
Mstep: Class 33 contains 18696 members 
Mstep: Class 34 contains 8890 members 
Mstep: Class 35 contains 36521 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 37564 members 
Mstep: Class 38 contains 14877 members 
Mstep: Class 39 contains 17590 members 
Mstep: Class 40 contains 5524 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8267 members 
Mstep: Class 43 contains 15078 members 
Mstep: Class 44 contains 4600 members 
Mstep: Class 45 contains 2204 members 
Mstep: Class 46 contains 1744 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 260 members 
Mstep: Class 49 contains 4040 members 
Mstep: Class 50 contains 7231 members 
Mstep: Class 51 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135704.000000 Penalty: 104041.984375
Iteration 278Q: 52 clusters Score -8.81357e+07 nChanged 58
Entering ConstructFrom: 
Score: -88135704.000000 Penalty: 104041.984375
Entering ConstructFrom: 
Trying to split cluster 1 (55864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55864 members 
Entering Unmasked Estep 
Score: -5588998.500000 Penalty: 1626.484497
	Iteration 0F: 2 clusters Score -5588998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 27711 members 
Entering Unmasked Estep 
Score: -5552452.500000 Penalty: 3252.968994
	Iteration 0F: 3 clusters Score -5552452 nChanged 25931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29850 members 
Mstep: Class 2 contains 26014 members 
Entering Unmasked Estep 
Score: -5567704.000000 Penalty: 3252.968994
	Iteration 1F: 3 clusters Score -5567704 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30819 members 
Mstep: Class 2 contains 25045 members 
Entering Unmasked Estep 
Score: -5569137.500000 Penalty: 3252.968994
	Iteration 2F: 3 clusters Score -5569138 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32118 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -5571003.000000 Penalty: 3252.968994
	Iteration 3F: 3 clusters Score -5571003 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33757 members 
Mstep: Class 2 contains 22107 members 
Entering Unmasked Estep 
Score: -5573612.000000 Penalty: 3252.968994
	Iteration 4F: 3 clusters Score -5573612 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35413 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -5576613.500000 Penalty: 3252.968994
	Iteration 5F: 3 clusters Score -5576614 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36866 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -5579285.500000 Penalty: 3252.968994
	Iteration 6F: 3 clusters Score -5579286 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37999 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -5581111.500000 Penalty: 3252.968994
	Iteration 7F: 3 clusters Score -5581112 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38792 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -5582187.000000 Penalty: 3252.968994
	Iteration 8Q: 3 clusters Score -5582187 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39468 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -5582792.500000 Penalty: 3252.968994
	Iteration 9Q: 3 clusters Score -5582792 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40133 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -5583092.500000 Penalty: 3252.968994
	Iteration 10Q: 3 clusters Score -5583092 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40762 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -5583384.000000 Penalty: 3252.968994
	Iteration 11Q: 3 clusters Score -5583384 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41352 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -5583593.500000 Penalty: 3252.968994
	Iteration 12Q: 3 clusters Score -5583594 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41929 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -5583778.000000 Penalty: 3252.968994
	Iteration 13Q: 3 clusters Score -5583778 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42491 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -5583961.000000 Penalty: 3252.968994
	Iteration 14Q: 3 clusters Score -5583961 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42999 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -5584093.000000 Penalty: 3252.968994
	Iteration 15Q: 3 clusters Score -5584093 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43517 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -5584211.500000 Penalty: 3252.968994
	Iteration 16Q: 3 clusters Score -5584212 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44054 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -5584391.500000 Penalty: 3252.968994
	Iteration 17Q: 3 clusters Score -5584392 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44610 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -5584539.000000 Penalty: 3252.968994
	Iteration 18Q: 3 clusters Score -5584539 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45194 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -5584696.500000 Penalty: 3252.968994
	Iteration 19Q: 3 clusters Score -5584696 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45761 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -5584850.000000 Penalty: 3252.968994
	Iteration 20F: 3 clusters Score -5584850 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46339 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -5585048.500000 Penalty: 3252.968994
	Iteration 21Q: 3 clusters Score -5585048 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46917 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -5585233.500000 Penalty: 3252.968994
	Iteration 22Q: 3 clusters Score -5585234 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47519 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -5585451.000000 Penalty: 3252.968994
	Iteration 23Q: 3 clusters Score -5585451 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48147 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -5585686.500000 Penalty: 3252.968994
	Iteration 24Q: 3 clusters Score -5585686 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48755 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -5585939.000000 Penalty: 3252.968994
	Iteration 25Q: 3 clusters Score -5585939 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49393 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -5586189.000000 Penalty: 3252.968994
	Iteration 26Q: 3 clusters Score -5586189 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49969 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -5586402.500000 Penalty: 3252.968994
	Iteration 27Q: 3 clusters Score -5586402 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50476 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -5586624.500000 Penalty: 3252.968994
	Iteration 28Q: 3 clusters Score -5586624 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50981 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -5586818.500000 Penalty: 3252.968994
	Iteration 29Q: 3 clusters Score -5586818 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51415 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -5586974.000000 Penalty: 3252.968994
	Iteration 30Q: 3 clusters Score -5586974 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51809 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -5587133.500000 Penalty: 3252.968994
	Iteration 31Q: 3 clusters Score -5587134 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52155 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -5587262.500000 Penalty: 3252.968994
	Iteration 32Q: 3 clusters Score -5587262 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52468 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -5587388.500000 Penalty: 3252.968994
	Iteration 33Q: 3 clusters Score -5587388 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52735 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -5587486.500000 Penalty: 3252.968994
	Iteration 34Q: 3 clusters Score -5587486 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52967 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -5587587.000000 Penalty: 3252.968994
	Iteration 35Q: 3 clusters Score -5587587 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53169 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -5587658.000000 Penalty: 3252.968994
	Iteration 36Q: 3 clusters Score -5587658 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53340 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -5587702.000000 Penalty: 3252.968994
	Iteration 37Q: 3 clusters Score -5587702 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53490 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -5587767.500000 Penalty: 3252.968994
	Iteration 38Q: 3 clusters Score -5587768 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53605 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -5587813.500000 Penalty: 3252.968994
	Iteration 39Q: 3 clusters Score -5587814 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53703 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -5587847.000000 Penalty: 3252.968994
	Iteration 40F: 3 clusters Score -5587847 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53793 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -5587869.000000 Penalty: 3252.968994
	Iteration 41Q: 3 clusters Score -5587869 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53853 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -5587885.500000 Penalty: 3252.968994
	Iteration 42Q: 3 clusters Score -5587886 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53910 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -5587918.500000 Penalty: 3252.968994
	Iteration 43Q: 3 clusters Score -5587918 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53963 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -5587929.000000 Penalty: 3252.968994
	Iteration 44Q: 3 clusters Score -5587929 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54004 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -5587948.500000 Penalty: 3252.968994
	Iteration 45Q: 3 clusters Score -5587948 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54025 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -5587959.500000 Penalty: 3252.968994
	Iteration 46Q: 3 clusters Score -5587960 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54042 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -5587968.500000 Penalty: 3252.968994
	Iteration 47Q: 3 clusters Score -5587968 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54060 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -5587976.500000 Penalty: 3252.968994
	Iteration 48Q: 3 clusters Score -5587976 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54082 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -5587987.000000 Penalty: 3252.968994
	Iteration 49Q: 3 clusters Score -5587987 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54108 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -5587995.500000 Penalty: 3252.968994
	Iteration 50Q: 3 clusters Score -5587996 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54131 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -5588004.000000 Penalty: 3252.968994
	Iteration 51Q: 3 clusters Score -5588004 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54154 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -5588004.500000 Penalty: 3252.968994
	Iteration 52Q: 3 clusters Score -5588004 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54176 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -5588013.000000 Penalty: 3252.968994
	Iteration 53Q: 3 clusters Score -5588013 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54195 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -5588019.500000 Penalty: 3252.968994
	Iteration 54Q: 3 clusters Score -5588020 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54208 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -5588033.500000 Penalty: 3252.968994
	Iteration 55Q: 3 clusters Score -5588034 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54226 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -5588039.500000 Penalty: 3252.968994
	Iteration 56Q: 3 clusters Score -5588040 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54245 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -5588041.000000 Penalty: 3252.968994
	Iteration 57Q: 3 clusters Score -5588041 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54258 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -5588041.500000 Penalty: 3252.968994
	Iteration 58Q: 3 clusters Score -5588042 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54271 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -5588048.500000 Penalty: 3252.968994
	Iteration 59Q: 3 clusters Score -5588048 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54284 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -5588042.000000 Penalty: 3252.968994
	Iteration 60F: 3 clusters Score -5588042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54294 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -5588036.500000 Penalty: 3252.968994
	Iteration 61Q: 3 clusters Score -5588036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54301 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -5588044.000000 Penalty: 3252.968994
	Iteration 62Q: 3 clusters Score -5588044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54307 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -5588042.500000 Penalty: 3252.968994
	Iteration 63Q: 3 clusters Score -5588042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54310 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -5588048.000000 Penalty: 3252.968994
	Iteration 64Q: 3 clusters Score -5588048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54311 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -5588049.500000 Penalty: 3252.968994
	Iteration 65Q: 3 clusters Score -5588050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54312 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -5588049.000000 Penalty: 3252.968994
	Iteration 66Q: 3 clusters Score -5588049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54314 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -5588038.500000 Penalty: 3252.968994
	Iteration 67Q: 3 clusters Score -5588038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54317 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -5588043.500000 Penalty: 3252.968994
	Iteration 68Q: 3 clusters Score -5588044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54322 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -5588044.000000 Penalty: 3252.968994
	Iteration 69Q: 3 clusters Score -5588044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54326 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -5588045.000000 Penalty: 3252.968994
	Iteration 70Q: 3 clusters Score -5588045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54329 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -5588050.000000 Penalty: 3252.968994
	Iteration 71Q: 3 clusters Score -5588050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54337 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -5588051.000000 Penalty: 3252.968994
	Iteration 72Q: 3 clusters Score -5588051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54343 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -5588056.000000 Penalty: 3252.968994
	Iteration 73Q: 3 clusters Score -5588056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54349 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -5588059.000000 Penalty: 3252.968994
	Iteration 74Q: 3 clusters Score -5588059 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54361 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -5588065.500000 Penalty: 3252.968994
	Iteration 75Q: 3 clusters Score -5588066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54367 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -5588069.000000 Penalty: 3252.968994
	Iteration 76Q: 3 clusters Score -5588069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54369 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -5588081.000000 Penalty: 3252.968994
	Iteration 77Q: 3 clusters Score -5588081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54376 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -5588075.500000 Penalty: 3252.968994
	Iteration 78Q: 3 clusters Score -5588076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54380 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -5588076.500000 Penalty: 3252.968994
	Iteration 79Q: 3 clusters Score -5588076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54384 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -5588082.500000 Penalty: 3252.968994
	Iteration 80F: 3 clusters Score -5588082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54388 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -5588079.500000 Penalty: 3252.968994
	Iteration 81Q: 3 clusters Score -5588080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54393 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -5588077.500000 Penalty: 3252.968994
	Iteration 82Q: 3 clusters Score -5588078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54396 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -5588078.000000 Penalty: 3252.968994
	Iteration 83Q: 3 clusters Score -5588078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54397 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -5588083.000000 Penalty: 3252.968994
	Iteration 84Q: 3 clusters Score -5588083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54398 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -5588075.000000 Penalty: 3252.968994
	Iteration 85Q: 3 clusters Score -5588075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54400 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -5588078.500000 Penalty: 3252.968994
	Iteration 86Q: 3 clusters Score -5588078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54406 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -5588081.000000 Penalty: 3252.968994
	Iteration 87Q: 3 clusters Score -5588081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54408 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -5588081.500000 Penalty: 3252.968994
	Iteration 88Q: 3 clusters Score -5588082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54407 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -5588082.000000 Penalty: 3252.968994
	Iteration 89Q: 3 clusters Score -5588082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54406 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -5588082.000000 Penalty: 3252.968994
	Iteration 90Q: 3 clusters Score -5588082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54406 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -5588082.000000 Penalty: 3252.968994
	Iteration 91F: 3 clusters Score -5588082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Entering Unmasked Estep 
Score: -60388.324219 Penalty: 975.013184
	Iteration 0F: 2 clusters Score -60388.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -59352.128906 Penalty: 1950.026367
	Iteration 0F: 3 clusters Score -59352.13 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -59644.367188 Penalty: 1950.026367
	Iteration 1F: 3 clusters Score -59644.37 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -59777.953125 Penalty: 1950.026367
	Iteration 2F: 3 clusters Score -59777.95 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -59861.308594 Penalty: 1950.026367
	Iteration 3Q: 3 clusters Score -59861.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -59893.050781 Penalty: 1950.026367
	Iteration 4Q: 3 clusters Score -59893.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -59924.921875 Penalty: 1950.026367
	Iteration 5Q: 3 clusters Score -59924.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -59942.671875 Penalty: 1950.026367
	Iteration 6Q: 3 clusters Score -59942.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -59954.910156 Penalty: 1950.026367
	Iteration 7Q: 3 clusters Score -59954.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -59964.371094 Penalty: 1950.026367
	Iteration 8Q: 3 clusters Score -59964.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -59971.656250 Penalty: 1950.026367
	Iteration 9Q: 3 clusters Score -59971.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -59973.199219 Penalty: 1950.026367
	Iteration 10Q: 3 clusters Score -59973.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -59974.300781 Penalty: 1950.026367
	Iteration 11Q: 3 clusters Score -59974.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -59983.089844 Penalty: 1950.026367
	Iteration 12Q: 3 clusters Score -59983.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -59995.828125 Penalty: 1950.026367
	Iteration 13Q: 3 clusters Score -59995.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -59999.929688 Penalty: 1950.026367
	Iteration 14Q: 3 clusters Score -59999.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -59999.929688 Penalty: 1950.026367
	Iteration 15F: 3 clusters Score -59999.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (49685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49685 members 
Entering Unmasked Estep 
Score: -4965398.000000 Penalty: 1609.042603
	Iteration 0F: 2 clusters Score -4965398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -4932826.500000 Penalty: 3218.085205
	Iteration 0F: 3 clusters Score -4932826 nChanged 23087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 25319 members 
Entering Unmasked Estep 
Score: -4946111.000000 Penalty: 3218.085205
	Iteration 1F: 3 clusters Score -4946111 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 25794 members 
Entering Unmasked Estep 
Score: -4947086.500000 Penalty: 3218.085205
	Iteration 2F: 3 clusters Score -4947086 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -4948100.000000 Penalty: 3218.085205
	Iteration 3F: 3 clusters Score -4948100 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 27223 members 
Entering Unmasked Estep 
Score: -4949139.500000 Penalty: 3218.085205
	Iteration 4F: 3 clusters Score -4949140 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 28125 members 
Entering Unmasked Estep 
Score: -4950127.500000 Penalty: 3218.085205
	Iteration 5Q: 3 clusters Score -4950128 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 29128 members 
Entering Unmasked Estep 
Score: -4950984.500000 Penalty: 3218.085205
	Iteration 6Q: 3 clusters Score -4950984 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 30253 members 
Entering Unmasked Estep 
Score: -4951768.000000 Penalty: 3218.085205
	Iteration 7Q: 3 clusters Score -4951768 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 31512 members 
Entering Unmasked Estep 
Score: -4952534.000000 Penalty: 3218.085205
	Iteration 8Q: 3 clusters Score -4952534 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -4953292.000000 Penalty: 3218.085205
	Iteration 9Q: 3 clusters Score -4953292 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 34552 members 
Entering Unmasked Estep 
Score: -4954060.000000 Penalty: 3218.085205
	Iteration 10Q: 3 clusters Score -4954060 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 36413 members 
Entering Unmasked Estep 
Score: -4954998.000000 Penalty: 3218.085205
	Iteration 11Q: 3 clusters Score -4954998 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 38503 members 
Entering Unmasked Estep 
Score: -4956174.500000 Penalty: 3218.085205
	Iteration 12Q: 3 clusters Score -4956174 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 40746 members 
Entering Unmasked Estep 
Score: -4957569.500000 Penalty: 3218.085205
	Iteration 13Q: 3 clusters Score -4957570 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 42930 members 
Entering Unmasked Estep 
Score: -4959153.500000 Penalty: 3218.085205
	Iteration 14Q: 3 clusters Score -4959154 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 45025 members 
Entering Unmasked Estep 
Score: -4960702.500000 Penalty: 3218.085205
	Iteration 15Q: 3 clusters Score -4960702 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 46676 members 
Entering Unmasked Estep 
Score: -4962040.500000 Penalty: 3218.085205
	Iteration 16Q: 3 clusters Score -4962040 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 47849 members 
Entering Unmasked Estep 
Score: -4962985.000000 Penalty: 3218.085205
	Iteration 17Q: 3 clusters Score -4962985 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 48538 members 
Entering Unmasked Estep 
Score: -4963542.500000 Penalty: 3218.085205
	Iteration 18Q: 3 clusters Score -4963542 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 48882 members 
Entering Unmasked Estep 
Score: -4963807.000000 Penalty: 3218.085205
	Iteration 19Q: 3 clusters Score -4963807 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 49042 members 
Entering Unmasked Estep 
Score: -4963939.000000 Penalty: 3218.085205
	Iteration 20F: 3 clusters Score -4963939 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 49136 members 
Entering Unmasked Estep 
Score: -4964008.500000 Penalty: 3218.085205
	Iteration 21Q: 3 clusters Score -4964008 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 49191 members 
Entering Unmasked Estep 
Score: -4964063.500000 Penalty: 3218.085205
	Iteration 22Q: 3 clusters Score -4964064 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 49224 members 
Entering Unmasked Estep 
Score: -4964098.000000 Penalty: 3218.085205
	Iteration 23Q: 3 clusters Score -4964098 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 49239 members 
Entering Unmasked Estep 
Score: -4964123.500000 Penalty: 3218.085205
	Iteration 24Q: 3 clusters Score -4964124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 49252 members 
Entering Unmasked Estep 
Score: -4964134.500000 Penalty: 3218.085205
	Iteration 25Q: 3 clusters Score -4964134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 49262 members 
Entering Unmasked Estep 
Score: -4964143.500000 Penalty: 3218.085205
	Iteration 26Q: 3 clusters Score -4964144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 49263 members 
Entering Unmasked Estep 
Score: -4964148.500000 Penalty: 3218.085205
	Iteration 27Q: 3 clusters Score -4964148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 49271 members 
Entering Unmasked Estep 
Score: -4964160.000000 Penalty: 3218.085205
	Iteration 28Q: 3 clusters Score -4964160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 49280 members 
Entering Unmasked Estep 
Score: -4964169.000000 Penalty: 3218.085205
	Iteration 29Q: 3 clusters Score -4964169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 49287 members 
Entering Unmasked Estep 
Score: -4964169.500000 Penalty: 3218.085205
	Iteration 30Q: 3 clusters Score -4964170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 49293 members 
Entering Unmasked Estep 
Score: -4964169.500000 Penalty: 3218.085205
	Iteration 31Q: 3 clusters Score -4964170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 49298 members 
Entering Unmasked Estep 
Score: -4964171.500000 Penalty: 3218.085205
	Iteration 32Q: 3 clusters Score -4964172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 49301 members 
Entering Unmasked Estep 
Score: -4964184.000000 Penalty: 3218.085205
	Iteration 33Q: 3 clusters Score -4964184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 49303 members 
Entering Unmasked Estep 
Score: -4964190.000000 Penalty: 3218.085205
	Iteration 34Q: 3 clusters Score -4964190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 49305 members 
Entering Unmasked Estep 
Score: -4964186.000000 Penalty: 3218.085205
	Iteration 35Q: 3 clusters Score -4964186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 49308 members 
Entering Unmasked Estep 
Score: -4964192.000000 Penalty: 3218.085205
	Iteration 36Q: 3 clusters Score -4964192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 49309 members 
Entering Unmasked Estep 
Score: -4964200.500000 Penalty: 3218.085205
	Iteration 37Q: 3 clusters Score -4964200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 49309 members 
Entering Unmasked Estep 
Score: -4964200.500000 Penalty: 3218.085205
	Iteration 38F: 3 clusters Score -4964200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Entering Unmasked Estep 
Score: -1063186.875000 Penalty: 1378.013550
	Iteration 0F: 2 clusters Score -1063187 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1056117.000000 Penalty: 2756.027100
	Iteration 0F: 3 clusters Score -1056117 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1058520.250000 Penalty: 2756.027100
	Iteration 1F: 3 clusters Score -1058520 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1058793.000000 Penalty: 2756.027100
	Iteration 2F: 3 clusters Score -1058793 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1059034.875000 Penalty: 2756.027100
	Iteration 3Q: 3 clusters Score -1059035 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1059274.500000 Penalty: 2756.027100
	Iteration 4Q: 3 clusters Score -1059274 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1059538.375000 Penalty: 2756.027100
	Iteration 5Q: 3 clusters Score -1059538 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1059837.250000 Penalty: 2756.027100
	Iteration 6Q: 3 clusters Score -1059837 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1060129.875000 Penalty: 2756.027100
	Iteration 7Q: 3 clusters Score -1060130 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1060469.375000 Penalty: 2756.027100
	Iteration 8Q: 3 clusters Score -1060469 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1060885.000000 Penalty: 2756.027100
	Iteration 9Q: 3 clusters Score -1060885 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1061346.750000 Penalty: 2756.027100
	Iteration 10F: 3 clusters Score -1061347 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1061915.250000 Penalty: 2756.027100
	Iteration 11Q: 3 clusters Score -1061915 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1062431.000000 Penalty: 2756.027100
	Iteration 12Q: 3 clusters Score -1062431 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1062843.750000 Penalty: 2756.027100
	Iteration 13Q: 3 clusters Score -1062844 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1063130.750000 Penalty: 2756.027100
	Iteration 14Q: 3 clusters Score -1063131 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1063241.000000 Penalty: 2756.027100
	Iteration 15Q: 3 clusters Score -1063241 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1063282.750000 Penalty: 2756.027100
	Iteration 16Q: 3 clusters Score -1063283 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1063300.125000 Penalty: 2756.027100
	Iteration 17Q: 3 clusters Score -1063300 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1063306.875000 Penalty: 2756.027100
	Iteration 18Q: 3 clusters Score -1063307 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1063313.000000 Penalty: 2756.027100
	Iteration 19Q: 3 clusters Score -1063313 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1063315.875000 Penalty: 2756.027100
	Iteration 20F: 3 clusters Score -1063316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1063316.875000 Penalty: 2756.027100
	Iteration 21Q: 3 clusters Score -1063317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1063318.625000 Penalty: 2756.027100
	Iteration 22Q: 3 clusters Score -1063319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1063318.625000 Penalty: 2756.027100
	Iteration 23F: 3 clusters Score -1063319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55864 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49685 members 
Mstep: Class 4 contains 6684 members 
Mstep: Class 5 contains 110303 members 
Mstep: Class 6 contains 37668 members 
Mstep: Class 7 contains 37160 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 10378 members 
Mstep: Class 10 contains 12011 members 
Mstep: Class 11 contains 7130 members 
Mstep: Class 12 contains 24331 members 
Mstep: Class 13 contains 4011 members 
Mstep: Class 14 contains 4402 members 
Mstep: Class 15 contains 2854 members 
Mstep: Class 16 contains 37954 members 
Mstep: Class 17 contains 35061 members 
Mstep: Class 18 contains 11033 members 
Mstep: Class 19 contains 7372 members 
Mstep: Class 20 contains 1424 members 
Mstep: Class 21 contains 36764 members 
Mstep: Class 22 contains 5590 members 
Mstep: Class 23 contains 4449 members 
Mstep: Class 24 contains 6427 members 
Mstep: Class 25 contains 14705 members 
Mstep: Class 26 contains 3672 members 
Mstep: Class 27 contains 18522 members 
Mstep: Class 28 contains 9039 members 
Mstep: Class 29 contains 11051 members 
Mstep: Class 30 contains 16110 members 
Mstep: Class 31 contains 5024 members 
Mstep: Class 32 contains 106242 members 
Mstep: Class 33 contains 18706 members 
Mstep: Class 34 contains 8890 members 
Mstep: Class 35 contains 36522 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 37565 members 
Mstep: Class 38 contains 14877 members 
Mstep: Class 39 contains 17590 members 
Mstep: Class 40 contains 5525 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8267 members 
Mstep: Class 43 contains 15078 members 
Mstep: Class 44 contains 4600 members 
Mstep: Class 45 contains 2203 members 
Mstep: Class 46 contains 1746 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 260 members 
Mstep: Class 49 contains 4040 members 
Mstep: Class 50 contains 7235 members 
Mstep: Class 51 contains 863 members 
Mstep: Class 52 contains 3834 members 
Entering Unmasked Estep 
Score: -88135088.000000 Penalty: 106082.015625
Splitting cluster 4 changes total score from -88135704.000000 to -88135088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (110303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110303 members 
Entering Unmasked Estep 
Score: -11117270.000000 Penalty: 1727.714844
	Iteration 0F: 2 clusters Score -1.111727e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55168 members 
Mstep: Class 2 contains 55135 members 
Entering Unmasked Estep 
Score: -11044740.000000 Penalty: 3455.429688
	Iteration 0F: 3 clusters Score -1.104474e+07 nChanged 52176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54240 members 
Mstep: Class 2 contains 56063 members 
Entering Unmasked Estep 
Score: -11074926.000000 Penalty: 3455.429688
	Iteration 1F: 3 clusters Score -1.107493e+07 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53546 members 
Mstep: Class 2 contains 56757 members 
Entering Unmasked Estep 
Score: -11075996.000000 Penalty: 3455.429688
	Iteration 2Q: 3 clusters Score -1.1076e+07 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52576 members 
Mstep: Class 2 contains 57727 members 
Entering Unmasked Estep 
Score: -11077118.000000 Penalty: 3455.429688
	Iteration 3Q: 3 clusters Score -1.107712e+07 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51193 members 
Mstep: Class 2 contains 59110 members 
Entering Unmasked Estep 
Score: -11078383.000000 Penalty: 3455.429688
	Iteration 4Q: 3 clusters Score -1.107838e+07 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49341 members 
Mstep: Class 2 contains 60962 members 
Entering Unmasked Estep 
Score: -11079930.000000 Penalty: 3455.429688
	Iteration 5Q: 3 clusters Score -1.107993e+07 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46834 members 
Mstep: Class 2 contains 63469 members 
Entering Unmasked Estep 
Score: -11081934.000000 Penalty: 3455.429688
	Iteration 6Q: 3 clusters Score -1.108193e+07 nChanged 5456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43516 members 
Mstep: Class 2 contains 66787 members 
Entering Unmasked Estep 
Score: -11084211.000000 Penalty: 3455.429688
	Iteration 7Q: 3 clusters Score -1.108421e+07 nChanged 5786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39364 members 
Mstep: Class 2 contains 70939 members 
Entering Unmasked Estep 
Score: -11087164.000000 Penalty: 3455.429688
	Iteration 8F: 3 clusters Score -1.108716e+07 nChanged 6019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34417 members 
Mstep: Class 2 contains 75886 members 
Entering Unmasked Estep 
Score: -11090537.000000 Penalty: 3455.429688
	Iteration 9F: 3 clusters Score -1.109054e+07 nChanged 6155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28876 members 
Mstep: Class 2 contains 81427 members 
Entering Unmasked Estep 
Score: -11094442.000000 Penalty: 3455.429688
	Iteration 10F: 3 clusters Score -1.109444e+07 nChanged 6169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 87314 members 
Entering Unmasked Estep 
Score: -11098780.000000 Penalty: 3455.429688
	Iteration 11F: 3 clusters Score -1.109878e+07 nChanged 5776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 92962 members 
Entering Unmasked Estep 
Score: -11103051.000000 Penalty: 3455.429688
	Iteration 12F: 3 clusters Score -1.110305e+07 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 97918 members 
Entering Unmasked Estep 
Score: -11107014.000000 Penalty: 3455.429688
	Iteration 13Q: 3 clusters Score -1.110701e+07 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 101789 members 
Entering Unmasked Estep 
Score: -11110116.000000 Penalty: 3455.429688
	Iteration 14Q: 3 clusters Score -1.111012e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 104596 members 
Entering Unmasked Estep 
Score: -11112206.000000 Penalty: 3455.429688
	Iteration 15Q: 3 clusters Score -1.111221e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 106507 members 
Entering Unmasked Estep 
Score: -11113554.000000 Penalty: 3455.429688
	Iteration 16Q: 3 clusters Score -1.111355e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 107840 members 
Entering Unmasked Estep 
Score: -11114488.000000 Penalty: 3455.429688
	Iteration 17Q: 3 clusters Score -1.111449e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 108637 members 
Entering Unmasked Estep 
Score: -11114956.000000 Penalty: 3455.429688
	Iteration 18Q: 3 clusters Score -1.111496e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 109077 members 
Entering Unmasked Estep 
Score: -11115245.000000 Penalty: 3455.429688
	Iteration 19Q: 3 clusters Score -1.111524e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 109348 members 
Entering Unmasked Estep 
Score: -11115459.000000 Penalty: 3455.429688
	Iteration 20F: 3 clusters Score -1.111546e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 109519 members 
Entering Unmasked Estep 
Score: -11115579.000000 Penalty: 3455.429688
	Iteration 21Q: 3 clusters Score -1.111558e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 109616 members 
Entering Unmasked Estep 
Score: -11115649.000000 Penalty: 3455.429688
	Iteration 22Q: 3 clusters Score -1.111565e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 109690 members 
Entering Unmasked Estep 
Score: -11115702.000000 Penalty: 3455.429688
	Iteration 23Q: 3 clusters Score -1.11157e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 109745 members 
Entering Unmasked Estep 
Score: -11115741.000000 Penalty: 3455.429688
	Iteration 24Q: 3 clusters Score -1.111574e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 109779 members 
Entering Unmasked Estep 
Score: -11115744.000000 Penalty: 3455.429688
	Iteration 25Q: 3 clusters Score -1.111574e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 109801 members 
Entering Unmasked Estep 
Score: -11115785.000000 Penalty: 3455.429688
	Iteration 26Q: 3 clusters Score -1.111578e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 109814 members 
Entering Unmasked Estep 
Score: -11115799.000000 Penalty: 3455.429688
	Iteration 27Q: 3 clusters Score -1.11158e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 109833 members 
Entering Unmasked Estep 
Score: -11115817.000000 Penalty: 3455.429688
	Iteration 28Q: 3 clusters Score -1.111582e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 109848 members 
Entering Unmasked Estep 
Score: -11115832.000000 Penalty: 3455.429688
	Iteration 29Q: 3 clusters Score -1.111583e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 109853 members 
Entering Unmasked Estep 
Score: -11115854.000000 Penalty: 3455.429688
	Iteration 30Q: 3 clusters Score -1.111585e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 109868 members 
Entering Unmasked Estep 
Score: -11115855.000000 Penalty: 3455.429688
	Iteration 31Q: 3 clusters Score -1.111586e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 109881 members 
Entering Unmasked Estep 
Score: -11115872.000000 Penalty: 3455.429688
	Iteration 32Q: 3 clusters Score -1.111587e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 109886 members 
Entering Unmasked Estep 
Score: -11115878.000000 Penalty: 3455.429688
	Iteration 33Q: 3 clusters Score -1.111588e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 109891 members 
Entering Unmasked Estep 
Score: -11115900.000000 Penalty: 3455.429688
	Iteration 34Q: 3 clusters Score -1.11159e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 109897 members 
Entering Unmasked Estep 
Score: -11115895.000000 Penalty: 3455.429688
	Iteration 35Q: 3 clusters Score -1.11159e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 109902 members 
Entering Unmasked Estep 
Score: -11115899.000000 Penalty: 3455.429688
	Iteration 36Q: 3 clusters Score -1.11159e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 109908 members 
Entering Unmasked Estep 
Score: -11115905.000000 Penalty: 3455.429688
	Iteration 37Q: 3 clusters Score -1.11159e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 109910 members 
Entering Unmasked Estep 
Score: -11115908.000000 Penalty: 3455.429688
	Iteration 38Q: 3 clusters Score -1.111591e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 109910 members 
Entering Unmasked Estep 
Score: -11115908.000000 Penalty: 3455.429688
	Iteration 39F: 3 clusters Score -1.111591e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (37668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37668 members 
Entering Unmasked Estep 
Score: -3882476.750000 Penalty: 1567.841064
	Iteration 0F: 2 clusters Score -3882477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -3858049.250000 Penalty: 3135.682129
	Iteration 0F: 3 clusters Score -3858049 nChanged 17034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -3867831.750000 Penalty: 3135.682129
	Iteration 1F: 3 clusters Score -3867832 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -3868743.750000 Penalty: 3135.682129
	Iteration 2F: 3 clusters Score -3868744 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 23367 members 
Entering Unmasked Estep 
Score: -3869866.250000 Penalty: 3135.682129
	Iteration 3F: 3 clusters Score -3869866 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 25252 members 
Entering Unmasked Estep 
Score: -3871275.000000 Penalty: 3135.682129
	Iteration 4F: 3 clusters Score -3871275 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
Score: -3873004.750000 Penalty: 3135.682129
	Iteration 5F: 3 clusters Score -3873005 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 29878 members 
Entering Unmasked Estep 
Score: -3874991.000000 Penalty: 3135.682129
	Iteration 6F: 3 clusters Score -3874991 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 32190 members 
Entering Unmasked Estep 
Score: -3877018.500000 Penalty: 3135.682129
	Iteration 7F: 3 clusters Score -3877018 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 34046 members 
Entering Unmasked Estep 
Score: -3878638.500000 Penalty: 3135.682129
	Iteration 8F: 3 clusters Score -3878638 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 35307 members 
Entering Unmasked Estep 
Score: -3879728.000000 Penalty: 3135.682129
	Iteration 9Q: 3 clusters Score -3879728 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 36085 members 
Entering Unmasked Estep 
Score: -3880365.750000 Penalty: 3135.682129
	Iteration 10Q: 3 clusters Score -3880366 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 36520 members 
Entering Unmasked Estep 
Score: -3880755.500000 Penalty: 3135.682129
	Iteration 11Q: 3 clusters Score -3880756 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 36761 members 
Entering Unmasked Estep 
Score: -3880974.500000 Penalty: 3135.682129
	Iteration 12Q: 3 clusters Score -3880974 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 36925 members 
Entering Unmasked Estep 
Score: -3881090.750000 Penalty: 3135.682129
	Iteration 13Q: 3 clusters Score -3881091 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 37016 members 
Entering Unmasked Estep 
Score: -3881177.250000 Penalty: 3135.682129
	Iteration 14Q: 3 clusters Score -3881177 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 37061 members 
Entering Unmasked Estep 
Score: -3881220.750000 Penalty: 3135.682129
	Iteration 15Q: 3 clusters Score -3881221 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 37094 members 
Entering Unmasked Estep 
Score: -3881245.750000 Penalty: 3135.682129
	Iteration 16Q: 3 clusters Score -3881246 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 37117 members 
Entering Unmasked Estep 
Score: -3881258.750000 Penalty: 3135.682129
	Iteration 17Q: 3 clusters Score -3881259 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 37129 members 
Entering Unmasked Estep 
Score: -3881271.750000 Penalty: 3135.682129
	Iteration 18Q: 3 clusters Score -3881272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 37143 members 
Entering Unmasked Estep 
Score: -3881285.000000 Penalty: 3135.682129
	Iteration 19Q: 3 clusters Score -3881285 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 37152 members 
Entering Unmasked Estep 
Score: -3881298.250000 Penalty: 3135.682129
	Iteration 20F: 3 clusters Score -3881298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 37162 members 
Entering Unmasked Estep 
Score: -3881307.500000 Penalty: 3135.682129
	Iteration 21Q: 3 clusters Score -3881308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 37167 members 
Entering Unmasked Estep 
Score: -3881307.500000 Penalty: 3135.682129
	Iteration 22Q: 3 clusters Score -3881308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 37173 members 
Entering Unmasked Estep 
Score: -3881316.750000 Penalty: 3135.682129
	Iteration 23Q: 3 clusters Score -3881317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 37180 members 
Entering Unmasked Estep 
Score: -3881324.750000 Penalty: 3135.682129
	Iteration 24Q: 3 clusters Score -3881325 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 37186 members 
Entering Unmasked Estep 
Score: -3881331.250000 Penalty: 3135.682129
	Iteration 25Q: 3 clusters Score -3881331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 37192 members 
Entering Unmasked Estep 
Score: -3881332.000000 Penalty: 3135.682129
	Iteration 26Q: 3 clusters Score -3881332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 37195 members 
Entering Unmasked Estep 
Score: -3881331.750000 Penalty: 3135.682129
	Iteration 27Q: 3 clusters Score -3881332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 37199 members 
Entering Unmasked Estep 
Score: -3881336.750000 Penalty: 3135.682129
	Iteration 28Q: 3 clusters Score -3881337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 37202 members 
Entering Unmasked Estep 
Score: -3881341.250000 Penalty: 3135.682129
	Iteration 29Q: 3 clusters Score -3881341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 37205 members 
Entering Unmasked Estep 
Score: -3881344.500000 Penalty: 3135.682129
	Iteration 30Q: 3 clusters Score -3881344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 37207 members 
Entering Unmasked Estep 
Score: -3881347.000000 Penalty: 3135.682129
	Iteration 31Q: 3 clusters Score -3881347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 37210 members 
Entering Unmasked Estep 
Score: -3881349.750000 Penalty: 3135.682129
	Iteration 32Q: 3 clusters Score -3881350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 37212 members 
Entering Unmasked Estep 
Score: -3881351.750000 Penalty: 3135.682129
	Iteration 33Q: 3 clusters Score -3881352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 37216 members 
Entering Unmasked Estep 
Score: -3881353.000000 Penalty: 3135.682129
	Iteration 34Q: 3 clusters Score -3881353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 37219 members 
Entering Unmasked Estep 
Score: -3881353.250000 Penalty: 3135.682129
	Iteration 35Q: 3 clusters Score -3881353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 37224 members 
Entering Unmasked Estep 
Score: -3881358.000000 Penalty: 3135.682129
	Iteration 36Q: 3 clusters Score -3881358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 37228 members 
Entering Unmasked Estep 
Score: -3881359.000000 Penalty: 3135.682129
	Iteration 37Q: 3 clusters Score -3881359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 37230 members 
Entering Unmasked Estep 
Score: -3881364.250000 Penalty: 3135.682129
	Iteration 38Q: 3 clusters Score -3881364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 37230 members 
Entering Unmasked Estep 
Score: -3881366.250000 Penalty: 3135.682129
	Iteration 39Q: 3 clusters Score -3881366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 37232 members 
Entering Unmasked Estep 
Score: -3881371.250000 Penalty: 3135.682129
	Iteration 40F: 3 clusters Score -3881371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 37233 members 
Entering Unmasked Estep 
Score: -3881369.500000 Penalty: 3135.682129
	Iteration 41Q: 3 clusters Score -3881370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 37234 members 
Entering Unmasked Estep 
Score: -3881366.500000 Penalty: 3135.682129
	Iteration 42Q: 3 clusters Score -3881366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 37237 members 
Entering Unmasked Estep 
Score: -3881374.000000 Penalty: 3135.682129
	Iteration 43Q: 3 clusters Score -3881374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 37238 members 
Entering Unmasked Estep 
Score: -3881379.500000 Penalty: 3135.682129
	Iteration 44Q: 3 clusters Score -3881380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 37238 members 
Entering Unmasked Estep 
Score: -3881379.500000 Penalty: 3135.682129
	Iteration 45F: 3 clusters Score -3881380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (37160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37160 members 
Entering Unmasked Estep 
Score: -3532757.250000 Penalty: 1565.820679
	Iteration 0F: 2 clusters Score -3532757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -3508630.500000 Penalty: 3131.641357
	Iteration 0F: 3 clusters Score -3508630 nChanged 16951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -3518101.000000 Penalty: 3131.641357
	Iteration 1F: 3 clusters Score -3518101 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -3518826.250000 Penalty: 3131.641357
	Iteration 2Q: 3 clusters Score -3518826 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -3519580.500000 Penalty: 3131.641357
	Iteration 3Q: 3 clusters Score -3519580 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -3520376.250000 Penalty: 3131.641357
	Iteration 4Q: 3 clusters Score -3520376 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -3521194.250000 Penalty: 3131.641357
	Iteration 5Q: 3 clusters Score -3521194 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -3522148.000000 Penalty: 3131.641357
	Iteration 6Q: 3 clusters Score -3522148 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 24338 members 
Entering Unmasked Estep 
Score: -3523240.500000 Penalty: 3131.641357
	Iteration 7F: 3 clusters Score -3523240 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 25798 members 
Entering Unmasked Estep 
Score: -3524407.250000 Penalty: 3131.641357
	Iteration 8Q: 3 clusters Score -3524407 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 27277 members 
Entering Unmasked Estep 
Score: -3525582.250000 Penalty: 3131.641357
	Iteration 9Q: 3 clusters Score -3525582 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 28741 members 
Entering Unmasked Estep 
Score: -3526716.750000 Penalty: 3131.641357
	Iteration 10Q: 3 clusters Score -3526717 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 29995 members 
Entering Unmasked Estep 
Score: -3527668.250000 Penalty: 3131.641357
	Iteration 11Q: 3 clusters Score -3527668 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 31082 members 
Entering Unmasked Estep 
Score: -3528442.250000 Penalty: 3131.641357
	Iteration 12Q: 3 clusters Score -3528442 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 32003 members 
Entering Unmasked Estep 
Score: -3529083.750000 Penalty: 3131.641357
	Iteration 13Q: 3 clusters Score -3529084 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 32802 members 
Entering Unmasked Estep 
Score: -3529625.500000 Penalty: 3131.641357
	Iteration 14Q: 3 clusters Score -3529626 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 33462 members 
Entering Unmasked Estep 
Score: -3530030.000000 Penalty: 3131.641357
	Iteration 15Q: 3 clusters Score -3530030 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 33987 members 
Entering Unmasked Estep 
Score: -3530339.500000 Penalty: 3131.641357
	Iteration 16Q: 3 clusters Score -3530340 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 34401 members 
Entering Unmasked Estep 
Score: -3530577.500000 Penalty: 3131.641357
	Iteration 17Q: 3 clusters Score -3530578 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
Score: -3530820.000000 Penalty: 3131.641357
	Iteration 18Q: 3 clusters Score -3530820 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 35047 members 
Entering Unmasked Estep 
Score: -3531031.500000 Penalty: 3131.641357
	Iteration 19Q: 3 clusters Score -3531032 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 35289 members 
Entering Unmasked Estep 
Score: -3531180.000000 Penalty: 3131.641357
	Iteration 20F: 3 clusters Score -3531180 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 35487 members 
Entering Unmasked Estep 
Score: -3531292.750000 Penalty: 3131.641357
	Iteration 21Q: 3 clusters Score -3531293 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 35642 members 
Entering Unmasked Estep 
Score: -3531372.750000 Penalty: 3131.641357
	Iteration 22Q: 3 clusters Score -3531373 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 35748 members 
Entering Unmasked Estep 
Score: -3531420.750000 Penalty: 3131.641357
	Iteration 23Q: 3 clusters Score -3531421 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 35847 members 
Entering Unmasked Estep 
Score: -3531474.000000 Penalty: 3131.641357
	Iteration 24Q: 3 clusters Score -3531474 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 35935 members 
Entering Unmasked Estep 
Score: -3531525.250000 Penalty: 3131.641357
	Iteration 25Q: 3 clusters Score -3531525 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 36006 members 
Entering Unmasked Estep 
Score: -3531559.000000 Penalty: 3131.641357
	Iteration 26Q: 3 clusters Score -3531559 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 36063 members 
Entering Unmasked Estep 
Score: -3531580.750000 Penalty: 3131.641357
	Iteration 27Q: 3 clusters Score -3531581 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 36112 members 
Entering Unmasked Estep 
Score: -3531608.500000 Penalty: 3131.641357
	Iteration 28Q: 3 clusters Score -3531608 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 36153 members 
Entering Unmasked Estep 
Score: -3531615.750000 Penalty: 3131.641357
	Iteration 29Q: 3 clusters Score -3531616 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 36186 members 
Entering Unmasked Estep 
Score: -3531632.750000 Penalty: 3131.641357
	Iteration 30Q: 3 clusters Score -3531633 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 36218 members 
Entering Unmasked Estep 
Score: -3531656.750000 Penalty: 3131.641357
	Iteration 31Q: 3 clusters Score -3531657 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 36243 members 
Entering Unmasked Estep 
Score: -3531673.000000 Penalty: 3131.641357
	Iteration 32Q: 3 clusters Score -3531673 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 36265 members 
Entering Unmasked Estep 
Score: -3531688.500000 Penalty: 3131.641357
	Iteration 33Q: 3 clusters Score -3531688 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 36285 members 
Entering Unmasked Estep 
Score: -3531699.500000 Penalty: 3131.641357
	Iteration 34Q: 3 clusters Score -3531700 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 36300 members 
Entering Unmasked Estep 
Score: -3531717.000000 Penalty: 3131.641357
	Iteration 35Q: 3 clusters Score -3531717 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 36316 members 
Entering Unmasked Estep 
Score: -3531725.750000 Penalty: 3131.641357
	Iteration 36Q: 3 clusters Score -3531726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 36329 members 
Entering Unmasked Estep 
Score: -3531736.000000 Penalty: 3131.641357
	Iteration 37Q: 3 clusters Score -3531736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 36336 members 
Entering Unmasked Estep 
Score: -3531743.750000 Penalty: 3131.641357
	Iteration 38Q: 3 clusters Score -3531744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 36339 members 
Entering Unmasked Estep 
Score: -3531751.000000 Penalty: 3131.641357
	Iteration 39Q: 3 clusters Score -3531751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 36341 members 
Entering Unmasked Estep 
Score: -3531753.500000 Penalty: 3131.641357
	Iteration 40F: 3 clusters Score -3531754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 36344 members 
Entering Unmasked Estep 
Score: -3531757.250000 Penalty: 3131.641357
	Iteration 41Q: 3 clusters Score -3531757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 36349 members 
Entering Unmasked Estep 
Score: -3531751.000000 Penalty: 3131.641357
	Iteration 42Q: 3 clusters Score -3531751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 36352 members 
Entering Unmasked Estep 
Score: -3531755.000000 Penalty: 3131.641357
	Iteration 43Q: 3 clusters Score -3531755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 36356 members 
Entering Unmasked Estep 
Score: -3531754.500000 Penalty: 3131.641357
	Iteration 44Q: 3 clusters Score -3531754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 36360 members 
Entering Unmasked Estep 
Score: -3531755.500000 Penalty: 3131.641357
	Iteration 45Q: 3 clusters Score -3531756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 36362 members 
Entering Unmasked Estep 
Score: -3531761.500000 Penalty: 3131.641357
	Iteration 46Q: 3 clusters Score -3531762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 36363 members 
Entering Unmasked Estep 
Score: -3531764.500000 Penalty: 3131.641357
	Iteration 47Q: 3 clusters Score -3531764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 36364 members 
Entering Unmasked Estep 
Score: -3531765.250000 Penalty: 3131.641357
	Iteration 48Q: 3 clusters Score -3531765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 36366 members 
Entering Unmasked Estep 
Score: -3531762.750000 Penalty: 3131.641357
	Iteration 49Q: 3 clusters Score -3531763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 36368 members 
Entering Unmasked Estep 
Score: -3531764.500000 Penalty: 3131.641357
	Iteration 50Q: 3 clusters Score -3531764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 36368 members 
Entering Unmasked Estep 
Score: -3531765.500000 Penalty: 3131.641357
	Iteration 51Q: 3 clusters Score -3531766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 36371 members 
Entering Unmasked Estep 
Score: -3531769.250000 Penalty: 3131.641357
	Iteration 52Q: 3 clusters Score -3531769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 36373 members 
Entering Unmasked Estep 
Score: -3531766.750000 Penalty: 3131.641357
	Iteration 53Q: 3 clusters Score -3531767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 36376 members 
Entering Unmasked Estep 
Score: -3531768.000000 Penalty: 3131.641357
	Iteration 54Q: 3 clusters Score -3531768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 36378 members 
Entering Unmasked Estep 
Score: -3531766.250000 Penalty: 3131.641357
	Iteration 55Q: 3 clusters Score -3531766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 36379 members 
Entering Unmasked Estep 
Score: -3531767.750000 Penalty: 3131.641357
	Iteration 56Q: 3 clusters Score -3531768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 36379 members 
Entering Unmasked Estep 
Score: -3531767.750000 Penalty: 3131.641357
	Iteration 57F: 3 clusters Score -3531768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Entering Unmasked Estep 
Score: -365651.718750 Penalty: 1227.342163
	Iteration 0F: 2 clusters Score -365651.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -362699.437500 Penalty: 2454.684326
	Iteration 0F: 3 clusters Score -362699.4 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -363556.843750 Penalty: 2454.684326
	Iteration 1F: 3 clusters Score -363556.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -363740.781250 Penalty: 2454.684326
	Iteration 2F: 3 clusters Score -363740.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -363852.156250 Penalty: 2454.684326
	Iteration 3Q: 3 clusters Score -363852.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -363914.218750 Penalty: 2454.684326
	Iteration 4Q: 3 clusters Score -363914.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -363956.906250 Penalty: 2454.684326
	Iteration 5Q: 3 clusters Score -363956.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -363998.281250 Penalty: 2454.684326
	Iteration 6Q: 3 clusters Score -363998.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -364039.125000 Penalty: 2454.684326
	Iteration 7Q: 3 clusters Score -364039.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -364069.250000 Penalty: 2454.684326
	Iteration 8Q: 3 clusters Score -364069.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -364093.843750 Penalty: 2454.684326
	Iteration 9Q: 3 clusters Score -364093.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -364117.875000 Penalty: 2454.684326
	Iteration 10Q: 3 clusters Score -364117.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -364133.375000 Penalty: 2454.684326
	Iteration 11Q: 3 clusters Score -364133.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -364145.312500 Penalty: 2454.684326
	Iteration 12Q: 3 clusters Score -364145.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -364155.031250 Penalty: 2454.684326
	Iteration 13Q: 3 clusters Score -364155 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -364164.187500 Penalty: 2454.684326
	Iteration 14Q: 3 clusters Score -364164.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -364171.687500 Penalty: 2454.684326
	Iteration 15Q: 3 clusters Score -364171.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -364178.906250 Penalty: 2454.684326
	Iteration 16Q: 3 clusters Score -364178.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -364184.000000 Penalty: 2454.684326
	Iteration 17Q: 3 clusters Score -364184 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -364189.843750 Penalty: 2454.684326
	Iteration 18Q: 3 clusters Score -364189.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -364196.187500 Penalty: 2454.684326
	Iteration 19Q: 3 clusters Score -364196.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -364199.312500 Penalty: 2454.684326
	Iteration 20F: 3 clusters Score -364199.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -364202.812500 Penalty: 2454.684326
	Iteration 21Q: 3 clusters Score -364202.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -364210.156250 Penalty: 2454.684326
	Iteration 22Q: 3 clusters Score -364210.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -364215.750000 Penalty: 2454.684326
	Iteration 23Q: 3 clusters Score -364215.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -364221.843750 Penalty: 2454.684326
	Iteration 24Q: 3 clusters Score -364221.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -364229.687500 Penalty: 2454.684326
	Iteration 25Q: 3 clusters Score -364229.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -364235.781250 Penalty: 2454.684326
	Iteration 26Q: 3 clusters Score -364235.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -364241.437500 Penalty: 2454.684326
	Iteration 27Q: 3 clusters Score -364241.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -364247.093750 Penalty: 2454.684326
	Iteration 28Q: 3 clusters Score -364247.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -364250.156250 Penalty: 2454.684326
	Iteration 29Q: 3 clusters Score -364250.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -364256.531250 Penalty: 2454.684326
	Iteration 30Q: 3 clusters Score -364256.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -364262.375000 Penalty: 2454.684326
	Iteration 31Q: 3 clusters Score -364262.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -364271.593750 Penalty: 2454.684326
	Iteration 32Q: 3 clusters Score -364271.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -364279.156250 Penalty: 2454.684326
	Iteration 33Q: 3 clusters Score -364279.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -364284.937500 Penalty: 2454.684326
	Iteration 34Q: 3 clusters Score -364284.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -364288.968750 Penalty: 2454.684326
	Iteration 35Q: 3 clusters Score -364289 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -364292.625000 Penalty: 2454.684326
	Iteration 36Q: 3 clusters Score -364292.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -364297.250000 Penalty: 2454.684326
	Iteration 37Q: 3 clusters Score -364297.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -364302.250000 Penalty: 2454.684326
	Iteration 38Q: 3 clusters Score -364302.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -364304.125000 Penalty: 2454.684326
	Iteration 39Q: 3 clusters Score -364304.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -364306.250000 Penalty: 2454.684326
	Iteration 40F: 3 clusters Score -364306.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -364307.875000 Penalty: 2454.684326
	Iteration 41Q: 3 clusters Score -364307.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -364309.750000 Penalty: 2454.684326
	Iteration 42Q: 3 clusters Score -364309.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -364311.031250 Penalty: 2454.684326
	Iteration 43Q: 3 clusters Score -364311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -364312.500000 Penalty: 2454.684326
	Iteration 44Q: 3 clusters Score -364312.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -364313.218750 Penalty: 2454.684326
	Iteration 45Q: 3 clusters Score -364313.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -364313.875000 Penalty: 2454.684326
	Iteration 46Q: 3 clusters Score -364313.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -364313.875000 Penalty: 2454.684326
	Iteration 47Q: 3 clusters Score -364313.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -364315.375000 Penalty: 2454.684326
	Iteration 48Q: 3 clusters Score -364315.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -364316.437500 Penalty: 2454.684326
	Iteration 49Q: 3 clusters Score -364316.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -364317.812500 Penalty: 2454.684326
	Iteration 50Q: 3 clusters Score -364317.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -364319.312500 Penalty: 2454.684326
	Iteration 51Q: 3 clusters Score -364319.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -364320.750000 Penalty: 2454.684326
	Iteration 52Q: 3 clusters Score -364320.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -364321.312500 Penalty: 2454.684326
	Iteration 53Q: 3 clusters Score -364321.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -364321.593750 Penalty: 2454.684326
	Iteration 54Q: 3 clusters Score -364321.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -364323.375000 Penalty: 2454.684326
	Iteration 55Q: 3 clusters Score -364323.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -364324.875000 Penalty: 2454.684326
	Iteration 56Q: 3 clusters Score -364324.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -364325.093750 Penalty: 2454.684326
	Iteration 57Q: 3 clusters Score -364325.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -364325.531250 Penalty: 2454.684326
	Iteration 58Q: 3 clusters Score -364325.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -364325.875000 Penalty: 2454.684326
	Iteration 59Q: 3 clusters Score -364325.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -364325.375000 Penalty: 2454.684326
	Iteration 60F: 3 clusters Score -364325.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -364327.625000 Penalty: 2454.684326
	Iteration 61Q: 3 clusters Score -364327.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -364328.062500 Penalty: 2454.684326
	Iteration 62Q: 3 clusters Score -364328.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -364328.406250 Penalty: 2454.684326
	Iteration 63Q: 3 clusters Score -364328.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -364328.687500 Penalty: 2454.684326
	Iteration 64Q: 3 clusters Score -364328.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -364330.000000 Penalty: 2454.684326
	Iteration 65Q: 3 clusters Score -364330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -364330.000000 Penalty: 2454.684326
	Iteration 66F: 3 clusters Score -364330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Entering Unmasked Estep 
Score: -1088282.250000 Penalty: 1376.019531
	Iteration 0F: 2 clusters Score -1088282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1081299.750000 Penalty: 2752.039062
	Iteration 0F: 3 clusters Score -1081300 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1083604.375000 Penalty: 2752.039062
	Iteration 1F: 3 clusters Score -1083604 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1083908.375000 Penalty: 2752.039062
	Iteration 2F: 3 clusters Score -1083908 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1084083.000000 Penalty: 2752.039062
	Iteration 3Q: 3 clusters Score -1084083 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1084197.500000 Penalty: 2752.039062
	Iteration 4Q: 3 clusters Score -1084198 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1084287.125000 Penalty: 2752.039062
	Iteration 5Q: 3 clusters Score -1084287 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1084354.875000 Penalty: 2752.039062
	Iteration 6Q: 3 clusters Score -1084355 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1084428.250000 Penalty: 2752.039062
	Iteration 7Q: 3 clusters Score -1084428 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1084490.750000 Penalty: 2752.039062
	Iteration 8Q: 3 clusters Score -1084491 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1084542.875000 Penalty: 2752.039062
	Iteration 9Q: 3 clusters Score -1084543 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1084594.750000 Penalty: 2752.039062
	Iteration 10Q: 3 clusters Score -1084595 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1084641.250000 Penalty: 2752.039062
	Iteration 11Q: 3 clusters Score -1084641 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1084679.500000 Penalty: 2752.039062
	Iteration 12Q: 3 clusters Score -1084680 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1084719.375000 Penalty: 2752.039062
	Iteration 13Q: 3 clusters Score -1084719 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1084760.625000 Penalty: 2752.039062
	Iteration 14Q: 3 clusters Score -1084761 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1084802.000000 Penalty: 2752.039062
	Iteration 15Q: 3 clusters Score -1084802 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1084850.625000 Penalty: 2752.039062
	Iteration 16Q: 3 clusters Score -1084851 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1084911.750000 Penalty: 2752.039062
	Iteration 17Q: 3 clusters Score -1084912 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1084995.375000 Penalty: 2752.039062
	Iteration 18Q: 3 clusters Score -1084995 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1085106.500000 Penalty: 2752.039062
	Iteration 19Q: 3 clusters Score -1085106 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1085226.875000 Penalty: 2752.039062
	Iteration 20F: 3 clusters Score -1085227 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1085381.375000 Penalty: 2752.039062
	Iteration 21Q: 3 clusters Score -1085381 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1085557.875000 Penalty: 2752.039062
	Iteration 22Q: 3 clusters Score -1085558 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1085776.750000 Penalty: 2752.039062
	Iteration 23Q: 3 clusters Score -1085777 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1086012.625000 Penalty: 2752.039062
	Iteration 24Q: 3 clusters Score -1086013 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1086239.000000 Penalty: 2752.039062
	Iteration 25Q: 3 clusters Score -1086239 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1086468.000000 Penalty: 2752.039062
	Iteration 26Q: 3 clusters Score -1086468 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1086660.750000 Penalty: 2752.039062
	Iteration 27Q: 3 clusters Score -1086661 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1086837.875000 Penalty: 2752.039062
	Iteration 28Q: 3 clusters Score -1086838 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1086971.500000 Penalty: 2752.039062
	Iteration 29Q: 3 clusters Score -1086972 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1087075.625000 Penalty: 2752.039062
	Iteration 30Q: 3 clusters Score -1087076 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1087153.625000 Penalty: 2752.039062
	Iteration 31Q: 3 clusters Score -1087154 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1087201.875000 Penalty: 2752.039062
	Iteration 32Q: 3 clusters Score -1087202 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1087227.000000 Penalty: 2752.039062
	Iteration 33Q: 3 clusters Score -1087227 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1087247.125000 Penalty: 2752.039062
	Iteration 34Q: 3 clusters Score -1087247 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1087259.250000 Penalty: 2752.039062
	Iteration 35Q: 3 clusters Score -1087259 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1087272.500000 Penalty: 2752.039062
	Iteration 36Q: 3 clusters Score -1087272 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1087285.250000 Penalty: 2752.039062
	Iteration 37Q: 3 clusters Score -1087285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1087291.625000 Penalty: 2752.039062
	Iteration 38Q: 3 clusters Score -1087292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1087297.750000 Penalty: 2752.039062
	Iteration 39Q: 3 clusters Score -1087298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1087306.125000 Penalty: 2752.039062
	Iteration 40F: 3 clusters Score -1087306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1087312.375000 Penalty: 2752.039062
	Iteration 41Q: 3 clusters Score -1087312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1087319.250000 Penalty: 2752.039062
	Iteration 42Q: 3 clusters Score -1087319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1087328.125000 Penalty: 2752.039062
	Iteration 43Q: 3 clusters Score -1087328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1087334.375000 Penalty: 2752.039062
	Iteration 44Q: 3 clusters Score -1087334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1087345.125000 Penalty: 2752.039062
	Iteration 45Q: 3 clusters Score -1087345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1087352.625000 Penalty: 2752.039062
	Iteration 46Q: 3 clusters Score -1087353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1087359.000000 Penalty: 2752.039062
	Iteration 47Q: 3 clusters Score -1087359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1087371.250000 Penalty: 2752.039062
	Iteration 48Q: 3 clusters Score -1087371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1087373.250000 Penalty: 2752.039062
	Iteration 49Q: 3 clusters Score -1087373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1087370.750000 Penalty: 2752.039062
	Iteration 50Q: 3 clusters Score -1087371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1087374.875000 Penalty: 2752.039062
	Iteration 51Q: 3 clusters Score -1087375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1087382.750000 Penalty: 2752.039062
	Iteration 52Q: 3 clusters Score -1087383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1087383.625000 Penalty: 2752.039062
	Iteration 53Q: 3 clusters Score -1087384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1087383.625000 Penalty: 2752.039062
	Iteration 54Q: 3 clusters Score -1087384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1087385.125000 Penalty: 2752.039062
	Iteration 55Q: 3 clusters Score -1087385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1087385.125000 Penalty: 2752.039062
	Iteration 56F: 3 clusters Score -1087385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Entering Unmasked Estep 
Score: -1206049.125000 Penalty: 1397.764526
	Iteration 0F: 2 clusters Score -1206049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1198068.625000 Penalty: 2795.529053
	Iteration 0F: 3 clusters Score -1198069 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1200732.500000 Penalty: 2795.529053
	Iteration 1F: 3 clusters Score -1200732 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1201134.250000 Penalty: 2795.529053
	Iteration 2F: 3 clusters Score -1201134 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1201431.875000 Penalty: 2795.529053
	Iteration 3F: 3 clusters Score -1201432 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1201692.500000 Penalty: 2795.529053
	Iteration 4Q: 3 clusters Score -1201692 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1201907.500000 Penalty: 2795.529053
	Iteration 5Q: 3 clusters Score -1201908 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1202133.625000 Penalty: 2795.529053
	Iteration 6Q: 3 clusters Score -1202134 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1202380.125000 Penalty: 2795.529053
	Iteration 7Q: 3 clusters Score -1202380 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1202672.000000 Penalty: 2795.529053
	Iteration 8Q: 3 clusters Score -1202672 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1202999.875000 Penalty: 2795.529053
	Iteration 9Q: 3 clusters Score -1203000 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1203355.500000 Penalty: 2795.529053
	Iteration 10Q: 3 clusters Score -1203356 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1203699.500000 Penalty: 2795.529053
	Iteration 11Q: 3 clusters Score -1203700 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1203976.625000 Penalty: 2795.529053
	Iteration 12Q: 3 clusters Score -1203977 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1204191.000000 Penalty: 2795.529053
	Iteration 13Q: 3 clusters Score -1204191 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1204371.000000 Penalty: 2795.529053
	Iteration 14Q: 3 clusters Score -1204371 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1204510.375000 Penalty: 2795.529053
	Iteration 15Q: 3 clusters Score -1204510 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1204604.500000 Penalty: 2795.529053
	Iteration 16Q: 3 clusters Score -1204604 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1204669.750000 Penalty: 2795.529053
	Iteration 17Q: 3 clusters Score -1204670 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1204716.250000 Penalty: 2795.529053
	Iteration 18Q: 3 clusters Score -1204716 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1204754.250000 Penalty: 2795.529053
	Iteration 19Q: 3 clusters Score -1204754 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1204782.625000 Penalty: 2795.529053
	Iteration 20F: 3 clusters Score -1204783 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1204802.875000 Penalty: 2795.529053
	Iteration 21Q: 3 clusters Score -1204803 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1204819.250000 Penalty: 2795.529053
	Iteration 22Q: 3 clusters Score -1204819 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1204832.750000 Penalty: 2795.529053
	Iteration 23Q: 3 clusters Score -1204833 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1204843.750000 Penalty: 2795.529053
	Iteration 24Q: 3 clusters Score -1204844 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1204852.750000 Penalty: 2795.529053
	Iteration 25Q: 3 clusters Score -1204853 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1204852.250000 Penalty: 2795.529053
	Iteration 26Q: 3 clusters Score -1204852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1204860.250000 Penalty: 2795.529053
	Iteration 27Q: 3 clusters Score -1204860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1204862.875000 Penalty: 2795.529053
	Iteration 28Q: 3 clusters Score -1204863 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1204870.125000 Penalty: 2795.529053
	Iteration 29Q: 3 clusters Score -1204870 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1204876.000000 Penalty: 2795.529053
	Iteration 30Q: 3 clusters Score -1204876 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1204880.125000 Penalty: 2795.529053
	Iteration 31Q: 3 clusters Score -1204880 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1204888.250000 Penalty: 2795.529053
	Iteration 32Q: 3 clusters Score -1204888 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1204896.125000 Penalty: 2795.529053
	Iteration 33Q: 3 clusters Score -1204896 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1204905.250000 Penalty: 2795.529053
	Iteration 34Q: 3 clusters Score -1204905 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1204911.500000 Penalty: 2795.529053
	Iteration 35Q: 3 clusters Score -1204912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1204915.000000 Penalty: 2795.529053
	Iteration 36Q: 3 clusters Score -1204915 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1204920.375000 Penalty: 2795.529053
	Iteration 37Q: 3 clusters Score -1204920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1204927.000000 Penalty: 2795.529053
	Iteration 38Q: 3 clusters Score -1204927 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1204932.500000 Penalty: 2795.529053
	Iteration 39Q: 3 clusters Score -1204932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1204940.500000 Penalty: 2795.529053
	Iteration 40F: 3 clusters Score -1204940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1204943.500000 Penalty: 2795.529053
	Iteration 41Q: 3 clusters Score -1204944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1204946.250000 Penalty: 2795.529053
	Iteration 42Q: 3 clusters Score -1204946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1204947.625000 Penalty: 2795.529053
	Iteration 43Q: 3 clusters Score -1204948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1204950.625000 Penalty: 2795.529053
	Iteration 44Q: 3 clusters Score -1204951 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1204953.375000 Penalty: 2795.529053
	Iteration 45Q: 3 clusters Score -1204953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1204956.625000 Penalty: 2795.529053
	Iteration 46Q: 3 clusters Score -1204957 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1204959.875000 Penalty: 2795.529053
	Iteration 47Q: 3 clusters Score -1204960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1204961.375000 Penalty: 2795.529053
	Iteration 48Q: 3 clusters Score -1204961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1204969.750000 Penalty: 2795.529053
	Iteration 49Q: 3 clusters Score -1204970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1204968.250000 Penalty: 2795.529053
	Iteration 50Q: 3 clusters Score -1204968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1204968.250000 Penalty: 2795.529053
	Iteration 51Q: 3 clusters Score -1204968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1204968.250000 Penalty: 2795.529053
	Iteration 52F: 3 clusters Score -1204968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Entering Unmasked Estep 
Score: -678015.000000 Penalty: 1320.163574
	Iteration 0F: 2 clusters Score -678015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -673012.250000 Penalty: 2640.327148
	Iteration 0F: 3 clusters Score -673012.2 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -674582.875000 Penalty: 2640.327148
	Iteration 1F: 3 clusters Score -674582.9 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -674867.750000 Penalty: 2640.327148
	Iteration 2F: 3 clusters Score -674867.8 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -675113.250000 Penalty: 2640.327148
	Iteration 3F: 3 clusters Score -675113.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -675329.000000 Penalty: 2640.327148
	Iteration 4Q: 3 clusters Score -675329 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -675531.187500 Penalty: 2640.327148
	Iteration 5Q: 3 clusters Score -675531.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -675758.562500 Penalty: 2640.327148
	Iteration 6Q: 3 clusters Score -675758.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -676016.625000 Penalty: 2640.327148
	Iteration 7Q: 3 clusters Score -676016.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -676295.437500 Penalty: 2640.327148
	Iteration 8Q: 3 clusters Score -676295.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -676546.500000 Penalty: 2640.327148
	Iteration 9Q: 3 clusters Score -676546.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -676765.875000 Penalty: 2640.327148
	Iteration 10Q: 3 clusters Score -676765.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -676924.437500 Penalty: 2640.327148
	Iteration 11Q: 3 clusters Score -676924.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -677035.312500 Penalty: 2640.327148
	Iteration 12Q: 3 clusters Score -677035.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -677111.125000 Penalty: 2640.327148
	Iteration 13Q: 3 clusters Score -677111.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -677182.375000 Penalty: 2640.327148
	Iteration 14Q: 3 clusters Score -677182.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -677247.000000 Penalty: 2640.327148
	Iteration 15Q: 3 clusters Score -677247 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -677319.500000 Penalty: 2640.327148
	Iteration 16Q: 3 clusters Score -677319.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -677410.562500 Penalty: 2640.327148
	Iteration 17Q: 3 clusters Score -677410.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -677497.000000 Penalty: 2640.327148
	Iteration 18Q: 3 clusters Score -677497 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -677542.562500 Penalty: 2640.327148
	Iteration 19Q: 3 clusters Score -677542.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -677575.750000 Penalty: 2640.327148
	Iteration 20F: 3 clusters Score -677575.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -677603.437500 Penalty: 2640.327148
	Iteration 21Q: 3 clusters Score -677603.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -677627.687500 Penalty: 2640.327148
	Iteration 22Q: 3 clusters Score -677627.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -677646.437500 Penalty: 2640.327148
	Iteration 23Q: 3 clusters Score -677646.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -677658.000000 Penalty: 2640.327148
	Iteration 24Q: 3 clusters Score -677658 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -677669.250000 Penalty: 2640.327148
	Iteration 25Q: 3 clusters Score -677669.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -677679.437500 Penalty: 2640.327148
	Iteration 26Q: 3 clusters Score -677679.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -677686.437500 Penalty: 2640.327148
	Iteration 27Q: 3 clusters Score -677686.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -677690.250000 Penalty: 2640.327148
	Iteration 28Q: 3 clusters Score -677690.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -677693.937500 Penalty: 2640.327148
	Iteration 29Q: 3 clusters Score -677693.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -677693.750000 Penalty: 2640.327148
	Iteration 30Q: 3 clusters Score -677693.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -677696.062500 Penalty: 2640.327148
	Iteration 31Q: 3 clusters Score -677696.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -677699.562500 Penalty: 2640.327148
	Iteration 32Q: 3 clusters Score -677699.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -677700.687500 Penalty: 2640.327148
	Iteration 33Q: 3 clusters Score -677700.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -677699.562500 Penalty: 2640.327148
	Iteration 34Q: 3 clusters Score -677699.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -677700.625000 Penalty: 2640.327148
	Iteration 35Q: 3 clusters Score -677700.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -677698.875000 Penalty: 2640.327148
	Iteration 36Q: 3 clusters Score -677698.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -677698.875000 Penalty: 2640.327148
	Iteration 37F: 3 clusters Score -677698.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (24331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Entering Unmasked Estep 
Score: -2380757.750000 Penalty: 1502.806641
	Iteration 0F: 2 clusters Score -2380758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -2365065.000000 Penalty: 3005.613281
	Iteration 0F: 3 clusters Score -2365065 nChanged 10705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -2371049.750000 Penalty: 3005.613281
	Iteration 1F: 3 clusters Score -2371050 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -2371756.250000 Penalty: 3005.613281
	Iteration 2F: 3 clusters Score -2371756 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -2372385.000000 Penalty: 3005.613281
	Iteration 3F: 3 clusters Score -2372385 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -2372999.000000 Penalty: 3005.613281
	Iteration 4F: 3 clusters Score -2372999 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -2373588.000000 Penalty: 3005.613281
	Iteration 5Q: 3 clusters Score -2373588 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -2374108.500000 Penalty: 3005.613281
	Iteration 6Q: 3 clusters Score -2374108 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -2374567.500000 Penalty: 3005.613281
	Iteration 7Q: 3 clusters Score -2374568 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -2375002.000000 Penalty: 3005.613281
	Iteration 8Q: 3 clusters Score -2375002 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -2375439.750000 Penalty: 3005.613281
	Iteration 9Q: 3 clusters Score -2375440 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -2375922.250000 Penalty: 3005.613281
	Iteration 10Q: 3 clusters Score -2375922 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -2376430.750000 Penalty: 3005.613281
	Iteration 11Q: 3 clusters Score -2376431 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -2376962.500000 Penalty: 3005.613281
	Iteration 12Q: 3 clusters Score -2376962 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -2377444.500000 Penalty: 3005.613281
	Iteration 13Q: 3 clusters Score -2377444 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -2377841.750000 Penalty: 3005.613281
	Iteration 14Q: 3 clusters Score -2377842 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -2378152.000000 Penalty: 3005.613281
	Iteration 15Q: 3 clusters Score -2378152 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -2378416.000000 Penalty: 3005.613281
	Iteration 16Q: 3 clusters Score -2378416 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -2378651.000000 Penalty: 3005.613281
	Iteration 17Q: 3 clusters Score -2378651 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -2378843.500000 Penalty: 3005.613281
	Iteration 18Q: 3 clusters Score -2378844 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -2378992.750000 Penalty: 3005.613281
	Iteration 19Q: 3 clusters Score -2378993 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -2379127.250000 Penalty: 3005.613281
	Iteration 20F: 3 clusters Score -2379127 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -2379232.000000 Penalty: 3005.613281
	Iteration 21Q: 3 clusters Score -2379232 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -2379293.250000 Penalty: 3005.613281
	Iteration 22Q: 3 clusters Score -2379293 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -2379339.750000 Penalty: 3005.613281
	Iteration 23Q: 3 clusters Score -2379340 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -2379376.500000 Penalty: 3005.613281
	Iteration 24Q: 3 clusters Score -2379376 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -2379409.750000 Penalty: 3005.613281
	Iteration 25Q: 3 clusters Score -2379410 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -2379424.250000 Penalty: 3005.613281
	Iteration 26Q: 3 clusters Score -2379424 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -2379461.500000 Penalty: 3005.613281
	Iteration 27Q: 3 clusters Score -2379462 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -2379455.500000 Penalty: 3005.613281
	Iteration 28Q: 3 clusters Score -2379456 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -2379473.250000 Penalty: 3005.613281
	Iteration 29Q: 3 clusters Score -2379473 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -2379478.000000 Penalty: 3005.613281
	Iteration 30Q: 3 clusters Score -2379478 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -2379483.500000 Penalty: 3005.613281
	Iteration 31Q: 3 clusters Score -2379484 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -2379493.750000 Penalty: 3005.613281
	Iteration 32Q: 3 clusters Score -2379494 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -2379495.000000 Penalty: 3005.613281
	Iteration 33Q: 3 clusters Score -2379495 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -2379503.500000 Penalty: 3005.613281
	Iteration 34Q: 3 clusters Score -2379504 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -2379511.250000 Penalty: 3005.613281
	Iteration 35Q: 3 clusters Score -2379511 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -2379516.000000 Penalty: 3005.613281
	Iteration 36Q: 3 clusters Score -2379516 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -2379516.000000 Penalty: 3005.613281
	Iteration 37Q: 3 clusters Score -2379516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -2379517.250000 Penalty: 3005.613281
	Iteration 38Q: 3 clusters Score -2379517 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -2379515.750000 Penalty: 3005.613281
	Iteration 39Q: 3 clusters Score -2379516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -2379521.500000 Penalty: 3005.613281
	Iteration 40F: 3 clusters Score -2379522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -2379517.250000 Penalty: 3005.613281
	Iteration 41Q: 3 clusters Score -2379517 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -2379510.750000 Penalty: 3005.613281
	Iteration 42Q: 3 clusters Score -2379511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -2379508.250000 Penalty: 3005.613281
	Iteration 43Q: 3 clusters Score -2379508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -2379512.250000 Penalty: 3005.613281
	Iteration 44Q: 3 clusters Score -2379512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -2379513.750000 Penalty: 3005.613281
	Iteration 45Q: 3 clusters Score -2379514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -2379514.000000 Penalty: 3005.613281
	Iteration 46Q: 3 clusters Score -2379514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -2379518.750000 Penalty: 3005.613281
	Iteration 47Q: 3 clusters Score -2379519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -2379524.000000 Penalty: 3005.613281
	Iteration 48Q: 3 clusters Score -2379524 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -2379525.000000 Penalty: 3005.613281
	Iteration 49Q: 3 clusters Score -2379525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -2379523.250000 Penalty: 3005.613281
	Iteration 50Q: 3 clusters Score -2379523 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -2379524.000000 Penalty: 3005.613281
	Iteration 51Q: 3 clusters Score -2379524 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -2379523.500000 Penalty: 3005.613281
	Iteration 52Q: 3 clusters Score -2379524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -2379525.000000 Penalty: 3005.613281
	Iteration 53Q: 3 clusters Score -2379525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -2379528.500000 Penalty: 3005.613281
	Iteration 54Q: 3 clusters Score -2379528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -2379530.750000 Penalty: 3005.613281
	Iteration 55Q: 3 clusters Score -2379531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -2379526.750000 Penalty: 3005.613281
	Iteration 56Q: 3 clusters Score -2379527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -2379526.750000 Penalty: 3005.613281
	Iteration 57Q: 3 clusters Score -2379527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -2379526.250000 Penalty: 3005.613281
	Iteration 58Q: 3 clusters Score -2379526 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -2379526.250000 Penalty: 3005.613281
	Iteration 59Q: 3 clusters Score -2379526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -2379530.250000 Penalty: 3005.613281
	Iteration 60F: 3 clusters Score -2379530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -2379533.250000 Penalty: 3005.613281
	Iteration 61Q: 3 clusters Score -2379533 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -2379527.500000 Penalty: 3005.613281
	Iteration 62Q: 3 clusters Score -2379528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -2379527.500000 Penalty: 3005.613281
	Iteration 63Q: 3 clusters Score -2379528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -2379535.000000 Penalty: 3005.613281
	Iteration 64Q: 3 clusters Score -2379535 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -2379532.750000 Penalty: 3005.613281
	Iteration 65Q: 3 clusters Score -2379533 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -2379535.250000 Penalty: 3005.613281
	Iteration 66Q: 3 clusters Score -2379535 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -2379540.500000 Penalty: 3005.613281
	Iteration 67Q: 3 clusters Score -2379540 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -2379536.750000 Penalty: 3005.613281
	Iteration 68Q: 3 clusters Score -2379537 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -2379536.500000 Penalty: 3005.613281
	Iteration 69Q: 3 clusters Score -2379536 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -2379537.000000 Penalty: 3005.613281
	Iteration 70Q: 3 clusters Score -2379537 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -2379540.500000 Penalty: 3005.613281
	Iteration 71Q: 3 clusters Score -2379540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -2379542.250000 Penalty: 3005.613281
	Iteration 72Q: 3 clusters Score -2379542 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -2379550.500000 Penalty: 3005.613281
	Iteration 73Q: 3 clusters Score -2379550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -2379549.750000 Penalty: 3005.613281
	Iteration 74Q: 3 clusters Score -2379550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -2379551.750000 Penalty: 3005.613281
	Iteration 75Q: 3 clusters Score -2379552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -2379551.750000 Penalty: 3005.613281
	Iteration 76Q: 3 clusters Score -2379552 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -2379544.500000 Penalty: 3005.613281
	Iteration 77Q: 3 clusters Score -2379544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -2379546.000000 Penalty: 3005.613281
	Iteration 78Q: 3 clusters Score -2379546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -2379546.250000 Penalty: 3005.613281
	Iteration 79Q: 3 clusters Score -2379546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -2379547.000000 Penalty: 3005.613281
	Iteration 80F: 3 clusters Score -2379547 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -2379555.500000 Penalty: 3005.613281
	Iteration 81Q: 3 clusters Score -2379556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -2379553.000000 Penalty: 3005.613281
	Iteration 82Q: 3 clusters Score -2379553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -2379551.000000 Penalty: 3005.613281
	Iteration 83Q: 3 clusters Score -2379551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -2379549.500000 Penalty: 3005.613281
	Iteration 84Q: 3 clusters Score -2379550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -2379554.000000 Penalty: 3005.613281
	Iteration 85Q: 3 clusters Score -2379554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -2379558.500000 Penalty: 3005.613281
	Iteration 86Q: 3 clusters Score -2379558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -2379559.500000 Penalty: 3005.613281
	Iteration 87Q: 3 clusters Score -2379560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -2379558.750000 Penalty: 3005.613281
	Iteration 88Q: 3 clusters Score -2379559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -2379557.250000 Penalty: 3005.613281
	Iteration 89Q: 3 clusters Score -2379557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -2379557.750000 Penalty: 3005.613281
	Iteration 90Q: 3 clusters Score -2379558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -2379555.500000 Penalty: 3005.613281
	Iteration 91Q: 3 clusters Score -2379556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -2379554.500000 Penalty: 3005.613281
	Iteration 92Q: 3 clusters Score -2379554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -2379552.000000 Penalty: 3005.613281
	Iteration 93Q: 3 clusters Score -2379552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -2379554.500000 Penalty: 3005.613281
	Iteration 94Q: 3 clusters Score -2379554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -2379558.250000 Penalty: 3005.613281
	Iteration 95Q: 3 clusters Score -2379558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -2379559.000000 Penalty: 3005.613281
	Iteration 96Q: 3 clusters Score -2379559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -2379560.500000 Penalty: 3005.613281
	Iteration 97Q: 3 clusters Score -2379560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -2379560.250000 Penalty: 3005.613281
	Iteration 98Q: 3 clusters Score -2379560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -2379561.000000 Penalty: 3005.613281
	Iteration 99Q: 3 clusters Score -2379561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -2379561.000000 Penalty: 3005.613281
	Iteration 100F: 3 clusters Score -2379561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Entering Unmasked Estep 
Score: -418472.500000 Penalty: 1234.563232
	Iteration 0F: 2 clusters Score -418472.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -415359.687500 Penalty: 2469.126465
	Iteration 0F: 3 clusters Score -415359.7 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -416213.562500 Penalty: 2469.126465
	Iteration 1F: 3 clusters Score -416213.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -416395.218750 Penalty: 2469.126465
	Iteration 2F: 3 clusters Score -416395.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -416497.875000 Penalty: 2469.126465
	Iteration 3Q: 3 clusters Score -416497.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -416573.343750 Penalty: 2469.126465
	Iteration 4Q: 3 clusters Score -416573.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -416617.593750 Penalty: 2469.126465
	Iteration 5Q: 3 clusters Score -416617.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -416653.968750 Penalty: 2469.126465
	Iteration 6Q: 3 clusters Score -416654 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -416683.187500 Penalty: 2469.126465
	Iteration 7Q: 3 clusters Score -416683.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -416709.125000 Penalty: 2469.126465
	Iteration 8Q: 3 clusters Score -416709.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -416732.406250 Penalty: 2469.126465
	Iteration 9Q: 3 clusters Score -416732.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -416753.781250 Penalty: 2469.126465
	Iteration 10Q: 3 clusters Score -416753.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -416773.250000 Penalty: 2469.126465
	Iteration 11Q: 3 clusters Score -416773.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -416789.281250 Penalty: 2469.126465
	Iteration 12Q: 3 clusters Score -416789.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -416799.843750 Penalty: 2469.126465
	Iteration 13Q: 3 clusters Score -416799.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -416808.625000 Penalty: 2469.126465
	Iteration 14Q: 3 clusters Score -416808.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -416815.375000 Penalty: 2469.126465
	Iteration 15Q: 3 clusters Score -416815.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -416821.687500 Penalty: 2469.126465
	Iteration 16Q: 3 clusters Score -416821.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -416828.437500 Penalty: 2469.126465
	Iteration 17Q: 3 clusters Score -416828.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -416837.031250 Penalty: 2469.126465
	Iteration 18Q: 3 clusters Score -416837 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -416843.812500 Penalty: 2469.126465
	Iteration 19Q: 3 clusters Score -416843.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -416849.625000 Penalty: 2469.126465
	Iteration 20F: 3 clusters Score -416849.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -416855.937500 Penalty: 2469.126465
	Iteration 21Q: 3 clusters Score -416855.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -416859.531250 Penalty: 2469.126465
	Iteration 22Q: 3 clusters Score -416859.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -416865.031250 Penalty: 2469.126465
	Iteration 23Q: 3 clusters Score -416865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -416868.281250 Penalty: 2469.126465
	Iteration 24Q: 3 clusters Score -416868.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -416870.218750 Penalty: 2469.126465
	Iteration 25Q: 3 clusters Score -416870.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -416871.781250 Penalty: 2469.126465
	Iteration 26Q: 3 clusters Score -416871.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -416873.781250 Penalty: 2469.126465
	Iteration 27Q: 3 clusters Score -416873.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -416874.156250 Penalty: 2469.126465
	Iteration 28Q: 3 clusters Score -416874.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -416875.781250 Penalty: 2469.126465
	Iteration 29Q: 3 clusters Score -416875.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -416878.093750 Penalty: 2469.126465
	Iteration 30Q: 3 clusters Score -416878.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -416879.718750 Penalty: 2469.126465
	Iteration 31Q: 3 clusters Score -416879.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -416882.562500 Penalty: 2469.126465
	Iteration 32Q: 3 clusters Score -416882.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -416883.500000 Penalty: 2469.126465
	Iteration 33Q: 3 clusters Score -416883.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -416886.031250 Penalty: 2469.126465
	Iteration 34Q: 3 clusters Score -416886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -416888.062500 Penalty: 2469.126465
	Iteration 35Q: 3 clusters Score -416888.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -416889.687500 Penalty: 2469.126465
	Iteration 36Q: 3 clusters Score -416889.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -416891.562500 Penalty: 2469.126465
	Iteration 37Q: 3 clusters Score -416891.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -416893.718750 Penalty: 2469.126465
	Iteration 38Q: 3 clusters Score -416893.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -416896.000000 Penalty: 2469.126465
	Iteration 39Q: 3 clusters Score -416896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -416900.218750 Penalty: 2469.126465
	Iteration 40F: 3 clusters Score -416900.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -416902.156250 Penalty: 2469.126465
	Iteration 41Q: 3 clusters Score -416902.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -416903.968750 Penalty: 2469.126465
	Iteration 42Q: 3 clusters Score -416904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -416906.687500 Penalty: 2469.126465
	Iteration 43Q: 3 clusters Score -416906.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -416913.125000 Penalty: 2469.126465
	Iteration 44Q: 3 clusters Score -416913.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -416916.718750 Penalty: 2469.126465
	Iteration 45Q: 3 clusters Score -416916.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -416921.906250 Penalty: 2469.126465
	Iteration 46Q: 3 clusters Score -416921.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -416928.343750 Penalty: 2469.126465
	Iteration 47Q: 3 clusters Score -416928.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -416935.468750 Penalty: 2469.126465
	Iteration 48Q: 3 clusters Score -416935.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -416942.031250 Penalty: 2469.126465
	Iteration 49Q: 3 clusters Score -416942 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -416951.218750 Penalty: 2469.126465
	Iteration 50Q: 3 clusters Score -416951.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -416965.218750 Penalty: 2469.126465
	Iteration 51Q: 3 clusters Score -416965.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -416976.156250 Penalty: 2469.126465
	Iteration 52Q: 3 clusters Score -416976.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -416987.062500 Penalty: 2469.126465
	Iteration 53Q: 3 clusters Score -416987.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -417000.562500 Penalty: 2469.126465
	Iteration 54Q: 3 clusters Score -417000.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -417020.500000 Penalty: 2469.126465
	Iteration 55Q: 3 clusters Score -417020.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -417042.125000 Penalty: 2469.126465
	Iteration 56Q: 3 clusters Score -417042.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -417060.281250 Penalty: 2469.126465
	Iteration 57Q: 3 clusters Score -417060.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -417071.968750 Penalty: 2469.126465
	Iteration 58Q: 3 clusters Score -417072 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -417083.906250 Penalty: 2469.126465
	Iteration 59Q: 3 clusters Score -417083.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -417097.687500 Penalty: 2469.126465
	Iteration 60F: 3 clusters Score -417097.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -417118.937500 Penalty: 2469.126465
	Iteration 61Q: 3 clusters Score -417118.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -417134.375000 Penalty: 2469.126465
	Iteration 62Q: 3 clusters Score -417134.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -417150.468750 Penalty: 2469.126465
	Iteration 63Q: 3 clusters Score -417150.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -417172.062500 Penalty: 2469.126465
	Iteration 64Q: 3 clusters Score -417172.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -417188.343750 Penalty: 2469.126465
	Iteration 65Q: 3 clusters Score -417188.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -417202.000000 Penalty: 2469.126465
	Iteration 66Q: 3 clusters Score -417202 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -417214.468750 Penalty: 2469.126465
	Iteration 67Q: 3 clusters Score -417214.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -417225.093750 Penalty: 2469.126465
	Iteration 68Q: 3 clusters Score -417225.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -417231.250000 Penalty: 2469.126465
	Iteration 69Q: 3 clusters Score -417231.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -417238.625000 Penalty: 2469.126465
	Iteration 70Q: 3 clusters Score -417238.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -417246.218750 Penalty: 2469.126465
	Iteration 71Q: 3 clusters Score -417246.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -417254.031250 Penalty: 2469.126465
	Iteration 72Q: 3 clusters Score -417254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -417261.218750 Penalty: 2469.126465
	Iteration 73Q: 3 clusters Score -417261.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -417268.218750 Penalty: 2469.126465
	Iteration 74Q: 3 clusters Score -417268.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -417270.187500 Penalty: 2469.126465
	Iteration 75Q: 3 clusters Score -417270.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -417272.250000 Penalty: 2469.126465
	Iteration 76Q: 3 clusters Score -417272.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -417276.562500 Penalty: 2469.126465
	Iteration 77Q: 3 clusters Score -417276.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -417282.531250 Penalty: 2469.126465
	Iteration 78Q: 3 clusters Score -417282.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -417290.000000 Penalty: 2469.126465
	Iteration 79Q: 3 clusters Score -417290 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -417297.187500 Penalty: 2469.126465
	Iteration 80F: 3 clusters Score -417297.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -417305.156250 Penalty: 2469.126465
	Iteration 81Q: 3 clusters Score -417305.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -417313.031250 Penalty: 2469.126465
	Iteration 82Q: 3 clusters Score -417313 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -417321.843750 Penalty: 2469.126465
	Iteration 83Q: 3 clusters Score -417321.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -417329.625000 Penalty: 2469.126465
	Iteration 84Q: 3 clusters Score -417329.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -417335.562500 Penalty: 2469.126465
	Iteration 85Q: 3 clusters Score -417335.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -417345.468750 Penalty: 2469.126465
	Iteration 86Q: 3 clusters Score -417345.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -417355.375000 Penalty: 2469.126465
	Iteration 87Q: 3 clusters Score -417355.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -417361.281250 Penalty: 2469.126465
	Iteration 88Q: 3 clusters Score -417361.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -417364.468750 Penalty: 2469.126465
	Iteration 89Q: 3 clusters Score -417364.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -417368.718750 Penalty: 2469.126465
	Iteration 90Q: 3 clusters Score -417368.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -417373.468750 Penalty: 2469.126465
	Iteration 91Q: 3 clusters Score -417373.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -417377.781250 Penalty: 2469.126465
	Iteration 92Q: 3 clusters Score -417377.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -417381.125000 Penalty: 2469.126465
	Iteration 93Q: 3 clusters Score -417381.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -417383.906250 Penalty: 2469.126465
	Iteration 94Q: 3 clusters Score -417383.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -417388.656250 Penalty: 2469.126465
	Iteration 95Q: 3 clusters Score -417388.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -417391.218750 Penalty: 2469.126465
	Iteration 96Q: 3 clusters Score -417391.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -417395.531250 Penalty: 2469.126465
	Iteration 97Q: 3 clusters Score -417395.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -417397.375000 Penalty: 2469.126465
	Iteration 98Q: 3 clusters Score -417397.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -417399.718750 Penalty: 2469.126465
	Iteration 99Q: 3 clusters Score -417399.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -417400.906250 Penalty: 2469.126465
	Iteration 100F: 3 clusters Score -417400.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -417402.187500 Penalty: 2469.126465
	Iteration 101Q: 3 clusters Score -417402.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -417406.125000 Penalty: 2469.126465
	Iteration 102Q: 3 clusters Score -417406.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -417407.906250 Penalty: 2469.126465
	Iteration 103Q: 3 clusters Score -417407.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -417408.562500 Penalty: 2469.126465
	Iteration 104Q: 3 clusters Score -417408.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -417411.218750 Penalty: 2469.126465
	Iteration 105Q: 3 clusters Score -417411.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -417411.312500 Penalty: 2469.126465
	Iteration 106Q: 3 clusters Score -417411.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -417414.281250 Penalty: 2469.126465
	Iteration 107Q: 3 clusters Score -417414.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -417414.343750 Penalty: 2469.126465
	Iteration 108Q: 3 clusters Score -417414.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -417415.593750 Penalty: 2469.126465
	Iteration 109Q: 3 clusters Score -417415.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -417415.625000 Penalty: 2469.126465
	Iteration 110Q: 3 clusters Score -417415.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -417416.375000 Penalty: 2469.126465
	Iteration 111Q: 3 clusters Score -417416.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -417416.375000 Penalty: 2469.126465
	Iteration 112F: 3 clusters Score -417416.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Entering Unmasked Estep 
Score: -413494.125000 Penalty: 1248.404419
	Iteration 0F: 2 clusters Score -413494.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -410158.250000 Penalty: 2496.808838
	Iteration 0F: 3 clusters Score -410158.2 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -411168.718750 Penalty: 2496.808838
	Iteration 1F: 3 clusters Score -411168.7 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -411404.093750 Penalty: 2496.808838
	Iteration 2F: 3 clusters Score -411404.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -411561.343750 Penalty: 2496.808838
	Iteration 3F: 3 clusters Score -411561.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -411683.406250 Penalty: 2496.808838
	Iteration 4Q: 3 clusters Score -411683.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -411810.312500 Penalty: 2496.808838
	Iteration 5Q: 3 clusters Score -411810.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -411922.593750 Penalty: 2496.808838
	Iteration 6Q: 3 clusters Score -411922.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -412032.500000 Penalty: 2496.808838
	Iteration 7Q: 3 clusters Score -412032.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -412144.812500 Penalty: 2496.808838
	Iteration 8Q: 3 clusters Score -412144.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -412254.718750 Penalty: 2496.808838
	Iteration 9Q: 3 clusters Score -412254.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -412347.843750 Penalty: 2496.808838
	Iteration 10Q: 3 clusters Score -412347.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -412435.750000 Penalty: 2496.808838
	Iteration 11Q: 3 clusters Score -412435.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -412504.218750 Penalty: 2496.808838
	Iteration 12Q: 3 clusters Score -412504.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -412558.281250 Penalty: 2496.808838
	Iteration 13Q: 3 clusters Score -412558.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -412606.281250 Penalty: 2496.808838
	Iteration 14Q: 3 clusters Score -412606.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -412643.062500 Penalty: 2496.808838
	Iteration 15Q: 3 clusters Score -412643.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -412679.312500 Penalty: 2496.808838
	Iteration 16Q: 3 clusters Score -412679.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -412712.281250 Penalty: 2496.808838
	Iteration 17Q: 3 clusters Score -412712.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -412736.031250 Penalty: 2496.808838
	Iteration 18Q: 3 clusters Score -412736 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -412752.906250 Penalty: 2496.808838
	Iteration 19Q: 3 clusters Score -412752.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -412768.593750 Penalty: 2496.808838
	Iteration 20F: 3 clusters Score -412768.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -412783.062500 Penalty: 2496.808838
	Iteration 21Q: 3 clusters Score -412783.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -412796.312500 Penalty: 2496.808838
	Iteration 22Q: 3 clusters Score -412796.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -412809.312500 Penalty: 2496.808838
	Iteration 23Q: 3 clusters Score -412809.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -412819.687500 Penalty: 2496.808838
	Iteration 24Q: 3 clusters Score -412819.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -412828.000000 Penalty: 2496.808838
	Iteration 25Q: 3 clusters Score -412828 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -412841.562500 Penalty: 2496.808838
	Iteration 26Q: 3 clusters Score -412841.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -412851.562500 Penalty: 2496.808838
	Iteration 27Q: 3 clusters Score -412851.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -412857.437500 Penalty: 2496.808838
	Iteration 28Q: 3 clusters Score -412857.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -412861.187500 Penalty: 2496.808838
	Iteration 29Q: 3 clusters Score -412861.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -412867.375000 Penalty: 2496.808838
	Iteration 30Q: 3 clusters Score -412867.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -412872.875000 Penalty: 2496.808838
	Iteration 31Q: 3 clusters Score -412872.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -412881.187500 Penalty: 2496.808838
	Iteration 32Q: 3 clusters Score -412881.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -412887.437500 Penalty: 2496.808838
	Iteration 33Q: 3 clusters Score -412887.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -412896.843750 Penalty: 2496.808838
	Iteration 34Q: 3 clusters Score -412896.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -412904.968750 Penalty: 2496.808838
	Iteration 35Q: 3 clusters Score -412905 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -412911.562500 Penalty: 2496.808838
	Iteration 36Q: 3 clusters Score -412911.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -412917.437500 Penalty: 2496.808838
	Iteration 37Q: 3 clusters Score -412917.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -412919.375000 Penalty: 2496.808838
	Iteration 38Q: 3 clusters Score -412919.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -412922.062500 Penalty: 2496.808838
	Iteration 39Q: 3 clusters Score -412922.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -412924.437500 Penalty: 2496.808838
	Iteration 40F: 3 clusters Score -412924.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -412925.531250 Penalty: 2496.808838
	Iteration 41Q: 3 clusters Score -412925.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -412927.437500 Penalty: 2496.808838
	Iteration 42Q: 3 clusters Score -412927.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -412929.875000 Penalty: 2496.808838
	Iteration 43Q: 3 clusters Score -412929.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -412931.062500 Penalty: 2496.808838
	Iteration 44Q: 3 clusters Score -412931.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -412931.093750 Penalty: 2496.808838
	Iteration 45Q: 3 clusters Score -412931.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -412931.843750 Penalty: 2496.808838
	Iteration 46Q: 3 clusters Score -412931.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -412932.531250 Penalty: 2496.808838
	Iteration 47Q: 3 clusters Score -412932.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -412933.687500 Penalty: 2496.808838
	Iteration 48Q: 3 clusters Score -412933.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -412933.437500 Penalty: 2496.808838
	Iteration 49Q: 3 clusters Score -412933.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -412934.031250 Penalty: 2496.808838
	Iteration 50Q: 3 clusters Score -412934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -412934.031250 Penalty: 2496.808838
	Iteration 51F: 3 clusters Score -412934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Entering Unmasked Estep 
Score: -296894.906250 Penalty: 1183.923706
	Iteration 0F: 2 clusters Score -296894.9 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 1459 members 
Entering Unmasked Estep 
Score: -294475.093750 Penalty: 2367.847412
	Iteration 0F: 3 clusters Score -294475.1 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -295137.531250 Penalty: 2367.847412
	Iteration 1F: 3 clusters Score -295137.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -295293.125000 Penalty: 2367.847412
	Iteration 2F: 3 clusters Score -295293.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -295380.906250 Penalty: 2367.847412
	Iteration 3Q: 3 clusters Score -295380.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -295443.625000 Penalty: 2367.847412
	Iteration 4Q: 3 clusters Score -295443.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -295479.312500 Penalty: 2367.847412
	Iteration 5Q: 3 clusters Score -295479.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -295505.031250 Penalty: 2367.847412
	Iteration 6Q: 3 clusters Score -295505 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -295524.781250 Penalty: 2367.847412
	Iteration 7Q: 3 clusters Score -295524.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -295542.437500 Penalty: 2367.847412
	Iteration 8Q: 3 clusters Score -295542.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -295557.812500 Penalty: 2367.847412
	Iteration 9Q: 3 clusters Score -295557.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -295569.718750 Penalty: 2367.847412
	Iteration 10Q: 3 clusters Score -295569.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -295582.062500 Penalty: 2367.847412
	Iteration 11Q: 3 clusters Score -295582.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -295591.906250 Penalty: 2367.847412
	Iteration 12Q: 3 clusters Score -295591.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -295601.187500 Penalty: 2367.847412
	Iteration 13Q: 3 clusters Score -295601.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -295609.468750 Penalty: 2367.847412
	Iteration 14Q: 3 clusters Score -295609.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -295613.250000 Penalty: 2367.847412
	Iteration 15Q: 3 clusters Score -295613.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -295615.937500 Penalty: 2367.847412
	Iteration 16Q: 3 clusters Score -295615.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -295616.281250 Penalty: 2367.847412
	Iteration 17Q: 3 clusters Score -295616.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -295616.281250 Penalty: 2367.847412
	Iteration 18F: 3 clusters Score -295616.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (37954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37954 members 
Entering Unmasked Estep 
Score: -3939514.500000 Penalty: 1568.966675
	Iteration 0F: 2 clusters Score -3939514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -3914715.750000 Penalty: 3137.933350
	Iteration 0F: 3 clusters Score -3914716 nChanged 17365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -3924399.750000 Penalty: 3137.933350
	Iteration 1F: 3 clusters Score -3924400 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -3925315.000000 Penalty: 3137.933350
	Iteration 2F: 3 clusters Score -3925315 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -3926631.750000 Penalty: 3137.933350
	Iteration 3F: 3 clusters Score -3926632 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -3928248.500000 Penalty: 3137.933350
	Iteration 4F: 3 clusters Score -3928248 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -3929852.750000 Penalty: 3137.933350
	Iteration 5F: 3 clusters Score -3929853 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -3931109.750000 Penalty: 3137.933350
	Iteration 6F: 3 clusters Score -3931110 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -3931965.000000 Penalty: 3137.933350
	Iteration 7F: 3 clusters Score -3931965 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -3932450.500000 Penalty: 3137.933350
	Iteration 8Q: 3 clusters Score -3932450 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -3932728.750000 Penalty: 3137.933350
	Iteration 9Q: 3 clusters Score -3932729 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -3932863.500000 Penalty: 3137.933350
	Iteration 10Q: 3 clusters Score -3932864 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -3932965.500000 Penalty: 3137.933350
	Iteration 11Q: 3 clusters Score -3932966 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -3933077.250000 Penalty: 3137.933350
	Iteration 12Q: 3 clusters Score -3933077 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23703 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -3933135.750000 Penalty: 3137.933350
	Iteration 13Q: 3 clusters Score -3933136 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -3933159.750000 Penalty: 3137.933350
	Iteration 14Q: 3 clusters Score -3933160 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -3933192.750000 Penalty: 3137.933350
	Iteration 15Q: 3 clusters Score -3933193 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -3933214.000000 Penalty: 3137.933350
	Iteration 16Q: 3 clusters Score -3933214 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24100 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -3933234.500000 Penalty: 3137.933350
	Iteration 17Q: 3 clusters Score -3933234 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -3933261.000000 Penalty: 3137.933350
	Iteration 18Q: 3 clusters Score -3933261 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -3933318.750000 Penalty: 3137.933350
	Iteration 19Q: 3 clusters Score -3933319 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24501 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -3933342.750000 Penalty: 3137.933350
	Iteration 20F: 3 clusters Score -3933343 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24661 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -3933378.500000 Penalty: 3137.933350
	Iteration 21Q: 3 clusters Score -3933378 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24854 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -3933439.250000 Penalty: 3137.933350
	Iteration 22Q: 3 clusters Score -3933439 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -3933517.500000 Penalty: 3137.933350
	Iteration 23Q: 3 clusters Score -3933518 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -3933639.500000 Penalty: 3137.933350
	Iteration 24Q: 3 clusters Score -3933640 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -3933762.250000 Penalty: 3137.933350
	Iteration 25Q: 3 clusters Score -3933762 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -3933975.500000 Penalty: 3137.933350
	Iteration 26Q: 3 clusters Score -3933976 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26293 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -3934197.250000 Penalty: 3137.933350
	Iteration 27Q: 3 clusters Score -3934197 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26643 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -3934453.750000 Penalty: 3137.933350
	Iteration 28Q: 3 clusters Score -3934454 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -3934734.000000 Penalty: 3137.933350
	Iteration 29Q: 3 clusters Score -3934734 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27391 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -3935011.000000 Penalty: 3137.933350
	Iteration 30Q: 3 clusters Score -3935011 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27763 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -3935292.750000 Penalty: 3137.933350
	Iteration 31Q: 3 clusters Score -3935293 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28143 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -3935483.750000 Penalty: 3137.933350
	Iteration 32Q: 3 clusters Score -3935484 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28509 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -3935643.500000 Penalty: 3137.933350
	Iteration 33Q: 3 clusters Score -3935644 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28837 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -3935744.000000 Penalty: 3137.933350
	Iteration 34Q: 3 clusters Score -3935744 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29124 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -3935819.250000 Penalty: 3137.933350
	Iteration 35Q: 3 clusters Score -3935819 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29399 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -3935887.750000 Penalty: 3137.933350
	Iteration 36Q: 3 clusters Score -3935888 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29677 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -3935947.500000 Penalty: 3137.933350
	Iteration 37Q: 3 clusters Score -3935948 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29965 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -3936049.750000 Penalty: 3137.933350
	Iteration 38Q: 3 clusters Score -3936050 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30230 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -3936109.250000 Penalty: 3137.933350
	Iteration 39Q: 3 clusters Score -3936109 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30504 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -3936170.750000 Penalty: 3137.933350
	Iteration 40F: 3 clusters Score -3936171 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30776 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -3936225.750000 Penalty: 3137.933350
	Iteration 41Q: 3 clusters Score -3936226 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31026 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -3936308.000000 Penalty: 3137.933350
	Iteration 42Q: 3 clusters Score -3936308 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31296 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -3936386.750000 Penalty: 3137.933350
	Iteration 43Q: 3 clusters Score -3936387 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31544 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -3936446.750000 Penalty: 3137.933350
	Iteration 44Q: 3 clusters Score -3936447 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31806 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -3936525.000000 Penalty: 3137.933350
	Iteration 45Q: 3 clusters Score -3936525 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32075 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -3936607.000000 Penalty: 3137.933350
	Iteration 46Q: 3 clusters Score -3936607 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32350 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -3936682.250000 Penalty: 3137.933350
	Iteration 47Q: 3 clusters Score -3936682 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32647 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -3936796.250000 Penalty: 3137.933350
	Iteration 48Q: 3 clusters Score -3936796 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32928 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -3936894.500000 Penalty: 3137.933350
	Iteration 49Q: 3 clusters Score -3936894 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33185 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -3936975.250000 Penalty: 3137.933350
	Iteration 50Q: 3 clusters Score -3936975 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33443 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -3937042.000000 Penalty: 3137.933350
	Iteration 51Q: 3 clusters Score -3937042 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33705 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -3937142.250000 Penalty: 3137.933350
	Iteration 52Q: 3 clusters Score -3937142 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33952 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -3937252.000000 Penalty: 3137.933350
	Iteration 53Q: 3 clusters Score -3937252 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34200 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -3937354.000000 Penalty: 3137.933350
	Iteration 54Q: 3 clusters Score -3937354 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34438 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -3937423.250000 Penalty: 3137.933350
	Iteration 55Q: 3 clusters Score -3937423 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34657 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -3937498.750000 Penalty: 3137.933350
	Iteration 56Q: 3 clusters Score -3937499 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34852 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -3937576.750000 Penalty: 3137.933350
	Iteration 57Q: 3 clusters Score -3937577 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35030 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -3937652.250000 Penalty: 3137.933350
	Iteration 58Q: 3 clusters Score -3937652 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35187 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -3937686.250000 Penalty: 3137.933350
	Iteration 59Q: 3 clusters Score -3937686 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35319 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -3937733.000000 Penalty: 3137.933350
	Iteration 60F: 3 clusters Score -3937733 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35475 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -3937815.750000 Penalty: 3137.933350
	Iteration 61Q: 3 clusters Score -3937816 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35610 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -3937866.250000 Penalty: 3137.933350
	Iteration 62Q: 3 clusters Score -3937866 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35726 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -3937906.250000 Penalty: 3137.933350
	Iteration 63Q: 3 clusters Score -3937906 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35836 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -3937947.750000 Penalty: 3137.933350
	Iteration 64Q: 3 clusters Score -3937948 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35940 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -3937977.500000 Penalty: 3137.933350
	Iteration 65Q: 3 clusters Score -3937978 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36032 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -3938018.250000 Penalty: 3137.933350
	Iteration 66Q: 3 clusters Score -3938018 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36121 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -3938063.500000 Penalty: 3137.933350
	Iteration 67Q: 3 clusters Score -3938064 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36200 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -3938096.000000 Penalty: 3137.933350
	Iteration 68Q: 3 clusters Score -3938096 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36265 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -3938136.000000 Penalty: 3137.933350
	Iteration 69Q: 3 clusters Score -3938136 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36332 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -3938159.500000 Penalty: 3137.933350
	Iteration 70Q: 3 clusters Score -3938160 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36406 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -3938195.500000 Penalty: 3137.933350
	Iteration 71Q: 3 clusters Score -3938196 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36476 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -3938215.750000 Penalty: 3137.933350
	Iteration 72Q: 3 clusters Score -3938216 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36536 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -3938243.500000 Penalty: 3137.933350
	Iteration 73Q: 3 clusters Score -3938244 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36574 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -3938263.750000 Penalty: 3137.933350
	Iteration 74Q: 3 clusters Score -3938264 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36619 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -3938275.000000 Penalty: 3137.933350
	Iteration 75Q: 3 clusters Score -3938275 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36661 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -3938298.000000 Penalty: 3137.933350
	Iteration 76Q: 3 clusters Score -3938298 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36700 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -3938309.750000 Penalty: 3137.933350
	Iteration 77Q: 3 clusters Score -3938310 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36738 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -3938313.250000 Penalty: 3137.933350
	Iteration 78Q: 3 clusters Score -3938313 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36776 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -3938339.000000 Penalty: 3137.933350
	Iteration 79Q: 3 clusters Score -3938339 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36812 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -3938358.500000 Penalty: 3137.933350
	Iteration 80F: 3 clusters Score -3938358 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -3938377.500000 Penalty: 3137.933350
	Iteration 81Q: 3 clusters Score -3938378 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36861 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -3938383.500000 Penalty: 3137.933350
	Iteration 82Q: 3 clusters Score -3938384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36879 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -3938385.250000 Penalty: 3137.933350
	Iteration 83Q: 3 clusters Score -3938385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36888 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3938391.500000 Penalty: 3137.933350
	Iteration 84Q: 3 clusters Score -3938392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36899 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -3938397.000000 Penalty: 3137.933350
	Iteration 85Q: 3 clusters Score -3938397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36906 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3938402.250000 Penalty: 3137.933350
	Iteration 86Q: 3 clusters Score -3938402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36920 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3938410.250000 Penalty: 3137.933350
	Iteration 87Q: 3 clusters Score -3938410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36931 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -3938416.250000 Penalty: 3137.933350
	Iteration 88Q: 3 clusters Score -3938416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36938 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -3938422.750000 Penalty: 3137.933350
	Iteration 89Q: 3 clusters Score -3938423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36943 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -3938425.000000 Penalty: 3137.933350
	Iteration 90Q: 3 clusters Score -3938425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36946 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -3938420.750000 Penalty: 3137.933350
	Iteration 91Q: 3 clusters Score -3938421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36948 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -3938421.250000 Penalty: 3137.933350
	Iteration 92Q: 3 clusters Score -3938421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36948 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -3938423.750000 Penalty: 3137.933350
	Iteration 93Q: 3 clusters Score -3938424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36948 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -3938424.250000 Penalty: 3137.933350
	Iteration 94Q: 3 clusters Score -3938424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36948 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -3938424.250000 Penalty: 3137.933350
	Iteration 95F: 3 clusters Score -3938424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (35061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35061 members 
Entering Unmasked Estep 
Score: -3630231.000000 Penalty: 1557.168945
	Iteration 0F: 2 clusters Score -3630231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -3607501.000000 Penalty: 3114.337891
	Iteration 0F: 3 clusters Score -3607501 nChanged 15976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -3616127.500000 Penalty: 3114.337891
	Iteration 1F: 3 clusters Score -3616128 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -3616629.250000 Penalty: 3114.337891
	Iteration 2Q: 3 clusters Score -3616629 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -3617177.250000 Penalty: 3114.337891
	Iteration 3Q: 3 clusters Score -3617177 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -3617800.000000 Penalty: 3114.337891
	Iteration 4Q: 3 clusters Score -3617800 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -3618483.500000 Penalty: 3114.337891
	Iteration 5Q: 3 clusters Score -3618484 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -3619251.000000 Penalty: 3114.337891
	Iteration 6Q: 3 clusters Score -3619251 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -3620085.500000 Penalty: 3114.337891
	Iteration 7Q: 3 clusters Score -3620086 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -3620960.250000 Penalty: 3114.337891
	Iteration 8Q: 3 clusters Score -3620960 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -3621672.000000 Penalty: 3114.337891
	Iteration 9Q: 3 clusters Score -3621672 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -3622283.500000 Penalty: 3114.337891
	Iteration 10Q: 3 clusters Score -3622284 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -3622850.000000 Penalty: 3114.337891
	Iteration 11Q: 3 clusters Score -3622850 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -3623332.250000 Penalty: 3114.337891
	Iteration 12Q: 3 clusters Score -3623332 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -3623713.250000 Penalty: 3114.337891
	Iteration 13Q: 3 clusters Score -3623713 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -3624022.500000 Penalty: 3114.337891
	Iteration 14Q: 3 clusters Score -3624022 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -3624254.250000 Penalty: 3114.337891
	Iteration 15Q: 3 clusters Score -3624254 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -3624388.750000 Penalty: 3114.337891
	Iteration 16Q: 3 clusters Score -3624389 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -3624480.500000 Penalty: 3114.337891
	Iteration 17Q: 3 clusters Score -3624480 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -3624553.500000 Penalty: 3114.337891
	Iteration 18Q: 3 clusters Score -3624554 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -3624607.500000 Penalty: 3114.337891
	Iteration 19Q: 3 clusters Score -3624608 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -3624650.500000 Penalty: 3114.337891
	Iteration 20F: 3 clusters Score -3624650 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -3624676.000000 Penalty: 3114.337891
	Iteration 21Q: 3 clusters Score -3624676 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -3624698.250000 Penalty: 3114.337891
	Iteration 22Q: 3 clusters Score -3624698 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -3624714.500000 Penalty: 3114.337891
	Iteration 23Q: 3 clusters Score -3624714 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -3624748.250000 Penalty: 3114.337891
	Iteration 24Q: 3 clusters Score -3624748 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -3624785.250000 Penalty: 3114.337891
	Iteration 25Q: 3 clusters Score -3624785 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -3624784.000000 Penalty: 3114.337891
	Iteration 26Q: 3 clusters Score -3624784 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -3624804.250000 Penalty: 3114.337891
	Iteration 27Q: 3 clusters Score -3624804 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -3624828.500000 Penalty: 3114.337891
	Iteration 28Q: 3 clusters Score -3624828 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -3624847.000000 Penalty: 3114.337891
	Iteration 29Q: 3 clusters Score -3624847 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -3624853.750000 Penalty: 3114.337891
	Iteration 30Q: 3 clusters Score -3624854 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -3624855.250000 Penalty: 3114.337891
	Iteration 31Q: 3 clusters Score -3624855 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -3624893.750000 Penalty: 3114.337891
	Iteration 32Q: 3 clusters Score -3624894 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -3624897.500000 Penalty: 3114.337891
	Iteration 33Q: 3 clusters Score -3624898 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -3624900.250000 Penalty: 3114.337891
	Iteration 34Q: 3 clusters Score -3624900 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -3624908.750000 Penalty: 3114.337891
	Iteration 35Q: 3 clusters Score -3624909 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -3624914.500000 Penalty: 3114.337891
	Iteration 36Q: 3 clusters Score -3624914 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -3624920.250000 Penalty: 3114.337891
	Iteration 37Q: 3 clusters Score -3624920 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -3624919.250000 Penalty: 3114.337891
	Iteration 38Q: 3 clusters Score -3624919 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -3624933.750000 Penalty: 3114.337891
	Iteration 39Q: 3 clusters Score -3624934 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -3624924.000000 Penalty: 3114.337891
	Iteration 40F: 3 clusters Score -3624924 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -3624935.000000 Penalty: 3114.337891
	Iteration 41Q: 3 clusters Score -3624935 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -3624942.500000 Penalty: 3114.337891
	Iteration 42Q: 3 clusters Score -3624942 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -3624951.500000 Penalty: 3114.337891
	Iteration 43Q: 3 clusters Score -3624952 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -3624964.000000 Penalty: 3114.337891
	Iteration 44Q: 3 clusters Score -3624964 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -3624969.500000 Penalty: 3114.337891
	Iteration 45Q: 3 clusters Score -3624970 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -3624975.750000 Penalty: 3114.337891
	Iteration 46Q: 3 clusters Score -3624976 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -3624984.000000 Penalty: 3114.337891
	Iteration 47Q: 3 clusters Score -3624984 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -3624999.000000 Penalty: 3114.337891
	Iteration 48Q: 3 clusters Score -3624999 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -3625008.500000 Penalty: 3114.337891
	Iteration 49Q: 3 clusters Score -3625008 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -3625012.000000 Penalty: 3114.337891
	Iteration 50Q: 3 clusters Score -3625012 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -3625010.000000 Penalty: 3114.337891
	Iteration 51Q: 3 clusters Score -3625010 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -3625018.500000 Penalty: 3114.337891
	Iteration 52Q: 3 clusters Score -3625018 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -3625020.750000 Penalty: 3114.337891
	Iteration 53Q: 3 clusters Score -3625021 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -3625032.500000 Penalty: 3114.337891
	Iteration 54Q: 3 clusters Score -3625032 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -3625030.750000 Penalty: 3114.337891
	Iteration 55Q: 3 clusters Score -3625031 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -3625040.000000 Penalty: 3114.337891
	Iteration 56Q: 3 clusters Score -3625040 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -3625048.250000 Penalty: 3114.337891
	Iteration 57Q: 3 clusters Score -3625048 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -3625045.750000 Penalty: 3114.337891
	Iteration 58Q: 3 clusters Score -3625046 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -3625043.750000 Penalty: 3114.337891
	Iteration 59Q: 3 clusters Score -3625044 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -3625064.000000 Penalty: 3114.337891
	Iteration 60F: 3 clusters Score -3625064 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -3625046.750000 Penalty: 3114.337891
	Iteration 61Q: 3 clusters Score -3625047 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -3625056.250000 Penalty: 3114.337891
	Iteration 62Q: 3 clusters Score -3625056 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -3625072.750000 Penalty: 3114.337891
	Iteration 63Q: 3 clusters Score -3625073 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -3625074.750000 Penalty: 3114.337891
	Iteration 64Q: 3 clusters Score -3625075 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -3625070.250000 Penalty: 3114.337891
	Iteration 65Q: 3 clusters Score -3625070 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -3625084.750000 Penalty: 3114.337891
	Iteration 66Q: 3 clusters Score -3625085 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -3625112.500000 Penalty: 3114.337891
	Iteration 67Q: 3 clusters Score -3625112 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -3625129.500000 Penalty: 3114.337891
	Iteration 68Q: 3 clusters Score -3625130 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -3625122.500000 Penalty: 3114.337891
	Iteration 69Q: 3 clusters Score -3625122 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -3625125.000000 Penalty: 3114.337891
	Iteration 70Q: 3 clusters Score -3625125 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -3625137.000000 Penalty: 3114.337891
	Iteration 71Q: 3 clusters Score -3625137 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -3625153.000000 Penalty: 3114.337891
	Iteration 72Q: 3 clusters Score -3625153 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -3625156.000000 Penalty: 3114.337891
	Iteration 73Q: 3 clusters Score -3625156 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -3625173.250000 Penalty: 3114.337891
	Iteration 74Q: 3 clusters Score -3625173 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -3625192.500000 Penalty: 3114.337891
	Iteration 75Q: 3 clusters Score -3625192 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -3625192.250000 Penalty: 3114.337891
	Iteration 76Q: 3 clusters Score -3625192 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -3625198.500000 Penalty: 3114.337891
	Iteration 77Q: 3 clusters Score -3625198 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -3625232.500000 Penalty: 3114.337891
	Iteration 78Q: 3 clusters Score -3625232 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -3625269.250000 Penalty: 3114.337891
	Iteration 79Q: 3 clusters Score -3625269 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -3625310.750000 Penalty: 3114.337891
	Iteration 80F: 3 clusters Score -3625311 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -3625325.250000 Penalty: 3114.337891
	Iteration 81Q: 3 clusters Score -3625325 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -3625344.000000 Penalty: 3114.337891
	Iteration 82Q: 3 clusters Score -3625344 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -3625366.750000 Penalty: 3114.337891
	Iteration 83Q: 3 clusters Score -3625367 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -3625411.250000 Penalty: 3114.337891
	Iteration 84Q: 3 clusters Score -3625411 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -3625460.250000 Penalty: 3114.337891
	Iteration 85Q: 3 clusters Score -3625460 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -3625480.000000 Penalty: 3114.337891
	Iteration 86Q: 3 clusters Score -3625480 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -3625508.000000 Penalty: 3114.337891
	Iteration 87Q: 3 clusters Score -3625508 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -3625549.750000 Penalty: 3114.337891
	Iteration 88Q: 3 clusters Score -3625550 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -3625585.000000 Penalty: 3114.337891
	Iteration 89Q: 3 clusters Score -3625585 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -3625617.000000 Penalty: 3114.337891
	Iteration 90Q: 3 clusters Score -3625617 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23509 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -3625647.750000 Penalty: 3114.337891
	Iteration 91Q: 3 clusters Score -3625648 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -3625678.000000 Penalty: 3114.337891
	Iteration 92Q: 3 clusters Score -3625678 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -3625724.000000 Penalty: 3114.337891
	Iteration 93Q: 3 clusters Score -3625724 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -3625753.750000 Penalty: 3114.337891
	Iteration 94Q: 3 clusters Score -3625754 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -3625789.500000 Penalty: 3114.337891
	Iteration 95Q: 3 clusters Score -3625790 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -3625823.500000 Penalty: 3114.337891
	Iteration 96Q: 3 clusters Score -3625824 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -3625870.250000 Penalty: 3114.337891
	Iteration 97Q: 3 clusters Score -3625870 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24814 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -3625906.500000 Penalty: 3114.337891
	Iteration 98Q: 3 clusters Score -3625906 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -3625943.750000 Penalty: 3114.337891
	Iteration 99Q: 3 clusters Score -3625944 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -3626005.750000 Penalty: 3114.337891
	Iteration 100F: 3 clusters Score -3626006 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25521 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -3626050.250000 Penalty: 3114.337891
	Iteration 101Q: 3 clusters Score -3626050 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25763 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -3626123.250000 Penalty: 3114.337891
	Iteration 102Q: 3 clusters Score -3626123 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25980 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -3626161.250000 Penalty: 3114.337891
	Iteration 103Q: 3 clusters Score -3626161 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -3626218.250000 Penalty: 3114.337891
	Iteration 104Q: 3 clusters Score -3626218 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -3626266.000000 Penalty: 3114.337891
	Iteration 105Q: 3 clusters Score -3626266 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26606 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -3626303.250000 Penalty: 3114.337891
	Iteration 106Q: 3 clusters Score -3626303 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -3626368.250000 Penalty: 3114.337891
	Iteration 107Q: 3 clusters Score -3626368 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27044 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -3626423.500000 Penalty: 3114.337891
	Iteration 108Q: 3 clusters Score -3626424 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27267 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -3626466.000000 Penalty: 3114.337891
	Iteration 109Q: 3 clusters Score -3626466 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -3626513.750000 Penalty: 3114.337891
	Iteration 110Q: 3 clusters Score -3626514 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27689 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -3626540.250000 Penalty: 3114.337891
	Iteration 111Q: 3 clusters Score -3626540 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27872 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -3626565.500000 Penalty: 3114.337891
	Iteration 112Q: 3 clusters Score -3626566 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28052 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -3626626.000000 Penalty: 3114.337891
	Iteration 113Q: 3 clusters Score -3626626 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28253 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -3626659.500000 Penalty: 3114.337891
	Iteration 114Q: 3 clusters Score -3626660 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28469 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -3626710.750000 Penalty: 3114.337891
	Iteration 115Q: 3 clusters Score -3626711 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28691 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -3626748.750000 Penalty: 3114.337891
	Iteration 116Q: 3 clusters Score -3626749 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28931 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -3626822.500000 Penalty: 3114.337891
	Iteration 117Q: 3 clusters Score -3626822 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29146 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -3626867.250000 Penalty: 3114.337891
	Iteration 118Q: 3 clusters Score -3626867 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29366 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -3626916.000000 Penalty: 3114.337891
	Iteration 119Q: 3 clusters Score -3626916 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29596 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -3626979.250000 Penalty: 3114.337891
	Iteration 120F: 3 clusters Score -3626979 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29848 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -3627057.250000 Penalty: 3114.337891
	Iteration 121Q: 3 clusters Score -3627057 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30095 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -3627126.250000 Penalty: 3114.337891
	Iteration 122Q: 3 clusters Score -3627126 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30338 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -3627217.000000 Penalty: 3114.337891
	Iteration 123Q: 3 clusters Score -3627217 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30589 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -3627300.250000 Penalty: 3114.337891
	Iteration 124Q: 3 clusters Score -3627300 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30856 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -3627381.750000 Penalty: 3114.337891
	Iteration 125Q: 3 clusters Score -3627382 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31115 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -3627445.750000 Penalty: 3114.337891
	Iteration 126Q: 3 clusters Score -3627446 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31341 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -3627519.250000 Penalty: 3114.337891
	Iteration 127Q: 3 clusters Score -3627519 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -3627607.000000 Penalty: 3114.337891
	Iteration 128Q: 3 clusters Score -3627607 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31816 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -3627707.750000 Penalty: 3114.337891
	Iteration 129Q: 3 clusters Score -3627708 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32034 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -3627794.250000 Penalty: 3114.337891
	Iteration 130Q: 3 clusters Score -3627794 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32247 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -3627878.000000 Penalty: 3114.337891
	Iteration 131Q: 3 clusters Score -3627878 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32466 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -3627985.500000 Penalty: 3114.337891
	Iteration 132Q: 3 clusters Score -3627986 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32683 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -3628093.250000 Penalty: 3114.337891
	Iteration 133Q: 3 clusters Score -3628093 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32894 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -3628206.750000 Penalty: 3114.337891
	Iteration 134Q: 3 clusters Score -3628207 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33089 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -3628286.250000 Penalty: 3114.337891
	Iteration 135Q: 3 clusters Score -3628286 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33252 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -3628355.750000 Penalty: 3114.337891
	Iteration 136Q: 3 clusters Score -3628356 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33405 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -3628454.000000 Penalty: 3114.337891
	Iteration 137Q: 3 clusters Score -3628454 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33558 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -3628557.750000 Penalty: 3114.337891
	Iteration 138Q: 3 clusters Score -3628558 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33687 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -3628626.000000 Penalty: 3114.337891
	Iteration 139Q: 3 clusters Score -3628626 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33794 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -3628676.000000 Penalty: 3114.337891
	Iteration 140F: 3 clusters Score -3628676 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33870 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -3628717.750000 Penalty: 3114.337891
	Iteration 141Q: 3 clusters Score -3628718 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33941 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3628754.500000 Penalty: 3114.337891
	Iteration 142Q: 3 clusters Score -3628754 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34002 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -3628788.000000 Penalty: 3114.337891
	Iteration 143Q: 3 clusters Score -3628788 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34062 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -3628830.000000 Penalty: 3114.337891
	Iteration 144Q: 3 clusters Score -3628830 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34116 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -3628862.250000 Penalty: 3114.337891
	Iteration 145Q: 3 clusters Score -3628862 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34158 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -3628880.750000 Penalty: 3114.337891
	Iteration 146Q: 3 clusters Score -3628881 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34197 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -3628901.000000 Penalty: 3114.337891
	Iteration 147Q: 3 clusters Score -3628901 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34225 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3628912.500000 Penalty: 3114.337891
	Iteration 148Q: 3 clusters Score -3628912 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34248 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3628936.750000 Penalty: 3114.337891
	Iteration 149Q: 3 clusters Score -3628937 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34272 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3628939.250000 Penalty: 3114.337891
	Iteration 150Q: 3 clusters Score -3628939 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34297 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -3628952.750000 Penalty: 3114.337891
	Iteration 151Q: 3 clusters Score -3628953 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34321 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3628953.250000 Penalty: 3114.337891
	Iteration 152Q: 3 clusters Score -3628953 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34340 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -3628969.000000 Penalty: 3114.337891
	Iteration 153Q: 3 clusters Score -3628969 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34359 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -3628986.000000 Penalty: 3114.337891
	Iteration 154Q: 3 clusters Score -3628986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34374 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -3629000.000000 Penalty: 3114.337891
	Iteration 155Q: 3 clusters Score -3629000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34385 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -3628998.000000 Penalty: 3114.337891
	Iteration 156Q: 3 clusters Score -3628998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34393 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -3629010.250000 Penalty: 3114.337891
	Iteration 157Q: 3 clusters Score -3629010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34398 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -3629014.250000 Penalty: 3114.337891
	Iteration 158Q: 3 clusters Score -3629014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34404 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3629017.250000 Penalty: 3114.337891
	Iteration 159Q: 3 clusters Score -3629017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34410 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3629024.250000 Penalty: 3114.337891
	Iteration 160F: 3 clusters Score -3629024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34419 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -3629025.000000 Penalty: 3114.337891
	Iteration 161Q: 3 clusters Score -3629025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34427 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3629028.000000 Penalty: 3114.337891
	Iteration 162Q: 3 clusters Score -3629028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34427 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3629028.000000 Penalty: 3114.337891
	Iteration 163F: 3 clusters Score -3629028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Entering Unmasked Estep 
Score: -1155548.625000 Penalty: 1385.126587
	Iteration 0F: 2 clusters Score -1155549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1148115.625000 Penalty: 2770.253174
	Iteration 0F: 3 clusters Score -1148116 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1150658.875000 Penalty: 2770.253174
	Iteration 1F: 3 clusters Score -1150659 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1151119.625000 Penalty: 2770.253174
	Iteration 2F: 3 clusters Score -1151120 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1151523.750000 Penalty: 2770.253174
	Iteration 3F: 3 clusters Score -1151524 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1151994.625000 Penalty: 2770.253174
	Iteration 4F: 3 clusters Score -1151995 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1152453.125000 Penalty: 2770.253174
	Iteration 5F: 3 clusters Score -1152453 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1152800.875000 Penalty: 2770.253174
	Iteration 6F: 3 clusters Score -1152801 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1153033.000000 Penalty: 2770.253174
	Iteration 7Q: 3 clusters Score -1153033 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1153191.875000 Penalty: 2770.253174
	Iteration 8Q: 3 clusters Score -1153192 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1153296.250000 Penalty: 2770.253174
	Iteration 9Q: 3 clusters Score -1153296 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1153368.375000 Penalty: 2770.253174
	Iteration 10Q: 3 clusters Score -1153368 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1153414.875000 Penalty: 2770.253174
	Iteration 11Q: 3 clusters Score -1153415 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1153455.500000 Penalty: 2770.253174
	Iteration 12Q: 3 clusters Score -1153456 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1153488.750000 Penalty: 2770.253174
	Iteration 13Q: 3 clusters Score -1153489 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1153514.500000 Penalty: 2770.253174
	Iteration 14Q: 3 clusters Score -1153514 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1153530.250000 Penalty: 2770.253174
	Iteration 15Q: 3 clusters Score -1153530 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1153547.750000 Penalty: 2770.253174
	Iteration 16Q: 3 clusters Score -1153548 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1153560.375000 Penalty: 2770.253174
	Iteration 17Q: 3 clusters Score -1153560 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1153568.875000 Penalty: 2770.253174
	Iteration 18Q: 3 clusters Score -1153569 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1153576.000000 Penalty: 2770.253174
	Iteration 19Q: 3 clusters Score -1153576 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1153582.375000 Penalty: 2770.253174
	Iteration 20F: 3 clusters Score -1153582 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1153585.250000 Penalty: 2770.253174
	Iteration 21Q: 3 clusters Score -1153585 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1153587.750000 Penalty: 2770.253174
	Iteration 22Q: 3 clusters Score -1153588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1153590.875000 Penalty: 2770.253174
	Iteration 23Q: 3 clusters Score -1153591 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1153591.250000 Penalty: 2770.253174
	Iteration 24Q: 3 clusters Score -1153591 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1153596.125000 Penalty: 2770.253174
	Iteration 25Q: 3 clusters Score -1153596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1153596.375000 Penalty: 2770.253174
	Iteration 26Q: 3 clusters Score -1153596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1153595.000000 Penalty: 2770.253174
	Iteration 27Q: 3 clusters Score -1153595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1153596.375000 Penalty: 2770.253174
	Iteration 28Q: 3 clusters Score -1153596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1153594.750000 Penalty: 2770.253174
	Iteration 29Q: 3 clusters Score -1153595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1153596.500000 Penalty: 2770.253174
	Iteration 30Q: 3 clusters Score -1153596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1153596.625000 Penalty: 2770.253174
	Iteration 31Q: 3 clusters Score -1153597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1153598.000000 Penalty: 2770.253174
	Iteration 32Q: 3 clusters Score -1153598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1153597.125000 Penalty: 2770.253174
	Iteration 33Q: 3 clusters Score -1153597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1153596.000000 Penalty: 2770.253174
	Iteration 34Q: 3 clusters Score -1153596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1153597.375000 Penalty: 2770.253174
	Iteration 35Q: 3 clusters Score -1153597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1153597.500000 Penalty: 2770.253174
	Iteration 36Q: 3 clusters Score -1153598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1153597.500000 Penalty: 2770.253174
	Iteration 37F: 3 clusters Score -1153598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Entering Unmasked Estep 
Score: -709407.062500 Penalty: 1325.130127
	Iteration 0F: 2 clusters Score -709407.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -704216.750000 Penalty: 2650.260254
	Iteration 0F: 3 clusters Score -704216.8 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -705897.125000 Penalty: 2650.260254
	Iteration 1F: 3 clusters Score -705897.1 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -706224.500000 Penalty: 2650.260254
	Iteration 2F: 3 clusters Score -706224.5 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -706472.812500 Penalty: 2650.260254
	Iteration 3F: 3 clusters Score -706472.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -706695.625000 Penalty: 2650.260254
	Iteration 4F: 3 clusters Score -706695.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -706946.500000 Penalty: 2650.260254
	Iteration 5Q: 3 clusters Score -706946.5 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -707229.875000 Penalty: 2650.260254
	Iteration 6Q: 3 clusters Score -707229.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -707513.000000 Penalty: 2650.260254
	Iteration 7Q: 3 clusters Score -707513 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -707746.937500 Penalty: 2650.260254
	Iteration 8Q: 3 clusters Score -707746.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -707912.375000 Penalty: 2650.260254
	Iteration 9Q: 3 clusters Score -707912.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -708037.187500 Penalty: 2650.260254
	Iteration 10Q: 3 clusters Score -708037.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -708130.500000 Penalty: 2650.260254
	Iteration 11Q: 3 clusters Score -708130.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -708199.562500 Penalty: 2650.260254
	Iteration 12Q: 3 clusters Score -708199.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -708235.500000 Penalty: 2650.260254
	Iteration 13Q: 3 clusters Score -708235.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -708258.125000 Penalty: 2650.260254
	Iteration 14Q: 3 clusters Score -708258.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -708276.750000 Penalty: 2650.260254
	Iteration 15Q: 3 clusters Score -708276.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -708292.875000 Penalty: 2650.260254
	Iteration 16Q: 3 clusters Score -708292.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -708306.875000 Penalty: 2650.260254
	Iteration 17Q: 3 clusters Score -708306.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -708318.125000 Penalty: 2650.260254
	Iteration 18Q: 3 clusters Score -708318.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -708332.562500 Penalty: 2650.260254
	Iteration 19Q: 3 clusters Score -708332.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -708349.500000 Penalty: 2650.260254
	Iteration 20F: 3 clusters Score -708349.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -708357.312500 Penalty: 2650.260254
	Iteration 21Q: 3 clusters Score -708357.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -708361.250000 Penalty: 2650.260254
	Iteration 22Q: 3 clusters Score -708361.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -708366.875000 Penalty: 2650.260254
	Iteration 23Q: 3 clusters Score -708366.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -708370.375000 Penalty: 2650.260254
	Iteration 24Q: 3 clusters Score -708370.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -708373.625000 Penalty: 2650.260254
	Iteration 25Q: 3 clusters Score -708373.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -708378.437500 Penalty: 2650.260254
	Iteration 26Q: 3 clusters Score -708378.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -708380.937500 Penalty: 2650.260254
	Iteration 27Q: 3 clusters Score -708380.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -708384.312500 Penalty: 2650.260254
	Iteration 28Q: 3 clusters Score -708384.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -708387.625000 Penalty: 2650.260254
	Iteration 29Q: 3 clusters Score -708387.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -708389.500000 Penalty: 2650.260254
	Iteration 30Q: 3 clusters Score -708389.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -708393.500000 Penalty: 2650.260254
	Iteration 31Q: 3 clusters Score -708393.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -708395.125000 Penalty: 2650.260254
	Iteration 32Q: 3 clusters Score -708395.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -708399.375000 Penalty: 2650.260254
	Iteration 33Q: 3 clusters Score -708399.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -708401.937500 Penalty: 2650.260254
	Iteration 34Q: 3 clusters Score -708401.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -708402.937500 Penalty: 2650.260254
	Iteration 35Q: 3 clusters Score -708402.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -708403.500000 Penalty: 2650.260254
	Iteration 36Q: 3 clusters Score -708403.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -708403.687500 Penalty: 2650.260254
	Iteration 37Q: 3 clusters Score -708403.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -708403.875000 Penalty: 2650.260254
	Iteration 38Q: 3 clusters Score -708403.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -708407.187500 Penalty: 2650.260254
	Iteration 39Q: 3 clusters Score -708407.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -708407.625000 Penalty: 2650.260254
	Iteration 40F: 3 clusters Score -708407.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -708408.312500 Penalty: 2650.260254
	Iteration 41Q: 3 clusters Score -708408.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -708410.062500 Penalty: 2650.260254
	Iteration 42Q: 3 clusters Score -708410.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -708413.062500 Penalty: 2650.260254
	Iteration 43Q: 3 clusters Score -708413.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -708412.250000 Penalty: 2650.260254
	Iteration 44Q: 3 clusters Score -708412.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -708413.750000 Penalty: 2650.260254
	Iteration 45Q: 3 clusters Score -708413.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -708414.750000 Penalty: 2650.260254
	Iteration 46Q: 3 clusters Score -708414.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -708413.812500 Penalty: 2650.260254
	Iteration 47Q: 3 clusters Score -708413.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -708413.562500 Penalty: 2650.260254
	Iteration 48Q: 3 clusters Score -708413.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -708413.562500 Penalty: 2650.260254
	Iteration 49F: 3 clusters Score -708413.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -115850.070312 Penalty: 1080.470337
	Iteration 0F: 2 clusters Score -115850.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -114384.539062 Penalty: 2160.940674
	Iteration 0F: 3 clusters Score -114384.5 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -114851.734375 Penalty: 2160.940674
	Iteration 1F: 3 clusters Score -114851.7 nChanged 93
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: -114947.296875 Penalty: 2160.940674
	Iteration 2F: 3 clusters Score -114947.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -115006.867188 Penalty: 2160.940674
	Iteration 3Q: 3 clusters Score -115006.9 nChanged 36
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: -115045.445312 Penalty: 2160.940674
	Iteration 4Q: 3 clusters Score -115045.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -115073.398438 Penalty: 2160.940674
	Iteration 5Q: 3 clusters Score -115073.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -115090.851562 Penalty: 2160.940674
	Iteration 6Q: 3 clusters Score -115090.9 nChanged 16
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: -115106.734375 Penalty: 2160.940674
	Iteration 7Q: 3 clusters Score -115106.7 nChanged 19
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: -115131.203125 Penalty: 2160.940674
	Iteration 8Q: 3 clusters Score -115131.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -115145.226562 Penalty: 2160.940674
	Iteration 9Q: 3 clusters Score -115145.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -115156.101562 Penalty: 2160.940674
	Iteration 10Q: 3 clusters Score -115156.1 nChanged 8
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: -115161.515625 Penalty: 2160.940674
	Iteration 11Q: 3 clusters Score -115161.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -115166.546875 Penalty: 2160.940674
	Iteration 12Q: 3 clusters Score -115166.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -115173.054688 Penalty: 2160.940674
	Iteration 13Q: 3 clusters Score -115173.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -115177.140625 Penalty: 2160.940674
	Iteration 14Q: 3 clusters Score -115177.1 nChanged 4
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: -115181.382812 Penalty: 2160.940674
	Iteration 15Q: 3 clusters Score -115181.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -115188.343750 Penalty: 2160.940674
	Iteration 16Q: 3 clusters Score -115188.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -115196.539062 Penalty: 2160.940674
	Iteration 17Q: 3 clusters Score -115196.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -115203.906250 Penalty: 2160.940674
	Iteration 18Q: 3 clusters Score -115203.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -115210.390625 Penalty: 2160.940674
	Iteration 19Q: 3 clusters Score -115210.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -115216.468750 Penalty: 2160.940674
	Iteration 20F: 3 clusters Score -115216.5 nChanged 6
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: -115222.257812 Penalty: 2160.940674
	Iteration 21Q: 3 clusters Score -115222.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -115229.351562 Penalty: 2160.940674
	Iteration 22Q: 3 clusters Score -115229.4 nChanged 6
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: -115238.289062 Penalty: 2160.940674
	Iteration 23Q: 3 clusters Score -115238.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -115245.296875 Penalty: 2160.940674
	Iteration 24Q: 3 clusters Score -115245.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -115254.695312 Penalty: 2160.940674
	Iteration 25Q: 3 clusters Score -115254.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -115259.164062 Penalty: 2160.940674
	Iteration 26Q: 3 clusters Score -115259.2 nChanged 4
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: -115266.500000 Penalty: 2160.940674
	Iteration 27Q: 3 clusters Score -115266.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -115270.562500 Penalty: 2160.940674
	Iteration 28Q: 3 clusters Score -115270.6 nChanged 4
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: -115274.515625 Penalty: 2160.940674
	Iteration 29Q: 3 clusters Score -115274.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -115279.250000 Penalty: 2160.940674
	Iteration 30Q: 3 clusters Score -115279.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -115281.859375 Penalty: 2160.940674
	Iteration 31Q: 3 clusters Score -115281.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -115284.257812 Penalty: 2160.940674
	Iteration 32Q: 3 clusters Score -115284.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -115286.695312 Penalty: 2160.940674
	Iteration 33Q: 3 clusters Score -115286.7 nChanged 4
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: -115291.992188 Penalty: 2160.940674
	Iteration 34Q: 3 clusters Score -115292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -115299.710938 Penalty: 2160.940674
	Iteration 35Q: 3 clusters Score -115299.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -115303.593750 Penalty: 2160.940674
	Iteration 36Q: 3 clusters Score -115303.6 nChanged 5
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: -115308.039062 Penalty: 2160.940674
	Iteration 37Q: 3 clusters Score -115308 nChanged 7
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: -115314.953125 Penalty: 2160.940674
	Iteration 38Q: 3 clusters Score -115315 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: -115319.445312 Penalty: 2160.940674
	Iteration 39Q: 3 clusters Score -115319.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -115321.226562 Penalty: 2160.940674
	Iteration 40F: 3 clusters Score -115321.2 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: -115326.328125 Penalty: 2160.940674
	Iteration 41Q: 3 clusters Score -115326.3 nChanged 6
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: -115335.750000 Penalty: 2160.940674
	Iteration 42Q: 3 clusters Score -115335.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -115337.742188 Penalty: 2160.940674
	Iteration 43Q: 3 clusters Score -115337.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -115347.195312 Penalty: 2160.940674
	Iteration 44Q: 3 clusters Score -115347.2 nChanged 5
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: -115352.953125 Penalty: 2160.940674
	Iteration 45Q: 3 clusters Score -115353 nChanged 1
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: -115360.054688 Penalty: 2160.940674
	Iteration 46Q: 3 clusters Score -115360.1 nChanged 2
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: -115370.593750 Penalty: 2160.940674
	Iteration 47Q: 3 clusters Score -115370.6 nChanged 5
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: -115379.328125 Penalty: 2160.940674
	Iteration 48Q: 3 clusters Score -115379.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -115389.718750 Penalty: 2160.940674
	Iteration 49Q: 3 clusters Score -115389.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -115391.695312 Penalty: 2160.940674
	Iteration 50Q: 3 clusters Score -115391.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -115391.695312 Penalty: 2160.940674
	Iteration 51F: 3 clusters Score -115391.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (36764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36764 members 
Entering Unmasked Estep 
Score: -3816911.750000 Penalty: 1564.226562
	Iteration 0F: 2 clusters Score -3816912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -3792848.750000 Penalty: 3128.453125
	Iteration 0F: 3 clusters Score -3792849 nChanged 16635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -3801962.000000 Penalty: 3128.453125
	Iteration 1F: 3 clusters Score -3801962 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -3802555.500000 Penalty: 3128.453125
	Iteration 2Q: 3 clusters Score -3802556 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -3803198.000000 Penalty: 3128.453125
	Iteration 3Q: 3 clusters Score -3803198 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -3803896.000000 Penalty: 3128.453125
	Iteration 4Q: 3 clusters Score -3803896 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -3804727.250000 Penalty: 3128.453125
	Iteration 5Q: 3 clusters Score -3804727 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 22174 members 
Entering Unmasked Estep 
Score: -3805767.000000 Penalty: 3128.453125
	Iteration 6Q: 3 clusters Score -3805767 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 23204 members 
Entering Unmasked Estep 
Score: -3806967.250000 Penalty: 3128.453125
	Iteration 7F: 3 clusters Score -3806967 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -3808337.500000 Penalty: 3128.453125
	Iteration 8F: 3 clusters Score -3808338 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 25401 members 
Entering Unmasked Estep 
Score: -3809842.500000 Penalty: 3128.453125
	Iteration 9F: 3 clusters Score -3809842 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 26255 members 
Entering Unmasked Estep 
Score: -3811144.500000 Penalty: 3128.453125
	Iteration 10Q: 3 clusters Score -3811144 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 26903 members 
Entering Unmasked Estep 
Score: -3812179.000000 Penalty: 3128.453125
	Iteration 11Q: 3 clusters Score -3812179 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 27409 members 
Entering Unmasked Estep 
Score: -3812975.750000 Penalty: 3128.453125
	Iteration 12Q: 3 clusters Score -3812976 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 27818 members 
Entering Unmasked Estep 
Score: -3813475.250000 Penalty: 3128.453125
	Iteration 13Q: 3 clusters Score -3813475 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 28194 members 
Entering Unmasked Estep 
Score: -3813836.000000 Penalty: 3128.453125
	Iteration 14Q: 3 clusters Score -3813836 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 28534 members 
Entering Unmasked Estep 
Score: -3814145.250000 Penalty: 3128.453125
	Iteration 15Q: 3 clusters Score -3814145 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 28861 members 
Entering Unmasked Estep 
Score: -3814446.750000 Penalty: 3128.453125
	Iteration 16Q: 3 clusters Score -3814447 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 29189 members 
Entering Unmasked Estep 
Score: -3814692.000000 Penalty: 3128.453125
	Iteration 17Q: 3 clusters Score -3814692 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 29498 members 
Entering Unmasked Estep 
Score: -3814903.500000 Penalty: 3128.453125
	Iteration 18Q: 3 clusters Score -3814904 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 29760 members 
Entering Unmasked Estep 
Score: -3815078.250000 Penalty: 3128.453125
	Iteration 19Q: 3 clusters Score -3815078 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -3815168.000000 Penalty: 3128.453125
	Iteration 20F: 3 clusters Score -3815168 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 30211 members 
Entering Unmasked Estep 
Score: -3815249.750000 Penalty: 3128.453125
	Iteration 21Q: 3 clusters Score -3815250 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 30435 members 
Entering Unmasked Estep 
Score: -3815320.000000 Penalty: 3128.453125
	Iteration 22Q: 3 clusters Score -3815320 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 30650 members 
Entering Unmasked Estep 
Score: -3815381.750000 Penalty: 3128.453125
	Iteration 23Q: 3 clusters Score -3815382 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 30847 members 
Entering Unmasked Estep 
Score: -3815432.250000 Penalty: 3128.453125
	Iteration 24Q: 3 clusters Score -3815432 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 31037 members 
Entering Unmasked Estep 
Score: -3815477.250000 Penalty: 3128.453125
	Iteration 25Q: 3 clusters Score -3815477 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 31218 members 
Entering Unmasked Estep 
Score: -3815526.500000 Penalty: 3128.453125
	Iteration 26Q: 3 clusters Score -3815526 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 31375 members 
Entering Unmasked Estep 
Score: -3815563.000000 Penalty: 3128.453125
	Iteration 27Q: 3 clusters Score -3815563 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 31531 members 
Entering Unmasked Estep 
Score: -3815606.250000 Penalty: 3128.453125
	Iteration 28Q: 3 clusters Score -3815606 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 31643 members 
Entering Unmasked Estep 
Score: -3815632.250000 Penalty: 3128.453125
	Iteration 29Q: 3 clusters Score -3815632 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 31764 members 
Entering Unmasked Estep 
Score: -3815651.750000 Penalty: 3128.453125
	Iteration 30Q: 3 clusters Score -3815652 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 31896 members 
Entering Unmasked Estep 
Score: -3815693.000000 Penalty: 3128.453125
	Iteration 31Q: 3 clusters Score -3815693 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 32028 members 
Entering Unmasked Estep 
Score: -3815713.250000 Penalty: 3128.453125
	Iteration 32Q: 3 clusters Score -3815713 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -3815728.000000 Penalty: 3128.453125
	Iteration 33Q: 3 clusters Score -3815728 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 32279 members 
Entering Unmasked Estep 
Score: -3815748.750000 Penalty: 3128.453125
	Iteration 34Q: 3 clusters Score -3815749 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 32390 members 
Entering Unmasked Estep 
Score: -3815775.750000 Penalty: 3128.453125
	Iteration 35Q: 3 clusters Score -3815776 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 32498 members 
Entering Unmasked Estep 
Score: -3815803.000000 Penalty: 3128.453125
	Iteration 36Q: 3 clusters Score -3815803 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 32593 members 
Entering Unmasked Estep 
Score: -3815817.000000 Penalty: 3128.453125
	Iteration 37Q: 3 clusters Score -3815817 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 32690 members 
Entering Unmasked Estep 
Score: -3815847.750000 Penalty: 3128.453125
	Iteration 38Q: 3 clusters Score -3815848 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 32785 members 
Entering Unmasked Estep 
Score: -3815880.000000 Penalty: 3128.453125
	Iteration 39Q: 3 clusters Score -3815880 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 32887 members 
Entering Unmasked Estep 
Score: -3815905.500000 Penalty: 3128.453125
	Iteration 40F: 3 clusters Score -3815906 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 33000 members 
Entering Unmasked Estep 
Score: -3815937.000000 Penalty: 3128.453125
	Iteration 41Q: 3 clusters Score -3815937 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 33099 members 
Entering Unmasked Estep 
Score: -3815963.250000 Penalty: 3128.453125
	Iteration 42Q: 3 clusters Score -3815963 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 33170 members 
Entering Unmasked Estep 
Score: -3815977.000000 Penalty: 3128.453125
	Iteration 43Q: 3 clusters Score -3815977 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 33240 members 
Entering Unmasked Estep 
Score: -3815993.500000 Penalty: 3128.453125
	Iteration 44Q: 3 clusters Score -3815994 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 33304 members 
Entering Unmasked Estep 
Score: -3816009.500000 Penalty: 3128.453125
	Iteration 45Q: 3 clusters Score -3816010 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 33376 members 
Entering Unmasked Estep 
Score: -3816023.000000 Penalty: 3128.453125
	Iteration 46Q: 3 clusters Score -3816023 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 33443 members 
Entering Unmasked Estep 
Score: -3816037.250000 Penalty: 3128.453125
	Iteration 47Q: 3 clusters Score -3816037 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 33504 members 
Entering Unmasked Estep 
Score: -3816052.250000 Penalty: 3128.453125
	Iteration 48Q: 3 clusters Score -3816052 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 33554 members 
Entering Unmasked Estep 
Score: -3816064.000000 Penalty: 3128.453125
	Iteration 49Q: 3 clusters Score -3816064 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 33604 members 
Entering Unmasked Estep 
Score: -3816081.500000 Penalty: 3128.453125
	Iteration 50Q: 3 clusters Score -3816082 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 33654 members 
Entering Unmasked Estep 
Score: -3816089.750000 Penalty: 3128.453125
	Iteration 51Q: 3 clusters Score -3816090 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 33708 members 
Entering Unmasked Estep 
Score: -3816088.750000 Penalty: 3128.453125
	Iteration 52Q: 3 clusters Score -3816089 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 33760 members 
Entering Unmasked Estep 
Score: -3816092.000000 Penalty: 3128.453125
	Iteration 53Q: 3 clusters Score -3816092 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 33793 members 
Entering Unmasked Estep 
Score: -3816104.250000 Penalty: 3128.453125
	Iteration 54Q: 3 clusters Score -3816104 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 33826 members 
Entering Unmasked Estep 
Score: -3816111.500000 Penalty: 3128.453125
	Iteration 55Q: 3 clusters Score -3816112 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 33857 members 
Entering Unmasked Estep 
Score: -3816114.750000 Penalty: 3128.453125
	Iteration 56Q: 3 clusters Score -3816115 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 33892 members 
Entering Unmasked Estep 
Score: -3816123.500000 Penalty: 3128.453125
	Iteration 57Q: 3 clusters Score -3816124 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 33931 members 
Entering Unmasked Estep 
Score: -3816123.750000 Penalty: 3128.453125
	Iteration 58Q: 3 clusters Score -3816124 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 33961 members 
Entering Unmasked Estep 
Score: -3816133.000000 Penalty: 3128.453125
	Iteration 59Q: 3 clusters Score -3816133 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 33994 members 
Entering Unmasked Estep 
Score: -3816153.750000 Penalty: 3128.453125
	Iteration 60F: 3 clusters Score -3816154 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 34019 members 
Entering Unmasked Estep 
Score: -3816168.750000 Penalty: 3128.453125
	Iteration 61Q: 3 clusters Score -3816169 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 34036 members 
Entering Unmasked Estep 
Score: -3816162.500000 Penalty: 3128.453125
	Iteration 62Q: 3 clusters Score -3816162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 34045 members 
Entering Unmasked Estep 
Score: -3816167.250000 Penalty: 3128.453125
	Iteration 63Q: 3 clusters Score -3816167 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 34057 members 
Entering Unmasked Estep 
Score: -3816170.500000 Penalty: 3128.453125
	Iteration 64Q: 3 clusters Score -3816170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 34059 members 
Entering Unmasked Estep 
Score: -3816169.000000 Penalty: 3128.453125
	Iteration 65Q: 3 clusters Score -3816169 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 34070 members 
Entering Unmasked Estep 
Score: -3816171.250000 Penalty: 3128.453125
	Iteration 66Q: 3 clusters Score -3816171 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 34082 members 
Entering Unmasked Estep 
Score: -3816173.750000 Penalty: 3128.453125
	Iteration 67Q: 3 clusters Score -3816174 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 34095 members 
Entering Unmasked Estep 
Score: -3816175.500000 Penalty: 3128.453125
	Iteration 68Q: 3 clusters Score -3816176 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 34109 members 
Entering Unmasked Estep 
Score: -3816180.750000 Penalty: 3128.453125
	Iteration 69Q: 3 clusters Score -3816181 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 34119 members 
Entering Unmasked Estep 
Score: -3816185.750000 Penalty: 3128.453125
	Iteration 70Q: 3 clusters Score -3816186 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 34136 members 
Entering Unmasked Estep 
Score: -3816187.250000 Penalty: 3128.453125
	Iteration 71Q: 3 clusters Score -3816187 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 34155 members 
Entering Unmasked Estep 
Score: -3816193.500000 Penalty: 3128.453125
	Iteration 72Q: 3 clusters Score -3816194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 34171 members 
Entering Unmasked Estep 
Score: -3816196.000000 Penalty: 3128.453125
	Iteration 73Q: 3 clusters Score -3816196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 34185 members 
Entering Unmasked Estep 
Score: -3816203.500000 Penalty: 3128.453125
	Iteration 74Q: 3 clusters Score -3816204 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 34201 members 
Entering Unmasked Estep 
Score: -3816206.000000 Penalty: 3128.453125
	Iteration 75Q: 3 clusters Score -3816206 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 34217 members 
Entering Unmasked Estep 
Score: -3816215.750000 Penalty: 3128.453125
	Iteration 76Q: 3 clusters Score -3816216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 34234 members 
Entering Unmasked Estep 
Score: -3816214.250000 Penalty: 3128.453125
	Iteration 77Q: 3 clusters Score -3816214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 34246 members 
Entering Unmasked Estep 
Score: -3816211.500000 Penalty: 3128.453125
	Iteration 78Q: 3 clusters Score -3816212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 34258 members 
Entering Unmasked Estep 
Score: -3816210.500000 Penalty: 3128.453125
	Iteration 79Q: 3 clusters Score -3816210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 34269 members 
Entering Unmasked Estep 
Score: -3816223.750000 Penalty: 3128.453125
	Iteration 80F: 3 clusters Score -3816224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 34280 members 
Entering Unmasked Estep 
Score: -3816225.500000 Penalty: 3128.453125
	Iteration 81Q: 3 clusters Score -3816226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 34299 members 
Entering Unmasked Estep 
Score: -3816225.750000 Penalty: 3128.453125
	Iteration 82Q: 3 clusters Score -3816226 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 34320 members 
Entering Unmasked Estep 
Score: -3816238.000000 Penalty: 3128.453125
	Iteration 83Q: 3 clusters Score -3816238 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 34341 members 
Entering Unmasked Estep 
Score: -3816252.250000 Penalty: 3128.453125
	Iteration 84Q: 3 clusters Score -3816252 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 34360 members 
Entering Unmasked Estep 
Score: -3816252.250000 Penalty: 3128.453125
	Iteration 85Q: 3 clusters Score -3816252 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 34383 members 
Entering Unmasked Estep 
Score: -3816254.000000 Penalty: 3128.453125
	Iteration 86Q: 3 clusters Score -3816254 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 34405 members 
Entering Unmasked Estep 
Score: -3816262.250000 Penalty: 3128.453125
	Iteration 87Q: 3 clusters Score -3816262 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 34423 members 
Entering Unmasked Estep 
Score: -3816265.750000 Penalty: 3128.453125
	Iteration 88Q: 3 clusters Score -3816266 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 34438 members 
Entering Unmasked Estep 
Score: -3816273.250000 Penalty: 3128.453125
	Iteration 89Q: 3 clusters Score -3816273 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 34449 members 
Entering Unmasked Estep 
Score: -3816275.250000 Penalty: 3128.453125
	Iteration 90Q: 3 clusters Score -3816275 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 34462 members 
Entering Unmasked Estep 
Score: -3816275.500000 Penalty: 3128.453125
	Iteration 91Q: 3 clusters Score -3816276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 34472 members 
Entering Unmasked Estep 
Score: -3816276.000000 Penalty: 3128.453125
	Iteration 92Q: 3 clusters Score -3816276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 34482 members 
Entering Unmasked Estep 
Score: -3816278.750000 Penalty: 3128.453125
	Iteration 93Q: 3 clusters Score -3816279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 34487 members 
Entering Unmasked Estep 
Score: -3816283.500000 Penalty: 3128.453125
	Iteration 94Q: 3 clusters Score -3816284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 34489 members 
Entering Unmasked Estep 
Score: -3816279.500000 Penalty: 3128.453125
	Iteration 95Q: 3 clusters Score -3816280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 34495 members 
Entering Unmasked Estep 
Score: -3816286.250000 Penalty: 3128.453125
	Iteration 96Q: 3 clusters Score -3816286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 34498 members 
Entering Unmasked Estep 
Score: -3816284.000000 Penalty: 3128.453125
	Iteration 97Q: 3 clusters Score -3816284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 34500 members 
Entering Unmasked Estep 
Score: -3816279.750000 Penalty: 3128.453125
	Iteration 98Q: 3 clusters Score -3816280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 34503 members 
Entering Unmasked Estep 
Score: -3816284.500000 Penalty: 3128.453125
	Iteration 99Q: 3 clusters Score -3816284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 34504 members 
Entering Unmasked Estep 
Score: -3816282.750000 Penalty: 3128.453125
	Iteration 100F: 3 clusters Score -3816283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 34504 members 
Entering Unmasked Estep 
Score: -3816284.750000 Penalty: 3128.453125
	Iteration 101Q: 3 clusters Score -3816285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 34504 members 
Entering Unmasked Estep 
Score: -3816284.750000 Penalty: 3128.453125
	Iteration 102F: 3 clusters Score -3816285 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Entering Unmasked Estep 
Score: -561100.875000 Penalty: 1283.955688
	Iteration 0F: 2 clusters Score -561100.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -557036.687500 Penalty: 2567.911377
	Iteration 0F: 3 clusters Score -557036.7 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -558236.250000 Penalty: 2567.911377
	Iteration 1F: 3 clusters Score -558236.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -558461.750000 Penalty: 2567.911377
	Iteration 2F: 3 clusters Score -558461.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -558621.750000 Penalty: 2567.911377
	Iteration 3F: 3 clusters Score -558621.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -558750.187500 Penalty: 2567.911377
	Iteration 4Q: 3 clusters Score -558750.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -558861.250000 Penalty: 2567.911377
	Iteration 5Q: 3 clusters Score -558861.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -558962.937500 Penalty: 2567.911377
	Iteration 6Q: 3 clusters Score -558962.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -559091.000000 Penalty: 2567.911377
	Iteration 7Q: 3 clusters Score -559091 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -559238.062500 Penalty: 2567.911377
	Iteration 8Q: 3 clusters Score -559238.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -559398.937500 Penalty: 2567.911377
	Iteration 9Q: 3 clusters Score -559398.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -559563.062500 Penalty: 2567.911377
	Iteration 10Q: 3 clusters Score -559563.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -559713.062500 Penalty: 2567.911377
	Iteration 11Q: 3 clusters Score -559713.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -559829.312500 Penalty: 2567.911377
	Iteration 12Q: 3 clusters Score -559829.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -559932.750000 Penalty: 2567.911377
	Iteration 13Q: 3 clusters Score -559932.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -560024.750000 Penalty: 2567.911377
	Iteration 14Q: 3 clusters Score -560024.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -560101.812500 Penalty: 2567.911377
	Iteration 15Q: 3 clusters Score -560101.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -560174.187500 Penalty: 2567.911377
	Iteration 16Q: 3 clusters Score -560174.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -560239.875000 Penalty: 2567.911377
	Iteration 17Q: 3 clusters Score -560239.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -560304.062500 Penalty: 2567.911377
	Iteration 18Q: 3 clusters Score -560304.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -560348.187500 Penalty: 2567.911377
	Iteration 19Q: 3 clusters Score -560348.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -560382.062500 Penalty: 2567.911377
	Iteration 20F: 3 clusters Score -560382.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -560414.437500 Penalty: 2567.911377
	Iteration 21Q: 3 clusters Score -560414.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -560431.187500 Penalty: 2567.911377
	Iteration 22Q: 3 clusters Score -560431.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -560446.625000 Penalty: 2567.911377
	Iteration 23Q: 3 clusters Score -560446.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -560451.562500 Penalty: 2567.911377
	Iteration 24Q: 3 clusters Score -560451.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -560457.000000 Penalty: 2567.911377
	Iteration 25Q: 3 clusters Score -560457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -560460.187500 Penalty: 2567.911377
	Iteration 26Q: 3 clusters Score -560460.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -560463.437500 Penalty: 2567.911377
	Iteration 27Q: 3 clusters Score -560463.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -560468.562500 Penalty: 2567.911377
	Iteration 28Q: 3 clusters Score -560468.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -560473.812500 Penalty: 2567.911377
	Iteration 29Q: 3 clusters Score -560473.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -560480.375000 Penalty: 2567.911377
	Iteration 30Q: 3 clusters Score -560480.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -560484.562500 Penalty: 2567.911377
	Iteration 31Q: 3 clusters Score -560484.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -560486.937500 Penalty: 2567.911377
	Iteration 32Q: 3 clusters Score -560486.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -560486.687500 Penalty: 2567.911377
	Iteration 33Q: 3 clusters Score -560486.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -560486.562500 Penalty: 2567.911377
	Iteration 34Q: 3 clusters Score -560486.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -560487.562500 Penalty: 2567.911377
	Iteration 35Q: 3 clusters Score -560487.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -560487.375000 Penalty: 2567.911377
	Iteration 36Q: 3 clusters Score -560487.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -560488.062500 Penalty: 2567.911377
	Iteration 37Q: 3 clusters Score -560488.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -560488.562500 Penalty: 2567.911377
	Iteration 38Q: 3 clusters Score -560488.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -560488.812500 Penalty: 2567.911377
	Iteration 39Q: 3 clusters Score -560488.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -560488.812500 Penalty: 2567.911377
	Iteration 40F: 3 clusters Score -560488.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Entering Unmasked Estep 
Score: -399502.500000 Penalty: 1249.984619
	Iteration 0F: 2 clusters Score -399502.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -396151.187500 Penalty: 2499.969238
	Iteration 0F: 3 clusters Score -396151.2 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -397174.062500 Penalty: 2499.969238
	Iteration 1F: 3 clusters Score -397174.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -397476.687500 Penalty: 2499.969238
	Iteration 2F: 3 clusters Score -397476.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -397713.000000 Penalty: 2499.969238
	Iteration 3F: 3 clusters Score -397713 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -397870.625000 Penalty: 2499.969238
	Iteration 4Q: 3 clusters Score -397870.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -397997.156250 Penalty: 2499.969238
	Iteration 5Q: 3 clusters Score -397997.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -398129.781250 Penalty: 2499.969238
	Iteration 6Q: 3 clusters Score -398129.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -398297.531250 Penalty: 2499.969238
	Iteration 7Q: 3 clusters Score -398297.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -398451.000000 Penalty: 2499.969238
	Iteration 8Q: 3 clusters Score -398451 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -398580.218750 Penalty: 2499.969238
	Iteration 9Q: 3 clusters Score -398580.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -398695.625000 Penalty: 2499.969238
	Iteration 10Q: 3 clusters Score -398695.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -398791.656250 Penalty: 2499.969238
	Iteration 11Q: 3 clusters Score -398791.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -398858.406250 Penalty: 2499.969238
	Iteration 12Q: 3 clusters Score -398858.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -398913.437500 Penalty: 2499.969238
	Iteration 13Q: 3 clusters Score -398913.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -398959.437500 Penalty: 2499.969238
	Iteration 14Q: 3 clusters Score -398959.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -399003.562500 Penalty: 2499.969238
	Iteration 15Q: 3 clusters Score -399003.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -399041.906250 Penalty: 2499.969238
	Iteration 16Q: 3 clusters Score -399041.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -399076.250000 Penalty: 2499.969238
	Iteration 17Q: 3 clusters Score -399076.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -399110.031250 Penalty: 2499.969238
	Iteration 18Q: 3 clusters Score -399110 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -399135.093750 Penalty: 2499.969238
	Iteration 19Q: 3 clusters Score -399135.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -399155.250000 Penalty: 2499.969238
	Iteration 20F: 3 clusters Score -399155.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -399181.156250 Penalty: 2499.969238
	Iteration 21Q: 3 clusters Score -399181.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -399202.625000 Penalty: 2499.969238
	Iteration 22Q: 3 clusters Score -399202.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -399221.562500 Penalty: 2499.969238
	Iteration 23Q: 3 clusters Score -399221.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -399236.781250 Penalty: 2499.969238
	Iteration 24Q: 3 clusters Score -399236.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -399245.500000 Penalty: 2499.969238
	Iteration 25Q: 3 clusters Score -399245.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -399258.781250 Penalty: 2499.969238
	Iteration 26Q: 3 clusters Score -399258.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -399267.125000 Penalty: 2499.969238
	Iteration 27Q: 3 clusters Score -399267.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -399272.156250 Penalty: 2499.969238
	Iteration 28Q: 3 clusters Score -399272.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -399277.750000 Penalty: 2499.969238
	Iteration 29Q: 3 clusters Score -399277.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -399282.593750 Penalty: 2499.969238
	Iteration 30Q: 3 clusters Score -399282.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -399286.218750 Penalty: 2499.969238
	Iteration 31Q: 3 clusters Score -399286.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -399288.406250 Penalty: 2499.969238
	Iteration 32Q: 3 clusters Score -399288.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -399288.062500 Penalty: 2499.969238
	Iteration 33Q: 3 clusters Score -399288.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -399288.062500 Penalty: 2499.969238
	Iteration 34F: 3 clusters Score -399288.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Entering Unmasked Estep 
Score: -672888.062500 Penalty: 1304.717529
	Iteration 0F: 2 clusters Score -672888.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -668319.125000 Penalty: 2609.435059
	Iteration 0F: 3 clusters Score -668319.1 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -669788.437500 Penalty: 2609.435059
	Iteration 1F: 3 clusters Score -669788.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -670025.437500 Penalty: 2609.435059
	Iteration 2F: 3 clusters Score -670025.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -670170.500000 Penalty: 2609.435059
	Iteration 3Q: 3 clusters Score -670170.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -670272.500000 Penalty: 2609.435059
	Iteration 4Q: 3 clusters Score -670272.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -670349.875000 Penalty: 2609.435059
	Iteration 5Q: 3 clusters Score -670349.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -670403.687500 Penalty: 2609.435059
	Iteration 6Q: 3 clusters Score -670403.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -670454.437500 Penalty: 2609.435059
	Iteration 7Q: 3 clusters Score -670454.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -670516.187500 Penalty: 2609.435059
	Iteration 8Q: 3 clusters Score -670516.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -670576.062500 Penalty: 2609.435059
	Iteration 9Q: 3 clusters Score -670576.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -670635.437500 Penalty: 2609.435059
	Iteration 10Q: 3 clusters Score -670635.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -670686.625000 Penalty: 2609.435059
	Iteration 11Q: 3 clusters Score -670686.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -670728.750000 Penalty: 2609.435059
	Iteration 12Q: 3 clusters Score -670728.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -670769.687500 Penalty: 2609.435059
	Iteration 13Q: 3 clusters Score -670769.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -670809.625000 Penalty: 2609.435059
	Iteration 14Q: 3 clusters Score -670809.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -670848.062500 Penalty: 2609.435059
	Iteration 15Q: 3 clusters Score -670848.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -670891.000000 Penalty: 2609.435059
	Iteration 16Q: 3 clusters Score -670891 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -670941.812500 Penalty: 2609.435059
	Iteration 17Q: 3 clusters Score -670941.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -670994.812500 Penalty: 2609.435059
	Iteration 18Q: 3 clusters Score -670994.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -671045.687500 Penalty: 2609.435059
	Iteration 19Q: 3 clusters Score -671045.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -671105.562500 Penalty: 2609.435059
	Iteration 20F: 3 clusters Score -671105.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -671166.750000 Penalty: 2609.435059
	Iteration 21Q: 3 clusters Score -671166.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -671219.312500 Penalty: 2609.435059
	Iteration 22Q: 3 clusters Score -671219.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -671271.187500 Penalty: 2609.435059
	Iteration 23Q: 3 clusters Score -671271.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -671305.875000 Penalty: 2609.435059
	Iteration 24Q: 3 clusters Score -671305.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -671332.125000 Penalty: 2609.435059
	Iteration 25Q: 3 clusters Score -671332.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -671355.125000 Penalty: 2609.435059
	Iteration 26Q: 3 clusters Score -671355.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -671388.437500 Penalty: 2609.435059
	Iteration 27Q: 3 clusters Score -671388.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -671412.250000 Penalty: 2609.435059
	Iteration 28Q: 3 clusters Score -671412.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -671438.500000 Penalty: 2609.435059
	Iteration 29Q: 3 clusters Score -671438.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -671463.312500 Penalty: 2609.435059
	Iteration 30Q: 3 clusters Score -671463.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -671484.250000 Penalty: 2609.435059
	Iteration 31Q: 3 clusters Score -671484.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -671496.562500 Penalty: 2609.435059
	Iteration 32Q: 3 clusters Score -671496.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -671507.000000 Penalty: 2609.435059
	Iteration 33Q: 3 clusters Score -671507 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -671517.937500 Penalty: 2609.435059
	Iteration 34Q: 3 clusters Score -671517.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -671529.250000 Penalty: 2609.435059
	Iteration 35Q: 3 clusters Score -671529.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -671543.125000 Penalty: 2609.435059
	Iteration 36Q: 3 clusters Score -671543.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -671552.750000 Penalty: 2609.435059
	Iteration 37Q: 3 clusters Score -671552.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -671562.062500 Penalty: 2609.435059
	Iteration 38Q: 3 clusters Score -671562.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -671575.062500 Penalty: 2609.435059
	Iteration 39Q: 3 clusters Score -671575.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -671591.625000 Penalty: 2609.435059
	Iteration 40F: 3 clusters Score -671591.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -671606.250000 Penalty: 2609.435059
	Iteration 41Q: 3 clusters Score -671606.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -671620.937500 Penalty: 2609.435059
	Iteration 42Q: 3 clusters Score -671620.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -671633.062500 Penalty: 2609.435059
	Iteration 43Q: 3 clusters Score -671633.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -671643.625000 Penalty: 2609.435059
	Iteration 44Q: 3 clusters Score -671643.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -671655.250000 Penalty: 2609.435059
	Iteration 45Q: 3 clusters Score -671655.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -671668.437500 Penalty: 2609.435059
	Iteration 46Q: 3 clusters Score -671668.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -671681.250000 Penalty: 2609.435059
	Iteration 47Q: 3 clusters Score -671681.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -671692.437500 Penalty: 2609.435059
	Iteration 48Q: 3 clusters Score -671692.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -671700.750000 Penalty: 2609.435059
	Iteration 49Q: 3 clusters Score -671700.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -671710.625000 Penalty: 2609.435059
	Iteration 50Q: 3 clusters Score -671710.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -671719.562500 Penalty: 2609.435059
	Iteration 51Q: 3 clusters Score -671719.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -671725.875000 Penalty: 2609.435059
	Iteration 52Q: 3 clusters Score -671725.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -671736.812500 Penalty: 2609.435059
	Iteration 53Q: 3 clusters Score -671736.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -671743.312500 Penalty: 2609.435059
	Iteration 54Q: 3 clusters Score -671743.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -671749.187500 Penalty: 2609.435059
	Iteration 55Q: 3 clusters Score -671749.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -671758.437500 Penalty: 2609.435059
	Iteration 56Q: 3 clusters Score -671758.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -671762.125000 Penalty: 2609.435059
	Iteration 57Q: 3 clusters Score -671762.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -671768.187500 Penalty: 2609.435059
	Iteration 58Q: 3 clusters Score -671768.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -671775.750000 Penalty: 2609.435059
	Iteration 59Q: 3 clusters Score -671775.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -671782.625000 Penalty: 2609.435059
	Iteration 60F: 3 clusters Score -671782.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -671787.437500 Penalty: 2609.435059
	Iteration 61Q: 3 clusters Score -671787.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -671790.500000 Penalty: 2609.435059
	Iteration 62Q: 3 clusters Score -671790.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -671794.250000 Penalty: 2609.435059
	Iteration 63Q: 3 clusters Score -671794.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -671796.687500 Penalty: 2609.435059
	Iteration 64Q: 3 clusters Score -671796.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -671798.187500 Penalty: 2609.435059
	Iteration 65Q: 3 clusters Score -671798.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -671802.500000 Penalty: 2609.435059
	Iteration 66Q: 3 clusters Score -671802.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -671806.312500 Penalty: 2609.435059
	Iteration 67Q: 3 clusters Score -671806.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -671809.062500 Penalty: 2609.435059
	Iteration 68Q: 3 clusters Score -671809.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -671812.562500 Penalty: 2609.435059
	Iteration 69Q: 3 clusters Score -671812.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -671813.312500 Penalty: 2609.435059
	Iteration 70Q: 3 clusters Score -671813.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -671815.000000 Penalty: 2609.435059
	Iteration 71Q: 3 clusters Score -671815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -671815.375000 Penalty: 2609.435059
	Iteration 72Q: 3 clusters Score -671815.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -671815.687500 Penalty: 2609.435059
	Iteration 73Q: 3 clusters Score -671815.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -671815.687500 Penalty: 2609.435059
	Iteration 74F: 3 clusters Score -671815.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Entering Unmasked Estep 
Score: -1527448.750000 Penalty: 1427.876221
	Iteration 0F: 2 clusters Score -1527449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1517684.625000 Penalty: 2855.752441
	Iteration 0F: 3 clusters Score -1517685 nChanged 6321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1521025.625000 Penalty: 2855.752441
	Iteration 1F: 3 clusters Score -1521026 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1521386.625000 Penalty: 2855.752441
	Iteration 2F: 3 clusters Score -1521387 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1521728.875000 Penalty: 2855.752441
	Iteration 3F: 3 clusters Score -1521729 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1522110.375000 Penalty: 2855.752441
	Iteration 4F: 3 clusters Score -1522110 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1522526.875000 Penalty: 2855.752441
	Iteration 5F: 3 clusters Score -1522527 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1523019.250000 Penalty: 2855.752441
	Iteration 6F: 3 clusters Score -1523019 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1523605.250000 Penalty: 2855.752441
	Iteration 7F: 3 clusters Score -1523605 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -1524185.000000 Penalty: 2855.752441
	Iteration 8F: 3 clusters Score -1524185 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -1524732.375000 Penalty: 2855.752441
	Iteration 9Q: 3 clusters Score -1524732 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -1525175.875000 Penalty: 2855.752441
	Iteration 10Q: 3 clusters Score -1525176 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -1525480.125000 Penalty: 2855.752441
	Iteration 11Q: 3 clusters Score -1525480 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -1525738.375000 Penalty: 2855.752441
	Iteration 12Q: 3 clusters Score -1525738 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -1525913.000000 Penalty: 2855.752441
	Iteration 13Q: 3 clusters Score -1525913 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -1526013.750000 Penalty: 2855.752441
	Iteration 14Q: 3 clusters Score -1526014 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -1526091.500000 Penalty: 2855.752441
	Iteration 15Q: 3 clusters Score -1526092 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -1526134.875000 Penalty: 2855.752441
	Iteration 16Q: 3 clusters Score -1526135 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -1526176.875000 Penalty: 2855.752441
	Iteration 17Q: 3 clusters Score -1526177 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -1526208.500000 Penalty: 2855.752441
	Iteration 18Q: 3 clusters Score -1526208 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -1526234.125000 Penalty: 2855.752441
	Iteration 19Q: 3 clusters Score -1526234 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -1526251.500000 Penalty: 2855.752441
	Iteration 20F: 3 clusters Score -1526252 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -1526259.000000 Penalty: 2855.752441
	Iteration 21Q: 3 clusters Score -1526259 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -1526270.000000 Penalty: 2855.752441
	Iteration 22Q: 3 clusters Score -1526270 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -1526282.000000 Penalty: 2855.752441
	Iteration 23Q: 3 clusters Score -1526282 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -1526287.250000 Penalty: 2855.752441
	Iteration 24Q: 3 clusters Score -1526287 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -1526293.125000 Penalty: 2855.752441
	Iteration 25Q: 3 clusters Score -1526293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -1526297.375000 Penalty: 2855.752441
	Iteration 26Q: 3 clusters Score -1526297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -1526299.125000 Penalty: 2855.752441
	Iteration 27Q: 3 clusters Score -1526299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -1526298.875000 Penalty: 2855.752441
	Iteration 28Q: 3 clusters Score -1526299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -1526299.500000 Penalty: 2855.752441
	Iteration 29Q: 3 clusters Score -1526300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -1526299.500000 Penalty: 2855.752441
	Iteration 30F: 3 clusters Score -1526300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Entering Unmasked Estep 
Score: -346383.593750 Penalty: 1221.423584
	Iteration 0F: 2 clusters Score -346383.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -343501.625000 Penalty: 2442.847168
	Iteration 0F: 3 clusters Score -343501.6 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -344285.437500 Penalty: 2442.847168
	Iteration 1F: 3 clusters Score -344285.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -344452.187500 Penalty: 2442.847168
	Iteration 2F: 3 clusters Score -344452.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -344541.000000 Penalty: 2442.847168
	Iteration 3Q: 3 clusters Score -344541 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -344614.000000 Penalty: 2442.847168
	Iteration 4Q: 3 clusters Score -344614 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -344672.187500 Penalty: 2442.847168
	Iteration 5Q: 3 clusters Score -344672.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -344719.281250 Penalty: 2442.847168
	Iteration 6Q: 3 clusters Score -344719.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -344762.093750 Penalty: 2442.847168
	Iteration 7Q: 3 clusters Score -344762.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -344798.593750 Penalty: 2442.847168
	Iteration 8Q: 3 clusters Score -344798.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -344840.093750 Penalty: 2442.847168
	Iteration 9Q: 3 clusters Score -344840.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -344886.937500 Penalty: 2442.847168
	Iteration 10Q: 3 clusters Score -344886.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -344925.875000 Penalty: 2442.847168
	Iteration 11Q: 3 clusters Score -344925.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -344963.968750 Penalty: 2442.847168
	Iteration 12Q: 3 clusters Score -344964 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -345000.156250 Penalty: 2442.847168
	Iteration 13Q: 3 clusters Score -345000.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -345036.437500 Penalty: 2442.847168
	Iteration 14Q: 3 clusters Score -345036.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -345082.250000 Penalty: 2442.847168
	Iteration 15Q: 3 clusters Score -345082.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -345120.343750 Penalty: 2442.847168
	Iteration 16Q: 3 clusters Score -345120.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -345186.375000 Penalty: 2442.847168
	Iteration 17Q: 3 clusters Score -345186.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -345263.250000 Penalty: 2442.847168
	Iteration 18Q: 3 clusters Score -345263.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -345328.843750 Penalty: 2442.847168
	Iteration 19Q: 3 clusters Score -345328.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -345391.281250 Penalty: 2442.847168
	Iteration 20F: 3 clusters Score -345391.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -345452.812500 Penalty: 2442.847168
	Iteration 21Q: 3 clusters Score -345452.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -345492.468750 Penalty: 2442.847168
	Iteration 22Q: 3 clusters Score -345492.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -345517.593750 Penalty: 2442.847168
	Iteration 23Q: 3 clusters Score -345517.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -345533.156250 Penalty: 2442.847168
	Iteration 24Q: 3 clusters Score -345533.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -345550.125000 Penalty: 2442.847168
	Iteration 25Q: 3 clusters Score -345550.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -345563.812500 Penalty: 2442.847168
	Iteration 26Q: 3 clusters Score -345563.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -345575.406250 Penalty: 2442.847168
	Iteration 27Q: 3 clusters Score -345575.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -345584.906250 Penalty: 2442.847168
	Iteration 28Q: 3 clusters Score -345584.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -345594.562500 Penalty: 2442.847168
	Iteration 29Q: 3 clusters Score -345594.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -345602.125000 Penalty: 2442.847168
	Iteration 30Q: 3 clusters Score -345602.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -345608.875000 Penalty: 2442.847168
	Iteration 31Q: 3 clusters Score -345608.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -345619.281250 Penalty: 2442.847168
	Iteration 32Q: 3 clusters Score -345619.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -345633.250000 Penalty: 2442.847168
	Iteration 33Q: 3 clusters Score -345633.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -345644.937500 Penalty: 2442.847168
	Iteration 34Q: 3 clusters Score -345644.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -345650.718750 Penalty: 2442.847168
	Iteration 35Q: 3 clusters Score -345650.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -345659.750000 Penalty: 2442.847168
	Iteration 36Q: 3 clusters Score -345659.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -345671.718750 Penalty: 2442.847168
	Iteration 37Q: 3 clusters Score -345671.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -345680.187500 Penalty: 2442.847168
	Iteration 38Q: 3 clusters Score -345680.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -345685.281250 Penalty: 2442.847168
	Iteration 39Q: 3 clusters Score -345685.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -345689.562500 Penalty: 2442.847168
	Iteration 40F: 3 clusters Score -345689.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -345692.062500 Penalty: 2442.847168
	Iteration 41Q: 3 clusters Score -345692.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -345695.218750 Penalty: 2442.847168
	Iteration 42Q: 3 clusters Score -345695.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -345698.968750 Penalty: 2442.847168
	Iteration 43Q: 3 clusters Score -345699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -345701.531250 Penalty: 2442.847168
	Iteration 44Q: 3 clusters Score -345701.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -345703.000000 Penalty: 2442.847168
	Iteration 45Q: 3 clusters Score -345703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -345707.062500 Penalty: 2442.847168
	Iteration 46Q: 3 clusters Score -345707.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -345711.750000 Penalty: 2442.847168
	Iteration 47Q: 3 clusters Score -345711.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -345714.593750 Penalty: 2442.847168
	Iteration 48Q: 3 clusters Score -345714.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -345717.625000 Penalty: 2442.847168
	Iteration 49Q: 3 clusters Score -345717.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -345721.718750 Penalty: 2442.847168
	Iteration 50Q: 3 clusters Score -345721.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -345728.562500 Penalty: 2442.847168
	Iteration 51Q: 3 clusters Score -345728.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -345738.000000 Penalty: 2442.847168
	Iteration 52Q: 3 clusters Score -345738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -345741.125000 Penalty: 2442.847168
	Iteration 53Q: 3 clusters Score -345741.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -345744.187500 Penalty: 2442.847168
	Iteration 54Q: 3 clusters Score -345744.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -345751.750000 Penalty: 2442.847168
	Iteration 55Q: 3 clusters Score -345751.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -345761.375000 Penalty: 2442.847168
	Iteration 56Q: 3 clusters Score -345761.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -345767.062500 Penalty: 2442.847168
	Iteration 57Q: 3 clusters Score -345767.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -345774.750000 Penalty: 2442.847168
	Iteration 58Q: 3 clusters Score -345774.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -345784.218750 Penalty: 2442.847168
	Iteration 59Q: 3 clusters Score -345784.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -345793.687500 Penalty: 2442.847168
	Iteration 60F: 3 clusters Score -345793.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -345802.843750 Penalty: 2442.847168
	Iteration 61Q: 3 clusters Score -345802.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -345812.687500 Penalty: 2442.847168
	Iteration 62Q: 3 clusters Score -345812.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -345816.875000 Penalty: 2442.847168
	Iteration 63Q: 3 clusters Score -345816.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -345820.718750 Penalty: 2442.847168
	Iteration 64Q: 3 clusters Score -345820.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -345823.906250 Penalty: 2442.847168
	Iteration 65Q: 3 clusters Score -345823.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -345827.125000 Penalty: 2442.847168
	Iteration 66Q: 3 clusters Score -345827.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -345829.781250 Penalty: 2442.847168
	Iteration 67Q: 3 clusters Score -345829.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -345831.187500 Penalty: 2442.847168
	Iteration 68Q: 3 clusters Score -345831.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -345831.687500 Penalty: 2442.847168
	Iteration 69Q: 3 clusters Score -345831.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -345835.437500 Penalty: 2442.847168
	Iteration 70Q: 3 clusters Score -345835.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -345838.750000 Penalty: 2442.847168
	Iteration 71Q: 3 clusters Score -345838.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -345844.062500 Penalty: 2442.847168
	Iteration 72Q: 3 clusters Score -345844.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -345848.562500 Penalty: 2442.847168
	Iteration 73Q: 3 clusters Score -345848.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -345853.750000 Penalty: 2442.847168
	Iteration 74Q: 3 clusters Score -345853.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -345855.625000 Penalty: 2442.847168
	Iteration 75Q: 3 clusters Score -345855.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -345858.093750 Penalty: 2442.847168
	Iteration 76Q: 3 clusters Score -345858.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -345859.906250 Penalty: 2442.847168
	Iteration 77Q: 3 clusters Score -345859.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -345862.156250 Penalty: 2442.847168
	Iteration 78Q: 3 clusters Score -345862.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -345863.906250 Penalty: 2442.847168
	Iteration 79Q: 3 clusters Score -345863.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -345864.031250 Penalty: 2442.847168
	Iteration 80F: 3 clusters Score -345864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (18522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Entering Unmasked Estep 
Score: -1900186.625000 Penalty: 1462.215210
	Iteration 0F: 2 clusters Score -1900187 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1888090.375000 Penalty: 2924.430420
	Iteration 0F: 3 clusters Score -1888090 nChanged 8138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1892506.375000 Penalty: 2924.430420
	Iteration 1F: 3 clusters Score -1892506 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1892953.375000 Penalty: 2924.430420
	Iteration 2F: 3 clusters Score -1892953 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1893329.375000 Penalty: 2924.430420
	Iteration 3Q: 3 clusters Score -1893329 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1893707.125000 Penalty: 2924.430420
	Iteration 4Q: 3 clusters Score -1893707 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1894143.000000 Penalty: 2924.430420
	Iteration 5Q: 3 clusters Score -1894143 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1894656.125000 Penalty: 2924.430420
	Iteration 6Q: 3 clusters Score -1894656 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1895311.000000 Penalty: 2924.430420
	Iteration 7Q: 3 clusters Score -1895311 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1896062.375000 Penalty: 2924.430420
	Iteration 8F: 3 clusters Score -1896062 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1896822.875000 Penalty: 2924.430420
	Iteration 9Q: 3 clusters Score -1896823 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1897453.750000 Penalty: 2924.430420
	Iteration 10Q: 3 clusters Score -1897454 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1897949.000000 Penalty: 2924.430420
	Iteration 11Q: 3 clusters Score -1897949 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1898322.750000 Penalty: 2924.430420
	Iteration 12Q: 3 clusters Score -1898323 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1898573.250000 Penalty: 2924.430420
	Iteration 13Q: 3 clusters Score -1898573 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1898757.375000 Penalty: 2924.430420
	Iteration 14Q: 3 clusters Score -1898757 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1898865.625000 Penalty: 2924.430420
	Iteration 15Q: 3 clusters Score -1898866 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1898960.000000 Penalty: 2924.430420
	Iteration 16Q: 3 clusters Score -1898960 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1899027.375000 Penalty: 2924.430420
	Iteration 17Q: 3 clusters Score -1899027 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1899059.500000 Penalty: 2924.430420
	Iteration 18Q: 3 clusters Score -1899060 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1899088.375000 Penalty: 2924.430420
	Iteration 19Q: 3 clusters Score -1899088 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1899120.875000 Penalty: 2924.430420
	Iteration 20F: 3 clusters Score -1899121 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1899138.125000 Penalty: 2924.430420
	Iteration 21Q: 3 clusters Score -1899138 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1899151.750000 Penalty: 2924.430420
	Iteration 22Q: 3 clusters Score -1899152 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1899167.125000 Penalty: 2924.430420
	Iteration 23Q: 3 clusters Score -1899167 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1899181.750000 Penalty: 2924.430420
	Iteration 24Q: 3 clusters Score -1899182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1899193.750000 Penalty: 2924.430420
	Iteration 25Q: 3 clusters Score -1899194 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1899206.625000 Penalty: 2924.430420
	Iteration 26Q: 3 clusters Score -1899207 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1899214.125000 Penalty: 2924.430420
	Iteration 27Q: 3 clusters Score -1899214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1899221.625000 Penalty: 2924.430420
	Iteration 28Q: 3 clusters Score -1899222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1899230.375000 Penalty: 2924.430420
	Iteration 29Q: 3 clusters Score -1899230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1899234.375000 Penalty: 2924.430420
	Iteration 30Q: 3 clusters Score -1899234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1899233.875000 Penalty: 2924.430420
	Iteration 31Q: 3 clusters Score -1899234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1899233.500000 Penalty: 2924.430420
	Iteration 32Q: 3 clusters Score -1899234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1899234.500000 Penalty: 2924.430420
	Iteration 33Q: 3 clusters Score -1899234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1899234.875000 Penalty: 2924.430420
	Iteration 34Q: 3 clusters Score -1899235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1899238.500000 Penalty: 2924.430420
	Iteration 35Q: 3 clusters Score -1899238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1899237.500000 Penalty: 2924.430420
	Iteration 36Q: 3 clusters Score -1899238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1899240.375000 Penalty: 2924.430420
	Iteration 37Q: 3 clusters Score -1899240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1899244.125000 Penalty: 2924.430420
	Iteration 38Q: 3 clusters Score -1899244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1899244.125000 Penalty: 2924.430420
	Iteration 39F: 3 clusters Score -1899244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Entering Unmasked Estep 
Score: -859029.000000 Penalty: 1355.464355
	Iteration 0F: 2 clusters Score -859029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -852842.187500 Penalty: 2710.928711
	Iteration 0F: 3 clusters Score -852842.2 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -854766.500000 Penalty: 2710.928711
	Iteration 1F: 3 clusters Score -854766.5 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -855035.187500 Penalty: 2710.928711
	Iteration 2F: 3 clusters Score -855035.2 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -855268.375000 Penalty: 2710.928711
	Iteration 3F: 3 clusters Score -855268.4 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -855456.062500 Penalty: 2710.928711
	Iteration 4Q: 3 clusters Score -855456.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -855626.250000 Penalty: 2710.928711
	Iteration 5Q: 3 clusters Score -855626.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -855786.687500 Penalty: 2710.928711
	Iteration 6Q: 3 clusters Score -855786.7 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -855965.875000 Penalty: 2710.928711
	Iteration 7Q: 3 clusters Score -855965.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -856180.312500 Penalty: 2710.928711
	Iteration 8Q: 3 clusters Score -856180.3 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -856446.812500 Penalty: 2710.928711
	Iteration 9Q: 3 clusters Score -856446.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -856764.812500 Penalty: 2710.928711
	Iteration 10Q: 3 clusters Score -856764.8 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -857100.312500 Penalty: 2710.928711
	Iteration 11Q: 3 clusters Score -857100.3 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -857391.625000 Penalty: 2710.928711
	Iteration 12Q: 3 clusters Score -857391.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -857635.312500 Penalty: 2710.928711
	Iteration 13Q: 3 clusters Score -857635.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -857809.062500 Penalty: 2710.928711
	Iteration 14Q: 3 clusters Score -857809.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -857921.875000 Penalty: 2710.928711
	Iteration 15Q: 3 clusters Score -857921.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -858002.187500 Penalty: 2710.928711
	Iteration 16Q: 3 clusters Score -858002.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -858058.812500 Penalty: 2710.928711
	Iteration 17Q: 3 clusters Score -858058.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -858100.562500 Penalty: 2710.928711
	Iteration 18Q: 3 clusters Score -858100.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -858136.187500 Penalty: 2710.928711
	Iteration 19Q: 3 clusters Score -858136.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -858166.125000 Penalty: 2710.928711
	Iteration 20F: 3 clusters Score -858166.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -858190.187500 Penalty: 2710.928711
	Iteration 21Q: 3 clusters Score -858190.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -858205.875000 Penalty: 2710.928711
	Iteration 22Q: 3 clusters Score -858205.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -858217.375000 Penalty: 2710.928711
	Iteration 23Q: 3 clusters Score -858217.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -858229.625000 Penalty: 2710.928711
	Iteration 24Q: 3 clusters Score -858229.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -858236.312500 Penalty: 2710.928711
	Iteration 25Q: 3 clusters Score -858236.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -858245.875000 Penalty: 2710.928711
	Iteration 26Q: 3 clusters Score -858245.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -858254.312500 Penalty: 2710.928711
	Iteration 27Q: 3 clusters Score -858254.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -858259.125000 Penalty: 2710.928711
	Iteration 28Q: 3 clusters Score -858259.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -858264.312500 Penalty: 2710.928711
	Iteration 29Q: 3 clusters Score -858264.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -858266.125000 Penalty: 2710.928711
	Iteration 30Q: 3 clusters Score -858266.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -858266.375000 Penalty: 2710.928711
	Iteration 31Q: 3 clusters Score -858266.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -858267.812500 Penalty: 2710.928711
	Iteration 32Q: 3 clusters Score -858267.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -858267.812500 Penalty: 2710.928711
	Iteration 33F: 3 clusters Score -858267.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (11051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Entering Unmasked Estep 
Score: -1106134.500000 Penalty: 1385.369141
	Iteration 0F: 2 clusters Score -1106134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1098634.125000 Penalty: 2770.738281
	Iteration 0F: 3 clusters Score -1098634 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1101117.500000 Penalty: 2770.738281
	Iteration 1F: 3 clusters Score -1101118 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1101457.500000 Penalty: 2770.738281
	Iteration 2F: 3 clusters Score -1101458 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1101702.000000 Penalty: 2770.738281
	Iteration 3Q: 3 clusters Score -1101702 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1101882.375000 Penalty: 2770.738281
	Iteration 4Q: 3 clusters Score -1101882 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1102029.375000 Penalty: 2770.738281
	Iteration 5Q: 3 clusters Score -1102029 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1102187.250000 Penalty: 2770.738281
	Iteration 6Q: 3 clusters Score -1102187 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1102346.500000 Penalty: 2770.738281
	Iteration 7Q: 3 clusters Score -1102346 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1102512.750000 Penalty: 2770.738281
	Iteration 8Q: 3 clusters Score -1102513 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1102688.625000 Penalty: 2770.738281
	Iteration 9Q: 3 clusters Score -1102689 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1102890.500000 Penalty: 2770.738281
	Iteration 10Q: 3 clusters Score -1102890 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1103095.875000 Penalty: 2770.738281
	Iteration 11Q: 3 clusters Score -1103096 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1103322.875000 Penalty: 2770.738281
	Iteration 12Q: 3 clusters Score -1103323 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1103608.375000 Penalty: 2770.738281
	Iteration 13Q: 3 clusters Score -1103608 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1103927.500000 Penalty: 2770.738281
	Iteration 14Q: 3 clusters Score -1103928 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1104180.375000 Penalty: 2770.738281
	Iteration 15Q: 3 clusters Score -1104180 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1104363.500000 Penalty: 2770.738281
	Iteration 16Q: 3 clusters Score -1104364 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1104508.875000 Penalty: 2770.738281
	Iteration 17Q: 3 clusters Score -1104509 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1104620.000000 Penalty: 2770.738281
	Iteration 18Q: 3 clusters Score -1104620 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1104693.125000 Penalty: 2770.738281
	Iteration 19Q: 3 clusters Score -1104693 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1104738.375000 Penalty: 2770.738281
	Iteration 20F: 3 clusters Score -1104738 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1104767.000000 Penalty: 2770.738281
	Iteration 21Q: 3 clusters Score -1104767 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1104792.625000 Penalty: 2770.738281
	Iteration 22Q: 3 clusters Score -1104793 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1104817.500000 Penalty: 2770.738281
	Iteration 23Q: 3 clusters Score -1104818 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1104855.875000 Penalty: 2770.738281
	Iteration 24Q: 3 clusters Score -1104856 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1104892.750000 Penalty: 2770.738281
	Iteration 25Q: 3 clusters Score -1104893 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1104926.250000 Penalty: 2770.738281
	Iteration 26Q: 3 clusters Score -1104926 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1104961.250000 Penalty: 2770.738281
	Iteration 27Q: 3 clusters Score -1104961 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1104982.375000 Penalty: 2770.738281
	Iteration 28Q: 3 clusters Score -1104982 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1105010.625000 Penalty: 2770.738281
	Iteration 29Q: 3 clusters Score -1105011 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1105032.500000 Penalty: 2770.738281
	Iteration 30Q: 3 clusters Score -1105032 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1105054.625000 Penalty: 2770.738281
	Iteration 31Q: 3 clusters Score -1105055 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1105073.000000 Penalty: 2770.738281
	Iteration 32Q: 3 clusters Score -1105073 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1105086.500000 Penalty: 2770.738281
	Iteration 33Q: 3 clusters Score -1105086 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1105098.875000 Penalty: 2770.738281
	Iteration 34Q: 3 clusters Score -1105099 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1105105.125000 Penalty: 2770.738281
	Iteration 35Q: 3 clusters Score -1105105 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1105112.000000 Penalty: 2770.738281
	Iteration 36Q: 3 clusters Score -1105112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1105118.250000 Penalty: 2770.738281
	Iteration 37Q: 3 clusters Score -1105118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1105119.750000 Penalty: 2770.738281
	Iteration 38Q: 3 clusters Score -1105120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1105125.625000 Penalty: 2770.738281
	Iteration 39Q: 3 clusters Score -1105126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1105128.875000 Penalty: 2770.738281
	Iteration 40F: 3 clusters Score -1105129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1105131.500000 Penalty: 2770.738281
	Iteration 41Q: 3 clusters Score -1105132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1105135.500000 Penalty: 2770.738281
	Iteration 42Q: 3 clusters Score -1105136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1105135.125000 Penalty: 2770.738281
	Iteration 43Q: 3 clusters Score -1105135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1105134.250000 Penalty: 2770.738281
	Iteration 44Q: 3 clusters Score -1105134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1105132.875000 Penalty: 2770.738281
	Iteration 45Q: 3 clusters Score -1105133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1105135.000000 Penalty: 2770.738281
	Iteration 46Q: 3 clusters Score -1105135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1105135.875000 Penalty: 2770.738281
	Iteration 47Q: 3 clusters Score -1105136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1105135.375000 Penalty: 2770.738281
	Iteration 48Q: 3 clusters Score -1105135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1105135.875000 Penalty: 2770.738281
	Iteration 49Q: 3 clusters Score -1105136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1105137.625000 Penalty: 2770.738281
	Iteration 50Q: 3 clusters Score -1105138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1105139.250000 Penalty: 2770.738281
	Iteration 51Q: 3 clusters Score -1105139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1105142.375000 Penalty: 2770.738281
	Iteration 52Q: 3 clusters Score -1105142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1105146.750000 Penalty: 2770.738281
	Iteration 53Q: 3 clusters Score -1105147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1105146.375000 Penalty: 2770.738281
	Iteration 54Q: 3 clusters Score -1105146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1105147.500000 Penalty: 2770.738281
	Iteration 55Q: 3 clusters Score -1105148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1105147.375000 Penalty: 2770.738281
	Iteration 56Q: 3 clusters Score -1105147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1105148.875000 Penalty: 2770.738281
	Iteration 57Q: 3 clusters Score -1105149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1105147.625000 Penalty: 2770.738281
	Iteration 58Q: 3 clusters Score -1105148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1105151.000000 Penalty: 2770.738281
	Iteration 59Q: 3 clusters Score -1105151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1105154.625000 Penalty: 2770.738281
	Iteration 60F: 3 clusters Score -1105155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1105152.500000 Penalty: 2770.738281
	Iteration 61Q: 3 clusters Score -1105152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1105152.625000 Penalty: 2770.738281
	Iteration 62Q: 3 clusters Score -1105153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1105152.750000 Penalty: 2770.738281
	Iteration 63Q: 3 clusters Score -1105153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1105155.625000 Penalty: 2770.738281
	Iteration 64Q: 3 clusters Score -1105156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1105156.875000 Penalty: 2770.738281
	Iteration 65Q: 3 clusters Score -1105157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1105159.250000 Penalty: 2770.738281
	Iteration 66Q: 3 clusters Score -1105159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1105159.000000 Penalty: 2770.738281
	Iteration 67Q: 3 clusters Score -1105159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1105164.125000 Penalty: 2770.738281
	Iteration 68Q: 3 clusters Score -1105164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1105167.125000 Penalty: 2770.738281
	Iteration 69Q: 3 clusters Score -1105167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1105168.000000 Penalty: 2770.738281
	Iteration 70Q: 3 clusters Score -1105168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1105169.500000 Penalty: 2770.738281
	Iteration 71Q: 3 clusters Score -1105170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1105169.125000 Penalty: 2770.738281
	Iteration 72Q: 3 clusters Score -1105169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1105170.125000 Penalty: 2770.738281
	Iteration 73Q: 3 clusters Score -1105170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1105170.500000 Penalty: 2770.738281
	Iteration 74Q: 3 clusters Score -1105170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1105171.125000 Penalty: 2770.738281
	Iteration 75Q: 3 clusters Score -1105171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1105173.000000 Penalty: 2770.738281
	Iteration 76Q: 3 clusters Score -1105173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1105174.375000 Penalty: 2770.738281
	Iteration 77Q: 3 clusters Score -1105174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1105175.625000 Penalty: 2770.738281
	Iteration 78Q: 3 clusters Score -1105176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1105174.000000 Penalty: 2770.738281
	Iteration 79Q: 3 clusters Score -1105174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1105174.000000 Penalty: 2770.738281
	Iteration 80F: 3 clusters Score -1105174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (16110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Entering Unmasked Estep 
Score: -1691428.000000 Penalty: 1441.454712
	Iteration 0F: 2 clusters Score -1691428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1680893.625000 Penalty: 2882.909424
	Iteration 0F: 3 clusters Score -1680894 nChanged 6994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1684526.250000 Penalty: 2882.909424
	Iteration 1F: 3 clusters Score -1684526 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1684920.125000 Penalty: 2882.909424
	Iteration 2F: 3 clusters Score -1684920 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1685264.500000 Penalty: 2882.909424
	Iteration 3Q: 3 clusters Score -1685264 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1685623.000000 Penalty: 2882.909424
	Iteration 4Q: 3 clusters Score -1685623 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1686044.125000 Penalty: 2882.909424
	Iteration 5F: 3 clusters Score -1686044 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1686567.875000 Penalty: 2882.909424
	Iteration 6F: 3 clusters Score -1686568 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1687121.125000 Penalty: 2882.909424
	Iteration 7F: 3 clusters Score -1687121 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -1687740.625000 Penalty: 2882.909424
	Iteration 8F: 3 clusters Score -1687741 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -1688376.000000 Penalty: 2882.909424
	Iteration 9F: 3 clusters Score -1688376 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -1688925.375000 Penalty: 2882.909424
	Iteration 10Q: 3 clusters Score -1688925 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -1689351.000000 Penalty: 2882.909424
	Iteration 11Q: 3 clusters Score -1689351 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -1689631.750000 Penalty: 2882.909424
	Iteration 12Q: 3 clusters Score -1689632 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -1689829.125000 Penalty: 2882.909424
	Iteration 13Q: 3 clusters Score -1689829 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -1689961.750000 Penalty: 2882.909424
	Iteration 14Q: 3 clusters Score -1689962 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -1690042.250000 Penalty: 2882.909424
	Iteration 15Q: 3 clusters Score -1690042 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -1690094.375000 Penalty: 2882.909424
	Iteration 16Q: 3 clusters Score -1690094 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -1690130.750000 Penalty: 2882.909424
	Iteration 17Q: 3 clusters Score -1690131 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -1690159.625000 Penalty: 2882.909424
	Iteration 18Q: 3 clusters Score -1690160 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -1690185.625000 Penalty: 2882.909424
	Iteration 19Q: 3 clusters Score -1690186 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -1690203.875000 Penalty: 2882.909424
	Iteration 20F: 3 clusters Score -1690204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -1690219.500000 Penalty: 2882.909424
	Iteration 21Q: 3 clusters Score -1690220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -1690228.000000 Penalty: 2882.909424
	Iteration 22Q: 3 clusters Score -1690228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -1690230.125000 Penalty: 2882.909424
	Iteration 23Q: 3 clusters Score -1690230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -1690234.625000 Penalty: 2882.909424
	Iteration 24Q: 3 clusters Score -1690235 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -1690241.125000 Penalty: 2882.909424
	Iteration 25Q: 3 clusters Score -1690241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -1690248.125000 Penalty: 2882.909424
	Iteration 26Q: 3 clusters Score -1690248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -1690254.500000 Penalty: 2882.909424
	Iteration 27Q: 3 clusters Score -1690254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -1690262.875000 Penalty: 2882.909424
	Iteration 28Q: 3 clusters Score -1690263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -1690263.625000 Penalty: 2882.909424
	Iteration 29Q: 3 clusters Score -1690264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -1690267.000000 Penalty: 2882.909424
	Iteration 30Q: 3 clusters Score -1690267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -1690267.875000 Penalty: 2882.909424
	Iteration 31Q: 3 clusters Score -1690268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -1690270.875000 Penalty: 2882.909424
	Iteration 32Q: 3 clusters Score -1690271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -1690273.625000 Penalty: 2882.909424
	Iteration 33Q: 3 clusters Score -1690274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -1690274.375000 Penalty: 2882.909424
	Iteration 34Q: 3 clusters Score -1690274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -1690274.375000 Penalty: 2882.909424
	Iteration 35F: 3 clusters Score -1690274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Entering Unmasked Estep 
Score: -525868.000000 Penalty: 1268.070923
	Iteration 0F: 2 clusters Score -525868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -522142.781250 Penalty: 2536.141846
	Iteration 0F: 3 clusters Score -522142.8 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -523285.781250 Penalty: 2536.141846
	Iteration 1F: 3 clusters Score -523285.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -523504.687500 Penalty: 2536.141846
	Iteration 2F: 3 clusters Score -523504.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -523645.062500 Penalty: 2536.141846
	Iteration 3F: 3 clusters Score -523645.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -523763.406250 Penalty: 2536.141846
	Iteration 4Q: 3 clusters Score -523763.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -523861.593750 Penalty: 2536.141846
	Iteration 5Q: 3 clusters Score -523861.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -523942.968750 Penalty: 2536.141846
	Iteration 6Q: 3 clusters Score -523943 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -524005.375000 Penalty: 2536.141846
	Iteration 7Q: 3 clusters Score -524005.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -524080.625000 Penalty: 2536.141846
	Iteration 8Q: 3 clusters Score -524080.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -524134.531250 Penalty: 2536.141846
	Iteration 9Q: 3 clusters Score -524134.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -524184.406250 Penalty: 2536.141846
	Iteration 10Q: 3 clusters Score -524184.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -524228.125000 Penalty: 2536.141846
	Iteration 11Q: 3 clusters Score -524228.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -524277.343750 Penalty: 2536.141846
	Iteration 12Q: 3 clusters Score -524277.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -524310.937500 Penalty: 2536.141846
	Iteration 13Q: 3 clusters Score -524310.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -524345.812500 Penalty: 2536.141846
	Iteration 14Q: 3 clusters Score -524345.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -524375.312500 Penalty: 2536.141846
	Iteration 15Q: 3 clusters Score -524375.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -524398.000000 Penalty: 2536.141846
	Iteration 16Q: 3 clusters Score -524398 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -524418.125000 Penalty: 2536.141846
	Iteration 17Q: 3 clusters Score -524418.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -524432.562500 Penalty: 2536.141846
	Iteration 18Q: 3 clusters Score -524432.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -524450.625000 Penalty: 2536.141846
	Iteration 19Q: 3 clusters Score -524450.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -524474.875000 Penalty: 2536.141846
	Iteration 20F: 3 clusters Score -524474.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -524491.000000 Penalty: 2536.141846
	Iteration 21Q: 3 clusters Score -524491 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -524509.312500 Penalty: 2536.141846
	Iteration 22Q: 3 clusters Score -524509.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -524524.312500 Penalty: 2536.141846
	Iteration 23Q: 3 clusters Score -524524.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -524540.750000 Penalty: 2536.141846
	Iteration 24Q: 3 clusters Score -524540.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -524559.187500 Penalty: 2536.141846
	Iteration 25Q: 3 clusters Score -524559.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -524580.000000 Penalty: 2536.141846
	Iteration 26Q: 3 clusters Score -524580 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -524597.687500 Penalty: 2536.141846
	Iteration 27Q: 3 clusters Score -524597.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -524611.437500 Penalty: 2536.141846
	Iteration 28Q: 3 clusters Score -524611.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -524622.312500 Penalty: 2536.141846
	Iteration 29Q: 3 clusters Score -524622.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -524628.562500 Penalty: 2536.141846
	Iteration 30Q: 3 clusters Score -524628.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -524634.125000 Penalty: 2536.141846
	Iteration 31Q: 3 clusters Score -524634.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -524641.687500 Penalty: 2536.141846
	Iteration 32Q: 3 clusters Score -524641.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -524649.250000 Penalty: 2536.141846
	Iteration 33Q: 3 clusters Score -524649.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -524655.812500 Penalty: 2536.141846
	Iteration 34Q: 3 clusters Score -524655.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -524664.312500 Penalty: 2536.141846
	Iteration 35Q: 3 clusters Score -524664.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -524670.062500 Penalty: 2536.141846
	Iteration 36Q: 3 clusters Score -524670.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -524677.937500 Penalty: 2536.141846
	Iteration 37Q: 3 clusters Score -524677.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -524688.125000 Penalty: 2536.141846
	Iteration 38Q: 3 clusters Score -524688.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -524695.437500 Penalty: 2536.141846
	Iteration 39Q: 3 clusters Score -524695.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -524702.062500 Penalty: 2536.141846
	Iteration 40F: 3 clusters Score -524702.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -524707.125000 Penalty: 2536.141846
	Iteration 41Q: 3 clusters Score -524707.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -524713.437500 Penalty: 2536.141846
	Iteration 42Q: 3 clusters Score -524713.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -524720.062500 Penalty: 2536.141846
	Iteration 43Q: 3 clusters Score -524720.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -524729.312500 Penalty: 2536.141846
	Iteration 44Q: 3 clusters Score -524729.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -524738.812500 Penalty: 2536.141846
	Iteration 45Q: 3 clusters Score -524738.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -524747.875000 Penalty: 2536.141846
	Iteration 46Q: 3 clusters Score -524747.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -524754.562500 Penalty: 2536.141846
	Iteration 47Q: 3 clusters Score -524754.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -524765.250000 Penalty: 2536.141846
	Iteration 48Q: 3 clusters Score -524765.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -524768.812500 Penalty: 2536.141846
	Iteration 49Q: 3 clusters Score -524768.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -524771.937500 Penalty: 2536.141846
	Iteration 50Q: 3 clusters Score -524771.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -524774.500000 Penalty: 2536.141846
	Iteration 51Q: 3 clusters Score -524774.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -524775.625000 Penalty: 2536.141846
	Iteration 52Q: 3 clusters Score -524775.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -524775.750000 Penalty: 2536.141846
	Iteration 53Q: 3 clusters Score -524775.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -524777.250000 Penalty: 2536.141846
	Iteration 54Q: 3 clusters Score -524777.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -524779.062500 Penalty: 2536.141846
	Iteration 55Q: 3 clusters Score -524779.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -524780.187500 Penalty: 2536.141846
	Iteration 56Q: 3 clusters Score -524780.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -524779.750000 Penalty: 2536.141846
	Iteration 57Q: 3 clusters Score -524779.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -524781.625000 Penalty: 2536.141846
	Iteration 58Q: 3 clusters Score -524781.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -524782.312500 Penalty: 2536.141846
	Iteration 59Q: 3 clusters Score -524782.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -524785.750000 Penalty: 2536.141846
	Iteration 60F: 3 clusters Score -524785.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -524787.687500 Penalty: 2536.141846
	Iteration 61Q: 3 clusters Score -524787.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -524790.625000 Penalty: 2536.141846
	Iteration 62Q: 3 clusters Score -524790.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -524792.875000 Penalty: 2536.141846
	Iteration 63Q: 3 clusters Score -524792.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -524793.687500 Penalty: 2536.141846
	Iteration 64Q: 3 clusters Score -524793.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -524794.250000 Penalty: 2536.141846
	Iteration 65Q: 3 clusters Score -524794.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -524796.812500 Penalty: 2536.141846
	Iteration 66Q: 3 clusters Score -524796.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -524796.812500 Penalty: 2536.141846
	Iteration 67F: 3 clusters Score -524796.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (106242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106242 members 
Entering Unmasked Estep 
Score: -10752034.000000 Penalty: 1722.133057
	Iteration 0F: 2 clusters Score -1.075203e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52826 members 
Mstep: Class 2 contains 53416 members 
Entering Unmasked Estep 
Score: -10682482.000000 Penalty: 3444.266113
	Iteration 0F: 3 clusters Score -1.068248e+07 nChanged 50241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48541 members 
Mstep: Class 2 contains 57701 members 
Entering Unmasked Estep 
Score: -10711760.000000 Penalty: 3444.266113
	Iteration 1F: 3 clusters Score -1.071176e+07 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45625 members 
Mstep: Class 2 contains 60617 members 
Entering Unmasked Estep 
Score: -10713695.000000 Penalty: 3444.266113
	Iteration 2Q: 3 clusters Score -1.07137e+07 nChanged 5885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41480 members 
Mstep: Class 2 contains 64762 members 
Entering Unmasked Estep 
Score: -10716594.000000 Penalty: 3444.266113
	Iteration 3F: 3 clusters Score -1.071659e+07 nChanged 6950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35898 members 
Mstep: Class 2 contains 70344 members 
Entering Unmasked Estep 
Score: -10721063.000000 Penalty: 3444.266113
	Iteration 4F: 3 clusters Score -1.072106e+07 nChanged 7836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29180 members 
Mstep: Class 2 contains 77062 members 
Entering Unmasked Estep 
Score: -10726903.000000 Penalty: 3444.266113
	Iteration 5F: 3 clusters Score -1.07269e+07 nChanged 7637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 83935 members 
Entering Unmasked Estep 
Score: -10733304.000000 Penalty: 3444.266113
	Iteration 6F: 3 clusters Score -1.07333e+07 nChanged 6430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 89943 members 
Entering Unmasked Estep 
Score: -10738834.000000 Penalty: 3444.266113
	Iteration 7F: 3 clusters Score -1.073883e+07 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 94478 members 
Entering Unmasked Estep 
Score: -10743087.000000 Penalty: 3444.266113
	Iteration 8Q: 3 clusters Score -1.074309e+07 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 97547 members 
Entering Unmasked Estep 
Score: -10745992.000000 Penalty: 3444.266113
	Iteration 9Q: 3 clusters Score -1.074599e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 99545 members 
Entering Unmasked Estep 
Score: -10747826.000000 Penalty: 3444.266113
	Iteration 10Q: 3 clusters Score -1.074783e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 100873 members 
Entering Unmasked Estep 
Score: -10748972.000000 Penalty: 3444.266113
	Iteration 11Q: 3 clusters Score -1.074897e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 101746 members 
Entering Unmasked Estep 
Score: -10749652.000000 Penalty: 3444.266113
	Iteration 12Q: 3 clusters Score -1.074965e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 102352 members 
Entering Unmasked Estep 
Score: -10750027.000000 Penalty: 3444.266113
	Iteration 13Q: 3 clusters Score -1.075003e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 102833 members 
Entering Unmasked Estep 
Score: -10750327.000000 Penalty: 3444.266113
	Iteration 14Q: 3 clusters Score -1.075033e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 103210 members 
Entering Unmasked Estep 
Score: -10750527.000000 Penalty: 3444.266113
	Iteration 15Q: 3 clusters Score -1.075053e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 103493 members 
Entering Unmasked Estep 
Score: -10750691.000000 Penalty: 3444.266113
	Iteration 16Q: 3 clusters Score -1.075069e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 103721 members 
Entering Unmasked Estep 
Score: -10750802.000000 Penalty: 3444.266113
	Iteration 17Q: 3 clusters Score -1.07508e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 103927 members 
Entering Unmasked Estep 
Score: -10750863.000000 Penalty: 3444.266113
	Iteration 18Q: 3 clusters Score -1.075086e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 104078 members 
Entering Unmasked Estep 
Score: -10750923.000000 Penalty: 3444.266113
	Iteration 19Q: 3 clusters Score -1.075092e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 104189 members 
Entering Unmasked Estep 
Score: -10750943.000000 Penalty: 3444.266113
	Iteration 20F: 3 clusters Score -1.075094e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 104262 members 
Entering Unmasked Estep 
Score: -10750945.000000 Penalty: 3444.266113
	Iteration 21Q: 3 clusters Score -1.075094e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 104325 members 
Entering Unmasked Estep 
Score: -10750979.000000 Penalty: 3444.266113
	Iteration 22Q: 3 clusters Score -1.075098e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 104387 members 
Entering Unmasked Estep 
Score: -10750993.000000 Penalty: 3444.266113
	Iteration 23Q: 3 clusters Score -1.075099e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 104448 members 
Entering Unmasked Estep 
Score: -10751023.000000 Penalty: 3444.266113
	Iteration 24Q: 3 clusters Score -1.075102e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 104502 members 
Entering Unmasked Estep 
Score: -10751051.000000 Penalty: 3444.266113
	Iteration 25Q: 3 clusters Score -1.075105e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 104550 members 
Entering Unmasked Estep 
Score: -10751076.000000 Penalty: 3444.266113
	Iteration 26Q: 3 clusters Score -1.075108e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 104586 members 
Entering Unmasked Estep 
Score: -10751087.000000 Penalty: 3444.266113
	Iteration 27Q: 3 clusters Score -1.075109e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 104625 members 
Entering Unmasked Estep 
Score: -10751100.000000 Penalty: 3444.266113
	Iteration 28Q: 3 clusters Score -1.07511e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 104648 members 
Entering Unmasked Estep 
Score: -10751092.000000 Penalty: 3444.266113
	Iteration 29Q: 3 clusters Score -1.075109e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 104660 members 
Entering Unmasked Estep 
Score: -10751099.000000 Penalty: 3444.266113
	Iteration 30Q: 3 clusters Score -1.07511e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 104665 members 
Entering Unmasked Estep 
Score: -10751094.000000 Penalty: 3444.266113
	Iteration 31Q: 3 clusters Score -1.075109e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 104667 members 
Entering Unmasked Estep 
Score: -10751089.000000 Penalty: 3444.266113
	Iteration 32Q: 3 clusters Score -1.075109e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 104667 members 
Entering Unmasked Estep 
Score: -10751089.000000 Penalty: 3444.266113
	Iteration 33F: 3 clusters Score -1.075109e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (18706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Entering Unmasked Estep 
Score: -1948598.125000 Penalty: 1463.686035
	Iteration 0F: 2 clusters Score -1948598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1936423.875000 Penalty: 2927.372070
	Iteration 0F: 3 clusters Score -1936424 nChanged 8149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1940785.125000 Penalty: 2927.372070
	Iteration 1F: 3 clusters Score -1940785 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1941242.000000 Penalty: 2927.372070
	Iteration 2F: 3 clusters Score -1941242 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1941734.750000 Penalty: 2927.372070
	Iteration 3F: 3 clusters Score -1941735 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1942377.750000 Penalty: 2927.372070
	Iteration 4F: 3 clusters Score -1942378 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1943124.500000 Penalty: 2927.372070
	Iteration 5F: 3 clusters Score -1943124 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1943892.125000 Penalty: 2927.372070
	Iteration 6F: 3 clusters Score -1943892 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1944603.000000 Penalty: 2927.372070
	Iteration 7F: 3 clusters Score -1944603 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1945181.500000 Penalty: 2927.372070
	Iteration 8F: 3 clusters Score -1945182 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1945561.750000 Penalty: 2927.372070
	Iteration 9Q: 3 clusters Score -1945562 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1945849.375000 Penalty: 2927.372070
	Iteration 10Q: 3 clusters Score -1945849 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1946055.625000 Penalty: 2927.372070
	Iteration 11Q: 3 clusters Score -1946056 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1946212.500000 Penalty: 2927.372070
	Iteration 12Q: 3 clusters Score -1946212 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1946336.750000 Penalty: 2927.372070
	Iteration 13Q: 3 clusters Score -1946337 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1946452.500000 Penalty: 2927.372070
	Iteration 14Q: 3 clusters Score -1946452 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1946573.750000 Penalty: 2927.372070
	Iteration 15Q: 3 clusters Score -1946574 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1946681.125000 Penalty: 2927.372070
	Iteration 16Q: 3 clusters Score -1946681 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1946770.750000 Penalty: 2927.372070
	Iteration 17Q: 3 clusters Score -1946771 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1946842.125000 Penalty: 2927.372070
	Iteration 18Q: 3 clusters Score -1946842 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1946896.625000 Penalty: 2927.372070
	Iteration 19Q: 3 clusters Score -1946897 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1946941.750000 Penalty: 2927.372070
	Iteration 20F: 3 clusters Score -1946942 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1946973.500000 Penalty: 2927.372070
	Iteration 21Q: 3 clusters Score -1946974 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1947006.375000 Penalty: 2927.372070
	Iteration 22Q: 3 clusters Score -1947006 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1947024.125000 Penalty: 2927.372070
	Iteration 23Q: 3 clusters Score -1947024 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1947036.875000 Penalty: 2927.372070
	Iteration 24Q: 3 clusters Score -1947037 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1947053.125000 Penalty: 2927.372070
	Iteration 25Q: 3 clusters Score -1947053 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1947060.375000 Penalty: 2927.372070
	Iteration 26Q: 3 clusters Score -1947060 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1947070.875000 Penalty: 2927.372070
	Iteration 27Q: 3 clusters Score -1947071 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1947073.375000 Penalty: 2927.372070
	Iteration 28Q: 3 clusters Score -1947073 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1947080.125000 Penalty: 2927.372070
	Iteration 29Q: 3 clusters Score -1947080 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1947087.500000 Penalty: 2927.372070
	Iteration 30Q: 3 clusters Score -1947088 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1947094.125000 Penalty: 2927.372070
	Iteration 31Q: 3 clusters Score -1947094 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1947095.875000 Penalty: 2927.372070
	Iteration 32Q: 3 clusters Score -1947096 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1947099.125000 Penalty: 2927.372070
	Iteration 33Q: 3 clusters Score -1947099 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1947102.375000 Penalty: 2927.372070
	Iteration 34Q: 3 clusters Score -1947102 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1947102.500000 Penalty: 2927.372070
	Iteration 35Q: 3 clusters Score -1947102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1947105.750000 Penalty: 2927.372070
	Iteration 36Q: 3 clusters Score -1947106 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1947114.125000 Penalty: 2927.372070
	Iteration 37Q: 3 clusters Score -1947114 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1947110.625000 Penalty: 2927.372070
	Iteration 38Q: 3 clusters Score -1947111 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1947116.375000 Penalty: 2927.372070
	Iteration 39Q: 3 clusters Score -1947116 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1947120.875000 Penalty: 2927.372070
	Iteration 40F: 3 clusters Score -1947121 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1947119.500000 Penalty: 2927.372070
	Iteration 41Q: 3 clusters Score -1947120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1947126.875000 Penalty: 2927.372070
	Iteration 42Q: 3 clusters Score -1947127 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1947122.875000 Penalty: 2927.372070
	Iteration 43Q: 3 clusters Score -1947123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1947124.625000 Penalty: 2927.372070
	Iteration 44Q: 3 clusters Score -1947125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1947123.500000 Penalty: 2927.372070
	Iteration 45Q: 3 clusters Score -1947124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1947126.125000 Penalty: 2927.372070
	Iteration 46Q: 3 clusters Score -1947126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1947125.125000 Penalty: 2927.372070
	Iteration 47Q: 3 clusters Score -1947125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1947129.875000 Penalty: 2927.372070
	Iteration 48Q: 3 clusters Score -1947130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1947128.750000 Penalty: 2927.372070
	Iteration 49Q: 3 clusters Score -1947129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1947124.750000 Penalty: 2927.372070
	Iteration 50Q: 3 clusters Score -1947125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1947123.875000 Penalty: 2927.372070
	Iteration 51Q: 3 clusters Score -1947124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1947125.125000 Penalty: 2927.372070
	Iteration 52Q: 3 clusters Score -1947125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1947126.250000 Penalty: 2927.372070
	Iteration 53Q: 3 clusters Score -1947126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1947128.375000 Penalty: 2927.372070
	Iteration 54Q: 3 clusters Score -1947128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1947130.000000 Penalty: 2927.372070
	Iteration 55Q: 3 clusters Score -1947130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1947130.250000 Penalty: 2927.372070
	Iteration 56Q: 3 clusters Score -1947130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1947131.375000 Penalty: 2927.372070
	Iteration 57Q: 3 clusters Score -1947131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1947130.750000 Penalty: 2927.372070
	Iteration 58Q: 3 clusters Score -1947131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1947132.375000 Penalty: 2927.372070
	Iteration 59Q: 3 clusters Score -1947132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1947132.375000 Penalty: 2927.372070
	Iteration 60F: 3 clusters Score -1947132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Entering Unmasked Estep 
Score: -898044.250000 Penalty: 1352.991089
	Iteration 0F: 2 clusters Score -898044.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -891944.812500 Penalty: 2705.982178
	Iteration 0F: 3 clusters Score -891944.8 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -893887.062500 Penalty: 2705.982178
	Iteration 1F: 3 clusters Score -893887.1 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -894221.250000 Penalty: 2705.982178
	Iteration 2F: 3 clusters Score -894221.2 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -894443.187500 Penalty: 2705.982178
	Iteration 3F: 3 clusters Score -894443.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -894595.687500 Penalty: 2705.982178
	Iteration 4Q: 3 clusters Score -894595.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -894719.125000 Penalty: 2705.982178
	Iteration 5Q: 3 clusters Score -894719.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -894829.562500 Penalty: 2705.982178
	Iteration 6Q: 3 clusters Score -894829.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -894927.250000 Penalty: 2705.982178
	Iteration 7Q: 3 clusters Score -894927.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -895016.437500 Penalty: 2705.982178
	Iteration 8Q: 3 clusters Score -895016.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -895116.500000 Penalty: 2705.982178
	Iteration 9Q: 3 clusters Score -895116.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -895216.687500 Penalty: 2705.982178
	Iteration 10Q: 3 clusters Score -895216.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -895323.125000 Penalty: 2705.982178
	Iteration 11Q: 3 clusters Score -895323.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -895449.312500 Penalty: 2705.982178
	Iteration 12Q: 3 clusters Score -895449.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -895582.312500 Penalty: 2705.982178
	Iteration 13Q: 3 clusters Score -895582.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -895738.000000 Penalty: 2705.982178
	Iteration 14Q: 3 clusters Score -895738 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -895927.125000 Penalty: 2705.982178
	Iteration 15Q: 3 clusters Score -895927.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -896103.375000 Penalty: 2705.982178
	Iteration 16Q: 3 clusters Score -896103.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -896255.937500 Penalty: 2705.982178
	Iteration 17Q: 3 clusters Score -896255.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -896360.250000 Penalty: 2705.982178
	Iteration 18Q: 3 clusters Score -896360.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -896431.562500 Penalty: 2705.982178
	Iteration 19Q: 3 clusters Score -896431.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -896495.250000 Penalty: 2705.982178
	Iteration 20F: 3 clusters Score -896495.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -896552.437500 Penalty: 2705.982178
	Iteration 21Q: 3 clusters Score -896552.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -896598.062500 Penalty: 2705.982178
	Iteration 22Q: 3 clusters Score -896598.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -896641.187500 Penalty: 2705.982178
	Iteration 23Q: 3 clusters Score -896641.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -896685.062500 Penalty: 2705.982178
	Iteration 24Q: 3 clusters Score -896685.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -896731.125000 Penalty: 2705.982178
	Iteration 25Q: 3 clusters Score -896731.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -896776.937500 Penalty: 2705.982178
	Iteration 26Q: 3 clusters Score -896776.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -896807.437500 Penalty: 2705.982178
	Iteration 27Q: 3 clusters Score -896807.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -896833.312500 Penalty: 2705.982178
	Iteration 28Q: 3 clusters Score -896833.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -896856.687500 Penalty: 2705.982178
	Iteration 29Q: 3 clusters Score -896856.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -896871.062500 Penalty: 2705.982178
	Iteration 30Q: 3 clusters Score -896871.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -896886.312500 Penalty: 2705.982178
	Iteration 31Q: 3 clusters Score -896886.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -896897.187500 Penalty: 2705.982178
	Iteration 32Q: 3 clusters Score -896897.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -896907.687500 Penalty: 2705.982178
	Iteration 33Q: 3 clusters Score -896907.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -896914.125000 Penalty: 2705.982178
	Iteration 34Q: 3 clusters Score -896914.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -896919.812500 Penalty: 2705.982178
	Iteration 35Q: 3 clusters Score -896919.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -896924.125000 Penalty: 2705.982178
	Iteration 36Q: 3 clusters Score -896924.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -896929.500000 Penalty: 2705.982178
	Iteration 37Q: 3 clusters Score -896929.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -896934.625000 Penalty: 2705.982178
	Iteration 38Q: 3 clusters Score -896934.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -896938.937500 Penalty: 2705.982178
	Iteration 39Q: 3 clusters Score -896938.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -896940.750000 Penalty: 2705.982178
	Iteration 40F: 3 clusters Score -896940.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -896943.000000 Penalty: 2705.982178
	Iteration 41Q: 3 clusters Score -896943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -896943.937500 Penalty: 2705.982178
	Iteration 42Q: 3 clusters Score -896943.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -896945.062500 Penalty: 2705.982178
	Iteration 43Q: 3 clusters Score -896945.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -896946.312500 Penalty: 2705.982178
	Iteration 44Q: 3 clusters Score -896946.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -896947.062500 Penalty: 2705.982178
	Iteration 45Q: 3 clusters Score -896947.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -896948.812500 Penalty: 2705.982178
	Iteration 46Q: 3 clusters Score -896948.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -896950.875000 Penalty: 2705.982178
	Iteration 47Q: 3 clusters Score -896950.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -896954.562500 Penalty: 2705.982178
	Iteration 48Q: 3 clusters Score -896954.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -896955.687500 Penalty: 2705.982178
	Iteration 49Q: 3 clusters Score -896955.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -896955.187500 Penalty: 2705.982178
	Iteration 50Q: 3 clusters Score -896955.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -896955.625000 Penalty: 2705.982178
	Iteration 51Q: 3 clusters Score -896955.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -896955.625000 Penalty: 2705.982178
	Iteration 52F: 3 clusters Score -896955.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (36522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36522 members 
Entering Unmasked Estep 
Score: -3792519.750000 Penalty: 1563.243774
	Iteration 0F: 2 clusters Score -3792520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -3768729.250000 Penalty: 3126.487549
	Iteration 0F: 3 clusters Score -3768729 nChanged 16642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -3778066.750000 Penalty: 3126.487549
	Iteration 1F: 3 clusters Score -3778067 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -3778593.750000 Penalty: 3126.487549
	Iteration 2Q: 3 clusters Score -3778594 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -3779077.000000 Penalty: 3126.487549
	Iteration 3Q: 3 clusters Score -3779077 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -3779650.750000 Penalty: 3126.487549
	Iteration 4Q: 3 clusters Score -3779651 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -3780406.750000 Penalty: 3126.487549
	Iteration 5Q: 3 clusters Score -3780407 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -3781480.250000 Penalty: 3126.487549
	Iteration 6F: 3 clusters Score -3781480 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26196 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -3782928.500000 Penalty: 3126.487549
	Iteration 7F: 3 clusters Score -3782928 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28572 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -3784770.250000 Penalty: 3126.487549
	Iteration 8F: 3 clusters Score -3784770 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31078 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -3786867.250000 Penalty: 3126.487549
	Iteration 9F: 3 clusters Score -3786867 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33175 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -3788674.000000 Penalty: 3126.487549
	Iteration 10F: 3 clusters Score -3788674 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34595 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -3789859.250000 Penalty: 3126.487549
	Iteration 11Q: 3 clusters Score -3789859 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35392 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -3790520.000000 Penalty: 3126.487549
	Iteration 12Q: 3 clusters Score -3790520 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35780 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -3790858.750000 Penalty: 3126.487549
	Iteration 13Q: 3 clusters Score -3790859 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35970 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -3791062.500000 Penalty: 3126.487549
	Iteration 14Q: 3 clusters Score -3791062 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36065 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3791176.500000 Penalty: 3126.487549
	Iteration 15Q: 3 clusters Score -3791176 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36112 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -3791232.250000 Penalty: 3126.487549
	Iteration 16Q: 3 clusters Score -3791232 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36140 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3791268.250000 Penalty: 3126.487549
	Iteration 17Q: 3 clusters Score -3791268 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36160 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3791288.750000 Penalty: 3126.487549
	Iteration 18Q: 3 clusters Score -3791289 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36169 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3791306.500000 Penalty: 3126.487549
	Iteration 19Q: 3 clusters Score -3791306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36179 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -3791322.500000 Penalty: 3126.487549
	Iteration 20F: 3 clusters Score -3791322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36182 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3791323.250000 Penalty: 3126.487549
	Iteration 21Q: 3 clusters Score -3791323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36187 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3791329.500000 Penalty: 3126.487549
	Iteration 22Q: 3 clusters Score -3791330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36191 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3791330.250000 Penalty: 3126.487549
	Iteration 23Q: 3 clusters Score -3791330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36192 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3791336.750000 Penalty: 3126.487549
	Iteration 24Q: 3 clusters Score -3791337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36191 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3791343.500000 Penalty: 3126.487549
	Iteration 25Q: 3 clusters Score -3791344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36193 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3791347.000000 Penalty: 3126.487549
	Iteration 26Q: 3 clusters Score -3791347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36198 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3791363.500000 Penalty: 3126.487549
	Iteration 27Q: 3 clusters Score -3791364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36199 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3791362.500000 Penalty: 3126.487549
	Iteration 28Q: 3 clusters Score -3791362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36200 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3791366.000000 Penalty: 3126.487549
	Iteration 29Q: 3 clusters Score -3791366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36200 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3791366.000000 Penalty: 3126.487549
	Iteration 30F: 3 clusters Score -3791366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Entering Unmasked Estep 
Score: -205463.953125 Penalty: 1149.857300
	Iteration 0F: 2 clusters Score -205464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -203427.734375 Penalty: 2299.714600
	Iteration 0F: 3 clusters Score -203427.7 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -203999.484375 Penalty: 2299.714600
	Iteration 1F: 3 clusters Score -203999.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -204147.734375 Penalty: 2299.714600
	Iteration 2F: 3 clusters Score -204147.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -204234.000000 Penalty: 2299.714600
	Iteration 3Q: 3 clusters Score -204234 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -204312.390625 Penalty: 2299.714600
	Iteration 4Q: 3 clusters Score -204312.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -204387.046875 Penalty: 2299.714600
	Iteration 5Q: 3 clusters Score -204387 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -204451.718750 Penalty: 2299.714600
	Iteration 6Q: 3 clusters Score -204451.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -204526.906250 Penalty: 2299.714600
	Iteration 7Q: 3 clusters Score -204526.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -204620.062500 Penalty: 2299.714600
	Iteration 8Q: 3 clusters Score -204620.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -204724.578125 Penalty: 2299.714600
	Iteration 9Q: 3 clusters Score -204724.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -204802.578125 Penalty: 2299.714600
	Iteration 10Q: 3 clusters Score -204802.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -204875.328125 Penalty: 2299.714600
	Iteration 11Q: 3 clusters Score -204875.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -204934.875000 Penalty: 2299.714600
	Iteration 12Q: 3 clusters Score -204934.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -204989.156250 Penalty: 2299.714600
	Iteration 13Q: 3 clusters Score -204989.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -205032.359375 Penalty: 2299.714600
	Iteration 14Q: 3 clusters Score -205032.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -205058.640625 Penalty: 2299.714600
	Iteration 15Q: 3 clusters Score -205058.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -205085.015625 Penalty: 2299.714600
	Iteration 16Q: 3 clusters Score -205085 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -205109.515625 Penalty: 2299.714600
	Iteration 17Q: 3 clusters Score -205109.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -205151.781250 Penalty: 2299.714600
	Iteration 18Q: 3 clusters Score -205151.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -205189.328125 Penalty: 2299.714600
	Iteration 19Q: 3 clusters Score -205189.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -205225.265625 Penalty: 2299.714600
	Iteration 20F: 3 clusters Score -205225.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -205276.140625 Penalty: 2299.714600
	Iteration 21Q: 3 clusters Score -205276.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -205304.078125 Penalty: 2299.714600
	Iteration 22Q: 3 clusters Score -205304.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -205330.281250 Penalty: 2299.714600
	Iteration 23Q: 3 clusters Score -205330.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -205343.578125 Penalty: 2299.714600
	Iteration 24Q: 3 clusters Score -205343.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -205360.750000 Penalty: 2299.714600
	Iteration 25Q: 3 clusters Score -205360.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -205382.906250 Penalty: 2299.714600
	Iteration 26Q: 3 clusters Score -205382.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -205401.125000 Penalty: 2299.714600
	Iteration 27Q: 3 clusters Score -205401.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -205408.265625 Penalty: 2299.714600
	Iteration 28Q: 3 clusters Score -205408.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -205413.937500 Penalty: 2299.714600
	Iteration 29Q: 3 clusters Score -205413.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -205415.171875 Penalty: 2299.714600
	Iteration 30Q: 3 clusters Score -205415.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -205416.578125 Penalty: 2299.714600
	Iteration 31Q: 3 clusters Score -205416.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -205417.296875 Penalty: 2299.714600
	Iteration 32Q: 3 clusters Score -205417.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -205418.562500 Penalty: 2299.714600
	Iteration 33Q: 3 clusters Score -205418.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -205418.562500 Penalty: 2299.714600
	Iteration 34F: 3 clusters Score -205418.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (37565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37565 members 
Entering Unmasked Estep 
Score: -3879326.000000 Penalty: 1567.433594
	Iteration 0F: 2 clusters Score -3879326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -3854826.500000 Penalty: 3134.867188
	Iteration 0F: 3 clusters Score -3854826 nChanged 17103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -3864247.000000 Penalty: 3134.867188
	Iteration 1F: 3 clusters Score -3864247 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -3864802.000000 Penalty: 3134.867188
	Iteration 2Q: 3 clusters Score -3864802 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -3865352.250000 Penalty: 3134.867188
	Iteration 3Q: 3 clusters Score -3865352 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -3866046.750000 Penalty: 3134.867188
	Iteration 4Q: 3 clusters Score -3866047 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -3866864.750000 Penalty: 3134.867188
	Iteration 5Q: 3 clusters Score -3866865 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -3867898.500000 Penalty: 3134.867188
	Iteration 6F: 3 clusters Score -3867898 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -3868969.250000 Penalty: 3134.867188
	Iteration 7F: 3 clusters Score -3868969 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 22946 members 
Entering Unmasked Estep 
Score: -3869969.500000 Penalty: 3134.867188
	Iteration 8F: 3 clusters Score -3869970 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -3870869.000000 Penalty: 3134.867188
	Iteration 9Q: 3 clusters Score -3870869 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 24952 members 
Entering Unmasked Estep 
Score: -3871640.500000 Penalty: 3134.867188
	Iteration 10Q: 3 clusters Score -3871640 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 25850 members 
Entering Unmasked Estep 
Score: -3872236.250000 Penalty: 3134.867188
	Iteration 11Q: 3 clusters Score -3872236 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 26738 members 
Entering Unmasked Estep 
Score: -3872700.500000 Penalty: 3134.867188
	Iteration 12Q: 3 clusters Score -3872700 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 27626 members 
Entering Unmasked Estep 
Score: -3873150.250000 Penalty: 3134.867188
	Iteration 13Q: 3 clusters Score -3873150 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 28494 members 
Entering Unmasked Estep 
Score: -3873534.500000 Penalty: 3134.867188
	Iteration 14Q: 3 clusters Score -3873534 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 29381 members 
Entering Unmasked Estep 
Score: -3873925.750000 Penalty: 3134.867188
	Iteration 15Q: 3 clusters Score -3873926 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 30273 members 
Entering Unmasked Estep 
Score: -3874366.000000 Penalty: 3134.867188
	Iteration 16Q: 3 clusters Score -3874366 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 31167 members 
Entering Unmasked Estep 
Score: -3874880.250000 Penalty: 3134.867188
	Iteration 17Q: 3 clusters Score -3874880 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 32052 members 
Entering Unmasked Estep 
Score: -3875438.000000 Penalty: 3134.867188
	Iteration 18Q: 3 clusters Score -3875438 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 32854 members 
Entering Unmasked Estep 
Score: -3875987.750000 Penalty: 3134.867188
	Iteration 19Q: 3 clusters Score -3875988 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 33522 members 
Entering Unmasked Estep 
Score: -3876469.750000 Penalty: 3134.867188
	Iteration 20F: 3 clusters Score -3876470 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 34063 members 
Entering Unmasked Estep 
Score: -3876803.750000 Penalty: 3134.867188
	Iteration 21Q: 3 clusters Score -3876804 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 34465 members 
Entering Unmasked Estep 
Score: -3877051.000000 Penalty: 3134.867188
	Iteration 22Q: 3 clusters Score -3877051 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 34778 members 
Entering Unmasked Estep 
Score: -3877228.500000 Penalty: 3134.867188
	Iteration 23Q: 3 clusters Score -3877228 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 35053 members 
Entering Unmasked Estep 
Score: -3877390.000000 Penalty: 3134.867188
	Iteration 24Q: 3 clusters Score -3877390 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 35277 members 
Entering Unmasked Estep 
Score: -3877495.500000 Penalty: 3134.867188
	Iteration 25Q: 3 clusters Score -3877496 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 35457 members 
Entering Unmasked Estep 
Score: -3877591.750000 Penalty: 3134.867188
	Iteration 26Q: 3 clusters Score -3877592 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 35609 members 
Entering Unmasked Estep 
Score: -3877658.000000 Penalty: 3134.867188
	Iteration 27Q: 3 clusters Score -3877658 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 35758 members 
Entering Unmasked Estep 
Score: -3877740.000000 Penalty: 3134.867188
	Iteration 28Q: 3 clusters Score -3877740 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 35885 members 
Entering Unmasked Estep 
Score: -3877796.000000 Penalty: 3134.867188
	Iteration 29Q: 3 clusters Score -3877796 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 36015 members 
Entering Unmasked Estep 
Score: -3877863.750000 Penalty: 3134.867188
	Iteration 30Q: 3 clusters Score -3877864 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 36117 members 
Entering Unmasked Estep 
Score: -3877904.250000 Penalty: 3134.867188
	Iteration 31Q: 3 clusters Score -3877904 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 36190 members 
Entering Unmasked Estep 
Score: -3877924.250000 Penalty: 3134.867188
	Iteration 32Q: 3 clusters Score -3877924 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 36260 members 
Entering Unmasked Estep 
Score: -3877943.500000 Penalty: 3134.867188
	Iteration 33Q: 3 clusters Score -3877944 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 36325 members 
Entering Unmasked Estep 
Score: -3877982.000000 Penalty: 3134.867188
	Iteration 34Q: 3 clusters Score -3877982 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 36377 members 
Entering Unmasked Estep 
Score: -3878014.250000 Penalty: 3134.867188
	Iteration 35Q: 3 clusters Score -3878014 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 36413 members 
Entering Unmasked Estep 
Score: -3878028.000000 Penalty: 3134.867188
	Iteration 36Q: 3 clusters Score -3878028 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 36448 members 
Entering Unmasked Estep 
Score: -3878040.250000 Penalty: 3134.867188
	Iteration 37Q: 3 clusters Score -3878040 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 36470 members 
Entering Unmasked Estep 
Score: -3878053.500000 Penalty: 3134.867188
	Iteration 38Q: 3 clusters Score -3878054 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 36486 members 
Entering Unmasked Estep 
Score: -3878057.000000 Penalty: 3134.867188
	Iteration 39Q: 3 clusters Score -3878057 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 36499 members 
Entering Unmasked Estep 
Score: -3878065.500000 Penalty: 3134.867188
	Iteration 40F: 3 clusters Score -3878066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 36515 members 
Entering Unmasked Estep 
Score: -3878073.000000 Penalty: 3134.867188
	Iteration 41Q: 3 clusters Score -3878073 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 36534 members 
Entering Unmasked Estep 
Score: -3878081.500000 Penalty: 3134.867188
	Iteration 42Q: 3 clusters Score -3878082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 36541 members 
Entering Unmasked Estep 
Score: -3878088.250000 Penalty: 3134.867188
	Iteration 43Q: 3 clusters Score -3878088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 36548 members 
Entering Unmasked Estep 
Score: -3878087.000000 Penalty: 3134.867188
	Iteration 44Q: 3 clusters Score -3878087 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 36560 members 
Entering Unmasked Estep 
Score: -3878099.750000 Penalty: 3134.867188
	Iteration 45Q: 3 clusters Score -3878100 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 36579 members 
Entering Unmasked Estep 
Score: -3878107.250000 Penalty: 3134.867188
	Iteration 46Q: 3 clusters Score -3878107 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 36603 members 
Entering Unmasked Estep 
Score: -3878122.000000 Penalty: 3134.867188
	Iteration 47Q: 3 clusters Score -3878122 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 36628 members 
Entering Unmasked Estep 
Score: -3878133.750000 Penalty: 3134.867188
	Iteration 48Q: 3 clusters Score -3878134 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 36645 members 
Entering Unmasked Estep 
Score: -3878146.000000 Penalty: 3134.867188
	Iteration 49Q: 3 clusters Score -3878146 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 36663 members 
Entering Unmasked Estep 
Score: -3878151.500000 Penalty: 3134.867188
	Iteration 50Q: 3 clusters Score -3878152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 36670 members 
Entering Unmasked Estep 
Score: -3878166.250000 Penalty: 3134.867188
	Iteration 51Q: 3 clusters Score -3878166 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 36682 members 
Entering Unmasked Estep 
Score: -3878175.500000 Penalty: 3134.867188
	Iteration 52Q: 3 clusters Score -3878176 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 36697 members 
Entering Unmasked Estep 
Score: -3878180.750000 Penalty: 3134.867188
	Iteration 53Q: 3 clusters Score -3878181 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 36712 members 
Entering Unmasked Estep 
Score: -3878185.250000 Penalty: 3134.867188
	Iteration 54Q: 3 clusters Score -3878185 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 36723 members 
Entering Unmasked Estep 
Score: -3878197.500000 Penalty: 3134.867188
	Iteration 55Q: 3 clusters Score -3878198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 36732 members 
Entering Unmasked Estep 
Score: -3878208.250000 Penalty: 3134.867188
	Iteration 56Q: 3 clusters Score -3878208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 36736 members 
Entering Unmasked Estep 
Score: -3878209.000000 Penalty: 3134.867188
	Iteration 57Q: 3 clusters Score -3878209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 36741 members 
Entering Unmasked Estep 
Score: -3878211.250000 Penalty: 3134.867188
	Iteration 58Q: 3 clusters Score -3878211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 36746 members 
Entering Unmasked Estep 
Score: -3878217.250000 Penalty: 3134.867188
	Iteration 59Q: 3 clusters Score -3878217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 36753 members 
Entering Unmasked Estep 
Score: -3878224.000000 Penalty: 3134.867188
	Iteration 60F: 3 clusters Score -3878224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 36761 members 
Entering Unmasked Estep 
Score: -3878230.000000 Penalty: 3134.867188
	Iteration 61Q: 3 clusters Score -3878230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 36764 members 
Entering Unmasked Estep 
Score: -3878227.750000 Penalty: 3134.867188
	Iteration 62Q: 3 clusters Score -3878228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 36767 members 
Entering Unmasked Estep 
Score: -3878226.000000 Penalty: 3134.867188
	Iteration 63Q: 3 clusters Score -3878226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 36770 members 
Entering Unmasked Estep 
Score: -3878228.250000 Penalty: 3134.867188
	Iteration 64Q: 3 clusters Score -3878228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 36775 members 
Entering Unmasked Estep 
Score: -3878226.750000 Penalty: 3134.867188
	Iteration 65Q: 3 clusters Score -3878227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 36777 members 
Entering Unmasked Estep 
Score: -3878229.000000 Penalty: 3134.867188
	Iteration 66Q: 3 clusters Score -3878229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 36782 members 
Entering Unmasked Estep 
Score: -3878229.750000 Penalty: 3134.867188
	Iteration 67Q: 3 clusters Score -3878230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 36789 members 
Entering Unmasked Estep 
Score: -3878236.500000 Penalty: 3134.867188
	Iteration 68Q: 3 clusters Score -3878236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 36802 members 
Entering Unmasked Estep 
Score: -3878243.750000 Penalty: 3134.867188
	Iteration 69Q: 3 clusters Score -3878244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 36805 members 
Entering Unmasked Estep 
Score: -3878246.500000 Penalty: 3134.867188
	Iteration 70Q: 3 clusters Score -3878246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 36808 members 
Entering Unmasked Estep 
Score: -3878249.250000 Penalty: 3134.867188
	Iteration 71Q: 3 clusters Score -3878249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 36810 members 
Entering Unmasked Estep 
Score: -3878250.000000 Penalty: 3134.867188
	Iteration 72Q: 3 clusters Score -3878250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 36812 members 
Entering Unmasked Estep 
Score: -3878252.500000 Penalty: 3134.867188
	Iteration 73Q: 3 clusters Score -3878252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 36814 members 
Entering Unmasked Estep 
Score: -3878251.500000 Penalty: 3134.867188
	Iteration 74Q: 3 clusters Score -3878252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 36817 members 
Entering Unmasked Estep 
Score: -3878256.500000 Penalty: 3134.867188
	Iteration 75Q: 3 clusters Score -3878256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 36824 members 
Entering Unmasked Estep 
Score: -3878250.750000 Penalty: 3134.867188
	Iteration 76Q: 3 clusters Score -3878251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 36830 members 
Entering Unmasked Estep 
Score: -3878258.250000 Penalty: 3134.867188
	Iteration 77Q: 3 clusters Score -3878258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 36833 members 
Entering Unmasked Estep 
Score: -3878262.500000 Penalty: 3134.867188
	Iteration 78Q: 3 clusters Score -3878262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 36834 members 
Entering Unmasked Estep 
Score: -3878262.000000 Penalty: 3134.867188
	Iteration 79Q: 3 clusters Score -3878262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 36834 members 
Entering Unmasked Estep 
Score: -3878262.000000 Penalty: 3134.867188
	Iteration 80F: 3 clusters Score -3878262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (14877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Entering Unmasked Estep 
Score: -1502247.500000 Penalty: 1429.606689
	Iteration 0F: 2 clusters Score -1502248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1492406.625000 Penalty: 2859.213379
	Iteration 0F: 3 clusters Score -1492407 nChanged 6518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1495741.500000 Penalty: 2859.213379
	Iteration 1F: 3 clusters Score -1495742 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1496099.375000 Penalty: 2859.213379
	Iteration 2F: 3 clusters Score -1496099 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1496394.750000 Penalty: 2859.213379
	Iteration 3Q: 3 clusters Score -1496395 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1496661.875000 Penalty: 2859.213379
	Iteration 4Q: 3 clusters Score -1496662 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1496920.750000 Penalty: 2859.213379
	Iteration 5Q: 3 clusters Score -1496921 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1497149.875000 Penalty: 2859.213379
	Iteration 6Q: 3 clusters Score -1497150 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1497382.000000 Penalty: 2859.213379
	Iteration 7Q: 3 clusters Score -1497382 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1497667.250000 Penalty: 2859.213379
	Iteration 8Q: 3 clusters Score -1497667 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1498004.250000 Penalty: 2859.213379
	Iteration 9Q: 3 clusters Score -1498004 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1498367.625000 Penalty: 2859.213379
	Iteration 10Q: 3 clusters Score -1498368 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1498798.500000 Penalty: 2859.213379
	Iteration 11Q: 3 clusters Score -1498798 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1499255.375000 Penalty: 2859.213379
	Iteration 12Q: 3 clusters Score -1499255 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1499688.750000 Penalty: 2859.213379
	Iteration 13Q: 3 clusters Score -1499689 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1500053.250000 Penalty: 2859.213379
	Iteration 14Q: 3 clusters Score -1500053 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1500318.125000 Penalty: 2859.213379
	Iteration 15Q: 3 clusters Score -1500318 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1500494.625000 Penalty: 2859.213379
	Iteration 16Q: 3 clusters Score -1500495 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1500650.375000 Penalty: 2859.213379
	Iteration 17Q: 3 clusters Score -1500650 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1500759.750000 Penalty: 2859.213379
	Iteration 18Q: 3 clusters Score -1500760 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1500849.500000 Penalty: 2859.213379
	Iteration 19Q: 3 clusters Score -1500850 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1500905.125000 Penalty: 2859.213379
	Iteration 20F: 3 clusters Score -1500905 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1500946.625000 Penalty: 2859.213379
	Iteration 21Q: 3 clusters Score -1500947 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1500981.375000 Penalty: 2859.213379
	Iteration 22Q: 3 clusters Score -1500981 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1501008.625000 Penalty: 2859.213379
	Iteration 23Q: 3 clusters Score -1501009 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1501031.375000 Penalty: 2859.213379
	Iteration 24Q: 3 clusters Score -1501031 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1501055.500000 Penalty: 2859.213379
	Iteration 25Q: 3 clusters Score -1501056 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1501065.875000 Penalty: 2859.213379
	Iteration 26Q: 3 clusters Score -1501066 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1501071.375000 Penalty: 2859.213379
	Iteration 27Q: 3 clusters Score -1501071 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1501085.750000 Penalty: 2859.213379
	Iteration 28Q: 3 clusters Score -1501086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1501093.375000 Penalty: 2859.213379
	Iteration 29Q: 3 clusters Score -1501093 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1501099.500000 Penalty: 2859.213379
	Iteration 30Q: 3 clusters Score -1501100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1501109.750000 Penalty: 2859.213379
	Iteration 31Q: 3 clusters Score -1501110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1501113.000000 Penalty: 2859.213379
	Iteration 32Q: 3 clusters Score -1501113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1501118.375000 Penalty: 2859.213379
	Iteration 33Q: 3 clusters Score -1501118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1501118.500000 Penalty: 2859.213379
	Iteration 34Q: 3 clusters Score -1501118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1501128.000000 Penalty: 2859.213379
	Iteration 35Q: 3 clusters Score -1501128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1501136.250000 Penalty: 2859.213379
	Iteration 36Q: 3 clusters Score -1501136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1501142.125000 Penalty: 2859.213379
	Iteration 37Q: 3 clusters Score -1501142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1501147.875000 Penalty: 2859.213379
	Iteration 38Q: 3 clusters Score -1501148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1501153.875000 Penalty: 2859.213379
	Iteration 39Q: 3 clusters Score -1501154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1501164.375000 Penalty: 2859.213379
	Iteration 40F: 3 clusters Score -1501164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1501169.500000 Penalty: 2859.213379
	Iteration 41Q: 3 clusters Score -1501170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1501179.000000 Penalty: 2859.213379
	Iteration 42Q: 3 clusters Score -1501179 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1501192.250000 Penalty: 2859.213379
	Iteration 43Q: 3 clusters Score -1501192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1501198.375000 Penalty: 2859.213379
	Iteration 44Q: 3 clusters Score -1501198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1501204.000000 Penalty: 2859.213379
	Iteration 45Q: 3 clusters Score -1501204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1501210.125000 Penalty: 2859.213379
	Iteration 46Q: 3 clusters Score -1501210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1501213.875000 Penalty: 2859.213379
	Iteration 47Q: 3 clusters Score -1501214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1501217.625000 Penalty: 2859.213379
	Iteration 48Q: 3 clusters Score -1501218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1501222.000000 Penalty: 2859.213379
	Iteration 49Q: 3 clusters Score -1501222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1501222.125000 Penalty: 2859.213379
	Iteration 50Q: 3 clusters Score -1501222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1501226.000000 Penalty: 2859.213379
	Iteration 51Q: 3 clusters Score -1501226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1501226.375000 Penalty: 2859.213379
	Iteration 52Q: 3 clusters Score -1501226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1501230.125000 Penalty: 2859.213379
	Iteration 53Q: 3 clusters Score -1501230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1501231.625000 Penalty: 2859.213379
	Iteration 54Q: 3 clusters Score -1501232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1501233.750000 Penalty: 2859.213379
	Iteration 55Q: 3 clusters Score -1501234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1501235.625000 Penalty: 2859.213379
	Iteration 56Q: 3 clusters Score -1501236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1501235.250000 Penalty: 2859.213379
	Iteration 57Q: 3 clusters Score -1501235 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1501239.875000 Penalty: 2859.213379
	Iteration 58Q: 3 clusters Score -1501240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1501245.125000 Penalty: 2859.213379
	Iteration 59Q: 3 clusters Score -1501245 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1501248.250000 Penalty: 2859.213379
	Iteration 60F: 3 clusters Score -1501248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1501251.125000 Penalty: 2859.213379
	Iteration 61Q: 3 clusters Score -1501251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1501251.375000 Penalty: 2859.213379
	Iteration 62Q: 3 clusters Score -1501251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1501252.875000 Penalty: 2859.213379
	Iteration 63Q: 3 clusters Score -1501253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1501253.125000 Penalty: 2859.213379
	Iteration 64Q: 3 clusters Score -1501253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1501256.875000 Penalty: 2859.213379
	Iteration 65Q: 3 clusters Score -1501257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1501258.000000 Penalty: 2859.213379
	Iteration 66Q: 3 clusters Score -1501258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1501258.625000 Penalty: 2859.213379
	Iteration 67Q: 3 clusters Score -1501259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1501258.625000 Penalty: 2859.213379
	Iteration 68F: 3 clusters Score -1501259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (17590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Entering Unmasked Estep 
Score: -1848646.125000 Penalty: 1454.532715
	Iteration 0F: 2 clusters Score -1848646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1837132.750000 Penalty: 2909.065430
	Iteration 0F: 3 clusters Score -1837133 nChanged 7699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1841362.500000 Penalty: 2909.065430
	Iteration 1F: 3 clusters Score -1841362 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1841830.250000 Penalty: 2909.065430
	Iteration 2F: 3 clusters Score -1841830 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1842313.875000 Penalty: 2909.065430
	Iteration 3F: 3 clusters Score -1842314 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1842871.000000 Penalty: 2909.065430
	Iteration 4F: 3 clusters Score -1842871 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1843481.625000 Penalty: 2909.065430
	Iteration 5F: 3 clusters Score -1843482 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1844125.625000 Penalty: 2909.065430
	Iteration 6F: 3 clusters Score -1844126 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1844767.125000 Penalty: 2909.065430
	Iteration 7F: 3 clusters Score -1844767 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1845364.375000 Penalty: 2909.065430
	Iteration 8Q: 3 clusters Score -1845364 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1845882.125000 Penalty: 2909.065430
	Iteration 9Q: 3 clusters Score -1845882 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1846296.625000 Penalty: 2909.065430
	Iteration 10Q: 3 clusters Score -1846297 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1846639.375000 Penalty: 2909.065430
	Iteration 11Q: 3 clusters Score -1846639 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1846878.500000 Penalty: 2909.065430
	Iteration 12Q: 3 clusters Score -1846878 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1847059.250000 Penalty: 2909.065430
	Iteration 13Q: 3 clusters Score -1847059 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1847202.500000 Penalty: 2909.065430
	Iteration 14Q: 3 clusters Score -1847202 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1847275.250000 Penalty: 2909.065430
	Iteration 15Q: 3 clusters Score -1847275 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1847329.250000 Penalty: 2909.065430
	Iteration 16Q: 3 clusters Score -1847329 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1847376.125000 Penalty: 2909.065430
	Iteration 17Q: 3 clusters Score -1847376 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1847413.500000 Penalty: 2909.065430
	Iteration 18Q: 3 clusters Score -1847414 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1847443.750000 Penalty: 2909.065430
	Iteration 19Q: 3 clusters Score -1847444 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1847460.375000 Penalty: 2909.065430
	Iteration 20F: 3 clusters Score -1847460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1847471.125000 Penalty: 2909.065430
	Iteration 21Q: 3 clusters Score -1847471 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1847482.375000 Penalty: 2909.065430
	Iteration 22Q: 3 clusters Score -1847482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1847493.250000 Penalty: 2909.065430
	Iteration 23Q: 3 clusters Score -1847493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1847500.625000 Penalty: 2909.065430
	Iteration 24Q: 3 clusters Score -1847501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1847504.500000 Penalty: 2909.065430
	Iteration 25Q: 3 clusters Score -1847504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1847505.000000 Penalty: 2909.065430
	Iteration 26Q: 3 clusters Score -1847505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1847505.625000 Penalty: 2909.065430
	Iteration 27Q: 3 clusters Score -1847506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1847511.875000 Penalty: 2909.065430
	Iteration 28Q: 3 clusters Score -1847512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1847515.750000 Penalty: 2909.065430
	Iteration 29Q: 3 clusters Score -1847516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1847516.000000 Penalty: 2909.065430
	Iteration 30Q: 3 clusters Score -1847516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1847518.125000 Penalty: 2909.065430
	Iteration 31Q: 3 clusters Score -1847518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1847523.250000 Penalty: 2909.065430
	Iteration 32Q: 3 clusters Score -1847523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1847526.250000 Penalty: 2909.065430
	Iteration 33Q: 3 clusters Score -1847526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1847528.875000 Penalty: 2909.065430
	Iteration 34Q: 3 clusters Score -1847529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1847527.875000 Penalty: 2909.065430
	Iteration 35Q: 3 clusters Score -1847528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1847529.500000 Penalty: 2909.065430
	Iteration 36Q: 3 clusters Score -1847530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1847529.500000 Penalty: 2909.065430
	Iteration 37F: 3 clusters Score -1847530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (5525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Entering Unmasked Estep 
Score: -584095.625000 Penalty: 1282.215332
	Iteration 0F: 2 clusters Score -584095.6 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 2796 members 
Entering Unmasked Estep 
Score: -580119.562500 Penalty: 2564.430664
	Iteration 0F: 3 clusters Score -580119.6 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -581255.625000 Penalty: 2564.430664
	Iteration 1F: 3 clusters Score -581255.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -581470.125000 Penalty: 2564.430664
	Iteration 2F: 3 clusters Score -581470.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -581616.312500 Penalty: 2564.430664
	Iteration 3Q: 3 clusters Score -581616.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -581699.687500 Penalty: 2564.430664
	Iteration 4Q: 3 clusters Score -581699.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -581764.062500 Penalty: 2564.430664
	Iteration 5Q: 3 clusters Score -581764.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -581807.062500 Penalty: 2564.430664
	Iteration 6Q: 3 clusters Score -581807.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -581837.062500 Penalty: 2564.430664
	Iteration 7Q: 3 clusters Score -581837.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -581861.187500 Penalty: 2564.430664
	Iteration 8Q: 3 clusters Score -581861.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -581881.187500 Penalty: 2564.430664
	Iteration 9Q: 3 clusters Score -581881.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -581900.312500 Penalty: 2564.430664
	Iteration 10Q: 3 clusters Score -581900.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -581919.437500 Penalty: 2564.430664
	Iteration 11Q: 3 clusters Score -581919.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -581934.062500 Penalty: 2564.430664
	Iteration 12Q: 3 clusters Score -581934.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -581946.500000 Penalty: 2564.430664
	Iteration 13Q: 3 clusters Score -581946.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -581953.812500 Penalty: 2564.430664
	Iteration 14Q: 3 clusters Score -581953.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -581959.937500 Penalty: 2564.430664
	Iteration 15Q: 3 clusters Score -581959.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -581967.250000 Penalty: 2564.430664
	Iteration 16Q: 3 clusters Score -581967.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -581973.500000 Penalty: 2564.430664
	Iteration 17Q: 3 clusters Score -581973.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -581979.062500 Penalty: 2564.430664
	Iteration 18Q: 3 clusters Score -581979.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -581984.062500 Penalty: 2564.430664
	Iteration 19Q: 3 clusters Score -581984.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -581986.687500 Penalty: 2564.430664
	Iteration 20F: 3 clusters Score -581986.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -581992.250000 Penalty: 2564.430664
	Iteration 21Q: 3 clusters Score -581992.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -581996.437500 Penalty: 2564.430664
	Iteration 22Q: 3 clusters Score -581996.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -582003.312500 Penalty: 2564.430664
	Iteration 23Q: 3 clusters Score -582003.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -582009.187500 Penalty: 2564.430664
	Iteration 24Q: 3 clusters Score -582009.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -582011.937500 Penalty: 2564.430664
	Iteration 25Q: 3 clusters Score -582011.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -582014.562500 Penalty: 2564.430664
	Iteration 26Q: 3 clusters Score -582014.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -582016.875000 Penalty: 2564.430664
	Iteration 27Q: 3 clusters Score -582016.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -582018.750000 Penalty: 2564.430664
	Iteration 28Q: 3 clusters Score -582018.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -582018.187500 Penalty: 2564.430664
	Iteration 29Q: 3 clusters Score -582018.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -582022.625000 Penalty: 2564.430664
	Iteration 30Q: 3 clusters Score -582022.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -582026.875000 Penalty: 2564.430664
	Iteration 31Q: 3 clusters Score -582026.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -582035.750000 Penalty: 2564.430664
	Iteration 32Q: 3 clusters Score -582035.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -582042.437500 Penalty: 2564.430664
	Iteration 33Q: 3 clusters Score -582042.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -582047.750000 Penalty: 2564.430664
	Iteration 34Q: 3 clusters Score -582047.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -582053.250000 Penalty: 2564.430664
	Iteration 35Q: 3 clusters Score -582053.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -582057.687500 Penalty: 2564.430664
	Iteration 36Q: 3 clusters Score -582057.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -582060.250000 Penalty: 2564.430664
	Iteration 37Q: 3 clusters Score -582060.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -582066.125000 Penalty: 2564.430664
	Iteration 38Q: 3 clusters Score -582066.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -582072.187500 Penalty: 2564.430664
	Iteration 39Q: 3 clusters Score -582072.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -582076.562500 Penalty: 2564.430664
	Iteration 40F: 3 clusters Score -582076.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -582082.500000 Penalty: 2564.430664
	Iteration 41Q: 3 clusters Score -582082.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -582086.062500 Penalty: 2564.430664
	Iteration 42Q: 3 clusters Score -582086.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -582088.125000 Penalty: 2564.430664
	Iteration 43Q: 3 clusters Score -582088.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -582089.312500 Penalty: 2564.430664
	Iteration 44Q: 3 clusters Score -582089.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -582093.562500 Penalty: 2564.430664
	Iteration 45Q: 3 clusters Score -582093.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -582092.187500 Penalty: 2564.430664
	Iteration 46Q: 3 clusters Score -582092.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -582093.625000 Penalty: 2564.430664
	Iteration 47Q: 3 clusters Score -582093.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -582095.125000 Penalty: 2564.430664
	Iteration 48Q: 3 clusters Score -582095.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -582098.312500 Penalty: 2564.430664
	Iteration 49Q: 3 clusters Score -582098.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -582098.625000 Penalty: 2564.430664
	Iteration 50Q: 3 clusters Score -582098.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -582099.062500 Penalty: 2564.430664
	Iteration 51Q: 3 clusters Score -582099.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -582098.875000 Penalty: 2564.430664
	Iteration 52Q: 3 clusters Score -582098.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -582098.875000 Penalty: 2564.430664
	Iteration 53F: 3 clusters Score -582098.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Entering Unmasked Estep 
Score: -61663.667969 Penalty: 951.863159
	Iteration 0F: 2 clusters Score -61663.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -60683.171875 Penalty: 1903.726318
	Iteration 0F: 3 clusters Score -60683.17 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -60861.968750 Penalty: 1903.726318
	Iteration 1F: 3 clusters Score -60861.97 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -60928.632812 Penalty: 1903.726318
	Iteration 2Q: 3 clusters Score -60928.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -60951.992188 Penalty: 1903.726318
	Iteration 3Q: 3 clusters Score -60951.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -60968.890625 Penalty: 1903.726318
	Iteration 4Q: 3 clusters Score -60968.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -60981.812500 Penalty: 1903.726318
	Iteration 5Q: 3 clusters Score -60981.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -60988.402344 Penalty: 1903.726318
	Iteration 6Q: 3 clusters Score -60988.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -60996.214844 Penalty: 1903.726318
	Iteration 7Q: 3 clusters Score -60996.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -60998.023438 Penalty: 1903.726318
	Iteration 8Q: 3 clusters Score -60998.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -60998.023438 Penalty: 1903.726318
	Iteration 9F: 3 clusters Score -60998.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (8267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Entering Unmasked Estep 
Score: -809637.312500 Penalty: 1342.180054
	Iteration 0F: 2 clusters Score -809637.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -803996.687500 Penalty: 2684.360107
	Iteration 0F: 3 clusters Score -803996.7 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -805831.375000 Penalty: 2684.360107
	Iteration 1F: 3 clusters Score -805831.4 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -806088.375000 Penalty: 2684.360107
	Iteration 2F: 3 clusters Score -806088.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -806250.625000 Penalty: 2684.360107
	Iteration 3Q: 3 clusters Score -806250.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -806366.625000 Penalty: 2684.360107
	Iteration 4Q: 3 clusters Score -806366.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -806473.562500 Penalty: 2684.360107
	Iteration 5Q: 3 clusters Score -806473.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -806556.625000 Penalty: 2684.360107
	Iteration 6Q: 3 clusters Score -806556.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -806645.500000 Penalty: 2684.360107
	Iteration 7Q: 3 clusters Score -806645.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -806720.750000 Penalty: 2684.360107
	Iteration 8Q: 3 clusters Score -806720.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -806788.125000 Penalty: 2684.360107
	Iteration 9Q: 3 clusters Score -806788.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -806844.625000 Penalty: 2684.360107
	Iteration 10Q: 3 clusters Score -806844.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -806898.250000 Penalty: 2684.360107
	Iteration 11Q: 3 clusters Score -806898.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -806964.000000 Penalty: 2684.360107
	Iteration 12Q: 3 clusters Score -806964 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -807028.875000 Penalty: 2684.360107
	Iteration 13Q: 3 clusters Score -807028.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -807095.937500 Penalty: 2684.360107
	Iteration 14Q: 3 clusters Score -807095.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -807174.625000 Penalty: 2684.360107
	Iteration 15Q: 3 clusters Score -807174.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -807243.812500 Penalty: 2684.360107
	Iteration 16Q: 3 clusters Score -807243.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -807326.062500 Penalty: 2684.360107
	Iteration 17Q: 3 clusters Score -807326.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -807429.312500 Penalty: 2684.360107
	Iteration 18Q: 3 clusters Score -807429.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -807535.062500 Penalty: 2684.360107
	Iteration 19Q: 3 clusters Score -807535.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -807645.875000 Penalty: 2684.360107
	Iteration 20F: 3 clusters Score -807645.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -807755.375000 Penalty: 2684.360107
	Iteration 21Q: 3 clusters Score -807755.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -807872.750000 Penalty: 2684.360107
	Iteration 22Q: 3 clusters Score -807872.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -807988.500000 Penalty: 2684.360107
	Iteration 23Q: 3 clusters Score -807988.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -808095.250000 Penalty: 2684.360107
	Iteration 24Q: 3 clusters Score -808095.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -808180.312500 Penalty: 2684.360107
	Iteration 25Q: 3 clusters Score -808180.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -808260.750000 Penalty: 2684.360107
	Iteration 26Q: 3 clusters Score -808260.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -808318.062500 Penalty: 2684.360107
	Iteration 27Q: 3 clusters Score -808318.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -808379.125000 Penalty: 2684.360107
	Iteration 28Q: 3 clusters Score -808379.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -808428.875000 Penalty: 2684.360107
	Iteration 29Q: 3 clusters Score -808428.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -808482.812500 Penalty: 2684.360107
	Iteration 30Q: 3 clusters Score -808482.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -808531.687500 Penalty: 2684.360107
	Iteration 31Q: 3 clusters Score -808531.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -808574.437500 Penalty: 2684.360107
	Iteration 32Q: 3 clusters Score -808574.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -808611.375000 Penalty: 2684.360107
	Iteration 33Q: 3 clusters Score -808611.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -808666.000000 Penalty: 2684.360107
	Iteration 34Q: 3 clusters Score -808666 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -808706.125000 Penalty: 2684.360107
	Iteration 35Q: 3 clusters Score -808706.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -808751.625000 Penalty: 2684.360107
	Iteration 36Q: 3 clusters Score -808751.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -808818.562500 Penalty: 2684.360107
	Iteration 37Q: 3 clusters Score -808818.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -808884.562500 Penalty: 2684.360107
	Iteration 38Q: 3 clusters Score -808884.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -808936.062500 Penalty: 2684.360107
	Iteration 39Q: 3 clusters Score -808936.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -808982.375000 Penalty: 2684.360107
	Iteration 40F: 3 clusters Score -808982.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -809018.625000 Penalty: 2684.360107
	Iteration 41Q: 3 clusters Score -809018.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -809042.562500 Penalty: 2684.360107
	Iteration 42Q: 3 clusters Score -809042.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -809056.625000 Penalty: 2684.360107
	Iteration 43Q: 3 clusters Score -809056.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -809064.750000 Penalty: 2684.360107
	Iteration 44Q: 3 clusters Score -809064.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -809075.437500 Penalty: 2684.360107
	Iteration 45Q: 3 clusters Score -809075.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -809083.875000 Penalty: 2684.360107
	Iteration 46Q: 3 clusters Score -809083.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -809097.375000 Penalty: 2684.360107
	Iteration 47Q: 3 clusters Score -809097.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -809111.750000 Penalty: 2684.360107
	Iteration 48Q: 3 clusters Score -809111.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -809129.062500 Penalty: 2684.360107
	Iteration 49Q: 3 clusters Score -809129.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -809150.125000 Penalty: 2684.360107
	Iteration 50Q: 3 clusters Score -809150.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -809161.000000 Penalty: 2684.360107
	Iteration 51Q: 3 clusters Score -809161 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -809168.125000 Penalty: 2684.360107
	Iteration 52Q: 3 clusters Score -809168.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -809172.125000 Penalty: 2684.360107
	Iteration 53Q: 3 clusters Score -809172.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -809179.375000 Penalty: 2684.360107
	Iteration 54Q: 3 clusters Score -809179.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -809183.000000 Penalty: 2684.360107
	Iteration 55Q: 3 clusters Score -809183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -809189.500000 Penalty: 2684.360107
	Iteration 56Q: 3 clusters Score -809189.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -809191.687500 Penalty: 2684.360107
	Iteration 57Q: 3 clusters Score -809191.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -809197.187500 Penalty: 2684.360107
	Iteration 58Q: 3 clusters Score -809197.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -809199.937500 Penalty: 2684.360107
	Iteration 59Q: 3 clusters Score -809199.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -809201.937500 Penalty: 2684.360107
	Iteration 60F: 3 clusters Score -809201.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -809203.187500 Penalty: 2684.360107
	Iteration 61Q: 3 clusters Score -809203.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -809207.312500 Penalty: 2684.360107
	Iteration 62Q: 3 clusters Score -809207.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -809209.875000 Penalty: 2684.360107
	Iteration 63Q: 3 clusters Score -809209.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -809214.187500 Penalty: 2684.360107
	Iteration 64Q: 3 clusters Score -809214.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -809216.062500 Penalty: 2684.360107
	Iteration 65Q: 3 clusters Score -809216.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -809217.250000 Penalty: 2684.360107
	Iteration 66Q: 3 clusters Score -809217.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -809217.750000 Penalty: 2684.360107
	Iteration 67Q: 3 clusters Score -809217.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -809218.937500 Penalty: 2684.360107
	Iteration 68Q: 3 clusters Score -809218.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -809218.875000 Penalty: 2684.360107
	Iteration 69Q: 3 clusters Score -809218.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -809218.875000 Penalty: 2684.360107
	Iteration 70F: 3 clusters Score -809218.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (15078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Entering Unmasked Estep 
Score: -1580866.375000 Penalty: 1431.603638
	Iteration 0F: 2 clusters Score -1580866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1570898.625000 Penalty: 2863.207275
	Iteration 0F: 3 clusters Score -1570899 nChanged 6489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1574417.375000 Penalty: 2863.207275
	Iteration 1F: 3 clusters Score -1574417 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1574870.125000 Penalty: 2863.207275
	Iteration 2F: 3 clusters Score -1574870 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1575220.500000 Penalty: 2863.207275
	Iteration 3F: 3 clusters Score -1575220 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1575495.875000 Penalty: 2863.207275
	Iteration 4Q: 3 clusters Score -1575496 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1575707.125000 Penalty: 2863.207275
	Iteration 5Q: 3 clusters Score -1575707 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1575872.500000 Penalty: 2863.207275
	Iteration 6Q: 3 clusters Score -1575872 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1576032.125000 Penalty: 2863.207275
	Iteration 7Q: 3 clusters Score -1576032 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1576157.000000 Penalty: 2863.207275
	Iteration 8Q: 3 clusters Score -1576157 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1576283.625000 Penalty: 2863.207275
	Iteration 9Q: 3 clusters Score -1576284 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1576409.750000 Penalty: 2863.207275
	Iteration 10Q: 3 clusters Score -1576410 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1576533.000000 Penalty: 2863.207275
	Iteration 11Q: 3 clusters Score -1576533 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1576653.125000 Penalty: 2863.207275
	Iteration 12Q: 3 clusters Score -1576653 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1576751.875000 Penalty: 2863.207275
	Iteration 13Q: 3 clusters Score -1576752 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1576833.750000 Penalty: 2863.207275
	Iteration 14Q: 3 clusters Score -1576834 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1576921.125000 Penalty: 2863.207275
	Iteration 15Q: 3 clusters Score -1576921 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1577010.750000 Penalty: 2863.207275
	Iteration 16Q: 3 clusters Score -1577011 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1577103.625000 Penalty: 2863.207275
	Iteration 17Q: 3 clusters Score -1577104 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1577215.875000 Penalty: 2863.207275
	Iteration 18Q: 3 clusters Score -1577216 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1577326.875000 Penalty: 2863.207275
	Iteration 19Q: 3 clusters Score -1577327 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1577454.125000 Penalty: 2863.207275
	Iteration 20F: 3 clusters Score -1577454 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1577618.625000 Penalty: 2863.207275
	Iteration 21Q: 3 clusters Score -1577619 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1577803.000000 Penalty: 2863.207275
	Iteration 22Q: 3 clusters Score -1577803 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1577999.000000 Penalty: 2863.207275
	Iteration 23Q: 3 clusters Score -1577999 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1578213.500000 Penalty: 2863.207275
	Iteration 24Q: 3 clusters Score -1578214 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1578413.625000 Penalty: 2863.207275
	Iteration 25Q: 3 clusters Score -1578414 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1578621.250000 Penalty: 2863.207275
	Iteration 26Q: 3 clusters Score -1578621 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1578819.125000 Penalty: 2863.207275
	Iteration 27Q: 3 clusters Score -1578819 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1578980.500000 Penalty: 2863.207275
	Iteration 28Q: 3 clusters Score -1578980 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1579110.500000 Penalty: 2863.207275
	Iteration 29Q: 3 clusters Score -1579110 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1579200.875000 Penalty: 2863.207275
	Iteration 30Q: 3 clusters Score -1579201 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1579292.375000 Penalty: 2863.207275
	Iteration 31Q: 3 clusters Score -1579292 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1579384.125000 Penalty: 2863.207275
	Iteration 32Q: 3 clusters Score -1579384 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1579464.375000 Penalty: 2863.207275
	Iteration 33Q: 3 clusters Score -1579464 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1579541.625000 Penalty: 2863.207275
	Iteration 34Q: 3 clusters Score -1579542 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1579609.875000 Penalty: 2863.207275
	Iteration 35Q: 3 clusters Score -1579610 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1579655.875000 Penalty: 2863.207275
	Iteration 36Q: 3 clusters Score -1579656 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1579696.875000 Penalty: 2863.207275
	Iteration 37Q: 3 clusters Score -1579697 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1579733.500000 Penalty: 2863.207275
	Iteration 38Q: 3 clusters Score -1579734 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1579763.375000 Penalty: 2863.207275
	Iteration 39Q: 3 clusters Score -1579763 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1579786.125000 Penalty: 2863.207275
	Iteration 40F: 3 clusters Score -1579786 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1579801.625000 Penalty: 2863.207275
	Iteration 41Q: 3 clusters Score -1579802 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1579813.000000 Penalty: 2863.207275
	Iteration 42Q: 3 clusters Score -1579813 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1579827.625000 Penalty: 2863.207275
	Iteration 43Q: 3 clusters Score -1579828 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1579834.625000 Penalty: 2863.207275
	Iteration 44Q: 3 clusters Score -1579835 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1579842.500000 Penalty: 2863.207275
	Iteration 45Q: 3 clusters Score -1579842 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1579850.125000 Penalty: 2863.207275
	Iteration 46Q: 3 clusters Score -1579850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1579857.750000 Penalty: 2863.207275
	Iteration 47Q: 3 clusters Score -1579858 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1579865.625000 Penalty: 2863.207275
	Iteration 48Q: 3 clusters Score -1579866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1579872.500000 Penalty: 2863.207275
	Iteration 49Q: 3 clusters Score -1579872 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1579881.375000 Penalty: 2863.207275
	Iteration 50Q: 3 clusters Score -1579881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1579885.500000 Penalty: 2863.207275
	Iteration 51Q: 3 clusters Score -1579886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1579891.500000 Penalty: 2863.207275
	Iteration 52Q: 3 clusters Score -1579892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1579896.875000 Penalty: 2863.207275
	Iteration 53Q: 3 clusters Score -1579897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1579899.125000 Penalty: 2863.207275
	Iteration 54Q: 3 clusters Score -1579899 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1579902.625000 Penalty: 2863.207275
	Iteration 55Q: 3 clusters Score -1579903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1579904.875000 Penalty: 2863.207275
	Iteration 56Q: 3 clusters Score -1579905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1579910.000000 Penalty: 2863.207275
	Iteration 57Q: 3 clusters Score -1579910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1579911.250000 Penalty: 2863.207275
	Iteration 58Q: 3 clusters Score -1579911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1579914.875000 Penalty: 2863.207275
	Iteration 59Q: 3 clusters Score -1579915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1579917.000000 Penalty: 2863.207275
	Iteration 60F: 3 clusters Score -1579917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1579916.500000 Penalty: 2863.207275
	Iteration 61Q: 3 clusters Score -1579916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1579920.500000 Penalty: 2863.207275
	Iteration 62Q: 3 clusters Score -1579920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1579924.250000 Penalty: 2863.207275
	Iteration 63Q: 3 clusters Score -1579924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1579929.125000 Penalty: 2863.207275
	Iteration 64Q: 3 clusters Score -1579929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1579931.375000 Penalty: 2863.207275
	Iteration 65Q: 3 clusters Score -1579931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1579932.500000 Penalty: 2863.207275
	Iteration 66Q: 3 clusters Score -1579932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1579933.250000 Penalty: 2863.207275
	Iteration 67Q: 3 clusters Score -1579933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1579933.250000 Penalty: 2863.207275
	Iteration 68Q: 3 clusters Score -1579933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1579933.500000 Penalty: 2863.207275
	Iteration 69Q: 3 clusters Score -1579934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1579933.500000 Penalty: 2863.207275
	Iteration 70F: 3 clusters Score -1579934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (4600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Entering Unmasked Estep 
Score: -446306.812500 Penalty: 1254.951172
	Iteration 0F: 2 clusters Score -446306.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -442874.875000 Penalty: 2509.902344
	Iteration 0F: 3 clusters Score -442874.9 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -443888.937500 Penalty: 2509.902344
	Iteration 1F: 3 clusters Score -443888.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -444082.750000 Penalty: 2509.902344
	Iteration 2F: 3 clusters Score -444082.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -444203.281250 Penalty: 2509.902344
	Iteration 3Q: 3 clusters Score -444203.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -444279.906250 Penalty: 2509.902344
	Iteration 4Q: 3 clusters Score -444279.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -444334.656250 Penalty: 2509.902344
	Iteration 5Q: 3 clusters Score -444334.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -444368.093750 Penalty: 2509.902344
	Iteration 6Q: 3 clusters Score -444368.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -444386.562500 Penalty: 2509.902344
	Iteration 7Q: 3 clusters Score -444386.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -444402.687500 Penalty: 2509.902344
	Iteration 8Q: 3 clusters Score -444402.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -444421.343750 Penalty: 2509.902344
	Iteration 9Q: 3 clusters Score -444421.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -444440.218750 Penalty: 2509.902344
	Iteration 10Q: 3 clusters Score -444440.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -444454.531250 Penalty: 2509.902344
	Iteration 11Q: 3 clusters Score -444454.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -444469.625000 Penalty: 2509.902344
	Iteration 12Q: 3 clusters Score -444469.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -444486.687500 Penalty: 2509.902344
	Iteration 13Q: 3 clusters Score -444486.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -444505.375000 Penalty: 2509.902344
	Iteration 14Q: 3 clusters Score -444505.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -444520.343750 Penalty: 2509.902344
	Iteration 15Q: 3 clusters Score -444520.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -444534.093750 Penalty: 2509.902344
	Iteration 16Q: 3 clusters Score -444534.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -444541.000000 Penalty: 2509.902344
	Iteration 17Q: 3 clusters Score -444541 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -444549.218750 Penalty: 2509.902344
	Iteration 18Q: 3 clusters Score -444549.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -444558.437500 Penalty: 2509.902344
	Iteration 19Q: 3 clusters Score -444558.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -444564.156250 Penalty: 2509.902344
	Iteration 20F: 3 clusters Score -444564.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -444568.343750 Penalty: 2509.902344
	Iteration 21Q: 3 clusters Score -444568.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -444571.937500 Penalty: 2509.902344
	Iteration 22Q: 3 clusters Score -444571.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -444571.781250 Penalty: 2509.902344
	Iteration 23Q: 3 clusters Score -444571.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -444574.187500 Penalty: 2509.902344
	Iteration 24Q: 3 clusters Score -444574.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -444575.093750 Penalty: 2509.902344
	Iteration 25Q: 3 clusters Score -444575.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -444575.718750 Penalty: 2509.902344
	Iteration 26Q: 3 clusters Score -444575.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -444576.843750 Penalty: 2509.902344
	Iteration 27Q: 3 clusters Score -444576.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -444578.750000 Penalty: 2509.902344
	Iteration 28Q: 3 clusters Score -444578.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -444578.718750 Penalty: 2509.902344
	Iteration 29Q: 3 clusters Score -444578.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -444578.718750 Penalty: 2509.902344
	Iteration 30F: 3 clusters Score -444578.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (2203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Entering Unmasked Estep 
Score: -205007.812500 Penalty: 1145.399292
	Iteration 0F: 2 clusters Score -205007.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -202993.421875 Penalty: 2290.798584
	Iteration 0F: 3 clusters Score -202993.4 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -203532.140625 Penalty: 2290.798584
	Iteration 1F: 3 clusters Score -203532.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -203706.109375 Penalty: 2290.798584
	Iteration 2F: 3 clusters Score -203706.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -203783.843750 Penalty: 2290.798584
	Iteration 3Q: 3 clusters Score -203783.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -203837.343750 Penalty: 2290.798584
	Iteration 4Q: 3 clusters Score -203837.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -203866.921875 Penalty: 2290.798584
	Iteration 5Q: 3 clusters Score -203866.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -203887.593750 Penalty: 2290.798584
	Iteration 6Q: 3 clusters Score -203887.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -203908.625000 Penalty: 2290.798584
	Iteration 7Q: 3 clusters Score -203908.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -203920.765625 Penalty: 2290.798584
	Iteration 8Q: 3 clusters Score -203920.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -203926.750000 Penalty: 2290.798584
	Iteration 9Q: 3 clusters Score -203926.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -203930.281250 Penalty: 2290.798584
	Iteration 10Q: 3 clusters Score -203930.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -203932.796875 Penalty: 2290.798584
	Iteration 11Q: 3 clusters Score -203932.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -203937.906250 Penalty: 2290.798584
	Iteration 12Q: 3 clusters Score -203937.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -203946.953125 Penalty: 2290.798584
	Iteration 13Q: 3 clusters Score -203947 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -203954.953125 Penalty: 2290.798584
	Iteration 14Q: 3 clusters Score -203955 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -203960.328125 Penalty: 2290.798584
	Iteration 15Q: 3 clusters Score -203960.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -203964.468750 Penalty: 2290.798584
	Iteration 16Q: 3 clusters Score -203964.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -203971.312500 Penalty: 2290.798584
	Iteration 17Q: 3 clusters Score -203971.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -203975.546875 Penalty: 2290.798584
	Iteration 18Q: 3 clusters Score -203975.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -203977.250000 Penalty: 2290.798584
	Iteration 19Q: 3 clusters Score -203977.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -203978.140625 Penalty: 2290.798584
	Iteration 20F: 3 clusters Score -203978.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -203979.890625 Penalty: 2290.798584
	Iteration 21Q: 3 clusters Score -203979.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -203981.843750 Penalty: 2290.798584
	Iteration 22Q: 3 clusters Score -203981.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -203984.578125 Penalty: 2290.798584
	Iteration 23Q: 3 clusters Score -203984.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -203985.531250 Penalty: 2290.798584
	Iteration 24Q: 3 clusters Score -203985.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -203987.234375 Penalty: 2290.798584
	Iteration 25Q: 3 clusters Score -203987.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -203988.250000 Penalty: 2290.798584
	Iteration 26Q: 3 clusters Score -203988.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -203988.250000 Penalty: 2290.798584
	Iteration 27F: 3 clusters Score -203988.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (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: -179588.500000 Penalty: 1110.804321
	Iteration 0F: 2 clusters Score -179588.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -177851.828125 Penalty: 2221.608643
	Iteration 0F: 3 clusters Score -177851.8 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -178318.765625 Penalty: 2221.608643
	Iteration 1F: 3 clusters Score -178318.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -178538.953125 Penalty: 2221.608643
	Iteration 2F: 3 clusters Score -178539 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -178721.921875 Penalty: 2221.608643
	Iteration 3F: 3 clusters Score -178721.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -178847.718750 Penalty: 2221.608643
	Iteration 4Q: 3 clusters Score -178847.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -178933.750000 Penalty: 2221.608643
	Iteration 5Q: 3 clusters Score -178933.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -178997.328125 Penalty: 2221.608643
	Iteration 6Q: 3 clusters Score -178997.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -179045.046875 Penalty: 2221.608643
	Iteration 7Q: 3 clusters Score -179045 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -179090.484375 Penalty: 2221.608643
	Iteration 8Q: 3 clusters Score -179090.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -179133.046875 Penalty: 2221.608643
	Iteration 9Q: 3 clusters Score -179133 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -179167.859375 Penalty: 2221.608643
	Iteration 10Q: 3 clusters Score -179167.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -179187.453125 Penalty: 2221.608643
	Iteration 11Q: 3 clusters Score -179187.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -179200.578125 Penalty: 2221.608643
	Iteration 12Q: 3 clusters Score -179200.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -179209.234375 Penalty: 2221.608643
	Iteration 13Q: 3 clusters Score -179209.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -179216.562500 Penalty: 2221.608643
	Iteration 14Q: 3 clusters Score -179216.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -179229.781250 Penalty: 2221.608643
	Iteration 15Q: 3 clusters Score -179229.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -179250.187500 Penalty: 2221.608643
	Iteration 16Q: 3 clusters Score -179250.2 nChanged 13
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: -179271.375000 Penalty: 2221.608643
	Iteration 17Q: 3 clusters Score -179271.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -179294.562500 Penalty: 2221.608643
	Iteration 18Q: 3 clusters Score -179294.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -179315.953125 Penalty: 2221.608643
	Iteration 19Q: 3 clusters Score -179316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -179339.953125 Penalty: 2221.608643
	Iteration 20F: 3 clusters Score -179340 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -179381.968750 Penalty: 2221.608643
	Iteration 21Q: 3 clusters Score -179382 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -179420.062500 Penalty: 2221.608643
	Iteration 22Q: 3 clusters Score -179420.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -179451.640625 Penalty: 2221.608643
	Iteration 23Q: 3 clusters Score -179451.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -179473.812500 Penalty: 2221.608643
	Iteration 24Q: 3 clusters Score -179473.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -179496.750000 Penalty: 2221.608643
	Iteration 25Q: 3 clusters Score -179496.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -179528.703125 Penalty: 2221.608643
	Iteration 26Q: 3 clusters Score -179528.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -179571.140625 Penalty: 2221.608643
	Iteration 27Q: 3 clusters Score -179571.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -179597.968750 Penalty: 2221.608643
	Iteration 28Q: 3 clusters Score -179598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -179628.078125 Penalty: 2221.608643
	Iteration 29Q: 3 clusters Score -179628.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -179660.406250 Penalty: 2221.608643
	Iteration 30Q: 3 clusters Score -179660.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -179680.734375 Penalty: 2221.608643
	Iteration 31Q: 3 clusters Score -179680.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -179698.859375 Penalty: 2221.608643
	Iteration 32Q: 3 clusters Score -179698.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -179714.718750 Penalty: 2221.608643
	Iteration 33Q: 3 clusters Score -179714.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -179725.187500 Penalty: 2221.608643
	Iteration 34Q: 3 clusters Score -179725.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -179739.718750 Penalty: 2221.608643
	Iteration 35Q: 3 clusters Score -179739.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -179759.234375 Penalty: 2221.608643
	Iteration 36Q: 3 clusters Score -179759.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -179773.031250 Penalty: 2221.608643
	Iteration 37Q: 3 clusters Score -179773 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -179782.906250 Penalty: 2221.608643
	Iteration 38Q: 3 clusters Score -179782.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -179788.500000 Penalty: 2221.608643
	Iteration 39Q: 3 clusters Score -179788.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -179791.921875 Penalty: 2221.608643
	Iteration 40F: 3 clusters Score -179791.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -179793.453125 Penalty: 2221.608643
	Iteration 41Q: 3 clusters Score -179793.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -179801.859375 Penalty: 2221.608643
	Iteration 42Q: 3 clusters Score -179801.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -179810.343750 Penalty: 2221.608643
	Iteration 43Q: 3 clusters Score -179810.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -179822.046875 Penalty: 2221.608643
	Iteration 44Q: 3 clusters Score -179822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -179824.390625 Penalty: 2221.608643
	Iteration 45Q: 3 clusters Score -179824.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -179827.718750 Penalty: 2221.608643
	Iteration 46Q: 3 clusters Score -179827.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -179831.609375 Penalty: 2221.608643
	Iteration 47Q: 3 clusters Score -179831.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -179838.437500 Penalty: 2221.608643
	Iteration 48Q: 3 clusters Score -179838.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -179846.265625 Penalty: 2221.608643
	Iteration 49Q: 3 clusters Score -179846.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -179852.703125 Penalty: 2221.608643
	Iteration 50Q: 3 clusters Score -179852.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -179859.984375 Penalty: 2221.608643
	Iteration 51Q: 3 clusters Score -179860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -179865.953125 Penalty: 2221.608643
	Iteration 52Q: 3 clusters Score -179866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -179873.296875 Penalty: 2221.608643
	Iteration 53Q: 3 clusters Score -179873.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -179874.640625 Penalty: 2221.608643
	Iteration 54Q: 3 clusters Score -179874.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -179876.093750 Penalty: 2221.608643
	Iteration 55Q: 3 clusters Score -179876.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -179884.234375 Penalty: 2221.608643
	Iteration 56Q: 3 clusters Score -179884.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -179887.562500 Penalty: 2221.608643
	Iteration 57Q: 3 clusters Score -179887.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -179890.703125 Penalty: 2221.608643
	Iteration 58Q: 3 clusters Score -179890.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -179893.140625 Penalty: 2221.608643
	Iteration 59Q: 3 clusters Score -179893.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -179899.406250 Penalty: 2221.608643
	Iteration 60F: 3 clusters Score -179899.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -179905.859375 Penalty: 2221.608643
	Iteration 61Q: 3 clusters Score -179905.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -179916.343750 Penalty: 2221.608643
	Iteration 62Q: 3 clusters Score -179916.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -179924.875000 Penalty: 2221.608643
	Iteration 63Q: 3 clusters Score -179924.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -179929.734375 Penalty: 2221.608643
	Iteration 64Q: 3 clusters Score -179929.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -179931.390625 Penalty: 2221.608643
	Iteration 65Q: 3 clusters Score -179931.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -179933.687500 Penalty: 2221.608643
	Iteration 66Q: 3 clusters Score -179933.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -179935.468750 Penalty: 2221.608643
	Iteration 67Q: 3 clusters Score -179935.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -179941.218750 Penalty: 2221.608643
	Iteration 68Q: 3 clusters Score -179941.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -179949.703125 Penalty: 2221.608643
	Iteration 69Q: 3 clusters Score -179949.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -179953.640625 Penalty: 2221.608643
	Iteration 70Q: 3 clusters Score -179953.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -179955.078125 Penalty: 2221.608643
	Iteration 71Q: 3 clusters Score -179955.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -179955.078125 Penalty: 2221.608643
	Iteration 72F: 3 clusters Score -179955.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55864 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49685 members 
Mstep: Class 4 contains 10518 members 
Mstep: Class 5 contains 110303 members 
Mstep: Class 6 contains 37668 members 
Mstep: Class 7 contains 37160 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 10378 members 
Mstep: Class 10 contains 12011 members 
Mstep: Class 11 contains 7130 members 
Mstep: Class 12 contains 24331 members 
Mstep: Class 13 contains 4011 members 
Mstep: Class 14 contains 4402 members 
Mstep: Class 15 contains 2854 members 
Mstep: Class 16 contains 37954 members 
Mstep: Class 17 contains 35061 members 
Mstep: Class 18 contains 11033 members 
Mstep: Class 19 contains 7372 members 
Mstep: Class 20 contains 1424 members 
Mstep: Class 21 contains 36764 members 
Mstep: Class 22 contains 5590 members 
Mstep: Class 23 contains 4449 members 
Mstep: Class 24 contains 6427 members 
Mstep: Class 25 contains 14705 members 
Mstep: Class 26 contains 3672 members 
Mstep: Class 27 contains 18522 members 
Mstep: Class 28 contains 9039 members 
Mstep: Class 29 contains 11051 members 
Mstep: Class 30 contains 16110 members 
Mstep: Class 31 contains 5024 members 
Mstep: Class 32 contains 106242 members 
Mstep: Class 33 contains 18706 members 
Mstep: Class 34 contains 8890 members 
Mstep: Class 35 contains 36522 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 37565 members 
Mstep: Class 38 contains 14877 members 
Mstep: Class 39 contains 17590 members 
Mstep: Class 40 contains 5525 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8267 members 
Mstep: Class 43 contains 15078 members 
Mstep: Class 44 contains 4600 members 
Mstep: Class 45 contains 2203 members 
Mstep: Class 46 contains 432 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 260 members 
Mstep: Class 49 contains 4040 members 
Mstep: Class 50 contains 7235 members 
Mstep: Class 51 contains 863 members 
Mstep: Class 52 contains 1314 members 
Entering Unmasked Estep 
Score: -88135200.000000 Penalty: 106082.015625
Splitting cluster 46 changes total score from -88135704.000000 to -88135200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 47 (11656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Entering Unmasked Estep 
Score: -1225213.625000 Penalty: 1393.300171
	Iteration 0F: 2 clusters Score -1225214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1217502.000000 Penalty: 2786.600342
	Iteration 0F: 3 clusters Score -1217502 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1220028.000000 Penalty: 2786.600342
	Iteration 1F: 3 clusters Score -1220028 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1220372.625000 Penalty: 2786.600342
	Iteration 2F: 3 clusters Score -1220373 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1220698.125000 Penalty: 2786.600342
	Iteration 3F: 3 clusters Score -1220698 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1221043.125000 Penalty: 2786.600342
	Iteration 4F: 3 clusters Score -1221043 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1221476.625000 Penalty: 2786.600342
	Iteration 5F: 3 clusters Score -1221477 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1221996.875000 Penalty: 2786.600342
	Iteration 6F: 3 clusters Score -1221997 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1222558.125000 Penalty: 2786.600342
	Iteration 7F: 3 clusters Score -1222558 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1222988.500000 Penalty: 2786.600342
	Iteration 8Q: 3 clusters Score -1222988 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1223307.125000 Penalty: 2786.600342
	Iteration 9Q: 3 clusters Score -1223307 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1223539.750000 Penalty: 2786.600342
	Iteration 10Q: 3 clusters Score -1223540 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1223704.500000 Penalty: 2786.600342
	Iteration 11Q: 3 clusters Score -1223704 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1223830.625000 Penalty: 2786.600342
	Iteration 12Q: 3 clusters Score -1223831 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -1223906.125000 Penalty: 2786.600342
	Iteration 13Q: 3 clusters Score -1223906 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1223962.000000 Penalty: 2786.600342
	Iteration 14Q: 3 clusters Score -1223962 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1224007.500000 Penalty: 2786.600342
	Iteration 15Q: 3 clusters Score -1224008 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -1224039.625000 Penalty: 2786.600342
	Iteration 16Q: 3 clusters Score -1224040 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1224060.375000 Penalty: 2786.600342
	Iteration 17Q: 3 clusters Score -1224060 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1224070.875000 Penalty: 2786.600342
	Iteration 18Q: 3 clusters Score -1224071 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -1224086.875000 Penalty: 2786.600342
	Iteration 19Q: 3 clusters Score -1224087 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -1224097.125000 Penalty: 2786.600342
	Iteration 20F: 3 clusters Score -1224097 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -1224111.125000 Penalty: 2786.600342
	Iteration 21Q: 3 clusters Score -1224111 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1224130.125000 Penalty: 2786.600342
	Iteration 22Q: 3 clusters Score -1224130 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -1224140.375000 Penalty: 2786.600342
	Iteration 23Q: 3 clusters Score -1224140 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -1224157.500000 Penalty: 2786.600342
	Iteration 24Q: 3 clusters Score -1224158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1224160.625000 Penalty: 2786.600342
	Iteration 25Q: 3 clusters Score -1224161 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1224165.750000 Penalty: 2786.600342
	Iteration 26Q: 3 clusters Score -1224166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1224175.000000 Penalty: 2786.600342
	Iteration 27Q: 3 clusters Score -1224175 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -1224186.000000 Penalty: 2786.600342
	Iteration 28Q: 3 clusters Score -1224186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -1224190.750000 Penalty: 2786.600342
	Iteration 29Q: 3 clusters Score -1224191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -1224193.375000 Penalty: 2786.600342
	Iteration 30Q: 3 clusters Score -1224193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -1224196.500000 Penalty: 2786.600342
	Iteration 31Q: 3 clusters Score -1224196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1224198.375000 Penalty: 2786.600342
	Iteration 32Q: 3 clusters Score -1224198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -1224203.375000 Penalty: 2786.600342
	Iteration 33Q: 3 clusters Score -1224203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1224205.875000 Penalty: 2786.600342
	Iteration 34Q: 3 clusters Score -1224206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -1224211.625000 Penalty: 2786.600342
	Iteration 35Q: 3 clusters Score -1224212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -1224221.375000 Penalty: 2786.600342
	Iteration 36Q: 3 clusters Score -1224221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -1224224.000000 Penalty: 2786.600342
	Iteration 37Q: 3 clusters Score -1224224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -1224229.500000 Penalty: 2786.600342
	Iteration 38Q: 3 clusters Score -1224230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1224231.125000 Penalty: 2786.600342
	Iteration 39Q: 3 clusters Score -1224231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -1224233.875000 Penalty: 2786.600342
	Iteration 40F: 3 clusters Score -1224234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -1224235.750000 Penalty: 2786.600342
	Iteration 41Q: 3 clusters Score -1224236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -1224239.000000 Penalty: 2786.600342
	Iteration 42Q: 3 clusters Score -1224239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1224242.500000 Penalty: 2786.600342
	Iteration 43Q: 3 clusters Score -1224242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1224243.125000 Penalty: 2786.600342
	Iteration 44Q: 3 clusters Score -1224243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1224248.250000 Penalty: 2786.600342
	Iteration 45Q: 3 clusters Score -1224248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1224248.375000 Penalty: 2786.600342
	Iteration 46Q: 3 clusters Score -1224248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -1224251.625000 Penalty: 2786.600342
	Iteration 47Q: 3 clusters Score -1224252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1224253.000000 Penalty: 2786.600342
	Iteration 48Q: 3 clusters Score -1224253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1224252.875000 Penalty: 2786.600342
	Iteration 49Q: 3 clusters Score -1224253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1224255.250000 Penalty: 2786.600342
	Iteration 50Q: 3 clusters Score -1224255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -1224256.500000 Penalty: 2786.600342
	Iteration 51Q: 3 clusters Score -1224256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -1224266.125000 Penalty: 2786.600342
	Iteration 52Q: 3 clusters Score -1224266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -1224267.125000 Penalty: 2786.600342
	Iteration 53Q: 3 clusters Score -1224267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1224270.750000 Penalty: 2786.600342
	Iteration 54Q: 3 clusters Score -1224271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1224277.500000 Penalty: 2786.600342
	Iteration 55Q: 3 clusters Score -1224278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1224278.000000 Penalty: 2786.600342
	Iteration 56Q: 3 clusters Score -1224278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1224278.250000 Penalty: 2786.600342
	Iteration 57Q: 3 clusters Score -1224278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1224279.125000 Penalty: 2786.600342
	Iteration 58Q: 3 clusters Score -1224279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -1224278.625000 Penalty: 2786.600342
	Iteration 59Q: 3 clusters Score -1224279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -1224281.750000 Penalty: 2786.600342
	Iteration 60F: 3 clusters Score -1224282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Entering Unmasked Estep 
Score: -20963.353516 Penalty: 827.429443
	Iteration 0F: 2 clusters Score -20963.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -20468.964844 Penalty: 1654.858887
	Iteration 0F: 3 clusters Score -20468.96 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -20620.228516 Penalty: 1654.858887
	Iteration 1F: 3 clusters Score -20620.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -20657.169922 Penalty: 1654.858887
	Iteration 2Q: 3 clusters Score -20657.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -20679.595703 Penalty: 1654.858887
	Iteration 3Q: 3 clusters Score -20679.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -20698.466797 Penalty: 1654.858887
	Iteration 4Q: 3 clusters Score -20698.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -20705.529297 Penalty: 1654.858887
	Iteration 5Q: 3 clusters Score -20705.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -20705.529297 Penalty: 1654.858887
	Iteration 6F: 3 clusters Score -20705.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (4040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Entering Unmasked Estep 
Score: -373975.000000 Penalty: 1235.635254
	Iteration 0F: 2 clusters Score -373975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -370936.750000 Penalty: 2471.270508
	Iteration 0F: 3 clusters Score -370936.8 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -371848.843750 Penalty: 2471.270508
	Iteration 1F: 3 clusters Score -371848.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -372016.218750 Penalty: 2471.270508
	Iteration 2F: 3 clusters Score -372016.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -372121.125000 Penalty: 2471.270508
	Iteration 3Q: 3 clusters Score -372121.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -372189.750000 Penalty: 2471.270508
	Iteration 4Q: 3 clusters Score -372189.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -372238.812500 Penalty: 2471.270508
	Iteration 5Q: 3 clusters Score -372238.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -372281.250000 Penalty: 2471.270508
	Iteration 6Q: 3 clusters Score -372281.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -372322.968750 Penalty: 2471.270508
	Iteration 7Q: 3 clusters Score -372323 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -372358.406250 Penalty: 2471.270508
	Iteration 8Q: 3 clusters Score -372358.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -372389.250000 Penalty: 2471.270508
	Iteration 9Q: 3 clusters Score -372389.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -372416.531250 Penalty: 2471.270508
	Iteration 10Q: 3 clusters Score -372416.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -372446.750000 Penalty: 2471.270508
	Iteration 11Q: 3 clusters Score -372446.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -372468.593750 Penalty: 2471.270508
	Iteration 12Q: 3 clusters Score -372468.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -372486.562500 Penalty: 2471.270508
	Iteration 13Q: 3 clusters Score -372486.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -372501.781250 Penalty: 2471.270508
	Iteration 14Q: 3 clusters Score -372501.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -372515.218750 Penalty: 2471.270508
	Iteration 15Q: 3 clusters Score -372515.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -372537.687500 Penalty: 2471.270508
	Iteration 16Q: 3 clusters Score -372537.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -372553.500000 Penalty: 2471.270508
	Iteration 17Q: 3 clusters Score -372553.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -372575.375000 Penalty: 2471.270508
	Iteration 18Q: 3 clusters Score -372575.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -372608.437500 Penalty: 2471.270508
	Iteration 19Q: 3 clusters Score -372608.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -372637.250000 Penalty: 2471.270508
	Iteration 20F: 3 clusters Score -372637.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -372666.312500 Penalty: 2471.270508
	Iteration 21Q: 3 clusters Score -372666.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -372692.656250 Penalty: 2471.270508
	Iteration 22Q: 3 clusters Score -372692.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -372720.812500 Penalty: 2471.270508
	Iteration 23Q: 3 clusters Score -372720.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -372756.156250 Penalty: 2471.270508
	Iteration 24Q: 3 clusters Score -372756.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -372792.062500 Penalty: 2471.270508
	Iteration 25Q: 3 clusters Score -372792.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -372815.218750 Penalty: 2471.270508
	Iteration 26Q: 3 clusters Score -372815.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -372832.781250 Penalty: 2471.270508
	Iteration 27Q: 3 clusters Score -372832.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -372851.687500 Penalty: 2471.270508
	Iteration 28Q: 3 clusters Score -372851.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -372875.343750 Penalty: 2471.270508
	Iteration 29Q: 3 clusters Score -372875.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -372903.281250 Penalty: 2471.270508
	Iteration 30Q: 3 clusters Score -372903.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -372927.656250 Penalty: 2471.270508
	Iteration 31Q: 3 clusters Score -372927.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -372962.562500 Penalty: 2471.270508
	Iteration 32Q: 3 clusters Score -372962.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -373000.687500 Penalty: 2471.270508
	Iteration 33Q: 3 clusters Score -373000.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -373024.250000 Penalty: 2471.270508
	Iteration 34Q: 3 clusters Score -373024.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -373043.750000 Penalty: 2471.270508
	Iteration 35Q: 3 clusters Score -373043.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -373064.656250 Penalty: 2471.270508
	Iteration 36Q: 3 clusters Score -373064.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -373079.218750 Penalty: 2471.270508
	Iteration 37Q: 3 clusters Score -373079.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -373093.562500 Penalty: 2471.270508
	Iteration 38Q: 3 clusters Score -373093.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -373108.593750 Penalty: 2471.270508
	Iteration 39Q: 3 clusters Score -373108.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -373122.937500 Penalty: 2471.270508
	Iteration 40F: 3 clusters Score -373122.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -373135.781250 Penalty: 2471.270508
	Iteration 41Q: 3 clusters Score -373135.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -373146.375000 Penalty: 2471.270508
	Iteration 42Q: 3 clusters Score -373146.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -373160.750000 Penalty: 2471.270508
	Iteration 43Q: 3 clusters Score -373160.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -373176.937500 Penalty: 2471.270508
	Iteration 44Q: 3 clusters Score -373176.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -373188.656250 Penalty: 2471.270508
	Iteration 45Q: 3 clusters Score -373188.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -373201.312500 Penalty: 2471.270508
	Iteration 46Q: 3 clusters Score -373201.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -373216.906250 Penalty: 2471.270508
	Iteration 47Q: 3 clusters Score -373216.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -373232.437500 Penalty: 2471.270508
	Iteration 48Q: 3 clusters Score -373232.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -373240.156250 Penalty: 2471.270508
	Iteration 49Q: 3 clusters Score -373240.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -373246.031250 Penalty: 2471.270508
	Iteration 50Q: 3 clusters Score -373246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -373254.687500 Penalty: 2471.270508
	Iteration 51Q: 3 clusters Score -373254.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -373262.687500 Penalty: 2471.270508
	Iteration 52Q: 3 clusters Score -373262.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -373271.406250 Penalty: 2471.270508
	Iteration 53Q: 3 clusters Score -373271.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -373276.687500 Penalty: 2471.270508
	Iteration 54Q: 3 clusters Score -373276.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -373279.093750 Penalty: 2471.270508
	Iteration 55Q: 3 clusters Score -373279.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -373279.468750 Penalty: 2471.270508
	Iteration 56Q: 3 clusters Score -373279.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -373280.812500 Penalty: 2471.270508
	Iteration 57Q: 3 clusters Score -373280.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -373281.968750 Penalty: 2471.270508
	Iteration 58Q: 3 clusters Score -373282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -373281.968750 Penalty: 2471.270508
	Iteration 59F: 3 clusters Score -373282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (7235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Entering Unmasked Estep 
Score: -753200.562500 Penalty: 1322.338867
	Iteration 0F: 2 clusters Score -753200.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -748231.875000 Penalty: 2644.677734
	Iteration 0F: 3 clusters Score -748231.9 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -749766.000000 Penalty: 2644.677734
	Iteration 1F: 3 clusters Score -749766 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -750015.187500 Penalty: 2644.677734
	Iteration 2F: 3 clusters Score -750015.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -750198.937500 Penalty: 2644.677734
	Iteration 3Q: 3 clusters Score -750198.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -750364.187500 Penalty: 2644.677734
	Iteration 4Q: 3 clusters Score -750364.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -750549.500000 Penalty: 2644.677734
	Iteration 5Q: 3 clusters Score -750549.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -750720.812500 Penalty: 2644.677734
	Iteration 6Q: 3 clusters Score -750720.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -750890.812500 Penalty: 2644.677734
	Iteration 7Q: 3 clusters Score -750890.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -751052.687500 Penalty: 2644.677734
	Iteration 8Q: 3 clusters Score -751052.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -751200.312500 Penalty: 2644.677734
	Iteration 9Q: 3 clusters Score -751200.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -751310.250000 Penalty: 2644.677734
	Iteration 10Q: 3 clusters Score -751310.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -751401.062500 Penalty: 2644.677734
	Iteration 11Q: 3 clusters Score -751401.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -751490.187500 Penalty: 2644.677734
	Iteration 12Q: 3 clusters Score -751490.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -751567.500000 Penalty: 2644.677734
	Iteration 13Q: 3 clusters Score -751567.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -751631.562500 Penalty: 2644.677734
	Iteration 14Q: 3 clusters Score -751631.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -751680.250000 Penalty: 2644.677734
	Iteration 15Q: 3 clusters Score -751680.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -751725.625000 Penalty: 2644.677734
	Iteration 16Q: 3 clusters Score -751725.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -751768.750000 Penalty: 2644.677734
	Iteration 17Q: 3 clusters Score -751768.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -751807.062500 Penalty: 2644.677734
	Iteration 18Q: 3 clusters Score -751807.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -751834.687500 Penalty: 2644.677734
	Iteration 19Q: 3 clusters Score -751834.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -751862.687500 Penalty: 2644.677734
	Iteration 20F: 3 clusters Score -751862.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -751892.625000 Penalty: 2644.677734
	Iteration 21Q: 3 clusters Score -751892.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -751920.312500 Penalty: 2644.677734
	Iteration 22Q: 3 clusters Score -751920.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -751949.062500 Penalty: 2644.677734
	Iteration 23Q: 3 clusters Score -751949.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -751969.500000 Penalty: 2644.677734
	Iteration 24Q: 3 clusters Score -751969.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -751989.812500 Penalty: 2644.677734
	Iteration 25Q: 3 clusters Score -751989.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -752002.812500 Penalty: 2644.677734
	Iteration 26Q: 3 clusters Score -752002.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -752014.875000 Penalty: 2644.677734
	Iteration 27Q: 3 clusters Score -752014.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -752023.250000 Penalty: 2644.677734
	Iteration 28Q: 3 clusters Score -752023.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -752035.875000 Penalty: 2644.677734
	Iteration 29Q: 3 clusters Score -752035.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -752049.750000 Penalty: 2644.677734
	Iteration 30Q: 3 clusters Score -752049.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -752057.437500 Penalty: 2644.677734
	Iteration 31Q: 3 clusters Score -752057.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -752069.750000 Penalty: 2644.677734
	Iteration 32Q: 3 clusters Score -752069.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -752078.875000 Penalty: 2644.677734
	Iteration 33Q: 3 clusters Score -752078.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -752083.125000 Penalty: 2644.677734
	Iteration 34Q: 3 clusters Score -752083.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -752087.250000 Penalty: 2644.677734
	Iteration 35Q: 3 clusters Score -752087.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -752092.750000 Penalty: 2644.677734
	Iteration 36Q: 3 clusters Score -752092.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -752096.437500 Penalty: 2644.677734
	Iteration 37Q: 3 clusters Score -752096.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -752101.312500 Penalty: 2644.677734
	Iteration 38Q: 3 clusters Score -752101.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -752103.312500 Penalty: 2644.677734
	Iteration 39Q: 3 clusters Score -752103.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -752105.875000 Penalty: 2644.677734
	Iteration 40F: 3 clusters Score -752105.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -752109.937500 Penalty: 2644.677734
	Iteration 41Q: 3 clusters Score -752109.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -752116.437500 Penalty: 2644.677734
	Iteration 42Q: 3 clusters Score -752116.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -752118.687500 Penalty: 2644.677734
	Iteration 43Q: 3 clusters Score -752118.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -752120.187500 Penalty: 2644.677734
	Iteration 44Q: 3 clusters Score -752120.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -752121.375000 Penalty: 2644.677734
	Iteration 45Q: 3 clusters Score -752121.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -752123.437500 Penalty: 2644.677734
	Iteration 46Q: 3 clusters Score -752123.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -752126.437500 Penalty: 2644.677734
	Iteration 47Q: 3 clusters Score -752126.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -752128.812500 Penalty: 2644.677734
	Iteration 48Q: 3 clusters Score -752128.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -752129.625000 Penalty: 2644.677734
	Iteration 49Q: 3 clusters Score -752129.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -752131.250000 Penalty: 2644.677734
	Iteration 50Q: 3 clusters Score -752131.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -752136.187500 Penalty: 2644.677734
	Iteration 51Q: 3 clusters Score -752136.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -752140.562500 Penalty: 2644.677734
	Iteration 52Q: 3 clusters Score -752140.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -752141.750000 Penalty: 2644.677734
	Iteration 53Q: 3 clusters Score -752141.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -752141.500000 Penalty: 2644.677734
	Iteration 54Q: 3 clusters Score -752141.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -752142.687500 Penalty: 2644.677734
	Iteration 55Q: 3 clusters Score -752142.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -752144.062500 Penalty: 2644.677734
	Iteration 56Q: 3 clusters Score -752144.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -752147.500000 Penalty: 2644.677734
	Iteration 57Q: 3 clusters Score -752147.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -752151.187500 Penalty: 2644.677734
	Iteration 58Q: 3 clusters Score -752151.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -752153.375000 Penalty: 2644.677734
	Iteration 59Q: 3 clusters Score -752153.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -752154.125000 Penalty: 2644.677734
	Iteration 60F: 3 clusters Score -752154.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -752152.625000 Penalty: 2644.677734
	Iteration 61Q: 3 clusters Score -752152.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -752152.625000 Penalty: 2644.677734
	Iteration 62F: 3 clusters Score -752152.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Entering Unmasked Estep 
Score: -87960.968750 Penalty: 1005.949707
	Iteration 0F: 2 clusters Score -87960.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -86802.476562 Penalty: 2011.899414
	Iteration 0F: 3 clusters Score -86802.48 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -87075.132812 Penalty: 2011.899414
	Iteration 1F: 3 clusters Score -87075.13 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -87144.992188 Penalty: 2011.899414
	Iteration 2F: 3 clusters Score -87144.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -87170.812500 Penalty: 2011.899414
	Iteration 3Q: 3 clusters Score -87170.81 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -87193.664062 Penalty: 2011.899414
	Iteration 4Q: 3 clusters Score -87193.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -87202.546875 Penalty: 2011.899414
	Iteration 5Q: 3 clusters Score -87202.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -87212.648438 Penalty: 2011.899414
	Iteration 6Q: 3 clusters Score -87212.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -87220.523438 Penalty: 2011.899414
	Iteration 7Q: 3 clusters Score -87220.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -87238.546875 Penalty: 2011.899414
	Iteration 8Q: 3 clusters Score -87238.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -87251.820312 Penalty: 2011.899414
	Iteration 9Q: 3 clusters Score -87251.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -87259.953125 Penalty: 2011.899414
	Iteration 10Q: 3 clusters Score -87259.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -87263.250000 Penalty: 2011.899414
	Iteration 11Q: 3 clusters Score -87263.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -87263.250000 Penalty: 2011.899414
	Iteration 12F: 3 clusters Score -87263.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55864 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49685 members 
Mstep: Class 4 contains 10518 members 
Mstep: Class 5 contains 110303 members 
Mstep: Class 6 contains 37668 members 
Mstep: Class 7 contains 37160 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 10378 members 
Mstep: Class 10 contains 12011 members 
Mstep: Class 11 contains 7130 members 
Mstep: Class 12 contains 24331 members 
Mstep: Class 13 contains 4011 members 
Mstep: Class 14 contains 4402 members 
Mstep: Class 15 contains 2854 members 
Mstep: Class 16 contains 37954 members 
Mstep: Class 17 contains 35061 members 
Mstep: Class 18 contains 11033 members 
Mstep: Class 19 contains 7372 members 
Mstep: Class 20 contains 1424 members 
Mstep: Class 21 contains 36764 members 
Mstep: Class 22 contains 5590 members 
Mstep: Class 23 contains 4449 members 
Mstep: Class 24 contains 6427 members 
Mstep: Class 25 contains 14705 members 
Mstep: Class 26 contains 3672 members 
Mstep: Class 27 contains 18522 members 
Mstep: Class 28 contains 9039 members 
Mstep: Class 29 contains 11051 members 
Mstep: Class 30 contains 16110 members 
Mstep: Class 31 contains 5024 members 
Mstep: Class 32 contains 106242 members 
Mstep: Class 33 contains 18706 members 
Mstep: Class 34 contains 8890 members 
Mstep: Class 35 contains 36522 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 37565 members 
Mstep: Class 38 contains 14877 members 
Mstep: Class 39 contains 17590 members 
Mstep: Class 40 contains 5525 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8267 members 
Mstep: Class 43 contains 15078 members 
Mstep: Class 44 contains 4600 members 
Mstep: Class 45 contains 2203 members 
Mstep: Class 46 contains 1746 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 260 members 
Mstep: Class 49 contains 4040 members 
Mstep: Class 50 contains 7235 members 
Mstep: Class 51 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135640.000000 Penalty: 104041.984375
Iteration 279Q: 52 clusters Score -8.813564e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55864 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49685 members 
Mstep: Class 4 contains 10518 members 
Mstep: Class 5 contains 110300 members 
Mstep: Class 6 contains 37665 members 
Mstep: Class 7 contains 37165 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 10378 members 
Mstep: Class 10 contains 12011 members 
Mstep: Class 11 contains 7132 members 
Mstep: Class 12 contains 24332 members 
Mstep: Class 13 contains 4011 members 
Mstep: Class 14 contains 4398 members 
Mstep: Class 15 contains 2854 members 
Mstep: Class 16 contains 37954 members 
Mstep: Class 17 contains 35061 members 
Mstep: Class 18 contains 11032 members 
Mstep: Class 19 contains 7373 members 
Mstep: Class 20 contains 1424 members 
Mstep: Class 21 contains 36764 members 
Mstep: Class 22 contains 5589 members 
Mstep: Class 23 contains 4450 members 
Mstep: Class 24 contains 6427 members 
Mstep: Class 25 contains 14705 members 
Mstep: Class 26 contains 3672 members 
Mstep: Class 27 contains 18520 members 
Mstep: Class 28 contains 9038 members 
Mstep: Class 29 contains 11038 members 
Mstep: Class 30 contains 16110 members 
Mstep: Class 31 contains 5024 members 
Mstep: Class 32 contains 106240 members 
Mstep: Class 33 contains 18720 members 
Mstep: Class 34 contains 8891 members 
Mstep: Class 35 contains 36522 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 37565 members 
Mstep: Class 38 contains 14877 members 
Mstep: Class 39 contains 17590 members 
Mstep: Class 40 contains 5525 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8269 members 
Mstep: Class 43 contains 15078 members 
Mstep: Class 44 contains 4600 members 
Mstep: Class 45 contains 2203 members 
Mstep: Class 46 contains 1744 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 260 members 
Mstep: Class 49 contains 4040 members 
Mstep: Class 50 contains 7240 members 
Mstep: Class 51 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135704.000000 Penalty: 104041.984375
Iteration 280F: 52 clusters Score -8.81357e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55862 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49685 members 
Mstep: Class 4 contains 10518 members 
Mstep: Class 5 contains 110293 members 
Mstep: Class 6 contains 37664 members 
Mstep: Class 7 contains 37167 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 10377 members 
Mstep: Class 10 contains 12009 members 
Mstep: Class 11 contains 7133 members 
Mstep: Class 12 contains 24330 members 
Mstep: Class 13 contains 4011 members 
Mstep: Class 14 contains 4398 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 16 contains 37954 members 
Mstep: Class 17 contains 35061 members 
Mstep: Class 18 contains 11031 members 
Mstep: Class 19 contains 7374 members 
Mstep: Class 20 contains 1424 members 
Mstep: Class 21 contains 36764 members 
Mstep: Class 22 contains 5590 members 
Mstep: Class 23 contains 4451 members 
Mstep: Class 24 contains 6427 members 
Mstep: Class 25 contains 14705 members 
Mstep: Class 26 contains 3672 members 
Mstep: Class 27 contains 18521 members 
Mstep: Class 28 contains 9036 members 
Mstep: Class 29 contains 11026 members 
Mstep: Class 30 contains 16110 members 
Mstep: Class 31 contains 5024 members 
Mstep: Class 32 contains 106238 members 
Mstep: Class 33 contains 18729 members 
Mstep: Class 34 contains 8891 members 
Mstep: Class 35 contains 36524 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 37565 members 
Mstep: Class 38 contains 14878 members 
Mstep: Class 39 contains 17590 members 
Mstep: Class 40 contains 5528 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8274 members 
Mstep: Class 43 contains 15077 members 
Mstep: Class 44 contains 4600 members 
Mstep: Class 45 contains 2203 members 
Mstep: Class 46 contains 1744 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 262 members 
Mstep: Class 49 contains 4040 members 
Mstep: Class 50 contains 7245 members 
Mstep: Class 51 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135656.000000 Penalty: 104041.984375
Iteration 281Q: 52 clusters Score -8.813566e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55859 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49685 members 
Mstep: Class 4 contains 10518 members 
Mstep: Class 5 contains 110289 members 
Mstep: Class 6 contains 37662 members 
Mstep: Class 7 contains 37170 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 10377 members 
Mstep: Class 10 contains 12006 members 
Mstep: Class 11 contains 7133 members 
Mstep: Class 12 contains 24329 members 
Mstep: Class 13 contains 4011 members 
Mstep: Class 14 contains 4398 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 16 contains 37954 members 
Mstep: Class 17 contains 35060 members 
Mstep: Class 18 contains 11032 members 
Mstep: Class 19 contains 7376 members 
Mstep: Class 20 contains 1424 members 
Mstep: Class 21 contains 36765 members 
Mstep: Class 22 contains 5591 members 
Mstep: Class 23 contains 4452 members 
Mstep: Class 24 contains 6427 members 
Mstep: Class 25 contains 14705 members 
Mstep: Class 26 contains 3672 members 
Mstep: Class 27 contains 18522 members 
Mstep: Class 28 contains 9035 members 
Mstep: Class 29 contains 11014 members 
Mstep: Class 30 contains 16110 members 
Mstep: Class 31 contains 5024 members 
Mstep: Class 32 contains 106238 members 
Mstep: Class 33 contains 18736 members 
Mstep: Class 34 contains 8891 members 
Mstep: Class 35 contains 36525 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 37565 members 
Mstep: Class 38 contains 14878 members 
Mstep: Class 39 contains 17590 members 
Mstep: Class 40 contains 5532 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8272 members 
Mstep: Class 43 contains 15077 members 
Mstep: Class 44 contains 4600 members 
Mstep: Class 45 contains 2203 members 
Mstep: Class 46 contains 1746 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 260 members 
Mstep: Class 49 contains 4040 members 
Mstep: Class 50 contains 7252 members 
Mstep: Class 51 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135744.000000 Penalty: 104041.984375
Iteration 282Q: 52 clusters Score -8.813574e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55860 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49685 members 
Mstep: Class 4 contains 10518 members 
Mstep: Class 5 contains 110285 members 
Mstep: Class 6 contains 37663 members 
Mstep: Class 7 contains 37172 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 10377 members 
Mstep: Class 10 contains 12003 members 
Mstep: Class 11 contains 7133 members 
Mstep: Class 12 contains 24330 members 
Mstep: Class 13 contains 4011 members 
Mstep: Class 14 contains 4397 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 16 contains 37955 members 
Mstep: Class 17 contains 35059 members 
Mstep: Class 18 contains 11032 members 
Mstep: Class 19 contains 7377 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 36766 members 
Mstep: Class 22 contains 5590 members 
Mstep: Class 23 contains 4451 members 
Mstep: Class 24 contains 6427 members 
Mstep: Class 25 contains 14705 members 
Mstep: Class 26 contains 3672 members 
Mstep: Class 27 contains 18523 members 
Mstep: Class 28 contains 9035 members 
Mstep: Class 29 contains 11006 members 
Mstep: Class 30 contains 16111 members 
Mstep: Class 31 contains 5024 members 
Mstep: Class 32 contains 106235 members 
Mstep: Class 33 contains 18741 members 
Mstep: Class 34 contains 8891 members 
Mstep: Class 35 contains 36525 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 37565 members 
Mstep: Class 38 contains 14878 members 
Mstep: Class 39 contains 17590 members 
Mstep: Class 40 contains 5535 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8271 members 
Mstep: Class 43 contains 15077 members 
Mstep: Class 44 contains 4600 members 
Mstep: Class 45 contains 2203 members 
Mstep: Class 46 contains 1746 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 258 members 
Mstep: Class 49 contains 4040 members 
Mstep: Class 50 contains 7258 members 
Mstep: Class 51 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135728.000000 Penalty: 104041.984375
Iteration 283Q: 52 clusters Score -8.813573e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55860 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49685 members 
Mstep: Class 4 contains 10518 members 
Mstep: Class 5 contains 110283 members 
Mstep: Class 6 contains 37664 members 
Mstep: Class 7 contains 37177 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 10377 members 
Mstep: Class 10 contains 11998 members 
Mstep: Class 11 contains 7133 members 
Mstep: Class 12 contains 24330 members 
Mstep: Class 13 contains 4011 members 
Mstep: Class 14 contains 4396 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 16 contains 37955 members 
Mstep: Class 17 contains 35059 members 
Mstep: Class 18 contains 11032 members 
Mstep: Class 19 contains 7377 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 36766 members 
Mstep: Class 22 contains 5589 members 
Mstep: Class 23 contains 4451 members 
Mstep: Class 24 contains 6427 members 
Mstep: Class 25 contains 14705 members 
Mstep: Class 26 contains 3672 members 
Mstep: Class 27 contains 18522 members 
Mstep: Class 28 contains 9033 members 
Mstep: Class 29 contains 10996 members 
Mstep: Class 30 contains 16111 members 
Mstep: Class 31 contains 5024 members 
Mstep: Class 32 contains 106235 members 
Mstep: Class 33 contains 18748 members 
Mstep: Class 34 contains 8891 members 
Mstep: Class 35 contains 36525 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 37565 members 
Mstep: Class 38 contains 14878 members 
Mstep: Class 39 contains 17591 members 
Mstep: Class 40 contains 5540 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8272 members 
Mstep: Class 43 contains 15077 members 
Mstep: Class 44 contains 4600 members 
Mstep: Class 45 contains 2203 members 
Mstep: Class 46 contains 1745 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 4040 members 
Mstep: Class 50 contains 7263 members 
Mstep: Class 51 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135624.000000 Penalty: 104041.984375
Iteration 284Q: 52 clusters Score -8.813562e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55859 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49683 members 
Mstep: Class 4 contains 10518 members 
Mstep: Class 5 contains 110278 members 
Mstep: Class 6 contains 37664 members 
Mstep: Class 7 contains 37179 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 10377 members 
Mstep: Class 10 contains 11994 members 
Mstep: Class 11 contains 7133 members 
Mstep: Class 12 contains 24329 members 
Mstep: Class 13 contains 4011 members 
Mstep: Class 14 contains 4397 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 16 contains 37955 members 
Mstep: Class 17 contains 35059 members 
Mstep: Class 18 contains 11032 members 
Mstep: Class 19 contains 7377 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 36767 members 
Mstep: Class 22 contains 5588 members 
Mstep: Class 23 contains 4452 members 
Mstep: Class 24 contains 6427 members 
Mstep: Class 25 contains 14705 members 
Mstep: Class 26 contains 3672 members 
Mstep: Class 27 contains 18522 members 
Mstep: Class 28 contains 9032 members 
Mstep: Class 29 contains 10985 members 
Mstep: Class 30 contains 16111 members 
Mstep: Class 31 contains 5024 members 
Mstep: Class 32 contains 106235 members 
Mstep: Class 33 contains 18760 members 
Mstep: Class 34 contains 8891 members 
Mstep: Class 35 contains 36525 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 37565 members 
Mstep: Class 38 contains 14878 members 
Mstep: Class 39 contains 17591 members 
Mstep: Class 40 contains 5546 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8272 members 
Mstep: Class 43 contains 15077 members 
Mstep: Class 44 contains 4600 members 
Mstep: Class 45 contains 2203 members 
Mstep: Class 46 contains 1745 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 4041 members 
Mstep: Class 50 contains 7265 members 
Mstep: Class 51 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135720.000000 Penalty: 104041.984375
Iteration 285Q: 52 clusters Score -8.813572e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55858 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49683 members 
Mstep: Class 4 contains 10518 members 
Mstep: Class 5 contains 110270 members 
Mstep: Class 6 contains 37663 members 
Mstep: Class 7 contains 37185 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 10377 members 
Mstep: Class 10 contains 11993 members 
Mstep: Class 11 contains 7133 members 
Mstep: Class 12 contains 24327 members 
Mstep: Class 13 contains 4011 members 
Mstep: Class 14 contains 4396 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 16 contains 37955 members 
Mstep: Class 17 contains 35059 members 
Mstep: Class 18 contains 11032 members 
Mstep: Class 19 contains 7377 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 36768 members 
Mstep: Class 22 contains 5588 members 
Mstep: Class 23 contains 4451 members 
Mstep: Class 24 contains 6427 members 
Mstep: Class 25 contains 14705 members 
Mstep: Class 26 contains 3672 members 
Mstep: Class 27 contains 18523 members 
Mstep: Class 28 contains 9033 members 
Mstep: Class 29 contains 10970 members 
Mstep: Class 30 contains 16111 members 
Mstep: Class 31 contains 5024 members 
Mstep: Class 32 contains 106234 members 
Mstep: Class 33 contains 18773 members 
Mstep: Class 34 contains 8891 members 
Mstep: Class 35 contains 36526 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 37565 members 
Mstep: Class 38 contains 14878 members 
Mstep: Class 39 contains 17591 members 
Mstep: Class 40 contains 5549 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8272 members 
Mstep: Class 43 contains 15077 members 
Mstep: Class 44 contains 4600 members 
Mstep: Class 45 contains 2203 members 
Mstep: Class 46 contains 1745 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 4041 members 
Mstep: Class 50 contains 7270 members 
Mstep: Class 51 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135688.000000 Penalty: 104041.984375
Iteration 286Q: 52 clusters Score -8.813569e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55858 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49683 members 
Mstep: Class 4 contains 10518 members 
Mstep: Class 5 contains 110271 members 
Mstep: Class 6 contains 37663 members 
Mstep: Class 7 contains 37182 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 10377 members 
Mstep: Class 10 contains 11987 members 
Mstep: Class 11 contains 7133 members 
Mstep: Class 12 contains 24327 members 
Mstep: Class 13 contains 4011 members 
Mstep: Class 14 contains 4396 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 16 contains 37955 members 
Mstep: Class 17 contains 35059 members 
Mstep: Class 18 contains 11032 members 
Mstep: Class 19 contains 7376 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 36768 members 
Mstep: Class 22 contains 5588 members 
Mstep: Class 23 contains 4452 members 
Mstep: Class 24 contains 6427 members 
Mstep: Class 25 contains 14705 members 
Mstep: Class 26 contains 3672 members 
Mstep: Class 27 contains 18522 members 
Mstep: Class 28 contains 9033 members 
Mstep: Class 29 contains 10955 members 
Mstep: Class 30 contains 16111 members 
Mstep: Class 31 contains 5024 members 
Mstep: Class 32 contains 106235 members 
Mstep: Class 33 contains 18789 members 
Mstep: Class 34 contains 8891 members 
Mstep: Class 35 contains 36527 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 37565 members 
Mstep: Class 38 contains 14878 members 
Mstep: Class 39 contains 17591 members 
Mstep: Class 40 contains 5552 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8272 members 
Mstep: Class 43 contains 15077 members 
Mstep: Class 44 contains 4600 members 
Mstep: Class 45 contains 2203 members 
Mstep: Class 46 contains 1745 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 4041 members 
Mstep: Class 50 contains 7273 members 
Mstep: Class 51 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135664.000000 Penalty: 104041.984375
Iteration 287Q: 52 clusters Score -8.813566e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55858 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49683 members 
Mstep: Class 4 contains 10518 members 
Mstep: Class 5 contains 110269 members 
Mstep: Class 6 contains 37663 members 
Mstep: Class 7 contains 37181 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 10377 members 
Mstep: Class 10 contains 11986 members 
Mstep: Class 11 contains 7133 members 
Mstep: Class 12 contains 24325 members 
Mstep: Class 13 contains 4011 members 
Mstep: Class 14 contains 4395 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 16 contains 37955 members 
Mstep: Class 17 contains 35059 members 
Mstep: Class 18 contains 11032 members 
Mstep: Class 19 contains 7376 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 36769 members 
Mstep: Class 22 contains 5588 members 
Mstep: Class 23 contains 4453 members 
Mstep: Class 24 contains 6427 members 
Mstep: Class 25 contains 14704 members 
Mstep: Class 26 contains 3672 members 
Mstep: Class 27 contains 18522 members 
Mstep: Class 28 contains 9033 members 
Mstep: Class 29 contains 10941 members 
Mstep: Class 30 contains 16111 members 
Mstep: Class 31 contains 5024 members 
Mstep: Class 32 contains 106237 members 
Mstep: Class 33 contains 18802 members 
Mstep: Class 34 contains 8891 members 
Mstep: Class 35 contains 36530 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 37564 members 
Mstep: Class 38 contains 14878 members 
Mstep: Class 39 contains 17591 members 
Mstep: Class 40 contains 5554 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8272 members 
Mstep: Class 43 contains 15077 members 
Mstep: Class 44 contains 4600 members 
Mstep: Class 45 contains 2203 members 
Mstep: Class 46 contains 1745 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 4041 members 
Mstep: Class 50 contains 7274 members 
Mstep: Class 51 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135640.000000 Penalty: 104041.984375
Iteration 288Q: 52 clusters Score -8.813564e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55855 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49683 members 
Mstep: Class 4 contains 10518 members 
Mstep: Class 5 contains 110267 members 
Mstep: Class 6 contains 37663 members 
Mstep: Class 7 contains 37184 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 10377 members 
Mstep: Class 10 contains 11984 members 
Mstep: Class 11 contains 7133 members 
Mstep: Class 12 contains 24323 members 
Mstep: Class 13 contains 4011 members 
Mstep: Class 14 contains 4394 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 16 contains 37955 members 
Mstep: Class 17 contains 35059 members 
Mstep: Class 18 contains 11032 members 
Mstep: Class 19 contains 7376 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 36770 members 
Mstep: Class 22 contains 5588 members 
Mstep: Class 23 contains 4453 members 
Mstep: Class 24 contains 6427 members 
Mstep: Class 25 contains 14704 members 
Mstep: Class 26 contains 3672 members 
Mstep: Class 27 contains 18522 members 
Mstep: Class 28 contains 9033 members 
Mstep: Class 29 contains 10930 members 
Mstep: Class 30 contains 16111 members 
Mstep: Class 31 contains 5024 members 
Mstep: Class 32 contains 106238 members 
Mstep: Class 33 contains 18813 members 
Mstep: Class 34 contains 8891 members 
Mstep: Class 35 contains 36532 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 37564 members 
Mstep: Class 38 contains 14879 members 
Mstep: Class 39 contains 17591 members 
Mstep: Class 40 contains 5555 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8272 members 
Mstep: Class 43 contains 15077 members 
Mstep: Class 44 contains 4600 members 
Mstep: Class 45 contains 2203 members 
Mstep: Class 46 contains 1745 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 4041 members 
Mstep: Class 50 contains 7275 members 
Mstep: Class 51 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135720.000000 Penalty: 104041.984375
Iteration 289Q: 52 clusters Score -8.813572e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55852 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49683 members 
Mstep: Class 4 contains 10518 members 
Mstep: Class 5 contains 110266 members 
Mstep: Class 6 contains 37663 members 
Mstep: Class 7 contains 37187 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 10377 members 
Mstep: Class 10 contains 11982 members 
Mstep: Class 11 contains 7133 members 
Mstep: Class 12 contains 24322 members 
Mstep: Class 13 contains 4011 members 
Mstep: Class 14 contains 4394 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 16 contains 37954 members 
Mstep: Class 17 contains 35058 members 
Mstep: Class 18 contains 11032 members 
Mstep: Class 19 contains 7377 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 36771 members 
Mstep: Class 22 contains 5588 members 
Mstep: Class 23 contains 4453 members 
Mstep: Class 24 contains 6427 members 
Mstep: Class 25 contains 14704 members 
Mstep: Class 26 contains 3672 members 
Mstep: Class 27 contains 18522 members 
Mstep: Class 28 contains 9031 members 
Mstep: Class 29 contains 10917 members 
Mstep: Class 30 contains 16111 members 
Mstep: Class 31 contains 5024 members 
Mstep: Class 32 contains 106241 members 
Mstep: Class 33 contains 18819 members 
Mstep: Class 34 contains 8891 members 
Mstep: Class 35 contains 36534 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 37564 members 
Mstep: Class 38 contains 14879 members 
Mstep: Class 39 contains 17591 members 
Mstep: Class 40 contains 5557 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8272 members 
Mstep: Class 43 contains 15077 members 
Mstep: Class 44 contains 4600 members 
Mstep: Class 45 contains 2203 members 
Mstep: Class 46 contains 1745 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 4041 members 
Mstep: Class 50 contains 7281 members 
Mstep: Class 51 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135728.000000 Penalty: 104041.984375
Iteration 290Q: 52 clusters Score -8.813573e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55852 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49683 members 
Mstep: Class 4 contains 10518 members 
Mstep: Class 5 contains 110266 members 
Mstep: Class 6 contains 37663 members 
Mstep: Class 7 contains 37193 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 10377 members 
Mstep: Class 10 contains 11981 members 
Mstep: Class 11 contains 7133 members 
Mstep: Class 12 contains 24321 members 
Mstep: Class 13 contains 4011 members 
Mstep: Class 14 contains 4393 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 16 contains 37953 members 
Mstep: Class 17 contains 35058 members 
Mstep: Class 18 contains 11032 members 
Mstep: Class 19 contains 7377 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 36772 members 
Mstep: Class 22 contains 5588 members 
Mstep: Class 23 contains 4453 members 
Mstep: Class 24 contains 6427 members 
Mstep: Class 25 contains 14704 members 
Mstep: Class 26 contains 3672 members 
Mstep: Class 27 contains 18522 members 
Mstep: Class 28 contains 9030 members 
Mstep: Class 29 contains 10902 members 
Mstep: Class 30 contains 16111 members 
Mstep: Class 31 contains 5024 members 
Mstep: Class 32 contains 106239 members 
Mstep: Class 33 contains 18825 members 
Mstep: Class 34 contains 8891 members 
Mstep: Class 35 contains 36534 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 37564 members 
Mstep: Class 38 contains 14879 members 
Mstep: Class 39 contains 17591 members 
Mstep: Class 40 contains 5559 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8272 members 
Mstep: Class 43 contains 15077 members 
Mstep: Class 44 contains 4601 members 
Mstep: Class 45 contains 2203 members 
Mstep: Class 46 contains 1745 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 4041 members 
Mstep: Class 50 contains 7287 members 
Mstep: Class 51 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135648.000000 Penalty: 104041.984375
Iteration 291Q: 52 clusters Score -8.813565e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55851 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49683 members 
Mstep: Class 4 contains 10518 members 
Mstep: Class 5 contains 110267 members 
Mstep: Class 6 contains 37663 members 
Mstep: Class 7 contains 37201 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 10377 members 
Mstep: Class 10 contains 11980 members 
Mstep: Class 11 contains 7133 members 
Mstep: Class 12 contains 24321 members 
Mstep: Class 13 contains 4011 members 
Mstep: Class 14 contains 4393 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 16 contains 37953 members 
Mstep: Class 17 contains 35058 members 
Mstep: Class 18 contains 11032 members 
Mstep: Class 19 contains 7377 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 36772 members 
Mstep: Class 22 contains 5588 members 
Mstep: Class 23 contains 4453 members 
Mstep: Class 24 contains 6427 members 
Mstep: Class 25 contains 14702 members 
Mstep: Class 26 contains 3672 members 
Mstep: Class 27 contains 18521 members 
Mstep: Class 28 contains 9032 members 
Mstep: Class 29 contains 10891 members 
Mstep: Class 30 contains 16111 members 
Mstep: Class 31 contains 5024 members 
Mstep: Class 32 contains 106237 members 
Mstep: Class 33 contains 18830 members 
Mstep: Class 34 contains 8891 members 
Mstep: Class 35 contains 36536 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 37564 members 
Mstep: Class 38 contains 14878 members 
Mstep: Class 39 contains 17591 members 
Mstep: Class 40 contains 5559 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8272 members 
Mstep: Class 43 contains 15077 members 
Mstep: Class 44 contains 4601 members 
Mstep: Class 45 contains 2203 members 
Mstep: Class 46 contains 1745 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 4041 members 
Mstep: Class 50 contains 7288 members 
Mstep: Class 51 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135624.000000 Penalty: 104041.984375
Iteration 292Q: 52 clusters Score -8.813562e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55851 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49685 members 
Mstep: Class 4 contains 10518 members 
Mstep: Class 5 contains 110267 members 
Mstep: Class 6 contains 37662 members 
Mstep: Class 7 contains 37203 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 10377 members 
Mstep: Class 10 contains 11980 members 
Mstep: Class 11 contains 7133 members 
Mstep: Class 12 contains 24320 members 
Mstep: Class 13 contains 4011 members 
Mstep: Class 14 contains 4393 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 16 contains 37952 members 
Mstep: Class 17 contains 35058 members 
Mstep: Class 18 contains 11032 members 
Mstep: Class 19 contains 7377 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 36772 members 
Mstep: Class 22 contains 5588 members 
Mstep: Class 23 contains 4453 members 
Mstep: Class 24 contains 6427 members 
Mstep: Class 25 contains 14703 members 
Mstep: Class 26 contains 3672 members 
Mstep: Class 27 contains 18522 members 
Mstep: Class 28 contains 9031 members 
Mstep: Class 29 contains 10880 members 
Mstep: Class 30 contains 16111 members 
Mstep: Class 31 contains 5024 members 
Mstep: Class 32 contains 106236 members 
Mstep: Class 33 contains 18836 members 
Mstep: Class 34 contains 8891 members 
Mstep: Class 35 contains 36537 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 37564 members 
Mstep: Class 38 contains 14878 members 
Mstep: Class 39 contains 17591 members 
Mstep: Class 40 contains 5559 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8272 members 
Mstep: Class 43 contains 15077 members 
Mstep: Class 44 contains 4601 members 
Mstep: Class 45 contains 2203 members 
Mstep: Class 46 contains 1745 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 4041 members 
Mstep: Class 50 contains 7291 members 
Mstep: Class 51 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135632.000000 Penalty: 104041.984375
Iteration 293Q: 52 clusters Score -8.813563e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55850 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49684 members 
Mstep: Class 4 contains 10518 members 
Mstep: Class 5 contains 110265 members 
Mstep: Class 6 contains 37662 members 
Mstep: Class 7 contains 37207 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 10377 members 
Mstep: Class 10 contains 11981 members 
Mstep: Class 11 contains 7133 members 
Mstep: Class 12 contains 24320 members 
Mstep: Class 13 contains 4011 members 
Mstep: Class 14 contains 4393 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 16 contains 37952 members 
Mstep: Class 17 contains 35057 members 
Mstep: Class 18 contains 11032 members 
Mstep: Class 19 contains 7377 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 36772 members 
Mstep: Class 22 contains 5588 members 
Mstep: Class 23 contains 4453 members 
Mstep: Class 24 contains 6427 members 
Mstep: Class 25 contains 14703 members 
Mstep: Class 26 contains 3672 members 
Mstep: Class 27 contains 18523 members 
Mstep: Class 28 contains 9031 members 
Mstep: Class 29 contains 10872 members 
Mstep: Class 30 contains 16111 members 
Mstep: Class 31 contains 5024 members 
Mstep: Class 32 contains 106235 members 
Mstep: Class 33 contains 18838 members 
Mstep: Class 34 contains 8891 members 
Mstep: Class 35 contains 36538 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 37564 members 
Mstep: Class 38 contains 14878 members 
Mstep: Class 39 contains 17591 members 
Mstep: Class 40 contains 5559 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8272 members 
Mstep: Class 43 contains 15077 members 
Mstep: Class 44 contains 4602 members 
Mstep: Class 45 contains 2203 members 
Mstep: Class 46 contains 1745 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 4041 members 
Mstep: Class 50 contains 7295 members 
Mstep: Class 51 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135640.000000 Penalty: 104041.984375
Iteration 294Q: 52 clusters Score -8.813564e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55847 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49684 members 
Mstep: Class 4 contains 10518 members 
Mstep: Class 5 contains 110264 members 
Mstep: Class 6 contains 37663 members 
Mstep: Class 7 contains 37210 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 10377 members 
Mstep: Class 10 contains 11981 members 
Mstep: Class 11 contains 7133 members 
Mstep: Class 12 contains 24320 members 
Mstep: Class 13 contains 4011 members 
Mstep: Class 14 contains 4392 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 16 contains 37951 members 
Mstep: Class 17 contains 35057 members 
Mstep: Class 18 contains 11032 members 
Mstep: Class 19 contains 7377 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 36772 members 
Mstep: Class 22 contains 5588 members 
Mstep: Class 23 contains 4453 members 
Mstep: Class 24 contains 6427 members 
Mstep: Class 25 contains 14703 members 
Mstep: Class 26 contains 3672 members 
Mstep: Class 27 contains 18523 members 
Mstep: Class 28 contains 9031 members 
Mstep: Class 29 contains 10868 members 
Mstep: Class 30 contains 16111 members 
Mstep: Class 31 contains 5024 members 
Mstep: Class 32 contains 106236 members 
Mstep: Class 33 contains 18839 members 
Mstep: Class 34 contains 8891 members 
Mstep: Class 35 contains 36541 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 37564 members 
Mstep: Class 38 contains 14878 members 
Mstep: Class 39 contains 17591 members 
Mstep: Class 40 contains 5559 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8272 members 
Mstep: Class 43 contains 15077 members 
Mstep: Class 44 contains 4602 members 
Mstep: Class 45 contains 2203 members 
Mstep: Class 46 contains 1745 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 4041 members 
Mstep: Class 50 contains 7296 members 
Mstep: Class 51 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135592.000000 Penalty: 104041.984375
Iteration 295Q: 52 clusters Score -8.813559e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55843 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49684 members 
Mstep: Class 4 contains 10518 members 
Mstep: Class 5 contains 110263 members 
Mstep: Class 6 contains 37662 members 
Mstep: Class 7 contains 37214 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 10377 members 
Mstep: Class 10 contains 11981 members 
Mstep: Class 11 contains 7133 members 
Mstep: Class 12 contains 24320 members 
Mstep: Class 13 contains 4011 members 
Mstep: Class 14 contains 4391 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 16 contains 37951 members 
Mstep: Class 17 contains 35057 members 
Mstep: Class 18 contains 11032 members 
Mstep: Class 19 contains 7380 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 36771 members 
Mstep: Class 22 contains 5588 members 
Mstep: Class 23 contains 4452 members 
Mstep: Class 24 contains 6427 members 
Mstep: Class 25 contains 14703 members 
Mstep: Class 26 contains 3672 members 
Mstep: Class 27 contains 18523 members 
Mstep: Class 28 contains 9030 members 
Mstep: Class 29 contains 10865 members 
Mstep: Class 30 contains 16111 members 
Mstep: Class 31 contains 5024 members 
Mstep: Class 32 contains 106236 members 
Mstep: Class 33 contains 18840 members 
Mstep: Class 34 contains 8891 members 
Mstep: Class 35 contains 36544 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 37564 members 
Mstep: Class 38 contains 14878 members 
Mstep: Class 39 contains 17591 members 
Mstep: Class 40 contains 5559 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8272 members 
Mstep: Class 43 contains 15077 members 
Mstep: Class 44 contains 4602 members 
Mstep: Class 45 contains 2203 members 
Mstep: Class 46 contains 1745 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 4041 members 
Mstep: Class 50 contains 7298 members 
Mstep: Class 51 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135616.000000 Penalty: 104041.984375
Iteration 296Q: 52 clusters Score -8.813562e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55841 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49684 members 
Mstep: Class 4 contains 10518 members 
Mstep: Class 5 contains 110262 members 
Mstep: Class 6 contains 37662 members 
Mstep: Class 7 contains 37215 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 10377 members 
Mstep: Class 10 contains 11981 members 
Mstep: Class 11 contains 7133 members 
Mstep: Class 12 contains 24320 members 
Mstep: Class 13 contains 4011 members 
Mstep: Class 14 contains 4388 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 16 contains 37951 members 
Mstep: Class 17 contains 35057 members 
Mstep: Class 18 contains 11032 members 
Mstep: Class 19 contains 7380 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 36772 members 
Mstep: Class 22 contains 5588 members 
Mstep: Class 23 contains 4452 members 
Mstep: Class 24 contains 6427 members 
Mstep: Class 25 contains 14703 members 
Mstep: Class 26 contains 3672 members 
Mstep: Class 27 contains 18523 members 
Mstep: Class 28 contains 9030 members 
Mstep: Class 29 contains 10859 members 
Mstep: Class 30 contains 16112 members 
Mstep: Class 31 contains 5024 members 
Mstep: Class 32 contains 106236 members 
Mstep: Class 33 contains 18842 members 
Mstep: Class 34 contains 8891 members 
Mstep: Class 35 contains 36547 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 37564 members 
Mstep: Class 38 contains 14878 members 
Mstep: Class 39 contains 17591 members 
Mstep: Class 40 contains 5559 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8272 members 
Mstep: Class 43 contains 15077 members 
Mstep: Class 44 contains 4603 members 
Mstep: Class 45 contains 2203 members 
Mstep: Class 46 contains 1745 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 4041 members 
Mstep: Class 50 contains 7301 members 
Mstep: Class 51 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135624.000000 Penalty: 104041.984375
Iteration 297Q: 52 clusters Score -8.813562e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55840 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49683 members 
Mstep: Class 4 contains 10518 members 
Mstep: Class 5 contains 110262 members 
Mstep: Class 6 contains 37662 members 
Mstep: Class 7 contains 37214 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 10377 members 
Mstep: Class 10 contains 11981 members 
Mstep: Class 11 contains 7133 members 
Mstep: Class 12 contains 24320 members 
Mstep: Class 13 contains 4011 members 
Mstep: Class 14 contains 4386 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 16 contains 37951 members 
Mstep: Class 17 contains 35057 members 
Mstep: Class 18 contains 11032 members 
Mstep: Class 19 contains 7380 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 36773 members 
Mstep: Class 22 contains 5588 members 
Mstep: Class 23 contains 4452 members 
Mstep: Class 24 contains 6427 members 
Mstep: Class 25 contains 14703 members 
Mstep: Class 26 contains 3672 members 
Mstep: Class 27 contains 18523 members 
Mstep: Class 28 contains 9030 members 
Mstep: Class 29 contains 10858 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 5024 members 
Mstep: Class 32 contains 106235 members 
Mstep: Class 33 contains 18843 members 
Mstep: Class 34 contains 8891 members 
Mstep: Class 35 contains 36551 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 37564 members 
Mstep: Class 38 contains 14878 members 
Mstep: Class 39 contains 17590 members 
Mstep: Class 40 contains 5559 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8272 members 
Mstep: Class 43 contains 15077 members 
Mstep: Class 44 contains 4603 members 
Mstep: Class 45 contains 2203 members 
Mstep: Class 46 contains 1745 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 4041 members 
Mstep: Class 50 contains 7302 members 
Mstep: Class 51 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135512.000000 Penalty: 104041.984375
Iteration 298Q: 52 clusters Score -8.813551e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55838 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49683 members 
Mstep: Class 4 contains 10518 members 
Mstep: Class 5 contains 110261 members 
Mstep: Class 6 contains 37662 members 
Mstep: Class 7 contains 37216 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 10377 members 
Mstep: Class 10 contains 11981 members 
Mstep: Class 11 contains 7133 members 
Mstep: Class 12 contains 24320 members 
Mstep: Class 13 contains 4011 members 
Mstep: Class 14 contains 4385 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 16 contains 37951 members 
Mstep: Class 17 contains 35057 members 
Mstep: Class 18 contains 11032 members 
Mstep: Class 19 contains 7380 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 36772 members 
Mstep: Class 22 contains 5588 members 
Mstep: Class 23 contains 4452 members 
Mstep: Class 24 contains 6427 members 
Mstep: Class 25 contains 14704 members 
Mstep: Class 26 contains 3672 members 
Mstep: Class 27 contains 18523 members 
Mstep: Class 28 contains 9030 members 
Mstep: Class 29 contains 10856 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 5024 members 
Mstep: Class 32 contains 106235 members 
Mstep: Class 33 contains 18845 members 
Mstep: Class 34 contains 8891 members 
Mstep: Class 35 contains 36554 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 37563 members 
Mstep: Class 38 contains 14878 members 
Mstep: Class 39 contains 17590 members 
Mstep: Class 40 contains 5559 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8272 members 
Mstep: Class 43 contains 15077 members 
Mstep: Class 44 contains 4603 members 
Mstep: Class 45 contains 2203 members 
Mstep: Class 46 contains 1745 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 4041 members 
Mstep: Class 50 contains 7302 members 
Mstep: Class 51 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135528.000000 Penalty: 104041.984375
Iteration 299Q: 52 clusters Score -8.813553e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55837 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49683 members 
Mstep: Class 4 contains 10518 members 
Mstep: Class 5 contains 110260 members 
Mstep: Class 6 contains 37662 members 
Mstep: Class 7 contains 37218 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 10377 members 
Mstep: Class 10 contains 11981 members 
Mstep: Class 11 contains 7133 members 
Mstep: Class 12 contains 24320 members 
Mstep: Class 13 contains 4011 members 
Mstep: Class 14 contains 4384 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 16 contains 37951 members 
Mstep: Class 17 contains 35057 members 
Mstep: Class 18 contains 11032 members 
Mstep: Class 19 contains 7380 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 36772 members 
Mstep: Class 22 contains 5588 members 
Mstep: Class 23 contains 4452 members 
Mstep: Class 24 contains 6427 members 
Mstep: Class 25 contains 14704 members 
Mstep: Class 26 contains 3672 members 
Mstep: Class 27 contains 18523 members 
Mstep: Class 28 contains 9030 members 
Mstep: Class 29 contains 10850 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 5024 members 
Mstep: Class 32 contains 106235 members 
Mstep: Class 33 contains 18849 members 
Mstep: Class 34 contains 8891 members 
Mstep: Class 35 contains 36556 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 37563 members 
Mstep: Class 38 contains 14877 members 
Mstep: Class 39 contains 17590 members 
Mstep: Class 40 contains 5559 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8272 members 
Mstep: Class 43 contains 15077 members 
Mstep: Class 44 contains 4603 members 
Mstep: Class 45 contains 2203 members 
Mstep: Class 46 contains 1746 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 4041 members 
Mstep: Class 50 contains 7303 members 
Mstep: Class 51 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135552.000000 Penalty: 104041.984375
Iteration 300F: 52 clusters Score -8.813555e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55835 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49683 members 
Mstep: Class 4 contains 10518 members 
Mstep: Class 5 contains 110260 members 
Mstep: Class 6 contains 37662 members 
Mstep: Class 7 contains 37219 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 10377 members 
Mstep: Class 10 contains 11981 members 
Mstep: Class 11 contains 7133 members 
Mstep: Class 12 contains 24320 members 
Mstep: Class 13 contains 4011 members 
Mstep: Class 14 contains 4384 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 16 contains 37951 members 
Mstep: Class 17 contains 35057 members 
Mstep: Class 18 contains 11032 members 
Mstep: Class 19 contains 7380 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 36772 members 
Mstep: Class 22 contains 5588 members 
Mstep: Class 23 contains 4452 members 
Mstep: Class 24 contains 6427 members 
Mstep: Class 25 contains 14704 members 
Mstep: Class 26 contains 3672 members 
Mstep: Class 27 contains 18523 members 
Mstep: Class 28 contains 9029 members 
Mstep: Class 29 contains 10842 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 5024 members 
Mstep: Class 32 contains 106234 members 
Mstep: Class 33 contains 18856 members 
Mstep: Class 34 contains 8891 members 
Mstep: Class 35 contains 36558 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 37563 members 
Mstep: Class 38 contains 14876 members 
Mstep: Class 39 contains 17590 members 
Mstep: Class 40 contains 5559 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8272 members 
Mstep: Class 43 contains 15077 members 
Mstep: Class 44 contains 4603 members 
Mstep: Class 45 contains 2203 members 
Mstep: Class 46 contains 1746 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 4041 members 
Mstep: Class 50 contains 7306 members 
Mstep: Class 51 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135552.000000 Penalty: 104041.984375
Iteration 301Q: 52 clusters Score -8.813555e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55834 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49683 members 
Mstep: Class 4 contains 10519 members 
Mstep: Class 5 contains 110260 members 
Mstep: Class 6 contains 37662 members 
Mstep: Class 7 contains 37218 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 10377 members 
Mstep: Class 10 contains 11981 members 
Mstep: Class 11 contains 7133 members 
Mstep: Class 12 contains 24320 members 
Mstep: Class 13 contains 4011 members 
Mstep: Class 14 contains 4384 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 16 contains 37951 members 
Mstep: Class 17 contains 35056 members 
Mstep: Class 18 contains 11032 members 
Mstep: Class 19 contains 7380 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 36772 members 
Mstep: Class 22 contains 5588 members 
Mstep: Class 23 contains 4452 members 
Mstep: Class 24 contains 6427 members 
Mstep: Class 25 contains 14704 members 
Mstep: Class 26 contains 3672 members 
Mstep: Class 27 contains 18523 members 
Mstep: Class 28 contains 9029 members 
Mstep: Class 29 contains 10838 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 5024 members 
Mstep: Class 32 contains 106233 members 
Mstep: Class 33 contains 18859 members 
Mstep: Class 34 contains 8891 members 
Mstep: Class 35 contains 36559 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 37563 members 
Mstep: Class 38 contains 14876 members 
Mstep: Class 39 contains 17590 members 
Mstep: Class 40 contains 5559 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8272 members 
Mstep: Class 43 contains 15077 members 
Mstep: Class 44 contains 4603 members 
Mstep: Class 45 contains 2203 members 
Mstep: Class 46 contains 1746 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 4041 members 
Mstep: Class 50 contains 7309 members 
Mstep: Class 51 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135576.000000 Penalty: 104041.984375
Iteration 302Q: 52 clusters Score -8.813558e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55835 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49683 members 
Mstep: Class 4 contains 10520 members 
Mstep: Class 5 contains 110260 members 
Mstep: Class 6 contains 37662 members 
Mstep: Class 7 contains 37219 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 10377 members 
Mstep: Class 10 contains 11981 members 
Mstep: Class 11 contains 7133 members 
Mstep: Class 12 contains 24320 members 
Mstep: Class 13 contains 4011 members 
Mstep: Class 14 contains 4385 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 16 contains 37951 members 
Mstep: Class 17 contains 35055 members 
Mstep: Class 18 contains 11032 members 
Mstep: Class 19 contains 7380 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 36772 members 
Mstep: Class 22 contains 5588 members 
Mstep: Class 23 contains 4452 members 
Mstep: Class 24 contains 6427 members 
Mstep: Class 25 contains 14704 members 
Mstep: Class 26 contains 3672 members 
Mstep: Class 27 contains 18524 members 
Mstep: Class 28 contains 9029 members 
Mstep: Class 29 contains 10832 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 5024 members 
Mstep: Class 32 contains 106233 members 
Mstep: Class 33 contains 18860 members 
Mstep: Class 34 contains 8891 members 
Mstep: Class 35 contains 36559 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 37562 members 
Mstep: Class 38 contains 14876 members 
Mstep: Class 39 contains 17590 members 
Mstep: Class 40 contains 5559 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8272 members 
Mstep: Class 43 contains 15077 members 
Mstep: Class 44 contains 4603 members 
Mstep: Class 45 contains 2203 members 
Mstep: Class 46 contains 1746 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 4041 members 
Mstep: Class 50 contains 7311 members 
Mstep: Class 51 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135608.000000 Penalty: 104041.984375
Iteration 303Q: 52 clusters Score -8.813561e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55835 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49683 members 
Mstep: Class 4 contains 10520 members 
Mstep: Class 5 contains 110260 members 
Mstep: Class 6 contains 37663 members 
Mstep: Class 7 contains 37223 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 10377 members 
Mstep: Class 10 contains 11981 members 
Mstep: Class 11 contains 7133 members 
Mstep: Class 12 contains 24320 members 
Mstep: Class 13 contains 4011 members 
Mstep: Class 14 contains 4385 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 16 contains 37951 members 
Mstep: Class 17 contains 35052 members 
Mstep: Class 18 contains 11032 members 
Mstep: Class 19 contains 7380 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 36772 members 
Mstep: Class 22 contains 5588 members 
Mstep: Class 23 contains 4452 members 
Mstep: Class 24 contains 6427 members 
Mstep: Class 25 contains 14704 members 
Mstep: Class 26 contains 3672 members 
Mstep: Class 27 contains 18526 members 
Mstep: Class 28 contains 9029 members 
Mstep: Class 29 contains 10824 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 5024 members 
Mstep: Class 32 contains 106233 members 
Mstep: Class 33 contains 18862 members 
Mstep: Class 34 contains 8891 members 
Mstep: Class 35 contains 36560 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 37562 members 
Mstep: Class 38 contains 14876 members 
Mstep: Class 39 contains 17590 members 
Mstep: Class 40 contains 5559 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8272 members 
Mstep: Class 43 contains 15077 members 
Mstep: Class 44 contains 4603 members 
Mstep: Class 45 contains 2203 members 
Mstep: Class 46 contains 1746 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 256 members 
Mstep: Class 49 contains 4041 members 
Mstep: Class 50 contains 7312 members 
Mstep: Class 51 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135672.000000 Penalty: 104041.984375
Iteration 304Q: 52 clusters Score -8.813567e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55834 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49683 members 
Mstep: Class 4 contains 10520 members 
Mstep: Class 5 contains 110260 members 
Mstep: Class 6 contains 37665 members 
Mstep: Class 7 contains 37226 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 10377 members 
Mstep: Class 10 contains 11981 members 
Mstep: Class 11 contains 7133 members 
Mstep: Class 12 contains 24320 members 
Mstep: Class 13 contains 4011 members 
Mstep: Class 14 contains 4385 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 16 contains 37951 members 
Mstep: Class 17 contains 35050 members 
Mstep: Class 18 contains 11032 members 
Mstep: Class 19 contains 7380 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 36772 members 
Mstep: Class 22 contains 5588 members 
Mstep: Class 23 contains 4452 members 
Mstep: Class 24 contains 6427 members 
Mstep: Class 25 contains 14704 members 
Mstep: Class 26 contains 3672 members 
Mstep: Class 27 contains 18526 members 
Mstep: Class 28 contains 9029 members 
Mstep: Class 29 contains 10816 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 5024 members 
Mstep: Class 32 contains 106233 members 
Mstep: Class 33 contains 18864 members 
Mstep: Class 34 contains 8891 members 
Mstep: Class 35 contains 36561 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 37562 members 
Mstep: Class 38 contains 14876 members 
Mstep: Class 39 contains 17590 members 
Mstep: Class 40 contains 5559 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8272 members 
Mstep: Class 43 contains 15077 members 
Mstep: Class 44 contains 4603 members 
Mstep: Class 45 contains 2203 members 
Mstep: Class 46 contains 1746 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 257 members 
Mstep: Class 49 contains 4041 members 
Mstep: Class 50 contains 7314 members 
Mstep: Class 51 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135624.000000 Penalty: 104041.984375
Iteration 305Q: 52 clusters Score -8.813562e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55833 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49683 members 
Mstep: Class 4 contains 10520 members 
Mstep: Class 5 contains 110259 members 
Mstep: Class 6 contains 37665 members 
Mstep: Class 7 contains 37227 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 10377 members 
Mstep: Class 10 contains 11981 members 
Mstep: Class 11 contains 7133 members 
Mstep: Class 12 contains 24320 members 
Mstep: Class 13 contains 4011 members 
Mstep: Class 14 contains 4385 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 16 contains 37951 members 
Mstep: Class 17 contains 35050 members 
Mstep: Class 18 contains 11032 members 
Mstep: Class 19 contains 7380 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 36773 members 
Mstep: Class 22 contains 5588 members 
Mstep: Class 23 contains 4452 members 
Mstep: Class 24 contains 6427 members 
Mstep: Class 25 contains 14703 members 
Mstep: Class 26 contains 3672 members 
Mstep: Class 27 contains 18526 members 
Mstep: Class 28 contains 9029 members 
Mstep: Class 29 contains 10811 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 5024 members 
Mstep: Class 32 contains 106235 members 
Mstep: Class 33 contains 18867 members 
Mstep: Class 34 contains 8891 members 
Mstep: Class 35 contains 36561 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 37562 members 
Mstep: Class 38 contains 14876 members 
Mstep: Class 39 contains 17590 members 
Mstep: Class 40 contains 5559 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8272 members 
Mstep: Class 43 contains 15077 members 
Mstep: Class 44 contains 4603 members 
Mstep: Class 45 contains 2203 members 
Mstep: Class 46 contains 1746 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 258 members 
Mstep: Class 49 contains 4041 members 
Mstep: Class 50 contains 7314 members 
Mstep: Class 51 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135632.000000 Penalty: 104041.984375
Iteration 306Q: 52 clusters Score -8.813563e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55834 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49682 members 
Mstep: Class 4 contains 10520 members 
Mstep: Class 5 contains 110259 members 
Mstep: Class 6 contains 37665 members 
Mstep: Class 7 contains 37228 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 10377 members 
Mstep: Class 10 contains 11981 members 
Mstep: Class 11 contains 7133 members 
Mstep: Class 12 contains 24320 members 
Mstep: Class 13 contains 4011 members 
Mstep: Class 14 contains 4385 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 16 contains 37951 members 
Mstep: Class 17 contains 35050 members 
Mstep: Class 18 contains 11032 members 
Mstep: Class 19 contains 7380 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 36774 members 
Mstep: Class 22 contains 5588 members 
Mstep: Class 23 contains 4452 members 
Mstep: Class 24 contains 6427 members 
Mstep: Class 25 contains 14703 members 
Mstep: Class 26 contains 3672 members 
Mstep: Class 27 contains 18526 members 
Mstep: Class 28 contains 9030 members 
Mstep: Class 29 contains 10803 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 5024 members 
Mstep: Class 32 contains 106236 members 
Mstep: Class 33 contains 18870 members 
Mstep: Class 34 contains 8891 members 
Mstep: Class 35 contains 36561 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 37562 members 
Mstep: Class 38 contains 14876 members 
Mstep: Class 39 contains 17590 members 
Mstep: Class 40 contains 5559 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8272 members 
Mstep: Class 43 contains 15077 members 
Mstep: Class 44 contains 4603 members 
Mstep: Class 45 contains 2203 members 
Mstep: Class 46 contains 1746 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 259 members 
Mstep: Class 49 contains 4041 members 
Mstep: Class 50 contains 7314 members 
Mstep: Class 51 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135648.000000 Penalty: 104041.984375
Iteration 307Q: 52 clusters Score -8.813565e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55835 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49682 members 
Mstep: Class 4 contains 10520 members 
Mstep: Class 5 contains 110259 members 
Mstep: Class 6 contains 37665 members 
Mstep: Class 7 contains 37233 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 10377 members 
Mstep: Class 10 contains 11981 members 
Mstep: Class 11 contains 7133 members 
Mstep: Class 12 contains 24320 members 
Mstep: Class 13 contains 4011 members 
Mstep: Class 14 contains 4385 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 16 contains 37951 members 
Mstep: Class 17 contains 35050 members 
Mstep: Class 18 contains 11032 members 
Mstep: Class 19 contains 7380 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 36773 members 
Mstep: Class 22 contains 5588 members 
Mstep: Class 23 contains 4453 members 
Mstep: Class 24 contains 6427 members 
Mstep: Class 25 contains 14703 members 
Mstep: Class 26 contains 3672 members 
Mstep: Class 27 contains 18526 members 
Mstep: Class 28 contains 9029 members 
Mstep: Class 29 contains 10795 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 5024 members 
Mstep: Class 32 contains 106236 members 
Mstep: Class 33 contains 18872 members 
Mstep: Class 34 contains 8891 members 
Mstep: Class 35 contains 36561 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 37562 members 
Mstep: Class 38 contains 14876 members 
Mstep: Class 39 contains 17590 members 
Mstep: Class 40 contains 5559 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8272 members 
Mstep: Class 43 contains 15077 members 
Mstep: Class 44 contains 4603 members 
Mstep: Class 45 contains 2203 members 
Mstep: Class 46 contains 1746 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 258 members 
Mstep: Class 49 contains 4041 members 
Mstep: Class 50 contains 7316 members 
Mstep: Class 51 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135616.000000 Penalty: 104041.984375
Iteration 308Q: 52 clusters Score -8.813562e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55834 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49682 members 
Mstep: Class 4 contains 10520 members 
Mstep: Class 5 contains 110259 members 
Mstep: Class 6 contains 37665 members 
Mstep: Class 7 contains 37238 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 10377 members 
Mstep: Class 10 contains 11981 members 
Mstep: Class 11 contains 7132 members 
Mstep: Class 12 contains 24320 members 
Mstep: Class 13 contains 4011 members 
Mstep: Class 14 contains 4385 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 16 contains 37951 members 
Mstep: Class 17 contains 35050 members 
Mstep: Class 18 contains 11032 members 
Mstep: Class 19 contains 7380 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 36773 members 
Mstep: Class 22 contains 5588 members 
Mstep: Class 23 contains 4454 members 
Mstep: Class 24 contains 6427 members 
Mstep: Class 25 contains 14703 members 
Mstep: Class 26 contains 3672 members 
Mstep: Class 27 contains 18526 members 
Mstep: Class 28 contains 9027 members 
Mstep: Class 29 contains 10784 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 5024 members 
Mstep: Class 32 contains 106237 members 
Mstep: Class 33 contains 18877 members 
Mstep: Class 34 contains 8891 members 
Mstep: Class 35 contains 36561 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 37563 members 
Mstep: Class 38 contains 14876 members 
Mstep: Class 39 contains 17590 members 
Mstep: Class 40 contains 5559 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8272 members 
Mstep: Class 43 contains 15077 members 
Mstep: Class 44 contains 4603 members 
Mstep: Class 45 contains 2203 members 
Mstep: Class 46 contains 1746 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 257 members 
Mstep: Class 49 contains 4041 members 
Mstep: Class 50 contains 7319 members 
Mstep: Class 51 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135584.000000 Penalty: 104041.984375
Iteration 309Q: 52 clusters Score -8.813558e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55833 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49681 members 
Mstep: Class 4 contains 10520 members 
Mstep: Class 5 contains 110258 members 
Mstep: Class 6 contains 37666 members 
Mstep: Class 7 contains 37243 members 
Mstep: Class 8 contains 3822 members 
Mstep: Class 9 contains 10377 members 
Mstep: Class 10 contains 11981 members 
Mstep: Class 11 contains 7132 members 
Mstep: Class 12 contains 24322 members 
Mstep: Class 13 contains 4011 members 
Mstep: Class 14 contains 4384 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 16 contains 37951 members 
Mstep: Class 17 contains 35050 members 
Mstep: Class 18 contains 11032 members 
Mstep: Class 19 contains 7380 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 36773 members 
Mstep: Class 22 contains 5588 members 
Mstep: Class 23 contains 4454 members 
Mstep: Class 24 contains 6427 members 
Mstep: Class 25 contains 14703 members 
Mstep: Class 26 contains 3672 members 
Mstep: Class 27 contains 18527 members 
Mstep: Class 28 contains 9025 members 
Mstep: Class 29 contains 10774 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 5024 members 
Mstep: Class 32 contains 106237 members 
Mstep: Class 33 contains 18882 members 
Mstep: Class 34 contains 8891 members 
Mstep: Class 35 contains 36561 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 37563 members 
Mstep: Class 38 contains 14876 members 
Mstep: Class 39 contains 17590 members 
Mstep: Class 40 contains 5559 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8273 members 
Mstep: Class 43 contains 15077 members 
Mstep: Class 44 contains 4603 members 
Mstep: Class 45 contains 2203 members 
Mstep: Class 46 contains 1746 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 4041 members 
Mstep: Class 50 contains 7321 members 
Mstep: Class 51 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135608.000000 Penalty: 104041.984375
Iteration 310Q: 52 clusters Score -8.813561e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55833 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49681 members 
Mstep: Class 4 contains 10520 members 
Mstep: Class 5 contains 110258 members 
Mstep: Class 6 contains 37666 members 
Mstep: Class 7 contains 37249 members 
Mstep: Class 8 contains 3822 members 
Mstep: Class 9 contains 10377 members 
Mstep: Class 10 contains 11982 members 
Mstep: Class 11 contains 7132 members 
Mstep: Class 12 contains 24323 members 
Mstep: Class 13 contains 4011 members 
Mstep: Class 14 contains 4381 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 16 contains 37951 members 
Mstep: Class 17 contains 35050 members 
Mstep: Class 18 contains 11032 members 
Mstep: Class 19 contains 7380 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 36775 members 
Mstep: Class 22 contains 5588 members 
Mstep: Class 23 contains 4454 members 
Mstep: Class 24 contains 6427 members 
Mstep: Class 25 contains 14703 members 
Mstep: Class 26 contains 3672 members 
Mstep: Class 27 contains 18528 members 
Mstep: Class 28 contains 9025 members 
Mstep: Class 29 contains 10764 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 5024 members 
Mstep: Class 32 contains 106233 members 
Mstep: Class 33 contains 18886 members 
Mstep: Class 34 contains 8891 members 
Mstep: Class 35 contains 36561 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 37563 members 
Mstep: Class 38 contains 14876 members 
Mstep: Class 39 contains 17590 members 
Mstep: Class 40 contains 5559 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8273 members 
Mstep: Class 43 contains 15077 members 
Mstep: Class 44 contains 4603 members 
Mstep: Class 45 contains 2203 members 
Mstep: Class 46 contains 1746 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 254 members 
Mstep: Class 49 contains 4041 members 
Mstep: Class 50 contains 7324 members 
Mstep: Class 51 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135616.000000 Penalty: 104041.984375
Iteration 311Q: 52 clusters Score -8.813562e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55833 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49682 members 
Mstep: Class 4 contains 10521 members 
Mstep: Class 5 contains 110259 members 
Mstep: Class 6 contains 37666 members 
Mstep: Class 7 contains 37248 members 
Mstep: Class 8 contains 3822 members 
Mstep: Class 9 contains 10377 members 
Mstep: Class 10 contains 11981 members 
Mstep: Class 11 contains 7132 members 
Mstep: Class 12 contains 24319 members 
Mstep: Class 13 contains 4011 members 
Mstep: Class 14 contains 4382 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 16 contains 37951 members 
Mstep: Class 17 contains 35050 members 
Mstep: Class 18 contains 11032 members 
Mstep: Class 19 contains 7380 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 36776 members 
Mstep: Class 22 contains 5588 members 
Mstep: Class 23 contains 4454 members 
Mstep: Class 24 contains 6427 members 
Mstep: Class 25 contains 14703 members 
Mstep: Class 26 contains 3672 members 
Mstep: Class 27 contains 18528 members 
Mstep: Class 28 contains 9026 members 
Mstep: Class 29 contains 10753 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 5024 members 
Mstep: Class 32 contains 106234 members 
Mstep: Class 33 contains 18891 members 
Mstep: Class 34 contains 8891 members 
Mstep: Class 35 contains 36561 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 37563 members 
Mstep: Class 38 contains 14876 members 
Mstep: Class 39 contains 17590 members 
Mstep: Class 40 contains 5559 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8273 members 
Mstep: Class 43 contains 15077 members 
Mstep: Class 44 contains 4603 members 
Mstep: Class 45 contains 2203 members 
Mstep: Class 46 contains 1746 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 254 members 
Mstep: Class 49 contains 4041 members 
Mstep: Class 50 contains 7329 members 
Mstep: Class 51 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135608.000000 Penalty: 104041.984375
Iteration 312Q: 52 clusters Score -8.813561e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55833 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49682 members 
Mstep: Class 4 contains 10522 members 
Mstep: Class 5 contains 110258 members 
Mstep: Class 6 contains 37667 members 
Mstep: Class 7 contains 37249 members 
Mstep: Class 8 contains 3822 members 
Mstep: Class 9 contains 10377 members 
Mstep: Class 10 contains 11982 members 
Mstep: Class 11 contains 7132 members 
Mstep: Class 12 contains 24316 members 
Mstep: Class 13 contains 4011 members 
Mstep: Class 14 contains 4382 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 16 contains 37951 members 
Mstep: Class 17 contains 35050 members 
Mstep: Class 18 contains 11032 members 
Mstep: Class 19 contains 7380 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 36776 members 
Mstep: Class 22 contains 5588 members 
Mstep: Class 23 contains 4454 members 
Mstep: Class 24 contains 6427 members 
Mstep: Class 25 contains 14703 members 
Mstep: Class 26 contains 3672 members 
Mstep: Class 27 contains 18528 members 
Mstep: Class 28 contains 9026 members 
Mstep: Class 29 contains 10745 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 5024 members 
Mstep: Class 32 contains 106235 members 
Mstep: Class 33 contains 18897 members 
Mstep: Class 34 contains 8891 members 
Mstep: Class 35 contains 36561 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 37563 members 
Mstep: Class 38 contains 14876 members 
Mstep: Class 39 contains 17590 members 
Mstep: Class 40 contains 5559 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8273 members 
Mstep: Class 43 contains 15077 members 
Mstep: Class 44 contains 4603 members 
Mstep: Class 45 contains 2203 members 
Mstep: Class 46 contains 1746 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 254 members 
Mstep: Class 49 contains 4041 members 
Mstep: Class 50 contains 7330 members 
Mstep: Class 51 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135624.000000 Penalty: 104041.984375
Iteration 313Q: 52 clusters Score -8.813562e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55833 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49683 members 
Mstep: Class 4 contains 10524 members 
Mstep: Class 5 contains 110259 members 
Mstep: Class 6 contains 37667 members 
Mstep: Class 7 contains 37248 members 
Mstep: Class 8 contains 3822 members 
Mstep: Class 9 contains 10377 members 
Mstep: Class 10 contains 11982 members 
Mstep: Class 11 contains 7132 members 
Mstep: Class 12 contains 24315 members 
Mstep: Class 13 contains 4011 members 
Mstep: Class 14 contains 4383 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 16 contains 37951 members 
Mstep: Class 17 contains 35050 members 
Mstep: Class 18 contains 11032 members 
Mstep: Class 19 contains 7380 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 36777 members 
Mstep: Class 22 contains 5588 members 
Mstep: Class 23 contains 4454 members 
Mstep: Class 24 contains 6427 members 
Mstep: Class 25 contains 14703 members 
Mstep: Class 26 contains 3672 members 
Mstep: Class 27 contains 18528 members 
Mstep: Class 28 contains 9026 members 
Mstep: Class 29 contains 10741 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 5024 members 
Mstep: Class 32 contains 106233 members 
Mstep: Class 33 contains 18899 members 
Mstep: Class 34 contains 8891 members 
Mstep: Class 35 contains 36561 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 37562 members 
Mstep: Class 38 contains 14876 members 
Mstep: Class 39 contains 17590 members 
Mstep: Class 40 contains 5559 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8273 members 
Mstep: Class 43 contains 15077 members 
Mstep: Class 44 contains 4603 members 
Mstep: Class 45 contains 2203 members 
Mstep: Class 46 contains 1746 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 254 members 
Mstep: Class 49 contains 4041 members 
Mstep: Class 50 contains 7331 members 
Mstep: Class 51 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135608.000000 Penalty: 104041.984375
Iteration 314Q: 52 clusters Score -8.813561e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55833 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49683 members 
Mstep: Class 4 contains 10525 members 
Mstep: Class 5 contains 110257 members 
Mstep: Class 6 contains 37667 members 
Mstep: Class 7 contains 37248 members 
Mstep: Class 8 contains 3822 members 
Mstep: Class 9 contains 10377 members 
Mstep: Class 10 contains 11982 members 
Mstep: Class 11 contains 7132 members 
Mstep: Class 12 contains 24315 members 
Mstep: Class 13 contains 4011 members 
Mstep: Class 14 contains 4383 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 16 contains 37951 members 
Mstep: Class 17 contains 35050 members 
Mstep: Class 18 contains 11032 members 
Mstep: Class 19 contains 7380 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 36777 members 
Mstep: Class 22 contains 5588 members 
Mstep: Class 23 contains 4454 members 
Mstep: Class 24 contains 6427 members 
Mstep: Class 25 contains 14703 members 
Mstep: Class 26 contains 3672 members 
Mstep: Class 27 contains 18528 members 
Mstep: Class 28 contains 9026 members 
Mstep: Class 29 contains 10740 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 5024 members 
Mstep: Class 32 contains 106232 members 
Mstep: Class 33 contains 18901 members 
Mstep: Class 34 contains 8891 members 
Mstep: Class 35 contains 36561 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 37562 members 
Mstep: Class 38 contains 14876 members 
Mstep: Class 39 contains 17590 members 
Mstep: Class 40 contains 5559 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8273 members 
Mstep: Class 43 contains 15077 members 
Mstep: Class 44 contains 4603 members 
Mstep: Class 45 contains 2203 members 
Mstep: Class 46 contains 1746 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 254 members 
Mstep: Class 49 contains 4041 members 
Mstep: Class 50 contains 7332 members 
Mstep: Class 51 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135600.000000 Penalty: 104041.984375
Iteration 315Q: 52 clusters Score -8.81356e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55833 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49683 members 
Mstep: Class 4 contains 10525 members 
Mstep: Class 5 contains 110257 members 
Mstep: Class 6 contains 37667 members 
Mstep: Class 7 contains 37248 members 
Mstep: Class 8 contains 3822 members 
Mstep: Class 9 contains 10377 members 
Mstep: Class 10 contains 11982 members 
Mstep: Class 11 contains 7132 members 
Mstep: Class 12 contains 24315 members 
Mstep: Class 13 contains 4011 members 
Mstep: Class 14 contains 4383 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 16 contains 37952 members 
Mstep: Class 17 contains 35050 members 
Mstep: Class 18 contains 11032 members 
Mstep: Class 19 contains 7380 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 36776 members 
Mstep: Class 22 contains 5588 members 
Mstep: Class 23 contains 4454 members 
Mstep: Class 24 contains 6427 members 
Mstep: Class 25 contains 14703 members 
Mstep: Class 26 contains 3672 members 
Mstep: Class 27 contains 18528 members 
Mstep: Class 28 contains 9026 members 
Mstep: Class 29 contains 10739 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 5024 members 
Mstep: Class 32 contains 106232 members 
Mstep: Class 33 contains 18903 members 
Mstep: Class 34 contains 8891 members 
Mstep: Class 35 contains 36561 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 37561 members 
Mstep: Class 38 contains 14876 members 
Mstep: Class 39 contains 17590 members 
Mstep: Class 40 contains 5559 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8273 members 
Mstep: Class 43 contains 15077 members 
Mstep: Class 44 contains 4603 members 
Mstep: Class 45 contains 2203 members 
Mstep: Class 46 contains 1746 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 254 members 
Mstep: Class 49 contains 4041 members 
Mstep: Class 50 contains 7332 members 
Mstep: Class 51 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135624.000000 Penalty: 104041.984375
Iteration 316Q: 52 clusters Score -8.813562e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55833 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49683 members 
Mstep: Class 4 contains 10525 members 
Mstep: Class 5 contains 110257 members 
Mstep: Class 6 contains 37667 members 
Mstep: Class 7 contains 37249 members 
Mstep: Class 8 contains 3822 members 
Mstep: Class 9 contains 10377 members 
Mstep: Class 10 contains 11982 members 
Mstep: Class 11 contains 7132 members 
Mstep: Class 12 contains 24315 members 
Mstep: Class 13 contains 4011 members 
Mstep: Class 14 contains 4383 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 16 contains 37952 members 
Mstep: Class 17 contains 35050 members 
Mstep: Class 18 contains 11032 members 
Mstep: Class 19 contains 7380 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 36776 members 
Mstep: Class 22 contains 5588 members 
Mstep: Class 23 contains 4454 members 
Mstep: Class 24 contains 6427 members 
Mstep: Class 25 contains 14703 members 
Mstep: Class 26 contains 3672 members 
Mstep: Class 27 contains 18528 members 
Mstep: Class 28 contains 9026 members 
Mstep: Class 29 contains 10737 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 5024 members 
Mstep: Class 32 contains 106231 members 
Mstep: Class 33 contains 18905 members 
Mstep: Class 34 contains 8891 members 
Mstep: Class 35 contains 36561 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 37561 members 
Mstep: Class 38 contains 14876 members 
Mstep: Class 39 contains 17590 members 
Mstep: Class 40 contains 5559 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8273 members 
Mstep: Class 43 contains 15077 members 
Mstep: Class 44 contains 4603 members 
Mstep: Class 45 contains 2203 members 
Mstep: Class 46 contains 1746 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 254 members 
Mstep: Class 49 contains 4041 members 
Mstep: Class 50 contains 7332 members 
Mstep: Class 51 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135624.000000 Penalty: 104041.984375
Iteration 317Q: 52 clusters Score -8.813562e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55833 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49683 members 
Mstep: Class 4 contains 10525 members 
Mstep: Class 5 contains 110257 members 
Mstep: Class 6 contains 37667 members 
Mstep: Class 7 contains 37249 members 
Mstep: Class 8 contains 3822 members 
Mstep: Class 9 contains 10377 members 
Mstep: Class 10 contains 11982 members 
Mstep: Class 11 contains 7132 members 
Mstep: Class 12 contains 24315 members 
Mstep: Class 13 contains 4011 members 
Mstep: Class 14 contains 4383 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 16 contains 37952 members 
Mstep: Class 17 contains 35050 members 
Mstep: Class 18 contains 11032 members 
Mstep: Class 19 contains 7380 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 36775 members 
Mstep: Class 22 contains 5588 members 
Mstep: Class 23 contains 4454 members 
Mstep: Class 24 contains 6427 members 
Mstep: Class 25 contains 14703 members 
Mstep: Class 26 contains 3672 members 
Mstep: Class 27 contains 18528 members 
Mstep: Class 28 contains 9026 members 
Mstep: Class 29 contains 10737 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 5024 members 
Mstep: Class 32 contains 106231 members 
Mstep: Class 33 contains 18906 members 
Mstep: Class 34 contains 8891 members 
Mstep: Class 35 contains 36561 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 37561 members 
Mstep: Class 38 contains 14876 members 
Mstep: Class 39 contains 17590 members 
Mstep: Class 40 contains 5559 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8273 members 
Mstep: Class 43 contains 15077 members 
Mstep: Class 44 contains 4603 members 
Mstep: Class 45 contains 2203 members 
Mstep: Class 46 contains 1746 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 254 members 
Mstep: Class 49 contains 4041 members 
Mstep: Class 50 contains 7332 members 
Mstep: Class 51 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135624.000000 Penalty: 104041.984375
Iteration 318Q: 52 clusters Score -8.813562e+07 nChanged 0
Entering ConstructFrom: 
Score: -88135624.000000 Penalty: 104041.984375
Entering ConstructFrom: 
Trying to split cluster 1 (55833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55833 members 
Entering Unmasked Estep 
Score: -5585937.000000 Penalty: 1626.401978
	Iteration 0F: 2 clusters Score -5585937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27995 members 
Mstep: Class 2 contains 27838 members 
Entering Unmasked Estep 
Score: -5549386.000000 Penalty: 3252.803955
	Iteration 0F: 3 clusters Score -5549386 nChanged 25888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28967 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -5564100.000000 Penalty: 3252.803955
	Iteration 1F: 3 clusters Score -5564100 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29503 members 
Mstep: Class 2 contains 26330 members 
Entering Unmasked Estep 
Score: -5565096.500000 Penalty: 3252.803955
	Iteration 2Q: 3 clusters Score -5565096 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30275 members 
Mstep: Class 2 contains 25558 members 
Entering Unmasked Estep 
Score: -5566321.500000 Penalty: 3252.803955
	Iteration 3F: 3 clusters Score -5566322 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31343 members 
Mstep: Class 2 contains 24490 members 
Entering Unmasked Estep 
Score: -5567898.000000 Penalty: 3252.803955
	Iteration 4F: 3 clusters Score -5567898 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32758 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -5569866.500000 Penalty: 3252.803955
	Iteration 5F: 3 clusters Score -5569866 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34348 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -5572073.500000 Penalty: 3252.803955
	Iteration 6F: 3 clusters Score -5572074 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35966 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -5574347.000000 Penalty: 3252.803955
	Iteration 7F: 3 clusters Score -5574347 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37440 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -5576315.000000 Penalty: 3252.803955
	Iteration 8F: 3 clusters Score -5576315 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38720 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -5577812.000000 Penalty: 3252.803955
	Iteration 9Q: 3 clusters Score -5577812 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39848 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -5578839.000000 Penalty: 3252.803955
	Iteration 10Q: 3 clusters Score -5578839 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40788 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -5579370.000000 Penalty: 3252.803955
	Iteration 11Q: 3 clusters Score -5579370 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41679 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -5579771.500000 Penalty: 3252.803955
	Iteration 12Q: 3 clusters Score -5579772 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42539 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -5580138.500000 Penalty: 3252.803955
	Iteration 13Q: 3 clusters Score -5580138 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43337 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -5580436.500000 Penalty: 3252.803955
	Iteration 14Q: 3 clusters Score -5580436 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44154 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -5580751.500000 Penalty: 3252.803955
	Iteration 15Q: 3 clusters Score -5580752 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44891 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -5581023.000000 Penalty: 3252.803955
	Iteration 16Q: 3 clusters Score -5581023 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45598 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -5581268.500000 Penalty: 3252.803955
	Iteration 17Q: 3 clusters Score -5581268 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46296 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -5581509.500000 Penalty: 3252.803955
	Iteration 18Q: 3 clusters Score -5581510 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47001 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -5581803.000000 Penalty: 3252.803955
	Iteration 19Q: 3 clusters Score -5581803 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47706 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -5582083.000000 Penalty: 3252.803955
	Iteration 20F: 3 clusters Score -5582083 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48392 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -5582365.500000 Penalty: 3252.803955
	Iteration 21Q: 3 clusters Score -5582366 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49007 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -5582604.500000 Penalty: 3252.803955
	Iteration 22Q: 3 clusters Score -5582604 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49583 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -5582818.500000 Penalty: 3252.803955
	Iteration 23Q: 3 clusters Score -5582818 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50106 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -5583041.000000 Penalty: 3252.803955
	Iteration 24Q: 3 clusters Score -5583041 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50588 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -5583243.000000 Penalty: 3252.803955
	Iteration 25Q: 3 clusters Score -5583243 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51035 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -5583436.500000 Penalty: 3252.803955
	Iteration 26Q: 3 clusters Score -5583436 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51480 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -5583621.000000 Penalty: 3252.803955
	Iteration 27Q: 3 clusters Score -5583621 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51867 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -5583817.500000 Penalty: 3252.803955
	Iteration 28Q: 3 clusters Score -5583818 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52212 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -5583989.000000 Penalty: 3252.803955
	Iteration 29Q: 3 clusters Score -5583989 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52517 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -5584145.000000 Penalty: 3252.803955
	Iteration 30Q: 3 clusters Score -5584145 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52802 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -5584299.000000 Penalty: 3252.803955
	Iteration 31Q: 3 clusters Score -5584299 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53079 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -5584437.500000 Penalty: 3252.803955
	Iteration 32Q: 3 clusters Score -5584438 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53298 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -5584537.500000 Penalty: 3252.803955
	Iteration 33Q: 3 clusters Score -5584538 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53485 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -5584623.500000 Penalty: 3252.803955
	Iteration 34Q: 3 clusters Score -5584624 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53646 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -5584699.500000 Penalty: 3252.803955
	Iteration 35Q: 3 clusters Score -5584700 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53792 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -5584767.000000 Penalty: 3252.803955
	Iteration 36Q: 3 clusters Score -5584767 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53927 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -5584829.000000 Penalty: 3252.803955
	Iteration 37Q: 3 clusters Score -5584829 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54023 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -5584867.500000 Penalty: 3252.803955
	Iteration 38Q: 3 clusters Score -5584868 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54101 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -5584918.500000 Penalty: 3252.803955
	Iteration 39Q: 3 clusters Score -5584918 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54181 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -5584976.500000 Penalty: 3252.803955
	Iteration 40F: 3 clusters Score -5584976 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54251 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -5585027.500000 Penalty: 3252.803955
	Iteration 41Q: 3 clusters Score -5585028 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54300 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -5585033.000000 Penalty: 3252.803955
	Iteration 42Q: 3 clusters Score -5585033 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54348 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -5585070.000000 Penalty: 3252.803955
	Iteration 43Q: 3 clusters Score -5585070 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54384 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -5585096.500000 Penalty: 3252.803955
	Iteration 44Q: 3 clusters Score -5585096 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54411 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -5585117.000000 Penalty: 3252.803955
	Iteration 45Q: 3 clusters Score -5585117 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54430 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -5585136.000000 Penalty: 3252.803955
	Iteration 46Q: 3 clusters Score -5585136 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54444 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -5585142.000000 Penalty: 3252.803955
	Iteration 47Q: 3 clusters Score -5585142 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54458 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -5585161.000000 Penalty: 3252.803955
	Iteration 48Q: 3 clusters Score -5585161 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54468 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -5585172.000000 Penalty: 3252.803955
	Iteration 49Q: 3 clusters Score -5585172 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54488 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -5585172.000000 Penalty: 3252.803955
	Iteration 50Q: 3 clusters Score -5585172 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54500 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -5585178.000000 Penalty: 3252.803955
	Iteration 51Q: 3 clusters Score -5585178 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54513 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -5585183.500000 Penalty: 3252.803955
	Iteration 52Q: 3 clusters Score -5585184 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54524 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -5585180.500000 Penalty: 3252.803955
	Iteration 53Q: 3 clusters Score -5585180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54536 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -5585196.500000 Penalty: 3252.803955
	Iteration 54Q: 3 clusters Score -5585196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54539 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -5585192.500000 Penalty: 3252.803955
	Iteration 55Q: 3 clusters Score -5585192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54544 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -5585191.000000 Penalty: 3252.803955
	Iteration 56Q: 3 clusters Score -5585191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54549 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -5585193.500000 Penalty: 3252.803955
	Iteration 57Q: 3 clusters Score -5585194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54556 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -5585194.500000 Penalty: 3252.803955
	Iteration 58Q: 3 clusters Score -5585194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54564 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -5585198.000000 Penalty: 3252.803955
	Iteration 59Q: 3 clusters Score -5585198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54570 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -5585200.000000 Penalty: 3252.803955
	Iteration 60F: 3 clusters Score -5585200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54573 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -5585198.000000 Penalty: 3252.803955
	Iteration 61Q: 3 clusters Score -5585198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54576 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -5585199.500000 Penalty: 3252.803955
	Iteration 62Q: 3 clusters Score -5585200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54580 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -5585204.500000 Penalty: 3252.803955
	Iteration 63Q: 3 clusters Score -5585204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54585 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -5585207.500000 Penalty: 3252.803955
	Iteration 64Q: 3 clusters Score -5585208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54589 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -5585208.000000 Penalty: 3252.803955
	Iteration 65Q: 3 clusters Score -5585208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54593 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -5585207.000000 Penalty: 3252.803955
	Iteration 66Q: 3 clusters Score -5585207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54595 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -5585209.500000 Penalty: 3252.803955
	Iteration 67Q: 3 clusters Score -5585210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54599 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -5585205.500000 Penalty: 3252.803955
	Iteration 68Q: 3 clusters Score -5585206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54606 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -5585214.500000 Penalty: 3252.803955
	Iteration 69Q: 3 clusters Score -5585214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54607 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -5585211.500000 Penalty: 3252.803955
	Iteration 70Q: 3 clusters Score -5585212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54608 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -5585219.000000 Penalty: 3252.803955
	Iteration 71Q: 3 clusters Score -5585219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54609 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -5585216.000000 Penalty: 3252.803955
	Iteration 72Q: 3 clusters Score -5585216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54609 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -5585213.500000 Penalty: 3252.803955
	Iteration 73Q: 3 clusters Score -5585214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54607 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -5585213.500000 Penalty: 3252.803955
	Iteration 74Q: 3 clusters Score -5585214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54606 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -5585216.000000 Penalty: 3252.803955
	Iteration 75Q: 3 clusters Score -5585216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54607 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -5585218.000000 Penalty: 3252.803955
	Iteration 76Q: 3 clusters Score -5585218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54610 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -5585214.500000 Penalty: 3252.803955
	Iteration 77Q: 3 clusters Score -5585214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54613 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -5585219.000000 Penalty: 3252.803955
	Iteration 78Q: 3 clusters Score -5585219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54615 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -5585216.000000 Penalty: 3252.803955
	Iteration 79Q: 3 clusters Score -5585216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54619 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -5585225.500000 Penalty: 3252.803955
	Iteration 80F: 3 clusters Score -5585226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54622 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -5585223.000000 Penalty: 3252.803955
	Iteration 81Q: 3 clusters Score -5585223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54624 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -5585223.500000 Penalty: 3252.803955
	Iteration 82Q: 3 clusters Score -5585224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54623 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -5585220.000000 Penalty: 3252.803955
	Iteration 83Q: 3 clusters Score -5585220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54623 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -5585220.000000 Penalty: 3252.803955
	Iteration 84F: 3 clusters Score -5585220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Entering Unmasked Estep 
Score: -60388.324219 Penalty: 975.013184
	Iteration 0F: 2 clusters Score -60388.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -59355.792969 Penalty: 1950.026367
	Iteration 0F: 3 clusters Score -59355.79 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -59635.160156 Penalty: 1950.026367
	Iteration 1F: 3 clusters Score -59635.16 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -59721.062500 Penalty: 1950.026367
	Iteration 2F: 3 clusters Score -59721.06 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -59765.664062 Penalty: 1950.026367
	Iteration 3Q: 3 clusters Score -59765.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -59808.000000 Penalty: 1950.026367
	Iteration 4Q: 3 clusters Score -59808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -59845.488281 Penalty: 1950.026367
	Iteration 5Q: 3 clusters Score -59845.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -59870.597656 Penalty: 1950.026367
	Iteration 6Q: 3 clusters Score -59870.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -59887.457031 Penalty: 1950.026367
	Iteration 7Q: 3 clusters Score -59887.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -59902.621094 Penalty: 1950.026367
	Iteration 8Q: 3 clusters Score -59902.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -59912.992188 Penalty: 1950.026367
	Iteration 9Q: 3 clusters Score -59912.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -59924.921875 Penalty: 1950.026367
	Iteration 10Q: 3 clusters Score -59924.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -59928.273438 Penalty: 1950.026367
	Iteration 11Q: 3 clusters Score -59928.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -59929.636719 Penalty: 1950.026367
	Iteration 12Q: 3 clusters Score -59929.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -59932.503906 Penalty: 1950.026367
	Iteration 13Q: 3 clusters Score -59932.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -59932.503906 Penalty: 1950.026367
	Iteration 14F: 3 clusters Score -59932.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (49683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49683 members 
Entering Unmasked Estep 
Score: -4965201.500000 Penalty: 1609.036743
	Iteration 0F: 2 clusters Score -4965202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24888 members 
Mstep: Class 2 contains 24795 members 
Entering Unmasked Estep 
Score: -4932827.000000 Penalty: 3218.073486
	Iteration 0F: 3 clusters Score -4932827 nChanged 23003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -4945618.000000 Penalty: 3218.073486
	Iteration 1F: 3 clusters Score -4945618 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24565 members 
Mstep: Class 2 contains 25118 members 
Entering Unmasked Estep 
Score: -4946350.500000 Penalty: 3218.073486
	Iteration 2Q: 3 clusters Score -4946350 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 25285 members 
Entering Unmasked Estep 
Score: -4947144.500000 Penalty: 3218.073486
	Iteration 3Q: 3 clusters Score -4947144 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -4948062.500000 Penalty: 3218.073486
	Iteration 4Q: 3 clusters Score -4948062 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23935 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
Score: -4948935.000000 Penalty: 3218.073486
	Iteration 5Q: 3 clusters Score -4948935 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 25976 members 
Entering Unmasked Estep 
Score: -4949822.000000 Penalty: 3218.073486
	Iteration 6Q: 3 clusters Score -4949822 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 26254 members 
Entering Unmasked Estep 
Score: -4950677.000000 Penalty: 3218.073486
	Iteration 7Q: 3 clusters Score -4950677 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 26597 members 
Entering Unmasked Estep 
Score: -4951481.500000 Penalty: 3218.073486
	Iteration 8Q: 3 clusters Score -4951482 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 27188 members 
Entering Unmasked Estep 
Score: -4952302.000000 Penalty: 3218.073486
	Iteration 9Q: 3 clusters Score -4952302 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 27891 members 
Entering Unmasked Estep 
Score: -4953321.000000 Penalty: 3218.073486
	Iteration 10Q: 3 clusters Score -4953321 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 28666 members 
Entering Unmasked Estep 
Score: -4954338.500000 Penalty: 3218.073486
	Iteration 11Q: 3 clusters Score -4954338 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 29481 members 
Entering Unmasked Estep 
Score: -4955500.500000 Penalty: 3218.073486
	Iteration 12Q: 3 clusters Score -4955500 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 30293 members 
Entering Unmasked Estep 
Score: -4956722.000000 Penalty: 3218.073486
	Iteration 13Q: 3 clusters Score -4956722 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 31090 members 
Entering Unmasked Estep 
Score: -4957759.500000 Penalty: 3218.073486
	Iteration 14Q: 3 clusters Score -4957760 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 31855 members 
Entering Unmasked Estep 
Score: -4958457.500000 Penalty: 3218.073486
	Iteration 15Q: 3 clusters Score -4958458 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 32561 members 
Entering Unmasked Estep 
Score: -4958911.000000 Penalty: 3218.073486
	Iteration 16Q: 3 clusters Score -4958911 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 33257 members 
Entering Unmasked Estep 
Score: -4959287.500000 Penalty: 3218.073486
	Iteration 17Q: 3 clusters Score -4959288 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 34007 members 
Entering Unmasked Estep 
Score: -4959685.500000 Penalty: 3218.073486
	Iteration 18Q: 3 clusters Score -4959686 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 34808 members 
Entering Unmasked Estep 
Score: -4960133.000000 Penalty: 3218.073486
	Iteration 19Q: 3 clusters Score -4960133 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 35619 members 
Entering Unmasked Estep 
Score: -4960601.000000 Penalty: 3218.073486
	Iteration 20F: 3 clusters Score -4960601 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 36444 members 
Entering Unmasked Estep 
Score: -4961091.500000 Penalty: 3218.073486
	Iteration 21Q: 3 clusters Score -4961092 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 37270 members 
Entering Unmasked Estep 
Score: -4961638.000000 Penalty: 3218.073486
	Iteration 22Q: 3 clusters Score -4961638 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 38077 members 
Entering Unmasked Estep 
Score: -4962203.000000 Penalty: 3218.073486
	Iteration 23Q: 3 clusters Score -4962203 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 38834 members 
Entering Unmasked Estep 
Score: -4962679.500000 Penalty: 3218.073486
	Iteration 24Q: 3 clusters Score -4962680 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 39513 members 
Entering Unmasked Estep 
Score: -4963043.500000 Penalty: 3218.073486
	Iteration 25Q: 3 clusters Score -4963044 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 40071 members 
Entering Unmasked Estep 
Score: -4963308.500000 Penalty: 3218.073486
	Iteration 26Q: 3 clusters Score -4963308 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 40552 members 
Entering Unmasked Estep 
Score: -4963477.500000 Penalty: 3218.073486
	Iteration 27Q: 3 clusters Score -4963478 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 40974 members 
Entering Unmasked Estep 
Score: -4963635.500000 Penalty: 3218.073486
	Iteration 28Q: 3 clusters Score -4963636 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 41355 members 
Entering Unmasked Estep 
Score: -4963785.000000 Penalty: 3218.073486
	Iteration 29Q: 3 clusters Score -4963785 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 41698 members 
Entering Unmasked Estep 
Score: -4963875.500000 Penalty: 3218.073486
	Iteration 30Q: 3 clusters Score -4963876 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 42024 members 
Entering Unmasked Estep 
Score: -4963954.000000 Penalty: 3218.073486
	Iteration 31Q: 3 clusters Score -4963954 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 42303 members 
Entering Unmasked Estep 
Score: -4964021.500000 Penalty: 3218.073486
	Iteration 32Q: 3 clusters Score -4964022 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 42553 members 
Entering Unmasked Estep 
Score: -4964081.000000 Penalty: 3218.073486
	Iteration 33Q: 3 clusters Score -4964081 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 42762 members 
Entering Unmasked Estep 
Score: -4964134.000000 Penalty: 3218.073486
	Iteration 34Q: 3 clusters Score -4964134 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 42939 members 
Entering Unmasked Estep 
Score: -4964174.500000 Penalty: 3218.073486
	Iteration 35Q: 3 clusters Score -4964174 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 43101 members 
Entering Unmasked Estep 
Score: -4964181.500000 Penalty: 3218.073486
	Iteration 36Q: 3 clusters Score -4964182 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 43245 members 
Entering Unmasked Estep 
Score: -4964200.000000 Penalty: 3218.073486
	Iteration 37Q: 3 clusters Score -4964200 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 43368 members 
Entering Unmasked Estep 
Score: -4964238.000000 Penalty: 3218.073486
	Iteration 38Q: 3 clusters Score -4964238 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 43477 members 
Entering Unmasked Estep 
Score: -4964244.000000 Penalty: 3218.073486
	Iteration 39Q: 3 clusters Score -4964244 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 43592 members 
Entering Unmasked Estep 
Score: -4964256.500000 Penalty: 3218.073486
	Iteration 40F: 3 clusters Score -4964256 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 43671 members 
Entering Unmasked Estep 
Score: -4964280.000000 Penalty: 3218.073486
	Iteration 41Q: 3 clusters Score -4964280 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 43754 members 
Entering Unmasked Estep 
Score: -4964299.500000 Penalty: 3218.073486
	Iteration 42Q: 3 clusters Score -4964300 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 43830 members 
Entering Unmasked Estep 
Score: -4964316.500000 Penalty: 3218.073486
	Iteration 43Q: 3 clusters Score -4964316 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 43895 members 
Entering Unmasked Estep 
Score: -4964305.000000 Penalty: 3218.073486
	Iteration 44Q: 3 clusters Score -4964305 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 43949 members 
Entering Unmasked Estep 
Score: -4964308.500000 Penalty: 3218.073486
	Iteration 45Q: 3 clusters Score -4964308 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 43996 members 
Entering Unmasked Estep 
Score: -4964319.500000 Penalty: 3218.073486
	Iteration 46Q: 3 clusters Score -4964320 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 44051 members 
Entering Unmasked Estep 
Score: -4964331.500000 Penalty: 3218.073486
	Iteration 47Q: 3 clusters Score -4964332 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 44092 members 
Entering Unmasked Estep 
Score: -4964331.000000 Penalty: 3218.073486
	Iteration 48Q: 3 clusters Score -4964331 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 44117 members 
Entering Unmasked Estep 
Score: -4964331.000000 Penalty: 3218.073486
	Iteration 49Q: 3 clusters Score -4964331 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 44144 members 
Entering Unmasked Estep 
Score: -4964348.000000 Penalty: 3218.073486
	Iteration 50Q: 3 clusters Score -4964348 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 44177 members 
Entering Unmasked Estep 
Score: -4964367.000000 Penalty: 3218.073486
	Iteration 51Q: 3 clusters Score -4964367 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 44202 members 
Entering Unmasked Estep 
Score: -4964361.500000 Penalty: 3218.073486
	Iteration 52Q: 3 clusters Score -4964362 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 44227 members 
Entering Unmasked Estep 
Score: -4964374.000000 Penalty: 3218.073486
	Iteration 53Q: 3 clusters Score -4964374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 44245 members 
Entering Unmasked Estep 
Score: -4964383.500000 Penalty: 3218.073486
	Iteration 54Q: 3 clusters Score -4964384 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 44260 members 
Entering Unmasked Estep 
Score: -4964374.000000 Penalty: 3218.073486
	Iteration 55Q: 3 clusters Score -4964374 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 44277 members 
Entering Unmasked Estep 
Score: -4964375.000000 Penalty: 3218.073486
	Iteration 56Q: 3 clusters Score -4964375 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 44295 members 
Entering Unmasked Estep 
Score: -4964382.000000 Penalty: 3218.073486
	Iteration 57Q: 3 clusters Score -4964382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 44306 members 
Entering Unmasked Estep 
Score: -4964384.500000 Penalty: 3218.073486
	Iteration 58Q: 3 clusters Score -4964384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 44314 members 
Entering Unmasked Estep 
Score: -4964381.000000 Penalty: 3218.073486
	Iteration 59Q: 3 clusters Score -4964381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 44320 members 
Entering Unmasked Estep 
Score: -4964381.500000 Penalty: 3218.073486
	Iteration 60F: 3 clusters Score -4964382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 44331 members 
Entering Unmasked Estep 
Score: -4964365.500000 Penalty: 3218.073486
	Iteration 61Q: 3 clusters Score -4964366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 44339 members 
Entering Unmasked Estep 
Score: -4964379.000000 Penalty: 3218.073486
	Iteration 62Q: 3 clusters Score -4964379 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 44351 members 
Entering Unmasked Estep 
Score: -4964371.000000 Penalty: 3218.073486
	Iteration 63Q: 3 clusters Score -4964371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 44359 members 
Entering Unmasked Estep 
Score: -4964371.000000 Penalty: 3218.073486
	Iteration 64Q: 3 clusters Score -4964371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 44368 members 
Entering Unmasked Estep 
Score: -4964365.000000 Penalty: 3218.073486
	Iteration 65Q: 3 clusters Score -4964365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 44378 members 
Entering Unmasked Estep 
Score: -4964366.000000 Penalty: 3218.073486
	Iteration 66Q: 3 clusters Score -4964366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 44384 members 
Entering Unmasked Estep 
Score: -4964373.000000 Penalty: 3218.073486
	Iteration 67Q: 3 clusters Score -4964373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 44388 members 
Entering Unmasked Estep 
Score: -4964372.500000 Penalty: 3218.073486
	Iteration 68Q: 3 clusters Score -4964372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 44391 members 
Entering Unmasked Estep 
Score: -4964367.500000 Penalty: 3218.073486
	Iteration 69Q: 3 clusters Score -4964368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 44394 members 
Entering Unmasked Estep 
Score: -4964374.000000 Penalty: 3218.073486
	Iteration 70Q: 3 clusters Score -4964374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 44395 members 
Entering Unmasked Estep 
Score: -4964377.000000 Penalty: 3218.073486
	Iteration 71Q: 3 clusters Score -4964377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 44396 members 
Entering Unmasked Estep 
Score: -4964377.000000 Penalty: 3218.073486
	Iteration 72Q: 3 clusters Score -4964377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 44397 members 
Entering Unmasked Estep 
Score: -4964371.000000 Penalty: 3218.073486
	Iteration 73Q: 3 clusters Score -4964371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 44398 members 
Entering Unmasked Estep 
Score: -4964374.000000 Penalty: 3218.073486
	Iteration 74Q: 3 clusters Score -4964374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 44399 members 
Entering Unmasked Estep 
Score: -4964376.500000 Penalty: 3218.073486
	Iteration 75Q: 3 clusters Score -4964376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 44405 members 
Entering Unmasked Estep 
Score: -4964379.000000 Penalty: 3218.073486
	Iteration 76Q: 3 clusters Score -4964379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 44405 members 
Entering Unmasked Estep 
Score: -4964379.000000 Penalty: 3218.073486
	Iteration 77F: 3 clusters Score -4964379 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Entering Unmasked Estep 
Score: -1063881.250000 Penalty: 1378.112549
	Iteration 0F: 2 clusters Score -1063881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1056793.875000 Penalty: 2756.225098
	Iteration 0F: 3 clusters Score -1056794 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1059256.250000 Penalty: 2756.225098
	Iteration 1F: 3 clusters Score -1059256 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1059723.875000 Penalty: 2756.225098
	Iteration 2F: 3 clusters Score -1059724 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1060163.750000 Penalty: 2756.225098
	Iteration 3F: 3 clusters Score -1060164 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1060568.500000 Penalty: 2756.225098
	Iteration 4F: 3 clusters Score -1060568 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1060960.250000 Penalty: 2756.225098
	Iteration 5F: 3 clusters Score -1060960 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1061294.500000 Penalty: 2756.225098
	Iteration 6Q: 3 clusters Score -1061294 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1061651.000000 Penalty: 2756.225098
	Iteration 7Q: 3 clusters Score -1061651 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1062029.125000 Penalty: 2756.225098
	Iteration 8Q: 3 clusters Score -1062029 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1062410.875000 Penalty: 2756.225098
	Iteration 9Q: 3 clusters Score -1062411 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1062740.500000 Penalty: 2756.225098
	Iteration 10Q: 3 clusters Score -1062740 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1063026.250000 Penalty: 2756.225098
	Iteration 11Q: 3 clusters Score -1063026 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1063326.750000 Penalty: 2756.225098
	Iteration 12Q: 3 clusters Score -1063327 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1063607.375000 Penalty: 2756.225098
	Iteration 13Q: 3 clusters Score -1063607 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1063810.625000 Penalty: 2756.225098
	Iteration 14Q: 3 clusters Score -1063811 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1063928.750000 Penalty: 2756.225098
	Iteration 15Q: 3 clusters Score -1063929 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1063976.750000 Penalty: 2756.225098
	Iteration 16Q: 3 clusters Score -1063977 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1063993.625000 Penalty: 2756.225098
	Iteration 17Q: 3 clusters Score -1063994 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1064005.875000 Penalty: 2756.225098
	Iteration 18Q: 3 clusters Score -1064006 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1064009.875000 Penalty: 2756.225098
	Iteration 19Q: 3 clusters Score -1064010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1064012.375000 Penalty: 2756.225098
	Iteration 20F: 3 clusters Score -1064012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1064012.375000 Penalty: 2756.225098
	Iteration 21Q: 3 clusters Score -1064012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1064014.875000 Penalty: 2756.225098
	Iteration 22Q: 3 clusters Score -1064015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1064013.750000 Penalty: 2756.225098
	Iteration 23Q: 3 clusters Score -1064014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1064014.125000 Penalty: 2756.225098
	Iteration 24Q: 3 clusters Score -1064014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1064014.625000 Penalty: 2756.225098
	Iteration 25Q: 3 clusters Score -1064015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1064014.625000 Penalty: 2756.225098
	Iteration 26F: 3 clusters Score -1064015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55833 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49683 members 
Mstep: Class 4 contains 3902 members 
Mstep: Class 5 contains 110257 members 
Mstep: Class 6 contains 37667 members 
Mstep: Class 7 contains 37249 members 
Mstep: Class 8 contains 3822 members 
Mstep: Class 9 contains 10377 members 
Mstep: Class 10 contains 11982 members 
Mstep: Class 11 contains 7132 members 
Mstep: Class 12 contains 24315 members 
Mstep: Class 13 contains 4011 members 
Mstep: Class 14 contains 4383 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 16 contains 37952 members 
Mstep: Class 17 contains 35050 members 
Mstep: Class 18 contains 11032 members 
Mstep: Class 19 contains 7380 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 36775 members 
Mstep: Class 22 contains 5588 members 
Mstep: Class 23 contains 4454 members 
Mstep: Class 24 contains 6427 members 
Mstep: Class 25 contains 14703 members 
Mstep: Class 26 contains 3672 members 
Mstep: Class 27 contains 18528 members 
Mstep: Class 28 contains 9026 members 
Mstep: Class 29 contains 10737 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 5024 members 
Mstep: Class 32 contains 106231 members 
Mstep: Class 33 contains 18906 members 
Mstep: Class 34 contains 8891 members 
Mstep: Class 35 contains 36561 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 37561 members 
Mstep: Class 38 contains 14876 members 
Mstep: Class 39 contains 17590 members 
Mstep: Class 40 contains 5559 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8273 members 
Mstep: Class 43 contains 15077 members 
Mstep: Class 44 contains 4603 members 
Mstep: Class 45 contains 2203 members 
Mstep: Class 46 contains 1746 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 254 members 
Mstep: Class 49 contains 4041 members 
Mstep: Class 50 contains 7332 members 
Mstep: Class 51 contains 863 members 
Mstep: Class 52 contains 6623 members 
Entering Unmasked Estep 
Score: -88135064.000000 Penalty: 106082.015625
Splitting cluster 4 changes total score from -88135624.000000 to -88135064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (110257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110257 members 
Entering Unmasked Estep 
Score: -11112769.000000 Penalty: 1727.652710
	Iteration 0F: 2 clusters Score -1.111277e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55330 members 
Mstep: Class 2 contains 54927 members 
Entering Unmasked Estep 
Score: -11040155.000000 Penalty: 3455.305420
	Iteration 0F: 3 clusters Score -1.104016e+07 nChanged 52326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57668 members 
Mstep: Class 2 contains 52589 members 
Entering Unmasked Estep 
Score: -11070803.000000 Penalty: 3455.305420
	Iteration 1F: 3 clusters Score -1.10708e+07 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59501 members 
Mstep: Class 2 contains 50756 members 
Entering Unmasked Estep 
Score: -11072336.000000 Penalty: 3455.305420
	Iteration 2Q: 3 clusters Score -1.107234e+07 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62206 members 
Mstep: Class 2 contains 48051 members 
Entering Unmasked Estep 
Score: -11074474.000000 Penalty: 3455.305420
	Iteration 3Q: 3 clusters Score -1.107447e+07 nChanged 5826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65790 members 
Mstep: Class 2 contains 44467 members 
Entering Unmasked Estep 
Score: -11077377.000000 Penalty: 3455.305420
	Iteration 4F: 3 clusters Score -1.107738e+07 nChanged 6625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70293 members 
Mstep: Class 2 contains 39964 members 
Entering Unmasked Estep 
Score: -11081376.000000 Penalty: 3455.305420
	Iteration 5F: 3 clusters Score -1.108138e+07 nChanged 7131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75544 members 
Mstep: Class 2 contains 34713 members 
Entering Unmasked Estep 
Score: -11086323.000000 Penalty: 3455.305420
	Iteration 6F: 3 clusters Score -1.108632e+07 nChanged 6839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80811 members 
Mstep: Class 2 contains 29446 members 
Entering Unmasked Estep 
Score: -11091365.000000 Penalty: 3455.305420
	Iteration 7F: 3 clusters Score -1.109136e+07 nChanged 5901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85342 members 
Mstep: Class 2 contains 24915 members 
Entering Unmasked Estep 
Score: -11096007.000000 Penalty: 3455.305420
	Iteration 8F: 3 clusters Score -1.109601e+07 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88837 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -11099198.000000 Penalty: 3455.305420
	Iteration 9Q: 3 clusters Score -1.10992e+07 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91712 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -11101316.000000 Penalty: 3455.305420
	Iteration 10Q: 3 clusters Score -1.110132e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94105 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -11102686.000000 Penalty: 3455.305420
	Iteration 11Q: 3 clusters Score -1.110269e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96309 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -11103878.000000 Penalty: 3455.305420
	Iteration 12Q: 3 clusters Score -1.110388e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98294 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -11104960.000000 Penalty: 3455.305420
	Iteration 13Q: 3 clusters Score -1.110496e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100150 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -11105984.000000 Penalty: 3455.305420
	Iteration 14Q: 3 clusters Score -1.110598e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101795 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -11106982.000000 Penalty: 3455.305420
	Iteration 15Q: 3 clusters Score -1.110698e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103241 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -11107770.000000 Penalty: 3455.305420
	Iteration 16Q: 3 clusters Score -1.110777e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104526 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -11108532.000000 Penalty: 3455.305420
	Iteration 17Q: 3 clusters Score -1.110853e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105619 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -11109174.000000 Penalty: 3455.305420
	Iteration 18Q: 3 clusters Score -1.110917e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106456 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -11109652.000000 Penalty: 3455.305420
	Iteration 19Q: 3 clusters Score -1.110965e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107114 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -11110002.000000 Penalty: 3455.305420
	Iteration 20F: 3 clusters Score -1.111e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107658 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -11110343.000000 Penalty: 3455.305420
	Iteration 21Q: 3 clusters Score -1.111034e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108100 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -11110623.000000 Penalty: 3455.305420
	Iteration 22Q: 3 clusters Score -1.111062e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108410 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -11110774.000000 Penalty: 3455.305420
	Iteration 23Q: 3 clusters Score -1.111077e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108658 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -11110950.000000 Penalty: 3455.305420
	Iteration 24Q: 3 clusters Score -1.111095e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108840 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -11111034.000000 Penalty: 3455.305420
	Iteration 25Q: 3 clusters Score -1.111103e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108976 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -11111119.000000 Penalty: 3455.305420
	Iteration 26Q: 3 clusters Score -1.111112e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109081 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -11111160.000000 Penalty: 3455.305420
	Iteration 27Q: 3 clusters Score -1.111116e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109173 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -11111193.000000 Penalty: 3455.305420
	Iteration 28Q: 3 clusters Score -1.111119e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109244 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -11111246.000000 Penalty: 3455.305420
	Iteration 29Q: 3 clusters Score -1.111125e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109304 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -11111284.000000 Penalty: 3455.305420
	Iteration 30Q: 3 clusters Score -1.111128e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109352 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -11111303.000000 Penalty: 3455.305420
	Iteration 31Q: 3 clusters Score -1.11113e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109390 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -11111322.000000 Penalty: 3455.305420
	Iteration 32Q: 3 clusters Score -1.111132e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109430 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -11111346.000000 Penalty: 3455.305420
	Iteration 33Q: 3 clusters Score -1.111135e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109459 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -11111358.000000 Penalty: 3455.305420
	Iteration 34Q: 3 clusters Score -1.111136e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109484 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -11111370.000000 Penalty: 3455.305420
	Iteration 35Q: 3 clusters Score -1.111137e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109499 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -11111379.000000 Penalty: 3455.305420
	Iteration 36Q: 3 clusters Score -1.111138e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109515 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -11111398.000000 Penalty: 3455.305420
	Iteration 37Q: 3 clusters Score -1.11114e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109525 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -11111397.000000 Penalty: 3455.305420
	Iteration 38Q: 3 clusters Score -1.11114e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109529 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -11111406.000000 Penalty: 3455.305420
	Iteration 39Q: 3 clusters Score -1.111141e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109533 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -11111414.000000 Penalty: 3455.305420
	Iteration 40F: 3 clusters Score -1.111141e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109536 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -11111409.000000 Penalty: 3455.305420
	Iteration 41Q: 3 clusters Score -1.111141e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109540 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -11111403.000000 Penalty: 3455.305420
	Iteration 42Q: 3 clusters Score -1.11114e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109541 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -11111409.000000 Penalty: 3455.305420
	Iteration 43Q: 3 clusters Score -1.111141e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109542 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -11111410.000000 Penalty: 3455.305420
	Iteration 44Q: 3 clusters Score -1.111141e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109544 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -11111410.000000 Penalty: 3455.305420
	Iteration 45Q: 3 clusters Score -1.111141e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109545 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -11111410.000000 Penalty: 3455.305420
	Iteration 46Q: 3 clusters Score -1.111141e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109545 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -11111410.000000 Penalty: 3455.305420
	Iteration 47F: 3 clusters Score -1.111141e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (37667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37667 members 
Entering Unmasked Estep 
Score: -3882371.000000 Penalty: 1567.837158
	Iteration 0F: 2 clusters Score -3882371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -3857853.250000 Penalty: 3135.674316
	Iteration 0F: 3 clusters Score -3857853 nChanged 17106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -3867441.250000 Penalty: 3135.674316
	Iteration 1F: 3 clusters Score -3867441 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -3868245.750000 Penalty: 3135.674316
	Iteration 2F: 3 clusters Score -3868246 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -3869262.250000 Penalty: 3135.674316
	Iteration 3F: 3 clusters Score -3869262 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -3870548.500000 Penalty: 3135.674316
	Iteration 4F: 3 clusters Score -3870548 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -3872146.000000 Penalty: 3135.674316
	Iteration 5F: 3 clusters Score -3872146 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26933 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -3873953.250000 Penalty: 3135.674316
	Iteration 6F: 3 clusters Score -3873953 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28636 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -3875525.750000 Penalty: 3135.674316
	Iteration 7F: 3 clusters Score -3875526 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30111 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -3876802.500000 Penalty: 3135.674316
	Iteration 8F: 3 clusters Score -3876802 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31298 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -3877708.500000 Penalty: 3135.674316
	Iteration 9Q: 3 clusters Score -3877708 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32275 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -3878427.000000 Penalty: 3135.674316
	Iteration 10Q: 3 clusters Score -3878427 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33086 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -3879065.000000 Penalty: 3135.674316
	Iteration 11Q: 3 clusters Score -3879065 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33750 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -3879569.000000 Penalty: 3135.674316
	Iteration 12Q: 3 clusters Score -3879569 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34259 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -3879998.750000 Penalty: 3135.674316
	Iteration 13Q: 3 clusters Score -3879999 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34627 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -3880315.000000 Penalty: 3135.674316
	Iteration 14Q: 3 clusters Score -3880315 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34917 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -3880569.750000 Penalty: 3135.674316
	Iteration 15Q: 3 clusters Score -3880570 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35118 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -3880737.750000 Penalty: 3135.674316
	Iteration 16Q: 3 clusters Score -3880738 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35262 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -3880845.250000 Penalty: 3135.674316
	Iteration 17Q: 3 clusters Score -3880845 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35389 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -3880945.250000 Penalty: 3135.674316
	Iteration 18Q: 3 clusters Score -3880945 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35504 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -3881032.750000 Penalty: 3135.674316
	Iteration 19Q: 3 clusters Score -3881033 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35587 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -3881087.750000 Penalty: 3135.674316
	Iteration 20F: 3 clusters Score -3881088 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35647 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -3881133.000000 Penalty: 3135.674316
	Iteration 21Q: 3 clusters Score -3881133 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35708 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -3881182.750000 Penalty: 3135.674316
	Iteration 22Q: 3 clusters Score -3881183 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35762 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -3881214.000000 Penalty: 3135.674316
	Iteration 23Q: 3 clusters Score -3881214 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35819 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -3881235.500000 Penalty: 3135.674316
	Iteration 24Q: 3 clusters Score -3881236 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35873 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -3881279.250000 Penalty: 3135.674316
	Iteration 25Q: 3 clusters Score -3881279 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35908 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -3881286.500000 Penalty: 3135.674316
	Iteration 26Q: 3 clusters Score -3881286 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35941 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -3881305.750000 Penalty: 3135.674316
	Iteration 27Q: 3 clusters Score -3881306 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35958 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -3881320.250000 Penalty: 3135.674316
	Iteration 28Q: 3 clusters Score -3881320 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35978 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -3881338.250000 Penalty: 3135.674316
	Iteration 29Q: 3 clusters Score -3881338 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35986 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -3881349.000000 Penalty: 3135.674316
	Iteration 30Q: 3 clusters Score -3881349 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35988 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -3881349.500000 Penalty: 3135.674316
	Iteration 31Q: 3 clusters Score -3881350 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35996 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -3881351.250000 Penalty: 3135.674316
	Iteration 32Q: 3 clusters Score -3881351 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36005 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -3881360.750000 Penalty: 3135.674316
	Iteration 33Q: 3 clusters Score -3881361 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36009 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -3881365.000000 Penalty: 3135.674316
	Iteration 34Q: 3 clusters Score -3881365 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36013 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -3881372.500000 Penalty: 3135.674316
	Iteration 35Q: 3 clusters Score -3881372 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36019 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -3881378.000000 Penalty: 3135.674316
	Iteration 36Q: 3 clusters Score -3881378 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36025 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -3881378.250000 Penalty: 3135.674316
	Iteration 37Q: 3 clusters Score -3881378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36029 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -3881382.250000 Penalty: 3135.674316
	Iteration 38Q: 3 clusters Score -3881382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36032 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -3881380.500000 Penalty: 3135.674316
	Iteration 39Q: 3 clusters Score -3881380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36037 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -3881377.500000 Penalty: 3135.674316
	Iteration 40F: 3 clusters Score -3881378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36044 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -3881377.750000 Penalty: 3135.674316
	Iteration 41Q: 3 clusters Score -3881378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36046 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -3881381.250000 Penalty: 3135.674316
	Iteration 42Q: 3 clusters Score -3881381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36046 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -3881388.750000 Penalty: 3135.674316
	Iteration 43Q: 3 clusters Score -3881389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36051 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -3881385.750000 Penalty: 3135.674316
	Iteration 44Q: 3 clusters Score -3881386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36056 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -3881385.750000 Penalty: 3135.674316
	Iteration 45Q: 3 clusters Score -3881386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36060 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -3881387.000000 Penalty: 3135.674316
	Iteration 46Q: 3 clusters Score -3881387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36062 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -3881386.250000 Penalty: 3135.674316
	Iteration 47Q: 3 clusters Score -3881386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36065 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -3881393.000000 Penalty: 3135.674316
	Iteration 48Q: 3 clusters Score -3881393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36068 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -3881399.250000 Penalty: 3135.674316
	Iteration 49Q: 3 clusters Score -3881399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36067 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -3881399.750000 Penalty: 3135.674316
	Iteration 50Q: 3 clusters Score -3881400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36066 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -3881398.750000 Penalty: 3135.674316
	Iteration 51Q: 3 clusters Score -3881399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36067 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -3881401.500000 Penalty: 3135.674316
	Iteration 52Q: 3 clusters Score -3881402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36067 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -3881401.500000 Penalty: 3135.674316
	Iteration 53F: 3 clusters Score -3881402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (37249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37249 members 
Entering Unmasked Estep 
Score: -3541224.000000 Penalty: 1566.176636
	Iteration 0F: 2 clusters Score -3541224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -3517118.250000 Penalty: 3132.353271
	Iteration 0F: 3 clusters Score -3517118 nChanged 16771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -3526278.250000 Penalty: 3132.353271
	Iteration 1F: 3 clusters Score -3526278 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -3526969.000000 Penalty: 3132.353271
	Iteration 2F: 3 clusters Score -3526969 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -3527784.000000 Penalty: 3132.353271
	Iteration 3Q: 3 clusters Score -3527784 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -3528739.250000 Penalty: 3132.353271
	Iteration 4F: 3 clusters Score -3528739 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 24999 members 
Entering Unmasked Estep 
Score: -3529993.000000 Penalty: 3132.353271
	Iteration 5F: 3 clusters Score -3529993 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
Score: -3531650.250000 Penalty: 3132.353271
	Iteration 6F: 3 clusters Score -3531650 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 29471 members 
Entering Unmasked Estep 
Score: -3533677.750000 Penalty: 3132.353271
	Iteration 7F: 3 clusters Score -3533678 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 31844 members 
Entering Unmasked Estep 
Score: -3535826.250000 Penalty: 3132.353271
	Iteration 8F: 3 clusters Score -3535826 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 33755 members 
Entering Unmasked Estep 
Score: -3537482.250000 Penalty: 3132.353271
	Iteration 9F: 3 clusters Score -3537482 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 35033 members 
Entering Unmasked Estep 
Score: -3538593.750000 Penalty: 3132.353271
	Iteration 10Q: 3 clusters Score -3538594 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 35826 members 
Entering Unmasked Estep 
Score: -3539246.000000 Penalty: 3132.353271
	Iteration 11Q: 3 clusters Score -3539246 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 36237 members 
Entering Unmasked Estep 
Score: -3539616.000000 Penalty: 3132.353271
	Iteration 12Q: 3 clusters Score -3539616 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 36452 members 
Entering Unmasked Estep 
Score: -3539800.000000 Penalty: 3132.353271
	Iteration 13Q: 3 clusters Score -3539800 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 36580 members 
Entering Unmasked Estep 
Score: -3539904.500000 Penalty: 3132.353271
	Iteration 14Q: 3 clusters Score -3539904 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 36652 members 
Entering Unmasked Estep 
Score: -3539963.000000 Penalty: 3132.353271
	Iteration 15Q: 3 clusters Score -3539963 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 36693 members 
Entering Unmasked Estep 
Score: -3540021.250000 Penalty: 3132.353271
	Iteration 16Q: 3 clusters Score -3540021 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 36717 members 
Entering Unmasked Estep 
Score: -3540052.250000 Penalty: 3132.353271
	Iteration 17Q: 3 clusters Score -3540052 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 36734 members 
Entering Unmasked Estep 
Score: -3540060.250000 Penalty: 3132.353271
	Iteration 18Q: 3 clusters Score -3540060 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 36745 members 
Entering Unmasked Estep 
Score: -3540081.000000 Penalty: 3132.353271
	Iteration 19Q: 3 clusters Score -3540081 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 36754 members 
Entering Unmasked Estep 
Score: -3540095.250000 Penalty: 3132.353271
	Iteration 20F: 3 clusters Score -3540095 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 36764 members 
Entering Unmasked Estep 
Score: -3540107.250000 Penalty: 3132.353271
	Iteration 21Q: 3 clusters Score -3540107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 36772 members 
Entering Unmasked Estep 
Score: -3540109.500000 Penalty: 3132.353271
	Iteration 22Q: 3 clusters Score -3540110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 36776 members 
Entering Unmasked Estep 
Score: -3540112.750000 Penalty: 3132.353271
	Iteration 23Q: 3 clusters Score -3540113 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 36786 members 
Entering Unmasked Estep 
Score: -3540124.250000 Penalty: 3132.353271
	Iteration 24Q: 3 clusters Score -3540124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 36796 members 
Entering Unmasked Estep 
Score: -3540130.750000 Penalty: 3132.353271
	Iteration 25Q: 3 clusters Score -3540131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 36802 members 
Entering Unmasked Estep 
Score: -3540138.000000 Penalty: 3132.353271
	Iteration 26Q: 3 clusters Score -3540138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 36801 members 
Entering Unmasked Estep 
Score: -3540147.750000 Penalty: 3132.353271
	Iteration 27Q: 3 clusters Score -3540148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 36803 members 
Entering Unmasked Estep 
Score: -3540150.750000 Penalty: 3132.353271
	Iteration 28Q: 3 clusters Score -3540151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 36809 members 
Entering Unmasked Estep 
Score: -3540157.250000 Penalty: 3132.353271
	Iteration 29Q: 3 clusters Score -3540157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 36814 members 
Entering Unmasked Estep 
Score: -3540163.000000 Penalty: 3132.353271
	Iteration 30Q: 3 clusters Score -3540163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 36815 members 
Entering Unmasked Estep 
Score: -3540165.500000 Penalty: 3132.353271
	Iteration 31Q: 3 clusters Score -3540166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 36814 members 
Entering Unmasked Estep 
Score: -3540170.250000 Penalty: 3132.353271
	Iteration 32Q: 3 clusters Score -3540170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 36814 members 
Entering Unmasked Estep 
Score: -3540173.750000 Penalty: 3132.353271
	Iteration 33Q: 3 clusters Score -3540174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 36813 members 
Entering Unmasked Estep 
Score: -3540172.500000 Penalty: 3132.353271
	Iteration 34Q: 3 clusters Score -3540172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 36813 members 
Entering Unmasked Estep 
Score: -3540172.500000 Penalty: 3132.353271
	Iteration 35F: 3 clusters Score -3540172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Entering Unmasked Estep 
Score: -365744.968750 Penalty: 1227.381226
	Iteration 0F: 2 clusters Score -365745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -362834.343750 Penalty: 2454.762451
	Iteration 0F: 3 clusters Score -362834.3 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -363706.031250 Penalty: 2454.762451
	Iteration 1F: 3 clusters Score -363706 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -363931.156250 Penalty: 2454.762451
	Iteration 2F: 3 clusters Score -363931.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -364070.187500 Penalty: 2454.762451
	Iteration 3F: 3 clusters Score -364070.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -364176.781250 Penalty: 2454.762451
	Iteration 4Q: 3 clusters Score -364176.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -364257.187500 Penalty: 2454.762451
	Iteration 5Q: 3 clusters Score -364257.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -364320.000000 Penalty: 2454.762451
	Iteration 6Q: 3 clusters Score -364320 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -364372.875000 Penalty: 2454.762451
	Iteration 7Q: 3 clusters Score -364372.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -364418.843750 Penalty: 2454.762451
	Iteration 8Q: 3 clusters Score -364418.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -364459.968750 Penalty: 2454.762451
	Iteration 9Q: 3 clusters Score -364460 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -364499.343750 Penalty: 2454.762451
	Iteration 10Q: 3 clusters Score -364499.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -364533.500000 Penalty: 2454.762451
	Iteration 11Q: 3 clusters Score -364533.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -364568.000000 Penalty: 2454.762451
	Iteration 12Q: 3 clusters Score -364568 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -364601.281250 Penalty: 2454.762451
	Iteration 13Q: 3 clusters Score -364601.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -364636.031250 Penalty: 2454.762451
	Iteration 14Q: 3 clusters Score -364636 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -364674.718750 Penalty: 2454.762451
	Iteration 15Q: 3 clusters Score -364674.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -364704.906250 Penalty: 2454.762451
	Iteration 16Q: 3 clusters Score -364704.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -364733.687500 Penalty: 2454.762451
	Iteration 17Q: 3 clusters Score -364733.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -364756.656250 Penalty: 2454.762451
	Iteration 18Q: 3 clusters Score -364756.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -364776.281250 Penalty: 2454.762451
	Iteration 19Q: 3 clusters Score -364776.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -364789.218750 Penalty: 2454.762451
	Iteration 20F: 3 clusters Score -364789.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -364798.375000 Penalty: 2454.762451
	Iteration 21Q: 3 clusters Score -364798.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -364805.281250 Penalty: 2454.762451
	Iteration 22Q: 3 clusters Score -364805.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -364810.562500 Penalty: 2454.762451
	Iteration 23Q: 3 clusters Score -364810.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -364817.093750 Penalty: 2454.762451
	Iteration 24Q: 3 clusters Score -364817.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -364822.750000 Penalty: 2454.762451
	Iteration 25Q: 3 clusters Score -364822.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -364830.062500 Penalty: 2454.762451
	Iteration 26Q: 3 clusters Score -364830.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -364834.218750 Penalty: 2454.762451
	Iteration 27Q: 3 clusters Score -364834.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -364839.031250 Penalty: 2454.762451
	Iteration 28Q: 3 clusters Score -364839 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -364842.562500 Penalty: 2454.762451
	Iteration 29Q: 3 clusters Score -364842.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -364847.437500 Penalty: 2454.762451
	Iteration 30Q: 3 clusters Score -364847.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -364851.031250 Penalty: 2454.762451
	Iteration 31Q: 3 clusters Score -364851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -364853.812500 Penalty: 2454.762451
	Iteration 32Q: 3 clusters Score -364853.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -364854.187500 Penalty: 2454.762451
	Iteration 33Q: 3 clusters Score -364854.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -364855.687500 Penalty: 2454.762451
	Iteration 34Q: 3 clusters Score -364855.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -364859.000000 Penalty: 2454.762451
	Iteration 35Q: 3 clusters Score -364859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -364864.468750 Penalty: 2454.762451
	Iteration 36Q: 3 clusters Score -364864.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -364869.312500 Penalty: 2454.762451
	Iteration 37Q: 3 clusters Score -364869.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -364875.687500 Penalty: 2454.762451
	Iteration 38Q: 3 clusters Score -364875.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -364881.281250 Penalty: 2454.762451
	Iteration 39Q: 3 clusters Score -364881.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -364889.968750 Penalty: 2454.762451
	Iteration 40F: 3 clusters Score -364890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -364895.375000 Penalty: 2454.762451
	Iteration 41Q: 3 clusters Score -364895.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -364905.093750 Penalty: 2454.762451
	Iteration 42Q: 3 clusters Score -364905.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -364909.500000 Penalty: 2454.762451
	Iteration 43Q: 3 clusters Score -364909.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -364914.531250 Penalty: 2454.762451
	Iteration 44Q: 3 clusters Score -364914.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -364917.875000 Penalty: 2454.762451
	Iteration 45Q: 3 clusters Score -364917.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -364923.062500 Penalty: 2454.762451
	Iteration 46Q: 3 clusters Score -364923.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -364927.468750 Penalty: 2454.762451
	Iteration 47Q: 3 clusters Score -364927.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -364929.875000 Penalty: 2454.762451
	Iteration 48Q: 3 clusters Score -364929.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -364931.656250 Penalty: 2454.762451
	Iteration 49Q: 3 clusters Score -364931.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -364933.531250 Penalty: 2454.762451
	Iteration 50Q: 3 clusters Score -364933.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -364937.625000 Penalty: 2454.762451
	Iteration 51Q: 3 clusters Score -364937.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -364940.625000 Penalty: 2454.762451
	Iteration 52Q: 3 clusters Score -364940.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -364942.781250 Penalty: 2454.762451
	Iteration 53Q: 3 clusters Score -364942.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -364943.500000 Penalty: 2454.762451
	Iteration 54Q: 3 clusters Score -364943.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -364943.500000 Penalty: 2454.762451
	Iteration 55F: 3 clusters Score -364943.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Entering Unmasked Estep 
Score: -1088184.000000 Penalty: 1376.005249
	Iteration 0F: 2 clusters Score -1088184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1081134.875000 Penalty: 2752.010498
	Iteration 0F: 3 clusters Score -1081135 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1083429.000000 Penalty: 2752.010498
	Iteration 1F: 3 clusters Score -1083429 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1083713.375000 Penalty: 2752.010498
	Iteration 2F: 3 clusters Score -1083713 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1083938.000000 Penalty: 2752.010498
	Iteration 3Q: 3 clusters Score -1083938 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1084120.250000 Penalty: 2752.010498
	Iteration 4Q: 3 clusters Score -1084120 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1084317.000000 Penalty: 2752.010498
	Iteration 5Q: 3 clusters Score -1084317 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1084517.250000 Penalty: 2752.010498
	Iteration 6Q: 3 clusters Score -1084517 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1084711.000000 Penalty: 2752.010498
	Iteration 7Q: 3 clusters Score -1084711 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1084914.250000 Penalty: 2752.010498
	Iteration 8Q: 3 clusters Score -1084914 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1085173.375000 Penalty: 2752.010498
	Iteration 9Q: 3 clusters Score -1085173 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1085464.250000 Penalty: 2752.010498
	Iteration 10Q: 3 clusters Score -1085464 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1085734.875000 Penalty: 2752.010498
	Iteration 11Q: 3 clusters Score -1085735 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1085973.250000 Penalty: 2752.010498
	Iteration 12Q: 3 clusters Score -1085973 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1086184.000000 Penalty: 2752.010498
	Iteration 13Q: 3 clusters Score -1086184 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1086353.250000 Penalty: 2752.010498
	Iteration 14Q: 3 clusters Score -1086353 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1086477.750000 Penalty: 2752.010498
	Iteration 15Q: 3 clusters Score -1086478 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1086583.500000 Penalty: 2752.010498
	Iteration 16Q: 3 clusters Score -1086584 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1086684.125000 Penalty: 2752.010498
	Iteration 17Q: 3 clusters Score -1086684 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1086762.125000 Penalty: 2752.010498
	Iteration 18Q: 3 clusters Score -1086762 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1086813.875000 Penalty: 2752.010498
	Iteration 19Q: 3 clusters Score -1086814 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1086881.625000 Penalty: 2752.010498
	Iteration 20F: 3 clusters Score -1086882 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1086920.125000 Penalty: 2752.010498
	Iteration 21Q: 3 clusters Score -1086920 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1086954.375000 Penalty: 2752.010498
	Iteration 22Q: 3 clusters Score -1086954 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1086983.750000 Penalty: 2752.010498
	Iteration 23Q: 3 clusters Score -1086984 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1087003.625000 Penalty: 2752.010498
	Iteration 24Q: 3 clusters Score -1087004 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1087019.875000 Penalty: 2752.010498
	Iteration 25Q: 3 clusters Score -1087020 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1087032.875000 Penalty: 2752.010498
	Iteration 26Q: 3 clusters Score -1087033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1087041.875000 Penalty: 2752.010498
	Iteration 27Q: 3 clusters Score -1087042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1087045.625000 Penalty: 2752.010498
	Iteration 28Q: 3 clusters Score -1087046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1087052.250000 Penalty: 2752.010498
	Iteration 29Q: 3 clusters Score -1087052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1087058.000000 Penalty: 2752.010498
	Iteration 30Q: 3 clusters Score -1087058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1087069.375000 Penalty: 2752.010498
	Iteration 31Q: 3 clusters Score -1087069 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1087081.625000 Penalty: 2752.010498
	Iteration 32Q: 3 clusters Score -1087082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1087090.500000 Penalty: 2752.010498
	Iteration 33Q: 3 clusters Score -1087090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1087096.375000 Penalty: 2752.010498
	Iteration 34Q: 3 clusters Score -1087096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1087099.000000 Penalty: 2752.010498
	Iteration 35Q: 3 clusters Score -1087099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1087099.875000 Penalty: 2752.010498
	Iteration 36Q: 3 clusters Score -1087100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1087101.125000 Penalty: 2752.010498
	Iteration 37Q: 3 clusters Score -1087101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1087100.625000 Penalty: 2752.010498
	Iteration 38Q: 3 clusters Score -1087101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1087100.875000 Penalty: 2752.010498
	Iteration 39Q: 3 clusters Score -1087101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1087104.625000 Penalty: 2752.010498
	Iteration 40F: 3 clusters Score -1087105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1087110.875000 Penalty: 2752.010498
	Iteration 41Q: 3 clusters Score -1087111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1087116.750000 Penalty: 2752.010498
	Iteration 42Q: 3 clusters Score -1087117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1087123.000000 Penalty: 2752.010498
	Iteration 43Q: 3 clusters Score -1087123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1087127.250000 Penalty: 2752.010498
	Iteration 44Q: 3 clusters Score -1087127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1087129.125000 Penalty: 2752.010498
	Iteration 45Q: 3 clusters Score -1087129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1087134.625000 Penalty: 2752.010498
	Iteration 46Q: 3 clusters Score -1087135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1087139.750000 Penalty: 2752.010498
	Iteration 47Q: 3 clusters Score -1087140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1087147.500000 Penalty: 2752.010498
	Iteration 48Q: 3 clusters Score -1087148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1087151.625000 Penalty: 2752.010498
	Iteration 49Q: 3 clusters Score -1087152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1087155.625000 Penalty: 2752.010498
	Iteration 50Q: 3 clusters Score -1087156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1087157.500000 Penalty: 2752.010498
	Iteration 51Q: 3 clusters Score -1087158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1087157.750000 Penalty: 2752.010498
	Iteration 52Q: 3 clusters Score -1087158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1087157.750000 Penalty: 2752.010498
	Iteration 53F: 3 clusters Score -1087158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Entering Unmasked Estep 
Score: -1203010.250000 Penalty: 1397.404785
	Iteration 0F: 2 clusters Score -1203010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1195102.500000 Penalty: 2794.809570
	Iteration 0F: 3 clusters Score -1195102 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1197806.750000 Penalty: 2794.809570
	Iteration 1F: 3 clusters Score -1197807 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1198135.875000 Penalty: 2794.809570
	Iteration 2F: 3 clusters Score -1198136 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1198383.750000 Penalty: 2794.809570
	Iteration 3Q: 3 clusters Score -1198384 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1198576.250000 Penalty: 2794.809570
	Iteration 4Q: 3 clusters Score -1198576 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1198748.750000 Penalty: 2794.809570
	Iteration 5Q: 3 clusters Score -1198749 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1198891.625000 Penalty: 2794.809570
	Iteration 6Q: 3 clusters Score -1198892 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1199021.875000 Penalty: 2794.809570
	Iteration 7Q: 3 clusters Score -1199022 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1199153.875000 Penalty: 2794.809570
	Iteration 8Q: 3 clusters Score -1199154 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1199292.625000 Penalty: 2794.809570
	Iteration 9Q: 3 clusters Score -1199293 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1199463.125000 Penalty: 2794.809570
	Iteration 10Q: 3 clusters Score -1199463 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1199638.500000 Penalty: 2794.809570
	Iteration 11Q: 3 clusters Score -1199638 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1199793.000000 Penalty: 2794.809570
	Iteration 12Q: 3 clusters Score -1199793 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1199956.875000 Penalty: 2794.809570
	Iteration 13Q: 3 clusters Score -1199957 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1200115.875000 Penalty: 2794.809570
	Iteration 14Q: 3 clusters Score -1200116 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1200259.250000 Penalty: 2794.809570
	Iteration 15Q: 3 clusters Score -1200259 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1200408.250000 Penalty: 2794.809570
	Iteration 16Q: 3 clusters Score -1200408 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1200549.000000 Penalty: 2794.809570
	Iteration 17Q: 3 clusters Score -1200549 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1200663.625000 Penalty: 2794.809570
	Iteration 18Q: 3 clusters Score -1200664 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1200744.375000 Penalty: 2794.809570
	Iteration 19Q: 3 clusters Score -1200744 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1200809.000000 Penalty: 2794.809570
	Iteration 20F: 3 clusters Score -1200809 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1200863.750000 Penalty: 2794.809570
	Iteration 21Q: 3 clusters Score -1200864 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1200905.500000 Penalty: 2794.809570
	Iteration 22Q: 3 clusters Score -1200906 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1200942.250000 Penalty: 2794.809570
	Iteration 23Q: 3 clusters Score -1200942 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1200977 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1201009.875000 Penalty: 2794.809570
	Iteration 25Q: 3 clusters Score -1201010 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1201030.750000 Penalty: 2794.809570
	Iteration 26Q: 3 clusters Score -1201031 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1201059.875000 Penalty: 2794.809570
	Iteration 27Q: 3 clusters Score -1201060 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1201093.500000 Penalty: 2794.809570
	Iteration 28Q: 3 clusters Score -1201094 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1201130.625000 Penalty: 2794.809570
	Iteration 29Q: 3 clusters Score -1201131 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1201146.000000 Penalty: 2794.809570
	Iteration 30Q: 3 clusters Score -1201146 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1201168.875000 Penalty: 2794.809570
	Iteration 31Q: 3 clusters Score -1201169 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1201186.375000 Penalty: 2794.809570
	Iteration 32Q: 3 clusters Score -1201186 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1201202.250000 Penalty: 2794.809570
	Iteration 33Q: 3 clusters Score -1201202 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1201218 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1201229.750000 Penalty: 2794.809570
	Iteration 35Q: 3 clusters Score -1201230 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1201246 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1201257.250000 Penalty: 2794.809570
	Iteration 37Q: 3 clusters Score -1201257 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1201269 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1201281.125000 Penalty: 2794.809570
	Iteration 39Q: 3 clusters Score -1201281 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1201292.125000 Penalty: 2794.809570
	Iteration 40F: 3 clusters Score -1201292 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1201300.875000 Penalty: 2794.809570
	Iteration 41Q: 3 clusters Score -1201301 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1201311.000000 Penalty: 2794.809570
	Iteration 42Q: 3 clusters Score -1201311 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1201321.625000 Penalty: 2794.809570
	Iteration 43Q: 3 clusters Score -1201322 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1201326.500000 Penalty: 2794.809570
	Iteration 44Q: 3 clusters Score -1201326 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1201332.750000 Penalty: 2794.809570
	Iteration 45Q: 3 clusters Score -1201333 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1201336.750000 Penalty: 2794.809570
	Iteration 46Q: 3 clusters Score -1201337 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1201337.875000 Penalty: 2794.809570
	Iteration 47Q: 3 clusters Score -1201338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1201340.875000 Penalty: 2794.809570
	Iteration 48Q: 3 clusters Score -1201341 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1201347.875000 Penalty: 2794.809570
	Iteration 49Q: 3 clusters Score -1201348 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1201355.750000 Penalty: 2794.809570
	Iteration 50Q: 3 clusters Score -1201356 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1201359.125000 Penalty: 2794.809570
	Iteration 51Q: 3 clusters Score -1201359 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1201366.000000 Penalty: 2794.809570
	Iteration 52Q: 3 clusters Score -1201366 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1201373.250000 Penalty: 2794.809570
	Iteration 53Q: 3 clusters Score -1201373 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1201376.250000 Penalty: 2794.809570
	Iteration 54Q: 3 clusters Score -1201376 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1201382.750000 Penalty: 2794.809570
	Iteration 55Q: 3 clusters Score -1201383 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1201394.125000 Penalty: 2794.809570
	Iteration 56Q: 3 clusters Score -1201394 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1201403.375000 Penalty: 2794.809570
	Iteration 57Q: 3 clusters Score -1201403 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1201412.500000 Penalty: 2794.809570
	Iteration 58Q: 3 clusters Score -1201412 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1201419.125000 Penalty: 2794.809570
	Iteration 59Q: 3 clusters Score -1201419 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1201430.250000 Penalty: 2794.809570
	Iteration 60F: 3 clusters Score -1201430 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1201431.250000 Penalty: 2794.809570
	Iteration 61Q: 3 clusters Score -1201431 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1201440.125000 Penalty: 2794.809570
	Iteration 62Q: 3 clusters Score -1201440 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1201441.250000 Penalty: 2794.809570
	Iteration 63Q: 3 clusters Score -1201441 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1201446.875000 Penalty: 2794.809570
	Iteration 64Q: 3 clusters Score -1201447 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1201458.500000 Penalty: 2794.809570
	Iteration 65Q: 3 clusters Score -1201458 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1201465.375000 Penalty: 2794.809570
	Iteration 66Q: 3 clusters Score -1201465 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1201472.250000 Penalty: 2794.809570
	Iteration 67Q: 3 clusters Score -1201472 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1201479.500000 Penalty: 2794.809570
	Iteration 68Q: 3 clusters Score -1201480 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1201491.750000 Penalty: 2794.809570
	Iteration 69Q: 3 clusters Score -1201492 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1201501.875000 Penalty: 2794.809570
	Iteration 70Q: 3 clusters Score -1201502 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1201514.250000 Penalty: 2794.809570
	Iteration 71Q: 3 clusters Score -1201514 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1201518.000000 Penalty: 2794.809570
	Iteration 72Q: 3 clusters Score -1201518 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1201524.000000 Penalty: 2794.809570
	Iteration 73Q: 3 clusters Score -1201524 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1201531.625000 Penalty: 2794.809570
	Iteration 74Q: 3 clusters Score -1201532 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1201542.250000 Penalty: 2794.809570
	Iteration 75Q: 3 clusters Score -1201542 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1201548.250000 Penalty: 2794.809570
	Iteration 76Q: 3 clusters Score -1201548 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1201553.250000 Penalty: 2794.809570
	Iteration 77Q: 3 clusters Score -1201553 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1201561.000000 Penalty: 2794.809570
	Iteration 78Q: 3 clusters Score -1201561 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1201566.625000 Penalty: 2794.809570
	Iteration 79Q: 3 clusters Score -1201567 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1201576.875000 Penalty: 2794.809570
	Iteration 80F: 3 clusters Score -1201577 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1201586.000000 Penalty: 2794.809570
	Iteration 81Q: 3 clusters Score -1201586 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1201601.875000 Penalty: 2794.809570
	Iteration 82Q: 3 clusters Score -1201602 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1201613.625000 Penalty: 2794.809570
	Iteration 83Q: 3 clusters Score -1201614 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1201624.125000 Penalty: 2794.809570
	Iteration 84Q: 3 clusters Score -1201624 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1201640.625000 Penalty: 2794.809570
	Iteration 85Q: 3 clusters Score -1201641 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1201653.125000 Penalty: 2794.809570
	Iteration 86Q: 3 clusters Score -1201653 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1201660.125000 Penalty: 2794.809570
	Iteration 87Q: 3 clusters Score -1201660 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1201670.625000 Penalty: 2794.809570
	Iteration 88Q: 3 clusters Score -1201671 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1201674.625000 Penalty: 2794.809570
	Iteration 89Q: 3 clusters Score -1201675 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1201684.500000 Penalty: 2794.809570
	Iteration 90Q: 3 clusters Score -1201684 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1201692.875000 Penalty: 2794.809570
	Iteration 91Q: 3 clusters Score -1201693 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1201703.125000 Penalty: 2794.809570
	Iteration 92Q: 3 clusters Score -1201703 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1201717.875000 Penalty: 2794.809570
	Iteration 93Q: 3 clusters Score -1201718 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1201735.625000 Penalty: 2794.809570
	Iteration 94Q: 3 clusters Score -1201736 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1201746.500000 Penalty: 2794.809570
	Iteration 95Q: 3 clusters Score -1201746 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1201754.375000 Penalty: 2794.809570
	Iteration 96Q: 3 clusters Score -1201754 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1201765.500000 Penalty: 2794.809570
	Iteration 97Q: 3 clusters Score -1201766 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1201776.375000 Penalty: 2794.809570
	Iteration 98Q: 3 clusters Score -1201776 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1201791.000000 Penalty: 2794.809570
	Iteration 99Q: 3 clusters Score -1201791 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1201795.750000 Penalty: 2794.809570
	Iteration 100F: 3 clusters Score -1201796 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1201807.000000 Penalty: 2794.809570
	Iteration 101Q: 3 clusters Score -1201807 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1201816.125000 Penalty: 2794.809570
	Iteration 102Q: 3 clusters Score -1201816 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1201827.500000 Penalty: 2794.809570
	Iteration 103Q: 3 clusters Score -1201828 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1201835.625000 Penalty: 2794.809570
	Iteration 104Q: 3 clusters Score -1201836 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1201840.250000 Penalty: 2794.809570
	Iteration 105Q: 3 clusters Score -1201840 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1201844.375000 Penalty: 2794.809570
	Iteration 106Q: 3 clusters Score -1201844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1201848.875000 Penalty: 2794.809570
	Iteration 107Q: 3 clusters Score -1201849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1201848.250000 Penalty: 2794.809570
	Iteration 108Q: 3 clusters Score -1201848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1201848.375000 Penalty: 2794.809570
	Iteration 109Q: 3 clusters Score -1201848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1201852.875000 Penalty: 2794.809570
	Iteration 110Q: 3 clusters Score -1201853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1201853.500000 Penalty: 2794.809570
	Iteration 111Q: 3 clusters Score -1201854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1201854.250000 Penalty: 2794.809570
	Iteration 112Q: 3 clusters Score -1201854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1201854.250000 Penalty: 2794.809570
	Iteration 113F: 3 clusters Score -1201854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Entering Unmasked Estep 
Score: -678204.250000 Penalty: 1320.205200
	Iteration 0F: 2 clusters Score -678204.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -673221.937500 Penalty: 2640.410400
	Iteration 0F: 3 clusters Score -673221.9 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -674835.875000 Penalty: 2640.410400
	Iteration 1F: 3 clusters Score -674835.9 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -675107.062500 Penalty: 2640.410400
	Iteration 2F: 3 clusters Score -675107.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -675293.875000 Penalty: 2640.410400
	Iteration 3F: 3 clusters Score -675293.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -675451.750000 Penalty: 2640.410400
	Iteration 4Q: 3 clusters Score -675451.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -675601.375000 Penalty: 2640.410400
	Iteration 5Q: 3 clusters Score -675601.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -675763.812500 Penalty: 2640.410400
	Iteration 6Q: 3 clusters Score -675763.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -675953.187500 Penalty: 2640.410400
	Iteration 7Q: 3 clusters Score -675953.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -676134.812500 Penalty: 2640.410400
	Iteration 8Q: 3 clusters Score -676134.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -676285.062500 Penalty: 2640.410400
	Iteration 9Q: 3 clusters Score -676285.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -676471.500000 Penalty: 2640.410400
	Iteration 10Q: 3 clusters Score -676471.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -676660.812500 Penalty: 2640.410400
	Iteration 11Q: 3 clusters Score -676660.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -676836.312500 Penalty: 2640.410400
	Iteration 12Q: 3 clusters Score -676836.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -677015.000000 Penalty: 2640.410400
	Iteration 13Q: 3 clusters Score -677015 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -677161.937500 Penalty: 2640.410400
	Iteration 14Q: 3 clusters Score -677161.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -677266.687500 Penalty: 2640.410400
	Iteration 15Q: 3 clusters Score -677266.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -677338.750000 Penalty: 2640.410400
	Iteration 16Q: 3 clusters Score -677338.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -677401.937500 Penalty: 2640.410400
	Iteration 17Q: 3 clusters Score -677401.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -677458.875000 Penalty: 2640.410400
	Iteration 18Q: 3 clusters Score -677458.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -677512.062500 Penalty: 2640.410400
	Iteration 19Q: 3 clusters Score -677512.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -677560.000000 Penalty: 2640.410400
	Iteration 20F: 3 clusters Score -677560 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -677602.937500 Penalty: 2640.410400
	Iteration 21Q: 3 clusters Score -677602.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -677637.000000 Penalty: 2640.410400
	Iteration 22Q: 3 clusters Score -677637 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -677680.312500 Penalty: 2640.410400
	Iteration 23Q: 3 clusters Score -677680.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -677725.687500 Penalty: 2640.410400
	Iteration 24Q: 3 clusters Score -677725.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -677754.937500 Penalty: 2640.410400
	Iteration 25Q: 3 clusters Score -677754.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -677776.062500 Penalty: 2640.410400
	Iteration 26Q: 3 clusters Score -677776.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -677790.000000 Penalty: 2640.410400
	Iteration 27Q: 3 clusters Score -677790 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -677804.937500 Penalty: 2640.410400
	Iteration 28Q: 3 clusters Score -677804.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -677828.312500 Penalty: 2640.410400
	Iteration 29Q: 3 clusters Score -677828.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -677854.812500 Penalty: 2640.410400
	Iteration 30Q: 3 clusters Score -677854.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -677878.437500 Penalty: 2640.410400
	Iteration 31Q: 3 clusters Score -677878.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -677896.625000 Penalty: 2640.410400
	Iteration 32Q: 3 clusters Score -677896.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -677907.812500 Penalty: 2640.410400
	Iteration 33Q: 3 clusters Score -677907.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -677917.250000 Penalty: 2640.410400
	Iteration 34Q: 3 clusters Score -677917.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -677923.937500 Penalty: 2640.410400
	Iteration 35Q: 3 clusters Score -677923.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -677928.437500 Penalty: 2640.410400
	Iteration 36Q: 3 clusters Score -677928.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -677935.250000 Penalty: 2640.410400
	Iteration 37Q: 3 clusters Score -677935.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -677940.750000 Penalty: 2640.410400
	Iteration 38Q: 3 clusters Score -677940.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -677948.625000 Penalty: 2640.410400
	Iteration 39Q: 3 clusters Score -677948.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -677952.750000 Penalty: 2640.410400
	Iteration 40F: 3 clusters Score -677952.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -677955.937500 Penalty: 2640.410400
	Iteration 41Q: 3 clusters Score -677955.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -677961.062500 Penalty: 2640.410400
	Iteration 42Q: 3 clusters Score -677961.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -677965.687500 Penalty: 2640.410400
	Iteration 43Q: 3 clusters Score -677965.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -677973.062500 Penalty: 2640.410400
	Iteration 44Q: 3 clusters Score -677973.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -677976.625000 Penalty: 2640.410400
	Iteration 45Q: 3 clusters Score -677976.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -677980.312500 Penalty: 2640.410400
	Iteration 46Q: 3 clusters Score -677980.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -677985.875000 Penalty: 2640.410400
	Iteration 47Q: 3 clusters Score -677985.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -677991.437500 Penalty: 2640.410400
	Iteration 48Q: 3 clusters Score -677991.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -677995.125000 Penalty: 2640.410400
	Iteration 49Q: 3 clusters Score -677995.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -677999.125000 Penalty: 2640.410400
	Iteration 50Q: 3 clusters Score -677999.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -678005.750000 Penalty: 2640.410400
	Iteration 51Q: 3 clusters Score -678005.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -678007.937500 Penalty: 2640.410400
	Iteration 52Q: 3 clusters Score -678007.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -678009.125000 Penalty: 2640.410400
	Iteration 53Q: 3 clusters Score -678009.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -678011.187500 Penalty: 2640.410400
	Iteration 54Q: 3 clusters Score -678011.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -678012.562500 Penalty: 2640.410400
	Iteration 55Q: 3 clusters Score -678012.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -678012.812500 Penalty: 2640.410400
	Iteration 56Q: 3 clusters Score -678012.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -678012.937500 Penalty: 2640.410400
	Iteration 57Q: 3 clusters Score -678012.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -678014.562500 Penalty: 2640.410400
	Iteration 58Q: 3 clusters Score -678014.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -678014.250000 Penalty: 2640.410400
	Iteration 59Q: 3 clusters Score -678014.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -678013.312500 Penalty: 2640.410400
	Iteration 60F: 3 clusters Score -678013.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -678016.187500 Penalty: 2640.410400
	Iteration 61Q: 3 clusters Score -678016.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -678019.625000 Penalty: 2640.410400
	Iteration 62Q: 3 clusters Score -678019.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -678019.812500 Penalty: 2640.410400
	Iteration 63Q: 3 clusters Score -678019.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -678021.687500 Penalty: 2640.410400
	Iteration 64Q: 3 clusters Score -678021.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -678022.562500 Penalty: 2640.410400
	Iteration 65Q: 3 clusters Score -678022.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -678026.875000 Penalty: 2640.410400
	Iteration 66Q: 3 clusters Score -678026.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -678028.187500 Penalty: 2640.410400
	Iteration 67Q: 3 clusters Score -678028.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -678029.250000 Penalty: 2640.410400
	Iteration 68Q: 3 clusters Score -678029.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -678032.750000 Penalty: 2640.410400
	Iteration 69Q: 3 clusters Score -678032.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -678034.000000 Penalty: 2640.410400
	Iteration 70Q: 3 clusters Score -678034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -678034.375000 Penalty: 2640.410400
	Iteration 71Q: 3 clusters Score -678034.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -678034.375000 Penalty: 2640.410400
	Iteration 72F: 3 clusters Score -678034.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (24315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Entering Unmasked Estep 
Score: -2379103.250000 Penalty: 1502.708618
	Iteration 0F: 2 clusters Score -2379103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -2363320.250000 Penalty: 3005.417236
	Iteration 0F: 3 clusters Score -2363320 nChanged 10856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -2369371.000000 Penalty: 3005.417236
	Iteration 1F: 3 clusters Score -2369371 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -2369952.500000 Penalty: 3005.417236
	Iteration 2F: 3 clusters Score -2369952 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -2370559.250000 Penalty: 3005.417236
	Iteration 3F: 3 clusters Score -2370559 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -2371256.750000 Penalty: 3005.417236
	Iteration 4F: 3 clusters Score -2371257 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -2371992.750000 Penalty: 3005.417236
	Iteration 5F: 3 clusters Score -2371993 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -2372809.750000 Penalty: 3005.417236
	Iteration 6F: 3 clusters Score -2372810 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -2373747.500000 Penalty: 3005.417236
	Iteration 7F: 3 clusters Score -2373748 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -2374754.500000 Penalty: 3005.417236
	Iteration 8F: 3 clusters Score -2374754 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -2375702.500000 Penalty: 3005.417236
	Iteration 9F: 3 clusters Score -2375702 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -2376483.500000 Penalty: 3005.417236
	Iteration 10Q: 3 clusters Score -2376484 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -2377067.750000 Penalty: 3005.417236
	Iteration 11Q: 3 clusters Score -2377068 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -2377502.750000 Penalty: 3005.417236
	Iteration 12Q: 3 clusters Score -2377503 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -2377813.250000 Penalty: 3005.417236
	Iteration 13Q: 3 clusters Score -2377813 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -2378016.750000 Penalty: 3005.417236
	Iteration 14Q: 3 clusters Score -2378017 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -2378153.500000 Penalty: 3005.417236
	Iteration 15Q: 3 clusters Score -2378154 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -2378258.000000 Penalty: 3005.417236
	Iteration 16Q: 3 clusters Score -2378258 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -2378324.500000 Penalty: 3005.417236
	Iteration 17Q: 3 clusters Score -2378324 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -2378370.500000 Penalty: 3005.417236
	Iteration 18Q: 3 clusters Score -2378370 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -2378402.750000 Penalty: 3005.417236
	Iteration 19Q: 3 clusters Score -2378403 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -2378424.750000 Penalty: 3005.417236
	Iteration 20F: 3 clusters Score -2378425 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -2378435.500000 Penalty: 3005.417236
	Iteration 21Q: 3 clusters Score -2378436 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -2378453.250000 Penalty: 3005.417236
	Iteration 22Q: 3 clusters Score -2378453 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -2378459.250000 Penalty: 3005.417236
	Iteration 23Q: 3 clusters Score -2378459 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -2378466.000000 Penalty: 3005.417236
	Iteration 24Q: 3 clusters Score -2378466 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -2378480.500000 Penalty: 3005.417236
	Iteration 25Q: 3 clusters Score -2378480 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -2378491.000000 Penalty: 3005.417236
	Iteration 26Q: 3 clusters Score -2378491 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -2378493.750000 Penalty: 3005.417236
	Iteration 27Q: 3 clusters Score -2378494 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -2378502.000000 Penalty: 3005.417236
	Iteration 28Q: 3 clusters Score -2378502 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -2378507.750000 Penalty: 3005.417236
	Iteration 29Q: 3 clusters Score -2378508 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -2378523.750000 Penalty: 3005.417236
	Iteration 30Q: 3 clusters Score -2378524 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -2378526.250000 Penalty: 3005.417236
	Iteration 31Q: 3 clusters Score -2378526 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -2378528.000000 Penalty: 3005.417236
	Iteration 32Q: 3 clusters Score -2378528 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -2378531.500000 Penalty: 3005.417236
	Iteration 33Q: 3 clusters Score -2378532 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -2378535.750000 Penalty: 3005.417236
	Iteration 34Q: 3 clusters Score -2378536 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -2378537.250000 Penalty: 3005.417236
	Iteration 35Q: 3 clusters Score -2378537 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -2378546.500000 Penalty: 3005.417236
	Iteration 36Q: 3 clusters Score -2378546 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -2378546.750000 Penalty: 3005.417236
	Iteration 37Q: 3 clusters Score -2378547 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -2378545.500000 Penalty: 3005.417236
	Iteration 38Q: 3 clusters Score -2378546 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -2378543.000000 Penalty: 3005.417236
	Iteration 39Q: 3 clusters Score -2378543 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -2378545.750000 Penalty: 3005.417236
	Iteration 40F: 3 clusters Score -2378546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -2378544.250000 Penalty: 3005.417236
	Iteration 41Q: 3 clusters Score -2378544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -2378545.250000 Penalty: 3005.417236
	Iteration 42Q: 3 clusters Score -2378545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -2378542.500000 Penalty: 3005.417236
	Iteration 43Q: 3 clusters Score -2378542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -2378547.750000 Penalty: 3005.417236
	Iteration 44Q: 3 clusters Score -2378548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -2378550.250000 Penalty: 3005.417236
	Iteration 45Q: 3 clusters Score -2378550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -2378551.000000 Penalty: 3005.417236
	Iteration 46Q: 3 clusters Score -2378551 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -2378548.500000 Penalty: 3005.417236
	Iteration 47Q: 3 clusters Score -2378548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -2378554.000000 Penalty: 3005.417236
	Iteration 48Q: 3 clusters Score -2378554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -2378550.750000 Penalty: 3005.417236
	Iteration 49Q: 3 clusters Score -2378551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -2378555.750000 Penalty: 3005.417236
	Iteration 50Q: 3 clusters Score -2378556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -2378556.000000 Penalty: 3005.417236
	Iteration 51Q: 3 clusters Score -2378556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -2378560.500000 Penalty: 3005.417236
	Iteration 52Q: 3 clusters Score -2378560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -2378559.250000 Penalty: 3005.417236
	Iteration 53Q: 3 clusters Score -2378559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -2378560.750000 Penalty: 3005.417236
	Iteration 54Q: 3 clusters Score -2378561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -2378561.250000 Penalty: 3005.417236
	Iteration 55Q: 3 clusters Score -2378561 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -2378559.500000 Penalty: 3005.417236
	Iteration 56Q: 3 clusters Score -2378560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -2378561.500000 Penalty: 3005.417236
	Iteration 57Q: 3 clusters Score -2378562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -2378555.500000 Penalty: 3005.417236
	Iteration 58Q: 3 clusters Score -2378556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -2378557.250000 Penalty: 3005.417236
	Iteration 59Q: 3 clusters Score -2378557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -2378557.250000 Penalty: 3005.417236
	Iteration 60F: 3 clusters Score -2378557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -2378556.250000 Penalty: 3005.417236
	Iteration 61Q: 3 clusters Score -2378556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -2378559.000000 Penalty: 3005.417236
	Iteration 62Q: 3 clusters Score -2378559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -2378555.500000 Penalty: 3005.417236
	Iteration 63Q: 3 clusters Score -2378556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -2378555.000000 Penalty: 3005.417236
	Iteration 64Q: 3 clusters Score -2378555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -2378557.750000 Penalty: 3005.417236
	Iteration 65Q: 3 clusters Score -2378558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -2378559.000000 Penalty: 3005.417236
	Iteration 66Q: 3 clusters Score -2378559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -2378558.750000 Penalty: 3005.417236
	Iteration 67Q: 3 clusters Score -2378559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -2378557.250000 Penalty: 3005.417236
	Iteration 68Q: 3 clusters Score -2378557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -2378557.250000 Penalty: 3005.417236
	Iteration 69F: 3 clusters Score -2378557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Entering Unmasked Estep 
Score: -418472.500000 Penalty: 1234.563232
	Iteration 0F: 2 clusters Score -418472.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -415398.812500 Penalty: 2469.126465
	Iteration 0F: 3 clusters Score -415398.8 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -416254.031250 Penalty: 2469.126465
	Iteration 1F: 3 clusters Score -416254 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -416459.593750 Penalty: 2469.126465
	Iteration 2F: 3 clusters Score -416459.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -416580.187500 Penalty: 2469.126465
	Iteration 3Q: 3 clusters Score -416580.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -416647.437500 Penalty: 2469.126465
	Iteration 4Q: 3 clusters Score -416647.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -416699.000000 Penalty: 2469.126465
	Iteration 5Q: 3 clusters Score -416699 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -416742.031250 Penalty: 2469.126465
	Iteration 6Q: 3 clusters Score -416742 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -416781.781250 Penalty: 2469.126465
	Iteration 7Q: 3 clusters Score -416781.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -416811.718750 Penalty: 2469.126465
	Iteration 8Q: 3 clusters Score -416811.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -416848.281250 Penalty: 2469.126465
	Iteration 9Q: 3 clusters Score -416848.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -416877.437500 Penalty: 2469.126465
	Iteration 10Q: 3 clusters Score -416877.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -416894.968750 Penalty: 2469.126465
	Iteration 11Q: 3 clusters Score -416895 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -416915.812500 Penalty: 2469.126465
	Iteration 12Q: 3 clusters Score -416915.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -416933.312500 Penalty: 2469.126465
	Iteration 13Q: 3 clusters Score -416933.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -416949.000000 Penalty: 2469.126465
	Iteration 14Q: 3 clusters Score -416949 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -416961.281250 Penalty: 2469.126465
	Iteration 15Q: 3 clusters Score -416961.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -416969.718750 Penalty: 2469.126465
	Iteration 16Q: 3 clusters Score -416969.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -416981.562500 Penalty: 2469.126465
	Iteration 17Q: 3 clusters Score -416981.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -416991.468750 Penalty: 2469.126465
	Iteration 18Q: 3 clusters Score -416991.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -417004.031250 Penalty: 2469.126465
	Iteration 19Q: 3 clusters Score -417004 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -417015.187500 Penalty: 2469.126465
	Iteration 20F: 3 clusters Score -417015.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -417028.562500 Penalty: 2469.126465
	Iteration 21Q: 3 clusters Score -417028.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -417036.218750 Penalty: 2469.126465
	Iteration 22Q: 3 clusters Score -417036.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -417043.187500 Penalty: 2469.126465
	Iteration 23Q: 3 clusters Score -417043.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -417051.843750 Penalty: 2469.126465
	Iteration 24Q: 3 clusters Score -417051.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -417063.000000 Penalty: 2469.126465
	Iteration 25Q: 3 clusters Score -417063 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -417066.656250 Penalty: 2469.126465
	Iteration 26Q: 3 clusters Score -417066.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -417071.906250 Penalty: 2469.126465
	Iteration 27Q: 3 clusters Score -417071.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -417077.656250 Penalty: 2469.126465
	Iteration 28Q: 3 clusters Score -417077.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -417084.281250 Penalty: 2469.126465
	Iteration 29Q: 3 clusters Score -417084.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -417090.250000 Penalty: 2469.126465
	Iteration 30Q: 3 clusters Score -417090.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -417099.093750 Penalty: 2469.126465
	Iteration 31Q: 3 clusters Score -417099.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -417111.156250 Penalty: 2469.126465
	Iteration 32Q: 3 clusters Score -417111.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -417122.500000 Penalty: 2469.126465
	Iteration 33Q: 3 clusters Score -417122.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -417132.718750 Penalty: 2469.126465
	Iteration 34Q: 3 clusters Score -417132.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -417142.781250 Penalty: 2469.126465
	Iteration 35Q: 3 clusters Score -417142.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -417150.312500 Penalty: 2469.126465
	Iteration 36Q: 3 clusters Score -417150.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -417157.906250 Penalty: 2469.126465
	Iteration 37Q: 3 clusters Score -417157.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -417166.406250 Penalty: 2469.126465
	Iteration 38Q: 3 clusters Score -417166.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -417177.687500 Penalty: 2469.126465
	Iteration 39Q: 3 clusters Score -417177.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -417185.531250 Penalty: 2469.126465
	Iteration 40F: 3 clusters Score -417185.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -417194.375000 Penalty: 2469.126465
	Iteration 41Q: 3 clusters Score -417194.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -417206.531250 Penalty: 2469.126465
	Iteration 42Q: 3 clusters Score -417206.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -417218.125000 Penalty: 2469.126465
	Iteration 43Q: 3 clusters Score -417218.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -417231.156250 Penalty: 2469.126465
	Iteration 44Q: 3 clusters Score -417231.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -417249.593750 Penalty: 2469.126465
	Iteration 45Q: 3 clusters Score -417249.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -417272.562500 Penalty: 2469.126465
	Iteration 46Q: 3 clusters Score -417272.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -417288.406250 Penalty: 2469.126465
	Iteration 47Q: 3 clusters Score -417288.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -417297.593750 Penalty: 2469.126465
	Iteration 48Q: 3 clusters Score -417297.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -417309.875000 Penalty: 2469.126465
	Iteration 49Q: 3 clusters Score -417309.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -417319.062500 Penalty: 2469.126465
	Iteration 50Q: 3 clusters Score -417319.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -417328.406250 Penalty: 2469.126465
	Iteration 51Q: 3 clusters Score -417328.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -417335.718750 Penalty: 2469.126465
	Iteration 52Q: 3 clusters Score -417335.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -417346.437500 Penalty: 2469.126465
	Iteration 53Q: 3 clusters Score -417346.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -417351.718750 Penalty: 2469.126465
	Iteration 54Q: 3 clusters Score -417351.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -417356.031250 Penalty: 2469.126465
	Iteration 55Q: 3 clusters Score -417356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -417359.468750 Penalty: 2469.126465
	Iteration 56Q: 3 clusters Score -417359.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -417360.312500 Penalty: 2469.126465
	Iteration 57Q: 3 clusters Score -417360.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -417362.812500 Penalty: 2469.126465
	Iteration 58Q: 3 clusters Score -417362.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -417366.093750 Penalty: 2469.126465
	Iteration 59Q: 3 clusters Score -417366.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -417369.218750 Penalty: 2469.126465
	Iteration 60F: 3 clusters Score -417369.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -417372.906250 Penalty: 2469.126465
	Iteration 61Q: 3 clusters Score -417372.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -417376.562500 Penalty: 2469.126465
	Iteration 62Q: 3 clusters Score -417376.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -417378.906250 Penalty: 2469.126465
	Iteration 63Q: 3 clusters Score -417378.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -417379.906250 Penalty: 2469.126465
	Iteration 64Q: 3 clusters Score -417379.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -417382.187500 Penalty: 2469.126465
	Iteration 65Q: 3 clusters Score -417382.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -417383.656250 Penalty: 2469.126465
	Iteration 66Q: 3 clusters Score -417383.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -417385.437500 Penalty: 2469.126465
	Iteration 67Q: 3 clusters Score -417385.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -417386.312500 Penalty: 2469.126465
	Iteration 68Q: 3 clusters Score -417386.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -417386.031250 Penalty: 2469.126465
	Iteration 69Q: 3 clusters Score -417386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -417386.031250 Penalty: 2469.126465
	Iteration 70F: 3 clusters Score -417386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Entering Unmasked Estep 
Score: -411614.093750 Penalty: 1247.760742
	Iteration 0F: 2 clusters Score -411614.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -408342.656250 Penalty: 2495.521484
	Iteration 0F: 3 clusters Score -408342.7 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -409378.031250 Penalty: 2495.521484
	Iteration 1F: 3 clusters Score -409378 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -409661.218750 Penalty: 2495.521484
	Iteration 2F: 3 clusters Score -409661.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -409880.718750 Penalty: 2495.521484
	Iteration 3F: 3 clusters Score -409880.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -410067.406250 Penalty: 2495.521484
	Iteration 4Q: 3 clusters Score -410067.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -410229.375000 Penalty: 2495.521484
	Iteration 5Q: 3 clusters Score -410229.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -410365.781250 Penalty: 2495.521484
	Iteration 6Q: 3 clusters Score -410365.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -410473.718750 Penalty: 2495.521484
	Iteration 7Q: 3 clusters Score -410473.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -410593.500000 Penalty: 2495.521484
	Iteration 8Q: 3 clusters Score -410593.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -410699.281250 Penalty: 2495.521484
	Iteration 9Q: 3 clusters Score -410699.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -410774.906250 Penalty: 2495.521484
	Iteration 10Q: 3 clusters Score -410774.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -410834.000000 Penalty: 2495.521484
	Iteration 11Q: 3 clusters Score -410834 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -410877.625000 Penalty: 2495.521484
	Iteration 12Q: 3 clusters Score -410877.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -410912.718750 Penalty: 2495.521484
	Iteration 13Q: 3 clusters Score -410912.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -410935.000000 Penalty: 2495.521484
	Iteration 14Q: 3 clusters Score -410935 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -410953.281250 Penalty: 2495.521484
	Iteration 15Q: 3 clusters Score -410953.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -410972.031250 Penalty: 2495.521484
	Iteration 16Q: 3 clusters Score -410972 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -410980.468750 Penalty: 2495.521484
	Iteration 17Q: 3 clusters Score -410980.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -410988.593750 Penalty: 2495.521484
	Iteration 18Q: 3 clusters Score -410988.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -410999.500000 Penalty: 2495.521484
	Iteration 19Q: 3 clusters Score -410999.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -411007.062500 Penalty: 2495.521484
	Iteration 20F: 3 clusters Score -411007.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -411010.937500 Penalty: 2495.521484
	Iteration 21Q: 3 clusters Score -411010.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -411018.281250 Penalty: 2495.521484
	Iteration 22Q: 3 clusters Score -411018.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -411024.843750 Penalty: 2495.521484
	Iteration 23Q: 3 clusters Score -411024.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -411029.968750 Penalty: 2495.521484
	Iteration 24Q: 3 clusters Score -411030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -411034.218750 Penalty: 2495.521484
	Iteration 25Q: 3 clusters Score -411034.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -411036.531250 Penalty: 2495.521484
	Iteration 26Q: 3 clusters Score -411036.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -411039.656250 Penalty: 2495.521484
	Iteration 27Q: 3 clusters Score -411039.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -411040.000000 Penalty: 2495.521484
	Iteration 28Q: 3 clusters Score -411040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -411040.000000 Penalty: 2495.521484
	Iteration 29F: 3 clusters Score -411040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Entering Unmasked Estep 
Score: -296786.937500 Penalty: 1183.871582
	Iteration 0F: 2 clusters Score -296786.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -294381.125000 Penalty: 2367.743164
	Iteration 0F: 3 clusters Score -294381.1 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -294994.125000 Penalty: 2367.743164
	Iteration 1F: 3 clusters Score -294994.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -295150.093750 Penalty: 2367.743164
	Iteration 2F: 3 clusters Score -295150.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -295240.093750 Penalty: 2367.743164
	Iteration 3Q: 3 clusters Score -295240.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -295283.093750 Penalty: 2367.743164
	Iteration 4Q: 3 clusters Score -295283.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -295317.031250 Penalty: 2367.743164
	Iteration 5Q: 3 clusters Score -295317 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -295345.000000 Penalty: 2367.743164
	Iteration 6Q: 3 clusters Score -295345 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -295361.625000 Penalty: 2367.743164
	Iteration 7Q: 3 clusters Score -295361.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -295373.031250 Penalty: 2367.743164
	Iteration 8Q: 3 clusters Score -295373 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -295383.468750 Penalty: 2367.743164
	Iteration 9Q: 3 clusters Score -295383.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -295390.875000 Penalty: 2367.743164
	Iteration 10Q: 3 clusters Score -295390.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -295399.937500 Penalty: 2367.743164
	Iteration 11Q: 3 clusters Score -295399.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -295404.406250 Penalty: 2367.743164
	Iteration 12Q: 3 clusters Score -295404.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -295408.468750 Penalty: 2367.743164
	Iteration 13Q: 3 clusters Score -295408.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -295413.562500 Penalty: 2367.743164
	Iteration 14Q: 3 clusters Score -295413.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -295417.031250 Penalty: 2367.743164
	Iteration 15Q: 3 clusters Score -295417 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -295421.625000 Penalty: 2367.743164
	Iteration 16Q: 3 clusters Score -295421.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -295425.468750 Penalty: 2367.743164
	Iteration 17Q: 3 clusters Score -295425.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -295427.125000 Penalty: 2367.743164
	Iteration 18Q: 3 clusters Score -295427.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -295428.093750 Penalty: 2367.743164
	Iteration 19Q: 3 clusters Score -295428.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -295428.187500 Penalty: 2367.743164
	Iteration 20F: 3 clusters Score -295428.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -295427.937500 Penalty: 2367.743164
	Iteration 21Q: 3 clusters Score -295427.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -295428.500000 Penalty: 2367.743164
	Iteration 22Q: 3 clusters Score -295428.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -295428.812500 Penalty: 2367.743164
	Iteration 23Q: 3 clusters Score -295428.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -295428.812500 Penalty: 2367.743164
	Iteration 24F: 3 clusters Score -295428.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (37952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37952 members 
Entering Unmasked Estep 
Score: -3939335.500000 Penalty: 1568.958862
	Iteration 0F: 2 clusters Score -3939336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -3914620.250000 Penalty: 3137.917725
	Iteration 0F: 3 clusters Score -3914620 nChanged 17399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -3924167.500000 Penalty: 3137.917725
	Iteration 1F: 3 clusters Score -3924168 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -3924745.250000 Penalty: 3137.917725
	Iteration 2Q: 3 clusters Score -3924745 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -3925286.750000 Penalty: 3137.917725
	Iteration 3Q: 3 clusters Score -3925287 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -3925817.250000 Penalty: 3137.917725
	Iteration 4Q: 3 clusters Score -3925817 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -3926356.000000 Penalty: 3137.917725
	Iteration 5Q: 3 clusters Score -3926356 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -3926878.250000 Penalty: 3137.917725
	Iteration 6Q: 3 clusters Score -3926878 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -3927501.250000 Penalty: 3137.917725
	Iteration 7Q: 3 clusters Score -3927501 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -3928198.500000 Penalty: 3137.917725
	Iteration 8Q: 3 clusters Score -3928198 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -3929035.000000 Penalty: 3137.917725
	Iteration 9Q: 3 clusters Score -3929035 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 23536 members 
Entering Unmasked Estep 
Score: -3929950.000000 Penalty: 3137.917725
	Iteration 10Q: 3 clusters Score -3929950 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -3930840.250000 Penalty: 3137.917725
	Iteration 11Q: 3 clusters Score -3930840 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 25681 members 
Entering Unmasked Estep 
Score: -3931660.750000 Penalty: 3137.917725
	Iteration 12Q: 3 clusters Score -3931661 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 26720 members 
Entering Unmasked Estep 
Score: -3932407.500000 Penalty: 3137.917725
	Iteration 13Q: 3 clusters Score -3932408 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 27723 members 
Entering Unmasked Estep 
Score: -3933131.000000 Penalty: 3137.917725
	Iteration 14Q: 3 clusters Score -3933131 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 28682 members 
Entering Unmasked Estep 
Score: -3933818.750000 Penalty: 3137.917725
	Iteration 15Q: 3 clusters Score -3933819 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 29552 members 
Entering Unmasked Estep 
Score: -3934457.000000 Penalty: 3137.917725
	Iteration 16Q: 3 clusters Score -3934457 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 30284 members 
Entering Unmasked Estep 
Score: -3934984.750000 Penalty: 3137.917725
	Iteration 17Q: 3 clusters Score -3934985 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 30944 members 
Entering Unmasked Estep 
Score: -3935429.750000 Penalty: 3137.917725
	Iteration 18Q: 3 clusters Score -3935430 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 31572 members 
Entering Unmasked Estep 
Score: -3935790.000000 Penalty: 3137.917725
	Iteration 19Q: 3 clusters Score -3935790 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 32109 members 
Entering Unmasked Estep 
Score: -3936045.250000 Penalty: 3137.917725
	Iteration 20F: 3 clusters Score -3936045 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 32590 members 
Entering Unmasked Estep 
Score: -3936268.250000 Penalty: 3137.917725
	Iteration 21Q: 3 clusters Score -3936268 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 33019 members 
Entering Unmasked Estep 
Score: -3936461.000000 Penalty: 3137.917725
	Iteration 22Q: 3 clusters Score -3936461 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 33430 members 
Entering Unmasked Estep 
Score: -3936661.250000 Penalty: 3137.917725
	Iteration 23Q: 3 clusters Score -3936661 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 33844 members 
Entering Unmasked Estep 
Score: -3936857.000000 Penalty: 3137.917725
	Iteration 24Q: 3 clusters Score -3936857 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 34214 members 
Entering Unmasked Estep 
Score: -3937043.000000 Penalty: 3137.917725
	Iteration 25Q: 3 clusters Score -3937043 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 34508 members 
Entering Unmasked Estep 
Score: -3937173.250000 Penalty: 3137.917725
	Iteration 26Q: 3 clusters Score -3937173 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 34800 members 
Entering Unmasked Estep 
Score: -3937290.000000 Penalty: 3137.917725
	Iteration 27Q: 3 clusters Score -3937290 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 35066 members 
Entering Unmasked Estep 
Score: -3937415.750000 Penalty: 3137.917725
	Iteration 28Q: 3 clusters Score -3937416 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 35291 members 
Entering Unmasked Estep 
Score: -3937518.000000 Penalty: 3137.917725
	Iteration 29Q: 3 clusters Score -3937518 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 35519 members 
Entering Unmasked Estep 
Score: -3937605.750000 Penalty: 3137.917725
	Iteration 30Q: 3 clusters Score -3937606 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 35703 members 
Entering Unmasked Estep 
Score: -3937689.250000 Penalty: 3137.917725
	Iteration 31Q: 3 clusters Score -3937689 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 35853 members 
Entering Unmasked Estep 
Score: -3937762.500000 Penalty: 3137.917725
	Iteration 32Q: 3 clusters Score -3937762 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 35990 members 
Entering Unmasked Estep 
Score: -3937821.750000 Penalty: 3137.917725
	Iteration 33Q: 3 clusters Score -3937822 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 36108 members 
Entering Unmasked Estep 
Score: -3937855.750000 Penalty: 3137.917725
	Iteration 34Q: 3 clusters Score -3937856 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 36203 members 
Entering Unmasked Estep 
Score: -3937902.250000 Penalty: 3137.917725
	Iteration 35Q: 3 clusters Score -3937902 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 36298 members 
Entering Unmasked Estep 
Score: -3937935.500000 Penalty: 3137.917725
	Iteration 36Q: 3 clusters Score -3937936 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 36378 members 
Entering Unmasked Estep 
Score: -3937978.000000 Penalty: 3137.917725
	Iteration 37Q: 3 clusters Score -3937978 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 36445 members 
Entering Unmasked Estep 
Score: -3938001.250000 Penalty: 3137.917725
	Iteration 38Q: 3 clusters Score -3938001 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 36504 members 
Entering Unmasked Estep 
Score: -3938036.250000 Penalty: 3137.917725
	Iteration 39Q: 3 clusters Score -3938036 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 36556 members 
Entering Unmasked Estep 
Score: -3938052.500000 Penalty: 3137.917725
	Iteration 40F: 3 clusters Score -3938052 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 36596 members 
Entering Unmasked Estep 
Score: -3938061.500000 Penalty: 3137.917725
	Iteration 41Q: 3 clusters Score -3938062 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 36632 members 
Entering Unmasked Estep 
Score: -3938069.500000 Penalty: 3137.917725
	Iteration 42Q: 3 clusters Score -3938070 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 36654 members 
Entering Unmasked Estep 
Score: -3938066.000000 Penalty: 3137.917725
	Iteration 43Q: 3 clusters Score -3938066 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 36672 members 
Entering Unmasked Estep 
Score: -3938076.750000 Penalty: 3137.917725
	Iteration 44Q: 3 clusters Score -3938077 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 36689 members 
Entering Unmasked Estep 
Score: -3938091.250000 Penalty: 3137.917725
	Iteration 45Q: 3 clusters Score -3938091 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 36712 members 
Entering Unmasked Estep 
Score: -3938092.750000 Penalty: 3137.917725
	Iteration 46Q: 3 clusters Score -3938093 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 36726 members 
Entering Unmasked Estep 
Score: -3938100.000000 Penalty: 3137.917725
	Iteration 47Q: 3 clusters Score -3938100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 36736 members 
Entering Unmasked Estep 
Score: -3938098.750000 Penalty: 3137.917725
	Iteration 48Q: 3 clusters Score -3938099 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 36746 members 
Entering Unmasked Estep 
Score: -3938108.750000 Penalty: 3137.917725
	Iteration 49Q: 3 clusters Score -3938109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 36753 members 
Entering Unmasked Estep 
Score: -3938108.250000 Penalty: 3137.917725
	Iteration 50Q: 3 clusters Score -3938108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 36760 members 
Entering Unmasked Estep 
Score: -3938120.250000 Penalty: 3137.917725
	Iteration 51Q: 3 clusters Score -3938120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 36767 members 
Entering Unmasked Estep 
Score: -3938120.500000 Penalty: 3137.917725
	Iteration 52Q: 3 clusters Score -3938120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 36774 members 
Entering Unmasked Estep 
Score: -3938126.750000 Penalty: 3137.917725
	Iteration 53Q: 3 clusters Score -3938127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 36782 members 
Entering Unmasked Estep 
Score: -3938128.750000 Penalty: 3137.917725
	Iteration 54Q: 3 clusters Score -3938129 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 36791 members 
Entering Unmasked Estep 
Score: -3938136.750000 Penalty: 3137.917725
	Iteration 55Q: 3 clusters Score -3938137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 36797 members 
Entering Unmasked Estep 
Score: -3938132.000000 Penalty: 3137.917725
	Iteration 56Q: 3 clusters Score -3938132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 36800 members 
Entering Unmasked Estep 
Score: -3938137.000000 Penalty: 3137.917725
	Iteration 57Q: 3 clusters Score -3938137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 36804 members 
Entering Unmasked Estep 
Score: -3938135.750000 Penalty: 3137.917725
	Iteration 58Q: 3 clusters Score -3938136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 36808 members 
Entering Unmasked Estep 
Score: -3938139.000000 Penalty: 3137.917725
	Iteration 59Q: 3 clusters Score -3938139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 36817 members 
Entering Unmasked Estep 
Score: -3938140.750000 Penalty: 3137.917725
	Iteration 60F: 3 clusters Score -3938141 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 36819 members 
Entering Unmasked Estep 
Score: -3938141.750000 Penalty: 3137.917725
	Iteration 61Q: 3 clusters Score -3938142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 36823 members 
Entering Unmasked Estep 
Score: -3938138.500000 Penalty: 3137.917725
	Iteration 62Q: 3 clusters Score -3938138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 36828 members 
Entering Unmasked Estep 
Score: -3938141.000000 Penalty: 3137.917725
	Iteration 63Q: 3 clusters Score -3938141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 36831 members 
Entering Unmasked Estep 
Score: -3938140.000000 Penalty: 3137.917725
	Iteration 64Q: 3 clusters Score -3938140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 36835 members 
Entering Unmasked Estep 
Score: -3938141.000000 Penalty: 3137.917725
	Iteration 65Q: 3 clusters Score -3938141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 36841 members 
Entering Unmasked Estep 
Score: -3938144.250000 Penalty: 3137.917725
	Iteration 66Q: 3 clusters Score -3938144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 36847 members 
Entering Unmasked Estep 
Score: -3938151.250000 Penalty: 3137.917725
	Iteration 67Q: 3 clusters Score -3938151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 36853 members 
Entering Unmasked Estep 
Score: -3938159.250000 Penalty: 3137.917725
	Iteration 68Q: 3 clusters Score -3938159 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 36863 members 
Entering Unmasked Estep 
Score: -3938165.000000 Penalty: 3137.917725
	Iteration 69Q: 3 clusters Score -3938165 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 36873 members 
Entering Unmasked Estep 
Score: -3938161.750000 Penalty: 3137.917725
	Iteration 70Q: 3 clusters Score -3938162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 36882 members 
Entering Unmasked Estep 
Score: -3938171.000000 Penalty: 3137.917725
	Iteration 71Q: 3 clusters Score -3938171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 36891 members 
Entering Unmasked Estep 
Score: -3938173.250000 Penalty: 3137.917725
	Iteration 72Q: 3 clusters Score -3938173 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 36903 members 
Entering Unmasked Estep 
Score: -3938179.750000 Penalty: 3137.917725
	Iteration 73Q: 3 clusters Score -3938180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 36910 members 
Entering Unmasked Estep 
Score: -3938182.250000 Penalty: 3137.917725
	Iteration 74Q: 3 clusters Score -3938182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 36914 members 
Entering Unmasked Estep 
Score: -3938183.750000 Penalty: 3137.917725
	Iteration 75Q: 3 clusters Score -3938184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 36917 members 
Entering Unmasked Estep 
Score: -3938184.750000 Penalty: 3137.917725
	Iteration 76Q: 3 clusters Score -3938185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 36919 members 
Entering Unmasked Estep 
Score: -3938190.500000 Penalty: 3137.917725
	Iteration 77Q: 3 clusters Score -3938190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 36923 members 
Entering Unmasked Estep 
Score: -3938194.000000 Penalty: 3137.917725
	Iteration 78Q: 3 clusters Score -3938194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 36925 members 
Entering Unmasked Estep 
Score: -3938193.000000 Penalty: 3137.917725
	Iteration 79Q: 3 clusters Score -3938193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 36926 members 
Entering Unmasked Estep 
Score: -3938194.250000 Penalty: 3137.917725
	Iteration 80F: 3 clusters Score -3938194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 36927 members 
Entering Unmasked Estep 
Score: -3938196.500000 Penalty: 3137.917725
	Iteration 81Q: 3 clusters Score -3938196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 36926 members 
Entering Unmasked Estep 
Score: -3938193.750000 Penalty: 3137.917725
	Iteration 82Q: 3 clusters Score -3938194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 36929 members 
Entering Unmasked Estep 
Score: -3938195.750000 Penalty: 3137.917725
	Iteration 83Q: 3 clusters Score -3938196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 36933 members 
Entering Unmasked Estep 
Score: -3938200.250000 Penalty: 3137.917725
	Iteration 84Q: 3 clusters Score -3938200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 36936 members 
Entering Unmasked Estep 
Score: -3938201.500000 Penalty: 3137.917725
	Iteration 85Q: 3 clusters Score -3938202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 36937 members 
Entering Unmasked Estep 
Score: -3938199.500000 Penalty: 3137.917725
	Iteration 86Q: 3 clusters Score -3938200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 36937 members 
Entering Unmasked Estep 
Score: -3938199.500000 Penalty: 3137.917725
	Iteration 87F: 3 clusters Score -3938200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (35050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35050 members 
Entering Unmasked Estep 
Score: -3629103.250000 Penalty: 1557.122192
	Iteration 0F: 2 clusters Score -3629103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -3606288.750000 Penalty: 3114.244385
	Iteration 0F: 3 clusters Score -3606289 nChanged 16002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -3615025.500000 Penalty: 3114.244385
	Iteration 1F: 3 clusters Score -3615026 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -3615661.000000 Penalty: 3114.244385
	Iteration 2Q: 3 clusters Score -3615661 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -3616251.250000 Penalty: 3114.244385
	Iteration 3Q: 3 clusters Score -3616251 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -3616801.750000 Penalty: 3114.244385
	Iteration 4Q: 3 clusters Score -3616802 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -3617390.250000 Penalty: 3114.244385
	Iteration 5Q: 3 clusters Score -3617390 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -3617939.500000 Penalty: 3114.244385
	Iteration 6Q: 3 clusters Score -3617940 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -3618535.250000 Penalty: 3114.244385
	Iteration 7Q: 3 clusters Score -3618535 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -3619309.500000 Penalty: 3114.244385
	Iteration 8Q: 3 clusters Score -3619310 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -3620282.250000 Penalty: 3114.244385
	Iteration 9Q: 3 clusters Score -3620282 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -3621251.500000 Penalty: 3114.244385
	Iteration 10Q: 3 clusters Score -3621252 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25167 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -3622131.750000 Penalty: 3114.244385
	Iteration 11Q: 3 clusters Score -3622132 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26170 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -3622861.000000 Penalty: 3114.244385
	Iteration 12Q: 3 clusters Score -3622861 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27090 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -3623464.250000 Penalty: 3114.244385
	Iteration 13Q: 3 clusters Score -3623464 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27929 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -3623979.500000 Penalty: 3114.244385
	Iteration 14Q: 3 clusters Score -3623980 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28684 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -3624424.750000 Penalty: 3114.244385
	Iteration 15Q: 3 clusters Score -3624425 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29374 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -3624775.500000 Penalty: 3114.244385
	Iteration 16Q: 3 clusters Score -3624776 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29993 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -3625097.000000 Penalty: 3114.244385
	Iteration 17Q: 3 clusters Score -3625097 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30593 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -3625425.750000 Penalty: 3114.244385
	Iteration 18Q: 3 clusters Score -3625426 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31163 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -3625738.750000 Penalty: 3114.244385
	Iteration 19Q: 3 clusters Score -3625739 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31666 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -3626024.500000 Penalty: 3114.244385
	Iteration 20F: 3 clusters Score -3626024 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32134 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -3626310.500000 Penalty: 3114.244385
	Iteration 21Q: 3 clusters Score -3626310 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32600 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -3626597.000000 Penalty: 3114.244385
	Iteration 22Q: 3 clusters Score -3626597 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32986 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -3626837.000000 Penalty: 3114.244385
	Iteration 23Q: 3 clusters Score -3626837 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33325 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -3627061.250000 Penalty: 3114.244385
	Iteration 24Q: 3 clusters Score -3627061 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33615 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -3627251.500000 Penalty: 3114.244385
	Iteration 25Q: 3 clusters Score -3627252 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33855 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -3627408.500000 Penalty: 3114.244385
	Iteration 26Q: 3 clusters Score -3627408 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34038 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -3627544.000000 Penalty: 3114.244385
	Iteration 27Q: 3 clusters Score -3627544 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34183 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -3627645.000000 Penalty: 3114.244385
	Iteration 28Q: 3 clusters Score -3627645 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34280 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3627716.750000 Penalty: 3114.244385
	Iteration 29Q: 3 clusters Score -3627717 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34337 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -3627746.750000 Penalty: 3114.244385
	Iteration 30Q: 3 clusters Score -3627747 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34378 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -3627776.250000 Penalty: 3114.244385
	Iteration 31Q: 3 clusters Score -3627776 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34419 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3627804.750000 Penalty: 3114.244385
	Iteration 32Q: 3 clusters Score -3627805 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34451 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -3627835.750000 Penalty: 3114.244385
	Iteration 33Q: 3 clusters Score -3627836 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34479 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3627862.500000 Penalty: 3114.244385
	Iteration 34Q: 3 clusters Score -3627862 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34498 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -3627876.500000 Penalty: 3114.244385
	Iteration 35Q: 3 clusters Score -3627876 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34516 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3627896.000000 Penalty: 3114.244385
	Iteration 36Q: 3 clusters Score -3627896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34527 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -3627895.500000 Penalty: 3114.244385
	Iteration 37Q: 3 clusters Score -3627896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34531 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3627902.750000 Penalty: 3114.244385
	Iteration 38Q: 3 clusters Score -3627903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34539 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -3627901.000000 Penalty: 3114.244385
	Iteration 39Q: 3 clusters Score -3627901 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34547 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -3627905.750000 Penalty: 3114.244385
	Iteration 40F: 3 clusters Score -3627906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34556 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3627916.500000 Penalty: 3114.244385
	Iteration 41Q: 3 clusters Score -3627916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34567 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3627937.250000 Penalty: 3114.244385
	Iteration 42Q: 3 clusters Score -3627937 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34579 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3627946.750000 Penalty: 3114.244385
	Iteration 43Q: 3 clusters Score -3627947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34582 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3627948.000000 Penalty: 3114.244385
	Iteration 44Q: 3 clusters Score -3627948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34583 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -3627947.500000 Penalty: 3114.244385
	Iteration 45Q: 3 clusters Score -3627948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34583 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -3627947.000000 Penalty: 3114.244385
	Iteration 46Q: 3 clusters Score -3627947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34583 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -3627952.250000 Penalty: 3114.244385
	Iteration 47Q: 3 clusters Score -3627952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34584 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -3627955.500000 Penalty: 3114.244385
	Iteration 48Q: 3 clusters Score -3627956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34586 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3627957.750000 Penalty: 3114.244385
	Iteration 49Q: 3 clusters Score -3627958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34587 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -3627953.750000 Penalty: 3114.244385
	Iteration 50Q: 3 clusters Score -3627954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34588 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -3627958.250000 Penalty: 3114.244385
	Iteration 51Q: 3 clusters Score -3627958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34590 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -3627960.500000 Penalty: 3114.244385
	Iteration 52Q: 3 clusters Score -3627960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34591 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -3627963.250000 Penalty: 3114.244385
	Iteration 53Q: 3 clusters Score -3627963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34592 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -3627960.500000 Penalty: 3114.244385
	Iteration 54Q: 3 clusters Score -3627960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34592 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -3627960.500000 Penalty: 3114.244385
	Iteration 55F: 3 clusters Score -3627960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Entering Unmasked Estep 
Score: -1155452.250000 Penalty: 1385.113159
	Iteration 0F: 2 clusters Score -1155452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1148067.375000 Penalty: 2770.226318
	Iteration 0F: 3 clusters Score -1148067 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1150458.750000 Penalty: 2770.226318
	Iteration 1F: 3 clusters Score -1150459 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1150810.875000 Penalty: 2770.226318
	Iteration 2F: 3 clusters Score -1150811 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1151051.500000 Penalty: 2770.226318
	Iteration 3Q: 3 clusters Score -1151052 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1151278.500000 Penalty: 2770.226318
	Iteration 4Q: 3 clusters Score -1151278 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1151517.000000 Penalty: 2770.226318
	Iteration 5Q: 3 clusters Score -1151517 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1151763.250000 Penalty: 2770.226318
	Iteration 6Q: 3 clusters Score -1151763 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1152020.625000 Penalty: 2770.226318
	Iteration 7Q: 3 clusters Score -1152021 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1152289.125000 Penalty: 2770.226318
	Iteration 8Q: 3 clusters Score -1152289 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1152555.500000 Penalty: 2770.226318
	Iteration 9Q: 3 clusters Score -1152556 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1152795.625000 Penalty: 2770.226318
	Iteration 10Q: 3 clusters Score -1152796 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1153004.625000 Penalty: 2770.226318
	Iteration 11Q: 3 clusters Score -1153005 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1153208.875000 Penalty: 2770.226318
	Iteration 12Q: 3 clusters Score -1153209 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1153400.375000 Penalty: 2770.226318
	Iteration 13Q: 3 clusters Score -1153400 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1153591.125000 Penalty: 2770.226318
	Iteration 14Q: 3 clusters Score -1153591 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1153785.250000 Penalty: 2770.226318
	Iteration 15Q: 3 clusters Score -1153785 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1153937.375000 Penalty: 2770.226318
	Iteration 16Q: 3 clusters Score -1153937 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1154069.250000 Penalty: 2770.226318
	Iteration 17Q: 3 clusters Score -1154069 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1154178.000000 Penalty: 2770.226318
	Iteration 18Q: 3 clusters Score -1154178 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1154252.625000 Penalty: 2770.226318
	Iteration 19Q: 3 clusters Score -1154253 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1154320.125000 Penalty: 2770.226318
	Iteration 20F: 3 clusters Score -1154320 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1154371.500000 Penalty: 2770.226318
	Iteration 21Q: 3 clusters Score -1154372 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1154423.000000 Penalty: 2770.226318
	Iteration 22Q: 3 clusters Score -1154423 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1154453.625000 Penalty: 2770.226318
	Iteration 23Q: 3 clusters Score -1154454 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1154480.625000 Penalty: 2770.226318
	Iteration 24Q: 3 clusters Score -1154481 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1154511.250000 Penalty: 2770.226318
	Iteration 25Q: 3 clusters Score -1154511 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1154536.125000 Penalty: 2770.226318
	Iteration 26Q: 3 clusters Score -1154536 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1154555.125000 Penalty: 2770.226318
	Iteration 27Q: 3 clusters Score -1154555 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1154567.000000 Penalty: 2770.226318
	Iteration 28Q: 3 clusters Score -1154567 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1154578.875000 Penalty: 2770.226318
	Iteration 29Q: 3 clusters Score -1154579 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1154590.500000 Penalty: 2770.226318
	Iteration 30Q: 3 clusters Score -1154590 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1154600.250000 Penalty: 2770.226318
	Iteration 31Q: 3 clusters Score -1154600 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1154603.500000 Penalty: 2770.226318
	Iteration 32Q: 3 clusters Score -1154604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1154612.375000 Penalty: 2770.226318
	Iteration 33Q: 3 clusters Score -1154612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1154613.375000 Penalty: 2770.226318
	Iteration 34Q: 3 clusters Score -1154613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1154618.750000 Penalty: 2770.226318
	Iteration 35Q: 3 clusters Score -1154619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1154621.500000 Penalty: 2770.226318
	Iteration 36Q: 3 clusters Score -1154622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1154624.875000 Penalty: 2770.226318
	Iteration 37Q: 3 clusters Score -1154625 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1154632.125000 Penalty: 2770.226318
	Iteration 38Q: 3 clusters Score -1154632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1154634.875000 Penalty: 2770.226318
	Iteration 39Q: 3 clusters Score -1154635 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1154636.750000 Penalty: 2770.226318
	Iteration 40F: 3 clusters Score -1154637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1154638.375000 Penalty: 2770.226318
	Iteration 41Q: 3 clusters Score -1154638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1154638.875000 Penalty: 2770.226318
	Iteration 42Q: 3 clusters Score -1154639 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1154640.125000 Penalty: 2770.226318
	Iteration 43Q: 3 clusters Score -1154640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1154646.750000 Penalty: 2770.226318
	Iteration 44Q: 3 clusters Score -1154647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1154648.750000 Penalty: 2770.226318
	Iteration 45Q: 3 clusters Score -1154649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1154650.125000 Penalty: 2770.226318
	Iteration 46Q: 3 clusters Score -1154650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1154648.875000 Penalty: 2770.226318
	Iteration 47Q: 3 clusters Score -1154649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1154649.750000 Penalty: 2770.226318
	Iteration 48Q: 3 clusters Score -1154650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1154649.750000 Penalty: 2770.226318
	Iteration 49F: 3 clusters Score -1154650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Entering Unmasked Estep 
Score: -710161.687500 Penalty: 1325.291504
	Iteration 0F: 2 clusters Score -710161.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -705054.562500 Penalty: 2650.583008
	Iteration 0F: 3 clusters Score -705054.6 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -706738.875000 Penalty: 2650.583008
	Iteration 1F: 3 clusters Score -706738.9 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -707085.062500 Penalty: 2650.583008
	Iteration 2F: 3 clusters Score -707085.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -707311.812500 Penalty: 2650.583008
	Iteration 3F: 3 clusters Score -707311.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -707467.875000 Penalty: 2650.583008
	Iteration 4Q: 3 clusters Score -707467.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -707581.375000 Penalty: 2650.583008
	Iteration 5Q: 3 clusters Score -707581.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -707672.687500 Penalty: 2650.583008
	Iteration 6Q: 3 clusters Score -707672.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -707740.625000 Penalty: 2650.583008
	Iteration 7Q: 3 clusters Score -707740.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -707793.062500 Penalty: 2650.583008
	Iteration 8Q: 3 clusters Score -707793.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -707839.437500 Penalty: 2650.583008
	Iteration 9Q: 3 clusters Score -707839.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -707885.937500 Penalty: 2650.583008
	Iteration 10Q: 3 clusters Score -707885.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -707939.437500 Penalty: 2650.583008
	Iteration 11Q: 3 clusters Score -707939.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -707989.312500 Penalty: 2650.583008
	Iteration 12Q: 3 clusters Score -707989.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -708045.125000 Penalty: 2650.583008
	Iteration 13Q: 3 clusters Score -708045.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -708093.375000 Penalty: 2650.583008
	Iteration 14Q: 3 clusters Score -708093.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -708140.187500 Penalty: 2650.583008
	Iteration 15Q: 3 clusters Score -708140.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -708178.312500 Penalty: 2650.583008
	Iteration 16Q: 3 clusters Score -708178.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -708208.812500 Penalty: 2650.583008
	Iteration 17Q: 3 clusters Score -708208.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -708244.625000 Penalty: 2650.583008
	Iteration 18Q: 3 clusters Score -708244.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -708284.812500 Penalty: 2650.583008
	Iteration 19Q: 3 clusters Score -708284.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -708336.250000 Penalty: 2650.583008
	Iteration 20F: 3 clusters Score -708336.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -708386.875000 Penalty: 2650.583008
	Iteration 21Q: 3 clusters Score -708386.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -708448.125000 Penalty: 2650.583008
	Iteration 22Q: 3 clusters Score -708448.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -708506.250000 Penalty: 2650.583008
	Iteration 23Q: 3 clusters Score -708506.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -708570.562500 Penalty: 2650.583008
	Iteration 24Q: 3 clusters Score -708570.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -708636.375000 Penalty: 2650.583008
	Iteration 25Q: 3 clusters Score -708636.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -708712.437500 Penalty: 2650.583008
	Iteration 26Q: 3 clusters Score -708712.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -708775.250000 Penalty: 2650.583008
	Iteration 27Q: 3 clusters Score -708775.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -708824.187500 Penalty: 2650.583008
	Iteration 28Q: 3 clusters Score -708824.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -708867.625000 Penalty: 2650.583008
	Iteration 29Q: 3 clusters Score -708867.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -708889.750000 Penalty: 2650.583008
	Iteration 30Q: 3 clusters Score -708889.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -708908.875000 Penalty: 2650.583008
	Iteration 31Q: 3 clusters Score -708908.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -708920.562500 Penalty: 2650.583008
	Iteration 32Q: 3 clusters Score -708920.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -708934.875000 Penalty: 2650.583008
	Iteration 33Q: 3 clusters Score -708934.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -708949.687500 Penalty: 2650.583008
	Iteration 34Q: 3 clusters Score -708949.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -708963.562500 Penalty: 2650.583008
	Iteration 35Q: 3 clusters Score -708963.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -708977.250000 Penalty: 2650.583008
	Iteration 36Q: 3 clusters Score -708977.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -708984.000000 Penalty: 2650.583008
	Iteration 37Q: 3 clusters Score -708984 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -708995.312500 Penalty: 2650.583008
	Iteration 38Q: 3 clusters Score -708995.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -709001.437500 Penalty: 2650.583008
	Iteration 39Q: 3 clusters Score -709001.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -709005.750000 Penalty: 2650.583008
	Iteration 40F: 3 clusters Score -709005.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -709012.062500 Penalty: 2650.583008
	Iteration 41Q: 3 clusters Score -709012.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -709014.625000 Penalty: 2650.583008
	Iteration 42Q: 3 clusters Score -709014.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -709020.312500 Penalty: 2650.583008
	Iteration 43Q: 3 clusters Score -709020.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -709024.812500 Penalty: 2650.583008
	Iteration 44Q: 3 clusters Score -709024.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -709030.562500 Penalty: 2650.583008
	Iteration 45Q: 3 clusters Score -709030.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -709033.312500 Penalty: 2650.583008
	Iteration 46Q: 3 clusters Score -709033.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -709037.562500 Penalty: 2650.583008
	Iteration 47Q: 3 clusters Score -709037.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -709040.750000 Penalty: 2650.583008
	Iteration 48Q: 3 clusters Score -709040.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -709045.500000 Penalty: 2650.583008
	Iteration 49Q: 3 clusters Score -709045.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -709050.375000 Penalty: 2650.583008
	Iteration 50Q: 3 clusters Score -709050.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -709056.687500 Penalty: 2650.583008
	Iteration 51Q: 3 clusters Score -709056.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -709060.187500 Penalty: 2650.583008
	Iteration 52Q: 3 clusters Score -709060.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -709065.625000 Penalty: 2650.583008
	Iteration 53Q: 3 clusters Score -709065.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -709070.312500 Penalty: 2650.583008
	Iteration 54Q: 3 clusters Score -709070.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -709074.187500 Penalty: 2650.583008
	Iteration 55Q: 3 clusters Score -709074.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -709078.500000 Penalty: 2650.583008
	Iteration 56Q: 3 clusters Score -709078.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -709083.375000 Penalty: 2650.583008
	Iteration 57Q: 3 clusters Score -709083.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -709088.812500 Penalty: 2650.583008
	Iteration 58Q: 3 clusters Score -709088.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -709097.937500 Penalty: 2650.583008
	Iteration 59Q: 3 clusters Score -709097.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -709112.437500 Penalty: 2650.583008
	Iteration 60F: 3 clusters Score -709112.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -709121.312500 Penalty: 2650.583008
	Iteration 61Q: 3 clusters Score -709121.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -709129.250000 Penalty: 2650.583008
	Iteration 62Q: 3 clusters Score -709129.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -709131.937500 Penalty: 2650.583008
	Iteration 63Q: 3 clusters Score -709131.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -709137.437500 Penalty: 2650.583008
	Iteration 64Q: 3 clusters Score -709137.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -709141.125000 Penalty: 2650.583008
	Iteration 65Q: 3 clusters Score -709141.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -709146.437500 Penalty: 2650.583008
	Iteration 66Q: 3 clusters Score -709146.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -709149.250000 Penalty: 2650.583008
	Iteration 67Q: 3 clusters Score -709149.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -709153.687500 Penalty: 2650.583008
	Iteration 68Q: 3 clusters Score -709153.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -709155.187500 Penalty: 2650.583008
	Iteration 69Q: 3 clusters Score -709155.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -709156.125000 Penalty: 2650.583008
	Iteration 70Q: 3 clusters Score -709156.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -709159.875000 Penalty: 2650.583008
	Iteration 71Q: 3 clusters Score -709159.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -709162.562500 Penalty: 2650.583008
	Iteration 72Q: 3 clusters Score -709162.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -709165.562500 Penalty: 2650.583008
	Iteration 73Q: 3 clusters Score -709165.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -709167.125000 Penalty: 2650.583008
	Iteration 74Q: 3 clusters Score -709167.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -709166.750000 Penalty: 2650.583008
	Iteration 75Q: 3 clusters Score -709166.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -709168.500000 Penalty: 2650.583008
	Iteration 76Q: 3 clusters Score -709168.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -709173.562500 Penalty: 2650.583008
	Iteration 77Q: 3 clusters Score -709173.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -709173.750000 Penalty: 2650.583008
	Iteration 78Q: 3 clusters Score -709173.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -709174.000000 Penalty: 2650.583008
	Iteration 79Q: 3 clusters Score -709174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -709175.812500 Penalty: 2650.583008
	Iteration 80F: 3 clusters Score -709175.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -709176.437500 Penalty: 2650.583008
	Iteration 81Q: 3 clusters Score -709176.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -709176.000000 Penalty: 2650.583008
	Iteration 82Q: 3 clusters Score -709176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -709178.375000 Penalty: 2650.583008
	Iteration 83Q: 3 clusters Score -709178.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -709178.375000 Penalty: 2650.583008
	Iteration 84F: 3 clusters Score -709178.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Entering Unmasked Estep 
Score: -115928.109375 Penalty: 1080.574829
	Iteration 0F: 2 clusters Score -115928.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -114461.867188 Penalty: 2161.149658
	Iteration 0F: 3 clusters Score -114461.9 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -114968.835938 Penalty: 2161.149658
	Iteration 1F: 3 clusters Score -114968.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -115111.210938 Penalty: 2161.149658
	Iteration 2F: 3 clusters Score -115111.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -115214.250000 Penalty: 2161.149658
	Iteration 3Q: 3 clusters Score -115214.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -115274.578125 Penalty: 2161.149658
	Iteration 4Q: 3 clusters Score -115274.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -115312.914062 Penalty: 2161.149658
	Iteration 5Q: 3 clusters Score -115312.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -115333.250000 Penalty: 2161.149658
	Iteration 6Q: 3 clusters Score -115333.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -115353.273438 Penalty: 2161.149658
	Iteration 7Q: 3 clusters Score -115353.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -115363.140625 Penalty: 2161.149658
	Iteration 8Q: 3 clusters Score -115363.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -115380.671875 Penalty: 2161.149658
	Iteration 9Q: 3 clusters Score -115380.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -115401.234375 Penalty: 2161.149658
	Iteration 10Q: 3 clusters Score -115401.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -115413.023438 Penalty: 2161.149658
	Iteration 11Q: 3 clusters Score -115413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -115418.562500 Penalty: 2161.149658
	Iteration 12Q: 3 clusters Score -115418.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -115433.679688 Penalty: 2161.149658
	Iteration 13Q: 3 clusters Score -115433.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -115449.015625 Penalty: 2161.149658
	Iteration 14Q: 3 clusters Score -115449 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -115465.671875 Penalty: 2161.149658
	Iteration 15Q: 3 clusters Score -115465.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -115478.515625 Penalty: 2161.149658
	Iteration 16Q: 3 clusters Score -115478.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -115501.796875 Penalty: 2161.149658
	Iteration 17Q: 3 clusters Score -115501.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -115539.648438 Penalty: 2161.149658
	Iteration 18Q: 3 clusters Score -115539.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -115563.617188 Penalty: 2161.149658
	Iteration 19Q: 3 clusters Score -115563.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -115581.460938 Penalty: 2161.149658
	Iteration 20F: 3 clusters Score -115581.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -115592.609375 Penalty: 2161.149658
	Iteration 21Q: 3 clusters Score -115592.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -115598.640625 Penalty: 2161.149658
	Iteration 22Q: 3 clusters Score -115598.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -115602.898438 Penalty: 2161.149658
	Iteration 23Q: 3 clusters Score -115602.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -115611.507812 Penalty: 2161.149658
	Iteration 24Q: 3 clusters Score -115611.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -115636.921875 Penalty: 2161.149658
	Iteration 25Q: 3 clusters Score -115636.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -115705.484375 Penalty: 2161.149658
	Iteration 26Q: 3 clusters Score -115705.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -115782.015625 Penalty: 2161.149658
	Iteration 27Q: 3 clusters Score -115782 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -115813.414062 Penalty: 2161.149658
	Iteration 28Q: 3 clusters Score -115813.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -115833.359375 Penalty: 2161.149658
	Iteration 29Q: 3 clusters Score -115833.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -115845.531250 Penalty: 2161.149658
	Iteration 30Q: 3 clusters Score -115845.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -115855.679688 Penalty: 2161.149658
	Iteration 31Q: 3 clusters Score -115855.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -115866.132812 Penalty: 2161.149658
	Iteration 32Q: 3 clusters Score -115866.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -115872.445312 Penalty: 2161.149658
	Iteration 33Q: 3 clusters Score -115872.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -115879.640625 Penalty: 2161.149658
	Iteration 34Q: 3 clusters Score -115879.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -115881.148438 Penalty: 2161.149658
	Iteration 35Q: 3 clusters Score -115881.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -115881.148438 Penalty: 2161.149658
	Iteration 36F: 3 clusters Score -115881.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (36775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36775 members 
Entering Unmasked Estep 
Score: -3817978.000000 Penalty: 1564.270874
	Iteration 0F: 2 clusters Score -3817978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -3794020.750000 Penalty: 3128.541748
	Iteration 0F: 3 clusters Score -3794021 nChanged 16763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -3803349.000000 Penalty: 3128.541748
	Iteration 1F: 3 clusters Score -3803349 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -3803886.750000 Penalty: 3128.541748
	Iteration 2Q: 3 clusters Score -3803887 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -3804479.750000 Penalty: 3128.541748
	Iteration 3Q: 3 clusters Score -3804480 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -3805072.500000 Penalty: 3128.541748
	Iteration 4Q: 3 clusters Score -3805072 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -3805781.250000 Penalty: 3128.541748
	Iteration 5Q: 3 clusters Score -3805781 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -3806651.250000 Penalty: 3128.541748
	Iteration 6Q: 3 clusters Score -3806651 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -3807738.750000 Penalty: 3128.541748
	Iteration 7F: 3 clusters Score -3807739 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -3808854.000000 Penalty: 3128.541748
	Iteration 8F: 3 clusters Score -3808854 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24509 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -3809962.250000 Penalty: 3128.541748
	Iteration 9F: 3 clusters Score -3809962 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25688 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -3810936.500000 Penalty: 3128.541748
	Iteration 10Q: 3 clusters Score -3810936 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26839 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -3811846.250000 Penalty: 3128.541748
	Iteration 11Q: 3 clusters Score -3811846 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27810 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -3812619.500000 Penalty: 3128.541748
	Iteration 12Q: 3 clusters Score -3812620 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28666 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -3813306.000000 Penalty: 3128.541748
	Iteration 13Q: 3 clusters Score -3813306 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29448 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -3813912.000000 Penalty: 3128.541748
	Iteration 14Q: 3 clusters Score -3813912 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30088 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -3814331.750000 Penalty: 3128.541748
	Iteration 15Q: 3 clusters Score -3814332 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30647 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -3814659.250000 Penalty: 3128.541748
	Iteration 16Q: 3 clusters Score -3814659 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -3814885.250000 Penalty: 3128.541748
	Iteration 17Q: 3 clusters Score -3814885 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31589 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -3815085.500000 Penalty: 3128.541748
	Iteration 18Q: 3 clusters Score -3815086 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31976 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -3815260.750000 Penalty: 3128.541748
	Iteration 19Q: 3 clusters Score -3815261 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32322 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -3815402.750000 Penalty: 3128.541748
	Iteration 20F: 3 clusters Score -3815403 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32630 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -3815527.500000 Penalty: 3128.541748
	Iteration 21Q: 3 clusters Score -3815528 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32929 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -3815642.000000 Penalty: 3128.541748
	Iteration 22Q: 3 clusters Score -3815642 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33161 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -3815715.250000 Penalty: 3128.541748
	Iteration 23Q: 3 clusters Score -3815715 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33353 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -3815777.000000 Penalty: 3128.541748
	Iteration 24Q: 3 clusters Score -3815777 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33516 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -3815835.250000 Penalty: 3128.541748
	Iteration 25Q: 3 clusters Score -3815835 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33691 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -3815881.250000 Penalty: 3128.541748
	Iteration 26Q: 3 clusters Score -3815881 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33861 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -3815949.000000 Penalty: 3128.541748
	Iteration 27Q: 3 clusters Score -3815949 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34032 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -3816003.750000 Penalty: 3128.541748
	Iteration 28Q: 3 clusters Score -3816004 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34189 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -3816065.500000 Penalty: 3128.541748
	Iteration 29Q: 3 clusters Score -3816066 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34335 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -3816121.500000 Penalty: 3128.541748
	Iteration 30Q: 3 clusters Score -3816122 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34468 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -3816170.500000 Penalty: 3128.541748
	Iteration 31Q: 3 clusters Score -3816170 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34589 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -3816227.250000 Penalty: 3128.541748
	Iteration 32Q: 3 clusters Score -3816227 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34701 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -3816259.500000 Penalty: 3128.541748
	Iteration 33Q: 3 clusters Score -3816260 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34794 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -3816289.000000 Penalty: 3128.541748
	Iteration 34Q: 3 clusters Score -3816289 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34887 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -3816326.750000 Penalty: 3128.541748
	Iteration 35Q: 3 clusters Score -3816327 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34980 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -3816370.500000 Penalty: 3128.541748
	Iteration 36Q: 3 clusters Score -3816370 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35087 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -3816407.500000 Penalty: 3128.541748
	Iteration 37Q: 3 clusters Score -3816408 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35176 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -3816459.000000 Penalty: 3128.541748
	Iteration 38Q: 3 clusters Score -3816459 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35254 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -3816486.250000 Penalty: 3128.541748
	Iteration 39Q: 3 clusters Score -3816486 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35311 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -3816511.000000 Penalty: 3128.541748
	Iteration 40F: 3 clusters Score -3816511 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35368 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -3816518.750000 Penalty: 3128.541748
	Iteration 41Q: 3 clusters Score -3816519 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35412 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3816538.500000 Penalty: 3128.541748
	Iteration 42Q: 3 clusters Score -3816538 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35445 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -3816552.250000 Penalty: 3128.541748
	Iteration 43Q: 3 clusters Score -3816552 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35477 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -3816564.000000 Penalty: 3128.541748
	Iteration 44Q: 3 clusters Score -3816564 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35510 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -3816581.250000 Penalty: 3128.541748
	Iteration 45Q: 3 clusters Score -3816581 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35545 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -3816595.250000 Penalty: 3128.541748
	Iteration 46Q: 3 clusters Score -3816595 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35574 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -3816602.250000 Penalty: 3128.541748
	Iteration 47Q: 3 clusters Score -3816602 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35599 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -3816614.750000 Penalty: 3128.541748
	Iteration 48Q: 3 clusters Score -3816615 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35619 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -3816627.750000 Penalty: 3128.541748
	Iteration 49Q: 3 clusters Score -3816628 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35644 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -3816644.000000 Penalty: 3128.541748
	Iteration 50Q: 3 clusters Score -3816644 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35672 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3816652.000000 Penalty: 3128.541748
	Iteration 51Q: 3 clusters Score -3816652 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35700 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -3816655.750000 Penalty: 3128.541748
	Iteration 52Q: 3 clusters Score -3816656 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35722 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -3816663.500000 Penalty: 3128.541748
	Iteration 53Q: 3 clusters Score -3816664 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35748 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -3816673.250000 Penalty: 3128.541748
	Iteration 54Q: 3 clusters Score -3816673 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35769 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -3816683.000000 Penalty: 3128.541748
	Iteration 55Q: 3 clusters Score -3816683 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35782 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -3816690.000000 Penalty: 3128.541748
	Iteration 56Q: 3 clusters Score -3816690 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35793 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -3816703.250000 Penalty: 3128.541748
	Iteration 57Q: 3 clusters Score -3816703 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35807 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -3816705.250000 Penalty: 3128.541748
	Iteration 58Q: 3 clusters Score -3816705 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35818 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -3816707.250000 Penalty: 3128.541748
	Iteration 59Q: 3 clusters Score -3816707 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35834 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -3816718.000000 Penalty: 3128.541748
	Iteration 60F: 3 clusters Score -3816718 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35849 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -3816723.000000 Penalty: 3128.541748
	Iteration 61Q: 3 clusters Score -3816723 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35862 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -3816722.750000 Penalty: 3128.541748
	Iteration 62Q: 3 clusters Score -3816723 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35874 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -3816730.000000 Penalty: 3128.541748
	Iteration 63Q: 3 clusters Score -3816730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35879 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -3816731.000000 Penalty: 3128.541748
	Iteration 64Q: 3 clusters Score -3816731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35884 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -3816730.500000 Penalty: 3128.541748
	Iteration 65Q: 3 clusters Score -3816730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35893 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -3816736.250000 Penalty: 3128.541748
	Iteration 66Q: 3 clusters Score -3816736 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35910 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3816753.000000 Penalty: 3128.541748
	Iteration 67Q: 3 clusters Score -3816753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35916 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3816758.000000 Penalty: 3128.541748
	Iteration 68Q: 3 clusters Score -3816758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35923 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -3816757.750000 Penalty: 3128.541748
	Iteration 69Q: 3 clusters Score -3816758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35929 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3816756.000000 Penalty: 3128.541748
	Iteration 70Q: 3 clusters Score -3816756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35933 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3816758.500000 Penalty: 3128.541748
	Iteration 71Q: 3 clusters Score -3816758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35939 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3816759.000000 Penalty: 3128.541748
	Iteration 72Q: 3 clusters Score -3816759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35942 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -3816763.500000 Penalty: 3128.541748
	Iteration 73Q: 3 clusters Score -3816764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35944 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -3816765.250000 Penalty: 3128.541748
	Iteration 74Q: 3 clusters Score -3816765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35945 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3816767.250000 Penalty: 3128.541748
	Iteration 75Q: 3 clusters Score -3816767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35945 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3816767.250000 Penalty: 3128.541748
	Iteration 76F: 3 clusters Score -3816767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -560882.625000 Penalty: 1283.902466
	Iteration 0F: 2 clusters Score -560882.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -556923.687500 Penalty: 2567.804932
	Iteration 0F: 3 clusters Score -556923.7 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -558179.312500 Penalty: 2567.804932
	Iteration 1F: 3 clusters Score -558179.3 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -558475.250000 Penalty: 2567.804932
	Iteration 2F: 3 clusters Score -558475.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -558678.625000 Penalty: 2567.804932
	Iteration 3F: 3 clusters Score -558678.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -558869.875000 Penalty: 2567.804932
	Iteration 4F: 3 clusters Score -558869.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -559047.062500 Penalty: 2567.804932
	Iteration 5Q: 3 clusters Score -559047.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -559196.875000 Penalty: 2567.804932
	Iteration 6Q: 3 clusters Score -559196.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -559339.625000 Penalty: 2567.804932
	Iteration 7Q: 3 clusters Score -559339.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -559490.437500 Penalty: 2567.804932
	Iteration 8Q: 3 clusters Score -559490.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -559617.375000 Penalty: 2567.804932
	Iteration 9Q: 3 clusters Score -559617.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -559742.187500 Penalty: 2567.804932
	Iteration 10Q: 3 clusters Score -559742.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -559860.437500 Penalty: 2567.804932
	Iteration 11Q: 3 clusters Score -559860.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -559947.000000 Penalty: 2567.804932
	Iteration 12Q: 3 clusters Score -559947 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -560013.937500 Penalty: 2567.804932
	Iteration 13Q: 3 clusters Score -560013.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -560057.062500 Penalty: 2567.804932
	Iteration 14Q: 3 clusters Score -560057.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -560081.500000 Penalty: 2567.804932
	Iteration 15Q: 3 clusters Score -560081.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -560106.500000 Penalty: 2567.804932
	Iteration 16Q: 3 clusters Score -560106.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -560126.750000 Penalty: 2567.804932
	Iteration 17Q: 3 clusters Score -560126.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -560142.375000 Penalty: 2567.804932
	Iteration 18Q: 3 clusters Score -560142.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -560158.562500 Penalty: 2567.804932
	Iteration 19Q: 3 clusters Score -560158.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -560170.312500 Penalty: 2567.804932
	Iteration 20F: 3 clusters Score -560170.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -560182.562500 Penalty: 2567.804932
	Iteration 21Q: 3 clusters Score -560182.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -560188.812500 Penalty: 2567.804932
	Iteration 22Q: 3 clusters Score -560188.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -560192.187500 Penalty: 2567.804932
	Iteration 23Q: 3 clusters Score -560192.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -560198.375000 Penalty: 2567.804932
	Iteration 24Q: 3 clusters Score -560198.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -560202.000000 Penalty: 2567.804932
	Iteration 25Q: 3 clusters Score -560202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -560206.125000 Penalty: 2567.804932
	Iteration 26Q: 3 clusters Score -560206.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -560207.562500 Penalty: 2567.804932
	Iteration 27Q: 3 clusters Score -560207.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -560209.437500 Penalty: 2567.804932
	Iteration 28Q: 3 clusters Score -560209.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -560208.750000 Penalty: 2567.804932
	Iteration 29Q: 3 clusters Score -560208.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -560208.937500 Penalty: 2567.804932
	Iteration 30Q: 3 clusters Score -560208.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -560209.687500 Penalty: 2567.804932
	Iteration 31Q: 3 clusters Score -560209.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -560209.687500 Penalty: 2567.804932
	Iteration 32F: 3 clusters Score -560209.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Entering Unmasked Estep 
Score: -399930.250000 Penalty: 1250.151855
	Iteration 0F: 2 clusters Score -399930.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -396619.218750 Penalty: 2500.303711
	Iteration 0F: 3 clusters Score -396619.2 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -397667.406250 Penalty: 2500.303711
	Iteration 1F: 3 clusters Score -397667.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -398029.312500 Penalty: 2500.303711
	Iteration 2F: 3 clusters Score -398029.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -398370.343750 Penalty: 2500.303711
	Iteration 3F: 3 clusters Score -398370.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -398656.062500 Penalty: 2500.303711
	Iteration 4F: 3 clusters Score -398656.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -398873.593750 Penalty: 2500.303711
	Iteration 5F: 3 clusters Score -398873.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -399058.968750 Penalty: 2500.303711
	Iteration 6Q: 3 clusters Score -399059 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -399191.968750 Penalty: 2500.303711
	Iteration 7Q: 3 clusters Score -399192 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -399302.718750 Penalty: 2500.303711
	Iteration 8Q: 3 clusters Score -399302.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -399399.125000 Penalty: 2500.303711
	Iteration 9Q: 3 clusters Score -399399.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -399487.750000 Penalty: 2500.303711
	Iteration 10Q: 3 clusters Score -399487.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -399549.156250 Penalty: 2500.303711
	Iteration 11Q: 3 clusters Score -399549.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -399585.312500 Penalty: 2500.303711
	Iteration 12Q: 3 clusters Score -399585.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -399616.312500 Penalty: 2500.303711
	Iteration 13Q: 3 clusters Score -399616.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -399644.906250 Penalty: 2500.303711
	Iteration 14Q: 3 clusters Score -399644.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -399663.281250 Penalty: 2500.303711
	Iteration 15Q: 3 clusters Score -399663.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -399675.625000 Penalty: 2500.303711
	Iteration 16Q: 3 clusters Score -399675.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -399688.781250 Penalty: 2500.303711
	Iteration 17Q: 3 clusters Score -399688.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -399702.750000 Penalty: 2500.303711
	Iteration 18Q: 3 clusters Score -399702.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -399715.875000 Penalty: 2500.303711
	Iteration 19Q: 3 clusters Score -399715.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -399731.343750 Penalty: 2500.303711
	Iteration 20F: 3 clusters Score -399731.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -399739.062500 Penalty: 2500.303711
	Iteration 21Q: 3 clusters Score -399739.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -399746.812500 Penalty: 2500.303711
	Iteration 22Q: 3 clusters Score -399746.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -399753.468750 Penalty: 2500.303711
	Iteration 23Q: 3 clusters Score -399753.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -399760.593750 Penalty: 2500.303711
	Iteration 24Q: 3 clusters Score -399760.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -399771.812500 Penalty: 2500.303711
	Iteration 25Q: 3 clusters Score -399771.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -399784.000000 Penalty: 2500.303711
	Iteration 26Q: 3 clusters Score -399784 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -399791.531250 Penalty: 2500.303711
	Iteration 27Q: 3 clusters Score -399791.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -399795.406250 Penalty: 2500.303711
	Iteration 28Q: 3 clusters Score -399795.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -399799.875000 Penalty: 2500.303711
	Iteration 29Q: 3 clusters Score -399799.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -399803.093750 Penalty: 2500.303711
	Iteration 30Q: 3 clusters Score -399803.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -399806.218750 Penalty: 2500.303711
	Iteration 31Q: 3 clusters Score -399806.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -399807.781250 Penalty: 2500.303711
	Iteration 32Q: 3 clusters Score -399807.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -399809.625000 Penalty: 2500.303711
	Iteration 33Q: 3 clusters Score -399809.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -399810.906250 Penalty: 2500.303711
	Iteration 34Q: 3 clusters Score -399810.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -399812.187500 Penalty: 2500.303711
	Iteration 35Q: 3 clusters Score -399812.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -399814.437500 Penalty: 2500.303711
	Iteration 36Q: 3 clusters Score -399814.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -399816.812500 Penalty: 2500.303711
	Iteration 37Q: 3 clusters Score -399816.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -399819.343750 Penalty: 2500.303711
	Iteration 38Q: 3 clusters Score -399819.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -399821.906250 Penalty: 2500.303711
	Iteration 39Q: 3 clusters Score -399821.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -399822.812500 Penalty: 2500.303711
	Iteration 40F: 3 clusters Score -399822.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -399822.750000 Penalty: 2500.303711
	Iteration 41Q: 3 clusters Score -399822.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -399823.875000 Penalty: 2500.303711
	Iteration 42Q: 3 clusters Score -399823.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -399824.406250 Penalty: 2500.303711
	Iteration 43Q: 3 clusters Score -399824.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -399824.406250 Penalty: 2500.303711
	Iteration 44F: 3 clusters Score -399824.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Entering Unmasked Estep 
Score: -672888.062500 Penalty: 1304.717529
	Iteration 0F: 2 clusters Score -672888.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -668318.000000 Penalty: 2609.435059
	Iteration 0F: 3 clusters Score -668318 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -669731.625000 Penalty: 2609.435059
	Iteration 1F: 3 clusters Score -669731.6 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -669977.500000 Penalty: 2609.435059
	Iteration 2F: 3 clusters Score -669977.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -670166.312500 Penalty: 2609.435059
	Iteration 3F: 3 clusters Score -670166.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -670294.187500 Penalty: 2609.435059
	Iteration 4Q: 3 clusters Score -670294.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -670406.562500 Penalty: 2609.435059
	Iteration 5Q: 3 clusters Score -670406.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -670495.812500 Penalty: 2609.435059
	Iteration 6Q: 3 clusters Score -670495.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -670570.812500 Penalty: 2609.435059
	Iteration 7Q: 3 clusters Score -670570.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -670637.812500 Penalty: 2609.435059
	Iteration 8Q: 3 clusters Score -670637.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -670693.625000 Penalty: 2609.435059
	Iteration 9Q: 3 clusters Score -670693.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -670742.437500 Penalty: 2609.435059
	Iteration 10Q: 3 clusters Score -670742.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -670800.625000 Penalty: 2609.435059
	Iteration 11Q: 3 clusters Score -670800.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -670865.937500 Penalty: 2609.435059
	Iteration 12Q: 3 clusters Score -670865.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -670915.437500 Penalty: 2609.435059
	Iteration 13Q: 3 clusters Score -670915.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -670951.500000 Penalty: 2609.435059
	Iteration 14Q: 3 clusters Score -670951.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -670990.562500 Penalty: 2609.435059
	Iteration 15Q: 3 clusters Score -670990.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -671024.875000 Penalty: 2609.435059
	Iteration 16Q: 3 clusters Score -671024.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -671063.437500 Penalty: 2609.435059
	Iteration 17Q: 3 clusters Score -671063.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -671101.750000 Penalty: 2609.435059
	Iteration 18Q: 3 clusters Score -671101.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -671140.062500 Penalty: 2609.435059
	Iteration 19Q: 3 clusters Score -671140.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -671173.937500 Penalty: 2609.435059
	Iteration 20F: 3 clusters Score -671173.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -671205.437500 Penalty: 2609.435059
	Iteration 21Q: 3 clusters Score -671205.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -671230.125000 Penalty: 2609.435059
	Iteration 22Q: 3 clusters Score -671230.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -671252.750000 Penalty: 2609.435059
	Iteration 23Q: 3 clusters Score -671252.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -671275.312500 Penalty: 2609.435059
	Iteration 24Q: 3 clusters Score -671275.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -671293.125000 Penalty: 2609.435059
	Iteration 25Q: 3 clusters Score -671293.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -671305.062500 Penalty: 2609.435059
	Iteration 26Q: 3 clusters Score -671305.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -671318.250000 Penalty: 2609.435059
	Iteration 27Q: 3 clusters Score -671318.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -671329.750000 Penalty: 2609.435059
	Iteration 28Q: 3 clusters Score -671329.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -671341.812500 Penalty: 2609.435059
	Iteration 29Q: 3 clusters Score -671341.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -671352.312500 Penalty: 2609.435059
	Iteration 30Q: 3 clusters Score -671352.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -671364.437500 Penalty: 2609.435059
	Iteration 31Q: 3 clusters Score -671364.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -671373.750000 Penalty: 2609.435059
	Iteration 32Q: 3 clusters Score -671373.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -671385.437500 Penalty: 2609.435059
	Iteration 33Q: 3 clusters Score -671385.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -671397.375000 Penalty: 2609.435059
	Iteration 34Q: 3 clusters Score -671397.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -671409.187500 Penalty: 2609.435059
	Iteration 35Q: 3 clusters Score -671409.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -671418.500000 Penalty: 2609.435059
	Iteration 36Q: 3 clusters Score -671418.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -671428.875000 Penalty: 2609.435059
	Iteration 37Q: 3 clusters Score -671428.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -671440.812500 Penalty: 2609.435059
	Iteration 38Q: 3 clusters Score -671440.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -671450.437500 Penalty: 2609.435059
	Iteration 39Q: 3 clusters Score -671450.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -671458.812500 Penalty: 2609.435059
	Iteration 40F: 3 clusters Score -671458.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -671463.312500 Penalty: 2609.435059
	Iteration 41Q: 3 clusters Score -671463.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -671465.250000 Penalty: 2609.435059
	Iteration 42Q: 3 clusters Score -671465.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -671469.000000 Penalty: 2609.435059
	Iteration 43Q: 3 clusters Score -671469 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -671471.625000 Penalty: 2609.435059
	Iteration 44Q: 3 clusters Score -671471.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -671474.562500 Penalty: 2609.435059
	Iteration 45Q: 3 clusters Score -671474.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -671477.250000 Penalty: 2609.435059
	Iteration 46Q: 3 clusters Score -671477.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -671479.375000 Penalty: 2609.435059
	Iteration 47Q: 3 clusters Score -671479.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -671481.250000 Penalty: 2609.435059
	Iteration 48Q: 3 clusters Score -671481.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -671484.312500 Penalty: 2609.435059
	Iteration 49Q: 3 clusters Score -671484.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -671487.062500 Penalty: 2609.435059
	Iteration 50Q: 3 clusters Score -671487.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -671492.750000 Penalty: 2609.435059
	Iteration 51Q: 3 clusters Score -671492.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -671500.687500 Penalty: 2609.435059
	Iteration 52Q: 3 clusters Score -671500.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -671508.687500 Penalty: 2609.435059
	Iteration 53Q: 3 clusters Score -671508.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -671512.187500 Penalty: 2609.435059
	Iteration 54Q: 3 clusters Score -671512.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -671517.687500 Penalty: 2609.435059
	Iteration 55Q: 3 clusters Score -671517.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -671522.687500 Penalty: 2609.435059
	Iteration 56Q: 3 clusters Score -671522.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -671526.750000 Penalty: 2609.435059
	Iteration 57Q: 3 clusters Score -671526.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -671532.750000 Penalty: 2609.435059
	Iteration 58Q: 3 clusters Score -671532.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -671540.937500 Penalty: 2609.435059
	Iteration 59Q: 3 clusters Score -671540.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -671551.937500 Penalty: 2609.435059
	Iteration 60F: 3 clusters Score -671551.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -671559.250000 Penalty: 2609.435059
	Iteration 61Q: 3 clusters Score -671559.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -671573.500000 Penalty: 2609.435059
	Iteration 62Q: 3 clusters Score -671573.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -671585.562500 Penalty: 2609.435059
	Iteration 63Q: 3 clusters Score -671585.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -671595.000000 Penalty: 2609.435059
	Iteration 64Q: 3 clusters Score -671595 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -671606.437500 Penalty: 2609.435059
	Iteration 65Q: 3 clusters Score -671606.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -671618.687500 Penalty: 2609.435059
	Iteration 66Q: 3 clusters Score -671618.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -671625.375000 Penalty: 2609.435059
	Iteration 67Q: 3 clusters Score -671625.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -671637.562500 Penalty: 2609.435059
	Iteration 68Q: 3 clusters Score -671637.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -671645.687500 Penalty: 2609.435059
	Iteration 69Q: 3 clusters Score -671645.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -671650.312500 Penalty: 2609.435059
	Iteration 70Q: 3 clusters Score -671650.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -671655.937500 Penalty: 2609.435059
	Iteration 71Q: 3 clusters Score -671655.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -671663.750000 Penalty: 2609.435059
	Iteration 72Q: 3 clusters Score -671663.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -671673.437500 Penalty: 2609.435059
	Iteration 73Q: 3 clusters Score -671673.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -671685.062500 Penalty: 2609.435059
	Iteration 74Q: 3 clusters Score -671685.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -671695.437500 Penalty: 2609.435059
	Iteration 75Q: 3 clusters Score -671695.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -671699.687500 Penalty: 2609.435059
	Iteration 76Q: 3 clusters Score -671699.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -671707.562500 Penalty: 2609.435059
	Iteration 77Q: 3 clusters Score -671707.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -671713.375000 Penalty: 2609.435059
	Iteration 78Q: 3 clusters Score -671713.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -671715.812500 Penalty: 2609.435059
	Iteration 79Q: 3 clusters Score -671715.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -671717.937500 Penalty: 2609.435059
	Iteration 80F: 3 clusters Score -671717.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -671719.812500 Penalty: 2609.435059
	Iteration 81Q: 3 clusters Score -671719.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -671722.812500 Penalty: 2609.435059
	Iteration 82Q: 3 clusters Score -671722.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -671726.437500 Penalty: 2609.435059
	Iteration 83Q: 3 clusters Score -671726.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -671729.000000 Penalty: 2609.435059
	Iteration 84Q: 3 clusters Score -671729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -671729.562500 Penalty: 2609.435059
	Iteration 85Q: 3 clusters Score -671729.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -671729.812500 Penalty: 2609.435059
	Iteration 86Q: 3 clusters Score -671729.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -671731.375000 Penalty: 2609.435059
	Iteration 87Q: 3 clusters Score -671731.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -671731.750000 Penalty: 2609.435059
	Iteration 88Q: 3 clusters Score -671731.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -671731.750000 Penalty: 2609.435059
	Iteration 89F: 3 clusters Score -671731.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Entering Unmasked Estep 
Score: -1527274.500000 Penalty: 1427.856079
	Iteration 0F: 2 clusters Score -1527274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1517529.625000 Penalty: 2855.712158
	Iteration 0F: 3 clusters Score -1517530 nChanged 6387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1521011.125000 Penalty: 2855.712158
	Iteration 1F: 3 clusters Score -1521011 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1521365.125000 Penalty: 2855.712158
	Iteration 2F: 3 clusters Score -1521365 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1521666.500000 Penalty: 2855.712158
	Iteration 3Q: 3 clusters Score -1521666 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1521895.250000 Penalty: 2855.712158
	Iteration 4Q: 3 clusters Score -1521895 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1522085.875000 Penalty: 2855.712158
	Iteration 5Q: 3 clusters Score -1522086 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1522269.125000 Penalty: 2855.712158
	Iteration 6Q: 3 clusters Score -1522269 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1522475.500000 Penalty: 2855.712158
	Iteration 7Q: 3 clusters Score -1522476 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1522679.500000 Penalty: 2855.712158
	Iteration 8Q: 3 clusters Score -1522680 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1522914.000000 Penalty: 2855.712158
	Iteration 9Q: 3 clusters Score -1522914 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1523169.750000 Penalty: 2855.712158
	Iteration 10Q: 3 clusters Score -1523170 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1523453.625000 Penalty: 2855.712158
	Iteration 11Q: 3 clusters Score -1523454 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1523824.875000 Penalty: 2855.712158
	Iteration 12Q: 3 clusters Score -1523825 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1524253.500000 Penalty: 2855.712158
	Iteration 13Q: 3 clusters Score -1524254 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1524646.750000 Penalty: 2855.712158
	Iteration 14Q: 3 clusters Score -1524647 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1524990.000000 Penalty: 2855.712158
	Iteration 15Q: 3 clusters Score -1524990 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1525283.125000 Penalty: 2855.712158
	Iteration 16Q: 3 clusters Score -1525283 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1525502.250000 Penalty: 2855.712158
	Iteration 17Q: 3 clusters Score -1525502 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1525705.750000 Penalty: 2855.712158
	Iteration 18Q: 3 clusters Score -1525706 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1525844.875000 Penalty: 2855.712158
	Iteration 19Q: 3 clusters Score -1525845 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1525961.875000 Penalty: 2855.712158
	Iteration 20F: 3 clusters Score -1525962 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1526077.000000 Penalty: 2855.712158
	Iteration 21Q: 3 clusters Score -1526077 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1526157.250000 Penalty: 2855.712158
	Iteration 22Q: 3 clusters Score -1526157 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1526229.000000 Penalty: 2855.712158
	Iteration 23Q: 3 clusters Score -1526229 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1526276.125000 Penalty: 2855.712158
	Iteration 24Q: 3 clusters Score -1526276 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1526309.125000 Penalty: 2855.712158
	Iteration 25Q: 3 clusters Score -1526309 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1526332.000000 Penalty: 2855.712158
	Iteration 26Q: 3 clusters Score -1526332 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1526354.000000 Penalty: 2855.712158
	Iteration 27Q: 3 clusters Score -1526354 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1526368.250000 Penalty: 2855.712158
	Iteration 28Q: 3 clusters Score -1526368 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1526378.875000 Penalty: 2855.712158
	Iteration 29Q: 3 clusters Score -1526379 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1526402.875000 Penalty: 2855.712158
	Iteration 30Q: 3 clusters Score -1526403 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1526416.875000 Penalty: 2855.712158
	Iteration 31Q: 3 clusters Score -1526417 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1526425.000000 Penalty: 2855.712158
	Iteration 32Q: 3 clusters Score -1526425 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1526435.375000 Penalty: 2855.712158
	Iteration 33Q: 3 clusters Score -1526435 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1526438.125000 Penalty: 2855.712158
	Iteration 34Q: 3 clusters Score -1526438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1526443.000000 Penalty: 2855.712158
	Iteration 35Q: 3 clusters Score -1526443 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1526445.125000 Penalty: 2855.712158
	Iteration 36Q: 3 clusters Score -1526445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1526447.500000 Penalty: 2855.712158
	Iteration 37Q: 3 clusters Score -1526448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1526452.625000 Penalty: 2855.712158
	Iteration 38Q: 3 clusters Score -1526453 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1526456.625000 Penalty: 2855.712158
	Iteration 39Q: 3 clusters Score -1526457 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1526463.250000 Penalty: 2855.712158
	Iteration 40F: 3 clusters Score -1526463 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1526465.375000 Penalty: 2855.712158
	Iteration 41Q: 3 clusters Score -1526465 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1526469.750000 Penalty: 2855.712158
	Iteration 42Q: 3 clusters Score -1526470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1526475.125000 Penalty: 2855.712158
	Iteration 43Q: 3 clusters Score -1526475 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1526482.750000 Penalty: 2855.712158
	Iteration 44Q: 3 clusters Score -1526483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1526482.625000 Penalty: 2855.712158
	Iteration 45Q: 3 clusters Score -1526483 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1526488.875000 Penalty: 2855.712158
	Iteration 46Q: 3 clusters Score -1526489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1526489.000000 Penalty: 2855.712158
	Iteration 47Q: 3 clusters Score -1526489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1526493.125000 Penalty: 2855.712158
	Iteration 48Q: 3 clusters Score -1526493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1526496.875000 Penalty: 2855.712158
	Iteration 49Q: 3 clusters Score -1526497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1526502.000000 Penalty: 2855.712158
	Iteration 50Q: 3 clusters Score -1526502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1526507.375000 Penalty: 2855.712158
	Iteration 51Q: 3 clusters Score -1526507 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1526514.750000 Penalty: 2855.712158
	Iteration 52Q: 3 clusters Score -1526515 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1526522.250000 Penalty: 2855.712158
	Iteration 53Q: 3 clusters Score -1526522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1526528.250000 Penalty: 2855.712158
	Iteration 54Q: 3 clusters Score -1526528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1526530.625000 Penalty: 2855.712158
	Iteration 55Q: 3 clusters Score -1526531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1526532.875000 Penalty: 2855.712158
	Iteration 56Q: 3 clusters Score -1526533 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1526534.250000 Penalty: 2855.712158
	Iteration 57Q: 3 clusters Score -1526534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1526539.375000 Penalty: 2855.712158
	Iteration 58Q: 3 clusters Score -1526539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1526542.875000 Penalty: 2855.712158
	Iteration 59Q: 3 clusters Score -1526543 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1526545.875000 Penalty: 2855.712158
	Iteration 60F: 3 clusters Score -1526546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1526548.750000 Penalty: 2855.712158
	Iteration 61Q: 3 clusters Score -1526549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1526553.000000 Penalty: 2855.712158
	Iteration 62Q: 3 clusters Score -1526553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1526553.500000 Penalty: 2855.712158
	Iteration 63Q: 3 clusters Score -1526554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1526556.625000 Penalty: 2855.712158
	Iteration 64Q: 3 clusters Score -1526557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1526559.750000 Penalty: 2855.712158
	Iteration 65Q: 3 clusters Score -1526560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1526562.500000 Penalty: 2855.712158
	Iteration 66Q: 3 clusters Score -1526562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1526564.125000 Penalty: 2855.712158
	Iteration 67Q: 3 clusters Score -1526564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1526563.750000 Penalty: 2855.712158
	Iteration 68Q: 3 clusters Score -1526564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1526563.750000 Penalty: 2855.712158
	Iteration 69F: 3 clusters Score -1526564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Entering Unmasked Estep 
Score: -346383.593750 Penalty: 1221.423584
	Iteration 0F: 2 clusters Score -346383.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -343549.656250 Penalty: 2442.847168
	Iteration 0F: 3 clusters Score -343549.7 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -344418.812500 Penalty: 2442.847168
	Iteration 1F: 3 clusters Score -344418.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -344685.187500 Penalty: 2442.847168
	Iteration 2F: 3 clusters Score -344685.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -344884.343750 Penalty: 2442.847168
	Iteration 3F: 3 clusters Score -344884.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -345045.406250 Penalty: 2442.847168
	Iteration 4Q: 3 clusters Score -345045.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -345195.062500 Penalty: 2442.847168
	Iteration 5Q: 3 clusters Score -345195.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -345321.468750 Penalty: 2442.847168
	Iteration 6Q: 3 clusters Score -345321.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -345438.500000 Penalty: 2442.847168
	Iteration 7Q: 3 clusters Score -345438.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -345533.187500 Penalty: 2442.847168
	Iteration 8Q: 3 clusters Score -345533.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -345580.687500 Penalty: 2442.847168
	Iteration 9Q: 3 clusters Score -345580.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -345617.218750 Penalty: 2442.847168
	Iteration 10Q: 3 clusters Score -345617.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -345649.250000 Penalty: 2442.847168
	Iteration 11Q: 3 clusters Score -345649.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -345673.250000 Penalty: 2442.847168
	Iteration 12Q: 3 clusters Score -345673.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -345695.593750 Penalty: 2442.847168
	Iteration 13Q: 3 clusters Score -345695.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -345714.593750 Penalty: 2442.847168
	Iteration 14Q: 3 clusters Score -345714.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -345735.406250 Penalty: 2442.847168
	Iteration 15Q: 3 clusters Score -345735.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -345760.437500 Penalty: 2442.847168
	Iteration 16Q: 3 clusters Score -345760.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -345787.406250 Penalty: 2442.847168
	Iteration 17Q: 3 clusters Score -345787.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -345811.781250 Penalty: 2442.847168
	Iteration 18Q: 3 clusters Score -345811.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -345846.406250 Penalty: 2442.847168
	Iteration 19Q: 3 clusters Score -345846.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -345887.375000 Penalty: 2442.847168
	Iteration 20F: 3 clusters Score -345887.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -345915.093750 Penalty: 2442.847168
	Iteration 21Q: 3 clusters Score -345915.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -345936.437500 Penalty: 2442.847168
	Iteration 22Q: 3 clusters Score -345936.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -345958.375000 Penalty: 2442.847168
	Iteration 23Q: 3 clusters Score -345958.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -345971.843750 Penalty: 2442.847168
	Iteration 24Q: 3 clusters Score -345971.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -345980.750000 Penalty: 2442.847168
	Iteration 25Q: 3 clusters Score -345980.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -345991.218750 Penalty: 2442.847168
	Iteration 26Q: 3 clusters Score -345991.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -345998.843750 Penalty: 2442.847168
	Iteration 27Q: 3 clusters Score -345998.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -346006.531250 Penalty: 2442.847168
	Iteration 28Q: 3 clusters Score -346006.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -346014.812500 Penalty: 2442.847168
	Iteration 29Q: 3 clusters Score -346014.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -346023.500000 Penalty: 2442.847168
	Iteration 30Q: 3 clusters Score -346023.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -346028.937500 Penalty: 2442.847168
	Iteration 31Q: 3 clusters Score -346028.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -346038.343750 Penalty: 2442.847168
	Iteration 32Q: 3 clusters Score -346038.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -346047.218750 Penalty: 2442.847168
	Iteration 33Q: 3 clusters Score -346047.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -346056.281250 Penalty: 2442.847168
	Iteration 34Q: 3 clusters Score -346056.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -346062.000000 Penalty: 2442.847168
	Iteration 35Q: 3 clusters Score -346062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -346068.312500 Penalty: 2442.847168
	Iteration 36Q: 3 clusters Score -346068.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -346073.531250 Penalty: 2442.847168
	Iteration 37Q: 3 clusters Score -346073.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -346081.562500 Penalty: 2442.847168
	Iteration 38Q: 3 clusters Score -346081.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -346085.062500 Penalty: 2442.847168
	Iteration 39Q: 3 clusters Score -346085.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -346088.781250 Penalty: 2442.847168
	Iteration 40F: 3 clusters Score -346088.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -346090.500000 Penalty: 2442.847168
	Iteration 41Q: 3 clusters Score -346090.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -346092.125000 Penalty: 2442.847168
	Iteration 42Q: 3 clusters Score -346092.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -346093.187500 Penalty: 2442.847168
	Iteration 43Q: 3 clusters Score -346093.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -346093.531250 Penalty: 2442.847168
	Iteration 44Q: 3 clusters Score -346093.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -346094.250000 Penalty: 2442.847168
	Iteration 45Q: 3 clusters Score -346094.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -346095.687500 Penalty: 2442.847168
	Iteration 46Q: 3 clusters Score -346095.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -346095.750000 Penalty: 2442.847168
	Iteration 47Q: 3 clusters Score -346095.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -346095.750000 Penalty: 2442.847168
	Iteration 48F: 3 clusters Score -346095.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (18528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Entering Unmasked Estep 
Score: -1900798.625000 Penalty: 1462.263428
	Iteration 0F: 2 clusters Score -1900799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1888546.250000 Penalty: 2924.526855
	Iteration 0F: 3 clusters Score -1888546 nChanged 8166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1892913.500000 Penalty: 2924.526855
	Iteration 1F: 3 clusters Score -1892914 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1893313.750000 Penalty: 2924.526855
	Iteration 2F: 3 clusters Score -1893314 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1893638.250000 Penalty: 2924.526855
	Iteration 3Q: 3 clusters Score -1893638 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1893888.875000 Penalty: 2924.526855
	Iteration 4Q: 3 clusters Score -1893889 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1894125.250000 Penalty: 2924.526855
	Iteration 5Q: 3 clusters Score -1894125 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1894350.250000 Penalty: 2924.526855
	Iteration 6Q: 3 clusters Score -1894350 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1894538.000000 Penalty: 2924.526855
	Iteration 7Q: 3 clusters Score -1894538 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1894752.750000 Penalty: 2924.526855
	Iteration 8Q: 3 clusters Score -1894753 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1895007.750000 Penalty: 2924.526855
	Iteration 9Q: 3 clusters Score -1895008 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1895307.375000 Penalty: 2924.526855
	Iteration 10Q: 3 clusters Score -1895307 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1895628.750000 Penalty: 2924.526855
	Iteration 11Q: 3 clusters Score -1895629 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1895950.125000 Penalty: 2924.526855
	Iteration 12Q: 3 clusters Score -1895950 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1896315.625000 Penalty: 2924.526855
	Iteration 13Q: 3 clusters Score -1896316 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1896682.875000 Penalty: 2924.526855
	Iteration 14Q: 3 clusters Score -1896683 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -1897024.375000 Penalty: 2924.526855
	Iteration 15Q: 3 clusters Score -1897024 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -1897353.500000 Penalty: 2924.526855
	Iteration 16Q: 3 clusters Score -1897354 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -1897684.375000 Penalty: 2924.526855
	Iteration 17Q: 3 clusters Score -1897684 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1897962.000000 Penalty: 2924.526855
	Iteration 18Q: 3 clusters Score -1897962 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1898132.250000 Penalty: 2924.526855
	Iteration 19Q: 3 clusters Score -1898132 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -1898261.625000 Penalty: 2924.526855
	Iteration 20F: 3 clusters Score -1898262 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -1898341.125000 Penalty: 2924.526855
	Iteration 21Q: 3 clusters Score -1898341 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -1898389.625000 Penalty: 2924.526855
	Iteration 22Q: 3 clusters Score -1898390 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -1898421.750000 Penalty: 2924.526855
	Iteration 23Q: 3 clusters Score -1898422 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -1898462.000000 Penalty: 2924.526855
	Iteration 24Q: 3 clusters Score -1898462 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -1898491.000000 Penalty: 2924.526855
	Iteration 25Q: 3 clusters Score -1898491 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -1898518.000000 Penalty: 2924.526855
	Iteration 26Q: 3 clusters Score -1898518 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -1898555.875000 Penalty: 2924.526855
	Iteration 27Q: 3 clusters Score -1898556 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -1898580.250000 Penalty: 2924.526855
	Iteration 28Q: 3 clusters Score -1898580 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -1898606.875000 Penalty: 2924.526855
	Iteration 29Q: 3 clusters Score -1898607 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -1898631.875000 Penalty: 2924.526855
	Iteration 30Q: 3 clusters Score -1898632 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -1898650.125000 Penalty: 2924.526855
	Iteration 31Q: 3 clusters Score -1898650 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -1898682.250000 Penalty: 2924.526855
	Iteration 32Q: 3 clusters Score -1898682 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -1898698.125000 Penalty: 2924.526855
	Iteration 33Q: 3 clusters Score -1898698 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -1898727.500000 Penalty: 2924.526855
	Iteration 34Q: 3 clusters Score -1898728 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -1898746.875000 Penalty: 2924.526855
	Iteration 35Q: 3 clusters Score -1898747 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -1898760.500000 Penalty: 2924.526855
	Iteration 36Q: 3 clusters Score -1898760 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -1898773.875000 Penalty: 2924.526855
	Iteration 37Q: 3 clusters Score -1898774 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -1898787.000000 Penalty: 2924.526855
	Iteration 38Q: 3 clusters Score -1898787 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -1898797.125000 Penalty: 2924.526855
	Iteration 39Q: 3 clusters Score -1898797 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -1898810.250000 Penalty: 2924.526855
	Iteration 40F: 3 clusters Score -1898810 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -1898814.125000 Penalty: 2924.526855
	Iteration 41Q: 3 clusters Score -1898814 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -1898816.125000 Penalty: 2924.526855
	Iteration 42Q: 3 clusters Score -1898816 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -1898823.250000 Penalty: 2924.526855
	Iteration 43Q: 3 clusters Score -1898823 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -1898832.125000 Penalty: 2924.526855
	Iteration 44Q: 3 clusters Score -1898832 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -1898844.250000 Penalty: 2924.526855
	Iteration 45Q: 3 clusters Score -1898844 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -1898848.750000 Penalty: 2924.526855
	Iteration 46Q: 3 clusters Score -1898849 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1898856 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1898872 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1898876 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -1898883.750000 Penalty: 2924.526855
	Iteration 50Q: 3 clusters Score -1898884 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1898892 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1898902 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1898913 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1898926 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1898945 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1898962 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1898975 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1898991 nChanged 74
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1899006 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1899028 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -1899041.125000 Penalty: 2924.526855
	Iteration 61Q: 3 clusters Score -1899041 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -1899044.250000 Penalty: 2924.526855
	Iteration 62Q: 3 clusters Score -1899044 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -1899057.000000 Penalty: 2924.526855
	Iteration 63Q: 3 clusters Score -1899057 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1899068 nChanged 39
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1899077 nChanged 37
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -1899081.000000 Penalty: 2924.526855
	Iteration 66Q: 3 clusters Score -1899081 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1899089 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1899099 nChanged 35
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -1899105.000000 Penalty: 2924.526855
	Iteration 69Q: 3 clusters Score -1899105 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -1899111.625000 Penalty: 2924.526855
	Iteration 70Q: 3 clusters Score -1899112 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1899120 nChanged 32
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1899130 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1899136 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1899142 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1899151 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1899155 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1899157 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -1899161.875000 Penalty: 2924.526855
	Iteration 78Q: 3 clusters Score -1899162 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1899174 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1899174 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1899180 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1899186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1899190 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1899190 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1899201 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -1899206.625000 Penalty: 2924.526855
	Iteration 86Q: 3 clusters Score -1899207 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1899205 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1899204 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -1899212.875000 Penalty: 2924.526855
	Iteration 89Q: 3 clusters Score -1899213 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1899217 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -1899223.750000 Penalty: 2924.526855
	Iteration 91Q: 3 clusters Score -1899224 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1899223 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1899227 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -1899236.875000 Penalty: 2924.526855
	Iteration 94Q: 3 clusters Score -1899237 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -1899234.875000 Penalty: 2924.526855
	Iteration 95Q: 3 clusters Score -1899235 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1899238 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -1899249.625000 Penalty: 2924.526855
	Iteration 97Q: 3 clusters Score -1899250 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -1899257.500000 Penalty: 2924.526855
	Iteration 98Q: 3 clusters Score -1899258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -1899258.000000 Penalty: 2924.526855
	Iteration 99Q: 3 clusters Score -1899258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -1899261.375000 Penalty: 2924.526855
	Iteration 100F: 3 clusters Score -1899261 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1899261 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -1899267.250000 Penalty: 2924.526855
	Iteration 102Q: 3 clusters Score -1899267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -1899267.625000 Penalty: 2924.526855
	Iteration 103Q: 3 clusters Score -1899268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -1899270.500000 Penalty: 2924.526855
	Iteration 104Q: 3 clusters Score -1899270 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -1899269.250000 Penalty: 2924.526855
	Iteration 105Q: 3 clusters Score -1899269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1899271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1899271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -1899275.750000 Penalty: 2924.526855
	Iteration 108Q: 3 clusters Score -1899276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -1899276.750000 Penalty: 2924.526855
	Iteration 109Q: 3 clusters Score -1899277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -1899275.875000 Penalty: 2924.526855
	Iteration 110Q: 3 clusters Score -1899276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -1899280.125000 Penalty: 2924.526855
	Iteration 111Q: 3 clusters Score -1899280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -1899281.000000 Penalty: 2924.526855
	Iteration 112Q: 3 clusters Score -1899281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -1899284.625000 Penalty: 2924.526855
	Iteration 113Q: 3 clusters Score -1899285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -1899283.875000 Penalty: 2924.526855
	Iteration 114Q: 3 clusters Score -1899284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -1899281.875000 Penalty: 2924.526855
	Iteration 115Q: 3 clusters Score -1899282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -1899282.625000 Penalty: 2924.526855
	Iteration 116Q: 3 clusters Score -1899283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1899282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -1899285.625000 Penalty: 2924.526855
	Iteration 118Q: 3 clusters Score -1899286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -1899284.875000 Penalty: 2924.526855
	Iteration 119Q: 3 clusters Score -1899285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -1899285.875000 Penalty: 2924.526855
	Iteration 120F: 3 clusters Score -1899286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -1899285.000000 Penalty: 2924.526855
	Iteration 121Q: 3 clusters Score -1899285 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -1899295.125000 Penalty: 2924.526855
	Iteration 122Q: 3 clusters Score -1899295 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -1899294.875000 Penalty: 2924.526855
	Iteration 123Q: 3 clusters Score -1899295 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -1899298.750000 Penalty: 2924.526855
	Iteration 124Q: 3 clusters Score -1899299 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -1899305.250000 Penalty: 2924.526855
	Iteration 125Q: 3 clusters Score -1899305 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -1899302.750000 Penalty: 2924.526855
	Iteration 126Q: 3 clusters Score -1899303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -1899304.875000 Penalty: 2924.526855
	Iteration 127Q: 3 clusters Score -1899305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -1899304.500000 Penalty: 2924.526855
	Iteration 128Q: 3 clusters Score -1899304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -1899305.125000 Penalty: 2924.526855
	Iteration 129Q: 3 clusters Score -1899305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -1899306.250000 Penalty: 2924.526855
	Iteration 130Q: 3 clusters Score -1899306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -1899314.500000 Penalty: 2924.526855
	Iteration 131Q: 3 clusters Score -1899314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -1899314.500000 Penalty: 2924.526855
	Iteration 132Q: 3 clusters Score -1899314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -1899313.375000 Penalty: 2924.526855
	Iteration 133Q: 3 clusters Score -1899313 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -1899315.500000 Penalty: 2924.526855
	Iteration 134Q: 3 clusters Score -1899316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -1899318.875000 Penalty: 2924.526855
	Iteration 135Q: 3 clusters Score -1899319 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -1899319.125000 Penalty: 2924.526855
	Iteration 136Q: 3 clusters Score -1899319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -1899321.000000 Penalty: 2924.526855
	Iteration 137Q: 3 clusters Score -1899321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -1899322.625000 Penalty: 2924.526855
	Iteration 138Q: 3 clusters Score -1899323 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -1899324.250000 Penalty: 2924.526855
	Iteration 139Q: 3 clusters Score -1899324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -1899325.125000 Penalty: 2924.526855
	Iteration 140F: 3 clusters Score -1899325 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -1899332.500000 Penalty: 2924.526855
	Iteration 141Q: 3 clusters Score -1899332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -1899333.625000 Penalty: 2924.526855
	Iteration 142Q: 3 clusters Score -1899334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -1899335.750000 Penalty: 2924.526855
	Iteration 143Q: 3 clusters Score -1899336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -1899339.750000 Penalty: 2924.526855
	Iteration 144Q: 3 clusters Score -1899340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -1899339.000000 Penalty: 2924.526855
	Iteration 145Q: 3 clusters Score -1899339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -1899341.250000 Penalty: 2924.526855
	Iteration 146Q: 3 clusters Score -1899341 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -1899344.750000 Penalty: 2924.526855
	Iteration 147Q: 3 clusters Score -1899345 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -1899348.875000 Penalty: 2924.526855
	Iteration 148Q: 3 clusters Score -1899349 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -1899352.750000 Penalty: 2924.526855
	Iteration 149Q: 3 clusters Score -1899353 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -1899356.750000 Penalty: 2924.526855
	Iteration 150Q: 3 clusters Score -1899357 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -1899359.500000 Penalty: 2924.526855
	Iteration 151Q: 3 clusters Score -1899360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -1899361.125000 Penalty: 2924.526855
	Iteration 152Q: 3 clusters Score -1899361 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -1899364.500000 Penalty: 2924.526855
	Iteration 153Q: 3 clusters Score -1899364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -1899367.500000 Penalty: 2924.526855
	Iteration 154Q: 3 clusters Score -1899368 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -1899369.250000 Penalty: 2924.526855
	Iteration 155Q: 3 clusters Score -1899369 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -1899374.125000 Penalty: 2924.526855
	Iteration 156Q: 3 clusters Score -1899374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -1899373.375000 Penalty: 2924.526855
	Iteration 157Q: 3 clusters Score -1899373 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -1899375.625000 Penalty: 2924.526855
	Iteration 158Q: 3 clusters Score -1899376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -1899377.125000 Penalty: 2924.526855
	Iteration 159Q: 3 clusters Score -1899377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -1899379.125000 Penalty: 2924.526855
	Iteration 160F: 3 clusters Score -1899379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -1899379.750000 Penalty: 2924.526855
	Iteration 161Q: 3 clusters Score -1899380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -1899380.750000 Penalty: 2924.526855
	Iteration 162Q: 3 clusters Score -1899381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -1899382.250000 Penalty: 2924.526855
	Iteration 163Q: 3 clusters Score -1899382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -1899386.875000 Penalty: 2924.526855
	Iteration 164Q: 3 clusters Score -1899387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -1899386.750000 Penalty: 2924.526855
	Iteration 165Q: 3 clusters Score -1899387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -1899389.250000 Penalty: 2924.526855
	Iteration 166Q: 3 clusters Score -1899389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -1899391.500000 Penalty: 2924.526855
	Iteration 167Q: 3 clusters Score -1899392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -1899394.625000 Penalty: 2924.526855
	Iteration 168Q: 3 clusters Score -1899395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -1899394.875000 Penalty: 2924.526855
	Iteration 169Q: 3 clusters Score -1899395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -1899396.750000 Penalty: 2924.526855
	Iteration 170Q: 3 clusters Score -1899397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -1899397.625000 Penalty: 2924.526855
	Iteration 171Q: 3 clusters Score -1899398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -1899396.000000 Penalty: 2924.526855
	Iteration 172Q: 3 clusters Score -1899396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -1899402.125000 Penalty: 2924.526855
	Iteration 173Q: 3 clusters Score -1899402 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -1899404.250000 Penalty: 2924.526855
	Iteration 174Q: 3 clusters Score -1899404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -1899406.125000 Penalty: 2924.526855
	Iteration 175Q: 3 clusters Score -1899406 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -1899409.875000 Penalty: 2924.526855
	Iteration 176Q: 3 clusters Score -1899410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -1899419.250000 Penalty: 2924.526855
	Iteration 177Q: 3 clusters Score -1899419 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -1899421.750000 Penalty: 2924.526855
	Iteration 178Q: 3 clusters Score -1899422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -1899420.125000 Penalty: 2924.526855
	Iteration 179Q: 3 clusters Score -1899420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -1899422.375000 Penalty: 2924.526855
	Iteration 180F: 3 clusters Score -1899422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -1899424.000000 Penalty: 2924.526855
	Iteration 181Q: 3 clusters Score -1899424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -1899427.250000 Penalty: 2924.526855
	Iteration 182Q: 3 clusters Score -1899427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -1899430.375000 Penalty: 2924.526855
	Iteration 183Q: 3 clusters Score -1899430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -1899434.250000 Penalty: 2924.526855
	Iteration 184Q: 3 clusters Score -1899434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -1899435.000000 Penalty: 2924.526855
	Iteration 185Q: 3 clusters Score -1899435 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -1899436.625000 Penalty: 2924.526855
	Iteration 186Q: 3 clusters Score -1899437 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -1899440.000000 Penalty: 2924.526855
	Iteration 187Q: 3 clusters Score -1899440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -1899443.250000 Penalty: 2924.526855
	Iteration 188Q: 3 clusters Score -1899443 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -1899455.500000 Penalty: 2924.526855
	Iteration 189Q: 3 clusters Score -1899456 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -1899458.750000 Penalty: 2924.526855
	Iteration 190Q: 3 clusters Score -1899459 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -1899458.125000 Penalty: 2924.526855
	Iteration 191Q: 3 clusters Score -1899458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -1899460.000000 Penalty: 2924.526855
	Iteration 192Q: 3 clusters Score -1899460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -1899467.125000 Penalty: 2924.526855
	Iteration 193Q: 3 clusters Score -1899467 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -1899469.875000 Penalty: 2924.526855
	Iteration 194Q: 3 clusters Score -1899470 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -1899474.125000 Penalty: 2924.526855
	Iteration 195Q: 3 clusters Score -1899474 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -1899481.125000 Penalty: 2924.526855
	Iteration 196Q: 3 clusters Score -1899481 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -1899489.625000 Penalty: 2924.526855
	Iteration 197Q: 3 clusters Score -1899490 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -1899494.750000 Penalty: 2924.526855
	Iteration 198Q: 3 clusters Score -1899495 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -1899500.375000 Penalty: 2924.526855
	Iteration 199Q: 3 clusters Score -1899500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -1899505.625000 Penalty: 2924.526855
	Iteration 200F: 3 clusters Score -1899506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -1899508.000000 Penalty: 2924.526855
	Iteration 201Q: 3 clusters Score -1899508 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -1899513.125000 Penalty: 2924.526855
	Iteration 202Q: 3 clusters Score -1899513 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -1899521.000000 Penalty: 2924.526855
	Iteration 203Q: 3 clusters Score -1899521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -1899521.750000 Penalty: 2924.526855
	Iteration 204Q: 3 clusters Score -1899522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -1899526.000000 Penalty: 2924.526855
	Iteration 205Q: 3 clusters Score -1899526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -1899528.000000 Penalty: 2924.526855
	Iteration 206Q: 3 clusters Score -1899528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -1899529.250000 Penalty: 2924.526855
	Iteration 207Q: 3 clusters Score -1899529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -1899530.625000 Penalty: 2924.526855
	Iteration 208Q: 3 clusters Score -1899531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -1899528.500000 Penalty: 2924.526855
	Iteration 209Q: 3 clusters Score -1899528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -1899534.000000 Penalty: 2924.526855
	Iteration 210Q: 3 clusters Score -1899534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -1899534.875000 Penalty: 2924.526855
	Iteration 211Q: 3 clusters Score -1899535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -1899533.875000 Penalty: 2924.526855
	Iteration 212Q: 3 clusters Score -1899534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -1899535.125000 Penalty: 2924.526855
	Iteration 213Q: 3 clusters Score -1899535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -1899539.625000 Penalty: 2924.526855
	Iteration 214Q: 3 clusters Score -1899540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -1899539.875000 Penalty: 2924.526855
	Iteration 215Q: 3 clusters Score -1899540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -1899539.875000 Penalty: 2924.526855
	Iteration 216F: 3 clusters Score -1899540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Entering Unmasked Estep 
Score: -857828.437500 Penalty: 1355.250244
	Iteration 0F: 2 clusters Score -857828.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -851624.187500 Penalty: 2710.500488
	Iteration 0F: 3 clusters Score -851624.2 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -853614.500000 Penalty: 2710.500488
	Iteration 1F: 3 clusters Score -853614.5 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -853869.250000 Penalty: 2710.500488
	Iteration 2F: 3 clusters Score -853869.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -854025.125000 Penalty: 2710.500488
	Iteration 3Q: 3 clusters Score -854025.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -854145.875000 Penalty: 2710.500488
	Iteration 4Q: 3 clusters Score -854145.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -854229.500000 Penalty: 2710.500488
	Iteration 5Q: 3 clusters Score -854229.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -854295.562500 Penalty: 2710.500488
	Iteration 6Q: 3 clusters Score -854295.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -854353.937500 Penalty: 2710.500488
	Iteration 7Q: 3 clusters Score -854353.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -854414.125000 Penalty: 2710.500488
	Iteration 8Q: 3 clusters Score -854414.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -854459.937500 Penalty: 2710.500488
	Iteration 9Q: 3 clusters Score -854459.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -854498.062500 Penalty: 2710.500488
	Iteration 10Q: 3 clusters Score -854498.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -854546.125000 Penalty: 2710.500488
	Iteration 11Q: 3 clusters Score -854546.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -854604.562500 Penalty: 2710.500488
	Iteration 12Q: 3 clusters Score -854604.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -854679.125000 Penalty: 2710.500488
	Iteration 13Q: 3 clusters Score -854679.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -854757.687500 Penalty: 2710.500488
	Iteration 14Q: 3 clusters Score -854757.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -854840.250000 Penalty: 2710.500488
	Iteration 15Q: 3 clusters Score -854840.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -854953.000000 Penalty: 2710.500488
	Iteration 16Q: 3 clusters Score -854953 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -855112.562500 Penalty: 2710.500488
	Iteration 17Q: 3 clusters Score -855112.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -855302.812500 Penalty: 2710.500488
	Iteration 18Q: 3 clusters Score -855302.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -855524.750000 Penalty: 2710.500488
	Iteration 19Q: 3 clusters Score -855524.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -855744.062500 Penalty: 2710.500488
	Iteration 20F: 3 clusters Score -855744.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -855981.312500 Penalty: 2710.500488
	Iteration 21Q: 3 clusters Score -855981.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -856201.250000 Penalty: 2710.500488
	Iteration 22Q: 3 clusters Score -856201.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -856360.125000 Penalty: 2710.500488
	Iteration 23Q: 3 clusters Score -856360.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -856484.625000 Penalty: 2710.500488
	Iteration 24Q: 3 clusters Score -856484.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -856586.687500 Penalty: 2710.500488
	Iteration 25Q: 3 clusters Score -856586.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -856671.187500 Penalty: 2710.500488
	Iteration 26Q: 3 clusters Score -856671.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -856726.625000 Penalty: 2710.500488
	Iteration 27Q: 3 clusters Score -856726.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -856766.625000 Penalty: 2710.500488
	Iteration 28Q: 3 clusters Score -856766.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -856794.812500 Penalty: 2710.500488
	Iteration 29Q: 3 clusters Score -856794.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -856822.500000 Penalty: 2710.500488
	Iteration 30Q: 3 clusters Score -856822.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -856837.375000 Penalty: 2710.500488
	Iteration 31Q: 3 clusters Score -856837.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -856851.062500 Penalty: 2710.500488
	Iteration 32Q: 3 clusters Score -856851.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -856862.937500 Penalty: 2710.500488
	Iteration 33Q: 3 clusters Score -856862.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -856870.500000 Penalty: 2710.500488
	Iteration 34Q: 3 clusters Score -856870.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -856877.312500 Penalty: 2710.500488
	Iteration 35Q: 3 clusters Score -856877.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -856879.750000 Penalty: 2710.500488
	Iteration 36Q: 3 clusters Score -856879.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -856882.687500 Penalty: 2710.500488
	Iteration 37Q: 3 clusters Score -856882.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -856885.062500 Penalty: 2710.500488
	Iteration 38Q: 3 clusters Score -856885.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -856886.187500 Penalty: 2710.500488
	Iteration 39Q: 3 clusters Score -856886.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -856886.187500 Penalty: 2710.500488
	Iteration 40F: 3 clusters Score -856886.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Entering Unmasked Estep 
Score: -1075111.750000 Penalty: 1381.079956
	Iteration 0F: 2 clusters Score -1075112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1067852.875000 Penalty: 2762.159912
	Iteration 0F: 3 clusters Score -1067853 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1070337.625000 Penalty: 2762.159912
	Iteration 1F: 3 clusters Score -1070338 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1070679.375000 Penalty: 2762.159912
	Iteration 2F: 3 clusters Score -1070679 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1070906.000000 Penalty: 2762.159912
	Iteration 3F: 3 clusters Score -1070906 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1071098.000000 Penalty: 2762.159912
	Iteration 4Q: 3 clusters Score -1071098 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1071243.625000 Penalty: 2762.159912
	Iteration 5Q: 3 clusters Score -1071244 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1071388.500000 Penalty: 2762.159912
	Iteration 6Q: 3 clusters Score -1071388 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1071522.125000 Penalty: 2762.159912
	Iteration 7Q: 3 clusters Score -1071522 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1071653.500000 Penalty: 2762.159912
	Iteration 8Q: 3 clusters Score -1071654 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1071779.750000 Penalty: 2762.159912
	Iteration 9Q: 3 clusters Score -1071780 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1071912.125000 Penalty: 2762.159912
	Iteration 10Q: 3 clusters Score -1071912 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1072076.125000 Penalty: 2762.159912
	Iteration 11Q: 3 clusters Score -1072076 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1072251.750000 Penalty: 2762.159912
	Iteration 12Q: 3 clusters Score -1072252 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1072445.875000 Penalty: 2762.159912
	Iteration 13Q: 3 clusters Score -1072446 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1072639.500000 Penalty: 2762.159912
	Iteration 14Q: 3 clusters Score -1072640 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1072877.875000 Penalty: 2762.159912
	Iteration 15Q: 3 clusters Score -1072878 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1073126.750000 Penalty: 2762.159912
	Iteration 16Q: 3 clusters Score -1073127 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1073361.625000 Penalty: 2762.159912
	Iteration 17Q: 3 clusters Score -1073362 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1073573.875000 Penalty: 2762.159912
	Iteration 18Q: 3 clusters Score -1073574 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1073724.500000 Penalty: 2762.159912
	Iteration 19Q: 3 clusters Score -1073724 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1073852.875000 Penalty: 2762.159912
	Iteration 20F: 3 clusters Score -1073853 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1073960.875000 Penalty: 2762.159912
	Iteration 21Q: 3 clusters Score -1073961 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1074039.125000 Penalty: 2762.159912
	Iteration 22Q: 3 clusters Score -1074039 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1074097.250000 Penalty: 2762.159912
	Iteration 23Q: 3 clusters Score -1074097 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1074138.875000 Penalty: 2762.159912
	Iteration 24Q: 3 clusters Score -1074139 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1074178.875000 Penalty: 2762.159912
	Iteration 25Q: 3 clusters Score -1074179 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1074202.125000 Penalty: 2762.159912
	Iteration 26Q: 3 clusters Score -1074202 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1074225.750000 Penalty: 2762.159912
	Iteration 27Q: 3 clusters Score -1074226 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1074242.750000 Penalty: 2762.159912
	Iteration 28Q: 3 clusters Score -1074243 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1074261.750000 Penalty: 2762.159912
	Iteration 29Q: 3 clusters Score -1074262 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1074269.875000 Penalty: 2762.159912
	Iteration 30Q: 3 clusters Score -1074270 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1074280.250000 Penalty: 2762.159912
	Iteration 31Q: 3 clusters Score -1074280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1074288.875000 Penalty: 2762.159912
	Iteration 32Q: 3 clusters Score -1074289 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1074296.500000 Penalty: 2762.159912
	Iteration 33Q: 3 clusters Score -1074296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1074298.875000 Penalty: 2762.159912
	Iteration 34Q: 3 clusters Score -1074299 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1074308.250000 Penalty: 2762.159912
	Iteration 35Q: 3 clusters Score -1074308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1074315.250000 Penalty: 2762.159912
	Iteration 36Q: 3 clusters Score -1074315 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1074327.375000 Penalty: 2762.159912
	Iteration 37Q: 3 clusters Score -1074327 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1074335.625000 Penalty: 2762.159912
	Iteration 38Q: 3 clusters Score -1074336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1074339.875000 Penalty: 2762.159912
	Iteration 39Q: 3 clusters Score -1074340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1074344.000000 Penalty: 2762.159912
	Iteration 40F: 3 clusters Score -1074344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1074346.500000 Penalty: 2762.159912
	Iteration 41Q: 3 clusters Score -1074346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1074349.750000 Penalty: 2762.159912
	Iteration 42Q: 3 clusters Score -1074350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1074351.750000 Penalty: 2762.159912
	Iteration 43Q: 3 clusters Score -1074352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1074354.375000 Penalty: 2762.159912
	Iteration 44Q: 3 clusters Score -1074354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1074358.250000 Penalty: 2762.159912
	Iteration 45Q: 3 clusters Score -1074358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1074362.250000 Penalty: 2762.159912
	Iteration 46Q: 3 clusters Score -1074362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1074361.375000 Penalty: 2762.159912
	Iteration 47Q: 3 clusters Score -1074361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1074362.500000 Penalty: 2762.159912
	Iteration 48Q: 3 clusters Score -1074362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1074363.125000 Penalty: 2762.159912
	Iteration 49Q: 3 clusters Score -1074363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1074366.125000 Penalty: 2762.159912
	Iteration 50Q: 3 clusters Score -1074366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1074366.125000 Penalty: 2762.159912
	Iteration 51F: 3 clusters Score -1074366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (16113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Entering Unmasked Estep 
Score: -1691714.625000 Penalty: 1441.482422
	Iteration 0F: 2 clusters Score -1691715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1681126.500000 Penalty: 2882.964844
	Iteration 0F: 3 clusters Score -1681126 nChanged 7006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1684866.875000 Penalty: 2882.964844
	Iteration 1F: 3 clusters Score -1684867 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1685317.750000 Penalty: 2882.964844
	Iteration 2F: 3 clusters Score -1685318 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1685746.875000 Penalty: 2882.964844
	Iteration 3F: 3 clusters Score -1685747 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1686237.875000 Penalty: 2882.964844
	Iteration 4F: 3 clusters Score -1686238 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1686806.875000 Penalty: 2882.964844
	Iteration 5F: 3 clusters Score -1686807 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -1687376.875000 Penalty: 2882.964844
	Iteration 6F: 3 clusters Score -1687377 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -1687940.625000 Penalty: 2882.964844
	Iteration 7F: 3 clusters Score -1687941 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -1688506.625000 Penalty: 2882.964844
	Iteration 8Q: 3 clusters Score -1688507 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -1689006.125000 Penalty: 2882.964844
	Iteration 9Q: 3 clusters Score -1689006 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -1689396.750000 Penalty: 2882.964844
	Iteration 10Q: 3 clusters Score -1689397 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -1689696.000000 Penalty: 2882.964844
	Iteration 11Q: 3 clusters Score -1689696 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -1689910.125000 Penalty: 2882.964844
	Iteration 12Q: 3 clusters Score -1689910 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -1690076.125000 Penalty: 2882.964844
	Iteration 13Q: 3 clusters Score -1690076 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -1690196.500000 Penalty: 2882.964844
	Iteration 14Q: 3 clusters Score -1690196 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -1690295.625000 Penalty: 2882.964844
	Iteration 15Q: 3 clusters Score -1690296 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -1690353.250000 Penalty: 2882.964844
	Iteration 16Q: 3 clusters Score -1690353 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -1690393.875000 Penalty: 2882.964844
	Iteration 17Q: 3 clusters Score -1690394 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -1690424.750000 Penalty: 2882.964844
	Iteration 18Q: 3 clusters Score -1690425 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -1690461.125000 Penalty: 2882.964844
	Iteration 19Q: 3 clusters Score -1690461 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -1690488.125000 Penalty: 2882.964844
	Iteration 20F: 3 clusters Score -1690488 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -1690498.750000 Penalty: 2882.964844
	Iteration 21Q: 3 clusters Score -1690499 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -1690516.250000 Penalty: 2882.964844
	Iteration 22Q: 3 clusters Score -1690516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -1690519.000000 Penalty: 2882.964844
	Iteration 23Q: 3 clusters Score -1690519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -1690526.750000 Penalty: 2882.964844
	Iteration 24Q: 3 clusters Score -1690527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -1690528.500000 Penalty: 2882.964844
	Iteration 25Q: 3 clusters Score -1690528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -1690528.875000 Penalty: 2882.964844
	Iteration 26Q: 3 clusters Score -1690529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -1690531.875000 Penalty: 2882.964844
	Iteration 27Q: 3 clusters Score -1690532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -1690531.250000 Penalty: 2882.964844
	Iteration 28Q: 3 clusters Score -1690531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -1690536.250000 Penalty: 2882.964844
	Iteration 29Q: 3 clusters Score -1690536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -1690537.875000 Penalty: 2882.964844
	Iteration 30Q: 3 clusters Score -1690538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -1690540.250000 Penalty: 2882.964844
	Iteration 31Q: 3 clusters Score -1690540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -1690545.125000 Penalty: 2882.964844
	Iteration 32Q: 3 clusters Score -1690545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -1690555.750000 Penalty: 2882.964844
	Iteration 33Q: 3 clusters Score -1690556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -1690554.375000 Penalty: 2882.964844
	Iteration 34Q: 3 clusters Score -1690554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -1690553.125000 Penalty: 2882.964844
	Iteration 35Q: 3 clusters Score -1690553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -1690553.125000 Penalty: 2882.964844
	Iteration 36F: 3 clusters Score -1690553 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Entering Unmasked Estep 
Score: -525868.000000 Penalty: 1268.070923
	Iteration 0F: 2 clusters Score -525868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -522190.343750 Penalty: 2536.141846
	Iteration 0F: 3 clusters Score -522190.3 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -523274.218750 Penalty: 2536.141846
	Iteration 1F: 3 clusters Score -523274.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -523471.156250 Penalty: 2536.141846
	Iteration 2F: 3 clusters Score -523471.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -523612.875000 Penalty: 2536.141846
	Iteration 3F: 3 clusters Score -523612.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -523722.875000 Penalty: 2536.141846
	Iteration 4Q: 3 clusters Score -523722.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -523815.187500 Penalty: 2536.141846
	Iteration 5Q: 3 clusters Score -523815.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -523888.218750 Penalty: 2536.141846
	Iteration 6Q: 3 clusters Score -523888.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -523954.656250 Penalty: 2536.141846
	Iteration 7Q: 3 clusters Score -523954.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -524005.000000 Penalty: 2536.141846
	Iteration 8Q: 3 clusters Score -524005 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -524046.031250 Penalty: 2536.141846
	Iteration 9Q: 3 clusters Score -524046 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -524081.906250 Penalty: 2536.141846
	Iteration 10Q: 3 clusters Score -524081.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -524127.437500 Penalty: 2536.141846
	Iteration 11Q: 3 clusters Score -524127.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -524174.687500 Penalty: 2536.141846
	Iteration 12Q: 3 clusters Score -524174.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -524226.062500 Penalty: 2536.141846
	Iteration 13Q: 3 clusters Score -524226.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -524279.250000 Penalty: 2536.141846
	Iteration 14Q: 3 clusters Score -524279.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -524330.187500 Penalty: 2536.141846
	Iteration 15Q: 3 clusters Score -524330.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -524379.312500 Penalty: 2536.141846
	Iteration 16Q: 3 clusters Score -524379.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -524419.187500 Penalty: 2536.141846
	Iteration 17Q: 3 clusters Score -524419.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -524454.250000 Penalty: 2536.141846
	Iteration 18Q: 3 clusters Score -524454.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -524485.625000 Penalty: 2536.141846
	Iteration 19Q: 3 clusters Score -524485.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -524505.375000 Penalty: 2536.141846
	Iteration 20F: 3 clusters Score -524505.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -524522.250000 Penalty: 2536.141846
	Iteration 21Q: 3 clusters Score -524522.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -524539.687500 Penalty: 2536.141846
	Iteration 22Q: 3 clusters Score -524539.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -524558.875000 Penalty: 2536.141846
	Iteration 23Q: 3 clusters Score -524558.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -524581.625000 Penalty: 2536.141846
	Iteration 24Q: 3 clusters Score -524581.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -524600.187500 Penalty: 2536.141846
	Iteration 25Q: 3 clusters Score -524600.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -524621.750000 Penalty: 2536.141846
	Iteration 26Q: 3 clusters Score -524621.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -524637.937500 Penalty: 2536.141846
	Iteration 27Q: 3 clusters Score -524637.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -524654.437500 Penalty: 2536.141846
	Iteration 28Q: 3 clusters Score -524654.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -524669.375000 Penalty: 2536.141846
	Iteration 29Q: 3 clusters Score -524669.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -524684.500000 Penalty: 2536.141846
	Iteration 30Q: 3 clusters Score -524684.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -524704.062500 Penalty: 2536.141846
	Iteration 31Q: 3 clusters Score -524704.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -524728.812500 Penalty: 2536.141846
	Iteration 32Q: 3 clusters Score -524728.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -524748.375000 Penalty: 2536.141846
	Iteration 33Q: 3 clusters Score -524748.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -524763.187500 Penalty: 2536.141846
	Iteration 34Q: 3 clusters Score -524763.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -524775.000000 Penalty: 2536.141846
	Iteration 35Q: 3 clusters Score -524775 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -524783.375000 Penalty: 2536.141846
	Iteration 36Q: 3 clusters Score -524783.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -524791.375000 Penalty: 2536.141846
	Iteration 37Q: 3 clusters Score -524791.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -524800.125000 Penalty: 2536.141846
	Iteration 38Q: 3 clusters Score -524800.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -524810.875000 Penalty: 2536.141846
	Iteration 39Q: 3 clusters Score -524810.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -524820.125000 Penalty: 2536.141846
	Iteration 40F: 3 clusters Score -524820.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -524826.187500 Penalty: 2536.141846
	Iteration 41Q: 3 clusters Score -524826.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -524828.812500 Penalty: 2536.141846
	Iteration 42Q: 3 clusters Score -524828.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -524831.875000 Penalty: 2536.141846
	Iteration 43Q: 3 clusters Score -524831.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -524833.625000 Penalty: 2536.141846
	Iteration 44Q: 3 clusters Score -524833.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -524836.437500 Penalty: 2536.141846
	Iteration 45Q: 3 clusters Score -524836.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -524838.437500 Penalty: 2536.141846
	Iteration 46Q: 3 clusters Score -524838.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -524838.187500 Penalty: 2536.141846
	Iteration 47Q: 3 clusters Score -524838.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -524839.000000 Penalty: 2536.141846
	Iteration 48Q: 3 clusters Score -524839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -524839.000000 Penalty: 2536.141846
	Iteration 49F: 3 clusters Score -524839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (106231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106231 members 
Entering Unmasked Estep 
Score: -10751027.000000 Penalty: 1722.117676
	Iteration 0F: 2 clusters Score -1.075103e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53158 members 
Mstep: Class 2 contains 53073 members 
Entering Unmasked Estep 
Score: -10681216.000000 Penalty: 3444.235352
	Iteration 0F: 3 clusters Score -1.068122e+07 nChanged 50176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54586 members 
Mstep: Class 2 contains 51645 members 
Entering Unmasked Estep 
Score: -10710456.000000 Penalty: 3444.235352
	Iteration 1F: 3 clusters Score -1.071046e+07 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55295 members 
Mstep: Class 2 contains 50936 members 
Entering Unmasked Estep 
Score: -10711613.000000 Penalty: 3444.235352
	Iteration 2Q: 3 clusters Score -1.071161e+07 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56434 members 
Mstep: Class 2 contains 49797 members 
Entering Unmasked Estep 
Score: -10713000.000000 Penalty: 3444.235352
	Iteration 3Q: 3 clusters Score -1.0713e+07 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58105 members 
Mstep: Class 2 contains 48126 members 
Entering Unmasked Estep 
Score: -10714705.000000 Penalty: 3444.235352
	Iteration 4Q: 3 clusters Score -1.07147e+07 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60435 members 
Mstep: Class 2 contains 45796 members 
Entering Unmasked Estep 
Score: -10716876.000000 Penalty: 3444.235352
	Iteration 5Q: 3 clusters Score -1.071688e+07 nChanged 5563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63562 members 
Mstep: Class 2 contains 42669 members 
Entering Unmasked Estep 
Score: -10719693.000000 Penalty: 3444.235352
	Iteration 6F: 3 clusters Score -1.071969e+07 nChanged 6067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67405 members 
Mstep: Class 2 contains 38826 members 
Entering Unmasked Estep 
Score: -10723474.000000 Penalty: 3444.235352
	Iteration 7F: 3 clusters Score -1.072347e+07 nChanged 6238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71635 members 
Mstep: Class 2 contains 34596 members 
Entering Unmasked Estep 
Score: -10727757.000000 Penalty: 3444.235352
	Iteration 8F: 3 clusters Score -1.072776e+07 nChanged 6023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75736 members 
Mstep: Class 2 contains 30495 members 
Entering Unmasked Estep 
Score: -10732095.000000 Penalty: 3444.235352
	Iteration 9F: 3 clusters Score -1.07321e+07 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79159 members 
Mstep: Class 2 contains 27072 members 
Entering Unmasked Estep 
Score: -10735786.000000 Penalty: 3444.235352
	Iteration 10Q: 3 clusters Score -1.073579e+07 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81882 members 
Mstep: Class 2 contains 24349 members 
Entering Unmasked Estep 
Score: -10738365.000000 Penalty: 3444.235352
	Iteration 11Q: 3 clusters Score -1.073836e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84109 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -10739949.000000 Penalty: 3444.235352
	Iteration 12Q: 3 clusters Score -1.073995e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86035 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -10741024.000000 Penalty: 3444.235352
	Iteration 13Q: 3 clusters Score -1.074102e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87828 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -10741774.000000 Penalty: 3444.235352
	Iteration 14Q: 3 clusters Score -1.074177e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89460 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -10742478.000000 Penalty: 3444.235352
	Iteration 15Q: 3 clusters Score -1.074248e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91049 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -10743164.000000 Penalty: 3444.235352
	Iteration 16Q: 3 clusters Score -1.074316e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92579 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -10743817.000000 Penalty: 3444.235352
	Iteration 17Q: 3 clusters Score -1.074382e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94074 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -10744432.000000 Penalty: 3444.235352
	Iteration 18Q: 3 clusters Score -1.074443e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95557 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -10745076.000000 Penalty: 3444.235352
	Iteration 19Q: 3 clusters Score -1.074508e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96932 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -10745732.000000 Penalty: 3444.235352
	Iteration 20F: 3 clusters Score -1.074573e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98187 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -10746306.000000 Penalty: 3444.235352
	Iteration 21Q: 3 clusters Score -1.074631e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99340 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -10746958.000000 Penalty: 3444.235352
	Iteration 22Q: 3 clusters Score -1.074696e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100378 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -10747470.000000 Penalty: 3444.235352
	Iteration 23Q: 3 clusters Score -1.074747e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101296 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -10747946.000000 Penalty: 3444.235352
	Iteration 24Q: 3 clusters Score -1.074795e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102119 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -10748412.000000 Penalty: 3444.235352
	Iteration 25Q: 3 clusters Score -1.074841e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102766 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -10748728.000000 Penalty: 3444.235352
	Iteration 26Q: 3 clusters Score -1.074873e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103286 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -10749000.000000 Penalty: 3444.235352
	Iteration 27Q: 3 clusters Score -1.0749e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103696 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -10749255.000000 Penalty: 3444.235352
	Iteration 28Q: 3 clusters Score -1.074926e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103988 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -10749429.000000 Penalty: 3444.235352
	Iteration 29Q: 3 clusters Score -1.074943e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104199 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -10749568.000000 Penalty: 3444.235352
	Iteration 30Q: 3 clusters Score -1.074957e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104357 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -10749676.000000 Penalty: 3444.235352
	Iteration 31Q: 3 clusters Score -1.074968e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104464 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -10749708.000000 Penalty: 3444.235352
	Iteration 32Q: 3 clusters Score -1.074971e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104547 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -10749772.000000 Penalty: 3444.235352
	Iteration 33Q: 3 clusters Score -1.074977e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104626 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -10749832.000000 Penalty: 3444.235352
	Iteration 34Q: 3 clusters Score -1.074983e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104707 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -10749872.000000 Penalty: 3444.235352
	Iteration 35Q: 3 clusters Score -1.074987e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104785 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -10749935.000000 Penalty: 3444.235352
	Iteration 36Q: 3 clusters Score -1.074994e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104833 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -10749959.000000 Penalty: 3444.235352
	Iteration 37Q: 3 clusters Score -1.074996e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104874 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -10749973.000000 Penalty: 3444.235352
	Iteration 38Q: 3 clusters Score -1.074997e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104937 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -10750004.000000 Penalty: 3444.235352
	Iteration 39Q: 3 clusters Score -1.075e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104980 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -10750053.000000 Penalty: 3444.235352
	Iteration 40F: 3 clusters Score -1.075005e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105013 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -10750061.000000 Penalty: 3444.235352
	Iteration 41Q: 3 clusters Score -1.075006e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105031 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -10750067.000000 Penalty: 3444.235352
	Iteration 42Q: 3 clusters Score -1.075007e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105045 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -10750093.000000 Penalty: 3444.235352
	Iteration 43Q: 3 clusters Score -1.075009e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105053 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -10750089.000000 Penalty: 3444.235352
	Iteration 44Q: 3 clusters Score -1.075009e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105064 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -10750113.000000 Penalty: 3444.235352
	Iteration 45Q: 3 clusters Score -1.075011e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105076 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -10750110.000000 Penalty: 3444.235352
	Iteration 46Q: 3 clusters Score -1.075011e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105088 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -10750111.000000 Penalty: 3444.235352
	Iteration 47Q: 3 clusters Score -1.075011e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105097 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -10750103.000000 Penalty: 3444.235352
	Iteration 48Q: 3 clusters Score -1.07501e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105105 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -10750113.000000 Penalty: 3444.235352
	Iteration 49Q: 3 clusters Score -1.075011e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105117 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -10750117.000000 Penalty: 3444.235352
	Iteration 50Q: 3 clusters Score -1.075012e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105124 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -10750128.000000 Penalty: 3444.235352
	Iteration 51Q: 3 clusters Score -1.075013e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105131 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -10750121.000000 Penalty: 3444.235352
	Iteration 52Q: 3 clusters Score -1.075012e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105137 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -10750118.000000 Penalty: 3444.235352
	Iteration 53Q: 3 clusters Score -1.075012e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105141 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -10750128.000000 Penalty: 3444.235352
	Iteration 54Q: 3 clusters Score -1.075013e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105145 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -10750127.000000 Penalty: 3444.235352
	Iteration 55Q: 3 clusters Score -1.075013e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105145 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -10750127.000000 Penalty: 3444.235352
	Iteration 56F: 3 clusters Score -1.075013e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (18906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Entering Unmasked Estep 
Score: -1968589.625000 Penalty: 1465.268555
	Iteration 0F: 2 clusters Score -1968590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1956091.125000 Penalty: 2930.537109
	Iteration 0F: 3 clusters Score -1956091 nChanged 8260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1960591.750000 Penalty: 2930.537109
	Iteration 1F: 3 clusters Score -1960592 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1960959.000000 Penalty: 2930.537109
	Iteration 2F: 3 clusters Score -1960959 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1961254.250000 Penalty: 2930.537109
	Iteration 3Q: 3 clusters Score -1961254 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1961528.375000 Penalty: 2930.537109
	Iteration 4Q: 3 clusters Score -1961528 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1961784.375000 Penalty: 2930.537109
	Iteration 5Q: 3 clusters Score -1961784 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -1962108.375000 Penalty: 2930.537109
	Iteration 6Q: 3 clusters Score -1962108 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -1962581.750000 Penalty: 2930.537109
	Iteration 7Q: 3 clusters Score -1962582 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -1963224.125000 Penalty: 2930.537109
	Iteration 8F: 3 clusters Score -1963224 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -1964062.250000 Penalty: 2930.537109
	Iteration 9F: 3 clusters Score -1964062 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -1965035.000000 Penalty: 2930.537109
	Iteration 10F: 3 clusters Score -1965035 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -1965924.625000 Penalty: 2930.537109
	Iteration 11F: 3 clusters Score -1965925 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -1966597.750000 Penalty: 2930.537109
	Iteration 12Q: 3 clusters Score -1966598 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -1966949.750000 Penalty: 2930.537109
	Iteration 13Q: 3 clusters Score -1966950 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -1967158.750000 Penalty: 2930.537109
	Iteration 14Q: 3 clusters Score -1967159 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -1967270.500000 Penalty: 2930.537109
	Iteration 15Q: 3 clusters Score -1967270 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -1967346.875000 Penalty: 2930.537109
	Iteration 16Q: 3 clusters Score -1967347 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -1967379.375000 Penalty: 2930.537109
	Iteration 17Q: 3 clusters Score -1967379 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -1967395.375000 Penalty: 2930.537109
	Iteration 18Q: 3 clusters Score -1967395 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -1967404.625000 Penalty: 2930.537109
	Iteration 19Q: 3 clusters Score -1967405 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -1967417.750000 Penalty: 2930.537109
	Iteration 20F: 3 clusters Score -1967418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -1967428.500000 Penalty: 2930.537109
	Iteration 21Q: 3 clusters Score -1967428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -1967438.000000 Penalty: 2930.537109
	Iteration 22Q: 3 clusters Score -1967438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -1967450.750000 Penalty: 2930.537109
	Iteration 23Q: 3 clusters Score -1967451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -1967455.250000 Penalty: 2930.537109
	Iteration 24Q: 3 clusters Score -1967455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -1967459.125000 Penalty: 2930.537109
	Iteration 25Q: 3 clusters Score -1967459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -1967461.125000 Penalty: 2930.537109
	Iteration 26Q: 3 clusters Score -1967461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -1967462.375000 Penalty: 2930.537109
	Iteration 27Q: 3 clusters Score -1967462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -1967464.125000 Penalty: 2930.537109
	Iteration 28Q: 3 clusters Score -1967464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -1967470.125000 Penalty: 2930.537109
	Iteration 29Q: 3 clusters Score -1967470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -1967473.125000 Penalty: 2930.537109
	Iteration 30Q: 3 clusters Score -1967473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -1967476.375000 Penalty: 2930.537109
	Iteration 31Q: 3 clusters Score -1967476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -1967482.000000 Penalty: 2930.537109
	Iteration 32Q: 3 clusters Score -1967482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -1967480.875000 Penalty: 2930.537109
	Iteration 33Q: 3 clusters Score -1967481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -1967485.250000 Penalty: 2930.537109
	Iteration 34Q: 3 clusters Score -1967485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -1967487.625000 Penalty: 2930.537109
	Iteration 35Q: 3 clusters Score -1967488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -1967488.000000 Penalty: 2930.537109
	Iteration 36Q: 3 clusters Score -1967488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -1967493.750000 Penalty: 2930.537109
	Iteration 37Q: 3 clusters Score -1967494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -1967495.625000 Penalty: 2930.537109
	Iteration 38Q: 3 clusters Score -1967496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -1967498.875000 Penalty: 2930.537109
	Iteration 39Q: 3 clusters Score -1967499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -1967498.875000 Penalty: 2930.537109
	Iteration 40F: 3 clusters Score -1967499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Entering Unmasked Estep 
Score: -898138.875000 Penalty: 1353.007812
	Iteration 0F: 2 clusters Score -898138.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -892017.437500 Penalty: 2706.015625
	Iteration 0F: 3 clusters Score -892017.4 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -894041.062500 Penalty: 2706.015625
	Iteration 1F: 3 clusters Score -894041.1 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -894348.562500 Penalty: 2706.015625
	Iteration 2F: 3 clusters Score -894348.6 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -894582.250000 Penalty: 2706.015625
	Iteration 3F: 3 clusters Score -894582.2 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -894790.562500 Penalty: 2706.015625
	Iteration 4Q: 3 clusters Score -894790.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -894990.312500 Penalty: 2706.015625
	Iteration 5Q: 3 clusters Score -894990.3 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -895168.312500 Penalty: 2706.015625
	Iteration 6Q: 3 clusters Score -895168.3 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -895345.812500 Penalty: 2706.015625
	Iteration 7Q: 3 clusters Score -895345.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -895504.875000 Penalty: 2706.015625
	Iteration 8Q: 3 clusters Score -895504.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -895673.125000 Penalty: 2706.015625
	Iteration 9Q: 3 clusters Score -895673.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -895831.500000 Penalty: 2706.015625
	Iteration 10Q: 3 clusters Score -895831.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -895979.437500 Penalty: 2706.015625
	Iteration 11Q: 3 clusters Score -895979.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -896118.937500 Penalty: 2706.015625
	Iteration 12Q: 3 clusters Score -896118.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -896244.375000 Penalty: 2706.015625
	Iteration 13Q: 3 clusters Score -896244.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -896382.000000 Penalty: 2706.015625
	Iteration 14Q: 3 clusters Score -896382 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -896507.937500 Penalty: 2706.015625
	Iteration 15Q: 3 clusters Score -896507.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -896643.937500 Penalty: 2706.015625
	Iteration 16Q: 3 clusters Score -896643.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -896778.875000 Penalty: 2706.015625
	Iteration 17Q: 3 clusters Score -896778.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -896880.937500 Penalty: 2706.015625
	Iteration 18Q: 3 clusters Score -896880.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -896940.125000 Penalty: 2706.015625
	Iteration 19Q: 3 clusters Score -896940.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -896979.437500 Penalty: 2706.015625
	Iteration 20F: 3 clusters Score -896979.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -897023.437500 Penalty: 2706.015625
	Iteration 21Q: 3 clusters Score -897023.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -897052.625000 Penalty: 2706.015625
	Iteration 22Q: 3 clusters Score -897052.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -897076.312500 Penalty: 2706.015625
	Iteration 23Q: 3 clusters Score -897076.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -897092.750000 Penalty: 2706.015625
	Iteration 24Q: 3 clusters Score -897092.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -897106.437500 Penalty: 2706.015625
	Iteration 25Q: 3 clusters Score -897106.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -897111.812500 Penalty: 2706.015625
	Iteration 26Q: 3 clusters Score -897111.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -897112.812500 Penalty: 2706.015625
	Iteration 27Q: 3 clusters Score -897112.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -897115.000000 Penalty: 2706.015625
	Iteration 28Q: 3 clusters Score -897115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -897118.625000 Penalty: 2706.015625
	Iteration 29Q: 3 clusters Score -897118.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -897120.750000 Penalty: 2706.015625
	Iteration 30Q: 3 clusters Score -897120.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -897120.062500 Penalty: 2706.015625
	Iteration 31Q: 3 clusters Score -897120.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -897121.875000 Penalty: 2706.015625
	Iteration 32Q: 3 clusters Score -897121.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -897123.000000 Penalty: 2706.015625
	Iteration 33Q: 3 clusters Score -897123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -897123.812500 Penalty: 2706.015625
	Iteration 34Q: 3 clusters Score -897123.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -897125.000000 Penalty: 2706.015625
	Iteration 35Q: 3 clusters Score -897125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -897125.500000 Penalty: 2706.015625
	Iteration 36Q: 3 clusters Score -897125.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -897128.312500 Penalty: 2706.015625
	Iteration 37Q: 3 clusters Score -897128.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -897130.250000 Penalty: 2706.015625
	Iteration 38Q: 3 clusters Score -897130.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -897129.375000 Penalty: 2706.015625
	Iteration 39Q: 3 clusters Score -897129.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -897129.187500 Penalty: 2706.015625
	Iteration 40F: 3 clusters Score -897129.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -897130.812500 Penalty: 2706.015625
	Iteration 41Q: 3 clusters Score -897130.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -897131.062500 Penalty: 2706.015625
	Iteration 42Q: 3 clusters Score -897131.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -897131.625000 Penalty: 2706.015625
	Iteration 43Q: 3 clusters Score -897131.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -897131.625000 Penalty: 2706.015625
	Iteration 44Q: 3 clusters Score -897131.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -897133.687500 Penalty: 2706.015625
	Iteration 45Q: 3 clusters Score -897133.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -897133.625000 Penalty: 2706.015625
	Iteration 46Q: 3 clusters Score -897133.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -897133.625000 Penalty: 2706.015625
	Iteration 47F: 3 clusters Score -897133.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (36561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36561 members 
Entering Unmasked Estep 
Score: -3796455.250000 Penalty: 1563.402588
	Iteration 0F: 2 clusters Score -3796455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -3772515.000000 Penalty: 3126.805176
	Iteration 0F: 3 clusters Score -3772515 nChanged 16664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -3781657.250000 Penalty: 3126.805176
	Iteration 1F: 3 clusters Score -3781657 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -3782165.750000 Penalty: 3126.805176
	Iteration 2Q: 3 clusters Score -3782166 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -3782614.750000 Penalty: 3126.805176
	Iteration 3Q: 3 clusters Score -3782615 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -3783054.750000 Penalty: 3126.805176
	Iteration 4Q: 3 clusters Score -3783055 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -3783492.750000 Penalty: 3126.805176
	Iteration 5Q: 3 clusters Score -3783493 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -3783928.750000 Penalty: 3126.805176
	Iteration 6Q: 3 clusters Score -3783929 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 20174 members 
Entering Unmasked Estep 
Score: -3784425.250000 Penalty: 3126.805176
	Iteration 7Q: 3 clusters Score -3784425 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -3785050.500000 Penalty: 3126.805176
	Iteration 8Q: 3 clusters Score -3785050 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -3785902.250000 Penalty: 3126.805176
	Iteration 9Q: 3 clusters Score -3785902 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 22629 members 
Entering Unmasked Estep 
Score: -3786837.500000 Penalty: 3126.805176
	Iteration 10Q: 3 clusters Score -3786838 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 23670 members 
Entering Unmasked Estep 
Score: -3787875.750000 Penalty: 3126.805176
	Iteration 11Q: 3 clusters Score -3787876 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 24726 members 
Entering Unmasked Estep 
Score: -3788973.750000 Penalty: 3126.805176
	Iteration 12Q: 3 clusters Score -3788974 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 25682 members 
Entering Unmasked Estep 
Score: -3790023.250000 Penalty: 3126.805176
	Iteration 13Q: 3 clusters Score -3790023 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 26443 members 
Entering Unmasked Estep 
Score: -3790921.500000 Penalty: 3126.805176
	Iteration 14Q: 3 clusters Score -3790922 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 27083 members 
Entering Unmasked Estep 
Score: -3791637.250000 Penalty: 3126.805176
	Iteration 15Q: 3 clusters Score -3791637 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
Score: -3792133.500000 Penalty: 3126.805176
	Iteration 16Q: 3 clusters Score -3792134 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -3792492.000000 Penalty: 3126.805176
	Iteration 17Q: 3 clusters Score -3792492 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -3792731.750000 Penalty: 3126.805176
	Iteration 18Q: 3 clusters Score -3792732 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 28864 members 
Entering Unmasked Estep 
Score: -3792888.500000 Penalty: 3126.805176
	Iteration 19Q: 3 clusters Score -3792888 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 29234 members 
Entering Unmasked Estep 
Score: -3793038.250000 Penalty: 3126.805176
	Iteration 20F: 3 clusters Score -3793038 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 29638 members 
Entering Unmasked Estep 
Score: -3793202.250000 Penalty: 3126.805176
	Iteration 21Q: 3 clusters Score -3793202 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 29978 members 
Entering Unmasked Estep 
Score: -3793343.750000 Penalty: 3126.805176
	Iteration 22Q: 3 clusters Score -3793344 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -3793477.000000 Penalty: 3126.805176
	Iteration 23Q: 3 clusters Score -3793477 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 30679 members 
Entering Unmasked Estep 
Score: -3793594.750000 Penalty: 3126.805176
	Iteration 24Q: 3 clusters Score -3793595 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 30990 members 
Entering Unmasked Estep 
Score: -3793729.750000 Penalty: 3126.805176
	Iteration 25Q: 3 clusters Score -3793730 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 31285 members 
Entering Unmasked Estep 
Score: -3793817.750000 Penalty: 3126.805176
	Iteration 26Q: 3 clusters Score -3793818 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 31546 members 
Entering Unmasked Estep 
Score: -3793895.000000 Penalty: 3126.805176
	Iteration 27Q: 3 clusters Score -3793895 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 31768 members 
Entering Unmasked Estep 
Score: -3793974.500000 Penalty: 3126.805176
	Iteration 28Q: 3 clusters Score -3793974 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 31979 members 
Entering Unmasked Estep 
Score: -3794038.500000 Penalty: 3126.805176
	Iteration 29Q: 3 clusters Score -3794038 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 32169 members 
Entering Unmasked Estep 
Score: -3794093.250000 Penalty: 3126.805176
	Iteration 30Q: 3 clusters Score -3794093 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 32373 members 
Entering Unmasked Estep 
Score: -3794188.000000 Penalty: 3126.805176
	Iteration 31Q: 3 clusters Score -3794188 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 32557 members 
Entering Unmasked Estep 
Score: -3794225.500000 Penalty: 3126.805176
	Iteration 32Q: 3 clusters Score -3794226 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 32726 members 
Entering Unmasked Estep 
Score: -3794263.000000 Penalty: 3126.805176
	Iteration 33Q: 3 clusters Score -3794263 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 32862 members 
Entering Unmasked Estep 
Score: -3794310.000000 Penalty: 3126.805176
	Iteration 34Q: 3 clusters Score -3794310 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 32977 members 
Entering Unmasked Estep 
Score: -3794346.000000 Penalty: 3126.805176
	Iteration 35Q: 3 clusters Score -3794346 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 33098 members 
Entering Unmasked Estep 
Score: -3794376.750000 Penalty: 3126.805176
	Iteration 36Q: 3 clusters Score -3794377 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 33217 members 
Entering Unmasked Estep 
Score: -3794419.250000 Penalty: 3126.805176
	Iteration 37Q: 3 clusters Score -3794419 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 33334 members 
Entering Unmasked Estep 
Score: -3794443.750000 Penalty: 3126.805176
	Iteration 38Q: 3 clusters Score -3794444 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 33447 members 
Entering Unmasked Estep 
Score: -3794463.250000 Penalty: 3126.805176
	Iteration 39Q: 3 clusters Score -3794463 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 33574 members 
Entering Unmasked Estep 
Score: -3794504.500000 Penalty: 3126.805176
	Iteration 40F: 3 clusters Score -3794504 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 33686 members 
Entering Unmasked Estep 
Score: -3794532.750000 Penalty: 3126.805176
	Iteration 41Q: 3 clusters Score -3794533 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 33794 members 
Entering Unmasked Estep 
Score: -3794558.000000 Penalty: 3126.805176
	Iteration 42Q: 3 clusters Score -3794558 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 33899 members 
Entering Unmasked Estep 
Score: -3794600.000000 Penalty: 3126.805176
	Iteration 43Q: 3 clusters Score -3794600 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 33999 members 
Entering Unmasked Estep 
Score: -3794626.250000 Penalty: 3126.805176
	Iteration 44Q: 3 clusters Score -3794626 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 34116 members 
Entering Unmasked Estep 
Score: -3794660.750000 Penalty: 3126.805176
	Iteration 45Q: 3 clusters Score -3794661 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 34224 members 
Entering Unmasked Estep 
Score: -3794714.250000 Penalty: 3126.805176
	Iteration 46Q: 3 clusters Score -3794714 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 34330 members 
Entering Unmasked Estep 
Score: -3794754.500000 Penalty: 3126.805176
	Iteration 47Q: 3 clusters Score -3794754 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 34439 members 
Entering Unmasked Estep 
Score: -3794800.750000 Penalty: 3126.805176
	Iteration 48Q: 3 clusters Score -3794801 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 34542 members 
Entering Unmasked Estep 
Score: -3794844.500000 Penalty: 3126.805176
	Iteration 49Q: 3 clusters Score -3794844 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 34642 members 
Entering Unmasked Estep 
Score: -3794881.000000 Penalty: 3126.805176
	Iteration 50Q: 3 clusters Score -3794881 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 34733 members 
Entering Unmasked Estep 
Score: -3794913.250000 Penalty: 3126.805176
	Iteration 51Q: 3 clusters Score -3794913 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 34808 members 
Entering Unmasked Estep 
Score: -3794955.000000 Penalty: 3126.805176
	Iteration 52Q: 3 clusters Score -3794955 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 34882 members 
Entering Unmasked Estep 
Score: -3794987.500000 Penalty: 3126.805176
	Iteration 53Q: 3 clusters Score -3794988 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 34957 members 
Entering Unmasked Estep 
Score: -3795022.750000 Penalty: 3126.805176
	Iteration 54Q: 3 clusters Score -3795023 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 35021 members 
Entering Unmasked Estep 
Score: -3795050.750000 Penalty: 3126.805176
	Iteration 55Q: 3 clusters Score -3795051 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 35082 members 
Entering Unmasked Estep 
Score: -3795078.000000 Penalty: 3126.805176
	Iteration 56Q: 3 clusters Score -3795078 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 35138 members 
Entering Unmasked Estep 
Score: -3795095.750000 Penalty: 3126.805176
	Iteration 57Q: 3 clusters Score -3795096 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 35186 members 
Entering Unmasked Estep 
Score: -3795111.250000 Penalty: 3126.805176
	Iteration 58Q: 3 clusters Score -3795111 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 35226 members 
Entering Unmasked Estep 
Score: -3795119.000000 Penalty: 3126.805176
	Iteration 59Q: 3 clusters Score -3795119 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 35271 members 
Entering Unmasked Estep 
Score: -3795142.250000 Penalty: 3126.805176
	Iteration 60F: 3 clusters Score -3795142 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 35308 members 
Entering Unmasked Estep 
Score: -3795157.750000 Penalty: 3126.805176
	Iteration 61Q: 3 clusters Score -3795158 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 35343 members 
Entering Unmasked Estep 
Score: -3795170.000000 Penalty: 3126.805176
	Iteration 62Q: 3 clusters Score -3795170 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 35370 members 
Entering Unmasked Estep 
Score: -3795180.000000 Penalty: 3126.805176
	Iteration 63Q: 3 clusters Score -3795180 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 35403 members 
Entering Unmasked Estep 
Score: -3795208.500000 Penalty: 3126.805176
	Iteration 64Q: 3 clusters Score -3795208 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
Score: -3795211.250000 Penalty: 3126.805176
	Iteration 65Q: 3 clusters Score -3795211 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 35472 members 
Entering Unmasked Estep 
Score: -3795232.000000 Penalty: 3126.805176
	Iteration 66Q: 3 clusters Score -3795232 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 35511 members 
Entering Unmasked Estep 
Score: -3795255.500000 Penalty: 3126.805176
	Iteration 67Q: 3 clusters Score -3795256 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 35538 members 
Entering Unmasked Estep 
Score: -3795274.500000 Penalty: 3126.805176
	Iteration 68Q: 3 clusters Score -3795274 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 35555 members 
Entering Unmasked Estep 
Score: -3795280.750000 Penalty: 3126.805176
	Iteration 69Q: 3 clusters Score -3795281 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 35567 members 
Entering Unmasked Estep 
Score: -3795292.250000 Penalty: 3126.805176
	Iteration 70Q: 3 clusters Score -3795292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 35574 members 
Entering Unmasked Estep 
Score: -3795294.000000 Penalty: 3126.805176
	Iteration 71Q: 3 clusters Score -3795294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 35580 members 
Entering Unmasked Estep 
Score: -3795295.250000 Penalty: 3126.805176
	Iteration 72Q: 3 clusters Score -3795295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 35587 members 
Entering Unmasked Estep 
Score: -3795304.750000 Penalty: 3126.805176
	Iteration 73Q: 3 clusters Score -3795305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 35593 members 
Entering Unmasked Estep 
Score: -3795305.250000 Penalty: 3126.805176
	Iteration 74Q: 3 clusters Score -3795305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 35599 members 
Entering Unmasked Estep 
Score: -3795303.000000 Penalty: 3126.805176
	Iteration 75Q: 3 clusters Score -3795303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 35603 members 
Entering Unmasked Estep 
Score: -3795306.500000 Penalty: 3126.805176
	Iteration 76Q: 3 clusters Score -3795306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 35606 members 
Entering Unmasked Estep 
Score: -3795312.750000 Penalty: 3126.805176
	Iteration 77Q: 3 clusters Score -3795313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 35606 members 
Entering Unmasked Estep 
Score: -3795311.500000 Penalty: 3126.805176
	Iteration 78Q: 3 clusters Score -3795312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 35607 members 
Entering Unmasked Estep 
Score: -3795313.750000 Penalty: 3126.805176
	Iteration 79Q: 3 clusters Score -3795314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 35607 members 
Entering Unmasked Estep 
Score: -3795313.750000 Penalty: 3126.805176
	Iteration 80F: 3 clusters Score -3795314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Entering Unmasked Estep 
Score: -205463.953125 Penalty: 1149.857300
	Iteration 0F: 2 clusters Score -205464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -203453.156250 Penalty: 2299.714600
	Iteration 0F: 3 clusters Score -203453.2 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -204026.781250 Penalty: 2299.714600
	Iteration 1F: 3 clusters Score -204026.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -204240.031250 Penalty: 2299.714600
	Iteration 2F: 3 clusters Score -204240 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -204386.828125 Penalty: 2299.714600
	Iteration 3F: 3 clusters Score -204386.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -204506.625000 Penalty: 2299.714600
	Iteration 4Q: 3 clusters Score -204506.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -204630.546875 Penalty: 2299.714600
	Iteration 5Q: 3 clusters Score -204630.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -204767.812500 Penalty: 2299.714600
	Iteration 6Q: 3 clusters Score -204767.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -204897.843750 Penalty: 2299.714600
	Iteration 7Q: 3 clusters Score -204897.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -204978.750000 Penalty: 2299.714600
	Iteration 8Q: 3 clusters Score -204978.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -205040.890625 Penalty: 2299.714600
	Iteration 9Q: 3 clusters Score -205040.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -205093.093750 Penalty: 2299.714600
	Iteration 10Q: 3 clusters Score -205093.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -205150.890625 Penalty: 2299.714600
	Iteration 11Q: 3 clusters Score -205150.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -205197.531250 Penalty: 2299.714600
	Iteration 12Q: 3 clusters Score -205197.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -205237.625000 Penalty: 2299.714600
	Iteration 13Q: 3 clusters Score -205237.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -205259.468750 Penalty: 2299.714600
	Iteration 14Q: 3 clusters Score -205259.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -205268.593750 Penalty: 2299.714600
	Iteration 15Q: 3 clusters Score -205268.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -205273.562500 Penalty: 2299.714600
	Iteration 16Q: 3 clusters Score -205273.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -205276.640625 Penalty: 2299.714600
	Iteration 17Q: 3 clusters Score -205276.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -205280.140625 Penalty: 2299.714600
	Iteration 18Q: 3 clusters Score -205280.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -205280.562500 Penalty: 2299.714600
	Iteration 19Q: 3 clusters Score -205280.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -205280.687500 Penalty: 2299.714600
	Iteration 20F: 3 clusters Score -205280.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (37561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37561 members 
Entering Unmasked Estep 
Score: -3878929.500000 Penalty: 1567.417847
	Iteration 0F: 2 clusters Score -3878930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -3854550.000000 Penalty: 3134.835693
	Iteration 0F: 3 clusters Score -3854550 nChanged 17048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -3864019.750000 Penalty: 3134.835693
	Iteration 1F: 3 clusters Score -3864020 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -3864628.500000 Penalty: 3134.835693
	Iteration 2Q: 3 clusters Score -3864628 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -3865170.250000 Penalty: 3134.835693
	Iteration 3Q: 3 clusters Score -3865170 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -3865677.750000 Penalty: 3134.835693
	Iteration 4Q: 3 clusters Score -3865678 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -3866239.500000 Penalty: 3134.835693
	Iteration 5Q: 3 clusters Score -3866240 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -3866946.000000 Penalty: 3134.835693
	Iteration 6Q: 3 clusters Score -3866946 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -3867798.500000 Penalty: 3134.835693
	Iteration 7Q: 3 clusters Score -3867798 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -3868764.000000 Penalty: 3134.835693
	Iteration 8F: 3 clusters Score -3868764 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 24554 members 
Entering Unmasked Estep 
Score: -3869833.750000 Penalty: 3134.835693
	Iteration 9F: 3 clusters Score -3869834 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 25841 members 
Entering Unmasked Estep 
Score: -3870825.250000 Penalty: 3134.835693
	Iteration 10F: 3 clusters Score -3870825 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 27075 members 
Entering Unmasked Estep 
Score: -3871758.000000 Penalty: 3134.835693
	Iteration 11Q: 3 clusters Score -3871758 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 28267 members 
Entering Unmasked Estep 
Score: -3872609.750000 Penalty: 3134.835693
	Iteration 12Q: 3 clusters Score -3872610 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 29396 members 
Entering Unmasked Estep 
Score: -3873366.500000 Penalty: 3134.835693
	Iteration 13Q: 3 clusters Score -3873366 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 30443 members 
Entering Unmasked Estep 
Score: -3874028.000000 Penalty: 3134.835693
	Iteration 14Q: 3 clusters Score -3874028 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 31358 members 
Entering Unmasked Estep 
Score: -3874654.250000 Penalty: 3134.835693
	Iteration 15Q: 3 clusters Score -3874654 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 32192 members 
Entering Unmasked Estep 
Score: -3875201.250000 Penalty: 3134.835693
	Iteration 16Q: 3 clusters Score -3875201 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 32899 members 
Entering Unmasked Estep 
Score: -3875681.000000 Penalty: 3134.835693
	Iteration 17Q: 3 clusters Score -3875681 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 33482 members 
Entering Unmasked Estep 
Score: -3876049.500000 Penalty: 3134.835693
	Iteration 18Q: 3 clusters Score -3876050 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 33993 members 
Entering Unmasked Estep 
Score: -3876338.250000 Penalty: 3134.835693
	Iteration 19Q: 3 clusters Score -3876338 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 34419 members 
Entering Unmasked Estep 
Score: -3876550.250000 Penalty: 3134.835693
	Iteration 20F: 3 clusters Score -3876550 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 34750 members 
Entering Unmasked Estep 
Score: -3876719.750000 Penalty: 3134.835693
	Iteration 21Q: 3 clusters Score -3876720 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 35020 members 
Entering Unmasked Estep 
Score: -3876837.000000 Penalty: 3134.835693
	Iteration 22Q: 3 clusters Score -3876837 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 35254 members 
Entering Unmasked Estep 
Score: -3876938.250000 Penalty: 3134.835693
	Iteration 23Q: 3 clusters Score -3876938 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 35463 members 
Entering Unmasked Estep 
Score: -3877075.750000 Penalty: 3134.835693
	Iteration 24Q: 3 clusters Score -3877076 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 35626 members 
Entering Unmasked Estep 
Score: -3877148.750000 Penalty: 3134.835693
	Iteration 25Q: 3 clusters Score -3877149 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 35771 members 
Entering Unmasked Estep 
Score: -3877224.000000 Penalty: 3134.835693
	Iteration 26Q: 3 clusters Score -3877224 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 35892 members 
Entering Unmasked Estep 
Score: -3877288.500000 Penalty: 3134.835693
	Iteration 27Q: 3 clusters Score -3877288 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 35996 members 
Entering Unmasked Estep 
Score: -3877320.000000 Penalty: 3134.835693
	Iteration 28Q: 3 clusters Score -3877320 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 36088 members 
Entering Unmasked Estep 
Score: -3877365.750000 Penalty: 3134.835693
	Iteration 29Q: 3 clusters Score -3877366 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 36163 members 
Entering Unmasked Estep 
Score: -3877393.750000 Penalty: 3134.835693
	Iteration 30Q: 3 clusters Score -3877394 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 36225 members 
Entering Unmasked Estep 
Score: -3877440.250000 Penalty: 3134.835693
	Iteration 31Q: 3 clusters Score -3877440 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 36291 members 
Entering Unmasked Estep 
Score: -3877468.500000 Penalty: 3134.835693
	Iteration 32Q: 3 clusters Score -3877468 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 36352 members 
Entering Unmasked Estep 
Score: -3877494.750000 Penalty: 3134.835693
	Iteration 33Q: 3 clusters Score -3877495 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 36392 members 
Entering Unmasked Estep 
Score: -3877522.750000 Penalty: 3134.835693
	Iteration 34Q: 3 clusters Score -3877523 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 36429 members 
Entering Unmasked Estep 
Score: -3877531.750000 Penalty: 3134.835693
	Iteration 35Q: 3 clusters Score -3877532 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 36464 members 
Entering Unmasked Estep 
Score: -3877559.750000 Penalty: 3134.835693
	Iteration 36Q: 3 clusters Score -3877560 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 36501 members 
Entering Unmasked Estep 
Score: -3877574.250000 Penalty: 3134.835693
	Iteration 37Q: 3 clusters Score -3877574 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 36537 members 
Entering Unmasked Estep 
Score: -3877591.250000 Penalty: 3134.835693
	Iteration 38Q: 3 clusters Score -3877591 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 36570 members 
Entering Unmasked Estep 
Score: -3877610.000000 Penalty: 3134.835693
	Iteration 39Q: 3 clusters Score -3877610 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 36598 members 
Entering Unmasked Estep 
Score: -3877621.250000 Penalty: 3134.835693
	Iteration 40F: 3 clusters Score -3877621 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 36624 members 
Entering Unmasked Estep 
Score: -3877633.000000 Penalty: 3134.835693
	Iteration 41Q: 3 clusters Score -3877633 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 36644 members 
Entering Unmasked Estep 
Score: -3877635.750000 Penalty: 3134.835693
	Iteration 42Q: 3 clusters Score -3877636 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36660 members 
Entering Unmasked Estep 
Score: -3877649.250000 Penalty: 3134.835693
	Iteration 43Q: 3 clusters Score -3877649 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 36674 members 
Entering Unmasked Estep 
Score: -3877651.250000 Penalty: 3134.835693
	Iteration 44Q: 3 clusters Score -3877651 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 36682 members 
Entering Unmasked Estep 
Score: -3877653.000000 Penalty: 3134.835693
	Iteration 45Q: 3 clusters Score -3877653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 36692 members 
Entering Unmasked Estep 
Score: -3877660.500000 Penalty: 3134.835693
	Iteration 46Q: 3 clusters Score -3877660 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 36706 members 
Entering Unmasked Estep 
Score: -3877667.000000 Penalty: 3134.835693
	Iteration 47Q: 3 clusters Score -3877667 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 36719 members 
Entering Unmasked Estep 
Score: -3877670.500000 Penalty: 3134.835693
	Iteration 48Q: 3 clusters Score -3877670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 36728 members 
Entering Unmasked Estep 
Score: -3877675.000000 Penalty: 3134.835693
	Iteration 49Q: 3 clusters Score -3877675 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 36737 members 
Entering Unmasked Estep 
Score: -3877669.750000 Penalty: 3134.835693
	Iteration 50Q: 3 clusters Score -3877670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 36739 members 
Entering Unmasked Estep 
Score: -3877668.750000 Penalty: 3134.835693
	Iteration 51Q: 3 clusters Score -3877669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 36743 members 
Entering Unmasked Estep 
Score: -3877675.250000 Penalty: 3134.835693
	Iteration 52Q: 3 clusters Score -3877675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 36743 members 
Entering Unmasked Estep 
Score: -3877675.500000 Penalty: 3134.835693
	Iteration 53Q: 3 clusters Score -3877676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 36744 members 
Entering Unmasked Estep 
Score: -3877674.750000 Penalty: 3134.835693
	Iteration 54Q: 3 clusters Score -3877675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 36745 members 
Entering Unmasked Estep 
Score: -3877677.000000 Penalty: 3134.835693
	Iteration 55Q: 3 clusters Score -3877677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 36746 members 
Entering Unmasked Estep 
Score: -3877678.750000 Penalty: 3134.835693
	Iteration 56Q: 3 clusters Score -3877679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 36748 members 
Entering Unmasked Estep 
Score: -3877677.250000 Penalty: 3134.835693
	Iteration 57Q: 3 clusters Score -3877677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 36750 members 
Entering Unmasked Estep 
Score: -3877678.250000 Penalty: 3134.835693
	Iteration 58Q: 3 clusters Score -3877678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 36751 members 
Entering Unmasked Estep 
Score: -3877681.500000 Penalty: 3134.835693
	Iteration 59Q: 3 clusters Score -3877682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 36751 members 
Entering Unmasked Estep 
Score: -3877681.500000 Penalty: 3134.835693
	Iteration 60F: 3 clusters Score -3877682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (14876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Entering Unmasked Estep 
Score: -1502155.375000 Penalty: 1429.596802
	Iteration 0F: 2 clusters Score -1502155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1492246.000000 Penalty: 2859.193604
	Iteration 0F: 3 clusters Score -1492246 nChanged 6432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1495833.875000 Penalty: 2859.193604
	Iteration 1F: 3 clusters Score -1495834 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1496183.625000 Penalty: 2859.193604
	Iteration 2F: 3 clusters Score -1496184 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1496451.125000 Penalty: 2859.193604
	Iteration 3Q: 3 clusters Score -1496451 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1496667.375000 Penalty: 2859.193604
	Iteration 4Q: 3 clusters Score -1496667 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1496858.625000 Penalty: 2859.193604
	Iteration 5Q: 3 clusters Score -1496859 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1497076.000000 Penalty: 2859.193604
	Iteration 6Q: 3 clusters Score -1497076 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1497307.750000 Penalty: 2859.193604
	Iteration 7Q: 3 clusters Score -1497308 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1497585.250000 Penalty: 2859.193604
	Iteration 8Q: 3 clusters Score -1497585 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1497912.250000 Penalty: 2859.193604
	Iteration 9Q: 3 clusters Score -1497912 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1498308.000000 Penalty: 2859.193604
	Iteration 10Q: 3 clusters Score -1498308 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1498756.000000 Penalty: 2859.193604
	Iteration 11Q: 3 clusters Score -1498756 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1499247.625000 Penalty: 2859.193604
	Iteration 12Q: 3 clusters Score -1499248 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1499701.000000 Penalty: 2859.193604
	Iteration 13Q: 3 clusters Score -1499701 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1500093.375000 Penalty: 2859.193604
	Iteration 14Q: 3 clusters Score -1500093 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1500420.750000 Penalty: 2859.193604
	Iteration 15Q: 3 clusters Score -1500421 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1500701.625000 Penalty: 2859.193604
	Iteration 16Q: 3 clusters Score -1500702 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1500873.500000 Penalty: 2859.193604
	Iteration 17Q: 3 clusters Score -1500874 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1501002.250000 Penalty: 2859.193604
	Iteration 18Q: 3 clusters Score -1501002 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1501075.625000 Penalty: 2859.193604
	Iteration 19Q: 3 clusters Score -1501076 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1501120.625000 Penalty: 2859.193604
	Iteration 20F: 3 clusters Score -1501121 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1501149.500000 Penalty: 2859.193604
	Iteration 21Q: 3 clusters Score -1501150 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1501175.125000 Penalty: 2859.193604
	Iteration 22Q: 3 clusters Score -1501175 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1501188.125000 Penalty: 2859.193604
	Iteration 23Q: 3 clusters Score -1501188 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1501194.250000 Penalty: 2859.193604
	Iteration 24Q: 3 clusters Score -1501194 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1501204.250000 Penalty: 2859.193604
	Iteration 25Q: 3 clusters Score -1501204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1501212.500000 Penalty: 2859.193604
	Iteration 26Q: 3 clusters Score -1501212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1501218.750000 Penalty: 2859.193604
	Iteration 27Q: 3 clusters Score -1501219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1501219.500000 Penalty: 2859.193604
	Iteration 28Q: 3 clusters Score -1501220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1501226.375000 Penalty: 2859.193604
	Iteration 29Q: 3 clusters Score -1501226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1501230.875000 Penalty: 2859.193604
	Iteration 30Q: 3 clusters Score -1501231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1501235.000000 Penalty: 2859.193604
	Iteration 31Q: 3 clusters Score -1501235 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1501237.000000 Penalty: 2859.193604
	Iteration 32Q: 3 clusters Score -1501237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1501242.500000 Penalty: 2859.193604
	Iteration 33Q: 3 clusters Score -1501242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1501242.625000 Penalty: 2859.193604
	Iteration 34Q: 3 clusters Score -1501243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1501245.750000 Penalty: 2859.193604
	Iteration 35Q: 3 clusters Score -1501246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1501246.125000 Penalty: 2859.193604
	Iteration 36Q: 3 clusters Score -1501246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1501248.125000 Penalty: 2859.193604
	Iteration 37Q: 3 clusters Score -1501248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1501248.875000 Penalty: 2859.193604
	Iteration 38Q: 3 clusters Score -1501249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1501250.875000 Penalty: 2859.193604
	Iteration 39Q: 3 clusters Score -1501251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1501250.875000 Penalty: 2859.193604
	Iteration 40F: 3 clusters Score -1501251 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (17590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Entering Unmasked Estep 
Score: -1848634.875000 Penalty: 1454.532715
	Iteration 0F: 2 clusters Score -1848635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1837043.750000 Penalty: 2909.065430
	Iteration 0F: 3 clusters Score -1837044 nChanged 7714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1841288.625000 Penalty: 2909.065430
	Iteration 1F: 3 clusters Score -1841289 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1841751.000000 Penalty: 2909.065430
	Iteration 2F: 3 clusters Score -1841751 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1842168.000000 Penalty: 2909.065430
	Iteration 3F: 3 clusters Score -1842168 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1842615.750000 Penalty: 2909.065430
	Iteration 4F: 3 clusters Score -1842616 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -1843154.250000 Penalty: 2909.065430
	Iteration 5F: 3 clusters Score -1843154 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -1843838.750000 Penalty: 2909.065430
	Iteration 6F: 3 clusters Score -1843839 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -1844617.250000 Penalty: 2909.065430
	Iteration 7F: 3 clusters Score -1844617 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -1845446.625000 Penalty: 2909.065430
	Iteration 8F: 3 clusters Score -1845447 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -1846109.625000 Penalty: 2909.065430
	Iteration 9Q: 3 clusters Score -1846110 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -1846626.125000 Penalty: 2909.065430
	Iteration 10Q: 3 clusters Score -1846626 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -1846965.875000 Penalty: 2909.065430
	Iteration 11Q: 3 clusters Score -1846966 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -1847162.375000 Penalty: 2909.065430
	Iteration 12Q: 3 clusters Score -1847162 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -1847296.500000 Penalty: 2909.065430
	Iteration 13Q: 3 clusters Score -1847296 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -1847383.875000 Penalty: 2909.065430
	Iteration 14Q: 3 clusters Score -1847384 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -1847418.750000 Penalty: 2909.065430
	Iteration 15Q: 3 clusters Score -1847419 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -1847437.750000 Penalty: 2909.065430
	Iteration 16Q: 3 clusters Score -1847438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -1847451.875000 Penalty: 2909.065430
	Iteration 17Q: 3 clusters Score -1847452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -1847462.750000 Penalty: 2909.065430
	Iteration 18Q: 3 clusters Score -1847463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -1847468.875000 Penalty: 2909.065430
	Iteration 19Q: 3 clusters Score -1847469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -1847471.000000 Penalty: 2909.065430
	Iteration 20F: 3 clusters Score -1847471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -1847472.875000 Penalty: 2909.065430
	Iteration 21Q: 3 clusters Score -1847473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -1847471.250000 Penalty: 2909.065430
	Iteration 22Q: 3 clusters Score -1847471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -1847471.625000 Penalty: 2909.065430
	Iteration 23Q: 3 clusters Score -1847472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -1847471.625000 Penalty: 2909.065430
	Iteration 24F: 3 clusters Score -1847472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (5559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Entering Unmasked Estep 
Score: -587618.500000 Penalty: 1283.128296
	Iteration 0F: 2 clusters Score -587618.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -583552.125000 Penalty: 2566.256592
	Iteration 0F: 3 clusters Score -583552.1 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -584741.250000 Penalty: 2566.256592
	Iteration 1F: 3 clusters Score -584741.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -584980.562500 Penalty: 2566.256592
	Iteration 2F: 3 clusters Score -584980.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -585132.125000 Penalty: 2566.256592
	Iteration 3F: 3 clusters Score -585132.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -585232.500000 Penalty: 2566.256592
	Iteration 4Q: 3 clusters Score -585232.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -585301.500000 Penalty: 2566.256592
	Iteration 5Q: 3 clusters Score -585301.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -585342.312500 Penalty: 2566.256592
	Iteration 6Q: 3 clusters Score -585342.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -585373.687500 Penalty: 2566.256592
	Iteration 7Q: 3 clusters Score -585373.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -585397.437500 Penalty: 2566.256592
	Iteration 8Q: 3 clusters Score -585397.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -585423.000000 Penalty: 2566.256592
	Iteration 9Q: 3 clusters Score -585423 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -585448.500000 Penalty: 2566.256592
	Iteration 10Q: 3 clusters Score -585448.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -585474.562500 Penalty: 2566.256592
	Iteration 11Q: 3 clusters Score -585474.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -585496.312500 Penalty: 2566.256592
	Iteration 12Q: 3 clusters Score -585496.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -585516.312500 Penalty: 2566.256592
	Iteration 13Q: 3 clusters Score -585516.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -585535.250000 Penalty: 2566.256592
	Iteration 14Q: 3 clusters Score -585535.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -585551.000000 Penalty: 2566.256592
	Iteration 15Q: 3 clusters Score -585551 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -585569.562500 Penalty: 2566.256592
	Iteration 16Q: 3 clusters Score -585569.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -585595.375000 Penalty: 2566.256592
	Iteration 17Q: 3 clusters Score -585595.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -585625.312500 Penalty: 2566.256592
	Iteration 18Q: 3 clusters Score -585625.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -585652.812500 Penalty: 2566.256592
	Iteration 19Q: 3 clusters Score -585652.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -585685.562500 Penalty: 2566.256592
	Iteration 20F: 3 clusters Score -585685.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -585710.125000 Penalty: 2566.256592
	Iteration 21Q: 3 clusters Score -585710.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -585739.250000 Penalty: 2566.256592
	Iteration 22Q: 3 clusters Score -585739.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -585772.812500 Penalty: 2566.256592
	Iteration 23Q: 3 clusters Score -585772.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -585811.500000 Penalty: 2566.256592
	Iteration 24Q: 3 clusters Score -585811.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -585852.562500 Penalty: 2566.256592
	Iteration 25Q: 3 clusters Score -585852.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -585894.500000 Penalty: 2566.256592
	Iteration 26Q: 3 clusters Score -585894.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -585931.187500 Penalty: 2566.256592
	Iteration 27Q: 3 clusters Score -585931.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -585968.875000 Penalty: 2566.256592
	Iteration 28Q: 3 clusters Score -585968.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -586005.937500 Penalty: 2566.256592
	Iteration 29Q: 3 clusters Score -586005.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -586047.687500 Penalty: 2566.256592
	Iteration 30Q: 3 clusters Score -586047.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -586091.000000 Penalty: 2566.256592
	Iteration 31Q: 3 clusters Score -586091 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -586127.000000 Penalty: 2566.256592
	Iteration 32Q: 3 clusters Score -586127 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -586150.312500 Penalty: 2566.256592
	Iteration 33Q: 3 clusters Score -586150.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -586176.437500 Penalty: 2566.256592
	Iteration 34Q: 3 clusters Score -586176.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -586201.375000 Penalty: 2566.256592
	Iteration 35Q: 3 clusters Score -586201.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -586228.875000 Penalty: 2566.256592
	Iteration 36Q: 3 clusters Score -586228.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -586257.250000 Penalty: 2566.256592
	Iteration 37Q: 3 clusters Score -586257.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -586284.625000 Penalty: 2566.256592
	Iteration 38Q: 3 clusters Score -586284.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -586318.625000 Penalty: 2566.256592
	Iteration 39Q: 3 clusters Score -586318.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -586350.000000 Penalty: 2566.256592
	Iteration 40F: 3 clusters Score -586350 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -586382.625000 Penalty: 2566.256592
	Iteration 41Q: 3 clusters Score -586382.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -586415.625000 Penalty: 2566.256592
	Iteration 42Q: 3 clusters Score -586415.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -586451.750000 Penalty: 2566.256592
	Iteration 43Q: 3 clusters Score -586451.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -586482.125000 Penalty: 2566.256592
	Iteration 44Q: 3 clusters Score -586482.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -586502.125000 Penalty: 2566.256592
	Iteration 45Q: 3 clusters Score -586502.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -586512.625000 Penalty: 2566.256592
	Iteration 46Q: 3 clusters Score -586512.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -586521.062500 Penalty: 2566.256592
	Iteration 47Q: 3 clusters Score -586521.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -586529.375000 Penalty: 2566.256592
	Iteration 48Q: 3 clusters Score -586529.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -586535.625000 Penalty: 2566.256592
	Iteration 49Q: 3 clusters Score -586535.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -586537.562500 Penalty: 2566.256592
	Iteration 50Q: 3 clusters Score -586537.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -586545.187500 Penalty: 2566.256592
	Iteration 51Q: 3 clusters Score -586545.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -586550.062500 Penalty: 2566.256592
	Iteration 52Q: 3 clusters Score -586550.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -586554.500000 Penalty: 2566.256592
	Iteration 53Q: 3 clusters Score -586554.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -586558.625000 Penalty: 2566.256592
	Iteration 54Q: 3 clusters Score -586558.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -586561.312500 Penalty: 2566.256592
	Iteration 55Q: 3 clusters Score -586561.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -586560.812500 Penalty: 2566.256592
	Iteration 56Q: 3 clusters Score -586560.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -586565.187500 Penalty: 2566.256592
	Iteration 57Q: 3 clusters Score -586565.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -586568.250000 Penalty: 2566.256592
	Iteration 58Q: 3 clusters Score -586568.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -586569.562500 Penalty: 2566.256592
	Iteration 59Q: 3 clusters Score -586569.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -586570.375000 Penalty: 2566.256592
	Iteration 60F: 3 clusters Score -586570.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -586573.000000 Penalty: 2566.256592
	Iteration 61Q: 3 clusters Score -586573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -586572.437500 Penalty: 2566.256592
	Iteration 62Q: 3 clusters Score -586572.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -586574.875000 Penalty: 2566.256592
	Iteration 63Q: 3 clusters Score -586574.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -586574.875000 Penalty: 2566.256592
	Iteration 64F: 3 clusters Score -586574.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Entering Unmasked Estep 
Score: -61663.667969 Penalty: 951.863159
	Iteration 0F: 2 clusters Score -61663.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -60670.519531 Penalty: 1903.726318
	Iteration 0F: 3 clusters Score -60670.52 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -60841.027344 Penalty: 1903.726318
	Iteration 1F: 3 clusters Score -60841.03 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -60918.417969 Penalty: 1903.726318
	Iteration 2Q: 3 clusters Score -60918.42 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -60977.343750 Penalty: 1903.726318
	Iteration 3Q: 3 clusters Score -60977.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -61009.214844 Penalty: 1903.726318
	Iteration 4Q: 3 clusters Score -61009.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -61016.601562 Penalty: 1903.726318
	Iteration 5Q: 3 clusters Score -61016.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -61026.238281 Penalty: 1903.726318
	Iteration 6Q: 3 clusters Score -61026.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -61028.949219 Penalty: 1903.726318
	Iteration 7Q: 3 clusters Score -61028.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -61029.996094 Penalty: 1903.726318
	Iteration 8Q: 3 clusters Score -61030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -61029.996094 Penalty: 1903.726318
	Iteration 9F: 3 clusters Score -61030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (8273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Entering Unmasked Estep 
Score: -810199.250000 Penalty: 1342.288086
	Iteration 0F: 2 clusters Score -810199.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -804562.437500 Penalty: 2684.576172
	Iteration 0F: 3 clusters Score -804562.4 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -806387.750000 Penalty: 2684.576172
	Iteration 1F: 3 clusters Score -806387.8 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -806685.562500 Penalty: 2684.576172
	Iteration 2F: 3 clusters Score -806685.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -806915.562500 Penalty: 2684.576172
	Iteration 3F: 3 clusters Score -806915.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -807096.937500 Penalty: 2684.576172
	Iteration 4Q: 3 clusters Score -807096.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -807228.875000 Penalty: 2684.576172
	Iteration 5Q: 3 clusters Score -807228.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -807349.812500 Penalty: 2684.576172
	Iteration 6Q: 3 clusters Score -807349.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -807457.500000 Penalty: 2684.576172
	Iteration 7Q: 3 clusters Score -807457.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -807556.625000 Penalty: 2684.576172
	Iteration 8Q: 3 clusters Score -807556.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -807671.937500 Penalty: 2684.576172
	Iteration 9Q: 3 clusters Score -807671.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -807782.312500 Penalty: 2684.576172
	Iteration 10Q: 3 clusters Score -807782.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -807889.500000 Penalty: 2684.576172
	Iteration 11Q: 3 clusters Score -807889.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -807999.875000 Penalty: 2684.576172
	Iteration 12Q: 3 clusters Score -807999.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -808105.625000 Penalty: 2684.576172
	Iteration 13Q: 3 clusters Score -808105.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -808203.375000 Penalty: 2684.576172
	Iteration 14Q: 3 clusters Score -808203.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -808297.812500 Penalty: 2684.576172
	Iteration 15Q: 3 clusters Score -808297.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -808369.562500 Penalty: 2684.576172
	Iteration 16Q: 3 clusters Score -808369.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -808415.875000 Penalty: 2684.576172
	Iteration 17Q: 3 clusters Score -808415.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -808450.375000 Penalty: 2684.576172
	Iteration 18Q: 3 clusters Score -808450.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -808472.125000 Penalty: 2684.576172
	Iteration 19Q: 3 clusters Score -808472.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -808489.312500 Penalty: 2684.576172
	Iteration 20F: 3 clusters Score -808489.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -808501.062500 Penalty: 2684.576172
	Iteration 21Q: 3 clusters Score -808501.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -808507.000000 Penalty: 2684.576172
	Iteration 22Q: 3 clusters Score -808507 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -808515.625000 Penalty: 2684.576172
	Iteration 23Q: 3 clusters Score -808515.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -808526.125000 Penalty: 2684.576172
	Iteration 24Q: 3 clusters Score -808526.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -808537.000000 Penalty: 2684.576172
	Iteration 25Q: 3 clusters Score -808537 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -808546.937500 Penalty: 2684.576172
	Iteration 26Q: 3 clusters Score -808546.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -808560.375000 Penalty: 2684.576172
	Iteration 27Q: 3 clusters Score -808560.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -808568.500000 Penalty: 2684.576172
	Iteration 28Q: 3 clusters Score -808568.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -808573.687500 Penalty: 2684.576172
	Iteration 29Q: 3 clusters Score -808573.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -808584.750000 Penalty: 2684.576172
	Iteration 30Q: 3 clusters Score -808584.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -808600.125000 Penalty: 2684.576172
	Iteration 31Q: 3 clusters Score -808600.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -808614.000000 Penalty: 2684.576172
	Iteration 32Q: 3 clusters Score -808614 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -808622.375000 Penalty: 2684.576172
	Iteration 33Q: 3 clusters Score -808622.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -808627.437500 Penalty: 2684.576172
	Iteration 34Q: 3 clusters Score -808627.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -808632.000000 Penalty: 2684.576172
	Iteration 35Q: 3 clusters Score -808632 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -808637.687500 Penalty: 2684.576172
	Iteration 36Q: 3 clusters Score -808637.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -808644.125000 Penalty: 2684.576172
	Iteration 37Q: 3 clusters Score -808644.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -808648.625000 Penalty: 2684.576172
	Iteration 38Q: 3 clusters Score -808648.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -808652.062500 Penalty: 2684.576172
	Iteration 39Q: 3 clusters Score -808652.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -808654.000000 Penalty: 2684.576172
	Iteration 40F: 3 clusters Score -808654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -808655.750000 Penalty: 2684.576172
	Iteration 41Q: 3 clusters Score -808655.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -808655.875000 Penalty: 2684.576172
	Iteration 42Q: 3 clusters Score -808655.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -808655.500000 Penalty: 2684.576172
	Iteration 43Q: 3 clusters Score -808655.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -808657.937500 Penalty: 2684.576172
	Iteration 44Q: 3 clusters Score -808657.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -808659.000000 Penalty: 2684.576172
	Iteration 45Q: 3 clusters Score -808659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -808659.500000 Penalty: 2684.576172
	Iteration 46Q: 3 clusters Score -808659.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -808662.000000 Penalty: 2684.576172
	Iteration 47Q: 3 clusters Score -808662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -808664.812500 Penalty: 2684.576172
	Iteration 48Q: 3 clusters Score -808664.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -808668.687500 Penalty: 2684.576172
	Iteration 49Q: 3 clusters Score -808668.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -808669.625000 Penalty: 2684.576172
	Iteration 50Q: 3 clusters Score -808669.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -808674.187500 Penalty: 2684.576172
	Iteration 51Q: 3 clusters Score -808674.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -808679.000000 Penalty: 2684.576172
	Iteration 52Q: 3 clusters Score -808679 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -808685.875000 Penalty: 2684.576172
	Iteration 53Q: 3 clusters Score -808685.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -808690.125000 Penalty: 2684.576172
	Iteration 54Q: 3 clusters Score -808690.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -808695.625000 Penalty: 2684.576172
	Iteration 55Q: 3 clusters Score -808695.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -808701.312500 Penalty: 2684.576172
	Iteration 56Q: 3 clusters Score -808701.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -808703.937500 Penalty: 2684.576172
	Iteration 57Q: 3 clusters Score -808703.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -808705.062500 Penalty: 2684.576172
	Iteration 58Q: 3 clusters Score -808705.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -808708.500000 Penalty: 2684.576172
	Iteration 59Q: 3 clusters Score -808708.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -808711.687500 Penalty: 2684.576172
	Iteration 60F: 3 clusters Score -808711.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -808711.875000 Penalty: 2684.576172
	Iteration 61Q: 3 clusters Score -808711.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -808715.500000 Penalty: 2684.576172
	Iteration 62Q: 3 clusters Score -808715.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -808716.062500 Penalty: 2684.576172
	Iteration 63Q: 3 clusters Score -808716.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -808719.812500 Penalty: 2684.576172
	Iteration 64Q: 3 clusters Score -808719.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -808719.062500 Penalty: 2684.576172
	Iteration 65Q: 3 clusters Score -808719.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -808721.125000 Penalty: 2684.576172
	Iteration 66Q: 3 clusters Score -808721.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -808722.250000 Penalty: 2684.576172
	Iteration 67Q: 3 clusters Score -808722.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -808722.875000 Penalty: 2684.576172
	Iteration 68Q: 3 clusters Score -808722.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -808724.812500 Penalty: 2684.576172
	Iteration 69Q: 3 clusters Score -808724.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -808725.312500 Penalty: 2684.576172
	Iteration 70Q: 3 clusters Score -808725.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -808726.812500 Penalty: 2684.576172
	Iteration 71Q: 3 clusters Score -808726.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -808728.000000 Penalty: 2684.576172
	Iteration 72Q: 3 clusters Score -808728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -808732.062500 Penalty: 2684.576172
	Iteration 73Q: 3 clusters Score -808732.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -808732.750000 Penalty: 2684.576172
	Iteration 74Q: 3 clusters Score -808732.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -808733.937500 Penalty: 2684.576172
	Iteration 75Q: 3 clusters Score -808733.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -808733.812500 Penalty: 2684.576172
	Iteration 76Q: 3 clusters Score -808733.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -808735.437500 Penalty: 2684.576172
	Iteration 77Q: 3 clusters Score -808735.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -808737.062500 Penalty: 2684.576172
	Iteration 78Q: 3 clusters Score -808737.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -808735.625000 Penalty: 2684.576172
	Iteration 79Q: 3 clusters Score -808735.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -808735.312500 Penalty: 2684.576172
	Iteration 80F: 3 clusters Score -808735.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -808737.687500 Penalty: 2684.576172
	Iteration 81Q: 3 clusters Score -808737.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -808737.375000 Penalty: 2684.576172
	Iteration 82Q: 3 clusters Score -808737.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -808739.812500 Penalty: 2684.576172
	Iteration 83Q: 3 clusters Score -808739.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -808740.437500 Penalty: 2684.576172
	Iteration 84Q: 3 clusters Score -808740.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -808746.812500 Penalty: 2684.576172
	Iteration 85Q: 3 clusters Score -808746.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -808749.875000 Penalty: 2684.576172
	Iteration 86Q: 3 clusters Score -808749.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -808753.375000 Penalty: 2684.576172
	Iteration 87Q: 3 clusters Score -808753.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -808754.250000 Penalty: 2684.576172
	Iteration 88Q: 3 clusters Score -808754.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -808756.750000 Penalty: 2684.576172
	Iteration 89Q: 3 clusters Score -808756.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -808763.000000 Penalty: 2684.576172
	Iteration 90Q: 3 clusters Score -808763 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -808765.875000 Penalty: 2684.576172
	Iteration 91Q: 3 clusters Score -808765.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -808771.062500 Penalty: 2684.576172
	Iteration 92Q: 3 clusters Score -808771.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -808775.000000 Penalty: 2684.576172
	Iteration 93Q: 3 clusters Score -808775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -808775.750000 Penalty: 2684.576172
	Iteration 94Q: 3 clusters Score -808775.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -808778.125000 Penalty: 2684.576172
	Iteration 95Q: 3 clusters Score -808778.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -808778.312500 Penalty: 2684.576172
	Iteration 96Q: 3 clusters Score -808778.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -808779.000000 Penalty: 2684.576172
	Iteration 97Q: 3 clusters Score -808779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -808780.375000 Penalty: 2684.576172
	Iteration 98Q: 3 clusters Score -808780.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -808781.562500 Penalty: 2684.576172
	Iteration 99Q: 3 clusters Score -808781.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -808781.812500 Penalty: 2684.576172
	Iteration 100F: 3 clusters Score -808781.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (15077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Entering Unmasked Estep 
Score: -1580769.500000 Penalty: 1431.593750
	Iteration 0F: 2 clusters Score -1580770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1570783.500000 Penalty: 2863.187500
	Iteration 0F: 3 clusters Score -1570784 nChanged 6507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1574357.875000 Penalty: 2863.187500
	Iteration 1F: 3 clusters Score -1574358 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1574766.625000 Penalty: 2863.187500
	Iteration 2F: 3 clusters Score -1574767 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1575050.125000 Penalty: 2863.187500
	Iteration 3F: 3 clusters Score -1575050 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1575274.250000 Penalty: 2863.187500
	Iteration 4Q: 3 clusters Score -1575274 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1575512.375000 Penalty: 2863.187500
	Iteration 5Q: 3 clusters Score -1575512 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1575751.250000 Penalty: 2863.187500
	Iteration 6Q: 3 clusters Score -1575751 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1576011.875000 Penalty: 2863.187500
	Iteration 7Q: 3 clusters Score -1576012 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1576287.750000 Penalty: 2863.187500
	Iteration 8Q: 3 clusters Score -1576288 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1576555.875000 Penalty: 2863.187500
	Iteration 9Q: 3 clusters Score -1576556 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1576838.000000 Penalty: 2863.187500
	Iteration 10Q: 3 clusters Score -1576838 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1577117.750000 Penalty: 2863.187500
	Iteration 11Q: 3 clusters Score -1577118 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1577380.875000 Penalty: 2863.187500
	Iteration 12Q: 3 clusters Score -1577381 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1577643.375000 Penalty: 2863.187500
	Iteration 13Q: 3 clusters Score -1577643 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1577894.250000 Penalty: 2863.187500
	Iteration 14Q: 3 clusters Score -1577894 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1578146.500000 Penalty: 2863.187500
	Iteration 15Q: 3 clusters Score -1578146 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1578369.625000 Penalty: 2863.187500
	Iteration 16Q: 3 clusters Score -1578370 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1578581.375000 Penalty: 2863.187500
	Iteration 17Q: 3 clusters Score -1578581 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1578783.625000 Penalty: 2863.187500
	Iteration 18Q: 3 clusters Score -1578784 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1578970.750000 Penalty: 2863.187500
	Iteration 19Q: 3 clusters Score -1578971 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1579124.375000 Penalty: 2863.187500
	Iteration 20F: 3 clusters Score -1579124 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1579256.250000 Penalty: 2863.187500
	Iteration 21Q: 3 clusters Score -1579256 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1579354.125000 Penalty: 2863.187500
	Iteration 22Q: 3 clusters Score -1579354 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1579418.625000 Penalty: 2863.187500
	Iteration 23Q: 3 clusters Score -1579419 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1579465.375000 Penalty: 2863.187500
	Iteration 24Q: 3 clusters Score -1579465 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1579495.500000 Penalty: 2863.187500
	Iteration 25Q: 3 clusters Score -1579496 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1579538.000000 Penalty: 2863.187500
	Iteration 26Q: 3 clusters Score -1579538 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1579568.500000 Penalty: 2863.187500
	Iteration 27Q: 3 clusters Score -1579568 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1579598.250000 Penalty: 2863.187500
	Iteration 28Q: 3 clusters Score -1579598 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1579618.000000 Penalty: 2863.187500
	Iteration 29Q: 3 clusters Score -1579618 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1579630.500000 Penalty: 2863.187500
	Iteration 30Q: 3 clusters Score -1579630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1579638.250000 Penalty: 2863.187500
	Iteration 31Q: 3 clusters Score -1579638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1579645.250000 Penalty: 2863.187500
	Iteration 32Q: 3 clusters Score -1579645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1579648.625000 Penalty: 2863.187500
	Iteration 33Q: 3 clusters Score -1579649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1579655.250000 Penalty: 2863.187500
	Iteration 34Q: 3 clusters Score -1579655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1579654.875000 Penalty: 2863.187500
	Iteration 35Q: 3 clusters Score -1579655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1579655.250000 Penalty: 2863.187500
	Iteration 36Q: 3 clusters Score -1579655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1579658.875000 Penalty: 2863.187500
	Iteration 37Q: 3 clusters Score -1579659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1579664.750000 Penalty: 2863.187500
	Iteration 38Q: 3 clusters Score -1579665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1579666.000000 Penalty: 2863.187500
	Iteration 39Q: 3 clusters Score -1579666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1579669.250000 Penalty: 2863.187500
	Iteration 40F: 3 clusters Score -1579669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1579671.375000 Penalty: 2863.187500
	Iteration 41Q: 3 clusters Score -1579671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1579673.125000 Penalty: 2863.187500
	Iteration 42Q: 3 clusters Score -1579673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1579674.625000 Penalty: 2863.187500
	Iteration 43Q: 3 clusters Score -1579675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1579673.375000 Penalty: 2863.187500
	Iteration 44Q: 3 clusters Score -1579673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1579673.375000 Penalty: 2863.187500
	Iteration 45F: 3 clusters Score -1579673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (4603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Entering Unmasked Estep 
Score: -446588.625000 Penalty: 1255.048218
	Iteration 0F: 2 clusters Score -446588.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -443179.625000 Penalty: 2510.096436
	Iteration 0F: 3 clusters Score -443179.6 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -444127.250000 Penalty: 2510.096436
	Iteration 1F: 3 clusters Score -444127.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -444306.718750 Penalty: 2510.096436
	Iteration 2F: 3 clusters Score -444306.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -444433.437500 Penalty: 2510.096436
	Iteration 3Q: 3 clusters Score -444433.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -444505.812500 Penalty: 2510.096436
	Iteration 4Q: 3 clusters Score -444505.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -444562.937500 Penalty: 2510.096436
	Iteration 5Q: 3 clusters Score -444562.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -444607.531250 Penalty: 2510.096436
	Iteration 6Q: 3 clusters Score -444607.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -444643.437500 Penalty: 2510.096436
	Iteration 7Q: 3 clusters Score -444643.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -444667.500000 Penalty: 2510.096436
	Iteration 8Q: 3 clusters Score -444667.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -444691.687500 Penalty: 2510.096436
	Iteration 9Q: 3 clusters Score -444691.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -444712.156250 Penalty: 2510.096436
	Iteration 10Q: 3 clusters Score -444712.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -444726.031250 Penalty: 2510.096436
	Iteration 11Q: 3 clusters Score -444726 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -444738.062500 Penalty: 2510.096436
	Iteration 12Q: 3 clusters Score -444738.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -444746.406250 Penalty: 2510.096436
	Iteration 13Q: 3 clusters Score -444746.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -444755.625000 Penalty: 2510.096436
	Iteration 14Q: 3 clusters Score -444755.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -444762.250000 Penalty: 2510.096436
	Iteration 15Q: 3 clusters Score -444762.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -444768.875000 Penalty: 2510.096436
	Iteration 16Q: 3 clusters Score -444768.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -444774.656250 Penalty: 2510.096436
	Iteration 17Q: 3 clusters Score -444774.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -444780.093750 Penalty: 2510.096436
	Iteration 18Q: 3 clusters Score -444780.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -444783.093750 Penalty: 2510.096436
	Iteration 19Q: 3 clusters Score -444783.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -444785.218750 Penalty: 2510.096436
	Iteration 20F: 3 clusters Score -444785.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -444788.937500 Penalty: 2510.096436
	Iteration 21Q: 3 clusters Score -444788.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -444794.468750 Penalty: 2510.096436
	Iteration 22Q: 3 clusters Score -444794.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -444799.281250 Penalty: 2510.096436
	Iteration 23Q: 3 clusters Score -444799.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -444803.875000 Penalty: 2510.096436
	Iteration 24Q: 3 clusters Score -444803.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -444807.906250 Penalty: 2510.096436
	Iteration 25Q: 3 clusters Score -444807.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -444810.687500 Penalty: 2510.096436
	Iteration 26Q: 3 clusters Score -444810.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -444811.562500 Penalty: 2510.096436
	Iteration 27Q: 3 clusters Score -444811.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -444812.343750 Penalty: 2510.096436
	Iteration 28Q: 3 clusters Score -444812.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -444814.500000 Penalty: 2510.096436
	Iteration 29Q: 3 clusters Score -444814.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -444816.156250 Penalty: 2510.096436
	Iteration 30Q: 3 clusters Score -444816.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -444817.343750 Penalty: 2510.096436
	Iteration 31Q: 3 clusters Score -444817.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -444818.218750 Penalty: 2510.096436
	Iteration 32Q: 3 clusters Score -444818.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -444818.937500 Penalty: 2510.096436
	Iteration 33Q: 3 clusters Score -444818.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -444819.437500 Penalty: 2510.096436
	Iteration 34Q: 3 clusters Score -444819.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -444820.343750 Penalty: 2510.096436
	Iteration 35Q: 3 clusters Score -444820.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -444822.968750 Penalty: 2510.096436
	Iteration 36Q: 3 clusters Score -444823 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -444825.500000 Penalty: 2510.096436
	Iteration 37Q: 3 clusters Score -444825.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -444828.531250 Penalty: 2510.096436
	Iteration 38Q: 3 clusters Score -444828.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -444833.687500 Penalty: 2510.096436
	Iteration 39Q: 3 clusters Score -444833.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -444838.718750 Penalty: 2510.096436
	Iteration 40F: 3 clusters Score -444838.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -444842.687500 Penalty: 2510.096436
	Iteration 41Q: 3 clusters Score -444842.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -444843.531250 Penalty: 2510.096436
	Iteration 42Q: 3 clusters Score -444843.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -444844.937500 Penalty: 2510.096436
	Iteration 43Q: 3 clusters Score -444844.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -444846.406250 Penalty: 2510.096436
	Iteration 44Q: 3 clusters Score -444846.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -444846.937500 Penalty: 2510.096436
	Iteration 45Q: 3 clusters Score -444846.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -444848.093750 Penalty: 2510.096436
	Iteration 46Q: 3 clusters Score -444848.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -444848.968750 Penalty: 2510.096436
	Iteration 47Q: 3 clusters Score -444849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -444849.312500 Penalty: 2510.096436
	Iteration 48Q: 3 clusters Score -444849.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -444849.718750 Penalty: 2510.096436
	Iteration 49Q: 3 clusters Score -444849.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -444850.000000 Penalty: 2510.096436
	Iteration 50Q: 3 clusters Score -444850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -444852.468750 Penalty: 2510.096436
	Iteration 51Q: 3 clusters Score -444852.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -444853.875000 Penalty: 2510.096436
	Iteration 52Q: 3 clusters Score -444853.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -444855.562500 Penalty: 2510.096436
	Iteration 53Q: 3 clusters Score -444855.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -444857.687500 Penalty: 2510.096436
	Iteration 54Q: 3 clusters Score -444857.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -444859.468750 Penalty: 2510.096436
	Iteration 55Q: 3 clusters Score -444859.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -444860.968750 Penalty: 2510.096436
	Iteration 56Q: 3 clusters Score -444861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -444863.343750 Penalty: 2510.096436
	Iteration 57Q: 3 clusters Score -444863.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -444863.843750 Penalty: 2510.096436
	Iteration 58Q: 3 clusters Score -444863.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -444864.156250 Penalty: 2510.096436
	Iteration 59Q: 3 clusters Score -444864.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -444865.343750 Penalty: 2510.096436
	Iteration 60F: 3 clusters Score -444865.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -444866.062500 Penalty: 2510.096436
	Iteration 61Q: 3 clusters Score -444866.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -444866.125000 Penalty: 2510.096436
	Iteration 62Q: 3 clusters Score -444866.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -444868.812500 Penalty: 2510.096436
	Iteration 63Q: 3 clusters Score -444868.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -444868.468750 Penalty: 2510.096436
	Iteration 64Q: 3 clusters Score -444868.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -444869.250000 Penalty: 2510.096436
	Iteration 65Q: 3 clusters Score -444869.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -444869.906250 Penalty: 2510.096436
	Iteration 66Q: 3 clusters Score -444869.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -444871.937500 Penalty: 2510.096436
	Iteration 67Q: 3 clusters Score -444871.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -444871.687500 Penalty: 2510.096436
	Iteration 68Q: 3 clusters Score -444871.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -444871.937500 Penalty: 2510.096436
	Iteration 69Q: 3 clusters Score -444871.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -444871.937500 Penalty: 2510.096436
	Iteration 70F: 3 clusters Score -444871.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (2203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Entering Unmasked Estep 
Score: -205007.812500 Penalty: 1145.399292
	Iteration 0F: 2 clusters Score -205007.8 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 1091 members 
Entering Unmasked Estep 
Score: -203063.921875 Penalty: 2290.798584
	Iteration 0F: 3 clusters Score -203063.9 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -203593.500000 Penalty: 2290.798584
	Iteration 1F: 3 clusters Score -203593.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -203722.406250 Penalty: 2290.798584
	Iteration 2F: 3 clusters Score -203722.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -203791.671875 Penalty: 2290.798584
	Iteration 3Q: 3 clusters Score -203791.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -203833.046875 Penalty: 2290.798584
	Iteration 4Q: 3 clusters Score -203833 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -203873.984375 Penalty: 2290.798584
	Iteration 5Q: 3 clusters Score -203874 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -203899.265625 Penalty: 2290.798584
	Iteration 6Q: 3 clusters Score -203899.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -203912.656250 Penalty: 2290.798584
	Iteration 7Q: 3 clusters Score -203912.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -203922.265625 Penalty: 2290.798584
	Iteration 8Q: 3 clusters Score -203922.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -203925.140625 Penalty: 2290.798584
	Iteration 9Q: 3 clusters Score -203925.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -203926.718750 Penalty: 2290.798584
	Iteration 10Q: 3 clusters Score -203926.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -203931.421875 Penalty: 2290.798584
	Iteration 11Q: 3 clusters Score -203931.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -203936.093750 Penalty: 2290.798584
	Iteration 12Q: 3 clusters Score -203936.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -203937.968750 Penalty: 2290.798584
	Iteration 13Q: 3 clusters Score -203938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -203941.984375 Penalty: 2290.798584
	Iteration 14Q: 3 clusters Score -203942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -203942.843750 Penalty: 2290.798584
	Iteration 15Q: 3 clusters Score -203942.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -203944.062500 Penalty: 2290.798584
	Iteration 16Q: 3 clusters Score -203944.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -203944.062500 Penalty: 2290.798584
	Iteration 17F: 3 clusters Score -203944.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (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: -179643.796875 Penalty: 1110.804321
	Iteration 0F: 2 clusters Score -179643.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -177972.953125 Penalty: 2221.608643
	Iteration 0F: 3 clusters Score -177973 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -178419.812500 Penalty: 2221.608643
	Iteration 1F: 3 clusters Score -178419.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -178561.656250 Penalty: 2221.608643
	Iteration 2F: 3 clusters Score -178561.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -178652.750000 Penalty: 2221.608643
	Iteration 3Q: 3 clusters Score -178652.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -178723.390625 Penalty: 2221.608643
	Iteration 4Q: 3 clusters Score -178723.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -178775.781250 Penalty: 2221.608643
	Iteration 5Q: 3 clusters Score -178775.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -178820.265625 Penalty: 2221.608643
	Iteration 6Q: 3 clusters Score -178820.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -178850.171875 Penalty: 2221.608643
	Iteration 7Q: 3 clusters Score -178850.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -178886.328125 Penalty: 2221.608643
	Iteration 8Q: 3 clusters Score -178886.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -178918.375000 Penalty: 2221.608643
	Iteration 9Q: 3 clusters Score -178918.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -178949.921875 Penalty: 2221.608643
	Iteration 10Q: 3 clusters Score -178949.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -178974.125000 Penalty: 2221.608643
	Iteration 11Q: 3 clusters Score -178974.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -178997.078125 Penalty: 2221.608643
	Iteration 12Q: 3 clusters Score -178997.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -179012.781250 Penalty: 2221.608643
	Iteration 13Q: 3 clusters Score -179012.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -179028.796875 Penalty: 2221.608643
	Iteration 14Q: 3 clusters Score -179028.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -179050.000000 Penalty: 2221.608643
	Iteration 15Q: 3 clusters Score -179050 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -179066.000000 Penalty: 2221.608643
	Iteration 16Q: 3 clusters Score -179066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -179081.078125 Penalty: 2221.608643
	Iteration 17Q: 3 clusters Score -179081.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -179098.609375 Penalty: 2221.608643
	Iteration 18Q: 3 clusters Score -179098.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -179111.234375 Penalty: 2221.608643
	Iteration 19Q: 3 clusters Score -179111.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -179127.625000 Penalty: 2221.608643
	Iteration 20F: 3 clusters Score -179127.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -179149.828125 Penalty: 2221.608643
	Iteration 21Q: 3 clusters Score -179149.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -179176.796875 Penalty: 2221.608643
	Iteration 22Q: 3 clusters Score -179176.8 nChanged 19
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: -179199.031250 Penalty: 2221.608643
	Iteration 23Q: 3 clusters Score -179199 nChanged 14
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: -179219.078125 Penalty: 2221.608643
	Iteration 24Q: 3 clusters Score -179219.1 nChanged 13
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: -179234.687500 Penalty: 2221.608643
	Iteration 25Q: 3 clusters Score -179234.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -179265.250000 Penalty: 2221.608643
	Iteration 26Q: 3 clusters Score -179265.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -179287.531250 Penalty: 2221.608643
	Iteration 27Q: 3 clusters Score -179287.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -179313.875000 Penalty: 2221.608643
	Iteration 28Q: 3 clusters Score -179313.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -179354.656250 Penalty: 2221.608643
	Iteration 29Q: 3 clusters Score -179354.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -179402.156250 Penalty: 2221.608643
	Iteration 30Q: 3 clusters Score -179402.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -179447.812500 Penalty: 2221.608643
	Iteration 31Q: 3 clusters Score -179447.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -179489.890625 Penalty: 2221.608643
	Iteration 32Q: 3 clusters Score -179489.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -179549.828125 Penalty: 2221.608643
	Iteration 33Q: 3 clusters Score -179549.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -179619.093750 Penalty: 2221.608643
	Iteration 34Q: 3 clusters Score -179619.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -179672.671875 Penalty: 2221.608643
	Iteration 35Q: 3 clusters Score -179672.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -179726.218750 Penalty: 2221.608643
	Iteration 36Q: 3 clusters Score -179726.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -179785.468750 Penalty: 2221.608643
	Iteration 37Q: 3 clusters Score -179785.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -179819.234375 Penalty: 2221.608643
	Iteration 38Q: 3 clusters Score -179819.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -179850.250000 Penalty: 2221.608643
	Iteration 39Q: 3 clusters Score -179850.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -179877.000000 Penalty: 2221.608643
	Iteration 40F: 3 clusters Score -179877 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -179903.031250 Penalty: 2221.608643
	Iteration 41Q: 3 clusters Score -179903 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -179927.093750 Penalty: 2221.608643
	Iteration 42Q: 3 clusters Score -179927.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -179946.343750 Penalty: 2221.608643
	Iteration 43Q: 3 clusters Score -179946.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -179951.328125 Penalty: 2221.608643
	Iteration 44Q: 3 clusters Score -179951.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -179956.140625 Penalty: 2221.608643
	Iteration 45Q: 3 clusters Score -179956.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -179957.312500 Penalty: 2221.608643
	Iteration 46Q: 3 clusters Score -179957.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -179962.718750 Penalty: 2221.608643
	Iteration 47Q: 3 clusters Score -179962.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -179966.906250 Penalty: 2221.608643
	Iteration 48Q: 3 clusters Score -179966.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -179975.375000 Penalty: 2221.608643
	Iteration 49Q: 3 clusters Score -179975.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -179987.375000 Penalty: 2221.608643
	Iteration 50Q: 3 clusters Score -179987.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -179993.828125 Penalty: 2221.608643
	Iteration 51Q: 3 clusters Score -179993.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -179996.312500 Penalty: 2221.608643
	Iteration 52Q: 3 clusters Score -179996.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -180004.531250 Penalty: 2221.608643
	Iteration 53Q: 3 clusters Score -180004.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -180011.359375 Penalty: 2221.608643
	Iteration 54Q: 3 clusters Score -180011.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -180015.046875 Penalty: 2221.608643
	Iteration 55Q: 3 clusters Score -180015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -180016.921875 Penalty: 2221.608643
	Iteration 56Q: 3 clusters Score -180016.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -180016.921875 Penalty: 2221.608643
	Iteration 57F: 3 clusters Score -180016.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55833 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49683 members 
Mstep: Class 4 contains 10525 members 
Mstep: Class 5 contains 110257 members 
Mstep: Class 6 contains 37667 members 
Mstep: Class 7 contains 37249 members 
Mstep: Class 8 contains 3822 members 
Mstep: Class 9 contains 10377 members 
Mstep: Class 10 contains 11982 members 
Mstep: Class 11 contains 7132 members 
Mstep: Class 12 contains 24315 members 
Mstep: Class 13 contains 4011 members 
Mstep: Class 14 contains 4383 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 16 contains 37952 members 
Mstep: Class 17 contains 35050 members 
Mstep: Class 18 contains 11032 members 
Mstep: Class 19 contains 7380 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 36775 members 
Mstep: Class 22 contains 5588 members 
Mstep: Class 23 contains 4454 members 
Mstep: Class 24 contains 6427 members 
Mstep: Class 25 contains 14703 members 
Mstep: Class 26 contains 3672 members 
Mstep: Class 27 contains 18528 members 
Mstep: Class 28 contains 9026 members 
Mstep: Class 29 contains 10737 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 5024 members 
Mstep: Class 32 contains 106231 members 
Mstep: Class 33 contains 18906 members 
Mstep: Class 34 contains 8891 members 
Mstep: Class 35 contains 36561 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 37561 members 
Mstep: Class 38 contains 14876 members 
Mstep: Class 39 contains 17590 members 
Mstep: Class 40 contains 5559 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8273 members 
Mstep: Class 43 contains 15077 members 
Mstep: Class 44 contains 4603 members 
Mstep: Class 45 contains 2203 members 
Mstep: Class 46 contains 435 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 254 members 
Mstep: Class 49 contains 4041 members 
Mstep: Class 50 contains 7332 members 
Mstep: Class 51 contains 863 members 
Mstep: Class 52 contains 1311 members 
Entering Unmasked Estep 
Score: -88135264.000000 Penalty: 106082.015625
Splitting cluster 46 changes total score from -88135624.000000 to -88135264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 47 (11656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Entering Unmasked Estep 
Score: -1225213.625000 Penalty: 1393.300171
	Iteration 0F: 2 clusters Score -1225214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1217497.375000 Penalty: 2786.600342
	Iteration 0F: 3 clusters Score -1217497 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1219934.625000 Penalty: 2786.600342
	Iteration 1F: 3 clusters Score -1219935 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1220223.250000 Penalty: 2786.600342
	Iteration 2F: 3 clusters Score -1220223 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1220441.250000 Penalty: 2786.600342
	Iteration 3Q: 3 clusters Score -1220441 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1220614.625000 Penalty: 2786.600342
	Iteration 4Q: 3 clusters Score -1220615 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1220744.875000 Penalty: 2786.600342
	Iteration 5Q: 3 clusters Score -1220745 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1220850.250000 Penalty: 2786.600342
	Iteration 6Q: 3 clusters Score -1220850 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1220964.750000 Penalty: 2786.600342
	Iteration 7Q: 3 clusters Score -1220965 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1221072.375000 Penalty: 2786.600342
	Iteration 8Q: 3 clusters Score -1221072 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1221213.375000 Penalty: 2786.600342
	Iteration 9Q: 3 clusters Score -1221213 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1221391.750000 Penalty: 2786.600342
	Iteration 10Q: 3 clusters Score -1221392 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1221635.625000 Penalty: 2786.600342
	Iteration 11Q: 3 clusters Score -1221636 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1221926.125000 Penalty: 2786.600342
	Iteration 12Q: 3 clusters Score -1221926 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1222272.125000 Penalty: 2786.600342
	Iteration 13Q: 3 clusters Score -1222272 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1222614.250000 Penalty: 2786.600342
	Iteration 14Q: 3 clusters Score -1222614 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1222953.250000 Penalty: 2786.600342
	Iteration 15Q: 3 clusters Score -1222953 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1223239.625000 Penalty: 2786.600342
	Iteration 16Q: 3 clusters Score -1223240 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1223452.500000 Penalty: 2786.600342
	Iteration 17Q: 3 clusters Score -1223452 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1223610.375000 Penalty: 2786.600342
	Iteration 18Q: 3 clusters Score -1223610 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1223713.625000 Penalty: 2786.600342
	Iteration 19Q: 3 clusters Score -1223714 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1223800.500000 Penalty: 2786.600342
	Iteration 20F: 3 clusters Score -1223800 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1223869.875000 Penalty: 2786.600342
	Iteration 21Q: 3 clusters Score -1223870 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1223919.875000 Penalty: 2786.600342
	Iteration 22Q: 3 clusters Score -1223920 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1223950.125000 Penalty: 2786.600342
	Iteration 23Q: 3 clusters Score -1223950 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1223971.875000 Penalty: 2786.600342
	Iteration 24Q: 3 clusters Score -1223972 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1223997.625000 Penalty: 2786.600342
	Iteration 25Q: 3 clusters Score -1223998 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1224025.625000 Penalty: 2786.600342
	Iteration 26Q: 3 clusters Score -1224026 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1224054.625000 Penalty: 2786.600342
	Iteration 27Q: 3 clusters Score -1224055 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1224086.500000 Penalty: 2786.600342
	Iteration 28Q: 3 clusters Score -1224086 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1224119.375000 Penalty: 2786.600342
	Iteration 29Q: 3 clusters Score -1224119 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1224142.625000 Penalty: 2786.600342
	Iteration 30Q: 3 clusters Score -1224143 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1224157.500000 Penalty: 2786.600342
	Iteration 31Q: 3 clusters Score -1224158 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1224172.750000 Penalty: 2786.600342
	Iteration 32Q: 3 clusters Score -1224173 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1224185.250000 Penalty: 2786.600342
	Iteration 33Q: 3 clusters Score -1224185 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1224193.750000 Penalty: 2786.600342
	Iteration 34Q: 3 clusters Score -1224194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1224202.125000 Penalty: 2786.600342
	Iteration 35Q: 3 clusters Score -1224202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1224202.500000 Penalty: 2786.600342
	Iteration 36Q: 3 clusters Score -1224202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1224202.375000 Penalty: 2786.600342
	Iteration 37Q: 3 clusters Score -1224202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1224205.250000 Penalty: 2786.600342
	Iteration 38Q: 3 clusters Score -1224205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1224207.125000 Penalty: 2786.600342
	Iteration 39Q: 3 clusters Score -1224207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1224206.125000 Penalty: 2786.600342
	Iteration 40F: 3 clusters Score -1224206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1224206.375000 Penalty: 2786.600342
	Iteration 41Q: 3 clusters Score -1224206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1224206.375000 Penalty: 2786.600342
	Iteration 42F: 3 clusters Score -1224206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Entering Unmasked Estep 
Score: -20457.166016 Penalty: 823.955383
	Iteration 0F: 2 clusters Score -20457.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -19928.988281 Penalty: 1647.910767
	Iteration 0F: 3 clusters Score -19928.99 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -20068.458984 Penalty: 1647.910767
	Iteration 1F: 3 clusters Score -20068.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -20094.324219 Penalty: 1647.910767
	Iteration 2Q: 3 clusters Score -20094.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -20095.744141 Penalty: 1647.910767
	Iteration 3Q: 3 clusters Score -20095.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -20114.417969 Penalty: 1647.910767
	Iteration 4Q: 3 clusters Score -20114.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -20124.337891 Penalty: 1647.910767
	Iteration 5Q: 3 clusters Score -20124.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -20138.580078 Penalty: 1647.910767
	Iteration 6Q: 3 clusters Score -20138.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -20166.306641 Penalty: 1647.910767
	Iteration 7Q: 3 clusters Score -20166.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -20187.798828 Penalty: 1647.910767
	Iteration 8Q: 3 clusters Score -20187.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -20190.322266 Penalty: 1647.910767
	Iteration 9Q: 3 clusters Score -20190.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -20192.785156 Penalty: 1647.910767
	Iteration 10Q: 3 clusters Score -20192.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -20192.785156 Penalty: 1647.910767
	Iteration 11F: 3 clusters Score -20192.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (4041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Entering Unmasked Estep 
Score: -374068.593750 Penalty: 1235.672119
	Iteration 0F: 2 clusters Score -374068.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -370943.750000 Penalty: 2471.344238
	Iteration 0F: 3 clusters Score -370943.8 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -371834.000000 Penalty: 2471.344238
	Iteration 1F: 3 clusters Score -371834 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -372096.593750 Penalty: 2471.344238
	Iteration 2F: 3 clusters Score -372096.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -372256.281250 Penalty: 2471.344238
	Iteration 3F: 3 clusters Score -372256.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -372363.968750 Penalty: 2471.344238
	Iteration 4Q: 3 clusters Score -372364 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -372460.312500 Penalty: 2471.344238
	Iteration 5Q: 3 clusters Score -372460.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -372534.281250 Penalty: 2471.344238
	Iteration 6Q: 3 clusters Score -372534.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -372589.343750 Penalty: 2471.344238
	Iteration 7Q: 3 clusters Score -372589.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -372647.375000 Penalty: 2471.344238
	Iteration 8Q: 3 clusters Score -372647.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -372706.687500 Penalty: 2471.344238
	Iteration 9Q: 3 clusters Score -372706.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -372765.125000 Penalty: 2471.344238
	Iteration 10Q: 3 clusters Score -372765.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -372811.000000 Penalty: 2471.344238
	Iteration 11Q: 3 clusters Score -372811 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -372851.562500 Penalty: 2471.344238
	Iteration 12Q: 3 clusters Score -372851.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -372892.687500 Penalty: 2471.344238
	Iteration 13Q: 3 clusters Score -372892.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -372935.093750 Penalty: 2471.344238
	Iteration 14Q: 3 clusters Score -372935.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -372960.437500 Penalty: 2471.344238
	Iteration 15Q: 3 clusters Score -372960.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -372981.500000 Penalty: 2471.344238
	Iteration 16Q: 3 clusters Score -372981.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -372994.750000 Penalty: 2471.344238
	Iteration 17Q: 3 clusters Score -372994.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -373005.156250 Penalty: 2471.344238
	Iteration 18Q: 3 clusters Score -373005.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -373010.093750 Penalty: 2471.344238
	Iteration 19Q: 3 clusters Score -373010.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -373014.093750 Penalty: 2471.344238
	Iteration 20F: 3 clusters Score -373014.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -373022.125000 Penalty: 2471.344238
	Iteration 21Q: 3 clusters Score -373022.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -373030.625000 Penalty: 2471.344238
	Iteration 22Q: 3 clusters Score -373030.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -373040.781250 Penalty: 2471.344238
	Iteration 23Q: 3 clusters Score -373040.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -373049.062500 Penalty: 2471.344238
	Iteration 24Q: 3 clusters Score -373049.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -373054.375000 Penalty: 2471.344238
	Iteration 25Q: 3 clusters Score -373054.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -373059.500000 Penalty: 2471.344238
	Iteration 26Q: 3 clusters Score -373059.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -373062.312500 Penalty: 2471.344238
	Iteration 27Q: 3 clusters Score -373062.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -373063.656250 Penalty: 2471.344238
	Iteration 28Q: 3 clusters Score -373063.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -373065.437500 Penalty: 2471.344238
	Iteration 29Q: 3 clusters Score -373065.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -373068.218750 Penalty: 2471.344238
	Iteration 30Q: 3 clusters Score -373068.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -373068.812500 Penalty: 2471.344238
	Iteration 31Q: 3 clusters Score -373068.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -373070.437500 Penalty: 2471.344238
	Iteration 32Q: 3 clusters Score -373070.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -373071.062500 Penalty: 2471.344238
	Iteration 33Q: 3 clusters Score -373071.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -373071.250000 Penalty: 2471.344238
	Iteration 34Q: 3 clusters Score -373071.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -373072.531250 Penalty: 2471.344238
	Iteration 35Q: 3 clusters Score -373072.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -373073.093750 Penalty: 2471.344238
	Iteration 36Q: 3 clusters Score -373073.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -373073.437500 Penalty: 2471.344238
	Iteration 37Q: 3 clusters Score -373073.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -373073.500000 Penalty: 2471.344238
	Iteration 38Q: 3 clusters Score -373073.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -373073.500000 Penalty: 2471.344238
	Iteration 39F: 3 clusters Score -373073.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (7332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Entering Unmasked Estep 
Score: -762826.687500 Penalty: 1324.320557
	Iteration 0F: 2 clusters Score -762826.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -757768.500000 Penalty: 2648.641113
	Iteration 0F: 3 clusters Score -757768.5 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -759358.125000 Penalty: 2648.641113
	Iteration 1F: 3 clusters Score -759358.1 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -759686.250000 Penalty: 2648.641113
	Iteration 2F: 3 clusters Score -759686.2 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -759985.375000 Penalty: 2648.641113
	Iteration 3F: 3 clusters Score -759985.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -760243.687500 Penalty: 2648.641113
	Iteration 4F: 3 clusters Score -760243.7 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -760498.625000 Penalty: 2648.641113
	Iteration 5Q: 3 clusters Score -760498.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -760734.250000 Penalty: 2648.641113
	Iteration 6F: 3 clusters Score -760734.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -760928.250000 Penalty: 2648.641113
	Iteration 7Q: 3 clusters Score -760928.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -761058.000000 Penalty: 2648.641113
	Iteration 8Q: 3 clusters Score -761058 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -761153.562500 Penalty: 2648.641113
	Iteration 9Q: 3 clusters Score -761153.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -761225.187500 Penalty: 2648.641113
	Iteration 10Q: 3 clusters Score -761225.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -761283.687500 Penalty: 2648.641113
	Iteration 11Q: 3 clusters Score -761283.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -761322.312500 Penalty: 2648.641113
	Iteration 12Q: 3 clusters Score -761322.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -761355.875000 Penalty: 2648.641113
	Iteration 13Q: 3 clusters Score -761355.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -761381.312500 Penalty: 2648.641113
	Iteration 14Q: 3 clusters Score -761381.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -761405.375000 Penalty: 2648.641113
	Iteration 15Q: 3 clusters Score -761405.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -761425.000000 Penalty: 2648.641113
	Iteration 16Q: 3 clusters Score -761425 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -761439.562500 Penalty: 2648.641113
	Iteration 17Q: 3 clusters Score -761439.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -761456.187500 Penalty: 2648.641113
	Iteration 18Q: 3 clusters Score -761456.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -761473.437500 Penalty: 2648.641113
	Iteration 19Q: 3 clusters Score -761473.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -761483.187500 Penalty: 2648.641113
	Iteration 20F: 3 clusters Score -761483.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -761489.750000 Penalty: 2648.641113
	Iteration 21Q: 3 clusters Score -761489.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -761498.625000 Penalty: 2648.641113
	Iteration 22Q: 3 clusters Score -761498.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -761507.937500 Penalty: 2648.641113
	Iteration 23Q: 3 clusters Score -761507.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -761519.937500 Penalty: 2648.641113
	Iteration 24Q: 3 clusters Score -761519.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -761527.062500 Penalty: 2648.641113
	Iteration 25Q: 3 clusters Score -761527.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -761540.687500 Penalty: 2648.641113
	Iteration 26Q: 3 clusters Score -761540.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -761552.062500 Penalty: 2648.641113
	Iteration 27Q: 3 clusters Score -761552.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -761565.562500 Penalty: 2648.641113
	Iteration 28Q: 3 clusters Score -761565.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -761579.187500 Penalty: 2648.641113
	Iteration 29Q: 3 clusters Score -761579.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -761586.812500 Penalty: 2648.641113
	Iteration 30Q: 3 clusters Score -761586.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -761595.000000 Penalty: 2648.641113
	Iteration 31Q: 3 clusters Score -761595 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -761602.125000 Penalty: 2648.641113
	Iteration 32Q: 3 clusters Score -761602.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -761606.562500 Penalty: 2648.641113
	Iteration 33Q: 3 clusters Score -761606.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -761608.000000 Penalty: 2648.641113
	Iteration 34Q: 3 clusters Score -761608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -761613.062500 Penalty: 2648.641113
	Iteration 35Q: 3 clusters Score -761613.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -761614.812500 Penalty: 2648.641113
	Iteration 36Q: 3 clusters Score -761614.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -761615.437500 Penalty: 2648.641113
	Iteration 37Q: 3 clusters Score -761615.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -761617.062500 Penalty: 2648.641113
	Iteration 38Q: 3 clusters Score -761617.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -761618.812500 Penalty: 2648.641113
	Iteration 39Q: 3 clusters Score -761618.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -761619.375000 Penalty: 2648.641113
	Iteration 40F: 3 clusters Score -761619.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -761625.750000 Penalty: 2648.641113
	Iteration 41Q: 3 clusters Score -761625.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -761627.437500 Penalty: 2648.641113
	Iteration 42Q: 3 clusters Score -761627.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -761629.000000 Penalty: 2648.641113
	Iteration 43Q: 3 clusters Score -761629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -761633.250000 Penalty: 2648.641113
	Iteration 44Q: 3 clusters Score -761633.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -761636.625000 Penalty: 2648.641113
	Iteration 45Q: 3 clusters Score -761636.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -761635.875000 Penalty: 2648.641113
	Iteration 46Q: 3 clusters Score -761635.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -761639.312500 Penalty: 2648.641113
	Iteration 47Q: 3 clusters Score -761639.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -761640.687500 Penalty: 2648.641113
	Iteration 48Q: 3 clusters Score -761640.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -761642.250000 Penalty: 2648.641113
	Iteration 49Q: 3 clusters Score -761642.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -761641.625000 Penalty: 2648.641113
	Iteration 50Q: 3 clusters Score -761641.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -761643.062500 Penalty: 2648.641113
	Iteration 51Q: 3 clusters Score -761643.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -761642.250000 Penalty: 2648.641113
	Iteration 52Q: 3 clusters Score -761642.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -761642.812500 Penalty: 2648.641113
	Iteration 53Q: 3 clusters Score -761642.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -761645.250000 Penalty: 2648.641113
	Iteration 54Q: 3 clusters Score -761645.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -761643.500000 Penalty: 2648.641113
	Iteration 55Q: 3 clusters Score -761643.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -761643.500000 Penalty: 2648.641113
	Iteration 56F: 3 clusters Score -761643.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Entering Unmasked Estep 
Score: -87960.968750 Penalty: 1005.949707
	Iteration 0F: 2 clusters Score -87960.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -86788.187500 Penalty: 2011.899414
	Iteration 0F: 3 clusters Score -86788.19 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -87041.921875 Penalty: 2011.899414
	Iteration 1F: 3 clusters Score -87041.92 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -87144.906250 Penalty: 2011.899414
	Iteration 2F: 3 clusters Score -87144.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -87185.125000 Penalty: 2011.899414
	Iteration 3Q: 3 clusters Score -87185.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -87214.523438 Penalty: 2011.899414
	Iteration 4Q: 3 clusters Score -87214.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -87229.226562 Penalty: 2011.899414
	Iteration 5Q: 3 clusters Score -87229.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -87234.789062 Penalty: 2011.899414
	Iteration 6Q: 3 clusters Score -87234.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -87239.398438 Penalty: 2011.899414
	Iteration 7Q: 3 clusters Score -87239.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -87247.570312 Penalty: 2011.899414
	Iteration 8Q: 3 clusters Score -87247.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -87252.093750 Penalty: 2011.899414
	Iteration 9Q: 3 clusters Score -87252.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -87257.304688 Penalty: 2011.899414
	Iteration 10Q: 3 clusters Score -87257.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -87258.476562 Penalty: 2011.899414
	Iteration 11Q: 3 clusters Score -87258.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -87258.476562 Penalty: 2011.899414
	Iteration 12F: 3 clusters Score -87258.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55833 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49683 members 
Mstep: Class 4 contains 10525 members 
Mstep: Class 5 contains 110257 members 
Mstep: Class 6 contains 37667 members 
Mstep: Class 7 contains 37249 members 
Mstep: Class 8 contains 3822 members 
Mstep: Class 9 contains 10377 members 
Mstep: Class 10 contains 11982 members 
Mstep: Class 11 contains 7132 members 
Mstep: Class 12 contains 24315 members 
Mstep: Class 13 contains 4011 members 
Mstep: Class 14 contains 4383 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 16 contains 37952 members 
Mstep: Class 17 contains 35050 members 
Mstep: Class 18 contains 11032 members 
Mstep: Class 19 contains 7380 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 36775 members 
Mstep: Class 22 contains 5588 members 
Mstep: Class 23 contains 4454 members 
Mstep: Class 24 contains 6427 members 
Mstep: Class 25 contains 14703 members 
Mstep: Class 26 contains 3672 members 
Mstep: Class 27 contains 18528 members 
Mstep: Class 28 contains 9026 members 
Mstep: Class 29 contains 10737 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 5024 members 
Mstep: Class 32 contains 106231 members 
Mstep: Class 33 contains 18906 members 
Mstep: Class 34 contains 8891 members 
Mstep: Class 35 contains 36561 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 37561 members 
Mstep: Class 38 contains 14876 members 
Mstep: Class 39 contains 17590 members 
Mstep: Class 40 contains 5559 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8273 members 
Mstep: Class 43 contains 15077 members 
Mstep: Class 44 contains 4603 members 
Mstep: Class 45 contains 2203 members 
Mstep: Class 46 contains 1746 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 254 members 
Mstep: Class 49 contains 4041 members 
Mstep: Class 50 contains 7332 members 
Mstep: Class 51 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135624.000000 Penalty: 104041.984375
Iteration 319F: 52 clusters Score -8.813562e+07 nChanged 0
Entering ConstructFrom: 
Score: -88135624.000000 Penalty: 104041.984375
Entering ConstructFrom: 
Trying to split cluster 1 (55833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55833 members 
Entering Unmasked Estep 
Score: -5585937.000000 Penalty: 1626.401978
	Iteration 0F: 2 clusters Score -5585937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27860 members 
Mstep: Class 2 contains 27973 members 
Entering Unmasked Estep 
Score: -5549356.000000 Penalty: 3252.803955
	Iteration 0F: 3 clusters Score -5549356 nChanged 25896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27790 members 
Mstep: Class 2 contains 28043 members 
Entering Unmasked Estep 
Score: -5563950.000000 Penalty: 3252.803955
	Iteration 1F: 3 clusters Score -5563950 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27523 members 
Mstep: Class 2 contains 28310 members 
Entering Unmasked Estep 
Score: -5564694.500000 Penalty: 3252.803955
	Iteration 2Q: 3 clusters Score -5564694 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27220 members 
Mstep: Class 2 contains 28613 members 
Entering Unmasked Estep 
Score: -5565470.500000 Penalty: 3252.803955
	Iteration 3Q: 3 clusters Score -5565470 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 28991 members 
Entering Unmasked Estep 
Score: -5566510.000000 Penalty: 3252.803955
	Iteration 4Q: 3 clusters Score -5566510 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 29468 members 
Entering Unmasked Estep 
Score: -5567754.000000 Penalty: 3252.803955
	Iteration 5Q: 3 clusters Score -5567754 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25741 members 
Mstep: Class 2 contains 30092 members 
Entering Unmasked Estep 
Score: -5569347.500000 Penalty: 3252.803955
	Iteration 6F: 3 clusters Score -5569348 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25027 members 
Mstep: Class 2 contains 30806 members 
Entering Unmasked Estep 
Score: -5571232.500000 Penalty: 3252.803955
	Iteration 7F: 3 clusters Score -5571232 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 31520 members 
Entering Unmasked Estep 
Score: -5573265.000000 Penalty: 3252.803955
	Iteration 8F: 3 clusters Score -5573265 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 32229 members 
Entering Unmasked Estep 
Score: -5575227.000000 Penalty: 3252.803955
	Iteration 9F: 3 clusters Score -5575227 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 32754 members 
Entering Unmasked Estep 
Score: -5576632.000000 Penalty: 3252.803955
	Iteration 10Q: 3 clusters Score -5576632 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 33169 members 
Entering Unmasked Estep 
Score: -5577422.500000 Penalty: 3252.803955
	Iteration 11Q: 3 clusters Score -5577422 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 33570 members 
Entering Unmasked Estep 
Score: -5577866.000000 Penalty: 3252.803955
	Iteration 12Q: 3 clusters Score -5577866 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 33970 members 
Entering Unmasked Estep 
Score: -5578100.000000 Penalty: 3252.803955
	Iteration 13Q: 3 clusters Score -5578100 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 34362 members 
Entering Unmasked Estep 
Score: -5578230.500000 Penalty: 3252.803955
	Iteration 14Q: 3 clusters Score -5578230 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 34778 members 
Entering Unmasked Estep 
Score: -5578374.000000 Penalty: 3252.803955
	Iteration 15Q: 3 clusters Score -5578374 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 35196 members 
Entering Unmasked Estep 
Score: -5578485.500000 Penalty: 3252.803955
	Iteration 16Q: 3 clusters Score -5578486 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 35668 members 
Entering Unmasked Estep 
Score: -5578586.500000 Penalty: 3252.803955
	Iteration 17Q: 3 clusters Score -5578586 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 36121 members 
Entering Unmasked Estep 
Score: -5578711.000000 Penalty: 3252.803955
	Iteration 18Q: 3 clusters Score -5578711 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 36547 members 
Entering Unmasked Estep 
Score: -5578792.500000 Penalty: 3252.803955
	Iteration 19Q: 3 clusters Score -5578792 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 36951 members 
Entering Unmasked Estep 
Score: -5578880.500000 Penalty: 3252.803955
	Iteration 20F: 3 clusters Score -5578880 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 37339 members 
Entering Unmasked Estep 
Score: -5578967.000000 Penalty: 3252.803955
	Iteration 21Q: 3 clusters Score -5578967 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 37733 members 
Entering Unmasked Estep 
Score: -5579067.500000 Penalty: 3252.803955
	Iteration 22Q: 3 clusters Score -5579068 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 38161 members 
Entering Unmasked Estep 
Score: -5579120.000000 Penalty: 3252.803955
	Iteration 23Q: 3 clusters Score -5579120 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 38608 members 
Entering Unmasked Estep 
Score: -5579224.000000 Penalty: 3252.803955
	Iteration 24Q: 3 clusters Score -5579224 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 39037 members 
Entering Unmasked Estep 
Score: -5579296.500000 Penalty: 3252.803955
	Iteration 25Q: 3 clusters Score -5579296 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 39503 members 
Entering Unmasked Estep 
Score: -5579393.500000 Penalty: 3252.803955
	Iteration 26Q: 3 clusters Score -5579394 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 39975 members 
Entering Unmasked Estep 
Score: -5579489.000000 Penalty: 3252.803955
	Iteration 27Q: 3 clusters Score -5579489 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 40444 members 
Entering Unmasked Estep 
Score: -5579549.500000 Penalty: 3252.803955
	Iteration 28Q: 3 clusters Score -5579550 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 40911 members 
Entering Unmasked Estep 
Score: -5579636.500000 Penalty: 3252.803955
	Iteration 29Q: 3 clusters Score -5579636 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 41397 members 
Entering Unmasked Estep 
Score: -5579737.500000 Penalty: 3252.803955
	Iteration 30Q: 3 clusters Score -5579738 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 41891 members 
Entering Unmasked Estep 
Score: -5579861.500000 Penalty: 3252.803955
	Iteration 31Q: 3 clusters Score -5579862 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 42420 members 
Entering Unmasked Estep 
Score: -5579974.000000 Penalty: 3252.803955
	Iteration 32Q: 3 clusters Score -5579974 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 42960 members 
Entering Unmasked Estep 
Score: -5580107.000000 Penalty: 3252.803955
	Iteration 33Q: 3 clusters Score -5580107 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 43511 members 
Entering Unmasked Estep 
Score: -5580221.000000 Penalty: 3252.803955
	Iteration 34Q: 3 clusters Score -5580221 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 44088 members 
Entering Unmasked Estep 
Score: -5580388.000000 Penalty: 3252.803955
	Iteration 35Q: 3 clusters Score -5580388 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 44695 members 
Entering Unmasked Estep 
Score: -5580554.500000 Penalty: 3252.803955
	Iteration 36Q: 3 clusters Score -5580554 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 45286 members 
Entering Unmasked Estep 
Score: -5580693.000000 Penalty: 3252.803955
	Iteration 37Q: 3 clusters Score -5580693 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 45913 members 
Entering Unmasked Estep 
Score: -5580879.500000 Penalty: 3252.803955
	Iteration 38Q: 3 clusters Score -5580880 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 46583 members 
Entering Unmasked Estep 
Score: -5581159.000000 Penalty: 3252.803955
	Iteration 39Q: 3 clusters Score -5581159 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 47250 members 
Entering Unmasked Estep 
Score: -5581418.000000 Penalty: 3252.803955
	Iteration 40F: 3 clusters Score -5581418 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 47912 members 
Entering Unmasked Estep 
Score: -5581672.000000 Penalty: 3252.803955
	Iteration 41Q: 3 clusters Score -5581672 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 48531 members 
Entering Unmasked Estep 
Score: -5581888.500000 Penalty: 3252.803955
	Iteration 42Q: 3 clusters Score -5581888 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 49142 members 
Entering Unmasked Estep 
Score: -5582140.000000 Penalty: 3252.803955
	Iteration 43Q: 3 clusters Score -5582140 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 49764 members 
Entering Unmasked Estep 
Score: -5582390.500000 Penalty: 3252.803955
	Iteration 44Q: 3 clusters Score -5582390 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 50368 members 
Entering Unmasked Estep 
Score: -5582693.500000 Penalty: 3252.803955
	Iteration 45Q: 3 clusters Score -5582694 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 50915 members 
Entering Unmasked Estep 
Score: -5582929.000000 Penalty: 3252.803955
	Iteration 46Q: 3 clusters Score -5582929 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 51399 members 
Entering Unmasked Estep 
Score: -5583127.000000 Penalty: 3252.803955
	Iteration 47Q: 3 clusters Score -5583127 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 51879 members 
Entering Unmasked Estep 
Score: -5583383.500000 Penalty: 3252.803955
	Iteration 48Q: 3 clusters Score -5583384 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 52329 members 
Entering Unmasked Estep 
Score: -5583560.000000 Penalty: 3252.803955
	Iteration 49Q: 3 clusters Score -5583560 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 52730 members 
Entering Unmasked Estep 
Score: -5583729.500000 Penalty: 3252.803955
	Iteration 50Q: 3 clusters Score -5583730 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 53084 members 
Entering Unmasked Estep 
Score: -5583889.500000 Penalty: 3252.803955
	Iteration 51Q: 3 clusters Score -5583890 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 53361 members 
Entering Unmasked Estep 
Score: -5583989.000000 Penalty: 3252.803955
	Iteration 52Q: 3 clusters Score -5583989 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 53594 members 
Entering Unmasked Estep 
Score: -5584097.500000 Penalty: 3252.803955
	Iteration 53Q: 3 clusters Score -5584098 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 53799 members 
Entering Unmasked Estep 
Score: -5584182.000000 Penalty: 3252.803955
	Iteration 54Q: 3 clusters Score -5584182 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 53967 members 
Entering Unmasked Estep 
Score: -5584257.000000 Penalty: 3252.803955
	Iteration 55Q: 3 clusters Score -5584257 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 54111 members 
Entering Unmasked Estep 
Score: -5584340.500000 Penalty: 3252.803955
	Iteration 56Q: 3 clusters Score -5584340 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 54229 members 
Entering Unmasked Estep 
Score: -5584403.500000 Penalty: 3252.803955
	Iteration 57Q: 3 clusters Score -5584404 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 54326 members 
Entering Unmasked Estep 
Score: -5584447.500000 Penalty: 3252.803955
	Iteration 58Q: 3 clusters Score -5584448 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 54412 members 
Entering Unmasked Estep 
Score: -5584476.000000 Penalty: 3252.803955
	Iteration 59Q: 3 clusters Score -5584476 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 54476 members 
Entering Unmasked Estep 
Score: -5584510.000000 Penalty: 3252.803955
	Iteration 60F: 3 clusters Score -5584510 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 54522 members 
Entering Unmasked Estep 
Score: -5584526.000000 Penalty: 3252.803955
	Iteration 61Q: 3 clusters Score -5584526 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 54574 members 
Entering Unmasked Estep 
Score: -5584552.500000 Penalty: 3252.803955
	Iteration 62Q: 3 clusters Score -5584552 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 54619 members 
Entering Unmasked Estep 
Score: -5584576.500000 Penalty: 3252.803955
	Iteration 63Q: 3 clusters Score -5584576 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 54660 members 
Entering Unmasked Estep 
Score: -5584599.500000 Penalty: 3252.803955
	Iteration 64Q: 3 clusters Score -5584600 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 54704 members 
Entering Unmasked Estep 
Score: -5584619.000000 Penalty: 3252.803955
	Iteration 65Q: 3 clusters Score -5584619 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 54736 members 
Entering Unmasked Estep 
Score: -5584648.500000 Penalty: 3252.803955
	Iteration 66Q: 3 clusters Score -5584648 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 54770 members 
Entering Unmasked Estep 
Score: -5584667.000000 Penalty: 3252.803955
	Iteration 67Q: 3 clusters Score -5584667 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 54792 members 
Entering Unmasked Estep 
Score: -5584675.500000 Penalty: 3252.803955
	Iteration 68Q: 3 clusters Score -5584676 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 54806 members 
Entering Unmasked Estep 
Score: -5584672.000000 Penalty: 3252.803955
	Iteration 69Q: 3 clusters Score -5584672 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 54825 members 
Entering Unmasked Estep 
Score: -5584701.500000 Penalty: 3252.803955
	Iteration 70Q: 3 clusters Score -5584702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 54834 members 
Entering Unmasked Estep 
Score: -5584702.500000 Penalty: 3252.803955
	Iteration 71Q: 3 clusters Score -5584702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 54839 members 
Entering Unmasked Estep 
Score: -5584727.500000 Penalty: 3252.803955
	Iteration 72Q: 3 clusters Score -5584728 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 54848 members 
Entering Unmasked Estep 
Score: -5584732.500000 Penalty: 3252.803955
	Iteration 73Q: 3 clusters Score -5584732 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 54861 members 
Entering Unmasked Estep 
Score: -5584737.000000 Penalty: 3252.803955
	Iteration 74Q: 3 clusters Score -5584737 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 54878 members 
Entering Unmasked Estep 
Score: -5584753.500000 Penalty: 3252.803955
	Iteration 75Q: 3 clusters Score -5584754 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 54902 members 
Entering Unmasked Estep 
Score: -5584774.000000 Penalty: 3252.803955
	Iteration 76Q: 3 clusters Score -5584774 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 54914 members 
Entering Unmasked Estep 
Score: -5584783.500000 Penalty: 3252.803955
	Iteration 77Q: 3 clusters Score -5584784 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 54934 members 
Entering Unmasked Estep 
Score: -5584796.000000 Penalty: 3252.803955
	Iteration 78Q: 3 clusters Score -5584796 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 54953 members 
Entering Unmasked Estep 
Score: -5584798.000000 Penalty: 3252.803955
	Iteration 79Q: 3 clusters Score -5584798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 54962 members 
Entering Unmasked Estep 
Score: -5584809.000000 Penalty: 3252.803955
	Iteration 80F: 3 clusters Score -5584809 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 54967 members 
Entering Unmasked Estep 
Score: -5584812.000000 Penalty: 3252.803955
	Iteration 81Q: 3 clusters Score -5584812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 54968 members 
Entering Unmasked Estep 
Score: -5584808.000000 Penalty: 3252.803955
	Iteration 82Q: 3 clusters Score -5584808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 54972 members 
Entering Unmasked Estep 
Score: -5584809.500000 Penalty: 3252.803955
	Iteration 83Q: 3 clusters Score -5584810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 54973 members 
Entering Unmasked Estep 
Score: -5584813.500000 Penalty: 3252.803955
	Iteration 84Q: 3 clusters Score -5584814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 54979 members 
Entering Unmasked Estep 
Score: -5584815.000000 Penalty: 3252.803955
	Iteration 85Q: 3 clusters Score -5584815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 54982 members 
Entering Unmasked Estep 
Score: -5584822.500000 Penalty: 3252.803955
	Iteration 86Q: 3 clusters Score -5584822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 54991 members 
Entering Unmasked Estep 
Score: -5584822.000000 Penalty: 3252.803955
	Iteration 87Q: 3 clusters Score -5584822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 54998 members 
Entering Unmasked Estep 
Score: -5584825.000000 Penalty: 3252.803955
	Iteration 88Q: 3 clusters Score -5584825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 55002 members 
Entering Unmasked Estep 
Score: -5584831.500000 Penalty: 3252.803955
	Iteration 89Q: 3 clusters Score -5584832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 55004 members 
Entering Unmasked Estep 
Score: -5584835.500000 Penalty: 3252.803955
	Iteration 90Q: 3 clusters Score -5584836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 55009 members 
Entering Unmasked Estep 
Score: -5584838.000000 Penalty: 3252.803955
	Iteration 91Q: 3 clusters Score -5584838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 55013 members 
Entering Unmasked Estep 
Score: -5584839.500000 Penalty: 3252.803955
	Iteration 92Q: 3 clusters Score -5584840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 55018 members 
Entering Unmasked Estep 
Score: -5584837.000000 Penalty: 3252.803955
	Iteration 93Q: 3 clusters Score -5584837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 55020 members 
Entering Unmasked Estep 
Score: -5584840.500000 Penalty: 3252.803955
	Iteration 94Q: 3 clusters Score -5584840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 55022 members 
Entering Unmasked Estep 
Score: -5584848.500000 Penalty: 3252.803955
	Iteration 95Q: 3 clusters Score -5584848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 55024 members 
Entering Unmasked Estep 
Score: -5584840.500000 Penalty: 3252.803955
	Iteration 96Q: 3 clusters Score -5584840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 55022 members 
Entering Unmasked Estep 
Score: -5584851.000000 Penalty: 3252.803955
	Iteration 97Q: 3 clusters Score -5584851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 55023 members 
Entering Unmasked Estep 
Score: -5584851.500000 Penalty: 3252.803955
	Iteration 98Q: 3 clusters Score -5584852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 55025 members 
Entering Unmasked Estep 
Score: -5584864.000000 Penalty: 3252.803955
	Iteration 99Q: 3 clusters Score -5584864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 55028 members 
Entering Unmasked Estep 
Score: -5584863.000000 Penalty: 3252.803955
	Iteration 100F: 3 clusters Score -5584863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 55028 members 
Entering Unmasked Estep 
Score: -5584862.000000 Penalty: 3252.803955
	Iteration 101Q: 3 clusters Score -5584862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 55027 members 
Entering Unmasked Estep 
Score: -5584860.000000 Penalty: 3252.803955
	Iteration 102Q: 3 clusters Score -5584860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 55031 members 
Entering Unmasked Estep 
Score: -5584861.500000 Penalty: 3252.803955
	Iteration 103Q: 3 clusters Score -5584862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 55030 members 
Entering Unmasked Estep 
Score: -5584860.000000 Penalty: 3252.803955
	Iteration 104Q: 3 clusters Score -5584860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 55032 members 
Entering Unmasked Estep 
Score: -5584863.000000 Penalty: 3252.803955
	Iteration 105Q: 3 clusters Score -5584863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 55036 members 
Entering Unmasked Estep 
Score: -5584860.000000 Penalty: 3252.803955
	Iteration 106Q: 3 clusters Score -5584860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 55041 members 
Entering Unmasked Estep 
Score: -5584871.500000 Penalty: 3252.803955
	Iteration 107Q: 3 clusters Score -5584872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 55043 members 
Entering Unmasked Estep 
Score: -5584868.000000 Penalty: 3252.803955
	Iteration 108Q: 3 clusters Score -5584868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 55045 members 
Entering Unmasked Estep 
Score: -5584866.000000 Penalty: 3252.803955
	Iteration 109Q: 3 clusters Score -5584866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 55046 members 
Entering Unmasked Estep 
Score: -5584868.000000 Penalty: 3252.803955
	Iteration 110Q: 3 clusters Score -5584868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 55049 members 
Entering Unmasked Estep 
Score: -5584872.500000 Penalty: 3252.803955
	Iteration 111Q: 3 clusters Score -5584872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 55051 members 
Entering Unmasked Estep 
Score: -5584874.500000 Penalty: 3252.803955
	Iteration 112Q: 3 clusters Score -5584874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 55054 members 
Entering Unmasked Estep 
Score: -5584875.000000 Penalty: 3252.803955
	Iteration 113Q: 3 clusters Score -5584875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 55055 members 
Entering Unmasked Estep 
Score: -5584877.000000 Penalty: 3252.803955
	Iteration 114Q: 3 clusters Score -5584877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 55059 members 
Entering Unmasked Estep 
Score: -5584880.500000 Penalty: 3252.803955
	Iteration 115Q: 3 clusters Score -5584880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 55059 members 
Entering Unmasked Estep 
Score: -5584887.500000 Penalty: 3252.803955
	Iteration 116Q: 3 clusters Score -5584888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 55059 members 
Entering Unmasked Estep 
Score: -5584893.000000 Penalty: 3252.803955
	Iteration 117Q: 3 clusters Score -5584893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 55062 members 
Entering Unmasked Estep 
Score: -5584899.000000 Penalty: 3252.803955
	Iteration 118Q: 3 clusters Score -5584899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 55063 members 
Entering Unmasked Estep 
Score: -5584904.000000 Penalty: 3252.803955
	Iteration 119Q: 3 clusters Score -5584904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 55064 members 
Entering Unmasked Estep 
Score: -5584906.000000 Penalty: 3252.803955
	Iteration 120F: 3 clusters Score -5584906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 55065 members 
Entering Unmasked Estep 
Score: -5584905.000000 Penalty: 3252.803955
	Iteration 121Q: 3 clusters Score -5584905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 55066 members 
Entering Unmasked Estep 
Score: -5584905.000000 Penalty: 3252.803955
	Iteration 122Q: 3 clusters Score -5584905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 55066 members 
Entering Unmasked Estep 
Score: -5584905.000000 Penalty: 3252.803955
	Iteration 123F: 3 clusters Score -5584905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Entering Unmasked Estep 
Score: -60388.324219 Penalty: 975.013184
	Iteration 0F: 2 clusters Score -60388.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -59341.128906 Penalty: 1950.026367
	Iteration 0F: 3 clusters Score -59341.13 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -59579.476562 Penalty: 1950.026367
	Iteration 1F: 3 clusters Score -59579.48 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -59658.414062 Penalty: 1950.026367
	Iteration 2F: 3 clusters Score -59658.41 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -59702.656250 Penalty: 1950.026367
	Iteration 3Q: 3 clusters Score -59702.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -59722.933594 Penalty: 1950.026367
	Iteration 4Q: 3 clusters Score -59722.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -59758.363281 Penalty: 1950.026367
	Iteration 5Q: 3 clusters Score -59758.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -59786.593750 Penalty: 1950.026367
	Iteration 6Q: 3 clusters Score -59786.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -59808.605469 Penalty: 1950.026367
	Iteration 7Q: 3 clusters Score -59808.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -59822.339844 Penalty: 1950.026367
	Iteration 8Q: 3 clusters Score -59822.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -59833.472656 Penalty: 1950.026367
	Iteration 9Q: 3 clusters Score -59833.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -59843.871094 Penalty: 1950.026367
	Iteration 10Q: 3 clusters Score -59843.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -59854.968750 Penalty: 1950.026367
	Iteration 11Q: 3 clusters Score -59854.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -59868.242188 Penalty: 1950.026367
	Iteration 12Q: 3 clusters Score -59868.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -59877.707031 Penalty: 1950.026367
	Iteration 13Q: 3 clusters Score -59877.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -59883.496094 Penalty: 1950.026367
	Iteration 14Q: 3 clusters Score -59883.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -59886.468750 Penalty: 1950.026367
	Iteration 15Q: 3 clusters Score -59886.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -59894.218750 Penalty: 1950.026367
	Iteration 16Q: 3 clusters Score -59894.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -59901.324219 Penalty: 1950.026367
	Iteration 17Q: 3 clusters Score -59901.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -59901.324219 Penalty: 1950.026367
	Iteration 18F: 3 clusters Score -59901.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (49683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49683 members 
Entering Unmasked Estep 
Score: -4965201.500000 Penalty: 1609.036743
	Iteration 0F: 2 clusters Score -4965202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24813 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -4932788.000000 Penalty: 3218.073486
	Iteration 0F: 3 clusters Score -4932788 nChanged 22930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 24382 members 
Entering Unmasked Estep 
Score: -4945707.000000 Penalty: 3218.073486
	Iteration 1F: 3 clusters Score -4945707 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25819 members 
Mstep: Class 2 contains 23864 members 
Entering Unmasked Estep 
Score: -4946587.500000 Penalty: 3218.073486
	Iteration 2Q: 3 clusters Score -4946588 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26618 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -4947618.000000 Penalty: 3218.073486
	Iteration 3Q: 3 clusters Score -4947618 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27629 members 
Mstep: Class 2 contains 22054 members 
Entering Unmasked Estep 
Score: -4948776.000000 Penalty: 3218.073486
	Iteration 4F: 3 clusters Score -4948776 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28909 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -4949987.500000 Penalty: 3218.073486
	Iteration 5F: 3 clusters Score -4949988 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30395 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -4951300.000000 Penalty: 3218.073486
	Iteration 6F: 3 clusters Score -4951300 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32153 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -4952705.500000 Penalty: 3218.073486
	Iteration 7F: 3 clusters Score -4952706 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34081 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -4954180.500000 Penalty: 3218.073486
	Iteration 8F: 3 clusters Score -4954180 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36123 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -4955652.500000 Penalty: 3218.073486
	Iteration 9Q: 3 clusters Score -4955652 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38119 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -4957239.000000 Penalty: 3218.073486
	Iteration 10Q: 3 clusters Score -4957239 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40001 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -4958819.500000 Penalty: 3218.073486
	Iteration 11Q: 3 clusters Score -4958820 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41635 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -4960253.500000 Penalty: 3218.073486
	Iteration 12Q: 3 clusters Score -4960254 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42880 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -4961238.500000 Penalty: 3218.073486
	Iteration 13Q: 3 clusters Score -4961238 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43824 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -4961923.500000 Penalty: 3218.073486
	Iteration 14Q: 3 clusters Score -4961924 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44524 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -4962403.000000 Penalty: 3218.073486
	Iteration 15Q: 3 clusters Score -4962403 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45116 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -4962805.500000 Penalty: 3218.073486
	Iteration 16Q: 3 clusters Score -4962806 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45584 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -4963099.500000 Penalty: 3218.073486
	Iteration 17Q: 3 clusters Score -4963100 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45958 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -4963296.500000 Penalty: 3218.073486
	Iteration 18Q: 3 clusters Score -4963296 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46268 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -4963464.000000 Penalty: 3218.073486
	Iteration 19Q: 3 clusters Score -4963464 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46525 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -4963581.000000 Penalty: 3218.073486
	Iteration 20F: 3 clusters Score -4963581 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46747 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -4963688.000000 Penalty: 3218.073486
	Iteration 21Q: 3 clusters Score -4963688 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46948 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -4963786.500000 Penalty: 3218.073486
	Iteration 22Q: 3 clusters Score -4963786 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47118 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -4963848.500000 Penalty: 3218.073486
	Iteration 23Q: 3 clusters Score -4963848 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47267 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -4963932.000000 Penalty: 3218.073486
	Iteration 24Q: 3 clusters Score -4963932 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47417 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -4964001.500000 Penalty: 3218.073486
	Iteration 25Q: 3 clusters Score -4964002 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47547 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -4964064.500000 Penalty: 3218.073486
	Iteration 26Q: 3 clusters Score -4964064 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47654 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -4964106.500000 Penalty: 3218.073486
	Iteration 27Q: 3 clusters Score -4964106 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47727 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -4964137.500000 Penalty: 3218.073486
	Iteration 28Q: 3 clusters Score -4964138 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47794 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -4964174.000000 Penalty: 3218.073486
	Iteration 29Q: 3 clusters Score -4964174 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47856 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -4964197.500000 Penalty: 3218.073486
	Iteration 30Q: 3 clusters Score -4964198 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47896 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -4964208.000000 Penalty: 3218.073486
	Iteration 31Q: 3 clusters Score -4964208 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47934 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -4964223.000000 Penalty: 3218.073486
	Iteration 32Q: 3 clusters Score -4964223 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47970 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -4964228.500000 Penalty: 3218.073486
	Iteration 33Q: 3 clusters Score -4964228 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47996 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -4964235.000000 Penalty: 3218.073486
	Iteration 34Q: 3 clusters Score -4964235 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48021 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -4964243.500000 Penalty: 3218.073486
	Iteration 35Q: 3 clusters Score -4964244 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48041 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -4964243.500000 Penalty: 3218.073486
	Iteration 36Q: 3 clusters Score -4964244 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48061 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -4964243.500000 Penalty: 3218.073486
	Iteration 37Q: 3 clusters Score -4964244 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48076 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -4964250.000000 Penalty: 3218.073486
	Iteration 38Q: 3 clusters Score -4964250 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48096 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -4964259.500000 Penalty: 3218.073486
	Iteration 39Q: 3 clusters Score -4964260 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48112 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -4964264.500000 Penalty: 3218.073486
	Iteration 40F: 3 clusters Score -4964264 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48126 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -4964264.000000 Penalty: 3218.073486
	Iteration 41Q: 3 clusters Score -4964264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48136 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -4964261.500000 Penalty: 3218.073486
	Iteration 42Q: 3 clusters Score -4964262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48149 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -4964264.500000 Penalty: 3218.073486
	Iteration 43Q: 3 clusters Score -4964264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48163 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -4964264.000000 Penalty: 3218.073486
	Iteration 44Q: 3 clusters Score -4964264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48172 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -4964267.500000 Penalty: 3218.073486
	Iteration 45Q: 3 clusters Score -4964268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48182 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -4964269.500000 Penalty: 3218.073486
	Iteration 46Q: 3 clusters Score -4964270 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48198 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -4964274.000000 Penalty: 3218.073486
	Iteration 47Q: 3 clusters Score -4964274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48210 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -4964276.500000 Penalty: 3218.073486
	Iteration 48Q: 3 clusters Score -4964276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48217 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -4964275.000000 Penalty: 3218.073486
	Iteration 49Q: 3 clusters Score -4964275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48221 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -4964279.000000 Penalty: 3218.073486
	Iteration 50Q: 3 clusters Score -4964279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48224 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -4964281.500000 Penalty: 3218.073486
	Iteration 51Q: 3 clusters Score -4964282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48233 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -4964280.000000 Penalty: 3218.073486
	Iteration 52Q: 3 clusters Score -4964280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48240 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -4964283.000000 Penalty: 3218.073486
	Iteration 53Q: 3 clusters Score -4964283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48244 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -4964280.000000 Penalty: 3218.073486
	Iteration 54Q: 3 clusters Score -4964280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48246 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -4964279.000000 Penalty: 3218.073486
	Iteration 55Q: 3 clusters Score -4964279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48247 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -4964279.500000 Penalty: 3218.073486
	Iteration 56Q: 3 clusters Score -4964280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48247 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -4964285.500000 Penalty: 3218.073486
	Iteration 57Q: 3 clusters Score -4964286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48251 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -4964286.500000 Penalty: 3218.073486
	Iteration 58Q: 3 clusters Score -4964286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48254 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -4964288.500000 Penalty: 3218.073486
	Iteration 59Q: 3 clusters Score -4964288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48259 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -4964289.500000 Penalty: 3218.073486
	Iteration 60F: 3 clusters Score -4964290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48263 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -4964295.500000 Penalty: 3218.073486
	Iteration 61Q: 3 clusters Score -4964296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48266 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -4964294.000000 Penalty: 3218.073486
	Iteration 62Q: 3 clusters Score -4964294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48268 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -4964294.000000 Penalty: 3218.073486
	Iteration 63Q: 3 clusters Score -4964294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48276 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -4964294.500000 Penalty: 3218.073486
	Iteration 64Q: 3 clusters Score -4964294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48279 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -4964294.000000 Penalty: 3218.073486
	Iteration 65Q: 3 clusters Score -4964294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48278 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -4964296.000000 Penalty: 3218.073486
	Iteration 66Q: 3 clusters Score -4964296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48284 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -4964301.000000 Penalty: 3218.073486
	Iteration 67Q: 3 clusters Score -4964301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48291 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -4964305.500000 Penalty: 3218.073486
	Iteration 68Q: 3 clusters Score -4964306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48299 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -4964303.000000 Penalty: 3218.073486
	Iteration 69Q: 3 clusters Score -4964303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48304 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -4964303.500000 Penalty: 3218.073486
	Iteration 70Q: 3 clusters Score -4964304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48309 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -4964311.000000 Penalty: 3218.073486
	Iteration 71Q: 3 clusters Score -4964311 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48318 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -4964309.000000 Penalty: 3218.073486
	Iteration 72Q: 3 clusters Score -4964309 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48329 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -4964321.500000 Penalty: 3218.073486
	Iteration 73Q: 3 clusters Score -4964322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48340 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -4964320.500000 Penalty: 3218.073486
	Iteration 74Q: 3 clusters Score -4964320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48344 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -4964324.500000 Penalty: 3218.073486
	Iteration 75Q: 3 clusters Score -4964324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48346 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -4964324.500000 Penalty: 3218.073486
	Iteration 76Q: 3 clusters Score -4964324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48349 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -4964324.000000 Penalty: 3218.073486
	Iteration 77Q: 3 clusters Score -4964324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48355 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -4964322.500000 Penalty: 3218.073486
	Iteration 78Q: 3 clusters Score -4964322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48361 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -4964326.500000 Penalty: 3218.073486
	Iteration 79Q: 3 clusters Score -4964326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48365 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -4964328.500000 Penalty: 3218.073486
	Iteration 80F: 3 clusters Score -4964328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48368 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -4964330.000000 Penalty: 3218.073486
	Iteration 81Q: 3 clusters Score -4964330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48371 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -4964322.500000 Penalty: 3218.073486
	Iteration 82Q: 3 clusters Score -4964322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48375 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -4964325.500000 Penalty: 3218.073486
	Iteration 83Q: 3 clusters Score -4964326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48380 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -4964323.000000 Penalty: 3218.073486
	Iteration 84Q: 3 clusters Score -4964323 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48390 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -4964327.000000 Penalty: 3218.073486
	Iteration 85Q: 3 clusters Score -4964327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48394 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -4964328.500000 Penalty: 3218.073486
	Iteration 86Q: 3 clusters Score -4964328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48398 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -4964331.500000 Penalty: 3218.073486
	Iteration 87Q: 3 clusters Score -4964332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48402 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -4964328.000000 Penalty: 3218.073486
	Iteration 88Q: 3 clusters Score -4964328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48405 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -4964332.000000 Penalty: 3218.073486
	Iteration 89Q: 3 clusters Score -4964332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48410 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -4964332.000000 Penalty: 3218.073486
	Iteration 90Q: 3 clusters Score -4964332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48419 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -4964336.000000 Penalty: 3218.073486
	Iteration 91Q: 3 clusters Score -4964336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48428 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -4964340.500000 Penalty: 3218.073486
	Iteration 92Q: 3 clusters Score -4964340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48437 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -4964345.000000 Penalty: 3218.073486
	Iteration 93Q: 3 clusters Score -4964345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48444 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -4964342.000000 Penalty: 3218.073486
	Iteration 94Q: 3 clusters Score -4964342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48444 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -4964340.500000 Penalty: 3218.073486
	Iteration 95Q: 3 clusters Score -4964340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48444 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -4964340.500000 Penalty: 3218.073486
	Iteration 96F: 3 clusters Score -4964340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Entering Unmasked Estep 
Score: -1063881.250000 Penalty: 1378.112549
	Iteration 0F: 2 clusters Score -1063881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1056831.500000 Penalty: 2756.225098
	Iteration 0F: 3 clusters Score -1056832 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1059230.375000 Penalty: 2756.225098
	Iteration 1F: 3 clusters Score -1059230 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1059529.750000 Penalty: 2756.225098
	Iteration 2F: 3 clusters Score -1059530 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1059777.375000 Penalty: 2756.225098
	Iteration 3Q: 3 clusters Score -1059777 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1059996.875000 Penalty: 2756.225098
	Iteration 4Q: 3 clusters Score -1059997 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1060219.375000 Penalty: 2756.225098
	Iteration 5Q: 3 clusters Score -1060219 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1060435.125000 Penalty: 2756.225098
	Iteration 6Q: 3 clusters Score -1060435 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1060640.625000 Penalty: 2756.225098
	Iteration 7Q: 3 clusters Score -1060641 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1060845.875000 Penalty: 2756.225098
	Iteration 8Q: 3 clusters Score -1060846 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1061054.375000 Penalty: 2756.225098
	Iteration 9Q: 3 clusters Score -1061054 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1061246.125000 Penalty: 2756.225098
	Iteration 10Q: 3 clusters Score -1061246 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1061443.000000 Penalty: 2756.225098
	Iteration 11Q: 3 clusters Score -1061443 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1061640.000000 Penalty: 2756.225098
	Iteration 12Q: 3 clusters Score -1061640 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1061826.000000 Penalty: 2756.225098
	Iteration 13Q: 3 clusters Score -1061826 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1061963.375000 Penalty: 2756.225098
	Iteration 14Q: 3 clusters Score -1061963 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1062056.125000 Penalty: 2756.225098
	Iteration 15Q: 3 clusters Score -1062056 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1062127.375000 Penalty: 2756.225098
	Iteration 16Q: 3 clusters Score -1062127 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1062173.375000 Penalty: 2756.225098
	Iteration 17Q: 3 clusters Score -1062173 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1062208.875000 Penalty: 2756.225098
	Iteration 18Q: 3 clusters Score -1062209 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1062233.625000 Penalty: 2756.225098
	Iteration 19Q: 3 clusters Score -1062234 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1062255.875000 Penalty: 2756.225098
	Iteration 20F: 3 clusters Score -1062256 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1062277.000000 Penalty: 2756.225098
	Iteration 21Q: 3 clusters Score -1062277 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1062291.750000 Penalty: 2756.225098
	Iteration 22Q: 3 clusters Score -1062292 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1062305.625000 Penalty: 2756.225098
	Iteration 23Q: 3 clusters Score -1062306 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1062320.875000 Penalty: 2756.225098
	Iteration 24Q: 3 clusters Score -1062321 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1062338.125000 Penalty: 2756.225098
	Iteration 25Q: 3 clusters Score -1062338 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1062350.875000 Penalty: 2756.225098
	Iteration 26Q: 3 clusters Score -1062351 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1062362.000000 Penalty: 2756.225098
	Iteration 27Q: 3 clusters Score -1062362 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1062369.000000 Penalty: 2756.225098
	Iteration 28Q: 3 clusters Score -1062369 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1062377.625000 Penalty: 2756.225098
	Iteration 29Q: 3 clusters Score -1062378 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1062378.500000 Penalty: 2756.225098
	Iteration 30Q: 3 clusters Score -1062378 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1062386.000000 Penalty: 2756.225098
	Iteration 31Q: 3 clusters Score -1062386 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1062390.375000 Penalty: 2756.225098
	Iteration 32Q: 3 clusters Score -1062390 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1062396.500000 Penalty: 2756.225098
	Iteration 33Q: 3 clusters Score -1062396 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1062404.625000 Penalty: 2756.225098
	Iteration 34Q: 3 clusters Score -1062405 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1062406.375000 Penalty: 2756.225098
	Iteration 35Q: 3 clusters Score -1062406 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1062410.625000 Penalty: 2756.225098
	Iteration 36Q: 3 clusters Score -1062411 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1062414.000000 Penalty: 2756.225098
	Iteration 37Q: 3 clusters Score -1062414 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1062416.625000 Penalty: 2756.225098
	Iteration 38Q: 3 clusters Score -1062417 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1062424.000000 Penalty: 2756.225098
	Iteration 39Q: 3 clusters Score -1062424 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1062425.375000 Penalty: 2756.225098
	Iteration 40F: 3 clusters Score -1062425 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1062430.875000 Penalty: 2756.225098
	Iteration 41Q: 3 clusters Score -1062431 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1062437.500000 Penalty: 2756.225098
	Iteration 42Q: 3 clusters Score -1062438 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1062438.000000 Penalty: 2756.225098
	Iteration 43Q: 3 clusters Score -1062438 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1062442.625000 Penalty: 2756.225098
	Iteration 44Q: 3 clusters Score -1062443 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1062449.625000 Penalty: 2756.225098
	Iteration 45Q: 3 clusters Score -1062450 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1062453.875000 Penalty: 2756.225098
	Iteration 46Q: 3 clusters Score -1062454 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1062460.750000 Penalty: 2756.225098
	Iteration 47Q: 3 clusters Score -1062461 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1062464.000000 Penalty: 2756.225098
	Iteration 48Q: 3 clusters Score -1062464 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1062469.250000 Penalty: 2756.225098
	Iteration 49Q: 3 clusters Score -1062469 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1062471.750000 Penalty: 2756.225098
	Iteration 50Q: 3 clusters Score -1062472 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1062478.000000 Penalty: 2756.225098
	Iteration 51Q: 3 clusters Score -1062478 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1062482.500000 Penalty: 2756.225098
	Iteration 52Q: 3 clusters Score -1062482 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1062488.500000 Penalty: 2756.225098
	Iteration 53Q: 3 clusters Score -1062488 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1062492.250000 Penalty: 2756.225098
	Iteration 54Q: 3 clusters Score -1062492 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1062501.875000 Penalty: 2756.225098
	Iteration 55Q: 3 clusters Score -1062502 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1062513.750000 Penalty: 2756.225098
	Iteration 56Q: 3 clusters Score -1062514 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1062527.125000 Penalty: 2756.225098
	Iteration 57Q: 3 clusters Score -1062527 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1062538.250000 Penalty: 2756.225098
	Iteration 58Q: 3 clusters Score -1062538 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1062548.875000 Penalty: 2756.225098
	Iteration 59Q: 3 clusters Score -1062549 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1062564.000000 Penalty: 2756.225098
	Iteration 60F: 3 clusters Score -1062564 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1062584.250000 Penalty: 2756.225098
	Iteration 61Q: 3 clusters Score -1062584 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1062609.500000 Penalty: 2756.225098
	Iteration 62Q: 3 clusters Score -1062610 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1062637.250000 Penalty: 2756.225098
	Iteration 63Q: 3 clusters Score -1062637 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1062663.250000 Penalty: 2756.225098
	Iteration 64Q: 3 clusters Score -1062663 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1062692.750000 Penalty: 2756.225098
	Iteration 65Q: 3 clusters Score -1062693 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1062737.750000 Penalty: 2756.225098
	Iteration 66Q: 3 clusters Score -1062738 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1062797.375000 Penalty: 2756.225098
	Iteration 67Q: 3 clusters Score -1062797 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1062874.000000 Penalty: 2756.225098
	Iteration 68Q: 3 clusters Score -1062874 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1062959.875000 Penalty: 2756.225098
	Iteration 69Q: 3 clusters Score -1062960 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1063055.750000 Penalty: 2756.225098
	Iteration 70Q: 3 clusters Score -1063056 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1063173.500000 Penalty: 2756.225098
	Iteration 71Q: 3 clusters Score -1063174 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1063317.000000 Penalty: 2756.225098
	Iteration 72Q: 3 clusters Score -1063317 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1063482.000000 Penalty: 2756.225098
	Iteration 73Q: 3 clusters Score -1063482 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1063627.750000 Penalty: 2756.225098
	Iteration 74Q: 3 clusters Score -1063628 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1063735.375000 Penalty: 2756.225098
	Iteration 75Q: 3 clusters Score -1063735 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1063823.125000 Penalty: 2756.225098
	Iteration 76Q: 3 clusters Score -1063823 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1063891.500000 Penalty: 2756.225098
	Iteration 77Q: 3 clusters Score -1063892 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1063933.875000 Penalty: 2756.225098
	Iteration 78Q: 3 clusters Score -1063934 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1063956.750000 Penalty: 2756.225098
	Iteration 79Q: 3 clusters Score -1063957 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1063981.625000 Penalty: 2756.225098
	Iteration 80F: 3 clusters Score -1063982 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1063993.750000 Penalty: 2756.225098
	Iteration 81Q: 3 clusters Score -1063994 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1064000.875000 Penalty: 2756.225098
	Iteration 82Q: 3 clusters Score -1064001 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1064008.750000 Penalty: 2756.225098
	Iteration 83Q: 3 clusters Score -1064009 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1064014.750000 Penalty: 2756.225098
	Iteration 84Q: 3 clusters Score -1064015 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1064015.500000 Penalty: 2756.225098
	Iteration 85Q: 3 clusters Score -1064016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1064017.625000 Penalty: 2756.225098
	Iteration 86Q: 3 clusters Score -1064018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1064017.625000 Penalty: 2756.225098
	Iteration 87Q: 3 clusters Score -1064018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1064017.500000 Penalty: 2756.225098
	Iteration 88Q: 3 clusters Score -1064018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1064020.000000 Penalty: 2756.225098
	Iteration 89Q: 3 clusters Score -1064020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1064020.500000 Penalty: 2756.225098
	Iteration 90Q: 3 clusters Score -1064020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1064019.375000 Penalty: 2756.225098
	Iteration 91Q: 3 clusters Score -1064019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1064020.125000 Penalty: 2756.225098
	Iteration 92Q: 3 clusters Score -1064020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1064020.375000 Penalty: 2756.225098
	Iteration 93Q: 3 clusters Score -1064020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1064023.875000 Penalty: 2756.225098
	Iteration 94Q: 3 clusters Score -1064024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1064023.875000 Penalty: 2756.225098
	Iteration 95F: 3 clusters Score -1064024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55833 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49683 members 
Mstep: Class 4 contains 6904 members 
Mstep: Class 5 contains 110257 members 
Mstep: Class 6 contains 37667 members 
Mstep: Class 7 contains 37249 members 
Mstep: Class 8 contains 3822 members 
Mstep: Class 9 contains 10377 members 
Mstep: Class 10 contains 11982 members 
Mstep: Class 11 contains 7132 members 
Mstep: Class 12 contains 24315 members 
Mstep: Class 13 contains 4011 members 
Mstep: Class 14 contains 4383 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 16 contains 37952 members 
Mstep: Class 17 contains 35050 members 
Mstep: Class 18 contains 11032 members 
Mstep: Class 19 contains 7380 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 36775 members 
Mstep: Class 22 contains 5588 members 
Mstep: Class 23 contains 4454 members 
Mstep: Class 24 contains 6427 members 
Mstep: Class 25 contains 14703 members 
Mstep: Class 26 contains 3672 members 
Mstep: Class 27 contains 18528 members 
Mstep: Class 28 contains 9026 members 
Mstep: Class 29 contains 10737 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 5024 members 
Mstep: Class 32 contains 106231 members 
Mstep: Class 33 contains 18906 members 
Mstep: Class 34 contains 8891 members 
Mstep: Class 35 contains 36561 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 37561 members 
Mstep: Class 38 contains 14876 members 
Mstep: Class 39 contains 17590 members 
Mstep: Class 40 contains 5559 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8273 members 
Mstep: Class 43 contains 15077 members 
Mstep: Class 44 contains 4603 members 
Mstep: Class 45 contains 2203 members 
Mstep: Class 46 contains 1746 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 254 members 
Mstep: Class 49 contains 4041 members 
Mstep: Class 50 contains 7332 members 
Mstep: Class 51 contains 863 members 
Mstep: Class 52 contains 3621 members 
Entering Unmasked Estep 
Score: -88135024.000000 Penalty: 106082.015625
Splitting cluster 4 changes total score from -88135624.000000 to -88135024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (110257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110257 members 
Entering Unmasked Estep 
Score: -11112769.000000 Penalty: 1727.652710
	Iteration 0F: 2 clusters Score -1.111277e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54799 members 
Mstep: Class 2 contains 55458 members 
Entering Unmasked Estep 
Score: -11040125.000000 Penalty: 3455.305420
	Iteration 0F: 3 clusters Score -1.104012e+07 nChanged 52429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51200 members 
Mstep: Class 2 contains 59057 members 
Entering Unmasked Estep 
Score: -11070201.000000 Penalty: 3455.305420
	Iteration 1F: 3 clusters Score -1.10702e+07 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49104 members 
Mstep: Class 2 contains 61153 members 
Entering Unmasked Estep 
Score: -11071302.000000 Penalty: 3455.305420
	Iteration 2Q: 3 clusters Score -1.10713e+07 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46019 members 
Mstep: Class 2 contains 64238 members 
Entering Unmasked Estep 
Score: -11072878.000000 Penalty: 3455.305420
	Iteration 3Q: 3 clusters Score -1.107288e+07 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41445 members 
Mstep: Class 2 contains 68812 members 
Entering Unmasked Estep 
Score: -11075433.000000 Penalty: 3455.305420
	Iteration 4Q: 3 clusters Score -1.107543e+07 nChanged 6729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35014 members 
Mstep: Class 2 contains 75243 members 
Entering Unmasked Estep 
Score: -11079714.000000 Penalty: 3455.305420
	Iteration 5F: 3 clusters Score -1.107971e+07 nChanged 8552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 83715 members 
Entering Unmasked Estep 
Score: -11086580.000000 Penalty: 3455.305420
	Iteration 6F: 3 clusters Score -1.108658e+07 nChanged 9370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 93071 members 
Entering Unmasked Estep 
Score: -11095307.000000 Penalty: 3455.305420
	Iteration 7F: 3 clusters Score -1.109531e+07 nChanged 8031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 101100 members 
Entering Unmasked Estep 
Score: -11103076.000000 Penalty: 3455.305420
	Iteration 8F: 3 clusters Score -1.110308e+07 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 106168 members 
Entering Unmasked Estep 
Score: -11107821.000000 Penalty: 3455.305420
	Iteration 9Q: 3 clusters Score -1.110782e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 108454 members 
Entering Unmasked Estep 
Score: -11109889.000000 Penalty: 3455.305420
	Iteration 10Q: 3 clusters Score -1.110989e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 109309 members 
Entering Unmasked Estep 
Score: -11110761.000000 Penalty: 3455.305420
	Iteration 11Q: 3 clusters Score -1.111076e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 109582 members 
Entering Unmasked Estep 
Score: -11111070.000000 Penalty: 3455.305420
	Iteration 12Q: 3 clusters Score -1.111107e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 109673 members 
Entering Unmasked Estep 
Score: -11111180.000000 Penalty: 3455.305420
	Iteration 13Q: 3 clusters Score -1.111118e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 109714 members 
Entering Unmasked Estep 
Score: -11111250.000000 Penalty: 3455.305420
	Iteration 14Q: 3 clusters Score -1.111125e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 109741 members 
Entering Unmasked Estep 
Score: -11111313.000000 Penalty: 3455.305420
	Iteration 15Q: 3 clusters Score -1.111131e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 109759 members 
Entering Unmasked Estep 
Score: -11111353.000000 Penalty: 3455.305420
	Iteration 16Q: 3 clusters Score -1.111135e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 109773 members 
Entering Unmasked Estep 
Score: -11111377.000000 Penalty: 3455.305420
	Iteration 17Q: 3 clusters Score -1.111138e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 109785 members 
Entering Unmasked Estep 
Score: -11111405.000000 Penalty: 3455.305420
	Iteration 18Q: 3 clusters Score -1.11114e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 109797 members 
Entering Unmasked Estep 
Score: -11111401.000000 Penalty: 3455.305420
	Iteration 19Q: 3 clusters Score -1.11114e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 109805 members 
Entering Unmasked Estep 
Score: -11111416.000000 Penalty: 3455.305420
	Iteration 20F: 3 clusters Score -1.111142e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 109808 members 
Entering Unmasked Estep 
Score: -11111429.000000 Penalty: 3455.305420
	Iteration 21Q: 3 clusters Score -1.111143e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 109810 members 
Entering Unmasked Estep 
Score: -11111430.000000 Penalty: 3455.305420
	Iteration 22Q: 3 clusters Score -1.111143e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 109813 members 
Entering Unmasked Estep 
Score: -11111438.000000 Penalty: 3455.305420
	Iteration 23Q: 3 clusters Score -1.111144e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 109813 members 
Entering Unmasked Estep 
Score: -11111443.000000 Penalty: 3455.305420
	Iteration 24Q: 3 clusters Score -1.111144e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 109814 members 
Entering Unmasked Estep 
Score: -11111444.000000 Penalty: 3455.305420
	Iteration 25Q: 3 clusters Score -1.111144e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 109816 members 
Entering Unmasked Estep 
Score: -11111446.000000 Penalty: 3455.305420
	Iteration 26Q: 3 clusters Score -1.111145e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 109815 members 
Entering Unmasked Estep 
Score: -11111447.000000 Penalty: 3455.305420
	Iteration 27Q: 3 clusters Score -1.111145e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 109815 members 
Entering Unmasked Estep 
Score: -11111451.000000 Penalty: 3455.305420
	Iteration 28Q: 3 clusters Score -1.111145e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 109814 members 
Entering Unmasked Estep 
Score: -11111457.000000 Penalty: 3455.305420
	Iteration 29Q: 3 clusters Score -1.111146e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 109814 members 
Entering Unmasked Estep 
Score: -11111457.000000 Penalty: 3455.305420
	Iteration 30F: 3 clusters Score -1.111146e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (37667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37667 members 
Entering Unmasked Estep 
Score: -3882371.000000 Penalty: 1567.837158
	Iteration 0F: 2 clusters Score -3882371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -3857813.500000 Penalty: 3135.674316
	Iteration 0F: 3 clusters Score -3857814 nChanged 17233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -3867732.750000 Penalty: 3135.674316
	Iteration 1F: 3 clusters Score -3867733 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -3868493.250000 Penalty: 3135.674316
	Iteration 2F: 3 clusters Score -3868493 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -3869383.250000 Penalty: 3135.674316
	Iteration 3F: 3 clusters Score -3869383 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -3870504.000000 Penalty: 3135.674316
	Iteration 4F: 3 clusters Score -3870504 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -3871850.750000 Penalty: 3135.674316
	Iteration 5F: 3 clusters Score -3871851 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25874 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -3873359.000000 Penalty: 3135.674316
	Iteration 6F: 3 clusters Score -3873359 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27594 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -3874811.750000 Penalty: 3135.674316
	Iteration 7F: 3 clusters Score -3874812 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29122 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -3876009.250000 Penalty: 3135.674316
	Iteration 8F: 3 clusters Score -3876009 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30465 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -3877017.750000 Penalty: 3135.674316
	Iteration 9Q: 3 clusters Score -3877018 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31633 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -3877911.750000 Penalty: 3135.674316
	Iteration 10Q: 3 clusters Score -3877912 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32549 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -3878660.250000 Penalty: 3135.674316
	Iteration 11Q: 3 clusters Score -3878660 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33313 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -3879394.000000 Penalty: 3135.674316
	Iteration 12Q: 3 clusters Score -3879394 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33882 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -3880011.750000 Penalty: 3135.674316
	Iteration 13Q: 3 clusters Score -3880012 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34280 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -3880433.000000 Penalty: 3135.674316
	Iteration 14Q: 3 clusters Score -3880433 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34514 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -3880716.750000 Penalty: 3135.674316
	Iteration 15Q: 3 clusters Score -3880717 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34688 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -3880909.000000 Penalty: 3135.674316
	Iteration 16Q: 3 clusters Score -3880909 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34815 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -3881025.250000 Penalty: 3135.674316
	Iteration 17Q: 3 clusters Score -3881025 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34913 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -3881105.000000 Penalty: 3135.674316
	Iteration 18Q: 3 clusters Score -3881105 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34995 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -3881159.250000 Penalty: 3135.674316
	Iteration 19Q: 3 clusters Score -3881159 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35058 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -3881190.000000 Penalty: 3135.674316
	Iteration 20F: 3 clusters Score -3881190 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35123 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -3881213.500000 Penalty: 3135.674316
	Iteration 21Q: 3 clusters Score -3881214 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35174 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -3881230.500000 Penalty: 3135.674316
	Iteration 22Q: 3 clusters Score -3881230 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35215 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -3881258.750000 Penalty: 3135.674316
	Iteration 23Q: 3 clusters Score -3881259 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35248 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -3881291.250000 Penalty: 3135.674316
	Iteration 24Q: 3 clusters Score -3881291 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35288 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -3881302.750000 Penalty: 3135.674316
	Iteration 25Q: 3 clusters Score -3881303 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35334 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -3881321.750000 Penalty: 3135.674316
	Iteration 26Q: 3 clusters Score -3881322 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35372 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -3881336.750000 Penalty: 3135.674316
	Iteration 27Q: 3 clusters Score -3881337 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35400 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -3881349.250000 Penalty: 3135.674316
	Iteration 28Q: 3 clusters Score -3881349 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35422 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -3881358.500000 Penalty: 3135.674316
	Iteration 29Q: 3 clusters Score -3881358 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35457 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -3881370.750000 Penalty: 3135.674316
	Iteration 30Q: 3 clusters Score -3881371 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35493 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -3881380.500000 Penalty: 3135.674316
	Iteration 31Q: 3 clusters Score -3881380 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35530 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -3881394.750000 Penalty: 3135.674316
	Iteration 32Q: 3 clusters Score -3881395 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35554 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -3881404.250000 Penalty: 3135.674316
	Iteration 33Q: 3 clusters Score -3881404 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35571 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -3881404.000000 Penalty: 3135.674316
	Iteration 34Q: 3 clusters Score -3881404 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35588 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -3881405.000000 Penalty: 3135.674316
	Iteration 35Q: 3 clusters Score -3881405 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35592 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -3881404.750000 Penalty: 3135.674316
	Iteration 36Q: 3 clusters Score -3881405 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35597 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -3881406.250000 Penalty: 3135.674316
	Iteration 37Q: 3 clusters Score -3881406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35603 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -3881407.000000 Penalty: 3135.674316
	Iteration 38Q: 3 clusters Score -3881407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35608 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -3881412.750000 Penalty: 3135.674316
	Iteration 39Q: 3 clusters Score -3881413 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35616 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -3881418.500000 Penalty: 3135.674316
	Iteration 40F: 3 clusters Score -3881418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35625 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -3881418.000000 Penalty: 3135.674316
	Iteration 41Q: 3 clusters Score -3881418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35633 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -3881423.000000 Penalty: 3135.674316
	Iteration 42Q: 3 clusters Score -3881423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35637 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -3881428.750000 Penalty: 3135.674316
	Iteration 43Q: 3 clusters Score -3881429 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35645 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -3881435.250000 Penalty: 3135.674316
	Iteration 44Q: 3 clusters Score -3881435 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35650 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -3881435.500000 Penalty: 3135.674316
	Iteration 45Q: 3 clusters Score -3881436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35657 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -3881443.000000 Penalty: 3135.674316
	Iteration 46Q: 3 clusters Score -3881443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35662 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -3881441.250000 Penalty: 3135.674316
	Iteration 47Q: 3 clusters Score -3881441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35665 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -3881442.500000 Penalty: 3135.674316
	Iteration 48Q: 3 clusters Score -3881442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35668 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -3881435.000000 Penalty: 3135.674316
	Iteration 49Q: 3 clusters Score -3881435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35669 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -3881435.000000 Penalty: 3135.674316
	Iteration 50Q: 3 clusters Score -3881435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35671 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -3881435.000000 Penalty: 3135.674316
	Iteration 51Q: 3 clusters Score -3881435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35673 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -3881435.750000 Penalty: 3135.674316
	Iteration 52Q: 3 clusters Score -3881436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35676 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -3881438.750000 Penalty: 3135.674316
	Iteration 53Q: 3 clusters Score -3881439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35679 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -3881441.500000 Penalty: 3135.674316
	Iteration 54Q: 3 clusters Score -3881442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35682 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -3881442.250000 Penalty: 3135.674316
	Iteration 55Q: 3 clusters Score -3881442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35684 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -3881444.000000 Penalty: 3135.674316
	Iteration 56Q: 3 clusters Score -3881444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35687 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -3881441.250000 Penalty: 3135.674316
	Iteration 57Q: 3 clusters Score -3881441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35688 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -3881441.000000 Penalty: 3135.674316
	Iteration 58Q: 3 clusters Score -3881441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35688 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -3881441.000000 Penalty: 3135.674316
	Iteration 59F: 3 clusters Score -3881441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (37249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37249 members 
Entering Unmasked Estep 
Score: -3541224.000000 Penalty: 1566.176636
	Iteration 0F: 2 clusters Score -3541224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -3516912.250000 Penalty: 3132.353271
	Iteration 0F: 3 clusters Score -3516912 nChanged 16929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -3526205.500000 Penalty: 3132.353271
	Iteration 1F: 3 clusters Score -3526206 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -3526705.250000 Penalty: 3132.353271
	Iteration 2Q: 3 clusters Score -3526705 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -3527141.750000 Penalty: 3132.353271
	Iteration 3Q: 3 clusters Score -3527142 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -3527534.000000 Penalty: 3132.353271
	Iteration 4Q: 3 clusters Score -3527534 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -3527932.500000 Penalty: 3132.353271
	Iteration 5Q: 3 clusters Score -3527932 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -3528314.250000 Penalty: 3132.353271
	Iteration 6Q: 3 clusters Score -3528314 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -3528788.000000 Penalty: 3132.353271
	Iteration 7Q: 3 clusters Score -3528788 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -3529330.000000 Penalty: 3132.353271
	Iteration 8Q: 3 clusters Score -3529330 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -3529987.000000 Penalty: 3132.353271
	Iteration 9Q: 3 clusters Score -3529987 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -3530927.750000 Penalty: 3132.353271
	Iteration 10Q: 3 clusters Score -3530928 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -3532130.750000 Penalty: 3132.353271
	Iteration 11F: 3 clusters Score -3532131 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26340 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -3533431.000000 Penalty: 3132.353271
	Iteration 12F: 3 clusters Score -3533431 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27852 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -3534757.750000 Penalty: 3132.353271
	Iteration 13Q: 3 clusters Score -3534758 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -3535908.250000 Penalty: 3132.353271
	Iteration 14Q: 3 clusters Score -3535908 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30290 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -3536805.750000 Penalty: 3132.353271
	Iteration 15Q: 3 clusters Score -3536806 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31239 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -3537539.250000 Penalty: 3132.353271
	Iteration 16Q: 3 clusters Score -3537539 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31991 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -3538075.250000 Penalty: 3132.353271
	Iteration 17Q: 3 clusters Score -3538075 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32576 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -3538429.500000 Penalty: 3132.353271
	Iteration 18Q: 3 clusters Score -3538430 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33060 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -3538724.500000 Penalty: 3132.353271
	Iteration 19Q: 3 clusters Score -3538724 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33471 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -3538987.000000 Penalty: 3132.353271
	Iteration 20F: 3 clusters Score -3538987 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33845 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -3539193.500000 Penalty: 3132.353271
	Iteration 21Q: 3 clusters Score -3539194 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34179 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -3539371.250000 Penalty: 3132.353271
	Iteration 22Q: 3 clusters Score -3539371 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34447 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -3539514.500000 Penalty: 3132.353271
	Iteration 23Q: 3 clusters Score -3539514 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34678 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -3539607.000000 Penalty: 3132.353271
	Iteration 24Q: 3 clusters Score -3539607 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34885 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -3539705.500000 Penalty: 3132.353271
	Iteration 25Q: 3 clusters Score -3539706 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35038 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -3539768.000000 Penalty: 3132.353271
	Iteration 26Q: 3 clusters Score -3539768 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35178 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -3539834.750000 Penalty: 3132.353271
	Iteration 27Q: 3 clusters Score -3539835 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35284 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -3539875.250000 Penalty: 3132.353271
	Iteration 28Q: 3 clusters Score -3539875 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35362 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -3539901.500000 Penalty: 3132.353271
	Iteration 29Q: 3 clusters Score -3539902 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35432 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -3539919.250000 Penalty: 3132.353271
	Iteration 30Q: 3 clusters Score -3539919 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35497 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -3539951.750000 Penalty: 3132.353271
	Iteration 31Q: 3 clusters Score -3539952 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35554 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -3539970.500000 Penalty: 3132.353271
	Iteration 32Q: 3 clusters Score -3539970 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35614 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -3539999.250000 Penalty: 3132.353271
	Iteration 33Q: 3 clusters Score -3539999 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35659 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -3540015.250000 Penalty: 3132.353271
	Iteration 34Q: 3 clusters Score -3540015 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35705 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -3540036.250000 Penalty: 3132.353271
	Iteration 35Q: 3 clusters Score -3540036 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35747 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -3540055.500000 Penalty: 3132.353271
	Iteration 36Q: 3 clusters Score -3540056 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35786 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -3540071.750000 Penalty: 3132.353271
	Iteration 37Q: 3 clusters Score -3540072 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35830 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -3540094.000000 Penalty: 3132.353271
	Iteration 38Q: 3 clusters Score -3540094 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35859 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -3540103.250000 Penalty: 3132.353271
	Iteration 39Q: 3 clusters Score -3540103 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35889 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -3540108.000000 Penalty: 3132.353271
	Iteration 40F: 3 clusters Score -3540108 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35909 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -3540107.000000 Penalty: 3132.353271
	Iteration 41Q: 3 clusters Score -3540107 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35928 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -3540113.500000 Penalty: 3132.353271
	Iteration 42Q: 3 clusters Score -3540114 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35945 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -3540113.500000 Penalty: 3132.353271
	Iteration 43Q: 3 clusters Score -3540114 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35957 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -3540120.000000 Penalty: 3132.353271
	Iteration 44Q: 3 clusters Score -3540120 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35973 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -3540124.500000 Penalty: 3132.353271
	Iteration 45Q: 3 clusters Score -3540124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35985 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3540130.000000 Penalty: 3132.353271
	Iteration 46Q: 3 clusters Score -3540130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35998 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -3540133.000000 Penalty: 3132.353271
	Iteration 47Q: 3 clusters Score -3540133 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36009 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -3540141.750000 Penalty: 3132.353271
	Iteration 48Q: 3 clusters Score -3540142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36019 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -3540148.750000 Penalty: 3132.353271
	Iteration 49Q: 3 clusters Score -3540149 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36029 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -3540150.500000 Penalty: 3132.353271
	Iteration 50Q: 3 clusters Score -3540150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36036 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3540153.500000 Penalty: 3132.353271
	Iteration 51Q: 3 clusters Score -3540154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36041 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -3540150.250000 Penalty: 3132.353271
	Iteration 52Q: 3 clusters Score -3540150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36046 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -3540151.750000 Penalty: 3132.353271
	Iteration 53Q: 3 clusters Score -3540152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36053 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -3540152.000000 Penalty: 3132.353271
	Iteration 54Q: 3 clusters Score -3540152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36059 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -3540155.500000 Penalty: 3132.353271
	Iteration 55Q: 3 clusters Score -3540156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36063 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -3540158.500000 Penalty: 3132.353271
	Iteration 56Q: 3 clusters Score -3540158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36065 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -3540161.000000 Penalty: 3132.353271
	Iteration 57Q: 3 clusters Score -3540161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36067 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -3540156.250000 Penalty: 3132.353271
	Iteration 58Q: 3 clusters Score -3540156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36072 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -3540162.750000 Penalty: 3132.353271
	Iteration 59Q: 3 clusters Score -3540163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36076 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -3540164.750000 Penalty: 3132.353271
	Iteration 60F: 3 clusters Score -3540165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36080 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -3540169.000000 Penalty: 3132.353271
	Iteration 61Q: 3 clusters Score -3540169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36085 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -3540177.000000 Penalty: 3132.353271
	Iteration 62Q: 3 clusters Score -3540177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36088 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -3540174.500000 Penalty: 3132.353271
	Iteration 63Q: 3 clusters Score -3540174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36089 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -3540173.750000 Penalty: 3132.353271
	Iteration 64Q: 3 clusters Score -3540174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36091 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -3540181.000000 Penalty: 3132.353271
	Iteration 65Q: 3 clusters Score -3540181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36096 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -3540182.500000 Penalty: 3132.353271
	Iteration 66Q: 3 clusters Score -3540182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36101 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -3540183.000000 Penalty: 3132.353271
	Iteration 67Q: 3 clusters Score -3540183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36106 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -3540187.250000 Penalty: 3132.353271
	Iteration 68Q: 3 clusters Score -3540187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36112 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -3540190.250000 Penalty: 3132.353271
	Iteration 69Q: 3 clusters Score -3540190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36113 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -3540190.250000 Penalty: 3132.353271
	Iteration 70Q: 3 clusters Score -3540190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36116 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -3540189.750000 Penalty: 3132.353271
	Iteration 71Q: 3 clusters Score -3540190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36119 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -3540188.750000 Penalty: 3132.353271
	Iteration 72Q: 3 clusters Score -3540189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36120 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -3540189.750000 Penalty: 3132.353271
	Iteration 73Q: 3 clusters Score -3540190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36121 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -3540187.250000 Penalty: 3132.353271
	Iteration 74Q: 3 clusters Score -3540187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36121 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -3540187.250000 Penalty: 3132.353271
	Iteration 75F: 3 clusters Score -3540187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Entering Unmasked Estep 
Score: -365744.968750 Penalty: 1227.381226
	Iteration 0F: 2 clusters Score -365745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -362810.812500 Penalty: 2454.762451
	Iteration 0F: 3 clusters Score -362810.8 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -363646.593750 Penalty: 2454.762451
	Iteration 1F: 3 clusters Score -363646.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -363852.343750 Penalty: 2454.762451
	Iteration 2F: 3 clusters Score -363852.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -364007.843750 Penalty: 2454.762451
	Iteration 3F: 3 clusters Score -364007.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -364133.562500 Penalty: 2454.762451
	Iteration 4Q: 3 clusters Score -364133.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -364233.843750 Penalty: 2454.762451
	Iteration 5Q: 3 clusters Score -364233.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -364308.812500 Penalty: 2454.762451
	Iteration 6Q: 3 clusters Score -364308.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -364357.625000 Penalty: 2454.762451
	Iteration 7Q: 3 clusters Score -364357.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -364403.156250 Penalty: 2454.762451
	Iteration 8Q: 3 clusters Score -364403.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -364451.843750 Penalty: 2454.762451
	Iteration 9Q: 3 clusters Score -364451.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -364504.062500 Penalty: 2454.762451
	Iteration 10Q: 3 clusters Score -364504.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -364548.625000 Penalty: 2454.762451
	Iteration 11Q: 3 clusters Score -364548.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -364598.406250 Penalty: 2454.762451
	Iteration 12Q: 3 clusters Score -364598.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -364639.343750 Penalty: 2454.762451
	Iteration 13Q: 3 clusters Score -364639.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -364676.687500 Penalty: 2454.762451
	Iteration 14Q: 3 clusters Score -364676.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -364706.437500 Penalty: 2454.762451
	Iteration 15Q: 3 clusters Score -364706.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -364727.875000 Penalty: 2454.762451
	Iteration 16Q: 3 clusters Score -364727.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -364749.906250 Penalty: 2454.762451
	Iteration 17Q: 3 clusters Score -364749.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -364776.062500 Penalty: 2454.762451
	Iteration 18Q: 3 clusters Score -364776.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -364797.687500 Penalty: 2454.762451
	Iteration 19Q: 3 clusters Score -364797.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -364819.218750 Penalty: 2454.762451
	Iteration 20F: 3 clusters Score -364819.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -364833.125000 Penalty: 2454.762451
	Iteration 21Q: 3 clusters Score -364833.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -364840.968750 Penalty: 2454.762451
	Iteration 22Q: 3 clusters Score -364841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -364845.468750 Penalty: 2454.762451
	Iteration 23Q: 3 clusters Score -364845.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -364850.312500 Penalty: 2454.762451
	Iteration 24Q: 3 clusters Score -364850.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -364854.531250 Penalty: 2454.762451
	Iteration 25Q: 3 clusters Score -364854.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -364857.187500 Penalty: 2454.762451
	Iteration 26Q: 3 clusters Score -364857.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -364861.937500 Penalty: 2454.762451
	Iteration 27Q: 3 clusters Score -364861.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -364867.031250 Penalty: 2454.762451
	Iteration 28Q: 3 clusters Score -364867 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -364873.812500 Penalty: 2454.762451
	Iteration 29Q: 3 clusters Score -364873.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -364882.625000 Penalty: 2454.762451
	Iteration 30Q: 3 clusters Score -364882.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -364888.781250 Penalty: 2454.762451
	Iteration 31Q: 3 clusters Score -364888.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -364893.500000 Penalty: 2454.762451
	Iteration 32Q: 3 clusters Score -364893.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -364897.562500 Penalty: 2454.762451
	Iteration 33Q: 3 clusters Score -364897.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -364902.718750 Penalty: 2454.762451
	Iteration 34Q: 3 clusters Score -364902.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -364905.125000 Penalty: 2454.762451
	Iteration 35Q: 3 clusters Score -364905.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -364908.406250 Penalty: 2454.762451
	Iteration 36Q: 3 clusters Score -364908.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -364910.062500 Penalty: 2454.762451
	Iteration 37Q: 3 clusters Score -364910.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -364910.718750 Penalty: 2454.762451
	Iteration 38Q: 3 clusters Score -364910.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -364912.593750 Penalty: 2454.762451
	Iteration 39Q: 3 clusters Score -364912.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -364913.625000 Penalty: 2454.762451
	Iteration 40F: 3 clusters Score -364913.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -364914.187500 Penalty: 2454.762451
	Iteration 41Q: 3 clusters Score -364914.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -364915.000000 Penalty: 2454.762451
	Iteration 42Q: 3 clusters Score -364915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -364915.562500 Penalty: 2454.762451
	Iteration 43Q: 3 clusters Score -364915.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -364915.562500 Penalty: 2454.762451
	Iteration 44F: 3 clusters Score -364915.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Entering Unmasked Estep 
Score: -1088184.000000 Penalty: 1376.005249
	Iteration 0F: 2 clusters Score -1088184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1081155.000000 Penalty: 2752.010498
	Iteration 0F: 3 clusters Score -1081155 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1083466.750000 Penalty: 2752.010498
	Iteration 1F: 3 clusters Score -1083467 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1083773.500000 Penalty: 2752.010498
	Iteration 2F: 3 clusters Score -1083774 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1084026.375000 Penalty: 2752.010498
	Iteration 3F: 3 clusters Score -1084026 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1084257.500000 Penalty: 2752.010498
	Iteration 4Q: 3 clusters Score -1084258 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1084513.250000 Penalty: 2752.010498
	Iteration 5Q: 3 clusters Score -1084513 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1084802.500000 Penalty: 2752.010498
	Iteration 6Q: 3 clusters Score -1084802 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1085132.000000 Penalty: 2752.010498
	Iteration 7Q: 3 clusters Score -1085132 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1085490.250000 Penalty: 2752.010498
	Iteration 8Q: 3 clusters Score -1085490 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1085840.125000 Penalty: 2752.010498
	Iteration 9Q: 3 clusters Score -1085840 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1086209.750000 Penalty: 2752.010498
	Iteration 10Q: 3 clusters Score -1086210 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1086504.250000 Penalty: 2752.010498
	Iteration 11Q: 3 clusters Score -1086504 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1086694.375000 Penalty: 2752.010498
	Iteration 12Q: 3 clusters Score -1086694 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1086850.625000 Penalty: 2752.010498
	Iteration 13Q: 3 clusters Score -1086851 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1086941.125000 Penalty: 2752.010498
	Iteration 14Q: 3 clusters Score -1086941 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1086997.875000 Penalty: 2752.010498
	Iteration 15Q: 3 clusters Score -1086998 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1087034.500000 Penalty: 2752.010498
	Iteration 16Q: 3 clusters Score -1087034 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1087061.000000 Penalty: 2752.010498
	Iteration 17Q: 3 clusters Score -1087061 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1087081.000000 Penalty: 2752.010498
	Iteration 18Q: 3 clusters Score -1087081 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1087091.250000 Penalty: 2752.010498
	Iteration 19Q: 3 clusters Score -1087091 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1087100.875000 Penalty: 2752.010498
	Iteration 20F: 3 clusters Score -1087101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1087111.375000 Penalty: 2752.010498
	Iteration 21Q: 3 clusters Score -1087111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1087117.125000 Penalty: 2752.010498
	Iteration 22Q: 3 clusters Score -1087117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1087123.375000 Penalty: 2752.010498
	Iteration 23Q: 3 clusters Score -1087123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1087123.875000 Penalty: 2752.010498
	Iteration 24Q: 3 clusters Score -1087124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1087124.500000 Penalty: 2752.010498
	Iteration 25Q: 3 clusters Score -1087124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1087124.000000 Penalty: 2752.010498
	Iteration 26Q: 3 clusters Score -1087124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1087124.625000 Penalty: 2752.010498
	Iteration 27Q: 3 clusters Score -1087125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1087125.000000 Penalty: 2752.010498
	Iteration 28Q: 3 clusters Score -1087125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1087125.750000 Penalty: 2752.010498
	Iteration 29Q: 3 clusters Score -1087126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1087127.875000 Penalty: 2752.010498
	Iteration 30Q: 3 clusters Score -1087128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1087131.125000 Penalty: 2752.010498
	Iteration 31Q: 3 clusters Score -1087131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1087136.250000 Penalty: 2752.010498
	Iteration 32Q: 3 clusters Score -1087136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1087137.000000 Penalty: 2752.010498
	Iteration 33Q: 3 clusters Score -1087137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1087139.250000 Penalty: 2752.010498
	Iteration 34Q: 3 clusters Score -1087139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1087139.250000 Penalty: 2752.010498
	Iteration 35Q: 3 clusters Score -1087139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1087139.250000 Penalty: 2752.010498
	Iteration 36F: 3 clusters Score -1087139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Entering Unmasked Estep 
Score: -1203010.250000 Penalty: 1397.404785
	Iteration 0F: 2 clusters Score -1203010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1195090.750000 Penalty: 2794.809570
	Iteration 0F: 3 clusters Score -1195091 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1197813.500000 Penalty: 2794.809570
	Iteration 1F: 3 clusters Score -1197814 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1198192.875000 Penalty: 2794.809570
	Iteration 2F: 3 clusters Score -1198193 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1198509.500000 Penalty: 2794.809570
	Iteration 3F: 3 clusters Score -1198510 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1198794.250000 Penalty: 2794.809570
	Iteration 4Q: 3 clusters Score -1198794 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1199023.250000 Penalty: 2794.809570
	Iteration 5Q: 3 clusters Score -1199023 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1199265.000000 Penalty: 2794.809570
	Iteration 6Q: 3 clusters Score -1199265 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1199537.500000 Penalty: 2794.809570
	Iteration 7Q: 3 clusters Score -1199538 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1199842.875000 Penalty: 2794.809570
	Iteration 8Q: 3 clusters Score -1199843 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1200169.125000 Penalty: 2794.809570
	Iteration 9Q: 3 clusters Score -1200169 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1200455.625000 Penalty: 2794.809570
	Iteration 10Q: 3 clusters Score -1200456 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1200731.000000 Penalty: 2794.809570
	Iteration 11Q: 3 clusters Score -1200731 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1200935.375000 Penalty: 2794.809570
	Iteration 12Q: 3 clusters Score -1200935 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1201120.375000 Penalty: 2794.809570
	Iteration 13Q: 3 clusters Score -1201120 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1201243.875000 Penalty: 2794.809570
	Iteration 14Q: 3 clusters Score -1201244 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1201353.875000 Penalty: 2794.809570
	Iteration 15Q: 3 clusters Score -1201354 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1201446.000000 Penalty: 2794.809570
	Iteration 16Q: 3 clusters Score -1201446 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1201518.125000 Penalty: 2794.809570
	Iteration 17Q: 3 clusters Score -1201518 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1201587.250000 Penalty: 2794.809570
	Iteration 18Q: 3 clusters Score -1201587 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1201643.625000 Penalty: 2794.809570
	Iteration 19Q: 3 clusters Score -1201644 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1201690.750000 Penalty: 2794.809570
	Iteration 20F: 3 clusters Score -1201691 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1201728.625000 Penalty: 2794.809570
	Iteration 21Q: 3 clusters Score -1201729 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1201765.500000 Penalty: 2794.809570
	Iteration 22Q: 3 clusters Score -1201766 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1201799.125000 Penalty: 2794.809570
	Iteration 23Q: 3 clusters Score -1201799 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1201826.250000 Penalty: 2794.809570
	Iteration 24Q: 3 clusters Score -1201826 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -1201860.000000 Penalty: 2794.809570
	Iteration 25Q: 3 clusters Score -1201860 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1201874.125000 Penalty: 2794.809570
	Iteration 26Q: 3 clusters Score -1201874 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1201882.875000 Penalty: 2794.809570
	Iteration 27Q: 3 clusters Score -1201883 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1201890.250000 Penalty: 2794.809570
	Iteration 28Q: 3 clusters Score -1201890 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1201900.125000 Penalty: 2794.809570
	Iteration 29Q: 3 clusters Score -1201900 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -1201905.875000 Penalty: 2794.809570
	Iteration 30Q: 3 clusters Score -1201906 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1201913.625000 Penalty: 2794.809570
	Iteration 31Q: 3 clusters Score -1201914 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1201914.625000 Penalty: 2794.809570
	Iteration 32Q: 3 clusters Score -1201915 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1201926.625000 Penalty: 2794.809570
	Iteration 33Q: 3 clusters Score -1201927 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1201932.750000 Penalty: 2794.809570
	Iteration 34Q: 3 clusters Score -1201933 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1201947.125000 Penalty: 2794.809570
	Iteration 35Q: 3 clusters Score -1201947 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1201952.750000 Penalty: 2794.809570
	Iteration 36Q: 3 clusters Score -1201953 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1201962.750000 Penalty: 2794.809570
	Iteration 37Q: 3 clusters Score -1201963 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1201963.750000 Penalty: 2794.809570
	Iteration 38Q: 3 clusters Score -1201964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1201968.500000 Penalty: 2794.809570
	Iteration 39Q: 3 clusters Score -1201968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1201973.375000 Penalty: 2794.809570
	Iteration 40F: 3 clusters Score -1201973 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1201977.625000 Penalty: 2794.809570
	Iteration 41Q: 3 clusters Score -1201978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1201985.375000 Penalty: 2794.809570
	Iteration 42Q: 3 clusters Score -1201985 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1201992.125000 Penalty: 2794.809570
	Iteration 43Q: 3 clusters Score -1201992 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1202003.375000 Penalty: 2794.809570
	Iteration 44Q: 3 clusters Score -1202003 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1202014.500000 Penalty: 2794.809570
	Iteration 45Q: 3 clusters Score -1202014 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1202024.375000 Penalty: 2794.809570
	Iteration 46Q: 3 clusters Score -1202024 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1202029.875000 Penalty: 2794.809570
	Iteration 47Q: 3 clusters Score -1202030 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1202036.250000 Penalty: 2794.809570
	Iteration 48Q: 3 clusters Score -1202036 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -1202042.125000 Penalty: 2794.809570
	Iteration 49Q: 3 clusters Score -1202042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1202050.875000 Penalty: 2794.809570
	Iteration 50Q: 3 clusters Score -1202051 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1202055.375000 Penalty: 2794.809570
	Iteration 51Q: 3 clusters Score -1202055 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1202062.625000 Penalty: 2794.809570
	Iteration 52Q: 3 clusters Score -1202063 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1202068.250000 Penalty: 2794.809570
	Iteration 53Q: 3 clusters Score -1202068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -1202074.875000 Penalty: 2794.809570
	Iteration 54Q: 3 clusters Score -1202075 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1202080.125000 Penalty: 2794.809570
	Iteration 55Q: 3 clusters Score -1202080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1202080.875000 Penalty: 2794.809570
	Iteration 56Q: 3 clusters Score -1202081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -1202082.500000 Penalty: 2794.809570
	Iteration 57Q: 3 clusters Score -1202082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1202083.375000 Penalty: 2794.809570
	Iteration 58Q: 3 clusters Score -1202083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -1202087.500000 Penalty: 2794.809570
	Iteration 59Q: 3 clusters Score -1202088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1202086.250000 Penalty: 2794.809570
	Iteration 60F: 3 clusters Score -1202086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -1202085.500000 Penalty: 2794.809570
	Iteration 61Q: 3 clusters Score -1202086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1202089.625000 Penalty: 2794.809570
	Iteration 62Q: 3 clusters Score -1202090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -1202087.750000 Penalty: 2794.809570
	Iteration 63Q: 3 clusters Score -1202088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1202089.375000 Penalty: 2794.809570
	Iteration 64Q: 3 clusters Score -1202089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1202090.875000 Penalty: 2794.809570
	Iteration 65Q: 3 clusters Score -1202091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1202090.875000 Penalty: 2794.809570
	Iteration 66F: 3 clusters Score -1202091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Entering Unmasked Estep 
Score: -678204.250000 Penalty: 1320.205200
	Iteration 0F: 2 clusters Score -678204.2 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 3556 members 
Entering Unmasked Estep 
Score: -673256.312500 Penalty: 2640.410400
	Iteration 0F: 3 clusters Score -673256.3 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -674813.187500 Penalty: 2640.410400
	Iteration 1F: 3 clusters Score -674813.2 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -675064.687500 Penalty: 2640.410400
	Iteration 2F: 3 clusters Score -675064.7 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -675236.750000 Penalty: 2640.410400
	Iteration 3F: 3 clusters Score -675236.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -675384.312500 Penalty: 2640.410400
	Iteration 4Q: 3 clusters Score -675384.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -675548.562500 Penalty: 2640.410400
	Iteration 5Q: 3 clusters Score -675548.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -675719.812500 Penalty: 2640.410400
	Iteration 6Q: 3 clusters Score -675719.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -675888.500000 Penalty: 2640.410400
	Iteration 7Q: 3 clusters Score -675888.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -676048.687500 Penalty: 2640.410400
	Iteration 8Q: 3 clusters Score -676048.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -676203.062500 Penalty: 2640.410400
	Iteration 9Q: 3 clusters Score -676203.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -676348.187500 Penalty: 2640.410400
	Iteration 10Q: 3 clusters Score -676348.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -676502.750000 Penalty: 2640.410400
	Iteration 11Q: 3 clusters Score -676502.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -676649.687500 Penalty: 2640.410400
	Iteration 12Q: 3 clusters Score -676649.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -676797.687500 Penalty: 2640.410400
	Iteration 13Q: 3 clusters Score -676797.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -676948.375000 Penalty: 2640.410400
	Iteration 14Q: 3 clusters Score -676948.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -677107.500000 Penalty: 2640.410400
	Iteration 15Q: 3 clusters Score -677107.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -677247.250000 Penalty: 2640.410400
	Iteration 16Q: 3 clusters Score -677247.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -677342.437500 Penalty: 2640.410400
	Iteration 17Q: 3 clusters Score -677342.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -677415.312500 Penalty: 2640.410400
	Iteration 18Q: 3 clusters Score -677415.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -677475.750000 Penalty: 2640.410400
	Iteration 19Q: 3 clusters Score -677475.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -677514.937500 Penalty: 2640.410400
	Iteration 20F: 3 clusters Score -677514.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -677552.750000 Penalty: 2640.410400
	Iteration 21Q: 3 clusters Score -677552.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -677598.562500 Penalty: 2640.410400
	Iteration 22Q: 3 clusters Score -677598.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -677647.750000 Penalty: 2640.410400
	Iteration 23Q: 3 clusters Score -677647.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -677692.500000 Penalty: 2640.410400
	Iteration 24Q: 3 clusters Score -677692.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -677717.687500 Penalty: 2640.410400
	Iteration 25Q: 3 clusters Score -677717.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -677745.625000 Penalty: 2640.410400
	Iteration 26Q: 3 clusters Score -677745.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -677764.500000 Penalty: 2640.410400
	Iteration 27Q: 3 clusters Score -677764.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -677782.250000 Penalty: 2640.410400
	Iteration 28Q: 3 clusters Score -677782.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -677798.875000 Penalty: 2640.410400
	Iteration 29Q: 3 clusters Score -677798.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -677818.375000 Penalty: 2640.410400
	Iteration 30Q: 3 clusters Score -677818.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -677829.625000 Penalty: 2640.410400
	Iteration 31Q: 3 clusters Score -677829.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -677833.437500 Penalty: 2640.410400
	Iteration 32Q: 3 clusters Score -677833.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -677835.187500 Penalty: 2640.410400
	Iteration 33Q: 3 clusters Score -677835.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -677836.875000 Penalty: 2640.410400
	Iteration 34Q: 3 clusters Score -677836.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -677837.500000 Penalty: 2640.410400
	Iteration 35Q: 3 clusters Score -677837.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -677838.312500 Penalty: 2640.410400
	Iteration 36Q: 3 clusters Score -677838.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -677838.312500 Penalty: 2640.410400
	Iteration 37F: 3 clusters Score -677838.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (24315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Entering Unmasked Estep 
Score: -2379103.250000 Penalty: 1502.708618
	Iteration 0F: 2 clusters Score -2379103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -2363174.000000 Penalty: 3005.417236
	Iteration 0F: 3 clusters Score -2363174 nChanged 10872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -2369325.250000 Penalty: 3005.417236
	Iteration 1F: 3 clusters Score -2369325 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -2369950.500000 Penalty: 3005.417236
	Iteration 2F: 3 clusters Score -2369950 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -2370547.750000 Penalty: 3005.417236
	Iteration 3F: 3 clusters Score -2370548 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -2371165.750000 Penalty: 3005.417236
	Iteration 4F: 3 clusters Score -2371166 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -2371749.250000 Penalty: 3005.417236
	Iteration 5F: 3 clusters Score -2371749 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -2372228.500000 Penalty: 3005.417236
	Iteration 6Q: 3 clusters Score -2372228 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -2372727.250000 Penalty: 3005.417236
	Iteration 7Q: 3 clusters Score -2372727 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -2373210.750000 Penalty: 3005.417236
	Iteration 8Q: 3 clusters Score -2373211 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -2373668.000000 Penalty: 3005.417236
	Iteration 9Q: 3 clusters Score -2373668 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -2374100.750000 Penalty: 3005.417236
	Iteration 10Q: 3 clusters Score -2374101 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -2374502.000000 Penalty: 3005.417236
	Iteration 11Q: 3 clusters Score -2374502 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -2374820.250000 Penalty: 3005.417236
	Iteration 12Q: 3 clusters Score -2374820 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -2375073.500000 Penalty: 3005.417236
	Iteration 13Q: 3 clusters Score -2375074 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -2375289.500000 Penalty: 3005.417236
	Iteration 14Q: 3 clusters Score -2375290 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -2375442.750000 Penalty: 3005.417236
	Iteration 15Q: 3 clusters Score -2375443 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -2375557.000000 Penalty: 3005.417236
	Iteration 16Q: 3 clusters Score -2375557 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -2375646.750000 Penalty: 3005.417236
	Iteration 17Q: 3 clusters Score -2375647 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -2375736.750000 Penalty: 3005.417236
	Iteration 18Q: 3 clusters Score -2375737 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -2375813.000000 Penalty: 3005.417236
	Iteration 19Q: 3 clusters Score -2375813 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -2375875.000000 Penalty: 3005.417236
	Iteration 20F: 3 clusters Score -2375875 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -2375953.250000 Penalty: 3005.417236
	Iteration 21Q: 3 clusters Score -2375953 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -2376037.500000 Penalty: 3005.417236
	Iteration 22Q: 3 clusters Score -2376038 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -2376119.000000 Penalty: 3005.417236
	Iteration 23Q: 3 clusters Score -2376119 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -2376189.750000 Penalty: 3005.417236
	Iteration 24Q: 3 clusters Score -2376190 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -2376261.500000 Penalty: 3005.417236
	Iteration 25Q: 3 clusters Score -2376262 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -2376311.250000 Penalty: 3005.417236
	Iteration 26Q: 3 clusters Score -2376311 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -2376380.500000 Penalty: 3005.417236
	Iteration 27Q: 3 clusters Score -2376380 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -2376433.500000 Penalty: 3005.417236
	Iteration 28Q: 3 clusters Score -2376434 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -2376478.750000 Penalty: 3005.417236
	Iteration 29Q: 3 clusters Score -2376479 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -2376521.000000 Penalty: 3005.417236
	Iteration 30Q: 3 clusters Score -2376521 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -2376563.750000 Penalty: 3005.417236
	Iteration 31Q: 3 clusters Score -2376564 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -2376614.000000 Penalty: 3005.417236
	Iteration 32Q: 3 clusters Score -2376614 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -2376653.750000 Penalty: 3005.417236
	Iteration 33Q: 3 clusters Score -2376654 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -2376704.750000 Penalty: 3005.417236
	Iteration 34Q: 3 clusters Score -2376705 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -2376749.500000 Penalty: 3005.417236
	Iteration 35Q: 3 clusters Score -2376750 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -2376791.250000 Penalty: 3005.417236
	Iteration 36Q: 3 clusters Score -2376791 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -2376810.000000 Penalty: 3005.417236
	Iteration 37Q: 3 clusters Score -2376810 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -2376852.750000 Penalty: 3005.417236
	Iteration 38Q: 3 clusters Score -2376853 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -2376880.250000 Penalty: 3005.417236
	Iteration 39Q: 3 clusters Score -2376880 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -2376914.750000 Penalty: 3005.417236
	Iteration 40F: 3 clusters Score -2376915 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -2376947.000000 Penalty: 3005.417236
	Iteration 41Q: 3 clusters Score -2376947 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -2376978.500000 Penalty: 3005.417236
	Iteration 42Q: 3 clusters Score -2376978 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -2377036.750000 Penalty: 3005.417236
	Iteration 43Q: 3 clusters Score -2377037 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -2377086.500000 Penalty: 3005.417236
	Iteration 44Q: 3 clusters Score -2377086 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -2377156.750000 Penalty: 3005.417236
	Iteration 45Q: 3 clusters Score -2377157 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -2377225.500000 Penalty: 3005.417236
	Iteration 46Q: 3 clusters Score -2377226 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -2377301.000000 Penalty: 3005.417236
	Iteration 47Q: 3 clusters Score -2377301 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -2377365.500000 Penalty: 3005.417236
	Iteration 48Q: 3 clusters Score -2377366 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -2377415.000000 Penalty: 3005.417236
	Iteration 49Q: 3 clusters Score -2377415 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -2377503.250000 Penalty: 3005.417236
	Iteration 50Q: 3 clusters Score -2377503 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -2377607.000000 Penalty: 3005.417236
	Iteration 51Q: 3 clusters Score -2377607 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -2377710.250000 Penalty: 3005.417236
	Iteration 52Q: 3 clusters Score -2377710 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -2377808.750000 Penalty: 3005.417236
	Iteration 53Q: 3 clusters Score -2377809 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -2377906.250000 Penalty: 3005.417236
	Iteration 54Q: 3 clusters Score -2377906 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -2377971.500000 Penalty: 3005.417236
	Iteration 55Q: 3 clusters Score -2377972 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -2378008.000000 Penalty: 3005.417236
	Iteration 56Q: 3 clusters Score -2378008 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -2378046.500000 Penalty: 3005.417236
	Iteration 57Q: 3 clusters Score -2378046 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -2378076.750000 Penalty: 3005.417236
	Iteration 58Q: 3 clusters Score -2378077 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -2378100.750000 Penalty: 3005.417236
	Iteration 59Q: 3 clusters Score -2378101 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -2378119.500000 Penalty: 3005.417236
	Iteration 60F: 3 clusters Score -2378120 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -2378119.250000 Penalty: 3005.417236
	Iteration 61Q: 3 clusters Score -2378119 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -2378128.000000 Penalty: 3005.417236
	Iteration 62Q: 3 clusters Score -2378128 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -2378132.000000 Penalty: 3005.417236
	Iteration 63Q: 3 clusters Score -2378132 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -2378141.000000 Penalty: 3005.417236
	Iteration 64Q: 3 clusters Score -2378141 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -2378144.750000 Penalty: 3005.417236
	Iteration 65Q: 3 clusters Score -2378145 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -2378154.250000 Penalty: 3005.417236
	Iteration 66Q: 3 clusters Score -2378154 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -2378157.250000 Penalty: 3005.417236
	Iteration 67Q: 3 clusters Score -2378157 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21696 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -2378161.750000 Penalty: 3005.417236
	Iteration 68Q: 3 clusters Score -2378162 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -2378170.000000 Penalty: 3005.417236
	Iteration 69Q: 3 clusters Score -2378170 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -2378169.000000 Penalty: 3005.417236
	Iteration 70Q: 3 clusters Score -2378169 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -2378167.750000 Penalty: 3005.417236
	Iteration 71Q: 3 clusters Score -2378168 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -2378170.500000 Penalty: 3005.417236
	Iteration 72Q: 3 clusters Score -2378170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -2378168.500000 Penalty: 3005.417236
	Iteration 73Q: 3 clusters Score -2378168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -2378168.750000 Penalty: 3005.417236
	Iteration 74Q: 3 clusters Score -2378169 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -2378174.000000 Penalty: 3005.417236
	Iteration 75Q: 3 clusters Score -2378174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -2378179.250000 Penalty: 3005.417236
	Iteration 76Q: 3 clusters Score -2378179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -2378178.000000 Penalty: 3005.417236
	Iteration 77Q: 3 clusters Score -2378178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -2378178.500000 Penalty: 3005.417236
	Iteration 78Q: 3 clusters Score -2378178 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -2378178.000000 Penalty: 3005.417236
	Iteration 79Q: 3 clusters Score -2378178 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -2378183.500000 Penalty: 3005.417236
	Iteration 80F: 3 clusters Score -2378184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -2378183.750000 Penalty: 3005.417236
	Iteration 81Q: 3 clusters Score -2378184 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -2378190.000000 Penalty: 3005.417236
	Iteration 82Q: 3 clusters Score -2378190 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -2378192.000000 Penalty: 3005.417236
	Iteration 83Q: 3 clusters Score -2378192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -2378200.000000 Penalty: 3005.417236
	Iteration 84Q: 3 clusters Score -2378200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -2378201.750000 Penalty: 3005.417236
	Iteration 85Q: 3 clusters Score -2378202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -2378207.000000 Penalty: 3005.417236
	Iteration 86Q: 3 clusters Score -2378207 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -2378205.250000 Penalty: 3005.417236
	Iteration 87Q: 3 clusters Score -2378205 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -2378211.500000 Penalty: 3005.417236
	Iteration 88Q: 3 clusters Score -2378212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -2378213.000000 Penalty: 3005.417236
	Iteration 89Q: 3 clusters Score -2378213 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -2378213.000000 Penalty: 3005.417236
	Iteration 90Q: 3 clusters Score -2378213 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2378218.750000 Penalty: 3005.417236
	Iteration 91Q: 3 clusters Score -2378219 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -2378220.250000 Penalty: 3005.417236
	Iteration 92Q: 3 clusters Score -2378220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -2378221.000000 Penalty: 3005.417236
	Iteration 93Q: 3 clusters Score -2378221 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -2378224.000000 Penalty: 3005.417236
	Iteration 94Q: 3 clusters Score -2378224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -2378223.500000 Penalty: 3005.417236
	Iteration 95Q: 3 clusters Score -2378224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -2378222.500000 Penalty: 3005.417236
	Iteration 96Q: 3 clusters Score -2378222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -2378225.500000 Penalty: 3005.417236
	Iteration 97Q: 3 clusters Score -2378226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -2378224.000000 Penalty: 3005.417236
	Iteration 98Q: 3 clusters Score -2378224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -2378222.250000 Penalty: 3005.417236
	Iteration 99Q: 3 clusters Score -2378222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -2378222.250000 Penalty: 3005.417236
	Iteration 100F: 3 clusters Score -2378222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Entering Unmasked Estep 
Score: -418472.500000 Penalty: 1234.563232
	Iteration 0F: 2 clusters Score -418472.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -415386.531250 Penalty: 2469.126465
	Iteration 0F: 3 clusters Score -415386.5 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -416245.437500 Penalty: 2469.126465
	Iteration 1F: 3 clusters Score -416245.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -416432.218750 Penalty: 2469.126465
	Iteration 2F: 3 clusters Score -416432.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -416537.093750 Penalty: 2469.126465
	Iteration 3Q: 3 clusters Score -416537.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -416601.625000 Penalty: 2469.126465
	Iteration 4Q: 3 clusters Score -416601.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -416649.718750 Penalty: 2469.126465
	Iteration 5Q: 3 clusters Score -416649.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -416699.031250 Penalty: 2469.126465
	Iteration 6Q: 3 clusters Score -416699 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -416750.406250 Penalty: 2469.126465
	Iteration 7Q: 3 clusters Score -416750.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -416794.000000 Penalty: 2469.126465
	Iteration 8Q: 3 clusters Score -416794 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -416835.343750 Penalty: 2469.126465
	Iteration 9Q: 3 clusters Score -416835.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -416887.062500 Penalty: 2469.126465
	Iteration 10Q: 3 clusters Score -416887.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -416923.875000 Penalty: 2469.126465
	Iteration 11Q: 3 clusters Score -416923.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -416960.750000 Penalty: 2469.126465
	Iteration 12Q: 3 clusters Score -416960.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -416998.093750 Penalty: 2469.126465
	Iteration 13Q: 3 clusters Score -416998.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -417038.781250 Penalty: 2469.126465
	Iteration 14Q: 3 clusters Score -417038.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -417078.843750 Penalty: 2469.126465
	Iteration 15Q: 3 clusters Score -417078.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -417118.625000 Penalty: 2469.126465
	Iteration 16Q: 3 clusters Score -417118.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -417155.343750 Penalty: 2469.126465
	Iteration 17Q: 3 clusters Score -417155.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -417192.906250 Penalty: 2469.126465
	Iteration 18Q: 3 clusters Score -417192.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -417213.812500 Penalty: 2469.126465
	Iteration 19Q: 3 clusters Score -417213.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -417233.437500 Penalty: 2469.126465
	Iteration 20F: 3 clusters Score -417233.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -417256.812500 Penalty: 2469.126465
	Iteration 21Q: 3 clusters Score -417256.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -417276.593750 Penalty: 2469.126465
	Iteration 22Q: 3 clusters Score -417276.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -417294.812500 Penalty: 2469.126465
	Iteration 23Q: 3 clusters Score -417294.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -417311.281250 Penalty: 2469.126465
	Iteration 24Q: 3 clusters Score -417311.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -417324.375000 Penalty: 2469.126465
	Iteration 25Q: 3 clusters Score -417324.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -417337.437500 Penalty: 2469.126465
	Iteration 26Q: 3 clusters Score -417337.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -417347.500000 Penalty: 2469.126465
	Iteration 27Q: 3 clusters Score -417347.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -417353.375000 Penalty: 2469.126465
	Iteration 28Q: 3 clusters Score -417353.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -417361.062500 Penalty: 2469.126465
	Iteration 29Q: 3 clusters Score -417361.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -417367.218750 Penalty: 2469.126465
	Iteration 30Q: 3 clusters Score -417367.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -417373.062500 Penalty: 2469.126465
	Iteration 31Q: 3 clusters Score -417373.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -417376.875000 Penalty: 2469.126465
	Iteration 32Q: 3 clusters Score -417376.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -417380.187500 Penalty: 2469.126465
	Iteration 33Q: 3 clusters Score -417380.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -417382.218750 Penalty: 2469.126465
	Iteration 34Q: 3 clusters Score -417382.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -417384.000000 Penalty: 2469.126465
	Iteration 35Q: 3 clusters Score -417384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -417386.000000 Penalty: 2469.126465
	Iteration 36Q: 3 clusters Score -417386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -417387.281250 Penalty: 2469.126465
	Iteration 37Q: 3 clusters Score -417387.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -417388.062500 Penalty: 2469.126465
	Iteration 38Q: 3 clusters Score -417388.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -417388.562500 Penalty: 2469.126465
	Iteration 39Q: 3 clusters Score -417388.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -417389.093750 Penalty: 2469.126465
	Iteration 40F: 3 clusters Score -417389.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -417391.343750 Penalty: 2469.126465
	Iteration 41Q: 3 clusters Score -417391.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -417392.968750 Penalty: 2469.126465
	Iteration 42Q: 3 clusters Score -417393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -417392.625000 Penalty: 2469.126465
	Iteration 43Q: 3 clusters Score -417392.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -417394.375000 Penalty: 2469.126465
	Iteration 44Q: 3 clusters Score -417394.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -417394.375000 Penalty: 2469.126465
	Iteration 45F: 3 clusters Score -417394.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Entering Unmasked Estep 
Score: -411614.093750 Penalty: 1247.760742
	Iteration 0F: 2 clusters Score -411614.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -408366.093750 Penalty: 2495.521484
	Iteration 0F: 3 clusters Score -408366.1 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -409362.468750 Penalty: 2495.521484
	Iteration 1F: 3 clusters Score -409362.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -409607.062500 Penalty: 2495.521484
	Iteration 2F: 3 clusters Score -409607.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -409817.625000 Penalty: 2495.521484
	Iteration 3F: 3 clusters Score -409817.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -409986.812500 Penalty: 2495.521484
	Iteration 4F: 3 clusters Score -409986.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -410109.781250 Penalty: 2495.521484
	Iteration 5Q: 3 clusters Score -410109.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -410213.031250 Penalty: 2495.521484
	Iteration 6Q: 3 clusters Score -410213 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -410291.937500 Penalty: 2495.521484
	Iteration 7Q: 3 clusters Score -410291.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -410370.156250 Penalty: 2495.521484
	Iteration 8Q: 3 clusters Score -410370.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -410451.656250 Penalty: 2495.521484
	Iteration 9Q: 3 clusters Score -410451.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -410519.000000 Penalty: 2495.521484
	Iteration 10Q: 3 clusters Score -410519 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -410574.531250 Penalty: 2495.521484
	Iteration 11Q: 3 clusters Score -410574.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -410634.187500 Penalty: 2495.521484
	Iteration 12Q: 3 clusters Score -410634.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -410708.718750 Penalty: 2495.521484
	Iteration 13Q: 3 clusters Score -410708.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -410777.937500 Penalty: 2495.521484
	Iteration 14Q: 3 clusters Score -410777.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -410847.093750 Penalty: 2495.521484
	Iteration 15Q: 3 clusters Score -410847.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -410900.437500 Penalty: 2495.521484
	Iteration 16Q: 3 clusters Score -410900.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -410947.937500 Penalty: 2495.521484
	Iteration 17Q: 3 clusters Score -410947.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -410990.312500 Penalty: 2495.521484
	Iteration 18Q: 3 clusters Score -410990.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -411016.843750 Penalty: 2495.521484
	Iteration 19Q: 3 clusters Score -411016.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -411035.468750 Penalty: 2495.521484
	Iteration 20F: 3 clusters Score -411035.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -411049.031250 Penalty: 2495.521484
	Iteration 21Q: 3 clusters Score -411049 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -411057.281250 Penalty: 2495.521484
	Iteration 22Q: 3 clusters Score -411057.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -411066.250000 Penalty: 2495.521484
	Iteration 23Q: 3 clusters Score -411066.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -411074.187500 Penalty: 2495.521484
	Iteration 24Q: 3 clusters Score -411074.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -411082.031250 Penalty: 2495.521484
	Iteration 25Q: 3 clusters Score -411082 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -411090.968750 Penalty: 2495.521484
	Iteration 26Q: 3 clusters Score -411091 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -411098.500000 Penalty: 2495.521484
	Iteration 27Q: 3 clusters Score -411098.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -411106.281250 Penalty: 2495.521484
	Iteration 28Q: 3 clusters Score -411106.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -411113.437500 Penalty: 2495.521484
	Iteration 29Q: 3 clusters Score -411113.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -411117.781250 Penalty: 2495.521484
	Iteration 30Q: 3 clusters Score -411117.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -411120.750000 Penalty: 2495.521484
	Iteration 31Q: 3 clusters Score -411120.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -411124.750000 Penalty: 2495.521484
	Iteration 32Q: 3 clusters Score -411124.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -411128.843750 Penalty: 2495.521484
	Iteration 33Q: 3 clusters Score -411128.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -411130.875000 Penalty: 2495.521484
	Iteration 34Q: 3 clusters Score -411130.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -411133.531250 Penalty: 2495.521484
	Iteration 35Q: 3 clusters Score -411133.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -411134.093750 Penalty: 2495.521484
	Iteration 36Q: 3 clusters Score -411134.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -411137.562500 Penalty: 2495.521484
	Iteration 37Q: 3 clusters Score -411137.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -411141.062500 Penalty: 2495.521484
	Iteration 38Q: 3 clusters Score -411141.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -411142.812500 Penalty: 2495.521484
	Iteration 39Q: 3 clusters Score -411142.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -411144.062500 Penalty: 2495.521484
	Iteration 40F: 3 clusters Score -411144.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -411145.531250 Penalty: 2495.521484
	Iteration 41Q: 3 clusters Score -411145.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -411145.531250 Penalty: 2495.521484
	Iteration 42F: 3 clusters Score -411145.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Entering Unmasked Estep 
Score: -296786.937500 Penalty: 1183.871582
	Iteration 0F: 2 clusters Score -296786.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -294401.343750 Penalty: 2367.743164
	Iteration 0F: 3 clusters Score -294401.3 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -295018.687500 Penalty: 2367.743164
	Iteration 1F: 3 clusters Score -295018.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -295173.093750 Penalty: 2367.743164
	Iteration 2F: 3 clusters Score -295173.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -295259.625000 Penalty: 2367.743164
	Iteration 3Q: 3 clusters Score -295259.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -295315.625000 Penalty: 2367.743164
	Iteration 4Q: 3 clusters Score -295315.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -295349.000000 Penalty: 2367.743164
	Iteration 5Q: 3 clusters Score -295349 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -295371.625000 Penalty: 2367.743164
	Iteration 6Q: 3 clusters Score -295371.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -295389.468750 Penalty: 2367.743164
	Iteration 7Q: 3 clusters Score -295389.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -295402.656250 Penalty: 2367.743164
	Iteration 8Q: 3 clusters Score -295402.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -295411.812500 Penalty: 2367.743164
	Iteration 9Q: 3 clusters Score -295411.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -295420.125000 Penalty: 2367.743164
	Iteration 10Q: 3 clusters Score -295420.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -295429.812500 Penalty: 2367.743164
	Iteration 11Q: 3 clusters Score -295429.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -295437.375000 Penalty: 2367.743164
	Iteration 12Q: 3 clusters Score -295437.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -295442.500000 Penalty: 2367.743164
	Iteration 13Q: 3 clusters Score -295442.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -295446.000000 Penalty: 2367.743164
	Iteration 14Q: 3 clusters Score -295446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -295449.968750 Penalty: 2367.743164
	Iteration 15Q: 3 clusters Score -295450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -295451.781250 Penalty: 2367.743164
	Iteration 16Q: 3 clusters Score -295451.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -295453.062500 Penalty: 2367.743164
	Iteration 17Q: 3 clusters Score -295453.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -295454.875000 Penalty: 2367.743164
	Iteration 18Q: 3 clusters Score -295454.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -295455.781250 Penalty: 2367.743164
	Iteration 19Q: 3 clusters Score -295455.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -295456.843750 Penalty: 2367.743164
	Iteration 20F: 3 clusters Score -295456.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -295458.656250 Penalty: 2367.743164
	Iteration 21Q: 3 clusters Score -295458.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -295459.343750 Penalty: 2367.743164
	Iteration 22Q: 3 clusters Score -295459.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -295459.343750 Penalty: 2367.743164
	Iteration 23F: 3 clusters Score -295459.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (37952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37952 members 
Entering Unmasked Estep 
Score: -3939335.500000 Penalty: 1568.958862
	Iteration 0F: 2 clusters Score -3939336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -3914491.000000 Penalty: 3137.917725
	Iteration 0F: 3 clusters Score -3914491 nChanged 17358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -3924037.250000 Penalty: 3137.917725
	Iteration 1F: 3 clusters Score -3924037 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -3924524.750000 Penalty: 3137.917725
	Iteration 2Q: 3 clusters Score -3924525 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -3925039.750000 Penalty: 3137.917725
	Iteration 3Q: 3 clusters Score -3925040 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -3925600.000000 Penalty: 3137.917725
	Iteration 4Q: 3 clusters Score -3925600 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 22306 members 
Entering Unmasked Estep 
Score: -3926419.000000 Penalty: 3137.917725
	Iteration 5Q: 3 clusters Score -3926419 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 23895 members 
Entering Unmasked Estep 
Score: -3927607.250000 Penalty: 3137.917725
	Iteration 6F: 3 clusters Score -3927607 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 25841 members 
Entering Unmasked Estep 
Score: -3929193.500000 Penalty: 3137.917725
	Iteration 7F: 3 clusters Score -3929194 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 27983 members 
Entering Unmasked Estep 
Score: -3931045.750000 Penalty: 3137.917725
	Iteration 8F: 3 clusters Score -3931046 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 30088 members 
Entering Unmasked Estep 
Score: -3932777.750000 Penalty: 3137.917725
	Iteration 9F: 3 clusters Score -3932778 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 31914 members 
Entering Unmasked Estep 
Score: -3934228.750000 Penalty: 3137.917725
	Iteration 10F: 3 clusters Score -3934229 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 33384 members 
Entering Unmasked Estep 
Score: -3935300.000000 Penalty: 3137.917725
	Iteration 11Q: 3 clusters Score -3935300 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 34516 members 
Entering Unmasked Estep 
Score: -3936084.750000 Penalty: 3137.917725
	Iteration 12Q: 3 clusters Score -3936085 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 35391 members 
Entering Unmasked Estep 
Score: -3936692.750000 Penalty: 3137.917725
	Iteration 13Q: 3 clusters Score -3936693 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 36001 members 
Entering Unmasked Estep 
Score: -3937103.500000 Penalty: 3137.917725
	Iteration 14Q: 3 clusters Score -3937104 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 36428 members 
Entering Unmasked Estep 
Score: -3937408.250000 Penalty: 3137.917725
	Iteration 15Q: 3 clusters Score -3937408 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 36718 members 
Entering Unmasked Estep 
Score: -3937612.000000 Penalty: 3137.917725
	Iteration 16Q: 3 clusters Score -3937612 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 36895 members 
Entering Unmasked Estep 
Score: -3937734.750000 Penalty: 3137.917725
	Iteration 17Q: 3 clusters Score -3937735 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 37016 members 
Entering Unmasked Estep 
Score: -3937848.750000 Penalty: 3137.917725
	Iteration 18Q: 3 clusters Score -3937849 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 37104 members 
Entering Unmasked Estep 
Score: -3937940.500000 Penalty: 3137.917725
	Iteration 19Q: 3 clusters Score -3937940 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 37175 members 
Entering Unmasked Estep 
Score: -3938003.500000 Penalty: 3137.917725
	Iteration 20F: 3 clusters Score -3938004 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 37232 members 
Entering Unmasked Estep 
Score: -3938049.750000 Penalty: 3137.917725
	Iteration 21Q: 3 clusters Score -3938050 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 37269 members 
Entering Unmasked Estep 
Score: -3938079.250000 Penalty: 3137.917725
	Iteration 22Q: 3 clusters Score -3938079 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 37299 members 
Entering Unmasked Estep 
Score: -3938108.000000 Penalty: 3137.917725
	Iteration 23Q: 3 clusters Score -3938108 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 37320 members 
Entering Unmasked Estep 
Score: -3938125.750000 Penalty: 3137.917725
	Iteration 24Q: 3 clusters Score -3938126 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 37332 members 
Entering Unmasked Estep 
Score: -3938147.250000 Penalty: 3137.917725
	Iteration 25Q: 3 clusters Score -3938147 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 37340 members 
Entering Unmasked Estep 
Score: -3938154.250000 Penalty: 3137.917725
	Iteration 26Q: 3 clusters Score -3938154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 37349 members 
Entering Unmasked Estep 
Score: -3938154.250000 Penalty: 3137.917725
	Iteration 27Q: 3 clusters Score -3938154 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 37360 members 
Entering Unmasked Estep 
Score: -3938171.250000 Penalty: 3137.917725
	Iteration 28Q: 3 clusters Score -3938171 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 37363 members 
Entering Unmasked Estep 
Score: -3938182.500000 Penalty: 3137.917725
	Iteration 29Q: 3 clusters Score -3938182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 37372 members 
Entering Unmasked Estep 
Score: -3938196.500000 Penalty: 3137.917725
	Iteration 30Q: 3 clusters Score -3938196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 37378 members 
Entering Unmasked Estep 
Score: -3938211.500000 Penalty: 3137.917725
	Iteration 31Q: 3 clusters Score -3938212 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 37387 members 
Entering Unmasked Estep 
Score: -3938221.000000 Penalty: 3137.917725
	Iteration 32Q: 3 clusters Score -3938221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 37391 members 
Entering Unmasked Estep 
Score: -3938226.000000 Penalty: 3137.917725
	Iteration 33Q: 3 clusters Score -3938226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 37394 members 
Entering Unmasked Estep 
Score: -3938230.750000 Penalty: 3137.917725
	Iteration 34Q: 3 clusters Score -3938231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 37398 members 
Entering Unmasked Estep 
Score: -3938239.250000 Penalty: 3137.917725
	Iteration 35Q: 3 clusters Score -3938239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 37402 members 
Entering Unmasked Estep 
Score: -3938245.750000 Penalty: 3137.917725
	Iteration 36Q: 3 clusters Score -3938246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 37407 members 
Entering Unmasked Estep 
Score: -3938255.500000 Penalty: 3137.917725
	Iteration 37Q: 3 clusters Score -3938256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 37408 members 
Entering Unmasked Estep 
Score: -3938253.500000 Penalty: 3137.917725
	Iteration 38Q: 3 clusters Score -3938254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 37411 members 
Entering Unmasked Estep 
Score: -3938257.750000 Penalty: 3137.917725
	Iteration 39Q: 3 clusters Score -3938258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 37411 members 
Entering Unmasked Estep 
Score: -3938257.750000 Penalty: 3137.917725
	Iteration 40F: 3 clusters Score -3938258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (35050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35050 members 
Entering Unmasked Estep 
Score: -3629103.250000 Penalty: 1557.122192
	Iteration 0F: 2 clusters Score -3629103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -3606194.000000 Penalty: 3114.244385
	Iteration 0F: 3 clusters Score -3606194 nChanged 15883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -3614915.500000 Penalty: 3114.244385
	Iteration 1F: 3 clusters Score -3614916 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -3615686.750000 Penalty: 3114.244385
	Iteration 2F: 3 clusters Score -3615687 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -3616571.500000 Penalty: 3114.244385
	Iteration 3F: 3 clusters Score -3616572 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -3617714.250000 Penalty: 3114.244385
	Iteration 4F: 3 clusters Score -3617714 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -3618992.500000 Penalty: 3114.244385
	Iteration 5F: 3 clusters Score -3618992 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -3620239.250000 Penalty: 3114.244385
	Iteration 6F: 3 clusters Score -3620239 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -3621382.000000 Penalty: 3114.244385
	Iteration 7F: 3 clusters Score -3621382 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24935 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -3622428.500000 Penalty: 3114.244385
	Iteration 8Q: 3 clusters Score -3622428 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25964 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -3623369.750000 Penalty: 3114.244385
	Iteration 9Q: 3 clusters Score -3623370 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26829 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -3624125.000000 Penalty: 3114.244385
	Iteration 10Q: 3 clusters Score -3624125 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27545 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -3624676.000000 Penalty: 3114.244385
	Iteration 11Q: 3 clusters Score -3624676 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28243 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -3625149.000000 Penalty: 3114.244385
	Iteration 12Q: 3 clusters Score -3625149 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28864 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -3625473.500000 Penalty: 3114.244385
	Iteration 13Q: 3 clusters Score -3625474 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29419 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -3625743.500000 Penalty: 3114.244385
	Iteration 14Q: 3 clusters Score -3625744 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29921 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -3625966.500000 Penalty: 3114.244385
	Iteration 15Q: 3 clusters Score -3625966 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30383 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -3626168.000000 Penalty: 3114.244385
	Iteration 16Q: 3 clusters Score -3626168 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30831 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -3626387.500000 Penalty: 3114.244385
	Iteration 17Q: 3 clusters Score -3626388 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31257 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -3626585.000000 Penalty: 3114.244385
	Iteration 18Q: 3 clusters Score -3626585 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31617 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -3626772.750000 Penalty: 3114.244385
	Iteration 19Q: 3 clusters Score -3626773 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31938 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -3626923.750000 Penalty: 3114.244385
	Iteration 20F: 3 clusters Score -3626924 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32211 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -3627020.000000 Penalty: 3114.244385
	Iteration 21Q: 3 clusters Score -3627020 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32468 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -3627122.000000 Penalty: 3114.244385
	Iteration 22Q: 3 clusters Score -3627122 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32687 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -3627237.750000 Penalty: 3114.244385
	Iteration 23Q: 3 clusters Score -3627238 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32900 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -3627325.500000 Penalty: 3114.244385
	Iteration 24Q: 3 clusters Score -3627326 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33071 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -3627405.000000 Penalty: 3114.244385
	Iteration 25Q: 3 clusters Score -3627405 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33212 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -3627471.500000 Penalty: 3114.244385
	Iteration 26Q: 3 clusters Score -3627472 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33330 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -3627527.500000 Penalty: 3114.244385
	Iteration 27Q: 3 clusters Score -3627528 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33437 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -3627574.750000 Penalty: 3114.244385
	Iteration 28Q: 3 clusters Score -3627575 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33536 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -3627625.000000 Penalty: 3114.244385
	Iteration 29Q: 3 clusters Score -3627625 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33619 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -3627659.250000 Penalty: 3114.244385
	Iteration 30Q: 3 clusters Score -3627659 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33697 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3627691.250000 Penalty: 3114.244385
	Iteration 31Q: 3 clusters Score -3627691 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33746 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -3627717.750000 Penalty: 3114.244385
	Iteration 32Q: 3 clusters Score -3627718 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33786 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3627732.750000 Penalty: 3114.244385
	Iteration 33Q: 3 clusters Score -3627733 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33826 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -3627747.750000 Penalty: 3114.244385
	Iteration 34Q: 3 clusters Score -3627748 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33857 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -3627759.750000 Penalty: 3114.244385
	Iteration 35Q: 3 clusters Score -3627760 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33878 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -3627762.000000 Penalty: 3114.244385
	Iteration 36Q: 3 clusters Score -3627762 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33897 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -3627779.250000 Penalty: 3114.244385
	Iteration 37Q: 3 clusters Score -3627779 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33912 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -3627782.750000 Penalty: 3114.244385
	Iteration 38Q: 3 clusters Score -3627783 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33930 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3627796.500000 Penalty: 3114.244385
	Iteration 39Q: 3 clusters Score -3627796 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33952 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -3627798.750000 Penalty: 3114.244385
	Iteration 40F: 3 clusters Score -3627799 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33974 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -3627806.750000 Penalty: 3114.244385
	Iteration 41Q: 3 clusters Score -3627807 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34000 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -3627820.250000 Penalty: 3114.244385
	Iteration 42Q: 3 clusters Score -3627820 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34023 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -3627834.250000 Penalty: 3114.244385
	Iteration 43Q: 3 clusters Score -3627834 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34046 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -3627846.500000 Penalty: 3114.244385
	Iteration 44Q: 3 clusters Score -3627846 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34066 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -3627859.000000 Penalty: 3114.244385
	Iteration 45Q: 3 clusters Score -3627859 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34090 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3627871.500000 Penalty: 3114.244385
	Iteration 46Q: 3 clusters Score -3627872 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34108 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -3627877.500000 Penalty: 3114.244385
	Iteration 47Q: 3 clusters Score -3627878 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34121 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -3627867.000000 Penalty: 3114.244385
	Iteration 48Q: 3 clusters Score -3627867 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34131 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -3627875.500000 Penalty: 3114.244385
	Iteration 49Q: 3 clusters Score -3627876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34137 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -3627874.750000 Penalty: 3114.244385
	Iteration 50Q: 3 clusters Score -3627875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34139 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -3627880.750000 Penalty: 3114.244385
	Iteration 51Q: 3 clusters Score -3627881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34143 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3627877.250000 Penalty: 3114.244385
	Iteration 52Q: 3 clusters Score -3627877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34147 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -3627874.000000 Penalty: 3114.244385
	Iteration 53Q: 3 clusters Score -3627874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34149 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -3627881.250000 Penalty: 3114.244385
	Iteration 54Q: 3 clusters Score -3627881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34153 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -3627884.500000 Penalty: 3114.244385
	Iteration 55Q: 3 clusters Score -3627884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34156 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -3627885.000000 Penalty: 3114.244385
	Iteration 56Q: 3 clusters Score -3627885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34158 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -3627888.250000 Penalty: 3114.244385
	Iteration 57Q: 3 clusters Score -3627888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34161 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3627886.000000 Penalty: 3114.244385
	Iteration 58Q: 3 clusters Score -3627886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34165 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -3627888.500000 Penalty: 3114.244385
	Iteration 59Q: 3 clusters Score -3627888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34169 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -3627889.500000 Penalty: 3114.244385
	Iteration 60F: 3 clusters Score -3627890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34171 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -3627890.500000 Penalty: 3114.244385
	Iteration 61Q: 3 clusters Score -3627890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34173 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -3627897.000000 Penalty: 3114.244385
	Iteration 62Q: 3 clusters Score -3627897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34174 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -3627897.750000 Penalty: 3114.244385
	Iteration 63Q: 3 clusters Score -3627898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34176 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -3627898.750000 Penalty: 3114.244385
	Iteration 64Q: 3 clusters Score -3627899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34180 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -3627898.000000 Penalty: 3114.244385
	Iteration 65Q: 3 clusters Score -3627898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34182 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -3627902.500000 Penalty: 3114.244385
	Iteration 66Q: 3 clusters Score -3627902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34185 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3627903.750000 Penalty: 3114.244385
	Iteration 67Q: 3 clusters Score -3627904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34189 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -3627910.500000 Penalty: 3114.244385
	Iteration 68Q: 3 clusters Score -3627910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34193 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -3627915.000000 Penalty: 3114.244385
	Iteration 69Q: 3 clusters Score -3627915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34197 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -3627915.500000 Penalty: 3114.244385
	Iteration 70Q: 3 clusters Score -3627916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34201 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -3627919.500000 Penalty: 3114.244385
	Iteration 71Q: 3 clusters Score -3627920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34204 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3627919.500000 Penalty: 3114.244385
	Iteration 72Q: 3 clusters Score -3627920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34207 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -3627923.000000 Penalty: 3114.244385
	Iteration 73Q: 3 clusters Score -3627923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34210 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3627920.500000 Penalty: 3114.244385
	Iteration 74Q: 3 clusters Score -3627920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34212 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -3627922.500000 Penalty: 3114.244385
	Iteration 75Q: 3 clusters Score -3627922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34211 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -3627922.000000 Penalty: 3114.244385
	Iteration 76Q: 3 clusters Score -3627922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34211 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -3627922.000000 Penalty: 3114.244385
	Iteration 77F: 3 clusters Score -3627922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Entering Unmasked Estep 
Score: -1155452.250000 Penalty: 1385.113159
	Iteration 0F: 2 clusters Score -1155452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1147977.875000 Penalty: 2770.226318
	Iteration 0F: 3 clusters Score -1147978 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1150524.500000 Penalty: 2770.226318
	Iteration 1F: 3 clusters Score -1150524 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1150930.250000 Penalty: 2770.226318
	Iteration 2F: 3 clusters Score -1150930 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1151266.250000 Penalty: 2770.226318
	Iteration 3F: 3 clusters Score -1151266 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1151554.125000 Penalty: 2770.226318
	Iteration 4Q: 3 clusters Score -1151554 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1151799.125000 Penalty: 2770.226318
	Iteration 5Q: 3 clusters Score -1151799 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1152050.000000 Penalty: 2770.226318
	Iteration 6Q: 3 clusters Score -1152050 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1152284.250000 Penalty: 2770.226318
	Iteration 7Q: 3 clusters Score -1152284 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1152512.250000 Penalty: 2770.226318
	Iteration 8Q: 3 clusters Score -1152512 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1152713.750000 Penalty: 2770.226318
	Iteration 9Q: 3 clusters Score -1152714 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1152898.250000 Penalty: 2770.226318
	Iteration 10Q: 3 clusters Score -1152898 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1153083.000000 Penalty: 2770.226318
	Iteration 11Q: 3 clusters Score -1153083 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1153248.500000 Penalty: 2770.226318
	Iteration 12Q: 3 clusters Score -1153248 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1153397.125000 Penalty: 2770.226318
	Iteration 13Q: 3 clusters Score -1153397 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1153518.625000 Penalty: 2770.226318
	Iteration 14Q: 3 clusters Score -1153519 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1153611.125000 Penalty: 2770.226318
	Iteration 15Q: 3 clusters Score -1153611 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1153668.750000 Penalty: 2770.226318
	Iteration 16Q: 3 clusters Score -1153669 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1153727.750000 Penalty: 2770.226318
	Iteration 17Q: 3 clusters Score -1153728 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1153773.125000 Penalty: 2770.226318
	Iteration 18Q: 3 clusters Score -1153773 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1153820.000000 Penalty: 2770.226318
	Iteration 19Q: 3 clusters Score -1153820 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1153864.750000 Penalty: 2770.226318
	Iteration 20F: 3 clusters Score -1153865 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1153904.500000 Penalty: 2770.226318
	Iteration 21Q: 3 clusters Score -1153904 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1153937.750000 Penalty: 2770.226318
	Iteration 22Q: 3 clusters Score -1153938 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1153959.750000 Penalty: 2770.226318
	Iteration 23Q: 3 clusters Score -1153960 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1153995.375000 Penalty: 2770.226318
	Iteration 24Q: 3 clusters Score -1153995 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1154024.625000 Penalty: 2770.226318
	Iteration 25Q: 3 clusters Score -1154025 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1154057.375000 Penalty: 2770.226318
	Iteration 26Q: 3 clusters Score -1154057 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1154085.250000 Penalty: 2770.226318
	Iteration 27Q: 3 clusters Score -1154085 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1154106.875000 Penalty: 2770.226318
	Iteration 28Q: 3 clusters Score -1154107 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1154136.250000 Penalty: 2770.226318
	Iteration 29Q: 3 clusters Score -1154136 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1154156.000000 Penalty: 2770.226318
	Iteration 30Q: 3 clusters Score -1154156 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1154182.750000 Penalty: 2770.226318
	Iteration 31Q: 3 clusters Score -1154183 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1154210.000000 Penalty: 2770.226318
	Iteration 32Q: 3 clusters Score -1154210 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1154231.000000 Penalty: 2770.226318
	Iteration 33Q: 3 clusters Score -1154231 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1154245.000000 Penalty: 2770.226318
	Iteration 34Q: 3 clusters Score -1154245 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1154265.500000 Penalty: 2770.226318
	Iteration 35Q: 3 clusters Score -1154266 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1154285.375000 Penalty: 2770.226318
	Iteration 36Q: 3 clusters Score -1154285 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1154302.625000 Penalty: 2770.226318
	Iteration 37Q: 3 clusters Score -1154303 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1154320.500000 Penalty: 2770.226318
	Iteration 38Q: 3 clusters Score -1154320 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1154340.125000 Penalty: 2770.226318
	Iteration 39Q: 3 clusters Score -1154340 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1154349.750000 Penalty: 2770.226318
	Iteration 40F: 3 clusters Score -1154350 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1154364.250000 Penalty: 2770.226318
	Iteration 41Q: 3 clusters Score -1154364 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1154368.750000 Penalty: 2770.226318
	Iteration 42Q: 3 clusters Score -1154369 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1154383.875000 Penalty: 2770.226318
	Iteration 43Q: 3 clusters Score -1154384 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1154390.625000 Penalty: 2770.226318
	Iteration 44Q: 3 clusters Score -1154391 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1154398.750000 Penalty: 2770.226318
	Iteration 45Q: 3 clusters Score -1154399 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1154406.000000 Penalty: 2770.226318
	Iteration 46Q: 3 clusters Score -1154406 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1154412.625000 Penalty: 2770.226318
	Iteration 47Q: 3 clusters Score -1154413 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1154420.000000 Penalty: 2770.226318
	Iteration 48Q: 3 clusters Score -1154420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1154422.500000 Penalty: 2770.226318
	Iteration 49Q: 3 clusters Score -1154422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1154428.000000 Penalty: 2770.226318
	Iteration 50Q: 3 clusters Score -1154428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1154430.625000 Penalty: 2770.226318
	Iteration 51Q: 3 clusters Score -1154431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1154429.750000 Penalty: 2770.226318
	Iteration 52Q: 3 clusters Score -1154430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1154433.125000 Penalty: 2770.226318
	Iteration 53Q: 3 clusters Score -1154433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1154433.250000 Penalty: 2770.226318
	Iteration 54Q: 3 clusters Score -1154433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1154434.750000 Penalty: 2770.226318
	Iteration 55Q: 3 clusters Score -1154435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1154433.875000 Penalty: 2770.226318
	Iteration 56Q: 3 clusters Score -1154434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1154436.750000 Penalty: 2770.226318
	Iteration 57Q: 3 clusters Score -1154437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1154437.000000 Penalty: 2770.226318
	Iteration 58Q: 3 clusters Score -1154437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1154439.625000 Penalty: 2770.226318
	Iteration 59Q: 3 clusters Score -1154440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1154443.875000 Penalty: 2770.226318
	Iteration 60F: 3 clusters Score -1154444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1154445.125000 Penalty: 2770.226318
	Iteration 61Q: 3 clusters Score -1154445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1154448.125000 Penalty: 2770.226318
	Iteration 62Q: 3 clusters Score -1154448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1154450.500000 Penalty: 2770.226318
	Iteration 63Q: 3 clusters Score -1154450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1154453.000000 Penalty: 2770.226318
	Iteration 64Q: 3 clusters Score -1154453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1154455.750000 Penalty: 2770.226318
	Iteration 65Q: 3 clusters Score -1154456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1154459.750000 Penalty: 2770.226318
	Iteration 66Q: 3 clusters Score -1154460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1154460.125000 Penalty: 2770.226318
	Iteration 67Q: 3 clusters Score -1154460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1154465.125000 Penalty: 2770.226318
	Iteration 68Q: 3 clusters Score -1154465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1154465.500000 Penalty: 2770.226318
	Iteration 69Q: 3 clusters Score -1154466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1154469.750000 Penalty: 2770.226318
	Iteration 70Q: 3 clusters Score -1154470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1154469.250000 Penalty: 2770.226318
	Iteration 71Q: 3 clusters Score -1154469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1154474.500000 Penalty: 2770.226318
	Iteration 72Q: 3 clusters Score -1154474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1154478.500000 Penalty: 2770.226318
	Iteration 73Q: 3 clusters Score -1154478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1154478.875000 Penalty: 2770.226318
	Iteration 74Q: 3 clusters Score -1154479 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1154486.375000 Penalty: 2770.226318
	Iteration 75Q: 3 clusters Score -1154486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1154490.875000 Penalty: 2770.226318
	Iteration 76Q: 3 clusters Score -1154491 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1154495.500000 Penalty: 2770.226318
	Iteration 77Q: 3 clusters Score -1154496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1154497.250000 Penalty: 2770.226318
	Iteration 78Q: 3 clusters Score -1154497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1154499.500000 Penalty: 2770.226318
	Iteration 79Q: 3 clusters Score -1154500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1154500.500000 Penalty: 2770.226318
	Iteration 80F: 3 clusters Score -1154500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1154499.500000 Penalty: 2770.226318
	Iteration 81Q: 3 clusters Score -1154500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1154503.000000 Penalty: 2770.226318
	Iteration 82Q: 3 clusters Score -1154503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1154504.875000 Penalty: 2770.226318
	Iteration 83Q: 3 clusters Score -1154505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1154508.875000 Penalty: 2770.226318
	Iteration 84Q: 3 clusters Score -1154509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1154510.625000 Penalty: 2770.226318
	Iteration 85Q: 3 clusters Score -1154511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1154515.500000 Penalty: 2770.226318
	Iteration 86Q: 3 clusters Score -1154516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1154517.875000 Penalty: 2770.226318
	Iteration 87Q: 3 clusters Score -1154518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1154518.125000 Penalty: 2770.226318
	Iteration 88Q: 3 clusters Score -1154518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1154519.000000 Penalty: 2770.226318
	Iteration 89Q: 3 clusters Score -1154519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1154520.750000 Penalty: 2770.226318
	Iteration 90Q: 3 clusters Score -1154521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1154523.500000 Penalty: 2770.226318
	Iteration 91Q: 3 clusters Score -1154524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1154522.625000 Penalty: 2770.226318
	Iteration 92Q: 3 clusters Score -1154523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1154522.625000 Penalty: 2770.226318
	Iteration 93F: 3 clusters Score -1154523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Entering Unmasked Estep 
Score: -710161.687500 Penalty: 1325.291504
	Iteration 0F: 2 clusters Score -710161.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -704974.062500 Penalty: 2650.583008
	Iteration 0F: 3 clusters Score -704974.1 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -706636.437500 Penalty: 2650.583008
	Iteration 1F: 3 clusters Score -706636.4 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -706968.437500 Penalty: 2650.583008
	Iteration 2F: 3 clusters Score -706968.4 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -707224.375000 Penalty: 2650.583008
	Iteration 3F: 3 clusters Score -707224.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -707409.375000 Penalty: 2650.583008
	Iteration 4Q: 3 clusters Score -707409.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -707570.250000 Penalty: 2650.583008
	Iteration 5Q: 3 clusters Score -707570.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -707693.500000 Penalty: 2650.583008
	Iteration 6Q: 3 clusters Score -707693.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -707816.250000 Penalty: 2650.583008
	Iteration 7Q: 3 clusters Score -707816.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -707937.375000 Penalty: 2650.583008
	Iteration 8Q: 3 clusters Score -707937.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -708066.000000 Penalty: 2650.583008
	Iteration 9Q: 3 clusters Score -708066 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -708207.000000 Penalty: 2650.583008
	Iteration 10Q: 3 clusters Score -708207 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -708336.687500 Penalty: 2650.583008
	Iteration 11Q: 3 clusters Score -708336.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -708461.125000 Penalty: 2650.583008
	Iteration 12Q: 3 clusters Score -708461.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -708550.312500 Penalty: 2650.583008
	Iteration 13Q: 3 clusters Score -708550.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -708628.125000 Penalty: 2650.583008
	Iteration 14Q: 3 clusters Score -708628.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -708694.125000 Penalty: 2650.583008
	Iteration 15Q: 3 clusters Score -708694.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -708757.375000 Penalty: 2650.583008
	Iteration 16Q: 3 clusters Score -708757.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -708816.500000 Penalty: 2650.583008
	Iteration 17Q: 3 clusters Score -708816.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -708869.187500 Penalty: 2650.583008
	Iteration 18Q: 3 clusters Score -708869.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -708916.812500 Penalty: 2650.583008
	Iteration 19Q: 3 clusters Score -708916.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -708952.750000 Penalty: 2650.583008
	Iteration 20F: 3 clusters Score -708952.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -708990.187500 Penalty: 2650.583008
	Iteration 21Q: 3 clusters Score -708990.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -709029.750000 Penalty: 2650.583008
	Iteration 22Q: 3 clusters Score -709029.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -709070.687500 Penalty: 2650.583008
	Iteration 23Q: 3 clusters Score -709070.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -709096.062500 Penalty: 2650.583008
	Iteration 24Q: 3 clusters Score -709096.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -709121.937500 Penalty: 2650.583008
	Iteration 25Q: 3 clusters Score -709121.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -709139.812500 Penalty: 2650.583008
	Iteration 26Q: 3 clusters Score -709139.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -709147.437500 Penalty: 2650.583008
	Iteration 27Q: 3 clusters Score -709147.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -709159.187500 Penalty: 2650.583008
	Iteration 28Q: 3 clusters Score -709159.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -709174.187500 Penalty: 2650.583008
	Iteration 29Q: 3 clusters Score -709174.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -709182.625000 Penalty: 2650.583008
	Iteration 30Q: 3 clusters Score -709182.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -709196.375000 Penalty: 2650.583008
	Iteration 31Q: 3 clusters Score -709196.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -709201.875000 Penalty: 2650.583008
	Iteration 32Q: 3 clusters Score -709201.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -709210.000000 Penalty: 2650.583008
	Iteration 33Q: 3 clusters Score -709210 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -709215.875000 Penalty: 2650.583008
	Iteration 34Q: 3 clusters Score -709215.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -709221.562500 Penalty: 2650.583008
	Iteration 35Q: 3 clusters Score -709221.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -709224.812500 Penalty: 2650.583008
	Iteration 36Q: 3 clusters Score -709224.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -709229.187500 Penalty: 2650.583008
	Iteration 37Q: 3 clusters Score -709229.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -709231.312500 Penalty: 2650.583008
	Iteration 38Q: 3 clusters Score -709231.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -709234.250000 Penalty: 2650.583008
	Iteration 39Q: 3 clusters Score -709234.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -709236.687500 Penalty: 2650.583008
	Iteration 40F: 3 clusters Score -709236.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -709237.250000 Penalty: 2650.583008
	Iteration 41Q: 3 clusters Score -709237.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -709238.250000 Penalty: 2650.583008
	Iteration 42Q: 3 clusters Score -709238.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -709236.875000 Penalty: 2650.583008
	Iteration 43Q: 3 clusters Score -709236.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -709237.125000 Penalty: 2650.583008
	Iteration 44Q: 3 clusters Score -709237.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -709237.125000 Penalty: 2650.583008
	Iteration 45F: 3 clusters Score -709237.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Entering Unmasked Estep 
Score: -115928.109375 Penalty: 1080.574829
	Iteration 0F: 2 clusters Score -115928.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -114460.484375 Penalty: 2161.149658
	Iteration 0F: 3 clusters Score -114460.5 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -114941.796875 Penalty: 2161.149658
	Iteration 1F: 3 clusters Score -114941.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -115126.789062 Penalty: 2161.149658
	Iteration 2F: 3 clusters Score -115126.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -115263.234375 Penalty: 2161.149658
	Iteration 3F: 3 clusters Score -115263.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -115325.453125 Penalty: 2161.149658
	Iteration 4Q: 3 clusters Score -115325.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -115367.843750 Penalty: 2161.149658
	Iteration 5Q: 3 clusters Score -115367.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -115409.429688 Penalty: 2161.149658
	Iteration 6Q: 3 clusters Score -115409.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -115448.906250 Penalty: 2161.149658
	Iteration 7Q: 3 clusters Score -115448.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -115483.523438 Penalty: 2161.149658
	Iteration 8Q: 3 clusters Score -115483.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -115517.148438 Penalty: 2161.149658
	Iteration 9Q: 3 clusters Score -115517.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -115548.828125 Penalty: 2161.149658
	Iteration 10Q: 3 clusters Score -115548.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -115579.328125 Penalty: 2161.149658
	Iteration 11Q: 3 clusters Score -115579.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -115625.781250 Penalty: 2161.149658
	Iteration 12Q: 3 clusters Score -115625.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -115650.242188 Penalty: 2161.149658
	Iteration 13Q: 3 clusters Score -115650.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -115667.554688 Penalty: 2161.149658
	Iteration 14Q: 3 clusters Score -115667.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -115680.265625 Penalty: 2161.149658
	Iteration 15Q: 3 clusters Score -115680.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -115687.437500 Penalty: 2161.149658
	Iteration 16Q: 3 clusters Score -115687.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -115698.015625 Penalty: 2161.149658
	Iteration 17Q: 3 clusters Score -115698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -115708.078125 Penalty: 2161.149658
	Iteration 18Q: 3 clusters Score -115708.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -115714.085938 Penalty: 2161.149658
	Iteration 19Q: 3 clusters Score -115714.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -115719.070312 Penalty: 2161.149658
	Iteration 20F: 3 clusters Score -115719.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -115722.531250 Penalty: 2161.149658
	Iteration 21Q: 3 clusters Score -115722.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -115726.921875 Penalty: 2161.149658
	Iteration 22Q: 3 clusters Score -115726.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -115728.257812 Penalty: 2161.149658
	Iteration 23Q: 3 clusters Score -115728.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -115730.742188 Penalty: 2161.149658
	Iteration 24Q: 3 clusters Score -115730.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -115734.406250 Penalty: 2161.149658
	Iteration 25Q: 3 clusters Score -115734.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -115735.656250 Penalty: 2161.149658
	Iteration 26Q: 3 clusters Score -115735.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -115736.953125 Penalty: 2161.149658
	Iteration 27Q: 3 clusters Score -115737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -115738.773438 Penalty: 2161.149658
	Iteration 28Q: 3 clusters Score -115738.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -115739.687500 Penalty: 2161.149658
	Iteration 29Q: 3 clusters Score -115739.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -115742.625000 Penalty: 2161.149658
	Iteration 30Q: 3 clusters Score -115742.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -115742.625000 Penalty: 2161.149658
	Iteration 31F: 3 clusters Score -115742.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (36775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36775 members 
Entering Unmasked Estep 
Score: -3817978.000000 Penalty: 1564.270874
	Iteration 0F: 2 clusters Score -3817978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -3794141.250000 Penalty: 3128.541748
	Iteration 0F: 3 clusters Score -3794141 nChanged 16724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -3803264.000000 Penalty: 3128.541748
	Iteration 1F: 3 clusters Score -3803264 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -3803790.000000 Penalty: 3128.541748
	Iteration 2Q: 3 clusters Score -3803790 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -3804405.250000 Penalty: 3128.541748
	Iteration 3Q: 3 clusters Score -3804405 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -3805113.750000 Penalty: 3128.541748
	Iteration 4Q: 3 clusters Score -3805114 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -3806012.000000 Penalty: 3128.541748
	Iteration 5F: 3 clusters Score -3806012 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -3807316.000000 Penalty: 3128.541748
	Iteration 6F: 3 clusters Score -3807316 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26681 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -3809051.250000 Penalty: 3128.541748
	Iteration 7F: 3 clusters Score -3809051 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28917 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -3811028.750000 Penalty: 3128.541748
	Iteration 8F: 3 clusters Score -3811029 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30853 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -3812741.000000 Penalty: 3128.541748
	Iteration 9F: 3 clusters Score -3812741 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32418 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -3814113.500000 Penalty: 3128.541748
	Iteration 10Q: 3 clusters Score -3814114 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33492 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -3814973.000000 Penalty: 3128.541748
	Iteration 11Q: 3 clusters Score -3814973 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34253 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -3815582.500000 Penalty: 3128.541748
	Iteration 12Q: 3 clusters Score -3815582 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34767 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -3815954.250000 Penalty: 3128.541748
	Iteration 13Q: 3 clusters Score -3815954 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35130 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -3816182.250000 Penalty: 3128.541748
	Iteration 14Q: 3 clusters Score -3816182 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35384 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -3816374.500000 Penalty: 3128.541748
	Iteration 15Q: 3 clusters Score -3816374 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35577 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -3816493.250000 Penalty: 3128.541748
	Iteration 16Q: 3 clusters Score -3816493 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35685 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -3816568.000000 Penalty: 3128.541748
	Iteration 17Q: 3 clusters Score -3816568 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35767 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -3816631.500000 Penalty: 3128.541748
	Iteration 18Q: 3 clusters Score -3816632 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35833 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -3816662.250000 Penalty: 3128.541748
	Iteration 19Q: 3 clusters Score -3816662 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35886 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3816688.250000 Penalty: 3128.541748
	Iteration 20F: 3 clusters Score -3816688 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35925 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -3816705.750000 Penalty: 3128.541748
	Iteration 21Q: 3 clusters Score -3816706 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35955 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -3816719.500000 Penalty: 3128.541748
	Iteration 22Q: 3 clusters Score -3816720 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35972 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3816733.500000 Penalty: 3128.541748
	Iteration 23Q: 3 clusters Score -3816734 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35991 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3816747.750000 Penalty: 3128.541748
	Iteration 24Q: 3 clusters Score -3816748 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36007 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -3816751.500000 Penalty: 3128.541748
	Iteration 25Q: 3 clusters Score -3816752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36025 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -3816762.000000 Penalty: 3128.541748
	Iteration 26Q: 3 clusters Score -3816762 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36039 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -3816768.750000 Penalty: 3128.541748
	Iteration 27Q: 3 clusters Score -3816769 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36048 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3816775.500000 Penalty: 3128.541748
	Iteration 28Q: 3 clusters Score -3816776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36058 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -3816778.250000 Penalty: 3128.541748
	Iteration 29Q: 3 clusters Score -3816778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36071 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -3816785.000000 Penalty: 3128.541748
	Iteration 30Q: 3 clusters Score -3816785 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36083 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -3816794.750000 Penalty: 3128.541748
	Iteration 31Q: 3 clusters Score -3816795 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36091 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3816792.750000 Penalty: 3128.541748
	Iteration 32Q: 3 clusters Score -3816793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36098 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -3816798.750000 Penalty: 3128.541748
	Iteration 33Q: 3 clusters Score -3816799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -3816802.250000 Penalty: 3128.541748
	Iteration 34Q: 3 clusters Score -3816802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36105 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3816804.500000 Penalty: 3128.541748
	Iteration 35Q: 3 clusters Score -3816804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36107 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -3816799.500000 Penalty: 3128.541748
	Iteration 36Q: 3 clusters Score -3816800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36108 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -3816802.500000 Penalty: 3128.541748
	Iteration 37Q: 3 clusters Score -3816802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36110 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -3816805.000000 Penalty: 3128.541748
	Iteration 38Q: 3 clusters Score -3816805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36112 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -3816807.500000 Penalty: 3128.541748
	Iteration 39Q: 3 clusters Score -3816808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36113 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -3816811.000000 Penalty: 3128.541748
	Iteration 40F: 3 clusters Score -3816811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36116 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -3816812.000000 Penalty: 3128.541748
	Iteration 41Q: 3 clusters Score -3816812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36117 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -3816814.250000 Penalty: 3128.541748
	Iteration 42Q: 3 clusters Score -3816814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36117 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -3816814.250000 Penalty: 3128.541748
	Iteration 43F: 3 clusters Score -3816814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -560882.625000 Penalty: 1283.902466
	Iteration 0F: 2 clusters Score -560882.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -556811.687500 Penalty: 2567.804932
	Iteration 0F: 3 clusters Score -556811.7 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -558051.000000 Penalty: 2567.804932
	Iteration 1F: 3 clusters Score -558051 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -558316.437500 Penalty: 2567.804932
	Iteration 2F: 3 clusters Score -558316.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -558520.750000 Penalty: 2567.804932
	Iteration 3F: 3 clusters Score -558520.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -558711.875000 Penalty: 2567.804932
	Iteration 4Q: 3 clusters Score -558711.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -558880.562500 Penalty: 2567.804932
	Iteration 5Q: 3 clusters Score -558880.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -559023.312500 Penalty: 2567.804932
	Iteration 6Q: 3 clusters Score -559023.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -559144.000000 Penalty: 2567.804932
	Iteration 7Q: 3 clusters Score -559144 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -559237.625000 Penalty: 2567.804932
	Iteration 8Q: 3 clusters Score -559237.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -559324.812500 Penalty: 2567.804932
	Iteration 9Q: 3 clusters Score -559324.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -559408.812500 Penalty: 2567.804932
	Iteration 10Q: 3 clusters Score -559408.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -559487.312500 Penalty: 2567.804932
	Iteration 11Q: 3 clusters Score -559487.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -559555.750000 Penalty: 2567.804932
	Iteration 12Q: 3 clusters Score -559555.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -559624.937500 Penalty: 2567.804932
	Iteration 13Q: 3 clusters Score -559624.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -559704.812500 Penalty: 2567.804932
	Iteration 14Q: 3 clusters Score -559704.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -559798.687500 Penalty: 2567.804932
	Iteration 15Q: 3 clusters Score -559798.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -559885.437500 Penalty: 2567.804932
	Iteration 16Q: 3 clusters Score -559885.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -559992.000000 Penalty: 2567.804932
	Iteration 17Q: 3 clusters Score -559992 nChanged 127
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: -560078.625000 Penalty: 2567.804932
	Iteration 18Q: 3 clusters Score -560078.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -560134.687500 Penalty: 2567.804932
	Iteration 19Q: 3 clusters Score -560134.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -560173.625000 Penalty: 2567.804932
	Iteration 20F: 3 clusters Score -560173.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -560205.812500 Penalty: 2567.804932
	Iteration 21Q: 3 clusters Score -560205.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -560229.562500 Penalty: 2567.804932
	Iteration 22Q: 3 clusters Score -560229.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -560247.812500 Penalty: 2567.804932
	Iteration 23Q: 3 clusters Score -560247.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -560265.375000 Penalty: 2567.804932
	Iteration 24Q: 3 clusters Score -560265.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -560275.062500 Penalty: 2567.804932
	Iteration 25Q: 3 clusters Score -560275.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -560286.812500 Penalty: 2567.804932
	Iteration 26Q: 3 clusters Score -560286.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -560291.500000 Penalty: 2567.804932
	Iteration 27Q: 3 clusters Score -560291.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -560293.687500 Penalty: 2567.804932
	Iteration 28Q: 3 clusters Score -560293.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -560294.687500 Penalty: 2567.804932
	Iteration 29Q: 3 clusters Score -560294.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -560295.687500 Penalty: 2567.804932
	Iteration 30Q: 3 clusters Score -560295.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -560298.187500 Penalty: 2567.804932
	Iteration 31Q: 3 clusters Score -560298.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -560302.937500 Penalty: 2567.804932
	Iteration 32Q: 3 clusters Score -560302.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -560304.750000 Penalty: 2567.804932
	Iteration 33Q: 3 clusters Score -560304.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -560307.375000 Penalty: 2567.804932
	Iteration 34Q: 3 clusters Score -560307.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -560308.750000 Penalty: 2567.804932
	Iteration 35Q: 3 clusters Score -560308.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -560309.500000 Penalty: 2567.804932
	Iteration 36Q: 3 clusters Score -560309.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -560312.875000 Penalty: 2567.804932
	Iteration 37Q: 3 clusters Score -560312.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -560316.500000 Penalty: 2567.804932
	Iteration 38Q: 3 clusters Score -560316.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -560317.125000 Penalty: 2567.804932
	Iteration 39Q: 3 clusters Score -560317.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -560319.187500 Penalty: 2567.804932
	Iteration 40F: 3 clusters Score -560319.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -560320.562500 Penalty: 2567.804932
	Iteration 41Q: 3 clusters Score -560320.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -560320.937500 Penalty: 2567.804932
	Iteration 42Q: 3 clusters Score -560320.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -560320.937500 Penalty: 2567.804932
	Iteration 43F: 3 clusters Score -560320.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Entering Unmasked Estep 
Score: -399930.250000 Penalty: 1250.151855
	Iteration 0F: 2 clusters Score -399930.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -396565.500000 Penalty: 2500.303711
	Iteration 0F: 3 clusters Score -396565.5 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -397678.187500 Penalty: 2500.303711
	Iteration 1F: 3 clusters Score -397678.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -397945.500000 Penalty: 2500.303711
	Iteration 2F: 3 clusters Score -397945.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -398193.812500 Penalty: 2500.303711
	Iteration 3F: 3 clusters Score -398193.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -398506.875000 Penalty: 2500.303711
	Iteration 4F: 3 clusters Score -398506.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -398791.968750 Penalty: 2500.303711
	Iteration 5F: 3 clusters Score -398792 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -398991.125000 Penalty: 2500.303711
	Iteration 6F: 3 clusters Score -398991.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -399107.781250 Penalty: 2500.303711
	Iteration 7Q: 3 clusters Score -399107.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -399186.437500 Penalty: 2500.303711
	Iteration 8Q: 3 clusters Score -399186.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -399250.531250 Penalty: 2500.303711
	Iteration 9Q: 3 clusters Score -399250.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -399321.500000 Penalty: 2500.303711
	Iteration 10Q: 3 clusters Score -399321.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -399366.531250 Penalty: 2500.303711
	Iteration 11Q: 3 clusters Score -399366.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -399405.125000 Penalty: 2500.303711
	Iteration 12Q: 3 clusters Score -399405.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -399430.812500 Penalty: 2500.303711
	Iteration 13Q: 3 clusters Score -399430.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -399449.437500 Penalty: 2500.303711
	Iteration 14Q: 3 clusters Score -399449.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -399463.718750 Penalty: 2500.303711
	Iteration 15Q: 3 clusters Score -399463.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -399472.250000 Penalty: 2500.303711
	Iteration 16Q: 3 clusters Score -399472.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -399482.031250 Penalty: 2500.303711
	Iteration 17Q: 3 clusters Score -399482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -399487.781250 Penalty: 2500.303711
	Iteration 18Q: 3 clusters Score -399487.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -399494.187500 Penalty: 2500.303711
	Iteration 19Q: 3 clusters Score -399494.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -399503.031250 Penalty: 2500.303711
	Iteration 20F: 3 clusters Score -399503 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -399512.812500 Penalty: 2500.303711
	Iteration 21Q: 3 clusters Score -399512.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -399519.531250 Penalty: 2500.303711
	Iteration 22Q: 3 clusters Score -399519.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -399527.281250 Penalty: 2500.303711
	Iteration 23Q: 3 clusters Score -399527.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -399535.906250 Penalty: 2500.303711
	Iteration 24Q: 3 clusters Score -399535.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -399540.468750 Penalty: 2500.303711
	Iteration 25Q: 3 clusters Score -399540.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -399547.125000 Penalty: 2500.303711
	Iteration 26Q: 3 clusters Score -399547.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -399550.750000 Penalty: 2500.303711
	Iteration 27Q: 3 clusters Score -399550.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -399553.187500 Penalty: 2500.303711
	Iteration 28Q: 3 clusters Score -399553.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -399554.656250 Penalty: 2500.303711
	Iteration 29Q: 3 clusters Score -399554.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -399554.875000 Penalty: 2500.303711
	Iteration 30Q: 3 clusters Score -399554.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -399555.062500 Penalty: 2500.303711
	Iteration 31Q: 3 clusters Score -399555.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -399556.468750 Penalty: 2500.303711
	Iteration 32Q: 3 clusters Score -399556.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -399556.468750 Penalty: 2500.303711
	Iteration 33Q: 3 clusters Score -399556.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -399557.375000 Penalty: 2500.303711
	Iteration 34Q: 3 clusters Score -399557.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -399557.375000 Penalty: 2500.303711
	Iteration 35F: 3 clusters Score -399557.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Entering Unmasked Estep 
Score: -672888.062500 Penalty: 1304.717529
	Iteration 0F: 2 clusters Score -672888.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -668335.312500 Penalty: 2609.435059
	Iteration 0F: 3 clusters Score -668335.3 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -669735.687500 Penalty: 2609.435059
	Iteration 1F: 3 clusters Score -669735.7 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -669951.937500 Penalty: 2609.435059
	Iteration 2F: 3 clusters Score -669951.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -670075.375000 Penalty: 2609.435059
	Iteration 3Q: 3 clusters Score -670075.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -670160.125000 Penalty: 2609.435059
	Iteration 4Q: 3 clusters Score -670160.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -670226.000000 Penalty: 2609.435059
	Iteration 5Q: 3 clusters Score -670226 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -670276.812500 Penalty: 2609.435059
	Iteration 6Q: 3 clusters Score -670276.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -670324.750000 Penalty: 2609.435059
	Iteration 7Q: 3 clusters Score -670324.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -670367.812500 Penalty: 2609.435059
	Iteration 8Q: 3 clusters Score -670367.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -670407.500000 Penalty: 2609.435059
	Iteration 9Q: 3 clusters Score -670407.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -670442.062500 Penalty: 2609.435059
	Iteration 10Q: 3 clusters Score -670442.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -670493.312500 Penalty: 2609.435059
	Iteration 11Q: 3 clusters Score -670493.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -670540.000000 Penalty: 2609.435059
	Iteration 12Q: 3 clusters Score -670540 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -670580.125000 Penalty: 2609.435059
	Iteration 13Q: 3 clusters Score -670580.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -670625.250000 Penalty: 2609.435059
	Iteration 14Q: 3 clusters Score -670625.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -670686.687500 Penalty: 2609.435059
	Iteration 15Q: 3 clusters Score -670686.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -670767.875000 Penalty: 2609.435059
	Iteration 16Q: 3 clusters Score -670767.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -670852.937500 Penalty: 2609.435059
	Iteration 17Q: 3 clusters Score -670852.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -670958.312500 Penalty: 2609.435059
	Iteration 18Q: 3 clusters Score -670958.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -671042.937500 Penalty: 2609.435059
	Iteration 19Q: 3 clusters Score -671042.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -671122.562500 Penalty: 2609.435059
	Iteration 20F: 3 clusters Score -671122.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -671187.312500 Penalty: 2609.435059
	Iteration 21Q: 3 clusters Score -671187.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -671254.187500 Penalty: 2609.435059
	Iteration 22Q: 3 clusters Score -671254.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -671310.000000 Penalty: 2609.435059
	Iteration 23Q: 3 clusters Score -671310 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -671361.750000 Penalty: 2609.435059
	Iteration 24Q: 3 clusters Score -671361.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -671405.500000 Penalty: 2609.435059
	Iteration 25Q: 3 clusters Score -671405.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -671448.750000 Penalty: 2609.435059
	Iteration 26Q: 3 clusters Score -671448.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -671496.875000 Penalty: 2609.435059
	Iteration 27Q: 3 clusters Score -671496.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -671542.562500 Penalty: 2609.435059
	Iteration 28Q: 3 clusters Score -671542.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -671576.125000 Penalty: 2609.435059
	Iteration 29Q: 3 clusters Score -671576.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -671600.312500 Penalty: 2609.435059
	Iteration 30Q: 3 clusters Score -671600.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -671616.812500 Penalty: 2609.435059
	Iteration 31Q: 3 clusters Score -671616.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -671634.250000 Penalty: 2609.435059
	Iteration 32Q: 3 clusters Score -671634.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -671651.812500 Penalty: 2609.435059
	Iteration 33Q: 3 clusters Score -671651.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -671673.000000 Penalty: 2609.435059
	Iteration 34Q: 3 clusters Score -671673 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -671682.500000 Penalty: 2609.435059
	Iteration 35Q: 3 clusters Score -671682.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -671698.312500 Penalty: 2609.435059
	Iteration 36Q: 3 clusters Score -671698.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -671710.250000 Penalty: 2609.435059
	Iteration 37Q: 3 clusters Score -671710.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -671721.750000 Penalty: 2609.435059
	Iteration 38Q: 3 clusters Score -671721.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -671736.687500 Penalty: 2609.435059
	Iteration 39Q: 3 clusters Score -671736.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -671749.250000 Penalty: 2609.435059
	Iteration 40F: 3 clusters Score -671749.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -671760.625000 Penalty: 2609.435059
	Iteration 41Q: 3 clusters Score -671760.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -671770.625000 Penalty: 2609.435059
	Iteration 42Q: 3 clusters Score -671770.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -671780.375000 Penalty: 2609.435059
	Iteration 43Q: 3 clusters Score -671780.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -671788.250000 Penalty: 2609.435059
	Iteration 44Q: 3 clusters Score -671788.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -671793.562500 Penalty: 2609.435059
	Iteration 45Q: 3 clusters Score -671793.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -671803.375000 Penalty: 2609.435059
	Iteration 46Q: 3 clusters Score -671803.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -671808.125000 Penalty: 2609.435059
	Iteration 47Q: 3 clusters Score -671808.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -671810.562500 Penalty: 2609.435059
	Iteration 48Q: 3 clusters Score -671810.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -671815.250000 Penalty: 2609.435059
	Iteration 49Q: 3 clusters Score -671815.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -671816.187500 Penalty: 2609.435059
	Iteration 50Q: 3 clusters Score -671816.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -671816.187500 Penalty: 2609.435059
	Iteration 51F: 3 clusters Score -671816.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Entering Unmasked Estep 
Score: -1527274.500000 Penalty: 1427.856079
	Iteration 0F: 2 clusters Score -1527274 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 7388 members 
Entering Unmasked Estep 
Score: -1517568.250000 Penalty: 2855.712158
	Iteration 0F: 3 clusters Score -1517568 nChanged 6304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1521041.875000 Penalty: 2855.712158
	Iteration 1F: 3 clusters Score -1521042 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1521579.250000 Penalty: 2855.712158
	Iteration 2F: 3 clusters Score -1521579 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1522296.250000 Penalty: 2855.712158
	Iteration 3F: 3 clusters Score -1522296 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1523168.750000 Penalty: 2855.712158
	Iteration 4F: 3 clusters Score -1523169 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1524050.000000 Penalty: 2855.712158
	Iteration 5F: 3 clusters Score -1524050 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1524853.500000 Penalty: 2855.712158
	Iteration 6F: 3 clusters Score -1524854 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1525435.750000 Penalty: 2855.712158
	Iteration 7F: 3 clusters Score -1525436 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1525796.875000 Penalty: 2855.712158
	Iteration 8Q: 3 clusters Score -1525797 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1526002.000000 Penalty: 2855.712158
	Iteration 9Q: 3 clusters Score -1526002 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1526119.750000 Penalty: 2855.712158
	Iteration 10Q: 3 clusters Score -1526120 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1526197.875000 Penalty: 2855.712158
	Iteration 11Q: 3 clusters Score -1526198 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1526239.500000 Penalty: 2855.712158
	Iteration 12Q: 3 clusters Score -1526240 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1526272.500000 Penalty: 2855.712158
	Iteration 13Q: 3 clusters Score -1526272 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1526297.375000 Penalty: 2855.712158
	Iteration 14Q: 3 clusters Score -1526297 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1526312.125000 Penalty: 2855.712158
	Iteration 15Q: 3 clusters Score -1526312 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1526318.500000 Penalty: 2855.712158
	Iteration 16Q: 3 clusters Score -1526318 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1526328.875000 Penalty: 2855.712158
	Iteration 17Q: 3 clusters Score -1526329 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1526334.500000 Penalty: 2855.712158
	Iteration 18Q: 3 clusters Score -1526334 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1526339.875000 Penalty: 2855.712158
	Iteration 19Q: 3 clusters Score -1526340 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1526339.500000 Penalty: 2855.712158
	Iteration 20F: 3 clusters Score -1526340 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1526345.250000 Penalty: 2855.712158
	Iteration 21Q: 3 clusters Score -1526345 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1526352.375000 Penalty: 2855.712158
	Iteration 22Q: 3 clusters Score -1526352 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1526350.875000 Penalty: 2855.712158
	Iteration 23Q: 3 clusters Score -1526351 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1526354.500000 Penalty: 2855.712158
	Iteration 24Q: 3 clusters Score -1526354 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1526354.125000 Penalty: 2855.712158
	Iteration 25Q: 3 clusters Score -1526354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1526354.375000 Penalty: 2855.712158
	Iteration 26Q: 3 clusters Score -1526354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1526357.625000 Penalty: 2855.712158
	Iteration 27Q: 3 clusters Score -1526358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1526354.750000 Penalty: 2855.712158
	Iteration 28Q: 3 clusters Score -1526355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1526354.125000 Penalty: 2855.712158
	Iteration 29Q: 3 clusters Score -1526354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1526357.125000 Penalty: 2855.712158
	Iteration 30Q: 3 clusters Score -1526357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1526355.500000 Penalty: 2855.712158
	Iteration 31Q: 3 clusters Score -1526356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1526358.000000 Penalty: 2855.712158
	Iteration 32Q: 3 clusters Score -1526358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1526361.375000 Penalty: 2855.712158
	Iteration 33Q: 3 clusters Score -1526361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1526358.125000 Penalty: 2855.712158
	Iteration 34Q: 3 clusters Score -1526358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1526357.375000 Penalty: 2855.712158
	Iteration 35Q: 3 clusters Score -1526357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1526356.125000 Penalty: 2855.712158
	Iteration 36Q: 3 clusters Score -1526356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1526356.875000 Penalty: 2855.712158
	Iteration 37Q: 3 clusters Score -1526357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1526355.250000 Penalty: 2855.712158
	Iteration 38Q: 3 clusters Score -1526355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1526356.875000 Penalty: 2855.712158
	Iteration 39Q: 3 clusters Score -1526357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1526357.000000 Penalty: 2855.712158
	Iteration 40F: 3 clusters Score -1526357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1526356.625000 Penalty: 2855.712158
	Iteration 41Q: 3 clusters Score -1526357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1526356.625000 Penalty: 2855.712158
	Iteration 42F: 3 clusters Score -1526357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Entering Unmasked Estep 
Score: -346383.593750 Penalty: 1221.423584
	Iteration 0F: 2 clusters Score -346383.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -343532.625000 Penalty: 2442.847168
	Iteration 0F: 3 clusters Score -343532.6 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -344307.218750 Penalty: 2442.847168
	Iteration 1F: 3 clusters Score -344307.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -344534.312500 Penalty: 2442.847168
	Iteration 2F: 3 clusters Score -344534.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -344701.250000 Penalty: 2442.847168
	Iteration 3F: 3 clusters Score -344701.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -344861.812500 Penalty: 2442.847168
	Iteration 4F: 3 clusters Score -344861.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -345005.625000 Penalty: 2442.847168
	Iteration 5Q: 3 clusters Score -345005.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -345148.906250 Penalty: 2442.847168
	Iteration 6Q: 3 clusters Score -345148.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -345256.062500 Penalty: 2442.847168
	Iteration 7Q: 3 clusters Score -345256.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -345357.187500 Penalty: 2442.847168
	Iteration 8Q: 3 clusters Score -345357.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -345452.125000 Penalty: 2442.847168
	Iteration 9Q: 3 clusters Score -345452.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -345533.687500 Penalty: 2442.847168
	Iteration 10Q: 3 clusters Score -345533.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -345586.000000 Penalty: 2442.847168
	Iteration 11Q: 3 clusters Score -345586 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -345634.187500 Penalty: 2442.847168
	Iteration 12Q: 3 clusters Score -345634.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -345672.437500 Penalty: 2442.847168
	Iteration 13Q: 3 clusters Score -345672.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -345707.250000 Penalty: 2442.847168
	Iteration 14Q: 3 clusters Score -345707.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -345738.437500 Penalty: 2442.847168
	Iteration 15Q: 3 clusters Score -345738.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -345762.093750 Penalty: 2442.847168
	Iteration 16Q: 3 clusters Score -345762.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -345781.812500 Penalty: 2442.847168
	Iteration 17Q: 3 clusters Score -345781.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -345798.687500 Penalty: 2442.847168
	Iteration 18Q: 3 clusters Score -345798.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -345819.625000 Penalty: 2442.847168
	Iteration 19Q: 3 clusters Score -345819.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -345840.906250 Penalty: 2442.847168
	Iteration 20F: 3 clusters Score -345840.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -345858.625000 Penalty: 2442.847168
	Iteration 21Q: 3 clusters Score -345858.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -345875.031250 Penalty: 2442.847168
	Iteration 22Q: 3 clusters Score -345875 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -345891.625000 Penalty: 2442.847168
	Iteration 23Q: 3 clusters Score -345891.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -345905.281250 Penalty: 2442.847168
	Iteration 24Q: 3 clusters Score -345905.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -345923.125000 Penalty: 2442.847168
	Iteration 25Q: 3 clusters Score -345923.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -345941.000000 Penalty: 2442.847168
	Iteration 26Q: 3 clusters Score -345941 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -345959.375000 Penalty: 2442.847168
	Iteration 27Q: 3 clusters Score -345959.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -345970.500000 Penalty: 2442.847168
	Iteration 28Q: 3 clusters Score -345970.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -345979.343750 Penalty: 2442.847168
	Iteration 29Q: 3 clusters Score -345979.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -345984.750000 Penalty: 2442.847168
	Iteration 30Q: 3 clusters Score -345984.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -345987.906250 Penalty: 2442.847168
	Iteration 31Q: 3 clusters Score -345987.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -345988.843750 Penalty: 2442.847168
	Iteration 32Q: 3 clusters Score -345988.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -345990.312500 Penalty: 2442.847168
	Iteration 33Q: 3 clusters Score -345990.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -345991.093750 Penalty: 2442.847168
	Iteration 34Q: 3 clusters Score -345991.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -345991.593750 Penalty: 2442.847168
	Iteration 35Q: 3 clusters Score -345991.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -345991.593750 Penalty: 2442.847168
	Iteration 36F: 3 clusters Score -345991.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (18528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Entering Unmasked Estep 
Score: -1900798.625000 Penalty: 1462.263428
	Iteration 0F: 2 clusters Score -1900799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1888727.750000 Penalty: 2924.526855
	Iteration 0F: 3 clusters Score -1888728 nChanged 8117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1893355.250000 Penalty: 2924.526855
	Iteration 1F: 3 clusters Score -1893355 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1893995.500000 Penalty: 2924.526855
	Iteration 2F: 3 clusters Score -1893996 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1894715.375000 Penalty: 2924.526855
	Iteration 3F: 3 clusters Score -1894715 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1895524.500000 Penalty: 2924.526855
	Iteration 4F: 3 clusters Score -1895524 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1896393.625000 Penalty: 2924.526855
	Iteration 5F: 3 clusters Score -1896394 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1897166.000000 Penalty: 2924.526855
	Iteration 6F: 3 clusters Score -1897166 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1897773.500000 Penalty: 2924.526855
	Iteration 7Q: 3 clusters Score -1897774 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1898294.750000 Penalty: 2924.526855
	Iteration 8Q: 3 clusters Score -1898295 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1898677.125000 Penalty: 2924.526855
	Iteration 9Q: 3 clusters Score -1898677 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1898957.250000 Penalty: 2924.526855
	Iteration 10Q: 3 clusters Score -1898957 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1899132.125000 Penalty: 2924.526855
	Iteration 11Q: 3 clusters Score -1899132 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1899292.000000 Penalty: 2924.526855
	Iteration 12Q: 3 clusters Score -1899292 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1899380.500000 Penalty: 2924.526855
	Iteration 13Q: 3 clusters Score -1899380 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1899435.250000 Penalty: 2924.526855
	Iteration 14Q: 3 clusters Score -1899435 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1899476.750000 Penalty: 2924.526855
	Iteration 15Q: 3 clusters Score -1899477 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1899517.375000 Penalty: 2924.526855
	Iteration 16Q: 3 clusters Score -1899517 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1899540.875000 Penalty: 2924.526855
	Iteration 17Q: 3 clusters Score -1899541 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1899554.500000 Penalty: 2924.526855
	Iteration 18Q: 3 clusters Score -1899554 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1899574.250000 Penalty: 2924.526855
	Iteration 19Q: 3 clusters Score -1899574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1899584.125000 Penalty: 2924.526855
	Iteration 20F: 3 clusters Score -1899584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1899593.250000 Penalty: 2924.526855
	Iteration 21Q: 3 clusters Score -1899593 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1899599.375000 Penalty: 2924.526855
	Iteration 22Q: 3 clusters Score -1899599 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1899604.375000 Penalty: 2924.526855
	Iteration 23Q: 3 clusters Score -1899604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1899612.375000 Penalty: 2924.526855
	Iteration 24Q: 3 clusters Score -1899612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1899616.250000 Penalty: 2924.526855
	Iteration 25Q: 3 clusters Score -1899616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1899618.500000 Penalty: 2924.526855
	Iteration 26Q: 3 clusters Score -1899618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1899623.625000 Penalty: 2924.526855
	Iteration 27Q: 3 clusters Score -1899624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1899624.250000 Penalty: 2924.526855
	Iteration 28Q: 3 clusters Score -1899624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1899629.125000 Penalty: 2924.526855
	Iteration 29Q: 3 clusters Score -1899629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1899628.875000 Penalty: 2924.526855
	Iteration 30Q: 3 clusters Score -1899629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1899630.750000 Penalty: 2924.526855
	Iteration 31Q: 3 clusters Score -1899631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1899630.750000 Penalty: 2924.526855
	Iteration 32F: 3 clusters Score -1899631 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Entering Unmasked Estep 
Score: -857828.437500 Penalty: 1355.250244
	Iteration 0F: 2 clusters Score -857828.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -851723.687500 Penalty: 2710.500488
	Iteration 0F: 3 clusters Score -851723.7 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -853649.375000 Penalty: 2710.500488
	Iteration 1F: 3 clusters Score -853649.4 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -853899.562500 Penalty: 2710.500488
	Iteration 2F: 3 clusters Score -853899.6 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -854089.375000 Penalty: 2710.500488
	Iteration 3Q: 3 clusters Score -854089.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -854236.687500 Penalty: 2710.500488
	Iteration 4Q: 3 clusters Score -854236.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -854371.562500 Penalty: 2710.500488
	Iteration 5Q: 3 clusters Score -854371.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -854531.500000 Penalty: 2710.500488
	Iteration 6Q: 3 clusters Score -854531.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -854695.062500 Penalty: 2710.500488
	Iteration 7Q: 3 clusters Score -854695.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -854878.812500 Penalty: 2710.500488
	Iteration 8Q: 3 clusters Score -854878.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -855096.937500 Penalty: 2710.500488
	Iteration 9Q: 3 clusters Score -855096.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -855355.500000 Penalty: 2710.500488
	Iteration 10Q: 3 clusters Score -855355.5 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -855663.187500 Penalty: 2710.500488
	Iteration 11Q: 3 clusters Score -855663.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -855958.125000 Penalty: 2710.500488
	Iteration 12Q: 3 clusters Score -855958.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -856240.000000 Penalty: 2710.500488
	Iteration 13Q: 3 clusters Score -856240 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -856495.187500 Penalty: 2710.500488
	Iteration 14Q: 3 clusters Score -856495.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -856649.500000 Penalty: 2710.500488
	Iteration 15Q: 3 clusters Score -856649.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -856744.500000 Penalty: 2710.500488
	Iteration 16Q: 3 clusters Score -856744.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -856809.812500 Penalty: 2710.500488
	Iteration 17Q: 3 clusters Score -856809.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -856857.062500 Penalty: 2710.500488
	Iteration 18Q: 3 clusters Score -856857.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -856890.562500 Penalty: 2710.500488
	Iteration 19Q: 3 clusters Score -856890.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -856913.750000 Penalty: 2710.500488
	Iteration 20F: 3 clusters Score -856913.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -856926.562500 Penalty: 2710.500488
	Iteration 21Q: 3 clusters Score -856926.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -856934.750000 Penalty: 2710.500488
	Iteration 22Q: 3 clusters Score -856934.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -856939.875000 Penalty: 2710.500488
	Iteration 23Q: 3 clusters Score -856939.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -856947.250000 Penalty: 2710.500488
	Iteration 24Q: 3 clusters Score -856947.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -856954.500000 Penalty: 2710.500488
	Iteration 25Q: 3 clusters Score -856954.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -856960.625000 Penalty: 2710.500488
	Iteration 26Q: 3 clusters Score -856960.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -856968.125000 Penalty: 2710.500488
	Iteration 27Q: 3 clusters Score -856968.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -856968.875000 Penalty: 2710.500488
	Iteration 28Q: 3 clusters Score -856968.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -856971.625000 Penalty: 2710.500488
	Iteration 29Q: 3 clusters Score -856971.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -856971.250000 Penalty: 2710.500488
	Iteration 30Q: 3 clusters Score -856971.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -856972.000000 Penalty: 2710.500488
	Iteration 31Q: 3 clusters Score -856972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -856972.625000 Penalty: 2710.500488
	Iteration 32Q: 3 clusters Score -856972.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -856972.625000 Penalty: 2710.500488
	Iteration 33F: 3 clusters Score -856972.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Entering Unmasked Estep 
Score: -1075111.750000 Penalty: 1381.079956
	Iteration 0F: 2 clusters Score -1075112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1067903.750000 Penalty: 2762.159912
	Iteration 0F: 3 clusters Score -1067904 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1070395.250000 Penalty: 2762.159912
	Iteration 1F: 3 clusters Score -1070395 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -1071208 nChanged 556
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -1071523 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -1071803 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -1072025 nChanged 370
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Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -1072178 nChanged 315
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -1072295 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1072391.875000 Penalty: 2762.159912
	Iteration 9Q: 3 clusters Score -1072392 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1072467 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1072556 nChanged 203
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1072644 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1072734 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1072837 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1072921.125000 Penalty: 2762.159912
	Iteration 15Q: 3 clusters Score -1072921 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1072991.750000 Penalty: 2762.159912
	Iteration 16Q: 3 clusters Score -1072992 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1073071 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1073141.750000 Penalty: 2762.159912
	Iteration 18Q: 3 clusters Score -1073142 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1073202.375000 Penalty: 2762.159912
	Iteration 19Q: 3 clusters Score -1073202 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1073261.375000 Penalty: 2762.159912
	Iteration 20F: 3 clusters Score -1073261 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1073303.000000 Penalty: 2762.159912
	Iteration 21Q: 3 clusters Score -1073303 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1073334.500000 Penalty: 2762.159912
	Iteration 22Q: 3 clusters Score -1073334 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1073354.250000 Penalty: 2762.159912
	Iteration 23Q: 3 clusters Score -1073354 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1073368 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1073387.750000 Penalty: 2762.159912
	Iteration 25Q: 3 clusters Score -1073388 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1073398 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1073410.125000 Penalty: 2762.159912
	Iteration 27Q: 3 clusters Score -1073410 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1073420.000000 Penalty: 2762.159912
	Iteration 28Q: 3 clusters Score -1073420 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1073426.000000 Penalty: 2762.159912
	Iteration 29Q: 3 clusters Score -1073426 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1073434 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1073442.375000 Penalty: 2762.159912
	Iteration 31Q: 3 clusters Score -1073442 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1073450 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1073462 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1073470.750000 Penalty: 2762.159912
	Iteration 34Q: 3 clusters Score -1073471 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1073480.375000 Penalty: 2762.159912
	Iteration 35Q: 3 clusters Score -1073480 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1073490 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1073499 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1073511 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1073520.000000 Penalty: 2762.159912
	Iteration 39Q: 3 clusters Score -1073520 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1073527.375000 Penalty: 2762.159912
	Iteration 40F: 3 clusters Score -1073527 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1073533.750000 Penalty: 2762.159912
	Iteration 41Q: 3 clusters Score -1073534 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1073540.250000 Penalty: 2762.159912
	Iteration 42Q: 3 clusters Score -1073540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1073540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1073541.000000 Penalty: 2762.159912
	Iteration 44Q: 3 clusters Score -1073541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1073544.375000 Penalty: 2762.159912
	Iteration 45Q: 3 clusters Score -1073544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1073550.000000 Penalty: 2762.159912
	Iteration 46Q: 3 clusters Score -1073550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1073553.125000 Penalty: 2762.159912
	Iteration 47Q: 3 clusters Score -1073553 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1073556.875000 Penalty: 2762.159912
	Iteration 48Q: 3 clusters Score -1073557 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1073563.500000 Penalty: 2762.159912
	Iteration 49Q: 3 clusters Score -1073564 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1073567.625000 Penalty: 2762.159912
	Iteration 50Q: 3 clusters Score -1073568 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1073573.625000 Penalty: 2762.159912
	Iteration 51Q: 3 clusters Score -1073574 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1073581.250000 Penalty: 2762.159912
	Iteration 52Q: 3 clusters Score -1073581 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1073592.000000 Penalty: 2762.159912
	Iteration 53Q: 3 clusters Score -1073592 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1073600.750000 Penalty: 2762.159912
	Iteration 54Q: 3 clusters Score -1073601 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1073606.750000 Penalty: 2762.159912
	Iteration 55Q: 3 clusters Score -1073607 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1073611.625000 Penalty: 2762.159912
	Iteration 56Q: 3 clusters Score -1073612 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1073616.375000 Penalty: 2762.159912
	Iteration 57Q: 3 clusters Score -1073616 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1073620.750000 Penalty: 2762.159912
	Iteration 58Q: 3 clusters Score -1073621 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1073625.250000 Penalty: 2762.159912
	Iteration 59Q: 3 clusters Score -1073625 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1073629.250000 Penalty: 2762.159912
	Iteration 60F: 3 clusters Score -1073629 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1073635.625000 Penalty: 2762.159912
	Iteration 61Q: 3 clusters Score -1073636 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1073636 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1073643.125000 Penalty: 2762.159912
	Iteration 63Q: 3 clusters Score -1073643 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1073649.375000 Penalty: 2762.159912
	Iteration 64Q: 3 clusters Score -1073649 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1073659.000000 Penalty: 2762.159912
	Iteration 65Q: 3 clusters Score -1073659 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1073665.500000 Penalty: 2762.159912
	Iteration 66Q: 3 clusters Score -1073666 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1073673.125000 Penalty: 2762.159912
	Iteration 67Q: 3 clusters Score -1073673 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1073677.125000 Penalty: 2762.159912
	Iteration 68Q: 3 clusters Score -1073677 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1073681.250000 Penalty: 2762.159912
	Iteration 69Q: 3 clusters Score -1073681 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1073692.750000 Penalty: 2762.159912
	Iteration 70Q: 3 clusters Score -1073693 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1073696.250000 Penalty: 2762.159912
	Iteration 71Q: 3 clusters Score -1073696 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1073705.000000 Penalty: 2762.159912
	Iteration 72Q: 3 clusters Score -1073705 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1073710.875000 Penalty: 2762.159912
	Iteration 73Q: 3 clusters Score -1073711 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1073719.750000 Penalty: 2762.159912
	Iteration 74Q: 3 clusters Score -1073720 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1073724.125000 Penalty: 2762.159912
	Iteration 75Q: 3 clusters Score -1073724 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1073731.250000 Penalty: 2762.159912
	Iteration 76Q: 3 clusters Score -1073731 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1073737.500000 Penalty: 2762.159912
	Iteration 77Q: 3 clusters Score -1073738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1073742.000000 Penalty: 2762.159912
	Iteration 78Q: 3 clusters Score -1073742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1073746.250000 Penalty: 2762.159912
	Iteration 79Q: 3 clusters Score -1073746 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1073749.375000 Penalty: 2762.159912
	Iteration 80F: 3 clusters Score -1073749 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1073749.000000 Penalty: 2762.159912
	Iteration 81Q: 3 clusters Score -1073749 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1073751.250000 Penalty: 2762.159912
	Iteration 82Q: 3 clusters Score -1073751 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1073757.875000 Penalty: 2762.159912
	Iteration 83Q: 3 clusters Score -1073758 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1073765.000000 Penalty: 2762.159912
	Iteration 84Q: 3 clusters Score -1073765 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1073769.375000 Penalty: 2762.159912
	Iteration 85Q: 3 clusters Score -1073769 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1073776.625000 Penalty: 2762.159912
	Iteration 86Q: 3 clusters Score -1073777 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1073786.625000 Penalty: 2762.159912
	Iteration 87Q: 3 clusters Score -1073787 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1073801.750000 Penalty: 2762.159912
	Iteration 88Q: 3 clusters Score -1073802 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1073807.250000 Penalty: 2762.159912
	Iteration 89Q: 3 clusters Score -1073807 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1073817.625000 Penalty: 2762.159912
	Iteration 90Q: 3 clusters Score -1073818 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1073822.125000 Penalty: 2762.159912
	Iteration 91Q: 3 clusters Score -1073822 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1073825.000000 Penalty: 2762.159912
	Iteration 92Q: 3 clusters Score -1073825 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1073831.125000 Penalty: 2762.159912
	Iteration 93Q: 3 clusters Score -1073831 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1073836.125000 Penalty: 2762.159912
	Iteration 94Q: 3 clusters Score -1073836 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1073837.625000 Penalty: 2762.159912
	Iteration 95Q: 3 clusters Score -1073838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1073844.000000 Penalty: 2762.159912
	Iteration 96Q: 3 clusters Score -1073844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1073849.000000 Penalty: 2762.159912
	Iteration 97Q: 3 clusters Score -1073849 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1073851.750000 Penalty: 2762.159912
	Iteration 98Q: 3 clusters Score -1073852 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1073857.375000 Penalty: 2762.159912
	Iteration 99Q: 3 clusters Score -1073857 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1073868.125000 Penalty: 2762.159912
	Iteration 100F: 3 clusters Score -1073868 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1073870.250000 Penalty: 2762.159912
	Iteration 101Q: 3 clusters Score -1073870 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1073876.875000 Penalty: 2762.159912
	Iteration 102Q: 3 clusters Score -1073877 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1073882.500000 Penalty: 2762.159912
	Iteration 103Q: 3 clusters Score -1073882 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1073891.250000 Penalty: 2762.159912
	Iteration 104Q: 3 clusters Score -1073891 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1073895.875000 Penalty: 2762.159912
	Iteration 105Q: 3 clusters Score -1073896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1073899.500000 Penalty: 2762.159912
	Iteration 106Q: 3 clusters Score -1073900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1073905.875000 Penalty: 2762.159912
	Iteration 107Q: 3 clusters Score -1073906 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1073914.625000 Penalty: 2762.159912
	Iteration 108Q: 3 clusters Score -1073915 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1073920.625000 Penalty: 2762.159912
	Iteration 109Q: 3 clusters Score -1073921 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1073927.750000 Penalty: 2762.159912
	Iteration 110Q: 3 clusters Score -1073928 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1073937.750000 Penalty: 2762.159912
	Iteration 111Q: 3 clusters Score -1073938 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1073946.875000 Penalty: 2762.159912
	Iteration 112Q: 3 clusters Score -1073947 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1073961.125000 Penalty: 2762.159912
	Iteration 113Q: 3 clusters Score -1073961 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1073966.500000 Penalty: 2762.159912
	Iteration 114Q: 3 clusters Score -1073966 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1073975.500000 Penalty: 2762.159912
	Iteration 115Q: 3 clusters Score -1073976 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1073981.750000 Penalty: 2762.159912
	Iteration 116Q: 3 clusters Score -1073982 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1073988.625000 Penalty: 2762.159912
	Iteration 117Q: 3 clusters Score -1073989 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1073997.250000 Penalty: 2762.159912
	Iteration 118Q: 3 clusters Score -1073997 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1074004.000000 Penalty: 2762.159912
	Iteration 119Q: 3 clusters Score -1074004 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1074014.750000 Penalty: 2762.159912
	Iteration 120F: 3 clusters Score -1074015 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1074019.500000 Penalty: 2762.159912
	Iteration 121Q: 3 clusters Score -1074020 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1074031.750000 Penalty: 2762.159912
	Iteration 122Q: 3 clusters Score -1074032 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1074043.000000 Penalty: 2762.159912
	Iteration 123Q: 3 clusters Score -1074043 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1074050.000000 Penalty: 2762.159912
	Iteration 124Q: 3 clusters Score -1074050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1074057.000000 Penalty: 2762.159912
	Iteration 125Q: 3 clusters Score -1074057 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1074062.375000 Penalty: 2762.159912
	Iteration 126Q: 3 clusters Score -1074062 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1074070.625000 Penalty: 2762.159912
	Iteration 127Q: 3 clusters Score -1074071 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1074077.875000 Penalty: 2762.159912
	Iteration 128Q: 3 clusters Score -1074078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1074081.750000 Penalty: 2762.159912
	Iteration 129Q: 3 clusters Score -1074082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1074087.125000 Penalty: 2762.159912
	Iteration 130Q: 3 clusters Score -1074087 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1074090.125000 Penalty: 2762.159912
	Iteration 131Q: 3 clusters Score -1074090 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1074096.500000 Penalty: 2762.159912
	Iteration 132Q: 3 clusters Score -1074096 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1074107.125000 Penalty: 2762.159912
	Iteration 133Q: 3 clusters Score -1074107 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1074114.125000 Penalty: 2762.159912
	Iteration 134Q: 3 clusters Score -1074114 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1074121.125000 Penalty: 2762.159912
	Iteration 135Q: 3 clusters Score -1074121 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1074128.625000 Penalty: 2762.159912
	Iteration 136Q: 3 clusters Score -1074129 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1074134.375000 Penalty: 2762.159912
	Iteration 137Q: 3 clusters Score -1074134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1074140.125000 Penalty: 2762.159912
	Iteration 138Q: 3 clusters Score -1074140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1074143.250000 Penalty: 2762.159912
	Iteration 139Q: 3 clusters Score -1074143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1074142.375000 Penalty: 2762.159912
	Iteration 140F: 3 clusters Score -1074142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1074144.875000 Penalty: 2762.159912
	Iteration 141Q: 3 clusters Score -1074145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1074143.500000 Penalty: 2762.159912
	Iteration 142Q: 3 clusters Score -1074144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1074143.500000 Penalty: 2762.159912
	Iteration 143F: 3 clusters Score -1074144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (16113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Entering Unmasked Estep 
Score: -1691714.625000 Penalty: 1441.482422
	Iteration 0F: 2 clusters Score -1691715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1681004.375000 Penalty: 2882.964844
	Iteration 0F: 3 clusters Score -1681004 nChanged 7061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1684901.500000 Penalty: 2882.964844
	Iteration 1F: 3 clusters Score -1684902 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1685540.750000 Penalty: 2882.964844
	Iteration 2F: 3 clusters Score -1685541 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1686232.625000 Penalty: 2882.964844
	Iteration 3F: 3 clusters Score -1686233 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1686959.750000 Penalty: 2882.964844
	Iteration 4F: 3 clusters Score -1686960 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1687691.125000 Penalty: 2882.964844
	Iteration 5F: 3 clusters Score -1687691 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1688348.500000 Penalty: 2882.964844
	Iteration 6F: 3 clusters Score -1688348 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1688890.625000 Penalty: 2882.964844
	Iteration 7Q: 3 clusters Score -1688891 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1689258.125000 Penalty: 2882.964844
	Iteration 8Q: 3 clusters Score -1689258 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1689564.000000 Penalty: 2882.964844
	Iteration 9Q: 3 clusters Score -1689564 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1689811.500000 Penalty: 2882.964844
	Iteration 10Q: 3 clusters Score -1689812 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1689992.500000 Penalty: 2882.964844
	Iteration 11Q: 3 clusters Score -1689992 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1690129.125000 Penalty: 2882.964844
	Iteration 12Q: 3 clusters Score -1690129 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1690242.625000 Penalty: 2882.964844
	Iteration 13Q: 3 clusters Score -1690243 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1690316.375000 Penalty: 2882.964844
	Iteration 14Q: 3 clusters Score -1690316 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1690384.875000 Penalty: 2882.964844
	Iteration 15Q: 3 clusters Score -1690385 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1690422.375000 Penalty: 2882.964844
	Iteration 16Q: 3 clusters Score -1690422 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1690452.375000 Penalty: 2882.964844
	Iteration 17Q: 3 clusters Score -1690452 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1690482.125000 Penalty: 2882.964844
	Iteration 18Q: 3 clusters Score -1690482 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1690501.250000 Penalty: 2882.964844
	Iteration 19Q: 3 clusters Score -1690501 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1690514.500000 Penalty: 2882.964844
	Iteration 20F: 3 clusters Score -1690514 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1690530.500000 Penalty: 2882.964844
	Iteration 21Q: 3 clusters Score -1690530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1690542.625000 Penalty: 2882.964844
	Iteration 22Q: 3 clusters Score -1690543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1690549.250000 Penalty: 2882.964844
	Iteration 23Q: 3 clusters Score -1690549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1690555.750000 Penalty: 2882.964844
	Iteration 24Q: 3 clusters Score -1690556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1690556.625000 Penalty: 2882.964844
	Iteration 25Q: 3 clusters Score -1690557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1690557.375000 Penalty: 2882.964844
	Iteration 26Q: 3 clusters Score -1690557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1690557.750000 Penalty: 2882.964844
	Iteration 27Q: 3 clusters Score -1690558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1690560.125000 Penalty: 2882.964844
	Iteration 28Q: 3 clusters Score -1690560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1690565.875000 Penalty: 2882.964844
	Iteration 29Q: 3 clusters Score -1690566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1690564.500000 Penalty: 2882.964844
	Iteration 30Q: 3 clusters Score -1690564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1690565.500000 Penalty: 2882.964844
	Iteration 31Q: 3 clusters Score -1690566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1690570.375000 Penalty: 2882.964844
	Iteration 32Q: 3 clusters Score -1690570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1690570.125000 Penalty: 2882.964844
	Iteration 33Q: 3 clusters Score -1690570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1690571.500000 Penalty: 2882.964844
	Iteration 34Q: 3 clusters Score -1690572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1690577.875000 Penalty: 2882.964844
	Iteration 35Q: 3 clusters Score -1690578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1690585.500000 Penalty: 2882.964844
	Iteration 36Q: 3 clusters Score -1690586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1690596.000000 Penalty: 2882.964844
	Iteration 37Q: 3 clusters Score -1690596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1690601.875000 Penalty: 2882.964844
	Iteration 38Q: 3 clusters Score -1690602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1690609.125000 Penalty: 2882.964844
	Iteration 39Q: 3 clusters Score -1690609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1690613.250000 Penalty: 2882.964844
	Iteration 40F: 3 clusters Score -1690613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1690613.375000 Penalty: 2882.964844
	Iteration 41Q: 3 clusters Score -1690613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1690613.750000 Penalty: 2882.964844
	Iteration 42Q: 3 clusters Score -1690614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1690611.625000 Penalty: 2882.964844
	Iteration 43Q: 3 clusters Score -1690612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1690611.625000 Penalty: 2882.964844
	Iteration 44F: 3 clusters Score -1690612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Entering Unmasked Estep 
Score: -525868.000000 Penalty: 1268.070923
	Iteration 0F: 2 clusters Score -525868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -522169.656250 Penalty: 2536.141846
	Iteration 0F: 3 clusters Score -522169.7 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -523178.000000 Penalty: 2536.141846
	Iteration 1F: 3 clusters Score -523178 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -523389.781250 Penalty: 2536.141846
	Iteration 2F: 3 clusters Score -523389.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -523567.531250 Penalty: 2536.141846
	Iteration 3F: 3 clusters Score -523567.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -523711.437500 Penalty: 2536.141846
	Iteration 4F: 3 clusters Score -523711.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -523839.875000 Penalty: 2536.141846
	Iteration 5Q: 3 clusters Score -523839.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -523965.375000 Penalty: 2536.141846
	Iteration 6Q: 3 clusters Score -523965.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -524098.156250 Penalty: 2536.141846
	Iteration 7Q: 3 clusters Score -524098.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -524246.875000 Penalty: 2536.141846
	Iteration 8Q: 3 clusters Score -524246.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -524347.187500 Penalty: 2536.141846
	Iteration 9Q: 3 clusters Score -524347.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -524429.312500 Penalty: 2536.141846
	Iteration 10Q: 3 clusters Score -524429.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -524502.250000 Penalty: 2536.141846
	Iteration 11Q: 3 clusters Score -524502.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -524574.125000 Penalty: 2536.141846
	Iteration 12Q: 3 clusters Score -524574.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -524629.812500 Penalty: 2536.141846
	Iteration 13Q: 3 clusters Score -524629.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -524680.062500 Penalty: 2536.141846
	Iteration 14Q: 3 clusters Score -524680.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -524723.375000 Penalty: 2536.141846
	Iteration 15Q: 3 clusters Score -524723.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -524750.187500 Penalty: 2536.141846
	Iteration 16Q: 3 clusters Score -524750.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -524774.812500 Penalty: 2536.141846
	Iteration 17Q: 3 clusters Score -524774.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -524796.937500 Penalty: 2536.141846
	Iteration 18Q: 3 clusters Score -524796.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -524813.625000 Penalty: 2536.141846
	Iteration 19Q: 3 clusters Score -524813.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -524828.375000 Penalty: 2536.141846
	Iteration 20F: 3 clusters Score -524828.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -524839.437500 Penalty: 2536.141846
	Iteration 21Q: 3 clusters Score -524839.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -524848.562500 Penalty: 2536.141846
	Iteration 22Q: 3 clusters Score -524848.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -524857.000000 Penalty: 2536.141846
	Iteration 23Q: 3 clusters Score -524857 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -524865.062500 Penalty: 2536.141846
	Iteration 24Q: 3 clusters Score -524865.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -524872.000000 Penalty: 2536.141846
	Iteration 25Q: 3 clusters Score -524872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -524878.750000 Penalty: 2536.141846
	Iteration 26Q: 3 clusters Score -524878.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -524881.937500 Penalty: 2536.141846
	Iteration 27Q: 3 clusters Score -524881.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -524884.250000 Penalty: 2536.141846
	Iteration 28Q: 3 clusters Score -524884.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -524885.687500 Penalty: 2536.141846
	Iteration 29Q: 3 clusters Score -524885.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -524887.187500 Penalty: 2536.141846
	Iteration 30Q: 3 clusters Score -524887.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -524887.187500 Penalty: 2536.141846
	Iteration 31Q: 3 clusters Score -524887.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -524887.375000 Penalty: 2536.141846
	Iteration 32Q: 3 clusters Score -524887.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -524887.375000 Penalty: 2536.141846
	Iteration 33F: 3 clusters Score -524887.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (106231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106231 members 
Entering Unmasked Estep 
Score: -10751027.000000 Penalty: 1722.117676
	Iteration 0F: 2 clusters Score -1.075103e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53320 members 
Mstep: Class 2 contains 52911 members 
Entering Unmasked Estep 
Score: -10681198.000000 Penalty: 3444.235352
	Iteration 0F: 3 clusters Score -1.06812e+07 nChanged 50174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55866 members 
Mstep: Class 2 contains 50365 members 
Entering Unmasked Estep 
Score: -10710150.000000 Penalty: 3444.235352
	Iteration 1F: 3 clusters Score -1.071015e+07 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57617 members 
Mstep: Class 2 contains 48614 members 
Entering Unmasked Estep 
Score: -10711306.000000 Penalty: 3444.235352
	Iteration 2Q: 3 clusters Score -1.071131e+07 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60235 members 
Mstep: Class 2 contains 45996 members 
Entering Unmasked Estep 
Score: -10712986.000000 Penalty: 3444.235352
	Iteration 3Q: 3 clusters Score -1.071299e+07 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64184 members 
Mstep: Class 2 contains 42047 members 
Entering Unmasked Estep 
Score: -10715430.000000 Penalty: 3444.235352
	Iteration 4F: 3 clusters Score -1.071543e+07 nChanged 6519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69717 members 
Mstep: Class 2 contains 36514 members 
Entering Unmasked Estep 
Score: -10719230.000000 Penalty: 3444.235352
	Iteration 5F: 3 clusters Score -1.071923e+07 nChanged 7602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76795 members 
Mstep: Class 2 contains 29436 members 
Entering Unmasked Estep 
Score: -10724692.000000 Penalty: 3444.235352
	Iteration 6F: 3 clusters Score -1.072469e+07 nChanged 8011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84566 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -10731275.000000 Penalty: 3444.235352
	Iteration 7F: 3 clusters Score -1.073128e+07 nChanged 7473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91961 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -10737777.000000 Penalty: 3444.235352
	Iteration 8F: 3 clusters Score -1.073778e+07 nChanged 5840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97769 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -10742904.000000 Penalty: 3444.235352
	Iteration 9F: 3 clusters Score -1.07429e+07 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101611 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -10746270.000000 Penalty: 3444.235352
	Iteration 10Q: 3 clusters Score -1.074627e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103792 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -10748112.000000 Penalty: 3444.235352
	Iteration 11Q: 3 clusters Score -1.074811e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104874 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -10748923.000000 Penalty: 3444.235352
	Iteration 12Q: 3 clusters Score -1.074892e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105342 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -10749279.000000 Penalty: 3444.235352
	Iteration 13Q: 3 clusters Score -1.074928e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105563 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -10749463.000000 Penalty: 3444.235352
	Iteration 14Q: 3 clusters Score -1.074946e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105672 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -10749545.000000 Penalty: 3444.235352
	Iteration 15Q: 3 clusters Score -1.074954e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105720 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -10749582.000000 Penalty: 3444.235352
	Iteration 16Q: 3 clusters Score -1.074958e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105760 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -10749624.000000 Penalty: 3444.235352
	Iteration 17Q: 3 clusters Score -1.074962e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105784 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -10749658.000000 Penalty: 3444.235352
	Iteration 18Q: 3 clusters Score -1.074966e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105798 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -10749665.000000 Penalty: 3444.235352
	Iteration 19Q: 3 clusters Score -1.074966e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105806 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -10749686.000000 Penalty: 3444.235352
	Iteration 20F: 3 clusters Score -1.074969e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105808 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -10749698.000000 Penalty: 3444.235352
	Iteration 21Q: 3 clusters Score -1.07497e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105814 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -10749709.000000 Penalty: 3444.235352
	Iteration 22Q: 3 clusters Score -1.074971e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105819 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -10749731.000000 Penalty: 3444.235352
	Iteration 23Q: 3 clusters Score -1.074973e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105827 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -10749745.000000 Penalty: 3444.235352
	Iteration 24Q: 3 clusters Score -1.074974e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105832 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -10749746.000000 Penalty: 3444.235352
	Iteration 25Q: 3 clusters Score -1.074975e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105835 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -10749743.000000 Penalty: 3444.235352
	Iteration 26Q: 3 clusters Score -1.074974e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105839 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -10749741.000000 Penalty: 3444.235352
	Iteration 27Q: 3 clusters Score -1.074974e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105842 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -10749754.000000 Penalty: 3444.235352
	Iteration 28Q: 3 clusters Score -1.074975e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105845 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -10749759.000000 Penalty: 3444.235352
	Iteration 29Q: 3 clusters Score -1.074976e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105844 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -10749750.000000 Penalty: 3444.235352
	Iteration 30Q: 3 clusters Score -1.074975e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105845 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -10749760.000000 Penalty: 3444.235352
	Iteration 31Q: 3 clusters Score -1.074976e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105846 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -10749756.000000 Penalty: 3444.235352
	Iteration 32Q: 3 clusters Score -1.074976e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105846 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -10749756.000000 Penalty: 3444.235352
	Iteration 33F: 3 clusters Score -1.074976e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (18906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Entering Unmasked Estep 
Score: -1968589.625000 Penalty: 1465.268555
	Iteration 0F: 2 clusters Score -1968590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1956339.625000 Penalty: 2930.537109
	Iteration 0F: 3 clusters Score -1956340 nChanged 8207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1960671.750000 Penalty: 2930.537109
	Iteration 1F: 3 clusters Score -1960672 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1961122.250000 Penalty: 2930.537109
	Iteration 2F: 3 clusters Score -1961122 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1961607.500000 Penalty: 2930.537109
	Iteration 3F: 3 clusters Score -1961608 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -1962224.500000 Penalty: 2930.537109
	Iteration 4F: 3 clusters Score -1962224 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1962985.000000 Penalty: 2930.537109
	Iteration 5F: 3 clusters Score -1962985 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -1963823.875000 Penalty: 2930.537109
	Iteration 6F: 3 clusters Score -1963824 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -1964593.750000 Penalty: 2930.537109
	Iteration 7F: 3 clusters Score -1964594 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -1965239.000000 Penalty: 2930.537109
	Iteration 8F: 3 clusters Score -1965239 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -1965710.500000 Penalty: 2930.537109
	Iteration 9Q: 3 clusters Score -1965710 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -1966044.250000 Penalty: 2930.537109
	Iteration 10Q: 3 clusters Score -1966044 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -1966278.125000 Penalty: 2930.537109
	Iteration 11Q: 3 clusters Score -1966278 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -1966482.375000 Penalty: 2930.537109
	Iteration 12Q: 3 clusters Score -1966482 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -1966645.000000 Penalty: 2930.537109
	Iteration 13Q: 3 clusters Score -1966645 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -1966790.375000 Penalty: 2930.537109
	Iteration 14Q: 3 clusters Score -1966790 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -1966921.875000 Penalty: 2930.537109
	Iteration 15Q: 3 clusters Score -1966922 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -1966999.750000 Penalty: 2930.537109
	Iteration 16Q: 3 clusters Score -1967000 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -1967060.500000 Penalty: 2930.537109
	Iteration 17Q: 3 clusters Score -1967060 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -1967113.625000 Penalty: 2930.537109
	Iteration 18Q: 3 clusters Score -1967114 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -1967151.000000 Penalty: 2930.537109
	Iteration 19Q: 3 clusters Score -1967151 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -1967188.875000 Penalty: 2930.537109
	Iteration 20F: 3 clusters Score -1967189 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -1967211.000000 Penalty: 2930.537109
	Iteration 21Q: 3 clusters Score -1967211 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -1967227.750000 Penalty: 2930.537109
	Iteration 22Q: 3 clusters Score -1967228 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -1967246.250000 Penalty: 2930.537109
	Iteration 23Q: 3 clusters Score -1967246 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -1967256.125000 Penalty: 2930.537109
	Iteration 24Q: 3 clusters Score -1967256 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -1967269.125000 Penalty: 2930.537109
	Iteration 25Q: 3 clusters Score -1967269 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -1967280.625000 Penalty: 2930.537109
	Iteration 26Q: 3 clusters Score -1967281 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -1967297.750000 Penalty: 2930.537109
	Iteration 27Q: 3 clusters Score -1967298 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -1967308.750000 Penalty: 2930.537109
	Iteration 28Q: 3 clusters Score -1967309 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -1967312.750000 Penalty: 2930.537109
	Iteration 29Q: 3 clusters Score -1967313 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -1967323.875000 Penalty: 2930.537109
	Iteration 30Q: 3 clusters Score -1967324 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -1967335.875000 Penalty: 2930.537109
	Iteration 31Q: 3 clusters Score -1967336 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -1967342.625000 Penalty: 2930.537109
	Iteration 32Q: 3 clusters Score -1967343 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -1967350.000000 Penalty: 2930.537109
	Iteration 33Q: 3 clusters Score -1967350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -1967354.000000 Penalty: 2930.537109
	Iteration 34Q: 3 clusters Score -1967354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -1967356.250000 Penalty: 2930.537109
	Iteration 35Q: 3 clusters Score -1967356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -1967361.500000 Penalty: 2930.537109
	Iteration 36Q: 3 clusters Score -1967362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -1967367.500000 Penalty: 2930.537109
	Iteration 37Q: 3 clusters Score -1967368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -1967368.875000 Penalty: 2930.537109
	Iteration 38Q: 3 clusters Score -1967369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -1967373.375000 Penalty: 2930.537109
	Iteration 39Q: 3 clusters Score -1967373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -1967374.250000 Penalty: 2930.537109
	Iteration 40F: 3 clusters Score -1967374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -1967374.750000 Penalty: 2930.537109
	Iteration 41Q: 3 clusters Score -1967375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -1967376.000000 Penalty: 2930.537109
	Iteration 42Q: 3 clusters Score -1967376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -1967374.250000 Penalty: 2930.537109
	Iteration 43Q: 3 clusters Score -1967374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -1967374.250000 Penalty: 2930.537109
	Iteration 44F: 3 clusters Score -1967374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Entering Unmasked Estep 
Score: -898138.875000 Penalty: 1353.007812
	Iteration 0F: 2 clusters Score -898138.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -892085.625000 Penalty: 2706.015625
	Iteration 0F: 3 clusters Score -892085.6 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -893968.437500 Penalty: 2706.015625
	Iteration 1F: 3 clusters Score -893968.4 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -894234.375000 Penalty: 2706.015625
	Iteration 2F: 3 clusters Score -894234.4 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -894397.375000 Penalty: 2706.015625
	Iteration 3Q: 3 clusters Score -894397.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -894523.625000 Penalty: 2706.015625
	Iteration 4Q: 3 clusters Score -894523.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -894632.000000 Penalty: 2706.015625
	Iteration 5Q: 3 clusters Score -894632 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -894732.687500 Penalty: 2706.015625
	Iteration 6Q: 3 clusters Score -894732.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -894822.000000 Penalty: 2706.015625
	Iteration 7Q: 3 clusters Score -894822 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -894895.625000 Penalty: 2706.015625
	Iteration 8Q: 3 clusters Score -894895.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -894970.812500 Penalty: 2706.015625
	Iteration 9Q: 3 clusters Score -894970.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -895049.000000 Penalty: 2706.015625
	Iteration 10Q: 3 clusters Score -895049 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -895127.375000 Penalty: 2706.015625
	Iteration 11Q: 3 clusters Score -895127.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -895212.750000 Penalty: 2706.015625
	Iteration 12Q: 3 clusters Score -895212.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -895318.187500 Penalty: 2706.015625
	Iteration 13Q: 3 clusters Score -895318.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -895452.000000 Penalty: 2706.015625
	Iteration 14Q: 3 clusters Score -895452 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -895612.500000 Penalty: 2706.015625
	Iteration 15Q: 3 clusters Score -895612.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -895765.812500 Penalty: 2706.015625
	Iteration 16Q: 3 clusters Score -895765.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -895934.875000 Penalty: 2706.015625
	Iteration 17Q: 3 clusters Score -895934.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -896118.312500 Penalty: 2706.015625
	Iteration 18Q: 3 clusters Score -896118.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -896294.812500 Penalty: 2706.015625
	Iteration 19Q: 3 clusters Score -896294.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -896459.437500 Penalty: 2706.015625
	Iteration 20F: 3 clusters Score -896459.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -896610.000000 Penalty: 2706.015625
	Iteration 21Q: 3 clusters Score -896610 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -896739.437500 Penalty: 2706.015625
	Iteration 22Q: 3 clusters Score -896739.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -896801.125000 Penalty: 2706.015625
	Iteration 23Q: 3 clusters Score -896801.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -896861.062500 Penalty: 2706.015625
	Iteration 24Q: 3 clusters Score -896861.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -896915.500000 Penalty: 2706.015625
	Iteration 25Q: 3 clusters Score -896915.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -896957.750000 Penalty: 2706.015625
	Iteration 26Q: 3 clusters Score -896957.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -896996.875000 Penalty: 2706.015625
	Iteration 27Q: 3 clusters Score -896996.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -897025.312500 Penalty: 2706.015625
	Iteration 28Q: 3 clusters Score -897025.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -897042.625000 Penalty: 2706.015625
	Iteration 29Q: 3 clusters Score -897042.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -897063.437500 Penalty: 2706.015625
	Iteration 30Q: 3 clusters Score -897063.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -897080.062500 Penalty: 2706.015625
	Iteration 31Q: 3 clusters Score -897080.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -897094.125000 Penalty: 2706.015625
	Iteration 32Q: 3 clusters Score -897094.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -897100.562500 Penalty: 2706.015625
	Iteration 33Q: 3 clusters Score -897100.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -897114.375000 Penalty: 2706.015625
	Iteration 34Q: 3 clusters Score -897114.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -897128.812500 Penalty: 2706.015625
	Iteration 35Q: 3 clusters Score -897128.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -897139.187500 Penalty: 2706.015625
	Iteration 36Q: 3 clusters Score -897139.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -897143.000000 Penalty: 2706.015625
	Iteration 37Q: 3 clusters Score -897143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -897143.375000 Penalty: 2706.015625
	Iteration 38Q: 3 clusters Score -897143.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -897143.250000 Penalty: 2706.015625
	Iteration 39Q: 3 clusters Score -897143.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -897145.625000 Penalty: 2706.015625
	Iteration 40F: 3 clusters Score -897145.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -897146.500000 Penalty: 2706.015625
	Iteration 41Q: 3 clusters Score -897146.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -897147.812500 Penalty: 2706.015625
	Iteration 42Q: 3 clusters Score -897147.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -897147.812500 Penalty: 2706.015625
	Iteration 43F: 3 clusters Score -897147.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (36561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36561 members 
Entering Unmasked Estep 
Score: -3796455.250000 Penalty: 1563.402588
	Iteration 0F: 2 clusters Score -3796455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -3772715.750000 Penalty: 3126.805176
	Iteration 0F: 3 clusters Score -3772716 nChanged 16719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -3781859.250000 Penalty: 3126.805176
	Iteration 1F: 3 clusters Score -3781859 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -3782424.250000 Penalty: 3126.805176
	Iteration 2Q: 3 clusters Score -3782424 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -3782949.750000 Penalty: 3126.805176
	Iteration 3Q: 3 clusters Score -3782950 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -3783454.000000 Penalty: 3126.805176
	Iteration 4Q: 3 clusters Score -3783454 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -3784119.500000 Penalty: 3126.805176
	Iteration 5Q: 3 clusters Score -3784120 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 22832 members 
Entering Unmasked Estep 
Score: -3784952.750000 Penalty: 3126.805176
	Iteration 6Q: 3 clusters Score -3784953 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 24427 members 
Entering Unmasked Estep 
Score: -3786022.000000 Penalty: 3126.805176
	Iteration 7F: 3 clusters Score -3786022 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 26336 members 
Entering Unmasked Estep 
Score: -3787423.750000 Penalty: 3126.805176
	Iteration 8F: 3 clusters Score -3787424 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 28410 members 
Entering Unmasked Estep 
Score: -3789047.750000 Penalty: 3126.805176
	Iteration 9F: 3 clusters Score -3789048 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 30459 members 
Entering Unmasked Estep 
Score: -3790693.250000 Penalty: 3126.805176
	Iteration 10F: 3 clusters Score -3790693 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 32203 members 
Entering Unmasked Estep 
Score: -3792107.750000 Penalty: 3126.805176
	Iteration 11Q: 3 clusters Score -3792108 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 33542 members 
Entering Unmasked Estep 
Score: -3793216.000000 Penalty: 3126.805176
	Iteration 12Q: 3 clusters Score -3793216 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 34416 members 
Entering Unmasked Estep 
Score: -3793913.000000 Penalty: 3126.805176
	Iteration 13Q: 3 clusters Score -3793913 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 35004 members 
Entering Unmasked Estep 
Score: -3794336.750000 Penalty: 3126.805176
	Iteration 14Q: 3 clusters Score -3794337 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 35371 members 
Entering Unmasked Estep 
Score: -3794632.500000 Penalty: 3126.805176
	Iteration 15Q: 3 clusters Score -3794632 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 35586 members 
Entering Unmasked Estep 
Score: -3794795.250000 Penalty: 3126.805176
	Iteration 16Q: 3 clusters Score -3794795 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 35736 members 
Entering Unmasked Estep 
Score: -3794907.500000 Penalty: 3126.805176
	Iteration 17Q: 3 clusters Score -3794908 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 35838 members 
Entering Unmasked Estep 
Score: -3795004.500000 Penalty: 3126.805176
	Iteration 18Q: 3 clusters Score -3795004 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 35915 members 
Entering Unmasked Estep 
Score: -3795089.250000 Penalty: 3126.805176
	Iteration 19Q: 3 clusters Score -3795089 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 35963 members 
Entering Unmasked Estep 
Score: -3795129.250000 Penalty: 3126.805176
	Iteration 20F: 3 clusters Score -3795129 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 36002 members 
Entering Unmasked Estep 
Score: -3795166.500000 Penalty: 3126.805176
	Iteration 21Q: 3 clusters Score -3795166 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 36025 members 
Entering Unmasked Estep 
Score: -3795188.000000 Penalty: 3126.805176
	Iteration 22Q: 3 clusters Score -3795188 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 36036 members 
Entering Unmasked Estep 
Score: -3795201.750000 Penalty: 3126.805176
	Iteration 23Q: 3 clusters Score -3795202 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 36050 members 
Entering Unmasked Estep 
Score: -3795221.500000 Penalty: 3126.805176
	Iteration 24Q: 3 clusters Score -3795222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 36059 members 
Entering Unmasked Estep 
Score: -3795229.000000 Penalty: 3126.805176
	Iteration 25Q: 3 clusters Score -3795229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 36066 members 
Entering Unmasked Estep 
Score: -3795231.500000 Penalty: 3126.805176
	Iteration 26Q: 3 clusters Score -3795232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 36070 members 
Entering Unmasked Estep 
Score: -3795235.250000 Penalty: 3126.805176
	Iteration 27Q: 3 clusters Score -3795235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 36069 members 
Entering Unmasked Estep 
Score: -3795233.750000 Penalty: 3126.805176
	Iteration 28Q: 3 clusters Score -3795234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 36070 members 
Entering Unmasked Estep 
Score: -3795237.750000 Penalty: 3126.805176
	Iteration 29Q: 3 clusters Score -3795238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 36071 members 
Entering Unmasked Estep 
Score: -3795236.500000 Penalty: 3126.805176
	Iteration 30Q: 3 clusters Score -3795236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 36073 members 
Entering Unmasked Estep 
Score: -3795235.000000 Penalty: 3126.805176
	Iteration 31Q: 3 clusters Score -3795235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 36075 members 
Entering Unmasked Estep 
Score: -3795235.000000 Penalty: 3126.805176
	Iteration 32Q: 3 clusters Score -3795235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 36076 members 
Entering Unmasked Estep 
Score: -3795234.250000 Penalty: 3126.805176
	Iteration 33Q: 3 clusters Score -3795234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 36076 members 
Entering Unmasked Estep 
Score: -3795234.250000 Penalty: 3126.805176
	Iteration 34F: 3 clusters Score -3795234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Entering Unmasked Estep 
Score: -205463.953125 Penalty: 1149.857300
	Iteration 0F: 2 clusters Score -205464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -203462.609375 Penalty: 2299.714600
	Iteration 0F: 3 clusters Score -203462.6 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -204049.390625 Penalty: 2299.714600
	Iteration 1F: 3 clusters Score -204049.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -204238.375000 Penalty: 2299.714600
	Iteration 2F: 3 clusters Score -204238.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -204368.781250 Penalty: 2299.714600
	Iteration 3F: 3 clusters Score -204368.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -204498.171875 Penalty: 2299.714600
	Iteration 4Q: 3 clusters Score -204498.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -204584.953125 Penalty: 2299.714600
	Iteration 5Q: 3 clusters Score -204585 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -204649.921875 Penalty: 2299.714600
	Iteration 6Q: 3 clusters Score -204649.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -204725.390625 Penalty: 2299.714600
	Iteration 7Q: 3 clusters Score -204725.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -204802.906250 Penalty: 2299.714600
	Iteration 8Q: 3 clusters Score -204802.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -204867.734375 Penalty: 2299.714600
	Iteration 9Q: 3 clusters Score -204867.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -204919.593750 Penalty: 2299.714600
	Iteration 10Q: 3 clusters Score -204919.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -204963.734375 Penalty: 2299.714600
	Iteration 11Q: 3 clusters Score -204963.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -205016.421875 Penalty: 2299.714600
	Iteration 12Q: 3 clusters Score -205016.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -205050.031250 Penalty: 2299.714600
	Iteration 13Q: 3 clusters Score -205050 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -205074.593750 Penalty: 2299.714600
	Iteration 14Q: 3 clusters Score -205074.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -205100.906250 Penalty: 2299.714600
	Iteration 15Q: 3 clusters Score -205100.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -205136.500000 Penalty: 2299.714600
	Iteration 16Q: 3 clusters Score -205136.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -205157.187500 Penalty: 2299.714600
	Iteration 17Q: 3 clusters Score -205157.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -205178.046875 Penalty: 2299.714600
	Iteration 18Q: 3 clusters Score -205178 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -205190.671875 Penalty: 2299.714600
	Iteration 19Q: 3 clusters Score -205190.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -205199.593750 Penalty: 2299.714600
	Iteration 20F: 3 clusters Score -205199.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -205204.171875 Penalty: 2299.714600
	Iteration 21Q: 3 clusters Score -205204.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -205208.046875 Penalty: 2299.714600
	Iteration 22Q: 3 clusters Score -205208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -205212.625000 Penalty: 2299.714600
	Iteration 23Q: 3 clusters Score -205212.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -205219.593750 Penalty: 2299.714600
	Iteration 24Q: 3 clusters Score -205219.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -205226.375000 Penalty: 2299.714600
	Iteration 25Q: 3 clusters Score -205226.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -205231.812500 Penalty: 2299.714600
	Iteration 26Q: 3 clusters Score -205231.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -205239.687500 Penalty: 2299.714600
	Iteration 27Q: 3 clusters Score -205239.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -205242.390625 Penalty: 2299.714600
	Iteration 28Q: 3 clusters Score -205242.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -205247.984375 Penalty: 2299.714600
	Iteration 29Q: 3 clusters Score -205248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -205249.625000 Penalty: 2299.714600
	Iteration 30Q: 3 clusters Score -205249.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -205250.031250 Penalty: 2299.714600
	Iteration 31Q: 3 clusters Score -205250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -205250.031250 Penalty: 2299.714600
	Iteration 32F: 3 clusters Score -205250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (37561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37561 members 
Entering Unmasked Estep 
Score: -3878929.500000 Penalty: 1567.417847
	Iteration 0F: 2 clusters Score -3878930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -3854420.250000 Penalty: 3134.835693
	Iteration 0F: 3 clusters Score -3854420 nChanged 17114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -3864089.500000 Penalty: 3134.835693
	Iteration 1F: 3 clusters Score -3864090 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -3864928.750000 Penalty: 3134.835693
	Iteration 2F: 3 clusters Score -3864929 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -3865916.000000 Penalty: 3134.835693
	Iteration 3F: 3 clusters Score -3865916 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23143 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -3867176.750000 Penalty: 3134.835693
	Iteration 4F: 3 clusters Score -3867177 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -3868740.250000 Penalty: 3134.835693
	Iteration 5F: 3 clusters Score -3868740 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -3870380.500000 Penalty: 3134.835693
	Iteration 6F: 3 clusters Score -3870380 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28336 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -3871912.250000 Penalty: 3134.835693
	Iteration 7F: 3 clusters Score -3871912 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29877 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -3873119.500000 Penalty: 3134.835693
	Iteration 8F: 3 clusters Score -3873120 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31239 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -3874106.250000 Penalty: 3134.835693
	Iteration 9Q: 3 clusters Score -3874106 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32462 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -3874929.750000 Penalty: 3134.835693
	Iteration 10Q: 3 clusters Score -3874930 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33427 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -3875572.500000 Penalty: 3134.835693
	Iteration 11Q: 3 clusters Score -3875572 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34214 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -3876123.000000 Penalty: 3134.835693
	Iteration 12Q: 3 clusters Score -3876123 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34823 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -3876544.750000 Penalty: 3134.835693
	Iteration 13Q: 3 clusters Score -3876545 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35258 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -3876797.500000 Penalty: 3134.835693
	Iteration 14Q: 3 clusters Score -3876798 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35591 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -3876980.000000 Penalty: 3134.835693
	Iteration 15Q: 3 clusters Score -3876980 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35848 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -3877134.000000 Penalty: 3134.835693
	Iteration 16Q: 3 clusters Score -3877134 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36042 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -3877239.500000 Penalty: 3134.835693
	Iteration 17Q: 3 clusters Score -3877240 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36185 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -3877328.500000 Penalty: 3134.835693
	Iteration 18Q: 3 clusters Score -3877328 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36299 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -3877398.000000 Penalty: 3134.835693
	Iteration 19Q: 3 clusters Score -3877398 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36392 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -3877449.250000 Penalty: 3134.835693
	Iteration 20F: 3 clusters Score -3877449 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36472 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3877483.250000 Penalty: 3134.835693
	Iteration 21Q: 3 clusters Score -3877483 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36543 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -3877518.750000 Penalty: 3134.835693
	Iteration 22Q: 3 clusters Score -3877519 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36605 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -3877545.250000 Penalty: 3134.835693
	Iteration 23Q: 3 clusters Score -3877545 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36641 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -3877568.000000 Penalty: 3134.835693
	Iteration 24Q: 3 clusters Score -3877568 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36674 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -3877580.500000 Penalty: 3134.835693
	Iteration 25Q: 3 clusters Score -3877580 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36703 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -3877598.250000 Penalty: 3134.835693
	Iteration 26Q: 3 clusters Score -3877598 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36728 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -3877610.250000 Penalty: 3134.835693
	Iteration 27Q: 3 clusters Score -3877610 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36749 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -3877622.750000 Penalty: 3134.835693
	Iteration 28Q: 3 clusters Score -3877623 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36772 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3877632.750000 Penalty: 3134.835693
	Iteration 29Q: 3 clusters Score -3877633 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36787 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -3877638.750000 Penalty: 3134.835693
	Iteration 30Q: 3 clusters Score -3877639 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36801 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3877642.750000 Penalty: 3134.835693
	Iteration 31Q: 3 clusters Score -3877643 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36813 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3877650.250000 Penalty: 3134.835693
	Iteration 32Q: 3 clusters Score -3877650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36822 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3877653.500000 Penalty: 3134.835693
	Iteration 33Q: 3 clusters Score -3877654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36829 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -3877657.750000 Penalty: 3134.835693
	Iteration 34Q: 3 clusters Score -3877658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36837 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -3877666.250000 Penalty: 3134.835693
	Iteration 35Q: 3 clusters Score -3877666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36843 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -3877673.000000 Penalty: 3134.835693
	Iteration 36Q: 3 clusters Score -3877673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36848 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -3877676.500000 Penalty: 3134.835693
	Iteration 37Q: 3 clusters Score -3877676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36850 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -3877684.000000 Penalty: 3134.835693
	Iteration 38Q: 3 clusters Score -3877684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36852 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -3877685.500000 Penalty: 3134.835693
	Iteration 39Q: 3 clusters Score -3877686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36852 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -3877684.250000 Penalty: 3134.835693
	Iteration 40F: 3 clusters Score -3877684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36854 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -3877683.750000 Penalty: 3134.835693
	Iteration 41Q: 3 clusters Score -3877684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36855 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -3877685.500000 Penalty: 3134.835693
	Iteration 42Q: 3 clusters Score -3877686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36856 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -3877688.000000 Penalty: 3134.835693
	Iteration 43Q: 3 clusters Score -3877688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36857 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -3877687.750000 Penalty: 3134.835693
	Iteration 44Q: 3 clusters Score -3877688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36859 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -3877690.250000 Penalty: 3134.835693
	Iteration 45Q: 3 clusters Score -3877690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36861 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -3877691.750000 Penalty: 3134.835693
	Iteration 46Q: 3 clusters Score -3877692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36864 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -3877693.500000 Penalty: 3134.835693
	Iteration 47Q: 3 clusters Score -3877694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36864 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -3877693.500000 Penalty: 3134.835693
	Iteration 48F: 3 clusters Score -3877694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (14876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Entering Unmasked Estep 
Score: -1502155.375000 Penalty: 1429.596802
	Iteration 0F: 2 clusters Score -1502155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1492301.875000 Penalty: 2859.193604
	Iteration 0F: 3 clusters Score -1492302 nChanged 6463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1495849.000000 Penalty: 2859.193604
	Iteration 1F: 3 clusters Score -1495849 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1496293.000000 Penalty: 2859.193604
	Iteration 2F: 3 clusters Score -1496293 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1496658.000000 Penalty: 2859.193604
	Iteration 3F: 3 clusters Score -1496658 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1496983.375000 Penalty: 2859.193604
	Iteration 4Q: 3 clusters Score -1496983 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1497323.500000 Penalty: 2859.193604
	Iteration 5Q: 3 clusters Score -1497324 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1497689.125000 Penalty: 2859.193604
	Iteration 6Q: 3 clusters Score -1497689 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1498098.750000 Penalty: 2859.193604
	Iteration 7Q: 3 clusters Score -1498099 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1498548.750000 Penalty: 2859.193604
	Iteration 8Q: 3 clusters Score -1498549 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -1499005.125000 Penalty: 2859.193604
	Iteration 9Q: 3 clusters Score -1499005 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -1499445.500000 Penalty: 2859.193604
	Iteration 10Q: 3 clusters Score -1499446 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -1499805.500000 Penalty: 2859.193604
	Iteration 11Q: 3 clusters Score -1499806 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -1500123.750000 Penalty: 2859.193604
	Iteration 12Q: 3 clusters Score -1500124 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -1500389.250000 Penalty: 2859.193604
	Iteration 13Q: 3 clusters Score -1500389 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -1500557.625000 Penalty: 2859.193604
	Iteration 14Q: 3 clusters Score -1500558 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -1500699.500000 Penalty: 2859.193604
	Iteration 15Q: 3 clusters Score -1500700 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -1500810.375000 Penalty: 2859.193604
	Iteration 16Q: 3 clusters Score -1500810 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -1500867.875000 Penalty: 2859.193604
	Iteration 17Q: 3 clusters Score -1500868 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -1500905.125000 Penalty: 2859.193604
	Iteration 18Q: 3 clusters Score -1500905 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -1500927.875000 Penalty: 2859.193604
	Iteration 19Q: 3 clusters Score -1500928 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -1500949.250000 Penalty: 2859.193604
	Iteration 20F: 3 clusters Score -1500949 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -1500966.375000 Penalty: 2859.193604
	Iteration 21Q: 3 clusters Score -1500966 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -1500986.000000 Penalty: 2859.193604
	Iteration 22Q: 3 clusters Score -1500986 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -1500995.750000 Penalty: 2859.193604
	Iteration 23Q: 3 clusters Score -1500996 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -1501003.625000 Penalty: 2859.193604
	Iteration 24Q: 3 clusters Score -1501004 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -1501011.125000 Penalty: 2859.193604
	Iteration 25Q: 3 clusters Score -1501011 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -1501021.000000 Penalty: 2859.193604
	Iteration 26Q: 3 clusters Score -1501021 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -1501027.750000 Penalty: 2859.193604
	Iteration 27Q: 3 clusters Score -1501028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -1501028.875000 Penalty: 2859.193604
	Iteration 28Q: 3 clusters Score -1501029 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -1501029.500000 Penalty: 2859.193604
	Iteration 29Q: 3 clusters Score -1501030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -1501032.250000 Penalty: 2859.193604
	Iteration 30Q: 3 clusters Score -1501032 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -1501039.125000 Penalty: 2859.193604
	Iteration 31Q: 3 clusters Score -1501039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -1501041.625000 Penalty: 2859.193604
	Iteration 32Q: 3 clusters Score -1501042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -1501040.125000 Penalty: 2859.193604
	Iteration 33Q: 3 clusters Score -1501040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -1501048.500000 Penalty: 2859.193604
	Iteration 34Q: 3 clusters Score -1501048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -1501051.500000 Penalty: 2859.193604
	Iteration 35Q: 3 clusters Score -1501052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -1501049.500000 Penalty: 2859.193604
	Iteration 36Q: 3 clusters Score -1501050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -1501049.250000 Penalty: 2859.193604
	Iteration 37Q: 3 clusters Score -1501049 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -1501055.250000 Penalty: 2859.193604
	Iteration 38Q: 3 clusters Score -1501055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -1501057.500000 Penalty: 2859.193604
	Iteration 39Q: 3 clusters Score -1501058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -1501063.375000 Penalty: 2859.193604
	Iteration 40F: 3 clusters Score -1501063 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -1501071.375000 Penalty: 2859.193604
	Iteration 41Q: 3 clusters Score -1501071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -1501069.000000 Penalty: 2859.193604
	Iteration 42Q: 3 clusters Score -1501069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -1501070.750000 Penalty: 2859.193604
	Iteration 43Q: 3 clusters Score -1501071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -1501074.125000 Penalty: 2859.193604
	Iteration 44Q: 3 clusters Score -1501074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -1501074.625000 Penalty: 2859.193604
	Iteration 45Q: 3 clusters Score -1501075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -1501075.875000 Penalty: 2859.193604
	Iteration 46Q: 3 clusters Score -1501076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -1501074.875000 Penalty: 2859.193604
	Iteration 47Q: 3 clusters Score -1501075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -1501071.375000 Penalty: 2859.193604
	Iteration 48Q: 3 clusters Score -1501071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -1501074.625000 Penalty: 2859.193604
	Iteration 49Q: 3 clusters Score -1501075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -1501079.125000 Penalty: 2859.193604
	Iteration 50Q: 3 clusters Score -1501079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -1501078.125000 Penalty: 2859.193604
	Iteration 51Q: 3 clusters Score -1501078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -1501077.000000 Penalty: 2859.193604
	Iteration 52Q: 3 clusters Score -1501077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -1501079.250000 Penalty: 2859.193604
	Iteration 53Q: 3 clusters Score -1501079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -1501081.625000 Penalty: 2859.193604
	Iteration 54Q: 3 clusters Score -1501082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -1501079.250000 Penalty: 2859.193604
	Iteration 55Q: 3 clusters Score -1501079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -1501079.250000 Penalty: 2859.193604
	Iteration 56F: 3 clusters Score -1501079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (17590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Entering Unmasked Estep 
Score: -1848634.875000 Penalty: 1454.532715
	Iteration 0F: 2 clusters Score -1848635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1837117.750000 Penalty: 2909.065430
	Iteration 0F: 3 clusters Score -1837118 nChanged 7584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1841190.375000 Penalty: 2909.065430
	Iteration 1F: 3 clusters Score -1841190 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1841658.750000 Penalty: 2909.065430
	Iteration 2F: 3 clusters Score -1841659 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1842239.250000 Penalty: 2909.065430
	Iteration 3F: 3 clusters Score -1842239 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1842917.500000 Penalty: 2909.065430
	Iteration 4F: 3 clusters Score -1842918 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1843723.000000 Penalty: 2909.065430
	Iteration 5F: 3 clusters Score -1843723 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1844534.750000 Penalty: 2909.065430
	Iteration 6F: 3 clusters Score -1844535 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1845222.250000 Penalty: 2909.065430
	Iteration 7F: 3 clusters Score -1845222 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1845846.750000 Penalty: 2909.065430
	Iteration 8Q: 3 clusters Score -1845847 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1846314.875000 Penalty: 2909.065430
	Iteration 9Q: 3 clusters Score -1846315 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1846659.500000 Penalty: 2909.065430
	Iteration 10Q: 3 clusters Score -1846660 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1846879.250000 Penalty: 2909.065430
	Iteration 11Q: 3 clusters Score -1846879 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1847053.750000 Penalty: 2909.065430
	Iteration 12Q: 3 clusters Score -1847054 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1847167.875000 Penalty: 2909.065430
	Iteration 13Q: 3 clusters Score -1847168 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1847243.750000 Penalty: 2909.065430
	Iteration 14Q: 3 clusters Score -1847244 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1847290.500000 Penalty: 2909.065430
	Iteration 15Q: 3 clusters Score -1847290 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1847317.500000 Penalty: 2909.065430
	Iteration 16Q: 3 clusters Score -1847318 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1847352.250000 Penalty: 2909.065430
	Iteration 17Q: 3 clusters Score -1847352 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1847393.500000 Penalty: 2909.065430
	Iteration 18Q: 3 clusters Score -1847394 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1847415.000000 Penalty: 2909.065430
	Iteration 19Q: 3 clusters Score -1847415 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1847430.750000 Penalty: 2909.065430
	Iteration 20F: 3 clusters Score -1847431 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1847440.250000 Penalty: 2909.065430
	Iteration 21Q: 3 clusters Score -1847440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1847456.375000 Penalty: 2909.065430
	Iteration 22Q: 3 clusters Score -1847456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1847466.875000 Penalty: 2909.065430
	Iteration 23Q: 3 clusters Score -1847467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1847474.125000 Penalty: 2909.065430
	Iteration 24Q: 3 clusters Score -1847474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1847475.000000 Penalty: 2909.065430
	Iteration 25Q: 3 clusters Score -1847475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1847477.125000 Penalty: 2909.065430
	Iteration 26Q: 3 clusters Score -1847477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1847485.750000 Penalty: 2909.065430
	Iteration 27Q: 3 clusters Score -1847486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1847486.250000 Penalty: 2909.065430
	Iteration 28Q: 3 clusters Score -1847486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1847486.625000 Penalty: 2909.065430
	Iteration 29Q: 3 clusters Score -1847487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1847486.625000 Penalty: 2909.065430
	Iteration 30F: 3 clusters Score -1847487 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (5559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Entering Unmasked Estep 
Score: -587618.500000 Penalty: 1283.128296
	Iteration 0F: 2 clusters Score -587618.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -583585.750000 Penalty: 2566.256592
	Iteration 0F: 3 clusters Score -583585.8 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -584759.937500 Penalty: 2566.256592
	Iteration 1F: 3 clusters Score -584759.9 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -585003.375000 Penalty: 2566.256592
	Iteration 2F: 3 clusters Score -585003.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -585150.687500 Penalty: 2566.256592
	Iteration 3Q: 3 clusters Score -585150.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -585254.562500 Penalty: 2566.256592
	Iteration 4Q: 3 clusters Score -585254.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -585360.250000 Penalty: 2566.256592
	Iteration 5Q: 3 clusters Score -585360.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -585454.375000 Penalty: 2566.256592
	Iteration 6Q: 3 clusters Score -585454.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -585546.312500 Penalty: 2566.256592
	Iteration 7Q: 3 clusters Score -585546.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -585637.062500 Penalty: 2566.256592
	Iteration 8Q: 3 clusters Score -585637.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -585730.937500 Penalty: 2566.256592
	Iteration 9Q: 3 clusters Score -585730.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -585827.312500 Penalty: 2566.256592
	Iteration 10Q: 3 clusters Score -585827.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -585927.250000 Penalty: 2566.256592
	Iteration 11Q: 3 clusters Score -585927.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -586004.125000 Penalty: 2566.256592
	Iteration 12Q: 3 clusters Score -586004.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -586078.125000 Penalty: 2566.256592
	Iteration 13Q: 3 clusters Score -586078.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -586159.250000 Penalty: 2566.256592
	Iteration 14Q: 3 clusters Score -586159.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -586232.437500 Penalty: 2566.256592
	Iteration 15Q: 3 clusters Score -586232.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -586301.187500 Penalty: 2566.256592
	Iteration 16Q: 3 clusters Score -586301.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -586350.500000 Penalty: 2566.256592
	Iteration 17Q: 3 clusters Score -586350.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -586388.250000 Penalty: 2566.256592
	Iteration 18Q: 3 clusters Score -586388.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -586423.750000 Penalty: 2566.256592
	Iteration 19Q: 3 clusters Score -586423.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -586456.500000 Penalty: 2566.256592
	Iteration 20F: 3 clusters Score -586456.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -586496.437500 Penalty: 2566.256592
	Iteration 21Q: 3 clusters Score -586496.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -586528.875000 Penalty: 2566.256592
	Iteration 22Q: 3 clusters Score -586528.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -586554.937500 Penalty: 2566.256592
	Iteration 23Q: 3 clusters Score -586554.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -586570.437500 Penalty: 2566.256592
	Iteration 24Q: 3 clusters Score -586570.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -586578.812500 Penalty: 2566.256592
	Iteration 25Q: 3 clusters Score -586578.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -586585.687500 Penalty: 2566.256592
	Iteration 26Q: 3 clusters Score -586585.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -586590.562500 Penalty: 2566.256592
	Iteration 27Q: 3 clusters Score -586590.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -586595.687500 Penalty: 2566.256592
	Iteration 28Q: 3 clusters Score -586595.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -586601.000000 Penalty: 2566.256592
	Iteration 29Q: 3 clusters Score -586601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -586604.937500 Penalty: 2566.256592
	Iteration 30Q: 3 clusters Score -586604.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -586607.250000 Penalty: 2566.256592
	Iteration 31Q: 3 clusters Score -586607.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -586610.812500 Penalty: 2566.256592
	Iteration 32Q: 3 clusters Score -586610.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -586610.687500 Penalty: 2566.256592
	Iteration 33Q: 3 clusters Score -586610.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -586610.687500 Penalty: 2566.256592
	Iteration 34F: 3 clusters Score -586610.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Entering Unmasked Estep 
Score: -61663.667969 Penalty: 951.863159
	Iteration 0F: 2 clusters Score -61663.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -60672.652344 Penalty: 1903.726318
	Iteration 0F: 3 clusters Score -60672.65 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -60882.093750 Penalty: 1903.726318
	Iteration 1F: 3 clusters Score -60882.09 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -60955.031250 Penalty: 1903.726318
	Iteration 2Q: 3 clusters Score -60955.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -60976.968750 Penalty: 1903.726318
	Iteration 3Q: 3 clusters Score -60976.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -60993.453125 Penalty: 1903.726318
	Iteration 4Q: 3 clusters Score -60993.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -60996.210938 Penalty: 1903.726318
	Iteration 5Q: 3 clusters Score -60996.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -60996.210938 Penalty: 1903.726318
	Iteration 6F: 3 clusters Score -60996.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (8273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Entering Unmasked Estep 
Score: -810199.250000 Penalty: 1342.288086
	Iteration 0F: 2 clusters Score -810199.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -804438.437500 Penalty: 2684.576172
	Iteration 0F: 3 clusters Score -804438.4 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -806313.812500 Penalty: 2684.576172
	Iteration 1F: 3 clusters Score -806313.8 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -806579.875000 Penalty: 2684.576172
	Iteration 2F: 3 clusters Score -806579.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -806771.625000 Penalty: 2684.576172
	Iteration 3Q: 3 clusters Score -806771.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -806919.125000 Penalty: 2684.576172
	Iteration 4Q: 3 clusters Score -806919.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -807041.000000 Penalty: 2684.576172
	Iteration 5Q: 3 clusters Score -807041 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -807144.125000 Penalty: 2684.576172
	Iteration 6Q: 3 clusters Score -807144.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -807257.000000 Penalty: 2684.576172
	Iteration 7Q: 3 clusters Score -807257 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -807364.750000 Penalty: 2684.576172
	Iteration 8Q: 3 clusters Score -807364.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -807481.375000 Penalty: 2684.576172
	Iteration 9Q: 3 clusters Score -807481.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -807603.125000 Penalty: 2684.576172
	Iteration 10Q: 3 clusters Score -807603.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -807731.812500 Penalty: 2684.576172
	Iteration 11Q: 3 clusters Score -807731.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -807861.562500 Penalty: 2684.576172
	Iteration 12Q: 3 clusters Score -807861.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -808005.312500 Penalty: 2684.576172
	Iteration 13Q: 3 clusters Score -808005.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -808131.875000 Penalty: 2684.576172
	Iteration 14Q: 3 clusters Score -808131.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -808235.812500 Penalty: 2684.576172
	Iteration 15Q: 3 clusters Score -808235.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -808331.687500 Penalty: 2684.576172
	Iteration 16Q: 3 clusters Score -808331.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -808401.750000 Penalty: 2684.576172
	Iteration 17Q: 3 clusters Score -808401.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -808462.937500 Penalty: 2684.576172
	Iteration 18Q: 3 clusters Score -808462.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -808516.187500 Penalty: 2684.576172
	Iteration 19Q: 3 clusters Score -808516.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -808558.812500 Penalty: 2684.576172
	Iteration 20F: 3 clusters Score -808558.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -808596.187500 Penalty: 2684.576172
	Iteration 21Q: 3 clusters Score -808596.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -808636.312500 Penalty: 2684.576172
	Iteration 22Q: 3 clusters Score -808636.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -808670.187500 Penalty: 2684.576172
	Iteration 23Q: 3 clusters Score -808670.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -808698.375000 Penalty: 2684.576172
	Iteration 24Q: 3 clusters Score -808698.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -808721.062500 Penalty: 2684.576172
	Iteration 25Q: 3 clusters Score -808721.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -808733.125000 Penalty: 2684.576172
	Iteration 26Q: 3 clusters Score -808733.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -808746.437500 Penalty: 2684.576172
	Iteration 27Q: 3 clusters Score -808746.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -808759.500000 Penalty: 2684.576172
	Iteration 28Q: 3 clusters Score -808759.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -808774.750000 Penalty: 2684.576172
	Iteration 29Q: 3 clusters Score -808774.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -808788.000000 Penalty: 2684.576172
	Iteration 30Q: 3 clusters Score -808788 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -808804.812500 Penalty: 2684.576172
	Iteration 31Q: 3 clusters Score -808804.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -808820.687500 Penalty: 2684.576172
	Iteration 32Q: 3 clusters Score -808820.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -808837.000000 Penalty: 2684.576172
	Iteration 33Q: 3 clusters Score -808837 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -808848.687500 Penalty: 2684.576172
	Iteration 34Q: 3 clusters Score -808848.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -808869.250000 Penalty: 2684.576172
	Iteration 35Q: 3 clusters Score -808869.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -808887.687500 Penalty: 2684.576172
	Iteration 36Q: 3 clusters Score -808887.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -808902.187500 Penalty: 2684.576172
	Iteration 37Q: 3 clusters Score -808902.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -808918.125000 Penalty: 2684.576172
	Iteration 38Q: 3 clusters Score -808918.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -808937.437500 Penalty: 2684.576172
	Iteration 39Q: 3 clusters Score -808937.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -808964.937500 Penalty: 2684.576172
	Iteration 40F: 3 clusters Score -808964.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -808987.187500 Penalty: 2684.576172
	Iteration 41Q: 3 clusters Score -808987.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -809006.750000 Penalty: 2684.576172
	Iteration 42Q: 3 clusters Score -809006.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -809024.000000 Penalty: 2684.576172
	Iteration 43Q: 3 clusters Score -809024 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -809044.437500 Penalty: 2684.576172
	Iteration 44Q: 3 clusters Score -809044.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -809068.312500 Penalty: 2684.576172
	Iteration 45Q: 3 clusters Score -809068.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -809088.750000 Penalty: 2684.576172
	Iteration 46Q: 3 clusters Score -809088.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -809112.437500 Penalty: 2684.576172
	Iteration 47Q: 3 clusters Score -809112.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -809145.000000 Penalty: 2684.576172
	Iteration 48Q: 3 clusters Score -809145 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -809188.187500 Penalty: 2684.576172
	Iteration 49Q: 3 clusters Score -809188.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -809243.062500 Penalty: 2684.576172
	Iteration 50Q: 3 clusters Score -809243.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -809302.937500 Penalty: 2684.576172
	Iteration 51Q: 3 clusters Score -809302.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -809370.250000 Penalty: 2684.576172
	Iteration 52Q: 3 clusters Score -809370.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -809436.500000 Penalty: 2684.576172
	Iteration 53Q: 3 clusters Score -809436.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -809496.250000 Penalty: 2684.576172
	Iteration 54Q: 3 clusters Score -809496.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -809565.250000 Penalty: 2684.576172
	Iteration 55Q: 3 clusters Score -809565.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -809632.562500 Penalty: 2684.576172
	Iteration 56Q: 3 clusters Score -809632.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -809673.500000 Penalty: 2684.576172
	Iteration 57Q: 3 clusters Score -809673.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -809704.812500 Penalty: 2684.576172
	Iteration 58Q: 3 clusters Score -809704.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -809724.875000 Penalty: 2684.576172
	Iteration 59Q: 3 clusters Score -809724.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -809743.187500 Penalty: 2684.576172
	Iteration 60F: 3 clusters Score -809743.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -809754.687500 Penalty: 2684.576172
	Iteration 61Q: 3 clusters Score -809754.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -809760.750000 Penalty: 2684.576172
	Iteration 62Q: 3 clusters Score -809760.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -809764.437500 Penalty: 2684.576172
	Iteration 63Q: 3 clusters Score -809764.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -809770.000000 Penalty: 2684.576172
	Iteration 64Q: 3 clusters Score -809770 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -809775.125000 Penalty: 2684.576172
	Iteration 65Q: 3 clusters Score -809775.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -809780.250000 Penalty: 2684.576172
	Iteration 66Q: 3 clusters Score -809780.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -809782.687500 Penalty: 2684.576172
	Iteration 67Q: 3 clusters Score -809782.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -809783.625000 Penalty: 2684.576172
	Iteration 68Q: 3 clusters Score -809783.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -809784.250000 Penalty: 2684.576172
	Iteration 69Q: 3 clusters Score -809784.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -809786.375000 Penalty: 2684.576172
	Iteration 70Q: 3 clusters Score -809786.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -809790.875000 Penalty: 2684.576172
	Iteration 71Q: 3 clusters Score -809790.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -809790.687500 Penalty: 2684.576172
	Iteration 72Q: 3 clusters Score -809790.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -809791.937500 Penalty: 2684.576172
	Iteration 73Q: 3 clusters Score -809791.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -809794.187500 Penalty: 2684.576172
	Iteration 74Q: 3 clusters Score -809794.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -809801.062500 Penalty: 2684.576172
	Iteration 75Q: 3 clusters Score -809801.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -809806.187500 Penalty: 2684.576172
	Iteration 76Q: 3 clusters Score -809806.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -809810.437500 Penalty: 2684.576172
	Iteration 77Q: 3 clusters Score -809810.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -809814.875000 Penalty: 2684.576172
	Iteration 78Q: 3 clusters Score -809814.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -809817.375000 Penalty: 2684.576172
	Iteration 79Q: 3 clusters Score -809817.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -809818.687500 Penalty: 2684.576172
	Iteration 80F: 3 clusters Score -809818.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -809817.875000 Penalty: 2684.576172
	Iteration 81Q: 3 clusters Score -809817.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -809821.375000 Penalty: 2684.576172
	Iteration 82Q: 3 clusters Score -809821.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -809821.375000 Penalty: 2684.576172
	Iteration 83F: 3 clusters Score -809821.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (15077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Entering Unmasked Estep 
Score: -1580769.500000 Penalty: 1431.593750
	Iteration 0F: 2 clusters Score -1580770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1570797.375000 Penalty: 2863.187500
	Iteration 0F: 3 clusters Score -1570797 nChanged 6495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1574427.375000 Penalty: 2863.187500
	Iteration 1F: 3 clusters Score -1574427 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1574913.500000 Penalty: 2863.187500
	Iteration 2F: 3 clusters Score -1574914 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1575352.125000 Penalty: 2863.187500
	Iteration 3F: 3 clusters Score -1575352 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1575767.125000 Penalty: 2863.187500
	Iteration 4F: 3 clusters Score -1575767 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1576122.250000 Penalty: 2863.187500
	Iteration 5F: 3 clusters Score -1576122 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1576455.750000 Penalty: 2863.187500
	Iteration 6Q: 3 clusters Score -1576456 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1576760.250000 Penalty: 2863.187500
	Iteration 7Q: 3 clusters Score -1576760 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1577054.875000 Penalty: 2863.187500
	Iteration 8Q: 3 clusters Score -1577055 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1577317.875000 Penalty: 2863.187500
	Iteration 9Q: 3 clusters Score -1577318 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1577617.625000 Penalty: 2863.187500
	Iteration 10Q: 3 clusters Score -1577618 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1577909.750000 Penalty: 2863.187500
	Iteration 11Q: 3 clusters Score -1577910 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1578213.250000 Penalty: 2863.187500
	Iteration 12Q: 3 clusters Score -1578213 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1578487.500000 Penalty: 2863.187500
	Iteration 13Q: 3 clusters Score -1578488 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1578710.000000 Penalty: 2863.187500
	Iteration 14Q: 3 clusters Score -1578710 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1578917.750000 Penalty: 2863.187500
	Iteration 15Q: 3 clusters Score -1578918 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1579095.875000 Penalty: 2863.187500
	Iteration 16Q: 3 clusters Score -1579096 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1579239.875000 Penalty: 2863.187500
	Iteration 17Q: 3 clusters Score -1579240 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1579337.375000 Penalty: 2863.187500
	Iteration 18Q: 3 clusters Score -1579337 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1579412.750000 Penalty: 2863.187500
	Iteration 19Q: 3 clusters Score -1579413 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1579470.750000 Penalty: 2863.187500
	Iteration 20F: 3 clusters Score -1579471 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1579491.000000 Penalty: 2863.187500
	Iteration 21Q: 3 clusters Score -1579491 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1579515.125000 Penalty: 2863.187500
	Iteration 22Q: 3 clusters Score -1579515 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1579529.875000 Penalty: 2863.187500
	Iteration 23Q: 3 clusters Score -1579530 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1579545.000000 Penalty: 2863.187500
	Iteration 24Q: 3 clusters Score -1579545 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1579555.375000 Penalty: 2863.187500
	Iteration 25Q: 3 clusters Score -1579555 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1579560.250000 Penalty: 2863.187500
	Iteration 26Q: 3 clusters Score -1579560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1579568.125000 Penalty: 2863.187500
	Iteration 27Q: 3 clusters Score -1579568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1579572.125000 Penalty: 2863.187500
	Iteration 28Q: 3 clusters Score -1579572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1579570.500000 Penalty: 2863.187500
	Iteration 29Q: 3 clusters Score -1579570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1579570.500000 Penalty: 2863.187500
	Iteration 30F: 3 clusters Score -1579570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (4603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Entering Unmasked Estep 
Score: -446588.625000 Penalty: 1255.048218
	Iteration 0F: 2 clusters Score -446588.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -443174.531250 Penalty: 2510.096436
	Iteration 0F: 3 clusters Score -443174.5 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -444176.937500 Penalty: 2510.096436
	Iteration 1F: 3 clusters Score -444176.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -444379.250000 Penalty: 2510.096436
	Iteration 2F: 3 clusters Score -444379.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -444553.843750 Penalty: 2510.096436
	Iteration 3F: 3 clusters Score -444553.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -444666.781250 Penalty: 2510.096436
	Iteration 4Q: 3 clusters Score -444666.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -444743.968750 Penalty: 2510.096436
	Iteration 5Q: 3 clusters Score -444744 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -444816.593750 Penalty: 2510.096436
	Iteration 6Q: 3 clusters Score -444816.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -444866.781250 Penalty: 2510.096436
	Iteration 7Q: 3 clusters Score -444866.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -444918.062500 Penalty: 2510.096436
	Iteration 8Q: 3 clusters Score -444918.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -444981.593750 Penalty: 2510.096436
	Iteration 9Q: 3 clusters Score -444981.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -445028.312500 Penalty: 2510.096436
	Iteration 10Q: 3 clusters Score -445028.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -445062.718750 Penalty: 2510.096436
	Iteration 11Q: 3 clusters Score -445062.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -445088.687500 Penalty: 2510.096436
	Iteration 12Q: 3 clusters Score -445088.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -445108.843750 Penalty: 2510.096436
	Iteration 13Q: 3 clusters Score -445108.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -445130.031250 Penalty: 2510.096436
	Iteration 14Q: 3 clusters Score -445130 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -445150.750000 Penalty: 2510.096436
	Iteration 15Q: 3 clusters Score -445150.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -445182.031250 Penalty: 2510.096436
	Iteration 16Q: 3 clusters Score -445182 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -445216.125000 Penalty: 2510.096436
	Iteration 17Q: 3 clusters Score -445216.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -445251.656250 Penalty: 2510.096436
	Iteration 18Q: 3 clusters Score -445251.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -445285.593750 Penalty: 2510.096436
	Iteration 19Q: 3 clusters Score -445285.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -445320.906250 Penalty: 2510.096436
	Iteration 20F: 3 clusters Score -445320.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -445357.156250 Penalty: 2510.096436
	Iteration 21Q: 3 clusters Score -445357.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -445383.562500 Penalty: 2510.096436
	Iteration 22Q: 3 clusters Score -445383.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -445409.625000 Penalty: 2510.096436
	Iteration 23Q: 3 clusters Score -445409.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -445434.437500 Penalty: 2510.096436
	Iteration 24Q: 3 clusters Score -445434.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -445453.250000 Penalty: 2510.096436
	Iteration 25Q: 3 clusters Score -445453.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -445469.500000 Penalty: 2510.096436
	Iteration 26Q: 3 clusters Score -445469.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -445478.500000 Penalty: 2510.096436
	Iteration 27Q: 3 clusters Score -445478.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -445485.375000 Penalty: 2510.096436
	Iteration 28Q: 3 clusters Score -445485.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -445491.687500 Penalty: 2510.096436
	Iteration 29Q: 3 clusters Score -445491.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -445496.093750 Penalty: 2510.096436
	Iteration 30Q: 3 clusters Score -445496.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -445498.406250 Penalty: 2510.096436
	Iteration 31Q: 3 clusters Score -445498.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -445500.000000 Penalty: 2510.096436
	Iteration 32Q: 3 clusters Score -445500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -445502.562500 Penalty: 2510.096436
	Iteration 33Q: 3 clusters Score -445502.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -445504.406250 Penalty: 2510.096436
	Iteration 34Q: 3 clusters Score -445504.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -445506.375000 Penalty: 2510.096436
	Iteration 35Q: 3 clusters Score -445506.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -445508.468750 Penalty: 2510.096436
	Iteration 36Q: 3 clusters Score -445508.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -445509.656250 Penalty: 2510.096436
	Iteration 37Q: 3 clusters Score -445509.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -445509.312500 Penalty: 2510.096436
	Iteration 38Q: 3 clusters Score -445509.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -445509.312500 Penalty: 2510.096436
	Iteration 39F: 3 clusters Score -445509.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (2203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Entering Unmasked Estep 
Score: -205007.812500 Penalty: 1145.399292
	Iteration 0F: 2 clusters Score -205007.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -203034.468750 Penalty: 2290.798584
	Iteration 0F: 3 clusters Score -203034.5 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -203498.390625 Penalty: 2290.798584
	Iteration 1F: 3 clusters Score -203498.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -203648.125000 Penalty: 2290.798584
	Iteration 2F: 3 clusters Score -203648.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -203741.062500 Penalty: 2290.798584
	Iteration 3Q: 3 clusters Score -203741.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -203818.640625 Penalty: 2290.798584
	Iteration 4Q: 3 clusters Score -203818.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -203876.296875 Penalty: 2290.798584
	Iteration 5Q: 3 clusters Score -203876.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -203913.828125 Penalty: 2290.798584
	Iteration 6Q: 3 clusters Score -203913.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -203947.437500 Penalty: 2290.798584
	Iteration 7Q: 3 clusters Score -203947.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -203975.750000 Penalty: 2290.798584
	Iteration 8Q: 3 clusters Score -203975.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -203989.921875 Penalty: 2290.798584
	Iteration 9Q: 3 clusters Score -203989.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -204000.375000 Penalty: 2290.798584
	Iteration 10Q: 3 clusters Score -204000.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -204007.984375 Penalty: 2290.798584
	Iteration 11Q: 3 clusters Score -204008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -204015.890625 Penalty: 2290.798584
	Iteration 12Q: 3 clusters Score -204015.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -204025.015625 Penalty: 2290.798584
	Iteration 13Q: 3 clusters Score -204025 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -204036.671875 Penalty: 2290.798584
	Iteration 14Q: 3 clusters Score -204036.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -204042.546875 Penalty: 2290.798584
	Iteration 15Q: 3 clusters Score -204042.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -204048.734375 Penalty: 2290.798584
	Iteration 16Q: 3 clusters Score -204048.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -204052.859375 Penalty: 2290.798584
	Iteration 17Q: 3 clusters Score -204052.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -204057.281250 Penalty: 2290.798584
	Iteration 18Q: 3 clusters Score -204057.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -204062.859375 Penalty: 2290.798584
	Iteration 19Q: 3 clusters Score -204062.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -204074.906250 Penalty: 2290.798584
	Iteration 20F: 3 clusters Score -204074.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -204080.500000 Penalty: 2290.798584
	Iteration 21Q: 3 clusters Score -204080.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -204084.968750 Penalty: 2290.798584
	Iteration 22Q: 3 clusters Score -204085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -204088.000000 Penalty: 2290.798584
	Iteration 23Q: 3 clusters Score -204088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -204089.062500 Penalty: 2290.798584
	Iteration 24Q: 3 clusters Score -204089.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -204092.859375 Penalty: 2290.798584
	Iteration 25Q: 3 clusters Score -204092.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -204100.546875 Penalty: 2290.798584
	Iteration 26Q: 3 clusters Score -204100.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -204105.343750 Penalty: 2290.798584
	Iteration 27Q: 3 clusters Score -204105.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -204110.171875 Penalty: 2290.798584
	Iteration 28Q: 3 clusters Score -204110.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -204114.953125 Penalty: 2290.798584
	Iteration 29Q: 3 clusters Score -204115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -204122.390625 Penalty: 2290.798584
	Iteration 30Q: 3 clusters Score -204122.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -204129.625000 Penalty: 2290.798584
	Iteration 31Q: 3 clusters Score -204129.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -204134.750000 Penalty: 2290.798584
	Iteration 32Q: 3 clusters Score -204134.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -204143.765625 Penalty: 2290.798584
	Iteration 33Q: 3 clusters Score -204143.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -204153.234375 Penalty: 2290.798584
	Iteration 34Q: 3 clusters Score -204153.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -204162.265625 Penalty: 2290.798584
	Iteration 35Q: 3 clusters Score -204162.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -204169.031250 Penalty: 2290.798584
	Iteration 36Q: 3 clusters Score -204169 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -204174.171875 Penalty: 2290.798584
	Iteration 37Q: 3 clusters Score -204174.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -204179.828125 Penalty: 2290.798584
	Iteration 38Q: 3 clusters Score -204179.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -204183.984375 Penalty: 2290.798584
	Iteration 39Q: 3 clusters Score -204184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -204186.984375 Penalty: 2290.798584
	Iteration 40F: 3 clusters Score -204187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -204187.953125 Penalty: 2290.798584
	Iteration 41Q: 3 clusters Score -204188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -204188.734375 Penalty: 2290.798584
	Iteration 42Q: 3 clusters Score -204188.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -204188.953125 Penalty: 2290.798584
	Iteration 43Q: 3 clusters Score -204189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -204189.500000 Penalty: 2290.798584
	Iteration 44Q: 3 clusters Score -204189.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -204189.500000 Penalty: 2290.798584
	Iteration 45F: 3 clusters Score -204189.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (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: -179643.796875 Penalty: 1110.804321
	Iteration 0F: 2 clusters Score -179643.8 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 837 members 
Entering Unmasked Estep 
Score: -177937.578125 Penalty: 2221.608643
	Iteration 0F: 3 clusters Score -177937.6 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -178303.921875 Penalty: 2221.608643
	Iteration 1F: 3 clusters Score -178303.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -178448.593750 Penalty: 2221.608643
	Iteration 2F: 3 clusters Score -178448.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -178556.796875 Penalty: 2221.608643
	Iteration 3F: 3 clusters Score -178556.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -178674.890625 Penalty: 2221.608643
	Iteration 4F: 3 clusters Score -178674.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -178750.765625 Penalty: 2221.608643
	Iteration 5Q: 3 clusters Score -178750.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -178800.765625 Penalty: 2221.608643
	Iteration 6Q: 3 clusters Score -178800.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -178849.281250 Penalty: 2221.608643
	Iteration 7Q: 3 clusters Score -178849.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -178876.031250 Penalty: 2221.608643
	Iteration 8Q: 3 clusters Score -178876 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -178897.187500 Penalty: 2221.608643
	Iteration 9Q: 3 clusters Score -178897.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -178927.265625 Penalty: 2221.608643
	Iteration 10Q: 3 clusters Score -178927.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -178958.312500 Penalty: 2221.608643
	Iteration 11Q: 3 clusters Score -178958.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -178988.796875 Penalty: 2221.608643
	Iteration 12Q: 3 clusters Score -178988.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -179013.953125 Penalty: 2221.608643
	Iteration 13Q: 3 clusters Score -179014 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -179039.140625 Penalty: 2221.608643
	Iteration 14Q: 3 clusters Score -179039.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -179070.406250 Penalty: 2221.608643
	Iteration 15Q: 3 clusters Score -179070.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -179091.281250 Penalty: 2221.608643
	Iteration 16Q: 3 clusters Score -179091.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -179110.859375 Penalty: 2221.608643
	Iteration 17Q: 3 clusters Score -179110.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -179132.968750 Penalty: 2221.608643
	Iteration 18Q: 3 clusters Score -179133 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -179155.718750 Penalty: 2221.608643
	Iteration 19Q: 3 clusters Score -179155.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -179185.156250 Penalty: 2221.608643
	Iteration 20F: 3 clusters Score -179185.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -179229.375000 Penalty: 2221.608643
	Iteration 21Q: 3 clusters Score -179229.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -179270.562500 Penalty: 2221.608643
	Iteration 22Q: 3 clusters Score -179270.6 nChanged 31
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: -179310.015625 Penalty: 2221.608643
	Iteration 23Q: 3 clusters Score -179310 nChanged 29
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: -179339.609375 Penalty: 2221.608643
	Iteration 24Q: 3 clusters Score -179339.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -179358.625000 Penalty: 2221.608643
	Iteration 25Q: 3 clusters Score -179358.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -179381.765625 Penalty: 2221.608643
	Iteration 26Q: 3 clusters Score -179381.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -179408.062500 Penalty: 2221.608643
	Iteration 27Q: 3 clusters Score -179408.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -179443.609375 Penalty: 2221.608643
	Iteration 28Q: 3 clusters Score -179443.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -179485.437500 Penalty: 2221.608643
	Iteration 29Q: 3 clusters Score -179485.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -179535.328125 Penalty: 2221.608643
	Iteration 30Q: 3 clusters Score -179535.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -179560.203125 Penalty: 2221.608643
	Iteration 31Q: 3 clusters Score -179560.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -179586.562500 Penalty: 2221.608643
	Iteration 32Q: 3 clusters Score -179586.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -179619.781250 Penalty: 2221.608643
	Iteration 33Q: 3 clusters Score -179619.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -179653.515625 Penalty: 2221.608643
	Iteration 34Q: 3 clusters Score -179653.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -179679.468750 Penalty: 2221.608643
	Iteration 35Q: 3 clusters Score -179679.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -179694.640625 Penalty: 2221.608643
	Iteration 36Q: 3 clusters Score -179694.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -179709.921875 Penalty: 2221.608643
	Iteration 37Q: 3 clusters Score -179709.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -179730.546875 Penalty: 2221.608643
	Iteration 38Q: 3 clusters Score -179730.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -179752.640625 Penalty: 2221.608643
	Iteration 39Q: 3 clusters Score -179752.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -179769.734375 Penalty: 2221.608643
	Iteration 40F: 3 clusters Score -179769.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -179779.234375 Penalty: 2221.608643
	Iteration 41Q: 3 clusters Score -179779.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -179782.937500 Penalty: 2221.608643
	Iteration 42Q: 3 clusters Score -179782.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -179790.390625 Penalty: 2221.608643
	Iteration 43Q: 3 clusters Score -179790.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -179805.671875 Penalty: 2221.608643
	Iteration 44Q: 3 clusters Score -179805.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -179820.953125 Penalty: 2221.608643
	Iteration 45Q: 3 clusters Score -179821 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -179837.250000 Penalty: 2221.608643
	Iteration 46Q: 3 clusters Score -179837.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -179848.390625 Penalty: 2221.608643
	Iteration 47Q: 3 clusters Score -179848.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -179861.796875 Penalty: 2221.608643
	Iteration 48Q: 3 clusters Score -179861.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -179871.984375 Penalty: 2221.608643
	Iteration 49Q: 3 clusters Score -179872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -179873.937500 Penalty: 2221.608643
	Iteration 50Q: 3 clusters Score -179873.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -179875.640625 Penalty: 2221.608643
	Iteration 51Q: 3 clusters Score -179875.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -179875.640625 Penalty: 2221.608643
	Iteration 52F: 3 clusters Score -179875.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55833 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 49683 members 
Mstep: Class 4 contains 10525 members 
Mstep: Class 5 contains 110257 members 
Mstep: Class 6 contains 37667 members 
Mstep: Class 7 contains 37249 members 
Mstep: Class 8 contains 3822 members 
Mstep: Class 9 contains 10377 members 
Mstep: Class 10 contains 11982 members 
Mstep: Class 11 contains 7132 members 
Mstep: Class 12 contains 24315 members 
Mstep: Class 13 contains 4011 members 
Mstep: Class 14 contains 4383 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 16 contains 37952 members 
Mstep: Class 17 contains 35050 members 
Mstep: Class 18 contains 11032 members 
Mstep: Class 19 contains 7380 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 36775 members 
Mstep: Class 22 contains 5588 members 
Mstep: Class 23 contains 4454 members 
Mstep: Class 24 contains 6427 members 
Mstep: Class 25 contains 14703 members 
Mstep: Class 26 contains 3672 members 
Mstep: Class 27 contains 18528 members 
Mstep: Class 28 contains 9026 members 
Mstep: Class 29 contains 10737 members 
Mstep: Class 30 contains 16113 members 
Mstep: Class 31 contains 5024 members 
Mstep: Class 32 contains 106231 members 
Mstep: Class 33 contains 18906 members 
Mstep: Class 34 contains 8891 members 
Mstep: Class 35 contains 36561 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 37561 members 
Mstep: Class 38 contains 14876 members 
Mstep: Class 39 contains 17590 members 
Mstep: Class 40 contains 5559 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 8273 members 
Mstep: Class 43 contains 15077 members 
Mstep: Class 44 contains 4603 members 
Mstep: Class 45 contains 2203 members 
Mstep: Class 46 contains 515 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 254 members 
Mstep: Class 49 contains 4041 members 
Mstep: Class 50 contains 7332 members 
Mstep: Class 51 contains 863 members 
Mstep: Class 52 contains 1231 members 
Entering Unmasked Estep 
Score: -88135080.000000 Penalty: 106082.015625
Splitting cluster 46 changes total score from -88135624.000000 to -88135080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 47 (11656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Entering Unmasked Estep 
Score: -1225213.625000 Penalty: 1393.300171
	Iteration 0F: 2 clusters Score -1225214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1217382.500000 Penalty: 2786.600342
	Iteration 0F: 3 clusters Score -1217382 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1219986.375000 Penalty: 2786.600342
	Iteration 1F: 3 clusters Score -1219986 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1220358.875000 Penalty: 2786.600342
	Iteration 2F: 3 clusters Score -1220359 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1220746.250000 Penalty: 2786.600342
	Iteration 3F: 3 clusters Score -1220746 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1221133.875000 Penalty: 2786.600342
	Iteration 4F: 3 clusters Score -1221134 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1221547.875000 Penalty: 2786.600342
	Iteration 5F: 3 clusters Score -1221548 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1221939.875000 Penalty: 2786.600342
	Iteration 6F: 3 clusters Score -1221940 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1222278.000000 Penalty: 2786.600342
	Iteration 7Q: 3 clusters Score -1222278 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1222585.875000 Penalty: 2786.600342
	Iteration 8Q: 3 clusters Score -1222586 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1222826.625000 Penalty: 2786.600342
	Iteration 9Q: 3 clusters Score -1222827 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1222997.750000 Penalty: 2786.600342
	Iteration 10Q: 3 clusters Score -1222998 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1223124.500000 Penalty: 2786.600342
	Iteration 11Q: 3 clusters Score -1223124 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1223232.875000 Penalty: 2786.600342
	Iteration 12Q: 3 clusters Score -1223233 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1223320.500000 Penalty: 2786.600342
	Iteration 13Q: 3 clusters Score -1223320 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1223386.750000 Penalty: 2786.600342
	Iteration 14Q: 3 clusters Score -1223387 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1223445.250000 Penalty: 2786.600342
	Iteration 15Q: 3 clusters Score -1223445 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1223498.500000 Penalty: 2786.600342
	Iteration 16Q: 3 clusters Score -1223498 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1223544.125000 Penalty: 2786.600342
	Iteration 17Q: 3 clusters Score -1223544 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1223597.125000 Penalty: 2786.600342
	Iteration 18Q: 3 clusters Score -1223597 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1223645.000000 Penalty: 2786.600342
	Iteration 19Q: 3 clusters Score -1223645 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1223693.500000 Penalty: 2786.600342
	Iteration 20F: 3 clusters Score -1223694 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1223742.875000 Penalty: 2786.600342
	Iteration 21Q: 3 clusters Score -1223743 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1223788.000000 Penalty: 2786.600342
	Iteration 22Q: 3 clusters Score -1223788 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1223823.125000 Penalty: 2786.600342
	Iteration 23Q: 3 clusters Score -1223823 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1223849.875000 Penalty: 2786.600342
	Iteration 24Q: 3 clusters Score -1223850 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1223873.250000 Penalty: 2786.600342
	Iteration 25Q: 3 clusters Score -1223873 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1223895.250000 Penalty: 2786.600342
	Iteration 26Q: 3 clusters Score -1223895 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1223918.000000 Penalty: 2786.600342
	Iteration 27Q: 3 clusters Score -1223918 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1223949.750000 Penalty: 2786.600342
	Iteration 28Q: 3 clusters Score -1223950 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1223977.125000 Penalty: 2786.600342
	Iteration 29Q: 3 clusters Score -1223977 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1223999.000000 Penalty: 2786.600342
	Iteration 30Q: 3 clusters Score -1223999 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1224015.250000 Penalty: 2786.600342
	Iteration 31Q: 3 clusters Score -1224015 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1224029.375000 Penalty: 2786.600342
	Iteration 32Q: 3 clusters Score -1224029 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1224057.875000 Penalty: 2786.600342
	Iteration 33Q: 3 clusters Score -1224058 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1224076.250000 Penalty: 2786.600342
	Iteration 34Q: 3 clusters Score -1224076 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1224090.000000 Penalty: 2786.600342
	Iteration 35Q: 3 clusters Score -1224090 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1224104.125000 Penalty: 2786.600342
	Iteration 36Q: 3 clusters Score -1224104 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1224112.250000 Penalty: 2786.600342
	Iteration 37Q: 3 clusters Score -1224112 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1224127.125000 Penalty: 2786.600342
	Iteration 38Q: 3 clusters Score -1224127 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1224141.250000 Penalty: 2786.600342
	Iteration 39Q: 3 clusters Score -1224141 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1224156.125000 Penalty: 2786.600342
	Iteration 40F: 3 clusters Score -1224156 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1224168.875000 Penalty: 2786.600342
	Iteration 41Q: 3 clusters Score -1224169 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1224181.250000 Penalty: 2786.600342
	Iteration 42Q: 3 clusters Score -1224181 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1224187.125000 Penalty: 2786.600342
	Iteration 43Q: 3 clusters Score -1224187 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1224193.625000 Penalty: 2786.600342
	Iteration 44Q: 3 clusters Score -1224194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1224200.875000 Penalty: 2786.600342
	Iteration 45Q: 3 clusters Score -1224201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1224207.250000 Penalty: 2786.600342
	Iteration 46Q: 3 clusters Score -1224207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1224210.125000 Penalty: 2786.600342
	Iteration 47Q: 3 clusters Score -1224210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1224213.375000 Penalty: 2786.600342
	Iteration 48Q: 3 clusters Score -1224213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1224218.000000 Penalty: 2786.600342
	Iteration 49Q: 3 clusters Score -1224218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1224221.750000 Penalty: 2786.600342
	Iteration 50Q: 3 clusters Score -1224222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1224224.500000 Penalty: 2786.600342
	Iteration 51Q: 3 clusters Score -1224224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1224227.375000 Penalty: 2786.600342
	Iteration 52Q: 3 clusters Score -1224227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1224231.500000 Penalty: 2786.600342
	Iteration 53Q: 3 clusters Score -1224232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1224231.875000 Penalty: 2786.600342
	Iteration 54Q: 3 clusters Score -1224232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1224236.125000 Penalty: 2786.600342
	Iteration 55Q: 3 clusters Score -1224236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1224237.750000 Penalty: 2786.600342
	Iteration 56Q: 3 clusters Score -1224238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1224237.375000 Penalty: 2786.600342
	Iteration 57Q: 3 clusters Score -1224237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1224236.750000 Penalty: 2786.600342
	Iteration 58Q: 3 clusters Score -1224237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1224237.750000 Penalty: 2786.600342
	Iteration 59Q: 3 clusters Score -1224238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1224237.750000 Penalty: 2786.600342
	Iteration 60F: 3 clusters Score -1224238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Entering Unmasked Estep 
Score: -20457.166016 Penalty: 823.955383
	Iteration 0F: 2 clusters Score -20457.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -19944.810547 Penalty: 1647.910767
	Iteration 0F: 3 clusters Score -19944.81 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -20054.886719 Penalty: 1647.910767
	Iteration 1F: 3 clusters Score -20054.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -20131.130859 Penalty: 1647.910767
	Iteration 2F: 3 clusters Score -20131.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -20211.433594 Penalty: 1647.910767
	Iteration 3Q: 3 clusters Score -20211.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -20237.226562 Penalty: 1647.910767
	Iteration 4Q: 3 clusters Score -20237.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -20242.289062 Penalty: 1647.910767
	Iteration 5Q: 3 clusters Score -20242.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -20246.441406 Penalty: 1647.910767
	Iteration 6Q: 3 clusters Score -20246.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -20251.710938 Penalty: 1647.910767
	Iteration 7Q: 3 clusters Score -20251.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -20251.710938 Penalty: 1647.910767
	Iteration 8F: 3 clusters Score -20251.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (4041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Entering Unmasked Estep 
Score: -374068.593750 Penalty: 1235.672119
	Iteration 0F: 2 clusters Score -374068.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -370948.937500 Penalty: 2471.344238
	Iteration 0F: 3 clusters Score -370948.9 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -371809.406250 Penalty: 2471.344238
	Iteration 1F: 3 clusters Score -371809.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -372044.250000 Penalty: 2471.344238
	Iteration 2F: 3 clusters Score -372044.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -372197.812500 Penalty: 2471.344238
	Iteration 3F: 3 clusters Score -372197.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -372293.718750 Penalty: 2471.344238
	Iteration 4Q: 3 clusters Score -372293.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -372362.625000 Penalty: 2471.344238
	Iteration 5Q: 3 clusters Score -372362.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -372418.781250 Penalty: 2471.344238
	Iteration 6Q: 3 clusters Score -372418.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -372472.937500 Penalty: 2471.344238
	Iteration 7Q: 3 clusters Score -372472.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -372507.156250 Penalty: 2471.344238
	Iteration 8Q: 3 clusters Score -372507.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -372533.000000 Penalty: 2471.344238
	Iteration 9Q: 3 clusters Score -372533 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -372559.875000 Penalty: 2471.344238
	Iteration 10Q: 3 clusters Score -372559.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -372583.562500 Penalty: 2471.344238
	Iteration 11Q: 3 clusters Score -372583.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -372603.906250 Penalty: 2471.344238
	Iteration 12Q: 3 clusters Score -372603.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -372620.343750 Penalty: 2471.344238
	Iteration 13Q: 3 clusters Score -372620.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -372634.593750 Penalty: 2471.344238
	Iteration 14Q: 3 clusters Score -372634.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -372648.031250 Penalty: 2471.344238
	Iteration 15Q: 3 clusters Score -372648 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -372661.031250 Penalty: 2471.344238
	Iteration 16Q: 3 clusters Score -372661 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -372678.312500 Penalty: 2471.344238
	Iteration 17Q: 3 clusters Score -372678.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -372689.718750 Penalty: 2471.344238
	Iteration 18Q: 3 clusters Score -372689.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -372704.843750 Penalty: 2471.344238
	Iteration 19Q: 3 clusters Score -372704.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -372720.031250 Penalty: 2471.344238
	Iteration 20F: 3 clusters Score -372720 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -372731.156250 Penalty: 2471.344238
	Iteration 21Q: 3 clusters Score -372731.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -372748.031250 Penalty: 2471.344238
	Iteration 22Q: 3 clusters Score -372748 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -372766.593750 Penalty: 2471.344238
	Iteration 23Q: 3 clusters Score -372766.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -372782.937500 Penalty: 2471.344238
	Iteration 24Q: 3 clusters Score -372782.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -372799.968750 Penalty: 2471.344238
	Iteration 25Q: 3 clusters Score -372800 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -372818.843750 Penalty: 2471.344238
	Iteration 26Q: 3 clusters Score -372818.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -372831.812500 Penalty: 2471.344238
	Iteration 27Q: 3 clusters Score -372831.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -372840.000000 Penalty: 2471.344238
	Iteration 28Q: 3 clusters Score -372840 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -372851.843750 Penalty: 2471.344238
	Iteration 29Q: 3 clusters Score -372851.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -372860.656250 Penalty: 2471.344238
	Iteration 30Q: 3 clusters Score -372860.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -372865.718750 Penalty: 2471.344238
	Iteration 31Q: 3 clusters Score -372865.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -372871.312500 Penalty: 2471.344238
	Iteration 32Q: 3 clusters Score -372871.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -372878.187500 Penalty: 2471.344238
	Iteration 33Q: 3 clusters Score -372878.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -372893.343750 Penalty: 2471.344238
	Iteration 34Q: 3 clusters Score -372893.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -372917.687500 Penalty: 2471.344238
	Iteration 35Q: 3 clusters Score -372917.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -372942.531250 Penalty: 2471.344238
	Iteration 36Q: 3 clusters Score -372942.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -372960.500000 Penalty: 2471.344238
	Iteration 37Q: 3 clusters Score -372960.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -372978.968750 Penalty: 2471.344238
	Iteration 38Q: 3 clusters Score -372979 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -372997.937500 Penalty: 2471.344238
	Iteration 39Q: 3 clusters Score -372997.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -373019.812500 Penalty: 2471.344238
	Iteration 40F: 3 clusters Score -373019.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -373039.125000 Penalty: 2471.344238
	Iteration 41Q: 3 clusters Score -373039.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -373056.312500 Penalty: 2471.344238
	Iteration 42Q: 3 clusters Score -373056.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -373075.968750 Penalty: 2471.344238
	Iteration 43Q: 3 clusters Score -373076 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -373087.281250 Penalty: 2471.344238
	Iteration 44Q: 3 clusters Score -373087.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -373097.812500 Penalty: 2471.344238
	Iteration 45Q: 3 clusters Score -373097.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -373109.281250 Penalty: 2471.344238
	Iteration 46Q: 3 clusters Score -373109.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -373117.500000 Penalty: 2471.344238
	Iteration 47Q: 3 clusters Score -373117.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -373123.031250 Penalty: 2471.344238
	Iteration 48Q: 3 clusters Score -373123 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -373127.781250 Penalty: 2471.344238
	Iteration 49Q: 3 clusters Score -373127.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -373129.968750 Penalty: 2471.344238
	Iteration 50Q: 3 clusters Score -373130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -373133.343750 Penalty: 2471.344238
	Iteration 51Q: 3 clusters Score -373133.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -373137.406250 Penalty: 2471.344238
	Iteration 52Q: 3 clusters Score -373137.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -373140.843750 Penalty: 2471.344238
	Iteration 53Q: 3 clusters Score -373140.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -373145.906250 Penalty: 2471.344238
	Iteration 54Q: 3 clusters Score -373145.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -373149.625000 Penalty: 2471.344238
	Iteration 55Q: 3 clusters Score -373149.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -373152.375000 Penalty: 2471.344238
	Iteration 56Q: 3 clusters Score -373152.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -373157.687500 Penalty: 2471.344238
	Iteration 57Q: 3 clusters Score -373157.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -373162.031250 Penalty: 2471.344238
	Iteration 58Q: 3 clusters Score -373162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -373164.218750 Penalty: 2471.344238
	Iteration 59Q: 3 clusters Score -373164.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -373167.406250 Penalty: 2471.344238
	Iteration 60F: 3 clusters Score -373167.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -373168.625000 Penalty: 2471.344238
	Iteration 61Q: 3 clusters Score -373168.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -373170.562500 Penalty: 2471.344238
	Iteration 62Q: 3 clusters Score -373170.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -373175.718750 Penalty: 2471.344238
	Iteration 63Q: 3 clusters Score -373175.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -373179.937500 Penalty: 2471.344238
	Iteration 64Q: 3 clusters Score -373179.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -373181.312500 Penalty: 2471.344238
	Iteration 65Q: 3 clusters Score -373181.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -373183.843750 Penalty: 2471.344238
	Iteration 66Q: 3 clusters Score -373183.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -373186.562500 Penalty: 2471.344238
	Iteration 67Q: 3 clusters Score -373186.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -373187.937500 Penalty: 2471.344238
	Iteration 68Q: 3 clusters Score -373187.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -373190.437500 Penalty: 2471.344238
	Iteration 69Q: 3 clusters Score -373190.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -373191.218750 Penalty: 2471.344238
	Iteration 70Q: 3 clusters Score -373191.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -373191.062500 Penalty: 2471.344238
	Iteration 71Q: 3 clusters Score -373191.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -373191.343750 Penalty: 2471.344238
	Iteration 72Q: 3 clusters Score -373191.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -373192.000000 Penalty: 2471.344238
	Iteration 73Q: 3 clusters Score -373192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -373191.843750 Penalty: 2471.344238
	Iteration 74Q: 3 clusters Score -373191.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -373192.343750 Penalty: 2471.344238
	Iteration 75Q: 3 clusters Score -373192.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -373193.718750 Penalty: 2471.344238
	Iteration 76Q: 3 clusters Score -373193.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -373194.812500 Penalty: 2471.344238
	Iteration 77Q: 3 clusters Score -373194.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -373195.218750 Penalty: 2471.344238
	Iteration 78Q: 3 clusters Score -373195.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -373198.000000 Penalty: 2471.344238
	Iteration 79Q: 3 clusters Score -373198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -373199.531250 Penalty: 2471.344238
	Iteration 80F: 3 clusters Score -373199.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -373200.468750 Penalty: 2471.344238
	Iteration 81Q: 3 clusters Score -373200.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -373201.187500 Penalty: 2471.344238
	Iteration 82Q: 3 clusters Score -373201.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -373201.187500 Penalty: 2471.344238
	Iteration 83F: 3 clusters Score -373201.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (7332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Entering Unmasked Estep 
Score: -762826.687500 Penalty: 1324.320557
	Iteration 0F: 2 clusters Score -762826.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -757688.375000 Penalty: 2648.641113
	Iteration 0F: 3 clusters Score -757688.4 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -759292.937500 Penalty: 2648.641113
	Iteration 1F: 3 clusters Score -759292.9 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -759571.562500 Penalty: 2648.641113
	Iteration 2F: 3 clusters Score -759571.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -759797.375000 Penalty: 2648.641113
	Iteration 3F: 3 clusters Score -759797.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -760013.750000 Penalty: 2648.641113
	Iteration 4Q: 3 clusters Score -760013.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -760228.500000 Penalty: 2648.641113
	Iteration 5Q: 3 clusters Score -760228.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -760423.812500 Penalty: 2648.641113
	Iteration 6Q: 3 clusters Score -760423.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -760647.562500 Penalty: 2648.641113
	Iteration 7Q: 3 clusters Score -760647.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -760848.750000 Penalty: 2648.641113
	Iteration 8Q: 3 clusters Score -760848.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -761004.625000 Penalty: 2648.641113
	Iteration 9Q: 3 clusters Score -761004.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -761122.187500 Penalty: 2648.641113
	Iteration 10Q: 3 clusters Score -761122.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -761223.437500 Penalty: 2648.641113
	Iteration 11Q: 3 clusters Score -761223.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -761307.125000 Penalty: 2648.641113
	Iteration 12Q: 3 clusters Score -761307.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -761374.312500 Penalty: 2648.641113
	Iteration 13Q: 3 clusters Score -761374.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -761427.937500 Penalty: 2648.641113
	Iteration 14Q: 3 clusters Score -761427.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -761478.125000 Penalty: 2648.641113
	Iteration 15Q: 3 clusters Score -761478.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -761523.562500 Penalty: 2648.641113
	Iteration 16Q: 3 clusters Score -761523.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -761557.437500 Penalty: 2648.641113
	Iteration 17Q: 3 clusters Score -761557.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -761581.937500 Penalty: 2648.641113
	Iteration 18Q: 3 clusters Score -761581.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -761599.062500 Penalty: 2648.641113
	Iteration 19Q: 3 clusters Score -761599.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -761615.000000 Penalty: 2648.641113
	Iteration 20F: 3 clusters Score -761615 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -761629.250000 Penalty: 2648.641113
	Iteration 21Q: 3 clusters Score -761629.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -761643.750000 Penalty: 2648.641113
	Iteration 22Q: 3 clusters Score -761643.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -761654.500000 Penalty: 2648.641113
	Iteration 23Q: 3 clusters Score -761654.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -761665.437500 Penalty: 2648.641113
	Iteration 24Q: 3 clusters Score -761665.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -761670.812500 Penalty: 2648.641113
	Iteration 25Q: 3 clusters Score -761670.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -761677.312500 Penalty: 2648.641113
	Iteration 26Q: 3 clusters Score -761677.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -761681.312500 Penalty: 2648.641113
	Iteration 27Q: 3 clusters Score -761681.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -761685.750000 Penalty: 2648.641113
	Iteration 28Q: 3 clusters Score -761685.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -761690.375000 Penalty: 2648.641113
	Iteration 29Q: 3 clusters Score -761690.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -761695.812500 Penalty: 2648.641113
	Iteration 30Q: 3 clusters Score -761695.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -761703.250000 Penalty: 2648.641113
	Iteration 31Q: 3 clusters Score -761703.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -761705.062500 Penalty: 2648.641113
	Iteration 32Q: 3 clusters Score -761705.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -761705.000000 Penalty: 2648.641113
	Iteration 33Q: 3 clusters Score -761705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -761705.875000 Penalty: 2648.641113
	Iteration 34Q: 3 clusters Score -761705.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -761704.625000 Penalty: 2648.641113
	Iteration 35Q: 3 clusters Score -761704.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -761706.875000 Penalty: 2648.641113
	Iteration 36Q: 3 clusters Score -761706.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -761709.437500 Penalty: 2648.641113
	Iteration 37Q: 3 clusters Score -761709.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -761712.500000 Penalty: 2648.641113
	Iteration 38Q: 3 clusters Score -761712.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -761718.562500 Penalty: 2648.641113
	Iteration 39Q: 3 clusters Score -761718.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -761723.562500 Penalty: 2648.641113
	Iteration 40F: 3 clusters Score -761723.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -761732.562500 Penalty: 2648.641113
	Iteration 41Q: 3 clusters Score -761732.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -761742.625000 Penalty: 2648.641113
	Iteration 42Q: 3 clusters Score -761742.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -761746.687500 Penalty: 2648.641113
	Iteration 43Q: 3 clusters Score -761746.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -761753.750000 Penalty: 2648.641113
	Iteration 44Q: 3 clusters Score -761753.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -761756.187500 Penalty: 2648.641113
	Iteration 45Q: 3 clusters Score -761756.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -761761.625000 Penalty: 2648.641113
	Iteration 46Q: 3 clusters Score -761761.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -761762.062500 Penalty: 2648.641113
	Iteration 47Q: 3 clusters Score -761762.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -761762.312500 Penalty: 2648.641113
	Iteration 48Q: 3 clusters Score -761762.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -761765.437500 Penalty: 2648.641113
	Iteration 49Q: 3 clusters Score -761765.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -761769.125000 Penalty: 2648.641113
	Iteration 50Q: 3 clusters Score -761769.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -761771.625000 Penalty: 2648.641113
	Iteration 51Q: 3 clusters Score -761771.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -761771.625000 Penalty: 2648.641113
	Iteration 52F: 3 clusters Score -761771.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Entering Unmasked Estep 
Score: -87960.968750 Penalty: 1005.949707
	Iteration 0F: 2 clusters Score -87960.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -86804.539062 Penalty: 2011.899414
	Iteration 0F: 3 clusters Score -86804.54 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -87069.171875 Penalty: 2011.899414
	Iteration 1F: 3 clusters Score -87069.17 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -87148.593750 Penalty: 2011.899414
	Iteration 2F: 3 clusters Score -87148.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -87176.796875 Penalty: 2011.899414
	Iteration 3Q: 3 clusters Score -87176.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -87202.882812 Penalty: 2011.899414
	Iteration 4Q: 3 clusters Score -87202.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -87212.046875 Penalty: 2011.899414
	Iteration 5Q: 3 clusters Score -87212.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -87214.984375 Penalty: 2011.899414
	Iteration 6Q: 3 clusters Score -87214.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -87215.671875 Penalty: 2011.899414
	Iteration 7Q: 3 clusters Score -87215.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -87216.820312 Penalty: 2011.899414
	Iteration 8Q: 3 clusters Score -87216.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -87216.820312 Penalty: 2011.899414
	Iteration 9F: 3 clusters Score -87216.82 nChanged 0
--- Evaluating fit on full set of 1799619 points ---
Entering Unmasked Estep 
Score: -175949616.000000 Penalty: 109302.140625
20->52 Clusters: Score -175949616.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 899809 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45274 members 
Mstep: Class 2 contains 44751 members 
Mstep: Class 3 contains 44729 members 
Mstep: Class 4 contains 44771 members 
Mstep: Class 5 contains 44674 members 
Mstep: Class 6 contains 44815 members 
Mstep: Class 7 contains 44644 members 
Mstep: Class 8 contains 44836 members 
Mstep: Class 9 contains 45263 members 
Mstep: Class 10 contains 45217 members 
Mstep: Class 11 contains 44999 members 
Mstep: Class 12 contains 45065 members 
Mstep: Class 13 contains 44901 members 
Mstep: Class 14 contains 44836 members 
Mstep: Class 15 contains 45287 members 
Mstep: Class 16 contains 44954 members 
Mstep: Class 17 contains 45691 members 
Mstep: Class 18 contains 45170 members 
Mstep: Class 19 contains 44504 members 
Mstep: Class 20 contains 45428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 663.708069 but Gain 2040.035156
Score: -83701200.000000 Penalty: 38760.738281
Iteration 0F: 20 clusters Score -8.37012e+07 nChanged 850247
Entering Unmasked Mstep 
Mstep: Class 0 contains 488 members 
Mstep: Class 1 contains 100688 members 
Mstep: Class 2 contains 69862 members 
Mstep: Class 3 contains 57660 members 
Mstep: Class 4 contains 45343 members 
Mstep: Class 5 contains 63399 members 
Mstep: Class 6 contains 27970 members 
Mstep: Class 7 contains 48230 members 
Mstep: Class 8 contains 64521 members 
Mstep: Class 9 contains 29978 members 
Mstep: Class 10 contains 26845 members 
Mstep: Class 11 contains 23391 members 
Mstep: Class 12 contains 34022 members 
Mstep: Class 13 contains 54856 members 
Mstep: Class 14 contains 13316 members 
Mstep: Class 15 contains 46985 members 
Mstep: Class 16 contains 64720 members 
Mstep: Class 17 contains 27881 members 
Mstep: Class 18 contains 48006 members 
Mstep: Class 20 contains 51648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85704960.000000 Penalty: 38760.738281
Iteration 1F: 20 clusters Score -8.570496e+07 nChanged 331941
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 147913 members 
Mstep: Class 2 contains 68394 members 
Mstep: Class 3 contains 56131 members 
Mstep: Class 4 contains 32381 members 
Mstep: Class 5 contains 63726 members 
Mstep: Class 6 contains 23587 members 
Mstep: Class 7 contains 53593 members 
Mstep: Class 8 contains 66030 members 
Mstep: Class 9 contains 18836 members 
Mstep: Class 10 contains 19812 members 
Mstep: Class 11 contains 16052 members 
Mstep: Class 12 contains 33526 members 
Mstep: Class 13 contains 71944 members 
Mstep: Class 14 contains 7579 members 
Mstep: Class 15 contains 41320 members 
Mstep: Class 16 contains 55032 members 
Mstep: Class 17 contains 24507 members 
Mstep: Class 18 contains 39593 members 
Mstep: Class 20 contains 59694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86340984.000000 Penalty: 38760.738281
Iteration 2F: 20 clusters Score -8.634098e+07 nChanged 261308
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 182286 members 
Mstep: Class 2 contains 62162 members 
Mstep: Class 3 contains 55078 members 
Mstep: Class 4 contains 22754 members 
Mstep: Class 5 contains 66784 members 
Mstep: Class 6 contains 22751 members 
Mstep: Class 7 contains 58532 members 
Mstep: Class 8 contains 69298 members 
Mstep: Class 9 contains 13279 members 
Mstep: Class 10 contains 13868 members 
Mstep: Class 11 contains 15008 members 
Mstep: Class 12 contains 27471 members 
Mstep: Class 13 contains 91355 members 
Mstep: Class 14 contains 4449 members 
Mstep: Class 15 contains 34884 members 
Mstep: Class 16 contains 45294 members 
Mstep: Class 17 contains 20876 members 
Mstep: Class 18 contains 31099 members 
Mstep: Class 20 contains 62484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716760.000000 Penalty: 38760.738281
Iteration 3F: 20 clusters Score -8.671676e+07 nChanged 199026
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 201896 members 
Mstep: Class 2 contains 57302 members 
Mstep: Class 3 contains 52203 members 
Mstep: Class 4 contains 16193 members 
Mstep: Class 5 contains 68677 members 
Mstep: Class 6 contains 24481 members 
Mstep: Class 7 contains 63194 members 
Mstep: Class 8 contains 75473 members 
Mstep: Class 9 contains 10888 members 
Mstep: Class 10 contains 9643 members 
Mstep: Class 11 contains 17710 members 
Mstep: Class 12 contains 17634 members 
Mstep: Class 13 contains 102174 members 
Mstep: Class 14 contains 3771 members 
Mstep: Class 15 contains 27983 members 
Mstep: Class 16 contains 38382 members 
Mstep: Class 17 contains 20527 members 
Mstep: Class 18 contains 25685 members 
Mstep: Class 20 contains 65906 members 
Entering Unmasked Estep 
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Iteration 4F: 20 clusters Score -8.696762e+07 nChanged 156955
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 208321 members 
Mstep: Class 2 contains 56996 members 
Mstep: Class 3 contains 47571 members 
Mstep: Class 4 contains 12238 members 
Mstep: Class 5 contains 70231 members 
Mstep: Class 6 contains 27372 members 
Mstep: Class 7 contains 68641 members 
Mstep: Class 8 contains 81912 members 
Mstep: Class 9 contains 9260 members 
Mstep: Class 10 contains 7034 members 
Mstep: Class 11 contains 21511 members 
Mstep: Class 12 contains 9763 members 
Mstep: Class 13 contains 104341 members 
Mstep: Class 14 contains 4275 members 
Mstep: Class 15 contains 22802 members 
Mstep: Class 16 contains 33696 members 
Mstep: Class 17 contains 24085 members 
Mstep: Class 18 contains 22260 members 
Mstep: Class 20 contains 67418 members 
Entering Unmasked Estep 
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Iteration 5F: 20 clusters Score -8.713893e+07 nChanged 124220
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 204341 members 
Mstep: Class 2 contains 59080 members 
Mstep: Class 3 contains 43111 members 
Mstep: Class 4 contains 10138 members 
Mstep: Class 5 contains 74154 members 
Mstep: Class 6 contains 30552 members 
Mstep: Class 7 contains 73955 members 
Mstep: Class 8 contains 86639 members 
Mstep: Class 9 contains 8287 members 
Mstep: Class 10 contains 5682 members 
Mstep: Class 11 contains 25029 members 
Mstep: Class 12 contains 5603 members 
Mstep: Class 13 contains 101620 members 
Mstep: Class 14 contains 5439 members 
Mstep: Class 15 contains 19849 members 
Mstep: Class 16 contains 31308 members 
Mstep: Class 17 contains 28968 members 
Mstep: Class 18 contains 20027 members 
Mstep: Class 20 contains 65951 members 
Entering Unmasked Estep 
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Iteration 6F: 20 clusters Score -8.725391e+07 nChanged 98004
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 194747 members 
Mstep: Class 2 contains 61865 members 
Mstep: Class 3 contains 39884 members 
Mstep: Class 4 contains 9060 members 
Mstep: Class 5 contains 80354 members 
Mstep: Class 6 contains 33495 members 
Mstep: Class 7 contains 78811 members 
Mstep: Class 8 contains 89127 members 
Mstep: Class 9 contains 8119 members 
Mstep: Class 10 contains 5066 members 
Mstep: Class 11 contains 28549 members 
Mstep: Class 12 contains 3747 members 
Mstep: Class 13 contains 96882 members 
Mstep: Class 14 contains 6851 members 
Mstep: Class 15 contains 18256 members 
Mstep: Class 16 contains 31404 members 
Mstep: Class 17 contains 31892 members 
Mstep: Class 18 contains 18764 members 
Mstep: Class 20 contains 62864 members 
Entering Unmasked Estep 
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Iteration 7F: 20 clusters Score -8.73331e+07 nChanged 78463
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 183257 members 
Mstep: Class 2 contains 64488 members 
Mstep: Class 3 contains 38007 members 
Mstep: Class 4 contains 8645 members 
Mstep: Class 5 contains 86775 members 
Mstep: Class 6 contains 36163 members 
Mstep: Class 7 contains 83052 members 
Mstep: Class 8 contains 89457 members 
Mstep: Class 9 contains 8510 members 
Mstep: Class 10 contains 4917 members 
Mstep: Class 11 contains 31418 members 
Mstep: Class 12 contains 2957 members 
Mstep: Class 13 contains 91958 members 
Mstep: Class 14 contains 8291 members 
Mstep: Class 15 contains 17617 members 
Mstep: Class 16 contains 32997 members 
Mstep: Class 17 contains 33163 members 
Mstep: Class 18 contains 18125 members 
Mstep: Class 20 contains 59945 members 
Entering Unmasked Estep 
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Iteration 8F: 20 clusters Score -8.738905e+07 nChanged 64389
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 171026 members 
Mstep: Class 2 contains 66512 members 
Mstep: Class 3 contains 37130 members 
Mstep: Class 4 contains 8529 members 
Mstep: Class 5 contains 92856 members 
Mstep: Class 6 contains 38707 members 
Mstep: Class 7 contains 86773 members 
Mstep: Class 8 contains 88201 members 
Mstep: Class 9 contains 9348 members 
Mstep: Class 10 contains 4961 members 
Mstep: Class 11 contains 33026 members 
Mstep: Class 12 contains 2587 members 
Mstep: Class 13 contains 87502 members 
Mstep: Class 14 contains 9365 members 
Mstep: Class 15 contains 17798 members 
Mstep: Class 16 contains 35433 members 
Mstep: Class 17 contains 33750 members 
Mstep: Class 18 contains 17942 members 
Mstep: Class 20 contains 58295 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 9F: 20 clusters Score -8.743417e+07 nChanged 55544
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 158048 members 
Mstep: Class 2 contains 67732 members 
Mstep: Class 3 contains 37122 members 
Mstep: Class 4 contains 8592 members 
Mstep: Class 5 contains 98590 members 
Mstep: Class 6 contains 41088 members 
Mstep: Class 7 contains 90211 members 
Mstep: Class 8 contains 86239 members 
Mstep: Class 9 contains 10419 members 
Mstep: Class 10 contains 5210 members 
Mstep: Class 11 contains 33614 members 
Mstep: Class 12 contains 2418 members 
Mstep: Class 13 contains 83581 members 
Mstep: Class 14 contains 10066 members 
Mstep: Class 15 contains 18481 members 
Mstep: Class 16 contains 38039 members 
Mstep: Class 17 contains 34049 members 
Mstep: Class 18 contains 17889 members 
Mstep: Class 20 contains 58353 members 
Entering Unmasked Estep 
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Iteration 10F: 20 clusters Score -8.747188e+07 nChanged 49633
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 144613 members 
Mstep: Class 2 contains 68194 members 
Mstep: Class 3 contains 37702 members 
Mstep: Class 4 contains 8758 members 
Mstep: Class 5 contains 103625 members 
Mstep: Class 6 contains 43340 members 
Mstep: Class 7 contains 93464 members 
Mstep: Class 8 contains 84282 members 
Mstep: Class 9 contains 11263 members 
Mstep: Class 10 contains 5590 members 
Mstep: Class 11 contains 34092 members 
Mstep: Class 12 contains 2355 members 
Mstep: Class 13 contains 80255 members 
Mstep: Class 14 contains 10532 members 
Mstep: Class 15 contains 19116 members 
Mstep: Class 16 contains 40667 members 
Mstep: Class 17 contains 34224 members 
Mstep: Class 18 contains 17828 members 
Mstep: Class 20 contains 59841 members 
Entering Unmasked Estep 
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Iteration 11F: 20 clusters Score -8.75031e+07 nChanged 44765
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 130858 members 
Mstep: Class 2 contains 68193 members 
Mstep: Class 3 contains 38526 members 
Mstep: Class 4 contains 8942 members 
Mstep: Class 5 contains 108299 members 
Mstep: Class 6 contains 45737 members 
Mstep: Class 7 contains 96450 members 
Mstep: Class 8 contains 82444 members 
Mstep: Class 9 contains 11846 members 
Mstep: Class 10 contains 6049 members 
Mstep: Class 11 contains 34718 members 
Mstep: Class 12 contains 2354 members 
Mstep: Class 13 contains 77511 members 
Mstep: Class 14 contains 10791 members 
Mstep: Class 15 contains 19493 members 
Mstep: Class 16 contains 43150 members 
Mstep: Class 17 contains 34220 members 
Mstep: Class 18 contains 17890 members 
Mstep: Class 20 contains 62270 members 
Entering Unmasked Estep 
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Iteration 12Q: 20 clusters Score -8.752685e+07 nChanged 40411
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 117065 members 
Mstep: Class 2 contains 67727 members 
Mstep: Class 3 contains 39486 members 
Mstep: Class 4 contains 9054 members 
Mstep: Class 5 contains 112396 members 
Mstep: Class 6 contains 48230 members 
Mstep: Class 7 contains 99253 members 
Mstep: Class 8 contains 80843 members 
Mstep: Class 9 contains 12365 members 
Mstep: Class 10 contains 6631 members 
Mstep: Class 11 contains 35487 members 
Mstep: Class 12 contains 2364 members 
Mstep: Class 13 contains 75149 members 
Mstep: Class 14 contains 10999 members 
Mstep: Class 15 contains 19627 members 
Mstep: Class 16 contains 45478 members 
Mstep: Class 17 contains 34280 members 
Mstep: Class 18 contains 17908 members 
Mstep: Class 20 contains 65398 members 
Entering Unmasked Estep 
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Iteration 13Q: 20 clusters Score -8.754634e+07 nChanged 36027
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 103839 members 
Mstep: Class 2 contains 66941 members 
Mstep: Class 3 contains 40531 members 
Mstep: Class 4 contains 9129 members 
Mstep: Class 5 contains 115591 members 
Mstep: Class 6 contains 50877 members 
Mstep: Class 7 contains 101984 members 
Mstep: Class 8 contains 79378 members 
Mstep: Class 9 contains 12856 members 
Mstep: Class 10 contains 7368 members 
Mstep: Class 11 contains 36321 members 
Mstep: Class 12 contains 2416 members 
Mstep: Class 13 contains 73116 members 
Mstep: Class 14 contains 11124 members 
Mstep: Class 15 contains 19606 members 
Mstep: Class 16 contains 47587 members 
Mstep: Class 17 contains 34408 members 
Mstep: Class 18 contains 18012 members 
Mstep: Class 20 contains 68655 members 
Entering Unmasked Estep 
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Iteration 14Q: 20 clusters Score -8.756074e+07 nChanged 32408
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 91596 members 
Mstep: Class 2 contains 66034 members 
Mstep: Class 3 contains 41725 members 
Mstep: Class 4 contains 9101 members 
Mstep: Class 5 contains 117944 members 
Mstep: Class 6 contains 53618 members 
Mstep: Class 7 contains 104727 members 
Mstep: Class 8 contains 77896 members 
Mstep: Class 9 contains 13330 members 
Mstep: Class 10 contains 8152 members 
Mstep: Class 11 contains 37140 members 
Mstep: Class 12 contains 2500 members 
Mstep: Class 13 contains 71308 members 
Mstep: Class 14 contains 11259 members 
Mstep: Class 15 contains 19454 members 
Mstep: Class 16 contains 49554 members 
Mstep: Class 17 contains 34461 members 
Mstep: Class 18 contains 18136 members 
Mstep: Class 20 contains 71804 members 
Entering Unmasked Estep 
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Iteration 15Q: 20 clusters Score -8.757465e+07 nChanged 29508
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 80763 members 
Mstep: Class 2 contains 64891 members 
Mstep: Class 3 contains 42895 members 
Mstep: Class 4 contains 9063 members 
Mstep: Class 5 contains 119697 members 
Mstep: Class 6 contains 56375 members 
Mstep: Class 7 contains 107251 members 
Mstep: Class 8 contains 76444 members 
Mstep: Class 9 contains 13862 members 
Mstep: Class 10 contains 9006 members 
Mstep: Class 11 contains 37856 members 
Mstep: Class 12 contains 2554 members 
Mstep: Class 13 contains 69556 members 
Mstep: Class 14 contains 11360 members 
Mstep: Class 15 contains 19238 members 
Mstep: Class 16 contains 51313 members 
Mstep: Class 17 contains 34431 members 
Mstep: Class 18 contains 18352 members 
Mstep: Class 20 contains 74832 members 
Entering Unmasked Estep 
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Iteration 16Q: 20 clusters Score -8.758607e+07 nChanged 26989
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 71669 members 
Mstep: Class 2 contains 63756 members 
Mstep: Class 3 contains 44024 members 
Mstep: Class 4 contains 8987 members 
Mstep: Class 5 contains 120719 members 
Mstep: Class 6 contains 58965 members 
Mstep: Class 7 contains 109524 members 
Mstep: Class 8 contains 74906 members 
Mstep: Class 9 contains 14399 members 
Mstep: Class 10 contains 9935 members 
Mstep: Class 11 contains 38545 members 
Mstep: Class 12 contains 2587 members 
Mstep: Class 13 contains 67803 members 
Mstep: Class 14 contains 11404 members 
Mstep: Class 15 contains 19011 members 
Mstep: Class 16 contains 52888 members 
Mstep: Class 17 contains 34270 members 
Mstep: Class 18 contains 18630 members 
Mstep: Class 20 contains 77717 members 
Entering Unmasked Estep 
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Iteration 17Q: 20 clusters Score -8.759662e+07 nChanged 24939
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 64251 members 
Mstep: Class 2 contains 62858 members 
Mstep: Class 3 contains 45034 members 
Mstep: Class 4 contains 8943 members 
Mstep: Class 5 contains 121208 members 
Mstep: Class 6 contains 61417 members 
Mstep: Class 7 contains 111518 members 
Mstep: Class 8 contains 73262 members 
Mstep: Class 9 contains 14981 members 
Mstep: Class 10 contains 10927 members 
Mstep: Class 11 contains 39141 members 
Mstep: Class 12 contains 2622 members 
Mstep: Class 13 contains 65900 members 
Mstep: Class 14 contains 11355 members 
Mstep: Class 15 contains 18826 members 
Mstep: Class 16 contains 54118 members 
Mstep: Class 17 contains 34060 members 
Mstep: Class 18 contains 19000 members 
Mstep: Class 20 contains 80317 members 
Entering Unmasked Estep 
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Iteration 18Q: 20 clusters Score -8.760698e+07 nChanged 23010
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 58521 members 
Mstep: Class 2 contains 62241 members 
Mstep: Class 3 contains 45806 members 
Mstep: Class 4 contains 8847 members 
Mstep: Class 5 contains 121313 members 
Mstep: Class 6 contains 63764 members 
Mstep: Class 7 contains 113254 members 
Mstep: Class 8 contains 71677 members 
Mstep: Class 9 contains 15560 members 
Mstep: Class 10 contains 11901 members 
Mstep: Class 11 contains 39688 members 
Mstep: Class 12 contains 2668 members 
Mstep: Class 13 contains 63705 members 
Mstep: Class 14 contains 11222 members 
Mstep: Class 15 contains 18675 members 
Mstep: Class 16 contains 54988 members 
Mstep: Class 17 contains 33794 members 
Mstep: Class 18 contains 19410 members 
Mstep: Class 20 contains 82703 members 
Entering Unmasked Estep 
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Iteration 19Q: 20 clusters Score -8.761738e+07 nChanged 21220
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 53924 members 
Mstep: Class 2 contains 61850 members 
Mstep: Class 3 contains 46317 members 
Mstep: Class 4 contains 8682 members 
Mstep: Class 5 contains 121077 members 
Mstep: Class 6 contains 65959 members 
Mstep: Class 7 contains 114667 members 
Mstep: Class 8 contains 69935 members 
Mstep: Class 9 contains 16164 members 
Mstep: Class 10 contains 12958 members 
Mstep: Class 11 contains 40170 members 
Mstep: Class 12 contains 2731 members 
Mstep: Class 13 contains 61744 members 
Mstep: Class 14 contains 10941 members 
Mstep: Class 15 contains 18576 members 
Mstep: Class 16 contains 55712 members 
Mstep: Class 17 contains 33548 members 
Mstep: Class 18 contains 19995 members 
Mstep: Class 20 contains 84787 members 
Entering Unmasked Estep 
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Iteration 20F: 20 clusters Score -8.762844e+07 nChanged 19862
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 49954 members 
Mstep: Class 2 contains 61542 members 
Mstep: Class 3 contains 46446 members 
Mstep: Class 4 contains 8490 members 
Mstep: Class 5 contains 120428 members 
Mstep: Class 6 contains 68054 members 
Mstep: Class 7 contains 115996 members 
Mstep: Class 8 contains 68169 members 
Mstep: Class 9 contains 16833 members 
Mstep: Class 10 contains 14204 members 
Mstep: Class 11 contains 40613 members 
Mstep: Class 12 contains 2801 members 
Mstep: Class 13 contains 60589 members 
Mstep: Class 14 contains 10623 members 
Mstep: Class 15 contains 18418 members 
Mstep: Class 16 contains 56453 members 
Mstep: Class 17 contains 33255 members 
Mstep: Class 18 contains 20659 members 
Mstep: Class 20 contains 86210 members 
Entering Unmasked Estep 
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Iteration 21Q: 20 clusters Score -8.763763e+07 nChanged 18750
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 46366 members 
Mstep: Class 2 contains 61375 members 
Mstep: Class 3 contains 46417 members 
Mstep: Class 4 contains 8286 members 
Mstep: Class 5 contains 119454 members 
Mstep: Class 6 contains 70063 members 
Mstep: Class 7 contains 117293 members 
Mstep: Class 8 contains 66213 members 
Mstep: Class 9 contains 17487 members 
Mstep: Class 10 contains 15458 members 
Mstep: Class 11 contains 40981 members 
Mstep: Class 12 contains 2924 members 
Mstep: Class 13 contains 59994 members 
Mstep: Class 14 contains 10282 members 
Mstep: Class 15 contains 18239 members 
Mstep: Class 16 contains 57220 members 
Mstep: Class 17 contains 32985 members 
Mstep: Class 18 contains 21389 members 
Mstep: Class 20 contains 87311 members 
Entering Unmasked Estep 
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Iteration 22Q: 20 clusters Score -8.764712e+07 nChanged 17919
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 43451 members 
Mstep: Class 2 contains 61292 members 
Mstep: Class 3 contains 46236 members 
Mstep: Class 4 contains 8021 members 
Mstep: Class 5 contains 118275 members 
Mstep: Class 6 contains 71953 members 
Mstep: Class 7 contains 118518 members 
Mstep: Class 8 contains 64166 members 
Mstep: Class 9 contains 18110 members 
Mstep: Class 10 contains 16658 members 
Mstep: Class 11 contains 41363 members 
Mstep: Class 12 contains 3037 members 
Mstep: Class 13 contains 59671 members 
Mstep: Class 14 contains 9948 members 
Mstep: Class 15 contains 18115 members 
Mstep: Class 16 contains 57938 members 
Mstep: Class 17 contains 32683 members 
Mstep: Class 18 contains 22077 members 
Mstep: Class 20 contains 88226 members 
Entering Unmasked Estep 
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Iteration 23Q: 20 clusters Score -8.765706e+07 nChanged 17297
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 41609 members 
Mstep: Class 2 contains 61386 members 
Mstep: Class 3 contains 45870 members 
Mstep: Class 4 contains 7673 members 
Mstep: Class 5 contains 116966 members 
Mstep: Class 6 contains 73849 members 
Mstep: Class 7 contains 120034 members 
Mstep: Class 8 contains 62065 members 
Mstep: Class 9 contains 18719 members 
Mstep: Class 10 contains 17762 members 
Mstep: Class 11 contains 41745 members 
Mstep: Class 12 contains 3118 members 
Mstep: Class 13 contains 59452 members 
Mstep: Class 14 contains 9638 members 
Mstep: Class 15 contains 18007 members 
Mstep: Class 16 contains 58332 members 
Mstep: Class 17 contains 32405 members 
Mstep: Class 18 contains 22679 members 
Mstep: Class 20 contains 88429 members 
Entering Unmasked Estep 
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Iteration 24Q: 20 clusters Score -8.766719e+07 nChanged 17453
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 40927 members 
Mstep: Class 2 contains 61773 members 
Mstep: Class 3 contains 45242 members 
Mstep: Class 4 contains 7330 members 
Mstep: Class 5 contains 115642 members 
Mstep: Class 6 contains 75869 members 
Mstep: Class 7 contains 121496 members 
Mstep: Class 8 contains 60023 members 
Mstep: Class 9 contains 19271 members 
Mstep: Class 10 contains 18731 members 
Mstep: Class 11 contains 42143 members 
Mstep: Class 12 contains 3256 members 
Mstep: Class 13 contains 59301 members 
Mstep: Class 14 contains 9403 members 
Mstep: Class 15 contains 17943 members 
Mstep: Class 16 contains 58423 members 
Mstep: Class 17 contains 32064 members 
Mstep: Class 18 contains 23214 members 
Mstep: Class 20 contains 87687 members 
Entering Unmasked Estep 
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Iteration 25Q: 20 clusters Score -8.768149e+07 nChanged 17218
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 42286 members 
Mstep: Class 2 contains 62505 members 
Mstep: Class 3 contains 44417 members 
Mstep: Class 4 contains 6790 members 
Mstep: Class 5 contains 114169 members 
Mstep: Class 6 contains 78115 members 
Mstep: Class 7 contains 121577 members 
Mstep: Class 8 contains 58091 members 
Mstep: Class 9 contains 19875 members 
Mstep: Class 10 contains 19676 members 
Mstep: Class 11 contains 42556 members 
Mstep: Class 12 contains 3415 members 
Mstep: Class 13 contains 59192 members 
Mstep: Class 14 contains 9177 members 
Mstep: Class 15 contains 17887 members 
Mstep: Class 16 contains 58345 members 
Mstep: Class 17 contains 31682 members 
Mstep: Class 18 contains 23804 members 
Mstep: Class 20 contains 86179 members 
Entering Unmasked Estep 
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Iteration 26Q: 20 clusters Score -8.769183e+07 nChanged 16371
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 44636 members 
Mstep: Class 2 contains 63446 members 
Mstep: Class 3 contains 43543 members 
Mstep: Class 4 contains 6292 members 
Mstep: Class 5 contains 112695 members 
Mstep: Class 6 contains 80540 members 
Mstep: Class 7 contains 120429 members 
Mstep: Class 8 contains 56069 members 
Mstep: Class 9 contains 20479 members 
Mstep: Class 10 contains 20545 members 
Mstep: Class 11 contains 43014 members 
Mstep: Class 12 contains 3588 members 
Mstep: Class 13 contains 59168 members 
Mstep: Class 14 contains 8949 members 
Mstep: Class 15 contains 17859 members 
Mstep: Class 16 contains 58132 members 
Mstep: Class 17 contains 31289 members 
Mstep: Class 18 contains 24354 members 
Mstep: Class 20 contains 84711 members 
Entering Unmasked Estep 
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Iteration 27Q: 20 clusters Score -8.769834e+07 nChanged 14810
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 46218 members 
Mstep: Class 2 contains 64458 members 
Mstep: Class 3 contains 42760 members 
Mstep: Class 4 contains 6040 members 
Mstep: Class 5 contains 111219 members 
Mstep: Class 6 contains 83112 members 
Mstep: Class 7 contains 118851 members 
Mstep: Class 8 contains 53989 members 
Mstep: Class 9 contains 20983 members 
Mstep: Class 10 contains 21238 members 
Mstep: Class 11 contains 43518 members 
Mstep: Class 12 contains 3810 members 
Mstep: Class 13 contains 59224 members 
Mstep: Class 14 contains 8779 members 
Mstep: Class 15 contains 17844 members 
Mstep: Class 16 contains 57782 members 
Mstep: Class 17 contains 30927 members 
Mstep: Class 18 contains 24937 members 
Mstep: Class 20 contains 84049 members 
Entering Unmasked Estep 
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Iteration 28Q: 20 clusters Score -8.77041e+07 nChanged 14021
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 46985 members 
Mstep: Class 2 contains 65595 members 
Mstep: Class 3 contains 42008 members 
Mstep: Class 4 contains 6119 members 
Mstep: Class 5 contains 109553 members 
Mstep: Class 6 contains 85619 members 
Mstep: Class 7 contains 117238 members 
Mstep: Class 8 contains 52016 members 
Mstep: Class 9 contains 21443 members 
Mstep: Class 10 contains 21879 members 
Mstep: Class 11 contains 44048 members 
Mstep: Class 12 contains 4011 members 
Mstep: Class 13 contains 59310 members 
Mstep: Class 14 contains 8659 members 
Mstep: Class 15 contains 17827 members 
Mstep: Class 16 contains 57312 members 
Mstep: Class 17 contains 30563 members 
Mstep: Class 18 contains 25589 members 
Mstep: Class 20 contains 83966 members 
Entering Unmasked Estep 
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Iteration 29Q: 20 clusters Score -8.770899e+07 nChanged 13544
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 47443 members 
Mstep: Class 2 contains 66866 members 
Mstep: Class 3 contains 41266 members 
Mstep: Class 4 contains 6484 members 
Mstep: Class 5 contains 107733 members 
Mstep: Class 6 contains 88074 members 
Mstep: Class 7 contains 115544 members 
Mstep: Class 8 contains 50286 members 
Mstep: Class 9 contains 21889 members 
Mstep: Class 10 contains 22457 members 
Mstep: Class 11 contains 44664 members 
Mstep: Class 12 contains 4196 members 
Mstep: Class 13 contains 59374 members 
Mstep: Class 14 contains 8603 members 
Mstep: Class 15 contains 17819 members 
Mstep: Class 16 contains 56754 members 
Mstep: Class 17 contains 30156 members 
Mstep: Class 18 contains 26166 members 
Mstep: Class 20 contains 83966 members 
Entering Unmasked Estep 
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Iteration 30Q: 20 clusters Score -8.771386e+07 nChanged 13422
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 47715 members 
Mstep: Class 2 contains 68182 members 
Mstep: Class 3 contains 40521 members 
Mstep: Class 4 contains 6987 members 
Mstep: Class 5 contains 105778 members 
Mstep: Class 6 contains 90511 members 
Mstep: Class 7 contains 113775 members 
Mstep: Class 8 contains 48731 members 
Mstep: Class 9 contains 22220 members 
Mstep: Class 10 contains 22998 members 
Mstep: Class 11 contains 45375 members 
Mstep: Class 12 contains 4381 members 
Mstep: Class 13 contains 59468 members 
Mstep: Class 14 contains 8570 members 
Mstep: Class 15 contains 17802 members 
Mstep: Class 16 contains 56131 members 
Mstep: Class 17 contains 29767 members 
Mstep: Class 18 contains 26805 members 
Mstep: Class 20 contains 84023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87718808.000000 Penalty: 38760.738281
Iteration 31Q: 20 clusters Score -8.771881e+07 nChanged 13352
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 47879 members 
Mstep: Class 2 contains 69508 members 
Mstep: Class 3 contains 39841 members 
Mstep: Class 4 contains 7726 members 
Mstep: Class 5 contains 103862 members 
Mstep: Class 6 contains 92852 members 
Mstep: Class 7 contains 111761 members 
Mstep: Class 8 contains 47452 members 
Mstep: Class 9 contains 22409 members 
Mstep: Class 10 contains 23490 members 
Mstep: Class 11 contains 46158 members 
Mstep: Class 12 contains 4528 members 
Mstep: Class 13 contains 59579 members 
Mstep: Class 14 contains 8566 members 
Mstep: Class 15 contains 17811 members 
Mstep: Class 16 contains 55340 members 
Mstep: Class 17 contains 29372 members 
Mstep: Class 18 contains 27527 members 
Mstep: Class 20 contains 84079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87723392.000000 Penalty: 38760.738281
Iteration 32Q: 20 clusters Score -8.772339e+07 nChanged 13409
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 48006 members 
Mstep: Class 2 contains 70932 members 
Mstep: Class 3 contains 39064 members 
Mstep: Class 4 contains 8860 members 
Mstep: Class 5 contains 101847 members 
Mstep: Class 6 contains 95116 members 
Mstep: Class 7 contains 109354 members 
Mstep: Class 8 contains 46395 members 
Mstep: Class 9 contains 22514 members 
Mstep: Class 10 contains 23987 members 
Mstep: Class 11 contains 47005 members 
Mstep: Class 12 contains 4608 members 
Mstep: Class 13 contains 59701 members 
Mstep: Class 14 contains 8594 members 
Mstep: Class 15 contains 17808 members 
Mstep: Class 16 contains 54519 members 
Mstep: Class 17 contains 29033 members 
Mstep: Class 18 contains 28258 members 
Mstep: Class 20 contains 84139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87727944.000000 Penalty: 38760.738281
Iteration 33Q: 20 clusters Score -8.772794e+07 nChanged 12942
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 48111 members 
Mstep: Class 2 contains 72295 members 
Mstep: Class 3 contains 38276 members 
Mstep: Class 4 contains 10318 members 
Mstep: Class 5 contains 99913 members 
Mstep: Class 6 contains 97256 members 
Mstep: Class 7 contains 106673 members 
Mstep: Class 8 contains 45430 members 
Mstep: Class 9 contains 22572 members 
Mstep: Class 10 contains 24476 members 
Mstep: Class 11 contains 47802 members 
Mstep: Class 12 contains 4652 members 
Mstep: Class 13 contains 59843 members 
Mstep: Class 14 contains 8627 members 
Mstep: Class 15 contains 17817 members 
Mstep: Class 16 contains 53694 members 
Mstep: Class 17 contains 28808 members 
Mstep: Class 18 contains 29024 members 
Mstep: Class 20 contains 84153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87731976.000000 Penalty: 38760.738281
Iteration 34Q: 20 clusters Score -8.773198e+07 nChanged 12204
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 48183 members 
Mstep: Class 2 contains 73664 members 
Mstep: Class 3 contains 37555 members 
Mstep: Class 4 contains 11963 members 
Mstep: Class 5 contains 98002 members 
Mstep: Class 6 contains 99246 members 
Mstep: Class 7 contains 103608 members 
Mstep: Class 8 contains 44572 members 
Mstep: Class 9 contains 22543 members 
Mstep: Class 10 contains 25002 members 
Mstep: Class 11 contains 48550 members 
Mstep: Class 12 contains 4703 members 
Mstep: Class 13 contains 60009 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 17816 members 
Mstep: Class 16 contains 52944 members 
Mstep: Class 17 contains 28809 members 
Mstep: Class 18 contains 29735 members 
Mstep: Class 20 contains 84192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87735160.000000 Penalty: 38760.738281
Iteration 35Q: 20 clusters Score -8.773516e+07 nChanged 11110
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 48267 members 
Mstep: Class 2 contains 74982 members 
Mstep: Class 3 contains 36898 members 
Mstep: Class 4 contains 13633 members 
Mstep: Class 5 contains 96281 members 
Mstep: Class 6 contains 101041 members 
Mstep: Class 7 contains 100417 members 
Mstep: Class 8 contains 43884 members 
Mstep: Class 9 contains 22494 members 
Mstep: Class 10 contains 25448 members 
Mstep: Class 11 contains 49182 members 
Mstep: Class 12 contains 4706 members 
Mstep: Class 13 contains 60151 members 
Mstep: Class 14 contains 8659 members 
Mstep: Class 15 contains 17850 members 
Mstep: Class 16 contains 52271 members 
Mstep: Class 17 contains 28882 members 
Mstep: Class 18 contains 30477 members 
Mstep: Class 20 contains 84217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87737768.000000 Penalty: 38760.738281
Iteration 36Q: 20 clusters Score -8.773777e+07 nChanged 10191
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 48330 members 
Mstep: Class 2 contains 76273 members 
Mstep: Class 3 contains 36319 members 
Mstep: Class 4 contains 15389 members 
Mstep: Class 5 contains 94890 members 
Mstep: Class 6 contains 102650 members 
Mstep: Class 7 contains 97041 members 
Mstep: Class 8 contains 43169 members 
Mstep: Class 9 contains 22437 members 
Mstep: Class 10 contains 25875 members 
Mstep: Class 11 contains 49684 members 
Mstep: Class 12 contains 4708 members 
Mstep: Class 13 contains 60317 members 
Mstep: Class 14 contains 8678 members 
Mstep: Class 15 contains 17857 members 
Mstep: Class 16 contains 51727 members 
Mstep: Class 17 contains 28961 members 
Mstep: Class 18 contains 31179 members 
Mstep: Class 20 contains 84256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87739304.000000 Penalty: 38760.738281
Iteration 37Q: 20 clusters Score -8.77393e+07 nChanged 9389
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 48407 members 
Mstep: Class 2 contains 77350 members 
Mstep: Class 3 contains 35796 members 
Mstep: Class 4 contains 17115 members 
Mstep: Class 5 contains 93803 members 
Mstep: Class 6 contains 104148 members 
Mstep: Class 7 contains 93697 members 
Mstep: Class 8 contains 42565 members 
Mstep: Class 9 contains 22325 members 
Mstep: Class 10 contains 26268 members 
Mstep: Class 11 contains 50117 members 
Mstep: Class 12 contains 4708 members 
Mstep: Class 13 contains 60496 members 
Mstep: Class 14 contains 8704 members 
Mstep: Class 15 contains 17868 members 
Mstep: Class 16 contains 51219 members 
Mstep: Class 17 contains 29036 members 
Mstep: Class 18 contains 31832 members 
Mstep: Class 20 contains 84286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87741048.000000 Penalty: 38760.738281
Iteration 38Q: 20 clusters Score -8.774105e+07 nChanged 8652
Entering ConstructFrom: 
Score: -87741048.000000 Penalty: 38760.738281
Entering ConstructFrom: 
Trying to split cluster 1 (48479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48479 members 
Entering Unmasked Estep 
Score: -4976476.000000 Penalty: 1605.386230
	Iteration 0F: 2 clusters Score -4976476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -4944986.500000 Penalty: 3210.772461
	Iteration 0F: 3 clusters Score -4944986 nChanged 22342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24976 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -4957790.000000 Penalty: 3210.772461
	Iteration 1F: 3 clusters Score -4957790 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25767 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -4959417.500000 Penalty: 3210.772461
	Iteration 2F: 3 clusters Score -4959418 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -4961985.500000 Penalty: 3210.772461
	Iteration 3F: 3 clusters Score -4961986 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28438 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -4965160.500000 Penalty: 3210.772461
	Iteration 4F: 3 clusters Score -4965160 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30024 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -4968379.000000 Penalty: 3210.772461
	Iteration 5F: 3 clusters Score -4968379 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31363 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -4970799.500000 Penalty: 3210.772461
	Iteration 6F: 3 clusters Score -4970800 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32360 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -4972788.000000 Penalty: 3210.772461
	Iteration 7F: 3 clusters Score -4972788 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33024 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -4974546.500000 Penalty: 3210.772461
	Iteration 8Q: 3 clusters Score -4974546 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33218 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -4975888.500000 Penalty: 3210.772461
	Iteration 9Q: 3 clusters Score -4975888 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32987 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -4977189.500000 Penalty: 3210.772461
	Iteration 10Q: 3 clusters Score -4977190 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32378 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -4978722.000000 Penalty: 3210.772461
	Iteration 11Q: 3 clusters Score -4978722 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31316 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -4981377.000000 Penalty: 3210.772461
	Iteration 12Q: 3 clusters Score -4981377 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29874 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -4986664.500000 Penalty: 3210.772461
	Iteration 13F: 3 clusters Score -4986664 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28589 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -4993256.000000 Penalty: 3210.772461
	Iteration 14F: 3 clusters Score -4993256 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28572 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -4995524.000000 Penalty: 3210.772461
	Iteration 15Q: 3 clusters Score -4995524 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29163 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -4996734.000000 Penalty: 3210.772461
	Iteration 16Q: 3 clusters Score -4996734 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29800 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -4997773.000000 Penalty: 3210.772461
	Iteration 17Q: 3 clusters Score -4997773 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30368 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -4998599.000000 Penalty: 3210.772461
	Iteration 18Q: 3 clusters Score -4998599 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30788 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -4999071.500000 Penalty: 3210.772461
	Iteration 19Q: 3 clusters Score -4999072 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31085 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -4999331.500000 Penalty: 3210.772461
	Iteration 20F: 3 clusters Score -4999332 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31301 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -4999447.000000 Penalty: 3210.772461
	Iteration 21Q: 3 clusters Score -4999447 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31418 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -4999471.500000 Penalty: 3210.772461
	Iteration 22Q: 3 clusters Score -4999472 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31483 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -4999469.000000 Penalty: 3210.772461
	Iteration 23Q: 3 clusters Score -4999469 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31518 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -4999493.000000 Penalty: 3210.772461
	Iteration 24Q: 3 clusters Score -4999493 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31534 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -4999482.500000 Penalty: 3210.772461
	Iteration 25Q: 3 clusters Score -4999482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31547 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -4999487.500000 Penalty: 3210.772461
	Iteration 26Q: 3 clusters Score -4999488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31553 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -4999490.000000 Penalty: 3210.772461
	Iteration 27Q: 3 clusters Score -4999490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31563 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -4999503.500000 Penalty: 3210.772461
	Iteration 28Q: 3 clusters Score -4999504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31568 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -4999505.500000 Penalty: 3210.772461
	Iteration 29Q: 3 clusters Score -4999506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31571 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -4999507.500000 Penalty: 3210.772461
	Iteration 30Q: 3 clusters Score -4999508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -4999505.000000 Penalty: 3210.772461
	Iteration 31Q: 3 clusters Score -4999505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -4999505.000000 Penalty: 3210.772461
	Iteration 32F: 3 clusters Score -4999505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 78356 members 
Mstep: Class 3 contains 35387 members 
Mstep: Class 4 contains 18768 members 
Mstep: Class 5 contains 92909 members 
Mstep: Class 6 contains 105557 members 
Mstep: Class 7 contains 90387 members 
Mstep: Class 8 contains 42012 members 
Mstep: Class 9 contains 22182 members 
Mstep: Class 10 contains 26599 members 
Mstep: Class 11 contains 50473 members 
Mstep: Class 12 contains 4724 members 
Mstep: Class 13 contains 60675 members 
Mstep: Class 14 contains 8745 members 
Mstep: Class 15 contains 17875 members 
Mstep: Class 16 contains 50825 members 
Mstep: Class 17 contains 29096 members 
Mstep: Class 18 contains 32406 members 
Mstep: Class 19 contains 16905 members 
Mstep: Class 20 contains 84285 members 
Entering Unmasked Estep 
Score: -87764064.000000 Penalty: 40800.777344
Splitting cluster 1 changes total score from -87741048.000000 to -87764064.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 2 (78356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78356 members 
Entering Unmasked Estep 
Score: -7930223.500000 Penalty: 1676.829956
	Iteration 0F: 2 clusters Score -7930224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39351 members 
Mstep: Class 2 contains 39005 members 
Entering Unmasked Estep 
Score: -7878921.000000 Penalty: 3353.659912
	Iteration 0F: 3 clusters Score -7878921 nChanged 36756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40535 members 
Mstep: Class 2 contains 37821 members 
Entering Unmasked Estep 
Score: -7899671.500000 Penalty: 3353.659912
	Iteration 1F: 3 clusters Score -7899672 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41115 members 
Mstep: Class 2 contains 37241 members 
Entering Unmasked Estep 
Score: -7900631.500000 Penalty: 3353.659912
	Iteration 2Q: 3 clusters Score -7900632 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41866 members 
Mstep: Class 2 contains 36490 members 
Entering Unmasked Estep 
Score: -7901712.000000 Penalty: 3353.659912
	Iteration 3Q: 3 clusters Score -7901712 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42839 members 
Mstep: Class 2 contains 35517 members 
Entering Unmasked Estep 
Score: -7902957.000000 Penalty: 3353.659912
	Iteration 4Q: 3 clusters Score -7902957 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44244 members 
Mstep: Class 2 contains 34112 members 
Entering Unmasked Estep 
Score: -7904503.000000 Penalty: 3353.659912
	Iteration 5Q: 3 clusters Score -7904503 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46241 members 
Mstep: Class 2 contains 32115 members 
Entering Unmasked Estep 
Score: -7906427.500000 Penalty: 3353.659912
	Iteration 6F: 3 clusters Score -7906428 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48772 members 
Mstep: Class 2 contains 29584 members 
Entering Unmasked Estep 
Score: -7908653.500000 Penalty: 3353.659912
	Iteration 7F: 3 clusters Score -7908654 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51916 members 
Mstep: Class 2 contains 26440 members 
Entering Unmasked Estep 
Score: -7911277.500000 Penalty: 3353.659912
	Iteration 8F: 3 clusters Score -7911278 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55480 members 
Mstep: Class 2 contains 22876 members 
Entering Unmasked Estep 
Score: -7914275.500000 Penalty: 3353.659912
	Iteration 9F: 3 clusters Score -7914276 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59179 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -7917418.000000 Penalty: 3353.659912
	Iteration 10F: 3 clusters Score -7917418 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62585 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -7920022.500000 Penalty: 3353.659912
	Iteration 11Q: 3 clusters Score -7920022 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65516 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -7922196.000000 Penalty: 3353.659912
	Iteration 12Q: 3 clusters Score -7922196 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68017 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -7923898.500000 Penalty: 3353.659912
	Iteration 13Q: 3 clusters Score -7923898 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70079 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -7925229.000000 Penalty: 3353.659912
	Iteration 14Q: 3 clusters Score -7925229 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71784 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -7926313.000000 Penalty: 3353.659912
	Iteration 15Q: 3 clusters Score -7926313 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73149 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -7927115.500000 Penalty: 3353.659912
	Iteration 16Q: 3 clusters Score -7927116 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74152 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -7927672.500000 Penalty: 3353.659912
	Iteration 17Q: 3 clusters Score -7927672 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74939 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -7928095.000000 Penalty: 3353.659912
	Iteration 18Q: 3 clusters Score -7928095 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75514 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -7928428.000000 Penalty: 3353.659912
	Iteration 19Q: 3 clusters Score -7928428 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75915 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -7928665.000000 Penalty: 3353.659912
	Iteration 20F: 3 clusters Score -7928665 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76201 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -7928805.000000 Penalty: 3353.659912
	Iteration 21Q: 3 clusters Score -7928805 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76415 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -7928894.000000 Penalty: 3353.659912
	Iteration 22Q: 3 clusters Score -7928894 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76557 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -7928959.500000 Penalty: 3353.659912
	Iteration 23Q: 3 clusters Score -7928960 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76690 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -7929038.000000 Penalty: 3353.659912
	Iteration 24Q: 3 clusters Score -7929038 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76777 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -7929076.500000 Penalty: 3353.659912
	Iteration 25Q: 3 clusters Score -7929076 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76850 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -7929121.000000 Penalty: 3353.659912
	Iteration 26Q: 3 clusters Score -7929121 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76909 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -7929158.000000 Penalty: 3353.659912
	Iteration 27Q: 3 clusters Score -7929158 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76943 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -7929168.500000 Penalty: 3353.659912
	Iteration 28Q: 3 clusters Score -7929168 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76973 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -7929199.000000 Penalty: 3353.659912
	Iteration 29Q: 3 clusters Score -7929199 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77004 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -7929221.000000 Penalty: 3353.659912
	Iteration 30Q: 3 clusters Score -7929221 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77034 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -7929248.000000 Penalty: 3353.659912
	Iteration 31Q: 3 clusters Score -7929248 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77063 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -7929265.000000 Penalty: 3353.659912
	Iteration 32Q: 3 clusters Score -7929265 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77087 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -7929284.500000 Penalty: 3353.659912
	Iteration 33Q: 3 clusters Score -7929284 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77099 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -7929292.000000 Penalty: 3353.659912
	Iteration 34Q: 3 clusters Score -7929292 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77104 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -7929294.500000 Penalty: 3353.659912
	Iteration 35Q: 3 clusters Score -7929294 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77110 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -7929294.500000 Penalty: 3353.659912
	Iteration 36Q: 3 clusters Score -7929294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77114 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -7929297.500000 Penalty: 3353.659912
	Iteration 37Q: 3 clusters Score -7929298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77117 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -7929299.500000 Penalty: 3353.659912
	Iteration 38Q: 3 clusters Score -7929300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77119 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -7929300.500000 Penalty: 3353.659912
	Iteration 39Q: 3 clusters Score -7929300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77118 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -7929303.000000 Penalty: 3353.659912
	Iteration 40F: 3 clusters Score -7929303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77120 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -7929301.000000 Penalty: 3353.659912
	Iteration 41Q: 3 clusters Score -7929301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77123 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -7929308.000000 Penalty: 3353.659912
	Iteration 42Q: 3 clusters Score -7929308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77130 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -7929311.500000 Penalty: 3353.659912
	Iteration 43Q: 3 clusters Score -7929312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77136 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -7929318.500000 Penalty: 3353.659912
	Iteration 44Q: 3 clusters Score -7929318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -7929315.000000 Penalty: 3353.659912
	Iteration 45Q: 3 clusters Score -7929315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77145 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -7929327.000000 Penalty: 3353.659912
	Iteration 46Q: 3 clusters Score -7929327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77152 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -7929321.500000 Penalty: 3353.659912
	Iteration 47Q: 3 clusters Score -7929322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77159 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -7929328.500000 Penalty: 3353.659912
	Iteration 48Q: 3 clusters Score -7929328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77167 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -7929335.000000 Penalty: 3353.659912
	Iteration 49Q: 3 clusters Score -7929335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77170 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -7929333.000000 Penalty: 3353.659912
	Iteration 50Q: 3 clusters Score -7929333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77171 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -7929335.500000 Penalty: 3353.659912
	Iteration 51Q: 3 clusters Score -7929336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77172 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -7929334.500000 Penalty: 3353.659912
	Iteration 52Q: 3 clusters Score -7929334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77173 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -7929337.000000 Penalty: 3353.659912
	Iteration 53Q: 3 clusters Score -7929337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77171 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -7929340.000000 Penalty: 3353.659912
	Iteration 54Q: 3 clusters Score -7929340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77169 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -7929339.000000 Penalty: 3353.659912
	Iteration 55Q: 3 clusters Score -7929339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77168 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -7929345.500000 Penalty: 3353.659912
	Iteration 56Q: 3 clusters Score -7929346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77167 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -7929344.000000 Penalty: 3353.659912
	Iteration 57Q: 3 clusters Score -7929344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77167 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -7929344.000000 Penalty: 3353.659912
	Iteration 58F: 3 clusters Score -7929344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (35387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35387 members 
Entering Unmasked Estep 
Score: -3355017.250000 Penalty: 1558.546143
	Iteration 0F: 2 clusters Score -3355017 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -3332032.000000 Penalty: 3117.092285
	Iteration 0F: 3 clusters Score -3332032 nChanged 16065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -3341406.500000 Penalty: 3117.092285
	Iteration 1F: 3 clusters Score -3341406 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -3344341.750000 Penalty: 3117.092285
	Iteration 2F: 3 clusters Score -3344342 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -3350406.500000 Penalty: 3117.092285
	Iteration 3F: 3 clusters Score -3350406 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -3357169.250000 Penalty: 3117.092285
	Iteration 4F: 3 clusters Score -3357169 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -3360607.500000 Penalty: 3117.092285
	Iteration 5F: 3 clusters Score -3360608 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -3361608.500000 Penalty: 3117.092285
	Iteration 6F: 3 clusters Score -3361608 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -3361967.750000 Penalty: 3117.092285
	Iteration 7Q: 3 clusters Score -3361968 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -3362190.750000 Penalty: 3117.092285
	Iteration 8Q: 3 clusters Score -3362191 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -3362367.750000 Penalty: 3117.092285
	Iteration 9Q: 3 clusters Score -3362368 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -3362546.750000 Penalty: 3117.092285
	Iteration 10Q: 3 clusters Score -3362547 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -3362745.000000 Penalty: 3117.092285
	Iteration 11Q: 3 clusters Score -3362745 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -3362909.250000 Penalty: 3117.092285
	Iteration 12Q: 3 clusters Score -3362909 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -3363075.000000 Penalty: 3117.092285
	Iteration 13Q: 3 clusters Score -3363075 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -3363242.750000 Penalty: 3117.092285
	Iteration 14Q: 3 clusters Score -3363243 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -3363370.250000 Penalty: 3117.092285
	Iteration 15Q: 3 clusters Score -3363370 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -3363504.000000 Penalty: 3117.092285
	Iteration 16Q: 3 clusters Score -3363504 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -3363603.250000 Penalty: 3117.092285
	Iteration 17Q: 3 clusters Score -3363603 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -3363701.000000 Penalty: 3117.092285
	Iteration 18Q: 3 clusters Score -3363701 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -3363806.000000 Penalty: 3117.092285
	Iteration 19Q: 3 clusters Score -3363806 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -3363887.000000 Penalty: 3117.092285
	Iteration 20F: 3 clusters Score -3363887 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -3363949.750000 Penalty: 3117.092285
	Iteration 21Q: 3 clusters Score -3363950 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -3363993.250000 Penalty: 3117.092285
	Iteration 22Q: 3 clusters Score -3363993 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -3364050.750000 Penalty: 3117.092285
	Iteration 23Q: 3 clusters Score -3364051 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -3364090.750000 Penalty: 3117.092285
	Iteration 24Q: 3 clusters Score -3364091 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -3364157.250000 Penalty: 3117.092285
	Iteration 25Q: 3 clusters Score -3364157 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -3364227.750000 Penalty: 3117.092285
	Iteration 26Q: 3 clusters Score -3364228 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -3364287.750000 Penalty: 3117.092285
	Iteration 27Q: 3 clusters Score -3364288 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -3364391.250000 Penalty: 3117.092285
	Iteration 28Q: 3 clusters Score -3364391 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -3364484.000000 Penalty: 3117.092285
	Iteration 29Q: 3 clusters Score -3364484 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -3364679.250000 Penalty: 3117.092285
	Iteration 30Q: 3 clusters Score -3364679 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -3364942.500000 Penalty: 3117.092285
	Iteration 31Q: 3 clusters Score -3364942 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -3365456.250000 Penalty: 3117.092285
	Iteration 32Q: 3 clusters Score -3365456 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -3366149.000000 Penalty: 3117.092285
	Iteration 33Q: 3 clusters Score -3366149 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -3366615.500000 Penalty: 3117.092285
	Iteration 34Q: 3 clusters Score -3366616 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -3366779.750000 Penalty: 3117.092285
	Iteration 35Q: 3 clusters Score -3366780 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -3366799.000000 Penalty: 3117.092285
	Iteration 36Q: 3 clusters Score -3366799 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -3366820.500000 Penalty: 3117.092285
	Iteration 37Q: 3 clusters Score -3366820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -3366820.500000 Penalty: 3117.092285
	Iteration 38Q: 3 clusters Score -3366820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -3366819.000000 Penalty: 3117.092285
	Iteration 39Q: 3 clusters Score -3366819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -3366818.500000 Penalty: 3117.092285
	Iteration 40F: 3 clusters Score -3366818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 78356 members 
Mstep: Class 3 contains 22624 members 
Mstep: Class 4 contains 18768 members 
Mstep: Class 5 contains 92909 members 
Mstep: Class 6 contains 105557 members 
Mstep: Class 7 contains 90387 members 
Mstep: Class 8 contains 42012 members 
Mstep: Class 9 contains 22182 members 
Mstep: Class 10 contains 26599 members 
Mstep: Class 11 contains 50473 members 
Mstep: Class 12 contains 4724 members 
Mstep: Class 13 contains 60675 members 
Mstep: Class 14 contains 8745 members 
Mstep: Class 15 contains 17875 members 
Mstep: Class 16 contains 50825 members 
Mstep: Class 17 contains 29096 members 
Mstep: Class 18 contains 32406 members 
Mstep: Class 19 contains 16905 members 
Mstep: Class 20 contains 84285 members 
Mstep: Class 21 contains 12763 members 
Entering Unmasked Estep 
Score: -87775464.000000 Penalty: 42840.816406
Splitting cluster 3 changes total score from -87741048.000000 to -87775464.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 4 (18768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Entering Unmasked Estep 
Score: -1971825.625000 Penalty: 1464.178467
	Iteration 0F: 2 clusters Score -1971826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1959418.750000 Penalty: 2928.356934
	Iteration 0F: 3 clusters Score -1959419 nChanged 8294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1964040.750000 Penalty: 2928.356934
	Iteration 1F: 3 clusters Score -1964041 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1964522.125000 Penalty: 2928.356934
	Iteration 2F: 3 clusters Score -1964522 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1964888.250000 Penalty: 2928.356934
	Iteration 3Q: 3 clusters Score -1964888 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1965246.625000 Penalty: 2928.356934
	Iteration 4Q: 3 clusters Score -1965247 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1965555.750000 Penalty: 2928.356934
	Iteration 5Q: 3 clusters Score -1965556 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1965851.500000 Penalty: 2928.356934
	Iteration 6Q: 3 clusters Score -1965852 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1966190.375000 Penalty: 2928.356934
	Iteration 7Q: 3 clusters Score -1966190 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1966544.000000 Penalty: 2928.356934
	Iteration 8Q: 3 clusters Score -1966544 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1966924.375000 Penalty: 2928.356934
	Iteration 9Q: 3 clusters Score -1966924 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1967342.000000 Penalty: 2928.356934
	Iteration 10Q: 3 clusters Score -1967342 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1967737.000000 Penalty: 2928.356934
	Iteration 11Q: 3 clusters Score -1967737 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1968085.625000 Penalty: 2928.356934
	Iteration 12Q: 3 clusters Score -1968086 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1968455.875000 Penalty: 2928.356934
	Iteration 13Q: 3 clusters Score -1968456 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1968843.500000 Penalty: 2928.356934
	Iteration 14Q: 3 clusters Score -1968844 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1969220.750000 Penalty: 2928.356934
	Iteration 15Q: 3 clusters Score -1969221 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1969584.750000 Penalty: 2928.356934
	Iteration 16Q: 3 clusters Score -1969585 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1969907.000000 Penalty: 2928.356934
	Iteration 17Q: 3 clusters Score -1969907 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1970250.375000 Penalty: 2928.356934
	Iteration 18Q: 3 clusters Score -1970250 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1970546.750000 Penalty: 2928.356934
	Iteration 19Q: 3 clusters Score -1970547 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1970788.250000 Penalty: 2928.356934
	Iteration 20F: 3 clusters Score -1970788 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1970981.625000 Penalty: 2928.356934
	Iteration 21Q: 3 clusters Score -1970982 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1971122.500000 Penalty: 2928.356934
	Iteration 22Q: 3 clusters Score -1971122 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1971232.750000 Penalty: 2928.356934
	Iteration 23Q: 3 clusters Score -1971233 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1971307.250000 Penalty: 2928.356934
	Iteration 24Q: 3 clusters Score -1971307 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1971377.500000 Penalty: 2928.356934
	Iteration 25Q: 3 clusters Score -1971378 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1971444.000000 Penalty: 2928.356934
	Iteration 26Q: 3 clusters Score -1971444 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1971491.000000 Penalty: 2928.356934
	Iteration 27Q: 3 clusters Score -1971491 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1971525.625000 Penalty: 2928.356934
	Iteration 28Q: 3 clusters Score -1971526 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1971548.250000 Penalty: 2928.356934
	Iteration 29Q: 3 clusters Score -1971548 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1971569.750000 Penalty: 2928.356934
	Iteration 30Q: 3 clusters Score -1971570 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1971584.125000 Penalty: 2928.356934
	Iteration 31Q: 3 clusters Score -1971584 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1971592.625000 Penalty: 2928.356934
	Iteration 32Q: 3 clusters Score -1971593 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1971597.375000 Penalty: 2928.356934
	Iteration 33Q: 3 clusters Score -1971597 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1971607.625000 Penalty: 2928.356934
	Iteration 34Q: 3 clusters Score -1971608 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1971609.750000 Penalty: 2928.356934
	Iteration 35Q: 3 clusters Score -1971610 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1971618.500000 Penalty: 2928.356934
	Iteration 36Q: 3 clusters Score -1971618 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1971624.000000 Penalty: 2928.356934
	Iteration 37Q: 3 clusters Score -1971624 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1971632.250000 Penalty: 2928.356934
	Iteration 38Q: 3 clusters Score -1971632 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1971646.750000 Penalty: 2928.356934
	Iteration 39Q: 3 clusters Score -1971647 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1971655.000000 Penalty: 2928.356934
	Iteration 40F: 3 clusters Score -1971655 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1971655.500000 Penalty: 2928.356934
	Iteration 41Q: 3 clusters Score -1971656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1971659.875000 Penalty: 2928.356934
	Iteration 42Q: 3 clusters Score -1971660 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1971663.125000 Penalty: 2928.356934
	Iteration 43Q: 3 clusters Score -1971663 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1971667.250000 Penalty: 2928.356934
	Iteration 44Q: 3 clusters Score -1971667 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1971666.500000 Penalty: 2928.356934
	Iteration 45Q: 3 clusters Score -1971666 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1971674.500000 Penalty: 2928.356934
	Iteration 46Q: 3 clusters Score -1971674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1971677.875000 Penalty: 2928.356934
	Iteration 47Q: 3 clusters Score -1971678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1971676.750000 Penalty: 2928.356934
	Iteration 48Q: 3 clusters Score -1971677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1971681.625000 Penalty: 2928.356934
	Iteration 49Q: 3 clusters Score -1971682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1971681.625000 Penalty: 2928.356934
	Iteration 50Q: 3 clusters Score -1971682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1971684.625000 Penalty: 2928.356934
	Iteration 51Q: 3 clusters Score -1971685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1971691.750000 Penalty: 2928.356934
	Iteration 52Q: 3 clusters Score -1971692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1971690.375000 Penalty: 2928.356934
	Iteration 53Q: 3 clusters Score -1971690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1971690.250000 Penalty: 2928.356934
	Iteration 54Q: 3 clusters Score -1971690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1971690.875000 Penalty: 2928.356934
	Iteration 55Q: 3 clusters Score -1971691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1971691.875000 Penalty: 2928.356934
	Iteration 56Q: 3 clusters Score -1971692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1971690.250000 Penalty: 2928.356934
	Iteration 57Q: 3 clusters Score -1971690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1971690.875000 Penalty: 2928.356934
	Iteration 58Q: 3 clusters Score -1971691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1971687.375000 Penalty: 2928.356934
	Iteration 59Q: 3 clusters Score -1971687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1971690.000000 Penalty: 2928.356934
	Iteration 60F: 3 clusters Score -1971690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1971688.750000 Penalty: 2928.356934
	Iteration 61Q: 3 clusters Score -1971689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1971689.750000 Penalty: 2928.356934
	Iteration 62Q: 3 clusters Score -1971690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1971688.250000 Penalty: 2928.356934
	Iteration 63Q: 3 clusters Score -1971688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1971688.375000 Penalty: 2928.356934
	Iteration 64Q: 3 clusters Score -1971688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1971689.125000 Penalty: 2928.356934
	Iteration 65Q: 3 clusters Score -1971689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1971689.375000 Penalty: 2928.356934
	Iteration 66Q: 3 clusters Score -1971689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1971686.125000 Penalty: 2928.356934
	Iteration 67Q: 3 clusters Score -1971686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1971686.125000 Penalty: 2928.356934
	Iteration 68F: 3 clusters Score -1971686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (92909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92909 members 
Entering Unmasked Estep 
Score: -9445328.000000 Penalty: 1702.179199
	Iteration 0F: 2 clusters Score -9445328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46349 members 
Mstep: Class 2 contains 46560 members 
Entering Unmasked Estep 
Score: -9384239.000000 Penalty: 3404.358398
	Iteration 0F: 3 clusters Score -9384239 nChanged 44004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45917 members 
Mstep: Class 2 contains 46992 members 
Entering Unmasked Estep 
Score: -9409235.000000 Penalty: 3404.358398
	Iteration 1F: 3 clusters Score -9409235 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45805 members 
Mstep: Class 2 contains 47104 members 
Entering Unmasked Estep 
Score: -9410530.000000 Penalty: 3404.358398
	Iteration 2Q: 3 clusters Score -9410530 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45822 members 
Mstep: Class 2 contains 47087 members 
Entering Unmasked Estep 
Score: -9412379.000000 Penalty: 3404.358398
	Iteration 3Q: 3 clusters Score -9412379 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46144 members 
Mstep: Class 2 contains 46765 members 
Entering Unmasked Estep 
Score: -9415439.000000 Penalty: 3404.358398
	Iteration 4F: 3 clusters Score -9415439 nChanged 6316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46984 members 
Mstep: Class 2 contains 45925 members 
Entering Unmasked Estep 
Score: -9419817.000000 Penalty: 3404.358398
	Iteration 5F: 3 clusters Score -9419817 nChanged 7197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48215 members 
Mstep: Class 2 contains 44694 members 
Entering Unmasked Estep 
Score: -9425829.000000 Penalty: 3404.358398
	Iteration 6F: 3 clusters Score -9425829 nChanged 7589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49190 members 
Mstep: Class 2 contains 43719 members 
Entering Unmasked Estep 
Score: -9432984.000000 Penalty: 3404.358398
	Iteration 7F: 3 clusters Score -9432984 nChanged 7163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49731 members 
Mstep: Class 2 contains 43178 members 
Entering Unmasked Estep 
Score: -9440972.000000 Penalty: 3404.358398
	Iteration 8F: 3 clusters Score -9440972 nChanged 6290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50243 members 
Mstep: Class 2 contains 42666 members 
Entering Unmasked Estep 
Score: -9447670.000000 Penalty: 3404.358398
	Iteration 9F: 3 clusters Score -9447670 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50906 members 
Mstep: Class 2 contains 42003 members 
Entering Unmasked Estep 
Score: -9451331.000000 Penalty: 3404.358398
	Iteration 10F: 3 clusters Score -9451331 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51523 members 
Mstep: Class 2 contains 41386 members 
Entering Unmasked Estep 
Score: -9453119.000000 Penalty: 3404.358398
	Iteration 11Q: 3 clusters Score -9453119 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52027 members 
Mstep: Class 2 contains 40882 members 
Entering Unmasked Estep 
Score: -9454045.000000 Penalty: 3404.358398
	Iteration 12Q: 3 clusters Score -9454045 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52493 members 
Mstep: Class 2 contains 40416 members 
Entering Unmasked Estep 
Score: -9454454.000000 Penalty: 3404.358398
	Iteration 13Q: 3 clusters Score -9454454 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52965 members 
Mstep: Class 2 contains 39944 members 
Entering Unmasked Estep 
Score: -9454762.000000 Penalty: 3404.358398
	Iteration 14Q: 3 clusters Score -9454762 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53452 members 
Mstep: Class 2 contains 39457 members 
Entering Unmasked Estep 
Score: -9454999.000000 Penalty: 3404.358398
	Iteration 15Q: 3 clusters Score -9454999 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53943 members 
Mstep: Class 2 contains 38966 members 
Entering Unmasked Estep 
Score: -9455235.000000 Penalty: 3404.358398
	Iteration 16Q: 3 clusters Score -9455235 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54465 members 
Mstep: Class 2 contains 38444 members 
Entering Unmasked Estep 
Score: -9455408.000000 Penalty: 3404.358398
	Iteration 17Q: 3 clusters Score -9455408 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55004 members 
Mstep: Class 2 contains 37905 members 
Entering Unmasked Estep 
Score: -9455569.000000 Penalty: 3404.358398
	Iteration 18Q: 3 clusters Score -9455569 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55561 members 
Mstep: Class 2 contains 37348 members 
Entering Unmasked Estep 
Score: -9455767.000000 Penalty: 3404.358398
	Iteration 19Q: 3 clusters Score -9455767 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56140 members 
Mstep: Class 2 contains 36769 members 
Entering Unmasked Estep 
Score: -9455988.000000 Penalty: 3404.358398
	Iteration 20F: 3 clusters Score -9455988 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56694 members 
Mstep: Class 2 contains 36215 members 
Entering Unmasked Estep 
Score: -9456203.000000 Penalty: 3404.358398
	Iteration 21Q: 3 clusters Score -9456203 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57292 members 
Mstep: Class 2 contains 35617 members 
Entering Unmasked Estep 
Score: -9456389.000000 Penalty: 3404.358398
	Iteration 22Q: 3 clusters Score -9456389 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57893 members 
Mstep: Class 2 contains 35016 members 
Entering Unmasked Estep 
Score: -9456565.000000 Penalty: 3404.358398
	Iteration 23Q: 3 clusters Score -9456565 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58520 members 
Mstep: Class 2 contains 34389 members 
Entering Unmasked Estep 
Score: -9456718.000000 Penalty: 3404.358398
	Iteration 24Q: 3 clusters Score -9456718 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59151 members 
Mstep: Class 2 contains 33758 members 
Entering Unmasked Estep 
Score: -9456867.000000 Penalty: 3404.358398
	Iteration 25Q: 3 clusters Score -9456867 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59775 members 
Mstep: Class 2 contains 33134 members 
Entering Unmasked Estep 
Score: -9457032.000000 Penalty: 3404.358398
	Iteration 26Q: 3 clusters Score -9457032 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60476 members 
Mstep: Class 2 contains 32433 members 
Entering Unmasked Estep 
Score: -9457245.000000 Penalty: 3404.358398
	Iteration 27Q: 3 clusters Score -9457245 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61227 members 
Mstep: Class 2 contains 31682 members 
Entering Unmasked Estep 
Score: -9457422.000000 Penalty: 3404.358398
	Iteration 28Q: 3 clusters Score -9457422 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62009 members 
Mstep: Class 2 contains 30900 members 
Entering Unmasked Estep 
Score: -9457729.000000 Penalty: 3404.358398
	Iteration 29Q: 3 clusters Score -9457729 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62866 members 
Mstep: Class 2 contains 30043 members 
Entering Unmasked Estep 
Score: -9458050.000000 Penalty: 3404.358398
	Iteration 30Q: 3 clusters Score -9458050 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63745 members 
Mstep: Class 2 contains 29164 members 
Entering Unmasked Estep 
Score: -9458392.000000 Penalty: 3404.358398
	Iteration 31Q: 3 clusters Score -9458392 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64596 members 
Mstep: Class 2 contains 28313 members 
Entering Unmasked Estep 
Score: -9458724.000000 Penalty: 3404.358398
	Iteration 32Q: 3 clusters Score -9458724 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65501 members 
Mstep: Class 2 contains 27408 members 
Entering Unmasked Estep 
Score: -9459128.000000 Penalty: 3404.358398
	Iteration 33Q: 3 clusters Score -9459128 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66356 members 
Mstep: Class 2 contains 26553 members 
Entering Unmasked Estep 
Score: -9459468.000000 Penalty: 3404.358398
	Iteration 34Q: 3 clusters Score -9459468 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67160 members 
Mstep: Class 2 contains 25749 members 
Entering Unmasked Estep 
Score: -9459782.000000 Penalty: 3404.358398
	Iteration 35Q: 3 clusters Score -9459782 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67858 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -9460080.000000 Penalty: 3404.358398
	Iteration 36Q: 3 clusters Score -9460080 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68508 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
Score: -9460280.000000 Penalty: 3404.358398
	Iteration 37Q: 3 clusters Score -9460280 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69045 members 
Mstep: Class 2 contains 23864 members 
Entering Unmasked Estep 
Score: -9460390.000000 Penalty: 3404.358398
	Iteration 38Q: 3 clusters Score -9460390 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69505 members 
Mstep: Class 2 contains 23404 members 
Entering Unmasked Estep 
Score: -9460487.000000 Penalty: 3404.358398
	Iteration 39Q: 3 clusters Score -9460487 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69865 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -9460572.000000 Penalty: 3404.358398
	Iteration 40F: 3 clusters Score -9460572 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70183 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -9460613.000000 Penalty: 3404.358398
	Iteration 41Q: 3 clusters Score -9460613 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70415 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
Score: -9460645.000000 Penalty: 3404.358398
	Iteration 42Q: 3 clusters Score -9460645 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70603 members 
Mstep: Class 2 contains 22306 members 
Entering Unmasked Estep 
Score: -9460680.000000 Penalty: 3404.358398
	Iteration 43Q: 3 clusters Score -9460680 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70752 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -9460673.000000 Penalty: 3404.358398
	Iteration 44Q: 3 clusters Score -9460673 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70889 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -9460681.000000 Penalty: 3404.358398
	Iteration 45Q: 3 clusters Score -9460681 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70996 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -9460709.000000 Penalty: 3404.358398
	Iteration 46Q: 3 clusters Score -9460709 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71064 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -9460718.000000 Penalty: 3404.358398
	Iteration 47Q: 3 clusters Score -9460718 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71117 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -9460702.000000 Penalty: 3404.358398
	Iteration 48Q: 3 clusters Score -9460702 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71158 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -9460713.000000 Penalty: 3404.358398
	Iteration 49Q: 3 clusters Score -9460713 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71200 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -9460709.000000 Penalty: 3404.358398
	Iteration 50Q: 3 clusters Score -9460709 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71229 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -9460725.000000 Penalty: 3404.358398
	Iteration 51Q: 3 clusters Score -9460725 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71262 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -9460721.000000 Penalty: 3404.358398
	Iteration 52Q: 3 clusters Score -9460721 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71286 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -9460723.000000 Penalty: 3404.358398
	Iteration 53Q: 3 clusters Score -9460723 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71304 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -9460728.000000 Penalty: 3404.358398
	Iteration 54Q: 3 clusters Score -9460728 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71326 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -9460715.000000 Penalty: 3404.358398
	Iteration 55Q: 3 clusters Score -9460715 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71339 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -9460717.000000 Penalty: 3404.358398
	Iteration 56Q: 3 clusters Score -9460717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71350 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -9460710.000000 Penalty: 3404.358398
	Iteration 57Q: 3 clusters Score -9460710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71363 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -9460708.000000 Penalty: 3404.358398
	Iteration 58Q: 3 clusters Score -9460708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71379 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -9460719.000000 Penalty: 3404.358398
	Iteration 59Q: 3 clusters Score -9460719 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71393 members 
Mstep: Class 2 contains 21516 members 
Entering Unmasked Estep 
Score: -9460722.000000 Penalty: 3404.358398
	Iteration 60F: 3 clusters Score -9460722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71399 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -9460718.000000 Penalty: 3404.358398
	Iteration 61Q: 3 clusters Score -9460718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71404 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -9460714.000000 Penalty: 3404.358398
	Iteration 62Q: 3 clusters Score -9460714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71408 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -9460714.000000 Penalty: 3404.358398
	Iteration 63Q: 3 clusters Score -9460714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71409 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -9460720.000000 Penalty: 3404.358398
	Iteration 64Q: 3 clusters Score -9460720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71411 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -9460722.000000 Penalty: 3404.358398
	Iteration 65Q: 3 clusters Score -9460722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71413 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -9460723.000000 Penalty: 3404.358398
	Iteration 66Q: 3 clusters Score -9460723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71413 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -9460723.000000 Penalty: 3404.358398
	Iteration 67F: 3 clusters Score -9460723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 78356 members 
Mstep: Class 3 contains 22624 members 
Mstep: Class 4 contains 18768 members 
Mstep: Class 5 contains 71413 members 
Mstep: Class 6 contains 105557 members 
Mstep: Class 7 contains 90387 members 
Mstep: Class 8 contains 42012 members 
Mstep: Class 9 contains 22182 members 
Mstep: Class 10 contains 26599 members 
Mstep: Class 11 contains 50473 members 
Mstep: Class 12 contains 4724 members 
Mstep: Class 13 contains 60675 members 
Mstep: Class 14 contains 8745 members 
Mstep: Class 15 contains 17875 members 
Mstep: Class 16 contains 50825 members 
Mstep: Class 17 contains 29096 members 
Mstep: Class 18 contains 32406 members 
Mstep: Class 19 contains 16905 members 
Mstep: Class 20 contains 84285 members 
Mstep: Class 21 contains 12763 members 
Mstep: Class 22 contains 21496 members 
Entering Unmasked Estep 
Score: -87790480.000000 Penalty: 44880.855469
Splitting cluster 5 changes total score from -87741048.000000 to -87790480.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 6 (105557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105557 members 
Entering Unmasked Estep 
Score: -10573703.000000 Penalty: 1721.170532
	Iteration 0F: 2 clusters Score -1.05737e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52855 members 
Mstep: Class 2 contains 52702 members 
Entering Unmasked Estep 
Score: -10504043.000000 Penalty: 3442.341064
	Iteration 0F: 3 clusters Score -1.050404e+07 nChanged 50037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53168 members 
Mstep: Class 2 contains 52389 members 
Entering Unmasked Estep 
Score: -10532838.000000 Penalty: 3442.341064
	Iteration 1F: 3 clusters Score -1.053284e+07 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53579 members 
Mstep: Class 2 contains 51978 members 
Entering Unmasked Estep 
Score: -10534026.000000 Penalty: 3442.341064
	Iteration 2Q: 3 clusters Score -1.053403e+07 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54212 members 
Mstep: Class 2 contains 51345 members 
Entering Unmasked Estep 
Score: -10535487.000000 Penalty: 3442.341064
	Iteration 3Q: 3 clusters Score -1.053549e+07 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55327 members 
Mstep: Class 2 contains 50230 members 
Entering Unmasked Estep 
Score: -10537527.000000 Penalty: 3442.341064
	Iteration 4Q: 3 clusters Score -1.053753e+07 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56986 members 
Mstep: Class 2 contains 48571 members 
Entering Unmasked Estep 
Score: -10540310.000000 Penalty: 3442.341064
	Iteration 5F: 3 clusters Score -1.054031e+07 nChanged 6108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59442 members 
Mstep: Class 2 contains 46115 members 
Entering Unmasked Estep 
Score: -10544029.000000 Penalty: 3442.341064
	Iteration 6F: 3 clusters Score -1.054403e+07 nChanged 6582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62490 members 
Mstep: Class 2 contains 43067 members 
Entering Unmasked Estep 
Score: -10548347.000000 Penalty: 3442.341064
	Iteration 7F: 3 clusters Score -1.054835e+07 nChanged 6667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65943 members 
Mstep: Class 2 contains 39614 members 
Entering Unmasked Estep 
Score: -10552610.000000 Penalty: 3442.341064
	Iteration 8F: 3 clusters Score -1.055261e+07 nChanged 6126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69543 members 
Mstep: Class 2 contains 36014 members 
Entering Unmasked Estep 
Score: -10556441.000000 Penalty: 3442.341064
	Iteration 9F: 3 clusters Score -1.055644e+07 nChanged 5253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72922 members 
Mstep: Class 2 contains 32635 members 
Entering Unmasked Estep 
Score: -10559694.000000 Penalty: 3442.341064
	Iteration 10Q: 3 clusters Score -1.055969e+07 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76008 members 
Mstep: Class 2 contains 29549 members 
Entering Unmasked Estep 
Score: -10561909.000000 Penalty: 3442.341064
	Iteration 11Q: 3 clusters Score -1.056191e+07 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78976 members 
Mstep: Class 2 contains 26581 members 
Entering Unmasked Estep 
Score: -10563807.000000 Penalty: 3442.341064
	Iteration 12Q: 3 clusters Score -1.056381e+07 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81866 members 
Mstep: Class 2 contains 23691 members 
Entering Unmasked Estep 
Score: -10565504.000000 Penalty: 3442.341064
	Iteration 13Q: 3 clusters Score -1.05655e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84545 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -10567124.000000 Penalty: 3442.341064
	Iteration 14Q: 3 clusters Score -1.056712e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87098 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -10568778.000000 Penalty: 3442.341064
	Iteration 15Q: 3 clusters Score -1.056878e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89466 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -10570471.000000 Penalty: 3442.341064
	Iteration 16Q: 3 clusters Score -1.057047e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91484 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -10572171.000000 Penalty: 3442.341064
	Iteration 17Q: 3 clusters Score -1.057217e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93165 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -10573713.000000 Penalty: 3442.341064
	Iteration 18Q: 3 clusters Score -1.057371e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94385 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -10574990.000000 Penalty: 3442.341064
	Iteration 19Q: 3 clusters Score -1.057499e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95212 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -10575943.000000 Penalty: 3442.341064
	Iteration 20F: 3 clusters Score -1.057594e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95726 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -10576629.000000 Penalty: 3442.341064
	Iteration 21Q: 3 clusters Score -1.057663e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96023 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -10577155.000000 Penalty: 3442.341064
	Iteration 22Q: 3 clusters Score -1.057716e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96180 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -10577436.000000 Penalty: 3442.341064
	Iteration 23Q: 3 clusters Score -1.057744e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96258 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -10577656.000000 Penalty: 3442.341064
	Iteration 24Q: 3 clusters Score -1.057766e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96272 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -10577823.000000 Penalty: 3442.341064
	Iteration 25Q: 3 clusters Score -1.057782e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96235 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -10577915.000000 Penalty: 3442.341064
	Iteration 26Q: 3 clusters Score -1.057792e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96195 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -10577990.000000 Penalty: 3442.341064
	Iteration 27Q: 3 clusters Score -1.057799e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96178 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -10577996.000000 Penalty: 3442.341064
	Iteration 28Q: 3 clusters Score -1.0578e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96162 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -10577986.000000 Penalty: 3442.341064
	Iteration 29Q: 3 clusters Score -1.057799e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96142 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -10577992.000000 Penalty: 3442.341064
	Iteration 30Q: 3 clusters Score -1.057799e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96122 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -10578019.000000 Penalty: 3442.341064
	Iteration 31Q: 3 clusters Score -1.057802e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96108 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -10578001.000000 Penalty: 3442.341064
	Iteration 32Q: 3 clusters Score -1.0578e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96101 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -10577991.000000 Penalty: 3442.341064
	Iteration 33Q: 3 clusters Score -1.057799e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96085 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -10577994.000000 Penalty: 3442.341064
	Iteration 34Q: 3 clusters Score -1.057799e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96072 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -10577997.000000 Penalty: 3442.341064
	Iteration 35Q: 3 clusters Score -1.0578e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96058 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -10577989.000000 Penalty: 3442.341064
	Iteration 36Q: 3 clusters Score -1.057799e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96053 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -10577994.000000 Penalty: 3442.341064
	Iteration 37Q: 3 clusters Score -1.057799e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96042 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -10578017.000000 Penalty: 3442.341064
	Iteration 38Q: 3 clusters Score -1.057802e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96030 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -10578014.000000 Penalty: 3442.341064
	Iteration 39Q: 3 clusters Score -1.057801e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96016 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -10578035.000000 Penalty: 3442.341064
	Iteration 40F: 3 clusters Score -1.057804e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95994 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -10578017.000000 Penalty: 3442.341064
	Iteration 41Q: 3 clusters Score -1.057802e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95968 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -10578037.000000 Penalty: 3442.341064
	Iteration 42Q: 3 clusters Score -1.057804e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95958 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -10578022.000000 Penalty: 3442.341064
	Iteration 43Q: 3 clusters Score -1.057802e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95952 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -10578028.000000 Penalty: 3442.341064
	Iteration 44Q: 3 clusters Score -1.057803e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95952 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -10578027.000000 Penalty: 3442.341064
	Iteration 45Q: 3 clusters Score -1.057803e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95952 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -10578027.000000 Penalty: 3442.341064
	Iteration 46F: 3 clusters Score -1.057803e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 78356 members 
Mstep: Class 3 contains 22624 members 
Mstep: Class 4 contains 18768 members 
Mstep: Class 5 contains 71413 members 
Mstep: Class 6 contains 95952 members 
Mstep: Class 7 contains 90387 members 
Mstep: Class 8 contains 42012 members 
Mstep: Class 9 contains 22182 members 
Mstep: Class 10 contains 26599 members 
Mstep: Class 11 contains 50473 members 
Mstep: Class 12 contains 4724 members 
Mstep: Class 13 contains 60675 members 
Mstep: Class 14 contains 8745 members 
Mstep: Class 15 contains 17875 members 
Mstep: Class 16 contains 50825 members 
Mstep: Class 17 contains 29096 members 
Mstep: Class 18 contains 32406 members 
Mstep: Class 19 contains 16905 members 
Mstep: Class 20 contains 84285 members 
Mstep: Class 21 contains 12763 members 
Mstep: Class 22 contains 21496 members 
Mstep: Class 23 contains 9605 members 
Entering Unmasked Estep 
Score: -87794208.000000 Penalty: 46920.894531
Splitting cluster 6 changes total score from -87741048.000000 to -87794208.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 7 (90387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90387 members 
Entering Unmasked Estep 
Score: -9147967.000000 Penalty: 1698.084106
	Iteration 0F: 2 clusters Score -9147967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45092 members 
Mstep: Class 2 contains 45295 members 
Entering Unmasked Estep 
Score: -9088576.000000 Penalty: 3396.168213
	Iteration 0F: 3 clusters Score -9088576 nChanged 42808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44024 members 
Mstep: Class 2 contains 46363 members 
Entering Unmasked Estep 
Score: -9113040.000000 Penalty: 3396.168213
	Iteration 1F: 3 clusters Score -9113040 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43130 members 
Mstep: Class 2 contains 47257 members 
Entering Unmasked Estep 
Score: -9113979.000000 Penalty: 3396.168213
	Iteration 2Q: 3 clusters Score -9113979 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41887 members 
Mstep: Class 2 contains 48500 members 
Entering Unmasked Estep 
Score: -9115142.000000 Penalty: 3396.168213
	Iteration 3Q: 3 clusters Score -9115142 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40180 members 
Mstep: Class 2 contains 50207 members 
Entering Unmasked Estep 
Score: -9116495.000000 Penalty: 3396.168213
	Iteration 4Q: 3 clusters Score -9116495 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37900 members 
Mstep: Class 2 contains 52487 members 
Entering Unmasked Estep 
Score: -9118326.000000 Penalty: 3396.168213
	Iteration 5Q: 3 clusters Score -9118326 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34976 members 
Mstep: Class 2 contains 55411 members 
Entering Unmasked Estep 
Score: -9120645.000000 Penalty: 3396.168213
	Iteration 6Q: 3 clusters Score -9120645 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31386 members 
Mstep: Class 2 contains 59001 members 
Entering Unmasked Estep 
Score: -9123531.000000 Penalty: 3396.168213
	Iteration 7F: 3 clusters Score -9123531 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27210 members 
Mstep: Class 2 contains 63177 members 
Entering Unmasked Estep 
Score: -9126818.000000 Penalty: 3396.168213
	Iteration 8F: 3 clusters Score -9126818 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 67688 members 
Entering Unmasked Estep 
Score: -9130423.000000 Penalty: 3396.168213
	Iteration 9F: 3 clusters Score -9130423 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 72246 members 
Entering Unmasked Estep 
Score: -9133931.000000 Penalty: 3396.168213
	Iteration 10F: 3 clusters Score -9133931 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 76432 members 
Entering Unmasked Estep 
Score: -9137206.000000 Penalty: 3396.168213
	Iteration 11Q: 3 clusters Score -9137206 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 79974 members 
Entering Unmasked Estep 
Score: -9139733.000000 Penalty: 3396.168213
	Iteration 12Q: 3 clusters Score -9139733 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 82791 members 
Entering Unmasked Estep 
Score: -9141696.000000 Penalty: 3396.168213
	Iteration 13Q: 3 clusters Score -9141696 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 85026 members 
Entering Unmasked Estep 
Score: -9143269.000000 Penalty: 3396.168213
	Iteration 14Q: 3 clusters Score -9143269 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 86730 members 
Entering Unmasked Estep 
Score: -9144387.000000 Penalty: 3396.168213
	Iteration 15Q: 3 clusters Score -9144387 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 87887 members 
Entering Unmasked Estep 
Score: -9145199.000000 Penalty: 3396.168213
	Iteration 16Q: 3 clusters Score -9145199 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 88660 members 
Entering Unmasked Estep 
Score: -9145711.000000 Penalty: 3396.168213
	Iteration 17Q: 3 clusters Score -9145711 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 89102 members 
Entering Unmasked Estep 
Score: -9146043.000000 Penalty: 3396.168213
	Iteration 18Q: 3 clusters Score -9146043 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 89378 members 
Entering Unmasked Estep 
Score: -9146248.000000 Penalty: 3396.168213
	Iteration 19Q: 3 clusters Score -9146248 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 89538 members 
Entering Unmasked Estep 
Score: -9146361.000000 Penalty: 3396.168213
	Iteration 20F: 3 clusters Score -9146361 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 89658 members 
Entering Unmasked Estep 
Score: -9146455.000000 Penalty: 3396.168213
	Iteration 21Q: 3 clusters Score -9146455 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 89729 members 
Entering Unmasked Estep 
Score: -9146507.000000 Penalty: 3396.168213
	Iteration 22Q: 3 clusters Score -9146507 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 89779 members 
Entering Unmasked Estep 
Score: -9146553.000000 Penalty: 3396.168213
	Iteration 23Q: 3 clusters Score -9146553 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 89805 members 
Entering Unmasked Estep 
Score: -9146586.000000 Penalty: 3396.168213
	Iteration 24Q: 3 clusters Score -9146586 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 89825 members 
Entering Unmasked Estep 
Score: -9146606.000000 Penalty: 3396.168213
	Iteration 25Q: 3 clusters Score -9146606 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 89842 members 
Entering Unmasked Estep 
Score: -9146621.000000 Penalty: 3396.168213
	Iteration 26Q: 3 clusters Score -9146621 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 89846 members 
Entering Unmasked Estep 
Score: -9146650.000000 Penalty: 3396.168213
	Iteration 27Q: 3 clusters Score -9146650 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 89858 members 
Entering Unmasked Estep 
Score: -9146663.000000 Penalty: 3396.168213
	Iteration 28Q: 3 clusters Score -9146663 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 89865 members 
Entering Unmasked Estep 
Score: -9146681.000000 Penalty: 3396.168213
	Iteration 29Q: 3 clusters Score -9146681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 89868 members 
Entering Unmasked Estep 
Score: -9146692.000000 Penalty: 3396.168213
	Iteration 30Q: 3 clusters Score -9146692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 89872 members 
Entering Unmasked Estep 
Score: -9146690.000000 Penalty: 3396.168213
	Iteration 31Q: 3 clusters Score -9146690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 89878 members 
Entering Unmasked Estep 
Score: -9146690.000000 Penalty: 3396.168213
	Iteration 32Q: 3 clusters Score -9146690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 89881 members 
Entering Unmasked Estep 
Score: -9146696.000000 Penalty: 3396.168213
	Iteration 33Q: 3 clusters Score -9146696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 89885 members 
Entering Unmasked Estep 
Score: -9146696.000000 Penalty: 3396.168213
	Iteration 34Q: 3 clusters Score -9146696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 89885 members 
Entering Unmasked Estep 
Score: -9146701.000000 Penalty: 3396.168213
	Iteration 35Q: 3 clusters Score -9146701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 89884 members 
Entering Unmasked Estep 
Score: -9146697.000000 Penalty: 3396.168213
	Iteration 36Q: 3 clusters Score -9146697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 89884 members 
Entering Unmasked Estep 
Score: -9146697.000000 Penalty: 3396.168213
	Iteration 37F: 3 clusters Score -9146697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (42012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42012 members 
Entering Unmasked Estep 
Score: -4103963.750000 Penalty: 1584.081787
	Iteration 0F: 2 clusters Score -4103964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -4076695.500000 Penalty: 3168.163574
	Iteration 0F: 3 clusters Score -4076696 nChanged 19194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -4087758.750000 Penalty: 3168.163574
	Iteration 1F: 3 clusters Score -4087759 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -4088920.250000 Penalty: 3168.163574
	Iteration 2F: 3 clusters Score -4088920 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -4090598.500000 Penalty: 3168.163574
	Iteration 3F: 3 clusters Score -4090598 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23966 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -4092516.750000 Penalty: 3168.163574
	Iteration 4F: 3 clusters Score -4092517 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -4094478.000000 Penalty: 3168.163574
	Iteration 5F: 3 clusters Score -4094478 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26391 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -4096286.000000 Penalty: 3168.163574
	Iteration 6F: 3 clusters Score -4096286 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -4097788.500000 Penalty: 3168.163574
	Iteration 7F: 3 clusters Score -4097788 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28318 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -4098944.000000 Penalty: 3168.163574
	Iteration 8Q: 3 clusters Score -4098944 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29054 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -4099836.000000 Penalty: 3168.163574
	Iteration 9Q: 3 clusters Score -4099836 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29602 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -4100475.250000 Penalty: 3168.163574
	Iteration 10Q: 3 clusters Score -4100475 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30062 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -4100904.000000 Penalty: 3168.163574
	Iteration 11Q: 3 clusters Score -4100904 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30442 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -4101213.500000 Penalty: 3168.163574
	Iteration 12Q: 3 clusters Score -4101214 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30784 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -4101449.000000 Penalty: 3168.163574
	Iteration 13Q: 3 clusters Score -4101449 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31109 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -4101600.000000 Penalty: 3168.163574
	Iteration 14Q: 3 clusters Score -4101600 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31403 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -4101738.250000 Penalty: 3168.163574
	Iteration 15Q: 3 clusters Score -4101738 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31660 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -4101820.250000 Penalty: 3168.163574
	Iteration 16Q: 3 clusters Score -4101820 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31878 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -4101930.000000 Penalty: 3168.163574
	Iteration 17Q: 3 clusters Score -4101930 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32079 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -4101999.000000 Penalty: 3168.163574
	Iteration 18Q: 3 clusters Score -4101999 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32257 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -4102069.250000 Penalty: 3168.163574
	Iteration 19Q: 3 clusters Score -4102069 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32410 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -4102098.250000 Penalty: 3168.163574
	Iteration 20F: 3 clusters Score -4102098 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -4102155.750000 Penalty: 3168.163574
	Iteration 21Q: 3 clusters Score -4102156 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32738 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -4102190.500000 Penalty: 3168.163574
	Iteration 22Q: 3 clusters Score -4102190 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32876 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -4102202.750000 Penalty: 3168.163574
	Iteration 23Q: 3 clusters Score -4102203 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33011 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -4102221.250000 Penalty: 3168.163574
	Iteration 24Q: 3 clusters Score -4102221 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33141 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -4102251.500000 Penalty: 3168.163574
	Iteration 25Q: 3 clusters Score -4102252 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33282 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -4102280.000000 Penalty: 3168.163574
	Iteration 26Q: 3 clusters Score -4102280 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33435 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -4102320.750000 Penalty: 3168.163574
	Iteration 27Q: 3 clusters Score -4102321 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33589 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -4102339.000000 Penalty: 3168.163574
	Iteration 28Q: 3 clusters Score -4102339 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33735 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -4102360.750000 Penalty: 3168.163574
	Iteration 29Q: 3 clusters Score -4102361 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33870 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -4102386.500000 Penalty: 3168.163574
	Iteration 30Q: 3 clusters Score -4102386 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34025 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -4102435.000000 Penalty: 3168.163574
	Iteration 31Q: 3 clusters Score -4102435 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34171 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -4102470.000000 Penalty: 3168.163574
	Iteration 32Q: 3 clusters Score -4102470 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34321 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -4102488.250000 Penalty: 3168.163574
	Iteration 33Q: 3 clusters Score -4102488 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34447 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -4102529.000000 Penalty: 3168.163574
	Iteration 34Q: 3 clusters Score -4102529 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34571 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -4102559.500000 Penalty: 3168.163574
	Iteration 35Q: 3 clusters Score -4102560 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34705 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -4102574.000000 Penalty: 3168.163574
	Iteration 36Q: 3 clusters Score -4102574 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34829 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -4102613.250000 Penalty: 3168.163574
	Iteration 37Q: 3 clusters Score -4102613 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34955 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -4102630.250000 Penalty: 3168.163574
	Iteration 38Q: 3 clusters Score -4102630 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35094 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -4102667.000000 Penalty: 3168.163574
	Iteration 39Q: 3 clusters Score -4102667 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35212 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -4102682.000000 Penalty: 3168.163574
	Iteration 40F: 3 clusters Score -4102682 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35344 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -4102712.500000 Penalty: 3168.163574
	Iteration 41Q: 3 clusters Score -4102712 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35471 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -4102748.000000 Penalty: 3168.163574
	Iteration 42Q: 3 clusters Score -4102748 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35616 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -4102769.000000 Penalty: 3168.163574
	Iteration 43Q: 3 clusters Score -4102769 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35784 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -4102827.000000 Penalty: 3168.163574
	Iteration 44Q: 3 clusters Score -4102827 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35953 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -4102874.500000 Penalty: 3168.163574
	Iteration 45Q: 3 clusters Score -4102874 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36130 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -4102920.000000 Penalty: 3168.163574
	Iteration 46Q: 3 clusters Score -4102920 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36289 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -4102969.500000 Penalty: 3168.163574
	Iteration 47Q: 3 clusters Score -4102970 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36455 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -4103001.750000 Penalty: 3168.163574
	Iteration 48Q: 3 clusters Score -4103002 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36624 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -4103045.250000 Penalty: 3168.163574
	Iteration 49Q: 3 clusters Score -4103045 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36769 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -4103089.750000 Penalty: 3168.163574
	Iteration 50Q: 3 clusters Score -4103090 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36896 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -4103119.250000 Penalty: 3168.163574
	Iteration 51Q: 3 clusters Score -4103119 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37029 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -4103147.000000 Penalty: 3168.163574
	Iteration 52Q: 3 clusters Score -4103147 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37148 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -4103193.250000 Penalty: 3168.163574
	Iteration 53Q: 3 clusters Score -4103193 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37250 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -4103209.250000 Penalty: 3168.163574
	Iteration 54Q: 3 clusters Score -4103209 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37373 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -4103253.750000 Penalty: 3168.163574
	Iteration 55Q: 3 clusters Score -4103254 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37472 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -4103258.000000 Penalty: 3168.163574
	Iteration 56Q: 3 clusters Score -4103258 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37579 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -4103293.750000 Penalty: 3168.163574
	Iteration 57Q: 3 clusters Score -4103294 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37705 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -4103321.000000 Penalty: 3168.163574
	Iteration 58Q: 3 clusters Score -4103321 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37824 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -4103368.750000 Penalty: 3168.163574
	Iteration 59Q: 3 clusters Score -4103369 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37938 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -4103382.750000 Penalty: 3168.163574
	Iteration 60F: 3 clusters Score -4103383 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38065 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -4103427.250000 Penalty: 3168.163574
	Iteration 61Q: 3 clusters Score -4103427 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38177 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -4103454.500000 Penalty: 3168.163574
	Iteration 62Q: 3 clusters Score -4103454 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38273 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -4103479.250000 Penalty: 3168.163574
	Iteration 63Q: 3 clusters Score -4103479 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38355 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -4103490.000000 Penalty: 3168.163574
	Iteration 64Q: 3 clusters Score -4103490 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38431 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -4103511.000000 Penalty: 3168.163574
	Iteration 65Q: 3 clusters Score -4103511 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38507 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -4103519.500000 Penalty: 3168.163574
	Iteration 66Q: 3 clusters Score -4103520 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38571 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -4103538.500000 Penalty: 3168.163574
	Iteration 67Q: 3 clusters Score -4103538 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38626 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -4103547.000000 Penalty: 3168.163574
	Iteration 68Q: 3 clusters Score -4103547 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38679 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -4103555.750000 Penalty: 3168.163574
	Iteration 69Q: 3 clusters Score -4103556 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38731 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -4103568.000000 Penalty: 3168.163574
	Iteration 70Q: 3 clusters Score -4103568 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38776 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -4103581.000000 Penalty: 3168.163574
	Iteration 71Q: 3 clusters Score -4103581 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38812 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -4103586.500000 Penalty: 3168.163574
	Iteration 72Q: 3 clusters Score -4103586 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38854 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -4103600.500000 Penalty: 3168.163574
	Iteration 73Q: 3 clusters Score -4103600 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38894 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -4103612.250000 Penalty: 3168.163574
	Iteration 74Q: 3 clusters Score -4103612 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38927 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -4103626.750000 Penalty: 3168.163574
	Iteration 75Q: 3 clusters Score -4103627 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38956 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -4103624.750000 Penalty: 3168.163574
	Iteration 76Q: 3 clusters Score -4103625 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38975 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -4103626.250000 Penalty: 3168.163574
	Iteration 77Q: 3 clusters Score -4103626 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38991 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -4103631.750000 Penalty: 3168.163574
	Iteration 78Q: 3 clusters Score -4103632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39006 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -4103636.250000 Penalty: 3168.163574
	Iteration 79Q: 3 clusters Score -4103636 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39019 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -4103629.000000 Penalty: 3168.163574
	Iteration 80F: 3 clusters Score -4103629 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39034 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -4103629.500000 Penalty: 3168.163574
	Iteration 81Q: 3 clusters Score -4103630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39048 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -4103633.000000 Penalty: 3168.163574
	Iteration 82Q: 3 clusters Score -4103633 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39061 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -4103631.500000 Penalty: 3168.163574
	Iteration 83Q: 3 clusters Score -4103632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39076 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -4103639.250000 Penalty: 3168.163574
	Iteration 84Q: 3 clusters Score -4103639 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39086 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -4103645.750000 Penalty: 3168.163574
	Iteration 85Q: 3 clusters Score -4103646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39093 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -4103651.000000 Penalty: 3168.163574
	Iteration 86Q: 3 clusters Score -4103651 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39103 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -4103646.750000 Penalty: 3168.163574
	Iteration 87Q: 3 clusters Score -4103647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39110 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -4103643.250000 Penalty: 3168.163574
	Iteration 88Q: 3 clusters Score -4103643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39116 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -4103644.500000 Penalty: 3168.163574
	Iteration 89Q: 3 clusters Score -4103644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39122 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -4103651.250000 Penalty: 3168.163574
	Iteration 90Q: 3 clusters Score -4103651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39126 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -4103648.750000 Penalty: 3168.163574
	Iteration 91Q: 3 clusters Score -4103649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39127 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -4103647.500000 Penalty: 3168.163574
	Iteration 92Q: 3 clusters Score -4103648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39129 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -4103649.500000 Penalty: 3168.163574
	Iteration 93Q: 3 clusters Score -4103650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39131 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -4103651.250000 Penalty: 3168.163574
	Iteration 94Q: 3 clusters Score -4103651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39134 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -4103649.500000 Penalty: 3168.163574
	Iteration 95Q: 3 clusters Score -4103650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39135 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -4103654.000000 Penalty: 3168.163574
	Iteration 96Q: 3 clusters Score -4103654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39138 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -4103654.250000 Penalty: 3168.163574
	Iteration 97Q: 3 clusters Score -4103654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39140 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -4103656.000000 Penalty: 3168.163574
	Iteration 98Q: 3 clusters Score -4103656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39143 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -4103650.750000 Penalty: 3168.163574
	Iteration 99Q: 3 clusters Score -4103651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39146 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -4103656.000000 Penalty: 3168.163574
	Iteration 100F: 3 clusters Score -4103656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39149 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -4103657.750000 Penalty: 3168.163574
	Iteration 101Q: 3 clusters Score -4103658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39150 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -4103658.750000 Penalty: 3168.163574
	Iteration 102Q: 3 clusters Score -4103659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39151 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -4103659.500000 Penalty: 3168.163574
	Iteration 103Q: 3 clusters Score -4103660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39152 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -4103659.500000 Penalty: 3168.163574
	Iteration 104Q: 3 clusters Score -4103660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39154 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -4103658.750000 Penalty: 3168.163574
	Iteration 105Q: 3 clusters Score -4103659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39154 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -4103658.750000 Penalty: 3168.163574
	Iteration 106F: 3 clusters Score -4103659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (22182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22182 members 
Entering Unmasked Estep 
Score: -2223404.500000 Penalty: 1489.046997
	Iteration 0F: 2 clusters Score -2223404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -2208954.500000 Penalty: 2978.093994
	Iteration 0F: 3 clusters Score -2208954 nChanged 9738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -2214276.750000 Penalty: 2978.093994
	Iteration 1F: 3 clusters Score -2214277 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -2214821.750000 Penalty: 2978.093994
	Iteration 2F: 3 clusters Score -2214822 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -2215388.000000 Penalty: 2978.093994
	Iteration 3F: 3 clusters Score -2215388 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -2215985.000000 Penalty: 2978.093994
	Iteration 4F: 3 clusters Score -2215985 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -2216633.000000 Penalty: 2978.093994
	Iteration 5F: 3 clusters Score -2216633 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -2217383.750000 Penalty: 2978.093994
	Iteration 6F: 3 clusters Score -2217384 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -2218220.750000 Penalty: 2978.093994
	Iteration 7F: 3 clusters Score -2218221 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -2219117.500000 Penalty: 2978.093994
	Iteration 8F: 3 clusters Score -2219118 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -2219992.750000 Penalty: 2978.093994
	Iteration 9F: 3 clusters Score -2219993 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -2220641.250000 Penalty: 2978.093994
	Iteration 10Q: 3 clusters Score -2220641 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -2220942.500000 Penalty: 2978.093994
	Iteration 11Q: 3 clusters Score -2220942 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -2221114.250000 Penalty: 2978.093994
	Iteration 12Q: 3 clusters Score -2221114 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -2221224.750000 Penalty: 2978.093994
	Iteration 13Q: 3 clusters Score -2221225 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -2221297.250000 Penalty: 2978.093994
	Iteration 14Q: 3 clusters Score -2221297 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -2221360.000000 Penalty: 2978.093994
	Iteration 15Q: 3 clusters Score -2221360 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -2221400.500000 Penalty: 2978.093994
	Iteration 16Q: 3 clusters Score -2221400 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -2221459.250000 Penalty: 2978.093994
	Iteration 17Q: 3 clusters Score -2221459 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -2221492.750000 Penalty: 2978.093994
	Iteration 18Q: 3 clusters Score -2221493 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -2221517.500000 Penalty: 2978.093994
	Iteration 19Q: 3 clusters Score -2221518 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -2221539.000000 Penalty: 2978.093994
	Iteration 20F: 3 clusters Score -2221539 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -2221559.500000 Penalty: 2978.093994
	Iteration 21Q: 3 clusters Score -2221560 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -2221572.750000 Penalty: 2978.093994
	Iteration 22Q: 3 clusters Score -2221573 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -2221580.500000 Penalty: 2978.093994
	Iteration 23Q: 3 clusters Score -2221580 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -2221598.500000 Penalty: 2978.093994
	Iteration 24Q: 3 clusters Score -2221598 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -2221606.250000 Penalty: 2978.093994
	Iteration 25Q: 3 clusters Score -2221606 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -2221619.500000 Penalty: 2978.093994
	Iteration 26Q: 3 clusters Score -2221620 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -2221626.500000 Penalty: 2978.093994
	Iteration 27Q: 3 clusters Score -2221626 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -2221630.250000 Penalty: 2978.093994
	Iteration 28Q: 3 clusters Score -2221630 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -2221641.750000 Penalty: 2978.093994
	Iteration 29Q: 3 clusters Score -2221642 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -2221648.250000 Penalty: 2978.093994
	Iteration 30Q: 3 clusters Score -2221648 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -2221657.250000 Penalty: 2978.093994
	Iteration 31Q: 3 clusters Score -2221657 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -2221662.500000 Penalty: 2978.093994
	Iteration 32Q: 3 clusters Score -2221662 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -2221659.750000 Penalty: 2978.093994
	Iteration 33Q: 3 clusters Score -2221660 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -2221660.500000 Penalty: 2978.093994
	Iteration 34Q: 3 clusters Score -2221660 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -2221661.000000 Penalty: 2978.093994
	Iteration 35Q: 3 clusters Score -2221661 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -2221668.250000 Penalty: 2978.093994
	Iteration 36Q: 3 clusters Score -2221668 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -2221675.750000 Penalty: 2978.093994
	Iteration 37Q: 3 clusters Score -2221676 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -2221670.250000 Penalty: 2978.093994
	Iteration 38Q: 3 clusters Score -2221670 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -2221677.500000 Penalty: 2978.093994
	Iteration 39Q: 3 clusters Score -2221678 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -2221681.250000 Penalty: 2978.093994
	Iteration 40F: 3 clusters Score -2221681 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -2221683.250000 Penalty: 2978.093994
	Iteration 41Q: 3 clusters Score -2221683 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -2221695.750000 Penalty: 2978.093994
	Iteration 42Q: 3 clusters Score -2221696 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -2221708.000000 Penalty: 2978.093994
	Iteration 43Q: 3 clusters Score -2221708 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -2221708.500000 Penalty: 2978.093994
	Iteration 44Q: 3 clusters Score -2221708 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -2221710.750000 Penalty: 2978.093994
	Iteration 45Q: 3 clusters Score -2221711 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -2221716.500000 Penalty: 2978.093994
	Iteration 46Q: 3 clusters Score -2221716 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -2221728.000000 Penalty: 2978.093994
	Iteration 47Q: 3 clusters Score -2221728 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -2221724.750000 Penalty: 2978.093994
	Iteration 48Q: 3 clusters Score -2221725 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -2221731.750000 Penalty: 2978.093994
	Iteration 49Q: 3 clusters Score -2221732 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -2221739.750000 Penalty: 2978.093994
	Iteration 50Q: 3 clusters Score -2221740 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -2221747.500000 Penalty: 2978.093994
	Iteration 51Q: 3 clusters Score -2221748 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -2221753.000000 Penalty: 2978.093994
	Iteration 52Q: 3 clusters Score -2221753 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -2221766.750000 Penalty: 2978.093994
	Iteration 53Q: 3 clusters Score -2221767 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -2221771.750000 Penalty: 2978.093994
	Iteration 54Q: 3 clusters Score -2221772 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -2221778.500000 Penalty: 2978.093994
	Iteration 55Q: 3 clusters Score -2221778 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -2221784.250000 Penalty: 2978.093994
	Iteration 56Q: 3 clusters Score -2221784 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -2221801.000000 Penalty: 2978.093994
	Iteration 57Q: 3 clusters Score -2221801 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -2221817.750000 Penalty: 2978.093994
	Iteration 58Q: 3 clusters Score -2221818 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -2221828.750000 Penalty: 2978.093994
	Iteration 59Q: 3 clusters Score -2221829 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -2221841.500000 Penalty: 2978.093994
	Iteration 60F: 3 clusters Score -2221842 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -2221851.250000 Penalty: 2978.093994
	Iteration 61Q: 3 clusters Score -2221851 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -2221862.250000 Penalty: 2978.093994
	Iteration 62Q: 3 clusters Score -2221862 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -2221872.500000 Penalty: 2978.093994
	Iteration 63Q: 3 clusters Score -2221872 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -2221879.000000 Penalty: 2978.093994
	Iteration 64Q: 3 clusters Score -2221879 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -2221881.250000 Penalty: 2978.093994
	Iteration 65Q: 3 clusters Score -2221881 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -2221893.000000 Penalty: 2978.093994
	Iteration 66Q: 3 clusters Score -2221893 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -2221893.000000 Penalty: 2978.093994
	Iteration 67Q: 3 clusters Score -2221893 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -2221898.250000 Penalty: 2978.093994
	Iteration 68Q: 3 clusters Score -2221898 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -2221902.250000 Penalty: 2978.093994
	Iteration 69Q: 3 clusters Score -2221902 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -2221906.250000 Penalty: 2978.093994
	Iteration 70Q: 3 clusters Score -2221906 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -2221908.750000 Penalty: 2978.093994
	Iteration 71Q: 3 clusters Score -2221909 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -2221913.500000 Penalty: 2978.093994
	Iteration 72Q: 3 clusters Score -2221914 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -2221919.750000 Penalty: 2978.093994
	Iteration 73Q: 3 clusters Score -2221920 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -2221927.500000 Penalty: 2978.093994
	Iteration 74Q: 3 clusters Score -2221928 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -2221930.000000 Penalty: 2978.093994
	Iteration 75Q: 3 clusters Score -2221930 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -2221938.750000 Penalty: 2978.093994
	Iteration 76Q: 3 clusters Score -2221939 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -2221943.750000 Penalty: 2978.093994
	Iteration 77Q: 3 clusters Score -2221944 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -2221946.250000 Penalty: 2978.093994
	Iteration 78Q: 3 clusters Score -2221946 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -2221950.000000 Penalty: 2978.093994
	Iteration 79Q: 3 clusters Score -2221950 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -2221953.500000 Penalty: 2978.093994
	Iteration 80F: 3 clusters Score -2221954 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -2221958.250000 Penalty: 2978.093994
	Iteration 81Q: 3 clusters Score -2221958 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -2221965.000000 Penalty: 2978.093994
	Iteration 82Q: 3 clusters Score -2221965 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -2221967.750000 Penalty: 2978.093994
	Iteration 83Q: 3 clusters Score -2221968 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -2221973.500000 Penalty: 2978.093994
	Iteration 84Q: 3 clusters Score -2221974 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -2221982.250000 Penalty: 2978.093994
	Iteration 85Q: 3 clusters Score -2221982 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -2221983.250000 Penalty: 2978.093994
	Iteration 86Q: 3 clusters Score -2221983 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -2221988.250000 Penalty: 2978.093994
	Iteration 87Q: 3 clusters Score -2221988 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -2221989.750000 Penalty: 2978.093994
	Iteration 88Q: 3 clusters Score -2221990 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -2221994.000000 Penalty: 2978.093994
	Iteration 89Q: 3 clusters Score -2221994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -2221992.750000 Penalty: 2978.093994
	Iteration 90Q: 3 clusters Score -2221993 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -2221994.750000 Penalty: 2978.093994
	Iteration 91Q: 3 clusters Score -2221995 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -2222002.000000 Penalty: 2978.093994
	Iteration 92Q: 3 clusters Score -2222002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -2222004.250000 Penalty: 2978.093994
	Iteration 93Q: 3 clusters Score -2222004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -2222002.500000 Penalty: 2978.093994
	Iteration 94Q: 3 clusters Score -2222002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -2222006.750000 Penalty: 2978.093994
	Iteration 95Q: 3 clusters Score -2222007 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -2222007.750000 Penalty: 2978.093994
	Iteration 96Q: 3 clusters Score -2222008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -2222008.250000 Penalty: 2978.093994
	Iteration 97Q: 3 clusters Score -2222008 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -2222009.000000 Penalty: 2978.093994
	Iteration 98Q: 3 clusters Score -2222009 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -2222013.250000 Penalty: 2978.093994
	Iteration 99Q: 3 clusters Score -2222013 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -2222014.500000 Penalty: 2978.093994
	Iteration 100F: 3 clusters Score -2222014 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -2222016.500000 Penalty: 2978.093994
	Iteration 101Q: 3 clusters Score -2222016 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -2222011.750000 Penalty: 2978.093994
	Iteration 102Q: 3 clusters Score -2222012 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -2222015.500000 Penalty: 2978.093994
	Iteration 103Q: 3 clusters Score -2222016 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -2222031.750000 Penalty: 2978.093994
	Iteration 104Q: 3 clusters Score -2222032 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -2222030.750000 Penalty: 2978.093994
	Iteration 105Q: 3 clusters Score -2222031 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -2222035.500000 Penalty: 2978.093994
	Iteration 106Q: 3 clusters Score -2222036 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -2222040.000000 Penalty: 2978.093994
	Iteration 107Q: 3 clusters Score -2222040 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -2222049.000000 Penalty: 2978.093994
	Iteration 108Q: 3 clusters Score -2222049 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -2222049.250000 Penalty: 2978.093994
	Iteration 109Q: 3 clusters Score -2222049 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -2222049.500000 Penalty: 2978.093994
	Iteration 110Q: 3 clusters Score -2222050 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -2222050.750000 Penalty: 2978.093994
	Iteration 111Q: 3 clusters Score -2222051 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -2222047.000000 Penalty: 2978.093994
	Iteration 112Q: 3 clusters Score -2222047 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -2222052.500000 Penalty: 2978.093994
	Iteration 113Q: 3 clusters Score -2222052 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -2222058.000000 Penalty: 2978.093994
	Iteration 114Q: 3 clusters Score -2222058 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -2222056.250000 Penalty: 2978.093994
	Iteration 115Q: 3 clusters Score -2222056 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -2222060.750000 Penalty: 2978.093994
	Iteration 116Q: 3 clusters Score -2222061 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -2222067.500000 Penalty: 2978.093994
	Iteration 117Q: 3 clusters Score -2222068 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -2222075.000000 Penalty: 2978.093994
	Iteration 118Q: 3 clusters Score -2222075 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -2222077.500000 Penalty: 2978.093994
	Iteration 119Q: 3 clusters Score -2222078 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -2222075.500000 Penalty: 2978.093994
	Iteration 120F: 3 clusters Score -2222076 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -2222090.250000 Penalty: 2978.093994
	Iteration 121Q: 3 clusters Score -2222090 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -2222093.500000 Penalty: 2978.093994
	Iteration 122Q: 3 clusters Score -2222094 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -2222099.500000 Penalty: 2978.093994
	Iteration 123Q: 3 clusters Score -2222100 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -2222101.750000 Penalty: 2978.093994
	Iteration 124Q: 3 clusters Score -2222102 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -2222103.750000 Penalty: 2978.093994
	Iteration 125Q: 3 clusters Score -2222104 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -2222102.250000 Penalty: 2978.093994
	Iteration 126Q: 3 clusters Score -2222102 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -2222108.250000 Penalty: 2978.093994
	Iteration 127Q: 3 clusters Score -2222108 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -2222119.000000 Penalty: 2978.093994
	Iteration 128Q: 3 clusters Score -2222119 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -2222121.000000 Penalty: 2978.093994
	Iteration 129Q: 3 clusters Score -2222121 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -2222117.750000 Penalty: 2978.093994
	Iteration 130Q: 3 clusters Score -2222118 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -2222117.250000 Penalty: 2978.093994
	Iteration 131Q: 3 clusters Score -2222117 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -2222133.000000 Penalty: 2978.093994
	Iteration 132Q: 3 clusters Score -2222133 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -2222131.250000 Penalty: 2978.093994
	Iteration 133Q: 3 clusters Score -2222131 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -2222128.500000 Penalty: 2978.093994
	Iteration 134Q: 3 clusters Score -2222128 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18875 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -2222137.500000 Penalty: 2978.093994
	Iteration 135Q: 3 clusters Score -2222138 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -2222140.000000 Penalty: 2978.093994
	Iteration 136Q: 3 clusters Score -2222140 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -2222144.750000 Penalty: 2978.093994
	Iteration 137Q: 3 clusters Score -2222145 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -2222148.750000 Penalty: 2978.093994
	Iteration 138Q: 3 clusters Score -2222149 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -2222152.500000 Penalty: 2978.093994
	Iteration 139Q: 3 clusters Score -2222152 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -2222156.250000 Penalty: 2978.093994
	Iteration 140F: 3 clusters Score -2222156 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -2222163.000000 Penalty: 2978.093994
	Iteration 141Q: 3 clusters Score -2222163 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -2222163.500000 Penalty: 2978.093994
	Iteration 142Q: 3 clusters Score -2222164 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -2222165.750000 Penalty: 2978.093994
	Iteration 143Q: 3 clusters Score -2222166 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -2222173.250000 Penalty: 2978.093994
	Iteration 144Q: 3 clusters Score -2222173 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -2222173.250000 Penalty: 2978.093994
	Iteration 145Q: 3 clusters Score -2222173 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -2222178.750000 Penalty: 2978.093994
	Iteration 146Q: 3 clusters Score -2222179 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -2222187.000000 Penalty: 2978.093994
	Iteration 147Q: 3 clusters Score -2222187 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -2222187.750000 Penalty: 2978.093994
	Iteration 148Q: 3 clusters Score -2222188 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -2222191.750000 Penalty: 2978.093994
	Iteration 149Q: 3 clusters Score -2222192 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -2222193.250000 Penalty: 2978.093994
	Iteration 150Q: 3 clusters Score -2222193 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -2222203.250000 Penalty: 2978.093994
	Iteration 151Q: 3 clusters Score -2222203 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -2222207.750000 Penalty: 2978.093994
	Iteration 152Q: 3 clusters Score -2222208 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -2222207.500000 Penalty: 2978.093994
	Iteration 153Q: 3 clusters Score -2222208 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -2222205.500000 Penalty: 2978.093994
	Iteration 154Q: 3 clusters Score -2222206 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -2222210.750000 Penalty: 2978.093994
	Iteration 155Q: 3 clusters Score -2222211 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -2222219.750000 Penalty: 2978.093994
	Iteration 156Q: 3 clusters Score -2222220 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -2222233.250000 Penalty: 2978.093994
	Iteration 157Q: 3 clusters Score -2222233 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -2222241.250000 Penalty: 2978.093994
	Iteration 158Q: 3 clusters Score -2222241 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -2222245.500000 Penalty: 2978.093994
	Iteration 159Q: 3 clusters Score -2222246 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -2222251.250000 Penalty: 2978.093994
	Iteration 160F: 3 clusters Score -2222251 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -2222256.250000 Penalty: 2978.093994
	Iteration 161Q: 3 clusters Score -2222256 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -2222265.000000 Penalty: 2978.093994
	Iteration 162Q: 3 clusters Score -2222265 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -2222270.750000 Penalty: 2978.093994
	Iteration 163Q: 3 clusters Score -2222271 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -2222278.250000 Penalty: 2978.093994
	Iteration 164Q: 3 clusters Score -2222278 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -2222289.750000 Penalty: 2978.093994
	Iteration 165Q: 3 clusters Score -2222290 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -2222303.750000 Penalty: 2978.093994
	Iteration 166Q: 3 clusters Score -2222304 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -2222310.500000 Penalty: 2978.093994
	Iteration 167Q: 3 clusters Score -2222310 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -2222324.000000 Penalty: 2978.093994
	Iteration 168Q: 3 clusters Score -2222324 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -2222335.000000 Penalty: 2978.093994
	Iteration 169Q: 3 clusters Score -2222335 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -2222346.000000 Penalty: 2978.093994
	Iteration 170Q: 3 clusters Score -2222346 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -2222356.000000 Penalty: 2978.093994
	Iteration 171Q: 3 clusters Score -2222356 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -2222372.750000 Penalty: 2978.093994
	Iteration 172Q: 3 clusters Score -2222373 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -2222377.750000 Penalty: 2978.093994
	Iteration 173Q: 3 clusters Score -2222378 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -2222393.500000 Penalty: 2978.093994
	Iteration 174Q: 3 clusters Score -2222394 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2222399.750000 Penalty: 2978.093994
	Iteration 175Q: 3 clusters Score -2222400 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2222411.250000 Penalty: 2978.093994
	Iteration 176Q: 3 clusters Score -2222411 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -2222417.750000 Penalty: 2978.093994
	Iteration 177Q: 3 clusters Score -2222418 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2222435.000000 Penalty: 2978.093994
	Iteration 178Q: 3 clusters Score -2222435 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2222446.750000 Penalty: 2978.093994
	Iteration 179Q: 3 clusters Score -2222447 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2222453.750000 Penalty: 2978.093994
	Iteration 180F: 3 clusters Score -2222454 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2222470.500000 Penalty: 2978.093994
	Iteration 181Q: 3 clusters Score -2222470 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2222483.250000 Penalty: 2978.093994
	Iteration 182Q: 3 clusters Score -2222483 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2222499.000000 Penalty: 2978.093994
	Iteration 183Q: 3 clusters Score -2222499 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2222504.000000 Penalty: 2978.093994
	Iteration 184Q: 3 clusters Score -2222504 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2222522.500000 Penalty: 2978.093994
	Iteration 185Q: 3 clusters Score -2222522 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2222529.750000 Penalty: 2978.093994
	Iteration 186Q: 3 clusters Score -2222530 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2222553.750000 Penalty: 2978.093994
	Iteration 187Q: 3 clusters Score -2222554 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2222573.000000 Penalty: 2978.093994
	Iteration 188Q: 3 clusters Score -2222573 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2222599.250000 Penalty: 2978.093994
	Iteration 189Q: 3 clusters Score -2222599 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2222606.250000 Penalty: 2978.093994
	Iteration 190Q: 3 clusters Score -2222606 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2222619.750000 Penalty: 2978.093994
	Iteration 191Q: 3 clusters Score -2222620 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2222631.250000 Penalty: 2978.093994
	Iteration 192Q: 3 clusters Score -2222631 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2222631.000000 Penalty: 2978.093994
	Iteration 193Q: 3 clusters Score -2222631 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2222634.250000 Penalty: 2978.093994
	Iteration 194Q: 3 clusters Score -2222634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2222637.750000 Penalty: 2978.093994
	Iteration 195Q: 3 clusters Score -2222638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2222637.250000 Penalty: 2978.093994
	Iteration 196Q: 3 clusters Score -2222637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2222639.250000 Penalty: 2978.093994
	Iteration 197Q: 3 clusters Score -2222639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2222641.750000 Penalty: 2978.093994
	Iteration 198Q: 3 clusters Score -2222642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2222640.750000 Penalty: 2978.093994
	Iteration 199Q: 3 clusters Score -2222641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2222642.000000 Penalty: 2978.093994
	Iteration 200F: 3 clusters Score -2222642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2222643.750000 Penalty: 2978.093994
	Iteration 201Q: 3 clusters Score -2222644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2222643.000000 Penalty: 2978.093994
	Iteration 202Q: 3 clusters Score -2222643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -2222642.250000 Penalty: 2978.093994
	Iteration 203Q: 3 clusters Score -2222642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -2222642.250000 Penalty: 2978.093994
	Iteration 204F: 3 clusters Score -2222642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (26599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Entering Unmasked Estep 
Score: -2543365.750000 Penalty: 1516.067993
	Iteration 0F: 2 clusters Score -2543366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -2525990.750000 Penalty: 3032.135986
	Iteration 0F: 3 clusters Score -2525991 nChanged 11987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -2533271.000000 Penalty: 3032.135986
	Iteration 1F: 3 clusters Score -2533271 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -2534504.500000 Penalty: 3032.135986
	Iteration 2F: 3 clusters Score -2534504 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -2535784.500000 Penalty: 3032.135986
	Iteration 3F: 3 clusters Score -2535784 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -2536988.250000 Penalty: 3032.135986
	Iteration 4F: 3 clusters Score -2536988 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -2537954.250000 Penalty: 3032.135986
	Iteration 5F: 3 clusters Score -2537954 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -2538735.250000 Penalty: 3032.135986
	Iteration 6F: 3 clusters Score -2538735 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -2539365.750000 Penalty: 3032.135986
	Iteration 7Q: 3 clusters Score -2539366 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -2539964.750000 Penalty: 3032.135986
	Iteration 8Q: 3 clusters Score -2539965 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -2540454.250000 Penalty: 3032.135986
	Iteration 9Q: 3 clusters Score -2540454 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -2540844.250000 Penalty: 3032.135986
	Iteration 10Q: 3 clusters Score -2540844 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -2541104.750000 Penalty: 3032.135986
	Iteration 11Q: 3 clusters Score -2541105 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -2541282.000000 Penalty: 3032.135986
	Iteration 12Q: 3 clusters Score -2541282 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -2541415.500000 Penalty: 3032.135986
	Iteration 13Q: 3 clusters Score -2541416 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -2541524.500000 Penalty: 3032.135986
	Iteration 14Q: 3 clusters Score -2541524 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -2541585.500000 Penalty: 3032.135986
	Iteration 15Q: 3 clusters Score -2541586 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -2541642.250000 Penalty: 3032.135986
	Iteration 16Q: 3 clusters Score -2541642 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -2541696.250000 Penalty: 3032.135986
	Iteration 17Q: 3 clusters Score -2541696 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -2541744.750000 Penalty: 3032.135986
	Iteration 18Q: 3 clusters Score -2541745 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -2541783.500000 Penalty: 3032.135986
	Iteration 19Q: 3 clusters Score -2541784 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -2541822.500000 Penalty: 3032.135986
	Iteration 20F: 3 clusters Score -2541822 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -2541841.000000 Penalty: 3032.135986
	Iteration 21Q: 3 clusters Score -2541841 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -2541862.000000 Penalty: 3032.135986
	Iteration 22Q: 3 clusters Score -2541862 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -2541903.000000 Penalty: 3032.135986
	Iteration 23Q: 3 clusters Score -2541903 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -2541908.000000 Penalty: 3032.135986
	Iteration 24Q: 3 clusters Score -2541908 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -2541933.250000 Penalty: 3032.135986
	Iteration 25Q: 3 clusters Score -2541933 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -2541957.500000 Penalty: 3032.135986
	Iteration 26Q: 3 clusters Score -2541958 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -2541976.250000 Penalty: 3032.135986
	Iteration 27Q: 3 clusters Score -2541976 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -2541997.500000 Penalty: 3032.135986
	Iteration 28Q: 3 clusters Score -2541998 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -2542011.500000 Penalty: 3032.135986
	Iteration 29Q: 3 clusters Score -2542012 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -2542014.250000 Penalty: 3032.135986
	Iteration 30Q: 3 clusters Score -2542014 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -2542021.250000 Penalty: 3032.135986
	Iteration 31Q: 3 clusters Score -2542021 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -2542033.750000 Penalty: 3032.135986
	Iteration 32Q: 3 clusters Score -2542034 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -2542044.750000 Penalty: 3032.135986
	Iteration 33Q: 3 clusters Score -2542045 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22717 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -2542063.250000 Penalty: 3032.135986
	Iteration 34Q: 3 clusters Score -2542063 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -2542084.000000 Penalty: 3032.135986
	Iteration 35Q: 3 clusters Score -2542084 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -2542090.500000 Penalty: 3032.135986
	Iteration 36Q: 3 clusters Score -2542090 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -2542103.750000 Penalty: 3032.135986
	Iteration 37Q: 3 clusters Score -2542104 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -2542119.250000 Penalty: 3032.135986
	Iteration 38Q: 3 clusters Score -2542119 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -2542140.000000 Penalty: 3032.135986
	Iteration 39Q: 3 clusters Score -2542140 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -2542155.500000 Penalty: 3032.135986
	Iteration 40F: 3 clusters Score -2542156 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -2542173.750000 Penalty: 3032.135986
	Iteration 41Q: 3 clusters Score -2542174 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -2542176.750000 Penalty: 3032.135986
	Iteration 42Q: 3 clusters Score -2542177 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -2542186.250000 Penalty: 3032.135986
	Iteration 43Q: 3 clusters Score -2542186 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -2542205.750000 Penalty: 3032.135986
	Iteration 44Q: 3 clusters Score -2542206 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -2542212.250000 Penalty: 3032.135986
	Iteration 45Q: 3 clusters Score -2542212 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -2542227.000000 Penalty: 3032.135986
	Iteration 46Q: 3 clusters Score -2542227 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -2542236.750000 Penalty: 3032.135986
	Iteration 47Q: 3 clusters Score -2542237 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -2542243.500000 Penalty: 3032.135986
	Iteration 48Q: 3 clusters Score -2542244 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -2542246.250000 Penalty: 3032.135986
	Iteration 49Q: 3 clusters Score -2542246 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -2542258.250000 Penalty: 3032.135986
	Iteration 50Q: 3 clusters Score -2542258 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -2542267.000000 Penalty: 3032.135986
	Iteration 51Q: 3 clusters Score -2542267 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23651 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -2542266.000000 Penalty: 3032.135986
	Iteration 52Q: 3 clusters Score -2542266 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -2542272.500000 Penalty: 3032.135986
	Iteration 53Q: 3 clusters Score -2542272 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -2542279.000000 Penalty: 3032.135986
	Iteration 54Q: 3 clusters Score -2542279 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -2542281.250000 Penalty: 3032.135986
	Iteration 55Q: 3 clusters Score -2542281 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -2542279.500000 Penalty: 3032.135986
	Iteration 56Q: 3 clusters Score -2542280 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -2542285.750000 Penalty: 3032.135986
	Iteration 57Q: 3 clusters Score -2542286 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -2542296.250000 Penalty: 3032.135986
	Iteration 58Q: 3 clusters Score -2542296 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -2542298.000000 Penalty: 3032.135986
	Iteration 59Q: 3 clusters Score -2542298 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -2542302.000000 Penalty: 3032.135986
	Iteration 60F: 3 clusters Score -2542302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -2542303.250000 Penalty: 3032.135986
	Iteration 61Q: 3 clusters Score -2542303 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -2542308.250000 Penalty: 3032.135986
	Iteration 62Q: 3 clusters Score -2542308 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -2542310.750000 Penalty: 3032.135986
	Iteration 63Q: 3 clusters Score -2542311 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -2542317.500000 Penalty: 3032.135986
	Iteration 64Q: 3 clusters Score -2542318 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23967 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -2542323.000000 Penalty: 3032.135986
	Iteration 65Q: 3 clusters Score -2542323 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -2542326.500000 Penalty: 3032.135986
	Iteration 66Q: 3 clusters Score -2542326 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -2542327.750000 Penalty: 3032.135986
	Iteration 67Q: 3 clusters Score -2542328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -2542327.750000 Penalty: 3032.135986
	Iteration 68Q: 3 clusters Score -2542328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -2542334.000000 Penalty: 3032.135986
	Iteration 69Q: 3 clusters Score -2542334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -2542332.500000 Penalty: 3032.135986
	Iteration 70Q: 3 clusters Score -2542332 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -2542340.750000 Penalty: 3032.135986
	Iteration 71Q: 3 clusters Score -2542341 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -2542346.250000 Penalty: 3032.135986
	Iteration 72Q: 3 clusters Score -2542346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -2542348.250000 Penalty: 3032.135986
	Iteration 73Q: 3 clusters Score -2542348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -2542351.750000 Penalty: 3032.135986
	Iteration 74Q: 3 clusters Score -2542352 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -2542354.250000 Penalty: 3032.135986
	Iteration 75Q: 3 clusters Score -2542354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -2542362.750000 Penalty: 3032.135986
	Iteration 76Q: 3 clusters Score -2542363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -2542358.500000 Penalty: 3032.135986
	Iteration 77Q: 3 clusters Score -2542358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24154 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -2542364.500000 Penalty: 3032.135986
	Iteration 78Q: 3 clusters Score -2542364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -2542368.750000 Penalty: 3032.135986
	Iteration 79Q: 3 clusters Score -2542369 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24175 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -2542370.250000 Penalty: 3032.135986
	Iteration 80F: 3 clusters Score -2542370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -2542374.000000 Penalty: 3032.135986
	Iteration 81Q: 3 clusters Score -2542374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24191 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -2542371.500000 Penalty: 3032.135986
	Iteration 82Q: 3 clusters Score -2542372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -2542372.500000 Penalty: 3032.135986
	Iteration 83Q: 3 clusters Score -2542372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24213 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -2542378.000000 Penalty: 3032.135986
	Iteration 84Q: 3 clusters Score -2542378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2542375.000000 Penalty: 3032.135986
	Iteration 85Q: 3 clusters Score -2542375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -2542374.250000 Penalty: 3032.135986
	Iteration 86Q: 3 clusters Score -2542374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -2542379.750000 Penalty: 3032.135986
	Iteration 87Q: 3 clusters Score -2542380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -2542377.500000 Penalty: 3032.135986
	Iteration 88Q: 3 clusters Score -2542378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -2542380.250000 Penalty: 3032.135986
	Iteration 89Q: 3 clusters Score -2542380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24280 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -2542380.250000 Penalty: 3032.135986
	Iteration 90Q: 3 clusters Score -2542380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24285 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -2542382.250000 Penalty: 3032.135986
	Iteration 91Q: 3 clusters Score -2542382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -2542386.000000 Penalty: 3032.135986
	Iteration 92Q: 3 clusters Score -2542386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -2542381.000000 Penalty: 3032.135986
	Iteration 93Q: 3 clusters Score -2542381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24308 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -2542382.750000 Penalty: 3032.135986
	Iteration 94Q: 3 clusters Score -2542383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -2542385.750000 Penalty: 3032.135986
	Iteration 95Q: 3 clusters Score -2542386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -2542381.750000 Penalty: 3032.135986
	Iteration 96Q: 3 clusters Score -2542382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2542386.000000 Penalty: 3032.135986
	Iteration 97Q: 3 clusters Score -2542386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -2542386.000000 Penalty: 3032.135986
	Iteration 98Q: 3 clusters Score -2542386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -2542387.000000 Penalty: 3032.135986
	Iteration 99Q: 3 clusters Score -2542387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -2542389.250000 Penalty: 3032.135986
	Iteration 100F: 3 clusters Score -2542389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24336 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -2542391.500000 Penalty: 3032.135986
	Iteration 101Q: 3 clusters Score -2542392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24338 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -2542388.750000 Penalty: 3032.135986
	Iteration 102Q: 3 clusters Score -2542389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -2542394.000000 Penalty: 3032.135986
	Iteration 103Q: 3 clusters Score -2542394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -2542394.750000 Penalty: 3032.135986
	Iteration 104Q: 3 clusters Score -2542395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -2542394.750000 Penalty: 3032.135986
	Iteration 105F: 3 clusters Score -2542395 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (50473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50473 members 
Entering Unmasked Estep 
Score: -5030663.500000 Penalty: 1611.384155
	Iteration 0F: 2 clusters Score -5030664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 25225 members 
Entering Unmasked Estep 
Score: -4997882.500000 Penalty: 3222.768311
	Iteration 0F: 3 clusters Score -4997882 nChanged 23139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -5010830.000000 Penalty: 3222.768311
	Iteration 1F: 3 clusters Score -5010830 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25570 members 
Mstep: Class 2 contains 24903 members 
Entering Unmasked Estep 
Score: -5011448.000000 Penalty: 3222.768311
	Iteration 2Q: 3 clusters Score -5011448 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 24617 members 
Entering Unmasked Estep 
Score: -5012003.500000 Penalty: 3222.768311
	Iteration 3Q: 3 clusters Score -5012004 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26239 members 
Mstep: Class 2 contains 24234 members 
Entering Unmasked Estep 
Score: -5012574.000000 Penalty: 3222.768311
	Iteration 4Q: 3 clusters Score -5012574 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -5013174.500000 Penalty: 3222.768311
	Iteration 5Q: 3 clusters Score -5013174 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27498 members 
Mstep: Class 2 contains 22975 members 
Entering Unmasked Estep 
Score: -5013890.000000 Penalty: 3222.768311
	Iteration 6Q: 3 clusters Score -5013890 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28468 members 
Mstep: Class 2 contains 22005 members 
Entering Unmasked Estep 
Score: -5014882.000000 Penalty: 3222.768311
	Iteration 7Q: 3 clusters Score -5014882 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29735 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -5016134.000000 Penalty: 3222.768311
	Iteration 8Q: 3 clusters Score -5016134 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31200 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -5017706.000000 Penalty: 3222.768311
	Iteration 9F: 3 clusters Score -5017706 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32805 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -5019542.500000 Penalty: 3222.768311
	Iteration 10F: 3 clusters Score -5019542 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34338 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -5021465.000000 Penalty: 3222.768311
	Iteration 11F: 3 clusters Score -5021465 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35577 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -5022949.500000 Penalty: 3222.768311
	Iteration 12Q: 3 clusters Score -5022950 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36613 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -5024029.500000 Penalty: 3222.768311
	Iteration 13Q: 3 clusters Score -5024030 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37485 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -5024774.500000 Penalty: 3222.768311
	Iteration 14Q: 3 clusters Score -5024774 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38296 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -5025386.500000 Penalty: 3222.768311
	Iteration 15Q: 3 clusters Score -5025386 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39087 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -5025914.500000 Penalty: 3222.768311
	Iteration 16Q: 3 clusters Score -5025914 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39852 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -5026482.000000 Penalty: 3222.768311
	Iteration 17Q: 3 clusters Score -5026482 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40548 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -5027045.500000 Penalty: 3222.768311
	Iteration 18Q: 3 clusters Score -5027046 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41208 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -5027583.500000 Penalty: 3222.768311
	Iteration 19Q: 3 clusters Score -5027584 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41789 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -5028087.000000 Penalty: 3222.768311
	Iteration 20F: 3 clusters Score -5028087 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42298 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -5028633.500000 Penalty: 3222.768311
	Iteration 21Q: 3 clusters Score -5028634 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42730 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -5029143.000000 Penalty: 3222.768311
	Iteration 22Q: 3 clusters Score -5029143 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43073 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -5029535.500000 Penalty: 3222.768311
	Iteration 23Q: 3 clusters Score -5029536 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43331 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -5029815.500000 Penalty: 3222.768311
	Iteration 24Q: 3 clusters Score -5029816 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43523 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -5029981.500000 Penalty: 3222.768311
	Iteration 25Q: 3 clusters Score -5029982 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43673 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -5030145.000000 Penalty: 3222.768311
	Iteration 26Q: 3 clusters Score -5030145 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43798 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -5030196.000000 Penalty: 3222.768311
	Iteration 27Q: 3 clusters Score -5030196 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43919 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -5030246.000000 Penalty: 3222.768311
	Iteration 28Q: 3 clusters Score -5030246 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44018 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -5030300.000000 Penalty: 3222.768311
	Iteration 29Q: 3 clusters Score -5030300 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44095 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -5030320.000000 Penalty: 3222.768311
	Iteration 30Q: 3 clusters Score -5030320 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44146 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -5030346.000000 Penalty: 3222.768311
	Iteration 31Q: 3 clusters Score -5030346 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44195 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -5030338.500000 Penalty: 3222.768311
	Iteration 32Q: 3 clusters Score -5030338 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44235 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -5030346.500000 Penalty: 3222.768311
	Iteration 33Q: 3 clusters Score -5030346 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44286 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -5030352.000000 Penalty: 3222.768311
	Iteration 34Q: 3 clusters Score -5030352 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44338 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -5030379.500000 Penalty: 3222.768311
	Iteration 35Q: 3 clusters Score -5030380 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44395 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -5030392.000000 Penalty: 3222.768311
	Iteration 36Q: 3 clusters Score -5030392 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44461 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -5030394.500000 Penalty: 3222.768311
	Iteration 37Q: 3 clusters Score -5030394 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44521 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -5030408.000000 Penalty: 3222.768311
	Iteration 38Q: 3 clusters Score -5030408 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44577 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -5030426.500000 Penalty: 3222.768311
	Iteration 39Q: 3 clusters Score -5030426 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44625 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -5030430.000000 Penalty: 3222.768311
	Iteration 40F: 3 clusters Score -5030430 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44681 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -5030459.500000 Penalty: 3222.768311
	Iteration 41Q: 3 clusters Score -5030460 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44728 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -5030482.000000 Penalty: 3222.768311
	Iteration 42Q: 3 clusters Score -5030482 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44772 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -5030472.000000 Penalty: 3222.768311
	Iteration 43Q: 3 clusters Score -5030472 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44811 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -5030485.000000 Penalty: 3222.768311
	Iteration 44Q: 3 clusters Score -5030485 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44850 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -5030493.000000 Penalty: 3222.768311
	Iteration 45Q: 3 clusters Score -5030493 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44886 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -5030505.500000 Penalty: 3222.768311
	Iteration 46Q: 3 clusters Score -5030506 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44921 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -5030507.000000 Penalty: 3222.768311
	Iteration 47Q: 3 clusters Score -5030507 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44973 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -5030514.500000 Penalty: 3222.768311
	Iteration 48Q: 3 clusters Score -5030514 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45022 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -5030508.000000 Penalty: 3222.768311
	Iteration 49Q: 3 clusters Score -5030508 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45061 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -5030510.000000 Penalty: 3222.768311
	Iteration 50Q: 3 clusters Score -5030510 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45089 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -5030525.500000 Penalty: 3222.768311
	Iteration 51Q: 3 clusters Score -5030526 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45117 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -5030517.000000 Penalty: 3222.768311
	Iteration 52Q: 3 clusters Score -5030517 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45146 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -5030529.000000 Penalty: 3222.768311
	Iteration 53Q: 3 clusters Score -5030529 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45163 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -5030534.000000 Penalty: 3222.768311
	Iteration 54Q: 3 clusters Score -5030534 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45181 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -5030517.000000 Penalty: 3222.768311
	Iteration 55Q: 3 clusters Score -5030517 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45202 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -5030522.000000 Penalty: 3222.768311
	Iteration 56Q: 3 clusters Score -5030522 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45222 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -5030507.000000 Penalty: 3222.768311
	Iteration 57Q: 3 clusters Score -5030507 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45244 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -5030507.000000 Penalty: 3222.768311
	Iteration 58Q: 3 clusters Score -5030507 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45265 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -5030505.000000 Penalty: 3222.768311
	Iteration 59Q: 3 clusters Score -5030505 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45282 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -5030519.500000 Penalty: 3222.768311
	Iteration 60F: 3 clusters Score -5030520 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45299 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -5030521.000000 Penalty: 3222.768311
	Iteration 61Q: 3 clusters Score -5030521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45306 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -5030530.000000 Penalty: 3222.768311
	Iteration 62Q: 3 clusters Score -5030530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45316 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -5030520.000000 Penalty: 3222.768311
	Iteration 63Q: 3 clusters Score -5030520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45323 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -5030520.500000 Penalty: 3222.768311
	Iteration 64Q: 3 clusters Score -5030520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45330 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -5030512.000000 Penalty: 3222.768311
	Iteration 65Q: 3 clusters Score -5030512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45337 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -5030515.000000 Penalty: 3222.768311
	Iteration 66Q: 3 clusters Score -5030515 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45348 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -5030517.500000 Penalty: 3222.768311
	Iteration 67Q: 3 clusters Score -5030518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45360 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -5030512.500000 Penalty: 3222.768311
	Iteration 68Q: 3 clusters Score -5030512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45368 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -5030511.500000 Penalty: 3222.768311
	Iteration 69Q: 3 clusters Score -5030512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45378 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -5030524.000000 Penalty: 3222.768311
	Iteration 70Q: 3 clusters Score -5030524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45383 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -5030524.500000 Penalty: 3222.768311
	Iteration 71Q: 3 clusters Score -5030524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45389 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -5030521.500000 Penalty: 3222.768311
	Iteration 72Q: 3 clusters Score -5030522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45395 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -5030523.500000 Penalty: 3222.768311
	Iteration 73Q: 3 clusters Score -5030524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45400 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -5030525.500000 Penalty: 3222.768311
	Iteration 74Q: 3 clusters Score -5030526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45409 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -5030525.500000 Penalty: 3222.768311
	Iteration 75Q: 3 clusters Score -5030526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45412 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -5030529.000000 Penalty: 3222.768311
	Iteration 76Q: 3 clusters Score -5030529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45418 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -5030526.500000 Penalty: 3222.768311
	Iteration 77Q: 3 clusters Score -5030526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45422 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -5030522.000000 Penalty: 3222.768311
	Iteration 78Q: 3 clusters Score -5030522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45429 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -5030521.500000 Penalty: 3222.768311
	Iteration 79Q: 3 clusters Score -5030522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45437 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -5030536.000000 Penalty: 3222.768311
	Iteration 80F: 3 clusters Score -5030536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45443 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -5030526.000000 Penalty: 3222.768311
	Iteration 81Q: 3 clusters Score -5030526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45447 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -5030525.500000 Penalty: 3222.768311
	Iteration 82Q: 3 clusters Score -5030526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45452 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -5030527.500000 Penalty: 3222.768311
	Iteration 83Q: 3 clusters Score -5030528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45458 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -5030526.000000 Penalty: 3222.768311
	Iteration 84Q: 3 clusters Score -5030526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45461 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -5030525.000000 Penalty: 3222.768311
	Iteration 85Q: 3 clusters Score -5030525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45462 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -5030524.500000 Penalty: 3222.768311
	Iteration 86Q: 3 clusters Score -5030524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45464 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -5030529.000000 Penalty: 3222.768311
	Iteration 87Q: 3 clusters Score -5030529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45466 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -5030532.000000 Penalty: 3222.768311
	Iteration 88Q: 3 clusters Score -5030532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45466 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -5030532.000000 Penalty: 3222.768311
	Iteration 89F: 3 clusters Score -5030532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Entering Unmasked Estep 
Score: -453708.375000 Penalty: 1258.909180
	Iteration 0F: 2 clusters Score -453708.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -450152.656250 Penalty: 2517.818359
	Iteration 0F: 3 clusters Score -450152.7 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -451173.500000 Penalty: 2517.818359
	Iteration 1F: 3 clusters Score -451173.5 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -451415.875000 Penalty: 2517.818359
	Iteration 2F: 3 clusters Score -451415.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -451598.843750 Penalty: 2517.818359
	Iteration 3F: 3 clusters Score -451598.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -451759.187500 Penalty: 2517.818359
	Iteration 4Q: 3 clusters Score -451759.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -451919.625000 Penalty: 2517.818359
	Iteration 5Q: 3 clusters Score -451919.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -452078.906250 Penalty: 2517.818359
	Iteration 6Q: 3 clusters Score -452078.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -452189.718750 Penalty: 2517.818359
	Iteration 7Q: 3 clusters Score -452189.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -452286.781250 Penalty: 2517.818359
	Iteration 8Q: 3 clusters Score -452286.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -452379.062500 Penalty: 2517.818359
	Iteration 9Q: 3 clusters Score -452379.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -452457.343750 Penalty: 2517.818359
	Iteration 10Q: 3 clusters Score -452457.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -452526.312500 Penalty: 2517.818359
	Iteration 11Q: 3 clusters Score -452526.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -452585.218750 Penalty: 2517.818359
	Iteration 12Q: 3 clusters Score -452585.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -452644.156250 Penalty: 2517.818359
	Iteration 13Q: 3 clusters Score -452644.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -452711.437500 Penalty: 2517.818359
	Iteration 14Q: 3 clusters Score -452711.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -452775.750000 Penalty: 2517.818359
	Iteration 15Q: 3 clusters Score -452775.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -452829.000000 Penalty: 2517.818359
	Iteration 16Q: 3 clusters Score -452829 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -452873.531250 Penalty: 2517.818359
	Iteration 17Q: 3 clusters Score -452873.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -452916.968750 Penalty: 2517.818359
	Iteration 18Q: 3 clusters Score -452917 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -452945.875000 Penalty: 2517.818359
	Iteration 19Q: 3 clusters Score -452945.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -452984.062500 Penalty: 2517.818359
	Iteration 20F: 3 clusters Score -452984.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -453022.156250 Penalty: 2517.818359
	Iteration 21Q: 3 clusters Score -453022.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -453058.218750 Penalty: 2517.818359
	Iteration 22Q: 3 clusters Score -453058.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -453103.531250 Penalty: 2517.818359
	Iteration 23Q: 3 clusters Score -453103.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -453130.687500 Penalty: 2517.818359
	Iteration 24Q: 3 clusters Score -453130.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -453154.812500 Penalty: 2517.818359
	Iteration 25Q: 3 clusters Score -453154.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -453180.468750 Penalty: 2517.818359
	Iteration 26Q: 3 clusters Score -453180.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -453200.187500 Penalty: 2517.818359
	Iteration 27Q: 3 clusters Score -453200.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -453211.875000 Penalty: 2517.818359
	Iteration 28Q: 3 clusters Score -453211.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -453220.937500 Penalty: 2517.818359
	Iteration 29Q: 3 clusters Score -453220.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -453229.812500 Penalty: 2517.818359
	Iteration 30Q: 3 clusters Score -453229.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -453241.718750 Penalty: 2517.818359
	Iteration 31Q: 3 clusters Score -453241.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -453254.750000 Penalty: 2517.818359
	Iteration 32Q: 3 clusters Score -453254.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -453263.843750 Penalty: 2517.818359
	Iteration 33Q: 3 clusters Score -453263.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -453279.187500 Penalty: 2517.818359
	Iteration 34Q: 3 clusters Score -453279.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -453296.218750 Penalty: 2517.818359
	Iteration 35Q: 3 clusters Score -453296.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -453308.031250 Penalty: 2517.818359
	Iteration 36Q: 3 clusters Score -453308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -453314.343750 Penalty: 2517.818359
	Iteration 37Q: 3 clusters Score -453314.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -453321.531250 Penalty: 2517.818359
	Iteration 38Q: 3 clusters Score -453321.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -453327.625000 Penalty: 2517.818359
	Iteration 39Q: 3 clusters Score -453327.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -453335.156250 Penalty: 2517.818359
	Iteration 40F: 3 clusters Score -453335.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -453346.375000 Penalty: 2517.818359
	Iteration 41Q: 3 clusters Score -453346.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -453351.500000 Penalty: 2517.818359
	Iteration 42Q: 3 clusters Score -453351.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -453355.468750 Penalty: 2517.818359
	Iteration 43Q: 3 clusters Score -453355.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -453361.031250 Penalty: 2517.818359
	Iteration 44Q: 3 clusters Score -453361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -453362.812500 Penalty: 2517.818359
	Iteration 45Q: 3 clusters Score -453362.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -453366.812500 Penalty: 2517.818359
	Iteration 46Q: 3 clusters Score -453366.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -453367.375000 Penalty: 2517.818359
	Iteration 47Q: 3 clusters Score -453367.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -453367.937500 Penalty: 2517.818359
	Iteration 48Q: 3 clusters Score -453367.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -453368.312500 Penalty: 2517.818359
	Iteration 49Q: 3 clusters Score -453368.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -453368.312500 Penalty: 2517.818359
	Iteration 50F: 3 clusters Score -453368.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (60675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60675 members 
Entering Unmasked Estep 
Score: -6162052.500000 Penalty: 1638.777100
	Iteration 0F: 2 clusters Score -6162052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30334 members 
Mstep: Class 2 contains 30341 members 
Entering Unmasked Estep 
Score: -6122528.500000 Penalty: 3277.554199
	Iteration 0F: 3 clusters Score -6122528 nChanged 28173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31097 members 
Mstep: Class 2 contains 29578 members 
Entering Unmasked Estep 
Score: -6138687.500000 Penalty: 3277.554199
	Iteration 1F: 3 clusters Score -6138688 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31505 members 
Mstep: Class 2 contains 29170 members 
Entering Unmasked Estep 
Score: -6140666.000000 Penalty: 3277.554199
	Iteration 2F: 3 clusters Score -6140666 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31717 members 
Mstep: Class 2 contains 28958 members 
Entering Unmasked Estep 
Score: -6143513.000000 Penalty: 3277.554199
	Iteration 3F: 3 clusters Score -6143513 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31039 members 
Mstep: Class 2 contains 29636 members 
Entering Unmasked Estep 
Score: -6147298.000000 Penalty: 3277.554199
	Iteration 4F: 3 clusters Score -6147298 nChanged 5098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29047 members 
Mstep: Class 2 contains 31628 members 
Entering Unmasked Estep 
Score: -6152670.500000 Penalty: 3277.554199
	Iteration 5F: 3 clusters Score -6152670 nChanged 6065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25670 members 
Mstep: Class 2 contains 35005 members 
Entering Unmasked Estep 
Score: -6160646.000000 Penalty: 3277.554199
	Iteration 6F: 3 clusters Score -6160646 nChanged 6963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 39296 members 
Entering Unmasked Estep 
Score: -6170696.500000 Penalty: 3277.554199
	Iteration 7F: 3 clusters Score -6170696 nChanged 5535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 43069 members 
Entering Unmasked Estep 
Score: -6177510.000000 Penalty: 3277.554199
	Iteration 8F: 3 clusters Score -6177510 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 45446 members 
Entering Unmasked Estep 
Score: -6180886.500000 Penalty: 3277.554199
	Iteration 9Q: 3 clusters Score -6180886 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 46688 members 
Entering Unmasked Estep 
Score: -6182639.000000 Penalty: 3277.554199
	Iteration 10Q: 3 clusters Score -6182639 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 47271 members 
Entering Unmasked Estep 
Score: -6183187.000000 Penalty: 3277.554199
	Iteration 11Q: 3 clusters Score -6183187 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 47568 members 
Entering Unmasked Estep 
Score: -6183370.000000 Penalty: 3277.554199
	Iteration 12Q: 3 clusters Score -6183370 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 47736 members 
Entering Unmasked Estep 
Score: -6183467.000000 Penalty: 3277.554199
	Iteration 13Q: 3 clusters Score -6183467 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 47821 members 
Entering Unmasked Estep 
Score: -6183473.500000 Penalty: 3277.554199
	Iteration 14Q: 3 clusters Score -6183474 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 47876 members 
Entering Unmasked Estep 
Score: -6183506.000000 Penalty: 3277.554199
	Iteration 15Q: 3 clusters Score -6183506 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 47914 members 
Entering Unmasked Estep 
Score: -6183518.500000 Penalty: 3277.554199
	Iteration 16Q: 3 clusters Score -6183518 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 47938 members 
Entering Unmasked Estep 
Score: -6183518.000000 Penalty: 3277.554199
	Iteration 17Q: 3 clusters Score -6183518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 47950 members 
Entering Unmasked Estep 
Score: -6183523.500000 Penalty: 3277.554199
	Iteration 18Q: 3 clusters Score -6183524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 47956 members 
Entering Unmasked Estep 
Score: -6183519.500000 Penalty: 3277.554199
	Iteration 19Q: 3 clusters Score -6183520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 47962 members 
Entering Unmasked Estep 
Score: -6183516.500000 Penalty: 3277.554199
	Iteration 20F: 3 clusters Score -6183516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 47964 members 
Entering Unmasked Estep 
Score: -6183519.000000 Penalty: 3277.554199
	Iteration 21Q: 3 clusters Score -6183519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 47967 members 
Entering Unmasked Estep 
Score: -6183530.000000 Penalty: 3277.554199
	Iteration 22Q: 3 clusters Score -6183530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 47968 members 
Entering Unmasked Estep 
Score: -6183530.500000 Penalty: 3277.554199
	Iteration 23Q: 3 clusters Score -6183530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 47968 members 
Entering Unmasked Estep 
Score: -6183530.500000 Penalty: 3277.554199
	Iteration 24F: 3 clusters Score -6183530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 78356 members 
Mstep: Class 3 contains 22624 members 
Mstep: Class 4 contains 18768 members 
Mstep: Class 5 contains 71413 members 
Mstep: Class 6 contains 95952 members 
Mstep: Class 7 contains 90387 members 
Mstep: Class 8 contains 42012 members 
Mstep: Class 9 contains 22182 members 
Mstep: Class 10 contains 26599 members 
Mstep: Class 11 contains 50473 members 
Mstep: Class 12 contains 4724 members 
Mstep: Class 13 contains 12707 members 
Mstep: Class 14 contains 8745 members 
Mstep: Class 15 contains 17875 members 
Mstep: Class 16 contains 50825 members 
Mstep: Class 17 contains 29096 members 
Mstep: Class 18 contains 32406 members 
Mstep: Class 19 contains 16905 members 
Mstep: Class 20 contains 84285 members 
Mstep: Class 21 contains 12763 members 
Mstep: Class 22 contains 21496 members 
Mstep: Class 23 contains 9605 members 
Mstep: Class 24 contains 47968 members 
Entering Unmasked Estep 
Score: -87815496.000000 Penalty: 48960.933594
Splitting cluster 13 changes total score from -87741048.000000 to -87815496.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 14 (8745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Entering Unmasked Estep 
Score: -752564.000000 Penalty: 1350.544189
	Iteration 0F: 2 clusters Score -752564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -746763.437500 Penalty: 2701.088379
	Iteration 0F: 3 clusters Score -746763.4 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -749397.750000 Penalty: 2701.088379
	Iteration 1F: 3 clusters Score -749397.8 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -750405.437500 Penalty: 2701.088379
	Iteration 2F: 3 clusters Score -750405.4 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -751295.812500 Penalty: 2701.088379
	Iteration 3F: 3 clusters Score -751295.8 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -751959.375000 Penalty: 2701.088379
	Iteration 4F: 3 clusters Score -751959.4 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -752443.312500 Penalty: 2701.088379
	Iteration 5F: 3 clusters Score -752443.3 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -752781.750000 Penalty: 2701.088379
	Iteration 6Q: 3 clusters Score -752781.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -753005.875000 Penalty: 2701.088379
	Iteration 7Q: 3 clusters Score -753005.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -753187.937500 Penalty: 2701.088379
	Iteration 8Q: 3 clusters Score -753187.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -753411.562500 Penalty: 2701.088379
	Iteration 9Q: 3 clusters Score -753411.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -753687.500000 Penalty: 2701.088379
	Iteration 10Q: 3 clusters Score -753687.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -754002.250000 Penalty: 2701.088379
	Iteration 11Q: 3 clusters Score -754002.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -754262.125000 Penalty: 2701.088379
	Iteration 12Q: 3 clusters Score -754262.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -754456.000000 Penalty: 2701.088379
	Iteration 13Q: 3 clusters Score -754456 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -754619.437500 Penalty: 2701.088379
	Iteration 14Q: 3 clusters Score -754619.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -754723.562500 Penalty: 2701.088379
	Iteration 15Q: 3 clusters Score -754723.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -754807.062500 Penalty: 2701.088379
	Iteration 16Q: 3 clusters Score -754807.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -754846.062500 Penalty: 2701.088379
	Iteration 17Q: 3 clusters Score -754846.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -754898.812500 Penalty: 2701.088379
	Iteration 18Q: 3 clusters Score -754898.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -754914.562500 Penalty: 2701.088379
	Iteration 19Q: 3 clusters Score -754914.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -755026.312500 Penalty: 2701.088379
	Iteration 20F: 3 clusters Score -755026.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -755103.312500 Penalty: 2701.088379
	Iteration 21Q: 3 clusters Score -755103.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -755124.562500 Penalty: 2701.088379
	Iteration 22Q: 3 clusters Score -755124.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -755135.750000 Penalty: 2701.088379
	Iteration 23Q: 3 clusters Score -755135.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -755143.812500 Penalty: 2701.088379
	Iteration 24Q: 3 clusters Score -755143.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -755151.250000 Penalty: 2701.088379
	Iteration 25Q: 3 clusters Score -755151.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -755155.437500 Penalty: 2701.088379
	Iteration 26Q: 3 clusters Score -755155.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -755159.312500 Penalty: 2701.088379
	Iteration 27Q: 3 clusters Score -755159.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -755164.125000 Penalty: 2701.088379
	Iteration 28Q: 3 clusters Score -755164.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -755166.875000 Penalty: 2701.088379
	Iteration 29Q: 3 clusters Score -755166.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -755167.750000 Penalty: 2701.088379
	Iteration 30Q: 3 clusters Score -755167.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -755167.062500 Penalty: 2701.088379
	Iteration 31Q: 3 clusters Score -755167.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -755167.062500 Penalty: 2701.088379
	Iteration 32Q: 3 clusters Score -755167.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -755165.687500 Penalty: 2701.088379
	Iteration 33Q: 3 clusters Score -755165.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -755165.687500 Penalty: 2701.088379
	Iteration 34F: 3 clusters Score -755165.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 78356 members 
Mstep: Class 3 contains 22624 members 
Mstep: Class 4 contains 18768 members 
Mstep: Class 5 contains 71413 members 
Mstep: Class 6 contains 95952 members 
Mstep: Class 7 contains 90387 members 
Mstep: Class 8 contains 42012 members 
Mstep: Class 9 contains 22182 members 
Mstep: Class 10 contains 26599 members 
Mstep: Class 11 contains 50473 members 
Mstep: Class 12 contains 4724 members 
Mstep: Class 13 contains 12707 members 
Mstep: Class 14 contains 3115 members 
Mstep: Class 15 contains 17875 members 
Mstep: Class 16 contains 50825 members 
Mstep: Class 17 contains 29096 members 
Mstep: Class 18 contains 32406 members 
Mstep: Class 19 contains 16905 members 
Mstep: Class 20 contains 84285 members 
Mstep: Class 21 contains 12763 members 
Mstep: Class 22 contains 21496 members 
Mstep: Class 23 contains 9605 members 
Mstep: Class 24 contains 47968 members 
Mstep: Class 25 contains 5630 members 
Entering Unmasked Estep 
Score: -87816992.000000 Penalty: 51000.972656
Splitting cluster 14 changes total score from -87741048.000000 to -87816992.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 15 (17875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Entering Unmasked Estep 
Score: -1624141.500000 Penalty: 1456.924438
	Iteration 0F: 2 clusters Score -1624142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1612646.250000 Penalty: 2913.848877
	Iteration 0F: 3 clusters Score -1612646 nChanged 7801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1620257.375000 Penalty: 2913.848877
	Iteration 1F: 3 clusters Score -1620257 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1625388.375000 Penalty: 2913.848877
	Iteration 2F: 3 clusters Score -1625388 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1629688.625000 Penalty: 2913.848877
	Iteration 3F: 3 clusters Score -1629689 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1631549.500000 Penalty: 2913.848877
	Iteration 4F: 3 clusters Score -1631550 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1632292.500000 Penalty: 2913.848877
	Iteration 5Q: 3 clusters Score -1632292 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1632657.250000 Penalty: 2913.848877
	Iteration 6Q: 3 clusters Score -1632657 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1632946.000000 Penalty: 2913.848877
	Iteration 7Q: 3 clusters Score -1632946 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1633229.375000 Penalty: 2913.848877
	Iteration 8Q: 3 clusters Score -1633229 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1633630.250000 Penalty: 2913.848877
	Iteration 9Q: 3 clusters Score -1633630 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1634187.500000 Penalty: 2913.848877
	Iteration 10Q: 3 clusters Score -1634188 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1634941.000000 Penalty: 2913.848877
	Iteration 11Q: 3 clusters Score -1634941 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1635512.875000 Penalty: 2913.848877
	Iteration 12Q: 3 clusters Score -1635513 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1635861.875000 Penalty: 2913.848877
	Iteration 13Q: 3 clusters Score -1635862 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1636081.000000 Penalty: 2913.848877
	Iteration 14Q: 3 clusters Score -1636081 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1636198.375000 Penalty: 2913.848877
	Iteration 15Q: 3 clusters Score -1636198 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1636254.750000 Penalty: 2913.848877
	Iteration 16Q: 3 clusters Score -1636255 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1636302.625000 Penalty: 2913.848877
	Iteration 17Q: 3 clusters Score -1636303 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1636324.375000 Penalty: 2913.848877
	Iteration 18Q: 3 clusters Score -1636324 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1636335.625000 Penalty: 2913.848877
	Iteration 19Q: 3 clusters Score -1636336 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1636354.125000 Penalty: 2913.848877
	Iteration 20F: 3 clusters Score -1636354 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1636364.625000 Penalty: 2913.848877
	Iteration 21Q: 3 clusters Score -1636365 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1636379.625000 Penalty: 2913.848877
	Iteration 22Q: 3 clusters Score -1636380 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1636390.000000 Penalty: 2913.848877
	Iteration 23Q: 3 clusters Score -1636390 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1636413.250000 Penalty: 2913.848877
	Iteration 24Q: 3 clusters Score -1636413 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1636434.125000 Penalty: 2913.848877
	Iteration 25Q: 3 clusters Score -1636434 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1636455.750000 Penalty: 2913.848877
	Iteration 26Q: 3 clusters Score -1636456 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1636486.125000 Penalty: 2913.848877
	Iteration 27Q: 3 clusters Score -1636486 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1636529.000000 Penalty: 2913.848877
	Iteration 28Q: 3 clusters Score -1636529 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1636576.125000 Penalty: 2913.848877
	Iteration 29Q: 3 clusters Score -1636576 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1636603.500000 Penalty: 2913.848877
	Iteration 30Q: 3 clusters Score -1636604 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1636647.875000 Penalty: 2913.848877
	Iteration 31Q: 3 clusters Score -1636648 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1636683.000000 Penalty: 2913.848877
	Iteration 32Q: 3 clusters Score -1636683 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1636693.125000 Penalty: 2913.848877
	Iteration 33Q: 3 clusters Score -1636693 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1636704.875000 Penalty: 2913.848877
	Iteration 34Q: 3 clusters Score -1636705 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1636711.750000 Penalty: 2913.848877
	Iteration 35Q: 3 clusters Score -1636712 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1636709.875000 Penalty: 2913.848877
	Iteration 36Q: 3 clusters Score -1636710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1636713.875000 Penalty: 2913.848877
	Iteration 37Q: 3 clusters Score -1636714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1636714.250000 Penalty: 2913.848877
	Iteration 38Q: 3 clusters Score -1636714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1636714.500000 Penalty: 2913.848877
	Iteration 39Q: 3 clusters Score -1636714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1636722.250000 Penalty: 2913.848877
	Iteration 40F: 3 clusters Score -1636722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1636718.750000 Penalty: 2913.848877
	Iteration 41Q: 3 clusters Score -1636719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1636716.125000 Penalty: 2913.848877
	Iteration 42Q: 3 clusters Score -1636716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1636719.750000 Penalty: 2913.848877
	Iteration 43Q: 3 clusters Score -1636720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1636718.250000 Penalty: 2913.848877
	Iteration 44Q: 3 clusters Score -1636718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1636718.500000 Penalty: 2913.848877
	Iteration 45Q: 3 clusters Score -1636718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1636719.625000 Penalty: 2913.848877
	Iteration 46Q: 3 clusters Score -1636720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1636719.625000 Penalty: 2913.848877
	Iteration 47F: 3 clusters Score -1636720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 78356 members 
Mstep: Class 3 contains 22624 members 
Mstep: Class 4 contains 18768 members 
Mstep: Class 5 contains 71413 members 
Mstep: Class 6 contains 95952 members 
Mstep: Class 7 contains 90387 members 
Mstep: Class 8 contains 42012 members 
Mstep: Class 9 contains 22182 members 
Mstep: Class 10 contains 26599 members 
Mstep: Class 11 contains 50473 members 
Mstep: Class 12 contains 4724 members 
Mstep: Class 13 contains 12707 members 
Mstep: Class 14 contains 3115 members 
Mstep: Class 15 contains 10340 members 
Mstep: Class 16 contains 50825 members 
Mstep: Class 17 contains 29096 members 
Mstep: Class 18 contains 32406 members 
Mstep: Class 19 contains 16905 members 
Mstep: Class 20 contains 84285 members 
Mstep: Class 21 contains 12763 members 
Mstep: Class 22 contains 21496 members 
Mstep: Class 23 contains 9605 members 
Mstep: Class 24 contains 47968 members 
Mstep: Class 25 contains 5630 members 
Mstep: Class 26 contains 7535 members 
Entering Unmasked Estep 
Score: -87829000.000000 Penalty: 53041.007812
Splitting cluster 15 changes total score from -87741048.000000 to -87829000.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 16 (50825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50825 members 
Entering Unmasked Estep 
Score: -5234819.500000 Penalty: 1612.418213
	Iteration 0F: 2 clusters Score -5234820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25426 members 
Mstep: Class 2 contains 25399 members 
Entering Unmasked Estep 
Score: -5201686.000000 Penalty: 3224.836426
	Iteration 0F: 3 clusters Score -5201686 nChanged 23422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 24981 members 
Entering Unmasked Estep 
Score: -5214445.000000 Penalty: 3224.836426
	Iteration 1F: 3 clusters Score -5214445 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26070 members 
Mstep: Class 2 contains 24755 members 
Entering Unmasked Estep 
Score: -5215115.500000 Penalty: 3224.836426
	Iteration 2Q: 3 clusters Score -5215116 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26313 members 
Mstep: Class 2 contains 24512 members 
Entering Unmasked Estep 
Score: -5215820.000000 Penalty: 3224.836426
	Iteration 3Q: 3 clusters Score -5215820 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 24298 members 
Entering Unmasked Estep 
Score: -5216769.000000 Penalty: 3224.836426
	Iteration 4Q: 3 clusters Score -5216769 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26808 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -5218072.000000 Penalty: 3224.836426
	Iteration 5Q: 3 clusters Score -5218072 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26933 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -5219958.000000 Penalty: 3224.836426
	Iteration 6F: 3 clusters Score -5219958 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26867 members 
Mstep: Class 2 contains 23958 members 
Entering Unmasked Estep 
Score: -5222538.000000 Penalty: 3224.836426
	Iteration 7F: 3 clusters Score -5222538 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 24244 members 
Entering Unmasked Estep 
Score: -5225562.000000 Penalty: 3224.836426
	Iteration 8F: 3 clusters Score -5225562 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26124 members 
Mstep: Class 2 contains 24701 members 
Entering Unmasked Estep 
Score: -5228467.500000 Penalty: 3224.836426
	Iteration 9F: 3 clusters Score -5228468 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 25174 members 
Entering Unmasked Estep 
Score: -5230704.000000 Penalty: 3224.836426
	Iteration 10F: 3 clusters Score -5230704 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -5231992.000000 Penalty: 3224.836426
	Iteration 11Q: 3 clusters Score -5231992 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 25681 members 
Entering Unmasked Estep 
Score: -5232750.000000 Penalty: 3224.836426
	Iteration 12Q: 3 clusters Score -5232750 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25055 members 
Mstep: Class 2 contains 25770 members 
Entering Unmasked Estep 
Score: -5233173.500000 Penalty: 3224.836426
	Iteration 13Q: 3 clusters Score -5233174 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 25801 members 
Entering Unmasked Estep 
Score: -5233425.500000 Penalty: 3224.836426
	Iteration 14Q: 3 clusters Score -5233426 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25096 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -5233570.000000 Penalty: 3224.836426
	Iteration 15Q: 3 clusters Score -5233570 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 25629 members 
Entering Unmasked Estep 
Score: -5233692.000000 Penalty: 3224.836426
	Iteration 16Q: 3 clusters Score -5233692 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 25487 members 
Entering Unmasked Estep 
Score: -5233788.000000 Penalty: 3224.836426
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 25996 members 
Mstep: Class 2 contains 24829 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 24588 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5234076 nChanged 343
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26484 members 
Mstep: Class 2 contains 24341 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5234116 nChanged 300
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Mstep: Class 1 contains 26728 members 
Mstep: Class 2 contains 24097 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5234146 nChanged 264
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Mstep: Class 1 contains 26956 members 
Mstep: Class 2 contains 23869 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5234184 nChanged 257
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Mstep: Class 1 contains 27185 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5234211 nChanged 237
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Mstep: Class 1 contains 27392 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27596 members 
Mstep: Class 2 contains 23229 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5234292 nChanged 221
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Mstep: Class 1 contains 27797 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5234324 nChanged 241
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Mstep: Class 1 contains 28018 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 28472 members 
Mstep: Class 2 contains 22353 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 28676 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 28873 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5234463 nChanged 208
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Mstep: Class 1 contains 29077 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5234494 nChanged 172
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Mstep: Class 1 contains 29428 members 
Mstep: Class 2 contains 21397 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29573 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5234530 nChanged 159
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Mstep: Class 1 contains 29732 members 
Mstep: Class 2 contains 21093 members 
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Mstep: Class 1 contains 29866 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29987 members 
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5234591 nChanged 113
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Mstep: Class 1 contains 30100 members 
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Mstep: Class 1 contains 30203 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 30309 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 30900 members 
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Mstep: Class 1 contains 30968 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 31035 members 
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Mstep: Class 1 contains 31097 members 
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Mstep: Class 1 contains 31162 members 
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Mstep: Class 1 contains 31223 members 
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Mstep: Class 1 contains 31298 members 
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	Iteration 56Q: 3 clusters Score -5234668 nChanged 71
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Mstep: Class 1 contains 31369 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 31541 members 
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	Iteration 60F: 3 clusters Score -5234698 nChanged 62
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Mstep: Class 1 contains 31603 members 
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	Iteration 66Q: 3 clusters Score -5234722 nChanged 46
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	Iteration 67Q: 3 clusters Score -5234732 nChanged 39
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	Iteration 68Q: 3 clusters Score -5234735 nChanged 41
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	Iteration 69Q: 3 clusters Score -5234743 nChanged 47
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	Iteration 70Q: 3 clusters Score -5234739 nChanged 47
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	Iteration 75Q: 3 clusters Score -5234768 nChanged 34
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	Iteration 76Q: 3 clusters Score -5234771 nChanged 32
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	Iteration 78Q: 3 clusters Score -5234776 nChanged 27
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	Iteration 79Q: 3 clusters Score -5234768 nChanged 24
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5234778 nChanged 27
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	Iteration 81Q: 3 clusters Score -5234781 nChanged 29
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	Iteration 83Q: 3 clusters Score -5234778 nChanged 26
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	Iteration 86Q: 3 clusters Score -5234770 nChanged 12
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	Iteration 88Q: 3 clusters Score -5234769 nChanged 12
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	Iteration 89Q: 3 clusters Score -5234776 nChanged 12
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	Iteration 93Q: 3 clusters Score -5234789 nChanged 11
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	Iteration 94Q: 3 clusters Score -5234785 nChanged 10
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	Iteration 95Q: 3 clusters Score -5234783 nChanged 9
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	Iteration 97Q: 3 clusters Score -5234775 nChanged 12
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	Iteration 98Q: 3 clusters Score -5234778 nChanged 13
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Mstep: Class 1 contains 32728 members 
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	Iteration 100F: 3 clusters Score -5234782 nChanged 16
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	Iteration 101Q: 3 clusters Score -5234787 nChanged 20
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	Iteration 102Q: 3 clusters Score -5234776 nChanged 18
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	Iteration 103Q: 3 clusters Score -5234774 nChanged 17
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	Iteration 105Q: 3 clusters Score -5234785 nChanged 20
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	Iteration 106Q: 3 clusters Score -5234787 nChanged 20
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	Iteration 107Q: 3 clusters Score -5234784 nChanged 20
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	Iteration 109Q: 3 clusters Score -5234792 nChanged 16
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	Iteration 110Q: 3 clusters Score -5234796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32912 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -5234804.500000 Penalty: 3224.836426
	Iteration 111Q: 3 clusters Score -5234804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32925 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -5234802.500000 Penalty: 3224.836426
	Iteration 112Q: 3 clusters Score -5234802 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32942 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -5234800.500000 Penalty: 3224.836426
	Iteration 113Q: 3 clusters Score -5234800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32949 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -5234801.000000 Penalty: 3224.836426
	Iteration 114Q: 3 clusters Score -5234801 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32959 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -5234801.000000 Penalty: 3224.836426
	Iteration 115Q: 3 clusters Score -5234801 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32971 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -5234790.500000 Penalty: 3224.836426
	Iteration 116Q: 3 clusters Score -5234790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32987 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -5234796.000000 Penalty: 3224.836426
	Iteration 117Q: 3 clusters Score -5234796 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33002 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -5234803.500000 Penalty: 3224.836426
	Iteration 118Q: 3 clusters Score -5234804 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33016 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -5234797.500000 Penalty: 3224.836426
	Iteration 119Q: 3 clusters Score -5234798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33026 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -5234801.000000 Penalty: 3224.836426
	Iteration 120F: 3 clusters Score -5234801 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33036 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -5234800.000000 Penalty: 3224.836426
	Iteration 121Q: 3 clusters Score -5234800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33047 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -5234804.000000 Penalty: 3224.836426
	Iteration 122Q: 3 clusters Score -5234804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33057 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -5234800.000000 Penalty: 3224.836426
	Iteration 123Q: 3 clusters Score -5234800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33071 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -5234792.500000 Penalty: 3224.836426
	Iteration 124Q: 3 clusters Score -5234792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33083 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -5234799.000000 Penalty: 3224.836426
	Iteration 125Q: 3 clusters Score -5234799 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33092 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -5234803.000000 Penalty: 3224.836426
	Iteration 126Q: 3 clusters Score -5234803 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33108 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -5234796.000000 Penalty: 3224.836426
	Iteration 127Q: 3 clusters Score -5234796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33124 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -5234795.000000 Penalty: 3224.836426
	Iteration 128Q: 3 clusters Score -5234795 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33150 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -5234803.500000 Penalty: 3224.836426
	Iteration 129Q: 3 clusters Score -5234804 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33179 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -5234798.000000 Penalty: 3224.836426
	Iteration 130Q: 3 clusters Score -5234798 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33197 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -5234796.500000 Penalty: 3224.836426
	Iteration 131Q: 3 clusters Score -5234796 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33219 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -5234789.000000 Penalty: 3224.836426
	Iteration 132Q: 3 clusters Score -5234789 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33237 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -5234786.500000 Penalty: 3224.836426
	Iteration 133Q: 3 clusters Score -5234786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33245 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -5234794.000000 Penalty: 3224.836426
	Iteration 134Q: 3 clusters Score -5234794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33252 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -5234799.000000 Penalty: 3224.836426
	Iteration 135Q: 3 clusters Score -5234799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33260 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -5234800.000000 Penalty: 3224.836426
	Iteration 136Q: 3 clusters Score -5234800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33267 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -5234800.500000 Penalty: 3224.836426
	Iteration 137Q: 3 clusters Score -5234800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33279 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -5234796.500000 Penalty: 3224.836426
	Iteration 138Q: 3 clusters Score -5234796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33287 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -5234797.000000 Penalty: 3224.836426
	Iteration 139Q: 3 clusters Score -5234797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33293 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -5234792.500000 Penalty: 3224.836426
	Iteration 140F: 3 clusters Score -5234792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33304 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -5234794.500000 Penalty: 3224.836426
	Iteration 141Q: 3 clusters Score -5234794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33315 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -5234796.000000 Penalty: 3224.836426
	Iteration 142Q: 3 clusters Score -5234796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33327 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -5234803.500000 Penalty: 3224.836426
	Iteration 143Q: 3 clusters Score -5234804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33340 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -5234813.000000 Penalty: 3224.836426
	Iteration 144Q: 3 clusters Score -5234813 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33348 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -5234802.500000 Penalty: 3224.836426
	Iteration 145Q: 3 clusters Score -5234802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33354 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -5234798.000000 Penalty: 3224.836426
	Iteration 146Q: 3 clusters Score -5234798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33362 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -5234799.500000 Penalty: 3224.836426
	Iteration 147Q: 3 clusters Score -5234800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33370 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -5234801.000000 Penalty: 3224.836426
	Iteration 148Q: 3 clusters Score -5234801 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33381 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -5234809.000000 Penalty: 3224.836426
	Iteration 149Q: 3 clusters Score -5234809 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33392 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -5234808.000000 Penalty: 3224.836426
	Iteration 150Q: 3 clusters Score -5234808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33398 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -5234807.500000 Penalty: 3224.836426
	Iteration 151Q: 3 clusters Score -5234808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33407 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -5234811.000000 Penalty: 3224.836426
	Iteration 152Q: 3 clusters Score -5234811 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33421 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -5234816.000000 Penalty: 3224.836426
	Iteration 153Q: 3 clusters Score -5234816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33431 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -5234818.000000 Penalty: 3224.836426
	Iteration 154Q: 3 clusters Score -5234818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33440 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -5234820.500000 Penalty: 3224.836426
	Iteration 155Q: 3 clusters Score -5234820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33447 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -5234819.000000 Penalty: 3224.836426
	Iteration 156Q: 3 clusters Score -5234819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33452 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -5234813.500000 Penalty: 3224.836426
	Iteration 157Q: 3 clusters Score -5234814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33461 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -5234816.000000 Penalty: 3224.836426
	Iteration 158Q: 3 clusters Score -5234816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33464 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -5234817.000000 Penalty: 3224.836426
	Iteration 159Q: 3 clusters Score -5234817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33468 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -5234814.500000 Penalty: 3224.836426
	Iteration 160F: 3 clusters Score -5234814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33472 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -5234814.500000 Penalty: 3224.836426
	Iteration 161Q: 3 clusters Score -5234814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33476 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -5234813.000000 Penalty: 3224.836426
	Iteration 162Q: 3 clusters Score -5234813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33480 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -5234817.000000 Penalty: 3224.836426
	Iteration 163Q: 3 clusters Score -5234817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33486 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -5234811.500000 Penalty: 3224.836426
	Iteration 164Q: 3 clusters Score -5234812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33488 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -5234812.500000 Penalty: 3224.836426
	Iteration 165Q: 3 clusters Score -5234812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33491 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -5234815.000000 Penalty: 3224.836426
	Iteration 166Q: 3 clusters Score -5234815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33495 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -5234817.500000 Penalty: 3224.836426
	Iteration 167Q: 3 clusters Score -5234818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33499 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -5234816.500000 Penalty: 3224.836426
	Iteration 168Q: 3 clusters Score -5234816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33504 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -5234821.500000 Penalty: 3224.836426
	Iteration 169Q: 3 clusters Score -5234822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33509 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -5234819.500000 Penalty: 3224.836426
	Iteration 170Q: 3 clusters Score -5234820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33511 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -5234821.000000 Penalty: 3224.836426
	Iteration 171Q: 3 clusters Score -5234821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33511 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -5234821.000000 Penalty: 3224.836426
	Iteration 172F: 3 clusters Score -5234821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 78356 members 
Mstep: Class 3 contains 22624 members 
Mstep: Class 4 contains 18768 members 
Mstep: Class 5 contains 71413 members 
Mstep: Class 6 contains 95952 members 
Mstep: Class 7 contains 90387 members 
Mstep: Class 8 contains 42012 members 
Mstep: Class 9 contains 22182 members 
Mstep: Class 10 contains 26599 members 
Mstep: Class 11 contains 50473 members 
Mstep: Class 12 contains 4724 members 
Mstep: Class 13 contains 12707 members 
Mstep: Class 14 contains 3115 members 
Mstep: Class 15 contains 10340 members 
Mstep: Class 16 contains 33511 members 
Mstep: Class 17 contains 29096 members 
Mstep: Class 18 contains 32406 members 
Mstep: Class 19 contains 16905 members 
Mstep: Class 20 contains 84285 members 
Mstep: Class 21 contains 12763 members 
Mstep: Class 22 contains 21496 members 
Mstep: Class 23 contains 9605 members 
Mstep: Class 24 contains 47968 members 
Mstep: Class 25 contains 5630 members 
Mstep: Class 26 contains 7535 members 
Mstep: Class 27 contains 17314 members 
Entering Unmasked Estep 
Score: -87828896.000000 Penalty: 55081.046875
Splitting cluster 16 changes total score from -87741048.000000 to -87828896.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 17 (29096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29096 members 
Entering Unmasked Estep 
Score: -2969973.000000 Penalty: 1529.419312
	Iteration 0F: 2 clusters Score -2969973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -2950997.500000 Penalty: 3058.838623
	Iteration 0F: 3 clusters Score -2950998 nChanged 13069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -2958314.250000 Penalty: 3058.838623
	Iteration 1F: 3 clusters Score -2958314 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -2959194.500000 Penalty: 3058.838623
	Iteration 2F: 3 clusters Score -2959194 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -2960853.500000 Penalty: 3058.838623
	Iteration 3F: 3 clusters Score -2960854 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -2964009.000000 Penalty: 3058.838623
	Iteration 4F: 3 clusters Score -2964009 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -2968914.000000 Penalty: 3058.838623
	Iteration 5F: 3 clusters Score -2968914 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -2977235.500000 Penalty: 3058.838623
	Iteration 6F: 3 clusters Score -2977236 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -2982331.750000 Penalty: 3058.838623
	Iteration 7F: 3 clusters Score -2982332 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -2984119.500000 Penalty: 3058.838623
	Iteration 8Q: 3 clusters Score -2984120 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -2985290.750000 Penalty: 3058.838623
	Iteration 9Q: 3 clusters Score -2985291 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -2986064.500000 Penalty: 3058.838623
	Iteration 10Q: 3 clusters Score -2986064 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -2986405.750000 Penalty: 3058.838623
	Iteration 11Q: 3 clusters Score -2986406 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -2986480.750000 Penalty: 3058.838623
	Iteration 12Q: 3 clusters Score -2986481 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -2986508.500000 Penalty: 3058.838623
	Iteration 13Q: 3 clusters Score -2986508 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -2986517.750000 Penalty: 3058.838623
	Iteration 14Q: 3 clusters Score -2986518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -2986517.500000 Penalty: 3058.838623
	Iteration 15Q: 3 clusters Score -2986518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -2986516.250000 Penalty: 3058.838623
	Iteration 16Q: 3 clusters Score -2986516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -2986518.750000 Penalty: 3058.838623
	Iteration 17Q: 3 clusters Score -2986519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -2986518.750000 Penalty: 3058.838623
	Iteration 18F: 3 clusters Score -2986519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 78356 members 
Mstep: Class 3 contains 22624 members 
Mstep: Class 4 contains 18768 members 
Mstep: Class 5 contains 71413 members 
Mstep: Class 6 contains 95952 members 
Mstep: Class 7 contains 90387 members 
Mstep: Class 8 contains 42012 members 
Mstep: Class 9 contains 22182 members 
Mstep: Class 10 contains 26599 members 
Mstep: Class 11 contains 50473 members 
Mstep: Class 12 contains 4724 members 
Mstep: Class 13 contains 12707 members 
Mstep: Class 14 contains 3115 members 
Mstep: Class 15 contains 10340 members 
Mstep: Class 16 contains 33511 members 
Mstep: Class 17 contains 21865 members 
Mstep: Class 18 contains 32406 members 
Mstep: Class 19 contains 16905 members 
Mstep: Class 20 contains 84285 members 
Mstep: Class 21 contains 12763 members 
Mstep: Class 22 contains 21496 members 
Mstep: Class 23 contains 9605 members 
Mstep: Class 24 contains 47968 members 
Mstep: Class 25 contains 5630 members 
Mstep: Class 26 contains 7535 members 
Mstep: Class 27 contains 17314 members 
Mstep: Class 28 contains 7231 members 
Entering Unmasked Estep 
Score: -87844488.000000 Penalty: 57121.089844
Splitting cluster 17 changes total score from -87741048.000000 to -87844488.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 18 (32406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32406 members 
Entering Unmasked Estep 
Score: -3133942.000000 Penalty: 1545.451538
	Iteration 0F: 2 clusters Score -3133942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -3112797.250000 Penalty: 3090.903076
	Iteration 0F: 3 clusters Score -3112797 nChanged 14761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -3121115.750000 Penalty: 3090.903076
	Iteration 1F: 3 clusters Score -3121116 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -3121855 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -3122703.000000 Penalty: 3090.903076
	Iteration 3F: 3 clusters Score -3122703 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -3123749.500000 Penalty: 3090.903076
	Iteration 4F: 3 clusters Score -3123750 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -3125041.250000 Penalty: 3090.903076
	Iteration 5F: 3 clusters Score -3125041 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -3126532.250000 Penalty: 3090.903076
	Iteration 6F: 3 clusters Score -3126532 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -3128094.250000 Penalty: 3090.903076
	Iteration 7F: 3 clusters Score -3128094 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -3129364 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -3130278.000000 Penalty: 3090.903076
	Iteration 9Q: 3 clusters Score -3130278 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -3130861.500000 Penalty: 3090.903076
	Iteration 10Q: 3 clusters Score -3130862 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -3131308.000000 Penalty: 3090.903076
	Iteration 11Q: 3 clusters Score -3131308 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -3131601.250000 Penalty: 3090.903076
	Iteration 12Q: 3 clusters Score -3131601 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -3131860.500000 Penalty: 3090.903076
	Iteration 13Q: 3 clusters Score -3131860 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -3132117.500000 Penalty: 3090.903076
	Iteration 14Q: 3 clusters Score -3132118 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -3132367.000000 Penalty: 3090.903076
	Iteration 15Q: 3 clusters Score -3132367 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -3132560.750000 Penalty: 3090.903076
	Iteration 16Q: 3 clusters Score -3132561 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -3132762.000000 Penalty: 3090.903076
	Iteration 17Q: 3 clusters Score -3132762 nChanged 487
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -3132924.500000 Penalty: 3090.903076
	Iteration 18Q: 3 clusters Score -3132924 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -3133092.250000 Penalty: 3090.903076
	Iteration 19Q: 3 clusters Score -3133092 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -3133206.250000 Penalty: 3090.903076
	Iteration 20F: 3 clusters Score -3133206 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -3133315.250000 Penalty: 3090.903076
	Iteration 21Q: 3 clusters Score -3133315 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -3133408.500000 Penalty: 3090.903076
	Iteration 22Q: 3 clusters Score -3133408 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -3133465.750000 Penalty: 3090.903076
	Iteration 23Q: 3 clusters Score -3133466 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -3133526.250000 Penalty: 3090.903076
	Iteration 24Q: 3 clusters Score -3133526 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20921 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -3133547.250000 Penalty: 3090.903076
	Iteration 25Q: 3 clusters Score -3133547 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -3133586.000000 Penalty: 3090.903076
	Iteration 26Q: 3 clusters Score -3133586 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -3133629.750000 Penalty: 3090.903076
	Iteration 27Q: 3 clusters Score -3133630 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -3133657.250000 Penalty: 3090.903076
	Iteration 28Q: 3 clusters Score -3133657 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -3133680.250000 Penalty: 3090.903076
	Iteration 29Q: 3 clusters Score -3133680 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -3133708.250000 Penalty: 3090.903076
	Iteration 30Q: 3 clusters Score -3133708 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -3133726.250000 Penalty: 3090.903076
	Iteration 31Q: 3 clusters Score -3133726 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -3133748.250000 Penalty: 3090.903076
	Iteration 32Q: 3 clusters Score -3133748 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -3133759.750000 Penalty: 3090.903076
	Iteration 33Q: 3 clusters Score -3133760 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -3133789.750000 Penalty: 3090.903076
	Iteration 34Q: 3 clusters Score -3133790 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -3133805.250000 Penalty: 3090.903076
	Iteration 35Q: 3 clusters Score -3133805 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -3133824.750000 Penalty: 3090.903076
	Iteration 36Q: 3 clusters Score -3133825 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3133848 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22916 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -3133874.500000 Penalty: 3090.903076
	Iteration 38Q: 3 clusters Score -3133874 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -3133890 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -3133900.750000 Penalty: 3090.903076
	Iteration 40F: 3 clusters Score -3133901 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -3133939.000000 Penalty: 3090.903076
	Iteration 41Q: 3 clusters Score -3133939 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3133959 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3133970 nChanged 106
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23596 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -3134004.000000 Penalty: 3090.903076
	Iteration 44Q: 3 clusters Score -3134004 nChanged 98
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -3134006.000000 Penalty: 3090.903076
	Iteration 45Q: 3 clusters Score -3134006 nChanged 94
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -3134011.750000 Penalty: 3090.903076
	Iteration 46Q: 3 clusters Score -3134012 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -3134031.750000 Penalty: 3090.903076
	Iteration 47Q: 3 clusters Score -3134032 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -3134045.250000 Penalty: 3090.903076
	Iteration 48Q: 3 clusters Score -3134045 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -3134057.750000 Penalty: 3090.903076
	Iteration 49Q: 3 clusters Score -3134058 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24053 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -3134055.750000 Penalty: 3090.903076
	Iteration 50Q: 3 clusters Score -3134056 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -3134051.250000 Penalty: 3090.903076
	Iteration 51Q: 3 clusters Score -3134051 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24154 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -3134062.500000 Penalty: 3090.903076
	Iteration 52Q: 3 clusters Score -3134062 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -3134069.500000 Penalty: 3090.903076
	Iteration 53Q: 3 clusters Score -3134070 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24240 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -3134071.750000 Penalty: 3090.903076
	Iteration 54Q: 3 clusters Score -3134072 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -3134076.250000 Penalty: 3090.903076
	Iteration 55Q: 3 clusters Score -3134076 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24307 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3134076 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3134071 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -3134073.500000 Penalty: 3090.903076
	Iteration 58Q: 3 clusters Score -3134074 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -3134084.250000 Penalty: 3090.903076
	Iteration 59Q: 3 clusters Score -3134084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -3134080.750000 Penalty: 3090.903076
	Iteration 60F: 3 clusters Score -3134081 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24405 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -3134081.250000 Penalty: 3090.903076
	Iteration 61Q: 3 clusters Score -3134081 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -3134082.000000 Penalty: 3090.903076
	Iteration 62Q: 3 clusters Score -3134082 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3134082 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -3134081.250000 Penalty: 3090.903076
	Iteration 64Q: 3 clusters Score -3134081 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -3134077.000000 Penalty: 3090.903076
	Iteration 65Q: 3 clusters Score -3134077 nChanged 19
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Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3134082 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -3134088.250000 Penalty: 3090.903076
	Iteration 67Q: 3 clusters Score -3134088 nChanged 24
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Mstep: Class 1 contains 24530 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -3134085.000000 Penalty: 3090.903076
	Iteration 68Q: 3 clusters Score -3134085 nChanged 19
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Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -3134091.000000 Penalty: 3090.903076
	Iteration 69Q: 3 clusters Score -3134091 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24569 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -3134106.500000 Penalty: 3090.903076
	Iteration 70Q: 3 clusters Score -3134106 nChanged 23
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Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3134107 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -3134111.500000 Penalty: 3090.903076
	Iteration 72Q: 3 clusters Score -3134112 nChanged 27
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -3134113.500000 Penalty: 3090.903076
	Iteration 73Q: 3 clusters Score -3134114 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24684 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -3134124.250000 Penalty: 3090.903076
	Iteration 74Q: 3 clusters Score -3134124 nChanged 37
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Mstep: Class 1 contains 24721 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3134127 nChanged 40
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Mstep: Class 1 contains 24757 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -3134131.750000 Penalty: 3090.903076
	Iteration 76Q: 3 clusters Score -3134132 nChanged 47
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Mstep: Class 1 contains 24804 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -3134142.500000 Penalty: 3090.903076
	Iteration 77Q: 3 clusters Score -3134142 nChanged 40
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Mstep: Class 1 contains 24844 members 
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Entering Unmasked Estep 
Score: -3134149.250000 Penalty: 3090.903076
	Iteration 78Q: 3 clusters Score -3134149 nChanged 48
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Mstep: Class 1 contains 24890 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -3134151.500000 Penalty: 3090.903076
	Iteration 79Q: 3 clusters Score -3134152 nChanged 48
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Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -3134154.750000 Penalty: 3090.903076
	Iteration 80F: 3 clusters Score -3134155 nChanged 52
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Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3134153 nChanged 50
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Mstep: Class 1 contains 25030 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -3134159.750000 Penalty: 3090.903076
	Iteration 82Q: 3 clusters Score -3134160 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -3134164.250000 Penalty: 3090.903076
	Iteration 83Q: 3 clusters Score -3134164 nChanged 23
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Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3134154 nChanged 23
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Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -3134162.750000 Penalty: 3090.903076
	Iteration 85Q: 3 clusters Score -3134163 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25132 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3134164 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -3134168.750000 Penalty: 3090.903076
	Iteration 87Q: 3 clusters Score -3134169 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -3134170.250000 Penalty: 3090.903076
	Iteration 88Q: 3 clusters Score -3134170 nChanged 31
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Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3134178 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -3134182.500000 Penalty: 3090.903076
	Iteration 90Q: 3 clusters Score -3134182 nChanged 30
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Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -3134184.750000 Penalty: 3090.903076
	Iteration 91Q: 3 clusters Score -3134185 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25309 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -3134186.250000 Penalty: 3090.903076
	Iteration 92Q: 3 clusters Score -3134186 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25334 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -3134191.250000 Penalty: 3090.903076
	Iteration 93Q: 3 clusters Score -3134191 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25364 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -3134190.500000 Penalty: 3090.903076
	Iteration 94Q: 3 clusters Score -3134190 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25396 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -3134190.750000 Penalty: 3090.903076
	Iteration 95Q: 3 clusters Score -3134191 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25429 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -3134193.750000 Penalty: 3090.903076
	Iteration 96Q: 3 clusters Score -3134194 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25459 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -3134204.250000 Penalty: 3090.903076
	Iteration 97Q: 3 clusters Score -3134204 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25499 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -3134208.000000 Penalty: 3090.903076
	Iteration 98Q: 3 clusters Score -3134208 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -3134207.250000 Penalty: 3090.903076
	Iteration 99Q: 3 clusters Score -3134207 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25569 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -3134212.250000 Penalty: 3090.903076
	Iteration 100F: 3 clusters Score -3134212 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -3134211.000000 Penalty: 3090.903076
	Iteration 101Q: 3 clusters Score -3134211 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25620 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -3134214.250000 Penalty: 3090.903076
	Iteration 102Q: 3 clusters Score -3134214 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -3134215.000000 Penalty: 3090.903076
	Iteration 103Q: 3 clusters Score -3134215 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25664 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -3134212.250000 Penalty: 3090.903076
	Iteration 104Q: 3 clusters Score -3134212 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25679 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -3134212.250000 Penalty: 3090.903076
	Iteration 105Q: 3 clusters Score -3134212 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -3134212.250000 Penalty: 3090.903076
	Iteration 106Q: 3 clusters Score -3134212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -3134215.500000 Penalty: 3090.903076
	Iteration 107Q: 3 clusters Score -3134216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25716 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -3134210.500000 Penalty: 3090.903076
	Iteration 108Q: 3 clusters Score -3134210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25723 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -3134215.750000 Penalty: 3090.903076
	Iteration 109Q: 3 clusters Score -3134216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -3134215.750000 Penalty: 3090.903076
	Iteration 110Q: 3 clusters Score -3134216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -3134214.750000 Penalty: 3090.903076
	Iteration 111Q: 3 clusters Score -3134215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -3134212.500000 Penalty: 3090.903076
	Iteration 112Q: 3 clusters Score -3134212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25741 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -3134217.000000 Penalty: 3090.903076
	Iteration 113Q: 3 clusters Score -3134217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -3134215.500000 Penalty: 3090.903076
	Iteration 114Q: 3 clusters Score -3134216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -3134215.750000 Penalty: 3090.903076
	Iteration 115Q: 3 clusters Score -3134216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25754 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -3134222.250000 Penalty: 3090.903076
	Iteration 116Q: 3 clusters Score -3134222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -3134224.500000 Penalty: 3090.903076
	Iteration 117Q: 3 clusters Score -3134224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -3134221.750000 Penalty: 3090.903076
	Iteration 118Q: 3 clusters Score -3134222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25779 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -3134219.750000 Penalty: 3090.903076
	Iteration 119Q: 3 clusters Score -3134220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25787 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -3134229.000000 Penalty: 3090.903076
	Iteration 120F: 3 clusters Score -3134229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25792 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -3134230.500000 Penalty: 3090.903076
	Iteration 121Q: 3 clusters Score -3134230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25796 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -3134233.500000 Penalty: 3090.903076
	Iteration 122Q: 3 clusters Score -3134234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25798 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -3134231.500000 Penalty: 3090.903076
	Iteration 123Q: 3 clusters Score -3134232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -3134232.750000 Penalty: 3090.903076
	Iteration 124Q: 3 clusters Score -3134233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25801 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -3134233.500000 Penalty: 3090.903076
	Iteration 125Q: 3 clusters Score -3134234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25803 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -3134229.750000 Penalty: 3090.903076
	Iteration 126Q: 3 clusters Score -3134230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -3134226.750000 Penalty: 3090.903076
	Iteration 127Q: 3 clusters Score -3134227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25818 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -3134224.250000 Penalty: 3090.903076
	Iteration 128Q: 3 clusters Score -3134224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25822 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -3134222.750000 Penalty: 3090.903076
	Iteration 129Q: 3 clusters Score -3134223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -3134222.250000 Penalty: 3090.903076
	Iteration 130Q: 3 clusters Score -3134222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25826 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -3134222.250000 Penalty: 3090.903076
	Iteration 131Q: 3 clusters Score -3134222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -3134223.000000 Penalty: 3090.903076
	Iteration 132Q: 3 clusters Score -3134223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -3134223.000000 Penalty: 3090.903076
	Iteration 133F: 3 clusters Score -3134223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 78356 members 
Mstep: Class 3 contains 22624 members 
Mstep: Class 4 contains 18768 members 
Mstep: Class 5 contains 71413 members 
Mstep: Class 6 contains 95952 members 
Mstep: Class 7 contains 90387 members 
Mstep: Class 8 contains 42012 members 
Mstep: Class 9 contains 22182 members 
Mstep: Class 10 contains 26599 members 
Mstep: Class 11 contains 50473 members 
Mstep: Class 12 contains 4724 members 
Mstep: Class 13 contains 12707 members 
Mstep: Class 14 contains 3115 members 
Mstep: Class 15 contains 10340 members 
Mstep: Class 16 contains 33511 members 
Mstep: Class 17 contains 21865 members 
Mstep: Class 18 contains 25827 members 
Mstep: Class 19 contains 16905 members 
Mstep: Class 20 contains 84285 members 
Mstep: Class 21 contains 12763 members 
Mstep: Class 22 contains 21496 members 
Mstep: Class 23 contains 9605 members 
Mstep: Class 24 contains 47968 members 
Mstep: Class 25 contains 5630 members 
Mstep: Class 26 contains 7535 members 
Mstep: Class 27 contains 17314 members 
Mstep: Class 28 contains 7231 members 
Mstep: Class 29 contains 6579 members 
Entering Unmasked Estep 
Score: -87844608.000000 Penalty: 59161.128906
Splitting cluster 18 changes total score from -87741048.000000 to -87844608.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 20 (84285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84285 members 
Entering Unmasked Estep 
Score: -8580157.000000 Penalty: 1687.683594
	Iteration 0F: 2 clusters Score -8580157 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42000 members 
Mstep: Class 2 contains 42285 members 
Entering Unmasked Estep 
Score: -8524823.000000 Penalty: 3375.367188
	Iteration 0F: 3 clusters Score -8524823 nChanged 39750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41718 members 
Mstep: Class 2 contains 42567 members 
Entering Unmasked Estep 
Score: -8549934.000000 Penalty: 3375.367188
	Iteration 1F: 3 clusters Score -8549934 nChanged 6037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42253 members 
Mstep: Class 2 contains 42032 members 
Entering Unmasked Estep 
Score: -8559561.000000 Penalty: 3375.367188
	Iteration 2F: 3 clusters Score -8559561 nChanged 9057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45202 members 
Mstep: Class 2 contains 39083 members 
Entering Unmasked Estep 
Score: -8575184.000000 Penalty: 3375.367188
	Iteration 3F: 3 clusters Score -8575184 nChanged 10131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50861 members 
Mstep: Class 2 contains 33424 members 
Entering Unmasked Estep 
Score: -8585310.000000 Penalty: 3375.367188
	Iteration 4F: 3 clusters Score -8585310 nChanged 7224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55515 members 
Mstep: Class 2 contains 28770 members 
Entering Unmasked Estep 
Score: -8592615.000000 Penalty: 3375.367188
	Iteration 5F: 3 clusters Score -8592615 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58302 members 
Mstep: Class 2 contains 25983 members 
Entering Unmasked Estep 
Score: -8597186.000000 Penalty: 3375.367188
	Iteration 6F: 3 clusters Score -8597186 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59868 members 
Mstep: Class 2 contains 24417 members 
Entering Unmasked Estep 
Score: -8600122.000000 Penalty: 3375.367188
	Iteration 7Q: 3 clusters Score -8600122 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60738 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -8601772.000000 Penalty: 3375.367188
	Iteration 8Q: 3 clusters Score -8601772 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61221 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -8602705.000000 Penalty: 3375.367188
	Iteration 9Q: 3 clusters Score -8602705 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61464 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -8603284.000000 Penalty: 3375.367188
	Iteration 10Q: 3 clusters Score -8603284 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61473 members 
Mstep: Class 2 contains 22812 members 
Entering Unmasked Estep 
Score: -8603604.000000 Penalty: 3375.367188
	Iteration 11Q: 3 clusters Score -8603604 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61352 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -8603814.000000 Penalty: 3375.367188
	Iteration 12Q: 3 clusters Score -8603814 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61169 members 
Mstep: Class 2 contains 23116 members 
Entering Unmasked Estep 
Score: -8603948.000000 Penalty: 3375.367188
	Iteration 13Q: 3 clusters Score -8603948 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60891 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -8604040.000000 Penalty: 3375.367188
	Iteration 14Q: 3 clusters Score -8604040 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60565 members 
Mstep: Class 2 contains 23720 members 
Entering Unmasked Estep 
Score: -8604177.000000 Penalty: 3375.367188
	Iteration 15Q: 3 clusters Score -8604177 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60188 members 
Mstep: Class 2 contains 24097 members 
Entering Unmasked Estep 
Score: -8604271.000000 Penalty: 3375.367188
	Iteration 16Q: 3 clusters Score -8604271 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59815 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -8604339.000000 Penalty: 3375.367188
	Iteration 17Q: 3 clusters Score -8604339 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59480 members 
Mstep: Class 2 contains 24805 members 
Entering Unmasked Estep 
Score: -8604423.000000 Penalty: 3375.367188
	Iteration 18Q: 3 clusters Score -8604423 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59159 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
Score: -8604477.000000 Penalty: 3375.367188
	Iteration 19Q: 3 clusters Score -8604477 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58854 members 
Mstep: Class 2 contains 25431 members 
Entering Unmasked Estep 
Score: -8604523.000000 Penalty: 3375.367188
	Iteration 20F: 3 clusters Score -8604523 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58584 members 
Mstep: Class 2 contains 25701 members 
Entering Unmasked Estep 
Score: -8604560.000000 Penalty: 3375.367188
	Iteration 21Q: 3 clusters Score -8604560 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58321 members 
Mstep: Class 2 contains 25964 members 
Entering Unmasked Estep 
Score: -8604619.000000 Penalty: 3375.367188
	Iteration 22Q: 3 clusters Score -8604619 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58077 members 
Mstep: Class 2 contains 26208 members 
Entering Unmasked Estep 
Score: -8604689.000000 Penalty: 3375.367188
	Iteration 23Q: 3 clusters Score -8604689 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57847 members 
Mstep: Class 2 contains 26438 members 
Entering Unmasked Estep 
Score: -8604710.000000 Penalty: 3375.367188
	Iteration 24Q: 3 clusters Score -8604710 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57625 members 
Mstep: Class 2 contains 26660 members 
Entering Unmasked Estep 
Score: -8604741.000000 Penalty: 3375.367188
	Iteration 25Q: 3 clusters Score -8604741 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57391 members 
Mstep: Class 2 contains 26894 members 
Entering Unmasked Estep 
Score: -8604755.000000 Penalty: 3375.367188
	Iteration 26Q: 3 clusters Score -8604755 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57170 members 
Mstep: Class 2 contains 27115 members 
Entering Unmasked Estep 
Score: -8604759.000000 Penalty: 3375.367188
	Iteration 27Q: 3 clusters Score -8604759 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56970 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -8604790.000000 Penalty: 3375.367188
	Iteration 28Q: 3 clusters Score -8604790 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56776 members 
Mstep: Class 2 contains 27509 members 
Entering Unmasked Estep 
Score: -8604808.000000 Penalty: 3375.367188
	Iteration 29Q: 3 clusters Score -8604808 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56596 members 
Mstep: Class 2 contains 27689 members 
Entering Unmasked Estep 
Score: -8604833.000000 Penalty: 3375.367188
	Iteration 30Q: 3 clusters Score -8604833 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56421 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
Score: -8604840.000000 Penalty: 3375.367188
	Iteration 31Q: 3 clusters Score -8604840 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56273 members 
Mstep: Class 2 contains 28012 members 
Entering Unmasked Estep 
Score: -8604853.000000 Penalty: 3375.367188
	Iteration 32Q: 3 clusters Score -8604853 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56129 members 
Mstep: Class 2 contains 28156 members 
Entering Unmasked Estep 
Score: -8604873.000000 Penalty: 3375.367188
	Iteration 33Q: 3 clusters Score -8604873 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56002 members 
Mstep: Class 2 contains 28283 members 
Entering Unmasked Estep 
Score: -8604879.000000 Penalty: 3375.367188
	Iteration 34Q: 3 clusters Score -8604879 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55871 members 
Mstep: Class 2 contains 28414 members 
Entering Unmasked Estep 
Score: -8604882.000000 Penalty: 3375.367188
	Iteration 35Q: 3 clusters Score -8604882 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55758 members 
Mstep: Class 2 contains 28527 members 
Entering Unmasked Estep 
Score: -8604884.000000 Penalty: 3375.367188
	Iteration 36Q: 3 clusters Score -8604884 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55644 members 
Mstep: Class 2 contains 28641 members 
Entering Unmasked Estep 
Score: -8604886.000000 Penalty: 3375.367188
	Iteration 37Q: 3 clusters Score -8604886 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55545 members 
Mstep: Class 2 contains 28740 members 
Entering Unmasked Estep 
Score: -8604889.000000 Penalty: 3375.367188
	Iteration 38Q: 3 clusters Score -8604889 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55457 members 
Mstep: Class 2 contains 28828 members 
Entering Unmasked Estep 
Score: -8604881.000000 Penalty: 3375.367188
	Iteration 39Q: 3 clusters Score -8604881 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55367 members 
Mstep: Class 2 contains 28918 members 
Entering Unmasked Estep 
Score: -8604881.000000 Penalty: 3375.367188
	Iteration 40F: 3 clusters Score -8604881 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55275 members 
Mstep: Class 2 contains 29010 members 
Entering Unmasked Estep 
Score: -8604878.000000 Penalty: 3375.367188
	Iteration 41Q: 3 clusters Score -8604878 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55178 members 
Mstep: Class 2 contains 29107 members 
Entering Unmasked Estep 
Score: -8604895.000000 Penalty: 3375.367188
	Iteration 42Q: 3 clusters Score -8604895 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55099 members 
Mstep: Class 2 contains 29186 members 
Entering Unmasked Estep 
Score: -8604911.000000 Penalty: 3375.367188
	Iteration 43Q: 3 clusters Score -8604911 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55026 members 
Mstep: Class 2 contains 29259 members 
Entering Unmasked Estep 
Score: -8604909.000000 Penalty: 3375.367188
	Iteration 44Q: 3 clusters Score -8604909 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54953 members 
Mstep: Class 2 contains 29332 members 
Entering Unmasked Estep 
Score: -8604920.000000 Penalty: 3375.367188
	Iteration 45Q: 3 clusters Score -8604920 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54885 members 
Mstep: Class 2 contains 29400 members 
Entering Unmasked Estep 
Score: -8604944.000000 Penalty: 3375.367188
	Iteration 46Q: 3 clusters Score -8604944 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54710 members 
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Mstep: Class 1 contains 54618 members 
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Mstep: Class 1 contains 54370 members 
Mstep: Class 2 contains 29915 members 
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Mstep: Class 1 contains 54278 members 
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Mstep: Class 1 contains 54054 members 
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Mstep: Class 1 contains 53936 members 
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Mstep: Class 1 contains 53556 members 
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Mstep: Class 1 contains 53352 members 
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	Iteration 69Q: 3 clusters Score -8605019 nChanged 123
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	Iteration 111Q: 3 clusters Score -8605141 nChanged 74
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	Iteration 112Q: 3 clusters Score -8605157 nChanged 59
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	Iteration 128Q: 3 clusters Score -8605231 nChanged 83
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	Iteration 133Q: 3 clusters Score -8605288 nChanged 95
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	Iteration 135Q: 3 clusters Score -8605292 nChanged 89
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	Iteration 137Q: 3 clusters Score -8605344 nChanged 100
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	Iteration 138Q: 3 clusters Score -8605328 nChanged 85
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	Iteration 139Q: 3 clusters Score -8605326 nChanged 84
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	Iteration 140F: 3 clusters Score -8605338 nChanged 82
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Score: -8605345.000000 Penalty: 3375.367188
	Iteration 141Q: 3 clusters Score -8605345 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47777 members 
Mstep: Class 2 contains 36508 members 
Entering Unmasked Estep 
Score: -8605367.000000 Penalty: 3375.367188
	Iteration 142Q: 3 clusters Score -8605367 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47693 members 
Mstep: Class 2 contains 36592 members 
Entering Unmasked Estep 
Score: -8605361.000000 Penalty: 3375.367188
	Iteration 143Q: 3 clusters Score -8605361 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47608 members 
Mstep: Class 2 contains 36677 members 
Entering Unmasked Estep 
Score: -8605374.000000 Penalty: 3375.367188
	Iteration 144Q: 3 clusters Score -8605374 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47519 members 
Mstep: Class 2 contains 36766 members 
Entering Unmasked Estep 
Score: -8605372.000000 Penalty: 3375.367188
	Iteration 145Q: 3 clusters Score -8605372 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47430 members 
Mstep: Class 2 contains 36855 members 
Entering Unmasked Estep 
Score: -8605399.000000 Penalty: 3375.367188
	Iteration 146Q: 3 clusters Score -8605399 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47352 members 
Mstep: Class 2 contains 36933 members 
Entering Unmasked Estep 
Score: -8605417.000000 Penalty: 3375.367188
	Iteration 147Q: 3 clusters Score -8605417 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47281 members 
Mstep: Class 2 contains 37004 members 
Entering Unmasked Estep 
Score: -8605419.000000 Penalty: 3375.367188
	Iteration 148Q: 3 clusters Score -8605419 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47212 members 
Mstep: Class 2 contains 37073 members 
Entering Unmasked Estep 
Score: -8605428.000000 Penalty: 3375.367188
	Iteration 149Q: 3 clusters Score -8605428 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47156 members 
Mstep: Class 2 contains 37129 members 
Entering Unmasked Estep 
Score: -8605429.000000 Penalty: 3375.367188
	Iteration 150Q: 3 clusters Score -8605429 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47112 members 
Mstep: Class 2 contains 37173 members 
Entering Unmasked Estep 
Score: -8605429.000000 Penalty: 3375.367188
	Iteration 151Q: 3 clusters Score -8605429 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47075 members 
Mstep: Class 2 contains 37210 members 
Entering Unmasked Estep 
Score: -8605422.000000 Penalty: 3375.367188
	Iteration 152Q: 3 clusters Score -8605422 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47042 members 
Mstep: Class 2 contains 37243 members 
Entering Unmasked Estep 
Score: -8605422.000000 Penalty: 3375.367188
	Iteration 153Q: 3 clusters Score -8605422 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47015 members 
Mstep: Class 2 contains 37270 members 
Entering Unmasked Estep 
Score: -8605409.000000 Penalty: 3375.367188
	Iteration 154Q: 3 clusters Score -8605409 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46994 members 
Mstep: Class 2 contains 37291 members 
Entering Unmasked Estep 
Score: -8605414.000000 Penalty: 3375.367188
	Iteration 155Q: 3 clusters Score -8605414 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46969 members 
Mstep: Class 2 contains 37316 members 
Entering Unmasked Estep 
Score: -8605421.000000 Penalty: 3375.367188
	Iteration 156Q: 3 clusters Score -8605421 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46944 members 
Mstep: Class 2 contains 37341 members 
Entering Unmasked Estep 
Score: -8605432.000000 Penalty: 3375.367188
	Iteration 157Q: 3 clusters Score -8605432 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46921 members 
Mstep: Class 2 contains 37364 members 
Entering Unmasked Estep 
Score: -8605422.000000 Penalty: 3375.367188
	Iteration 158Q: 3 clusters Score -8605422 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46898 members 
Mstep: Class 2 contains 37387 members 
Entering Unmasked Estep 
Score: -8605420.000000 Penalty: 3375.367188
	Iteration 159Q: 3 clusters Score -8605420 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46874 members 
Mstep: Class 2 contains 37411 members 
Entering Unmasked Estep 
Score: -8605414.000000 Penalty: 3375.367188
	Iteration 160F: 3 clusters Score -8605414 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46839 members 
Mstep: Class 2 contains 37446 members 
Entering Unmasked Estep 
Score: -8605424.000000 Penalty: 3375.367188
	Iteration 161Q: 3 clusters Score -8605424 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46806 members 
Mstep: Class 2 contains 37479 members 
Entering Unmasked Estep 
Score: -8605426.000000 Penalty: 3375.367188
	Iteration 162Q: 3 clusters Score -8605426 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46777 members 
Mstep: Class 2 contains 37508 members 
Entering Unmasked Estep 
Score: -8605433.000000 Penalty: 3375.367188
	Iteration 163Q: 3 clusters Score -8605433 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46756 members 
Mstep: Class 2 contains 37529 members 
Entering Unmasked Estep 
Score: -8605427.000000 Penalty: 3375.367188
	Iteration 164Q: 3 clusters Score -8605427 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46731 members 
Mstep: Class 2 contains 37554 members 
Entering Unmasked Estep 
Score: -8605430.000000 Penalty: 3375.367188
	Iteration 165Q: 3 clusters Score -8605430 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46713 members 
Mstep: Class 2 contains 37572 members 
Entering Unmasked Estep 
Score: -8605424.000000 Penalty: 3375.367188
	Iteration 166Q: 3 clusters Score -8605424 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46690 members 
Mstep: Class 2 contains 37595 members 
Entering Unmasked Estep 
Score: -8605428.000000 Penalty: 3375.367188
	Iteration 167Q: 3 clusters Score -8605428 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46662 members 
Mstep: Class 2 contains 37623 members 
Entering Unmasked Estep 
Score: -8605428.000000 Penalty: 3375.367188
	Iteration 168Q: 3 clusters Score -8605428 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46636 members 
Mstep: Class 2 contains 37649 members 
Entering Unmasked Estep 
Score: -8605442.000000 Penalty: 3375.367188
	Iteration 169Q: 3 clusters Score -8605442 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46609 members 
Mstep: Class 2 contains 37676 members 
Entering Unmasked Estep 
Score: -8605436.000000 Penalty: 3375.367188
	Iteration 170Q: 3 clusters Score -8605436 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46578 members 
Mstep: Class 2 contains 37707 members 
Entering Unmasked Estep 
Score: -8605434.000000 Penalty: 3375.367188
	Iteration 171Q: 3 clusters Score -8605434 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46554 members 
Mstep: Class 2 contains 37731 members 
Entering Unmasked Estep 
Score: -8605458.000000 Penalty: 3375.367188
	Iteration 172Q: 3 clusters Score -8605458 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46529 members 
Mstep: Class 2 contains 37756 members 
Entering Unmasked Estep 
Score: -8605448.000000 Penalty: 3375.367188
	Iteration 173Q: 3 clusters Score -8605448 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46508 members 
Mstep: Class 2 contains 37777 members 
Entering Unmasked Estep 
Score: -8605430.000000 Penalty: 3375.367188
	Iteration 174Q: 3 clusters Score -8605430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46494 members 
Mstep: Class 2 contains 37791 members 
Entering Unmasked Estep 
Score: -8605442.000000 Penalty: 3375.367188
	Iteration 175Q: 3 clusters Score -8605442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46476 members 
Mstep: Class 2 contains 37809 members 
Entering Unmasked Estep 
Score: -8605443.000000 Penalty: 3375.367188
	Iteration 176Q: 3 clusters Score -8605443 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46462 members 
Mstep: Class 2 contains 37823 members 
Entering Unmasked Estep 
Score: -8605438.000000 Penalty: 3375.367188
	Iteration 177Q: 3 clusters Score -8605438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46453 members 
Mstep: Class 2 contains 37832 members 
Entering Unmasked Estep 
Score: -8605437.000000 Penalty: 3375.367188
	Iteration 178Q: 3 clusters Score -8605437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46444 members 
Mstep: Class 2 contains 37841 members 
Entering Unmasked Estep 
Score: -8605438.000000 Penalty: 3375.367188
	Iteration 179Q: 3 clusters Score -8605438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46436 members 
Mstep: Class 2 contains 37849 members 
Entering Unmasked Estep 
Score: -8605446.000000 Penalty: 3375.367188
	Iteration 180F: 3 clusters Score -8605446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46425 members 
Mstep: Class 2 contains 37860 members 
Entering Unmasked Estep 
Score: -8605443.000000 Penalty: 3375.367188
	Iteration 181Q: 3 clusters Score -8605443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46417 members 
Mstep: Class 2 contains 37868 members 
Entering Unmasked Estep 
Score: -8605442.000000 Penalty: 3375.367188
	Iteration 182Q: 3 clusters Score -8605442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46404 members 
Mstep: Class 2 contains 37881 members 
Entering Unmasked Estep 
Score: -8605430.000000 Penalty: 3375.367188
	Iteration 183Q: 3 clusters Score -8605430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46396 members 
Mstep: Class 2 contains 37889 members 
Entering Unmasked Estep 
Score: -8605432.000000 Penalty: 3375.367188
	Iteration 184Q: 3 clusters Score -8605432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46386 members 
Mstep: Class 2 contains 37899 members 
Entering Unmasked Estep 
Score: -8605430.000000 Penalty: 3375.367188
	Iteration 185Q: 3 clusters Score -8605430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46379 members 
Mstep: Class 2 contains 37906 members 
Entering Unmasked Estep 
Score: -8605436.000000 Penalty: 3375.367188
	Iteration 186Q: 3 clusters Score -8605436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46371 members 
Mstep: Class 2 contains 37914 members 
Entering Unmasked Estep 
Score: -8605430.000000 Penalty: 3375.367188
	Iteration 187Q: 3 clusters Score -8605430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46364 members 
Mstep: Class 2 contains 37921 members 
Entering Unmasked Estep 
Score: -8605433.000000 Penalty: 3375.367188
	Iteration 188Q: 3 clusters Score -8605433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46359 members 
Mstep: Class 2 contains 37926 members 
Entering Unmasked Estep 
Score: -8605435.000000 Penalty: 3375.367188
	Iteration 189Q: 3 clusters Score -8605435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46354 members 
Mstep: Class 2 contains 37931 members 
Entering Unmasked Estep 
Score: -8605419.000000 Penalty: 3375.367188
	Iteration 190Q: 3 clusters Score -8605419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46351 members 
Mstep: Class 2 contains 37934 members 
Entering Unmasked Estep 
Score: -8605432.000000 Penalty: 3375.367188
	Iteration 191Q: 3 clusters Score -8605432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46350 members 
Mstep: Class 2 contains 37935 members 
Entering Unmasked Estep 
Score: -8605426.000000 Penalty: 3375.367188
	Iteration 192Q: 3 clusters Score -8605426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46349 members 
Mstep: Class 2 contains 37936 members 
Entering Unmasked Estep 
Score: -8605428.000000 Penalty: 3375.367188
	Iteration 193Q: 3 clusters Score -8605428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46345 members 
Mstep: Class 2 contains 37940 members 
Entering Unmasked Estep 
Score: -8605432.000000 Penalty: 3375.367188
	Iteration 194Q: 3 clusters Score -8605432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46342 members 
Mstep: Class 2 contains 37943 members 
Entering Unmasked Estep 
Score: -8605433.000000 Penalty: 3375.367188
	Iteration 195Q: 3 clusters Score -8605433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46339 members 
Mstep: Class 2 contains 37946 members 
Entering Unmasked Estep 
Score: -8605437.000000 Penalty: 3375.367188
	Iteration 196Q: 3 clusters Score -8605437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46334 members 
Mstep: Class 2 contains 37951 members 
Entering Unmasked Estep 
Score: -8605443.000000 Penalty: 3375.367188
	Iteration 197Q: 3 clusters Score -8605443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46329 members 
Mstep: Class 2 contains 37956 members 
Entering Unmasked Estep 
Score: -8605444.000000 Penalty: 3375.367188
	Iteration 198Q: 3 clusters Score -8605444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46324 members 
Mstep: Class 2 contains 37961 members 
Entering Unmasked Estep 
Score: -8605432.000000 Penalty: 3375.367188
	Iteration 199Q: 3 clusters Score -8605432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46320 members 
Mstep: Class 2 contains 37965 members 
Entering Unmasked Estep 
Score: -8605442.000000 Penalty: 3375.367188
	Iteration 200F: 3 clusters Score -8605442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46313 members 
Mstep: Class 2 contains 37972 members 
Entering Unmasked Estep 
Score: -8605440.000000 Penalty: 3375.367188
	Iteration 201Q: 3 clusters Score -8605440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46305 members 
Mstep: Class 2 contains 37980 members 
Entering Unmasked Estep 
Score: -8605440.000000 Penalty: 3375.367188
	Iteration 202Q: 3 clusters Score -8605440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46301 members 
Mstep: Class 2 contains 37984 members 
Entering Unmasked Estep 
Score: -8605435.000000 Penalty: 3375.367188
	Iteration 203Q: 3 clusters Score -8605435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46299 members 
Mstep: Class 2 contains 37986 members 
Entering Unmasked Estep 
Score: -8605434.000000 Penalty: 3375.367188
	Iteration 204Q: 3 clusters Score -8605434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46299 members 
Mstep: Class 2 contains 37986 members 
Entering Unmasked Estep 
Score: -8605434.000000 Penalty: 3375.367188
	Iteration 205F: 3 clusters Score -8605434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 78356 members 
Mstep: Class 3 contains 22624 members 
Mstep: Class 4 contains 18768 members 
Mstep: Class 5 contains 71413 members 
Mstep: Class 6 contains 95952 members 
Mstep: Class 7 contains 90387 members 
Mstep: Class 8 contains 42012 members 
Mstep: Class 9 contains 22182 members 
Mstep: Class 10 contains 26599 members 
Mstep: Class 11 contains 50473 members 
Mstep: Class 12 contains 4724 members 
Mstep: Class 13 contains 12707 members 
Mstep: Class 14 contains 3115 members 
Mstep: Class 15 contains 10340 members 
Mstep: Class 16 contains 33511 members 
Mstep: Class 17 contains 21865 members 
Mstep: Class 18 contains 25827 members 
Mstep: Class 19 contains 16905 members 
Mstep: Class 20 contains 46299 members 
Mstep: Class 21 contains 12763 members 
Mstep: Class 22 contains 21496 members 
Mstep: Class 23 contains 9605 members 
Mstep: Class 24 contains 47968 members 
Mstep: Class 25 contains 5630 members 
Mstep: Class 26 contains 7535 members 
Mstep: Class 27 contains 17314 members 
Mstep: Class 28 contains 7231 members 
Mstep: Class 29 contains 6579 members 
Mstep: Class 30 contains 37986 members 
Entering Unmasked Estep 
Score: -87868696.000000 Penalty: 61201.164062
Splitting cluster 20 changes total score from -87741048.000000 to -87868696.000000
So it's getting split into cluster 30.
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 78356 members 
Mstep: Class 3 contains 22624 members 
Mstep: Class 4 contains 18768 members 
Mstep: Class 5 contains 71413 members 
Mstep: Class 6 contains 95952 members 
Mstep: Class 7 contains 90387 members 
Mstep: Class 8 contains 42012 members 
Mstep: Class 9 contains 22182 members 
Mstep: Class 10 contains 26599 members 
Mstep: Class 11 contains 50473 members 
Mstep: Class 12 contains 4724 members 
Mstep: Class 13 contains 12707 members 
Mstep: Class 14 contains 3115 members 
Mstep: Class 15 contains 10340 members 
Mstep: Class 16 contains 33511 members 
Mstep: Class 17 contains 21865 members 
Mstep: Class 18 contains 25827 members 
Mstep: Class 20 contains 46299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87891568.000000 Penalty: 61201.164062
Iteration 39Q: 31 clusters Score -8.789157e+07 nChanged 34487
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 31737 members 
Mstep: Class 2 contains 78886 members 
Mstep: Class 3 contains 22432 members 
Mstep: Class 4 contains 20195 members 
Mstep: Class 5 contains 70475 members 
Mstep: Class 6 contains 97647 members 
Mstep: Class 7 contains 87249 members 
Mstep: Class 8 contains 42756 members 
Mstep: Class 9 contains 21897 members 
Mstep: Class 10 contains 27186 members 
Mstep: Class 11 contains 51166 members 
Mstep: Class 12 contains 4874 members 
Mstep: Class 13 contains 12522 members 
Mstep: Class 14 contains 3191 members 
Mstep: Class 15 contains 10984 members 
Mstep: Class 16 contains 34337 members 
Mstep: Class 17 contains 22215 members 
Mstep: Class 18 contains 26538 members 
Mstep: Class 19 contains 16800 members 
Mstep: Class 20 contains 47657 members 
Mstep: Class 21 contains 12308 members 
Mstep: Class 22 contains 20828 members 
Mstep: Class 23 contains 9629 members 
Mstep: Class 24 contains 46907 members 
Mstep: Class 25 contains 5262 members 
Mstep: Class 26 contains 7191 members 
Mstep: Class 27 contains 16943 members 
Mstep: Class 28 contains 7269 members 
Mstep: Class 29 contains 6033 members 
Mstep: Class 30 contains 36626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87912120.000000 Penalty: 61201.164062
Iteration 40F: 31 clusters Score -8.791212e+07 nChanged 25863
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 30623 members 
Mstep: Class 2 contains 78697 members 
Mstep: Class 3 contains 21609 members 
Mstep: Class 4 contains 22429 members 
Mstep: Class 5 contains 69496 members 
Mstep: Class 6 contains 98731 members 
Mstep: Class 7 contains 83145 members 
Mstep: Class 8 contains 41810 members 
Mstep: Class 9 contains 21555 members 
Mstep: Class 10 contains 26814 members 
Mstep: Class 11 contains 51503 members 
Mstep: Class 12 contains 5272 members 
Mstep: Class 13 contains 12246 members 
Mstep: Class 14 contains 3157 members 
Mstep: Class 15 contains 11152 members 
Mstep: Class 16 contains 34586 members 
Mstep: Class 17 contains 21899 members 
Mstep: Class 18 contains 26451 members 
Mstep: Class 19 contains 16696 members 
Mstep: Class 20 contains 47832 members 
Mstep: Class 21 contains 13119 members 
Mstep: Class 22 contains 22088 members 
Mstep: Class 23 contains 10250 members 
Mstep: Class 24 contains 47707 members 
Mstep: Class 25 contains 5815 members 
Mstep: Class 26 contains 7242 members 
Mstep: Class 27 contains 17327 members 
Mstep: Class 28 contains 7384 members 
Mstep: Class 29 contains 6236 members 
Mstep: Class 30 contains 36876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87920648.000000 Penalty: 61201.164062
Iteration 41Q: 31 clusters Score -8.792065e+07 nChanged 16840
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 29957 members 
Mstep: Class 2 contains 78645 members 
Mstep: Class 3 contains 21299 members 
Mstep: Class 4 contains 24597 members 
Mstep: Class 5 contains 68909 members 
Mstep: Class 6 contains 99898 members 
Mstep: Class 7 contains 79144 members 
Mstep: Class 8 contains 41336 members 
Mstep: Class 9 contains 21245 members 
Mstep: Class 10 contains 26564 members 
Mstep: Class 11 contains 51782 members 
Mstep: Class 12 contains 5598 members 
Mstep: Class 13 contains 12096 members 
Mstep: Class 14 contains 3103 members 
Mstep: Class 15 contains 11240 members 
Mstep: Class 16 contains 34829 members 
Mstep: Class 17 contains 21720 members 
Mstep: Class 18 contains 26614 members 
Mstep: Class 19 contains 16622 members 
Mstep: Class 20 contains 47962 members 
Mstep: Class 21 contains 13638 members 
Mstep: Class 22 contains 22701 members 
Mstep: Class 23 contains 10665 members 
Mstep: Class 24 contains 47842 members 
Mstep: Class 25 contains 6158 members 
Mstep: Class 26 contains 7267 members 
Mstep: Class 27 contains 17632 members 
Mstep: Class 28 contains 7432 members 
Mstep: Class 29 contains 6381 members 
Mstep: Class 30 contains 36873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87925272.000000 Penalty: 61201.164062
Iteration 42Q: 31 clusters Score -8.792527e+07 nChanged 13513
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 29630 members 
Mstep: Class 2 contains 78636 members 
Mstep: Class 3 contains 21156 members 
Mstep: Class 4 contains 26628 members 
Mstep: Class 5 contains 68539 members 
Mstep: Class 6 contains 100970 members 
Mstep: Class 7 contains 75402 members 
Mstep: Class 8 contains 41051 members 
Mstep: Class 9 contains 20948 members 
Mstep: Class 10 contains 26299 members 
Mstep: Class 11 contains 51970 members 
Mstep: Class 12 contains 5942 members 
Mstep: Class 13 contains 11974 members 
Mstep: Class 14 contains 3055 members 
Mstep: Class 15 contains 11327 members 
Mstep: Class 16 contains 35056 members 
Mstep: Class 17 contains 21557 members 
Mstep: Class 18 contains 26804 members 
Mstep: Class 19 contains 16573 members 
Mstep: Class 20 contains 47990 members 
Mstep: Class 21 contains 13997 members 
Mstep: Class 22 contains 23147 members 
Mstep: Class 23 contains 11022 members 
Mstep: Class 24 contains 47781 members 
Mstep: Class 25 contains 6381 members 
Mstep: Class 26 contains 7278 members 
Mstep: Class 27 contains 17912 members 
Mstep: Class 28 contains 7450 members 
Mstep: Class 29 contains 6523 members 
Mstep: Class 30 contains 36752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87928600.000000 Penalty: 61201.164062
Iteration 43Q: 31 clusters Score -8.79286e+07 nChanged 11441
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 29423 members 
Mstep: Class 2 contains 78687 members 
Mstep: Class 3 contains 21117 members 
Mstep: Class 4 contains 28451 members 
Mstep: Class 5 contains 68310 members 
Mstep: Class 6 contains 102022 members 
Mstep: Class 7 contains 71911 members 
Mstep: Class 8 contains 40839 members 
Mstep: Class 9 contains 20771 members 
Mstep: Class 10 contains 26011 members 
Mstep: Class 11 contains 52048 members 
Mstep: Class 12 contains 6243 members 
Mstep: Class 13 contains 11876 members 
Mstep: Class 14 contains 3018 members 
Mstep: Class 15 contains 11399 members 
Mstep: Class 16 contains 35321 members 
Mstep: Class 17 contains 21409 members 
Mstep: Class 18 contains 26978 members 
Mstep: Class 19 contains 16532 members 
Mstep: Class 20 contains 48019 members 
Mstep: Class 21 contains 14245 members 
Mstep: Class 22 contains 23445 members 
Mstep: Class 23 contains 11282 members 
Mstep: Class 24 contains 47687 members 
Mstep: Class 25 contains 6557 members 
Mstep: Class 26 contains 7284 members 
Mstep: Class 27 contains 18168 members 
Mstep: Class 28 contains 7473 members 
Mstep: Class 29 contains 6634 members 
Mstep: Class 30 contains 36590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87931560.000000 Penalty: 61201.164062
Iteration 44Q: 31 clusters Score -8.793156e+07 nChanged 9948
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 29302 members 
Mstep: Class 2 contains 78779 members 
Mstep: Class 3 contains 21085 members 
Mstep: Class 4 contains 30107 members 
Mstep: Class 5 contains 68189 members 
Mstep: Class 6 contains 103052 members 
Mstep: Class 7 contains 68678 members 
Mstep: Class 8 contains 40687 members 
Mstep: Class 9 contains 20620 members 
Mstep: Class 10 contains 25809 members 
Mstep: Class 11 contains 52064 members 
Mstep: Class 12 contains 6534 members 
Mstep: Class 13 contains 11820 members 
Mstep: Class 14 contains 2974 members 
Mstep: Class 15 contains 11456 members 
Mstep: Class 16 contains 35560 members 
Mstep: Class 17 contains 21288 members 
Mstep: Class 18 contains 27074 members 
Mstep: Class 19 contains 16502 members 
Mstep: Class 20 contains 48011 members 
Mstep: Class 21 contains 14418 members 
Mstep: Class 22 contains 23646 members 
Mstep: Class 23 contains 11501 members 
Mstep: Class 24 contains 47578 members 
Mstep: Class 25 contains 6703 members 
Mstep: Class 26 contains 7269 members 
Mstep: Class 27 contains 18399 members 
Mstep: Class 28 contains 7486 members 
Mstep: Class 29 contains 6732 members 
Mstep: Class 30 contains 36427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87934160.000000 Penalty: 61201.164062
Iteration 45Q: 31 clusters Score -8.793416e+07 nChanged 8873
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 29219 members 
Mstep: Class 2 contains 78887 members 
Mstep: Class 3 contains 21072 members 
Mstep: Class 4 contains 31691 members 
Mstep: Class 5 contains 68092 members 
Mstep: Class 6 contains 104078 members 
Mstep: Class 7 contains 65631 members 
Mstep: Class 8 contains 40589 members 
Mstep: Class 9 contains 20497 members 
Mstep: Class 10 contains 25612 members 
Mstep: Class 11 contains 52046 members 
Mstep: Class 12 contains 6796 members 
Mstep: Class 13 contains 11770 members 
Mstep: Class 14 contains 2944 members 
Mstep: Class 15 contains 11509 members 
Mstep: Class 16 contains 35766 members 
Mstep: Class 17 contains 21189 members 
Mstep: Class 18 contains 27129 members 
Mstep: Class 19 contains 16477 members 
Mstep: Class 20 contains 47985 members 
Mstep: Class 21 contains 14563 members 
Mstep: Class 22 contains 23803 members 
Mstep: Class 23 contains 11683 members 
Mstep: Class 24 contains 47454 members 
Mstep: Class 25 contains 6848 members 
Mstep: Class 26 contains 7251 members 
Mstep: Class 27 contains 18605 members 
Mstep: Class 28 contains 7497 members 
Mstep: Class 29 contains 6814 members 
Mstep: Class 30 contains 36253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87935872.000000 Penalty: 61201.164062
Iteration 46Q: 31 clusters Score -8.793587e+07 nChanged 7979
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 29168 members 
Mstep: Class 2 contains 79102 members 
Mstep: Class 3 contains 21075 members 
Mstep: Class 4 contains 33091 members 
Mstep: Class 5 contains 68015 members 
Mstep: Class 6 contains 105101 members 
Mstep: Class 7 contains 62857 members 
Mstep: Class 8 contains 40558 members 
Mstep: Class 9 contains 20352 members 
Mstep: Class 10 contains 25397 members 
Mstep: Class 11 contains 52003 members 
Mstep: Class 12 contains 7057 members 
Mstep: Class 13 contains 11731 members 
Mstep: Class 14 contains 2909 members 
Mstep: Class 15 contains 11558 members 
Mstep: Class 16 contains 35894 members 
Mstep: Class 17 contains 21088 members 
Mstep: Class 18 contains 27156 members 
Mstep: Class 19 contains 16455 members 
Mstep: Class 20 contains 47945 members 
Mstep: Class 21 contains 14680 members 
Mstep: Class 22 contains 23942 members 
Mstep: Class 23 contains 11841 members 
Mstep: Class 24 contains 47337 members 
Mstep: Class 25 contains 6935 members 
Mstep: Class 26 contains 7239 members 
Mstep: Class 27 contains 18780 members 
Mstep: Class 28 contains 7496 members 
Mstep: Class 29 contains 6901 members 
Mstep: Class 30 contains 36087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87937624.000000 Penalty: 61201.164062
Iteration 47Q: 31 clusters Score -8.793762e+07 nChanged 7260
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 29119 members 
Mstep: Class 2 contains 79374 members 
Mstep: Class 3 contains 21065 members 
Mstep: Class 4 contains 34280 members 
Mstep: Class 5 contains 67973 members 
Mstep: Class 6 contains 106079 members 
Mstep: Class 7 contains 60254 members 
Mstep: Class 8 contains 40536 members 
Mstep: Class 9 contains 20268 members 
Mstep: Class 10 contains 25211 members 
Mstep: Class 11 contains 51935 members 
Mstep: Class 12 contains 7255 members 
Mstep: Class 13 contains 11700 members 
Mstep: Class 14 contains 2898 members 
Mstep: Class 15 contains 11604 members 
Mstep: Class 16 contains 35975 members 
Mstep: Class 17 contains 21013 members 
Mstep: Class 18 contains 27205 members 
Mstep: Class 19 contains 16445 members 
Mstep: Class 20 contains 47907 members 
Mstep: Class 21 contains 14773 members 
Mstep: Class 22 contains 24038 members 
Mstep: Class 23 contains 11967 members 
Mstep: Class 24 contains 47227 members 
Mstep: Class 25 contains 7010 members 
Mstep: Class 26 contains 7230 members 
Mstep: Class 27 contains 18963 members 
Mstep: Class 28 contains 7492 members 
Mstep: Class 29 contains 7009 members 
Mstep: Class 30 contains 35945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87938816.000000 Penalty: 61201.164062
Iteration 48Q: 31 clusters Score -8.793882e+07 nChanged 6664
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 29080 members 
Mstep: Class 2 contains 79653 members 
Mstep: Class 3 contains 21041 members 
Mstep: Class 4 contains 35339 members 
Mstep: Class 5 contains 67945 members 
Mstep: Class 6 contains 107053 members 
Mstep: Class 7 contains 57870 members 
Mstep: Class 8 contains 40538 members 
Mstep: Class 9 contains 20185 members 
Mstep: Class 10 contains 25030 members 
Mstep: Class 11 contains 51864 members 
Mstep: Class 12 contains 7471 members 
Mstep: Class 13 contains 11664 members 
Mstep: Class 14 contains 2876 members 
Mstep: Class 15 contains 11629 members 
Mstep: Class 16 contains 36024 members 
Mstep: Class 17 contains 20953 members 
Mstep: Class 18 contains 27243 members 
Mstep: Class 19 contains 16441 members 
Mstep: Class 20 contains 47841 members 
Mstep: Class 21 contains 14838 members 
Mstep: Class 22 contains 24122 members 
Mstep: Class 23 contains 12075 members 
Mstep: Class 24 contains 47134 members 
Mstep: Class 25 contains 7083 members 
Mstep: Class 26 contains 7222 members 
Mstep: Class 27 contains 19149 members 
Mstep: Class 28 contains 7499 members 
Mstep: Class 29 contains 7105 members 
Mstep: Class 30 contains 35783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87940232.000000 Penalty: 61201.164062
Iteration 49Q: 31 clusters Score -8.794023e+07 nChanged 6289
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 29054 members 
Mstep: Class 2 contains 79914 members 
Mstep: Class 3 contains 21058 members 
Mstep: Class 4 contains 36299 members 
Mstep: Class 5 contains 67924 members 
Mstep: Class 6 contains 108050 members 
Mstep: Class 7 contains 55674 members 
Mstep: Class 8 contains 40512 members 
Mstep: Class 9 contains 20136 members 
Mstep: Class 10 contains 24848 members 
Mstep: Class 11 contains 51774 members 
Mstep: Class 12 contains 7718 members 
Mstep: Class 13 contains 11633 members 
Mstep: Class 14 contains 2868 members 
Mstep: Class 15 contains 11637 members 
Mstep: Class 16 contains 36096 members 
Mstep: Class 17 contains 20885 members 
Mstep: Class 18 contains 27179 members 
Mstep: Class 19 contains 16437 members 
Mstep: Class 20 contains 47786 members 
Mstep: Class 21 contains 14896 members 
Mstep: Class 22 contains 24197 members 
Mstep: Class 23 contains 12166 members 
Mstep: Class 24 contains 47027 members 
Mstep: Class 25 contains 7111 members 
Mstep: Class 26 contains 7215 members 
Mstep: Class 27 contains 19311 members 
Mstep: Class 28 contains 7500 members 
Mstep: Class 29 contains 7226 members 
Mstep: Class 30 contains 35619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87940848.000000 Penalty: 61201.164062
Iteration 50Q: 31 clusters Score -8.794085e+07 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 29031 members 
Mstep: Class 2 contains 80189 members 
Mstep: Class 3 contains 21076 members 
Mstep: Class 4 contains 37113 members 
Mstep: Class 5 contains 67926 members 
Mstep: Class 6 contains 109000 members 
Mstep: Class 7 contains 53686 members 
Mstep: Class 8 contains 40540 members 
Mstep: Class 9 contains 20098 members 
Mstep: Class 10 contains 24687 members 
Mstep: Class 11 contains 51693 members 
Mstep: Class 12 contains 7963 members 
Mstep: Class 13 contains 11595 members 
Mstep: Class 14 contains 2849 members 
Mstep: Class 15 contains 11648 members 
Mstep: Class 16 contains 36126 members 
Mstep: Class 17 contains 20817 members 
Mstep: Class 18 contains 27121 members 
Mstep: Class 19 contains 16434 members 
Mstep: Class 20 contains 47724 members 
Mstep: Class 21 contains 14946 members 
Mstep: Class 22 contains 24249 members 
Mstep: Class 23 contains 12246 members 
Mstep: Class 24 contains 46933 members 
Mstep: Class 25 contains 7131 members 
Mstep: Class 26 contains 7196 members 
Mstep: Class 27 contains 19460 members 
Mstep: Class 28 contains 7500 members 
Mstep: Class 29 contains 7321 members 
Mstep: Class 30 contains 35452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87941504.000000 Penalty: 61201.164062
Iteration 51Q: 31 clusters Score -8.79415e+07 nChanged 5407
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 29011 members 
Mstep: Class 2 contains 80460 members 
Mstep: Class 3 contains 21075 members 
Mstep: Class 4 contains 37787 members 
Mstep: Class 5 contains 67909 members 
Mstep: Class 6 contains 109934 members 
Mstep: Class 7 contains 51892 members 
Mstep: Class 8 contains 40591 members 
Mstep: Class 9 contains 20109 members 
Mstep: Class 10 contains 24497 members 
Mstep: Class 11 contains 51580 members 
Mstep: Class 12 contains 8213 members 
Mstep: Class 13 contains 11559 members 
Mstep: Class 14 contains 2841 members 
Mstep: Class 15 contains 11668 members 
Mstep: Class 16 contains 36145 members 
Mstep: Class 17 contains 20771 members 
Mstep: Class 18 contains 27077 members 
Mstep: Class 19 contains 16432 members 
Mstep: Class 20 contains 47650 members 
Mstep: Class 21 contains 14985 members 
Mstep: Class 22 contains 24276 members 
Mstep: Class 23 contains 12307 members 
Mstep: Class 24 contains 46833 members 
Mstep: Class 25 contains 7165 members 
Mstep: Class 26 contains 7191 members 
Mstep: Class 27 contains 19599 members 
Mstep: Class 28 contains 7499 members 
Mstep: Class 29 contains 7415 members 
Mstep: Class 30 contains 35279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87942520.000000 Penalty: 61201.164062
Iteration 52Q: 31 clusters Score -8.794252e+07 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 29003 members 
Mstep: Class 2 contains 80781 members 
Mstep: Class 3 contains 21096 members 
Mstep: Class 4 contains 38348 members 
Mstep: Class 5 contains 67905 members 
Mstep: Class 6 contains 110897 members 
Mstep: Class 7 contains 50125 members 
Mstep: Class 8 contains 40638 members 
Mstep: Class 9 contains 20092 members 
Mstep: Class 10 contains 24326 members 
Mstep: Class 11 contains 51458 members 
Mstep: Class 12 contains 8453 members 
Mstep: Class 13 contains 11528 members 
Mstep: Class 14 contains 2828 members 
Mstep: Class 15 contains 11696 members 
Mstep: Class 16 contains 36174 members 
Mstep: Class 17 contains 20725 members 
Mstep: Class 18 contains 27026 members 
Mstep: Class 19 contains 16428 members 
Mstep: Class 20 contains 47568 members 
Mstep: Class 21 contains 15019 members 
Mstep: Class 22 contains 24293 members 
Mstep: Class 23 contains 12363 members 
Mstep: Class 24 contains 46732 members 
Mstep: Class 25 contains 7189 members 
Mstep: Class 26 contains 7171 members 
Mstep: Class 27 contains 19745 members 
Mstep: Class 28 contains 7503 members 
Mstep: Class 29 contains 7495 members 
Mstep: Class 30 contains 35145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87943256.000000 Penalty: 61201.164062
Iteration 53Q: 31 clusters Score -8.794326e+07 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 28993 members 
Mstep: Class 2 contains 81120 members 
Mstep: Class 3 contains 21096 members 
Mstep: Class 4 contains 38855 members 
Mstep: Class 5 contains 67905 members 
Mstep: Class 6 contains 111828 members 
Mstep: Class 7 contains 48450 members 
Mstep: Class 8 contains 40688 members 
Mstep: Class 9 contains 20086 members 
Mstep: Class 10 contains 24154 members 
Mstep: Class 11 contains 51351 members 
Mstep: Class 12 contains 8713 members 
Mstep: Class 13 contains 11499 members 
Mstep: Class 14 contains 2810 members 
Mstep: Class 15 contains 11705 members 
Mstep: Class 16 contains 36163 members 
Mstep: Class 17 contains 20689 members 
Mstep: Class 18 contains 26960 members 
Mstep: Class 19 contains 16424 members 
Mstep: Class 20 contains 47487 members 
Mstep: Class 21 contains 15044 members 
Mstep: Class 22 contains 24323 members 
Mstep: Class 23 contains 12422 members 
Mstep: Class 24 contains 46655 members 
Mstep: Class 25 contains 7199 members 
Mstep: Class 26 contains 7153 members 
Mstep: Class 27 contains 19880 members 
Mstep: Class 28 contains 7506 members 
Mstep: Class 29 contains 7587 members 
Mstep: Class 30 contains 35005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87943752.000000 Penalty: 61201.164062
Iteration 54Q: 31 clusters Score -8.794375e+07 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 28988 members 
Mstep: Class 2 contains 81542 members 
Mstep: Class 3 contains 21074 members 
Mstep: Class 4 contains 39262 members 
Mstep: Class 5 contains 67891 members 
Mstep: Class 6 contains 112812 members 
Mstep: Class 7 contains 46794 members 
Mstep: Class 8 contains 40774 members 
Mstep: Class 9 contains 20030 members 
Mstep: Class 10 contains 24002 members 
Mstep: Class 11 contains 51230 members 
Mstep: Class 12 contains 8974 members 
Mstep: Class 13 contains 11469 members 
Mstep: Class 14 contains 2802 members 
Mstep: Class 15 contains 11722 members 
Mstep: Class 16 contains 36140 members 
Mstep: Class 17 contains 20658 members 
Mstep: Class 18 contains 26923 members 
Mstep: Class 19 contains 16424 members 
Mstep: Class 20 contains 47399 members 
Mstep: Class 21 contains 15067 members 
Mstep: Class 22 contains 24333 members 
Mstep: Class 23 contains 12458 members 
Mstep: Class 24 contains 46578 members 
Mstep: Class 25 contains 7219 members 
Mstep: Class 26 contains 7130 members 
Mstep: Class 27 contains 20011 members 
Mstep: Class 28 contains 7509 members 
Mstep: Class 29 contains 7669 members 
Mstep: Class 30 contains 34866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87944664.000000 Penalty: 61201.164062
Iteration 55Q: 31 clusters Score -8.794466e+07 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 28986 members 
Mstep: Class 2 contains 81976 members 
Mstep: Class 3 contains 21056 members 
Mstep: Class 4 contains 39623 members 
Mstep: Class 5 contains 67902 members 
Mstep: Class 6 contains 113774 members 
Mstep: Class 7 contains 45192 members 
Mstep: Class 8 contains 40820 members 
Mstep: Class 9 contains 20009 members 
Mstep: Class 10 contains 23812 members 
Mstep: Class 11 contains 51125 members 
Mstep: Class 12 contains 9258 members 
Mstep: Class 13 contains 11435 members 
Mstep: Class 14 contains 2784 members 
Mstep: Class 15 contains 11732 members 
Mstep: Class 16 contains 36102 members 
Mstep: Class 17 contains 20634 members 
Mstep: Class 18 contains 26878 members 
Mstep: Class 19 contains 16425 members 
Mstep: Class 20 contains 47333 members 
Mstep: Class 21 contains 15081 members 
Mstep: Class 22 contains 24331 members 
Mstep: Class 23 contains 12495 members 
Mstep: Class 24 contains 46512 members 
Mstep: Class 25 contains 7248 members 
Mstep: Class 26 contains 7116 members 
Mstep: Class 27 contains 20133 members 
Mstep: Class 28 contains 7511 members 
Mstep: Class 29 contains 7749 members 
Mstep: Class 30 contains 34718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87945224.000000 Penalty: 61201.164062
Iteration 56Q: 31 clusters Score -8.794522e+07 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 28981 members 
Mstep: Class 2 contains 82459 members 
Mstep: Class 3 contains 21001 members 
Mstep: Class 4 contains 39948 members 
Mstep: Class 5 contains 67910 members 
Mstep: Class 6 contains 114740 members 
Mstep: Class 7 contains 43675 members 
Mstep: Class 8 contains 40827 members 
Mstep: Class 9 contains 19965 members 
Mstep: Class 10 contains 23620 members 
Mstep: Class 11 contains 51014 members 
Mstep: Class 12 contains 9539 members 
Mstep: Class 13 contains 11410 members 
Mstep: Class 14 contains 2772 members 
Mstep: Class 15 contains 11764 members 
Mstep: Class 16 contains 36082 members 
Mstep: Class 17 contains 20606 members 
Mstep: Class 18 contains 26856 members 
Mstep: Class 19 contains 16425 members 
Mstep: Class 20 contains 47242 members 
Mstep: Class 21 contains 15099 members 
Mstep: Class 22 contains 24311 members 
Mstep: Class 23 contains 12526 members 
Mstep: Class 24 contains 46446 members 
Mstep: Class 25 contains 7266 members 
Mstep: Class 26 contains 7098 members 
Mstep: Class 27 contains 20250 members 
Mstep: Class 28 contains 7514 members 
Mstep: Class 29 contains 7812 members 
Mstep: Class 30 contains 34592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87945256.000000 Penalty: 61201.164062
Iteration 57Q: 31 clusters Score -8.794526e+07 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 28977 members 
Mstep: Class 2 contains 82931 members 
Mstep: Class 3 contains 20953 members 
Mstep: Class 4 contains 40231 members 
Mstep: Class 5 contains 67895 members 
Mstep: Class 6 contains 115647 members 
Mstep: Class 7 contains 42247 members 
Mstep: Class 8 contains 40844 members 
Mstep: Class 9 contains 19921 members 
Mstep: Class 10 contains 23418 members 
Mstep: Class 11 contains 50916 members 
Mstep: Class 12 contains 9840 members 
Mstep: Class 13 contains 11377 members 
Mstep: Class 14 contains 2770 members 
Mstep: Class 15 contains 11787 members 
Mstep: Class 16 contains 36085 members 
Mstep: Class 17 contains 20585 members 
Mstep: Class 18 contains 26836 members 
Mstep: Class 19 contains 16423 members 
Mstep: Class 20 contains 47178 members 
Mstep: Class 21 contains 15114 members 
Mstep: Class 22 contains 24300 members 
Mstep: Class 23 contains 12540 members 
Mstep: Class 24 contains 46389 members 
Mstep: Class 25 contains 7260 members 
Mstep: Class 26 contains 7077 members 
Mstep: Class 27 contains 20363 members 
Mstep: Class 28 contains 7515 members 
Mstep: Class 29 contains 7861 members 
Mstep: Class 30 contains 34470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87945624.000000 Penalty: 61201.164062
Iteration 58Q: 31 clusters Score -8.794562e+07 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 28973 members 
Mstep: Class 2 contains 83490 members 
Mstep: Class 3 contains 20903 members 
Mstep: Class 4 contains 40456 members 
Mstep: Class 5 contains 67896 members 
Mstep: Class 6 contains 116505 members 
Mstep: Class 7 contains 40821 members 
Mstep: Class 8 contains 40849 members 
Mstep: Class 9 contains 19886 members 
Mstep: Class 10 contains 23199 members 
Mstep: Class 11 contains 50825 members 
Mstep: Class 12 contains 10130 members 
Mstep: Class 13 contains 11333 members 
Mstep: Class 14 contains 2775 members 
Mstep: Class 15 contains 11803 members 
Mstep: Class 16 contains 36124 members 
Mstep: Class 17 contains 20558 members 
Mstep: Class 18 contains 26802 members 
Mstep: Class 19 contains 16423 members 
Mstep: Class 20 contains 47100 members 
Mstep: Class 21 contains 15140 members 
Mstep: Class 22 contains 24272 members 
Mstep: Class 23 contains 12557 members 
Mstep: Class 24 contains 46355 members 
Mstep: Class 25 contains 7269 members 
Mstep: Class 26 contains 7056 members 
Mstep: Class 27 contains 20460 members 
Mstep: Class 28 contains 7515 members 
Mstep: Class 29 contains 7927 members 
Mstep: Class 30 contains 34348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87946024.000000 Penalty: 61201.164062
Iteration 59Q: 31 clusters Score -8.794602e+07 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 28970 members 
Mstep: Class 2 contains 84065 members 
Mstep: Class 3 contains 20864 members 
Mstep: Class 4 contains 40696 members 
Mstep: Class 5 contains 67896 members 
Mstep: Class 6 contains 117309 members 
Mstep: Class 7 contains 39368 members 
Mstep: Class 8 contains 40904 members 
Mstep: Class 9 contains 19869 members 
Mstep: Class 10 contains 22947 members 
Mstep: Class 11 contains 50747 members 
Mstep: Class 12 contains 10461 members 
Mstep: Class 13 contains 11284 members 
Mstep: Class 14 contains 2780 members 
Mstep: Class 15 contains 11802 members 
Mstep: Class 16 contains 36158 members 
Mstep: Class 17 contains 20532 members 
Mstep: Class 18 contains 26756 members 
Mstep: Class 19 contains 16422 members 
Mstep: Class 20 contains 47016 members 
Mstep: Class 21 contains 15158 members 
Mstep: Class 22 contains 24249 members 
Mstep: Class 23 contains 12579 members 
Mstep: Class 24 contains 46315 members 
Mstep: Class 25 contains 7277 members 
Mstep: Class 26 contains 7041 members 
Mstep: Class 27 contains 20551 members 
Mstep: Class 28 contains 7515 members 
Mstep: Class 29 contains 7992 members 
Mstep: Class 30 contains 34227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87947152.000000 Penalty: 61201.164062
Iteration 60F: 31 clusters Score -8.794715e+07 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 28967 members 
Mstep: Class 2 contains 84682 members 
Mstep: Class 3 contains 20809 members 
Mstep: Class 4 contains 41146 members 
Mstep: Class 5 contains 67885 members 
Mstep: Class 6 contains 118121 members 
Mstep: Class 7 contains 37760 members 
Mstep: Class 8 contains 40923 members 
Mstep: Class 9 contains 19842 members 
Mstep: Class 10 contains 22718 members 
Mstep: Class 11 contains 50688 members 
Mstep: Class 12 contains 10818 members 
Mstep: Class 13 contains 11238 members 
Mstep: Class 14 contains 2786 members 
Mstep: Class 15 contains 11814 members 
Mstep: Class 16 contains 36175 members 
Mstep: Class 17 contains 20496 members 
Mstep: Class 18 contains 26732 members 
Mstep: Class 19 contains 16422 members 
Mstep: Class 20 contains 46920 members 
Mstep: Class 21 contains 15178 members 
Mstep: Class 22 contains 24192 members 
Mstep: Class 23 contains 12596 members 
Mstep: Class 24 contains 46269 members 
Mstep: Class 25 contains 7265 members 
Mstep: Class 26 contains 7025 members 
Mstep: Class 27 contains 20637 members 
Mstep: Class 28 contains 7515 members 
Mstep: Class 29 contains 8048 members 
Mstep: Class 30 contains 34086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87947416.000000 Penalty: 61201.164062
Iteration 61Q: 31 clusters Score -8.794742e+07 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 28967 members 
Mstep: Class 2 contains 85389 members 
Mstep: Class 3 contains 20763 members 
Mstep: Class 4 contains 41562 members 
Mstep: Class 5 contains 67873 members 
Mstep: Class 6 contains 118876 members 
Mstep: Class 7 contains 36104 members 
Mstep: Class 8 contains 40961 members 
Mstep: Class 9 contains 19848 members 
Mstep: Class 10 contains 22492 members 
Mstep: Class 11 contains 50635 members 
Mstep: Class 12 contains 11160 members 
Mstep: Class 13 contains 11187 members 
Mstep: Class 14 contains 2790 members 
Mstep: Class 15 contains 11830 members 
Mstep: Class 16 contains 36212 members 
Mstep: Class 17 contains 20464 members 
Mstep: Class 18 contains 26683 members 
Mstep: Class 19 contains 16421 members 
Mstep: Class 20 contains 46829 members 
Mstep: Class 21 contains 15191 members 
Mstep: Class 22 contains 24135 members 
Mstep: Class 23 contains 12612 members 
Mstep: Class 24 contains 46227 members 
Mstep: Class 25 contains 7284 members 
Mstep: Class 26 contains 7005 members 
Mstep: Class 27 contains 20702 members 
Mstep: Class 28 contains 7514 members 
Mstep: Class 29 contains 8101 members 
Mstep: Class 30 contains 33936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87948080.000000 Penalty: 61201.164062
Iteration 62Q: 31 clusters Score -8.794808e+07 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 28966 members 
Mstep: Class 2 contains 86100 members 
Mstep: Class 3 contains 20740 members 
Mstep: Class 4 contains 41976 members 
Mstep: Class 5 contains 67832 members 
Mstep: Class 6 contains 119639 members 
Mstep: Class 7 contains 34480 members 
Mstep: Class 8 contains 40974 members 
Mstep: Class 9 contains 19811 members 
Mstep: Class 10 contains 22258 members 
Mstep: Class 11 contains 50606 members 
Mstep: Class 12 contains 11499 members 
Mstep: Class 13 contains 11150 members 
Mstep: Class 14 contains 2792 members 
Mstep: Class 15 contains 11829 members 
Mstep: Class 16 contains 36237 members 
Mstep: Class 17 contains 20429 members 
Mstep: Class 18 contains 26646 members 
Mstep: Class 19 contains 16419 members 
Mstep: Class 20 contains 46742 members 
Mstep: Class 21 contains 15214 members 
Mstep: Class 22 contains 24082 members 
Mstep: Class 23 contains 12614 members 
Mstep: Class 24 contains 46171 members 
Mstep: Class 25 contains 7309 members 
Mstep: Class 26 contains 6980 members 
Mstep: Class 27 contains 20777 members 
Mstep: Class 28 contains 7514 members 
Mstep: Class 29 contains 8161 members 
Mstep: Class 30 contains 33806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87949200.000000 Penalty: 61201.164062
Iteration 63Q: 31 clusters Score -8.79492e+07 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 28962 members 
Mstep: Class 2 contains 86856 members 
Mstep: Class 3 contains 20704 members 
Mstep: Class 4 contains 42370 members 
Mstep: Class 5 contains 67785 members 
Mstep: Class 6 contains 120340 members 
Mstep: Class 7 contains 32947 members 
Mstep: Class 8 contains 40971 members 
Mstep: Class 9 contains 19747 members 
Mstep: Class 10 contains 22021 members 
Mstep: Class 11 contains 50616 members 
Mstep: Class 12 contains 11827 members 
Mstep: Class 13 contains 11088 members 
Mstep: Class 14 contains 2795 members 
Mstep: Class 15 contains 11828 members 
Mstep: Class 16 contains 36262 members 
Mstep: Class 17 contains 20400 members 
Mstep: Class 18 contains 26614 members 
Mstep: Class 19 contains 16420 members 
Mstep: Class 20 contains 46615 members 
Mstep: Class 21 contains 15240 members 
Mstep: Class 22 contains 23991 members 
Mstep: Class 23 contains 12610 members 
Mstep: Class 24 contains 46118 members 
Mstep: Class 25 contains 7356 members 
Mstep: Class 26 contains 6954 members 
Mstep: Class 27 contains 20862 members 
Mstep: Class 28 contains 7516 members 
Mstep: Class 29 contains 8238 members 
Mstep: Class 30 contains 33700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87949664.000000 Penalty: 61201.164062
Iteration 64Q: 31 clusters Score -8.794966e+07 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 28956 members 
Mstep: Class 2 contains 87767 members 
Mstep: Class 3 contains 20659 members 
Mstep: Class 4 contains 42790 members 
Mstep: Class 5 contains 67737 members 
Mstep: Class 6 contains 121024 members 
Mstep: Class 7 contains 31332 members 
Mstep: Class 8 contains 40938 members 
Mstep: Class 9 contains 19694 members 
Mstep: Class 10 contains 21762 members 
Mstep: Class 11 contains 50608 members 
Mstep: Class 12 contains 12164 members 
Mstep: Class 13 contains 11022 members 
Mstep: Class 14 contains 2804 members 
Mstep: Class 15 contains 11821 members 
Mstep: Class 16 contains 36295 members 
Mstep: Class 17 contains 20379 members 
Mstep: Class 18 contains 26564 members 
Mstep: Class 19 contains 16421 members 
Mstep: Class 20 contains 46471 members 
Mstep: Class 21 contains 15265 members 
Mstep: Class 22 contains 23896 members 
Mstep: Class 23 contains 12615 members 
Mstep: Class 24 contains 46066 members 
Mstep: Class 25 contains 7392 members 
Mstep: Class 26 contains 6926 members 
Mstep: Class 27 contains 20944 members 
Mstep: Class 28 contains 7517 members 
Mstep: Class 29 contains 8336 members 
Mstep: Class 30 contains 33588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87950888.000000 Penalty: 61201.164062
Iteration 65Q: 31 clusters Score -8.795089e+07 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 28953 members 
Mstep: Class 2 contains 88707 members 
Mstep: Class 3 contains 20605 members 
Mstep: Class 4 contains 43155 members 
Mstep: Class 5 contains 67691 members 
Mstep: Class 6 contains 121698 members 
Mstep: Class 7 contains 29764 members 
Mstep: Class 8 contains 40864 members 
Mstep: Class 9 contains 19591 members 
Mstep: Class 10 contains 21485 members 
Mstep: Class 11 contains 50618 members 
Mstep: Class 12 contains 12507 members 
Mstep: Class 13 contains 10956 members 
Mstep: Class 14 contains 2811 members 
Mstep: Class 15 contains 11821 members 
Mstep: Class 16 contains 36333 members 
Mstep: Class 17 contains 20362 members 
Mstep: Class 18 contains 26532 members 
Mstep: Class 19 contains 16419 members 
Mstep: Class 20 contains 46354 members 
Mstep: Class 21 contains 15286 members 
Mstep: Class 22 contains 23804 members 
Mstep: Class 23 contains 12618 members 
Mstep: Class 24 contains 46022 members 
Mstep: Class 25 contains 7415 members 
Mstep: Class 26 contains 6909 members 
Mstep: Class 27 contains 21033 members 
Mstep: Class 28 contains 7518 members 
Mstep: Class 29 contains 8449 members 
Mstep: Class 30 contains 33473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87951424.000000 Penalty: 61201.164062
Iteration 66Q: 31 clusters Score -8.795142e+07 nChanged 5067
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 28953 members 
Mstep: Class 2 contains 89716 members 
Mstep: Class 3 contains 20573 members 
Mstep: Class 4 contains 43467 members 
Mstep: Class 5 contains 67613 members 
Mstep: Class 6 contains 122382 members 
Mstep: Class 7 contains 28169 members 
Mstep: Class 8 contains 40829 members 
Mstep: Class 9 contains 19537 members 
Mstep: Class 10 contains 21257 members 
Mstep: Class 11 contains 50611 members 
Mstep: Class 12 contains 12843 members 
Mstep: Class 13 contains 10883 members 
Mstep: Class 14 contains 2816 members 
Mstep: Class 15 contains 11800 members 
Mstep: Class 16 contains 36354 members 
Mstep: Class 17 contains 20345 members 
Mstep: Class 18 contains 26494 members 
Mstep: Class 19 contains 16416 members 
Mstep: Class 20 contains 46220 members 
Mstep: Class 21 contains 15305 members 
Mstep: Class 22 contains 23702 members 
Mstep: Class 23 contains 12627 members 
Mstep: Class 24 contains 45969 members 
Mstep: Class 25 contains 7450 members 
Mstep: Class 26 contains 6889 members 
Mstep: Class 27 contains 21120 members 
Mstep: Class 28 contains 7519 members 
Mstep: Class 29 contains 8537 members 
Mstep: Class 30 contains 33357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87952592.000000 Penalty: 61201.164062
Iteration 67Q: 31 clusters Score -8.795259e+07 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 90736 members 
Mstep: Class 3 contains 20525 members 
Mstep: Class 4 contains 43764 members 
Mstep: Class 5 contains 67559 members 
Mstep: Class 6 contains 122967 members 
Mstep: Class 7 contains 26681 members 
Mstep: Class 8 contains 40797 members 
Mstep: Class 9 contains 19460 members 
Mstep: Class 10 contains 21067 members 
Mstep: Class 11 contains 50589 members 
Mstep: Class 12 contains 13163 members 
Mstep: Class 13 contains 10813 members 
Mstep: Class 14 contains 2824 members 
Mstep: Class 15 contains 11810 members 
Mstep: Class 16 contains 36400 members 
Mstep: Class 17 contains 20321 members 
Mstep: Class 18 contains 26469 members 
Mstep: Class 19 contains 16415 members 
Mstep: Class 20 contains 46073 members 
Mstep: Class 21 contains 15334 members 
Mstep: Class 22 contains 23589 members 
Mstep: Class 23 contains 12624 members 
Mstep: Class 24 contains 45902 members 
Mstep: Class 25 contains 7466 members 
Mstep: Class 26 contains 6870 members 
Mstep: Class 27 contains 21204 members 
Mstep: Class 28 contains 7520 members 
Mstep: Class 29 contains 8617 members 
Mstep: Class 30 contains 33245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87953424.000000 Penalty: 61201.164062
Iteration 68Q: 31 clusters Score -8.795342e+07 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 28945 members 
Mstep: Class 2 contains 91778 members 
Mstep: Class 3 contains 20476 members 
Mstep: Class 4 contains 43995 members 
Mstep: Class 5 contains 67495 members 
Mstep: Class 6 contains 123507 members 
Mstep: Class 7 contains 25182 members 
Mstep: Class 8 contains 40738 members 
Mstep: Class 9 contains 19404 members 
Mstep: Class 10 contains 20915 members 
Mstep: Class 11 contains 50578 members 
Mstep: Class 12 contains 13488 members 
Mstep: Class 13 contains 10752 members 
Mstep: Class 14 contains 2827 members 
Mstep: Class 15 contains 11830 members 
Mstep: Class 16 contains 36494 members 
Mstep: Class 17 contains 20290 members 
Mstep: Class 18 contains 26467 members 
Mstep: Class 19 contains 16414 members 
Mstep: Class 20 contains 45938 members 
Mstep: Class 21 contains 15355 members 
Mstep: Class 22 contains 23470 members 
Mstep: Class 23 contains 12625 members 
Mstep: Class 24 contains 45844 members 
Mstep: Class 25 contains 7494 members 
Mstep: Class 26 contains 6849 members 
Mstep: Class 27 contains 21278 members 
Mstep: Class 28 contains 7522 members 
Mstep: Class 29 contains 8687 members 
Mstep: Class 30 contains 33116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87954344.000000 Penalty: 61201.164062
Iteration 69Q: 31 clusters Score -8.795434e+07 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 28945 members 
Mstep: Class 2 contains 92898 members 
Mstep: Class 3 contains 20435 members 
Mstep: Class 4 contains 44205 members 
Mstep: Class 5 contains 67436 members 
Mstep: Class 6 contains 123912 members 
Mstep: Class 7 contains 23770 members 
Mstep: Class 8 contains 40628 members 
Mstep: Class 9 contains 19326 members 
Mstep: Class 10 contains 20781 members 
Mstep: Class 11 contains 50584 members 
Mstep: Class 12 contains 13797 members 
Mstep: Class 13 contains 10665 members 
Mstep: Class 14 contains 2835 members 
Mstep: Class 15 contains 11837 members 
Mstep: Class 16 contains 36590 members 
Mstep: Class 17 contains 20252 members 
Mstep: Class 18 contains 26500 members 
Mstep: Class 19 contains 16414 members 
Mstep: Class 20 contains 45798 members 
Mstep: Class 21 contains 15377 members 
Mstep: Class 22 contains 23344 members 
Mstep: Class 23 contains 12618 members 
Mstep: Class 24 contains 45794 members 
Mstep: Class 25 contains 7531 members 
Mstep: Class 26 contains 6828 members 
Mstep: Class 27 contains 21347 members 
Mstep: Class 28 contains 7521 members 
Mstep: Class 29 contains 8790 members 
Mstep: Class 30 contains 32995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87955560.000000 Penalty: 61201.164062
Iteration 70Q: 31 clusters Score -8.795556e+07 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 28944 members 
Mstep: Class 2 contains 93997 members 
Mstep: Class 3 contains 20391 members 
Mstep: Class 4 contains 44394 members 
Mstep: Class 5 contains 67389 members 
Mstep: Class 6 contains 124309 members 
Mstep: Class 7 contains 22381 members 
Mstep: Class 8 contains 40508 members 
Mstep: Class 9 contains 19320 members 
Mstep: Class 10 contains 20663 members 
Mstep: Class 11 contains 50569 members 
Mstep: Class 12 contains 14146 members 
Mstep: Class 13 contains 10584 members 
Mstep: Class 14 contains 2848 members 
Mstep: Class 15 contains 11864 members 
Mstep: Class 16 contains 36687 members 
Mstep: Class 17 contains 20211 members 
Mstep: Class 18 contains 26522 members 
Mstep: Class 19 contains 16411 members 
Mstep: Class 20 contains 45646 members 
Mstep: Class 21 contains 15394 members 
Mstep: Class 22 contains 23222 members 
Mstep: Class 23 contains 12616 members 
Mstep: Class 24 contains 45722 members 
Mstep: Class 25 contains 7542 members 
Mstep: Class 26 contains 6813 members 
Mstep: Class 27 contains 21404 members 
Mstep: Class 28 contains 7523 members 
Mstep: Class 29 contains 8868 members 
Mstep: Class 30 contains 32865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87956384.000000 Penalty: 61201.164062
Iteration 71Q: 31 clusters Score -8.795638e+07 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 28942 members 
Mstep: Class 2 contains 95127 members 
Mstep: Class 3 contains 20311 members 
Mstep: Class 4 contains 44572 members 
Mstep: Class 5 contains 67313 members 
Mstep: Class 6 contains 124612 members 
Mstep: Class 7 contains 21091 members 
Mstep: Class 8 contains 40363 members 
Mstep: Class 9 contains 19327 members 
Mstep: Class 10 contains 20569 members 
Mstep: Class 11 contains 50561 members 
Mstep: Class 12 contains 14464 members 
Mstep: Class 13 contains 10500 members 
Mstep: Class 14 contains 2866 members 
Mstep: Class 15 contains 11874 members 
Mstep: Class 16 contains 36781 members 
Mstep: Class 17 contains 20173 members 
Mstep: Class 18 contains 26552 members 
Mstep: Class 19 contains 16410 members 
Mstep: Class 20 contains 45479 members 
Mstep: Class 21 contains 15418 members 
Mstep: Class 22 contains 23100 members 
Mstep: Class 23 contains 12612 members 
Mstep: Class 24 contains 45656 members 
Mstep: Class 25 contains 7560 members 
Mstep: Class 26 contains 6807 members 
Mstep: Class 27 contains 21486 members 
Mstep: Class 28 contains 7524 members 
Mstep: Class 29 contains 8966 members 
Mstep: Class 30 contains 32737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87957824.000000 Penalty: 61201.164062
Iteration 72Q: 31 clusters Score -8.795782e+07 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 28944 members 
Mstep: Class 2 contains 96186 members 
Mstep: Class 3 contains 20256 members 
Mstep: Class 4 contains 44707 members 
Mstep: Class 5 contains 67237 members 
Mstep: Class 6 contains 124895 members 
Mstep: Class 7 contains 19916 members 
Mstep: Class 8 contains 40249 members 
Mstep: Class 9 contains 19317 members 
Mstep: Class 10 contains 20476 members 
Mstep: Class 11 contains 50570 members 
Mstep: Class 12 contains 14736 members 
Mstep: Class 13 contains 10425 members 
Mstep: Class 14 contains 2875 members 
Mstep: Class 15 contains 11908 members 
Mstep: Class 16 contains 36901 members 
Mstep: Class 17 contains 20138 members 
Mstep: Class 18 contains 26560 members 
Mstep: Class 19 contains 16409 members 
Mstep: Class 20 contains 45320 members 
Mstep: Class 21 contains 15438 members 
Mstep: Class 22 contains 22968 members 
Mstep: Class 23 contains 12603 members 
Mstep: Class 24 contains 45582 members 
Mstep: Class 25 contains 7587 members 
Mstep: Class 26 contains 6805 members 
Mstep: Class 27 contains 21572 members 
Mstep: Class 28 contains 7524 members 
Mstep: Class 29 contains 9062 members 
Mstep: Class 30 contains 32587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87958528.000000 Penalty: 61201.164062
Iteration 73Q: 31 clusters Score -8.795853e+07 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 28944 members 
Mstep: Class 2 contains 97242 members 
Mstep: Class 3 contains 20186 members 
Mstep: Class 4 contains 44810 members 
Mstep: Class 5 contains 67150 members 
Mstep: Class 6 contains 125120 members 
Mstep: Class 7 contains 18785 members 
Mstep: Class 8 contains 40104 members 
Mstep: Class 9 contains 19345 members 
Mstep: Class 10 contains 20379 members 
Mstep: Class 11 contains 50572 members 
Mstep: Class 12 contains 14982 members 
Mstep: Class 13 contains 10357 members 
Mstep: Class 14 contains 2889 members 
Mstep: Class 15 contains 11958 members 
Mstep: Class 16 contains 37015 members 
Mstep: Class 17 contains 20108 members 
Mstep: Class 18 contains 26592 members 
Mstep: Class 19 contains 16407 members 
Mstep: Class 20 contains 45196 members 
Mstep: Class 21 contains 15467 members 
Mstep: Class 22 contains 22841 members 
Mstep: Class 23 contains 12600 members 
Mstep: Class 24 contains 45522 members 
Mstep: Class 25 contains 7604 members 
Mstep: Class 26 contains 6805 members 
Mstep: Class 27 contains 21665 members 
Mstep: Class 28 contains 7523 members 
Mstep: Class 29 contains 9145 members 
Mstep: Class 30 contains 32440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87959160.000000 Penalty: 61201.164062
Iteration 74Q: 31 clusters Score -8.795916e+07 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 28944 members 
Mstep: Class 2 contains 98263 members 
Mstep: Class 3 contains 20113 members 
Mstep: Class 4 contains 44885 members 
Mstep: Class 5 contains 67060 members 
Mstep: Class 6 contains 125249 members 
Mstep: Class 7 contains 17770 members 
Mstep: Class 8 contains 39961 members 
Mstep: Class 9 contains 19348 members 
Mstep: Class 10 contains 20310 members 
Mstep: Class 11 contains 50570 members 
Mstep: Class 12 contains 15207 members 
Mstep: Class 13 contains 10306 members 
Mstep: Class 14 contains 2908 members 
Mstep: Class 15 contains 12002 members 
Mstep: Class 16 contains 37158 members 
Mstep: Class 17 contains 20082 members 
Mstep: Class 18 contains 26627 members 
Mstep: Class 19 contains 16406 members 
Mstep: Class 20 contains 45086 members 
Mstep: Class 21 contains 15486 members 
Mstep: Class 22 contains 22727 members 
Mstep: Class 23 contains 12606 members 
Mstep: Class 24 contains 45470 members 
Mstep: Class 25 contains 7619 members 
Mstep: Class 26 contains 6812 members 
Mstep: Class 27 contains 21727 members 
Mstep: Class 28 contains 7522 members 
Mstep: Class 29 contains 9241 members 
Mstep: Class 30 contains 32288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87959928.000000 Penalty: 61201.164062
Iteration 75Q: 31 clusters Score -8.795993e+07 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 28944 members 
Mstep: Class 2 contains 99288 members 
Mstep: Class 3 contains 20037 members 
Mstep: Class 4 contains 44937 members 
Mstep: Class 5 contains 66990 members 
Mstep: Class 6 contains 125360 members 
Mstep: Class 7 contains 16783 members 
Mstep: Class 8 contains 39778 members 
Mstep: Class 9 contains 19352 members 
Mstep: Class 10 contains 20293 members 
Mstep: Class 11 contains 50593 members 
Mstep: Class 12 contains 15421 members 
Mstep: Class 13 contains 10258 members 
Mstep: Class 14 contains 2928 members 
Mstep: Class 15 contains 12045 members 
Mstep: Class 16 contains 37334 members 
Mstep: Class 17 contains 20047 members 
Mstep: Class 18 contains 26644 members 
Mstep: Class 19 contains 16404 members 
Mstep: Class 20 contains 44963 members 
Mstep: Class 21 contains 15501 members 
Mstep: Class 22 contains 22601 members 
Mstep: Class 23 contains 12601 members 
Mstep: Class 24 contains 45437 members 
Mstep: Class 25 contains 7628 members 
Mstep: Class 26 contains 6811 members 
Mstep: Class 27 contains 21778 members 
Mstep: Class 28 contains 7523 members 
Mstep: Class 29 contains 9328 members 
Mstep: Class 30 contains 32146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87960704.000000 Penalty: 61201.164062
Iteration 76Q: 31 clusters Score -8.79607e+07 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 28943 members 
Mstep: Class 2 contains 100349 members 
Mstep: Class 3 contains 19987 members 
Mstep: Class 4 contains 44946 members 
Mstep: Class 5 contains 66900 members 
Mstep: Class 6 contains 125336 members 
Mstep: Class 7 contains 15871 members 
Mstep: Class 8 contains 39608 members 
Mstep: Class 9 contains 19362 members 
Mstep: Class 10 contains 20286 members 
Mstep: Class 11 contains 50610 members 
Mstep: Class 12 contains 15638 members 
Mstep: Class 13 contains 10227 members 
Mstep: Class 14 contains 2944 members 
Mstep: Class 15 contains 12072 members 
Mstep: Class 16 contains 37516 members 
Mstep: Class 17 contains 20003 members 
Mstep: Class 18 contains 26690 members 
Mstep: Class 19 contains 16404 members 
Mstep: Class 20 contains 44848 members 
Mstep: Class 21 contains 15511 members 
Mstep: Class 22 contains 22491 members 
Mstep: Class 23 contains 12607 members 
Mstep: Class 24 contains 45403 members 
Mstep: Class 25 contains 7641 members 
Mstep: Class 26 contains 6818 members 
Mstep: Class 27 contains 21813 members 
Mstep: Class 28 contains 7523 members 
Mstep: Class 29 contains 9397 members 
Mstep: Class 30 contains 32009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87961024.000000 Penalty: 61201.164062
Iteration 77Q: 31 clusters Score -8.796102e+07 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 28942 members 
Mstep: Class 2 contains 101358 members 
Mstep: Class 3 contains 19987 members 
Mstep: Class 4 contains 44937 members 
Mstep: Class 5 contains 66842 members 
Mstep: Class 6 contains 125250 members 
Mstep: Class 7 contains 15075 members 
Mstep: Class 8 contains 39441 members 
Mstep: Class 9 contains 19359 members 
Mstep: Class 10 contains 20255 members 
Mstep: Class 11 contains 50610 members 
Mstep: Class 12 contains 15866 members 
Mstep: Class 13 contains 10184 members 
Mstep: Class 14 contains 2957 members 
Mstep: Class 15 contains 12101 members 
Mstep: Class 16 contains 37683 members 
Mstep: Class 17 contains 19958 members 
Mstep: Class 18 contains 26713 members 
Mstep: Class 19 contains 16404 members 
Mstep: Class 20 contains 44735 members 
Mstep: Class 21 contains 15522 members 
Mstep: Class 22 contains 22408 members 
Mstep: Class 23 contains 12619 members 
Mstep: Class 24 contains 45364 members 
Mstep: Class 25 contains 7653 members 
Mstep: Class 26 contains 6820 members 
Mstep: Class 27 contains 21858 members 
Mstep: Class 28 contains 7523 members 
Mstep: Class 29 contains 9462 members 
Mstep: Class 30 contains 31867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87961352.000000 Penalty: 61201.164062
Iteration 78Q: 31 clusters Score -8.796135e+07 nChanged 3514
Entering ConstructFrom: 
Score: -87961352.000000 Penalty: 61201.164062
Entering ConstructFrom: 
Trying to split cluster 1 (28943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28943 members 
Entering Unmasked Estep 
Score: -3006238.250000 Penalty: 1528.634888
	Iteration 0F: 2 clusters Score -3006238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -2987362.500000 Penalty: 3057.269775
	Iteration 0F: 3 clusters Score -2987362 nChanged 13107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -2994647.250000 Penalty: 3057.269775
	Iteration 1F: 3 clusters Score -2994647 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -2995524.750000 Penalty: 3057.269775
	Iteration 2F: 3 clusters Score -2995525 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -2996611.000000 Penalty: 3057.269775
	Iteration 3F: 3 clusters Score -2996611 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -2997797.750000 Penalty: 3057.269775
	Iteration 4F: 3 clusters Score -2997798 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -2999094.500000 Penalty: 3057.269775
	Iteration 5F: 3 clusters Score -2999094 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -3000564.500000 Penalty: 3057.269775
	Iteration 6F: 3 clusters Score -3000564 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -3002545.000000 Penalty: 3057.269775
	Iteration 7F: 3 clusters Score -3002545 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -3005834.250000 Penalty: 3057.269775
	Iteration 8F: 3 clusters Score -3005834 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -3010570.250000 Penalty: 3057.269775
	Iteration 9F: 3 clusters Score -3010570 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -3015210.500000 Penalty: 3057.269775
	Iteration 10F: 3 clusters Score -3015210 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -3019621.250000 Penalty: 3057.269775
	Iteration 11F: 3 clusters Score -3019621 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -3023110.500000 Penalty: 3057.269775
	Iteration 12Q: 3 clusters Score -3023110 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -3024228.250000 Penalty: 3057.269775
	Iteration 13Q: 3 clusters Score -3024228 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -3024338.250000 Penalty: 3057.269775
	Iteration 14Q: 3 clusters Score -3024338 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -3024333.750000 Penalty: 3057.269775
	Iteration 15Q: 3 clusters Score -3024334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -3024336.500000 Penalty: 3057.269775
	Iteration 16Q: 3 clusters Score -3024336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -3024336.500000 Penalty: 3057.269775
	Iteration 17F: 3 clusters Score -3024336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 102376 members 
Mstep: Class 3 contains 19964 members 
Mstep: Class 4 contains 44908 members 
Mstep: Class 5 contains 66756 members 
Mstep: Class 6 contains 125102 members 
Mstep: Class 7 contains 14331 members 
Mstep: Class 8 contains 39231 members 
Mstep: Class 9 contains 19353 members 
Mstep: Class 10 contains 20264 members 
Mstep: Class 11 contains 50623 members 
Mstep: Class 12 contains 16071 members 
Mstep: Class 13 contains 10152 members 
Mstep: Class 14 contains 2975 members 
Mstep: Class 15 contains 12136 members 
Mstep: Class 16 contains 37886 members 
Mstep: Class 17 contains 19920 members 
Mstep: Class 18 contains 26729 members 
Mstep: Class 19 contains 16405 members 
Mstep: Class 20 contains 44643 members 
Mstep: Class 21 contains 15532 members 
Mstep: Class 22 contains 22315 members 
Mstep: Class 23 contains 12639 members 
Mstep: Class 24 contains 45322 members 
Mstep: Class 25 contains 7655 members 
Mstep: Class 26 contains 6825 members 
Mstep: Class 27 contains 21904 members 
Mstep: Class 28 contains 7523 members 
Mstep: Class 29 contains 9537 members 
Mstep: Class 30 contains 31733 members 
Mstep: Class 31 contains 17375 members 
Entering Unmasked Estep 
Score: -87979288.000000 Penalty: 63241.207031
Splitting cluster 1 changes total score from -87961352.000000 to -87979288.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 2 (102376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102376 members 
Entering Unmasked Estep 
Score: -10356745.000000 Penalty: 1716.617432
	Iteration 0F: 2 clusters Score -1.035674e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51028 members 
Mstep: Class 2 contains 51348 members 
Entering Unmasked Estep 
Score: -10289506.000000 Penalty: 3433.234863
	Iteration 0F: 3 clusters Score -1.028951e+07 nChanged 48479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50213 members 
Mstep: Class 2 contains 52163 members 
Entering Unmasked Estep 
Score: -10318072.000000 Penalty: 3433.234863
	Iteration 1F: 3 clusters Score -1.031807e+07 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49843 members 
Mstep: Class 2 contains 52533 members 
Entering Unmasked Estep 
Score: -10319551.000000 Penalty: 3433.234863
	Iteration 2Q: 3 clusters Score -1.031955e+07 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49403 members 
Mstep: Class 2 contains 52973 members 
Entering Unmasked Estep 
Score: -10321367.000000 Penalty: 3433.234863
	Iteration 3Q: 3 clusters Score -1.032137e+07 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48819 members 
Mstep: Class 2 contains 53557 members 
Entering Unmasked Estep 
Score: -10323468.000000 Penalty: 3433.234863
	Iteration 4Q: 3 clusters Score -1.032347e+07 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47866 members 
Mstep: Class 2 contains 54510 members 
Entering Unmasked Estep 
Score: -10326091.000000 Penalty: 3433.234863
	Iteration 5F: 3 clusters Score -1.032609e+07 nChanged 5451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46525 members 
Mstep: Class 2 contains 55851 members 
Entering Unmasked Estep 
Score: -10328826.000000 Penalty: 3433.234863
	Iteration 6F: 3 clusters Score -1.032883e+07 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44622 members 
Mstep: Class 2 contains 57754 members 
Entering Unmasked Estep 
Score: -10331392.000000 Penalty: 3433.234863
	Iteration 7F: 3 clusters Score -1.033139e+07 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42210 members 
Mstep: Class 2 contains 60166 members 
Entering Unmasked Estep 
Score: -10333677.000000 Penalty: 3433.234863
	Iteration 8Q: 3 clusters Score -1.033368e+07 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39255 members 
Mstep: Class 2 contains 63121 members 
Entering Unmasked Estep 
Score: -10335810.000000 Penalty: 3433.234863
	Iteration 9Q: 3 clusters Score -1.033581e+07 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35758 members 
Mstep: Class 2 contains 66618 members 
Entering Unmasked Estep 
Score: -10337913.000000 Penalty: 3433.234863
	Iteration 10Q: 3 clusters Score -1.033791e+07 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31937 members 
Mstep: Class 2 contains 70439 members 
Entering Unmasked Estep 
Score: -10340021.000000 Penalty: 3433.234863
	Iteration 11Q: 3 clusters Score -1.034002e+07 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27980 members 
Mstep: Class 2 contains 74396 members 
Entering Unmasked Estep 
Score: -10342024.000000 Penalty: 3433.234863
	Iteration 12Q: 3 clusters Score -1.034202e+07 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 78557 members 
Entering Unmasked Estep 
Score: -10344221.000000 Penalty: 3433.234863
	Iteration 13Q: 3 clusters Score -1.034422e+07 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 82572 members 
Entering Unmasked Estep 
Score: -10346322.000000 Penalty: 3433.234863
	Iteration 14Q: 3 clusters Score -1.034632e+07 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 86361 members 
Entering Unmasked Estep 
Score: -10348395.000000 Penalty: 3433.234863
	Iteration 15Q: 3 clusters Score -1.03484e+07 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 89704 members 
Entering Unmasked Estep 
Score: -10350243.000000 Penalty: 3433.234863
	Iteration 16Q: 3 clusters Score -1.035024e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 92549 members 
Entering Unmasked Estep 
Score: -10351815.000000 Penalty: 3433.234863
	Iteration 17Q: 3 clusters Score -1.035182e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 94845 members 
Entering Unmasked Estep 
Score: -10353000.000000 Penalty: 3433.234863
	Iteration 18Q: 3 clusters Score -1.0353e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 96546 members 
Entering Unmasked Estep 
Score: -10353860.000000 Penalty: 3433.234863
	Iteration 19Q: 3 clusters Score -1.035386e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 97795 members 
Entering Unmasked Estep 
Score: -10354515.000000 Penalty: 3433.234863
	Iteration 20F: 3 clusters Score -1.035452e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 98643 members 
Entering Unmasked Estep 
Score: -10354884.000000 Penalty: 3433.234863
	Iteration 21Q: 3 clusters Score -1.035488e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 99258 members 
Entering Unmasked Estep 
Score: -10355118.000000 Penalty: 3433.234863
	Iteration 22Q: 3 clusters Score -1.035512e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 99700 members 
Entering Unmasked Estep 
Score: -10355366.000000 Penalty: 3433.234863
	Iteration 23Q: 3 clusters Score -1.035537e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 100001 members 
Entering Unmasked Estep 
Score: -10355516.000000 Penalty: 3433.234863
	Iteration 24Q: 3 clusters Score -1.035552e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 100213 members 
Entering Unmasked Estep 
Score: -10355567.000000 Penalty: 3433.234863
	Iteration 25Q: 3 clusters Score -1.035557e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 100365 members 
Entering Unmasked Estep 
Score: -10355632.000000 Penalty: 3433.234863
	Iteration 26Q: 3 clusters Score -1.035563e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 100487 members 
Entering Unmasked Estep 
Score: -10355677.000000 Penalty: 3433.234863
	Iteration 27Q: 3 clusters Score -1.035568e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 100562 members 
Entering Unmasked Estep 
Score: -10355709.000000 Penalty: 3433.234863
	Iteration 28Q: 3 clusters Score -1.035571e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 100621 members 
Entering Unmasked Estep 
Score: -10355751.000000 Penalty: 3433.234863
	Iteration 29Q: 3 clusters Score -1.035575e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 100647 members 
Entering Unmasked Estep 
Score: -10355775.000000 Penalty: 3433.234863
	Iteration 30Q: 3 clusters Score -1.035578e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 100682 members 
Entering Unmasked Estep 
Score: -10355793.000000 Penalty: 3433.234863
	Iteration 31Q: 3 clusters Score -1.035579e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 100724 members 
Entering Unmasked Estep 
Score: -10355810.000000 Penalty: 3433.234863
	Iteration 32Q: 3 clusters Score -1.035581e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 100755 members 
Entering Unmasked Estep 
Score: -10355806.000000 Penalty: 3433.234863
	Iteration 33Q: 3 clusters Score -1.035581e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 100774 members 
Entering Unmasked Estep 
Score: -10355818.000000 Penalty: 3433.234863
	Iteration 34Q: 3 clusters Score -1.035582e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 100793 members 
Entering Unmasked Estep 
Score: -10355827.000000 Penalty: 3433.234863
	Iteration 35Q: 3 clusters Score -1.035583e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 100804 members 
Entering Unmasked Estep 
Score: -10355832.000000 Penalty: 3433.234863
	Iteration 36Q: 3 clusters Score -1.035583e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 100812 members 
Entering Unmasked Estep 
Score: -10355847.000000 Penalty: 3433.234863
	Iteration 37Q: 3 clusters Score -1.035585e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 100823 members 
Entering Unmasked Estep 
Score: -10355842.000000 Penalty: 3433.234863
	Iteration 38Q: 3 clusters Score -1.035584e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 100836 members 
Entering Unmasked Estep 
Score: -10355847.000000 Penalty: 3433.234863
	Iteration 39Q: 3 clusters Score -1.035585e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 100850 members 
Entering Unmasked Estep 
Score: -10355842.000000 Penalty: 3433.234863
	Iteration 40F: 3 clusters Score -1.035584e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 100866 members 
Entering Unmasked Estep 
Score: -10355844.000000 Penalty: 3433.234863
	Iteration 41Q: 3 clusters Score -1.035584e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 100879 members 
Entering Unmasked Estep 
Score: -10355856.000000 Penalty: 3433.234863
	Iteration 42Q: 3 clusters Score -1.035586e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 100890 members 
Entering Unmasked Estep 
Score: -10355845.000000 Penalty: 3433.234863
	Iteration 43Q: 3 clusters Score -1.035584e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 100894 members 
Entering Unmasked Estep 
Score: -10355853.000000 Penalty: 3433.234863
	Iteration 44Q: 3 clusters Score -1.035585e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 100902 members 
Entering Unmasked Estep 
Score: -10355869.000000 Penalty: 3433.234863
	Iteration 45Q: 3 clusters Score -1.035587e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 100908 members 
Entering Unmasked Estep 
Score: -10355870.000000 Penalty: 3433.234863
	Iteration 46Q: 3 clusters Score -1.035587e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 100918 members 
Entering Unmasked Estep 
Score: -10355872.000000 Penalty: 3433.234863
	Iteration 47Q: 3 clusters Score -1.035587e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 100931 members 
Entering Unmasked Estep 
Score: -10355878.000000 Penalty: 3433.234863
	Iteration 48Q: 3 clusters Score -1.035588e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 100939 members 
Entering Unmasked Estep 
Score: -10355873.000000 Penalty: 3433.234863
	Iteration 49Q: 3 clusters Score -1.035587e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 100947 members 
Entering Unmasked Estep 
Score: -10355863.000000 Penalty: 3433.234863
	Iteration 50Q: 3 clusters Score -1.035586e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 100957 members 
Entering Unmasked Estep 
Score: -10355863.000000 Penalty: 3433.234863
	Iteration 51Q: 3 clusters Score -1.035586e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 100965 members 
Entering Unmasked Estep 
Score: -10355875.000000 Penalty: 3433.234863
	Iteration 52Q: 3 clusters Score -1.035588e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 100973 members 
Entering Unmasked Estep 
Score: -10355876.000000 Penalty: 3433.234863
	Iteration 53Q: 3 clusters Score -1.035588e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 100980 members 
Entering Unmasked Estep 
Score: -10355884.000000 Penalty: 3433.234863
	Iteration 54Q: 3 clusters Score -1.035588e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 100981 members 
Entering Unmasked Estep 
Score: -10355882.000000 Penalty: 3433.234863
	Iteration 55Q: 3 clusters Score -1.035588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 100983 members 
Entering Unmasked Estep 
Score: -10355882.000000 Penalty: 3433.234863
	Iteration 56Q: 3 clusters Score -1.035588e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 100983 members 
Entering Unmasked Estep 
Score: -10355882.000000 Penalty: 3433.234863
	Iteration 57F: 3 clusters Score -1.035588e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Entering Unmasked Estep 
Score: -1974337.750000 Penalty: 1473.370850
	Iteration 0F: 2 clusters Score -1974338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1961316.250000 Penalty: 2946.741699
	Iteration 0F: 3 clusters Score -1961316 nChanged 8785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1966642.750000 Penalty: 2946.741699
	Iteration 1F: 3 clusters Score -1966643 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1968514.375000 Penalty: 2946.741699
	Iteration 2F: 3 clusters Score -1968514 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1971025.000000 Penalty: 2946.741699
	Iteration 3F: 3 clusters Score -1971025 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1973477.375000 Penalty: 2946.741699
	Iteration 4F: 3 clusters Score -1973477 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1974982.000000 Penalty: 2946.741699
	Iteration 5F: 3 clusters Score -1974982 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1975714.250000 Penalty: 2946.741699
	Iteration 6F: 3 clusters Score -1975714 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1976050.125000 Penalty: 2946.741699
	Iteration 7Q: 3 clusters Score -1976050 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1976190.500000 Penalty: 2946.741699
	Iteration 8Q: 3 clusters Score -1976190 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1976257.625000 Penalty: 2946.741699
	Iteration 9Q: 3 clusters Score -1976258 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1976309.500000 Penalty: 2946.741699
	Iteration 10Q: 3 clusters Score -1976310 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1976344.750000 Penalty: 2946.741699
	Iteration 11Q: 3 clusters Score -1976345 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1976383.875000 Penalty: 2946.741699
	Iteration 12Q: 3 clusters Score -1976384 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1976410.750000 Penalty: 2946.741699
	Iteration 13Q: 3 clusters Score -1976411 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1976427.125000 Penalty: 2946.741699
	Iteration 14Q: 3 clusters Score -1976427 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1976444.000000 Penalty: 2946.741699
	Iteration 15Q: 3 clusters Score -1976444 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1976457.375000 Penalty: 2946.741699
	Iteration 16Q: 3 clusters Score -1976457 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1976477.375000 Penalty: 2946.741699
	Iteration 17Q: 3 clusters Score -1976477 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1976486.250000 Penalty: 2946.741699
	Iteration 18Q: 3 clusters Score -1976486 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1976484.750000 Penalty: 2946.741699
	Iteration 19Q: 3 clusters Score -1976485 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1976487.500000 Penalty: 2946.741699
	Iteration 20F: 3 clusters Score -1976488 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1976496.625000 Penalty: 2946.741699
	Iteration 21Q: 3 clusters Score -1976497 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1976499.000000 Penalty: 2946.741699
	Iteration 22Q: 3 clusters Score -1976499 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1976499.250000 Penalty: 2946.741699
	Iteration 23Q: 3 clusters Score -1976499 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1976505.000000 Penalty: 2946.741699
	Iteration 24Q: 3 clusters Score -1976505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1976502.875000 Penalty: 2946.741699
	Iteration 25Q: 3 clusters Score -1976503 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1976506.500000 Penalty: 2946.741699
	Iteration 26Q: 3 clusters Score -1976506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1976512.750000 Penalty: 2946.741699
	Iteration 27Q: 3 clusters Score -1976513 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1976511.375000 Penalty: 2946.741699
	Iteration 28Q: 3 clusters Score -1976511 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1976515.375000 Penalty: 2946.741699
	Iteration 29Q: 3 clusters Score -1976515 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1976525.375000 Penalty: 2946.741699
	Iteration 30Q: 3 clusters Score -1976525 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1976516.750000 Penalty: 2946.741699
	Iteration 31Q: 3 clusters Score -1976517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1976521.250000 Penalty: 2946.741699
	Iteration 32Q: 3 clusters Score -1976521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1976521.125000 Penalty: 2946.741699
	Iteration 33Q: 3 clusters Score -1976521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1976521.125000 Penalty: 2946.741699
	Iteration 34F: 3 clusters Score -1976521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 102376 members 
Mstep: Class 3 contains 16275 members 
Mstep: Class 4 contains 44908 members 
Mstep: Class 5 contains 66756 members 
Mstep: Class 6 contains 125102 members 
Mstep: Class 7 contains 14331 members 
Mstep: Class 8 contains 39231 members 
Mstep: Class 9 contains 19353 members 
Mstep: Class 10 contains 20264 members 
Mstep: Class 11 contains 50623 members 
Mstep: Class 12 contains 16071 members 
Mstep: Class 13 contains 10152 members 
Mstep: Class 14 contains 2975 members 
Mstep: Class 15 contains 12136 members 
Mstep: Class 16 contains 37886 members 
Mstep: Class 17 contains 19920 members 
Mstep: Class 18 contains 26729 members 
Mstep: Class 19 contains 16405 members 
Mstep: Class 20 contains 44643 members 
Mstep: Class 21 contains 15532 members 
Mstep: Class 22 contains 22315 members 
Mstep: Class 23 contains 12639 members 
Mstep: Class 24 contains 45322 members 
Mstep: Class 25 contains 7655 members 
Mstep: Class 26 contains 6825 members 
Mstep: Class 27 contains 21904 members 
Mstep: Class 28 contains 7523 members 
Mstep: Class 29 contains 9537 members 
Mstep: Class 30 contains 31733 members 
Mstep: Class 31 contains 17375 members 
Mstep: Class 32 contains 3689 members 
Entering Unmasked Estep 
Score: -87980576.000000 Penalty: 65281.242188
Splitting cluster 3 changes total score from -87961352.000000 to -87980576.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 4 (44908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44908 members 
Entering Unmasked Estep 
Score: -4642819.500000 Penalty: 1594.000854
	Iteration 0F: 2 clusters Score -4642820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22607 members 
Mstep: Class 2 contains 22301 members 
Entering Unmasked Estep 
Score: -4613594.500000 Penalty: 3188.001709
	Iteration 0F: 3 clusters Score -4613594 nChanged 20743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -4625013.000000 Penalty: 3188.001709
	Iteration 1F: 3 clusters Score -4625013 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24511 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -4625922.000000 Penalty: 3188.001709
	Iteration 2Q: 3 clusters Score -4625922 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -4627296.000000 Penalty: 3188.001709
	Iteration 3F: 3 clusters Score -4627296 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27540 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -4629433.500000 Penalty: 3188.001709
	Iteration 4F: 3 clusters Score -4629434 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29792 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -4632457.500000 Penalty: 3188.001709
	Iteration 5F: 3 clusters Score -4632458 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32203 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -4635891.500000 Penalty: 3188.001709
	Iteration 6F: 3 clusters Score -4635892 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34128 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -4638988.000000 Penalty: 3188.001709
	Iteration 7F: 3 clusters Score -4638988 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35232 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -4641138.500000 Penalty: 3188.001709
	Iteration 8Q: 3 clusters Score -4641138 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35749 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -4642199.500000 Penalty: 3188.001709
	Iteration 9Q: 3 clusters Score -4642200 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36037 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -4642641.000000 Penalty: 3188.001709
	Iteration 10Q: 3 clusters Score -4642641 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36214 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -4642848.500000 Penalty: 3188.001709
	Iteration 11Q: 3 clusters Score -4642848 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36369 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -4642960.500000 Penalty: 3188.001709
	Iteration 12Q: 3 clusters Score -4642960 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36497 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -4643014.000000 Penalty: 3188.001709
	Iteration 13Q: 3 clusters Score -4643014 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36575 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -4643051.000000 Penalty: 3188.001709
	Iteration 14Q: 3 clusters Score -4643051 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36633 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -4643069.000000 Penalty: 3188.001709
	Iteration 15Q: 3 clusters Score -4643069 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36688 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -4643089.000000 Penalty: 3188.001709
	Iteration 16Q: 3 clusters Score -4643089 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36725 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -4643094.500000 Penalty: 3188.001709
	Iteration 17Q: 3 clusters Score -4643094 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36753 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -4643107.500000 Penalty: 3188.001709
	Iteration 18Q: 3 clusters Score -4643108 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36791 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -4643105.000000 Penalty: 3188.001709
	Iteration 19Q: 3 clusters Score -4643105 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36822 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -4643101.500000 Penalty: 3188.001709
	Iteration 20F: 3 clusters Score -4643102 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36844 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -4643097.500000 Penalty: 3188.001709
	Iteration 21Q: 3 clusters Score -4643098 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36867 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -4643101.000000 Penalty: 3188.001709
	Iteration 22Q: 3 clusters Score -4643101 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36885 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -4643100.500000 Penalty: 3188.001709
	Iteration 23Q: 3 clusters Score -4643100 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36902 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -4643112.500000 Penalty: 3188.001709
	Iteration 24Q: 3 clusters Score -4643112 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36918 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -4643121.500000 Penalty: 3188.001709
	Iteration 25Q: 3 clusters Score -4643122 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36935 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -4643115.500000 Penalty: 3188.001709
	Iteration 26Q: 3 clusters Score -4643116 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36950 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -4643110.500000 Penalty: 3188.001709
	Iteration 27Q: 3 clusters Score -4643110 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36967 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -4643113.500000 Penalty: 3188.001709
	Iteration 28Q: 3 clusters Score -4643114 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36982 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -4643122.500000 Penalty: 3188.001709
	Iteration 29Q: 3 clusters Score -4643122 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36996 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -4643127.500000 Penalty: 3188.001709
	Iteration 30Q: 3 clusters Score -4643128 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37020 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -4643127.500000 Penalty: 3188.001709
	Iteration 31Q: 3 clusters Score -4643128 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37041 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -4643127.500000 Penalty: 3188.001709
	Iteration 32Q: 3 clusters Score -4643128 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37064 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -4643124.500000 Penalty: 3188.001709
	Iteration 33Q: 3 clusters Score -4643124 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37083 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -4643126.500000 Penalty: 3188.001709
	Iteration 34Q: 3 clusters Score -4643126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37099 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -4643130.500000 Penalty: 3188.001709
	Iteration 35Q: 3 clusters Score -4643130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37108 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -4643133.000000 Penalty: 3188.001709
	Iteration 36Q: 3 clusters Score -4643133 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37122 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -4643127.000000 Penalty: 3188.001709
	Iteration 37Q: 3 clusters Score -4643127 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37132 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -4643127.500000 Penalty: 3188.001709
	Iteration 38Q: 3 clusters Score -4643128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37142 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -4643137.000000 Penalty: 3188.001709
	Iteration 39Q: 3 clusters Score -4643137 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37153 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -4643126.500000 Penalty: 3188.001709
	Iteration 40F: 3 clusters Score -4643126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37161 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -4643126.000000 Penalty: 3188.001709
	Iteration 41Q: 3 clusters Score -4643126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37173 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -4643135.500000 Penalty: 3188.001709
	Iteration 42Q: 3 clusters Score -4643136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37185 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -4643138.000000 Penalty: 3188.001709
	Iteration 43Q: 3 clusters Score -4643138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37201 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -4643138.000000 Penalty: 3188.001709
	Iteration 44Q: 3 clusters Score -4643138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37210 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -4643135.500000 Penalty: 3188.001709
	Iteration 45Q: 3 clusters Score -4643136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37214 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -4643131.500000 Penalty: 3188.001709
	Iteration 46Q: 3 clusters Score -4643132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37219 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -4643135.000000 Penalty: 3188.001709
	Iteration 47Q: 3 clusters Score -4643135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37225 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -4643132.000000 Penalty: 3188.001709
	Iteration 48Q: 3 clusters Score -4643132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37232 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -4643134.500000 Penalty: 3188.001709
	Iteration 49Q: 3 clusters Score -4643134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37238 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -4643140.500000 Penalty: 3188.001709
	Iteration 50Q: 3 clusters Score -4643140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37241 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -4643144.000000 Penalty: 3188.001709
	Iteration 51Q: 3 clusters Score -4643144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37242 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -4643147.000000 Penalty: 3188.001709
	Iteration 52Q: 3 clusters Score -4643147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37243 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -4643140.000000 Penalty: 3188.001709
	Iteration 53Q: 3 clusters Score -4643140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37244 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -4643137.500000 Penalty: 3188.001709
	Iteration 54Q: 3 clusters Score -4643138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37245 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -4643138.000000 Penalty: 3188.001709
	Iteration 55Q: 3 clusters Score -4643138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37250 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -4643140.000000 Penalty: 3188.001709
	Iteration 56Q: 3 clusters Score -4643140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37253 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -4643141.000000 Penalty: 3188.001709
	Iteration 57Q: 3 clusters Score -4643141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37255 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -4643145.500000 Penalty: 3188.001709
	Iteration 58Q: 3 clusters Score -4643146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37257 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -4643146.000000 Penalty: 3188.001709
	Iteration 59Q: 3 clusters Score -4643146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37257 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -4643146.000000 Penalty: 3188.001709
	Iteration 60F: 3 clusters Score -4643146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 102376 members 
Mstep: Class 3 contains 16275 members 
Mstep: Class 4 contains 37257 members 
Mstep: Class 5 contains 66756 members 
Mstep: Class 6 contains 125102 members 
Mstep: Class 7 contains 14331 members 
Mstep: Class 8 contains 39231 members 
Mstep: Class 9 contains 19353 members 
Mstep: Class 10 contains 20264 members 
Mstep: Class 11 contains 50623 members 
Mstep: Class 12 contains 16071 members 
Mstep: Class 13 contains 10152 members 
Mstep: Class 14 contains 2975 members 
Mstep: Class 15 contains 12136 members 
Mstep: Class 16 contains 37886 members 
Mstep: Class 17 contains 19920 members 
Mstep: Class 18 contains 26729 members 
Mstep: Class 19 contains 16405 members 
Mstep: Class 20 contains 44643 members 
Mstep: Class 21 contains 15532 members 
Mstep: Class 22 contains 22315 members 
Mstep: Class 23 contains 12639 members 
Mstep: Class 24 contains 45322 members 
Mstep: Class 25 contains 7655 members 
Mstep: Class 26 contains 6825 members 
Mstep: Class 27 contains 21904 members 
Mstep: Class 28 contains 7523 members 
Mstep: Class 29 contains 9537 members 
Mstep: Class 30 contains 31733 members 
Mstep: Class 31 contains 17375 members 
Mstep: Class 32 contains 3689 members 
Mstep: Class 33 contains 7651 members 
Entering Unmasked Estep 
Score: -87980232.000000 Penalty: 67321.281250
Splitting cluster 4 changes total score from -87961352.000000 to -87980232.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 5 (66756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66756 members 
Entering Unmasked Estep 
Score: -6866933.500000 Penalty: 1652.989502
	Iteration 0F: 2 clusters Score -6866934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33315 members 
Mstep: Class 2 contains 33441 members 
Entering Unmasked Estep 
Score: -6823243.500000 Penalty: 3305.979004
	Iteration 0F: 3 clusters Score -6823244 nChanged 31099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32566 members 
Mstep: Class 2 contains 34190 members 
Entering Unmasked Estep 
Score: -6840884.500000 Penalty: 3305.979004
	Iteration 1F: 3 clusters Score -6840884 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32405 members 
Mstep: Class 2 contains 34351 members 
Entering Unmasked Estep 
Score: -6841811.500000 Penalty: 3305.979004
	Iteration 2Q: 3 clusters Score -6841812 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32211 members 
Mstep: Class 2 contains 34545 members 
Entering Unmasked Estep 
Score: -6843110.500000 Penalty: 3305.979004
	Iteration 3Q: 3 clusters Score -6843110 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31903 members 
Mstep: Class 2 contains 34853 members 
Entering Unmasked Estep 
Score: -6844845.000000 Penalty: 3305.979004
	Iteration 4F: 3 clusters Score -6844845 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31541 members 
Mstep: Class 2 contains 35215 members 
Entering Unmasked Estep 
Score: -6846911.500000 Penalty: 3305.979004
	Iteration 5F: 3 clusters Score -6846912 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30921 members 
Mstep: Class 2 contains 35835 members 
Entering Unmasked Estep 
Score: -6849083.000000 Penalty: 3305.979004
	Iteration 6F: 3 clusters Score -6849083 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30022 members 
Mstep: Class 2 contains 36734 members 
Entering Unmasked Estep 
Score: -6851195.000000 Penalty: 3305.979004
	Iteration 7F: 3 clusters Score -6851195 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28867 members 
Mstep: Class 2 contains 37889 members 
Entering Unmasked Estep 
Score: -6852877.000000 Penalty: 3305.979004
	Iteration 8F: 3 clusters Score -6852877 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27520 members 
Mstep: Class 2 contains 39236 members 
Entering Unmasked Estep 
Score: -6854449.500000 Penalty: 3305.979004
	Iteration 9Q: 3 clusters Score -6854450 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 40886 members 
Entering Unmasked Estep 
Score: -6855691.500000 Penalty: 3305.979004
	Iteration 10Q: 3 clusters Score -6855692 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 42652 members 
Entering Unmasked Estep 
Score: -6856716.500000 Penalty: 3305.979004
	Iteration 11Q: 3 clusters Score -6856716 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 44493 members 
Entering Unmasked Estep 
Score: -6857754.000000 Penalty: 3305.979004
	Iteration 12Q: 3 clusters Score -6857754 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 46300 members 
Entering Unmasked Estep 
Score: -6858683.000000 Penalty: 3305.979004
	Iteration 13Q: 3 clusters Score -6858683 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 48080 members 
Entering Unmasked Estep 
Score: -6859592.500000 Penalty: 3305.979004
	Iteration 14Q: 3 clusters Score -6859592 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 49764 members 
Entering Unmasked Estep 
Score: -6860466.000000 Penalty: 3305.979004
	Iteration 15Q: 3 clusters Score -6860466 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 51362 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -6861234 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 52839 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -6861969 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 54183 members 
Entering Unmasked Estep 
Score: -6862626.500000 Penalty: 3305.979004
	Iteration 18Q: 3 clusters Score -6862626 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 55347 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -6863163 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 56350 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -6863510 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 57214 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -6863826 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 58032 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -6864092 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 58776 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -6864379 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 59465 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -6864624 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 60059 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -6864805 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 60590 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6864947 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 61063 members 
Entering Unmasked Estep 
Score: -6865094.500000 Penalty: 3305.979004
	Iteration 27Q: 3 clusters Score -6865094 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 61484 members 
Entering Unmasked Estep 
Score: -6865197.500000 Penalty: 3305.979004
	Iteration 28Q: 3 clusters Score -6865198 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 61851 members 
Entering Unmasked Estep 
Score: -6865296.500000 Penalty: 3305.979004
	Iteration 29Q: 3 clusters Score -6865296 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 62157 members 
Entering Unmasked Estep 
Score: -6865365.500000 Penalty: 3305.979004
	Iteration 30Q: 3 clusters Score -6865366 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 62451 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6865453 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 62715 members 
Entering Unmasked Estep 
Score: -6865555.500000 Penalty: 3305.979004
	Iteration 32Q: 3 clusters Score -6865556 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 62932 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6865616 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 63125 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6865661 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 63291 members 
Entering Unmasked Estep 
Score: -6865676.500000 Penalty: 3305.979004
	Iteration 35Q: 3 clusters Score -6865676 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 63440 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6865716 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 63569 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6865764 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 63688 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6865793 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 63797 members 
Entering Unmasked Estep 
Score: -6865823.000000 Penalty: 3305.979004
	Iteration 39Q: 3 clusters Score -6865823 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 63892 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6865850 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 63973 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6865881 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 64048 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6865904 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 64121 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6865932 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 64187 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6865943 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 64247 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6865960 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 64293 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6865974 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 64334 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6866000 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 64386 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6866011 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 64444 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6866024 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 64486 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6866049 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 64517 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6866064 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 64549 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6866066 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 64574 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6866064 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 64601 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6866080 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 64635 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6866079 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 64659 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6866088 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 64674 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6866086 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 64684 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6866100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 64693 members 
Entering Unmasked Estep 
Score: -6866105.000000 Penalty: 3305.979004
	Iteration 59Q: 3 clusters Score -6866105 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 64703 members 
Entering Unmasked Estep 
Score: -6866102.500000 Penalty: 3305.979004
	Iteration 60F: 3 clusters Score -6866102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 64715 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6866108 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 64733 members 
Entering Unmasked Estep 
Score: -6866114.500000 Penalty: 3305.979004
	Iteration 62Q: 3 clusters Score -6866114 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 64752 members 
Entering Unmasked Estep 
Score: -6866121.000000 Penalty: 3305.979004
	Iteration 63Q: 3 clusters Score -6866121 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 64770 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6866122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 64783 members 
Entering Unmasked Estep 
Score: -6866130.000000 Penalty: 3305.979004
	Iteration 65Q: 3 clusters Score -6866130 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 64793 members 
Entering Unmasked Estep 
Score: -6866136.500000 Penalty: 3305.979004
	Iteration 66Q: 3 clusters Score -6866136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 64806 members 
Entering Unmasked Estep 
Score: -6866141.000000 Penalty: 3305.979004
	Iteration 67Q: 3 clusters Score -6866141 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 64817 members 
Entering Unmasked Estep 
Score: -6866154.000000 Penalty: 3305.979004
	Iteration 68Q: 3 clusters Score -6866154 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 64828 members 
Entering Unmasked Estep 
Score: -6866144.500000 Penalty: 3305.979004
	Iteration 69Q: 3 clusters Score -6866144 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 64839 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6866156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 64841 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6866157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 64846 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6866154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 64853 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6866154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 64859 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6866156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 64860 members 
Entering Unmasked Estep 
Score: -6866158.500000 Penalty: 3305.979004
	Iteration 75Q: 3 clusters Score -6866158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 64862 members 
Entering Unmasked Estep 
Score: -6866160.000000 Penalty: 3305.979004
	Iteration 76Q: 3 clusters Score -6866160 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 64868 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6866163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 64871 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6866162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 64874 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6866164 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 64874 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6866165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 64876 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6866164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 64878 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6866169 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 64878 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6866169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 64880 members 
Entering Unmasked Estep 
Score: -6866176.500000 Penalty: 3305.979004
	Iteration 84Q: 3 clusters Score -6866176 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 64880 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6866174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 64883 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6866173 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 64886 members 
Entering Unmasked Estep 
Score: -6866180.500000 Penalty: 3305.979004
	Iteration 87Q: 3 clusters Score -6866180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 64890 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6866178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 64894 members 
Entering Unmasked Estep 
Score: -6866183.500000 Penalty: 3305.979004
	Iteration 89Q: 3 clusters Score -6866184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 64903 members 
Entering Unmasked Estep 
Score: -6866189.500000 Penalty: 3305.979004
	Iteration 90Q: 3 clusters Score -6866190 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 64918 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6866190 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 64930 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6866191 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 64940 members 
Entering Unmasked Estep 
Score: -6866196.500000 Penalty: 3305.979004
	Iteration 93Q: 3 clusters Score -6866196 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 64948 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6866202 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 64950 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6866217 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 64960 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6866226 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 64973 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6866230 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 64989 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6866244 nChanged 28
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Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 65003 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6866268 nChanged 37
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 65024 members 
Entering Unmasked Estep 
Score: -6866278.500000 Penalty: 3305.979004
	Iteration 100F: 3 clusters Score -6866278 nChanged 29
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Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 65031 members 
Entering Unmasked Estep 
Score: -6866289.000000 Penalty: 3305.979004
	Iteration 101Q: 3 clusters Score -6866289 nChanged 24
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Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 65039 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6866291 nChanged 24
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Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 65047 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6866307 nChanged 22
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Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 65053 members 
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	Iteration 104Q: 3 clusters Score -6866301 nChanged 16
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Mstep: Class 1 contains 1703 members 
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	Iteration 105Q: 3 clusters Score -6866296 nChanged 16
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Mstep: Class 1 contains 1701 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6866306 nChanged 21
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Mstep: Class 1 contains 1698 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6866308 nChanged 15
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	Iteration 108Q: 3 clusters Score -6866308 nChanged 10
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Mstep: Class 2 contains 65063 members 
Entering Unmasked Estep 
Score: -6866318.500000 Penalty: 3305.979004
	Iteration 109Q: 3 clusters Score -6866318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 65074 members 
Entering Unmasked Estep 
Score: -6866322.000000 Penalty: 3305.979004
	Iteration 110Q: 3 clusters Score -6866322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 65081 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6866320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 65088 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -6866321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 65093 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -6866322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 65099 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -6866323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 65104 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -6866324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 65102 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -6866320 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 65103 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -6866324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 65107 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -6866326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 65110 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -6866336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 65116 members 
Entering Unmasked Estep 
Score: -6866335.500000 Penalty: 3305.979004
	Iteration 120F: 3 clusters Score -6866336 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 65119 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -6866340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 65122 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -6866342 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 65131 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -6866345 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 65139 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -6866344 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 65143 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -6866350 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 65145 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -6866350 nChanged 14
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Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 65145 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -6866357 nChanged 12
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Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 65141 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -6866358 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 65139 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -6866372 nChanged 15
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Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 65140 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -6866374 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 65137 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -6866383 nChanged 14
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Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 65141 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -6866382 nChanged 13
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Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 65150 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -6866374 nChanged 16
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Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 65156 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -6866376 nChanged 21
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Mstep: Class 2 contains 65157 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -6866395 nChanged 16
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Mstep: Class 2 contains 65159 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -6866398 nChanged 14
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Mstep: Class 2 contains 65159 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -6866402 nChanged 17
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Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 65156 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -6866404 nChanged 13
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Mstep: Class 2 contains 65157 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -6866416 nChanged 13
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Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 65160 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -6866406 nChanged 10
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Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 65166 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -6866410 nChanged 13
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Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 65169 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -6866422 nChanged 14
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Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 65171 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -6866428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 65182 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -6866437 nChanged 13
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Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 65185 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -6866445 nChanged 12
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Mstep: Class 2 contains 65185 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -6866450 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 65188 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -6866454 nChanged 19
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Mstep: Class 2 contains 65187 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -6866466 nChanged 23
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Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 65186 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -6866482 nChanged 20
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Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 65188 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -6866476 nChanged 18
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Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 65186 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -6866479 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 65189 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -6866484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 65193 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -6866486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 65199 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -6866487 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 65203 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -6866488 nChanged 17
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Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 65202 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -6866496 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 65204 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -6866507 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 65209 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -6866516 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 65214 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -6866515 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1543 members 
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Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -6866526 nChanged 16
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -6866524 nChanged 16
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Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -6866522 nChanged 24
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Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -6866530 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 65211 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -6866537 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1544 members 
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Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -6866533 nChanged 17
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -6866544 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 2 contains 65217 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -6866540 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1539 members 
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Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -6866552 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 65225 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -6866560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 65227 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -6866564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 65230 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -6866566 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 65233 members 
Entering Unmasked Estep 
Score: -6866569.500000 Penalty: 3305.979004
	Iteration 172Q: 3 clusters Score -6866570 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 2 contains 65238 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -6866568 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 2 contains 65242 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -6866572 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 2 contains 65245 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -6866577 nChanged 5
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Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -6866580 nChanged 4
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	Iteration 177Q: 3 clusters Score -6866578 nChanged 2
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Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -6866578 nChanged 4
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Mstep: Class 1 contains 1506 members 
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Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -6866576 nChanged 3
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Mstep: Class 1 contains 1503 members 
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Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -6866576 nChanged 4
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Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -6866576 nChanged 9
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Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -6866578 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -6866583 nChanged 11
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	Iteration 184Q: 3 clusters Score -6866590 nChanged 11
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -6866598 nChanged 8
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Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -6866592 nChanged 7
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	Iteration 187Q: 3 clusters Score -6866594 nChanged 10
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	Iteration 188Q: 3 clusters Score -6866594 nChanged 5
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	Iteration 189Q: 3 clusters Score -6866598 nChanged 5
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	Iteration 190Q: 3 clusters Score -6866602 nChanged 12
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	Iteration 191Q: 3 clusters Score -6866602 nChanged 9
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	Iteration 192Q: 3 clusters Score -6866605 nChanged 9
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	Iteration 193Q: 3 clusters Score -6866608 nChanged 13
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	Iteration 194Q: 3 clusters Score -6866622 nChanged 12
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	Iteration 195Q: 3 clusters Score -6866616 nChanged 11
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	Iteration 196Q: 3 clusters Score -6866628 nChanged 14
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	Iteration 197Q: 3 clusters Score -6866628 nChanged 18
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	Iteration 198Q: 3 clusters Score -6866632 nChanged 14
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	Iteration 199Q: 3 clusters Score -6866644 nChanged 15
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Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -6866650 nChanged 15
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Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -6866664 nChanged 15
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Mstep: Class 2 contains 65255 members 
Entering Unmasked Estep 
Score: -6866661.500000 Penalty: 3305.979004
	Iteration 202Q: 3 clusters Score -6866662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 65252 members 
Entering Unmasked Estep 
Score: -6866662.500000 Penalty: 3305.979004
	Iteration 203Q: 3 clusters Score -6866662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 65252 members 
Entering Unmasked Estep 
Score: -6866663.500000 Penalty: 3305.979004
	Iteration 204Q: 3 clusters Score -6866664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 65251 members 
Entering Unmasked Estep 
Score: -6866666.500000 Penalty: 3305.979004
	Iteration 205Q: 3 clusters Score -6866666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 65248 members 
Entering Unmasked Estep 
Score: -6866667.500000 Penalty: 3305.979004
	Iteration 206Q: 3 clusters Score -6866668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 65249 members 
Entering Unmasked Estep 
Score: -6866663.000000 Penalty: 3305.979004
	Iteration 207Q: 3 clusters Score -6866663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 65247 members 
Entering Unmasked Estep 
Score: -6866670.500000 Penalty: 3305.979004
	Iteration 208Q: 3 clusters Score -6866670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 65249 members 
Entering Unmasked Estep 
Score: -6866674.000000 Penalty: 3305.979004
	Iteration 209Q: 3 clusters Score -6866674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 65250 members 
Entering Unmasked Estep 
Score: -6866677.500000 Penalty: 3305.979004
	Iteration 210Q: 3 clusters Score -6866678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 65250 members 
Entering Unmasked Estep 
Score: -6866678.000000 Penalty: 3305.979004
	Iteration 211Q: 3 clusters Score -6866678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 65249 members 
Entering Unmasked Estep 
Score: -6866677.500000 Penalty: 3305.979004
	Iteration 212Q: 3 clusters Score -6866678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 65253 members 
Entering Unmasked Estep 
Score: -6866678.500000 Penalty: 3305.979004
	Iteration 213Q: 3 clusters Score -6866678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 65253 members 
Entering Unmasked Estep 
Score: -6866682.000000 Penalty: 3305.979004
	Iteration 214Q: 3 clusters Score -6866682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 65254 members 
Entering Unmasked Estep 
Score: -6866685.500000 Penalty: 3305.979004
	Iteration 215Q: 3 clusters Score -6866686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 65252 members 
Entering Unmasked Estep 
Score: -6866687.000000 Penalty: 3305.979004
	Iteration 216Q: 3 clusters Score -6866687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 65258 members 
Entering Unmasked Estep 
Score: -6866696.000000 Penalty: 3305.979004
	Iteration 217Q: 3 clusters Score -6866696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 65265 members 
Entering Unmasked Estep 
Score: -6866702.500000 Penalty: 3305.979004
	Iteration 218Q: 3 clusters Score -6866702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 65268 members 
Entering Unmasked Estep 
Score: -6866701.500000 Penalty: 3305.979004
	Iteration 219Q: 3 clusters Score -6866702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 65275 members 
Entering Unmasked Estep 
Score: -6866709.000000 Penalty: 3305.979004
	Iteration 220F: 3 clusters Score -6866709 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 65283 members 
Entering Unmasked Estep 
Score: -6866711.000000 Penalty: 3305.979004
	Iteration 221Q: 3 clusters Score -6866711 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 65279 members 
Entering Unmasked Estep 
Score: -6866719.500000 Penalty: 3305.979004
	Iteration 222Q: 3 clusters Score -6866720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 65278 members 
Entering Unmasked Estep 
Score: -6866713.500000 Penalty: 3305.979004
	Iteration 223Q: 3 clusters Score -6866714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 65279 members 
Entering Unmasked Estep 
Score: -6866716.500000 Penalty: 3305.979004
	Iteration 224Q: 3 clusters Score -6866716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 65283 members 
Entering Unmasked Estep 
Score: -6866720.000000 Penalty: 3305.979004
	Iteration 225Q: 3 clusters Score -6866720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 65285 members 
Entering Unmasked Estep 
Score: -6866724.500000 Penalty: 3305.979004
	Iteration 226Q: 3 clusters Score -6866724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 65287 members 
Entering Unmasked Estep 
Score: -6866726.000000 Penalty: 3305.979004
	Iteration 227Q: 3 clusters Score -6866726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 65284 members 
Entering Unmasked Estep 
Score: -6866725.500000 Penalty: 3305.979004
	Iteration 228Q: 3 clusters Score -6866726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 65283 members 
Entering Unmasked Estep 
Score: -6866727.500000 Penalty: 3305.979004
	Iteration 229Q: 3 clusters Score -6866728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 65284 members 
Entering Unmasked Estep 
Score: -6866733.000000 Penalty: 3305.979004
	Iteration 230Q: 3 clusters Score -6866733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 65286 members 
Entering Unmasked Estep 
Score: -6866732.000000 Penalty: 3305.979004
	Iteration 231Q: 3 clusters Score -6866732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 65285 members 
Entering Unmasked Estep 
Score: -6866732.500000 Penalty: 3305.979004
	Iteration 232Q: 3 clusters Score -6866732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 65283 members 
Entering Unmasked Estep 
Score: -6866733.500000 Penalty: 3305.979004
	Iteration 233Q: 3 clusters Score -6866734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 65282 members 
Entering Unmasked Estep 
Score: -6866742.500000 Penalty: 3305.979004
	Iteration 234Q: 3 clusters Score -6866742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 65282 members 
Entering Unmasked Estep 
Score: -6866744.500000 Penalty: 3305.979004
	Iteration 235Q: 3 clusters Score -6866744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 65283 members 
Entering Unmasked Estep 
Score: -6866744.000000 Penalty: 3305.979004
	Iteration 236Q: 3 clusters Score -6866744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 65285 members 
Entering Unmasked Estep 
Score: -6866745.500000 Penalty: 3305.979004
	Iteration 237Q: 3 clusters Score -6866746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 65285 members 
Entering Unmasked Estep 
Score: -6866744.500000 Penalty: 3305.979004
	Iteration 238Q: 3 clusters Score -6866744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 65285 members 
Entering Unmasked Estep 
Score: -6866749.000000 Penalty: 3305.979004
	Iteration 239Q: 3 clusters Score -6866749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 65285 members 
Entering Unmasked Estep 
Score: -6866749.500000 Penalty: 3305.979004
	Iteration 240F: 3 clusters Score -6866750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 65285 members 
Entering Unmasked Estep 
Score: -6866748.000000 Penalty: 3305.979004
	Iteration 241Q: 3 clusters Score -6866748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 65286 members 
Entering Unmasked Estep 
Score: -6866752.500000 Penalty: 3305.979004
	Iteration 242Q: 3 clusters Score -6866752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 65286 members 
Entering Unmasked Estep 
Score: -6866752.500000 Penalty: 3305.979004
	Iteration 243F: 3 clusters Score -6866752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (125102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125102 members 
Entering Unmasked Estep 
Score: -12552029.000000 Penalty: 1746.448486
	Iteration 0F: 2 clusters Score -1.255203e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62601 members 
Mstep: Class 2 contains 62501 members 
Entering Unmasked Estep 
Score: -12469314.000000 Penalty: 3492.896973
	Iteration 0F: 3 clusters Score -1.246931e+07 nChanged 59518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63133 members 
Mstep: Class 2 contains 61969 members 
Entering Unmasked Estep 
Score: -12503271.000000 Penalty: 3492.896973
	Iteration 1F: 3 clusters Score -1.250327e+07 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63446 members 
Mstep: Class 2 contains 61656 members 
Entering Unmasked Estep 
Score: -12504003.000000 Penalty: 3492.896973
	Iteration 2Q: 3 clusters Score -1.2504e+07 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63938 members 
Mstep: Class 2 contains 61164 members 
Entering Unmasked Estep 
Score: -12504894.000000 Penalty: 3492.896973
	Iteration 3Q: 3 clusters Score -1.250489e+07 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64674 members 
Mstep: Class 2 contains 60428 members 
Entering Unmasked Estep 
Score: -12505778.000000 Penalty: 3492.896973
	Iteration 4Q: 3 clusters Score -1.250578e+07 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65785 members 
Mstep: Class 2 contains 59317 members 
Entering Unmasked Estep 
Score: -12506867.000000 Penalty: 3492.896973
	Iteration 5Q: 3 clusters Score -1.250687e+07 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67442 members 
Mstep: Class 2 contains 57660 members 
Entering Unmasked Estep 
Score: -12508231.000000 Penalty: 3492.896973
	Iteration 6Q: 3 clusters Score -1.250823e+07 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69881 members 
Mstep: Class 2 contains 55221 members 
Entering Unmasked Estep 
Score: -12509956.000000 Penalty: 3492.896973
	Iteration 7Q: 3 clusters Score -1.250996e+07 nChanged 5479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73270 members 
Mstep: Class 2 contains 51832 members 
Entering Unmasked Estep 
Score: -12512403.000000 Penalty: 3492.896973
	Iteration 8Q: 3 clusters Score -1.25124e+07 nChanged 6274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77750 members 
Mstep: Class 2 contains 47352 members 
Entering Unmasked Estep 
Score: -12515782.000000 Penalty: 3492.896973
	Iteration 9F: 3 clusters Score -1.251578e+07 nChanged 7056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83308 members 
Mstep: Class 2 contains 41794 members 
Entering Unmasked Estep 
Score: -12520314.000000 Penalty: 3492.896973
	Iteration 10F: 3 clusters Score -1.252031e+07 nChanged 7442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89454 members 
Mstep: Class 2 contains 35648 members 
Entering Unmasked Estep 
Score: -12525789.000000 Penalty: 3492.896973
	Iteration 11F: 3 clusters Score -1.252579e+07 nChanged 7314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95488 members 
Mstep: Class 2 contains 29614 members 
Entering Unmasked Estep 
Score: -12531462.000000 Penalty: 3492.896973
	Iteration 12F: 3 clusters Score -1.253146e+07 nChanged 6400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100732 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -12536500.000000 Penalty: 3492.896973
	Iteration 13F: 3 clusters Score -1.25365e+07 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104801 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -12540214.000000 Penalty: 3492.896973
	Iteration 14Q: 3 clusters Score -1.254021e+07 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108046 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -12542796.000000 Penalty: 3492.896973
	Iteration 15Q: 3 clusters Score -1.25428e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110704 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -12544754.000000 Penalty: 3492.896973
	Iteration 16Q: 3 clusters Score -1.254475e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112985 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -12546446.000000 Penalty: 3492.896973
	Iteration 17Q: 3 clusters Score -1.254645e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114887 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -12547962.000000 Penalty: 3492.896973
	Iteration 18Q: 3 clusters Score -1.254796e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116395 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -12549214.000000 Penalty: 3492.896973
	Iteration 19Q: 3 clusters Score -1.254921e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117620 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -12550310.000000 Penalty: 3492.896973
	Iteration 20F: 3 clusters Score -1.255031e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118472 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -12551248.000000 Penalty: 3492.896973
	Iteration 21Q: 3 clusters Score -1.255125e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119059 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -12552057.000000 Penalty: 3492.896973
	Iteration 22Q: 3 clusters Score -1.255206e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119435 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -12552718.000000 Penalty: 3492.896973
	Iteration 23Q: 3 clusters Score -1.255272e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119620 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -12553181.000000 Penalty: 3492.896973
	Iteration 24Q: 3 clusters Score -1.255318e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119709 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -12553515.000000 Penalty: 3492.896973
	Iteration 25Q: 3 clusters Score -1.255352e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119721 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -12553736.000000 Penalty: 3492.896973
	Iteration 26Q: 3 clusters Score -1.255374e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119736 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -12553868.000000 Penalty: 3492.896973
	Iteration 27Q: 3 clusters Score -1.255387e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119739 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -12553926.000000 Penalty: 3492.896973
	Iteration 28Q: 3 clusters Score -1.255393e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119737 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -12553960.000000 Penalty: 3492.896973
	Iteration 29Q: 3 clusters Score -1.255396e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119737 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -12553959.000000 Penalty: 3492.896973
	Iteration 30Q: 3 clusters Score -1.255396e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119733 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -12553949.000000 Penalty: 3492.896973
	Iteration 31Q: 3 clusters Score -1.255395e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119730 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -12553931.000000 Penalty: 3492.896973
	Iteration 32Q: 3 clusters Score -1.255393e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119731 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -12553927.000000 Penalty: 3492.896973
	Iteration 33Q: 3 clusters Score -1.255393e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119732 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -12553942.000000 Penalty: 3492.896973
	Iteration 34Q: 3 clusters Score -1.255394e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119738 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -12553942.000000 Penalty: 3492.896973
	Iteration 35Q: 3 clusters Score -1.255394e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119742 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -12553935.000000 Penalty: 3492.896973
	Iteration 36Q: 3 clusters Score -1.255394e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119746 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -12553956.000000 Penalty: 3492.896973
	Iteration 37Q: 3 clusters Score -1.255396e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119744 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -12553940.000000 Penalty: 3492.896973
	Iteration 38Q: 3 clusters Score -1.255394e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119742 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -12553956.000000 Penalty: 3492.896973
	Iteration 39Q: 3 clusters Score -1.255396e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119740 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -12554098.000000 Penalty: 3492.896973
	Iteration 40F: 3 clusters Score -1.25541e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119642 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -12554158.000000 Penalty: 3492.896973
	Iteration 41Q: 3 clusters Score -1.255416e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119560 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -12554211.000000 Penalty: 3492.896973
	Iteration 42Q: 3 clusters Score -1.255421e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119498 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -12554234.000000 Penalty: 3492.896973
	Iteration 43Q: 3 clusters Score -1.255423e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119462 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -12554243.000000 Penalty: 3492.896973
	Iteration 44Q: 3 clusters Score -1.255424e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119428 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -12554273.000000 Penalty: 3492.896973
	Iteration 45Q: 3 clusters Score -1.255427e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119410 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -12554267.000000 Penalty: 3492.896973
	Iteration 46Q: 3 clusters Score -1.255427e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119391 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -12554268.000000 Penalty: 3492.896973
	Iteration 47Q: 3 clusters Score -1.255427e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119369 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -12554281.000000 Penalty: 3492.896973
	Iteration 48Q: 3 clusters Score -1.255428e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119357 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -12554327.000000 Penalty: 3492.896973
	Iteration 49Q: 3 clusters Score -1.255433e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119339 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -12554343.000000 Penalty: 3492.896973
	Iteration 50Q: 3 clusters Score -1.255434e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119333 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -12554350.000000 Penalty: 3492.896973
	Iteration 51Q: 3 clusters Score -1.255435e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119321 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -12554343.000000 Penalty: 3492.896973
	Iteration 52Q: 3 clusters Score -1.255434e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119308 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -12554333.000000 Penalty: 3492.896973
	Iteration 53Q: 3 clusters Score -1.255433e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119286 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -12554346.000000 Penalty: 3492.896973
	Iteration 54Q: 3 clusters Score -1.255435e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119269 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -12554357.000000 Penalty: 3492.896973
	Iteration 55Q: 3 clusters Score -1.255436e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119258 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -12554334.000000 Penalty: 3492.896973
	Iteration 56Q: 3 clusters Score -1.255433e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119256 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -12554338.000000 Penalty: 3492.896973
	Iteration 57Q: 3 clusters Score -1.255434e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119258 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -12554327.000000 Penalty: 3492.896973
	Iteration 58Q: 3 clusters Score -1.255433e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119258 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -12554330.000000 Penalty: 3492.896973
	Iteration 59Q: 3 clusters Score -1.255433e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119254 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -12554324.000000 Penalty: 3492.896973
	Iteration 60F: 3 clusters Score -1.255432e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119251 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -12554340.000000 Penalty: 3492.896973
	Iteration 61Q: 3 clusters Score -1.255434e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119250 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -12554341.000000 Penalty: 3492.896973
	Iteration 62Q: 3 clusters Score -1.255434e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119245 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -12554367.000000 Penalty: 3492.896973
	Iteration 63Q: 3 clusters Score -1.255437e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119245 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -12554354.000000 Penalty: 3492.896973
	Iteration 64Q: 3 clusters Score -1.255435e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119246 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -12554367.000000 Penalty: 3492.896973
	Iteration 65Q: 3 clusters Score -1.255437e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119246 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -12554367.000000 Penalty: 3492.896973
	Iteration 66Q: 3 clusters Score -1.255437e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119246 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -12554372.000000 Penalty: 3492.896973
	Iteration 67Q: 3 clusters Score -1.255437e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119247 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -12554379.000000 Penalty: 3492.896973
	Iteration 68Q: 3 clusters Score -1.255438e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119247 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -12554379.000000 Penalty: 3492.896973
	Iteration 69F: 3 clusters Score -1.255438e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 102376 members 
Mstep: Class 3 contains 16275 members 
Mstep: Class 4 contains 37257 members 
Mstep: Class 5 contains 66756 members 
Mstep: Class 6 contains 119247 members 
Mstep: Class 7 contains 14331 members 
Mstep: Class 8 contains 39231 members 
Mstep: Class 9 contains 19353 members 
Mstep: Class 10 contains 20264 members 
Mstep: Class 11 contains 50623 members 
Mstep: Class 12 contains 16071 members 
Mstep: Class 13 contains 10152 members 
Mstep: Class 14 contains 2975 members 
Mstep: Class 15 contains 12136 members 
Mstep: Class 16 contains 37886 members 
Mstep: Class 17 contains 19920 members 
Mstep: Class 18 contains 26729 members 
Mstep: Class 19 contains 16405 members 
Mstep: Class 20 contains 44643 members 
Mstep: Class 21 contains 15532 members 
Mstep: Class 22 contains 22315 members 
Mstep: Class 23 contains 12639 members 
Mstep: Class 24 contains 45322 members 
Mstep: Class 25 contains 7655 members 
Mstep: Class 26 contains 6825 members 
Mstep: Class 27 contains 21904 members 
Mstep: Class 28 contains 7523 members 
Mstep: Class 29 contains 9537 members 
Mstep: Class 30 contains 31733 members 
Mstep: Class 31 contains 17375 members 
Mstep: Class 32 contains 3689 members 
Mstep: Class 33 contains 7651 members 
Mstep: Class 34 contains 5855 members 
Entering Unmasked Estep 
Score: -87982328.000000 Penalty: 69361.320312
Splitting cluster 6 changes total score from -87961352.000000 to -87982328.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 7 (14331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Entering Unmasked Estep 
Score: -1460096.625000 Penalty: 1424.042847
	Iteration 0F: 2 clusters Score -1460097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1450698.250000 Penalty: 2848.085693
	Iteration 0F: 3 clusters Score -1450698 nChanged 6040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1453947.375000 Penalty: 2848.085693
	Iteration 1F: 3 clusters Score -1453947 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1454255.125000 Penalty: 2848.085693
	Iteration 2F: 3 clusters Score -1454255 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1454475.375000 Penalty: 2848.085693
	Iteration 3Q: 3 clusters Score -1454475 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1454666.250000 Penalty: 2848.085693
	Iteration 4Q: 3 clusters Score -1454666 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1454843.500000 Penalty: 2848.085693
	Iteration 5Q: 3 clusters Score -1454844 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1454978.500000 Penalty: 2848.085693
	Iteration 6Q: 3 clusters Score -1454978 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1455131.125000 Penalty: 2848.085693
	Iteration 7Q: 3 clusters Score -1455131 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1455276.500000 Penalty: 2848.085693
	Iteration 8Q: 3 clusters Score -1455276 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1455424.250000 Penalty: 2848.085693
	Iteration 9Q: 3 clusters Score -1455424 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1455596.625000 Penalty: 2848.085693
	Iteration 10Q: 3 clusters Score -1455597 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1455794.625000 Penalty: 2848.085693
	Iteration 11Q: 3 clusters Score -1455795 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1456055.250000 Penalty: 2848.085693
	Iteration 12Q: 3 clusters Score -1456055 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1456409.500000 Penalty: 2848.085693
	Iteration 13Q: 3 clusters Score -1456410 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -1456746.875000 Penalty: 2848.085693
	Iteration 14Q: 3 clusters Score -1456747 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1457097.125000 Penalty: 2848.085693
	Iteration 15Q: 3 clusters Score -1457097 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -1457420.250000 Penalty: 2848.085693
	Iteration 16Q: 3 clusters Score -1457420 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -1457704.625000 Penalty: 2848.085693
	Iteration 17Q: 3 clusters Score -1457705 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1457942.375000 Penalty: 2848.085693
	Iteration 18Q: 3 clusters Score -1457942 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -1458114.375000 Penalty: 2848.085693
	Iteration 19Q: 3 clusters Score -1458114 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -1458229.625000 Penalty: 2848.085693
	Iteration 20F: 3 clusters Score -1458230 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -1458321.250000 Penalty: 2848.085693
	Iteration 21Q: 3 clusters Score -1458321 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -1458395.375000 Penalty: 2848.085693
	Iteration 22Q: 3 clusters Score -1458395 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -1458458.500000 Penalty: 2848.085693
	Iteration 23Q: 3 clusters Score -1458458 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -1458510.125000 Penalty: 2848.085693
	Iteration 24Q: 3 clusters Score -1458510 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -1458555.750000 Penalty: 2848.085693
	Iteration 25Q: 3 clusters Score -1458556 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -1458594.000000 Penalty: 2848.085693
	Iteration 26Q: 3 clusters Score -1458594 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -1458639.375000 Penalty: 2848.085693
	Iteration 27Q: 3 clusters Score -1458639 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -1458685.375000 Penalty: 2848.085693
	Iteration 28Q: 3 clusters Score -1458685 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -1458716.375000 Penalty: 2848.085693
	Iteration 29Q: 3 clusters Score -1458716 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -1458735.625000 Penalty: 2848.085693
	Iteration 30Q: 3 clusters Score -1458736 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -1458759.375000 Penalty: 2848.085693
	Iteration 31Q: 3 clusters Score -1458759 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -1458779.875000 Penalty: 2848.085693
	Iteration 32Q: 3 clusters Score -1458780 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -1458802.875000 Penalty: 2848.085693
	Iteration 33Q: 3 clusters Score -1458803 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -1458822.500000 Penalty: 2848.085693
	Iteration 34Q: 3 clusters Score -1458822 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -1458843.875000 Penalty: 2848.085693
	Iteration 35Q: 3 clusters Score -1458844 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -1458866.625000 Penalty: 2848.085693
	Iteration 36Q: 3 clusters Score -1458867 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -1458884.625000 Penalty: 2848.085693
	Iteration 37Q: 3 clusters Score -1458885 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -1458900.500000 Penalty: 2848.085693
	Iteration 38Q: 3 clusters Score -1458900 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -1458914.250000 Penalty: 2848.085693
	Iteration 39Q: 3 clusters Score -1458914 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -1458925.875000 Penalty: 2848.085693
	Iteration 40F: 3 clusters Score -1458926 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -1458937.000000 Penalty: 2848.085693
	Iteration 41Q: 3 clusters Score -1458937 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -1458939.875000 Penalty: 2848.085693
	Iteration 42Q: 3 clusters Score -1458940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -1458946.000000 Penalty: 2848.085693
	Iteration 43Q: 3 clusters Score -1458946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -1458950.000000 Penalty: 2848.085693
	Iteration 44Q: 3 clusters Score -1458950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -1458954.375000 Penalty: 2848.085693
	Iteration 45Q: 3 clusters Score -1458954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -1458956.125000 Penalty: 2848.085693
	Iteration 46Q: 3 clusters Score -1458956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -1458962.750000 Penalty: 2848.085693
	Iteration 47Q: 3 clusters Score -1458963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -1458963.125000 Penalty: 2848.085693
	Iteration 48Q: 3 clusters Score -1458963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -1458969.125000 Penalty: 2848.085693
	Iteration 49Q: 3 clusters Score -1458969 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -1458973.750000 Penalty: 2848.085693
	Iteration 50Q: 3 clusters Score -1458974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -1458981.875000 Penalty: 2848.085693
	Iteration 51Q: 3 clusters Score -1458982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -1458984.125000 Penalty: 2848.085693
	Iteration 52Q: 3 clusters Score -1458984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -1458997.000000 Penalty: 2848.085693
	Iteration 53Q: 3 clusters Score -1458997 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -1459000.625000 Penalty: 2848.085693
	Iteration 54Q: 3 clusters Score -1459001 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -1459009.500000 Penalty: 2848.085693
	Iteration 55Q: 3 clusters Score -1459010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -1459011.250000 Penalty: 2848.085693
	Iteration 56Q: 3 clusters Score -1459011 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -1459019.000000 Penalty: 2848.085693
	Iteration 57Q: 3 clusters Score -1459019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -1459023.125000 Penalty: 2848.085693
	Iteration 58Q: 3 clusters Score -1459023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -1459028.875000 Penalty: 2848.085693
	Iteration 59Q: 3 clusters Score -1459029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -1459029.375000 Penalty: 2848.085693
	Iteration 60F: 3 clusters Score -1459029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -1459034.875000 Penalty: 2848.085693
	Iteration 61Q: 3 clusters Score -1459035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -1459035.000000 Penalty: 2848.085693
	Iteration 62Q: 3 clusters Score -1459035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -1459040.750000 Penalty: 2848.085693
	Iteration 63Q: 3 clusters Score -1459041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -1459039.250000 Penalty: 2848.085693
	Iteration 64Q: 3 clusters Score -1459039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -1459039.750000 Penalty: 2848.085693
	Iteration 65Q: 3 clusters Score -1459040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -1459040.250000 Penalty: 2848.085693
	Iteration 66Q: 3 clusters Score -1459040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -1459043.250000 Penalty: 2848.085693
	Iteration 67Q: 3 clusters Score -1459043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -1459047.250000 Penalty: 2848.085693
	Iteration 68Q: 3 clusters Score -1459047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -1459049.125000 Penalty: 2848.085693
	Iteration 69Q: 3 clusters Score -1459049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -1459050.000000 Penalty: 2848.085693
	Iteration 70Q: 3 clusters Score -1459050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -1459051.125000 Penalty: 2848.085693
	Iteration 71Q: 3 clusters Score -1459051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -1459052.000000 Penalty: 2848.085693
	Iteration 72Q: 3 clusters Score -1459052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -1459053.750000 Penalty: 2848.085693
	Iteration 73Q: 3 clusters Score -1459054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -1459055.750000 Penalty: 2848.085693
	Iteration 74Q: 3 clusters Score -1459056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -1459058.500000 Penalty: 2848.085693
	Iteration 75Q: 3 clusters Score -1459058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -1459061.125000 Penalty: 2848.085693
	Iteration 76Q: 3 clusters Score -1459061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -1459061.125000 Penalty: 2848.085693
	Iteration 77F: 3 clusters Score -1459061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (39231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39231 members 
Entering Unmasked Estep 
Score: -3884845.250000 Penalty: 1573.890747
	Iteration 0F: 2 clusters Score -3884845 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -3859242.500000 Penalty: 3147.781494
	Iteration 0F: 3 clusters Score -3859242 nChanged 17840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -3869123.500000 Penalty: 3147.781494
	Iteration 1F: 3 clusters Score -3869124 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -3869700.000000 Penalty: 3147.781494
	Iteration 2Q: 3 clusters Score -3869700 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -3870311.250000 Penalty: 3147.781494
	Iteration 3Q: 3 clusters Score -3870311 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -3870950.750000 Penalty: 3147.781494
	Iteration 4Q: 3 clusters Score -3870951 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -3871721.250000 Penalty: 3147.781494
	Iteration 5Q: 3 clusters Score -3871721 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -3872704.000000 Penalty: 3147.781494
	Iteration 6Q: 3 clusters Score -3872704 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -3873991.750000 Penalty: 3147.781494
	Iteration 7F: 3 clusters Score -3873992 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 26930 members 
Entering Unmasked Estep 
Score: -3875492.500000 Penalty: 3147.781494
	Iteration 8F: 3 clusters Score -3875492 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 28634 members 
Entering Unmasked Estep 
Score: -3877065.500000 Penalty: 3147.781494
	Iteration 9F: 3 clusters Score -3877066 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 30256 members 
Entering Unmasked Estep 
Score: -3878691.250000 Penalty: 3147.781494
	Iteration 10F: 3 clusters Score -3878691 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 31611 members 
Entering Unmasked Estep 
Score: -3880175.500000 Penalty: 3147.781494
	Iteration 11Q: 3 clusters Score -3880176 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 32617 members 
Entering Unmasked Estep 
Score: -3881336.250000 Penalty: 3147.781494
	Iteration 12Q: 3 clusters Score -3881336 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 33283 members 
Entering Unmasked Estep 
Score: -3882140.000000 Penalty: 3147.781494
	Iteration 13Q: 3 clusters Score -3882140 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 33733 members 
Entering Unmasked Estep 
Score: -3882709.250000 Penalty: 3147.781494
	Iteration 14Q: 3 clusters Score -3882709 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 34048 members 
Entering Unmasked Estep 
Score: -3883126.250000 Penalty: 3147.781494
	Iteration 15Q: 3 clusters Score -3883126 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 34291 members 
Entering Unmasked Estep 
Score: -3883427.750000 Penalty: 3147.781494
	Iteration 16Q: 3 clusters Score -3883428 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 34482 members 
Entering Unmasked Estep 
Score: -3883654.750000 Penalty: 3147.781494
	Iteration 17Q: 3 clusters Score -3883655 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 34641 members 
Entering Unmasked Estep 
Score: -3883846.500000 Penalty: 3147.781494
	Iteration 18Q: 3 clusters Score -3883846 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 34789 members 
Entering Unmasked Estep 
Score: -3884022.000000 Penalty: 3147.781494
	Iteration 19Q: 3 clusters Score -3884022 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 34936 members 
Entering Unmasked Estep 
Score: -3884141.750000 Penalty: 3147.781494
	Iteration 20F: 3 clusters Score -3884142 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 35025 members 
Entering Unmasked Estep 
Score: -3884231.250000 Penalty: 3147.781494
	Iteration 21Q: 3 clusters Score -3884231 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 35129 members 
Entering Unmasked Estep 
Score: -3884302.000000 Penalty: 3147.781494
	Iteration 22Q: 3 clusters Score -3884302 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 35214 members 
Entering Unmasked Estep 
Score: -3884341.750000 Penalty: 3147.781494
	Iteration 23Q: 3 clusters Score -3884342 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 35290 members 
Entering Unmasked Estep 
Score: -3884402.500000 Penalty: 3147.781494
	Iteration 24Q: 3 clusters Score -3884402 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 35368 members 
Entering Unmasked Estep 
Score: -3884427.500000 Penalty: 3147.781494
	Iteration 25Q: 3 clusters Score -3884428 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 35434 members 
Entering Unmasked Estep 
Score: -3884470.750000 Penalty: 3147.781494
	Iteration 26Q: 3 clusters Score -3884471 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 35475 members 
Entering Unmasked Estep 
Score: -3884485.000000 Penalty: 3147.781494
	Iteration 27Q: 3 clusters Score -3884485 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 35517 members 
Entering Unmasked Estep 
Score: -3884497.250000 Penalty: 3147.781494
	Iteration 28Q: 3 clusters Score -3884497 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 35539 members 
Entering Unmasked Estep 
Score: -3884505.250000 Penalty: 3147.781494
	Iteration 29Q: 3 clusters Score -3884505 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 35561 members 
Entering Unmasked Estep 
Score: -3884510.250000 Penalty: 3147.781494
	Iteration 30Q: 3 clusters Score -3884510 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 35595 members 
Entering Unmasked Estep 
Score: -3884522.500000 Penalty: 3147.781494
	Iteration 31Q: 3 clusters Score -3884522 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 35620 members 
Entering Unmasked Estep 
Score: -3884530.500000 Penalty: 3147.781494
	Iteration 32Q: 3 clusters Score -3884530 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 35646 members 
Entering Unmasked Estep 
Score: -3884537.750000 Penalty: 3147.781494
	Iteration 33Q: 3 clusters Score -3884538 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 35669 members 
Entering Unmasked Estep 
Score: -3884545.750000 Penalty: 3147.781494
	Iteration 34Q: 3 clusters Score -3884546 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 35689 members 
Entering Unmasked Estep 
Score: -3884546.250000 Penalty: 3147.781494
	Iteration 35Q: 3 clusters Score -3884546 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 35707 members 
Entering Unmasked Estep 
Score: -3884558.250000 Penalty: 3147.781494
	Iteration 36Q: 3 clusters Score -3884558 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 35725 members 
Entering Unmasked Estep 
Score: -3884559.250000 Penalty: 3147.781494
	Iteration 37Q: 3 clusters Score -3884559 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 35736 members 
Entering Unmasked Estep 
Score: -3884561.750000 Penalty: 3147.781494
	Iteration 38Q: 3 clusters Score -3884562 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 35742 members 
Entering Unmasked Estep 
Score: -3884570.750000 Penalty: 3147.781494
	Iteration 39Q: 3 clusters Score -3884571 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 35750 members 
Entering Unmasked Estep 
Score: -3884571.500000 Penalty: 3147.781494
	Iteration 40F: 3 clusters Score -3884572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 35759 members 
Entering Unmasked Estep 
Score: -3884571.750000 Penalty: 3147.781494
	Iteration 41Q: 3 clusters Score -3884572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 35767 members 
Entering Unmasked Estep 
Score: -3884569.250000 Penalty: 3147.781494
	Iteration 42Q: 3 clusters Score -3884569 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 35771 members 
Entering Unmasked Estep 
Score: -3884564.500000 Penalty: 3147.781494
	Iteration 43Q: 3 clusters Score -3884564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 35783 members 
Entering Unmasked Estep 
Score: -3884573.000000 Penalty: 3147.781494
	Iteration 44Q: 3 clusters Score -3884573 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 35794 members 
Entering Unmasked Estep 
Score: -3884573.000000 Penalty: 3147.781494
	Iteration 45Q: 3 clusters Score -3884573 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 35803 members 
Entering Unmasked Estep 
Score: -3884580.750000 Penalty: 3147.781494
	Iteration 46Q: 3 clusters Score -3884581 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 35811 members 
Entering Unmasked Estep 
Score: -3884582.250000 Penalty: 3147.781494
	Iteration 47Q: 3 clusters Score -3884582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 35820 members 
Entering Unmasked Estep 
Score: -3884582.250000 Penalty: 3147.781494
	Iteration 48Q: 3 clusters Score -3884582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 35826 members 
Entering Unmasked Estep 
Score: -3884585.750000 Penalty: 3147.781494
	Iteration 49Q: 3 clusters Score -3884586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 35831 members 
Entering Unmasked Estep 
Score: -3884584.000000 Penalty: 3147.781494
	Iteration 50Q: 3 clusters Score -3884584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 35831 members 
Entering Unmasked Estep 
Score: -3884586.000000 Penalty: 3147.781494
	Iteration 51Q: 3 clusters Score -3884586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 35832 members 
Entering Unmasked Estep 
Score: -3884585.250000 Penalty: 3147.781494
	Iteration 52Q: 3 clusters Score -3884585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 35830 members 
Entering Unmasked Estep 
Score: -3884585.500000 Penalty: 3147.781494
	Iteration 53Q: 3 clusters Score -3884586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 35832 members 
Entering Unmasked Estep 
Score: -3884589.500000 Penalty: 3147.781494
	Iteration 54Q: 3 clusters Score -3884590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 35832 members 
Entering Unmasked Estep 
Score: -3884589.500000 Penalty: 3147.781494
	Iteration 55F: 3 clusters Score -3884590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (19353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Entering Unmasked Estep 
Score: -1935644.625000 Penalty: 1468.745728
	Iteration 0F: 2 clusters Score -1935645 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1922967.875000 Penalty: 2937.491455
	Iteration 0F: 3 clusters Score -1922968 nChanged 8509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1927708.750000 Penalty: 2937.491455
	Iteration 1F: 3 clusters Score -1927709 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1928239.375000 Penalty: 2937.491455
	Iteration 2F: 3 clusters Score -1928239 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1928662.625000 Penalty: 2937.491455
	Iteration 3F: 3 clusters Score -1928663 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1929060.000000 Penalty: 2937.491455
	Iteration 4Q: 3 clusters Score -1929060 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1929514.750000 Penalty: 2937.491455
	Iteration 5Q: 3 clusters Score -1929515 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1930013.625000 Penalty: 2937.491455
	Iteration 6Q: 3 clusters Score -1930014 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1930553.125000 Penalty: 2937.491455
	Iteration 7Q: 3 clusters Score -1930553 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1931093.000000 Penalty: 2937.491455
	Iteration 8Q: 3 clusters Score -1931093 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1931675.500000 Penalty: 2937.491455
	Iteration 9Q: 3 clusters Score -1931676 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1932171.375000 Penalty: 2937.491455
	Iteration 10Q: 3 clusters Score -1932171 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1932547.500000 Penalty: 2937.491455
	Iteration 11Q: 3 clusters Score -1932548 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1932807.500000 Penalty: 2937.491455
	Iteration 12Q: 3 clusters Score -1932808 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1932995.875000 Penalty: 2937.491455
	Iteration 13Q: 3 clusters Score -1932996 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1933117.625000 Penalty: 2937.491455
	Iteration 14Q: 3 clusters Score -1933118 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1933194.500000 Penalty: 2937.491455
	Iteration 15Q: 3 clusters Score -1933194 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1933259.250000 Penalty: 2937.491455
	Iteration 16Q: 3 clusters Score -1933259 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1933318.750000 Penalty: 2937.491455
	Iteration 17Q: 3 clusters Score -1933319 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1933368.500000 Penalty: 2937.491455
	Iteration 18Q: 3 clusters Score -1933368 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1933424.125000 Penalty: 2937.491455
	Iteration 19Q: 3 clusters Score -1933424 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1933485.125000 Penalty: 2937.491455
	Iteration 20F: 3 clusters Score -1933485 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1933533.125000 Penalty: 2937.491455
	Iteration 21Q: 3 clusters Score -1933533 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1933601.500000 Penalty: 2937.491455
	Iteration 22Q: 3 clusters Score -1933602 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1933669.500000 Penalty: 2937.491455
	Iteration 23Q: 3 clusters Score -1933670 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1933757.125000 Penalty: 2937.491455
	Iteration 24Q: 3 clusters Score -1933757 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1933855.125000 Penalty: 2937.491455
	Iteration 25Q: 3 clusters Score -1933855 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1933992.125000 Penalty: 2937.491455
	Iteration 26Q: 3 clusters Score -1933992 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1934111.875000 Penalty: 2937.491455
	Iteration 27Q: 3 clusters Score -1934112 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1934224.375000 Penalty: 2937.491455
	Iteration 28Q: 3 clusters Score -1934224 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1934326.375000 Penalty: 2937.491455
	Iteration 29Q: 3 clusters Score -1934326 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1934421.875000 Penalty: 2937.491455
	Iteration 30Q: 3 clusters Score -1934422 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1934476.250000 Penalty: 2937.491455
	Iteration 31Q: 3 clusters Score -1934476 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1934533.750000 Penalty: 2937.491455
	Iteration 32Q: 3 clusters Score -1934534 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1934569.125000 Penalty: 2937.491455
	Iteration 33Q: 3 clusters Score -1934569 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1934605.875000 Penalty: 2937.491455
	Iteration 34Q: 3 clusters Score -1934606 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1934638.000000 Penalty: 2937.491455
	Iteration 35Q: 3 clusters Score -1934638 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1934660.750000 Penalty: 2937.491455
	Iteration 36Q: 3 clusters Score -1934661 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1934680.750000 Penalty: 2937.491455
	Iteration 37Q: 3 clusters Score -1934681 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1934696.375000 Penalty: 2937.491455
	Iteration 38Q: 3 clusters Score -1934696 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1934716.250000 Penalty: 2937.491455
	Iteration 39Q: 3 clusters Score -1934716 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1934726.000000 Penalty: 2937.491455
	Iteration 40F: 3 clusters Score -1934726 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1934741.000000 Penalty: 2937.491455
	Iteration 41Q: 3 clusters Score -1934741 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1934744.875000 Penalty: 2937.491455
	Iteration 42Q: 3 clusters Score -1934745 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1934749.250000 Penalty: 2937.491455
	Iteration 43Q: 3 clusters Score -1934749 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1934758.125000 Penalty: 2937.491455
	Iteration 44Q: 3 clusters Score -1934758 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1934768.750000 Penalty: 2937.491455
	Iteration 45Q: 3 clusters Score -1934769 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1934777.250000 Penalty: 2937.491455
	Iteration 46Q: 3 clusters Score -1934777 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1934777.375000 Penalty: 2937.491455
	Iteration 47Q: 3 clusters Score -1934777 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1934788.000000 Penalty: 2937.491455
	Iteration 48Q: 3 clusters Score -1934788 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1934788.625000 Penalty: 2937.491455
	Iteration 49Q: 3 clusters Score -1934789 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1934789.500000 Penalty: 2937.491455
	Iteration 50Q: 3 clusters Score -1934790 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1934789.750000 Penalty: 2937.491455
	Iteration 51Q: 3 clusters Score -1934790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1934790.250000 Penalty: 2937.491455
	Iteration 52Q: 3 clusters Score -1934790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1934793.375000 Penalty: 2937.491455
	Iteration 53Q: 3 clusters Score -1934793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1934796.375000 Penalty: 2937.491455
	Iteration 54Q: 3 clusters Score -1934796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1934799.000000 Penalty: 2937.491455
	Iteration 55Q: 3 clusters Score -1934799 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1934798.875000 Penalty: 2937.491455
	Iteration 56Q: 3 clusters Score -1934799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1934798.625000 Penalty: 2937.491455
	Iteration 57Q: 3 clusters Score -1934799 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1934805.375000 Penalty: 2937.491455
	Iteration 58Q: 3 clusters Score -1934805 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1934809.125000 Penalty: 2937.491455
	Iteration 59Q: 3 clusters Score -1934809 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1934814.375000 Penalty: 2937.491455
	Iteration 60F: 3 clusters Score -1934814 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1934819.500000 Penalty: 2937.491455
	Iteration 61Q: 3 clusters Score -1934820 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1934822.250000 Penalty: 2937.491455
	Iteration 62Q: 3 clusters Score -1934822 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1934826.750000 Penalty: 2937.491455
	Iteration 63Q: 3 clusters Score -1934827 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1934829.750000 Penalty: 2937.491455
	Iteration 64Q: 3 clusters Score -1934830 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1934834.000000 Penalty: 2937.491455
	Iteration 65Q: 3 clusters Score -1934834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1934836.500000 Penalty: 2937.491455
	Iteration 66Q: 3 clusters Score -1934836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1934839.125000 Penalty: 2937.491455
	Iteration 67Q: 3 clusters Score -1934839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1934842.000000 Penalty: 2937.491455
	Iteration 68Q: 3 clusters Score -1934842 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1934843.875000 Penalty: 2937.491455
	Iteration 69Q: 3 clusters Score -1934844 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1934849.375000 Penalty: 2937.491455
	Iteration 70Q: 3 clusters Score -1934849 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1934849.625000 Penalty: 2937.491455
	Iteration 71Q: 3 clusters Score -1934850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1934851.000000 Penalty: 2937.491455
	Iteration 72Q: 3 clusters Score -1934851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1934850.375000 Penalty: 2937.491455
	Iteration 73Q: 3 clusters Score -1934850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1934851.750000 Penalty: 2937.491455
	Iteration 74Q: 3 clusters Score -1934852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1934850.500000 Penalty: 2937.491455
	Iteration 75Q: 3 clusters Score -1934850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1934850.125000 Penalty: 2937.491455
	Iteration 76Q: 3 clusters Score -1934850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1934851.125000 Penalty: 2937.491455
	Iteration 77Q: 3 clusters Score -1934851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1934853.750000 Penalty: 2937.491455
	Iteration 78Q: 3 clusters Score -1934854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1934854.375000 Penalty: 2937.491455
	Iteration 79Q: 3 clusters Score -1934854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1934854.375000 Penalty: 2937.491455
	Iteration 80F: 3 clusters Score -1934854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (20264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Entering Unmasked Estep 
Score: -1960168.375000 Penalty: 1475.590332
	Iteration 0F: 2 clusters Score -1960168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1947021.375000 Penalty: 2951.180664
	Iteration 0F: 3 clusters Score -1947021 nChanged 8943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1951894.125000 Penalty: 2951.180664
	Iteration 1F: 3 clusters Score -1951894 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1952537.750000 Penalty: 2951.180664
	Iteration 2F: 3 clusters Score -1952538 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1953176.375000 Penalty: 2951.180664
	Iteration 3F: 3 clusters Score -1953176 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1953795.875000 Penalty: 2951.180664
	Iteration 4F: 3 clusters Score -1953796 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1954451.375000 Penalty: 2951.180664
	Iteration 5F: 3 clusters Score -1954451 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1955071.875000 Penalty: 2951.180664
	Iteration 6F: 3 clusters Score -1955072 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1955757.625000 Penalty: 2951.180664
	Iteration 7F: 3 clusters Score -1955758 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1956483.000000 Penalty: 2951.180664
	Iteration 8F: 3 clusters Score -1956483 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1957121.500000 Penalty: 2951.180664
	Iteration 9Q: 3 clusters Score -1957122 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1957634.125000 Penalty: 2951.180664
	Iteration 10Q: 3 clusters Score -1957634 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1958063.250000 Penalty: 2951.180664
	Iteration 11Q: 3 clusters Score -1958063 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1958398.000000 Penalty: 2951.180664
	Iteration 12Q: 3 clusters Score -1958398 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1958625.625000 Penalty: 2951.180664
	Iteration 13Q: 3 clusters Score -1958626 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1958803.875000 Penalty: 2951.180664
	Iteration 14Q: 3 clusters Score -1958804 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1958943.750000 Penalty: 2951.180664
	Iteration 15Q: 3 clusters Score -1958944 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1959062.000000 Penalty: 2951.180664
	Iteration 16Q: 3 clusters Score -1959062 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1959179.375000 Penalty: 2951.180664
	Iteration 17Q: 3 clusters Score -1959179 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -1959282.000000 Penalty: 2951.180664
	Iteration 18Q: 3 clusters Score -1959282 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -1959387.250000 Penalty: 2951.180664
	Iteration 19Q: 3 clusters Score -1959387 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1959464.750000 Penalty: 2951.180664
	Iteration 20F: 3 clusters Score -1959465 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -1959529.250000 Penalty: 2951.180664
	Iteration 21Q: 3 clusters Score -1959529 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -1959584.750000 Penalty: 2951.180664
	Iteration 22Q: 3 clusters Score -1959585 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -1959629.750000 Penalty: 2951.180664
	Iteration 23Q: 3 clusters Score -1959630 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -1959679.000000 Penalty: 2951.180664
	Iteration 24Q: 3 clusters Score -1959679 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -1959731.750000 Penalty: 2951.180664
	Iteration 25Q: 3 clusters Score -1959732 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -1959749.625000 Penalty: 2951.180664
	Iteration 26Q: 3 clusters Score -1959750 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -1959782.500000 Penalty: 2951.180664
	Iteration 27Q: 3 clusters Score -1959782 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -1959808.750000 Penalty: 2951.180664
	Iteration 28Q: 3 clusters Score -1959809 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -1959826.750000 Penalty: 2951.180664
	Iteration 29Q: 3 clusters Score -1959827 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -1959847.250000 Penalty: 2951.180664
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Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 12677 members 
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Mstep: Class 2 contains 12770 members 
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Mstep: Class 2 contains 12861 members 
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Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 12946 members 
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Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 13026 members 
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Mstep: Class 1 contains 7167 members 
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Mstep: Class 1 contains 6859 members 
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Mstep: Class 1 contains 6847 members 
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Mstep: Class 1 contains 6840 members 
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Entering Unmasked Estep 
Score: -1959999.375000 Penalty: 2951.180664
	Iteration 123Q: 3 clusters Score -1959999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -1960005.875000 Penalty: 2951.180664
	Iteration 124Q: 3 clusters Score -1960006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -1960007.125000 Penalty: 2951.180664
	Iteration 125Q: 3 clusters Score -1960007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -1960003.750000 Penalty: 2951.180664
	Iteration 126Q: 3 clusters Score -1960004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -1960004.875000 Penalty: 2951.180664
	Iteration 127Q: 3 clusters Score -1960005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -1960005.875000 Penalty: 2951.180664
	Iteration 128Q: 3 clusters Score -1960006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -1960007.250000 Penalty: 2951.180664
	Iteration 129Q: 3 clusters Score -1960007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -1960008.875000 Penalty: 2951.180664
	Iteration 130Q: 3 clusters Score -1960009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -1960009.500000 Penalty: 2951.180664
	Iteration 131Q: 3 clusters Score -1960010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -1960009.625000 Penalty: 2951.180664
	Iteration 132Q: 3 clusters Score -1960010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -1960011.000000 Penalty: 2951.180664
	Iteration 133Q: 3 clusters Score -1960011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -1960011.875000 Penalty: 2951.180664
	Iteration 134Q: 3 clusters Score -1960012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -1960013.875000 Penalty: 2951.180664
	Iteration 135Q: 3 clusters Score -1960014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -1960012.250000 Penalty: 2951.180664
	Iteration 136Q: 3 clusters Score -1960012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -1960009.875000 Penalty: 2951.180664
	Iteration 137Q: 3 clusters Score -1960010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -1960012.250000 Penalty: 2951.180664
	Iteration 138Q: 3 clusters Score -1960012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -1960012.000000 Penalty: 2951.180664
	Iteration 139Q: 3 clusters Score -1960012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -1960010.250000 Penalty: 2951.180664
	Iteration 140F: 3 clusters Score -1960010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -1960009.750000 Penalty: 2951.180664
	Iteration 141Q: 3 clusters Score -1960010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -1960009.625000 Penalty: 2951.180664
	Iteration 142Q: 3 clusters Score -1960010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -1960009.625000 Penalty: 2951.180664
	Iteration 143F: 3 clusters Score -1960010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (50623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50623 members 
Entering Unmasked Estep 
Score: -5050482.000000 Penalty: 1611.825562
	Iteration 0F: 2 clusters Score -5050482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25506 members 
Mstep: Class 2 contains 25117 members 
Entering Unmasked Estep 
Score: -5017721.500000 Penalty: 3223.651123
	Iteration 0F: 3 clusters Score -5017722 nChanged 23266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27212 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -5031001.500000 Penalty: 3223.651123
	Iteration 1F: 3 clusters Score -5031002 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -5031895.000000 Penalty: 3223.651123
	Iteration 2Q: 3 clusters Score -5031895 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29759 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -5032958.000000 Penalty: 3223.651123
	Iteration 3Q: 3 clusters Score -5032958 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31719 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -5034361.500000 Penalty: 3223.651123
	Iteration 4F: 3 clusters Score -5034362 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34234 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -5036340.500000 Penalty: 3223.651123
	Iteration 5F: 3 clusters Score -5036340 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37225 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -5038846.500000 Penalty: 3223.651123
	Iteration 6F: 3 clusters Score -5038846 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40296 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -5041625.000000 Penalty: 3223.651123
	Iteration 7F: 3 clusters Score -5041625 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43051 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -5044080.000000 Penalty: 3223.651123
	Iteration 8F: 3 clusters Score -5044080 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45174 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -5045896.500000 Penalty: 3223.651123
	Iteration 9Q: 3 clusters Score -5045896 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46653 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -5047017.000000 Penalty: 3223.651123
	Iteration 10Q: 3 clusters Score -5047017 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47695 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -5047797.500000 Penalty: 3223.651123
	Iteration 11Q: 3 clusters Score -5047798 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48431 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -5048289.500000 Penalty: 3223.651123
	Iteration 12Q: 3 clusters Score -5048290 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48931 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -5048611.000000 Penalty: 3223.651123
	Iteration 13Q: 3 clusters Score -5048611 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49288 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -5048841.000000 Penalty: 3223.651123
	Iteration 14Q: 3 clusters Score -5048841 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49516 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -5049010.500000 Penalty: 3223.651123
	Iteration 15Q: 3 clusters Score -5049010 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49675 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -5049125.000000 Penalty: 3223.651123
	Iteration 16Q: 3 clusters Score -5049125 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49788 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -5049179.500000 Penalty: 3223.651123
	Iteration 17Q: 3 clusters Score -5049180 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49860 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -5049228.000000 Penalty: 3223.651123
	Iteration 18Q: 3 clusters Score -5049228 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49911 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -5049280.500000 Penalty: 3223.651123
	Iteration 19Q: 3 clusters Score -5049280 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49944 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -5049304.500000 Penalty: 3223.651123
	Iteration 20F: 3 clusters Score -5049304 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49974 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -5049328.000000 Penalty: 3223.651123
	Iteration 21Q: 3 clusters Score -5049328 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50001 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -5049353.000000 Penalty: 3223.651123
	Iteration 22Q: 3 clusters Score -5049353 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50018 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -5049371.000000 Penalty: 3223.651123
	Iteration 23Q: 3 clusters Score -5049371 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50032 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -5049381.000000 Penalty: 3223.651123
	Iteration 24Q: 3 clusters Score -5049381 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50042 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -5049392.000000 Penalty: 3223.651123
	Iteration 25Q: 3 clusters Score -5049392 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50055 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -5049414.000000 Penalty: 3223.651123
	Iteration 26Q: 3 clusters Score -5049414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50064 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -5049417.500000 Penalty: 3223.651123
	Iteration 27Q: 3 clusters Score -5049418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50070 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -5049422.000000 Penalty: 3223.651123
	Iteration 28Q: 3 clusters Score -5049422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50075 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -5049423.000000 Penalty: 3223.651123
	Iteration 29Q: 3 clusters Score -5049423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50078 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -5049426.500000 Penalty: 3223.651123
	Iteration 30Q: 3 clusters Score -5049426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50083 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -5049430.000000 Penalty: 3223.651123
	Iteration 31Q: 3 clusters Score -5049430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50084 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -5049439.500000 Penalty: 3223.651123
	Iteration 32Q: 3 clusters Score -5049440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50086 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -5049441.000000 Penalty: 3223.651123
	Iteration 33Q: 3 clusters Score -5049441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50087 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -5049443.500000 Penalty: 3223.651123
	Iteration 34Q: 3 clusters Score -5049444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50091 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -5049450.500000 Penalty: 3223.651123
	Iteration 35Q: 3 clusters Score -5049450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50094 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -5049454.000000 Penalty: 3223.651123
	Iteration 36Q: 3 clusters Score -5049454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50097 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -5049455.500000 Penalty: 3223.651123
	Iteration 37Q: 3 clusters Score -5049456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50101 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -5049460.000000 Penalty: 3223.651123
	Iteration 38Q: 3 clusters Score -5049460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50101 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -5049463.000000 Penalty: 3223.651123
	Iteration 39Q: 3 clusters Score -5049463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50097 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -5049466.000000 Penalty: 3223.651123
	Iteration 40F: 3 clusters Score -5049466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50100 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -5049466.000000 Penalty: 3223.651123
	Iteration 41Q: 3 clusters Score -5049466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50103 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -5049471.000000 Penalty: 3223.651123
	Iteration 42Q: 3 clusters Score -5049471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50104 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -5049468.500000 Penalty: 3223.651123
	Iteration 43Q: 3 clusters Score -5049468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50106 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -5049468.000000 Penalty: 3223.651123
	Iteration 44Q: 3 clusters Score -5049468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50107 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -5049467.500000 Penalty: 3223.651123
	Iteration 45Q: 3 clusters Score -5049468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50107 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -5049467.500000 Penalty: 3223.651123
	Iteration 46F: 3 clusters Score -5049468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Entering Unmasked Estep 
Score: -1517616.375000 Penalty: 1441.093994
	Iteration 0F: 2 clusters Score -1517616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1506984.875000 Penalty: 2882.187988
	Iteration 0F: 3 clusters Score -1506985 nChanged 6967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1510704.250000 Penalty: 2882.187988
	Iteration 1F: 3 clusters Score -1510704 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1511140.625000 Penalty: 2882.187988
	Iteration 2F: 3 clusters Score -1511141 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1511502.375000 Penalty: 2882.187988
	Iteration 3F: 3 clusters Score -1511502 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1511825.250000 Penalty: 2882.187988
	Iteration 4Q: 3 clusters Score -1511825 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1512145.375000 Penalty: 2882.187988
	Iteration 5Q: 3 clusters Score -1512145 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1512486.375000 Penalty: 2882.187988
	Iteration 6Q: 3 clusters Score -1512486 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1512883.750000 Penalty: 2882.187988
	Iteration 7Q: 3 clusters Score -1512884 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1513386.375000 Penalty: 2882.187988
	Iteration 8Q: 3 clusters Score -1513386 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1514029.375000 Penalty: 2882.187988
	Iteration 9Q: 3 clusters Score -1514029 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -1514874.125000 Penalty: 2882.187988
	Iteration 10F: 3 clusters Score -1514874 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -1515789.625000 Penalty: 2882.187988
	Iteration 11F: 3 clusters Score -1515790 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -1516525.000000 Penalty: 2882.187988
	Iteration 12F: 3 clusters Score -1516525 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -1517058.750000 Penalty: 2882.187988
	Iteration 13Q: 3 clusters Score -1517059 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -1517423.250000 Penalty: 2882.187988
	Iteration 14Q: 3 clusters Score -1517423 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -1517683.250000 Penalty: 2882.187988
	Iteration 15Q: 3 clusters Score -1517683 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -1517867.875000 Penalty: 2882.187988
	Iteration 16Q: 3 clusters Score -1517868 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -1518020.250000 Penalty: 2882.187988
	Iteration 17Q: 3 clusters Score -1518020 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -1518126.750000 Penalty: 2882.187988
	Iteration 18Q: 3 clusters Score -1518127 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -1518187.125000 Penalty: 2882.187988
	Iteration 19Q: 3 clusters Score -1518187 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -1518227.875000 Penalty: 2882.187988
	Iteration 20F: 3 clusters Score -1518228 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -1518258.000000 Penalty: 2882.187988
	Iteration 21Q: 3 clusters Score -1518258 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -1518273.625000 Penalty: 2882.187988
	Iteration 22Q: 3 clusters Score -1518274 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -1518287.500000 Penalty: 2882.187988
	Iteration 23Q: 3 clusters Score -1518288 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -1518296.375000 Penalty: 2882.187988
	Iteration 24Q: 3 clusters Score -1518296 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -1518301.500000 Penalty: 2882.187988
	Iteration 25Q: 3 clusters Score -1518302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -1518307.875000 Penalty: 2882.187988
	Iteration 26Q: 3 clusters Score -1518308 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -1518316.500000 Penalty: 2882.187988
	Iteration 27Q: 3 clusters Score -1518316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -1518326.250000 Penalty: 2882.187988
	Iteration 28Q: 3 clusters Score -1518326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -1518326.625000 Penalty: 2882.187988
	Iteration 29Q: 3 clusters Score -1518327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -1518331.125000 Penalty: 2882.187988
	Iteration 30Q: 3 clusters Score -1518331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -1518328.750000 Penalty: 2882.187988
	Iteration 31Q: 3 clusters Score -1518329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -1518330.500000 Penalty: 2882.187988
	Iteration 32Q: 3 clusters Score -1518330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -1518328.625000 Penalty: 2882.187988
	Iteration 33Q: 3 clusters Score -1518329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -1518329.625000 Penalty: 2882.187988
	Iteration 34Q: 3 clusters Score -1518330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -1518329.625000 Penalty: 2882.187988
	Iteration 35F: 3 clusters Score -1518330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 102376 members 
Mstep: Class 3 contains 16275 members 
Mstep: Class 4 contains 37257 members 
Mstep: Class 5 contains 66756 members 
Mstep: Class 6 contains 119247 members 
Mstep: Class 7 contains 14331 members 
Mstep: Class 8 contains 39231 members 
Mstep: Class 9 contains 19353 members 
Mstep: Class 10 contains 20264 members 
Mstep: Class 11 contains 50623 members 
Mstep: Class 12 contains 1396 members 
Mstep: Class 13 contains 10152 members 
Mstep: Class 14 contains 2975 members 
Mstep: Class 15 contains 12136 members 
Mstep: Class 16 contains 37886 members 
Mstep: Class 17 contains 19920 members 
Mstep: Class 18 contains 26729 members 
Mstep: Class 19 contains 16405 members 
Mstep: Class 20 contains 44643 members 
Mstep: Class 21 contains 15532 members 
Mstep: Class 22 contains 22315 members 
Mstep: Class 23 contains 12639 members 
Mstep: Class 24 contains 45322 members 
Mstep: Class 25 contains 7655 members 
Mstep: Class 26 contains 6825 members 
Mstep: Class 27 contains 21904 members 
Mstep: Class 28 contains 7523 members 
Mstep: Class 29 contains 9537 members 
Mstep: Class 30 contains 31733 members 
Mstep: Class 31 contains 17375 members 
Mstep: Class 32 contains 3689 members 
Mstep: Class 33 contains 7651 members 
Mstep: Class 34 contains 5855 members 
Mstep: Class 35 contains 14675 members 
Entering Unmasked Estep 
Score: -87982488.000000 Penalty: 71401.359375
Splitting cluster 12 changes total score from -87961352.000000 to -87982488.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 13 (10152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Entering Unmasked Estep 
Score: -1049204.250000 Penalty: 1372.743408
	Iteration 0F: 2 clusters Score -1049204 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 5066 members 
Entering Unmasked Estep 
Score: -1042382.062500 Penalty: 2745.486816
	Iteration 0F: 3 clusters Score -1042382 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1044756.875000 Penalty: 2745.486816
	Iteration 1F: 3 clusters Score -1044757 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1045055.125000 Penalty: 2745.486816
	Iteration 2F: 3 clusters Score -1045055 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1045277.562500 Penalty: 2745.486816
	Iteration 3F: 3 clusters Score -1045278 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1045446.562500 Penalty: 2745.486816
	Iteration 4Q: 3 clusters Score -1045447 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1045611.375000 Penalty: 2745.486816
	Iteration 5Q: 3 clusters Score -1045611 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1045750.125000 Penalty: 2745.486816
	Iteration 6Q: 3 clusters Score -1045750 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1045899.187500 Penalty: 2745.486816
	Iteration 7Q: 3 clusters Score -1045899 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1046064.187500 Penalty: 2745.486816
	Iteration 8Q: 3 clusters Score -1046064 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1046263.937500 Penalty: 2745.486816
	Iteration 9Q: 3 clusters Score -1046264 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1046504.750000 Penalty: 2745.486816
	Iteration 10Q: 3 clusters Score -1046505 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1046790.875000 Penalty: 2745.486816
	Iteration 11Q: 3 clusters Score -1046791 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1047108.187500 Penalty: 2745.486816
	Iteration 12Q: 3 clusters Score -1047108 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1047414.812500 Penalty: 2745.486816
	Iteration 13Q: 3 clusters Score -1047415 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1047686.000000 Penalty: 2745.486816
	Iteration 14Q: 3 clusters Score -1047686 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1047917.750000 Penalty: 2745.486816
	Iteration 15Q: 3 clusters Score -1047918 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1048080.437500 Penalty: 2745.486816
	Iteration 16Q: 3 clusters Score -1048080 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1048217.125000 Penalty: 2745.486816
	Iteration 17Q: 3 clusters Score -1048217 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1048312.625000 Penalty: 2745.486816
	Iteration 18Q: 3 clusters Score -1048313 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1048380.750000 Penalty: 2745.486816
	Iteration 19Q: 3 clusters Score -1048381 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1048417.687500 Penalty: 2745.486816
	Iteration 20F: 3 clusters Score -1048418 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1048444.812500 Penalty: 2745.486816
	Iteration 21Q: 3 clusters Score -1048445 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1048463.500000 Penalty: 2745.486816
	Iteration 22Q: 3 clusters Score -1048464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1048475.000000 Penalty: 2745.486816
	Iteration 23Q: 3 clusters Score -1048475 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1048484.250000 Penalty: 2745.486816
	Iteration 24Q: 3 clusters Score -1048484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1048487.375000 Penalty: 2745.486816
	Iteration 25Q: 3 clusters Score -1048487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1048490.812500 Penalty: 2745.486816
	Iteration 26Q: 3 clusters Score -1048491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1048490.812500 Penalty: 2745.486816
	Iteration 27Q: 3 clusters Score -1048491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1048489.750000 Penalty: 2745.486816
	Iteration 28Q: 3 clusters Score -1048490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1048489.750000 Penalty: 2745.486816
	Iteration 29F: 3 clusters Score -1048490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Entering Unmasked Estep 
Score: -242946.593750 Penalty: 1190.102295
	Iteration 0F: 2 clusters Score -242946.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -240715.406250 Penalty: 2380.204590
	Iteration 0F: 3 clusters Score -240715.4 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -241851.171875 Penalty: 2380.204590
	Iteration 1F: 3 clusters Score -241851.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -242283.656250 Penalty: 2380.204590
	Iteration 2F: 3 clusters Score -242283.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -242628.265625 Penalty: 2380.204590
	Iteration 3F: 3 clusters Score -242628.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -243132.093750 Penalty: 2380.204590
	Iteration 4F: 3 clusters Score -243132.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -243646.343750 Penalty: 2380.204590
	Iteration 5F: 3 clusters Score -243646.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -244021.312500 Penalty: 2380.204590
	Iteration 6F: 3 clusters Score -244021.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -244383.250000 Penalty: 2380.204590
	Iteration 7Q: 3 clusters Score -244383.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -244607.750000 Penalty: 2380.204590
	Iteration 8Q: 3 clusters Score -244607.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -244723.968750 Penalty: 2380.204590
	Iteration 9Q: 3 clusters Score -244724 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -244785.312500 Penalty: 2380.204590
	Iteration 10Q: 3 clusters Score -244785.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -244834.406250 Penalty: 2380.204590
	Iteration 11Q: 3 clusters Score -244834.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -244851.125000 Penalty: 2380.204590
	Iteration 12Q: 3 clusters Score -244851.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -244862.171875 Penalty: 2380.204590
	Iteration 13Q: 3 clusters Score -244862.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -244870.750000 Penalty: 2380.204590
	Iteration 14Q: 3 clusters Score -244870.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -244877.078125 Penalty: 2380.204590
	Iteration 15Q: 3 clusters Score -244877.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -244879.296875 Penalty: 2380.204590
	Iteration 16Q: 3 clusters Score -244879.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -244881.171875 Penalty: 2380.204590
	Iteration 17Q: 3 clusters Score -244881.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -244884.640625 Penalty: 2380.204590
	Iteration 18Q: 3 clusters Score -244884.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -244886.515625 Penalty: 2380.204590
	Iteration 19Q: 3 clusters Score -244886.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -244887.140625 Penalty: 2380.204590
	Iteration 20F: 3 clusters Score -244887.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -244887.906250 Penalty: 2380.204590
	Iteration 21Q: 3 clusters Score -244887.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -244887.906250 Penalty: 2380.204590
	Iteration 22F: 3 clusters Score -244887.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 102376 members 
Mstep: Class 3 contains 16275 members 
Mstep: Class 4 contains 37257 members 
Mstep: Class 5 contains 66756 members 
Mstep: Class 6 contains 119247 members 
Mstep: Class 7 contains 14331 members 
Mstep: Class 8 contains 39231 members 
Mstep: Class 9 contains 19353 members 
Mstep: Class 10 contains 20264 members 
Mstep: Class 11 contains 50623 members 
Mstep: Class 12 contains 1396 members 
Mstep: Class 13 contains 10152 members 
Mstep: Class 14 contains 1780 members 
Mstep: Class 15 contains 12136 members 
Mstep: Class 16 contains 37886 members 
Mstep: Class 17 contains 19920 members 
Mstep: Class 18 contains 26729 members 
Mstep: Class 19 contains 16405 members 
Mstep: Class 20 contains 44643 members 
Mstep: Class 21 contains 15532 members 
Mstep: Class 22 contains 22315 members 
Mstep: Class 23 contains 12639 members 
Mstep: Class 24 contains 45322 members 
Mstep: Class 25 contains 7655 members 
Mstep: Class 26 contains 6825 members 
Mstep: Class 27 contains 21904 members 
Mstep: Class 28 contains 7523 members 
Mstep: Class 29 contains 9537 members 
Mstep: Class 30 contains 31733 members 
Mstep: Class 31 contains 17375 members 
Mstep: Class 32 contains 3689 members 
Mstep: Class 33 contains 7651 members 
Mstep: Class 34 contains 5855 members 
Mstep: Class 35 contains 14675 members 
Mstep: Class 36 contains 1195 members 
Entering Unmasked Estep 
Score: -87983536.000000 Penalty: 73441.398438
Splitting cluster 14 changes total score from -87961352.000000 to -87983536.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 15 (12136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Entering Unmasked Estep 
Score: -1137945.750000 Penalty: 1399.305054
	Iteration 0F: 2 clusters Score -1137946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1129961.625000 Penalty: 2798.610107
	Iteration 0F: 3 clusters Score -1129962 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1133269.750000 Penalty: 2798.610107
	Iteration 1F: 3 clusters Score -1133270 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1134584.375000 Penalty: 2798.610107
	Iteration 2F: 3 clusters Score -1134584 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1136025.125000 Penalty: 2798.610107
	Iteration 3F: 3 clusters Score -1136025 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1137247.250000 Penalty: 2798.610107
	Iteration 4F: 3 clusters Score -1137247 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1137914.000000 Penalty: 2798.610107
	Iteration 5F: 3 clusters Score -1137914 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1138235.125000 Penalty: 2798.610107
	Iteration 6Q: 3 clusters Score -1138235 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1138398.250000 Penalty: 2798.610107
	Iteration 7Q: 3 clusters Score -1138398 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1138470.500000 Penalty: 2798.610107
	Iteration 8Q: 3 clusters Score -1138470 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1138524.500000 Penalty: 2798.610107
	Iteration 9Q: 3 clusters Score -1138524 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1138562.625000 Penalty: 2798.610107
	Iteration 10Q: 3 clusters Score -1138563 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1138588.375000 Penalty: 2798.610107
	Iteration 11Q: 3 clusters Score -1138588 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1138612.250000 Penalty: 2798.610107
	Iteration 12Q: 3 clusters Score -1138612 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1138628.000000 Penalty: 2798.610107
	Iteration 13Q: 3 clusters Score -1138628 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1138647.125000 Penalty: 2798.610107
	Iteration 14Q: 3 clusters Score -1138647 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1138663.250000 Penalty: 2798.610107
	Iteration 15Q: 3 clusters Score -1138663 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1138675.875000 Penalty: 2798.610107
	Iteration 16Q: 3 clusters Score -1138676 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1138686.375000 Penalty: 2798.610107
	Iteration 17Q: 3 clusters Score -1138686 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1138703.000000 Penalty: 2798.610107
	Iteration 18Q: 3 clusters Score -1138703 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1138720.625000 Penalty: 2798.610107
	Iteration 19Q: 3 clusters Score -1138721 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1138730.875000 Penalty: 2798.610107
	Iteration 20F: 3 clusters Score -1138731 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1138735.625000 Penalty: 2798.610107
	Iteration 21Q: 3 clusters Score -1138736 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1138749.500000 Penalty: 2798.610107
	Iteration 22Q: 3 clusters Score -1138750 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1138757.875000 Penalty: 2798.610107
	Iteration 23Q: 3 clusters Score -1138758 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1138761.375000 Penalty: 2798.610107
	Iteration 24Q: 3 clusters Score -1138761 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1138764.500000 Penalty: 2798.610107
	Iteration 25Q: 3 clusters Score -1138764 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1138766.250000 Penalty: 2798.610107
	Iteration 26Q: 3 clusters Score -1138766 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1138772.875000 Penalty: 2798.610107
	Iteration 27Q: 3 clusters Score -1138773 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1138777.000000 Penalty: 2798.610107
	Iteration 28Q: 3 clusters Score -1138777 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1138778.000000 Penalty: 2798.610107
	Iteration 29Q: 3 clusters Score -1138778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1138777.500000 Penalty: 2798.610107
	Iteration 30Q: 3 clusters Score -1138778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1138777.375000 Penalty: 2798.610107
	Iteration 31Q: 3 clusters Score -1138777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1138778.750000 Penalty: 2798.610107
	Iteration 32Q: 3 clusters Score -1138779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1138778.125000 Penalty: 2798.610107
	Iteration 33Q: 3 clusters Score -1138778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1138776.875000 Penalty: 2798.610107
	Iteration 34Q: 3 clusters Score -1138777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1138776.875000 Penalty: 2798.610107
	Iteration 35Q: 3 clusters Score -1138777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1138776.875000 Penalty: 2798.610107
	Iteration 36F: 3 clusters Score -1138777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 102376 members 
Mstep: Class 3 contains 16275 members 
Mstep: Class 4 contains 37257 members 
Mstep: Class 5 contains 66756 members 
Mstep: Class 6 contains 119247 members 
Mstep: Class 7 contains 14331 members 
Mstep: Class 8 contains 39231 members 
Mstep: Class 9 contains 19353 members 
Mstep: Class 10 contains 20264 members 
Mstep: Class 11 contains 50623 members 
Mstep: Class 12 contains 1396 members 
Mstep: Class 13 contains 10152 members 
Mstep: Class 14 contains 1780 members 
Mstep: Class 15 contains 5006 members 
Mstep: Class 16 contains 37886 members 
Mstep: Class 17 contains 19920 members 
Mstep: Class 18 contains 26729 members 
Mstep: Class 19 contains 16405 members 
Mstep: Class 20 contains 44643 members 
Mstep: Class 21 contains 15532 members 
Mstep: Class 22 contains 22315 members 
Mstep: Class 23 contains 12639 members 
Mstep: Class 24 contains 45322 members 
Mstep: Class 25 contains 7655 members 
Mstep: Class 26 contains 6825 members 
Mstep: Class 27 contains 21904 members 
Mstep: Class 28 contains 7523 members 
Mstep: Class 29 contains 9537 members 
Mstep: Class 30 contains 31733 members 
Mstep: Class 31 contains 17375 members 
Mstep: Class 32 contains 3689 members 
Mstep: Class 33 contains 7651 members 
Mstep: Class 34 contains 5855 members 
Mstep: Class 35 contains 14675 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 7130 members 
Entering Unmasked Estep 
Score: -87983632.000000 Penalty: 75481.437500
Splitting cluster 15 changes total score from -87961352.000000 to -87983632.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 16 (37886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37886 members 
Entering Unmasked Estep 
Score: -3842631.000000 Penalty: 1568.699707
	Iteration 0F: 2 clusters Score -3842631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -3818080.500000 Penalty: 3137.399414
	Iteration 0F: 3 clusters Score -3818080 nChanged 17201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -3827557.250000 Penalty: 3137.399414
	Iteration 1F: 3 clusters Score -3827557 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -3828264.500000 Penalty: 3137.399414
	Iteration 2F: 3 clusters Score -3828264 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -3828980.250000 Penalty: 3137.399414
	Iteration 3Q: 3 clusters Score -3828980 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -3829847.750000 Penalty: 3137.399414
	Iteration 4Q: 3 clusters Score -3829848 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -3830853.000000 Penalty: 3137.399414
	Iteration 5F: 3 clusters Score -3830853 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -3832008.500000 Penalty: 3137.399414
	Iteration 6F: 3 clusters Score -3832008 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -3833344.000000 Penalty: 3137.399414
	Iteration 7F: 3 clusters Score -3833344 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -3834763.000000 Penalty: 3137.399414
	Iteration 8F: 3 clusters Score -3834763 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23107 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -3836213.250000 Penalty: 3137.399414
	Iteration 9F: 3 clusters Score -3836213 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -3837379.500000 Penalty: 3137.399414
	Iteration 10Q: 3 clusters Score -3837380 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23638 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -3838054.000000 Penalty: 3137.399414
	Iteration 11Q: 3 clusters Score -3838054 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -3838433.250000 Penalty: 3137.399414
	Iteration 12Q: 3 clusters Score -3838433 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24046 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -3838632.000000 Penalty: 3137.399414
	Iteration 13Q: 3 clusters Score -3838632 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -3838793.500000 Penalty: 3137.399414
	Iteration 14Q: 3 clusters Score -3838794 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24492 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -3838906.250000 Penalty: 3137.399414
	Iteration 15Q: 3 clusters Score -3838906 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24666 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -3839018.500000 Penalty: 3137.399414
	Iteration 16Q: 3 clusters Score -3839018 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -3839093.500000 Penalty: 3137.399414
	Iteration 17Q: 3 clusters Score -3839094 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25022 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -3839209.750000 Penalty: 3137.399414
	Iteration 18Q: 3 clusters Score -3839210 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -3839275.000000 Penalty: 3137.399414
	Iteration 19Q: 3 clusters Score -3839275 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25429 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -3839339.750000 Penalty: 3137.399414
	Iteration 20F: 3 clusters Score -3839340 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25673 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -3839405.250000 Penalty: 3137.399414
	Iteration 21Q: 3 clusters Score -3839405 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25927 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -3839472.250000 Penalty: 3137.399414
	Iteration 22Q: 3 clusters Score -3839472 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -3839531.250000 Penalty: 3137.399414
	Iteration 23Q: 3 clusters Score -3839531 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26415 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -3839598.750000 Penalty: 3137.399414
	Iteration 24Q: 3 clusters Score -3839599 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -3839681.000000 Penalty: 3137.399414
	Iteration 25Q: 3 clusters Score -3839681 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26871 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -3839732.000000 Penalty: 3137.399414
	Iteration 26Q: 3 clusters Score -3839732 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27068 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -3839795.250000 Penalty: 3137.399414
	Iteration 27Q: 3 clusters Score -3839795 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -3839857.000000 Penalty: 3137.399414
	Iteration 28Q: 3 clusters Score -3839857 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27483 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -3839910.750000 Penalty: 3137.399414
	Iteration 29Q: 3 clusters Score -3839911 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27671 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -3839948.250000 Penalty: 3137.399414
	Iteration 30Q: 3 clusters Score -3839948 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -3839995.750000 Penalty: 3137.399414
	Iteration 31Q: 3 clusters Score -3839996 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28045 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -3840042.000000 Penalty: 3137.399414
	Iteration 32Q: 3 clusters Score -3840042 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28227 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -3840069.750000 Penalty: 3137.399414
	Iteration 33Q: 3 clusters Score -3840070 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28416 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -3840119.750000 Penalty: 3137.399414
	Iteration 34Q: 3 clusters Score -3840120 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28609 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -3840162.000000 Penalty: 3137.399414
	Iteration 35Q: 3 clusters Score -3840162 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -3840205.500000 Penalty: 3137.399414
	Iteration 36Q: 3 clusters Score -3840206 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29032 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -3840245.250000 Penalty: 3137.399414
	Iteration 37Q: 3 clusters Score -3840245 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -3840274.250000 Penalty: 3137.399414
	Iteration 38Q: 3 clusters Score -3840274 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29404 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -3840332.500000 Penalty: 3137.399414
	Iteration 39Q: 3 clusters Score -3840332 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29600 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -3840382.500000 Penalty: 3137.399414
	Iteration 40F: 3 clusters Score -3840382 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29800 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -3840413.250000 Penalty: 3137.399414
	Iteration 41Q: 3 clusters Score -3840413 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30014 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -3840453.250000 Penalty: 3137.399414
	Iteration 42Q: 3 clusters Score -3840453 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30209 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -3840515.000000 Penalty: 3137.399414
	Iteration 43Q: 3 clusters Score -3840515 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30410 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -3840590.500000 Penalty: 3137.399414
	Iteration 44Q: 3 clusters Score -3840590 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30621 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -3840645.500000 Penalty: 3137.399414
	Iteration 45Q: 3 clusters Score -3840646 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30826 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -3840680.000000 Penalty: 3137.399414
	Iteration 46Q: 3 clusters Score -3840680 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31025 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -3840720.500000 Penalty: 3137.399414
	Iteration 47Q: 3 clusters Score -3840720 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31234 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -3840763.250000 Penalty: 3137.399414
	Iteration 48Q: 3 clusters Score -3840763 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31424 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -3840804.750000 Penalty: 3137.399414
	Iteration 49Q: 3 clusters Score -3840805 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31598 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -3840837.250000 Penalty: 3137.399414
	Iteration 50Q: 3 clusters Score -3840837 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31756 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -3840881.500000 Penalty: 3137.399414
	Iteration 51Q: 3 clusters Score -3840882 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31906 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -3840897.500000 Penalty: 3137.399414
	Iteration 52Q: 3 clusters Score -3840898 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32061 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -3840928.750000 Penalty: 3137.399414
	Iteration 53Q: 3 clusters Score -3840929 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32217 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -3840960.250000 Penalty: 3137.399414
	Iteration 54Q: 3 clusters Score -3840960 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32360 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -3840994.500000 Penalty: 3137.399414
	Iteration 55Q: 3 clusters Score -3840994 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -3841041.000000 Penalty: 3137.399414
	Iteration 56Q: 3 clusters Score -3841041 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32667 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -3841066.750000 Penalty: 3137.399414
	Iteration 57Q: 3 clusters Score -3841067 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32816 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -3841105.250000 Penalty: 3137.399414
	Iteration 58Q: 3 clusters Score -3841105 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32948 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -3841118.750000 Penalty: 3137.399414
	Iteration 59Q: 3 clusters Score -3841119 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33091 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -3841172.250000 Penalty: 3137.399414
	Iteration 60F: 3 clusters Score -3841172 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33248 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -3841203.500000 Penalty: 3137.399414
	Iteration 61Q: 3 clusters Score -3841204 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33383 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -3841235.250000 Penalty: 3137.399414
	Iteration 62Q: 3 clusters Score -3841235 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33496 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -3841271.500000 Penalty: 3137.399414
	Iteration 63Q: 3 clusters Score -3841272 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33614 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -3841297.750000 Penalty: 3137.399414
	Iteration 64Q: 3 clusters Score -3841298 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33718 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -3841326.750000 Penalty: 3137.399414
	Iteration 65Q: 3 clusters Score -3841327 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33815 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -3841358.500000 Penalty: 3137.399414
	Iteration 66Q: 3 clusters Score -3841358 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33905 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -3841379.500000 Penalty: 3137.399414
	Iteration 67Q: 3 clusters Score -3841380 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33980 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -3841399.500000 Penalty: 3137.399414
	Iteration 68Q: 3 clusters Score -3841400 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34049 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -3841414.500000 Penalty: 3137.399414
	Iteration 69Q: 3 clusters Score -3841414 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34124 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -3841429.750000 Penalty: 3137.399414
	Iteration 70Q: 3 clusters Score -3841430 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34186 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -3841437.750000 Penalty: 3137.399414
	Iteration 71Q: 3 clusters Score -3841438 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34232 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -3841457.250000 Penalty: 3137.399414
	Iteration 72Q: 3 clusters Score -3841457 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34279 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -3841460.500000 Penalty: 3137.399414
	Iteration 73Q: 3 clusters Score -3841460 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34341 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -3841470.500000 Penalty: 3137.399414
	Iteration 74Q: 3 clusters Score -3841470 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34395 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -3841486.000000 Penalty: 3137.399414
	Iteration 75Q: 3 clusters Score -3841486 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34437 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -3841498.250000 Penalty: 3137.399414
	Iteration 76Q: 3 clusters Score -3841498 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34492 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -3841505.500000 Penalty: 3137.399414
	Iteration 77Q: 3 clusters Score -3841506 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34548 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -3841517.500000 Penalty: 3137.399414
	Iteration 78Q: 3 clusters Score -3841518 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34599 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -3841535.250000 Penalty: 3137.399414
	Iteration 79Q: 3 clusters Score -3841535 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34647 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -3841545.000000 Penalty: 3137.399414
	Iteration 80F: 3 clusters Score -3841545 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34677 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -3841548.250000 Penalty: 3137.399414
	Iteration 81Q: 3 clusters Score -3841548 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34708 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -3841551.750000 Penalty: 3137.399414
	Iteration 82Q: 3 clusters Score -3841552 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34734 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -3841566.000000 Penalty: 3137.399414
	Iteration 83Q: 3 clusters Score -3841566 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34756 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -3841570.500000 Penalty: 3137.399414
	Iteration 84Q: 3 clusters Score -3841570 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34772 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -3841567.750000 Penalty: 3137.399414
	Iteration 85Q: 3 clusters Score -3841568 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34793 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -3841568.000000 Penalty: 3137.399414
	Iteration 86Q: 3 clusters Score -3841568 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34806 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -3841570.000000 Penalty: 3137.399414
	Iteration 87Q: 3 clusters Score -3841570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34814 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -3841561.750000 Penalty: 3137.399414
	Iteration 88Q: 3 clusters Score -3841562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34822 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -3841562.250000 Penalty: 3137.399414
	Iteration 89Q: 3 clusters Score -3841562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34829 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -3841570.500000 Penalty: 3137.399414
	Iteration 90Q: 3 clusters Score -3841570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34837 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -3841571.750000 Penalty: 3137.399414
	Iteration 91Q: 3 clusters Score -3841572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34853 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -3841569.750000 Penalty: 3137.399414
	Iteration 92Q: 3 clusters Score -3841570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34866 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -3841578.250000 Penalty: 3137.399414
	Iteration 93Q: 3 clusters Score -3841578 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34885 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -3841583.000000 Penalty: 3137.399414
	Iteration 94Q: 3 clusters Score -3841583 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34897 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -3841587.250000 Penalty: 3137.399414
	Iteration 95Q: 3 clusters Score -3841587 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34911 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -3841590.250000 Penalty: 3137.399414
	Iteration 96Q: 3 clusters Score -3841590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34918 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -3841592.500000 Penalty: 3137.399414
	Iteration 97Q: 3 clusters Score -3841592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34925 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -3841593.250000 Penalty: 3137.399414
	Iteration 98Q: 3 clusters Score -3841593 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34933 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -3841594.500000 Penalty: 3137.399414
	Iteration 99Q: 3 clusters Score -3841594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34938 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -3841596.250000 Penalty: 3137.399414
	Iteration 100F: 3 clusters Score -3841596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34945 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -3841588.750000 Penalty: 3137.399414
	Iteration 101Q: 3 clusters Score -3841589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34951 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -3841594.750000 Penalty: 3137.399414
	Iteration 102Q: 3 clusters Score -3841595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34956 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -3841593.750000 Penalty: 3137.399414
	Iteration 103Q: 3 clusters Score -3841594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34958 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -3841596.250000 Penalty: 3137.399414
	Iteration 104Q: 3 clusters Score -3841596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34962 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -3841595.250000 Penalty: 3137.399414
	Iteration 105Q: 3 clusters Score -3841595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34967 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -3841590.000000 Penalty: 3137.399414
	Iteration 106Q: 3 clusters Score -3841590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34970 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -3841595.250000 Penalty: 3137.399414
	Iteration 107Q: 3 clusters Score -3841595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34974 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -3841594.250000 Penalty: 3137.399414
	Iteration 108Q: 3 clusters Score -3841594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34977 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -3841595.250000 Penalty: 3137.399414
	Iteration 109Q: 3 clusters Score -3841595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -3841591.500000 Penalty: 3137.399414
	Iteration 110Q: 3 clusters Score -3841592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34986 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -3841594.750000 Penalty: 3137.399414
	Iteration 111Q: 3 clusters Score -3841595 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34995 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -3841597.250000 Penalty: 3137.399414
	Iteration 112Q: 3 clusters Score -3841597 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35006 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -3841596.500000 Penalty: 3137.399414
	Iteration 113Q: 3 clusters Score -3841596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35017 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -3841598.000000 Penalty: 3137.399414
	Iteration 114Q: 3 clusters Score -3841598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35027 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -3841596.500000 Penalty: 3137.399414
	Iteration 115Q: 3 clusters Score -3841596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35034 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -3841601.750000 Penalty: 3137.399414
	Iteration 116Q: 3 clusters Score -3841602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35042 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -3841606.750000 Penalty: 3137.399414
	Iteration 117Q: 3 clusters Score -3841607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35046 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -3841605.500000 Penalty: 3137.399414
	Iteration 118Q: 3 clusters Score -3841606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35056 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -3841609.000000 Penalty: 3137.399414
	Iteration 119Q: 3 clusters Score -3841609 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35066 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -3841603.750000 Penalty: 3137.399414
	Iteration 120F: 3 clusters Score -3841604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35072 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -3841607.250000 Penalty: 3137.399414
	Iteration 121Q: 3 clusters Score -3841607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35075 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -3841608.000000 Penalty: 3137.399414
	Iteration 122Q: 3 clusters Score -3841608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35077 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -3841608.750000 Penalty: 3137.399414
	Iteration 123Q: 3 clusters Score -3841609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35079 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -3841611.000000 Penalty: 3137.399414
	Iteration 124Q: 3 clusters Score -3841611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35080 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -3841611.000000 Penalty: 3137.399414
	Iteration 125Q: 3 clusters Score -3841611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35080 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -3841611.000000 Penalty: 3137.399414
	Iteration 126F: 3 clusters Score -3841611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (19920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Entering Unmasked Estep 
Score: -2065728.000000 Penalty: 1473.042603
	Iteration 0F: 2 clusters Score -2065728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -2052695.625000 Penalty: 2946.085205
	Iteration 0F: 3 clusters Score -2052696 nChanged 8761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -2057506.125000 Penalty: 2946.085205
	Iteration 1F: 3 clusters Score -2057506 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -2058122.875000 Penalty: 2946.085205
	Iteration 2F: 3 clusters Score -2058123 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -2058825.125000 Penalty: 2946.085205
	Iteration 3F: 3 clusters Score -2058825 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -2059740.250000 Penalty: 2946.085205
	Iteration 4F: 3 clusters Score -2059740 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -2061317.500000 Penalty: 2946.085205
	Iteration 5F: 3 clusters Score -2061318 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -2064319.000000 Penalty: 2946.085205
	Iteration 6F: 3 clusters Score -2064319 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -2070476.125000 Penalty: 2946.085205
	Iteration 7F: 3 clusters Score -2070476 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -2076530.750000 Penalty: 2946.085205
	Iteration 8F: 3 clusters Score -2076531 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -2078855.375000 Penalty: 2946.085205
	Iteration 9Q: 3 clusters Score -2078855 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -2079888.750000 Penalty: 2946.085205
	Iteration 10Q: 3 clusters Score -2079889 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -2079962.750000 Penalty: 2946.085205
	Iteration 11Q: 3 clusters Score -2079963 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -2079969.750000 Penalty: 2946.085205
	Iteration 12Q: 3 clusters Score -2079970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -2079971.875000 Penalty: 2946.085205
	Iteration 13Q: 3 clusters Score -2079972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -2079971.875000 Penalty: 2946.085205
	Iteration 14F: 3 clusters Score -2079972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 102376 members 
Mstep: Class 3 contains 16275 members 
Mstep: Class 4 contains 37257 members 
Mstep: Class 5 contains 66756 members 
Mstep: Class 6 contains 119247 members 
Mstep: Class 7 contains 14331 members 
Mstep: Class 8 contains 39231 members 
Mstep: Class 9 contains 19353 members 
Mstep: Class 10 contains 20264 members 
Mstep: Class 11 contains 50623 members 
Mstep: Class 12 contains 1396 members 
Mstep: Class 13 contains 10152 members 
Mstep: Class 14 contains 1780 members 
Mstep: Class 15 contains 5006 members 
Mstep: Class 16 contains 37886 members 
Mstep: Class 17 contains 5173 members 
Mstep: Class 18 contains 26729 members 
Mstep: Class 19 contains 16405 members 
Mstep: Class 20 contains 44643 members 
Mstep: Class 21 contains 15532 members 
Mstep: Class 22 contains 22315 members 
Mstep: Class 23 contains 12639 members 
Mstep: Class 24 contains 45322 members 
Mstep: Class 25 contains 7655 members 
Mstep: Class 26 contains 6825 members 
Mstep: Class 27 contains 21904 members 
Mstep: Class 28 contains 7523 members 
Mstep: Class 29 contains 9537 members 
Mstep: Class 30 contains 31733 members 
Mstep: Class 31 contains 17375 members 
Mstep: Class 32 contains 3689 members 
Mstep: Class 33 contains 7651 members 
Mstep: Class 34 contains 5855 members 
Mstep: Class 35 contains 14675 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 7130 members 
Mstep: Class 38 contains 14747 members 
Entering Unmasked Estep 
Score: -87996760.000000 Penalty: 77521.476562
Splitting cluster 17 changes total score from -87961352.000000 to -87996760.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 18 (26729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26729 members 
Entering Unmasked Estep 
Score: -2594084.000000 Penalty: 1516.793457
	Iteration 0F: 2 clusters Score -2594084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -2576713.750000 Penalty: 3033.586914
	Iteration 0F: 3 clusters Score -2576714 nChanged 11959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -2583238.750000 Penalty: 3033.586914
	Iteration 1F: 3 clusters Score -2583239 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -2583816.750000 Penalty: 3033.586914
	Iteration 2F: 3 clusters Score -2583817 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -2584307.000000 Penalty: 3033.586914
	Iteration 3Q: 3 clusters Score -2584307 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -2584802.750000 Penalty: 3033.586914
	Iteration 4Q: 3 clusters Score -2584803 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -2585360.250000 Penalty: 3033.586914
	Iteration 5Q: 3 clusters Score -2585360 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -2586123.250000 Penalty: 3033.586914
	Iteration 6Q: 3 clusters Score -2586123 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -2587056.000000 Penalty: 3033.586914
	Iteration 7F: 3 clusters Score -2587056 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -2588054.500000 Penalty: 3033.586914
	Iteration 8F: 3 clusters Score -2588054 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -2589041.250000 Penalty: 3033.586914
	Iteration 9Q: 3 clusters Score -2589041 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -2589905.000000 Penalty: 3033.586914
	Iteration 10Q: 3 clusters Score -2589905 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -2590606.750000 Penalty: 3033.586914
	Iteration 11Q: 3 clusters Score -2590607 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -2591071.500000 Penalty: 3033.586914
	Iteration 12Q: 3 clusters Score -2591072 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -2591364.500000 Penalty: 3033.586914
	Iteration 13Q: 3 clusters Score -2591364 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -2591558.750000 Penalty: 3033.586914
	Iteration 14Q: 3 clusters Score -2591559 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -2591739.750000 Penalty: 3033.586914
	Iteration 15Q: 3 clusters Score -2591740 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 21543 members 
Entering Unmasked Estep 
Score: -2591896.250000 Penalty: 3033.586914
	Iteration 16Q: 3 clusters Score -2591896 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
Score: -2592074.000000 Penalty: 3033.586914
	Iteration 17Q: 3 clusters Score -2592074 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -2592245.000000 Penalty: 3033.586914
	Iteration 18Q: 3 clusters Score -2592245 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 22459 members 
Entering Unmasked Estep 
Score: -2592383.500000 Penalty: 3033.586914
	Iteration 19Q: 3 clusters Score -2592384 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -2592510.250000 Penalty: 3033.586914
	Iteration 20F: 3 clusters Score -2592510 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
Score: -2592636.500000 Penalty: 3033.586914
	Iteration 21Q: 3 clusters Score -2592636 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 23170 members 
Entering Unmasked Estep 
Score: -2592755.750000 Penalty: 3033.586914
	Iteration 22Q: 3 clusters Score -2592756 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -2592872.500000 Penalty: 3033.586914
	Iteration 23Q: 3 clusters Score -2592872 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 23534 members 
Entering Unmasked Estep 
Score: -2592971.250000 Penalty: 3033.586914
	Iteration 24Q: 3 clusters Score -2592971 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
Score: -2593069.500000 Penalty: 3033.586914
	Iteration 25Q: 3 clusters Score -2593070 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -2593183.000000 Penalty: 3033.586914
	Iteration 26Q: 3 clusters Score -2593183 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 23976 members 
Entering Unmasked Estep 
Score: -2593261.500000 Penalty: 3033.586914
	Iteration 27Q: 3 clusters Score -2593262 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 24086 members 
Entering Unmasked Estep 
Score: -2593354.000000 Penalty: 3033.586914
	Iteration 28Q: 3 clusters Score -2593354 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 24202 members 
Entering Unmasked Estep 
Score: -2593433.250000 Penalty: 3033.586914
	Iteration 29Q: 3 clusters Score -2593433 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -2593513.250000 Penalty: 3033.586914
	Iteration 30Q: 3 clusters Score -2593513 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 24419 members 
Entering Unmasked Estep 
Score: -2593590.500000 Penalty: 3033.586914
	Iteration 31Q: 3 clusters Score -2593590 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 24506 members 
Entering Unmasked Estep 
Score: -2593652.000000 Penalty: 3033.586914
	Iteration 32Q: 3 clusters Score -2593652 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 24576 members 
Entering Unmasked Estep 
Score: -2593682.500000 Penalty: 3033.586914
	Iteration 33Q: 3 clusters Score -2593682 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 24619 members 
Entering Unmasked Estep 
Score: -2593702.250000 Penalty: 3033.586914
	Iteration 34Q: 3 clusters Score -2593702 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 24641 members 
Entering Unmasked Estep 
Score: -2593704.000000 Penalty: 3033.586914
	Iteration 35Q: 3 clusters Score -2593704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 24655 members 
Entering Unmasked Estep 
Score: -2593715.500000 Penalty: 3033.586914
	Iteration 36Q: 3 clusters Score -2593716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -2593719.000000 Penalty: 3033.586914
	Iteration 37Q: 3 clusters Score -2593719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 24670 members 
Entering Unmasked Estep 
Score: -2593722.000000 Penalty: 3033.586914
	Iteration 38Q: 3 clusters Score -2593722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 24671 members 
Entering Unmasked Estep 
Score: -2593721.000000 Penalty: 3033.586914
	Iteration 39Q: 3 clusters Score -2593721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 24674 members 
Entering Unmasked Estep 
Score: -2593723.000000 Penalty: 3033.586914
	Iteration 40F: 3 clusters Score -2593723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 24676 members 
Entering Unmasked Estep 
Score: -2593725.500000 Penalty: 3033.586914
	Iteration 41Q: 3 clusters Score -2593726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 24677 members 
Entering Unmasked Estep 
Score: -2593725.000000 Penalty: 3033.586914
	Iteration 42Q: 3 clusters Score -2593725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 24677 members 
Entering Unmasked Estep 
Score: -2593725.000000 Penalty: 3033.586914
	Iteration 43F: 3 clusters Score -2593725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (16405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Entering Unmasked Estep 
Score: -1719029.250000 Penalty: 1444.154785
	Iteration 0F: 2 clusters Score -1719029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1708275.500000 Penalty: 2888.309570
	Iteration 0F: 3 clusters Score -1708276 nChanged 7039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1711899.750000 Penalty: 2888.309570
	Iteration 1F: 3 clusters Score -1711900 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1712219.625000 Penalty: 2888.309570
	Iteration 2F: 3 clusters Score -1712220 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1712504.000000 Penalty: 2888.309570
	Iteration 3Q: 3 clusters Score -1712504 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1712755.875000 Penalty: 2888.309570
	Iteration 4Q: 3 clusters Score -1712756 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1713039.000000 Penalty: 2888.309570
	Iteration 5Q: 3 clusters Score -1713039 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1713367.500000 Penalty: 2888.309570
	Iteration 6Q: 3 clusters Score -1713368 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1713806.625000 Penalty: 2888.309570
	Iteration 7Q: 3 clusters Score -1713807 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1714409.750000 Penalty: 2888.309570
	Iteration 8F: 3 clusters Score -1714410 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1715086.750000 Penalty: 2888.309570
	Iteration 9F: 3 clusters Score -1715087 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1715825.625000 Penalty: 2888.309570
	Iteration 10F: 3 clusters Score -1715826 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1716479.375000 Penalty: 2888.309570
	Iteration 11Q: 3 clusters Score -1716479 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1717016.625000 Penalty: 2888.309570
	Iteration 12Q: 3 clusters Score -1717017 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1717379.625000 Penalty: 2888.309570
	Iteration 13Q: 3 clusters Score -1717380 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1717551.750000 Penalty: 2888.309570
	Iteration 14Q: 3 clusters Score -1717552 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1717655.750000 Penalty: 2888.309570
	Iteration 15Q: 3 clusters Score -1717656 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1717730.500000 Penalty: 2888.309570
	Iteration 16Q: 3 clusters Score -1717730 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1717770.750000 Penalty: 2888.309570
	Iteration 17Q: 3 clusters Score -1717771 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1717794.750000 Penalty: 2888.309570
	Iteration 18Q: 3 clusters Score -1717795 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1717822.625000 Penalty: 2888.309570
	Iteration 19Q: 3 clusters Score -1717823 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1717839.875000 Penalty: 2888.309570
	Iteration 20F: 3 clusters Score -1717840 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1717856.500000 Penalty: 2888.309570
	Iteration 21Q: 3 clusters Score -1717856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1717869.375000 Penalty: 2888.309570
	Iteration 22Q: 3 clusters Score -1717869 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1717874.750000 Penalty: 2888.309570
	Iteration 23Q: 3 clusters Score -1717875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1717879.250000 Penalty: 2888.309570
	Iteration 24Q: 3 clusters Score -1717879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1717885.875000 Penalty: 2888.309570
	Iteration 25Q: 3 clusters Score -1717886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1717893.000000 Penalty: 2888.309570
	Iteration 26Q: 3 clusters Score -1717893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1717894.250000 Penalty: 2888.309570
	Iteration 27Q: 3 clusters Score -1717894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1717902.375000 Penalty: 2888.309570
	Iteration 28Q: 3 clusters Score -1717902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1717902.875000 Penalty: 2888.309570
	Iteration 29Q: 3 clusters Score -1717903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1717904.625000 Penalty: 2888.309570
	Iteration 30Q: 3 clusters Score -1717905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1717907.000000 Penalty: 2888.309570
	Iteration 31Q: 3 clusters Score -1717907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1717909.000000 Penalty: 2888.309570
	Iteration 32Q: 3 clusters Score -1717909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1717912.250000 Penalty: 2888.309570
	Iteration 33Q: 3 clusters Score -1717912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1717913.500000 Penalty: 2888.309570
	Iteration 34Q: 3 clusters Score -1717914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1717915.000000 Penalty: 2888.309570
	Iteration 35Q: 3 clusters Score -1717915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1717915.250000 Penalty: 2888.309570
	Iteration 36Q: 3 clusters Score -1717915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1717915.250000 Penalty: 2888.309570
	Iteration 37F: 3 clusters Score -1717915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (44643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44643 members 
Entering Unmasked Estep 
Score: -4613550.500000 Penalty: 1593.120117
	Iteration 0F: 2 clusters Score -4613550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 22421 members 
Entering Unmasked Estep 
Score: -4584590.000000 Penalty: 3186.240234
	Iteration 0F: 3 clusters Score -4584590 nChanged 20514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 22797 members 
Entering Unmasked Estep 
Score: -4595994.500000 Penalty: 3186.240234
	Iteration 1F: 3 clusters Score -4595994 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -4596767.500000 Penalty: 3186.240234
	Iteration 2Q: 3 clusters Score -4596768 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -4597520.000000 Penalty: 3186.240234
	Iteration 3Q: 3 clusters Score -4597520 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -4598339.000000 Penalty: 3186.240234
	Iteration 4Q: 3 clusters Score -4598339 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -4599235.500000 Penalty: 3186.240234
	Iteration 5Q: 3 clusters Score -4599236 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -4600124.000000 Penalty: 3186.240234
	Iteration 6Q: 3 clusters Score -4600124 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 26666 members 
Entering Unmasked Estep 
Score: -4601072.000000 Penalty: 3186.240234
	Iteration 7Q: 3 clusters Score -4601072 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
Score: -4602106.000000 Penalty: 3186.240234
	Iteration 8Q: 3 clusters Score -4602106 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 29857 members 
Entering Unmasked Estep 
Score: -4603261.000000 Penalty: 3186.240234
	Iteration 9F: 3 clusters Score -4603261 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 31772 members 
Entering Unmasked Estep 
Score: -4604481.500000 Penalty: 3186.240234
	Iteration 10F: 3 clusters Score -4604482 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 33693 members 
Entering Unmasked Estep 
Score: -4605709.000000 Penalty: 3186.240234
	Iteration 11Q: 3 clusters Score -4605709 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 35510 members 
Entering Unmasked Estep 
Score: -4606897.500000 Penalty: 3186.240234
	Iteration 12Q: 3 clusters Score -4606898 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 37187 members 
Entering Unmasked Estep 
Score: -4608036.500000 Penalty: 3186.240234
	Iteration 13Q: 3 clusters Score -4608036 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 38618 members 
Entering Unmasked Estep 
Score: -4608980.000000 Penalty: 3186.240234
	Iteration 14Q: 3 clusters Score -4608980 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 39735 members 
Entering Unmasked Estep 
Score: -4609760.500000 Penalty: 3186.240234
	Iteration 15Q: 3 clusters Score -4609760 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 40568 members 
Entering Unmasked Estep 
Score: -4610311.500000 Penalty: 3186.240234
	Iteration 16Q: 3 clusters Score -4610312 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 41192 members 
Entering Unmasked Estep 
Score: -4610729.000000 Penalty: 3186.240234
	Iteration 17Q: 3 clusters Score -4610729 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 41661 members 
Entering Unmasked Estep 
Score: -4610958.500000 Penalty: 3186.240234
	Iteration 18Q: 3 clusters Score -4610958 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 42022 members 
Entering Unmasked Estep 
Score: -4611168.000000 Penalty: 3186.240234
	Iteration 19Q: 3 clusters Score -4611168 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 42318 members 
Entering Unmasked Estep 
Score: -4611320.500000 Penalty: 3186.240234
	Iteration 20F: 3 clusters Score -4611320 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 42557 members 
Entering Unmasked Estep 
Score: -4611446.500000 Penalty: 3186.240234
	Iteration 21Q: 3 clusters Score -4611446 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 42776 members 
Entering Unmasked Estep 
Score: -4611561.500000 Penalty: 3186.240234
	Iteration 22Q: 3 clusters Score -4611562 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 42974 members 
Entering Unmasked Estep 
Score: -4611678.500000 Penalty: 3186.240234
	Iteration 23Q: 3 clusters Score -4611678 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 43128 members 
Entering Unmasked Estep 
Score: -4611750.000000 Penalty: 3186.240234
	Iteration 24Q: 3 clusters Score -4611750 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 43275 members 
Entering Unmasked Estep 
Score: -4611841.000000 Penalty: 3186.240234
	Iteration 25Q: 3 clusters Score -4611841 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 43386 members 
Entering Unmasked Estep 
Score: -4611908.000000 Penalty: 3186.240234
	Iteration 26Q: 3 clusters Score -4611908 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 43495 members 
Entering Unmasked Estep 
Score: -4611957.500000 Penalty: 3186.240234
	Iteration 27Q: 3 clusters Score -4611958 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 43579 members 
Entering Unmasked Estep 
Score: -4612013.500000 Penalty: 3186.240234
	Iteration 28Q: 3 clusters Score -4612014 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 43656 members 
Entering Unmasked Estep 
Score: -4612063.500000 Penalty: 3186.240234
	Iteration 29Q: 3 clusters Score -4612064 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 43722 members 
Entering Unmasked Estep 
Score: -4612096.500000 Penalty: 3186.240234
	Iteration 30Q: 3 clusters Score -4612096 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 43775 members 
Entering Unmasked Estep 
Score: -4612130.000000 Penalty: 3186.240234
	Iteration 31Q: 3 clusters Score -4612130 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 43812 members 
Entering Unmasked Estep 
Score: -4612161.000000 Penalty: 3186.240234
	Iteration 32Q: 3 clusters Score -4612161 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 43845 members 
Entering Unmasked Estep 
Score: -4612185.500000 Penalty: 3186.240234
	Iteration 33Q: 3 clusters Score -4612186 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 43872 members 
Entering Unmasked Estep 
Score: -4612196.500000 Penalty: 3186.240234
	Iteration 34Q: 3 clusters Score -4612196 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 43895 members 
Entering Unmasked Estep 
Score: -4612214.500000 Penalty: 3186.240234
	Iteration 35Q: 3 clusters Score -4612214 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 43919 members 
Entering Unmasked Estep 
Score: -4612230.500000 Penalty: 3186.240234
	Iteration 36Q: 3 clusters Score -4612230 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 43944 members 
Entering Unmasked Estep 
Score: -4612241.000000 Penalty: 3186.240234
	Iteration 37Q: 3 clusters Score -4612241 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 43964 members 
Entering Unmasked Estep 
Score: -4612248.500000 Penalty: 3186.240234
	Iteration 38Q: 3 clusters Score -4612248 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 43984 members 
Entering Unmasked Estep 
Score: -4612263.500000 Penalty: 3186.240234
	Iteration 39Q: 3 clusters Score -4612264 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 44003 members 
Entering Unmasked Estep 
Score: -4612280.000000 Penalty: 3186.240234
	Iteration 40F: 3 clusters Score -4612280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 44013 members 
Entering Unmasked Estep 
Score: -4612282.000000 Penalty: 3186.240234
	Iteration 41Q: 3 clusters Score -4612282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 44019 members 
Entering Unmasked Estep 
Score: -4612283.000000 Penalty: 3186.240234
	Iteration 42Q: 3 clusters Score -4612283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 44025 members 
Entering Unmasked Estep 
Score: -4612289.500000 Penalty: 3186.240234
	Iteration 43Q: 3 clusters Score -4612290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 44031 members 
Entering Unmasked Estep 
Score: -4612295.000000 Penalty: 3186.240234
	Iteration 44Q: 3 clusters Score -4612295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 44037 members 
Entering Unmasked Estep 
Score: -4612297.500000 Penalty: 3186.240234
	Iteration 45Q: 3 clusters Score -4612298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 44036 members 
Entering Unmasked Estep 
Score: -4612298.000000 Penalty: 3186.240234
	Iteration 46Q: 3 clusters Score -4612298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 44037 members 
Entering Unmasked Estep 
Score: -4612302.500000 Penalty: 3186.240234
	Iteration 47Q: 3 clusters Score -4612302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 44042 members 
Entering Unmasked Estep 
Score: -4612300.000000 Penalty: 3186.240234
	Iteration 48Q: 3 clusters Score -4612300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 44051 members 
Entering Unmasked Estep 
Score: -4612312.000000 Penalty: 3186.240234
	Iteration 49Q: 3 clusters Score -4612312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 44061 members 
Entering Unmasked Estep 
Score: -4612318.500000 Penalty: 3186.240234
	Iteration 50Q: 3 clusters Score -4612318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 44065 members 
Entering Unmasked Estep 
Score: -4612319.000000 Penalty: 3186.240234
	Iteration 51Q: 3 clusters Score -4612319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 44069 members 
Entering Unmasked Estep 
Score: -4612322.000000 Penalty: 3186.240234
	Iteration 52Q: 3 clusters Score -4612322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 44072 members 
Entering Unmasked Estep 
Score: -4612326.000000 Penalty: 3186.240234
	Iteration 53Q: 3 clusters Score -4612326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 44073 members 
Entering Unmasked Estep 
Score: -4612326.000000 Penalty: 3186.240234
	Iteration 54Q: 3 clusters Score -4612326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 44075 members 
Entering Unmasked Estep 
Score: -4612324.000000 Penalty: 3186.240234
	Iteration 55Q: 3 clusters Score -4612324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 44076 members 
Entering Unmasked Estep 
Score: -4612324.500000 Penalty: 3186.240234
	Iteration 56Q: 3 clusters Score -4612324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 44075 members 
Entering Unmasked Estep 
Score: -4612327.000000 Penalty: 3186.240234
	Iteration 57Q: 3 clusters Score -4612327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 44075 members 
Entering Unmasked Estep 
Score: -4612328.000000 Penalty: 3186.240234
	Iteration 58Q: 3 clusters Score -4612328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 44077 members 
Entering Unmasked Estep 
Score: -4612330.000000 Penalty: 3186.240234
	Iteration 59Q: 3 clusters Score -4612330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 44077 members 
Entering Unmasked Estep 
Score: -4612330.000000 Penalty: 3186.240234
	Iteration 60F: 3 clusters Score -4612330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Entering Unmasked Estep 
Score: -1499889.250000 Penalty: 1436.017944
	Iteration 0F: 2 clusters Score -1499889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1489645.625000 Penalty: 2872.035889
	Iteration 0F: 3 clusters Score -1489646 nChanged 6775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1493710.125000 Penalty: 2872.035889
	Iteration 1F: 3 clusters Score -1493710 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1494567.750000 Penalty: 2872.035889
	Iteration 2F: 3 clusters Score -1494568 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1495445.875000 Penalty: 2872.035889
	Iteration 3F: 3 clusters Score -1495446 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1496330.625000 Penalty: 2872.035889
	Iteration 4F: 3 clusters Score -1496331 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1497190.375000 Penalty: 2872.035889
	Iteration 5F: 3 clusters Score -1497190 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1497912.750000 Penalty: 2872.035889
	Iteration 6F: 3 clusters Score -1497913 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1498489.875000 Penalty: 2872.035889
	Iteration 7F: 3 clusters Score -1498490 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1498887.375000 Penalty: 2872.035889
	Iteration 8Q: 3 clusters Score -1498887 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1499159.375000 Penalty: 2872.035889
	Iteration 9Q: 3 clusters Score -1499159 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1499314.750000 Penalty: 2872.035889
	Iteration 10Q: 3 clusters Score -1499315 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1499419.875000 Penalty: 2872.035889
	Iteration 11Q: 3 clusters Score -1499420 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1499497.375000 Penalty: 2872.035889
	Iteration 12Q: 3 clusters Score -1499497 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1499563.125000 Penalty: 2872.035889
	Iteration 13Q: 3 clusters Score -1499563 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1499611.000000 Penalty: 2872.035889
	Iteration 14Q: 3 clusters Score -1499611 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1499640.375000 Penalty: 2872.035889
	Iteration 15Q: 3 clusters Score -1499640 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1499658.125000 Penalty: 2872.035889
	Iteration 16Q: 3 clusters Score -1499658 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1499671.125000 Penalty: 2872.035889
	Iteration 17Q: 3 clusters Score -1499671 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1499687.625000 Penalty: 2872.035889
	Iteration 18Q: 3 clusters Score -1499688 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1499706.125000 Penalty: 2872.035889
	Iteration 19Q: 3 clusters Score -1499706 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1499717.625000 Penalty: 2872.035889
	Iteration 20F: 3 clusters Score -1499718 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1499728.000000 Penalty: 2872.035889
	Iteration 21Q: 3 clusters Score -1499728 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1499730.125000 Penalty: 2872.035889
	Iteration 22Q: 3 clusters Score -1499730 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1499736.250000 Penalty: 2872.035889
	Iteration 23Q: 3 clusters Score -1499736 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1499738.375000 Penalty: 2872.035889
	Iteration 24Q: 3 clusters Score -1499738 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1499741.375000 Penalty: 2872.035889
	Iteration 25Q: 3 clusters Score -1499741 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1499747.750000 Penalty: 2872.035889
	Iteration 26Q: 3 clusters Score -1499748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1499744.875000 Penalty: 2872.035889
	Iteration 27Q: 3 clusters Score -1499745 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1499744.500000 Penalty: 2872.035889
	Iteration 28Q: 3 clusters Score -1499744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1499750.125000 Penalty: 2872.035889
	Iteration 29Q: 3 clusters Score -1499750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1499749.625000 Penalty: 2872.035889
	Iteration 30Q: 3 clusters Score -1499750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1499752.000000 Penalty: 2872.035889
	Iteration 31Q: 3 clusters Score -1499752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1499751.250000 Penalty: 2872.035889
	Iteration 32Q: 3 clusters Score -1499751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1499751.875000 Penalty: 2872.035889
	Iteration 33Q: 3 clusters Score -1499752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1499751.875000 Penalty: 2872.035889
	Iteration 34F: 3 clusters Score -1499752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (22315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22315 members 
Entering Unmasked Estep 
Score: -2280005.750000 Penalty: 1489.936646
	Iteration 0F: 2 clusters Score -2280006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -2265310.000000 Penalty: 2979.873291
	Iteration 0F: 3 clusters Score -2265310 nChanged 9973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -2271023.000000 Penalty: 2979.873291
	Iteration 1F: 3 clusters Score -2271023 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -2271623.500000 Penalty: 2979.873291
	Iteration 2F: 3 clusters Score -2271624 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -2272125.500000 Penalty: 2979.873291
	Iteration 3F: 3 clusters Score -2272126 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -2272589.500000 Penalty: 2979.873291
	Iteration 4Q: 3 clusters Score -2272590 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -2273087.500000 Penalty: 2979.873291
	Iteration 5Q: 3 clusters Score -2273088 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -2273671.500000 Penalty: 2979.873291
	Iteration 6Q: 3 clusters Score -2273672 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -2274369.750000 Penalty: 2979.873291
	Iteration 7Q: 3 clusters Score -2274370 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -2275170.750000 Penalty: 2979.873291
	Iteration 8Q: 3 clusters Score -2275171 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -2275966.250000 Penalty: 2979.873291
	Iteration 9Q: 3 clusters Score -2275966 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -2276661.250000 Penalty: 2979.873291
	Iteration 10Q: 3 clusters Score -2276661 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -2277207.500000 Penalty: 2979.873291
	Iteration 11Q: 3 clusters Score -2277208 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -2277632.000000 Penalty: 2979.873291
	Iteration 12Q: 3 clusters Score -2277632 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -2277964.500000 Penalty: 2979.873291
	Iteration 13Q: 3 clusters Score -2277964 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -2278200.250000 Penalty: 2979.873291
	Iteration 14Q: 3 clusters Score -2278200 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -2278368.500000 Penalty: 2979.873291
	Iteration 15Q: 3 clusters Score -2278368 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -2278507.500000 Penalty: 2979.873291
	Iteration 16Q: 3 clusters Score -2278508 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -2278616.250000 Penalty: 2979.873291
	Iteration 17Q: 3 clusters Score -2278616 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -2278687.000000 Penalty: 2979.873291
	Iteration 18Q: 3 clusters Score -2278687 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -2278745.500000 Penalty: 2979.873291
	Iteration 19Q: 3 clusters Score -2278746 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -2278791.250000 Penalty: 2979.873291
	Iteration 20F: 3 clusters Score -2278791 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -2278840.500000 Penalty: 2979.873291
	Iteration 21Q: 3 clusters Score -2278840 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
Score: -2278875.500000 Penalty: 2979.873291
	Iteration 22Q: 3 clusters Score -2278876 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -2278900.500000 Penalty: 2979.873291
	Iteration 23Q: 3 clusters Score -2278900 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -2278913.500000 Penalty: 2979.873291
	Iteration 24Q: 3 clusters Score -2278914 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -2278928.500000 Penalty: 2979.873291
	Iteration 25Q: 3 clusters Score -2278928 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -2278941.250000 Penalty: 2979.873291
	Iteration 26Q: 3 clusters Score -2278941 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -2278948.750000 Penalty: 2979.873291
	Iteration 27Q: 3 clusters Score -2278949 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -2278958.000000 Penalty: 2979.873291
	Iteration 28Q: 3 clusters Score -2278958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -2278963.750000 Penalty: 2979.873291
	Iteration 29Q: 3 clusters Score -2278964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -2278978.250000 Penalty: 2979.873291
	Iteration 30Q: 3 clusters Score -2278978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -2278981.000000 Penalty: 2979.873291
	Iteration 31Q: 3 clusters Score -2278981 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -2278994.500000 Penalty: 2979.873291
	Iteration 32Q: 3 clusters Score -2278994 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -2279001.250000 Penalty: 2979.873291
	Iteration 33Q: 3 clusters Score -2279001 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -2279009.750000 Penalty: 2979.873291
	Iteration 34Q: 3 clusters Score -2279010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -2279011.000000 Penalty: 2979.873291
	Iteration 35Q: 3 clusters Score -2279011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -2279014.000000 Penalty: 2979.873291
	Iteration 36Q: 3 clusters Score -2279014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -2279018.750000 Penalty: 2979.873291
	Iteration 37Q: 3 clusters Score -2279019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -2279023.000000 Penalty: 2979.873291
	Iteration 38Q: 3 clusters Score -2279023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -2279022.000000 Penalty: 2979.873291
	Iteration 39Q: 3 clusters Score -2279022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -2279032.250000 Penalty: 2979.873291
	Iteration 40F: 3 clusters Score -2279032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -2279030.000000 Penalty: 2979.873291
	Iteration 41Q: 3 clusters Score -2279030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -2279031.750000 Penalty: 2979.873291
	Iteration 42Q: 3 clusters Score -2279032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -2279031.750000 Penalty: 2979.873291
	Iteration 43Q: 3 clusters Score -2279032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -2279031.750000 Penalty: 2979.873291
	Iteration 44F: 3 clusters Score -2279032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Entering Unmasked Estep 
Score: -1272933.125000 Penalty: 1405.348022
	Iteration 0F: 2 clusters Score -1272933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1264496.000000 Penalty: 2810.696045
	Iteration 0F: 3 clusters Score -1264496 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1267360.625000 Penalty: 2810.696045
	Iteration 1F: 3 clusters Score -1267361 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1267721.250000 Penalty: 2810.696045
	Iteration 2F: 3 clusters Score -1267721 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1267974.125000 Penalty: 2810.696045
	Iteration 3Q: 3 clusters Score -1267974 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1268166.250000 Penalty: 2810.696045
	Iteration 4Q: 3 clusters Score -1268166 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1268344.375000 Penalty: 2810.696045
	Iteration 5Q: 3 clusters Score -1268344 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1268499.125000 Penalty: 2810.696045
	Iteration 6Q: 3 clusters Score -1268499 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1268656.375000 Penalty: 2810.696045
	Iteration 7Q: 3 clusters Score -1268656 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1268812.875000 Penalty: 2810.696045
	Iteration 8Q: 3 clusters Score -1268813 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1268978.875000 Penalty: 2810.696045
	Iteration 9Q: 3 clusters Score -1268979 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1269180.125000 Penalty: 2810.696045
	Iteration 10Q: 3 clusters Score -1269180 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1269415.750000 Penalty: 2810.696045
	Iteration 11Q: 3 clusters Score -1269416 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1269660.250000 Penalty: 2810.696045
	Iteration 12Q: 3 clusters Score -1269660 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1269899.625000 Penalty: 2810.696045
	Iteration 13Q: 3 clusters Score -1269900 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1270182.375000 Penalty: 2810.696045
	Iteration 14Q: 3 clusters Score -1270182 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1270457.000000 Penalty: 2810.696045
	Iteration 15Q: 3 clusters Score -1270457 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1270673.500000 Penalty: 2810.696045
	Iteration 16Q: 3 clusters Score -1270674 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1270854.125000 Penalty: 2810.696045
	Iteration 17Q: 3 clusters Score -1270854 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1271000.875000 Penalty: 2810.696045
	Iteration 18Q: 3 clusters Score -1271001 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1271138.000000 Penalty: 2810.696045
	Iteration 19Q: 3 clusters Score -1271138 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1271264.625000 Penalty: 2810.696045
	Iteration 20F: 3 clusters Score -1271265 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1271366.750000 Penalty: 2810.696045
	Iteration 21Q: 3 clusters Score -1271367 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1271435.500000 Penalty: 2810.696045
	Iteration 22Q: 3 clusters Score -1271436 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1271489.125000 Penalty: 2810.696045
	Iteration 23Q: 3 clusters Score -1271489 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1271539.375000 Penalty: 2810.696045
	Iteration 24Q: 3 clusters Score -1271539 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1271576.750000 Penalty: 2810.696045
	Iteration 25Q: 3 clusters Score -1271577 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1271605.875000 Penalty: 2810.696045
	Iteration 26Q: 3 clusters Score -1271606 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1271630.000000 Penalty: 2810.696045
	Iteration 27Q: 3 clusters Score -1271630 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1271651.500000 Penalty: 2810.696045
	Iteration 28Q: 3 clusters Score -1271652 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1271665.750000 Penalty: 2810.696045
	Iteration 29Q: 3 clusters Score -1271666 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1271677.875000 Penalty: 2810.696045
	Iteration 30Q: 3 clusters Score -1271678 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -1271695.000000 Penalty: 2810.696045
	Iteration 31Q: 3 clusters Score -1271695 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -1271714.625000 Penalty: 2810.696045
	Iteration 32Q: 3 clusters Score -1271715 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -1271728.125000 Penalty: 2810.696045
	Iteration 33Q: 3 clusters Score -1271728 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -1271745.125000 Penalty: 2810.696045
	Iteration 34Q: 3 clusters Score -1271745 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1271752.500000 Penalty: 2810.696045
	Iteration 35Q: 3 clusters Score -1271752 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -1271764.750000 Penalty: 2810.696045
	Iteration 36Q: 3 clusters Score -1271765 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1271775.500000 Penalty: 2810.696045
	Iteration 37Q: 3 clusters Score -1271776 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -1271786.125000 Penalty: 2810.696045
	Iteration 38Q: 3 clusters Score -1271786 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1271794.625000 Penalty: 2810.696045
	Iteration 39Q: 3 clusters Score -1271795 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -1271801.500000 Penalty: 2810.696045
	Iteration 40F: 3 clusters Score -1271802 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1271818.000000 Penalty: 2810.696045
	Iteration 41Q: 3 clusters Score -1271818 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1271829.375000 Penalty: 2810.696045
	Iteration 42Q: 3 clusters Score -1271829 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1271839.125000 Penalty: 2810.696045
	Iteration 43Q: 3 clusters Score -1271839 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -1271850.250000 Penalty: 2810.696045
	Iteration 44Q: 3 clusters Score -1271850 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -1271862.625000 Penalty: 2810.696045
	Iteration 45Q: 3 clusters Score -1271863 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1271875.000000 Penalty: 2810.696045
	Iteration 46Q: 3 clusters Score -1271875 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1271887.750000 Penalty: 2810.696045
	Iteration 47Q: 3 clusters Score -1271888 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -1271895.375000 Penalty: 2810.696045
	Iteration 48Q: 3 clusters Score -1271895 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1271907.750000 Penalty: 2810.696045
	Iteration 49Q: 3 clusters Score -1271908 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1271923.500000 Penalty: 2810.696045
	Iteration 50Q: 3 clusters Score -1271924 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1271941.625000 Penalty: 2810.696045
	Iteration 51Q: 3 clusters Score -1271942 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1271947.375000 Penalty: 2810.696045
	Iteration 52Q: 3 clusters Score -1271947 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -1271957.875000 Penalty: 2810.696045
	Iteration 53Q: 3 clusters Score -1271958 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -1271963.250000 Penalty: 2810.696045
	Iteration 54Q: 3 clusters Score -1271963 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -1271971.125000 Penalty: 2810.696045
	Iteration 55Q: 3 clusters Score -1271971 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -1271976.125000 Penalty: 2810.696045
	Iteration 56Q: 3 clusters Score -1271976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -1271985.500000 Penalty: 2810.696045
	Iteration 57Q: 3 clusters Score -1271986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -1271985.625000 Penalty: 2810.696045
	Iteration 58Q: 3 clusters Score -1271986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -1271992.500000 Penalty: 2810.696045
	Iteration 59Q: 3 clusters Score -1271992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -1272001.250000 Penalty: 2810.696045
	Iteration 60F: 3 clusters Score -1272001 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -1272005.875000 Penalty: 2810.696045
	Iteration 61Q: 3 clusters Score -1272006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -1272008.000000 Penalty: 2810.696045
	Iteration 62Q: 3 clusters Score -1272008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -1272007.625000 Penalty: 2810.696045
	Iteration 63Q: 3 clusters Score -1272008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -1272006.375000 Penalty: 2810.696045
	Iteration 64Q: 3 clusters Score -1272006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -1272007.875000 Penalty: 2810.696045
	Iteration 65Q: 3 clusters Score -1272008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -1272011.500000 Penalty: 2810.696045
	Iteration 66Q: 3 clusters Score -1272012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -1272011.125000 Penalty: 2810.696045
	Iteration 67Q: 3 clusters Score -1272011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -1272015.625000 Penalty: 2810.696045
	Iteration 68Q: 3 clusters Score -1272016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -1272015.750000 Penalty: 2810.696045
	Iteration 69Q: 3 clusters Score -1272016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -1272014.500000 Penalty: 2810.696045
	Iteration 70Q: 3 clusters Score -1272014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -1272014.500000 Penalty: 2810.696045
	Iteration 71F: 3 clusters Score -1272014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (45322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45322 members 
Entering Unmasked Estep 
Score: -4648612.500000 Penalty: 1595.366333
	Iteration 0F: 2 clusters Score -4648612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22750 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -4619029.500000 Penalty: 3190.732666
	Iteration 0F: 3 clusters Score -4619030 nChanged 20907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -4630722.500000 Penalty: 3190.732666
	Iteration 1F: 3 clusters Score -4630722 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -4631432.500000 Penalty: 3190.732666
	Iteration 2Q: 3 clusters Score -4631432 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -4632193.500000 Penalty: 3190.732666
	Iteration 3Q: 3 clusters Score -4632194 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -4633001.000000 Penalty: 3190.732666
	Iteration 4Q: 3 clusters Score -4633001 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -4633827.500000 Penalty: 3190.732666
	Iteration 5Q: 3 clusters Score -4633828 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -4634741.500000 Penalty: 3190.732666
	Iteration 6Q: 3 clusters Score -4634742 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -4635724.500000 Penalty: 3190.732666
	Iteration 7Q: 3 clusters Score -4635724 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26924 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -4636812.500000 Penalty: 3190.732666
	Iteration 8Q: 3 clusters Score -4636812 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28155 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -4637903.000000 Penalty: 3190.732666
	Iteration 9Q: 3 clusters Score -4637903 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29554 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -4638994.000000 Penalty: 3190.732666
	Iteration 10Q: 3 clusters Score -4638994 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31068 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -4640099.000000 Penalty: 3190.732666
	Iteration 11Q: 3 clusters Score -4640099 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32614 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -4641172.000000 Penalty: 3190.732666
	Iteration 12Q: 3 clusters Score -4641172 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34145 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -4642155.500000 Penalty: 3190.732666
	Iteration 13Q: 3 clusters Score -4642156 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35652 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -4643068.500000 Penalty: 3190.732666
	Iteration 14Q: 3 clusters Score -4643068 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37127 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -4643910.500000 Penalty: 3190.732666
	Iteration 15Q: 3 clusters Score -4643910 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38496 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -4644710.000000 Penalty: 3190.732666
	Iteration 16Q: 3 clusters Score -4644710 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39707 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -4645379.000000 Penalty: 3190.732666
	Iteration 17Q: 3 clusters Score -4645379 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40674 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -4645910.000000 Penalty: 3190.732666
	Iteration 18Q: 3 clusters Score -4645910 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41461 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -4646345.000000 Penalty: 3190.732666
	Iteration 19Q: 3 clusters Score -4646345 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42086 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -4646667.500000 Penalty: 3190.732666
	Iteration 20F: 3 clusters Score -4646668 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42561 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -4646877.000000 Penalty: 3190.732666
	Iteration 21Q: 3 clusters Score -4646877 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42894 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -4647031.500000 Penalty: 3190.732666
	Iteration 22Q: 3 clusters Score -4647032 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43129 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -4647150.500000 Penalty: 3190.732666
	Iteration 23Q: 3 clusters Score -4647150 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43324 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -4647236.000000 Penalty: 3190.732666
	Iteration 24Q: 3 clusters Score -4647236 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43460 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -4647296.000000 Penalty: 3190.732666
	Iteration 25Q: 3 clusters Score -4647296 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43568 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -4647335.000000 Penalty: 3190.732666
	Iteration 26Q: 3 clusters Score -4647335 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43648 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -4647362.500000 Penalty: 3190.732666
	Iteration 27Q: 3 clusters Score -4647362 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43721 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -4647391.500000 Penalty: 3190.732666
	Iteration 28Q: 3 clusters Score -4647392 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43783 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -4647414.000000 Penalty: 3190.732666
	Iteration 29Q: 3 clusters Score -4647414 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43829 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -4647451.500000 Penalty: 3190.732666
	Iteration 30Q: 3 clusters Score -4647452 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43879 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -4647488.000000 Penalty: 3190.732666
	Iteration 31Q: 3 clusters Score -4647488 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43927 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -4647520.000000 Penalty: 3190.732666
	Iteration 32Q: 3 clusters Score -4647520 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43973 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -4647549.000000 Penalty: 3190.732666
	Iteration 33Q: 3 clusters Score -4647549 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44011 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -4647571.000000 Penalty: 3190.732666
	Iteration 34Q: 3 clusters Score -4647571 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44040 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -4647576.500000 Penalty: 3190.732666
	Iteration 35Q: 3 clusters Score -4647576 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44062 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -4647588.500000 Penalty: 3190.732666
	Iteration 36Q: 3 clusters Score -4647588 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44081 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -4647596.000000 Penalty: 3190.732666
	Iteration 37Q: 3 clusters Score -4647596 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44098 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -4647601.000000 Penalty: 3190.732666
	Iteration 38Q: 3 clusters Score -4647601 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44105 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -4647601.000000 Penalty: 3190.732666
	Iteration 39Q: 3 clusters Score -4647601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44112 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -4647606.500000 Penalty: 3190.732666
	Iteration 40F: 3 clusters Score -4647606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44120 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -4647614.000000 Penalty: 3190.732666
	Iteration 41Q: 3 clusters Score -4647614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44126 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -4647616.500000 Penalty: 3190.732666
	Iteration 42Q: 3 clusters Score -4647616 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44135 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -4647624.000000 Penalty: 3190.732666
	Iteration 43Q: 3 clusters Score -4647624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44142 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -4647624.500000 Penalty: 3190.732666
	Iteration 44Q: 3 clusters Score -4647624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44149 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -4647622.500000 Penalty: 3190.732666
	Iteration 45Q: 3 clusters Score -4647622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44153 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -4647629.000000 Penalty: 3190.732666
	Iteration 46Q: 3 clusters Score -4647629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44157 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -4647630.500000 Penalty: 3190.732666
	Iteration 47Q: 3 clusters Score -4647630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44159 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -4647630.500000 Penalty: 3190.732666
	Iteration 48Q: 3 clusters Score -4647630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44160 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -4647628.500000 Penalty: 3190.732666
	Iteration 49Q: 3 clusters Score -4647628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44160 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -4647634.000000 Penalty: 3190.732666
	Iteration 50Q: 3 clusters Score -4647634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44162 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -4647633.500000 Penalty: 3190.732666
	Iteration 51Q: 3 clusters Score -4647634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44161 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -4647633.000000 Penalty: 3190.732666
	Iteration 52Q: 3 clusters Score -4647633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44163 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -4647633.000000 Penalty: 3190.732666
	Iteration 53Q: 3 clusters Score -4647633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44164 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -4647634.000000 Penalty: 3190.732666
	Iteration 54Q: 3 clusters Score -4647634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44164 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -4647634.000000 Penalty: 3190.732666
	Iteration 55F: 3 clusters Score -4647634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Entering Unmasked Estep 
Score: -691779.750000 Penalty: 1330.735474
	Iteration 0F: 2 clusters Score -691779.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -686479.000000 Penalty: 2661.470947
	Iteration 0F: 3 clusters Score -686479 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -688338.750000 Penalty: 2661.470947
	Iteration 1F: 3 clusters Score -688338.8 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -688812.937500 Penalty: 2661.470947
	Iteration 2F: 3 clusters Score -688812.9 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -689217.750000 Penalty: 2661.470947
	Iteration 3F: 3 clusters Score -689217.8 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -689548.937500 Penalty: 2661.470947
	Iteration 4F: 3 clusters Score -689548.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -689861.375000 Penalty: 2661.470947
	Iteration 5F: 3 clusters Score -689861.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -690161.750000 Penalty: 2661.470947
	Iteration 6Q: 3 clusters Score -690161.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -690440.000000 Penalty: 2661.470947
	Iteration 7Q: 3 clusters Score -690440 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -690641.812500 Penalty: 2661.470947
	Iteration 8Q: 3 clusters Score -690641.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -690824.187500 Penalty: 2661.470947
	Iteration 9Q: 3 clusters Score -690824.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -691027.875000 Penalty: 2661.470947
	Iteration 10Q: 3 clusters Score -691027.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -691264.562500 Penalty: 2661.470947
	Iteration 11Q: 3 clusters Score -691264.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -691544.625000 Penalty: 2661.470947
	Iteration 12Q: 3 clusters Score -691544.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -691894.875000 Penalty: 2661.470947
	Iteration 13Q: 3 clusters Score -691894.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -692157.687500 Penalty: 2661.470947
	Iteration 14Q: 3 clusters Score -692157.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -692307.687500 Penalty: 2661.470947
	Iteration 15Q: 3 clusters Score -692307.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -692390.375000 Penalty: 2661.470947
	Iteration 16Q: 3 clusters Score -692390.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -692428.625000 Penalty: 2661.470947
	Iteration 17Q: 3 clusters Score -692428.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -692450.812500 Penalty: 2661.470947
	Iteration 18Q: 3 clusters Score -692450.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -692459.687500 Penalty: 2661.470947
	Iteration 19Q: 3 clusters Score -692459.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -692464.625000 Penalty: 2661.470947
	Iteration 20F: 3 clusters Score -692464.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -692468.375000 Penalty: 2661.470947
	Iteration 21Q: 3 clusters Score -692468.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -692471.062500 Penalty: 2661.470947
	Iteration 22Q: 3 clusters Score -692471.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -692473.687500 Penalty: 2661.470947
	Iteration 23Q: 3 clusters Score -692473.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -692475.937500 Penalty: 2661.470947
	Iteration 24Q: 3 clusters Score -692475.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -692477.437500 Penalty: 2661.470947
	Iteration 25Q: 3 clusters Score -692477.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -692476.750000 Penalty: 2661.470947
	Iteration 26Q: 3 clusters Score -692476.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -692480.000000 Penalty: 2661.470947
	Iteration 27Q: 3 clusters Score -692480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -692480.125000 Penalty: 2661.470947
	Iteration 28Q: 3 clusters Score -692480.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -692480.187500 Penalty: 2661.470947
	Iteration 29Q: 3 clusters Score -692480.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -692480.187500 Penalty: 2661.470947
	Iteration 30F: 3 clusters Score -692480.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 102376 members 
Mstep: Class 3 contains 16275 members 
Mstep: Class 4 contains 37257 members 
Mstep: Class 5 contains 66756 members 
Mstep: Class 6 contains 119247 members 
Mstep: Class 7 contains 14331 members 
Mstep: Class 8 contains 39231 members 
Mstep: Class 9 contains 19353 members 
Mstep: Class 10 contains 20264 members 
Mstep: Class 11 contains 50623 members 
Mstep: Class 12 contains 1396 members 
Mstep: Class 13 contains 10152 members 
Mstep: Class 14 contains 1780 members 
Mstep: Class 15 contains 5006 members 
Mstep: Class 16 contains 37886 members 
Mstep: Class 17 contains 5173 members 
Mstep: Class 18 contains 26729 members 
Mstep: Class 19 contains 16405 members 
Mstep: Class 20 contains 44643 members 
Mstep: Class 21 contains 15532 members 
Mstep: Class 22 contains 22315 members 
Mstep: Class 23 contains 12639 members 
Mstep: Class 24 contains 45322 members 
Mstep: Class 25 contains 1852 members 
Mstep: Class 26 contains 6825 members 
Mstep: Class 27 contains 21904 members 
Mstep: Class 28 contains 7523 members 
Mstep: Class 29 contains 9537 members 
Mstep: Class 30 contains 31733 members 
Mstep: Class 31 contains 17375 members 
Mstep: Class 32 contains 3689 members 
Mstep: Class 33 contains 7651 members 
Mstep: Class 34 contains 5855 members 
Mstep: Class 35 contains 14675 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 7130 members 
Mstep: Class 38 contains 14747 members 
Mstep: Class 39 contains 5803 members 
Entering Unmasked Estep 
Score: -87996600.000000 Penalty: 79561.515625
Splitting cluster 25 changes total score from -87961352.000000 to -87996600.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 26 (6825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Entering Unmasked Estep 
Score: -617181.812500 Penalty: 1313.658081
	Iteration 0F: 2 clusters Score -617181.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -612445.312500 Penalty: 2627.316162
	Iteration 0F: 3 clusters Score -612445.3 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -614744.062500 Penalty: 2627.316162
	Iteration 1F: 3 clusters Score -614744.1 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -616167.875000 Penalty: 2627.316162
	Iteration 2F: 3 clusters Score -616167.9 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -617616.187500 Penalty: 2627.316162
	Iteration 3F: 3 clusters Score -617616.2 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -618199.250000 Penalty: 2627.316162
	Iteration 4F: 3 clusters Score -618199.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -618453.687500 Penalty: 2627.316162
	Iteration 5Q: 3 clusters Score -618453.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -618593.562500 Penalty: 2627.316162
	Iteration 6Q: 3 clusters Score -618593.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -618651.500000 Penalty: 2627.316162
	Iteration 7Q: 3 clusters Score -618651.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -618679.312500 Penalty: 2627.316162
	Iteration 8Q: 3 clusters Score -618679.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -618698.750000 Penalty: 2627.316162
	Iteration 9Q: 3 clusters Score -618698.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -618715.750000 Penalty: 2627.316162
	Iteration 10Q: 3 clusters Score -618715.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -618727.937500 Penalty: 2627.316162
	Iteration 11Q: 3 clusters Score -618727.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -618739.000000 Penalty: 2627.316162
	Iteration 12Q: 3 clusters Score -618739 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -618754.000000 Penalty: 2627.316162
	Iteration 13Q: 3 clusters Score -618754 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -618769.375000 Penalty: 2627.316162
	Iteration 14Q: 3 clusters Score -618769.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -618786.125000 Penalty: 2627.316162
	Iteration 15Q: 3 clusters Score -618786.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -618798.437500 Penalty: 2627.316162
	Iteration 16Q: 3 clusters Score -618798.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -618818.562500 Penalty: 2627.316162
	Iteration 17Q: 3 clusters Score -618818.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -618833.000000 Penalty: 2627.316162
	Iteration 18Q: 3 clusters Score -618833 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -618843.000000 Penalty: 2627.316162
	Iteration 19Q: 3 clusters Score -618843 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -618853.437500 Penalty: 2627.316162
	Iteration 20F: 3 clusters Score -618853.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -618861.125000 Penalty: 2627.316162
	Iteration 21Q: 3 clusters Score -618861.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -618870.625000 Penalty: 2627.316162
	Iteration 22Q: 3 clusters Score -618870.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -618880.000000 Penalty: 2627.316162
	Iteration 23Q: 3 clusters Score -618880 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -618892.562500 Penalty: 2627.316162
	Iteration 24Q: 3 clusters Score -618892.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -618905.437500 Penalty: 2627.316162
	Iteration 25Q: 3 clusters Score -618905.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -618912.937500 Penalty: 2627.316162
	Iteration 26Q: 3 clusters Score -618912.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -618921.250000 Penalty: 2627.316162
	Iteration 27Q: 3 clusters Score -618921.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -618926.437500 Penalty: 2627.316162
	Iteration 28Q: 3 clusters Score -618926.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -618933.750000 Penalty: 2627.316162
	Iteration 29Q: 3 clusters Score -618933.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -618935.187500 Penalty: 2627.316162
	Iteration 30Q: 3 clusters Score -618935.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -618939.062500 Penalty: 2627.316162
	Iteration 31Q: 3 clusters Score -618939.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -618939.062500 Penalty: 2627.316162
	Iteration 32Q: 3 clusters Score -618939.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -618942.812500 Penalty: 2627.316162
	Iteration 33Q: 3 clusters Score -618942.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -618943.500000 Penalty: 2627.316162
	Iteration 34Q: 3 clusters Score -618943.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -618946.125000 Penalty: 2627.316162
	Iteration 35Q: 3 clusters Score -618946.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -618947.437500 Penalty: 2627.316162
	Iteration 36Q: 3 clusters Score -618947.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -618946.875000 Penalty: 2627.316162
	Iteration 37Q: 3 clusters Score -618946.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -618947.250000 Penalty: 2627.316162
	Iteration 38Q: 3 clusters Score -618947.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -618948.125000 Penalty: 2627.316162
	Iteration 39Q: 3 clusters Score -618948.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -618948.437500 Penalty: 2627.316162
	Iteration 40F: 3 clusters Score -618948.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -618950.187500 Penalty: 2627.316162
	Iteration 41Q: 3 clusters Score -618950.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -618950.937500 Penalty: 2627.316162
	Iteration 42Q: 3 clusters Score -618950.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -618951.562500 Penalty: 2627.316162
	Iteration 43Q: 3 clusters Score -618951.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -618952.562500 Penalty: 2627.316162
	Iteration 44Q: 3 clusters Score -618952.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -618952.750000 Penalty: 2627.316162
	Iteration 45Q: 3 clusters Score -618952.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -618953.000000 Penalty: 2627.316162
	Iteration 46Q: 3 clusters Score -618953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -618953.375000 Penalty: 2627.316162
	Iteration 47Q: 3 clusters Score -618953.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -618956.187500 Penalty: 2627.316162
	Iteration 48Q: 3 clusters Score -618956.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -618956.875000 Penalty: 2627.316162
	Iteration 49Q: 3 clusters Score -618956.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -618960.250000 Penalty: 2627.316162
	Iteration 50Q: 3 clusters Score -618960.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -618961.687500 Penalty: 2627.316162
	Iteration 51Q: 3 clusters Score -618961.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -618963.812500 Penalty: 2627.316162
	Iteration 52Q: 3 clusters Score -618963.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -618964.750000 Penalty: 2627.316162
	Iteration 53Q: 3 clusters Score -618964.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -618967.312500 Penalty: 2627.316162
	Iteration 54Q: 3 clusters Score -618967.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -618974.875000 Penalty: 2627.316162
	Iteration 55Q: 3 clusters Score -618974.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -618978.312500 Penalty: 2627.316162
	Iteration 56Q: 3 clusters Score -618978.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -618979.625000 Penalty: 2627.316162
	Iteration 57Q: 3 clusters Score -618979.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -618981.812500 Penalty: 2627.316162
	Iteration 58Q: 3 clusters Score -618981.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -618984.750000 Penalty: 2627.316162
	Iteration 59Q: 3 clusters Score -618984.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -618986.187500 Penalty: 2627.316162
	Iteration 60F: 3 clusters Score -618986.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -618987.937500 Penalty: 2627.316162
	Iteration 61Q: 3 clusters Score -618987.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -618990.375000 Penalty: 2627.316162
	Iteration 62Q: 3 clusters Score -618990.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -618990.187500 Penalty: 2627.316162
	Iteration 63Q: 3 clusters Score -618990.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -618992.875000 Penalty: 2627.316162
	Iteration 64Q: 3 clusters Score -618992.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -618992.687500 Penalty: 2627.316162
	Iteration 65Q: 3 clusters Score -618992.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -618994.500000 Penalty: 2627.316162
	Iteration 66Q: 3 clusters Score -618994.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -618995.375000 Penalty: 2627.316162
	Iteration 67Q: 3 clusters Score -618995.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -618996.187500 Penalty: 2627.316162
	Iteration 68Q: 3 clusters Score -618996.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -618998.750000 Penalty: 2627.316162
	Iteration 69Q: 3 clusters Score -618998.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -619002.937500 Penalty: 2627.316162
	Iteration 70Q: 3 clusters Score -619002.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -619004.875000 Penalty: 2627.316162
	Iteration 71Q: 3 clusters Score -619004.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -619008.250000 Penalty: 2627.316162
	Iteration 72Q: 3 clusters Score -619008.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -619014.062500 Penalty: 2627.316162
	Iteration 73Q: 3 clusters Score -619014.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -619019.437500 Penalty: 2627.316162
	Iteration 74Q: 3 clusters Score -619019.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -619024.875000 Penalty: 2627.316162
	Iteration 75Q: 3 clusters Score -619024.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -619031.875000 Penalty: 2627.316162
	Iteration 76Q: 3 clusters Score -619031.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -619038.250000 Penalty: 2627.316162
	Iteration 77Q: 3 clusters Score -619038.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -619045.062500 Penalty: 2627.316162
	Iteration 78Q: 3 clusters Score -619045.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -619051.500000 Penalty: 2627.316162
	Iteration 79Q: 3 clusters Score -619051.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -619057.875000 Penalty: 2627.316162
	Iteration 80F: 3 clusters Score -619057.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -619065.812500 Penalty: 2627.316162
	Iteration 81Q: 3 clusters Score -619065.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -619075.250000 Penalty: 2627.316162
	Iteration 82Q: 3 clusters Score -619075.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -619083.250000 Penalty: 2627.316162
	Iteration 83Q: 3 clusters Score -619083.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -619091.812500 Penalty: 2627.316162
	Iteration 84Q: 3 clusters Score -619091.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -619101.062500 Penalty: 2627.316162
	Iteration 85Q: 3 clusters Score -619101.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -619113.625000 Penalty: 2627.316162
	Iteration 86Q: 3 clusters Score -619113.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -619129.250000 Penalty: 2627.316162
	Iteration 87Q: 3 clusters Score -619129.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -619147.875000 Penalty: 2627.316162
	Iteration 88Q: 3 clusters Score -619147.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -619166.562500 Penalty: 2627.316162
	Iteration 89Q: 3 clusters Score -619166.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -619181.875000 Penalty: 2627.316162
	Iteration 90Q: 3 clusters Score -619181.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -619194.250000 Penalty: 2627.316162
	Iteration 91Q: 3 clusters Score -619194.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -619207.875000 Penalty: 2627.316162
	Iteration 92Q: 3 clusters Score -619207.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -619226.500000 Penalty: 2627.316162
	Iteration 93Q: 3 clusters Score -619226.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -619243.875000 Penalty: 2627.316162
	Iteration 94Q: 3 clusters Score -619243.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -619261.000000 Penalty: 2627.316162
	Iteration 95Q: 3 clusters Score -619261 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -619278.500000 Penalty: 2627.316162
	Iteration 96Q: 3 clusters Score -619278.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -619291.937500 Penalty: 2627.316162
	Iteration 97Q: 3 clusters Score -619291.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -619305.125000 Penalty: 2627.316162
	Iteration 98Q: 3 clusters Score -619305.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -619314.875000 Penalty: 2627.316162
	Iteration 99Q: 3 clusters Score -619314.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -619319.750000 Penalty: 2627.316162
	Iteration 100F: 3 clusters Score -619319.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -619325.312500 Penalty: 2627.316162
	Iteration 101Q: 3 clusters Score -619325.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -619327.562500 Penalty: 2627.316162
	Iteration 102Q: 3 clusters Score -619327.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -619329.375000 Penalty: 2627.316162
	Iteration 103Q: 3 clusters Score -619329.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -619328.500000 Penalty: 2627.316162
	Iteration 104Q: 3 clusters Score -619328.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -619330.312500 Penalty: 2627.316162
	Iteration 105Q: 3 clusters Score -619330.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -619332.312500 Penalty: 2627.316162
	Iteration 106Q: 3 clusters Score -619332.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -619332.000000 Penalty: 2627.316162
	Iteration 107Q: 3 clusters Score -619332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -619332.937500 Penalty: 2627.316162
	Iteration 108Q: 3 clusters Score -619332.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -619333.000000 Penalty: 2627.316162
	Iteration 109Q: 3 clusters Score -619333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -619333.000000 Penalty: 2627.316162
	Iteration 110F: 3 clusters Score -619333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 102376 members 
Mstep: Class 3 contains 16275 members 
Mstep: Class 4 contains 37257 members 
Mstep: Class 5 contains 66756 members 
Mstep: Class 6 contains 119247 members 
Mstep: Class 7 contains 14331 members 
Mstep: Class 8 contains 39231 members 
Mstep: Class 9 contains 19353 members 
Mstep: Class 10 contains 20264 members 
Mstep: Class 11 contains 50623 members 
Mstep: Class 12 contains 1396 members 
Mstep: Class 13 contains 10152 members 
Mstep: Class 14 contains 1780 members 
Mstep: Class 15 contains 5006 members 
Mstep: Class 16 contains 37886 members 
Mstep: Class 17 contains 5173 members 
Mstep: Class 18 contains 26729 members 
Mstep: Class 19 contains 16405 members 
Mstep: Class 20 contains 44643 members 
Mstep: Class 21 contains 15532 members 
Mstep: Class 22 contains 22315 members 
Mstep: Class 23 contains 12639 members 
Mstep: Class 24 contains 45322 members 
Mstep: Class 25 contains 1852 members 
Mstep: Class 26 contains 3626 members 
Mstep: Class 27 contains 21904 members 
Mstep: Class 28 contains 7523 members 
Mstep: Class 29 contains 9537 members 
Mstep: Class 30 contains 31733 members 
Mstep: Class 31 contains 17375 members 
Mstep: Class 32 contains 3689 members 
Mstep: Class 33 contains 7651 members 
Mstep: Class 34 contains 5855 members 
Mstep: Class 35 contains 14675 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 7130 members 
Mstep: Class 38 contains 14747 members 
Mstep: Class 39 contains 5803 members 
Mstep: Class 40 contains 3199 members 
Entering Unmasked Estep 
Score: -87997960.000000 Penalty: 81601.554688
Splitting cluster 26 changes total score from -87961352.000000 to -87997960.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 27 (21904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Entering Unmasked Estep 
Score: -2304987.250000 Penalty: 1487.170410
	Iteration 0F: 2 clusters Score -2304987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -2290598.000000 Penalty: 2974.340820
	Iteration 0F: 3 clusters Score -2290598 nChanged 9750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -2295873.750000 Penalty: 2974.340820
	Iteration 1F: 3 clusters Score -2295874 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -2296402.500000 Penalty: 2974.340820
	Iteration 2F: 3 clusters Score -2296402 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -2296821.000000 Penalty: 2974.340820
	Iteration 3F: 3 clusters Score -2296821 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -2297230.250000 Penalty: 2974.340820
	Iteration 4Q: 3 clusters Score -2297230 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -2297714.750000 Penalty: 2974.340820
	Iteration 5Q: 3 clusters Score -2297715 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -2298335.250000 Penalty: 2974.340820
	Iteration 6F: 3 clusters Score -2298335 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -2299108.500000 Penalty: 2974.340820
	Iteration 7F: 3 clusters Score -2299108 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -2300035.750000 Penalty: 2974.340820
	Iteration 8F: 3 clusters Score -2300036 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -2301047.250000 Penalty: 2974.340820
	Iteration 9F: 3 clusters Score -2301047 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -2301929.500000 Penalty: 2974.340820
	Iteration 10Q: 3 clusters Score -2301930 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2302629.750000 Penalty: 2974.340820
	Iteration 11Q: 3 clusters Score -2302630 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2303113.000000 Penalty: 2974.340820
	Iteration 12Q: 3 clusters Score -2303113 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2303403.250000 Penalty: 2974.340820
	Iteration 13Q: 3 clusters Score -2303403 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2303535.500000 Penalty: 2974.340820
	Iteration 14Q: 3 clusters Score -2303536 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2303621.750000 Penalty: 2974.340820
	Iteration 15Q: 3 clusters Score -2303622 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2303673.500000 Penalty: 2974.340820
	Iteration 16Q: 3 clusters Score -2303674 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2303719.500000 Penalty: 2974.340820
	Iteration 17Q: 3 clusters Score -2303720 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2303763.750000 Penalty: 2974.340820
	Iteration 18Q: 3 clusters Score -2303764 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2303790.000000 Penalty: 2974.340820
	Iteration 19Q: 3 clusters Score -2303790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2303803.250000 Penalty: 2974.340820
	Iteration 20F: 3 clusters Score -2303803 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2303806.500000 Penalty: 2974.340820
	Iteration 21Q: 3 clusters Score -2303806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2303811.000000 Penalty: 2974.340820
	Iteration 22Q: 3 clusters Score -2303811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21564 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2303817.750000 Penalty: 2974.340820
	Iteration 23Q: 3 clusters Score -2303818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2303825.000000 Penalty: 2974.340820
	Iteration 24Q: 3 clusters Score -2303825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2303829.750000 Penalty: 2974.340820
	Iteration 25Q: 3 clusters Score -2303830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2303830.250000 Penalty: 2974.340820
	Iteration 26Q: 3 clusters Score -2303830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2303835.250000 Penalty: 2974.340820
	Iteration 27Q: 3 clusters Score -2303835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2303838.500000 Penalty: 2974.340820
	Iteration 28Q: 3 clusters Score -2303838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2303840.500000 Penalty: 2974.340820
	Iteration 29Q: 3 clusters Score -2303840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2303840.500000 Penalty: 2974.340820
	Iteration 30F: 3 clusters Score -2303840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Entering Unmasked Estep 
Score: -776329.500000 Penalty: 1328.147217
	Iteration 0F: 2 clusters Score -776329.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -771180.062500 Penalty: 2656.294434
	Iteration 0F: 3 clusters Score -771180.1 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -772858.812500 Penalty: 2656.294434
	Iteration 1F: 3 clusters Score -772858.8 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -773101.000000 Penalty: 2656.294434
	Iteration 2F: 3 clusters Score -773101 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -773243.312500 Penalty: 2656.294434
	Iteration 3Q: 3 clusters Score -773243.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -773337.250000 Penalty: 2656.294434
	Iteration 4Q: 3 clusters Score -773337.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -773410.687500 Penalty: 2656.294434
	Iteration 5Q: 3 clusters Score -773410.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -773486.750000 Penalty: 2656.294434
	Iteration 6Q: 3 clusters Score -773486.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -773556.937500 Penalty: 2656.294434
	Iteration 7Q: 3 clusters Score -773556.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -773629.625000 Penalty: 2656.294434
	Iteration 8Q: 3 clusters Score -773629.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -773680.562500 Penalty: 2656.294434
	Iteration 9Q: 3 clusters Score -773680.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -773722.812500 Penalty: 2656.294434
	Iteration 10Q: 3 clusters Score -773722.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -773768.000000 Penalty: 2656.294434
	Iteration 11Q: 3 clusters Score -773768 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -773809.562500 Penalty: 2656.294434
	Iteration 12Q: 3 clusters Score -773809.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -773850.375000 Penalty: 2656.294434
	Iteration 13Q: 3 clusters Score -773850.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -773904.437500 Penalty: 2656.294434
	Iteration 14Q: 3 clusters Score -773904.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -773945.750000 Penalty: 2656.294434
	Iteration 15Q: 3 clusters Score -773945.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -773971.500000 Penalty: 2656.294434
	Iteration 16Q: 3 clusters Score -773971.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -774005.062500 Penalty: 2656.294434
	Iteration 17Q: 3 clusters Score -774005.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -774031.187500 Penalty: 2656.294434
	Iteration 18Q: 3 clusters Score -774031.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -774051.500000 Penalty: 2656.294434
	Iteration 19Q: 3 clusters Score -774051.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -774070.062500 Penalty: 2656.294434
	Iteration 20F: 3 clusters Score -774070.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -774090.437500 Penalty: 2656.294434
	Iteration 21Q: 3 clusters Score -774090.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -774118.312500 Penalty: 2656.294434
	Iteration 22Q: 3 clusters Score -774118.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -774143.375000 Penalty: 2656.294434
	Iteration 23Q: 3 clusters Score -774143.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -774184.687500 Penalty: 2656.294434
	Iteration 24Q: 3 clusters Score -774184.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -774226.937500 Penalty: 2656.294434
	Iteration 25Q: 3 clusters Score -774226.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -774276.437500 Penalty: 2656.294434
	Iteration 26Q: 3 clusters Score -774276.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -774352.687500 Penalty: 2656.294434
	Iteration 27Q: 3 clusters Score -774352.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -774474.562500 Penalty: 2656.294434
	Iteration 28Q: 3 clusters Score -774474.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -774658.125000 Penalty: 2656.294434
	Iteration 29Q: 3 clusters Score -774658.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -775025.750000 Penalty: 2656.294434
	Iteration 30Q: 3 clusters Score -775025.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -775887.937500 Penalty: 2656.294434
	Iteration 31Q: 3 clusters Score -775887.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -776648.562500 Penalty: 2656.294434
	Iteration 32Q: 3 clusters Score -776648.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -777033.250000 Penalty: 2656.294434
	Iteration 33Q: 3 clusters Score -777033.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -777411.500000 Penalty: 2656.294434
	Iteration 34Q: 3 clusters Score -777411.5 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -777841.250000 Penalty: 2656.294434
	Iteration 35F: 3 clusters Score -777841.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -778277.125000 Penalty: 2656.294434
	Iteration 36Q: 3 clusters Score -778277.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -778689.062500 Penalty: 2656.294434
	Iteration 37Q: 3 clusters Score -778689.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -779126.562500 Penalty: 2656.294434
	Iteration 38Q: 3 clusters Score -779126.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -779538.937500 Penalty: 2656.294434
	Iteration 39Q: 3 clusters Score -779538.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -779896.187500 Penalty: 2656.294434
	Iteration 40F: 3 clusters Score -779896.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -780148.875000 Penalty: 2656.294434
	Iteration 41Q: 3 clusters Score -780148.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -780294.562500 Penalty: 2656.294434
	Iteration 42Q: 3 clusters Score -780294.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -780403.687500 Penalty: 2656.294434
	Iteration 43Q: 3 clusters Score -780403.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -780477.125000 Penalty: 2656.294434
	Iteration 44Q: 3 clusters Score -780477.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -780488.375000 Penalty: 2656.294434
	Iteration 45Q: 3 clusters Score -780488.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -780492.437500 Penalty: 2656.294434
	Iteration 46Q: 3 clusters Score -780492.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -780492.875000 Penalty: 2656.294434
	Iteration 47Q: 3 clusters Score -780492.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -780506.500000 Penalty: 2656.294434
	Iteration 48F: 3 clusters Score -780506.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -780516.875000 Penalty: 2656.294434
	Iteration 49Q: 3 clusters Score -780516.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -780520.562500 Penalty: 2656.294434
	Iteration 50Q: 3 clusters Score -780520.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -780535.250000 Penalty: 2656.294434
	Iteration 51Q: 3 clusters Score -780535.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -780533.437500 Penalty: 2656.294434
	Iteration 52Q: 3 clusters Score -780533.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -780533.437500 Penalty: 2656.294434
	Iteration 53F: 3 clusters Score -780533.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 102376 members 
Mstep: Class 3 contains 16275 members 
Mstep: Class 4 contains 37257 members 
Mstep: Class 5 contains 66756 members 
Mstep: Class 6 contains 119247 members 
Mstep: Class 7 contains 14331 members 
Mstep: Class 8 contains 39231 members 
Mstep: Class 9 contains 19353 members 
Mstep: Class 10 contains 20264 members 
Mstep: Class 11 contains 50623 members 
Mstep: Class 12 contains 1396 members 
Mstep: Class 13 contains 10152 members 
Mstep: Class 14 contains 1780 members 
Mstep: Class 15 contains 5006 members 
Mstep: Class 16 contains 37886 members 
Mstep: Class 17 contains 5173 members 
Mstep: Class 18 contains 26729 members 
Mstep: Class 19 contains 16405 members 
Mstep: Class 20 contains 44643 members 
Mstep: Class 21 contains 15532 members 
Mstep: Class 22 contains 22315 members 
Mstep: Class 23 contains 12639 members 
Mstep: Class 24 contains 45322 members 
Mstep: Class 25 contains 1852 members 
Mstep: Class 26 contains 3626 members 
Mstep: Class 27 contains 21904 members 
Mstep: Class 28 contains 2591 members 
Mstep: Class 29 contains 9537 members 
Mstep: Class 30 contains 31733 members 
Mstep: Class 31 contains 17375 members 
Mstep: Class 32 contains 3689 members 
Mstep: Class 33 contains 7651 members 
Mstep: Class 34 contains 5855 members 
Mstep: Class 35 contains 14675 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 7130 members 
Mstep: Class 38 contains 14747 members 
Mstep: Class 39 contains 5803 members 
Mstep: Class 40 contains 3199 members 
Mstep: Class 41 contains 4932 members 
Entering Unmasked Estep 
Score: -88001720.000000 Penalty: 83641.593750
Splitting cluster 28 changes total score from -87961352.000000 to -88001720.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 29 (9537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Entering Unmasked Estep 
Score: -917244.062500 Penalty: 1363.444702
	Iteration 0F: 2 clusters Score -917244.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -910734.187500 Penalty: 2726.889404
	Iteration 0F: 3 clusters Score -910734.2 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -912865.312500 Penalty: 2726.889404
	Iteration 1F: 3 clusters Score -912865.3 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -913228.125000 Penalty: 2726.889404
	Iteration 2F: 3 clusters Score -913228.1 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -913554.500000 Penalty: 2726.889404
	Iteration 3F: 3 clusters Score -913554.5 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -913873.437500 Penalty: 2726.889404
	Iteration 4F: 3 clusters Score -913873.4 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -914174.625000 Penalty: 2726.889404
	Iteration 5F: 3 clusters Score -914174.6 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -914463.312500 Penalty: 2726.889404
	Iteration 6Q: 3 clusters Score -914463.3 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -914798.312500 Penalty: 2726.889404
	Iteration 7Q: 3 clusters Score -914798.3 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -915148.125000 Penalty: 2726.889404
	Iteration 8Q: 3 clusters Score -915148.1 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -915519.625000 Penalty: 2726.889404
	Iteration 9Q: 3 clusters Score -915519.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -915815.875000 Penalty: 2726.889404
	Iteration 10Q: 3 clusters Score -915815.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -916018.875000 Penalty: 2726.889404
	Iteration 11Q: 3 clusters Score -916018.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -916147.750000 Penalty: 2726.889404
	Iteration 12Q: 3 clusters Score -916147.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -916237.375000 Penalty: 2726.889404
	Iteration 13Q: 3 clusters Score -916237.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -916298.875000 Penalty: 2726.889404
	Iteration 14Q: 3 clusters Score -916298.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -916332.937500 Penalty: 2726.889404
	Iteration 15Q: 3 clusters Score -916332.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -916368.312500 Penalty: 2726.889404
	Iteration 16Q: 3 clusters Score -916368.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -916400.250000 Penalty: 2726.889404
	Iteration 17Q: 3 clusters Score -916400.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -916420.250000 Penalty: 2726.889404
	Iteration 18Q: 3 clusters Score -916420.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -916432.062500 Penalty: 2726.889404
	Iteration 19Q: 3 clusters Score -916432.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -916442.187500 Penalty: 2726.889404
	Iteration 20F: 3 clusters Score -916442.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -916451.687500 Penalty: 2726.889404
	Iteration 21Q: 3 clusters Score -916451.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -916460.937500 Penalty: 2726.889404
	Iteration 22Q: 3 clusters Score -916460.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -916468.500000 Penalty: 2726.889404
	Iteration 23Q: 3 clusters Score -916468.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -916470.000000 Penalty: 2726.889404
	Iteration 24Q: 3 clusters Score -916470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -916476.312500 Penalty: 2726.889404
	Iteration 25Q: 3 clusters Score -916476.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -916482.875000 Penalty: 2726.889404
	Iteration 26Q: 3 clusters Score -916482.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -916487.687500 Penalty: 2726.889404
	Iteration 27Q: 3 clusters Score -916487.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -916492.062500 Penalty: 2726.889404
	Iteration 28Q: 3 clusters Score -916492.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -916495.875000 Penalty: 2726.889404
	Iteration 29Q: 3 clusters Score -916495.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -916497.312500 Penalty: 2726.889404
	Iteration 30Q: 3 clusters Score -916497.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -916498.250000 Penalty: 2726.889404
	Iteration 31Q: 3 clusters Score -916498.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -916504.000000 Penalty: 2726.889404
	Iteration 32Q: 3 clusters Score -916504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -916508.062500 Penalty: 2726.889404
	Iteration 33Q: 3 clusters Score -916508.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -916515.250000 Penalty: 2726.889404
	Iteration 34Q: 3 clusters Score -916515.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -916516.812500 Penalty: 2726.889404
	Iteration 35Q: 3 clusters Score -916516.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -916521.687500 Penalty: 2726.889404
	Iteration 36Q: 3 clusters Score -916521.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -916521.875000 Penalty: 2726.889404
	Iteration 37Q: 3 clusters Score -916521.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -916524.750000 Penalty: 2726.889404
	Iteration 38Q: 3 clusters Score -916524.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -916526.937500 Penalty: 2726.889404
	Iteration 39Q: 3 clusters Score -916526.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -916529.375000 Penalty: 2726.889404
	Iteration 40F: 3 clusters Score -916529.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -916530.750000 Penalty: 2726.889404
	Iteration 41Q: 3 clusters Score -916530.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -916530.750000 Penalty: 2726.889404
	Iteration 42F: 3 clusters Score -916530.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (31733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31733 members 
Entering Unmasked Estep 
Score: -3267425.250000 Penalty: 1542.328735
	Iteration 0F: 2 clusters Score -3267425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -3247057.000000 Penalty: 3084.657471
	Iteration 0F: 3 clusters Score -3247057 nChanged 14290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -3254700.500000 Penalty: 3084.657471
	Iteration 1F: 3 clusters Score -3254700 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -3255189.750000 Penalty: 3084.657471
	Iteration 2Q: 3 clusters Score -3255190 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -3255713.750000 Penalty: 3084.657471
	Iteration 3Q: 3 clusters Score -3255714 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -3256389.000000 Penalty: 3084.657471
	Iteration 4Q: 3 clusters Score -3256389 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -3257709.500000 Penalty: 3084.657471
	Iteration 5F: 3 clusters Score -3257710 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -3261068.500000 Penalty: 3084.657471
	Iteration 6F: 3 clusters Score -3261068 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -3268068.500000 Penalty: 3084.657471
	Iteration 7F: 3 clusters Score -3268068 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -3273364.500000 Penalty: 3084.657471
	Iteration 8F: 3 clusters Score -3273364 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -3278100.500000 Penalty: 3084.657471
	Iteration 9F: 3 clusters Score -3278100 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -3280667.000000 Penalty: 3084.657471
	Iteration 10F: 3 clusters Score -3280667 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -3281669.250000 Penalty: 3084.657471
	Iteration 11Q: 3 clusters Score -3281669 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24501 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -3282044.000000 Penalty: 3084.657471
	Iteration 12Q: 3 clusters Score -3282044 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -3282250.500000 Penalty: 3084.657471
	Iteration 13Q: 3 clusters Score -3282250 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -3282435.250000 Penalty: 3084.657471
	Iteration 14Q: 3 clusters Score -3282435 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24976 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -3282638.500000 Penalty: 3084.657471
	Iteration 15Q: 3 clusters Score -3282638 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25115 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -3283039.750000 Penalty: 3084.657471
	Iteration 16Q: 3 clusters Score -3283040 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25271 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -3283836.750000 Penalty: 3084.657471
	Iteration 17Q: 3 clusters Score -3283837 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -3284916.000000 Penalty: 3084.657471
	Iteration 18Q: 3 clusters Score -3284916 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25485 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -3286658.750000 Penalty: 3084.657471
	Iteration 19Q: 3 clusters Score -3286659 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -3288577.000000 Penalty: 3084.657471
	Iteration 20F: 3 clusters Score -3288577 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -3288841.750000 Penalty: 3084.657471
	Iteration 21Q: 3 clusters Score -3288842 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -3288851.750000 Penalty: 3084.657471
	Iteration 22Q: 3 clusters Score -3288852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25685 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -3288854.500000 Penalty: 3084.657471
	Iteration 23Q: 3 clusters Score -3288854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25686 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -3288854.500000 Penalty: 3084.657471
	Iteration 24Q: 3 clusters Score -3288854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25687 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -3288855.000000 Penalty: 3084.657471
	Iteration 25Q: 3 clusters Score -3288855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25687 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -3288855.000000 Penalty: 3084.657471
	Iteration 26F: 3 clusters Score -3288855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 102376 members 
Mstep: Class 3 contains 16275 members 
Mstep: Class 4 contains 37257 members 
Mstep: Class 5 contains 66756 members 
Mstep: Class 6 contains 119247 members 
Mstep: Class 7 contains 14331 members 
Mstep: Class 8 contains 39231 members 
Mstep: Class 9 contains 19353 members 
Mstep: Class 10 contains 20264 members 
Mstep: Class 11 contains 50623 members 
Mstep: Class 12 contains 1396 members 
Mstep: Class 13 contains 10152 members 
Mstep: Class 14 contains 1780 members 
Mstep: Class 15 contains 5006 members 
Mstep: Class 16 contains 37886 members 
Mstep: Class 17 contains 5173 members 
Mstep: Class 18 contains 26729 members 
Mstep: Class 19 contains 16405 members 
Mstep: Class 20 contains 44643 members 
Mstep: Class 21 contains 15532 members 
Mstep: Class 22 contains 22315 members 
Mstep: Class 23 contains 12639 members 
Mstep: Class 24 contains 45322 members 
Mstep: Class 25 contains 1852 members 
Mstep: Class 26 contains 3626 members 
Mstep: Class 27 contains 21904 members 
Mstep: Class 28 contains 2591 members 
Mstep: Class 29 contains 9537 members 
Mstep: Class 30 contains 25687 members 
Mstep: Class 31 contains 17375 members 
Mstep: Class 32 contains 3689 members 
Mstep: Class 33 contains 7651 members 
Mstep: Class 34 contains 5855 members 
Mstep: Class 35 contains 14675 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 7130 members 
Mstep: Class 38 contains 14747 members 
Mstep: Class 39 contains 5803 members 
Mstep: Class 40 contains 3199 members 
Mstep: Class 41 contains 4932 members 
Mstep: Class 42 contains 6046 members 
Entering Unmasked Estep 
Score: -88022736.000000 Penalty: 85681.632812
Splitting cluster 30 changes total score from -87961352.000000 to -88022736.000000
So it's getting split into cluster 42.
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 102376 members 
Mstep: Class 3 contains 16275 members 
Mstep: Class 4 contains 37257 members 
Mstep: Class 5 contains 66756 members 
Mstep: Class 6 contains 119247 members 
Mstep: Class 7 contains 14331 members 
Mstep: Class 8 contains 39231 members 
Mstep: Class 9 contains 19353 members 
Mstep: Class 10 contains 20264 members 
Mstep: Class 11 contains 50623 members 
Mstep: Class 12 contains 1396 members 
Mstep: Class 13 contains 10152 members 
Mstep: Class 14 contains 1780 members 
Mstep: Class 15 contains 5006 members 
Mstep: Class 16 contains 37886 members 
Mstep: Class 17 contains 5173 members 
Mstep: Class 18 contains 26729 members 
Mstep: Class 19 contains 16405 members 
Mstep: Class 20 contains 44643 members 
Mstep: Class 21 contains 15532 members 
Mstep: Class 22 contains 22315 members 
Mstep: Class 23 contains 12639 members 
Mstep: Class 24 contains 45322 members 
Mstep: Class 25 contains 1852 members 
Mstep: Class 26 contains 3626 members 
Mstep: Class 27 contains 21904 members 
Mstep: Class 28 contains 2591 members 
Mstep: Class 29 contains 9537 members 
Mstep: Class 30 contains 25687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88033432.000000 Penalty: 85681.632812
Iteration 79Q: 43 clusters Score -8.803343e+07 nChanged 17365
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 102918 members 
Mstep: Class 3 contains 16795 members 
Mstep: Class 4 contains 37178 members 
Mstep: Class 5 contains 66685 members 
Mstep: Class 6 contains 119338 members 
Mstep: Class 7 contains 13591 members 
Mstep: Class 8 contains 37697 members 
Mstep: Class 9 contains 19647 members 
Mstep: Class 10 contains 20325 members 
Mstep: Class 11 contains 50604 members 
Mstep: Class 12 contains 1688 members 
Mstep: Class 13 contains 10151 members 
Mstep: Class 14 contains 1926 members 
Mstep: Class 15 contains 5092 members 
Mstep: Class 16 contains 38304 members 
Mstep: Class 17 contains 5540 members 
Mstep: Class 18 contains 27187 members 
Mstep: Class 19 contains 16466 members 
Mstep: Class 20 contains 44085 members 
Mstep: Class 21 contains 15754 members 
Mstep: Class 22 contains 22120 members 
Mstep: Class 23 contains 12737 members 
Mstep: Class 24 contains 44967 members 
Mstep: Class 25 contains 2228 members 
Mstep: Class 26 contains 3609 members 
Mstep: Class 27 contains 21972 members 
Mstep: Class 28 contains 2669 members 
Mstep: Class 29 contains 9719 members 
Mstep: Class 30 contains 27289 members 
Mstep: Class 31 contains 17146 members 
Mstep: Class 32 contains 3612 members 
Mstep: Class 33 contains 7168 members 
Mstep: Class 34 contains 5913 members 
Mstep: Class 35 contains 14311 members 
Mstep: Class 36 contains 1113 members 
Mstep: Class 37 contains 6862 members 
Mstep: Class 38 contains 14580 members 
Mstep: Class 39 contains 5428 members 
Mstep: Class 40 contains 2971 members 
Mstep: Class 41 contains 4843 members 
Mstep: Class 42 contains 5991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88042928.000000 Penalty: 85681.632812
Iteration 80F: 43 clusters Score -8.804293e+07 nChanged 13770
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 103246 members 
Mstep: Class 3 contains 17059 members 
Mstep: Class 4 contains 37066 members 
Mstep: Class 5 contains 66596 members 
Mstep: Class 6 contains 118860 members 
Mstep: Class 7 contains 12848 members 
Mstep: Class 8 contains 36128 members 
Mstep: Class 9 contains 19637 members 
Mstep: Class 10 contains 20134 members 
Mstep: Class 11 contains 50466 members 
Mstep: Class 12 contains 1860 members 
Mstep: Class 13 contains 10128 members 
Mstep: Class 14 contains 1840 members 
Mstep: Class 15 contains 5124 members 
Mstep: Class 16 contains 38412 members 
Mstep: Class 17 contains 5788 members 
Mstep: Class 18 contains 26652 members 
Mstep: Class 19 contains 16399 members 
Mstep: Class 20 contains 43518 members 
Mstep: Class 21 contains 14898 members 
Mstep: Class 22 contains 21953 members 
Mstep: Class 23 contains 12684 members 
Mstep: Class 24 contains 44411 members 
Mstep: Class 25 contains 2527 members 
Mstep: Class 26 contains 3581 members 
Mstep: Class 27 contains 22027 members 
Mstep: Class 28 contains 2700 members 
Mstep: Class 29 contains 9623 members 
Mstep: Class 30 contains 28802 members 
Mstep: Class 31 contains 17422 members 
Mstep: Class 32 contains 3794 members 
Mstep: Class 33 contains 7966 members 
Mstep: Class 34 contains 6172 members 
Mstep: Class 35 contains 15162 members 
Mstep: Class 36 contains 1107 members 
Mstep: Class 37 contains 7040 members 
Mstep: Class 38 contains 14994 members 
Mstep: Class 39 contains 5537 members 
Mstep: Class 40 contains 2943 members 
Mstep: Class 41 contains 4940 members 
Mstep: Class 42 contains 6244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88049120.000000 Penalty: 85681.632812
Iteration 81Q: 43 clusters Score -8.804912e+07 nChanged 9792
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 103554 members 
Mstep: Class 3 contains 17317 members 
Mstep: Class 4 contains 37106 members 
Mstep: Class 5 contains 66541 members 
Mstep: Class 6 contains 118487 members 
Mstep: Class 7 contains 12241 members 
Mstep: Class 8 contains 34612 members 
Mstep: Class 9 contains 19697 members 
Mstep: Class 10 contains 20023 members 
Mstep: Class 11 contains 50374 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 10085 members 
Mstep: Class 14 contains 1815 members 
Mstep: Class 15 contains 5124 members 
Mstep: Class 16 contains 38563 members 
Mstep: Class 17 contains 5960 members 
Mstep: Class 18 contains 26277 members 
Mstep: Class 19 contains 16379 members 
Mstep: Class 20 contains 43004 members 
Mstep: Class 21 contains 14440 members 
Mstep: Class 22 contains 21781 members 
Mstep: Class 23 contains 12659 members 
Mstep: Class 24 contains 43888 members 
Mstep: Class 25 contains 2775 members 
Mstep: Class 26 contains 3564 members 
Mstep: Class 27 contains 22096 members 
Mstep: Class 28 contains 2718 members 
Mstep: Class 29 contains 9602 members 
Mstep: Class 30 contains 30209 members 
Mstep: Class 31 contains 17567 members 
Mstep: Class 32 contains 3925 members 
Mstep: Class 33 contains 8492 members 
Mstep: Class 34 contains 6384 members 
Mstep: Class 35 contains 15840 members 
Mstep: Class 36 contains 1073 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 15198 members 
Mstep: Class 39 contains 5571 members 
Mstep: Class 40 contains 2914 members 
Mstep: Class 41 contains 4988 members 
Mstep: Class 42 contains 6334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88052464.000000 Penalty: 85681.632812
Iteration 82Q: 43 clusters Score -8.805246e+07 nChanged 8299
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 103911 members 
Mstep: Class 3 contains 17576 members 
Mstep: Class 4 contains 37182 members 
Mstep: Class 5 contains 66487 members 
Mstep: Class 6 contains 118126 members 
Mstep: Class 7 contains 11712 members 
Mstep: Class 8 contains 33236 members 
Mstep: Class 9 contains 19727 members 
Mstep: Class 10 contains 19932 members 
Mstep: Class 11 contains 50294 members 
Mstep: Class 12 contains 2152 members 
Mstep: Class 13 contains 10048 members 
Mstep: Class 14 contains 1803 members 
Mstep: Class 15 contains 5128 members 
Mstep: Class 16 contains 38731 members 
Mstep: Class 17 contains 6096 members 
Mstep: Class 18 contains 25984 members 
Mstep: Class 19 contains 16372 members 
Mstep: Class 20 contains 42489 members 
Mstep: Class 21 contains 14179 members 
Mstep: Class 22 contains 21628 members 
Mstep: Class 23 contains 12661 members 
Mstep: Class 24 contains 43339 members 
Mstep: Class 25 contains 2994 members 
Mstep: Class 26 contains 3557 members 
Mstep: Class 27 contains 22141 members 
Mstep: Class 28 contains 2731 members 
Mstep: Class 29 contains 9622 members 
Mstep: Class 30 contains 31466 members 
Mstep: Class 31 contains 17657 members 
Mstep: Class 32 contains 4029 members 
Mstep: Class 33 contains 8948 members 
Mstep: Class 34 contains 6575 members 
Mstep: Class 35 contains 16390 members 
Mstep: Class 36 contains 1051 members 
Mstep: Class 37 contains 7173 members 
Mstep: Class 38 contains 15319 members 
Mstep: Class 39 contains 5588 members 
Mstep: Class 40 contains 2891 members 
Mstep: Class 41 contains 5010 members 
Mstep: Class 42 contains 6382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88055008.000000 Penalty: 85681.632812
Iteration 83Q: 43 clusters Score -8.805501e+07 nChanged 7405
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 104225 members 
Mstep: Class 3 contains 17891 members 
Mstep: Class 4 contains 37241 members 
Mstep: Class 5 contains 66427 members 
Mstep: Class 6 contains 117824 members 
Mstep: Class 7 contains 11238 members 
Mstep: Class 8 contains 31923 members 
Mstep: Class 9 contains 19761 members 
Mstep: Class 10 contains 19842 members 
Mstep: Class 11 contains 50213 members 
Mstep: Class 12 contains 2288 members 
Mstep: Class 13 contains 10017 members 
Mstep: Class 14 contains 1781 members 
Mstep: Class 15 contains 5129 members 
Mstep: Class 16 contains 38913 members 
Mstep: Class 17 contains 6233 members 
Mstep: Class 18 contains 25726 members 
Mstep: Class 19 contains 16369 members 
Mstep: Class 20 contains 42046 members 
Mstep: Class 21 contains 14021 members 
Mstep: Class 22 contains 21497 members 
Mstep: Class 23 contains 12666 members 
Mstep: Class 24 contains 42772 members 
Mstep: Class 25 contains 3182 members 
Mstep: Class 26 contains 3553 members 
Mstep: Class 27 contains 22183 members 
Mstep: Class 28 contains 2740 members 
Mstep: Class 29 contains 9651 members 
Mstep: Class 30 contains 32628 members 
Mstep: Class 31 contains 17719 members 
Mstep: Class 32 contains 4129 members 
Mstep: Class 33 contains 9387 members 
Mstep: Class 34 contains 6727 members 
Mstep: Class 35 contains 16882 members 
Mstep: Class 36 contains 1033 members 
Mstep: Class 37 contains 7175 members 
Mstep: Class 38 contains 15392 members 
Mstep: Class 39 contains 5593 members 
Mstep: Class 40 contains 2871 members 
Mstep: Class 41 contains 5020 members 
Mstep: Class 42 contains 6413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88056488.000000 Penalty: 85681.632812
Iteration 84Q: 43 clusters Score -8.805649e+07 nChanged 6693
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 104537 members 
Mstep: Class 3 contains 18201 members 
Mstep: Class 4 contains 37326 members 
Mstep: Class 5 contains 66377 members 
Mstep: Class 6 contains 117509 members 
Mstep: Class 7 contains 10837 members 
Mstep: Class 8 contains 30699 members 
Mstep: Class 9 contains 19811 members 
Mstep: Class 10 contains 19776 members 
Mstep: Class 11 contains 50153 members 
Mstep: Class 12 contains 2395 members 
Mstep: Class 13 contains 9982 members 
Mstep: Class 14 contains 1767 members 
Mstep: Class 15 contains 5127 members 
Mstep: Class 16 contains 39106 members 
Mstep: Class 17 contains 6360 members 
Mstep: Class 18 contains 25514 members 
Mstep: Class 19 contains 16364 members 
Mstep: Class 20 contains 41682 members 
Mstep: Class 21 contains 13940 members 
Mstep: Class 22 contains 21398 members 
Mstep: Class 23 contains 12673 members 
Mstep: Class 24 contains 42186 members 
Mstep: Class 25 contains 3328 members 
Mstep: Class 26 contains 3551 members 
Mstep: Class 27 contains 22217 members 
Mstep: Class 28 contains 2742 members 
Mstep: Class 29 contains 9683 members 
Mstep: Class 30 contains 33585 members 
Mstep: Class 31 contains 17770 members 
Mstep: Class 32 contains 4231 members 
Mstep: Class 33 contains 9776 members 
Mstep: Class 34 contains 6892 members 
Mstep: Class 35 contains 17315 members 
Mstep: Class 36 contains 1018 members 
Mstep: Class 37 contains 7170 members 
Mstep: Class 38 contains 15427 members 
Mstep: Class 39 contains 5589 members 
Mstep: Class 40 contains 2855 members 
Mstep: Class 41 contains 5027 members 
Mstep: Class 42 contains 6429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88057520.000000 Penalty: 85681.632812
Iteration 85Q: 43 clusters Score -8.805752e+07 nChanged 6109
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 104828 members 
Mstep: Class 3 contains 18565 members 
Mstep: Class 4 contains 37378 members 
Mstep: Class 5 contains 66328 members 
Mstep: Class 6 contains 117255 members 
Mstep: Class 7 contains 10483 members 
Mstep: Class 8 contains 29622 members 
Mstep: Class 9 contains 19836 members 
Mstep: Class 10 contains 19696 members 
Mstep: Class 11 contains 50097 members 
Mstep: Class 12 contains 2494 members 
Mstep: Class 13 contains 9969 members 
Mstep: Class 14 contains 1741 members 
Mstep: Class 15 contains 5130 members 
Mstep: Class 16 contains 39298 members 
Mstep: Class 17 contains 6496 members 
Mstep: Class 18 contains 25293 members 
Mstep: Class 19 contains 16360 members 
Mstep: Class 20 contains 41346 members 
Mstep: Class 21 contains 13896 members 
Mstep: Class 22 contains 21324 members 
Mstep: Class 23 contains 12674 members 
Mstep: Class 24 contains 41579 members 
Mstep: Class 25 contains 3460 members 
Mstep: Class 26 contains 3547 members 
Mstep: Class 27 contains 22271 members 
Mstep: Class 28 contains 2746 members 
Mstep: Class 29 contains 9714 members 
Mstep: Class 30 contains 34416 members 
Mstep: Class 31 contains 17796 members 
Mstep: Class 32 contains 4334 members 
Mstep: Class 33 contains 10126 members 
Mstep: Class 34 contains 7057 members 
Mstep: Class 35 contains 17659 members 
Mstep: Class 36 contains 1011 members 
Mstep: Class 37 contains 7166 members 
Mstep: Class 38 contains 15450 members 
Mstep: Class 39 contains 5568 members 
Mstep: Class 40 contains 2847 members 
Mstep: Class 41 contains 5028 members 
Mstep: Class 42 contains 6441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88059000.000000 Penalty: 85681.632812
Iteration 86Q: 43 clusters Score -8.8059e+07 nChanged 5762
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 105093 members 
Mstep: Class 3 contains 18966 members 
Mstep: Class 4 contains 37424 members 
Mstep: Class 5 contains 66275 members 
Mstep: Class 6 contains 117003 members 
Mstep: Class 7 contains 10152 members 
Mstep: Class 8 contains 28599 members 
Mstep: Class 9 contains 19887 members 
Mstep: Class 10 contains 19660 members 
Mstep: Class 11 contains 50055 members 
Mstep: Class 12 contains 2580 members 
Mstep: Class 13 contains 9948 members 
Mstep: Class 14 contains 1729 members 
Mstep: Class 15 contains 5128 members 
Mstep: Class 16 contains 39482 members 
Mstep: Class 17 contains 6638 members 
Mstep: Class 18 contains 25040 members 
Mstep: Class 19 contains 16361 members 
Mstep: Class 20 contains 41056 members 
Mstep: Class 21 contains 13899 members 
Mstep: Class 22 contains 21245 members 
Mstep: Class 23 contains 12693 members 
Mstep: Class 24 contains 40904 members 
Mstep: Class 25 contains 3570 members 
Mstep: Class 26 contains 3546 members 
Mstep: Class 27 contains 22325 members 
Mstep: Class 28 contains 2751 members 
Mstep: Class 29 contains 9775 members 
Mstep: Class 30 contains 35096 members 
Mstep: Class 31 contains 17808 members 
Mstep: Class 32 contains 4459 members 
Mstep: Class 33 contains 10472 members 
Mstep: Class 34 contains 7206 members 
Mstep: Class 35 contains 17989 members 
Mstep: Class 36 contains 1005 members 
Mstep: Class 37 contains 7166 members 
Mstep: Class 38 contains 15460 members 
Mstep: Class 39 contains 5557 members 
Mstep: Class 40 contains 2845 members 
Mstep: Class 41 contains 5029 members 
Mstep: Class 42 contains 6452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88059432.000000 Penalty: 85681.632812
Iteration 87Q: 43 clusters Score -8.805943e+07 nChanged 5456
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 105327 members 
Mstep: Class 3 contains 19444 members 
Mstep: Class 4 contains 37435 members 
Mstep: Class 5 contains 66287 members 
Mstep: Class 6 contains 116790 members 
Mstep: Class 7 contains 9852 members 
Mstep: Class 8 contains 27713 members 
Mstep: Class 9 contains 19927 members 
Mstep: Class 10 contains 19616 members 
Mstep: Class 11 contains 50013 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 9924 members 
Mstep: Class 14 contains 1732 members 
Mstep: Class 15 contains 5128 members 
Mstep: Class 16 contains 39672 members 
Mstep: Class 17 contains 6785 members 
Mstep: Class 18 contains 24785 members 
Mstep: Class 19 contains 16361 members 
Mstep: Class 20 contains 40795 members 
Mstep: Class 21 contains 13909 members 
Mstep: Class 22 contains 21164 members 
Mstep: Class 23 contains 12699 members 
Mstep: Class 24 contains 40122 members 
Mstep: Class 25 contains 3650 members 
Mstep: Class 26 contains 3548 members 
Mstep: Class 27 contains 22374 members 
Mstep: Class 28 contains 2754 members 
Mstep: Class 29 contains 9850 members 
Mstep: Class 30 contains 35680 members 
Mstep: Class 31 contains 17812 members 
Mstep: Class 32 contains 4603 members 
Mstep: Class 33 contains 10807 members 
Mstep: Class 34 contains 7345 members 
Mstep: Class 35 contains 18286 members 
Mstep: Class 36 contains 998 members 
Mstep: Class 37 contains 7147 members 
Mstep: Class 38 contains 15465 members 
Mstep: Class 39 contains 5546 members 
Mstep: Class 40 contains 2843 members 
Mstep: Class 41 contains 5031 members 
Mstep: Class 42 contains 6461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88060384.000000 Penalty: 85681.632812
Iteration 88Q: 43 clusters Score -8.806038e+07 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 105513 members 
Mstep: Class 3 contains 20039 members 
Mstep: Class 4 contains 37454 members 
Mstep: Class 5 contains 66264 members 
Mstep: Class 6 contains 116613 members 
Mstep: Class 7 contains 9592 members 
Mstep: Class 8 contains 26940 members 
Mstep: Class 9 contains 19963 members 
Mstep: Class 10 contains 19586 members 
Mstep: Class 11 contains 49992 members 
Mstep: Class 12 contains 2703 members 
Mstep: Class 13 contains 9902 members 
Mstep: Class 14 contains 1740 members 
Mstep: Class 15 contains 5124 members 
Mstep: Class 16 contains 39836 members 
Mstep: Class 17 contains 6938 members 
Mstep: Class 18 contains 24545 members 
Mstep: Class 19 contains 16362 members 
Mstep: Class 20 contains 40566 members 
Mstep: Class 21 contains 13939 members 
Mstep: Class 22 contains 21101 members 
Mstep: Class 23 contains 12700 members 
Mstep: Class 24 contains 39241 members 
Mstep: Class 25 contains 3696 members 
Mstep: Class 26 contains 3557 members 
Mstep: Class 27 contains 22419 members 
Mstep: Class 28 contains 2757 members 
Mstep: Class 29 contains 9931 members 
Mstep: Class 30 contains 36152 members 
Mstep: Class 31 contains 17820 members 
Mstep: Class 32 contains 4729 members 
Mstep: Class 33 contains 11106 members 
Mstep: Class 34 contains 7475 members 
Mstep: Class 35 contains 18549 members 
Mstep: Class 36 contains 991 members 
Mstep: Class 37 contains 7160 members 
Mstep: Class 38 contains 15469 members 
Mstep: Class 39 contains 5538 members 
Mstep: Class 40 contains 2829 members 
Mstep: Class 41 contains 5032 members 
Mstep: Class 42 contains 6468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88061704.000000 Penalty: 85681.632812
Iteration 89Q: 43 clusters Score -8.80617e+07 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 105720 members 
Mstep: Class 3 contains 20726 members 
Mstep: Class 4 contains 37468 members 
Mstep: Class 5 contains 66253 members 
Mstep: Class 6 contains 116425 members 
Mstep: Class 7 contains 9334 members 
Mstep: Class 8 contains 26240 members 
Mstep: Class 9 contains 19977 members 
Mstep: Class 10 contains 19580 members 
Mstep: Class 11 contains 49969 members 
Mstep: Class 12 contains 2769 members 
Mstep: Class 13 contains 9881 members 
Mstep: Class 14 contains 1734 members 
Mstep: Class 15 contains 5114 members 
Mstep: Class 16 contains 40012 members 
Mstep: Class 17 contains 7094 members 
Mstep: Class 18 contains 24318 members 
Mstep: Class 19 contains 16365 members 
Mstep: Class 20 contains 40355 members 
Mstep: Class 21 contains 13978 members 
Mstep: Class 22 contains 21055 members 
Mstep: Class 23 contains 12717 members 
Mstep: Class 24 contains 38207 members 
Mstep: Class 25 contains 3745 members 
Mstep: Class 26 contains 3563 members 
Mstep: Class 27 contains 22463 members 
Mstep: Class 28 contains 2758 members 
Mstep: Class 29 contains 9995 members 
Mstep: Class 30 contains 36551 members 
Mstep: Class 31 contains 17823 members 
Mstep: Class 32 contains 4910 members 
Mstep: Class 33 contains 11406 members 
Mstep: Class 34 contains 7598 members 
Mstep: Class 35 contains 18770 members 
Mstep: Class 36 contains 986 members 
Mstep: Class 37 contains 7157 members 
Mstep: Class 38 contains 15471 members 
Mstep: Class 39 contains 5518 members 
Mstep: Class 40 contains 2823 members 
Mstep: Class 41 contains 5033 members 
Mstep: Class 42 contains 6470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88063640.000000 Penalty: 85681.632812
Iteration 90Q: 43 clusters Score -8.806364e+07 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 105938 members 
Mstep: Class 3 contains 21503 members 
Mstep: Class 4 contains 37478 members 
Mstep: Class 5 contains 66241 members 
Mstep: Class 6 contains 116290 members 
Mstep: Class 7 contains 9062 members 
Mstep: Class 8 contains 25570 members 
Mstep: Class 9 contains 20006 members 
Mstep: Class 10 contains 19588 members 
Mstep: Class 11 contains 49942 members 
Mstep: Class 12 contains 2823 members 
Mstep: Class 13 contains 9866 members 
Mstep: Class 14 contains 1733 members 
Mstep: Class 15 contains 5115 members 
Mstep: Class 16 contains 40180 members 
Mstep: Class 17 contains 7236 members 
Mstep: Class 18 contains 24153 members 
Mstep: Class 19 contains 16365 members 
Mstep: Class 20 contains 40149 members 
Mstep: Class 21 contains 14019 members 
Mstep: Class 22 contains 21014 members 
Mstep: Class 23 contains 12733 members 
Mstep: Class 24 contains 37037 members 
Mstep: Class 25 contains 3810 members 
Mstep: Class 26 contains 3566 members 
Mstep: Class 27 contains 22499 members 
Mstep: Class 28 contains 2758 members 
Mstep: Class 29 contains 10060 members 
Mstep: Class 30 contains 36887 members 
Mstep: Class 31 contains 17825 members 
Mstep: Class 32 contains 5105 members 
Mstep: Class 33 contains 11707 members 
Mstep: Class 34 contains 7698 members 
Mstep: Class 35 contains 18939 members 
Mstep: Class 36 contains 983 members 
Mstep: Class 37 contains 7155 members 
Mstep: Class 38 contains 15472 members 
Mstep: Class 39 contains 5505 members 
Mstep: Class 40 contains 2819 members 
Mstep: Class 41 contains 5030 members 
Mstep: Class 42 contains 6472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88065104.000000 Penalty: 85681.632812
Iteration 91Q: 43 clusters Score -8.80651e+07 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 106094 members 
Mstep: Class 3 contains 22390 members 
Mstep: Class 4 contains 37500 members 
Mstep: Class 5 contains 66226 members 
Mstep: Class 6 contains 116190 members 
Mstep: Class 7 contains 8823 members 
Mstep: Class 8 contains 24946 members 
Mstep: Class 9 contains 20032 members 
Mstep: Class 10 contains 19620 members 
Mstep: Class 11 contains 49916 members 
Mstep: Class 12 contains 2891 members 
Mstep: Class 13 contains 9857 members 
Mstep: Class 14 contains 1729 members 
Mstep: Class 15 contains 5112 members 
Mstep: Class 16 contains 40302 members 
Mstep: Class 17 contains 7376 members 
Mstep: Class 18 contains 24035 members 
Mstep: Class 19 contains 16369 members 
Mstep: Class 20 contains 39974 members 
Mstep: Class 21 contains 14070 members 
Mstep: Class 22 contains 20960 members 
Mstep: Class 23 contains 12742 members 
Mstep: Class 24 contains 35711 members 
Mstep: Class 25 contains 3847 members 
Mstep: Class 26 contains 3571 members 
Mstep: Class 27 contains 22544 members 
Mstep: Class 28 contains 2759 members 
Mstep: Class 29 contains 10118 members 
Mstep: Class 30 contains 37186 members 
Mstep: Class 31 contains 17826 members 
Mstep: Class 32 contains 5333 members 
Mstep: Class 33 contains 11999 members 
Mstep: Class 34 contains 7787 members 
Mstep: Class 35 contains 19090 members 
Mstep: Class 36 contains 975 members 
Mstep: Class 37 contains 7135 members 
Mstep: Class 38 contains 15471 members 
Mstep: Class 39 contains 5514 members 
Mstep: Class 40 contains 2809 members 
Mstep: Class 41 contains 5029 members 
Mstep: Class 42 contains 6472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88067768.000000 Penalty: 85681.632812
Iteration 92Q: 43 clusters Score -8.806777e+07 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 106223 members 
Mstep: Class 3 contains 23357 members 
Mstep: Class 4 contains 37521 members 
Mstep: Class 5 contains 66209 members 
Mstep: Class 6 contains 116085 members 
Mstep: Class 7 contains 8624 members 
Mstep: Class 8 contains 24370 members 
Mstep: Class 9 contains 20020 members 
Mstep: Class 10 contains 19678 members 
Mstep: Class 11 contains 49895 members 
Mstep: Class 12 contains 2942 members 
Mstep: Class 13 contains 9851 members 
Mstep: Class 14 contains 1725 members 
Mstep: Class 15 contains 5111 members 
Mstep: Class 16 contains 40412 members 
Mstep: Class 17 contains 7506 members 
Mstep: Class 18 contains 23937 members 
Mstep: Class 19 contains 16371 members 
Mstep: Class 20 contains 39842 members 
Mstep: Class 21 contains 14107 members 
Mstep: Class 22 contains 20903 members 
Mstep: Class 23 contains 12760 members 
Mstep: Class 24 contains 34279 members 
Mstep: Class 25 contains 3898 members 
Mstep: Class 26 contains 3575 members 
Mstep: Class 27 contains 22585 members 
Mstep: Class 28 contains 2759 members 
Mstep: Class 29 contains 10185 members 
Mstep: Class 30 contains 37415 members 
Mstep: Class 31 contains 17828 members 
Mstep: Class 32 contains 5588 members 
Mstep: Class 33 contains 12252 members 
Mstep: Class 34 contains 7868 members 
Mstep: Class 35 contains 19244 members 
Mstep: Class 36 contains 967 members 
Mstep: Class 37 contains 7133 members 
Mstep: Class 38 contains 15474 members 
Mstep: Class 39 contains 5519 members 
Mstep: Class 40 contains 2807 members 
Mstep: Class 41 contains 5030 members 
Mstep: Class 42 contains 6473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88069528.000000 Penalty: 85681.632812
Iteration 93Q: 43 clusters Score -8.806953e+07 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 106337 members 
Mstep: Class 3 contains 24232 members 
Mstep: Class 4 contains 37531 members 
Mstep: Class 5 contains 66200 members 
Mstep: Class 6 contains 116010 members 
Mstep: Class 7 contains 8429 members 
Mstep: Class 8 contains 23880 members 
Mstep: Class 9 contains 20018 members 
Mstep: Class 10 contains 19714 members 
Mstep: Class 11 contains 49877 members 
Mstep: Class 12 contains 2999 members 
Mstep: Class 13 contains 9842 members 
Mstep: Class 14 contains 1725 members 
Mstep: Class 15 contains 5113 members 
Mstep: Class 16 contains 40487 members 
Mstep: Class 17 contains 7658 members 
Mstep: Class 18 contains 23835 members 
Mstep: Class 19 contains 16374 members 
Mstep: Class 20 contains 39736 members 
Mstep: Class 21 contains 14109 members 
Mstep: Class 22 contains 20849 members 
Mstep: Class 23 contains 12780 members 
Mstep: Class 24 contains 32866 members 
Mstep: Class 25 contains 3928 members 
Mstep: Class 26 contains 3578 members 
Mstep: Class 27 contains 22628 members 
Mstep: Class 28 contains 2759 members 
Mstep: Class 29 contains 10261 members 
Mstep: Class 30 contains 37604 members 
Mstep: Class 31 contains 17829 members 
Mstep: Class 32 contains 5913 members 
Mstep: Class 33 contains 12529 members 
Mstep: Class 34 contains 7962 members 
Mstep: Class 35 contains 19341 members 
Mstep: Class 36 contains 962 members 
Mstep: Class 37 contains 7107 members 
Mstep: Class 38 contains 15476 members 
Mstep: Class 39 contains 5544 members 
Mstep: Class 40 contains 2804 members 
Mstep: Class 41 contains 5030 members 
Mstep: Class 42 contains 6475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88071712.000000 Penalty: 85681.632812
Iteration 94Q: 43 clusters Score -8.807171e+07 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 106492 members 
Mstep: Class 3 contains 24802 members 
Mstep: Class 4 contains 37535 members 
Mstep: Class 5 contains 66181 members 
Mstep: Class 6 contains 115947 members 
Mstep: Class 7 contains 8246 members 
Mstep: Class 8 contains 23423 members 
Mstep: Class 9 contains 20015 members 
Mstep: Class 10 contains 19749 members 
Mstep: Class 11 contains 49861 members 
Mstep: Class 12 contains 3055 members 
Mstep: Class 13 contains 9839 members 
Mstep: Class 14 contains 1715 members 
Mstep: Class 15 contains 5120 members 
Mstep: Class 16 contains 40549 members 
Mstep: Class 17 contains 7808 members 
Mstep: Class 18 contains 23796 members 
Mstep: Class 19 contains 16378 members 
Mstep: Class 20 contains 39664 members 
Mstep: Class 21 contains 14093 members 
Mstep: Class 22 contains 20814 members 
Mstep: Class 23 contains 12785 members 
Mstep: Class 24 contains 31671 members 
Mstep: Class 25 contains 3975 members 
Mstep: Class 26 contains 3581 members 
Mstep: Class 27 contains 22676 members 
Mstep: Class 28 contains 2760 members 
Mstep: Class 29 contains 10323 members 
Mstep: Class 30 contains 37709 members 
Mstep: Class 31 contains 17830 members 
Mstep: Class 32 contains 6299 members 
Mstep: Class 33 contains 12764 members 
Mstep: Class 34 contains 8032 members 
Mstep: Class 35 contains 19445 members 
Mstep: Class 36 contains 952 members 
Mstep: Class 37 contains 7077 members 
Mstep: Class 38 contains 15479 members 
Mstep: Class 39 contains 5577 members 
Mstep: Class 40 contains 2804 members 
Mstep: Class 41 contains 5033 members 
Mstep: Class 42 contains 6476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88073040.000000 Penalty: 85681.632812
Iteration 95Q: 43 clusters Score -8.807304e+07 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 106603 members 
Mstep: Class 3 contains 24833 members 
Mstep: Class 4 contains 37546 members 
Mstep: Class 5 contains 66198 members 
Mstep: Class 6 contains 115903 members 
Mstep: Class 7 contains 8091 members 
Mstep: Class 8 contains 23002 members 
Mstep: Class 9 contains 20033 members 
Mstep: Class 10 contains 19785 members 
Mstep: Class 11 contains 49862 members 
Mstep: Class 12 contains 3109 members 
Mstep: Class 13 contains 9831 members 
Mstep: Class 14 contains 1723 members 
Mstep: Class 15 contains 5107 members 
Mstep: Class 16 contains 40614 members 
Mstep: Class 17 contains 7929 members 
Mstep: Class 18 contains 23752 members 
Mstep: Class 19 contains 16380 members 
Mstep: Class 20 contains 39587 members 
Mstep: Class 21 contains 14044 members 
Mstep: Class 22 contains 20784 members 
Mstep: Class 23 contains 12798 members 
Mstep: Class 24 contains 31067 members 
Mstep: Class 25 contains 4029 members 
Mstep: Class 26 contains 3573 members 
Mstep: Class 27 contains 22705 members 
Mstep: Class 28 contains 2762 members 
Mstep: Class 29 contains 10403 members 
Mstep: Class 30 contains 37786 members 
Mstep: Class 31 contains 17834 members 
Mstep: Class 32 contains 6652 members 
Mstep: Class 33 contains 12984 members 
Mstep: Class 34 contains 8095 members 
Mstep: Class 35 contains 19543 members 
Mstep: Class 36 contains 943 members 
Mstep: Class 37 contains 7060 members 
Mstep: Class 38 contains 15480 members 
Mstep: Class 39 contains 5595 members 
Mstep: Class 40 contains 2793 members 
Mstep: Class 41 contains 5031 members 
Mstep: Class 42 contains 6476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88073920.000000 Penalty: 85681.632812
Iteration 96Q: 43 clusters Score -8.807392e+07 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 106720 members 
Mstep: Class 3 contains 24492 members 
Mstep: Class 4 contains 37553 members 
Mstep: Class 5 contains 66219 members 
Mstep: Class 6 contains 115829 members 
Mstep: Class 7 contains 7940 members 
Mstep: Class 8 contains 22636 members 
Mstep: Class 9 contains 20037 members 
Mstep: Class 10 contains 19830 members 
Mstep: Class 11 contains 49859 members 
Mstep: Class 12 contains 3161 members 
Mstep: Class 13 contains 9825 members 
Mstep: Class 14 contains 1725 members 
Mstep: Class 15 contains 5114 members 
Mstep: Class 16 contains 40658 members 
Mstep: Class 17 contains 8034 members 
Mstep: Class 18 contains 23712 members 
Mstep: Class 19 contains 16380 members 
Mstep: Class 20 contains 39520 members 
Mstep: Class 21 contains 13984 members 
Mstep: Class 22 contains 20756 members 
Mstep: Class 23 contains 12812 members 
Mstep: Class 24 contains 30878 members 
Mstep: Class 25 contains 4072 members 
Mstep: Class 26 contains 3571 members 
Mstep: Class 27 contains 22729 members 
Mstep: Class 28 contains 2765 members 
Mstep: Class 29 contains 10475 members 
Mstep: Class 30 contains 37875 members 
Mstep: Class 31 contains 17836 members 
Mstep: Class 32 contains 7019 members 
Mstep: Class 33 contains 13194 members 
Mstep: Class 34 contains 8163 members 
Mstep: Class 35 contains 19624 members 
Mstep: Class 36 contains 941 members 
Mstep: Class 37 contains 7029 members 
Mstep: Class 38 contains 15481 members 
Mstep: Class 39 contains 5594 members 
Mstep: Class 40 contains 2775 members 
Mstep: Class 41 contains 5033 members 
Mstep: Class 42 contains 6476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88075208.000000 Penalty: 85681.632812
Iteration 97Q: 43 clusters Score -8.807521e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 106837 members 
Mstep: Class 3 contains 24103 members 
Mstep: Class 4 contains 37555 members 
Mstep: Class 5 contains 66231 members 
Mstep: Class 6 contains 115768 members 
Mstep: Class 7 contains 7810 members 
Mstep: Class 8 contains 22277 members 
Mstep: Class 9 contains 20026 members 
Mstep: Class 10 contains 19869 members 
Mstep: Class 11 contains 49855 members 
Mstep: Class 12 contains 3208 members 
Mstep: Class 13 contains 9819 members 
Mstep: Class 14 contains 1733 members 
Mstep: Class 15 contains 5105 members 
Mstep: Class 16 contains 40708 members 
Mstep: Class 17 contains 8110 members 
Mstep: Class 18 contains 23679 members 
Mstep: Class 19 contains 16380 members 
Mstep: Class 20 contains 39453 members 
Mstep: Class 21 contains 13941 members 
Mstep: Class 22 contains 20730 members 
Mstep: Class 23 contains 12829 members 
Mstep: Class 24 contains 30834 members 
Mstep: Class 25 contains 4123 members 
Mstep: Class 26 contains 3567 members 
Mstep: Class 27 contains 22755 members 
Mstep: Class 28 contains 2765 members 
Mstep: Class 29 contains 10545 members 
Mstep: Class 30 contains 37961 members 
Mstep: Class 31 contains 17835 members 
Mstep: Class 32 contains 7348 members 
Mstep: Class 33 contains 13379 members 
Mstep: Class 34 contains 8221 members 
Mstep: Class 35 contains 19676 members 
Mstep: Class 36 contains 927 members 
Mstep: Class 37 contains 7007 members 
Mstep: Class 38 contains 15481 members 
Mstep: Class 39 contains 5613 members 
Mstep: Class 40 contains 2755 members 
Mstep: Class 41 contains 5032 members 
Mstep: Class 42 contains 6476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88075712.000000 Penalty: 85681.632812
Iteration 98Q: 43 clusters Score -8.807571e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 106975 members 
Mstep: Class 3 contains 23766 members 
Mstep: Class 4 contains 37557 members 
Mstep: Class 5 contains 66232 members 
Mstep: Class 6 contains 115726 members 
Mstep: Class 7 contains 7666 members 
Mstep: Class 8 contains 21957 members 
Mstep: Class 9 contains 20025 members 
Mstep: Class 10 contains 19924 members 
Mstep: Class 11 contains 49839 members 
Mstep: Class 12 contains 3249 members 
Mstep: Class 13 contains 9813 members 
Mstep: Class 14 contains 1740 members 
Mstep: Class 15 contains 5104 members 
Mstep: Class 16 contains 40743 members 
Mstep: Class 17 contains 8162 members 
Mstep: Class 18 contains 23582 members 
Mstep: Class 19 contains 16379 members 
Mstep: Class 20 contains 39392 members 
Mstep: Class 21 contains 13916 members 
Mstep: Class 22 contains 20710 members 
Mstep: Class 23 contains 12850 members 
Mstep: Class 24 contains 30826 members 
Mstep: Class 25 contains 4153 members 
Mstep: Class 26 contains 3568 members 
Mstep: Class 27 contains 22773 members 
Mstep: Class 28 contains 2766 members 
Mstep: Class 29 contains 10591 members 
Mstep: Class 30 contains 38036 members 
Mstep: Class 31 contains 17834 members 
Mstep: Class 32 contains 7629 members 
Mstep: Class 33 contains 13588 members 
Mstep: Class 34 contains 8277 members 
Mstep: Class 35 contains 19721 members 
Mstep: Class 36 contains 917 members 
Mstep: Class 37 contains 6997 members 
Mstep: Class 38 contains 15483 members 
Mstep: Class 39 contains 5615 members 
Mstep: Class 40 contains 2740 members 
Mstep: Class 41 contains 5031 members 
Mstep: Class 42 contains 6475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88076320.000000 Penalty: 85681.632812
Iteration 99Q: 43 clusters Score -8.807632e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 107107 members 
Mstep: Class 3 contains 23451 members 
Mstep: Class 4 contains 37549 members 
Mstep: Class 5 contains 66224 members 
Mstep: Class 6 contains 115684 members 
Mstep: Class 7 contains 7530 members 
Mstep: Class 8 contains 21650 members 
Mstep: Class 9 contains 20032 members 
Mstep: Class 10 contains 19987 members 
Mstep: Class 11 contains 49828 members 
Mstep: Class 12 contains 3288 members 
Mstep: Class 13 contains 9808 members 
Mstep: Class 14 contains 1756 members 
Mstep: Class 15 contains 5107 members 
Mstep: Class 16 contains 40769 members 
Mstep: Class 17 contains 8209 members 
Mstep: Class 18 contains 23510 members 
Mstep: Class 19 contains 16378 members 
Mstep: Class 20 contains 39327 members 
Mstep: Class 21 contains 13900 members 
Mstep: Class 22 contains 20695 members 
Mstep: Class 23 contains 12862 members 
Mstep: Class 24 contains 30835 members 
Mstep: Class 25 contains 4179 members 
Mstep: Class 26 contains 3566 members 
Mstep: Class 27 contains 22793 members 
Mstep: Class 28 contains 2766 members 
Mstep: Class 29 contains 10628 members 
Mstep: Class 30 contains 38117 members 
Mstep: Class 31 contains 17834 members 
Mstep: Class 32 contains 7869 members 
Mstep: Class 33 contains 13794 members 
Mstep: Class 34 contains 8323 members 
Mstep: Class 35 contains 19755 members 
Mstep: Class 36 contains 908 members 
Mstep: Class 37 contains 6981 members 
Mstep: Class 38 contains 15484 members 
Mstep: Class 39 contains 5603 members 
Mstep: Class 40 contains 2736 members 
Mstep: Class 41 contains 5030 members 
Mstep: Class 42 contains 6475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88077040.000000 Penalty: 85681.632812
Iteration 100F: 43 clusters Score -8.807704e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 107215 members 
Mstep: Class 3 contains 23176 members 
Mstep: Class 4 contains 37532 members 
Mstep: Class 5 contains 66219 members 
Mstep: Class 6 contains 115663 members 
Mstep: Class 7 contains 7402 members 
Mstep: Class 8 contains 21364 members 
Mstep: Class 9 contains 20027 members 
Mstep: Class 10 contains 20059 members 
Mstep: Class 11 contains 49820 members 
Mstep: Class 12 contains 3378 members 
Mstep: Class 13 contains 9806 members 
Mstep: Class 14 contains 1776 members 
Mstep: Class 15 contains 5113 members 
Mstep: Class 16 contains 40765 members 
Mstep: Class 17 contains 8257 members 
Mstep: Class 18 contains 23399 members 
Mstep: Class 19 contains 16379 members 
Mstep: Class 20 contains 39267 members 
Mstep: Class 21 contains 13881 members 
Mstep: Class 22 contains 20665 members 
Mstep: Class 23 contains 12879 members 
Mstep: Class 24 contains 30841 members 
Mstep: Class 25 contains 4204 members 
Mstep: Class 26 contains 3563 members 
Mstep: Class 27 contains 22806 members 
Mstep: Class 28 contains 2766 members 
Mstep: Class 29 contains 10616 members 
Mstep: Class 30 contains 38196 members 
Mstep: Class 31 contains 17834 members 
Mstep: Class 32 contains 8070 members 
Mstep: Class 33 contains 14084 members 
Mstep: Class 34 contains 8365 members 
Mstep: Class 35 contains 19788 members 
Mstep: Class 36 contains 900 members 
Mstep: Class 37 contains 6955 members 
Mstep: Class 38 contains 15484 members 
Mstep: Class 39 contains 5592 members 
Mstep: Class 40 contains 2721 members 
Mstep: Class 41 contains 5031 members 
Mstep: Class 42 contains 6475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88077136.000000 Penalty: 85681.632812
Iteration 101Q: 43 clusters Score -8.807714e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 107327 members 
Mstep: Class 3 contains 22951 members 
Mstep: Class 4 contains 37514 members 
Mstep: Class 5 contains 66220 members 
Mstep: Class 6 contains 115625 members 
Mstep: Class 7 contains 7283 members 
Mstep: Class 8 contains 21109 members 
Mstep: Class 9 contains 20014 members 
Mstep: Class 10 contains 20116 members 
Mstep: Class 11 contains 49817 members 
Mstep: Class 12 contains 3444 members 
Mstep: Class 13 contains 9804 members 
Mstep: Class 14 contains 1792 members 
Mstep: Class 15 contains 5130 members 
Mstep: Class 16 contains 40788 members 
Mstep: Class 17 contains 8290 members 
Mstep: Class 18 contains 23304 members 
Mstep: Class 19 contains 16380 members 
Mstep: Class 20 contains 39204 members 
Mstep: Class 21 contains 13875 members 
Mstep: Class 22 contains 20638 members 
Mstep: Class 23 contains 12892 members 
Mstep: Class 24 contains 30846 members 
Mstep: Class 25 contains 4271 members 
Mstep: Class 26 contains 3560 members 
Mstep: Class 27 contains 22818 members 
Mstep: Class 28 contains 2766 members 
Mstep: Class 29 contains 10603 members 
Mstep: Class 30 contains 38231 members 
Mstep: Class 31 contains 17834 members 
Mstep: Class 32 contains 8223 members 
Mstep: Class 33 contains 14340 members 
Mstep: Class 34 contains 8403 members 
Mstep: Class 35 contains 19824 members 
Mstep: Class 36 contains 860 members 
Mstep: Class 37 contains 6931 members 
Mstep: Class 38 contains 15484 members 
Mstep: Class 39 contains 5597 members 
Mstep: Class 40 contains 2720 members 
Mstep: Class 41 contains 5031 members 
Mstep: Class 42 contains 6475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88077672.000000 Penalty: 85681.632812
Iteration 102Q: 43 clusters Score -8.807767e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 107457 members 
Mstep: Class 3 contains 22760 members 
Mstep: Class 4 contains 37499 members 
Mstep: Class 5 contains 66226 members 
Mstep: Class 6 contains 115575 members 
Mstep: Class 7 contains 7167 members 
Mstep: Class 8 contains 20859 members 
Mstep: Class 9 contains 19996 members 
Mstep: Class 10 contains 20158 members 
Mstep: Class 11 contains 49810 members 
Mstep: Class 12 contains 3498 members 
Mstep: Class 13 contains 9797 members 
Mstep: Class 14 contains 1847 members 
Mstep: Class 15 contains 5132 members 
Mstep: Class 16 contains 40789 members 
Mstep: Class 17 contains 8314 members 
Mstep: Class 18 contains 23215 members 
Mstep: Class 19 contains 16380 members 
Mstep: Class 20 contains 39149 members 
Mstep: Class 21 contains 13869 members 
Mstep: Class 22 contains 20617 members 
Mstep: Class 23 contains 12901 members 
Mstep: Class 24 contains 30853 members 
Mstep: Class 25 contains 4325 members 
Mstep: Class 26 contains 3559 members 
Mstep: Class 27 contains 22831 members 
Mstep: Class 28 contains 2766 members 
Mstep: Class 29 contains 10609 members 
Mstep: Class 30 contains 38275 members 
Mstep: Class 31 contains 17834 members 
Mstep: Class 32 contains 8343 members 
Mstep: Class 33 contains 14616 members 
Mstep: Class 34 contains 8435 members 
Mstep: Class 35 contains 19836 members 
Mstep: Class 36 contains 823 members 
Mstep: Class 37 contains 6910 members 
Mstep: Class 38 contains 15485 members 
Mstep: Class 39 contains 5598 members 
Mstep: Class 40 contains 2716 members 
Mstep: Class 41 contains 5030 members 
Mstep: Class 42 contains 6475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88078200.000000 Penalty: 85681.632812
Iteration 103Q: 43 clusters Score -8.80782e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 107556 members 
Mstep: Class 3 contains 22607 members 
Mstep: Class 4 contains 37478 members 
Mstep: Class 5 contains 66234 members 
Mstep: Class 6 contains 115537 members 
Mstep: Class 7 contains 7066 members 
Mstep: Class 8 contains 20621 members 
Mstep: Class 9 contains 19974 members 
Mstep: Class 10 contains 20215 members 
Mstep: Class 11 contains 49798 members 
Mstep: Class 12 contains 3537 members 
Mstep: Class 13 contains 9791 members 
Mstep: Class 14 contains 1887 members 
Mstep: Class 15 contains 5139 members 
Mstep: Class 16 contains 40807 members 
Mstep: Class 17 contains 8315 members 
Mstep: Class 18 contains 23119 members 
Mstep: Class 19 contains 16380 members 
Mstep: Class 20 contains 39109 members 
Mstep: Class 21 contains 13864 members 
Mstep: Class 22 contains 20591 members 
Mstep: Class 23 contains 12916 members 
Mstep: Class 24 contains 30862 members 
Mstep: Class 25 contains 4358 members 
Mstep: Class 26 contains 3554 members 
Mstep: Class 27 contains 22838 members 
Mstep: Class 28 contains 2766 members 
Mstep: Class 29 contains 10609 members 
Mstep: Class 30 contains 38321 members 
Mstep: Class 31 contains 17834 members 
Mstep: Class 32 contains 8464 members 
Mstep: Class 33 contains 14883 members 
Mstep: Class 34 contains 8473 members 
Mstep: Class 35 contains 19855 members 
Mstep: Class 36 contains 796 members 
Mstep: Class 37 contains 6887 members 
Mstep: Class 38 contains 15485 members 
Mstep: Class 39 contains 5585 members 
Mstep: Class 40 contains 2719 members 
Mstep: Class 41 contains 5029 members 
Mstep: Class 42 contains 6475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88078464.000000 Penalty: 85681.632812
Iteration 104Q: 43 clusters Score -8.807846e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 107672 members 
Mstep: Class 3 contains 22460 members 
Mstep: Class 4 contains 37469 members 
Mstep: Class 5 contains 66233 members 
Mstep: Class 6 contains 115484 members 
Mstep: Class 7 contains 6960 members 
Mstep: Class 8 contains 20404 members 
Mstep: Class 9 contains 19958 members 
Mstep: Class 10 contains 20268 members 
Mstep: Class 11 contains 49789 members 
Mstep: Class 12 contains 3572 members 
Mstep: Class 13 contains 9784 members 
Mstep: Class 14 contains 1940 members 
Mstep: Class 15 contains 5149 members 
Mstep: Class 16 contains 40803 members 
Mstep: Class 17 contains 8313 members 
Mstep: Class 18 contains 23052 members 
Mstep: Class 19 contains 16379 members 
Mstep: Class 20 contains 39070 members 
Mstep: Class 21 contains 13859 members 
Mstep: Class 22 contains 20568 members 
Mstep: Class 23 contains 12925 members 
Mstep: Class 24 contains 30872 members 
Mstep: Class 25 contains 4404 members 
Mstep: Class 26 contains 3553 members 
Mstep: Class 27 contains 22842 members 
Mstep: Class 28 contains 2766 members 
Mstep: Class 29 contains 10618 members 
Mstep: Class 30 contains 38367 members 
Mstep: Class 31 contains 17834 members 
Mstep: Class 32 contains 8560 members 
Mstep: Class 33 contains 15127 members 
Mstep: Class 34 contains 8502 members 
Mstep: Class 35 contains 19878 members 
Mstep: Class 36 contains 755 members 
Mstep: Class 37 contains 6861 members 
Mstep: Class 38 contains 15485 members 
Mstep: Class 39 contains 5572 members 
Mstep: Class 40 contains 2722 members 
Mstep: Class 41 contains 5030 members 
Mstep: Class 42 contains 6475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88078800.000000 Penalty: 85681.632812
Iteration 105Q: 43 clusters Score -8.80788e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 107803 members 
Mstep: Class 3 contains 22333 members 
Mstep: Class 4 contains 37466 members 
Mstep: Class 5 contains 66244 members 
Mstep: Class 6 contains 115442 members 
Mstep: Class 7 contains 6850 members 
Mstep: Class 8 contains 20195 members 
Mstep: Class 9 contains 19928 members 
Mstep: Class 10 contains 20319 members 
Mstep: Class 11 contains 49790 members 
Mstep: Class 12 contains 3602 members 
Mstep: Class 13 contains 9779 members 
Mstep: Class 14 contains 1985 members 
Mstep: Class 15 contains 5157 members 
Mstep: Class 16 contains 40812 members 
Mstep: Class 17 contains 8310 members 
Mstep: Class 18 contains 22963 members 
Mstep: Class 19 contains 16378 members 
Mstep: Class 20 contains 39033 members 
Mstep: Class 21 contains 13852 members 
Mstep: Class 22 contains 20545 members 
Mstep: Class 23 contains 12926 members 
Mstep: Class 24 contains 30880 members 
Mstep: Class 25 contains 4445 members 
Mstep: Class 26 contains 3551 members 
Mstep: Class 27 contains 22843 members 
Mstep: Class 28 contains 2766 members 
Mstep: Class 29 contains 10624 members 
Mstep: Class 30 contains 38406 members 
Mstep: Class 31 contains 17834 members 
Mstep: Class 32 contains 8673 members 
Mstep: Class 33 contains 15355 members 
Mstep: Class 34 contains 8529 members 
Mstep: Class 35 contains 19872 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6823 members 
Mstep: Class 38 contains 15487 members 
Mstep: Class 39 contains 5582 members 
Mstep: Class 40 contains 2721 members 
Mstep: Class 41 contains 5031 members 
Mstep: Class 42 contains 6474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88079296.000000 Penalty: 85681.632812
Iteration 106Q: 43 clusters Score -8.80793e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 107919 members 
Mstep: Class 3 contains 22214 members 
Mstep: Class 4 contains 37442 members 
Mstep: Class 5 contains 66246 members 
Mstep: Class 6 contains 115398 members 
Mstep: Class 7 contains 6756 members 
Mstep: Class 8 contains 20006 members 
Mstep: Class 9 contains 19900 members 
Mstep: Class 10 contains 20364 members 
Mstep: Class 11 contains 49795 members 
Mstep: Class 12 contains 3633 members 
Mstep: Class 13 contains 9776 members 
Mstep: Class 14 contains 2013 members 
Mstep: Class 15 contains 5167 members 
Mstep: Class 16 contains 40824 members 
Mstep: Class 17 contains 8311 members 
Mstep: Class 18 contains 22880 members 
Mstep: Class 19 contains 16378 members 
Mstep: Class 20 contains 38992 members 
Mstep: Class 21 contains 13849 members 
Mstep: Class 22 contains 20526 members 
Mstep: Class 23 contains 12928 members 
Mstep: Class 24 contains 30879 members 
Mstep: Class 25 contains 4481 members 
Mstep: Class 26 contains 3550 members 
Mstep: Class 27 contains 22846 members 
Mstep: Class 28 contains 2766 members 
Mstep: Class 29 contains 10638 members 
Mstep: Class 30 contains 38453 members 
Mstep: Class 31 contains 17834 members 
Mstep: Class 32 contains 8780 members 
Mstep: Class 33 contains 15579 members 
Mstep: Class 34 contains 8554 members 
Mstep: Class 35 contains 19865 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 6790 members 
Mstep: Class 38 contains 15490 members 
Mstep: Class 39 contains 5585 members 
Mstep: Class 40 contains 2714 members 
Mstep: Class 41 contains 5032 members 
Mstep: Class 42 contains 6474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88079344.000000 Penalty: 85681.632812
Iteration 107Q: 43 clusters Score -8.807934e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 108005 members 
Mstep: Class 3 contains 22131 members 
Mstep: Class 4 contains 37431 members 
Mstep: Class 5 contains 66252 members 
Mstep: Class 6 contains 115378 members 
Mstep: Class 7 contains 6666 members 
Mstep: Class 8 contains 19814 members 
Mstep: Class 9 contains 19886 members 
Mstep: Class 10 contains 20408 members 
Mstep: Class 11 contains 49795 members 
Mstep: Class 12 contains 3663 members 
Mstep: Class 13 contains 9773 members 
Mstep: Class 14 contains 2037 members 
Mstep: Class 15 contains 5170 members 
Mstep: Class 16 contains 40806 members 
Mstep: Class 17 contains 8306 members 
Mstep: Class 18 contains 22808 members 
Mstep: Class 19 contains 16378 members 
Mstep: Class 20 contains 38960 members 
Mstep: Class 21 contains 13848 members 
Mstep: Class 22 contains 20512 members 
Mstep: Class 23 contains 12930 members 
Mstep: Class 24 contains 30880 members 
Mstep: Class 25 contains 4490 members 
Mstep: Class 26 contains 3546 members 
Mstep: Class 27 contains 22845 members 
Mstep: Class 28 contains 2766 members 
Mstep: Class 29 contains 10648 members 
Mstep: Class 30 contains 38511 members 
Mstep: Class 31 contains 17835 members 
Mstep: Class 32 contains 8848 members 
Mstep: Class 33 contains 15796 members 
Mstep: Class 34 contains 8577 members 
Mstep: Class 35 contains 19876 members 
Mstep: Class 36 contains 690 members 
Mstep: Class 37 contains 6766 members 
Mstep: Class 38 contains 15491 members 
Mstep: Class 39 contains 5593 members 
Mstep: Class 40 contains 2713 members 
Mstep: Class 41 contains 5032 members 
Mstep: Class 42 contains 6474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88079696.000000 Penalty: 85681.632812
Iteration 108Q: 43 clusters Score -8.80797e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 108093 members 
Mstep: Class 3 contains 22057 members 
Mstep: Class 4 contains 37412 members 
Mstep: Class 5 contains 66255 members 
Mstep: Class 6 contains 115355 members 
Mstep: Class 7 contains 6577 members 
Mstep: Class 8 contains 19639 members 
Mstep: Class 9 contains 19874 members 
Mstep: Class 10 contains 20450 members 
Mstep: Class 11 contains 49809 members 
Mstep: Class 12 contains 3697 members 
Mstep: Class 13 contains 9771 members 
Mstep: Class 14 contains 2063 members 
Mstep: Class 15 contains 5172 members 
Mstep: Class 16 contains 40820 members 
Mstep: Class 17 contains 8309 members 
Mstep: Class 18 contains 22728 members 
Mstep: Class 19 contains 16378 members 
Mstep: Class 20 contains 38930 members 
Mstep: Class 21 contains 13848 members 
Mstep: Class 22 contains 20501 members 
Mstep: Class 23 contains 12928 members 
Mstep: Class 24 contains 30878 members 
Mstep: Class 25 contains 4507 members 
Mstep: Class 26 contains 3542 members 
Mstep: Class 27 contains 22849 members 
Mstep: Class 28 contains 2766 members 
Mstep: Class 29 contains 10657 members 
Mstep: Class 30 contains 38551 members 
Mstep: Class 31 contains 17835 members 
Mstep: Class 32 contains 8900 members 
Mstep: Class 33 contains 15989 members 
Mstep: Class 34 contains 8593 members 
Mstep: Class 35 contains 19881 members 
Mstep: Class 36 contains 676 members 
Mstep: Class 37 contains 6739 members 
Mstep: Class 38 contains 15491 members 
Mstep: Class 39 contains 5601 members 
Mstep: Class 40 contains 2707 members 
Mstep: Class 41 contains 5032 members 
Mstep: Class 42 contains 6474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88079760.000000 Penalty: 85681.632812
Iteration 109Q: 43 clusters Score -8.807976e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 108181 members 
Mstep: Class 3 contains 21997 members 
Mstep: Class 4 contains 37401 members 
Mstep: Class 5 contains 66265 members 
Mstep: Class 6 contains 115327 members 
Mstep: Class 7 contains 6491 members 
Mstep: Class 8 contains 19482 members 
Mstep: Class 9 contains 19841 members 
Mstep: Class 10 contains 20491 members 
Mstep: Class 11 contains 49812 members 
Mstep: Class 12 contains 3715 members 
Mstep: Class 13 contains 9771 members 
Mstep: Class 14 contains 2090 members 
Mstep: Class 15 contains 5180 members 
Mstep: Class 16 contains 40820 members 
Mstep: Class 17 contains 8307 members 
Mstep: Class 18 contains 22657 members 
Mstep: Class 19 contains 16378 members 
Mstep: Class 20 contains 38900 members 
Mstep: Class 21 contains 13846 members 
Mstep: Class 22 contains 20487 members 
Mstep: Class 23 contains 12931 members 
Mstep: Class 24 contains 30873 members 
Mstep: Class 25 contains 4511 members 
Mstep: Class 26 contains 3533 members 
Mstep: Class 27 contains 22849 members 
Mstep: Class 28 contains 2766 members 
Mstep: Class 29 contains 10675 members 
Mstep: Class 30 contains 38600 members 
Mstep: Class 31 contains 17835 members 
Mstep: Class 32 contains 8945 members 
Mstep: Class 33 contains 16177 members 
Mstep: Class 34 contains 8621 members 
Mstep: Class 35 contains 19882 members 
Mstep: Class 36 contains 662 members 
Mstep: Class 37 contains 6718 members 
Mstep: Class 38 contains 15492 members 
Mstep: Class 39 contains 5610 members 
Mstep: Class 40 contains 2708 members 
Mstep: Class 41 contains 5032 members 
Mstep: Class 42 contains 6474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88079664.000000 Penalty: 85681.632812
Iteration 110Q: 43 clusters Score -8.807966e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 108263 members 
Mstep: Class 3 contains 21934 members 
Mstep: Class 4 contains 37385 members 
Mstep: Class 5 contains 66275 members 
Mstep: Class 6 contains 115272 members 
Mstep: Class 7 contains 6407 members 
Mstep: Class 8 contains 19356 members 
Mstep: Class 9 contains 19819 members 
Mstep: Class 10 contains 20546 members 
Mstep: Class 11 contains 49808 members 
Mstep: Class 12 contains 3739 members 
Mstep: Class 13 contains 9768 members 
Mstep: Class 14 contains 2123 members 
Mstep: Class 15 contains 5186 members 
Mstep: Class 16 contains 40820 members 
Mstep: Class 17 contains 8308 members 
Mstep: Class 18 contains 22586 members 
Mstep: Class 19 contains 16377 members 
Mstep: Class 20 contains 38868 members 
Mstep: Class 21 contains 13844 members 
Mstep: Class 22 contains 20474 members 
Mstep: Class 23 contains 12931 members 
Mstep: Class 24 contains 30871 members 
Mstep: Class 25 contains 4517 members 
Mstep: Class 26 contains 3526 members 
Mstep: Class 27 contains 22854 members 
Mstep: Class 28 contains 2766 members 
Mstep: Class 29 contains 10693 members 
Mstep: Class 30 contains 38630 members 
Mstep: Class 31 contains 17836 members 
Mstep: Class 32 contains 8982 members 
Mstep: Class 33 contains 16365 members 
Mstep: Class 34 contains 8645 members 
Mstep: Class 35 contains 19884 members 
Mstep: Class 36 contains 647 members 
Mstep: Class 37 contains 6703 members 
Mstep: Class 38 contains 15493 members 
Mstep: Class 39 contains 5615 members 
Mstep: Class 40 contains 2711 members 
Mstep: Class 41 contains 5032 members 
Mstep: Class 42 contains 6474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88079640.000000 Penalty: 85681.632812
Iteration 111Q: 43 clusters Score -8.807964e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 108313 members 
Mstep: Class 3 contains 21888 members 
Mstep: Class 4 contains 37359 members 
Mstep: Class 5 contains 66291 members 
Mstep: Class 6 contains 115241 members 
Mstep: Class 7 contains 6336 members 
Mstep: Class 8 contains 19242 members 
Mstep: Class 9 contains 19803 members 
Mstep: Class 10 contains 20599 members 
Mstep: Class 11 contains 49806 members 
Mstep: Class 12 contains 3770 members 
Mstep: Class 13 contains 9765 members 
Mstep: Class 14 contains 2154 members 
Mstep: Class 15 contains 5196 members 
Mstep: Class 16 contains 40826 members 
Mstep: Class 17 contains 8308 members 
Mstep: Class 18 contains 22540 members 
Mstep: Class 19 contains 16377 members 
Mstep: Class 20 contains 38832 members 
Mstep: Class 21 contains 13842 members 
Mstep: Class 22 contains 20461 members 
Mstep: Class 23 contains 12937 members 
Mstep: Class 24 contains 30865 members 
Mstep: Class 25 contains 4522 members 
Mstep: Class 26 contains 3526 members 
Mstep: Class 27 contains 22848 members 
Mstep: Class 28 contains 2766 members 
Mstep: Class 29 contains 10701 members 
Mstep: Class 30 contains 38649 members 
Mstep: Class 31 contains 17836 members 
Mstep: Class 32 contains 9008 members 
Mstep: Class 33 contains 16545 members 
Mstep: Class 34 contains 8660 members 
Mstep: Class 35 contains 19889 members 
Mstep: Class 36 contains 634 members 
Mstep: Class 37 contains 6676 members 
Mstep: Class 38 contains 15493 members 
Mstep: Class 39 contains 5611 members 
Mstep: Class 40 contains 2712 members 
Mstep: Class 41 contains 5032 members 
Mstep: Class 42 contains 6474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88080208.000000 Penalty: 85681.632812
Iteration 112Q: 43 clusters Score -8.808021e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 108366 members 
Mstep: Class 3 contains 21851 members 
Mstep: Class 4 contains 37344 members 
Mstep: Class 5 contains 66294 members 
Mstep: Class 6 contains 115213 members 
Mstep: Class 7 contains 6263 members 
Mstep: Class 8 contains 19119 members 
Mstep: Class 9 contains 19795 members 
Mstep: Class 10 contains 20663 members 
Mstep: Class 11 contains 49802 members 
Mstep: Class 12 contains 3795 members 
Mstep: Class 13 contains 9760 members 
Mstep: Class 14 contains 2176 members 
Mstep: Class 15 contains 5198 members 
Mstep: Class 16 contains 40838 members 
Mstep: Class 17 contains 8305 members 
Mstep: Class 18 contains 22512 members 
Mstep: Class 19 contains 16377 members 
Mstep: Class 20 contains 38798 members 
Mstep: Class 21 contains 13840 members 
Mstep: Class 22 contains 20444 members 
Mstep: Class 23 contains 12945 members 
Mstep: Class 24 contains 30856 members 
Mstep: Class 25 contains 4528 members 
Mstep: Class 26 contains 3526 members 
Mstep: Class 27 contains 22847 members 
Mstep: Class 28 contains 2766 members 
Mstep: Class 29 contains 10694 members 
Mstep: Class 30 contains 38673 members 
Mstep: Class 31 contains 17836 members 
Mstep: Class 32 contains 9027 members 
Mstep: Class 33 contains 16708 members 
Mstep: Class 34 contains 8671 members 
Mstep: Class 35 contains 19885 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 6674 members 
Mstep: Class 38 contains 15494 members 
Mstep: Class 39 contains 5614 members 
Mstep: Class 40 contains 2708 members 
Mstep: Class 41 contains 5032 members 
Mstep: Class 42 contains 6474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88080512.000000 Penalty: 85681.632812
Iteration 113Q: 43 clusters Score -8.808051e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 108401 members 
Mstep: Class 3 contains 21811 members 
Mstep: Class 4 contains 37337 members 
Mstep: Class 5 contains 66295 members 
Mstep: Class 6 contains 115182 members 
Mstep: Class 7 contains 6197 members 
Mstep: Class 8 contains 18996 members 
Mstep: Class 9 contains 19785 members 
Mstep: Class 10 contains 20720 members 
Mstep: Class 11 contains 49797 members 
Mstep: Class 12 contains 3811 members 
Mstep: Class 13 contains 9755 members 
Mstep: Class 14 contains 2199 members 
Mstep: Class 15 contains 5207 members 
Mstep: Class 16 contains 40857 members 
Mstep: Class 17 contains 8303 members 
Mstep: Class 18 contains 22471 members 
Mstep: Class 19 contains 16377 members 
Mstep: Class 20 contains 38777 members 
Mstep: Class 21 contains 13841 members 
Mstep: Class 22 contains 20427 members 
Mstep: Class 23 contains 12949 members 
Mstep: Class 24 contains 30846 members 
Mstep: Class 25 contains 4536 members 
Mstep: Class 26 contains 3528 members 
Mstep: Class 27 contains 22840 members 
Mstep: Class 28 contains 2766 members 
Mstep: Class 29 contains 10703 members 
Mstep: Class 30 contains 38703 members 
Mstep: Class 31 contains 17836 members 
Mstep: Class 32 contains 9053 members 
Mstep: Class 33 contains 16855 members 
Mstep: Class 34 contains 8689 members 
Mstep: Class 35 contains 19890 members 
Mstep: Class 36 contains 610 members 
Mstep: Class 37 contains 6669 members 
Mstep: Class 38 contains 15494 members 
Mstep: Class 39 contains 5611 members 
Mstep: Class 40 contains 2703 members 
Mstep: Class 41 contains 5032 members 
Mstep: Class 42 contains 6474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88080656.000000 Penalty: 85681.632812
Iteration 114Q: 43 clusters Score -8.808066e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 108431 members 
Mstep: Class 3 contains 21769 members 
Mstep: Class 4 contains 37333 members 
Mstep: Class 5 contains 66296 members 
Mstep: Class 6 contains 115175 members 
Mstep: Class 7 contains 6147 members 
Mstep: Class 8 contains 18886 members 
Mstep: Class 9 contains 19781 members 
Mstep: Class 10 contains 20767 members 
Mstep: Class 11 contains 49801 members 
Mstep: Class 12 contains 3820 members 
Mstep: Class 13 contains 9749 members 
Mstep: Class 14 contains 2213 members 
Mstep: Class 15 contains 5215 members 
Mstep: Class 16 contains 40864 members 
Mstep: Class 17 contains 8303 members 
Mstep: Class 18 contains 22436 members 
Mstep: Class 19 contains 16377 members 
Mstep: Class 20 contains 38754 members 
Mstep: Class 21 contains 13838 members 
Mstep: Class 22 contains 20419 members 
Mstep: Class 23 contains 12950 members 
Mstep: Class 24 contains 30837 members 
Mstep: Class 25 contains 4538 members 
Mstep: Class 26 contains 3523 members 
Mstep: Class 27 contains 22836 members 
Mstep: Class 28 contains 2766 members 
Mstep: Class 29 contains 10701 members 
Mstep: Class 30 contains 38726 members 
Mstep: Class 31 contains 17836 members 
Mstep: Class 32 contains 9086 members 
Mstep: Class 33 contains 16988 members 
Mstep: Class 34 contains 8696 members 
Mstep: Class 35 contains 19890 members 
Mstep: Class 36 contains 602 members 
Mstep: Class 37 contains 6661 members 
Mstep: Class 38 contains 15494 members 
Mstep: Class 39 contains 5617 members 
Mstep: Class 40 contains 2706 members 
Mstep: Class 41 contains 5032 members 
Mstep: Class 42 contains 6474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88080848.000000 Penalty: 85681.632812
Iteration 115Q: 43 clusters Score -8.808085e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 108458 members 
Mstep: Class 3 contains 21730 members 
Mstep: Class 4 contains 37333 members 
Mstep: Class 5 contains 66298 members 
Mstep: Class 6 contains 115172 members 
Mstep: Class 7 contains 6117 members 
Mstep: Class 8 contains 18778 members 
Mstep: Class 9 contains 19776 members 
Mstep: Class 10 contains 20818 members 
Mstep: Class 11 contains 49787 members 
Mstep: Class 12 contains 3838 members 
Mstep: Class 13 contains 9744 members 
Mstep: Class 14 contains 2223 members 
Mstep: Class 15 contains 5227 members 
Mstep: Class 16 contains 40884 members 
Mstep: Class 17 contains 8303 members 
Mstep: Class 18 contains 22386 members 
Mstep: Class 19 contains 16377 members 
Mstep: Class 20 contains 38728 members 
Mstep: Class 21 contains 13835 members 
Mstep: Class 22 contains 20404 members 
Mstep: Class 23 contains 12952 members 
Mstep: Class 24 contains 30828 members 
Mstep: Class 25 contains 4544 members 
Mstep: Class 26 contains 3520 members 
Mstep: Class 27 contains 22828 members 
Mstep: Class 28 contains 2766 members 
Mstep: Class 29 contains 10697 members 
Mstep: Class 30 contains 38747 members 
Mstep: Class 31 contains 17836 members 
Mstep: Class 32 contains 9125 members 
Mstep: Class 33 contains 17105 members 
Mstep: Class 34 contains 8706 members 
Mstep: Class 35 contains 19889 members 
Mstep: Class 36 contains 594 members 
Mstep: Class 37 contains 6647 members 
Mstep: Class 38 contains 15495 members 
Mstep: Class 39 contains 5626 members 
Mstep: Class 40 contains 2706 members 
Mstep: Class 41 contains 5032 members 
Mstep: Class 42 contains 6474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88081280.000000 Penalty: 85681.632812
Iteration 116Q: 43 clusters Score -8.808128e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 108472 members 
Mstep: Class 3 contains 21695 members 
Mstep: Class 4 contains 37340 members 
Mstep: Class 5 contains 66308 members 
Mstep: Class 6 contains 115165 members 
Mstep: Class 7 contains 6090 members 
Mstep: Class 8 contains 18672 members 
Mstep: Class 9 contains 19768 members 
Mstep: Class 10 contains 20872 members 
Mstep: Class 11 contains 49776 members 
Mstep: Class 12 contains 3852 members 
Mstep: Class 13 contains 9738 members 
Mstep: Class 14 contains 2231 members 
Mstep: Class 15 contains 5240 members 
Mstep: Class 16 contains 40911 members 
Mstep: Class 17 contains 8305 members 
Mstep: Class 18 contains 22372 members 
Mstep: Class 19 contains 16378 members 
Mstep: Class 20 contains 38699 members 
Mstep: Class 21 contains 13831 members 
Mstep: Class 22 contains 20394 members 
Mstep: Class 23 contains 12954 members 
Mstep: Class 24 contains 30821 members 
Mstep: Class 25 contains 4546 members 
Mstep: Class 26 contains 3517 members 
Mstep: Class 27 contains 22826 members 
Mstep: Class 28 contains 2766 members 
Mstep: Class 29 contains 10682 members 
Mstep: Class 30 contains 38769 members 
Mstep: Class 31 contains 17836 members 
Mstep: Class 32 contains 9156 members 
Mstep: Class 33 contains 17206 members 
Mstep: Class 34 contains 8714 members 
Mstep: Class 35 contains 19894 members 
Mstep: Class 36 contains 594 members 
Mstep: Class 37 contains 6627 members 
Mstep: Class 38 contains 15495 members 
Mstep: Class 39 contains 5616 members 
Mstep: Class 40 contains 2701 members 
Mstep: Class 41 contains 5032 members 
Mstep: Class 42 contains 6473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88081376.000000 Penalty: 85681.632812
Iteration 117Q: 43 clusters Score -8.808138e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 108478 members 
Mstep: Class 3 contains 21668 members 
Mstep: Class 4 contains 37344 members 
Mstep: Class 5 contains 66314 members 
Mstep: Class 6 contains 115157 members 
Mstep: Class 7 contains 6057 members 
Mstep: Class 8 contains 18565 members 
Mstep: Class 9 contains 19766 members 
Mstep: Class 10 contains 20931 members 
Mstep: Class 11 contains 49777 members 
Mstep: Class 12 contains 3865 members 
Mstep: Class 13 contains 9730 members 
Mstep: Class 14 contains 2239 members 
Mstep: Class 15 contains 5248 members 
Mstep: Class 16 contains 40930 members 
Mstep: Class 17 contains 8305 members 
Mstep: Class 18 contains 22379 members 
Mstep: Class 19 contains 16381 members 
Mstep: Class 20 contains 38663 members 
Mstep: Class 21 contains 13827 members 
Mstep: Class 22 contains 20381 members 
Mstep: Class 23 contains 12960 members 
Mstep: Class 24 contains 30817 members 
Mstep: Class 25 contains 4550 members 
Mstep: Class 26 contains 3514 members 
Mstep: Class 27 contains 22824 members 
Mstep: Class 28 contains 2766 members 
Mstep: Class 29 contains 10664 members 
Mstep: Class 30 contains 38795 members 
Mstep: Class 31 contains 17835 members 
Mstep: Class 32 contains 9177 members 
Mstep: Class 33 contains 17308 members 
Mstep: Class 34 contains 8717 members 
Mstep: Class 35 contains 19886 members 
Mstep: Class 36 contains 590 members 
Mstep: Class 37 contains 6616 members 
Mstep: Class 38 contains 15495 members 
Mstep: Class 39 contains 5613 members 
Mstep: Class 40 contains 2697 members 
Mstep: Class 41 contains 5032 members 
Mstep: Class 42 contains 6473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88081480.000000 Penalty: 85681.632812
Iteration 118Q: 43 clusters Score -8.808148e+07 nChanged 703
Entering ConstructFrom: 
Score: -88081480.000000 Penalty: 85681.632812
Entering ConstructFrom: 
Trying to split cluster 1 (11434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Entering Unmasked Estep 
Score: -1202901.375000 Penalty: 1390.438843
	Iteration 0F: 2 clusters Score -1202901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1195279.125000 Penalty: 2780.877686
	Iteration 0F: 3 clusters Score -1195279 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1197711.000000 Penalty: 2780.877686
	Iteration 1F: 3 clusters Score -1197711 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1198073.750000 Penalty: 2780.877686
	Iteration 2F: 3 clusters Score -1198074 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1198377.250000 Penalty: 2780.877686
	Iteration 3F: 3 clusters Score -1198377 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1198682.000000 Penalty: 2780.877686
	Iteration 4F: 3 clusters Score -1198682 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1199019.000000 Penalty: 2780.877686
	Iteration 5F: 3 clusters Score -1199019 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1199415.500000 Penalty: 2780.877686
	Iteration 6F: 3 clusters Score -1199416 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1199823.625000 Penalty: 2780.877686
	Iteration 7F: 3 clusters Score -1199824 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1200218.750000 Penalty: 2780.877686
	Iteration 8F: 3 clusters Score -1200219 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1200541.625000 Penalty: 2780.877686
	Iteration 9Q: 3 clusters Score -1200542 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1200799.250000 Penalty: 2780.877686
	Iteration 10Q: 3 clusters Score -1200799 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1201017.000000 Penalty: 2780.877686
	Iteration 11Q: 3 clusters Score -1201017 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1201211.125000 Penalty: 2780.877686
	Iteration 12Q: 3 clusters Score -1201211 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1201357.000000 Penalty: 2780.877686
	Iteration 13Q: 3 clusters Score -1201357 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1201454.000000 Penalty: 2780.877686
	Iteration 14Q: 3 clusters Score -1201454 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1201530.250000 Penalty: 2780.877686
	Iteration 15Q: 3 clusters Score -1201530 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1201593.375000 Penalty: 2780.877686
	Iteration 16Q: 3 clusters Score -1201593 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1201652.750000 Penalty: 2780.877686
	Iteration 17Q: 3 clusters Score -1201653 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1201708.250000 Penalty: 2780.877686
	Iteration 18Q: 3 clusters Score -1201708 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -1201758.000000 Penalty: 2780.877686
	Iteration 19Q: 3 clusters Score -1201758 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1201786.625000 Penalty: 2780.877686
	Iteration 20F: 3 clusters Score -1201787 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1201804.000000 Penalty: 2780.877686
	Iteration 21Q: 3 clusters Score -1201804 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1201826.500000 Penalty: 2780.877686
	Iteration 22Q: 3 clusters Score -1201826 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1201847.000000 Penalty: 2780.877686
	Iteration 23Q: 3 clusters Score -1201847 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1201855.625000 Penalty: 2780.877686
	Iteration 24Q: 3 clusters Score -1201856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1201860.625000 Penalty: 2780.877686
	Iteration 25Q: 3 clusters Score -1201861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -1201865.750000 Penalty: 2780.877686
	Iteration 26Q: 3 clusters Score -1201866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -1201873.500000 Penalty: 2780.877686
	Iteration 27Q: 3 clusters Score -1201874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1201880.625000 Penalty: 2780.877686
	Iteration 28Q: 3 clusters Score -1201881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -1201884.750000 Penalty: 2780.877686
	Iteration 29Q: 3 clusters Score -1201885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -1201892.375000 Penalty: 2780.877686
	Iteration 30Q: 3 clusters Score -1201892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1201897.250000 Penalty: 2780.877686
	Iteration 31Q: 3 clusters Score -1201897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1201900.500000 Penalty: 2780.877686
	Iteration 32Q: 3 clusters Score -1201900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1201901.000000 Penalty: 2780.877686
	Iteration 33Q: 3 clusters Score -1201901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1201905.000000 Penalty: 2780.877686
	Iteration 34Q: 3 clusters Score -1201905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1201905.000000 Penalty: 2780.877686
	Iteration 35F: 3 clusters Score -1201905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (108488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108488 members 
Entering Unmasked Estep 
Score: -10976524.000000 Penalty: 1725.245972
	Iteration 0F: 2 clusters Score -1.097652e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54297 members 
Mstep: Class 2 contains 54191 members 
Entering Unmasked Estep 
Score: -10905083.000000 Penalty: 3450.491943
	Iteration 0F: 3 clusters Score -1.090508e+07 nChanged 51331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55054 members 
Mstep: Class 2 contains 53434 members 
Entering Unmasked Estep 
Score: -10934231.000000 Penalty: 3450.491943
	Iteration 1F: 3 clusters Score -1.093423e+07 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55806 members 
Mstep: Class 2 contains 52682 members 
Entering Unmasked Estep 
Score: -10935184.000000 Penalty: 3450.491943
	Iteration 2Q: 3 clusters Score -1.093518e+07 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56924 members 
Mstep: Class 2 contains 51564 members 
Entering Unmasked Estep 
Score: -10936351.000000 Penalty: 3450.491943
	Iteration 3Q: 3 clusters Score -1.093635e+07 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58701 members 
Mstep: Class 2 contains 49787 members 
Entering Unmasked Estep 
Score: -10937666.000000 Penalty: 3450.491943
	Iteration 4Q: 3 clusters Score -1.093767e+07 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61410 members 
Mstep: Class 2 contains 47078 members 
Entering Unmasked Estep 
Score: -10939560.000000 Penalty: 3450.491943
	Iteration 5Q: 3 clusters Score -1.093956e+07 nChanged 5654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65188 members 
Mstep: Class 2 contains 43300 members 
Entering Unmasked Estep 
Score: -10942215.000000 Penalty: 3450.491943
	Iteration 6F: 3 clusters Score -1.094222e+07 nChanged 6585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70203 members 
Mstep: Class 2 contains 38285 members 
Entering Unmasked Estep 
Score: -10946037.000000 Penalty: 3450.491943
	Iteration 7F: 3 clusters Score -1.094604e+07 nChanged 7148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76271 members 
Mstep: Class 2 contains 32217 members 
Entering Unmasked Estep 
Score: -10950857.000000 Penalty: 3450.491943
	Iteration 8F: 3 clusters Score -1.095086e+07 nChanged 7159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82720 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
Score: -10956361.000000 Penalty: 3450.491943
	Iteration 9F: 3 clusters Score -1.095636e+07 nChanged 6354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88672 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -10961417.000000 Penalty: 3450.491943
	Iteration 10F: 3 clusters Score -1.096142e+07 nChanged 5004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93402 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -10965426.000000 Penalty: 3450.491943
	Iteration 11Q: 3 clusters Score -1.096543e+07 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96924 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -10968330.000000 Penalty: 3450.491943
	Iteration 12Q: 3 clusters Score -1.096833e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99517 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -10970374.000000 Penalty: 3450.491943
	Iteration 13Q: 3 clusters Score -1.097037e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101358 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -10971737.000000 Penalty: 3450.491943
	Iteration 14Q: 3 clusters Score -1.097174e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102678 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -10972704.000000 Penalty: 3450.491943
	Iteration 15Q: 3 clusters Score -1.09727e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103678 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -10973393.000000 Penalty: 3450.491943
	Iteration 16Q: 3 clusters Score -1.097339e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104457 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -10973919.000000 Penalty: 3450.491943
	Iteration 17Q: 3 clusters Score -1.097392e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105002 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -10974348.000000 Penalty: 3450.491943
	Iteration 18Q: 3 clusters Score -1.097435e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105418 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -10974711.000000 Penalty: 3450.491943
	Iteration 19Q: 3 clusters Score -1.097471e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105745 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -10974968.000000 Penalty: 3450.491943
	Iteration 20F: 3 clusters Score -1.097497e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105983 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -10975149.000000 Penalty: 3450.491943
	Iteration 21Q: 3 clusters Score -1.097515e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106170 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -10975279.000000 Penalty: 3450.491943
	Iteration 22Q: 3 clusters Score -1.097528e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106329 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -10975401.000000 Penalty: 3450.491943
	Iteration 23Q: 3 clusters Score -1.09754e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106438 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -10975507.000000 Penalty: 3450.491943
	Iteration 24Q: 3 clusters Score -1.097551e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106519 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -10975544.000000 Penalty: 3450.491943
	Iteration 25Q: 3 clusters Score -1.097554e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106573 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -10975603.000000 Penalty: 3450.491943
	Iteration 26Q: 3 clusters Score -1.09756e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106618 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -10975621.000000 Penalty: 3450.491943
	Iteration 27Q: 3 clusters Score -1.097562e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106661 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -10975630.000000 Penalty: 3450.491943
	Iteration 28Q: 3 clusters Score -1.097563e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106689 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -10975641.000000 Penalty: 3450.491943
	Iteration 29Q: 3 clusters Score -1.097564e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106703 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -10975638.000000 Penalty: 3450.491943
	Iteration 30Q: 3 clusters Score -1.097564e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106723 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -10975654.000000 Penalty: 3450.491943
	Iteration 31Q: 3 clusters Score -1.097565e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106749 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -10975664.000000 Penalty: 3450.491943
	Iteration 32Q: 3 clusters Score -1.097566e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106768 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -10975664.000000 Penalty: 3450.491943
	Iteration 33Q: 3 clusters Score -1.097566e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106782 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -10975667.000000 Penalty: 3450.491943
	Iteration 34Q: 3 clusters Score -1.097567e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106791 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -10975680.000000 Penalty: 3450.491943
	Iteration 35Q: 3 clusters Score -1.097568e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106798 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -10975672.000000 Penalty: 3450.491943
	Iteration 36Q: 3 clusters Score -1.097567e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106803 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -10975675.000000 Penalty: 3450.491943
	Iteration 37Q: 3 clusters Score -1.097568e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106801 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -10975686.000000 Penalty: 3450.491943
	Iteration 38Q: 3 clusters Score -1.097569e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106802 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -10975684.000000 Penalty: 3450.491943
	Iteration 39Q: 3 clusters Score -1.097568e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106804 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -10975689.000000 Penalty: 3450.491943
	Iteration 40F: 3 clusters Score -1.097569e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106801 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -10975686.000000 Penalty: 3450.491943
	Iteration 41Q: 3 clusters Score -1.097569e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106798 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -10975683.000000 Penalty: 3450.491943
	Iteration 42Q: 3 clusters Score -1.097568e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106793 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -10975690.000000 Penalty: 3450.491943
	Iteration 43Q: 3 clusters Score -1.097569e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106789 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -10975690.000000 Penalty: 3450.491943
	Iteration 44Q: 3 clusters Score -1.097569e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106789 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -10975682.000000 Penalty: 3450.491943
	Iteration 45Q: 3 clusters Score -1.097568e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106790 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -10975695.000000 Penalty: 3450.491943
	Iteration 46Q: 3 clusters Score -1.09757e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106789 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -10975685.000000 Penalty: 3450.491943
	Iteration 47Q: 3 clusters Score -1.097568e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106788 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -10975681.000000 Penalty: 3450.491943
	Iteration 48Q: 3 clusters Score -1.097568e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106788 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -10975681.000000 Penalty: 3450.491943
	Iteration 49F: 3 clusters Score -1.097568e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (21648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21648 members 
Entering Unmasked Estep 
Score: -2242659.250000 Penalty: 1485.421021
	Iteration 0F: 2 clusters Score -2242659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -2228433.750000 Penalty: 2970.842041
	Iteration 0F: 3 clusters Score -2228434 nChanged 9644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -2233514.000000 Penalty: 2970.842041
	Iteration 1F: 3 clusters Score -2233514 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -2233934.250000 Penalty: 2970.842041
	Iteration 2F: 3 clusters Score -2233934 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -2234291.500000 Penalty: 2970.842041
	Iteration 3Q: 3 clusters Score -2234292 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -2234651.000000 Penalty: 2970.842041
	Iteration 4Q: 3 clusters Score -2234651 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -2235004.000000 Penalty: 2970.842041
	Iteration 5Q: 3 clusters Score -2235004 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -2235453.750000 Penalty: 2970.842041
	Iteration 6Q: 3 clusters Score -2235454 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -2235990.500000 Penalty: 2970.842041
	Iteration 7Q: 3 clusters Score -2235990 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -2236661.750000 Penalty: 2970.842041
	Iteration 8Q: 3 clusters Score -2236662 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -2237475.000000 Penalty: 2970.842041
	Iteration 9Q: 3 clusters Score -2237475 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -2238352.750000 Penalty: 2970.842041
	Iteration 10Q: 3 clusters Score -2238353 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -2239206.500000 Penalty: 2970.842041
	Iteration 11Q: 3 clusters Score -2239206 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -2240050.250000 Penalty: 2970.842041
	Iteration 12Q: 3 clusters Score -2240050 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -2240767.500000 Penalty: 2970.842041
	Iteration 13Q: 3 clusters Score -2240768 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -2241257.750000 Penalty: 2970.842041
	Iteration 14Q: 3 clusters Score -2241258 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -2241554.750000 Penalty: 2970.842041
	Iteration 15Q: 3 clusters Score -2241555 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -2241704.000000 Penalty: 2970.842041
	Iteration 16Q: 3 clusters Score -2241704 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -2241793.750000 Penalty: 2970.842041
	Iteration 17Q: 3 clusters Score -2241794 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -2241859.750000 Penalty: 2970.842041
	Iteration 18Q: 3 clusters Score -2241860 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -2241915.500000 Penalty: 2970.842041
	Iteration 19Q: 3 clusters Score -2241916 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -2241961.000000 Penalty: 2970.842041
	Iteration 20F: 3 clusters Score -2241961 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -2241988.750000 Penalty: 2970.842041
	Iteration 21Q: 3 clusters Score -2241989 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -2242006.500000 Penalty: 2970.842041
	Iteration 22Q: 3 clusters Score -2242006 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -2242015.250000 Penalty: 2970.842041
	Iteration 23Q: 3 clusters Score -2242015 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -2242027.750000 Penalty: 2970.842041
	Iteration 24Q: 3 clusters Score -2242028 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -2242041.250000 Penalty: 2970.842041
	Iteration 25Q: 3 clusters Score -2242041 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -2242049.250000 Penalty: 2970.842041
	Iteration 26Q: 3 clusters Score -2242049 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -2242055.250000 Penalty: 2970.842041
	Iteration 27Q: 3 clusters Score -2242055 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -2242052.500000 Penalty: 2970.842041
	Iteration 28Q: 3 clusters Score -2242052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -2242058.750000 Penalty: 2970.842041
	Iteration 29Q: 3 clusters Score -2242059 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2242062.250000 Penalty: 2970.842041
	Iteration 30Q: 3 clusters Score -2242062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2242063.250000 Penalty: 2970.842041
	Iteration 31Q: 3 clusters Score -2242063 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -2242065.750000 Penalty: 2970.842041
	Iteration 32Q: 3 clusters Score -2242066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -2242065.250000 Penalty: 2970.842041
	Iteration 33Q: 3 clusters Score -2242065 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -2242064.000000 Penalty: 2970.842041
	Iteration 34Q: 3 clusters Score -2242064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -2242062.500000 Penalty: 2970.842041
	Iteration 35Q: 3 clusters Score -2242062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2242067.250000 Penalty: 2970.842041
	Iteration 36Q: 3 clusters Score -2242067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -2242073.500000 Penalty: 2970.842041
	Iteration 37Q: 3 clusters Score -2242074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -2242070.500000 Penalty: 2970.842041
	Iteration 38Q: 3 clusters Score -2242070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -2242077.000000 Penalty: 2970.842041
	Iteration 39Q: 3 clusters Score -2242077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -2242073.750000 Penalty: 2970.842041
	Iteration 40F: 3 clusters Score -2242074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -2242078.250000 Penalty: 2970.842041
	Iteration 41Q: 3 clusters Score -2242078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -2242076.000000 Penalty: 2970.842041
	Iteration 42Q: 3 clusters Score -2242076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -2242076.500000 Penalty: 2970.842041
	Iteration 43Q: 3 clusters Score -2242076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -2242078.750000 Penalty: 2970.842041
	Iteration 44Q: 3 clusters Score -2242079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2242080.750000 Penalty: 2970.842041
	Iteration 45Q: 3 clusters Score -2242081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -2242084.750000 Penalty: 2970.842041
	Iteration 46Q: 3 clusters Score -2242085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -2242083.000000 Penalty: 2970.842041
	Iteration 47Q: 3 clusters Score -2242083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2242079.000000 Penalty: 2970.842041
	Iteration 48Q: 3 clusters Score -2242079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -2242084.000000 Penalty: 2970.842041
	Iteration 49Q: 3 clusters Score -2242084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -2242084.250000 Penalty: 2970.842041
	Iteration 50Q: 3 clusters Score -2242084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -2242085.500000 Penalty: 2970.842041
	Iteration 51Q: 3 clusters Score -2242086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -2242086.250000 Penalty: 2970.842041
	Iteration 52Q: 3 clusters Score -2242086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -2242084.500000 Penalty: 2970.842041
	Iteration 53Q: 3 clusters Score -2242084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2242086.250000 Penalty: 2970.842041
	Iteration 54Q: 3 clusters Score -2242086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -2242088.250000 Penalty: 2970.842041
	Iteration 55Q: 3 clusters Score -2242088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2242091.250000 Penalty: 2970.842041
	Iteration 56Q: 3 clusters Score -2242091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -2242089.750000 Penalty: 2970.842041
	Iteration 57Q: 3 clusters Score -2242090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -2242091.500000 Penalty: 2970.842041
	Iteration 58Q: 3 clusters Score -2242092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2242094.750000 Penalty: 2970.842041
	Iteration 59Q: 3 clusters Score -2242095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2242096.000000 Penalty: 2970.842041
	Iteration 60F: 3 clusters Score -2242096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -2242092.250000 Penalty: 2970.842041
	Iteration 61Q: 3 clusters Score -2242092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2242096.750000 Penalty: 2970.842041
	Iteration 62Q: 3 clusters Score -2242097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2242096.750000 Penalty: 2970.842041
	Iteration 63F: 3 clusters Score -2242097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (37345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37345 members 
Entering Unmasked Estep 
Score: -3877793.750000 Penalty: 1566.559570
	Iteration 0F: 2 clusters Score -3877794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -3853376.750000 Penalty: 3133.119141
	Iteration 0F: 3 clusters Score -3853377 nChanged 16977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -3862974.250000 Penalty: 3133.119141
	Iteration 1F: 3 clusters Score -3862974 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -3863689.000000 Penalty: 3133.119141
	Iteration 2Q: 3 clusters Score -3863689 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -3864502.250000 Penalty: 3133.119141
	Iteration 3F: 3 clusters Score -3864502 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -3865412.750000 Penalty: 3133.119141
	Iteration 4F: 3 clusters Score -3865413 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -3866499.500000 Penalty: 3133.119141
	Iteration 5F: 3 clusters Score -3866500 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -3867736.500000 Penalty: 3133.119141
	Iteration 6F: 3 clusters Score -3867736 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -3869116.750000 Penalty: 3133.119141
	Iteration 7F: 3 clusters Score -3869117 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -3870468.250000 Penalty: 3133.119141
	Iteration 8F: 3 clusters Score -3870468 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -3871593.500000 Penalty: 3133.119141
	Iteration 9Q: 3 clusters Score -3871594 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -3872387.250000 Penalty: 3133.119141
	Iteration 10Q: 3 clusters Score -3872387 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -3872882.750000 Penalty: 3133.119141
	Iteration 11Q: 3 clusters Score -3872883 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -3873121.750000 Penalty: 3133.119141
	Iteration 12Q: 3 clusters Score -3873122 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -3873238.250000 Penalty: 3133.119141
	Iteration 13Q: 3 clusters Score -3873238 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -3873326.250000 Penalty: 3133.119141
	Iteration 14Q: 3 clusters Score -3873326 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -3873376.500000 Penalty: 3133.119141
	Iteration 15Q: 3 clusters Score -3873376 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -3873446.000000 Penalty: 3133.119141
	Iteration 16Q: 3 clusters Score -3873446 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -3873488.000000 Penalty: 3133.119141
	Iteration 17Q: 3 clusters Score -3873488 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -3873497.500000 Penalty: 3133.119141
	Iteration 18Q: 3 clusters Score -3873498 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -3873548.750000 Penalty: 3133.119141
	Iteration 19Q: 3 clusters Score -3873549 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19719 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -3873597.500000 Penalty: 3133.119141
	Iteration 20F: 3 clusters Score -3873598 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -3873660.250000 Penalty: 3133.119141
	Iteration 21Q: 3 clusters Score -3873660 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -3873734.750000 Penalty: 3133.119141
	Iteration 22Q: 3 clusters Score -3873735 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -3873802.750000 Penalty: 3133.119141
	Iteration 23Q: 3 clusters Score -3873803 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -3873882.000000 Penalty: 3133.119141
	Iteration 24Q: 3 clusters Score -3873882 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -3873974.250000 Penalty: 3133.119141
	Iteration 25Q: 3 clusters Score -3873974 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -3874074.500000 Penalty: 3133.119141
	Iteration 26Q: 3 clusters Score -3874074 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -3874206.250000 Penalty: 3133.119141
	Iteration 27Q: 3 clusters Score -3874206 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -3874347.750000 Penalty: 3133.119141
	Iteration 28Q: 3 clusters Score -3874348 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -3874537.000000 Penalty: 3133.119141
	Iteration 29Q: 3 clusters Score -3874537 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -3874713.500000 Penalty: 3133.119141
	Iteration 30Q: 3 clusters Score -3874714 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -3874892.250000 Penalty: 3133.119141
	Iteration 31Q: 3 clusters Score -3874892 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -3875077.250000 Penalty: 3133.119141
	Iteration 32Q: 3 clusters Score -3875077 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -3875171.500000 Penalty: 3133.119141
	Iteration 33Q: 3 clusters Score -3875172 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -3875283.500000 Penalty: 3133.119141
	Iteration 34Q: 3 clusters Score -3875284 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 22306 members 
Entering Unmasked Estep 
Score: -3875366.000000 Penalty: 3133.119141
	Iteration 35Q: 3 clusters Score -3875366 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -3875448.250000 Penalty: 3133.119141
	Iteration 36Q: 3 clusters Score -3875448 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -3875504.750000 Penalty: 3133.119141
	Iteration 37Q: 3 clusters Score -3875505 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -3875564.250000 Penalty: 3133.119141
	Iteration 38Q: 3 clusters Score -3875564 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -3875633.750000 Penalty: 3133.119141
	Iteration 39Q: 3 clusters Score -3875634 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -3875667.500000 Penalty: 3133.119141
	Iteration 40F: 3 clusters Score -3875668 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 23864 members 
Entering Unmasked Estep 
Score: -3875708.500000 Penalty: 3133.119141
	Iteration 41Q: 3 clusters Score -3875708 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 24057 members 
Entering Unmasked Estep 
Score: -3875721.500000 Penalty: 3133.119141
	Iteration 42Q: 3 clusters Score -3875722 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 24269 members 
Entering Unmasked Estep 
Score: -3875761.250000 Penalty: 3133.119141
	Iteration 43Q: 3 clusters Score -3875761 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -3875805.500000 Penalty: 3133.119141
	Iteration 44Q: 3 clusters Score -3875806 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 24710 members 
Entering Unmasked Estep 
Score: -3875836.000000 Penalty: 3133.119141
	Iteration 45Q: 3 clusters Score -3875836 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 24941 members 
Entering Unmasked Estep 
Score: -3875874.500000 Penalty: 3133.119141
	Iteration 46Q: 3 clusters Score -3875874 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 25165 members 
Entering Unmasked Estep 
Score: -3875924.000000 Penalty: 3133.119141
	Iteration 47Q: 3 clusters Score -3875924 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 25372 members 
Entering Unmasked Estep 
Score: -3875964.500000 Penalty: 3133.119141
	Iteration 48Q: 3 clusters Score -3875964 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -3875988.750000 Penalty: 3133.119141
	Iteration 49Q: 3 clusters Score -3875989 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 25711 members 
Entering Unmasked Estep 
Score: -3876019.000000 Penalty: 3133.119141
	Iteration 50Q: 3 clusters Score -3876019 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
Score: -3876033.000000 Penalty: 3133.119141
	Iteration 51Q: 3 clusters Score -3876033 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 26000 members 
Entering Unmasked Estep 
Score: -3876049.250000 Penalty: 3133.119141
	Iteration 52Q: 3 clusters Score -3876049 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 26139 members 
Entering Unmasked Estep 
Score: -3876057.250000 Penalty: 3133.119141
	Iteration 53Q: 3 clusters Score -3876057 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 26261 members 
Entering Unmasked Estep 
Score: -3876061.250000 Penalty: 3133.119141
	Iteration 54Q: 3 clusters Score -3876061 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 26380 members 
Entering Unmasked Estep 
Score: -3876090.000000 Penalty: 3133.119141
	Iteration 55Q: 3 clusters Score -3876090 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
Score: -3876113.500000 Penalty: 3133.119141
	Iteration 56Q: 3 clusters Score -3876114 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 26642 members 
Entering Unmasked Estep 
Score: -3876130.000000 Penalty: 3133.119141
	Iteration 57Q: 3 clusters Score -3876130 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 26770 members 
Entering Unmasked Estep 
Score: -3876133.250000 Penalty: 3133.119141
	Iteration 58Q: 3 clusters Score -3876133 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 26896 members 
Entering Unmasked Estep 
Score: -3876158.250000 Penalty: 3133.119141
	Iteration 59Q: 3 clusters Score -3876158 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 27023 members 
Entering Unmasked Estep 
Score: -3876171.250000 Penalty: 3133.119141
	Iteration 60F: 3 clusters Score -3876171 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 27154 members 
Entering Unmasked Estep 
Score: -3876187.500000 Penalty: 3133.119141
	Iteration 61Q: 3 clusters Score -3876188 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 27259 members 
Entering Unmasked Estep 
Score: -3876197.750000 Penalty: 3133.119141
	Iteration 62Q: 3 clusters Score -3876198 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -3876197.000000 Penalty: 3133.119141
	Iteration 63Q: 3 clusters Score -3876197 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 27446 members 
Entering Unmasked Estep 
Score: -3876199.000000 Penalty: 3133.119141
	Iteration 64Q: 3 clusters Score -3876199 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 27526 members 
Entering Unmasked Estep 
Score: -3876210.250000 Penalty: 3133.119141
	Iteration 65Q: 3 clusters Score -3876210 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 27605 members 
Entering Unmasked Estep 
Score: -3876226.250000 Penalty: 3133.119141
	Iteration 66Q: 3 clusters Score -3876226 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 27700 members 
Entering Unmasked Estep 
Score: -3876238.250000 Penalty: 3133.119141
	Iteration 67Q: 3 clusters Score -3876238 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 27800 members 
Entering Unmasked Estep 
Score: -3876246.750000 Penalty: 3133.119141
	Iteration 68Q: 3 clusters Score -3876247 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 27881 members 
Entering Unmasked Estep 
Score: -3876262.250000 Penalty: 3133.119141
	Iteration 69Q: 3 clusters Score -3876262 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 27959 members 
Entering Unmasked Estep 
Score: -3876268.000000 Penalty: 3133.119141
	Iteration 70Q: 3 clusters Score -3876268 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 28056 members 
Entering Unmasked Estep 
Score: -3876273.500000 Penalty: 3133.119141
	Iteration 71Q: 3 clusters Score -3876274 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 28140 members 
Entering Unmasked Estep 
Score: -3876298.500000 Penalty: 3133.119141
	Iteration 72Q: 3 clusters Score -3876298 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 28208 members 
Entering Unmasked Estep 
Score: -3876311.000000 Penalty: 3133.119141
	Iteration 73Q: 3 clusters Score -3876311 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 28277 members 
Entering Unmasked Estep 
Score: -3876310.250000 Penalty: 3133.119141
	Iteration 74Q: 3 clusters Score -3876310 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 28348 members 
Entering Unmasked Estep 
Score: -3876307.750000 Penalty: 3133.119141
	Iteration 75Q: 3 clusters Score -3876308 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 28421 members 
Entering Unmasked Estep 
Score: -3876332.000000 Penalty: 3133.119141
	Iteration 76Q: 3 clusters Score -3876332 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 28501 members 
Entering Unmasked Estep 
Score: -3876343.250000 Penalty: 3133.119141
	Iteration 77Q: 3 clusters Score -3876343 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 28588 members 
Entering Unmasked Estep 
Score: -3876349.000000 Penalty: 3133.119141
	Iteration 78Q: 3 clusters Score -3876349 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 28657 members 
Entering Unmasked Estep 
Score: -3876353.000000 Penalty: 3133.119141
	Iteration 79Q: 3 clusters Score -3876353 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 28722 members 
Entering Unmasked Estep 
Score: -3876365.250000 Penalty: 3133.119141
	Iteration 80F: 3 clusters Score -3876365 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 28788 members 
Entering Unmasked Estep 
Score: -3876368.750000 Penalty: 3133.119141
	Iteration 81Q: 3 clusters Score -3876369 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 28855 members 
Entering Unmasked Estep 
Score: -3876379.250000 Penalty: 3133.119141
	Iteration 82Q: 3 clusters Score -3876379 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 28928 members 
Entering Unmasked Estep 
Score: -3876386.250000 Penalty: 3133.119141
	Iteration 83Q: 3 clusters Score -3876386 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 28998 members 
Entering Unmasked Estep 
Score: -3876391.000000 Penalty: 3133.119141
	Iteration 84Q: 3 clusters Score -3876391 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 29075 members 
Entering Unmasked Estep 
Score: -3876400.750000 Penalty: 3133.119141
	Iteration 85Q: 3 clusters Score -3876401 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 29137 members 
Entering Unmasked Estep 
Score: -3876407.000000 Penalty: 3133.119141
	Iteration 86Q: 3 clusters Score -3876407 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 29203 members 
Entering Unmasked Estep 
Score: -3876413.000000 Penalty: 3133.119141
	Iteration 87Q: 3 clusters Score -3876413 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 29277 members 
Entering Unmasked Estep 
Score: -3876430.000000 Penalty: 3133.119141
	Iteration 88Q: 3 clusters Score -3876430 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 29359 members 
Entering Unmasked Estep 
Score: -3876435.250000 Penalty: 3133.119141
	Iteration 89Q: 3 clusters Score -3876435 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 29445 members 
Entering Unmasked Estep 
Score: -3876462.750000 Penalty: 3133.119141
	Iteration 90Q: 3 clusters Score -3876463 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 29527 members 
Entering Unmasked Estep 
Score: -3876466.250000 Penalty: 3133.119141
	Iteration 91Q: 3 clusters Score -3876466 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 29619 members 
Entering Unmasked Estep 
Score: -3876495.250000 Penalty: 3133.119141
	Iteration 92Q: 3 clusters Score -3876495 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 29728 members 
Entering Unmasked Estep 
Score: -3876514.750000 Penalty: 3133.119141
	Iteration 93Q: 3 clusters Score -3876515 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 29837 members 
Entering Unmasked Estep 
Score: -3876540.750000 Penalty: 3133.119141
	Iteration 94Q: 3 clusters Score -3876541 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 29946 members 
Entering Unmasked Estep 
Score: -3876561.500000 Penalty: 3133.119141
	Iteration 95Q: 3 clusters Score -3876562 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 30048 members 
Entering Unmasked Estep 
Score: -3876577.250000 Penalty: 3133.119141
	Iteration 96Q: 3 clusters Score -3876577 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 30157 members 
Entering Unmasked Estep 
Score: -3876582.500000 Penalty: 3133.119141
	Iteration 97Q: 3 clusters Score -3876582 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 30261 members 
Entering Unmasked Estep 
Score: -3876594.500000 Penalty: 3133.119141
	Iteration 98Q: 3 clusters Score -3876594 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 30366 members 
Entering Unmasked Estep 
Score: -3876616.250000 Penalty: 3133.119141
	Iteration 99Q: 3 clusters Score -3876616 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 30457 members 
Entering Unmasked Estep 
Score: -3876628.750000 Penalty: 3133.119141
	Iteration 100F: 3 clusters Score -3876629 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 30560 members 
Entering Unmasked Estep 
Score: -3876651.500000 Penalty: 3133.119141
	Iteration 101Q: 3 clusters Score -3876652 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 30655 members 
Entering Unmasked Estep 
Score: -3876656.750000 Penalty: 3133.119141
	Iteration 102Q: 3 clusters Score -3876657 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 30756 members 
Entering Unmasked Estep 
Score: -3876662.250000 Penalty: 3133.119141
	Iteration 103Q: 3 clusters Score -3876662 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 30851 members 
Entering Unmasked Estep 
Score: -3876682.250000 Penalty: 3133.119141
	Iteration 104Q: 3 clusters Score -3876682 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 30944 members 
Entering Unmasked Estep 
Score: -3876692.500000 Penalty: 3133.119141
	Iteration 105Q: 3 clusters Score -3876692 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 31040 members 
Entering Unmasked Estep 
Score: -3876719.500000 Penalty: 3133.119141
	Iteration 106Q: 3 clusters Score -3876720 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 31142 members 
Entering Unmasked Estep 
Score: -3876737.250000 Penalty: 3133.119141
	Iteration 107Q: 3 clusters Score -3876737 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 31238 members 
Entering Unmasked Estep 
Score: -3876750.750000 Penalty: 3133.119141
	Iteration 108Q: 3 clusters Score -3876751 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 31343 members 
Entering Unmasked Estep 
Score: -3876773.500000 Penalty: 3133.119141
	Iteration 109Q: 3 clusters Score -3876774 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 31447 members 
Entering Unmasked Estep 
Score: -3876807.250000 Penalty: 3133.119141
	Iteration 110Q: 3 clusters Score -3876807 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 31543 members 
Entering Unmasked Estep 
Score: -3876824.500000 Penalty: 3133.119141
	Iteration 111Q: 3 clusters Score -3876824 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 31648 members 
Entering Unmasked Estep 
Score: -3876832.000000 Penalty: 3133.119141
	Iteration 112Q: 3 clusters Score -3876832 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 31743 members 
Entering Unmasked Estep 
Score: -3876844.750000 Penalty: 3133.119141
	Iteration 113Q: 3 clusters Score -3876845 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 31836 members 
Entering Unmasked Estep 
Score: -3876870.000000 Penalty: 3133.119141
	Iteration 114Q: 3 clusters Score -3876870 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 31924 members 
Entering Unmasked Estep 
Score: -3876887.500000 Penalty: 3133.119141
	Iteration 115Q: 3 clusters Score -3876888 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 31999 members 
Entering Unmasked Estep 
Score: -3876893.000000 Penalty: 3133.119141
	Iteration 116Q: 3 clusters Score -3876893 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 32070 members 
Entering Unmasked Estep 
Score: -3876902.750000 Penalty: 3133.119141
	Iteration 117Q: 3 clusters Score -3876903 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 32146 members 
Entering Unmasked Estep 
Score: -3876902.000000 Penalty: 3133.119141
	Iteration 118Q: 3 clusters Score -3876902 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 32224 members 
Entering Unmasked Estep 
Score: -3876932.000000 Penalty: 3133.119141
	Iteration 119Q: 3 clusters Score -3876932 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 32295 members 
Entering Unmasked Estep 
Score: -3876938.000000 Penalty: 3133.119141
	Iteration 120F: 3 clusters Score -3876938 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 32368 members 
Entering Unmasked Estep 
Score: -3876946.000000 Penalty: 3133.119141
	Iteration 121Q: 3 clusters Score -3876946 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 32440 members 
Entering Unmasked Estep 
Score: -3876960.000000 Penalty: 3133.119141
	Iteration 122Q: 3 clusters Score -3876960 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 32492 members 
Entering Unmasked Estep 
Score: -3876962.500000 Penalty: 3133.119141
	Iteration 123Q: 3 clusters Score -3876962 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 32536 members 
Entering Unmasked Estep 
Score: -3876977.250000 Penalty: 3133.119141
	Iteration 124Q: 3 clusters Score -3876977 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 32580 members 
Entering Unmasked Estep 
Score: -3876983.500000 Penalty: 3133.119141
	Iteration 125Q: 3 clusters Score -3876984 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 32625 members 
Entering Unmasked Estep 
Score: -3876989.000000 Penalty: 3133.119141
	Iteration 126Q: 3 clusters Score -3876989 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 32683 members 
Entering Unmasked Estep 
Score: -3877004.250000 Penalty: 3133.119141
	Iteration 127Q: 3 clusters Score -3877004 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 32743 members 
Entering Unmasked Estep 
Score: -3877012.000000 Penalty: 3133.119141
	Iteration 128Q: 3 clusters Score -3877012 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 32806 members 
Entering Unmasked Estep 
Score: -3877024.500000 Penalty: 3133.119141
	Iteration 129Q: 3 clusters Score -3877024 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 32865 members 
Entering Unmasked Estep 
Score: -3877025.500000 Penalty: 3133.119141
	Iteration 130Q: 3 clusters Score -3877026 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 32918 members 
Entering Unmasked Estep 
Score: -3877039.250000 Penalty: 3133.119141
	Iteration 131Q: 3 clusters Score -3877039 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 32975 members 
Entering Unmasked Estep 
Score: -3877049.500000 Penalty: 3133.119141
	Iteration 132Q: 3 clusters Score -3877050 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 33014 members 
Entering Unmasked Estep 
Score: -3877065.250000 Penalty: 3133.119141
	Iteration 133Q: 3 clusters Score -3877065 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 33050 members 
Entering Unmasked Estep 
Score: -3877075.250000 Penalty: 3133.119141
	Iteration 134Q: 3 clusters Score -3877075 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 33081 members 
Entering Unmasked Estep 
Score: -3877068.500000 Penalty: 3133.119141
	Iteration 135Q: 3 clusters Score -3877068 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 33108 members 
Entering Unmasked Estep 
Score: -3877069.000000 Penalty: 3133.119141
	Iteration 136Q: 3 clusters Score -3877069 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 33133 members 
Entering Unmasked Estep 
Score: -3877073.000000 Penalty: 3133.119141
	Iteration 137Q: 3 clusters Score -3877073 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 33162 members 
Entering Unmasked Estep 
Score: -3877076.500000 Penalty: 3133.119141
	Iteration 138Q: 3 clusters Score -3877076 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 33192 members 
Entering Unmasked Estep 
Score: -3877090.500000 Penalty: 3133.119141
	Iteration 139Q: 3 clusters Score -3877090 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 33221 members 
Entering Unmasked Estep 
Score: -3877093.750000 Penalty: 3133.119141
	Iteration 140F: 3 clusters Score -3877094 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 33257 members 
Entering Unmasked Estep 
Score: -3877108.500000 Penalty: 3133.119141
	Iteration 141Q: 3 clusters Score -3877108 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 33301 members 
Entering Unmasked Estep 
Score: -3877118.500000 Penalty: 3133.119141
	Iteration 142Q: 3 clusters Score -3877118 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 33341 members 
Entering Unmasked Estep 
Score: -3877117.500000 Penalty: 3133.119141
	Iteration 143Q: 3 clusters Score -3877118 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 33380 members 
Entering Unmasked Estep 
Score: -3877116.500000 Penalty: 3133.119141
	Iteration 144Q: 3 clusters Score -3877116 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 33413 members 
Entering Unmasked Estep 
Score: -3877116.750000 Penalty: 3133.119141
	Iteration 145Q: 3 clusters Score -3877117 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 33440 members 
Entering Unmasked Estep 
Score: -3877126.500000 Penalty: 3133.119141
	Iteration 146Q: 3 clusters Score -3877126 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 33468 members 
Entering Unmasked Estep 
Score: -3877125.000000 Penalty: 3133.119141
	Iteration 147Q: 3 clusters Score -3877125 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 33503 members 
Entering Unmasked Estep 
Score: -3877131.250000 Penalty: 3133.119141
	Iteration 148Q: 3 clusters Score -3877131 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 33533 members 
Entering Unmasked Estep 
Score: -3877136.750000 Penalty: 3133.119141
	Iteration 149Q: 3 clusters Score -3877137 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 33565 members 
Entering Unmasked Estep 
Score: -3877146.500000 Penalty: 3133.119141
	Iteration 150Q: 3 clusters Score -3877146 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 33610 members 
Entering Unmasked Estep 
Score: -3877152.250000 Penalty: 3133.119141
	Iteration 151Q: 3 clusters Score -3877152 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 33654 members 
Entering Unmasked Estep 
Score: -3877166.000000 Penalty: 3133.119141
	Iteration 152Q: 3 clusters Score -3877166 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 33694 members 
Entering Unmasked Estep 
Score: -3877175.000000 Penalty: 3133.119141
	Iteration 153Q: 3 clusters Score -3877175 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 33740 members 
Entering Unmasked Estep 
Score: -3877178.000000 Penalty: 3133.119141
	Iteration 154Q: 3 clusters Score -3877178 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 33762 members 
Entering Unmasked Estep 
Score: -3877178.000000 Penalty: 3133.119141
	Iteration 155Q: 3 clusters Score -3877178 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 33784 members 
Entering Unmasked Estep 
Score: -3877190.750000 Penalty: 3133.119141
	Iteration 156Q: 3 clusters Score -3877191 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 33803 members 
Entering Unmasked Estep 
Score: -3877196.500000 Penalty: 3133.119141
	Iteration 157Q: 3 clusters Score -3877196 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 33820 members 
Entering Unmasked Estep 
Score: -3877198.750000 Penalty: 3133.119141
	Iteration 158Q: 3 clusters Score -3877199 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 33837 members 
Entering Unmasked Estep 
Score: -3877201.750000 Penalty: 3133.119141
	Iteration 159Q: 3 clusters Score -3877202 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 33854 members 
Entering Unmasked Estep 
Score: -3877207.250000 Penalty: 3133.119141
	Iteration 160F: 3 clusters Score -3877207 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 33875 members 
Entering Unmasked Estep 
Score: -3877217.750000 Penalty: 3133.119141
	Iteration 161Q: 3 clusters Score -3877218 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 33891 members 
Entering Unmasked Estep 
Score: -3877211.750000 Penalty: 3133.119141
	Iteration 162Q: 3 clusters Score -3877212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 33903 members 
Entering Unmasked Estep 
Score: -3877213.500000 Penalty: 3133.119141
	Iteration 163Q: 3 clusters Score -3877214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 33911 members 
Entering Unmasked Estep 
Score: -3877212.250000 Penalty: 3133.119141
	Iteration 164Q: 3 clusters Score -3877212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 33917 members 
Entering Unmasked Estep 
Score: -3877222.000000 Penalty: 3133.119141
	Iteration 165Q: 3 clusters Score -3877222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 33924 members 
Entering Unmasked Estep 
Score: -3877221.000000 Penalty: 3133.119141
	Iteration 166Q: 3 clusters Score -3877221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 33934 members 
Entering Unmasked Estep 
Score: -3877222.500000 Penalty: 3133.119141
	Iteration 167Q: 3 clusters Score -3877222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 33940 members 
Entering Unmasked Estep 
Score: -3877217.500000 Penalty: 3133.119141
	Iteration 168Q: 3 clusters Score -3877218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 33950 members 
Entering Unmasked Estep 
Score: -3877216.000000 Penalty: 3133.119141
	Iteration 169Q: 3 clusters Score -3877216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 33960 members 
Entering Unmasked Estep 
Score: -3877222.000000 Penalty: 3133.119141
	Iteration 170Q: 3 clusters Score -3877222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 33967 members 
Entering Unmasked Estep 
Score: -3877224.000000 Penalty: 3133.119141
	Iteration 171Q: 3 clusters Score -3877224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 33971 members 
Entering Unmasked Estep 
Score: -3877225.000000 Penalty: 3133.119141
	Iteration 172Q: 3 clusters Score -3877225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 33974 members 
Entering Unmasked Estep 
Score: -3877227.500000 Penalty: 3133.119141
	Iteration 173Q: 3 clusters Score -3877228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 33977 members 
Entering Unmasked Estep 
Score: -3877228.500000 Penalty: 3133.119141
	Iteration 174Q: 3 clusters Score -3877228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 33979 members 
Entering Unmasked Estep 
Score: -3877225.250000 Penalty: 3133.119141
	Iteration 175Q: 3 clusters Score -3877225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 33981 members 
Entering Unmasked Estep 
Score: -3877218.000000 Penalty: 3133.119141
	Iteration 176Q: 3 clusters Score -3877218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 33982 members 
Entering Unmasked Estep 
Score: -3877220.750000 Penalty: 3133.119141
	Iteration 177Q: 3 clusters Score -3877221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 33982 members 
Entering Unmasked Estep 
Score: -3877220.750000 Penalty: 3133.119141
	Iteration 178F: 3 clusters Score -3877221 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (66317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66317 members 
Entering Unmasked Estep 
Score: -6822931.500000 Penalty: 1652.007568
	Iteration 0F: 2 clusters Score -6822932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33188 members 
Mstep: Class 2 contains 33129 members 
Entering Unmasked Estep 
Score: -6779675.000000 Penalty: 3304.015137
	Iteration 0F: 3 clusters Score -6779675 nChanged 30998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33046 members 
Mstep: Class 2 contains 33271 members 
Entering Unmasked Estep 
Score: -6797206.500000 Penalty: 3304.015137
	Iteration 1F: 3 clusters Score -6797206 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32880 members 
Mstep: Class 2 contains 33437 members 
Entering Unmasked Estep 
Score: -6798263.500000 Penalty: 3304.015137
	Iteration 2Q: 3 clusters Score -6798264 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32596 members 
Mstep: Class 2 contains 33721 members 
Entering Unmasked Estep 
Score: -6799681.500000 Penalty: 3304.015137
	Iteration 3Q: 3 clusters Score -6799682 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32303 members 
Mstep: Class 2 contains 34014 members 
Entering Unmasked Estep 
Score: -6801503.500000 Penalty: 3304.015137
	Iteration 4F: 3 clusters Score -6801504 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32030 members 
Mstep: Class 2 contains 34287 members 
Entering Unmasked Estep 
Score: -6803618.000000 Penalty: 3304.015137
	Iteration 5F: 3 clusters Score -6803618 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31779 members 
Mstep: Class 2 contains 34538 members 
Entering Unmasked Estep 
Score: -6805922.000000 Penalty: 3304.015137
	Iteration 6F: 3 clusters Score -6805922 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31624 members 
Mstep: Class 2 contains 34693 members 
Entering Unmasked Estep 
Score: -6808486.500000 Penalty: 3304.015137
	Iteration 7F: 3 clusters Score -6808486 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31586 members 
Mstep: Class 2 contains 34731 members 
Entering Unmasked Estep 
Score: -6810993.000000 Penalty: 3304.015137
	Iteration 8F: 3 clusters Score -6810993 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31758 members 
Mstep: Class 2 contains 34559 members 
Entering Unmasked Estep 
Score: -6813407.000000 Penalty: 3304.015137
	Iteration 9F: 3 clusters Score -6813407 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32017 members 
Mstep: Class 2 contains 34300 members 
Entering Unmasked Estep 
Score: -6815276.000000 Penalty: 3304.015137
	Iteration 10Q: 3 clusters Score -6815276 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32238 members 
Mstep: Class 2 contains 34079 members 
Entering Unmasked Estep 
Score: -6816554.500000 Penalty: 3304.015137
	Iteration 11Q: 3 clusters Score -6816554 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32407 members 
Mstep: Class 2 contains 33910 members 
Entering Unmasked Estep 
Score: -6817360.000000 Penalty: 3304.015137
	Iteration 12Q: 3 clusters Score -6817360 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32542 members 
Mstep: Class 2 contains 33775 members 
Entering Unmasked Estep 
Score: -6817818.500000 Penalty: 3304.015137
	Iteration 13Q: 3 clusters Score -6817818 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32664 members 
Mstep: Class 2 contains 33653 members 
Entering Unmasked Estep 
Score: -6818123.000000 Penalty: 3304.015137
	Iteration 14Q: 3 clusters Score -6818123 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32799 members 
Mstep: Class 2 contains 33518 members 
Entering Unmasked Estep 
Score: -6818432.000000 Penalty: 3304.015137
	Iteration 15Q: 3 clusters Score -6818432 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32876 members 
Mstep: Class 2 contains 33441 members 
Entering Unmasked Estep 
Score: -6818654.000000 Penalty: 3304.015137
	Iteration 16Q: 3 clusters Score -6818654 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32911 members 
Mstep: Class 2 contains 33406 members 
Entering Unmasked Estep 
Score: -6818863.500000 Penalty: 3304.015137
	Iteration 17Q: 3 clusters Score -6818864 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32932 members 
Mstep: Class 2 contains 33385 members 
Entering Unmasked Estep 
Score: -6819071.500000 Penalty: 3304.015137
	Iteration 18Q: 3 clusters Score -6819072 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32913 members 
Mstep: Class 2 contains 33404 members 
Entering Unmasked Estep 
Score: -6819267.000000 Penalty: 3304.015137
	Iteration 19Q: 3 clusters Score -6819267 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32860 members 
Mstep: Class 2 contains 33457 members 
Entering Unmasked Estep 
Score: -6819435.500000 Penalty: 3304.015137
	Iteration 20F: 3 clusters Score -6819436 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32774 members 
Mstep: Class 2 contains 33543 members 
Entering Unmasked Estep 
Score: -6819583.000000 Penalty: 3304.015137
	Iteration 21Q: 3 clusters Score -6819583 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32668 members 
Mstep: Class 2 contains 33649 members 
Entering Unmasked Estep 
Score: -6819715.000000 Penalty: 3304.015137
	Iteration 22Q: 3 clusters Score -6819715 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32568 members 
Mstep: Class 2 contains 33749 members 
Entering Unmasked Estep 
Score: -6819831.000000 Penalty: 3304.015137
	Iteration 23Q: 3 clusters Score -6819831 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32480 members 
Mstep: Class 2 contains 33837 members 
Entering Unmasked Estep 
Score: -6819939.500000 Penalty: 3304.015137
	Iteration 24Q: 3 clusters Score -6819940 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32396 members 
Mstep: Class 2 contains 33921 members 
Entering Unmasked Estep 
Score: -6820020.500000 Penalty: 3304.015137
	Iteration 25Q: 3 clusters Score -6820020 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32331 members 
Mstep: Class 2 contains 33986 members 
Entering Unmasked Estep 
Score: -6820059.500000 Penalty: 3304.015137
	Iteration 26Q: 3 clusters Score -6820060 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32260 members 
Mstep: Class 2 contains 34057 members 
Entering Unmasked Estep 
Score: -6820092.000000 Penalty: 3304.015137
	Iteration 27Q: 3 clusters Score -6820092 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32180 members 
Mstep: Class 2 contains 34137 members 
Entering Unmasked Estep 
Score: -6820122.000000 Penalty: 3304.015137
	Iteration 28Q: 3 clusters Score -6820122 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32102 members 
Mstep: Class 2 contains 34215 members 
Entering Unmasked Estep 
Score: -6820130.500000 Penalty: 3304.015137
	Iteration 29Q: 3 clusters Score -6820130 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32037 members 
Mstep: Class 2 contains 34280 members 
Entering Unmasked Estep 
Score: -6820147.500000 Penalty: 3304.015137
	Iteration 30Q: 3 clusters Score -6820148 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32000 members 
Mstep: Class 2 contains 34317 members 
Entering Unmasked Estep 
Score: -6820186.500000 Penalty: 3304.015137
	Iteration 31Q: 3 clusters Score -6820186 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31956 members 
Mstep: Class 2 contains 34361 members 
Entering Unmasked Estep 
Score: -6820200.000000 Penalty: 3304.015137
	Iteration 32Q: 3 clusters Score -6820200 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31906 members 
Mstep: Class 2 contains 34411 members 
Entering Unmasked Estep 
Score: -6820203.500000 Penalty: 3304.015137
	Iteration 33Q: 3 clusters Score -6820204 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31836 members 
Mstep: Class 2 contains 34481 members 
Entering Unmasked Estep 
Score: -6820226.000000 Penalty: 3304.015137
	Iteration 34Q: 3 clusters Score -6820226 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31772 members 
Mstep: Class 2 contains 34545 members 
Entering Unmasked Estep 
Score: -6820235.000000 Penalty: 3304.015137
	Iteration 35Q: 3 clusters Score -6820235 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31713 members 
Mstep: Class 2 contains 34604 members 
Entering Unmasked Estep 
Score: -6820223.500000 Penalty: 3304.015137
	Iteration 36Q: 3 clusters Score -6820224 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31666 members 
Mstep: Class 2 contains 34651 members 
Entering Unmasked Estep 
Score: -6820235.000000 Penalty: 3304.015137
	Iteration 37Q: 3 clusters Score -6820235 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31641 members 
Mstep: Class 2 contains 34676 members 
Entering Unmasked Estep 
Score: -6820230.500000 Penalty: 3304.015137
	Iteration 38Q: 3 clusters Score -6820230 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31619 members 
Mstep: Class 2 contains 34698 members 
Entering Unmasked Estep 
Score: -6820231.500000 Penalty: 3304.015137
	Iteration 39Q: 3 clusters Score -6820232 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31587 members 
Mstep: Class 2 contains 34730 members 
Entering Unmasked Estep 
Score: -6820228.500000 Penalty: 3304.015137
	Iteration 40F: 3 clusters Score -6820228 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31556 members 
Mstep: Class 2 contains 34761 members 
Entering Unmasked Estep 
Score: -6820236.500000 Penalty: 3304.015137
	Iteration 41Q: 3 clusters Score -6820236 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31534 members 
Mstep: Class 2 contains 34783 members 
Entering Unmasked Estep 
Score: -6820231.500000 Penalty: 3304.015137
	Iteration 42Q: 3 clusters Score -6820232 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31516 members 
Mstep: Class 2 contains 34801 members 
Entering Unmasked Estep 
Score: -6820227.500000 Penalty: 3304.015137
	Iteration 43Q: 3 clusters Score -6820228 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31508 members 
Mstep: Class 2 contains 34809 members 
Entering Unmasked Estep 
Score: -6820229.500000 Penalty: 3304.015137
	Iteration 44Q: 3 clusters Score -6820230 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31505 members 
Mstep: Class 2 contains 34812 members 
Entering Unmasked Estep 
Score: -6820223.000000 Penalty: 3304.015137
	Iteration 45Q: 3 clusters Score -6820223 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31505 members 
Mstep: Class 2 contains 34812 members 
Entering Unmasked Estep 
Score: -6820221.000000 Penalty: 3304.015137
	Iteration 46Q: 3 clusters Score -6820221 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31502 members 
Mstep: Class 2 contains 34815 members 
Entering Unmasked Estep 
Score: -6820211.000000 Penalty: 3304.015137
	Iteration 47Q: 3 clusters Score -6820211 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31495 members 
Mstep: Class 2 contains 34822 members 
Entering Unmasked Estep 
Score: -6820211.500000 Penalty: 3304.015137
	Iteration 48Q: 3 clusters Score -6820212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31491 members 
Mstep: Class 2 contains 34826 members 
Entering Unmasked Estep 
Score: -6820212.500000 Penalty: 3304.015137
	Iteration 49Q: 3 clusters Score -6820212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31481 members 
Mstep: Class 2 contains 34836 members 
Entering Unmasked Estep 
Score: -6820211.000000 Penalty: 3304.015137
	Iteration 50Q: 3 clusters Score -6820211 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31476 members 
Mstep: Class 2 contains 34841 members 
Entering Unmasked Estep 
Score: -6820207.000000 Penalty: 3304.015137
	Iteration 51Q: 3 clusters Score -6820207 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31469 members 
Mstep: Class 2 contains 34848 members 
Entering Unmasked Estep 
Score: -6820210.500000 Penalty: 3304.015137
	Iteration 52Q: 3 clusters Score -6820210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31460 members 
Mstep: Class 2 contains 34857 members 
Entering Unmasked Estep 
Score: -6820224.000000 Penalty: 3304.015137
	Iteration 53Q: 3 clusters Score -6820224 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31449 members 
Mstep: Class 2 contains 34868 members 
Entering Unmasked Estep 
Score: -6820230.500000 Penalty: 3304.015137
	Iteration 54Q: 3 clusters Score -6820230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31441 members 
Mstep: Class 2 contains 34876 members 
Entering Unmasked Estep 
Score: -6820221.000000 Penalty: 3304.015137
	Iteration 55Q: 3 clusters Score -6820221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31432 members 
Mstep: Class 2 contains 34885 members 
Entering Unmasked Estep 
Score: -6820221.000000 Penalty: 3304.015137
	Iteration 56Q: 3 clusters Score -6820221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31426 members 
Mstep: Class 2 contains 34891 members 
Entering Unmasked Estep 
Score: -6820222.500000 Penalty: 3304.015137
	Iteration 57Q: 3 clusters Score -6820222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31422 members 
Mstep: Class 2 contains 34895 members 
Entering Unmasked Estep 
Score: -6820214.000000 Penalty: 3304.015137
	Iteration 58Q: 3 clusters Score -6820214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31414 members 
Mstep: Class 2 contains 34903 members 
Entering Unmasked Estep 
Score: -6820223.500000 Penalty: 3304.015137
	Iteration 59Q: 3 clusters Score -6820224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31402 members 
Mstep: Class 2 contains 34915 members 
Entering Unmasked Estep 
Score: -6820220.000000 Penalty: 3304.015137
	Iteration 60F: 3 clusters Score -6820220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31392 members 
Mstep: Class 2 contains 34925 members 
Entering Unmasked Estep 
Score: -6820213.500000 Penalty: 3304.015137
	Iteration 61Q: 3 clusters Score -6820214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31386 members 
Mstep: Class 2 contains 34931 members 
Entering Unmasked Estep 
Score: -6820218.000000 Penalty: 3304.015137
	Iteration 62Q: 3 clusters Score -6820218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31382 members 
Mstep: Class 2 contains 34935 members 
Entering Unmasked Estep 
Score: -6820218.500000 Penalty: 3304.015137
	Iteration 63Q: 3 clusters Score -6820218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31378 members 
Mstep: Class 2 contains 34939 members 
Entering Unmasked Estep 
Score: -6820218.000000 Penalty: 3304.015137
	Iteration 64Q: 3 clusters Score -6820218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31374 members 
Mstep: Class 2 contains 34943 members 
Entering Unmasked Estep 
Score: -6820218.000000 Penalty: 3304.015137
	Iteration 65Q: 3 clusters Score -6820218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31373 members 
Mstep: Class 2 contains 34944 members 
Entering Unmasked Estep 
Score: -6820220.000000 Penalty: 3304.015137
	Iteration 66Q: 3 clusters Score -6820220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31370 members 
Mstep: Class 2 contains 34947 members 
Entering Unmasked Estep 
Score: -6820217.000000 Penalty: 3304.015137
	Iteration 67Q: 3 clusters Score -6820217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31368 members 
Mstep: Class 2 contains 34949 members 
Entering Unmasked Estep 
Score: -6820217.000000 Penalty: 3304.015137
	Iteration 68Q: 3 clusters Score -6820217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31365 members 
Mstep: Class 2 contains 34952 members 
Entering Unmasked Estep 
Score: -6820222.500000 Penalty: 3304.015137
	Iteration 69Q: 3 clusters Score -6820222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31364 members 
Mstep: Class 2 contains 34953 members 
Entering Unmasked Estep 
Score: -6820225.500000 Penalty: 3304.015137
	Iteration 70Q: 3 clusters Score -6820226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31364 members 
Mstep: Class 2 contains 34953 members 
Entering Unmasked Estep 
Score: -6820225.500000 Penalty: 3304.015137
	Iteration 71F: 3 clusters Score -6820226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (115148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115148 members 
Entering Unmasked Estep 
Score: -11586813.000000 Penalty: 1734.111328
	Iteration 0F: 2 clusters Score -1.158681e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57373 members 
Mstep: Class 2 contains 57775 members 
Entering Unmasked Estep 
Score: -11510787.000000 Penalty: 3468.222656
	Iteration 0F: 3 clusters Score -1.151079e+07 nChanged 54753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54156 members 
Mstep: Class 2 contains 60992 members 
Entering Unmasked Estep 
Score: -11543061.000000 Penalty: 3468.222656
	Iteration 1F: 3 clusters Score -1.154306e+07 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52204 members 
Mstep: Class 2 contains 62944 members 
Entering Unmasked Estep 
Score: -11544484.000000 Penalty: 3468.222656
	Iteration 2Q: 3 clusters Score -1.154448e+07 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49379 members 
Mstep: Class 2 contains 65769 members 
Entering Unmasked Estep 
Score: -11546213.000000 Penalty: 3468.222656
	Iteration 3Q: 3 clusters Score -1.154621e+07 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45297 members 
Mstep: Class 2 contains 69851 members 
Entering Unmasked Estep 
Score: -11548736.000000 Penalty: 3468.222656
	Iteration 4Q: 3 clusters Score -1.154874e+07 nChanged 6702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39605 members 
Mstep: Class 2 contains 75543 members 
Entering Unmasked Estep 
Score: -11552708.000000 Penalty: 3468.222656
	Iteration 5F: 3 clusters Score -1.155271e+07 nChanged 8006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32295 members 
Mstep: Class 2 contains 82853 members 
Entering Unmasked Estep 
Score: -11558321.000000 Penalty: 3468.222656
	Iteration 6F: 3 clusters Score -1.155832e+07 nChanged 8648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 91009 members 
Entering Unmasked Estep 
Score: -11565556.000000 Penalty: 3468.222656
	Iteration 7F: 3 clusters Score -1.156556e+07 nChanged 7765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 98502 members 
Entering Unmasked Estep 
Score: -11572545.000000 Penalty: 3468.222656
	Iteration 8F: 3 clusters Score -1.157254e+07 nChanged 5797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 104123 members 
Entering Unmasked Estep 
Score: -11577640.000000 Penalty: 3468.222656
	Iteration 9F: 3 clusters Score -1.157764e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 107770 members 
Entering Unmasked Estep 
Score: -11580798.000000 Penalty: 3468.222656
	Iteration 10Q: 3 clusters Score -1.15808e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 110114 members 
Entering Unmasked Estep 
Score: -11582810.000000 Penalty: 3468.222656
	Iteration 11Q: 3 clusters Score -1.158281e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 111554 members 
Entering Unmasked Estep 
Score: -11583944.000000 Penalty: 3468.222656
	Iteration 12Q: 3 clusters Score -1.158394e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 112391 members 
Entering Unmasked Estep 
Score: -11584638.000000 Penalty: 3468.222656
	Iteration 13Q: 3 clusters Score -1.158464e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 112863 members 
Entering Unmasked Estep 
Score: -11585017.000000 Penalty: 3468.222656
	Iteration 14Q: 3 clusters Score -1.158502e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 113153 members 
Entering Unmasked Estep 
Score: -11585299.000000 Penalty: 3468.222656
	Iteration 15Q: 3 clusters Score -1.15853e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 113329 members 
Entering Unmasked Estep 
Score: -11585496.000000 Penalty: 3468.222656
	Iteration 16Q: 3 clusters Score -1.15855e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 113431 members 
Entering Unmasked Estep 
Score: -11585617.000000 Penalty: 3468.222656
	Iteration 17Q: 3 clusters Score -1.158562e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 113501 members 
Entering Unmasked Estep 
Score: -11585716.000000 Penalty: 3468.222656
	Iteration 18Q: 3 clusters Score -1.158572e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 113539 members 
Entering Unmasked Estep 
Score: -11585783.000000 Penalty: 3468.222656
	Iteration 19Q: 3 clusters Score -1.158578e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 113537 members 
Entering Unmasked Estep 
Score: -11585819.000000 Penalty: 3468.222656
	Iteration 20F: 3 clusters Score -1.158582e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 113531 members 
Entering Unmasked Estep 
Score: -11585844.000000 Penalty: 3468.222656
	Iteration 21Q: 3 clusters Score -1.158584e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 113532 members 
Entering Unmasked Estep 
Score: -11585859.000000 Penalty: 3468.222656
	Iteration 22Q: 3 clusters Score -1.158586e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 113532 members 
Entering Unmasked Estep 
Score: -11585856.000000 Penalty: 3468.222656
	Iteration 23Q: 3 clusters Score -1.158586e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 113520 members 
Entering Unmasked Estep 
Score: -11585885.000000 Penalty: 3468.222656
	Iteration 24Q: 3 clusters Score -1.158588e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 113513 members 
Entering Unmasked Estep 
Score: -11585899.000000 Penalty: 3468.222656
	Iteration 25Q: 3 clusters Score -1.15859e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 113508 members 
Entering Unmasked Estep 
Score: -11585889.000000 Penalty: 3468.222656
	Iteration 26Q: 3 clusters Score -1.158589e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 113507 members 
Entering Unmasked Estep 
Score: -11585889.000000 Penalty: 3468.222656
	Iteration 27Q: 3 clusters Score -1.158589e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 113507 members 
Entering Unmasked Estep 
Score: -11585902.000000 Penalty: 3468.222656
	Iteration 28Q: 3 clusters Score -1.15859e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 113510 members 
Entering Unmasked Estep 
Score: -11585908.000000 Penalty: 3468.222656
	Iteration 29Q: 3 clusters Score -1.158591e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 113517 members 
Entering Unmasked Estep 
Score: -11585917.000000 Penalty: 3468.222656
	Iteration 30Q: 3 clusters Score -1.158592e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 113518 members 
Entering Unmasked Estep 
Score: -11585914.000000 Penalty: 3468.222656
	Iteration 31Q: 3 clusters Score -1.158591e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 113519 members 
Entering Unmasked Estep 
Score: -11585912.000000 Penalty: 3468.222656
	Iteration 32Q: 3 clusters Score -1.158591e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 113524 members 
Entering Unmasked Estep 
Score: -11585929.000000 Penalty: 3468.222656
	Iteration 33Q: 3 clusters Score -1.158593e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 113526 members 
Entering Unmasked Estep 
Score: -11585927.000000 Penalty: 3468.222656
	Iteration 34Q: 3 clusters Score -1.158593e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 113526 members 
Entering Unmasked Estep 
Score: -11585929.000000 Penalty: 3468.222656
	Iteration 35Q: 3 clusters Score -1.158593e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 113527 members 
Entering Unmasked Estep 
Score: -11585948.000000 Penalty: 3468.222656
	Iteration 36Q: 3 clusters Score -1.158595e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 113524 members 
Entering Unmasked Estep 
Score: -11585938.000000 Penalty: 3468.222656
	Iteration 37Q: 3 clusters Score -1.158594e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 113524 members 
Entering Unmasked Estep 
Score: -11585933.000000 Penalty: 3468.222656
	Iteration 38Q: 3 clusters Score -1.158593e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 113523 members 
Entering Unmasked Estep 
Score: -11585939.000000 Penalty: 3468.222656
	Iteration 39Q: 3 clusters Score -1.158594e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 113525 members 
Entering Unmasked Estep 
Score: -11585945.000000 Penalty: 3468.222656
	Iteration 40F: 3 clusters Score -1.158594e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 113527 members 
Entering Unmasked Estep 
Score: -11585945.000000 Penalty: 3468.222656
	Iteration 41Q: 3 clusters Score -1.158594e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 113524 members 
Entering Unmasked Estep 
Score: -11585948.000000 Penalty: 3468.222656
	Iteration 42Q: 3 clusters Score -1.158595e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 113524 members 
Entering Unmasked Estep 
Score: -11585945.000000 Penalty: 3468.222656
	Iteration 43Q: 3 clusters Score -1.158594e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 113523 members 
Entering Unmasked Estep 
Score: -11585946.000000 Penalty: 3468.222656
	Iteration 44Q: 3 clusters Score -1.158595e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 113521 members 
Entering Unmasked Estep 
Score: -11585945.000000 Penalty: 3468.222656
	Iteration 45Q: 3 clusters Score -1.158594e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 113521 members 
Entering Unmasked Estep 
Score: -11585950.000000 Penalty: 3468.222656
	Iteration 46Q: 3 clusters Score -1.158595e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 113521 members 
Entering Unmasked Estep 
Score: -11585947.000000 Penalty: 3468.222656
	Iteration 47Q: 3 clusters Score -1.158595e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 113521 members 
Entering Unmasked Estep 
Score: -11585950.000000 Penalty: 3468.222656
	Iteration 48Q: 3 clusters Score -1.158595e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 113522 members 
Entering Unmasked Estep 
Score: -11585948.000000 Penalty: 3468.222656
	Iteration 49Q: 3 clusters Score -1.158595e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 113522 members 
Entering Unmasked Estep 
Score: -11585949.000000 Penalty: 3468.222656
	Iteration 50Q: 3 clusters Score -1.158595e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 113522 members 
Entering Unmasked Estep 
Score: -11585949.000000 Penalty: 3468.222656
	Iteration 51F: 3 clusters Score -1.158595e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Entering Unmasked Estep 
Score: -611356.562500 Penalty: 1295.131226
	Iteration 0F: 2 clusters Score -611356.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -607104.437500 Penalty: 2590.262451
	Iteration 0F: 3 clusters Score -607104.4 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -608408.687500 Penalty: 2590.262451
	Iteration 1F: 3 clusters Score -608408.7 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -608685.375000 Penalty: 2590.262451
	Iteration 2F: 3 clusters Score -608685.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -608862.875000 Penalty: 2590.262451
	Iteration 3F: 3 clusters Score -608862.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -609000.312500 Penalty: 2590.262451
	Iteration 4Q: 3 clusters Score -609000.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -609102.562500 Penalty: 2590.262451
	Iteration 5Q: 3 clusters Score -609102.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -609208.500000 Penalty: 2590.262451
	Iteration 6Q: 3 clusters Score -609208.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -609316.500000 Penalty: 2590.262451
	Iteration 7Q: 3 clusters Score -609316.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -609420.000000 Penalty: 2590.262451
	Iteration 8Q: 3 clusters Score -609420 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -609514.562500 Penalty: 2590.262451
	Iteration 9Q: 3 clusters Score -609514.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -609610.125000 Penalty: 2590.262451
	Iteration 10Q: 3 clusters Score -609610.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -609702.625000 Penalty: 2590.262451
	Iteration 11Q: 3 clusters Score -609702.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -609792.437500 Penalty: 2590.262451
	Iteration 12Q: 3 clusters Score -609792.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -609871.937500 Penalty: 2590.262451
	Iteration 13Q: 3 clusters Score -609871.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -609941.250000 Penalty: 2590.262451
	Iteration 14Q: 3 clusters Score -609941.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -609994.937500 Penalty: 2590.262451
	Iteration 15Q: 3 clusters Score -609994.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -610057.437500 Penalty: 2590.262451
	Iteration 16Q: 3 clusters Score -610057.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -610116.437500 Penalty: 2590.262451
	Iteration 17Q: 3 clusters Score -610116.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -610156.062500 Penalty: 2590.262451
	Iteration 18Q: 3 clusters Score -610156.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -610198.750000 Penalty: 2590.262451
	Iteration 19Q: 3 clusters Score -610198.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -610233.750000 Penalty: 2590.262451
	Iteration 20F: 3 clusters Score -610233.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -610255.875000 Penalty: 2590.262451
	Iteration 21Q: 3 clusters Score -610255.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -610268.812500 Penalty: 2590.262451
	Iteration 22Q: 3 clusters Score -610268.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -610276.562500 Penalty: 2590.262451
	Iteration 23Q: 3 clusters Score -610276.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -610284.000000 Penalty: 2590.262451
	Iteration 24Q: 3 clusters Score -610284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -610287.562500 Penalty: 2590.262451
	Iteration 25Q: 3 clusters Score -610287.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -610293.687500 Penalty: 2590.262451
	Iteration 26Q: 3 clusters Score -610293.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -610298.937500 Penalty: 2590.262451
	Iteration 27Q: 3 clusters Score -610298.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -610301.437500 Penalty: 2590.262451
	Iteration 28Q: 3 clusters Score -610301.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -610304.062500 Penalty: 2590.262451
	Iteration 29Q: 3 clusters Score -610304.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -610305.187500 Penalty: 2590.262451
	Iteration 30Q: 3 clusters Score -610305.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -610306.187500 Penalty: 2590.262451
	Iteration 31Q: 3 clusters Score -610306.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -610307.437500 Penalty: 2590.262451
	Iteration 32Q: 3 clusters Score -610307.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -610308.187500 Penalty: 2590.262451
	Iteration 33Q: 3 clusters Score -610308.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -610309.687500 Penalty: 2590.262451
	Iteration 34Q: 3 clusters Score -610309.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -610312.125000 Penalty: 2590.262451
	Iteration 35Q: 3 clusters Score -610312.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -610316.250000 Penalty: 2590.262451
	Iteration 36Q: 3 clusters Score -610316.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -610321.062500 Penalty: 2590.262451
	Iteration 37Q: 3 clusters Score -610321.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -610326.937500 Penalty: 2590.262451
	Iteration 38Q: 3 clusters Score -610326.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -610332.375000 Penalty: 2590.262451
	Iteration 39Q: 3 clusters Score -610332.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -610340.937500 Penalty: 2590.262451
	Iteration 40F: 3 clusters Score -610340.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -610346.812500 Penalty: 2590.262451
	Iteration 41Q: 3 clusters Score -610346.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -610353.375000 Penalty: 2590.262451
	Iteration 42Q: 3 clusters Score -610353.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -610360.687500 Penalty: 2590.262451
	Iteration 43Q: 3 clusters Score -610360.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -610363.437500 Penalty: 2590.262451
	Iteration 44Q: 3 clusters Score -610363.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -610365.187500 Penalty: 2590.262451
	Iteration 45Q: 3 clusters Score -610365.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -610367.875000 Penalty: 2590.262451
	Iteration 46Q: 3 clusters Score -610367.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -610368.000000 Penalty: 2590.262451
	Iteration 47Q: 3 clusters Score -610368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -610370.187500 Penalty: 2590.262451
	Iteration 48Q: 3 clusters Score -610370.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -610370.375000 Penalty: 2590.262451
	Iteration 49Q: 3 clusters Score -610370.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -610371.000000 Penalty: 2590.262451
	Iteration 50Q: 3 clusters Score -610371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -610370.875000 Penalty: 2590.262451
	Iteration 51Q: 3 clusters Score -610370.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -610371.812500 Penalty: 2590.262451
	Iteration 52Q: 3 clusters Score -610371.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -610372.937500 Penalty: 2590.262451
	Iteration 53Q: 3 clusters Score -610372.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -610373.937500 Penalty: 2590.262451
	Iteration 54Q: 3 clusters Score -610373.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -610376.062500 Penalty: 2590.262451
	Iteration 55Q: 3 clusters Score -610376.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -610377.875000 Penalty: 2590.262451
	Iteration 56Q: 3 clusters Score -610377.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -610380.250000 Penalty: 2590.262451
	Iteration 57Q: 3 clusters Score -610380.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -610382.125000 Penalty: 2590.262451
	Iteration 58Q: 3 clusters Score -610382.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -610382.937500 Penalty: 2590.262451
	Iteration 59Q: 3 clusters Score -610382.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -610382.812500 Penalty: 2590.262451
	Iteration 60F: 3 clusters Score -610382.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -610384.312500 Penalty: 2590.262451
	Iteration 61Q: 3 clusters Score -610384.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -610384.562500 Penalty: 2590.262451
	Iteration 62Q: 3 clusters Score -610384.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -610384.562500 Penalty: 2590.262451
	Iteration 63F: 3 clusters Score -610384.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (18462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Entering Unmasked Estep 
Score: -1834836.250000 Penalty: 1461.732422
	Iteration 0F: 2 clusters Score -1834836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1822798.250000 Penalty: 2923.464844
	Iteration 0F: 3 clusters Score -1822798 nChanged 8040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1827264.000000 Penalty: 2923.464844
	Iteration 1F: 3 clusters Score -1827264 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1827700.875000 Penalty: 2923.464844
	Iteration 2F: 3 clusters Score -1827701 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1828089.750000 Penalty: 2923.464844
	Iteration 3Q: 3 clusters Score -1828090 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1828468.125000 Penalty: 2923.464844
	Iteration 4Q: 3 clusters Score -1828468 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1828914.875000 Penalty: 2923.464844
	Iteration 5Q: 3 clusters Score -1828915 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1829350.125000 Penalty: 2923.464844
	Iteration 6Q: 3 clusters Score -1829350 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1829844.125000 Penalty: 2923.464844
	Iteration 7Q: 3 clusters Score -1829844 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1830411.875000 Penalty: 2923.464844
	Iteration 8Q: 3 clusters Score -1830412 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1830932.750000 Penalty: 2923.464844
	Iteration 9Q: 3 clusters Score -1830933 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1831427.125000 Penalty: 2923.464844
	Iteration 10Q: 3 clusters Score -1831427 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1831919.750000 Penalty: 2923.464844
	Iteration 11Q: 3 clusters Score -1831920 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1832311.875000 Penalty: 2923.464844
	Iteration 12Q: 3 clusters Score -1832312 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1832600.500000 Penalty: 2923.464844
	Iteration 13Q: 3 clusters Score -1832600 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1832818.250000 Penalty: 2923.464844
	Iteration 14Q: 3 clusters Score -1832818 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1832997.500000 Penalty: 2923.464844
	Iteration 15Q: 3 clusters Score -1832998 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1833143.375000 Penalty: 2923.464844
	Iteration 16Q: 3 clusters Score -1833143 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1833252.125000 Penalty: 2923.464844
	Iteration 17Q: 3 clusters Score -1833252 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1833373.875000 Penalty: 2923.464844
	Iteration 18Q: 3 clusters Score -1833374 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1833472.875000 Penalty: 2923.464844
	Iteration 19Q: 3 clusters Score -1833473 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1833557.625000 Penalty: 2923.464844
	Iteration 20F: 3 clusters Score -1833558 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1833618.500000 Penalty: 2923.464844
	Iteration 21Q: 3 clusters Score -1833618 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1833677.500000 Penalty: 2923.464844
	Iteration 22Q: 3 clusters Score -1833678 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1833729.250000 Penalty: 2923.464844
	Iteration 23Q: 3 clusters Score -1833729 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1833764.125000 Penalty: 2923.464844
	Iteration 24Q: 3 clusters Score -1833764 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1833792.125000 Penalty: 2923.464844
	Iteration 25Q: 3 clusters Score -1833792 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1833822.750000 Penalty: 2923.464844
	Iteration 26Q: 3 clusters Score -1833823 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1833853.750000 Penalty: 2923.464844
	Iteration 27Q: 3 clusters Score -1833854 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1833878.875000 Penalty: 2923.464844
	Iteration 28Q: 3 clusters Score -1833879 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1833898.000000 Penalty: 2923.464844
	Iteration 29Q: 3 clusters Score -1833898 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1833910.875000 Penalty: 2923.464844
	Iteration 30Q: 3 clusters Score -1833911 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1833926.625000 Penalty: 2923.464844
	Iteration 31Q: 3 clusters Score -1833927 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1833933.625000 Penalty: 2923.464844
	Iteration 32Q: 3 clusters Score -1833934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1833938.000000 Penalty: 2923.464844
	Iteration 33Q: 3 clusters Score -1833938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1833943.500000 Penalty: 2923.464844
	Iteration 34Q: 3 clusters Score -1833944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1833949.875000 Penalty: 2923.464844
	Iteration 35Q: 3 clusters Score -1833950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1833959.500000 Penalty: 2923.464844
	Iteration 36Q: 3 clusters Score -1833960 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1833965.750000 Penalty: 2923.464844
	Iteration 37Q: 3 clusters Score -1833966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1833971.750000 Penalty: 2923.464844
	Iteration 38Q: 3 clusters Score -1833972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1833975.375000 Penalty: 2923.464844
	Iteration 39Q: 3 clusters Score -1833975 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1833985.875000 Penalty: 2923.464844
	Iteration 40F: 3 clusters Score -1833986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1833993.750000 Penalty: 2923.464844
	Iteration 41Q: 3 clusters Score -1833994 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1834000.125000 Penalty: 2923.464844
	Iteration 42Q: 3 clusters Score -1834000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1834005.875000 Penalty: 2923.464844
	Iteration 43Q: 3 clusters Score -1834006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1834009.500000 Penalty: 2923.464844
	Iteration 44Q: 3 clusters Score -1834010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1834011.125000 Penalty: 2923.464844
	Iteration 45Q: 3 clusters Score -1834011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1834012.125000 Penalty: 2923.464844
	Iteration 46Q: 3 clusters Score -1834012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1834016.125000 Penalty: 2923.464844
	Iteration 47Q: 3 clusters Score -1834016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1834018.875000 Penalty: 2923.464844
	Iteration 48Q: 3 clusters Score -1834019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1834018.375000 Penalty: 2923.464844
	Iteration 49Q: 3 clusters Score -1834018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1834019.375000 Penalty: 2923.464844
	Iteration 50Q: 3 clusters Score -1834019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1834019.375000 Penalty: 2923.464844
	Iteration 51Q: 3 clusters Score -1834019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1834020.250000 Penalty: 2923.464844
	Iteration 52Q: 3 clusters Score -1834020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1834020.500000 Penalty: 2923.464844
	Iteration 53Q: 3 clusters Score -1834020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1834023.000000 Penalty: 2923.464844
	Iteration 54Q: 3 clusters Score -1834023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1834025.000000 Penalty: 2923.464844
	Iteration 55Q: 3 clusters Score -1834025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1834027.750000 Penalty: 2923.464844
	Iteration 56Q: 3 clusters Score -1834028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1834027.375000 Penalty: 2923.464844
	Iteration 57Q: 3 clusters Score -1834027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1834030.125000 Penalty: 2923.464844
	Iteration 58Q: 3 clusters Score -1834030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1834029.500000 Penalty: 2923.464844
	Iteration 59Q: 3 clusters Score -1834030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1834033.500000 Penalty: 2923.464844
	Iteration 60F: 3 clusters Score -1834034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1834035.250000 Penalty: 2923.464844
	Iteration 61Q: 3 clusters Score -1834035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1834038.000000 Penalty: 2923.464844
	Iteration 62Q: 3 clusters Score -1834038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1834038.000000 Penalty: 2923.464844
	Iteration 63F: 3 clusters Score -1834038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (19769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Entering Unmasked Estep 
Score: -1979278.500000 Penalty: 1471.910400
	Iteration 0F: 2 clusters Score -1979278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1966346.000000 Penalty: 2943.820801
	Iteration 0F: 3 clusters Score -1966346 nChanged 8727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1971051.875000 Penalty: 2943.820801
	Iteration 1F: 3 clusters Score -1971052 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1971528.375000 Penalty: 2943.820801
	Iteration 2F: 3 clusters Score -1971528 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1971984.000000 Penalty: 2943.820801
	Iteration 3F: 3 clusters Score -1971984 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1972429.750000 Penalty: 2943.820801
	Iteration 4Q: 3 clusters Score -1972430 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1972903.375000 Penalty: 2943.820801
	Iteration 5Q: 3 clusters Score -1972903 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1973513.875000 Penalty: 2943.820801
	Iteration 6Q: 3 clusters Score -1973514 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1974276.625000 Penalty: 2943.820801
	Iteration 7F: 3 clusters Score -1974277 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1975137.250000 Penalty: 2943.820801
	Iteration 8F: 3 clusters Score -1975137 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -1975976.750000 Penalty: 2943.820801
	Iteration 9F: 3 clusters Score -1975977 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -1976663.750000 Penalty: 2943.820801
	Iteration 10Q: 3 clusters Score -1976664 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -1977163.375000 Penalty: 2943.820801
	Iteration 11Q: 3 clusters Score -1977163 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -1977500.750000 Penalty: 2943.820801
	Iteration 12Q: 3 clusters Score -1977501 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -1977733.625000 Penalty: 2943.820801
	Iteration 13Q: 3 clusters Score -1977734 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -1977886.875000 Penalty: 2943.820801
	Iteration 14Q: 3 clusters Score -1977887 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -1977981.750000 Penalty: 2943.820801
	Iteration 15Q: 3 clusters Score -1977982 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -1978057.125000 Penalty: 2943.820801
	Iteration 16Q: 3 clusters Score -1978057 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -1978111.375000 Penalty: 2943.820801
	Iteration 17Q: 3 clusters Score -1978111 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -1978151.500000 Penalty: 2943.820801
	Iteration 18Q: 3 clusters Score -1978152 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -1978190.000000 Penalty: 2943.820801
	Iteration 19Q: 3 clusters Score -1978190 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -1978214.000000 Penalty: 2943.820801
	Iteration 20F: 3 clusters Score -1978214 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -1978224.750000 Penalty: 2943.820801
	Iteration 21Q: 3 clusters Score -1978225 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -1978237.625000 Penalty: 2943.820801
	Iteration 22Q: 3 clusters Score -1978238 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -1978240.875000 Penalty: 2943.820801
	Iteration 23Q: 3 clusters Score -1978241 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -1978250.375000 Penalty: 2943.820801
	Iteration 24Q: 3 clusters Score -1978250 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -1978256.750000 Penalty: 2943.820801
	Iteration 25Q: 3 clusters Score -1978257 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -1978272.750000 Penalty: 2943.820801
	Iteration 26Q: 3 clusters Score -1978273 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -1978277.750000 Penalty: 2943.820801
	Iteration 27Q: 3 clusters Score -1978278 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -1978277.625000 Penalty: 2943.820801
	Iteration 28Q: 3 clusters Score -1978278 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -1978280.375000 Penalty: 2943.820801
	Iteration 29Q: 3 clusters Score -1978280 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -1978290.000000 Penalty: 2943.820801
	Iteration 30Q: 3 clusters Score -1978290 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -1978293.125000 Penalty: 2943.820801
	Iteration 31Q: 3 clusters Score -1978293 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -1978297.625000 Penalty: 2943.820801
	Iteration 32Q: 3 clusters Score -1978298 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -1978299.125000 Penalty: 2943.820801
	Iteration 33Q: 3 clusters Score -1978299 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -1978306.750000 Penalty: 2943.820801
	Iteration 34Q: 3 clusters Score -1978307 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -1978304.875000 Penalty: 2943.820801
	Iteration 35Q: 3 clusters Score -1978305 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -1978311.625000 Penalty: 2943.820801
	Iteration 36Q: 3 clusters Score -1978312 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -1978318.250000 Penalty: 2943.820801
	Iteration 37Q: 3 clusters Score -1978318 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -1978323.000000 Penalty: 2943.820801
	Iteration 38Q: 3 clusters Score -1978323 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -1978327.625000 Penalty: 2943.820801
	Iteration 39Q: 3 clusters Score -1978328 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -1978331.125000 Penalty: 2943.820801
	Iteration 40F: 3 clusters Score -1978331 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -1978327.000000 Penalty: 2943.820801
	Iteration 41Q: 3 clusters Score -1978327 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -1978329.375000 Penalty: 2943.820801
	Iteration 42Q: 3 clusters Score -1978329 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -1978331.375000 Penalty: 2943.820801
	Iteration 43Q: 3 clusters Score -1978331 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -1978333.875000 Penalty: 2943.820801
	Iteration 44Q: 3 clusters Score -1978334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -1978337.500000 Penalty: 2943.820801
	Iteration 45Q: 3 clusters Score -1978338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -1978338.500000 Penalty: 2943.820801
	Iteration 46Q: 3 clusters Score -1978338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -1978340.500000 Penalty: 2943.820801
	Iteration 47Q: 3 clusters Score -1978340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -1978344.500000 Penalty: 2943.820801
	Iteration 48Q: 3 clusters Score -1978344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -1978343.000000 Penalty: 2943.820801
	Iteration 49Q: 3 clusters Score -1978343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -1978339.125000 Penalty: 2943.820801
	Iteration 50Q: 3 clusters Score -1978339 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -1978343.500000 Penalty: 2943.820801
	Iteration 51Q: 3 clusters Score -1978344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -1978341.625000 Penalty: 2943.820801
	Iteration 52Q: 3 clusters Score -1978342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -1978346.125000 Penalty: 2943.820801
	Iteration 53Q: 3 clusters Score -1978346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -1978342.250000 Penalty: 2943.820801
	Iteration 54Q: 3 clusters Score -1978342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -1978342.625000 Penalty: 2943.820801
	Iteration 55Q: 3 clusters Score -1978343 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -1978343.750000 Penalty: 2943.820801
	Iteration 56Q: 3 clusters Score -1978344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -1978343.875000 Penalty: 2943.820801
	Iteration 57Q: 3 clusters Score -1978344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -1978344.000000 Penalty: 2943.820801
	Iteration 58Q: 3 clusters Score -1978344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -1978344.375000 Penalty: 2943.820801
	Iteration 59Q: 3 clusters Score -1978344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -1978344.500000 Penalty: 2943.820801
	Iteration 60F: 3 clusters Score -1978344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -1978352.125000 Penalty: 2943.820801
	Iteration 61Q: 3 clusters Score -1978352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -1978352.375000 Penalty: 2943.820801
	Iteration 62Q: 3 clusters Score -1978352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -1978353.125000 Penalty: 2943.820801
	Iteration 63Q: 3 clusters Score -1978353 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -1978353.750000 Penalty: 2943.820801
	Iteration 64Q: 3 clusters Score -1978354 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -1978356.750000 Penalty: 2943.820801
	Iteration 65Q: 3 clusters Score -1978357 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -1978358.375000 Penalty: 2943.820801
	Iteration 66Q: 3 clusters Score -1978358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -1978362.250000 Penalty: 2943.820801
	Iteration 67Q: 3 clusters Score -1978362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -1978364.375000 Penalty: 2943.820801
	Iteration 68Q: 3 clusters Score -1978364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -1978373.625000 Penalty: 2943.820801
	Iteration 69Q: 3 clusters Score -1978374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -1978366.125000 Penalty: 2943.820801
	Iteration 70Q: 3 clusters Score -1978366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -1978367.875000 Penalty: 2943.820801
	Iteration 71Q: 3 clusters Score -1978368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -1978370.375000 Penalty: 2943.820801
	Iteration 72Q: 3 clusters Score -1978370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -1978369.875000 Penalty: 2943.820801
	Iteration 73Q: 3 clusters Score -1978370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -1978371.625000 Penalty: 2943.820801
	Iteration 74Q: 3 clusters Score -1978372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -1978375.125000 Penalty: 2943.820801
	Iteration 75Q: 3 clusters Score -1978375 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -1978374.875000 Penalty: 2943.820801
	Iteration 76Q: 3 clusters Score -1978375 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -1978378.500000 Penalty: 2943.820801
	Iteration 77Q: 3 clusters Score -1978378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -1978376.875000 Penalty: 2943.820801
	Iteration 78Q: 3 clusters Score -1978377 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -1978377.500000 Penalty: 2943.820801
	Iteration 79Q: 3 clusters Score -1978378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -1978383.125000 Penalty: 2943.820801
	Iteration 80F: 3 clusters Score -1978383 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -1978384.750000 Penalty: 2943.820801
	Iteration 81Q: 3 clusters Score -1978385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -1978380.125000 Penalty: 2943.820801
	Iteration 82Q: 3 clusters Score -1978380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -1978383.250000 Penalty: 2943.820801
	Iteration 83Q: 3 clusters Score -1978383 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -1978385.500000 Penalty: 2943.820801
	Iteration 84Q: 3 clusters Score -1978386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -1978388.500000 Penalty: 2943.820801
	Iteration 85Q: 3 clusters Score -1978388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -1978386.375000 Penalty: 2943.820801
	Iteration 86Q: 3 clusters Score -1978386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -1978387.000000 Penalty: 2943.820801
	Iteration 87Q: 3 clusters Score -1978387 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -1978389.375000 Penalty: 2943.820801
	Iteration 88Q: 3 clusters Score -1978389 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -1978387.750000 Penalty: 2943.820801
	Iteration 89Q: 3 clusters Score -1978388 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -1978395.750000 Penalty: 2943.820801
	Iteration 90Q: 3 clusters Score -1978396 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -1978397.375000 Penalty: 2943.820801
	Iteration 91Q: 3 clusters Score -1978397 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -1978402.250000 Penalty: 2943.820801
	Iteration 92Q: 3 clusters Score -1978402 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -1978406.125000 Penalty: 2943.820801
	Iteration 93Q: 3 clusters Score -1978406 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -1978405.625000 Penalty: 2943.820801
	Iteration 94Q: 3 clusters Score -1978406 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -1978411.250000 Penalty: 2943.820801
	Iteration 95Q: 3 clusters Score -1978411 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -1978411.000000 Penalty: 2943.820801
	Iteration 96Q: 3 clusters Score -1978411 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -1978410.000000 Penalty: 2943.820801
	Iteration 97Q: 3 clusters Score -1978410 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -1978408.625000 Penalty: 2943.820801
	Iteration 98Q: 3 clusters Score -1978409 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -1978409.500000 Penalty: 2943.820801
	Iteration 99Q: 3 clusters Score -1978410 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -1978411.500000 Penalty: 2943.820801
	Iteration 100F: 3 clusters Score -1978412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -1978411.125000 Penalty: 2943.820801
	Iteration 101Q: 3 clusters Score -1978411 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -1978417.000000 Penalty: 2943.820801
	Iteration 102Q: 3 clusters Score -1978417 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -1978418.000000 Penalty: 2943.820801
	Iteration 103Q: 3 clusters Score -1978418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -1978420.875000 Penalty: 2943.820801
	Iteration 104Q: 3 clusters Score -1978421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -1978420.750000 Penalty: 2943.820801
	Iteration 105Q: 3 clusters Score -1978421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -1978417.250000 Penalty: 2943.820801
	Iteration 106Q: 3 clusters Score -1978417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -1978418.000000 Penalty: 2943.820801
	Iteration 107Q: 3 clusters Score -1978418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -1978420.750000 Penalty: 2943.820801
	Iteration 108Q: 3 clusters Score -1978421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -1978419.000000 Penalty: 2943.820801
	Iteration 109Q: 3 clusters Score -1978419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -1978418.750000 Penalty: 2943.820801
	Iteration 110Q: 3 clusters Score -1978419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -1978423.000000 Penalty: 2943.820801
	Iteration 111Q: 3 clusters Score -1978423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -1978419.125000 Penalty: 2943.820801
	Iteration 112Q: 3 clusters Score -1978419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -1978418.875000 Penalty: 2943.820801
	Iteration 113Q: 3 clusters Score -1978419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -1978421.375000 Penalty: 2943.820801
	Iteration 114Q: 3 clusters Score -1978421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -1978418.625000 Penalty: 2943.820801
	Iteration 115Q: 3 clusters Score -1978419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -1978419.250000 Penalty: 2943.820801
	Iteration 116Q: 3 clusters Score -1978419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -1978419.375000 Penalty: 2943.820801
	Iteration 117Q: 3 clusters Score -1978419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -1978417.250000 Penalty: 2943.820801
	Iteration 118Q: 3 clusters Score -1978417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -1978418.125000 Penalty: 2943.820801
	Iteration 119Q: 3 clusters Score -1978418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -1978416.375000 Penalty: 2943.820801
	Iteration 120F: 3 clusters Score -1978416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -1978418.625000 Penalty: 2943.820801
	Iteration 121Q: 3 clusters Score -1978419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -1978419.625000 Penalty: 2943.820801
	Iteration 122Q: 3 clusters Score -1978420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -1978416.500000 Penalty: 2943.820801
	Iteration 123Q: 3 clusters Score -1978416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -1978420.500000 Penalty: 2943.820801
	Iteration 124Q: 3 clusters Score -1978420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -1978419.000000 Penalty: 2943.820801
	Iteration 125Q: 3 clusters Score -1978419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -1978419.375000 Penalty: 2943.820801
	Iteration 126Q: 3 clusters Score -1978419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -1978418.875000 Penalty: 2943.820801
	Iteration 127Q: 3 clusters Score -1978419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -1978419.750000 Penalty: 2943.820801
	Iteration 128Q: 3 clusters Score -1978420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -1978422.125000 Penalty: 2943.820801
	Iteration 129Q: 3 clusters Score -1978422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -1978421.125000 Penalty: 2943.820801
	Iteration 130Q: 3 clusters Score -1978421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -1978421.625000 Penalty: 2943.820801
	Iteration 131Q: 3 clusters Score -1978422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -1978419.875000 Penalty: 2943.820801
	Iteration 132Q: 3 clusters Score -1978420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -1978421.250000 Penalty: 2943.820801
	Iteration 133Q: 3 clusters Score -1978421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -1978423.875000 Penalty: 2943.820801
	Iteration 134Q: 3 clusters Score -1978424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -1978422.625000 Penalty: 2943.820801
	Iteration 135Q: 3 clusters Score -1978423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -1978423.750000 Penalty: 2943.820801
	Iteration 136Q: 3 clusters Score -1978424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -1978427.625000 Penalty: 2943.820801
	Iteration 137Q: 3 clusters Score -1978428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -1978424.000000 Penalty: 2943.820801
	Iteration 138Q: 3 clusters Score -1978424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -1978426.625000 Penalty: 2943.820801
	Iteration 139Q: 3 clusters Score -1978427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -1978430.000000 Penalty: 2943.820801
	Iteration 140F: 3 clusters Score -1978430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -1978430.875000 Penalty: 2943.820801
	Iteration 141Q: 3 clusters Score -1978431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -1978432.000000 Penalty: 2943.820801
	Iteration 142Q: 3 clusters Score -1978432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -1978431.625000 Penalty: 2943.820801
	Iteration 143Q: 3 clusters Score -1978432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -1978427.500000 Penalty: 2943.820801
	Iteration 144Q: 3 clusters Score -1978428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -1978427.125000 Penalty: 2943.820801
	Iteration 145Q: 3 clusters Score -1978427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -1978428.750000 Penalty: 2943.820801
	Iteration 146Q: 3 clusters Score -1978429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -1978430.625000 Penalty: 2943.820801
	Iteration 147Q: 3 clusters Score -1978431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -1978431.250000 Penalty: 2943.820801
	Iteration 148Q: 3 clusters Score -1978431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -1978429.000000 Penalty: 2943.820801
	Iteration 149Q: 3 clusters Score -1978429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -1978427.375000 Penalty: 2943.820801
	Iteration 150Q: 3 clusters Score -1978427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -1978429.875000 Penalty: 2943.820801
	Iteration 151Q: 3 clusters Score -1978430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -1978427.125000 Penalty: 2943.820801
	Iteration 152Q: 3 clusters Score -1978427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -1978427.500000 Penalty: 2943.820801
	Iteration 153Q: 3 clusters Score -1978428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -1978430.375000 Penalty: 2943.820801
	Iteration 154Q: 3 clusters Score -1978430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -1978430.375000 Penalty: 2943.820801
	Iteration 155F: 3 clusters Score -1978430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (20992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Entering Unmasked Estep 
Score: -2042372.125000 Penalty: 1480.842285
	Iteration 0F: 2 clusters Score -2042372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -2028589.875000 Penalty: 2961.684570
	Iteration 0F: 3 clusters Score -2028590 nChanged 9337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -2034053.875000 Penalty: 2961.684570
	Iteration 1F: 3 clusters Score -2034054 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -2034965.375000 Penalty: 2961.684570
	Iteration 2F: 3 clusters Score -2034965 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -2036011.875000 Penalty: 2961.684570
	Iteration 3F: 3 clusters Score -2036012 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -2036991.125000 Penalty: 2961.684570
	Iteration 4F: 3 clusters Score -2036991 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -2037811.125000 Penalty: 2961.684570
	Iteration 5F: 3 clusters Score -2037811 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -2038399.250000 Penalty: 2961.684570
	Iteration 6F: 3 clusters Score -2038399 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -2038793.000000 Penalty: 2961.684570
	Iteration 7Q: 3 clusters Score -2038793 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -2039100.500000 Penalty: 2961.684570
	Iteration 8Q: 3 clusters Score -2039100 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -2039339.000000 Penalty: 2961.684570
	Iteration 9Q: 3 clusters Score -2039339 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -2039523.125000 Penalty: 2961.684570
	Iteration 10Q: 3 clusters Score -2039523 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -2039646.875000 Penalty: 2961.684570
	Iteration 11Q: 3 clusters Score -2039647 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -2039731.625000 Penalty: 2961.684570
	Iteration 12Q: 3 clusters Score -2039732 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -2039786.625000 Penalty: 2961.684570
	Iteration 13Q: 3 clusters Score -2039787 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -2039847.750000 Penalty: 2961.684570
	Iteration 14Q: 3 clusters Score -2039848 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -2039880.375000 Penalty: 2961.684570
	Iteration 15Q: 3 clusters Score -2039880 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -2039914.750000 Penalty: 2961.684570
	Iteration 16Q: 3 clusters Score -2039915 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -2039944.375000 Penalty: 2961.684570
	Iteration 17Q: 3 clusters Score -2039944 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -2039977.375000 Penalty: 2961.684570
	Iteration 18Q: 3 clusters Score -2039977 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -2040010.125000 Penalty: 2961.684570
	Iteration 19Q: 3 clusters Score -2040010 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -2040030.375000 Penalty: 2961.684570
	Iteration 20F: 3 clusters Score -2040030 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -2040060.125000 Penalty: 2961.684570
	Iteration 21Q: 3 clusters Score -2040060 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -2040101.875000 Penalty: 2961.684570
	Iteration 22Q: 3 clusters Score -2040102 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -2040134.500000 Penalty: 2961.684570
	Iteration 23Q: 3 clusters Score -2040134 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -2040174.375000 Penalty: 2961.684570
	Iteration 24Q: 3 clusters Score -2040174 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -2040213.375000 Penalty: 2961.684570
	Iteration 25Q: 3 clusters Score -2040213 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -2040242.750000 Penalty: 2961.684570
	Iteration 26Q: 3 clusters Score -2040243 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -2040272.625000 Penalty: 2961.684570
	Iteration 27Q: 3 clusters Score -2040273 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -2040302.000000 Penalty: 2961.684570
	Iteration 28Q: 3 clusters Score -2040302 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -2040346.500000 Penalty: 2961.684570
	Iteration 29Q: 3 clusters Score -2040346 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -2040392.875000 Penalty: 2961.684570
	Iteration 30Q: 3 clusters Score -2040393 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -2040425.375000 Penalty: 2961.684570
	Iteration 31Q: 3 clusters Score -2040425 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -2040455.875000 Penalty: 2961.684570
	Iteration 32Q: 3 clusters Score -2040456 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -2040487.375000 Penalty: 2961.684570
	Iteration 33Q: 3 clusters Score -2040487 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -2040506.875000 Penalty: 2961.684570
	Iteration 34Q: 3 clusters Score -2040507 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -2040529.125000 Penalty: 2961.684570
	Iteration 35Q: 3 clusters Score -2040529 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -2040550.125000 Penalty: 2961.684570
	Iteration 36Q: 3 clusters Score -2040550 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -2040568.250000 Penalty: 2961.684570
	Iteration 37Q: 3 clusters Score -2040568 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -2040600.500000 Penalty: 2961.684570
	Iteration 38Q: 3 clusters Score -2040600 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -2040624.750000 Penalty: 2961.684570
	Iteration 39Q: 3 clusters Score -2040625 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -2040652.625000 Penalty: 2961.684570
	Iteration 40F: 3 clusters Score -2040653 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -2040692.000000 Penalty: 2961.684570
	Iteration 41Q: 3 clusters Score -2040692 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -2040722.625000 Penalty: 2961.684570
	Iteration 42Q: 3 clusters Score -2040723 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -2040741.375000 Penalty: 2961.684570
	Iteration 43Q: 3 clusters Score -2040741 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -2040773.500000 Penalty: 2961.684570
	Iteration 44Q: 3 clusters Score -2040774 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -2040810.250000 Penalty: 2961.684570
	Iteration 45Q: 3 clusters Score -2040810 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -2040844.250000 Penalty: 2961.684570
	Iteration 46Q: 3 clusters Score -2040844 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -2040869.500000 Penalty: 2961.684570
	Iteration 47Q: 3 clusters Score -2040870 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -2040900.000000 Penalty: 2961.684570
	Iteration 48Q: 3 clusters Score -2040900 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -2040921.250000 Penalty: 2961.684570
	Iteration 49Q: 3 clusters Score -2040921 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -2040938.250000 Penalty: 2961.684570
	Iteration 50Q: 3 clusters Score -2040938 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -2040962.250000 Penalty: 2961.684570
	Iteration 51Q: 3 clusters Score -2040962 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -2040980.500000 Penalty: 2961.684570
	Iteration 52Q: 3 clusters Score -2040980 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -2040997.125000 Penalty: 2961.684570
	Iteration 53Q: 3 clusters Score -2040997 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -2041010.500000 Penalty: 2961.684570
	Iteration 54Q: 3 clusters Score -2041010 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -2041036.875000 Penalty: 2961.684570
	Iteration 55Q: 3 clusters Score -2041037 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -2041056.250000 Penalty: 2961.684570
	Iteration 56Q: 3 clusters Score -2041056 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -2041081.250000 Penalty: 2961.684570
	Iteration 57Q: 3 clusters Score -2041081 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -2041104.125000 Penalty: 2961.684570
	Iteration 58Q: 3 clusters Score -2041104 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -2041133.875000 Penalty: 2961.684570
	Iteration 59Q: 3 clusters Score -2041134 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -2041153.250000 Penalty: 2961.684570
	Iteration 60F: 3 clusters Score -2041153 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -2041173.125000 Penalty: 2961.684570
	Iteration 61Q: 3 clusters Score -2041173 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -2041202.250000 Penalty: 2961.684570
	Iteration 62Q: 3 clusters Score -2041202 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -2041212.625000 Penalty: 2961.684570
	Iteration 63Q: 3 clusters Score -2041213 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -2041236.125000 Penalty: 2961.684570
	Iteration 64Q: 3 clusters Score -2041236 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -2041258.000000 Penalty: 2961.684570
	Iteration 65Q: 3 clusters Score -2041258 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -2041283.250000 Penalty: 2961.684570
	Iteration 66Q: 3 clusters Score -2041283 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -2041284.625000 Penalty: 2961.684570
	Iteration 67Q: 3 clusters Score -2041285 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -2041298.250000 Penalty: 2961.684570
	Iteration 68Q: 3 clusters Score -2041298 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -2041297.500000 Penalty: 2961.684570
	Iteration 69Q: 3 clusters Score -2041298 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -2041299.125000 Penalty: 2961.684570
	Iteration 70Q: 3 clusters Score -2041299 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -2041303.875000 Penalty: 2961.684570
	Iteration 71Q: 3 clusters Score -2041304 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -2041308.875000 Penalty: 2961.684570
	Iteration 72Q: 3 clusters Score -2041309 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -2041305.375000 Penalty: 2961.684570
	Iteration 73Q: 3 clusters Score -2041305 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -2041307.625000 Penalty: 2961.684570
	Iteration 74Q: 3 clusters Score -2041308 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -2041311.125000 Penalty: 2961.684570
	Iteration 75Q: 3 clusters Score -2041311 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -2041313.375000 Penalty: 2961.684570
	Iteration 76Q: 3 clusters Score -2041313 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -2041310.750000 Penalty: 2961.684570
	Iteration 77Q: 3 clusters Score -2041311 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -2041313.375000 Penalty: 2961.684570
	Iteration 78Q: 3 clusters Score -2041313 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -2041313.875000 Penalty: 2961.684570
	Iteration 79Q: 3 clusters Score -2041314 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -2041315.000000 Penalty: 2961.684570
	Iteration 80F: 3 clusters Score -2041315 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -2041316.125000 Penalty: 2961.684570
	Iteration 81Q: 3 clusters Score -2041316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -2041318.875000 Penalty: 2961.684570
	Iteration 82Q: 3 clusters Score -2041319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -2041321.875000 Penalty: 2961.684570
	Iteration 83Q: 3 clusters Score -2041322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -2041317.750000 Penalty: 2961.684570
	Iteration 84Q: 3 clusters Score -2041318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -2041320.000000 Penalty: 2961.684570
	Iteration 85Q: 3 clusters Score -2041320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -2041322.000000 Penalty: 2961.684570
	Iteration 86Q: 3 clusters Score -2041322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -2041324.875000 Penalty: 2961.684570
	Iteration 87Q: 3 clusters Score -2041325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -2041327.500000 Penalty: 2961.684570
	Iteration 88Q: 3 clusters Score -2041328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -2041325.500000 Penalty: 2961.684570
	Iteration 89Q: 3 clusters Score -2041326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -2041325.500000 Penalty: 2961.684570
	Iteration 90F: 3 clusters Score -2041326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (49780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49780 members 
Entering Unmasked Estep 
Score: -4973942.000000 Penalty: 1609.326904
	Iteration 0F: 2 clusters Score -4973942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 24783 members 
Entering Unmasked Estep 
Score: -4941433.500000 Penalty: 3218.653809
	Iteration 0F: 3 clusters Score -4941434 nChanged 23124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25589 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -4954622.500000 Penalty: 3218.653809
	Iteration 1F: 3 clusters Score -4954622 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 23715 members 
Entering Unmasked Estep 
Score: -4955415.500000 Penalty: 3218.653809
	Iteration 2Q: 3 clusters Score -4955416 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -4956443.000000 Penalty: 3218.653809
	Iteration 3Q: 3 clusters Score -4956443 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27538 members 
Mstep: Class 2 contains 22242 members 
Entering Unmasked Estep 
Score: -4957685.000000 Penalty: 3218.653809
	Iteration 4F: 3 clusters Score -4957685 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -4959086.000000 Penalty: 3218.653809
	Iteration 5F: 3 clusters Score -4959086 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29837 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -4960803.500000 Penalty: 3218.653809
	Iteration 6F: 3 clusters Score -4960804 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31244 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -4962791.500000 Penalty: 3218.653809
	Iteration 7F: 3 clusters Score -4962792 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32564 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -4964760.000000 Penalty: 3218.653809
	Iteration 8F: 3 clusters Score -4964760 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33644 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -4966557.000000 Penalty: 3218.653809
	Iteration 9F: 3 clusters Score -4966557 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34431 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -4968004.500000 Penalty: 3218.653809
	Iteration 10Q: 3 clusters Score -4968004 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34943 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -4969032.000000 Penalty: 3218.653809
	Iteration 11Q: 3 clusters Score -4969032 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35176 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -4969758.000000 Penalty: 3218.653809
	Iteration 12Q: 3 clusters Score -4969758 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35282 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -4970311.500000 Penalty: 3218.653809
	Iteration 13Q: 3 clusters Score -4970312 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35338 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -4970703.000000 Penalty: 3218.653809
	Iteration 14Q: 3 clusters Score -4970703 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35354 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -4971006.500000 Penalty: 3218.653809
	Iteration 15Q: 3 clusters Score -4971006 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35274 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -4971332.000000 Penalty: 3218.653809
	Iteration 16Q: 3 clusters Score -4971332 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35177 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -4971590.000000 Penalty: 3218.653809
	Iteration 17Q: 3 clusters Score -4971590 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35059 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -4971845.000000 Penalty: 3218.653809
	Iteration 18Q: 3 clusters Score -4971845 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34976 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -4971996.500000 Penalty: 3218.653809
	Iteration 19Q: 3 clusters Score -4971996 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34890 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -4972092.500000 Penalty: 3218.653809
	Iteration 20F: 3 clusters Score -4972092 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34839 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -4972161.000000 Penalty: 3218.653809
	Iteration 21Q: 3 clusters Score -4972161 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34800 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -4972204.500000 Penalty: 3218.653809
	Iteration 22Q: 3 clusters Score -4972204 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34772 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -4972246.500000 Penalty: 3218.653809
	Iteration 23Q: 3 clusters Score -4972246 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34733 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -4972239.500000 Penalty: 3218.653809
	Iteration 24Q: 3 clusters Score -4972240 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34694 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -4972256.500000 Penalty: 3218.653809
	Iteration 25Q: 3 clusters Score -4972256 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34677 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -4972258.500000 Penalty: 3218.653809
	Iteration 26Q: 3 clusters Score -4972258 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34650 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -4972255.000000 Penalty: 3218.653809
	Iteration 27Q: 3 clusters Score -4972255 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34634 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -4972265.000000 Penalty: 3218.653809
	Iteration 28Q: 3 clusters Score -4972265 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34617 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -4972261.500000 Penalty: 3218.653809
	Iteration 29Q: 3 clusters Score -4972262 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34602 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -4972266.000000 Penalty: 3218.653809
	Iteration 30Q: 3 clusters Score -4972266 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34585 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -4972279.500000 Penalty: 3218.653809
	Iteration 31Q: 3 clusters Score -4972280 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34571 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -4972283.000000 Penalty: 3218.653809
	Iteration 32Q: 3 clusters Score -4972283 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34555 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -4972269.500000 Penalty: 3218.653809
	Iteration 33Q: 3 clusters Score -4972270 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34541 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -4972277.500000 Penalty: 3218.653809
	Iteration 34Q: 3 clusters Score -4972278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34535 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -4972271.000000 Penalty: 3218.653809
	Iteration 35Q: 3 clusters Score -4972271 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34531 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -4972265.000000 Penalty: 3218.653809
	Iteration 36Q: 3 clusters Score -4972265 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34524 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -4972274.000000 Penalty: 3218.653809
	Iteration 37Q: 3 clusters Score -4972274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34519 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -4972271.000000 Penalty: 3218.653809
	Iteration 38Q: 3 clusters Score -4972271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34517 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -4972276.000000 Penalty: 3218.653809
	Iteration 39Q: 3 clusters Score -4972276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34515 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -4972277.500000 Penalty: 3218.653809
	Iteration 40F: 3 clusters Score -4972278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34514 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -4972274.500000 Penalty: 3218.653809
	Iteration 41Q: 3 clusters Score -4972274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34512 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -4972277.500000 Penalty: 3218.653809
	Iteration 42Q: 3 clusters Score -4972278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34509 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -4972279.000000 Penalty: 3218.653809
	Iteration 43Q: 3 clusters Score -4972279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34508 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -4972278.000000 Penalty: 3218.653809
	Iteration 44Q: 3 clusters Score -4972278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34506 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -4972279.000000 Penalty: 3218.653809
	Iteration 45Q: 3 clusters Score -4972279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34506 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -4972277.000000 Penalty: 3218.653809
	Iteration 46Q: 3 clusters Score -4972277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34506 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -4972277.000000 Penalty: 3218.653809
	Iteration 47F: 3 clusters Score -4972277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Entering Unmasked Estep 
Score: -359062.937500 Penalty: 1229.315063
	Iteration 0F: 2 clusters Score -359062.9 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 1956 members 
Entering Unmasked Estep 
Score: -356085.406250 Penalty: 2458.630127
	Iteration 0F: 3 clusters Score -356085.4 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -356956.125000 Penalty: 2458.630127
	Iteration 1F: 3 clusters Score -356956.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -357159.343750 Penalty: 2458.630127
	Iteration 2F: 3 clusters Score -357159.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -357295.781250 Penalty: 2458.630127
	Iteration 3F: 3 clusters Score -357295.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -357405.656250 Penalty: 2458.630127
	Iteration 4Q: 3 clusters Score -357405.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -357499.031250 Penalty: 2458.630127
	Iteration 5Q: 3 clusters Score -357499 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -357576.812500 Penalty: 2458.630127
	Iteration 6Q: 3 clusters Score -357576.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -357649.250000 Penalty: 2458.630127
	Iteration 7Q: 3 clusters Score -357649.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -357695.062500 Penalty: 2458.630127
	Iteration 8Q: 3 clusters Score -357695.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -357724.625000 Penalty: 2458.630127
	Iteration 9Q: 3 clusters Score -357724.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -357750.531250 Penalty: 2458.630127
	Iteration 10Q: 3 clusters Score -357750.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -357777.562500 Penalty: 2458.630127
	Iteration 11Q: 3 clusters Score -357777.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -357804.937500 Penalty: 2458.630127
	Iteration 12Q: 3 clusters Score -357804.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -357833.187500 Penalty: 2458.630127
	Iteration 13Q: 3 clusters Score -357833.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -357851.906250 Penalty: 2458.630127
	Iteration 14Q: 3 clusters Score -357851.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -357868.781250 Penalty: 2458.630127
	Iteration 15Q: 3 clusters Score -357868.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -357882.781250 Penalty: 2458.630127
	Iteration 16Q: 3 clusters Score -357882.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -357902.562500 Penalty: 2458.630127
	Iteration 17Q: 3 clusters Score -357902.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -357920.968750 Penalty: 2458.630127
	Iteration 18Q: 3 clusters Score -357921 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -357938.125000 Penalty: 2458.630127
	Iteration 19Q: 3 clusters Score -357938.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -357957.281250 Penalty: 2458.630127
	Iteration 20F: 3 clusters Score -357957.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -357973.687500 Penalty: 2458.630127
	Iteration 21Q: 3 clusters Score -357973.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -357991.500000 Penalty: 2458.630127
	Iteration 22Q: 3 clusters Score -357991.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -358012.625000 Penalty: 2458.630127
	Iteration 23Q: 3 clusters Score -358012.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -358029.593750 Penalty: 2458.630127
	Iteration 24Q: 3 clusters Score -358029.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -358050.437500 Penalty: 2458.630127
	Iteration 25Q: 3 clusters Score -358050.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -358069.406250 Penalty: 2458.630127
	Iteration 26Q: 3 clusters Score -358069.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -358089.562500 Penalty: 2458.630127
	Iteration 27Q: 3 clusters Score -358089.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -358103.937500 Penalty: 2458.630127
	Iteration 28Q: 3 clusters Score -358103.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -358117.562500 Penalty: 2458.630127
	Iteration 29Q: 3 clusters Score -358117.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -358137.281250 Penalty: 2458.630127
	Iteration 30Q: 3 clusters Score -358137.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -358154.375000 Penalty: 2458.630127
	Iteration 31Q: 3 clusters Score -358154.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -358171.593750 Penalty: 2458.630127
	Iteration 32Q: 3 clusters Score -358171.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -358188.281250 Penalty: 2458.630127
	Iteration 33Q: 3 clusters Score -358188.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -358205.718750 Penalty: 2458.630127
	Iteration 34Q: 3 clusters Score -358205.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -358218.281250 Penalty: 2458.630127
	Iteration 35Q: 3 clusters Score -358218.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -358234.406250 Penalty: 2458.630127
	Iteration 36Q: 3 clusters Score -358234.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -358248.187500 Penalty: 2458.630127
	Iteration 37Q: 3 clusters Score -358248.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -358262.031250 Penalty: 2458.630127
	Iteration 38Q: 3 clusters Score -358262 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -358274.343750 Penalty: 2458.630127
	Iteration 39Q: 3 clusters Score -358274.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -358286.593750 Penalty: 2458.630127
	Iteration 40F: 3 clusters Score -358286.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -358298.250000 Penalty: 2458.630127
	Iteration 41Q: 3 clusters Score -358298.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -358311.718750 Penalty: 2458.630127
	Iteration 42Q: 3 clusters Score -358311.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -358322.062500 Penalty: 2458.630127
	Iteration 43Q: 3 clusters Score -358322.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -358334.218750 Penalty: 2458.630127
	Iteration 44Q: 3 clusters Score -358334.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -358354.375000 Penalty: 2458.630127
	Iteration 45Q: 3 clusters Score -358354.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -358376.343750 Penalty: 2458.630127
	Iteration 46Q: 3 clusters Score -358376.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -358402.812500 Penalty: 2458.630127
	Iteration 47Q: 3 clusters Score -358402.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -358420.156250 Penalty: 2458.630127
	Iteration 48Q: 3 clusters Score -358420.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -358438.687500 Penalty: 2458.630127
	Iteration 49Q: 3 clusters Score -358438.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -358451.812500 Penalty: 2458.630127
	Iteration 50Q: 3 clusters Score -358451.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -358462.906250 Penalty: 2458.630127
	Iteration 51Q: 3 clusters Score -358462.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -358469.718750 Penalty: 2458.630127
	Iteration 52Q: 3 clusters Score -358469.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -358476.000000 Penalty: 2458.630127
	Iteration 53Q: 3 clusters Score -358476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -358480.687500 Penalty: 2458.630127
	Iteration 54Q: 3 clusters Score -358480.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -358484.468750 Penalty: 2458.630127
	Iteration 55Q: 3 clusters Score -358484.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -358485.437500 Penalty: 2458.630127
	Iteration 56Q: 3 clusters Score -358485.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -358487.250000 Penalty: 2458.630127
	Iteration 57Q: 3 clusters Score -358487.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -358489.875000 Penalty: 2458.630127
	Iteration 58Q: 3 clusters Score -358489.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -358491.218750 Penalty: 2458.630127
	Iteration 59Q: 3 clusters Score -358491.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -358492.750000 Penalty: 2458.630127
	Iteration 60F: 3 clusters Score -358492.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -358495.343750 Penalty: 2458.630127
	Iteration 61Q: 3 clusters Score -358495.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -358497.031250 Penalty: 2458.630127
	Iteration 62Q: 3 clusters Score -358497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -358498.250000 Penalty: 2458.630127
	Iteration 63Q: 3 clusters Score -358498.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -358498.250000 Penalty: 2458.630127
	Iteration 64F: 3 clusters Score -358498.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Entering Unmasked Estep 
Score: -1005911.750000 Penalty: 1366.288208
	Iteration 0F: 2 clusters Score -1005912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -999336.250000 Penalty: 2732.576416
	Iteration 0F: 3 clusters Score -999336.2 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1001487.562500 Penalty: 2732.576416
	Iteration 1F: 3 clusters Score -1001488 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1001779.437500 Penalty: 2732.576416
	Iteration 2F: 3 clusters Score -1001779 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1002022.812500 Penalty: 2732.576416
	Iteration 3F: 3 clusters Score -1002023 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1002260.687500 Penalty: 2732.576416
	Iteration 4Q: 3 clusters Score -1002261 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1002528.562500 Penalty: 2732.576416
	Iteration 5Q: 3 clusters Score -1002529 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1002838.500000 Penalty: 2732.576416
	Iteration 6F: 3 clusters Score -1002838 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1003133.375000 Penalty: 2732.576416
	Iteration 7Q: 3 clusters Score -1003133 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1003452.500000 Penalty: 2732.576416
	Iteration 8Q: 3 clusters Score -1003452 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1003749.937500 Penalty: 2732.576416
	Iteration 9Q: 3 clusters Score -1003750 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1004033.812500 Penalty: 2732.576416
	Iteration 10Q: 3 clusters Score -1004034 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1004285.312500 Penalty: 2732.576416
	Iteration 11Q: 3 clusters Score -1004285 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1004496.312500 Penalty: 2732.576416
	Iteration 12Q: 3 clusters Score -1004496 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1004672.812500 Penalty: 2732.576416
	Iteration 13Q: 3 clusters Score -1004673 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1004806.062500 Penalty: 2732.576416
	Iteration 14Q: 3 clusters Score -1004806 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1004894.125000 Penalty: 2732.576416
	Iteration 15Q: 3 clusters Score -1004894 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1004953.937500 Penalty: 2732.576416
	Iteration 16Q: 3 clusters Score -1004954 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1005002.125000 Penalty: 2732.576416
	Iteration 17Q: 3 clusters Score -1005002 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1005030.812500 Penalty: 2732.576416
	Iteration 18Q: 3 clusters Score -1005031 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1005068.625000 Penalty: 2732.576416
	Iteration 19Q: 3 clusters Score -1005069 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1005095.875000 Penalty: 2732.576416
	Iteration 20F: 3 clusters Score -1005096 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1005116.562500 Penalty: 2732.576416
	Iteration 21Q: 3 clusters Score -1005117 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1005127.750000 Penalty: 2732.576416
	Iteration 22Q: 3 clusters Score -1005128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1005138.062500 Penalty: 2732.576416
	Iteration 23Q: 3 clusters Score -1005138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1005138.500000 Penalty: 2732.576416
	Iteration 24Q: 3 clusters Score -1005138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1005139.437500 Penalty: 2732.576416
	Iteration 25Q: 3 clusters Score -1005139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1005143.562500 Penalty: 2732.576416
	Iteration 26Q: 3 clusters Score -1005144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1005143.687500 Penalty: 2732.576416
	Iteration 27Q: 3 clusters Score -1005144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1005145.187500 Penalty: 2732.576416
	Iteration 28Q: 3 clusters Score -1005145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1005147.937500 Penalty: 2732.576416
	Iteration 29Q: 3 clusters Score -1005148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1005147.937500 Penalty: 2732.576416
	Iteration 30F: 3 clusters Score -1005148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Entering Unmasked Estep 
Score: -191787.671875 Penalty: 1148.076782
	Iteration 0F: 2 clusters Score -191787.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -189790.937500 Penalty: 2296.153564
	Iteration 0F: 3 clusters Score -189790.9 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -190469.625000 Penalty: 2296.153564
	Iteration 1F: 3 clusters Score -190469.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -190699.828125 Penalty: 2296.153564
	Iteration 2F: 3 clusters Score -190699.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -190848.421875 Penalty: 2296.153564
	Iteration 3F: 3 clusters Score -190848.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -191014.578125 Penalty: 2296.153564
	Iteration 4Q: 3 clusters Score -191014.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -191161.609375 Penalty: 2296.153564
	Iteration 5Q: 3 clusters Score -191161.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -191307.281250 Penalty: 2296.153564
	Iteration 6Q: 3 clusters Score -191307.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -191418.718750 Penalty: 2296.153564
	Iteration 7Q: 3 clusters Score -191418.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -191492.312500 Penalty: 2296.153564
	Iteration 8Q: 3 clusters Score -191492.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -191545.421875 Penalty: 2296.153564
	Iteration 9Q: 3 clusters Score -191545.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -191596.968750 Penalty: 2296.153564
	Iteration 10Q: 3 clusters Score -191597 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -191654.640625 Penalty: 2296.153564
	Iteration 11Q: 3 clusters Score -191654.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -191693.171875 Penalty: 2296.153564
	Iteration 12Q: 3 clusters Score -191693.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -191716.031250 Penalty: 2296.153564
	Iteration 13Q: 3 clusters Score -191716 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -191732.140625 Penalty: 2296.153564
	Iteration 14Q: 3 clusters Score -191732.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -191751.218750 Penalty: 2296.153564
	Iteration 15Q: 3 clusters Score -191751.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -191757.421875 Penalty: 2296.153564
	Iteration 16Q: 3 clusters Score -191757.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -191762.250000 Penalty: 2296.153564
	Iteration 17Q: 3 clusters Score -191762.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -191765.359375 Penalty: 2296.153564
	Iteration 18Q: 3 clusters Score -191765.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -191766.625000 Penalty: 2296.153564
	Iteration 19Q: 3 clusters Score -191766.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -191777.734375 Penalty: 2296.153564
	Iteration 20F: 3 clusters Score -191777.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -191784.843750 Penalty: 2296.153564
	Iteration 21Q: 3 clusters Score -191784.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -191791.265625 Penalty: 2296.153564
	Iteration 22Q: 3 clusters Score -191791.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -191797.171875 Penalty: 2296.153564
	Iteration 23Q: 3 clusters Score -191797.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -191803.328125 Penalty: 2296.153564
	Iteration 24Q: 3 clusters Score -191803.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -191810.140625 Penalty: 2296.153564
	Iteration 25Q: 3 clusters Score -191810.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -191815.875000 Penalty: 2296.153564
	Iteration 26Q: 3 clusters Score -191815.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -191820.046875 Penalty: 2296.153564
	Iteration 27Q: 3 clusters Score -191820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -191822.140625 Penalty: 2296.153564
	Iteration 28Q: 3 clusters Score -191822.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -191824.937500 Penalty: 2296.153564
	Iteration 29Q: 3 clusters Score -191824.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -191825.500000 Penalty: 2296.153564
	Iteration 30Q: 3 clusters Score -191825.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -191827.281250 Penalty: 2296.153564
	Iteration 31Q: 3 clusters Score -191827.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -191827.281250 Penalty: 2296.153564
	Iteration 32F: 3 clusters Score -191827.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 108488 members 
Mstep: Class 3 contains 21648 members 
Mstep: Class 4 contains 37345 members 
Mstep: Class 5 contains 66317 members 
Mstep: Class 6 contains 115148 members 
Mstep: Class 7 contains 6026 members 
Mstep: Class 8 contains 18462 members 
Mstep: Class 9 contains 19769 members 
Mstep: Class 10 contains 20992 members 
Mstep: Class 11 contains 49780 members 
Mstep: Class 12 contains 3872 members 
Mstep: Class 13 contains 9721 members 
Mstep: Class 14 contains 1155 members 
Mstep: Class 15 contains 5253 members 
Mstep: Class 16 contains 40932 members 
Mstep: Class 17 contains 8303 members 
Mstep: Class 18 contains 22391 members 
Mstep: Class 19 contains 16382 members 
Mstep: Class 20 contains 38637 members 
Mstep: Class 21 contains 13825 members 
Mstep: Class 22 contains 20362 members 
Mstep: Class 23 contains 12965 members 
Mstep: Class 24 contains 30813 members 
Mstep: Class 25 contains 4547 members 
Mstep: Class 26 contains 3514 members 
Mstep: Class 27 contains 22823 members 
Mstep: Class 28 contains 2766 members 
Mstep: Class 29 contains 10665 members 
Mstep: Class 30 contains 38821 members 
Mstep: Class 31 contains 17835 members 
Mstep: Class 32 contains 9185 members 
Mstep: Class 33 contains 17406 members 
Mstep: Class 34 contains 8713 members 
Mstep: Class 35 contains 19895 members 
Mstep: Class 36 contains 588 members 
Mstep: Class 37 contains 6605 members 
Mstep: Class 38 contains 15495 members 
Mstep: Class 39 contains 5604 members 
Mstep: Class 40 contains 2693 members 
Mstep: Class 41 contains 5032 members 
Mstep: Class 42 contains 6473 members 
Mstep: Class 43 contains 1088 members 
Entering Unmasked Estep 
Score: -88080656.000000 Penalty: 87721.671875
Splitting cluster 14 changes total score from -88081480.000000 to -88080656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (5253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Entering Unmasked Estep 
Score: -497217.687500 Penalty: 1274.703369
	Iteration 0F: 2 clusters Score -497217.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -493375.875000 Penalty: 2549.406738
	Iteration 0F: 3 clusters Score -493375.9 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -494527.500000 Penalty: 2549.406738
	Iteration 1F: 3 clusters Score -494527.5 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -494781.406250 Penalty: 2549.406738
	Iteration 2F: 3 clusters Score -494781.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -494955.125000 Penalty: 2549.406738
	Iteration 3F: 3 clusters Score -494955.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -495075.093750 Penalty: 2549.406738
	Iteration 4Q: 3 clusters Score -495075.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -495183.875000 Penalty: 2549.406738
	Iteration 5Q: 3 clusters Score -495183.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -495295.750000 Penalty: 2549.406738
	Iteration 6Q: 3 clusters Score -495295.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -495385.406250 Penalty: 2549.406738
	Iteration 7Q: 3 clusters Score -495385.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -495501.218750 Penalty: 2549.406738
	Iteration 8Q: 3 clusters Score -495501.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -495630.437500 Penalty: 2549.406738
	Iteration 9Q: 3 clusters Score -495630.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -495757.437500 Penalty: 2549.406738
	Iteration 10Q: 3 clusters Score -495757.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -495910.562500 Penalty: 2549.406738
	Iteration 11Q: 3 clusters Score -495910.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -496042.656250 Penalty: 2549.406738
	Iteration 12Q: 3 clusters Score -496042.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -496180.687500 Penalty: 2549.406738
	Iteration 13Q: 3 clusters Score -496180.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -496308.468750 Penalty: 2549.406738
	Iteration 14Q: 3 clusters Score -496308.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -496436.781250 Penalty: 2549.406738
	Iteration 15Q: 3 clusters Score -496436.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -496539.093750 Penalty: 2549.406738
	Iteration 16Q: 3 clusters Score -496539.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -496627.312500 Penalty: 2549.406738
	Iteration 17Q: 3 clusters Score -496627.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -496712.812500 Penalty: 2549.406738
	Iteration 18Q: 3 clusters Score -496712.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -496758.937500 Penalty: 2549.406738
	Iteration 19Q: 3 clusters Score -496758.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -496781.375000 Penalty: 2549.406738
	Iteration 20F: 3 clusters Score -496781.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -496801.968750 Penalty: 2549.406738
	Iteration 21Q: 3 clusters Score -496802 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -496821.593750 Penalty: 2549.406738
	Iteration 22Q: 3 clusters Score -496821.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -496837.093750 Penalty: 2549.406738
	Iteration 23Q: 3 clusters Score -496837.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -496844.312500 Penalty: 2549.406738
	Iteration 24Q: 3 clusters Score -496844.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -496848.187500 Penalty: 2549.406738
	Iteration 25Q: 3 clusters Score -496848.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -496854.281250 Penalty: 2549.406738
	Iteration 26Q: 3 clusters Score -496854.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -496858.781250 Penalty: 2549.406738
	Iteration 27Q: 3 clusters Score -496858.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -496862.531250 Penalty: 2549.406738
	Iteration 28Q: 3 clusters Score -496862.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -496865.437500 Penalty: 2549.406738
	Iteration 29Q: 3 clusters Score -496865.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -496867.531250 Penalty: 2549.406738
	Iteration 30Q: 3 clusters Score -496867.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -496867.875000 Penalty: 2549.406738
	Iteration 31Q: 3 clusters Score -496867.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -496869.593750 Penalty: 2549.406738
	Iteration 32Q: 3 clusters Score -496869.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -496871.093750 Penalty: 2549.406738
	Iteration 33Q: 3 clusters Score -496871.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -496873.500000 Penalty: 2549.406738
	Iteration 34Q: 3 clusters Score -496873.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -496871.687500 Penalty: 2549.406738
	Iteration 35Q: 3 clusters Score -496871.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -496873.718750 Penalty: 2549.406738
	Iteration 36Q: 3 clusters Score -496873.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -496873.718750 Penalty: 2549.406738
	Iteration 37F: 3 clusters Score -496873.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (40932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40932 members 
Entering Unmasked Estep 
Score: -4138334.500000 Penalty: 1580.206543
	Iteration 0F: 2 clusters Score -4138334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -4111737.750000 Penalty: 3160.413086
	Iteration 0F: 3 clusters Score -4111738 nChanged 18588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -4122155.750000 Penalty: 3160.413086
	Iteration 1F: 3 clusters Score -4122156 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -4122733.500000 Penalty: 3160.413086
	Iteration 2Q: 3 clusters Score -4122734 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -4123271.000000 Penalty: 3160.413086
	Iteration 3Q: 3 clusters Score -4123271 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -4123802.500000 Penalty: 3160.413086
	Iteration 4Q: 3 clusters Score -4123802 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -4124343.000000 Penalty: 3160.413086
	Iteration 5Q: 3 clusters Score -4124343 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -4124943.250000 Penalty: 3160.413086
	Iteration 6Q: 3 clusters Score -4124943 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -4125591.500000 Penalty: 3160.413086
	Iteration 7Q: 3 clusters Score -4125592 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -4126417.000000 Penalty: 3160.413086
	Iteration 8Q: 3 clusters Score -4126417 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -4127369.250000 Penalty: 3160.413086
	Iteration 9Q: 3 clusters Score -4127369 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -4128464.500000 Penalty: 3160.413086
	Iteration 10Q: 3 clusters Score -4128464 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -4129610.250000 Penalty: 3160.413086
	Iteration 11Q: 3 clusters Score -4129610 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -4130506.000000 Penalty: 3160.413086
	Iteration 12Q: 3 clusters Score -4130506 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 23468 members 
Entering Unmasked Estep 
Score: -4131067.750000 Penalty: 3160.413086
	Iteration 13Q: 3 clusters Score -4131068 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 23740 members 
Entering Unmasked Estep 
Score: -4131434.750000 Penalty: 3160.413086
	Iteration 14Q: 3 clusters Score -4131435 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 23996 members 
Entering Unmasked Estep 
Score: -4131649.500000 Penalty: 3160.413086
	Iteration 15Q: 3 clusters Score -4131650 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 24260 members 
Entering Unmasked Estep 
Score: -4131804.500000 Penalty: 3160.413086
	Iteration 16Q: 3 clusters Score -4131804 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 24506 members 
Entering Unmasked Estep 
Score: -4131939.000000 Penalty: 3160.413086
	Iteration 17Q: 3 clusters Score -4131939 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -4132060.500000 Penalty: 3160.413086
	Iteration 18Q: 3 clusters Score -4132060 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 25006 members 
Entering Unmasked Estep 
Score: -4132175.000000 Penalty: 3160.413086
	Iteration 19Q: 3 clusters Score -4132175 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 25240 members 
Entering Unmasked Estep 
Score: -4132243.000000 Penalty: 3160.413086
	Iteration 20F: 3 clusters Score -4132243 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 25479 members 
Entering Unmasked Estep 
Score: -4132330.250000 Penalty: 3160.413086
	Iteration 21Q: 3 clusters Score -4132330 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
Score: -4132433.750000 Penalty: 3160.413086
	Iteration 22Q: 3 clusters Score -4132434 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 25944 members 
Entering Unmasked Estep 
Score: -4132514.250000 Penalty: 3160.413086
	Iteration 23Q: 3 clusters Score -4132514 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 26209 members 
Entering Unmasked Estep 
Score: -4132611.500000 Penalty: 3160.413086
	Iteration 24Q: 3 clusters Score -4132612 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 26494 members 
Entering Unmasked Estep 
Score: -4132713.750000 Penalty: 3160.413086
	Iteration 25Q: 3 clusters Score -4132714 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 26765 members 
Entering Unmasked Estep 
Score: -4132792.500000 Penalty: 3160.413086
	Iteration 26Q: 3 clusters Score -4132792 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -4132902.250000 Penalty: 3160.413086
	Iteration 27Q: 3 clusters Score -4132902 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 27375 members 
Entering Unmasked Estep 
Score: -4132999.750000 Penalty: 3160.413086
	Iteration 28Q: 3 clusters Score -4133000 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 27670 members 
Entering Unmasked Estep 
Score: -4133096.250000 Penalty: 3160.413086
	Iteration 29Q: 3 clusters Score -4133096 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 27980 members 
Entering Unmasked Estep 
Score: -4133200.500000 Penalty: 3160.413086
	Iteration 30Q: 3 clusters Score -4133200 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
Score: -4133303.250000 Penalty: 3160.413086
	Iteration 31Q: 3 clusters Score -4133303 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 28778 members 
Entering Unmasked Estep 
Score: -4133458.250000 Penalty: 3160.413086
	Iteration 32Q: 3 clusters Score -4133458 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 29233 members 
Entering Unmasked Estep 
Score: -4133625.000000 Penalty: 3160.413086
	Iteration 33Q: 3 clusters Score -4133625 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 29688 members 
Entering Unmasked Estep 
Score: -4133768.000000 Penalty: 3160.413086
	Iteration 34Q: 3 clusters Score -4133768 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 30153 members 
Entering Unmasked Estep 
Score: -4133941.500000 Penalty: 3160.413086
	Iteration 35Q: 3 clusters Score -4133942 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 30636 members 
Entering Unmasked Estep 
Score: -4134092.250000 Penalty: 3160.413086
	Iteration 36Q: 3 clusters Score -4134092 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 31122 members 
Entering Unmasked Estep 
Score: -4134282.000000 Penalty: 3160.413086
	Iteration 37Q: 3 clusters Score -4134282 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 31618 members 
Entering Unmasked Estep 
Score: -4134460.500000 Penalty: 3160.413086
	Iteration 38Q: 3 clusters Score -4134460 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 32091 members 
Entering Unmasked Estep 
Score: -4134621.500000 Penalty: 3160.413086
	Iteration 39Q: 3 clusters Score -4134622 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 32549 members 
Entering Unmasked Estep 
Score: -4134819.000000 Penalty: 3160.413086
	Iteration 40F: 3 clusters Score -4134819 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 32987 members 
Entering Unmasked Estep 
Score: -4134974.250000 Penalty: 3160.413086
	Iteration 41Q: 3 clusters Score -4134974 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 33422 members 
Entering Unmasked Estep 
Score: -4135140.250000 Penalty: 3160.413086
	Iteration 42Q: 3 clusters Score -4135140 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 33812 members 
Entering Unmasked Estep 
Score: -4135300.250000 Penalty: 3160.413086
	Iteration 43Q: 3 clusters Score -4135300 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 34198 members 
Entering Unmasked Estep 
Score: -4135448.250000 Penalty: 3160.413086
	Iteration 44Q: 3 clusters Score -4135448 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 34562 members 
Entering Unmasked Estep 
Score: -4135567.000000 Penalty: 3160.413086
	Iteration 45Q: 3 clusters Score -4135567 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 34893 members 
Entering Unmasked Estep 
Score: -4135658.000000 Penalty: 3160.413086
	Iteration 46Q: 3 clusters Score -4135658 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 35184 members 
Entering Unmasked Estep 
Score: -4135774.750000 Penalty: 3160.413086
	Iteration 47Q: 3 clusters Score -4135775 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 35502 members 
Entering Unmasked Estep 
Score: -4135887.250000 Penalty: 3160.413086
	Iteration 48Q: 3 clusters Score -4135887 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 35788 members 
Entering Unmasked Estep 
Score: -4135968.750000 Penalty: 3160.413086
	Iteration 49Q: 3 clusters Score -4135969 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 36053 members 
Entering Unmasked Estep 
Score: -4136081.000000 Penalty: 3160.413086
	Iteration 50Q: 3 clusters Score -4136081 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 36301 members 
Entering Unmasked Estep 
Score: -4136180.000000 Penalty: 3160.413086
	Iteration 51Q: 3 clusters Score -4136180 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 36544 members 
Entering Unmasked Estep 
Score: -4136280.000000 Penalty: 3160.413086
	Iteration 52Q: 3 clusters Score -4136280 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 36765 members 
Entering Unmasked Estep 
Score: -4136370.250000 Penalty: 3160.413086
	Iteration 53Q: 3 clusters Score -4136370 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 36946 members 
Entering Unmasked Estep 
Score: -4136438.750000 Penalty: 3160.413086
	Iteration 54Q: 3 clusters Score -4136439 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 37125 members 
Entering Unmasked Estep 
Score: -4136494.000000 Penalty: 3160.413086
	Iteration 55Q: 3 clusters Score -4136494 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 37296 members 
Entering Unmasked Estep 
Score: -4136558.250000 Penalty: 3160.413086
	Iteration 56Q: 3 clusters Score -4136558 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 37427 members 
Entering Unmasked Estep 
Score: -4136598.000000 Penalty: 3160.413086
	Iteration 57Q: 3 clusters Score -4136598 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 37545 members 
Entering Unmasked Estep 
Score: -4136640.000000 Penalty: 3160.413086
	Iteration 58Q: 3 clusters Score -4136640 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 37646 members 
Entering Unmasked Estep 
Score: -4136675.250000 Penalty: 3160.413086
	Iteration 59Q: 3 clusters Score -4136675 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 37738 members 
Entering Unmasked Estep 
Score: -4136704.500000 Penalty: 3160.413086
	Iteration 60F: 3 clusters Score -4136704 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 37839 members 
Entering Unmasked Estep 
Score: -4136727.250000 Penalty: 3160.413086
	Iteration 61Q: 3 clusters Score -4136727 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 37943 members 
Entering Unmasked Estep 
Score: -4136776.000000 Penalty: 3160.413086
	Iteration 62Q: 3 clusters Score -4136776 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 38061 members 
Entering Unmasked Estep 
Score: -4136828.750000 Penalty: 3160.413086
	Iteration 63Q: 3 clusters Score -4136829 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 38187 members 
Entering Unmasked Estep 
Score: -4136880.750000 Penalty: 3160.413086
	Iteration 64Q: 3 clusters Score -4136881 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 38295 members 
Entering Unmasked Estep 
Score: -4136920.000000 Penalty: 3160.413086
	Iteration 65Q: 3 clusters Score -4136920 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 38386 members 
Entering Unmasked Estep 
Score: -4136977.500000 Penalty: 3160.413086
	Iteration 66Q: 3 clusters Score -4136978 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 38473 members 
Entering Unmasked Estep 
Score: -4137013.750000 Penalty: 3160.413086
	Iteration 67Q: 3 clusters Score -4137014 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 38537 members 
Entering Unmasked Estep 
Score: -4137024.000000 Penalty: 3160.413086
	Iteration 68Q: 3 clusters Score -4137024 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 38593 members 
Entering Unmasked Estep 
Score: -4137044.750000 Penalty: 3160.413086
	Iteration 69Q: 3 clusters Score -4137045 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 38635 members 
Entering Unmasked Estep 
Score: -4137057.250000 Penalty: 3160.413086
	Iteration 70Q: 3 clusters Score -4137057 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 38673 members 
Entering Unmasked Estep 
Score: -4137061.750000 Penalty: 3160.413086
	Iteration 71Q: 3 clusters Score -4137062 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 38707 members 
Entering Unmasked Estep 
Score: -4137062.000000 Penalty: 3160.413086
	Iteration 72Q: 3 clusters Score -4137062 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 38735 members 
Entering Unmasked Estep 
Score: -4137072.250000 Penalty: 3160.413086
	Iteration 73Q: 3 clusters Score -4137072 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 38763 members 
Entering Unmasked Estep 
Score: -4137082.250000 Penalty: 3160.413086
	Iteration 74Q: 3 clusters Score -4137082 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 38783 members 
Entering Unmasked Estep 
Score: -4137080.000000 Penalty: 3160.413086
	Iteration 75Q: 3 clusters Score -4137080 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 38801 members 
Entering Unmasked Estep 
Score: -4137078.000000 Penalty: 3160.413086
	Iteration 76Q: 3 clusters Score -4137078 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 38819 members 
Entering Unmasked Estep 
Score: -4137082.250000 Penalty: 3160.413086
	Iteration 77Q: 3 clusters Score -4137082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 38833 members 
Entering Unmasked Estep 
Score: -4137086.250000 Penalty: 3160.413086
	Iteration 78Q: 3 clusters Score -4137086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 38847 members 
Entering Unmasked Estep 
Score: -4137089.000000 Penalty: 3160.413086
	Iteration 79Q: 3 clusters Score -4137089 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 38863 members 
Entering Unmasked Estep 
Score: -4137093.000000 Penalty: 3160.413086
	Iteration 80F: 3 clusters Score -4137093 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 38874 members 
Entering Unmasked Estep 
Score: -4137092.000000 Penalty: 3160.413086
	Iteration 81Q: 3 clusters Score -4137092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 38883 members 
Entering Unmasked Estep 
Score: -4137096.750000 Penalty: 3160.413086
	Iteration 82Q: 3 clusters Score -4137097 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 38892 members 
Entering Unmasked Estep 
Score: -4137101.000000 Penalty: 3160.413086
	Iteration 83Q: 3 clusters Score -4137101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 38897 members 
Entering Unmasked Estep 
Score: -4137104.250000 Penalty: 3160.413086
	Iteration 84Q: 3 clusters Score -4137104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 38903 members 
Entering Unmasked Estep 
Score: -4137099.500000 Penalty: 3160.413086
	Iteration 85Q: 3 clusters Score -4137100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 38908 members 
Entering Unmasked Estep 
Score: -4137102.500000 Penalty: 3160.413086
	Iteration 86Q: 3 clusters Score -4137102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 38913 members 
Entering Unmasked Estep 
Score: -4137103.000000 Penalty: 3160.413086
	Iteration 87Q: 3 clusters Score -4137103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 38920 members 
Entering Unmasked Estep 
Score: -4137104.250000 Penalty: 3160.413086
	Iteration 88Q: 3 clusters Score -4137104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 38926 members 
Entering Unmasked Estep 
Score: -4137104.000000 Penalty: 3160.413086
	Iteration 89Q: 3 clusters Score -4137104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 38939 members 
Entering Unmasked Estep 
Score: -4137115.750000 Penalty: 3160.413086
	Iteration 90Q: 3 clusters Score -4137116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 38950 members 
Entering Unmasked Estep 
Score: -4137109.500000 Penalty: 3160.413086
	Iteration 91Q: 3 clusters Score -4137110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 38962 members 
Entering Unmasked Estep 
Score: -4137124.000000 Penalty: 3160.413086
	Iteration 92Q: 3 clusters Score -4137124 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 38979 members 
Entering Unmasked Estep 
Score: -4137122.750000 Penalty: 3160.413086
	Iteration 93Q: 3 clusters Score -4137123 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 38992 members 
Entering Unmasked Estep 
Score: -4137126.250000 Penalty: 3160.413086
	Iteration 94Q: 3 clusters Score -4137126 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 39007 members 
Entering Unmasked Estep 
Score: -4137126.750000 Penalty: 3160.413086
	Iteration 95Q: 3 clusters Score -4137127 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 39026 members 
Entering Unmasked Estep 
Score: -4137131.250000 Penalty: 3160.413086
	Iteration 96Q: 3 clusters Score -4137131 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 39048 members 
Entering Unmasked Estep 
Score: -4137149.750000 Penalty: 3160.413086
	Iteration 97Q: 3 clusters Score -4137150 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 39073 members 
Entering Unmasked Estep 
Score: -4137161.000000 Penalty: 3160.413086
	Iteration 98Q: 3 clusters Score -4137161 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 39102 members 
Entering Unmasked Estep 
Score: -4137170.750000 Penalty: 3160.413086
	Iteration 99Q: 3 clusters Score -4137171 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 39120 members 
Entering Unmasked Estep 
Score: -4137175.000000 Penalty: 3160.413086
	Iteration 100F: 3 clusters Score -4137175 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 39137 members 
Entering Unmasked Estep 
Score: -4137179.750000 Penalty: 3160.413086
	Iteration 101Q: 3 clusters Score -4137180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 39154 members 
Entering Unmasked Estep 
Score: -4137179.750000 Penalty: 3160.413086
	Iteration 102Q: 3 clusters Score -4137180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 39165 members 
Entering Unmasked Estep 
Score: -4137176.750000 Penalty: 3160.413086
	Iteration 103Q: 3 clusters Score -4137177 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 39172 members 
Entering Unmasked Estep 
Score: -4137186.000000 Penalty: 3160.413086
	Iteration 104Q: 3 clusters Score -4137186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 39177 members 
Entering Unmasked Estep 
Score: -4137184.000000 Penalty: 3160.413086
	Iteration 105Q: 3 clusters Score -4137184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 39182 members 
Entering Unmasked Estep 
Score: -4137186.000000 Penalty: 3160.413086
	Iteration 106Q: 3 clusters Score -4137186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 39189 members 
Entering Unmasked Estep 
Score: -4137187.000000 Penalty: 3160.413086
	Iteration 107Q: 3 clusters Score -4137187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 39195 members 
Entering Unmasked Estep 
Score: -4137195.000000 Penalty: 3160.413086
	Iteration 108Q: 3 clusters Score -4137195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 39200 members 
Entering Unmasked Estep 
Score: -4137199.500000 Penalty: 3160.413086
	Iteration 109Q: 3 clusters Score -4137200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 39206 members 
Entering Unmasked Estep 
Score: -4137198.000000 Penalty: 3160.413086
	Iteration 110Q: 3 clusters Score -4137198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 39210 members 
Entering Unmasked Estep 
Score: -4137202.750000 Penalty: 3160.413086
	Iteration 111Q: 3 clusters Score -4137203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 39211 members 
Entering Unmasked Estep 
Score: -4137205.250000 Penalty: 3160.413086
	Iteration 112Q: 3 clusters Score -4137205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 39215 members 
Entering Unmasked Estep 
Score: -4137203.250000 Penalty: 3160.413086
	Iteration 113Q: 3 clusters Score -4137203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 39216 members 
Entering Unmasked Estep 
Score: -4137208.250000 Penalty: 3160.413086
	Iteration 114Q: 3 clusters Score -4137208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 39218 members 
Entering Unmasked Estep 
Score: -4137210.500000 Penalty: 3160.413086
	Iteration 115Q: 3 clusters Score -4137210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 39220 members 
Entering Unmasked Estep 
Score: -4137209.250000 Penalty: 3160.413086
	Iteration 116Q: 3 clusters Score -4137209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 39225 members 
Entering Unmasked Estep 
Score: -4137210.250000 Penalty: 3160.413086
	Iteration 117Q: 3 clusters Score -4137210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 39227 members 
Entering Unmasked Estep 
Score: -4137209.500000 Penalty: 3160.413086
	Iteration 118Q: 3 clusters Score -4137210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 39228 members 
Entering Unmasked Estep 
Score: -4137211.000000 Penalty: 3160.413086
	Iteration 119Q: 3 clusters Score -4137211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 39230 members 
Entering Unmasked Estep 
Score: -4137213.000000 Penalty: 3160.413086
	Iteration 120F: 3 clusters Score -4137213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 39231 members 
Entering Unmasked Estep 
Score: -4137210.500000 Penalty: 3160.413086
	Iteration 121Q: 3 clusters Score -4137210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 39231 members 
Entering Unmasked Estep 
Score: -4137210.500000 Penalty: 3160.413086
	Iteration 122F: 3 clusters Score -4137210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Entering Unmasked Estep 
Score: -860420.250000 Penalty: 1342.826538
	Iteration 0F: 2 clusters Score -860420.2 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 4066 members 
Entering Unmasked Estep 
Score: -854753.625000 Penalty: 2685.653076
	Iteration 0F: 3 clusters Score -854753.6 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -856550.562500 Penalty: 2685.653076
	Iteration 1F: 3 clusters Score -856550.6 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -856837.187500 Penalty: 2685.653076
	Iteration 2F: 3 clusters Score -856837.2 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -857063.750000 Penalty: 2685.653076
	Iteration 3F: 3 clusters Score -857063.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -857259.625000 Penalty: 2685.653076
	Iteration 4Q: 3 clusters Score -857259.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -857405.375000 Penalty: 2685.653076
	Iteration 5Q: 3 clusters Score -857405.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -857525.937500 Penalty: 2685.653076
	Iteration 6Q: 3 clusters Score -857525.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -857642.187500 Penalty: 2685.653076
	Iteration 7Q: 3 clusters Score -857642.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -857762.312500 Penalty: 2685.653076
	Iteration 8Q: 3 clusters Score -857762.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -857903.750000 Penalty: 2685.653076
	Iteration 9Q: 3 clusters Score -857903.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -858064.937500 Penalty: 2685.653076
	Iteration 10Q: 3 clusters Score -858064.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -858237.812500 Penalty: 2685.653076
	Iteration 11Q: 3 clusters Score -858237.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -858421.687500 Penalty: 2685.653076
	Iteration 12Q: 3 clusters Score -858421.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -858599.562500 Penalty: 2685.653076
	Iteration 13Q: 3 clusters Score -858599.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -858773.625000 Penalty: 2685.653076
	Iteration 14Q: 3 clusters Score -858773.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -858935.187500 Penalty: 2685.653076
	Iteration 15Q: 3 clusters Score -858935.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -859081.812500 Penalty: 2685.653076
	Iteration 16Q: 3 clusters Score -859081.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -859213.500000 Penalty: 2685.653076
	Iteration 17Q: 3 clusters Score -859213.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -859321.687500 Penalty: 2685.653076
	Iteration 18Q: 3 clusters Score -859321.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -859426.812500 Penalty: 2685.653076
	Iteration 19Q: 3 clusters Score -859426.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -859485.937500 Penalty: 2685.653076
	Iteration 20F: 3 clusters Score -859485.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -859514.375000 Penalty: 2685.653076
	Iteration 21Q: 3 clusters Score -859514.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -859538.500000 Penalty: 2685.653076
	Iteration 22Q: 3 clusters Score -859538.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -859557.625000 Penalty: 2685.653076
	Iteration 23Q: 3 clusters Score -859557.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -859577.312500 Penalty: 2685.653076
	Iteration 24Q: 3 clusters Score -859577.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -859595.937500 Penalty: 2685.653076
	Iteration 25Q: 3 clusters Score -859595.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -859605.500000 Penalty: 2685.653076
	Iteration 26Q: 3 clusters Score -859605.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -859612.500000 Penalty: 2685.653076
	Iteration 27Q: 3 clusters Score -859612.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -859616.500000 Penalty: 2685.653076
	Iteration 28Q: 3 clusters Score -859616.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -859620.375000 Penalty: 2685.653076
	Iteration 29Q: 3 clusters Score -859620.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -859622.937500 Penalty: 2685.653076
	Iteration 30Q: 3 clusters Score -859622.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -859627.437500 Penalty: 2685.653076
	Iteration 31Q: 3 clusters Score -859627.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -859628.250000 Penalty: 2685.653076
	Iteration 32Q: 3 clusters Score -859628.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -859629.312500 Penalty: 2685.653076
	Iteration 33Q: 3 clusters Score -859629.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -859629.625000 Penalty: 2685.653076
	Iteration 34Q: 3 clusters Score -859629.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -859632.312500 Penalty: 2685.653076
	Iteration 35Q: 3 clusters Score -859632.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -859632.312500 Penalty: 2685.653076
	Iteration 36F: 3 clusters Score -859632.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (22391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Entering Unmasked Estep 
Score: -2164348.250000 Penalty: 1490.442505
	Iteration 0F: 2 clusters Score -2164348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -2149693.000000 Penalty: 2980.885010
	Iteration 0F: 3 clusters Score -2149693 nChanged 9975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -2155240.500000 Penalty: 2980.885010
	Iteration 1F: 3 clusters Score -2155240 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -2155855.500000 Penalty: 2980.885010
	Iteration 2F: 3 clusters Score -2155856 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -2156500.000000 Penalty: 2980.885010
	Iteration 3F: 3 clusters Score -2156500 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -2157236.500000 Penalty: 2980.885010
	Iteration 4F: 3 clusters Score -2157236 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -2158070.500000 Penalty: 2980.885010
	Iteration 5F: 3 clusters Score -2158070 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -2159058.750000 Penalty: 2980.885010
	Iteration 6F: 3 clusters Score -2159059 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -2160118.750000 Penalty: 2980.885010
	Iteration 7F: 3 clusters Score -2160119 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -2161151.250000 Penalty: 2980.885010
	Iteration 8Q: 3 clusters Score -2161151 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -2161962.750000 Penalty: 2980.885010
	Iteration 9Q: 3 clusters Score -2161963 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -2162695.000000 Penalty: 2980.885010
	Iteration 10Q: 3 clusters Score -2162695 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -2163247.500000 Penalty: 2980.885010
	Iteration 11Q: 3 clusters Score -2163248 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -2163711.000000 Penalty: 2980.885010
	Iteration 12Q: 3 clusters Score -2163711 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 19807 members 
Entering Unmasked Estep 
Score: -2164056.750000 Penalty: 2980.885010
	Iteration 13Q: 3 clusters Score -2164057 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -2164253.250000 Penalty: 2980.885010
	Iteration 14Q: 3 clusters Score -2164253 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -2164335.250000 Penalty: 2980.885010
	Iteration 15Q: 3 clusters Score -2164335 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -2164375.000000 Penalty: 2980.885010
	Iteration 16Q: 3 clusters Score -2164375 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -2164385.500000 Penalty: 2980.885010
	Iteration 17Q: 3 clusters Score -2164386 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -2164385.000000 Penalty: 2980.885010
	Iteration 18Q: 3 clusters Score -2164385 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -2164391.750000 Penalty: 2980.885010
	Iteration 19Q: 3 clusters Score -2164392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -2164391.250000 Penalty: 2980.885010
	Iteration 20F: 3 clusters Score -2164391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -2164391.750000 Penalty: 2980.885010
	Iteration 21Q: 3 clusters Score -2164392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -2164391.000000 Penalty: 2980.885010
	Iteration 22Q: 3 clusters Score -2164391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -2164391.000000 Penalty: 2980.885010
	Iteration 23F: 3 clusters Score -2164391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 108488 members 
Mstep: Class 3 contains 21648 members 
Mstep: Class 4 contains 37345 members 
Mstep: Class 5 contains 66317 members 
Mstep: Class 6 contains 115148 members 
Mstep: Class 7 contains 6026 members 
Mstep: Class 8 contains 18462 members 
Mstep: Class 9 contains 19769 members 
Mstep: Class 10 contains 20992 members 
Mstep: Class 11 contains 49780 members 
Mstep: Class 12 contains 3872 members 
Mstep: Class 13 contains 9721 members 
Mstep: Class 14 contains 2243 members 
Mstep: Class 15 contains 5253 members 
Mstep: Class 16 contains 40932 members 
Mstep: Class 17 contains 8303 members 
Mstep: Class 18 contains 2682 members 
Mstep: Class 19 contains 16382 members 
Mstep: Class 20 contains 38637 members 
Mstep: Class 21 contains 13825 members 
Mstep: Class 22 contains 20362 members 
Mstep: Class 23 contains 12965 members 
Mstep: Class 24 contains 30813 members 
Mstep: Class 25 contains 4547 members 
Mstep: Class 26 contains 3514 members 
Mstep: Class 27 contains 22823 members 
Mstep: Class 28 contains 2766 members 
Mstep: Class 29 contains 10665 members 
Mstep: Class 30 contains 38821 members 
Mstep: Class 31 contains 17835 members 
Mstep: Class 32 contains 9185 members 
Mstep: Class 33 contains 17406 members 
Mstep: Class 34 contains 8713 members 
Mstep: Class 35 contains 19895 members 
Mstep: Class 36 contains 588 members 
Mstep: Class 37 contains 6605 members 
Mstep: Class 38 contains 15495 members 
Mstep: Class 39 contains 5604 members 
Mstep: Class 40 contains 2693 members 
Mstep: Class 41 contains 5032 members 
Mstep: Class 42 contains 6473 members 
Mstep: Class 43 contains 19709 members 
Entering Unmasked Estep 
Score: -88081240.000000 Penalty: 87721.671875
Splitting cluster 18 changes total score from -88081480.000000 to -88081240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (16382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Entering Unmasked Estep 
Score: -1716759.000000 Penalty: 1443.946045
	Iteration 0F: 2 clusters Score -1716759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1705925.625000 Penalty: 2887.892090
	Iteration 0F: 3 clusters Score -1705926 nChanged 7088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1709688.125000 Penalty: 2887.892090
	Iteration 1F: 3 clusters Score -1709688 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1710065.250000 Penalty: 2887.892090
	Iteration 2F: 3 clusters Score -1710065 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1710427.750000 Penalty: 2887.892090
	Iteration 3F: 3 clusters Score -1710428 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1710773.750000 Penalty: 2887.892090
	Iteration 4Q: 3 clusters Score -1710774 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1711170.750000 Penalty: 2887.892090
	Iteration 5Q: 3 clusters Score -1711171 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1711639.500000 Penalty: 2887.892090
	Iteration 6F: 3 clusters Score -1711640 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -1712243.875000 Penalty: 2887.892090
	Iteration 7F: 3 clusters Score -1712244 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -1712950.000000 Penalty: 2887.892090
	Iteration 8F: 3 clusters Score -1712950 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -1713654.000000 Penalty: 2887.892090
	Iteration 9F: 3 clusters Score -1713654 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -1714222.625000 Penalty: 2887.892090
	Iteration 10Q: 3 clusters Score -1714223 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -1714647.000000 Penalty: 2887.892090
	Iteration 11Q: 3 clusters Score -1714647 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -1714958.000000 Penalty: 2887.892090
	Iteration 12Q: 3 clusters Score -1714958 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -1715173.125000 Penalty: 2887.892090
	Iteration 13Q: 3 clusters Score -1715173 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -1715307.500000 Penalty: 2887.892090
	Iteration 14Q: 3 clusters Score -1715308 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -1715395.125000 Penalty: 2887.892090
	Iteration 15Q: 3 clusters Score -1715395 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -1715468.500000 Penalty: 2887.892090
	Iteration 16Q: 3 clusters Score -1715468 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -1715529.250000 Penalty: 2887.892090
	Iteration 17Q: 3 clusters Score -1715529 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -1715573.625000 Penalty: 2887.892090
	Iteration 18Q: 3 clusters Score -1715574 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -1715603.250000 Penalty: 2887.892090
	Iteration 19Q: 3 clusters Score -1715603 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -1715619.750000 Penalty: 2887.892090
	Iteration 20F: 3 clusters Score -1715620 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -1715635.500000 Penalty: 2887.892090
	Iteration 21Q: 3 clusters Score -1715636 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -1715659.375000 Penalty: 2887.892090
	Iteration 22Q: 3 clusters Score -1715659 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -1715668.875000 Penalty: 2887.892090
	Iteration 23Q: 3 clusters Score -1715669 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -1715682.625000 Penalty: 2887.892090
	Iteration 24Q: 3 clusters Score -1715683 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -1715691.250000 Penalty: 2887.892090
	Iteration 25Q: 3 clusters Score -1715691 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -1715701.500000 Penalty: 2887.892090
	Iteration 26Q: 3 clusters Score -1715702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -1715708.875000 Penalty: 2887.892090
	Iteration 27Q: 3 clusters Score -1715709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -1715714.375000 Penalty: 2887.892090
	Iteration 28Q: 3 clusters Score -1715714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -1715719.750000 Penalty: 2887.892090
	Iteration 29Q: 3 clusters Score -1715720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -1715721.875000 Penalty: 2887.892090
	Iteration 30Q: 3 clusters Score -1715722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -1715731.250000 Penalty: 2887.892090
	Iteration 31Q: 3 clusters Score -1715731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -1715733.750000 Penalty: 2887.892090
	Iteration 32Q: 3 clusters Score -1715734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -1715737.125000 Penalty: 2887.892090
	Iteration 33Q: 3 clusters Score -1715737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -1715738.375000 Penalty: 2887.892090
	Iteration 34Q: 3 clusters Score -1715738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -1715739.500000 Penalty: 2887.892090
	Iteration 35Q: 3 clusters Score -1715740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -1715742.625000 Penalty: 2887.892090
	Iteration 36Q: 3 clusters Score -1715743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -1715747.625000 Penalty: 2887.892090
	Iteration 37Q: 3 clusters Score -1715748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -1715754.250000 Penalty: 2887.892090
	Iteration 38Q: 3 clusters Score -1715754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -1715759.875000 Penalty: 2887.892090
	Iteration 39Q: 3 clusters Score -1715760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -1715765.875000 Penalty: 2887.892090
	Iteration 40F: 3 clusters Score -1715766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -1715772.875000 Penalty: 2887.892090
	Iteration 41Q: 3 clusters Score -1715773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -1715775.875000 Penalty: 2887.892090
	Iteration 42Q: 3 clusters Score -1715776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -1715782.125000 Penalty: 2887.892090
	Iteration 43Q: 3 clusters Score -1715782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -1715781.625000 Penalty: 2887.892090
	Iteration 44Q: 3 clusters Score -1715782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -1715781.625000 Penalty: 2887.892090
	Iteration 45F: 3 clusters Score -1715782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (38637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38637 members 
Entering Unmasked Estep 
Score: -4009101.750000 Penalty: 1571.620605
	Iteration 0F: 2 clusters Score -4009102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -3983958.500000 Penalty: 3143.241211
	Iteration 0F: 3 clusters Score -3983958 nChanged 17649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -3994201.250000 Penalty: 3143.241211
	Iteration 1F: 3 clusters Score -3994201 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -3995478.500000 Penalty: 3143.241211
	Iteration 2F: 3 clusters Score -3995478 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -3997084.250000 Penalty: 3143.241211
	Iteration 3F: 3 clusters Score -3997084 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -3998841.750000 Penalty: 3143.241211
	Iteration 4F: 3 clusters Score -3998842 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 26846 members 
Entering Unmasked Estep 
Score: -4000403.000000 Penalty: 3143.241211
	Iteration 5F: 3 clusters Score -4000403 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 28257 members 
Entering Unmasked Estep 
Score: -4001681.750000 Penalty: 3143.241211
	Iteration 6F: 3 clusters Score -4001682 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 29535 members 
Entering Unmasked Estep 
Score: -4002668.500000 Penalty: 3143.241211
	Iteration 7Q: 3 clusters Score -4002668 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 30691 members 
Entering Unmasked Estep 
Score: -4003450.500000 Penalty: 3143.241211
	Iteration 8Q: 3 clusters Score -4003450 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 31672 members 
Entering Unmasked Estep 
Score: -4004060.750000 Penalty: 3143.241211
	Iteration 9Q: 3 clusters Score -4004061 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 32512 members 
Entering Unmasked Estep 
Score: -4004633.250000 Penalty: 3143.241211
	Iteration 10Q: 3 clusters Score -4004633 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 33225 members 
Entering Unmasked Estep 
Score: -4005086.750000 Penalty: 3143.241211
	Iteration 11Q: 3 clusters Score -4005087 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 33843 members 
Entering Unmasked Estep 
Score: -4005499.500000 Penalty: 3143.241211
	Iteration 12Q: 3 clusters Score -4005500 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 34387 members 
Entering Unmasked Estep 
Score: -4005837.250000 Penalty: 3143.241211
	Iteration 13Q: 3 clusters Score -4005837 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 34852 members 
Entering Unmasked Estep 
Score: -4006152.500000 Penalty: 3143.241211
	Iteration 14Q: 3 clusters Score -4006152 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 35254 members 
Entering Unmasked Estep 
Score: -4006436.000000 Penalty: 3143.241211
	Iteration 15Q: 3 clusters Score -4006436 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 35610 members 
Entering Unmasked Estep 
Score: -4006660.500000 Penalty: 3143.241211
	Iteration 16Q: 3 clusters Score -4006660 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 35914 members 
Entering Unmasked Estep 
Score: -4006826.500000 Penalty: 3143.241211
	Iteration 17Q: 3 clusters Score -4006826 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 36174 members 
Entering Unmasked Estep 
Score: -4006965.750000 Penalty: 3143.241211
	Iteration 18Q: 3 clusters Score -4006966 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 36400 members 
Entering Unmasked Estep 
Score: -4007102.250000 Penalty: 3143.241211
	Iteration 19Q: 3 clusters Score -4007102 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 36618 members 
Entering Unmasked Estep 
Score: -4007234.000000 Penalty: 3143.241211
	Iteration 20F: 3 clusters Score -4007234 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 36797 members 
Entering Unmasked Estep 
Score: -4007339.500000 Penalty: 3143.241211
	Iteration 21Q: 3 clusters Score -4007340 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 36928 members 
Entering Unmasked Estep 
Score: -4007410.000000 Penalty: 3143.241211
	Iteration 22Q: 3 clusters Score -4007410 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 37051 members 
Entering Unmasked Estep 
Score: -4007490.500000 Penalty: 3143.241211
	Iteration 23Q: 3 clusters Score -4007490 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 37152 members 
Entering Unmasked Estep 
Score: -4007557.500000 Penalty: 3143.241211
	Iteration 24Q: 3 clusters Score -4007558 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 37238 members 
Entering Unmasked Estep 
Score: -4007598.250000 Penalty: 3143.241211
	Iteration 25Q: 3 clusters Score -4007598 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 37303 members 
Entering Unmasked Estep 
Score: -4007650.000000 Penalty: 3143.241211
	Iteration 26Q: 3 clusters Score -4007650 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 37363 members 
Entering Unmasked Estep 
Score: -4007683.750000 Penalty: 3143.241211
	Iteration 27Q: 3 clusters Score -4007684 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 37426 members 
Entering Unmasked Estep 
Score: -4007708.000000 Penalty: 3143.241211
	Iteration 28Q: 3 clusters Score -4007708 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 37491 members 
Entering Unmasked Estep 
Score: -4007748.000000 Penalty: 3143.241211
	Iteration 29Q: 3 clusters Score -4007748 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 37557 members 
Entering Unmasked Estep 
Score: -4007788.500000 Penalty: 3143.241211
	Iteration 30Q: 3 clusters Score -4007788 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 37609 members 
Entering Unmasked Estep 
Score: -4007818.500000 Penalty: 3143.241211
	Iteration 31Q: 3 clusters Score -4007818 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 37649 members 
Entering Unmasked Estep 
Score: -4007845.000000 Penalty: 3143.241211
	Iteration 32Q: 3 clusters Score -4007845 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 37685 members 
Entering Unmasked Estep 
Score: -4007871.500000 Penalty: 3143.241211
	Iteration 33Q: 3 clusters Score -4007872 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 37719 members 
Entering Unmasked Estep 
Score: -4007887.250000 Penalty: 3143.241211
	Iteration 34Q: 3 clusters Score -4007887 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 37746 members 
Entering Unmasked Estep 
Score: -4007904.500000 Penalty: 3143.241211
	Iteration 35Q: 3 clusters Score -4007904 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 37767 members 
Entering Unmasked Estep 
Score: -4007913.750000 Penalty: 3143.241211
	Iteration 36Q: 3 clusters Score -4007914 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 37784 members 
Entering Unmasked Estep 
Score: -4007922.500000 Penalty: 3143.241211
	Iteration 37Q: 3 clusters Score -4007922 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 37811 members 
Entering Unmasked Estep 
Score: -4007938.750000 Penalty: 3143.241211
	Iteration 38Q: 3 clusters Score -4007939 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 37832 members 
Entering Unmasked Estep 
Score: -4007948.250000 Penalty: 3143.241211
	Iteration 39Q: 3 clusters Score -4007948 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 37849 members 
Entering Unmasked Estep 
Score: -4007960.500000 Penalty: 3143.241211
	Iteration 40F: 3 clusters Score -4007960 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 37870 members 
Entering Unmasked Estep 
Score: -4007975.000000 Penalty: 3143.241211
	Iteration 41Q: 3 clusters Score -4007975 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 37885 members 
Entering Unmasked Estep 
Score: -4007984.250000 Penalty: 3143.241211
	Iteration 42Q: 3 clusters Score -4007984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 37895 members 
Entering Unmasked Estep 
Score: -4007987.500000 Penalty: 3143.241211
	Iteration 43Q: 3 clusters Score -4007988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 37899 members 
Entering Unmasked Estep 
Score: -4007985.250000 Penalty: 3143.241211
	Iteration 44Q: 3 clusters Score -4007985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 37902 members 
Entering Unmasked Estep 
Score: -4007990.250000 Penalty: 3143.241211
	Iteration 45Q: 3 clusters Score -4007990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 37905 members 
Entering Unmasked Estep 
Score: -4007998.000000 Penalty: 3143.241211
	Iteration 46Q: 3 clusters Score -4007998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 37910 members 
Entering Unmasked Estep 
Score: -4008001.500000 Penalty: 3143.241211
	Iteration 47Q: 3 clusters Score -4008002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 37913 members 
Entering Unmasked Estep 
Score: -4008005.750000 Penalty: 3143.241211
	Iteration 48Q: 3 clusters Score -4008006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 37915 members 
Entering Unmasked Estep 
Score: -4008007.000000 Penalty: 3143.241211
	Iteration 49Q: 3 clusters Score -4008007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 37918 members 
Entering Unmasked Estep 
Score: -4008007.500000 Penalty: 3143.241211
	Iteration 50Q: 3 clusters Score -4008008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 37920 members 
Entering Unmasked Estep 
Score: -4008008.750000 Penalty: 3143.241211
	Iteration 51Q: 3 clusters Score -4008009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 37922 members 
Entering Unmasked Estep 
Score: -4008005.500000 Penalty: 3143.241211
	Iteration 52Q: 3 clusters Score -4008006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 37923 members 
Entering Unmasked Estep 
Score: -4008007.000000 Penalty: 3143.241211
	Iteration 53Q: 3 clusters Score -4008007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 37925 members 
Entering Unmasked Estep 
Score: -4008011.750000 Penalty: 3143.241211
	Iteration 54Q: 3 clusters Score -4008012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 37927 members 
Entering Unmasked Estep 
Score: -4008010.750000 Penalty: 3143.241211
	Iteration 55Q: 3 clusters Score -4008011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 37929 members 
Entering Unmasked Estep 
Score: -4008010.250000 Penalty: 3143.241211
	Iteration 56Q: 3 clusters Score -4008010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 37933 members 
Entering Unmasked Estep 
Score: -4008009.500000 Penalty: 3143.241211
	Iteration 57Q: 3 clusters Score -4008010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 37934 members 
Entering Unmasked Estep 
Score: -4008010.000000 Penalty: 3143.241211
	Iteration 58Q: 3 clusters Score -4008010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 37934 members 
Entering Unmasked Estep 
Score: -4008010.000000 Penalty: 3143.241211
	Iteration 59F: 3 clusters Score -4008010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Entering Unmasked Estep 
Score: -1332501.125000 Penalty: 1418.694092
	Iteration 0F: 2 clusters Score -1332501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1323324.625000 Penalty: 2837.388184
	Iteration 0F: 3 clusters Score -1323325 nChanged 5944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1326898.000000 Penalty: 2837.388184
	Iteration 1F: 3 clusters Score -1326898 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1327772.000000 Penalty: 2837.388184
	Iteration 2F: 3 clusters Score -1327772 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1328792.000000 Penalty: 2837.388184
	Iteration 3F: 3 clusters Score -1328792 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1329809.000000 Penalty: 2837.388184
	Iteration 4F: 3 clusters Score -1329809 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1330556.250000 Penalty: 2837.388184
	Iteration 5F: 3 clusters Score -1330556 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1330993.125000 Penalty: 2837.388184
	Iteration 6F: 3 clusters Score -1330993 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1331243.375000 Penalty: 2837.388184
	Iteration 7Q: 3 clusters Score -1331243 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1331398.375000 Penalty: 2837.388184
	Iteration 8Q: 3 clusters Score -1331398 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1331511.625000 Penalty: 2837.388184
	Iteration 9Q: 3 clusters Score -1331512 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1331601.000000 Penalty: 2837.388184
	Iteration 10Q: 3 clusters Score -1331601 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1331670.500000 Penalty: 2837.388184
	Iteration 11Q: 3 clusters Score -1331670 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1331741.875000 Penalty: 2837.388184
	Iteration 12Q: 3 clusters Score -1331742 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1331820.250000 Penalty: 2837.388184
	Iteration 13Q: 3 clusters Score -1331820 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1331923.500000 Penalty: 2837.388184
	Iteration 14Q: 3 clusters Score -1331924 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1332047.750000 Penalty: 2837.388184
	Iteration 15Q: 3 clusters Score -1332048 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1332166.125000 Penalty: 2837.388184
	Iteration 16Q: 3 clusters Score -1332166 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1332298.000000 Penalty: 2837.388184
	Iteration 17Q: 3 clusters Score -1332298 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1332428.375000 Penalty: 2837.388184
	Iteration 18Q: 3 clusters Score -1332428 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1332527.125000 Penalty: 2837.388184
	Iteration 19Q: 3 clusters Score -1332527 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1332593.500000 Penalty: 2837.388184
	Iteration 20F: 3 clusters Score -1332594 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1332643.000000 Penalty: 2837.388184
	Iteration 21Q: 3 clusters Score -1332643 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1332682.500000 Penalty: 2837.388184
	Iteration 22Q: 3 clusters Score -1332682 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1332705.750000 Penalty: 2837.388184
	Iteration 23Q: 3 clusters Score -1332706 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1332725.875000 Penalty: 2837.388184
	Iteration 24Q: 3 clusters Score -1332726 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1332750.625000 Penalty: 2837.388184
	Iteration 25Q: 3 clusters Score -1332751 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1332771.875000 Penalty: 2837.388184
	Iteration 26Q: 3 clusters Score -1332772 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1332787.000000 Penalty: 2837.388184
	Iteration 27Q: 3 clusters Score -1332787 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1332807.250000 Penalty: 2837.388184
	Iteration 28Q: 3 clusters Score -1332807 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1332816.625000 Penalty: 2837.388184
	Iteration 29Q: 3 clusters Score -1332817 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1332823.875000 Penalty: 2837.388184
	Iteration 30Q: 3 clusters Score -1332824 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1332832.000000 Penalty: 2837.388184
	Iteration 31Q: 3 clusters Score -1332832 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1332836.125000 Penalty: 2837.388184
	Iteration 32Q: 3 clusters Score -1332836 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1332841.500000 Penalty: 2837.388184
	Iteration 33Q: 3 clusters Score -1332842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1332840.000000 Penalty: 2837.388184
	Iteration 34Q: 3 clusters Score -1332840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1332847.125000 Penalty: 2837.388184
	Iteration 35Q: 3 clusters Score -1332847 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1332848.125000 Penalty: 2837.388184
	Iteration 36Q: 3 clusters Score -1332848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1332848.875000 Penalty: 2837.388184
	Iteration 37Q: 3 clusters Score -1332849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1332849.250000 Penalty: 2837.388184
	Iteration 38Q: 3 clusters Score -1332849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1332850.750000 Penalty: 2837.388184
	Iteration 39Q: 3 clusters Score -1332851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1332856.625000 Penalty: 2837.388184
	Iteration 40F: 3 clusters Score -1332857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1332857.250000 Penalty: 2837.388184
	Iteration 41Q: 3 clusters Score -1332857 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1332858.875000 Penalty: 2837.388184
	Iteration 42Q: 3 clusters Score -1332859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1332863.250000 Penalty: 2837.388184
	Iteration 43Q: 3 clusters Score -1332863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1332865.500000 Penalty: 2837.388184
	Iteration 44Q: 3 clusters Score -1332866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1332863.000000 Penalty: 2837.388184
	Iteration 45Q: 3 clusters Score -1332863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1332865.000000 Penalty: 2837.388184
	Iteration 46Q: 3 clusters Score -1332865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1332863.750000 Penalty: 2837.388184
	Iteration 47Q: 3 clusters Score -1332864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1332866.625000 Penalty: 2837.388184
	Iteration 48Q: 3 clusters Score -1332867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1332867.125000 Penalty: 2837.388184
	Iteration 49Q: 3 clusters Score -1332867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1332869.750000 Penalty: 2837.388184
	Iteration 50Q: 3 clusters Score -1332870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1332872.375000 Penalty: 2837.388184
	Iteration 51Q: 3 clusters Score -1332872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1332870.750000 Penalty: 2837.388184
	Iteration 52Q: 3 clusters Score -1332871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1332870.875000 Penalty: 2837.388184
	Iteration 53Q: 3 clusters Score -1332871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1332870.125000 Penalty: 2837.388184
	Iteration 54Q: 3 clusters Score -1332870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1332869.500000 Penalty: 2837.388184
	Iteration 55Q: 3 clusters Score -1332870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1332870.125000 Penalty: 2837.388184
	Iteration 56Q: 3 clusters Score -1332870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1332870.500000 Penalty: 2837.388184
	Iteration 57Q: 3 clusters Score -1332870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1332870.750000 Penalty: 2837.388184
	Iteration 58Q: 3 clusters Score -1332871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1332871.625000 Penalty: 2837.388184
	Iteration 59Q: 3 clusters Score -1332872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1332871.625000 Penalty: 2837.388184
	Iteration 60F: 3 clusters Score -1332872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 108488 members 
Mstep: Class 3 contains 21648 members 
Mstep: Class 4 contains 37345 members 
Mstep: Class 5 contains 66317 members 
Mstep: Class 6 contains 115148 members 
Mstep: Class 7 contains 6026 members 
Mstep: Class 8 contains 18462 members 
Mstep: Class 9 contains 19769 members 
Mstep: Class 10 contains 20992 members 
Mstep: Class 11 contains 49780 members 
Mstep: Class 12 contains 3872 members 
Mstep: Class 13 contains 9721 members 
Mstep: Class 14 contains 2243 members 
Mstep: Class 15 contains 5253 members 
Mstep: Class 16 contains 40932 members 
Mstep: Class 17 contains 8303 members 
Mstep: Class 18 contains 22391 members 
Mstep: Class 19 contains 16382 members 
Mstep: Class 20 contains 38637 members 
Mstep: Class 21 contains 11752 members 
Mstep: Class 22 contains 20362 members 
Mstep: Class 23 contains 12965 members 
Mstep: Class 24 contains 30813 members 
Mstep: Class 25 contains 4547 members 
Mstep: Class 26 contains 3514 members 
Mstep: Class 27 contains 22823 members 
Mstep: Class 28 contains 2766 members 
Mstep: Class 29 contains 10665 members 
Mstep: Class 30 contains 38821 members 
Mstep: Class 31 contains 17835 members 
Mstep: Class 32 contains 9185 members 
Mstep: Class 33 contains 17406 members 
Mstep: Class 34 contains 8713 members 
Mstep: Class 35 contains 19895 members 
Mstep: Class 36 contains 588 members 
Mstep: Class 37 contains 6605 members 
Mstep: Class 38 contains 15495 members 
Mstep: Class 39 contains 5604 members 
Mstep: Class 40 contains 2693 members 
Mstep: Class 41 contains 5032 members 
Mstep: Class 42 contains 6473 members 
Mstep: Class 43 contains 2073 members 
Entering Unmasked Estep 
Score: -88080976.000000 Penalty: 87721.671875
Splitting cluster 21 changes total score from -88081480.000000 to -88080976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (20362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Entering Unmasked Estep 
Score: -2084347.375000 Penalty: 1476.308228
	Iteration 0F: 2 clusters Score -2084347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -2071163.125000 Penalty: 2952.616455
	Iteration 0F: 3 clusters Score -2071163 nChanged 8950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -2075790.375000 Penalty: 2952.616455
	Iteration 1F: 3 clusters Score -2075790 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -2076185.875000 Penalty: 2952.616455
	Iteration 2F: 3 clusters Score -2076186 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -2076479.000000 Penalty: 2952.616455
	Iteration 3Q: 3 clusters Score -2076479 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -2076728.750000 Penalty: 2952.616455
	Iteration 4Q: 3 clusters Score -2076729 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -2076938.125000 Penalty: 2952.616455
	Iteration 5Q: 3 clusters Score -2076938 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -2077117.250000 Penalty: 2952.616455
	Iteration 6Q: 3 clusters Score -2077117 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -2077291.750000 Penalty: 2952.616455
	Iteration 7Q: 3 clusters Score -2077292 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -2077476.500000 Penalty: 2952.616455
	Iteration 8Q: 3 clusters Score -2077476 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -2077659.500000 Penalty: 2952.616455
	Iteration 9Q: 3 clusters Score -2077660 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -2077863.500000 Penalty: 2952.616455
	Iteration 10Q: 3 clusters Score -2077864 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -2078100.625000 Penalty: 2952.616455
	Iteration 11Q: 3 clusters Score -2078101 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -2078404.625000 Penalty: 2952.616455
	Iteration 12Q: 3 clusters Score -2078405 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -2078804.875000 Penalty: 2952.616455
	Iteration 13Q: 3 clusters Score -2078805 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -2079232.375000 Penalty: 2952.616455
	Iteration 14Q: 3 clusters Score -2079232 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -2079607.750000 Penalty: 2952.616455
	Iteration 15Q: 3 clusters Score -2079608 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -2079926.750000 Penalty: 2952.616455
	Iteration 16Q: 3 clusters Score -2079927 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -2080143.000000 Penalty: 2952.616455
	Iteration 17Q: 3 clusters Score -2080143 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -2080252.000000 Penalty: 2952.616455
	Iteration 18Q: 3 clusters Score -2080252 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -2080336.750000 Penalty: 2952.616455
	Iteration 19Q: 3 clusters Score -2080337 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -2080397.625000 Penalty: 2952.616455
	Iteration 20F: 3 clusters Score -2080398 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -2080431.375000 Penalty: 2952.616455
	Iteration 21Q: 3 clusters Score -2080431 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -2080472.000000 Penalty: 2952.616455
	Iteration 22Q: 3 clusters Score -2080472 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -2080489.250000 Penalty: 2952.616455
	Iteration 23Q: 3 clusters Score -2080489 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -2080521.250000 Penalty: 2952.616455
	Iteration 24Q: 3 clusters Score -2080521 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -2080566.750000 Penalty: 2952.616455
	Iteration 25Q: 3 clusters Score -2080567 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -2080597.000000 Penalty: 2952.616455
	Iteration 26Q: 3 clusters Score -2080597 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -2080636.625000 Penalty: 2952.616455
	Iteration 27Q: 3 clusters Score -2080637 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -2080668.875000 Penalty: 2952.616455
	Iteration 28Q: 3 clusters Score -2080669 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -2080694.500000 Penalty: 2952.616455
	Iteration 29Q: 3 clusters Score -2080694 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -2080727.875000 Penalty: 2952.616455
	Iteration 30Q: 3 clusters Score -2080728 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -2080759.500000 Penalty: 2952.616455
	Iteration 31Q: 3 clusters Score -2080760 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -2080781.500000 Penalty: 2952.616455
	Iteration 32Q: 3 clusters Score -2080782 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -2080816.875000 Penalty: 2952.616455
	Iteration 33Q: 3 clusters Score -2080817 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -2080858.875000 Penalty: 2952.616455
	Iteration 34Q: 3 clusters Score -2080859 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -2080898.750000 Penalty: 2952.616455
	Iteration 35Q: 3 clusters Score -2080899 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -2080944.500000 Penalty: 2952.616455
	Iteration 36Q: 3 clusters Score -2080944 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -2081007.375000 Penalty: 2952.616455
	Iteration 37Q: 3 clusters Score -2081007 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -2081059.250000 Penalty: 2952.616455
	Iteration 38Q: 3 clusters Score -2081059 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -2081128.750000 Penalty: 2952.616455
	Iteration 39Q: 3 clusters Score -2081129 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -2081205.750000 Penalty: 2952.616455
	Iteration 40F: 3 clusters Score -2081206 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -2081275.250000 Penalty: 2952.616455
	Iteration 41Q: 3 clusters Score -2081275 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -2081352.125000 Penalty: 2952.616455
	Iteration 42Q: 3 clusters Score -2081352 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -2081435.375000 Penalty: 2952.616455
	Iteration 43Q: 3 clusters Score -2081435 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -2081538.250000 Penalty: 2952.616455
	Iteration 44Q: 3 clusters Score -2081538 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -2081642.750000 Penalty: 2952.616455
	Iteration 45Q: 3 clusters Score -2081643 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -2081735.625000 Penalty: 2952.616455
	Iteration 46Q: 3 clusters Score -2081736 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -2081818.500000 Penalty: 2952.616455
	Iteration 47Q: 3 clusters Score -2081818 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -2081916.500000 Penalty: 2952.616455
	Iteration 48Q: 3 clusters Score -2081916 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -2082007.625000 Penalty: 2952.616455
	Iteration 49Q: 3 clusters Score -2082008 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -2082085.250000 Penalty: 2952.616455
	Iteration 50Q: 3 clusters Score -2082085 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -2082143.875000 Penalty: 2952.616455
	Iteration 51Q: 3 clusters Score -2082144 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -2082203.250000 Penalty: 2952.616455
	Iteration 52Q: 3 clusters Score -2082203 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -2082254.125000 Penalty: 2952.616455
	Iteration 53Q: 3 clusters Score -2082254 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -2082303.500000 Penalty: 2952.616455
	Iteration 54Q: 3 clusters Score -2082304 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -2082355.000000 Penalty: 2952.616455
	Iteration 55Q: 3 clusters Score -2082355 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -2082409.750000 Penalty: 2952.616455
	Iteration 56Q: 3 clusters Score -2082410 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -2082460.000000 Penalty: 2952.616455
	Iteration 57Q: 3 clusters Score -2082460 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -2082527.625000 Penalty: 2952.616455
	Iteration 58Q: 3 clusters Score -2082528 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -2082568.875000 Penalty: 2952.616455
	Iteration 59Q: 3 clusters Score -2082569 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -2082626.750000 Penalty: 2952.616455
	Iteration 60F: 3 clusters Score -2082627 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -2082679.250000 Penalty: 2952.616455
	Iteration 61Q: 3 clusters Score -2082679 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -2082726.750000 Penalty: 2952.616455
	Iteration 62Q: 3 clusters Score -2082727 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -2082777.250000 Penalty: 2952.616455
	Iteration 63Q: 3 clusters Score -2082777 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -2082830.625000 Penalty: 2952.616455
	Iteration 64Q: 3 clusters Score -2082831 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -2082869.875000 Penalty: 2952.616455
	Iteration 65Q: 3 clusters Score -2082870 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -2082898.750000 Penalty: 2952.616455
	Iteration 66Q: 3 clusters Score -2082899 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -2082938.375000 Penalty: 2952.616455
	Iteration 67Q: 3 clusters Score -2082938 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -2082981.250000 Penalty: 2952.616455
	Iteration 68Q: 3 clusters Score -2082981 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -2083017.500000 Penalty: 2952.616455
	Iteration 69Q: 3 clusters Score -2083018 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -2083057.500000 Penalty: 2952.616455
	Iteration 70Q: 3 clusters Score -2083058 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -2083092.500000 Penalty: 2952.616455
	Iteration 71Q: 3 clusters Score -2083092 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -2083123.625000 Penalty: 2952.616455
	Iteration 72Q: 3 clusters Score -2083124 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -2083148.000000 Penalty: 2952.616455
	Iteration 73Q: 3 clusters Score -2083148 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -2083181.000000 Penalty: 2952.616455
	Iteration 74Q: 3 clusters Score -2083181 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -2083194.625000 Penalty: 2952.616455
	Iteration 75Q: 3 clusters Score -2083195 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -2083213.250000 Penalty: 2952.616455
	Iteration 76Q: 3 clusters Score -2083213 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -2083223.875000 Penalty: 2952.616455
	Iteration 77Q: 3 clusters Score -2083224 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -2083230.875000 Penalty: 2952.616455
	Iteration 78Q: 3 clusters Score -2083231 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -2083243.125000 Penalty: 2952.616455
	Iteration 79Q: 3 clusters Score -2083243 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -2083254.125000 Penalty: 2952.616455
	Iteration 80F: 3 clusters Score -2083254 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -2083261.250000 Penalty: 2952.616455
	Iteration 81Q: 3 clusters Score -2083261 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -2083267.500000 Penalty: 2952.616455
	Iteration 82Q: 3 clusters Score -2083268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -2083271.125000 Penalty: 2952.616455
	Iteration 83Q: 3 clusters Score -2083271 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -2083279.625000 Penalty: 2952.616455
	Iteration 84Q: 3 clusters Score -2083280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -2083278.375000 Penalty: 2952.616455
	Iteration 85Q: 3 clusters Score -2083278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -2083291.125000 Penalty: 2952.616455
	Iteration 86Q: 3 clusters Score -2083291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -2083291.875000 Penalty: 2952.616455
	Iteration 87Q: 3 clusters Score -2083292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -2083296.000000 Penalty: 2952.616455
	Iteration 88Q: 3 clusters Score -2083296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -2083299.000000 Penalty: 2952.616455
	Iteration 89Q: 3 clusters Score -2083299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -2083302.750000 Penalty: 2952.616455
	Iteration 90Q: 3 clusters Score -2083303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -2083302.000000 Penalty: 2952.616455
	Iteration 91Q: 3 clusters Score -2083302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -2083304.250000 Penalty: 2952.616455
	Iteration 92Q: 3 clusters Score -2083304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -2083304.125000 Penalty: 2952.616455
	Iteration 93Q: 3 clusters Score -2083304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -2083305.375000 Penalty: 2952.616455
	Iteration 94Q: 3 clusters Score -2083305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -2083307.250000 Penalty: 2952.616455
	Iteration 95Q: 3 clusters Score -2083307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -2083309.375000 Penalty: 2952.616455
	Iteration 96Q: 3 clusters Score -2083309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -2083311.000000 Penalty: 2952.616455
	Iteration 97Q: 3 clusters Score -2083311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -2083311.250000 Penalty: 2952.616455
	Iteration 98Q: 3 clusters Score -2083311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -2083313.000000 Penalty: 2952.616455
	Iteration 99Q: 3 clusters Score -2083313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -2083315.125000 Penalty: 2952.616455
	Iteration 100F: 3 clusters Score -2083315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -2083316.875000 Penalty: 2952.616455
	Iteration 101Q: 3 clusters Score -2083317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -2083316.875000 Penalty: 2952.616455
	Iteration 102F: 3 clusters Score -2083317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Entering Unmasked Estep 
Score: -1307800.500000 Penalty: 1409.137329
	Iteration 0F: 2 clusters Score -1307800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1299202.875000 Penalty: 2818.274658
	Iteration 0F: 3 clusters Score -1299203 nChanged 5493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1302108.500000 Penalty: 2818.274658
	Iteration 1F: 3 clusters Score -1302108 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1302537.500000 Penalty: 2818.274658
	Iteration 2F: 3 clusters Score -1302538 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1302863.625000 Penalty: 2818.274658
	Iteration 3F: 3 clusters Score -1302864 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1303148.500000 Penalty: 2818.274658
	Iteration 4Q: 3 clusters Score -1303148 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1303436.250000 Penalty: 2818.274658
	Iteration 5Q: 3 clusters Score -1303436 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1303782.375000 Penalty: 2818.274658
	Iteration 6Q: 3 clusters Score -1303782 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1304169.000000 Penalty: 2818.274658
	Iteration 7Q: 3 clusters Score -1304169 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1304608.000000 Penalty: 2818.274658
	Iteration 8Q: 3 clusters Score -1304608 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1305068.375000 Penalty: 2818.274658
	Iteration 9Q: 3 clusters Score -1305068 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -1305497.250000 Penalty: 2818.274658
	Iteration 10Q: 3 clusters Score -1305497 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -1305836.500000 Penalty: 2818.274658
	Iteration 11Q: 3 clusters Score -1305836 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1306100.125000 Penalty: 2818.274658
	Iteration 12Q: 3 clusters Score -1306100 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -1306264.000000 Penalty: 2818.274658
	Iteration 13Q: 3 clusters Score -1306264 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -1306364.500000 Penalty: 2818.274658
	Iteration 14Q: 3 clusters Score -1306364 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -1306441.750000 Penalty: 2818.274658
	Iteration 15Q: 3 clusters Score -1306442 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -1306517.375000 Penalty: 2818.274658
	Iteration 16Q: 3 clusters Score -1306517 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1306575.250000 Penalty: 2818.274658
	Iteration 17Q: 3 clusters Score -1306575 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -1306626.750000 Penalty: 2818.274658
	Iteration 18Q: 3 clusters Score -1306627 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -1306668.875000 Penalty: 2818.274658
	Iteration 19Q: 3 clusters Score -1306669 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -1306699.250000 Penalty: 2818.274658
	Iteration 20F: 3 clusters Score -1306699 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -1306715.500000 Penalty: 2818.274658
	Iteration 21Q: 3 clusters Score -1306716 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1306723.250000 Penalty: 2818.274658
	Iteration 22Q: 3 clusters Score -1306723 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -1306727.375000 Penalty: 2818.274658
	Iteration 23Q: 3 clusters Score -1306727 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -1306729.250000 Penalty: 2818.274658
	Iteration 24Q: 3 clusters Score -1306729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -1306731.375000 Penalty: 2818.274658
	Iteration 25Q: 3 clusters Score -1306731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -1306732.250000 Penalty: 2818.274658
	Iteration 26Q: 3 clusters Score -1306732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -1306732.250000 Penalty: 2818.274658
	Iteration 27F: 3 clusters Score -1306732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (30813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30813 members 
Entering Unmasked Estep 
Score: -3170492.250000 Penalty: 1537.951050
	Iteration 0F: 2 clusters Score -3170492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -3150348.000000 Penalty: 3075.902100
	Iteration 0F: 3 clusters Score -3150348 nChanged 14070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -3158232.250000 Penalty: 3075.902100
	Iteration 1F: 3 clusters Score -3158232 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -3159073.750000 Penalty: 3075.902100
	Iteration 2F: 3 clusters Score -3159074 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -3160200.000000 Penalty: 3075.902100
	Iteration 3F: 3 clusters Score -3160200 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -3161669.250000 Penalty: 3075.902100
	Iteration 4F: 3 clusters Score -3161669 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -3163700.500000 Penalty: 3075.902100
	Iteration 5F: 3 clusters Score -3163700 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -3167414.000000 Penalty: 3075.902100
	Iteration 6F: 3 clusters Score -3167414 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -3174251.000000 Penalty: 3075.902100
	Iteration 7F: 3 clusters Score -3174251 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -3181669.500000 Penalty: 3075.902100
	Iteration 8F: 3 clusters Score -3181670 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -3188153.250000 Penalty: 3075.902100
	Iteration 9Q: 3 clusters Score -3188153 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -3189795.750000 Penalty: 3075.902100
	Iteration 10Q: 3 clusters Score -3189796 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -3190389.750000 Penalty: 3075.902100
	Iteration 11Q: 3 clusters Score -3190390 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -3190493.500000 Penalty: 3075.902100
	Iteration 12Q: 3 clusters Score -3190494 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -3190506.500000 Penalty: 3075.902100
	Iteration 13Q: 3 clusters Score -3190506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -3190512.750000 Penalty: 3075.902100
	Iteration 14Q: 3 clusters Score -3190513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -3190509.500000 Penalty: 3075.902100
	Iteration 15Q: 3 clusters Score -3190510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -3190509.500000 Penalty: 3075.902100
	Iteration 16F: 3 clusters Score -3190510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 108488 members 
Mstep: Class 3 contains 21648 members 
Mstep: Class 4 contains 37345 members 
Mstep: Class 5 contains 66317 members 
Mstep: Class 6 contains 115148 members 
Mstep: Class 7 contains 6026 members 
Mstep: Class 8 contains 18462 members 
Mstep: Class 9 contains 19769 members 
Mstep: Class 10 contains 20992 members 
Mstep: Class 11 contains 49780 members 
Mstep: Class 12 contains 3872 members 
Mstep: Class 13 contains 9721 members 
Mstep: Class 14 contains 2243 members 
Mstep: Class 15 contains 5253 members 
Mstep: Class 16 contains 40932 members 
Mstep: Class 17 contains 8303 members 
Mstep: Class 18 contains 22391 members 
Mstep: Class 19 contains 16382 members 
Mstep: Class 20 contains 38637 members 
Mstep: Class 21 contains 13825 members 
Mstep: Class 22 contains 20362 members 
Mstep: Class 23 contains 12965 members 
Mstep: Class 24 contains 9803 members 
Mstep: Class 25 contains 4547 members 
Mstep: Class 26 contains 3514 members 
Mstep: Class 27 contains 22823 members 
Mstep: Class 28 contains 2766 members 
Mstep: Class 29 contains 10665 members 
Mstep: Class 30 contains 38821 members 
Mstep: Class 31 contains 17835 members 
Mstep: Class 32 contains 9185 members 
Mstep: Class 33 contains 17406 members 
Mstep: Class 34 contains 8713 members 
Mstep: Class 35 contains 19895 members 
Mstep: Class 36 contains 588 members 
Mstep: Class 37 contains 6605 members 
Mstep: Class 38 contains 15495 members 
Mstep: Class 39 contains 5604 members 
Mstep: Class 40 contains 2693 members 
Mstep: Class 41 contains 5032 members 
Mstep: Class 42 contains 6473 members 
Mstep: Class 43 contains 21010 members 
Entering Unmasked Estep 
Score: -88101416.000000 Penalty: 87721.671875
Splitting cluster 24 changes total score from -88081480.000000 to -88101416.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 25 (4547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Entering Unmasked Estep 
Score: -447271.593750 Penalty: 1253.226807
	Iteration 0F: 2 clusters Score -447271.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -443915.375000 Penalty: 2506.453613
	Iteration 0F: 3 clusters Score -443915.4 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -444993.312500 Penalty: 2506.453613
	Iteration 1F: 3 clusters Score -444993.3 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -445348.062500 Penalty: 2506.453613
	Iteration 2F: 3 clusters Score -445348.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -445749.718750 Penalty: 2506.453613
	Iteration 3F: 3 clusters Score -445749.7 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -446290.718750 Penalty: 2506.453613
	Iteration 4F: 3 clusters Score -446290.7 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -446833.031250 Penalty: 2506.453613
	Iteration 5F: 3 clusters Score -446833 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -447176.031250 Penalty: 2506.453613
	Iteration 6F: 3 clusters Score -447176 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -447346.250000 Penalty: 2506.453613
	Iteration 7Q: 3 clusters Score -447346.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -447452.718750 Penalty: 2506.453613
	Iteration 8Q: 3 clusters Score -447452.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -447506.250000 Penalty: 2506.453613
	Iteration 9Q: 3 clusters Score -447506.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -447532.656250 Penalty: 2506.453613
	Iteration 10Q: 3 clusters Score -447532.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -447551.406250 Penalty: 2506.453613
	Iteration 11Q: 3 clusters Score -447551.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -447562.031250 Penalty: 2506.453613
	Iteration 12Q: 3 clusters Score -447562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -447567.281250 Penalty: 2506.453613
	Iteration 13Q: 3 clusters Score -447567.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -447570.000000 Penalty: 2506.453613
	Iteration 14Q: 3 clusters Score -447570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -447574.281250 Penalty: 2506.453613
	Iteration 15Q: 3 clusters Score -447574.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -447575.656250 Penalty: 2506.453613
	Iteration 16Q: 3 clusters Score -447575.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -447576.250000 Penalty: 2506.453613
	Iteration 17Q: 3 clusters Score -447576.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -447576.750000 Penalty: 2506.453613
	Iteration 18Q: 3 clusters Score -447576.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -447577.781250 Penalty: 2506.453613
	Iteration 19Q: 3 clusters Score -447577.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -447579.000000 Penalty: 2506.453613
	Iteration 20F: 3 clusters Score -447579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -447579.000000 Penalty: 2506.453613
	Iteration 21Q: 3 clusters Score -447579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -447580.406250 Penalty: 2506.453613
	Iteration 22Q: 3 clusters Score -447580.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -447580.781250 Penalty: 2506.453613
	Iteration 23Q: 3 clusters Score -447580.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -447582.250000 Penalty: 2506.453613
	Iteration 24Q: 3 clusters Score -447582.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -447582.031250 Penalty: 2506.453613
	Iteration 25Q: 3 clusters Score -447582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -447582.031250 Penalty: 2506.453613
	Iteration 26F: 3 clusters Score -447582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 108488 members 
Mstep: Class 3 contains 21648 members 
Mstep: Class 4 contains 37345 members 
Mstep: Class 5 contains 66317 members 
Mstep: Class 6 contains 115148 members 
Mstep: Class 7 contains 6026 members 
Mstep: Class 8 contains 18462 members 
Mstep: Class 9 contains 19769 members 
Mstep: Class 10 contains 20992 members 
Mstep: Class 11 contains 49780 members 
Mstep: Class 12 contains 3872 members 
Mstep: Class 13 contains 9721 members 
Mstep: Class 14 contains 2243 members 
Mstep: Class 15 contains 5253 members 
Mstep: Class 16 contains 40932 members 
Mstep: Class 17 contains 8303 members 
Mstep: Class 18 contains 22391 members 
Mstep: Class 19 contains 16382 members 
Mstep: Class 20 contains 38637 members 
Mstep: Class 21 contains 13825 members 
Mstep: Class 22 contains 20362 members 
Mstep: Class 23 contains 12965 members 
Mstep: Class 24 contains 9803 members 
Mstep: Class 25 contains 1820 members 
Mstep: Class 26 contains 3514 members 
Mstep: Class 27 contains 22823 members 
Mstep: Class 28 contains 2766 members 
Mstep: Class 29 contains 10665 members 
Mstep: Class 30 contains 38821 members 
Mstep: Class 31 contains 17835 members 
Mstep: Class 32 contains 9185 members 
Mstep: Class 33 contains 17406 members 
Mstep: Class 34 contains 8713 members 
Mstep: Class 35 contains 19895 members 
Mstep: Class 36 contains 588 members 
Mstep: Class 37 contains 6605 members 
Mstep: Class 38 contains 15495 members 
Mstep: Class 39 contains 5604 members 
Mstep: Class 40 contains 2693 members 
Mstep: Class 41 contains 5032 members 
Mstep: Class 42 contains 6473 members 
Mstep: Class 43 contains 21010 members 
Mstep: Class 44 contains 2727 members 
Entering Unmasked Estep 
Score: -88100968.000000 Penalty: 89761.710938
Splitting cluster 25 changes total score from -88081480.000000 to -88100968.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 26 (3514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Entering Unmasked Estep 
Score: -330881.156250 Penalty: 1214.879272
	Iteration 0F: 2 clusters Score -330881.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -328103.312500 Penalty: 2429.758545
	Iteration 0F: 3 clusters Score -328103.3 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -328855.625000 Penalty: 2429.758545
	Iteration 1F: 3 clusters Score -328855.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -329036.156250 Penalty: 2429.758545
	Iteration 2F: 3 clusters Score -329036.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -329161.375000 Penalty: 2429.758545
	Iteration 3F: 3 clusters Score -329161.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -329243.531250 Penalty: 2429.758545
	Iteration 4Q: 3 clusters Score -329243.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -329301.500000 Penalty: 2429.758545
	Iteration 5Q: 3 clusters Score -329301.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -329346.656250 Penalty: 2429.758545
	Iteration 6Q: 3 clusters Score -329346.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -329379.781250 Penalty: 2429.758545
	Iteration 7Q: 3 clusters Score -329379.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -329402.906250 Penalty: 2429.758545
	Iteration 8Q: 3 clusters Score -329402.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -329419.343750 Penalty: 2429.758545
	Iteration 9Q: 3 clusters Score -329419.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -329431.875000 Penalty: 2429.758545
	Iteration 10Q: 3 clusters Score -329431.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -329442.500000 Penalty: 2429.758545
	Iteration 11Q: 3 clusters Score -329442.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -329455.125000 Penalty: 2429.758545
	Iteration 12Q: 3 clusters Score -329455.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -329466.093750 Penalty: 2429.758545
	Iteration 13Q: 3 clusters Score -329466.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -329473.312500 Penalty: 2429.758545
	Iteration 14Q: 3 clusters Score -329473.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -329489.031250 Penalty: 2429.758545
	Iteration 15Q: 3 clusters Score -329489 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -329522.687500 Penalty: 2429.758545
	Iteration 16Q: 3 clusters Score -329522.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -329569.781250 Penalty: 2429.758545
	Iteration 17Q: 3 clusters Score -329569.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -329627.156250 Penalty: 2429.758545
	Iteration 18Q: 3 clusters Score -329627.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -329681.125000 Penalty: 2429.758545
	Iteration 19Q: 3 clusters Score -329681.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -329729.062500 Penalty: 2429.758545
	Iteration 20F: 3 clusters Score -329729.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -329771.531250 Penalty: 2429.758545
	Iteration 21Q: 3 clusters Score -329771.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -329813.000000 Penalty: 2429.758545
	Iteration 22Q: 3 clusters Score -329813 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -329856.937500 Penalty: 2429.758545
	Iteration 23Q: 3 clusters Score -329856.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -329903.343750 Penalty: 2429.758545
	Iteration 24Q: 3 clusters Score -329903.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -329965.500000 Penalty: 2429.758545
	Iteration 25Q: 3 clusters Score -329965.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -330034.406250 Penalty: 2429.758545
	Iteration 26Q: 3 clusters Score -330034.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -330118.187500 Penalty: 2429.758545
	Iteration 27Q: 3 clusters Score -330118.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -330201.187500 Penalty: 2429.758545
	Iteration 28Q: 3 clusters Score -330201.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -330280.812500 Penalty: 2429.758545
	Iteration 29Q: 3 clusters Score -330280.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -330355.312500 Penalty: 2429.758545
	Iteration 30Q: 3 clusters Score -330355.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -330418.875000 Penalty: 2429.758545
	Iteration 31Q: 3 clusters Score -330418.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -330470.218750 Penalty: 2429.758545
	Iteration 32Q: 3 clusters Score -330470.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -330506.843750 Penalty: 2429.758545
	Iteration 33Q: 3 clusters Score -330506.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -330528.312500 Penalty: 2429.758545
	Iteration 34Q: 3 clusters Score -330528.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -330546.250000 Penalty: 2429.758545
	Iteration 35Q: 3 clusters Score -330546.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -330560.812500 Penalty: 2429.758545
	Iteration 36Q: 3 clusters Score -330560.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -330573.406250 Penalty: 2429.758545
	Iteration 37Q: 3 clusters Score -330573.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -330585.937500 Penalty: 2429.758545
	Iteration 38Q: 3 clusters Score -330585.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -330594.406250 Penalty: 2429.758545
	Iteration 39Q: 3 clusters Score -330594.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -330601.000000 Penalty: 2429.758545
	Iteration 40F: 3 clusters Score -330601 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -330609.125000 Penalty: 2429.758545
	Iteration 41Q: 3 clusters Score -330609.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -330615.031250 Penalty: 2429.758545
	Iteration 42Q: 3 clusters Score -330615 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -330620.000000 Penalty: 2429.758545
	Iteration 43Q: 3 clusters Score -330620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -330622.781250 Penalty: 2429.758545
	Iteration 44Q: 3 clusters Score -330622.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -330625.312500 Penalty: 2429.758545
	Iteration 45Q: 3 clusters Score -330625.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -330630.468750 Penalty: 2429.758545
	Iteration 46Q: 3 clusters Score -330630.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -330637.656250 Penalty: 2429.758545
	Iteration 47Q: 3 clusters Score -330637.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -330647.218750 Penalty: 2429.758545
	Iteration 48Q: 3 clusters Score -330647.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -330652.843750 Penalty: 2429.758545
	Iteration 49Q: 3 clusters Score -330652.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -330658.281250 Penalty: 2429.758545
	Iteration 50Q: 3 clusters Score -330658.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -330662.093750 Penalty: 2429.758545
	Iteration 51Q: 3 clusters Score -330662.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -330668.000000 Penalty: 2429.758545
	Iteration 52Q: 3 clusters Score -330668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -330671.937500 Penalty: 2429.758545
	Iteration 53Q: 3 clusters Score -330671.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -330673.656250 Penalty: 2429.758545
	Iteration 54Q: 3 clusters Score -330673.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -330673.906250 Penalty: 2429.758545
	Iteration 55Q: 3 clusters Score -330673.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -330674.156250 Penalty: 2429.758545
	Iteration 56Q: 3 clusters Score -330674.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -330674.156250 Penalty: 2429.758545
	Iteration 57F: 3 clusters Score -330674.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (22823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22823 members 
Entering Unmasked Estep 
Score: -2399255.750000 Penalty: 1493.286011
	Iteration 0F: 2 clusters Score -2399256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -2384256.250000 Penalty: 2986.572021
	Iteration 0F: 3 clusters Score -2384256 nChanged 10222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -2389787.250000 Penalty: 2986.572021
	Iteration 1F: 3 clusters Score -2389787 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -2390238.250000 Penalty: 2986.572021
	Iteration 2F: 3 clusters Score -2390238 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -2390618.500000 Penalty: 2986.572021
	Iteration 3Q: 3 clusters Score -2390618 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -2390942.250000 Penalty: 2986.572021
	Iteration 4Q: 3 clusters Score -2390942 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -2391228.000000 Penalty: 2986.572021
	Iteration 5Q: 3 clusters Score -2391228 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -2391501.000000 Penalty: 2986.572021
	Iteration 6Q: 3 clusters Score -2391501 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -2391826.750000 Penalty: 2986.572021
	Iteration 7Q: 3 clusters Score -2391827 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -2392203.250000 Penalty: 2986.572021
	Iteration 8Q: 3 clusters Score -2392203 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -2392656.500000 Penalty: 2986.572021
	Iteration 9Q: 3 clusters Score -2392656 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -2393209.500000 Penalty: 2986.572021
	Iteration 10Q: 3 clusters Score -2393210 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -2393929.250000 Penalty: 2986.572021
	Iteration 11Q: 3 clusters Score -2393929 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -2394736.500000 Penalty: 2986.572021
	Iteration 12F: 3 clusters Score -2394736 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -2395549.750000 Penalty: 2986.572021
	Iteration 13Q: 3 clusters Score -2395550 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -2396276.000000 Penalty: 2986.572021
	Iteration 14Q: 3 clusters Score -2396276 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2396878.750000 Penalty: 2986.572021
	Iteration 15Q: 3 clusters Score -2396879 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2397328.250000 Penalty: 2986.572021
	Iteration 16Q: 3 clusters Score -2397328 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2397610.000000 Penalty: 2986.572021
	Iteration 17Q: 3 clusters Score -2397610 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2397752.000000 Penalty: 2986.572021
	Iteration 18Q: 3 clusters Score -2397752 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2397860.500000 Penalty: 2986.572021
	Iteration 19Q: 3 clusters Score -2397860 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2397918.000000 Penalty: 2986.572021
	Iteration 20F: 3 clusters Score -2397918 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2397961.250000 Penalty: 2986.572021
	Iteration 21Q: 3 clusters Score -2397961 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22367 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2397992.000000 Penalty: 2986.572021
	Iteration 22Q: 3 clusters Score -2397992 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2398000.250000 Penalty: 2986.572021
	Iteration 23Q: 3 clusters Score -2398000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2398018.750000 Penalty: 2986.572021
	Iteration 24Q: 3 clusters Score -2398019 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2398042.250000 Penalty: 2986.572021
	Iteration 25Q: 3 clusters Score -2398042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22436 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2398052.500000 Penalty: 2986.572021
	Iteration 26Q: 3 clusters Score -2398052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2398062.250000 Penalty: 2986.572021
	Iteration 27Q: 3 clusters Score -2398062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2398081.250000 Penalty: 2986.572021
	Iteration 28Q: 3 clusters Score -2398081 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2398088.500000 Penalty: 2986.572021
	Iteration 29Q: 3 clusters Score -2398088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2398103.250000 Penalty: 2986.572021
	Iteration 30Q: 3 clusters Score -2398103 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22486 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2398107.750000 Penalty: 2986.572021
	Iteration 31Q: 3 clusters Score -2398108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2398110.500000 Penalty: 2986.572021
	Iteration 32Q: 3 clusters Score -2398110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2398113.500000 Penalty: 2986.572021
	Iteration 33Q: 3 clusters Score -2398114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2398120.750000 Penalty: 2986.572021
	Iteration 34Q: 3 clusters Score -2398121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2398122.750000 Penalty: 2986.572021
	Iteration 35Q: 3 clusters Score -2398123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2398127.500000 Penalty: 2986.572021
	Iteration 36Q: 3 clusters Score -2398128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2398126.750000 Penalty: 2986.572021
	Iteration 37Q: 3 clusters Score -2398127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2398127.250000 Penalty: 2986.572021
	Iteration 38Q: 3 clusters Score -2398127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2398132.750000 Penalty: 2986.572021
	Iteration 39Q: 3 clusters Score -2398133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22506 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2398132.500000 Penalty: 2986.572021
	Iteration 40F: 3 clusters Score -2398132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2398131.750000 Penalty: 2986.572021
	Iteration 41Q: 3 clusters Score -2398132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2398131.750000 Penalty: 2986.572021
	Iteration 42F: 3 clusters Score -2398132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Entering Unmasked Estep 
Score: -287554.312500 Penalty: 1179.263428
	Iteration 0F: 2 clusters Score -287554.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -285207.187500 Penalty: 2358.526855
	Iteration 0F: 3 clusters Score -285207.2 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -285802.406250 Penalty: 2358.526855
	Iteration 1F: 3 clusters Score -285802.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -285942.625000 Penalty: 2358.526855
	Iteration 2F: 3 clusters Score -285942.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -286024.843750 Penalty: 2358.526855
	Iteration 3Q: 3 clusters Score -286024.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -286067.906250 Penalty: 2358.526855
	Iteration 4Q: 3 clusters Score -286067.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -286089.968750 Penalty: 2358.526855
	Iteration 5Q: 3 clusters Score -286090 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -286109.468750 Penalty: 2358.526855
	Iteration 6Q: 3 clusters Score -286109.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -286130.906250 Penalty: 2358.526855
	Iteration 7Q: 3 clusters Score -286130.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -286152.968750 Penalty: 2358.526855
	Iteration 8Q: 3 clusters Score -286153 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -286168.406250 Penalty: 2358.526855
	Iteration 9Q: 3 clusters Score -286168.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -286183.437500 Penalty: 2358.526855
	Iteration 10Q: 3 clusters Score -286183.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -286196.718750 Penalty: 2358.526855
	Iteration 11Q: 3 clusters Score -286196.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -286204.687500 Penalty: 2358.526855
	Iteration 12Q: 3 clusters Score -286204.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -286209.687500 Penalty: 2358.526855
	Iteration 13Q: 3 clusters Score -286209.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -286211.375000 Penalty: 2358.526855
	Iteration 14Q: 3 clusters Score -286211.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -286213.625000 Penalty: 2358.526855
	Iteration 15Q: 3 clusters Score -286213.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -286218.062500 Penalty: 2358.526855
	Iteration 16Q: 3 clusters Score -286218.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -286222.968750 Penalty: 2358.526855
	Iteration 17Q: 3 clusters Score -286223 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -286231.562500 Penalty: 2358.526855
	Iteration 18Q: 3 clusters Score -286231.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -286238.281250 Penalty: 2358.526855
	Iteration 19Q: 3 clusters Score -286238.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -286246.187500 Penalty: 2358.526855
	Iteration 20F: 3 clusters Score -286246.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -286252.281250 Penalty: 2358.526855
	Iteration 21Q: 3 clusters Score -286252.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -286255.406250 Penalty: 2358.526855
	Iteration 22Q: 3 clusters Score -286255.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -286260.031250 Penalty: 2358.526855
	Iteration 23Q: 3 clusters Score -286260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -286261.843750 Penalty: 2358.526855
	Iteration 24Q: 3 clusters Score -286261.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -286267.437500 Penalty: 2358.526855
	Iteration 25Q: 3 clusters Score -286267.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -286272.968750 Penalty: 2358.526855
	Iteration 26Q: 3 clusters Score -286273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -286276.625000 Penalty: 2358.526855
	Iteration 27Q: 3 clusters Score -286276.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -286278.843750 Penalty: 2358.526855
	Iteration 28Q: 3 clusters Score -286278.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -286280.625000 Penalty: 2358.526855
	Iteration 29Q: 3 clusters Score -286280.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -286280.843750 Penalty: 2358.526855
	Iteration 30Q: 3 clusters Score -286280.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -286281.281250 Penalty: 2358.526855
	Iteration 31Q: 3 clusters Score -286281.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -286281.531250 Penalty: 2358.526855
	Iteration 32Q: 3 clusters Score -286281.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -286281.625000 Penalty: 2358.526855
	Iteration 33Q: 3 clusters Score -286281.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -286282.437500 Penalty: 2358.526855
	Iteration 34Q: 3 clusters Score -286282.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -286283.343750 Penalty: 2358.526855
	Iteration 35Q: 3 clusters Score -286283.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -286283.531250 Penalty: 2358.526855
	Iteration 36Q: 3 clusters Score -286283.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -286283.531250 Penalty: 2358.526855
	Iteration 37F: 3 clusters Score -286283.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Entering Unmasked Estep 
Score: -1018647.187500 Penalty: 1380.078857
	Iteration 0F: 2 clusters Score -1018647 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1011415.812500 Penalty: 2760.157715
	Iteration 0F: 3 clusters Score -1011416 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1013955.937500 Penalty: 2760.157715
	Iteration 1F: 3 clusters Score -1013956 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1014544.375000 Penalty: 2760.157715
	Iteration 2F: 3 clusters Score -1014544 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1015146.750000 Penalty: 2760.157715
	Iteration 3F: 3 clusters Score -1015147 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1015738.375000 Penalty: 2760.157715
	Iteration 4F: 3 clusters Score -1015738 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1016277.500000 Penalty: 2760.157715
	Iteration 5F: 3 clusters Score -1016278 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1016696.437500 Penalty: 2760.157715
	Iteration 6F: 3 clusters Score -1016696 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1016976.312500 Penalty: 2760.157715
	Iteration 7Q: 3 clusters Score -1016976 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1017183.562500 Penalty: 2760.157715
	Iteration 8Q: 3 clusters Score -1017184 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1017329.250000 Penalty: 2760.157715
	Iteration 9Q: 3 clusters Score -1017329 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1017407.937500 Penalty: 2760.157715
	Iteration 10Q: 3 clusters Score -1017408 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1017458.437500 Penalty: 2760.157715
	Iteration 11Q: 3 clusters Score -1017458 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1017491.812500 Penalty: 2760.157715
	Iteration 12Q: 3 clusters Score -1017492 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1017512.437500 Penalty: 2760.157715
	Iteration 13Q: 3 clusters Score -1017512 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1017525.062500 Penalty: 2760.157715
	Iteration 14Q: 3 clusters Score -1017525 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1017534.937500 Penalty: 2760.157715
	Iteration 15Q: 3 clusters Score -1017535 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1017544.187500 Penalty: 2760.157715
	Iteration 16Q: 3 clusters Score -1017544 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1017549.437500 Penalty: 2760.157715
	Iteration 17Q: 3 clusters Score -1017549 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1017555.250000 Penalty: 2760.157715
	Iteration 18Q: 3 clusters Score -1017555 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1017559.187500 Penalty: 2760.157715
	Iteration 19Q: 3 clusters Score -1017559 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1017560.437500 Penalty: 2760.157715
	Iteration 20F: 3 clusters Score -1017560 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1017562.500000 Penalty: 2760.157715
	Iteration 21Q: 3 clusters Score -1017562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1017565.187500 Penalty: 2760.157715
	Iteration 22Q: 3 clusters Score -1017565 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1017570.500000 Penalty: 2760.157715
	Iteration 23Q: 3 clusters Score -1017570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1017569.687500 Penalty: 2760.157715
	Iteration 24Q: 3 clusters Score -1017570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1017568.562500 Penalty: 2760.157715
	Iteration 25Q: 3 clusters Score -1017569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1017569.437500 Penalty: 2760.157715
	Iteration 26Q: 3 clusters Score -1017569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1017569.750000 Penalty: 2760.157715
	Iteration 27Q: 3 clusters Score -1017570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1017573.125000 Penalty: 2760.157715
	Iteration 28Q: 3 clusters Score -1017573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1017573.375000 Penalty: 2760.157715
	Iteration 29Q: 3 clusters Score -1017573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1017572.812500 Penalty: 2760.157715
	Iteration 30Q: 3 clusters Score -1017573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1017572.500000 Penalty: 2760.157715
	Iteration 31Q: 3 clusters Score -1017572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1017574.687500 Penalty: 2760.157715
	Iteration 32Q: 3 clusters Score -1017575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1017574.187500 Penalty: 2760.157715
	Iteration 33Q: 3 clusters Score -1017574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1017575.250000 Penalty: 2760.157715
	Iteration 34Q: 3 clusters Score -1017575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1017576.062500 Penalty: 2760.157715
	Iteration 35Q: 3 clusters Score -1017576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1017576.062500 Penalty: 2760.157715
	Iteration 36F: 3 clusters Score -1017576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (38821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38821 members 
Entering Unmasked Estep 
Score: -4006160.250000 Penalty: 1572.327393
	Iteration 0F: 2 clusters Score -4006160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -3980942.000000 Penalty: 3144.654785
	Iteration 0F: 3 clusters Score -3980942 nChanged 17829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -3991146.500000 Penalty: 3144.654785
	Iteration 1F: 3 clusters Score -3991146 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -3992163.000000 Penalty: 3144.654785
	Iteration 2F: 3 clusters Score -3992163 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -3993324.250000 Penalty: 3144.654785
	Iteration 3F: 3 clusters Score -3993324 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -3994611.000000 Penalty: 3144.654785
	Iteration 4F: 3 clusters Score -3994611 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -3995839.000000 Penalty: 3144.654785
	Iteration 5F: 3 clusters Score -3995839 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -3996896.000000 Penalty: 3144.654785
	Iteration 6F: 3 clusters Score -3996896 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -3997678.750000 Penalty: 3144.654785
	Iteration 7Q: 3 clusters Score -3997679 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -3998299.250000 Penalty: 3144.654785
	Iteration 8Q: 3 clusters Score -3998299 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -3998784.500000 Penalty: 3144.654785
	Iteration 9Q: 3 clusters Score -3998784 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -3999182.250000 Penalty: 3144.654785
	Iteration 10Q: 3 clusters Score -3999182 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27121 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -3999510.000000 Penalty: 3144.654785
	Iteration 11Q: 3 clusters Score -3999510 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27838 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -3999779.750000 Penalty: 3144.654785
	Iteration 12Q: 3 clusters Score -3999780 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28587 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -4000120.000000 Penalty: 3144.654785
	Iteration 13Q: 3 clusters Score -4000120 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29426 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -4000507.500000 Penalty: 3144.654785
	Iteration 14Q: 3 clusters Score -4000508 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30232 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -4000867.250000 Penalty: 3144.654785
	Iteration 15Q: 3 clusters Score -4000867 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31068 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -4001306.000000 Penalty: 3144.654785
	Iteration 16Q: 3 clusters Score -4001306 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31926 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -4001784.250000 Penalty: 3144.654785
	Iteration 17Q: 3 clusters Score -4001784 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32719 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -4002244.250000 Penalty: 3144.654785
	Iteration 18Q: 3 clusters Score -4002244 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33410 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -4002600.250000 Penalty: 3144.654785
	Iteration 19Q: 3 clusters Score -4002600 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34038 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -4002958.750000 Penalty: 3144.654785
	Iteration 20F: 3 clusters Score -4002959 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34635 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -4003284.750000 Penalty: 3144.654785
	Iteration 21Q: 3 clusters Score -4003285 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35169 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -4003602.750000 Penalty: 3144.654785
	Iteration 22Q: 3 clusters Score -4003603 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35608 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -4003847.500000 Penalty: 3144.654785
	Iteration 23Q: 3 clusters Score -4003848 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35979 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -4004052.250000 Penalty: 3144.654785
	Iteration 24Q: 3 clusters Score -4004052 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36256 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -4004186.250000 Penalty: 3144.654785
	Iteration 25Q: 3 clusters Score -4004186 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36507 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -4004337.250000 Penalty: 3144.654785
	Iteration 26Q: 3 clusters Score -4004337 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36705 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -4004431.000000 Penalty: 3144.654785
	Iteration 27Q: 3 clusters Score -4004431 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36870 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -4004505.000000 Penalty: 3144.654785
	Iteration 28Q: 3 clusters Score -4004505 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37005 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -4004570.750000 Penalty: 3144.654785
	Iteration 29Q: 3 clusters Score -4004571 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37138 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -4004626.500000 Penalty: 3144.654785
	Iteration 30Q: 3 clusters Score -4004626 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37253 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -4004685.000000 Penalty: 3144.654785
	Iteration 31Q: 3 clusters Score -4004685 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37336 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -4004720.500000 Penalty: 3144.654785
	Iteration 32Q: 3 clusters Score -4004720 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37421 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -4004757.500000 Penalty: 3144.654785
	Iteration 33Q: 3 clusters Score -4004758 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37487 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -4004783.250000 Penalty: 3144.654785
	Iteration 34Q: 3 clusters Score -4004783 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37537 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -4004804.750000 Penalty: 3144.654785
	Iteration 35Q: 3 clusters Score -4004805 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37591 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -4004834.250000 Penalty: 3144.654785
	Iteration 36Q: 3 clusters Score -4004834 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37631 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -4004858.750000 Penalty: 3144.654785
	Iteration 37Q: 3 clusters Score -4004859 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37677 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -4004873.750000 Penalty: 3144.654785
	Iteration 38Q: 3 clusters Score -4004874 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37709 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -4004888.750000 Penalty: 3144.654785
	Iteration 39Q: 3 clusters Score -4004889 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37749 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -4004906.500000 Penalty: 3144.654785
	Iteration 40F: 3 clusters Score -4004906 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37781 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -4004920.000000 Penalty: 3144.654785
	Iteration 41Q: 3 clusters Score -4004920 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37811 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -4004934.250000 Penalty: 3144.654785
	Iteration 42Q: 3 clusters Score -4004934 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37832 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -4004941.750000 Penalty: 3144.654785
	Iteration 43Q: 3 clusters Score -4004942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37845 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -4004946.750000 Penalty: 3144.654785
	Iteration 44Q: 3 clusters Score -4004947 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37860 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -4004953.000000 Penalty: 3144.654785
	Iteration 45Q: 3 clusters Score -4004953 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37874 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -4004963.250000 Penalty: 3144.654785
	Iteration 46Q: 3 clusters Score -4004963 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37887 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -4004968.250000 Penalty: 3144.654785
	Iteration 47Q: 3 clusters Score -4004968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37897 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -4004972.250000 Penalty: 3144.654785
	Iteration 48Q: 3 clusters Score -4004972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37907 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -4004982.500000 Penalty: 3144.654785
	Iteration 49Q: 3 clusters Score -4004982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37913 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -4004976.750000 Penalty: 3144.654785
	Iteration 50Q: 3 clusters Score -4004977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37920 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -4004984.000000 Penalty: 3144.654785
	Iteration 51Q: 3 clusters Score -4004984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37924 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -4004983.750000 Penalty: 3144.654785
	Iteration 52Q: 3 clusters Score -4004984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37932 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -4004986.500000 Penalty: 3144.654785
	Iteration 53Q: 3 clusters Score -4004986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37938 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -4004990.000000 Penalty: 3144.654785
	Iteration 54Q: 3 clusters Score -4004990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37942 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -4004991.250000 Penalty: 3144.654785
	Iteration 55Q: 3 clusters Score -4004991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37944 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -4004993.500000 Penalty: 3144.654785
	Iteration 56Q: 3 clusters Score -4004994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37946 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -4004989.750000 Penalty: 3144.654785
	Iteration 57Q: 3 clusters Score -4004990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37950 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -4004991.750000 Penalty: 3144.654785
	Iteration 58Q: 3 clusters Score -4004992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37954 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -4004990.750000 Penalty: 3144.654785
	Iteration 59Q: 3 clusters Score -4004991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37961 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -4004995.000000 Penalty: 3144.654785
	Iteration 60F: 3 clusters Score -4004995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37965 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -4004994.500000 Penalty: 3144.654785
	Iteration 61Q: 3 clusters Score -4004994 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37975 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -4005003.000000 Penalty: 3144.654785
	Iteration 62Q: 3 clusters Score -4005003 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37988 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -4005004.750000 Penalty: 3144.654785
	Iteration 63Q: 3 clusters Score -4005005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37992 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -4005003.500000 Penalty: 3144.654785
	Iteration 64Q: 3 clusters Score -4005004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37994 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -4005011.750000 Penalty: 3144.654785
	Iteration 65Q: 3 clusters Score -4005012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38001 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -4005018.750000 Penalty: 3144.654785
	Iteration 66Q: 3 clusters Score -4005019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38007 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -4005023.250000 Penalty: 3144.654785
	Iteration 67Q: 3 clusters Score -4005023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38015 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -4005029.250000 Penalty: 3144.654785
	Iteration 68Q: 3 clusters Score -4005029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38021 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -4005033.750000 Penalty: 3144.654785
	Iteration 69Q: 3 clusters Score -4005034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38025 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -4005035.500000 Penalty: 3144.654785
	Iteration 70Q: 3 clusters Score -4005036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38031 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -4005034.500000 Penalty: 3144.654785
	Iteration 71Q: 3 clusters Score -4005034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38036 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -4005038.250000 Penalty: 3144.654785
	Iteration 72Q: 3 clusters Score -4005038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38041 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -4005047.000000 Penalty: 3144.654785
	Iteration 73Q: 3 clusters Score -4005047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38042 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -4005047.750000 Penalty: 3144.654785
	Iteration 74Q: 3 clusters Score -4005048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38044 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -4005053.250000 Penalty: 3144.654785
	Iteration 75Q: 3 clusters Score -4005053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38046 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -4005053.250000 Penalty: 3144.654785
	Iteration 76Q: 3 clusters Score -4005053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38047 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -4005054.500000 Penalty: 3144.654785
	Iteration 77Q: 3 clusters Score -4005054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38047 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -4005054.500000 Penalty: 3144.654785
	Iteration 78F: 3 clusters Score -4005054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (17835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Entering Unmasked Estep 
Score: -1873037.875000 Penalty: 1456.591064
	Iteration 0F: 2 clusters Score -1873038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1861285.500000 Penalty: 2913.182129
	Iteration 0F: 3 clusters Score -1861286 nChanged 7768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1865513.000000 Penalty: 2913.182129
	Iteration 1F: 3 clusters Score -1865513 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1865913.625000 Penalty: 2913.182129
	Iteration 2F: 3 clusters Score -1865914 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1866226.625000 Penalty: 2913.182129
	Iteration 3Q: 3 clusters Score -1866227 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1866470.750000 Penalty: 2913.182129
	Iteration 4Q: 3 clusters Score -1866471 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1866694.750000 Penalty: 2913.182129
	Iteration 5Q: 3 clusters Score -1866695 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1866907.000000 Penalty: 2913.182129
	Iteration 6Q: 3 clusters Score -1866907 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1867123.125000 Penalty: 2913.182129
	Iteration 7Q: 3 clusters Score -1867123 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1867351.375000 Penalty: 2913.182129
	Iteration 8Q: 3 clusters Score -1867351 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -1867627.625000 Penalty: 2913.182129
	Iteration 9Q: 3 clusters Score -1867628 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -1867966.750000 Penalty: 2913.182129
	Iteration 10Q: 3 clusters Score -1867967 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -1868374.875000 Penalty: 2913.182129
	Iteration 11Q: 3 clusters Score -1868375 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -1868890.125000 Penalty: 2913.182129
	Iteration 12Q: 3 clusters Score -1868890 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -1869508.500000 Penalty: 2913.182129
	Iteration 13F: 3 clusters Score -1869508 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -1870131.875000 Penalty: 2913.182129
	Iteration 14Q: 3 clusters Score -1870132 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -1870700.750000 Penalty: 2913.182129
	Iteration 15Q: 3 clusters Score -1870701 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -1871089.000000 Penalty: 2913.182129
	Iteration 16Q: 3 clusters Score -1871089 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -1871374.875000 Penalty: 2913.182129
	Iteration 17Q: 3 clusters Score -1871375 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -1871591.250000 Penalty: 2913.182129
	Iteration 18Q: 3 clusters Score -1871591 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -1871729.750000 Penalty: 2913.182129
	Iteration 19Q: 3 clusters Score -1871730 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -1871822.500000 Penalty: 2913.182129
	Iteration 20F: 3 clusters Score -1871822 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -1871880.375000 Penalty: 2913.182129
	Iteration 21Q: 3 clusters Score -1871880 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -1871924.500000 Penalty: 2913.182129
	Iteration 22Q: 3 clusters Score -1871924 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -1871960.125000 Penalty: 2913.182129
	Iteration 23Q: 3 clusters Score -1871960 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -1871970.375000 Penalty: 2913.182129
	Iteration 24Q: 3 clusters Score -1871970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -1871979.875000 Penalty: 2913.182129
	Iteration 25Q: 3 clusters Score -1871980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -1871981.000000 Penalty: 2913.182129
	Iteration 26Q: 3 clusters Score -1871981 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -1871990.000000 Penalty: 2913.182129
	Iteration 27Q: 3 clusters Score -1871990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -1871993.250000 Penalty: 2913.182129
	Iteration 28Q: 3 clusters Score -1871993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -1871995.750000 Penalty: 2913.182129
	Iteration 29Q: 3 clusters Score -1871996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -1871998.750000 Penalty: 2913.182129
	Iteration 30Q: 3 clusters Score -1871999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -1872000.625000 Penalty: 2913.182129
	Iteration 31Q: 3 clusters Score -1872001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -1872005.250000 Penalty: 2913.182129
	Iteration 32Q: 3 clusters Score -1872005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -1872005.250000 Penalty: 2913.182129
	Iteration 33Q: 3 clusters Score -1872005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -1872010.875000 Penalty: 2913.182129
	Iteration 34Q: 3 clusters Score -1872011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -1872011.000000 Penalty: 2913.182129
	Iteration 35Q: 3 clusters Score -1872011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -1872011.000000 Penalty: 2913.182129
	Iteration 36F: 3 clusters Score -1872011 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (9185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Entering Unmasked Estep 
Score: -894358.250000 Penalty: 1357.848755
	Iteration 0F: 2 clusters Score -894358.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -888180.500000 Penalty: 2715.697510
	Iteration 0F: 3 clusters Score -888180.5 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -890499.687500 Penalty: 2715.697510
	Iteration 1F: 3 clusters Score -890499.7 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -891317.562500 Penalty: 2715.697510
	Iteration 2F: 3 clusters Score -891317.6 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -892236.375000 Penalty: 2715.697510
	Iteration 3F: 3 clusters Score -892236.4 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -893066.812500 Penalty: 2715.697510
	Iteration 4F: 3 clusters Score -893066.8 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -893618.812500 Penalty: 2715.697510
	Iteration 5F: 3 clusters Score -893618.8 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -893949.062500 Penalty: 2715.697510
	Iteration 6Q: 3 clusters Score -893949.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -894133.687500 Penalty: 2715.697510
	Iteration 7Q: 3 clusters Score -894133.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -894231.750000 Penalty: 2715.697510
	Iteration 8Q: 3 clusters Score -894231.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -894277.187500 Penalty: 2715.697510
	Iteration 9Q: 3 clusters Score -894277.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -894305.500000 Penalty: 2715.697510
	Iteration 10Q: 3 clusters Score -894305.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -894324.312500 Penalty: 2715.697510
	Iteration 11Q: 3 clusters Score -894324.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -894344.437500 Penalty: 2715.697510
	Iteration 12Q: 3 clusters Score -894344.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -894359.312500 Penalty: 2715.697510
	Iteration 13Q: 3 clusters Score -894359.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -894367.875000 Penalty: 2715.697510
	Iteration 14Q: 3 clusters Score -894367.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -894370.875000 Penalty: 2715.697510
	Iteration 15Q: 3 clusters Score -894370.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -894374.937500 Penalty: 2715.697510
	Iteration 16Q: 3 clusters Score -894374.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -894378.000000 Penalty: 2715.697510
	Iteration 17Q: 3 clusters Score -894378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -894381.937500 Penalty: 2715.697510
	Iteration 18Q: 3 clusters Score -894381.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -894380.937500 Penalty: 2715.697510
	Iteration 19Q: 3 clusters Score -894380.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -894378.937500 Penalty: 2715.697510
	Iteration 20F: 3 clusters Score -894378.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -894379.875000 Penalty: 2715.697510
	Iteration 21Q: 3 clusters Score -894379.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -894380.937500 Penalty: 2715.697510
	Iteration 22Q: 3 clusters Score -894380.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -894382.750000 Penalty: 2715.697510
	Iteration 23Q: 3 clusters Score -894382.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -894382.125000 Penalty: 2715.697510
	Iteration 24Q: 3 clusters Score -894382.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -894385.187500 Penalty: 2715.697510
	Iteration 25Q: 3 clusters Score -894385.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -894383.125000 Penalty: 2715.697510
	Iteration 26Q: 3 clusters Score -894383.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -894384.812500 Penalty: 2715.697510
	Iteration 27Q: 3 clusters Score -894384.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -894384.562500 Penalty: 2715.697510
	Iteration 28Q: 3 clusters Score -894384.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -894388.562500 Penalty: 2715.697510
	Iteration 29Q: 3 clusters Score -894388.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -894389.750000 Penalty: 2715.697510
	Iteration 30Q: 3 clusters Score -894389.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -894389.875000 Penalty: 2715.697510
	Iteration 31Q: 3 clusters Score -894389.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -894390.562500 Penalty: 2715.697510
	Iteration 32Q: 3 clusters Score -894390.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -894390.562500 Penalty: 2715.697510
	Iteration 33F: 3 clusters Score -894390.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 108488 members 
Mstep: Class 3 contains 21648 members 
Mstep: Class 4 contains 37345 members 
Mstep: Class 5 contains 66317 members 
Mstep: Class 6 contains 115148 members 
Mstep: Class 7 contains 6026 members 
Mstep: Class 8 contains 18462 members 
Mstep: Class 9 contains 19769 members 
Mstep: Class 10 contains 20992 members 
Mstep: Class 11 contains 49780 members 
Mstep: Class 12 contains 3872 members 
Mstep: Class 13 contains 9721 members 
Mstep: Class 14 contains 2243 members 
Mstep: Class 15 contains 5253 members 
Mstep: Class 16 contains 40932 members 
Mstep: Class 17 contains 8303 members 
Mstep: Class 18 contains 22391 members 
Mstep: Class 19 contains 16382 members 
Mstep: Class 20 contains 38637 members 
Mstep: Class 21 contains 13825 members 
Mstep: Class 22 contains 20362 members 
Mstep: Class 23 contains 12965 members 
Mstep: Class 24 contains 9803 members 
Mstep: Class 25 contains 1820 members 
Mstep: Class 26 contains 3514 members 
Mstep: Class 27 contains 22823 members 
Mstep: Class 28 contains 2766 members 
Mstep: Class 29 contains 10665 members 
Mstep: Class 30 contains 38821 members 
Mstep: Class 31 contains 17835 members 
Mstep: Class 32 contains 6049 members 
Mstep: Class 33 contains 17406 members 
Mstep: Class 34 contains 8713 members 
Mstep: Class 35 contains 19895 members 
Mstep: Class 36 contains 588 members 
Mstep: Class 37 contains 6605 members 
Mstep: Class 38 contains 15495 members 
Mstep: Class 39 contains 5604 members 
Mstep: Class 40 contains 2693 members 
Mstep: Class 41 contains 5032 members 
Mstep: Class 42 contains 6473 members 
Mstep: Class 43 contains 21010 members 
Mstep: Class 44 contains 2727 members 
Mstep: Class 45 contains 3136 members 
Entering Unmasked Estep 
Score: -88100232.000000 Penalty: 91801.750000
Splitting cluster 32 changes total score from -88081480.000000 to -88100232.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 33 (17406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Entering Unmasked Estep 
Score: -1768684.625000 Penalty: 1452.968140
	Iteration 0F: 2 clusters Score -1768685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1757194.875000 Penalty: 2905.936279
	Iteration 0F: 3 clusters Score -1757195 nChanged 7594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1761346.125000 Penalty: 2905.936279
	Iteration 1F: 3 clusters Score -1761346 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1761719.625000 Penalty: 2905.936279
	Iteration 2F: 3 clusters Score -1761720 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1762033.000000 Penalty: 2905.936279
	Iteration 3Q: 3 clusters Score -1762033 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1762307.750000 Penalty: 2905.936279
	Iteration 4Q: 3 clusters Score -1762308 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1762561.875000 Penalty: 2905.936279
	Iteration 5Q: 3 clusters Score -1762562 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1762808.000000 Penalty: 2905.936279
	Iteration 6Q: 3 clusters Score -1762808 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1763074.250000 Penalty: 2905.936279
	Iteration 7Q: 3 clusters Score -1763074 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1763344.375000 Penalty: 2905.936279
	Iteration 8Q: 3 clusters Score -1763344 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1763634.625000 Penalty: 2905.936279
	Iteration 9Q: 3 clusters Score -1763635 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1763927.500000 Penalty: 2905.936279
	Iteration 10Q: 3 clusters Score -1763928 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1764252.250000 Penalty: 2905.936279
	Iteration 11Q: 3 clusters Score -1764252 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1764594.500000 Penalty: 2905.936279
	Iteration 12Q: 3 clusters Score -1764594 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1764925.500000 Penalty: 2905.936279
	Iteration 13Q: 3 clusters Score -1764926 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1765164.250000 Penalty: 2905.936279
	Iteration 14Q: 3 clusters Score -1765164 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1765332.625000 Penalty: 2905.936279
	Iteration 15Q: 3 clusters Score -1765333 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1765464.125000 Penalty: 2905.936279
	Iteration 16Q: 3 clusters Score -1765464 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1765558.125000 Penalty: 2905.936279
	Iteration 17Q: 3 clusters Score -1765558 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1765639.375000 Penalty: 2905.936279
	Iteration 18Q: 3 clusters Score -1765639 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1765705.125000 Penalty: 2905.936279
	Iteration 19Q: 3 clusters Score -1765705 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1765763.250000 Penalty: 2905.936279
	Iteration 20F: 3 clusters Score -1765763 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1765839.750000 Penalty: 2905.936279
	Iteration 21Q: 3 clusters Score -1765840 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1765909.750000 Penalty: 2905.936279
	Iteration 22Q: 3 clusters Score -1765910 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1765986.125000 Penalty: 2905.936279
	Iteration 23Q: 3 clusters Score -1765986 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1766061.125000 Penalty: 2905.936279
	Iteration 24Q: 3 clusters Score -1766061 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1766151.375000 Penalty: 2905.936279
	Iteration 25Q: 3 clusters Score -1766151 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1766249.750000 Penalty: 2905.936279
	Iteration 26Q: 3 clusters Score -1766250 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1766364.375000 Penalty: 2905.936279
	Iteration 27Q: 3 clusters Score -1766364 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1766472.375000 Penalty: 2905.936279
	Iteration 28Q: 3 clusters Score -1766472 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1766562.375000 Penalty: 2905.936279
	Iteration 29Q: 3 clusters Score -1766562 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1766649.875000 Penalty: 2905.936279
	Iteration 30Q: 3 clusters Score -1766650 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1766733.750000 Penalty: 2905.936279
	Iteration 31Q: 3 clusters Score -1766734 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1766801.500000 Penalty: 2905.936279
	Iteration 32Q: 3 clusters Score -1766802 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1766863.625000 Penalty: 2905.936279
	Iteration 33Q: 3 clusters Score -1766864 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1766940.250000 Penalty: 2905.936279
	Iteration 34Q: 3 clusters Score -1766940 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1767014.875000 Penalty: 2905.936279
	Iteration 35Q: 3 clusters Score -1767015 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1767087.000000 Penalty: 2905.936279
	Iteration 36Q: 3 clusters Score -1767087 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1767137.125000 Penalty: 2905.936279
	Iteration 37Q: 3 clusters Score -1767137 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1767187.875000 Penalty: 2905.936279
	Iteration 38Q: 3 clusters Score -1767188 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1767237.375000 Penalty: 2905.936279
	Iteration 39Q: 3 clusters Score -1767237 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1767269.500000 Penalty: 2905.936279
	Iteration 40F: 3 clusters Score -1767270 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1767290.125000 Penalty: 2905.936279
	Iteration 41Q: 3 clusters Score -1767290 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1767310.875000 Penalty: 2905.936279
	Iteration 42Q: 3 clusters Score -1767311 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1767343.375000 Penalty: 2905.936279
	Iteration 43Q: 3 clusters Score -1767343 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1767363.250000 Penalty: 2905.936279
	Iteration 44Q: 3 clusters Score -1767363 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1767386.750000 Penalty: 2905.936279
	Iteration 45Q: 3 clusters Score -1767387 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1767411.125000 Penalty: 2905.936279
	Iteration 46Q: 3 clusters Score -1767411 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1767426.250000 Penalty: 2905.936279
	Iteration 47Q: 3 clusters Score -1767426 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1767442.875000 Penalty: 2905.936279
	Iteration 48Q: 3 clusters Score -1767443 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1767467.125000 Penalty: 2905.936279
	Iteration 49Q: 3 clusters Score -1767467 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1767482.750000 Penalty: 2905.936279
	Iteration 50Q: 3 clusters Score -1767483 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1767501.125000 Penalty: 2905.936279
	Iteration 51Q: 3 clusters Score -1767501 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1767508.125000 Penalty: 2905.936279
	Iteration 52Q: 3 clusters Score -1767508 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1767516.000000 Penalty: 2905.936279
	Iteration 53Q: 3 clusters Score -1767516 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1767519.000000 Penalty: 2905.936279
	Iteration 54Q: 3 clusters Score -1767519 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1767518.250000 Penalty: 2905.936279
	Iteration 55Q: 3 clusters Score -1767518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1767522.625000 Penalty: 2905.936279
	Iteration 56Q: 3 clusters Score -1767523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1767527.625000 Penalty: 2905.936279
	Iteration 57Q: 3 clusters Score -1767528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1767528.875000 Penalty: 2905.936279
	Iteration 58Q: 3 clusters Score -1767529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1767533.500000 Penalty: 2905.936279
	Iteration 59Q: 3 clusters Score -1767534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1767537.625000 Penalty: 2905.936279
	Iteration 60F: 3 clusters Score -1767538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1767542.625000 Penalty: 2905.936279
	Iteration 61Q: 3 clusters Score -1767543 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1767550.125000 Penalty: 2905.936279
	Iteration 62Q: 3 clusters Score -1767550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1767552.500000 Penalty: 2905.936279
	Iteration 63Q: 3 clusters Score -1767552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1767554.750000 Penalty: 2905.936279
	Iteration 64Q: 3 clusters Score -1767555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1767559.125000 Penalty: 2905.936279
	Iteration 65Q: 3 clusters Score -1767559 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1767564.875000 Penalty: 2905.936279
	Iteration 66Q: 3 clusters Score -1767565 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1767568.375000 Penalty: 2905.936279
	Iteration 67Q: 3 clusters Score -1767568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1767573.875000 Penalty: 2905.936279
	Iteration 68Q: 3 clusters Score -1767574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1767579.500000 Penalty: 2905.936279
	Iteration 69Q: 3 clusters Score -1767580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1767586.625000 Penalty: 2905.936279
	Iteration 70Q: 3 clusters Score -1767587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1767586.750000 Penalty: 2905.936279
	Iteration 71Q: 3 clusters Score -1767587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1767587.500000 Penalty: 2905.936279
	Iteration 72Q: 3 clusters Score -1767588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1767587.375000 Penalty: 2905.936279
	Iteration 73Q: 3 clusters Score -1767587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1767585.625000 Penalty: 2905.936279
	Iteration 74Q: 3 clusters Score -1767586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1767585.625000 Penalty: 2905.936279
	Iteration 75F: 3 clusters Score -1767586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Entering Unmasked Estep 
Score: -881229.375000 Penalty: 1349.998657
	Iteration 0F: 2 clusters Score -881229.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -875215.375000 Penalty: 2699.997314
	Iteration 0F: 3 clusters Score -875215.4 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -877159.375000 Penalty: 2699.997314
	Iteration 1F: 3 clusters Score -877159.4 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -877424.500000 Penalty: 2699.997314
	Iteration 2F: 3 clusters Score -877424.5 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -877585.687500 Penalty: 2699.997314
	Iteration 3Q: 3 clusters Score -877585.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -877693.500000 Penalty: 2699.997314
	Iteration 4Q: 3 clusters Score -877693.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -877782.500000 Penalty: 2699.997314
	Iteration 5Q: 3 clusters Score -877782.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -877858.187500 Penalty: 2699.997314
	Iteration 6Q: 3 clusters Score -877858.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -877924.937500 Penalty: 2699.997314
	Iteration 7Q: 3 clusters Score -877924.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -877991.562500 Penalty: 2699.997314
	Iteration 8Q: 3 clusters Score -877991.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -878062.562500 Penalty: 2699.997314
	Iteration 9Q: 3 clusters Score -878062.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -878141.000000 Penalty: 2699.997314
	Iteration 10Q: 3 clusters Score -878141 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -878201.125000 Penalty: 2699.997314
	Iteration 11Q: 3 clusters Score -878201.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -878252.687500 Penalty: 2699.997314
	Iteration 12Q: 3 clusters Score -878252.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -878294.875000 Penalty: 2699.997314
	Iteration 13Q: 3 clusters Score -878294.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -878338.687500 Penalty: 2699.997314
	Iteration 14Q: 3 clusters Score -878338.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -878384.250000 Penalty: 2699.997314
	Iteration 15Q: 3 clusters Score -878384.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -878432.000000 Penalty: 2699.997314
	Iteration 16Q: 3 clusters Score -878432 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -878484.125000 Penalty: 2699.997314
	Iteration 17Q: 3 clusters Score -878484.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -878547.875000 Penalty: 2699.997314
	Iteration 18Q: 3 clusters Score -878547.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -878600.687500 Penalty: 2699.997314
	Iteration 19Q: 3 clusters Score -878600.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -878666.062500 Penalty: 2699.997314
	Iteration 20F: 3 clusters Score -878666.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -878734.062500 Penalty: 2699.997314
	Iteration 21Q: 3 clusters Score -878734.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -878798.562500 Penalty: 2699.997314
	Iteration 22Q: 3 clusters Score -878798.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -878883.125000 Penalty: 2699.997314
	Iteration 23Q: 3 clusters Score -878883.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -878980.812500 Penalty: 2699.997314
	Iteration 24Q: 3 clusters Score -878980.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -879069.437500 Penalty: 2699.997314
	Iteration 25Q: 3 clusters Score -879069.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -879140.062500 Penalty: 2699.997314
	Iteration 26Q: 3 clusters Score -879140.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -879220.062500 Penalty: 2699.997314
	Iteration 27Q: 3 clusters Score -879220.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -879310.312500 Penalty: 2699.997314
	Iteration 28Q: 3 clusters Score -879310.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -879391.000000 Penalty: 2699.997314
	Iteration 29Q: 3 clusters Score -879391 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -879479.500000 Penalty: 2699.997314
	Iteration 30Q: 3 clusters Score -879479.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -879547.562500 Penalty: 2699.997314
	Iteration 31Q: 3 clusters Score -879547.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -879615.312500 Penalty: 2699.997314
	Iteration 32Q: 3 clusters Score -879615.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -879679.562500 Penalty: 2699.997314
	Iteration 33Q: 3 clusters Score -879679.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -879723.875000 Penalty: 2699.997314
	Iteration 34Q: 3 clusters Score -879723.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -879767.000000 Penalty: 2699.997314
	Iteration 35Q: 3 clusters Score -879767 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -879810.687500 Penalty: 2699.997314
	Iteration 36Q: 3 clusters Score -879810.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -879850.250000 Penalty: 2699.997314
	Iteration 37Q: 3 clusters Score -879850.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -879875.875000 Penalty: 2699.997314
	Iteration 38Q: 3 clusters Score -879875.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -879912.125000 Penalty: 2699.997314
	Iteration 39Q: 3 clusters Score -879912.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -879939.000000 Penalty: 2699.997314
	Iteration 40F: 3 clusters Score -879939 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -879959.750000 Penalty: 2699.997314
	Iteration 41Q: 3 clusters Score -879959.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -879979.125000 Penalty: 2699.997314
	Iteration 42Q: 3 clusters Score -879979.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -880002.812500 Penalty: 2699.997314
	Iteration 43Q: 3 clusters Score -880002.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -880020.562500 Penalty: 2699.997314
	Iteration 44Q: 3 clusters Score -880020.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -880035.437500 Penalty: 2699.997314
	Iteration 45Q: 3 clusters Score -880035.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -880046.125000 Penalty: 2699.997314
	Iteration 46Q: 3 clusters Score -880046.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -880058.437500 Penalty: 2699.997314
	Iteration 47Q: 3 clusters Score -880058.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -880069.937500 Penalty: 2699.997314
	Iteration 48Q: 3 clusters Score -880069.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -880079.000000 Penalty: 2699.997314
	Iteration 49Q: 3 clusters Score -880079 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -880088.125000 Penalty: 2699.997314
	Iteration 50Q: 3 clusters Score -880088.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -880103.750000 Penalty: 2699.997314
	Iteration 51Q: 3 clusters Score -880103.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -880112.562500 Penalty: 2699.997314
	Iteration 52Q: 3 clusters Score -880112.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -880121.437500 Penalty: 2699.997314
	Iteration 53Q: 3 clusters Score -880121.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -880126.437500 Penalty: 2699.997314
	Iteration 54Q: 3 clusters Score -880126.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -880130.687500 Penalty: 2699.997314
	Iteration 55Q: 3 clusters Score -880130.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -880137.125000 Penalty: 2699.997314
	Iteration 56Q: 3 clusters Score -880137.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -880138.062500 Penalty: 2699.997314
	Iteration 57Q: 3 clusters Score -880138.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -880140.437500 Penalty: 2699.997314
	Iteration 58Q: 3 clusters Score -880140.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -880141.375000 Penalty: 2699.997314
	Iteration 59Q: 3 clusters Score -880141.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -880140.750000 Penalty: 2699.997314
	Iteration 60F: 3 clusters Score -880140.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -880141.875000 Penalty: 2699.997314
	Iteration 61Q: 3 clusters Score -880141.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -880141.875000 Penalty: 2699.997314
	Iteration 62F: 3 clusters Score -880141.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (19895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Entering Unmasked Estep 
Score: -1899304.750000 Penalty: 1472.855713
	Iteration 0F: 2 clusters Score -1899305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1886296.250000 Penalty: 2945.711426
	Iteration 0F: 3 clusters Score -1886296 nChanged 8694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1891027.500000 Penalty: 2945.711426
	Iteration 1F: 3 clusters Score -1891028 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -1891549.000000 Penalty: 2945.711426
	Iteration 2F: 3 clusters Score -1891549 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1892007.500000 Penalty: 2945.711426
	Iteration 3F: 3 clusters Score -1892008 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1892443.750000 Penalty: 2945.711426
	Iteration 4Q: 3 clusters Score -1892444 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -1892964.375000 Penalty: 2945.711426
	Iteration 5Q: 3 clusters Score -1892964 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -1893521.125000 Penalty: 2945.711426
	Iteration 6Q: 3 clusters Score -1893521 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -1894167.000000 Penalty: 2945.711426
	Iteration 7F: 3 clusters Score -1894167 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -1894867.625000 Penalty: 2945.711426
	Iteration 8F: 3 clusters Score -1894868 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -1895573.500000 Penalty: 2945.711426
	Iteration 9F: 3 clusters Score -1895574 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -1896189.125000 Penalty: 2945.711426
	Iteration 10Q: 3 clusters Score -1896189 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -1896700.375000 Penalty: 2945.711426
	Iteration 11Q: 3 clusters Score -1896700 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -1897050.125000 Penalty: 2945.711426
	Iteration 12Q: 3 clusters Score -1897050 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -1897291.000000 Penalty: 2945.711426
	Iteration 13Q: 3 clusters Score -1897291 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -1897483.500000 Penalty: 2945.711426
	Iteration 14Q: 3 clusters Score -1897484 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -1897626.000000 Penalty: 2945.711426
	Iteration 15Q: 3 clusters Score -1897626 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -1897737.500000 Penalty: 2945.711426
	Iteration 16Q: 3 clusters Score -1897738 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -1897843.875000 Penalty: 2945.711426
	Iteration 17Q: 3 clusters Score -1897844 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -1897936.750000 Penalty: 2945.711426
	Iteration 18Q: 3 clusters Score -1897937 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -1898016.000000 Penalty: 2945.711426
	Iteration 19Q: 3 clusters Score -1898016 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -1898064.500000 Penalty: 2945.711426
	Iteration 20F: 3 clusters Score -1898064 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -1898120.500000 Penalty: 2945.711426
	Iteration 21Q: 3 clusters Score -1898120 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -1898150.375000 Penalty: 2945.711426
	Iteration 22Q: 3 clusters Score -1898150 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -1898172.625000 Penalty: 2945.711426
	Iteration 23Q: 3 clusters Score -1898173 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -1898194.500000 Penalty: 2945.711426
	Iteration 24Q: 3 clusters Score -1898194 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -1898207.250000 Penalty: 2945.711426
	Iteration 25Q: 3 clusters Score -1898207 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -1898217.750000 Penalty: 2945.711426
	Iteration 26Q: 3 clusters Score -1898218 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -1898231.625000 Penalty: 2945.711426
	Iteration 27Q: 3 clusters Score -1898232 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -1898238.750000 Penalty: 2945.711426
	Iteration 28Q: 3 clusters Score -1898239 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -1898243.625000 Penalty: 2945.711426
	Iteration 29Q: 3 clusters Score -1898244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -1898251.250000 Penalty: 2945.711426
	Iteration 30Q: 3 clusters Score -1898251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -1898253.500000 Penalty: 2945.711426
	Iteration 31Q: 3 clusters Score -1898254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -1898252.250000 Penalty: 2945.711426
	Iteration 32Q: 3 clusters Score -1898252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -1898254.375000 Penalty: 2945.711426
	Iteration 33Q: 3 clusters Score -1898254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -1898258.250000 Penalty: 2945.711426
	Iteration 34Q: 3 clusters Score -1898258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -1898260.500000 Penalty: 2945.711426
	Iteration 35Q: 3 clusters Score -1898260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -1898261.625000 Penalty: 2945.711426
	Iteration 36Q: 3 clusters Score -1898262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -1898262.625000 Penalty: 2945.711426
	Iteration 37Q: 3 clusters Score -1898263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -1898263.125000 Penalty: 2945.711426
	Iteration 38Q: 3 clusters Score -1898263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -1898263.125000 Penalty: 2945.711426
	Iteration 39F: 3 clusters Score -1898263 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Entering Unmasked Estep 
Score: -45588.898438 Penalty: 948.856995
	Iteration 0F: 2 clusters Score -45588.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -44730.878906 Penalty: 1897.713989
	Iteration 0F: 3 clusters Score -44730.88 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -45185.585938 Penalty: 1897.713989
	Iteration 1F: 3 clusters Score -45185.59 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -45572.828125 Penalty: 1897.713989
	Iteration 2F: 3 clusters Score -45572.83 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -45734.386719 Penalty: 1897.713989
	Iteration 3F: 3 clusters Score -45734.39 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -45788.687500 Penalty: 1897.713989
	Iteration 4Q: 3 clusters Score -45788.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -45845.328125 Penalty: 1897.713989
	Iteration 5Q: 3 clusters Score -45845.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -45879.285156 Penalty: 1897.713989
	Iteration 6Q: 3 clusters Score -45879.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -45899.191406 Penalty: 1897.713989
	Iteration 7Q: 3 clusters Score -45899.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -45914.453125 Penalty: 1897.713989
	Iteration 8Q: 3 clusters Score -45914.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -45916.355469 Penalty: 1897.713989
	Iteration 9Q: 3 clusters Score -45916.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -45918.714844 Penalty: 1897.713989
	Iteration 10Q: 3 clusters Score -45918.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -45940.652344 Penalty: 1897.713989
	Iteration 11Q: 3 clusters Score -45940.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -45949.746094 Penalty: 1897.713989
	Iteration 12Q: 3 clusters Score -45949.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -45952.609375 Penalty: 1897.713989
	Iteration 13Q: 3 clusters Score -45952.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -45953.996094 Penalty: 1897.713989
	Iteration 14Q: 3 clusters Score -45954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -45953.996094 Penalty: 1897.713989
	Iteration 15F: 3 clusters Score -45954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 108488 members 
Mstep: Class 3 contains 21648 members 
Mstep: Class 4 contains 37345 members 
Mstep: Class 5 contains 66317 members 
Mstep: Class 6 contains 115148 members 
Mstep: Class 7 contains 6026 members 
Mstep: Class 8 contains 18462 members 
Mstep: Class 9 contains 19769 members 
Mstep: Class 10 contains 20992 members 
Mstep: Class 11 contains 49780 members 
Mstep: Class 12 contains 3872 members 
Mstep: Class 13 contains 9721 members 
Mstep: Class 14 contains 2243 members 
Mstep: Class 15 contains 5253 members 
Mstep: Class 16 contains 40932 members 
Mstep: Class 17 contains 8303 members 
Mstep: Class 18 contains 22391 members 
Mstep: Class 19 contains 16382 members 
Mstep: Class 20 contains 38637 members 
Mstep: Class 21 contains 13825 members 
Mstep: Class 22 contains 20362 members 
Mstep: Class 23 contains 12965 members 
Mstep: Class 24 contains 9803 members 
Mstep: Class 25 contains 1820 members 
Mstep: Class 26 contains 3514 members 
Mstep: Class 27 contains 22823 members 
Mstep: Class 28 contains 2766 members 
Mstep: Class 29 contains 10665 members 
Mstep: Class 30 contains 38821 members 
Mstep: Class 31 contains 17835 members 
Mstep: Class 32 contains 6049 members 
Mstep: Class 33 contains 17406 members 
Mstep: Class 34 contains 8713 members 
Mstep: Class 35 contains 19895 members 
Mstep: Class 36 contains 451 members 
Mstep: Class 37 contains 6605 members 
Mstep: Class 38 contains 15495 members 
Mstep: Class 39 contains 5604 members 
Mstep: Class 40 contains 2693 members 
Mstep: Class 41 contains 5032 members 
Mstep: Class 42 contains 6473 members 
Mstep: Class 43 contains 21010 members 
Mstep: Class 44 contains 2727 members 
Mstep: Class 45 contains 3136 members 
Mstep: Class 46 contains 137 members 
Entering Unmasked Estep 
Score: -88099576.000000 Penalty: 93841.789062
Splitting cluster 36 changes total score from -88081480.000000 to -88099576.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 37 (6605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Entering Unmasked Estep 
Score: -631522.625000 Penalty: 1308.782593
	Iteration 0F: 2 clusters Score -631522.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -626849.875000 Penalty: 2617.565186
	Iteration 0F: 3 clusters Score -626849.9 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -628257.562500 Penalty: 2617.565186
	Iteration 1F: 3 clusters Score -628257.6 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -628582.375000 Penalty: 2617.565186
	Iteration 2F: 3 clusters Score -628582.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -628792.125000 Penalty: 2617.565186
	Iteration 3F: 3 clusters Score -628792.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -628964.437500 Penalty: 2617.565186
	Iteration 4Q: 3 clusters Score -628964.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -629114.812500 Penalty: 2617.565186
	Iteration 5Q: 3 clusters Score -629114.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -629278.500000 Penalty: 2617.565186
	Iteration 6Q: 3 clusters Score -629278.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -629416.562500 Penalty: 2617.565186
	Iteration 7Q: 3 clusters Score -629416.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -629552.875000 Penalty: 2617.565186
	Iteration 8Q: 3 clusters Score -629552.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -629691.000000 Penalty: 2617.565186
	Iteration 9Q: 3 clusters Score -629691 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -629822.812500 Penalty: 2617.565186
	Iteration 10Q: 3 clusters Score -629822.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -629931.250000 Penalty: 2617.565186
	Iteration 11Q: 3 clusters Score -629931.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -630016.937500 Penalty: 2617.565186
	Iteration 12Q: 3 clusters Score -630016.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -630102.625000 Penalty: 2617.565186
	Iteration 13Q: 3 clusters Score -630102.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -630178.937500 Penalty: 2617.565186
	Iteration 14Q: 3 clusters Score -630178.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -630245.562500 Penalty: 2617.565186
	Iteration 15Q: 3 clusters Score -630245.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -630289.875000 Penalty: 2617.565186
	Iteration 16Q: 3 clusters Score -630289.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -630338.625000 Penalty: 2617.565186
	Iteration 17Q: 3 clusters Score -630338.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -630377.125000 Penalty: 2617.565186
	Iteration 18Q: 3 clusters Score -630377.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -630410.312500 Penalty: 2617.565186
	Iteration 19Q: 3 clusters Score -630410.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -630438.000000 Penalty: 2617.565186
	Iteration 20F: 3 clusters Score -630438 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -630454.750000 Penalty: 2617.565186
	Iteration 21Q: 3 clusters Score -630454.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -630471.000000 Penalty: 2617.565186
	Iteration 22Q: 3 clusters Score -630471 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -630485.312500 Penalty: 2617.565186
	Iteration 23Q: 3 clusters Score -630485.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -630500.812500 Penalty: 2617.565186
	Iteration 24Q: 3 clusters Score -630500.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -630513.812500 Penalty: 2617.565186
	Iteration 25Q: 3 clusters Score -630513.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -630526.687500 Penalty: 2617.565186
	Iteration 26Q: 3 clusters Score -630526.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -630542.625000 Penalty: 2617.565186
	Iteration 27Q: 3 clusters Score -630542.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -630562.812500 Penalty: 2617.565186
	Iteration 28Q: 3 clusters Score -630562.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -630585.812500 Penalty: 2617.565186
	Iteration 29Q: 3 clusters Score -630585.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -630605.812500 Penalty: 2617.565186
	Iteration 30Q: 3 clusters Score -630605.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -630627.125000 Penalty: 2617.565186
	Iteration 31Q: 3 clusters Score -630627.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -630643.000000 Penalty: 2617.565186
	Iteration 32Q: 3 clusters Score -630643 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -630655.500000 Penalty: 2617.565186
	Iteration 33Q: 3 clusters Score -630655.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -630660.250000 Penalty: 2617.565186
	Iteration 34Q: 3 clusters Score -630660.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -630663.062500 Penalty: 2617.565186
	Iteration 35Q: 3 clusters Score -630663.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -630663.312500 Penalty: 2617.565186
	Iteration 36Q: 3 clusters Score -630663.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -630663.312500 Penalty: 2617.565186
	Iteration 37F: 3 clusters Score -630663.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (15495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Entering Unmasked Estep 
Score: -1622249.375000 Penalty: 1435.662964
	Iteration 0F: 2 clusters Score -1622249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1611988.000000 Penalty: 2871.325928
	Iteration 0F: 3 clusters Score -1611988 nChanged 6736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1615735.750000 Penalty: 2871.325928
	Iteration 1F: 3 clusters Score -1615736 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1616164.750000 Penalty: 2871.325928
	Iteration 2F: 3 clusters Score -1616165 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1616510.875000 Penalty: 2871.325928
	Iteration 3F: 3 clusters Score -1616511 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1616889.000000 Penalty: 2871.325928
	Iteration 4Q: 3 clusters Score -1616889 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1617391.250000 Penalty: 2871.325928
	Iteration 5F: 3 clusters Score -1617391 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1618041.750000 Penalty: 2871.325928
	Iteration 6F: 3 clusters Score -1618042 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -1618736.000000 Penalty: 2871.325928
	Iteration 7F: 3 clusters Score -1618736 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -1619316.250000 Penalty: 2871.325928
	Iteration 8F: 3 clusters Score -1619316 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -1619792.875000 Penalty: 2871.325928
	Iteration 9Q: 3 clusters Score -1619793 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -1620179.750000 Penalty: 2871.325928
	Iteration 10Q: 3 clusters Score -1620180 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -1620442.750000 Penalty: 2871.325928
	Iteration 11Q: 3 clusters Score -1620443 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -1620647.250000 Penalty: 2871.325928
	Iteration 12Q: 3 clusters Score -1620647 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -1620799.375000 Penalty: 2871.325928
	Iteration 13Q: 3 clusters Score -1620799 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -1620901.625000 Penalty: 2871.325928
	Iteration 14Q: 3 clusters Score -1620902 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -1620981.125000 Penalty: 2871.325928
	Iteration 15Q: 3 clusters Score -1620981 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -1621037.500000 Penalty: 2871.325928
	Iteration 16Q: 3 clusters Score -1621038 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -1621097.375000 Penalty: 2871.325928
	Iteration 17Q: 3 clusters Score -1621097 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -1621140.500000 Penalty: 2871.325928
	Iteration 18Q: 3 clusters Score -1621140 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -1621173.625000 Penalty: 2871.325928
	Iteration 19Q: 3 clusters Score -1621174 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -1621199.375000 Penalty: 2871.325928
	Iteration 20F: 3 clusters Score -1621199 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -1621213.500000 Penalty: 2871.325928
	Iteration 21Q: 3 clusters Score -1621214 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -1621223.125000 Penalty: 2871.325928
	Iteration 22Q: 3 clusters Score -1621223 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -1621237.375000 Penalty: 2871.325928
	Iteration 23Q: 3 clusters Score -1621237 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -1621243.375000 Penalty: 2871.325928
	Iteration 24Q: 3 clusters Score -1621243 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -1621250.500000 Penalty: 2871.325928
	Iteration 25Q: 3 clusters Score -1621250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -1621261.250000 Penalty: 2871.325928
	Iteration 26Q: 3 clusters Score -1621261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -1621268.000000 Penalty: 2871.325928
	Iteration 27Q: 3 clusters Score -1621268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -1621272.125000 Penalty: 2871.325928
	Iteration 28Q: 3 clusters Score -1621272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -1621273.125000 Penalty: 2871.325928
	Iteration 29Q: 3 clusters Score -1621273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -1621275.000000 Penalty: 2871.325928
	Iteration 30Q: 3 clusters Score -1621275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -1621275.000000 Penalty: 2871.325928
	Iteration 31F: 3 clusters Score -1621275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -504220.281250 Penalty: 1284.328003
	Iteration 0F: 2 clusters Score -504220.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -500144.500000 Penalty: 2568.656006
	Iteration 0F: 3 clusters Score -500144.5 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -501587.875000 Penalty: 2568.656006
	Iteration 1F: 3 clusters Score -501587.9 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -501976.218750 Penalty: 2568.656006
	Iteration 2F: 3 clusters Score -501976.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -502323.406250 Penalty: 2568.656006
	Iteration 3F: 3 clusters Score -502323.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -502641.531250 Penalty: 2568.656006
	Iteration 4F: 3 clusters Score -502641.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -502882.093750 Penalty: 2568.656006
	Iteration 5F: 3 clusters Score -502882.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -503071.781250 Penalty: 2568.656006
	Iteration 6Q: 3 clusters Score -503071.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -503237.562500 Penalty: 2568.656006
	Iteration 7Q: 3 clusters Score -503237.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -503371.062500 Penalty: 2568.656006
	Iteration 8Q: 3 clusters Score -503371.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -503466.312500 Penalty: 2568.656006
	Iteration 9Q: 3 clusters Score -503466.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -503546.687500 Penalty: 2568.656006
	Iteration 10Q: 3 clusters Score -503546.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -503604.062500 Penalty: 2568.656006
	Iteration 11Q: 3 clusters Score -503604.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -503643.312500 Penalty: 2568.656006
	Iteration 12Q: 3 clusters Score -503643.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -503664.625000 Penalty: 2568.656006
	Iteration 13Q: 3 clusters Score -503664.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -503682.062500 Penalty: 2568.656006
	Iteration 14Q: 3 clusters Score -503682.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -503692.500000 Penalty: 2568.656006
	Iteration 15Q: 3 clusters Score -503692.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -503703.906250 Penalty: 2568.656006
	Iteration 16Q: 3 clusters Score -503703.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -503715.375000 Penalty: 2568.656006
	Iteration 17Q: 3 clusters Score -503715.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -503720.843750 Penalty: 2568.656006
	Iteration 18Q: 3 clusters Score -503720.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -503726.281250 Penalty: 2568.656006
	Iteration 19Q: 3 clusters Score -503726.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -503729.937500 Penalty: 2568.656006
	Iteration 20F: 3 clusters Score -503729.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -503733.687500 Penalty: 2568.656006
	Iteration 21Q: 3 clusters Score -503733.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -503736.250000 Penalty: 2568.656006
	Iteration 22Q: 3 clusters Score -503736.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -503742.281250 Penalty: 2568.656006
	Iteration 23Q: 3 clusters Score -503742.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -503745.125000 Penalty: 2568.656006
	Iteration 24Q: 3 clusters Score -503745.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -503749.937500 Penalty: 2568.656006
	Iteration 25Q: 3 clusters Score -503749.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -503754.656250 Penalty: 2568.656006
	Iteration 26Q: 3 clusters Score -503754.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -503758.937500 Penalty: 2568.656006
	Iteration 27Q: 3 clusters Score -503758.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -503763.593750 Penalty: 2568.656006
	Iteration 28Q: 3 clusters Score -503763.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -503765.937500 Penalty: 2568.656006
	Iteration 29Q: 3 clusters Score -503765.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -503769.406250 Penalty: 2568.656006
	Iteration 30Q: 3 clusters Score -503769.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -503772.250000 Penalty: 2568.656006
	Iteration 31Q: 3 clusters Score -503772.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -503774.718750 Penalty: 2568.656006
	Iteration 32Q: 3 clusters Score -503774.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -503775.312500 Penalty: 2568.656006
	Iteration 33Q: 3 clusters Score -503775.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -503776.625000 Penalty: 2568.656006
	Iteration 34Q: 3 clusters Score -503776.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -503779.531250 Penalty: 2568.656006
	Iteration 35Q: 3 clusters Score -503779.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -503780.093750 Penalty: 2568.656006
	Iteration 36Q: 3 clusters Score -503780.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -503780.093750 Penalty: 2568.656006
	Iteration 37F: 3 clusters Score -503780.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Entering Unmasked Estep 
Score: -236935.171875 Penalty: 1175.283569
	Iteration 0F: 2 clusters Score -236935.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -234711.968750 Penalty: 2350.567139
	Iteration 0F: 3 clusters Score -234712 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -235515.375000 Penalty: 2350.567139
	Iteration 1F: 3 clusters Score -235515.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -235866.390625 Penalty: 2350.567139
	Iteration 2F: 3 clusters Score -235866.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -236249.453125 Penalty: 2350.567139
	Iteration 3F: 3 clusters Score -236249.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -236502.562500 Penalty: 2350.567139
	Iteration 4F: 3 clusters Score -236502.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -236665.671875 Penalty: 2350.567139
	Iteration 5Q: 3 clusters Score -236665.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -236822.078125 Penalty: 2350.567139
	Iteration 6Q: 3 clusters Score -236822.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -236950.546875 Penalty: 2350.567139
	Iteration 7Q: 3 clusters Score -236950.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -237085.312500 Penalty: 2350.567139
	Iteration 8Q: 3 clusters Score -237085.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -237219.046875 Penalty: 2350.567139
	Iteration 9Q: 3 clusters Score -237219 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -237336.546875 Penalty: 2350.567139
	Iteration 10Q: 3 clusters Score -237336.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -237459.750000 Penalty: 2350.567139
	Iteration 11Q: 3 clusters Score -237459.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -237562.796875 Penalty: 2350.567139
	Iteration 12Q: 3 clusters Score -237562.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -237641.234375 Penalty: 2350.567139
	Iteration 13Q: 3 clusters Score -237641.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -237697.906250 Penalty: 2350.567139
	Iteration 14Q: 3 clusters Score -237697.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -237735.781250 Penalty: 2350.567139
	Iteration 15Q: 3 clusters Score -237735.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -237763.406250 Penalty: 2350.567139
	Iteration 16Q: 3 clusters Score -237763.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -237783.171875 Penalty: 2350.567139
	Iteration 17Q: 3 clusters Score -237783.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -237812.562500 Penalty: 2350.567139
	Iteration 18Q: 3 clusters Score -237812.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -237822.843750 Penalty: 2350.567139
	Iteration 19Q: 3 clusters Score -237822.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -237838.000000 Penalty: 2350.567139
	Iteration 20F: 3 clusters Score -237838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -237854.171875 Penalty: 2350.567139
	Iteration 21Q: 3 clusters Score -237854.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -237864.937500 Penalty: 2350.567139
	Iteration 22Q: 3 clusters Score -237864.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -237871.171875 Penalty: 2350.567139
	Iteration 23Q: 3 clusters Score -237871.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -237874.000000 Penalty: 2350.567139
	Iteration 24Q: 3 clusters Score -237874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -237877.953125 Penalty: 2350.567139
	Iteration 25Q: 3 clusters Score -237878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -237879.484375 Penalty: 2350.567139
	Iteration 26Q: 3 clusters Score -237879.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -237880.593750 Penalty: 2350.567139
	Iteration 27Q: 3 clusters Score -237880.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -237880.593750 Penalty: 2350.567139
	Iteration 28F: 3 clusters Score -237880.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 108488 members 
Mstep: Class 3 contains 21648 members 
Mstep: Class 4 contains 37345 members 
Mstep: Class 5 contains 66317 members 
Mstep: Class 6 contains 115148 members 
Mstep: Class 7 contains 6026 members 
Mstep: Class 8 contains 18462 members 
Mstep: Class 9 contains 19769 members 
Mstep: Class 10 contains 20992 members 
Mstep: Class 11 contains 49780 members 
Mstep: Class 12 contains 3872 members 
Mstep: Class 13 contains 9721 members 
Mstep: Class 14 contains 2243 members 
Mstep: Class 15 contains 5253 members 
Mstep: Class 16 contains 40932 members 
Mstep: Class 17 contains 8303 members 
Mstep: Class 18 contains 22391 members 
Mstep: Class 19 contains 16382 members 
Mstep: Class 20 contains 38637 members 
Mstep: Class 21 contains 13825 members 
Mstep: Class 22 contains 20362 members 
Mstep: Class 23 contains 12965 members 
Mstep: Class 24 contains 9803 members 
Mstep: Class 25 contains 1820 members 
Mstep: Class 26 contains 3514 members 
Mstep: Class 27 contains 22823 members 
Mstep: Class 28 contains 2766 members 
Mstep: Class 29 contains 10665 members 
Mstep: Class 30 contains 38821 members 
Mstep: Class 31 contains 17835 members 
Mstep: Class 32 contains 6049 members 
Mstep: Class 33 contains 17406 members 
Mstep: Class 34 contains 8713 members 
Mstep: Class 35 contains 19895 members 
Mstep: Class 36 contains 451 members 
Mstep: Class 37 contains 6605 members 
Mstep: Class 38 contains 15495 members 
Mstep: Class 39 contains 5604 members 
Mstep: Class 40 contains 1958 members 
Mstep: Class 41 contains 5032 members 
Mstep: Class 42 contains 6473 members 
Mstep: Class 43 contains 21010 members 
Mstep: Class 44 contains 2727 members 
Mstep: Class 45 contains 3136 members 
Mstep: Class 46 contains 137 members 
Mstep: Class 47 contains 735 members 
Entering Unmasked Estep 
Score: -88099680.000000 Penalty: 95881.820312
Splitting cluster 40 changes total score from -88081480.000000 to -88099680.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 41 (5032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Entering Unmasked Estep 
Score: -526376.187500 Penalty: 1268.307617
	Iteration 0F: 2 clusters Score -526376.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -522651.125000 Penalty: 2536.615234
	Iteration 0F: 3 clusters Score -522651.1 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -523775.562500 Penalty: 2536.615234
	Iteration 1F: 3 clusters Score -523775.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -523956.312500 Penalty: 2536.615234
	Iteration 2F: 3 clusters Score -523956.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -524065.281250 Penalty: 2536.615234
	Iteration 3Q: 3 clusters Score -524065.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -524143.562500 Penalty: 2536.615234
	Iteration 4Q: 3 clusters Score -524143.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -524210.406250 Penalty: 2536.615234
	Iteration 5Q: 3 clusters Score -524210.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -524281.687500 Penalty: 2536.615234
	Iteration 6Q: 3 clusters Score -524281.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -524332.187500 Penalty: 2536.615234
	Iteration 7Q: 3 clusters Score -524332.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -524373.687500 Penalty: 2536.615234
	Iteration 8Q: 3 clusters Score -524373.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -524413.312500 Penalty: 2536.615234
	Iteration 9Q: 3 clusters Score -524413.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -524444.000000 Penalty: 2536.615234
	Iteration 10Q: 3 clusters Score -524444 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -524475.125000 Penalty: 2536.615234
	Iteration 11Q: 3 clusters Score -524475.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -524502.000000 Penalty: 2536.615234
	Iteration 12Q: 3 clusters Score -524502 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -524529.062500 Penalty: 2536.615234
	Iteration 13Q: 3 clusters Score -524529.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -524556.500000 Penalty: 2536.615234
	Iteration 14Q: 3 clusters Score -524556.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -524581.250000 Penalty: 2536.615234
	Iteration 15Q: 3 clusters Score -524581.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -524608.937500 Penalty: 2536.615234
	Iteration 16Q: 3 clusters Score -524608.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -524645.250000 Penalty: 2536.615234
	Iteration 17Q: 3 clusters Score -524645.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -524682.125000 Penalty: 2536.615234
	Iteration 18Q: 3 clusters Score -524682.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -524712.187500 Penalty: 2536.615234
	Iteration 19Q: 3 clusters Score -524712.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -524738.937500 Penalty: 2536.615234
	Iteration 20F: 3 clusters Score -524738.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -524775.000000 Penalty: 2536.615234
	Iteration 21Q: 3 clusters Score -524775 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -524812.250000 Penalty: 2536.615234
	Iteration 22Q: 3 clusters Score -524812.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -524845.437500 Penalty: 2536.615234
	Iteration 23Q: 3 clusters Score -524845.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -524875.187500 Penalty: 2536.615234
	Iteration 24Q: 3 clusters Score -524875.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -524902.937500 Penalty: 2536.615234
	Iteration 25Q: 3 clusters Score -524902.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -524931.187500 Penalty: 2536.615234
	Iteration 26Q: 3 clusters Score -524931.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -524953.937500 Penalty: 2536.615234
	Iteration 27Q: 3 clusters Score -524953.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -524968.562500 Penalty: 2536.615234
	Iteration 28Q: 3 clusters Score -524968.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -524986.312500 Penalty: 2536.615234
	Iteration 29Q: 3 clusters Score -524986.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -525007.437500 Penalty: 2536.615234
	Iteration 30Q: 3 clusters Score -525007.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -525025.437500 Penalty: 2536.615234
	Iteration 31Q: 3 clusters Score -525025.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -525047.000000 Penalty: 2536.615234
	Iteration 32Q: 3 clusters Score -525047 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -525074.500000 Penalty: 2536.615234
	Iteration 33Q: 3 clusters Score -525074.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -525101.500000 Penalty: 2536.615234
	Iteration 34Q: 3 clusters Score -525101.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -525127.312500 Penalty: 2536.615234
	Iteration 35Q: 3 clusters Score -525127.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -525145.062500 Penalty: 2536.615234
	Iteration 36Q: 3 clusters Score -525145.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -525159.937500 Penalty: 2536.615234
	Iteration 37Q: 3 clusters Score -525159.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -525174.312500 Penalty: 2536.615234
	Iteration 38Q: 3 clusters Score -525174.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -525189.687500 Penalty: 2536.615234
	Iteration 39Q: 3 clusters Score -525189.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -525203.750000 Penalty: 2536.615234
	Iteration 40F: 3 clusters Score -525203.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -525217.312500 Penalty: 2536.615234
	Iteration 41Q: 3 clusters Score -525217.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -525229.500000 Penalty: 2536.615234
	Iteration 42Q: 3 clusters Score -525229.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -525240.125000 Penalty: 2536.615234
	Iteration 43Q: 3 clusters Score -525240.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -525251.562500 Penalty: 2536.615234
	Iteration 44Q: 3 clusters Score -525251.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -525258.625000 Penalty: 2536.615234
	Iteration 45Q: 3 clusters Score -525258.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -525261.750000 Penalty: 2536.615234
	Iteration 46Q: 3 clusters Score -525261.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -525267.000000 Penalty: 2536.615234
	Iteration 47Q: 3 clusters Score -525267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -525272.312500 Penalty: 2536.615234
	Iteration 48Q: 3 clusters Score -525272.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -525274.937500 Penalty: 2536.615234
	Iteration 49Q: 3 clusters Score -525274.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -525275.625000 Penalty: 2536.615234
	Iteration 50Q: 3 clusters Score -525275.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -525277.187500 Penalty: 2536.615234
	Iteration 51Q: 3 clusters Score -525277.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -525279.687500 Penalty: 2536.615234
	Iteration 52Q: 3 clusters Score -525279.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -525284.437500 Penalty: 2536.615234
	Iteration 53Q: 3 clusters Score -525284.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -525286.500000 Penalty: 2536.615234
	Iteration 54Q: 3 clusters Score -525286.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -525288.687500 Penalty: 2536.615234
	Iteration 55Q: 3 clusters Score -525288.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -525290.875000 Penalty: 2536.615234
	Iteration 56Q: 3 clusters Score -525290.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -525292.500000 Penalty: 2536.615234
	Iteration 57Q: 3 clusters Score -525292.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -525292.187500 Penalty: 2536.615234
	Iteration 58Q: 3 clusters Score -525292.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -525292.500000 Penalty: 2536.615234
	Iteration 59Q: 3 clusters Score -525292.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -525292.500000 Penalty: 2536.615234
	Iteration 60F: 3 clusters Score -525292.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (6473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Entering Unmasked Estep 
Score: -677642.812500 Penalty: 1305.778809
	Iteration 0F: 2 clusters Score -677642.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -673033.687500 Penalty: 2611.557617
	Iteration 0F: 3 clusters Score -673033.7 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -674459.187500 Penalty: 2611.557617
	Iteration 1F: 3 clusters Score -674459.2 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -674773.500000 Penalty: 2611.557617
	Iteration 2F: 3 clusters Score -674773.5 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -675023.875000 Penalty: 2611.557617
	Iteration 3F: 3 clusters Score -675023.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -675240.312500 Penalty: 2611.557617
	Iteration 4Q: 3 clusters Score -675240.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -675471.500000 Penalty: 2611.557617
	Iteration 5Q: 3 clusters Score -675471.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -675668.000000 Penalty: 2611.557617
	Iteration 6Q: 3 clusters Score -675668 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -675849.312500 Penalty: 2611.557617
	Iteration 7Q: 3 clusters Score -675849.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -676009.937500 Penalty: 2611.557617
	Iteration 8Q: 3 clusters Score -676009.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -676153.812500 Penalty: 2611.557617
	Iteration 9Q: 3 clusters Score -676153.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -676285.000000 Penalty: 2611.557617
	Iteration 10Q: 3 clusters Score -676285 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -676390.812500 Penalty: 2611.557617
	Iteration 11Q: 3 clusters Score -676390.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -676460.437500 Penalty: 2611.557617
	Iteration 12Q: 3 clusters Score -676460.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -676523.750000 Penalty: 2611.557617
	Iteration 13Q: 3 clusters Score -676523.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -676572.625000 Penalty: 2611.557617
	Iteration 14Q: 3 clusters Score -676572.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -676617.750000 Penalty: 2611.557617
	Iteration 15Q: 3 clusters Score -676617.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -676655.562500 Penalty: 2611.557617
	Iteration 16Q: 3 clusters Score -676655.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -676686.750000 Penalty: 2611.557617
	Iteration 17Q: 3 clusters Score -676686.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -676703.625000 Penalty: 2611.557617
	Iteration 18Q: 3 clusters Score -676703.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -676715.500000 Penalty: 2611.557617
	Iteration 19Q: 3 clusters Score -676715.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -676721.937500 Penalty: 2611.557617
	Iteration 20F: 3 clusters Score -676721.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -676728.937500 Penalty: 2611.557617
	Iteration 21Q: 3 clusters Score -676728.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -676736.125000 Penalty: 2611.557617
	Iteration 22Q: 3 clusters Score -676736.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -676740.562500 Penalty: 2611.557617
	Iteration 23Q: 3 clusters Score -676740.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -676747.250000 Penalty: 2611.557617
	Iteration 24Q: 3 clusters Score -676747.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -676747.437500 Penalty: 2611.557617
	Iteration 25Q: 3 clusters Score -676747.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -676748.500000 Penalty: 2611.557617
	Iteration 26Q: 3 clusters Score -676748.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -676750.562500 Penalty: 2611.557617
	Iteration 27Q: 3 clusters Score -676750.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -676750.687500 Penalty: 2611.557617
	Iteration 28Q: 3 clusters Score -676750.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -676752.250000 Penalty: 2611.557617
	Iteration 29Q: 3 clusters Score -676752.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -676755.562500 Penalty: 2611.557617
	Iteration 30Q: 3 clusters Score -676755.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -676756.875000 Penalty: 2611.557617
	Iteration 31Q: 3 clusters Score -676756.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -676757.687500 Penalty: 2611.557617
	Iteration 32Q: 3 clusters Score -676757.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -676758.562500 Penalty: 2611.557617
	Iteration 33Q: 3 clusters Score -676758.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -676758.437500 Penalty: 2611.557617
	Iteration 34Q: 3 clusters Score -676758.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -676758.812500 Penalty: 2611.557617
	Iteration 35Q: 3 clusters Score -676758.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -676758.937500 Penalty: 2611.557617
	Iteration 36Q: 3 clusters Score -676758.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -676760.312500 Penalty: 2611.557617
	Iteration 37Q: 3 clusters Score -676760.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -676761.687500 Penalty: 2611.557617
	Iteration 38Q: 3 clusters Score -676761.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -676763.062500 Penalty: 2611.557617
	Iteration 39Q: 3 clusters Score -676763.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -676762.500000 Penalty: 2611.557617
	Iteration 40F: 3 clusters Score -676762.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 108488 members 
Mstep: Class 3 contains 21648 members 
Mstep: Class 4 contains 37345 members 
Mstep: Class 5 contains 66317 members 
Mstep: Class 6 contains 115148 members 
Mstep: Class 7 contains 6026 members 
Mstep: Class 8 contains 18462 members 
Mstep: Class 9 contains 19769 members 
Mstep: Class 10 contains 20992 members 
Mstep: Class 11 contains 49780 members 
Mstep: Class 12 contains 3872 members 
Mstep: Class 13 contains 9721 members 
Mstep: Class 14 contains 2243 members 
Mstep: Class 15 contains 5253 members 
Mstep: Class 16 contains 40932 members 
Mstep: Class 17 contains 8303 members 
Mstep: Class 18 contains 22391 members 
Mstep: Class 19 contains 16382 members 
Mstep: Class 20 contains 38637 members 
Mstep: Class 21 contains 13825 members 
Mstep: Class 22 contains 20362 members 
Mstep: Class 23 contains 12965 members 
Mstep: Class 24 contains 9803 members 
Mstep: Class 25 contains 1820 members 
Mstep: Class 26 contains 3514 members 
Mstep: Class 27 contains 22823 members 
Mstep: Class 28 contains 2766 members 
Mstep: Class 29 contains 10665 members 
Mstep: Class 30 contains 38821 members 
Mstep: Class 31 contains 17835 members 
Mstep: Class 32 contains 6049 members 
Mstep: Class 33 contains 17406 members 
Mstep: Class 34 contains 8713 members 
Mstep: Class 35 contains 19895 members 
Mstep: Class 36 contains 451 members 
Mstep: Class 37 contains 6605 members 
Mstep: Class 38 contains 15495 members 
Mstep: Class 39 contains 5604 members 
Mstep: Class 40 contains 1958 members 
Mstep: Class 41 contains 5032 members 
Mstep: Class 42 contains 6473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88103440.000000 Penalty: 95881.820312
Iteration 119Q: 48 clusters Score -8.810344e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 108509 members 
Mstep: Class 3 contains 21515 members 
Mstep: Class 4 contains 37361 members 
Mstep: Class 5 contains 66348 members 
Mstep: Class 6 contains 115157 members 
Mstep: Class 7 contains 6005 members 
Mstep: Class 8 contains 18412 members 
Mstep: Class 9 contains 19883 members 
Mstep: Class 10 contains 20992 members 
Mstep: Class 11 contains 49772 members 
Mstep: Class 12 contains 3870 members 
Mstep: Class 13 contains 9834 members 
Mstep: Class 14 contains 2264 members 
Mstep: Class 15 contains 5263 members 
Mstep: Class 16 contains 40956 members 
Mstep: Class 17 contains 8348 members 
Mstep: Class 18 contains 22443 members 
Mstep: Class 19 contains 16368 members 
Mstep: Class 20 contains 38624 members 
Mstep: Class 21 contains 13656 members 
Mstep: Class 22 contains 20351 members 
Mstep: Class 23 contains 12973 members 
Mstep: Class 24 contains 10069 members 
Mstep: Class 25 contains 1851 members 
Mstep: Class 26 contains 3527 members 
Mstep: Class 27 contains 22841 members 
Mstep: Class 28 contains 2774 members 
Mstep: Class 29 contains 10644 members 
Mstep: Class 30 contains 38940 members 
Mstep: Class 31 contains 17851 members 
Mstep: Class 32 contains 6308 members 
Mstep: Class 33 contains 17485 members 
Mstep: Class 34 contains 8714 members 
Mstep: Class 35 contains 19898 members 
Mstep: Class 36 contains 516 members 
Mstep: Class 37 contains 6624 members 
Mstep: Class 38 contains 15531 members 
Mstep: Class 39 contains 5533 members 
Mstep: Class 40 contains 2034 members 
Mstep: Class 41 contains 5041 members 
Mstep: Class 42 contains 6477 members 
Mstep: Class 43 contains 20306 members 
Mstep: Class 44 contains 2638 members 
Mstep: Class 45 contains 2967 members 
Mstep: Class 46 contains 137 members 
Mstep: Class 47 contains 714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88106032.000000 Penalty: 95881.820312
Iteration 120F: 48 clusters Score -8.810603e+07 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 108382 members 
Mstep: Class 3 contains 21277 members 
Mstep: Class 4 contains 37347 members 
Mstep: Class 5 contains 66343 members 
Mstep: Class 6 contains 115153 members 
Mstep: Class 7 contains 5984 members 
Mstep: Class 8 contains 18294 members 
Mstep: Class 9 contains 19896 members 
Mstep: Class 10 contains 21066 members 
Mstep: Class 11 contains 49769 members 
Mstep: Class 12 contains 3868 members 
Mstep: Class 13 contains 9858 members 
Mstep: Class 14 contains 2117 members 
Mstep: Class 15 contains 5249 members 
Mstep: Class 16 contains 40920 members 
Mstep: Class 17 contains 8369 members 
Mstep: Class 18 contains 22232 members 
Mstep: Class 19 contains 16354 members 
Mstep: Class 20 contains 38599 members 
Mstep: Class 21 contains 13401 members 
Mstep: Class 22 contains 20326 members 
Mstep: Class 23 contains 12986 members 
Mstep: Class 24 contains 10198 members 
Mstep: Class 25 contains 1888 members 
Mstep: Class 26 contains 3513 members 
Mstep: Class 27 contains 22839 members 
Mstep: Class 28 contains 2778 members 
Mstep: Class 29 contains 10620 members 
Mstep: Class 30 contains 38746 members 
Mstep: Class 31 contains 17855 members 
Mstep: Class 32 contains 6459 members 
Mstep: Class 33 contains 17570 members 
Mstep: Class 34 contains 8717 members 
Mstep: Class 35 contains 19881 members 
Mstep: Class 36 contains 560 members 
Mstep: Class 37 contains 6566 members 
Mstep: Class 38 contains 15536 members 
Mstep: Class 39 contains 5484 members 
Mstep: Class 40 contains 2086 members 
Mstep: Class 41 contains 5035 members 
Mstep: Class 42 contains 6478 members 
Mstep: Class 43 contains 20774 members 
Mstep: Class 44 contains 2875 members 
Mstep: Class 45 contains 3217 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88107048.000000 Penalty: 95881.820312
Iteration 121Q: 48 clusters Score -8.810705e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 108314 members 
Mstep: Class 3 contains 21060 members 
Mstep: Class 4 contains 37352 members 
Mstep: Class 5 contains 66354 members 
Mstep: Class 6 contains 115126 members 
Mstep: Class 7 contains 5970 members 
Mstep: Class 8 contains 18186 members 
Mstep: Class 9 contains 19915 members 
Mstep: Class 10 contains 21131 members 
Mstep: Class 11 contains 49765 members 
Mstep: Class 12 contains 3876 members 
Mstep: Class 13 contains 9854 members 
Mstep: Class 14 contains 2051 members 
Mstep: Class 15 contains 5228 members 
Mstep: Class 16 contains 40900 members 
Mstep: Class 17 contains 8380 members 
Mstep: Class 18 contains 22094 members 
Mstep: Class 19 contains 16344 members 
Mstep: Class 20 contains 38571 members 
Mstep: Class 21 contains 13232 members 
Mstep: Class 22 contains 20300 members 
Mstep: Class 23 contains 12992 members 
Mstep: Class 24 contains 10262 members 
Mstep: Class 25 contains 1929 members 
Mstep: Class 26 contains 3503 members 
Mstep: Class 27 contains 22850 members 
Mstep: Class 28 contains 2781 members 
Mstep: Class 29 contains 10607 members 
Mstep: Class 30 contains 38633 members 
Mstep: Class 31 contains 17855 members 
Mstep: Class 32 contains 6607 members 
Mstep: Class 33 contains 17652 members 
Mstep: Class 34 contains 8715 members 
Mstep: Class 35 contains 19875 members 
Mstep: Class 36 contains 599 members 
Mstep: Class 37 contains 6542 members 
Mstep: Class 38 contains 15537 members 
Mstep: Class 39 contains 5424 members 
Mstep: Class 40 contains 2117 members 
Mstep: Class 41 contains 5030 members 
Mstep: Class 42 contains 6481 members 
Mstep: Class 43 contains 21114 members 
Mstep: Class 44 contains 3023 members 
Mstep: Class 45 contains 3330 members 
Mstep: Class 46 contains 127 members 
Mstep: Class 47 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88107600.000000 Penalty: 95881.820312
Iteration 122Q: 48 clusters Score -8.81076e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 108252 members 
Mstep: Class 3 contains 20875 members 
Mstep: Class 4 contains 37349 members 
Mstep: Class 5 contains 66375 members 
Mstep: Class 6 contains 115109 members 
Mstep: Class 7 contains 5956 members 
Mstep: Class 8 contains 18050 members 
Mstep: Class 9 contains 19934 members 
Mstep: Class 10 contains 21213 members 
Mstep: Class 11 contains 49768 members 
Mstep: Class 12 contains 3884 members 
Mstep: Class 13 contains 9854 members 
Mstep: Class 14 contains 2006 members 
Mstep: Class 15 contains 5226 members 
Mstep: Class 16 contains 40890 members 
Mstep: Class 17 contains 8394 members 
Mstep: Class 18 contains 21967 members 
Mstep: Class 19 contains 16342 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 13128 members 
Mstep: Class 22 contains 20277 members 
Mstep: Class 23 contains 12998 members 
Mstep: Class 24 contains 10301 members 
Mstep: Class 25 contains 1962 members 
Mstep: Class 26 contains 3495 members 
Mstep: Class 27 contains 22860 members 
Mstep: Class 28 contains 2782 members 
Mstep: Class 29 contains 10602 members 
Mstep: Class 30 contains 38532 members 
Mstep: Class 31 contains 17852 members 
Mstep: Class 32 contains 6729 members 
Mstep: Class 33 contains 17763 members 
Mstep: Class 34 contains 8718 members 
Mstep: Class 35 contains 19869 members 
Mstep: Class 36 contains 621 members 
Mstep: Class 37 contains 6518 members 
Mstep: Class 38 contains 15541 members 
Mstep: Class 39 contains 5395 members 
Mstep: Class 40 contains 2120 members 
Mstep: Class 41 contains 5034 members 
Mstep: Class 42 contains 6481 members 
Mstep: Class 43 contains 21345 members 
Mstep: Class 44 contains 3145 members 
Mstep: Class 45 contains 3408 members 
Mstep: Class 46 contains 119 members 
Mstep: Class 47 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88107976.000000 Penalty: 95881.820312
Iteration 123Q: 48 clusters Score -8.810798e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 108216 members 
Mstep: Class 3 contains 20731 members 
Mstep: Class 4 contains 37347 members 
Mstep: Class 5 contains 66391 members 
Mstep: Class 6 contains 115109 members 
Mstep: Class 7 contains 5943 members 
Mstep: Class 8 contains 17902 members 
Mstep: Class 9 contains 19949 members 
Mstep: Class 10 contains 21300 members 
Mstep: Class 11 contains 49767 members 
Mstep: Class 12 contains 3902 members 
Mstep: Class 13 contains 9857 members 
Mstep: Class 14 contains 1981 members 
Mstep: Class 15 contains 5223 members 
Mstep: Class 16 contains 40884 members 
Mstep: Class 17 contains 8403 members 
Mstep: Class 18 contains 21878 members 
Mstep: Class 19 contains 16336 members 
Mstep: Class 20 contains 38515 members 
Mstep: Class 21 contains 13029 members 
Mstep: Class 22 contains 20247 members 
Mstep: Class 23 contains 13002 members 
Mstep: Class 24 contains 10333 members 
Mstep: Class 25 contains 1970 members 
Mstep: Class 26 contains 3486 members 
Mstep: Class 27 contains 22871 members 
Mstep: Class 28 contains 2783 members 
Mstep: Class 29 contains 10601 members 
Mstep: Class 30 contains 38457 members 
Mstep: Class 31 contains 17855 members 
Mstep: Class 32 contains 6818 members 
Mstep: Class 33 contains 17870 members 
Mstep: Class 34 contains 8718 members 
Mstep: Class 35 contains 19862 members 
Mstep: Class 36 contains 632 members 
Mstep: Class 37 contains 6511 members 
Mstep: Class 38 contains 15546 members 
Mstep: Class 39 contains 5370 members 
Mstep: Class 40 contains 2112 members 
Mstep: Class 41 contains 5035 members 
Mstep: Class 42 contains 6482 members 
Mstep: Class 43 contains 21528 members 
Mstep: Class 44 contains 3253 members 
Mstep: Class 45 contains 3458 members 
Mstep: Class 46 contains 114 members 
Mstep: Class 47 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88108440.000000 Penalty: 95881.820312
Iteration 124Q: 48 clusters Score -8.810844e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 108198 members 
Mstep: Class 3 contains 20588 members 
Mstep: Class 4 contains 37352 members 
Mstep: Class 5 contains 66392 members 
Mstep: Class 6 contains 115118 members 
Mstep: Class 7 contains 5932 members 
Mstep: Class 8 contains 17766 members 
Mstep: Class 9 contains 19970 members 
Mstep: Class 10 contains 21385 members 
Mstep: Class 11 contains 49766 members 
Mstep: Class 12 contains 3901 members 
Mstep: Class 13 contains 9857 members 
Mstep: Class 14 contains 1961 members 
Mstep: Class 15 contains 5216 members 
Mstep: Class 16 contains 40883 members 
Mstep: Class 17 contains 8416 members 
Mstep: Class 18 contains 21812 members 
Mstep: Class 19 contains 16339 members 
Mstep: Class 20 contains 38491 members 
Mstep: Class 21 contains 12951 members 
Mstep: Class 22 contains 20214 members 
Mstep: Class 23 contains 13007 members 
Mstep: Class 24 contains 10350 members 
Mstep: Class 25 contains 1969 members 
Mstep: Class 26 contains 3480 members 
Mstep: Class 27 contains 22887 members 
Mstep: Class 28 contains 2784 members 
Mstep: Class 29 contains 10599 members 
Mstep: Class 30 contains 38398 members 
Mstep: Class 31 contains 17855 members 
Mstep: Class 32 contains 6908 members 
Mstep: Class 33 contains 17965 members 
Mstep: Class 34 contains 8715 members 
Mstep: Class 35 contains 19847 members 
Mstep: Class 36 contains 654 members 
Mstep: Class 37 contains 6496 members 
Mstep: Class 38 contains 15548 members 
Mstep: Class 39 contains 5354 members 
Mstep: Class 40 contains 2116 members 
Mstep: Class 41 contains 5037 members 
Mstep: Class 42 contains 6482 members 
Mstep: Class 43 contains 21650 members 
Mstep: Class 44 contains 3341 members 
Mstep: Class 45 contains 3508 members 
Mstep: Class 46 contains 112 members 
Mstep: Class 47 contains 749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88108504.000000 Penalty: 95881.820312
Iteration 125Q: 48 clusters Score -8.81085e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 108174 members 
Mstep: Class 3 contains 20481 members 
Mstep: Class 4 contains 37368 members 
Mstep: Class 5 contains 66402 members 
Mstep: Class 6 contains 115106 members 
Mstep: Class 7 contains 5918 members 
Mstep: Class 8 contains 17636 members 
Mstep: Class 9 contains 19981 members 
Mstep: Class 10 contains 21443 members 
Mstep: Class 11 contains 49764 members 
Mstep: Class 12 contains 3911 members 
Mstep: Class 13 contains 9855 members 
Mstep: Class 14 contains 1941 members 
Mstep: Class 15 contains 5218 members 
Mstep: Class 16 contains 40887 members 
Mstep: Class 17 contains 8425 members 
Mstep: Class 18 contains 21766 members 
Mstep: Class 19 contains 16338 members 
Mstep: Class 20 contains 38468 members 
Mstep: Class 21 contains 12906 members 
Mstep: Class 22 contains 20183 members 
Mstep: Class 23 contains 13014 members 
Mstep: Class 24 contains 10357 members 
Mstep: Class 25 contains 1973 members 
Mstep: Class 26 contains 3474 members 
Mstep: Class 27 contains 22903 members 
Mstep: Class 28 contains 2784 members 
Mstep: Class 29 contains 10590 members 
Mstep: Class 30 contains 38364 members 
Mstep: Class 31 contains 17853 members 
Mstep: Class 32 contains 6962 members 
Mstep: Class 33 contains 18039 members 
Mstep: Class 34 contains 8715 members 
Mstep: Class 35 contains 19856 members 
Mstep: Class 36 contains 673 members 
Mstep: Class 37 contains 6483 members 
Mstep: Class 38 contains 15549 members 
Mstep: Class 39 contains 5339 members 
Mstep: Class 40 contains 2105 members 
Mstep: Class 41 contains 5039 members 
Mstep: Class 42 contains 6483 members 
Mstep: Class 43 contains 21762 members 
Mstep: Class 44 contains 3401 members 
Mstep: Class 45 contains 3557 members 
Mstep: Class 46 contains 111 members 
Mstep: Class 47 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88108624.000000 Penalty: 95881.820312
Iteration 126Q: 48 clusters Score -8.810862e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 108162 members 
Mstep: Class 3 contains 20390 members 
Mstep: Class 4 contains 37379 members 
Mstep: Class 5 contains 66408 members 
Mstep: Class 6 contains 115121 members 
Mstep: Class 7 contains 5902 members 
Mstep: Class 8 contains 17513 members 
Mstep: Class 9 contains 19982 members 
Mstep: Class 10 contains 21514 members 
Mstep: Class 11 contains 49757 members 
Mstep: Class 12 contains 3922 members 
Mstep: Class 13 contains 9856 members 
Mstep: Class 14 contains 1922 members 
Mstep: Class 15 contains 5217 members 
Mstep: Class 16 contains 40883 members 
Mstep: Class 17 contains 8430 members 
Mstep: Class 18 contains 21739 members 
Mstep: Class 19 contains 16339 members 
Mstep: Class 20 contains 38439 members 
Mstep: Class 21 contains 12864 members 
Mstep: Class 22 contains 20158 members 
Mstep: Class 23 contains 13017 members 
Mstep: Class 24 contains 10363 members 
Mstep: Class 25 contains 1979 members 
Mstep: Class 26 contains 3470 members 
Mstep: Class 27 contains 22904 members 
Mstep: Class 28 contains 2784 members 
Mstep: Class 29 contains 10585 members 
Mstep: Class 30 contains 38332 members 
Mstep: Class 31 contains 17855 members 
Mstep: Class 32 contains 7021 members 
Mstep: Class 33 contains 18127 members 
Mstep: Class 34 contains 8717 members 
Mstep: Class 35 contains 19862 members 
Mstep: Class 36 contains 686 members 
Mstep: Class 37 contains 6464 members 
Mstep: Class 38 contains 15552 members 
Mstep: Class 39 contains 5306 members 
Mstep: Class 40 contains 2088 members 
Mstep: Class 41 contains 5041 members 
Mstep: Class 42 contains 6486 members 
Mstep: Class 43 contains 21848 members 
Mstep: Class 44 contains 3453 members 
Mstep: Class 45 contains 3597 members 
Mstep: Class 46 contains 109 members 
Mstep: Class 47 contains 773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88109144.000000 Penalty: 95881.820312
Iteration 127Q: 48 clusters Score -8.810914e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 108164 members 
Mstep: Class 3 contains 20301 members 
Mstep: Class 4 contains 37394 members 
Mstep: Class 5 contains 66416 members 
Mstep: Class 6 contains 115104 members 
Mstep: Class 7 contains 5884 members 
Mstep: Class 8 contains 17376 members 
Mstep: Class 9 contains 19986 members 
Mstep: Class 10 contains 21597 members 
Mstep: Class 11 contains 49755 members 
Mstep: Class 12 contains 3939 members 
Mstep: Class 13 contains 9854 members 
Mstep: Class 14 contains 1907 members 
Mstep: Class 15 contains 5218 members 
Mstep: Class 16 contains 40896 members 
Mstep: Class 17 contains 8431 members 
Mstep: Class 18 contains 21729 members 
Mstep: Class 19 contains 16336 members 
Mstep: Class 20 contains 38414 members 
Mstep: Class 21 contains 12838 members 
Mstep: Class 22 contains 20138 members 
Mstep: Class 23 contains 13021 members 
Mstep: Class 24 contains 10372 members 
Mstep: Class 25 contains 1992 members 
Mstep: Class 26 contains 3461 members 
Mstep: Class 27 contains 22915 members 
Mstep: Class 28 contains 2784 members 
Mstep: Class 29 contains 10577 members 
Mstep: Class 30 contains 38308 members 
Mstep: Class 31 contains 17855 members 
Mstep: Class 32 contains 7075 members 
Mstep: Class 33 contains 18213 members 
Mstep: Class 34 contains 8720 members 
Mstep: Class 35 contains 19842 members 
Mstep: Class 36 contains 694 members 
Mstep: Class 37 contains 6449 members 
Mstep: Class 38 contains 15552 members 
Mstep: Class 39 contains 5271 members 
Mstep: Class 40 contains 2067 members 
Mstep: Class 41 contains 5044 members 
Mstep: Class 42 contains 6487 members 
Mstep: Class 43 contains 21907 members 
Mstep: Class 44 contains 3493 members 
Mstep: Class 45 contains 3642 members 
Mstep: Class 46 contains 108 members 
Mstep: Class 47 contains 790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88109368.000000 Penalty: 95881.820312
Iteration 128Q: 48 clusters Score -8.810937e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 108154 members 
Mstep: Class 3 contains 20221 members 
Mstep: Class 4 contains 37396 members 
Mstep: Class 5 contains 66413 members 
Mstep: Class 6 contains 115099 members 
Mstep: Class 7 contains 5876 members 
Mstep: Class 8 contains 17246 members 
Mstep: Class 9 contains 20001 members 
Mstep: Class 10 contains 21662 members 
Mstep: Class 11 contains 49756 members 
Mstep: Class 12 contains 3955 members 
Mstep: Class 13 contains 9854 members 
Mstep: Class 14 contains 1885 members 
Mstep: Class 15 contains 5216 members 
Mstep: Class 16 contains 40899 members 
Mstep: Class 17 contains 8436 members 
Mstep: Class 18 contains 21716 members 
Mstep: Class 19 contains 16334 members 
Mstep: Class 20 contains 38387 members 
Mstep: Class 21 contains 12822 members 
Mstep: Class 22 contains 20121 members 
Mstep: Class 23 contains 13023 members 
Mstep: Class 24 contains 10378 members 
Mstep: Class 25 contains 2005 members 
Mstep: Class 26 contains 3454 members 
Mstep: Class 27 contains 22935 members 
Mstep: Class 28 contains 2784 members 
Mstep: Class 29 contains 10560 members 
Mstep: Class 30 contains 38312 members 
Mstep: Class 31 contains 17853 members 
Mstep: Class 32 contains 7123 members 
Mstep: Class 33 contains 18304 members 
Mstep: Class 34 contains 8726 members 
Mstep: Class 35 contains 19832 members 
Mstep: Class 36 contains 694 members 
Mstep: Class 37 contains 6427 members 
Mstep: Class 38 contains 15552 members 
Mstep: Class 39 contains 5249 members 
Mstep: Class 40 contains 2049 members 
Mstep: Class 41 contains 5045 members 
Mstep: Class 42 contains 6488 members 
Mstep: Class 43 contains 21954 members 
Mstep: Class 44 contains 3515 members 
Mstep: Class 45 contains 3687 members 
Mstep: Class 46 contains 108 members 
Mstep: Class 47 contains 809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88109648.000000 Penalty: 95881.820312
Iteration 129Q: 48 clusters Score -8.810965e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 108155 members 
Mstep: Class 3 contains 20160 members 
Mstep: Class 4 contains 37394 members 
Mstep: Class 5 contains 66407 members 
Mstep: Class 6 contains 115101 members 
Mstep: Class 7 contains 5864 members 
Mstep: Class 8 contains 17129 members 
Mstep: Class 9 contains 20017 members 
Mstep: Class 10 contains 21723 members 
Mstep: Class 11 contains 49752 members 
Mstep: Class 12 contains 3971 members 
Mstep: Class 13 contains 9854 members 
Mstep: Class 14 contains 1873 members 
Mstep: Class 15 contains 5213 members 
Mstep: Class 16 contains 40906 members 
Mstep: Class 17 contains 8428 members 
Mstep: Class 18 contains 21694 members 
Mstep: Class 19 contains 16334 members 
Mstep: Class 20 contains 38366 members 
Mstep: Class 21 contains 12807 members 
Mstep: Class 22 contains 20105 members 
Mstep: Class 23 contains 13020 members 
Mstep: Class 24 contains 10379 members 
Mstep: Class 25 contains 2015 members 
Mstep: Class 26 contains 3454 members 
Mstep: Class 27 contains 22954 members 
Mstep: Class 28 contains 2784 members 
Mstep: Class 29 contains 10540 members 
Mstep: Class 30 contains 38308 members 
Mstep: Class 31 contains 17853 members 
Mstep: Class 32 contains 7172 members 
Mstep: Class 33 contains 18401 members 
Mstep: Class 34 contains 8725 members 
Mstep: Class 35 contains 19830 members 
Mstep: Class 36 contains 694 members 
Mstep: Class 37 contains 6410 members 
Mstep: Class 38 contains 15552 members 
Mstep: Class 39 contains 5239 members 
Mstep: Class 40 contains 2033 members 
Mstep: Class 41 contains 5046 members 
Mstep: Class 42 contains 6488 members 
Mstep: Class 43 contains 21987 members 
Mstep: Class 44 contains 3532 members 
Mstep: Class 45 contains 3713 members 
Mstep: Class 46 contains 107 members 
Mstep: Class 47 contains 825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88109896.000000 Penalty: 95881.820312
Iteration 130Q: 48 clusters Score -8.81099e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 108146 members 
Mstep: Class 3 contains 20108 members 
Mstep: Class 4 contains 37387 members 
Mstep: Class 5 contains 66406 members 
Mstep: Class 6 contains 115112 members 
Mstep: Class 7 contains 5854 members 
Mstep: Class 8 contains 17020 members 
Mstep: Class 9 contains 20013 members 
Mstep: Class 10 contains 21772 members 
Mstep: Class 11 contains 49753 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 9854 members 
Mstep: Class 14 contains 1869 members 
Mstep: Class 15 contains 5218 members 
Mstep: Class 16 contains 40904 members 
Mstep: Class 17 contains 8426 members 
Mstep: Class 18 contains 21676 members 
Mstep: Class 19 contains 16336 members 
Mstep: Class 20 contains 38350 members 
Mstep: Class 21 contains 12791 members 
Mstep: Class 22 contains 20083 members 
Mstep: Class 23 contains 13022 members 
Mstep: Class 24 contains 10379 members 
Mstep: Class 25 contains 2020 members 
Mstep: Class 26 contains 3447 members 
Mstep: Class 27 contains 22973 members 
Mstep: Class 28 contains 2785 members 
Mstep: Class 29 contains 10514 members 
Mstep: Class 30 contains 38311 members 
Mstep: Class 31 contains 17854 members 
Mstep: Class 32 contains 7221 members 
Mstep: Class 33 contains 18488 members 
Mstep: Class 34 contains 8729 members 
Mstep: Class 35 contains 19830 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 6401 members 
Mstep: Class 38 contains 15552 members 
Mstep: Class 39 contains 5229 members 
Mstep: Class 40 contains 2025 members 
Mstep: Class 41 contains 5047 members 
Mstep: Class 42 contains 6488 members 
Mstep: Class 43 contains 22014 members 
Mstep: Class 44 contains 3548 members 
Mstep: Class 45 contains 3729 members 
Mstep: Class 46 contains 107 members 
Mstep: Class 47 contains 844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88109760.000000 Penalty: 95881.820312
Iteration 131Q: 48 clusters Score -8.810976e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 108152 members 
Mstep: Class 3 contains 20054 members 
Mstep: Class 4 contains 37387 members 
Mstep: Class 5 contains 66413 members 
Mstep: Class 6 contains 115111 members 
Mstep: Class 7 contains 5843 members 
Mstep: Class 8 contains 16932 members 
Mstep: Class 9 contains 20019 members 
Mstep: Class 10 contains 21826 members 
Mstep: Class 11 contains 49753 members 
Mstep: Class 12 contains 3985 members 
Mstep: Class 13 contains 9854 members 
Mstep: Class 14 contains 1869 members 
Mstep: Class 15 contains 5223 members 
Mstep: Class 16 contains 40892 members 
Mstep: Class 17 contains 8422 members 
Mstep: Class 18 contains 21650 members 
Mstep: Class 19 contains 16337 members 
Mstep: Class 20 contains 38337 members 
Mstep: Class 21 contains 12784 members 
Mstep: Class 22 contains 20064 members 
Mstep: Class 23 contains 13028 members 
Mstep: Class 24 contains 10379 members 
Mstep: Class 25 contains 2029 members 
Mstep: Class 26 contains 3445 members 
Mstep: Class 27 contains 22993 members 
Mstep: Class 28 contains 2786 members 
Mstep: Class 29 contains 10499 members 
Mstep: Class 30 contains 38312 members 
Mstep: Class 31 contains 17855 members 
Mstep: Class 32 contains 7256 members 
Mstep: Class 33 contains 18551 members 
Mstep: Class 34 contains 8734 members 
Mstep: Class 35 contains 19823 members 
Mstep: Class 36 contains 700 members 
Mstep: Class 37 contains 6391 members 
Mstep: Class 38 contains 15551 members 
Mstep: Class 39 contains 5214 members 
Mstep: Class 40 contains 2014 members 
Mstep: Class 41 contains 5049 members 
Mstep: Class 42 contains 6488 members 
Mstep: Class 43 contains 22032 members 
Mstep: Class 44 contains 3562 members 
Mstep: Class 45 contains 3752 members 
Mstep: Class 46 contains 107 members 
Mstep: Class 47 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88109656.000000 Penalty: 95881.820312
Iteration 132Q: 48 clusters Score -8.810966e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 108149 members 
Mstep: Class 3 contains 20016 members 
Mstep: Class 4 contains 37389 members 
Mstep: Class 5 contains 66412 members 
Mstep: Class 6 contains 115144 members 
Mstep: Class 7 contains 5834 members 
Mstep: Class 8 contains 16841 members 
Mstep: Class 9 contains 20028 members 
Mstep: Class 10 contains 21870 members 
Mstep: Class 11 contains 49754 members 
Mstep: Class 12 contains 3985 members 
Mstep: Class 13 contains 9854 members 
Mstep: Class 14 contains 1857 members 
Mstep: Class 15 contains 5229 members 
Mstep: Class 16 contains 40891 members 
Mstep: Class 17 contains 8418 members 
Mstep: Class 18 contains 21628 members 
Mstep: Class 19 contains 16337 members 
Mstep: Class 20 contains 38334 members 
Mstep: Class 21 contains 12775 members 
Mstep: Class 22 contains 20050 members 
Mstep: Class 23 contains 13027 members 
Mstep: Class 24 contains 10380 members 
Mstep: Class 25 contains 2034 members 
Mstep: Class 26 contains 3443 members 
Mstep: Class 27 contains 23004 members 
Mstep: Class 28 contains 2786 members 
Mstep: Class 29 contains 10488 members 
Mstep: Class 30 contains 38310 members 
Mstep: Class 31 contains 17855 members 
Mstep: Class 32 contains 7268 members 
Mstep: Class 33 contains 18611 members 
Mstep: Class 34 contains 8741 members 
Mstep: Class 35 contains 19816 members 
Mstep: Class 36 contains 699 members 
Mstep: Class 37 contains 6384 members 
Mstep: Class 38 contains 15551 members 
Mstep: Class 39 contains 5205 members 
Mstep: Class 40 contains 2005 members 
Mstep: Class 41 contains 5050 members 
Mstep: Class 42 contains 6488 members 
Mstep: Class 43 contains 22050 members 
Mstep: Class 44 contains 3566 members 
Mstep: Class 45 contains 3787 members 
Mstep: Class 46 contains 107 members 
Mstep: Class 47 contains 862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88109912.000000 Penalty: 95881.820312
Iteration 133Q: 48 clusters Score -8.810991e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 108146 members 
Mstep: Class 3 contains 19981 members 
Mstep: Class 4 contains 37380 members 
Mstep: Class 5 contains 66417 members 
Mstep: Class 6 contains 115157 members 
Mstep: Class 7 contains 5827 members 
Mstep: Class 8 contains 16757 members 
Mstep: Class 9 contains 20029 members 
Mstep: Class 10 contains 21926 members 
Mstep: Class 11 contains 49754 members 
Mstep: Class 12 contains 3995 members 
Mstep: Class 13 contains 9854 members 
Mstep: Class 14 contains 1847 members 
Mstep: Class 15 contains 5232 members 
Mstep: Class 16 contains 40877 members 
Mstep: Class 17 contains 8418 members 
Mstep: Class 18 contains 21613 members 
Mstep: Class 19 contains 16337 members 
Mstep: Class 20 contains 38326 members 
Mstep: Class 21 contains 12771 members 
Mstep: Class 22 contains 20033 members 
Mstep: Class 23 contains 13031 members 
Mstep: Class 24 contains 10381 members 
Mstep: Class 25 contains 2037 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 23025 members 
Mstep: Class 28 contains 2786 members 
Mstep: Class 29 contains 10482 members 
Mstep: Class 30 contains 38318 members 
Mstep: Class 31 contains 17855 members 
Mstep: Class 32 contains 7287 members 
Mstep: Class 33 contains 18678 members 
Mstep: Class 34 contains 8745 members 
Mstep: Class 35 contains 19800 members 
Mstep: Class 36 contains 698 members 
Mstep: Class 37 contains 6382 members 
Mstep: Class 38 contains 15551 members 
Mstep: Class 39 contains 5193 members 
Mstep: Class 40 contains 2000 members 
Mstep: Class 41 contains 5050 members 
Mstep: Class 42 contains 6488 members 
Mstep: Class 43 contains 22060 members 
Mstep: Class 44 contains 3568 members 
Mstep: Class 45 contains 3808 members 
Mstep: Class 46 contains 107 members 
Mstep: Class 47 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88109816.000000 Penalty: 95881.820312
Iteration 134Q: 48 clusters Score -8.810982e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 108142 members 
Mstep: Class 3 contains 19957 members 
Mstep: Class 4 contains 37368 members 
Mstep: Class 5 contains 66423 members 
Mstep: Class 6 contains 115164 members 
Mstep: Class 7 contains 5820 members 
Mstep: Class 8 contains 16657 members 
Mstep: Class 9 contains 20031 members 
Mstep: Class 10 contains 21986 members 
Mstep: Class 11 contains 49753 members 
Mstep: Class 12 contains 4007 members 
Mstep: Class 13 contains 9854 members 
Mstep: Class 14 contains 1839 members 
Mstep: Class 15 contains 5232 members 
Mstep: Class 16 contains 40879 members 
Mstep: Class 17 contains 8416 members 
Mstep: Class 18 contains 21597 members 
Mstep: Class 19 contains 16337 members 
Mstep: Class 20 contains 38315 members 
Mstep: Class 21 contains 12767 members 
Mstep: Class 22 contains 20014 members 
Mstep: Class 23 contains 13035 members 
Mstep: Class 24 contains 10382 members 
Mstep: Class 25 contains 2048 members 
Mstep: Class 26 contains 3438 members 
Mstep: Class 27 contains 23044 members 
Mstep: Class 28 contains 2786 members 
Mstep: Class 29 contains 10482 members 
Mstep: Class 30 contains 38327 members 
Mstep: Class 31 contains 17856 members 
Mstep: Class 32 contains 7303 members 
Mstep: Class 33 contains 18733 members 
Mstep: Class 34 contains 8750 members 
Mstep: Class 35 contains 19791 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 6375 members 
Mstep: Class 38 contains 15551 members 
Mstep: Class 39 contains 5185 members 
Mstep: Class 40 contains 1996 members 
Mstep: Class 41 contains 5050 members 
Mstep: Class 42 contains 6488 members 
Mstep: Class 43 contains 22068 members 
Mstep: Class 44 contains 3569 members 
Mstep: Class 45 contains 3825 members 
Mstep: Class 46 contains 106 members 
Mstep: Class 47 contains 870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88109872.000000 Penalty: 95881.820312
Iteration 135Q: 48 clusters Score -8.810987e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 108152 members 
Mstep: Class 3 contains 19941 members 
Mstep: Class 4 contains 37357 members 
Mstep: Class 5 contains 66424 members 
Mstep: Class 6 contains 115171 members 
Mstep: Class 7 contains 5817 members 
Mstep: Class 8 contains 16566 members 
Mstep: Class 9 contains 20031 members 
Mstep: Class 10 contains 22050 members 
Mstep: Class 11 contains 49756 members 
Mstep: Class 12 contains 4015 members 
Mstep: Class 13 contains 9853 members 
Mstep: Class 14 contains 1828 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 40889 members 
Mstep: Class 17 contains 8416 members 
Mstep: Class 18 contains 21575 members 
Mstep: Class 19 contains 16337 members 
Mstep: Class 20 contains 38307 members 
Mstep: Class 21 contains 12767 members 
Mstep: Class 22 contains 19989 members 
Mstep: Class 23 contains 13035 members 
Mstep: Class 24 contains 10383 members 
Mstep: Class 25 contains 2054 members 
Mstep: Class 26 contains 3436 members 
Mstep: Class 27 contains 23052 members 
Mstep: Class 28 contains 2786 members 
Mstep: Class 29 contains 10470 members 
Mstep: Class 30 contains 38347 members 
Mstep: Class 31 contains 17855 members 
Mstep: Class 32 contains 7312 members 
Mstep: Class 33 contains 18783 members 
Mstep: Class 34 contains 8754 members 
Mstep: Class 35 contains 19786 members 
Mstep: Class 36 contains 695 members 
Mstep: Class 37 contains 6371 members 
Mstep: Class 38 contains 15551 members 
Mstep: Class 39 contains 5172 members 
Mstep: Class 40 contains 1997 members 
Mstep: Class 41 contains 5050 members 
Mstep: Class 42 contains 6488 members 
Mstep: Class 43 contains 22073 members 
Mstep: Class 44 contains 3570 members 
Mstep: Class 45 contains 3837 members 
Mstep: Class 46 contains 105 members 
Mstep: Class 47 contains 872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88109984.000000 Penalty: 95881.820312
Iteration 136Q: 48 clusters Score -8.810998e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 108154 members 
Mstep: Class 3 contains 19925 members 
Mstep: Class 4 contains 37347 members 
Mstep: Class 5 contains 66427 members 
Mstep: Class 6 contains 115171 members 
Mstep: Class 7 contains 5809 members 
Mstep: Class 8 contains 16485 members 
Mstep: Class 9 contains 20027 members 
Mstep: Class 10 contains 22110 members 
Mstep: Class 11 contains 49756 members 
Mstep: Class 12 contains 4026 members 
Mstep: Class 13 contains 9854 members 
Mstep: Class 14 contains 1821 members 
Mstep: Class 15 contains 5240 members 
Mstep: Class 16 contains 40890 members 
Mstep: Class 17 contains 8414 members 
Mstep: Class 18 contains 21556 members 
Mstep: Class 19 contains 16337 members 
Mstep: Class 20 contains 38299 members 
Mstep: Class 21 contains 12765 members 
Mstep: Class 22 contains 19975 members 
Mstep: Class 23 contains 13034 members 
Mstep: Class 24 contains 10383 members 
Mstep: Class 25 contains 2057 members 
Mstep: Class 26 contains 3432 members 
Mstep: Class 27 contains 23060 members 
Mstep: Class 28 contains 2786 members 
Mstep: Class 29 contains 10462 members 
Mstep: Class 30 contains 38358 members 
Mstep: Class 31 contains 17855 members 
Mstep: Class 32 contains 7328 members 
Mstep: Class 33 contains 18830 members 
Mstep: Class 34 contains 8763 members 
Mstep: Class 35 contains 19792 members 
Mstep: Class 36 contains 697 members 
Mstep: Class 37 contains 6363 members 
Mstep: Class 38 contains 15551 members 
Mstep: Class 39 contains 5158 members 
Mstep: Class 40 contains 1996 members 
Mstep: Class 41 contains 5050 members 
Mstep: Class 42 contains 6488 members 
Mstep: Class 43 contains 22079 members 
Mstep: Class 44 contains 3571 members 
Mstep: Class 45 contains 3851 members 
Mstep: Class 46 contains 104 members 
Mstep: Class 47 contains 876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88110048.000000 Penalty: 95881.820312
Iteration 137Q: 48 clusters Score -8.811005e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 108160 members 
Mstep: Class 3 contains 19914 members 
Mstep: Class 4 contains 37337 members 
Mstep: Class 5 contains 66427 members 
Mstep: Class 6 contains 115169 members 
Mstep: Class 7 contains 5806 members 
Mstep: Class 8 contains 16425 members 
Mstep: Class 9 contains 20033 members 
Mstep: Class 10 contains 22174 members 
Mstep: Class 11 contains 49751 members 
Mstep: Class 12 contains 4032 members 
Mstep: Class 13 contains 9854 members 
Mstep: Class 14 contains 1811 members 
Mstep: Class 15 contains 5246 members 
Mstep: Class 16 contains 40889 members 
Mstep: Class 17 contains 8412 members 
Mstep: Class 18 contains 21533 members 
Mstep: Class 19 contains 16337 members 
Mstep: Class 20 contains 38292 members 
Mstep: Class 21 contains 12763 members 
Mstep: Class 22 contains 19972 members 
Mstep: Class 23 contains 13037 members 
Mstep: Class 24 contains 10383 members 
Mstep: Class 25 contains 2057 members 
Mstep: Class 26 contains 3431 members 
Mstep: Class 27 contains 23071 members 
Mstep: Class 28 contains 2786 members 
Mstep: Class 29 contains 10454 members 
Mstep: Class 30 contains 38363 members 
Mstep: Class 31 contains 17855 members 
Mstep: Class 32 contains 7331 members 
Mstep: Class 33 contains 18864 members 
Mstep: Class 34 contains 8768 members 
Mstep: Class 35 contains 19786 members 
Mstep: Class 36 contains 697 members 
Mstep: Class 37 contains 6358 members 
Mstep: Class 38 contains 15551 members 
Mstep: Class 39 contains 5149 members 
Mstep: Class 40 contains 1992 members 
Mstep: Class 41 contains 5050 members 
Mstep: Class 42 contains 6488 members 
Mstep: Class 43 contains 22085 members 
Mstep: Class 44 contains 3570 members 
Mstep: Class 45 contains 3867 members 
Mstep: Class 46 contains 104 members 
Mstep: Class 47 contains 878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88110064.000000 Penalty: 95881.820312
Iteration 138Q: 48 clusters Score -8.811006e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 108165 members 
Mstep: Class 3 contains 19902 members 
Mstep: Class 4 contains 37327 members 
Mstep: Class 5 contains 66433 members 
Mstep: Class 6 contains 115163 members 
Mstep: Class 7 contains 5801 members 
Mstep: Class 8 contains 16367 members 
Mstep: Class 9 contains 20030 members 
Mstep: Class 10 contains 22235 members 
Mstep: Class 11 contains 49752 members 
Mstep: Class 12 contains 4034 members 
Mstep: Class 13 contains 9853 members 
Mstep: Class 14 contains 1806 members 
Mstep: Class 15 contains 5249 members 
Mstep: Class 16 contains 40884 members 
Mstep: Class 17 contains 8411 members 
Mstep: Class 18 contains 21531 members 
Mstep: Class 19 contains 16337 members 
Mstep: Class 20 contains 38277 members 
Mstep: Class 21 contains 12762 members 
Mstep: Class 22 contains 19966 members 
Mstep: Class 23 contains 13039 members 
Mstep: Class 24 contains 10383 members 
Mstep: Class 25 contains 2058 members 
Mstep: Class 26 contains 3435 members 
Mstep: Class 27 contains 23080 members 
Mstep: Class 28 contains 2786 members 
Mstep: Class 29 contains 10449 members 
Mstep: Class 30 contains 38376 members 
Mstep: Class 31 contains 17855 members 
Mstep: Class 32 contains 7331 members 
Mstep: Class 33 contains 18897 members 
Mstep: Class 34 contains 8771 members 
Mstep: Class 35 contains 19773 members 
Mstep: Class 36 contains 697 members 
Mstep: Class 37 contains 6364 members 
Mstep: Class 38 contains 15551 members 
Mstep: Class 39 contains 5138 members 
Mstep: Class 40 contains 1987 members 
Mstep: Class 41 contains 5051 members 
Mstep: Class 42 contains 6488 members 
Mstep: Class 43 contains 22088 members 
Mstep: Class 44 contains 3569 members 
Mstep: Class 45 contains 3880 members 
Mstep: Class 46 contains 104 members 
Mstep: Class 47 contains 878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88110072.000000 Penalty: 95881.820312
Iteration 139Q: 48 clusters Score -8.811007e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 108178 members 
Mstep: Class 3 contains 19889 members 
Mstep: Class 4 contains 37315 members 
Mstep: Class 5 contains 66437 members 
Mstep: Class 6 contains 115171 members 
Mstep: Class 7 contains 5788 members 
Mstep: Class 8 contains 16310 members 
Mstep: Class 9 contains 20030 members 
Mstep: Class 10 contains 22293 members 
Mstep: Class 11 contains 49754 members 
Mstep: Class 12 contains 4036 members 
Mstep: Class 13 contains 9852 members 
Mstep: Class 14 contains 1797 members 
Mstep: Class 15 contains 5258 members 
Mstep: Class 16 contains 40886 members 
Mstep: Class 17 contains 8411 members 
Mstep: Class 18 contains 21513 members 
Mstep: Class 19 contains 16337 members 
Mstep: Class 20 contains 38264 members 
Mstep: Class 21 contains 12761 members 
Mstep: Class 22 contains 19960 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 10383 members 
Mstep: Class 25 contains 2059 members 
Mstep: Class 26 contains 3435 members 
Mstep: Class 27 contains 23080 members 
Mstep: Class 28 contains 2786 members 
Mstep: Class 29 contains 10445 members 
Mstep: Class 30 contains 38388 members 
Mstep: Class 31 contains 17855 members 
Mstep: Class 32 contains 7335 members 
Mstep: Class 33 contains 18932 members 
Mstep: Class 34 contains 8771 members 
Mstep: Class 35 contains 19769 members 
Mstep: Class 36 contains 697 members 
Mstep: Class 37 contains 6359 members 
Mstep: Class 38 contains 15551 members 
Mstep: Class 39 contains 5125 members 
Mstep: Class 40 contains 1987 members 
Mstep: Class 41 contains 5052 members 
Mstep: Class 42 contains 6488 members 
Mstep: Class 43 contains 22089 members 
Mstep: Class 44 contains 3570 members 
Mstep: Class 45 contains 3891 members 
Mstep: Class 46 contains 104 members 
Mstep: Class 47 contains 878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88110184.000000 Penalty: 95881.820312
Iteration 140F: 48 clusters Score -8.811018e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 108188 members 
Mstep: Class 3 contains 19877 members 
Mstep: Class 4 contains 37298 members 
Mstep: Class 5 contains 66442 members 
Mstep: Class 6 contains 115185 members 
Mstep: Class 7 contains 5773 members 
Mstep: Class 8 contains 16265 members 
Mstep: Class 9 contains 20028 members 
Mstep: Class 10 contains 22338 members 
Mstep: Class 11 contains 49756 members 
Mstep: Class 12 contains 4042 members 
Mstep: Class 13 contains 9851 members 
Mstep: Class 14 contains 1796 members 
Mstep: Class 15 contains 5262 members 
Mstep: Class 16 contains 40884 members 
Mstep: Class 17 contains 8409 members 
Mstep: Class 18 contains 21496 members 
Mstep: Class 19 contains 16337 members 
Mstep: Class 20 contains 38258 members 
Mstep: Class 21 contains 12760 members 
Mstep: Class 22 contains 19951 members 
Mstep: Class 23 contains 13046 members 
Mstep: Class 24 contains 10383 members 
Mstep: Class 25 contains 2059 members 
Mstep: Class 26 contains 3431 members 
Mstep: Class 27 contains 23083 members 
Mstep: Class 28 contains 2786 members 
Mstep: Class 29 contains 10444 members 
Mstep: Class 30 contains 38396 members 
Mstep: Class 31 contains 17855 members 
Mstep: Class 32 contains 7344 members 
Mstep: Class 33 contains 18970 members 
Mstep: Class 34 contains 8772 members 
Mstep: Class 35 contains 19759 members 
Mstep: Class 36 contains 698 members 
Mstep: Class 37 contains 6352 members 
Mstep: Class 38 contains 15551 members 
Mstep: Class 39 contains 5120 members 
Mstep: Class 40 contains 1986 members 
Mstep: Class 41 contains 5054 members 
Mstep: Class 42 contains 6488 members 
Mstep: Class 43 contains 22093 members 
Mstep: Class 44 contains 3572 members 
Mstep: Class 45 contains 3895 members 
Mstep: Class 46 contains 104 members 
Mstep: Class 47 contains 878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88110152.000000 Penalty: 95881.820312
Iteration 141Q: 48 clusters Score -8.811015e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 108200 members 
Mstep: Class 3 contains 19864 members 
Mstep: Class 4 contains 37279 members 
Mstep: Class 5 contains 66443 members 
Mstep: Class 6 contains 115191 members 
Mstep: Class 7 contains 5757 members 
Mstep: Class 8 contains 16226 members 
Mstep: Class 9 contains 20026 members 
Mstep: Class 10 contains 22379 members 
Mstep: Class 11 contains 49755 members 
Mstep: Class 12 contains 4042 members 
Mstep: Class 13 contains 9851 members 
Mstep: Class 14 contains 1794 members 
Mstep: Class 15 contains 5270 members 
Mstep: Class 16 contains 40887 members 
Mstep: Class 17 contains 8407 members 
Mstep: Class 18 contains 21489 members 
Mstep: Class 19 contains 16337 members 
Mstep: Class 20 contains 38256 members 
Mstep: Class 21 contains 12759 members 
Mstep: Class 22 contains 19939 members 
Mstep: Class 23 contains 13046 members 
Mstep: Class 24 contains 10383 members 
Mstep: Class 25 contains 2058 members 
Mstep: Class 26 contains 3427 members 
Mstep: Class 27 contains 23085 members 
Mstep: Class 28 contains 2786 members 
Mstep: Class 29 contains 10436 members 
Mstep: Class 30 contains 38394 members 
Mstep: Class 31 contains 17855 members 
Mstep: Class 32 contains 7348 members 
Mstep: Class 33 contains 19020 members 
Mstep: Class 34 contains 8775 members 
Mstep: Class 35 contains 19752 members 
Mstep: Class 36 contains 699 members 
Mstep: Class 37 contains 6343 members 
Mstep: Class 38 contains 15551 members 
Mstep: Class 39 contains 5120 members 
Mstep: Class 40 contains 1985 members 
Mstep: Class 41 contains 5054 members 
Mstep: Class 42 contains 6488 members 
Mstep: Class 43 contains 22097 members 
Mstep: Class 44 contains 3574 members 
Mstep: Class 45 contains 3907 members 
Mstep: Class 46 contains 102 members 
Mstep: Class 47 contains 879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88110384.000000 Penalty: 95881.820312
Iteration 142Q: 48 clusters Score -8.811038e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 108213 members 
Mstep: Class 3 contains 19850 members 
Mstep: Class 4 contains 37264 members 
Mstep: Class 5 contains 66444 members 
Mstep: Class 6 contains 115198 members 
Mstep: Class 7 contains 5744 members 
Mstep: Class 8 contains 16174 members 
Mstep: Class 9 contains 20031 members 
Mstep: Class 10 contains 22423 members 
Mstep: Class 11 contains 49752 members 
Mstep: Class 12 contains 4047 members 
Mstep: Class 13 contains 9851 members 
Mstep: Class 14 contains 1798 members 
Mstep: Class 15 contains 5278 members 
Mstep: Class 16 contains 40889 members 
Mstep: Class 17 contains 8406 members 
Mstep: Class 18 contains 21473 members 
Mstep: Class 19 contains 16337 members 
Mstep: Class 20 contains 38256 members 
Mstep: Class 21 contains 12758 members 
Mstep: Class 22 contains 19931 members 
Mstep: Class 23 contains 13046 members 
Mstep: Class 24 contains 10383 members 
Mstep: Class 25 contains 2057 members 
Mstep: Class 26 contains 3424 members 
Mstep: Class 27 contains 23088 members 
Mstep: Class 28 contains 2786 members 
Mstep: Class 29 contains 10437 members 
Mstep: Class 30 contains 38396 members 
Mstep: Class 31 contains 17855 members 
Mstep: Class 32 contains 7355 members 
Mstep: Class 33 contains 19054 members 
Mstep: Class 34 contains 8780 members 
Mstep: Class 35 contains 19747 members 
Mstep: Class 36 contains 700 members 
Mstep: Class 37 contains 6331 members 
Mstep: Class 38 contains 15551 members 
Mstep: Class 39 contains 5114 members 
Mstep: Class 40 contains 1981 members 
Mstep: Class 41 contains 5054 members 
Mstep: Class 42 contains 6488 members 
Mstep: Class 43 contains 22101 members 
Mstep: Class 44 contains 3573 members 
Mstep: Class 45 contains 3915 members 
Mstep: Class 46 contains 101 members 
Mstep: Class 47 contains 881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88110336.000000 Penalty: 95881.820312
Iteration 143Q: 48 clusters Score -8.811034e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 108209 members 
Mstep: Class 3 contains 19834 members 
Mstep: Class 4 contains 37254 members 
Mstep: Class 5 contains 66449 members 
Mstep: Class 6 contains 115197 members 
Mstep: Class 7 contains 5735 members 
Mstep: Class 8 contains 16130 members 
Mstep: Class 9 contains 20031 members 
Mstep: Class 10 contains 22447 members 
Mstep: Class 11 contains 49750 members 
Mstep: Class 12 contains 4049 members 
Mstep: Class 13 contains 9851 members 
Mstep: Class 14 contains 1801 members 
Mstep: Class 15 contains 5282 members 
Mstep: Class 16 contains 40899 members 
Mstep: Class 17 contains 8405 members 
Mstep: Class 18 contains 21454 members 
Mstep: Class 19 contains 16337 members 
Mstep: Class 20 contains 38252 members 
Mstep: Class 21 contains 12757 members 
Mstep: Class 22 contains 19928 members 
Mstep: Class 23 contains 13046 members 
Mstep: Class 24 contains 10383 members 
Mstep: Class 25 contains 2058 members 
Mstep: Class 26 contains 3422 members 
Mstep: Class 27 contains 23090 members 
Mstep: Class 28 contains 2786 members 
Mstep: Class 29 contains 10437 members 
Mstep: Class 30 contains 38399 members 
Mstep: Class 31 contains 17855 members 
Mstep: Class 32 contains 7367 members 
Mstep: Class 33 contains 19094 members 
Mstep: Class 34 contains 8783 members 
Mstep: Class 35 contains 19751 members 
Mstep: Class 36 contains 697 members 
Mstep: Class 37 contains 6329 members 
Mstep: Class 38 contains 15551 members 
Mstep: Class 39 contains 5104 members 
Mstep: Class 40 contains 1981 members 
Mstep: Class 41 contains 5054 members 
Mstep: Class 42 contains 6488 members 
Mstep: Class 43 contains 22107 members 
Mstep: Class 44 contains 3573 members 
Mstep: Class 45 contains 3925 members 
Mstep: Class 46 contains 101 members 
Mstep: Class 47 contains 883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88110248.000000 Penalty: 95881.820312
Iteration 144Q: 48 clusters Score -8.811025e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 108199 members 
Mstep: Class 3 contains 19819 members 
Mstep: Class 4 contains 37236 members 
Mstep: Class 5 contains 66453 members 
Mstep: Class 6 contains 115210 members 
Mstep: Class 7 contains 5722 members 
Mstep: Class 8 contains 16113 members 
Mstep: Class 9 contains 20032 members 
Mstep: Class 10 contains 22470 members 
Mstep: Class 11 contains 49746 members 
Mstep: Class 12 contains 4050 members 
Mstep: Class 13 contains 9851 members 
Mstep: Class 14 contains 1804 members 
Mstep: Class 15 contains 5286 members 
Mstep: Class 16 contains 40902 members 
Mstep: Class 17 contains 8403 members 
Mstep: Class 18 contains 21439 members 
Mstep: Class 19 contains 16337 members 
Mstep: Class 20 contains 38246 members 
Mstep: Class 21 contains 12754 members 
Mstep: Class 22 contains 19926 members 
Mstep: Class 23 contains 13051 members 
Mstep: Class 24 contains 10383 members 
Mstep: Class 25 contains 2059 members 
Mstep: Class 26 contains 3420 members 
Mstep: Class 27 contains 23091 members 
Mstep: Class 28 contains 2786 members 
Mstep: Class 29 contains 10432 members 
Mstep: Class 30 contains 38399 members 
Mstep: Class 31 contains 17855 members 
Mstep: Class 32 contains 7372 members 
Mstep: Class 33 contains 19130 members 
Mstep: Class 34 contains 8783 members 
Mstep: Class 35 contains 19753 members 
Mstep: Class 36 contains 698 members 
Mstep: Class 37 contains 6324 members 
Mstep: Class 38 contains 15551 members 
Mstep: Class 39 contains 5100 members 
Mstep: Class 40 contains 1980 members 
Mstep: Class 41 contains 5054 members 
Mstep: Class 42 contains 6488 members 
Mstep: Class 43 contains 22112 members 
Mstep: Class 44 contains 3573 members 
Mstep: Class 45 contains 3939 members 
Mstep: Class 46 contains 100 members 
Mstep: Class 47 contains 884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88110192.000000 Penalty: 95881.820312
Iteration 145Q: 48 clusters Score -8.811019e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 108189 members 
Mstep: Class 3 contains 19800 members 
Mstep: Class 4 contains 37220 members 
Mstep: Class 5 contains 66458 members 
Mstep: Class 6 contains 115216 members 
Mstep: Class 7 contains 5718 members 
Mstep: Class 8 contains 16089 members 
Mstep: Class 9 contains 20038 members 
Mstep: Class 10 contains 22482 members 
Mstep: Class 11 contains 49746 members 
Mstep: Class 12 contains 4050 members 
Mstep: Class 13 contains 9851 members 
Mstep: Class 14 contains 1805 members 
Mstep: Class 15 contains 5291 members 
Mstep: Class 16 contains 40907 members 
Mstep: Class 17 contains 8403 members 
Mstep: Class 18 contains 21428 members 
Mstep: Class 19 contains 16337 members 
Mstep: Class 20 contains 38242 members 
Mstep: Class 21 contains 12752 members 
Mstep: Class 22 contains 19916 members 
Mstep: Class 23 contains 13053 members 
Mstep: Class 24 contains 10383 members 
Mstep: Class 25 contains 2060 members 
Mstep: Class 26 contains 3421 members 
Mstep: Class 27 contains 23095 members 
Mstep: Class 28 contains 2786 members 
Mstep: Class 29 contains 10428 members 
Mstep: Class 30 contains 38405 members 
Mstep: Class 31 contains 17855 members 
Mstep: Class 32 contains 7385 members 
Mstep: Class 33 contains 19168 members 
Mstep: Class 34 contains 8789 members 
Mstep: Class 35 contains 19748 members 
Mstep: Class 36 contains 699 members 
Mstep: Class 37 contains 6317 members 
Mstep: Class 38 contains 15551 members 
Mstep: Class 39 contains 5093 members 
Mstep: Class 40 contains 1978 members 
Mstep: Class 41 contains 5054 members 
Mstep: Class 42 contains 6488 members 
Mstep: Class 43 contains 22116 members 
Mstep: Class 44 contains 3573 members 
Mstep: Class 45 contains 3947 members 
Mstep: Class 46 contains 100 members 
Mstep: Class 47 contains 884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88110168.000000 Penalty: 95881.820312
Iteration 146Q: 48 clusters Score -8.811017e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 108187 members 
Mstep: Class 3 contains 19788 members 
Mstep: Class 4 contains 37198 members 
Mstep: Class 5 contains 66465 members 
Mstep: Class 6 contains 115225 members 
Mstep: Class 7 contains 5711 members 
Mstep: Class 8 contains 16066 members 
Mstep: Class 9 contains 20038 members 
Mstep: Class 10 contains 22500 members 
Mstep: Class 11 contains 49743 members 
Mstep: Class 12 contains 4049 members 
Mstep: Class 13 contains 9851 members 
Mstep: Class 14 contains 1805 members 
Mstep: Class 15 contains 5296 members 
Mstep: Class 16 contains 40903 members 
Mstep: Class 17 contains 8402 members 
Mstep: Class 18 contains 21424 members 
Mstep: Class 19 contains 16337 members 
Mstep: Class 20 contains 38236 members 
Mstep: Class 21 contains 12750 members 
Mstep: Class 22 contains 19911 members 
Mstep: Class 23 contains 13054 members 
Mstep: Class 24 contains 10383 members 
Mstep: Class 25 contains 2065 members 
Mstep: Class 26 contains 3421 members 
Mstep: Class 27 contains 23098 members 
Mstep: Class 28 contains 2786 members 
Mstep: Class 29 contains 10427 members 
Mstep: Class 30 contains 38409 members 
Mstep: Class 31 contains 17855 members 
Mstep: Class 32 contains 7388 members 
Mstep: Class 33 contains 19205 members 
Mstep: Class 34 contains 8791 members 
Mstep: Class 35 contains 19744 members 
Mstep: Class 36 contains 699 members 
Mstep: Class 37 contains 6308 members 
Mstep: Class 38 contains 15551 members 
Mstep: Class 39 contains 5089 members 
Mstep: Class 40 contains 1975 members 
Mstep: Class 41 contains 5054 members 
Mstep: Class 42 contains 6488 members 
Mstep: Class 43 contains 22120 members 
Mstep: Class 44 contains 3574 members 
Mstep: Class 45 contains 3959 members 
Mstep: Class 46 contains 101 members 
Mstep: Class 47 contains 884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88110232.000000 Penalty: 95881.820312
Iteration 147Q: 48 clusters Score -8.811023e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 108187 members 
Mstep: Class 3 contains 19771 members 
Mstep: Class 4 contains 37174 members 
Mstep: Class 5 contains 66470 members 
Mstep: Class 6 contains 115228 members 
Mstep: Class 7 contains 5700 members 
Mstep: Class 8 contains 16043 members 
Mstep: Class 9 contains 20039 members 
Mstep: Class 10 contains 22516 members 
Mstep: Class 11 contains 49740 members 
Mstep: Class 12 contains 4052 members 
Mstep: Class 13 contains 9851 members 
Mstep: Class 14 contains 1804 members 
Mstep: Class 15 contains 5299 members 
Mstep: Class 16 contains 40908 members 
Mstep: Class 17 contains 8401 members 
Mstep: Class 18 contains 21432 members 
Mstep: Class 19 contains 16337 members 
Mstep: Class 20 contains 38235 members 
Mstep: Class 21 contains 12749 members 
Mstep: Class 22 contains 19907 members 
Mstep: Class 23 contains 13054 members 
Mstep: Class 24 contains 10383 members 
Mstep: Class 25 contains 2066 members 
Mstep: Class 26 contains 3419 members 
Mstep: Class 27 contains 23099 members 
Mstep: Class 28 contains 2786 members 
Mstep: Class 29 contains 10424 members 
Mstep: Class 30 contains 38406 members 
Mstep: Class 31 contains 17855 members 
Mstep: Class 32 contains 7395 members 
Mstep: Class 33 contains 19246 members 
Mstep: Class 34 contains 8793 members 
Mstep: Class 35 contains 19737 members 
Mstep: Class 36 contains 699 members 
Mstep: Class 37 contains 6297 members 
Mstep: Class 38 contains 15551 members 
Mstep: Class 39 contains 5088 members 
Mstep: Class 40 contains 1971 members 
Mstep: Class 41 contains 5054 members 
Mstep: Class 42 contains 6488 members 
Mstep: Class 43 contains 22125 members 
Mstep: Class 44 contains 3575 members 
Mstep: Class 45 contains 3974 members 
Mstep: Class 46 contains 101 members 
Mstep: Class 47 contains 884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88110160.000000 Penalty: 95881.820312
Iteration 148Q: 48 clusters Score -8.811016e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 108184 members 
Mstep: Class 3 contains 19758 members 
Mstep: Class 4 contains 37155 members 
Mstep: Class 5 contains 66473 members 
Mstep: Class 6 contains 115229 members 
Mstep: Class 7 contains 5691 members 
Mstep: Class 8 contains 16026 members 
Mstep: Class 9 contains 20038 members 
Mstep: Class 10 contains 22527 members 
Mstep: Class 11 contains 49741 members 
Mstep: Class 12 contains 4056 members 
Mstep: Class 13 contains 9851 members 
Mstep: Class 14 contains 1801 members 
Mstep: Class 15 contains 5302 members 
Mstep: Class 16 contains 40912 members 
Mstep: Class 17 contains 8402 members 
Mstep: Class 18 contains 21434 members 
Mstep: Class 19 contains 16337 members 
Mstep: Class 20 contains 38234 members 
Mstep: Class 21 contains 12749 members 
Mstep: Class 22 contains 19908 members 
Mstep: Class 23 contains 13056 members 
Mstep: Class 24 contains 10383 members 
Mstep: Class 25 contains 2064 members 
Mstep: Class 26 contains 3418 members 
Mstep: Class 27 contains 23103 members 
Mstep: Class 28 contains 2786 members 
Mstep: Class 29 contains 10417 members 
Mstep: Class 30 contains 38408 members 
Mstep: Class 31 contains 17855 members 
Mstep: Class 32 contains 7401 members 
Mstep: Class 33 contains 19283 members 
Mstep: Class 34 contains 8794 members 
Mstep: Class 35 contains 19723 members 
Mstep: Class 36 contains 698 members 
Mstep: Class 37 contains 6293 members 
Mstep: Class 38 contains 15551 members 
Mstep: Class 39 contains 5085 members 
Mstep: Class 40 contains 1968 members 
Mstep: Class 41 contains 5054 members 
Mstep: Class 42 contains 6488 members 
Mstep: Class 43 contains 22128 members 
Mstep: Class 44 contains 3576 members 
Mstep: Class 45 contains 3987 members 
Mstep: Class 46 contains 101 members 
Mstep: Class 47 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88110176.000000 Penalty: 95881.820312
Iteration 149Q: 48 clusters Score -8.811018e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 108188 members 
Mstep: Class 3 contains 19749 members 
Mstep: Class 4 contains 37135 members 
Mstep: Class 5 contains 66479 members 
Mstep: Class 6 contains 115230 members 
Mstep: Class 7 contains 5680 members 
Mstep: Class 8 contains 16014 members 
Mstep: Class 9 contains 20045 members 
Mstep: Class 10 contains 22539 members 
Mstep: Class 11 contains 49742 members 
Mstep: Class 12 contains 4059 members 
Mstep: Class 13 contains 9851 members 
Mstep: Class 14 contains 1793 members 
Mstep: Class 15 contains 5310 members 
Mstep: Class 16 contains 40914 members 
Mstep: Class 17 contains 8403 members 
Mstep: Class 18 contains 21427 members 
Mstep: Class 19 contains 16337 members 
Mstep: Class 20 contains 38234 members 
Mstep: Class 21 contains 12749 members 
Mstep: Class 22 contains 19906 members 
Mstep: Class 23 contains 13060 members 
Mstep: Class 24 contains 10383 members 
Mstep: Class 25 contains 2064 members 
Mstep: Class 26 contains 3418 members 
Mstep: Class 27 contains 23107 members 
Mstep: Class 28 contains 2786 members 
Mstep: Class 29 contains 10411 members 
Mstep: Class 30 contains 38407 members 
Mstep: Class 31 contains 17855 members 
Mstep: Class 32 contains 7402 members 
Mstep: Class 33 contains 19316 members 
Mstep: Class 34 contains 8795 members 
Mstep: Class 35 contains 19713 members 
Mstep: Class 36 contains 700 members 
Mstep: Class 37 contains 6286 members 
Mstep: Class 38 contains 15551 members 
Mstep: Class 39 contains 5085 members 
Mstep: Class 40 contains 1961 members 
Mstep: Class 41 contains 5054 members 
Mstep: Class 42 contains 6488 members 
Mstep: Class 43 contains 22128 members 
Mstep: Class 44 contains 3577 members 
Mstep: Class 45 contains 3995 members 
Mstep: Class 46 contains 101 members 
Mstep: Class 47 contains 886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88110376.000000 Penalty: 95881.820312
Iteration 150Q: 48 clusters Score -8.811038e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 108180 members 
Mstep: Class 3 contains 19741 members 
Mstep: Class 4 contains 37117 members 
Mstep: Class 5 contains 66484 members 
Mstep: Class 6 contains 115241 members 
Mstep: Class 7 contains 5672 members 
Mstep: Class 8 contains 15999 members 
Mstep: Class 9 contains 20046 members 
Mstep: Class 10 contains 22547 members 
Mstep: Class 11 contains 49746 members 
Mstep: Class 12 contains 4061 members 
Mstep: Class 13 contains 9851 members 
Mstep: Class 14 contains 1791 members 
Mstep: Class 15 contains 5312 members 
Mstep: Class 16 contains 40914 members 
Mstep: Class 17 contains 8403 members 
Mstep: Class 18 contains 21425 members 
Mstep: Class 19 contains 16337 members 
Mstep: Class 20 contains 38231 members 
Mstep: Class 21 contains 12748 members 
Mstep: Class 22 contains 19901 members 
Mstep: Class 23 contains 13063 members 
Mstep: Class 24 contains 10383 members 
Mstep: Class 25 contains 2060 members 
Mstep: Class 26 contains 3416 members 
Mstep: Class 27 contains 23108 members 
Mstep: Class 28 contains 2786 members 
Mstep: Class 29 contains 10408 members 
Mstep: Class 30 contains 38407 members 
Mstep: Class 31 contains 17855 members 
Mstep: Class 32 contains 7404 members 
Mstep: Class 33 contains 19352 members 
Mstep: Class 34 contains 8797 members 
Mstep: Class 35 contains 19704 members 
Mstep: Class 36 contains 702 members 
Mstep: Class 37 contains 6284 members 
Mstep: Class 38 contains 15551 members 
Mstep: Class 39 contains 5085 members 
Mstep: Class 40 contains 1964 members 
Mstep: Class 41 contains 5054 members 
Mstep: Class 42 contains 6488 members 
Mstep: Class 43 contains 22132 members 
Mstep: Class 44 contains 3579 members 
Mstep: Class 45 contains 3997 members 
Mstep: Class 46 contains 101 members 
Mstep: Class 47 contains 886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88110528.000000 Penalty: 95881.820312
Iteration 151Q: 48 clusters Score -8.811053e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 108174 members 
Mstep: Class 3 contains 19731 members 
Mstep: Class 4 contains 37090 members 
Mstep: Class 5 contains 66485 members 
Mstep: Class 6 contains 115252 members 
Mstep: Class 7 contains 5668 members 
Mstep: Class 8 contains 15988 members 
Mstep: Class 9 contains 20047 members 
Mstep: Class 10 contains 22559 members 
Mstep: Class 11 contains 49746 members 
Mstep: Class 12 contains 4060 members 
Mstep: Class 13 contains 9851 members 
Mstep: Class 14 contains 1791 members 
Mstep: Class 15 contains 5312 members 
Mstep: Class 16 contains 40913 members 
Mstep: Class 17 contains 8403 members 
Mstep: Class 18 contains 21428 members 
Mstep: Class 19 contains 16337 members 
Mstep: Class 20 contains 38228 members 
Mstep: Class 21 contains 12744 members 
Mstep: Class 22 contains 19897 members 
Mstep: Class 23 contains 13064 members 
Mstep: Class 24 contains 10383 members 
Mstep: Class 25 contains 2059 members 
Mstep: Class 26 contains 3415 members 
Mstep: Class 27 contains 23108 members 
Mstep: Class 28 contains 2786 members 
Mstep: Class 29 contains 10405 members 
Mstep: Class 30 contains 38409 members 
Mstep: Class 31 contains 17855 members 
Mstep: Class 32 contains 7409 members 
Mstep: Class 33 contains 19389 members 
Mstep: Class 34 contains 8799 members 
Mstep: Class 35 contains 19695 members 
Mstep: Class 36 contains 701 members 
Mstep: Class 37 contains 6288 members 
Mstep: Class 38 contains 15551 members 
Mstep: Class 39 contains 5086 members 
Mstep: Class 40 contains 1962 members 
Mstep: Class 41 contains 5054 members 
Mstep: Class 42 contains 6488 members 
Mstep: Class 43 contains 22138 members 
Mstep: Class 44 contains 3579 members 
Mstep: Class 45 contains 3998 members 
Mstep: Class 46 contains 101 members 
Mstep: Class 47 contains 886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88110536.000000 Penalty: 95881.820312
Iteration 152Q: 48 clusters Score -8.811054e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 108167 members 
Mstep: Class 3 contains 19723 members 
Mstep: Class 4 contains 37071 members 
Mstep: Class 5 contains 66484 members 
Mstep: Class 6 contains 115268 members 
Mstep: Class 7 contains 5664 members 
Mstep: Class 8 contains 15975 members 
Mstep: Class 9 contains 20048 members 
Mstep: Class 10 contains 22575 members 
Mstep: Class 11 contains 49747 members 
Mstep: Class 12 contains 4057 members 
Mstep: Class 13 contains 9851 members 
Mstep: Class 14 contains 1788 members 
Mstep: Class 15 contains 5313 members 
Mstep: Class 16 contains 40904 members 
Mstep: Class 17 contains 8403 members 
Mstep: Class 18 contains 21436 members 
Mstep: Class 19 contains 16337 members 
Mstep: Class 20 contains 38222 members 
Mstep: Class 21 contains 12744 members 
Mstep: Class 22 contains 19897 members 
Mstep: Class 23 contains 13065 members 
Mstep: Class 24 contains 10383 members 
Mstep: Class 25 contains 2059 members 
Mstep: Class 26 contains 3412 members 
Mstep: Class 27 contains 23107 members 
Mstep: Class 28 contains 2786 members 
Mstep: Class 29 contains 10401 members 
Mstep: Class 30 contains 38411 members 
Mstep: Class 31 contains 17855 members 
Mstep: Class 32 contains 7411 members 
Mstep: Class 33 contains 19420 members 
Mstep: Class 34 contains 8798 members 
Mstep: Class 35 contains 19691 members 
Mstep: Class 36 contains 704 members 
Mstep: Class 37 contains 6286 members 
Mstep: Class 38 contains 15551 members 
Mstep: Class 39 contains 5077 members 
Mstep: Class 40 contains 1965 members 
Mstep: Class 41 contains 5054 members 
Mstep: Class 42 contains 6488 members 
Mstep: Class 43 contains 22146 members 
Mstep: Class 44 contains 3579 members 
Mstep: Class 45 contains 4002 members 
Mstep: Class 46 contains 99 members 
Mstep: Class 47 contains 888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88110552.000000 Penalty: 95881.820312
Iteration 153Q: 48 clusters Score -8.811055e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 108171 members 
Mstep: Class 3 contains 19716 members 
Mstep: Class 4 contains 37053 members 
Mstep: Class 5 contains 66484 members 
Mstep: Class 6 contains 115276 members 
Mstep: Class 7 contains 5657 members 
Mstep: Class 8 contains 15959 members 
Mstep: Class 9 contains 20049 members 
Mstep: Class 10 contains 22589 members 
Mstep: Class 11 contains 49748 members 
Mstep: Class 12 contains 4060 members 
Mstep: Class 13 contains 9851 members 
Mstep: Class 14 contains 1784 members 
Mstep: Class 15 contains 5317 members 
Mstep: Class 16 contains 40901 members 
Mstep: Class 17 contains 8405 members 
Mstep: Class 18 contains 21435 members 
Mstep: Class 19 contains 16337 members 
Mstep: Class 20 contains 38216 members 
Mstep: Class 21 contains 12743 members 
Mstep: Class 22 contains 19895 members 
Mstep: Class 23 contains 13069 members 
Mstep: Class 24 contains 10383 members 
Mstep: Class 25 contains 2058 members 
Mstep: Class 26 contains 3411 members 
Mstep: Class 27 contains 23106 members 
Mstep: Class 28 contains 2786 members 
Mstep: Class 29 contains 10399 members 
Mstep: Class 30 contains 38416 members 
Mstep: Class 31 contains 17855 members 
Mstep: Class 32 contains 7416 members 
Mstep: Class 33 contains 19456 members 
Mstep: Class 34 contains 8794 members 
Mstep: Class 35 contains 19688 members 
Mstep: Class 36 contains 705 members 
Mstep: Class 37 contains 6282 members 
Mstep: Class 38 contains 15551 members 
Mstep: Class 39 contains 5066 members 
Mstep: Class 40 contains 1964 members 
Mstep: Class 41 contains 5055 members 
Mstep: Class 42 contains 6488 members 
Mstep: Class 43 contains 22150 members 
Mstep: Class 44 contains 3579 members 
Mstep: Class 45 contains 4004 members 
Mstep: Class 46 contains 96 members 
Mstep: Class 47 contains 889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88110528.000000 Penalty: 95881.820312
Iteration 154Q: 48 clusters Score -8.811053e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 108175 members 
Mstep: Class 3 contains 19709 members 
Mstep: Class 4 contains 37040 members 
Mstep: Class 5 contains 66484 members 
Mstep: Class 6 contains 115291 members 
Mstep: Class 7 contains 5649 members 
Mstep: Class 8 contains 15941 members 
Mstep: Class 9 contains 20048 members 
Mstep: Class 10 contains 22599 members 
Mstep: Class 11 contains 49750 members 
Mstep: Class 12 contains 4062 members 
Mstep: Class 13 contains 9851 members 
Mstep: Class 14 contains 1782 members 
Mstep: Class 15 contains 5315 members 
Mstep: Class 16 contains 40900 members 
Mstep: Class 17 contains 8405 members 
Mstep: Class 18 contains 21432 members 
Mstep: Class 19 contains 16337 members 
Mstep: Class 20 contains 38215 members 
Mstep: Class 21 contains 12741 members 
Mstep: Class 22 contains 19892 members 
Mstep: Class 23 contains 13068 members 
Mstep: Class 24 contains 10383 members 
Mstep: Class 25 contains 2058 members 
Mstep: Class 26 contains 3411 members 
Mstep: Class 27 contains 23105 members 
Mstep: Class 28 contains 2786 members 
Mstep: Class 29 contains 10400 members 
Mstep: Class 30 contains 38418 members 
Mstep: Class 31 contains 17855 members 
Mstep: Class 32 contains 7420 members 
Mstep: Class 33 contains 19483 members 
Mstep: Class 34 contains 8793 members 
Mstep: Class 35 contains 19686 members 
Mstep: Class 36 contains 705 members 
Mstep: Class 37 contains 6277 members 
Mstep: Class 38 contains 15551 members 
Mstep: Class 39 contains 5062 members 
Mstep: Class 40 contains 1964 members 
Mstep: Class 41 contains 5055 members 
Mstep: Class 42 contains 6488 members 
Mstep: Class 43 contains 22151 members 
Mstep: Class 44 contains 3579 members 
Mstep: Class 45 contains 4010 members 
Mstep: Class 46 contains 95 members 
Mstep: Class 47 contains 890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88110512.000000 Penalty: 95881.820312
Iteration 155Q: 48 clusters Score -8.811051e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 108184 members 
Mstep: Class 3 contains 19703 members 
Mstep: Class 4 contains 37023 members 
Mstep: Class 5 contains 66484 members 
Mstep: Class 6 contains 115296 members 
Mstep: Class 7 contains 5643 members 
Mstep: Class 8 contains 15920 members 
Mstep: Class 9 contains 20044 members 
Mstep: Class 10 contains 22620 members 
Mstep: Class 11 contains 49750 members 
Mstep: Class 12 contains 4061 members 
Mstep: Class 13 contains 9851 members 
Mstep: Class 14 contains 1780 members 
Mstep: Class 15 contains 5312 members 
Mstep: Class 16 contains 40898 members 
Mstep: Class 17 contains 8405 members 
Mstep: Class 18 contains 21437 members 
Mstep: Class 19 contains 16336 members 
Mstep: Class 20 contains 38212 members 
Mstep: Class 21 contains 12742 members 
Mstep: Class 22 contains 19886 members 
Mstep: Class 23 contains 13066 members 
Mstep: Class 24 contains 10383 members 
Mstep: Class 25 contains 2058 members 
Mstep: Class 26 contains 3411 members 
Mstep: Class 27 contains 23104 members 
Mstep: Class 28 contains 2786 members 
Mstep: Class 29 contains 10399 members 
Mstep: Class 30 contains 38425 members 
Mstep: Class 31 contains 17855 members 
Mstep: Class 32 contains 7420 members 
Mstep: Class 33 contains 19506 members 
Mstep: Class 34 contains 8792 members 
Mstep: Class 35 contains 19688 members 
Mstep: Class 36 contains 705 members 
Mstep: Class 37 contains 6277 members 
Mstep: Class 38 contains 15551 members 
Mstep: Class 39 contains 5062 members 
Mstep: Class 40 contains 1963 members 
Mstep: Class 41 contains 5055 members 
Mstep: Class 42 contains 6488 members 
Mstep: Class 43 contains 22152 members 
Mstep: Class 44 contains 3579 members 
Mstep: Class 45 contains 4014 members 
Mstep: Class 46 contains 95 members 
Mstep: Class 47 contains 890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88110640.000000 Penalty: 95881.820312
Iteration 156Q: 48 clusters Score -8.811064e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 108185 members 
Mstep: Class 3 contains 19699 members 
Mstep: Class 4 contains 37016 members 
Mstep: Class 5 contains 66485 members 
Mstep: Class 6 contains 115306 members 
Mstep: Class 7 contains 5636 members 
Mstep: Class 8 contains 15890 members 
Mstep: Class 9 contains 20047 members 
Mstep: Class 10 contains 22646 members 
Mstep: Class 11 contains 49749 members 
Mstep: Class 12 contains 4060 members 
Mstep: Class 13 contains 9851 members 
Mstep: Class 14 contains 1778 members 
Mstep: Class 15 contains 5309 members 
Mstep: Class 16 contains 40898 members 
Mstep: Class 17 contains 8404 members 
Mstep: Class 18 contains 21436 members 
Mstep: Class 19 contains 16336 members 
Mstep: Class 20 contains 38207 members 
Mstep: Class 21 contains 12742 members 
Mstep: Class 22 contains 19881 members 
Mstep: Class 23 contains 13069 members 
Mstep: Class 24 contains 10383 members 
Mstep: Class 25 contains 2058 members 
Mstep: Class 26 contains 3412 members 
Mstep: Class 27 contains 23103 members 
Mstep: Class 28 contains 2786 members 
Mstep: Class 29 contains 10396 members 
Mstep: Class 30 contains 38431 members 
Mstep: Class 31 contains 17855 members 
Mstep: Class 32 contains 7421 members 
Mstep: Class 33 contains 19524 members 
Mstep: Class 34 contains 8792 members 
Mstep: Class 35 contains 19688 members 
Mstep: Class 36 contains 706 members 
Mstep: Class 37 contains 6275 members 
Mstep: Class 38 contains 15551 members 
Mstep: Class 39 contains 5058 members 
Mstep: Class 40 contains 1962 members 
Mstep: Class 41 contains 5055 members 
Mstep: Class 42 contains 6488 members 
Mstep: Class 43 contains 22153 members 
Mstep: Class 44 contains 3579 members 
Mstep: Class 45 contains 4020 members 
Mstep: Class 46 contains 95 members 
Mstep: Class 47 contains 890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88110680.000000 Penalty: 95881.820312
Iteration 157Q: 48 clusters Score -8.811068e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 108183 members 
Mstep: Class 3 contains 19696 members 
Mstep: Class 4 contains 37008 members 
Mstep: Class 5 contains 66486 members 
Mstep: Class 6 contains 115324 members 
Mstep: Class 7 contains 5630 members 
Mstep: Class 8 contains 15863 members 
Mstep: Class 9 contains 20048 members 
Mstep: Class 10 contains 22667 members 
Mstep: Class 11 contains 49750 members 
Mstep: Class 12 contains 4060 members 
Mstep: Class 13 contains 9850 members 
Mstep: Class 14 contains 1781 members 
Mstep: Class 15 contains 5309 members 
Mstep: Class 16 contains 40898 members 
Mstep: Class 17 contains 8405 members 
Mstep: Class 18 contains 21431 members 
Mstep: Class 19 contains 16336 members 
Mstep: Class 20 contains 38200 members 
Mstep: Class 21 contains 12742 members 
Mstep: Class 22 contains 19879 members 
Mstep: Class 23 contains 13070 members 
Mstep: Class 24 contains 10383 members 
Mstep: Class 25 contains 2058 members 
Mstep: Class 26 contains 3413 members 
Mstep: Class 27 contains 23104 members 
Mstep: Class 28 contains 2786 members 
Mstep: Class 29 contains 10396 members 
Mstep: Class 30 contains 38433 members 
Mstep: Class 31 contains 17855 members 
Mstep: Class 32 contains 7423 members 
Mstep: Class 33 contains 19543 members 
Mstep: Class 34 contains 8792 members 
Mstep: Class 35 contains 19686 members 
Mstep: Class 36 contains 706 members 
Mstep: Class 37 contains 6272 members 
Mstep: Class 38 contains 15551 members 
Mstep: Class 39 contains 5051 members 
Mstep: Class 40 contains 1959 members 
Mstep: Class 41 contains 5055 members 
Mstep: Class 42 contains 6488 members 
Mstep: Class 43 contains 22155 members 
Mstep: Class 44 contains 3579 members 
Mstep: Class 45 contains 4021 members 
Mstep: Class 46 contains 95 members 
Mstep: Class 47 contains 891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88110632.000000 Penalty: 95881.820312
Iteration 158Q: 48 clusters Score -8.811063e+07 nChanged 135
Entering ConstructFrom: 
Score: -88110632.000000 Penalty: 95881.820312
Entering ConstructFrom: 
Trying to split cluster 1 (11471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Entering Unmasked Estep 
Score: -1206635.750000 Penalty: 1390.919556
	Iteration 0F: 2 clusters Score -1206636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1198986.125000 Penalty: 2781.839111
	Iteration 0F: 3 clusters Score -1198986 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1201626.750000 Penalty: 2781.839111
	Iteration 1F: 3 clusters Score -1201627 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1201968.750000 Penalty: 2781.839111
	Iteration 2F: 3 clusters Score -1201969 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1202208.750000 Penalty: 2781.839111
	Iteration 3Q: 3 clusters Score -1202209 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1202421.750000 Penalty: 2781.839111
	Iteration 4Q: 3 clusters Score -1202422 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1202602.750000 Penalty: 2781.839111
	Iteration 5Q: 3 clusters Score -1202603 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1202784.000000 Penalty: 2781.839111
	Iteration 6Q: 3 clusters Score -1202784 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1202996.500000 Penalty: 2781.839111
	Iteration 7Q: 3 clusters Score -1202996 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1203249.750000 Penalty: 2781.839111
	Iteration 8Q: 3 clusters Score -1203250 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1203512.875000 Penalty: 2781.839111
	Iteration 9Q: 3 clusters Score -1203513 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1203783.375000 Penalty: 2781.839111
	Iteration 10Q: 3 clusters Score -1203783 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1204066.625000 Penalty: 2781.839111
	Iteration 11Q: 3 clusters Score -1204067 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1204361.875000 Penalty: 2781.839111
	Iteration 12Q: 3 clusters Score -1204362 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1204634.750000 Penalty: 2781.839111
	Iteration 13Q: 3 clusters Score -1204635 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1204868.000000 Penalty: 2781.839111
	Iteration 14Q: 3 clusters Score -1204868 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1205028.125000 Penalty: 2781.839111
	Iteration 15Q: 3 clusters Score -1205028 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1205155.875000 Penalty: 2781.839111
	Iteration 16Q: 3 clusters Score -1205156 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1205285.125000 Penalty: 2781.839111
	Iteration 17Q: 3 clusters Score -1205285 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1205369.875000 Penalty: 2781.839111
	Iteration 18Q: 3 clusters Score -1205370 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -1205442.125000 Penalty: 2781.839111
	Iteration 19Q: 3 clusters Score -1205442 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1205495.125000 Penalty: 2781.839111
	Iteration 20F: 3 clusters Score -1205495 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1205533.000000 Penalty: 2781.839111
	Iteration 21Q: 3 clusters Score -1205533 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1205557.375000 Penalty: 2781.839111
	Iteration 22Q: 3 clusters Score -1205557 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -1205579.750000 Penalty: 2781.839111
	Iteration 23Q: 3 clusters Score -1205580 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1205592.500000 Penalty: 2781.839111
	Iteration 24Q: 3 clusters Score -1205592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1205605.250000 Penalty: 2781.839111
	Iteration 25Q: 3 clusters Score -1205605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -1205612.750000 Penalty: 2781.839111
	Iteration 26Q: 3 clusters Score -1205613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1205620.125000 Penalty: 2781.839111
	Iteration 27Q: 3 clusters Score -1205620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1205625.875000 Penalty: 2781.839111
	Iteration 28Q: 3 clusters Score -1205626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1205632.000000 Penalty: 2781.839111
	Iteration 29Q: 3 clusters Score -1205632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -1205638.750000 Penalty: 2781.839111
	Iteration 30Q: 3 clusters Score -1205639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1205642.000000 Penalty: 2781.839111
	Iteration 31Q: 3 clusters Score -1205642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1205644.750000 Penalty: 2781.839111
	Iteration 32Q: 3 clusters Score -1205645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1205648.875000 Penalty: 2781.839111
	Iteration 33Q: 3 clusters Score -1205649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1205651.750000 Penalty: 2781.839111
	Iteration 34Q: 3 clusters Score -1205652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1205655.250000 Penalty: 2781.839111
	Iteration 35Q: 3 clusters Score -1205655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1205654.125000 Penalty: 2781.839111
	Iteration 36Q: 3 clusters Score -1205654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1205656.000000 Penalty: 2781.839111
	Iteration 37Q: 3 clusters Score -1205656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -1205655.750000 Penalty: 2781.839111
	Iteration 38Q: 3 clusters Score -1205656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -1205660.250000 Penalty: 2781.839111
	Iteration 39Q: 3 clusters Score -1205660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -1205659.875000 Penalty: 2781.839111
	Iteration 40F: 3 clusters Score -1205660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1205660.875000 Penalty: 2781.839111
	Iteration 41Q: 3 clusters Score -1205661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1205660.875000 Penalty: 2781.839111
	Iteration 42F: 3 clusters Score -1205661 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (108173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108173 members 
Entering Unmasked Estep 
Score: -10944902.000000 Penalty: 1724.813232
	Iteration 0F: 2 clusters Score -1.09449e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54175 members 
Mstep: Class 2 contains 53998 members 
Entering Unmasked Estep 
Score: -10873747.000000 Penalty: 3449.626465
	Iteration 0F: 3 clusters Score -1.087375e+07 nChanged 51240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54685 members 
Mstep: Class 2 contains 53488 members 
Entering Unmasked Estep 
Score: -10902870.000000 Penalty: 3449.626465
	Iteration 1F: 3 clusters Score -1.090287e+07 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54799 members 
Mstep: Class 2 contains 53374 members 
Entering Unmasked Estep 
Score: -10903797.000000 Penalty: 3449.626465
	Iteration 2Q: 3 clusters Score -1.09038e+07 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55049 members 
Mstep: Class 2 contains 53124 members 
Entering Unmasked Estep 
Score: -10904810.000000 Penalty: 3449.626465
	Iteration 3Q: 3 clusters Score -1.090481e+07 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55350 members 
Mstep: Class 2 contains 52823 members 
Entering Unmasked Estep 
Score: -10906231.000000 Penalty: 3449.626465
	Iteration 4Q: 3 clusters Score -1.090623e+07 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55774 members 
Mstep: Class 2 contains 52399 members 
Entering Unmasked Estep 
Score: -10908001.000000 Penalty: 3449.626465
	Iteration 5Q: 3 clusters Score -1.0908e+07 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56469 members 
Mstep: Class 2 contains 51704 members 
Entering Unmasked Estep 
Score: -10910260.000000 Penalty: 3449.626465
	Iteration 6Q: 3 clusters Score -1.091026e+07 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57432 members 
Mstep: Class 2 contains 50741 members 
Entering Unmasked Estep 
Score: -10912804.000000 Penalty: 3449.626465
	Iteration 7F: 3 clusters Score -1.09128e+07 nChanged 5704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58714 members 
Mstep: Class 2 contains 49459 members 
Entering Unmasked Estep 
Score: -10915728.000000 Penalty: 3449.626465
	Iteration 8F: 3 clusters Score -1.091573e+07 nChanged 5794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60514 members 
Mstep: Class 2 contains 47659 members 
Entering Unmasked Estep 
Score: -10918762.000000 Penalty: 3449.626465
	Iteration 9F: 3 clusters Score -1.091876e+07 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62605 members 
Mstep: Class 2 contains 45568 members 
Entering Unmasked Estep 
Score: -10921271.000000 Penalty: 3449.626465
	Iteration 10Q: 3 clusters Score -1.092127e+07 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65002 members 
Mstep: Class 2 contains 43171 members 
Entering Unmasked Estep 
Score: -10923363.000000 Penalty: 3449.626465
	Iteration 11Q: 3 clusters Score -1.092336e+07 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67452 members 
Mstep: Class 2 contains 40721 members 
Entering Unmasked Estep 
Score: -10925232.000000 Penalty: 3449.626465
	Iteration 12Q: 3 clusters Score -1.092523e+07 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69895 members 
Mstep: Class 2 contains 38278 members 
Entering Unmasked Estep 
Score: -10926661.000000 Penalty: 3449.626465
	Iteration 13Q: 3 clusters Score -1.092666e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72270 members 
Mstep: Class 2 contains 35903 members 
Entering Unmasked Estep 
Score: -10927846.000000 Penalty: 3449.626465
	Iteration 14Q: 3 clusters Score -1.092785e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74500 members 
Mstep: Class 2 contains 33673 members 
Entering Unmasked Estep 
Score: -10928889.000000 Penalty: 3449.626465
	Iteration 15Q: 3 clusters Score -1.092889e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76657 members 
Mstep: Class 2 contains 31516 members 
Entering Unmasked Estep 
Score: -10929877.000000 Penalty: 3449.626465
	Iteration 16Q: 3 clusters Score -1.092988e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78728 members 
Mstep: Class 2 contains 29445 members 
Entering Unmasked Estep 
Score: -10930750.000000 Penalty: 3449.626465
	Iteration 17Q: 3 clusters Score -1.093075e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80748 members 
Mstep: Class 2 contains 27425 members 
Entering Unmasked Estep 
Score: -10931542.000000 Penalty: 3449.626465
	Iteration 18Q: 3 clusters Score -1.093154e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82672 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -10932205.000000 Penalty: 3449.626465
	Iteration 19Q: 3 clusters Score -1.09322e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84521 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -10932864.000000 Penalty: 3449.626465
	Iteration 20F: 3 clusters Score -1.093286e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86379 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -10933490.000000 Penalty: 3449.626465
	Iteration 21Q: 3 clusters Score -1.093349e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88206 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -10934152.000000 Penalty: 3449.626465
	Iteration 22Q: 3 clusters Score -1.093415e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90083 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -10934893.000000 Penalty: 3449.626465
	Iteration 23Q: 3 clusters Score -1.093489e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92048 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -10935707.000000 Penalty: 3449.626465
	Iteration 24Q: 3 clusters Score -1.093571e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94076 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -10936669.000000 Penalty: 3449.626465
	Iteration 25Q: 3 clusters Score -1.093667e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96098 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -10937650.000000 Penalty: 3449.626465
	Iteration 26Q: 3 clusters Score -1.093765e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98115 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -10938757.000000 Penalty: 3449.626465
	Iteration 27Q: 3 clusters Score -1.093876e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100027 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -10939861.000000 Penalty: 3449.626465
	Iteration 28Q: 3 clusters Score -1.093986e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101704 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -10940876.000000 Penalty: 3449.626465
	Iteration 29Q: 3 clusters Score -1.094088e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103056 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -10941703.000000 Penalty: 3449.626465
	Iteration 30Q: 3 clusters Score -1.09417e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104117 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -10942276.000000 Penalty: 3449.626465
	Iteration 31Q: 3 clusters Score -1.094228e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104902 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -10942730.000000 Penalty: 3449.626465
	Iteration 32Q: 3 clusters Score -1.094273e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105484 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -10943025.000000 Penalty: 3449.626465
	Iteration 33Q: 3 clusters Score -1.094302e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105896 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -10943262.000000 Penalty: 3449.626465
	Iteration 34Q: 3 clusters Score -1.094326e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106176 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -10943435.000000 Penalty: 3449.626465
	Iteration 35Q: 3 clusters Score -1.094344e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106378 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -10943564.000000 Penalty: 3449.626465
	Iteration 36Q: 3 clusters Score -1.094356e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106514 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -10943664.000000 Penalty: 3449.626465
	Iteration 37Q: 3 clusters Score -1.094366e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106618 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -10943714.000000 Penalty: 3449.626465
	Iteration 38Q: 3 clusters Score -1.094371e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106691 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -10943763.000000 Penalty: 3449.626465
	Iteration 39Q: 3 clusters Score -1.094376e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106743 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -10943785.000000 Penalty: 3449.626465
	Iteration 40F: 3 clusters Score -1.094378e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106793 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -10943805.000000 Penalty: 3449.626465
	Iteration 41Q: 3 clusters Score -1.09438e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106834 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -10943827.000000 Penalty: 3449.626465
	Iteration 42Q: 3 clusters Score -1.094383e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106867 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -10943844.000000 Penalty: 3449.626465
	Iteration 43Q: 3 clusters Score -1.094384e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106908 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -10943883.000000 Penalty: 3449.626465
	Iteration 44Q: 3 clusters Score -1.094388e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106944 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -10943895.000000 Penalty: 3449.626465
	Iteration 45Q: 3 clusters Score -1.09439e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106966 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -10943904.000000 Penalty: 3449.626465
	Iteration 46Q: 3 clusters Score -1.09439e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106985 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -10943926.000000 Penalty: 3449.626465
	Iteration 47Q: 3 clusters Score -1.094393e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107011 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -10943941.000000 Penalty: 3449.626465
	Iteration 48Q: 3 clusters Score -1.094394e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107024 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -10943949.000000 Penalty: 3449.626465
	Iteration 49Q: 3 clusters Score -1.094395e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107033 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -10943948.000000 Penalty: 3449.626465
	Iteration 50Q: 3 clusters Score -1.094395e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107042 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -10943958.000000 Penalty: 3449.626465
	Iteration 51Q: 3 clusters Score -1.094396e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107047 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -10943952.000000 Penalty: 3449.626465
	Iteration 52Q: 3 clusters Score -1.094395e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107055 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -10943979.000000 Penalty: 3449.626465
	Iteration 53Q: 3 clusters Score -1.094398e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107065 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -10943999.000000 Penalty: 3449.626465
	Iteration 54Q: 3 clusters Score -1.0944e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107071 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -10944010.000000 Penalty: 3449.626465
	Iteration 55Q: 3 clusters Score -1.094401e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107080 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -10944008.000000 Penalty: 3449.626465
	Iteration 56Q: 3 clusters Score -1.094401e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107084 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -10944008.000000 Penalty: 3449.626465
	Iteration 57Q: 3 clusters Score -1.094401e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107086 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -10944017.000000 Penalty: 3449.626465
	Iteration 58Q: 3 clusters Score -1.094402e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107088 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -10944018.000000 Penalty: 3449.626465
	Iteration 59Q: 3 clusters Score -1.094402e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107087 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -10944010.000000 Penalty: 3449.626465
	Iteration 60F: 3 clusters Score -1.094401e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107087 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -10944011.000000 Penalty: 3449.626465
	Iteration 61Q: 3 clusters Score -1.094401e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107088 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -10944008.000000 Penalty: 3449.626465
	Iteration 62Q: 3 clusters Score -1.094401e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107089 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -10944009.000000 Penalty: 3449.626465
	Iteration 63Q: 3 clusters Score -1.094401e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107093 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -10944011.000000 Penalty: 3449.626465
	Iteration 64Q: 3 clusters Score -1.094401e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107095 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -10944019.000000 Penalty: 3449.626465
	Iteration 65Q: 3 clusters Score -1.094402e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107096 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -10944015.000000 Penalty: 3449.626465
	Iteration 66Q: 3 clusters Score -1.094402e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107096 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -10944014.000000 Penalty: 3449.626465
	Iteration 67Q: 3 clusters Score -1.094401e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107097 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -10944012.000000 Penalty: 3449.626465
	Iteration 68Q: 3 clusters Score -1.094401e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107098 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -10944016.000000 Penalty: 3449.626465
	Iteration 69Q: 3 clusters Score -1.094402e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107099 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -10944014.000000 Penalty: 3449.626465
	Iteration 70Q: 3 clusters Score -1.094401e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107099 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -10944015.000000 Penalty: 3449.626465
	Iteration 71Q: 3 clusters Score -1.094402e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107101 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -10944017.000000 Penalty: 3449.626465
	Iteration 72Q: 3 clusters Score -1.094402e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107103 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -10944031.000000 Penalty: 3449.626465
	Iteration 73Q: 3 clusters Score -1.094403e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107106 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -10944034.000000 Penalty: 3449.626465
	Iteration 74Q: 3 clusters Score -1.094403e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107107 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -10944035.000000 Penalty: 3449.626465
	Iteration 75Q: 3 clusters Score -1.094404e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107107 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -10944028.000000 Penalty: 3449.626465
	Iteration 76Q: 3 clusters Score -1.094403e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107108 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -10944037.000000 Penalty: 3449.626465
	Iteration 77Q: 3 clusters Score -1.094404e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107108 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -10944047.000000 Penalty: 3449.626465
	Iteration 78Q: 3 clusters Score -1.094405e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107107 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -10944044.000000 Penalty: 3449.626465
	Iteration 79Q: 3 clusters Score -1.094404e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107109 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -10944038.000000 Penalty: 3449.626465
	Iteration 80F: 3 clusters Score -1.094404e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107110 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -10944048.000000 Penalty: 3449.626465
	Iteration 81Q: 3 clusters Score -1.094405e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107114 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -10944048.000000 Penalty: 3449.626465
	Iteration 82Q: 3 clusters Score -1.094405e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107115 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -10944051.000000 Penalty: 3449.626465
	Iteration 83Q: 3 clusters Score -1.094405e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107116 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -10944053.000000 Penalty: 3449.626465
	Iteration 84Q: 3 clusters Score -1.094405e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107116 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -10944055.000000 Penalty: 3449.626465
	Iteration 85Q: 3 clusters Score -1.094406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107118 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -10944059.000000 Penalty: 3449.626465
	Iteration 86Q: 3 clusters Score -1.094406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107118 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -10944061.000000 Penalty: 3449.626465
	Iteration 87Q: 3 clusters Score -1.094406e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107117 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -10944064.000000 Penalty: 3449.626465
	Iteration 88Q: 3 clusters Score -1.094406e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107116 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -10944061.000000 Penalty: 3449.626465
	Iteration 89Q: 3 clusters Score -1.094406e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107116 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -10944061.000000 Penalty: 3449.626465
	Iteration 90F: 3 clusters Score -1.094406e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Entering Unmasked Estep 
Score: -2047155.250000 Penalty: 1471.322021
	Iteration 0F: 2 clusters Score -2047155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -2034262.375000 Penalty: 2942.644043
	Iteration 0F: 3 clusters Score -2034262 nChanged 8675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -2038990.750000 Penalty: 2942.644043
	Iteration 1F: 3 clusters Score -2038991 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -2039464.625000 Penalty: 2942.644043
	Iteration 2F: 3 clusters Score -2039465 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -2039888.875000 Penalty: 2942.644043
	Iteration 3F: 3 clusters Score -2039889 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -2040266.625000 Penalty: 2942.644043
	Iteration 4Q: 3 clusters Score -2040267 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -2040670.375000 Penalty: 2942.644043
	Iteration 5Q: 3 clusters Score -2040670 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -2041095.375000 Penalty: 2942.644043
	Iteration 6Q: 3 clusters Score -2041095 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -2041552.500000 Penalty: 2942.644043
	Iteration 7Q: 3 clusters Score -2041552 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -2042014.750000 Penalty: 2942.644043
	Iteration 8Q: 3 clusters Score -2042015 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -2042475.250000 Penalty: 2942.644043
	Iteration 9Q: 3 clusters Score -2042475 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -2042913.875000 Penalty: 2942.644043
	Iteration 10Q: 3 clusters Score -2042914 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -2043325.250000 Penalty: 2942.644043
	Iteration 11Q: 3 clusters Score -2043325 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -2043718.625000 Penalty: 2942.644043
	Iteration 12Q: 3 clusters Score -2043719 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -2044019.000000 Penalty: 2942.644043
	Iteration 13Q: 3 clusters Score -2044019 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -2044254.000000 Penalty: 2942.644043
	Iteration 14Q: 3 clusters Score -2044254 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -2044458.375000 Penalty: 2942.644043
	Iteration 15Q: 3 clusters Score -2044458 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -2044613.375000 Penalty: 2942.644043
	Iteration 16Q: 3 clusters Score -2044613 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -2044745.750000 Penalty: 2942.644043
	Iteration 17Q: 3 clusters Score -2044746 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -2044868.125000 Penalty: 2942.644043
	Iteration 18Q: 3 clusters Score -2044868 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -2044964.125000 Penalty: 2942.644043
	Iteration 19Q: 3 clusters Score -2044964 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -2045049.000000 Penalty: 2942.644043
	Iteration 20F: 3 clusters Score -2045049 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -2045128.375000 Penalty: 2942.644043
	Iteration 21Q: 3 clusters Score -2045128 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -2045191.125000 Penalty: 2942.644043
	Iteration 22Q: 3 clusters Score -2045191 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -2045263.125000 Penalty: 2942.644043
	Iteration 23Q: 3 clusters Score -2045263 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -2045320.250000 Penalty: 2942.644043
	Iteration 24Q: 3 clusters Score -2045320 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -2045363.250000 Penalty: 2942.644043
	Iteration 25Q: 3 clusters Score -2045363 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -2045401.000000 Penalty: 2942.644043
	Iteration 26Q: 3 clusters Score -2045401 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -2045439.000000 Penalty: 2942.644043
	Iteration 27Q: 3 clusters Score -2045439 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -2045482.500000 Penalty: 2942.644043
	Iteration 28Q: 3 clusters Score -2045482 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -2045522.250000 Penalty: 2942.644043
	Iteration 29Q: 3 clusters Score -2045522 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -2045563.375000 Penalty: 2942.644043
	Iteration 30Q: 3 clusters Score -2045563 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -2045609.625000 Penalty: 2942.644043
	Iteration 31Q: 3 clusters Score -2045610 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -2045652.375000 Penalty: 2942.644043
	Iteration 32Q: 3 clusters Score -2045652 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -2045692.375000 Penalty: 2942.644043
	Iteration 33Q: 3 clusters Score -2045692 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -2045714.750000 Penalty: 2942.644043
	Iteration 34Q: 3 clusters Score -2045715 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -2045739.750000 Penalty: 2942.644043
	Iteration 35Q: 3 clusters Score -2045740 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -2045778.250000 Penalty: 2942.644043
	Iteration 36Q: 3 clusters Score -2045778 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -2045803.250000 Penalty: 2942.644043
	Iteration 37Q: 3 clusters Score -2045803 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -2045830.125000 Penalty: 2942.644043
	Iteration 38Q: 3 clusters Score -2045830 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -2045856.250000 Penalty: 2942.644043
	Iteration 39Q: 3 clusters Score -2045856 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -2045882.125000 Penalty: 2942.644043
	Iteration 40F: 3 clusters Score -2045882 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -2045914.250000 Penalty: 2942.644043
	Iteration 41Q: 3 clusters Score -2045914 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -2045939.375000 Penalty: 2942.644043
	Iteration 42Q: 3 clusters Score -2045939 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -2045971.875000 Penalty: 2942.644043
	Iteration 43Q: 3 clusters Score -2045972 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -2046004.000000 Penalty: 2942.644043
	Iteration 44Q: 3 clusters Score -2046004 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -2046021.500000 Penalty: 2942.644043
	Iteration 45Q: 3 clusters Score -2046022 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -2046051.625000 Penalty: 2942.644043
	Iteration 46Q: 3 clusters Score -2046052 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -2046083.500000 Penalty: 2942.644043
	Iteration 47Q: 3 clusters Score -2046084 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -2046120.250000 Penalty: 2942.644043
	Iteration 48Q: 3 clusters Score -2046120 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -2046149.750000 Penalty: 2942.644043
	Iteration 49Q: 3 clusters Score -2046150 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -2046176.500000 Penalty: 2942.644043
	Iteration 50Q: 3 clusters Score -2046176 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -2046208.250000 Penalty: 2942.644043
	Iteration 51Q: 3 clusters Score -2046208 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -2046233.625000 Penalty: 2942.644043
	Iteration 52Q: 3 clusters Score -2046234 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -2046251.750000 Penalty: 2942.644043
	Iteration 53Q: 3 clusters Score -2046252 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -2046270.125000 Penalty: 2942.644043
	Iteration 54Q: 3 clusters Score -2046270 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -2046283.125000 Penalty: 2942.644043
	Iteration 55Q: 3 clusters Score -2046283 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -2046297.250000 Penalty: 2942.644043
	Iteration 56Q: 3 clusters Score -2046297 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -2046313.625000 Penalty: 2942.644043
	Iteration 57Q: 3 clusters Score -2046314 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -2046319.875000 Penalty: 2942.644043
	Iteration 58Q: 3 clusters Score -2046320 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -2046326.125000 Penalty: 2942.644043
	Iteration 59Q: 3 clusters Score -2046326 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -2046339.500000 Penalty: 2942.644043
	Iteration 60F: 3 clusters Score -2046340 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -2046353.250000 Penalty: 2942.644043
	Iteration 61Q: 3 clusters Score -2046353 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -2046362.000000 Penalty: 2942.644043
	Iteration 62Q: 3 clusters Score -2046362 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -2046368.375000 Penalty: 2942.644043
	Iteration 63Q: 3 clusters Score -2046368 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -2046380.000000 Penalty: 2942.644043
	Iteration 64Q: 3 clusters Score -2046380 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -2046381.750000 Penalty: 2942.644043
	Iteration 65Q: 3 clusters Score -2046382 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -2046390.500000 Penalty: 2942.644043
	Iteration 66Q: 3 clusters Score -2046390 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -2046406.250000 Penalty: 2942.644043
	Iteration 67Q: 3 clusters Score -2046406 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -2046413.750000 Penalty: 2942.644043
	Iteration 68Q: 3 clusters Score -2046414 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -2046414.625000 Penalty: 2942.644043
	Iteration 69Q: 3 clusters Score -2046415 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -2046420.750000 Penalty: 2942.644043
	Iteration 70Q: 3 clusters Score -2046421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -2046424.250000 Penalty: 2942.644043
	Iteration 71Q: 3 clusters Score -2046424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -2046427.875000 Penalty: 2942.644043
	Iteration 72Q: 3 clusters Score -2046428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -2046430.375000 Penalty: 2942.644043
	Iteration 73Q: 3 clusters Score -2046430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -2046428.750000 Penalty: 2942.644043
	Iteration 74Q: 3 clusters Score -2046429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -2046428.625000 Penalty: 2942.644043
	Iteration 75Q: 3 clusters Score -2046429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -2046428.875000 Penalty: 2942.644043
	Iteration 76Q: 3 clusters Score -2046429 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -2046435.500000 Penalty: 2942.644043
	Iteration 77Q: 3 clusters Score -2046436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -2046435.750000 Penalty: 2942.644043
	Iteration 78Q: 3 clusters Score -2046436 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -2046439.500000 Penalty: 2942.644043
	Iteration 79Q: 3 clusters Score -2046440 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -2046445.375000 Penalty: 2942.644043
	Iteration 80F: 3 clusters Score -2046445 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -2046448.250000 Penalty: 2942.644043
	Iteration 81Q: 3 clusters Score -2046448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -2046452.500000 Penalty: 2942.644043
	Iteration 82Q: 3 clusters Score -2046452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -2046451.000000 Penalty: 2942.644043
	Iteration 83Q: 3 clusters Score -2046451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -2046453.000000 Penalty: 2942.644043
	Iteration 84Q: 3 clusters Score -2046453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -2046451.125000 Penalty: 2942.644043
	Iteration 85Q: 3 clusters Score -2046451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -2046454.750000 Penalty: 2942.644043
	Iteration 86Q: 3 clusters Score -2046455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -2046452.625000 Penalty: 2942.644043
	Iteration 87Q: 3 clusters Score -2046453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -2046454.000000 Penalty: 2942.644043
	Iteration 88Q: 3 clusters Score -2046454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -2046455.625000 Penalty: 2942.644043
	Iteration 89Q: 3 clusters Score -2046456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -2046455.125000 Penalty: 2942.644043
	Iteration 90Q: 3 clusters Score -2046455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -2046455.875000 Penalty: 2942.644043
	Iteration 91Q: 3 clusters Score -2046456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -2046457.875000 Penalty: 2942.644043
	Iteration 92Q: 3 clusters Score -2046458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -2046457.875000 Penalty: 2942.644043
	Iteration 93F: 3 clusters Score -2046458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (37003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37003 members 
Entering Unmasked Estep 
Score: -3842561.000000 Penalty: 1565.190674
	Iteration 0F: 2 clusters Score -3842561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -3818601.000000 Penalty: 3130.381348
	Iteration 0F: 3 clusters Score -3818601 nChanged 16809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -3827975.250000 Penalty: 3130.381348
	Iteration 1F: 3 clusters Score -3827975 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -3828797.000000 Penalty: 3130.381348
	Iteration 2F: 3 clusters Score -3828797 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -3829819.750000 Penalty: 3130.381348
	Iteration 3F: 3 clusters Score -3829820 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -3831267.000000 Penalty: 3130.381348
	Iteration 4F: 3 clusters Score -3831267 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 25843 members 
Entering Unmasked Estep 
Score: -3833030.250000 Penalty: 3130.381348
	Iteration 5F: 3 clusters Score -3833030 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 27938 members 
Entering Unmasked Estep 
Score: -3834820.500000 Penalty: 3130.381348
	Iteration 6F: 3 clusters Score -3834820 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 29911 members 
Entering Unmasked Estep 
Score: -3836451.500000 Penalty: 3130.381348
	Iteration 7F: 3 clusters Score -3836452 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 31573 members 
Entering Unmasked Estep 
Score: -3837849.500000 Penalty: 3130.381348
	Iteration 8Q: 3 clusters Score -3837850 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 32891 members 
Entering Unmasked Estep 
Score: -3839020.500000 Penalty: 3130.381348
	Iteration 9Q: 3 clusters Score -3839020 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 33853 members 
Entering Unmasked Estep 
Score: -3839940.750000 Penalty: 3130.381348
	Iteration 10Q: 3 clusters Score -3839941 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 34420 members 
Entering Unmasked Estep 
Score: -3840485.250000 Penalty: 3130.381348
	Iteration 11Q: 3 clusters Score -3840485 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 34788 members 
Entering Unmasked Estep 
Score: -3840797.000000 Penalty: 3130.381348
	Iteration 12Q: 3 clusters Score -3840797 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 35015 members 
Entering Unmasked Estep 
Score: -3840953.500000 Penalty: 3130.381348
	Iteration 13Q: 3 clusters Score -3840954 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 35167 members 
Entering Unmasked Estep 
Score: -3841055.750000 Penalty: 3130.381348
	Iteration 14Q: 3 clusters Score -3841056 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 35265 members 
Entering Unmasked Estep 
Score: -3841119.750000 Penalty: 3130.381348
	Iteration 15Q: 3 clusters Score -3841120 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 35340 members 
Entering Unmasked Estep 
Score: -3841167.250000 Penalty: 3130.381348
	Iteration 16Q: 3 clusters Score -3841167 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 35406 members 
Entering Unmasked Estep 
Score: -3841207.250000 Penalty: 3130.381348
	Iteration 17Q: 3 clusters Score -3841207 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 35470 members 
Entering Unmasked Estep 
Score: -3841236.500000 Penalty: 3130.381348
	Iteration 18Q: 3 clusters Score -3841236 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 35513 members 
Entering Unmasked Estep 
Score: -3841264.750000 Penalty: 3130.381348
	Iteration 19Q: 3 clusters Score -3841265 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 35553 members 
Entering Unmasked Estep 
Score: -3841287.750000 Penalty: 3130.381348
	Iteration 20F: 3 clusters Score -3841288 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 35582 members 
Entering Unmasked Estep 
Score: -3841299.500000 Penalty: 3130.381348
	Iteration 21Q: 3 clusters Score -3841300 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 35608 members 
Entering Unmasked Estep 
Score: -3841314.250000 Penalty: 3130.381348
	Iteration 22Q: 3 clusters Score -3841314 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 35628 members 
Entering Unmasked Estep 
Score: -3841322.000000 Penalty: 3130.381348
	Iteration 23Q: 3 clusters Score -3841322 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 35642 members 
Entering Unmasked Estep 
Score: -3841332.750000 Penalty: 3130.381348
	Iteration 24Q: 3 clusters Score -3841333 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 35655 members 
Entering Unmasked Estep 
Score: -3841334.250000 Penalty: 3130.381348
	Iteration 25Q: 3 clusters Score -3841334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 35668 members 
Entering Unmasked Estep 
Score: -3841341.000000 Penalty: 3130.381348
	Iteration 26Q: 3 clusters Score -3841341 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 35676 members 
Entering Unmasked Estep 
Score: -3841351.250000 Penalty: 3130.381348
	Iteration 27Q: 3 clusters Score -3841351 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 35684 members 
Entering Unmasked Estep 
Score: -3841351.750000 Penalty: 3130.381348
	Iteration 28Q: 3 clusters Score -3841352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 35689 members 
Entering Unmasked Estep 
Score: -3841347.500000 Penalty: 3130.381348
	Iteration 29Q: 3 clusters Score -3841348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 35695 members 
Entering Unmasked Estep 
Score: -3841355.250000 Penalty: 3130.381348
	Iteration 30Q: 3 clusters Score -3841355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 35700 members 
Entering Unmasked Estep 
Score: -3841351.250000 Penalty: 3130.381348
	Iteration 31Q: 3 clusters Score -3841351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 35701 members 
Entering Unmasked Estep 
Score: -3841354.750000 Penalty: 3130.381348
	Iteration 32Q: 3 clusters Score -3841355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 35703 members 
Entering Unmasked Estep 
Score: -3841357.750000 Penalty: 3130.381348
	Iteration 33Q: 3 clusters Score -3841358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 35704 members 
Entering Unmasked Estep 
Score: -3841357.250000 Penalty: 3130.381348
	Iteration 34Q: 3 clusters Score -3841357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 35704 members 
Entering Unmasked Estep 
Score: -3841357.250000 Penalty: 3130.381348
	Iteration 35F: 3 clusters Score -3841357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (66488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66488 members 
Entering Unmasked Estep 
Score: -6839864.000000 Penalty: 1652.390747
	Iteration 0F: 2 clusters Score -6839864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33343 members 
Mstep: Class 2 contains 33145 members 
Entering Unmasked Estep 
Score: -6796540.500000 Penalty: 3304.781494
	Iteration 0F: 3 clusters Score -6796540 nChanged 31104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34729 members 
Mstep: Class 2 contains 31759 members 
Entering Unmasked Estep 
Score: -6814396.500000 Penalty: 3304.781494
	Iteration 1F: 3 clusters Score -6814396 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35824 members 
Mstep: Class 2 contains 30664 members 
Entering Unmasked Estep 
Score: -6815601.000000 Penalty: 3304.781494
	Iteration 2Q: 3 clusters Score -6815601 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37508 members 
Mstep: Class 2 contains 28980 members 
Entering Unmasked Estep 
Score: -6817417.000000 Penalty: 3304.781494
	Iteration 3F: 3 clusters Score -6817417 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39735 members 
Mstep: Class 2 contains 26753 members 
Entering Unmasked Estep 
Score: -6820089.500000 Penalty: 3304.781494
	Iteration 4F: 3 clusters Score -6820090 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42379 members 
Mstep: Class 2 contains 24109 members 
Entering Unmasked Estep 
Score: -6823495.000000 Penalty: 3304.781494
	Iteration 5F: 3 clusters Score -6823495 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45006 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -6826968.000000 Penalty: 3304.781494
	Iteration 6F: 3 clusters Score -6826968 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47305 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -6829981.000000 Penalty: 3304.781494
	Iteration 7F: 3 clusters Score -6829981 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48956 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -6832305.000000 Penalty: 3304.781494
	Iteration 8Q: 3 clusters Score -6832305 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50229 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -6834023.000000 Penalty: 3304.781494
	Iteration 9Q: 3 clusters Score -6834023 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51174 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -6834972.000000 Penalty: 3304.781494
	Iteration 10Q: 3 clusters Score -6834972 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51974 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -6835511.500000 Penalty: 3304.781494
	Iteration 11Q: 3 clusters Score -6835512 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52655 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -6835876.500000 Penalty: 3304.781494
	Iteration 12Q: 3 clusters Score -6835876 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53283 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -6836251.500000 Penalty: 3304.781494
	Iteration 13Q: 3 clusters Score -6836252 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53873 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -6836499.000000 Penalty: 3304.781494
	Iteration 14Q: 3 clusters Score -6836499 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54373 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -6836706.000000 Penalty: 3304.781494
	Iteration 15Q: 3 clusters Score -6836706 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54857 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -6836903.500000 Penalty: 3304.781494
	Iteration 16Q: 3 clusters Score -6836904 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55282 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -6837068.500000 Penalty: 3304.781494
	Iteration 17Q: 3 clusters Score -6837068 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55678 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -6837186.000000 Penalty: 3304.781494
	Iteration 18Q: 3 clusters Score -6837186 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56017 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -6837285.500000 Penalty: 3304.781494
	Iteration 19Q: 3 clusters Score -6837286 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56335 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -6837389.500000 Penalty: 3304.781494
	Iteration 20F: 3 clusters Score -6837390 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56616 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -6837461.500000 Penalty: 3304.781494
	Iteration 21Q: 3 clusters Score -6837462 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56900 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -6837530.000000 Penalty: 3304.781494
	Iteration 22Q: 3 clusters Score -6837530 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57136 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -6837545.000000 Penalty: 3304.781494
	Iteration 23Q: 3 clusters Score -6837545 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57352 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -6837605.500000 Penalty: 3304.781494
	Iteration 24Q: 3 clusters Score -6837606 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57536 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -6837649.500000 Penalty: 3304.781494
	Iteration 25Q: 3 clusters Score -6837650 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57733 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -6837718.500000 Penalty: 3304.781494
	Iteration 26Q: 3 clusters Score -6837718 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57950 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -6837753.000000 Penalty: 3304.781494
	Iteration 27Q: 3 clusters Score -6837753 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58160 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -6837797.500000 Penalty: 3304.781494
	Iteration 28Q: 3 clusters Score -6837798 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58361 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -6837836.500000 Penalty: 3304.781494
	Iteration 29Q: 3 clusters Score -6837836 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58577 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -6837874.000000 Penalty: 3304.781494
	Iteration 30Q: 3 clusters Score -6837874 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58799 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -6837913.500000 Penalty: 3304.781494
	Iteration 31Q: 3 clusters Score -6837914 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59017 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -6837966.000000 Penalty: 3304.781494
	Iteration 32Q: 3 clusters Score -6837966 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59233 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -6838005.500000 Penalty: 3304.781494
	Iteration 33Q: 3 clusters Score -6838006 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59442 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -6838071.500000 Penalty: 3304.781494
	Iteration 34Q: 3 clusters Score -6838072 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59625 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -6838108.000000 Penalty: 3304.781494
	Iteration 35Q: 3 clusters Score -6838108 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59806 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -6838141.500000 Penalty: 3304.781494
	Iteration 36Q: 3 clusters Score -6838142 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59994 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -6838185.500000 Penalty: 3304.781494
	Iteration 37Q: 3 clusters Score -6838186 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60189 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -6838223.500000 Penalty: 3304.781494
	Iteration 38Q: 3 clusters Score -6838224 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60369 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -6838252.000000 Penalty: 3304.781494
	Iteration 39Q: 3 clusters Score -6838252 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60537 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -6838284.000000 Penalty: 3304.781494
	Iteration 40F: 3 clusters Score -6838284 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60699 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -6838301.000000 Penalty: 3304.781494
	Iteration 41Q: 3 clusters Score -6838301 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60864 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -6838338.500000 Penalty: 3304.781494
	Iteration 42Q: 3 clusters Score -6838338 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61009 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -6838374.500000 Penalty: 3304.781494
	Iteration 43Q: 3 clusters Score -6838374 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61162 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -6838410.500000 Penalty: 3304.781494
	Iteration 44Q: 3 clusters Score -6838410 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61321 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -6838451.500000 Penalty: 3304.781494
	Iteration 45Q: 3 clusters Score -6838452 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61475 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -6838496.000000 Penalty: 3304.781494
	Iteration 46Q: 3 clusters Score -6838496 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61614 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -6838524.000000 Penalty: 3304.781494
	Iteration 47Q: 3 clusters Score -6838524 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61758 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -6838563.500000 Penalty: 3304.781494
	Iteration 48Q: 3 clusters Score -6838564 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61924 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -6838605.000000 Penalty: 3304.781494
	Iteration 49Q: 3 clusters Score -6838605 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62086 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -6838656.500000 Penalty: 3304.781494
	Iteration 50Q: 3 clusters Score -6838656 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62234 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -6838704.000000 Penalty: 3304.781494
	Iteration 51Q: 3 clusters Score -6838704 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62378 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -6838746.500000 Penalty: 3304.781494
	Iteration 52Q: 3 clusters Score -6838746 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62516 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -6838773.500000 Penalty: 3304.781494
	Iteration 53Q: 3 clusters Score -6838774 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62637 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -6838797.000000 Penalty: 3304.781494
	Iteration 54Q: 3 clusters Score -6838797 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62756 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -6838859.000000 Penalty: 3304.781494
	Iteration 55Q: 3 clusters Score -6838859 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62839 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -6838886.000000 Penalty: 3304.781494
	Iteration 56Q: 3 clusters Score -6838886 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62917 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -6838914.000000 Penalty: 3304.781494
	Iteration 57Q: 3 clusters Score -6838914 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62990 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -6838931.000000 Penalty: 3304.781494
	Iteration 58Q: 3 clusters Score -6838931 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63052 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -6838941.500000 Penalty: 3304.781494
	Iteration 59Q: 3 clusters Score -6838942 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63096 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -6838950.000000 Penalty: 3304.781494
	Iteration 60F: 3 clusters Score -6838950 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63147 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -6838957.000000 Penalty: 3304.781494
	Iteration 61Q: 3 clusters Score -6838957 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63189 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -6838966.500000 Penalty: 3304.781494
	Iteration 62Q: 3 clusters Score -6838966 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63227 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -6838979.500000 Penalty: 3304.781494
	Iteration 63Q: 3 clusters Score -6838980 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63255 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -6838981.000000 Penalty: 3304.781494
	Iteration 64Q: 3 clusters Score -6838981 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63285 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -6838983.000000 Penalty: 3304.781494
	Iteration 65Q: 3 clusters Score -6838983 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63305 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -6838975.000000 Penalty: 3304.781494
	Iteration 66Q: 3 clusters Score -6838975 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63323 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -6838978.000000 Penalty: 3304.781494
	Iteration 67Q: 3 clusters Score -6838978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63335 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -6838976.000000 Penalty: 3304.781494
	Iteration 68Q: 3 clusters Score -6838976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63345 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -6838975.500000 Penalty: 3304.781494
	Iteration 69Q: 3 clusters Score -6838976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63354 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -6838977.500000 Penalty: 3304.781494
	Iteration 70Q: 3 clusters Score -6838978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63361 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -6838982.000000 Penalty: 3304.781494
	Iteration 71Q: 3 clusters Score -6838982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63364 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -6838984.500000 Penalty: 3304.781494
	Iteration 72Q: 3 clusters Score -6838984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63365 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -6838982.500000 Penalty: 3304.781494
	Iteration 73Q: 3 clusters Score -6838982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63369 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -6838988.000000 Penalty: 3304.781494
	Iteration 74Q: 3 clusters Score -6838988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63372 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -6838983.500000 Penalty: 3304.781494
	Iteration 75Q: 3 clusters Score -6838984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63374 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -6838990.000000 Penalty: 3304.781494
	Iteration 76Q: 3 clusters Score -6838990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63375 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -6838987.000000 Penalty: 3304.781494
	Iteration 77Q: 3 clusters Score -6838987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63382 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -6838988.000000 Penalty: 3304.781494
	Iteration 78Q: 3 clusters Score -6838988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63386 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -6838984.500000 Penalty: 3304.781494
	Iteration 79Q: 3 clusters Score -6838984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63391 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -6838990.000000 Penalty: 3304.781494
	Iteration 80F: 3 clusters Score -6838990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63396 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -6838985.000000 Penalty: 3304.781494
	Iteration 81Q: 3 clusters Score -6838985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63402 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -6838994.000000 Penalty: 3304.781494
	Iteration 82Q: 3 clusters Score -6838994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63403 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -6838992.000000 Penalty: 3304.781494
	Iteration 83Q: 3 clusters Score -6838992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63404 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -6838989.500000 Penalty: 3304.781494
	Iteration 84Q: 3 clusters Score -6838990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63406 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -6838989.500000 Penalty: 3304.781494
	Iteration 85Q: 3 clusters Score -6838990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63410 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -6838989.500000 Penalty: 3304.781494
	Iteration 86Q: 3 clusters Score -6838990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63413 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -6838986.500000 Penalty: 3304.781494
	Iteration 87Q: 3 clusters Score -6838986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63416 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -6838986.500000 Penalty: 3304.781494
	Iteration 88Q: 3 clusters Score -6838986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63417 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -6838984.500000 Penalty: 3304.781494
	Iteration 89Q: 3 clusters Score -6838984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63418 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -6838983.500000 Penalty: 3304.781494
	Iteration 90Q: 3 clusters Score -6838984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63419 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -6838986.500000 Penalty: 3304.781494
	Iteration 91Q: 3 clusters Score -6838986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63419 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -6838986.500000 Penalty: 3304.781494
	Iteration 92F: 3 clusters Score -6838986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (115338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115338 members 
Entering Unmasked Estep 
Score: -11608117.000000 Penalty: 1734.356689
	Iteration 0F: 2 clusters Score -1.160812e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57506 members 
Mstep: Class 2 contains 57832 members 
Entering Unmasked Estep 
Score: -11532173.000000 Penalty: 3468.713379
	Iteration 0F: 3 clusters Score -1.153217e+07 nChanged 54738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55436 members 
Mstep: Class 2 contains 59902 members 
Entering Unmasked Estep 
Score: -11564024.000000 Penalty: 3468.713379
	Iteration 1F: 3 clusters Score -1.156402e+07 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54041 members 
Mstep: Class 2 contains 61297 members 
Entering Unmasked Estep 
Score: -11565162.000000 Penalty: 3468.713379
	Iteration 2Q: 3 clusters Score -1.156516e+07 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51805 members 
Mstep: Class 2 contains 63533 members 
Entering Unmasked Estep 
Score: -11566599.000000 Penalty: 3468.713379
	Iteration 3Q: 3 clusters Score -1.15666e+07 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48505 members 
Mstep: Class 2 contains 66833 members 
Entering Unmasked Estep 
Score: -11568573.000000 Penalty: 3468.713379
	Iteration 4Q: 3 clusters Score -1.156857e+07 nChanged 5910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43709 members 
Mstep: Class 2 contains 71629 members 
Entering Unmasked Estep 
Score: -11571842.000000 Penalty: 3468.713379
	Iteration 5F: 3 clusters Score -1.157184e+07 nChanged 7213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37274 members 
Mstep: Class 2 contains 78064 members 
Entering Unmasked Estep 
Score: -11576695.000000 Penalty: 3468.713379
	Iteration 6F: 3 clusters Score -1.15767e+07 nChanged 8166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29678 members 
Mstep: Class 2 contains 85660 members 
Entering Unmasked Estep 
Score: -11582953.000000 Penalty: 3468.713379
	Iteration 7F: 3 clusters Score -1.158295e+07 nChanged 8152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 93466 members 
Entering Unmasked Estep 
Score: -11589851.000000 Penalty: 3468.713379
	Iteration 8F: 3 clusters Score -1.158985e+07 nChanged 6912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 100156 members 
Entering Unmasked Estep 
Score: -11595823.000000 Penalty: 3468.713379
	Iteration 9F: 3 clusters Score -1.159582e+07 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 105081 members 
Entering Unmasked Estep 
Score: -11600084.000000 Penalty: 3468.713379
	Iteration 10Q: 3 clusters Score -1.160008e+07 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 108275 members 
Entering Unmasked Estep 
Score: -11602605.000000 Penalty: 3468.713379
	Iteration 11Q: 3 clusters Score -1.16026e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 110331 members 
Entering Unmasked Estep 
Score: -11604143.000000 Penalty: 3468.713379
	Iteration 12Q: 3 clusters Score -1.160414e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 111637 members 
Entering Unmasked Estep 
Score: -11605135.000000 Penalty: 3468.713379
	Iteration 13Q: 3 clusters Score -1.160514e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 112502 members 
Entering Unmasked Estep 
Score: -11605705.000000 Penalty: 3468.713379
	Iteration 14Q: 3 clusters Score -1.16057e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 113053 members 
Entering Unmasked Estep 
Score: -11605997.000000 Penalty: 3468.713379
	Iteration 15Q: 3 clusters Score -1.1606e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 113421 members 
Entering Unmasked Estep 
Score: -11606210.000000 Penalty: 3468.713379
	Iteration 16Q: 3 clusters Score -1.160621e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 113685 members 
Entering Unmasked Estep 
Score: -11606358.000000 Penalty: 3468.713379
	Iteration 17Q: 3 clusters Score -1.160636e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 113886 members 
Entering Unmasked Estep 
Score: -11606480.000000 Penalty: 3468.713379
	Iteration 18Q: 3 clusters Score -1.160648e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 114040 members 
Entering Unmasked Estep 
Score: -11606583.000000 Penalty: 3468.713379
	Iteration 19Q: 3 clusters Score -1.160658e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 114134 members 
Entering Unmasked Estep 
Score: -11606632.000000 Penalty: 3468.713379
	Iteration 20F: 3 clusters Score -1.160663e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 114223 members 
Entering Unmasked Estep 
Score: -11606670.000000 Penalty: 3468.713379
	Iteration 21Q: 3 clusters Score -1.160667e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 114284 members 
Entering Unmasked Estep 
Score: -11606730.000000 Penalty: 3468.713379
	Iteration 22Q: 3 clusters Score -1.160673e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 114344 members 
Entering Unmasked Estep 
Score: -11606775.000000 Penalty: 3468.713379
	Iteration 23Q: 3 clusters Score -1.160678e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 114392 members 
Entering Unmasked Estep 
Score: -11606805.000000 Penalty: 3468.713379
	Iteration 24Q: 3 clusters Score -1.16068e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 114422 members 
Entering Unmasked Estep 
Score: -11606806.000000 Penalty: 3468.713379
	Iteration 25Q: 3 clusters Score -1.160681e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 114447 members 
Entering Unmasked Estep 
Score: -11606828.000000 Penalty: 3468.713379
	Iteration 26Q: 3 clusters Score -1.160683e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 114470 members 
Entering Unmasked Estep 
Score: -11606858.000000 Penalty: 3468.713379
	Iteration 27Q: 3 clusters Score -1.160686e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 114484 members 
Entering Unmasked Estep 
Score: -11606859.000000 Penalty: 3468.713379
	Iteration 28Q: 3 clusters Score -1.160686e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 114502 members 
Entering Unmasked Estep 
Score: -11606865.000000 Penalty: 3468.713379
	Iteration 29Q: 3 clusters Score -1.160686e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 114517 members 
Entering Unmasked Estep 
Score: -11606887.000000 Penalty: 3468.713379
	Iteration 30Q: 3 clusters Score -1.160689e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 114533 members 
Entering Unmasked Estep 
Score: -11606893.000000 Penalty: 3468.713379
	Iteration 31Q: 3 clusters Score -1.160689e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 114550 members 
Entering Unmasked Estep 
Score: -11606889.000000 Penalty: 3468.713379
	Iteration 32Q: 3 clusters Score -1.160689e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 114565 members 
Entering Unmasked Estep 
Score: -11606904.000000 Penalty: 3468.713379
	Iteration 33Q: 3 clusters Score -1.16069e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 114575 members 
Entering Unmasked Estep 
Score: -11606911.000000 Penalty: 3468.713379
	Iteration 34Q: 3 clusters Score -1.160691e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 114585 members 
Entering Unmasked Estep 
Score: -11606935.000000 Penalty: 3468.713379
	Iteration 35Q: 3 clusters Score -1.160694e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 114597 members 
Entering Unmasked Estep 
Score: -11606938.000000 Penalty: 3468.713379
	Iteration 36Q: 3 clusters Score -1.160694e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 114610 members 
Entering Unmasked Estep 
Score: -11606936.000000 Penalty: 3468.713379
	Iteration 37Q: 3 clusters Score -1.160694e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 114618 members 
Entering Unmasked Estep 
Score: -11606954.000000 Penalty: 3468.713379
	Iteration 38Q: 3 clusters Score -1.160695e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 114624 members 
Entering Unmasked Estep 
Score: -11606944.000000 Penalty: 3468.713379
	Iteration 39Q: 3 clusters Score -1.160694e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 114630 members 
Entering Unmasked Estep 
Score: -11606954.000000 Penalty: 3468.713379
	Iteration 40F: 3 clusters Score -1.160695e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 114634 members 
Entering Unmasked Estep 
Score: -11606963.000000 Penalty: 3468.713379
	Iteration 41Q: 3 clusters Score -1.160696e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 114641 members 
Entering Unmasked Estep 
Score: -11606957.000000 Penalty: 3468.713379
	Iteration 42Q: 3 clusters Score -1.160696e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 114646 members 
Entering Unmasked Estep 
Score: -11606956.000000 Penalty: 3468.713379
	Iteration 43Q: 3 clusters Score -1.160696e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 114647 members 
Entering Unmasked Estep 
Score: -11606957.000000 Penalty: 3468.713379
	Iteration 44Q: 3 clusters Score -1.160696e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 114648 members 
Entering Unmasked Estep 
Score: -11606955.000000 Penalty: 3468.713379
	Iteration 45Q: 3 clusters Score -1.160696e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 114650 members 
Entering Unmasked Estep 
Score: -11606962.000000 Penalty: 3468.713379
	Iteration 46Q: 3 clusters Score -1.160696e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 114651 members 
Entering Unmasked Estep 
Score: -11606973.000000 Penalty: 3468.713379
	Iteration 47Q: 3 clusters Score -1.160697e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 114653 members 
Entering Unmasked Estep 
Score: -11606967.000000 Penalty: 3468.713379
	Iteration 48Q: 3 clusters Score -1.160697e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 114653 members 
Entering Unmasked Estep 
Score: -11606967.000000 Penalty: 3468.713379
	Iteration 49F: 3 clusters Score -1.160697e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Entering Unmasked Estep 
Score: -570199.937500 Penalty: 1284.858032
	Iteration 0F: 2 clusters Score -570199.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -566210.187500 Penalty: 2569.716064
	Iteration 0F: 3 clusters Score -566210.2 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -567402.125000 Penalty: 2569.716064
	Iteration 1F: 3 clusters Score -567402.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -567612.500000 Penalty: 2569.716064
	Iteration 2F: 3 clusters Score -567612.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -567745.000000 Penalty: 2569.716064
	Iteration 3Q: 3 clusters Score -567745 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -567843.750000 Penalty: 2569.716064
	Iteration 4Q: 3 clusters Score -567843.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -567931.062500 Penalty: 2569.716064
	Iteration 5Q: 3 clusters Score -567931.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -568004.812500 Penalty: 2569.716064
	Iteration 6Q: 3 clusters Score -568004.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -568074.312500 Penalty: 2569.716064
	Iteration 7Q: 3 clusters Score -568074.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -568142.687500 Penalty: 2569.716064
	Iteration 8Q: 3 clusters Score -568142.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -568214.875000 Penalty: 2569.716064
	Iteration 9Q: 3 clusters Score -568214.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -568292.937500 Penalty: 2569.716064
	Iteration 10Q: 3 clusters Score -568292.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -568355.750000 Penalty: 2569.716064
	Iteration 11Q: 3 clusters Score -568355.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -568412.062500 Penalty: 2569.716064
	Iteration 12Q: 3 clusters Score -568412.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -568478.062500 Penalty: 2569.716064
	Iteration 13Q: 3 clusters Score -568478.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -568525.250000 Penalty: 2569.716064
	Iteration 14Q: 3 clusters Score -568525.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -568573.750000 Penalty: 2569.716064
	Iteration 15Q: 3 clusters Score -568573.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -568615.500000 Penalty: 2569.716064
	Iteration 16Q: 3 clusters Score -568615.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -568664.437500 Penalty: 2569.716064
	Iteration 17Q: 3 clusters Score -568664.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -568702.312500 Penalty: 2569.716064
	Iteration 18Q: 3 clusters Score -568702.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -568738.500000 Penalty: 2569.716064
	Iteration 19Q: 3 clusters Score -568738.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -568772.875000 Penalty: 2569.716064
	Iteration 20F: 3 clusters Score -568772.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -568791.250000 Penalty: 2569.716064
	Iteration 21Q: 3 clusters Score -568791.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -568805.375000 Penalty: 2569.716064
	Iteration 22Q: 3 clusters Score -568805.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -568818.000000 Penalty: 2569.716064
	Iteration 23Q: 3 clusters Score -568818 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -568828.062500 Penalty: 2569.716064
	Iteration 24Q: 3 clusters Score -568828.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -568837.500000 Penalty: 2569.716064
	Iteration 25Q: 3 clusters Score -568837.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -568848.250000 Penalty: 2569.716064
	Iteration 26Q: 3 clusters Score -568848.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -568856.500000 Penalty: 2569.716064
	Iteration 27Q: 3 clusters Score -568856.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -568861.437500 Penalty: 2569.716064
	Iteration 28Q: 3 clusters Score -568861.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -568868.125000 Penalty: 2569.716064
	Iteration 29Q: 3 clusters Score -568868.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -568875.500000 Penalty: 2569.716064
	Iteration 30Q: 3 clusters Score -568875.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -568879.500000 Penalty: 2569.716064
	Iteration 31Q: 3 clusters Score -568879.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -568882.375000 Penalty: 2569.716064
	Iteration 32Q: 3 clusters Score -568882.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -568885.437500 Penalty: 2569.716064
	Iteration 33Q: 3 clusters Score -568885.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -568887.500000 Penalty: 2569.716064
	Iteration 34Q: 3 clusters Score -568887.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -568886.875000 Penalty: 2569.716064
	Iteration 35Q: 3 clusters Score -568886.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -568891.062500 Penalty: 2569.716064
	Iteration 36Q: 3 clusters Score -568891.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -568891.812500 Penalty: 2569.716064
	Iteration 37Q: 3 clusters Score -568891.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -568893.750000 Penalty: 2569.716064
	Iteration 38Q: 3 clusters Score -568893.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -568896.062500 Penalty: 2569.716064
	Iteration 39Q: 3 clusters Score -568896.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -568898.500000 Penalty: 2569.716064
	Iteration 40F: 3 clusters Score -568898.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -568899.937500 Penalty: 2569.716064
	Iteration 41Q: 3 clusters Score -568899.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -568899.937500 Penalty: 2569.716064
	Iteration 42F: 3 clusters Score -568899.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (15845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Entering Unmasked Estep 
Score: -1579124.875000 Penalty: 1438.986694
	Iteration 0F: 2 clusters Score -1579125 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1568686.375000 Penalty: 2877.973389
	Iteration 0F: 3 clusters Score -1568686 nChanged 6844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1572376.125000 Penalty: 2877.973389
	Iteration 1F: 3 clusters Score -1572376 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1572745.750000 Penalty: 2877.973389
	Iteration 2F: 3 clusters Score -1572746 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1573035.000000 Penalty: 2877.973389
	Iteration 3Q: 3 clusters Score -1573035 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1573277.125000 Penalty: 2877.973389
	Iteration 4Q: 3 clusters Score -1573277 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1573511.375000 Penalty: 2877.973389
	Iteration 5Q: 3 clusters Score -1573511 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1573742.000000 Penalty: 2877.973389
	Iteration 6Q: 3 clusters Score -1573742 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1573976.000000 Penalty: 2877.973389
	Iteration 7Q: 3 clusters Score -1573976 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1574252.875000 Penalty: 2877.973389
	Iteration 8Q: 3 clusters Score -1574253 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1574541.625000 Penalty: 2877.973389
	Iteration 9Q: 3 clusters Score -1574542 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1574878.625000 Penalty: 2877.973389
	Iteration 10Q: 3 clusters Score -1574879 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -1575206.125000 Penalty: 2877.973389
	Iteration 11Q: 3 clusters Score -1575206 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -1575534.000000 Penalty: 2877.973389
	Iteration 12Q: 3 clusters Score -1575534 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -1575871.250000 Penalty: 2877.973389
	Iteration 13Q: 3 clusters Score -1575871 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -1576202.125000 Penalty: 2877.973389
	Iteration 14Q: 3 clusters Score -1576202 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -1576584.375000 Penalty: 2877.973389
	Iteration 15Q: 3 clusters Score -1576584 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -1576948.375000 Penalty: 2877.973389
	Iteration 16Q: 3 clusters Score -1576948 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -1577254.375000 Penalty: 2877.973389
	Iteration 17Q: 3 clusters Score -1577254 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -1577492.875000 Penalty: 2877.973389
	Iteration 18Q: 3 clusters Score -1577493 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -1577692.500000 Penalty: 2877.973389
	Iteration 19Q: 3 clusters Score -1577692 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -1577817.625000 Penalty: 2877.973389
	Iteration 20F: 3 clusters Score -1577818 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -1577882.125000 Penalty: 2877.973389
	Iteration 21Q: 3 clusters Score -1577882 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -1577945.375000 Penalty: 2877.973389
	Iteration 22Q: 3 clusters Score -1577945 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -1577984.375000 Penalty: 2877.973389
	Iteration 23Q: 3 clusters Score -1577984 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -1578003.875000 Penalty: 2877.973389
	Iteration 24Q: 3 clusters Score -1578004 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -1578018.000000 Penalty: 2877.973389
	Iteration 25Q: 3 clusters Score -1578018 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -1578031.125000 Penalty: 2877.973389
	Iteration 26Q: 3 clusters Score -1578031 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -1578044.625000 Penalty: 2877.973389
	Iteration 27Q: 3 clusters Score -1578045 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -1578050.875000 Penalty: 2877.973389
	Iteration 28Q: 3 clusters Score -1578051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -1578055.875000 Penalty: 2877.973389
	Iteration 29Q: 3 clusters Score -1578056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -1578054.375000 Penalty: 2877.973389
	Iteration 30Q: 3 clusters Score -1578054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -1578059.000000 Penalty: 2877.973389
	Iteration 31Q: 3 clusters Score -1578059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -1578057.875000 Penalty: 2877.973389
	Iteration 32Q: 3 clusters Score -1578058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -1578060.125000 Penalty: 2877.973389
	Iteration 33Q: 3 clusters Score -1578060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -1578060.500000 Penalty: 2877.973389
	Iteration 34Q: 3 clusters Score -1578060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -1578060.500000 Penalty: 2877.973389
	Iteration 35F: 3 clusters Score -1578060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (20052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Entering Unmasked Estep 
Score: -2006516.625000 Penalty: 1474.025391
	Iteration 0F: 2 clusters Score -2006517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1993576.250000 Penalty: 2948.050781
	Iteration 0F: 3 clusters Score -1993576 nChanged 8758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1998318.125000 Penalty: 2948.050781
	Iteration 1F: 3 clusters Score -1998318 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1998761.125000 Penalty: 2948.050781
	Iteration 2F: 3 clusters Score -1998761 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1999165.375000 Penalty: 2948.050781
	Iteration 3F: 3 clusters Score -1999165 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1999535.375000 Penalty: 2948.050781
	Iteration 4Q: 3 clusters Score -1999535 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1999967.500000 Penalty: 2948.050781
	Iteration 5Q: 3 clusters Score -1999968 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -2000515.375000 Penalty: 2948.050781
	Iteration 6Q: 3 clusters Score -2000515 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -2001143.625000 Penalty: 2948.050781
	Iteration 7F: 3 clusters Score -2001144 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -2001909.750000 Penalty: 2948.050781
	Iteration 8F: 3 clusters Score -2001910 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -2002700.625000 Penalty: 2948.050781
	Iteration 9F: 3 clusters Score -2002701 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -2003438.875000 Penalty: 2948.050781
	Iteration 10Q: 3 clusters Score -2003439 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -2004054.375000 Penalty: 2948.050781
	Iteration 11Q: 3 clusters Score -2004054 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2004528.625000 Penalty: 2948.050781
	Iteration 12Q: 3 clusters Score -2004529 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2004857.125000 Penalty: 2948.050781
	Iteration 13Q: 3 clusters Score -2004857 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2005045.500000 Penalty: 2948.050781
	Iteration 14Q: 3 clusters Score -2005046 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2005181.375000 Penalty: 2948.050781
	Iteration 15Q: 3 clusters Score -2005181 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2005248.250000 Penalty: 2948.050781
	Iteration 16Q: 3 clusters Score -2005248 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2005290.250000 Penalty: 2948.050781
	Iteration 17Q: 3 clusters Score -2005290 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2005311.250000 Penalty: 2948.050781
	Iteration 18Q: 3 clusters Score -2005311 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2005340.000000 Penalty: 2948.050781
	Iteration 19Q: 3 clusters Score -2005340 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2005358.500000 Penalty: 2948.050781
	Iteration 20F: 3 clusters Score -2005358 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2005377.000000 Penalty: 2948.050781
	Iteration 21Q: 3 clusters Score -2005377 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2005389.875000 Penalty: 2948.050781
	Iteration 22Q: 3 clusters Score -2005390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2005394.750000 Penalty: 2948.050781
	Iteration 23Q: 3 clusters Score -2005395 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2005400.875000 Penalty: 2948.050781
	Iteration 24Q: 3 clusters Score -2005401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2005402.750000 Penalty: 2948.050781
	Iteration 25Q: 3 clusters Score -2005403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2005406.125000 Penalty: 2948.050781
	Iteration 26Q: 3 clusters Score -2005406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2005411.125000 Penalty: 2948.050781
	Iteration 27Q: 3 clusters Score -2005411 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2005412.375000 Penalty: 2948.050781
	Iteration 28Q: 3 clusters Score -2005412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2005417.625000 Penalty: 2948.050781
	Iteration 29Q: 3 clusters Score -2005418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2005424.375000 Penalty: 2948.050781
	Iteration 30Q: 3 clusters Score -2005424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2005431.750000 Penalty: 2948.050781
	Iteration 31Q: 3 clusters Score -2005432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2005440.000000 Penalty: 2948.050781
	Iteration 32Q: 3 clusters Score -2005440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2005445.250000 Penalty: 2948.050781
	Iteration 33Q: 3 clusters Score -2005445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2005455.875000 Penalty: 2948.050781
	Iteration 34Q: 3 clusters Score -2005456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2005463.875000 Penalty: 2948.050781
	Iteration 35Q: 3 clusters Score -2005464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2005472.750000 Penalty: 2948.050781
	Iteration 36Q: 3 clusters Score -2005473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2005481.750000 Penalty: 2948.050781
	Iteration 37Q: 3 clusters Score -2005482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2005489.500000 Penalty: 2948.050781
	Iteration 38Q: 3 clusters Score -2005490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2005494.375000 Penalty: 2948.050781
	Iteration 39Q: 3 clusters Score -2005494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2005498.000000 Penalty: 2948.050781
	Iteration 40F: 3 clusters Score -2005498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2005500.250000 Penalty: 2948.050781
	Iteration 41Q: 3 clusters Score -2005500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2005501.125000 Penalty: 2948.050781
	Iteration 42Q: 3 clusters Score -2005501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2005503.750000 Penalty: 2948.050781
	Iteration 43Q: 3 clusters Score -2005504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2005502.625000 Penalty: 2948.050781
	Iteration 44Q: 3 clusters Score -2005503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2005502.625000 Penalty: 2948.050781
	Iteration 45F: 3 clusters Score -2005503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (22679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Entering Unmasked Estep 
Score: -2211029.000000 Penalty: 1492.344238
	Iteration 0F: 2 clusters Score -2211029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -2196146.250000 Penalty: 2984.688477
	Iteration 0F: 3 clusters Score -2196146 nChanged 10088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -2201550.250000 Penalty: 2984.688477
	Iteration 1F: 3 clusters Score -2201550 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -2202013.750000 Penalty: 2984.688477
	Iteration 2F: 3 clusters Score -2202014 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -2202422.750000 Penalty: 2984.688477
	Iteration 3Q: 3 clusters Score -2202423 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -2202819.250000 Penalty: 2984.688477
	Iteration 4Q: 3 clusters Score -2202819 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -2203265.750000 Penalty: 2984.688477
	Iteration 5Q: 3 clusters Score -2203266 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -2203759.250000 Penalty: 2984.688477
	Iteration 6Q: 3 clusters Score -2203759 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -2204331.000000 Penalty: 2984.688477
	Iteration 7Q: 3 clusters Score -2204331 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -2205008.500000 Penalty: 2984.688477
	Iteration 8Q: 3 clusters Score -2205008 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -2205799.500000 Penalty: 2984.688477
	Iteration 9F: 3 clusters Score -2205800 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -2206644.250000 Penalty: 2984.688477
	Iteration 10F: 3 clusters Score -2206644 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -2207398.250000 Penalty: 2984.688477
	Iteration 11Q: 3 clusters Score -2207398 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -2207963.000000 Penalty: 2984.688477
	Iteration 12Q: 3 clusters Score -2207963 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -2208328.750000 Penalty: 2984.688477
	Iteration 13Q: 3 clusters Score -2208329 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -2208563.250000 Penalty: 2984.688477
	Iteration 14Q: 3 clusters Score -2208563 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -2208734.250000 Penalty: 2984.688477
	Iteration 15Q: 3 clusters Score -2208734 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -2208833.500000 Penalty: 2984.688477
	Iteration 16Q: 3 clusters Score -2208834 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -2208949.500000 Penalty: 2984.688477
	Iteration 17Q: 3 clusters Score -2208950 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -2209046.750000 Penalty: 2984.688477
	Iteration 18Q: 3 clusters Score -2209047 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -2209127.750000 Penalty: 2984.688477
	Iteration 19Q: 3 clusters Score -2209128 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -2209194.750000 Penalty: 2984.688477
	Iteration 20F: 3 clusters Score -2209195 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -2209273.500000 Penalty: 2984.688477
	Iteration 21Q: 3 clusters Score -2209274 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -2209318.250000 Penalty: 2984.688477
	Iteration 22Q: 3 clusters Score -2209318 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -2209360.250000 Penalty: 2984.688477
	Iteration 23Q: 3 clusters Score -2209360 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -2209410.000000 Penalty: 2984.688477
	Iteration 24Q: 3 clusters Score -2209410 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -2209456.250000 Penalty: 2984.688477
	Iteration 25Q: 3 clusters Score -2209456 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -2209501.250000 Penalty: 2984.688477
	Iteration 26Q: 3 clusters Score -2209501 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -2209533.750000 Penalty: 2984.688477
	Iteration 27Q: 3 clusters Score -2209534 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -2209563.250000 Penalty: 2984.688477
	Iteration 28Q: 3 clusters Score -2209563 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -2209585.500000 Penalty: 2984.688477
	Iteration 29Q: 3 clusters Score -2209586 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -2209619.000000 Penalty: 2984.688477
	Iteration 30Q: 3 clusters Score -2209619 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -2209634.500000 Penalty: 2984.688477
	Iteration 31Q: 3 clusters Score -2209634 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -2209669.250000 Penalty: 2984.688477
	Iteration 32Q: 3 clusters Score -2209669 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -2209686.250000 Penalty: 2984.688477
	Iteration 33Q: 3 clusters Score -2209686 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -2209717.000000 Penalty: 2984.688477
	Iteration 34Q: 3 clusters Score -2209717 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -2209728.250000 Penalty: 2984.688477
	Iteration 35Q: 3 clusters Score -2209728 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -2209753.000000 Penalty: 2984.688477
	Iteration 36Q: 3 clusters Score -2209753 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -2209780.500000 Penalty: 2984.688477
	Iteration 37Q: 3 clusters Score -2209780 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -2209799.250000 Penalty: 2984.688477
	Iteration 38Q: 3 clusters Score -2209799 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -2209829.000000 Penalty: 2984.688477
	Iteration 39Q: 3 clusters Score -2209829 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -2209845.000000 Penalty: 2984.688477
	Iteration 40F: 3 clusters Score -2209845 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -2209869.750000 Penalty: 2984.688477
	Iteration 41Q: 3 clusters Score -2209870 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -2209885.250000 Penalty: 2984.688477
	Iteration 42Q: 3 clusters Score -2209885 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -2209905.250000 Penalty: 2984.688477
	Iteration 43Q: 3 clusters Score -2209905 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -2209917.000000 Penalty: 2984.688477
	Iteration 44Q: 3 clusters Score -2209917 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -2209925.250000 Penalty: 2984.688477
	Iteration 45Q: 3 clusters Score -2209925 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -2209936.500000 Penalty: 2984.688477
	Iteration 46Q: 3 clusters Score -2209936 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -2209953.000000 Penalty: 2984.688477
	Iteration 47Q: 3 clusters Score -2209953 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -2209953.500000 Penalty: 2984.688477
	Iteration 48Q: 3 clusters Score -2209954 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -2209960.500000 Penalty: 2984.688477
	Iteration 49Q: 3 clusters Score -2209960 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -2209963.000000 Penalty: 2984.688477
	Iteration 50Q: 3 clusters Score -2209963 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -2209967.750000 Penalty: 2984.688477
	Iteration 51Q: 3 clusters Score -2209968 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -2209966.750000 Penalty: 2984.688477
	Iteration 52Q: 3 clusters Score -2209967 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -2209973.000000 Penalty: 2984.688477
	Iteration 53Q: 3 clusters Score -2209973 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -2209976.250000 Penalty: 2984.688477
	Iteration 54Q: 3 clusters Score -2209976 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -2209978.500000 Penalty: 2984.688477
	Iteration 55Q: 3 clusters Score -2209978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -2209977.000000 Penalty: 2984.688477
	Iteration 56Q: 3 clusters Score -2209977 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -2209979.500000 Penalty: 2984.688477
	Iteration 57Q: 3 clusters Score -2209980 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -2209983.250000 Penalty: 2984.688477
	Iteration 58Q: 3 clusters Score -2209983 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -2209989.000000 Penalty: 2984.688477
	Iteration 59Q: 3 clusters Score -2209989 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -2209994.500000 Penalty: 2984.688477
	Iteration 60F: 3 clusters Score -2209994 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -2209994.750000 Penalty: 2984.688477
	Iteration 61Q: 3 clusters Score -2209995 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -2210000.500000 Penalty: 2984.688477
	Iteration 62Q: 3 clusters Score -2210000 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -2210002.500000 Penalty: 2984.688477
	Iteration 63Q: 3 clusters Score -2210002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -2210008.250000 Penalty: 2984.688477
	Iteration 64Q: 3 clusters Score -2210008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -2210010.000000 Penalty: 2984.688477
	Iteration 65Q: 3 clusters Score -2210010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -2210010.250000 Penalty: 2984.688477
	Iteration 66Q: 3 clusters Score -2210010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -2210005.000000 Penalty: 2984.688477
	Iteration 67Q: 3 clusters Score -2210005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -2210006.500000 Penalty: 2984.688477
	Iteration 68Q: 3 clusters Score -2210006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -2210007.000000 Penalty: 2984.688477
	Iteration 69Q: 3 clusters Score -2210007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -2210006.500000 Penalty: 2984.688477
	Iteration 70Q: 3 clusters Score -2210006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -2210007.750000 Penalty: 2984.688477
	Iteration 71Q: 3 clusters Score -2210008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -2210007.750000 Penalty: 2984.688477
	Iteration 72F: 3 clusters Score -2210008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (49752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49752 members 
Entering Unmasked Estep 
Score: -4971394.000000 Penalty: 1609.243164
	Iteration 0F: 2 clusters Score -4971394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
Score: -4938914.500000 Penalty: 3218.486328
	Iteration 0F: 3 clusters Score -4938914 nChanged 23071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 26005 members 
Entering Unmasked Estep 
Score: -4951822.500000 Penalty: 3218.486328
	Iteration 1F: 3 clusters Score -4951822 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22977 members 
Mstep: Class 2 contains 26775 members 
Entering Unmasked Estep 
Score: -4952513.000000 Penalty: 3218.486328
	Iteration 2Q: 3 clusters Score -4952513 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 27927 members 
Entering Unmasked Estep 
Score: -4953323.000000 Penalty: 3218.486328
	Iteration 3Q: 3 clusters Score -4953323 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 29565 members 
Entering Unmasked Estep 
Score: -4954318.500000 Penalty: 3218.486328
	Iteration 4Q: 3 clusters Score -4954318 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 31871 members 
Entering Unmasked Estep 
Score: -4955780.000000 Penalty: 3218.486328
	Iteration 5F: 3 clusters Score -4955780 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 34834 members 
Entering Unmasked Estep 
Score: -4957942.000000 Penalty: 3218.486328
	Iteration 6F: 3 clusters Score -4957942 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 38238 members 
Entering Unmasked Estep 
Score: -4960739.000000 Penalty: 3218.486328
	Iteration 7F: 3 clusters Score -4960739 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 41654 members 
Entering Unmasked Estep 
Score: -4963950.000000 Penalty: 3218.486328
	Iteration 8F: 3 clusters Score -4963950 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 44234 members 
Entering Unmasked Estep 
Score: -4966301.000000 Penalty: 3218.486328
	Iteration 9F: 3 clusters Score -4966301 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 45921 members 
Entering Unmasked Estep 
Score: -4967839.000000 Penalty: 3218.486328
	Iteration 10Q: 3 clusters Score -4967839 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 46975 members 
Entering Unmasked Estep 
Score: -4968729.000000 Penalty: 3218.486328
	Iteration 11Q: 3 clusters Score -4968729 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 47607 members 
Entering Unmasked Estep 
Score: -4969192.500000 Penalty: 3218.486328
	Iteration 12Q: 3 clusters Score -4969192 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 48031 members 
Entering Unmasked Estep 
Score: -4969500.500000 Penalty: 3218.486328
	Iteration 13Q: 3 clusters Score -4969500 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 48316 members 
Entering Unmasked Estep 
Score: -4969659.000000 Penalty: 3218.486328
	Iteration 14Q: 3 clusters Score -4969659 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 48521 members 
Entering Unmasked Estep 
Score: -4969789.500000 Penalty: 3218.486328
	Iteration 15Q: 3 clusters Score -4969790 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 48680 members 
Entering Unmasked Estep 
Score: -4969890.500000 Penalty: 3218.486328
	Iteration 16Q: 3 clusters Score -4969890 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 48785 members 
Entering Unmasked Estep 
Score: -4969947.500000 Penalty: 3218.486328
	Iteration 17Q: 3 clusters Score -4969948 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 48856 members 
Entering Unmasked Estep 
Score: -4970001.000000 Penalty: 3218.486328
	Iteration 18Q: 3 clusters Score -4970001 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 48925 members 
Entering Unmasked Estep 
Score: -4970049.500000 Penalty: 3218.486328
	Iteration 19Q: 3 clusters Score -4970050 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 48976 members 
Entering Unmasked Estep 
Score: -4970070.000000 Penalty: 3218.486328
	Iteration 20F: 3 clusters Score -4970070 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 49007 members 
Entering Unmasked Estep 
Score: -4970096.500000 Penalty: 3218.486328
	Iteration 21Q: 3 clusters Score -4970096 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 49026 members 
Entering Unmasked Estep 
Score: -4970096.500000 Penalty: 3218.486328
	Iteration 22Q: 3 clusters Score -4970096 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 49047 members 
Entering Unmasked Estep 
Score: -4970121.000000 Penalty: 3218.486328
	Iteration 23Q: 3 clusters Score -4970121 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 49064 members 
Entering Unmasked Estep 
Score: -4970127.500000 Penalty: 3218.486328
	Iteration 24Q: 3 clusters Score -4970128 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 49080 members 
Entering Unmasked Estep 
Score: -4970138.000000 Penalty: 3218.486328
	Iteration 25Q: 3 clusters Score -4970138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 49091 members 
Entering Unmasked Estep 
Score: -4970135.000000 Penalty: 3218.486328
	Iteration 26Q: 3 clusters Score -4970135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 49100 members 
Entering Unmasked Estep 
Score: -4970138.000000 Penalty: 3218.486328
	Iteration 27Q: 3 clusters Score -4970138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 49108 members 
Entering Unmasked Estep 
Score: -4970146.500000 Penalty: 3218.486328
	Iteration 28Q: 3 clusters Score -4970146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 49114 members 
Entering Unmasked Estep 
Score: -4970154.500000 Penalty: 3218.486328
	Iteration 29Q: 3 clusters Score -4970154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 49121 members 
Entering Unmasked Estep 
Score: -4970154.000000 Penalty: 3218.486328
	Iteration 30Q: 3 clusters Score -4970154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 49131 members 
Entering Unmasked Estep 
Score: -4970163.000000 Penalty: 3218.486328
	Iteration 31Q: 3 clusters Score -4970163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 49138 members 
Entering Unmasked Estep 
Score: -4970167.500000 Penalty: 3218.486328
	Iteration 32Q: 3 clusters Score -4970168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 49144 members 
Entering Unmasked Estep 
Score: -4970172.500000 Penalty: 3218.486328
	Iteration 33Q: 3 clusters Score -4970172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 49150 members 
Entering Unmasked Estep 
Score: -4970172.000000 Penalty: 3218.486328
	Iteration 34Q: 3 clusters Score -4970172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 49153 members 
Entering Unmasked Estep 
Score: -4970181.000000 Penalty: 3218.486328
	Iteration 35Q: 3 clusters Score -4970181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 49157 members 
Entering Unmasked Estep 
Score: -4970177.500000 Penalty: 3218.486328
	Iteration 36Q: 3 clusters Score -4970178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 49159 members 
Entering Unmasked Estep 
Score: -4970184.500000 Penalty: 3218.486328
	Iteration 37Q: 3 clusters Score -4970184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 49159 members 
Entering Unmasked Estep 
Score: -4970184.500000 Penalty: 3218.486328
	Iteration 38F: 3 clusters Score -4970184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -376319.125000 Penalty: 1236.406616
	Iteration 0F: 2 clusters Score -376319.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -373261.312500 Penalty: 2472.813232
	Iteration 0F: 3 clusters Score -373261.3 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -374166.875000 Penalty: 2472.813232
	Iteration 1F: 3 clusters Score -374166.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -374350.187500 Penalty: 2472.813232
	Iteration 2F: 3 clusters Score -374350.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -374489.656250 Penalty: 2472.813232
	Iteration 3Q: 3 clusters Score -374489.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -374572.406250 Penalty: 2472.813232
	Iteration 4Q: 3 clusters Score -374572.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -374629.406250 Penalty: 2472.813232
	Iteration 5Q: 3 clusters Score -374629.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -374679.156250 Penalty: 2472.813232
	Iteration 6Q: 3 clusters Score -374679.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -374719.875000 Penalty: 2472.813232
	Iteration 7Q: 3 clusters Score -374719.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -374752.656250 Penalty: 2472.813232
	Iteration 8Q: 3 clusters Score -374752.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -374797.718750 Penalty: 2472.813232
	Iteration 9Q: 3 clusters Score -374797.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -374838.500000 Penalty: 2472.813232
	Iteration 10Q: 3 clusters Score -374838.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -374870.625000 Penalty: 2472.813232
	Iteration 11Q: 3 clusters Score -374870.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -374895.625000 Penalty: 2472.813232
	Iteration 12Q: 3 clusters Score -374895.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -374916.437500 Penalty: 2472.813232
	Iteration 13Q: 3 clusters Score -374916.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -374937.000000 Penalty: 2472.813232
	Iteration 14Q: 3 clusters Score -374937 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -374955.937500 Penalty: 2472.813232
	Iteration 15Q: 3 clusters Score -374955.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -374976.843750 Penalty: 2472.813232
	Iteration 16Q: 3 clusters Score -374976.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -374996.750000 Penalty: 2472.813232
	Iteration 17Q: 3 clusters Score -374996.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -375014.500000 Penalty: 2472.813232
	Iteration 18Q: 3 clusters Score -375014.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -375032.218750 Penalty: 2472.813232
	Iteration 19Q: 3 clusters Score -375032.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -375052.312500 Penalty: 2472.813232
	Iteration 20F: 3 clusters Score -375052.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -375070.406250 Penalty: 2472.813232
	Iteration 21Q: 3 clusters Score -375070.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -375093.125000 Penalty: 2472.813232
	Iteration 22Q: 3 clusters Score -375093.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -375118.031250 Penalty: 2472.813232
	Iteration 23Q: 3 clusters Score -375118 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -375141.906250 Penalty: 2472.813232
	Iteration 24Q: 3 clusters Score -375141.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -375159.906250 Penalty: 2472.813232
	Iteration 25Q: 3 clusters Score -375159.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -375172.593750 Penalty: 2472.813232
	Iteration 26Q: 3 clusters Score -375172.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -375181.062500 Penalty: 2472.813232
	Iteration 27Q: 3 clusters Score -375181.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -375192.812500 Penalty: 2472.813232
	Iteration 28Q: 3 clusters Score -375192.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -375209.625000 Penalty: 2472.813232
	Iteration 29Q: 3 clusters Score -375209.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -375227.531250 Penalty: 2472.813232
	Iteration 30Q: 3 clusters Score -375227.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -375247.218750 Penalty: 2472.813232
	Iteration 31Q: 3 clusters Score -375247.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -375266.093750 Penalty: 2472.813232
	Iteration 32Q: 3 clusters Score -375266.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -375273.593750 Penalty: 2472.813232
	Iteration 33Q: 3 clusters Score -375273.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -375282.375000 Penalty: 2472.813232
	Iteration 34Q: 3 clusters Score -375282.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -375289.468750 Penalty: 2472.813232
	Iteration 35Q: 3 clusters Score -375289.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -375294.500000 Penalty: 2472.813232
	Iteration 36Q: 3 clusters Score -375294.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -375298.187500 Penalty: 2472.813232
	Iteration 37Q: 3 clusters Score -375298.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -375301.468750 Penalty: 2472.813232
	Iteration 38Q: 3 clusters Score -375301.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -375305.375000 Penalty: 2472.813232
	Iteration 39Q: 3 clusters Score -375305.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -375309.312500 Penalty: 2472.813232
	Iteration 40F: 3 clusters Score -375309.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -375314.250000 Penalty: 2472.813232
	Iteration 41Q: 3 clusters Score -375314.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -375319.125000 Penalty: 2472.813232
	Iteration 42Q: 3 clusters Score -375319.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -375326.031250 Penalty: 2472.813232
	Iteration 43Q: 3 clusters Score -375326 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -375335.687500 Penalty: 2472.813232
	Iteration 44Q: 3 clusters Score -375335.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -375345.281250 Penalty: 2472.813232
	Iteration 45Q: 3 clusters Score -375345.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -375353.625000 Penalty: 2472.813232
	Iteration 46Q: 3 clusters Score -375353.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -375362.093750 Penalty: 2472.813232
	Iteration 47Q: 3 clusters Score -375362.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -375368.468750 Penalty: 2472.813232
	Iteration 48Q: 3 clusters Score -375368.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -375375.750000 Penalty: 2472.813232
	Iteration 49Q: 3 clusters Score -375375.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -375378.375000 Penalty: 2472.813232
	Iteration 50Q: 3 clusters Score -375378.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -375381.750000 Penalty: 2472.813232
	Iteration 51Q: 3 clusters Score -375381.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -375385.625000 Penalty: 2472.813232
	Iteration 52Q: 3 clusters Score -375385.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -375392.156250 Penalty: 2472.813232
	Iteration 53Q: 3 clusters Score -375392.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -375396.343750 Penalty: 2472.813232
	Iteration 54Q: 3 clusters Score -375396.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -375398.031250 Penalty: 2472.813232
	Iteration 55Q: 3 clusters Score -375398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -375400.500000 Penalty: 2472.813232
	Iteration 56Q: 3 clusters Score -375400.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -375401.718750 Penalty: 2472.813232
	Iteration 57Q: 3 clusters Score -375401.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -375405.125000 Penalty: 2472.813232
	Iteration 58Q: 3 clusters Score -375405.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -375409.562500 Penalty: 2472.813232
	Iteration 59Q: 3 clusters Score -375409.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -375414.312500 Penalty: 2472.813232
	Iteration 60F: 3 clusters Score -375414.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -375419.781250 Penalty: 2472.813232
	Iteration 61Q: 3 clusters Score -375419.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -375428.062500 Penalty: 2472.813232
	Iteration 62Q: 3 clusters Score -375428.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -375433.281250 Penalty: 2472.813232
	Iteration 63Q: 3 clusters Score -375433.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -375438.093750 Penalty: 2472.813232
	Iteration 64Q: 3 clusters Score -375438.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -375446.218750 Penalty: 2472.813232
	Iteration 65Q: 3 clusters Score -375446.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -375452.593750 Penalty: 2472.813232
	Iteration 66Q: 3 clusters Score -375452.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -375456.968750 Penalty: 2472.813232
	Iteration 67Q: 3 clusters Score -375457 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -375461.343750 Penalty: 2472.813232
	Iteration 68Q: 3 clusters Score -375461.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -375463.875000 Penalty: 2472.813232
	Iteration 69Q: 3 clusters Score -375463.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -375466.781250 Penalty: 2472.813232
	Iteration 70Q: 3 clusters Score -375466.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -375472.093750 Penalty: 2472.813232
	Iteration 71Q: 3 clusters Score -375472.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -375475.968750 Penalty: 2472.813232
	Iteration 72Q: 3 clusters Score -375476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -375477.906250 Penalty: 2472.813232
	Iteration 73Q: 3 clusters Score -375477.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -375478.500000 Penalty: 2472.813232
	Iteration 74Q: 3 clusters Score -375478.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -375479.875000 Penalty: 2472.813232
	Iteration 75Q: 3 clusters Score -375479.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -375480.937500 Penalty: 2472.813232
	Iteration 76Q: 3 clusters Score -375480.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -375481.531250 Penalty: 2472.813232
	Iteration 77Q: 3 clusters Score -375481.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -375481.531250 Penalty: 2472.813232
	Iteration 78F: 3 clusters Score -375481.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Entering Unmasked Estep 
Score: -1019809.625000 Penalty: 1368.249756
	Iteration 0F: 2 clusters Score -1019810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1013136.000000 Penalty: 2736.499512
	Iteration 0F: 3 clusters Score -1013136 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1015341.187500 Penalty: 2736.499512
	Iteration 1F: 3 clusters Score -1015341 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1015608.937500 Penalty: 2736.499512
	Iteration 2F: 3 clusters Score -1015609 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1015799.875000 Penalty: 2736.499512
	Iteration 3Q: 3 clusters Score -1015800 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1015961.750000 Penalty: 2736.499512
	Iteration 4Q: 3 clusters Score -1015962 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1016113.125000 Penalty: 2736.499512
	Iteration 5Q: 3 clusters Score -1016113 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1016235.625000 Penalty: 2736.499512
	Iteration 6Q: 3 clusters Score -1016236 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1016366.875000 Penalty: 2736.499512
	Iteration 7Q: 3 clusters Score -1016367 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1016510.000000 Penalty: 2736.499512
	Iteration 8Q: 3 clusters Score -1016510 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1016687.562500 Penalty: 2736.499512
	Iteration 9Q: 3 clusters Score -1016688 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1016915.062500 Penalty: 2736.499512
	Iteration 10Q: 3 clusters Score -1016915 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1017164.625000 Penalty: 2736.499512
	Iteration 11Q: 3 clusters Score -1017165 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1017430.437500 Penalty: 2736.499512
	Iteration 12Q: 3 clusters Score -1017430 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1017723.687500 Penalty: 2736.499512
	Iteration 13Q: 3 clusters Score -1017724 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1017967.375000 Penalty: 2736.499512
	Iteration 14Q: 3 clusters Score -1017967 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1018184.375000 Penalty: 2736.499512
	Iteration 15Q: 3 clusters Score -1018184 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1018377.000000 Penalty: 2736.499512
	Iteration 16Q: 3 clusters Score -1018377 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1018546.875000 Penalty: 2736.499512
	Iteration 17Q: 3 clusters Score -1018547 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1018681.375000 Penalty: 2736.499512
	Iteration 18Q: 3 clusters Score -1018681 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1018767.500000 Penalty: 2736.499512
	Iteration 19Q: 3 clusters Score -1018768 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1018851.062500 Penalty: 2736.499512
	Iteration 20F: 3 clusters Score -1018851 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1018910.250000 Penalty: 2736.499512
	Iteration 21Q: 3 clusters Score -1018910 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1018946.812500 Penalty: 2736.499512
	Iteration 22Q: 3 clusters Score -1018947 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1018968.437500 Penalty: 2736.499512
	Iteration 23Q: 3 clusters Score -1018968 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1018990.312500 Penalty: 2736.499512
	Iteration 24Q: 3 clusters Score -1018990 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1019003.250000 Penalty: 2736.499512
	Iteration 25Q: 3 clusters Score -1019003 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1019011.250000 Penalty: 2736.499512
	Iteration 26Q: 3 clusters Score -1019011 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1019019.687500 Penalty: 2736.499512
	Iteration 27Q: 3 clusters Score -1019020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1019027.687500 Penalty: 2736.499512
	Iteration 28Q: 3 clusters Score -1019028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1019033.937500 Penalty: 2736.499512
	Iteration 29Q: 3 clusters Score -1019034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1019038.187500 Penalty: 2736.499512
	Iteration 30Q: 3 clusters Score -1019038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1019043.875000 Penalty: 2736.499512
	Iteration 31Q: 3 clusters Score -1019044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1019051.312500 Penalty: 2736.499512
	Iteration 32Q: 3 clusters Score -1019051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1019059.125000 Penalty: 2736.499512
	Iteration 33Q: 3 clusters Score -1019059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1019062.562500 Penalty: 2736.499512
	Iteration 34Q: 3 clusters Score -1019063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1019066.187500 Penalty: 2736.499512
	Iteration 35Q: 3 clusters Score -1019066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1019068.125000 Penalty: 2736.499512
	Iteration 36Q: 3 clusters Score -1019068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1019072.125000 Penalty: 2736.499512
	Iteration 37Q: 3 clusters Score -1019072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1019076.062500 Penalty: 2736.499512
	Iteration 38Q: 3 clusters Score -1019076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1019076.687500 Penalty: 2736.499512
	Iteration 39Q: 3 clusters Score -1019077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1019077.750000 Penalty: 2736.499512
	Iteration 40F: 3 clusters Score -1019078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1019078.187500 Penalty: 2736.499512
	Iteration 41Q: 3 clusters Score -1019078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1019081.687500 Penalty: 2736.499512
	Iteration 42Q: 3 clusters Score -1019082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1019081.875000 Penalty: 2736.499512
	Iteration 43Q: 3 clusters Score -1019082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1019085.062500 Penalty: 2736.499512
	Iteration 44Q: 3 clusters Score -1019085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1019087.187500 Penalty: 2736.499512
	Iteration 45Q: 3 clusters Score -1019087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1019087.937500 Penalty: 2736.499512
	Iteration 46Q: 3 clusters Score -1019088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1019088.875000 Penalty: 2736.499512
	Iteration 47Q: 3 clusters Score -1019089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1019088.875000 Penalty: 2736.499512
	Iteration 48F: 3 clusters Score -1019089 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Entering Unmasked Estep 
Score: -148048.843750 Penalty: 1113.757568
	Iteration 0F: 2 clusters Score -148048.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -146343.125000 Penalty: 2227.515137
	Iteration 0F: 3 clusters Score -146343.1 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -146826.453125 Penalty: 2227.515137
	Iteration 1F: 3 clusters Score -146826.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -146972.234375 Penalty: 2227.515137
	Iteration 2F: 3 clusters Score -146972.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -147052.375000 Penalty: 2227.515137
	Iteration 3Q: 3 clusters Score -147052.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -147123.156250 Penalty: 2227.515137
	Iteration 4Q: 3 clusters Score -147123.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -147181.875000 Penalty: 2227.515137
	Iteration 5Q: 3 clusters Score -147181.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -147213.859375 Penalty: 2227.515137
	Iteration 6Q: 3 clusters Score -147213.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -147234.093750 Penalty: 2227.515137
	Iteration 7Q: 3 clusters Score -147234.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -147252.703125 Penalty: 2227.515137
	Iteration 8Q: 3 clusters Score -147252.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -147262.046875 Penalty: 2227.515137
	Iteration 9Q: 3 clusters Score -147262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -147267.156250 Penalty: 2227.515137
	Iteration 10Q: 3 clusters Score -147267.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -147270.625000 Penalty: 2227.515137
	Iteration 11Q: 3 clusters Score -147270.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -147271.578125 Penalty: 2227.515137
	Iteration 12Q: 3 clusters Score -147271.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -147272.234375 Penalty: 2227.515137
	Iteration 13Q: 3 clusters Score -147272.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -147274.859375 Penalty: 2227.515137
	Iteration 14Q: 3 clusters Score -147274.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -147278.609375 Penalty: 2227.515137
	Iteration 15Q: 3 clusters Score -147278.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -147285.484375 Penalty: 2227.515137
	Iteration 16Q: 3 clusters Score -147285.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -147289.703125 Penalty: 2227.515137
	Iteration 17Q: 3 clusters Score -147289.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -147297.734375 Penalty: 2227.515137
	Iteration 18Q: 3 clusters Score -147297.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -147304.984375 Penalty: 2227.515137
	Iteration 19Q: 3 clusters Score -147305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -147309.546875 Penalty: 2227.515137
	Iteration 20F: 3 clusters Score -147309.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -147313.359375 Penalty: 2227.515137
	Iteration 21Q: 3 clusters Score -147313.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -147315.375000 Penalty: 2227.515137
	Iteration 22Q: 3 clusters Score -147315.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -147316.812500 Penalty: 2227.515137
	Iteration 23Q: 3 clusters Score -147316.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -147321.046875 Penalty: 2227.515137
	Iteration 24Q: 3 clusters Score -147321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -147322.265625 Penalty: 2227.515137
	Iteration 25Q: 3 clusters Score -147322.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -147322.265625 Penalty: 2227.515137
	Iteration 26F: 3 clusters Score -147322.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Entering Unmasked Estep 
Score: -503190.937500 Penalty: 1276.281250
	Iteration 0F: 2 clusters Score -503190.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -499267.156250 Penalty: 2552.562500
	Iteration 0F: 3 clusters Score -499267.2 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -500514.187500 Penalty: 2552.562500
	Iteration 1F: 3 clusters Score -500514.2 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -500952.031250 Penalty: 2552.562500
	Iteration 2F: 3 clusters Score -500952 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -501394.843750 Penalty: 2552.562500
	Iteration 3F: 3 clusters Score -501394.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -501794.156250 Penalty: 2552.562500
	Iteration 4F: 3 clusters Score -501794.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -502083.562500 Penalty: 2552.562500
	Iteration 5F: 3 clusters Score -502083.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -502314.500000 Penalty: 2552.562500
	Iteration 6Q: 3 clusters Score -502314.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -502505.000000 Penalty: 2552.562500
	Iteration 7Q: 3 clusters Score -502505 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -502643.031250 Penalty: 2552.562500
	Iteration 8Q: 3 clusters Score -502643 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -502726.625000 Penalty: 2552.562500
	Iteration 9Q: 3 clusters Score -502726.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -502786.687500 Penalty: 2552.562500
	Iteration 10Q: 3 clusters Score -502786.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -502832.343750 Penalty: 2552.562500
	Iteration 11Q: 3 clusters Score -502832.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -502867.812500 Penalty: 2552.562500
	Iteration 12Q: 3 clusters Score -502867.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -502888.531250 Penalty: 2552.562500
	Iteration 13Q: 3 clusters Score -502888.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -502901.781250 Penalty: 2552.562500
	Iteration 14Q: 3 clusters Score -502901.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -502911.562500 Penalty: 2552.562500
	Iteration 15Q: 3 clusters Score -502911.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -502917.843750 Penalty: 2552.562500
	Iteration 16Q: 3 clusters Score -502917.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -502929.312500 Penalty: 2552.562500
	Iteration 17Q: 3 clusters Score -502929.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -502937.531250 Penalty: 2552.562500
	Iteration 18Q: 3 clusters Score -502937.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -502943.750000 Penalty: 2552.562500
	Iteration 19Q: 3 clusters Score -502943.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -502948.843750 Penalty: 2552.562500
	Iteration 20F: 3 clusters Score -502948.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -502951.812500 Penalty: 2552.562500
	Iteration 21Q: 3 clusters Score -502951.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -502954.781250 Penalty: 2552.562500
	Iteration 22Q: 3 clusters Score -502954.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -502956.437500 Penalty: 2552.562500
	Iteration 23Q: 3 clusters Score -502956.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -502961.375000 Penalty: 2552.562500
	Iteration 24Q: 3 clusters Score -502961.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -502962.781250 Penalty: 2552.562500
	Iteration 25Q: 3 clusters Score -502962.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -502964.500000 Penalty: 2552.562500
	Iteration 26Q: 3 clusters Score -502964.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -502966.093750 Penalty: 2552.562500
	Iteration 27Q: 3 clusters Score -502966.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -502964.625000 Penalty: 2552.562500
	Iteration 28Q: 3 clusters Score -502964.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -502966.468750 Penalty: 2552.562500
	Iteration 29Q: 3 clusters Score -502966.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -502968.281250 Penalty: 2552.562500
	Iteration 30Q: 3 clusters Score -502968.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -502968.000000 Penalty: 2552.562500
	Iteration 31Q: 3 clusters Score -502968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -502967.781250 Penalty: 2552.562500
	Iteration 32Q: 3 clusters Score -502967.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -502968.531250 Penalty: 2552.562500
	Iteration 33Q: 3 clusters Score -502968.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -502968.656250 Penalty: 2552.562500
	Iteration 34Q: 3 clusters Score -502968.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -502968.906250 Penalty: 2552.562500
	Iteration 35Q: 3 clusters Score -502968.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -502968.906250 Penalty: 2552.562500
	Iteration 36F: 3 clusters Score -502968.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (40898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40898 members 
Entering Unmasked Estep 
Score: -4132222.000000 Penalty: 1580.082886
	Iteration 0F: 2 clusters Score -4132222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -4105574.750000 Penalty: 3160.165771
	Iteration 0F: 3 clusters Score -4105575 nChanged 18783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -4116206.750000 Penalty: 3160.165771
	Iteration 1F: 3 clusters Score -4116207 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -4116839.000000 Penalty: 3160.165771
	Iteration 2Q: 3 clusters Score -4116839 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22268 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -4117514.750000 Penalty: 3160.165771
	Iteration 3Q: 3 clusters Score -4117515 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -4118294.750000 Penalty: 3160.165771
	Iteration 4Q: 3 clusters Score -4118295 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23741 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -4119217.000000 Penalty: 3160.165771
	Iteration 5Q: 3 clusters Score -4119217 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24843 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -4120364.250000 Penalty: 3160.165771
	Iteration 6Q: 3 clusters Score -4120364 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26157 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -4121788.750000 Penalty: 3160.165771
	Iteration 7F: 3 clusters Score -4121789 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -4123269.750000 Penalty: 3160.165771
	Iteration 8F: 3 clusters Score -4123270 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -4124720.750000 Penalty: 3160.165771
	Iteration 9F: 3 clusters Score -4124721 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30029 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -4125887.250000 Penalty: 3160.165771
	Iteration 10Q: 3 clusters Score -4125887 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30986 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -4126692.250000 Penalty: 3160.165771
	Iteration 11Q: 3 clusters Score -4126692 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31792 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -4127223.000000 Penalty: 3160.165771
	Iteration 12Q: 3 clusters Score -4127223 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32500 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -4127590.250000 Penalty: 3160.165771
	Iteration 13Q: 3 clusters Score -4127590 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33165 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -4127871.750000 Penalty: 3160.165771
	Iteration 14Q: 3 clusters Score -4127872 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33799 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -4128135.250000 Penalty: 3160.165771
	Iteration 15Q: 3 clusters Score -4128135 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34369 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -4128378.250000 Penalty: 3160.165771
	Iteration 16Q: 3 clusters Score -4128378 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34959 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -4128633.000000 Penalty: 3160.165771
	Iteration 17Q: 3 clusters Score -4128633 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35519 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -4128837.750000 Penalty: 3160.165771
	Iteration 18Q: 3 clusters Score -4128838 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36022 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -4129058.500000 Penalty: 3160.165771
	Iteration 19Q: 3 clusters Score -4129058 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36515 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -4129258.250000 Penalty: 3160.165771
	Iteration 20F: 3 clusters Score -4129258 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36977 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -4129448.750000 Penalty: 3160.165771
	Iteration 21Q: 3 clusters Score -4129449 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37414 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -4129655.250000 Penalty: 3160.165771
	Iteration 22Q: 3 clusters Score -4129655 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37811 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -4129850.250000 Penalty: 3160.165771
	Iteration 23Q: 3 clusters Score -4129850 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38175 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -4130030.000000 Penalty: 3160.165771
	Iteration 24Q: 3 clusters Score -4130030 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38468 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -4130189.750000 Penalty: 3160.165771
	Iteration 25Q: 3 clusters Score -4130190 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38720 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -4130353.000000 Penalty: 3160.165771
	Iteration 26Q: 3 clusters Score -4130353 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38942 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -4130505.500000 Penalty: 3160.165771
	Iteration 27Q: 3 clusters Score -4130506 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39131 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -4130630.500000 Penalty: 3160.165771
	Iteration 28Q: 3 clusters Score -4130630 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39280 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -4130774.000000 Penalty: 3160.165771
	Iteration 29Q: 3 clusters Score -4130774 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39413 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -4130870.500000 Penalty: 3160.165771
	Iteration 30Q: 3 clusters Score -4130870 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39513 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -4130945.750000 Penalty: 3160.165771
	Iteration 31Q: 3 clusters Score -4130946 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39606 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -4131030.250000 Penalty: 3160.165771
	Iteration 32Q: 3 clusters Score -4131030 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39668 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -4131066.750000 Penalty: 3160.165771
	Iteration 33Q: 3 clusters Score -4131067 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39721 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -4131106.500000 Penalty: 3160.165771
	Iteration 34Q: 3 clusters Score -4131106 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39750 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -4131141.000000 Penalty: 3160.165771
	Iteration 35Q: 3 clusters Score -4131141 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39772 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -4131163.500000 Penalty: 3160.165771
	Iteration 36Q: 3 clusters Score -4131164 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39791 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -4131175.000000 Penalty: 3160.165771
	Iteration 37Q: 3 clusters Score -4131175 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39801 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -4131189.750000 Penalty: 3160.165771
	Iteration 38Q: 3 clusters Score -4131190 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39816 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -4131207.000000 Penalty: 3160.165771
	Iteration 39Q: 3 clusters Score -4131207 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39830 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -4131217.250000 Penalty: 3160.165771
	Iteration 40F: 3 clusters Score -4131217 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39840 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -4131226.000000 Penalty: 3160.165771
	Iteration 41Q: 3 clusters Score -4131226 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39842 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -4131232.750000 Penalty: 3160.165771
	Iteration 42Q: 3 clusters Score -4131233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39846 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -4131239.750000 Penalty: 3160.165771
	Iteration 43Q: 3 clusters Score -4131240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39854 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -4131242.500000 Penalty: 3160.165771
	Iteration 44Q: 3 clusters Score -4131242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39856 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -4131243.500000 Penalty: 3160.165771
	Iteration 45Q: 3 clusters Score -4131244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39859 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -4131245.000000 Penalty: 3160.165771
	Iteration 46Q: 3 clusters Score -4131245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39862 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -4131249.750000 Penalty: 3160.165771
	Iteration 47Q: 3 clusters Score -4131250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39862 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -4131249.750000 Penalty: 3160.165771
	Iteration 48F: 3 clusters Score -4131250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Entering Unmasked Estep 
Score: -870667.625000 Penalty: 1344.661133
	Iteration 0F: 2 clusters Score -870667.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -864827.187500 Penalty: 2689.322266
	Iteration 0F: 3 clusters Score -864827.2 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -866706.062500 Penalty: 2689.322266
	Iteration 1F: 3 clusters Score -866706.1 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -866954.250000 Penalty: 2689.322266
	Iteration 2F: 3 clusters Score -866954.2 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -867125.875000 Penalty: 2689.322266
	Iteration 3Q: 3 clusters Score -867125.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -867252.000000 Penalty: 2689.322266
	Iteration 4Q: 3 clusters Score -867252 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -867347.750000 Penalty: 2689.322266
	Iteration 5Q: 3 clusters Score -867347.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -867429.187500 Penalty: 2689.322266
	Iteration 6Q: 3 clusters Score -867429.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -867502.250000 Penalty: 2689.322266
	Iteration 7Q: 3 clusters Score -867502.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -867568.937500 Penalty: 2689.322266
	Iteration 8Q: 3 clusters Score -867568.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -867660.875000 Penalty: 2689.322266
	Iteration 9Q: 3 clusters Score -867660.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -867768.062500 Penalty: 2689.322266
	Iteration 10Q: 3 clusters Score -867768.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -867886.187500 Penalty: 2689.322266
	Iteration 11Q: 3 clusters Score -867886.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -868023.812500 Penalty: 2689.322266
	Iteration 12Q: 3 clusters Score -868023.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -868192.937500 Penalty: 2689.322266
	Iteration 13Q: 3 clusters Score -868192.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -868362.250000 Penalty: 2689.322266
	Iteration 14Q: 3 clusters Score -868362.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -868546.437500 Penalty: 2689.322266
	Iteration 15Q: 3 clusters Score -868546.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -868747.875000 Penalty: 2689.322266
	Iteration 16Q: 3 clusters Score -868747.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -868946.062500 Penalty: 2689.322266
	Iteration 17Q: 3 clusters Score -868946.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -869099.625000 Penalty: 2689.322266
	Iteration 18Q: 3 clusters Score -869099.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -869218.812500 Penalty: 2689.322266
	Iteration 19Q: 3 clusters Score -869218.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -869311.437500 Penalty: 2689.322266
	Iteration 20F: 3 clusters Score -869311.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -869376.937500 Penalty: 2689.322266
	Iteration 21Q: 3 clusters Score -869376.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -869427.937500 Penalty: 2689.322266
	Iteration 22Q: 3 clusters Score -869427.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -869462.437500 Penalty: 2689.322266
	Iteration 23Q: 3 clusters Score -869462.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -869489.312500 Penalty: 2689.322266
	Iteration 24Q: 3 clusters Score -869489.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -869513.062500 Penalty: 2689.322266
	Iteration 25Q: 3 clusters Score -869513.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -869536.437500 Penalty: 2689.322266
	Iteration 26Q: 3 clusters Score -869536.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -869555.687500 Penalty: 2689.322266
	Iteration 27Q: 3 clusters Score -869555.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -869563.062500 Penalty: 2689.322266
	Iteration 28Q: 3 clusters Score -869563.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -869569.625000 Penalty: 2689.322266
	Iteration 29Q: 3 clusters Score -869569.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -869579.000000 Penalty: 2689.322266
	Iteration 30Q: 3 clusters Score -869579 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -869582.625000 Penalty: 2689.322266
	Iteration 31Q: 3 clusters Score -869582.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -869585.125000 Penalty: 2689.322266
	Iteration 32Q: 3 clusters Score -869585.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -869590.000000 Penalty: 2689.322266
	Iteration 33Q: 3 clusters Score -869590 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -869590.687500 Penalty: 2689.322266
	Iteration 34Q: 3 clusters Score -869590.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -869592.000000 Penalty: 2689.322266
	Iteration 35Q: 3 clusters Score -869592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -869594.875000 Penalty: 2689.322266
	Iteration 36Q: 3 clusters Score -869594.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -869597.062500 Penalty: 2689.322266
	Iteration 37Q: 3 clusters Score -869597.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -869596.125000 Penalty: 2689.322266
	Iteration 38Q: 3 clusters Score -869596.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -869599.062500 Penalty: 2689.322266
	Iteration 39Q: 3 clusters Score -869599.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -869600.562500 Penalty: 2689.322266
	Iteration 40F: 3 clusters Score -869600.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -869602.750000 Penalty: 2689.322266
	Iteration 41Q: 3 clusters Score -869602.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -869605.875000 Penalty: 2689.322266
	Iteration 42Q: 3 clusters Score -869605.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -869610.000000 Penalty: 2689.322266
	Iteration 43Q: 3 clusters Score -869610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -869612.250000 Penalty: 2689.322266
	Iteration 44Q: 3 clusters Score -869612.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -869612.250000 Penalty: 2689.322266
	Iteration 45Q: 3 clusters Score -869612.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -869616.250000 Penalty: 2689.322266
	Iteration 46Q: 3 clusters Score -869616.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -869617.187500 Penalty: 2689.322266
	Iteration 47Q: 3 clusters Score -869617.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -869616.562500 Penalty: 2689.322266
	Iteration 48Q: 3 clusters Score -869616.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -869616.312500 Penalty: 2689.322266
	Iteration 49Q: 3 clusters Score -869616.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -869619.375000 Penalty: 2689.322266
	Iteration 50Q: 3 clusters Score -869619.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -869619.687500 Penalty: 2689.322266
	Iteration 51Q: 3 clusters Score -869619.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -869619.250000 Penalty: 2689.322266
	Iteration 52Q: 3 clusters Score -869619.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -869620.250000 Penalty: 2689.322266
	Iteration 53Q: 3 clusters Score -869620.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -869618.625000 Penalty: 2689.322266
	Iteration 54Q: 3 clusters Score -869618.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -869618.312500 Penalty: 2689.322266
	Iteration 55Q: 3 clusters Score -869618.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -869621.562500 Penalty: 2689.322266
	Iteration 56Q: 3 clusters Score -869621.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -869621.750000 Penalty: 2689.322266
	Iteration 57Q: 3 clusters Score -869621.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -869621.750000 Penalty: 2689.322266
	Iteration 58F: 3 clusters Score -869621.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (21429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Entering Unmasked Estep 
Score: -2066000.125000 Penalty: 1483.908203
	Iteration 0F: 2 clusters Score -2066000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -2051986.625000 Penalty: 2967.816406
	Iteration 0F: 3 clusters Score -2051987 nChanged 9369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -2057002.000000 Penalty: 2967.816406
	Iteration 1F: 3 clusters Score -2057002 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -2057470.625000 Penalty: 2967.816406
	Iteration 2F: 3 clusters Score -2057471 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -2057853.500000 Penalty: 2967.816406
	Iteration 3Q: 3 clusters Score -2057854 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -2058233.625000 Penalty: 2967.816406
	Iteration 4Q: 3 clusters Score -2058234 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -2058632.750000 Penalty: 2967.816406
	Iteration 5Q: 3 clusters Score -2058633 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -2059121.125000 Penalty: 2967.816406
	Iteration 6Q: 3 clusters Score -2059121 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -2059732.500000 Penalty: 2967.816406
	Iteration 7Q: 3 clusters Score -2059732 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -2060503.500000 Penalty: 2967.816406
	Iteration 8F: 3 clusters Score -2060504 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -2061409.250000 Penalty: 2967.816406
	Iteration 9F: 3 clusters Score -2061409 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -2062276.750000 Penalty: 2967.816406
	Iteration 10F: 3 clusters Score -2062277 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -2063091.250000 Penalty: 2967.816406
	Iteration 11Q: 3 clusters Score -2063091 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -2063681.625000 Penalty: 2967.816406
	Iteration 12Q: 3 clusters Score -2063682 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -2064122.875000 Penalty: 2967.816406
	Iteration 13Q: 3 clusters Score -2064123 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -2064472.000000 Penalty: 2967.816406
	Iteration 14Q: 3 clusters Score -2064472 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -2064719.625000 Penalty: 2967.816406
	Iteration 15Q: 3 clusters Score -2064720 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -2064877.375000 Penalty: 2967.816406
	Iteration 16Q: 3 clusters Score -2064877 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -2064992.750000 Penalty: 2967.816406
	Iteration 17Q: 3 clusters Score -2064993 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -2065062.000000 Penalty: 2967.816406
	Iteration 18Q: 3 clusters Score -2065062 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -2065116.000000 Penalty: 2967.816406
	Iteration 19Q: 3 clusters Score -2065116 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -2065157.750000 Penalty: 2967.816406
	Iteration 20F: 3 clusters Score -2065158 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -2065187.375000 Penalty: 2967.816406
	Iteration 21Q: 3 clusters Score -2065187 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -2065196.000000 Penalty: 2967.816406
	Iteration 22Q: 3 clusters Score -2065196 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -2065213.625000 Penalty: 2967.816406
	Iteration 23Q: 3 clusters Score -2065214 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -2065214.875000 Penalty: 2967.816406
	Iteration 24Q: 3 clusters Score -2065215 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -2065227.125000 Penalty: 2967.816406
	Iteration 25Q: 3 clusters Score -2065227 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -2065229.750000 Penalty: 2967.816406
	Iteration 26Q: 3 clusters Score -2065230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -2065234.125000 Penalty: 2967.816406
	Iteration 27Q: 3 clusters Score -2065234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -2065234.875000 Penalty: 2967.816406
	Iteration 28Q: 3 clusters Score -2065235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -2065238.375000 Penalty: 2967.816406
	Iteration 29Q: 3 clusters Score -2065238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -2065235.875000 Penalty: 2967.816406
	Iteration 30Q: 3 clusters Score -2065236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -2065239.625000 Penalty: 2967.816406
	Iteration 31Q: 3 clusters Score -2065240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -2065241.250000 Penalty: 2967.816406
	Iteration 32Q: 3 clusters Score -2065241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -2065242.875000 Penalty: 2967.816406
	Iteration 33Q: 3 clusters Score -2065243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -2065242.875000 Penalty: 2967.816406
	Iteration 34F: 3 clusters Score -2065243 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (16336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Entering Unmasked Estep 
Score: -1712282.375000 Penalty: 1443.527588
	Iteration 0F: 2 clusters Score -1712282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1701378.000000 Penalty: 2887.055176
	Iteration 0F: 3 clusters Score -1701378 nChanged 7247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1705305.250000 Penalty: 2887.055176
	Iteration 1F: 3 clusters Score -1705305 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1705665.000000 Penalty: 2887.055176
	Iteration 2F: 3 clusters Score -1705665 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1705957.625000 Penalty: 2887.055176
	Iteration 3Q: 3 clusters Score -1705958 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1706215.500000 Penalty: 2887.055176
	Iteration 4Q: 3 clusters Score -1706216 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1706464.625000 Penalty: 2887.055176
	Iteration 5Q: 3 clusters Score -1706465 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1706751.125000 Penalty: 2887.055176
	Iteration 6Q: 3 clusters Score -1706751 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1707113.875000 Penalty: 2887.055176
	Iteration 7Q: 3 clusters Score -1707114 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1707588.000000 Penalty: 2887.055176
	Iteration 8Q: 3 clusters Score -1707588 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1708098.625000 Penalty: 2887.055176
	Iteration 9F: 3 clusters Score -1708099 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1708631.375000 Penalty: 2887.055176
	Iteration 10Q: 3 clusters Score -1708631 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1709178.500000 Penalty: 2887.055176
	Iteration 11Q: 3 clusters Score -1709178 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1709643.375000 Penalty: 2887.055176
	Iteration 12Q: 3 clusters Score -1709643 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1710020.375000 Penalty: 2887.055176
	Iteration 13Q: 3 clusters Score -1710020 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1710329.750000 Penalty: 2887.055176
	Iteration 14Q: 3 clusters Score -1710330 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1710557.625000 Penalty: 2887.055176
	Iteration 15Q: 3 clusters Score -1710558 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1710727.500000 Penalty: 2887.055176
	Iteration 16Q: 3 clusters Score -1710728 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1710849.125000 Penalty: 2887.055176
	Iteration 17Q: 3 clusters Score -1710849 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1710936.250000 Penalty: 2887.055176
	Iteration 18Q: 3 clusters Score -1710936 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1711013.125000 Penalty: 2887.055176
	Iteration 19Q: 3 clusters Score -1711013 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1711076.875000 Penalty: 2887.055176
	Iteration 20F: 3 clusters Score -1711077 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1711123.000000 Penalty: 2887.055176
	Iteration 21Q: 3 clusters Score -1711123 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1711155.750000 Penalty: 2887.055176
	Iteration 22Q: 3 clusters Score -1711156 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1711183.750000 Penalty: 2887.055176
	Iteration 23Q: 3 clusters Score -1711184 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1711198.000000 Penalty: 2887.055176
	Iteration 24Q: 3 clusters Score -1711198 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1711207.500000 Penalty: 2887.055176
	Iteration 25Q: 3 clusters Score -1711208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1711212.875000 Penalty: 2887.055176
	Iteration 26Q: 3 clusters Score -1711213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1711215.000000 Penalty: 2887.055176
	Iteration 27Q: 3 clusters Score -1711215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1711217.000000 Penalty: 2887.055176
	Iteration 28Q: 3 clusters Score -1711217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1711217.750000 Penalty: 2887.055176
	Iteration 29Q: 3 clusters Score -1711218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1711221.000000 Penalty: 2887.055176
	Iteration 30Q: 3 clusters Score -1711221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1711224.375000 Penalty: 2887.055176
	Iteration 31Q: 3 clusters Score -1711224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1711227.750000 Penalty: 2887.055176
	Iteration 32Q: 3 clusters Score -1711228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1711227.500000 Penalty: 2887.055176
	Iteration 33Q: 3 clusters Score -1711228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1711229.875000 Penalty: 2887.055176
	Iteration 34Q: 3 clusters Score -1711230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1711232.125000 Penalty: 2887.055176
	Iteration 35Q: 3 clusters Score -1711232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1711233.375000 Penalty: 2887.055176
	Iteration 36Q: 3 clusters Score -1711233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1711233.375000 Penalty: 2887.055176
	Iteration 37F: 3 clusters Score -1711233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (38196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38196 members 
Entering Unmasked Estep 
Score: -3965492.000000 Penalty: 1569.912231
	Iteration 0F: 2 clusters Score -3965492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -3940777.250000 Penalty: 3139.824463
	Iteration 0F: 3 clusters Score -3940777 nChanged 17289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -3950665.750000 Penalty: 3139.824463
	Iteration 1F: 3 clusters Score -3950666 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -3951838.750000 Penalty: 3139.824463
	Iteration 2F: 3 clusters Score -3951839 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -3953262.250000 Penalty: 3139.824463
	Iteration 3F: 3 clusters Score -3953262 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -3954958.000000 Penalty: 3139.824463
	Iteration 4F: 3 clusters Score -3954958 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -3956481.750000 Penalty: 3139.824463
	Iteration 5F: 3 clusters Score -3956482 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -3957560.750000 Penalty: 3139.824463
	Iteration 6F: 3 clusters Score -3957561 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -3958240.000000 Penalty: 3139.824463
	Iteration 7Q: 3 clusters Score -3958240 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -3958707.250000 Penalty: 3139.824463
	Iteration 8Q: 3 clusters Score -3958707 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -3959036.000000 Penalty: 3139.824463
	Iteration 9Q: 3 clusters Score -3959036 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -3959318.750000 Penalty: 3139.824463
	Iteration 10Q: 3 clusters Score -3959319 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -3959610.500000 Penalty: 3139.824463
	Iteration 11Q: 3 clusters Score -3959610 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -3959846.000000 Penalty: 3139.824463
	Iteration 12Q: 3 clusters Score -3959846 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -3960080.250000 Penalty: 3139.824463
	Iteration 13Q: 3 clusters Score -3960080 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -3960310.500000 Penalty: 3139.824463
	Iteration 14Q: 3 clusters Score -3960310 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -3960551.500000 Penalty: 3139.824463
	Iteration 15Q: 3 clusters Score -3960552 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23665 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -3960822.250000 Penalty: 3139.824463
	Iteration 16Q: 3 clusters Score -3960822 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24472 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -3961072.250000 Penalty: 3139.824463
	Iteration 17Q: 3 clusters Score -3961072 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -3961357.250000 Penalty: 3139.824463
	Iteration 18Q: 3 clusters Score -3961357 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26239 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -3961660.500000 Penalty: 3139.824463
	Iteration 19Q: 3 clusters Score -3961660 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27190 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -3962007.250000 Penalty: 3139.824463
	Iteration 20F: 3 clusters Score -3962007 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28188 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -3962391.000000 Penalty: 3139.824463
	Iteration 21Q: 3 clusters Score -3962391 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29144 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -3962782.500000 Penalty: 3139.824463
	Iteration 22Q: 3 clusters Score -3962782 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30077 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -3963154.250000 Penalty: 3139.824463
	Iteration 23Q: 3 clusters Score -3963154 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30951 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -3963503.750000 Penalty: 3139.824463
	Iteration 24Q: 3 clusters Score -3963504 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31773 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -3963839.750000 Penalty: 3139.824463
	Iteration 25Q: 3 clusters Score -3963840 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32471 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -3964100.250000 Penalty: 3139.824463
	Iteration 26Q: 3 clusters Score -3964100 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33078 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -3964337.250000 Penalty: 3139.824463
	Iteration 27Q: 3 clusters Score -3964337 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33564 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -3964510.250000 Penalty: 3139.824463
	Iteration 28Q: 3 clusters Score -3964510 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33973 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -3964629.500000 Penalty: 3139.824463
	Iteration 29Q: 3 clusters Score -3964630 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34282 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -3964711.750000 Penalty: 3139.824463
	Iteration 30Q: 3 clusters Score -3964712 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34569 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -3964823.750000 Penalty: 3139.824463
	Iteration 31Q: 3 clusters Score -3964824 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34807 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -3964911.500000 Penalty: 3139.824463
	Iteration 32Q: 3 clusters Score -3964912 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34976 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -3964946.000000 Penalty: 3139.824463
	Iteration 33Q: 3 clusters Score -3964946 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35116 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -3964977.750000 Penalty: 3139.824463
	Iteration 34Q: 3 clusters Score -3964978 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35225 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -3965015.250000 Penalty: 3139.824463
	Iteration 35Q: 3 clusters Score -3965015 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35319 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -3965036.500000 Penalty: 3139.824463
	Iteration 36Q: 3 clusters Score -3965036 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35410 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -3965062.750000 Penalty: 3139.824463
	Iteration 37Q: 3 clusters Score -3965063 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35490 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -3965087.750000 Penalty: 3139.824463
	Iteration 38Q: 3 clusters Score -3965088 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35558 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -3965108.000000 Penalty: 3139.824463
	Iteration 39Q: 3 clusters Score -3965108 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35606 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -3965121.500000 Penalty: 3139.824463
	Iteration 40F: 3 clusters Score -3965122 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35648 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -3965133.000000 Penalty: 3139.824463
	Iteration 41Q: 3 clusters Score -3965133 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35688 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -3965140.500000 Penalty: 3139.824463
	Iteration 42Q: 3 clusters Score -3965140 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35718 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -3965145.500000 Penalty: 3139.824463
	Iteration 43Q: 3 clusters Score -3965146 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35740 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -3965149.750000 Penalty: 3139.824463
	Iteration 44Q: 3 clusters Score -3965150 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35755 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -3965152.000000 Penalty: 3139.824463
	Iteration 45Q: 3 clusters Score -3965152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35765 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -3965148.500000 Penalty: 3139.824463
	Iteration 46Q: 3 clusters Score -3965148 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35778 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -3965157.000000 Penalty: 3139.824463
	Iteration 47Q: 3 clusters Score -3965157 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35799 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -3965157.750000 Penalty: 3139.824463
	Iteration 48Q: 3 clusters Score -3965158 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -3965170.000000 Penalty: 3139.824463
	Iteration 49Q: 3 clusters Score -3965170 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35841 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -3965171.500000 Penalty: 3139.824463
	Iteration 50Q: 3 clusters Score -3965172 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35858 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -3965177.250000 Penalty: 3139.824463
	Iteration 51Q: 3 clusters Score -3965177 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35880 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -3965185.500000 Penalty: 3139.824463
	Iteration 52Q: 3 clusters Score -3965186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35895 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -3965183.750000 Penalty: 3139.824463
	Iteration 53Q: 3 clusters Score -3965184 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35908 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -3965182.000000 Penalty: 3139.824463
	Iteration 54Q: 3 clusters Score -3965182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35917 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -3965183.500000 Penalty: 3139.824463
	Iteration 55Q: 3 clusters Score -3965184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35923 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -3965186.500000 Penalty: 3139.824463
	Iteration 56Q: 3 clusters Score -3965186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35929 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -3965186.000000 Penalty: 3139.824463
	Iteration 57Q: 3 clusters Score -3965186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35934 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -3965187.000000 Penalty: 3139.824463
	Iteration 58Q: 3 clusters Score -3965187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35936 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -3965185.000000 Penalty: 3139.824463
	Iteration 59Q: 3 clusters Score -3965185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35940 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -3965187.500000 Penalty: 3139.824463
	Iteration 60F: 3 clusters Score -3965188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35942 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -3965189.750000 Penalty: 3139.824463
	Iteration 61Q: 3 clusters Score -3965190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35945 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -3965190.500000 Penalty: 3139.824463
	Iteration 62Q: 3 clusters Score -3965190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35947 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -3965190.250000 Penalty: 3139.824463
	Iteration 63Q: 3 clusters Score -3965190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35948 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -3965184.500000 Penalty: 3139.824463
	Iteration 64Q: 3 clusters Score -3965184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35950 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -3965193.000000 Penalty: 3139.824463
	Iteration 65Q: 3 clusters Score -3965193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35953 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -3965193.000000 Penalty: 3139.824463
	Iteration 66Q: 3 clusters Score -3965193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35956 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -3965194.500000 Penalty: 3139.824463
	Iteration 67Q: 3 clusters Score -3965194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35959 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -3965197.750000 Penalty: 3139.824463
	Iteration 68Q: 3 clusters Score -3965198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35960 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -3965200.750000 Penalty: 3139.824463
	Iteration 69Q: 3 clusters Score -3965201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35962 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -3965202.000000 Penalty: 3139.824463
	Iteration 70Q: 3 clusters Score -3965202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35963 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -3965202.750000 Penalty: 3139.824463
	Iteration 71Q: 3 clusters Score -3965203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35967 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -3965205.000000 Penalty: 3139.824463
	Iteration 72Q: 3 clusters Score -3965205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35971 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -3965204.250000 Penalty: 3139.824463
	Iteration 73Q: 3 clusters Score -3965204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35972 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -3965200.250000 Penalty: 3139.824463
	Iteration 74Q: 3 clusters Score -3965200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35974 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -3965203.500000 Penalty: 3139.824463
	Iteration 75Q: 3 clusters Score -3965204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -3965198.500000 Penalty: 3139.824463
	Iteration 76Q: 3 clusters Score -3965198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35979 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -3965201.750000 Penalty: 3139.824463
	Iteration 77Q: 3 clusters Score -3965202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35982 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -3965204.500000 Penalty: 3139.824463
	Iteration 78Q: 3 clusters Score -3965204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35988 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -3965207.750000 Penalty: 3139.824463
	Iteration 79Q: 3 clusters Score -3965208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35992 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -3965209.750000 Penalty: 3139.824463
	Iteration 80F: 3 clusters Score -3965210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35995 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -3965208.750000 Penalty: 3139.824463
	Iteration 81Q: 3 clusters Score -3965209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36000 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -3965211.000000 Penalty: 3139.824463
	Iteration 82Q: 3 clusters Score -3965211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36002 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -3965210.750000 Penalty: 3139.824463
	Iteration 83Q: 3 clusters Score -3965211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36003 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -3965206.500000 Penalty: 3139.824463
	Iteration 84Q: 3 clusters Score -3965206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36006 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -3965206.750000 Penalty: 3139.824463
	Iteration 85Q: 3 clusters Score -3965207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36009 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -3965210.000000 Penalty: 3139.824463
	Iteration 86Q: 3 clusters Score -3965210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36011 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -3965211.000000 Penalty: 3139.824463
	Iteration 87Q: 3 clusters Score -3965211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36017 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -3965206.500000 Penalty: 3139.824463
	Iteration 88Q: 3 clusters Score -3965206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36023 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -3965207.500000 Penalty: 3139.824463
	Iteration 89Q: 3 clusters Score -3965208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36026 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -3965211.500000 Penalty: 3139.824463
	Iteration 90Q: 3 clusters Score -3965212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36027 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -3965217.250000 Penalty: 3139.824463
	Iteration 91Q: 3 clusters Score -3965217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36029 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -3965213.500000 Penalty: 3139.824463
	Iteration 92Q: 3 clusters Score -3965214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36029 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -3965213.500000 Penalty: 3139.824463
	Iteration 93F: 3 clusters Score -3965214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Entering Unmasked Estep 
Score: -1229006.000000 Penalty: 1406.555664
	Iteration 0F: 2 clusters Score -1229006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1220472.875000 Penalty: 2813.111328
	Iteration 0F: 3 clusters Score -1220473 nChanged 5466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1223952.000000 Penalty: 2813.111328
	Iteration 1F: 3 clusters Score -1223952 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1224876.500000 Penalty: 2813.111328
	Iteration 2F: 3 clusters Score -1224876 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1225654.125000 Penalty: 2813.111328
	Iteration 3F: 3 clusters Score -1225654 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1226294.000000 Penalty: 2813.111328
	Iteration 4F: 3 clusters Score -1226294 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1226870.375000 Penalty: 2813.111328
	Iteration 5F: 3 clusters Score -1226870 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1227353.125000 Penalty: 2813.111328
	Iteration 6F: 3 clusters Score -1227353 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1227668.500000 Penalty: 2813.111328
	Iteration 7Q: 3 clusters Score -1227668 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1227930.625000 Penalty: 2813.111328
	Iteration 8Q: 3 clusters Score -1227931 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1228095.250000 Penalty: 2813.111328
	Iteration 9Q: 3 clusters Score -1228095 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1228223.375000 Penalty: 2813.111328
	Iteration 10Q: 3 clusters Score -1228223 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1228323.875000 Penalty: 2813.111328
	Iteration 11Q: 3 clusters Score -1228324 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1228393.375000 Penalty: 2813.111328
	Iteration 12Q: 3 clusters Score -1228393 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1228458.625000 Penalty: 2813.111328
	Iteration 13Q: 3 clusters Score -1228459 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1228523.250000 Penalty: 2813.111328
	Iteration 14Q: 3 clusters Score -1228523 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1228587.875000 Penalty: 2813.111328
	Iteration 15Q: 3 clusters Score -1228588 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1228666.125000 Penalty: 2813.111328
	Iteration 16Q: 3 clusters Score -1228666 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1228749.125000 Penalty: 2813.111328
	Iteration 17Q: 3 clusters Score -1228749 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1228825.875000 Penalty: 2813.111328
	Iteration 18Q: 3 clusters Score -1228826 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1228894.875000 Penalty: 2813.111328
	Iteration 19Q: 3 clusters Score -1228895 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1228945.000000 Penalty: 2813.111328
	Iteration 20F: 3 clusters Score -1228945 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1228983.375000 Penalty: 2813.111328
	Iteration 21Q: 3 clusters Score -1228983 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1229024.875000 Penalty: 2813.111328
	Iteration 22Q: 3 clusters Score -1229025 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1229062.375000 Penalty: 2813.111328
	Iteration 23Q: 3 clusters Score -1229062 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1229094.500000 Penalty: 2813.111328
	Iteration 24Q: 3 clusters Score -1229094 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1229121.500000 Penalty: 2813.111328
	Iteration 25Q: 3 clusters Score -1229122 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1229139.500000 Penalty: 2813.111328
	Iteration 26Q: 3 clusters Score -1229140 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1229154.750000 Penalty: 2813.111328
	Iteration 27Q: 3 clusters Score -1229155 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1229170.500000 Penalty: 2813.111328
	Iteration 28Q: 3 clusters Score -1229170 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1229190.125000 Penalty: 2813.111328
	Iteration 29Q: 3 clusters Score -1229190 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1229197.375000 Penalty: 2813.111328
	Iteration 30Q: 3 clusters Score -1229197 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1229210.375000 Penalty: 2813.111328
	Iteration 31Q: 3 clusters Score -1229210 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1229219.250000 Penalty: 2813.111328
	Iteration 32Q: 3 clusters Score -1229219 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1229225.625000 Penalty: 2813.111328
	Iteration 33Q: 3 clusters Score -1229226 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1229232.375000 Penalty: 2813.111328
	Iteration 34Q: 3 clusters Score -1229232 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1229236.250000 Penalty: 2813.111328
	Iteration 35Q: 3 clusters Score -1229236 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1229236.250000 Penalty: 2813.111328
	Iteration 36Q: 3 clusters Score -1229236 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1229240.875000 Penalty: 2813.111328
	Iteration 37Q: 3 clusters Score -1229241 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1229241.500000 Penalty: 2813.111328
	Iteration 38Q: 3 clusters Score -1229242 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1229246.250000 Penalty: 2813.111328
	Iteration 39Q: 3 clusters Score -1229246 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1229247.500000 Penalty: 2813.111328
	Iteration 40F: 3 clusters Score -1229248 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1229254.250000 Penalty: 2813.111328
	Iteration 41Q: 3 clusters Score -1229254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1229257.375000 Penalty: 2813.111328
	Iteration 42Q: 3 clusters Score -1229257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1229257.125000 Penalty: 2813.111328
	Iteration 43Q: 3 clusters Score -1229257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -1229259.000000 Penalty: 2813.111328
	Iteration 44Q: 3 clusters Score -1229259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1229260.375000 Penalty: 2813.111328
	Iteration 45Q: 3 clusters Score -1229260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1229258.625000 Penalty: 2813.111328
	Iteration 46Q: 3 clusters Score -1229259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1229258.750000 Penalty: 2813.111328
	Iteration 47Q: 3 clusters Score -1229259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1229261.625000 Penalty: 2813.111328
	Iteration 48Q: 3 clusters Score -1229262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1229260.500000 Penalty: 2813.111328
	Iteration 49Q: 3 clusters Score -1229260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1229260.625000 Penalty: 2813.111328
	Iteration 50Q: 3 clusters Score -1229261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1229263.750000 Penalty: 2813.111328
	Iteration 51Q: 3 clusters Score -1229264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1229265.375000 Penalty: 2813.111328
	Iteration 52Q: 3 clusters Score -1229265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1229267.250000 Penalty: 2813.111328
	Iteration 53Q: 3 clusters Score -1229267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1229269.750000 Penalty: 2813.111328
	Iteration 54Q: 3 clusters Score -1229270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1229269.875000 Penalty: 2813.111328
	Iteration 55Q: 3 clusters Score -1229270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1229273.250000 Penalty: 2813.111328
	Iteration 56Q: 3 clusters Score -1229273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1229273.750000 Penalty: 2813.111328
	Iteration 57Q: 3 clusters Score -1229274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1229274.250000 Penalty: 2813.111328
	Iteration 58Q: 3 clusters Score -1229274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1229275.375000 Penalty: 2813.111328
	Iteration 59Q: 3 clusters Score -1229275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1229274.375000 Penalty: 2813.111328
	Iteration 60F: 3 clusters Score -1229274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1229274.250000 Penalty: 2813.111328
	Iteration 61Q: 3 clusters Score -1229274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1229274.375000 Penalty: 2813.111328
	Iteration 62Q: 3 clusters Score -1229274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1229275.000000 Penalty: 2813.111328
	Iteration 63Q: 3 clusters Score -1229275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1229275.375000 Penalty: 2813.111328
	Iteration 64Q: 3 clusters Score -1229275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1229275.375000 Penalty: 2813.111328
	Iteration 65F: 3 clusters Score -1229275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 108173 members 
Mstep: Class 3 contains 19691 members 
Mstep: Class 4 contains 37003 members 
Mstep: Class 5 contains 66488 members 
Mstep: Class 6 contains 115338 members 
Mstep: Class 7 contains 5624 members 
Mstep: Class 8 contains 15845 members 
Mstep: Class 9 contains 20052 members 
Mstep: Class 10 contains 22679 members 
Mstep: Class 11 contains 49752 members 
Mstep: Class 12 contains 4061 members 
Mstep: Class 13 contains 9850 members 
Mstep: Class 14 contains 1781 members 
Mstep: Class 15 contains 5309 members 
Mstep: Class 16 contains 40898 members 
Mstep: Class 17 contains 8406 members 
Mstep: Class 18 contains 21429 members 
Mstep: Class 19 contains 16336 members 
Mstep: Class 20 contains 38196 members 
Mstep: Class 21 contains 2719 members 
Mstep: Class 22 contains 19875 members 
Mstep: Class 23 contains 13070 members 
Mstep: Class 24 contains 10383 members 
Mstep: Class 25 contains 2058 members 
Mstep: Class 26 contains 3412 members 
Mstep: Class 27 contains 23105 members 
Mstep: Class 28 contains 2786 members 
Mstep: Class 29 contains 10396 members 
Mstep: Class 30 contains 38432 members 
Mstep: Class 31 contains 17855 members 
Mstep: Class 32 contains 7426 members 
Mstep: Class 33 contains 19557 members 
Mstep: Class 34 contains 8792 members 
Mstep: Class 35 contains 19688 members 
Mstep: Class 36 contains 704 members 
Mstep: Class 37 contains 6269 members 
Mstep: Class 38 contains 15551 members 
Mstep: Class 39 contains 5047 members 
Mstep: Class 40 contains 1961 members 
Mstep: Class 41 contains 5055 members 
Mstep: Class 42 contains 6488 members 
Mstep: Class 43 contains 22156 members 
Mstep: Class 44 contains 3579 members 
Mstep: Class 45 contains 4026 members 
Mstep: Class 46 contains 95 members 
Mstep: Class 47 contains 892 members 
Mstep: Class 48 contains 10023 members 
Entering Unmasked Estep 
Score: -88110048.000000 Penalty: 97921.867188
Splitting cluster 21 changes total score from -88110632.000000 to -88110048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (19875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Entering Unmasked Estep 
Score: -2036255.625000 Penalty: 1472.706055
	Iteration 0F: 2 clusters Score -2036256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -2023214.750000 Penalty: 2945.412109
	Iteration 0F: 3 clusters Score -2023215 nChanged 8729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -2028077.250000 Penalty: 2945.412109
	Iteration 1F: 3 clusters Score -2028077 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -2028550.500000 Penalty: 2945.412109
	Iteration 2F: 3 clusters Score -2028550 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -2028963.375000 Penalty: 2945.412109
	Iteration 3F: 3 clusters Score -2028963 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -2029348.250000 Penalty: 2945.412109
	Iteration 4Q: 3 clusters Score -2029348 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -2029679.375000 Penalty: 2945.412109
	Iteration 5Q: 3 clusters Score -2029679 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -2030007.250000 Penalty: 2945.412109
	Iteration 6Q: 3 clusters Score -2030007 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -2030312.750000 Penalty: 2945.412109
	Iteration 7Q: 3 clusters Score -2030313 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -2030603.750000 Penalty: 2945.412109
	Iteration 8Q: 3 clusters Score -2030604 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -2030933.750000 Penalty: 2945.412109
	Iteration 9Q: 3 clusters Score -2030934 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -2031302.250000 Penalty: 2945.412109
	Iteration 10Q: 3 clusters Score -2031302 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -2031723.625000 Penalty: 2945.412109
	Iteration 11Q: 3 clusters Score -2031724 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -2032247.250000 Penalty: 2945.412109
	Iteration 12Q: 3 clusters Score -2032247 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -2032726.500000 Penalty: 2945.412109
	Iteration 13Q: 3 clusters Score -2032726 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -2033152.375000 Penalty: 2945.412109
	Iteration 14Q: 3 clusters Score -2033152 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -2033453.375000 Penalty: 2945.412109
	Iteration 15Q: 3 clusters Score -2033453 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -2033677.625000 Penalty: 2945.412109
	Iteration 16Q: 3 clusters Score -2033678 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -2033857.500000 Penalty: 2945.412109
	Iteration 17Q: 3 clusters Score -2033858 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -2033982.375000 Penalty: 2945.412109
	Iteration 18Q: 3 clusters Score -2033982 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -2034114.125000 Penalty: 2945.412109
	Iteration 19Q: 3 clusters Score -2034114 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -2034242.625000 Penalty: 2945.412109
	Iteration 20F: 3 clusters Score -2034243 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -2034368.625000 Penalty: 2945.412109
	Iteration 21Q: 3 clusters Score -2034369 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -2034482.000000 Penalty: 2945.412109
	Iteration 22Q: 3 clusters Score -2034482 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -2034586.250000 Penalty: 2945.412109
	Iteration 23Q: 3 clusters Score -2034586 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -2034678.000000 Penalty: 2945.412109
	Iteration 24Q: 3 clusters Score -2034678 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2034750.375000 Penalty: 2945.412109
	Iteration 25Q: 3 clusters Score -2034750 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2034825.500000 Penalty: 2945.412109
	Iteration 26Q: 3 clusters Score -2034826 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2034892.625000 Penalty: 2945.412109
	Iteration 27Q: 3 clusters Score -2034893 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2034948.625000 Penalty: 2945.412109
	Iteration 28Q: 3 clusters Score -2034949 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2034986.375000 Penalty: 2945.412109
	Iteration 29Q: 3 clusters Score -2034986 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2035011.875000 Penalty: 2945.412109
	Iteration 30Q: 3 clusters Score -2035012 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2035037.125000 Penalty: 2945.412109
	Iteration 31Q: 3 clusters Score -2035037 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2035065.500000 Penalty: 2945.412109
	Iteration 32Q: 3 clusters Score -2035066 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2035086.125000 Penalty: 2945.412109
	Iteration 33Q: 3 clusters Score -2035086 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2035097.500000 Penalty: 2945.412109
	Iteration 34Q: 3 clusters Score -2035098 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2035104.750000 Penalty: 2945.412109
	Iteration 35Q: 3 clusters Score -2035105 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2035108.625000 Penalty: 2945.412109
	Iteration 36Q: 3 clusters Score -2035109 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2035126.750000 Penalty: 2945.412109
	Iteration 37Q: 3 clusters Score -2035127 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2035139.875000 Penalty: 2945.412109
	Iteration 38Q: 3 clusters Score -2035140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2035147.375000 Penalty: 2945.412109
	Iteration 39Q: 3 clusters Score -2035147 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2035150.250000 Penalty: 2945.412109
	Iteration 40F: 3 clusters Score -2035150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2035156.250000 Penalty: 2945.412109
	Iteration 41Q: 3 clusters Score -2035156 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2035166.375000 Penalty: 2945.412109
	Iteration 42Q: 3 clusters Score -2035166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2035168.375000 Penalty: 2945.412109
	Iteration 43Q: 3 clusters Score -2035168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2035170.250000 Penalty: 2945.412109
	Iteration 44Q: 3 clusters Score -2035170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2035173.875000 Penalty: 2945.412109
	Iteration 45Q: 3 clusters Score -2035174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2035175.875000 Penalty: 2945.412109
	Iteration 46Q: 3 clusters Score -2035176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2035175.500000 Penalty: 2945.412109
	Iteration 47Q: 3 clusters Score -2035176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2035175.500000 Penalty: 2945.412109
	Iteration 48F: 3 clusters Score -2035176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Entering Unmasked Estep 
Score: -1318212.875000 Penalty: 1410.337646
	Iteration 0F: 2 clusters Score -1318213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1309543.000000 Penalty: 2820.675293
	Iteration 0F: 3 clusters Score -1309543 nChanged 5509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1312606.625000 Penalty: 2820.675293
	Iteration 1F: 3 clusters Score -1312607 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1312992.125000 Penalty: 2820.675293
	Iteration 2F: 3 clusters Score -1312992 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1313322.500000 Penalty: 2820.675293
	Iteration 3F: 3 clusters Score -1313322 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1313613.500000 Penalty: 2820.675293
	Iteration 4Q: 3 clusters Score -1313614 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1313885.625000 Penalty: 2820.675293
	Iteration 5Q: 3 clusters Score -1313886 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1314170.250000 Penalty: 2820.675293
	Iteration 6Q: 3 clusters Score -1314170 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1314482.875000 Penalty: 2820.675293
	Iteration 7Q: 3 clusters Score -1314483 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1314852.500000 Penalty: 2820.675293
	Iteration 8Q: 3 clusters Score -1314852 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1315286.250000 Penalty: 2820.675293
	Iteration 9Q: 3 clusters Score -1315286 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -1315770.750000 Penalty: 2820.675293
	Iteration 10Q: 3 clusters Score -1315771 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -1316163.375000 Penalty: 2820.675293
	Iteration 11Q: 3 clusters Score -1316163 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1316440.875000 Penalty: 2820.675293
	Iteration 12Q: 3 clusters Score -1316441 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -1316624.125000 Penalty: 2820.675293
	Iteration 13Q: 3 clusters Score -1316624 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -1316744.000000 Penalty: 2820.675293
	Iteration 14Q: 3 clusters Score -1316744 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -1316847.375000 Penalty: 2820.675293
	Iteration 15Q: 3 clusters Score -1316847 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1316926.750000 Penalty: 2820.675293
	Iteration 16Q: 3 clusters Score -1316927 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -1316989.250000 Penalty: 2820.675293
	Iteration 17Q: 3 clusters Score -1316989 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -1317023.750000 Penalty: 2820.675293
	Iteration 18Q: 3 clusters Score -1317024 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -1317048.000000 Penalty: 2820.675293
	Iteration 19Q: 3 clusters Score -1317048 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -1317074.875000 Penalty: 2820.675293
	Iteration 20F: 3 clusters Score -1317075 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -1317093.375000 Penalty: 2820.675293
	Iteration 21Q: 3 clusters Score -1317093 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -1317109.375000 Penalty: 2820.675293
	Iteration 22Q: 3 clusters Score -1317109 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -1317123.500000 Penalty: 2820.675293
	Iteration 23Q: 3 clusters Score -1317124 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -1317129.125000 Penalty: 2820.675293
	Iteration 24Q: 3 clusters Score -1317129 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -1317136.250000 Penalty: 2820.675293
	Iteration 25Q: 3 clusters Score -1317136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -1317137.250000 Penalty: 2820.675293
	Iteration 26Q: 3 clusters Score -1317137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -1317143.000000 Penalty: 2820.675293
	Iteration 27Q: 3 clusters Score -1317143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -1317144.375000 Penalty: 2820.675293
	Iteration 28Q: 3 clusters Score -1317144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -1317143.750000 Penalty: 2820.675293
	Iteration 29Q: 3 clusters Score -1317144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -1317148.500000 Penalty: 2820.675293
	Iteration 30Q: 3 clusters Score -1317148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -1317155.875000 Penalty: 2820.675293
	Iteration 31Q: 3 clusters Score -1317156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -1317157.750000 Penalty: 2820.675293
	Iteration 32Q: 3 clusters Score -1317158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -1317163.375000 Penalty: 2820.675293
	Iteration 33Q: 3 clusters Score -1317163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -1317169.250000 Penalty: 2820.675293
	Iteration 34Q: 3 clusters Score -1317169 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -1317171.250000 Penalty: 2820.675293
	Iteration 35Q: 3 clusters Score -1317171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -1317175.375000 Penalty: 2820.675293
	Iteration 36Q: 3 clusters Score -1317175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -1317177.750000 Penalty: 2820.675293
	Iteration 37Q: 3 clusters Score -1317178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -1317177.625000 Penalty: 2820.675293
	Iteration 38Q: 3 clusters Score -1317178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -1317180.000000 Penalty: 2820.675293
	Iteration 39Q: 3 clusters Score -1317180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -1317187.125000 Penalty: 2820.675293
	Iteration 40F: 3 clusters Score -1317187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -1317193.500000 Penalty: 2820.675293
	Iteration 41Q: 3 clusters Score -1317194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -1317194.875000 Penalty: 2820.675293
	Iteration 42Q: 3 clusters Score -1317195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -1317195.250000 Penalty: 2820.675293
	Iteration 43Q: 3 clusters Score -1317195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -1317197.125000 Penalty: 2820.675293
	Iteration 44Q: 3 clusters Score -1317197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -1317199.625000 Penalty: 2820.675293
	Iteration 45Q: 3 clusters Score -1317200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1317199.125000 Penalty: 2820.675293
	Iteration 46Q: 3 clusters Score -1317199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -1317199.125000 Penalty: 2820.675293
	Iteration 47Q: 3 clusters Score -1317199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -1317201.250000 Penalty: 2820.675293
	Iteration 48Q: 3 clusters Score -1317201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -1317202.125000 Penalty: 2820.675293
	Iteration 49Q: 3 clusters Score -1317202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -1317204.500000 Penalty: 2820.675293
	Iteration 50Q: 3 clusters Score -1317204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -1317204.500000 Penalty: 2820.675293
	Iteration 51F: 3 clusters Score -1317204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Entering Unmasked Estep 
Score: -1089534.500000 Penalty: 1376.091187
	Iteration 0F: 2 clusters Score -1089534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1082597.375000 Penalty: 2752.182373
	Iteration 0F: 3 clusters Score -1082597 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1084861.375000 Penalty: 2752.182373
	Iteration 1F: 3 clusters Score -1084861 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1085155.000000 Penalty: 2752.182373
	Iteration 2F: 3 clusters Score -1085155 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1085370.250000 Penalty: 2752.182373
	Iteration 3F: 3 clusters Score -1085370 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1085568.625000 Penalty: 2752.182373
	Iteration 4Q: 3 clusters Score -1085569 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1085755.000000 Penalty: 2752.182373
	Iteration 5Q: 3 clusters Score -1085755 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1085937.125000 Penalty: 2752.182373
	Iteration 6Q: 3 clusters Score -1085937 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1086126.500000 Penalty: 2752.182373
	Iteration 7Q: 3 clusters Score -1086126 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1086284.375000 Penalty: 2752.182373
	Iteration 8Q: 3 clusters Score -1086284 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1086431.625000 Penalty: 2752.182373
	Iteration 9Q: 3 clusters Score -1086432 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1086559.500000 Penalty: 2752.182373
	Iteration 10Q: 3 clusters Score -1086560 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1086669.375000 Penalty: 2752.182373
	Iteration 11Q: 3 clusters Score -1086669 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1086767.000000 Penalty: 2752.182373
	Iteration 12Q: 3 clusters Score -1086767 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1086873.875000 Penalty: 2752.182373
	Iteration 13Q: 3 clusters Score -1086874 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1086953.750000 Penalty: 2752.182373
	Iteration 14Q: 3 clusters Score -1086954 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1087033.125000 Penalty: 2752.182373
	Iteration 15Q: 3 clusters Score -1087033 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1087103.875000 Penalty: 2752.182373
	Iteration 16Q: 3 clusters Score -1087104 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1087146.875000 Penalty: 2752.182373
	Iteration 17Q: 3 clusters Score -1087147 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1087179.875000 Penalty: 2752.182373
	Iteration 18Q: 3 clusters Score -1087180 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1087208.375000 Penalty: 2752.182373
	Iteration 19Q: 3 clusters Score -1087208 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1087231.250000 Penalty: 2752.182373
	Iteration 20F: 3 clusters Score -1087231 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1087248.000000 Penalty: 2752.182373
	Iteration 21Q: 3 clusters Score -1087248 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1087262.250000 Penalty: 2752.182373
	Iteration 22Q: 3 clusters Score -1087262 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1087276.500000 Penalty: 2752.182373
	Iteration 23Q: 3 clusters Score -1087276 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1087292.750000 Penalty: 2752.182373
	Iteration 24Q: 3 clusters Score -1087293 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1087301.875000 Penalty: 2752.182373
	Iteration 25Q: 3 clusters Score -1087302 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1087320.750000 Penalty: 2752.182373
	Iteration 26Q: 3 clusters Score -1087321 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1087339.875000 Penalty: 2752.182373
	Iteration 27Q: 3 clusters Score -1087340 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1087352.375000 Penalty: 2752.182373
	Iteration 28Q: 3 clusters Score -1087352 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1087369.750000 Penalty: 2752.182373
	Iteration 29Q: 3 clusters Score -1087370 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1087380.375000 Penalty: 2752.182373
	Iteration 30Q: 3 clusters Score -1087380 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1087391.125000 Penalty: 2752.182373
	Iteration 31Q: 3 clusters Score -1087391 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1087393.750000 Penalty: 2752.182373
	Iteration 32Q: 3 clusters Score -1087394 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1087406.125000 Penalty: 2752.182373
	Iteration 33Q: 3 clusters Score -1087406 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1087417.125000 Penalty: 2752.182373
	Iteration 34Q: 3 clusters Score -1087417 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1087427.000000 Penalty: 2752.182373
	Iteration 35Q: 3 clusters Score -1087427 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1087441.625000 Penalty: 2752.182373
	Iteration 36Q: 3 clusters Score -1087442 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1087454.625000 Penalty: 2752.182373
	Iteration 37Q: 3 clusters Score -1087455 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1087463.750000 Penalty: 2752.182373
	Iteration 38Q: 3 clusters Score -1087464 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1087474.125000 Penalty: 2752.182373
	Iteration 39Q: 3 clusters Score -1087474 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1087479.375000 Penalty: 2752.182373
	Iteration 40F: 3 clusters Score -1087479 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1087489.000000 Penalty: 2752.182373
	Iteration 41Q: 3 clusters Score -1087489 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1087495.750000 Penalty: 2752.182373
	Iteration 42Q: 3 clusters Score -1087496 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1087512.500000 Penalty: 2752.182373
	Iteration 43Q: 3 clusters Score -1087512 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1087530.500000 Penalty: 2752.182373
	Iteration 44Q: 3 clusters Score -1087530 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1087545.750000 Penalty: 2752.182373
	Iteration 45Q: 3 clusters Score -1087546 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1087563.875000 Penalty: 2752.182373
	Iteration 46Q: 3 clusters Score -1087564 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1087588.125000 Penalty: 2752.182373
	Iteration 47Q: 3 clusters Score -1087588 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1087612.375000 Penalty: 2752.182373
	Iteration 48Q: 3 clusters Score -1087612 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1087639.875000 Penalty: 2752.182373
	Iteration 49Q: 3 clusters Score -1087640 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1087672.750000 Penalty: 2752.182373
	Iteration 50Q: 3 clusters Score -1087673 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1087700.500000 Penalty: 2752.182373
	Iteration 51Q: 3 clusters Score -1087700 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1087728.625000 Penalty: 2752.182373
	Iteration 52Q: 3 clusters Score -1087729 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1087764.250000 Penalty: 2752.182373
	Iteration 53Q: 3 clusters Score -1087764 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1087798.000000 Penalty: 2752.182373
	Iteration 54Q: 3 clusters Score -1087798 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1087827.500000 Penalty: 2752.182373
	Iteration 55Q: 3 clusters Score -1087828 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1087847.250000 Penalty: 2752.182373
	Iteration 56Q: 3 clusters Score -1087847 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1087870.875000 Penalty: 2752.182373
	Iteration 57Q: 3 clusters Score -1087871 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1087895.375000 Penalty: 2752.182373
	Iteration 58Q: 3 clusters Score -1087895 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1087920.375000 Penalty: 2752.182373
	Iteration 59Q: 3 clusters Score -1087920 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1087950.875000 Penalty: 2752.182373
	Iteration 60F: 3 clusters Score -1087951 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1087980.875000 Penalty: 2752.182373
	Iteration 61Q: 3 clusters Score -1087981 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1088011.500000 Penalty: 2752.182373
	Iteration 62Q: 3 clusters Score -1088012 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1088046.875000 Penalty: 2752.182373
	Iteration 63Q: 3 clusters Score -1088047 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1088081.625000 Penalty: 2752.182373
	Iteration 64Q: 3 clusters Score -1088082 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1088116.750000 Penalty: 2752.182373
	Iteration 65Q: 3 clusters Score -1088117 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1088150.375000 Penalty: 2752.182373
	Iteration 66Q: 3 clusters Score -1088150 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1088181.875000 Penalty: 2752.182373
	Iteration 67Q: 3 clusters Score -1088182 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1088207.500000 Penalty: 2752.182373
	Iteration 68Q: 3 clusters Score -1088208 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1088222.750000 Penalty: 2752.182373
	Iteration 69Q: 3 clusters Score -1088223 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1088238.875000 Penalty: 2752.182373
	Iteration 70Q: 3 clusters Score -1088239 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1088250.375000 Penalty: 2752.182373
	Iteration 71Q: 3 clusters Score -1088250 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1088262.750000 Penalty: 2752.182373
	Iteration 72Q: 3 clusters Score -1088263 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1088277.000000 Penalty: 2752.182373
	Iteration 73Q: 3 clusters Score -1088277 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1088286.750000 Penalty: 2752.182373
	Iteration 74Q: 3 clusters Score -1088287 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1088299.250000 Penalty: 2752.182373
	Iteration 75Q: 3 clusters Score -1088299 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1088305.750000 Penalty: 2752.182373
	Iteration 76Q: 3 clusters Score -1088306 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1088314.500000 Penalty: 2752.182373
	Iteration 77Q: 3 clusters Score -1088314 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1088326.500000 Penalty: 2752.182373
	Iteration 78Q: 3 clusters Score -1088326 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1088344.000000 Penalty: 2752.182373
	Iteration 79Q: 3 clusters Score -1088344 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1088354.125000 Penalty: 2752.182373
	Iteration 80F: 3 clusters Score -1088354 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1088363.625000 Penalty: 2752.182373
	Iteration 81Q: 3 clusters Score -1088364 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1088372.375000 Penalty: 2752.182373
	Iteration 82Q: 3 clusters Score -1088372 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1088387.250000 Penalty: 2752.182373
	Iteration 83Q: 3 clusters Score -1088387 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1088400.000000 Penalty: 2752.182373
	Iteration 84Q: 3 clusters Score -1088400 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1088410.500000 Penalty: 2752.182373
	Iteration 85Q: 3 clusters Score -1088410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1088420.125000 Penalty: 2752.182373
	Iteration 86Q: 3 clusters Score -1088420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1088435.250000 Penalty: 2752.182373
	Iteration 87Q: 3 clusters Score -1088435 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1088444.000000 Penalty: 2752.182373
	Iteration 88Q: 3 clusters Score -1088444 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1088454.750000 Penalty: 2752.182373
	Iteration 89Q: 3 clusters Score -1088455 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1088462.500000 Penalty: 2752.182373
	Iteration 90Q: 3 clusters Score -1088462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1088472.875000 Penalty: 2752.182373
	Iteration 91Q: 3 clusters Score -1088473 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1088478.875000 Penalty: 2752.182373
	Iteration 92Q: 3 clusters Score -1088479 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1088488.500000 Penalty: 2752.182373
	Iteration 93Q: 3 clusters Score -1088488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1088495.375000 Penalty: 2752.182373
	Iteration 94Q: 3 clusters Score -1088495 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1088502.000000 Penalty: 2752.182373
	Iteration 95Q: 3 clusters Score -1088502 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1088509.375000 Penalty: 2752.182373
	Iteration 96Q: 3 clusters Score -1088509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1088512.875000 Penalty: 2752.182373
	Iteration 97Q: 3 clusters Score -1088513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1088521.625000 Penalty: 2752.182373
	Iteration 98Q: 3 clusters Score -1088522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1088531.375000 Penalty: 2752.182373
	Iteration 99Q: 3 clusters Score -1088531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1088537.000000 Penalty: 2752.182373
	Iteration 100F: 3 clusters Score -1088537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1088542.125000 Penalty: 2752.182373
	Iteration 101Q: 3 clusters Score -1088542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1088543.750000 Penalty: 2752.182373
	Iteration 102Q: 3 clusters Score -1088544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1088543.250000 Penalty: 2752.182373
	Iteration 103Q: 3 clusters Score -1088543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1088544.625000 Penalty: 2752.182373
	Iteration 104Q: 3 clusters Score -1088545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1088546.000000 Penalty: 2752.182373
	Iteration 105Q: 3 clusters Score -1088546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1088547.750000 Penalty: 2752.182373
	Iteration 106Q: 3 clusters Score -1088548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1088547.750000 Penalty: 2752.182373
	Iteration 107F: 3 clusters Score -1088548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Entering Unmasked Estep 
Score: -193829.734375 Penalty: 1135.268066
	Iteration 0F: 2 clusters Score -193829.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -191947.015625 Penalty: 2270.536133
	Iteration 0F: 3 clusters Score -191947 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -192430.125000 Penalty: 2270.536133
	Iteration 1F: 3 clusters Score -192430.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -192561.468750 Penalty: 2270.536133
	Iteration 2F: 3 clusters Score -192561.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -192624.500000 Penalty: 2270.536133
	Iteration 3Q: 3 clusters Score -192624.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -192659.078125 Penalty: 2270.536133
	Iteration 4Q: 3 clusters Score -192659.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -192683.546875 Penalty: 2270.536133
	Iteration 5Q: 3 clusters Score -192683.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -192699.000000 Penalty: 2270.536133
	Iteration 6Q: 3 clusters Score -192699 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -192711.250000 Penalty: 2270.536133
	Iteration 7Q: 3 clusters Score -192711.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -192718.015625 Penalty: 2270.536133
	Iteration 8Q: 3 clusters Score -192718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -192727.812500 Penalty: 2270.536133
	Iteration 9Q: 3 clusters Score -192727.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -192734.906250 Penalty: 2270.536133
	Iteration 10Q: 3 clusters Score -192734.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -192739.765625 Penalty: 2270.536133
	Iteration 11Q: 3 clusters Score -192739.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -192743.500000 Penalty: 2270.536133
	Iteration 12Q: 3 clusters Score -192743.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -192749.593750 Penalty: 2270.536133
	Iteration 13Q: 3 clusters Score -192749.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -192757.718750 Penalty: 2270.536133
	Iteration 14Q: 3 clusters Score -192757.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -192762.187500 Penalty: 2270.536133
	Iteration 15Q: 3 clusters Score -192762.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -192767.875000 Penalty: 2270.536133
	Iteration 16Q: 3 clusters Score -192767.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -192773.609375 Penalty: 2270.536133
	Iteration 17Q: 3 clusters Score -192773.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -192777.968750 Penalty: 2270.536133
	Iteration 18Q: 3 clusters Score -192778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -192784.812500 Penalty: 2270.536133
	Iteration 19Q: 3 clusters Score -192784.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -192793.046875 Penalty: 2270.536133
	Iteration 20F: 3 clusters Score -192793 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -192800.625000 Penalty: 2270.536133
	Iteration 21Q: 3 clusters Score -192800.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -192805.343750 Penalty: 2270.536133
	Iteration 22Q: 3 clusters Score -192805.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -192809.343750 Penalty: 2270.536133
	Iteration 23Q: 3 clusters Score -192809.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -192817.875000 Penalty: 2270.536133
	Iteration 24Q: 3 clusters Score -192817.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -192823.406250 Penalty: 2270.536133
	Iteration 25Q: 3 clusters Score -192823.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -192828.593750 Penalty: 2270.536133
	Iteration 26Q: 3 clusters Score -192828.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -192834.828125 Penalty: 2270.536133
	Iteration 27Q: 3 clusters Score -192834.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -192843.906250 Penalty: 2270.536133
	Iteration 28Q: 3 clusters Score -192843.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -192849.125000 Penalty: 2270.536133
	Iteration 29Q: 3 clusters Score -192849.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -192856.828125 Penalty: 2270.536133
	Iteration 30Q: 3 clusters Score -192856.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -192865.515625 Penalty: 2270.536133
	Iteration 31Q: 3 clusters Score -192865.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -192872.390625 Penalty: 2270.536133
	Iteration 32Q: 3 clusters Score -192872.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -192878.578125 Penalty: 2270.536133
	Iteration 33Q: 3 clusters Score -192878.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -192883.078125 Penalty: 2270.536133
	Iteration 34Q: 3 clusters Score -192883.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -192884.937500 Penalty: 2270.536133
	Iteration 35Q: 3 clusters Score -192884.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -192886.718750 Penalty: 2270.536133
	Iteration 36Q: 3 clusters Score -192886.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -192889.703125 Penalty: 2270.536133
	Iteration 37Q: 3 clusters Score -192889.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -192893.031250 Penalty: 2270.536133
	Iteration 38Q: 3 clusters Score -192893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -192894.109375 Penalty: 2270.536133
	Iteration 39Q: 3 clusters Score -192894.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -192894.375000 Penalty: 2270.536133
	Iteration 40F: 3 clusters Score -192894.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -192896.484375 Penalty: 2270.536133
	Iteration 41Q: 3 clusters Score -192896.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -192897.203125 Penalty: 2270.536133
	Iteration 42Q: 3 clusters Score -192897.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -192898.828125 Penalty: 2270.536133
	Iteration 43Q: 3 clusters Score -192898.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -192899.515625 Penalty: 2270.536133
	Iteration 44Q: 3 clusters Score -192899.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -192899.515625 Penalty: 2270.536133
	Iteration 45F: 3 clusters Score -192899.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Entering Unmasked Estep 
Score: -321696.437500 Penalty: 1210.495972
	Iteration 0F: 2 clusters Score -321696.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -318967.312500 Penalty: 2420.991943
	Iteration 0F: 3 clusters Score -318967.3 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -319741.843750 Penalty: 2420.991943
	Iteration 1F: 3 clusters Score -319741.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -319978.406250 Penalty: 2420.991943
	Iteration 2F: 3 clusters Score -319978.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -320174.406250 Penalty: 2420.991943
	Iteration 3F: 3 clusters Score -320174.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -320363.437500 Penalty: 2420.991943
	Iteration 4F: 3 clusters Score -320363.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -320526.625000 Penalty: 2420.991943
	Iteration 5Q: 3 clusters Score -320526.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -320674.781250 Penalty: 2420.991943
	Iteration 6Q: 3 clusters Score -320674.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -320795.500000 Penalty: 2420.991943
	Iteration 7Q: 3 clusters Score -320795.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -320915.468750 Penalty: 2420.991943
	Iteration 8Q: 3 clusters Score -320915.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -321016.000000 Penalty: 2420.991943
	Iteration 9Q: 3 clusters Score -321016 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -321070.781250 Penalty: 2420.991943
	Iteration 10Q: 3 clusters Score -321070.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -321125.375000 Penalty: 2420.991943
	Iteration 11Q: 3 clusters Score -321125.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -321183.468750 Penalty: 2420.991943
	Iteration 12Q: 3 clusters Score -321183.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -321215.656250 Penalty: 2420.991943
	Iteration 13Q: 3 clusters Score -321215.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -321246.312500 Penalty: 2420.991943
	Iteration 14Q: 3 clusters Score -321246.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -321269.437500 Penalty: 2420.991943
	Iteration 15Q: 3 clusters Score -321269.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -321286.000000 Penalty: 2420.991943
	Iteration 16Q: 3 clusters Score -321286 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -321300.750000 Penalty: 2420.991943
	Iteration 17Q: 3 clusters Score -321300.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -321309.062500 Penalty: 2420.991943
	Iteration 18Q: 3 clusters Score -321309.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -321316.218750 Penalty: 2420.991943
	Iteration 19Q: 3 clusters Score -321316.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -321323.687500 Penalty: 2420.991943
	Iteration 20F: 3 clusters Score -321323.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -321327.531250 Penalty: 2420.991943
	Iteration 21Q: 3 clusters Score -321327.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -321330.031250 Penalty: 2420.991943
	Iteration 22Q: 3 clusters Score -321330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -321333.468750 Penalty: 2420.991943
	Iteration 23Q: 3 clusters Score -321333.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -321334.312500 Penalty: 2420.991943
	Iteration 24Q: 3 clusters Score -321334.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -321335.687500 Penalty: 2420.991943
	Iteration 25Q: 3 clusters Score -321335.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -321337.812500 Penalty: 2420.991943
	Iteration 26Q: 3 clusters Score -321337.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -321341.968750 Penalty: 2420.991943
	Iteration 27Q: 3 clusters Score -321342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -321344.562500 Penalty: 2420.991943
	Iteration 28Q: 3 clusters Score -321344.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -321346.375000 Penalty: 2420.991943
	Iteration 29Q: 3 clusters Score -321346.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -321349.812500 Penalty: 2420.991943
	Iteration 30Q: 3 clusters Score -321349.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -321351.062500 Penalty: 2420.991943
	Iteration 31Q: 3 clusters Score -321351.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -321351.968750 Penalty: 2420.991943
	Iteration 32Q: 3 clusters Score -321352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -321351.968750 Penalty: 2420.991943
	Iteration 33F: 3 clusters Score -321352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (23105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Entering Unmasked Estep 
Score: -2428713.500000 Penalty: 1495.113281
	Iteration 0F: 2 clusters Score -2428714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -2413704.500000 Penalty: 2990.226562
	Iteration 0F: 3 clusters Score -2413704 nChanged 10209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -2419196.500000 Penalty: 2990.226562
	Iteration 1F: 3 clusters Score -2419196 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -2419639.250000 Penalty: 2990.226562
	Iteration 2F: 3 clusters Score -2419639 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -2420012.750000 Penalty: 2990.226562
	Iteration 3Q: 3 clusters Score -2420013 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -2420391.000000 Penalty: 2990.226562
	Iteration 4Q: 3 clusters Score -2420391 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -2420803.000000 Penalty: 2990.226562
	Iteration 5Q: 3 clusters Score -2420803 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -2421315.750000 Penalty: 2990.226562
	Iteration 6Q: 3 clusters Score -2421316 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -2421989.250000 Penalty: 2990.226562
	Iteration 7F: 3 clusters Score -2421989 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -2422858.500000 Penalty: 2990.226562
	Iteration 8F: 3 clusters Score -2422858 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -2423896.000000 Penalty: 2990.226562
	Iteration 9F: 3 clusters Score -2423896 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -2424956.000000 Penalty: 2990.226562
	Iteration 10F: 3 clusters Score -2424956 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -2425861.000000 Penalty: 2990.226562
	Iteration 11Q: 3 clusters Score -2425861 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2426543.000000 Penalty: 2990.226562
	Iteration 12Q: 3 clusters Score -2426543 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2426966.500000 Penalty: 2990.226562
	Iteration 13Q: 3 clusters Score -2426966 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22383 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2427170.500000 Penalty: 2990.226562
	Iteration 14Q: 3 clusters Score -2427170 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2427304.000000 Penalty: 2990.226562
	Iteration 15Q: 3 clusters Score -2427304 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22606 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2427376.750000 Penalty: 2990.226562
	Iteration 16Q: 3 clusters Score -2427377 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2427420.750000 Penalty: 2990.226562
	Iteration 17Q: 3 clusters Score -2427421 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2427458.250000 Penalty: 2990.226562
	Iteration 18Q: 3 clusters Score -2427458 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2427488.000000 Penalty: 2990.226562
	Iteration 19Q: 3 clusters Score -2427488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2427492.500000 Penalty: 2990.226562
	Iteration 20F: 3 clusters Score -2427492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2427496.500000 Penalty: 2990.226562
	Iteration 21Q: 3 clusters Score -2427496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2427510.250000 Penalty: 2990.226562
	Iteration 22Q: 3 clusters Score -2427510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2427516.000000 Penalty: 2990.226562
	Iteration 23Q: 3 clusters Score -2427516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2427529.500000 Penalty: 2990.226562
	Iteration 24Q: 3 clusters Score -2427530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2427540.250000 Penalty: 2990.226562
	Iteration 25Q: 3 clusters Score -2427540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2427546.250000 Penalty: 2990.226562
	Iteration 26Q: 3 clusters Score -2427546 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2427563.000000 Penalty: 2990.226562
	Iteration 27Q: 3 clusters Score -2427563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2427567.500000 Penalty: 2990.226562
	Iteration 28Q: 3 clusters Score -2427568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2427575.250000 Penalty: 2990.226562
	Iteration 29Q: 3 clusters Score -2427575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2427583.250000 Penalty: 2990.226562
	Iteration 30Q: 3 clusters Score -2427583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2427588.250000 Penalty: 2990.226562
	Iteration 31Q: 3 clusters Score -2427588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2427589.000000 Penalty: 2990.226562
	Iteration 32Q: 3 clusters Score -2427589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2427589.000000 Penalty: 2990.226562
	Iteration 33F: 3 clusters Score -2427589 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Entering Unmasked Estep 
Score: -289548.375000 Penalty: 1180.335449
	Iteration 0F: 2 clusters Score -289548.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -287183.968750 Penalty: 2360.670898
	Iteration 0F: 3 clusters Score -287184 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -287812.718750 Penalty: 2360.670898
	Iteration 1F: 3 clusters Score -287812.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -287967.875000 Penalty: 2360.670898
	Iteration 2F: 3 clusters Score -287967.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -288068.750000 Penalty: 2360.670898
	Iteration 3Q: 3 clusters Score -288068.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -288115.875000 Penalty: 2360.670898
	Iteration 4Q: 3 clusters Score -288115.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -288153.062500 Penalty: 2360.670898
	Iteration 5Q: 3 clusters Score -288153.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -288196.781250 Penalty: 2360.670898
	Iteration 6Q: 3 clusters Score -288196.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -288239.031250 Penalty: 2360.670898
	Iteration 7Q: 3 clusters Score -288239 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -288262.625000 Penalty: 2360.670898
	Iteration 8Q: 3 clusters Score -288262.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -288289.812500 Penalty: 2360.670898
	Iteration 9Q: 3 clusters Score -288289.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -288309.187500 Penalty: 2360.670898
	Iteration 10Q: 3 clusters Score -288309.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -288325.562500 Penalty: 2360.670898
	Iteration 11Q: 3 clusters Score -288325.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -288334.656250 Penalty: 2360.670898
	Iteration 12Q: 3 clusters Score -288334.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -288341.531250 Penalty: 2360.670898
	Iteration 13Q: 3 clusters Score -288341.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -288347.000000 Penalty: 2360.670898
	Iteration 14Q: 3 clusters Score -288347 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -288356.500000 Penalty: 2360.670898
	Iteration 15Q: 3 clusters Score -288356.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -288364.406250 Penalty: 2360.670898
	Iteration 16Q: 3 clusters Score -288364.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -288369.593750 Penalty: 2360.670898
	Iteration 17Q: 3 clusters Score -288369.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -288374.562500 Penalty: 2360.670898
	Iteration 18Q: 3 clusters Score -288374.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -288379.000000 Penalty: 2360.670898
	Iteration 19Q: 3 clusters Score -288379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -288381.843750 Penalty: 2360.670898
	Iteration 20F: 3 clusters Score -288381.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -288383.718750 Penalty: 2360.670898
	Iteration 21Q: 3 clusters Score -288383.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -288387.875000 Penalty: 2360.670898
	Iteration 22Q: 3 clusters Score -288387.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -288399.781250 Penalty: 2360.670898
	Iteration 23Q: 3 clusters Score -288399.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -288413.906250 Penalty: 2360.670898
	Iteration 24Q: 3 clusters Score -288413.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -288425.500000 Penalty: 2360.670898
	Iteration 25Q: 3 clusters Score -288425.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -288439.156250 Penalty: 2360.670898
	Iteration 26Q: 3 clusters Score -288439.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -288457.843750 Penalty: 2360.670898
	Iteration 27Q: 3 clusters Score -288457.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -288474.125000 Penalty: 2360.670898
	Iteration 28Q: 3 clusters Score -288474.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -288483.718750 Penalty: 2360.670898
	Iteration 29Q: 3 clusters Score -288483.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -288495.468750 Penalty: 2360.670898
	Iteration 30Q: 3 clusters Score -288495.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -288509.937500 Penalty: 2360.670898
	Iteration 31Q: 3 clusters Score -288509.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -288525.375000 Penalty: 2360.670898
	Iteration 32Q: 3 clusters Score -288525.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -288533.000000 Penalty: 2360.670898
	Iteration 33Q: 3 clusters Score -288533 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -288541.156250 Penalty: 2360.670898
	Iteration 34Q: 3 clusters Score -288541.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -288545.500000 Penalty: 2360.670898
	Iteration 35Q: 3 clusters Score -288545.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -288549.312500 Penalty: 2360.670898
	Iteration 36Q: 3 clusters Score -288549.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -288550.437500 Penalty: 2360.670898
	Iteration 37Q: 3 clusters Score -288550.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -288554.312500 Penalty: 2360.670898
	Iteration 38Q: 3 clusters Score -288554.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -288562.875000 Penalty: 2360.670898
	Iteration 39Q: 3 clusters Score -288562.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -288567.937500 Penalty: 2360.670898
	Iteration 40F: 3 clusters Score -288567.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -288573.343750 Penalty: 2360.670898
	Iteration 41Q: 3 clusters Score -288573.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -288575.375000 Penalty: 2360.670898
	Iteration 42Q: 3 clusters Score -288575.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -288577.656250 Penalty: 2360.670898
	Iteration 43Q: 3 clusters Score -288577.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -288578.406250 Penalty: 2360.670898
	Iteration 44Q: 3 clusters Score -288578.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -288579.187500 Penalty: 2360.670898
	Iteration 45Q: 3 clusters Score -288579.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -288583.031250 Penalty: 2360.670898
	Iteration 46Q: 3 clusters Score -288583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -288585.750000 Penalty: 2360.670898
	Iteration 47Q: 3 clusters Score -288585.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -288589.781250 Penalty: 2360.670898
	Iteration 48Q: 3 clusters Score -288589.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -288595.250000 Penalty: 2360.670898
	Iteration 49Q: 3 clusters Score -288595.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -288597.781250 Penalty: 2360.670898
	Iteration 50Q: 3 clusters Score -288597.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -288599.781250 Penalty: 2360.670898
	Iteration 51Q: 3 clusters Score -288599.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -288602.281250 Penalty: 2360.670898
	Iteration 52Q: 3 clusters Score -288602.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -288604.468750 Penalty: 2360.670898
	Iteration 53Q: 3 clusters Score -288604.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -288605.781250 Penalty: 2360.670898
	Iteration 54Q: 3 clusters Score -288605.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -288608.812500 Penalty: 2360.670898
	Iteration 55Q: 3 clusters Score -288608.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -288611.281250 Penalty: 2360.670898
	Iteration 56Q: 3 clusters Score -288611.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -288611.968750 Penalty: 2360.670898
	Iteration 57Q: 3 clusters Score -288612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -288613.250000 Penalty: 2360.670898
	Iteration 58Q: 3 clusters Score -288613.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -288619.781250 Penalty: 2360.670898
	Iteration 59Q: 3 clusters Score -288619.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -288625.812500 Penalty: 2360.670898
	Iteration 60F: 3 clusters Score -288625.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -288630.062500 Penalty: 2360.670898
	Iteration 61Q: 3 clusters Score -288630.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -288632.531250 Penalty: 2360.670898
	Iteration 62Q: 3 clusters Score -288632.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -288635.781250 Penalty: 2360.670898
	Iteration 63Q: 3 clusters Score -288635.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -288637.875000 Penalty: 2360.670898
	Iteration 64Q: 3 clusters Score -288637.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -288639.531250 Penalty: 2360.670898
	Iteration 65Q: 3 clusters Score -288639.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -288640.687500 Penalty: 2360.670898
	Iteration 66Q: 3 clusters Score -288640.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -288640.687500 Penalty: 2360.670898
	Iteration 67F: 3 clusters Score -288640.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -993139.625000 Penalty: 1376.277466
	Iteration 0F: 2 clusters Score -993139.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -986071.437500 Penalty: 2752.554932
	Iteration 0F: 3 clusters Score -986071.4 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -988508.625000 Penalty: 2752.554932
	Iteration 1F: 3 clusters Score -988508.6 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -988984.000000 Penalty: 2752.554932
	Iteration 2F: 3 clusters Score -988984 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -989433.500000 Penalty: 2752.554932
	Iteration 3F: 3 clusters Score -989433.5 nChanged 643
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: -989905.062500 Penalty: 2752.554932
	Iteration 4F: 3 clusters Score -989905.1 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -990391.062500 Penalty: 2752.554932
	Iteration 5F: 3 clusters Score -990391.1 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -990880.250000 Penalty: 2752.554932
	Iteration 6F: 3 clusters Score -990880.2 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -991299.562500 Penalty: 2752.554932
	Iteration 7F: 3 clusters Score -991299.6 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -991650.937500 Penalty: 2752.554932
	Iteration 8Q: 3 clusters Score -991650.9 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -991898.875000 Penalty: 2752.554932
	Iteration 9Q: 3 clusters Score -991898.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -992045.062500 Penalty: 2752.554932
	Iteration 10Q: 3 clusters Score -992045.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -992138.250000 Penalty: 2752.554932
	Iteration 11Q: 3 clusters Score -992138.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -992205.875000 Penalty: 2752.554932
	Iteration 12Q: 3 clusters Score -992205.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -992258.437500 Penalty: 2752.554932
	Iteration 13Q: 3 clusters Score -992258.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -992304.937500 Penalty: 2752.554932
	Iteration 14Q: 3 clusters Score -992304.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -992337.625000 Penalty: 2752.554932
	Iteration 15Q: 3 clusters Score -992337.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -992368.250000 Penalty: 2752.554932
	Iteration 16Q: 3 clusters Score -992368.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -992388.687500 Penalty: 2752.554932
	Iteration 17Q: 3 clusters Score -992388.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -992410.312500 Penalty: 2752.554932
	Iteration 18Q: 3 clusters Score -992410.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -992425.812500 Penalty: 2752.554932
	Iteration 19Q: 3 clusters Score -992425.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -992435.375000 Penalty: 2752.554932
	Iteration 20F: 3 clusters Score -992435.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -992441.875000 Penalty: 2752.554932
	Iteration 21Q: 3 clusters Score -992441.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -992442.500000 Penalty: 2752.554932
	Iteration 22Q: 3 clusters Score -992442.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -992442.312500 Penalty: 2752.554932
	Iteration 23Q: 3 clusters Score -992442.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -992446.562500 Penalty: 2752.554932
	Iteration 24Q: 3 clusters Score -992446.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -992448.000000 Penalty: 2752.554932
	Iteration 25Q: 3 clusters Score -992448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -992448.812500 Penalty: 2752.554932
	Iteration 26Q: 3 clusters Score -992448.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -992451.937500 Penalty: 2752.554932
	Iteration 27Q: 3 clusters Score -992451.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -992452.312500 Penalty: 2752.554932
	Iteration 28Q: 3 clusters Score -992452.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -992455.500000 Penalty: 2752.554932
	Iteration 29Q: 3 clusters Score -992455.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -992455.562500 Penalty: 2752.554932
	Iteration 30Q: 3 clusters Score -992455.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -992457.625000 Penalty: 2752.554932
	Iteration 31Q: 3 clusters Score -992457.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -992459.812500 Penalty: 2752.554932
	Iteration 32Q: 3 clusters Score -992459.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -992462.312500 Penalty: 2752.554932
	Iteration 33Q: 3 clusters Score -992462.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -992464.187500 Penalty: 2752.554932
	Iteration 34Q: 3 clusters Score -992464.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -992463.750000 Penalty: 2752.554932
	Iteration 35Q: 3 clusters Score -992463.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -992467.125000 Penalty: 2752.554932
	Iteration 36Q: 3 clusters Score -992467.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -992467.437500 Penalty: 2752.554932
	Iteration 37Q: 3 clusters Score -992467.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -992469.812500 Penalty: 2752.554932
	Iteration 38Q: 3 clusters Score -992469.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -992468.937500 Penalty: 2752.554932
	Iteration 39Q: 3 clusters Score -992468.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -992468.312500 Penalty: 2752.554932
	Iteration 40F: 3 clusters Score -992468.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -992468.875000 Penalty: 2752.554932
	Iteration 41Q: 3 clusters Score -992468.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -992470.562500 Penalty: 2752.554932
	Iteration 42Q: 3 clusters Score -992470.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -992470.375000 Penalty: 2752.554932
	Iteration 43Q: 3 clusters Score -992470.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -992471.312500 Penalty: 2752.554932
	Iteration 44Q: 3 clusters Score -992471.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -992473.250000 Penalty: 2752.554932
	Iteration 45Q: 3 clusters Score -992473.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -992474.812500 Penalty: 2752.554932
	Iteration 46Q: 3 clusters Score -992474.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -992474.812500 Penalty: 2752.554932
	Iteration 47Q: 3 clusters Score -992474.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -992475.312500 Penalty: 2752.554932
	Iteration 48Q: 3 clusters Score -992475.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -992474.687500 Penalty: 2752.554932
	Iteration 49Q: 3 clusters Score -992474.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -992475.312500 Penalty: 2752.554932
	Iteration 50Q: 3 clusters Score -992475.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -992478.187500 Penalty: 2752.554932
	Iteration 51Q: 3 clusters Score -992478.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -992477.187500 Penalty: 2752.554932
	Iteration 52Q: 3 clusters Score -992477.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -992479.437500 Penalty: 2752.554932
	Iteration 53Q: 3 clusters Score -992479.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -992481.062500 Penalty: 2752.554932
	Iteration 54Q: 3 clusters Score -992481.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -992479.187500 Penalty: 2752.554932
	Iteration 55Q: 3 clusters Score -992479.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -992478.875000 Penalty: 2752.554932
	Iteration 56Q: 3 clusters Score -992478.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -992480.375000 Penalty: 2752.554932
	Iteration 57Q: 3 clusters Score -992480.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -992481.937500 Penalty: 2752.554932
	Iteration 58Q: 3 clusters Score -992481.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -992481.937500 Penalty: 2752.554932
	Iteration 59F: 3 clusters Score -992481.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (38432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38432 members 
Entering Unmasked Estep 
Score: -3965453.500000 Penalty: 1570.828857
	Iteration 0F: 2 clusters Score -3965454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -3940541.750000 Penalty: 3141.657715
	Iteration 0F: 3 clusters Score -3940542 nChanged 17473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -3950046.500000 Penalty: 3141.657715
	Iteration 1F: 3 clusters Score -3950046 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -3950617.750000 Penalty: 3141.657715
	Iteration 2Q: 3 clusters Score -3950618 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -3951245.750000 Penalty: 3141.657715
	Iteration 3Q: 3 clusters Score -3951246 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -3951891.250000 Penalty: 3141.657715
	Iteration 4Q: 3 clusters Score -3951891 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 21540 members 
Entering Unmasked Estep 
Score: -3952601.750000 Penalty: 3141.657715
	Iteration 5Q: 3 clusters Score -3952602 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -3953482.750000 Penalty: 3141.657715
	Iteration 6Q: 3 clusters Score -3953483 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -3954683.000000 Penalty: 3141.657715
	Iteration 7F: 3 clusters Score -3954683 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 24981 members 
Entering Unmasked Estep 
Score: -3956007.750000 Penalty: 3141.657715
	Iteration 8F: 3 clusters Score -3956008 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 26344 members 
Entering Unmasked Estep 
Score: -3957475.250000 Penalty: 3141.657715
	Iteration 9F: 3 clusters Score -3957475 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 27491 members 
Entering Unmasked Estep 
Score: -3958782.750000 Penalty: 3141.657715
	Iteration 10Q: 3 clusters Score -3958783 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 28429 members 
Entering Unmasked Estep 
Score: -3959751.750000 Penalty: 3141.657715
	Iteration 11Q: 3 clusters Score -3959752 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 29131 members 
Entering Unmasked Estep 
Score: -3960437.500000 Penalty: 3141.657715
	Iteration 12Q: 3 clusters Score -3960438 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 29751 members 
Entering Unmasked Estep 
Score: -3960894.250000 Penalty: 3141.657715
	Iteration 13Q: 3 clusters Score -3960894 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 30306 members 
Entering Unmasked Estep 
Score: -3961204.250000 Penalty: 3141.657715
	Iteration 14Q: 3 clusters Score -3961204 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 30790 members 
Entering Unmasked Estep 
Score: -3961476.750000 Penalty: 3141.657715
	Iteration 15Q: 3 clusters Score -3961477 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 31210 members 
Entering Unmasked Estep 
Score: -3961662.500000 Penalty: 3141.657715
	Iteration 16Q: 3 clusters Score -3961662 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 31591 members 
Entering Unmasked Estep 
Score: -3961836.000000 Penalty: 3141.657715
	Iteration 17Q: 3 clusters Score -3961836 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 31933 members 
Entering Unmasked Estep 
Score: -3961970.750000 Penalty: 3141.657715
	Iteration 18Q: 3 clusters Score -3961971 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 32235 members 
Entering Unmasked Estep 
Score: -3962085.750000 Penalty: 3141.657715
	Iteration 19Q: 3 clusters Score -3962086 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 32515 members 
Entering Unmasked Estep 
Score: -3962187.250000 Penalty: 3141.657715
	Iteration 20F: 3 clusters Score -3962187 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 32787 members 
Entering Unmasked Estep 
Score: -3962270.750000 Penalty: 3141.657715
	Iteration 21Q: 3 clusters Score -3962271 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 33044 members 
Entering Unmasked Estep 
Score: -3962358.750000 Penalty: 3141.657715
	Iteration 22Q: 3 clusters Score -3962359 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 33319 members 
Entering Unmasked Estep 
Score: -3962467.500000 Penalty: 3141.657715
	Iteration 23Q: 3 clusters Score -3962468 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 33600 members 
Entering Unmasked Estep 
Score: -3962576.250000 Penalty: 3141.657715
	Iteration 24Q: 3 clusters Score -3962576 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 33886 members 
Entering Unmasked Estep 
Score: -3962663.000000 Penalty: 3141.657715
	Iteration 25Q: 3 clusters Score -3962663 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 34165 members 
Entering Unmasked Estep 
Score: -3962756.250000 Penalty: 3141.657715
	Iteration 26Q: 3 clusters Score -3962756 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 34419 members 
Entering Unmasked Estep 
Score: -3962855.750000 Penalty: 3141.657715
	Iteration 27Q: 3 clusters Score -3962856 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 34670 members 
Entering Unmasked Estep 
Score: -3962931.750000 Penalty: 3141.657715
	Iteration 28Q: 3 clusters Score -3962932 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 34926 members 
Entering Unmasked Estep 
Score: -3963029.250000 Penalty: 3141.657715
	Iteration 29Q: 3 clusters Score -3963029 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 35168 members 
Entering Unmasked Estep 
Score: -3963136.250000 Penalty: 3141.657715
	Iteration 30Q: 3 clusters Score -3963136 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 35399 members 
Entering Unmasked Estep 
Score: -3963211.250000 Penalty: 3141.657715
	Iteration 31Q: 3 clusters Score -3963211 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 35631 members 
Entering Unmasked Estep 
Score: -3963290.250000 Penalty: 3141.657715
	Iteration 32Q: 3 clusters Score -3963290 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 35829 members 
Entering Unmasked Estep 
Score: -3963366.750000 Penalty: 3141.657715
	Iteration 33Q: 3 clusters Score -3963367 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 36028 members 
Entering Unmasked Estep 
Score: -3963453.500000 Penalty: 3141.657715
	Iteration 34Q: 3 clusters Score -3963454 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 36210 members 
Entering Unmasked Estep 
Score: -3963515.500000 Penalty: 3141.657715
	Iteration 35Q: 3 clusters Score -3963516 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 36376 members 
Entering Unmasked Estep 
Score: -3963590.250000 Penalty: 3141.657715
	Iteration 36Q: 3 clusters Score -3963590 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 36527 members 
Entering Unmasked Estep 
Score: -3963644.750000 Penalty: 3141.657715
	Iteration 37Q: 3 clusters Score -3963645 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 36671 members 
Entering Unmasked Estep 
Score: -3963692.500000 Penalty: 3141.657715
	Iteration 38Q: 3 clusters Score -3963692 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 36798 members 
Entering Unmasked Estep 
Score: -3963751.500000 Penalty: 3141.657715
	Iteration 39Q: 3 clusters Score -3963752 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 36912 members 
Entering Unmasked Estep 
Score: -3963804.500000 Penalty: 3141.657715
	Iteration 40F: 3 clusters Score -3963804 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 37020 members 
Entering Unmasked Estep 
Score: -3963864.000000 Penalty: 3141.657715
	Iteration 41Q: 3 clusters Score -3963864 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 37117 members 
Entering Unmasked Estep 
Score: -3963899.250000 Penalty: 3141.657715
	Iteration 42Q: 3 clusters Score -3963899 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 37203 members 
Entering Unmasked Estep 
Score: -3963923.750000 Penalty: 3141.657715
	Iteration 43Q: 3 clusters Score -3963924 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 37276 members 
Entering Unmasked Estep 
Score: -3963962.750000 Penalty: 3141.657715
	Iteration 44Q: 3 clusters Score -3963963 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 37346 members 
Entering Unmasked Estep 
Score: -3964000.000000 Penalty: 3141.657715
	Iteration 45Q: 3 clusters Score -3964000 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 37412 members 
Entering Unmasked Estep 
Score: -3964022.500000 Penalty: 3141.657715
	Iteration 46Q: 3 clusters Score -3964022 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 37469 members 
Entering Unmasked Estep 
Score: -3964044.000000 Penalty: 3141.657715
	Iteration 47Q: 3 clusters Score -3964044 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 37521 members 
Entering Unmasked Estep 
Score: -3964069.000000 Penalty: 3141.657715
	Iteration 48Q: 3 clusters Score -3964069 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 37560 members 
Entering Unmasked Estep 
Score: -3964102.500000 Penalty: 3141.657715
	Iteration 49Q: 3 clusters Score -3964102 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 37597 members 
Entering Unmasked Estep 
Score: -3964129.000000 Penalty: 3141.657715
	Iteration 50Q: 3 clusters Score -3964129 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 37633 members 
Entering Unmasked Estep 
Score: -3964161.750000 Penalty: 3141.657715
	Iteration 51Q: 3 clusters Score -3964162 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 37656 members 
Entering Unmasked Estep 
Score: -3964177.500000 Penalty: 3141.657715
	Iteration 52Q: 3 clusters Score -3964178 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 37675 members 
Entering Unmasked Estep 
Score: -3964202.750000 Penalty: 3141.657715
	Iteration 53Q: 3 clusters Score -3964203 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 37694 members 
Entering Unmasked Estep 
Score: -3964219.250000 Penalty: 3141.657715
	Iteration 54Q: 3 clusters Score -3964219 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 37714 members 
Entering Unmasked Estep 
Score: -3964230.500000 Penalty: 3141.657715
	Iteration 55Q: 3 clusters Score -3964230 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 37732 members 
Entering Unmasked Estep 
Score: -3964249.750000 Penalty: 3141.657715
	Iteration 56Q: 3 clusters Score -3964250 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 37748 members 
Entering Unmasked Estep 
Score: -3964262.750000 Penalty: 3141.657715
	Iteration 57Q: 3 clusters Score -3964263 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 37764 members 
Entering Unmasked Estep 
Score: -3964272.500000 Penalty: 3141.657715
	Iteration 58Q: 3 clusters Score -3964272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 37772 members 
Entering Unmasked Estep 
Score: -3964284.250000 Penalty: 3141.657715
	Iteration 59Q: 3 clusters Score -3964284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 37782 members 
Entering Unmasked Estep 
Score: -3964292.750000 Penalty: 3141.657715
	Iteration 60F: 3 clusters Score -3964293 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 37792 members 
Entering Unmasked Estep 
Score: -3964302.000000 Penalty: 3141.657715
	Iteration 61Q: 3 clusters Score -3964302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 37795 members 
Entering Unmasked Estep 
Score: -3964303.000000 Penalty: 3141.657715
	Iteration 62Q: 3 clusters Score -3964303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 37795 members 
Entering Unmasked Estep 
Score: -3964303.000000 Penalty: 3141.657715
	Iteration 63F: 3 clusters Score -3964303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (17855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Entering Unmasked Estep 
Score: -1875116.625000 Penalty: 1456.757812
	Iteration 0F: 2 clusters Score -1875117 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1863495.250000 Penalty: 2913.515625
	Iteration 0F: 3 clusters Score -1863495 nChanged 7795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1867780.125000 Penalty: 2913.515625
	Iteration 1F: 3 clusters Score -1867780 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1868393.000000 Penalty: 2913.515625
	Iteration 2F: 3 clusters Score -1868393 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1868996.875000 Penalty: 2913.515625
	Iteration 3F: 3 clusters Score -1868997 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1869567.875000 Penalty: 2913.515625
	Iteration 4F: 3 clusters Score -1869568 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1870119.375000 Penalty: 2913.515625
	Iteration 5F: 3 clusters Score -1870119 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1870595.250000 Penalty: 2913.515625
	Iteration 6F: 3 clusters Score -1870595 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1870967.500000 Penalty: 2913.515625
	Iteration 7Q: 3 clusters Score -1870968 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1871300.375000 Penalty: 2913.515625
	Iteration 8Q: 3 clusters Score -1871300 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1871570.500000 Penalty: 2913.515625
	Iteration 9Q: 3 clusters Score -1871570 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1871785.125000 Penalty: 2913.515625
	Iteration 10Q: 3 clusters Score -1871785 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1871955.000000 Penalty: 2913.515625
	Iteration 11Q: 3 clusters Score -1871955 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1872078.000000 Penalty: 2913.515625
	Iteration 12Q: 3 clusters Score -1872078 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1872160.750000 Penalty: 2913.515625
	Iteration 13Q: 3 clusters Score -1872161 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1872236.625000 Penalty: 2913.515625
	Iteration 14Q: 3 clusters Score -1872237 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1872296.625000 Penalty: 2913.515625
	Iteration 15Q: 3 clusters Score -1872297 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1872347.875000 Penalty: 2913.515625
	Iteration 16Q: 3 clusters Score -1872348 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1872407.125000 Penalty: 2913.515625
	Iteration 17Q: 3 clusters Score -1872407 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1872470.625000 Penalty: 2913.515625
	Iteration 18Q: 3 clusters Score -1872471 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1872538.125000 Penalty: 2913.515625
	Iteration 19Q: 3 clusters Score -1872538 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1872609.625000 Penalty: 2913.515625
	Iteration 20F: 3 clusters Score -1872610 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1872672.375000 Penalty: 2913.515625
	Iteration 21Q: 3 clusters Score -1872672 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1872732.875000 Penalty: 2913.515625
	Iteration 22Q: 3 clusters Score -1872733 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1872795.625000 Penalty: 2913.515625
	Iteration 23Q: 3 clusters Score -1872796 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1872859.375000 Penalty: 2913.515625
	Iteration 24Q: 3 clusters Score -1872859 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1872903.625000 Penalty: 2913.515625
	Iteration 25Q: 3 clusters Score -1872904 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1872943.750000 Penalty: 2913.515625
	Iteration 26Q: 3 clusters Score -1872944 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1872990.625000 Penalty: 2913.515625
	Iteration 27Q: 3 clusters Score -1872991 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1873041.000000 Penalty: 2913.515625
	Iteration 28Q: 3 clusters Score -1873041 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1873106.125000 Penalty: 2913.515625
	Iteration 29Q: 3 clusters Score -1873106 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1873142.000000 Penalty: 2913.515625
	Iteration 30Q: 3 clusters Score -1873142 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1873196.000000 Penalty: 2913.515625
	Iteration 31Q: 3 clusters Score -1873196 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1873224.875000 Penalty: 2913.515625
	Iteration 32Q: 3 clusters Score -1873225 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1873248.750000 Penalty: 2913.515625
	Iteration 33Q: 3 clusters Score -1873249 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1873267.000000 Penalty: 2913.515625
	Iteration 34Q: 3 clusters Score -1873267 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1873281.375000 Penalty: 2913.515625
	Iteration 35Q: 3 clusters Score -1873281 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1873288.000000 Penalty: 2913.515625
	Iteration 36Q: 3 clusters Score -1873288 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1873295.500000 Penalty: 2913.515625
	Iteration 37Q: 3 clusters Score -1873296 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1873303.250000 Penalty: 2913.515625
	Iteration 38Q: 3 clusters Score -1873303 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1873313.000000 Penalty: 2913.515625
	Iteration 39Q: 3 clusters Score -1873313 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1873328.250000 Penalty: 2913.515625
	Iteration 40F: 3 clusters Score -1873328 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1873328.125000 Penalty: 2913.515625
	Iteration 41Q: 3 clusters Score -1873328 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1873333.625000 Penalty: 2913.515625
	Iteration 42Q: 3 clusters Score -1873334 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1873343.750000 Penalty: 2913.515625
	Iteration 43Q: 3 clusters Score -1873344 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1873353.500000 Penalty: 2913.515625
	Iteration 44Q: 3 clusters Score -1873354 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1873359.000000 Penalty: 2913.515625
	Iteration 45Q: 3 clusters Score -1873359 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1873359.625000 Penalty: 2913.515625
	Iteration 46Q: 3 clusters Score -1873360 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1873370.875000 Penalty: 2913.515625
	Iteration 47Q: 3 clusters Score -1873371 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1873374.250000 Penalty: 2913.515625
	Iteration 48Q: 3 clusters Score -1873374 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1873380.125000 Penalty: 2913.515625
	Iteration 49Q: 3 clusters Score -1873380 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1873379.250000 Penalty: 2913.515625
	Iteration 50Q: 3 clusters Score -1873379 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1873393.000000 Penalty: 2913.515625
	Iteration 51Q: 3 clusters Score -1873393 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1873400.125000 Penalty: 2913.515625
	Iteration 52Q: 3 clusters Score -1873400 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1873401.375000 Penalty: 2913.515625
	Iteration 53Q: 3 clusters Score -1873401 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1873409.625000 Penalty: 2913.515625
	Iteration 54Q: 3 clusters Score -1873410 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1873417.500000 Penalty: 2913.515625
	Iteration 55Q: 3 clusters Score -1873418 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1873415.125000 Penalty: 2913.515625
	Iteration 56Q: 3 clusters Score -1873415 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1873431.000000 Penalty: 2913.515625
	Iteration 57Q: 3 clusters Score -1873431 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1873456.875000 Penalty: 2913.515625
	Iteration 58Q: 3 clusters Score -1873457 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1873467.875000 Penalty: 2913.515625
	Iteration 59Q: 3 clusters Score -1873468 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1873478.500000 Penalty: 2913.515625
	Iteration 60F: 3 clusters Score -1873478 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1873491.375000 Penalty: 2913.515625
	Iteration 61Q: 3 clusters Score -1873491 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1873505.750000 Penalty: 2913.515625
	Iteration 62Q: 3 clusters Score -1873506 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1873514.875000 Penalty: 2913.515625
	Iteration 63Q: 3 clusters Score -1873515 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1873524.750000 Penalty: 2913.515625
	Iteration 64Q: 3 clusters Score -1873525 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1873546.250000 Penalty: 2913.515625
	Iteration 65Q: 3 clusters Score -1873546 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1873560.250000 Penalty: 2913.515625
	Iteration 66Q: 3 clusters Score -1873560 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1873586.750000 Penalty: 2913.515625
	Iteration 67Q: 3 clusters Score -1873587 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1873615.500000 Penalty: 2913.515625
	Iteration 68Q: 3 clusters Score -1873616 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1873635.125000 Penalty: 2913.515625
	Iteration 69Q: 3 clusters Score -1873635 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1873656.125000 Penalty: 2913.515625
	Iteration 70Q: 3 clusters Score -1873656 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1873669.500000 Penalty: 2913.515625
	Iteration 71Q: 3 clusters Score -1873670 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1873682.000000 Penalty: 2913.515625
	Iteration 72Q: 3 clusters Score -1873682 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1873699.750000 Penalty: 2913.515625
	Iteration 73Q: 3 clusters Score -1873700 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1873715.750000 Penalty: 2913.515625
	Iteration 74Q: 3 clusters Score -1873716 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1873724.250000 Penalty: 2913.515625
	Iteration 75Q: 3 clusters Score -1873724 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1873734.875000 Penalty: 2913.515625
	Iteration 76Q: 3 clusters Score -1873735 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1873743.250000 Penalty: 2913.515625
	Iteration 77Q: 3 clusters Score -1873743 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1873756.375000 Penalty: 2913.515625
	Iteration 78Q: 3 clusters Score -1873756 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1873760.500000 Penalty: 2913.515625
	Iteration 79Q: 3 clusters Score -1873760 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1873764.000000 Penalty: 2913.515625
	Iteration 80F: 3 clusters Score -1873764 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1873764.875000 Penalty: 2913.515625
	Iteration 81Q: 3 clusters Score -1873765 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1873770.250000 Penalty: 2913.515625
	Iteration 82Q: 3 clusters Score -1873770 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1873773.750000 Penalty: 2913.515625
	Iteration 83Q: 3 clusters Score -1873774 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1873783.000000 Penalty: 2913.515625
	Iteration 84Q: 3 clusters Score -1873783 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1873793.000000 Penalty: 2913.515625
	Iteration 85Q: 3 clusters Score -1873793 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1873795.125000 Penalty: 2913.515625
	Iteration 86Q: 3 clusters Score -1873795 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1873797.375000 Penalty: 2913.515625
	Iteration 87Q: 3 clusters Score -1873797 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1873803.125000 Penalty: 2913.515625
	Iteration 88Q: 3 clusters Score -1873803 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1873809.875000 Penalty: 2913.515625
	Iteration 89Q: 3 clusters Score -1873810 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1873814.875000 Penalty: 2913.515625
	Iteration 90Q: 3 clusters Score -1873815 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1873820.875000 Penalty: 2913.515625
	Iteration 91Q: 3 clusters Score -1873821 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1873835.000000 Penalty: 2913.515625
	Iteration 92Q: 3 clusters Score -1873835 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1873849.125000 Penalty: 2913.515625
	Iteration 93Q: 3 clusters Score -1873849 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1873856.875000 Penalty: 2913.515625
	Iteration 94Q: 3 clusters Score -1873857 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1873868.750000 Penalty: 2913.515625
	Iteration 95Q: 3 clusters Score -1873869 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1873872.500000 Penalty: 2913.515625
	Iteration 96Q: 3 clusters Score -1873872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1873877.125000 Penalty: 2913.515625
	Iteration 97Q: 3 clusters Score -1873877 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1873883.250000 Penalty: 2913.515625
	Iteration 98Q: 3 clusters Score -1873883 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1873885.625000 Penalty: 2913.515625
	Iteration 99Q: 3 clusters Score -1873886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1873889.000000 Penalty: 2913.515625
	Iteration 100F: 3 clusters Score -1873889 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1873898.500000 Penalty: 2913.515625
	Iteration 101Q: 3 clusters Score -1873898 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1873893.000000 Penalty: 2913.515625
	Iteration 102Q: 3 clusters Score -1873893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1873899.500000 Penalty: 2913.515625
	Iteration 103Q: 3 clusters Score -1873900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1873908.125000 Penalty: 2913.515625
	Iteration 104Q: 3 clusters Score -1873908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1873913.750000 Penalty: 2913.515625
	Iteration 105Q: 3 clusters Score -1873914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1873912.750000 Penalty: 2913.515625
	Iteration 106Q: 3 clusters Score -1873913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1873912.250000 Penalty: 2913.515625
	Iteration 107Q: 3 clusters Score -1873912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1873914.625000 Penalty: 2913.515625
	Iteration 108Q: 3 clusters Score -1873915 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1873920.125000 Penalty: 2913.515625
	Iteration 109Q: 3 clusters Score -1873920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1873920.750000 Penalty: 2913.515625
	Iteration 110Q: 3 clusters Score -1873921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1873920.125000 Penalty: 2913.515625
	Iteration 111Q: 3 clusters Score -1873920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1873926.000000 Penalty: 2913.515625
	Iteration 112Q: 3 clusters Score -1873926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1873923.750000 Penalty: 2913.515625
	Iteration 113Q: 3 clusters Score -1873924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1873923.750000 Penalty: 2913.515625
	Iteration 114Q: 3 clusters Score -1873924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1873923.250000 Penalty: 2913.515625
	Iteration 115Q: 3 clusters Score -1873923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1873924.875000 Penalty: 2913.515625
	Iteration 116Q: 3 clusters Score -1873925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1873925.500000 Penalty: 2913.515625
	Iteration 117Q: 3 clusters Score -1873926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1873929.375000 Penalty: 2913.515625
	Iteration 118Q: 3 clusters Score -1873929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1873927.250000 Penalty: 2913.515625
	Iteration 119Q: 3 clusters Score -1873927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1873928.625000 Penalty: 2913.515625
	Iteration 120F: 3 clusters Score -1873929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1873929.000000 Penalty: 2913.515625
	Iteration 121Q: 3 clusters Score -1873929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1873926.250000 Penalty: 2913.515625
	Iteration 122Q: 3 clusters Score -1873926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1873926.250000 Penalty: 2913.515625
	Iteration 123F: 3 clusters Score -1873926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -745159.250000 Penalty: 1326.216187
	Iteration 0F: 2 clusters Score -745159.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -740015.625000 Penalty: 2652.432373
	Iteration 0F: 3 clusters Score -740015.6 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -741661.562500 Penalty: 2652.432373
	Iteration 1F: 3 clusters Score -741661.6 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -741922.687500 Penalty: 2652.432373
	Iteration 2F: 3 clusters Score -741922.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -742085.625000 Penalty: 2652.432373
	Iteration 3Q: 3 clusters Score -742085.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -742198.187500 Penalty: 2652.432373
	Iteration 4Q: 3 clusters Score -742198.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -742293.625000 Penalty: 2652.432373
	Iteration 5Q: 3 clusters Score -742293.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -742384.625000 Penalty: 2652.432373
	Iteration 6Q: 3 clusters Score -742384.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -742469.250000 Penalty: 2652.432373
	Iteration 7Q: 3 clusters Score -742469.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -742543.000000 Penalty: 2652.432373
	Iteration 8Q: 3 clusters Score -742543 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -742604.937500 Penalty: 2652.432373
	Iteration 9Q: 3 clusters Score -742604.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -742663.187500 Penalty: 2652.432373
	Iteration 10Q: 3 clusters Score -742663.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -742734.812500 Penalty: 2652.432373
	Iteration 11Q: 3 clusters Score -742734.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -742802.000000 Penalty: 2652.432373
	Iteration 12Q: 3 clusters Score -742802 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -742875.062500 Penalty: 2652.432373
	Iteration 13Q: 3 clusters Score -742875.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -742960.125000 Penalty: 2652.432373
	Iteration 14Q: 3 clusters Score -742960.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -743052.500000 Penalty: 2652.432373
	Iteration 15Q: 3 clusters Score -743052.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -743140.250000 Penalty: 2652.432373
	Iteration 16Q: 3 clusters Score -743140.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -743237.562500 Penalty: 2652.432373
	Iteration 17Q: 3 clusters Score -743237.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -743346.125000 Penalty: 2652.432373
	Iteration 18Q: 3 clusters Score -743346.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -743448.000000 Penalty: 2652.432373
	Iteration 19Q: 3 clusters Score -743448 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -743549.062500 Penalty: 2652.432373
	Iteration 20F: 3 clusters Score -743549.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -743678.812500 Penalty: 2652.432373
	Iteration 21Q: 3 clusters Score -743678.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -743770.375000 Penalty: 2652.432373
	Iteration 22Q: 3 clusters Score -743770.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -743835.562500 Penalty: 2652.432373
	Iteration 23Q: 3 clusters Score -743835.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -743888.625000 Penalty: 2652.432373
	Iteration 24Q: 3 clusters Score -743888.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -743933.875000 Penalty: 2652.432373
	Iteration 25Q: 3 clusters Score -743933.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -743977.000000 Penalty: 2652.432373
	Iteration 26Q: 3 clusters Score -743977 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -744014.187500 Penalty: 2652.432373
	Iteration 27Q: 3 clusters Score -744014.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -744036.125000 Penalty: 2652.432373
	Iteration 28Q: 3 clusters Score -744036.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -744056.875000 Penalty: 2652.432373
	Iteration 29Q: 3 clusters Score -744056.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -744073.500000 Penalty: 2652.432373
	Iteration 30Q: 3 clusters Score -744073.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -744079.875000 Penalty: 2652.432373
	Iteration 31Q: 3 clusters Score -744079.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -744085.187500 Penalty: 2652.432373
	Iteration 32Q: 3 clusters Score -744085.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -744088.937500 Penalty: 2652.432373
	Iteration 33Q: 3 clusters Score -744088.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -744095.750000 Penalty: 2652.432373
	Iteration 34Q: 3 clusters Score -744095.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -744100.875000 Penalty: 2652.432373
	Iteration 35Q: 3 clusters Score -744100.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -744107.125000 Penalty: 2652.432373
	Iteration 36Q: 3 clusters Score -744107.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -744110.000000 Penalty: 2652.432373
	Iteration 37Q: 3 clusters Score -744110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -744115.687500 Penalty: 2652.432373
	Iteration 38Q: 3 clusters Score -744115.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -744116.812500 Penalty: 2652.432373
	Iteration 39Q: 3 clusters Score -744116.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -744117.437500 Penalty: 2652.432373
	Iteration 40F: 3 clusters Score -744117.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -744121.000000 Penalty: 2652.432373
	Iteration 41Q: 3 clusters Score -744121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -744123.875000 Penalty: 2652.432373
	Iteration 42Q: 3 clusters Score -744123.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -744125.687500 Penalty: 2652.432373
	Iteration 43Q: 3 clusters Score -744125.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -744131.125000 Penalty: 2652.432373
	Iteration 44Q: 3 clusters Score -744131.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -744134.437500 Penalty: 2652.432373
	Iteration 45Q: 3 clusters Score -744134.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -744138.062500 Penalty: 2652.432373
	Iteration 46Q: 3 clusters Score -744138.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -744138.312500 Penalty: 2652.432373
	Iteration 47Q: 3 clusters Score -744138.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -744143.062500 Penalty: 2652.432373
	Iteration 48Q: 3 clusters Score -744143.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -744142.437500 Penalty: 2652.432373
	Iteration 49Q: 3 clusters Score -744142.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -744142.437500 Penalty: 2652.432373
	Iteration 50Q: 3 clusters Score -744142.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -744142.437500 Penalty: 2652.432373
	Iteration 51F: 3 clusters Score -744142.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (19557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Entering Unmasked Estep 
Score: -1981489.000000 Penalty: 1470.305908
	Iteration 0F: 2 clusters Score -1981489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1968637.750000 Penalty: 2940.611816
	Iteration 0F: 3 clusters Score -1968638 nChanged 8643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1973311.000000 Penalty: 2940.611816
	Iteration 1F: 3 clusters Score -1973311 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1973778.000000 Penalty: 2940.611816
	Iteration 2F: 3 clusters Score -1973778 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1974177.875000 Penalty: 2940.611816
	Iteration 3F: 3 clusters Score -1974178 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1974577.125000 Penalty: 2940.611816
	Iteration 4Q: 3 clusters Score -1974577 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1975043.875000 Penalty: 2940.611816
	Iteration 5Q: 3 clusters Score -1975044 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1975608.125000 Penalty: 2940.611816
	Iteration 6Q: 3 clusters Score -1975608 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1976246.750000 Penalty: 2940.611816
	Iteration 7F: 3 clusters Score -1976247 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1976941.000000 Penalty: 2940.611816
	Iteration 8F: 3 clusters Score -1976941 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1977586.500000 Penalty: 2940.611816
	Iteration 9Q: 3 clusters Score -1977586 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1978152.250000 Penalty: 2940.611816
	Iteration 10Q: 3 clusters Score -1978152 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1978591.375000 Penalty: 2940.611816
	Iteration 11Q: 3 clusters Score -1978591 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1978892.500000 Penalty: 2940.611816
	Iteration 12Q: 3 clusters Score -1978892 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1979100.500000 Penalty: 2940.611816
	Iteration 13Q: 3 clusters Score -1979100 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1979236.625000 Penalty: 2940.611816
	Iteration 14Q: 3 clusters Score -1979237 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1979346.625000 Penalty: 2940.611816
	Iteration 15Q: 3 clusters Score -1979347 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1979439.625000 Penalty: 2940.611816
	Iteration 16Q: 3 clusters Score -1979440 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1979510.625000 Penalty: 2940.611816
	Iteration 17Q: 3 clusters Score -1979511 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1979586.750000 Penalty: 2940.611816
	Iteration 18Q: 3 clusters Score -1979587 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1979642.250000 Penalty: 2940.611816
	Iteration 19Q: 3 clusters Score -1979642 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1979706.000000 Penalty: 2940.611816
	Iteration 20F: 3 clusters Score -1979706 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1979756.500000 Penalty: 2940.611816
	Iteration 21Q: 3 clusters Score -1979756 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1979793.500000 Penalty: 2940.611816
	Iteration 22Q: 3 clusters Score -1979794 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1979837.625000 Penalty: 2940.611816
	Iteration 23Q: 3 clusters Score -1979838 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1979879.125000 Penalty: 2940.611816
	Iteration 24Q: 3 clusters Score -1979879 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1979913.750000 Penalty: 2940.611816
	Iteration 25Q: 3 clusters Score -1979914 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1979937.625000 Penalty: 2940.611816
	Iteration 26Q: 3 clusters Score -1979938 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1979963.250000 Penalty: 2940.611816
	Iteration 27Q: 3 clusters Score -1979963 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1979995.625000 Penalty: 2940.611816
	Iteration 28Q: 3 clusters Score -1979996 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1980025.250000 Penalty: 2940.611816
	Iteration 29Q: 3 clusters Score -1980025 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1980054.375000 Penalty: 2940.611816
	Iteration 30Q: 3 clusters Score -1980054 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1980075.875000 Penalty: 2940.611816
	Iteration 31Q: 3 clusters Score -1980076 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1980095.625000 Penalty: 2940.611816
	Iteration 32Q: 3 clusters Score -1980096 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1980111.375000 Penalty: 2940.611816
	Iteration 33Q: 3 clusters Score -1980111 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1980125.500000 Penalty: 2940.611816
	Iteration 34Q: 3 clusters Score -1980126 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1980128.875000 Penalty: 2940.611816
	Iteration 35Q: 3 clusters Score -1980129 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1980143.250000 Penalty: 2940.611816
	Iteration 36Q: 3 clusters Score -1980143 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1980152.375000 Penalty: 2940.611816
	Iteration 37Q: 3 clusters Score -1980152 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1980164.375000 Penalty: 2940.611816
	Iteration 38Q: 3 clusters Score -1980164 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1980171.875000 Penalty: 2940.611816
	Iteration 39Q: 3 clusters Score -1980172 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1980187.500000 Penalty: 2940.611816
	Iteration 40F: 3 clusters Score -1980188 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1980200.000000 Penalty: 2940.611816
	Iteration 41Q: 3 clusters Score -1980200 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1980209.625000 Penalty: 2940.611816
	Iteration 42Q: 3 clusters Score -1980210 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1980223.750000 Penalty: 2940.611816
	Iteration 43Q: 3 clusters Score -1980224 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1980225.875000 Penalty: 2940.611816
	Iteration 44Q: 3 clusters Score -1980226 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1980233.125000 Penalty: 2940.611816
	Iteration 45Q: 3 clusters Score -1980233 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1980244.375000 Penalty: 2940.611816
	Iteration 46Q: 3 clusters Score -1980244 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1980257.000000 Penalty: 2940.611816
	Iteration 47Q: 3 clusters Score -1980257 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1980266.000000 Penalty: 2940.611816
	Iteration 48Q: 3 clusters Score -1980266 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1980271.000000 Penalty: 2940.611816
	Iteration 49Q: 3 clusters Score -1980271 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1980278.750000 Penalty: 2940.611816
	Iteration 50Q: 3 clusters Score -1980279 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1980279.500000 Penalty: 2940.611816
	Iteration 51Q: 3 clusters Score -1980280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1980280.000000 Penalty: 2940.611816
	Iteration 52Q: 3 clusters Score -1980280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1980286.375000 Penalty: 2940.611816
	Iteration 53Q: 3 clusters Score -1980286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1980289.375000 Penalty: 2940.611816
	Iteration 54Q: 3 clusters Score -1980289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1980294.500000 Penalty: 2940.611816
	Iteration 55Q: 3 clusters Score -1980294 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1980294.750000 Penalty: 2940.611816
	Iteration 56Q: 3 clusters Score -1980295 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1980299.375000 Penalty: 2940.611816
	Iteration 57Q: 3 clusters Score -1980299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1980296.875000 Penalty: 2940.611816
	Iteration 58Q: 3 clusters Score -1980297 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1980305.375000 Penalty: 2940.611816
	Iteration 59Q: 3 clusters Score -1980305 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1980310.875000 Penalty: 2940.611816
	Iteration 60F: 3 clusters Score -1980311 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1980307.625000 Penalty: 2940.611816
	Iteration 61Q: 3 clusters Score -1980308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1980314.125000 Penalty: 2940.611816
	Iteration 62Q: 3 clusters Score -1980314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1980315.750000 Penalty: 2940.611816
	Iteration 63Q: 3 clusters Score -1980316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1980316.250000 Penalty: 2940.611816
	Iteration 64Q: 3 clusters Score -1980316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1980322.875000 Penalty: 2940.611816
	Iteration 65Q: 3 clusters Score -1980323 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1980327.625000 Penalty: 2940.611816
	Iteration 66Q: 3 clusters Score -1980328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1980331.500000 Penalty: 2940.611816
	Iteration 67Q: 3 clusters Score -1980332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1980334.875000 Penalty: 2940.611816
	Iteration 68Q: 3 clusters Score -1980335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1980336.500000 Penalty: 2940.611816
	Iteration 69Q: 3 clusters Score -1980336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1980341.750000 Penalty: 2940.611816
	Iteration 70Q: 3 clusters Score -1980342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1980341.875000 Penalty: 2940.611816
	Iteration 71Q: 3 clusters Score -1980342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1980345.750000 Penalty: 2940.611816
	Iteration 72Q: 3 clusters Score -1980346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1980343.000000 Penalty: 2940.611816
	Iteration 73Q: 3 clusters Score -1980343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1980343.750000 Penalty: 2940.611816
	Iteration 74Q: 3 clusters Score -1980344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1980346.875000 Penalty: 2940.611816
	Iteration 75Q: 3 clusters Score -1980347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1980348.125000 Penalty: 2940.611816
	Iteration 76Q: 3 clusters Score -1980348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1980350.125000 Penalty: 2940.611816
	Iteration 77Q: 3 clusters Score -1980350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1980348.625000 Penalty: 2940.611816
	Iteration 78Q: 3 clusters Score -1980349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1980352.250000 Penalty: 2940.611816
	Iteration 79Q: 3 clusters Score -1980352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1980352.375000 Penalty: 2940.611816
	Iteration 80F: 3 clusters Score -1980352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1980352.375000 Penalty: 2940.611816
	Iteration 81Q: 3 clusters Score -1980352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1980356.000000 Penalty: 2940.611816
	Iteration 82Q: 3 clusters Score -1980356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1980355.375000 Penalty: 2940.611816
	Iteration 83Q: 3 clusters Score -1980355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1980359.375000 Penalty: 2940.611816
	Iteration 84Q: 3 clusters Score -1980359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1980359.375000 Penalty: 2940.611816
	Iteration 85Q: 3 clusters Score -1980359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1980356.250000 Penalty: 2940.611816
	Iteration 86Q: 3 clusters Score -1980356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1980357.875000 Penalty: 2940.611816
	Iteration 87Q: 3 clusters Score -1980358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1980357.375000 Penalty: 2940.611816
	Iteration 88Q: 3 clusters Score -1980357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1980362.625000 Penalty: 2940.611816
	Iteration 89Q: 3 clusters Score -1980363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1980362.375000 Penalty: 2940.611816
	Iteration 90Q: 3 clusters Score -1980362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1980366.375000 Penalty: 2940.611816
	Iteration 91Q: 3 clusters Score -1980366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1980366.375000 Penalty: 2940.611816
	Iteration 92F: 3 clusters Score -1980366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Entering Unmasked Estep 
Score: -889182.687500 Penalty: 1351.341675
	Iteration 0F: 2 clusters Score -889182.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -883222.750000 Penalty: 2702.683350
	Iteration 0F: 3 clusters Score -883222.8 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -885160.187500 Penalty: 2702.683350
	Iteration 1F: 3 clusters Score -885160.2 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -885484.750000 Penalty: 2702.683350
	Iteration 2F: 3 clusters Score -885484.8 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -885745.500000 Penalty: 2702.683350
	Iteration 3F: 3 clusters Score -885745.5 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -885958.125000 Penalty: 2702.683350
	Iteration 4Q: 3 clusters Score -885958.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -886146.375000 Penalty: 2702.683350
	Iteration 5Q: 3 clusters Score -886146.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -886303.187500 Penalty: 2702.683350
	Iteration 6Q: 3 clusters Score -886303.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -886472.375000 Penalty: 2702.683350
	Iteration 7Q: 3 clusters Score -886472.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -886640.750000 Penalty: 2702.683350
	Iteration 8Q: 3 clusters Score -886640.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -886811.187500 Penalty: 2702.683350
	Iteration 9Q: 3 clusters Score -886811.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -886982.937500 Penalty: 2702.683350
	Iteration 10Q: 3 clusters Score -886982.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -887124.062500 Penalty: 2702.683350
	Iteration 11Q: 3 clusters Score -887124.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -887279.062500 Penalty: 2702.683350
	Iteration 12Q: 3 clusters Score -887279.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -887424.625000 Penalty: 2702.683350
	Iteration 13Q: 3 clusters Score -887424.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -887542.437500 Penalty: 2702.683350
	Iteration 14Q: 3 clusters Score -887542.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -887635.000000 Penalty: 2702.683350
	Iteration 15Q: 3 clusters Score -887635 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -887721.375000 Penalty: 2702.683350
	Iteration 16Q: 3 clusters Score -887721.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -887787.687500 Penalty: 2702.683350
	Iteration 17Q: 3 clusters Score -887787.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -887839.562500 Penalty: 2702.683350
	Iteration 18Q: 3 clusters Score -887839.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -887878.875000 Penalty: 2702.683350
	Iteration 19Q: 3 clusters Score -887878.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -887907.125000 Penalty: 2702.683350
	Iteration 20F: 3 clusters Score -887907.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -887929.750000 Penalty: 2702.683350
	Iteration 21Q: 3 clusters Score -887929.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -887960.312500 Penalty: 2702.683350
	Iteration 22Q: 3 clusters Score -887960.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -887979.875000 Penalty: 2702.683350
	Iteration 23Q: 3 clusters Score -887979.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -887998.750000 Penalty: 2702.683350
	Iteration 24Q: 3 clusters Score -887998.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -888018.687500 Penalty: 2702.683350
	Iteration 25Q: 3 clusters Score -888018.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -888036.500000 Penalty: 2702.683350
	Iteration 26Q: 3 clusters Score -888036.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -888050.250000 Penalty: 2702.683350
	Iteration 27Q: 3 clusters Score -888050.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -888054.812500 Penalty: 2702.683350
	Iteration 28Q: 3 clusters Score -888054.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -888059.250000 Penalty: 2702.683350
	Iteration 29Q: 3 clusters Score -888059.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -888064.250000 Penalty: 2702.683350
	Iteration 30Q: 3 clusters Score -888064.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -888067.750000 Penalty: 2702.683350
	Iteration 31Q: 3 clusters Score -888067.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -888069.875000 Penalty: 2702.683350
	Iteration 32Q: 3 clusters Score -888069.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -888069.375000 Penalty: 2702.683350
	Iteration 33Q: 3 clusters Score -888069.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -888069.875000 Penalty: 2702.683350
	Iteration 34Q: 3 clusters Score -888069.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -888069.875000 Penalty: 2702.683350
	Iteration 35F: 3 clusters Score -888069.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (19688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Entering Unmasked Estep 
Score: -1880000.875000 Penalty: 1471.299438
	Iteration 0F: 2 clusters Score -1880001 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1867189.875000 Penalty: 2942.598877
	Iteration 0F: 3 clusters Score -1867190 nChanged 8613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1872087.875000 Penalty: 2942.598877
	Iteration 1F: 3 clusters Score -1872088 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1872753.250000 Penalty: 2942.598877
	Iteration 2F: 3 clusters Score -1872753 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1873376.250000 Penalty: 2942.598877
	Iteration 3F: 3 clusters Score -1873376 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1873949.250000 Penalty: 2942.598877
	Iteration 4F: 3 clusters Score -1873949 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1874518.875000 Penalty: 2942.598877
	Iteration 5F: 3 clusters Score -1874519 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1875063.875000 Penalty: 2942.598877
	Iteration 6Q: 3 clusters Score -1875064 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1875594.375000 Penalty: 2942.598877
	Iteration 7Q: 3 clusters Score -1875594 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -1876027.000000 Penalty: 2942.598877
	Iteration 8Q: 3 clusters Score -1876027 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1876361.250000 Penalty: 2942.598877
	Iteration 9Q: 3 clusters Score -1876361 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -1876584.500000 Penalty: 2942.598877
	Iteration 10Q: 3 clusters Score -1876584 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -1876750.000000 Penalty: 2942.598877
	Iteration 11Q: 3 clusters Score -1876750 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -1876848.250000 Penalty: 2942.598877
	Iteration 12Q: 3 clusters Score -1876848 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -1876904.250000 Penalty: 2942.598877
	Iteration 13Q: 3 clusters Score -1876904 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -1876958.250000 Penalty: 2942.598877
	Iteration 14Q: 3 clusters Score -1876958 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1877007.125000 Penalty: 2942.598877
	Iteration 15Q: 3 clusters Score -1877007 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -1877036.875000 Penalty: 2942.598877
	Iteration 16Q: 3 clusters Score -1877037 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -1877065.750000 Penalty: 2942.598877
	Iteration 17Q: 3 clusters Score -1877066 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -1877081.875000 Penalty: 2942.598877
	Iteration 18Q: 3 clusters Score -1877082 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -1877103.500000 Penalty: 2942.598877
	Iteration 19Q: 3 clusters Score -1877104 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -1877125.125000 Penalty: 2942.598877
	Iteration 20F: 3 clusters Score -1877125 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -1877140.625000 Penalty: 2942.598877
	Iteration 21Q: 3 clusters Score -1877141 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -1877160.000000 Penalty: 2942.598877
	Iteration 22Q: 3 clusters Score -1877160 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -1877179.250000 Penalty: 2942.598877
	Iteration 23Q: 3 clusters Score -1877179 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -1877193.000000 Penalty: 2942.598877
	Iteration 24Q: 3 clusters Score -1877193 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -1877216.375000 Penalty: 2942.598877
	Iteration 25Q: 3 clusters Score -1877216 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -1877236.750000 Penalty: 2942.598877
	Iteration 26Q: 3 clusters Score -1877237 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -1877265.375000 Penalty: 2942.598877
	Iteration 27Q: 3 clusters Score -1877265 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -1877288.750000 Penalty: 2942.598877
	Iteration 28Q: 3 clusters Score -1877289 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -1877329.250000 Penalty: 2942.598877
	Iteration 29Q: 3 clusters Score -1877329 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -1877363.250000 Penalty: 2942.598877
	Iteration 30Q: 3 clusters Score -1877363 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -1877391.000000 Penalty: 2942.598877
	Iteration 31Q: 3 clusters Score -1877391 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -1877436.750000 Penalty: 2942.598877
	Iteration 32Q: 3 clusters Score -1877437 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -1877474.625000 Penalty: 2942.598877
	Iteration 33Q: 3 clusters Score -1877475 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -1877521.625000 Penalty: 2942.598877
	Iteration 34Q: 3 clusters Score -1877522 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -1877567.500000 Penalty: 2942.598877
	Iteration 35Q: 3 clusters Score -1877568 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -1877612.500000 Penalty: 2942.598877
	Iteration 36Q: 3 clusters Score -1877612 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -1877666.500000 Penalty: 2942.598877
	Iteration 37Q: 3 clusters Score -1877666 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -1877706.125000 Penalty: 2942.598877
	Iteration 38Q: 3 clusters Score -1877706 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -1877752.750000 Penalty: 2942.598877
	Iteration 39Q: 3 clusters Score -1877753 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -1877799.875000 Penalty: 2942.598877
	Iteration 40F: 3 clusters Score -1877800 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -1877841.500000 Penalty: 2942.598877
	Iteration 41Q: 3 clusters Score -1877842 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -1877898.375000 Penalty: 2942.598877
	Iteration 42Q: 3 clusters Score -1877898 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -1877956.000000 Penalty: 2942.598877
	Iteration 43Q: 3 clusters Score -1877956 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -1878015.625000 Penalty: 2942.598877
	Iteration 44Q: 3 clusters Score -1878016 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -1878088.125000 Penalty: 2942.598877
	Iteration 45Q: 3 clusters Score -1878088 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -1878144.375000 Penalty: 2942.598877
	Iteration 46Q: 3 clusters Score -1878144 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -1878205.000000 Penalty: 2942.598877
	Iteration 47Q: 3 clusters Score -1878205 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -1878261.250000 Penalty: 2942.598877
	Iteration 48Q: 3 clusters Score -1878261 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -1878305.625000 Penalty: 2942.598877
	Iteration 49Q: 3 clusters Score -1878306 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -1878344.875000 Penalty: 2942.598877
	Iteration 50Q: 3 clusters Score -1878345 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -1878387.625000 Penalty: 2942.598877
	Iteration 51Q: 3 clusters Score -1878388 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -1878423.125000 Penalty: 2942.598877
	Iteration 52Q: 3 clusters Score -1878423 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -1878458.125000 Penalty: 2942.598877
	Iteration 53Q: 3 clusters Score -1878458 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -1878489.375000 Penalty: 2942.598877
	Iteration 54Q: 3 clusters Score -1878489 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -1878521.000000 Penalty: 2942.598877
	Iteration 55Q: 3 clusters Score -1878521 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -1878552.750000 Penalty: 2942.598877
	Iteration 56Q: 3 clusters Score -1878553 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -1878578.250000 Penalty: 2942.598877
	Iteration 57Q: 3 clusters Score -1878578 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -1878594.375000 Penalty: 2942.598877
	Iteration 58Q: 3 clusters Score -1878594 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -1878624.125000 Penalty: 2942.598877
	Iteration 59Q: 3 clusters Score -1878624 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -1878646.500000 Penalty: 2942.598877
	Iteration 60F: 3 clusters Score -1878646 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -1878666.375000 Penalty: 2942.598877
	Iteration 61Q: 3 clusters Score -1878666 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -1878681.000000 Penalty: 2942.598877
	Iteration 62Q: 3 clusters Score -1878681 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -1878690.875000 Penalty: 2942.598877
	Iteration 63Q: 3 clusters Score -1878691 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -1878700.125000 Penalty: 2942.598877
	Iteration 64Q: 3 clusters Score -1878700 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -1878708.000000 Penalty: 2942.598877
	Iteration 65Q: 3 clusters Score -1878708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -1878707.250000 Penalty: 2942.598877
	Iteration 66Q: 3 clusters Score -1878707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -1878714.125000 Penalty: 2942.598877
	Iteration 67Q: 3 clusters Score -1878714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -1878716.625000 Penalty: 2942.598877
	Iteration 68Q: 3 clusters Score -1878717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -1878718.250000 Penalty: 2942.598877
	Iteration 69Q: 3 clusters Score -1878718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -1878724.750000 Penalty: 2942.598877
	Iteration 70Q: 3 clusters Score -1878725 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -1878726.375000 Penalty: 2942.598877
	Iteration 71Q: 3 clusters Score -1878726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -1878732.250000 Penalty: 2942.598877
	Iteration 72Q: 3 clusters Score -1878732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -1878735.875000 Penalty: 2942.598877
	Iteration 73Q: 3 clusters Score -1878736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -1878735.500000 Penalty: 2942.598877
	Iteration 74Q: 3 clusters Score -1878736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -1878735.750000 Penalty: 2942.598877
	Iteration 75Q: 3 clusters Score -1878736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -1878737.375000 Penalty: 2942.598877
	Iteration 76Q: 3 clusters Score -1878737 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -1878744.625000 Penalty: 2942.598877
	Iteration 77Q: 3 clusters Score -1878745 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -1878745.750000 Penalty: 2942.598877
	Iteration 78Q: 3 clusters Score -1878746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -1878752.500000 Penalty: 2942.598877
	Iteration 79Q: 3 clusters Score -1878752 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -1878757.000000 Penalty: 2942.598877
	Iteration 80F: 3 clusters Score -1878757 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -1878769.625000 Penalty: 2942.598877
	Iteration 81Q: 3 clusters Score -1878770 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -1878774.625000 Penalty: 2942.598877
	Iteration 82Q: 3 clusters Score -1878775 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -1878781.000000 Penalty: 2942.598877
	Iteration 83Q: 3 clusters Score -1878781 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -1878792.250000 Penalty: 2942.598877
	Iteration 84Q: 3 clusters Score -1878792 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -1878794.500000 Penalty: 2942.598877
	Iteration 85Q: 3 clusters Score -1878794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -1878801.375000 Penalty: 2942.598877
	Iteration 86Q: 3 clusters Score -1878801 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -1878804.750000 Penalty: 2942.598877
	Iteration 87Q: 3 clusters Score -1878805 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -1878808.250000 Penalty: 2942.598877
	Iteration 88Q: 3 clusters Score -1878808 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -1878815.875000 Penalty: 2942.598877
	Iteration 89Q: 3 clusters Score -1878816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -1878821.875000 Penalty: 2942.598877
	Iteration 90Q: 3 clusters Score -1878822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -1878824.625000 Penalty: 2942.598877
	Iteration 91Q: 3 clusters Score -1878825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -1878831.250000 Penalty: 2942.598877
	Iteration 92Q: 3 clusters Score -1878831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -1878833.000000 Penalty: 2942.598877
	Iteration 93Q: 3 clusters Score -1878833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -1878837.375000 Penalty: 2942.598877
	Iteration 94Q: 3 clusters Score -1878837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -1878838.250000 Penalty: 2942.598877
	Iteration 95Q: 3 clusters Score -1878838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -1878836.875000 Penalty: 2942.598877
	Iteration 96Q: 3 clusters Score -1878837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -1878841.500000 Penalty: 2942.598877
	Iteration 97Q: 3 clusters Score -1878842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -1878847.625000 Penalty: 2942.598877
	Iteration 98Q: 3 clusters Score -1878848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -1878848.250000 Penalty: 2942.598877
	Iteration 99Q: 3 clusters Score -1878848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -1878848.625000 Penalty: 2942.598877
	Iteration 100F: 3 clusters Score -1878849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -1878849.625000 Penalty: 2942.598877
	Iteration 101Q: 3 clusters Score -1878850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -1878849.625000 Penalty: 2942.598877
	Iteration 102F: 3 clusters Score -1878850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Entering Unmasked Estep 
Score: -60260.121094 Penalty: 975.648621
	Iteration 0F: 2 clusters Score -60260.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -59209.769531 Penalty: 1951.297241
	Iteration 0F: 3 clusters Score -59209.77 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -59443.738281 Penalty: 1951.297241
	Iteration 1F: 3 clusters Score -59443.74 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -59543.144531 Penalty: 1951.297241
	Iteration 2F: 3 clusters Score -59543.14 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -59619.187500 Penalty: 1951.297241
	Iteration 3Q: 3 clusters Score -59619.19 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -59651.921875 Penalty: 1951.297241
	Iteration 4Q: 3 clusters Score -59651.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -59681.136719 Penalty: 1951.297241
	Iteration 5Q: 3 clusters Score -59681.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -59717.800781 Penalty: 1951.297241
	Iteration 6Q: 3 clusters Score -59717.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -59744.335938 Penalty: 1951.297241
	Iteration 7Q: 3 clusters Score -59744.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -59755.136719 Penalty: 1951.297241
	Iteration 8Q: 3 clusters Score -59755.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -59777.246094 Penalty: 1951.297241
	Iteration 9Q: 3 clusters Score -59777.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -59801.742188 Penalty: 1951.297241
	Iteration 10Q: 3 clusters Score -59801.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -59821.703125 Penalty: 1951.297241
	Iteration 11Q: 3 clusters Score -59821.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -59846.558594 Penalty: 1951.297241
	Iteration 12Q: 3 clusters Score -59846.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -59864.750000 Penalty: 1951.297241
	Iteration 13Q: 3 clusters Score -59864.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -59888.984375 Penalty: 1951.297241
	Iteration 14Q: 3 clusters Score -59888.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -59930.285156 Penalty: 1951.297241
	Iteration 15Q: 3 clusters Score -59930.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -59950.121094 Penalty: 1951.297241
	Iteration 16Q: 3 clusters Score -59950.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -59968.753906 Penalty: 1951.297241
	Iteration 17Q: 3 clusters Score -59968.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -60000.976562 Penalty: 1951.297241
	Iteration 18Q: 3 clusters Score -60000.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -60032.757812 Penalty: 1951.297241
	Iteration 19Q: 3 clusters Score -60032.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -60051.832031 Penalty: 1951.297241
	Iteration 20F: 3 clusters Score -60051.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -60074.910156 Penalty: 1951.297241
	Iteration 21Q: 3 clusters Score -60074.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -60090.082031 Penalty: 1951.297241
	Iteration 22Q: 3 clusters Score -60090.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -60102.125000 Penalty: 1951.297241
	Iteration 23Q: 3 clusters Score -60102.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -60121.277344 Penalty: 1951.297241
	Iteration 24Q: 3 clusters Score -60121.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -60134.074219 Penalty: 1951.297241
	Iteration 25Q: 3 clusters Score -60134.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -60140.597656 Penalty: 1951.297241
	Iteration 26Q: 3 clusters Score -60140.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -60142.312500 Penalty: 1951.297241
	Iteration 27Q: 3 clusters Score -60142.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -60144.257812 Penalty: 1951.297241
	Iteration 28Q: 3 clusters Score -60144.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -60144.257812 Penalty: 1951.297241
	Iteration 29F: 3 clusters Score -60144.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Entering Unmasked Estep 
Score: -600501.437500 Penalty: 1301.013794
	Iteration 0F: 2 clusters Score -600501.4 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 3175 members 
Entering Unmasked Estep 
Score: -596024.562500 Penalty: 2602.027588
	Iteration 0F: 3 clusters Score -596024.6 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -597362.375000 Penalty: 2602.027588
	Iteration 1F: 3 clusters Score -597362.4 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -597564.500000 Penalty: 2602.027588
	Iteration 2F: 3 clusters Score -597564.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -597719.937500 Penalty: 2602.027588
	Iteration 3Q: 3 clusters Score -597719.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -597855.812500 Penalty: 2602.027588
	Iteration 4Q: 3 clusters Score -597855.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -597974.187500 Penalty: 2602.027588
	Iteration 5Q: 3 clusters Score -597974.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -598084.812500 Penalty: 2602.027588
	Iteration 6Q: 3 clusters Score -598084.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -598205.000000 Penalty: 2602.027588
	Iteration 7Q: 3 clusters Score -598205 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -598313.937500 Penalty: 2602.027588
	Iteration 8Q: 3 clusters Score -598313.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -598409.562500 Penalty: 2602.027588
	Iteration 9Q: 3 clusters Score -598409.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -598510.687500 Penalty: 2602.027588
	Iteration 10Q: 3 clusters Score -598510.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -598623.375000 Penalty: 2602.027588
	Iteration 11Q: 3 clusters Score -598623.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -598743.312500 Penalty: 2602.027588
	Iteration 12Q: 3 clusters Score -598743.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -598868.625000 Penalty: 2602.027588
	Iteration 13Q: 3 clusters Score -598868.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -598985.625000 Penalty: 2602.027588
	Iteration 14Q: 3 clusters Score -598985.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -599090.562500 Penalty: 2602.027588
	Iteration 15Q: 3 clusters Score -599090.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -599187.562500 Penalty: 2602.027588
	Iteration 16Q: 3 clusters Score -599187.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -599277.437500 Penalty: 2602.027588
	Iteration 17Q: 3 clusters Score -599277.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -599354.062500 Penalty: 2602.027588
	Iteration 18Q: 3 clusters Score -599354.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -599406.000000 Penalty: 2602.027588
	Iteration 19Q: 3 clusters Score -599406 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -599456.187500 Penalty: 2602.027588
	Iteration 20F: 3 clusters Score -599456.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -599492.375000 Penalty: 2602.027588
	Iteration 21Q: 3 clusters Score -599492.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -599528.375000 Penalty: 2602.027588
	Iteration 22Q: 3 clusters Score -599528.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -599558.937500 Penalty: 2602.027588
	Iteration 23Q: 3 clusters Score -599558.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -599579.187500 Penalty: 2602.027588
	Iteration 24Q: 3 clusters Score -599579.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -599592.000000 Penalty: 2602.027588
	Iteration 25Q: 3 clusters Score -599592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -599600.187500 Penalty: 2602.027588
	Iteration 26Q: 3 clusters Score -599600.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -599608.250000 Penalty: 2602.027588
	Iteration 27Q: 3 clusters Score -599608.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -599618.812500 Penalty: 2602.027588
	Iteration 28Q: 3 clusters Score -599618.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -599622.937500 Penalty: 2602.027588
	Iteration 29Q: 3 clusters Score -599622.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -599629.687500 Penalty: 2602.027588
	Iteration 30Q: 3 clusters Score -599629.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -599635.125000 Penalty: 2602.027588
	Iteration 31Q: 3 clusters Score -599635.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -599638.750000 Penalty: 2602.027588
	Iteration 32Q: 3 clusters Score -599638.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -599640.875000 Penalty: 2602.027588
	Iteration 33Q: 3 clusters Score -599640.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -599645.000000 Penalty: 2602.027588
	Iteration 34Q: 3 clusters Score -599645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -599645.875000 Penalty: 2602.027588
	Iteration 35Q: 3 clusters Score -599645.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -599650.000000 Penalty: 2602.027588
	Iteration 36Q: 3 clusters Score -599650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -599652.500000 Penalty: 2602.027588
	Iteration 37Q: 3 clusters Score -599652.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -599655.812500 Penalty: 2602.027588
	Iteration 38Q: 3 clusters Score -599655.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -599656.062500 Penalty: 2602.027588
	Iteration 39Q: 3 clusters Score -599656.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -599657.312500 Penalty: 2602.027588
	Iteration 40F: 3 clusters Score -599657.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -599657.875000 Penalty: 2602.027588
	Iteration 41Q: 3 clusters Score -599657.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -599660.312500 Penalty: 2602.027588
	Iteration 42Q: 3 clusters Score -599660.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -599660.937500 Penalty: 2602.027588
	Iteration 43Q: 3 clusters Score -599660.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -599663.625000 Penalty: 2602.027588
	Iteration 44Q: 3 clusters Score -599663.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -599663.625000 Penalty: 2602.027588
	Iteration 45Q: 3 clusters Score -599663.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -599666.375000 Penalty: 2602.027588
	Iteration 46Q: 3 clusters Score -599666.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -599667.437500 Penalty: 2602.027588
	Iteration 47Q: 3 clusters Score -599667.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -599668.812500 Penalty: 2602.027588
	Iteration 48Q: 3 clusters Score -599668.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -599669.125000 Penalty: 2602.027588
	Iteration 49Q: 3 clusters Score -599669.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -599669.125000 Penalty: 2602.027588
	Iteration 50F: 3 clusters Score -599669.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (15551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Entering Unmasked Estep 
Score: -1627943.000000 Penalty: 1436.199829
	Iteration 0F: 2 clusters Score -1627943 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1617640.875000 Penalty: 2872.399658
	Iteration 0F: 3 clusters Score -1617641 nChanged 6773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1621270.125000 Penalty: 2872.399658
	Iteration 1F: 3 clusters Score -1621270 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1621634.750000 Penalty: 2872.399658
	Iteration 2F: 3 clusters Score -1621635 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1621931.875000 Penalty: 2872.399658
	Iteration 3Q: 3 clusters Score -1621932 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1622268.500000 Penalty: 2872.399658
	Iteration 4Q: 3 clusters Score -1622268 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1622668.875000 Penalty: 2872.399658
	Iteration 5F: 3 clusters Score -1622669 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1623169.125000 Penalty: 2872.399658
	Iteration 6F: 3 clusters Score -1623169 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1623707.250000 Penalty: 2872.399658
	Iteration 7F: 3 clusters Score -1623707 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -1624249.000000 Penalty: 2872.399658
	Iteration 8F: 3 clusters Score -1624249 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -1624729.250000 Penalty: 2872.399658
	Iteration 9Q: 3 clusters Score -1624729 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -1625114.000000 Penalty: 2872.399658
	Iteration 10Q: 3 clusters Score -1625114 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -1625438.125000 Penalty: 2872.399658
	Iteration 11Q: 3 clusters Score -1625438 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -1625673.000000 Penalty: 2872.399658
	Iteration 12Q: 3 clusters Score -1625673 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -1625900.875000 Penalty: 2872.399658
	Iteration 13Q: 3 clusters Score -1625901 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -1626112.500000 Penalty: 2872.399658
	Iteration 14Q: 3 clusters Score -1626112 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -1626279.500000 Penalty: 2872.399658
	Iteration 15Q: 3 clusters Score -1626280 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -1626404.000000 Penalty: 2872.399658
	Iteration 16Q: 3 clusters Score -1626404 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -1626492.625000 Penalty: 2872.399658
	Iteration 17Q: 3 clusters Score -1626493 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -1626549.000000 Penalty: 2872.399658
	Iteration 18Q: 3 clusters Score -1626549 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -1626602.875000 Penalty: 2872.399658
	Iteration 19Q: 3 clusters Score -1626603 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -1626648.375000 Penalty: 2872.399658
	Iteration 20F: 3 clusters Score -1626648 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -1626687.625000 Penalty: 2872.399658
	Iteration 21Q: 3 clusters Score -1626688 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -1626718.250000 Penalty: 2872.399658
	Iteration 22Q: 3 clusters Score -1626718 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -1626744.625000 Penalty: 2872.399658
	Iteration 23Q: 3 clusters Score -1626745 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -1626767.875000 Penalty: 2872.399658
	Iteration 24Q: 3 clusters Score -1626768 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -1626788.375000 Penalty: 2872.399658
	Iteration 25Q: 3 clusters Score -1626788 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -1626808.875000 Penalty: 2872.399658
	Iteration 26Q: 3 clusters Score -1626809 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -1626827.625000 Penalty: 2872.399658
	Iteration 27Q: 3 clusters Score -1626828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -1626842.000000 Penalty: 2872.399658
	Iteration 28Q: 3 clusters Score -1626842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -1626849.125000 Penalty: 2872.399658
	Iteration 29Q: 3 clusters Score -1626849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -1626852.625000 Penalty: 2872.399658
	Iteration 30Q: 3 clusters Score -1626853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -1626858.250000 Penalty: 2872.399658
	Iteration 31Q: 3 clusters Score -1626858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -1626864.000000 Penalty: 2872.399658
	Iteration 32Q: 3 clusters Score -1626864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -1626864.250000 Penalty: 2872.399658
	Iteration 33Q: 3 clusters Score -1626864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -1626867.500000 Penalty: 2872.399658
	Iteration 34Q: 3 clusters Score -1626868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -1626867.500000 Penalty: 2872.399658
	Iteration 35Q: 3 clusters Score -1626868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -1626867.500000 Penalty: 2872.399658
	Iteration 36F: 3 clusters Score -1626868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (5047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Entering Unmasked Estep 
Score: -454198.000000 Penalty: 1268.750610
	Iteration 0F: 2 clusters Score -454198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -450448.906250 Penalty: 2537.501221
	Iteration 0F: 3 clusters Score -450448.9 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -451770.875000 Penalty: 2537.501221
	Iteration 1F: 3 clusters Score -451770.9 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -452217.656250 Penalty: 2537.501221
	Iteration 2F: 3 clusters Score -452217.7 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -452570.281250 Penalty: 2537.501221
	Iteration 3F: 3 clusters Score -452570.3 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -452841.562500 Penalty: 2537.501221
	Iteration 4F: 3 clusters Score -452841.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -453024.781250 Penalty: 2537.501221
	Iteration 5F: 3 clusters Score -453024.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -453162.781250 Penalty: 2537.501221
	Iteration 6Q: 3 clusters Score -453162.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -453291.375000 Penalty: 2537.501221
	Iteration 7Q: 3 clusters Score -453291.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -453415.937500 Penalty: 2537.501221
	Iteration 8Q: 3 clusters Score -453415.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -453525.562500 Penalty: 2537.501221
	Iteration 9Q: 3 clusters Score -453525.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -453611.281250 Penalty: 2537.501221
	Iteration 10Q: 3 clusters Score -453611.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -453682.468750 Penalty: 2537.501221
	Iteration 11Q: 3 clusters Score -453682.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -453735.562500 Penalty: 2537.501221
	Iteration 12Q: 3 clusters Score -453735.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -453778.156250 Penalty: 2537.501221
	Iteration 13Q: 3 clusters Score -453778.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -453814.375000 Penalty: 2537.501221
	Iteration 14Q: 3 clusters Score -453814.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -453849.750000 Penalty: 2537.501221
	Iteration 15Q: 3 clusters Score -453849.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -453887.750000 Penalty: 2537.501221
	Iteration 16Q: 3 clusters Score -453887.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -453919.531250 Penalty: 2537.501221
	Iteration 17Q: 3 clusters Score -453919.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -453939.656250 Penalty: 2537.501221
	Iteration 18Q: 3 clusters Score -453939.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -453950.812500 Penalty: 2537.501221
	Iteration 19Q: 3 clusters Score -453950.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -453965.406250 Penalty: 2537.501221
	Iteration 20F: 3 clusters Score -453965.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -453980.593750 Penalty: 2537.501221
	Iteration 21Q: 3 clusters Score -453980.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -453987.968750 Penalty: 2537.501221
	Iteration 22Q: 3 clusters Score -453988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -453993.531250 Penalty: 2537.501221
	Iteration 23Q: 3 clusters Score -453993.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -453998.687500 Penalty: 2537.501221
	Iteration 24Q: 3 clusters Score -453998.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -454003.750000 Penalty: 2537.501221
	Iteration 25Q: 3 clusters Score -454003.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -454005.187500 Penalty: 2537.501221
	Iteration 26Q: 3 clusters Score -454005.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -454006.750000 Penalty: 2537.501221
	Iteration 27Q: 3 clusters Score -454006.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -454009.218750 Penalty: 2537.501221
	Iteration 28Q: 3 clusters Score -454009.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -454015.125000 Penalty: 2537.501221
	Iteration 29Q: 3 clusters Score -454015.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -454024.343750 Penalty: 2537.501221
	Iteration 30Q: 3 clusters Score -454024.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -454030.968750 Penalty: 2537.501221
	Iteration 31Q: 3 clusters Score -454031 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -454043.062500 Penalty: 2537.501221
	Iteration 32Q: 3 clusters Score -454043.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -454048.843750 Penalty: 2537.501221
	Iteration 33Q: 3 clusters Score -454048.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -454052.500000 Penalty: 2537.501221
	Iteration 34Q: 3 clusters Score -454052.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -454055.343750 Penalty: 2537.501221
	Iteration 35Q: 3 clusters Score -454055.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -454060.093750 Penalty: 2537.501221
	Iteration 36Q: 3 clusters Score -454060.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -454063.031250 Penalty: 2537.501221
	Iteration 37Q: 3 clusters Score -454063 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -454068.906250 Penalty: 2537.501221
	Iteration 38Q: 3 clusters Score -454068.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -454073.812500 Penalty: 2537.501221
	Iteration 39Q: 3 clusters Score -454073.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -454077.812500 Penalty: 2537.501221
	Iteration 40F: 3 clusters Score -454077.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -454079.687500 Penalty: 2537.501221
	Iteration 41Q: 3 clusters Score -454079.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -454080.312500 Penalty: 2537.501221
	Iteration 42Q: 3 clusters Score -454080.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -454083.750000 Penalty: 2537.501221
	Iteration 43Q: 3 clusters Score -454083.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -454087.375000 Penalty: 2537.501221
	Iteration 44Q: 3 clusters Score -454087.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -454089.187500 Penalty: 2537.501221
	Iteration 45Q: 3 clusters Score -454089.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -454090.031250 Penalty: 2537.501221
	Iteration 46Q: 3 clusters Score -454090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -454089.906250 Penalty: 2537.501221
	Iteration 47Q: 3 clusters Score -454089.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -454091.343750 Penalty: 2537.501221
	Iteration 48Q: 3 clusters Score -454091.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -454092.687500 Penalty: 2537.501221
	Iteration 49Q: 3 clusters Score -454092.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -454095.031250 Penalty: 2537.501221
	Iteration 50Q: 3 clusters Score -454095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -454097.687500 Penalty: 2537.501221
	Iteration 51Q: 3 clusters Score -454097.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -454101.343750 Penalty: 2537.501221
	Iteration 52Q: 3 clusters Score -454101.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -454104.250000 Penalty: 2537.501221
	Iteration 53Q: 3 clusters Score -454104.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -454107.343750 Penalty: 2537.501221
	Iteration 54Q: 3 clusters Score -454107.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -454110.750000 Penalty: 2537.501221
	Iteration 55Q: 3 clusters Score -454110.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -454114.843750 Penalty: 2537.501221
	Iteration 56Q: 3 clusters Score -454114.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -454118.562500 Penalty: 2537.501221
	Iteration 57Q: 3 clusters Score -454118.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -454120.031250 Penalty: 2537.501221
	Iteration 58Q: 3 clusters Score -454120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -454120.843750 Penalty: 2537.501221
	Iteration 59Q: 3 clusters Score -454120.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -454121.062500 Penalty: 2537.501221
	Iteration 60F: 3 clusters Score -454121.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -454121.968750 Penalty: 2537.501221
	Iteration 61Q: 3 clusters Score -454122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -454122.875000 Penalty: 2537.501221
	Iteration 62Q: 3 clusters Score -454122.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -454123.812500 Penalty: 2537.501221
	Iteration 63Q: 3 clusters Score -454123.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -454125.156250 Penalty: 2537.501221
	Iteration 64Q: 3 clusters Score -454125.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -454125.750000 Penalty: 2537.501221
	Iteration 65Q: 3 clusters Score -454125.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -454125.500000 Penalty: 2537.501221
	Iteration 66Q: 3 clusters Score -454125.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -454125.500000 Penalty: 2537.501221
	Iteration 67F: 3 clusters Score -454125.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (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: -177806.312500 Penalty: 1128.083984
	Iteration 0F: 2 clusters Score -177806.3 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 1000 members 
Entering Unmasked Estep 
Score: -175967.578125 Penalty: 2256.167969
	Iteration 0F: 3 clusters Score -175967.6 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -176502.562500 Penalty: 2256.167969
	Iteration 1F: 3 clusters Score -176502.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -176676.515625 Penalty: 2256.167969
	Iteration 2F: 3 clusters Score -176676.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -176816.781250 Penalty: 2256.167969
	Iteration 3F: 3 clusters Score -176816.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -176947.203125 Penalty: 2256.167969
	Iteration 4Q: 3 clusters Score -176947.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -177062.968750 Penalty: 2256.167969
	Iteration 5Q: 3 clusters Score -177063 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -177144.703125 Penalty: 2256.167969
	Iteration 6Q: 3 clusters Score -177144.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -177196.640625 Penalty: 2256.167969
	Iteration 7Q: 3 clusters Score -177196.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -177234.593750 Penalty: 2256.167969
	Iteration 8Q: 3 clusters Score -177234.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -177263.312500 Penalty: 2256.167969
	Iteration 9Q: 3 clusters Score -177263.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -177289.406250 Penalty: 2256.167969
	Iteration 10Q: 3 clusters Score -177289.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -177307.265625 Penalty: 2256.167969
	Iteration 11Q: 3 clusters Score -177307.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -177324.468750 Penalty: 2256.167969
	Iteration 12Q: 3 clusters Score -177324.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -177334.531250 Penalty: 2256.167969
	Iteration 13Q: 3 clusters Score -177334.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -177352.953125 Penalty: 2256.167969
	Iteration 14Q: 3 clusters Score -177353 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -177367.203125 Penalty: 2256.167969
	Iteration 15Q: 3 clusters Score -177367.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -177376.812500 Penalty: 2256.167969
	Iteration 16Q: 3 clusters Score -177376.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -177386.453125 Penalty: 2256.167969
	Iteration 17Q: 3 clusters Score -177386.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -177390.968750 Penalty: 2256.167969
	Iteration 18Q: 3 clusters Score -177391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -177394.828125 Penalty: 2256.167969
	Iteration 19Q: 3 clusters Score -177394.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -177396.453125 Penalty: 2256.167969
	Iteration 20F: 3 clusters Score -177396.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -177399.187500 Penalty: 2256.167969
	Iteration 21Q: 3 clusters Score -177399.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -177400.375000 Penalty: 2256.167969
	Iteration 22Q: 3 clusters Score -177400.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -177402.546875 Penalty: 2256.167969
	Iteration 23Q: 3 clusters Score -177402.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -177405.843750 Penalty: 2256.167969
	Iteration 24Q: 3 clusters Score -177405.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -177406.859375 Penalty: 2256.167969
	Iteration 25Q: 3 clusters Score -177406.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -177406.859375 Penalty: 2256.167969
	Iteration 26F: 3 clusters Score -177406.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (5055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Entering Unmasked Estep 
Score: -528633.625000 Penalty: 1268.986328
	Iteration 0F: 2 clusters Score -528633.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -525022.062500 Penalty: 2537.972656
	Iteration 0F: 3 clusters Score -525022.1 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -526041.187500 Penalty: 2537.972656
	Iteration 1F: 3 clusters Score -526041.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -526216.500000 Penalty: 2537.972656
	Iteration 2F: 3 clusters Score -526216.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -526331.187500 Penalty: 2537.972656
	Iteration 3Q: 3 clusters Score -526331.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -526406.937500 Penalty: 2537.972656
	Iteration 4Q: 3 clusters Score -526406.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -526456.312500 Penalty: 2537.972656
	Iteration 5Q: 3 clusters Score -526456.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -526494.375000 Penalty: 2537.972656
	Iteration 6Q: 3 clusters Score -526494.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -526530.812500 Penalty: 2537.972656
	Iteration 7Q: 3 clusters Score -526530.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -526560.937500 Penalty: 2537.972656
	Iteration 8Q: 3 clusters Score -526560.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -526589.312500 Penalty: 2537.972656
	Iteration 9Q: 3 clusters Score -526589.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -526616.000000 Penalty: 2537.972656
	Iteration 10Q: 3 clusters Score -526616 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -526638.250000 Penalty: 2537.972656
	Iteration 11Q: 3 clusters Score -526638.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -526657.625000 Penalty: 2537.972656
	Iteration 12Q: 3 clusters Score -526657.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -526673.000000 Penalty: 2537.972656
	Iteration 13Q: 3 clusters Score -526673 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -526690.750000 Penalty: 2537.972656
	Iteration 14Q: 3 clusters Score -526690.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -526707.250000 Penalty: 2537.972656
	Iteration 15Q: 3 clusters Score -526707.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -526724.875000 Penalty: 2537.972656
	Iteration 16Q: 3 clusters Score -526724.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -526741.187500 Penalty: 2537.972656
	Iteration 17Q: 3 clusters Score -526741.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -526751.937500 Penalty: 2537.972656
	Iteration 18Q: 3 clusters Score -526751.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -526766.875000 Penalty: 2537.972656
	Iteration 19Q: 3 clusters Score -526766.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -526780.250000 Penalty: 2537.972656
	Iteration 20F: 3 clusters Score -526780.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -526796.312500 Penalty: 2537.972656
	Iteration 21Q: 3 clusters Score -526796.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -526807.562500 Penalty: 2537.972656
	Iteration 22Q: 3 clusters Score -526807.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -526818.875000 Penalty: 2537.972656
	Iteration 23Q: 3 clusters Score -526818.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -526828.812500 Penalty: 2537.972656
	Iteration 24Q: 3 clusters Score -526828.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -526841.250000 Penalty: 2537.972656
	Iteration 25Q: 3 clusters Score -526841.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -526855.500000 Penalty: 2537.972656
	Iteration 26Q: 3 clusters Score -526855.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -526870.312500 Penalty: 2537.972656
	Iteration 27Q: 3 clusters Score -526870.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -526881.125000 Penalty: 2537.972656
	Iteration 28Q: 3 clusters Score -526881.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -526895.375000 Penalty: 2537.972656
	Iteration 29Q: 3 clusters Score -526895.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -526910.875000 Penalty: 2537.972656
	Iteration 30Q: 3 clusters Score -526910.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -526927.187500 Penalty: 2537.972656
	Iteration 31Q: 3 clusters Score -526927.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -526940.250000 Penalty: 2537.972656
	Iteration 32Q: 3 clusters Score -526940.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -526954.250000 Penalty: 2537.972656
	Iteration 33Q: 3 clusters Score -526954.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -526975.125000 Penalty: 2537.972656
	Iteration 34Q: 3 clusters Score -526975.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -527003.875000 Penalty: 2537.972656
	Iteration 35Q: 3 clusters Score -527003.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -527032.000000 Penalty: 2537.972656
	Iteration 36Q: 3 clusters Score -527032 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -527060.187500 Penalty: 2537.972656
	Iteration 37Q: 3 clusters Score -527060.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -527090.375000 Penalty: 2537.972656
	Iteration 38Q: 3 clusters Score -527090.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -527118.625000 Penalty: 2537.972656
	Iteration 39Q: 3 clusters Score -527118.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -527154.937500 Penalty: 2537.972656
	Iteration 40F: 3 clusters Score -527154.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -527191.625000 Penalty: 2537.972656
	Iteration 41Q: 3 clusters Score -527191.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -527226.437500 Penalty: 2537.972656
	Iteration 42Q: 3 clusters Score -527226.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -527262.937500 Penalty: 2537.972656
	Iteration 43Q: 3 clusters Score -527262.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -527302.500000 Penalty: 2537.972656
	Iteration 44Q: 3 clusters Score -527302.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -527339.500000 Penalty: 2537.972656
	Iteration 45Q: 3 clusters Score -527339.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -527377.312500 Penalty: 2537.972656
	Iteration 46Q: 3 clusters Score -527377.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -527407.125000 Penalty: 2537.972656
	Iteration 47Q: 3 clusters Score -527407.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -527428.437500 Penalty: 2537.972656
	Iteration 48Q: 3 clusters Score -527428.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -527441.062500 Penalty: 2537.972656
	Iteration 49Q: 3 clusters Score -527441.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -527458.500000 Penalty: 2537.972656
	Iteration 50Q: 3 clusters Score -527458.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -527471.625000 Penalty: 2537.972656
	Iteration 51Q: 3 clusters Score -527471.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -527488.187500 Penalty: 2537.972656
	Iteration 52Q: 3 clusters Score -527488.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -527500.437500 Penalty: 2537.972656
	Iteration 53Q: 3 clusters Score -527500.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -527515.187500 Penalty: 2537.972656
	Iteration 54Q: 3 clusters Score -527515.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -527523.312500 Penalty: 2537.972656
	Iteration 55Q: 3 clusters Score -527523.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -527530.187500 Penalty: 2537.972656
	Iteration 56Q: 3 clusters Score -527530.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -527543.812500 Penalty: 2537.972656
	Iteration 57Q: 3 clusters Score -527543.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -527554.187500 Penalty: 2537.972656
	Iteration 58Q: 3 clusters Score -527554.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -527563.062500 Penalty: 2537.972656
	Iteration 59Q: 3 clusters Score -527563.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -527567.500000 Penalty: 2537.972656
	Iteration 60F: 3 clusters Score -527567.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -527573.812500 Penalty: 2537.972656
	Iteration 61Q: 3 clusters Score -527573.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -527581.750000 Penalty: 2537.972656
	Iteration 62Q: 3 clusters Score -527581.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -527589.437500 Penalty: 2537.972656
	Iteration 63Q: 3 clusters Score -527589.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -527598.875000 Penalty: 2537.972656
	Iteration 64Q: 3 clusters Score -527598.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -527613.500000 Penalty: 2537.972656
	Iteration 65Q: 3 clusters Score -527613.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -527626.062500 Penalty: 2537.972656
	Iteration 66Q: 3 clusters Score -527626.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -527631.625000 Penalty: 2537.972656
	Iteration 67Q: 3 clusters Score -527631.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -527636.187500 Penalty: 2537.972656
	Iteration 68Q: 3 clusters Score -527636.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -527638.000000 Penalty: 2537.972656
	Iteration 69Q: 3 clusters Score -527638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -527639.250000 Penalty: 2537.972656
	Iteration 70Q: 3 clusters Score -527639.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -527642.062500 Penalty: 2537.972656
	Iteration 71Q: 3 clusters Score -527642.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -527646.437500 Penalty: 2537.972656
	Iteration 72Q: 3 clusters Score -527646.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -527649.312500 Penalty: 2537.972656
	Iteration 73Q: 3 clusters Score -527649.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -527654.062500 Penalty: 2537.972656
	Iteration 74Q: 3 clusters Score -527654.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -527658.750000 Penalty: 2537.972656
	Iteration 75Q: 3 clusters Score -527658.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -527666.937500 Penalty: 2537.972656
	Iteration 76Q: 3 clusters Score -527666.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -527672.125000 Penalty: 2537.972656
	Iteration 77Q: 3 clusters Score -527672.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -527672.812500 Penalty: 2537.972656
	Iteration 78Q: 3 clusters Score -527672.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -527674.937500 Penalty: 2537.972656
	Iteration 79Q: 3 clusters Score -527674.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -527676.500000 Penalty: 2537.972656
	Iteration 80F: 3 clusters Score -527676.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -527678.562500 Penalty: 2537.972656
	Iteration 81Q: 3 clusters Score -527678.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -527682.312500 Penalty: 2537.972656
	Iteration 82Q: 3 clusters Score -527682.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -527685.750000 Penalty: 2537.972656
	Iteration 83Q: 3 clusters Score -527685.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -527685.687500 Penalty: 2537.972656
	Iteration 84Q: 3 clusters Score -527685.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -527687.312500 Penalty: 2537.972656
	Iteration 85Q: 3 clusters Score -527687.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -527688.562500 Penalty: 2537.972656
	Iteration 86Q: 3 clusters Score -527688.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -527689.500000 Penalty: 2537.972656
	Iteration 87Q: 3 clusters Score -527689.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -527691.812500 Penalty: 2537.972656
	Iteration 88Q: 3 clusters Score -527691.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -527695.750000 Penalty: 2537.972656
	Iteration 89Q: 3 clusters Score -527695.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -527699.062500 Penalty: 2537.972656
	Iteration 90Q: 3 clusters Score -527699.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -527702.062500 Penalty: 2537.972656
	Iteration 91Q: 3 clusters Score -527702.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -527703.687500 Penalty: 2537.972656
	Iteration 92Q: 3 clusters Score -527703.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -527704.125000 Penalty: 2537.972656
	Iteration 93Q: 3 clusters Score -527704.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -527709.000000 Penalty: 2537.972656
	Iteration 94Q: 3 clusters Score -527709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -527708.625000 Penalty: 2537.972656
	Iteration 95Q: 3 clusters Score -527708.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -527709.625000 Penalty: 2537.972656
	Iteration 96Q: 3 clusters Score -527709.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -527709.625000 Penalty: 2537.972656
	Iteration 97F: 3 clusters Score -527709.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (6488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Entering Unmasked Estep 
Score: -679171.750000 Penalty: 1306.123291
	Iteration 0F: 2 clusters Score -679171.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -674633.625000 Penalty: 2612.246582
	Iteration 0F: 3 clusters Score -674633.6 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -676043.687500 Penalty: 2612.246582
	Iteration 1F: 3 clusters Score -676043.7 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -676367.562500 Penalty: 2612.246582
	Iteration 2F: 3 clusters Score -676367.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -676619.812500 Penalty: 2612.246582
	Iteration 3F: 3 clusters Score -676619.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -676823.000000 Penalty: 2612.246582
	Iteration 4F: 3 clusters Score -676823 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -677020.000000 Penalty: 2612.246582
	Iteration 5Q: 3 clusters Score -677020 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -677190.500000 Penalty: 2612.246582
	Iteration 6Q: 3 clusters Score -677190.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -677339.000000 Penalty: 2612.246582
	Iteration 7Q: 3 clusters Score -677339 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -677470.812500 Penalty: 2612.246582
	Iteration 8Q: 3 clusters Score -677470.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -677569.187500 Penalty: 2612.246582
	Iteration 9Q: 3 clusters Score -677569.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -677638.500000 Penalty: 2612.246582
	Iteration 10Q: 3 clusters Score -677638.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -677692.625000 Penalty: 2612.246582
	Iteration 11Q: 3 clusters Score -677692.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -677737.625000 Penalty: 2612.246582
	Iteration 12Q: 3 clusters Score -677737.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -677778.500000 Penalty: 2612.246582
	Iteration 13Q: 3 clusters Score -677778.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -677809.000000 Penalty: 2612.246582
	Iteration 14Q: 3 clusters Score -677809 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -677835.250000 Penalty: 2612.246582
	Iteration 15Q: 3 clusters Score -677835.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -677864.062500 Penalty: 2612.246582
	Iteration 16Q: 3 clusters Score -677864.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -677890.250000 Penalty: 2612.246582
	Iteration 17Q: 3 clusters Score -677890.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -677911.187500 Penalty: 2612.246582
	Iteration 18Q: 3 clusters Score -677911.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -677926.937500 Penalty: 2612.246582
	Iteration 19Q: 3 clusters Score -677926.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -677938.625000 Penalty: 2612.246582
	Iteration 20F: 3 clusters Score -677938.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -677955.437500 Penalty: 2612.246582
	Iteration 21Q: 3 clusters Score -677955.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -677972.312500 Penalty: 2612.246582
	Iteration 22Q: 3 clusters Score -677972.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -677985.750000 Penalty: 2612.246582
	Iteration 23Q: 3 clusters Score -677985.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -677993.500000 Penalty: 2612.246582
	Iteration 24Q: 3 clusters Score -677993.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -678001.000000 Penalty: 2612.246582
	Iteration 25Q: 3 clusters Score -678001 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -678009.312500 Penalty: 2612.246582
	Iteration 26Q: 3 clusters Score -678009.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -678016.875000 Penalty: 2612.246582
	Iteration 27Q: 3 clusters Score -678016.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -678025.875000 Penalty: 2612.246582
	Iteration 28Q: 3 clusters Score -678025.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -678028.375000 Penalty: 2612.246582
	Iteration 29Q: 3 clusters Score -678028.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -678032.500000 Penalty: 2612.246582
	Iteration 30Q: 3 clusters Score -678032.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -678034.937500 Penalty: 2612.246582
	Iteration 31Q: 3 clusters Score -678034.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -678036.562500 Penalty: 2612.246582
	Iteration 32Q: 3 clusters Score -678036.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -678037.312500 Penalty: 2612.246582
	Iteration 33Q: 3 clusters Score -678037.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -678037.312500 Penalty: 2612.246582
	Iteration 34F: 3 clusters Score -678037.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (22156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Entering Unmasked Estep 
Score: -2290582.500000 Penalty: 1488.872437
	Iteration 0F: 2 clusters Score -2290582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -2276243.000000 Penalty: 2977.744873
	Iteration 0F: 3 clusters Score -2276243 nChanged 9774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -2281440.750000 Penalty: 2977.744873
	Iteration 1F: 3 clusters Score -2281441 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -2281896.250000 Penalty: 2977.744873
	Iteration 2F: 3 clusters Score -2281896 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -2282305.750000 Penalty: 2977.744873
	Iteration 3Q: 3 clusters Score -2282306 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -2282642.000000 Penalty: 2977.744873
	Iteration 4Q: 3 clusters Score -2282642 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -2282994.750000 Penalty: 2977.744873
	Iteration 5Q: 3 clusters Score -2282995 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -2283348.250000 Penalty: 2977.744873
	Iteration 6Q: 3 clusters Score -2283348 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -2283701.250000 Penalty: 2977.744873
	Iteration 7Q: 3 clusters Score -2283701 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -2284036.500000 Penalty: 2977.744873
	Iteration 8Q: 3 clusters Score -2284036 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -2284319.000000 Penalty: 2977.744873
	Iteration 9Q: 3 clusters Score -2284319 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -2284589.000000 Penalty: 2977.744873
	Iteration 10Q: 3 clusters Score -2284589 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -2284805.250000 Penalty: 2977.744873
	Iteration 11Q: 3 clusters Score -2284805 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -2284987.500000 Penalty: 2977.744873
	Iteration 12Q: 3 clusters Score -2284988 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -2285185.750000 Penalty: 2977.744873
	Iteration 13Q: 3 clusters Score -2285186 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -2285394.000000 Penalty: 2977.744873
	Iteration 14Q: 3 clusters Score -2285394 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -2285591.250000 Penalty: 2977.744873
	Iteration 15Q: 3 clusters Score -2285591 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -2285767.500000 Penalty: 2977.744873
	Iteration 16Q: 3 clusters Score -2285768 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -2285965.750000 Penalty: 2977.744873
	Iteration 17Q: 3 clusters Score -2285966 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -2286158.000000 Penalty: 2977.744873
	Iteration 18Q: 3 clusters Score -2286158 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -2286356.000000 Penalty: 2977.744873
	Iteration 19Q: 3 clusters Score -2286356 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -2286575.000000 Penalty: 2977.744873
	Iteration 20F: 3 clusters Score -2286575 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -2286791.500000 Penalty: 2977.744873
	Iteration 21Q: 3 clusters Score -2286792 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -2287021.000000 Penalty: 2977.744873
	Iteration 22Q: 3 clusters Score -2287021 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -2287287.500000 Penalty: 2977.744873
	Iteration 23Q: 3 clusters Score -2287288 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -2287597.750000 Penalty: 2977.744873
	Iteration 24Q: 3 clusters Score -2287598 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -2287996.250000 Penalty: 2977.744873
	Iteration 25Q: 3 clusters Score -2287996 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -2288481.250000 Penalty: 2977.744873
	Iteration 26Q: 3 clusters Score -2288481 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -2289424.500000 Penalty: 2977.744873
	Iteration 27Q: 3 clusters Score -2289424 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -2291267.750000 Penalty: 2977.744873
	Iteration 28Q: 3 clusters Score -2291268 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -2292581.750000 Penalty: 2977.744873
	Iteration 29Q: 3 clusters Score -2292582 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -2293331.000000 Penalty: 2977.744873
	Iteration 30Q: 3 clusters Score -2293331 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -2294247.500000 Penalty: 2977.744873
	Iteration 31Q: 3 clusters Score -2294248 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -2295539.750000 Penalty: 2977.744873
	Iteration 32Q: 3 clusters Score -2295540 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -2297466.000000 Penalty: 2977.744873
	Iteration 33F: 3 clusters Score -2297466 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -2300550.250000 Penalty: 2977.744873
	Iteration 34F: 3 clusters Score -2300550 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -2304970.500000 Penalty: 2977.744873
	Iteration 35Q: 3 clusters Score -2304970 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -2306840.250000 Penalty: 2977.744873
	Iteration 36Q: 3 clusters Score -2306840 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -2306947.250000 Penalty: 2977.744873
	Iteration 37Q: 3 clusters Score -2306947 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -2306945.500000 Penalty: 2977.744873
	Iteration 38Q: 3 clusters Score -2306946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -2306945.500000 Penalty: 2977.744873
	Iteration 39F: 3 clusters Score -2306946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 108173 members 
Mstep: Class 3 contains 19691 members 
Mstep: Class 4 contains 37003 members 
Mstep: Class 5 contains 66488 members 
Mstep: Class 6 contains 115338 members 
Mstep: Class 7 contains 5624 members 
Mstep: Class 8 contains 15845 members 
Mstep: Class 9 contains 20052 members 
Mstep: Class 10 contains 22679 members 
Mstep: Class 11 contains 49752 members 
Mstep: Class 12 contains 4061 members 
Mstep: Class 13 contains 9850 members 
Mstep: Class 14 contains 1781 members 
Mstep: Class 15 contains 5309 members 
Mstep: Class 16 contains 40898 members 
Mstep: Class 17 contains 8406 members 
Mstep: Class 18 contains 21429 members 
Mstep: Class 19 contains 16336 members 
Mstep: Class 20 contains 38196 members 
Mstep: Class 21 contains 12742 members 
Mstep: Class 22 contains 19875 members 
Mstep: Class 23 contains 13070 members 
Mstep: Class 24 contains 10383 members 
Mstep: Class 25 contains 2058 members 
Mstep: Class 26 contains 3412 members 
Mstep: Class 27 contains 23105 members 
Mstep: Class 28 contains 2786 members 
Mstep: Class 29 contains 10396 members 
Mstep: Class 30 contains 38432 members 
Mstep: Class 31 contains 17855 members 
Mstep: Class 32 contains 7426 members 
Mstep: Class 33 contains 19557 members 
Mstep: Class 34 contains 8792 members 
Mstep: Class 35 contains 19688 members 
Mstep: Class 36 contains 704 members 
Mstep: Class 37 contains 6269 members 
Mstep: Class 38 contains 15551 members 
Mstep: Class 39 contains 5047 members 
Mstep: Class 40 contains 1961 members 
Mstep: Class 41 contains 5055 members 
Mstep: Class 42 contains 6488 members 
Mstep: Class 43 contains 11644 members 
Mstep: Class 44 contains 3579 members 
Mstep: Class 45 contains 4026 members 
Mstep: Class 46 contains 95 members 
Mstep: Class 47 contains 892 members 
Mstep: Class 48 contains 10512 members 
Entering Unmasked Estep 
Score: -88126456.000000 Penalty: 97921.867188
Splitting cluster 43 changes total score from -88110632.000000 to -88126456.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 44 (3579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Entering Unmasked Estep 
Score: -366141.093750 Penalty: 1217.606445
	Iteration 0F: 2 clusters Score -366141.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -363301.156250 Penalty: 2435.212891
	Iteration 0F: 3 clusters Score -363301.2 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -364075.125000 Penalty: 2435.212891
	Iteration 1F: 3 clusters Score -364075.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -364221.156250 Penalty: 2435.212891
	Iteration 2F: 3 clusters Score -364221.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -364297.656250 Penalty: 2435.212891
	Iteration 3Q: 3 clusters Score -364297.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -364343.812500 Penalty: 2435.212891
	Iteration 4Q: 3 clusters Score -364343.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -364372.968750 Penalty: 2435.212891
	Iteration 5Q: 3 clusters Score -364373 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -364402.093750 Penalty: 2435.212891
	Iteration 6Q: 3 clusters Score -364402.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -364424.625000 Penalty: 2435.212891
	Iteration 7Q: 3 clusters Score -364424.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -364444.125000 Penalty: 2435.212891
	Iteration 8Q: 3 clusters Score -364444.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -364459.625000 Penalty: 2435.212891
	Iteration 9Q: 3 clusters Score -364459.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -364474.281250 Penalty: 2435.212891
	Iteration 10Q: 3 clusters Score -364474.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -364490.750000 Penalty: 2435.212891
	Iteration 11Q: 3 clusters Score -364490.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -364504.093750 Penalty: 2435.212891
	Iteration 12Q: 3 clusters Score -364504.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -364515.156250 Penalty: 2435.212891
	Iteration 13Q: 3 clusters Score -364515.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -364532.687500 Penalty: 2435.212891
	Iteration 14Q: 3 clusters Score -364532.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -364546.812500 Penalty: 2435.212891
	Iteration 15Q: 3 clusters Score -364546.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -364561.718750 Penalty: 2435.212891
	Iteration 16Q: 3 clusters Score -364561.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -364582.406250 Penalty: 2435.212891
	Iteration 17Q: 3 clusters Score -364582.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -364602.406250 Penalty: 2435.212891
	Iteration 18Q: 3 clusters Score -364602.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -364619.281250 Penalty: 2435.212891
	Iteration 19Q: 3 clusters Score -364619.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -364638.593750 Penalty: 2435.212891
	Iteration 20F: 3 clusters Score -364638.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -364665.156250 Penalty: 2435.212891
	Iteration 21Q: 3 clusters Score -364665.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -364693.031250 Penalty: 2435.212891
	Iteration 22Q: 3 clusters Score -364693 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -364713.656250 Penalty: 2435.212891
	Iteration 23Q: 3 clusters Score -364713.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -364740.812500 Penalty: 2435.212891
	Iteration 24Q: 3 clusters Score -364740.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -364762.531250 Penalty: 2435.212891
	Iteration 25Q: 3 clusters Score -364762.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -364785.656250 Penalty: 2435.212891
	Iteration 26Q: 3 clusters Score -364785.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -364802.531250 Penalty: 2435.212891
	Iteration 27Q: 3 clusters Score -364802.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -364814.968750 Penalty: 2435.212891
	Iteration 28Q: 3 clusters Score -364815 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -364827.843750 Penalty: 2435.212891
	Iteration 29Q: 3 clusters Score -364827.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -364838.718750 Penalty: 2435.212891
	Iteration 30Q: 3 clusters Score -364838.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -364850.906250 Penalty: 2435.212891
	Iteration 31Q: 3 clusters Score -364850.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -364861.468750 Penalty: 2435.212891
	Iteration 32Q: 3 clusters Score -364861.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -364871.750000 Penalty: 2435.212891
	Iteration 33Q: 3 clusters Score -364871.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -364884.312500 Penalty: 2435.212891
	Iteration 34Q: 3 clusters Score -364884.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -364900.312500 Penalty: 2435.212891
	Iteration 35Q: 3 clusters Score -364900.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -364910.187500 Penalty: 2435.212891
	Iteration 36Q: 3 clusters Score -364910.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -364924.625000 Penalty: 2435.212891
	Iteration 37Q: 3 clusters Score -364924.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -364942.312500 Penalty: 2435.212891
	Iteration 38Q: 3 clusters Score -364942.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -364961.062500 Penalty: 2435.212891
	Iteration 39Q: 3 clusters Score -364961.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -364975.375000 Penalty: 2435.212891
	Iteration 40F: 3 clusters Score -364975.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -364989.531250 Penalty: 2435.212891
	Iteration 41Q: 3 clusters Score -364989.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -364995.687500 Penalty: 2435.212891
	Iteration 42Q: 3 clusters Score -364995.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -365003.093750 Penalty: 2435.212891
	Iteration 43Q: 3 clusters Score -365003.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -365010.750000 Penalty: 2435.212891
	Iteration 44Q: 3 clusters Score -365010.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -365015.968750 Penalty: 2435.212891
	Iteration 45Q: 3 clusters Score -365016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -365020.593750 Penalty: 2435.212891
	Iteration 46Q: 3 clusters Score -365020.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -365025.750000 Penalty: 2435.212891
	Iteration 47Q: 3 clusters Score -365025.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -365028.687500 Penalty: 2435.212891
	Iteration 48Q: 3 clusters Score -365028.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -365030.406250 Penalty: 2435.212891
	Iteration 49Q: 3 clusters Score -365030.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -365030.687500 Penalty: 2435.212891
	Iteration 50Q: 3 clusters Score -365030.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -365030.687500 Penalty: 2435.212891
	Iteration 51F: 3 clusters Score -365030.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (4026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Entering Unmasked Estep 
Score: -379908.156250 Penalty: 1235.118652
	Iteration 0F: 2 clusters Score -379908.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -376824.562500 Penalty: 2470.237305
	Iteration 0F: 3 clusters Score -376824.6 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -377780.843750 Penalty: 2470.237305
	Iteration 1F: 3 clusters Score -377780.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -378107.750000 Penalty: 2470.237305
	Iteration 2F: 3 clusters Score -378107.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -378374.062500 Penalty: 2470.237305
	Iteration 3F: 3 clusters Score -378374.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -378632.906250 Penalty: 2470.237305
	Iteration 4F: 3 clusters Score -378632.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -378865.187500 Penalty: 2470.237305
	Iteration 5F: 3 clusters Score -378865.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -379115.812500 Penalty: 2470.237305
	Iteration 6F: 3 clusters Score -379115.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -379311.375000 Penalty: 2470.237305
	Iteration 7Q: 3 clusters Score -379311.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -379466.468750 Penalty: 2470.237305
	Iteration 8Q: 3 clusters Score -379466.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -379594.968750 Penalty: 2470.237305
	Iteration 9Q: 3 clusters Score -379595 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -379677.625000 Penalty: 2470.237305
	Iteration 10Q: 3 clusters Score -379677.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -379718.718750 Penalty: 2470.237305
	Iteration 11Q: 3 clusters Score -379718.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -379749.843750 Penalty: 2470.237305
	Iteration 12Q: 3 clusters Score -379749.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -379777.687500 Penalty: 2470.237305
	Iteration 13Q: 3 clusters Score -379777.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -379792.468750 Penalty: 2470.237305
	Iteration 14Q: 3 clusters Score -379792.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -379801.281250 Penalty: 2470.237305
	Iteration 15Q: 3 clusters Score -379801.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -379807.093750 Penalty: 2470.237305
	Iteration 16Q: 3 clusters Score -379807.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -379812.593750 Penalty: 2470.237305
	Iteration 17Q: 3 clusters Score -379812.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -379817.906250 Penalty: 2470.237305
	Iteration 18Q: 3 clusters Score -379817.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -379824.500000 Penalty: 2470.237305
	Iteration 19Q: 3 clusters Score -379824.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -379829.968750 Penalty: 2470.237305
	Iteration 20F: 3 clusters Score -379830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -379834.843750 Penalty: 2470.237305
	Iteration 21Q: 3 clusters Score -379834.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -379838.812500 Penalty: 2470.237305
	Iteration 22Q: 3 clusters Score -379838.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -379842.718750 Penalty: 2470.237305
	Iteration 23Q: 3 clusters Score -379842.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -379843.687500 Penalty: 2470.237305
	Iteration 24Q: 3 clusters Score -379843.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -379845.812500 Penalty: 2470.237305
	Iteration 25Q: 3 clusters Score -379845.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -379846.218750 Penalty: 2470.237305
	Iteration 26Q: 3 clusters Score -379846.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -379847.062500 Penalty: 2470.237305
	Iteration 27Q: 3 clusters Score -379847.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -379848.093750 Penalty: 2470.237305
	Iteration 28Q: 3 clusters Score -379848.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -379848.437500 Penalty: 2470.237305
	Iteration 29Q: 3 clusters Score -379848.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -379849.500000 Penalty: 2470.237305
	Iteration 30Q: 3 clusters Score -379849.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -379850.281250 Penalty: 2470.237305
	Iteration 31Q: 3 clusters Score -379850.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -379850.281250 Penalty: 2470.237305
	Iteration 32Q: 3 clusters Score -379850.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -379851.781250 Penalty: 2470.237305
	Iteration 33Q: 3 clusters Score -379851.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -379851.625000 Penalty: 2470.237305
	Iteration 34Q: 3 clusters Score -379851.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -379851.625000 Penalty: 2470.237305
	Iteration 35F: 3 clusters Score -379851.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (95 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Entering Unmasked Estep 
Score: -6698.507324 Penalty: 677.616882
	Iteration 0F: 2 clusters Score -6698.507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -6398.282715 Penalty: 1355.233765
	Iteration 0F: 3 clusters Score -6398.283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Entering Unmasked Estep 
Score: -79654.617188 Penalty: 1010.867798
	Iteration 0F: 2 clusters Score -79654.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -78459.859375 Penalty: 2021.735596
	Iteration 0F: 3 clusters Score -78459.86 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -78718.882812 Penalty: 2021.735596
	Iteration 1F: 3 clusters Score -78718.88 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -78818.367188 Penalty: 2021.735596
	Iteration 2F: 3 clusters Score -78818.37 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -78864.304688 Penalty: 2021.735596
	Iteration 3Q: 3 clusters Score -78864.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -78897.320312 Penalty: 2021.735596
	Iteration 4Q: 3 clusters Score -78897.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -78911.554688 Penalty: 2021.735596
	Iteration 5Q: 3 clusters Score -78911.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -78929.648438 Penalty: 2021.735596
	Iteration 6Q: 3 clusters Score -78929.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -78943.156250 Penalty: 2021.735596
	Iteration 7Q: 3 clusters Score -78943.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -78956.242188 Penalty: 2021.735596
	Iteration 8Q: 3 clusters Score -78956.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -78969.539062 Penalty: 2021.735596
	Iteration 9Q: 3 clusters Score -78969.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -78998.343750 Penalty: 2021.735596
	Iteration 10Q: 3 clusters Score -78998.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -79015.828125 Penalty: 2021.735596
	Iteration 11Q: 3 clusters Score -79015.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -79029.742188 Penalty: 2021.735596
	Iteration 12Q: 3 clusters Score -79029.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -79044.070312 Penalty: 2021.735596
	Iteration 13Q: 3 clusters Score -79044.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -79054.312500 Penalty: 2021.735596
	Iteration 14Q: 3 clusters Score -79054.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -79067.359375 Penalty: 2021.735596
	Iteration 15Q: 3 clusters Score -79067.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -79082.671875 Penalty: 2021.735596
	Iteration 16Q: 3 clusters Score -79082.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -79094.734375 Penalty: 2021.735596
	Iteration 17Q: 3 clusters Score -79094.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -79108.546875 Penalty: 2021.735596
	Iteration 18Q: 3 clusters Score -79108.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -79115.820312 Penalty: 2021.735596
	Iteration 19Q: 3 clusters Score -79115.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -79128.640625 Penalty: 2021.735596
	Iteration 20F: 3 clusters Score -79128.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -79137.992188 Penalty: 2021.735596
	Iteration 21Q: 3 clusters Score -79137.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -79146.039062 Penalty: 2021.735596
	Iteration 22Q: 3 clusters Score -79146.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -79157.562500 Penalty: 2021.735596
	Iteration 23Q: 3 clusters Score -79157.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -79163.296875 Penalty: 2021.735596
	Iteration 24Q: 3 clusters Score -79163.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -79164.765625 Penalty: 2021.735596
	Iteration 25Q: 3 clusters Score -79164.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -79168.765625 Penalty: 2021.735596
	Iteration 26Q: 3 clusters Score -79168.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -79185.289062 Penalty: 2021.735596
	Iteration 27Q: 3 clusters Score -79185.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -79195.875000 Penalty: 2021.735596
	Iteration 28Q: 3 clusters Score -79195.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -79200.195312 Penalty: 2021.735596
	Iteration 29Q: 3 clusters Score -79200.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -79216.296875 Penalty: 2021.735596
	Iteration 30Q: 3 clusters Score -79216.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -79231.476562 Penalty: 2021.735596
	Iteration 31Q: 3 clusters Score -79231.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -79248.570312 Penalty: 2021.735596
	Iteration 32Q: 3 clusters Score -79248.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -79262.062500 Penalty: 2021.735596
	Iteration 33Q: 3 clusters Score -79262.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -79262.062500 Penalty: 2021.735596
	Iteration 34F: 3 clusters Score -79262.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 108173 members 
Mstep: Class 3 contains 19691 members 
Mstep: Class 4 contains 37003 members 
Mstep: Class 5 contains 66488 members 
Mstep: Class 6 contains 115338 members 
Mstep: Class 7 contains 5624 members 
Mstep: Class 8 contains 15845 members 
Mstep: Class 9 contains 20052 members 
Mstep: Class 10 contains 22679 members 
Mstep: Class 11 contains 49752 members 
Mstep: Class 12 contains 4061 members 
Mstep: Class 13 contains 9850 members 
Mstep: Class 14 contains 1781 members 
Mstep: Class 15 contains 5309 members 
Mstep: Class 16 contains 40898 members 
Mstep: Class 17 contains 8406 members 
Mstep: Class 18 contains 21429 members 
Mstep: Class 19 contains 16336 members 
Mstep: Class 20 contains 38196 members 
Mstep: Class 21 contains 12742 members 
Mstep: Class 22 contains 19875 members 
Mstep: Class 23 contains 13070 members 
Mstep: Class 24 contains 10383 members 
Mstep: Class 25 contains 2058 members 
Mstep: Class 26 contains 3412 members 
Mstep: Class 27 contains 23105 members 
Mstep: Class 28 contains 2786 members 
Mstep: Class 29 contains 10396 members 
Mstep: Class 30 contains 38432 members 
Mstep: Class 31 contains 17855 members 
Mstep: Class 32 contains 7426 members 
Mstep: Class 33 contains 19557 members 
Mstep: Class 34 contains 8792 members 
Mstep: Class 35 contains 19688 members 
Mstep: Class 36 contains 704 members 
Mstep: Class 37 contains 6269 members 
Mstep: Class 38 contains 15551 members 
Mstep: Class 39 contains 5047 members 
Mstep: Class 40 contains 1961 members 
Mstep: Class 41 contains 5055 members 
Mstep: Class 42 contains 6488 members 
Mstep: Class 43 contains 11644 members 
Mstep: Class 44 contains 3579 members 
Mstep: Class 45 contains 4026 members 
Mstep: Class 46 contains 95 members 
Mstep: Class 47 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88128128.000000 Penalty: 97921.867188
Iteration 159Q: 49 clusters Score -8.812813e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 107857 members 
Mstep: Class 3 contains 19656 members 
Mstep: Class 4 contains 37007 members 
Mstep: Class 5 contains 66499 members 
Mstep: Class 6 contains 115342 members 
Mstep: Class 7 contains 5617 members 
Mstep: Class 8 contains 15823 members 
Mstep: Class 9 contains 20050 members 
Mstep: Class 10 contains 22702 members 
Mstep: Class 11 contains 49754 members 
Mstep: Class 12 contains 4064 members 
Mstep: Class 13 contains 9882 members 
Mstep: Class 14 contains 1782 members 
Mstep: Class 15 contains 5310 members 
Mstep: Class 16 contains 40788 members 
Mstep: Class 17 contains 8388 members 
Mstep: Class 18 contains 21166 members 
Mstep: Class 19 contains 16351 members 
Mstep: Class 20 contains 38211 members 
Mstep: Class 21 contains 12805 members 
Mstep: Class 22 contains 19874 members 
Mstep: Class 23 contains 13069 members 
Mstep: Class 24 contains 10384 members 
Mstep: Class 25 contains 2059 members 
Mstep: Class 26 contains 3410 members 
Mstep: Class 27 contains 23109 members 
Mstep: Class 28 contains 2789 members 
Mstep: Class 29 contains 10394 members 
Mstep: Class 30 contains 38432 members 
Mstep: Class 31 contains 17868 members 
Mstep: Class 32 contains 7428 members 
Mstep: Class 33 contains 19568 members 
Mstep: Class 34 contains 8792 members 
Mstep: Class 35 contains 19688 members 
Mstep: Class 36 contains 705 members 
Mstep: Class 37 contains 6267 members 
Mstep: Class 38 contains 15559 members 
Mstep: Class 39 contains 5040 members 
Mstep: Class 40 contains 1962 members 
Mstep: Class 41 contains 5065 members 
Mstep: Class 42 contains 6492 members 
Mstep: Class 43 contains 12355 members 
Mstep: Class 44 contains 3579 members 
Mstep: Class 45 contains 4026 members 
Mstep: Class 46 contains 95 members 
Mstep: Class 47 contains 892 members 
Mstep: Class 48 contains 10347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88128976.000000 Penalty: 97921.867188
Iteration 160F: 49 clusters Score -8.812898e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 107618 members 
Mstep: Class 3 contains 19637 members 
Mstep: Class 4 contains 36996 members 
Mstep: Class 5 contains 66509 members 
Mstep: Class 6 contains 115375 members 
Mstep: Class 7 contains 5611 members 
Mstep: Class 8 contains 15799 members 
Mstep: Class 9 contains 20054 members 
Mstep: Class 10 contains 22723 members 
Mstep: Class 11 contains 49751 members 
Mstep: Class 12 contains 4065 members 
Mstep: Class 13 contains 9887 members 
Mstep: Class 14 contains 1780 members 
Mstep: Class 15 contains 5312 members 
Mstep: Class 16 contains 40726 members 
Mstep: Class 17 contains 8378 members 
Mstep: Class 18 contains 20969 members 
Mstep: Class 19 contains 16343 members 
Mstep: Class 20 contains 38211 members 
Mstep: Class 21 contains 12605 members 
Mstep: Class 22 contains 19873 members 
Mstep: Class 23 contains 13069 members 
Mstep: Class 24 contains 10368 members 
Mstep: Class 25 contains 2059 members 
Mstep: Class 26 contains 3411 members 
Mstep: Class 27 contains 23120 members 
Mstep: Class 28 contains 2789 members 
Mstep: Class 29 contains 10392 members 
Mstep: Class 30 contains 38438 members 
Mstep: Class 31 contains 17864 members 
Mstep: Class 32 contains 7435 members 
Mstep: Class 33 contains 19598 members 
Mstep: Class 34 contains 8793 members 
Mstep: Class 35 contains 19687 members 
Mstep: Class 36 contains 706 members 
Mstep: Class 37 contains 6262 members 
Mstep: Class 38 contains 15542 members 
Mstep: Class 39 contains 5035 members 
Mstep: Class 40 contains 1962 members 
Mstep: Class 41 contains 5030 members 
Mstep: Class 42 contains 6490 members 
Mstep: Class 43 contains 12805 members 
Mstep: Class 44 contains 3579 members 
Mstep: Class 45 contains 4026 members 
Mstep: Class 46 contains 99 members 
Mstep: Class 47 contains 892 members 
Mstep: Class 48 contains 10632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88129480.000000 Penalty: 97921.867188
Iteration 161Q: 49 clusters Score -8.812948e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 107428 members 
Mstep: Class 3 contains 19632 members 
Mstep: Class 4 contains 36994 members 
Mstep: Class 5 contains 66525 members 
Mstep: Class 6 contains 115402 members 
Mstep: Class 7 contains 5606 members 
Mstep: Class 8 contains 15766 members 
Mstep: Class 9 contains 20058 members 
Mstep: Class 10 contains 22734 members 
Mstep: Class 11 contains 49754 members 
Mstep: Class 12 contains 4066 members 
Mstep: Class 13 contains 9884 members 
Mstep: Class 14 contains 1780 members 
Mstep: Class 15 contains 5315 members 
Mstep: Class 16 contains 40677 members 
Mstep: Class 17 contains 8374 members 
Mstep: Class 18 contains 20793 members 
Mstep: Class 19 contains 16343 members 
Mstep: Class 20 contains 38210 members 
Mstep: Class 21 contains 12494 members 
Mstep: Class 22 contains 19870 members 
Mstep: Class 23 contains 13066 members 
Mstep: Class 24 contains 10365 members 
Mstep: Class 25 contains 2061 members 
Mstep: Class 26 contains 3411 members 
Mstep: Class 27 contains 23144 members 
Mstep: Class 28 contains 2789 members 
Mstep: Class 29 contains 10388 members 
Mstep: Class 30 contains 38443 members 
Mstep: Class 31 contains 17864 members 
Mstep: Class 32 contains 7443 members 
Mstep: Class 33 contains 19639 members 
Mstep: Class 34 contains 8794 members 
Mstep: Class 35 contains 19673 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 6255 members 
Mstep: Class 38 contains 15543 members 
Mstep: Class 39 contains 5035 members 
Mstep: Class 40 contains 1962 members 
Mstep: Class 41 contains 5014 members 
Mstep: Class 42 contains 6489 members 
Mstep: Class 43 contains 13159 members 
Mstep: Class 44 contains 3580 members 
Mstep: Class 45 contains 4027 members 
Mstep: Class 46 contains 95 members 
Mstep: Class 47 contains 892 members 
Mstep: Class 48 contains 10759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88129640.000000 Penalty: 97921.867188
Iteration 162Q: 49 clusters Score -8.812964e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 107272 members 
Mstep: Class 3 contains 19620 members 
Mstep: Class 4 contains 36991 members 
Mstep: Class 5 contains 66540 members 
Mstep: Class 6 contains 115437 members 
Mstep: Class 7 contains 5608 members 
Mstep: Class 8 contains 15736 members 
Mstep: Class 9 contains 20067 members 
Mstep: Class 10 contains 22741 members 
Mstep: Class 11 contains 49759 members 
Mstep: Class 12 contains 4067 members 
Mstep: Class 13 contains 9886 members 
Mstep: Class 14 contains 1780 members 
Mstep: Class 15 contains 5316 members 
Mstep: Class 16 contains 40634 members 
Mstep: Class 17 contains 8369 members 
Mstep: Class 18 contains 20653 members 
Mstep: Class 19 contains 16346 members 
Mstep: Class 20 contains 38208 members 
Mstep: Class 21 contains 12428 members 
Mstep: Class 22 contains 19863 members 
Mstep: Class 23 contains 13066 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2064 members 
Mstep: Class 26 contains 3411 members 
Mstep: Class 27 contains 23165 members 
Mstep: Class 28 contains 2791 members 
Mstep: Class 29 contains 10385 members 
Mstep: Class 30 contains 38448 members 
Mstep: Class 31 contains 17862 members 
Mstep: Class 32 contains 7456 members 
Mstep: Class 33 contains 19678 members 
Mstep: Class 34 contains 8794 members 
Mstep: Class 35 contains 19656 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 6248 members 
Mstep: Class 38 contains 15547 members 
Mstep: Class 39 contains 5032 members 
Mstep: Class 40 contains 1960 members 
Mstep: Class 41 contains 5008 members 
Mstep: Class 42 contains 6492 members 
Mstep: Class 43 contains 13430 members 
Mstep: Class 44 contains 3579 members 
Mstep: Class 45 contains 4027 members 
Mstep: Class 46 contains 93 members 
Mstep: Class 47 contains 892 members 
Mstep: Class 48 contains 10818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130024.000000 Penalty: 97921.867188
Iteration 163Q: 49 clusters Score -8.813002e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 107127 members 
Mstep: Class 3 contains 19613 members 
Mstep: Class 4 contains 36995 members 
Mstep: Class 5 contains 66566 members 
Mstep: Class 6 contains 115464 members 
Mstep: Class 7 contains 5612 members 
Mstep: Class 8 contains 15703 members 
Mstep: Class 9 contains 20080 members 
Mstep: Class 10 contains 22747 members 
Mstep: Class 11 contains 49766 members 
Mstep: Class 12 contains 4070 members 
Mstep: Class 13 contains 9889 members 
Mstep: Class 14 contains 1780 members 
Mstep: Class 15 contains 5317 members 
Mstep: Class 16 contains 40601 members 
Mstep: Class 17 contains 8371 members 
Mstep: Class 18 contains 20539 members 
Mstep: Class 19 contains 16347 members 
Mstep: Class 20 contains 38209 members 
Mstep: Class 21 contains 12378 members 
Mstep: Class 22 contains 19860 members 
Mstep: Class 23 contains 13067 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2064 members 
Mstep: Class 26 contains 3410 members 
Mstep: Class 27 contains 23180 members 
Mstep: Class 28 contains 2793 members 
Mstep: Class 29 contains 10380 members 
Mstep: Class 30 contains 38455 members 
Mstep: Class 31 contains 17864 members 
Mstep: Class 32 contains 7469 members 
Mstep: Class 33 contains 19714 members 
Mstep: Class 34 contains 8793 members 
Mstep: Class 35 contains 19635 members 
Mstep: Class 36 contains 708 members 
Mstep: Class 37 contains 6243 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 5029 members 
Mstep: Class 40 contains 1958 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6493 members 
Mstep: Class 43 contains 13630 members 
Mstep: Class 44 contains 3578 members 
Mstep: Class 45 contains 4032 members 
Mstep: Class 46 contains 93 members 
Mstep: Class 47 contains 893 members 
Mstep: Class 48 contains 10859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130104.000000 Penalty: 97921.867188
Iteration 164Q: 49 clusters Score -8.81301e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 107019 members 
Mstep: Class 3 contains 19611 members 
Mstep: Class 4 contains 36998 members 
Mstep: Class 5 contains 66591 members 
Mstep: Class 6 contains 115472 members 
Mstep: Class 7 contains 5617 members 
Mstep: Class 8 contains 15664 members 
Mstep: Class 9 contains 20100 members 
Mstep: Class 10 contains 22764 members 
Mstep: Class 11 contains 49768 members 
Mstep: Class 12 contains 4074 members 
Mstep: Class 13 contains 9893 members 
Mstep: Class 14 contains 1778 members 
Mstep: Class 15 contains 5317 members 
Mstep: Class 16 contains 40589 members 
Mstep: Class 17 contains 8376 members 
Mstep: Class 18 contains 20445 members 
Mstep: Class 19 contains 16349 members 
Mstep: Class 20 contains 38208 members 
Mstep: Class 21 contains 12353 members 
Mstep: Class 22 contains 19860 members 
Mstep: Class 23 contains 13069 members 
Mstep: Class 24 contains 10369 members 
Mstep: Class 25 contains 2064 members 
Mstep: Class 26 contains 3406 members 
Mstep: Class 27 contains 23186 members 
Mstep: Class 28 contains 2793 members 
Mstep: Class 29 contains 10379 members 
Mstep: Class 30 contains 38467 members 
Mstep: Class 31 contains 17865 members 
Mstep: Class 32 contains 7474 members 
Mstep: Class 33 contains 19751 members 
Mstep: Class 34 contains 8794 members 
Mstep: Class 35 contains 19623 members 
Mstep: Class 36 contains 708 members 
Mstep: Class 37 contains 6234 members 
Mstep: Class 38 contains 15549 members 
Mstep: Class 39 contains 5025 members 
Mstep: Class 40 contains 1960 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6493 members 
Mstep: Class 43 contains 13759 members 
Mstep: Class 44 contains 3577 members 
Mstep: Class 45 contains 4036 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 893 members 
Mstep: Class 48 contains 10883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130112.000000 Penalty: 97921.867188
Iteration 165Q: 49 clusters Score -8.813011e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 106918 members 
Mstep: Class 3 contains 19608 members 
Mstep: Class 4 contains 36995 members 
Mstep: Class 5 contains 66619 members 
Mstep: Class 6 contains 115494 members 
Mstep: Class 7 contains 5615 members 
Mstep: Class 8 contains 15632 members 
Mstep: Class 9 contains 20117 members 
Mstep: Class 10 contains 22780 members 
Mstep: Class 11 contains 49772 members 
Mstep: Class 12 contains 4079 members 
Mstep: Class 13 contains 9891 members 
Mstep: Class 14 contains 1777 members 
Mstep: Class 15 contains 5319 members 
Mstep: Class 16 contains 40585 members 
Mstep: Class 17 contains 8378 members 
Mstep: Class 18 contains 20369 members 
Mstep: Class 19 contains 16348 members 
Mstep: Class 20 contains 38205 members 
Mstep: Class 21 contains 12345 members 
Mstep: Class 22 contains 19860 members 
Mstep: Class 23 contains 13068 members 
Mstep: Class 24 contains 10368 members 
Mstep: Class 25 contains 2064 members 
Mstep: Class 26 contains 3402 members 
Mstep: Class 27 contains 23200 members 
Mstep: Class 28 contains 2793 members 
Mstep: Class 29 contains 10375 members 
Mstep: Class 30 contains 38471 members 
Mstep: Class 31 contains 17867 members 
Mstep: Class 32 contains 7479 members 
Mstep: Class 33 contains 19791 members 
Mstep: Class 34 contains 8793 members 
Mstep: Class 35 contains 19602 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 6225 members 
Mstep: Class 38 contains 15547 members 
Mstep: Class 39 contains 5018 members 
Mstep: Class 40 contains 1958 members 
Mstep: Class 41 contains 5004 members 
Mstep: Class 42 contains 6493 members 
Mstep: Class 43 contains 13869 members 
Mstep: Class 44 contains 3578 members 
Mstep: Class 45 contains 4040 members 
Mstep: Class 46 contains 91 members 
Mstep: Class 47 contains 895 members 
Mstep: Class 48 contains 10895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130016.000000 Penalty: 97921.867188
Iteration 166Q: 49 clusters Score -8.813002e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 106816 members 
Mstep: Class 3 contains 19609 members 
Mstep: Class 4 contains 36995 members 
Mstep: Class 5 contains 66628 members 
Mstep: Class 6 contains 115519 members 
Mstep: Class 7 contains 5615 members 
Mstep: Class 8 contains 15610 members 
Mstep: Class 9 contains 20132 members 
Mstep: Class 10 contains 22796 members 
Mstep: Class 11 contains 49776 members 
Mstep: Class 12 contains 4083 members 
Mstep: Class 13 contains 9891 members 
Mstep: Class 14 contains 1775 members 
Mstep: Class 15 contains 5327 members 
Mstep: Class 16 contains 40561 members 
Mstep: Class 17 contains 8382 members 
Mstep: Class 18 contains 20317 members 
Mstep: Class 19 contains 16349 members 
Mstep: Class 20 contains 38198 members 
Mstep: Class 21 contains 12334 members 
Mstep: Class 22 contains 19856 members 
Mstep: Class 23 contains 13069 members 
Mstep: Class 24 contains 10368 members 
Mstep: Class 25 contains 2064 members 
Mstep: Class 26 contains 3399 members 
Mstep: Class 27 contains 23220 members 
Mstep: Class 28 contains 2794 members 
Mstep: Class 29 contains 10376 members 
Mstep: Class 30 contains 38479 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7479 members 
Mstep: Class 33 contains 19828 members 
Mstep: Class 34 contains 8790 members 
Mstep: Class 35 contains 19591 members 
Mstep: Class 36 contains 708 members 
Mstep: Class 37 contains 6209 members 
Mstep: Class 38 contains 15548 members 
Mstep: Class 39 contains 5009 members 
Mstep: Class 40 contains 1957 members 
Mstep: Class 41 contains 5004 members 
Mstep: Class 42 contains 6493 members 
Mstep: Class 43 contains 13964 members 
Mstep: Class 44 contains 3578 members 
Mstep: Class 45 contains 4044 members 
Mstep: Class 46 contains 91 members 
Mstep: Class 47 contains 896 members 
Mstep: Class 48 contains 10903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130144.000000 Penalty: 97921.867188
Iteration 167Q: 49 clusters Score -8.813014e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 106705 members 
Mstep: Class 3 contains 19609 members 
Mstep: Class 4 contains 36995 members 
Mstep: Class 5 contains 66642 members 
Mstep: Class 6 contains 115542 members 
Mstep: Class 7 contains 5616 members 
Mstep: Class 8 contains 15570 members 
Mstep: Class 9 contains 20147 members 
Mstep: Class 10 contains 22808 members 
Mstep: Class 11 contains 49781 members 
Mstep: Class 12 contains 4086 members 
Mstep: Class 13 contains 9892 members 
Mstep: Class 14 contains 1771 members 
Mstep: Class 15 contains 5333 members 
Mstep: Class 16 contains 40555 members 
Mstep: Class 17 contains 8384 members 
Mstep: Class 18 contains 20280 members 
Mstep: Class 19 contains 16349 members 
Mstep: Class 20 contains 38195 members 
Mstep: Class 21 contains 12331 members 
Mstep: Class 22 contains 19856 members 
Mstep: Class 23 contains 13072 members 
Mstep: Class 24 contains 10368 members 
Mstep: Class 25 contains 2065 members 
Mstep: Class 26 contains 3394 members 
Mstep: Class 27 contains 23236 members 
Mstep: Class 28 contains 2794 members 
Mstep: Class 29 contains 10375 members 
Mstep: Class 30 contains 38487 members 
Mstep: Class 31 contains 17870 members 
Mstep: Class 32 contains 7480 members 
Mstep: Class 33 contains 19848 members 
Mstep: Class 34 contains 8789 members 
Mstep: Class 35 contains 19582 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 6208 members 
Mstep: Class 38 contains 15549 members 
Mstep: Class 39 contains 5002 members 
Mstep: Class 40 contains 1958 members 
Mstep: Class 41 contains 5004 members 
Mstep: Class 42 contains 6493 members 
Mstep: Class 43 contains 14046 members 
Mstep: Class 44 contains 3578 members 
Mstep: Class 45 contains 4052 members 
Mstep: Class 46 contains 91 members 
Mstep: Class 47 contains 897 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130184.000000 Penalty: 97921.867188
Iteration 168Q: 49 clusters Score -8.813018e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106645 members 
Mstep: Class 3 contains 19612 members 
Mstep: Class 4 contains 36999 members 
Mstep: Class 5 contains 66652 members 
Mstep: Class 6 contains 115548 members 
Mstep: Class 7 contains 5613 members 
Mstep: Class 8 contains 15533 members 
Mstep: Class 9 contains 20153 members 
Mstep: Class 10 contains 22818 members 
Mstep: Class 11 contains 49782 members 
Mstep: Class 12 contains 4088 members 
Mstep: Class 13 contains 9894 members 
Mstep: Class 14 contains 1771 members 
Mstep: Class 15 contains 5339 members 
Mstep: Class 16 contains 40557 members 
Mstep: Class 17 contains 8386 members 
Mstep: Class 18 contains 20261 members 
Mstep: Class 19 contains 16351 members 
Mstep: Class 20 contains 38188 members 
Mstep: Class 21 contains 12323 members 
Mstep: Class 22 contains 19855 members 
Mstep: Class 23 contains 13070 members 
Mstep: Class 24 contains 10370 members 
Mstep: Class 25 contains 2066 members 
Mstep: Class 26 contains 3391 members 
Mstep: Class 27 contains 23253 members 
Mstep: Class 28 contains 2794 members 
Mstep: Class 29 contains 10378 members 
Mstep: Class 30 contains 38494 members 
Mstep: Class 31 contains 17870 members 
Mstep: Class 32 contains 7482 members 
Mstep: Class 33 contains 19869 members 
Mstep: Class 34 contains 8787 members 
Mstep: Class 35 contains 19570 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 6207 members 
Mstep: Class 38 contains 15551 members 
Mstep: Class 39 contains 4986 members 
Mstep: Class 40 contains 1957 members 
Mstep: Class 41 contains 5004 members 
Mstep: Class 42 contains 6493 members 
Mstep: Class 43 contains 14095 members 
Mstep: Class 44 contains 3578 members 
Mstep: Class 45 contains 4061 members 
Mstep: Class 46 contains 91 members 
Mstep: Class 47 contains 898 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130136.000000 Penalty: 97921.867188
Iteration 169Q: 49 clusters Score -8.813014e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106615 members 
Mstep: Class 3 contains 19614 members 
Mstep: Class 4 contains 37005 members 
Mstep: Class 5 contains 66653 members 
Mstep: Class 6 contains 115561 members 
Mstep: Class 7 contains 5605 members 
Mstep: Class 8 contains 15487 members 
Mstep: Class 9 contains 20156 members 
Mstep: Class 10 contains 22830 members 
Mstep: Class 11 contains 49782 members 
Mstep: Class 12 contains 4090 members 
Mstep: Class 13 contains 9893 members 
Mstep: Class 14 contains 1770 members 
Mstep: Class 15 contains 5345 members 
Mstep: Class 16 contains 40563 members 
Mstep: Class 17 contains 8386 members 
Mstep: Class 18 contains 20242 members 
Mstep: Class 19 contains 16351 members 
Mstep: Class 20 contains 38183 members 
Mstep: Class 21 contains 12324 members 
Mstep: Class 22 contains 19853 members 
Mstep: Class 23 contains 13067 members 
Mstep: Class 24 contains 10370 members 
Mstep: Class 25 contains 2071 members 
Mstep: Class 26 contains 3388 members 
Mstep: Class 27 contains 23267 members 
Mstep: Class 28 contains 2794 members 
Mstep: Class 29 contains 10377 members 
Mstep: Class 30 contains 38497 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7480 members 
Mstep: Class 33 contains 19890 members 
Mstep: Class 34 contains 8785 members 
Mstep: Class 35 contains 19557 members 
Mstep: Class 36 contains 706 members 
Mstep: Class 37 contains 6207 members 
Mstep: Class 38 contains 15551 members 
Mstep: Class 39 contains 4982 members 
Mstep: Class 40 contains 1957 members 
Mstep: Class 41 contains 5004 members 
Mstep: Class 42 contains 6493 members 
Mstep: Class 43 contains 14133 members 
Mstep: Class 44 contains 3578 members 
Mstep: Class 45 contains 4069 members 
Mstep: Class 46 contains 91 members 
Mstep: Class 47 contains 899 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130256.000000 Penalty: 97921.867188
Iteration 170Q: 49 clusters Score -8.813026e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106587 members 
Mstep: Class 3 contains 19615 members 
Mstep: Class 4 contains 37003 members 
Mstep: Class 5 contains 66648 members 
Mstep: Class 6 contains 115563 members 
Mstep: Class 7 contains 5602 members 
Mstep: Class 8 contains 15450 members 
Mstep: Class 9 contains 20166 members 
Mstep: Class 10 contains 22849 members 
Mstep: Class 11 contains 49784 members 
Mstep: Class 12 contains 4090 members 
Mstep: Class 13 contains 9893 members 
Mstep: Class 14 contains 1768 members 
Mstep: Class 15 contains 5346 members 
Mstep: Class 16 contains 40566 members 
Mstep: Class 17 contains 8388 members 
Mstep: Class 18 contains 20235 members 
Mstep: Class 19 contains 16351 members 
Mstep: Class 20 contains 38180 members 
Mstep: Class 21 contains 12324 members 
Mstep: Class 22 contains 19853 members 
Mstep: Class 23 contains 13067 members 
Mstep: Class 24 contains 10370 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 3386 members 
Mstep: Class 27 contains 23276 members 
Mstep: Class 28 contains 2794 members 
Mstep: Class 29 contains 10380 members 
Mstep: Class 30 contains 38507 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7480 members 
Mstep: Class 33 contains 19908 members 
Mstep: Class 34 contains 8784 members 
Mstep: Class 35 contains 19549 members 
Mstep: Class 36 contains 705 members 
Mstep: Class 37 contains 6197 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4973 members 
Mstep: Class 40 contains 1958 members 
Mstep: Class 41 contains 5004 members 
Mstep: Class 42 contains 6493 members 
Mstep: Class 43 contains 14160 members 
Mstep: Class 44 contains 3579 members 
Mstep: Class 45 contains 4075 members 
Mstep: Class 46 contains 91 members 
Mstep: Class 47 contains 900 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130264.000000 Penalty: 97921.867188
Iteration 171Q: 49 clusters Score -8.813026e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106562 members 
Mstep: Class 3 contains 19614 members 
Mstep: Class 4 contains 36997 members 
Mstep: Class 5 contains 66654 members 
Mstep: Class 6 contains 115568 members 
Mstep: Class 7 contains 5601 members 
Mstep: Class 8 contains 15408 members 
Mstep: Class 9 contains 20177 members 
Mstep: Class 10 contains 22863 members 
Mstep: Class 11 contains 49784 members 
Mstep: Class 12 contains 4092 members 
Mstep: Class 13 contains 9893 members 
Mstep: Class 14 contains 1767 members 
Mstep: Class 15 contains 5347 members 
Mstep: Class 16 contains 40561 members 
Mstep: Class 17 contains 8390 members 
Mstep: Class 18 contains 20224 members 
Mstep: Class 19 contains 16351 members 
Mstep: Class 20 contains 38179 members 
Mstep: Class 21 contains 12321 members 
Mstep: Class 22 contains 19853 members 
Mstep: Class 23 contains 13072 members 
Mstep: Class 24 contains 10370 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 3386 members 
Mstep: Class 27 contains 23281 members 
Mstep: Class 28 contains 2794 members 
Mstep: Class 29 contains 10381 members 
Mstep: Class 30 contains 38514 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7481 members 
Mstep: Class 33 contains 19931 members 
Mstep: Class 34 contains 8781 members 
Mstep: Class 35 contains 19538 members 
Mstep: Class 36 contains 709 members 
Mstep: Class 37 contains 6184 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4961 members 
Mstep: Class 40 contains 1955 members 
Mstep: Class 41 contains 5004 members 
Mstep: Class 42 contains 6493 members 
Mstep: Class 43 contains 14188 members 
Mstep: Class 44 contains 3584 members 
Mstep: Class 45 contains 4089 members 
Mstep: Class 46 contains 91 members 
Mstep: Class 47 contains 902 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130208.000000 Penalty: 97921.867188
Iteration 172Q: 49 clusters Score -8.813021e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106533 members 
Mstep: Class 3 contains 19614 members 
Mstep: Class 4 contains 36989 members 
Mstep: Class 5 contains 66663 members 
Mstep: Class 6 contains 115581 members 
Mstep: Class 7 contains 5597 members 
Mstep: Class 8 contains 15357 members 
Mstep: Class 9 contains 20186 members 
Mstep: Class 10 contains 22875 members 
Mstep: Class 11 contains 49786 members 
Mstep: Class 12 contains 4095 members 
Mstep: Class 13 contains 9894 members 
Mstep: Class 14 contains 1768 members 
Mstep: Class 15 contains 5351 members 
Mstep: Class 16 contains 40556 members 
Mstep: Class 17 contains 8390 members 
Mstep: Class 18 contains 20218 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38172 members 
Mstep: Class 21 contains 12322 members 
Mstep: Class 22 contains 19854 members 
Mstep: Class 23 contains 13073 members 
Mstep: Class 24 contains 10370 members 
Mstep: Class 25 contains 2083 members 
Mstep: Class 26 contains 3386 members 
Mstep: Class 27 contains 23290 members 
Mstep: Class 28 contains 2794 members 
Mstep: Class 29 contains 10383 members 
Mstep: Class 30 contains 38521 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7478 members 
Mstep: Class 33 contains 19958 members 
Mstep: Class 34 contains 8782 members 
Mstep: Class 35 contains 19523 members 
Mstep: Class 36 contains 709 members 
Mstep: Class 37 contains 6176 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4953 members 
Mstep: Class 40 contains 1956 members 
Mstep: Class 41 contains 5004 members 
Mstep: Class 42 contains 6493 members 
Mstep: Class 43 contains 14211 members 
Mstep: Class 44 contains 3589 members 
Mstep: Class 45 contains 4096 members 
Mstep: Class 46 contains 91 members 
Mstep: Class 47 contains 901 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130552.000000 Penalty: 97921.867188
Iteration 173Q: 49 clusters Score -8.813055e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 106513 members 
Mstep: Class 3 contains 19610 members 
Mstep: Class 4 contains 36990 members 
Mstep: Class 5 contains 66672 members 
Mstep: Class 6 contains 115581 members 
Mstep: Class 7 contains 5597 members 
Mstep: Class 8 contains 15321 members 
Mstep: Class 9 contains 20190 members 
Mstep: Class 10 contains 22889 members 
Mstep: Class 11 contains 49788 members 
Mstep: Class 12 contains 4098 members 
Mstep: Class 13 contains 9894 members 
Mstep: Class 14 contains 1769 members 
Mstep: Class 15 contains 5354 members 
Mstep: Class 16 contains 40539 members 
Mstep: Class 17 contains 8391 members 
Mstep: Class 18 contains 20216 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38165 members 
Mstep: Class 21 contains 12321 members 
Mstep: Class 22 contains 19853 members 
Mstep: Class 23 contains 13074 members 
Mstep: Class 24 contains 10370 members 
Mstep: Class 25 contains 2089 members 
Mstep: Class 26 contains 3386 members 
Mstep: Class 27 contains 23304 members 
Mstep: Class 28 contains 2794 members 
Mstep: Class 29 contains 10384 members 
Mstep: Class 30 contains 38529 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7475 members 
Mstep: Class 33 contains 19979 members 
Mstep: Class 34 contains 8784 members 
Mstep: Class 35 contains 19506 members 
Mstep: Class 36 contains 714 members 
Mstep: Class 37 contains 6170 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4943 members 
Mstep: Class 40 contains 1954 members 
Mstep: Class 41 contains 5004 members 
Mstep: Class 42 contains 6493 members 
Mstep: Class 43 contains 14232 members 
Mstep: Class 44 contains 3594 members 
Mstep: Class 45 contains 4101 members 
Mstep: Class 46 contains 91 members 
Mstep: Class 47 contains 901 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130584.000000 Penalty: 97921.867188
Iteration 174Q: 49 clusters Score -8.813058e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 106504 members 
Mstep: Class 3 contains 19608 members 
Mstep: Class 4 contains 36989 members 
Mstep: Class 5 contains 66672 members 
Mstep: Class 6 contains 115582 members 
Mstep: Class 7 contains 5595 members 
Mstep: Class 8 contains 15290 members 
Mstep: Class 9 contains 20192 members 
Mstep: Class 10 contains 22900 members 
Mstep: Class 11 contains 49792 members 
Mstep: Class 12 contains 4101 members 
Mstep: Class 13 contains 9895 members 
Mstep: Class 14 contains 1769 members 
Mstep: Class 15 contains 5358 members 
Mstep: Class 16 contains 40531 members 
Mstep: Class 17 contains 8390 members 
Mstep: Class 18 contains 20217 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38156 members 
Mstep: Class 21 contains 12318 members 
Mstep: Class 22 contains 19853 members 
Mstep: Class 23 contains 13074 members 
Mstep: Class 24 contains 10370 members 
Mstep: Class 25 contains 2091 members 
Mstep: Class 26 contains 3386 members 
Mstep: Class 27 contains 23310 members 
Mstep: Class 28 contains 2795 members 
Mstep: Class 29 contains 10378 members 
Mstep: Class 30 contains 38534 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7475 members 
Mstep: Class 33 contains 19998 members 
Mstep: Class 34 contains 8788 members 
Mstep: Class 35 contains 19502 members 
Mstep: Class 36 contains 716 members 
Mstep: Class 37 contains 6163 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4936 members 
Mstep: Class 40 contains 1953 members 
Mstep: Class 41 contains 5004 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14247 members 
Mstep: Class 44 contains 3602 members 
Mstep: Class 45 contains 4102 members 
Mstep: Class 46 contains 91 members 
Mstep: Class 47 contains 901 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130560.000000 Penalty: 97921.867188
Iteration 175Q: 49 clusters Score -8.813056e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 106491 members 
Mstep: Class 3 contains 19608 members 
Mstep: Class 4 contains 36991 members 
Mstep: Class 5 contains 66665 members 
Mstep: Class 6 contains 115581 members 
Mstep: Class 7 contains 5590 members 
Mstep: Class 8 contains 15257 members 
Mstep: Class 9 contains 20192 members 
Mstep: Class 10 contains 22906 members 
Mstep: Class 11 contains 49793 members 
Mstep: Class 12 contains 4103 members 
Mstep: Class 13 contains 9897 members 
Mstep: Class 14 contains 1770 members 
Mstep: Class 15 contains 5360 members 
Mstep: Class 16 contains 40529 members 
Mstep: Class 17 contains 8391 members 
Mstep: Class 18 contains 20220 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38151 members 
Mstep: Class 21 contains 12316 members 
Mstep: Class 22 contains 19849 members 
Mstep: Class 23 contains 13074 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2097 members 
Mstep: Class 26 contains 3386 members 
Mstep: Class 27 contains 23319 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10376 members 
Mstep: Class 30 contains 38543 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7475 members 
Mstep: Class 33 contains 20012 members 
Mstep: Class 34 contains 8792 members 
Mstep: Class 35 contains 19503 members 
Mstep: Class 36 contains 716 members 
Mstep: Class 37 contains 6160 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4933 members 
Mstep: Class 40 contains 1953 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14258 members 
Mstep: Class 44 contains 3606 members 
Mstep: Class 45 contains 4102 members 
Mstep: Class 46 contains 91 members 
Mstep: Class 47 contains 901 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130616.000000 Penalty: 97921.867188
Iteration 176Q: 49 clusters Score -8.813062e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 106489 members 
Mstep: Class 3 contains 19608 members 
Mstep: Class 4 contains 36982 members 
Mstep: Class 5 contains 66667 members 
Mstep: Class 6 contains 115582 members 
Mstep: Class 7 contains 5586 members 
Mstep: Class 8 contains 15242 members 
Mstep: Class 9 contains 20196 members 
Mstep: Class 10 contains 22917 members 
Mstep: Class 11 contains 49793 members 
Mstep: Class 12 contains 4106 members 
Mstep: Class 13 contains 9898 members 
Mstep: Class 14 contains 1768 members 
Mstep: Class 15 contains 5365 members 
Mstep: Class 16 contains 40520 members 
Mstep: Class 17 contains 8391 members 
Mstep: Class 18 contains 20214 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38144 members 
Mstep: Class 21 contains 12315 members 
Mstep: Class 22 contains 19847 members 
Mstep: Class 23 contains 13074 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2101 members 
Mstep: Class 26 contains 3386 members 
Mstep: Class 27 contains 23323 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10376 members 
Mstep: Class 30 contains 38550 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7476 members 
Mstep: Class 33 contains 20027 members 
Mstep: Class 34 contains 8790 members 
Mstep: Class 35 contains 19497 members 
Mstep: Class 36 contains 716 members 
Mstep: Class 37 contains 6151 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4934 members 
Mstep: Class 40 contains 1953 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14270 members 
Mstep: Class 44 contains 3606 members 
Mstep: Class 45 contains 4103 members 
Mstep: Class 46 contains 91 members 
Mstep: Class 47 contains 902 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130728.000000 Penalty: 97921.867188
Iteration 177Q: 49 clusters Score -8.813073e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 106480 members 
Mstep: Class 3 contains 19609 members 
Mstep: Class 4 contains 36980 members 
Mstep: Class 5 contains 66668 members 
Mstep: Class 6 contains 115579 members 
Mstep: Class 7 contains 5583 members 
Mstep: Class 8 contains 15230 members 
Mstep: Class 9 contains 20199 members 
Mstep: Class 10 contains 22923 members 
Mstep: Class 11 contains 49794 members 
Mstep: Class 12 contains 4111 members 
Mstep: Class 13 contains 9898 members 
Mstep: Class 14 contains 1766 members 
Mstep: Class 15 contains 5365 members 
Mstep: Class 16 contains 40510 members 
Mstep: Class 17 contains 8392 members 
Mstep: Class 18 contains 20209 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38142 members 
Mstep: Class 21 contains 12315 members 
Mstep: Class 22 contains 19849 members 
Mstep: Class 23 contains 13073 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2103 members 
Mstep: Class 26 contains 3386 members 
Mstep: Class 27 contains 23327 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10376 members 
Mstep: Class 30 contains 38555 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7477 members 
Mstep: Class 33 contains 20043 members 
Mstep: Class 34 contains 8790 members 
Mstep: Class 35 contains 19497 members 
Mstep: Class 36 contains 716 members 
Mstep: Class 37 contains 6143 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4933 members 
Mstep: Class 40 contains 1953 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14279 members 
Mstep: Class 44 contains 3606 members 
Mstep: Class 45 contains 4104 members 
Mstep: Class 46 contains 91 members 
Mstep: Class 47 contains 902 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130768.000000 Penalty: 97921.867188
Iteration 178Q: 49 clusters Score -8.813077e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 106478 members 
Mstep: Class 3 contains 19609 members 
Mstep: Class 4 contains 36979 members 
Mstep: Class 5 contains 66671 members 
Mstep: Class 6 contains 115579 members 
Mstep: Class 7 contains 5577 members 
Mstep: Class 8 contains 15206 members 
Mstep: Class 9 contains 20203 members 
Mstep: Class 10 contains 22936 members 
Mstep: Class 11 contains 49789 members 
Mstep: Class 12 contains 4116 members 
Mstep: Class 13 contains 9898 members 
Mstep: Class 14 contains 1764 members 
Mstep: Class 15 contains 5365 members 
Mstep: Class 16 contains 40503 members 
Mstep: Class 17 contains 8394 members 
Mstep: Class 18 contains 20199 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38140 members 
Mstep: Class 21 contains 12315 members 
Mstep: Class 22 contains 19848 members 
Mstep: Class 23 contains 13073 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2108 members 
Mstep: Class 26 contains 3386 members 
Mstep: Class 27 contains 23331 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10375 members 
Mstep: Class 30 contains 38557 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7480 members 
Mstep: Class 33 contains 20058 members 
Mstep: Class 34 contains 8792 members 
Mstep: Class 35 contains 19496 members 
Mstep: Class 36 contains 716 members 
Mstep: Class 37 contains 6142 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4932 members 
Mstep: Class 40 contains 1953 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14284 members 
Mstep: Class 44 contains 3606 members 
Mstep: Class 45 contains 4104 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 902 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130672.000000 Penalty: 97921.867188
Iteration 179Q: 49 clusters Score -8.813067e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 106471 members 
Mstep: Class 3 contains 19607 members 
Mstep: Class 4 contains 36977 members 
Mstep: Class 5 contains 66676 members 
Mstep: Class 6 contains 115573 members 
Mstep: Class 7 contains 5572 members 
Mstep: Class 8 contains 15181 members 
Mstep: Class 9 contains 20207 members 
Mstep: Class 10 contains 22946 members 
Mstep: Class 11 contains 49789 members 
Mstep: Class 12 contains 4119 members 
Mstep: Class 13 contains 9898 members 
Mstep: Class 14 contains 1765 members 
Mstep: Class 15 contains 5364 members 
Mstep: Class 16 contains 40495 members 
Mstep: Class 17 contains 8395 members 
Mstep: Class 18 contains 20203 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38141 members 
Mstep: Class 21 contains 12315 members 
Mstep: Class 22 contains 19846 members 
Mstep: Class 23 contains 13073 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2113 members 
Mstep: Class 26 contains 3386 members 
Mstep: Class 27 contains 23336 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10376 members 
Mstep: Class 30 contains 38562 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7482 members 
Mstep: Class 33 contains 20072 members 
Mstep: Class 34 contains 8793 members 
Mstep: Class 35 contains 19491 members 
Mstep: Class 36 contains 716 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4927 members 
Mstep: Class 40 contains 1953 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14289 members 
Mstep: Class 44 contains 3607 members 
Mstep: Class 45 contains 4106 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 902 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130648.000000 Penalty: 97921.867188
Iteration 180F: 49 clusters Score -8.813065e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 106468 members 
Mstep: Class 3 contains 19606 members 
Mstep: Class 4 contains 36973 members 
Mstep: Class 5 contains 66678 members 
Mstep: Class 6 contains 115573 members 
Mstep: Class 7 contains 5568 members 
Mstep: Class 8 contains 15156 members 
Mstep: Class 9 contains 20209 members 
Mstep: Class 10 contains 22959 members 
Mstep: Class 11 contains 49792 members 
Mstep: Class 12 contains 4120 members 
Mstep: Class 13 contains 9898 members 
Mstep: Class 14 contains 1764 members 
Mstep: Class 15 contains 5367 members 
Mstep: Class 16 contains 40491 members 
Mstep: Class 17 contains 8396 members 
Mstep: Class 18 contains 20209 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38142 members 
Mstep: Class 21 contains 12315 members 
Mstep: Class 22 contains 19845 members 
Mstep: Class 23 contains 13075 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2115 members 
Mstep: Class 26 contains 3386 members 
Mstep: Class 27 contains 23344 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10375 members 
Mstep: Class 30 contains 38565 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7483 members 
Mstep: Class 33 contains 20084 members 
Mstep: Class 34 contains 8791 members 
Mstep: Class 35 contains 19481 members 
Mstep: Class 36 contains 715 members 
Mstep: Class 37 contains 6137 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4923 members 
Mstep: Class 40 contains 1953 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14292 members 
Mstep: Class 44 contains 3608 members 
Mstep: Class 45 contains 4106 members 
Mstep: Class 46 contains 93 members 
Mstep: Class 47 contains 902 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130560.000000 Penalty: 97921.867188
Iteration 181Q: 49 clusters Score -8.813056e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 106470 members 
Mstep: Class 3 contains 19608 members 
Mstep: Class 4 contains 36969 members 
Mstep: Class 5 contains 66677 members 
Mstep: Class 6 contains 115577 members 
Mstep: Class 7 contains 5563 members 
Mstep: Class 8 contains 15133 members 
Mstep: Class 9 contains 20213 members 
Mstep: Class 10 contains 22962 members 
Mstep: Class 11 contains 49793 members 
Mstep: Class 12 contains 4119 members 
Mstep: Class 13 contains 9898 members 
Mstep: Class 14 contains 1763 members 
Mstep: Class 15 contains 5368 members 
Mstep: Class 16 contains 40481 members 
Mstep: Class 17 contains 8396 members 
Mstep: Class 18 contains 20214 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38141 members 
Mstep: Class 21 contains 12315 members 
Mstep: Class 22 contains 19845 members 
Mstep: Class 23 contains 13078 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2121 members 
Mstep: Class 26 contains 3386 members 
Mstep: Class 27 contains 23349 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10377 members 
Mstep: Class 30 contains 38566 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7482 members 
Mstep: Class 33 contains 20098 members 
Mstep: Class 34 contains 8791 members 
Mstep: Class 35 contains 19472 members 
Mstep: Class 36 contains 716 members 
Mstep: Class 37 contains 6136 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4920 members 
Mstep: Class 40 contains 1953 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14293 members 
Mstep: Class 44 contains 3610 members 
Mstep: Class 45 contains 4109 members 
Mstep: Class 46 contains 93 members 
Mstep: Class 47 contains 902 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130576.000000 Penalty: 97921.867188
Iteration 182Q: 49 clusters Score -8.813058e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 106466 members 
Mstep: Class 3 contains 19608 members 
Mstep: Class 4 contains 36968 members 
Mstep: Class 5 contains 66676 members 
Mstep: Class 6 contains 115576 members 
Mstep: Class 7 contains 5556 members 
Mstep: Class 8 contains 15115 members 
Mstep: Class 9 contains 20215 members 
Mstep: Class 10 contains 22965 members 
Mstep: Class 11 contains 49794 members 
Mstep: Class 12 contains 4120 members 
Mstep: Class 13 contains 9899 members 
Mstep: Class 14 contains 1762 members 
Mstep: Class 15 contains 5368 members 
Mstep: Class 16 contains 40477 members 
Mstep: Class 17 contains 8396 members 
Mstep: Class 18 contains 20216 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38142 members 
Mstep: Class 21 contains 12315 members 
Mstep: Class 22 contains 19844 members 
Mstep: Class 23 contains 13082 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2122 members 
Mstep: Class 26 contains 3386 members 
Mstep: Class 27 contains 23359 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10380 members 
Mstep: Class 30 contains 38568 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7482 members 
Mstep: Class 33 contains 20109 members 
Mstep: Class 34 contains 8791 members 
Mstep: Class 35 contains 19466 members 
Mstep: Class 36 contains 716 members 
Mstep: Class 37 contains 6136 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4916 members 
Mstep: Class 40 contains 1954 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14294 members 
Mstep: Class 44 contains 3614 members 
Mstep: Class 45 contains 4109 members 
Mstep: Class 46 contains 93 members 
Mstep: Class 47 contains 902 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130600.000000 Penalty: 97921.867188
Iteration 183Q: 49 clusters Score -8.81306e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 106469 members 
Mstep: Class 3 contains 19609 members 
Mstep: Class 4 contains 36967 members 
Mstep: Class 5 contains 66676 members 
Mstep: Class 6 contains 115571 members 
Mstep: Class 7 contains 5552 members 
Mstep: Class 8 contains 15096 members 
Mstep: Class 9 contains 20215 members 
Mstep: Class 10 contains 22975 members 
Mstep: Class 11 contains 49795 members 
Mstep: Class 12 contains 4122 members 
Mstep: Class 13 contains 9899 members 
Mstep: Class 14 contains 1761 members 
Mstep: Class 15 contains 5368 members 
Mstep: Class 16 contains 40471 members 
Mstep: Class 17 contains 8398 members 
Mstep: Class 18 contains 20212 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38140 members 
Mstep: Class 21 contains 12315 members 
Mstep: Class 22 contains 19845 members 
Mstep: Class 23 contains 13085 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2126 members 
Mstep: Class 26 contains 3386 members 
Mstep: Class 27 contains 23366 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10376 members 
Mstep: Class 30 contains 38566 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7481 members 
Mstep: Class 33 contains 20125 members 
Mstep: Class 34 contains 8788 members 
Mstep: Class 35 contains 19461 members 
Mstep: Class 36 contains 716 members 
Mstep: Class 37 contains 6135 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4915 members 
Mstep: Class 40 contains 1953 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14298 members 
Mstep: Class 44 contains 3618 members 
Mstep: Class 45 contains 4111 members 
Mstep: Class 46 contains 93 members 
Mstep: Class 47 contains 902 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130680.000000 Penalty: 97921.867188
Iteration 184Q: 49 clusters Score -8.813068e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 106473 members 
Mstep: Class 3 contains 19608 members 
Mstep: Class 4 contains 36960 members 
Mstep: Class 5 contains 66679 members 
Mstep: Class 6 contains 115570 members 
Mstep: Class 7 contains 5545 members 
Mstep: Class 8 contains 15080 members 
Mstep: Class 9 contains 20214 members 
Mstep: Class 10 contains 22983 members 
Mstep: Class 11 contains 49795 members 
Mstep: Class 12 contains 4122 members 
Mstep: Class 13 contains 9899 members 
Mstep: Class 14 contains 1761 members 
Mstep: Class 15 contains 5370 members 
Mstep: Class 16 contains 40461 members 
Mstep: Class 17 contains 8398 members 
Mstep: Class 18 contains 20210 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38140 members 
Mstep: Class 21 contains 12315 members 
Mstep: Class 22 contains 19846 members 
Mstep: Class 23 contains 13089 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2124 members 
Mstep: Class 26 contains 3386 members 
Mstep: Class 27 contains 23375 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10378 members 
Mstep: Class 30 contains 38564 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7482 members 
Mstep: Class 33 contains 20143 members 
Mstep: Class 34 contains 8787 members 
Mstep: Class 35 contains 19457 members 
Mstep: Class 36 contains 716 members 
Mstep: Class 37 contains 6135 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4915 members 
Mstep: Class 40 contains 1951 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14300 members 
Mstep: Class 44 contains 3619 members 
Mstep: Class 45 contains 4112 members 
Mstep: Class 46 contains 93 members 
Mstep: Class 47 contains 902 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130664.000000 Penalty: 97921.867188
Iteration 185Q: 49 clusters Score -8.813066e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 106477 members 
Mstep: Class 3 contains 19606 members 
Mstep: Class 4 contains 36956 members 
Mstep: Class 5 contains 66680 members 
Mstep: Class 6 contains 115572 members 
Mstep: Class 7 contains 5535 members 
Mstep: Class 8 contains 15072 members 
Mstep: Class 9 contains 20212 members 
Mstep: Class 10 contains 22988 members 
Mstep: Class 11 contains 49797 members 
Mstep: Class 12 contains 4122 members 
Mstep: Class 13 contains 9899 members 
Mstep: Class 14 contains 1761 members 
Mstep: Class 15 contains 5369 members 
Mstep: Class 16 contains 40450 members 
Mstep: Class 17 contains 8398 members 
Mstep: Class 18 contains 20213 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38140 members 
Mstep: Class 21 contains 12315 members 
Mstep: Class 22 contains 19843 members 
Mstep: Class 23 contains 13090 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2123 members 
Mstep: Class 26 contains 3386 members 
Mstep: Class 27 contains 23383 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10375 members 
Mstep: Class 30 contains 38560 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7484 members 
Mstep: Class 33 contains 20161 members 
Mstep: Class 34 contains 8786 members 
Mstep: Class 35 contains 19456 members 
Mstep: Class 36 contains 716 members 
Mstep: Class 37 contains 6135 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4918 members 
Mstep: Class 40 contains 1949 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14301 members 
Mstep: Class 44 contains 3621 members 
Mstep: Class 45 contains 4113 members 
Mstep: Class 46 contains 93 members 
Mstep: Class 47 contains 902 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130744.000000 Penalty: 97921.867188
Iteration 186Q: 49 clusters Score -8.813074e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 106483 members 
Mstep: Class 3 contains 19606 members 
Mstep: Class 4 contains 36949 members 
Mstep: Class 5 contains 66679 members 
Mstep: Class 6 contains 115573 members 
Mstep: Class 7 contains 5529 members 
Mstep: Class 8 contains 15058 members 
Mstep: Class 9 contains 20212 members 
Mstep: Class 10 contains 22994 members 
Mstep: Class 11 contains 49797 members 
Mstep: Class 12 contains 4121 members 
Mstep: Class 13 contains 9898 members 
Mstep: Class 14 contains 1760 members 
Mstep: Class 15 contains 5370 members 
Mstep: Class 16 contains 40440 members 
Mstep: Class 17 contains 8398 members 
Mstep: Class 18 contains 20215 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38139 members 
Mstep: Class 21 contains 12315 members 
Mstep: Class 22 contains 19840 members 
Mstep: Class 23 contains 13090 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2123 members 
Mstep: Class 26 contains 3386 members 
Mstep: Class 27 contains 23392 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10373 members 
Mstep: Class 30 contains 38559 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7484 members 
Mstep: Class 33 contains 20183 members 
Mstep: Class 34 contains 8785 members 
Mstep: Class 35 contains 19455 members 
Mstep: Class 36 contains 717 members 
Mstep: Class 37 contains 6135 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4919 members 
Mstep: Class 40 contains 1948 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14302 members 
Mstep: Class 44 contains 3622 members 
Mstep: Class 45 contains 4113 members 
Mstep: Class 46 contains 93 members 
Mstep: Class 47 contains 902 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130880.000000 Penalty: 97921.867188
Iteration 187Q: 49 clusters Score -8.813088e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 106488 members 
Mstep: Class 3 contains 19606 members 
Mstep: Class 4 contains 36939 members 
Mstep: Class 5 contains 66680 members 
Mstep: Class 6 contains 115573 members 
Mstep: Class 7 contains 5519 members 
Mstep: Class 8 contains 15042 members 
Mstep: Class 9 contains 20214 members 
Mstep: Class 10 contains 23001 members 
Mstep: Class 11 contains 49794 members 
Mstep: Class 12 contains 4124 members 
Mstep: Class 13 contains 9897 members 
Mstep: Class 14 contains 1760 members 
Mstep: Class 15 contains 5369 members 
Mstep: Class 16 contains 40444 members 
Mstep: Class 17 contains 8399 members 
Mstep: Class 18 contains 20209 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38139 members 
Mstep: Class 21 contains 12315 members 
Mstep: Class 22 contains 19838 members 
Mstep: Class 23 contains 13090 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2124 members 
Mstep: Class 26 contains 3386 members 
Mstep: Class 27 contains 23400 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10372 members 
Mstep: Class 30 contains 38557 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7484 members 
Mstep: Class 33 contains 20198 members 
Mstep: Class 34 contains 8786 members 
Mstep: Class 35 contains 19451 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 6135 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4918 members 
Mstep: Class 40 contains 1949 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14304 members 
Mstep: Class 44 contains 3625 members 
Mstep: Class 45 contains 4115 members 
Mstep: Class 46 contains 93 members 
Mstep: Class 47 contains 902 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130832.000000 Penalty: 97921.867188
Iteration 188Q: 49 clusters Score -8.813083e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 106488 members 
Mstep: Class 3 contains 19606 members 
Mstep: Class 4 contains 36929 members 
Mstep: Class 5 contains 66682 members 
Mstep: Class 6 contains 115582 members 
Mstep: Class 7 contains 5516 members 
Mstep: Class 8 contains 15030 members 
Mstep: Class 9 contains 20217 members 
Mstep: Class 10 contains 23001 members 
Mstep: Class 11 contains 49794 members 
Mstep: Class 12 contains 4126 members 
Mstep: Class 13 contains 9897 members 
Mstep: Class 14 contains 1759 members 
Mstep: Class 15 contains 5369 members 
Mstep: Class 16 contains 40438 members 
Mstep: Class 17 contains 8399 members 
Mstep: Class 18 contains 20206 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38139 members 
Mstep: Class 21 contains 12315 members 
Mstep: Class 22 contains 19836 members 
Mstep: Class 23 contains 13090 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2125 members 
Mstep: Class 26 contains 3387 members 
Mstep: Class 27 contains 23403 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10373 members 
Mstep: Class 30 contains 38559 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7484 members 
Mstep: Class 33 contains 20218 members 
Mstep: Class 34 contains 8787 members 
Mstep: Class 35 contains 19443 members 
Mstep: Class 36 contains 719 members 
Mstep: Class 37 contains 6135 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4916 members 
Mstep: Class 40 contains 1949 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14305 members 
Mstep: Class 44 contains 3625 members 
Mstep: Class 45 contains 4115 members 
Mstep: Class 46 contains 93 members 
Mstep: Class 47 contains 902 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130736.000000 Penalty: 97921.867188
Iteration 189Q: 49 clusters Score -8.813074e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 106485 members 
Mstep: Class 3 contains 19606 members 
Mstep: Class 4 contains 36919 members 
Mstep: Class 5 contains 66681 members 
Mstep: Class 6 contains 115588 members 
Mstep: Class 7 contains 5519 members 
Mstep: Class 8 contains 15019 members 
Mstep: Class 9 contains 20217 members 
Mstep: Class 10 contains 23006 members 
Mstep: Class 11 contains 49794 members 
Mstep: Class 12 contains 4127 members 
Mstep: Class 13 contains 9897 members 
Mstep: Class 14 contains 1759 members 
Mstep: Class 15 contains 5367 members 
Mstep: Class 16 contains 40430 members 
Mstep: Class 17 contains 8399 members 
Mstep: Class 18 contains 20210 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38139 members 
Mstep: Class 21 contains 12315 members 
Mstep: Class 22 contains 19834 members 
Mstep: Class 23 contains 13090 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2126 members 
Mstep: Class 26 contains 3387 members 
Mstep: Class 27 contains 23405 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10374 members 
Mstep: Class 30 contains 38560 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7484 members 
Mstep: Class 33 contains 20238 members 
Mstep: Class 34 contains 8786 members 
Mstep: Class 35 contains 19436 members 
Mstep: Class 36 contains 719 members 
Mstep: Class 37 contains 6136 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4912 members 
Mstep: Class 40 contains 1950 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14307 members 
Mstep: Class 44 contains 3625 members 
Mstep: Class 45 contains 4116 members 
Mstep: Class 46 contains 93 members 
Mstep: Class 47 contains 902 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130760.000000 Penalty: 97921.867188
Iteration 190Q: 49 clusters Score -8.813076e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 106485 members 
Mstep: Class 3 contains 19606 members 
Mstep: Class 4 contains 36913 members 
Mstep: Class 5 contains 66680 members 
Mstep: Class 6 contains 115596 members 
Mstep: Class 7 contains 5521 members 
Mstep: Class 8 contains 15001 members 
Mstep: Class 9 contains 20216 members 
Mstep: Class 10 contains 23013 members 
Mstep: Class 11 contains 49794 members 
Mstep: Class 12 contains 4127 members 
Mstep: Class 13 contains 9897 members 
Mstep: Class 14 contains 1759 members 
Mstep: Class 15 contains 5368 members 
Mstep: Class 16 contains 40428 members 
Mstep: Class 17 contains 8399 members 
Mstep: Class 18 contains 20213 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38138 members 
Mstep: Class 21 contains 12315 members 
Mstep: Class 22 contains 19832 members 
Mstep: Class 23 contains 13088 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2127 members 
Mstep: Class 26 contains 3387 members 
Mstep: Class 27 contains 23405 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10371 members 
Mstep: Class 30 contains 38561 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7485 members 
Mstep: Class 33 contains 20257 members 
Mstep: Class 34 contains 8787 members 
Mstep: Class 35 contains 19429 members 
Mstep: Class 36 contains 719 members 
Mstep: Class 37 contains 6137 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4910 members 
Mstep: Class 40 contains 1950 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14308 members 
Mstep: Class 44 contains 3625 members 
Mstep: Class 45 contains 4115 members 
Mstep: Class 46 contains 93 members 
Mstep: Class 47 contains 902 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130688.000000 Penalty: 97921.867188
Iteration 191Q: 49 clusters Score -8.813069e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 106490 members 
Mstep: Class 3 contains 19606 members 
Mstep: Class 4 contains 36904 members 
Mstep: Class 5 contains 66682 members 
Mstep: Class 6 contains 115600 members 
Mstep: Class 7 contains 5520 members 
Mstep: Class 8 contains 14983 members 
Mstep: Class 9 contains 20218 members 
Mstep: Class 10 contains 23021 members 
Mstep: Class 11 contains 49794 members 
Mstep: Class 12 contains 4127 members 
Mstep: Class 13 contains 9897 members 
Mstep: Class 14 contains 1758 members 
Mstep: Class 15 contains 5368 members 
Mstep: Class 16 contains 40427 members 
Mstep: Class 17 contains 8398 members 
Mstep: Class 18 contains 20207 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38138 members 
Mstep: Class 21 contains 12315 members 
Mstep: Class 22 contains 19830 members 
Mstep: Class 23 contains 13087 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2127 members 
Mstep: Class 26 contains 3387 members 
Mstep: Class 27 contains 23408 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10369 members 
Mstep: Class 30 contains 38567 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7485 members 
Mstep: Class 33 contains 20273 members 
Mstep: Class 34 contains 8788 members 
Mstep: Class 35 contains 19419 members 
Mstep: Class 36 contains 719 members 
Mstep: Class 37 contains 6137 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4911 members 
Mstep: Class 40 contains 1950 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14311 members 
Mstep: Class 44 contains 3625 members 
Mstep: Class 45 contains 4116 members 
Mstep: Class 46 contains 93 members 
Mstep: Class 47 contains 902 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130752.000000 Penalty: 97921.867188
Iteration 192Q: 49 clusters Score -8.813075e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 106501 members 
Mstep: Class 3 contains 19606 members 
Mstep: Class 4 contains 36903 members 
Mstep: Class 5 contains 66683 members 
Mstep: Class 6 contains 115600 members 
Mstep: Class 7 contains 5518 members 
Mstep: Class 8 contains 14972 members 
Mstep: Class 9 contains 20219 members 
Mstep: Class 10 contains 23022 members 
Mstep: Class 11 contains 49794 members 
Mstep: Class 12 contains 4128 members 
Mstep: Class 13 contains 9897 members 
Mstep: Class 14 contains 1753 members 
Mstep: Class 15 contains 5368 members 
Mstep: Class 16 contains 40418 members 
Mstep: Class 17 contains 8398 members 
Mstep: Class 18 contains 20210 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38140 members 
Mstep: Class 21 contains 12315 members 
Mstep: Class 22 contains 19829 members 
Mstep: Class 23 contains 13087 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2127 members 
Mstep: Class 26 contains 3387 members 
Mstep: Class 27 contains 23409 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10369 members 
Mstep: Class 30 contains 38567 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7485 members 
Mstep: Class 33 contains 20286 members 
Mstep: Class 34 contains 8788 members 
Mstep: Class 35 contains 19411 members 
Mstep: Class 36 contains 719 members 
Mstep: Class 37 contains 6137 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4911 members 
Mstep: Class 40 contains 1950 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14311 members 
Mstep: Class 44 contains 3625 members 
Mstep: Class 45 contains 4118 members 
Mstep: Class 46 contains 93 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130696.000000 Penalty: 97921.867188
Iteration 193Q: 49 clusters Score -8.81307e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 106506 members 
Mstep: Class 3 contains 19605 members 
Mstep: Class 4 contains 36899 members 
Mstep: Class 5 contains 66686 members 
Mstep: Class 6 contains 115599 members 
Mstep: Class 7 contains 5519 members 
Mstep: Class 8 contains 14957 members 
Mstep: Class 9 contains 20219 members 
Mstep: Class 10 contains 23024 members 
Mstep: Class 11 contains 49793 members 
Mstep: Class 12 contains 4128 members 
Mstep: Class 13 contains 9897 members 
Mstep: Class 14 contains 1751 members 
Mstep: Class 15 contains 5368 members 
Mstep: Class 16 contains 40415 members 
Mstep: Class 17 contains 8398 members 
Mstep: Class 18 contains 20214 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38140 members 
Mstep: Class 21 contains 12315 members 
Mstep: Class 22 contains 19827 members 
Mstep: Class 23 contains 13086 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2127 members 
Mstep: Class 26 contains 3387 members 
Mstep: Class 27 contains 23411 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10369 members 
Mstep: Class 30 contains 38569 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7485 members 
Mstep: Class 33 contains 20298 members 
Mstep: Class 34 contains 8789 members 
Mstep: Class 35 contains 19405 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 6138 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4909 members 
Mstep: Class 40 contains 1950 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14313 members 
Mstep: Class 44 contains 3626 members 
Mstep: Class 45 contains 4119 members 
Mstep: Class 46 contains 93 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130640.000000 Penalty: 97921.867188
Iteration 194Q: 49 clusters Score -8.813064e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 106510 members 
Mstep: Class 3 contains 19605 members 
Mstep: Class 4 contains 36894 members 
Mstep: Class 5 contains 66686 members 
Mstep: Class 6 contains 115600 members 
Mstep: Class 7 contains 5521 members 
Mstep: Class 8 contains 14945 members 
Mstep: Class 9 contains 20217 members 
Mstep: Class 10 contains 23026 members 
Mstep: Class 11 contains 49794 members 
Mstep: Class 12 contains 4128 members 
Mstep: Class 13 contains 9897 members 
Mstep: Class 14 contains 1750 members 
Mstep: Class 15 contains 5369 members 
Mstep: Class 16 contains 40409 members 
Mstep: Class 17 contains 8398 members 
Mstep: Class 18 contains 20218 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38140 members 
Mstep: Class 21 contains 12315 members 
Mstep: Class 22 contains 19827 members 
Mstep: Class 23 contains 13086 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2126 members 
Mstep: Class 26 contains 3387 members 
Mstep: Class 27 contains 23417 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10363 members 
Mstep: Class 30 contains 38571 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7485 members 
Mstep: Class 33 contains 20308 members 
Mstep: Class 34 contains 8789 members 
Mstep: Class 35 contains 19402 members 
Mstep: Class 36 contains 721 members 
Mstep: Class 37 contains 6138 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4908 members 
Mstep: Class 40 contains 1950 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14316 members 
Mstep: Class 44 contains 3627 members 
Mstep: Class 45 contains 4119 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130752.000000 Penalty: 97921.867188
Iteration 195Q: 49 clusters Score -8.813075e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 106515 members 
Mstep: Class 3 contains 19606 members 
Mstep: Class 4 contains 36888 members 
Mstep: Class 5 contains 66685 members 
Mstep: Class 6 contains 115603 members 
Mstep: Class 7 contains 5523 members 
Mstep: Class 8 contains 14933 members 
Mstep: Class 9 contains 20220 members 
Mstep: Class 10 contains 23026 members 
Mstep: Class 11 contains 49794 members 
Mstep: Class 12 contains 4128 members 
Mstep: Class 13 contains 9897 members 
Mstep: Class 14 contains 1751 members 
Mstep: Class 15 contains 5370 members 
Mstep: Class 16 contains 40397 members 
Mstep: Class 17 contains 8398 members 
Mstep: Class 18 contains 20222 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38140 members 
Mstep: Class 21 contains 12315 members 
Mstep: Class 22 contains 19828 members 
Mstep: Class 23 contains 13085 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2125 members 
Mstep: Class 26 contains 3387 members 
Mstep: Class 27 contains 23420 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10363 members 
Mstep: Class 30 contains 38572 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7485 members 
Mstep: Class 33 contains 20322 members 
Mstep: Class 34 contains 8789 members 
Mstep: Class 35 contains 19398 members 
Mstep: Class 36 contains 721 members 
Mstep: Class 37 contains 6136 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4907 members 
Mstep: Class 40 contains 1950 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14318 members 
Mstep: Class 44 contains 3627 members 
Mstep: Class 45 contains 4118 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130784.000000 Penalty: 97921.867188
Iteration 196Q: 49 clusters Score -8.813078e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 106514 members 
Mstep: Class 3 contains 19606 members 
Mstep: Class 4 contains 36887 members 
Mstep: Class 5 contains 66685 members 
Mstep: Class 6 contains 115610 members 
Mstep: Class 7 contains 5526 members 
Mstep: Class 8 contains 14916 members 
Mstep: Class 9 contains 20227 members 
Mstep: Class 10 contains 23026 members 
Mstep: Class 11 contains 49792 members 
Mstep: Class 12 contains 4127 members 
Mstep: Class 13 contains 9897 members 
Mstep: Class 14 contains 1754 members 
Mstep: Class 15 contains 5371 members 
Mstep: Class 16 contains 40392 members 
Mstep: Class 17 contains 8398 members 
Mstep: Class 18 contains 20221 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38139 members 
Mstep: Class 21 contains 12315 members 
Mstep: Class 22 contains 19827 members 
Mstep: Class 23 contains 13086 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2125 members 
Mstep: Class 26 contains 3388 members 
Mstep: Class 27 contains 23425 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10360 members 
Mstep: Class 30 contains 38574 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7485 members 
Mstep: Class 33 contains 20333 members 
Mstep: Class 34 contains 8787 members 
Mstep: Class 35 contains 19392 members 
Mstep: Class 36 contains 721 members 
Mstep: Class 37 contains 6136 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4906 members 
Mstep: Class 40 contains 1950 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14320 members 
Mstep: Class 44 contains 3627 members 
Mstep: Class 45 contains 4117 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130776.000000 Penalty: 97921.867188
Iteration 197Q: 49 clusters Score -8.813078e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 106508 members 
Mstep: Class 3 contains 19606 members 
Mstep: Class 4 contains 36881 members 
Mstep: Class 5 contains 66689 members 
Mstep: Class 6 contains 115619 members 
Mstep: Class 7 contains 5525 members 
Mstep: Class 8 contains 14904 members 
Mstep: Class 9 contains 20228 members 
Mstep: Class 10 contains 23032 members 
Mstep: Class 11 contains 49792 members 
Mstep: Class 12 contains 4128 members 
Mstep: Class 13 contains 9897 members 
Mstep: Class 14 contains 1754 members 
Mstep: Class 15 contains 5370 members 
Mstep: Class 16 contains 40386 members 
Mstep: Class 17 contains 8398 members 
Mstep: Class 18 contains 20218 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38141 members 
Mstep: Class 21 contains 12315 members 
Mstep: Class 22 contains 19826 members 
Mstep: Class 23 contains 13085 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2125 members 
Mstep: Class 26 contains 3388 members 
Mstep: Class 27 contains 23428 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10360 members 
Mstep: Class 30 contains 38575 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7485 members 
Mstep: Class 33 contains 20345 members 
Mstep: Class 34 contains 8787 members 
Mstep: Class 35 contains 19390 members 
Mstep: Class 36 contains 721 members 
Mstep: Class 37 contains 6136 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4905 members 
Mstep: Class 40 contains 1950 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14321 members 
Mstep: Class 44 contains 3627 members 
Mstep: Class 45 contains 4117 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130808.000000 Penalty: 97921.867188
Iteration 198Q: 49 clusters Score -8.813081e+07 nChanged 88
Entering ConstructFrom: 
Score: -88130808.000000 Penalty: 97921.867188
Entering ConstructFrom: 
Trying to split cluster 1 (11489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Entering Unmasked Estep 
Score: -1208437.000000 Penalty: 1391.152832
	Iteration 0F: 2 clusters Score -1208437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1200753.750000 Penalty: 2782.305664
	Iteration 0F: 3 clusters Score -1200754 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1203395.500000 Penalty: 2782.305664
	Iteration 1F: 3 clusters Score -1203396 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1203818.625000 Penalty: 2782.305664
	Iteration 2F: 3 clusters Score -1203819 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1204229.875000 Penalty: 2782.305664
	Iteration 3F: 3 clusters Score -1204230 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1204673.125000 Penalty: 2782.305664
	Iteration 4F: 3 clusters Score -1204673 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1205094.250000 Penalty: 2782.305664
	Iteration 5F: 3 clusters Score -1205094 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1205489.000000 Penalty: 2782.305664
	Iteration 6F: 3 clusters Score -1205489 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1205826.500000 Penalty: 2782.305664
	Iteration 7Q: 3 clusters Score -1205826 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1206118.625000 Penalty: 2782.305664
	Iteration 8Q: 3 clusters Score -1206119 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1206351.750000 Penalty: 2782.305664
	Iteration 9Q: 3 clusters Score -1206352 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1206538.250000 Penalty: 2782.305664
	Iteration 10Q: 3 clusters Score -1206538 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1206679.250000 Penalty: 2782.305664
	Iteration 11Q: 3 clusters Score -1206679 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1206785.375000 Penalty: 2782.305664
	Iteration 12Q: 3 clusters Score -1206785 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1206880.500000 Penalty: 2782.305664
	Iteration 13Q: 3 clusters Score -1206880 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -1206966.125000 Penalty: 2782.305664
	Iteration 14Q: 3 clusters Score -1206966 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1207043.750000 Penalty: 2782.305664
	Iteration 15Q: 3 clusters Score -1207044 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1207102.375000 Penalty: 2782.305664
	Iteration 16Q: 3 clusters Score -1207102 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1207150.875000 Penalty: 2782.305664
	Iteration 17Q: 3 clusters Score -1207151 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1207206.625000 Penalty: 2782.305664
	Iteration 18Q: 3 clusters Score -1207207 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1207246.125000 Penalty: 2782.305664
	Iteration 19Q: 3 clusters Score -1207246 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1207274.250000 Penalty: 2782.305664
	Iteration 20F: 3 clusters Score -1207274 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1207296.000000 Penalty: 2782.305664
	Iteration 21Q: 3 clusters Score -1207296 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1207316.125000 Penalty: 2782.305664
	Iteration 22Q: 3 clusters Score -1207316 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1207329.500000 Penalty: 2782.305664
	Iteration 23Q: 3 clusters Score -1207330 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1207347.250000 Penalty: 2782.305664
	Iteration 24Q: 3 clusters Score -1207347 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1207357.000000 Penalty: 2782.305664
	Iteration 25Q: 3 clusters Score -1207357 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1207372.000000 Penalty: 2782.305664
	Iteration 26Q: 3 clusters Score -1207372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1207377.125000 Penalty: 2782.305664
	Iteration 27Q: 3 clusters Score -1207377 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -1207384.000000 Penalty: 2782.305664
	Iteration 28Q: 3 clusters Score -1207384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -1207388.000000 Penalty: 2782.305664
	Iteration 29Q: 3 clusters Score -1207388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1207394.125000 Penalty: 2782.305664
	Iteration 30Q: 3 clusters Score -1207394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1207395.500000 Penalty: 2782.305664
	Iteration 31Q: 3 clusters Score -1207396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -1207403.625000 Penalty: 2782.305664
	Iteration 32Q: 3 clusters Score -1207404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1207414.500000 Penalty: 2782.305664
	Iteration 33Q: 3 clusters Score -1207414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1207420.375000 Penalty: 2782.305664
	Iteration 34Q: 3 clusters Score -1207420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -1207425.875000 Penalty: 2782.305664
	Iteration 35Q: 3 clusters Score -1207426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -1207430.625000 Penalty: 2782.305664
	Iteration 36Q: 3 clusters Score -1207431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1207434.375000 Penalty: 2782.305664
	Iteration 37Q: 3 clusters Score -1207434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -1207438.750000 Penalty: 2782.305664
	Iteration 38Q: 3 clusters Score -1207439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1207441.500000 Penalty: 2782.305664
	Iteration 39Q: 3 clusters Score -1207442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1207441.500000 Penalty: 2782.305664
	Iteration 40F: 3 clusters Score -1207442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1207441.750000 Penalty: 2782.305664
	Iteration 41Q: 3 clusters Score -1207442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1207444.250000 Penalty: 2782.305664
	Iteration 42Q: 3 clusters Score -1207444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1207445.375000 Penalty: 2782.305664
	Iteration 43Q: 3 clusters Score -1207445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1207445.375000 Penalty: 2782.305664
	Iteration 44F: 3 clusters Score -1207445 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (106501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106501 members 
Entering Unmasked Estep 
Score: -10776705.000000 Penalty: 1722.495361
	Iteration 0F: 2 clusters Score -1.07767e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53394 members 
Mstep: Class 2 contains 53107 members 
Entering Unmasked Estep 
Score: -10706537.000000 Penalty: 3444.990723
	Iteration 0F: 3 clusters Score -1.070654e+07 nChanged 50578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54072 members 
Mstep: Class 2 contains 52429 members 
Entering Unmasked Estep 
Score: -10736467.000000 Penalty: 3444.990723
	Iteration 1F: 3 clusters Score -1.073647e+07 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54298 members 
Mstep: Class 2 contains 52203 members 
Entering Unmasked Estep 
Score: -10738087.000000 Penalty: 3444.990723
	Iteration 2Q: 3 clusters Score -1.073809e+07 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54563 members 
Mstep: Class 2 contains 51938 members 
Entering Unmasked Estep 
Score: -10740012.000000 Penalty: 3444.990723
	Iteration 3Q: 3 clusters Score -1.074001e+07 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54799 members 
Mstep: Class 2 contains 51702 members 
Entering Unmasked Estep 
Score: -10742367.000000 Penalty: 3444.990723
	Iteration 4F: 3 clusters Score -1.074237e+07 nChanged 5808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55121 members 
Mstep: Class 2 contains 51380 members 
Entering Unmasked Estep 
Score: -10745218.000000 Penalty: 3444.990723
	Iteration 5F: 3 clusters Score -1.074522e+07 nChanged 5931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55750 members 
Mstep: Class 2 contains 50751 members 
Entering Unmasked Estep 
Score: -10748227.000000 Penalty: 3444.990723
	Iteration 6F: 3 clusters Score -1.074823e+07 nChanged 5598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56732 members 
Mstep: Class 2 contains 49769 members 
Entering Unmasked Estep 
Score: -10750964.000000 Penalty: 3444.990723
	Iteration 7F: 3 clusters Score -1.075096e+07 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58074 members 
Mstep: Class 2 contains 48427 members 
Entering Unmasked Estep 
Score: -10753215.000000 Penalty: 3444.990723
	Iteration 8Q: 3 clusters Score -1.075322e+07 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59608 members 
Mstep: Class 2 contains 46893 members 
Entering Unmasked Estep 
Score: -10755009.000000 Penalty: 3444.990723
	Iteration 9Q: 3 clusters Score -1.075501e+07 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61176 members 
Mstep: Class 2 contains 45325 members 
Entering Unmasked Estep 
Score: -10756660.000000 Penalty: 3444.990723
	Iteration 10Q: 3 clusters Score -1.075666e+07 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62688 members 
Mstep: Class 2 contains 43813 members 
Entering Unmasked Estep 
Score: -10757999.000000 Penalty: 3444.990723
	Iteration 11Q: 3 clusters Score -1.0758e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64074 members 
Mstep: Class 2 contains 42427 members 
Entering Unmasked Estep 
Score: -10759052.000000 Penalty: 3444.990723
	Iteration 12Q: 3 clusters Score -1.075905e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65312 members 
Mstep: Class 2 contains 41189 members 
Entering Unmasked Estep 
Score: -10759803.000000 Penalty: 3444.990723
	Iteration 13Q: 3 clusters Score -1.07598e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66496 members 
Mstep: Class 2 contains 40005 members 
Entering Unmasked Estep 
Score: -10760450.000000 Penalty: 3444.990723
	Iteration 14Q: 3 clusters Score -1.076045e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67660 members 
Mstep: Class 2 contains 38841 members 
Entering Unmasked Estep 
Score: -10760974.000000 Penalty: 3444.990723
	Iteration 15Q: 3 clusters Score -1.076097e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68803 members 
Mstep: Class 2 contains 37698 members 
Entering Unmasked Estep 
Score: -10761398.000000 Penalty: 3444.990723
	Iteration 16Q: 3 clusters Score -1.07614e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69959 members 
Mstep: Class 2 contains 36542 members 
Entering Unmasked Estep 
Score: -10761763.000000 Penalty: 3444.990723
	Iteration 17Q: 3 clusters Score -1.076176e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71139 members 
Mstep: Class 2 contains 35362 members 
Entering Unmasked Estep 
Score: -10762103.000000 Penalty: 3444.990723
	Iteration 18Q: 3 clusters Score -1.07621e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72356 members 
Mstep: Class 2 contains 34145 members 
Entering Unmasked Estep 
Score: -10762431.000000 Penalty: 3444.990723
	Iteration 19Q: 3 clusters Score -1.076243e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73618 members 
Mstep: Class 2 contains 32883 members 
Entering Unmasked Estep 
Score: -10762807.000000 Penalty: 3444.990723
	Iteration 20F: 3 clusters Score -1.076281e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74927 members 
Mstep: Class 2 contains 31574 members 
Entering Unmasked Estep 
Score: -10763140.000000 Penalty: 3444.990723
	Iteration 21Q: 3 clusters Score -1.076314e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76271 members 
Mstep: Class 2 contains 30230 members 
Entering Unmasked Estep 
Score: -10763474.000000 Penalty: 3444.990723
	Iteration 22Q: 3 clusters Score -1.076347e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77600 members 
Mstep: Class 2 contains 28901 members 
Entering Unmasked Estep 
Score: -10763794.000000 Penalty: 3444.990723
	Iteration 23Q: 3 clusters Score -1.076379e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79053 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -10764250.000000 Penalty: 3444.990723
	Iteration 24Q: 3 clusters Score -1.076425e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80586 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
Score: -10764729.000000 Penalty: 3444.990723
	Iteration 25Q: 3 clusters Score -1.076473e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82136 members 
Mstep: Class 2 contains 24365 members 
Entering Unmasked Estep 
Score: -10765187.000000 Penalty: 3444.990723
	Iteration 26Q: 3 clusters Score -1.076519e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83751 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -10765663.000000 Penalty: 3444.990723
	Iteration 27Q: 3 clusters Score -1.076566e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85464 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -10766348.000000 Penalty: 3444.990723
	Iteration 28Q: 3 clusters Score -1.076635e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87250 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -10767044.000000 Penalty: 3444.990723
	Iteration 29Q: 3 clusters Score -1.076704e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89075 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -10767796.000000 Penalty: 3444.990723
	Iteration 30Q: 3 clusters Score -1.07678e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90858 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -10768516.000000 Penalty: 3444.990723
	Iteration 31Q: 3 clusters Score -1.076852e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92615 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -10769369.000000 Penalty: 3444.990723
	Iteration 32Q: 3 clusters Score -1.076937e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94312 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -10770140.000000 Penalty: 3444.990723
	Iteration 33Q: 3 clusters Score -1.077014e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95978 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -10771061.000000 Penalty: 3444.990723
	Iteration 34Q: 3 clusters Score -1.077106e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97597 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -10771952.000000 Penalty: 3444.990723
	Iteration 35Q: 3 clusters Score -1.077195e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99105 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -10772714.000000 Penalty: 3444.990723
	Iteration 36Q: 3 clusters Score -1.077271e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100374 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -10773309.000000 Penalty: 3444.990723
	Iteration 37Q: 3 clusters Score -1.077331e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101360 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -10773819.000000 Penalty: 3444.990723
	Iteration 38Q: 3 clusters Score -1.077382e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102214 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -10774266.000000 Penalty: 3444.990723
	Iteration 39Q: 3 clusters Score -1.077427e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102905 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -10774610.000000 Penalty: 3444.990723
	Iteration 40F: 3 clusters Score -1.077461e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103445 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -10774823.000000 Penalty: 3444.990723
	Iteration 41Q: 3 clusters Score -1.077482e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103858 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -10775041.000000 Penalty: 3444.990723
	Iteration 42Q: 3 clusters Score -1.077504e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104151 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -10775172.000000 Penalty: 3444.990723
	Iteration 43Q: 3 clusters Score -1.077517e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104359 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -10775261.000000 Penalty: 3444.990723
	Iteration 44Q: 3 clusters Score -1.077526e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104508 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -10775346.000000 Penalty: 3444.990723
	Iteration 45Q: 3 clusters Score -1.077535e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104614 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -10775379.000000 Penalty: 3444.990723
	Iteration 46Q: 3 clusters Score -1.077538e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104707 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -10775417.000000 Penalty: 3444.990723
	Iteration 47Q: 3 clusters Score -1.077542e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104769 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -10775446.000000 Penalty: 3444.990723
	Iteration 48Q: 3 clusters Score -1.077545e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104822 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -10775452.000000 Penalty: 3444.990723
	Iteration 49Q: 3 clusters Score -1.077545e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104865 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -10775471.000000 Penalty: 3444.990723
	Iteration 50Q: 3 clusters Score -1.077547e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104911 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -10775494.000000 Penalty: 3444.990723
	Iteration 51Q: 3 clusters Score -1.077549e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104945 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -10775493.000000 Penalty: 3444.990723
	Iteration 52Q: 3 clusters Score -1.077549e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104982 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -10775522.000000 Penalty: 3444.990723
	Iteration 53Q: 3 clusters Score -1.077552e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105009 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -10775526.000000 Penalty: 3444.990723
	Iteration 54Q: 3 clusters Score -1.077553e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105028 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -10775541.000000 Penalty: 3444.990723
	Iteration 55Q: 3 clusters Score -1.077554e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105053 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -10775551.000000 Penalty: 3444.990723
	Iteration 56Q: 3 clusters Score -1.077555e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105063 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -10775557.000000 Penalty: 3444.990723
	Iteration 57Q: 3 clusters Score -1.077556e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105066 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -10775554.000000 Penalty: 3444.990723
	Iteration 58Q: 3 clusters Score -1.077555e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105073 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -10775563.000000 Penalty: 3444.990723
	Iteration 59Q: 3 clusters Score -1.077556e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105080 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -10775569.000000 Penalty: 3444.990723
	Iteration 60F: 3 clusters Score -1.077557e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105093 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -10775567.000000 Penalty: 3444.990723
	Iteration 61Q: 3 clusters Score -1.077557e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105101 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -10775564.000000 Penalty: 3444.990723
	Iteration 62Q: 3 clusters Score -1.077556e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105107 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -10775573.000000 Penalty: 3444.990723
	Iteration 63Q: 3 clusters Score -1.077557e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105115 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -10775562.000000 Penalty: 3444.990723
	Iteration 64Q: 3 clusters Score -1.077556e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105122 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -10775573.000000 Penalty: 3444.990723
	Iteration 65Q: 3 clusters Score -1.077557e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105128 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -10775577.000000 Penalty: 3444.990723
	Iteration 66Q: 3 clusters Score -1.077558e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105136 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -10775582.000000 Penalty: 3444.990723
	Iteration 67Q: 3 clusters Score -1.077558e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105150 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -10775596.000000 Penalty: 3444.990723
	Iteration 68Q: 3 clusters Score -1.07756e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105165 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -10775592.000000 Penalty: 3444.990723
	Iteration 69Q: 3 clusters Score -1.077559e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105172 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -10775607.000000 Penalty: 3444.990723
	Iteration 70Q: 3 clusters Score -1.077561e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105191 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -10775594.000000 Penalty: 3444.990723
	Iteration 71Q: 3 clusters Score -1.077559e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105202 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -10775614.000000 Penalty: 3444.990723
	Iteration 72Q: 3 clusters Score -1.077561e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105201 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -10775603.000000 Penalty: 3444.990723
	Iteration 73Q: 3 clusters Score -1.07756e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105208 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -10775615.000000 Penalty: 3444.990723
	Iteration 74Q: 3 clusters Score -1.077562e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105220 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -10775621.000000 Penalty: 3444.990723
	Iteration 75Q: 3 clusters Score -1.077562e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105231 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -10775625.000000 Penalty: 3444.990723
	Iteration 76Q: 3 clusters Score -1.077562e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105235 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -10775634.000000 Penalty: 3444.990723
	Iteration 77Q: 3 clusters Score -1.077563e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105242 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -10775634.000000 Penalty: 3444.990723
	Iteration 78Q: 3 clusters Score -1.077563e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105253 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -10775638.000000 Penalty: 3444.990723
	Iteration 79Q: 3 clusters Score -1.077564e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105269 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -10775646.000000 Penalty: 3444.990723
	Iteration 80F: 3 clusters Score -1.077565e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105276 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -10775656.000000 Penalty: 3444.990723
	Iteration 81Q: 3 clusters Score -1.077566e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105279 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -10775650.000000 Penalty: 3444.990723
	Iteration 82Q: 3 clusters Score -1.077565e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105285 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -10775646.000000 Penalty: 3444.990723
	Iteration 83Q: 3 clusters Score -1.077565e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105290 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -10775650.000000 Penalty: 3444.990723
	Iteration 84Q: 3 clusters Score -1.077565e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105294 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -10775655.000000 Penalty: 3444.990723
	Iteration 85Q: 3 clusters Score -1.077566e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105302 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -10775661.000000 Penalty: 3444.990723
	Iteration 86Q: 3 clusters Score -1.077566e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105306 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -10775656.000000 Penalty: 3444.990723
	Iteration 87Q: 3 clusters Score -1.077566e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105305 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -10775660.000000 Penalty: 3444.990723
	Iteration 88Q: 3 clusters Score -1.077566e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105309 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -10775662.000000 Penalty: 3444.990723
	Iteration 89Q: 3 clusters Score -1.077566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105311 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -10775662.000000 Penalty: 3444.990723
	Iteration 90Q: 3 clusters Score -1.077566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105313 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -10775657.000000 Penalty: 3444.990723
	Iteration 91Q: 3 clusters Score -1.077566e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105314 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -10775654.000000 Penalty: 3444.990723
	Iteration 92Q: 3 clusters Score -1.077565e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105314 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -10775654.000000 Penalty: 3444.990723
	Iteration 93F: 3 clusters Score -1.077565e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Entering Unmasked Estep 
Score: -2038569.250000 Penalty: 1470.678345
	Iteration 0F: 2 clusters Score -2038569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -2025858.750000 Penalty: 2941.356689
	Iteration 0F: 3 clusters Score -2025859 nChanged 8529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -2030383.750000 Penalty: 2941.356689
	Iteration 1F: 3 clusters Score -2030384 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -2030735.000000 Penalty: 2941.356689
	Iteration 2Q: 3 clusters Score -2030735 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -2031053.375000 Penalty: 2941.356689
	Iteration 3Q: 3 clusters Score -2031053 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -2031329.625000 Penalty: 2941.356689
	Iteration 4Q: 3 clusters Score -2031330 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -2031604.250000 Penalty: 2941.356689
	Iteration 5Q: 3 clusters Score -2031604 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -2031900.000000 Penalty: 2941.356689
	Iteration 6Q: 3 clusters Score -2031900 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -2032214.500000 Penalty: 2941.356689
	Iteration 7Q: 3 clusters Score -2032214 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -2032573.375000 Penalty: 2941.356689
	Iteration 8Q: 3 clusters Score -2032573 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -2032944.875000 Penalty: 2941.356689
	Iteration 9Q: 3 clusters Score -2032945 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -2033343.000000 Penalty: 2941.356689
	Iteration 10Q: 3 clusters Score -2033343 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -2033754.375000 Penalty: 2941.356689
	Iteration 11Q: 3 clusters Score -2033754 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -2034157.875000 Penalty: 2941.356689
	Iteration 12Q: 3 clusters Score -2034158 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -2034560.875000 Penalty: 2941.356689
	Iteration 13Q: 3 clusters Score -2034561 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -2034965.625000 Penalty: 2941.356689
	Iteration 14Q: 3 clusters Score -2034966 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -2035379.625000 Penalty: 2941.356689
	Iteration 15Q: 3 clusters Score -2035380 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -2035793.750000 Penalty: 2941.356689
	Iteration 16Q: 3 clusters Score -2035794 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -2036142.750000 Penalty: 2941.356689
	Iteration 17Q: 3 clusters Score -2036143 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -2036482.625000 Penalty: 2941.356689
	Iteration 18Q: 3 clusters Score -2036483 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -2036742.750000 Penalty: 2941.356689
	Iteration 19Q: 3 clusters Score -2036743 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -2036955.375000 Penalty: 2941.356689
	Iteration 20F: 3 clusters Score -2036955 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -2037163.875000 Penalty: 2941.356689
	Iteration 21Q: 3 clusters Score -2037164 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -2037329.125000 Penalty: 2941.356689
	Iteration 22Q: 3 clusters Score -2037329 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -2037448.125000 Penalty: 2941.356689
	Iteration 23Q: 3 clusters Score -2037448 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -2037549.250000 Penalty: 2941.356689
	Iteration 24Q: 3 clusters Score -2037549 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -2037620.625000 Penalty: 2941.356689
	Iteration 25Q: 3 clusters Score -2037621 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -2037668.500000 Penalty: 2941.356689
	Iteration 26Q: 3 clusters Score -2037668 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -2037709.375000 Penalty: 2941.356689
	Iteration 27Q: 3 clusters Score -2037709 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -2037748.750000 Penalty: 2941.356689
	Iteration 28Q: 3 clusters Score -2037749 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -2037788.750000 Penalty: 2941.356689
	Iteration 29Q: 3 clusters Score -2037789 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -2037819.250000 Penalty: 2941.356689
	Iteration 30Q: 3 clusters Score -2037819 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -2037839.875000 Penalty: 2941.356689
	Iteration 31Q: 3 clusters Score -2037840 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -2037859.875000 Penalty: 2941.356689
	Iteration 32Q: 3 clusters Score -2037860 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -2037867.125000 Penalty: 2941.356689
	Iteration 33Q: 3 clusters Score -2037867 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -2037871.500000 Penalty: 2941.356689
	Iteration 34Q: 3 clusters Score -2037872 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -2037881.875000 Penalty: 2941.356689
	Iteration 35Q: 3 clusters Score -2037882 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -2037888.875000 Penalty: 2941.356689
	Iteration 36Q: 3 clusters Score -2037889 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -2037892.625000 Penalty: 2941.356689
	Iteration 37Q: 3 clusters Score -2037893 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -2037903.125000 Penalty: 2941.356689
	Iteration 38Q: 3 clusters Score -2037903 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -2037908.750000 Penalty: 2941.356689
	Iteration 39Q: 3 clusters Score -2037909 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -2037913.375000 Penalty: 2941.356689
	Iteration 40F: 3 clusters Score -2037913 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -2037919.250000 Penalty: 2941.356689
	Iteration 41Q: 3 clusters Score -2037919 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -2037924.000000 Penalty: 2941.356689
	Iteration 42Q: 3 clusters Score -2037924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -2037929.125000 Penalty: 2941.356689
	Iteration 43Q: 3 clusters Score -2037929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -2037935.375000 Penalty: 2941.356689
	Iteration 44Q: 3 clusters Score -2037935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -2037930.750000 Penalty: 2941.356689
	Iteration 45Q: 3 clusters Score -2037931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -2037936.375000 Penalty: 2941.356689
	Iteration 46Q: 3 clusters Score -2037936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -2037936.000000 Penalty: 2941.356689
	Iteration 47Q: 3 clusters Score -2037936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -2037935.500000 Penalty: 2941.356689
	Iteration 48Q: 3 clusters Score -2037936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -2037933.250000 Penalty: 2941.356689
	Iteration 49Q: 3 clusters Score -2037933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -2037933.500000 Penalty: 2941.356689
	Iteration 50Q: 3 clusters Score -2037934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -2037936.250000 Penalty: 2941.356689
	Iteration 51Q: 3 clusters Score -2037936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -2037936.250000 Penalty: 2941.356689
	Iteration 52F: 3 clusters Score -2037936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (36878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36878 members 
Entering Unmasked Estep 
Score: -3829531.750000 Penalty: 1564.687134
	Iteration 0F: 2 clusters Score -3829532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -3805437.750000 Penalty: 3129.374268
	Iteration 0F: 3 clusters Score -3805438 nChanged 16903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -3815023.000000 Penalty: 3129.374268
	Iteration 1F: 3 clusters Score -3815023 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -3815773.750000 Penalty: 3129.374268
	Iteration 2Q: 3 clusters Score -3815774 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -3816589.750000 Penalty: 3129.374268
	Iteration 3Q: 3 clusters Score -3816590 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -3817505.500000 Penalty: 3129.374268
	Iteration 4Q: 3 clusters Score -3817506 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24513 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -3818648.000000 Penalty: 3129.374268
	Iteration 5F: 3 clusters Score -3818648 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26425 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -3820002.000000 Penalty: 3129.374268
	Iteration 6F: 3 clusters Score -3820002 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28694 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -3821813.500000 Penalty: 3129.374268
	Iteration 7F: 3 clusters Score -3821814 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30993 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -3823690.500000 Penalty: 3129.374268
	Iteration 8F: 3 clusters Score -3823690 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32969 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -3825320.750000 Penalty: 3129.374268
	Iteration 9F: 3 clusters Score -3825321 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34430 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -3826545.750000 Penalty: 3129.374268
	Iteration 10Q: 3 clusters Score -3826546 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35325 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -3827286.750000 Penalty: 3129.374268
	Iteration 11Q: 3 clusters Score -3827287 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35825 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -3827702.000000 Penalty: 3129.374268
	Iteration 12Q: 3 clusters Score -3827702 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36094 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3827959.250000 Penalty: 3129.374268
	Iteration 13Q: 3 clusters Score -3827959 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36226 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -3828077.500000 Penalty: 3129.374268
	Iteration 14Q: 3 clusters Score -3828078 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36309 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3828167.250000 Penalty: 3129.374268
	Iteration 15Q: 3 clusters Score -3828167 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36356 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3828214.750000 Penalty: 3129.374268
	Iteration 16Q: 3 clusters Score -3828215 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36390 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3828247.000000 Penalty: 3129.374268
	Iteration 17Q: 3 clusters Score -3828247 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36407 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3828258.750000 Penalty: 3129.374268
	Iteration 18Q: 3 clusters Score -3828259 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36418 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -3828269.500000 Penalty: 3129.374268
	Iteration 19Q: 3 clusters Score -3828270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36429 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3828287.000000 Penalty: 3129.374268
	Iteration 20F: 3 clusters Score -3828287 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36440 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3828295.750000 Penalty: 3129.374268
	Iteration 21Q: 3 clusters Score -3828296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36446 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -3828311.250000 Penalty: 3129.374268
	Iteration 22Q: 3 clusters Score -3828311 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36453 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3828326.500000 Penalty: 3129.374268
	Iteration 23Q: 3 clusters Score -3828326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36462 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3828328.500000 Penalty: 3129.374268
	Iteration 24Q: 3 clusters Score -3828328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36466 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3828338.500000 Penalty: 3129.374268
	Iteration 25Q: 3 clusters Score -3828338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36467 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3828342.000000 Penalty: 3129.374268
	Iteration 26Q: 3 clusters Score -3828342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36469 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3828344.500000 Penalty: 3129.374268
	Iteration 27Q: 3 clusters Score -3828344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36470 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -3828344.250000 Penalty: 3129.374268
	Iteration 28Q: 3 clusters Score -3828344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36471 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3828343.750000 Penalty: 3129.374268
	Iteration 29Q: 3 clusters Score -3828344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36471 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3828347.000000 Penalty: 3129.374268
	Iteration 30Q: 3 clusters Score -3828347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36472 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3828350.750000 Penalty: 3129.374268
	Iteration 31Q: 3 clusters Score -3828351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36473 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -3828347.750000 Penalty: 3129.374268
	Iteration 32Q: 3 clusters Score -3828348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36475 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -3828347.750000 Penalty: 3129.374268
	Iteration 33Q: 3 clusters Score -3828348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36476 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3828351.750000 Penalty: 3129.374268
	Iteration 34Q: 3 clusters Score -3828352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36478 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3828354.250000 Penalty: 3129.374268
	Iteration 35Q: 3 clusters Score -3828354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36477 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3828353.000000 Penalty: 3129.374268
	Iteration 36Q: 3 clusters Score -3828353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36476 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3828352.000000 Penalty: 3129.374268
	Iteration 37Q: 3 clusters Score -3828352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36475 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -3828350.000000 Penalty: 3129.374268
	Iteration 38Q: 3 clusters Score -3828350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36476 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3828353.750000 Penalty: 3129.374268
	Iteration 39Q: 3 clusters Score -3828354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36477 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3828354.250000 Penalty: 3129.374268
	Iteration 40F: 3 clusters Score -3828354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (66689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66689 members 
Entering Unmasked Estep 
Score: -6860181.500000 Penalty: 1652.840088
	Iteration 0F: 2 clusters Score -6860182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33301 members 
Mstep: Class 2 contains 33388 members 
Entering Unmasked Estep 
Score: -6816618.000000 Penalty: 3305.680176
	Iteration 0F: 3 clusters Score -6816618 nChanged 31124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33477 members 
Mstep: Class 2 contains 33212 members 
Entering Unmasked Estep 
Score: -6834393.500000 Penalty: 3305.680176
	Iteration 1F: 3 clusters Score -6834394 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33649 members 
Mstep: Class 2 contains 33040 members 
Entering Unmasked Estep 
Score: -6835469.000000 Penalty: 3305.680176
	Iteration 2Q: 3 clusters Score -6835469 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33906 members 
Mstep: Class 2 contains 32783 members 
Entering Unmasked Estep 
Score: -6836580.000000 Penalty: 3305.680176
	Iteration 3Q: 3 clusters Score -6836580 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34294 members 
Mstep: Class 2 contains 32395 members 
Entering Unmasked Estep 
Score: -6838065.500000 Penalty: 3305.680176
	Iteration 4Q: 3 clusters Score -6838066 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34772 members 
Mstep: Class 2 contains 31917 members 
Entering Unmasked Estep 
Score: -6839602.500000 Penalty: 3305.680176
	Iteration 5F: 3 clusters Score -6839602 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35361 members 
Mstep: Class 2 contains 31328 members 
Entering Unmasked Estep 
Score: -6841388.000000 Penalty: 3305.680176
	Iteration 6F: 3 clusters Score -6841388 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35969 members 
Mstep: Class 2 contains 30720 members 
Entering Unmasked Estep 
Score: -6842931.500000 Penalty: 3305.680176
	Iteration 7F: 3 clusters Score -6842932 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36563 members 
Mstep: Class 2 contains 30126 members 
Entering Unmasked Estep 
Score: -6844379.500000 Penalty: 3305.680176
	Iteration 8Q: 3 clusters Score -6844380 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37183 members 
Mstep: Class 2 contains 29506 members 
Entering Unmasked Estep 
Score: -6845566.500000 Penalty: 3305.680176
	Iteration 9Q: 3 clusters Score -6845566 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37708 members 
Mstep: Class 2 contains 28981 members 
Entering Unmasked Estep 
Score: -6846584.500000 Penalty: 3305.680176
	Iteration 10Q: 3 clusters Score -6846584 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38209 members 
Mstep: Class 2 contains 28480 members 
Entering Unmasked Estep 
Score: -6847507.000000 Penalty: 3305.680176
	Iteration 11Q: 3 clusters Score -6847507 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38713 members 
Mstep: Class 2 contains 27976 members 
Entering Unmasked Estep 
Score: -6848317.000000 Penalty: 3305.680176
	Iteration 12Q: 3 clusters Score -6848317 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39257 members 
Mstep: Class 2 contains 27432 members 
Entering Unmasked Estep 
Score: -6849066.500000 Penalty: 3305.680176
	Iteration 13Q: 3 clusters Score -6849066 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39830 members 
Mstep: Class 2 contains 26859 members 
Entering Unmasked Estep 
Score: -6849698.500000 Penalty: 3305.680176
	Iteration 14Q: 3 clusters Score -6849698 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40464 members 
Mstep: Class 2 contains 26225 members 
Entering Unmasked Estep 
Score: -6850211.000000 Penalty: 3305.680176
	Iteration 15Q: 3 clusters Score -6850211 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41127 members 
Mstep: Class 2 contains 25562 members 
Entering Unmasked Estep 
Score: -6850630.500000 Penalty: 3305.680176
	Iteration 16Q: 3 clusters Score -6850630 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41866 members 
Mstep: Class 2 contains 24823 members 
Entering Unmasked Estep 
Score: -6850964.500000 Penalty: 3305.680176
	Iteration 17Q: 3 clusters Score -6850964 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42631 members 
Mstep: Class 2 contains 24058 members 
Entering Unmasked Estep 
Score: -6851286.500000 Penalty: 3305.680176
	Iteration 18Q: 3 clusters Score -6851286 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43394 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -6851544.000000 Penalty: 3305.680176
	Iteration 19Q: 3 clusters Score -6851544 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44145 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -6851763 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44906 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -6851990 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45667 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -6852160.500000 Penalty: 3305.680176
	Iteration 22Q: 3 clusters Score -6852160 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46447 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -6852355.000000 Penalty: 3305.680176
	Iteration 23Q: 3 clusters Score -6852355 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47222 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -6852620.500000 Penalty: 3305.680176
	Iteration 24Q: 3 clusters Score -6852620 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48018 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -6852828.500000 Penalty: 3305.680176
	Iteration 25Q: 3 clusters Score -6852828 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48852 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -6853067.500000 Penalty: 3305.680176
	Iteration 26Q: 3 clusters Score -6853068 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49699 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -6853347.500000 Penalty: 3305.680176
	Iteration 27Q: 3 clusters Score -6853348 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50488 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -6853537.500000 Penalty: 3305.680176
	Iteration 28Q: 3 clusters Score -6853538 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51240 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -6853720.500000 Penalty: 3305.680176
	Iteration 29Q: 3 clusters Score -6853720 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51999 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -6853933.500000 Penalty: 3305.680176
	Iteration 30Q: 3 clusters Score -6853934 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52737 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -6854156.000000 Penalty: 3305.680176
	Iteration 31Q: 3 clusters Score -6854156 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53449 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -6854345.500000 Penalty: 3305.680176
	Iteration 32Q: 3 clusters Score -6854346 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54182 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -6854582.000000 Penalty: 3305.680176
	Iteration 33Q: 3 clusters Score -6854582 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54919 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -6854782.500000 Penalty: 3305.680176
	Iteration 34Q: 3 clusters Score -6854782 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55643 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -6855032.000000 Penalty: 3305.680176
	Iteration 35Q: 3 clusters Score -6855032 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -6855269.500000 Penalty: 3305.680176
	Iteration 36Q: 3 clusters Score -6855270 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57119 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -6855562.500000 Penalty: 3305.680176
	Iteration 37Q: 3 clusters Score -6855562 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57848 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -6855787.000000 Penalty: 3305.680176
	Iteration 38Q: 3 clusters Score -6855787 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58537 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -6856026.000000 Penalty: 3305.680176
	Iteration 39Q: 3 clusters Score -6856026 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59196 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -6856268.000000 Penalty: 3305.680176
	Iteration 40F: 3 clusters Score -6856268 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59835 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -6856516.000000 Penalty: 3305.680176
	Iteration 41Q: 3 clusters Score -6856516 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60421 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -6856748.500000 Penalty: 3305.680176
	Iteration 42Q: 3 clusters Score -6856748 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60994 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -6856987.500000 Penalty: 3305.680176
	Iteration 43Q: 3 clusters Score -6856988 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61532 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -6857180.000000 Penalty: 3305.680176
	Iteration 44Q: 3 clusters Score -6857180 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62014 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -6857345.000000 Penalty: 3305.680176
	Iteration 45Q: 3 clusters Score -6857345 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62443 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -6857515.000000 Penalty: 3305.680176
	Iteration 46Q: 3 clusters Score -6857515 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62838 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -6857667.500000 Penalty: 3305.680176
	Iteration 47Q: 3 clusters Score -6857668 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63222 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -6857834.500000 Penalty: 3305.680176
	Iteration 48Q: 3 clusters Score -6857834 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63588 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -6857993.000000 Penalty: 3305.680176
	Iteration 49Q: 3 clusters Score -6857993 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63933 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -6858141.000000 Penalty: 3305.680176
	Iteration 50Q: 3 clusters Score -6858141 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64202 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -6858223.000000 Penalty: 3305.680176
	Iteration 51Q: 3 clusters Score -6858223 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64435 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -6858320.500000 Penalty: 3305.680176
	Iteration 52Q: 3 clusters Score -6858320 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64636 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -6858407.000000 Penalty: 3305.680176
	Iteration 53Q: 3 clusters Score -6858407 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64792 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -6858460.000000 Penalty: 3305.680176
	Iteration 54Q: 3 clusters Score -6858460 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64930 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -6858508.000000 Penalty: 3305.680176
	Iteration 55Q: 3 clusters Score -6858508 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65055 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -6858572.000000 Penalty: 3305.680176
	Iteration 56Q: 3 clusters Score -6858572 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65157 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -6858588.500000 Penalty: 3305.680176
	Iteration 57Q: 3 clusters Score -6858588 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65234 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -6858625.000000 Penalty: 3305.680176
	Iteration 58Q: 3 clusters Score -6858625 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65297 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -6858651.500000 Penalty: 3305.680176
	Iteration 59Q: 3 clusters Score -6858652 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65360 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -6858685.000000 Penalty: 3305.680176
	Iteration 60F: 3 clusters Score -6858685 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65417 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -6858708.500000 Penalty: 3305.680176
	Iteration 61Q: 3 clusters Score -6858708 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65470 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -6858734.500000 Penalty: 3305.680176
	Iteration 62Q: 3 clusters Score -6858734 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65514 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -6858759.500000 Penalty: 3305.680176
	Iteration 63Q: 3 clusters Score -6858760 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65572 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -6858785.000000 Penalty: 3305.680176
	Iteration 64Q: 3 clusters Score -6858785 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65624 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -6858820.000000 Penalty: 3305.680176
	Iteration 65Q: 3 clusters Score -6858820 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65665 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -6858859.000000 Penalty: 3305.680176
	Iteration 66Q: 3 clusters Score -6858859 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65699 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -6858863.500000 Penalty: 3305.680176
	Iteration 67Q: 3 clusters Score -6858864 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65733 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -6858873.500000 Penalty: 3305.680176
	Iteration 68Q: 3 clusters Score -6858874 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65754 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -6858887.000000 Penalty: 3305.680176
	Iteration 69Q: 3 clusters Score -6858887 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65773 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -6858904.000000 Penalty: 3305.680176
	Iteration 70Q: 3 clusters Score -6858904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65789 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -6858912.500000 Penalty: 3305.680176
	Iteration 71Q: 3 clusters Score -6858912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65803 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -6858924.500000 Penalty: 3305.680176
	Iteration 72Q: 3 clusters Score -6858924 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65816 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -6858923.500000 Penalty: 3305.680176
	Iteration 73Q: 3 clusters Score -6858924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65825 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -6858936.500000 Penalty: 3305.680176
	Iteration 74Q: 3 clusters Score -6858936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65829 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -6858944.500000 Penalty: 3305.680176
	Iteration 75Q: 3 clusters Score -6858944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65839 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -6858939.000000 Penalty: 3305.680176
	Iteration 76Q: 3 clusters Score -6858939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65848 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -6858955.500000 Penalty: 3305.680176
	Iteration 77Q: 3 clusters Score -6858956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65858 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -6858957.500000 Penalty: 3305.680176
	Iteration 78Q: 3 clusters Score -6858958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65863 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -6858963.500000 Penalty: 3305.680176
	Iteration 79Q: 3 clusters Score -6858964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65872 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -6858968.500000 Penalty: 3305.680176
	Iteration 80F: 3 clusters Score -6858968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65879 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -6858970.000000 Penalty: 3305.680176
	Iteration 81Q: 3 clusters Score -6858970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65883 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -6858975.500000 Penalty: 3305.680176
	Iteration 82Q: 3 clusters Score -6858976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65889 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -6858973.000000 Penalty: 3305.680176
	Iteration 83Q: 3 clusters Score -6858973 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65899 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -6858984.000000 Penalty: 3305.680176
	Iteration 84Q: 3 clusters Score -6858984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65907 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -6858995.500000 Penalty: 3305.680176
	Iteration 85Q: 3 clusters Score -6858996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65913 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -6859000.500000 Penalty: 3305.680176
	Iteration 86Q: 3 clusters Score -6859000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65914 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -6858994.000000 Penalty: 3305.680176
	Iteration 87Q: 3 clusters Score -6858994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65918 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -6858997.500000 Penalty: 3305.680176
	Iteration 88Q: 3 clusters Score -6858998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65922 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -6858998.000000 Penalty: 3305.680176
	Iteration 89Q: 3 clusters Score -6858998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65921 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -6859001.000000 Penalty: 3305.680176
	Iteration 90Q: 3 clusters Score -6859001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65921 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6859000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65923 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -6859002.500000 Penalty: 3305.680176
	Iteration 92Q: 3 clusters Score -6859002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65925 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -6859001.500000 Penalty: 3305.680176
	Iteration 93Q: 3 clusters Score -6859002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65926 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -6859000.000000 Penalty: 3305.680176
	Iteration 94Q: 3 clusters Score -6859000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65927 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -6859002.000000 Penalty: 3305.680176
	Iteration 95Q: 3 clusters Score -6859002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65928 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -6859003.500000 Penalty: 3305.680176
	Iteration 96Q: 3 clusters Score -6859004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65930 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -6859006.000000 Penalty: 3305.680176
	Iteration 97Q: 3 clusters Score -6859006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65931 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -6859009.500000 Penalty: 3305.680176
	Iteration 98Q: 3 clusters Score -6859010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65932 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -6859009.500000 Penalty: 3305.680176
	Iteration 99Q: 3 clusters Score -6859010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65932 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -6859009.500000 Penalty: 3305.680176
	Iteration 100F: 3 clusters Score -6859010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (115623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115623 members 
Entering Unmasked Estep 
Score: -11637174.000000 Penalty: 1734.723877
	Iteration 0F: 2 clusters Score -1.163717e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57466 members 
Mstep: Class 2 contains 58157 members 
Entering Unmasked Estep 
Score: -11560980.000000 Penalty: 3469.447754
	Iteration 0F: 3 clusters Score -1.156098e+07 nChanged 54923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53457 members 
Mstep: Class 2 contains 62166 members 
Entering Unmasked Estep 
Score: -11593162.000000 Penalty: 3469.447754
	Iteration 1F: 3 clusters Score -1.159316e+07 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51062 members 
Mstep: Class 2 contains 64561 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -1.159444e+07 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47465 members 
Mstep: Class 2 contains 68158 members 
Entering Unmasked Estep 
Score: -11596421.000000 Penalty: 3469.447754
	Iteration 3Q: 3 clusters Score -1.159642e+07 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42202 members 
Mstep: Class 2 contains 73421 members 
Entering Unmasked Estep 
Score: -11599398.000000 Penalty: 3469.447754
	Iteration 4F: 3 clusters Score -1.15994e+07 nChanged 7606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34922 members 
Mstep: Class 2 contains 80701 members 
Entering Unmasked Estep 
Score: -11604487.000000 Penalty: 3469.447754
	Iteration 5F: 3 clusters Score -1.160449e+07 nChanged 9256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 89807 members 
Entering Unmasked Estep 
Score: -11612177.000000 Penalty: 3469.447754
	Iteration 6F: 3 clusters Score -1.161218e+07 nChanged 9555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 99280 members 
Entering Unmasked Estep 
Score: -11621398.000000 Penalty: 3469.447754
	Iteration 7F: 3 clusters Score -1.16214e+07 nChanged 7410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 106630 members 
Entering Unmasked Estep 
Score: -11628495.000000 Penalty: 3469.447754
	Iteration 8F: 3 clusters Score -1.16285e+07 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 110929 members 
Entering Unmasked Estep 
Score: -11632584.000000 Penalty: 3469.447754
	Iteration 9Q: 3 clusters Score -1.163258e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 112977 members 
Entering Unmasked Estep 
Score: -11634413.000000 Penalty: 3469.447754
	Iteration 10Q: 3 clusters Score -1.163441e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 113907 members 
Entering Unmasked Estep 
Score: -11635164.000000 Penalty: 3469.447754
	Iteration 11Q: 3 clusters Score -1.163516e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 114321 members 
Entering Unmasked Estep 
Score: -11635479.000000 Penalty: 3469.447754
	Iteration 12Q: 3 clusters Score -1.163548e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 114534 members 
Entering Unmasked Estep 
Score: -11635647.000000 Penalty: 3469.447754
	Iteration 13Q: 3 clusters Score -1.163565e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 114662 members 
Entering Unmasked Estep 
Score: -11635753.000000 Penalty: 3469.447754
	Iteration 14Q: 3 clusters Score -1.163575e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 114753 members 
Entering Unmasked Estep 
Score: -11635837.000000 Penalty: 3469.447754
	Iteration 15Q: 3 clusters Score -1.163584e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 114803 members 
Entering Unmasked Estep 
Score: -11635898.000000 Penalty: 3469.447754
	Iteration 16Q: 3 clusters Score -1.16359e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 114835 members 
Entering Unmasked Estep 
Score: -11635920.000000 Penalty: 3469.447754
	Iteration 17Q: 3 clusters Score -1.163592e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 114866 members 
Entering Unmasked Estep 
Score: -11635948.000000 Penalty: 3469.447754
	Iteration 18Q: 3 clusters Score -1.163595e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 114881 members 
Entering Unmasked Estep 
Score: -11635960.000000 Penalty: 3469.447754
	Iteration 19Q: 3 clusters Score -1.163596e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 114889 members 
Entering Unmasked Estep 
Score: -11635972.000000 Penalty: 3469.447754
	Iteration 20F: 3 clusters Score -1.163597e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 114898 members 
Entering Unmasked Estep 
Score: -11635991.000000 Penalty: 3469.447754
	Iteration 21Q: 3 clusters Score -1.163599e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 114908 members 
Entering Unmasked Estep 
Score: -11635994.000000 Penalty: 3469.447754
	Iteration 22Q: 3 clusters Score -1.163599e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 114909 members 
Entering Unmasked Estep 
Score: -11636007.000000 Penalty: 3469.447754
	Iteration 23Q: 3 clusters Score -1.163601e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 114911 members 
Entering Unmasked Estep 
Score: -11636008.000000 Penalty: 3469.447754
	Iteration 24Q: 3 clusters Score -1.163601e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 114914 members 
Entering Unmasked Estep 
Score: -11636013.000000 Penalty: 3469.447754
	Iteration 25Q: 3 clusters Score -1.163601e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 114920 members 
Entering Unmasked Estep 
Score: -11636009.000000 Penalty: 3469.447754
	Iteration 26Q: 3 clusters Score -1.163601e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 114920 members 
Entering Unmasked Estep 
Score: -11636011.000000 Penalty: 3469.447754
	Iteration 27Q: 3 clusters Score -1.163601e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 114929 members 
Entering Unmasked Estep 
Score: -11636021.000000 Penalty: 3469.447754
	Iteration 28Q: 3 clusters Score -1.163602e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 114934 members 
Entering Unmasked Estep 
Score: -11636016.000000 Penalty: 3469.447754
	Iteration 29Q: 3 clusters Score -1.163602e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 114939 members 
Entering Unmasked Estep 
Score: -11636022.000000 Penalty: 3469.447754
	Iteration 30Q: 3 clusters Score -1.163602e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 114943 members 
Entering Unmasked Estep 
Score: -11636020.000000 Penalty: 3469.447754
	Iteration 31Q: 3 clusters Score -1.163602e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 114948 members 
Entering Unmasked Estep 
Score: -11636026.000000 Penalty: 3469.447754
	Iteration 32Q: 3 clusters Score -1.163603e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 114949 members 
Entering Unmasked Estep 
Score: -11636024.000000 Penalty: 3469.447754
	Iteration 33Q: 3 clusters Score -1.163602e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 114951 members 
Entering Unmasked Estep 
Score: -11636024.000000 Penalty: 3469.447754
	Iteration 34Q: 3 clusters Score -1.163602e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 114955 members 
Entering Unmasked Estep 
Score: -11636013.000000 Penalty: 3469.447754
	Iteration 35Q: 3 clusters Score -1.163601e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 114957 members 
Entering Unmasked Estep 
Score: -11636018.000000 Penalty: 3469.447754
	Iteration 36Q: 3 clusters Score -1.163602e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 114959 members 
Entering Unmasked Estep 
Score: -11636018.000000 Penalty: 3469.447754
	Iteration 37Q: 3 clusters Score -1.163602e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 114960 members 
Entering Unmasked Estep 
Score: -11636020.000000 Penalty: 3469.447754
	Iteration 38Q: 3 clusters Score -1.163602e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 114959 members 
Entering Unmasked Estep 
Score: -11636020.000000 Penalty: 3469.447754
	Iteration 39Q: 3 clusters Score -1.163602e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 114958 members 
Entering Unmasked Estep 
Score: -11636023.000000 Penalty: 3469.447754
	Iteration 40F: 3 clusters Score -1.163602e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Entering Unmasked Estep 
Score: -559967.687500 Penalty: 1282.188477
	Iteration 0F: 2 clusters Score -559967.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -555936.000000 Penalty: 2564.376953
	Iteration 0F: 3 clusters Score -555936 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -557133.187500 Penalty: 2564.376953
	Iteration 1F: 3 clusters Score -557133.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -557334.000000 Penalty: 2564.376953
	Iteration 2F: 3 clusters Score -557334 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -557465.250000 Penalty: 2564.376953
	Iteration 3Q: 3 clusters Score -557465.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -557565.875000 Penalty: 2564.376953
	Iteration 4Q: 3 clusters Score -557565.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -557652.562500 Penalty: 2564.376953
	Iteration 5Q: 3 clusters Score -557652.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -557714.937500 Penalty: 2564.376953
	Iteration 6Q: 3 clusters Score -557714.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -557763.000000 Penalty: 2564.376953
	Iteration 7Q: 3 clusters Score -557763 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -557812.875000 Penalty: 2564.376953
	Iteration 8Q: 3 clusters Score -557812.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -557853.562500 Penalty: 2564.376953
	Iteration 9Q: 3 clusters Score -557853.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -557891.062500 Penalty: 2564.376953
	Iteration 10Q: 3 clusters Score -557891.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -557925.875000 Penalty: 2564.376953
	Iteration 11Q: 3 clusters Score -557925.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -557958.312500 Penalty: 2564.376953
	Iteration 12Q: 3 clusters Score -557958.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -557989.500000 Penalty: 2564.376953
	Iteration 13Q: 3 clusters Score -557989.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -558012.500000 Penalty: 2564.376953
	Iteration 14Q: 3 clusters Score -558012.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -558028.437500 Penalty: 2564.376953
	Iteration 15Q: 3 clusters Score -558028.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -558039.687500 Penalty: 2564.376953
	Iteration 16Q: 3 clusters Score -558039.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -558057.375000 Penalty: 2564.376953
	Iteration 17Q: 3 clusters Score -558057.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -558071.312500 Penalty: 2564.376953
	Iteration 18Q: 3 clusters Score -558071.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -558085.750000 Penalty: 2564.376953
	Iteration 19Q: 3 clusters Score -558085.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -558103.687500 Penalty: 2564.376953
	Iteration 20F: 3 clusters Score -558103.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -558123.125000 Penalty: 2564.376953
	Iteration 21Q: 3 clusters Score -558123.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -558137.562500 Penalty: 2564.376953
	Iteration 22Q: 3 clusters Score -558137.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -558149.625000 Penalty: 2564.376953
	Iteration 23Q: 3 clusters Score -558149.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -558164.125000 Penalty: 2564.376953
	Iteration 24Q: 3 clusters Score -558164.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -558178.125000 Penalty: 2564.376953
	Iteration 25Q: 3 clusters Score -558178.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -558195.375000 Penalty: 2564.376953
	Iteration 26Q: 3 clusters Score -558195.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -558213.125000 Penalty: 2564.376953
	Iteration 27Q: 3 clusters Score -558213.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -558231.437500 Penalty: 2564.376953
	Iteration 28Q: 3 clusters Score -558231.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -558254.625000 Penalty: 2564.376953
	Iteration 29Q: 3 clusters Score -558254.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -558280.125000 Penalty: 2564.376953
	Iteration 30Q: 3 clusters Score -558280.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -558310.625000 Penalty: 2564.376953
	Iteration 31Q: 3 clusters Score -558310.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -558348.875000 Penalty: 2564.376953
	Iteration 32Q: 3 clusters Score -558348.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -558379.937500 Penalty: 2564.376953
	Iteration 33Q: 3 clusters Score -558379.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -558417.875000 Penalty: 2564.376953
	Iteration 34Q: 3 clusters Score -558417.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -558449.250000 Penalty: 2564.376953
	Iteration 35Q: 3 clusters Score -558449.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -558483.687500 Penalty: 2564.376953
	Iteration 36Q: 3 clusters Score -558483.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -558523.687500 Penalty: 2564.376953
	Iteration 37Q: 3 clusters Score -558523.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -558559.562500 Penalty: 2564.376953
	Iteration 38Q: 3 clusters Score -558559.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -558608.000000 Penalty: 2564.376953
	Iteration 39Q: 3 clusters Score -558608 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -558650.125000 Penalty: 2564.376953
	Iteration 40F: 3 clusters Score -558650.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -558682.125000 Penalty: 2564.376953
	Iteration 41Q: 3 clusters Score -558682.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -558708.687500 Penalty: 2564.376953
	Iteration 42Q: 3 clusters Score -558708.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -558729.937500 Penalty: 2564.376953
	Iteration 43Q: 3 clusters Score -558729.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -558750.562500 Penalty: 2564.376953
	Iteration 44Q: 3 clusters Score -558750.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -558768.312500 Penalty: 2564.376953
	Iteration 45Q: 3 clusters Score -558768.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -558784.187500 Penalty: 2564.376953
	Iteration 46Q: 3 clusters Score -558784.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -558799.000000 Penalty: 2564.376953
	Iteration 47Q: 3 clusters Score -558799 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -558811.375000 Penalty: 2564.376953
	Iteration 48Q: 3 clusters Score -558811.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -558816.625000 Penalty: 2564.376953
	Iteration 49Q: 3 clusters Score -558816.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -558826.000000 Penalty: 2564.376953
	Iteration 50Q: 3 clusters Score -558826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -558830.687500 Penalty: 2564.376953
	Iteration 51Q: 3 clusters Score -558830.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -558836.000000 Penalty: 2564.376953
	Iteration 52Q: 3 clusters Score -558836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -558840.187500 Penalty: 2564.376953
	Iteration 53Q: 3 clusters Score -558840.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -558843.125000 Penalty: 2564.376953
	Iteration 54Q: 3 clusters Score -558843.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -558844.562500 Penalty: 2564.376953
	Iteration 55Q: 3 clusters Score -558844.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -558845.187500 Penalty: 2564.376953
	Iteration 56Q: 3 clusters Score -558845.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -558848.187500 Penalty: 2564.376953
	Iteration 57Q: 3 clusters Score -558848.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -558850.000000 Penalty: 2564.376953
	Iteration 58Q: 3 clusters Score -558850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -558850.875000 Penalty: 2564.376953
	Iteration 59Q: 3 clusters Score -558850.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -558854.812500 Penalty: 2564.376953
	Iteration 60F: 3 clusters Score -558854.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -558857.875000 Penalty: 2564.376953
	Iteration 61Q: 3 clusters Score -558857.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -558863.312500 Penalty: 2564.376953
	Iteration 62Q: 3 clusters Score -558863.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -558866.687500 Penalty: 2564.376953
	Iteration 63Q: 3 clusters Score -558866.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -558868.375000 Penalty: 2564.376953
	Iteration 64Q: 3 clusters Score -558868.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -558871.437500 Penalty: 2564.376953
	Iteration 65Q: 3 clusters Score -558871.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -558875.000000 Penalty: 2564.376953
	Iteration 66Q: 3 clusters Score -558875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -558879.562500 Penalty: 2564.376953
	Iteration 67Q: 3 clusters Score -558879.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -558884.000000 Penalty: 2564.376953
	Iteration 68Q: 3 clusters Score -558884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -558887.312500 Penalty: 2564.376953
	Iteration 69Q: 3 clusters Score -558887.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -558890.187500 Penalty: 2564.376953
	Iteration 70Q: 3 clusters Score -558890.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -558891.562500 Penalty: 2564.376953
	Iteration 71Q: 3 clusters Score -558891.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -558892.687500 Penalty: 2564.376953
	Iteration 72Q: 3 clusters Score -558892.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -558893.187500 Penalty: 2564.376953
	Iteration 73Q: 3 clusters Score -558893.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -558894.687500 Penalty: 2564.376953
	Iteration 74Q: 3 clusters Score -558894.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -558896.812500 Penalty: 2564.376953
	Iteration 75Q: 3 clusters Score -558896.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -558899.687500 Penalty: 2564.376953
	Iteration 76Q: 3 clusters Score -558899.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -558902.000000 Penalty: 2564.376953
	Iteration 77Q: 3 clusters Score -558902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -558903.125000 Penalty: 2564.376953
	Iteration 78Q: 3 clusters Score -558903.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -558906.437500 Penalty: 2564.376953
	Iteration 79Q: 3 clusters Score -558906.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -558907.875000 Penalty: 2564.376953
	Iteration 80F: 3 clusters Score -558907.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -558907.625000 Penalty: 2564.376953
	Iteration 81Q: 3 clusters Score -558907.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -558907.625000 Penalty: 2564.376953
	Iteration 82F: 3 clusters Score -558907.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Entering Unmasked Estep 
Score: -1484991.125000 Penalty: 1429.696655
	Iteration 0F: 2 clusters Score -1484991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1475168.250000 Penalty: 2859.393311
	Iteration 0F: 3 clusters Score -1475168 nChanged 6351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1478591.125000 Penalty: 2859.393311
	Iteration 1F: 3 clusters Score -1478591 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1479033.875000 Penalty: 2859.393311
	Iteration 2F: 3 clusters Score -1479034 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1479461.125000 Penalty: 2859.393311
	Iteration 3F: 3 clusters Score -1479461 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1479903.250000 Penalty: 2859.393311
	Iteration 4F: 3 clusters Score -1479903 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1480360.750000 Penalty: 2859.393311
	Iteration 5F: 3 clusters Score -1480361 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1480899.375000 Penalty: 2859.393311
	Iteration 6F: 3 clusters Score -1480899 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1481450.500000 Penalty: 2859.393311
	Iteration 7F: 3 clusters Score -1481450 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1481993.500000 Penalty: 2859.393311
	Iteration 8Q: 3 clusters Score -1481994 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1482498.750000 Penalty: 2859.393311
	Iteration 9Q: 3 clusters Score -1482499 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1482917.750000 Penalty: 2859.393311
	Iteration 10Q: 3 clusters Score -1482918 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1483199.875000 Penalty: 2859.393311
	Iteration 11Q: 3 clusters Score -1483200 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1483404.250000 Penalty: 2859.393311
	Iteration 12Q: 3 clusters Score -1483404 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1483550.500000 Penalty: 2859.393311
	Iteration 13Q: 3 clusters Score -1483550 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1483634.500000 Penalty: 2859.393311
	Iteration 14Q: 3 clusters Score -1483634 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1483710.625000 Penalty: 2859.393311
	Iteration 15Q: 3 clusters Score -1483711 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1483762.500000 Penalty: 2859.393311
	Iteration 16Q: 3 clusters Score -1483762 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1483802.125000 Penalty: 2859.393311
	Iteration 17Q: 3 clusters Score -1483802 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1483829.750000 Penalty: 2859.393311
	Iteration 18Q: 3 clusters Score -1483830 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1483849.375000 Penalty: 2859.393311
	Iteration 19Q: 3 clusters Score -1483849 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1483858.875000 Penalty: 2859.393311
	Iteration 20F: 3 clusters Score -1483859 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1483871.500000 Penalty: 2859.393311
	Iteration 21Q: 3 clusters Score -1483872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1483878.625000 Penalty: 2859.393311
	Iteration 22Q: 3 clusters Score -1483879 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1483881.250000 Penalty: 2859.393311
	Iteration 23Q: 3 clusters Score -1483881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1483884.000000 Penalty: 2859.393311
	Iteration 24Q: 3 clusters Score -1483884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1483890.125000 Penalty: 2859.393311
	Iteration 25Q: 3 clusters Score -1483890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1483897.500000 Penalty: 2859.393311
	Iteration 26Q: 3 clusters Score -1483898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1483904.125000 Penalty: 2859.393311
	Iteration 27Q: 3 clusters Score -1483904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1483909.000000 Penalty: 2859.393311
	Iteration 28Q: 3 clusters Score -1483909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1483913.375000 Penalty: 2859.393311
	Iteration 29Q: 3 clusters Score -1483913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1483913.375000 Penalty: 2859.393311
	Iteration 30Q: 3 clusters Score -1483913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1483913.625000 Penalty: 2859.393311
	Iteration 31Q: 3 clusters Score -1483914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1483913.625000 Penalty: 2859.393311
	Iteration 32F: 3 clusters Score -1483914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (20227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Entering Unmasked Estep 
Score: -2023733.875000 Penalty: 1475.318359
	Iteration 0F: 2 clusters Score -2023734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -2010534.500000 Penalty: 2950.636719
	Iteration 0F: 3 clusters Score -2010534 nChanged 8860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -2015254.250000 Penalty: 2950.636719
	Iteration 1F: 3 clusters Score -2015254 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -2015721.375000 Penalty: 2950.636719
	Iteration 2F: 3 clusters Score -2015721 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -2016118.750000 Penalty: 2950.636719
	Iteration 3Q: 3 clusters Score -2016119 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -2016460.625000 Penalty: 2950.636719
	Iteration 4Q: 3 clusters Score -2016461 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -2016746.750000 Penalty: 2950.636719
	Iteration 5Q: 3 clusters Score -2016747 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -2017048.625000 Penalty: 2950.636719
	Iteration 6Q: 3 clusters Score -2017049 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -2017324.625000 Penalty: 2950.636719
	Iteration 7Q: 3 clusters Score -2017325 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -2017632.125000 Penalty: 2950.636719
	Iteration 8Q: 3 clusters Score -2017632 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -2017983.125000 Penalty: 2950.636719
	Iteration 9Q: 3 clusters Score -2017983 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -2018423.500000 Penalty: 2950.636719
	Iteration 10Q: 3 clusters Score -2018424 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -2018912.625000 Penalty: 2950.636719
	Iteration 11Q: 3 clusters Score -2018913 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -2019432.000000 Penalty: 2950.636719
	Iteration 12Q: 3 clusters Score -2019432 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -2019979.000000 Penalty: 2950.636719
	Iteration 13Q: 3 clusters Score -2019979 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -2020526.875000 Penalty: 2950.636719
	Iteration 14Q: 3 clusters Score -2020527 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -2020985.125000 Penalty: 2950.636719
	Iteration 15Q: 3 clusters Score -2020985 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -2021349.500000 Penalty: 2950.636719
	Iteration 16Q: 3 clusters Score -2021350 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -2021656.000000 Penalty: 2950.636719
	Iteration 17Q: 3 clusters Score -2021656 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -2021870.000000 Penalty: 2950.636719
	Iteration 18Q: 3 clusters Score -2021870 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -2022026.375000 Penalty: 2950.636719
	Iteration 19Q: 3 clusters Score -2022026 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -2022165.375000 Penalty: 2950.636719
	Iteration 20F: 3 clusters Score -2022165 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -2022271.625000 Penalty: 2950.636719
	Iteration 21Q: 3 clusters Score -2022272 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -2022364.125000 Penalty: 2950.636719
	Iteration 22Q: 3 clusters Score -2022364 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -2022418.000000 Penalty: 2950.636719
	Iteration 23Q: 3 clusters Score -2022418 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -2022458.750000 Penalty: 2950.636719
	Iteration 24Q: 3 clusters Score -2022459 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -2022484.125000 Penalty: 2950.636719
	Iteration 25Q: 3 clusters Score -2022484 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -2022511.875000 Penalty: 2950.636719
	Iteration 26Q: 3 clusters Score -2022512 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -2022531.625000 Penalty: 2950.636719
	Iteration 27Q: 3 clusters Score -2022532 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -2022549.000000 Penalty: 2950.636719
	Iteration 28Q: 3 clusters Score -2022549 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -2022557.125000 Penalty: 2950.636719
	Iteration 29Q: 3 clusters Score -2022557 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -2022567.125000 Penalty: 2950.636719
	Iteration 30Q: 3 clusters Score -2022567 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -2022574.375000 Penalty: 2950.636719
	Iteration 31Q: 3 clusters Score -2022574 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -2022576.125000 Penalty: 2950.636719
	Iteration 32Q: 3 clusters Score -2022576 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -2022581.000000 Penalty: 2950.636719
	Iteration 33Q: 3 clusters Score -2022581 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -2022585.875000 Penalty: 2950.636719
	Iteration 34Q: 3 clusters Score -2022586 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -2022585.875000 Penalty: 2950.636719
	Iteration 35Q: 3 clusters Score -2022586 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -2022582.875000 Penalty: 2950.636719
	Iteration 36Q: 3 clusters Score -2022583 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -2022588.000000 Penalty: 2950.636719
	Iteration 37Q: 3 clusters Score -2022588 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -2022588.625000 Penalty: 2950.636719
	Iteration 38Q: 3 clusters Score -2022589 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -2022587.250000 Penalty: 2950.636719
	Iteration 39Q: 3 clusters Score -2022587 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -2022590.375000 Penalty: 2950.636719
	Iteration 40F: 3 clusters Score -2022590 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -2022598.500000 Penalty: 2950.636719
	Iteration 41Q: 3 clusters Score -2022598 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -2022604.125000 Penalty: 2950.636719
	Iteration 42Q: 3 clusters Score -2022604 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -2022605.750000 Penalty: 2950.636719
	Iteration 43Q: 3 clusters Score -2022606 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -2022614.625000 Penalty: 2950.636719
	Iteration 44Q: 3 clusters Score -2022615 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -2022629.000000 Penalty: 2950.636719
	Iteration 45Q: 3 clusters Score -2022629 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -2022635.125000 Penalty: 2950.636719
	Iteration 46Q: 3 clusters Score -2022635 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -2022647.375000 Penalty: 2950.636719
	Iteration 47Q: 3 clusters Score -2022647 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -2022663.750000 Penalty: 2950.636719
	Iteration 48Q: 3 clusters Score -2022664 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -2022682.875000 Penalty: 2950.636719
	Iteration 49Q: 3 clusters Score -2022683 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -2022697.625000 Penalty: 2950.636719
	Iteration 50Q: 3 clusters Score -2022698 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -2022728.500000 Penalty: 2950.636719
	Iteration 51Q: 3 clusters Score -2022728 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -2022748.500000 Penalty: 2950.636719
	Iteration 52Q: 3 clusters Score -2022748 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -2022768.000000 Penalty: 2950.636719
	Iteration 53Q: 3 clusters Score -2022768 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -2022794.375000 Penalty: 2950.636719
	Iteration 54Q: 3 clusters Score -2022794 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -2022817.375000 Penalty: 2950.636719
	Iteration 55Q: 3 clusters Score -2022817 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -2022856.125000 Penalty: 2950.636719
	Iteration 56Q: 3 clusters Score -2022856 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -2022919.000000 Penalty: 2950.636719
	Iteration 57Q: 3 clusters Score -2022919 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -2022979.875000 Penalty: 2950.636719
	Iteration 58Q: 3 clusters Score -2022980 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -2023029.250000 Penalty: 2950.636719
	Iteration 59Q: 3 clusters Score -2023029 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -2023084.500000 Penalty: 2950.636719
	Iteration 60F: 3 clusters Score -2023084 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -2023137.000000 Penalty: 2950.636719
	Iteration 61Q: 3 clusters Score -2023137 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -2023177.875000 Penalty: 2950.636719
	Iteration 62Q: 3 clusters Score -2023178 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -2023213.125000 Penalty: 2950.636719
	Iteration 63Q: 3 clusters Score -2023213 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -2023240.875000 Penalty: 2950.636719
	Iteration 64Q: 3 clusters Score -2023241 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -2023260.250000 Penalty: 2950.636719
	Iteration 65Q: 3 clusters Score -2023260 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -2023277.250000 Penalty: 2950.636719
	Iteration 66Q: 3 clusters Score -2023277 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -2023288.625000 Penalty: 2950.636719
	Iteration 67Q: 3 clusters Score -2023289 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -2023301.250000 Penalty: 2950.636719
	Iteration 68Q: 3 clusters Score -2023301 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -2023303.750000 Penalty: 2950.636719
	Iteration 69Q: 3 clusters Score -2023304 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -2023312.875000 Penalty: 2950.636719
	Iteration 70Q: 3 clusters Score -2023313 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -2023311.875000 Penalty: 2950.636719
	Iteration 71Q: 3 clusters Score -2023312 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -2023317.375000 Penalty: 2950.636719
	Iteration 72Q: 3 clusters Score -2023317 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -2023320.375000 Penalty: 2950.636719
	Iteration 73Q: 3 clusters Score -2023320 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -2023322.250000 Penalty: 2950.636719
	Iteration 74Q: 3 clusters Score -2023322 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -2023321.875000 Penalty: 2950.636719
	Iteration 75Q: 3 clusters Score -2023322 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -2023326.125000 Penalty: 2950.636719
	Iteration 76Q: 3 clusters Score -2023326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -2023331.375000 Penalty: 2950.636719
	Iteration 77Q: 3 clusters Score -2023331 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -2023329.125000 Penalty: 2950.636719
	Iteration 78Q: 3 clusters Score -2023329 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -2023326.250000 Penalty: 2950.636719
	Iteration 79Q: 3 clusters Score -2023326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -2023330.125000 Penalty: 2950.636719
	Iteration 80F: 3 clusters Score -2023330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -2023331.125000 Penalty: 2950.636719
	Iteration 81Q: 3 clusters Score -2023331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -2023334.125000 Penalty: 2950.636719
	Iteration 82Q: 3 clusters Score -2023334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -2023336.250000 Penalty: 2950.636719
	Iteration 83Q: 3 clusters Score -2023336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -2023333.125000 Penalty: 2950.636719
	Iteration 84Q: 3 clusters Score -2023333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -2023332.625000 Penalty: 2950.636719
	Iteration 85Q: 3 clusters Score -2023333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -2023332.625000 Penalty: 2950.636719
	Iteration 86F: 3 clusters Score -2023333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (23040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Entering Unmasked Estep 
Score: -2246660.250000 Penalty: 1494.694092
	Iteration 0F: 2 clusters Score -2246660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -2231598.250000 Penalty: 2989.388184
	Iteration 0F: 3 clusters Score -2231598 nChanged 10220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -2237345.750000 Penalty: 2989.388184
	Iteration 1F: 3 clusters Score -2237346 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -2238202.500000 Penalty: 2989.388184
	Iteration 2F: 3 clusters Score -2238202 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -2239186.500000 Penalty: 2989.388184
	Iteration 3F: 3 clusters Score -2239186 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -2240273.000000 Penalty: 2989.388184
	Iteration 4F: 3 clusters Score -2240273 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -2241385.000000 Penalty: 2989.388184
	Iteration 5F: 3 clusters Score -2241385 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -2242532.750000 Penalty: 2989.388184
	Iteration 6F: 3 clusters Score -2242533 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -2243547.000000 Penalty: 2989.388184
	Iteration 7F: 3 clusters Score -2243547 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -2244326.000000 Penalty: 2989.388184
	Iteration 8Q: 3 clusters Score -2244326 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -2244830.250000 Penalty: 2989.388184
	Iteration 9Q: 3 clusters Score -2244830 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -2245154.250000 Penalty: 2989.388184
	Iteration 10Q: 3 clusters Score -2245154 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -2245374.000000 Penalty: 2989.388184
	Iteration 11Q: 3 clusters Score -2245374 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -2245575.250000 Penalty: 2989.388184
	Iteration 12Q: 3 clusters Score -2245575 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -2245727.000000 Penalty: 2989.388184
	Iteration 13Q: 3 clusters Score -2245727 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -2245825.250000 Penalty: 2989.388184
	Iteration 14Q: 3 clusters Score -2245825 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -2245889.000000 Penalty: 2989.388184
	Iteration 15Q: 3 clusters Score -2245889 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -2245946.000000 Penalty: 2989.388184
	Iteration 16Q: 3 clusters Score -2245946 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -2245986.500000 Penalty: 2989.388184
	Iteration 17Q: 3 clusters Score -2245986 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -2246012.500000 Penalty: 2989.388184
	Iteration 18Q: 3 clusters Score -2246012 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -2246043.250000 Penalty: 2989.388184
	Iteration 19Q: 3 clusters Score -2246043 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -2246071.750000 Penalty: 2989.388184
	Iteration 20F: 3 clusters Score -2246072 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -2246091.250000 Penalty: 2989.388184
	Iteration 21Q: 3 clusters Score -2246091 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -2246109.500000 Penalty: 2989.388184
	Iteration 22Q: 3 clusters Score -2246110 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -2246113.500000 Penalty: 2989.388184
	Iteration 23Q: 3 clusters Score -2246114 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -2246124.750000 Penalty: 2989.388184
	Iteration 24Q: 3 clusters Score -2246125 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -2246133.000000 Penalty: 2989.388184
	Iteration 25Q: 3 clusters Score -2246133 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20143 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -2246134.250000 Penalty: 2989.388184
	Iteration 26Q: 3 clusters Score -2246134 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -2246141.000000 Penalty: 2989.388184
	Iteration 27Q: 3 clusters Score -2246141 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -2246143.000000 Penalty: 2989.388184
	Iteration 28Q: 3 clusters Score -2246143 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -2246147.250000 Penalty: 2989.388184
	Iteration 29Q: 3 clusters Score -2246147 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -2246152.500000 Penalty: 2989.388184
	Iteration 30Q: 3 clusters Score -2246152 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -2246158.750000 Penalty: 2989.388184
	Iteration 31Q: 3 clusters Score -2246159 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -2246152.750000 Penalty: 2989.388184
	Iteration 32Q: 3 clusters Score -2246153 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -2246154.000000 Penalty: 2989.388184
	Iteration 33Q: 3 clusters Score -2246154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -2246157.250000 Penalty: 2989.388184
	Iteration 34Q: 3 clusters Score -2246157 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -2246164.500000 Penalty: 2989.388184
	Iteration 35Q: 3 clusters Score -2246164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -2246163.250000 Penalty: 2989.388184
	Iteration 36Q: 3 clusters Score -2246163 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -2246169.000000 Penalty: 2989.388184
	Iteration 37Q: 3 clusters Score -2246169 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -2246171.250000 Penalty: 2989.388184
	Iteration 38Q: 3 clusters Score -2246171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -2246171.000000 Penalty: 2989.388184
	Iteration 39Q: 3 clusters Score -2246171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20361 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -2246171.500000 Penalty: 2989.388184
	Iteration 40F: 3 clusters Score -2246172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -2246174.250000 Penalty: 2989.388184
	Iteration 41Q: 3 clusters Score -2246174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -2246173.750000 Penalty: 2989.388184
	Iteration 42Q: 3 clusters Score -2246174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -2246176.250000 Penalty: 2989.388184
	Iteration 43Q: 3 clusters Score -2246176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -2246176.000000 Penalty: 2989.388184
	Iteration 44Q: 3 clusters Score -2246176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -2246172.250000 Penalty: 2989.388184
	Iteration 45Q: 3 clusters Score -2246172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -2246177.250000 Penalty: 2989.388184
	Iteration 46Q: 3 clusters Score -2246177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -2246178.000000 Penalty: 2989.388184
	Iteration 47Q: 3 clusters Score -2246178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -2246176.750000 Penalty: 2989.388184
	Iteration 48Q: 3 clusters Score -2246177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -2246179.750000 Penalty: 2989.388184
	Iteration 49Q: 3 clusters Score -2246180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -2246181.250000 Penalty: 2989.388184
	Iteration 50Q: 3 clusters Score -2246181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -2246179.500000 Penalty: 2989.388184
	Iteration 51Q: 3 clusters Score -2246180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -2246182.500000 Penalty: 2989.388184
	Iteration 52Q: 3 clusters Score -2246182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -2246184.000000 Penalty: 2989.388184
	Iteration 53Q: 3 clusters Score -2246184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -2246184.000000 Penalty: 2989.388184
	Iteration 54F: 3 clusters Score -2246184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (49795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49795 members 
Entering Unmasked Estep 
Score: -4975698.500000 Penalty: 1609.371704
	Iteration 0F: 2 clusters Score -4975698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -4943176.500000 Penalty: 3218.743408
	Iteration 0F: 3 clusters Score -4943176 nChanged 23003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -4956117.000000 Penalty: 3218.743408
	Iteration 1F: 3 clusters Score -4956117 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -4956815.000000 Penalty: 3218.743408
	Iteration 2Q: 3 clusters Score -4956815 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 24224 members 
Entering Unmasked Estep 
Score: -4957619.000000 Penalty: 3218.743408
	Iteration 3Q: 3 clusters Score -4957619 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 23908 members 
Entering Unmasked Estep 
Score: -4958403.500000 Penalty: 3218.743408
	Iteration 4Q: 3 clusters Score -4958404 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -4959253.000000 Penalty: 3218.743408
	Iteration 5Q: 3 clusters Score -4959253 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -4960371.000000 Penalty: 3218.743408
	Iteration 6Q: 3 clusters Score -4960371 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28129 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -4961516.500000 Penalty: 3218.743408
	Iteration 7Q: 3 clusters Score -4961516 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29332 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -4962943.500000 Penalty: 3218.743408
	Iteration 8F: 3 clusters Score -4962944 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30745 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -4964565.000000 Penalty: 3218.743408
	Iteration 9F: 3 clusters Score -4964565 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32244 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -4966439.000000 Penalty: 3218.743408
	Iteration 10F: 3 clusters Score -4966439 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33604 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -4968039.500000 Penalty: 3218.743408
	Iteration 11Q: 3 clusters Score -4968040 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34756 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -4969096.000000 Penalty: 3218.743408
	Iteration 12Q: 3 clusters Score -4969096 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35771 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -4969734.000000 Penalty: 3218.743408
	Iteration 13Q: 3 clusters Score -4969734 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36699 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -4970263.500000 Penalty: 3218.743408
	Iteration 14Q: 3 clusters Score -4970264 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37562 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -4970736.500000 Penalty: 3218.743408
	Iteration 15Q: 3 clusters Score -4970736 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38385 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -4971209.500000 Penalty: 3218.743408
	Iteration 16Q: 3 clusters Score -4971210 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39169 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -4971608.000000 Penalty: 3218.743408
	Iteration 17Q: 3 clusters Score -4971608 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39933 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -4971976.500000 Penalty: 3218.743408
	Iteration 18Q: 3 clusters Score -4971976 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40637 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -4972312.500000 Penalty: 3218.743408
	Iteration 19Q: 3 clusters Score -4972312 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41270 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -4972603.500000 Penalty: 3218.743408
	Iteration 20F: 3 clusters Score -4972604 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41871 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -4972851.500000 Penalty: 3218.743408
	Iteration 21Q: 3 clusters Score -4972852 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42408 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -4973049.000000 Penalty: 3218.743408
	Iteration 22Q: 3 clusters Score -4973049 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42925 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -4973209.000000 Penalty: 3218.743408
	Iteration 23Q: 3 clusters Score -4973209 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43394 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -4973362.000000 Penalty: 3218.743408
	Iteration 24Q: 3 clusters Score -4973362 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43848 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -4973493.000000 Penalty: 3218.743408
	Iteration 25Q: 3 clusters Score -4973493 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44270 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -4973636.500000 Penalty: 3218.743408
	Iteration 26Q: 3 clusters Score -4973636 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44657 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -4973754.500000 Penalty: 3218.743408
	Iteration 27Q: 3 clusters Score -4973754 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45018 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -4973881.000000 Penalty: 3218.743408
	Iteration 28Q: 3 clusters Score -4973881 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45348 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -4973991.500000 Penalty: 3218.743408
	Iteration 29Q: 3 clusters Score -4973992 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45627 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -4974086.500000 Penalty: 3218.743408
	Iteration 30Q: 3 clusters Score -4974086 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45891 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -4974173.500000 Penalty: 3218.743408
	Iteration 31Q: 3 clusters Score -4974174 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46118 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -4974240.500000 Penalty: 3218.743408
	Iteration 32Q: 3 clusters Score -4974240 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46306 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -4974275.000000 Penalty: 3218.743408
	Iteration 33Q: 3 clusters Score -4974275 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46465 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -4974328.500000 Penalty: 3218.743408
	Iteration 34Q: 3 clusters Score -4974328 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46591 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -4974352.000000 Penalty: 3218.743408
	Iteration 35Q: 3 clusters Score -4974352 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46688 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -4974370.500000 Penalty: 3218.743408
	Iteration 36Q: 3 clusters Score -4974370 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46769 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -4974395.500000 Penalty: 3218.743408
	Iteration 37Q: 3 clusters Score -4974396 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46850 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -4974407.000000 Penalty: 3218.743408
	Iteration 38Q: 3 clusters Score -4974407 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46934 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -4974426.000000 Penalty: 3218.743408
	Iteration 39Q: 3 clusters Score -4974426 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47003 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -4974444.500000 Penalty: 3218.743408
	Iteration 40F: 3 clusters Score -4974444 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47063 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -4974462.000000 Penalty: 3218.743408
	Iteration 41Q: 3 clusters Score -4974462 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47120 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -4974481.000000 Penalty: 3218.743408
	Iteration 42Q: 3 clusters Score -4974481 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47166 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -4974476.500000 Penalty: 3218.743408
	Iteration 43Q: 3 clusters Score -4974476 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47209 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -4974491.500000 Penalty: 3218.743408
	Iteration 44Q: 3 clusters Score -4974492 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47253 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -4974516.000000 Penalty: 3218.743408
	Iteration 45Q: 3 clusters Score -4974516 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47296 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -4974514.000000 Penalty: 3218.743408
	Iteration 46Q: 3 clusters Score -4974514 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47332 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -4974509.500000 Penalty: 3218.743408
	Iteration 47Q: 3 clusters Score -4974510 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47369 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -4974521.000000 Penalty: 3218.743408
	Iteration 48Q: 3 clusters Score -4974521 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47406 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -4974533.000000 Penalty: 3218.743408
	Iteration 49Q: 3 clusters Score -4974533 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47436 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -4974553.500000 Penalty: 3218.743408
	Iteration 50Q: 3 clusters Score -4974554 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47465 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -4974557.500000 Penalty: 3218.743408
	Iteration 51Q: 3 clusters Score -4974558 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47489 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -4974556.500000 Penalty: 3218.743408
	Iteration 52Q: 3 clusters Score -4974556 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47507 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -4974554.000000 Penalty: 3218.743408
	Iteration 53Q: 3 clusters Score -4974554 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47526 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -4974561.000000 Penalty: 3218.743408
	Iteration 54Q: 3 clusters Score -4974561 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47550 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -4974571.500000 Penalty: 3218.743408
	Iteration 55Q: 3 clusters Score -4974572 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47570 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -4974580.500000 Penalty: 3218.743408
	Iteration 56Q: 3 clusters Score -4974580 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47593 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -4974587.500000 Penalty: 3218.743408
	Iteration 57Q: 3 clusters Score -4974588 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47622 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -4974602.500000 Penalty: 3218.743408
	Iteration 58Q: 3 clusters Score -4974602 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47643 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -4974611.500000 Penalty: 3218.743408
	Iteration 59Q: 3 clusters Score -4974612 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47675 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -4974625.000000 Penalty: 3218.743408
	Iteration 60F: 3 clusters Score -4974625 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47708 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -4974629.000000 Penalty: 3218.743408
	Iteration 61Q: 3 clusters Score -4974629 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47748 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -4974635.500000 Penalty: 3218.743408
	Iteration 62Q: 3 clusters Score -4974636 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47777 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -4974634.500000 Penalty: 3218.743408
	Iteration 63Q: 3 clusters Score -4974634 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47799 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -4974647.500000 Penalty: 3218.743408
	Iteration 64Q: 3 clusters Score -4974648 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47825 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -4974653.500000 Penalty: 3218.743408
	Iteration 65Q: 3 clusters Score -4974654 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47852 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -4974650.500000 Penalty: 3218.743408
	Iteration 66Q: 3 clusters Score -4974650 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47879 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -4974667.500000 Penalty: 3218.743408
	Iteration 67Q: 3 clusters Score -4974668 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47904 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -4974671.500000 Penalty: 3218.743408
	Iteration 68Q: 3 clusters Score -4974672 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47929 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -4974689.000000 Penalty: 3218.743408
	Iteration 69Q: 3 clusters Score -4974689 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47957 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -4974691.500000 Penalty: 3218.743408
	Iteration 70Q: 3 clusters Score -4974692 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47972 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -4974700.000000 Penalty: 3218.743408
	Iteration 71Q: 3 clusters Score -4974700 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47991 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -4974708.000000 Penalty: 3218.743408
	Iteration 72Q: 3 clusters Score -4974708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48006 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -4974706.000000 Penalty: 3218.743408
	Iteration 73Q: 3 clusters Score -4974706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48012 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -4974707.000000 Penalty: 3218.743408
	Iteration 74Q: 3 clusters Score -4974707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48015 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -4974702.500000 Penalty: 3218.743408
	Iteration 75Q: 3 clusters Score -4974702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48019 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -4974706.000000 Penalty: 3218.743408
	Iteration 76Q: 3 clusters Score -4974706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48025 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -4974709.500000 Penalty: 3218.743408
	Iteration 77Q: 3 clusters Score -4974710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48027 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -4974710.500000 Penalty: 3218.743408
	Iteration 78Q: 3 clusters Score -4974710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48029 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -4974709.500000 Penalty: 3218.743408
	Iteration 79Q: 3 clusters Score -4974710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48029 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -4974709.500000 Penalty: 3218.743408
	Iteration 80F: 3 clusters Score -4974710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Entering Unmasked Estep 
Score: -382536.312500 Penalty: 1238.841553
	Iteration 0F: 2 clusters Score -382536.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -379414.218750 Penalty: 2477.683105
	Iteration 0F: 3 clusters Score -379414.2 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -380287.093750 Penalty: 2477.683105
	Iteration 1F: 3 clusters Score -380287.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -380519.937500 Penalty: 2477.683105
	Iteration 2F: 3 clusters Score -380519.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -380683.750000 Penalty: 2477.683105
	Iteration 3F: 3 clusters Score -380683.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -380810.281250 Penalty: 2477.683105
	Iteration 4Q: 3 clusters Score -380810.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -380901.687500 Penalty: 2477.683105
	Iteration 5Q: 3 clusters Score -380901.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -380983.750000 Penalty: 2477.683105
	Iteration 6Q: 3 clusters Score -380983.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -381041.906250 Penalty: 2477.683105
	Iteration 7Q: 3 clusters Score -381041.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -381094.375000 Penalty: 2477.683105
	Iteration 8Q: 3 clusters Score -381094.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -381141.437500 Penalty: 2477.683105
	Iteration 9Q: 3 clusters Score -381141.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -381194.937500 Penalty: 2477.683105
	Iteration 10Q: 3 clusters Score -381194.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -381257.281250 Penalty: 2477.683105
	Iteration 11Q: 3 clusters Score -381257.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -381318.531250 Penalty: 2477.683105
	Iteration 12Q: 3 clusters Score -381318.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -381376.031250 Penalty: 2477.683105
	Iteration 13Q: 3 clusters Score -381376 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -381417.468750 Penalty: 2477.683105
	Iteration 14Q: 3 clusters Score -381417.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -381448.250000 Penalty: 2477.683105
	Iteration 15Q: 3 clusters Score -381448.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -381487.187500 Penalty: 2477.683105
	Iteration 16Q: 3 clusters Score -381487.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -381513.750000 Penalty: 2477.683105
	Iteration 17Q: 3 clusters Score -381513.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -381533.156250 Penalty: 2477.683105
	Iteration 18Q: 3 clusters Score -381533.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -381545.312500 Penalty: 2477.683105
	Iteration 19Q: 3 clusters Score -381545.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -381556.000000 Penalty: 2477.683105
	Iteration 20F: 3 clusters Score -381556 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -381573.156250 Penalty: 2477.683105
	Iteration 21Q: 3 clusters Score -381573.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -381584.812500 Penalty: 2477.683105
	Iteration 22Q: 3 clusters Score -381584.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -381592.656250 Penalty: 2477.683105
	Iteration 23Q: 3 clusters Score -381592.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -381599.718750 Penalty: 2477.683105
	Iteration 24Q: 3 clusters Score -381599.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -381606.250000 Penalty: 2477.683105
	Iteration 25Q: 3 clusters Score -381606.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -381612.593750 Penalty: 2477.683105
	Iteration 26Q: 3 clusters Score -381612.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -381614.968750 Penalty: 2477.683105
	Iteration 27Q: 3 clusters Score -381615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -381616.843750 Penalty: 2477.683105
	Iteration 28Q: 3 clusters Score -381616.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -381620.968750 Penalty: 2477.683105
	Iteration 29Q: 3 clusters Score -381621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -381623.562500 Penalty: 2477.683105
	Iteration 30Q: 3 clusters Score -381623.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -381624.125000 Penalty: 2477.683105
	Iteration 31Q: 3 clusters Score -381624.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -381625.937500 Penalty: 2477.683105
	Iteration 32Q: 3 clusters Score -381625.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -381628.781250 Penalty: 2477.683105
	Iteration 33Q: 3 clusters Score -381628.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -381629.656250 Penalty: 2477.683105
	Iteration 34Q: 3 clusters Score -381629.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -381630.562500 Penalty: 2477.683105
	Iteration 35Q: 3 clusters Score -381630.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -381631.343750 Penalty: 2477.683105
	Iteration 36Q: 3 clusters Score -381631.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -381631.343750 Penalty: 2477.683105
	Iteration 37F: 3 clusters Score -381631.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Entering Unmasked Estep 
Score: -1024855.062500 Penalty: 1368.973022
	Iteration 0F: 2 clusters Score -1024855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1018102.500000 Penalty: 2737.946045
	Iteration 0F: 3 clusters Score -1018102 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1020312.125000 Penalty: 2737.946045
	Iteration 1F: 3 clusters Score -1020312 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1020726.687500 Penalty: 2737.946045
	Iteration 2F: 3 clusters Score -1020727 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1021017.937500 Penalty: 2737.946045
	Iteration 3F: 3 clusters Score -1021018 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1021232.875000 Penalty: 2737.946045
	Iteration 4Q: 3 clusters Score -1021233 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1021422.687500 Penalty: 2737.946045
	Iteration 5Q: 3 clusters Score -1021423 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1021593.687500 Penalty: 2737.946045
	Iteration 6Q: 3 clusters Score -1021594 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1021758.062500 Penalty: 2737.946045
	Iteration 7Q: 3 clusters Score -1021758 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1021927.812500 Penalty: 2737.946045
	Iteration 8Q: 3 clusters Score -1021928 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1022142.812500 Penalty: 2737.946045
	Iteration 9Q: 3 clusters Score -1022143 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1022424.062500 Penalty: 2737.946045
	Iteration 10Q: 3 clusters Score -1022424 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1022750.125000 Penalty: 2737.946045
	Iteration 11Q: 3 clusters Score -1022750 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1023045.937500 Penalty: 2737.946045
	Iteration 12Q: 3 clusters Score -1023046 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1023306.875000 Penalty: 2737.946045
	Iteration 13Q: 3 clusters Score -1023307 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1023529.250000 Penalty: 2737.946045
	Iteration 14Q: 3 clusters Score -1023529 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1023707.937500 Penalty: 2737.946045
	Iteration 15Q: 3 clusters Score -1023708 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1023814.375000 Penalty: 2737.946045
	Iteration 16Q: 3 clusters Score -1023814 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1023885.750000 Penalty: 2737.946045
	Iteration 17Q: 3 clusters Score -1023886 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1023946.500000 Penalty: 2737.946045
	Iteration 18Q: 3 clusters Score -1023946 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1023993.625000 Penalty: 2737.946045
	Iteration 19Q: 3 clusters Score -1023994 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1024025.687500 Penalty: 2737.946045
	Iteration 20F: 3 clusters Score -1024026 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1024052.750000 Penalty: 2737.946045
	Iteration 21Q: 3 clusters Score -1024053 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1024074.000000 Penalty: 2737.946045
	Iteration 22Q: 3 clusters Score -1024074 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1024089.875000 Penalty: 2737.946045
	Iteration 23Q: 3 clusters Score -1024090 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1024102.625000 Penalty: 2737.946045
	Iteration 24Q: 3 clusters Score -1024103 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1024108.687500 Penalty: 2737.946045
	Iteration 25Q: 3 clusters Score -1024109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1024112.750000 Penalty: 2737.946045
	Iteration 26Q: 3 clusters Score -1024113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1024119.687500 Penalty: 2737.946045
	Iteration 27Q: 3 clusters Score -1024120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1024123.937500 Penalty: 2737.946045
	Iteration 28Q: 3 clusters Score -1024124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1024131.500000 Penalty: 2737.946045
	Iteration 29Q: 3 clusters Score -1024132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1024136.187500 Penalty: 2737.946045
	Iteration 30Q: 3 clusters Score -1024136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1024139.750000 Penalty: 2737.946045
	Iteration 31Q: 3 clusters Score -1024140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1024140.812500 Penalty: 2737.946045
	Iteration 32Q: 3 clusters Score -1024141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1024140.812500 Penalty: 2737.946045
	Iteration 33F: 3 clusters Score -1024141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Entering Unmasked Estep 
Score: -145446.812500 Penalty: 1111.399658
	Iteration 0F: 2 clusters Score -145446.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -143742.953125 Penalty: 2222.799316
	Iteration 0F: 3 clusters Score -143743 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -144252.531250 Penalty: 2222.799316
	Iteration 1F: 3 clusters Score -144252.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -144477.000000 Penalty: 2222.799316
	Iteration 2F: 3 clusters Score -144477 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -144621.484375 Penalty: 2222.799316
	Iteration 3F: 3 clusters Score -144621.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -144741.187500 Penalty: 2222.799316
	Iteration 4Q: 3 clusters Score -144741.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -144819.843750 Penalty: 2222.799316
	Iteration 5Q: 3 clusters Score -144819.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -144867.968750 Penalty: 2222.799316
	Iteration 6Q: 3 clusters Score -144868 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -144898.718750 Penalty: 2222.799316
	Iteration 7Q: 3 clusters Score -144898.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -144924.671875 Penalty: 2222.799316
	Iteration 8Q: 3 clusters Score -144924.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -144955.671875 Penalty: 2222.799316
	Iteration 9Q: 3 clusters Score -144955.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -144979.296875 Penalty: 2222.799316
	Iteration 10Q: 3 clusters Score -144979.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -144990.375000 Penalty: 2222.799316
	Iteration 11Q: 3 clusters Score -144990.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -144998.515625 Penalty: 2222.799316
	Iteration 12Q: 3 clusters Score -144998.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -145003.031250 Penalty: 2222.799316
	Iteration 13Q: 3 clusters Score -145003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -145006.984375 Penalty: 2222.799316
	Iteration 14Q: 3 clusters Score -145007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -145011.281250 Penalty: 2222.799316
	Iteration 15Q: 3 clusters Score -145011.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -145015.140625 Penalty: 2222.799316
	Iteration 16Q: 3 clusters Score -145015.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -145017.468750 Penalty: 2222.799316
	Iteration 17Q: 3 clusters Score -145017.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -145019.453125 Penalty: 2222.799316
	Iteration 18Q: 3 clusters Score -145019.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -145022.234375 Penalty: 2222.799316
	Iteration 19Q: 3 clusters Score -145022.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -145026.640625 Penalty: 2222.799316
	Iteration 20F: 3 clusters Score -145026.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -145028.015625 Penalty: 2222.799316
	Iteration 21Q: 3 clusters Score -145028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -145028.203125 Penalty: 2222.799316
	Iteration 22Q: 3 clusters Score -145028.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -145028.984375 Penalty: 2222.799316
	Iteration 23Q: 3 clusters Score -145029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -145028.984375 Penalty: 2222.799316
	Iteration 24F: 3 clusters Score -145029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Entering Unmasked Estep 
Score: -508808.906250 Penalty: 1277.953491
	Iteration 0F: 2 clusters Score -508808.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -504911.687500 Penalty: 2555.906982
	Iteration 0F: 3 clusters Score -504911.7 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -506073.250000 Penalty: 2555.906982
	Iteration 1F: 3 clusters Score -506073.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -506279.156250 Penalty: 2555.906982
	Iteration 2F: 3 clusters Score -506279.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -506417.468750 Penalty: 2555.906982
	Iteration 3Q: 3 clusters Score -506417.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -506551.406250 Penalty: 2555.906982
	Iteration 4Q: 3 clusters Score -506551.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -506673.406250 Penalty: 2555.906982
	Iteration 5Q: 3 clusters Score -506673.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -506795.156250 Penalty: 2555.906982
	Iteration 6Q: 3 clusters Score -506795.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -506935.187500 Penalty: 2555.906982
	Iteration 7Q: 3 clusters Score -506935.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -507063.968750 Penalty: 2555.906982
	Iteration 8Q: 3 clusters Score -507064 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -507185.500000 Penalty: 2555.906982
	Iteration 9Q: 3 clusters Score -507185.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -507330.625000 Penalty: 2555.906982
	Iteration 10Q: 3 clusters Score -507330.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -507500.406250 Penalty: 2555.906982
	Iteration 11Q: 3 clusters Score -507500.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -507694.250000 Penalty: 2555.906982
	Iteration 12Q: 3 clusters Score -507694.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -507927.000000 Penalty: 2555.906982
	Iteration 13Q: 3 clusters Score -507927 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -508151.218750 Penalty: 2555.906982
	Iteration 14Q: 3 clusters Score -508151.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -508334.875000 Penalty: 2555.906982
	Iteration 15Q: 3 clusters Score -508334.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -508447.500000 Penalty: 2555.906982
	Iteration 16Q: 3 clusters Score -508447.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -508511.875000 Penalty: 2555.906982
	Iteration 17Q: 3 clusters Score -508511.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -508557.437500 Penalty: 2555.906982
	Iteration 18Q: 3 clusters Score -508557.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -508591.781250 Penalty: 2555.906982
	Iteration 19Q: 3 clusters Score -508591.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -508621.343750 Penalty: 2555.906982
	Iteration 20F: 3 clusters Score -508621.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -508642.875000 Penalty: 2555.906982
	Iteration 21Q: 3 clusters Score -508642.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -508657.250000 Penalty: 2555.906982
	Iteration 22Q: 3 clusters Score -508657.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -508672.437500 Penalty: 2555.906982
	Iteration 23Q: 3 clusters Score -508672.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -508681.406250 Penalty: 2555.906982
	Iteration 24Q: 3 clusters Score -508681.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -508689.312500 Penalty: 2555.906982
	Iteration 25Q: 3 clusters Score -508689.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -508693.750000 Penalty: 2555.906982
	Iteration 26Q: 3 clusters Score -508693.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -508697.375000 Penalty: 2555.906982
	Iteration 27Q: 3 clusters Score -508697.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -508699.875000 Penalty: 2555.906982
	Iteration 28Q: 3 clusters Score -508699.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -508702.093750 Penalty: 2555.906982
	Iteration 29Q: 3 clusters Score -508702.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -508705.312500 Penalty: 2555.906982
	Iteration 30Q: 3 clusters Score -508705.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -508707.218750 Penalty: 2555.906982
	Iteration 31Q: 3 clusters Score -508707.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -508709.812500 Penalty: 2555.906982
	Iteration 32Q: 3 clusters Score -508709.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -508709.812500 Penalty: 2555.906982
	Iteration 33Q: 3 clusters Score -508709.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -508711.875000 Penalty: 2555.906982
	Iteration 34Q: 3 clusters Score -508711.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -508712.968750 Penalty: 2555.906982
	Iteration 35Q: 3 clusters Score -508713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -508713.312500 Penalty: 2555.906982
	Iteration 36Q: 3 clusters Score -508713.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -508714.343750 Penalty: 2555.906982
	Iteration 37Q: 3 clusters Score -508714.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -508715.531250 Penalty: 2555.906982
	Iteration 38Q: 3 clusters Score -508715.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -508715.562500 Penalty: 2555.906982
	Iteration 39Q: 3 clusters Score -508715.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -508716.500000 Penalty: 2555.906982
	Iteration 40F: 3 clusters Score -508716.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (40380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40380 members 
Entering Unmasked Estep 
Score: -4079598.750000 Penalty: 1578.186157
	Iteration 0F: 2 clusters Score -4079599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -4053158.250000 Penalty: 3156.372314
	Iteration 0F: 3 clusters Score -4053158 nChanged 18502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -4063690.000000 Penalty: 3156.372314
	Iteration 1F: 3 clusters Score -4063690 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22071 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -4064455.500000 Penalty: 3156.372314
	Iteration 2Q: 3 clusters Score -4064456 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -4065369.500000 Penalty: 3156.372314
	Iteration 3Q: 3 clusters Score -4065370 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24035 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -4066441.000000 Penalty: 3156.372314
	Iteration 4F: 3 clusters Score -4066441 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -4067830.750000 Penalty: 3156.372314
	Iteration 5F: 3 clusters Score -4067831 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27135 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -4069447.000000 Penalty: 3156.372314
	Iteration 6F: 3 clusters Score -4069447 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28911 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -4071140.500000 Penalty: 3156.372314
	Iteration 7F: 3 clusters Score -4071140 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30564 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -4072700.500000 Penalty: 3156.372314
	Iteration 8F: 3 clusters Score -4072700 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31926 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -4073932.000000 Penalty: 3156.372314
	Iteration 9Q: 3 clusters Score -4073932 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33057 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -4074871.750000 Penalty: 3156.372314
	Iteration 10Q: 3 clusters Score -4074872 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33945 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -4075556.000000 Penalty: 3156.372314
	Iteration 11Q: 3 clusters Score -4075556 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34694 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -4076073.250000 Penalty: 3156.372314
	Iteration 12Q: 3 clusters Score -4076073 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35356 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -4076512.500000 Penalty: 3156.372314
	Iteration 13Q: 3 clusters Score -4076512 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35930 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -4076866.750000 Penalty: 3156.372314
	Iteration 14Q: 3 clusters Score -4076867 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36420 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -4077147.500000 Penalty: 3156.372314
	Iteration 15Q: 3 clusters Score -4077148 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36831 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -4077353.500000 Penalty: 3156.372314
	Iteration 16Q: 3 clusters Score -4077354 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37171 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -4077528.750000 Penalty: 3156.372314
	Iteration 17Q: 3 clusters Score -4077529 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37457 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -4077655.500000 Penalty: 3156.372314
	Iteration 18Q: 3 clusters Score -4077656 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37716 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -4077778.750000 Penalty: 3156.372314
	Iteration 19Q: 3 clusters Score -4077779 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37940 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -4077898.000000 Penalty: 3156.372314
	Iteration 20F: 3 clusters Score -4077898 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38129 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -4077981.750000 Penalty: 3156.372314
	Iteration 21Q: 3 clusters Score -4077982 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38312 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -4078054.500000 Penalty: 3156.372314
	Iteration 22Q: 3 clusters Score -4078054 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38456 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -4078123.250000 Penalty: 3156.372314
	Iteration 23Q: 3 clusters Score -4078123 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38581 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -4078164.500000 Penalty: 3156.372314
	Iteration 24Q: 3 clusters Score -4078164 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38691 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -4078205.250000 Penalty: 3156.372314
	Iteration 25Q: 3 clusters Score -4078205 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38792 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -4078255.750000 Penalty: 3156.372314
	Iteration 26Q: 3 clusters Score -4078256 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38876 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -4078299.000000 Penalty: 3156.372314
	Iteration 27Q: 3 clusters Score -4078299 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38933 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -4078330.000000 Penalty: 3156.372314
	Iteration 28Q: 3 clusters Score -4078330 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38991 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -4078353.500000 Penalty: 3156.372314
	Iteration 29Q: 3 clusters Score -4078354 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39048 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -4078375.000000 Penalty: 3156.372314
	Iteration 30Q: 3 clusters Score -4078375 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39098 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -4078399.000000 Penalty: 3156.372314
	Iteration 31Q: 3 clusters Score -4078399 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39133 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -4078418.000000 Penalty: 3156.372314
	Iteration 32Q: 3 clusters Score -4078418 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39164 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -4078431.500000 Penalty: 3156.372314
	Iteration 33Q: 3 clusters Score -4078432 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39192 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -4078453.250000 Penalty: 3156.372314
	Iteration 34Q: 3 clusters Score -4078453 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39220 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -4078465.500000 Penalty: 3156.372314
	Iteration 35Q: 3 clusters Score -4078466 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39244 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -4078469.000000 Penalty: 3156.372314
	Iteration 36Q: 3 clusters Score -4078469 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39274 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -4078485.500000 Penalty: 3156.372314
	Iteration 37Q: 3 clusters Score -4078486 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39303 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -4078495.250000 Penalty: 3156.372314
	Iteration 38Q: 3 clusters Score -4078495 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39314 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -4078504.000000 Penalty: 3156.372314
	Iteration 39Q: 3 clusters Score -4078504 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39336 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -4078514.000000 Penalty: 3156.372314
	Iteration 40F: 3 clusters Score -4078514 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39352 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -4078528.250000 Penalty: 3156.372314
	Iteration 41Q: 3 clusters Score -4078528 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39367 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -4078533.000000 Penalty: 3156.372314
	Iteration 42Q: 3 clusters Score -4078533 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39380 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -4078534.500000 Penalty: 3156.372314
	Iteration 43Q: 3 clusters Score -4078534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39391 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -4078544.750000 Penalty: 3156.372314
	Iteration 44Q: 3 clusters Score -4078545 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39400 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -4078547.750000 Penalty: 3156.372314
	Iteration 45Q: 3 clusters Score -4078548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39415 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -4078550.250000 Penalty: 3156.372314
	Iteration 46Q: 3 clusters Score -4078550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39424 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -4078557.000000 Penalty: 3156.372314
	Iteration 47Q: 3 clusters Score -4078557 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39429 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -4078563.750000 Penalty: 3156.372314
	Iteration 48Q: 3 clusters Score -4078564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39436 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -4078569.500000 Penalty: 3156.372314
	Iteration 49Q: 3 clusters Score -4078570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39438 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -4078568.500000 Penalty: 3156.372314
	Iteration 50Q: 3 clusters Score -4078568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39440 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -4078571.750000 Penalty: 3156.372314
	Iteration 51Q: 3 clusters Score -4078572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39442 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -4078574.250000 Penalty: 3156.372314
	Iteration 52Q: 3 clusters Score -4078574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39444 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -4078572.000000 Penalty: 3156.372314
	Iteration 53Q: 3 clusters Score -4078572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39445 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -4078572.250000 Penalty: 3156.372314
	Iteration 54Q: 3 clusters Score -4078572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39446 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -4078571.250000 Penalty: 3156.372314
	Iteration 55Q: 3 clusters Score -4078571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39447 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -4078571.250000 Penalty: 3156.372314
	Iteration 56Q: 3 clusters Score -4078571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39448 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -4078573.500000 Penalty: 3156.372314
	Iteration 57Q: 3 clusters Score -4078574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39448 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -4078573.500000 Penalty: 3156.372314
	Iteration 58F: 3 clusters Score -4078574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Entering Unmasked Estep 
Score: -869780.750000 Penalty: 1344.519409
	Iteration 0F: 2 clusters Score -869780.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -863911.687500 Penalty: 2689.038818
	Iteration 0F: 3 clusters Score -863911.7 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -865829.375000 Penalty: 2689.038818
	Iteration 1F: 3 clusters Score -865829.4 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -866178.937500 Penalty: 2689.038818
	Iteration 2F: 3 clusters Score -866178.9 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -866433.750000 Penalty: 2689.038818
	Iteration 3F: 3 clusters Score -866433.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -866628.562500 Penalty: 2689.038818
	Iteration 4Q: 3 clusters Score -866628.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -866836.937500 Penalty: 2689.038818
	Iteration 5Q: 3 clusters Score -866836.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -867040.812500 Penalty: 2689.038818
	Iteration 6Q: 3 clusters Score -867040.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -867244.687500 Penalty: 2689.038818
	Iteration 7Q: 3 clusters Score -867244.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -867444.187500 Penalty: 2689.038818
	Iteration 8Q: 3 clusters Score -867444.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -867668.812500 Penalty: 2689.038818
	Iteration 9Q: 3 clusters Score -867668.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -867874.250000 Penalty: 2689.038818
	Iteration 10Q: 3 clusters Score -867874.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -868040.937500 Penalty: 2689.038818
	Iteration 11Q: 3 clusters Score -868040.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -868185.562500 Penalty: 2689.038818
	Iteration 12Q: 3 clusters Score -868185.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -868290.375000 Penalty: 2689.038818
	Iteration 13Q: 3 clusters Score -868290.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -868368.312500 Penalty: 2689.038818
	Iteration 14Q: 3 clusters Score -868368.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -868436.062500 Penalty: 2689.038818
	Iteration 15Q: 3 clusters Score -868436.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -868494.562500 Penalty: 2689.038818
	Iteration 16Q: 3 clusters Score -868494.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -868536.687500 Penalty: 2689.038818
	Iteration 17Q: 3 clusters Score -868536.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -868573.250000 Penalty: 2689.038818
	Iteration 18Q: 3 clusters Score -868573.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -868599.500000 Penalty: 2689.038818
	Iteration 19Q: 3 clusters Score -868599.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -868621.437500 Penalty: 2689.038818
	Iteration 20F: 3 clusters Score -868621.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -868639.000000 Penalty: 2689.038818
	Iteration 21Q: 3 clusters Score -868639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -868645.875000 Penalty: 2689.038818
	Iteration 22Q: 3 clusters Score -868645.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -868660.687500 Penalty: 2689.038818
	Iteration 23Q: 3 clusters Score -868660.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -868673.625000 Penalty: 2689.038818
	Iteration 24Q: 3 clusters Score -868673.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -868687.187500 Penalty: 2689.038818
	Iteration 25Q: 3 clusters Score -868687.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -868701.187500 Penalty: 2689.038818
	Iteration 26Q: 3 clusters Score -868701.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -868707.125000 Penalty: 2689.038818
	Iteration 27Q: 3 clusters Score -868707.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -868709.562500 Penalty: 2689.038818
	Iteration 28Q: 3 clusters Score -868709.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -868716.500000 Penalty: 2689.038818
	Iteration 29Q: 3 clusters Score -868716.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -868717.500000 Penalty: 2689.038818
	Iteration 30Q: 3 clusters Score -868717.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -868723.125000 Penalty: 2689.038818
	Iteration 31Q: 3 clusters Score -868723.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -868722.687500 Penalty: 2689.038818
	Iteration 32Q: 3 clusters Score -868722.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -868722.312500 Penalty: 2689.038818
	Iteration 33Q: 3 clusters Score -868722.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -868722.312500 Penalty: 2689.038818
	Iteration 34F: 3 clusters Score -868722.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (20218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Entering Unmasked Estep 
Score: -1944578.875000 Penalty: 1475.252075
	Iteration 0F: 2 clusters Score -1944579 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1931353.250000 Penalty: 2950.504150
	Iteration 0F: 3 clusters Score -1931353 nChanged 8863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1936157.500000 Penalty: 2950.504150
	Iteration 1F: 3 clusters Score -1936158 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1936508.125000 Penalty: 2950.504150
	Iteration 2Q: 3 clusters Score -1936508 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1936821.375000 Penalty: 2950.504150
	Iteration 3Q: 3 clusters Score -1936821 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1937089.125000 Penalty: 2950.504150
	Iteration 4Q: 3 clusters Score -1937089 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1937374.500000 Penalty: 2950.504150
	Iteration 5Q: 3 clusters Score -1937374 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -1937693.625000 Penalty: 2950.504150
	Iteration 6Q: 3 clusters Score -1937694 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -1938059.500000 Penalty: 2950.504150
	Iteration 7Q: 3 clusters Score -1938060 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -1938520.750000 Penalty: 2950.504150
	Iteration 8Q: 3 clusters Score -1938521 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -1939058.875000 Penalty: 2950.504150
	Iteration 9Q: 3 clusters Score -1939059 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -1939684.375000 Penalty: 2950.504150
	Iteration 10Q: 3 clusters Score -1939684 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -1940313.750000 Penalty: 2950.504150
	Iteration 11Q: 3 clusters Score -1940314 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -1940924.125000 Penalty: 2950.504150
	Iteration 12Q: 3 clusters Score -1940924 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -1941468.875000 Penalty: 2950.504150
	Iteration 13Q: 3 clusters Score -1941469 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -1941960.750000 Penalty: 2950.504150
	Iteration 14Q: 3 clusters Score -1941961 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -1942408.250000 Penalty: 2950.504150
	Iteration 15Q: 3 clusters Score -1942408 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -1942727.375000 Penalty: 2950.504150
	Iteration 16Q: 3 clusters Score -1942727 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -1942923.750000 Penalty: 2950.504150
	Iteration 17Q: 3 clusters Score -1942924 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -1943066.875000 Penalty: 2950.504150
	Iteration 18Q: 3 clusters Score -1943067 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -1943176.125000 Penalty: 2950.504150
	Iteration 19Q: 3 clusters Score -1943176 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -1943257.875000 Penalty: 2950.504150
	Iteration 20F: 3 clusters Score -1943258 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -1943322.375000 Penalty: 2950.504150
	Iteration 21Q: 3 clusters Score -1943322 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -1943366.250000 Penalty: 2950.504150
	Iteration 22Q: 3 clusters Score -1943366 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -1943400.250000 Penalty: 2950.504150
	Iteration 23Q: 3 clusters Score -1943400 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -1943419.125000 Penalty: 2950.504150
	Iteration 24Q: 3 clusters Score -1943419 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -1943427.625000 Penalty: 2950.504150
	Iteration 25Q: 3 clusters Score -1943428 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -1943437.000000 Penalty: 2950.504150
	Iteration 26Q: 3 clusters Score -1943437 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -1943448.000000 Penalty: 2950.504150
	Iteration 27Q: 3 clusters Score -1943448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -1943458.625000 Penalty: 2950.504150
	Iteration 28Q: 3 clusters Score -1943459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -1943462.125000 Penalty: 2950.504150
	Iteration 29Q: 3 clusters Score -1943462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -1943460.625000 Penalty: 2950.504150
	Iteration 30Q: 3 clusters Score -1943461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -1943469.500000 Penalty: 2950.504150
	Iteration 31Q: 3 clusters Score -1943470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -1943468.500000 Penalty: 2950.504150
	Iteration 32Q: 3 clusters Score -1943468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -1943469.500000 Penalty: 2950.504150
	Iteration 33Q: 3 clusters Score -1943470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -1943470.375000 Penalty: 2950.504150
	Iteration 34Q: 3 clusters Score -1943470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -1943470.375000 Penalty: 2950.504150
	Iteration 35F: 3 clusters Score -1943470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (16350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Entering Unmasked Estep 
Score: -1713651.125000 Penalty: 1443.655151
	Iteration 0F: 2 clusters Score -1713651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1702845.250000 Penalty: 2887.310303
	Iteration 0F: 3 clusters Score -1702845 nChanged 7078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1706728.250000 Penalty: 2887.310303
	Iteration 1F: 3 clusters Score -1706728 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1707256.750000 Penalty: 2887.310303
	Iteration 2F: 3 clusters Score -1707257 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1707777.625000 Penalty: 2887.310303
	Iteration 3F: 3 clusters Score -1707778 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1708327.875000 Penalty: 2887.310303
	Iteration 4F: 3 clusters Score -1708328 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1708909.250000 Penalty: 2887.310303
	Iteration 5F: 3 clusters Score -1708909 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1709480.375000 Penalty: 2887.310303
	Iteration 6F: 3 clusters Score -1709480 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1709980.375000 Penalty: 2887.310303
	Iteration 7F: 3 clusters Score -1709980 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1710359.875000 Penalty: 2887.310303
	Iteration 8Q: 3 clusters Score -1710360 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1710648.500000 Penalty: 2887.310303
	Iteration 9Q: 3 clusters Score -1710648 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1710867.750000 Penalty: 2887.310303
	Iteration 10Q: 3 clusters Score -1710868 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1711039.375000 Penalty: 2887.310303
	Iteration 11Q: 3 clusters Score -1711039 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1711174.625000 Penalty: 2887.310303
	Iteration 12Q: 3 clusters Score -1711175 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1711295.375000 Penalty: 2887.310303
	Iteration 13Q: 3 clusters Score -1711295 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1711400.625000 Penalty: 2887.310303
	Iteration 14Q: 3 clusters Score -1711401 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1711512.375000 Penalty: 2887.310303
	Iteration 15Q: 3 clusters Score -1711512 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1711627.875000 Penalty: 2887.310303
	Iteration 16Q: 3 clusters Score -1711628 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1711709.875000 Penalty: 2887.310303
	Iteration 17Q: 3 clusters Score -1711710 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1711801.000000 Penalty: 2887.310303
	Iteration 18Q: 3 clusters Score -1711801 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1711897.500000 Penalty: 2887.310303
	Iteration 19Q: 3 clusters Score -1711898 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1711981.500000 Penalty: 2887.310303
	Iteration 20F: 3 clusters Score -1711982 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1712037.375000 Penalty: 2887.310303
	Iteration 21Q: 3 clusters Score -1712037 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1712084.000000 Penalty: 2887.310303
	Iteration 22Q: 3 clusters Score -1712084 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1712122.625000 Penalty: 2887.310303
	Iteration 23Q: 3 clusters Score -1712123 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1712144.750000 Penalty: 2887.310303
	Iteration 24Q: 3 clusters Score -1712145 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1712156.625000 Penalty: 2887.310303
	Iteration 25Q: 3 clusters Score -1712157 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1712178.625000 Penalty: 2887.310303
	Iteration 26Q: 3 clusters Score -1712179 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1712205.125000 Penalty: 2887.310303
	Iteration 27Q: 3 clusters Score -1712205 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1712237.125000 Penalty: 2887.310303
	Iteration 28Q: 3 clusters Score -1712237 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1712269.125000 Penalty: 2887.310303
	Iteration 29Q: 3 clusters Score -1712269 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1712291.500000 Penalty: 2887.310303
	Iteration 30Q: 3 clusters Score -1712292 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1712312.625000 Penalty: 2887.310303
	Iteration 31Q: 3 clusters Score -1712313 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1712338.500000 Penalty: 2887.310303
	Iteration 32Q: 3 clusters Score -1712338 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1712359.000000 Penalty: 2887.310303
	Iteration 33Q: 3 clusters Score -1712359 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1712380.250000 Penalty: 2887.310303
	Iteration 34Q: 3 clusters Score -1712380 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1712398.625000 Penalty: 2887.310303
	Iteration 35Q: 3 clusters Score -1712399 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1712414.500000 Penalty: 2887.310303
	Iteration 36Q: 3 clusters Score -1712414 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1712430.125000 Penalty: 2887.310303
	Iteration 37Q: 3 clusters Score -1712430 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1712444.000000 Penalty: 2887.310303
	Iteration 38Q: 3 clusters Score -1712444 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1712461.750000 Penalty: 2887.310303
	Iteration 39Q: 3 clusters Score -1712462 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1712473.750000 Penalty: 2887.310303
	Iteration 40F: 3 clusters Score -1712474 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1712491.750000 Penalty: 2887.310303
	Iteration 41Q: 3 clusters Score -1712492 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1712504.750000 Penalty: 2887.310303
	Iteration 42Q: 3 clusters Score -1712505 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1712520.250000 Penalty: 2887.310303
	Iteration 43Q: 3 clusters Score -1712520 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1712536.750000 Penalty: 2887.310303
	Iteration 44Q: 3 clusters Score -1712537 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1712554.000000 Penalty: 2887.310303
	Iteration 45Q: 3 clusters Score -1712554 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1712578.750000 Penalty: 2887.310303
	Iteration 46Q: 3 clusters Score -1712579 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1712594.000000 Penalty: 2887.310303
	Iteration 47Q: 3 clusters Score -1712594 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1712607.375000 Penalty: 2887.310303
	Iteration 48Q: 3 clusters Score -1712607 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1712614.125000 Penalty: 2887.310303
	Iteration 49Q: 3 clusters Score -1712614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1712622.875000 Penalty: 2887.310303
	Iteration 50Q: 3 clusters Score -1712623 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1712632.500000 Penalty: 2887.310303
	Iteration 51Q: 3 clusters Score -1712632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1712636.750000 Penalty: 2887.310303
	Iteration 52Q: 3 clusters Score -1712637 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1712641.500000 Penalty: 2887.310303
	Iteration 53Q: 3 clusters Score -1712642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1712644.000000 Penalty: 2887.310303
	Iteration 54Q: 3 clusters Score -1712644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1712644.125000 Penalty: 2887.310303
	Iteration 55Q: 3 clusters Score -1712644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1712646.500000 Penalty: 2887.310303
	Iteration 56Q: 3 clusters Score -1712646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1712650.875000 Penalty: 2887.310303
	Iteration 57Q: 3 clusters Score -1712651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1712652.250000 Penalty: 2887.310303
	Iteration 58Q: 3 clusters Score -1712652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1712653.750000 Penalty: 2887.310303
	Iteration 59Q: 3 clusters Score -1712654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1712655.375000 Penalty: 2887.310303
	Iteration 60F: 3 clusters Score -1712655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1712656.875000 Penalty: 2887.310303
	Iteration 61Q: 3 clusters Score -1712657 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1712656.875000 Penalty: 2887.310303
	Iteration 62F: 3 clusters Score -1712657 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (38138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38138 members 
Entering Unmasked Estep 
Score: -3959798.250000 Penalty: 1569.686279
	Iteration 0F: 2 clusters Score -3959798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -3934958.500000 Penalty: 3139.372559
	Iteration 0F: 3 clusters Score -3934958 nChanged 17430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -3944865.250000 Penalty: 3139.372559
	Iteration 1F: 3 clusters Score -3944865 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -3945517.250000 Penalty: 3139.372559
	Iteration 2Q: 3 clusters Score -3945517 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -3946275.750000 Penalty: 3139.372559
	Iteration 3Q: 3 clusters Score -3946276 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -3947201.000000 Penalty: 3139.372559
	Iteration 4Q: 3 clusters Score -3947201 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -3948365.000000 Penalty: 3139.372559
	Iteration 5F: 3 clusters Score -3948365 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -3949731.250000 Penalty: 3139.372559
	Iteration 6F: 3 clusters Score -3949731 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -3951059.000000 Penalty: 3139.372559
	Iteration 7F: 3 clusters Score -3951059 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -3952114.250000 Penalty: 3139.372559
	Iteration 8F: 3 clusters Score -3952114 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -3953009.500000 Penalty: 3139.372559
	Iteration 9Q: 3 clusters Score -3953010 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -3953760.000000 Penalty: 3139.372559
	Iteration 10Q: 3 clusters Score -3953760 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 24233 members 
Entering Unmasked Estep 
Score: -3954426.750000 Penalty: 3139.372559
	Iteration 11Q: 3 clusters Score -3954427 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
Score: -3955096.250000 Penalty: 3139.372559
	Iteration 12Q: 3 clusters Score -3955096 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 26679 members 
Entering Unmasked Estep 
Score: -3955737.500000 Penalty: 3139.372559
	Iteration 13Q: 3 clusters Score -3955738 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 27938 members 
Entering Unmasked Estep 
Score: -3956368.000000 Penalty: 3139.372559
	Iteration 14Q: 3 clusters Score -3956368 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 29132 members 
Entering Unmasked Estep 
Score: -3956949.750000 Penalty: 3139.372559
	Iteration 15Q: 3 clusters Score -3956950 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 30249 members 
Entering Unmasked Estep 
Score: -3957442.500000 Penalty: 3139.372559
	Iteration 16Q: 3 clusters Score -3957442 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 31206 members 
Entering Unmasked Estep 
Score: -3957852.500000 Penalty: 3139.372559
	Iteration 17Q: 3 clusters Score -3957852 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 32021 members 
Entering Unmasked Estep 
Score: -3958197.000000 Penalty: 3139.372559
	Iteration 18Q: 3 clusters Score -3958197 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 32710 members 
Entering Unmasked Estep 
Score: -3958468.500000 Penalty: 3139.372559
	Iteration 19Q: 3 clusters Score -3958468 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 33305 members 
Entering Unmasked Estep 
Score: -3958701.750000 Penalty: 3139.372559
	Iteration 20F: 3 clusters Score -3958702 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 33761 members 
Entering Unmasked Estep 
Score: -3958868.750000 Penalty: 3139.372559
	Iteration 21Q: 3 clusters Score -3958869 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 34160 members 
Entering Unmasked Estep 
Score: -3958990.250000 Penalty: 3139.372559
	Iteration 22Q: 3 clusters Score -3958990 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 34462 members 
Entering Unmasked Estep 
Score: -3959092.500000 Penalty: 3139.372559
	Iteration 23Q: 3 clusters Score -3959092 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 34727 members 
Entering Unmasked Estep 
Score: -3959186.250000 Penalty: 3139.372559
	Iteration 24Q: 3 clusters Score -3959186 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 34970 members 
Entering Unmasked Estep 
Score: -3959263.250000 Penalty: 3139.372559
	Iteration 25Q: 3 clusters Score -3959263 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 35125 members 
Entering Unmasked Estep 
Score: -3959316.000000 Penalty: 3139.372559
	Iteration 26Q: 3 clusters Score -3959316 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 35242 members 
Entering Unmasked Estep 
Score: -3959352.750000 Penalty: 3139.372559
	Iteration 27Q: 3 clusters Score -3959353 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 35338 members 
Entering Unmasked Estep 
Score: -3959384.750000 Penalty: 3139.372559
	Iteration 28Q: 3 clusters Score -3959385 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 35424 members 
Entering Unmasked Estep 
Score: -3959394.500000 Penalty: 3139.372559
	Iteration 29Q: 3 clusters Score -3959394 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 35488 members 
Entering Unmasked Estep 
Score: -3959402.250000 Penalty: 3139.372559
	Iteration 30Q: 3 clusters Score -3959402 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 35540 members 
Entering Unmasked Estep 
Score: -3959417.250000 Penalty: 3139.372559
	Iteration 31Q: 3 clusters Score -3959417 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 35588 members 
Entering Unmasked Estep 
Score: -3959433.750000 Penalty: 3139.372559
	Iteration 32Q: 3 clusters Score -3959434 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 35630 members 
Entering Unmasked Estep 
Score: -3959447.250000 Penalty: 3139.372559
	Iteration 33Q: 3 clusters Score -3959447 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 35671 members 
Entering Unmasked Estep 
Score: -3959454.000000 Penalty: 3139.372559
	Iteration 34Q: 3 clusters Score -3959454 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 35699 members 
Entering Unmasked Estep 
Score: -3959456.250000 Penalty: 3139.372559
	Iteration 35Q: 3 clusters Score -3959456 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 35722 members 
Entering Unmasked Estep 
Score: -3959464.500000 Penalty: 3139.372559
	Iteration 36Q: 3 clusters Score -3959464 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 35741 members 
Entering Unmasked Estep 
Score: -3959468.250000 Penalty: 3139.372559
	Iteration 37Q: 3 clusters Score -3959468 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 35756 members 
Entering Unmasked Estep 
Score: -3959472.500000 Penalty: 3139.372559
	Iteration 38Q: 3 clusters Score -3959472 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 35772 members 
Entering Unmasked Estep 
Score: -3959479.000000 Penalty: 3139.372559
	Iteration 39Q: 3 clusters Score -3959479 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 35785 members 
Entering Unmasked Estep 
Score: -3959482.250000 Penalty: 3139.372559
	Iteration 40F: 3 clusters Score -3959482 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 35797 members 
Entering Unmasked Estep 
Score: -3959470.750000 Penalty: 3139.372559
	Iteration 41Q: 3 clusters Score -3959471 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 35807 members 
Entering Unmasked Estep 
Score: -3959480.000000 Penalty: 3139.372559
	Iteration 42Q: 3 clusters Score -3959480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 35820 members 
Entering Unmasked Estep 
Score: -3959481.250000 Penalty: 3139.372559
	Iteration 43Q: 3 clusters Score -3959481 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 35829 members 
Entering Unmasked Estep 
Score: -3959481.500000 Penalty: 3139.372559
	Iteration 44Q: 3 clusters Score -3959482 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 35837 members 
Entering Unmasked Estep 
Score: -3959481.750000 Penalty: 3139.372559
	Iteration 45Q: 3 clusters Score -3959482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 35846 members 
Entering Unmasked Estep 
Score: -3959485.000000 Penalty: 3139.372559
	Iteration 46Q: 3 clusters Score -3959485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 35848 members 
Entering Unmasked Estep 
Score: -3959488.250000 Penalty: 3139.372559
	Iteration 47Q: 3 clusters Score -3959488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 35850 members 
Entering Unmasked Estep 
Score: -3959487.000000 Penalty: 3139.372559
	Iteration 48Q: 3 clusters Score -3959487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 35853 members 
Entering Unmasked Estep 
Score: -3959486.000000 Penalty: 3139.372559
	Iteration 49Q: 3 clusters Score -3959486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 35856 members 
Entering Unmasked Estep 
Score: -3959483.750000 Penalty: 3139.372559
	Iteration 50Q: 3 clusters Score -3959484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 35857 members 
Entering Unmasked Estep 
Score: -3959484.750000 Penalty: 3139.372559
	Iteration 51Q: 3 clusters Score -3959485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 35860 members 
Entering Unmasked Estep 
Score: -3959484.750000 Penalty: 3139.372559
	Iteration 52Q: 3 clusters Score -3959485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 35860 members 
Entering Unmasked Estep 
Score: -3959484.750000 Penalty: 3139.372559
	Iteration 53F: 3 clusters Score -3959485 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Entering Unmasked Estep 
Score: -1187182.750000 Penalty: 1401.483765
	Iteration 0F: 2 clusters Score -1187183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1178949.500000 Penalty: 2802.967529
	Iteration 0F: 3 clusters Score -1178950 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1181814.750000 Penalty: 2802.967529
	Iteration 1F: 3 clusters Score -1181815 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1182182.750000 Penalty: 2802.967529
	Iteration 2F: 3 clusters Score -1182183 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1182629.375000 Penalty: 2802.967529
	Iteration 3F: 3 clusters Score -1182629 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1183160.875000 Penalty: 2802.967529
	Iteration 4F: 3 clusters Score -1183161 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1183751.250000 Penalty: 2802.967529
	Iteration 5F: 3 clusters Score -1183751 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1184411.250000 Penalty: 2802.967529
	Iteration 6F: 3 clusters Score -1184411 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1185102.250000 Penalty: 2802.967529
	Iteration 7F: 3 clusters Score -1185102 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1185710.625000 Penalty: 2802.967529
	Iteration 8F: 3 clusters Score -1185711 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1186103.125000 Penalty: 2802.967529
	Iteration 9F: 3 clusters Score -1186103 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1186331.750000 Penalty: 2802.967529
	Iteration 10Q: 3 clusters Score -1186332 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1186469.875000 Penalty: 2802.967529
	Iteration 11Q: 3 clusters Score -1186470 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1186557.500000 Penalty: 2802.967529
	Iteration 12Q: 3 clusters Score -1186558 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1186635.250000 Penalty: 2802.967529
	Iteration 13Q: 3 clusters Score -1186635 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1186691.500000 Penalty: 2802.967529
	Iteration 14Q: 3 clusters Score -1186692 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1186732.000000 Penalty: 2802.967529
	Iteration 15Q: 3 clusters Score -1186732 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1186768.500000 Penalty: 2802.967529
	Iteration 16Q: 3 clusters Score -1186768 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1186804.375000 Penalty: 2802.967529
	Iteration 17Q: 3 clusters Score -1186804 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1186821.500000 Penalty: 2802.967529
	Iteration 18Q: 3 clusters Score -1186822 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1186835.125000 Penalty: 2802.967529
	Iteration 19Q: 3 clusters Score -1186835 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1186845.125000 Penalty: 2802.967529
	Iteration 20F: 3 clusters Score -1186845 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1186857.375000 Penalty: 2802.967529
	Iteration 21Q: 3 clusters Score -1186857 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1186867.750000 Penalty: 2802.967529
	Iteration 22Q: 3 clusters Score -1186868 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1186874.375000 Penalty: 2802.967529
	Iteration 23Q: 3 clusters Score -1186874 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1186887.500000 Penalty: 2802.967529
	Iteration 24Q: 3 clusters Score -1186888 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1186901.625000 Penalty: 2802.967529
	Iteration 25Q: 3 clusters Score -1186902 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1186914.375000 Penalty: 2802.967529
	Iteration 26Q: 3 clusters Score -1186914 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1186922.875000 Penalty: 2802.967529
	Iteration 27Q: 3 clusters Score -1186923 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1186937.500000 Penalty: 2802.967529
	Iteration 28Q: 3 clusters Score -1186938 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1186943.625000 Penalty: 2802.967529
	Iteration 29Q: 3 clusters Score -1186944 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1186949.000000 Penalty: 2802.967529
	Iteration 30Q: 3 clusters Score -1186949 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1186955.125000 Penalty: 2802.967529
	Iteration 31Q: 3 clusters Score -1186955 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1186962.750000 Penalty: 2802.967529
	Iteration 32Q: 3 clusters Score -1186963 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1186969.875000 Penalty: 2802.967529
	Iteration 33Q: 3 clusters Score -1186970 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1186971.000000 Penalty: 2802.967529
	Iteration 34Q: 3 clusters Score -1186971 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1186975.500000 Penalty: 2802.967529
	Iteration 35Q: 3 clusters Score -1186976 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1186988.500000 Penalty: 2802.967529
	Iteration 36Q: 3 clusters Score -1186988 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1186989.500000 Penalty: 2802.967529
	Iteration 37Q: 3 clusters Score -1186990 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1186997.500000 Penalty: 2802.967529
	Iteration 38Q: 3 clusters Score -1186998 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1187002.000000 Penalty: 2802.967529
	Iteration 39Q: 3 clusters Score -1187002 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1187009.750000 Penalty: 2802.967529
	Iteration 40F: 3 clusters Score -1187010 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1187011.125000 Penalty: 2802.967529
	Iteration 41Q: 3 clusters Score -1187011 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1187015.500000 Penalty: 2802.967529
	Iteration 42Q: 3 clusters Score -1187016 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1187018.250000 Penalty: 2802.967529
	Iteration 43Q: 3 clusters Score -1187018 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1187018.250000 Penalty: 2802.967529
	Iteration 44Q: 3 clusters Score -1187018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1187020.625000 Penalty: 2802.967529
	Iteration 45Q: 3 clusters Score -1187021 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1187023.125000 Penalty: 2802.967529
	Iteration 46Q: 3 clusters Score -1187023 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1187023.375000 Penalty: 2802.967529
	Iteration 47Q: 3 clusters Score -1187023 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1187026.875000 Penalty: 2802.967529
	Iteration 48Q: 3 clusters Score -1187027 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1187029.500000 Penalty: 2802.967529
	Iteration 49Q: 3 clusters Score -1187030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1187029.500000 Penalty: 2802.967529
	Iteration 50Q: 3 clusters Score -1187030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1187031.625000 Penalty: 2802.967529
	Iteration 51Q: 3 clusters Score -1187032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1187031.625000 Penalty: 2802.967529
	Iteration 52F: 3 clusters Score -1187032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (19826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Entering Unmasked Estep 
Score: -2031414.625000 Penalty: 1472.338745
	Iteration 0F: 2 clusters Score -2031415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -2018392.375000 Penalty: 2944.677490
	Iteration 0F: 3 clusters Score -2018392 nChanged 8782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -2023208.500000 Penalty: 2944.677490
	Iteration 1F: 3 clusters Score -2023208 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -2023627.375000 Penalty: 2944.677490
	Iteration 2F: 3 clusters Score -2023627 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -2023940.125000 Penalty: 2944.677490
	Iteration 3Q: 3 clusters Score -2023940 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -2024212.125000 Penalty: 2944.677490
	Iteration 4Q: 3 clusters Score -2024212 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -2024469.875000 Penalty: 2944.677490
	Iteration 5Q: 3 clusters Score -2024470 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -2024709.625000 Penalty: 2944.677490
	Iteration 6Q: 3 clusters Score -2024710 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -2024984.875000 Penalty: 2944.677490
	Iteration 7Q: 3 clusters Score -2024985 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -2025328.125000 Penalty: 2944.677490
	Iteration 8Q: 3 clusters Score -2025328 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -2025716.875000 Penalty: 2944.677490
	Iteration 9Q: 3 clusters Score -2025717 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -2026135.875000 Penalty: 2944.677490
	Iteration 10Q: 3 clusters Score -2026136 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -2026687.375000 Penalty: 2944.677490
	Iteration 11Q: 3 clusters Score -2026687 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -2027260.250000 Penalty: 2944.677490
	Iteration 12Q: 3 clusters Score -2027260 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -2027812.000000 Penalty: 2944.677490
	Iteration 13Q: 3 clusters Score -2027812 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -2028233.875000 Penalty: 2944.677490
	Iteration 14Q: 3 clusters Score -2028234 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -2028543.500000 Penalty: 2944.677490
	Iteration 15Q: 3 clusters Score -2028544 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -2028784.625000 Penalty: 2944.677490
	Iteration 16Q: 3 clusters Score -2028785 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -2029008.750000 Penalty: 2944.677490
	Iteration 17Q: 3 clusters Score -2029009 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -2029208.500000 Penalty: 2944.677490
	Iteration 18Q: 3 clusters Score -2029208 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -2029379.500000 Penalty: 2944.677490
	Iteration 19Q: 3 clusters Score -2029380 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -2029497.750000 Penalty: 2944.677490
	Iteration 20F: 3 clusters Score -2029498 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -2029621.125000 Penalty: 2944.677490
	Iteration 21Q: 3 clusters Score -2029621 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -2029718.000000 Penalty: 2944.677490
	Iteration 22Q: 3 clusters Score -2029718 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -2029818.375000 Penalty: 2944.677490
	Iteration 23Q: 3 clusters Score -2029818 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -2029890.750000 Penalty: 2944.677490
	Iteration 24Q: 3 clusters Score -2029891 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -2029964.000000 Penalty: 2944.677490
	Iteration 25Q: 3 clusters Score -2029964 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -2030041.500000 Penalty: 2944.677490
	Iteration 26Q: 3 clusters Score -2030042 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -2030103.750000 Penalty: 2944.677490
	Iteration 27Q: 3 clusters Score -2030104 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -2030162.250000 Penalty: 2944.677490
	Iteration 28Q: 3 clusters Score -2030162 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -2030209.500000 Penalty: 2944.677490
	Iteration 29Q: 3 clusters Score -2030210 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -2030253.375000 Penalty: 2944.677490
	Iteration 30Q: 3 clusters Score -2030253 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -2030293.000000 Penalty: 2944.677490
	Iteration 31Q: 3 clusters Score -2030293 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -2030316.250000 Penalty: 2944.677490
	Iteration 32Q: 3 clusters Score -2030316 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -2030336.625000 Penalty: 2944.677490
	Iteration 33Q: 3 clusters Score -2030337 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -2030352.000000 Penalty: 2944.677490
	Iteration 34Q: 3 clusters Score -2030352 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -2030361.250000 Penalty: 2944.677490
	Iteration 35Q: 3 clusters Score -2030361 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -2030384.750000 Penalty: 2944.677490
	Iteration 36Q: 3 clusters Score -2030385 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -2030402.375000 Penalty: 2944.677490
	Iteration 37Q: 3 clusters Score -2030402 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -2030419.000000 Penalty: 2944.677490
	Iteration 38Q: 3 clusters Score -2030419 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -2030439.750000 Penalty: 2944.677490
	Iteration 39Q: 3 clusters Score -2030440 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -2030458.000000 Penalty: 2944.677490
	Iteration 40F: 3 clusters Score -2030458 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -2030477.000000 Penalty: 2944.677490
	Iteration 41Q: 3 clusters Score -2030477 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -2030486.625000 Penalty: 2944.677490
	Iteration 42Q: 3 clusters Score -2030487 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -2030498.500000 Penalty: 2944.677490
	Iteration 43Q: 3 clusters Score -2030498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -2030501.250000 Penalty: 2944.677490
	Iteration 44Q: 3 clusters Score -2030501 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -2030503.000000 Penalty: 2944.677490
	Iteration 45Q: 3 clusters Score -2030503 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -2030508.250000 Penalty: 2944.677490
	Iteration 46Q: 3 clusters Score -2030508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -2030510.250000 Penalty: 2944.677490
	Iteration 47Q: 3 clusters Score -2030510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -2030512.375000 Penalty: 2944.677490
	Iteration 48Q: 3 clusters Score -2030512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -2030513.875000 Penalty: 2944.677490
	Iteration 49Q: 3 clusters Score -2030514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -2030516.500000 Penalty: 2944.677490
	Iteration 50Q: 3 clusters Score -2030516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -2030516.500000 Penalty: 2944.677490
	Iteration 51Q: 3 clusters Score -2030516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -2030518.375000 Penalty: 2944.677490
	Iteration 52Q: 3 clusters Score -2030518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -2030520.000000 Penalty: 2944.677490
	Iteration 53Q: 3 clusters Score -2030520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -2030521.625000 Penalty: 2944.677490
	Iteration 54Q: 3 clusters Score -2030522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -2030522.750000 Penalty: 2944.677490
	Iteration 55Q: 3 clusters Score -2030523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -2030524.125000 Penalty: 2944.677490
	Iteration 56Q: 3 clusters Score -2030524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -2030521.125000 Penalty: 2944.677490
	Iteration 57Q: 3 clusters Score -2030521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -2030523.500000 Penalty: 2944.677490
	Iteration 58Q: 3 clusters Score -2030524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -2030523.500000 Penalty: 2944.677490
	Iteration 59F: 3 clusters Score -2030524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Entering Unmasked Estep 
Score: -1319840.750000 Penalty: 1410.519653
	Iteration 0F: 2 clusters Score -1319841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1311160.250000 Penalty: 2821.039307
	Iteration 0F: 3 clusters Score -1311160 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1314137.875000 Penalty: 2821.039307
	Iteration 1F: 3 clusters Score -1314138 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1314459.500000 Penalty: 2821.039307
	Iteration 2F: 3 clusters Score -1314460 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1314716.000000 Penalty: 2821.039307
	Iteration 3Q: 3 clusters Score -1314716 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1314927.500000 Penalty: 2821.039307
	Iteration 4Q: 3 clusters Score -1314928 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1315096.250000 Penalty: 2821.039307
	Iteration 5Q: 3 clusters Score -1315096 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1315317.250000 Penalty: 2821.039307
	Iteration 6Q: 3 clusters Score -1315317 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1315548.375000 Penalty: 2821.039307
	Iteration 7Q: 3 clusters Score -1315548 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1315824.625000 Penalty: 2821.039307
	Iteration 8Q: 3 clusters Score -1315825 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1316178.750000 Penalty: 2821.039307
	Iteration 9Q: 3 clusters Score -1316179 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1316596.500000 Penalty: 2821.039307
	Iteration 10Q: 3 clusters Score -1316596 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1317019.250000 Penalty: 2821.039307
	Iteration 11Q: 3 clusters Score -1317019 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1317394.625000 Penalty: 2821.039307
	Iteration 12Q: 3 clusters Score -1317395 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1317732.750000 Penalty: 2821.039307
	Iteration 13Q: 3 clusters Score -1317733 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1318019.625000 Penalty: 2821.039307
	Iteration 14Q: 3 clusters Score -1318020 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1318231.625000 Penalty: 2821.039307
	Iteration 15Q: 3 clusters Score -1318232 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1318379.750000 Penalty: 2821.039307
	Iteration 16Q: 3 clusters Score -1318380 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1318472.125000 Penalty: 2821.039307
	Iteration 17Q: 3 clusters Score -1318472 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1318546.875000 Penalty: 2821.039307
	Iteration 18Q: 3 clusters Score -1318547 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1318604.375000 Penalty: 2821.039307
	Iteration 19Q: 3 clusters Score -1318604 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1318650.750000 Penalty: 2821.039307
	Iteration 20F: 3 clusters Score -1318651 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1318683.500000 Penalty: 2821.039307
	Iteration 21Q: 3 clusters Score -1318684 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1318714.000000 Penalty: 2821.039307
	Iteration 22Q: 3 clusters Score -1318714 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1318731.125000 Penalty: 2821.039307
	Iteration 23Q: 3 clusters Score -1318731 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1318745.750000 Penalty: 2821.039307
	Iteration 24Q: 3 clusters Score -1318746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1318755.750000 Penalty: 2821.039307
	Iteration 25Q: 3 clusters Score -1318756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1318763.625000 Penalty: 2821.039307
	Iteration 26Q: 3 clusters Score -1318764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1318773.250000 Penalty: 2821.039307
	Iteration 27Q: 3 clusters Score -1318773 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1318779.125000 Penalty: 2821.039307
	Iteration 28Q: 3 clusters Score -1318779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1318784.250000 Penalty: 2821.039307
	Iteration 29Q: 3 clusters Score -1318784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1318783.875000 Penalty: 2821.039307
	Iteration 30Q: 3 clusters Score -1318784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1318784.500000 Penalty: 2821.039307
	Iteration 31Q: 3 clusters Score -1318784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1318784.500000 Penalty: 2821.039307
	Iteration 32F: 3 clusters Score -1318784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Entering Unmasked Estep 
Score: -1088298.375000 Penalty: 1375.919189
	Iteration 0F: 2 clusters Score -1088298 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 5151 members 
Entering Unmasked Estep 
Score: -1081227.000000 Penalty: 2751.838379
	Iteration 0F: 3 clusters Score -1081227 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1083472.000000 Penalty: 2751.838379
	Iteration 1F: 3 clusters Score -1083472 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1083770.625000 Penalty: 2751.838379
	Iteration 2F: 3 clusters Score -1083771 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1083990.625000 Penalty: 2751.838379
	Iteration 3Q: 3 clusters Score -1083991 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1084195.875000 Penalty: 2751.838379
	Iteration 4Q: 3 clusters Score -1084196 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1084402.000000 Penalty: 2751.838379
	Iteration 5Q: 3 clusters Score -1084402 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1084631.125000 Penalty: 2751.838379
	Iteration 6Q: 3 clusters Score -1084631 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1084861.750000 Penalty: 2751.838379
	Iteration 7Q: 3 clusters Score -1084862 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1085109.250000 Penalty: 2751.838379
	Iteration 8Q: 3 clusters Score -1085109 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1085376.625000 Penalty: 2751.838379
	Iteration 9Q: 3 clusters Score -1085377 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1085638.875000 Penalty: 2751.838379
	Iteration 10Q: 3 clusters Score -1085639 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1085875.250000 Penalty: 2751.838379
	Iteration 11Q: 3 clusters Score -1085875 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1086072.250000 Penalty: 2751.838379
	Iteration 12Q: 3 clusters Score -1086072 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1086251.000000 Penalty: 2751.838379
	Iteration 13Q: 3 clusters Score -1086251 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1086405.875000 Penalty: 2751.838379
	Iteration 14Q: 3 clusters Score -1086406 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1086527.250000 Penalty: 2751.838379
	Iteration 15Q: 3 clusters Score -1086527 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1086608.500000 Penalty: 2751.838379
	Iteration 16Q: 3 clusters Score -1086608 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1086688.375000 Penalty: 2751.838379
	Iteration 17Q: 3 clusters Score -1086688 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1086755.375000 Penalty: 2751.838379
	Iteration 18Q: 3 clusters Score -1086755 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1086812.500000 Penalty: 2751.838379
	Iteration 19Q: 3 clusters Score -1086812 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1086876.875000 Penalty: 2751.838379
	Iteration 20F: 3 clusters Score -1086877 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1086931.375000 Penalty: 2751.838379
	Iteration 21Q: 3 clusters Score -1086931 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1086973.375000 Penalty: 2751.838379
	Iteration 22Q: 3 clusters Score -1086973 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1087017.750000 Penalty: 2751.838379
	Iteration 23Q: 3 clusters Score -1087018 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1087059.125000 Penalty: 2751.838379
	Iteration 24Q: 3 clusters Score -1087059 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1087087.250000 Penalty: 2751.838379
	Iteration 25Q: 3 clusters Score -1087087 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1087115.375000 Penalty: 2751.838379
	Iteration 26Q: 3 clusters Score -1087115 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1087131.500000 Penalty: 2751.838379
	Iteration 27Q: 3 clusters Score -1087132 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1087151.000000 Penalty: 2751.838379
	Iteration 28Q: 3 clusters Score -1087151 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1087168.750000 Penalty: 2751.838379
	Iteration 29Q: 3 clusters Score -1087169 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1087174.750000 Penalty: 2751.838379
	Iteration 30Q: 3 clusters Score -1087175 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1087181.250000 Penalty: 2751.838379
	Iteration 31Q: 3 clusters Score -1087181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1087187.125000 Penalty: 2751.838379
	Iteration 32Q: 3 clusters Score -1087187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1087188.625000 Penalty: 2751.838379
	Iteration 33Q: 3 clusters Score -1087189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1087188.250000 Penalty: 2751.838379
	Iteration 34Q: 3 clusters Score -1087188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1087190.000000 Penalty: 2751.838379
	Iteration 35Q: 3 clusters Score -1087190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1087190.000000 Penalty: 2751.838379
	Iteration 36F: 3 clusters Score -1087190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Entering Unmasked Estep 
Score: -199977.406250 Penalty: 1140.035278
	Iteration 0F: 2 clusters Score -199977.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -198024.171875 Penalty: 2280.070557
	Iteration 0F: 3 clusters Score -198024.2 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -198535.484375 Penalty: 2280.070557
	Iteration 1F: 3 clusters Score -198535.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -198691.812500 Penalty: 2280.070557
	Iteration 2F: 3 clusters Score -198691.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -198783.296875 Penalty: 2280.070557
	Iteration 3Q: 3 clusters Score -198783.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -198859.515625 Penalty: 2280.070557
	Iteration 4Q: 3 clusters Score -198859.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -198914.281250 Penalty: 2280.070557
	Iteration 5Q: 3 clusters Score -198914.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -198951.312500 Penalty: 2280.070557
	Iteration 6Q: 3 clusters Score -198951.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -198978.890625 Penalty: 2280.070557
	Iteration 7Q: 3 clusters Score -198978.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -198996.375000 Penalty: 2280.070557
	Iteration 8Q: 3 clusters Score -198996.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -199014.328125 Penalty: 2280.070557
	Iteration 9Q: 3 clusters Score -199014.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -199028.546875 Penalty: 2280.070557
	Iteration 10Q: 3 clusters Score -199028.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -199038.593750 Penalty: 2280.070557
	Iteration 11Q: 3 clusters Score -199038.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -199048.328125 Penalty: 2280.070557
	Iteration 12Q: 3 clusters Score -199048.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -199054.609375 Penalty: 2280.070557
	Iteration 13Q: 3 clusters Score -199054.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -199058.234375 Penalty: 2280.070557
	Iteration 14Q: 3 clusters Score -199058.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -199060.843750 Penalty: 2280.070557
	Iteration 15Q: 3 clusters Score -199060.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -199065.375000 Penalty: 2280.070557
	Iteration 16Q: 3 clusters Score -199065.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -199068.875000 Penalty: 2280.070557
	Iteration 17Q: 3 clusters Score -199068.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -199071.937500 Penalty: 2280.070557
	Iteration 18Q: 3 clusters Score -199071.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -199071.937500 Penalty: 2280.070557
	Iteration 19F: 3 clusters Score -199071.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Entering Unmasked Estep 
Score: -319449.625000 Penalty: 1209.445801
	Iteration 0F: 2 clusters Score -319449.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -316763.593750 Penalty: 2418.891602
	Iteration 0F: 3 clusters Score -316763.6 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -317532.468750 Penalty: 2418.891602
	Iteration 1F: 3 clusters Score -317532.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -317750.656250 Penalty: 2418.891602
	Iteration 2F: 3 clusters Score -317750.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -317930.687500 Penalty: 2418.891602
	Iteration 3F: 3 clusters Score -317930.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -318092.750000 Penalty: 2418.891602
	Iteration 4Q: 3 clusters Score -318092.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -318192.781250 Penalty: 2418.891602
	Iteration 5Q: 3 clusters Score -318192.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -318275.687500 Penalty: 2418.891602
	Iteration 6Q: 3 clusters Score -318275.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -318350.843750 Penalty: 2418.891602
	Iteration 7Q: 3 clusters Score -318350.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -318432.156250 Penalty: 2418.891602
	Iteration 8Q: 3 clusters Score -318432.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -318499.312500 Penalty: 2418.891602
	Iteration 9Q: 3 clusters Score -318499.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -318566.968750 Penalty: 2418.891602
	Iteration 10Q: 3 clusters Score -318567 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -318631.531250 Penalty: 2418.891602
	Iteration 11Q: 3 clusters Score -318631.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -318670.593750 Penalty: 2418.891602
	Iteration 12Q: 3 clusters Score -318670.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -318698.593750 Penalty: 2418.891602
	Iteration 13Q: 3 clusters Score -318698.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -318725.875000 Penalty: 2418.891602
	Iteration 14Q: 3 clusters Score -318725.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -318745.562500 Penalty: 2418.891602
	Iteration 15Q: 3 clusters Score -318745.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -318760.593750 Penalty: 2418.891602
	Iteration 16Q: 3 clusters Score -318760.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -318770.500000 Penalty: 2418.891602
	Iteration 17Q: 3 clusters Score -318770.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -318779.937500 Penalty: 2418.891602
	Iteration 18Q: 3 clusters Score -318779.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -318787.156250 Penalty: 2418.891602
	Iteration 19Q: 3 clusters Score -318787.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -318796.781250 Penalty: 2418.891602
	Iteration 20F: 3 clusters Score -318796.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -318807.812500 Penalty: 2418.891602
	Iteration 21Q: 3 clusters Score -318807.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -318816.312500 Penalty: 2418.891602
	Iteration 22Q: 3 clusters Score -318816.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -318824.281250 Penalty: 2418.891602
	Iteration 23Q: 3 clusters Score -318824.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -318830.687500 Penalty: 2418.891602
	Iteration 24Q: 3 clusters Score -318830.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -318838.062500 Penalty: 2418.891602
	Iteration 25Q: 3 clusters Score -318838.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -318842.593750 Penalty: 2418.891602
	Iteration 26Q: 3 clusters Score -318842.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -318844.093750 Penalty: 2418.891602
	Iteration 27Q: 3 clusters Score -318844.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -318847.500000 Penalty: 2418.891602
	Iteration 28Q: 3 clusters Score -318847.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -318849.625000 Penalty: 2418.891602
	Iteration 29Q: 3 clusters Score -318849.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -318850.468750 Penalty: 2418.891602
	Iteration 30Q: 3 clusters Score -318850.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -318852.031250 Penalty: 2418.891602
	Iteration 31Q: 3 clusters Score -318852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -318853.000000 Penalty: 2418.891602
	Iteration 32Q: 3 clusters Score -318853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -318854.687500 Penalty: 2418.891602
	Iteration 33Q: 3 clusters Score -318854.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -318855.906250 Penalty: 2418.891602
	Iteration 34Q: 3 clusters Score -318855.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -318856.656250 Penalty: 2418.891602
	Iteration 35Q: 3 clusters Score -318856.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -318857.875000 Penalty: 2418.891602
	Iteration 36Q: 3 clusters Score -318857.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -318859.781250 Penalty: 2418.891602
	Iteration 37Q: 3 clusters Score -318859.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -318863.468750 Penalty: 2418.891602
	Iteration 38Q: 3 clusters Score -318863.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -318865.687500 Penalty: 2418.891602
	Iteration 39Q: 3 clusters Score -318865.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -318867.375000 Penalty: 2418.891602
	Iteration 40F: 3 clusters Score -318867.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -318870.343750 Penalty: 2418.891602
	Iteration 41Q: 3 clusters Score -318870.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -318871.531250 Penalty: 2418.891602
	Iteration 42Q: 3 clusters Score -318871.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -318872.750000 Penalty: 2418.891602
	Iteration 43Q: 3 clusters Score -318872.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -318872.750000 Penalty: 2418.891602
	Iteration 44F: 3 clusters Score -318872.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (23432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Entering Unmasked Estep 
Score: -2462599.250000 Penalty: 1497.204468
	Iteration 0F: 2 clusters Score -2462599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -2447309.250000 Penalty: 2994.408936
	Iteration 0F: 3 clusters Score -2447309 nChanged 10359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -2452996.000000 Penalty: 2994.408936
	Iteration 1F: 3 clusters Score -2452996 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -2453408.750000 Penalty: 2994.408936
	Iteration 2F: 3 clusters Score -2453409 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -2453710.000000 Penalty: 2994.408936
	Iteration 3Q: 3 clusters Score -2453710 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -2453943.250000 Penalty: 2994.408936
	Iteration 4Q: 3 clusters Score -2453943 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -2454118.500000 Penalty: 2994.408936
	Iteration 5Q: 3 clusters Score -2454118 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -2454286.250000 Penalty: 2994.408936
	Iteration 6Q: 3 clusters Score -2454286 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -2454412.500000 Penalty: 2994.408936
	Iteration 7Q: 3 clusters Score -2454412 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -2454563.750000 Penalty: 2994.408936
	Iteration 8Q: 3 clusters Score -2454564 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -2454685.750000 Penalty: 2994.408936
	Iteration 9Q: 3 clusters Score -2454686 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -2454811.750000 Penalty: 2994.408936
	Iteration 10Q: 3 clusters Score -2454812 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -2454955.000000 Penalty: 2994.408936
	Iteration 11Q: 3 clusters Score -2454955 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -2455106.500000 Penalty: 2994.408936
	Iteration 12Q: 3 clusters Score -2455106 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -2455309.250000 Penalty: 2994.408936
	Iteration 13Q: 3 clusters Score -2455309 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -2455548.500000 Penalty: 2994.408936
	Iteration 14Q: 3 clusters Score -2455548 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -2455860.000000 Penalty: 2994.408936
	Iteration 15Q: 3 clusters Score -2455860 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -2456274.750000 Penalty: 2994.408936
	Iteration 16Q: 3 clusters Score -2456275 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -2456769.750000 Penalty: 2994.408936
	Iteration 17Q: 3 clusters Score -2456770 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -2457331.000000 Penalty: 2994.408936
	Iteration 18Q: 3 clusters Score -2457331 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -2457951.000000 Penalty: 2994.408936
	Iteration 19Q: 3 clusters Score -2457951 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -2458516.500000 Penalty: 2994.408936
	Iteration 20F: 3 clusters Score -2458516 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -2459039.250000 Penalty: 2994.408936
	Iteration 21Q: 3 clusters Score -2459039 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -2459514.250000 Penalty: 2994.408936
	Iteration 22Q: 3 clusters Score -2459514 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -2459940.500000 Penalty: 2994.408936
	Iteration 23Q: 3 clusters Score -2459940 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -2460323.750000 Penalty: 2994.408936
	Iteration 24Q: 3 clusters Score -2460324 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -2460673.500000 Penalty: 2994.408936
	Iteration 25Q: 3 clusters Score -2460674 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -2460924.250000 Penalty: 2994.408936
	Iteration 26Q: 3 clusters Score -2460924 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -2461054.750000 Penalty: 2994.408936
	Iteration 27Q: 3 clusters Score -2461055 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -2461149.750000 Penalty: 2994.408936
	Iteration 28Q: 3 clusters Score -2461150 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -2461208.250000 Penalty: 2994.408936
	Iteration 29Q: 3 clusters Score -2461208 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -2461266.250000 Penalty: 2994.408936
	Iteration 30Q: 3 clusters Score -2461266 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -2461297.750000 Penalty: 2994.408936
	Iteration 31Q: 3 clusters Score -2461298 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 22960 members 
Entering Unmasked Estep 
Score: -2461321.000000 Penalty: 2994.408936
	Iteration 32Q: 3 clusters Score -2461321 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -2461345.500000 Penalty: 2994.408936
	Iteration 33Q: 3 clusters Score -2461346 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -2461357.250000 Penalty: 2994.408936
	Iteration 34Q: 3 clusters Score -2461357 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -2461379.750000 Penalty: 2994.408936
	Iteration 35Q: 3 clusters Score -2461380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 23029 members 
Entering Unmasked Estep 
Score: -2461408.250000 Penalty: 2994.408936
	Iteration 36Q: 3 clusters Score -2461408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -2461420.000000 Penalty: 2994.408936
	Iteration 37Q: 3 clusters Score -2461420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -2461434.500000 Penalty: 2994.408936
	Iteration 38Q: 3 clusters Score -2461434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -2461446.000000 Penalty: 2994.408936
	Iteration 39Q: 3 clusters Score -2461446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -2461452.250000 Penalty: 2994.408936
	Iteration 40F: 3 clusters Score -2461452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -2461469.000000 Penalty: 2994.408936
	Iteration 41Q: 3 clusters Score -2461469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -2461471.250000 Penalty: 2994.408936
	Iteration 42Q: 3 clusters Score -2461471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -2461480.250000 Penalty: 2994.408936
	Iteration 43Q: 3 clusters Score -2461480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -2461487.250000 Penalty: 2994.408936
	Iteration 44Q: 3 clusters Score -2461487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 23076 members 
Entering Unmasked Estep 
Score: -2461491.500000 Penalty: 2994.408936
	Iteration 45Q: 3 clusters Score -2461492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 23077 members 
Entering Unmasked Estep 
Score: -2461490.500000 Penalty: 2994.408936
	Iteration 46Q: 3 clusters Score -2461490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
Score: -2461491.750000 Penalty: 2994.408936
	Iteration 47Q: 3 clusters Score -2461492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
Score: -2461494.250000 Penalty: 2994.408936
	Iteration 48Q: 3 clusters Score -2461494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -2461499.750000 Penalty: 2994.408936
	Iteration 49Q: 3 clusters Score -2461500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -2461499.750000 Penalty: 2994.408936
	Iteration 50Q: 3 clusters Score -2461500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -2461499.750000 Penalty: 2994.408936
	Iteration 51F: 3 clusters Score -2461500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Entering Unmasked Estep 
Score: -290539.156250 Penalty: 1180.868652
	Iteration 0F: 2 clusters Score -290539.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -288171.062500 Penalty: 2361.737305
	Iteration 0F: 3 clusters Score -288171.1 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -288828.031250 Penalty: 2361.737305
	Iteration 1F: 3 clusters Score -288828 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -288984.062500 Penalty: 2361.737305
	Iteration 2F: 3 clusters Score -288984.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -289071.593750 Penalty: 2361.737305
	Iteration 3Q: 3 clusters Score -289071.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -289128.156250 Penalty: 2361.737305
	Iteration 4Q: 3 clusters Score -289128.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -289157.812500 Penalty: 2361.737305
	Iteration 5Q: 3 clusters Score -289157.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -289185.718750 Penalty: 2361.737305
	Iteration 6Q: 3 clusters Score -289185.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -289205.000000 Penalty: 2361.737305
	Iteration 7Q: 3 clusters Score -289205 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -289216.750000 Penalty: 2361.737305
	Iteration 8Q: 3 clusters Score -289216.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -289224.968750 Penalty: 2361.737305
	Iteration 9Q: 3 clusters Score -289225 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -289232.906250 Penalty: 2361.737305
	Iteration 10Q: 3 clusters Score -289232.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -289239.625000 Penalty: 2361.737305
	Iteration 11Q: 3 clusters Score -289239.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -289248.250000 Penalty: 2361.737305
	Iteration 12Q: 3 clusters Score -289248.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -289257.687500 Penalty: 2361.737305
	Iteration 13Q: 3 clusters Score -289257.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -289269.468750 Penalty: 2361.737305
	Iteration 14Q: 3 clusters Score -289269.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -289282.781250 Penalty: 2361.737305
	Iteration 15Q: 3 clusters Score -289282.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -289294.406250 Penalty: 2361.737305
	Iteration 16Q: 3 clusters Score -289294.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -289304.968750 Penalty: 2361.737305
	Iteration 17Q: 3 clusters Score -289305 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -289317.687500 Penalty: 2361.737305
	Iteration 18Q: 3 clusters Score -289317.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -289329.281250 Penalty: 2361.737305
	Iteration 19Q: 3 clusters Score -289329.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -289336.187500 Penalty: 2361.737305
	Iteration 20F: 3 clusters Score -289336.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -289342.500000 Penalty: 2361.737305
	Iteration 21Q: 3 clusters Score -289342.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -289347.250000 Penalty: 2361.737305
	Iteration 22Q: 3 clusters Score -289347.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -289349.687500 Penalty: 2361.737305
	Iteration 23Q: 3 clusters Score -289349.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -289352.062500 Penalty: 2361.737305
	Iteration 24Q: 3 clusters Score -289352.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -289352.343750 Penalty: 2361.737305
	Iteration 25Q: 3 clusters Score -289352.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -289353.093750 Penalty: 2361.737305
	Iteration 26Q: 3 clusters Score -289353.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -289352.781250 Penalty: 2361.737305
	Iteration 27Q: 3 clusters Score -289352.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -289353.531250 Penalty: 2361.737305
	Iteration 28Q: 3 clusters Score -289353.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -289354.031250 Penalty: 2361.737305
	Iteration 29Q: 3 clusters Score -289354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -289354.031250 Penalty: 2361.737305
	Iteration 30F: 3 clusters Score -289354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Entering Unmasked Estep 
Score: -989895.312500 Penalty: 1375.775635
	Iteration 0F: 2 clusters Score -989895.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -982861.875000 Penalty: 2751.551270
	Iteration 0F: 3 clusters Score -982861.9 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -985170.437500 Penalty: 2751.551270
	Iteration 1F: 3 clusters Score -985170.4 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -985529.750000 Penalty: 2751.551270
	Iteration 2F: 3 clusters Score -985529.8 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -985827.062500 Penalty: 2751.551270
	Iteration 3F: 3 clusters Score -985827.1 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -986115.937500 Penalty: 2751.551270
	Iteration 4Q: 3 clusters Score -986115.9 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -986452.187500 Penalty: 2751.551270
	Iteration 5Q: 3 clusters Score -986452.2 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -986841.750000 Penalty: 2751.551270
	Iteration 6Q: 3 clusters Score -986841.8 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -987241.750000 Penalty: 2751.551270
	Iteration 7F: 3 clusters Score -987241.8 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -987608.875000 Penalty: 2751.551270
	Iteration 8F: 3 clusters Score -987608.9 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -987927.500000 Penalty: 2751.551270
	Iteration 9Q: 3 clusters Score -987927.5 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -988200.000000 Penalty: 2751.551270
	Iteration 10Q: 3 clusters Score -988200 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -988428.000000 Penalty: 2751.551270
	Iteration 11Q: 3 clusters Score -988428 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -988598.062500 Penalty: 2751.551270
	Iteration 12Q: 3 clusters Score -988598.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -988709.562500 Penalty: 2751.551270
	Iteration 13Q: 3 clusters Score -988709.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -988792.000000 Penalty: 2751.551270
	Iteration 14Q: 3 clusters Score -988792 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -988853.000000 Penalty: 2751.551270
	Iteration 15Q: 3 clusters Score -988853 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -988887.437500 Penalty: 2751.551270
	Iteration 16Q: 3 clusters Score -988887.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -988909.937500 Penalty: 2751.551270
	Iteration 17Q: 3 clusters Score -988909.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -988937.375000 Penalty: 2751.551270
	Iteration 18Q: 3 clusters Score -988937.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -988949.187500 Penalty: 2751.551270
	Iteration 19Q: 3 clusters Score -988949.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -988966.187500 Penalty: 2751.551270
	Iteration 20F: 3 clusters Score -988966.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -988980.625000 Penalty: 2751.551270
	Iteration 21Q: 3 clusters Score -988980.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -988996.187500 Penalty: 2751.551270
	Iteration 22Q: 3 clusters Score -988996.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -989006.687500 Penalty: 2751.551270
	Iteration 23Q: 3 clusters Score -989006.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -989016.250000 Penalty: 2751.551270
	Iteration 24Q: 3 clusters Score -989016.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -989021.875000 Penalty: 2751.551270
	Iteration 25Q: 3 clusters Score -989021.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -989032.312500 Penalty: 2751.551270
	Iteration 26Q: 3 clusters Score -989032.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -989038.625000 Penalty: 2751.551270
	Iteration 27Q: 3 clusters Score -989038.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -989040.062500 Penalty: 2751.551270
	Iteration 28Q: 3 clusters Score -989040.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -989042.000000 Penalty: 2751.551270
	Iteration 29Q: 3 clusters Score -989042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -989044.875000 Penalty: 2751.551270
	Iteration 30Q: 3 clusters Score -989044.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -989045.250000 Penalty: 2751.551270
	Iteration 31Q: 3 clusters Score -989045.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -989048.937500 Penalty: 2751.551270
	Iteration 32Q: 3 clusters Score -989048.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -989050.375000 Penalty: 2751.551270
	Iteration 33Q: 3 clusters Score -989050.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -989053.000000 Penalty: 2751.551270
	Iteration 34Q: 3 clusters Score -989053 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -989056.625000 Penalty: 2751.551270
	Iteration 35Q: 3 clusters Score -989056.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -989055.375000 Penalty: 2751.551270
	Iteration 36Q: 3 clusters Score -989055.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -989056.125000 Penalty: 2751.551270
	Iteration 37Q: 3 clusters Score -989056.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -989056.187500 Penalty: 2751.551270
	Iteration 38Q: 3 clusters Score -989056.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -989056.187500 Penalty: 2751.551270
	Iteration 39Q: 3 clusters Score -989056.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -989057.437500 Penalty: 2751.551270
	Iteration 40F: 3 clusters Score -989057.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -989058.937500 Penalty: 2751.551270
	Iteration 41Q: 3 clusters Score -989058.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -989058.437500 Penalty: 2751.551270
	Iteration 42Q: 3 clusters Score -989058.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -989058.375000 Penalty: 2751.551270
	Iteration 43Q: 3 clusters Score -989058.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -989057.562500 Penalty: 2751.551270
	Iteration 44Q: 3 clusters Score -989057.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -989060.875000 Penalty: 2751.551270
	Iteration 45Q: 3 clusters Score -989060.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -989060.812500 Penalty: 2751.551270
	Iteration 46Q: 3 clusters Score -989060.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -989059.812500 Penalty: 2751.551270
	Iteration 47Q: 3 clusters Score -989059.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -989060.875000 Penalty: 2751.551270
	Iteration 48Q: 3 clusters Score -989060.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -989059.500000 Penalty: 2751.551270
	Iteration 49Q: 3 clusters Score -989059.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -989061.000000 Penalty: 2751.551270
	Iteration 50Q: 3 clusters Score -989061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -989061.000000 Penalty: 2751.551270
	Iteration 51F: 3 clusters Score -989061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (38577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38577 members 
Entering Unmasked Estep 
Score: -3979711.000000 Penalty: 1571.389282
	Iteration 0F: 2 clusters Score -3979711 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -3954880.250000 Penalty: 3142.778564
	Iteration 0F: 3 clusters Score -3954880 nChanged 17492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -3964548.750000 Penalty: 3142.778564
	Iteration 1F: 3 clusters Score -3964549 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -3965238.500000 Penalty: 3142.778564
	Iteration 2Q: 3 clusters Score -3965238 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -3966012.500000 Penalty: 3142.778564
	Iteration 3Q: 3 clusters Score -3966012 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -3966976.000000 Penalty: 3142.778564
	Iteration 4F: 3 clusters Score -3966976 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -3968173.250000 Penalty: 3142.778564
	Iteration 5F: 3 clusters Score -3968173 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -3969531.750000 Penalty: 3142.778564
	Iteration 6F: 3 clusters Score -3969532 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -3970843.000000 Penalty: 3142.778564
	Iteration 7F: 3 clusters Score -3970843 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -3971929.750000 Penalty: 3142.778564
	Iteration 8F: 3 clusters Score -3971930 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -3972775.000000 Penalty: 3142.778564
	Iteration 9Q: 3 clusters Score -3972775 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -3973376.500000 Penalty: 3142.778564
	Iteration 10Q: 3 clusters Score -3973376 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -3973874.750000 Penalty: 3142.778564
	Iteration 11Q: 3 clusters Score -3973875 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -3974237.500000 Penalty: 3142.778564
	Iteration 12Q: 3 clusters Score -3974238 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -3974508.500000 Penalty: 3142.778564
	Iteration 13Q: 3 clusters Score -3974508 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23782 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -3974734.750000 Penalty: 3142.778564
	Iteration 14Q: 3 clusters Score -3974735 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -3974858.750000 Penalty: 3142.778564
	Iteration 15Q: 3 clusters Score -3974859 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -3974965.750000 Penalty: 3142.778564
	Iteration 16Q: 3 clusters Score -3974966 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -3975043.750000 Penalty: 3142.778564
	Iteration 17Q: 3 clusters Score -3975044 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24719 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -3975085.000000 Penalty: 3142.778564
	Iteration 18Q: 3 clusters Score -3975085 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -3975120.000000 Penalty: 3142.778564
	Iteration 19Q: 3 clusters Score -3975120 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25125 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -3975169.500000 Penalty: 3142.778564
	Iteration 20F: 3 clusters Score -3975170 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25320 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -3975181.000000 Penalty: 3142.778564
	Iteration 21Q: 3 clusters Score -3975181 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25498 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -3975224.250000 Penalty: 3142.778564
	Iteration 22Q: 3 clusters Score -3975224 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25683 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -3975258.500000 Penalty: 3142.778564
	Iteration 23Q: 3 clusters Score -3975258 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25853 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -3975287.000000 Penalty: 3142.778564
	Iteration 24Q: 3 clusters Score -3975287 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26060 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -3975333.500000 Penalty: 3142.778564
	Iteration 25Q: 3 clusters Score -3975334 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26296 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -3975364.000000 Penalty: 3142.778564
	Iteration 26Q: 3 clusters Score -3975364 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -3975424.250000 Penalty: 3142.778564
	Iteration 27Q: 3 clusters Score -3975424 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -3975469.500000 Penalty: 3142.778564
	Iteration 28Q: 3 clusters Score -3975470 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27071 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -3975530 nChanged 297
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27360 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -3975604 nChanged 282
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27636 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -3975640 nChanged 296
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -3975712 nChanged 287
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Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -3975768 nChanged 275
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Mstep: Class 1 contains 28472 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -3975818 nChanged 300
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28764 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -3975896 nChanged 310
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29070 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -3975974 nChanged 333
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29391 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3976073 nChanged 337
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29714 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -3976181 nChanged 358
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30054 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -3976295.750000 Penalty: 3142.778564
	Iteration 39Q: 3 clusters Score -3976296 nChanged 342
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30382 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -3976421.000000 Penalty: 3142.778564
	Iteration 40F: 3 clusters Score -3976421 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30734 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -3976575.000000 Penalty: 3142.778564
	Iteration 41Q: 3 clusters Score -3976575 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31090 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -3976723.000000 Penalty: 3142.778564
	Iteration 42Q: 3 clusters Score -3976723 nChanged 375
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31447 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -3976878.500000 Penalty: 3142.778564
	Iteration 43Q: 3 clusters Score -3976878 nChanged 378
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31805 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -3977020.500000 Penalty: 3142.778564
	Iteration 44Q: 3 clusters Score -3977020 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32132 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -3977151.750000 Penalty: 3142.778564
	Iteration 45Q: 3 clusters Score -3977152 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32452 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -3977256.750000 Penalty: 3142.778564
	Iteration 46Q: 3 clusters Score -3977257 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32734 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3977359 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32991 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -3977415.000000 Penalty: 3142.778564
	Iteration 48Q: 3 clusters Score -3977415 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33211 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3977467 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33408 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -3977530.000000 Penalty: 3142.778564
	Iteration 50Q: 3 clusters Score -3977530 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33608 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -3977588.250000 Penalty: 3142.778564
	Iteration 51Q: 3 clusters Score -3977588 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33812 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -3977650.000000 Penalty: 3142.778564
	Iteration 52Q: 3 clusters Score -3977650 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33989 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -3977715.500000 Penalty: 3142.778564
	Iteration 53Q: 3 clusters Score -3977716 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34162 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -3977751.000000 Penalty: 3142.778564
	Iteration 54Q: 3 clusters Score -3977751 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34324 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -3977814.000000 Penalty: 3142.778564
	Iteration 55Q: 3 clusters Score -3977814 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34457 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -3977829.250000 Penalty: 3142.778564
	Iteration 56Q: 3 clusters Score -3977829 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34582 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -3977866.000000 Penalty: 3142.778564
	Iteration 57Q: 3 clusters Score -3977866 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34708 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -3977892.250000 Penalty: 3142.778564
	Iteration 58Q: 3 clusters Score -3977892 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34819 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -3977932.000000 Penalty: 3142.778564
	Iteration 59Q: 3 clusters Score -3977932 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34912 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -3977953.500000 Penalty: 3142.778564
	Iteration 60F: 3 clusters Score -3977954 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35008 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3977972 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35094 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -3978000.500000 Penalty: 3142.778564
	Iteration 62Q: 3 clusters Score -3978000 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35162 members 
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Entering Unmasked Estep 
Score: -3978018.250000 Penalty: 3142.778564
	Iteration 63Q: 3 clusters Score -3978018 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35227 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3978030 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35285 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -3978058.250000 Penalty: 3142.778564
	Iteration 65Q: 3 clusters Score -3978058 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35337 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -3978058.000000 Penalty: 3142.778564
	Iteration 66Q: 3 clusters Score -3978058 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35390 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -3978068.750000 Penalty: 3142.778564
	Iteration 67Q: 3 clusters Score -3978069 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35440 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -3978100.500000 Penalty: 3142.778564
	Iteration 68Q: 3 clusters Score -3978100 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35501 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -3978121.000000 Penalty: 3142.778564
	Iteration 69Q: 3 clusters Score -3978121 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35554 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -3978128.250000 Penalty: 3142.778564
	Iteration 70Q: 3 clusters Score -3978128 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35612 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -3978141.000000 Penalty: 3142.778564
	Iteration 71Q: 3 clusters Score -3978141 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35667 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -3978148.500000 Penalty: 3142.778564
	Iteration 72Q: 3 clusters Score -3978148 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35718 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -3978155.250000 Penalty: 3142.778564
	Iteration 73Q: 3 clusters Score -3978155 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35766 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -3978169.750000 Penalty: 3142.778564
	Iteration 74Q: 3 clusters Score -3978170 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35823 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -3978194.000000 Penalty: 3142.778564
	Iteration 75Q: 3 clusters Score -3978194 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35891 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -3978205.500000 Penalty: 3142.778564
	Iteration 76Q: 3 clusters Score -3978206 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35954 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -3978237.000000 Penalty: 3142.778564
	Iteration 77Q: 3 clusters Score -3978237 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36023 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -3978271.250000 Penalty: 3142.778564
	Iteration 78Q: 3 clusters Score -3978271 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36085 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -3978294.500000 Penalty: 3142.778564
	Iteration 79Q: 3 clusters Score -3978294 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36141 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -3978307.750000 Penalty: 3142.778564
	Iteration 80F: 3 clusters Score -3978308 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36195 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -3978330.250000 Penalty: 3142.778564
	Iteration 81Q: 3 clusters Score -3978330 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36246 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -3978349.250000 Penalty: 3142.778564
	Iteration 82Q: 3 clusters Score -3978349 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36295 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -3978353.250000 Penalty: 3142.778564
	Iteration 83Q: 3 clusters Score -3978353 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36339 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -3978359.000000 Penalty: 3142.778564
	Iteration 84Q: 3 clusters Score -3978359 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36379 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -3978376.750000 Penalty: 3142.778564
	Iteration 85Q: 3 clusters Score -3978377 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36420 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -3978392.000000 Penalty: 3142.778564
	Iteration 86Q: 3 clusters Score -3978392 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36461 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -3978400.000000 Penalty: 3142.778564
	Iteration 87Q: 3 clusters Score -3978400 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36494 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -3978420.000000 Penalty: 3142.778564
	Iteration 88Q: 3 clusters Score -3978420 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36523 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -3978438.000000 Penalty: 3142.778564
	Iteration 89Q: 3 clusters Score -3978438 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36549 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -3978452.250000 Penalty: 3142.778564
	Iteration 90Q: 3 clusters Score -3978452 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36576 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -3978458.250000 Penalty: 3142.778564
	Iteration 91Q: 3 clusters Score -3978458 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36592 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -3978469.000000 Penalty: 3142.778564
	Iteration 92Q: 3 clusters Score -3978469 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36619 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -3978479.000000 Penalty: 3142.778564
	Iteration 93Q: 3 clusters Score -3978479 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36646 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -3978481.250000 Penalty: 3142.778564
	Iteration 94Q: 3 clusters Score -3978481 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36664 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -3978486.500000 Penalty: 3142.778564
	Iteration 95Q: 3 clusters Score -3978486 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36684 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -3978488.000000 Penalty: 3142.778564
	Iteration 96Q: 3 clusters Score -3978488 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36706 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -3978493.250000 Penalty: 3142.778564
	Iteration 97Q: 3 clusters Score -3978493 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36721 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -3978508.000000 Penalty: 3142.778564
	Iteration 98Q: 3 clusters Score -3978508 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36736 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -3978509.500000 Penalty: 3142.778564
	Iteration 99Q: 3 clusters Score -3978510 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36754 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -3978509.500000 Penalty: 3142.778564
	Iteration 100F: 3 clusters Score -3978510 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36771 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -3978515.750000 Penalty: 3142.778564
	Iteration 101Q: 3 clusters Score -3978516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36784 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -3978521.500000 Penalty: 3142.778564
	Iteration 102Q: 3 clusters Score -3978522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36796 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -3978527.500000 Penalty: 3142.778564
	Iteration 103Q: 3 clusters Score -3978528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36814 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -3978533.250000 Penalty: 3142.778564
	Iteration 104Q: 3 clusters Score -3978533 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36823 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -3978536.750000 Penalty: 3142.778564
	Iteration 105Q: 3 clusters Score -3978537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36830 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -3978532.000000 Penalty: 3142.778564
	Iteration 106Q: 3 clusters Score -3978532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36833 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -3978533.750000 Penalty: 3142.778564
	Iteration 107Q: 3 clusters Score -3978534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36835 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -3978534.500000 Penalty: 3142.778564
	Iteration 108Q: 3 clusters Score -3978534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -3978539.000000 Penalty: 3142.778564
	Iteration 109Q: 3 clusters Score -3978539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36844 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -3978537.500000 Penalty: 3142.778564
	Iteration 110Q: 3 clusters Score -3978538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36848 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -3978539.750000 Penalty: 3142.778564
	Iteration 111Q: 3 clusters Score -3978540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36853 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -3978538.500000 Penalty: 3142.778564
	Iteration 112Q: 3 clusters Score -3978538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36854 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -3978537.750000 Penalty: 3142.778564
	Iteration 113Q: 3 clusters Score -3978538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36854 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -3978537.750000 Penalty: 3142.778564
	Iteration 114F: 3 clusters Score -3978538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (17869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17869 members 
Entering Unmasked Estep 
Score: -1876486.750000 Penalty: 1456.874512
	Iteration 0F: 2 clusters Score -1876487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1864848.875000 Penalty: 2913.749023
	Iteration 0F: 3 clusters Score -1864849 nChanged 7724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1868969.500000 Penalty: 2913.749023
	Iteration 1F: 3 clusters Score -1868970 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1869453.875000 Penalty: 2913.749023
	Iteration 2F: 3 clusters Score -1869454 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1869908.875000 Penalty: 2913.749023
	Iteration 3F: 3 clusters Score -1869909 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -1870435.875000 Penalty: 2913.749023
	Iteration 4F: 3 clusters Score -1870436 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -1871063.625000 Penalty: 2913.749023
	Iteration 5F: 3 clusters Score -1871064 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -1871935.000000 Penalty: 2913.749023
	Iteration 6F: 3 clusters Score -1871935 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -1872798.750000 Penalty: 2913.749023
	Iteration 7F: 3 clusters Score -1872799 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -1873537.625000 Penalty: 2913.749023
	Iteration 8F: 3 clusters Score -1873538 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -1874061.625000 Penalty: 2913.749023
	Iteration 9Q: 3 clusters Score -1874062 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -1874430.000000 Penalty: 2913.749023
	Iteration 10Q: 3 clusters Score -1874430 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -1874660.250000 Penalty: 2913.749023
	Iteration 11Q: 3 clusters Score -1874660 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -1874808.125000 Penalty: 2913.749023
	Iteration 12Q: 3 clusters Score -1874808 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -1874933.375000 Penalty: 2913.749023
	Iteration 13Q: 3 clusters Score -1874933 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -1875034.625000 Penalty: 2913.749023
	Iteration 14Q: 3 clusters Score -1875035 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -1875101.625000 Penalty: 2913.749023
	Iteration 15Q: 3 clusters Score -1875102 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -1875158.250000 Penalty: 2913.749023
	Iteration 16Q: 3 clusters Score -1875158 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -1875198.750000 Penalty: 2913.749023
	Iteration 17Q: 3 clusters Score -1875199 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -1875253.625000 Penalty: 2913.749023
	Iteration 18Q: 3 clusters Score -1875254 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -1875317.375000 Penalty: 2913.749023
	Iteration 19Q: 3 clusters Score -1875317 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -1875363.250000 Penalty: 2913.749023
	Iteration 20F: 3 clusters Score -1875363 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -1875401.500000 Penalty: 2913.749023
	Iteration 21Q: 3 clusters Score -1875402 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -1875416.875000 Penalty: 2913.749023
	Iteration 22Q: 3 clusters Score -1875417 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -1875420.750000 Penalty: 2913.749023
	Iteration 23Q: 3 clusters Score -1875421 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -1875435.250000 Penalty: 2913.749023
	Iteration 24Q: 3 clusters Score -1875435 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -1875450.750000 Penalty: 2913.749023
	Iteration 25Q: 3 clusters Score -1875451 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -1875470.000000 Penalty: 2913.749023
	Iteration 26Q: 3 clusters Score -1875470 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -1875480.875000 Penalty: 2913.749023
	Iteration 27Q: 3 clusters Score -1875481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -1875487.750000 Penalty: 2913.749023
	Iteration 28Q: 3 clusters Score -1875488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -1875496.250000 Penalty: 2913.749023
	Iteration 29Q: 3 clusters Score -1875496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -1875497.625000 Penalty: 2913.749023
	Iteration 30Q: 3 clusters Score -1875498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -1875499.875000 Penalty: 2913.749023
	Iteration 31Q: 3 clusters Score -1875500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -1875499.125000 Penalty: 2913.749023
	Iteration 32Q: 3 clusters Score -1875499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -1875500.875000 Penalty: 2913.749023
	Iteration 33Q: 3 clusters Score -1875501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -1875501.375000 Penalty: 2913.749023
	Iteration 34Q: 3 clusters Score -1875501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -1875501.375000 Penalty: 2913.749023
	Iteration 35F: 3 clusters Score -1875501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Entering Unmasked Estep 
Score: -751276.812500 Penalty: 1327.373779
	Iteration 0F: 2 clusters Score -751276.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -746100.875000 Penalty: 2654.747559
	Iteration 0F: 3 clusters Score -746100.9 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -747761.937500 Penalty: 2654.747559
	Iteration 1F: 3 clusters Score -747761.9 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -748003.187500 Penalty: 2654.747559
	Iteration 2F: 3 clusters Score -748003.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -748193.937500 Penalty: 2654.747559
	Iteration 3Q: 3 clusters Score -748193.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -748354.687500 Penalty: 2654.747559
	Iteration 4Q: 3 clusters Score -748354.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -748480.000000 Penalty: 2654.747559
	Iteration 5Q: 3 clusters Score -748480 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -748584.437500 Penalty: 2654.747559
	Iteration 6Q: 3 clusters Score -748584.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -748668.312500 Penalty: 2654.747559
	Iteration 7Q: 3 clusters Score -748668.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -748745.000000 Penalty: 2654.747559
	Iteration 8Q: 3 clusters Score -748745 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -748798.375000 Penalty: 2654.747559
	Iteration 9Q: 3 clusters Score -748798.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -748857.250000 Penalty: 2654.747559
	Iteration 10Q: 3 clusters Score -748857.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -748910.187500 Penalty: 2654.747559
	Iteration 11Q: 3 clusters Score -748910.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -748960.687500 Penalty: 2654.747559
	Iteration 12Q: 3 clusters Score -748960.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -749008.312500 Penalty: 2654.747559
	Iteration 13Q: 3 clusters Score -749008.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -749054.312500 Penalty: 2654.747559
	Iteration 14Q: 3 clusters Score -749054.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -749107.312500 Penalty: 2654.747559
	Iteration 15Q: 3 clusters Score -749107.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -749160.062500 Penalty: 2654.747559
	Iteration 16Q: 3 clusters Score -749160.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -749222.000000 Penalty: 2654.747559
	Iteration 17Q: 3 clusters Score -749222 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -749271.375000 Penalty: 2654.747559
	Iteration 18Q: 3 clusters Score -749271.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -749330.750000 Penalty: 2654.747559
	Iteration 19Q: 3 clusters Score -749330.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -749388.875000 Penalty: 2654.747559
	Iteration 20F: 3 clusters Score -749388.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -749436.187500 Penalty: 2654.747559
	Iteration 21Q: 3 clusters Score -749436.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -749471.750000 Penalty: 2654.747559
	Iteration 22Q: 3 clusters Score -749471.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -749507.812500 Penalty: 2654.747559
	Iteration 23Q: 3 clusters Score -749507.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -749542.375000 Penalty: 2654.747559
	Iteration 24Q: 3 clusters Score -749542.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -749579.687500 Penalty: 2654.747559
	Iteration 25Q: 3 clusters Score -749579.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -749607.812500 Penalty: 2654.747559
	Iteration 26Q: 3 clusters Score -749607.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -749636.062500 Penalty: 2654.747559
	Iteration 27Q: 3 clusters Score -749636.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -749654.750000 Penalty: 2654.747559
	Iteration 28Q: 3 clusters Score -749654.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -749676.250000 Penalty: 2654.747559
	Iteration 29Q: 3 clusters Score -749676.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -749693.812500 Penalty: 2654.747559
	Iteration 30Q: 3 clusters Score -749693.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -749705.375000 Penalty: 2654.747559
	Iteration 31Q: 3 clusters Score -749705.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -749716.062500 Penalty: 2654.747559
	Iteration 32Q: 3 clusters Score -749716.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -749729.187500 Penalty: 2654.747559
	Iteration 33Q: 3 clusters Score -749729.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -749737.812500 Penalty: 2654.747559
	Iteration 34Q: 3 clusters Score -749737.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -749745.750000 Penalty: 2654.747559
	Iteration 35Q: 3 clusters Score -749745.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -749754.187500 Penalty: 2654.747559
	Iteration 36Q: 3 clusters Score -749754.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -749762.062500 Penalty: 2654.747559
	Iteration 37Q: 3 clusters Score -749762.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -749766.187500 Penalty: 2654.747559
	Iteration 38Q: 3 clusters Score -749766.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -749771.687500 Penalty: 2654.747559
	Iteration 39Q: 3 clusters Score -749771.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -749778.125000 Penalty: 2654.747559
	Iteration 40F: 3 clusters Score -749778.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -749784.750000 Penalty: 2654.747559
	Iteration 41Q: 3 clusters Score -749784.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -749795.187500 Penalty: 2654.747559
	Iteration 42Q: 3 clusters Score -749795.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -749804.875000 Penalty: 2654.747559
	Iteration 43Q: 3 clusters Score -749804.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -749818.312500 Penalty: 2654.747559
	Iteration 44Q: 3 clusters Score -749818.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -749829.875000 Penalty: 2654.747559
	Iteration 45Q: 3 clusters Score -749829.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -749839.000000 Penalty: 2654.747559
	Iteration 46Q: 3 clusters Score -749839 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -749848.562500 Penalty: 2654.747559
	Iteration 47Q: 3 clusters Score -749848.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -749858.062500 Penalty: 2654.747559
	Iteration 48Q: 3 clusters Score -749858.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -749869.937500 Penalty: 2654.747559
	Iteration 49Q: 3 clusters Score -749869.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -749884.937500 Penalty: 2654.747559
	Iteration 50Q: 3 clusters Score -749884.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -749896.875000 Penalty: 2654.747559
	Iteration 51Q: 3 clusters Score -749896.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -749905.000000 Penalty: 2654.747559
	Iteration 52Q: 3 clusters Score -749905 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -749917.500000 Penalty: 2654.747559
	Iteration 53Q: 3 clusters Score -749917.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -749926.750000 Penalty: 2654.747559
	Iteration 54Q: 3 clusters Score -749926.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -749937.625000 Penalty: 2654.747559
	Iteration 55Q: 3 clusters Score -749937.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -749949.875000 Penalty: 2654.747559
	Iteration 56Q: 3 clusters Score -749949.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -749960.750000 Penalty: 2654.747559
	Iteration 57Q: 3 clusters Score -749960.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -749970.437500 Penalty: 2654.747559
	Iteration 58Q: 3 clusters Score -749970.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -749987.687500 Penalty: 2654.747559
	Iteration 59Q: 3 clusters Score -749987.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -750005.437500 Penalty: 2654.747559
	Iteration 60F: 3 clusters Score -750005.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -750025.062500 Penalty: 2654.747559
	Iteration 61Q: 3 clusters Score -750025.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -750043.937500 Penalty: 2654.747559
	Iteration 62Q: 3 clusters Score -750043.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -750057.812500 Penalty: 2654.747559
	Iteration 63Q: 3 clusters Score -750057.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -750069.375000 Penalty: 2654.747559
	Iteration 64Q: 3 clusters Score -750069.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -750082.062500 Penalty: 2654.747559
	Iteration 65Q: 3 clusters Score -750082.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -750087.937500 Penalty: 2654.747559
	Iteration 66Q: 3 clusters Score -750087.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -750100.000000 Penalty: 2654.747559
	Iteration 67Q: 3 clusters Score -750100 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -750106.750000 Penalty: 2654.747559
	Iteration 68Q: 3 clusters Score -750106.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -750114.687500 Penalty: 2654.747559
	Iteration 69Q: 3 clusters Score -750114.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -750121.250000 Penalty: 2654.747559
	Iteration 70Q: 3 clusters Score -750121.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -750130.000000 Penalty: 2654.747559
	Iteration 71Q: 3 clusters Score -750130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -750140.812500 Penalty: 2654.747559
	Iteration 72Q: 3 clusters Score -750140.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -750147.625000 Penalty: 2654.747559
	Iteration 73Q: 3 clusters Score -750147.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -750151.562500 Penalty: 2654.747559
	Iteration 74Q: 3 clusters Score -750151.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -750156.500000 Penalty: 2654.747559
	Iteration 75Q: 3 clusters Score -750156.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -750161.500000 Penalty: 2654.747559
	Iteration 76Q: 3 clusters Score -750161.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -750162.875000 Penalty: 2654.747559
	Iteration 77Q: 3 clusters Score -750162.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -750170.562500 Penalty: 2654.747559
	Iteration 78Q: 3 clusters Score -750170.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -750177.500000 Penalty: 2654.747559
	Iteration 79Q: 3 clusters Score -750177.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -750181.000000 Penalty: 2654.747559
	Iteration 80F: 3 clusters Score -750181 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -750184.562500 Penalty: 2654.747559
	Iteration 81Q: 3 clusters Score -750184.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -750190.875000 Penalty: 2654.747559
	Iteration 82Q: 3 clusters Score -750190.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -750195.750000 Penalty: 2654.747559
	Iteration 83Q: 3 clusters Score -750195.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -750197.187500 Penalty: 2654.747559
	Iteration 84Q: 3 clusters Score -750197.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -750200.500000 Penalty: 2654.747559
	Iteration 85Q: 3 clusters Score -750200.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -750202.125000 Penalty: 2654.747559
	Iteration 86Q: 3 clusters Score -750202.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -750205.937500 Penalty: 2654.747559
	Iteration 87Q: 3 clusters Score -750205.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -750209.687500 Penalty: 2654.747559
	Iteration 88Q: 3 clusters Score -750209.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -750214.812500 Penalty: 2654.747559
	Iteration 89Q: 3 clusters Score -750214.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -750220.375000 Penalty: 2654.747559
	Iteration 90Q: 3 clusters Score -750220.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -750225.312500 Penalty: 2654.747559
	Iteration 91Q: 3 clusters Score -750225.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -750232.062500 Penalty: 2654.747559
	Iteration 92Q: 3 clusters Score -750232.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -750237.250000 Penalty: 2654.747559
	Iteration 93Q: 3 clusters Score -750237.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -750243.812500 Penalty: 2654.747559
	Iteration 94Q: 3 clusters Score -750243.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -750248.437500 Penalty: 2654.747559
	Iteration 95Q: 3 clusters Score -750248.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -750250.062500 Penalty: 2654.747559
	Iteration 96Q: 3 clusters Score -750250.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -750250.875000 Penalty: 2654.747559
	Iteration 97Q: 3 clusters Score -750250.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -750252.750000 Penalty: 2654.747559
	Iteration 98Q: 3 clusters Score -750252.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -750252.875000 Penalty: 2654.747559
	Iteration 99Q: 3 clusters Score -750252.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -750252.687500 Penalty: 2654.747559
	Iteration 100F: 3 clusters Score -750252.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -750253.187500 Penalty: 2654.747559
	Iteration 101Q: 3 clusters Score -750253.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -750254.250000 Penalty: 2654.747559
	Iteration 102Q: 3 clusters Score -750254.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -750255.875000 Penalty: 2654.747559
	Iteration 103Q: 3 clusters Score -750255.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -750256.250000 Penalty: 2654.747559
	Iteration 104Q: 3 clusters Score -750256.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -750256.187500 Penalty: 2654.747559
	Iteration 105Q: 3 clusters Score -750256.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -750257.625000 Penalty: 2654.747559
	Iteration 106Q: 3 clusters Score -750257.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -750259.187500 Penalty: 2654.747559
	Iteration 107Q: 3 clusters Score -750259.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -750260.937500 Penalty: 2654.747559
	Iteration 108Q: 3 clusters Score -750260.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -750263.375000 Penalty: 2654.747559
	Iteration 109Q: 3 clusters Score -750263.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -750266.875000 Penalty: 2654.747559
	Iteration 110Q: 3 clusters Score -750266.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -750267.000000 Penalty: 2654.747559
	Iteration 111Q: 3 clusters Score -750267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -750269.062500 Penalty: 2654.747559
	Iteration 112Q: 3 clusters Score -750269.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -750272.750000 Penalty: 2654.747559
	Iteration 113Q: 3 clusters Score -750272.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -750275.812500 Penalty: 2654.747559
	Iteration 114Q: 3 clusters Score -750275.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -750279.625000 Penalty: 2654.747559
	Iteration 115Q: 3 clusters Score -750279.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -750289.062500 Penalty: 2654.747559
	Iteration 116Q: 3 clusters Score -750289.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -750296.312500 Penalty: 2654.747559
	Iteration 117Q: 3 clusters Score -750296.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -750302.375000 Penalty: 2654.747559
	Iteration 118Q: 3 clusters Score -750302.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -750308.437500 Penalty: 2654.747559
	Iteration 119Q: 3 clusters Score -750308.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -750312.750000 Penalty: 2654.747559
	Iteration 120F: 3 clusters Score -750312.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -750318.875000 Penalty: 2654.747559
	Iteration 121Q: 3 clusters Score -750318.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -750324.500000 Penalty: 2654.747559
	Iteration 122Q: 3 clusters Score -750324.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -750325.500000 Penalty: 2654.747559
	Iteration 123Q: 3 clusters Score -750325.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -750330.375000 Penalty: 2654.747559
	Iteration 124Q: 3 clusters Score -750330.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -750331.000000 Penalty: 2654.747559
	Iteration 125Q: 3 clusters Score -750331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -750332.125000 Penalty: 2654.747559
	Iteration 126Q: 3 clusters Score -750332.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -750334.125000 Penalty: 2654.747559
	Iteration 127Q: 3 clusters Score -750334.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -750335.062500 Penalty: 2654.747559
	Iteration 128Q: 3 clusters Score -750335.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -750338.812500 Penalty: 2654.747559
	Iteration 129Q: 3 clusters Score -750338.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -750340.125000 Penalty: 2654.747559
	Iteration 130Q: 3 clusters Score -750340.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -750343.375000 Penalty: 2654.747559
	Iteration 131Q: 3 clusters Score -750343.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -750344.062500 Penalty: 2654.747559
	Iteration 132Q: 3 clusters Score -750344.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -750345.312500 Penalty: 2654.747559
	Iteration 133Q: 3 clusters Score -750345.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -750347.625000 Penalty: 2654.747559
	Iteration 134Q: 3 clusters Score -750347.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -750347.500000 Penalty: 2654.747559
	Iteration 135Q: 3 clusters Score -750347.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -750348.812500 Penalty: 2654.747559
	Iteration 136Q: 3 clusters Score -750348.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -750350.000000 Penalty: 2654.747559
	Iteration 137Q: 3 clusters Score -750350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -750351.187500 Penalty: 2654.747559
	Iteration 138Q: 3 clusters Score -750351.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -750351.187500 Penalty: 2654.747559
	Iteration 139F: 3 clusters Score -750351.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (20359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Entering Unmasked Estep 
Score: -2061517.875000 Penalty: 1476.286255
	Iteration 0F: 2 clusters Score -2061518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -2048240.375000 Penalty: 2952.572510
	Iteration 0F: 3 clusters Score -2048240 nChanged 8964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -2053212.500000 Penalty: 2952.572510
	Iteration 1F: 3 clusters Score -2053212 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -2053626.750000 Penalty: 2952.572510
	Iteration 2F: 3 clusters Score -2053627 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -2053994.375000 Penalty: 2952.572510
	Iteration 3Q: 3 clusters Score -2053994 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -2054359.375000 Penalty: 2952.572510
	Iteration 4Q: 3 clusters Score -2054359 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -2054757.250000 Penalty: 2952.572510
	Iteration 5Q: 3 clusters Score -2054757 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -2055232.500000 Penalty: 2952.572510
	Iteration 6Q: 3 clusters Score -2055232 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -2055781.625000 Penalty: 2952.572510
	Iteration 7Q: 3 clusters Score -2055782 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -2056409.000000 Penalty: 2952.572510
	Iteration 8Q: 3 clusters Score -2056409 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -2057104.250000 Penalty: 2952.572510
	Iteration 9Q: 3 clusters Score -2057104 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -2057856.875000 Penalty: 2952.572510
	Iteration 10Q: 3 clusters Score -2057857 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -2058417.875000 Penalty: 2952.572510
	Iteration 11Q: 3 clusters Score -2058418 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -2058865.500000 Penalty: 2952.572510
	Iteration 12Q: 3 clusters Score -2058866 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -2059198.125000 Penalty: 2952.572510
	Iteration 13Q: 3 clusters Score -2059198 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -2059447.000000 Penalty: 2952.572510
	Iteration 14Q: 3 clusters Score -2059447 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -2059619.750000 Penalty: 2952.572510
	Iteration 15Q: 3 clusters Score -2059620 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2059760.875000 Penalty: 2952.572510
	Iteration 16Q: 3 clusters Score -2059761 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -2059867.875000 Penalty: 2952.572510
	Iteration 17Q: 3 clusters Score -2059868 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2059951.000000 Penalty: 2952.572510
	Iteration 18Q: 3 clusters Score -2059951 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2060029.625000 Penalty: 2952.572510
	Iteration 19Q: 3 clusters Score -2060030 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2060092.000000 Penalty: 2952.572510
	Iteration 20F: 3 clusters Score -2060092 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2060155.750000 Penalty: 2952.572510
	Iteration 21Q: 3 clusters Score -2060156 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -2060198.000000 Penalty: 2952.572510
	Iteration 22Q: 3 clusters Score -2060198 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2060221.750000 Penalty: 2952.572510
	Iteration 23Q: 3 clusters Score -2060222 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2060257.125000 Penalty: 2952.572510
	Iteration 24Q: 3 clusters Score -2060257 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2060284.875000 Penalty: 2952.572510
	Iteration 25Q: 3 clusters Score -2060285 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2060301.750000 Penalty: 2952.572510
	Iteration 26Q: 3 clusters Score -2060302 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2060318.625000 Penalty: 2952.572510
	Iteration 27Q: 3 clusters Score -2060319 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2060334.250000 Penalty: 2952.572510
	Iteration 28Q: 3 clusters Score -2060334 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2060351.375000 Penalty: 2952.572510
	Iteration 29Q: 3 clusters Score -2060351 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2060364.000000 Penalty: 2952.572510
	Iteration 30Q: 3 clusters Score -2060364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2060372.000000 Penalty: 2952.572510
	Iteration 31Q: 3 clusters Score -2060372 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2060382.750000 Penalty: 2952.572510
	Iteration 32Q: 3 clusters Score -2060383 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2060386.000000 Penalty: 2952.572510
	Iteration 33Q: 3 clusters Score -2060386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2060385.875000 Penalty: 2952.572510
	Iteration 34Q: 3 clusters Score -2060386 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2060398.375000 Penalty: 2952.572510
	Iteration 35Q: 3 clusters Score -2060398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2060406.750000 Penalty: 2952.572510
	Iteration 36Q: 3 clusters Score -2060407 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2060414.750000 Penalty: 2952.572510
	Iteration 37Q: 3 clusters Score -2060415 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2060424.250000 Penalty: 2952.572510
	Iteration 38Q: 3 clusters Score -2060424 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2060432.875000 Penalty: 2952.572510
	Iteration 39Q: 3 clusters Score -2060433 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2060435.875000 Penalty: 2952.572510
	Iteration 40F: 3 clusters Score -2060436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19471 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2060438.250000 Penalty: 2952.572510
	Iteration 41Q: 3 clusters Score -2060438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2060442.250000 Penalty: 2952.572510
	Iteration 42Q: 3 clusters Score -2060442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2060450.250000 Penalty: 2952.572510
	Iteration 43Q: 3 clusters Score -2060450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2060452.375000 Penalty: 2952.572510
	Iteration 44Q: 3 clusters Score -2060452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2060450.250000 Penalty: 2952.572510
	Iteration 45Q: 3 clusters Score -2060450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2060452.750000 Penalty: 2952.572510
	Iteration 46Q: 3 clusters Score -2060453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2060453.125000 Penalty: 2952.572510
	Iteration 47Q: 3 clusters Score -2060453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2060460.000000 Penalty: 2952.572510
	Iteration 48Q: 3 clusters Score -2060460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2060462.750000 Penalty: 2952.572510
	Iteration 49Q: 3 clusters Score -2060463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2060463.250000 Penalty: 2952.572510
	Iteration 50Q: 3 clusters Score -2060463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2060463.250000 Penalty: 2952.572510
	Iteration 51F: 3 clusters Score -2060463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Entering Unmasked Estep 
Score: -888717.312500 Penalty: 1351.257080
	Iteration 0F: 2 clusters Score -888717.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -882686.562500 Penalty: 2702.514160
	Iteration 0F: 3 clusters Score -882686.6 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -884662.875000 Penalty: 2702.514160
	Iteration 1F: 3 clusters Score -884662.9 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -884933.062500 Penalty: 2702.514160
	Iteration 2F: 3 clusters Score -884933.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -885115.312500 Penalty: 2702.514160
	Iteration 3Q: 3 clusters Score -885115.3 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -885264.187500 Penalty: 2702.514160
	Iteration 4Q: 3 clusters Score -885264.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -885396.062500 Penalty: 2702.514160
	Iteration 5Q: 3 clusters Score -885396.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -885518.125000 Penalty: 2702.514160
	Iteration 6Q: 3 clusters Score -885518.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -885622.687500 Penalty: 2702.514160
	Iteration 7Q: 3 clusters Score -885622.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -885739.062500 Penalty: 2702.514160
	Iteration 8Q: 3 clusters Score -885739.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -885866.062500 Penalty: 2702.514160
	Iteration 9Q: 3 clusters Score -885866.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -885983.687500 Penalty: 2702.514160
	Iteration 10Q: 3 clusters Score -885983.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -886100.000000 Penalty: 2702.514160
	Iteration 11Q: 3 clusters Score -886100 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -886225.125000 Penalty: 2702.514160
	Iteration 12Q: 3 clusters Score -886225.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -886361.937500 Penalty: 2702.514160
	Iteration 13Q: 3 clusters Score -886361.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -886517.937500 Penalty: 2702.514160
	Iteration 14Q: 3 clusters Score -886517.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -886674.062500 Penalty: 2702.514160
	Iteration 15Q: 3 clusters Score -886674.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -886830.375000 Penalty: 2702.514160
	Iteration 16Q: 3 clusters Score -886830.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -886978.750000 Penalty: 2702.514160
	Iteration 17Q: 3 clusters Score -886978.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -887087.562500 Penalty: 2702.514160
	Iteration 18Q: 3 clusters Score -887087.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -887174.937500 Penalty: 2702.514160
	Iteration 19Q: 3 clusters Score -887174.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -887260.062500 Penalty: 2702.514160
	Iteration 20F: 3 clusters Score -887260.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -887343.250000 Penalty: 2702.514160
	Iteration 21Q: 3 clusters Score -887343.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -887404.687500 Penalty: 2702.514160
	Iteration 22Q: 3 clusters Score -887404.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -887440.937500 Penalty: 2702.514160
	Iteration 23Q: 3 clusters Score -887440.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -887465.250000 Penalty: 2702.514160
	Iteration 24Q: 3 clusters Score -887465.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -887488.187500 Penalty: 2702.514160
	Iteration 25Q: 3 clusters Score -887488.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -887506.500000 Penalty: 2702.514160
	Iteration 26Q: 3 clusters Score -887506.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -887515.562500 Penalty: 2702.514160
	Iteration 27Q: 3 clusters Score -887515.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -887525.000000 Penalty: 2702.514160
	Iteration 28Q: 3 clusters Score -887525 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -887535.437500 Penalty: 2702.514160
	Iteration 29Q: 3 clusters Score -887535.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -887541.437500 Penalty: 2702.514160
	Iteration 30Q: 3 clusters Score -887541.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -887552.687500 Penalty: 2702.514160
	Iteration 31Q: 3 clusters Score -887552.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -887556.625000 Penalty: 2702.514160
	Iteration 32Q: 3 clusters Score -887556.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -887564.250000 Penalty: 2702.514160
	Iteration 33Q: 3 clusters Score -887564.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -887568.375000 Penalty: 2702.514160
	Iteration 34Q: 3 clusters Score -887568.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -887572.062500 Penalty: 2702.514160
	Iteration 35Q: 3 clusters Score -887572.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -887573.375000 Penalty: 2702.514160
	Iteration 36Q: 3 clusters Score -887573.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -887574.125000 Penalty: 2702.514160
	Iteration 37Q: 3 clusters Score -887574.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -887577.875000 Penalty: 2702.514160
	Iteration 38Q: 3 clusters Score -887577.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -887579.750000 Penalty: 2702.514160
	Iteration 39Q: 3 clusters Score -887579.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -887582.125000 Penalty: 2702.514160
	Iteration 40F: 3 clusters Score -887582.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -887585.187500 Penalty: 2702.514160
	Iteration 41Q: 3 clusters Score -887585.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -887588.937500 Penalty: 2702.514160
	Iteration 42Q: 3 clusters Score -887588.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -887590.750000 Penalty: 2702.514160
	Iteration 43Q: 3 clusters Score -887590.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -887590.312500 Penalty: 2702.514160
	Iteration 44Q: 3 clusters Score -887590.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -887593.250000 Penalty: 2702.514160
	Iteration 45Q: 3 clusters Score -887593.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -887595.187500 Penalty: 2702.514160
	Iteration 46Q: 3 clusters Score -887595.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -887596.312500 Penalty: 2702.514160
	Iteration 47Q: 3 clusters Score -887596.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -887599.187500 Penalty: 2702.514160
	Iteration 48Q: 3 clusters Score -887599.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -887599.375000 Penalty: 2702.514160
	Iteration 49Q: 3 clusters Score -887599.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -887599.312500 Penalty: 2702.514160
	Iteration 50Q: 3 clusters Score -887599.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -887602.562500 Penalty: 2702.514160
	Iteration 51Q: 3 clusters Score -887602.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -887611.062500 Penalty: 2702.514160
	Iteration 52Q: 3 clusters Score -887611.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -887619.312500 Penalty: 2702.514160
	Iteration 53Q: 3 clusters Score -887619.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -887626.562500 Penalty: 2702.514160
	Iteration 54Q: 3 clusters Score -887626.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -887631.937500 Penalty: 2702.514160
	Iteration 55Q: 3 clusters Score -887631.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -887638.875000 Penalty: 2702.514160
	Iteration 56Q: 3 clusters Score -887638.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -887644.625000 Penalty: 2702.514160
	Iteration 57Q: 3 clusters Score -887644.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -887649.500000 Penalty: 2702.514160
	Iteration 58Q: 3 clusters Score -887649.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -887653.875000 Penalty: 2702.514160
	Iteration 59Q: 3 clusters Score -887653.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -887655.687500 Penalty: 2702.514160
	Iteration 60F: 3 clusters Score -887655.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -887659.125000 Penalty: 2702.514160
	Iteration 61Q: 3 clusters Score -887659.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -887664.875000 Penalty: 2702.514160
	Iteration 62Q: 3 clusters Score -887664.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -887670.000000 Penalty: 2702.514160
	Iteration 63Q: 3 clusters Score -887670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -887676.750000 Penalty: 2702.514160
	Iteration 64Q: 3 clusters Score -887676.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -887683.375000 Penalty: 2702.514160
	Iteration 65Q: 3 clusters Score -887683.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -887686.750000 Penalty: 2702.514160
	Iteration 66Q: 3 clusters Score -887686.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -887691.812500 Penalty: 2702.514160
	Iteration 67Q: 3 clusters Score -887691.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -887695.437500 Penalty: 2702.514160
	Iteration 68Q: 3 clusters Score -887695.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -887702.562500 Penalty: 2702.514160
	Iteration 69Q: 3 clusters Score -887702.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -887704.875000 Penalty: 2702.514160
	Iteration 70Q: 3 clusters Score -887704.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -887708.937500 Penalty: 2702.514160
	Iteration 71Q: 3 clusters Score -887708.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -887711.187500 Penalty: 2702.514160
	Iteration 72Q: 3 clusters Score -887711.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -887714.000000 Penalty: 2702.514160
	Iteration 73Q: 3 clusters Score -887714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -887714.562500 Penalty: 2702.514160
	Iteration 74Q: 3 clusters Score -887714.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -887714.562500 Penalty: 2702.514160
	Iteration 75F: 3 clusters Score -887714.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (19387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Entering Unmasked Estep 
Score: -1851652.625000 Penalty: 1469.006958
	Iteration 0F: 2 clusters Score -1851653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1839047.500000 Penalty: 2938.013916
	Iteration 0F: 3 clusters Score -1839048 nChanged 8395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1843645.375000 Penalty: 2938.013916
	Iteration 1F: 3 clusters Score -1843645 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1844119.500000 Penalty: 2938.013916
	Iteration 2F: 3 clusters Score -1844120 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1844484.750000 Penalty: 2938.013916
	Iteration 3Q: 3 clusters Score -1844485 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1844797.750000 Penalty: 2938.013916
	Iteration 4Q: 3 clusters Score -1844798 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1845088.625000 Penalty: 2938.013916
	Iteration 5Q: 3 clusters Score -1845089 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1845366.250000 Penalty: 2938.013916
	Iteration 6Q: 3 clusters Score -1845366 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1845644.625000 Penalty: 2938.013916
	Iteration 7Q: 3 clusters Score -1845645 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1845948.125000 Penalty: 2938.013916
	Iteration 8Q: 3 clusters Score -1845948 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1846323.250000 Penalty: 2938.013916
	Iteration 9Q: 3 clusters Score -1846323 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1846776.250000 Penalty: 2938.013916
	Iteration 10Q: 3 clusters Score -1846776 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1847209.000000 Penalty: 2938.013916
	Iteration 11Q: 3 clusters Score -1847209 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1847647.500000 Penalty: 2938.013916
	Iteration 12Q: 3 clusters Score -1847648 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1847990.250000 Penalty: 2938.013916
	Iteration 13Q: 3 clusters Score -1847990 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1848227.625000 Penalty: 2938.013916
	Iteration 14Q: 3 clusters Score -1848228 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1848370.875000 Penalty: 2938.013916
	Iteration 15Q: 3 clusters Score -1848371 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1848463.250000 Penalty: 2938.013916
	Iteration 16Q: 3 clusters Score -1848463 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1848543.625000 Penalty: 2938.013916
	Iteration 17Q: 3 clusters Score -1848544 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1848612.250000 Penalty: 2938.013916
	Iteration 18Q: 3 clusters Score -1848612 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1848683.500000 Penalty: 2938.013916
	Iteration 19Q: 3 clusters Score -1848684 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1848740.500000 Penalty: 2938.013916
	Iteration 20F: 3 clusters Score -1848740 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1848795.375000 Penalty: 2938.013916
	Iteration 21Q: 3 clusters Score -1848795 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1848844.375000 Penalty: 2938.013916
	Iteration 22Q: 3 clusters Score -1848844 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1848902.500000 Penalty: 2938.013916
	Iteration 23Q: 3 clusters Score -1848902 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1848952.000000 Penalty: 2938.013916
	Iteration 24Q: 3 clusters Score -1848952 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1849017.125000 Penalty: 2938.013916
	Iteration 25Q: 3 clusters Score -1849017 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1849082.375000 Penalty: 2938.013916
	Iteration 26Q: 3 clusters Score -1849082 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1849150.250000 Penalty: 2938.013916
	Iteration 27Q: 3 clusters Score -1849150 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1849212.625000 Penalty: 2938.013916
	Iteration 28Q: 3 clusters Score -1849213 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1849269.875000 Penalty: 2938.013916
	Iteration 29Q: 3 clusters Score -1849270 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1849324.500000 Penalty: 2938.013916
	Iteration 30Q: 3 clusters Score -1849324 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1849384.000000 Penalty: 2938.013916
	Iteration 31Q: 3 clusters Score -1849384 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1849464.625000 Penalty: 2938.013916
	Iteration 32Q: 3 clusters Score -1849465 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1849534.500000 Penalty: 2938.013916
	Iteration 33Q: 3 clusters Score -1849534 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1849610.750000 Penalty: 2938.013916
	Iteration 34Q: 3 clusters Score -1849611 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1849694.000000 Penalty: 2938.013916
	Iteration 35Q: 3 clusters Score -1849694 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1849781.250000 Penalty: 2938.013916
	Iteration 36Q: 3 clusters Score -1849781 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1849869.875000 Penalty: 2938.013916
	Iteration 37Q: 3 clusters Score -1849870 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1849938.500000 Penalty: 2938.013916
	Iteration 38Q: 3 clusters Score -1849938 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1850000.000000 Penalty: 2938.013916
	Iteration 39Q: 3 clusters Score -1850000 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1850069.875000 Penalty: 2938.013916
	Iteration 40F: 3 clusters Score -1850070 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1850119.625000 Penalty: 2938.013916
	Iteration 41Q: 3 clusters Score -1850120 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1850182.750000 Penalty: 2938.013916
	Iteration 42Q: 3 clusters Score -1850183 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1850236.875000 Penalty: 2938.013916
	Iteration 43Q: 3 clusters Score -1850237 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1850282.625000 Penalty: 2938.013916
	Iteration 44Q: 3 clusters Score -1850283 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1850331.500000 Penalty: 2938.013916
	Iteration 45Q: 3 clusters Score -1850332 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1850380.875000 Penalty: 2938.013916
	Iteration 46Q: 3 clusters Score -1850381 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1850440.875000 Penalty: 2938.013916
	Iteration 47Q: 3 clusters Score -1850441 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1850491.375000 Penalty: 2938.013916
	Iteration 48Q: 3 clusters Score -1850491 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1850525.000000 Penalty: 2938.013916
	Iteration 49Q: 3 clusters Score -1850525 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1850551.000000 Penalty: 2938.013916
	Iteration 50Q: 3 clusters Score -1850551 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1850580.375000 Penalty: 2938.013916
	Iteration 51Q: 3 clusters Score -1850580 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1850605.250000 Penalty: 2938.013916
	Iteration 52Q: 3 clusters Score -1850605 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1850626.000000 Penalty: 2938.013916
	Iteration 53Q: 3 clusters Score -1850626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1850637.125000 Penalty: 2938.013916
	Iteration 54Q: 3 clusters Score -1850637 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1850647.750000 Penalty: 2938.013916
	Iteration 55Q: 3 clusters Score -1850648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1850661.875000 Penalty: 2938.013916
	Iteration 56Q: 3 clusters Score -1850662 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1850676.375000 Penalty: 2938.013916
	Iteration 57Q: 3 clusters Score -1850676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1850681.875000 Penalty: 2938.013916
	Iteration 58Q: 3 clusters Score -1850682 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1850700.375000 Penalty: 2938.013916
	Iteration 59Q: 3 clusters Score -1850700 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1850708.125000 Penalty: 2938.013916
	Iteration 60F: 3 clusters Score -1850708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1850718.125000 Penalty: 2938.013916
	Iteration 61Q: 3 clusters Score -1850718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1850727.000000 Penalty: 2938.013916
	Iteration 62Q: 3 clusters Score -1850727 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1850732.875000 Penalty: 2938.013916
	Iteration 63Q: 3 clusters Score -1850733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1850739.375000 Penalty: 2938.013916
	Iteration 64Q: 3 clusters Score -1850739 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1850747.125000 Penalty: 2938.013916
	Iteration 65Q: 3 clusters Score -1850747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1850755.750000 Penalty: 2938.013916
	Iteration 66Q: 3 clusters Score -1850756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1850759.000000 Penalty: 2938.013916
	Iteration 67Q: 3 clusters Score -1850759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1850763.375000 Penalty: 2938.013916
	Iteration 68Q: 3 clusters Score -1850763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1850766.000000 Penalty: 2938.013916
	Iteration 69Q: 3 clusters Score -1850766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1850770.250000 Penalty: 2938.013916
	Iteration 70Q: 3 clusters Score -1850770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1850773.250000 Penalty: 2938.013916
	Iteration 71Q: 3 clusters Score -1850773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1850774.750000 Penalty: 2938.013916
	Iteration 72Q: 3 clusters Score -1850775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1850772.875000 Penalty: 2938.013916
	Iteration 73Q: 3 clusters Score -1850773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1850777.250000 Penalty: 2938.013916
	Iteration 74Q: 3 clusters Score -1850777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1850778.375000 Penalty: 2938.013916
	Iteration 75Q: 3 clusters Score -1850778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1850778.375000 Penalty: 2938.013916
	Iteration 76F: 3 clusters Score -1850778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Entering Unmasked Estep 
Score: -61940.167969 Penalty: 979.405334
	Iteration 0F: 2 clusters Score -61940.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -60894.496094 Penalty: 1958.810669
	Iteration 0F: 3 clusters Score -60894.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -61174.937500 Penalty: 1958.810669
	Iteration 1F: 3 clusters Score -61174.94 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -61284.292969 Penalty: 1958.810669
	Iteration 2F: 3 clusters Score -61284.29 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -61347.597656 Penalty: 1958.810669
	Iteration 3Q: 3 clusters Score -61347.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -61376.296875 Penalty: 1958.810669
	Iteration 4Q: 3 clusters Score -61376.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -61405.355469 Penalty: 1958.810669
	Iteration 5Q: 3 clusters Score -61405.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -61422.621094 Penalty: 1958.810669
	Iteration 6Q: 3 clusters Score -61422.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -61437.710938 Penalty: 1958.810669
	Iteration 7Q: 3 clusters Score -61437.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -61455.304688 Penalty: 1958.810669
	Iteration 8Q: 3 clusters Score -61455.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -61461.320312 Penalty: 1958.810669
	Iteration 9Q: 3 clusters Score -61461.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -61462.484375 Penalty: 1958.810669
	Iteration 10Q: 3 clusters Score -61462.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -61462.484375 Penalty: 1958.810669
	Iteration 11F: 3 clusters Score -61462.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Entering Unmasked Estep 
Score: -587892.437500 Penalty: 1297.798706
	Iteration 0F: 2 clusters Score -587892.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -583521.437500 Penalty: 2595.597412
	Iteration 0F: 3 clusters Score -583521.4 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -584850.875000 Penalty: 2595.597412
	Iteration 1F: 3 clusters Score -584850.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -585093.562500 Penalty: 2595.597412
	Iteration 2F: 3 clusters Score -585093.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -585223.125000 Penalty: 2595.597412
	Iteration 3Q: 3 clusters Score -585223.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -585314.937500 Penalty: 2595.597412
	Iteration 4Q: 3 clusters Score -585314.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -585387.500000 Penalty: 2595.597412
	Iteration 5Q: 3 clusters Score -585387.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -585454.937500 Penalty: 2595.597412
	Iteration 6Q: 3 clusters Score -585454.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -585507.875000 Penalty: 2595.597412
	Iteration 7Q: 3 clusters Score -585507.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -585558.312500 Penalty: 2595.597412
	Iteration 8Q: 3 clusters Score -585558.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -585601.437500 Penalty: 2595.597412
	Iteration 9Q: 3 clusters Score -585601.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -585643.437500 Penalty: 2595.597412
	Iteration 10Q: 3 clusters Score -585643.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -585679.187500 Penalty: 2595.597412
	Iteration 11Q: 3 clusters Score -585679.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -585719.000000 Penalty: 2595.597412
	Iteration 12Q: 3 clusters Score -585719 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -585759.750000 Penalty: 2595.597412
	Iteration 13Q: 3 clusters Score -585759.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -585803.250000 Penalty: 2595.597412
	Iteration 14Q: 3 clusters Score -585803.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -585848.062500 Penalty: 2595.597412
	Iteration 15Q: 3 clusters Score -585848.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -585894.687500 Penalty: 2595.597412
	Iteration 16Q: 3 clusters Score -585894.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -585946.437500 Penalty: 2595.597412
	Iteration 17Q: 3 clusters Score -585946.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -586017.812500 Penalty: 2595.597412
	Iteration 18Q: 3 clusters Score -586017.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -586112.187500 Penalty: 2595.597412
	Iteration 19Q: 3 clusters Score -586112.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -586214.375000 Penalty: 2595.597412
	Iteration 20F: 3 clusters Score -586214.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -586324.375000 Penalty: 2595.597412
	Iteration 21Q: 3 clusters Score -586324.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -586465.062500 Penalty: 2595.597412
	Iteration 22Q: 3 clusters Score -586465.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -586619.375000 Penalty: 2595.597412
	Iteration 23Q: 3 clusters Score -586619.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -586772.187500 Penalty: 2595.597412
	Iteration 24Q: 3 clusters Score -586772.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -586910.500000 Penalty: 2595.597412
	Iteration 25Q: 3 clusters Score -586910.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -587023.437500 Penalty: 2595.597412
	Iteration 26Q: 3 clusters Score -587023.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -587116.500000 Penalty: 2595.597412
	Iteration 27Q: 3 clusters Score -587116.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -587203.937500 Penalty: 2595.597412
	Iteration 28Q: 3 clusters Score -587203.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -587286.312500 Penalty: 2595.597412
	Iteration 29Q: 3 clusters Score -587286.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -587348.562500 Penalty: 2595.597412
	Iteration 30Q: 3 clusters Score -587348.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -587393.875000 Penalty: 2595.597412
	Iteration 31Q: 3 clusters Score -587393.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -587432.250000 Penalty: 2595.597412
	Iteration 32Q: 3 clusters Score -587432.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -587459.312500 Penalty: 2595.597412
	Iteration 33Q: 3 clusters Score -587459.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -587475.000000 Penalty: 2595.597412
	Iteration 34Q: 3 clusters Score -587475 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -587490.312500 Penalty: 2595.597412
	Iteration 35Q: 3 clusters Score -587490.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -587501.187500 Penalty: 2595.597412
	Iteration 36Q: 3 clusters Score -587501.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -587506.687500 Penalty: 2595.597412
	Iteration 37Q: 3 clusters Score -587506.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -587509.250000 Penalty: 2595.597412
	Iteration 38Q: 3 clusters Score -587509.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -587513.187500 Penalty: 2595.597412
	Iteration 39Q: 3 clusters Score -587513.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -587519.125000 Penalty: 2595.597412
	Iteration 40F: 3 clusters Score -587519.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -587522.812500 Penalty: 2595.597412
	Iteration 41Q: 3 clusters Score -587522.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -587526.187500 Penalty: 2595.597412
	Iteration 42Q: 3 clusters Score -587526.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -587526.812500 Penalty: 2595.597412
	Iteration 43Q: 3 clusters Score -587526.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -587528.937500 Penalty: 2595.597412
	Iteration 44Q: 3 clusters Score -587528.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -587530.875000 Penalty: 2595.597412
	Iteration 45Q: 3 clusters Score -587530.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -587531.625000 Penalty: 2595.597412
	Iteration 46Q: 3 clusters Score -587531.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -587533.375000 Penalty: 2595.597412
	Iteration 47Q: 3 clusters Score -587533.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -587531.875000 Penalty: 2595.597412
	Iteration 48Q: 3 clusters Score -587531.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -587531.875000 Penalty: 2595.597412
	Iteration 49F: 3 clusters Score -587531.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (15550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Entering Unmasked Estep 
Score: -1627768.375000 Penalty: 1436.190308
	Iteration 0F: 2 clusters Score -1627768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1617424.875000 Penalty: 2872.380615
	Iteration 0F: 3 clusters Score -1617425 nChanged 6825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1621134.500000 Penalty: 2872.380615
	Iteration 1F: 3 clusters Score -1621134 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1621511.750000 Penalty: 2872.380615
	Iteration 2F: 3 clusters Score -1621512 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1621770.000000 Penalty: 2872.380615
	Iteration 3Q: 3 clusters Score -1621770 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1621939.000000 Penalty: 2872.380615
	Iteration 4Q: 3 clusters Score -1621939 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1622071.875000 Penalty: 2872.380615
	Iteration 5Q: 3 clusters Score -1622072 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1622194.375000 Penalty: 2872.380615
	Iteration 6Q: 3 clusters Score -1622194 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1622309.625000 Penalty: 2872.380615
	Iteration 7Q: 3 clusters Score -1622310 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1622474.625000 Penalty: 2872.380615
	Iteration 8Q: 3 clusters Score -1622475 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1622685.250000 Penalty: 2872.380615
	Iteration 9Q: 3 clusters Score -1622685 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1622952.625000 Penalty: 2872.380615
	Iteration 10Q: 3 clusters Score -1622953 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1623338.250000 Penalty: 2872.380615
	Iteration 11Q: 3 clusters Score -1623338 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -1623803.125000 Penalty: 2872.380615
	Iteration 12Q: 3 clusters Score -1623803 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -1624315.000000 Penalty: 2872.380615
	Iteration 13Q: 3 clusters Score -1624315 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -1624822.250000 Penalty: 2872.380615
	Iteration 14Q: 3 clusters Score -1624822 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -1625319.500000 Penalty: 2872.380615
	Iteration 15Q: 3 clusters Score -1625320 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -1625704.625000 Penalty: 2872.380615
	Iteration 16Q: 3 clusters Score -1625705 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -1625976.750000 Penalty: 2872.380615
	Iteration 17Q: 3 clusters Score -1625977 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -1626184.375000 Penalty: 2872.380615
	Iteration 18Q: 3 clusters Score -1626184 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -1626374.125000 Penalty: 2872.380615
	Iteration 19Q: 3 clusters Score -1626374 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -1626496.500000 Penalty: 2872.380615
	Iteration 20F: 3 clusters Score -1626496 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -1626569.000000 Penalty: 2872.380615
	Iteration 21Q: 3 clusters Score -1626569 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -1626615.250000 Penalty: 2872.380615
	Iteration 22Q: 3 clusters Score -1626615 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -1626644.750000 Penalty: 2872.380615
	Iteration 23Q: 3 clusters Score -1626645 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -1626666.000000 Penalty: 2872.380615
	Iteration 24Q: 3 clusters Score -1626666 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -1626689.250000 Penalty: 2872.380615
	Iteration 25Q: 3 clusters Score -1626689 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -1626697.625000 Penalty: 2872.380615
	Iteration 26Q: 3 clusters Score -1626698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -1626703.625000 Penalty: 2872.380615
	Iteration 27Q: 3 clusters Score -1626704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -1626715.125000 Penalty: 2872.380615
	Iteration 28Q: 3 clusters Score -1626715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -1626721.000000 Penalty: 2872.380615
	Iteration 29Q: 3 clusters Score -1626721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -1626728.125000 Penalty: 2872.380615
	Iteration 30Q: 3 clusters Score -1626728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -1626737.500000 Penalty: 2872.380615
	Iteration 31Q: 3 clusters Score -1626738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -1626744.500000 Penalty: 2872.380615
	Iteration 32Q: 3 clusters Score -1626744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -1626746.500000 Penalty: 2872.380615
	Iteration 33Q: 3 clusters Score -1626746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -1626752.500000 Penalty: 2872.380615
	Iteration 34Q: 3 clusters Score -1626752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -1626755.750000 Penalty: 2872.380615
	Iteration 35Q: 3 clusters Score -1626756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -1626758.875000 Penalty: 2872.380615
	Iteration 36Q: 3 clusters Score -1626759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -1626761.625000 Penalty: 2872.380615
	Iteration 37Q: 3 clusters Score -1626762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -1626761.625000 Penalty: 2872.380615
	Iteration 38F: 3 clusters Score -1626762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (4905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Entering Unmasked Estep 
Score: -441349.937500 Penalty: 1264.504028
	Iteration 0F: 2 clusters Score -441349.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -437741.125000 Penalty: 2529.008057
	Iteration 0F: 3 clusters Score -437741.1 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -438960.156250 Penalty: 2529.008057
	Iteration 1F: 3 clusters Score -438960.2 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -439308.468750 Penalty: 2529.008057
	Iteration 2F: 3 clusters Score -439308.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -439517.718750 Penalty: 2529.008057
	Iteration 3F: 3 clusters Score -439517.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -439638.937500 Penalty: 2529.008057
	Iteration 4Q: 3 clusters Score -439638.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -439724.656250 Penalty: 2529.008057
	Iteration 5Q: 3 clusters Score -439724.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -439800.562500 Penalty: 2529.008057
	Iteration 6Q: 3 clusters Score -439800.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -439869.718750 Penalty: 2529.008057
	Iteration 7Q: 3 clusters Score -439869.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -439933.406250 Penalty: 2529.008057
	Iteration 8Q: 3 clusters Score -439933.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -440001.781250 Penalty: 2529.008057
	Iteration 9Q: 3 clusters Score -440001.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -440079.343750 Penalty: 2529.008057
	Iteration 10Q: 3 clusters Score -440079.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -440165.093750 Penalty: 2529.008057
	Iteration 11Q: 3 clusters Score -440165.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -440262.218750 Penalty: 2529.008057
	Iteration 12Q: 3 clusters Score -440262.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -440335.875000 Penalty: 2529.008057
	Iteration 13Q: 3 clusters Score -440335.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -440384.968750 Penalty: 2529.008057
	Iteration 14Q: 3 clusters Score -440385 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -440418.093750 Penalty: 2529.008057
	Iteration 15Q: 3 clusters Score -440418.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -440445.906250 Penalty: 2529.008057
	Iteration 16Q: 3 clusters Score -440445.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -440473.593750 Penalty: 2529.008057
	Iteration 17Q: 3 clusters Score -440473.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -440495.062500 Penalty: 2529.008057
	Iteration 18Q: 3 clusters Score -440495.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -440508.937500 Penalty: 2529.008057
	Iteration 19Q: 3 clusters Score -440508.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -440517.750000 Penalty: 2529.008057
	Iteration 20F: 3 clusters Score -440517.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -440524.468750 Penalty: 2529.008057
	Iteration 21Q: 3 clusters Score -440524.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -440535.781250 Penalty: 2529.008057
	Iteration 22Q: 3 clusters Score -440535.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -440544.312500 Penalty: 2529.008057
	Iteration 23Q: 3 clusters Score -440544.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -440551.250000 Penalty: 2529.008057
	Iteration 24Q: 3 clusters Score -440551.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -440559.687500 Penalty: 2529.008057
	Iteration 25Q: 3 clusters Score -440559.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -440574.312500 Penalty: 2529.008057
	Iteration 26Q: 3 clusters Score -440574.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -440588.281250 Penalty: 2529.008057
	Iteration 27Q: 3 clusters Score -440588.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -440603.906250 Penalty: 2529.008057
	Iteration 28Q: 3 clusters Score -440603.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -440618.312500 Penalty: 2529.008057
	Iteration 29Q: 3 clusters Score -440618.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -440635.343750 Penalty: 2529.008057
	Iteration 30Q: 3 clusters Score -440635.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -440649.093750 Penalty: 2529.008057
	Iteration 31Q: 3 clusters Score -440649.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -440658.656250 Penalty: 2529.008057
	Iteration 32Q: 3 clusters Score -440658.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -440661.750000 Penalty: 2529.008057
	Iteration 33Q: 3 clusters Score -440661.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -440665.281250 Penalty: 2529.008057
	Iteration 34Q: 3 clusters Score -440665.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -440668.281250 Penalty: 2529.008057
	Iteration 35Q: 3 clusters Score -440668.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -440670.343750 Penalty: 2529.008057
	Iteration 36Q: 3 clusters Score -440670.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -440671.500000 Penalty: 2529.008057
	Iteration 37Q: 3 clusters Score -440671.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -440672.968750 Penalty: 2529.008057
	Iteration 38Q: 3 clusters Score -440673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -440674.687500 Penalty: 2529.008057
	Iteration 39Q: 3 clusters Score -440674.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -440676.781250 Penalty: 2529.008057
	Iteration 40F: 3 clusters Score -440676.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -440682.062500 Penalty: 2529.008057
	Iteration 41Q: 3 clusters Score -440682.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -440688.750000 Penalty: 2529.008057
	Iteration 42Q: 3 clusters Score -440688.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -440692.406250 Penalty: 2529.008057
	Iteration 43Q: 3 clusters Score -440692.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -440693.781250 Penalty: 2529.008057
	Iteration 44Q: 3 clusters Score -440693.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -440693.781250 Penalty: 2529.008057
	Iteration 45F: 3 clusters Score -440693.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Entering Unmasked Estep 
Score: -176974.781250 Penalty: 1127.246948
	Iteration 0F: 2 clusters Score -176974.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -175138.687500 Penalty: 2254.493896
	Iteration 0F: 3 clusters Score -175138.7 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -175570.843750 Penalty: 2254.493896
	Iteration 1F: 3 clusters Score -175570.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -175746.078125 Penalty: 2254.493896
	Iteration 2F: 3 clusters Score -175746.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -175868.281250 Penalty: 2254.493896
	Iteration 3F: 3 clusters Score -175868.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -175974.312500 Penalty: 2254.493896
	Iteration 4F: 3 clusters Score -175974.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -176065.437500 Penalty: 2254.493896
	Iteration 5Q: 3 clusters Score -176065.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -176130.578125 Penalty: 2254.493896
	Iteration 6Q: 3 clusters Score -176130.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -176187.812500 Penalty: 2254.493896
	Iteration 7Q: 3 clusters Score -176187.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -176243.359375 Penalty: 2254.493896
	Iteration 8Q: 3 clusters Score -176243.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -176281.343750 Penalty: 2254.493896
	Iteration 9Q: 3 clusters Score -176281.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -176307.687500 Penalty: 2254.493896
	Iteration 10Q: 3 clusters Score -176307.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -176326.078125 Penalty: 2254.493896
	Iteration 11Q: 3 clusters Score -176326.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -176344.671875 Penalty: 2254.493896
	Iteration 12Q: 3 clusters Score -176344.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -176358.859375 Penalty: 2254.493896
	Iteration 13Q: 3 clusters Score -176358.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -176367.218750 Penalty: 2254.493896
	Iteration 14Q: 3 clusters Score -176367.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -176370.796875 Penalty: 2254.493896
	Iteration 15Q: 3 clusters Score -176370.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -176374.796875 Penalty: 2254.493896
	Iteration 16Q: 3 clusters Score -176374.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -176380.890625 Penalty: 2254.493896
	Iteration 17Q: 3 clusters Score -176380.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -176386.187500 Penalty: 2254.493896
	Iteration 18Q: 3 clusters Score -176386.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -176393.687500 Penalty: 2254.493896
	Iteration 19Q: 3 clusters Score -176393.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -176398.343750 Penalty: 2254.493896
	Iteration 20F: 3 clusters Score -176398.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -176403.140625 Penalty: 2254.493896
	Iteration 21Q: 3 clusters Score -176403.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -176407.859375 Penalty: 2254.493896
	Iteration 22Q: 3 clusters Score -176407.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -176410.359375 Penalty: 2254.493896
	Iteration 23Q: 3 clusters Score -176410.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -176413.515625 Penalty: 2254.493896
	Iteration 24Q: 3 clusters Score -176413.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -176417.250000 Penalty: 2254.493896
	Iteration 25Q: 3 clusters Score -176417.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -176419.531250 Penalty: 2254.493896
	Iteration 26Q: 3 clusters Score -176419.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -176423.015625 Penalty: 2254.493896
	Iteration 27Q: 3 clusters Score -176423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -176424.125000 Penalty: 2254.493896
	Iteration 28Q: 3 clusters Score -176424.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -176426.359375 Penalty: 2254.493896
	Iteration 29Q: 3 clusters Score -176426.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -176430.234375 Penalty: 2254.493896
	Iteration 30Q: 3 clusters Score -176430.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -176434.109375 Penalty: 2254.493896
	Iteration 31Q: 3 clusters Score -176434.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -176437.187500 Penalty: 2254.493896
	Iteration 32Q: 3 clusters Score -176437.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -176438.062500 Penalty: 2254.493896
	Iteration 33Q: 3 clusters Score -176438.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -176439.703125 Penalty: 2254.493896
	Iteration 34Q: 3 clusters Score -176439.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -176441.546875 Penalty: 2254.493896
	Iteration 35Q: 3 clusters Score -176441.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -176445.562500 Penalty: 2254.493896
	Iteration 36Q: 3 clusters Score -176445.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -176449.406250 Penalty: 2254.493896
	Iteration 37Q: 3 clusters Score -176449.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -176450.640625 Penalty: 2254.493896
	Iteration 38Q: 3 clusters Score -176450.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -176451.843750 Penalty: 2254.493896
	Iteration 39Q: 3 clusters Score -176451.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -176452.812500 Penalty: 2254.493896
	Iteration 40F: 3 clusters Score -176452.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -176454.453125 Penalty: 2254.493896
	Iteration 41Q: 3 clusters Score -176454.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -176456.453125 Penalty: 2254.493896
	Iteration 42Q: 3 clusters Score -176456.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -176458.984375 Penalty: 2254.493896
	Iteration 43Q: 3 clusters Score -176459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -176461.296875 Penalty: 2254.493896
	Iteration 44Q: 3 clusters Score -176461.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -176463.703125 Penalty: 2254.493896
	Iteration 45Q: 3 clusters Score -176463.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -176465.125000 Penalty: 2254.493896
	Iteration 46Q: 3 clusters Score -176465.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -176465.890625 Penalty: 2254.493896
	Iteration 47Q: 3 clusters Score -176465.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -176465.890625 Penalty: 2254.493896
	Iteration 48F: 3 clusters Score -176465.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (5005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Entering Unmasked Estep 
Score: -523593.843750 Penalty: 1267.507080
	Iteration 0F: 2 clusters Score -523593.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -519931.062500 Penalty: 2535.014160
	Iteration 0F: 3 clusters Score -519931.1 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -520968.812500 Penalty: 2535.014160
	Iteration 1F: 3 clusters Score -520968.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -521157.375000 Penalty: 2535.014160
	Iteration 2F: 3 clusters Score -521157.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -521309.906250 Penalty: 2535.014160
	Iteration 3Q: 3 clusters Score -521309.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -521416.000000 Penalty: 2535.014160
	Iteration 4Q: 3 clusters Score -521416 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -521510.562500 Penalty: 2535.014160
	Iteration 5Q: 3 clusters Score -521510.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -521584.375000 Penalty: 2535.014160
	Iteration 6Q: 3 clusters Score -521584.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -521662.031250 Penalty: 2535.014160
	Iteration 7Q: 3 clusters Score -521662 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -521753.906250 Penalty: 2535.014160
	Iteration 8Q: 3 clusters Score -521753.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -521859.375000 Penalty: 2535.014160
	Iteration 9Q: 3 clusters Score -521859.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -521974.625000 Penalty: 2535.014160
	Iteration 10Q: 3 clusters Score -521974.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -522081.062500 Penalty: 2535.014160
	Iteration 11Q: 3 clusters Score -522081.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -522161.125000 Penalty: 2535.014160
	Iteration 12Q: 3 clusters Score -522161.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -522241.812500 Penalty: 2535.014160
	Iteration 13Q: 3 clusters Score -522241.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -522308.843750 Penalty: 2535.014160
	Iteration 14Q: 3 clusters Score -522308.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -522362.468750 Penalty: 2535.014160
	Iteration 15Q: 3 clusters Score -522362.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -522401.125000 Penalty: 2535.014160
	Iteration 16Q: 3 clusters Score -522401.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -522438.781250 Penalty: 2535.014160
	Iteration 17Q: 3 clusters Score -522438.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -522471.250000 Penalty: 2535.014160
	Iteration 18Q: 3 clusters Score -522471.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -522495.968750 Penalty: 2535.014160
	Iteration 19Q: 3 clusters Score -522496 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -522518.031250 Penalty: 2535.014160
	Iteration 20F: 3 clusters Score -522518 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -522542.343750 Penalty: 2535.014160
	Iteration 21Q: 3 clusters Score -522542.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -522560.750000 Penalty: 2535.014160
	Iteration 22Q: 3 clusters Score -522560.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -522583.468750 Penalty: 2535.014160
	Iteration 23Q: 3 clusters Score -522583.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -522596.625000 Penalty: 2535.014160
	Iteration 24Q: 3 clusters Score -522596.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -522609.718750 Penalty: 2535.014160
	Iteration 25Q: 3 clusters Score -522609.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -522618.218750 Penalty: 2535.014160
	Iteration 26Q: 3 clusters Score -522618.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -522623.343750 Penalty: 2535.014160
	Iteration 27Q: 3 clusters Score -522623.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -522626.000000 Penalty: 2535.014160
	Iteration 28Q: 3 clusters Score -522626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -522634.562500 Penalty: 2535.014160
	Iteration 29Q: 3 clusters Score -522634.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -522635.875000 Penalty: 2535.014160
	Iteration 30Q: 3 clusters Score -522635.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -522637.656250 Penalty: 2535.014160
	Iteration 31Q: 3 clusters Score -522637.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -522638.625000 Penalty: 2535.014160
	Iteration 32Q: 3 clusters Score -522638.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -522638.906250 Penalty: 2535.014160
	Iteration 33Q: 3 clusters Score -522638.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -522638.906250 Penalty: 2535.014160
	Iteration 34F: 3 clusters Score -522638.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (6494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Entering Unmasked Estep 
Score: -679741.562500 Penalty: 1306.260742
	Iteration 0F: 2 clusters Score -679741.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -675156.000000 Penalty: 2612.521484
	Iteration 0F: 3 clusters Score -675156 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -676566.937500 Penalty: 2612.521484
	Iteration 1F: 3 clusters Score -676566.9 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -676843.375000 Penalty: 2612.521484
	Iteration 2F: 3 clusters Score -676843.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -677020.000000 Penalty: 2612.521484
	Iteration 3F: 3 clusters Score -677020 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -677145.062500 Penalty: 2612.521484
	Iteration 4Q: 3 clusters Score -677145.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -677248.937500 Penalty: 2612.521484
	Iteration 5Q: 3 clusters Score -677248.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -677349.625000 Penalty: 2612.521484
	Iteration 6Q: 3 clusters Score -677349.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -677460.312500 Penalty: 2612.521484
	Iteration 7Q: 3 clusters Score -677460.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -677567.937500 Penalty: 2612.521484
	Iteration 8Q: 3 clusters Score -677567.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -677668.875000 Penalty: 2612.521484
	Iteration 9Q: 3 clusters Score -677668.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -677767.937500 Penalty: 2612.521484
	Iteration 10Q: 3 clusters Score -677767.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -677856.875000 Penalty: 2612.521484
	Iteration 11Q: 3 clusters Score -677856.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -677936.687500 Penalty: 2612.521484
	Iteration 12Q: 3 clusters Score -677936.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -678005.125000 Penalty: 2612.521484
	Iteration 13Q: 3 clusters Score -678005.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -678071.562500 Penalty: 2612.521484
	Iteration 14Q: 3 clusters Score -678071.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -678128.250000 Penalty: 2612.521484
	Iteration 15Q: 3 clusters Score -678128.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -678169.125000 Penalty: 2612.521484
	Iteration 16Q: 3 clusters Score -678169.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -678198.562500 Penalty: 2612.521484
	Iteration 17Q: 3 clusters Score -678198.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -678227.625000 Penalty: 2612.521484
	Iteration 18Q: 3 clusters Score -678227.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -678253.000000 Penalty: 2612.521484
	Iteration 19Q: 3 clusters Score -678253 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -678279.937500 Penalty: 2612.521484
	Iteration 20F: 3 clusters Score -678279.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -678306.375000 Penalty: 2612.521484
	Iteration 21Q: 3 clusters Score -678306.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -678329.125000 Penalty: 2612.521484
	Iteration 22Q: 3 clusters Score -678329.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -678343.125000 Penalty: 2612.521484
	Iteration 23Q: 3 clusters Score -678343.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -678356.812500 Penalty: 2612.521484
	Iteration 24Q: 3 clusters Score -678356.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -678367.437500 Penalty: 2612.521484
	Iteration 25Q: 3 clusters Score -678367.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -678380.812500 Penalty: 2612.521484
	Iteration 26Q: 3 clusters Score -678380.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -678390.562500 Penalty: 2612.521484
	Iteration 27Q: 3 clusters Score -678390.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -678398.312500 Penalty: 2612.521484
	Iteration 28Q: 3 clusters Score -678398.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -678406.312500 Penalty: 2612.521484
	Iteration 29Q: 3 clusters Score -678406.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -678411.125000 Penalty: 2612.521484
	Iteration 30Q: 3 clusters Score -678411.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -678415.312500 Penalty: 2612.521484
	Iteration 31Q: 3 clusters Score -678415.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -678418.937500 Penalty: 2612.521484
	Iteration 32Q: 3 clusters Score -678418.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -678426.812500 Penalty: 2612.521484
	Iteration 33Q: 3 clusters Score -678426.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -678427.375000 Penalty: 2612.521484
	Iteration 34Q: 3 clusters Score -678427.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -678430.875000 Penalty: 2612.521484
	Iteration 35Q: 3 clusters Score -678430.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -678432.437500 Penalty: 2612.521484
	Iteration 36Q: 3 clusters Score -678432.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -678437.187500 Penalty: 2612.521484
	Iteration 37Q: 3 clusters Score -678437.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -678438.562500 Penalty: 2612.521484
	Iteration 38Q: 3 clusters Score -678438.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -678441.937500 Penalty: 2612.521484
	Iteration 39Q: 3 clusters Score -678441.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -678444.750000 Penalty: 2612.521484
	Iteration 40F: 3 clusters Score -678444.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -678449.437500 Penalty: 2612.521484
	Iteration 41Q: 3 clusters Score -678449.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -678452.500000 Penalty: 2612.521484
	Iteration 42Q: 3 clusters Score -678452.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -678453.125000 Penalty: 2612.521484
	Iteration 43Q: 3 clusters Score -678453.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -678456.062500 Penalty: 2612.521484
	Iteration 44Q: 3 clusters Score -678456.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -678457.437500 Penalty: 2612.521484
	Iteration 45Q: 3 clusters Score -678457.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -678459.187500 Penalty: 2612.521484
	Iteration 46Q: 3 clusters Score -678459.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -678460.687500 Penalty: 2612.521484
	Iteration 47Q: 3 clusters Score -678460.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -678460.562500 Penalty: 2612.521484
	Iteration 48Q: 3 clusters Score -678460.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -678461.625000 Penalty: 2612.521484
	Iteration 49Q: 3 clusters Score -678461.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -678460.562500 Penalty: 2612.521484
	Iteration 50Q: 3 clusters Score -678460.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -678460.500000 Penalty: 2612.521484
	Iteration 51Q: 3 clusters Score -678460.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -678460.500000 Penalty: 2612.521484
	Iteration 52F: 3 clusters Score -678460.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (14324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Entering Unmasked Estep 
Score: -1490962.000000 Penalty: 1423.970093
	Iteration 0F: 2 clusters Score -1490962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1481465.500000 Penalty: 2847.940186
	Iteration 0F: 3 clusters Score -1481466 nChanged 6124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1484755.250000 Penalty: 2847.940186
	Iteration 1F: 3 clusters Score -1484755 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1485356.125000 Penalty: 2847.940186
	Iteration 2F: 3 clusters Score -1485356 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1486122.750000 Penalty: 2847.940186
	Iteration 3F: 3 clusters Score -1486123 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1486994.875000 Penalty: 2847.940186
	Iteration 4F: 3 clusters Score -1486995 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1487805.125000 Penalty: 2847.940186
	Iteration 5F: 3 clusters Score -1487805 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1488424.375000 Penalty: 2847.940186
	Iteration 6F: 3 clusters Score -1488424 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1488870.750000 Penalty: 2847.940186
	Iteration 7Q: 3 clusters Score -1488871 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1489187.625000 Penalty: 2847.940186
	Iteration 8Q: 3 clusters Score -1489188 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1489401.000000 Penalty: 2847.940186
	Iteration 9Q: 3 clusters Score -1489401 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1489544.875000 Penalty: 2847.940186
	Iteration 10Q: 3 clusters Score -1489545 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1489635.000000 Penalty: 2847.940186
	Iteration 11Q: 3 clusters Score -1489635 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1489688.500000 Penalty: 2847.940186
	Iteration 12Q: 3 clusters Score -1489688 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1489711.125000 Penalty: 2847.940186
	Iteration 13Q: 3 clusters Score -1489711 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1489730.750000 Penalty: 2847.940186
	Iteration 14Q: 3 clusters Score -1489731 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1489734.750000 Penalty: 2847.940186
	Iteration 15Q: 3 clusters Score -1489735 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1489745.625000 Penalty: 2847.940186
	Iteration 16Q: 3 clusters Score -1489746 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1489749.375000 Penalty: 2847.940186
	Iteration 17Q: 3 clusters Score -1489749 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1489754.000000 Penalty: 2847.940186
	Iteration 18Q: 3 clusters Score -1489754 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1489760.500000 Penalty: 2847.940186
	Iteration 19Q: 3 clusters Score -1489760 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1489773.375000 Penalty: 2847.940186
	Iteration 20F: 3 clusters Score -1489773 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1489774.125000 Penalty: 2847.940186
	Iteration 21Q: 3 clusters Score -1489774 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1489777.375000 Penalty: 2847.940186
	Iteration 22Q: 3 clusters Score -1489777 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1489783.125000 Penalty: 2847.940186
	Iteration 23Q: 3 clusters Score -1489783 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1489786.875000 Penalty: 2847.940186
	Iteration 24Q: 3 clusters Score -1489787 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1489794.000000 Penalty: 2847.940186
	Iteration 25Q: 3 clusters Score -1489794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1489790.375000 Penalty: 2847.940186
	Iteration 26Q: 3 clusters Score -1489790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1489790.875000 Penalty: 2847.940186
	Iteration 27Q: 3 clusters Score -1489791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1489792.000000 Penalty: 2847.940186
	Iteration 28Q: 3 clusters Score -1489792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1489795.000000 Penalty: 2847.940186
	Iteration 29Q: 3 clusters Score -1489795 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1489793.375000 Penalty: 2847.940186
	Iteration 30Q: 3 clusters Score -1489793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1489793.875000 Penalty: 2847.940186
	Iteration 31Q: 3 clusters Score -1489794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1489794.250000 Penalty: 2847.940186
	Iteration 32Q: 3 clusters Score -1489794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1489797.250000 Penalty: 2847.940186
	Iteration 33Q: 3 clusters Score -1489797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1489795.375000 Penalty: 2847.940186
	Iteration 34Q: 3 clusters Score -1489795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1489795.500000 Penalty: 2847.940186
	Iteration 35Q: 3 clusters Score -1489796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1489795.625000 Penalty: 2847.940186
	Iteration 36Q: 3 clusters Score -1489796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1489797.500000 Penalty: 2847.940186
	Iteration 37Q: 3 clusters Score -1489798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1489800.625000 Penalty: 2847.940186
	Iteration 38Q: 3 clusters Score -1489801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1489801.125000 Penalty: 2847.940186
	Iteration 39Q: 3 clusters Score -1489801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1489801.125000 Penalty: 2847.940186
	Iteration 40F: 3 clusters Score -1489801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (3627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Entering Unmasked Estep 
Score: -371103.593750 Penalty: 1219.588867
	Iteration 0F: 2 clusters Score -371103.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -368274.468750 Penalty: 2439.177734
	Iteration 0F: 3 clusters Score -368274.5 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -369019.281250 Penalty: 2439.177734
	Iteration 1F: 3 clusters Score -369019.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -369181.031250 Penalty: 2439.177734
	Iteration 2F: 3 clusters Score -369181 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -369280.468750 Penalty: 2439.177734
	Iteration 3Q: 3 clusters Score -369280.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -369341.250000 Penalty: 2439.177734
	Iteration 4Q: 3 clusters Score -369341.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -369384.250000 Penalty: 2439.177734
	Iteration 5Q: 3 clusters Score -369384.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -369420.312500 Penalty: 2439.177734
	Iteration 6Q: 3 clusters Score -369420.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -369450.531250 Penalty: 2439.177734
	Iteration 7Q: 3 clusters Score -369450.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -369473.343750 Penalty: 2439.177734
	Iteration 8Q: 3 clusters Score -369473.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -369490.656250 Penalty: 2439.177734
	Iteration 9Q: 3 clusters Score -369490.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -369507.156250 Penalty: 2439.177734
	Iteration 10Q: 3 clusters Score -369507.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -369518.843750 Penalty: 2439.177734
	Iteration 11Q: 3 clusters Score -369518.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -369527.562500 Penalty: 2439.177734
	Iteration 12Q: 3 clusters Score -369527.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -369537.968750 Penalty: 2439.177734
	Iteration 13Q: 3 clusters Score -369538 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -369550.718750 Penalty: 2439.177734
	Iteration 14Q: 3 clusters Score -369550.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -369562.875000 Penalty: 2439.177734
	Iteration 15Q: 3 clusters Score -369562.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -369575.375000 Penalty: 2439.177734
	Iteration 16Q: 3 clusters Score -369575.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -369588.812500 Penalty: 2439.177734
	Iteration 17Q: 3 clusters Score -369588.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -369602.187500 Penalty: 2439.177734
	Iteration 18Q: 3 clusters Score -369602.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -369614.625000 Penalty: 2439.177734
	Iteration 19Q: 3 clusters Score -369614.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -369622.906250 Penalty: 2439.177734
	Iteration 20F: 3 clusters Score -369622.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -369631.218750 Penalty: 2439.177734
	Iteration 21Q: 3 clusters Score -369631.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -369639.593750 Penalty: 2439.177734
	Iteration 22Q: 3 clusters Score -369639.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -369649.500000 Penalty: 2439.177734
	Iteration 23Q: 3 clusters Score -369649.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -369663.937500 Penalty: 2439.177734
	Iteration 24Q: 3 clusters Score -369663.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -369676.218750 Penalty: 2439.177734
	Iteration 25Q: 3 clusters Score -369676.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -369692.156250 Penalty: 2439.177734
	Iteration 26Q: 3 clusters Score -369692.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -369709.968750 Penalty: 2439.177734
	Iteration 27Q: 3 clusters Score -369710 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -369725.750000 Penalty: 2439.177734
	Iteration 28Q: 3 clusters Score -369725.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -369748.375000 Penalty: 2439.177734
	Iteration 29Q: 3 clusters Score -369748.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -369769.843750 Penalty: 2439.177734
	Iteration 30Q: 3 clusters Score -369769.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -369795.781250 Penalty: 2439.177734
	Iteration 31Q: 3 clusters Score -369795.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -369823.531250 Penalty: 2439.177734
	Iteration 32Q: 3 clusters Score -369823.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -369845.187500 Penalty: 2439.177734
	Iteration 33Q: 3 clusters Score -369845.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -369863.906250 Penalty: 2439.177734
	Iteration 34Q: 3 clusters Score -369863.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -369883.687500 Penalty: 2439.177734
	Iteration 35Q: 3 clusters Score -369883.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -369900.906250 Penalty: 2439.177734
	Iteration 36Q: 3 clusters Score -369900.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -369921.250000 Penalty: 2439.177734
	Iteration 37Q: 3 clusters Score -369921.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -369949.781250 Penalty: 2439.177734
	Iteration 38Q: 3 clusters Score -369949.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -369970.125000 Penalty: 2439.177734
	Iteration 39Q: 3 clusters Score -369970.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -369988.093750 Penalty: 2439.177734
	Iteration 40F: 3 clusters Score -369988.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -370008.156250 Penalty: 2439.177734
	Iteration 41Q: 3 clusters Score -370008.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -370027.062500 Penalty: 2439.177734
	Iteration 42Q: 3 clusters Score -370027.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -370048.312500 Penalty: 2439.177734
	Iteration 43Q: 3 clusters Score -370048.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -370073.968750 Penalty: 2439.177734
	Iteration 44Q: 3 clusters Score -370074 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -370095.750000 Penalty: 2439.177734
	Iteration 45Q: 3 clusters Score -370095.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -370114.000000 Penalty: 2439.177734
	Iteration 46Q: 3 clusters Score -370114 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -370129.468750 Penalty: 2439.177734
	Iteration 47Q: 3 clusters Score -370129.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -370143.750000 Penalty: 2439.177734
	Iteration 48Q: 3 clusters Score -370143.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -370155.468750 Penalty: 2439.177734
	Iteration 49Q: 3 clusters Score -370155.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -370170.593750 Penalty: 2439.177734
	Iteration 50Q: 3 clusters Score -370170.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -370185.250000 Penalty: 2439.177734
	Iteration 51Q: 3 clusters Score -370185.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -370199.875000 Penalty: 2439.177734
	Iteration 52Q: 3 clusters Score -370199.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -370212.906250 Penalty: 2439.177734
	Iteration 53Q: 3 clusters Score -370212.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -370219.375000 Penalty: 2439.177734
	Iteration 54Q: 3 clusters Score -370219.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -370227.187500 Penalty: 2439.177734
	Iteration 55Q: 3 clusters Score -370227.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -370232.906250 Penalty: 2439.177734
	Iteration 56Q: 3 clusters Score -370232.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -370238.750000 Penalty: 2439.177734
	Iteration 57Q: 3 clusters Score -370238.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -370242.406250 Penalty: 2439.177734
	Iteration 58Q: 3 clusters Score -370242.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -370244.031250 Penalty: 2439.177734
	Iteration 59Q: 3 clusters Score -370244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -370246.281250 Penalty: 2439.177734
	Iteration 60F: 3 clusters Score -370246.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -370248.500000 Penalty: 2439.177734
	Iteration 61Q: 3 clusters Score -370248.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -370249.281250 Penalty: 2439.177734
	Iteration 62Q: 3 clusters Score -370249.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -370249.781250 Penalty: 2439.177734
	Iteration 63Q: 3 clusters Score -370249.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -370249.781250 Penalty: 2439.177734
	Iteration 64F: 3 clusters Score -370249.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (4121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Entering Unmasked Estep 
Score: -388656.000000 Penalty: 1238.589111
	Iteration 0F: 2 clusters Score -388656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -385542.812500 Penalty: 2477.178223
	Iteration 0F: 3 clusters Score -385542.8 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -386587.062500 Penalty: 2477.178223
	Iteration 1F: 3 clusters Score -386587.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -386842.906250 Penalty: 2477.178223
	Iteration 2F: 3 clusters Score -386842.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -386991.656250 Penalty: 2477.178223
	Iteration 3F: 3 clusters Score -386991.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -387100.406250 Penalty: 2477.178223
	Iteration 4Q: 3 clusters Score -387100.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -387191.468750 Penalty: 2477.178223
	Iteration 5Q: 3 clusters Score -387191.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -387265.062500 Penalty: 2477.178223
	Iteration 6Q: 3 clusters Score -387265.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -387322.593750 Penalty: 2477.178223
	Iteration 7Q: 3 clusters Score -387322.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -387391.750000 Penalty: 2477.178223
	Iteration 8Q: 3 clusters Score -387391.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -387456.562500 Penalty: 2477.178223
	Iteration 9Q: 3 clusters Score -387456.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -387522.937500 Penalty: 2477.178223
	Iteration 10Q: 3 clusters Score -387522.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -387587.875000 Penalty: 2477.178223
	Iteration 11Q: 3 clusters Score -387587.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -387661.093750 Penalty: 2477.178223
	Iteration 12Q: 3 clusters Score -387661.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -387738.125000 Penalty: 2477.178223
	Iteration 13Q: 3 clusters Score -387738.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -387816.281250 Penalty: 2477.178223
	Iteration 14Q: 3 clusters Score -387816.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -387893.281250 Penalty: 2477.178223
	Iteration 15Q: 3 clusters Score -387893.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -387965.781250 Penalty: 2477.178223
	Iteration 16Q: 3 clusters Score -387965.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -388020.500000 Penalty: 2477.178223
	Iteration 17Q: 3 clusters Score -388020.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -388066.000000 Penalty: 2477.178223
	Iteration 18Q: 3 clusters Score -388066 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -388094.906250 Penalty: 2477.178223
	Iteration 19Q: 3 clusters Score -388094.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -388119.281250 Penalty: 2477.178223
	Iteration 20F: 3 clusters Score -388119.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -388142.687500 Penalty: 2477.178223
	Iteration 21Q: 3 clusters Score -388142.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -388170.562500 Penalty: 2477.178223
	Iteration 22Q: 3 clusters Score -388170.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -388191.218750 Penalty: 2477.178223
	Iteration 23Q: 3 clusters Score -388191.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -388208.500000 Penalty: 2477.178223
	Iteration 24Q: 3 clusters Score -388208.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -388220.937500 Penalty: 2477.178223
	Iteration 25Q: 3 clusters Score -388220.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -388229.687500 Penalty: 2477.178223
	Iteration 26Q: 3 clusters Score -388229.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -388238.125000 Penalty: 2477.178223
	Iteration 27Q: 3 clusters Score -388238.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -388242.906250 Penalty: 2477.178223
	Iteration 28Q: 3 clusters Score -388242.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -388247.593750 Penalty: 2477.178223
	Iteration 29Q: 3 clusters Score -388247.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -388250.312500 Penalty: 2477.178223
	Iteration 30Q: 3 clusters Score -388250.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -388250.843750 Penalty: 2477.178223
	Iteration 31Q: 3 clusters Score -388250.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -388253.343750 Penalty: 2477.178223
	Iteration 32Q: 3 clusters Score -388253.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -388256.812500 Penalty: 2477.178223
	Iteration 33Q: 3 clusters Score -388256.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -388258.093750 Penalty: 2477.178223
	Iteration 34Q: 3 clusters Score -388258.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -388260.093750 Penalty: 2477.178223
	Iteration 35Q: 3 clusters Score -388260.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -388260.750000 Penalty: 2477.178223
	Iteration 36Q: 3 clusters Score -388260.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -388264.343750 Penalty: 2477.178223
	Iteration 37Q: 3 clusters Score -388264.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -388264.062500 Penalty: 2477.178223
	Iteration 38Q: 3 clusters Score -388264.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -388265.062500 Penalty: 2477.178223
	Iteration 39Q: 3 clusters Score -388265.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -388265.062500 Penalty: 2477.178223
	Iteration 40F: 3 clusters Score -388265.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (92 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Entering Unmasked Estep 
Score: -6420.292969 Penalty: 672.842163
	Iteration 0F: 2 clusters Score -6420.293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -6134.264160 Penalty: 1345.684326
	Iteration 0F: 3 clusters Score -6134.264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -6146.377930 Penalty: 1345.684326
	Iteration 1Q: 3 clusters Score -6146.378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -6173.671875 Penalty: 1345.684326
	Iteration 2Q: 3 clusters Score -6173.672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -6173.671875 Penalty: 1345.684326
	Iteration 3F: 3 clusters Score -6173.672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Entering Unmasked Estep 
Score: -80657.781250 Penalty: 1012.691589
	Iteration 0F: 2 clusters Score -80657.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -79467.476562 Penalty: 2025.383179
	Iteration 0F: 3 clusters Score -79467.48 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -79721.539062 Penalty: 2025.383179
	Iteration 1F: 3 clusters Score -79721.54 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -79781.320312 Penalty: 2025.383179
	Iteration 2F: 3 clusters Score -79781.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -79805.734375 Penalty: 2025.383179
	Iteration 3Q: 3 clusters Score -79805.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -79818.296875 Penalty: 2025.383179
	Iteration 4Q: 3 clusters Score -79818.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -79822.250000 Penalty: 2025.383179
	Iteration 5Q: 3 clusters Score -79822.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -79825.929688 Penalty: 2025.383179
	Iteration 6Q: 3 clusters Score -79825.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -79832.007812 Penalty: 2025.383179
	Iteration 7Q: 3 clusters Score -79832.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -79838.054688 Penalty: 2025.383179
	Iteration 8Q: 3 clusters Score -79838.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -79838.710938 Penalty: 2025.383179
	Iteration 9Q: 3 clusters Score -79838.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -79839.351562 Penalty: 2025.383179
	Iteration 10Q: 3 clusters Score -79839.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -79839.351562 Penalty: 2025.383179
	Iteration 11F: 3 clusters Score -79839.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (10906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Entering Unmasked Estep 
Score: -1142347.875000 Penalty: 1383.403809
	Iteration 0F: 2 clusters Score -1142348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1135023.250000 Penalty: 2766.807617
	Iteration 0F: 3 clusters Score -1135023 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1137384.000000 Penalty: 2766.807617
	Iteration 1F: 3 clusters Score -1137384 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1137706.125000 Penalty: 2766.807617
	Iteration 2F: 3 clusters Score -1137706 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1137902.250000 Penalty: 2766.807617
	Iteration 3Q: 3 clusters Score -1137902 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1138062.125000 Penalty: 2766.807617
	Iteration 4Q: 3 clusters Score -1138062 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1138189.625000 Penalty: 2766.807617
	Iteration 5Q: 3 clusters Score -1138190 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1138327.000000 Penalty: 2766.807617
	Iteration 6Q: 3 clusters Score -1138327 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1138465.875000 Penalty: 2766.807617
	Iteration 7Q: 3 clusters Score -1138466 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1138594.125000 Penalty: 2766.807617
	Iteration 8Q: 3 clusters Score -1138594 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1138724.125000 Penalty: 2766.807617
	Iteration 9Q: 3 clusters Score -1138724 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1138889.000000 Penalty: 2766.807617
	Iteration 10Q: 3 clusters Score -1138889 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1139108.875000 Penalty: 2766.807617
	Iteration 11Q: 3 clusters Score -1139109 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1139346.625000 Penalty: 2766.807617
	Iteration 12Q: 3 clusters Score -1139347 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1139566.250000 Penalty: 2766.807617
	Iteration 13Q: 3 clusters Score -1139566 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1139819.000000 Penalty: 2766.807617
	Iteration 14Q: 3 clusters Score -1139819 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1140076.375000 Penalty: 2766.807617
	Iteration 15Q: 3 clusters Score -1140076 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1140318.000000 Penalty: 2766.807617
	Iteration 16Q: 3 clusters Score -1140318 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1140527.500000 Penalty: 2766.807617
	Iteration 17Q: 3 clusters Score -1140528 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1140720.500000 Penalty: 2766.807617
	Iteration 18Q: 3 clusters Score -1140720 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1140892.500000 Penalty: 2766.807617
	Iteration 19Q: 3 clusters Score -1140892 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1141038.750000 Penalty: 2766.807617
	Iteration 20F: 3 clusters Score -1141039 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1141154.375000 Penalty: 2766.807617
	Iteration 21Q: 3 clusters Score -1141154 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1141242.750000 Penalty: 2766.807617
	Iteration 22Q: 3 clusters Score -1141243 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1141302.500000 Penalty: 2766.807617
	Iteration 23Q: 3 clusters Score -1141302 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1141364.375000 Penalty: 2766.807617
	Iteration 24Q: 3 clusters Score -1141364 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1141411.375000 Penalty: 2766.807617
	Iteration 25Q: 3 clusters Score -1141411 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1141451.750000 Penalty: 2766.807617
	Iteration 26Q: 3 clusters Score -1141452 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1141488.875000 Penalty: 2766.807617
	Iteration 27Q: 3 clusters Score -1141489 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1141512.250000 Penalty: 2766.807617
	Iteration 28Q: 3 clusters Score -1141512 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1141539.625000 Penalty: 2766.807617
	Iteration 29Q: 3 clusters Score -1141540 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1141557.375000 Penalty: 2766.807617
	Iteration 30Q: 3 clusters Score -1141557 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1141566.875000 Penalty: 2766.807617
	Iteration 31Q: 3 clusters Score -1141567 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1141577.500000 Penalty: 2766.807617
	Iteration 32Q: 3 clusters Score -1141578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1141583.875000 Penalty: 2766.807617
	Iteration 33Q: 3 clusters Score -1141584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1141587.625000 Penalty: 2766.807617
	Iteration 34Q: 3 clusters Score -1141588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1141591.375000 Penalty: 2766.807617
	Iteration 35Q: 3 clusters Score -1141591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1141599.375000 Penalty: 2766.807617
	Iteration 36Q: 3 clusters Score -1141599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1141600.875000 Penalty: 2766.807617
	Iteration 37Q: 3 clusters Score -1141601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1141602.500000 Penalty: 2766.807617
	Iteration 38Q: 3 clusters Score -1141602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1141605.750000 Penalty: 2766.807617
	Iteration 39Q: 3 clusters Score -1141606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1141609.500000 Penalty: 2766.807617
	Iteration 40F: 3 clusters Score -1141610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1141610.000000 Penalty: 2766.807617
	Iteration 41Q: 3 clusters Score -1141610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1141609.750000 Penalty: 2766.807617
	Iteration 42Q: 3 clusters Score -1141610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1141610.625000 Penalty: 2766.807617
	Iteration 43Q: 3 clusters Score -1141611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1141611.750000 Penalty: 2766.807617
	Iteration 44Q: 3 clusters Score -1141612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1141611.875000 Penalty: 2766.807617
	Iteration 45Q: 3 clusters Score -1141612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1141614.125000 Penalty: 2766.807617
	Iteration 46Q: 3 clusters Score -1141614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1141614.125000 Penalty: 2766.807617
	Iteration 47Q: 3 clusters Score -1141614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1141614.125000 Penalty: 2766.807617
	Iteration 48F: 3 clusters Score -1141614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 106501 members 
Mstep: Class 3 contains 19606 members 
Mstep: Class 4 contains 36878 members 
Mstep: Class 5 contains 66689 members 
Mstep: Class 6 contains 115623 members 
Mstep: Class 7 contains 5524 members 
Mstep: Class 8 contains 14886 members 
Mstep: Class 9 contains 20227 members 
Mstep: Class 10 contains 23040 members 
Mstep: Class 11 contains 49795 members 
Mstep: Class 12 contains 4128 members 
Mstep: Class 13 contains 9898 members 
Mstep: Class 14 contains 1753 members 
Mstep: Class 15 contains 5369 members 
Mstep: Class 16 contains 40380 members 
Mstep: Class 17 contains 8398 members 
Mstep: Class 18 contains 20218 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38138 members 
Mstep: Class 21 contains 12315 members 
Mstep: Class 22 contains 19826 members 
Mstep: Class 23 contains 13086 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2125 members 
Mstep: Class 26 contains 3388 members 
Mstep: Class 27 contains 23432 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10361 members 
Mstep: Class 30 contains 38577 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7484 members 
Mstep: Class 33 contains 20359 members 
Mstep: Class 34 contains 8787 members 
Mstep: Class 35 contains 19387 members 
Mstep: Class 36 contains 722 members 
Mstep: Class 37 contains 6135 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4905 members 
Mstep: Class 40 contains 1950 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14324 members 
Mstep: Class 44 contains 3627 members 
Mstep: Class 45 contains 4121 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130832.000000 Penalty: 97921.867188
Iteration 199Q: 49 clusters Score -8.813083e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 106498 members 
Mstep: Class 3 contains 19607 members 
Mstep: Class 4 contains 36866 members 
Mstep: Class 5 contains 66690 members 
Mstep: Class 6 contains 115619 members 
Mstep: Class 7 contains 5523 members 
Mstep: Class 8 contains 14877 members 
Mstep: Class 9 contains 20226 members 
Mstep: Class 10 contains 23047 members 
Mstep: Class 11 contains 49796 members 
Mstep: Class 12 contains 4128 members 
Mstep: Class 13 contains 9897 members 
Mstep: Class 14 contains 1752 members 
Mstep: Class 15 contains 5369 members 
Mstep: Class 16 contains 40376 members 
Mstep: Class 17 contains 8397 members 
Mstep: Class 18 contains 20217 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38136 members 
Mstep: Class 21 contains 12315 members 
Mstep: Class 22 contains 19825 members 
Mstep: Class 23 contains 13088 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2125 members 
Mstep: Class 26 contains 3388 members 
Mstep: Class 27 contains 23433 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10361 members 
Mstep: Class 30 contains 38577 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7485 members 
Mstep: Class 33 contains 20384 members 
Mstep: Class 34 contains 8786 members 
Mstep: Class 35 contains 19385 members 
Mstep: Class 36 contains 723 members 
Mstep: Class 37 contains 6135 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4902 members 
Mstep: Class 40 contains 1950 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14331 members 
Mstep: Class 44 contains 3627 members 
Mstep: Class 45 contains 4121 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130704.000000 Penalty: 97921.867188
Iteration 200F: 49 clusters Score -8.81307e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 106497 members 
Mstep: Class 3 contains 19607 members 
Mstep: Class 4 contains 36848 members 
Mstep: Class 5 contains 66689 members 
Mstep: Class 6 contains 115619 members 
Mstep: Class 7 contains 5523 members 
Mstep: Class 8 contains 14870 members 
Mstep: Class 9 contains 20224 members 
Mstep: Class 10 contains 23062 members 
Mstep: Class 11 contains 49797 members 
Mstep: Class 12 contains 4128 members 
Mstep: Class 13 contains 9899 members 
Mstep: Class 14 contains 1751 members 
Mstep: Class 15 contains 5367 members 
Mstep: Class 16 contains 40364 members 
Mstep: Class 17 contains 8397 members 
Mstep: Class 18 contains 20212 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38131 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19825 members 
Mstep: Class 23 contains 13089 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2125 members 
Mstep: Class 26 contains 3388 members 
Mstep: Class 27 contains 23435 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10359 members 
Mstep: Class 30 contains 38580 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7485 members 
Mstep: Class 33 contains 20410 members 
Mstep: Class 34 contains 8786 members 
Mstep: Class 35 contains 19384 members 
Mstep: Class 36 contains 723 members 
Mstep: Class 37 contains 6136 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4904 members 
Mstep: Class 40 contains 1950 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14335 members 
Mstep: Class 44 contains 3627 members 
Mstep: Class 45 contains 4122 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130816.000000 Penalty: 97921.867188
Iteration 201Q: 49 clusters Score -8.813082e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 106499 members 
Mstep: Class 3 contains 19606 members 
Mstep: Class 4 contains 36837 members 
Mstep: Class 5 contains 66689 members 
Mstep: Class 6 contains 115613 members 
Mstep: Class 7 contains 5523 members 
Mstep: Class 8 contains 14860 members 
Mstep: Class 9 contains 20223 members 
Mstep: Class 10 contains 23074 members 
Mstep: Class 11 contains 49797 members 
Mstep: Class 12 contains 4128 members 
Mstep: Class 13 contains 9899 members 
Mstep: Class 14 contains 1751 members 
Mstep: Class 15 contains 5367 members 
Mstep: Class 16 contains 40359 members 
Mstep: Class 17 contains 8397 members 
Mstep: Class 18 contains 20213 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38127 members 
Mstep: Class 21 contains 12313 members 
Mstep: Class 22 contains 19825 members 
Mstep: Class 23 contains 13090 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2125 members 
Mstep: Class 26 contains 3388 members 
Mstep: Class 27 contains 23439 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10357 members 
Mstep: Class 30 contains 38583 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7485 members 
Mstep: Class 33 contains 20424 members 
Mstep: Class 34 contains 8784 members 
Mstep: Class 35 contains 19383 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 6135 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4904 members 
Mstep: Class 40 contains 1951 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14340 members 
Mstep: Class 44 contains 3627 members 
Mstep: Class 45 contains 4123 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130768.000000 Penalty: 97921.867188
Iteration 202Q: 49 clusters Score -8.813077e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 106495 members 
Mstep: Class 3 contains 19606 members 
Mstep: Class 4 contains 36829 members 
Mstep: Class 5 contains 66691 members 
Mstep: Class 6 contains 115620 members 
Mstep: Class 7 contains 5523 members 
Mstep: Class 8 contains 14847 members 
Mstep: Class 9 contains 20224 members 
Mstep: Class 10 contains 23083 members 
Mstep: Class 11 contains 49795 members 
Mstep: Class 12 contains 4128 members 
Mstep: Class 13 contains 9900 members 
Mstep: Class 14 contains 1750 members 
Mstep: Class 15 contains 5370 members 
Mstep: Class 16 contains 40354 members 
Mstep: Class 17 contains 8397 members 
Mstep: Class 18 contains 20206 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38125 members 
Mstep: Class 21 contains 12313 members 
Mstep: Class 22 contains 19825 members 
Mstep: Class 23 contains 13089 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2125 members 
Mstep: Class 26 contains 3388 members 
Mstep: Class 27 contains 23442 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10358 members 
Mstep: Class 30 contains 38583 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7485 members 
Mstep: Class 33 contains 20438 members 
Mstep: Class 34 contains 8782 members 
Mstep: Class 35 contains 19384 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6133 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4903 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14343 members 
Mstep: Class 44 contains 3627 members 
Mstep: Class 45 contains 4123 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130640.000000 Penalty: 97921.867188
Iteration 203Q: 49 clusters Score -8.813064e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 106493 members 
Mstep: Class 3 contains 19606 members 
Mstep: Class 4 contains 36824 members 
Mstep: Class 5 contains 66691 members 
Mstep: Class 6 contains 115618 members 
Mstep: Class 7 contains 5523 members 
Mstep: Class 8 contains 14827 members 
Mstep: Class 9 contains 20224 members 
Mstep: Class 10 contains 23089 members 
Mstep: Class 11 contains 49797 members 
Mstep: Class 12 contains 4128 members 
Mstep: Class 13 contains 9902 members 
Mstep: Class 14 contains 1749 members 
Mstep: Class 15 contains 5370 members 
Mstep: Class 16 contains 40357 members 
Mstep: Class 17 contains 8397 members 
Mstep: Class 18 contains 20202 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38124 members 
Mstep: Class 21 contains 12313 members 
Mstep: Class 22 contains 19826 members 
Mstep: Class 23 contains 13089 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2126 members 
Mstep: Class 26 contains 3388 members 
Mstep: Class 27 contains 23443 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10359 members 
Mstep: Class 30 contains 38586 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7485 members 
Mstep: Class 33 contains 20449 members 
Mstep: Class 34 contains 8782 members 
Mstep: Class 35 contains 19384 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6133 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4905 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14343 members 
Mstep: Class 44 contains 3628 members 
Mstep: Class 45 contains 4124 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130664.000000 Penalty: 97921.867188
Iteration 204Q: 49 clusters Score -8.813066e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 106493 members 
Mstep: Class 3 contains 19607 members 
Mstep: Class 4 contains 36816 members 
Mstep: Class 5 contains 66690 members 
Mstep: Class 6 contains 115615 members 
Mstep: Class 7 contains 5523 members 
Mstep: Class 8 contains 14815 members 
Mstep: Class 9 contains 20224 members 
Mstep: Class 10 contains 23094 members 
Mstep: Class 11 contains 49798 members 
Mstep: Class 12 contains 4128 members 
Mstep: Class 13 contains 9903 members 
Mstep: Class 14 contains 1748 members 
Mstep: Class 15 contains 5371 members 
Mstep: Class 16 contains 40356 members 
Mstep: Class 17 contains 8397 members 
Mstep: Class 18 contains 20201 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38122 members 
Mstep: Class 21 contains 12313 members 
Mstep: Class 22 contains 19828 members 
Mstep: Class 23 contains 13089 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2124 members 
Mstep: Class 26 contains 3388 members 
Mstep: Class 27 contains 23443 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10360 members 
Mstep: Class 30 contains 38589 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7485 members 
Mstep: Class 33 contains 20464 members 
Mstep: Class 34 contains 8783 members 
Mstep: Class 35 contains 19383 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6133 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4906 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14343 members 
Mstep: Class 44 contains 3628 members 
Mstep: Class 45 contains 4124 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130648.000000 Penalty: 97921.867188
Iteration 205Q: 49 clusters Score -8.813065e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 106494 members 
Mstep: Class 3 contains 19608 members 
Mstep: Class 4 contains 36810 members 
Mstep: Class 5 contains 66691 members 
Mstep: Class 6 contains 115614 members 
Mstep: Class 7 contains 5523 members 
Mstep: Class 8 contains 14805 members 
Mstep: Class 9 contains 20224 members 
Mstep: Class 10 contains 23096 members 
Mstep: Class 11 contains 49798 members 
Mstep: Class 12 contains 4128 members 
Mstep: Class 13 contains 9904 members 
Mstep: Class 14 contains 1748 members 
Mstep: Class 15 contains 5370 members 
Mstep: Class 16 contains 40352 members 
Mstep: Class 17 contains 8397 members 
Mstep: Class 18 contains 20197 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38122 members 
Mstep: Class 21 contains 12313 members 
Mstep: Class 22 contains 19828 members 
Mstep: Class 23 contains 13088 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2124 members 
Mstep: Class 26 contains 3388 members 
Mstep: Class 27 contains 23444 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10359 members 
Mstep: Class 30 contains 38593 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7485 members 
Mstep: Class 33 contains 20479 members 
Mstep: Class 34 contains 8783 members 
Mstep: Class 35 contains 19383 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6134 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4906 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14344 members 
Mstep: Class 44 contains 3628 members 
Mstep: Class 45 contains 4124 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130680.000000 Penalty: 97921.867188
Iteration 206Q: 49 clusters Score -8.813068e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 106493 members 
Mstep: Class 3 contains 19608 members 
Mstep: Class 4 contains 36810 members 
Mstep: Class 5 contains 66692 members 
Mstep: Class 6 contains 115615 members 
Mstep: Class 7 contains 5523 members 
Mstep: Class 8 contains 14796 members 
Mstep: Class 9 contains 20223 members 
Mstep: Class 10 contains 23101 members 
Mstep: Class 11 contains 49798 members 
Mstep: Class 12 contains 4128 members 
Mstep: Class 13 contains 9905 members 
Mstep: Class 14 contains 1748 members 
Mstep: Class 15 contains 5371 members 
Mstep: Class 16 contains 40348 members 
Mstep: Class 17 contains 8397 members 
Mstep: Class 18 contains 20194 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38122 members 
Mstep: Class 21 contains 12313 members 
Mstep: Class 22 contains 19828 members 
Mstep: Class 23 contains 13086 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2124 members 
Mstep: Class 26 contains 3388 members 
Mstep: Class 27 contains 23443 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10358 members 
Mstep: Class 30 contains 38592 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7485 members 
Mstep: Class 33 contains 20489 members 
Mstep: Class 34 contains 8783 members 
Mstep: Class 35 contains 19385 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6133 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4906 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14346 members 
Mstep: Class 44 contains 3628 members 
Mstep: Class 45 contains 4125 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130624.000000 Penalty: 97921.867188
Iteration 207Q: 49 clusters Score -8.813062e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 106492 members 
Mstep: Class 3 contains 19608 members 
Mstep: Class 4 contains 36808 members 
Mstep: Class 5 contains 66693 members 
Mstep: Class 6 contains 115618 members 
Mstep: Class 7 contains 5523 members 
Mstep: Class 8 contains 14784 members 
Mstep: Class 9 contains 20222 members 
Mstep: Class 10 contains 23103 members 
Mstep: Class 11 contains 49798 members 
Mstep: Class 12 contains 4128 members 
Mstep: Class 13 contains 9905 members 
Mstep: Class 14 contains 1748 members 
Mstep: Class 15 contains 5372 members 
Mstep: Class 16 contains 40347 members 
Mstep: Class 17 contains 8397 members 
Mstep: Class 18 contains 20189 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38122 members 
Mstep: Class 21 contains 12313 members 
Mstep: Class 22 contains 19828 members 
Mstep: Class 23 contains 13087 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2125 members 
Mstep: Class 26 contains 3388 members 
Mstep: Class 27 contains 23443 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10358 members 
Mstep: Class 30 contains 38593 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7484 members 
Mstep: Class 33 contains 20501 members 
Mstep: Class 34 contains 8782 members 
Mstep: Class 35 contains 19386 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6131 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4906 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14347 members 
Mstep: Class 44 contains 3628 members 
Mstep: Class 45 contains 4127 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130664.000000 Penalty: 97921.867188
Iteration 208Q: 49 clusters Score -8.813066e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 106490 members 
Mstep: Class 3 contains 19609 members 
Mstep: Class 4 contains 36804 members 
Mstep: Class 5 contains 66693 members 
Mstep: Class 6 contains 115616 members 
Mstep: Class 7 contains 5523 members 
Mstep: Class 8 contains 14777 members 
Mstep: Class 9 contains 20223 members 
Mstep: Class 10 contains 23109 members 
Mstep: Class 11 contains 49799 members 
Mstep: Class 12 contains 4128 members 
Mstep: Class 13 contains 9905 members 
Mstep: Class 14 contains 1748 members 
Mstep: Class 15 contains 5372 members 
Mstep: Class 16 contains 40345 members 
Mstep: Class 17 contains 8397 members 
Mstep: Class 18 contains 20184 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38121 members 
Mstep: Class 21 contains 12313 members 
Mstep: Class 22 contains 19827 members 
Mstep: Class 23 contains 13088 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 3388 members 
Mstep: Class 27 contains 23443 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10361 members 
Mstep: Class 30 contains 38593 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7483 members 
Mstep: Class 33 contains 20511 members 
Mstep: Class 34 contains 8781 members 
Mstep: Class 35 contains 19385 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6129 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4905 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14349 members 
Mstep: Class 44 contains 3628 members 
Mstep: Class 45 contains 4129 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130568.000000 Penalty: 97921.867188
Iteration 209Q: 49 clusters Score -8.813057e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 106489 members 
Mstep: Class 3 contains 19609 members 
Mstep: Class 4 contains 36802 members 
Mstep: Class 5 contains 66691 members 
Mstep: Class 6 contains 115615 members 
Mstep: Class 7 contains 5523 members 
Mstep: Class 8 contains 14769 members 
Mstep: Class 9 contains 20223 members 
Mstep: Class 10 contains 23113 members 
Mstep: Class 11 contains 49799 members 
Mstep: Class 12 contains 4128 members 
Mstep: Class 13 contains 9905 members 
Mstep: Class 14 contains 1748 members 
Mstep: Class 15 contains 5372 members 
Mstep: Class 16 contains 40349 members 
Mstep: Class 17 contains 8396 members 
Mstep: Class 18 contains 20185 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38119 members 
Mstep: Class 21 contains 12313 members 
Mstep: Class 22 contains 19828 members 
Mstep: Class 23 contains 13088 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 3388 members 
Mstep: Class 27 contains 23444 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10360 members 
Mstep: Class 30 contains 38596 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7482 members 
Mstep: Class 33 contains 20519 members 
Mstep: Class 34 contains 8780 members 
Mstep: Class 35 contains 19384 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6127 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4905 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14350 members 
Mstep: Class 44 contains 3628 members 
Mstep: Class 45 contains 4129 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130632.000000 Penalty: 97921.867188
Iteration 210Q: 49 clusters Score -8.813063e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 106488 members 
Mstep: Class 3 contains 19609 members 
Mstep: Class 4 contains 36796 members 
Mstep: Class 5 contains 66692 members 
Mstep: Class 6 contains 115618 members 
Mstep: Class 7 contains 5523 members 
Mstep: Class 8 contains 14764 members 
Mstep: Class 9 contains 20223 members 
Mstep: Class 10 contains 23120 members 
Mstep: Class 11 contains 49800 members 
Mstep: Class 12 contains 4128 members 
Mstep: Class 13 contains 9905 members 
Mstep: Class 14 contains 1748 members 
Mstep: Class 15 contains 5372 members 
Mstep: Class 16 contains 40348 members 
Mstep: Class 17 contains 8396 members 
Mstep: Class 18 contains 20178 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38118 members 
Mstep: Class 21 contains 12313 members 
Mstep: Class 22 contains 19828 members 
Mstep: Class 23 contains 13088 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 3388 members 
Mstep: Class 27 contains 23447 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10358 members 
Mstep: Class 30 contains 38596 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7482 members 
Mstep: Class 33 contains 20530 members 
Mstep: Class 34 contains 8779 members 
Mstep: Class 35 contains 19381 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6128 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4905 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14350 members 
Mstep: Class 44 contains 3628 members 
Mstep: Class 45 contains 4129 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130616.000000 Penalty: 97921.867188
Iteration 211Q: 49 clusters Score -8.813062e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 106490 members 
Mstep: Class 3 contains 19610 members 
Mstep: Class 4 contains 36791 members 
Mstep: Class 5 contains 66694 members 
Mstep: Class 6 contains 115616 members 
Mstep: Class 7 contains 5523 members 
Mstep: Class 8 contains 14755 members 
Mstep: Class 9 contains 20224 members 
Mstep: Class 10 contains 23125 members 
Mstep: Class 11 contains 49799 members 
Mstep: Class 12 contains 4128 members 
Mstep: Class 13 contains 9906 members 
Mstep: Class 14 contains 1748 members 
Mstep: Class 15 contains 5372 members 
Mstep: Class 16 contains 40348 members 
Mstep: Class 17 contains 8396 members 
Mstep: Class 18 contains 20167 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38117 members 
Mstep: Class 21 contains 12313 members 
Mstep: Class 22 contains 19828 members 
Mstep: Class 23 contains 13088 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 3388 members 
Mstep: Class 27 contains 23447 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10357 members 
Mstep: Class 30 contains 38599 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7483 members 
Mstep: Class 33 contains 20543 members 
Mstep: Class 34 contains 8781 members 
Mstep: Class 35 contains 19380 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6127 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4905 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14351 members 
Mstep: Class 44 contains 3628 members 
Mstep: Class 45 contains 4129 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130648.000000 Penalty: 97921.867188
Iteration 212Q: 49 clusters Score -8.813065e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106486 members 
Mstep: Class 3 contains 19611 members 
Mstep: Class 4 contains 36787 members 
Mstep: Class 5 contains 66696 members 
Mstep: Class 6 contains 115616 members 
Mstep: Class 7 contains 5523 members 
Mstep: Class 8 contains 14747 members 
Mstep: Class 9 contains 20221 members 
Mstep: Class 10 contains 23133 members 
Mstep: Class 11 contains 49800 members 
Mstep: Class 12 contains 4128 members 
Mstep: Class 13 contains 9908 members 
Mstep: Class 14 contains 1748 members 
Mstep: Class 15 contains 5372 members 
Mstep: Class 16 contains 40348 members 
Mstep: Class 17 contains 8396 members 
Mstep: Class 18 contains 20157 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38113 members 
Mstep: Class 21 contains 12313 members 
Mstep: Class 22 contains 19830 members 
Mstep: Class 23 contains 13088 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 3388 members 
Mstep: Class 27 contains 23447 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10355 members 
Mstep: Class 30 contains 38603 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7483 members 
Mstep: Class 33 contains 20553 members 
Mstep: Class 34 contains 8785 members 
Mstep: Class 35 contains 19378 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6127 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4905 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14353 members 
Mstep: Class 44 contains 3628 members 
Mstep: Class 45 contains 4129 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130792.000000 Penalty: 97921.867188
Iteration 213Q: 49 clusters Score -8.813079e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106487 members 
Mstep: Class 3 contains 19612 members 
Mstep: Class 4 contains 36781 members 
Mstep: Class 5 contains 66698 members 
Mstep: Class 6 contains 115612 members 
Mstep: Class 7 contains 5522 members 
Mstep: Class 8 contains 14735 members 
Mstep: Class 9 contains 20222 members 
Mstep: Class 10 contains 23142 members 
Mstep: Class 11 contains 49800 members 
Mstep: Class 12 contains 4128 members 
Mstep: Class 13 contains 9909 members 
Mstep: Class 14 contains 1748 members 
Mstep: Class 15 contains 5372 members 
Mstep: Class 16 contains 40348 members 
Mstep: Class 17 contains 8396 members 
Mstep: Class 18 contains 20151 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38110 members 
Mstep: Class 21 contains 12313 members 
Mstep: Class 22 contains 19829 members 
Mstep: Class 23 contains 13088 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 3388 members 
Mstep: Class 27 contains 23446 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10355 members 
Mstep: Class 30 contains 38606 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7483 members 
Mstep: Class 33 contains 20565 members 
Mstep: Class 34 contains 8786 members 
Mstep: Class 35 contains 19376 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6127 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4905 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14357 members 
Mstep: Class 44 contains 3629 members 
Mstep: Class 45 contains 4129 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130792.000000 Penalty: 97921.867188
Iteration 214Q: 49 clusters Score -8.813079e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106486 members 
Mstep: Class 3 contains 19613 members 
Mstep: Class 4 contains 36777 members 
Mstep: Class 5 contains 66697 members 
Mstep: Class 6 contains 115610 members 
Mstep: Class 7 contains 5521 members 
Mstep: Class 8 contains 14722 members 
Mstep: Class 9 contains 20222 members 
Mstep: Class 10 contains 23145 members 
Mstep: Class 11 contains 49799 members 
Mstep: Class 12 contains 4128 members 
Mstep: Class 13 contains 9910 members 
Mstep: Class 14 contains 1748 members 
Mstep: Class 15 contains 5372 members 
Mstep: Class 16 contains 40352 members 
Mstep: Class 17 contains 8396 members 
Mstep: Class 18 contains 20142 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38111 members 
Mstep: Class 21 contains 12313 members 
Mstep: Class 22 contains 19830 members 
Mstep: Class 23 contains 13088 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 3388 members 
Mstep: Class 27 contains 23446 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10355 members 
Mstep: Class 30 contains 38610 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7483 members 
Mstep: Class 33 contains 20580 members 
Mstep: Class 34 contains 8787 members 
Mstep: Class 35 contains 19373 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6127 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4905 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14360 members 
Mstep: Class 44 contains 3630 members 
Mstep: Class 45 contains 4129 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130808.000000 Penalty: 97921.867188
Iteration 215Q: 49 clusters Score -8.813081e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106485 members 
Mstep: Class 3 contains 19612 members 
Mstep: Class 4 contains 36769 members 
Mstep: Class 5 contains 66697 members 
Mstep: Class 6 contains 115610 members 
Mstep: Class 7 contains 5520 members 
Mstep: Class 8 contains 14709 members 
Mstep: Class 9 contains 20224 members 
Mstep: Class 10 contains 23155 members 
Mstep: Class 11 contains 49800 members 
Mstep: Class 12 contains 4128 members 
Mstep: Class 13 contains 9910 members 
Mstep: Class 14 contains 1747 members 
Mstep: Class 15 contains 5372 members 
Mstep: Class 16 contains 40354 members 
Mstep: Class 17 contains 8396 members 
Mstep: Class 18 contains 20138 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38111 members 
Mstep: Class 21 contains 12313 members 
Mstep: Class 22 contains 19830 members 
Mstep: Class 23 contains 13087 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2129 members 
Mstep: Class 26 contains 3388 members 
Mstep: Class 27 contains 23445 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10354 members 
Mstep: Class 30 contains 38611 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7483 members 
Mstep: Class 33 contains 20594 members 
Mstep: Class 34 contains 8787 members 
Mstep: Class 35 contains 19371 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6126 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4905 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14362 members 
Mstep: Class 44 contains 3632 members 
Mstep: Class 45 contains 4129 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130760.000000 Penalty: 97921.867188
Iteration 216Q: 49 clusters Score -8.813076e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106482 members 
Mstep: Class 3 contains 19611 members 
Mstep: Class 4 contains 36762 members 
Mstep: Class 5 contains 66697 members 
Mstep: Class 6 contains 115611 members 
Mstep: Class 7 contains 5520 members 
Mstep: Class 8 contains 14693 members 
Mstep: Class 9 contains 20228 members 
Mstep: Class 10 contains 23161 members 
Mstep: Class 11 contains 49802 members 
Mstep: Class 12 contains 4128 members 
Mstep: Class 13 contains 9910 members 
Mstep: Class 14 contains 1746 members 
Mstep: Class 15 contains 5372 members 
Mstep: Class 16 contains 40359 members 
Mstep: Class 17 contains 8396 members 
Mstep: Class 18 contains 20136 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38111 members 
Mstep: Class 21 contains 12313 members 
Mstep: Class 22 contains 19830 members 
Mstep: Class 23 contains 13087 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2130 members 
Mstep: Class 26 contains 3388 members 
Mstep: Class 27 contains 23444 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10355 members 
Mstep: Class 30 contains 38616 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7484 members 
Mstep: Class 33 contains 20600 members 
Mstep: Class 34 contains 8786 members 
Mstep: Class 35 contains 19369 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6126 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4905 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14364 members 
Mstep: Class 44 contains 3632 members 
Mstep: Class 45 contains 4129 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130760.000000 Penalty: 97921.867188
Iteration 217Q: 49 clusters Score -8.813076e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106478 members 
Mstep: Class 3 contains 19611 members 
Mstep: Class 4 contains 36756 members 
Mstep: Class 5 contains 66698 members 
Mstep: Class 6 contains 115612 members 
Mstep: Class 7 contains 5520 members 
Mstep: Class 8 contains 14685 members 
Mstep: Class 9 contains 20232 members 
Mstep: Class 10 contains 23163 members 
Mstep: Class 11 contains 49803 members 
Mstep: Class 12 contains 4128 members 
Mstep: Class 13 contains 9910 members 
Mstep: Class 14 contains 1746 members 
Mstep: Class 15 contains 5372 members 
Mstep: Class 16 contains 40359 members 
Mstep: Class 17 contains 8396 members 
Mstep: Class 18 contains 20132 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38111 members 
Mstep: Class 21 contains 12313 members 
Mstep: Class 22 contains 19833 members 
Mstep: Class 23 contains 13087 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2130 members 
Mstep: Class 26 contains 3388 members 
Mstep: Class 27 contains 23444 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10355 members 
Mstep: Class 30 contains 38619 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7484 members 
Mstep: Class 33 contains 20605 members 
Mstep: Class 34 contains 8786 members 
Mstep: Class 35 contains 19369 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6126 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4905 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14366 members 
Mstep: Class 44 contains 3632 members 
Mstep: Class 45 contains 4129 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130824.000000 Penalty: 97921.867188
Iteration 218Q: 49 clusters Score -8.813082e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106475 members 
Mstep: Class 3 contains 19612 members 
Mstep: Class 4 contains 36748 members 
Mstep: Class 5 contains 66697 members 
Mstep: Class 6 contains 115614 members 
Mstep: Class 7 contains 5520 members 
Mstep: Class 8 contains 14675 members 
Mstep: Class 9 contains 20232 members 
Mstep: Class 10 contains 23168 members 
Mstep: Class 11 contains 49804 members 
Mstep: Class 12 contains 4128 members 
Mstep: Class 13 contains 9910 members 
Mstep: Class 14 contains 1746 members 
Mstep: Class 15 contains 5372 members 
Mstep: Class 16 contains 40360 members 
Mstep: Class 17 contains 8396 members 
Mstep: Class 18 contains 20133 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38112 members 
Mstep: Class 21 contains 12313 members 
Mstep: Class 22 contains 19835 members 
Mstep: Class 23 contains 13087 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2130 members 
Mstep: Class 26 contains 3388 members 
Mstep: Class 27 contains 23444 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10353 members 
Mstep: Class 30 contains 38623 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7484 members 
Mstep: Class 33 contains 20611 members 
Mstep: Class 34 contains 8786 members 
Mstep: Class 35 contains 19368 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6126 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4905 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14367 members 
Mstep: Class 44 contains 3632 members 
Mstep: Class 45 contains 4129 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130760.000000 Penalty: 97921.867188
Iteration 219Q: 49 clusters Score -8.813076e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106474 members 
Mstep: Class 3 contains 19612 members 
Mstep: Class 4 contains 36745 members 
Mstep: Class 5 contains 66695 members 
Mstep: Class 6 contains 115616 members 
Mstep: Class 7 contains 5520 members 
Mstep: Class 8 contains 14664 members 
Mstep: Class 9 contains 20233 members 
Mstep: Class 10 contains 23177 members 
Mstep: Class 11 contains 49804 members 
Mstep: Class 12 contains 4128 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 1746 members 
Mstep: Class 15 contains 5372 members 
Mstep: Class 16 contains 40357 members 
Mstep: Class 17 contains 8396 members 
Mstep: Class 18 contains 20137 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38111 members 
Mstep: Class 21 contains 12313 members 
Mstep: Class 22 contains 19834 members 
Mstep: Class 23 contains 13087 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2130 members 
Mstep: Class 26 contains 3388 members 
Mstep: Class 27 contains 23445 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10353 members 
Mstep: Class 30 contains 38629 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7484 members 
Mstep: Class 33 contains 20614 members 
Mstep: Class 34 contains 8786 members 
Mstep: Class 35 contains 19364 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6126 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4904 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14367 members 
Mstep: Class 44 contains 3632 members 
Mstep: Class 45 contains 4129 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130776.000000 Penalty: 97921.867188
Iteration 220F: 49 clusters Score -8.813078e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106473 members 
Mstep: Class 3 contains 19612 members 
Mstep: Class 4 contains 36747 members 
Mstep: Class 5 contains 66696 members 
Mstep: Class 6 contains 115613 members 
Mstep: Class 7 contains 5520 members 
Mstep: Class 8 contains 14652 members 
Mstep: Class 9 contains 20233 members 
Mstep: Class 10 contains 23184 members 
Mstep: Class 11 contains 49804 members 
Mstep: Class 12 contains 4128 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 1746 members 
Mstep: Class 15 contains 5372 members 
Mstep: Class 16 contains 40355 members 
Mstep: Class 17 contains 8396 members 
Mstep: Class 18 contains 20141 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38111 members 
Mstep: Class 21 contains 12313 members 
Mstep: Class 22 contains 19834 members 
Mstep: Class 23 contains 13088 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2130 members 
Mstep: Class 26 contains 3388 members 
Mstep: Class 27 contains 23445 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10354 members 
Mstep: Class 30 contains 38629 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7484 members 
Mstep: Class 33 contains 20618 members 
Mstep: Class 34 contains 8786 members 
Mstep: Class 35 contains 19363 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6126 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4903 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14367 members 
Mstep: Class 44 contains 3632 members 
Mstep: Class 45 contains 4129 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130784.000000 Penalty: 97921.867188
Iteration 221Q: 49 clusters Score -8.813078e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106473 members 
Mstep: Class 3 contains 19612 members 
Mstep: Class 4 contains 36746 members 
Mstep: Class 5 contains 66697 members 
Mstep: Class 6 contains 115613 members 
Mstep: Class 7 contains 5521 members 
Mstep: Class 8 contains 14637 members 
Mstep: Class 9 contains 20234 members 
Mstep: Class 10 contains 23191 members 
Mstep: Class 11 contains 49804 members 
Mstep: Class 12 contains 4128 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 1746 members 
Mstep: Class 15 contains 5372 members 
Mstep: Class 16 contains 40358 members 
Mstep: Class 17 contains 8396 members 
Mstep: Class 18 contains 20140 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38111 members 
Mstep: Class 21 contains 12313 members 
Mstep: Class 22 contains 19834 members 
Mstep: Class 23 contains 13089 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2131 members 
Mstep: Class 26 contains 3388 members 
Mstep: Class 27 contains 23446 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10354 members 
Mstep: Class 30 contains 38628 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7484 members 
Mstep: Class 33 contains 20621 members 
Mstep: Class 34 contains 8786 members 
Mstep: Class 35 contains 19362 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6126 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4903 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14367 members 
Mstep: Class 44 contains 3632 members 
Mstep: Class 45 contains 4129 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130776.000000 Penalty: 97921.867188
Iteration 222Q: 49 clusters Score -8.813078e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106471 members 
Mstep: Class 3 contains 19612 members 
Mstep: Class 4 contains 36745 members 
Mstep: Class 5 contains 66697 members 
Mstep: Class 6 contains 115612 members 
Mstep: Class 7 contains 5523 members 
Mstep: Class 8 contains 14624 members 
Mstep: Class 9 contains 20234 members 
Mstep: Class 10 contains 23199 members 
Mstep: Class 11 contains 49804 members 
Mstep: Class 12 contains 4128 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 1746 members 
Mstep: Class 15 contains 5372 members 
Mstep: Class 16 contains 40362 members 
Mstep: Class 17 contains 8396 members 
Mstep: Class 18 contains 20138 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38110 members 
Mstep: Class 21 contains 12313 members 
Mstep: Class 22 contains 19834 members 
Mstep: Class 23 contains 13091 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2131 members 
Mstep: Class 26 contains 3388 members 
Mstep: Class 27 contains 23446 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10353 members 
Mstep: Class 30 contains 38629 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7484 members 
Mstep: Class 33 contains 20625 members 
Mstep: Class 34 contains 8786 members 
Mstep: Class 35 contains 19362 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6126 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4903 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14367 members 
Mstep: Class 44 contains 3632 members 
Mstep: Class 45 contains 4129 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130744.000000 Penalty: 97921.867188
Iteration 223Q: 49 clusters Score -8.813074e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106468 members 
Mstep: Class 3 contains 19612 members 
Mstep: Class 4 contains 36747 members 
Mstep: Class 5 contains 66697 members 
Mstep: Class 6 contains 115612 members 
Mstep: Class 7 contains 5526 members 
Mstep: Class 8 contains 14611 members 
Mstep: Class 9 contains 20233 members 
Mstep: Class 10 contains 23209 members 
Mstep: Class 11 contains 49804 members 
Mstep: Class 12 contains 4128 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 1746 members 
Mstep: Class 15 contains 5372 members 
Mstep: Class 16 contains 40362 members 
Mstep: Class 17 contains 8396 members 
Mstep: Class 18 contains 20137 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38108 members 
Mstep: Class 21 contains 12313 members 
Mstep: Class 22 contains 19833 members 
Mstep: Class 23 contains 13091 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2131 members 
Mstep: Class 26 contains 3388 members 
Mstep: Class 27 contains 23446 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10353 members 
Mstep: Class 30 contains 38631 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7484 members 
Mstep: Class 33 contains 20630 members 
Mstep: Class 34 contains 8786 members 
Mstep: Class 35 contains 19361 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6126 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4903 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14367 members 
Mstep: Class 44 contains 3632 members 
Mstep: Class 45 contains 4129 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130760.000000 Penalty: 97921.867188
Iteration 224Q: 49 clusters Score -8.813076e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106468 members 
Mstep: Class 3 contains 19612 members 
Mstep: Class 4 contains 36752 members 
Mstep: Class 5 contains 66695 members 
Mstep: Class 6 contains 115607 members 
Mstep: Class 7 contains 5525 members 
Mstep: Class 8 contains 14601 members 
Mstep: Class 9 contains 20231 members 
Mstep: Class 10 contains 23217 members 
Mstep: Class 11 contains 49803 members 
Mstep: Class 12 contains 4128 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 1746 members 
Mstep: Class 15 contains 5373 members 
Mstep: Class 16 contains 40361 members 
Mstep: Class 17 contains 8396 members 
Mstep: Class 18 contains 20139 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38108 members 
Mstep: Class 21 contains 12313 members 
Mstep: Class 22 contains 19833 members 
Mstep: Class 23 contains 13091 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2132 members 
Mstep: Class 26 contains 3388 members 
Mstep: Class 27 contains 23446 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10354 members 
Mstep: Class 30 contains 38632 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7484 members 
Mstep: Class 33 contains 20633 members 
Mstep: Class 34 contains 8786 members 
Mstep: Class 35 contains 19361 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6126 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4903 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14367 members 
Mstep: Class 44 contains 3632 members 
Mstep: Class 45 contains 4129 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130720.000000 Penalty: 97921.867188
Iteration 225Q: 49 clusters Score -8.813072e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106467 members 
Mstep: Class 3 contains 19612 members 
Mstep: Class 4 contains 36752 members 
Mstep: Class 5 contains 66698 members 
Mstep: Class 6 contains 115608 members 
Mstep: Class 7 contains 5525 members 
Mstep: Class 8 contains 14584 members 
Mstep: Class 9 contains 20233 members 
Mstep: Class 10 contains 23222 members 
Mstep: Class 11 contains 49803 members 
Mstep: Class 12 contains 4128 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 1746 members 
Mstep: Class 15 contains 5373 members 
Mstep: Class 16 contains 40367 members 
Mstep: Class 17 contains 8396 members 
Mstep: Class 18 contains 20140 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38106 members 
Mstep: Class 21 contains 12313 members 
Mstep: Class 22 contains 19833 members 
Mstep: Class 23 contains 13091 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2132 members 
Mstep: Class 26 contains 3388 members 
Mstep: Class 27 contains 23446 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10354 members 
Mstep: Class 30 contains 38633 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7484 members 
Mstep: Class 33 contains 20638 members 
Mstep: Class 34 contains 8786 members 
Mstep: Class 35 contains 19357 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6126 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4903 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14367 members 
Mstep: Class 44 contains 3632 members 
Mstep: Class 45 contains 4129 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130800.000000 Penalty: 97921.867188
Iteration 226Q: 49 clusters Score -8.81308e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106462 members 
Mstep: Class 3 contains 19612 members 
Mstep: Class 4 contains 36752 members 
Mstep: Class 5 contains 66699 members 
Mstep: Class 6 contains 115609 members 
Mstep: Class 7 contains 5525 members 
Mstep: Class 8 contains 14577 members 
Mstep: Class 9 contains 20236 members 
Mstep: Class 10 contains 23224 members 
Mstep: Class 11 contains 49802 members 
Mstep: Class 12 contains 4128 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 1746 members 
Mstep: Class 15 contains 5373 members 
Mstep: Class 16 contains 40368 members 
Mstep: Class 17 contains 8396 members 
Mstep: Class 18 contains 20140 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38105 members 
Mstep: Class 21 contains 12313 members 
Mstep: Class 22 contains 19834 members 
Mstep: Class 23 contains 13092 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2132 members 
Mstep: Class 26 contains 3388 members 
Mstep: Class 27 contains 23446 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10353 members 
Mstep: Class 30 contains 38633 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7484 members 
Mstep: Class 33 contains 20642 members 
Mstep: Class 34 contains 8786 members 
Mstep: Class 35 contains 19357 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6126 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4903 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14368 members 
Mstep: Class 44 contains 3632 members 
Mstep: Class 45 contains 4129 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130752.000000 Penalty: 97921.867188
Iteration 227Q: 49 clusters Score -8.813075e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106455 members 
Mstep: Class 3 contains 19613 members 
Mstep: Class 4 contains 36750 members 
Mstep: Class 5 contains 66700 members 
Mstep: Class 6 contains 115607 members 
Mstep: Class 7 contains 5525 members 
Mstep: Class 8 contains 14572 members 
Mstep: Class 9 contains 20240 members 
Mstep: Class 10 contains 23226 members 
Mstep: Class 11 contains 49803 members 
Mstep: Class 12 contains 4128 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 1746 members 
Mstep: Class 15 contains 5373 members 
Mstep: Class 16 contains 40365 members 
Mstep: Class 17 contains 8396 members 
Mstep: Class 18 contains 20142 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38104 members 
Mstep: Class 21 contains 12313 members 
Mstep: Class 22 contains 19834 members 
Mstep: Class 23 contains 13094 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2132 members 
Mstep: Class 26 contains 3388 members 
Mstep: Class 27 contains 23446 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10354 members 
Mstep: Class 30 contains 38633 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7484 members 
Mstep: Class 33 contains 20648 members 
Mstep: Class 34 contains 8786 members 
Mstep: Class 35 contains 19356 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6126 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4903 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14369 members 
Mstep: Class 44 contains 3632 members 
Mstep: Class 45 contains 4129 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130792.000000 Penalty: 97921.867188
Iteration 228Q: 49 clusters Score -8.813079e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106448 members 
Mstep: Class 3 contains 19613 members 
Mstep: Class 4 contains 36746 members 
Mstep: Class 5 contains 66702 members 
Mstep: Class 6 contains 115609 members 
Mstep: Class 7 contains 5525 members 
Mstep: Class 8 contains 14567 members 
Mstep: Class 9 contains 20246 members 
Mstep: Class 10 contains 23227 members 
Mstep: Class 11 contains 49803 members 
Mstep: Class 12 contains 4128 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 1746 members 
Mstep: Class 15 contains 5373 members 
Mstep: Class 16 contains 40364 members 
Mstep: Class 17 contains 8396 members 
Mstep: Class 18 contains 20145 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38103 members 
Mstep: Class 21 contains 12313 members 
Mstep: Class 22 contains 19834 members 
Mstep: Class 23 contains 13094 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2132 members 
Mstep: Class 26 contains 3388 members 
Mstep: Class 27 contains 23445 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10354 members 
Mstep: Class 30 contains 38633 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7484 members 
Mstep: Class 33 contains 20657 members 
Mstep: Class 34 contains 8786 members 
Mstep: Class 35 contains 19354 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6124 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4903 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14369 members 
Mstep: Class 44 contains 3632 members 
Mstep: Class 45 contains 4129 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130728.000000 Penalty: 97921.867188
Iteration 229Q: 49 clusters Score -8.813073e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106442 members 
Mstep: Class 3 contains 19613 members 
Mstep: Class 4 contains 36744 members 
Mstep: Class 5 contains 66703 members 
Mstep: Class 6 contains 115617 members 
Mstep: Class 7 contains 5524 members 
Mstep: Class 8 contains 14558 members 
Mstep: Class 9 contains 20245 members 
Mstep: Class 10 contains 23231 members 
Mstep: Class 11 contains 49802 members 
Mstep: Class 12 contains 4128 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 1746 members 
Mstep: Class 15 contains 5373 members 
Mstep: Class 16 contains 40365 members 
Mstep: Class 17 contains 8396 members 
Mstep: Class 18 contains 20147 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38103 members 
Mstep: Class 21 contains 12313 members 
Mstep: Class 22 contains 19833 members 
Mstep: Class 23 contains 13094 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2132 members 
Mstep: Class 26 contains 3388 members 
Mstep: Class 27 contains 23443 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10354 members 
Mstep: Class 30 contains 38633 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7484 members 
Mstep: Class 33 contains 20665 members 
Mstep: Class 34 contains 8786 members 
Mstep: Class 35 contains 19354 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6123 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4903 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14369 members 
Mstep: Class 44 contains 3632 members 
Mstep: Class 45 contains 4129 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130752.000000 Penalty: 97921.867188
Iteration 230Q: 49 clusters Score -8.813075e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106441 members 
Mstep: Class 3 contains 19613 members 
Mstep: Class 4 contains 36744 members 
Mstep: Class 5 contains 66702 members 
Mstep: Class 6 contains 115621 members 
Mstep: Class 7 contains 5524 members 
Mstep: Class 8 contains 14547 members 
Mstep: Class 9 contains 20245 members 
Mstep: Class 10 contains 23233 members 
Mstep: Class 11 contains 49802 members 
Mstep: Class 12 contains 4128 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 1746 members 
Mstep: Class 15 contains 5373 members 
Mstep: Class 16 contains 40366 members 
Mstep: Class 17 contains 8396 members 
Mstep: Class 18 contains 20147 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38103 members 
Mstep: Class 21 contains 12313 members 
Mstep: Class 22 contains 19832 members 
Mstep: Class 23 contains 13093 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2133 members 
Mstep: Class 26 contains 3388 members 
Mstep: Class 27 contains 23443 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10354 members 
Mstep: Class 30 contains 38634 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7484 members 
Mstep: Class 33 contains 20674 members 
Mstep: Class 34 contains 8785 members 
Mstep: Class 35 contains 19352 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6122 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4904 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14369 members 
Mstep: Class 44 contains 3632 members 
Mstep: Class 45 contains 4129 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130768.000000 Penalty: 97921.867188
Iteration 231Q: 49 clusters Score -8.813077e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106444 members 
Mstep: Class 3 contains 19613 members 
Mstep: Class 4 contains 36739 members 
Mstep: Class 5 contains 66700 members 
Mstep: Class 6 contains 115622 members 
Mstep: Class 7 contains 5524 members 
Mstep: Class 8 contains 14537 members 
Mstep: Class 9 contains 20247 members 
Mstep: Class 10 contains 23237 members 
Mstep: Class 11 contains 49803 members 
Mstep: Class 12 contains 4128 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 1746 members 
Mstep: Class 15 contains 5373 members 
Mstep: Class 16 contains 40365 members 
Mstep: Class 17 contains 8396 members 
Mstep: Class 18 contains 20149 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38103 members 
Mstep: Class 21 contains 12313 members 
Mstep: Class 22 contains 19832 members 
Mstep: Class 23 contains 13093 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2133 members 
Mstep: Class 26 contains 3388 members 
Mstep: Class 27 contains 23442 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10355 members 
Mstep: Class 30 contains 38637 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7483 members 
Mstep: Class 33 contains 20683 members 
Mstep: Class 34 contains 8783 members 
Mstep: Class 35 contains 19348 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6122 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4904 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14369 members 
Mstep: Class 44 contains 3632 members 
Mstep: Class 45 contains 4129 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130680.000000 Penalty: 97921.867188
Iteration 232Q: 49 clusters Score -8.813068e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106443 members 
Mstep: Class 3 contains 19613 members 
Mstep: Class 4 contains 36732 members 
Mstep: Class 5 contains 66699 members 
Mstep: Class 6 contains 115621 members 
Mstep: Class 7 contains 5524 members 
Mstep: Class 8 contains 14526 members 
Mstep: Class 9 contains 20248 members 
Mstep: Class 10 contains 23240 members 
Mstep: Class 11 contains 49803 members 
Mstep: Class 12 contains 4128 members 
Mstep: Class 13 contains 9912 members 
Mstep: Class 14 contains 1746 members 
Mstep: Class 15 contains 5373 members 
Mstep: Class 16 contains 40363 members 
Mstep: Class 17 contains 8396 members 
Mstep: Class 18 contains 20149 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38103 members 
Mstep: Class 21 contains 12313 members 
Mstep: Class 22 contains 19832 members 
Mstep: Class 23 contains 13093 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2133 members 
Mstep: Class 26 contains 3388 members 
Mstep: Class 27 contains 23442 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10356 members 
Mstep: Class 30 contains 38640 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7483 members 
Mstep: Class 33 contains 20696 members 
Mstep: Class 34 contains 8783 members 
Mstep: Class 35 contains 19349 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6122 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4904 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14369 members 
Mstep: Class 44 contains 3632 members 
Mstep: Class 45 contains 4129 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130648.000000 Penalty: 97921.867188
Iteration 233Q: 49 clusters Score -8.813065e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106442 members 
Mstep: Class 3 contains 19613 members 
Mstep: Class 4 contains 36724 members 
Mstep: Class 5 contains 66700 members 
Mstep: Class 6 contains 115623 members 
Mstep: Class 7 contains 5524 members 
Mstep: Class 8 contains 14517 members 
Mstep: Class 9 contains 20247 members 
Mstep: Class 10 contains 23244 members 
Mstep: Class 11 contains 49804 members 
Mstep: Class 12 contains 4128 members 
Mstep: Class 13 contains 9912 members 
Mstep: Class 14 contains 1746 members 
Mstep: Class 15 contains 5373 members 
Mstep: Class 16 contains 40357 members 
Mstep: Class 17 contains 8396 members 
Mstep: Class 18 contains 20151 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38102 members 
Mstep: Class 21 contains 12313 members 
Mstep: Class 22 contains 19831 members 
Mstep: Class 23 contains 13093 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2134 members 
Mstep: Class 26 contains 3388 members 
Mstep: Class 27 contains 23444 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10357 members 
Mstep: Class 30 contains 38638 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7483 members 
Mstep: Class 33 contains 20709 members 
Mstep: Class 34 contains 8783 members 
Mstep: Class 35 contains 19348 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6123 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4904 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14369 members 
Mstep: Class 44 contains 3634 members 
Mstep: Class 45 contains 4129 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130728.000000 Penalty: 97921.867188
Iteration 234Q: 49 clusters Score -8.813073e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106443 members 
Mstep: Class 3 contains 19613 members 
Mstep: Class 4 contains 36722 members 
Mstep: Class 5 contains 66702 members 
Mstep: Class 6 contains 115620 members 
Mstep: Class 7 contains 5524 members 
Mstep: Class 8 contains 14510 members 
Mstep: Class 9 contains 20247 members 
Mstep: Class 10 contains 23245 members 
Mstep: Class 11 contains 49805 members 
Mstep: Class 12 contains 4128 members 
Mstep: Class 13 contains 9912 members 
Mstep: Class 14 contains 1746 members 
Mstep: Class 15 contains 5373 members 
Mstep: Class 16 contains 40354 members 
Mstep: Class 17 contains 8396 members 
Mstep: Class 18 contains 20150 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38102 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19829 members 
Mstep: Class 23 contains 13093 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2135 members 
Mstep: Class 26 contains 3388 members 
Mstep: Class 27 contains 23447 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10357 members 
Mstep: Class 30 contains 38639 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7483 members 
Mstep: Class 33 contains 20716 members 
Mstep: Class 34 contains 8783 members 
Mstep: Class 35 contains 19347 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6123 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4904 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14370 members 
Mstep: Class 44 contains 3634 members 
Mstep: Class 45 contains 4129 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130736.000000 Penalty: 97921.867188
Iteration 235Q: 49 clusters Score -8.813074e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106441 members 
Mstep: Class 3 contains 19613 members 
Mstep: Class 4 contains 36723 members 
Mstep: Class 5 contains 66702 members 
Mstep: Class 6 contains 115623 members 
Mstep: Class 7 contains 5524 members 
Mstep: Class 8 contains 14497 members 
Mstep: Class 9 contains 20247 members 
Mstep: Class 10 contains 23249 members 
Mstep: Class 11 contains 49805 members 
Mstep: Class 12 contains 4129 members 
Mstep: Class 13 contains 9912 members 
Mstep: Class 14 contains 1746 members 
Mstep: Class 15 contains 5373 members 
Mstep: Class 16 contains 40352 members 
Mstep: Class 17 contains 8396 members 
Mstep: Class 18 contains 20150 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38101 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19827 members 
Mstep: Class 23 contains 13094 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2137 members 
Mstep: Class 26 contains 3388 members 
Mstep: Class 27 contains 23448 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10359 members 
Mstep: Class 30 contains 38642 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7483 members 
Mstep: Class 33 contains 20721 members 
Mstep: Class 34 contains 8783 members 
Mstep: Class 35 contains 19344 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6123 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4904 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14370 members 
Mstep: Class 44 contains 3634 members 
Mstep: Class 45 contains 4129 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130808.000000 Penalty: 97921.867188
Iteration 236Q: 49 clusters Score -8.813081e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106441 members 
Mstep: Class 3 contains 19613 members 
Mstep: Class 4 contains 36724 members 
Mstep: Class 5 contains 66703 members 
Mstep: Class 6 contains 115622 members 
Mstep: Class 7 contains 5524 members 
Mstep: Class 8 contains 14485 members 
Mstep: Class 9 contains 20246 members 
Mstep: Class 10 contains 23255 members 
Mstep: Class 11 contains 49804 members 
Mstep: Class 12 contains 4130 members 
Mstep: Class 13 contains 9912 members 
Mstep: Class 14 contains 1745 members 
Mstep: Class 15 contains 5373 members 
Mstep: Class 16 contains 40352 members 
Mstep: Class 17 contains 8396 members 
Mstep: Class 18 contains 20148 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38099 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19828 members 
Mstep: Class 23 contains 13095 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2140 members 
Mstep: Class 26 contains 3388 members 
Mstep: Class 27 contains 23449 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10356 members 
Mstep: Class 30 contains 38642 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7483 members 
Mstep: Class 33 contains 20731 members 
Mstep: Class 34 contains 8783 members 
Mstep: Class 35 contains 19342 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6123 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4904 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14370 members 
Mstep: Class 44 contains 3634 members 
Mstep: Class 45 contains 4129 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130728.000000 Penalty: 97921.867188
Iteration 237Q: 49 clusters Score -8.813073e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106441 members 
Mstep: Class 3 contains 19613 members 
Mstep: Class 4 contains 36724 members 
Mstep: Class 5 contains 66706 members 
Mstep: Class 6 contains 115625 members 
Mstep: Class 7 contains 5524 members 
Mstep: Class 8 contains 14470 members 
Mstep: Class 9 contains 20244 members 
Mstep: Class 10 contains 23266 members 
Mstep: Class 11 contains 49803 members 
Mstep: Class 12 contains 4132 members 
Mstep: Class 13 contains 9912 members 
Mstep: Class 14 contains 1744 members 
Mstep: Class 15 contains 5373 members 
Mstep: Class 16 contains 40348 members 
Mstep: Class 17 contains 8396 members 
Mstep: Class 18 contains 20149 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38098 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19827 members 
Mstep: Class 23 contains 13094 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2141 members 
Mstep: Class 26 contains 3389 members 
Mstep: Class 27 contains 23449 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10355 members 
Mstep: Class 30 contains 38644 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7483 members 
Mstep: Class 33 contains 20739 members 
Mstep: Class 34 contains 8780 members 
Mstep: Class 35 contains 19340 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6123 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4904 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14370 members 
Mstep: Class 44 contains 3634 members 
Mstep: Class 45 contains 4129 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130840.000000 Penalty: 97921.867188
Iteration 238Q: 49 clusters Score -8.813084e+07 nChanged 31
Entering ConstructFrom: 
Score: -88130840.000000 Penalty: 97921.867188
Entering ConstructFrom: 
Trying to split cluster 1 (11490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Entering Unmasked Estep 
Score: -1208522.750000 Penalty: 1391.165894
	Iteration 0F: 2 clusters Score -1208523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1200783.375000 Penalty: 2782.331787
	Iteration 0F: 3 clusters Score -1200783 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1203355.000000 Penalty: 2782.331787
	Iteration 1F: 3 clusters Score -1203355 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1203698.875000 Penalty: 2782.331787
	Iteration 2F: 3 clusters Score -1203699 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1203970.750000 Penalty: 2782.331787
	Iteration 3F: 3 clusters Score -1203971 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1204152.750000 Penalty: 2782.331787
	Iteration 4Q: 3 clusters Score -1204153 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1204308.000000 Penalty: 2782.331787
	Iteration 5Q: 3 clusters Score -1204308 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1204423.625000 Penalty: 2782.331787
	Iteration 6Q: 3 clusters Score -1204424 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1204527.500000 Penalty: 2782.331787
	Iteration 7Q: 3 clusters Score -1204528 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1204630.750000 Penalty: 2782.331787
	Iteration 8Q: 3 clusters Score -1204631 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1204729.250000 Penalty: 2782.331787
	Iteration 9Q: 3 clusters Score -1204729 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1204840.750000 Penalty: 2782.331787
	Iteration 10Q: 3 clusters Score -1204841 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1204977.625000 Penalty: 2782.331787
	Iteration 11Q: 3 clusters Score -1204978 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1205133.875000 Penalty: 2782.331787
	Iteration 12Q: 3 clusters Score -1205134 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1205313.250000 Penalty: 2782.331787
	Iteration 13Q: 3 clusters Score -1205313 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1205545.625000 Penalty: 2782.331787
	Iteration 14Q: 3 clusters Score -1205546 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1205797.625000 Penalty: 2782.331787
	Iteration 15Q: 3 clusters Score -1205798 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1206054.375000 Penalty: 2782.331787
	Iteration 16Q: 3 clusters Score -1206054 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1206321.875000 Penalty: 2782.331787
	Iteration 17Q: 3 clusters Score -1206322 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1206569.250000 Penalty: 2782.331787
	Iteration 18Q: 3 clusters Score -1206569 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1206783.625000 Penalty: 2782.331787
	Iteration 19Q: 3 clusters Score -1206784 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1206961.500000 Penalty: 2782.331787
	Iteration 20F: 3 clusters Score -1206962 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1207097.000000 Penalty: 2782.331787
	Iteration 21Q: 3 clusters Score -1207097 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1207198.375000 Penalty: 2782.331787
	Iteration 22Q: 3 clusters Score -1207198 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1207281.250000 Penalty: 2782.331787
	Iteration 23Q: 3 clusters Score -1207281 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1207354.375000 Penalty: 2782.331787
	Iteration 24Q: 3 clusters Score -1207354 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1207414.625000 Penalty: 2782.331787
	Iteration 25Q: 3 clusters Score -1207415 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1207470.125000 Penalty: 2782.331787
	Iteration 26Q: 3 clusters Score -1207470 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1207502.875000 Penalty: 2782.331787
	Iteration 27Q: 3 clusters Score -1207503 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1207523.500000 Penalty: 2782.331787
	Iteration 28Q: 3 clusters Score -1207524 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1207539.750000 Penalty: 2782.331787
	Iteration 29Q: 3 clusters Score -1207540 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -1207556.875000 Penalty: 2782.331787
	Iteration 30Q: 3 clusters Score -1207557 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1207562.500000 Penalty: 2782.331787
	Iteration 31Q: 3 clusters Score -1207562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1207565.625000 Penalty: 2782.331787
	Iteration 32Q: 3 clusters Score -1207566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1207573.250000 Penalty: 2782.331787
	Iteration 33Q: 3 clusters Score -1207573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1207576.500000 Penalty: 2782.331787
	Iteration 34Q: 3 clusters Score -1207576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1207578.000000 Penalty: 2782.331787
	Iteration 35Q: 3 clusters Score -1207578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -1207580.125000 Penalty: 2782.331787
	Iteration 36Q: 3 clusters Score -1207580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1207582.125000 Penalty: 2782.331787
	Iteration 37Q: 3 clusters Score -1207582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1207584.875000 Penalty: 2782.331787
	Iteration 38Q: 3 clusters Score -1207585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1207586.250000 Penalty: 2782.331787
	Iteration 39Q: 3 clusters Score -1207586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1207588.375000 Penalty: 2782.331787
	Iteration 40F: 3 clusters Score -1207588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -1207588.000000 Penalty: 2782.331787
	Iteration 41Q: 3 clusters Score -1207588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -1207590.250000 Penalty: 2782.331787
	Iteration 42Q: 3 clusters Score -1207590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1207594.250000 Penalty: 2782.331787
	Iteration 43Q: 3 clusters Score -1207594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -1207594.125000 Penalty: 2782.331787
	Iteration 44Q: 3 clusters Score -1207594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -1207594.125000 Penalty: 2782.331787
	Iteration 45F: 3 clusters Score -1207594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (106439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106439 members 
Entering Unmasked Estep 
Score: -10770452.000000 Penalty: 1722.408691
	Iteration 0F: 2 clusters Score -1.077045e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53185 members 
Mstep: Class 2 contains 53254 members 
Entering Unmasked Estep 
Score: -10700589.000000 Penalty: 3444.817383
	Iteration 0F: 3 clusters Score -1.070059e+07 nChanged 50236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51953 members 
Mstep: Class 2 contains 54486 members 
Entering Unmasked Estep 
Score: -10729791.000000 Penalty: 3444.817383
	Iteration 1F: 3 clusters Score -1.072979e+07 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51098 members 
Mstep: Class 2 contains 55341 members 
Entering Unmasked Estep 
Score: -10731100.000000 Penalty: 3444.817383
	Iteration 2Q: 3 clusters Score -1.07311e+07 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49852 members 
Mstep: Class 2 contains 56587 members 
Entering Unmasked Estep 
Score: -10732618.000000 Penalty: 3444.817383
	Iteration 3Q: 3 clusters Score -1.073262e+07 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47934 members 
Mstep: Class 2 contains 58505 members 
Entering Unmasked Estep 
Score: -10734789.000000 Penalty: 3444.817383
	Iteration 4Q: 3 clusters Score -1.073479e+07 nChanged 5590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45324 members 
Mstep: Class 2 contains 61115 members 
Entering Unmasked Estep 
Score: -10737520.000000 Penalty: 3444.817383
	Iteration 5F: 3 clusters Score -1.073752e+07 nChanged 6123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42107 members 
Mstep: Class 2 contains 64332 members 
Entering Unmasked Estep 
Score: -10741254.000000 Penalty: 3444.817383
	Iteration 6F: 3 clusters Score -1.074125e+07 nChanged 6431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38538 members 
Mstep: Class 2 contains 67901 members 
Entering Unmasked Estep 
Score: -10745710.000000 Penalty: 3444.817383
	Iteration 7F: 3 clusters Score -1.074571e+07 nChanged 6221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35145 members 
Mstep: Class 2 contains 71294 members 
Entering Unmasked Estep 
Score: -10750254.000000 Penalty: 3444.817383
	Iteration 8F: 3 clusters Score -1.075025e+07 nChanged 5430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32321 members 
Mstep: Class 2 contains 74118 members 
Entering Unmasked Estep 
Score: -10753899.000000 Penalty: 3444.817383
	Iteration 9F: 3 clusters Score -1.07539e+07 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30077 members 
Mstep: Class 2 contains 76362 members 
Entering Unmasked Estep 
Score: -10756121.000000 Penalty: 3444.817383
	Iteration 10Q: 3 clusters Score -1.075612e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28142 members 
Mstep: Class 2 contains 78297 members 
Entering Unmasked Estep 
Score: -10757347.000000 Penalty: 3444.817383
	Iteration 11Q: 3 clusters Score -1.075735e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 80123 members 
Entering Unmasked Estep 
Score: -10758110.000000 Penalty: 3444.817383
	Iteration 12Q: 3 clusters Score -1.075811e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24485 members 
Mstep: Class 2 contains 81954 members 
Entering Unmasked Estep 
Score: -10758829.000000 Penalty: 3444.817383
	Iteration 13Q: 3 clusters Score -1.075883e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 83789 members 
Entering Unmasked Estep 
Score: -10759515.000000 Penalty: 3444.817383
	Iteration 14Q: 3 clusters Score -1.075952e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 85569 members 
Entering Unmasked Estep 
Score: -10760192.000000 Penalty: 3444.817383
	Iteration 15Q: 3 clusters Score -1.076019e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 87317 members 
Entering Unmasked Estep 
Score: -10760929.000000 Penalty: 3444.817383
	Iteration 16Q: 3 clusters Score -1.076093e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 89043 members 
Entering Unmasked Estep 
Score: -10761582.000000 Penalty: 3444.817383
	Iteration 17Q: 3 clusters Score -1.076158e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 90755 members 
Entering Unmasked Estep 
Score: -10762411.000000 Penalty: 3444.817383
	Iteration 18Q: 3 clusters Score -1.076241e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 92371 members 
Entering Unmasked Estep 
Score: -10763226.000000 Penalty: 3444.817383
	Iteration 19Q: 3 clusters Score -1.076323e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 93838 members 
Entering Unmasked Estep 
Score: -10763973.000000 Penalty: 3444.817383
	Iteration 20F: 3 clusters Score -1.076397e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 95222 members 
Entering Unmasked Estep 
Score: -10764720.000000 Penalty: 3444.817383
	Iteration 21Q: 3 clusters Score -1.076472e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 96490 members 
Entering Unmasked Estep 
Score: -10765516.000000 Penalty: 3444.817383
	Iteration 22Q: 3 clusters Score -1.076552e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 97634 members 
Entering Unmasked Estep 
Score: -10766161.000000 Penalty: 3444.817383
	Iteration 23Q: 3 clusters Score -1.076616e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 98607 members 
Entering Unmasked Estep 
Score: -10766741.000000 Penalty: 3444.817383
	Iteration 24Q: 3 clusters Score -1.076674e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 99415 members 
Entering Unmasked Estep 
Score: -10767178.000000 Penalty: 3444.817383
	Iteration 25Q: 3 clusters Score -1.076718e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 100129 members 
Entering Unmasked Estep 
Score: -10767539.000000 Penalty: 3444.817383
	Iteration 26Q: 3 clusters Score -1.076754e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 100747 members 
Entering Unmasked Estep 
Score: -10767871.000000 Penalty: 3444.817383
	Iteration 27Q: 3 clusters Score -1.076787e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 101319 members 
Entering Unmasked Estep 
Score: -10768146.000000 Penalty: 3444.817383
	Iteration 28Q: 3 clusters Score -1.076815e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 101812 members 
Entering Unmasked Estep 
Score: -10768403.000000 Penalty: 3444.817383
	Iteration 29Q: 3 clusters Score -1.07684e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 102222 members 
Entering Unmasked Estep 
Score: -10768578.000000 Penalty: 3444.817383
	Iteration 30Q: 3 clusters Score -1.076858e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 102566 members 
Entering Unmasked Estep 
Score: -10768711.000000 Penalty: 3444.817383
	Iteration 31Q: 3 clusters Score -1.076871e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 102864 members 
Entering Unmasked Estep 
Score: -10768784.000000 Penalty: 3444.817383
	Iteration 32Q: 3 clusters Score -1.076878e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 103110 members 
Entering Unmasked Estep 
Score: -10768875.000000 Penalty: 3444.817383
	Iteration 33Q: 3 clusters Score -1.076888e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 103325 members 
Entering Unmasked Estep 
Score: -10768897.000000 Penalty: 3444.817383
	Iteration 34Q: 3 clusters Score -1.07689e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 103506 members 
Entering Unmasked Estep 
Score: -10768972.000000 Penalty: 3444.817383
	Iteration 35Q: 3 clusters Score -1.076897e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 103646 members 
Entering Unmasked Estep 
Score: -10769018.000000 Penalty: 3444.817383
	Iteration 36Q: 3 clusters Score -1.076902e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 103778 members 
Entering Unmasked Estep 
Score: -10769082.000000 Penalty: 3444.817383
	Iteration 37Q: 3 clusters Score -1.076908e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 103881 members 
Entering Unmasked Estep 
Score: -10769122.000000 Penalty: 3444.817383
	Iteration 38Q: 3 clusters Score -1.076912e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 103986 members 
Entering Unmasked Estep 
Score: -10769145.000000 Penalty: 3444.817383
	Iteration 39Q: 3 clusters Score -1.076914e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 104077 members 
Entering Unmasked Estep 
Score: -10769157.000000 Penalty: 3444.817383
	Iteration 40F: 3 clusters Score -1.076916e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 104145 members 
Entering Unmasked Estep 
Score: -10769204.000000 Penalty: 3444.817383
	Iteration 41Q: 3 clusters Score -1.07692e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 104215 members 
Entering Unmasked Estep 
Score: -10769221.000000 Penalty: 3444.817383
	Iteration 42Q: 3 clusters Score -1.076922e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 104276 members 
Entering Unmasked Estep 
Score: -10769238.000000 Penalty: 3444.817383
	Iteration 43Q: 3 clusters Score -1.076924e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 104336 members 
Entering Unmasked Estep 
Score: -10769258.000000 Penalty: 3444.817383
	Iteration 44Q: 3 clusters Score -1.076926e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 104392 members 
Entering Unmasked Estep 
Score: -10769279.000000 Penalty: 3444.817383
	Iteration 45Q: 3 clusters Score -1.076928e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 104438 members 
Entering Unmasked Estep 
Score: -10769281.000000 Penalty: 3444.817383
	Iteration 46Q: 3 clusters Score -1.076928e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 104470 members 
Entering Unmasked Estep 
Score: -10769297.000000 Penalty: 3444.817383
	Iteration 47Q: 3 clusters Score -1.07693e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 104513 members 
Entering Unmasked Estep 
Score: -10769319.000000 Penalty: 3444.817383
	Iteration 48Q: 3 clusters Score -1.076932e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 104558 members 
Entering Unmasked Estep 
Score: -10769338.000000 Penalty: 3444.817383
	Iteration 49Q: 3 clusters Score -1.076934e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 104603 members 
Entering Unmasked Estep 
Score: -10769352.000000 Penalty: 3444.817383
	Iteration 50Q: 3 clusters Score -1.076935e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 104641 members 
Entering Unmasked Estep 
Score: -10769370.000000 Penalty: 3444.817383
	Iteration 51Q: 3 clusters Score -1.076937e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 104679 members 
Entering Unmasked Estep 
Score: -10769377.000000 Penalty: 3444.817383
	Iteration 52Q: 3 clusters Score -1.076938e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 104700 members 
Entering Unmasked Estep 
Score: -10769373.000000 Penalty: 3444.817383
	Iteration 53Q: 3 clusters Score -1.076937e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 104718 members 
Entering Unmasked Estep 
Score: -10769377.000000 Penalty: 3444.817383
	Iteration 54Q: 3 clusters Score -1.076938e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 104734 members 
Entering Unmasked Estep 
Score: -10769371.000000 Penalty: 3444.817383
	Iteration 55Q: 3 clusters Score -1.076937e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 104750 members 
Entering Unmasked Estep 
Score: -10769386.000000 Penalty: 3444.817383
	Iteration 56Q: 3 clusters Score -1.076939e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 104762 members 
Entering Unmasked Estep 
Score: -10769393.000000 Penalty: 3444.817383
	Iteration 57Q: 3 clusters Score -1.076939e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 104773 members 
Entering Unmasked Estep 
Score: -10769397.000000 Penalty: 3444.817383
	Iteration 58Q: 3 clusters Score -1.07694e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 104781 members 
Entering Unmasked Estep 
Score: -10769399.000000 Penalty: 3444.817383
	Iteration 59Q: 3 clusters Score -1.07694e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 104791 members 
Entering Unmasked Estep 
Score: -10769390.000000 Penalty: 3444.817383
	Iteration 60F: 3 clusters Score -1.076939e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 104801 members 
Entering Unmasked Estep 
Score: -10769402.000000 Penalty: 3444.817383
	Iteration 61Q: 3 clusters Score -1.07694e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 104808 members 
Entering Unmasked Estep 
Score: -10769401.000000 Penalty: 3444.817383
	Iteration 62Q: 3 clusters Score -1.07694e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 104817 members 
Entering Unmasked Estep 
Score: -10769398.000000 Penalty: 3444.817383
	Iteration 63Q: 3 clusters Score -1.07694e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 104824 members 
Entering Unmasked Estep 
Score: -10769395.000000 Penalty: 3444.817383
	Iteration 64Q: 3 clusters Score -1.07694e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 104830 members 
Entering Unmasked Estep 
Score: -10769405.000000 Penalty: 3444.817383
	Iteration 65Q: 3 clusters Score -1.07694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 104833 members 
Entering Unmasked Estep 
Score: -10769400.000000 Penalty: 3444.817383
	Iteration 66Q: 3 clusters Score -1.07694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 104834 members 
Entering Unmasked Estep 
Score: -10769398.000000 Penalty: 3444.817383
	Iteration 67Q: 3 clusters Score -1.07694e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 104839 members 
Entering Unmasked Estep 
Score: -10769388.000000 Penalty: 3444.817383
	Iteration 68Q: 3 clusters Score -1.076939e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 104842 members 
Entering Unmasked Estep 
Score: -10769388.000000 Penalty: 3444.817383
	Iteration 69Q: 3 clusters Score -1.076939e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 104844 members 
Entering Unmasked Estep 
Score: -10769383.000000 Penalty: 3444.817383
	Iteration 70Q: 3 clusters Score -1.076938e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 104843 members 
Entering Unmasked Estep 
Score: -10769383.000000 Penalty: 3444.817383
	Iteration 71Q: 3 clusters Score -1.076938e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 104844 members 
Entering Unmasked Estep 
Score: -10769383.000000 Penalty: 3444.817383
	Iteration 72Q: 3 clusters Score -1.076938e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 104846 members 
Entering Unmasked Estep 
Score: -10769381.000000 Penalty: 3444.817383
	Iteration 73Q: 3 clusters Score -1.076938e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 104847 members 
Entering Unmasked Estep 
Score: -10769382.000000 Penalty: 3444.817383
	Iteration 74Q: 3 clusters Score -1.076938e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 104847 members 
Entering Unmasked Estep 
Score: -10769382.000000 Penalty: 3444.817383
	Iteration 75F: 3 clusters Score -1.076938e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Entering Unmasked Estep 
Score: -2039233.250000 Penalty: 1470.731567
	Iteration 0F: 2 clusters Score -2039233 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -2026459.625000 Penalty: 2941.463135
	Iteration 0F: 3 clusters Score -2026460 nChanged 8639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -2031149.250000 Penalty: 2941.463135
	Iteration 1F: 3 clusters Score -2031149 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -2031659.125000 Penalty: 2941.463135
	Iteration 2F: 3 clusters Score -2031659 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -2032203.500000 Penalty: 2941.463135
	Iteration 3F: 3 clusters Score -2032204 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -2032889.000000 Penalty: 2941.463135
	Iteration 4F: 3 clusters Score -2032889 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -2033736.625000 Penalty: 2941.463135
	Iteration 5F: 3 clusters Score -2033737 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -2034652.250000 Penalty: 2941.463135
	Iteration 6F: 3 clusters Score -2034652 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -2035512.875000 Penalty: 2941.463135
	Iteration 7F: 3 clusters Score -2035513 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -2036208.625000 Penalty: 2941.463135
	Iteration 8Q: 3 clusters Score -2036209 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -2036725.875000 Penalty: 2941.463135
	Iteration 9Q: 3 clusters Score -2036726 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -2037086.250000 Penalty: 2941.463135
	Iteration 10Q: 3 clusters Score -2037086 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -2037343.875000 Penalty: 2941.463135
	Iteration 11Q: 3 clusters Score -2037344 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -2037570.500000 Penalty: 2941.463135
	Iteration 12Q: 3 clusters Score -2037570 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -2037736.000000 Penalty: 2941.463135
	Iteration 13Q: 3 clusters Score -2037736 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -2037821.750000 Penalty: 2941.463135
	Iteration 14Q: 3 clusters Score -2037822 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -2037883.875000 Penalty: 2941.463135
	Iteration 15Q: 3 clusters Score -2037884 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -2037926.750000 Penalty: 2941.463135
	Iteration 16Q: 3 clusters Score -2037927 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -2037967.250000 Penalty: 2941.463135
	Iteration 17Q: 3 clusters Score -2037967 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -2037999.125000 Penalty: 2941.463135
	Iteration 18Q: 3 clusters Score -2037999 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -2038022.625000 Penalty: 2941.463135
	Iteration 19Q: 3 clusters Score -2038023 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -2038031.625000 Penalty: 2941.463135
	Iteration 20F: 3 clusters Score -2038032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -2038035.875000 Penalty: 2941.463135
	Iteration 21Q: 3 clusters Score -2038036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -2038043.375000 Penalty: 2941.463135
	Iteration 22Q: 3 clusters Score -2038043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -2038044.625000 Penalty: 2941.463135
	Iteration 23Q: 3 clusters Score -2038045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -2038051.625000 Penalty: 2941.463135
	Iteration 24Q: 3 clusters Score -2038052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -2038055.625000 Penalty: 2941.463135
	Iteration 25Q: 3 clusters Score -2038056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -2038061.750000 Penalty: 2941.463135
	Iteration 26Q: 3 clusters Score -2038062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -2038067.000000 Penalty: 2941.463135
	Iteration 27Q: 3 clusters Score -2038067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -2038065.875000 Penalty: 2941.463135
	Iteration 28Q: 3 clusters Score -2038066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -2038072.750000 Penalty: 2941.463135
	Iteration 29Q: 3 clusters Score -2038073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -2038077.750000 Penalty: 2941.463135
	Iteration 30Q: 3 clusters Score -2038078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -2038082.875000 Penalty: 2941.463135
	Iteration 31Q: 3 clusters Score -2038083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -2038086.750000 Penalty: 2941.463135
	Iteration 32Q: 3 clusters Score -2038087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -2038090.500000 Penalty: 2941.463135
	Iteration 33Q: 3 clusters Score -2038090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -2038089.875000 Penalty: 2941.463135
	Iteration 34Q: 3 clusters Score -2038090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -2038095.750000 Penalty: 2941.463135
	Iteration 35Q: 3 clusters Score -2038096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -2038099.000000 Penalty: 2941.463135
	Iteration 36Q: 3 clusters Score -2038099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -2038098.375000 Penalty: 2941.463135
	Iteration 37Q: 3 clusters Score -2038098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -2038098.375000 Penalty: 2941.463135
	Iteration 38F: 3 clusters Score -2038098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (36722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36722 members 
Entering Unmasked Estep 
Score: -3813837.250000 Penalty: 1564.056396
	Iteration 0F: 2 clusters Score -3813837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -3789964.250000 Penalty: 3128.112793
	Iteration 0F: 3 clusters Score -3789964 nChanged 16714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -3799112.000000 Penalty: 3128.112793
	Iteration 1F: 3 clusters Score -3799112 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -3799668.000000 Penalty: 3128.112793
	Iteration 2Q: 3 clusters Score -3799668 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -3800267.000000 Penalty: 3128.112793
	Iteration 3Q: 3 clusters Score -3800267 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -3800836.750000 Penalty: 3128.112793
	Iteration 4Q: 3 clusters Score -3800837 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -3801441.000000 Penalty: 3128.112793
	Iteration 5Q: 3 clusters Score -3801441 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 21257 members 
Entering Unmasked Estep 
Score: -3802035.750000 Penalty: 3128.112793
	Iteration 6Q: 3 clusters Score -3802036 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -3802798.250000 Penalty: 3128.112793
	Iteration 7Q: 3 clusters Score -3802798 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 23455 members 
Entering Unmasked Estep 
Score: -3803620.250000 Penalty: 3128.112793
	Iteration 8Q: 3 clusters Score -3803620 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 24856 members 
Entering Unmasked Estep 
Score: -3804560.500000 Penalty: 3128.112793
	Iteration 9Q: 3 clusters Score -3804560 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 26450 members 
Entering Unmasked Estep 
Score: -3805596.750000 Penalty: 3128.112793
	Iteration 10F: 3 clusters Score -3805597 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 28163 members 
Entering Unmasked Estep 
Score: -3806754.500000 Penalty: 3128.112793
	Iteration 11Q: 3 clusters Score -3806754 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 29857 members 
Entering Unmasked Estep 
Score: -3807906.000000 Penalty: 3128.112793
	Iteration 12Q: 3 clusters Score -3807906 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 31353 members 
Entering Unmasked Estep 
Score: -3808973.000000 Penalty: 3128.112793
	Iteration 13Q: 3 clusters Score -3808973 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 32655 members 
Entering Unmasked Estep 
Score: -3809901.000000 Penalty: 3128.112793
	Iteration 14Q: 3 clusters Score -3809901 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 33730 members 
Entering Unmasked Estep 
Score: -3810693.750000 Penalty: 3128.112793
	Iteration 15Q: 3 clusters Score -3810694 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 34514 members 
Entering Unmasked Estep 
Score: -3811275.500000 Penalty: 3128.112793
	Iteration 16Q: 3 clusters Score -3811276 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 35079 members 
Entering Unmasked Estep 
Score: -3811690.750000 Penalty: 3128.112793
	Iteration 17Q: 3 clusters Score -3811691 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 35461 members 
Entering Unmasked Estep 
Score: -3811965.250000 Penalty: 3128.112793
	Iteration 18Q: 3 clusters Score -3811965 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 35700 members 
Entering Unmasked Estep 
Score: -3812155.000000 Penalty: 3128.112793
	Iteration 19Q: 3 clusters Score -3812155 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 35867 members 
Entering Unmasked Estep 
Score: -3812313.250000 Penalty: 3128.112793
	Iteration 20F: 3 clusters Score -3812313 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 35956 members 
Entering Unmasked Estep 
Score: -3812390.500000 Penalty: 3128.112793
	Iteration 21Q: 3 clusters Score -3812390 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 36035 members 
Entering Unmasked Estep 
Score: -3812473.000000 Penalty: 3128.112793
	Iteration 22Q: 3 clusters Score -3812473 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 36087 members 
Entering Unmasked Estep 
Score: -3812518.750000 Penalty: 3128.112793
	Iteration 23Q: 3 clusters Score -3812519 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 36120 members 
Entering Unmasked Estep 
Score: -3812550.250000 Penalty: 3128.112793
	Iteration 24Q: 3 clusters Score -3812550 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 36146 members 
Entering Unmasked Estep 
Score: -3812573.000000 Penalty: 3128.112793
	Iteration 25Q: 3 clusters Score -3812573 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 36166 members 
Entering Unmasked Estep 
Score: -3812594.750000 Penalty: 3128.112793
	Iteration 26Q: 3 clusters Score -3812595 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 36190 members 
Entering Unmasked Estep 
Score: -3812615.000000 Penalty: 3128.112793
	Iteration 27Q: 3 clusters Score -3812615 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 36204 members 
Entering Unmasked Estep 
Score: -3812622.750000 Penalty: 3128.112793
	Iteration 28Q: 3 clusters Score -3812623 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 36211 members 
Entering Unmasked Estep 
Score: -3812635.750000 Penalty: 3128.112793
	Iteration 29Q: 3 clusters Score -3812636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 36216 members 
Entering Unmasked Estep 
Score: -3812639.000000 Penalty: 3128.112793
	Iteration 30Q: 3 clusters Score -3812639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 36221 members 
Entering Unmasked Estep 
Score: -3812644.750000 Penalty: 3128.112793
	Iteration 31Q: 3 clusters Score -3812645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 36227 members 
Entering Unmasked Estep 
Score: -3812646.750000 Penalty: 3128.112793
	Iteration 32Q: 3 clusters Score -3812647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 36231 members 
Entering Unmasked Estep 
Score: -3812651.250000 Penalty: 3128.112793
	Iteration 33Q: 3 clusters Score -3812651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 36232 members 
Entering Unmasked Estep 
Score: -3812651.500000 Penalty: 3128.112793
	Iteration 34Q: 3 clusters Score -3812652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 36236 members 
Entering Unmasked Estep 
Score: -3812654.500000 Penalty: 3128.112793
	Iteration 35Q: 3 clusters Score -3812654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 36238 members 
Entering Unmasked Estep 
Score: -3812655.750000 Penalty: 3128.112793
	Iteration 36Q: 3 clusters Score -3812656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 36242 members 
Entering Unmasked Estep 
Score: -3812659.750000 Penalty: 3128.112793
	Iteration 37Q: 3 clusters Score -3812660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 36245 members 
Entering Unmasked Estep 
Score: -3812664.250000 Penalty: 3128.112793
	Iteration 38Q: 3 clusters Score -3812664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 36249 members 
Entering Unmasked Estep 
Score: -3812672.500000 Penalty: 3128.112793
	Iteration 39Q: 3 clusters Score -3812672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 36253 members 
Entering Unmasked Estep 
Score: -3812667.250000 Penalty: 3128.112793
	Iteration 40F: 3 clusters Score -3812667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 36256 members 
Entering Unmasked Estep 
Score: -3812671.000000 Penalty: 3128.112793
	Iteration 41Q: 3 clusters Score -3812671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 36258 members 
Entering Unmasked Estep 
Score: -3812672.250000 Penalty: 3128.112793
	Iteration 42Q: 3 clusters Score -3812672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 36258 members 
Entering Unmasked Estep 
Score: -3812672.250000 Penalty: 3128.112793
	Iteration 43F: 3 clusters Score -3812672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (66708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66708 members 
Entering Unmasked Estep 
Score: -6862044.500000 Penalty: 1652.882324
	Iteration 0F: 2 clusters Score -6862044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33335 members 
Mstep: Class 2 contains 33373 members 
Entering Unmasked Estep 
Score: -6818688.000000 Penalty: 3305.764648
	Iteration 0F: 3 clusters Score -6818688 nChanged 31142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32543 members 
Mstep: Class 2 contains 34165 members 
Entering Unmasked Estep 
Score: -6836248.500000 Penalty: 3305.764648
	Iteration 1F: 3 clusters Score -6836248 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31742 members 
Mstep: Class 2 contains 34966 members 
Entering Unmasked Estep 
Score: -6837504.500000 Penalty: 3305.764648
	Iteration 2Q: 3 clusters Score -6837504 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30634 members 
Mstep: Class 2 contains 36074 members 
Entering Unmasked Estep 
Score: -6839307.500000 Penalty: 3305.764648
	Iteration 3F: 3 clusters Score -6839308 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29194 members 
Mstep: Class 2 contains 37514 members 
Entering Unmasked Estep 
Score: -6841442.500000 Penalty: 3305.764648
	Iteration 4F: 3 clusters Score -6841442 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27699 members 
Mstep: Class 2 contains 39009 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -6843738 nChanged 4049
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26232 members 
Mstep: Class 2 contains 40476 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -6845920 nChanged 3624
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 41652 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -6847910 nChanged 3248
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 42542 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -6849662 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 43158 members 
Entering Unmasked Estep 
Score: -6851324.500000 Penalty: 3305.764648
	Iteration 9Q: 3 clusters Score -6851324 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 43500 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -6852848 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 43692 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -6854098 nChanged 2032
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 43740 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -6855031 nChanged 1629
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 43811 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -6855644 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 43884 members 
Entering Unmasked Estep 
Score: -6856011.000000 Penalty: 3305.764648
	Iteration 14Q: 3 clusters Score -6856011 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 43951 members 
Entering Unmasked Estep 
Score: -6856211.500000 Penalty: 3305.764648
	Iteration 15Q: 3 clusters Score -6856212 nChanged 751
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 44000 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -6856380 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 44033 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -6856544 nChanged 715
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 44042 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -6856740 nChanged 721
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 44057 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -6856937 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 44061 members 
Entering Unmasked Estep 
Score: -6857163.500000 Penalty: 3305.764648
	Iteration 20F: 3 clusters Score -6857164 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 44015 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -6857417 nChanged 800
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22787 members 
Mstep: Class 2 contains 43921 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -6857680 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 43822 members 
Entering Unmasked Estep 
Score: -6857939.000000 Penalty: 3305.764648
	Iteration 23Q: 3 clusters Score -6857939 nChanged 800
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 43736 members 
Entering Unmasked Estep 
Score: -6858145.000000 Penalty: 3305.764648
	Iteration 24Q: 3 clusters Score -6858145 nChanged 762
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 43700 members 
Entering Unmasked Estep 
Score: -6858418.000000 Penalty: 3305.764648
	Iteration 25Q: 3 clusters Score -6858418 nChanged 693
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 43655 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6858618 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 43625 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6858796 nChanged 585
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 43606 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6858903 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 43607 members 
Entering Unmasked Estep 
Score: -6858987.500000 Penalty: 3305.764648
	Iteration 29Q: 3 clusters Score -6858988 nChanged 474
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 43609 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6859080 nChanged 428
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 43637 members 
Entering Unmasked Estep 
Score: -6859149.000000 Penalty: 3305.764648
	Iteration 31Q: 3 clusters Score -6859149 nChanged 375
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 43702 members 
Entering Unmasked Estep 
Score: -6859254.000000 Penalty: 3305.764648
	Iteration 32Q: 3 clusters Score -6859254 nChanged 374
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 43774 members 
Entering Unmasked Estep 
Score: -6859324.000000 Penalty: 3305.764648
	Iteration 33Q: 3 clusters Score -6859324 nChanged 313
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Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 43837 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6859352 nChanged 281
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 43920 members 
Entering Unmasked Estep 
Score: -6859390.000000 Penalty: 3305.764648
	Iteration 35Q: 3 clusters Score -6859390 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22717 members 
Mstep: Class 2 contains 43991 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6859422 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 44059 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6859434 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 44118 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6859442 nChanged 195
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 44183 members 
Entering Unmasked Estep 
Score: -6859453.000000 Penalty: 3305.764648
	Iteration 39Q: 3 clusters Score -6859453 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 44267 members 
Entering Unmasked Estep 
Score: -6859484.500000 Penalty: 3305.764648
	Iteration 40F: 3 clusters Score -6859484 nChanged 161
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 44348 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6859484 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 44416 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6859496 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22205 members 
Mstep: Class 2 contains 44503 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6859538 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 44572 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6859534 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22070 members 
Mstep: Class 2 contains 44638 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6859517 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 44681 members 
Entering Unmasked Estep 
Score: -6859552.500000 Penalty: 3305.764648
	Iteration 46Q: 3 clusters Score -6859552 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 44720 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6859553 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 44764 members 
Entering Unmasked Estep 
Score: -6859528.500000 Penalty: 3305.764648
	Iteration 48Q: 3 clusters Score -6859528 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 44809 members 
Entering Unmasked Estep 
Score: -6859542.000000 Penalty: 3305.764648
	Iteration 49Q: 3 clusters Score -6859542 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 44854 members 
Entering Unmasked Estep 
Score: -6859548.500000 Penalty: 3305.764648
	Iteration 50Q: 3 clusters Score -6859548 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 44888 members 
Entering Unmasked Estep 
Score: -6859566.000000 Penalty: 3305.764648
	Iteration 51Q: 3 clusters Score -6859566 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 44925 members 
Entering Unmasked Estep 
Score: -6859590.500000 Penalty: 3305.764648
	Iteration 52Q: 3 clusters Score -6859590 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 44965 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6859595 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 45009 members 
Entering Unmasked Estep 
Score: -6859597.000000 Penalty: 3305.764648
	Iteration 54Q: 3 clusters Score -6859597 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 45045 members 
Entering Unmasked Estep 
Score: -6859599.000000 Penalty: 3305.764648
	Iteration 55Q: 3 clusters Score -6859599 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 45086 members 
Entering Unmasked Estep 
Score: -6859609.500000 Penalty: 3305.764648
	Iteration 56Q: 3 clusters Score -6859610 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 45125 members 
Entering Unmasked Estep 
Score: -6859619.000000 Penalty: 3305.764648
	Iteration 57Q: 3 clusters Score -6859619 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 45168 members 
Entering Unmasked Estep 
Score: -6859611.500000 Penalty: 3305.764648
	Iteration 58Q: 3 clusters Score -6859612 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 45218 members 
Entering Unmasked Estep 
Score: -6859604.500000 Penalty: 3305.764648
	Iteration 59Q: 3 clusters Score -6859604 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 45267 members 
Entering Unmasked Estep 
Score: -6859616.000000 Penalty: 3305.764648
	Iteration 60F: 3 clusters Score -6859616 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 45301 members 
Entering Unmasked Estep 
Score: -6859605.500000 Penalty: 3305.764648
	Iteration 61Q: 3 clusters Score -6859606 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 45329 members 
Entering Unmasked Estep 
Score: -6859622.000000 Penalty: 3305.764648
	Iteration 62Q: 3 clusters Score -6859622 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 45348 members 
Entering Unmasked Estep 
Score: -6859621.000000 Penalty: 3305.764648
	Iteration 63Q: 3 clusters Score -6859621 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 45382 members 
Entering Unmasked Estep 
Score: -6859622.000000 Penalty: 3305.764648
	Iteration 64Q: 3 clusters Score -6859622 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 45420 members 
Entering Unmasked Estep 
Score: -6859615.000000 Penalty: 3305.764648
	Iteration 65Q: 3 clusters Score -6859615 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 45462 members 
Entering Unmasked Estep 
Score: -6859611.000000 Penalty: 3305.764648
	Iteration 66Q: 3 clusters Score -6859611 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 45488 members 
Entering Unmasked Estep 
Score: -6859606.000000 Penalty: 3305.764648
	Iteration 67Q: 3 clusters Score -6859606 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 45520 members 
Entering Unmasked Estep 
Score: -6859599.500000 Penalty: 3305.764648
	Iteration 68Q: 3 clusters Score -6859600 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 45549 members 
Entering Unmasked Estep 
Score: -6859607.500000 Penalty: 3305.764648
	Iteration 69Q: 3 clusters Score -6859608 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 45581 members 
Entering Unmasked Estep 
Score: -6859614.500000 Penalty: 3305.764648
	Iteration 70Q: 3 clusters Score -6859614 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 45615 members 
Entering Unmasked Estep 
Score: -6859602.000000 Penalty: 3305.764648
	Iteration 71Q: 3 clusters Score -6859602 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 45642 members 
Entering Unmasked Estep 
Score: -6859617.000000 Penalty: 3305.764648
	Iteration 72Q: 3 clusters Score -6859617 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 45664 members 
Entering Unmasked Estep 
Score: -6859607.000000 Penalty: 3305.764648
	Iteration 73Q: 3 clusters Score -6859607 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 45687 members 
Entering Unmasked Estep 
Score: -6859609.500000 Penalty: 3305.764648
	Iteration 74Q: 3 clusters Score -6859610 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 45710 members 
Entering Unmasked Estep 
Score: -6859612.000000 Penalty: 3305.764648
	Iteration 75Q: 3 clusters Score -6859612 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 45737 members 
Entering Unmasked Estep 
Score: -6859612.500000 Penalty: 3305.764648
	Iteration 76Q: 3 clusters Score -6859612 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 45760 members 
Entering Unmasked Estep 
Score: -6859611.000000 Penalty: 3305.764648
	Iteration 77Q: 3 clusters Score -6859611 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 45771 members 
Entering Unmasked Estep 
Score: -6859615.500000 Penalty: 3305.764648
	Iteration 78Q: 3 clusters Score -6859616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 45780 members 
Entering Unmasked Estep 
Score: -6859625.500000 Penalty: 3305.764648
	Iteration 79Q: 3 clusters Score -6859626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 45784 members 
Entering Unmasked Estep 
Score: -6859625.000000 Penalty: 3305.764648
	Iteration 80F: 3 clusters Score -6859625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 45790 members 
Entering Unmasked Estep 
Score: -6859625.500000 Penalty: 3305.764648
	Iteration 81Q: 3 clusters Score -6859626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 45793 members 
Entering Unmasked Estep 
Score: -6859627.000000 Penalty: 3305.764648
	Iteration 82Q: 3 clusters Score -6859627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 45795 members 
Entering Unmasked Estep 
Score: -6859629.000000 Penalty: 3305.764648
	Iteration 83Q: 3 clusters Score -6859629 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 45798 members 
Entering Unmasked Estep 
Score: -6859628.000000 Penalty: 3305.764648
	Iteration 84Q: 3 clusters Score -6859628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 45803 members 
Entering Unmasked Estep 
Score: -6859627.500000 Penalty: 3305.764648
	Iteration 85Q: 3 clusters Score -6859628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 45806 members 
Entering Unmasked Estep 
Score: -6859630.000000 Penalty: 3305.764648
	Iteration 86Q: 3 clusters Score -6859630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 45811 members 
Entering Unmasked Estep 
Score: -6859626.000000 Penalty: 3305.764648
	Iteration 87Q: 3 clusters Score -6859626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 45814 members 
Entering Unmasked Estep 
Score: -6859625.500000 Penalty: 3305.764648
	Iteration 88Q: 3 clusters Score -6859626 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 45818 members 
Entering Unmasked Estep 
Score: -6859619.000000 Penalty: 3305.764648
	Iteration 89Q: 3 clusters Score -6859619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 45820 members 
Entering Unmasked Estep 
Score: -6859622.000000 Penalty: 3305.764648
	Iteration 90Q: 3 clusters Score -6859622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 45824 members 
Entering Unmasked Estep 
Score: -6859622.500000 Penalty: 3305.764648
	Iteration 91Q: 3 clusters Score -6859622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 45829 members 
Entering Unmasked Estep 
Score: -6859631.000000 Penalty: 3305.764648
	Iteration 92Q: 3 clusters Score -6859631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 45831 members 
Entering Unmasked Estep 
Score: -6859628.500000 Penalty: 3305.764648
	Iteration 93Q: 3 clusters Score -6859628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 45834 members 
Entering Unmasked Estep 
Score: -6859630.500000 Penalty: 3305.764648
	Iteration 94Q: 3 clusters Score -6859630 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20873 members 
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Entering Unmasked Estep 
Score: -6859623.500000 Penalty: 3305.764648
	Iteration 95Q: 3 clusters Score -6859624 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 45835 members 
Entering Unmasked Estep 
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	Iteration 96F: 3 clusters Score -6859624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (115626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115626 members 
Entering Unmasked Estep 
Score: -11637687.000000 Penalty: 1734.727783
	Iteration 0F: 2 clusters Score -1.163769e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57589 members 
Mstep: Class 2 contains 58037 members 
Entering Unmasked Estep 
Score: -11561198.000000 Penalty: 3469.455566
	Iteration 0F: 3 clusters Score -1.15612e+07 nChanged 55128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55803 members 
Mstep: Class 2 contains 59823 members 
Entering Unmasked Estep 
Score: -11593137.000000 Penalty: 3469.455566
	Iteration 1F: 3 clusters Score -1.159314e+07 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54612 members 
Mstep: Class 2 contains 61014 members 
Entering Unmasked Estep 
Score: -11594404.000000 Penalty: 3469.455566
	Iteration 2Q: 3 clusters Score -1.15944e+07 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52809 members 
Mstep: Class 2 contains 62817 members 
Entering Unmasked Estep 
Score: -11595959.000000 Penalty: 3469.455566
	Iteration 3Q: 3 clusters Score -1.159596e+07 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50084 members 
Mstep: Class 2 contains 65542 members 
Entering Unmasked Estep 
Score: -11598396.000000 Penalty: 3469.455566
	Iteration 4Q: 3 clusters Score -1.15984e+07 nChanged 6085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46161 members 
Mstep: Class 2 contains 69465 members 
Entering Unmasked Estep 
Score: -11601803.000000 Penalty: 3469.455566
	Iteration 5F: 3 clusters Score -1.16018e+07 nChanged 7056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40911 members 
Mstep: Class 2 contains 74715 members 
Entering Unmasked Estep 
Score: -11606522.000000 Penalty: 3469.455566
	Iteration 6F: 3 clusters Score -1.160652e+07 nChanged 7584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34607 members 
Mstep: Class 2 contains 81019 members 
Entering Unmasked Estep 
Score: -11611975.000000 Penalty: 3469.455566
	Iteration 7F: 3 clusters Score -1.161198e+07 nChanged 7521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27884 members 
Mstep: Class 2 contains 87742 members 
Entering Unmasked Estep 
Score: -11617765.000000 Penalty: 3469.455566
	Iteration 8F: 3 clusters Score -1.161776e+07 nChanged 6818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 94150 members 
Entering Unmasked Estep 
Score: -11623031.000000 Penalty: 3469.455566
	Iteration 9F: 3 clusters Score -1.162303e+07 nChanged 5596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 99526 members 
Entering Unmasked Estep 
Score: -11627281.000000 Penalty: 3469.455566
	Iteration 10Q: 3 clusters Score -1.162728e+07 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 103670 members 
Entering Unmasked Estep 
Score: -11630244.000000 Penalty: 3469.455566
	Iteration 11Q: 3 clusters Score -1.163024e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 106802 members 
Entering Unmasked Estep 
Score: -11632393.000000 Penalty: 3469.455566
	Iteration 12Q: 3 clusters Score -1.163239e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 109014 members 
Entering Unmasked Estep 
Score: -11633904.000000 Penalty: 3469.455566
	Iteration 13Q: 3 clusters Score -1.16339e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 110536 members 
Entering Unmasked Estep 
Score: -11634963.000000 Penalty: 3469.455566
	Iteration 14Q: 3 clusters Score -1.163496e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 111498 members 
Entering Unmasked Estep 
Score: -11635604.000000 Penalty: 3469.455566
	Iteration 15Q: 3 clusters Score -1.16356e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 112098 members 
Entering Unmasked Estep 
Score: -11636030.000000 Penalty: 3469.455566
	Iteration 16Q: 3 clusters Score -1.163603e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 112442 members 
Entering Unmasked Estep 
Score: -11636299.000000 Penalty: 3469.455566
	Iteration 17Q: 3 clusters Score -1.16363e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 112678 members 
Entering Unmasked Estep 
Score: -11636438.000000 Penalty: 3469.455566
	Iteration 18Q: 3 clusters Score -1.163644e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 112833 members 
Entering Unmasked Estep 
Score: -11636536.000000 Penalty: 3469.455566
	Iteration 19Q: 3 clusters Score -1.163654e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 112966 members 
Entering Unmasked Estep 
Score: -11636604.000000 Penalty: 3469.455566
	Iteration 20F: 3 clusters Score -1.16366e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 113056 members 
Entering Unmasked Estep 
Score: -11636654.000000 Penalty: 3469.455566
	Iteration 21Q: 3 clusters Score -1.163665e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 113114 members 
Entering Unmasked Estep 
Score: -11636692.000000 Penalty: 3469.455566
	Iteration 22Q: 3 clusters Score -1.163669e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 113156 members 
Entering Unmasked Estep 
Score: -11636714.000000 Penalty: 3469.455566
	Iteration 23Q: 3 clusters Score -1.163671e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 113188 members 
Entering Unmasked Estep 
Score: -11636725.000000 Penalty: 3469.455566
	Iteration 24Q: 3 clusters Score -1.163672e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 113217 members 
Entering Unmasked Estep 
Score: -11636764.000000 Penalty: 3469.455566
	Iteration 25Q: 3 clusters Score -1.163676e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 113231 members 
Entering Unmasked Estep 
Score: -11636767.000000 Penalty: 3469.455566
	Iteration 26Q: 3 clusters Score -1.163677e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 113250 members 
Entering Unmasked Estep 
Score: -11636771.000000 Penalty: 3469.455566
	Iteration 27Q: 3 clusters Score -1.163677e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 113265 members 
Entering Unmasked Estep 
Score: -11636787.000000 Penalty: 3469.455566
	Iteration 28Q: 3 clusters Score -1.163679e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 113283 members 
Entering Unmasked Estep 
Score: -11636807.000000 Penalty: 3469.455566
	Iteration 29Q: 3 clusters Score -1.163681e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 113305 members 
Entering Unmasked Estep 
Score: -11636819.000000 Penalty: 3469.455566
	Iteration 30Q: 3 clusters Score -1.163682e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 113326 members 
Entering Unmasked Estep 
Score: -11636846.000000 Penalty: 3469.455566
	Iteration 31Q: 3 clusters Score -1.163685e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 113342 members 
Entering Unmasked Estep 
Score: -11636837.000000 Penalty: 3469.455566
	Iteration 32Q: 3 clusters Score -1.163684e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 113352 members 
Entering Unmasked Estep 
Score: -11636849.000000 Penalty: 3469.455566
	Iteration 33Q: 3 clusters Score -1.163685e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 113357 members 
Entering Unmasked Estep 
Score: -11636853.000000 Penalty: 3469.455566
	Iteration 34Q: 3 clusters Score -1.163685e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 113360 members 
Entering Unmasked Estep 
Score: -11636850.000000 Penalty: 3469.455566
	Iteration 35Q: 3 clusters Score -1.163685e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 113365 members 
Entering Unmasked Estep 
Score: -11636851.000000 Penalty: 3469.455566
	Iteration 36Q: 3 clusters Score -1.163685e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 113368 members 
Entering Unmasked Estep 
Score: -11636867.000000 Penalty: 3469.455566
	Iteration 37Q: 3 clusters Score -1.163687e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 113372 members 
Entering Unmasked Estep 
Score: -11636870.000000 Penalty: 3469.455566
	Iteration 38Q: 3 clusters Score -1.163687e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 113376 members 
Entering Unmasked Estep 
Score: -11636868.000000 Penalty: 3469.455566
	Iteration 39Q: 3 clusters Score -1.163687e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 113378 members 
Entering Unmasked Estep 
Score: -11636862.000000 Penalty: 3469.455566
	Iteration 40F: 3 clusters Score -1.163686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 113378 members 
Entering Unmasked Estep 
Score: -11636869.000000 Penalty: 3469.455566
	Iteration 41Q: 3 clusters Score -1.163687e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 113379 members 
Entering Unmasked Estep 
Score: -11636867.000000 Penalty: 3469.455566
	Iteration 42Q: 3 clusters Score -1.163687e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 113380 members 
Entering Unmasked Estep 
Score: -11636867.000000 Penalty: 3469.455566
	Iteration 43Q: 3 clusters Score -1.163687e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 113382 members 
Entering Unmasked Estep 
Score: -11636877.000000 Penalty: 3469.455566
	Iteration 44Q: 3 clusters Score -1.163688e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 113383 members 
Entering Unmasked Estep 
Score: -11636876.000000 Penalty: 3469.455566
	Iteration 45Q: 3 clusters Score -1.163688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 113383 members 
Entering Unmasked Estep 
Score: -11636874.000000 Penalty: 3469.455566
	Iteration 46Q: 3 clusters Score -1.163687e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 113384 members 
Entering Unmasked Estep 
Score: -11636871.000000 Penalty: 3469.455566
	Iteration 47Q: 3 clusters Score -1.163687e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 113385 members 
Entering Unmasked Estep 
Score: -11636873.000000 Penalty: 3469.455566
	Iteration 48Q: 3 clusters Score -1.163687e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 113386 members 
Entering Unmasked Estep 
Score: -11636873.000000 Penalty: 3469.455566
	Iteration 49Q: 3 clusters Score -1.163687e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 113388 members 
Entering Unmasked Estep 
Score: -11636872.000000 Penalty: 3469.455566
	Iteration 50Q: 3 clusters Score -1.163687e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 113388 members 
Entering Unmasked Estep 
Score: -11636871.000000 Penalty: 3469.455566
	Iteration 51Q: 3 clusters Score -1.163687e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 113388 members 
Entering Unmasked Estep 
Score: -11636871.000000 Penalty: 3469.455566
	Iteration 52F: 3 clusters Score -1.163687e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Entering Unmasked Estep 
Score: -559949.375000 Penalty: 1282.188477
	Iteration 0F: 2 clusters Score -559949.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -555948.375000 Penalty: 2564.376953
	Iteration 0F: 3 clusters Score -555948.4 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -557162.562500 Penalty: 2564.376953
	Iteration 1F: 3 clusters Score -557162.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -557382.562500 Penalty: 2564.376953
	Iteration 2F: 3 clusters Score -557382.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -557542.812500 Penalty: 2564.376953
	Iteration 3F: 3 clusters Score -557542.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -557676.625000 Penalty: 2564.376953
	Iteration 4Q: 3 clusters Score -557676.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -557773.000000 Penalty: 2564.376953
	Iteration 5Q: 3 clusters Score -557773 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -557850.937500 Penalty: 2564.376953
	Iteration 6Q: 3 clusters Score -557850.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -557951.375000 Penalty: 2564.376953
	Iteration 7Q: 3 clusters Score -557951.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -558031.312500 Penalty: 2564.376953
	Iteration 8Q: 3 clusters Score -558031.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -558120.437500 Penalty: 2564.376953
	Iteration 9Q: 3 clusters Score -558120.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -558205.750000 Penalty: 2564.376953
	Iteration 10Q: 3 clusters Score -558205.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -558296.437500 Penalty: 2564.376953
	Iteration 11Q: 3 clusters Score -558296.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -558394.062500 Penalty: 2564.376953
	Iteration 12Q: 3 clusters Score -558394.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -558478.125000 Penalty: 2564.376953
	Iteration 13Q: 3 clusters Score -558478.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -558542.187500 Penalty: 2564.376953
	Iteration 14Q: 3 clusters Score -558542.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -558588.187500 Penalty: 2564.376953
	Iteration 15Q: 3 clusters Score -558588.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -558623.687500 Penalty: 2564.376953
	Iteration 16Q: 3 clusters Score -558623.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -558656.375000 Penalty: 2564.376953
	Iteration 17Q: 3 clusters Score -558656.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -558684.187500 Penalty: 2564.376953
	Iteration 18Q: 3 clusters Score -558684.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -558712.312500 Penalty: 2564.376953
	Iteration 19Q: 3 clusters Score -558712.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -558732.437500 Penalty: 2564.376953
	Iteration 20F: 3 clusters Score -558732.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -558743.250000 Penalty: 2564.376953
	Iteration 21Q: 3 clusters Score -558743.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -558747.250000 Penalty: 2564.376953
	Iteration 22Q: 3 clusters Score -558747.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -558753.250000 Penalty: 2564.376953
	Iteration 23Q: 3 clusters Score -558753.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -558757.687500 Penalty: 2564.376953
	Iteration 24Q: 3 clusters Score -558757.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -558759.187500 Penalty: 2564.376953
	Iteration 25Q: 3 clusters Score -558759.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -558763.500000 Penalty: 2564.376953
	Iteration 26Q: 3 clusters Score -558763.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -558769.625000 Penalty: 2564.376953
	Iteration 27Q: 3 clusters Score -558769.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -558774.500000 Penalty: 2564.376953
	Iteration 28Q: 3 clusters Score -558774.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -558777.625000 Penalty: 2564.376953
	Iteration 29Q: 3 clusters Score -558777.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -558787.562500 Penalty: 2564.376953
	Iteration 30Q: 3 clusters Score -558787.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -558799.250000 Penalty: 2564.376953
	Iteration 31Q: 3 clusters Score -558799.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -558808.500000 Penalty: 2564.376953
	Iteration 32Q: 3 clusters Score -558808.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -558817.437500 Penalty: 2564.376953
	Iteration 33Q: 3 clusters Score -558817.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -558821.750000 Penalty: 2564.376953
	Iteration 34Q: 3 clusters Score -558821.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -558828.437500 Penalty: 2564.376953
	Iteration 35Q: 3 clusters Score -558828.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -558829.687500 Penalty: 2564.376953
	Iteration 36Q: 3 clusters Score -558829.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -558830.187500 Penalty: 2564.376953
	Iteration 37Q: 3 clusters Score -558830.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -558831.187500 Penalty: 2564.376953
	Iteration 38Q: 3 clusters Score -558831.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -558830.750000 Penalty: 2564.376953
	Iteration 39Q: 3 clusters Score -558830.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -558832.125000 Penalty: 2564.376953
	Iteration 40F: 3 clusters Score -558832.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -558832.687500 Penalty: 2564.376953
	Iteration 41Q: 3 clusters Score -558832.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -558834.562500 Penalty: 2564.376953
	Iteration 42Q: 3 clusters Score -558834.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -558835.937500 Penalty: 2564.376953
	Iteration 43Q: 3 clusters Score -558835.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -558836.937500 Penalty: 2564.376953
	Iteration 44Q: 3 clusters Score -558836.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -558837.687500 Penalty: 2564.376953
	Iteration 45Q: 3 clusters Score -558837.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -558837.937500 Penalty: 2564.376953
	Iteration 46Q: 3 clusters Score -558837.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -558838.375000 Penalty: 2564.376953
	Iteration 47Q: 3 clusters Score -558838.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -558838.375000 Penalty: 2564.376953
	Iteration 48F: 3 clusters Score -558838.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Entering Unmasked Estep 
Score: -1442653.250000 Penalty: 1425.324829
	Iteration 0F: 2 clusters Score -1442653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1433025.875000 Penalty: 2850.649658
	Iteration 0F: 3 clusters Score -1433026 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1436531.625000 Penalty: 2850.649658
	Iteration 1F: 3 clusters Score -1436532 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1436987.375000 Penalty: 2850.649658
	Iteration 2F: 3 clusters Score -1436987 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1437425.375000 Penalty: 2850.649658
	Iteration 3F: 3 clusters Score -1437425 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1437869.000000 Penalty: 2850.649658
	Iteration 4F: 3 clusters Score -1437869 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1438327.250000 Penalty: 2850.649658
	Iteration 5F: 3 clusters Score -1438327 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1438748.375000 Penalty: 2850.649658
	Iteration 6F: 3 clusters Score -1438748 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1439204.875000 Penalty: 2850.649658
	Iteration 7Q: 3 clusters Score -1439205 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1439715.125000 Penalty: 2850.649658
	Iteration 8Q: 3 clusters Score -1439715 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1440172.750000 Penalty: 2850.649658
	Iteration 9Q: 3 clusters Score -1440173 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1440587.125000 Penalty: 2850.649658
	Iteration 10Q: 3 clusters Score -1440587 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1440924.750000 Penalty: 2850.649658
	Iteration 11Q: 3 clusters Score -1440925 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1441173.000000 Penalty: 2850.649658
	Iteration 12Q: 3 clusters Score -1441173 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1441356.875000 Penalty: 2850.649658
	Iteration 13Q: 3 clusters Score -1441357 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1441508.625000 Penalty: 2850.649658
	Iteration 14Q: 3 clusters Score -1441509 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1441629.750000 Penalty: 2850.649658
	Iteration 15Q: 3 clusters Score -1441630 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1441715.375000 Penalty: 2850.649658
	Iteration 16Q: 3 clusters Score -1441715 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1441771.625000 Penalty: 2850.649658
	Iteration 17Q: 3 clusters Score -1441772 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1441807.000000 Penalty: 2850.649658
	Iteration 18Q: 3 clusters Score -1441807 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1441833.625000 Penalty: 2850.649658
	Iteration 19Q: 3 clusters Score -1441834 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1441850.750000 Penalty: 2850.649658
	Iteration 20F: 3 clusters Score -1441851 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1441856.000000 Penalty: 2850.649658
	Iteration 21Q: 3 clusters Score -1441856 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1441864.125000 Penalty: 2850.649658
	Iteration 22Q: 3 clusters Score -1441864 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1441874.500000 Penalty: 2850.649658
	Iteration 23Q: 3 clusters Score -1441874 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1441876.750000 Penalty: 2850.649658
	Iteration 24Q: 3 clusters Score -1441877 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1441880.000000 Penalty: 2850.649658
	Iteration 25Q: 3 clusters Score -1441880 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1441884.000000 Penalty: 2850.649658
	Iteration 26Q: 3 clusters Score -1441884 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1441886.625000 Penalty: 2850.649658
	Iteration 27Q: 3 clusters Score -1441887 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1441890.000000 Penalty: 2850.649658
	Iteration 28Q: 3 clusters Score -1441890 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1441886.000000 Penalty: 2850.649658
	Iteration 29Q: 3 clusters Score -1441886 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1441884.500000 Penalty: 2850.649658
	Iteration 30Q: 3 clusters Score -1441884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1441888.250000 Penalty: 2850.649658
	Iteration 31Q: 3 clusters Score -1441888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1441892.625000 Penalty: 2850.649658
	Iteration 32Q: 3 clusters Score -1441893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1441897.000000 Penalty: 2850.649658
	Iteration 33Q: 3 clusters Score -1441897 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1441898.625000 Penalty: 2850.649658
	Iteration 34Q: 3 clusters Score -1441899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1441894.750000 Penalty: 2850.649658
	Iteration 35Q: 3 clusters Score -1441895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1441895.250000 Penalty: 2850.649658
	Iteration 36Q: 3 clusters Score -1441895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1441903.250000 Penalty: 2850.649658
	Iteration 37Q: 3 clusters Score -1441903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1441902.375000 Penalty: 2850.649658
	Iteration 38Q: 3 clusters Score -1441902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1441903.250000 Penalty: 2850.649658
	Iteration 39Q: 3 clusters Score -1441903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1441900.625000 Penalty: 2850.649658
	Iteration 40F: 3 clusters Score -1441901 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1441906.000000 Penalty: 2850.649658
	Iteration 41Q: 3 clusters Score -1441906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1441902.250000 Penalty: 2850.649658
	Iteration 42Q: 3 clusters Score -1441902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1441906.625000 Penalty: 2850.649658
	Iteration 43Q: 3 clusters Score -1441907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1441902.375000 Penalty: 2850.649658
	Iteration 44Q: 3 clusters Score -1441902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1441902.625000 Penalty: 2850.649658
	Iteration 45Q: 3 clusters Score -1441903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1441906.375000 Penalty: 2850.649658
	Iteration 46Q: 3 clusters Score -1441906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1441907.125000 Penalty: 2850.649658
	Iteration 47Q: 3 clusters Score -1441907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1441908.500000 Penalty: 2850.649658
	Iteration 48Q: 3 clusters Score -1441908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1441908.500000 Penalty: 2850.649658
	Iteration 49Q: 3 clusters Score -1441908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1441906.375000 Penalty: 2850.649658
	Iteration 50Q: 3 clusters Score -1441906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1441904.625000 Penalty: 2850.649658
	Iteration 51Q: 3 clusters Score -1441905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1441907.625000 Penalty: 2850.649658
	Iteration 52Q: 3 clusters Score -1441908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1441909.250000 Penalty: 2850.649658
	Iteration 53Q: 3 clusters Score -1441909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1441908.000000 Penalty: 2850.649658
	Iteration 54Q: 3 clusters Score -1441908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1441909.250000 Penalty: 2850.649658
	Iteration 55Q: 3 clusters Score -1441909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1441908.625000 Penalty: 2850.649658
	Iteration 56Q: 3 clusters Score -1441909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1441907.125000 Penalty: 2850.649658
	Iteration 57Q: 3 clusters Score -1441907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1441908.000000 Penalty: 2850.649658
	Iteration 58Q: 3 clusters Score -1441908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1441906.125000 Penalty: 2850.649658
	Iteration 59Q: 3 clusters Score -1441906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1441904.000000 Penalty: 2850.649658
	Iteration 60F: 3 clusters Score -1441904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1441905.000000 Penalty: 2850.649658
	Iteration 61Q: 3 clusters Score -1441905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1441905.000000 Penalty: 2850.649658
	Iteration 62F: 3 clusters Score -1441905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (20245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Entering Unmasked Estep 
Score: -2025484.750000 Penalty: 1475.450684
	Iteration 0F: 2 clusters Score -2025485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -2012295.375000 Penalty: 2950.901367
	Iteration 0F: 3 clusters Score -2012295 nChanged 8850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -2017120.000000 Penalty: 2950.901367
	Iteration 1F: 3 clusters Score -2017120 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -2017647.125000 Penalty: 2950.901367
	Iteration 2F: 3 clusters Score -2017647 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -2018176.375000 Penalty: 2950.901367
	Iteration 3F: 3 clusters Score -2018176 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -2018801.625000 Penalty: 2950.901367
	Iteration 4F: 3 clusters Score -2018802 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -2019585.000000 Penalty: 2950.901367
	Iteration 5F: 3 clusters Score -2019585 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -2020488.500000 Penalty: 2950.901367
	Iteration 6F: 3 clusters Score -2020488 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -2021448.625000 Penalty: 2950.901367
	Iteration 7F: 3 clusters Score -2021449 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -2022303.250000 Penalty: 2950.901367
	Iteration 8F: 3 clusters Score -2022303 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -2022961.875000 Penalty: 2950.901367
	Iteration 9Q: 3 clusters Score -2022962 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -2023433.750000 Penalty: 2950.901367
	Iteration 10Q: 3 clusters Score -2023434 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -2023764.750000 Penalty: 2950.901367
	Iteration 11Q: 3 clusters Score -2023765 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -2023959.000000 Penalty: 2950.901367
	Iteration 12Q: 3 clusters Score -2023959 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -2024124.625000 Penalty: 2950.901367
	Iteration 13Q: 3 clusters Score -2024125 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -2024218.750000 Penalty: 2950.901367
	Iteration 14Q: 3 clusters Score -2024219 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -2024280.500000 Penalty: 2950.901367
	Iteration 15Q: 3 clusters Score -2024280 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -2024325.375000 Penalty: 2950.901367
	Iteration 16Q: 3 clusters Score -2024325 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -2024353.375000 Penalty: 2950.901367
	Iteration 17Q: 3 clusters Score -2024353 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -2024378.625000 Penalty: 2950.901367
	Iteration 18Q: 3 clusters Score -2024379 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -2024391.125000 Penalty: 2950.901367
	Iteration 19Q: 3 clusters Score -2024391 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -2024403.625000 Penalty: 2950.901367
	Iteration 20F: 3 clusters Score -2024404 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -2024418.375000 Penalty: 2950.901367
	Iteration 21Q: 3 clusters Score -2024418 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -2024427.500000 Penalty: 2950.901367
	Iteration 22Q: 3 clusters Score -2024428 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -2024435.125000 Penalty: 2950.901367
	Iteration 23Q: 3 clusters Score -2024435 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -2024448.125000 Penalty: 2950.901367
	Iteration 24Q: 3 clusters Score -2024448 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -2024456.375000 Penalty: 2950.901367
	Iteration 25Q: 3 clusters Score -2024456 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -2024466.375000 Penalty: 2950.901367
	Iteration 26Q: 3 clusters Score -2024466 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -2024473.875000 Penalty: 2950.901367
	Iteration 27Q: 3 clusters Score -2024474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -2024479.625000 Penalty: 2950.901367
	Iteration 28Q: 3 clusters Score -2024480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -2024485.375000 Penalty: 2950.901367
	Iteration 29Q: 3 clusters Score -2024485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -2024486.625000 Penalty: 2950.901367
	Iteration 30Q: 3 clusters Score -2024487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -2024487.625000 Penalty: 2950.901367
	Iteration 31Q: 3 clusters Score -2024488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -2024487.625000 Penalty: 2950.901367
	Iteration 32Q: 3 clusters Score -2024488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -2024491.250000 Penalty: 2950.901367
	Iteration 33Q: 3 clusters Score -2024491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -2024491.750000 Penalty: 2950.901367
	Iteration 34Q: 3 clusters Score -2024492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -2024492.625000 Penalty: 2950.901367
	Iteration 35Q: 3 clusters Score -2024493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -2024495.750000 Penalty: 2950.901367
	Iteration 36Q: 3 clusters Score -2024496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -2024494.500000 Penalty: 2950.901367
	Iteration 37Q: 3 clusters Score -2024494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -2024495.875000 Penalty: 2950.901367
	Iteration 38Q: 3 clusters Score -2024496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -2024493.250000 Penalty: 2950.901367
	Iteration 39Q: 3 clusters Score -2024493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -2024494.125000 Penalty: 2950.901367
	Iteration 40F: 3 clusters Score -2024494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -2024493.625000 Penalty: 2950.901367
	Iteration 41Q: 3 clusters Score -2024494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -2024494.250000 Penalty: 2950.901367
	Iteration 42Q: 3 clusters Score -2024494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -2024493.125000 Penalty: 2950.901367
	Iteration 43Q: 3 clusters Score -2024493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -2024493.125000 Penalty: 2950.901367
	Iteration 44F: 3 clusters Score -2024493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (23273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Entering Unmasked Estep 
Score: -2269459.500000 Penalty: 1496.191284
	Iteration 0F: 2 clusters Score -2269460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -2254274.750000 Penalty: 2992.382568
	Iteration 0F: 3 clusters Score -2254275 nChanged 10345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -2259958.250000 Penalty: 2992.382568
	Iteration 1F: 3 clusters Score -2259958 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -2260473.750000 Penalty: 2992.382568
	Iteration 2F: 3 clusters Score -2260474 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -2261004.750000 Penalty: 2992.382568
	Iteration 3F: 3 clusters Score -2261005 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -2261573.500000 Penalty: 2992.382568
	Iteration 4Q: 3 clusters Score -2261574 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -2262281.750000 Penalty: 2992.382568
	Iteration 5Q: 3 clusters Score -2262282 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -2263135.000000 Penalty: 2992.382568
	Iteration 6F: 3 clusters Score -2263135 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -2264135.500000 Penalty: 2992.382568
	Iteration 7F: 3 clusters Score -2264136 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -2265063.000000 Penalty: 2992.382568
	Iteration 8F: 3 clusters Score -2265063 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -2265822.500000 Penalty: 2992.382568
	Iteration 9Q: 3 clusters Score -2265822 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -2266340.000000 Penalty: 2992.382568
	Iteration 10Q: 3 clusters Score -2266340 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -2266671.250000 Penalty: 2992.382568
	Iteration 11Q: 3 clusters Score -2266671 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -2266955.250000 Penalty: 2992.382568
	Iteration 12Q: 3 clusters Score -2266955 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -2267147.000000 Penalty: 2992.382568
	Iteration 13Q: 3 clusters Score -2267147 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -2267315.250000 Penalty: 2992.382568
	Iteration 14Q: 3 clusters Score -2267315 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -2267465.250000 Penalty: 2992.382568
	Iteration 15Q: 3 clusters Score -2267465 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -2267568.500000 Penalty: 2992.382568
	Iteration 16Q: 3 clusters Score -2267568 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -2267650.750000 Penalty: 2992.382568
	Iteration 17Q: 3 clusters Score -2267651 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -2267724.250000 Penalty: 2992.382568
	Iteration 18Q: 3 clusters Score -2267724 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -2267801.750000 Penalty: 2992.382568
	Iteration 19Q: 3 clusters Score -2267802 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -2267848.500000 Penalty: 2992.382568
	Iteration 20F: 3 clusters Score -2267848 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -2267893.500000 Penalty: 2992.382568
	Iteration 21Q: 3 clusters Score -2267894 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -2267939.500000 Penalty: 2992.382568
	Iteration 22Q: 3 clusters Score -2267940 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -2267990.750000 Penalty: 2992.382568
	Iteration 23Q: 3 clusters Score -2267991 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -2268038.000000 Penalty: 2992.382568
	Iteration 24Q: 3 clusters Score -2268038 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -2268069.000000 Penalty: 2992.382568
	Iteration 25Q: 3 clusters Score -2268069 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -2268100.000000 Penalty: 2992.382568
	Iteration 26Q: 3 clusters Score -2268100 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -2268132.250000 Penalty: 2992.382568
	Iteration 27Q: 3 clusters Score -2268132 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -2268161.250000 Penalty: 2992.382568
	Iteration 28Q: 3 clusters Score -2268161 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -2268177.000000 Penalty: 2992.382568
	Iteration 29Q: 3 clusters Score -2268177 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -2268204.000000 Penalty: 2992.382568
	Iteration 30Q: 3 clusters Score -2268204 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -2268219.500000 Penalty: 2992.382568
	Iteration 31Q: 3 clusters Score -2268220 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -2268235.500000 Penalty: 2992.382568
	Iteration 32Q: 3 clusters Score -2268236 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -2268243.250000 Penalty: 2992.382568
	Iteration 33Q: 3 clusters Score -2268243 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -2268253.000000 Penalty: 2992.382568
	Iteration 34Q: 3 clusters Score -2268253 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -2268274.000000 Penalty: 2992.382568
	Iteration 35Q: 3 clusters Score -2268274 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -2268280.250000 Penalty: 2992.382568
	Iteration 36Q: 3 clusters Score -2268280 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -2268291.250000 Penalty: 2992.382568
	Iteration 37Q: 3 clusters Score -2268291 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -2268303.500000 Penalty: 2992.382568
	Iteration 38Q: 3 clusters Score -2268304 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -2268309.500000 Penalty: 2992.382568
	Iteration 39Q: 3 clusters Score -2268310 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -2268310.500000 Penalty: 2992.382568
	Iteration 40F: 3 clusters Score -2268310 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -2268324.000000 Penalty: 2992.382568
	Iteration 41Q: 3 clusters Score -2268324 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -2268322.500000 Penalty: 2992.382568
	Iteration 42Q: 3 clusters Score -2268322 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -2268327.250000 Penalty: 2992.382568
	Iteration 43Q: 3 clusters Score -2268327 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -2268330.500000 Penalty: 2992.382568
	Iteration 44Q: 3 clusters Score -2268330 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -2268332.750000 Penalty: 2992.382568
	Iteration 45Q: 3 clusters Score -2268333 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -2268335.000000 Penalty: 2992.382568
	Iteration 46Q: 3 clusters Score -2268335 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -2268332.500000 Penalty: 2992.382568
	Iteration 47Q: 3 clusters Score -2268332 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -2268338.000000 Penalty: 2992.382568
	Iteration 48Q: 3 clusters Score -2268338 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -2268343.500000 Penalty: 2992.382568
	Iteration 49Q: 3 clusters Score -2268344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -2268352.250000 Penalty: 2992.382568
	Iteration 50Q: 3 clusters Score -2268352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -2268350.000000 Penalty: 2992.382568
	Iteration 51Q: 3 clusters Score -2268350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -2268348.500000 Penalty: 2992.382568
	Iteration 52Q: 3 clusters Score -2268348 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -2268355.000000 Penalty: 2992.382568
	Iteration 53Q: 3 clusters Score -2268355 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -2268356.250000 Penalty: 2992.382568
	Iteration 54Q: 3 clusters Score -2268356 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -2268357.750000 Penalty: 2992.382568
	Iteration 55Q: 3 clusters Score -2268358 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -2268363.000000 Penalty: 2992.382568
	Iteration 56Q: 3 clusters Score -2268363 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -2268364.000000 Penalty: 2992.382568
	Iteration 57Q: 3 clusters Score -2268364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -2268372.750000 Penalty: 2992.382568
	Iteration 58Q: 3 clusters Score -2268373 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -2268375.500000 Penalty: 2992.382568
	Iteration 59Q: 3 clusters Score -2268376 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -2268383.750000 Penalty: 2992.382568
	Iteration 60F: 3 clusters Score -2268384 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -2268386.250000 Penalty: 2992.382568
	Iteration 61Q: 3 clusters Score -2268386 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -2268393.500000 Penalty: 2992.382568
	Iteration 62Q: 3 clusters Score -2268394 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -2268397.000000 Penalty: 2992.382568
	Iteration 63Q: 3 clusters Score -2268397 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -2268400.750000 Penalty: 2992.382568
	Iteration 64Q: 3 clusters Score -2268401 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -2268402.750000 Penalty: 2992.382568
	Iteration 65Q: 3 clusters Score -2268403 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -2268409.750000 Penalty: 2992.382568
	Iteration 66Q: 3 clusters Score -2268410 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -2268409.250000 Penalty: 2992.382568
	Iteration 67Q: 3 clusters Score -2268409 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 19933 members 
Entering Unmasked Estep 
Score: -2268408.750000 Penalty: 2992.382568
	Iteration 68Q: 3 clusters Score -2268409 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -2268419.000000 Penalty: 2992.382568
	Iteration 69Q: 3 clusters Score -2268419 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -2268418.000000 Penalty: 2992.382568
	Iteration 70Q: 3 clusters Score -2268418 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -2268423.500000 Penalty: 2992.382568
	Iteration 71Q: 3 clusters Score -2268424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -2268420.250000 Penalty: 2992.382568
	Iteration 72Q: 3 clusters Score -2268420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -2268420.000000 Penalty: 2992.382568
	Iteration 73Q: 3 clusters Score -2268420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -2268423.000000 Penalty: 2992.382568
	Iteration 74Q: 3 clusters Score -2268423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -2268427.500000 Penalty: 2992.382568
	Iteration 75Q: 3 clusters Score -2268428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -2268429.000000 Penalty: 2992.382568
	Iteration 76Q: 3 clusters Score -2268429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -2268424.000000 Penalty: 2992.382568
	Iteration 77Q: 3 clusters Score -2268424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -2268426.000000 Penalty: 2992.382568
	Iteration 78Q: 3 clusters Score -2268426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -2268428.000000 Penalty: 2992.382568
	Iteration 79Q: 3 clusters Score -2268428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -2268428.750000 Penalty: 2992.382568
	Iteration 80F: 3 clusters Score -2268429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -2268429.250000 Penalty: 2992.382568
	Iteration 81Q: 3 clusters Score -2268429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -2268430.000000 Penalty: 2992.382568
	Iteration 82Q: 3 clusters Score -2268430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -2268425.500000 Penalty: 2992.382568
	Iteration 83Q: 3 clusters Score -2268426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -2268429.000000 Penalty: 2992.382568
	Iteration 84Q: 3 clusters Score -2268429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -2268428.250000 Penalty: 2992.382568
	Iteration 85Q: 3 clusters Score -2268428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -2268433.000000 Penalty: 2992.382568
	Iteration 86Q: 3 clusters Score -2268433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -2268430.750000 Penalty: 2992.382568
	Iteration 87Q: 3 clusters Score -2268431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -2268427.000000 Penalty: 2992.382568
	Iteration 88Q: 3 clusters Score -2268427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -2268429.750000 Penalty: 2992.382568
	Iteration 89Q: 3 clusters Score -2268430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -2268428.500000 Penalty: 2992.382568
	Iteration 90Q: 3 clusters Score -2268428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -2268429.500000 Penalty: 2992.382568
	Iteration 91Q: 3 clusters Score -2268430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -2268427.250000 Penalty: 2992.382568
	Iteration 92Q: 3 clusters Score -2268427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -2268427.250000 Penalty: 2992.382568
	Iteration 93F: 3 clusters Score -2268427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (49803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49803 members 
Entering Unmasked Estep 
Score: -4976456.000000 Penalty: 1609.395630
	Iteration 0F: 2 clusters Score -4976456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -4943681.500000 Penalty: 3218.791260
	Iteration 0F: 3 clusters Score -4943682 nChanged 23247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27014 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -4957005.000000 Penalty: 3218.791260
	Iteration 1F: 3 clusters Score -4957005 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28246 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -4957942.000000 Penalty: 3218.791260
	Iteration 2Q: 3 clusters Score -4957942 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29922 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -4959039.000000 Penalty: 3218.791260
	Iteration 3Q: 3 clusters Score -4959039 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32131 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -4960492.500000 Penalty: 3218.791260
	Iteration 4F: 3 clusters Score -4960492 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35037 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -4962603.500000 Penalty: 3218.791260
	Iteration 5F: 3 clusters Score -4962604 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38564 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -4965381.500000 Penalty: 3218.791260
	Iteration 6F: 3 clusters Score -4965382 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42201 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -4968624.500000 Penalty: 3218.791260
	Iteration 7F: 3 clusters Score -4968624 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45350 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -4971490.000000 Penalty: 3218.791260
	Iteration 8F: 3 clusters Score -4971490 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47404 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -4973354.500000 Penalty: 3218.791260
	Iteration 9Q: 3 clusters Score -4973354 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48513 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -4974364.000000 Penalty: 3218.791260
	Iteration 10Q: 3 clusters Score -4974364 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49045 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -4974856.000000 Penalty: 3218.791260
	Iteration 11Q: 3 clusters Score -4974856 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49254 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -4975031.000000 Penalty: 3218.791260
	Iteration 12Q: 3 clusters Score -4975031 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49336 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -4975097.500000 Penalty: 3218.791260
	Iteration 13Q: 3 clusters Score -4975098 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49372 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -4975149.500000 Penalty: 3218.791260
	Iteration 14Q: 3 clusters Score -4975150 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49393 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -4975173.000000 Penalty: 3218.791260
	Iteration 15Q: 3 clusters Score -4975173 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49410 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -4975195.000000 Penalty: 3218.791260
	Iteration 16Q: 3 clusters Score -4975195 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49414 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -4975214.500000 Penalty: 3218.791260
	Iteration 17Q: 3 clusters Score -4975214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49424 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -4975225.500000 Penalty: 3218.791260
	Iteration 18Q: 3 clusters Score -4975226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49426 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -4975232.000000 Penalty: 3218.791260
	Iteration 19Q: 3 clusters Score -4975232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49437 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -4975250.500000 Penalty: 3218.791260
	Iteration 20F: 3 clusters Score -4975250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49444 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4975255.500000 Penalty: 3218.791260
	Iteration 21Q: 3 clusters Score -4975256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49448 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4975256.000000 Penalty: 3218.791260
	Iteration 22Q: 3 clusters Score -4975256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49448 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4975256.000000 Penalty: 3218.791260
	Iteration 23F: 3 clusters Score -4975256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Entering Unmasked Estep 
Score: -382970.812500 Penalty: 1239.021729
	Iteration 0F: 2 clusters Score -382970.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -379794.125000 Penalty: 2478.043457
	Iteration 0F: 3 clusters Score -379794.1 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -380787.812500 Penalty: 2478.043457
	Iteration 1F: 3 clusters Score -380787.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -381036.093750 Penalty: 2478.043457
	Iteration 2F: 3 clusters Score -381036.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -381182.437500 Penalty: 2478.043457
	Iteration 3Q: 3 clusters Score -381182.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -381308.937500 Penalty: 2478.043457
	Iteration 4Q: 3 clusters Score -381308.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -381422.125000 Penalty: 2478.043457
	Iteration 5Q: 3 clusters Score -381422.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -381515.437500 Penalty: 2478.043457
	Iteration 6Q: 3 clusters Score -381515.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -381595.000000 Penalty: 2478.043457
	Iteration 7Q: 3 clusters Score -381595 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -381667.375000 Penalty: 2478.043457
	Iteration 8Q: 3 clusters Score -381667.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -381734.968750 Penalty: 2478.043457
	Iteration 9Q: 3 clusters Score -381735 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -381795.343750 Penalty: 2478.043457
	Iteration 10Q: 3 clusters Score -381795.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -381829.375000 Penalty: 2478.043457
	Iteration 11Q: 3 clusters Score -381829.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -381852.468750 Penalty: 2478.043457
	Iteration 12Q: 3 clusters Score -381852.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -381875.062500 Penalty: 2478.043457
	Iteration 13Q: 3 clusters Score -381875.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -381888.437500 Penalty: 2478.043457
	Iteration 14Q: 3 clusters Score -381888.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -381905.937500 Penalty: 2478.043457
	Iteration 15Q: 3 clusters Score -381905.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -381923.500000 Penalty: 2478.043457
	Iteration 16Q: 3 clusters Score -381923.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -381938.343750 Penalty: 2478.043457
	Iteration 17Q: 3 clusters Score -381938.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -381948.375000 Penalty: 2478.043457
	Iteration 18Q: 3 clusters Score -381948.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -381955.562500 Penalty: 2478.043457
	Iteration 19Q: 3 clusters Score -381955.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -381963.625000 Penalty: 2478.043457
	Iteration 20F: 3 clusters Score -381963.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -381971.562500 Penalty: 2478.043457
	Iteration 21Q: 3 clusters Score -381971.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -381979.437500 Penalty: 2478.043457
	Iteration 22Q: 3 clusters Score -381979.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -381986.562500 Penalty: 2478.043457
	Iteration 23Q: 3 clusters Score -381986.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -381993.156250 Penalty: 2478.043457
	Iteration 24Q: 3 clusters Score -381993.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -381998.437500 Penalty: 2478.043457
	Iteration 25Q: 3 clusters Score -381998.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -382004.375000 Penalty: 2478.043457
	Iteration 26Q: 3 clusters Score -382004.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -382015.656250 Penalty: 2478.043457
	Iteration 27Q: 3 clusters Score -382015.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -382032.937500 Penalty: 2478.043457
	Iteration 28Q: 3 clusters Score -382032.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -382044.156250 Penalty: 2478.043457
	Iteration 29Q: 3 clusters Score -382044.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -382054.312500 Penalty: 2478.043457
	Iteration 30Q: 3 clusters Score -382054.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -382062.625000 Penalty: 2478.043457
	Iteration 31Q: 3 clusters Score -382062.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -382069.562500 Penalty: 2478.043457
	Iteration 32Q: 3 clusters Score -382069.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -382077.812500 Penalty: 2478.043457
	Iteration 33Q: 3 clusters Score -382077.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -382086.468750 Penalty: 2478.043457
	Iteration 34Q: 3 clusters Score -382086.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -382091.968750 Penalty: 2478.043457
	Iteration 35Q: 3 clusters Score -382092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -382097.312500 Penalty: 2478.043457
	Iteration 36Q: 3 clusters Score -382097.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -382100.562500 Penalty: 2478.043457
	Iteration 37Q: 3 clusters Score -382100.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -382109.812500 Penalty: 2478.043457
	Iteration 38Q: 3 clusters Score -382109.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -382113.906250 Penalty: 2478.043457
	Iteration 39Q: 3 clusters Score -382113.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -382116.781250 Penalty: 2478.043457
	Iteration 40F: 3 clusters Score -382116.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -382117.000000 Penalty: 2478.043457
	Iteration 41Q: 3 clusters Score -382117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -382119.312500 Penalty: 2478.043457
	Iteration 42Q: 3 clusters Score -382119.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -382122.093750 Penalty: 2478.043457
	Iteration 43Q: 3 clusters Score -382122.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -382126.718750 Penalty: 2478.043457
	Iteration 44Q: 3 clusters Score -382126.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -382130.406250 Penalty: 2478.043457
	Iteration 45Q: 3 clusters Score -382130.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -382133.156250 Penalty: 2478.043457
	Iteration 46Q: 3 clusters Score -382133.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -382135.406250 Penalty: 2478.043457
	Iteration 47Q: 3 clusters Score -382135.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -382136.437500 Penalty: 2478.043457
	Iteration 48Q: 3 clusters Score -382136.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -382138.531250 Penalty: 2478.043457
	Iteration 49Q: 3 clusters Score -382138.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -382143.312500 Penalty: 2478.043457
	Iteration 50Q: 3 clusters Score -382143.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -382148.562500 Penalty: 2478.043457
	Iteration 51Q: 3 clusters Score -382148.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -382155.718750 Penalty: 2478.043457
	Iteration 52Q: 3 clusters Score -382155.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -382160.468750 Penalty: 2478.043457
	Iteration 53Q: 3 clusters Score -382160.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -382166.187500 Penalty: 2478.043457
	Iteration 54Q: 3 clusters Score -382166.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -382168.875000 Penalty: 2478.043457
	Iteration 55Q: 3 clusters Score -382168.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -382168.875000 Penalty: 2478.043457
	Iteration 56F: 3 clusters Score -382168.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Entering Unmasked Estep 
Score: -1026279.000000 Penalty: 1369.183472
	Iteration 0F: 2 clusters Score -1026279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1019522.937500 Penalty: 2738.366943
	Iteration 0F: 3 clusters Score -1019523 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1021723.125000 Penalty: 2738.366943
	Iteration 1F: 3 clusters Score -1021723 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1022028.562500 Penalty: 2738.366943
	Iteration 2F: 3 clusters Score -1022029 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1022248.937500 Penalty: 2738.366943
	Iteration 3F: 3 clusters Score -1022249 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1022422.875000 Penalty: 2738.366943
	Iteration 4Q: 3 clusters Score -1022423 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1022559.562500 Penalty: 2738.366943
	Iteration 5Q: 3 clusters Score -1022560 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1022702.750000 Penalty: 2738.366943
	Iteration 6Q: 3 clusters Score -1022703 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1022827.625000 Penalty: 2738.366943
	Iteration 7Q: 3 clusters Score -1022828 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1022958.312500 Penalty: 2738.366943
	Iteration 8Q: 3 clusters Score -1022958 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1023075.375000 Penalty: 2738.366943
	Iteration 9Q: 3 clusters Score -1023075 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1023218.562500 Penalty: 2738.366943
	Iteration 10Q: 3 clusters Score -1023219 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1023410.750000 Penalty: 2738.366943
	Iteration 11Q: 3 clusters Score -1023411 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1023670.312500 Penalty: 2738.366943
	Iteration 12Q: 3 clusters Score -1023670 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1023976.125000 Penalty: 2738.366943
	Iteration 13Q: 3 clusters Score -1023976 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1024287.375000 Penalty: 2738.366943
	Iteration 14Q: 3 clusters Score -1024287 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1024560.437500 Penalty: 2738.366943
	Iteration 15Q: 3 clusters Score -1024560 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1024807.500000 Penalty: 2738.366943
	Iteration 16Q: 3 clusters Score -1024808 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1025017.125000 Penalty: 2738.366943
	Iteration 17Q: 3 clusters Score -1025017 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1025173.125000 Penalty: 2738.366943
	Iteration 18Q: 3 clusters Score -1025173 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1025267.500000 Penalty: 2738.366943
	Iteration 19Q: 3 clusters Score -1025268 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1025342.125000 Penalty: 2738.366943
	Iteration 20F: 3 clusters Score -1025342 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1025394.625000 Penalty: 2738.366943
	Iteration 21Q: 3 clusters Score -1025395 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1025437.375000 Penalty: 2738.366943
	Iteration 22Q: 3 clusters Score -1025437 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1025467.687500 Penalty: 2738.366943
	Iteration 23Q: 3 clusters Score -1025468 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1025485.312500 Penalty: 2738.366943
	Iteration 24Q: 3 clusters Score -1025485 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1025497.937500 Penalty: 2738.366943
	Iteration 25Q: 3 clusters Score -1025498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1025500.687500 Penalty: 2738.366943
	Iteration 26Q: 3 clusters Score -1025501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1025508.125000 Penalty: 2738.366943
	Iteration 27Q: 3 clusters Score -1025508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1025515.187500 Penalty: 2738.366943
	Iteration 28Q: 3 clusters Score -1025515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1025521.625000 Penalty: 2738.366943
	Iteration 29Q: 3 clusters Score -1025522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1025525.687500 Penalty: 2738.366943
	Iteration 30Q: 3 clusters Score -1025526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1025526.500000 Penalty: 2738.366943
	Iteration 31Q: 3 clusters Score -1025526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1025532.000000 Penalty: 2738.366943
	Iteration 32Q: 3 clusters Score -1025532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1025536.875000 Penalty: 2738.366943
	Iteration 33Q: 3 clusters Score -1025537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1025539.187500 Penalty: 2738.366943
	Iteration 34Q: 3 clusters Score -1025539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1025540.375000 Penalty: 2738.366943
	Iteration 35Q: 3 clusters Score -1025540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1025542.812500 Penalty: 2738.366943
	Iteration 36Q: 3 clusters Score -1025543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1025546.062500 Penalty: 2738.366943
	Iteration 37Q: 3 clusters Score -1025546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1025548.250000 Penalty: 2738.366943
	Iteration 38Q: 3 clusters Score -1025548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1025549.625000 Penalty: 2738.366943
	Iteration 39Q: 3 clusters Score -1025550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1025552.125000 Penalty: 2738.366943
	Iteration 40F: 3 clusters Score -1025552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Entering Unmasked Estep 
Score: -144664.156250 Penalty: 1110.633789
	Iteration 0F: 2 clusters Score -144664.2 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 835 members 
Entering Unmasked Estep 
Score: -142980.750000 Penalty: 2221.267578
	Iteration 0F: 3 clusters Score -142980.8 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -143484.843750 Penalty: 2221.267578
	Iteration 1F: 3 clusters Score -143484.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -143705.875000 Penalty: 2221.267578
	Iteration 2F: 3 clusters Score -143705.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -143879.031250 Penalty: 2221.267578
	Iteration 3F: 3 clusters Score -143879 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -143987.875000 Penalty: 2221.267578
	Iteration 4Q: 3 clusters Score -143987.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -144105.062500 Penalty: 2221.267578
	Iteration 5Q: 3 clusters Score -144105.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -144177.296875 Penalty: 2221.267578
	Iteration 6Q: 3 clusters Score -144177.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -144233.250000 Penalty: 2221.267578
	Iteration 7Q: 3 clusters Score -144233.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -144281.312500 Penalty: 2221.267578
	Iteration 8Q: 3 clusters Score -144281.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -144328.125000 Penalty: 2221.267578
	Iteration 9Q: 3 clusters Score -144328.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -144371.968750 Penalty: 2221.267578
	Iteration 10Q: 3 clusters Score -144372 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -144419.890625 Penalty: 2221.267578
	Iteration 11Q: 3 clusters Score -144419.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -144460.125000 Penalty: 2221.267578
	Iteration 12Q: 3 clusters Score -144460.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -144478.671875 Penalty: 2221.267578
	Iteration 13Q: 3 clusters Score -144478.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -144489.203125 Penalty: 2221.267578
	Iteration 14Q: 3 clusters Score -144489.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -144497.203125 Penalty: 2221.267578
	Iteration 15Q: 3 clusters Score -144497.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -144501.093750 Penalty: 2221.267578
	Iteration 16Q: 3 clusters Score -144501.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -144501.671875 Penalty: 2221.267578
	Iteration 17Q: 3 clusters Score -144501.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -144503.187500 Penalty: 2221.267578
	Iteration 18Q: 3 clusters Score -144503.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -144503.187500 Penalty: 2221.267578
	Iteration 19F: 3 clusters Score -144503.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Entering Unmasked Estep 
Score: -509200.375000 Penalty: 1278.064331
	Iteration 0F: 2 clusters Score -509200.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -505297.000000 Penalty: 2556.128662
	Iteration 0F: 3 clusters Score -505297 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -506596.937500 Penalty: 2556.128662
	Iteration 1F: 3 clusters Score -506596.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -506920.687500 Penalty: 2556.128662
	Iteration 2F: 3 clusters Score -506920.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -507198.812500 Penalty: 2556.128662
	Iteration 3F: 3 clusters Score -507198.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -507430.593750 Penalty: 2556.128662
	Iteration 4F: 3 clusters Score -507430.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -507629.500000 Penalty: 2556.128662
	Iteration 5F: 3 clusters Score -507629.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -507814.500000 Penalty: 2556.128662
	Iteration 6Q: 3 clusters Score -507814.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -508010.781250 Penalty: 2556.128662
	Iteration 7Q: 3 clusters Score -508010.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -508183.375000 Penalty: 2556.128662
	Iteration 8Q: 3 clusters Score -508183.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -508331.937500 Penalty: 2556.128662
	Iteration 9Q: 3 clusters Score -508331.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -508463.000000 Penalty: 2556.128662
	Iteration 10Q: 3 clusters Score -508463 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -508585.687500 Penalty: 2556.128662
	Iteration 11Q: 3 clusters Score -508585.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -508707.968750 Penalty: 2556.128662
	Iteration 12Q: 3 clusters Score -508708 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -508774.281250 Penalty: 2556.128662
	Iteration 13Q: 3 clusters Score -508774.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -508822.906250 Penalty: 2556.128662
	Iteration 14Q: 3 clusters Score -508822.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -508864.000000 Penalty: 2556.128662
	Iteration 15Q: 3 clusters Score -508864 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -508904.218750 Penalty: 2556.128662
	Iteration 16Q: 3 clusters Score -508904.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -508929.156250 Penalty: 2556.128662
	Iteration 17Q: 3 clusters Score -508929.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -508943.906250 Penalty: 2556.128662
	Iteration 18Q: 3 clusters Score -508943.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -508953.843750 Penalty: 2556.128662
	Iteration 19Q: 3 clusters Score -508953.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -508960.156250 Penalty: 2556.128662
	Iteration 20F: 3 clusters Score -508960.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -508967.531250 Penalty: 2556.128662
	Iteration 21Q: 3 clusters Score -508967.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -508971.781250 Penalty: 2556.128662
	Iteration 22Q: 3 clusters Score -508971.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -508974.968750 Penalty: 2556.128662
	Iteration 23Q: 3 clusters Score -508975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -508974.968750 Penalty: 2556.128662
	Iteration 24Q: 3 clusters Score -508975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -508976.937500 Penalty: 2556.128662
	Iteration 25Q: 3 clusters Score -508976.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -508978.875000 Penalty: 2556.128662
	Iteration 26Q: 3 clusters Score -508978.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -508978.656250 Penalty: 2556.128662
	Iteration 27Q: 3 clusters Score -508978.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -508979.843750 Penalty: 2556.128662
	Iteration 28Q: 3 clusters Score -508979.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -508981.125000 Penalty: 2556.128662
	Iteration 29Q: 3 clusters Score -508981.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -508982.281250 Penalty: 2556.128662
	Iteration 30Q: 3 clusters Score -508982.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -508984.531250 Penalty: 2556.128662
	Iteration 31Q: 3 clusters Score -508984.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -508984.531250 Penalty: 2556.128662
	Iteration 32Q: 3 clusters Score -508984.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -508984.937500 Penalty: 2556.128662
	Iteration 33Q: 3 clusters Score -508984.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -508984.937500 Penalty: 2556.128662
	Iteration 34F: 3 clusters Score -508984.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (40352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40352 members 
Entering Unmasked Estep 
Score: -4076788.250000 Penalty: 1578.083008
	Iteration 0F: 2 clusters Score -4076788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -4050558.750000 Penalty: 3156.166016
	Iteration 0F: 3 clusters Score -4050559 nChanged 18555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -4060783.750000 Penalty: 3156.166016
	Iteration 1F: 3 clusters Score -4060784 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -4061594.250000 Penalty: 3156.166016
	Iteration 2F: 3 clusters Score -4061594 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -4062531.250000 Penalty: 3156.166016
	Iteration 3F: 3 clusters Score -4062531 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -4063691.500000 Penalty: 3156.166016
	Iteration 4F: 3 clusters Score -4063692 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -4065134.000000 Penalty: 3156.166016
	Iteration 5F: 3 clusters Score -4065134 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -4066879.250000 Penalty: 3156.166016
	Iteration 6F: 3 clusters Score -4066879 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -4068725.750000 Penalty: 3156.166016
	Iteration 7F: 3 clusters Score -4068726 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -4070323.500000 Penalty: 3156.166016
	Iteration 8F: 3 clusters Score -4070324 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -4071314.500000 Penalty: 3156.166016
	Iteration 9Q: 3 clusters Score -4071314 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -4071784.000000 Penalty: 3156.166016
	Iteration 10Q: 3 clusters Score -4071784 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -4072069.500000 Penalty: 3156.166016
	Iteration 11Q: 3 clusters Score -4072070 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -4072252.500000 Penalty: 3156.166016
	Iteration 12Q: 3 clusters Score -4072252 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -4072377.500000 Penalty: 3156.166016
	Iteration 13Q: 3 clusters Score -4072378 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -4072520.000000 Penalty: 3156.166016
	Iteration 14Q: 3 clusters Score -4072520 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -4072624.000000 Penalty: 3156.166016
	Iteration 15Q: 3 clusters Score -4072624 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -4072742.250000 Penalty: 3156.166016
	Iteration 16Q: 3 clusters Score -4072742 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -4072832.250000 Penalty: 3156.166016
	Iteration 17Q: 3 clusters Score -4072832 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -4072925.500000 Penalty: 3156.166016
	Iteration 18Q: 3 clusters Score -4072926 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -4073051.250000 Penalty: 3156.166016
	Iteration 19Q: 3 clusters Score -4073051 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -4073140.250000 Penalty: 3156.166016
	Iteration 20F: 3 clusters Score -4073140 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -4073226.000000 Penalty: 3156.166016
	Iteration 21Q: 3 clusters Score -4073226 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -4073293.250000 Penalty: 3156.166016
	Iteration 22Q: 3 clusters Score -4073293 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -4073349.500000 Penalty: 3156.166016
	Iteration 23Q: 3 clusters Score -4073350 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -4073385.000000 Penalty: 3156.166016
	Iteration 24Q: 3 clusters Score -4073385 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -4073432.500000 Penalty: 3156.166016
	Iteration 25Q: 3 clusters Score -4073432 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -4073453.250000 Penalty: 3156.166016
	Iteration 26Q: 3 clusters Score -4073453 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -4073461.250000 Penalty: 3156.166016
	Iteration 27Q: 3 clusters Score -4073461 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -4073485.000000 Penalty: 3156.166016
	Iteration 28Q: 3 clusters Score -4073485 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -4073485.500000 Penalty: 3156.166016
	Iteration 29Q: 3 clusters Score -4073486 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -4073487.750000 Penalty: 3156.166016
	Iteration 30Q: 3 clusters Score -4073488 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -4073494.500000 Penalty: 3156.166016
	Iteration 31Q: 3 clusters Score -4073494 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -4073508.000000 Penalty: 3156.166016
	Iteration 32Q: 3 clusters Score -4073508 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -4073517.250000 Penalty: 3156.166016
	Iteration 33Q: 3 clusters Score -4073517 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -4073529.750000 Penalty: 3156.166016
	Iteration 34Q: 3 clusters Score -4073530 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -4073536.250000 Penalty: 3156.166016
	Iteration 35Q: 3 clusters Score -4073536 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -4073535.750000 Penalty: 3156.166016
	Iteration 36Q: 3 clusters Score -4073536 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -4073532.750000 Penalty: 3156.166016
	Iteration 37Q: 3 clusters Score -4073533 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -4073527.750000 Penalty: 3156.166016
	Iteration 38Q: 3 clusters Score -4073528 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -4073535.000000 Penalty: 3156.166016
	Iteration 39Q: 3 clusters Score -4073535 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -4073542.500000 Penalty: 3156.166016
	Iteration 40F: 3 clusters Score -4073542 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -4073540.250000 Penalty: 3156.166016
	Iteration 41Q: 3 clusters Score -4073540 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -4073548.000000 Penalty: 3156.166016
	Iteration 42Q: 3 clusters Score -4073548 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -4073564.250000 Penalty: 3156.166016
	Iteration 43Q: 3 clusters Score -4073564 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -4073554.500000 Penalty: 3156.166016
	Iteration 44Q: 3 clusters Score -4073554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -4073554.000000 Penalty: 3156.166016
	Iteration 45Q: 3 clusters Score -4073554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -4073552.250000 Penalty: 3156.166016
	Iteration 46Q: 3 clusters Score -4073552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -4073548.000000 Penalty: 3156.166016
	Iteration 47Q: 3 clusters Score -4073548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -4073558.000000 Penalty: 3156.166016
	Iteration 48Q: 3 clusters Score -4073558 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -4073558.750000 Penalty: 3156.166016
	Iteration 49Q: 3 clusters Score -4073559 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -4073556.000000 Penalty: 3156.166016
	Iteration 50Q: 3 clusters Score -4073556 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -4073552.250000 Penalty: 3156.166016
	Iteration 51Q: 3 clusters Score -4073552 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -4073553.500000 Penalty: 3156.166016
	Iteration 52Q: 3 clusters Score -4073554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -4073552.250000 Penalty: 3156.166016
	Iteration 53Q: 3 clusters Score -4073552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -4073552.500000 Penalty: 3156.166016
	Iteration 54Q: 3 clusters Score -4073552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -4073546.000000 Penalty: 3156.166016
	Iteration 55Q: 3 clusters Score -4073546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -4073544.750000 Penalty: 3156.166016
	Iteration 56Q: 3 clusters Score -4073545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -4073550.000000 Penalty: 3156.166016
	Iteration 57Q: 3 clusters Score -4073550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -4073550.250000 Penalty: 3156.166016
	Iteration 58Q: 3 clusters Score -4073550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -4073542.250000 Penalty: 3156.166016
	Iteration 59Q: 3 clusters Score -4073542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -4073540.250000 Penalty: 3156.166016
	Iteration 60F: 3 clusters Score -4073540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -4073543.750000 Penalty: 3156.166016
	Iteration 61Q: 3 clusters Score -4073544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -4073545.750000 Penalty: 3156.166016
	Iteration 62Q: 3 clusters Score -4073546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -4073546.000000 Penalty: 3156.166016
	Iteration 63Q: 3 clusters Score -4073546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -4073547.250000 Penalty: 3156.166016
	Iteration 64Q: 3 clusters Score -4073547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -4073549.250000 Penalty: 3156.166016
	Iteration 65Q: 3 clusters Score -4073549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -4073541.750000 Penalty: 3156.166016
	Iteration 66Q: 3 clusters Score -4073542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -4073542.250000 Penalty: 3156.166016
	Iteration 67Q: 3 clusters Score -4073542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -4073543.750000 Penalty: 3156.166016
	Iteration 68Q: 3 clusters Score -4073544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -4073539.250000 Penalty: 3156.166016
	Iteration 69Q: 3 clusters Score -4073539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -4073539.250000 Penalty: 3156.166016
	Iteration 70F: 3 clusters Score -4073539 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Entering Unmasked Estep 
Score: -869579.562500 Penalty: 1344.484009
	Iteration 0F: 2 clusters Score -869579.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -863846.125000 Penalty: 2688.968018
	Iteration 0F: 3 clusters Score -863846.1 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -865704.625000 Penalty: 2688.968018
	Iteration 1F: 3 clusters Score -865704.6 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -866011.312500 Penalty: 2688.968018
	Iteration 2F: 3 clusters Score -866011.3 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -866200.000000 Penalty: 2688.968018
	Iteration 3F: 3 clusters Score -866200 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -866336.500000 Penalty: 2688.968018
	Iteration 4Q: 3 clusters Score -866336.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -866445.125000 Penalty: 2688.968018
	Iteration 5Q: 3 clusters Score -866445.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -866542.562500 Penalty: 2688.968018
	Iteration 6Q: 3 clusters Score -866542.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -866623.937500 Penalty: 2688.968018
	Iteration 7Q: 3 clusters Score -866623.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -866694.687500 Penalty: 2688.968018
	Iteration 8Q: 3 clusters Score -866694.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -866770.062500 Penalty: 2688.968018
	Iteration 9Q: 3 clusters Score -866770.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -866850.750000 Penalty: 2688.968018
	Iteration 10Q: 3 clusters Score -866850.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -866949.687500 Penalty: 2688.968018
	Iteration 11Q: 3 clusters Score -866949.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -867053.937500 Penalty: 2688.968018
	Iteration 12Q: 3 clusters Score -867053.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -867176.375000 Penalty: 2688.968018
	Iteration 13Q: 3 clusters Score -867176.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -867332.437500 Penalty: 2688.968018
	Iteration 14Q: 3 clusters Score -867332.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -867502.000000 Penalty: 2688.968018
	Iteration 15Q: 3 clusters Score -867502 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -867673.312500 Penalty: 2688.968018
	Iteration 16Q: 3 clusters Score -867673.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -867838.437500 Penalty: 2688.968018
	Iteration 17Q: 3 clusters Score -867838.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -867978.562500 Penalty: 2688.968018
	Iteration 18Q: 3 clusters Score -867978.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -868113.500000 Penalty: 2688.968018
	Iteration 19Q: 3 clusters Score -868113.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -868219.812500 Penalty: 2688.968018
	Iteration 20F: 3 clusters Score -868219.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -868291.812500 Penalty: 2688.968018
	Iteration 21Q: 3 clusters Score -868291.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -868349.187500 Penalty: 2688.968018
	Iteration 22Q: 3 clusters Score -868349.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -868388.750000 Penalty: 2688.968018
	Iteration 23Q: 3 clusters Score -868388.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -868432.562500 Penalty: 2688.968018
	Iteration 24Q: 3 clusters Score -868432.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -868459.625000 Penalty: 2688.968018
	Iteration 25Q: 3 clusters Score -868459.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -868482.562500 Penalty: 2688.968018
	Iteration 26Q: 3 clusters Score -868482.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -868499.000000 Penalty: 2688.968018
	Iteration 27Q: 3 clusters Score -868499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -868502.375000 Penalty: 2688.968018
	Iteration 28Q: 3 clusters Score -868502.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -868511.062500 Penalty: 2688.968018
	Iteration 29Q: 3 clusters Score -868511.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -868520.687500 Penalty: 2688.968018
	Iteration 30Q: 3 clusters Score -868520.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -868526.375000 Penalty: 2688.968018
	Iteration 31Q: 3 clusters Score -868526.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -868535.312500 Penalty: 2688.968018
	Iteration 32Q: 3 clusters Score -868535.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -868545.812500 Penalty: 2688.968018
	Iteration 33Q: 3 clusters Score -868545.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -868556.875000 Penalty: 2688.968018
	Iteration 34Q: 3 clusters Score -868556.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -868565.937500 Penalty: 2688.968018
	Iteration 35Q: 3 clusters Score -868565.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -868570.187500 Penalty: 2688.968018
	Iteration 36Q: 3 clusters Score -868570.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -868576.500000 Penalty: 2688.968018
	Iteration 37Q: 3 clusters Score -868576.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -868580.625000 Penalty: 2688.968018
	Iteration 38Q: 3 clusters Score -868580.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -868588.000000 Penalty: 2688.968018
	Iteration 39Q: 3 clusters Score -868588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -868595.937500 Penalty: 2688.968018
	Iteration 40F: 3 clusters Score -868595.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -868600.500000 Penalty: 2688.968018
	Iteration 41Q: 3 clusters Score -868600.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -868604.375000 Penalty: 2688.968018
	Iteration 42Q: 3 clusters Score -868604.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -868606.375000 Penalty: 2688.968018
	Iteration 43Q: 3 clusters Score -868606.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -868607.000000 Penalty: 2688.968018
	Iteration 44Q: 3 clusters Score -868607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -868608.375000 Penalty: 2688.968018
	Iteration 45Q: 3 clusters Score -868608.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -868609.812500 Penalty: 2688.968018
	Iteration 46Q: 3 clusters Score -868609.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -868609.812500 Penalty: 2688.968018
	Iteration 47F: 3 clusters Score -868609.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (20151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Entering Unmasked Estep 
Score: -1937836.375000 Penalty: 1474.758179
	Iteration 0F: 2 clusters Score -1937836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1924523.375000 Penalty: 2949.516357
	Iteration 0F: 3 clusters Score -1924523 nChanged 8955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1929396.875000 Penalty: 2949.516357
	Iteration 1F: 3 clusters Score -1929397 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1929813.125000 Penalty: 2949.516357
	Iteration 2F: 3 clusters Score -1929813 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1930162.500000 Penalty: 2949.516357
	Iteration 3Q: 3 clusters Score -1930162 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1930458.000000 Penalty: 2949.516357
	Iteration 4Q: 3 clusters Score -1930458 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -1930736.000000 Penalty: 2949.516357
	Iteration 5Q: 3 clusters Score -1930736 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1931039.750000 Penalty: 2949.516357
	Iteration 6Q: 3 clusters Score -1931040 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -1931330.125000 Penalty: 2949.516357
	Iteration 7Q: 3 clusters Score -1931330 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -1931605.625000 Penalty: 2949.516357
	Iteration 8Q: 3 clusters Score -1931606 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -1931907.000000 Penalty: 2949.516357
	Iteration 9Q: 3 clusters Score -1931907 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -1932252.875000 Penalty: 2949.516357
	Iteration 10Q: 3 clusters Score -1932253 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -1932630.375000 Penalty: 2949.516357
	Iteration 11Q: 3 clusters Score -1932630 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -1933047.375000 Penalty: 2949.516357
	Iteration 12Q: 3 clusters Score -1933047 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -1933549.625000 Penalty: 2949.516357
	Iteration 13Q: 3 clusters Score -1933550 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -1934030.625000 Penalty: 2949.516357
	Iteration 14Q: 3 clusters Score -1934031 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -1934507.125000 Penalty: 2949.516357
	Iteration 15Q: 3 clusters Score -1934507 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -1934983.125000 Penalty: 2949.516357
	Iteration 16Q: 3 clusters Score -1934983 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -1935409.000000 Penalty: 2949.516357
	Iteration 17Q: 3 clusters Score -1935409 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -1935798.250000 Penalty: 2949.516357
	Iteration 18Q: 3 clusters Score -1935798 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -1936094.625000 Penalty: 2949.516357
	Iteration 19Q: 3 clusters Score -1936095 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -1936330.750000 Penalty: 2949.516357
	Iteration 20F: 3 clusters Score -1936331 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -1936493.750000 Penalty: 2949.516357
	Iteration 21Q: 3 clusters Score -1936494 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -1936594.000000 Penalty: 2949.516357
	Iteration 22Q: 3 clusters Score -1936594 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -1936655.125000 Penalty: 2949.516357
	Iteration 23Q: 3 clusters Score -1936655 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -1936701.375000 Penalty: 2949.516357
	Iteration 24Q: 3 clusters Score -1936701 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -1936735.625000 Penalty: 2949.516357
	Iteration 25Q: 3 clusters Score -1936736 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -1936758.750000 Penalty: 2949.516357
	Iteration 26Q: 3 clusters Score -1936759 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -1936780.125000 Penalty: 2949.516357
	Iteration 27Q: 3 clusters Score -1936780 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -1936799.250000 Penalty: 2949.516357
	Iteration 28Q: 3 clusters Score -1936799 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -1936810.250000 Penalty: 2949.516357
	Iteration 29Q: 3 clusters Score -1936810 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -1936826.625000 Penalty: 2949.516357
	Iteration 30Q: 3 clusters Score -1936827 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -1936839.250000 Penalty: 2949.516357
	Iteration 31Q: 3 clusters Score -1936839 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -1936856.625000 Penalty: 2949.516357
	Iteration 32Q: 3 clusters Score -1936857 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -1936870.375000 Penalty: 2949.516357
	Iteration 33Q: 3 clusters Score -1936870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -1936877.375000 Penalty: 2949.516357
	Iteration 34Q: 3 clusters Score -1936877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 19532 members 
Entering Unmasked Estep 
Score: -1936877.250000 Penalty: 2949.516357
	Iteration 35Q: 3 clusters Score -1936877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -1936881.375000 Penalty: 2949.516357
	Iteration 36Q: 3 clusters Score -1936881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -1936886.125000 Penalty: 2949.516357
	Iteration 37Q: 3 clusters Score -1936886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -1936890.250000 Penalty: 2949.516357
	Iteration 38Q: 3 clusters Score -1936890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -1936897.375000 Penalty: 2949.516357
	Iteration 39Q: 3 clusters Score -1936897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -1936904.125000 Penalty: 2949.516357
	Iteration 40F: 3 clusters Score -1936904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -1936911.000000 Penalty: 2949.516357
	Iteration 41Q: 3 clusters Score -1936911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -1936913.500000 Penalty: 2949.516357
	Iteration 42Q: 3 clusters Score -1936914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -1936918.625000 Penalty: 2949.516357
	Iteration 43Q: 3 clusters Score -1936919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -1936924.625000 Penalty: 2949.516357
	Iteration 44Q: 3 clusters Score -1936925 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -1936928.000000 Penalty: 2949.516357
	Iteration 45Q: 3 clusters Score -1936928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -1936934.500000 Penalty: 2949.516357
	Iteration 46Q: 3 clusters Score -1936934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -1936940.625000 Penalty: 2949.516357
	Iteration 47Q: 3 clusters Score -1936941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -1936944.500000 Penalty: 2949.516357
	Iteration 48Q: 3 clusters Score -1936944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -1936944.000000 Penalty: 2949.516357
	Iteration 49Q: 3 clusters Score -1936944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -1936949.250000 Penalty: 2949.516357
	Iteration 50Q: 3 clusters Score -1936949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -1936949.500000 Penalty: 2949.516357
	Iteration 51Q: 3 clusters Score -1936950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -1936952.375000 Penalty: 2949.516357
	Iteration 52Q: 3 clusters Score -1936952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -1936954.875000 Penalty: 2949.516357
	Iteration 53Q: 3 clusters Score -1936955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -1936956.750000 Penalty: 2949.516357
	Iteration 54Q: 3 clusters Score -1936957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -1936959.375000 Penalty: 2949.516357
	Iteration 55Q: 3 clusters Score -1936959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -1936964.375000 Penalty: 2949.516357
	Iteration 56Q: 3 clusters Score -1936964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -1936962.125000 Penalty: 2949.516357
	Iteration 57Q: 3 clusters Score -1936962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -1936964.250000 Penalty: 2949.516357
	Iteration 58Q: 3 clusters Score -1936964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -1936964.500000 Penalty: 2949.516357
	Iteration 59Q: 3 clusters Score -1936964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -1936968.500000 Penalty: 2949.516357
	Iteration 60F: 3 clusters Score -1936968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -1936969.250000 Penalty: 2949.516357
	Iteration 61Q: 3 clusters Score -1936969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -1936969.250000 Penalty: 2949.516357
	Iteration 62F: 3 clusters Score -1936969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (16350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Entering Unmasked Estep 
Score: -1713651.125000 Penalty: 1443.655151
	Iteration 0F: 2 clusters Score -1713651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1702917.250000 Penalty: 2887.310303
	Iteration 0F: 3 clusters Score -1702917 nChanged 7057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1706883.750000 Penalty: 2887.310303
	Iteration 1F: 3 clusters Score -1706884 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1707369.750000 Penalty: 2887.310303
	Iteration 2F: 3 clusters Score -1707370 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1707810.875000 Penalty: 2887.310303
	Iteration 3F: 3 clusters Score -1707811 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1708260.500000 Penalty: 2887.310303
	Iteration 4F: 3 clusters Score -1708260 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1708777.625000 Penalty: 2887.310303
	Iteration 5F: 3 clusters Score -1708778 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1709358.000000 Penalty: 2887.310303
	Iteration 6F: 3 clusters Score -1709358 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1709938.125000 Penalty: 2887.310303
	Iteration 7F: 3 clusters Score -1709938 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1710483.125000 Penalty: 2887.310303
	Iteration 8Q: 3 clusters Score -1710483 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1710991.000000 Penalty: 2887.310303
	Iteration 9Q: 3 clusters Score -1710991 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1711423.125000 Penalty: 2887.310303
	Iteration 10Q: 3 clusters Score -1711423 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1711729.750000 Penalty: 2887.310303
	Iteration 11Q: 3 clusters Score -1711730 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1711962.625000 Penalty: 2887.310303
	Iteration 12Q: 3 clusters Score -1711963 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1712113.000000 Penalty: 2887.310303
	Iteration 13Q: 3 clusters Score -1712113 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1712229.375000 Penalty: 2887.310303
	Iteration 14Q: 3 clusters Score -1712229 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1712313.625000 Penalty: 2887.310303
	Iteration 15Q: 3 clusters Score -1712314 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1712375.250000 Penalty: 2887.310303
	Iteration 16Q: 3 clusters Score -1712375 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1712419.250000 Penalty: 2887.310303
	Iteration 17Q: 3 clusters Score -1712419 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1712436.500000 Penalty: 2887.310303
	Iteration 18Q: 3 clusters Score -1712436 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1712457.125000 Penalty: 2887.310303
	Iteration 19Q: 3 clusters Score -1712457 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1712475.250000 Penalty: 2887.310303
	Iteration 20F: 3 clusters Score -1712475 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1712486.375000 Penalty: 2887.310303
	Iteration 21Q: 3 clusters Score -1712486 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1712499.625000 Penalty: 2887.310303
	Iteration 22Q: 3 clusters Score -1712500 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1712516.375000 Penalty: 2887.310303
	Iteration 23Q: 3 clusters Score -1712516 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1712526.625000 Penalty: 2887.310303
	Iteration 24Q: 3 clusters Score -1712527 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1712534.500000 Penalty: 2887.310303
	Iteration 25Q: 3 clusters Score -1712534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1712546.875000 Penalty: 2887.310303
	Iteration 26Q: 3 clusters Score -1712547 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1712560.250000 Penalty: 2887.310303
	Iteration 27Q: 3 clusters Score -1712560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1712567.500000 Penalty: 2887.310303
	Iteration 28Q: 3 clusters Score -1712568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1712580.875000 Penalty: 2887.310303
	Iteration 29Q: 3 clusters Score -1712581 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1712591.250000 Penalty: 2887.310303
	Iteration 30Q: 3 clusters Score -1712591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1712598.000000 Penalty: 2887.310303
	Iteration 31Q: 3 clusters Score -1712598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1712597.375000 Penalty: 2887.310303
	Iteration 32Q: 3 clusters Score -1712597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1712601.625000 Penalty: 2887.310303
	Iteration 33Q: 3 clusters Score -1712602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1712602.125000 Penalty: 2887.310303
	Iteration 34Q: 3 clusters Score -1712602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1712604.125000 Penalty: 2887.310303
	Iteration 35Q: 3 clusters Score -1712604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1712604.750000 Penalty: 2887.310303
	Iteration 36Q: 3 clusters Score -1712605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1712604.750000 Penalty: 2887.310303
	Iteration 37F: 3 clusters Score -1712605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (38097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38097 members 
Entering Unmasked Estep 
Score: -3955729.000000 Penalty: 1569.526123
	Iteration 0F: 2 clusters Score -3955729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -3931067.250000 Penalty: 3139.052246
	Iteration 0F: 3 clusters Score -3931067 nChanged 17226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -3940613.000000 Penalty: 3139.052246
	Iteration 1F: 3 clusters Score -3940613 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -3941432.500000 Penalty: 3139.052246
	Iteration 2F: 3 clusters Score -3941432 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -3942457.750000 Penalty: 3139.052246
	Iteration 3F: 3 clusters Score -3942458 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -3943772.000000 Penalty: 3139.052246
	Iteration 4F: 3 clusters Score -3943772 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -3945238.750000 Penalty: 3139.052246
	Iteration 5F: 3 clusters Score -3945239 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -3946568.500000 Penalty: 3139.052246
	Iteration 6F: 3 clusters Score -3946568 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -3947702.500000 Penalty: 3139.052246
	Iteration 7F: 3 clusters Score -3947702 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28518 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -3948645.250000 Penalty: 3139.052246
	Iteration 8Q: 3 clusters Score -3948645 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29820 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -3949525.000000 Penalty: 3139.052246
	Iteration 9Q: 3 clusters Score -3949525 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31130 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -3950318.750000 Penalty: 3139.052246
	Iteration 10Q: 3 clusters Score -3950319 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32392 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -3951058.750000 Penalty: 3139.052246
	Iteration 11Q: 3 clusters Score -3951059 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33576 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -3951771.500000 Penalty: 3139.052246
	Iteration 12Q: 3 clusters Score -3951772 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34632 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -3952440.000000 Penalty: 3139.052246
	Iteration 13Q: 3 clusters Score -3952440 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35498 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -3953017.500000 Penalty: 3139.052246
	Iteration 14Q: 3 clusters Score -3953018 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36195 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -3953454.750000 Penalty: 3139.052246
	Iteration 15Q: 3 clusters Score -3953455 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36719 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -3953836.750000 Penalty: 3139.052246
	Iteration 16Q: 3 clusters Score -3953837 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37029 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -3954061.000000 Penalty: 3139.052246
	Iteration 17Q: 3 clusters Score -3954061 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37236 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -3954207.750000 Penalty: 3139.052246
	Iteration 18Q: 3 clusters Score -3954208 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37381 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3954303.000000 Penalty: 3139.052246
	Iteration 19Q: 3 clusters Score -3954303 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37478 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3954379.500000 Penalty: 3139.052246
	Iteration 20F: 3 clusters Score -3954380 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37543 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3954434.000000 Penalty: 3139.052246
	Iteration 21Q: 3 clusters Score -3954434 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37590 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3954458.500000 Penalty: 3139.052246
	Iteration 22Q: 3 clusters Score -3954458 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37616 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -3954486.500000 Penalty: 3139.052246
	Iteration 23Q: 3 clusters Score -3954486 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37630 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -3954507.000000 Penalty: 3139.052246
	Iteration 24Q: 3 clusters Score -3954507 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37645 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3954507.500000 Penalty: 3139.052246
	Iteration 25Q: 3 clusters Score -3954508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37651 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3954515.500000 Penalty: 3139.052246
	Iteration 26Q: 3 clusters Score -3954516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37655 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3954517.750000 Penalty: 3139.052246
	Iteration 27Q: 3 clusters Score -3954518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37655 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3954522.000000 Penalty: 3139.052246
	Iteration 28Q: 3 clusters Score -3954522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37656 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3954521.250000 Penalty: 3139.052246
	Iteration 29Q: 3 clusters Score -3954521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37657 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3954524.000000 Penalty: 3139.052246
	Iteration 30Q: 3 clusters Score -3954524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37660 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -3954526.750000 Penalty: 3139.052246
	Iteration 31Q: 3 clusters Score -3954527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37661 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -3954529.500000 Penalty: 3139.052246
	Iteration 32Q: 3 clusters Score -3954530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37663 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -3954529.750000 Penalty: 3139.052246
	Iteration 33Q: 3 clusters Score -3954530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37663 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -3954529.750000 Penalty: 3139.052246
	Iteration 34F: 3 clusters Score -3954530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Entering Unmasked Estep 
Score: -1187074.250000 Penalty: 1401.471680
	Iteration 0F: 2 clusters Score -1187074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1178899.875000 Penalty: 2802.943359
	Iteration 0F: 3 clusters Score -1178900 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1181904.875000 Penalty: 2802.943359
	Iteration 1F: 3 clusters Score -1181905 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1182427.500000 Penalty: 2802.943359
	Iteration 2F: 3 clusters Score -1182428 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1182861.000000 Penalty: 2802.943359
	Iteration 3F: 3 clusters Score -1182861 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1183335.250000 Penalty: 2802.943359
	Iteration 4F: 3 clusters Score -1183335 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1183890.875000 Penalty: 2802.943359
	Iteration 5F: 3 clusters Score -1183891 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1184496.625000 Penalty: 2802.943359
	Iteration 6F: 3 clusters Score -1184497 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1185046.375000 Penalty: 2802.943359
	Iteration 7F: 3 clusters Score -1185046 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1185476.000000 Penalty: 2802.943359
	Iteration 8Q: 3 clusters Score -1185476 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1185800.625000 Penalty: 2802.943359
	Iteration 9Q: 3 clusters Score -1185801 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1186016.375000 Penalty: 2802.943359
	Iteration 10Q: 3 clusters Score -1186016 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1186164.875000 Penalty: 2802.943359
	Iteration 11Q: 3 clusters Score -1186165 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1186282.625000 Penalty: 2802.943359
	Iteration 12Q: 3 clusters Score -1186283 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1186387.125000 Penalty: 2802.943359
	Iteration 13Q: 3 clusters Score -1186387 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1186454.125000 Penalty: 2802.943359
	Iteration 14Q: 3 clusters Score -1186454 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1186498.875000 Penalty: 2802.943359
	Iteration 15Q: 3 clusters Score -1186499 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1186531.500000 Penalty: 2802.943359
	Iteration 16Q: 3 clusters Score -1186532 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1186560.125000 Penalty: 2802.943359
	Iteration 17Q: 3 clusters Score -1186560 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1186588.500000 Penalty: 2802.943359
	Iteration 18Q: 3 clusters Score -1186588 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1186609.750000 Penalty: 2802.943359
	Iteration 19Q: 3 clusters Score -1186610 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1186633.625000 Penalty: 2802.943359
	Iteration 20F: 3 clusters Score -1186634 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1186645.750000 Penalty: 2802.943359
	Iteration 21Q: 3 clusters Score -1186646 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1186655.125000 Penalty: 2802.943359
	Iteration 22Q: 3 clusters Score -1186655 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1186665.000000 Penalty: 2802.943359
	Iteration 23Q: 3 clusters Score -1186665 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1186671.375000 Penalty: 2802.943359
	Iteration 24Q: 3 clusters Score -1186671 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1186672.625000 Penalty: 2802.943359
	Iteration 25Q: 3 clusters Score -1186673 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1186678.000000 Penalty: 2802.943359
	Iteration 26Q: 3 clusters Score -1186678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1186679.500000 Penalty: 2802.943359
	Iteration 27Q: 3 clusters Score -1186680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1186683.125000 Penalty: 2802.943359
	Iteration 28Q: 3 clusters Score -1186683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1186684.625000 Penalty: 2802.943359
	Iteration 29Q: 3 clusters Score -1186685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1186685.250000 Penalty: 2802.943359
	Iteration 30Q: 3 clusters Score -1186685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1186686.500000 Penalty: 2802.943359
	Iteration 31Q: 3 clusters Score -1186686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1186687.000000 Penalty: 2802.943359
	Iteration 32Q: 3 clusters Score -1186687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1186685.875000 Penalty: 2802.943359
	Iteration 33Q: 3 clusters Score -1186686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1186685.500000 Penalty: 2802.943359
	Iteration 34Q: 3 clusters Score -1186686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1186685.250000 Penalty: 2802.943359
	Iteration 35Q: 3 clusters Score -1186685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1186684.125000 Penalty: 2802.943359
	Iteration 36Q: 3 clusters Score -1186684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1186684.125000 Penalty: 2802.943359
	Iteration 37F: 3 clusters Score -1186684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (19827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Entering Unmasked Estep 
Score: -2031513.500000 Penalty: 1472.346313
	Iteration 0F: 2 clusters Score -2031514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -2018526.625000 Penalty: 2944.692627
	Iteration 0F: 3 clusters Score -2018527 nChanged 8770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -2023173.875000 Penalty: 2944.692627
	Iteration 1F: 3 clusters Score -2023174 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -2023613.000000 Penalty: 2944.692627
	Iteration 2F: 3 clusters Score -2023613 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -2024016.625000 Penalty: 2944.692627
	Iteration 3F: 3 clusters Score -2024017 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -2024366.750000 Penalty: 2944.692627
	Iteration 4Q: 3 clusters Score -2024367 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -2024752.125000 Penalty: 2944.692627
	Iteration 5Q: 3 clusters Score -2024752 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -2025232.875000 Penalty: 2944.692627
	Iteration 6Q: 3 clusters Score -2025233 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -2025778.125000 Penalty: 2944.692627
	Iteration 7Q: 3 clusters Score -2025778 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -2026459.750000 Penalty: 2944.692627
	Iteration 8F: 3 clusters Score -2026460 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -2027228.500000 Penalty: 2944.692627
	Iteration 9F: 3 clusters Score -2027228 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -2027979.625000 Penalty: 2944.692627
	Iteration 10Q: 3 clusters Score -2027980 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -2028668.875000 Penalty: 2944.692627
	Iteration 11Q: 3 clusters Score -2028669 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2029207.500000 Penalty: 2944.692627
	Iteration 12Q: 3 clusters Score -2029208 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2029572.125000 Penalty: 2944.692627
	Iteration 13Q: 3 clusters Score -2029572 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2029814.750000 Penalty: 2944.692627
	Iteration 14Q: 3 clusters Score -2029815 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2029999.500000 Penalty: 2944.692627
	Iteration 15Q: 3 clusters Score -2030000 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2030121.250000 Penalty: 2944.692627
	Iteration 16Q: 3 clusters Score -2030121 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2030217.625000 Penalty: 2944.692627
	Iteration 17Q: 3 clusters Score -2030218 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2030278.000000 Penalty: 2944.692627
	Iteration 18Q: 3 clusters Score -2030278 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2030324.625000 Penalty: 2944.692627
	Iteration 19Q: 3 clusters Score -2030325 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2030343.625000 Penalty: 2944.692627
	Iteration 20F: 3 clusters Score -2030344 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2030365.625000 Penalty: 2944.692627
	Iteration 21Q: 3 clusters Score -2030366 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2030378.500000 Penalty: 2944.692627
	Iteration 22Q: 3 clusters Score -2030378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2030386.250000 Penalty: 2944.692627
	Iteration 23Q: 3 clusters Score -2030386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2030392.125000 Penalty: 2944.692627
	Iteration 24Q: 3 clusters Score -2030392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2030397.375000 Penalty: 2944.692627
	Iteration 25Q: 3 clusters Score -2030397 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2030399.125000 Penalty: 2944.692627
	Iteration 26Q: 3 clusters Score -2030399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2030404.500000 Penalty: 2944.692627
	Iteration 27Q: 3 clusters Score -2030404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2030407.750000 Penalty: 2944.692627
	Iteration 28Q: 3 clusters Score -2030408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2030411.625000 Penalty: 2944.692627
	Iteration 29Q: 3 clusters Score -2030412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2030421.875000 Penalty: 2944.692627
	Iteration 30Q: 3 clusters Score -2030422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2030426.500000 Penalty: 2944.692627
	Iteration 31Q: 3 clusters Score -2030426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2030429.750000 Penalty: 2944.692627
	Iteration 32Q: 3 clusters Score -2030430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2030428.500000 Penalty: 2944.692627
	Iteration 33Q: 3 clusters Score -2030428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2030432.000000 Penalty: 2944.692627
	Iteration 34Q: 3 clusters Score -2030432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2030434.000000 Penalty: 2944.692627
	Iteration 35Q: 3 clusters Score -2030434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2030433.000000 Penalty: 2944.692627
	Iteration 36Q: 3 clusters Score -2030433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2030435.625000 Penalty: 2944.692627
	Iteration 37Q: 3 clusters Score -2030436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2030439.500000 Penalty: 2944.692627
	Iteration 38Q: 3 clusters Score -2030440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2030439.500000 Penalty: 2944.692627
	Iteration 39F: 3 clusters Score -2030440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Entering Unmasked Estep 
Score: -1320677.375000 Penalty: 1410.610474
	Iteration 0F: 2 clusters Score -1320677 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1311876.125000 Penalty: 2821.220947
	Iteration 0F: 3 clusters Score -1311876 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1315103.500000 Penalty: 2821.220947
	Iteration 1F: 3 clusters Score -1315104 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1315444.125000 Penalty: 2821.220947
	Iteration 2F: 3 clusters Score -1315444 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1315719.750000 Penalty: 2821.220947
	Iteration 3Q: 3 clusters Score -1315720 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1315979.125000 Penalty: 2821.220947
	Iteration 4Q: 3 clusters Score -1315979 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1316217.625000 Penalty: 2821.220947
	Iteration 5Q: 3 clusters Score -1316218 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1316468.125000 Penalty: 2821.220947
	Iteration 6Q: 3 clusters Score -1316468 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1316751.750000 Penalty: 2821.220947
	Iteration 7Q: 3 clusters Score -1316752 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1317037.875000 Penalty: 2821.220947
	Iteration 8Q: 3 clusters Score -1317038 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1317336.750000 Penalty: 2821.220947
	Iteration 9Q: 3 clusters Score -1317337 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1317614.500000 Penalty: 2821.220947
	Iteration 10Q: 3 clusters Score -1317614 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1317875.250000 Penalty: 2821.220947
	Iteration 11Q: 3 clusters Score -1317875 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1318131.500000 Penalty: 2821.220947
	Iteration 12Q: 3 clusters Score -1318132 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1318322.875000 Penalty: 2821.220947
	Iteration 13Q: 3 clusters Score -1318323 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1318473.125000 Penalty: 2821.220947
	Iteration 14Q: 3 clusters Score -1318473 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1318576.625000 Penalty: 2821.220947
	Iteration 15Q: 3 clusters Score -1318577 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1318637.250000 Penalty: 2821.220947
	Iteration 16Q: 3 clusters Score -1318637 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1318671.250000 Penalty: 2821.220947
	Iteration 17Q: 3 clusters Score -1318671 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1318693.250000 Penalty: 2821.220947
	Iteration 18Q: 3 clusters Score -1318693 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1318708.500000 Penalty: 2821.220947
	Iteration 19Q: 3 clusters Score -1318708 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1318716.000000 Penalty: 2821.220947
	Iteration 20F: 3 clusters Score -1318716 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1318726.375000 Penalty: 2821.220947
	Iteration 21Q: 3 clusters Score -1318726 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1318725.625000 Penalty: 2821.220947
	Iteration 22Q: 3 clusters Score -1318726 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1318732.250000 Penalty: 2821.220947
	Iteration 23Q: 3 clusters Score -1318732 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1318731.875000 Penalty: 2821.220947
	Iteration 24Q: 3 clusters Score -1318732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1318732.750000 Penalty: 2821.220947
	Iteration 25Q: 3 clusters Score -1318733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1318735.625000 Penalty: 2821.220947
	Iteration 26Q: 3 clusters Score -1318736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1318735.875000 Penalty: 2821.220947
	Iteration 27Q: 3 clusters Score -1318736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1318735.875000 Penalty: 2821.220947
	Iteration 28Q: 3 clusters Score -1318736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1318737.625000 Penalty: 2821.220947
	Iteration 29Q: 3 clusters Score -1318738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1318739.125000 Penalty: 2821.220947
	Iteration 30Q: 3 clusters Score -1318739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1318740.000000 Penalty: 2821.220947
	Iteration 31Q: 3 clusters Score -1318740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1318739.125000 Penalty: 2821.220947
	Iteration 32Q: 3 clusters Score -1318739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1318738.500000 Penalty: 2821.220947
	Iteration 33Q: 3 clusters Score -1318738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1318740.500000 Penalty: 2821.220947
	Iteration 34Q: 3 clusters Score -1318740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1318741.500000 Penalty: 2821.220947
	Iteration 35Q: 3 clusters Score -1318742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1318742.250000 Penalty: 2821.220947
	Iteration 36Q: 3 clusters Score -1318742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1318742.625000 Penalty: 2821.220947
	Iteration 37Q: 3 clusters Score -1318743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1318743.750000 Penalty: 2821.220947
	Iteration 38Q: 3 clusters Score -1318744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1318744.750000 Penalty: 2821.220947
	Iteration 39Q: 3 clusters Score -1318745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1318746.250000 Penalty: 2821.220947
	Iteration 40F: 3 clusters Score -1318746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1318747.250000 Penalty: 2821.220947
	Iteration 41Q: 3 clusters Score -1318747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1318746.000000 Penalty: 2821.220947
	Iteration 42Q: 3 clusters Score -1318746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1318746.000000 Penalty: 2821.220947
	Iteration 43Q: 3 clusters Score -1318746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1318745.500000 Penalty: 2821.220947
	Iteration 44Q: 3 clusters Score -1318746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1318748.625000 Penalty: 2821.220947
	Iteration 45Q: 3 clusters Score -1318749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1318748.625000 Penalty: 2821.220947
	Iteration 46F: 3 clusters Score -1318749 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Entering Unmasked Estep 
Score: -1088298.375000 Penalty: 1375.919189
	Iteration 0F: 2 clusters Score -1088298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1081301.750000 Penalty: 2751.838379
	Iteration 0F: 3 clusters Score -1081302 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1083606.500000 Penalty: 2751.838379
	Iteration 1F: 3 clusters Score -1083606 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1083906.500000 Penalty: 2751.838379
	Iteration 2F: 3 clusters Score -1083906 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1084100.375000 Penalty: 2751.838379
	Iteration 3Q: 3 clusters Score -1084100 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1084256.125000 Penalty: 2751.838379
	Iteration 4Q: 3 clusters Score -1084256 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1084400.125000 Penalty: 2751.838379
	Iteration 5Q: 3 clusters Score -1084400 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1084546.500000 Penalty: 2751.838379
	Iteration 6Q: 3 clusters Score -1084546 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1084701.750000 Penalty: 2751.838379
	Iteration 7Q: 3 clusters Score -1084702 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1084858.375000 Penalty: 2751.838379
	Iteration 8Q: 3 clusters Score -1084858 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1085038.000000 Penalty: 2751.838379
	Iteration 9Q: 3 clusters Score -1085038 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1085218.250000 Penalty: 2751.838379
	Iteration 10Q: 3 clusters Score -1085218 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1085404.000000 Penalty: 2751.838379
	Iteration 11Q: 3 clusters Score -1085404 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1085566.500000 Penalty: 2751.838379
	Iteration 12Q: 3 clusters Score -1085566 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1085693.250000 Penalty: 2751.838379
	Iteration 13Q: 3 clusters Score -1085693 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1085811.375000 Penalty: 2751.838379
	Iteration 14Q: 3 clusters Score -1085811 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1085940.375000 Penalty: 2751.838379
	Iteration 15Q: 3 clusters Score -1085940 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1086043.125000 Penalty: 2751.838379
	Iteration 16Q: 3 clusters Score -1086043 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1086138.875000 Penalty: 2751.838379
	Iteration 17Q: 3 clusters Score -1086139 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1086229.000000 Penalty: 2751.838379
	Iteration 18Q: 3 clusters Score -1086229 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1086302.000000 Penalty: 2751.838379
	Iteration 19Q: 3 clusters Score -1086302 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1086374.375000 Penalty: 2751.838379
	Iteration 20F: 3 clusters Score -1086374 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1086434.750000 Penalty: 2751.838379
	Iteration 21Q: 3 clusters Score -1086435 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1086481.125000 Penalty: 2751.838379
	Iteration 22Q: 3 clusters Score -1086481 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1086539.250000 Penalty: 2751.838379
	Iteration 23Q: 3 clusters Score -1086539 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1086590.875000 Penalty: 2751.838379
	Iteration 24Q: 3 clusters Score -1086591 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1086669.250000 Penalty: 2751.838379
	Iteration 25Q: 3 clusters Score -1086669 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1086741.875000 Penalty: 2751.838379
	Iteration 26Q: 3 clusters Score -1086742 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1086808.125000 Penalty: 2751.838379
	Iteration 27Q: 3 clusters Score -1086808 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1086863.625000 Penalty: 2751.838379
	Iteration 28Q: 3 clusters Score -1086864 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1086906.250000 Penalty: 2751.838379
	Iteration 29Q: 3 clusters Score -1086906 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1086945.000000 Penalty: 2751.838379
	Iteration 30Q: 3 clusters Score -1086945 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1086973.000000 Penalty: 2751.838379
	Iteration 31Q: 3 clusters Score -1086973 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1087005.125000 Penalty: 2751.838379
	Iteration 32Q: 3 clusters Score -1087005 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1087034.625000 Penalty: 2751.838379
	Iteration 33Q: 3 clusters Score -1087035 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1087060.000000 Penalty: 2751.838379
	Iteration 34Q: 3 clusters Score -1087060 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1087079.875000 Penalty: 2751.838379
	Iteration 35Q: 3 clusters Score -1087080 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1087099.250000 Penalty: 2751.838379
	Iteration 36Q: 3 clusters Score -1087099 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1087122.250000 Penalty: 2751.838379
	Iteration 37Q: 3 clusters Score -1087122 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1087141.250000 Penalty: 2751.838379
	Iteration 38Q: 3 clusters Score -1087141 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1087160.250000 Penalty: 2751.838379
	Iteration 39Q: 3 clusters Score -1087160 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1087171.250000 Penalty: 2751.838379
	Iteration 40F: 3 clusters Score -1087171 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1087183.000000 Penalty: 2751.838379
	Iteration 41Q: 3 clusters Score -1087183 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1087199.375000 Penalty: 2751.838379
	Iteration 42Q: 3 clusters Score -1087199 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1087218.125000 Penalty: 2751.838379
	Iteration 43Q: 3 clusters Score -1087218 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1087230.375000 Penalty: 2751.838379
	Iteration 44Q: 3 clusters Score -1087230 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1087236.625000 Penalty: 2751.838379
	Iteration 45Q: 3 clusters Score -1087237 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1087244.625000 Penalty: 2751.838379
	Iteration 46Q: 3 clusters Score -1087245 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1087255.500000 Penalty: 2751.838379
	Iteration 47Q: 3 clusters Score -1087256 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1087265.250000 Penalty: 2751.838379
	Iteration 48Q: 3 clusters Score -1087265 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1087273.500000 Penalty: 2751.838379
	Iteration 49Q: 3 clusters Score -1087274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1087278.250000 Penalty: 2751.838379
	Iteration 50Q: 3 clusters Score -1087278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1087282.875000 Penalty: 2751.838379
	Iteration 51Q: 3 clusters Score -1087283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1087285.625000 Penalty: 2751.838379
	Iteration 52Q: 3 clusters Score -1087286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1087288.500000 Penalty: 2751.838379
	Iteration 53Q: 3 clusters Score -1087288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1087289.500000 Penalty: 2751.838379
	Iteration 54Q: 3 clusters Score -1087290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1087293.375000 Penalty: 2751.838379
	Iteration 55Q: 3 clusters Score -1087293 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1087299.500000 Penalty: 2751.838379
	Iteration 56Q: 3 clusters Score -1087300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1087301.625000 Penalty: 2751.838379
	Iteration 57Q: 3 clusters Score -1087302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1087310.375000 Penalty: 2751.838379
	Iteration 58Q: 3 clusters Score -1087310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1087314.500000 Penalty: 2751.838379
	Iteration 59Q: 3 clusters Score -1087314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1087320.875000 Penalty: 2751.838379
	Iteration 60F: 3 clusters Score -1087321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1087321.000000 Penalty: 2751.838379
	Iteration 61Q: 3 clusters Score -1087321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1087324.250000 Penalty: 2751.838379
	Iteration 62Q: 3 clusters Score -1087324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1087327.000000 Penalty: 2751.838379
	Iteration 63Q: 3 clusters Score -1087327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1087324.750000 Penalty: 2751.838379
	Iteration 64Q: 3 clusters Score -1087325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1087326.875000 Penalty: 2751.838379
	Iteration 65Q: 3 clusters Score -1087327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1087326.500000 Penalty: 2751.838379
	Iteration 66Q: 3 clusters Score -1087326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1087327.500000 Penalty: 2751.838379
	Iteration 67Q: 3 clusters Score -1087328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1087328.000000 Penalty: 2751.838379
	Iteration 68Q: 3 clusters Score -1087328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1087328.000000 Penalty: 2751.838379
	Iteration 69Q: 3 clusters Score -1087328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1087328.000000 Penalty: 2751.838379
	Iteration 70F: 3 clusters Score -1087328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Entering Unmasked Estep 
Score: -201490.671875 Penalty: 1141.151489
	Iteration 0F: 2 clusters Score -201490.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -199514.328125 Penalty: 2282.302979
	Iteration 0F: 3 clusters Score -199514.3 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -200067.281250 Penalty: 2282.302979
	Iteration 1F: 3 clusters Score -200067.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -200219.937500 Penalty: 2282.302979
	Iteration 2F: 3 clusters Score -200219.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -200295.296875 Penalty: 2282.302979
	Iteration 3Q: 3 clusters Score -200295.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -200342.578125 Penalty: 2282.302979
	Iteration 4Q: 3 clusters Score -200342.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -200373.921875 Penalty: 2282.302979
	Iteration 5Q: 3 clusters Score -200373.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -200390.906250 Penalty: 2282.302979
	Iteration 6Q: 3 clusters Score -200390.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -200400.421875 Penalty: 2282.302979
	Iteration 7Q: 3 clusters Score -200400.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -200407.890625 Penalty: 2282.302979
	Iteration 8Q: 3 clusters Score -200407.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -200419.453125 Penalty: 2282.302979
	Iteration 9Q: 3 clusters Score -200419.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -200431.078125 Penalty: 2282.302979
	Iteration 10Q: 3 clusters Score -200431.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -200443.468750 Penalty: 2282.302979
	Iteration 11Q: 3 clusters Score -200443.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -200450.171875 Penalty: 2282.302979
	Iteration 12Q: 3 clusters Score -200450.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -200458.359375 Penalty: 2282.302979
	Iteration 13Q: 3 clusters Score -200458.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -200472.359375 Penalty: 2282.302979
	Iteration 14Q: 3 clusters Score -200472.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -200479.593750 Penalty: 2282.302979
	Iteration 15Q: 3 clusters Score -200479.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -200485.437500 Penalty: 2282.302979
	Iteration 16Q: 3 clusters Score -200485.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -200492.937500 Penalty: 2282.302979
	Iteration 17Q: 3 clusters Score -200492.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -200497.015625 Penalty: 2282.302979
	Iteration 18Q: 3 clusters Score -200497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -200500.406250 Penalty: 2282.302979
	Iteration 19Q: 3 clusters Score -200500.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -200503.203125 Penalty: 2282.302979
	Iteration 20F: 3 clusters Score -200503.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -200506.031250 Penalty: 2282.302979
	Iteration 21Q: 3 clusters Score -200506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -200507.953125 Penalty: 2282.302979
	Iteration 22Q: 3 clusters Score -200508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -200509.343750 Penalty: 2282.302979
	Iteration 23Q: 3 clusters Score -200509.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -200511.000000 Penalty: 2282.302979
	Iteration 24Q: 3 clusters Score -200511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -200511.234375 Penalty: 2282.302979
	Iteration 25Q: 3 clusters Score -200511.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -200511.234375 Penalty: 2282.302979
	Iteration 26F: 3 clusters Score -200511.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Entering Unmasked Estep 
Score: -319539.687500 Penalty: 1209.489624
	Iteration 0F: 2 clusters Score -319539.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -316844.375000 Penalty: 2418.979248
	Iteration 0F: 3 clusters Score -316844.4 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -317661.312500 Penalty: 2418.979248
	Iteration 1F: 3 clusters Score -317661.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -317923.687500 Penalty: 2418.979248
	Iteration 2F: 3 clusters Score -317923.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -318120.656250 Penalty: 2418.979248
	Iteration 3F: 3 clusters Score -318120.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -318249.562500 Penalty: 2418.979248
	Iteration 4Q: 3 clusters Score -318249.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -318339.531250 Penalty: 2418.979248
	Iteration 5Q: 3 clusters Score -318339.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -318425.937500 Penalty: 2418.979248
	Iteration 6Q: 3 clusters Score -318425.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -318509.093750 Penalty: 2418.979248
	Iteration 7Q: 3 clusters Score -318509.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -318585.593750 Penalty: 2418.979248
	Iteration 8Q: 3 clusters Score -318585.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -318627.937500 Penalty: 2418.979248
	Iteration 9Q: 3 clusters Score -318627.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -318659.500000 Penalty: 2418.979248
	Iteration 10Q: 3 clusters Score -318659.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -318681.312500 Penalty: 2418.979248
	Iteration 11Q: 3 clusters Score -318681.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -318706.000000 Penalty: 2418.979248
	Iteration 12Q: 3 clusters Score -318706 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -318724.593750 Penalty: 2418.979248
	Iteration 13Q: 3 clusters Score -318724.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -318744.000000 Penalty: 2418.979248
	Iteration 14Q: 3 clusters Score -318744 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -318766.250000 Penalty: 2418.979248
	Iteration 15Q: 3 clusters Score -318766.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -318784.781250 Penalty: 2418.979248
	Iteration 16Q: 3 clusters Score -318784.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -318797.156250 Penalty: 2418.979248
	Iteration 17Q: 3 clusters Score -318797.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -318803.125000 Penalty: 2418.979248
	Iteration 18Q: 3 clusters Score -318803.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -318808.781250 Penalty: 2418.979248
	Iteration 19Q: 3 clusters Score -318808.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -318813.468750 Penalty: 2418.979248
	Iteration 20F: 3 clusters Score -318813.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -318818.000000 Penalty: 2418.979248
	Iteration 21Q: 3 clusters Score -318818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -318826.187500 Penalty: 2418.979248
	Iteration 22Q: 3 clusters Score -318826.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -318828.812500 Penalty: 2418.979248
	Iteration 23Q: 3 clusters Score -318828.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -318834.031250 Penalty: 2418.979248
	Iteration 24Q: 3 clusters Score -318834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -318840.218750 Penalty: 2418.979248
	Iteration 25Q: 3 clusters Score -318840.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -318844.906250 Penalty: 2418.979248
	Iteration 26Q: 3 clusters Score -318844.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -318852.718750 Penalty: 2418.979248
	Iteration 27Q: 3 clusters Score -318852.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -318858.906250 Penalty: 2418.979248
	Iteration 28Q: 3 clusters Score -318858.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -318865.343750 Penalty: 2418.979248
	Iteration 29Q: 3 clusters Score -318865.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -318870.031250 Penalty: 2418.979248
	Iteration 30Q: 3 clusters Score -318870 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -318877.531250 Penalty: 2418.979248
	Iteration 31Q: 3 clusters Score -318877.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -318884.218750 Penalty: 2418.979248
	Iteration 32Q: 3 clusters Score -318884.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -318889.031250 Penalty: 2418.979248
	Iteration 33Q: 3 clusters Score -318889 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -318895.562500 Penalty: 2418.979248
	Iteration 34Q: 3 clusters Score -318895.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -318901.093750 Penalty: 2418.979248
	Iteration 35Q: 3 clusters Score -318901.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -318906.187500 Penalty: 2418.979248
	Iteration 36Q: 3 clusters Score -318906.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -318912.812500 Penalty: 2418.979248
	Iteration 37Q: 3 clusters Score -318912.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -318917.656250 Penalty: 2418.979248
	Iteration 38Q: 3 clusters Score -318917.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -318918.875000 Penalty: 2418.979248
	Iteration 39Q: 3 clusters Score -318918.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -318920.625000 Penalty: 2418.979248
	Iteration 40F: 3 clusters Score -318920.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -318923.156250 Penalty: 2418.979248
	Iteration 41Q: 3 clusters Score -318923.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -318925.125000 Penalty: 2418.979248
	Iteration 42Q: 3 clusters Score -318925.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -318929.718750 Penalty: 2418.979248
	Iteration 43Q: 3 clusters Score -318929.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -318933.968750 Penalty: 2418.979248
	Iteration 44Q: 3 clusters Score -318934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -318938.656250 Penalty: 2418.979248
	Iteration 45Q: 3 clusters Score -318938.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -318941.906250 Penalty: 2418.979248
	Iteration 46Q: 3 clusters Score -318941.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -318945.593750 Penalty: 2418.979248
	Iteration 47Q: 3 clusters Score -318945.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -318951.062500 Penalty: 2418.979248
	Iteration 48Q: 3 clusters Score -318951.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -318954.218750 Penalty: 2418.979248
	Iteration 49Q: 3 clusters Score -318954.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -318957.562500 Penalty: 2418.979248
	Iteration 50Q: 3 clusters Score -318957.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -318958.562500 Penalty: 2418.979248
	Iteration 51Q: 3 clusters Score -318958.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -318958.843750 Penalty: 2418.979248
	Iteration 52Q: 3 clusters Score -318958.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -318959.531250 Penalty: 2418.979248
	Iteration 53Q: 3 clusters Score -318959.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -318960.406250 Penalty: 2418.979248
	Iteration 54Q: 3 clusters Score -318960.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -318960.781250 Penalty: 2418.979248
	Iteration 55Q: 3 clusters Score -318960.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -318962.437500 Penalty: 2418.979248
	Iteration 56Q: 3 clusters Score -318962.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -318964.781250 Penalty: 2418.979248
	Iteration 57Q: 3 clusters Score -318964.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -318965.937500 Penalty: 2418.979248
	Iteration 58Q: 3 clusters Score -318965.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -318966.906250 Penalty: 2418.979248
	Iteration 59Q: 3 clusters Score -318966.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -318967.781250 Penalty: 2418.979248
	Iteration 60F: 3 clusters Score -318967.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (23448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Entering Unmasked Estep 
Score: -2464200.000000 Penalty: 1497.306030
	Iteration 0F: 2 clusters Score -2464200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -2448817.250000 Penalty: 2994.612061
	Iteration 0F: 3 clusters Score -2448817 nChanged 10496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -2454374.000000 Penalty: 2994.612061
	Iteration 1F: 3 clusters Score -2454374 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -2454730.250000 Penalty: 2994.612061
	Iteration 2Q: 3 clusters Score -2454730 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -2455074.000000 Penalty: 2994.612061
	Iteration 3Q: 3 clusters Score -2455074 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -2455411.500000 Penalty: 2994.612061
	Iteration 4Q: 3 clusters Score -2455412 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -2455766.750000 Penalty: 2994.612061
	Iteration 5Q: 3 clusters Score -2455767 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -2456087.750000 Penalty: 2994.612061
	Iteration 6Q: 3 clusters Score -2456088 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -2456383.500000 Penalty: 2994.612061
	Iteration 7Q: 3 clusters Score -2456384 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -2456678.250000 Penalty: 2994.612061
	Iteration 8Q: 3 clusters Score -2456678 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -2457021.500000 Penalty: 2994.612061
	Iteration 9Q: 3 clusters Score -2457022 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -2457325.750000 Penalty: 2994.612061
	Iteration 10Q: 3 clusters Score -2457326 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -2457635.000000 Penalty: 2994.612061
	Iteration 11Q: 3 clusters Score -2457635 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -2457942.750000 Penalty: 2994.612061
	Iteration 12Q: 3 clusters Score -2457943 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -2458246.000000 Penalty: 2994.612061
	Iteration 13Q: 3 clusters Score -2458246 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -2458563.750000 Penalty: 2994.612061
	Iteration 14Q: 3 clusters Score -2458564 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -2458971.250000 Penalty: 2994.612061
	Iteration 15Q: 3 clusters Score -2458971 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -2459430.250000 Penalty: 2994.612061
	Iteration 16Q: 3 clusters Score -2459430 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -2459940.500000 Penalty: 2994.612061
	Iteration 17Q: 3 clusters Score -2459940 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -2460475.250000 Penalty: 2994.612061
	Iteration 18Q: 3 clusters Score -2460475 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -2461026.500000 Penalty: 2994.612061
	Iteration 19Q: 3 clusters Score -2461026 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -2461553.750000 Penalty: 2994.612061
	Iteration 20F: 3 clusters Score -2461554 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -2461985.250000 Penalty: 2994.612061
	Iteration 21Q: 3 clusters Score -2461985 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2462318.750000 Penalty: 2994.612061
	Iteration 22Q: 3 clusters Score -2462319 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2462518.250000 Penalty: 2994.612061
	Iteration 23Q: 3 clusters Score -2462518 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2462657.750000 Penalty: 2994.612061
	Iteration 24Q: 3 clusters Score -2462658 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2462772.000000 Penalty: 2994.612061
	Iteration 25Q: 3 clusters Score -2462772 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2462847.250000 Penalty: 2994.612061
	Iteration 26Q: 3 clusters Score -2462847 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22410 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2462910.000000 Penalty: 2994.612061
	Iteration 27Q: 3 clusters Score -2462910 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2462960.000000 Penalty: 2994.612061
	Iteration 28Q: 3 clusters Score -2462960 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22531 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2463003.750000 Penalty: 2994.612061
	Iteration 29Q: 3 clusters Score -2463004 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2463041.000000 Penalty: 2994.612061
	Iteration 30Q: 3 clusters Score -2463041 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2463073.250000 Penalty: 2994.612061
	Iteration 31Q: 3 clusters Score -2463073 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22665 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2463106.750000 Penalty: 2994.612061
	Iteration 32Q: 3 clusters Score -2463107 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2463130.500000 Penalty: 2994.612061
	Iteration 33Q: 3 clusters Score -2463130 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2463155.750000 Penalty: 2994.612061
	Iteration 34Q: 3 clusters Score -2463156 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2463175.000000 Penalty: 2994.612061
	Iteration 35Q: 3 clusters Score -2463175 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2463188.500000 Penalty: 2994.612061
	Iteration 36Q: 3 clusters Score -2463188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2463197.500000 Penalty: 2994.612061
	Iteration 37Q: 3 clusters Score -2463198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22804 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2463203.750000 Penalty: 2994.612061
	Iteration 38Q: 3 clusters Score -2463204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2463212.250000 Penalty: 2994.612061
	Iteration 39Q: 3 clusters Score -2463212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2463216.250000 Penalty: 2994.612061
	Iteration 40F: 3 clusters Score -2463216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2463222.250000 Penalty: 2994.612061
	Iteration 41Q: 3 clusters Score -2463222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2463222.500000 Penalty: 2994.612061
	Iteration 42Q: 3 clusters Score -2463222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2463223.250000 Penalty: 2994.612061
	Iteration 43Q: 3 clusters Score -2463223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2463223.250000 Penalty: 2994.612061
	Iteration 44F: 3 clusters Score -2463223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Entering Unmasked Estep 
Score: -290539.156250 Penalty: 1180.868652
	Iteration 0F: 2 clusters Score -290539.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -288150.625000 Penalty: 2361.737305
	Iteration 0F: 3 clusters Score -288150.6 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -288725.812500 Penalty: 2361.737305
	Iteration 1F: 3 clusters Score -288725.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -288905.531250 Penalty: 2361.737305
	Iteration 2F: 3 clusters Score -288905.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -289007.281250 Penalty: 2361.737305
	Iteration 3Q: 3 clusters Score -289007.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -289073.125000 Penalty: 2361.737305
	Iteration 4Q: 3 clusters Score -289073.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -289122.187500 Penalty: 2361.737305
	Iteration 5Q: 3 clusters Score -289122.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -289155.000000 Penalty: 2361.737305
	Iteration 6Q: 3 clusters Score -289155 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -289179.125000 Penalty: 2361.737305
	Iteration 7Q: 3 clusters Score -289179.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -289202.656250 Penalty: 2361.737305
	Iteration 8Q: 3 clusters Score -289202.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -289220.718750 Penalty: 2361.737305
	Iteration 9Q: 3 clusters Score -289220.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -289238.312500 Penalty: 2361.737305
	Iteration 10Q: 3 clusters Score -289238.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -289252.218750 Penalty: 2361.737305
	Iteration 11Q: 3 clusters Score -289252.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -289261.875000 Penalty: 2361.737305
	Iteration 12Q: 3 clusters Score -289261.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -289271.312500 Penalty: 2361.737305
	Iteration 13Q: 3 clusters Score -289271.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -289279.968750 Penalty: 2361.737305
	Iteration 14Q: 3 clusters Score -289280 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -289286.937500 Penalty: 2361.737305
	Iteration 15Q: 3 clusters Score -289286.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -289291.281250 Penalty: 2361.737305
	Iteration 16Q: 3 clusters Score -289291.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -289297.250000 Penalty: 2361.737305
	Iteration 17Q: 3 clusters Score -289297.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -289302.343750 Penalty: 2361.737305
	Iteration 18Q: 3 clusters Score -289302.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -289306.062500 Penalty: 2361.737305
	Iteration 19Q: 3 clusters Score -289306.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -289309.031250 Penalty: 2361.737305
	Iteration 20F: 3 clusters Score -289309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -289309.656250 Penalty: 2361.737305
	Iteration 21Q: 3 clusters Score -289309.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -289310.687500 Penalty: 2361.737305
	Iteration 22Q: 3 clusters Score -289310.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -289311.062500 Penalty: 2361.737305
	Iteration 23Q: 3 clusters Score -289311.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -289312.468750 Penalty: 2361.737305
	Iteration 24Q: 3 clusters Score -289312.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -289312.750000 Penalty: 2361.737305
	Iteration 25Q: 3 clusters Score -289312.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -289313.500000 Penalty: 2361.737305
	Iteration 26Q: 3 clusters Score -289313.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -289314.781250 Penalty: 2361.737305
	Iteration 27Q: 3 clusters Score -289314.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -289317.531250 Penalty: 2361.737305
	Iteration 28Q: 3 clusters Score -289317.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -289319.218750 Penalty: 2361.737305
	Iteration 29Q: 3 clusters Score -289319.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -289322.812500 Penalty: 2361.737305
	Iteration 30Q: 3 clusters Score -289322.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -289326.187500 Penalty: 2361.737305
	Iteration 31Q: 3 clusters Score -289326.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -289327.843750 Penalty: 2361.737305
	Iteration 32Q: 3 clusters Score -289327.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -289329.593750 Penalty: 2361.737305
	Iteration 33Q: 3 clusters Score -289329.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -289332.656250 Penalty: 2361.737305
	Iteration 34Q: 3 clusters Score -289332.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -289334.718750 Penalty: 2361.737305
	Iteration 35Q: 3 clusters Score -289334.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -289335.281250 Penalty: 2361.737305
	Iteration 36Q: 3 clusters Score -289335.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -289335.281250 Penalty: 2361.737305
	Iteration 37F: 3 clusters Score -289335.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Entering Unmasked Estep 
Score: -989176.875000 Penalty: 1375.675171
	Iteration 0F: 2 clusters Score -989176.9 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 5145 members 
Entering Unmasked Estep 
Score: -982171.750000 Penalty: 2751.350342
	Iteration 0F: 3 clusters Score -982171.8 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -984698.687500 Penalty: 2751.350342
	Iteration 1F: 3 clusters Score -984698.7 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -985264.312500 Penalty: 2751.350342
	Iteration 2F: 3 clusters Score -985264.3 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -985778.500000 Penalty: 2751.350342
	Iteration 3F: 3 clusters Score -985778.5 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -986307.375000 Penalty: 2751.350342
	Iteration 4F: 3 clusters Score -986307.4 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -986818.937500 Penalty: 2751.350342
	Iteration 5F: 3 clusters Score -986818.9 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -987273.062500 Penalty: 2751.350342
	Iteration 6F: 3 clusters Score -987273.1 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -987625.625000 Penalty: 2751.350342
	Iteration 7Q: 3 clusters Score -987625.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -987914.562500 Penalty: 2751.350342
	Iteration 8Q: 3 clusters Score -987914.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -988158.312500 Penalty: 2751.350342
	Iteration 9Q: 3 clusters Score -988158.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -988329.375000 Penalty: 2751.350342
	Iteration 10Q: 3 clusters Score -988329.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -988435.687500 Penalty: 2751.350342
	Iteration 11Q: 3 clusters Score -988435.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -988513.875000 Penalty: 2751.350342
	Iteration 12Q: 3 clusters Score -988513.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -988561.875000 Penalty: 2751.350342
	Iteration 13Q: 3 clusters Score -988561.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -988590.437500 Penalty: 2751.350342
	Iteration 14Q: 3 clusters Score -988590.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -988610.937500 Penalty: 2751.350342
	Iteration 15Q: 3 clusters Score -988610.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -988627.187500 Penalty: 2751.350342
	Iteration 16Q: 3 clusters Score -988627.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -988642.562500 Penalty: 2751.350342
	Iteration 17Q: 3 clusters Score -988642.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -988653.312500 Penalty: 2751.350342
	Iteration 18Q: 3 clusters Score -988653.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -988657.812500 Penalty: 2751.350342
	Iteration 19Q: 3 clusters Score -988657.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -988662.062500 Penalty: 2751.350342
	Iteration 20F: 3 clusters Score -988662.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -988665.625000 Penalty: 2751.350342
	Iteration 21Q: 3 clusters Score -988665.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -988667.625000 Penalty: 2751.350342
	Iteration 22Q: 3 clusters Score -988667.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -988668.375000 Penalty: 2751.350342
	Iteration 23Q: 3 clusters Score -988668.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -988671.062500 Penalty: 2751.350342
	Iteration 24Q: 3 clusters Score -988671.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -988673.437500 Penalty: 2751.350342
	Iteration 25Q: 3 clusters Score -988673.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -988674.312500 Penalty: 2751.350342
	Iteration 26Q: 3 clusters Score -988674.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -988674.937500 Penalty: 2751.350342
	Iteration 27Q: 3 clusters Score -988674.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -988674.875000 Penalty: 2751.350342
	Iteration 28Q: 3 clusters Score -988674.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -988674.187500 Penalty: 2751.350342
	Iteration 29Q: 3 clusters Score -988674.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -988675.125000 Penalty: 2751.350342
	Iteration 30Q: 3 clusters Score -988675.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -988675.937500 Penalty: 2751.350342
	Iteration 31Q: 3 clusters Score -988675.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -988673.187500 Penalty: 2751.350342
	Iteration 32Q: 3 clusters Score -988673.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -988673.312500 Penalty: 2751.350342
	Iteration 33Q: 3 clusters Score -988673.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -988676.375000 Penalty: 2751.350342
	Iteration 34Q: 3 clusters Score -988676.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -988675.937500 Penalty: 2751.350342
	Iteration 35Q: 3 clusters Score -988675.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -988675.937500 Penalty: 2751.350342
	Iteration 36F: 3 clusters Score -988675.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (38645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38645 members 
Entering Unmasked Estep 
Score: -3986386.750000 Penalty: 1571.651367
	Iteration 0F: 2 clusters Score -3986387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -3961148.750000 Penalty: 3143.302734
	Iteration 0F: 3 clusters Score -3961149 nChanged 17703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -3971219.250000 Penalty: 3143.302734
	Iteration 1F: 3 clusters Score -3971219 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -3972007.250000 Penalty: 3143.302734
	Iteration 2F: 3 clusters Score -3972007 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -3973004.750000 Penalty: 3143.302734
	Iteration 3F: 3 clusters Score -3973005 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -3974370.750000 Penalty: 3143.302734
	Iteration 4F: 3 clusters Score -3974371 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 25263 members 
Entering Unmasked Estep 
Score: -3975919.000000 Penalty: 3143.302734
	Iteration 5F: 3 clusters Score -3975919 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 26741 members 
Entering Unmasked Estep 
Score: -3977482.000000 Penalty: 3143.302734
	Iteration 6F: 3 clusters Score -3977482 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 28062 members 
Entering Unmasked Estep 
Score: -3978830.250000 Penalty: 3143.302734
	Iteration 7F: 3 clusters Score -3978830 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 29183 members 
Entering Unmasked Estep 
Score: -3979967.500000 Penalty: 3143.302734
	Iteration 8Q: 3 clusters Score -3979968 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 30106 members 
Entering Unmasked Estep 
Score: -3980875.750000 Penalty: 3143.302734
	Iteration 9Q: 3 clusters Score -3980876 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 30796 members 
Entering Unmasked Estep 
Score: -3981564.250000 Penalty: 3143.302734
	Iteration 10Q: 3 clusters Score -3981564 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 31380 members 
Entering Unmasked Estep 
Score: -3982131.750000 Penalty: 3143.302734
	Iteration 11Q: 3 clusters Score -3982132 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 31863 members 
Entering Unmasked Estep 
Score: -3982531.500000 Penalty: 3143.302734
	Iteration 12Q: 3 clusters Score -3982532 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 32268 members 
Entering Unmasked Estep 
Score: -3982838.500000 Penalty: 3143.302734
	Iteration 13Q: 3 clusters Score -3982838 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 32639 members 
Entering Unmasked Estep 
Score: -3983067.250000 Penalty: 3143.302734
	Iteration 14Q: 3 clusters Score -3983067 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 32969 members 
Entering Unmasked Estep 
Score: -3983218.000000 Penalty: 3143.302734
	Iteration 15Q: 3 clusters Score -3983218 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 33291 members 
Entering Unmasked Estep 
Score: -3983338.000000 Penalty: 3143.302734
	Iteration 16Q: 3 clusters Score -3983338 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 33601 members 
Entering Unmasked Estep 
Score: -3983460.250000 Penalty: 3143.302734
	Iteration 17Q: 3 clusters Score -3983460 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 33873 members 
Entering Unmasked Estep 
Score: -3983547.750000 Penalty: 3143.302734
	Iteration 18Q: 3 clusters Score -3983548 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 34134 members 
Entering Unmasked Estep 
Score: -3983646.000000 Penalty: 3143.302734
	Iteration 19Q: 3 clusters Score -3983646 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 34368 members 
Entering Unmasked Estep 
Score: -3983730.250000 Penalty: 3143.302734
	Iteration 20F: 3 clusters Score -3983730 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 34622 members 
Entering Unmasked Estep 
Score: -3983831.500000 Penalty: 3143.302734
	Iteration 21Q: 3 clusters Score -3983832 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 34844 members 
Entering Unmasked Estep 
Score: -3983923.750000 Penalty: 3143.302734
	Iteration 22Q: 3 clusters Score -3983924 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 35065 members 
Entering Unmasked Estep 
Score: -3984005.750000 Penalty: 3143.302734
	Iteration 23Q: 3 clusters Score -3984006 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 35292 members 
Entering Unmasked Estep 
Score: -3984095.500000 Penalty: 3143.302734
	Iteration 24Q: 3 clusters Score -3984096 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 35479 members 
Entering Unmasked Estep 
Score: -3984164.250000 Penalty: 3143.302734
	Iteration 25Q: 3 clusters Score -3984164 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 35658 members 
Entering Unmasked Estep 
Score: -3984210.750000 Penalty: 3143.302734
	Iteration 26Q: 3 clusters Score -3984211 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 35835 members 
Entering Unmasked Estep 
Score: -3984276.750000 Penalty: 3143.302734
	Iteration 27Q: 3 clusters Score -3984277 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 35997 members 
Entering Unmasked Estep 
Score: -3984324.000000 Penalty: 3143.302734
	Iteration 28Q: 3 clusters Score -3984324 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 36179 members 
Entering Unmasked Estep 
Score: -3984418.750000 Penalty: 3143.302734
	Iteration 29Q: 3 clusters Score -3984419 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 36353 members 
Entering Unmasked Estep 
Score: -3984508.000000 Penalty: 3143.302734
	Iteration 30Q: 3 clusters Score -3984508 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 36519 members 
Entering Unmasked Estep 
Score: -3984575.750000 Penalty: 3143.302734
	Iteration 31Q: 3 clusters Score -3984576 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 36670 members 
Entering Unmasked Estep 
Score: -3984631.250000 Penalty: 3143.302734
	Iteration 32Q: 3 clusters Score -3984631 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 36803 members 
Entering Unmasked Estep 
Score: -3984690.500000 Penalty: 3143.302734
	Iteration 33Q: 3 clusters Score -3984690 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 36936 members 
Entering Unmasked Estep 
Score: -3984752.500000 Penalty: 3143.302734
	Iteration 34Q: 3 clusters Score -3984752 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 37031 members 
Entering Unmasked Estep 
Score: -3984802.000000 Penalty: 3143.302734
	Iteration 35Q: 3 clusters Score -3984802 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 37127 members 
Entering Unmasked Estep 
Score: -3984847.250000 Penalty: 3143.302734
	Iteration 36Q: 3 clusters Score -3984847 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 37236 members 
Entering Unmasked Estep 
Score: -3984903.000000 Penalty: 3143.302734
	Iteration 37Q: 3 clusters Score -3984903 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 37324 members 
Entering Unmasked Estep 
Score: -3984947.000000 Penalty: 3143.302734
	Iteration 38Q: 3 clusters Score -3984947 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 37396 members 
Entering Unmasked Estep 
Score: -3984990.500000 Penalty: 3143.302734
	Iteration 39Q: 3 clusters Score -3984990 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 37451 members 
Entering Unmasked Estep 
Score: -3985009.750000 Penalty: 3143.302734
	Iteration 40F: 3 clusters Score -3985010 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 37508 members 
Entering Unmasked Estep 
Score: -3985035.750000 Penalty: 3143.302734
	Iteration 41Q: 3 clusters Score -3985036 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 37553 members 
Entering Unmasked Estep 
Score: -3985053.000000 Penalty: 3143.302734
	Iteration 42Q: 3 clusters Score -3985053 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 37594 members 
Entering Unmasked Estep 
Score: -3985075.500000 Penalty: 3143.302734
	Iteration 43Q: 3 clusters Score -3985076 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 37629 members 
Entering Unmasked Estep 
Score: -3985093.750000 Penalty: 3143.302734
	Iteration 44Q: 3 clusters Score -3985094 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 37660 members 
Entering Unmasked Estep 
Score: -3985114.750000 Penalty: 3143.302734
	Iteration 45Q: 3 clusters Score -3985115 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 37691 members 
Entering Unmasked Estep 
Score: -3985126.000000 Penalty: 3143.302734
	Iteration 46Q: 3 clusters Score -3985126 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 37705 members 
Entering Unmasked Estep 
Score: -3985134.000000 Penalty: 3143.302734
	Iteration 47Q: 3 clusters Score -3985134 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 37721 members 
Entering Unmasked Estep 
Score: -3985144.250000 Penalty: 3143.302734
	Iteration 48Q: 3 clusters Score -3985144 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 37739 members 
Entering Unmasked Estep 
Score: -3985154.000000 Penalty: 3143.302734
	Iteration 49Q: 3 clusters Score -3985154 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 37759 members 
Entering Unmasked Estep 
Score: -3985161.500000 Penalty: 3143.302734
	Iteration 50Q: 3 clusters Score -3985162 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 37777 members 
Entering Unmasked Estep 
Score: -3985171.500000 Penalty: 3143.302734
	Iteration 51Q: 3 clusters Score -3985172 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 37791 members 
Entering Unmasked Estep 
Score: -3985180.750000 Penalty: 3143.302734
	Iteration 52Q: 3 clusters Score -3985181 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 37803 members 
Entering Unmasked Estep 
Score: -3985180.750000 Penalty: 3143.302734
	Iteration 53Q: 3 clusters Score -3985181 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 37815 members 
Entering Unmasked Estep 
Score: -3985183.500000 Penalty: 3143.302734
	Iteration 54Q: 3 clusters Score -3985184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 37828 members 
Entering Unmasked Estep 
Score: -3985198.750000 Penalty: 3143.302734
	Iteration 55Q: 3 clusters Score -3985199 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 37847 members 
Entering Unmasked Estep 
Score: -3985217.750000 Penalty: 3143.302734
	Iteration 56Q: 3 clusters Score -3985218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 37862 members 
Entering Unmasked Estep 
Score: -3985216.500000 Penalty: 3143.302734
	Iteration 57Q: 3 clusters Score -3985216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 37872 members 
Entering Unmasked Estep 
Score: -3985218.750000 Penalty: 3143.302734
	Iteration 58Q: 3 clusters Score -3985219 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 37879 members 
Entering Unmasked Estep 
Score: -3985226.750000 Penalty: 3143.302734
	Iteration 59Q: 3 clusters Score -3985227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 37886 members 
Entering Unmasked Estep 
Score: -3985233.500000 Penalty: 3143.302734
	Iteration 60F: 3 clusters Score -3985234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 37890 members 
Entering Unmasked Estep 
Score: -3985232.500000 Penalty: 3143.302734
	Iteration 61Q: 3 clusters Score -3985232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 37894 members 
Entering Unmasked Estep 
Score: -3985238.500000 Penalty: 3143.302734
	Iteration 62Q: 3 clusters Score -3985238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 37901 members 
Entering Unmasked Estep 
Score: -3985234.750000 Penalty: 3143.302734
	Iteration 63Q: 3 clusters Score -3985235 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 37908 members 
Entering Unmasked Estep 
Score: -3985245.500000 Penalty: 3143.302734
	Iteration 64Q: 3 clusters Score -3985246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 37914 members 
Entering Unmasked Estep 
Score: -3985244.500000 Penalty: 3143.302734
	Iteration 65Q: 3 clusters Score -3985244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 37920 members 
Entering Unmasked Estep 
Score: -3985253.000000 Penalty: 3143.302734
	Iteration 66Q: 3 clusters Score -3985253 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 37930 members 
Entering Unmasked Estep 
Score: -3985255.750000 Penalty: 3143.302734
	Iteration 67Q: 3 clusters Score -3985256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 37938 members 
Entering Unmasked Estep 
Score: -3985255.000000 Penalty: 3143.302734
	Iteration 68Q: 3 clusters Score -3985255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 37943 members 
Entering Unmasked Estep 
Score: -3985264.500000 Penalty: 3143.302734
	Iteration 69Q: 3 clusters Score -3985264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 37947 members 
Entering Unmasked Estep 
Score: -3985261.000000 Penalty: 3143.302734
	Iteration 70Q: 3 clusters Score -3985261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 37949 members 
Entering Unmasked Estep 
Score: -3985262.250000 Penalty: 3143.302734
	Iteration 71Q: 3 clusters Score -3985262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 37951 members 
Entering Unmasked Estep 
Score: -3985260.000000 Penalty: 3143.302734
	Iteration 72Q: 3 clusters Score -3985260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 37953 members 
Entering Unmasked Estep 
Score: -3985259.750000 Penalty: 3143.302734
	Iteration 73Q: 3 clusters Score -3985260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 37955 members 
Entering Unmasked Estep 
Score: -3985262.750000 Penalty: 3143.302734
	Iteration 74Q: 3 clusters Score -3985263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 37957 members 
Entering Unmasked Estep 
Score: -3985268.000000 Penalty: 3143.302734
	Iteration 75Q: 3 clusters Score -3985268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 37958 members 
Entering Unmasked Estep 
Score: -3985271.750000 Penalty: 3143.302734
	Iteration 76Q: 3 clusters Score -3985272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 37964 members 
Entering Unmasked Estep 
Score: -3985275.250000 Penalty: 3143.302734
	Iteration 77Q: 3 clusters Score -3985275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 37970 members 
Entering Unmasked Estep 
Score: -3985276.250000 Penalty: 3143.302734
	Iteration 78Q: 3 clusters Score -3985276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 37976 members 
Entering Unmasked Estep 
Score: -3985281.000000 Penalty: 3143.302734
	Iteration 79Q: 3 clusters Score -3985281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 37983 members 
Entering Unmasked Estep 
Score: -3985284.500000 Penalty: 3143.302734
	Iteration 80F: 3 clusters Score -3985284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 37987 members 
Entering Unmasked Estep 
Score: -3985292.250000 Penalty: 3143.302734
	Iteration 81Q: 3 clusters Score -3985292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 37989 members 
Entering Unmasked Estep 
Score: -3985295.000000 Penalty: 3143.302734
	Iteration 82Q: 3 clusters Score -3985295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 37994 members 
Entering Unmasked Estep 
Score: -3985295.750000 Penalty: 3143.302734
	Iteration 83Q: 3 clusters Score -3985296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 37998 members 
Entering Unmasked Estep 
Score: -3985297.750000 Penalty: 3143.302734
	Iteration 84Q: 3 clusters Score -3985298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 38006 members 
Entering Unmasked Estep 
Score: -3985309.000000 Penalty: 3143.302734
	Iteration 85Q: 3 clusters Score -3985309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 38012 members 
Entering Unmasked Estep 
Score: -3985318.250000 Penalty: 3143.302734
	Iteration 86Q: 3 clusters Score -3985318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 38020 members 
Entering Unmasked Estep 
Score: -3985325.250000 Penalty: 3143.302734
	Iteration 87Q: 3 clusters Score -3985325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 38025 members 
Entering Unmasked Estep 
Score: -3985325.250000 Penalty: 3143.302734
	Iteration 88Q: 3 clusters Score -3985325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 38028 members 
Entering Unmasked Estep 
Score: -3985328.500000 Penalty: 3143.302734
	Iteration 89Q: 3 clusters Score -3985328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 38030 members 
Entering Unmasked Estep 
Score: -3985329.000000 Penalty: 3143.302734
	Iteration 90Q: 3 clusters Score -3985329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 38030 members 
Entering Unmasked Estep 
Score: -3985334.000000 Penalty: 3143.302734
	Iteration 91Q: 3 clusters Score -3985334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 38032 members 
Entering Unmasked Estep 
Score: -3985331.250000 Penalty: 3143.302734
	Iteration 92Q: 3 clusters Score -3985331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 38036 members 
Entering Unmasked Estep 
Score: -3985336.500000 Penalty: 3143.302734
	Iteration 93Q: 3 clusters Score -3985336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 38038 members 
Entering Unmasked Estep 
Score: -3985336.000000 Penalty: 3143.302734
	Iteration 94Q: 3 clusters Score -3985336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 38041 members 
Entering Unmasked Estep 
Score: -3985336.500000 Penalty: 3143.302734
	Iteration 95Q: 3 clusters Score -3985336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 38044 members 
Entering Unmasked Estep 
Score: -3985334.000000 Penalty: 3143.302734
	Iteration 96Q: 3 clusters Score -3985334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 38045 members 
Entering Unmasked Estep 
Score: -3985333.250000 Penalty: 3143.302734
	Iteration 97Q: 3 clusters Score -3985333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 38046 members 
Entering Unmasked Estep 
Score: -3985333.000000 Penalty: 3143.302734
	Iteration 98Q: 3 clusters Score -3985333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 38046 members 
Entering Unmasked Estep 
Score: -3985333.000000 Penalty: 3143.302734
	Iteration 99F: 3 clusters Score -3985333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (17869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Entering Unmasked Estep 
Score: -1876486.750000 Penalty: 1456.874512
	Iteration 0F: 2 clusters Score -1876487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1864853.750000 Penalty: 2913.749023
	Iteration 0F: 3 clusters Score -1864854 nChanged 7708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1869161.125000 Penalty: 2913.749023
	Iteration 1F: 3 clusters Score -1869161 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1869693.375000 Penalty: 2913.749023
	Iteration 2F: 3 clusters Score -1869693 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1870206.125000 Penalty: 2913.749023
	Iteration 3F: 3 clusters Score -1870206 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1870784.625000 Penalty: 2913.749023
	Iteration 4F: 3 clusters Score -1870785 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1871401.000000 Penalty: 2913.749023
	Iteration 5F: 3 clusters Score -1871401 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1871974.250000 Penalty: 2913.749023
	Iteration 6F: 3 clusters Score -1871974 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1872434.500000 Penalty: 2913.749023
	Iteration 7F: 3 clusters Score -1872434 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1872768.000000 Penalty: 2913.749023
	Iteration 8Q: 3 clusters Score -1872768 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1873015.500000 Penalty: 2913.749023
	Iteration 9Q: 3 clusters Score -1873016 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1873202.125000 Penalty: 2913.749023
	Iteration 10Q: 3 clusters Score -1873202 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -1873345.250000 Penalty: 2913.749023
	Iteration 11Q: 3 clusters Score -1873345 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -1873474.250000 Penalty: 2913.749023
	Iteration 12Q: 3 clusters Score -1873474 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -1873583.500000 Penalty: 2913.749023
	Iteration 13Q: 3 clusters Score -1873584 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -1873683.000000 Penalty: 2913.749023
	Iteration 14Q: 3 clusters Score -1873683 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -1873780.250000 Penalty: 2913.749023
	Iteration 15Q: 3 clusters Score -1873780 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -1873874.500000 Penalty: 2913.749023
	Iteration 16Q: 3 clusters Score -1873874 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -1873951.000000 Penalty: 2913.749023
	Iteration 17Q: 3 clusters Score -1873951 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -1874044.625000 Penalty: 2913.749023
	Iteration 18Q: 3 clusters Score -1874045 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -1874126.375000 Penalty: 2913.749023
	Iteration 19Q: 3 clusters Score -1874126 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -1874191.625000 Penalty: 2913.749023
	Iteration 20F: 3 clusters Score -1874192 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -1874246.250000 Penalty: 2913.749023
	Iteration 21Q: 3 clusters Score -1874246 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -1874312.250000 Penalty: 2913.749023
	Iteration 22Q: 3 clusters Score -1874312 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -1874370.375000 Penalty: 2913.749023
	Iteration 23Q: 3 clusters Score -1874370 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -1874427.625000 Penalty: 2913.749023
	Iteration 24Q: 3 clusters Score -1874428 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -1874479.250000 Penalty: 2913.749023
	Iteration 25Q: 3 clusters Score -1874479 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -1874547.875000 Penalty: 2913.749023
	Iteration 26Q: 3 clusters Score -1874548 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -1874591.375000 Penalty: 2913.749023
	Iteration 27Q: 3 clusters Score -1874591 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -1874628.375000 Penalty: 2913.749023
	Iteration 28Q: 3 clusters Score -1874628 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -1874653.875000 Penalty: 2913.749023
	Iteration 29Q: 3 clusters Score -1874654 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -1874671.750000 Penalty: 2913.749023
	Iteration 30Q: 3 clusters Score -1874672 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -1874674.125000 Penalty: 2913.749023
	Iteration 31Q: 3 clusters Score -1874674 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -1874684.625000 Penalty: 2913.749023
	Iteration 32Q: 3 clusters Score -1874685 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -1874700.625000 Penalty: 2913.749023
	Iteration 33Q: 3 clusters Score -1874701 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -1874716.000000 Penalty: 2913.749023
	Iteration 34Q: 3 clusters Score -1874716 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -1874731.000000 Penalty: 2913.749023
	Iteration 35Q: 3 clusters Score -1874731 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -1874741.750000 Penalty: 2913.749023
	Iteration 36Q: 3 clusters Score -1874742 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -1874750.000000 Penalty: 2913.749023
	Iteration 37Q: 3 clusters Score -1874750 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -1874759.375000 Penalty: 2913.749023
	Iteration 38Q: 3 clusters Score -1874759 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -1874772.375000 Penalty: 2913.749023
	Iteration 39Q: 3 clusters Score -1874772 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -1874781.500000 Penalty: 2913.749023
	Iteration 40F: 3 clusters Score -1874782 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -1874785.000000 Penalty: 2913.749023
	Iteration 41Q: 3 clusters Score -1874785 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -1874800.000000 Penalty: 2913.749023
	Iteration 42Q: 3 clusters Score -1874800 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -1874805.750000 Penalty: 2913.749023
	Iteration 43Q: 3 clusters Score -1874806 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -1874821.000000 Penalty: 2913.749023
	Iteration 44Q: 3 clusters Score -1874821 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -1874830.750000 Penalty: 2913.749023
	Iteration 45Q: 3 clusters Score -1874831 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -1874842.375000 Penalty: 2913.749023
	Iteration 46Q: 3 clusters Score -1874842 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -1874849.750000 Penalty: 2913.749023
	Iteration 47Q: 3 clusters Score -1874850 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -1874856.250000 Penalty: 2913.749023
	Iteration 48Q: 3 clusters Score -1874856 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -1874867.250000 Penalty: 2913.749023
	Iteration 49Q: 3 clusters Score -1874867 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -1874875.750000 Penalty: 2913.749023
	Iteration 50Q: 3 clusters Score -1874876 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -1874887.000000 Penalty: 2913.749023
	Iteration 51Q: 3 clusters Score -1874887 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -1874905.250000 Penalty: 2913.749023
	Iteration 52Q: 3 clusters Score -1874905 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -1874911.500000 Penalty: 2913.749023
	Iteration 53Q: 3 clusters Score -1874912 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -1874925.125000 Penalty: 2913.749023
	Iteration 54Q: 3 clusters Score -1874925 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -1874946.875000 Penalty: 2913.749023
	Iteration 55Q: 3 clusters Score -1874947 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -1874965.500000 Penalty: 2913.749023
	Iteration 56Q: 3 clusters Score -1874966 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -1874977.000000 Penalty: 2913.749023
	Iteration 57Q: 3 clusters Score -1874977 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -1875002.375000 Penalty: 2913.749023
	Iteration 58Q: 3 clusters Score -1875002 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -1875020.250000 Penalty: 2913.749023
	Iteration 59Q: 3 clusters Score -1875020 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -1875032.750000 Penalty: 2913.749023
	Iteration 60F: 3 clusters Score -1875033 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -1875049.875000 Penalty: 2913.749023
	Iteration 61Q: 3 clusters Score -1875050 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -1875063.250000 Penalty: 2913.749023
	Iteration 62Q: 3 clusters Score -1875063 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -1875086.875000 Penalty: 2913.749023
	Iteration 63Q: 3 clusters Score -1875087 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -1875107.000000 Penalty: 2913.749023
	Iteration 64Q: 3 clusters Score -1875107 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -1875125.125000 Penalty: 2913.749023
	Iteration 65Q: 3 clusters Score -1875125 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -1875137.250000 Penalty: 2913.749023
	Iteration 66Q: 3 clusters Score -1875137 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -1875146.000000 Penalty: 2913.749023
	Iteration 67Q: 3 clusters Score -1875146 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -1875154.250000 Penalty: 2913.749023
	Iteration 68Q: 3 clusters Score -1875154 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -1875158.500000 Penalty: 2913.749023
	Iteration 69Q: 3 clusters Score -1875158 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -1875162.000000 Penalty: 2913.749023
	Iteration 70Q: 3 clusters Score -1875162 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -1875168.125000 Penalty: 2913.749023
	Iteration 71Q: 3 clusters Score -1875168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -1875175.375000 Penalty: 2913.749023
	Iteration 72Q: 3 clusters Score -1875175 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -1875177.250000 Penalty: 2913.749023
	Iteration 73Q: 3 clusters Score -1875177 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -1875175.625000 Penalty: 2913.749023
	Iteration 74Q: 3 clusters Score -1875176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -1875180.750000 Penalty: 2913.749023
	Iteration 75Q: 3 clusters Score -1875181 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -1875182.000000 Penalty: 2913.749023
	Iteration 76Q: 3 clusters Score -1875182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -1875191.250000 Penalty: 2913.749023
	Iteration 77Q: 3 clusters Score -1875191 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -1875193.125000 Penalty: 2913.749023
	Iteration 78Q: 3 clusters Score -1875193 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -1875197.625000 Penalty: 2913.749023
	Iteration 79Q: 3 clusters Score -1875198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -1875208.875000 Penalty: 2913.749023
	Iteration 80F: 3 clusters Score -1875209 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -1875214.750000 Penalty: 2913.749023
	Iteration 81Q: 3 clusters Score -1875215 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -1875220.250000 Penalty: 2913.749023
	Iteration 82Q: 3 clusters Score -1875220 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -1875237.625000 Penalty: 2913.749023
	Iteration 83Q: 3 clusters Score -1875238 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -1875244.500000 Penalty: 2913.749023
	Iteration 84Q: 3 clusters Score -1875244 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -1875249.375000 Penalty: 2913.749023
	Iteration 85Q: 3 clusters Score -1875249 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -1875255.875000 Penalty: 2913.749023
	Iteration 86Q: 3 clusters Score -1875256 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -1875258.625000 Penalty: 2913.749023
	Iteration 87Q: 3 clusters Score -1875259 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -1875265.750000 Penalty: 2913.749023
	Iteration 88Q: 3 clusters Score -1875266 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -1875271.750000 Penalty: 2913.749023
	Iteration 89Q: 3 clusters Score -1875272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -1875274.250000 Penalty: 2913.749023
	Iteration 90Q: 3 clusters Score -1875274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -1875282.250000 Penalty: 2913.749023
	Iteration 91Q: 3 clusters Score -1875282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -1875287.750000 Penalty: 2913.749023
	Iteration 92Q: 3 clusters Score -1875288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -1875289.125000 Penalty: 2913.749023
	Iteration 93Q: 3 clusters Score -1875289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -1875297.000000 Penalty: 2913.749023
	Iteration 94Q: 3 clusters Score -1875297 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -1875302.875000 Penalty: 2913.749023
	Iteration 95Q: 3 clusters Score -1875303 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -1875299.500000 Penalty: 2913.749023
	Iteration 96Q: 3 clusters Score -1875300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -1875303.750000 Penalty: 2913.749023
	Iteration 97Q: 3 clusters Score -1875304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -1875308.875000 Penalty: 2913.749023
	Iteration 98Q: 3 clusters Score -1875309 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -1875309.750000 Penalty: 2913.749023
	Iteration 99Q: 3 clusters Score -1875310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -1875317.750000 Penalty: 2913.749023
	Iteration 100F: 3 clusters Score -1875318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -1875322.375000 Penalty: 2913.749023
	Iteration 101Q: 3 clusters Score -1875322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -1875326.875000 Penalty: 2913.749023
	Iteration 102Q: 3 clusters Score -1875327 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -1875325.125000 Penalty: 2913.749023
	Iteration 103Q: 3 clusters Score -1875325 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -1875334.500000 Penalty: 2913.749023
	Iteration 104Q: 3 clusters Score -1875334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -1875337.875000 Penalty: 2913.749023
	Iteration 105Q: 3 clusters Score -1875338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -1875338.125000 Penalty: 2913.749023
	Iteration 106Q: 3 clusters Score -1875338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -1875341.625000 Penalty: 2913.749023
	Iteration 107Q: 3 clusters Score -1875342 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -1875348.875000 Penalty: 2913.749023
	Iteration 108Q: 3 clusters Score -1875349 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -1875352.375000 Penalty: 2913.749023
	Iteration 109Q: 3 clusters Score -1875352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -1875358.625000 Penalty: 2913.749023
	Iteration 110Q: 3 clusters Score -1875359 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -1875363.500000 Penalty: 2913.749023
	Iteration 111Q: 3 clusters Score -1875364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -1875372.750000 Penalty: 2913.749023
	Iteration 112Q: 3 clusters Score -1875373 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -1875377.375000 Penalty: 2913.749023
	Iteration 113Q: 3 clusters Score -1875377 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -1875382.250000 Penalty: 2913.749023
	Iteration 114Q: 3 clusters Score -1875382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -1875388.000000 Penalty: 2913.749023
	Iteration 115Q: 3 clusters Score -1875388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -1875387.125000 Penalty: 2913.749023
	Iteration 116Q: 3 clusters Score -1875387 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -1875391.625000 Penalty: 2913.749023
	Iteration 117Q: 3 clusters Score -1875392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -1875393.375000 Penalty: 2913.749023
	Iteration 118Q: 3 clusters Score -1875393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -1875396.875000 Penalty: 2913.749023
	Iteration 119Q: 3 clusters Score -1875397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -1875398.500000 Penalty: 2913.749023
	Iteration 120F: 3 clusters Score -1875398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -1875400.125000 Penalty: 2913.749023
	Iteration 121Q: 3 clusters Score -1875400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -1875400.375000 Penalty: 2913.749023
	Iteration 122Q: 3 clusters Score -1875400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -1875403.375000 Penalty: 2913.749023
	Iteration 123Q: 3 clusters Score -1875403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -1875404.375000 Penalty: 2913.749023
	Iteration 124Q: 3 clusters Score -1875404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -1875407.375000 Penalty: 2913.749023
	Iteration 125Q: 3 clusters Score -1875407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -1875408.250000 Penalty: 2913.749023
	Iteration 126Q: 3 clusters Score -1875408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -1875409.875000 Penalty: 2913.749023
	Iteration 127Q: 3 clusters Score -1875410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -1875412.500000 Penalty: 2913.749023
	Iteration 128Q: 3 clusters Score -1875412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -1875412.875000 Penalty: 2913.749023
	Iteration 129Q: 3 clusters Score -1875413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -1875412.250000 Penalty: 2913.749023
	Iteration 130Q: 3 clusters Score -1875412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -1875412.250000 Penalty: 2913.749023
	Iteration 131F: 3 clusters Score -1875412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Entering Unmasked Estep 
Score: -751190.000000 Penalty: 1327.353882
	Iteration 0F: 2 clusters Score -751190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -745884.937500 Penalty: 2654.707764
	Iteration 0F: 3 clusters Score -745884.9 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -747567.125000 Penalty: 2654.707764
	Iteration 1F: 3 clusters Score -747567.1 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -747849.687500 Penalty: 2654.707764
	Iteration 2F: 3 clusters Score -747849.7 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -748032.937500 Penalty: 2654.707764
	Iteration 3F: 3 clusters Score -748032.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -748157.750000 Penalty: 2654.707764
	Iteration 4Q: 3 clusters Score -748157.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -748242.125000 Penalty: 2654.707764
	Iteration 5Q: 3 clusters Score -748242.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -748304.812500 Penalty: 2654.707764
	Iteration 6Q: 3 clusters Score -748304.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -748357.000000 Penalty: 2654.707764
	Iteration 7Q: 3 clusters Score -748357 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -748408.187500 Penalty: 2654.707764
	Iteration 8Q: 3 clusters Score -748408.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -748451.687500 Penalty: 2654.707764
	Iteration 9Q: 3 clusters Score -748451.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -748494.250000 Penalty: 2654.707764
	Iteration 10Q: 3 clusters Score -748494.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -748524.687500 Penalty: 2654.707764
	Iteration 11Q: 3 clusters Score -748524.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -748562.562500 Penalty: 2654.707764
	Iteration 12Q: 3 clusters Score -748562.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -748603.500000 Penalty: 2654.707764
	Iteration 13Q: 3 clusters Score -748603.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -748652.437500 Penalty: 2654.707764
	Iteration 14Q: 3 clusters Score -748652.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -748696.687500 Penalty: 2654.707764
	Iteration 15Q: 3 clusters Score -748696.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -748747.625000 Penalty: 2654.707764
	Iteration 16Q: 3 clusters Score -748747.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -748811.062500 Penalty: 2654.707764
	Iteration 17Q: 3 clusters Score -748811.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -748872.937500 Penalty: 2654.707764
	Iteration 18Q: 3 clusters Score -748872.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -748921.687500 Penalty: 2654.707764
	Iteration 19Q: 3 clusters Score -748921.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -748965.312500 Penalty: 2654.707764
	Iteration 20F: 3 clusters Score -748965.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -749018.687500 Penalty: 2654.707764
	Iteration 21Q: 3 clusters Score -749018.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -749073.500000 Penalty: 2654.707764
	Iteration 22Q: 3 clusters Score -749073.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -749133.250000 Penalty: 2654.707764
	Iteration 23Q: 3 clusters Score -749133.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -749197.937500 Penalty: 2654.707764
	Iteration 24Q: 3 clusters Score -749197.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -749280.250000 Penalty: 2654.707764
	Iteration 25Q: 3 clusters Score -749280.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -749356.375000 Penalty: 2654.707764
	Iteration 26Q: 3 clusters Score -749356.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -749444.625000 Penalty: 2654.707764
	Iteration 27Q: 3 clusters Score -749444.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -749529.187500 Penalty: 2654.707764
	Iteration 28Q: 3 clusters Score -749529.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -749610.687500 Penalty: 2654.707764
	Iteration 29Q: 3 clusters Score -749610.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -749673.687500 Penalty: 2654.707764
	Iteration 30Q: 3 clusters Score -749673.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -749727.375000 Penalty: 2654.707764
	Iteration 31Q: 3 clusters Score -749727.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -749806.312500 Penalty: 2654.707764
	Iteration 32Q: 3 clusters Score -749806.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -749864.312500 Penalty: 2654.707764
	Iteration 33Q: 3 clusters Score -749864.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -749900.187500 Penalty: 2654.707764
	Iteration 34Q: 3 clusters Score -749900.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -749935.812500 Penalty: 2654.707764
	Iteration 35Q: 3 clusters Score -749935.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -749963.625000 Penalty: 2654.707764
	Iteration 36Q: 3 clusters Score -749963.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -749981.562500 Penalty: 2654.707764
	Iteration 37Q: 3 clusters Score -749981.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -750000.250000 Penalty: 2654.707764
	Iteration 38Q: 3 clusters Score -750000.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -750016.187500 Penalty: 2654.707764
	Iteration 39Q: 3 clusters Score -750016.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -750032.625000 Penalty: 2654.707764
	Iteration 40F: 3 clusters Score -750032.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -750055.062500 Penalty: 2654.707764
	Iteration 41Q: 3 clusters Score -750055.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -750064.875000 Penalty: 2654.707764
	Iteration 42Q: 3 clusters Score -750064.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -750068.875000 Penalty: 2654.707764
	Iteration 43Q: 3 clusters Score -750068.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -750073.687500 Penalty: 2654.707764
	Iteration 44Q: 3 clusters Score -750073.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -750076.000000 Penalty: 2654.707764
	Iteration 45Q: 3 clusters Score -750076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -750078.375000 Penalty: 2654.707764
	Iteration 46Q: 3 clusters Score -750078.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -750079.937500 Penalty: 2654.707764
	Iteration 47Q: 3 clusters Score -750079.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -750084.187500 Penalty: 2654.707764
	Iteration 48Q: 3 clusters Score -750084.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -750085.437500 Penalty: 2654.707764
	Iteration 49Q: 3 clusters Score -750085.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -750086.562500 Penalty: 2654.707764
	Iteration 50Q: 3 clusters Score -750086.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -750090.125000 Penalty: 2654.707764
	Iteration 51Q: 3 clusters Score -750090.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -750090.750000 Penalty: 2654.707764
	Iteration 52Q: 3 clusters Score -750090.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -750095.000000 Penalty: 2654.707764
	Iteration 53Q: 3 clusters Score -750095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -750095.125000 Penalty: 2654.707764
	Iteration 54Q: 3 clusters Score -750095.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -750095.812500 Penalty: 2654.707764
	Iteration 55Q: 3 clusters Score -750095.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -750096.625000 Penalty: 2654.707764
	Iteration 56Q: 3 clusters Score -750096.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -750096.375000 Penalty: 2654.707764
	Iteration 57Q: 3 clusters Score -750096.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -750098.250000 Penalty: 2654.707764
	Iteration 58Q: 3 clusters Score -750098.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -750100.937500 Penalty: 2654.707764
	Iteration 59Q: 3 clusters Score -750100.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -750100.562500 Penalty: 2654.707764
	Iteration 60F: 3 clusters Score -750100.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -750100.687500 Penalty: 2654.707764
	Iteration 61Q: 3 clusters Score -750100.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -750101.375000 Penalty: 2654.707764
	Iteration 62Q: 3 clusters Score -750101.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -750101.375000 Penalty: 2654.707764
	Iteration 63F: 3 clusters Score -750101.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (20745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Entering Unmasked Estep 
Score: -2100102.750000 Penalty: 1479.081055
	Iteration 0F: 2 clusters Score -2100103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -2086452.625000 Penalty: 2958.162109
	Iteration 0F: 3 clusters Score -2086453 nChanged 9217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -2091456.750000 Penalty: 2958.162109
	Iteration 1F: 3 clusters Score -2091457 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -2091929.875000 Penalty: 2958.162109
	Iteration 2F: 3 clusters Score -2091930 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -2092302.000000 Penalty: 2958.162109
	Iteration 3Q: 3 clusters Score -2092302 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -2092605.250000 Penalty: 2958.162109
	Iteration 4Q: 3 clusters Score -2092605 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -2092903.625000 Penalty: 2958.162109
	Iteration 5Q: 3 clusters Score -2092904 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -2093237.125000 Penalty: 2958.162109
	Iteration 6Q: 3 clusters Score -2093237 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -2093601.875000 Penalty: 2958.162109
	Iteration 7Q: 3 clusters Score -2093602 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -2094005.875000 Penalty: 2958.162109
	Iteration 8Q: 3 clusters Score -2094006 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -2094500.625000 Penalty: 2958.162109
	Iteration 9Q: 3 clusters Score -2094501 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -2095101.875000 Penalty: 2958.162109
	Iteration 10Q: 3 clusters Score -2095102 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -2095761.000000 Penalty: 2958.162109
	Iteration 11Q: 3 clusters Score -2095761 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -2096353.625000 Penalty: 2958.162109
	Iteration 12Q: 3 clusters Score -2096354 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -2096936.500000 Penalty: 2958.162109
	Iteration 13Q: 3 clusters Score -2096936 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -2097460.500000 Penalty: 2958.162109
	Iteration 14Q: 3 clusters Score -2097460 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -2097834.000000 Penalty: 2958.162109
	Iteration 15Q: 3 clusters Score -2097834 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -2098121.250000 Penalty: 2958.162109
	Iteration 16Q: 3 clusters Score -2098121 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2098317.500000 Penalty: 2958.162109
	Iteration 17Q: 3 clusters Score -2098318 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2098471.250000 Penalty: 2958.162109
	Iteration 18Q: 3 clusters Score -2098471 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2098558.500000 Penalty: 2958.162109
	Iteration 19Q: 3 clusters Score -2098558 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2098617.000000 Penalty: 2958.162109
	Iteration 20F: 3 clusters Score -2098617 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2098685.750000 Penalty: 2958.162109
	Iteration 21Q: 3 clusters Score -2098686 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2098737.250000 Penalty: 2958.162109
	Iteration 22Q: 3 clusters Score -2098737 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2098782.250000 Penalty: 2958.162109
	Iteration 23Q: 3 clusters Score -2098782 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2098826.000000 Penalty: 2958.162109
	Iteration 24Q: 3 clusters Score -2098826 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2098854.000000 Penalty: 2958.162109
	Iteration 25Q: 3 clusters Score -2098854 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2098870.000000 Penalty: 2958.162109
	Iteration 26Q: 3 clusters Score -2098870 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2098897.500000 Penalty: 2958.162109
	Iteration 27Q: 3 clusters Score -2098898 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2098915.000000 Penalty: 2958.162109
	Iteration 28Q: 3 clusters Score -2098915 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2098926.250000 Penalty: 2958.162109
	Iteration 29Q: 3 clusters Score -2098926 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2098935.500000 Penalty: 2958.162109
	Iteration 30Q: 3 clusters Score -2098936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2098944.500000 Penalty: 2958.162109
	Iteration 31Q: 3 clusters Score -2098944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2098948.750000 Penalty: 2958.162109
	Iteration 32Q: 3 clusters Score -2098949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2098952.000000 Penalty: 2958.162109
	Iteration 33Q: 3 clusters Score -2098952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2098959.000000 Penalty: 2958.162109
	Iteration 34Q: 3 clusters Score -2098959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2098960.250000 Penalty: 2958.162109
	Iteration 35Q: 3 clusters Score -2098960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2098962.000000 Penalty: 2958.162109
	Iteration 36Q: 3 clusters Score -2098962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2098961.750000 Penalty: 2958.162109
	Iteration 37Q: 3 clusters Score -2098962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2098960.250000 Penalty: 2958.162109
	Iteration 38Q: 3 clusters Score -2098960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2098966.250000 Penalty: 2958.162109
	Iteration 39Q: 3 clusters Score -2098966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2098972.000000 Penalty: 2958.162109
	Iteration 40F: 3 clusters Score -2098972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2098976.250000 Penalty: 2958.162109
	Iteration 41Q: 3 clusters Score -2098976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2098978.750000 Penalty: 2958.162109
	Iteration 42Q: 3 clusters Score -2098979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2098983.750000 Penalty: 2958.162109
	Iteration 43Q: 3 clusters Score -2098984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2098983.000000 Penalty: 2958.162109
	Iteration 44Q: 3 clusters Score -2098983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2098985.250000 Penalty: 2958.162109
	Iteration 45Q: 3 clusters Score -2098985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2098987.750000 Penalty: 2958.162109
	Iteration 46Q: 3 clusters Score -2098988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2098987.000000 Penalty: 2958.162109
	Iteration 47Q: 3 clusters Score -2098987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2098988.250000 Penalty: 2958.162109
	Iteration 48Q: 3 clusters Score -2098988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2098989.250000 Penalty: 2958.162109
	Iteration 49Q: 3 clusters Score -2098989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2098993.000000 Penalty: 2958.162109
	Iteration 50Q: 3 clusters Score -2098993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2098991.000000 Penalty: 2958.162109
	Iteration 51Q: 3 clusters Score -2098991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2098996.750000 Penalty: 2958.162109
	Iteration 52Q: 3 clusters Score -2098997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2098995.500000 Penalty: 2958.162109
	Iteration 53Q: 3 clusters Score -2098996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2098999.250000 Penalty: 2958.162109
	Iteration 54Q: 3 clusters Score -2098999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2099001.750000 Penalty: 2958.162109
	Iteration 55Q: 3 clusters Score -2099002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2099001.750000 Penalty: 2958.162109
	Iteration 56F: 3 clusters Score -2099002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Entering Unmasked Estep 
Score: -888016.250000 Penalty: 1351.138550
	Iteration 0F: 2 clusters Score -888016.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -882040.187500 Penalty: 2702.277100
	Iteration 0F: 3 clusters Score -882040.2 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -883932.750000 Penalty: 2702.277100
	Iteration 1F: 3 clusters Score -883932.8 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -884196.437500 Penalty: 2702.277100
	Iteration 2F: 3 clusters Score -884196.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -884382.187500 Penalty: 2702.277100
	Iteration 3Q: 3 clusters Score -884382.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -884528.750000 Penalty: 2702.277100
	Iteration 4Q: 3 clusters Score -884528.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -884668.750000 Penalty: 2702.277100
	Iteration 5Q: 3 clusters Score -884668.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -884783.375000 Penalty: 2702.277100
	Iteration 6Q: 3 clusters Score -884783.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -884896.875000 Penalty: 2702.277100
	Iteration 7Q: 3 clusters Score -884896.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -885014.187500 Penalty: 2702.277100
	Iteration 8Q: 3 clusters Score -885014.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -885158.750000 Penalty: 2702.277100
	Iteration 9Q: 3 clusters Score -885158.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -885300.812500 Penalty: 2702.277100
	Iteration 10Q: 3 clusters Score -885300.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -885452.812500 Penalty: 2702.277100
	Iteration 11Q: 3 clusters Score -885452.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -885624.250000 Penalty: 2702.277100
	Iteration 12Q: 3 clusters Score -885624.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -885814.062500 Penalty: 2702.277100
	Iteration 13Q: 3 clusters Score -885814.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -886008.062500 Penalty: 2702.277100
	Iteration 14Q: 3 clusters Score -886008.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -886192.875000 Penalty: 2702.277100
	Iteration 15Q: 3 clusters Score -886192.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -886348.437500 Penalty: 2702.277100
	Iteration 16Q: 3 clusters Score -886348.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -886479.687500 Penalty: 2702.277100
	Iteration 17Q: 3 clusters Score -886479.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -886568.000000 Penalty: 2702.277100
	Iteration 18Q: 3 clusters Score -886568 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -886643.375000 Penalty: 2702.277100
	Iteration 19Q: 3 clusters Score -886643.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -886700.312500 Penalty: 2702.277100
	Iteration 20F: 3 clusters Score -886700.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -886759.375000 Penalty: 2702.277100
	Iteration 21Q: 3 clusters Score -886759.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -886810.562500 Penalty: 2702.277100
	Iteration 22Q: 3 clusters Score -886810.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -886851.125000 Penalty: 2702.277100
	Iteration 23Q: 3 clusters Score -886851.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -886881.750000 Penalty: 2702.277100
	Iteration 24Q: 3 clusters Score -886881.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -886906.312500 Penalty: 2702.277100
	Iteration 25Q: 3 clusters Score -886906.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -886930.625000 Penalty: 2702.277100
	Iteration 26Q: 3 clusters Score -886930.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -886949.187500 Penalty: 2702.277100
	Iteration 27Q: 3 clusters Score -886949.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -886964.562500 Penalty: 2702.277100
	Iteration 28Q: 3 clusters Score -886964.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -886977.812500 Penalty: 2702.277100
	Iteration 29Q: 3 clusters Score -886977.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -886997.562500 Penalty: 2702.277100
	Iteration 30Q: 3 clusters Score -886997.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -887011.562500 Penalty: 2702.277100
	Iteration 31Q: 3 clusters Score -887011.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -887027.937500 Penalty: 2702.277100
	Iteration 32Q: 3 clusters Score -887027.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -887044.437500 Penalty: 2702.277100
	Iteration 33Q: 3 clusters Score -887044.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -887057.562500 Penalty: 2702.277100
	Iteration 34Q: 3 clusters Score -887057.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -887068.250000 Penalty: 2702.277100
	Iteration 35Q: 3 clusters Score -887068.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -887068.312500 Penalty: 2702.277100
	Iteration 36Q: 3 clusters Score -887068.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -887070.312500 Penalty: 2702.277100
	Iteration 37Q: 3 clusters Score -887070.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -887070.312500 Penalty: 2702.277100
	Iteration 38F: 3 clusters Score -887070.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (19338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Entering Unmasked Estep 
Score: -1847029.750000 Penalty: 1468.630371
	Iteration 0F: 2 clusters Score -1847030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1834246.625000 Penalty: 2937.260742
	Iteration 0F: 3 clusters Score -1834247 nChanged 8525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1838950.375000 Penalty: 2937.260742
	Iteration 1F: 3 clusters Score -1838950 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1839406.750000 Penalty: 2937.260742
	Iteration 2F: 3 clusters Score -1839407 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1839805.875000 Penalty: 2937.260742
	Iteration 3F: 3 clusters Score -1839806 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1840184.500000 Penalty: 2937.260742
	Iteration 4Q: 3 clusters Score -1840184 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -1840601.250000 Penalty: 2937.260742
	Iteration 5Q: 3 clusters Score -1840601 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -1841057.750000 Penalty: 2937.260742
	Iteration 6Q: 3 clusters Score -1841058 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -1841515.500000 Penalty: 2937.260742
	Iteration 7Q: 3 clusters Score -1841516 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -1842026.125000 Penalty: 2937.260742
	Iteration 8Q: 3 clusters Score -1842026 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -1842588.750000 Penalty: 2937.260742
	Iteration 9Q: 3 clusters Score -1842589 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -1843136.125000 Penalty: 2937.260742
	Iteration 10Q: 3 clusters Score -1843136 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -1843614.500000 Penalty: 2937.260742
	Iteration 11Q: 3 clusters Score -1843614 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -1843988.625000 Penalty: 2937.260742
	Iteration 12Q: 3 clusters Score -1843989 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -1844265.875000 Penalty: 2937.260742
	Iteration 13Q: 3 clusters Score -1844266 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -1844470.250000 Penalty: 2937.260742
	Iteration 14Q: 3 clusters Score -1844470 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -1844634.250000 Penalty: 2937.260742
	Iteration 15Q: 3 clusters Score -1844634 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -1844768.875000 Penalty: 2937.260742
	Iteration 16Q: 3 clusters Score -1844769 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -1844886.625000 Penalty: 2937.260742
	Iteration 17Q: 3 clusters Score -1844887 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -1844999.625000 Penalty: 2937.260742
	Iteration 18Q: 3 clusters Score -1845000 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -1845083.000000 Penalty: 2937.260742
	Iteration 19Q: 3 clusters Score -1845083 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -1845165.375000 Penalty: 2937.260742
	Iteration 20F: 3 clusters Score -1845165 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -1845238.375000 Penalty: 2937.260742
	Iteration 21Q: 3 clusters Score -1845238 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -1845300.000000 Penalty: 2937.260742
	Iteration 22Q: 3 clusters Score -1845300 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -1845355.750000 Penalty: 2937.260742
	Iteration 23Q: 3 clusters Score -1845356 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -1845417.125000 Penalty: 2937.260742
	Iteration 24Q: 3 clusters Score -1845417 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -1845496.750000 Penalty: 2937.260742
	Iteration 25Q: 3 clusters Score -1845497 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -1845571.875000 Penalty: 2937.260742
	Iteration 26Q: 3 clusters Score -1845572 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -1845635.625000 Penalty: 2937.260742
	Iteration 27Q: 3 clusters Score -1845636 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -1845698.375000 Penalty: 2937.260742
	Iteration 28Q: 3 clusters Score -1845698 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -1845758.250000 Penalty: 2937.260742
	Iteration 29Q: 3 clusters Score -1845758 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -1845814.500000 Penalty: 2937.260742
	Iteration 30Q: 3 clusters Score -1845814 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -1845851.250000 Penalty: 2937.260742
	Iteration 31Q: 3 clusters Score -1845851 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -1845879.625000 Penalty: 2937.260742
	Iteration 32Q: 3 clusters Score -1845880 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -1845909.500000 Penalty: 2937.260742
	Iteration 33Q: 3 clusters Score -1845910 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -1845950.625000 Penalty: 2937.260742
	Iteration 34Q: 3 clusters Score -1845951 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -1845977.000000 Penalty: 2937.260742
	Iteration 35Q: 3 clusters Score -1845977 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -1846000.125000 Penalty: 2937.260742
	Iteration 36Q: 3 clusters Score -1846000 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -1846010.750000 Penalty: 2937.260742
	Iteration 37Q: 3 clusters Score -1846011 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -1846019.125000 Penalty: 2937.260742
	Iteration 38Q: 3 clusters Score -1846019 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -1846033.750000 Penalty: 2937.260742
	Iteration 39Q: 3 clusters Score -1846034 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -1846041.125000 Penalty: 2937.260742
	Iteration 40F: 3 clusters Score -1846041 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -1846051.000000 Penalty: 2937.260742
	Iteration 41Q: 3 clusters Score -1846051 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -1846064.125000 Penalty: 2937.260742
	Iteration 42Q: 3 clusters Score -1846064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -1846070.000000 Penalty: 2937.260742
	Iteration 43Q: 3 clusters Score -1846070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -1846078.750000 Penalty: 2937.260742
	Iteration 44Q: 3 clusters Score -1846079 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -1846087.000000 Penalty: 2937.260742
	Iteration 45Q: 3 clusters Score -1846087 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -1846089.875000 Penalty: 2937.260742
	Iteration 46Q: 3 clusters Score -1846090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -1846103.125000 Penalty: 2937.260742
	Iteration 47Q: 3 clusters Score -1846103 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -1846107.750000 Penalty: 2937.260742
	Iteration 48Q: 3 clusters Score -1846108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -1846110.375000 Penalty: 2937.260742
	Iteration 49Q: 3 clusters Score -1846110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -1846116.125000 Penalty: 2937.260742
	Iteration 50Q: 3 clusters Score -1846116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -1846115.625000 Penalty: 2937.260742
	Iteration 51Q: 3 clusters Score -1846116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -1846118.250000 Penalty: 2937.260742
	Iteration 52Q: 3 clusters Score -1846118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -1846117.875000 Penalty: 2937.260742
	Iteration 53Q: 3 clusters Score -1846118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -1846119.875000 Penalty: 2937.260742
	Iteration 54Q: 3 clusters Score -1846120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -1846119.625000 Penalty: 2937.260742
	Iteration 55Q: 3 clusters Score -1846120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -1846123.375000 Penalty: 2937.260742
	Iteration 56Q: 3 clusters Score -1846123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -1846129.000000 Penalty: 2937.260742
	Iteration 57Q: 3 clusters Score -1846129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -1846130.125000 Penalty: 2937.260742
	Iteration 58Q: 3 clusters Score -1846130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -1846130.875000 Penalty: 2937.260742
	Iteration 59Q: 3 clusters Score -1846131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -1846128.500000 Penalty: 2937.260742
	Iteration 60F: 3 clusters Score -1846128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -1846131.500000 Penalty: 2937.260742
	Iteration 61Q: 3 clusters Score -1846132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -1846131.500000 Penalty: 2937.260742
	Iteration 62F: 3 clusters Score -1846132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Entering Unmasked Estep 
Score: -62309.976562 Penalty: 980.227478
	Iteration 0F: 2 clusters Score -62309.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -61290.339844 Penalty: 1960.454956
	Iteration 0F: 3 clusters Score -61290.34 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -61608.835938 Penalty: 1960.454956
	Iteration 1F: 3 clusters Score -61608.84 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -61751.996094 Penalty: 1960.454956
	Iteration 2F: 3 clusters Score -61752 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -61849.988281 Penalty: 1960.454956
	Iteration 3F: 3 clusters Score -61849.99 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -61902.292969 Penalty: 1960.454956
	Iteration 4Q: 3 clusters Score -61902.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -61934.039062 Penalty: 1960.454956
	Iteration 5Q: 3 clusters Score -61934.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -61947.382812 Penalty: 1960.454956
	Iteration 6Q: 3 clusters Score -61947.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -61966.996094 Penalty: 1960.454956
	Iteration 7Q: 3 clusters Score -61967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -61975.152344 Penalty: 1960.454956
	Iteration 8Q: 3 clusters Score -61975.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -61977.054688 Penalty: 1960.454956
	Iteration 9Q: 3 clusters Score -61977.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -61977.054688 Penalty: 1960.454956
	Iteration 10F: 3 clusters Score -61977.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Entering Unmasked Estep 
Score: -586737.750000 Penalty: 1297.507446
	Iteration 0F: 2 clusters Score -586737.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -582418.062500 Penalty: 2595.014893
	Iteration 0F: 3 clusters Score -582418.1 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -583799.125000 Penalty: 2595.014893
	Iteration 1F: 3 clusters Score -583799.1 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -584050.125000 Penalty: 2595.014893
	Iteration 2F: 3 clusters Score -584050.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -584218.375000 Penalty: 2595.014893
	Iteration 3F: 3 clusters Score -584218.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -584318.562500 Penalty: 2595.014893
	Iteration 4Q: 3 clusters Score -584318.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -584379.500000 Penalty: 2595.014893
	Iteration 5Q: 3 clusters Score -584379.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -584415.500000 Penalty: 2595.014893
	Iteration 6Q: 3 clusters Score -584415.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -584442.875000 Penalty: 2595.014893
	Iteration 7Q: 3 clusters Score -584442.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -584472.000000 Penalty: 2595.014893
	Iteration 8Q: 3 clusters Score -584472 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -584501.750000 Penalty: 2595.014893
	Iteration 9Q: 3 clusters Score -584501.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -584519.500000 Penalty: 2595.014893
	Iteration 10Q: 3 clusters Score -584519.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -584533.000000 Penalty: 2595.014893
	Iteration 11Q: 3 clusters Score -584533 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -584543.750000 Penalty: 2595.014893
	Iteration 12Q: 3 clusters Score -584543.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -584554.312500 Penalty: 2595.014893
	Iteration 13Q: 3 clusters Score -584554.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -584566.500000 Penalty: 2595.014893
	Iteration 14Q: 3 clusters Score -584566.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -584579.937500 Penalty: 2595.014893
	Iteration 15Q: 3 clusters Score -584579.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -584586.000000 Penalty: 2595.014893
	Iteration 16Q: 3 clusters Score -584586 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -584595.625000 Penalty: 2595.014893
	Iteration 17Q: 3 clusters Score -584595.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -584603.187500 Penalty: 2595.014893
	Iteration 18Q: 3 clusters Score -584603.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -584610.875000 Penalty: 2595.014893
	Iteration 19Q: 3 clusters Score -584610.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -584617.750000 Penalty: 2595.014893
	Iteration 20F: 3 clusters Score -584617.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -584621.875000 Penalty: 2595.014893
	Iteration 21Q: 3 clusters Score -584621.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -584626.062500 Penalty: 2595.014893
	Iteration 22Q: 3 clusters Score -584626.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -584630.500000 Penalty: 2595.014893
	Iteration 23Q: 3 clusters Score -584630.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -584634.562500 Penalty: 2595.014893
	Iteration 24Q: 3 clusters Score -584634.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -584639.187500 Penalty: 2595.014893
	Iteration 25Q: 3 clusters Score -584639.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -584642.437500 Penalty: 2595.014893
	Iteration 26Q: 3 clusters Score -584642.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -584643.937500 Penalty: 2595.014893
	Iteration 27Q: 3 clusters Score -584643.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -584646.375000 Penalty: 2595.014893
	Iteration 28Q: 3 clusters Score -584646.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -584648.125000 Penalty: 2595.014893
	Iteration 29Q: 3 clusters Score -584648.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -584650.000000 Penalty: 2595.014893
	Iteration 30Q: 3 clusters Score -584650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -584654.375000 Penalty: 2595.014893
	Iteration 31Q: 3 clusters Score -584654.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -584659.250000 Penalty: 2595.014893
	Iteration 32Q: 3 clusters Score -584659.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -584662.375000 Penalty: 2595.014893
	Iteration 33Q: 3 clusters Score -584662.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -584665.937500 Penalty: 2595.014893
	Iteration 34Q: 3 clusters Score -584665.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -584670.500000 Penalty: 2595.014893
	Iteration 35Q: 3 clusters Score -584670.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -584670.312500 Penalty: 2595.014893
	Iteration 36Q: 3 clusters Score -584670.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -584674.250000 Penalty: 2595.014893
	Iteration 37Q: 3 clusters Score -584674.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -584682.625000 Penalty: 2595.014893
	Iteration 38Q: 3 clusters Score -584682.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -584688.500000 Penalty: 2595.014893
	Iteration 39Q: 3 clusters Score -584688.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -584699.937500 Penalty: 2595.014893
	Iteration 40F: 3 clusters Score -584699.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -584714.187500 Penalty: 2595.014893
	Iteration 41Q: 3 clusters Score -584714.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -584724.500000 Penalty: 2595.014893
	Iteration 42Q: 3 clusters Score -584724.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -584734.875000 Penalty: 2595.014893
	Iteration 43Q: 3 clusters Score -584734.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -584746.187500 Penalty: 2595.014893
	Iteration 44Q: 3 clusters Score -584746.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -584756.062500 Penalty: 2595.014893
	Iteration 45Q: 3 clusters Score -584756.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -584768.312500 Penalty: 2595.014893
	Iteration 46Q: 3 clusters Score -584768.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -584780.000000 Penalty: 2595.014893
	Iteration 47Q: 3 clusters Score -584780 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -584794.062500 Penalty: 2595.014893
	Iteration 48Q: 3 clusters Score -584794.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -584804.812500 Penalty: 2595.014893
	Iteration 49Q: 3 clusters Score -584804.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -584818.312500 Penalty: 2595.014893
	Iteration 50Q: 3 clusters Score -584818.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -584834.562500 Penalty: 2595.014893
	Iteration 51Q: 3 clusters Score -584834.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -584848.562500 Penalty: 2595.014893
	Iteration 52Q: 3 clusters Score -584848.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -584856.750000 Penalty: 2595.014893
	Iteration 53Q: 3 clusters Score -584856.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -584869.875000 Penalty: 2595.014893
	Iteration 54Q: 3 clusters Score -584869.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -584882.687500 Penalty: 2595.014893
	Iteration 55Q: 3 clusters Score -584882.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -584904.000000 Penalty: 2595.014893
	Iteration 56Q: 3 clusters Score -584904 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -584935.500000 Penalty: 2595.014893
	Iteration 57Q: 3 clusters Score -584935.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -584975.062500 Penalty: 2595.014893
	Iteration 58Q: 3 clusters Score -584975.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -585024.562500 Penalty: 2595.014893
	Iteration 59Q: 3 clusters Score -585024.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -585071.687500 Penalty: 2595.014893
	Iteration 60F: 3 clusters Score -585071.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -585107.875000 Penalty: 2595.014893
	Iteration 61Q: 3 clusters Score -585107.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -585135.125000 Penalty: 2595.014893
	Iteration 62Q: 3 clusters Score -585135.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -585172.250000 Penalty: 2595.014893
	Iteration 63Q: 3 clusters Score -585172.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -585224.187500 Penalty: 2595.014893
	Iteration 64Q: 3 clusters Score -585224.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -585280.812500 Penalty: 2595.014893
	Iteration 65Q: 3 clusters Score -585280.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -585339.750000 Penalty: 2595.014893
	Iteration 66Q: 3 clusters Score -585339.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -585387.625000 Penalty: 2595.014893
	Iteration 67Q: 3 clusters Score -585387.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -585431.625000 Penalty: 2595.014893
	Iteration 68Q: 3 clusters Score -585431.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -585491.437500 Penalty: 2595.014893
	Iteration 69Q: 3 clusters Score -585491.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -585542.375000 Penalty: 2595.014893
	Iteration 70Q: 3 clusters Score -585542.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -585585.187500 Penalty: 2595.014893
	Iteration 71Q: 3 clusters Score -585585.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -585636.500000 Penalty: 2595.014893
	Iteration 72Q: 3 clusters Score -585636.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -585685.500000 Penalty: 2595.014893
	Iteration 73Q: 3 clusters Score -585685.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -585730.125000 Penalty: 2595.014893
	Iteration 74Q: 3 clusters Score -585730.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -585765.000000 Penalty: 2595.014893
	Iteration 75Q: 3 clusters Score -585765 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -585792.437500 Penalty: 2595.014893
	Iteration 76Q: 3 clusters Score -585792.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -585810.375000 Penalty: 2595.014893
	Iteration 77Q: 3 clusters Score -585810.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -585830.125000 Penalty: 2595.014893
	Iteration 78Q: 3 clusters Score -585830.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -585843.312500 Penalty: 2595.014893
	Iteration 79Q: 3 clusters Score -585843.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -585854.437500 Penalty: 2595.014893
	Iteration 80F: 3 clusters Score -585854.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -585859.562500 Penalty: 2595.014893
	Iteration 81Q: 3 clusters Score -585859.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -585864.875000 Penalty: 2595.014893
	Iteration 82Q: 3 clusters Score -585864.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -585872.250000 Penalty: 2595.014893
	Iteration 83Q: 3 clusters Score -585872.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -585879.562500 Penalty: 2595.014893
	Iteration 84Q: 3 clusters Score -585879.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -585889.500000 Penalty: 2595.014893
	Iteration 85Q: 3 clusters Score -585889.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -585897.562500 Penalty: 2595.014893
	Iteration 86Q: 3 clusters Score -585897.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -585904.625000 Penalty: 2595.014893
	Iteration 87Q: 3 clusters Score -585904.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -585911.687500 Penalty: 2595.014893
	Iteration 88Q: 3 clusters Score -585911.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -585917.812500 Penalty: 2595.014893
	Iteration 89Q: 3 clusters Score -585917.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -585925.062500 Penalty: 2595.014893
	Iteration 90Q: 3 clusters Score -585925.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -585927.500000 Penalty: 2595.014893
	Iteration 91Q: 3 clusters Score -585927.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -585928.000000 Penalty: 2595.014893
	Iteration 92Q: 3 clusters Score -585928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -585926.875000 Penalty: 2595.014893
	Iteration 93Q: 3 clusters Score -585926.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -585929.437500 Penalty: 2595.014893
	Iteration 94Q: 3 clusters Score -585929.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -585930.625000 Penalty: 2595.014893
	Iteration 95Q: 3 clusters Score -585930.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -585932.562500 Penalty: 2595.014893
	Iteration 96Q: 3 clusters Score -585932.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -585933.812500 Penalty: 2595.014893
	Iteration 97Q: 3 clusters Score -585933.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -585935.125000 Penalty: 2595.014893
	Iteration 98Q: 3 clusters Score -585935.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -585936.125000 Penalty: 2595.014893
	Iteration 99Q: 3 clusters Score -585936.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -585937.750000 Penalty: 2595.014893
	Iteration 100F: 3 clusters Score -585937.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -585938.062500 Penalty: 2595.014893
	Iteration 101Q: 3 clusters Score -585938.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -585938.000000 Penalty: 2595.014893
	Iteration 102Q: 3 clusters Score -585938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -585938.000000 Penalty: 2595.014893
	Iteration 103F: 3 clusters Score -585938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (15550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Entering Unmasked Estep 
Score: -1627768.375000 Penalty: 1436.190308
	Iteration 0F: 2 clusters Score -1627768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1617546.125000 Penalty: 2872.380615
	Iteration 0F: 3 clusters Score -1617546 nChanged 6676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1621199.875000 Penalty: 2872.380615
	Iteration 1F: 3 clusters Score -1621200 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1621735.500000 Penalty: 2872.380615
	Iteration 2F: 3 clusters Score -1621736 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1622275.750000 Penalty: 2872.380615
	Iteration 3F: 3 clusters Score -1622276 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1622788.000000 Penalty: 2872.380615
	Iteration 4F: 3 clusters Score -1622788 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1623222.000000 Penalty: 2872.380615
	Iteration 5F: 3 clusters Score -1623222 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1623571.125000 Penalty: 2872.380615
	Iteration 6Q: 3 clusters Score -1623571 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1623894.500000 Penalty: 2872.380615
	Iteration 7Q: 3 clusters Score -1623894 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1624153.750000 Penalty: 2872.380615
	Iteration 8Q: 3 clusters Score -1624154 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1624374.250000 Penalty: 2872.380615
	Iteration 9Q: 3 clusters Score -1624374 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1624564.375000 Penalty: 2872.380615
	Iteration 10Q: 3 clusters Score -1624564 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1624749.375000 Penalty: 2872.380615
	Iteration 11Q: 3 clusters Score -1624749 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1624924.875000 Penalty: 2872.380615
	Iteration 12Q: 3 clusters Score -1624925 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1625076.500000 Penalty: 2872.380615
	Iteration 13Q: 3 clusters Score -1625076 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1625212.625000 Penalty: 2872.380615
	Iteration 14Q: 3 clusters Score -1625213 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1625348.500000 Penalty: 2872.380615
	Iteration 15Q: 3 clusters Score -1625348 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1625484.500000 Penalty: 2872.380615
	Iteration 16Q: 3 clusters Score -1625484 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1625612.250000 Penalty: 2872.380615
	Iteration 17Q: 3 clusters Score -1625612 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1625746.875000 Penalty: 2872.380615
	Iteration 18Q: 3 clusters Score -1625747 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1625878.500000 Penalty: 2872.380615
	Iteration 19Q: 3 clusters Score -1625878 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1626011.125000 Penalty: 2872.380615
	Iteration 20F: 3 clusters Score -1626011 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1626126.750000 Penalty: 2872.380615
	Iteration 21Q: 3 clusters Score -1626127 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1626227.500000 Penalty: 2872.380615
	Iteration 22Q: 3 clusters Score -1626228 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1626326.000000 Penalty: 2872.380615
	Iteration 23Q: 3 clusters Score -1626326 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1626398.125000 Penalty: 2872.380615
	Iteration 24Q: 3 clusters Score -1626398 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1626462.125000 Penalty: 2872.380615
	Iteration 25Q: 3 clusters Score -1626462 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1626515.250000 Penalty: 2872.380615
	Iteration 26Q: 3 clusters Score -1626515 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1626549.625000 Penalty: 2872.380615
	Iteration 27Q: 3 clusters Score -1626550 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1626572.000000 Penalty: 2872.380615
	Iteration 28Q: 3 clusters Score -1626572 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1626603.875000 Penalty: 2872.380615
	Iteration 29Q: 3 clusters Score -1626604 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1626617.250000 Penalty: 2872.380615
	Iteration 30Q: 3 clusters Score -1626617 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1626628.750000 Penalty: 2872.380615
	Iteration 31Q: 3 clusters Score -1626629 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1626638.250000 Penalty: 2872.380615
	Iteration 32Q: 3 clusters Score -1626638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1626652.000000 Penalty: 2872.380615
	Iteration 33Q: 3 clusters Score -1626652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1626658.125000 Penalty: 2872.380615
	Iteration 34Q: 3 clusters Score -1626658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1626664.375000 Penalty: 2872.380615
	Iteration 35Q: 3 clusters Score -1626664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1626669.750000 Penalty: 2872.380615
	Iteration 36Q: 3 clusters Score -1626670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1626673.625000 Penalty: 2872.380615
	Iteration 37Q: 3 clusters Score -1626674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1626676.875000 Penalty: 2872.380615
	Iteration 38Q: 3 clusters Score -1626677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1626685.000000 Penalty: 2872.380615
	Iteration 39Q: 3 clusters Score -1626685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1626685.625000 Penalty: 2872.380615
	Iteration 40F: 3 clusters Score -1626686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1626690.375000 Penalty: 2872.380615
	Iteration 41Q: 3 clusters Score -1626690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1626696.000000 Penalty: 2872.380615
	Iteration 42Q: 3 clusters Score -1626696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1626699.875000 Penalty: 2872.380615
	Iteration 43Q: 3 clusters Score -1626700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1626708.500000 Penalty: 2872.380615
	Iteration 44Q: 3 clusters Score -1626708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1626713.125000 Penalty: 2872.380615
	Iteration 45Q: 3 clusters Score -1626713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1626718.625000 Penalty: 2872.380615
	Iteration 46Q: 3 clusters Score -1626719 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1626729.500000 Penalty: 2872.380615
	Iteration 47Q: 3 clusters Score -1626730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1626734.500000 Penalty: 2872.380615
	Iteration 48Q: 3 clusters Score -1626734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1626740.625000 Penalty: 2872.380615
	Iteration 49Q: 3 clusters Score -1626741 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1626746.500000 Penalty: 2872.380615
	Iteration 50Q: 3 clusters Score -1626746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1626752.000000 Penalty: 2872.380615
	Iteration 51Q: 3 clusters Score -1626752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1626753.125000 Penalty: 2872.380615
	Iteration 52Q: 3 clusters Score -1626753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1626755.250000 Penalty: 2872.380615
	Iteration 53Q: 3 clusters Score -1626755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1626755.250000 Penalty: 2872.380615
	Iteration 54F: 3 clusters Score -1626755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (4903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Entering Unmasked Estep 
Score: -441140.937500 Penalty: 1264.443237
	Iteration 0F: 2 clusters Score -441140.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -437520.500000 Penalty: 2528.886475
	Iteration 0F: 3 clusters Score -437520.5 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -438634.312500 Penalty: 2528.886475
	Iteration 1F: 3 clusters Score -438634.3 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -438862.781250 Penalty: 2528.886475
	Iteration 2F: 3 clusters Score -438862.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -439035.375000 Penalty: 2528.886475
	Iteration 3F: 3 clusters Score -439035.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -439177.656250 Penalty: 2528.886475
	Iteration 4Q: 3 clusters Score -439177.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -439318.656250 Penalty: 2528.886475
	Iteration 5Q: 3 clusters Score -439318.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -439461.562500 Penalty: 2528.886475
	Iteration 6Q: 3 clusters Score -439461.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -439599.187500 Penalty: 2528.886475
	Iteration 7Q: 3 clusters Score -439599.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -439710.218750 Penalty: 2528.886475
	Iteration 8Q: 3 clusters Score -439710.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -439830.343750 Penalty: 2528.886475
	Iteration 9Q: 3 clusters Score -439830.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -439943.250000 Penalty: 2528.886475
	Iteration 10Q: 3 clusters Score -439943.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -440073.843750 Penalty: 2528.886475
	Iteration 11Q: 3 clusters Score -440073.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -440193.625000 Penalty: 2528.886475
	Iteration 12Q: 3 clusters Score -440193.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -440284.000000 Penalty: 2528.886475
	Iteration 13Q: 3 clusters Score -440284 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -440362.781250 Penalty: 2528.886475
	Iteration 14Q: 3 clusters Score -440362.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -440426.812500 Penalty: 2528.886475
	Iteration 15Q: 3 clusters Score -440426.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -440491.125000 Penalty: 2528.886475
	Iteration 16Q: 3 clusters Score -440491.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -440538.750000 Penalty: 2528.886475
	Iteration 17Q: 3 clusters Score -440538.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -440577.906250 Penalty: 2528.886475
	Iteration 18Q: 3 clusters Score -440577.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -440621.437500 Penalty: 2528.886475
	Iteration 19Q: 3 clusters Score -440621.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -440669.625000 Penalty: 2528.886475
	Iteration 20F: 3 clusters Score -440669.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -440704.625000 Penalty: 2528.886475
	Iteration 21Q: 3 clusters Score -440704.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -440741.062500 Penalty: 2528.886475
	Iteration 22Q: 3 clusters Score -440741.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -440762.468750 Penalty: 2528.886475
	Iteration 23Q: 3 clusters Score -440762.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -440778.156250 Penalty: 2528.886475
	Iteration 24Q: 3 clusters Score -440778.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -440794.718750 Penalty: 2528.886475
	Iteration 25Q: 3 clusters Score -440794.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -440815.000000 Penalty: 2528.886475
	Iteration 26Q: 3 clusters Score -440815 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -440829.750000 Penalty: 2528.886475
	Iteration 27Q: 3 clusters Score -440829.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -440845.031250 Penalty: 2528.886475
	Iteration 28Q: 3 clusters Score -440845 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -440859.031250 Penalty: 2528.886475
	Iteration 29Q: 3 clusters Score -440859 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -440868.750000 Penalty: 2528.886475
	Iteration 30Q: 3 clusters Score -440868.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -440876.218750 Penalty: 2528.886475
	Iteration 31Q: 3 clusters Score -440876.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -440877.843750 Penalty: 2528.886475
	Iteration 32Q: 3 clusters Score -440877.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -440882.187500 Penalty: 2528.886475
	Iteration 33Q: 3 clusters Score -440882.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -440884.625000 Penalty: 2528.886475
	Iteration 34Q: 3 clusters Score -440884.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -440885.343750 Penalty: 2528.886475
	Iteration 35Q: 3 clusters Score -440885.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -440886.687500 Penalty: 2528.886475
	Iteration 36Q: 3 clusters Score -440886.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -440888.343750 Penalty: 2528.886475
	Iteration 37Q: 3 clusters Score -440888.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -440888.250000 Penalty: 2528.886475
	Iteration 38Q: 3 clusters Score -440888.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -440890.687500 Penalty: 2528.886475
	Iteration 39Q: 3 clusters Score -440890.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -440891.375000 Penalty: 2528.886475
	Iteration 40F: 3 clusters Score -440891.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -440891.718750 Penalty: 2528.886475
	Iteration 41Q: 3 clusters Score -440891.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -440891.718750 Penalty: 2528.886475
	Iteration 42F: 3 clusters Score -440891.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Entering Unmasked Estep 
Score: -177162.859375 Penalty: 1127.399536
	Iteration 0F: 2 clusters Score -177162.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -175355.781250 Penalty: 2254.799072
	Iteration 0F: 3 clusters Score -175355.8 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -175882.812500 Penalty: 2254.799072
	Iteration 1F: 3 clusters Score -175882.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -176009.671875 Penalty: 2254.799072
	Iteration 2F: 3 clusters Score -176009.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -176075.531250 Penalty: 2254.799072
	Iteration 3Q: 3 clusters Score -176075.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -176122.921875 Penalty: 2254.799072
	Iteration 4Q: 3 clusters Score -176122.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -176162.765625 Penalty: 2254.799072
	Iteration 5Q: 3 clusters Score -176162.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -176201.062500 Penalty: 2254.799072
	Iteration 6Q: 3 clusters Score -176201.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -176248.953125 Penalty: 2254.799072
	Iteration 7Q: 3 clusters Score -176249 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -176289.187500 Penalty: 2254.799072
	Iteration 8Q: 3 clusters Score -176289.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -176315.343750 Penalty: 2254.799072
	Iteration 9Q: 3 clusters Score -176315.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -176339.703125 Penalty: 2254.799072
	Iteration 10Q: 3 clusters Score -176339.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -176361.750000 Penalty: 2254.799072
	Iteration 11Q: 3 clusters Score -176361.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -176385.171875 Penalty: 2254.799072
	Iteration 12Q: 3 clusters Score -176385.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -176412.171875 Penalty: 2254.799072
	Iteration 13Q: 3 clusters Score -176412.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -176430.937500 Penalty: 2254.799072
	Iteration 14Q: 3 clusters Score -176430.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -176451.437500 Penalty: 2254.799072
	Iteration 15Q: 3 clusters Score -176451.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -176470.390625 Penalty: 2254.799072
	Iteration 16Q: 3 clusters Score -176470.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -176481.156250 Penalty: 2254.799072
	Iteration 17Q: 3 clusters Score -176481.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -176488.546875 Penalty: 2254.799072
	Iteration 18Q: 3 clusters Score -176488.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -176496.140625 Penalty: 2254.799072
	Iteration 19Q: 3 clusters Score -176496.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -176501.296875 Penalty: 2254.799072
	Iteration 20F: 3 clusters Score -176501.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -176503.984375 Penalty: 2254.799072
	Iteration 21Q: 3 clusters Score -176504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -176505.562500 Penalty: 2254.799072
	Iteration 22Q: 3 clusters Score -176505.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -176508.125000 Penalty: 2254.799072
	Iteration 23Q: 3 clusters Score -176508.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -176509.671875 Penalty: 2254.799072
	Iteration 24Q: 3 clusters Score -176509.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -176512.468750 Penalty: 2254.799072
	Iteration 25Q: 3 clusters Score -176512.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -176516.187500 Penalty: 2254.799072
	Iteration 26Q: 3 clusters Score -176516.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -176521.359375 Penalty: 2254.799072
	Iteration 27Q: 3 clusters Score -176521.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -176524.765625 Penalty: 2254.799072
	Iteration 28Q: 3 clusters Score -176524.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -176525.937500 Penalty: 2254.799072
	Iteration 29Q: 3 clusters Score -176525.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -176526.375000 Penalty: 2254.799072
	Iteration 30Q: 3 clusters Score -176526.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -176526.375000 Penalty: 2254.799072
	Iteration 31F: 3 clusters Score -176526.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (5005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Entering Unmasked Estep 
Score: -523593.843750 Penalty: 1267.507080
	Iteration 0F: 2 clusters Score -523593.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -519949.437500 Penalty: 2535.014160
	Iteration 0F: 3 clusters Score -519949.4 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -521021.625000 Penalty: 2535.014160
	Iteration 1F: 3 clusters Score -521021.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -521213.343750 Penalty: 2535.014160
	Iteration 2F: 3 clusters Score -521213.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -521337.218750 Penalty: 2535.014160
	Iteration 3Q: 3 clusters Score -521337.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -521429.406250 Penalty: 2535.014160
	Iteration 4Q: 3 clusters Score -521429.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -521496.281250 Penalty: 2535.014160
	Iteration 5Q: 3 clusters Score -521496.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -521544.406250 Penalty: 2535.014160
	Iteration 6Q: 3 clusters Score -521544.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -521575.406250 Penalty: 2535.014160
	Iteration 7Q: 3 clusters Score -521575.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -521612.125000 Penalty: 2535.014160
	Iteration 8Q: 3 clusters Score -521612.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -521644.218750 Penalty: 2535.014160
	Iteration 9Q: 3 clusters Score -521644.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -521669.500000 Penalty: 2535.014160
	Iteration 10Q: 3 clusters Score -521669.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -521687.000000 Penalty: 2535.014160
	Iteration 11Q: 3 clusters Score -521687 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -521698.312500 Penalty: 2535.014160
	Iteration 12Q: 3 clusters Score -521698.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -521706.875000 Penalty: 2535.014160
	Iteration 13Q: 3 clusters Score -521706.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -521719.562500 Penalty: 2535.014160
	Iteration 14Q: 3 clusters Score -521719.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -521728.718750 Penalty: 2535.014160
	Iteration 15Q: 3 clusters Score -521728.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -521741.625000 Penalty: 2535.014160
	Iteration 16Q: 3 clusters Score -521741.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -521754.531250 Penalty: 2535.014160
	Iteration 17Q: 3 clusters Score -521754.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -521769.156250 Penalty: 2535.014160
	Iteration 18Q: 3 clusters Score -521769.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -521780.437500 Penalty: 2535.014160
	Iteration 19Q: 3 clusters Score -521780.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -521786.031250 Penalty: 2535.014160
	Iteration 20F: 3 clusters Score -521786 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -521790.656250 Penalty: 2535.014160
	Iteration 21Q: 3 clusters Score -521790.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -521794.750000 Penalty: 2535.014160
	Iteration 22Q: 3 clusters Score -521794.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -521799.500000 Penalty: 2535.014160
	Iteration 23Q: 3 clusters Score -521799.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -521804.156250 Penalty: 2535.014160
	Iteration 24Q: 3 clusters Score -521804.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -521809.343750 Penalty: 2535.014160
	Iteration 25Q: 3 clusters Score -521809.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -521818.062500 Penalty: 2535.014160
	Iteration 26Q: 3 clusters Score -521818.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -521825.218750 Penalty: 2535.014160
	Iteration 27Q: 3 clusters Score -521825.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -521834.218750 Penalty: 2535.014160
	Iteration 28Q: 3 clusters Score -521834.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -521842.656250 Penalty: 2535.014160
	Iteration 29Q: 3 clusters Score -521842.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -521857.812500 Penalty: 2535.014160
	Iteration 30Q: 3 clusters Score -521857.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -521877.906250 Penalty: 2535.014160
	Iteration 31Q: 3 clusters Score -521877.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -521896.625000 Penalty: 2535.014160
	Iteration 32Q: 3 clusters Score -521896.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -521914.031250 Penalty: 2535.014160
	Iteration 33Q: 3 clusters Score -521914 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -521928.031250 Penalty: 2535.014160
	Iteration 34Q: 3 clusters Score -521928 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -521942.468750 Penalty: 2535.014160
	Iteration 35Q: 3 clusters Score -521942.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -521955.250000 Penalty: 2535.014160
	Iteration 36Q: 3 clusters Score -521955.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -521968.625000 Penalty: 2535.014160
	Iteration 37Q: 3 clusters Score -521968.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -521983.750000 Penalty: 2535.014160
	Iteration 38Q: 3 clusters Score -521983.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -521997.468750 Penalty: 2535.014160
	Iteration 39Q: 3 clusters Score -521997.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -522010.687500 Penalty: 2535.014160
	Iteration 40F: 3 clusters Score -522010.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -522025.000000 Penalty: 2535.014160
	Iteration 41Q: 3 clusters Score -522025 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -522046.500000 Penalty: 2535.014160
	Iteration 42Q: 3 clusters Score -522046.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -522066.500000 Penalty: 2535.014160
	Iteration 43Q: 3 clusters Score -522066.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -522088.437500 Penalty: 2535.014160
	Iteration 44Q: 3 clusters Score -522088.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -522119.281250 Penalty: 2535.014160
	Iteration 45Q: 3 clusters Score -522119.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -522150.625000 Penalty: 2535.014160
	Iteration 46Q: 3 clusters Score -522150.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -522183.281250 Penalty: 2535.014160
	Iteration 47Q: 3 clusters Score -522183.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -522217.843750 Penalty: 2535.014160
	Iteration 48Q: 3 clusters Score -522217.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -522247.593750 Penalty: 2535.014160
	Iteration 49Q: 3 clusters Score -522247.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -522279.906250 Penalty: 2535.014160
	Iteration 50Q: 3 clusters Score -522279.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -522308.843750 Penalty: 2535.014160
	Iteration 51Q: 3 clusters Score -522308.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -522334.750000 Penalty: 2535.014160
	Iteration 52Q: 3 clusters Score -522334.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -522359.312500 Penalty: 2535.014160
	Iteration 53Q: 3 clusters Score -522359.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -522387.812500 Penalty: 2535.014160
	Iteration 54Q: 3 clusters Score -522387.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -522413.343750 Penalty: 2535.014160
	Iteration 55Q: 3 clusters Score -522413.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -522431.531250 Penalty: 2535.014160
	Iteration 56Q: 3 clusters Score -522431.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -522440.718750 Penalty: 2535.014160
	Iteration 57Q: 3 clusters Score -522440.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -522452.343750 Penalty: 2535.014160
	Iteration 58Q: 3 clusters Score -522452.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -522461.437500 Penalty: 2535.014160
	Iteration 59Q: 3 clusters Score -522461.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -522469.906250 Penalty: 2535.014160
	Iteration 60F: 3 clusters Score -522469.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -522484.531250 Penalty: 2535.014160
	Iteration 61Q: 3 clusters Score -522484.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -522493.375000 Penalty: 2535.014160
	Iteration 62Q: 3 clusters Score -522493.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -522502.281250 Penalty: 2535.014160
	Iteration 63Q: 3 clusters Score -522502.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -522508.687500 Penalty: 2535.014160
	Iteration 64Q: 3 clusters Score -522508.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -522519.531250 Penalty: 2535.014160
	Iteration 65Q: 3 clusters Score -522519.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -522532.875000 Penalty: 2535.014160
	Iteration 66Q: 3 clusters Score -522532.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -522541.781250 Penalty: 2535.014160
	Iteration 67Q: 3 clusters Score -522541.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -522548.968750 Penalty: 2535.014160
	Iteration 68Q: 3 clusters Score -522549 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -522562.312500 Penalty: 2535.014160
	Iteration 69Q: 3 clusters Score -522562.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -522570.875000 Penalty: 2535.014160
	Iteration 70Q: 3 clusters Score -522570.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -522588.968750 Penalty: 2535.014160
	Iteration 71Q: 3 clusters Score -522589 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -522604.187500 Penalty: 2535.014160
	Iteration 72Q: 3 clusters Score -522604.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -522619.125000 Penalty: 2535.014160
	Iteration 73Q: 3 clusters Score -522619.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -522629.156250 Penalty: 2535.014160
	Iteration 74Q: 3 clusters Score -522629.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -522639.593750 Penalty: 2535.014160
	Iteration 75Q: 3 clusters Score -522639.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -522648.906250 Penalty: 2535.014160
	Iteration 76Q: 3 clusters Score -522648.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -522659.968750 Penalty: 2535.014160
	Iteration 77Q: 3 clusters Score -522660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -522668.812500 Penalty: 2535.014160
	Iteration 78Q: 3 clusters Score -522668.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -522675.656250 Penalty: 2535.014160
	Iteration 79Q: 3 clusters Score -522675.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -522682.781250 Penalty: 2535.014160
	Iteration 80F: 3 clusters Score -522682.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -522684.312500 Penalty: 2535.014160
	Iteration 81Q: 3 clusters Score -522684.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -522687.656250 Penalty: 2535.014160
	Iteration 82Q: 3 clusters Score -522687.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -522689.781250 Penalty: 2535.014160
	Iteration 83Q: 3 clusters Score -522689.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -522690.937500 Penalty: 2535.014160
	Iteration 84Q: 3 clusters Score -522690.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -522693.250000 Penalty: 2535.014160
	Iteration 85Q: 3 clusters Score -522693.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -522695.093750 Penalty: 2535.014160
	Iteration 86Q: 3 clusters Score -522695.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -522695.750000 Penalty: 2535.014160
	Iteration 87Q: 3 clusters Score -522695.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -522696.000000 Penalty: 2535.014160
	Iteration 88Q: 3 clusters Score -522696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -522696.000000 Penalty: 2535.014160
	Iteration 89F: 3 clusters Score -522696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (6494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Entering Unmasked Estep 
Score: -679741.562500 Penalty: 1306.260742
	Iteration 0F: 2 clusters Score -679741.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -675090.187500 Penalty: 2612.521484
	Iteration 0F: 3 clusters Score -675090.2 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -676515.250000 Penalty: 2612.521484
	Iteration 1F: 3 clusters Score -676515.2 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -676785.812500 Penalty: 2612.521484
	Iteration 2F: 3 clusters Score -676785.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -676949.500000 Penalty: 2612.521484
	Iteration 3F: 3 clusters Score -676949.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -677083.312500 Penalty: 2612.521484
	Iteration 4Q: 3 clusters Score -677083.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -677197.187500 Penalty: 2612.521484
	Iteration 5Q: 3 clusters Score -677197.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -677297.437500 Penalty: 2612.521484
	Iteration 6Q: 3 clusters Score -677297.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -677405.875000 Penalty: 2612.521484
	Iteration 7Q: 3 clusters Score -677405.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -677508.250000 Penalty: 2612.521484
	Iteration 8Q: 3 clusters Score -677508.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -677614.562500 Penalty: 2612.521484
	Iteration 9Q: 3 clusters Score -677614.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -677709.625000 Penalty: 2612.521484
	Iteration 10Q: 3 clusters Score -677709.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -677811.812500 Penalty: 2612.521484
	Iteration 11Q: 3 clusters Score -677811.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -677905.312500 Penalty: 2612.521484
	Iteration 12Q: 3 clusters Score -677905.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -677994.500000 Penalty: 2612.521484
	Iteration 13Q: 3 clusters Score -677994.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -678092.875000 Penalty: 2612.521484
	Iteration 14Q: 3 clusters Score -678092.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -678206.375000 Penalty: 2612.521484
	Iteration 15Q: 3 clusters Score -678206.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -678315.625000 Penalty: 2612.521484
	Iteration 16Q: 3 clusters Score -678315.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -678412.500000 Penalty: 2612.521484
	Iteration 17Q: 3 clusters Score -678412.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -678498.312500 Penalty: 2612.521484
	Iteration 18Q: 3 clusters Score -678498.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -678564.562500 Penalty: 2612.521484
	Iteration 19Q: 3 clusters Score -678564.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -678614.625000 Penalty: 2612.521484
	Iteration 20F: 3 clusters Score -678614.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -678653.250000 Penalty: 2612.521484
	Iteration 21Q: 3 clusters Score -678653.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -678674.687500 Penalty: 2612.521484
	Iteration 22Q: 3 clusters Score -678674.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -678696.500000 Penalty: 2612.521484
	Iteration 23Q: 3 clusters Score -678696.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -678712.875000 Penalty: 2612.521484
	Iteration 24Q: 3 clusters Score -678712.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -678724.937500 Penalty: 2612.521484
	Iteration 25Q: 3 clusters Score -678724.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -678733.125000 Penalty: 2612.521484
	Iteration 26Q: 3 clusters Score -678733.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -678741.250000 Penalty: 2612.521484
	Iteration 27Q: 3 clusters Score -678741.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -678745.250000 Penalty: 2612.521484
	Iteration 28Q: 3 clusters Score -678745.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -678749.375000 Penalty: 2612.521484
	Iteration 29Q: 3 clusters Score -678749.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -678751.187500 Penalty: 2612.521484
	Iteration 30Q: 3 clusters Score -678751.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -678755.062500 Penalty: 2612.521484
	Iteration 31Q: 3 clusters Score -678755.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -678758.375000 Penalty: 2612.521484
	Iteration 32Q: 3 clusters Score -678758.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -678768.437500 Penalty: 2612.521484
	Iteration 33Q: 3 clusters Score -678768.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -678774.437500 Penalty: 2612.521484
	Iteration 34Q: 3 clusters Score -678774.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -678780.812500 Penalty: 2612.521484
	Iteration 35Q: 3 clusters Score -678780.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -678789.750000 Penalty: 2612.521484
	Iteration 36Q: 3 clusters Score -678789.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -678798.750000 Penalty: 2612.521484
	Iteration 37Q: 3 clusters Score -678798.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -678803.750000 Penalty: 2612.521484
	Iteration 38Q: 3 clusters Score -678803.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -678813.062500 Penalty: 2612.521484
	Iteration 39Q: 3 clusters Score -678813.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -678816.250000 Penalty: 2612.521484
	Iteration 40F: 3 clusters Score -678816.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -678824.625000 Penalty: 2612.521484
	Iteration 41Q: 3 clusters Score -678824.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -678833.250000 Penalty: 2612.521484
	Iteration 42Q: 3 clusters Score -678833.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -678836.875000 Penalty: 2612.521484
	Iteration 43Q: 3 clusters Score -678836.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -678840.562500 Penalty: 2612.521484
	Iteration 44Q: 3 clusters Score -678840.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -678844.687500 Penalty: 2612.521484
	Iteration 45Q: 3 clusters Score -678844.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -678846.125000 Penalty: 2612.521484
	Iteration 46Q: 3 clusters Score -678846.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -678847.250000 Penalty: 2612.521484
	Iteration 47Q: 3 clusters Score -678847.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -678847.250000 Penalty: 2612.521484
	Iteration 48F: 3 clusters Score -678847.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (14370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Entering Unmasked Estep 
Score: -1495511.000000 Penalty: 1424.447266
	Iteration 0F: 2 clusters Score -1495511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1485939.125000 Penalty: 2848.894531
	Iteration 0F: 3 clusters Score -1485939 nChanged 6181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1489369.375000 Penalty: 2848.894531
	Iteration 1F: 3 clusters Score -1489369 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1489830.875000 Penalty: 2848.894531
	Iteration 2F: 3 clusters Score -1489831 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1490272.875000 Penalty: 2848.894531
	Iteration 3F: 3 clusters Score -1490273 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1490763.500000 Penalty: 2848.894531
	Iteration 4F: 3 clusters Score -1490764 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1491357.125000 Penalty: 2848.894531
	Iteration 5F: 3 clusters Score -1491357 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1492015.375000 Penalty: 2848.894531
	Iteration 6F: 3 clusters Score -1492015 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1492571.250000 Penalty: 2848.894531
	Iteration 7F: 3 clusters Score -1492571 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1493031.625000 Penalty: 2848.894531
	Iteration 8Q: 3 clusters Score -1493032 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1493386.500000 Penalty: 2848.894531
	Iteration 9Q: 3 clusters Score -1493386 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1493634.250000 Penalty: 2848.894531
	Iteration 10Q: 3 clusters Score -1493634 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1493841.375000 Penalty: 2848.894531
	Iteration 11Q: 3 clusters Score -1493841 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1494002.125000 Penalty: 2848.894531
	Iteration 12Q: 3 clusters Score -1494002 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1494110.125000 Penalty: 2848.894531
	Iteration 13Q: 3 clusters Score -1494110 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1494179.500000 Penalty: 2848.894531
	Iteration 14Q: 3 clusters Score -1494180 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1494227.500000 Penalty: 2848.894531
	Iteration 15Q: 3 clusters Score -1494228 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1494270.500000 Penalty: 2848.894531
	Iteration 16Q: 3 clusters Score -1494270 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1494301.875000 Penalty: 2848.894531
	Iteration 17Q: 3 clusters Score -1494302 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1494323.250000 Penalty: 2848.894531
	Iteration 18Q: 3 clusters Score -1494323 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1494336.500000 Penalty: 2848.894531
	Iteration 19Q: 3 clusters Score -1494336 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1494345.625000 Penalty: 2848.894531
	Iteration 20F: 3 clusters Score -1494346 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1494352.875000 Penalty: 2848.894531
	Iteration 21Q: 3 clusters Score -1494353 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1494358.625000 Penalty: 2848.894531
	Iteration 22Q: 3 clusters Score -1494359 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1494361.125000 Penalty: 2848.894531
	Iteration 23Q: 3 clusters Score -1494361 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1494366.125000 Penalty: 2848.894531
	Iteration 24Q: 3 clusters Score -1494366 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1494371.875000 Penalty: 2848.894531
	Iteration 25Q: 3 clusters Score -1494372 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1494376.250000 Penalty: 2848.894531
	Iteration 26Q: 3 clusters Score -1494376 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1494379.250000 Penalty: 2848.894531
	Iteration 27Q: 3 clusters Score -1494379 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1494383.125000 Penalty: 2848.894531
	Iteration 28Q: 3 clusters Score -1494383 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1494390.500000 Penalty: 2848.894531
	Iteration 29Q: 3 clusters Score -1494390 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1494386.375000 Penalty: 2848.894531
	Iteration 30Q: 3 clusters Score -1494386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1494391.125000 Penalty: 2848.894531
	Iteration 31Q: 3 clusters Score -1494391 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1494388.000000 Penalty: 2848.894531
	Iteration 32Q: 3 clusters Score -1494388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1494391.375000 Penalty: 2848.894531
	Iteration 33Q: 3 clusters Score -1494391 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1494396.750000 Penalty: 2848.894531
	Iteration 34Q: 3 clusters Score -1494397 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1494399.125000 Penalty: 2848.894531
	Iteration 35Q: 3 clusters Score -1494399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1494397.000000 Penalty: 2848.894531
	Iteration 36Q: 3 clusters Score -1494397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1494396.500000 Penalty: 2848.894531
	Iteration 37Q: 3 clusters Score -1494396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1494401.125000 Penalty: 2848.894531
	Iteration 38Q: 3 clusters Score -1494401 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1494401.875000 Penalty: 2848.894531
	Iteration 39Q: 3 clusters Score -1494402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1494400.875000 Penalty: 2848.894531
	Iteration 40F: 3 clusters Score -1494401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1494402.375000 Penalty: 2848.894531
	Iteration 41Q: 3 clusters Score -1494402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1494399.500000 Penalty: 2848.894531
	Iteration 42Q: 3 clusters Score -1494400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1494399.500000 Penalty: 2848.894531
	Iteration 43F: 3 clusters Score -1494400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (3634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Entering Unmasked Estep 
Score: -371831.812500 Penalty: 1219.875732
	Iteration 0F: 2 clusters Score -371831.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -368936.562500 Penalty: 2439.751465
	Iteration 0F: 3 clusters Score -368936.6 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -369777.875000 Penalty: 2439.751465
	Iteration 1F: 3 clusters Score -369777.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -369963.531250 Penalty: 2439.751465
	Iteration 2F: 3 clusters Score -369963.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -370060.687500 Penalty: 2439.751465
	Iteration 3Q: 3 clusters Score -370060.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -370131.250000 Penalty: 2439.751465
	Iteration 4Q: 3 clusters Score -370131.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -370176.343750 Penalty: 2439.751465
	Iteration 5Q: 3 clusters Score -370176.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -370204.656250 Penalty: 2439.751465
	Iteration 6Q: 3 clusters Score -370204.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -370225.750000 Penalty: 2439.751465
	Iteration 7Q: 3 clusters Score -370225.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -370249.250000 Penalty: 2439.751465
	Iteration 8Q: 3 clusters Score -370249.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -370275.093750 Penalty: 2439.751465
	Iteration 9Q: 3 clusters Score -370275.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -370304.000000 Penalty: 2439.751465
	Iteration 10Q: 3 clusters Score -370304 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -370333.500000 Penalty: 2439.751465
	Iteration 11Q: 3 clusters Score -370333.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -370357.375000 Penalty: 2439.751465
	Iteration 12Q: 3 clusters Score -370357.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -370377.625000 Penalty: 2439.751465
	Iteration 13Q: 3 clusters Score -370377.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -370397.656250 Penalty: 2439.751465
	Iteration 14Q: 3 clusters Score -370397.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -370412.250000 Penalty: 2439.751465
	Iteration 15Q: 3 clusters Score -370412.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -370427.375000 Penalty: 2439.751465
	Iteration 16Q: 3 clusters Score -370427.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -370439.125000 Penalty: 2439.751465
	Iteration 17Q: 3 clusters Score -370439.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -370451.750000 Penalty: 2439.751465
	Iteration 18Q: 3 clusters Score -370451.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -370465.312500 Penalty: 2439.751465
	Iteration 19Q: 3 clusters Score -370465.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -370475.593750 Penalty: 2439.751465
	Iteration 20F: 3 clusters Score -370475.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -370490.531250 Penalty: 2439.751465
	Iteration 21Q: 3 clusters Score -370490.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -370510.562500 Penalty: 2439.751465
	Iteration 22Q: 3 clusters Score -370510.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -370528.843750 Penalty: 2439.751465
	Iteration 23Q: 3 clusters Score -370528.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -370540.031250 Penalty: 2439.751465
	Iteration 24Q: 3 clusters Score -370540 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -370557.781250 Penalty: 2439.751465
	Iteration 25Q: 3 clusters Score -370557.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -370572.625000 Penalty: 2439.751465
	Iteration 26Q: 3 clusters Score -370572.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -370587.562500 Penalty: 2439.751465
	Iteration 27Q: 3 clusters Score -370587.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -370601.125000 Penalty: 2439.751465
	Iteration 28Q: 3 clusters Score -370601.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -370611.406250 Penalty: 2439.751465
	Iteration 29Q: 3 clusters Score -370611.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -370618.406250 Penalty: 2439.751465
	Iteration 30Q: 3 clusters Score -370618.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -370625.187500 Penalty: 2439.751465
	Iteration 31Q: 3 clusters Score -370625.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -370636.656250 Penalty: 2439.751465
	Iteration 32Q: 3 clusters Score -370636.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -370646.437500 Penalty: 2439.751465
	Iteration 33Q: 3 clusters Score -370646.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -370653.062500 Penalty: 2439.751465
	Iteration 34Q: 3 clusters Score -370653.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -370658.437500 Penalty: 2439.751465
	Iteration 35Q: 3 clusters Score -370658.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -370668.750000 Penalty: 2439.751465
	Iteration 36Q: 3 clusters Score -370668.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -370678.468750 Penalty: 2439.751465
	Iteration 37Q: 3 clusters Score -370678.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -370686.687500 Penalty: 2439.751465
	Iteration 38Q: 3 clusters Score -370686.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -370694.750000 Penalty: 2439.751465
	Iteration 39Q: 3 clusters Score -370694.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -370705.906250 Penalty: 2439.751465
	Iteration 40F: 3 clusters Score -370705.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -370716.906250 Penalty: 2439.751465
	Iteration 41Q: 3 clusters Score -370716.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -370726.968750 Penalty: 2439.751465
	Iteration 42Q: 3 clusters Score -370727 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -370738.375000 Penalty: 2439.751465
	Iteration 43Q: 3 clusters Score -370738.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -370747.625000 Penalty: 2439.751465
	Iteration 44Q: 3 clusters Score -370747.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -370756.250000 Penalty: 2439.751465
	Iteration 45Q: 3 clusters Score -370756.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -370762.781250 Penalty: 2439.751465
	Iteration 46Q: 3 clusters Score -370762.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -370769.687500 Penalty: 2439.751465
	Iteration 47Q: 3 clusters Score -370769.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -370780.812500 Penalty: 2439.751465
	Iteration 48Q: 3 clusters Score -370780.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -370792.843750 Penalty: 2439.751465
	Iteration 49Q: 3 clusters Score -370792.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -370802.875000 Penalty: 2439.751465
	Iteration 50Q: 3 clusters Score -370802.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -370809.500000 Penalty: 2439.751465
	Iteration 51Q: 3 clusters Score -370809.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -370813.781250 Penalty: 2439.751465
	Iteration 52Q: 3 clusters Score -370813.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -370819.218750 Penalty: 2439.751465
	Iteration 53Q: 3 clusters Score -370819.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -370823.062500 Penalty: 2439.751465
	Iteration 54Q: 3 clusters Score -370823.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -370827.812500 Penalty: 2439.751465
	Iteration 55Q: 3 clusters Score -370827.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -370831.156250 Penalty: 2439.751465
	Iteration 56Q: 3 clusters Score -370831.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -370837.281250 Penalty: 2439.751465
	Iteration 57Q: 3 clusters Score -370837.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -370844.375000 Penalty: 2439.751465
	Iteration 58Q: 3 clusters Score -370844.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -370848.312500 Penalty: 2439.751465
	Iteration 59Q: 3 clusters Score -370848.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -370853.062500 Penalty: 2439.751465
	Iteration 60F: 3 clusters Score -370853.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -370857.781250 Penalty: 2439.751465
	Iteration 61Q: 3 clusters Score -370857.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -370859.500000 Penalty: 2439.751465
	Iteration 62Q: 3 clusters Score -370859.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -370860.687500 Penalty: 2439.751465
	Iteration 63Q: 3 clusters Score -370860.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -370862.000000 Penalty: 2439.751465
	Iteration 64Q: 3 clusters Score -370862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -370864.031250 Penalty: 2439.751465
	Iteration 65Q: 3 clusters Score -370864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -370867.062500 Penalty: 2439.751465
	Iteration 66Q: 3 clusters Score -370867.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -370870.625000 Penalty: 2439.751465
	Iteration 67Q: 3 clusters Score -370870.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -370875.250000 Penalty: 2439.751465
	Iteration 68Q: 3 clusters Score -370875.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -370880.937500 Penalty: 2439.751465
	Iteration 69Q: 3 clusters Score -370880.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -370884.187500 Penalty: 2439.751465
	Iteration 70Q: 3 clusters Score -370884.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -370886.500000 Penalty: 2439.751465
	Iteration 71Q: 3 clusters Score -370886.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -370887.906250 Penalty: 2439.751465
	Iteration 72Q: 3 clusters Score -370887.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -370888.875000 Penalty: 2439.751465
	Iteration 73Q: 3 clusters Score -370888.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -370888.875000 Penalty: 2439.751465
	Iteration 74F: 3 clusters Score -370888.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (4129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Entering Unmasked Estep 
Score: -389414.875000 Penalty: 1238.877686
	Iteration 0F: 2 clusters Score -389414.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -386302.656250 Penalty: 2477.755371
	Iteration 0F: 3 clusters Score -386302.7 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -387380.625000 Penalty: 2477.755371
	Iteration 1F: 3 clusters Score -387380.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -387732.312500 Penalty: 2477.755371
	Iteration 2F: 3 clusters Score -387732.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -388001.437500 Penalty: 2477.755371
	Iteration 3F: 3 clusters Score -388001.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -388222.187500 Penalty: 2477.755371
	Iteration 4F: 3 clusters Score -388222.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -388440.718750 Penalty: 2477.755371
	Iteration 5F: 3 clusters Score -388440.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -388587.343750 Penalty: 2477.755371
	Iteration 6Q: 3 clusters Score -388587.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -388694.156250 Penalty: 2477.755371
	Iteration 7Q: 3 clusters Score -388694.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -388775.312500 Penalty: 2477.755371
	Iteration 8Q: 3 clusters Score -388775.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -388833.625000 Penalty: 2477.755371
	Iteration 9Q: 3 clusters Score -388833.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -388882.531250 Penalty: 2477.755371
	Iteration 10Q: 3 clusters Score -388882.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -388916.781250 Penalty: 2477.755371
	Iteration 11Q: 3 clusters Score -388916.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -388942.281250 Penalty: 2477.755371
	Iteration 12Q: 3 clusters Score -388942.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -388971.312500 Penalty: 2477.755371
	Iteration 13Q: 3 clusters Score -388971.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -388989.812500 Penalty: 2477.755371
	Iteration 14Q: 3 clusters Score -388989.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -388998.343750 Penalty: 2477.755371
	Iteration 15Q: 3 clusters Score -388998.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -389004.093750 Penalty: 2477.755371
	Iteration 16Q: 3 clusters Score -389004.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -389010.781250 Penalty: 2477.755371
	Iteration 17Q: 3 clusters Score -389010.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -389018.406250 Penalty: 2477.755371
	Iteration 18Q: 3 clusters Score -389018.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -389021.000000 Penalty: 2477.755371
	Iteration 19Q: 3 clusters Score -389021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -389027.531250 Penalty: 2477.755371
	Iteration 20F: 3 clusters Score -389027.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -389030.875000 Penalty: 2477.755371
	Iteration 21Q: 3 clusters Score -389030.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -389033.906250 Penalty: 2477.755371
	Iteration 22Q: 3 clusters Score -389033.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -389038.406250 Penalty: 2477.755371
	Iteration 23Q: 3 clusters Score -389038.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -389043.875000 Penalty: 2477.755371
	Iteration 24Q: 3 clusters Score -389043.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -389045.000000 Penalty: 2477.755371
	Iteration 25Q: 3 clusters Score -389045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -389048.000000 Penalty: 2477.755371
	Iteration 26Q: 3 clusters Score -389048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -389049.312500 Penalty: 2477.755371
	Iteration 27Q: 3 clusters Score -389049.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -389051.000000 Penalty: 2477.755371
	Iteration 28Q: 3 clusters Score -389051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -389052.250000 Penalty: 2477.755371
	Iteration 29Q: 3 clusters Score -389052.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -389053.343750 Penalty: 2477.755371
	Iteration 30Q: 3 clusters Score -389053.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -389054.312500 Penalty: 2477.755371
	Iteration 31Q: 3 clusters Score -389054.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -389055.031250 Penalty: 2477.755371
	Iteration 32Q: 3 clusters Score -389055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -389055.843750 Penalty: 2477.755371
	Iteration 33Q: 3 clusters Score -389055.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -389055.843750 Penalty: 2477.755371
	Iteration 34F: 3 clusters Score -389055.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (92 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Entering Unmasked Estep 
Score: -6420.292969 Penalty: 672.842163
	Iteration 0F: 2 clusters Score -6420.293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -6223.352539 Penalty: 1345.684326
	Iteration 0F: 3 clusters Score -6223.353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Entering Unmasked Estep 
Score: -80657.781250 Penalty: 1012.691589
	Iteration 0F: 2 clusters Score -80657.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -79483.218750 Penalty: 2025.383179
	Iteration 0F: 3 clusters Score -79483.22 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -79719.031250 Penalty: 2025.383179
	Iteration 1F: 3 clusters Score -79719.03 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -79834.289062 Penalty: 2025.383179
	Iteration 2F: 3 clusters Score -79834.29 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -79920.656250 Penalty: 2025.383179
	Iteration 3Q: 3 clusters Score -79920.66 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -79992.234375 Penalty: 2025.383179
	Iteration 4Q: 3 clusters Score -79992.23 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -80051.843750 Penalty: 2025.383179
	Iteration 5Q: 3 clusters Score -80051.84 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -80093.117188 Penalty: 2025.383179
	Iteration 6Q: 3 clusters Score -80093.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -80117.156250 Penalty: 2025.383179
	Iteration 7Q: 3 clusters Score -80117.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -80136.226562 Penalty: 2025.383179
	Iteration 8Q: 3 clusters Score -80136.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -80146.906250 Penalty: 2025.383179
	Iteration 9Q: 3 clusters Score -80146.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -80154.414062 Penalty: 2025.383179
	Iteration 10Q: 3 clusters Score -80154.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -80157.875000 Penalty: 2025.383179
	Iteration 11Q: 3 clusters Score -80157.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -80160.328125 Penalty: 2025.383179
	Iteration 12Q: 3 clusters Score -80160.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -80164.429688 Penalty: 2025.383179
	Iteration 13Q: 3 clusters Score -80164.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -80165.328125 Penalty: 2025.383179
	Iteration 14Q: 3 clusters Score -80165.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -80165.328125 Penalty: 2025.383179
	Iteration 15F: 3 clusters Score -80165.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (10906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Entering Unmasked Estep 
Score: -1142347.875000 Penalty: 1383.403809
	Iteration 0F: 2 clusters Score -1142348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1135106.750000 Penalty: 2766.807617
	Iteration 0F: 3 clusters Score -1135107 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1137396.750000 Penalty: 2766.807617
	Iteration 1F: 3 clusters Score -1137397 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1137706.750000 Penalty: 2766.807617
	Iteration 2F: 3 clusters Score -1137707 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1137965.625000 Penalty: 2766.807617
	Iteration 3F: 3 clusters Score -1137966 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1138162.500000 Penalty: 2766.807617
	Iteration 4Q: 3 clusters Score -1138162 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1138325.500000 Penalty: 2766.807617
	Iteration 5Q: 3 clusters Score -1138326 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1138488.625000 Penalty: 2766.807617
	Iteration 6Q: 3 clusters Score -1138489 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1138643.875000 Penalty: 2766.807617
	Iteration 7Q: 3 clusters Score -1138644 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1138787.875000 Penalty: 2766.807617
	Iteration 8Q: 3 clusters Score -1138788 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1138948.625000 Penalty: 2766.807617
	Iteration 9Q: 3 clusters Score -1138949 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1139130.375000 Penalty: 2766.807617
	Iteration 10Q: 3 clusters Score -1139130 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1139370.000000 Penalty: 2766.807617
	Iteration 11Q: 3 clusters Score -1139370 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1139649.375000 Penalty: 2766.807617
	Iteration 12Q: 3 clusters Score -1139649 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1139991.875000 Penalty: 2766.807617
	Iteration 13Q: 3 clusters Score -1139992 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1140341.500000 Penalty: 2766.807617
	Iteration 14Q: 3 clusters Score -1140342 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1140693.625000 Penalty: 2766.807617
	Iteration 15Q: 3 clusters Score -1140694 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1140975.375000 Penalty: 2766.807617
	Iteration 16Q: 3 clusters Score -1140975 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1141185.375000 Penalty: 2766.807617
	Iteration 17Q: 3 clusters Score -1141185 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1141336.250000 Penalty: 2766.807617
	Iteration 18Q: 3 clusters Score -1141336 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1141449.125000 Penalty: 2766.807617
	Iteration 19Q: 3 clusters Score -1141449 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1141517.500000 Penalty: 2766.807617
	Iteration 20F: 3 clusters Score -1141518 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1141552.125000 Penalty: 2766.807617
	Iteration 21Q: 3 clusters Score -1141552 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1141573.125000 Penalty: 2766.807617
	Iteration 22Q: 3 clusters Score -1141573 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1141585.375000 Penalty: 2766.807617
	Iteration 23Q: 3 clusters Score -1141585 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1141609.000000 Penalty: 2766.807617
	Iteration 24Q: 3 clusters Score -1141609 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1141621.375000 Penalty: 2766.807617
	Iteration 25Q: 3 clusters Score -1141621 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1141627.500000 Penalty: 2766.807617
	Iteration 26Q: 3 clusters Score -1141628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1141634.500000 Penalty: 2766.807617
	Iteration 27Q: 3 clusters Score -1141634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1141636.500000 Penalty: 2766.807617
	Iteration 28Q: 3 clusters Score -1141636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1141637.500000 Penalty: 2766.807617
	Iteration 29Q: 3 clusters Score -1141638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1141639.000000 Penalty: 2766.807617
	Iteration 30Q: 3 clusters Score -1141639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1141641.000000 Penalty: 2766.807617
	Iteration 31Q: 3 clusters Score -1141641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1141642.000000 Penalty: 2766.807617
	Iteration 32Q: 3 clusters Score -1141642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1141644.375000 Penalty: 2766.807617
	Iteration 33Q: 3 clusters Score -1141644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1141644.375000 Penalty: 2766.807617
	Iteration 34F: 3 clusters Score -1141644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106439 members 
Mstep: Class 3 contains 19613 members 
Mstep: Class 4 contains 36722 members 
Mstep: Class 5 contains 66708 members 
Mstep: Class 6 contains 115626 members 
Mstep: Class 7 contains 5524 members 
Mstep: Class 8 contains 14455 members 
Mstep: Class 9 contains 20245 members 
Mstep: Class 10 contains 23273 members 
Mstep: Class 11 contains 49803 members 
Mstep: Class 12 contains 4133 members 
Mstep: Class 13 contains 9912 members 
Mstep: Class 14 contains 1744 members 
Mstep: Class 15 contains 5373 members 
Mstep: Class 16 contains 40352 members 
Mstep: Class 17 contains 8396 members 
Mstep: Class 18 contains 20151 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38097 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19827 members 
Mstep: Class 23 contains 13094 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2141 members 
Mstep: Class 26 contains 3389 members 
Mstep: Class 27 contains 23448 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10354 members 
Mstep: Class 30 contains 38645 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7483 members 
Mstep: Class 33 contains 20745 members 
Mstep: Class 34 contains 8780 members 
Mstep: Class 35 contains 19338 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6123 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4903 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14370 members 
Mstep: Class 44 contains 3634 members 
Mstep: Class 45 contains 4129 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130784.000000 Penalty: 97921.867188
Iteration 239Q: 49 clusters Score -8.813078e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106437 members 
Mstep: Class 3 contains 19613 members 
Mstep: Class 4 contains 36721 members 
Mstep: Class 5 contains 66708 members 
Mstep: Class 6 contains 115628 members 
Mstep: Class 7 contains 5524 members 
Mstep: Class 8 contains 14439 members 
Mstep: Class 9 contains 20245 members 
Mstep: Class 10 contains 23280 members 
Mstep: Class 11 contains 49803 members 
Mstep: Class 12 contains 4134 members 
Mstep: Class 13 contains 9912 members 
Mstep: Class 14 contains 1744 members 
Mstep: Class 15 contains 5373 members 
Mstep: Class 16 contains 40352 members 
Mstep: Class 17 contains 8396 members 
Mstep: Class 18 contains 20152 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38097 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19827 members 
Mstep: Class 23 contains 13095 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2141 members 
Mstep: Class 26 contains 3389 members 
Mstep: Class 27 contains 23449 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10352 members 
Mstep: Class 30 contains 38645 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7483 members 
Mstep: Class 33 contains 20755 members 
Mstep: Class 34 contains 8780 members 
Mstep: Class 35 contains 19338 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6122 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4902 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14370 members 
Mstep: Class 44 contains 3634 members 
Mstep: Class 45 contains 4129 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130776.000000 Penalty: 97921.867188
Iteration 240F: 49 clusters Score -8.813078e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106436 members 
Mstep: Class 3 contains 19613 members 
Mstep: Class 4 contains 36722 members 
Mstep: Class 5 contains 66710 members 
Mstep: Class 6 contains 115630 members 
Mstep: Class 7 contains 5524 members 
Mstep: Class 8 contains 14430 members 
Mstep: Class 9 contains 20243 members 
Mstep: Class 10 contains 23284 members 
Mstep: Class 11 contains 49803 members 
Mstep: Class 12 contains 4135 members 
Mstep: Class 13 contains 9912 members 
Mstep: Class 14 contains 1744 members 
Mstep: Class 15 contains 5373 members 
Mstep: Class 16 contains 40351 members 
Mstep: Class 17 contains 8396 members 
Mstep: Class 18 contains 20151 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38097 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19827 members 
Mstep: Class 23 contains 13095 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2141 members 
Mstep: Class 26 contains 3389 members 
Mstep: Class 27 contains 23450 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10351 members 
Mstep: Class 30 contains 38645 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7483 members 
Mstep: Class 33 contains 20759 members 
Mstep: Class 34 contains 8780 members 
Mstep: Class 35 contains 19338 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6121 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4902 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14370 members 
Mstep: Class 44 contains 3634 members 
Mstep: Class 45 contains 4130 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130768.000000 Penalty: 97921.867188
Iteration 241Q: 49 clusters Score -8.813077e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106433 members 
Mstep: Class 3 contains 19612 members 
Mstep: Class 4 contains 36723 members 
Mstep: Class 5 contains 66710 members 
Mstep: Class 6 contains 115636 members 
Mstep: Class 7 contains 5524 members 
Mstep: Class 8 contains 14419 members 
Mstep: Class 9 contains 20243 members 
Mstep: Class 10 contains 23287 members 
Mstep: Class 11 contains 49803 members 
Mstep: Class 12 contains 4135 members 
Mstep: Class 13 contains 9912 members 
Mstep: Class 14 contains 1744 members 
Mstep: Class 15 contains 5374 members 
Mstep: Class 16 contains 40351 members 
Mstep: Class 17 contains 8396 members 
Mstep: Class 18 contains 20149 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38097 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19828 members 
Mstep: Class 23 contains 13096 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2141 members 
Mstep: Class 26 contains 3389 members 
Mstep: Class 27 contains 23449 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10350 members 
Mstep: Class 30 contains 38648 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7483 members 
Mstep: Class 33 contains 20763 members 
Mstep: Class 34 contains 8780 members 
Mstep: Class 35 contains 19338 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6120 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4902 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14370 members 
Mstep: Class 44 contains 3634 members 
Mstep: Class 45 contains 4130 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130768.000000 Penalty: 97921.867188
Iteration 242Q: 49 clusters Score -8.813077e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106431 members 
Mstep: Class 3 contains 19612 members 
Mstep: Class 4 contains 36722 members 
Mstep: Class 5 contains 66711 members 
Mstep: Class 6 contains 115637 members 
Mstep: Class 7 contains 5524 members 
Mstep: Class 8 contains 14416 members 
Mstep: Class 9 contains 20243 members 
Mstep: Class 10 contains 23289 members 
Mstep: Class 11 contains 49803 members 
Mstep: Class 12 contains 4135 members 
Mstep: Class 13 contains 9912 members 
Mstep: Class 14 contains 1744 members 
Mstep: Class 15 contains 5375 members 
Mstep: Class 16 contains 40348 members 
Mstep: Class 17 contains 8396 members 
Mstep: Class 18 contains 20149 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38097 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19827 members 
Mstep: Class 23 contains 13097 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2141 members 
Mstep: Class 26 contains 3389 members 
Mstep: Class 27 contains 23449 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10350 members 
Mstep: Class 30 contains 38651 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7483 members 
Mstep: Class 33 contains 20764 members 
Mstep: Class 34 contains 8780 members 
Mstep: Class 35 contains 19338 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6120 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4902 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14370 members 
Mstep: Class 44 contains 3634 members 
Mstep: Class 45 contains 4130 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130744.000000 Penalty: 97921.867188
Iteration 243Q: 49 clusters Score -8.813074e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106429 members 
Mstep: Class 3 contains 19612 members 
Mstep: Class 4 contains 36723 members 
Mstep: Class 5 contains 66712 members 
Mstep: Class 6 contains 115638 members 
Mstep: Class 7 contains 5524 members 
Mstep: Class 8 contains 14412 members 
Mstep: Class 9 contains 20243 members 
Mstep: Class 10 contains 23289 members 
Mstep: Class 11 contains 49802 members 
Mstep: Class 12 contains 4135 members 
Mstep: Class 13 contains 9912 members 
Mstep: Class 14 contains 1744 members 
Mstep: Class 15 contains 5375 members 
Mstep: Class 16 contains 40348 members 
Mstep: Class 17 contains 8396 members 
Mstep: Class 18 contains 20149 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38097 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19828 members 
Mstep: Class 23 contains 13097 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2141 members 
Mstep: Class 26 contains 3389 members 
Mstep: Class 27 contains 23450 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10350 members 
Mstep: Class 30 contains 38651 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7483 members 
Mstep: Class 33 contains 20766 members 
Mstep: Class 34 contains 8780 members 
Mstep: Class 35 contains 19338 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6120 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4902 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14370 members 
Mstep: Class 44 contains 3634 members 
Mstep: Class 45 contains 4130 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130728.000000 Penalty: 97921.867188
Iteration 244Q: 49 clusters Score -8.813073e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106428 members 
Mstep: Class 3 contains 19612 members 
Mstep: Class 4 contains 36723 members 
Mstep: Class 5 contains 66713 members 
Mstep: Class 6 contains 115640 members 
Mstep: Class 7 contains 5524 members 
Mstep: Class 8 contains 14400 members 
Mstep: Class 9 contains 20243 members 
Mstep: Class 10 contains 23290 members 
Mstep: Class 11 contains 49802 members 
Mstep: Class 12 contains 4135 members 
Mstep: Class 13 contains 9912 members 
Mstep: Class 14 contains 1744 members 
Mstep: Class 15 contains 5375 members 
Mstep: Class 16 contains 40351 members 
Mstep: Class 17 contains 8396 members 
Mstep: Class 18 contains 20150 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38097 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19827 members 
Mstep: Class 23 contains 13097 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2142 members 
Mstep: Class 26 contains 3389 members 
Mstep: Class 27 contains 23450 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10350 members 
Mstep: Class 30 contains 38653 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7483 members 
Mstep: Class 33 contains 20768 members 
Mstep: Class 34 contains 8780 members 
Mstep: Class 35 contains 19339 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6120 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4902 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14370 members 
Mstep: Class 44 contains 3634 members 
Mstep: Class 45 contains 4130 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130816.000000 Penalty: 97921.867188
Iteration 245Q: 49 clusters Score -8.813082e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106426 members 
Mstep: Class 3 contains 19612 members 
Mstep: Class 4 contains 36722 members 
Mstep: Class 5 contains 66713 members 
Mstep: Class 6 contains 115644 members 
Mstep: Class 7 contains 5524 members 
Mstep: Class 8 contains 14394 members 
Mstep: Class 9 contains 20243 members 
Mstep: Class 10 contains 23294 members 
Mstep: Class 11 contains 49802 members 
Mstep: Class 12 contains 4135 members 
Mstep: Class 13 contains 9912 members 
Mstep: Class 14 contains 1744 members 
Mstep: Class 15 contains 5375 members 
Mstep: Class 16 contains 40354 members 
Mstep: Class 17 contains 8396 members 
Mstep: Class 18 contains 20149 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38098 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19825 members 
Mstep: Class 23 contains 13097 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2141 members 
Mstep: Class 26 contains 3389 members 
Mstep: Class 27 contains 23449 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10350 members 
Mstep: Class 30 contains 38653 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7483 members 
Mstep: Class 33 contains 20770 members 
Mstep: Class 34 contains 8780 members 
Mstep: Class 35 contains 19339 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6120 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4902 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14370 members 
Mstep: Class 44 contains 3634 members 
Mstep: Class 45 contains 4130 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130784.000000 Penalty: 97921.867188
Iteration 246Q: 49 clusters Score -8.813078e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106427 members 
Mstep: Class 3 contains 19612 members 
Mstep: Class 4 contains 36722 members 
Mstep: Class 5 contains 66714 members 
Mstep: Class 6 contains 115644 members 
Mstep: Class 7 contains 5524 members 
Mstep: Class 8 contains 14382 members 
Mstep: Class 9 contains 20244 members 
Mstep: Class 10 contains 23301 members 
Mstep: Class 11 contains 49802 members 
Mstep: Class 12 contains 4135 members 
Mstep: Class 13 contains 9912 members 
Mstep: Class 14 contains 1744 members 
Mstep: Class 15 contains 5375 members 
Mstep: Class 16 contains 40357 members 
Mstep: Class 17 contains 8396 members 
Mstep: Class 18 contains 20148 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38098 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19823 members 
Mstep: Class 23 contains 13097 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2140 members 
Mstep: Class 26 contains 3389 members 
Mstep: Class 27 contains 23449 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10352 members 
Mstep: Class 30 contains 38655 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7483 members 
Mstep: Class 33 contains 20770 members 
Mstep: Class 34 contains 8780 members 
Mstep: Class 35 contains 19338 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6120 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4902 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14370 members 
Mstep: Class 44 contains 3634 members 
Mstep: Class 45 contains 4130 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130800.000000 Penalty: 97921.867188
Iteration 247Q: 49 clusters Score -8.81308e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106427 members 
Mstep: Class 3 contains 19612 members 
Mstep: Class 4 contains 36723 members 
Mstep: Class 5 contains 66715 members 
Mstep: Class 6 contains 115648 members 
Mstep: Class 7 contains 5524 members 
Mstep: Class 8 contains 14360 members 
Mstep: Class 9 contains 20244 members 
Mstep: Class 10 contains 23308 members 
Mstep: Class 11 contains 49801 members 
Mstep: Class 12 contains 4135 members 
Mstep: Class 13 contains 9912 members 
Mstep: Class 14 contains 1744 members 
Mstep: Class 15 contains 5376 members 
Mstep: Class 16 contains 40360 members 
Mstep: Class 17 contains 8396 members 
Mstep: Class 18 contains 20149 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38098 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19821 members 
Mstep: Class 23 contains 13097 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2140 members 
Mstep: Class 26 contains 3389 members 
Mstep: Class 27 contains 23449 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10356 members 
Mstep: Class 30 contains 38657 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7483 members 
Mstep: Class 33 contains 20772 members 
Mstep: Class 34 contains 8780 members 
Mstep: Class 35 contains 19337 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6120 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4902 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14370 members 
Mstep: Class 44 contains 3634 members 
Mstep: Class 45 contains 4130 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130768.000000 Penalty: 97921.867188
Iteration 248Q: 49 clusters Score -8.813077e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106423 members 
Mstep: Class 3 contains 19612 members 
Mstep: Class 4 contains 36722 members 
Mstep: Class 5 contains 66717 members 
Mstep: Class 6 contains 115650 members 
Mstep: Class 7 contains 5524 members 
Mstep: Class 8 contains 14353 members 
Mstep: Class 9 contains 20246 members 
Mstep: Class 10 contains 23316 members 
Mstep: Class 11 contains 49801 members 
Mstep: Class 12 contains 4135 members 
Mstep: Class 13 contains 9912 members 
Mstep: Class 14 contains 1744 members 
Mstep: Class 15 contains 5377 members 
Mstep: Class 16 contains 40357 members 
Mstep: Class 17 contains 8396 members 
Mstep: Class 18 contains 20147 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38097 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19819 members 
Mstep: Class 23 contains 13097 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2140 members 
Mstep: Class 26 contains 3389 members 
Mstep: Class 27 contains 23449 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10356 members 
Mstep: Class 30 contains 38658 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7483 members 
Mstep: Class 33 contains 20775 members 
Mstep: Class 34 contains 8780 members 
Mstep: Class 35 contains 19339 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6120 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4901 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14370 members 
Mstep: Class 44 contains 3634 members 
Mstep: Class 45 contains 4130 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130744.000000 Penalty: 97921.867188
Iteration 249Q: 49 clusters Score -8.813074e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106420 members 
Mstep: Class 3 contains 19612 members 
Mstep: Class 4 contains 36723 members 
Mstep: Class 5 contains 66719 members 
Mstep: Class 6 contains 115653 members 
Mstep: Class 7 contains 5524 members 
Mstep: Class 8 contains 14344 members 
Mstep: Class 9 contains 20248 members 
Mstep: Class 10 contains 23326 members 
Mstep: Class 11 contains 49801 members 
Mstep: Class 12 contains 4135 members 
Mstep: Class 13 contains 9912 members 
Mstep: Class 14 contains 1744 members 
Mstep: Class 15 contains 5377 members 
Mstep: Class 16 contains 40359 members 
Mstep: Class 17 contains 8396 members 
Mstep: Class 18 contains 20141 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38096 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19816 members 
Mstep: Class 23 contains 13097 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2140 members 
Mstep: Class 26 contains 3389 members 
Mstep: Class 27 contains 23449 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10356 members 
Mstep: Class 30 contains 38660 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7482 members 
Mstep: Class 33 contains 20775 members 
Mstep: Class 34 contains 8780 members 
Mstep: Class 35 contains 19341 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6120 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4900 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14370 members 
Mstep: Class 44 contains 3634 members 
Mstep: Class 45 contains 4130 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130776.000000 Penalty: 97921.867188
Iteration 250Q: 49 clusters Score -8.813078e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106417 members 
Mstep: Class 3 contains 19613 members 
Mstep: Class 4 contains 36723 members 
Mstep: Class 5 contains 66720 members 
Mstep: Class 6 contains 115655 members 
Mstep: Class 7 contains 5524 members 
Mstep: Class 8 contains 14338 members 
Mstep: Class 9 contains 20250 members 
Mstep: Class 10 contains 23329 members 
Mstep: Class 11 contains 49801 members 
Mstep: Class 12 contains 4135 members 
Mstep: Class 13 contains 9912 members 
Mstep: Class 14 contains 1744 members 
Mstep: Class 15 contains 5377 members 
Mstep: Class 16 contains 40357 members 
Mstep: Class 17 contains 8396 members 
Mstep: Class 18 contains 20143 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38096 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19814 members 
Mstep: Class 23 contains 13097 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2140 members 
Mstep: Class 26 contains 3389 members 
Mstep: Class 27 contains 23449 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10357 members 
Mstep: Class 30 contains 38661 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7482 members 
Mstep: Class 33 contains 20778 members 
Mstep: Class 34 contains 8780 members 
Mstep: Class 35 contains 19340 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6120 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4898 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14370 members 
Mstep: Class 44 contains 3634 members 
Mstep: Class 45 contains 4130 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130752.000000 Penalty: 97921.867188
Iteration 251Q: 49 clusters Score -8.813075e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106416 members 
Mstep: Class 3 contains 19613 members 
Mstep: Class 4 contains 36724 members 
Mstep: Class 5 contains 66720 members 
Mstep: Class 6 contains 115656 members 
Mstep: Class 7 contains 5523 members 
Mstep: Class 8 contains 14332 members 
Mstep: Class 9 contains 20252 members 
Mstep: Class 10 contains 23333 members 
Mstep: Class 11 contains 49801 members 
Mstep: Class 12 contains 4136 members 
Mstep: Class 13 contains 9912 members 
Mstep: Class 14 contains 1744 members 
Mstep: Class 15 contains 5377 members 
Mstep: Class 16 contains 40355 members 
Mstep: Class 17 contains 8396 members 
Mstep: Class 18 contains 20142 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38096 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19814 members 
Mstep: Class 23 contains 13097 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2139 members 
Mstep: Class 26 contains 3389 members 
Mstep: Class 27 contains 23449 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10357 members 
Mstep: Class 30 contains 38662 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7482 members 
Mstep: Class 33 contains 20781 members 
Mstep: Class 34 contains 8780 members 
Mstep: Class 35 contains 19340 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6120 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4897 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14370 members 
Mstep: Class 44 contains 3634 members 
Mstep: Class 45 contains 4130 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130792.000000 Penalty: 97921.867188
Iteration 252Q: 49 clusters Score -8.813079e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106417 members 
Mstep: Class 3 contains 19613 members 
Mstep: Class 4 contains 36726 members 
Mstep: Class 5 contains 66720 members 
Mstep: Class 6 contains 115659 members 
Mstep: Class 7 contains 5522 members 
Mstep: Class 8 contains 14317 members 
Mstep: Class 9 contains 20255 members 
Mstep: Class 10 contains 23338 members 
Mstep: Class 11 contains 49801 members 
Mstep: Class 12 contains 4136 members 
Mstep: Class 13 contains 9912 members 
Mstep: Class 14 contains 1744 members 
Mstep: Class 15 contains 5377 members 
Mstep: Class 16 contains 40356 members 
Mstep: Class 17 contains 8396 members 
Mstep: Class 18 contains 20140 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38096 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19813 members 
Mstep: Class 23 contains 13097 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2139 members 
Mstep: Class 26 contains 3389 members 
Mstep: Class 27 contains 23449 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10356 members 
Mstep: Class 30 contains 38666 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7482 members 
Mstep: Class 33 contains 20783 members 
Mstep: Class 34 contains 8780 members 
Mstep: Class 35 contains 19341 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6120 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4896 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14369 members 
Mstep: Class 44 contains 3634 members 
Mstep: Class 45 contains 4130 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130720.000000 Penalty: 97921.867188
Iteration 253Q: 49 clusters Score -8.813072e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106417 members 
Mstep: Class 3 contains 19612 members 
Mstep: Class 4 contains 36727 members 
Mstep: Class 5 contains 66723 members 
Mstep: Class 6 contains 115659 members 
Mstep: Class 7 contains 5522 members 
Mstep: Class 8 contains 14304 members 
Mstep: Class 9 contains 20255 members 
Mstep: Class 10 contains 23342 members 
Mstep: Class 11 contains 49800 members 
Mstep: Class 12 contains 4136 members 
Mstep: Class 13 contains 9912 members 
Mstep: Class 14 contains 1744 members 
Mstep: Class 15 contains 5377 members 
Mstep: Class 16 contains 40355 members 
Mstep: Class 17 contains 8396 members 
Mstep: Class 18 contains 20146 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38096 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19812 members 
Mstep: Class 23 contains 13097 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2136 members 
Mstep: Class 26 contains 3389 members 
Mstep: Class 27 contains 23448 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10356 members 
Mstep: Class 30 contains 38667 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7482 members 
Mstep: Class 33 contains 20790 members 
Mstep: Class 34 contains 8780 members 
Mstep: Class 35 contains 19340 members 
Mstep: Class 36 contains 727 members 
Mstep: Class 37 contains 6120 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4894 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14370 members 
Mstep: Class 44 contains 3634 members 
Mstep: Class 45 contains 4130 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130720.000000 Penalty: 97921.867188
Iteration 254Q: 49 clusters Score -8.813072e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106410 members 
Mstep: Class 3 contains 19612 members 
Mstep: Class 4 contains 36727 members 
Mstep: Class 5 contains 66726 members 
Mstep: Class 6 contains 115659 members 
Mstep: Class 7 contains 5522 members 
Mstep: Class 8 contains 14290 members 
Mstep: Class 9 contains 20257 members 
Mstep: Class 10 contains 23349 members 
Mstep: Class 11 contains 49800 members 
Mstep: Class 12 contains 4136 members 
Mstep: Class 13 contains 9912 members 
Mstep: Class 14 contains 1744 members 
Mstep: Class 15 contains 5377 members 
Mstep: Class 16 contains 40357 members 
Mstep: Class 17 contains 8396 members 
Mstep: Class 18 contains 20151 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38094 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19810 members 
Mstep: Class 23 contains 13097 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2137 members 
Mstep: Class 26 contains 3389 members 
Mstep: Class 27 contains 23445 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10358 members 
Mstep: Class 30 contains 38668 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7482 members 
Mstep: Class 33 contains 20794 members 
Mstep: Class 34 contains 8780 members 
Mstep: Class 35 contains 19341 members 
Mstep: Class 36 contains 727 members 
Mstep: Class 37 contains 6120 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4892 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14371 members 
Mstep: Class 44 contains 3634 members 
Mstep: Class 45 contains 4131 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130664.000000 Penalty: 97921.867188
Iteration 255Q: 49 clusters Score -8.813066e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106411 members 
Mstep: Class 3 contains 19612 members 
Mstep: Class 4 contains 36724 members 
Mstep: Class 5 contains 66732 members 
Mstep: Class 6 contains 115656 members 
Mstep: Class 7 contains 5522 members 
Mstep: Class 8 contains 14286 members 
Mstep: Class 9 contains 20256 members 
Mstep: Class 10 contains 23355 members 
Mstep: Class 11 contains 49800 members 
Mstep: Class 12 contains 4136 members 
Mstep: Class 13 contains 9912 members 
Mstep: Class 14 contains 1744 members 
Mstep: Class 15 contains 5377 members 
Mstep: Class 16 contains 40353 members 
Mstep: Class 17 contains 8396 members 
Mstep: Class 18 contains 20148 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38094 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19806 members 
Mstep: Class 23 contains 13097 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2136 members 
Mstep: Class 26 contains 3389 members 
Mstep: Class 27 contains 23445 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10355 members 
Mstep: Class 30 contains 38669 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7482 members 
Mstep: Class 33 contains 20804 members 
Mstep: Class 34 contains 8780 members 
Mstep: Class 35 contains 19341 members 
Mstep: Class 36 contains 727 members 
Mstep: Class 37 contains 6120 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4893 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14372 members 
Mstep: Class 44 contains 3634 members 
Mstep: Class 45 contains 4131 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130640.000000 Penalty: 97921.867188
Iteration 256Q: 49 clusters Score -8.813064e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106410 members 
Mstep: Class 3 contains 19612 members 
Mstep: Class 4 contains 36717 members 
Mstep: Class 5 contains 66732 members 
Mstep: Class 6 contains 115655 members 
Mstep: Class 7 contains 5522 members 
Mstep: Class 8 contains 14280 members 
Mstep: Class 9 contains 20258 members 
Mstep: Class 10 contains 23357 members 
Mstep: Class 11 contains 49800 members 
Mstep: Class 12 contains 4136 members 
Mstep: Class 13 contains 9912 members 
Mstep: Class 14 contains 1744 members 
Mstep: Class 15 contains 5377 members 
Mstep: Class 16 contains 40353 members 
Mstep: Class 17 contains 8396 members 
Mstep: Class 18 contains 20143 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38094 members 
Mstep: Class 21 contains 12315 members 
Mstep: Class 22 contains 19807 members 
Mstep: Class 23 contains 13097 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2135 members 
Mstep: Class 26 contains 3389 members 
Mstep: Class 27 contains 23444 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10355 members 
Mstep: Class 30 contains 38671 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7482 members 
Mstep: Class 33 contains 20817 members 
Mstep: Class 34 contains 8780 members 
Mstep: Class 35 contains 19341 members 
Mstep: Class 36 contains 727 members 
Mstep: Class 37 contains 6120 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4893 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14373 members 
Mstep: Class 44 contains 3634 members 
Mstep: Class 45 contains 4131 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130704.000000 Penalty: 97921.867188
Iteration 257Q: 49 clusters Score -8.81307e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106409 members 
Mstep: Class 3 contains 19612 members 
Mstep: Class 4 contains 36712 members 
Mstep: Class 5 contains 66732 members 
Mstep: Class 6 contains 115650 members 
Mstep: Class 7 contains 5522 members 
Mstep: Class 8 contains 14272 members 
Mstep: Class 9 contains 20259 members 
Mstep: Class 10 contains 23361 members 
Mstep: Class 11 contains 49801 members 
Mstep: Class 12 contains 4136 members 
Mstep: Class 13 contains 9912 members 
Mstep: Class 14 contains 1744 members 
Mstep: Class 15 contains 5377 members 
Mstep: Class 16 contains 40352 members 
Mstep: Class 17 contains 8396 members 
Mstep: Class 18 contains 20147 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38094 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19807 members 
Mstep: Class 23 contains 13097 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2135 members 
Mstep: Class 26 contains 3390 members 
Mstep: Class 27 contains 23442 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10352 members 
Mstep: Class 30 contains 38677 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7480 members 
Mstep: Class 33 contains 20827 members 
Mstep: Class 34 contains 8780 members 
Mstep: Class 35 contains 19341 members 
Mstep: Class 36 contains 727 members 
Mstep: Class 37 contains 6120 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4893 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14373 members 
Mstep: Class 44 contains 3634 members 
Mstep: Class 45 contains 4131 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130752.000000 Penalty: 97921.867188
Iteration 258Q: 49 clusters Score -8.813075e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106407 members 
Mstep: Class 3 contains 19613 members 
Mstep: Class 4 contains 36710 members 
Mstep: Class 5 contains 66731 members 
Mstep: Class 6 contains 115647 members 
Mstep: Class 7 contains 5522 members 
Mstep: Class 8 contains 14266 members 
Mstep: Class 9 contains 20261 members 
Mstep: Class 10 contains 23369 members 
Mstep: Class 11 contains 49801 members 
Mstep: Class 12 contains 4136 members 
Mstep: Class 13 contains 9912 members 
Mstep: Class 14 contains 1744 members 
Mstep: Class 15 contains 5377 members 
Mstep: Class 16 contains 40346 members 
Mstep: Class 17 contains 8396 members 
Mstep: Class 18 contains 20145 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38092 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19808 members 
Mstep: Class 23 contains 13097 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2135 members 
Mstep: Class 26 contains 3390 members 
Mstep: Class 27 contains 23442 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10351 members 
Mstep: Class 30 contains 38680 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7479 members 
Mstep: Class 33 contains 20837 members 
Mstep: Class 34 contains 8780 members 
Mstep: Class 35 contains 19341 members 
Mstep: Class 36 contains 727 members 
Mstep: Class 37 contains 6120 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4893 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14374 members 
Mstep: Class 44 contains 3634 members 
Mstep: Class 45 contains 4131 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130752.000000 Penalty: 97921.867188
Iteration 259Q: 49 clusters Score -8.813075e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106403 members 
Mstep: Class 3 contains 19613 members 
Mstep: Class 4 contains 36710 members 
Mstep: Class 5 contains 66731 members 
Mstep: Class 6 contains 115645 members 
Mstep: Class 7 contains 5522 members 
Mstep: Class 8 contains 14254 members 
Mstep: Class 9 contains 20262 members 
Mstep: Class 10 contains 23375 members 
Mstep: Class 11 contains 49802 members 
Mstep: Class 12 contains 4136 members 
Mstep: Class 13 contains 9912 members 
Mstep: Class 14 contains 1744 members 
Mstep: Class 15 contains 5377 members 
Mstep: Class 16 contains 40346 members 
Mstep: Class 17 contains 8396 members 
Mstep: Class 18 contains 20146 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38092 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19807 members 
Mstep: Class 23 contains 13097 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2135 members 
Mstep: Class 26 contains 3390 members 
Mstep: Class 27 contains 23443 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10351 members 
Mstep: Class 30 contains 38684 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7479 members 
Mstep: Class 33 contains 20841 members 
Mstep: Class 34 contains 8781 members 
Mstep: Class 35 contains 19341 members 
Mstep: Class 36 contains 727 members 
Mstep: Class 37 contains 6120 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4893 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14374 members 
Mstep: Class 44 contains 3634 members 
Mstep: Class 45 contains 4131 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130736.000000 Penalty: 97921.867188
Iteration 260F: 49 clusters Score -8.813074e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106400 members 
Mstep: Class 3 contains 19613 members 
Mstep: Class 4 contains 36711 members 
Mstep: Class 5 contains 66732 members 
Mstep: Class 6 contains 115647 members 
Mstep: Class 7 contains 5522 members 
Mstep: Class 8 contains 14247 members 
Mstep: Class 9 contains 20264 members 
Mstep: Class 10 contains 23383 members 
Mstep: Class 11 contains 49802 members 
Mstep: Class 12 contains 4136 members 
Mstep: Class 13 contains 9912 members 
Mstep: Class 14 contains 1744 members 
Mstep: Class 15 contains 5377 members 
Mstep: Class 16 contains 40343 members 
Mstep: Class 17 contains 8396 members 
Mstep: Class 18 contains 20144 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38092 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19803 members 
Mstep: Class 23 contains 13097 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2135 members 
Mstep: Class 26 contains 3390 members 
Mstep: Class 27 contains 23444 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10352 members 
Mstep: Class 30 contains 38685 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7479 members 
Mstep: Class 33 contains 20844 members 
Mstep: Class 34 contains 8782 members 
Mstep: Class 35 contains 19339 members 
Mstep: Class 36 contains 727 members 
Mstep: Class 37 contains 6120 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4893 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14374 members 
Mstep: Class 44 contains 3634 members 
Mstep: Class 45 contains 4131 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130744.000000 Penalty: 97921.867188
Iteration 261Q: 49 clusters Score -8.813074e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106400 members 
Mstep: Class 3 contains 19613 members 
Mstep: Class 4 contains 36710 members 
Mstep: Class 5 contains 66731 members 
Mstep: Class 6 contains 115653 members 
Mstep: Class 7 contains 5522 members 
Mstep: Class 8 contains 14238 members 
Mstep: Class 9 contains 20265 members 
Mstep: Class 10 contains 23390 members 
Mstep: Class 11 contains 49803 members 
Mstep: Class 12 contains 4135 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 1745 members 
Mstep: Class 15 contains 5377 members 
Mstep: Class 16 contains 40338 members 
Mstep: Class 17 contains 8396 members 
Mstep: Class 18 contains 20147 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38092 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19799 members 
Mstep: Class 23 contains 13097 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2135 members 
Mstep: Class 26 contains 3390 members 
Mstep: Class 27 contains 23443 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10353 members 
Mstep: Class 30 contains 38688 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7479 members 
Mstep: Class 33 contains 20846 members 
Mstep: Class 34 contains 8782 members 
Mstep: Class 35 contains 19337 members 
Mstep: Class 36 contains 727 members 
Mstep: Class 37 contains 6121 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4892 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14374 members 
Mstep: Class 44 contains 3634 members 
Mstep: Class 45 contains 4131 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130808.000000 Penalty: 97921.867188
Iteration 262Q: 49 clusters Score -8.813081e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106398 members 
Mstep: Class 3 contains 19613 members 
Mstep: Class 4 contains 36712 members 
Mstep: Class 5 contains 66730 members 
Mstep: Class 6 contains 115653 members 
Mstep: Class 7 contains 5522 members 
Mstep: Class 8 contains 14231 members 
Mstep: Class 9 contains 20266 members 
Mstep: Class 10 contains 23396 members 
Mstep: Class 11 contains 49803 members 
Mstep: Class 12 contains 4134 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 1745 members 
Mstep: Class 15 contains 5377 members 
Mstep: Class 16 contains 40339 members 
Mstep: Class 17 contains 8396 members 
Mstep: Class 18 contains 20148 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38090 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19798 members 
Mstep: Class 23 contains 13097 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2135 members 
Mstep: Class 26 contains 3390 members 
Mstep: Class 27 contains 23443 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10352 members 
Mstep: Class 30 contains 38690 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7479 members 
Mstep: Class 33 contains 20849 members 
Mstep: Class 34 contains 8782 members 
Mstep: Class 35 contains 19337 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6121 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4892 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14374 members 
Mstep: Class 44 contains 3634 members 
Mstep: Class 45 contains 4131 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130800.000000 Penalty: 97921.867188
Iteration 263Q: 49 clusters Score -8.81308e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106396 members 
Mstep: Class 3 contains 19614 members 
Mstep: Class 4 contains 36712 members 
Mstep: Class 5 contains 66731 members 
Mstep: Class 6 contains 115657 members 
Mstep: Class 7 contains 5522 members 
Mstep: Class 8 contains 14228 members 
Mstep: Class 9 contains 20265 members 
Mstep: Class 10 contains 23401 members 
Mstep: Class 11 contains 49804 members 
Mstep: Class 12 contains 4134 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 1745 members 
Mstep: Class 15 contains 5377 members 
Mstep: Class 16 contains 40338 members 
Mstep: Class 17 contains 8397 members 
Mstep: Class 18 contains 20142 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38088 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19796 members 
Mstep: Class 23 contains 13097 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2134 members 
Mstep: Class 26 contains 3390 members 
Mstep: Class 27 contains 23444 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10352 members 
Mstep: Class 30 contains 38691 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7479 members 
Mstep: Class 33 contains 20853 members 
Mstep: Class 34 contains 8782 members 
Mstep: Class 35 contains 19338 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6121 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4891 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14373 members 
Mstep: Class 44 contains 3634 members 
Mstep: Class 45 contains 4131 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130768.000000 Penalty: 97921.867188
Iteration 264Q: 49 clusters Score -8.813077e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106392 members 
Mstep: Class 3 contains 19615 members 
Mstep: Class 4 contains 36709 members 
Mstep: Class 5 contains 66734 members 
Mstep: Class 6 contains 115657 members 
Mstep: Class 7 contains 5523 members 
Mstep: Class 8 contains 14219 members 
Mstep: Class 9 contains 20266 members 
Mstep: Class 10 contains 23409 members 
Mstep: Class 11 contains 49804 members 
Mstep: Class 12 contains 4134 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 1745 members 
Mstep: Class 15 contains 5377 members 
Mstep: Class 16 contains 40335 members 
Mstep: Class 17 contains 8398 members 
Mstep: Class 18 contains 20139 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38087 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19791 members 
Mstep: Class 23 contains 13097 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2134 members 
Mstep: Class 26 contains 3390 members 
Mstep: Class 27 contains 23448 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10351 members 
Mstep: Class 30 contains 38691 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7480 members 
Mstep: Class 33 contains 20860 members 
Mstep: Class 34 contains 8782 members 
Mstep: Class 35 contains 19339 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6121 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4892 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14373 members 
Mstep: Class 44 contains 3634 members 
Mstep: Class 45 contains 4131 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130808.000000 Penalty: 97921.867188
Iteration 265Q: 49 clusters Score -8.813081e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106391 members 
Mstep: Class 3 contains 19613 members 
Mstep: Class 4 contains 36708 members 
Mstep: Class 5 contains 66735 members 
Mstep: Class 6 contains 115654 members 
Mstep: Class 7 contains 5524 members 
Mstep: Class 8 contains 14210 members 
Mstep: Class 9 contains 20267 members 
Mstep: Class 10 contains 23418 members 
Mstep: Class 11 contains 49804 members 
Mstep: Class 12 contains 4134 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 1745 members 
Mstep: Class 15 contains 5377 members 
Mstep: Class 16 contains 40332 members 
Mstep: Class 17 contains 8399 members 
Mstep: Class 18 contains 20139 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38086 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19790 members 
Mstep: Class 23 contains 13097 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2135 members 
Mstep: Class 26 contains 3391 members 
Mstep: Class 27 contains 23448 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10351 members 
Mstep: Class 30 contains 38693 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7481 members 
Mstep: Class 33 contains 20864 members 
Mstep: Class 34 contains 8782 members 
Mstep: Class 35 contains 19339 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6121 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4892 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14373 members 
Mstep: Class 44 contains 3633 members 
Mstep: Class 45 contains 4131 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130792.000000 Penalty: 97921.867188
Iteration 266Q: 49 clusters Score -8.813079e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106389 members 
Mstep: Class 3 contains 19612 members 
Mstep: Class 4 contains 36706 members 
Mstep: Class 5 contains 66735 members 
Mstep: Class 6 contains 115655 members 
Mstep: Class 7 contains 5525 members 
Mstep: Class 8 contains 14206 members 
Mstep: Class 9 contains 20268 members 
Mstep: Class 10 contains 23430 members 
Mstep: Class 11 contains 49804 members 
Mstep: Class 12 contains 4134 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 1745 members 
Mstep: Class 15 contains 5377 members 
Mstep: Class 16 contains 40331 members 
Mstep: Class 17 contains 8399 members 
Mstep: Class 18 contains 20137 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38084 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19783 members 
Mstep: Class 23 contains 13097 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2136 members 
Mstep: Class 26 contains 3391 members 
Mstep: Class 27 contains 23448 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10349 members 
Mstep: Class 30 contains 38697 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7483 members 
Mstep: Class 33 contains 20867 members 
Mstep: Class 34 contains 8782 members 
Mstep: Class 35 contains 19337 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6121 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4892 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14373 members 
Mstep: Class 44 contains 3633 members 
Mstep: Class 45 contains 4131 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130792.000000 Penalty: 97921.867188
Iteration 267Q: 49 clusters Score -8.813079e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106387 members 
Mstep: Class 3 contains 19611 members 
Mstep: Class 4 contains 36703 members 
Mstep: Class 5 contains 66734 members 
Mstep: Class 6 contains 115660 members 
Mstep: Class 7 contains 5524 members 
Mstep: Class 8 contains 14196 members 
Mstep: Class 9 contains 20267 members 
Mstep: Class 10 contains 23438 members 
Mstep: Class 11 contains 49804 members 
Mstep: Class 12 contains 4134 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 1745 members 
Mstep: Class 15 contains 5377 members 
Mstep: Class 16 contains 40334 members 
Mstep: Class 17 contains 8399 members 
Mstep: Class 18 contains 20134 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38082 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19784 members 
Mstep: Class 23 contains 13097 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2137 members 
Mstep: Class 26 contains 3391 members 
Mstep: Class 27 contains 23446 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10347 members 
Mstep: Class 30 contains 38698 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7485 members 
Mstep: Class 33 contains 20872 members 
Mstep: Class 34 contains 8783 members 
Mstep: Class 35 contains 19336 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6121 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4892 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14374 members 
Mstep: Class 44 contains 3634 members 
Mstep: Class 45 contains 4131 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130776.000000 Penalty: 97921.867188
Iteration 268Q: 49 clusters Score -8.813078e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106387 members 
Mstep: Class 3 contains 19612 members 
Mstep: Class 4 contains 36703 members 
Mstep: Class 5 contains 66732 members 
Mstep: Class 6 contains 115664 members 
Mstep: Class 7 contains 5524 members 
Mstep: Class 8 contains 14188 members 
Mstep: Class 9 contains 20267 members 
Mstep: Class 10 contains 23448 members 
Mstep: Class 11 contains 49805 members 
Mstep: Class 12 contains 4134 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 1745 members 
Mstep: Class 15 contains 5377 members 
Mstep: Class 16 contains 40330 members 
Mstep: Class 17 contains 8399 members 
Mstep: Class 18 contains 20134 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38080 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19785 members 
Mstep: Class 23 contains 13097 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2136 members 
Mstep: Class 26 contains 3391 members 
Mstep: Class 27 contains 23446 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10347 members 
Mstep: Class 30 contains 38698 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7486 members 
Mstep: Class 33 contains 20874 members 
Mstep: Class 34 contains 8783 members 
Mstep: Class 35 contains 19335 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6120 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4892 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14374 members 
Mstep: Class 44 contains 3634 members 
Mstep: Class 45 contains 4130 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130752.000000 Penalty: 97921.867188
Iteration 269Q: 49 clusters Score -8.813075e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106386 members 
Mstep: Class 3 contains 19612 members 
Mstep: Class 4 contains 36703 members 
Mstep: Class 5 contains 66730 members 
Mstep: Class 6 contains 115669 members 
Mstep: Class 7 contains 5524 members 
Mstep: Class 8 contains 14180 members 
Mstep: Class 9 contains 20264 members 
Mstep: Class 10 contains 23453 members 
Mstep: Class 11 contains 49805 members 
Mstep: Class 12 contains 4134 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 1745 members 
Mstep: Class 15 contains 5377 members 
Mstep: Class 16 contains 40328 members 
Mstep: Class 17 contains 8399 members 
Mstep: Class 18 contains 20135 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38079 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19784 members 
Mstep: Class 23 contains 13097 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2136 members 
Mstep: Class 26 contains 3391 members 
Mstep: Class 27 contains 23446 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10347 members 
Mstep: Class 30 contains 38699 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7487 members 
Mstep: Class 33 contains 20879 members 
Mstep: Class 34 contains 8783 members 
Mstep: Class 35 contains 19335 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6120 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4892 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14374 members 
Mstep: Class 44 contains 3634 members 
Mstep: Class 45 contains 4130 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130736.000000 Penalty: 97921.867188
Iteration 270Q: 49 clusters Score -8.813074e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106385 members 
Mstep: Class 3 contains 19613 members 
Mstep: Class 4 contains 36704 members 
Mstep: Class 5 contains 66732 members 
Mstep: Class 6 contains 115672 members 
Mstep: Class 7 contains 5525 members 
Mstep: Class 8 contains 14175 members 
Mstep: Class 9 contains 20264 members 
Mstep: Class 10 contains 23459 members 
Mstep: Class 11 contains 49804 members 
Mstep: Class 12 contains 4134 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 1745 members 
Mstep: Class 15 contains 5377 members 
Mstep: Class 16 contains 40328 members 
Mstep: Class 17 contains 8399 members 
Mstep: Class 18 contains 20131 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38079 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19781 members 
Mstep: Class 23 contains 13097 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2135 members 
Mstep: Class 26 contains 3391 members 
Mstep: Class 27 contains 23445 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10347 members 
Mstep: Class 30 contains 38702 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7487 members 
Mstep: Class 33 contains 20879 members 
Mstep: Class 34 contains 8783 members 
Mstep: Class 35 contains 19334 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6120 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4892 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14374 members 
Mstep: Class 44 contains 3634 members 
Mstep: Class 45 contains 4130 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130776.000000 Penalty: 97921.867188
Iteration 271Q: 49 clusters Score -8.813078e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106383 members 
Mstep: Class 3 contains 19613 members 
Mstep: Class 4 contains 36705 members 
Mstep: Class 5 contains 66731 members 
Mstep: Class 6 contains 115672 members 
Mstep: Class 7 contains 5526 members 
Mstep: Class 8 contains 14167 members 
Mstep: Class 9 contains 20264 members 
Mstep: Class 10 contains 23466 members 
Mstep: Class 11 contains 49804 members 
Mstep: Class 12 contains 4134 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 1745 members 
Mstep: Class 15 contains 5377 members 
Mstep: Class 16 contains 40327 members 
Mstep: Class 17 contains 8399 members 
Mstep: Class 18 contains 20132 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38079 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19778 members 
Mstep: Class 23 contains 13097 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2134 members 
Mstep: Class 26 contains 3391 members 
Mstep: Class 27 contains 23445 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10347 members 
Mstep: Class 30 contains 38706 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7487 members 
Mstep: Class 33 contains 20882 members 
Mstep: Class 34 contains 8783 members 
Mstep: Class 35 contains 19333 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6120 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4892 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14374 members 
Mstep: Class 44 contains 3634 members 
Mstep: Class 45 contains 4130 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130688.000000 Penalty: 97921.867188
Iteration 272Q: 49 clusters Score -8.813069e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106381 members 
Mstep: Class 3 contains 19613 members 
Mstep: Class 4 contains 36706 members 
Mstep: Class 5 contains 66730 members 
Mstep: Class 6 contains 115670 members 
Mstep: Class 7 contains 5525 members 
Mstep: Class 8 contains 14160 members 
Mstep: Class 9 contains 20268 members 
Mstep: Class 10 contains 23471 members 
Mstep: Class 11 contains 49804 members 
Mstep: Class 12 contains 4134 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 1745 members 
Mstep: Class 15 contains 5377 members 
Mstep: Class 16 contains 40327 members 
Mstep: Class 17 contains 8399 members 
Mstep: Class 18 contains 20130 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38078 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19780 members 
Mstep: Class 23 contains 13096 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2134 members 
Mstep: Class 26 contains 3391 members 
Mstep: Class 27 contains 23445 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10347 members 
Mstep: Class 30 contains 38707 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7487 members 
Mstep: Class 33 contains 20885 members 
Mstep: Class 34 contains 8783 members 
Mstep: Class 35 contains 19335 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6119 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4892 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14374 members 
Mstep: Class 44 contains 3634 members 
Mstep: Class 45 contains 4130 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130752.000000 Penalty: 97921.867188
Iteration 273Q: 49 clusters Score -8.813075e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106378 members 
Mstep: Class 3 contains 19612 members 
Mstep: Class 4 contains 36705 members 
Mstep: Class 5 contains 66729 members 
Mstep: Class 6 contains 115671 members 
Mstep: Class 7 contains 5525 members 
Mstep: Class 8 contains 14157 members 
Mstep: Class 9 contains 20271 members 
Mstep: Class 10 contains 23474 members 
Mstep: Class 11 contains 49804 members 
Mstep: Class 12 contains 4134 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 1745 members 
Mstep: Class 15 contains 5377 members 
Mstep: Class 16 contains 40326 members 
Mstep: Class 17 contains 8399 members 
Mstep: Class 18 contains 20130 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38077 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19780 members 
Mstep: Class 23 contains 13096 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2134 members 
Mstep: Class 26 contains 3391 members 
Mstep: Class 27 contains 23445 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10345 members 
Mstep: Class 30 contains 38709 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7487 members 
Mstep: Class 33 contains 20888 members 
Mstep: Class 34 contains 8783 members 
Mstep: Class 35 contains 19335 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6119 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4892 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14374 members 
Mstep: Class 44 contains 3635 members 
Mstep: Class 45 contains 4130 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130752.000000 Penalty: 97921.867188
Iteration 274Q: 49 clusters Score -8.813075e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106377 members 
Mstep: Class 3 contains 19612 members 
Mstep: Class 4 contains 36703 members 
Mstep: Class 5 contains 66729 members 
Mstep: Class 6 contains 115674 members 
Mstep: Class 7 contains 5525 members 
Mstep: Class 8 contains 14152 members 
Mstep: Class 9 contains 20271 members 
Mstep: Class 10 contains 23480 members 
Mstep: Class 11 contains 49804 members 
Mstep: Class 12 contains 4134 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 1745 members 
Mstep: Class 15 contains 5377 members 
Mstep: Class 16 contains 40327 members 
Mstep: Class 17 contains 8399 members 
Mstep: Class 18 contains 20131 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38078 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19774 members 
Mstep: Class 23 contains 13096 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2134 members 
Mstep: Class 26 contains 3391 members 
Mstep: Class 27 contains 23446 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10344 members 
Mstep: Class 30 contains 38709 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7487 members 
Mstep: Class 33 contains 20892 members 
Mstep: Class 34 contains 8783 members 
Mstep: Class 35 contains 19332 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6119 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4892 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14374 members 
Mstep: Class 44 contains 3636 members 
Mstep: Class 45 contains 4130 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130736.000000 Penalty: 97921.867188
Iteration 275Q: 49 clusters Score -8.813074e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106374 members 
Mstep: Class 3 contains 19612 members 
Mstep: Class 4 contains 36700 members 
Mstep: Class 5 contains 66728 members 
Mstep: Class 6 contains 115678 members 
Mstep: Class 7 contains 5525 members 
Mstep: Class 8 contains 14150 members 
Mstep: Class 9 contains 20271 members 
Mstep: Class 10 contains 23481 members 
Mstep: Class 11 contains 49805 members 
Mstep: Class 12 contains 4134 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 1745 members 
Mstep: Class 15 contains 5377 members 
Mstep: Class 16 contains 40326 members 
Mstep: Class 17 contains 8399 members 
Mstep: Class 18 contains 20131 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38078 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19773 members 
Mstep: Class 23 contains 13096 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2134 members 
Mstep: Class 26 contains 3391 members 
Mstep: Class 27 contains 23448 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10343 members 
Mstep: Class 30 contains 38710 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7487 members 
Mstep: Class 33 contains 20897 members 
Mstep: Class 34 contains 8783 members 
Mstep: Class 35 contains 19330 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6119 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4892 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14374 members 
Mstep: Class 44 contains 3636 members 
Mstep: Class 45 contains 4130 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130736.000000 Penalty: 97921.867188
Iteration 276Q: 49 clusters Score -8.813074e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106373 members 
Mstep: Class 3 contains 19612 members 
Mstep: Class 4 contains 36700 members 
Mstep: Class 5 contains 66728 members 
Mstep: Class 6 contains 115677 members 
Mstep: Class 7 contains 5525 members 
Mstep: Class 8 contains 14150 members 
Mstep: Class 9 contains 20270 members 
Mstep: Class 10 contains 23484 members 
Mstep: Class 11 contains 49806 members 
Mstep: Class 12 contains 4135 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 1745 members 
Mstep: Class 15 contains 5377 members 
Mstep: Class 16 contains 40323 members 
Mstep: Class 17 contains 8399 members 
Mstep: Class 18 contains 20130 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38078 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19769 members 
Mstep: Class 23 contains 13096 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2134 members 
Mstep: Class 26 contains 3391 members 
Mstep: Class 27 contains 23450 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10343 members 
Mstep: Class 30 contains 38711 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7487 members 
Mstep: Class 33 contains 20901 members 
Mstep: Class 34 contains 8783 members 
Mstep: Class 35 contains 19328 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6119 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4892 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14374 members 
Mstep: Class 44 contains 3637 members 
Mstep: Class 45 contains 4130 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130744.000000 Penalty: 97921.867188
Iteration 277Q: 49 clusters Score -8.813074e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106372 members 
Mstep: Class 3 contains 19612 members 
Mstep: Class 4 contains 36700 members 
Mstep: Class 5 contains 66729 members 
Mstep: Class 6 contains 115678 members 
Mstep: Class 7 contains 5525 members 
Mstep: Class 8 contains 14148 members 
Mstep: Class 9 contains 20270 members 
Mstep: Class 10 contains 23487 members 
Mstep: Class 11 contains 49806 members 
Mstep: Class 12 contains 4135 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 1745 members 
Mstep: Class 15 contains 5377 members 
Mstep: Class 16 contains 40322 members 
Mstep: Class 17 contains 8399 members 
Mstep: Class 18 contains 20134 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38079 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19766 members 
Mstep: Class 23 contains 13096 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2134 members 
Mstep: Class 26 contains 3391 members 
Mstep: Class 27 contains 23450 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10343 members 
Mstep: Class 30 contains 38712 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7487 members 
Mstep: Class 33 contains 20903 members 
Mstep: Class 34 contains 8783 members 
Mstep: Class 35 contains 19322 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6119 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4892 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14374 members 
Mstep: Class 44 contains 3637 members 
Mstep: Class 45 contains 4130 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130752.000000 Penalty: 97921.867188
Iteration 278Q: 49 clusters Score -8.813075e+07 nChanged 13
Entering ConstructFrom: 
Score: -88130752.000000 Penalty: 97921.867188
Entering ConstructFrom: 
Trying to split cluster 1 (11490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Entering Unmasked Estep 
Score: -1208522.750000 Penalty: 1391.165894
	Iteration 0F: 2 clusters Score -1208523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1200875.000000 Penalty: 2782.331787
	Iteration 0F: 3 clusters Score -1200875 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1203372.000000 Penalty: 2782.331787
	Iteration 1F: 3 clusters Score -1203372 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1203724.625000 Penalty: 2782.331787
	Iteration 2F: 3 clusters Score -1203725 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1204020.500000 Penalty: 2782.331787
	Iteration 3F: 3 clusters Score -1204020 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1204271.250000 Penalty: 2782.331787
	Iteration 4Q: 3 clusters Score -1204271 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1204520.500000 Penalty: 2782.331787
	Iteration 5Q: 3 clusters Score -1204520 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1204781.500000 Penalty: 2782.331787
	Iteration 6Q: 3 clusters Score -1204782 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1205091.125000 Penalty: 2782.331787
	Iteration 7Q: 3 clusters Score -1205091 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1205423.875000 Penalty: 2782.331787
	Iteration 8Q: 3 clusters Score -1205424 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1205777.000000 Penalty: 2782.331787
	Iteration 9Q: 3 clusters Score -1205777 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1206140.750000 Penalty: 2782.331787
	Iteration 10Q: 3 clusters Score -1206141 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1206429.625000 Penalty: 2782.331787
	Iteration 11Q: 3 clusters Score -1206430 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1206670.250000 Penalty: 2782.331787
	Iteration 12Q: 3 clusters Score -1206670 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1206849.000000 Penalty: 2782.331787
	Iteration 13Q: 3 clusters Score -1206849 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -1206990.375000 Penalty: 2782.331787
	Iteration 14Q: 3 clusters Score -1206990 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1207102.625000 Penalty: 2782.331787
	Iteration 15Q: 3 clusters Score -1207103 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1207173.625000 Penalty: 2782.331787
	Iteration 16Q: 3 clusters Score -1207174 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -1207233.375000 Penalty: 2782.331787
	Iteration 17Q: 3 clusters Score -1207233 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1207274.250000 Penalty: 2782.331787
	Iteration 18Q: 3 clusters Score -1207274 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1207316.500000 Penalty: 2782.331787
	Iteration 19Q: 3 clusters Score -1207316 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1207356.250000 Penalty: 2782.331787
	Iteration 20F: 3 clusters Score -1207356 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -1207387.500000 Penalty: 2782.331787
	Iteration 21Q: 3 clusters Score -1207388 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1207402.125000 Penalty: 2782.331787
	Iteration 22Q: 3 clusters Score -1207402 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -1207418.000000 Penalty: 2782.331787
	Iteration 23Q: 3 clusters Score -1207418 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1207432.250000 Penalty: 2782.331787
	Iteration 24Q: 3 clusters Score -1207432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1207438.500000 Penalty: 2782.331787
	Iteration 25Q: 3 clusters Score -1207438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1207441.500000 Penalty: 2782.331787
	Iteration 26Q: 3 clusters Score -1207442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1207445.625000 Penalty: 2782.331787
	Iteration 27Q: 3 clusters Score -1207446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1207450.875000 Penalty: 2782.331787
	Iteration 28Q: 3 clusters Score -1207451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1207451.000000 Penalty: 2782.331787
	Iteration 29Q: 3 clusters Score -1207451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1207455.875000 Penalty: 2782.331787
	Iteration 30Q: 3 clusters Score -1207456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1207467.875000 Penalty: 2782.331787
	Iteration 31Q: 3 clusters Score -1207468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1207477.625000 Penalty: 2782.331787
	Iteration 32Q: 3 clusters Score -1207478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1207486.625000 Penalty: 2782.331787
	Iteration 33Q: 3 clusters Score -1207487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1207497.625000 Penalty: 2782.331787
	Iteration 34Q: 3 clusters Score -1207498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1207507.875000 Penalty: 2782.331787
	Iteration 35Q: 3 clusters Score -1207508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -1207515.000000 Penalty: 2782.331787
	Iteration 36Q: 3 clusters Score -1207515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1207519.375000 Penalty: 2782.331787
	Iteration 37Q: 3 clusters Score -1207519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -1207519.875000 Penalty: 2782.331787
	Iteration 38Q: 3 clusters Score -1207520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1207521.750000 Penalty: 2782.331787
	Iteration 39Q: 3 clusters Score -1207522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1207521.750000 Penalty: 2782.331787
	Iteration 40F: 3 clusters Score -1207522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (106370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106370 members 
Entering Unmasked Estep 
Score: -10763593.000000 Penalty: 1722.312134
	Iteration 0F: 2 clusters Score -1.076359e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52951 members 
Mstep: Class 2 contains 53419 members 
Entering Unmasked Estep 
Score: -10693572.000000 Penalty: 3444.624268
	Iteration 0F: 3 clusters Score -1.069357e+07 nChanged 50362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50557 members 
Mstep: Class 2 contains 55813 members 
Entering Unmasked Estep 
Score: -10722467.000000 Penalty: 3444.624268
	Iteration 1F: 3 clusters Score -1.072247e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49047 members 
Mstep: Class 2 contains 57323 members 
Entering Unmasked Estep 
Score: -10723267.000000 Penalty: 3444.624268
	Iteration 2Q: 3 clusters Score -1.072327e+07 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46693 members 
Mstep: Class 2 contains 59677 members 
Entering Unmasked Estep 
Score: -10724504.000000 Penalty: 3444.624268
	Iteration 3Q: 3 clusters Score -1.07245e+07 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43151 members 
Mstep: Class 2 contains 63219 members 
Entering Unmasked Estep 
Score: -10726532.000000 Penalty: 3444.624268
	Iteration 4Q: 3 clusters Score -1.072653e+07 nChanged 5882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37947 members 
Mstep: Class 2 contains 68423 members 
Entering Unmasked Estep 
Score: -10729870.000000 Penalty: 3444.624268
	Iteration 5F: 3 clusters Score -1.072987e+07 nChanged 7500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30891 members 
Mstep: Class 2 contains 75479 members 
Entering Unmasked Estep 
Score: -10735300.000000 Penalty: 3444.624268
	Iteration 6F: 3 clusters Score -1.07353e+07 nChanged 8522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 83671 members 
Entering Unmasked Estep 
Score: -10742554.000000 Penalty: 3444.624268
	Iteration 7F: 3 clusters Score -1.074255e+07 nChanged 7988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 91451 members 
Entering Unmasked Estep 
Score: -10749760.000000 Penalty: 3444.624268
	Iteration 8F: 3 clusters Score -1.074976e+07 nChanged 5996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 97371 members 
Entering Unmasked Estep 
Score: -10755221.000000 Penalty: 3444.624268
	Iteration 9F: 3 clusters Score -1.075522e+07 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 101175 members 
Entering Unmasked Estep 
Score: -10758605.000000 Penalty: 3444.624268
	Iteration 10Q: 3 clusters Score -1.07586e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 103331 members 
Entering Unmasked Estep 
Score: -10760249.000000 Penalty: 3444.624268
	Iteration 11Q: 3 clusters Score -1.076025e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 104458 members 
Entering Unmasked Estep 
Score: -10761101.000000 Penalty: 3444.624268
	Iteration 12Q: 3 clusters Score -1.07611e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 105074 members 
Entering Unmasked Estep 
Score: -10761569.000000 Penalty: 3444.624268
	Iteration 13Q: 3 clusters Score -1.076157e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 105409 members 
Entering Unmasked Estep 
Score: -10761855.000000 Penalty: 3444.624268
	Iteration 14Q: 3 clusters Score -1.076186e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 105587 members 
Entering Unmasked Estep 
Score: -10762030.000000 Penalty: 3444.624268
	Iteration 15Q: 3 clusters Score -1.076203e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 105681 members 
Entering Unmasked Estep 
Score: -10762115.000000 Penalty: 3444.624268
	Iteration 16Q: 3 clusters Score -1.076212e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 105741 members 
Entering Unmasked Estep 
Score: -10762169.000000 Penalty: 3444.624268
	Iteration 17Q: 3 clusters Score -1.076217e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 105786 members 
Entering Unmasked Estep 
Score: -10762223.000000 Penalty: 3444.624268
	Iteration 18Q: 3 clusters Score -1.076222e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 105812 members 
Entering Unmasked Estep 
Score: -10762222.000000 Penalty: 3444.624268
	Iteration 19Q: 3 clusters Score -1.076222e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 105829 members 
Entering Unmasked Estep 
Score: -10762246.000000 Penalty: 3444.624268
	Iteration 20F: 3 clusters Score -1.076225e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 105841 members 
Entering Unmasked Estep 
Score: -10762259.000000 Penalty: 3444.624268
	Iteration 21Q: 3 clusters Score -1.076226e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 105855 members 
Entering Unmasked Estep 
Score: -10762266.000000 Penalty: 3444.624268
	Iteration 22Q: 3 clusters Score -1.076227e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 105864 members 
Entering Unmasked Estep 
Score: -10762291.000000 Penalty: 3444.624268
	Iteration 23Q: 3 clusters Score -1.076229e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 105872 members 
Entering Unmasked Estep 
Score: -10762304.000000 Penalty: 3444.624268
	Iteration 24Q: 3 clusters Score -1.07623e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 105877 members 
Entering Unmasked Estep 
Score: -10762313.000000 Penalty: 3444.624268
	Iteration 25Q: 3 clusters Score -1.076231e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 105879 members 
Entering Unmasked Estep 
Score: -10762310.000000 Penalty: 3444.624268
	Iteration 26Q: 3 clusters Score -1.076231e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 105880 members 
Entering Unmasked Estep 
Score: -10762316.000000 Penalty: 3444.624268
	Iteration 27Q: 3 clusters Score -1.076232e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 105879 members 
Entering Unmasked Estep 
Score: -10762304.000000 Penalty: 3444.624268
	Iteration 28Q: 3 clusters Score -1.07623e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 105880 members 
Entering Unmasked Estep 
Score: -10762307.000000 Penalty: 3444.624268
	Iteration 29Q: 3 clusters Score -1.076231e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 105880 members 
Entering Unmasked Estep 
Score: -10762312.000000 Penalty: 3444.624268
	Iteration 30Q: 3 clusters Score -1.076231e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 105884 members 
Entering Unmasked Estep 
Score: -10762313.000000 Penalty: 3444.624268
	Iteration 31Q: 3 clusters Score -1.076231e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 105887 members 
Entering Unmasked Estep 
Score: -10762316.000000 Penalty: 3444.624268
	Iteration 32Q: 3 clusters Score -1.076232e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 105888 members 
Entering Unmasked Estep 
Score: -10762309.000000 Penalty: 3444.624268
	Iteration 33Q: 3 clusters Score -1.076231e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 105888 members 
Entering Unmasked Estep 
Score: -10762309.000000 Penalty: 3444.624268
	Iteration 34F: 3 clusters Score -1.076231e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Entering Unmasked Estep 
Score: -2039145.000000 Penalty: 1470.723877
	Iteration 0F: 2 clusters Score -2039145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -2026321.875000 Penalty: 2941.447754
	Iteration 0F: 3 clusters Score -2026322 nChanged 8603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -2030842.250000 Penalty: 2941.447754
	Iteration 1F: 3 clusters Score -2030842 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -2031297.000000 Penalty: 2941.447754
	Iteration 2F: 3 clusters Score -2031297 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -2031678.625000 Penalty: 2941.447754
	Iteration 3Q: 3 clusters Score -2031679 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -2032023.875000 Penalty: 2941.447754
	Iteration 4Q: 3 clusters Score -2032024 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -2032352.375000 Penalty: 2941.447754
	Iteration 5Q: 3 clusters Score -2032352 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -2032705.750000 Penalty: 2941.447754
	Iteration 6Q: 3 clusters Score -2032706 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -2033113.625000 Penalty: 2941.447754
	Iteration 7Q: 3 clusters Score -2033114 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -2033619.125000 Penalty: 2941.447754
	Iteration 8Q: 3 clusters Score -2033619 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -2034226.125000 Penalty: 2941.447754
	Iteration 9Q: 3 clusters Score -2034226 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -2034852.875000 Penalty: 2941.447754
	Iteration 10Q: 3 clusters Score -2034853 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -2035447.375000 Penalty: 2941.447754
	Iteration 11Q: 3 clusters Score -2035447 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -2035955.250000 Penalty: 2941.447754
	Iteration 12Q: 3 clusters Score -2035955 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -2036324.500000 Penalty: 2941.447754
	Iteration 13Q: 3 clusters Score -2036324 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -2036615.750000 Penalty: 2941.447754
	Iteration 14Q: 3 clusters Score -2036616 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -2036813.000000 Penalty: 2941.447754
	Iteration 15Q: 3 clusters Score -2036813 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -2036935.125000 Penalty: 2941.447754
	Iteration 16Q: 3 clusters Score -2036935 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -2037036.875000 Penalty: 2941.447754
	Iteration 17Q: 3 clusters Score -2037037 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -2037130.750000 Penalty: 2941.447754
	Iteration 18Q: 3 clusters Score -2037131 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -2037195.750000 Penalty: 2941.447754
	Iteration 19Q: 3 clusters Score -2037196 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -2037240.500000 Penalty: 2941.447754
	Iteration 20F: 3 clusters Score -2037240 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -2037285.375000 Penalty: 2941.447754
	Iteration 21Q: 3 clusters Score -2037285 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -2037332.875000 Penalty: 2941.447754
	Iteration 22Q: 3 clusters Score -2037333 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -2037388.000000 Penalty: 2941.447754
	Iteration 23Q: 3 clusters Score -2037388 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -2037430.250000 Penalty: 2941.447754
	Iteration 24Q: 3 clusters Score -2037430 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -2037463.375000 Penalty: 2941.447754
	Iteration 25Q: 3 clusters Score -2037463 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -2037503.375000 Penalty: 2941.447754
	Iteration 26Q: 3 clusters Score -2037503 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -2037539.000000 Penalty: 2941.447754
	Iteration 27Q: 3 clusters Score -2037539 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -2037597.500000 Penalty: 2941.447754
	Iteration 28Q: 3 clusters Score -2037598 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -2037637.875000 Penalty: 2941.447754
	Iteration 29Q: 3 clusters Score -2037638 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -2037674.625000 Penalty: 2941.447754
	Iteration 30Q: 3 clusters Score -2037675 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -2037707.625000 Penalty: 2941.447754
	Iteration 31Q: 3 clusters Score -2037708 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -2037742.375000 Penalty: 2941.447754
	Iteration 32Q: 3 clusters Score -2037742 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -2037782.875000 Penalty: 2941.447754
	Iteration 33Q: 3 clusters Score -2037783 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -2037809.125000 Penalty: 2941.447754
	Iteration 34Q: 3 clusters Score -2037809 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -2037838.500000 Penalty: 2941.447754
	Iteration 35Q: 3 clusters Score -2037838 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -2037874.125000 Penalty: 2941.447754
	Iteration 36Q: 3 clusters Score -2037874 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -2037899.500000 Penalty: 2941.447754
	Iteration 37Q: 3 clusters Score -2037900 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -2037925.375000 Penalty: 2941.447754
	Iteration 38Q: 3 clusters Score -2037925 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -2037953.000000 Penalty: 2941.447754
	Iteration 39Q: 3 clusters Score -2037953 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -2037979.125000 Penalty: 2941.447754
	Iteration 40F: 3 clusters Score -2037979 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -2038010.625000 Penalty: 2941.447754
	Iteration 41Q: 3 clusters Score -2038011 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -2038048.750000 Penalty: 2941.447754
	Iteration 42Q: 3 clusters Score -2038049 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -2038080.500000 Penalty: 2941.447754
	Iteration 43Q: 3 clusters Score -2038080 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -2038117.875000 Penalty: 2941.447754
	Iteration 44Q: 3 clusters Score -2038118 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -2038149.000000 Penalty: 2941.447754
	Iteration 45Q: 3 clusters Score -2038149 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -2038174.125000 Penalty: 2941.447754
	Iteration 46Q: 3 clusters Score -2038174 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -2038204.250000 Penalty: 2941.447754
	Iteration 47Q: 3 clusters Score -2038204 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -2038230.625000 Penalty: 2941.447754
	Iteration 48Q: 3 clusters Score -2038231 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -2038242.250000 Penalty: 2941.447754
	Iteration 49Q: 3 clusters Score -2038242 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -2038253.625000 Penalty: 2941.447754
	Iteration 50Q: 3 clusters Score -2038254 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -2038268.625000 Penalty: 2941.447754
	Iteration 51Q: 3 clusters Score -2038269 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -2038276.375000 Penalty: 2941.447754
	Iteration 52Q: 3 clusters Score -2038276 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -2038283.000000 Penalty: 2941.447754
	Iteration 53Q: 3 clusters Score -2038283 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -2038302.125000 Penalty: 2941.447754
	Iteration 54Q: 3 clusters Score -2038302 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -2038318.250000 Penalty: 2941.447754
	Iteration 55Q: 3 clusters Score -2038318 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -2038335.375000 Penalty: 2941.447754
	Iteration 56Q: 3 clusters Score -2038335 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -2038345.750000 Penalty: 2941.447754
	Iteration 57Q: 3 clusters Score -2038346 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -2038352.125000 Penalty: 2941.447754
	Iteration 58Q: 3 clusters Score -2038352 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -2038366.500000 Penalty: 2941.447754
	Iteration 59Q: 3 clusters Score -2038366 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -2038381.250000 Penalty: 2941.447754
	Iteration 60F: 3 clusters Score -2038381 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -2038391.125000 Penalty: 2941.447754
	Iteration 61Q: 3 clusters Score -2038391 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -2038396.125000 Penalty: 2941.447754
	Iteration 62Q: 3 clusters Score -2038396 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -2038404.625000 Penalty: 2941.447754
	Iteration 63Q: 3 clusters Score -2038405 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -2038411.125000 Penalty: 2941.447754
	Iteration 64Q: 3 clusters Score -2038411 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -2038413.500000 Penalty: 2941.447754
	Iteration 65Q: 3 clusters Score -2038414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -2038415.750000 Penalty: 2941.447754
	Iteration 66Q: 3 clusters Score -2038416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -2038418.250000 Penalty: 2941.447754
	Iteration 67Q: 3 clusters Score -2038418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -2038421.500000 Penalty: 2941.447754
	Iteration 68Q: 3 clusters Score -2038422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -2038423.000000 Penalty: 2941.447754
	Iteration 69Q: 3 clusters Score -2038423 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -2038425.875000 Penalty: 2941.447754
	Iteration 70Q: 3 clusters Score -2038426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -2038427.750000 Penalty: 2941.447754
	Iteration 71Q: 3 clusters Score -2038428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -2038429.750000 Penalty: 2941.447754
	Iteration 72Q: 3 clusters Score -2038430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -2038431.000000 Penalty: 2941.447754
	Iteration 73Q: 3 clusters Score -2038431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -2038430.125000 Penalty: 2941.447754
	Iteration 74Q: 3 clusters Score -2038430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -2038431.750000 Penalty: 2941.447754
	Iteration 75Q: 3 clusters Score -2038432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -2038430.375000 Penalty: 2941.447754
	Iteration 76Q: 3 clusters Score -2038430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -2038428.125000 Penalty: 2941.447754
	Iteration 77Q: 3 clusters Score -2038428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -2038430.875000 Penalty: 2941.447754
	Iteration 78Q: 3 clusters Score -2038431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -2038430.875000 Penalty: 2941.447754
	Iteration 79F: 3 clusters Score -2038431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (36700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36700 members 
Entering Unmasked Estep 
Score: -3811525.750000 Penalty: 1563.967285
	Iteration 0F: 2 clusters Score -3811526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -3787756.750000 Penalty: 3127.934570
	Iteration 0F: 3 clusters Score -3787757 nChanged 16558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -3796977.500000 Penalty: 3127.934570
	Iteration 1F: 3 clusters Score -3796978 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -3797507.750000 Penalty: 3127.934570
	Iteration 2Q: 3 clusters Score -3797508 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -3798023.500000 Penalty: 3127.934570
	Iteration 3Q: 3 clusters Score -3798024 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -3798521.750000 Penalty: 3127.934570
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -3799092 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -3799826 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -3801730 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -3802723.000000 Penalty: 3127.934570
	Iteration 9Q: 3 clusters Score -3802723 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -3803724 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -3804652 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -3805544 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -3806321 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -3807068 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -3807647 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -3808144.250000 Penalty: 3127.934570
	Iteration 16Q: 3 clusters Score -3808144 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 24563 members 
Entering Unmasked Estep 
Score: -3808518.500000 Penalty: 3127.934570
	Iteration 17Q: 3 clusters Score -3808518 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 25028 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -3808792 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -3809042 nChanged 560
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 25812 members 
Entering Unmasked Estep 
Score: -3809242.500000 Penalty: 3127.934570
	Iteration 20F: 3 clusters Score -3809242 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 26154 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -3809442 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 26482 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -3809595 nChanged 420
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -3809720.750000 Penalty: 3127.934570
	Iteration 23Q: 3 clusters Score -3809721 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 27064 members 
Entering Unmasked Estep 
Score: -3809825.500000 Penalty: 3127.934570
	Iteration 24Q: 3 clusters Score -3809826 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 27296 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -3809898 nChanged 238
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 27504 members 
Entering Unmasked Estep 
Score: -3809936.000000 Penalty: 3127.934570
	Iteration 26Q: 3 clusters Score -3809936 nChanged 206
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 27692 members 
Entering Unmasked Estep 
Score: -3809981.500000 Penalty: 3127.934570
	Iteration 27Q: 3 clusters Score -3809982 nChanged 199
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 27879 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -3810039 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 28024 members 
Entering Unmasked Estep 
Score: -3810056.750000 Penalty: 3127.934570
	Iteration 29Q: 3 clusters Score -3810057 nChanged 146
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 28162 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -3810088 nChanged 124
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 28284 members 
Entering Unmasked Estep 
Score: -3810094.250000 Penalty: 3127.934570
	Iteration 31Q: 3 clusters Score -3810094 nChanged 119
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 28397 members 
Entering Unmasked Estep 
Score: -3810110.750000 Penalty: 3127.934570
	Iteration 32Q: 3 clusters Score -3810111 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -3810127.250000 Penalty: 3127.934570
	Iteration 33Q: 3 clusters Score -3810127 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 28568 members 
Entering Unmasked Estep 
Score: -3810137.500000 Penalty: 3127.934570
	Iteration 34Q: 3 clusters Score -3810138 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 28624 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -3810150 nChanged 55
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 28679 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -3810147 nChanged 69
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 28746 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3810156 nChanged 90
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 28834 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -3810165 nChanged 102
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 28936 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -3810176 nChanged 100
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 29036 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -3810196 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 29138 members 
Entering Unmasked Estep 
Score: -3810209.000000 Penalty: 3127.934570
	Iteration 41Q: 3 clusters Score -3810209 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 29235 members 
Entering Unmasked Estep 
Score: -3810241.750000 Penalty: 3127.934570
	Iteration 42Q: 3 clusters Score -3810242 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 29341 members 
Entering Unmasked Estep 
Score: -3810262.500000 Penalty: 3127.934570
	Iteration 43Q: 3 clusters Score -3810262 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 29434 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3810278 nChanged 97
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 29531 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3810280 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 29634 members 
Entering Unmasked Estep 
Score: -3810302.000000 Penalty: 3127.934570
	Iteration 46Q: 3 clusters Score -3810302 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 29737 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3810321 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 29828 members 
Entering Unmasked Estep 
Score: -3810332.500000 Penalty: 3127.934570
	Iteration 48Q: 3 clusters Score -3810332 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 29921 members 
Entering Unmasked Estep 
Score: -3810351.500000 Penalty: 3127.934570
	Iteration 49Q: 3 clusters Score -3810352 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 30004 members 
Entering Unmasked Estep 
Score: -3810354.750000 Penalty: 3127.934570
	Iteration 50Q: 3 clusters Score -3810355 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 30082 members 
Entering Unmasked Estep 
Score: -3810367.000000 Penalty: 3127.934570
	Iteration 51Q: 3 clusters Score -3810367 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 30162 members 
Entering Unmasked Estep 
Score: -3810385.000000 Penalty: 3127.934570
	Iteration 52Q: 3 clusters Score -3810385 nChanged 93
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 30255 members 
Entering Unmasked Estep 
Score: -3810393.250000 Penalty: 3127.934570
	Iteration 53Q: 3 clusters Score -3810393 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 30338 members 
Entering Unmasked Estep 
Score: -3810413.500000 Penalty: 3127.934570
	Iteration 54Q: 3 clusters Score -3810414 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 30418 members 
Entering Unmasked Estep 
Score: -3810423.250000 Penalty: 3127.934570
	Iteration 55Q: 3 clusters Score -3810423 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 30497 members 
Entering Unmasked Estep 
Score: -3810435.000000 Penalty: 3127.934570
	Iteration 56Q: 3 clusters Score -3810435 nChanged 82
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 30575 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3810451 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 30654 members 
Entering Unmasked Estep 
Score: -3810466.000000 Penalty: 3127.934570
	Iteration 58Q: 3 clusters Score -3810466 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 30744 members 
Entering Unmasked Estep 
Score: -3810472.500000 Penalty: 3127.934570
	Iteration 59Q: 3 clusters Score -3810472 nChanged 84
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 30826 members 
Entering Unmasked Estep 
Score: -3810486.750000 Penalty: 3127.934570
	Iteration 60F: 3 clusters Score -3810487 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 30915 members 
Entering Unmasked Estep 
Score: -3810502.000000 Penalty: 3127.934570
	Iteration 61Q: 3 clusters Score -3810502 nChanged 82
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 30995 members 
Entering Unmasked Estep 
Score: -3810507.250000 Penalty: 3127.934570
	Iteration 62Q: 3 clusters Score -3810507 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 31075 members 
Entering Unmasked Estep 
Score: -3810539.500000 Penalty: 3127.934570
	Iteration 63Q: 3 clusters Score -3810540 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 31145 members 
Entering Unmasked Estep 
Score: -3810538.250000 Penalty: 3127.934570
	Iteration 64Q: 3 clusters Score -3810538 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 31231 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3810568 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 31308 members 
Entering Unmasked Estep 
Score: -3810575.000000 Penalty: 3127.934570
	Iteration 66Q: 3 clusters Score -3810575 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 31374 members 
Entering Unmasked Estep 
Score: -3810589.250000 Penalty: 3127.934570
	Iteration 67Q: 3 clusters Score -3810589 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 31442 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3810590 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 31508 members 
Entering Unmasked Estep 
Score: -3810616.750000 Penalty: 3127.934570
	Iteration 69Q: 3 clusters Score -3810617 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 31566 members 
Entering Unmasked Estep 
Score: -3810621.000000 Penalty: 3127.934570
	Iteration 70Q: 3 clusters Score -3810621 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 31636 members 
Entering Unmasked Estep 
Score: -3810628.000000 Penalty: 3127.934570
	Iteration 71Q: 3 clusters Score -3810628 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 31698 members 
Entering Unmasked Estep 
Score: -3810641.500000 Penalty: 3127.934570
	Iteration 72Q: 3 clusters Score -3810642 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 31752 members 
Entering Unmasked Estep 
Score: -3810651.250000 Penalty: 3127.934570
	Iteration 73Q: 3 clusters Score -3810651 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 31813 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3810664 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 31855 members 
Entering Unmasked Estep 
Score: -3810673.250000 Penalty: 3127.934570
	Iteration 75Q: 3 clusters Score -3810673 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 31912 members 
Entering Unmasked Estep 
Score: -3810676.000000 Penalty: 3127.934570
	Iteration 76Q: 3 clusters Score -3810676 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 31973 members 
Entering Unmasked Estep 
Score: -3810700.000000 Penalty: 3127.934570
	Iteration 77Q: 3 clusters Score -3810700 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 32034 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3810717 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 32095 members 
Entering Unmasked Estep 
Score: -3810720.250000 Penalty: 3127.934570
	Iteration 79Q: 3 clusters Score -3810720 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 32145 members 
Entering Unmasked Estep 
Score: -3810718.250000 Penalty: 3127.934570
	Iteration 80F: 3 clusters Score -3810718 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 32195 members 
Entering Unmasked Estep 
Score: -3810728.500000 Penalty: 3127.934570
	Iteration 81Q: 3 clusters Score -3810728 nChanged 54
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 32249 members 
Entering Unmasked Estep 
Score: -3810731.000000 Penalty: 3127.934570
	Iteration 82Q: 3 clusters Score -3810731 nChanged 61
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 32308 members 
Entering Unmasked Estep 
Score: -3810752.500000 Penalty: 3127.934570
	Iteration 83Q: 3 clusters Score -3810752 nChanged 48
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Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 32356 members 
Entering Unmasked Estep 
Score: -3810756.000000 Penalty: 3127.934570
	Iteration 84Q: 3 clusters Score -3810756 nChanged 54
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 32408 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3810766 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 32448 members 
Entering Unmasked Estep 
Score: -3810776.250000 Penalty: 3127.934570
	Iteration 86Q: 3 clusters Score -3810776 nChanged 55
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 32501 members 
Entering Unmasked Estep 
Score: -3810780.250000 Penalty: 3127.934570
	Iteration 87Q: 3 clusters Score -3810780 nChanged 48
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 32549 members 
Entering Unmasked Estep 
Score: -3810786.250000 Penalty: 3127.934570
	Iteration 88Q: 3 clusters Score -3810786 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 32581 members 
Entering Unmasked Estep 
Score: -3810793.500000 Penalty: 3127.934570
	Iteration 89Q: 3 clusters Score -3810794 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 32613 members 
Entering Unmasked Estep 
Score: -3810797.000000 Penalty: 3127.934570
	Iteration 90Q: 3 clusters Score -3810797 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 32649 members 
Entering Unmasked Estep 
Score: -3810803.750000 Penalty: 3127.934570
	Iteration 91Q: 3 clusters Score -3810804 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 32684 members 
Entering Unmasked Estep 
Score: -3810803.250000 Penalty: 3127.934570
	Iteration 92Q: 3 clusters Score -3810803 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 32714 members 
Entering Unmasked Estep 
Score: -3810807.750000 Penalty: 3127.934570
	Iteration 93Q: 3 clusters Score -3810808 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 32755 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3810818 nChanged 40
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Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 32795 members 
Entering Unmasked Estep 
Score: -3810822.500000 Penalty: 3127.934570
	Iteration 95Q: 3 clusters Score -3810822 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 32820 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3810828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 32838 members 
Entering Unmasked Estep 
Score: -3810836.250000 Penalty: 3127.934570
	Iteration 97Q: 3 clusters Score -3810836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 32848 members 
Entering Unmasked Estep 
Score: -3810841.000000 Penalty: 3127.934570
	Iteration 98Q: 3 clusters Score -3810841 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 32866 members 
Entering Unmasked Estep 
Score: -3810837.000000 Penalty: 3127.934570
	Iteration 99Q: 3 clusters Score -3810837 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 32887 members 
Entering Unmasked Estep 
Score: -3810841.750000 Penalty: 3127.934570
	Iteration 100F: 3 clusters Score -3810842 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 32908 members 
Entering Unmasked Estep 
Score: -3810848.250000 Penalty: 3127.934570
	Iteration 101Q: 3 clusters Score -3810848 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 32927 members 
Entering Unmasked Estep 
Score: -3810844.750000 Penalty: 3127.934570
	Iteration 102Q: 3 clusters Score -3810845 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 32953 members 
Entering Unmasked Estep 
Score: -3810850.250000 Penalty: 3127.934570
	Iteration 103Q: 3 clusters Score -3810850 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 32980 members 
Entering Unmasked Estep 
Score: -3810849.750000 Penalty: 3127.934570
	Iteration 104Q: 3 clusters Score -3810850 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 33002 members 
Entering Unmasked Estep 
Score: -3810862.000000 Penalty: 3127.934570
	Iteration 105Q: 3 clusters Score -3810862 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 33022 members 
Entering Unmasked Estep 
Score: -3810849.250000 Penalty: 3127.934570
	Iteration 106Q: 3 clusters Score -3810849 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 33047 members 
Entering Unmasked Estep 
Score: -3810865.250000 Penalty: 3127.934570
	Iteration 107Q: 3 clusters Score -3810865 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 33072 members 
Entering Unmasked Estep 
Score: -3810873.500000 Penalty: 3127.934570
	Iteration 108Q: 3 clusters Score -3810874 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 33104 members 
Entering Unmasked Estep 
Score: -3810871.000000 Penalty: 3127.934570
	Iteration 109Q: 3 clusters Score -3810871 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 33130 members 
Entering Unmasked Estep 
Score: -3810880.250000 Penalty: 3127.934570
	Iteration 110Q: 3 clusters Score -3810880 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 33155 members 
Entering Unmasked Estep 
Score: -3810887.250000 Penalty: 3127.934570
	Iteration 111Q: 3 clusters Score -3810887 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 33178 members 
Entering Unmasked Estep 
Score: -3810893.000000 Penalty: 3127.934570
	Iteration 112Q: 3 clusters Score -3810893 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 33195 members 
Entering Unmasked Estep 
Score: -3810905.000000 Penalty: 3127.934570
	Iteration 113Q: 3 clusters Score -3810905 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 33210 members 
Entering Unmasked Estep 
Score: -3810903.750000 Penalty: 3127.934570
	Iteration 114Q: 3 clusters Score -3810904 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 33225 members 
Entering Unmasked Estep 
Score: -3810903.250000 Penalty: 3127.934570
	Iteration 115Q: 3 clusters Score -3810903 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 33235 members 
Entering Unmasked Estep 
Score: -3810899.250000 Penalty: 3127.934570
	Iteration 116Q: 3 clusters Score -3810899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 33241 members 
Entering Unmasked Estep 
Score: -3810900.250000 Penalty: 3127.934570
	Iteration 117Q: 3 clusters Score -3810900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 33248 members 
Entering Unmasked Estep 
Score: -3810898.000000 Penalty: 3127.934570
	Iteration 118Q: 3 clusters Score -3810898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 33256 members 
Entering Unmasked Estep 
Score: -3810898.250000 Penalty: 3127.934570
	Iteration 119Q: 3 clusters Score -3810898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 33263 members 
Entering Unmasked Estep 
Score: -3810895.500000 Penalty: 3127.934570
	Iteration 120F: 3 clusters Score -3810896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 33268 members 
Entering Unmasked Estep 
Score: -3810901.750000 Penalty: 3127.934570
	Iteration 121Q: 3 clusters Score -3810902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 33274 members 
Entering Unmasked Estep 
Score: -3810904.500000 Penalty: 3127.934570
	Iteration 122Q: 3 clusters Score -3810904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 33278 members 
Entering Unmasked Estep 
Score: -3810903.250000 Penalty: 3127.934570
	Iteration 123Q: 3 clusters Score -3810903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 33284 members 
Entering Unmasked Estep 
Score: -3810904.500000 Penalty: 3127.934570
	Iteration 124Q: 3 clusters Score -3810904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 33291 members 
Entering Unmasked Estep 
Score: -3810905.500000 Penalty: 3127.934570
	Iteration 125Q: 3 clusters Score -3810906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 33293 members 
Entering Unmasked Estep 
Score: -3810903.500000 Penalty: 3127.934570
	Iteration 126Q: 3 clusters Score -3810904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 33295 members 
Entering Unmasked Estep 
Score: -3810905.250000 Penalty: 3127.934570
	Iteration 127Q: 3 clusters Score -3810905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 33298 members 
Entering Unmasked Estep 
Score: -3810901.250000 Penalty: 3127.934570
	Iteration 128Q: 3 clusters Score -3810901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 33302 members 
Entering Unmasked Estep 
Score: -3810908.000000 Penalty: 3127.934570
	Iteration 129Q: 3 clusters Score -3810908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 33305 members 
Entering Unmasked Estep 
Score: -3810908.750000 Penalty: 3127.934570
	Iteration 130Q: 3 clusters Score -3810909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 33306 members 
Entering Unmasked Estep 
Score: -3810913.000000 Penalty: 3127.934570
	Iteration 131Q: 3 clusters Score -3810913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 33307 members 
Entering Unmasked Estep 
Score: -3810914.750000 Penalty: 3127.934570
	Iteration 132Q: 3 clusters Score -3810915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 33308 members 
Entering Unmasked Estep 
Score: -3810909.000000 Penalty: 3127.934570
	Iteration 133Q: 3 clusters Score -3810909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 33309 members 
Entering Unmasked Estep 
Score: -3810907.000000 Penalty: 3127.934570
	Iteration 134Q: 3 clusters Score -3810907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 33309 members 
Entering Unmasked Estep 
Score: -3810907.000000 Penalty: 3127.934570
	Iteration 135F: 3 clusters Score -3810907 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (66729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66729 members 
Entering Unmasked Estep 
Score: -6864143.500000 Penalty: 1652.929199
	Iteration 0F: 2 clusters Score -6864144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33367 members 
Mstep: Class 2 contains 33362 members 
Entering Unmasked Estep 
Score: -6820355.000000 Penalty: 3305.858398
	Iteration 0F: 3 clusters Score -6820355 nChanged 31184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33061 members 
Mstep: Class 2 contains 33668 members 
Entering Unmasked Estep 
Score: -6838302.500000 Penalty: 3305.858398
	Iteration 1F: 3 clusters Score -6838302 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32551 members 
Mstep: Class 2 contains 34178 members 
Entering Unmasked Estep 
Score: -6839425.000000 Penalty: 3305.858398
	Iteration 2Q: 3 clusters Score -6839425 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31720 members 
Mstep: Class 2 contains 35009 members 
Entering Unmasked Estep 
Score: -6840900.000000 Penalty: 3305.858398
	Iteration 3Q: 3 clusters Score -6840900 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30527 members 
Mstep: Class 2 contains 36202 members 
Entering Unmasked Estep 
Score: -6843052.500000 Penalty: 3305.858398
	Iteration 4F: 3 clusters Score -6843052 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29111 members 
Mstep: Class 2 contains 37618 members 
Entering Unmasked Estep 
Score: -6845479.000000 Penalty: 3305.858398
	Iteration 5F: 3 clusters Score -6845479 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27628 members 
Mstep: Class 2 contains 39101 members 
Entering Unmasked Estep 
Score: -6847947.000000 Penalty: 3305.858398
	Iteration 6F: 3 clusters Score -6847947 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 40457 members 
Entering Unmasked Estep 
Score: -6849813.500000 Penalty: 3305.858398
	Iteration 7F: 3 clusters Score -6849814 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 41596 members 
Entering Unmasked Estep 
Score: -6851162.000000 Penalty: 3305.858398
	Iteration 8Q: 3 clusters Score -6851162 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 42634 members 
Entering Unmasked Estep 
Score: -6852134.000000 Penalty: 3305.858398
	Iteration 9Q: 3 clusters Score -6852134 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 43611 members 
Entering Unmasked Estep 
Score: -6852887.500000 Penalty: 3305.858398
	Iteration 10Q: 3 clusters Score -6852888 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 44586 members 
Entering Unmasked Estep 
Score: -6853583.000000 Penalty: 3305.858398
	Iteration 11Q: 3 clusters Score -6853583 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 45584 members 
Entering Unmasked Estep 
Score: -6854305.500000 Penalty: 3305.858398
	Iteration 12Q: 3 clusters Score -6854306 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 46613 members 
Entering Unmasked Estep 
Score: -6854914.000000 Penalty: 3305.858398
	Iteration 13Q: 3 clusters Score -6854914 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 47664 members 
Entering Unmasked Estep 
Score: -6855465.500000 Penalty: 3305.858398
	Iteration 14Q: 3 clusters Score -6855466 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 48661 members 
Entering Unmasked Estep 
Score: -6855957.500000 Penalty: 3305.858398
	Iteration 15Q: 3 clusters Score -6855958 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 49666 members 
Entering Unmasked Estep 
Score: -6856311.500000 Penalty: 3305.858398
	Iteration 16Q: 3 clusters Score -6856312 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 50628 members 
Entering Unmasked Estep 
Score: -6856702.000000 Penalty: 3305.858398
	Iteration 17Q: 3 clusters Score -6856702 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 51555 members 
Entering Unmasked Estep 
Score: -6856985.500000 Penalty: 3305.858398
	Iteration 18Q: 3 clusters Score -6856986 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 52450 members 
Entering Unmasked Estep 
Score: -6857300.500000 Penalty: 3305.858398
	Iteration 19Q: 3 clusters Score -6857300 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 53343 members 
Entering Unmasked Estep 
Score: -6857644.000000 Penalty: 3305.858398
	Iteration 20F: 3 clusters Score -6857644 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 54211 members 
Entering Unmasked Estep 
Score: -6857935.000000 Penalty: 3305.858398
	Iteration 21Q: 3 clusters Score -6857935 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 55052 members 
Entering Unmasked Estep 
Score: -6858226.500000 Penalty: 3305.858398
	Iteration 22Q: 3 clusters Score -6858226 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 55865 members 
Entering Unmasked Estep 
Score: -6858516.000000 Penalty: 3305.858398
	Iteration 23Q: 3 clusters Score -6858516 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 56714 members 
Entering Unmasked Estep 
Score: -6858851.500000 Penalty: 3305.858398
	Iteration 24Q: 3 clusters Score -6858852 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 57522 members 
Entering Unmasked Estep 
Score: -6859154.500000 Penalty: 3305.858398
	Iteration 25Q: 3 clusters Score -6859154 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 58268 members 
Entering Unmasked Estep 
Score: -6859464.000000 Penalty: 3305.858398
	Iteration 26Q: 3 clusters Score -6859464 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 59006 members 
Entering Unmasked Estep 
Score: -6859748.000000 Penalty: 3305.858398
	Iteration 27Q: 3 clusters Score -6859748 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 59759 members 
Entering Unmasked Estep 
Score: -6860025.500000 Penalty: 3305.858398
	Iteration 28Q: 3 clusters Score -6860026 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 60461 members 
Entering Unmasked Estep 
Score: -6860323.500000 Penalty: 3305.858398
	Iteration 29Q: 3 clusters Score -6860324 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 61151 members 
Entering Unmasked Estep 
Score: -6860624.000000 Penalty: 3305.858398
	Iteration 30Q: 3 clusters Score -6860624 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 61797 members 
Entering Unmasked Estep 
Score: -6860908.000000 Penalty: 3305.858398
	Iteration 31Q: 3 clusters Score -6860908 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 62407 members 
Entering Unmasked Estep 
Score: -6861167.000000 Penalty: 3305.858398
	Iteration 32Q: 3 clusters Score -6861167 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 62912 members 
Entering Unmasked Estep 
Score: -6861385.000000 Penalty: 3305.858398
	Iteration 33Q: 3 clusters Score -6861385 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 63427 members 
Entering Unmasked Estep 
Score: -6861634.500000 Penalty: 3305.858398
	Iteration 34Q: 3 clusters Score -6861634 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 63859 members 
Entering Unmasked Estep 
Score: -6861849.500000 Penalty: 3305.858398
	Iteration 35Q: 3 clusters Score -6861850 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 64251 members 
Entering Unmasked Estep 
Score: -6862051.500000 Penalty: 3305.858398
	Iteration 36Q: 3 clusters Score -6862052 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 64602 members 
Entering Unmasked Estep 
Score: -6862243.500000 Penalty: 3305.858398
	Iteration 37Q: 3 clusters Score -6862244 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 64860 members 
Entering Unmasked Estep 
Score: -6862370.000000 Penalty: 3305.858398
	Iteration 38Q: 3 clusters Score -6862370 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 65074 members 
Entering Unmasked Estep 
Score: -6862485.000000 Penalty: 3305.858398
	Iteration 39Q: 3 clusters Score -6862485 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 65256 members 
Entering Unmasked Estep 
Score: -6862574.000000 Penalty: 3305.858398
	Iteration 40F: 3 clusters Score -6862574 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 65404 members 
Entering Unmasked Estep 
Score: -6862680.500000 Penalty: 3305.858398
	Iteration 41Q: 3 clusters Score -6862680 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 65534 members 
Entering Unmasked Estep 
Score: -6862763.000000 Penalty: 3305.858398
	Iteration 42Q: 3 clusters Score -6862763 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 65610 members 
Entering Unmasked Estep 
Score: -6862782.500000 Penalty: 3305.858398
	Iteration 43Q: 3 clusters Score -6862782 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 65651 members 
Entering Unmasked Estep 
Score: -6862810.000000 Penalty: 3305.858398
	Iteration 44Q: 3 clusters Score -6862810 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 65691 members 
Entering Unmasked Estep 
Score: -6862846.000000 Penalty: 3305.858398
	Iteration 45Q: 3 clusters Score -6862846 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 65727 members 
Entering Unmasked Estep 
Score: -6862869.500000 Penalty: 3305.858398
	Iteration 46Q: 3 clusters Score -6862870 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 65755 members 
Entering Unmasked Estep 
Score: -6862887.500000 Penalty: 3305.858398
	Iteration 47Q: 3 clusters Score -6862888 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 65779 members 
Entering Unmasked Estep 
Score: -6862909.000000 Penalty: 3305.858398
	Iteration 48Q: 3 clusters Score -6862909 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 65804 members 
Entering Unmasked Estep 
Score: -6862922.500000 Penalty: 3305.858398
	Iteration 49Q: 3 clusters Score -6862922 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 65830 members 
Entering Unmasked Estep 
Score: -6862938.000000 Penalty: 3305.858398
	Iteration 50Q: 3 clusters Score -6862938 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 65848 members 
Entering Unmasked Estep 
Score: -6862943.000000 Penalty: 3305.858398
	Iteration 51Q: 3 clusters Score -6862943 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 65854 members 
Entering Unmasked Estep 
Score: -6862942.500000 Penalty: 3305.858398
	Iteration 52Q: 3 clusters Score -6862942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 65860 members 
Entering Unmasked Estep 
Score: -6862952.500000 Penalty: 3305.858398
	Iteration 53Q: 3 clusters Score -6862952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 65865 members 
Entering Unmasked Estep 
Score: -6862948.500000 Penalty: 3305.858398
	Iteration 54Q: 3 clusters Score -6862948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 65872 members 
Entering Unmasked Estep 
Score: -6862965.000000 Penalty: 3305.858398
	Iteration 55Q: 3 clusters Score -6862965 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 65887 members 
Entering Unmasked Estep 
Score: -6862971.000000 Penalty: 3305.858398
	Iteration 56Q: 3 clusters Score -6862971 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 65899 members 
Entering Unmasked Estep 
Score: -6862977.000000 Penalty: 3305.858398
	Iteration 57Q: 3 clusters Score -6862977 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 65911 members 
Entering Unmasked Estep 
Score: -6862984.500000 Penalty: 3305.858398
	Iteration 58Q: 3 clusters Score -6862984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 65921 members 
Entering Unmasked Estep 
Score: -6862994.500000 Penalty: 3305.858398
	Iteration 59Q: 3 clusters Score -6862994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 65921 members 
Entering Unmasked Estep 
Score: -6862999.500000 Penalty: 3305.858398
	Iteration 60F: 3 clusters Score -6863000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 65923 members 
Entering Unmasked Estep 
Score: -6862995.500000 Penalty: 3305.858398
	Iteration 61Q: 3 clusters Score -6862996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 65929 members 
Entering Unmasked Estep 
Score: -6862997.000000 Penalty: 3305.858398
	Iteration 62Q: 3 clusters Score -6862997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 65931 members 
Entering Unmasked Estep 
Score: -6863002.500000 Penalty: 3305.858398
	Iteration 63Q: 3 clusters Score -6863002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 65933 members 
Entering Unmasked Estep 
Score: -6863006.000000 Penalty: 3305.858398
	Iteration 64Q: 3 clusters Score -6863006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 65935 members 
Entering Unmasked Estep 
Score: -6863016.500000 Penalty: 3305.858398
	Iteration 65Q: 3 clusters Score -6863016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 65936 members 
Entering Unmasked Estep 
Score: -6863008.000000 Penalty: 3305.858398
	Iteration 66Q: 3 clusters Score -6863008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 65937 members 
Entering Unmasked Estep 
Score: -6863011.500000 Penalty: 3305.858398
	Iteration 67Q: 3 clusters Score -6863012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 65937 members 
Entering Unmasked Estep 
Score: -6863011.500000 Penalty: 3305.858398
	Iteration 68F: 3 clusters Score -6863012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (115678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115678 members 
Entering Unmasked Estep 
Score: -11642935.000000 Penalty: 1734.794556
	Iteration 0F: 2 clusters Score -1.164294e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57489 members 
Mstep: Class 2 contains 58189 members 
Entering Unmasked Estep 
Score: -11566788.000000 Penalty: 3469.589111
	Iteration 0F: 3 clusters Score -1.156679e+07 nChanged 54942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52819 members 
Mstep: Class 2 contains 62859 members 
Entering Unmasked Estep 
Score: -11598794.000000 Penalty: 3469.589111
	Iteration 1F: 3 clusters Score -1.159879e+07 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50014 members 
Mstep: Class 2 contains 65664 members 
Entering Unmasked Estep 
Score: -11600329.000000 Penalty: 3469.589111
	Iteration 2Q: 3 clusters Score -1.160033e+07 nChanged 5441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45715 members 
Mstep: Class 2 contains 69963 members 
Entering Unmasked Estep 
Score: -11602671.000000 Penalty: 3469.589111
	Iteration 3Q: 3 clusters Score -1.160267e+07 nChanged 6968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39389 members 
Mstep: Class 2 contains 76289 members 
Entering Unmasked Estep 
Score: -11606564.000000 Penalty: 3469.589111
	Iteration 4F: 3 clusters Score -1.160656e+07 nChanged 8672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31005 members 
Mstep: Class 2 contains 84673 members 
Entering Unmasked Estep 
Score: -11612949.000000 Penalty: 3469.589111
	Iteration 5F: 3 clusters Score -1.161295e+07 nChanged 9765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 94316 members 
Entering Unmasked Estep 
Score: -11621462.000000 Penalty: 3469.589111
	Iteration 6F: 3 clusters Score -1.162146e+07 nChanged 8955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 103223 members 
Entering Unmasked Estep 
Score: -11630127.000000 Penalty: 3469.589111
	Iteration 7F: 3 clusters Score -1.163013e+07 nChanged 6315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 109532 members 
Entering Unmasked Estep 
Score: -11636119.000000 Penalty: 3469.589111
	Iteration 8F: 3 clusters Score -1.163612e+07 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 112883 members 
Entering Unmasked Estep 
Score: -11639234.000000 Penalty: 3469.589111
	Iteration 9Q: 3 clusters Score -1.163923e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 114407 members 
Entering Unmasked Estep 
Score: -11640575.000000 Penalty: 3469.589111
	Iteration 10Q: 3 clusters Score -1.164058e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 114982 members 
Entering Unmasked Estep 
Score: -11641083.000000 Penalty: 3469.589111
	Iteration 11Q: 3 clusters Score -1.164108e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 115198 members 
Entering Unmasked Estep 
Score: -11641304.000000 Penalty: 3469.589111
	Iteration 12Q: 3 clusters Score -1.16413e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 115281 members 
Entering Unmasked Estep 
Score: -11641400.000000 Penalty: 3469.589111
	Iteration 13Q: 3 clusters Score -1.16414e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 115323 members 
Entering Unmasked Estep 
Score: -11641440.000000 Penalty: 3469.589111
	Iteration 14Q: 3 clusters Score -1.164144e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 115347 members 
Entering Unmasked Estep 
Score: -11641471.000000 Penalty: 3469.589111
	Iteration 15Q: 3 clusters Score -1.164147e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 115360 members 
Entering Unmasked Estep 
Score: -11641506.000000 Penalty: 3469.589111
	Iteration 16Q: 3 clusters Score -1.164151e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 115369 members 
Entering Unmasked Estep 
Score: -11641542.000000 Penalty: 3469.589111
	Iteration 17Q: 3 clusters Score -1.164154e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 115373 members 
Entering Unmasked Estep 
Score: -11641551.000000 Penalty: 3469.589111
	Iteration 18Q: 3 clusters Score -1.164155e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 115379 members 
Entering Unmasked Estep 
Score: -11641570.000000 Penalty: 3469.589111
	Iteration 19Q: 3 clusters Score -1.164157e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 115384 members 
Entering Unmasked Estep 
Score: -11641573.000000 Penalty: 3469.589111
	Iteration 20F: 3 clusters Score -1.164157e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 115384 members 
Entering Unmasked Estep 
Score: -11641578.000000 Penalty: 3469.589111
	Iteration 21Q: 3 clusters Score -1.164158e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 115385 members 
Entering Unmasked Estep 
Score: -11641594.000000 Penalty: 3469.589111
	Iteration 22Q: 3 clusters Score -1.164159e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 115387 members 
Entering Unmasked Estep 
Score: -11641610.000000 Penalty: 3469.589111
	Iteration 23Q: 3 clusters Score -1.164161e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 115389 members 
Entering Unmasked Estep 
Score: -11641599.000000 Penalty: 3469.589111
	Iteration 24Q: 3 clusters Score -1.16416e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 115389 members 
Entering Unmasked Estep 
Score: -11641601.000000 Penalty: 3469.589111
	Iteration 25Q: 3 clusters Score -1.16416e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 115390 members 
Entering Unmasked Estep 
Score: -11641601.000000 Penalty: 3469.589111
	Iteration 26Q: 3 clusters Score -1.16416e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 115391 members 
Entering Unmasked Estep 
Score: -11641600.000000 Penalty: 3469.589111
	Iteration 27Q: 3 clusters Score -1.16416e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 115391 members 
Entering Unmasked Estep 
Score: -11641600.000000 Penalty: 3469.589111
	Iteration 28F: 3 clusters Score -1.16416e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Entering Unmasked Estep 
Score: -560046.875000 Penalty: 1282.215332
	Iteration 0F: 2 clusters Score -560046.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -556077.812500 Penalty: 2564.430664
	Iteration 0F: 3 clusters Score -556077.8 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -557286.875000 Penalty: 2564.430664
	Iteration 1F: 3 clusters Score -557286.9 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -557560.937500 Penalty: 2564.430664
	Iteration 2F: 3 clusters Score -557560.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -557731.812500 Penalty: 2564.430664
	Iteration 3F: 3 clusters Score -557731.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -557851.125000 Penalty: 2564.430664
	Iteration 4Q: 3 clusters Score -557851.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -557952.500000 Penalty: 2564.430664
	Iteration 5Q: 3 clusters Score -557952.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -558046.750000 Penalty: 2564.430664
	Iteration 6Q: 3 clusters Score -558046.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -558113.312500 Penalty: 2564.430664
	Iteration 7Q: 3 clusters Score -558113.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -558179.812500 Penalty: 2564.430664
	Iteration 8Q: 3 clusters Score -558179.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -558259.500000 Penalty: 2564.430664
	Iteration 9Q: 3 clusters Score -558259.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -558337.937500 Penalty: 2564.430664
	Iteration 10Q: 3 clusters Score -558337.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -558418.750000 Penalty: 2564.430664
	Iteration 11Q: 3 clusters Score -558418.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -558495.062500 Penalty: 2564.430664
	Iteration 12Q: 3 clusters Score -558495.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -558562.250000 Penalty: 2564.430664
	Iteration 13Q: 3 clusters Score -558562.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -558627.312500 Penalty: 2564.430664
	Iteration 14Q: 3 clusters Score -558627.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -558673.250000 Penalty: 2564.430664
	Iteration 15Q: 3 clusters Score -558673.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -558707.375000 Penalty: 2564.430664
	Iteration 16Q: 3 clusters Score -558707.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -558737.000000 Penalty: 2564.430664
	Iteration 17Q: 3 clusters Score -558737 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -558767.250000 Penalty: 2564.430664
	Iteration 18Q: 3 clusters Score -558767.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -558793.875000 Penalty: 2564.430664
	Iteration 19Q: 3 clusters Score -558793.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -558814.312500 Penalty: 2564.430664
	Iteration 20F: 3 clusters Score -558814.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -558828.187500 Penalty: 2564.430664
	Iteration 21Q: 3 clusters Score -558828.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -558837.000000 Penalty: 2564.430664
	Iteration 22Q: 3 clusters Score -558837 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -558844.562500 Penalty: 2564.430664
	Iteration 23Q: 3 clusters Score -558844.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -558857.625000 Penalty: 2564.430664
	Iteration 24Q: 3 clusters Score -558857.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -558864.812500 Penalty: 2564.430664
	Iteration 25Q: 3 clusters Score -558864.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -558879.062500 Penalty: 2564.430664
	Iteration 26Q: 3 clusters Score -558879.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -558885.687500 Penalty: 2564.430664
	Iteration 27Q: 3 clusters Score -558885.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -558891.000000 Penalty: 2564.430664
	Iteration 28Q: 3 clusters Score -558891 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -558898.062500 Penalty: 2564.430664
	Iteration 29Q: 3 clusters Score -558898.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -558901.187500 Penalty: 2564.430664
	Iteration 30Q: 3 clusters Score -558901.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -558904.187500 Penalty: 2564.430664
	Iteration 31Q: 3 clusters Score -558904.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -558906.437500 Penalty: 2564.430664
	Iteration 32Q: 3 clusters Score -558906.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -558908.125000 Penalty: 2564.430664
	Iteration 33Q: 3 clusters Score -558908.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -558909.750000 Penalty: 2564.430664
	Iteration 34Q: 3 clusters Score -558909.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -558912.500000 Penalty: 2564.430664
	Iteration 35Q: 3 clusters Score -558912.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -558912.250000 Penalty: 2564.430664
	Iteration 36Q: 3 clusters Score -558912.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -558914.375000 Penalty: 2564.430664
	Iteration 37Q: 3 clusters Score -558914.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -558915.375000 Penalty: 2564.430664
	Iteration 38Q: 3 clusters Score -558915.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -558917.437500 Penalty: 2564.430664
	Iteration 39Q: 3 clusters Score -558917.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -558917.437500 Penalty: 2564.430664
	Iteration 40F: 3 clusters Score -558917.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Entering Unmasked Estep 
Score: -1412423.375000 Penalty: 1422.119995
	Iteration 0F: 2 clusters Score -1412423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1402988.875000 Penalty: 2844.239990
	Iteration 0F: 3 clusters Score -1402989 nChanged 6031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1406200.000000 Penalty: 2844.239990
	Iteration 1F: 3 clusters Score -1406200 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1406682.750000 Penalty: 2844.239990
	Iteration 2F: 3 clusters Score -1406683 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1407097.750000 Penalty: 2844.239990
	Iteration 3F: 3 clusters Score -1407098 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1407524.125000 Penalty: 2844.239990
	Iteration 4F: 3 clusters Score -1407524 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1408000.875000 Penalty: 2844.239990
	Iteration 5F: 3 clusters Score -1408001 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1408477.125000 Penalty: 2844.239990
	Iteration 6F: 3 clusters Score -1408477 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1408939.875000 Penalty: 2844.239990
	Iteration 7Q: 3 clusters Score -1408940 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1409360.500000 Penalty: 2844.239990
	Iteration 8Q: 3 clusters Score -1409360 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1409755.875000 Penalty: 2844.239990
	Iteration 9Q: 3 clusters Score -1409756 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1410103.875000 Penalty: 2844.239990
	Iteration 10Q: 3 clusters Score -1410104 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1410387.250000 Penalty: 2844.239990
	Iteration 11Q: 3 clusters Score -1410387 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1410636.000000 Penalty: 2844.239990
	Iteration 12Q: 3 clusters Score -1410636 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1410812.125000 Penalty: 2844.239990
	Iteration 13Q: 3 clusters Score -1410812 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1410951.125000 Penalty: 2844.239990
	Iteration 14Q: 3 clusters Score -1410951 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1411048.250000 Penalty: 2844.239990
	Iteration 15Q: 3 clusters Score -1411048 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1411124.625000 Penalty: 2844.239990
	Iteration 16Q: 3 clusters Score -1411125 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1411167.250000 Penalty: 2844.239990
	Iteration 17Q: 3 clusters Score -1411167 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1411210.000000 Penalty: 2844.239990
	Iteration 18Q: 3 clusters Score -1411210 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1411242.750000 Penalty: 2844.239990
	Iteration 19Q: 3 clusters Score -1411243 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1411269.375000 Penalty: 2844.239990
	Iteration 20F: 3 clusters Score -1411269 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1411293.125000 Penalty: 2844.239990
	Iteration 21Q: 3 clusters Score -1411293 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1411311.750000 Penalty: 2844.239990
	Iteration 22Q: 3 clusters Score -1411312 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1411330.000000 Penalty: 2844.239990
	Iteration 23Q: 3 clusters Score -1411330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1411337.125000 Penalty: 2844.239990
	Iteration 24Q: 3 clusters Score -1411337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1411339.500000 Penalty: 2844.239990
	Iteration 25Q: 3 clusters Score -1411340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1411342.875000 Penalty: 2844.239990
	Iteration 26Q: 3 clusters Score -1411343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1411346.625000 Penalty: 2844.239990
	Iteration 27Q: 3 clusters Score -1411347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1411348.625000 Penalty: 2844.239990
	Iteration 28Q: 3 clusters Score -1411349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1411355.500000 Penalty: 2844.239990
	Iteration 29Q: 3 clusters Score -1411356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1411363.125000 Penalty: 2844.239990
	Iteration 30Q: 3 clusters Score -1411363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1411368.125000 Penalty: 2844.239990
	Iteration 31Q: 3 clusters Score -1411368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1411376.375000 Penalty: 2844.239990
	Iteration 32Q: 3 clusters Score -1411376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1411380.625000 Penalty: 2844.239990
	Iteration 33Q: 3 clusters Score -1411381 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1411388.250000 Penalty: 2844.239990
	Iteration 34Q: 3 clusters Score -1411388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1411394.125000 Penalty: 2844.239990
	Iteration 35Q: 3 clusters Score -1411394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1411400.000000 Penalty: 2844.239990
	Iteration 36Q: 3 clusters Score -1411400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1411406.125000 Penalty: 2844.239990
	Iteration 37Q: 3 clusters Score -1411406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1411410.500000 Penalty: 2844.239990
	Iteration 38Q: 3 clusters Score -1411410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1411413.250000 Penalty: 2844.239990
	Iteration 39Q: 3 clusters Score -1411413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1411413.750000 Penalty: 2844.239990
	Iteration 40F: 3 clusters Score -1411414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1411413.125000 Penalty: 2844.239990
	Iteration 41Q: 3 clusters Score -1411413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1411414.250000 Penalty: 2844.239990
	Iteration 42Q: 3 clusters Score -1411414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1411417.500000 Penalty: 2844.239990
	Iteration 43Q: 3 clusters Score -1411418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1411418.875000 Penalty: 2844.239990
	Iteration 44Q: 3 clusters Score -1411419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1411419.625000 Penalty: 2844.239990
	Iteration 45Q: 3 clusters Score -1411420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1411421.000000 Penalty: 2844.239990
	Iteration 46Q: 3 clusters Score -1411421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1411421.375000 Penalty: 2844.239990
	Iteration 47Q: 3 clusters Score -1411421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1411422.625000 Penalty: 2844.239990
	Iteration 48Q: 3 clusters Score -1411423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1411424.625000 Penalty: 2844.239990
	Iteration 49Q: 3 clusters Score -1411425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1411425.500000 Penalty: 2844.239990
	Iteration 50Q: 3 clusters Score -1411426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1411427.625000 Penalty: 2844.239990
	Iteration 51Q: 3 clusters Score -1411428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1411426.875000 Penalty: 2844.239990
	Iteration 52Q: 3 clusters Score -1411427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1411427.500000 Penalty: 2844.239990
	Iteration 53Q: 3 clusters Score -1411428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1411429.250000 Penalty: 2844.239990
	Iteration 54Q: 3 clusters Score -1411429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1411429.250000 Penalty: 2844.239990
	Iteration 55F: 3 clusters Score -1411429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (20271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Entering Unmasked Estep 
Score: -2028005.750000 Penalty: 1475.641602
	Iteration 0F: 2 clusters Score -2028006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -2014772.875000 Penalty: 2951.283203
	Iteration 0F: 3 clusters Score -2014773 nChanged 8939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -2019671.125000 Penalty: 2951.283203
	Iteration 1F: 3 clusters Score -2019671 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -2020162.875000 Penalty: 2951.283203
	Iteration 2F: 3 clusters Score -2020163 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -2020601.625000 Penalty: 2951.283203
	Iteration 3F: 3 clusters Score -2020602 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -2021043.625000 Penalty: 2951.283203
	Iteration 4Q: 3 clusters Score -2021044 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -2021488.500000 Penalty: 2951.283203
	Iteration 5Q: 3 clusters Score -2021488 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -2021963.000000 Penalty: 2951.283203
	Iteration 6Q: 3 clusters Score -2021963 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -2022499.875000 Penalty: 2951.283203
	Iteration 7Q: 3 clusters Score -2022500 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -2023110.125000 Penalty: 2951.283203
	Iteration 8Q: 3 clusters Score -2023110 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -2023753.875000 Penalty: 2951.283203
	Iteration 9Q: 3 clusters Score -2023754 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -2024415.125000 Penalty: 2951.283203
	Iteration 10Q: 3 clusters Score -2024415 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -2025007.250000 Penalty: 2951.283203
	Iteration 11Q: 3 clusters Score -2025007 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -2025464.250000 Penalty: 2951.283203
	Iteration 12Q: 3 clusters Score -2025464 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -2025862.125000 Penalty: 2951.283203
	Iteration 13Q: 3 clusters Score -2025862 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -2026130.625000 Penalty: 2951.283203
	Iteration 14Q: 3 clusters Score -2026131 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -2026319.250000 Penalty: 2951.283203
	Iteration 15Q: 3 clusters Score -2026319 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -2026458.875000 Penalty: 2951.283203
	Iteration 16Q: 3 clusters Score -2026459 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -2026542.375000 Penalty: 2951.283203
	Iteration 17Q: 3 clusters Score -2026542 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -2026613.250000 Penalty: 2951.283203
	Iteration 18Q: 3 clusters Score -2026613 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -2026661.125000 Penalty: 2951.283203
	Iteration 19Q: 3 clusters Score -2026661 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -2026701.250000 Penalty: 2951.283203
	Iteration 20F: 3 clusters Score -2026701 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -2026726.250000 Penalty: 2951.283203
	Iteration 21Q: 3 clusters Score -2026726 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -2026756.250000 Penalty: 2951.283203
	Iteration 22Q: 3 clusters Score -2026756 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -2026782.125000 Penalty: 2951.283203
	Iteration 23Q: 3 clusters Score -2026782 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -2026804.500000 Penalty: 2951.283203
	Iteration 24Q: 3 clusters Score -2026804 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -2026821.875000 Penalty: 2951.283203
	Iteration 25Q: 3 clusters Score -2026822 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -2026835.625000 Penalty: 2951.283203
	Iteration 26Q: 3 clusters Score -2026836 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -2026844.250000 Penalty: 2951.283203
	Iteration 27Q: 3 clusters Score -2026844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -2026853.000000 Penalty: 2951.283203
	Iteration 28Q: 3 clusters Score -2026853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -2026864.500000 Penalty: 2951.283203
	Iteration 29Q: 3 clusters Score -2026864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -2026870.625000 Penalty: 2951.283203
	Iteration 30Q: 3 clusters Score -2026871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -2026875.500000 Penalty: 2951.283203
	Iteration 31Q: 3 clusters Score -2026876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -2026878.000000 Penalty: 2951.283203
	Iteration 32Q: 3 clusters Score -2026878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -2026882.000000 Penalty: 2951.283203
	Iteration 33Q: 3 clusters Score -2026882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -2026893.875000 Penalty: 2951.283203
	Iteration 34Q: 3 clusters Score -2026894 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -2026900.250000 Penalty: 2951.283203
	Iteration 35Q: 3 clusters Score -2026900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -2026905.625000 Penalty: 2951.283203
	Iteration 36Q: 3 clusters Score -2026906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -2026908.000000 Penalty: 2951.283203
	Iteration 37Q: 3 clusters Score -2026908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -2026910.500000 Penalty: 2951.283203
	Iteration 38Q: 3 clusters Score -2026910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -2026908.000000 Penalty: 2951.283203
	Iteration 39Q: 3 clusters Score -2026908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -2026908.000000 Penalty: 2951.283203
	Iteration 40F: 3 clusters Score -2026908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (23486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23486 members 
Entering Unmasked Estep 
Score: -2290146.750000 Penalty: 1497.546997
	Iteration 0F: 2 clusters Score -2290147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -2274692.500000 Penalty: 2995.093994
	Iteration 0F: 3 clusters Score -2274692 nChanged 10480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -2280870.250000 Penalty: 2995.093994
	Iteration 1F: 3 clusters Score -2280870 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -2281541.500000 Penalty: 2995.093994
	Iteration 2F: 3 clusters Score -2281542 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -2282220.750000 Penalty: 2995.093994
	Iteration 3F: 3 clusters Score -2282221 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -2282989.250000 Penalty: 2995.093994
	Iteration 4F: 3 clusters Score -2282989 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -2283924.250000 Penalty: 2995.093994
	Iteration 5F: 3 clusters Score -2283924 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -2285059.500000 Penalty: 2995.093994
	Iteration 6F: 3 clusters Score -2285060 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -2286239.500000 Penalty: 2995.093994
	Iteration 7F: 3 clusters Score -2286240 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -2287219.500000 Penalty: 2995.093994
	Iteration 8F: 3 clusters Score -2287220 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -2287936.250000 Penalty: 2995.093994
	Iteration 9Q: 3 clusters Score -2287936 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -2288482.250000 Penalty: 2995.093994
	Iteration 10Q: 3 clusters Score -2288482 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -2288841.250000 Penalty: 2995.093994
	Iteration 11Q: 3 clusters Score -2288841 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -2289035.500000 Penalty: 2995.093994
	Iteration 12Q: 3 clusters Score -2289036 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -2289199.750000 Penalty: 2995.093994
	Iteration 13Q: 3 clusters Score -2289200 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -2289336.750000 Penalty: 2995.093994
	Iteration 14Q: 3 clusters Score -2289337 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -2289427.750000 Penalty: 2995.093994
	Iteration 15Q: 3 clusters Score -2289428 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -2289488.250000 Penalty: 2995.093994
	Iteration 16Q: 3 clusters Score -2289488 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -2289542.500000 Penalty: 2995.093994
	Iteration 17Q: 3 clusters Score -2289542 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -2289572.250000 Penalty: 2995.093994
	Iteration 18Q: 3 clusters Score -2289572 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -2289606.000000 Penalty: 2995.093994
	Iteration 19Q: 3 clusters Score -2289606 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -2289634.750000 Penalty: 2995.093994
	Iteration 20F: 3 clusters Score -2289635 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -2289650.750000 Penalty: 2995.093994
	Iteration 21Q: 3 clusters Score -2289651 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -2289661.750000 Penalty: 2995.093994
	Iteration 22Q: 3 clusters Score -2289662 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -2289668.250000 Penalty: 2995.093994
	Iteration 23Q: 3 clusters Score -2289668 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -2289684.000000 Penalty: 2995.093994
	Iteration 24Q: 3 clusters Score -2289684 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -2289695.750000 Penalty: 2995.093994
	Iteration 25Q: 3 clusters Score -2289696 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -2289702.000000 Penalty: 2995.093994
	Iteration 26Q: 3 clusters Score -2289702 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -2289709.250000 Penalty: 2995.093994
	Iteration 27Q: 3 clusters Score -2289709 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -2289711.250000 Penalty: 2995.093994
	Iteration 28Q: 3 clusters Score -2289711 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -2289714.750000 Penalty: 2995.093994
	Iteration 29Q: 3 clusters Score -2289715 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -2289724.750000 Penalty: 2995.093994
	Iteration 30Q: 3 clusters Score -2289725 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -2289725.750000 Penalty: 2995.093994
	Iteration 31Q: 3 clusters Score -2289726 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -2289728.000000 Penalty: 2995.093994
	Iteration 32Q: 3 clusters Score -2289728 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -2289730.000000 Penalty: 2995.093994
	Iteration 33Q: 3 clusters Score -2289730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -2289732.750000 Penalty: 2995.093994
	Iteration 34Q: 3 clusters Score -2289733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -2289736.500000 Penalty: 2995.093994
	Iteration 35Q: 3 clusters Score -2289736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -2289739.250000 Penalty: 2995.093994
	Iteration 36Q: 3 clusters Score -2289739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -2289739.000000 Penalty: 2995.093994
	Iteration 37Q: 3 clusters Score -2289739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -2289737.250000 Penalty: 2995.093994
	Iteration 38Q: 3 clusters Score -2289737 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -2289742.500000 Penalty: 2995.093994
	Iteration 39Q: 3 clusters Score -2289742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -2289737.250000 Penalty: 2995.093994
	Iteration 40F: 3 clusters Score -2289737 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -2289736.500000 Penalty: 2995.093994
	Iteration 41Q: 3 clusters Score -2289736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -2289743.750000 Penalty: 2995.093994
	Iteration 42Q: 3 clusters Score -2289744 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -2289749.250000 Penalty: 2995.093994
	Iteration 43Q: 3 clusters Score -2289749 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -2289750.000000 Penalty: 2995.093994
	Iteration 44Q: 3 clusters Score -2289750 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -2289748.250000 Penalty: 2995.093994
	Iteration 45Q: 3 clusters Score -2289748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -2289753.500000 Penalty: 2995.093994
	Iteration 46Q: 3 clusters Score -2289754 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -2289755.250000 Penalty: 2995.093994
	Iteration 47Q: 3 clusters Score -2289755 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -2289759.750000 Penalty: 2995.093994
	Iteration 48Q: 3 clusters Score -2289760 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
Score: -2289759.250000 Penalty: 2995.093994
	Iteration 49Q: 3 clusters Score -2289759 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -2289763.500000 Penalty: 2995.093994
	Iteration 50Q: 3 clusters Score -2289764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -2289762.500000 Penalty: 2995.093994
	Iteration 51Q: 3 clusters Score -2289762 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -2289766.250000 Penalty: 2995.093994
	Iteration 52Q: 3 clusters Score -2289766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -2289765.250000 Penalty: 2995.093994
	Iteration 53Q: 3 clusters Score -2289765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -2289768.500000 Penalty: 2995.093994
	Iteration 54Q: 3 clusters Score -2289768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -2289770.750000 Penalty: 2995.093994
	Iteration 55Q: 3 clusters Score -2289771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -2289771.250000 Penalty: 2995.093994
	Iteration 56Q: 3 clusters Score -2289771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -2289772.250000 Penalty: 2995.093994
	Iteration 57Q: 3 clusters Score -2289772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -2289768.750000 Penalty: 2995.093994
	Iteration 58Q: 3 clusters Score -2289769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -2289768.250000 Penalty: 2995.093994
	Iteration 59Q: 3 clusters Score -2289768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -2289772.500000 Penalty: 2995.093994
	Iteration 60F: 3 clusters Score -2289772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -2289772.500000 Penalty: 2995.093994
	Iteration 61Q: 3 clusters Score -2289772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -2289774.250000 Penalty: 2995.093994
	Iteration 62Q: 3 clusters Score -2289774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -2289773.750000 Penalty: 2995.093994
	Iteration 63Q: 3 clusters Score -2289774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -2289773.750000 Penalty: 2995.093994
	Iteration 64F: 3 clusters Score -2289774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (49806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49806 members 
Entering Unmasked Estep 
Score: -4976736.000000 Penalty: 1609.404541
	Iteration 0F: 2 clusters Score -4976736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25018 members 
Mstep: Class 2 contains 24788 members 
Entering Unmasked Estep 
Score: -4944388.000000 Penalty: 3218.809082
	Iteration 0F: 3 clusters Score -4944388 nChanged 23032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26068 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -4957248.500000 Penalty: 3218.809082
	Iteration 1F: 3 clusters Score -4957248 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -4957877.000000 Penalty: 3218.809082
	Iteration 2Q: 3 clusters Score -4957877 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27245 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -4958504.000000 Penalty: 3218.809082
	Iteration 3Q: 3 clusters Score -4958504 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28340 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -4959245.000000 Penalty: 3218.809082
	Iteration 4Q: 3 clusters Score -4959245 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29866 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -4960203.500000 Penalty: 3218.809082
	Iteration 5Q: 3 clusters Score -4960204 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31945 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -4961409.000000 Penalty: 3218.809082
	Iteration 6F: 3 clusters Score -4961409 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34611 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -4963151.500000 Penalty: 3218.809082
	Iteration 7F: 3 clusters Score -4963152 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37766 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -4965459.500000 Penalty: 3218.809082
	Iteration 8F: 3 clusters Score -4965460 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41104 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -4968225.000000 Penalty: 3218.809082
	Iteration 9F: 3 clusters Score -4968225 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44142 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -4970839.500000 Penalty: 3218.809082
	Iteration 10F: 3 clusters Score -4970840 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46492 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -4972944.500000 Penalty: 3218.809082
	Iteration 11Q: 3 clusters Score -4972944 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47963 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -4974193.000000 Penalty: 3218.809082
	Iteration 12Q: 3 clusters Score -4974193 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48728 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -4974830.500000 Penalty: 3218.809082
	Iteration 13Q: 3 clusters Score -4974830 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49091 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -4975138.500000 Penalty: 3218.809082
	Iteration 14Q: 3 clusters Score -4975138 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49266 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -4975296.000000 Penalty: 3218.809082
	Iteration 15Q: 3 clusters Score -4975296 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49340 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -4975379.500000 Penalty: 3218.809082
	Iteration 16Q: 3 clusters Score -4975380 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49382 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -4975419.000000 Penalty: 3218.809082
	Iteration 17Q: 3 clusters Score -4975419 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49404 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4975455.500000 Penalty: 3218.809082
	Iteration 18Q: 3 clusters Score -4975456 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49424 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -4975474.000000 Penalty: 3218.809082
	Iteration 19Q: 3 clusters Score -4975474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49433 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -4975488.500000 Penalty: 3218.809082
	Iteration 20F: 3 clusters Score -4975488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49439 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -4975490.000000 Penalty: 3218.809082
	Iteration 21Q: 3 clusters Score -4975490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49443 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -4975505.500000 Penalty: 3218.809082
	Iteration 22Q: 3 clusters Score -4975506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49447 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4975509.000000 Penalty: 3218.809082
	Iteration 23Q: 3 clusters Score -4975509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49451 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4975523.000000 Penalty: 3218.809082
	Iteration 24Q: 3 clusters Score -4975523 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49458 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -4975535.000000 Penalty: 3218.809082
	Iteration 25Q: 3 clusters Score -4975535 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49464 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -4975555.500000 Penalty: 3218.809082
	Iteration 26Q: 3 clusters Score -4975556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49464 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -4975558.500000 Penalty: 3218.809082
	Iteration 27Q: 3 clusters Score -4975558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49467 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -4975565.000000 Penalty: 3218.809082
	Iteration 28Q: 3 clusters Score -4975565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49466 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4975567.500000 Penalty: 3218.809082
	Iteration 29Q: 3 clusters Score -4975568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49466 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4975567.500000 Penalty: 3218.809082
	Iteration 30F: 3 clusters Score -4975568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Entering Unmasked Estep 
Score: -383151.093750 Penalty: 1239.093750
	Iteration 0F: 2 clusters Score -383151.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -379981.625000 Penalty: 2478.187500
	Iteration 0F: 3 clusters Score -379981.6 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -380916.437500 Penalty: 2478.187500
	Iteration 1F: 3 clusters Score -380916.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -381124.718750 Penalty: 2478.187500
	Iteration 2F: 3 clusters Score -381124.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -381250.218750 Penalty: 2478.187500
	Iteration 3F: 3 clusters Score -381250.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -381351.531250 Penalty: 2478.187500
	Iteration 4Q: 3 clusters Score -381351.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -381417.593750 Penalty: 2478.187500
	Iteration 5Q: 3 clusters Score -381417.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -381480.375000 Penalty: 2478.187500
	Iteration 6Q: 3 clusters Score -381480.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -381523.812500 Penalty: 2478.187500
	Iteration 7Q: 3 clusters Score -381523.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -381562.812500 Penalty: 2478.187500
	Iteration 8Q: 3 clusters Score -381562.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -381602.656250 Penalty: 2478.187500
	Iteration 9Q: 3 clusters Score -381602.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -381646.843750 Penalty: 2478.187500
	Iteration 10Q: 3 clusters Score -381646.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -381689.718750 Penalty: 2478.187500
	Iteration 11Q: 3 clusters Score -381689.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -381723.531250 Penalty: 2478.187500
	Iteration 12Q: 3 clusters Score -381723.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -381751.312500 Penalty: 2478.187500
	Iteration 13Q: 3 clusters Score -381751.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -381787.875000 Penalty: 2478.187500
	Iteration 14Q: 3 clusters Score -381787.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -381824.031250 Penalty: 2478.187500
	Iteration 15Q: 3 clusters Score -381824 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -381856.156250 Penalty: 2478.187500
	Iteration 16Q: 3 clusters Score -381856.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -381881.125000 Penalty: 2478.187500
	Iteration 17Q: 3 clusters Score -381881.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -381912.812500 Penalty: 2478.187500
	Iteration 18Q: 3 clusters Score -381912.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -381944.125000 Penalty: 2478.187500
	Iteration 19Q: 3 clusters Score -381944.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -381973.906250 Penalty: 2478.187500
	Iteration 20F: 3 clusters Score -381973.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -382003.875000 Penalty: 2478.187500
	Iteration 21Q: 3 clusters Score -382003.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -382029.718750 Penalty: 2478.187500
	Iteration 22Q: 3 clusters Score -382029.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -382051.593750 Penalty: 2478.187500
	Iteration 23Q: 3 clusters Score -382051.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -382070.156250 Penalty: 2478.187500
	Iteration 24Q: 3 clusters Score -382070.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -382086.406250 Penalty: 2478.187500
	Iteration 25Q: 3 clusters Score -382086.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -382098.156250 Penalty: 2478.187500
	Iteration 26Q: 3 clusters Score -382098.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -382112.875000 Penalty: 2478.187500
	Iteration 27Q: 3 clusters Score -382112.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -382125.937500 Penalty: 2478.187500
	Iteration 28Q: 3 clusters Score -382125.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -382144.093750 Penalty: 2478.187500
	Iteration 29Q: 3 clusters Score -382144.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -382157.406250 Penalty: 2478.187500
	Iteration 30Q: 3 clusters Score -382157.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -382168.343750 Penalty: 2478.187500
	Iteration 31Q: 3 clusters Score -382168.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -382179.906250 Penalty: 2478.187500
	Iteration 32Q: 3 clusters Score -382179.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -382191.000000 Penalty: 2478.187500
	Iteration 33Q: 3 clusters Score -382191 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -382196.875000 Penalty: 2478.187500
	Iteration 34Q: 3 clusters Score -382196.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -382202.812500 Penalty: 2478.187500
	Iteration 35Q: 3 clusters Score -382202.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -382207.187500 Penalty: 2478.187500
	Iteration 36Q: 3 clusters Score -382207.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -382213.687500 Penalty: 2478.187500
	Iteration 37Q: 3 clusters Score -382213.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -382216.312500 Penalty: 2478.187500
	Iteration 38Q: 3 clusters Score -382216.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -382221.625000 Penalty: 2478.187500
	Iteration 39Q: 3 clusters Score -382221.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -382225.500000 Penalty: 2478.187500
	Iteration 40F: 3 clusters Score -382225.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -382229.093750 Penalty: 2478.187500
	Iteration 41Q: 3 clusters Score -382229.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -382233.312500 Penalty: 2478.187500
	Iteration 42Q: 3 clusters Score -382233.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -382235.031250 Penalty: 2478.187500
	Iteration 43Q: 3 clusters Score -382235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -382237.281250 Penalty: 2478.187500
	Iteration 44Q: 3 clusters Score -382237.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -382239.375000 Penalty: 2478.187500
	Iteration 45Q: 3 clusters Score -382239.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -382241.531250 Penalty: 2478.187500
	Iteration 46Q: 3 clusters Score -382241.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -382243.843750 Penalty: 2478.187500
	Iteration 47Q: 3 clusters Score -382243.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -382245.843750 Penalty: 2478.187500
	Iteration 48Q: 3 clusters Score -382245.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -382245.656250 Penalty: 2478.187500
	Iteration 49Q: 3 clusters Score -382245.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -382247.375000 Penalty: 2478.187500
	Iteration 50Q: 3 clusters Score -382247.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -382247.000000 Penalty: 2478.187500
	Iteration 51Q: 3 clusters Score -382247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -382247.000000 Penalty: 2478.187500
	Iteration 52F: 3 clusters Score -382247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Entering Unmasked Estep 
Score: -1026188.125000 Penalty: 1369.168457
	Iteration 0F: 2 clusters Score -1026188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1019519.187500 Penalty: 2738.336914
	Iteration 0F: 3 clusters Score -1019519 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1021819.437500 Penalty: 2738.336914
	Iteration 1F: 3 clusters Score -1021819 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1022120.812500 Penalty: 2738.336914
	Iteration 2F: 3 clusters Score -1022121 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1022321.750000 Penalty: 2738.336914
	Iteration 3Q: 3 clusters Score -1022322 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1022473.500000 Penalty: 2738.336914
	Iteration 4Q: 3 clusters Score -1022474 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1022601.437500 Penalty: 2738.336914
	Iteration 5Q: 3 clusters Score -1022601 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1022753.625000 Penalty: 2738.336914
	Iteration 6Q: 3 clusters Score -1022754 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1022949.000000 Penalty: 2738.336914
	Iteration 7Q: 3 clusters Score -1022949 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1023156.000000 Penalty: 2738.336914
	Iteration 8Q: 3 clusters Score -1023156 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1023366.250000 Penalty: 2738.336914
	Iteration 9Q: 3 clusters Score -1023366 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1023587.812500 Penalty: 2738.336914
	Iteration 10Q: 3 clusters Score -1023588 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1023844.375000 Penalty: 2738.336914
	Iteration 11Q: 3 clusters Score -1023844 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1024093.437500 Penalty: 2738.336914
	Iteration 12Q: 3 clusters Score -1024093 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1024290.125000 Penalty: 2738.336914
	Iteration 13Q: 3 clusters Score -1024290 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1024465.437500 Penalty: 2738.336914
	Iteration 14Q: 3 clusters Score -1024465 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1024656.500000 Penalty: 2738.336914
	Iteration 15Q: 3 clusters Score -1024656 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1024831.125000 Penalty: 2738.336914
	Iteration 16Q: 3 clusters Score -1024831 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1024997.187500 Penalty: 2738.336914
	Iteration 17Q: 3 clusters Score -1024997 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1025127.000000 Penalty: 2738.336914
	Iteration 18Q: 3 clusters Score -1025127 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1025218.500000 Penalty: 2738.336914
	Iteration 19Q: 3 clusters Score -1025218 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1025275.687500 Penalty: 2738.336914
	Iteration 20F: 3 clusters Score -1025276 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1025301.500000 Penalty: 2738.336914
	Iteration 21Q: 3 clusters Score -1025302 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1025325.437500 Penalty: 2738.336914
	Iteration 22Q: 3 clusters Score -1025325 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1025342.187500 Penalty: 2738.336914
	Iteration 23Q: 3 clusters Score -1025342 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1025356.500000 Penalty: 2738.336914
	Iteration 24Q: 3 clusters Score -1025356 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1025372.812500 Penalty: 2738.336914
	Iteration 25Q: 3 clusters Score -1025373 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1025379.312500 Penalty: 2738.336914
	Iteration 26Q: 3 clusters Score -1025379 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1025386.375000 Penalty: 2738.336914
	Iteration 27Q: 3 clusters Score -1025386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1025392.375000 Penalty: 2738.336914
	Iteration 28Q: 3 clusters Score -1025392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1025401.375000 Penalty: 2738.336914
	Iteration 29Q: 3 clusters Score -1025401 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1025411.875000 Penalty: 2738.336914
	Iteration 30Q: 3 clusters Score -1025412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1025414.312500 Penalty: 2738.336914
	Iteration 31Q: 3 clusters Score -1025414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1025419.687500 Penalty: 2738.336914
	Iteration 32Q: 3 clusters Score -1025420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1025423.687500 Penalty: 2738.336914
	Iteration 33Q: 3 clusters Score -1025424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1025425.187500 Penalty: 2738.336914
	Iteration 34Q: 3 clusters Score -1025425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1025425.687500 Penalty: 2738.336914
	Iteration 35Q: 3 clusters Score -1025426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1025425.687500 Penalty: 2738.336914
	Iteration 36Q: 3 clusters Score -1025426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1025427.687500 Penalty: 2738.336914
	Iteration 37Q: 3 clusters Score -1025428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1025427.687500 Penalty: 2738.336914
	Iteration 38F: 3 clusters Score -1025428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Entering Unmasked Estep 
Score: -144750.781250 Penalty: 1110.719116
	Iteration 0F: 2 clusters Score -144750.8 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 908 members 
Entering Unmasked Estep 
Score: -143077.078125 Penalty: 2221.438232
	Iteration 0F: 3 clusters Score -143077.1 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -143565.359375 Penalty: 2221.438232
	Iteration 1F: 3 clusters Score -143565.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -143738.140625 Penalty: 2221.438232
	Iteration 2F: 3 clusters Score -143738.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -143851.875000 Penalty: 2221.438232
	Iteration 3F: 3 clusters Score -143851.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -143934.953125 Penalty: 2221.438232
	Iteration 4Q: 3 clusters Score -143935 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -143985.968750 Penalty: 2221.438232
	Iteration 5Q: 3 clusters Score -143986 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -144025.312500 Penalty: 2221.438232
	Iteration 6Q: 3 clusters Score -144025.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -144047.828125 Penalty: 2221.438232
	Iteration 7Q: 3 clusters Score -144047.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -144064.265625 Penalty: 2221.438232
	Iteration 8Q: 3 clusters Score -144064.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -144082.031250 Penalty: 2221.438232
	Iteration 9Q: 3 clusters Score -144082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -144092.734375 Penalty: 2221.438232
	Iteration 10Q: 3 clusters Score -144092.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -144103.312500 Penalty: 2221.438232
	Iteration 11Q: 3 clusters Score -144103.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -144112.625000 Penalty: 2221.438232
	Iteration 12Q: 3 clusters Score -144112.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -144115.468750 Penalty: 2221.438232
	Iteration 13Q: 3 clusters Score -144115.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -144115.984375 Penalty: 2221.438232
	Iteration 14Q: 3 clusters Score -144116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -144115.984375 Penalty: 2221.438232
	Iteration 15F: 3 clusters Score -144116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Entering Unmasked Estep 
Score: -509581.062500 Penalty: 1278.175049
	Iteration 0F: 2 clusters Score -509581.1 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 2691 members 
Entering Unmasked Estep 
Score: -505591.906250 Penalty: 2556.350098
	Iteration 0F: 3 clusters Score -505591.9 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -506805.218750 Penalty: 2556.350098
	Iteration 1F: 3 clusters Score -506805.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -507013.812500 Penalty: 2556.350098
	Iteration 2F: 3 clusters Score -507013.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -507135.437500 Penalty: 2556.350098
	Iteration 3Q: 3 clusters Score -507135.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -507227.343750 Penalty: 2556.350098
	Iteration 4Q: 3 clusters Score -507227.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -507298.562500 Penalty: 2556.350098
	Iteration 5Q: 3 clusters Score -507298.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -507368.156250 Penalty: 2556.350098
	Iteration 6Q: 3 clusters Score -507368.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -507431.562500 Penalty: 2556.350098
	Iteration 7Q: 3 clusters Score -507431.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -507493.218750 Penalty: 2556.350098
	Iteration 8Q: 3 clusters Score -507493.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -507555.093750 Penalty: 2556.350098
	Iteration 9Q: 3 clusters Score -507555.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -507617.343750 Penalty: 2556.350098
	Iteration 10Q: 3 clusters Score -507617.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -507682.187500 Penalty: 2556.350098
	Iteration 11Q: 3 clusters Score -507682.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -507747.031250 Penalty: 2556.350098
	Iteration 12Q: 3 clusters Score -507747 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -507812.062500 Penalty: 2556.350098
	Iteration 13Q: 3 clusters Score -507812.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -507882.812500 Penalty: 2556.350098
	Iteration 14Q: 3 clusters Score -507882.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -507937.656250 Penalty: 2556.350098
	Iteration 15Q: 3 clusters Score -507937.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -507975.875000 Penalty: 2556.350098
	Iteration 16Q: 3 clusters Score -507975.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -508012.218750 Penalty: 2556.350098
	Iteration 17Q: 3 clusters Score -508012.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -508043.031250 Penalty: 2556.350098
	Iteration 18Q: 3 clusters Score -508043 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -508078.968750 Penalty: 2556.350098
	Iteration 19Q: 3 clusters Score -508079 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -508110.750000 Penalty: 2556.350098
	Iteration 20F: 3 clusters Score -508110.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -508147.625000 Penalty: 2556.350098
	Iteration 21Q: 3 clusters Score -508147.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -508191.312500 Penalty: 2556.350098
	Iteration 22Q: 3 clusters Score -508191.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -508231.250000 Penalty: 2556.350098
	Iteration 23Q: 3 clusters Score -508231.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -508265.406250 Penalty: 2556.350098
	Iteration 24Q: 3 clusters Score -508265.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -508301.812500 Penalty: 2556.350098
	Iteration 25Q: 3 clusters Score -508301.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -508341.500000 Penalty: 2556.350098
	Iteration 26Q: 3 clusters Score -508341.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -508391.562500 Penalty: 2556.350098
	Iteration 27Q: 3 clusters Score -508391.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -508427.750000 Penalty: 2556.350098
	Iteration 28Q: 3 clusters Score -508427.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -508466.500000 Penalty: 2556.350098
	Iteration 29Q: 3 clusters Score -508466.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -508497.187500 Penalty: 2556.350098
	Iteration 30Q: 3 clusters Score -508497.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -508529.781250 Penalty: 2556.350098
	Iteration 31Q: 3 clusters Score -508529.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -508560.562500 Penalty: 2556.350098
	Iteration 32Q: 3 clusters Score -508560.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -508585.968750 Penalty: 2556.350098
	Iteration 33Q: 3 clusters Score -508586 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -508598.093750 Penalty: 2556.350098
	Iteration 34Q: 3 clusters Score -508598.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -508609.281250 Penalty: 2556.350098
	Iteration 35Q: 3 clusters Score -508609.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -508621.187500 Penalty: 2556.350098
	Iteration 36Q: 3 clusters Score -508621.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -508631.250000 Penalty: 2556.350098
	Iteration 37Q: 3 clusters Score -508631.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -508641.406250 Penalty: 2556.350098
	Iteration 38Q: 3 clusters Score -508641.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -508652.218750 Penalty: 2556.350098
	Iteration 39Q: 3 clusters Score -508652.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -508664.468750 Penalty: 2556.350098
	Iteration 40F: 3 clusters Score -508664.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -508682.375000 Penalty: 2556.350098
	Iteration 41Q: 3 clusters Score -508682.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -508695.656250 Penalty: 2556.350098
	Iteration 42Q: 3 clusters Score -508695.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -508707.906250 Penalty: 2556.350098
	Iteration 43Q: 3 clusters Score -508707.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -508721.843750 Penalty: 2556.350098
	Iteration 44Q: 3 clusters Score -508721.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -508730.406250 Penalty: 2556.350098
	Iteration 45Q: 3 clusters Score -508730.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -508737.343750 Penalty: 2556.350098
	Iteration 46Q: 3 clusters Score -508737.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -508741.343750 Penalty: 2556.350098
	Iteration 47Q: 3 clusters Score -508741.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -508746.312500 Penalty: 2556.350098
	Iteration 48Q: 3 clusters Score -508746.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -508752.656250 Penalty: 2556.350098
	Iteration 49Q: 3 clusters Score -508752.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -508762.281250 Penalty: 2556.350098
	Iteration 50Q: 3 clusters Score -508762.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -508771.812500 Penalty: 2556.350098
	Iteration 51Q: 3 clusters Score -508771.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -508781.031250 Penalty: 2556.350098
	Iteration 52Q: 3 clusters Score -508781 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -508789.406250 Penalty: 2556.350098
	Iteration 53Q: 3 clusters Score -508789.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -508797.687500 Penalty: 2556.350098
	Iteration 54Q: 3 clusters Score -508797.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -508803.812500 Penalty: 2556.350098
	Iteration 55Q: 3 clusters Score -508803.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -508808.187500 Penalty: 2556.350098
	Iteration 56Q: 3 clusters Score -508808.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -508812.906250 Penalty: 2556.350098
	Iteration 57Q: 3 clusters Score -508812.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -508819.562500 Penalty: 2556.350098
	Iteration 58Q: 3 clusters Score -508819.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -508823.156250 Penalty: 2556.350098
	Iteration 59Q: 3 clusters Score -508823.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -508825.906250 Penalty: 2556.350098
	Iteration 60F: 3 clusters Score -508825.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -508828.031250 Penalty: 2556.350098
	Iteration 61Q: 3 clusters Score -508828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -508830.531250 Penalty: 2556.350098
	Iteration 62Q: 3 clusters Score -508830.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -508831.250000 Penalty: 2556.350098
	Iteration 63Q: 3 clusters Score -508831.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -508831.281250 Penalty: 2556.350098
	Iteration 64Q: 3 clusters Score -508831.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -508833.781250 Penalty: 2556.350098
	Iteration 65Q: 3 clusters Score -508833.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -508833.781250 Penalty: 2556.350098
	Iteration 66F: 3 clusters Score -508833.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (40322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40322 members 
Entering Unmasked Estep 
Score: -4073600.250000 Penalty: 1577.972290
	Iteration 0F: 2 clusters Score -4073600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 20149 members 
Entering Unmasked Estep 
Score: -4047417.750000 Penalty: 3155.944580
	Iteration 0F: 3 clusters Score -4047418 nChanged 18495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -4057508.500000 Penalty: 3155.944580
	Iteration 1F: 3 clusters Score -4057508 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -4058075.750000 Penalty: 3155.944580
	Iteration 2Q: 3 clusters Score -4058076 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -4058566.500000 Penalty: 3155.944580
	Iteration 3Q: 3 clusters Score -4058566 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -4059031.000000 Penalty: 3155.944580
	Iteration 4Q: 3 clusters Score -4059031 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -4059500.000000 Penalty: 3155.944580
	Iteration 5Q: 3 clusters Score -4059500 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -4060016.750000 Penalty: 3155.944580
	Iteration 6Q: 3 clusters Score -4060017 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -4060728.000000 Penalty: 3155.944580
	Iteration 7Q: 3 clusters Score -4060728 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -4061690.500000 Penalty: 3155.944580
	Iteration 8Q: 3 clusters Score -4061690 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 23748 members 
Entering Unmasked Estep 
Score: -4062979.000000 Penalty: 3155.944580
	Iteration 9Q: 3 clusters Score -4062979 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 24798 members 
Entering Unmasked Estep 
Score: -4064851.750000 Penalty: 3155.944580
	Iteration 10F: 3 clusters Score -4064852 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 25720 members 
Entering Unmasked Estep 
Score: -4066704.250000 Penalty: 3155.944580
	Iteration 11F: 3 clusters Score -4066704 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
Score: -4068110.250000 Penalty: 3155.944580
	Iteration 12F: 3 clusters Score -4068110 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 27008 members 
Entering Unmasked Estep 
Score: -4068966.750000 Penalty: 3155.944580
	Iteration 13Q: 3 clusters Score -4068967 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
Score: -4069386.750000 Penalty: 3155.944580
	Iteration 14Q: 3 clusters Score -4069387 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 27800 members 
Entering Unmasked Estep 
Score: -4069653.250000 Penalty: 3155.944580
	Iteration 15Q: 3 clusters Score -4069653 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -4069841.250000 Penalty: 3155.944580
	Iteration 16Q: 3 clusters Score -4069841 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 28416 members 
Entering Unmasked Estep 
Score: -4069976.250000 Penalty: 3155.944580
	Iteration 17Q: 3 clusters Score -4069976 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 28697 members 
Entering Unmasked Estep 
Score: -4070078.500000 Penalty: 3155.944580
	Iteration 18Q: 3 clusters Score -4070078 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 28957 members 
Entering Unmasked Estep 
Score: -4070181.500000 Penalty: 3155.944580
	Iteration 19Q: 3 clusters Score -4070182 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 29203 members 
Entering Unmasked Estep 
Score: -4070261.500000 Penalty: 3155.944580
	Iteration 20F: 3 clusters Score -4070262 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 29470 members 
Entering Unmasked Estep 
Score: -4070323.750000 Penalty: 3155.944580
	Iteration 21Q: 3 clusters Score -4070324 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 29741 members 
Entering Unmasked Estep 
Score: -4070389.500000 Penalty: 3155.944580
	Iteration 22Q: 3 clusters Score -4070390 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 30014 members 
Entering Unmasked Estep 
Score: -4070445.750000 Penalty: 3155.944580
	Iteration 23Q: 3 clusters Score -4070446 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 30259 members 
Entering Unmasked Estep 
Score: -4070506.000000 Penalty: 3155.944580
	Iteration 24Q: 3 clusters Score -4070506 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 30520 members 
Entering Unmasked Estep 
Score: -4070560.000000 Penalty: 3155.944580
	Iteration 25Q: 3 clusters Score -4070560 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 30792 members 
Entering Unmasked Estep 
Score: -4070633.000000 Penalty: 3155.944580
	Iteration 26Q: 3 clusters Score -4070633 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 31044 members 
Entering Unmasked Estep 
Score: -4070709.500000 Penalty: 3155.944580
	Iteration 27Q: 3 clusters Score -4070710 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 31282 members 
Entering Unmasked Estep 
Score: -4070732.000000 Penalty: 3155.944580
	Iteration 28Q: 3 clusters Score -4070732 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 31534 members 
Entering Unmasked Estep 
Score: -4070807.500000 Penalty: 3155.944580
	Iteration 29Q: 3 clusters Score -4070808 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 31765 members 
Entering Unmasked Estep 
Score: -4070857.750000 Penalty: 3155.944580
	Iteration 30Q: 3 clusters Score -4070858 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 32012 members 
Entering Unmasked Estep 
Score: -4070903.750000 Penalty: 3155.944580
	Iteration 31Q: 3 clusters Score -4070904 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 32264 members 
Entering Unmasked Estep 
Score: -4070961.000000 Penalty: 3155.944580
	Iteration 32Q: 3 clusters Score -4070961 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 32524 members 
Entering Unmasked Estep 
Score: -4071024.000000 Penalty: 3155.944580
	Iteration 33Q: 3 clusters Score -4071024 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 32776 members 
Entering Unmasked Estep 
Score: -4071081.750000 Penalty: 3155.944580
	Iteration 34Q: 3 clusters Score -4071082 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 33029 members 
Entering Unmasked Estep 
Score: -4071134.250000 Penalty: 3155.944580
	Iteration 35Q: 3 clusters Score -4071134 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 33261 members 
Entering Unmasked Estep 
Score: -4071205.500000 Penalty: 3155.944580
	Iteration 36Q: 3 clusters Score -4071206 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 33493 members 
Entering Unmasked Estep 
Score: -4071257.500000 Penalty: 3155.944580
	Iteration 37Q: 3 clusters Score -4071258 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 33710 members 
Entering Unmasked Estep 
Score: -4071296.750000 Penalty: 3155.944580
	Iteration 38Q: 3 clusters Score -4071297 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 33928 members 
Entering Unmasked Estep 
Score: -4071357.750000 Penalty: 3155.944580
	Iteration 39Q: 3 clusters Score -4071358 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 34133 members 
Entering Unmasked Estep 
Score: -4071409.250000 Penalty: 3155.944580
	Iteration 40F: 3 clusters Score -4071409 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 34331 members 
Entering Unmasked Estep 
Score: -4071480.250000 Penalty: 3155.944580
	Iteration 41Q: 3 clusters Score -4071480 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 34505 members 
Entering Unmasked Estep 
Score: -4071520.250000 Penalty: 3155.944580
	Iteration 42Q: 3 clusters Score -4071520 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 34654 members 
Entering Unmasked Estep 
Score: -4071569.000000 Penalty: 3155.944580
	Iteration 43Q: 3 clusters Score -4071569 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 34808 members 
Entering Unmasked Estep 
Score: -4071592.000000 Penalty: 3155.944580
	Iteration 44Q: 3 clusters Score -4071592 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 34960 members 
Entering Unmasked Estep 
Score: -4071626.000000 Penalty: 3155.944580
	Iteration 45Q: 3 clusters Score -4071626 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 35112 members 
Entering Unmasked Estep 
Score: -4071662.750000 Penalty: 3155.944580
	Iteration 46Q: 3 clusters Score -4071663 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 35263 members 
Entering Unmasked Estep 
Score: -4071722.750000 Penalty: 3155.944580
	Iteration 47Q: 3 clusters Score -4071723 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 35416 members 
Entering Unmasked Estep 
Score: -4071762.250000 Penalty: 3155.944580
	Iteration 48Q: 3 clusters Score -4071762 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 35567 members 
Entering Unmasked Estep 
Score: -4071802.500000 Penalty: 3155.944580
	Iteration 49Q: 3 clusters Score -4071802 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 35722 members 
Entering Unmasked Estep 
Score: -4071840.250000 Penalty: 3155.944580
	Iteration 50Q: 3 clusters Score -4071840 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 35872 members 
Entering Unmasked Estep 
Score: -4071871.250000 Penalty: 3155.944580
	Iteration 51Q: 3 clusters Score -4071871 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 36001 members 
Entering Unmasked Estep 
Score: -4071916.000000 Penalty: 3155.944580
	Iteration 52Q: 3 clusters Score -4071916 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 36115 members 
Entering Unmasked Estep 
Score: -4071948.750000 Penalty: 3155.944580
	Iteration 53Q: 3 clusters Score -4071949 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 36219 members 
Entering Unmasked Estep 
Score: -4071989.250000 Penalty: 3155.944580
	Iteration 54Q: 3 clusters Score -4071989 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 36335 members 
Entering Unmasked Estep 
Score: -4072038.250000 Penalty: 3155.944580
	Iteration 55Q: 3 clusters Score -4072038 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 36440 members 
Entering Unmasked Estep 
Score: -4072075.500000 Penalty: 3155.944580
	Iteration 56Q: 3 clusters Score -4072076 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 36557 members 
Entering Unmasked Estep 
Score: -4072126.000000 Penalty: 3155.944580
	Iteration 57Q: 3 clusters Score -4072126 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 36665 members 
Entering Unmasked Estep 
Score: -4072164.500000 Penalty: 3155.944580
	Iteration 58Q: 3 clusters Score -4072164 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 36766 members 
Entering Unmasked Estep 
Score: -4072216.000000 Penalty: 3155.944580
	Iteration 59Q: 3 clusters Score -4072216 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 36865 members 
Entering Unmasked Estep 
Score: -4072234.750000 Penalty: 3155.944580
	Iteration 60F: 3 clusters Score -4072235 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 36956 members 
Entering Unmasked Estep 
Score: -4072264.000000 Penalty: 3155.944580
	Iteration 61Q: 3 clusters Score -4072264 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 37036 members 
Entering Unmasked Estep 
Score: -4072289.250000 Penalty: 3155.944580
	Iteration 62Q: 3 clusters Score -4072289 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 37089 members 
Entering Unmasked Estep 
Score: -4072327.250000 Penalty: 3155.944580
	Iteration 63Q: 3 clusters Score -4072327 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 37150 members 
Entering Unmasked Estep 
Score: -4072337.500000 Penalty: 3155.944580
	Iteration 64Q: 3 clusters Score -4072338 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 37215 members 
Entering Unmasked Estep 
Score: -4072364.000000 Penalty: 3155.944580
	Iteration 65Q: 3 clusters Score -4072364 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 37273 members 
Entering Unmasked Estep 
Score: -4072375.750000 Penalty: 3155.944580
	Iteration 66Q: 3 clusters Score -4072376 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 37313 members 
Entering Unmasked Estep 
Score: -4072392.750000 Penalty: 3155.944580
	Iteration 67Q: 3 clusters Score -4072393 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 37350 members 
Entering Unmasked Estep 
Score: -4072400.750000 Penalty: 3155.944580
	Iteration 68Q: 3 clusters Score -4072401 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 37376 members 
Entering Unmasked Estep 
Score: -4072408.250000 Penalty: 3155.944580
	Iteration 69Q: 3 clusters Score -4072408 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 37413 members 
Entering Unmasked Estep 
Score: -4072410.000000 Penalty: 3155.944580
	Iteration 70Q: 3 clusters Score -4072410 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 37451 members 
Entering Unmasked Estep 
Score: -4072432.000000 Penalty: 3155.944580
	Iteration 71Q: 3 clusters Score -4072432 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 37496 members 
Entering Unmasked Estep 
Score: -4072444.000000 Penalty: 3155.944580
	Iteration 72Q: 3 clusters Score -4072444 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 37534 members 
Entering Unmasked Estep 
Score: -4072464.000000 Penalty: 3155.944580
	Iteration 73Q: 3 clusters Score -4072464 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 37578 members 
Entering Unmasked Estep 
Score: -4072486.250000 Penalty: 3155.944580
	Iteration 74Q: 3 clusters Score -4072486 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 37608 members 
Entering Unmasked Estep 
Score: -4072489.500000 Penalty: 3155.944580
	Iteration 75Q: 3 clusters Score -4072490 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 37626 members 
Entering Unmasked Estep 
Score: -4072493.000000 Penalty: 3155.944580
	Iteration 76Q: 3 clusters Score -4072493 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 37643 members 
Entering Unmasked Estep 
Score: -4072497.750000 Penalty: 3155.944580
	Iteration 77Q: 3 clusters Score -4072498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 37654 members 
Entering Unmasked Estep 
Score: -4072501.500000 Penalty: 3155.944580
	Iteration 78Q: 3 clusters Score -4072502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 37659 members 
Entering Unmasked Estep 
Score: -4072494.500000 Penalty: 3155.944580
	Iteration 79Q: 3 clusters Score -4072494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 37665 members 
Entering Unmasked Estep 
Score: -4072499.250000 Penalty: 3155.944580
	Iteration 80F: 3 clusters Score -4072499 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 37675 members 
Entering Unmasked Estep 
Score: -4072505.000000 Penalty: 3155.944580
	Iteration 81Q: 3 clusters Score -4072505 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 37687 members 
Entering Unmasked Estep 
Score: -4072504.750000 Penalty: 3155.944580
	Iteration 82Q: 3 clusters Score -4072505 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 37699 members 
Entering Unmasked Estep 
Score: -4072509.000000 Penalty: 3155.944580
	Iteration 83Q: 3 clusters Score -4072509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 37705 members 
Entering Unmasked Estep 
Score: -4072508.000000 Penalty: 3155.944580
	Iteration 84Q: 3 clusters Score -4072508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 37715 members 
Entering Unmasked Estep 
Score: -4072513.000000 Penalty: 3155.944580
	Iteration 85Q: 3 clusters Score -4072513 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 37723 members 
Entering Unmasked Estep 
Score: -4072523.000000 Penalty: 3155.944580
	Iteration 86Q: 3 clusters Score -4072523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 37728 members 
Entering Unmasked Estep 
Score: -4072522.500000 Penalty: 3155.944580
	Iteration 87Q: 3 clusters Score -4072522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 37729 members 
Entering Unmasked Estep 
Score: -4072522.250000 Penalty: 3155.944580
	Iteration 88Q: 3 clusters Score -4072522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 37729 members 
Entering Unmasked Estep 
Score: -4072522.250000 Penalty: 3155.944580
	Iteration 89F: 3 clusters Score -4072522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Entering Unmasked Estep 
Score: -869977.250000 Penalty: 1344.554932
	Iteration 0F: 2 clusters Score -869977.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -864183.562500 Penalty: 2689.109863
	Iteration 0F: 3 clusters Score -864183.6 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -865980.062500 Penalty: 2689.109863
	Iteration 1F: 3 clusters Score -865980.1 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -866240.250000 Penalty: 2689.109863
	Iteration 2F: 3 clusters Score -866240.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -866436.375000 Penalty: 2689.109863
	Iteration 3Q: 3 clusters Score -866436.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -866573.250000 Penalty: 2689.109863
	Iteration 4Q: 3 clusters Score -866573.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -866690.125000 Penalty: 2689.109863
	Iteration 5Q: 3 clusters Score -866690.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -866826.000000 Penalty: 2689.109863
	Iteration 6Q: 3 clusters Score -866826 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -866978.937500 Penalty: 2689.109863
	Iteration 7Q: 3 clusters Score -866978.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -867122.062500 Penalty: 2689.109863
	Iteration 8Q: 3 clusters Score -867122.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -867303.937500 Penalty: 2689.109863
	Iteration 9Q: 3 clusters Score -867303.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -867496.312500 Penalty: 2689.109863
	Iteration 10Q: 3 clusters Score -867496.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -867733.437500 Penalty: 2689.109863
	Iteration 11Q: 3 clusters Score -867733.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -867963.812500 Penalty: 2689.109863
	Iteration 12Q: 3 clusters Score -867963.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -868157.937500 Penalty: 2689.109863
	Iteration 13Q: 3 clusters Score -868157.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -868355.000000 Penalty: 2689.109863
	Iteration 14Q: 3 clusters Score -868355 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -868514.812500 Penalty: 2689.109863
	Iteration 15Q: 3 clusters Score -868514.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -868617.750000 Penalty: 2689.109863
	Iteration 16Q: 3 clusters Score -868617.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -868682.937500 Penalty: 2689.109863
	Iteration 17Q: 3 clusters Score -868682.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -868734.937500 Penalty: 2689.109863
	Iteration 18Q: 3 clusters Score -868734.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -868775.250000 Penalty: 2689.109863
	Iteration 19Q: 3 clusters Score -868775.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -868815.937500 Penalty: 2689.109863
	Iteration 20F: 3 clusters Score -868815.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -868848.750000 Penalty: 2689.109863
	Iteration 21Q: 3 clusters Score -868848.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -868871.312500 Penalty: 2689.109863
	Iteration 22Q: 3 clusters Score -868871.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -868898.250000 Penalty: 2689.109863
	Iteration 23Q: 3 clusters Score -868898.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -868918.250000 Penalty: 2689.109863
	Iteration 24Q: 3 clusters Score -868918.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -868941.250000 Penalty: 2689.109863
	Iteration 25Q: 3 clusters Score -868941.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -868957.500000 Penalty: 2689.109863
	Iteration 26Q: 3 clusters Score -868957.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -868961.812500 Penalty: 2689.109863
	Iteration 27Q: 3 clusters Score -868961.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -868970.500000 Penalty: 2689.109863
	Iteration 28Q: 3 clusters Score -868970.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -868979.687500 Penalty: 2689.109863
	Iteration 29Q: 3 clusters Score -868979.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -868990.000000 Penalty: 2689.109863
	Iteration 30Q: 3 clusters Score -868990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -868992.750000 Penalty: 2689.109863
	Iteration 31Q: 3 clusters Score -868992.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -868995.875000 Penalty: 2689.109863
	Iteration 32Q: 3 clusters Score -868995.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -868995.812500 Penalty: 2689.109863
	Iteration 33Q: 3 clusters Score -868995.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -868995.812500 Penalty: 2689.109863
	Iteration 34F: 3 clusters Score -868995.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (20137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Entering Unmasked Estep 
Score: -1936386.875000 Penalty: 1474.654785
	Iteration 0F: 2 clusters Score -1936387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1923243.125000 Penalty: 2949.309570
	Iteration 0F: 3 clusters Score -1923243 nChanged 8745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1928019.000000 Penalty: 2949.309570
	Iteration 1F: 3 clusters Score -1928019 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1928500.500000 Penalty: 2949.309570
	Iteration 2F: 3 clusters Score -1928500 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1928924.125000 Penalty: 2949.309570
	Iteration 3F: 3 clusters Score -1928924 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1929322.750000 Penalty: 2949.309570
	Iteration 4Q: 3 clusters Score -1929323 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1929711.625000 Penalty: 2949.309570
	Iteration 5Q: 3 clusters Score -1929712 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1930094.000000 Penalty: 2949.309570
	Iteration 6Q: 3 clusters Score -1930094 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1930503.125000 Penalty: 2949.309570
	Iteration 7Q: 3 clusters Score -1930503 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -1930936.750000 Penalty: 2949.309570
	Iteration 8Q: 3 clusters Score -1930937 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -1931339.625000 Penalty: 2949.309570
	Iteration 9Q: 3 clusters Score -1931340 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -1931771.250000 Penalty: 2949.309570
	Iteration 10Q: 3 clusters Score -1931771 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -1932203.500000 Penalty: 2949.309570
	Iteration 11Q: 3 clusters Score -1932204 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -1932594.750000 Penalty: 2949.309570
	Iteration 12Q: 3 clusters Score -1932595 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -1932929.000000 Penalty: 2949.309570
	Iteration 13Q: 3 clusters Score -1932929 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -1933258.000000 Penalty: 2949.309570
	Iteration 14Q: 3 clusters Score -1933258 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -1933547.625000 Penalty: 2949.309570
	Iteration 15Q: 3 clusters Score -1933548 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -1933818.375000 Penalty: 2949.309570
	Iteration 16Q: 3 clusters Score -1933818 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -1934074.375000 Penalty: 2949.309570
	Iteration 17Q: 3 clusters Score -1934074 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -1934297.750000 Penalty: 2949.309570
	Iteration 18Q: 3 clusters Score -1934298 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -1934447.500000 Penalty: 2949.309570
	Iteration 19Q: 3 clusters Score -1934448 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -1934588.250000 Penalty: 2949.309570
	Iteration 20F: 3 clusters Score -1934588 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -1934713.750000 Penalty: 2949.309570
	Iteration 21Q: 3 clusters Score -1934714 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -1934822.375000 Penalty: 2949.309570
	Iteration 22Q: 3 clusters Score -1934822 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -1934926.125000 Penalty: 2949.309570
	Iteration 23Q: 3 clusters Score -1934926 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -1935010.000000 Penalty: 2949.309570
	Iteration 24Q: 3 clusters Score -1935010 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -1935093.250000 Penalty: 2949.309570
	Iteration 25Q: 3 clusters Score -1935093 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -1935151.875000 Penalty: 2949.309570
	Iteration 26Q: 3 clusters Score -1935152 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -1935221.250000 Penalty: 2949.309570
	Iteration 27Q: 3 clusters Score -1935221 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -1935273.000000 Penalty: 2949.309570
	Iteration 28Q: 3 clusters Score -1935273 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -1935318.875000 Penalty: 2949.309570
	Iteration 29Q: 3 clusters Score -1935319 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -1935359.750000 Penalty: 2949.309570
	Iteration 30Q: 3 clusters Score -1935360 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -1935400.375000 Penalty: 2949.309570
	Iteration 31Q: 3 clusters Score -1935400 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -1935427.375000 Penalty: 2949.309570
	Iteration 32Q: 3 clusters Score -1935427 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -1935452.500000 Penalty: 2949.309570
	Iteration 33Q: 3 clusters Score -1935452 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -1935469.375000 Penalty: 2949.309570
	Iteration 34Q: 3 clusters Score -1935469 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -1935483.625000 Penalty: 2949.309570
	Iteration 35Q: 3 clusters Score -1935484 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -1935495.500000 Penalty: 2949.309570
	Iteration 36Q: 3 clusters Score -1935496 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -1935507.500000 Penalty: 2949.309570
	Iteration 37Q: 3 clusters Score -1935508 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -1935507.375000 Penalty: 2949.309570
	Iteration 38Q: 3 clusters Score -1935507 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -1935514.000000 Penalty: 2949.309570
	Iteration 39Q: 3 clusters Score -1935514 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -1935516.625000 Penalty: 2949.309570
	Iteration 40F: 3 clusters Score -1935517 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -1935526.750000 Penalty: 2949.309570
	Iteration 41Q: 3 clusters Score -1935527 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -1935532.250000 Penalty: 2949.309570
	Iteration 42Q: 3 clusters Score -1935532 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -1935536.000000 Penalty: 2949.309570
	Iteration 43Q: 3 clusters Score -1935536 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -1935539.375000 Penalty: 2949.309570
	Iteration 44Q: 3 clusters Score -1935539 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -1935546.875000 Penalty: 2949.309570
	Iteration 45Q: 3 clusters Score -1935547 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -1935553.125000 Penalty: 2949.309570
	Iteration 46Q: 3 clusters Score -1935553 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -1935560.875000 Penalty: 2949.309570
	Iteration 47Q: 3 clusters Score -1935561 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -1935566.375000 Penalty: 2949.309570
	Iteration 48Q: 3 clusters Score -1935566 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -1935571.875000 Penalty: 2949.309570
	Iteration 49Q: 3 clusters Score -1935572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -1935575.125000 Penalty: 2949.309570
	Iteration 50Q: 3 clusters Score -1935575 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -1935579.625000 Penalty: 2949.309570
	Iteration 51Q: 3 clusters Score -1935580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -1935587.375000 Penalty: 2949.309570
	Iteration 52Q: 3 clusters Score -1935587 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -1935591.750000 Penalty: 2949.309570
	Iteration 53Q: 3 clusters Score -1935592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -1935595.750000 Penalty: 2949.309570
	Iteration 54Q: 3 clusters Score -1935596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -1935597.750000 Penalty: 2949.309570
	Iteration 55Q: 3 clusters Score -1935598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -1935603.375000 Penalty: 2949.309570
	Iteration 56Q: 3 clusters Score -1935603 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -1935602.375000 Penalty: 2949.309570
	Iteration 57Q: 3 clusters Score -1935602 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -1935607.500000 Penalty: 2949.309570
	Iteration 58Q: 3 clusters Score -1935608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -1935614.250000 Penalty: 2949.309570
	Iteration 59Q: 3 clusters Score -1935614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -1935619.500000 Penalty: 2949.309570
	Iteration 60F: 3 clusters Score -1935620 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -1935626.750000 Penalty: 2949.309570
	Iteration 61Q: 3 clusters Score -1935627 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -1935629.750000 Penalty: 2949.309570
	Iteration 62Q: 3 clusters Score -1935630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -1935635.875000 Penalty: 2949.309570
	Iteration 63Q: 3 clusters Score -1935636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -1935639.125000 Penalty: 2949.309570
	Iteration 64Q: 3 clusters Score -1935639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -1935641.875000 Penalty: 2949.309570
	Iteration 65Q: 3 clusters Score -1935642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -1935642.250000 Penalty: 2949.309570
	Iteration 66Q: 3 clusters Score -1935642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -1935642.750000 Penalty: 2949.309570
	Iteration 67Q: 3 clusters Score -1935643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -1935642.375000 Penalty: 2949.309570
	Iteration 68Q: 3 clusters Score -1935642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -1935643.250000 Penalty: 2949.309570
	Iteration 69Q: 3 clusters Score -1935643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -1935643.250000 Penalty: 2949.309570
	Iteration 70Q: 3 clusters Score -1935643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -1935645.875000 Penalty: 2949.309570
	Iteration 71Q: 3 clusters Score -1935646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -1935647.000000 Penalty: 2949.309570
	Iteration 72Q: 3 clusters Score -1935647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -1935649.375000 Penalty: 2949.309570
	Iteration 73Q: 3 clusters Score -1935649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -1935648.000000 Penalty: 2949.309570
	Iteration 74Q: 3 clusters Score -1935648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -1935649.000000 Penalty: 2949.309570
	Iteration 75Q: 3 clusters Score -1935649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -1935648.625000 Penalty: 2949.309570
	Iteration 76Q: 3 clusters Score -1935649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -1935649.375000 Penalty: 2949.309570
	Iteration 77Q: 3 clusters Score -1935649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -1935648.625000 Penalty: 2949.309570
	Iteration 78Q: 3 clusters Score -1935649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -1935649.875000 Penalty: 2949.309570
	Iteration 79Q: 3 clusters Score -1935650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -1935652.000000 Penalty: 2949.309570
	Iteration 80F: 3 clusters Score -1935652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -1935652.750000 Penalty: 2949.309570
	Iteration 81Q: 3 clusters Score -1935653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -1935652.750000 Penalty: 2949.309570
	Iteration 82F: 3 clusters Score -1935653 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (16350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Entering Unmasked Estep 
Score: -1713651.125000 Penalty: 1443.655151
	Iteration 0F: 2 clusters Score -1713651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1702757.500000 Penalty: 2887.310303
	Iteration 0F: 3 clusters Score -1702758 nChanged 7228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1706526.750000 Penalty: 2887.310303
	Iteration 1F: 3 clusters Score -1706527 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1706900.500000 Penalty: 2887.310303
	Iteration 2F: 3 clusters Score -1706900 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1707180.250000 Penalty: 2887.310303
	Iteration 3Q: 3 clusters Score -1707180 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1707456.500000 Penalty: 2887.310303
	Iteration 4Q: 3 clusters Score -1707456 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1707713.125000 Penalty: 2887.310303
	Iteration 5Q: 3 clusters Score -1707713 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1708069.875000 Penalty: 2887.310303
	Iteration 6Q: 3 clusters Score -1708070 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1708482.000000 Penalty: 2887.310303
	Iteration 7Q: 3 clusters Score -1708482 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1708967.750000 Penalty: 2887.310303
	Iteration 8Q: 3 clusters Score -1708968 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1709602.875000 Penalty: 2887.310303
	Iteration 9F: 3 clusters Score -1709603 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1710341.375000 Penalty: 2887.310303
	Iteration 10F: 3 clusters Score -1710341 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1711087.750000 Penalty: 2887.310303
	Iteration 11F: 3 clusters Score -1711088 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1711712.500000 Penalty: 2887.310303
	Iteration 12Q: 3 clusters Score -1711712 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1712080.750000 Penalty: 2887.310303
	Iteration 13Q: 3 clusters Score -1712081 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1712310.375000 Penalty: 2887.310303
	Iteration 14Q: 3 clusters Score -1712310 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1712435.125000 Penalty: 2887.310303
	Iteration 15Q: 3 clusters Score -1712435 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1712499.625000 Penalty: 2887.310303
	Iteration 16Q: 3 clusters Score -1712500 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1712534.125000 Penalty: 2887.310303
	Iteration 17Q: 3 clusters Score -1712534 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1712569.125000 Penalty: 2887.310303
	Iteration 18Q: 3 clusters Score -1712569 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1712593.500000 Penalty: 2887.310303
	Iteration 19Q: 3 clusters Score -1712594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1712605.500000 Penalty: 2887.310303
	Iteration 20F: 3 clusters Score -1712606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1712613.250000 Penalty: 2887.310303
	Iteration 21Q: 3 clusters Score -1712613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1712615.750000 Penalty: 2887.310303
	Iteration 22Q: 3 clusters Score -1712616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1712628.375000 Penalty: 2887.310303
	Iteration 23Q: 3 clusters Score -1712628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1712633.250000 Penalty: 2887.310303
	Iteration 24Q: 3 clusters Score -1712633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1712641.375000 Penalty: 2887.310303
	Iteration 25Q: 3 clusters Score -1712641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1712642.125000 Penalty: 2887.310303
	Iteration 26Q: 3 clusters Score -1712642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1712641.375000 Penalty: 2887.310303
	Iteration 27Q: 3 clusters Score -1712641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1712642.250000 Penalty: 2887.310303
	Iteration 28Q: 3 clusters Score -1712642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1712642.250000 Penalty: 2887.310303
	Iteration 29F: 3 clusters Score -1712642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (38079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38079 members 
Entering Unmasked Estep 
Score: -3953955.750000 Penalty: 1569.455933
	Iteration 0F: 2 clusters Score -3953956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -3929079.500000 Penalty: 3138.911865
	Iteration 0F: 3 clusters Score -3929080 nChanged 17423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -3938950.000000 Penalty: 3138.911865
	Iteration 1F: 3 clusters Score -3938950 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -3939789.250000 Penalty: 3138.911865
	Iteration 2F: 3 clusters Score -3939789 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -3940921.500000 Penalty: 3138.911865
	Iteration 3F: 3 clusters Score -3940922 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -3942312.750000 Penalty: 3138.911865
	Iteration 4F: 3 clusters Score -3942313 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -3943957.250000 Penalty: 3138.911865
	Iteration 5F: 3 clusters Score -3943957 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28492 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -3945618.000000 Penalty: 3138.911865
	Iteration 6F: 3 clusters Score -3945618 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30426 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -3947162.250000 Penalty: 3138.911865
	Iteration 7F: 3 clusters Score -3947162 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32137 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -3948458.250000 Penalty: 3138.911865
	Iteration 8Q: 3 clusters Score -3948458 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33571 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -3949520.250000 Penalty: 3138.911865
	Iteration 9Q: 3 clusters Score -3949520 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34841 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -3950471.500000 Penalty: 3138.911865
	Iteration 10Q: 3 clusters Score -3950472 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35794 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -3951226.000000 Penalty: 3138.911865
	Iteration 11Q: 3 clusters Score -3951226 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36448 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -3951733.000000 Penalty: 3138.911865
	Iteration 12Q: 3 clusters Score -3951733 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36896 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -3952087.250000 Penalty: 3138.911865
	Iteration 13Q: 3 clusters Score -3952087 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37163 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -3952295.750000 Penalty: 3138.911865
	Iteration 14Q: 3 clusters Score -3952296 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37331 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3952447.000000 Penalty: 3138.911865
	Iteration 15Q: 3 clusters Score -3952447 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37436 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3952533.000000 Penalty: 3138.911865
	Iteration 16Q: 3 clusters Score -3952533 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37501 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -3952591.250000 Penalty: 3138.911865
	Iteration 17Q: 3 clusters Score -3952591 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37548 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3952638.000000 Penalty: 3138.911865
	Iteration 18Q: 3 clusters Score -3952638 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37593 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -3952674.500000 Penalty: 3138.911865
	Iteration 19Q: 3 clusters Score -3952674 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37614 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -3952700.500000 Penalty: 3138.911865
	Iteration 20F: 3 clusters Score -3952700 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37623 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -3952706.000000 Penalty: 3138.911865
	Iteration 21Q: 3 clusters Score -3952706 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37630 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3952714.500000 Penalty: 3138.911865
	Iteration 22Q: 3 clusters Score -3952714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37637 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3952713.750000 Penalty: 3138.911865
	Iteration 23Q: 3 clusters Score -3952714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37639 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3952717.000000 Penalty: 3138.911865
	Iteration 24Q: 3 clusters Score -3952717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37644 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3952719.750000 Penalty: 3138.911865
	Iteration 25Q: 3 clusters Score -3952720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37648 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -3952727.000000 Penalty: 3138.911865
	Iteration 26Q: 3 clusters Score -3952727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37652 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3952736.500000 Penalty: 3138.911865
	Iteration 27Q: 3 clusters Score -3952736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37656 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3952733.500000 Penalty: 3138.911865
	Iteration 28Q: 3 clusters Score -3952734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37656 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3952735.250000 Penalty: 3138.911865
	Iteration 29Q: 3 clusters Score -3952735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37657 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -3952738.750000 Penalty: 3138.911865
	Iteration 30Q: 3 clusters Score -3952739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37658 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3952739.250000 Penalty: 3138.911865
	Iteration 31Q: 3 clusters Score -3952739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37659 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3952737.000000 Penalty: 3138.911865
	Iteration 32Q: 3 clusters Score -3952737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37660 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3952740.000000 Penalty: 3138.911865
	Iteration 33Q: 3 clusters Score -3952740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37660 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3952740.000000 Penalty: 3138.911865
	Iteration 34F: 3 clusters Score -3952740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Entering Unmasked Estep 
Score: -1187072.750000 Penalty: 1401.471680
	Iteration 0F: 2 clusters Score -1187073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1178897.125000 Penalty: 2802.943359
	Iteration 0F: 3 clusters Score -1178897 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1181816.625000 Penalty: 2802.943359
	Iteration 1F: 3 clusters Score -1181817 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1182492.250000 Penalty: 2802.943359
	Iteration 2F: 3 clusters Score -1182492 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1183256.625000 Penalty: 2802.943359
	Iteration 3F: 3 clusters Score -1183257 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1184019.625000 Penalty: 2802.943359
	Iteration 4F: 3 clusters Score -1184020 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1184660.875000 Penalty: 2802.943359
	Iteration 5F: 3 clusters Score -1184661 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1185185.625000 Penalty: 2802.943359
	Iteration 6F: 3 clusters Score -1185186 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1185522.375000 Penalty: 2802.943359
	Iteration 7Q: 3 clusters Score -1185522 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1185730.000000 Penalty: 2802.943359
	Iteration 8Q: 3 clusters Score -1185730 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1185881.750000 Penalty: 2802.943359
	Iteration 9Q: 3 clusters Score -1185882 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1185987.000000 Penalty: 2802.943359
	Iteration 10Q: 3 clusters Score -1185987 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1186066.250000 Penalty: 2802.943359
	Iteration 11Q: 3 clusters Score -1186066 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1186135.750000 Penalty: 2802.943359
	Iteration 12Q: 3 clusters Score -1186136 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1186186.500000 Penalty: 2802.943359
	Iteration 13Q: 3 clusters Score -1186186 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1186233.250000 Penalty: 2802.943359
	Iteration 14Q: 3 clusters Score -1186233 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1186259.625000 Penalty: 2802.943359
	Iteration 15Q: 3 clusters Score -1186260 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1186277.875000 Penalty: 2802.943359
	Iteration 16Q: 3 clusters Score -1186278 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1186298.000000 Penalty: 2802.943359
	Iteration 17Q: 3 clusters Score -1186298 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1186319.000000 Penalty: 2802.943359
	Iteration 18Q: 3 clusters Score -1186319 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1186338.875000 Penalty: 2802.943359
	Iteration 19Q: 3 clusters Score -1186339 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1186351.125000 Penalty: 2802.943359
	Iteration 20F: 3 clusters Score -1186351 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1186360.375000 Penalty: 2802.943359
	Iteration 21Q: 3 clusters Score -1186360 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1186373.000000 Penalty: 2802.943359
	Iteration 22Q: 3 clusters Score -1186373 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1186383.000000 Penalty: 2802.943359
	Iteration 23Q: 3 clusters Score -1186383 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1186398.250000 Penalty: 2802.943359
	Iteration 24Q: 3 clusters Score -1186398 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1186407.750000 Penalty: 2802.943359
	Iteration 25Q: 3 clusters Score -1186408 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1186420.250000 Penalty: 2802.943359
	Iteration 26Q: 3 clusters Score -1186420 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1186430.375000 Penalty: 2802.943359
	Iteration 27Q: 3 clusters Score -1186430 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1186438.625000 Penalty: 2802.943359
	Iteration 28Q: 3 clusters Score -1186439 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1186450.875000 Penalty: 2802.943359
	Iteration 29Q: 3 clusters Score -1186451 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1186457.000000 Penalty: 2802.943359
	Iteration 30Q: 3 clusters Score -1186457 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1186468.375000 Penalty: 2802.943359
	Iteration 31Q: 3 clusters Score -1186468 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1186485.250000 Penalty: 2802.943359
	Iteration 32Q: 3 clusters Score -1186485 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1186498.750000 Penalty: 2802.943359
	Iteration 33Q: 3 clusters Score -1186499 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1186508.125000 Penalty: 2802.943359
	Iteration 34Q: 3 clusters Score -1186508 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1186513.250000 Penalty: 2802.943359
	Iteration 35Q: 3 clusters Score -1186513 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1186525.000000 Penalty: 2802.943359
	Iteration 36Q: 3 clusters Score -1186525 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1186532.125000 Penalty: 2802.943359
	Iteration 37Q: 3 clusters Score -1186532 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1186541.625000 Penalty: 2802.943359
	Iteration 38Q: 3 clusters Score -1186542 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1186548.250000 Penalty: 2802.943359
	Iteration 39Q: 3 clusters Score -1186548 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1186552.125000 Penalty: 2802.943359
	Iteration 40F: 3 clusters Score -1186552 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1186561.500000 Penalty: 2802.943359
	Iteration 41Q: 3 clusters Score -1186562 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1186564.000000 Penalty: 2802.943359
	Iteration 42Q: 3 clusters Score -1186564 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1186570.000000 Penalty: 2802.943359
	Iteration 43Q: 3 clusters Score -1186570 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1186576.625000 Penalty: 2802.943359
	Iteration 44Q: 3 clusters Score -1186577 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1186578.000000 Penalty: 2802.943359
	Iteration 45Q: 3 clusters Score -1186578 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1186581.250000 Penalty: 2802.943359
	Iteration 46Q: 3 clusters Score -1186581 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1186581.500000 Penalty: 2802.943359
	Iteration 47Q: 3 clusters Score -1186582 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1186584.125000 Penalty: 2802.943359
	Iteration 48Q: 3 clusters Score -1186584 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1186589.000000 Penalty: 2802.943359
	Iteration 49Q: 3 clusters Score -1186589 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1186593.500000 Penalty: 2802.943359
	Iteration 50Q: 3 clusters Score -1186594 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1186594.625000 Penalty: 2802.943359
	Iteration 51Q: 3 clusters Score -1186595 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1186597.250000 Penalty: 2802.943359
	Iteration 52Q: 3 clusters Score -1186597 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1186597.125000 Penalty: 2802.943359
	Iteration 53Q: 3 clusters Score -1186597 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1186597.125000 Penalty: 2802.943359
	Iteration 54Q: 3 clusters Score -1186597 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1186604.125000 Penalty: 2802.943359
	Iteration 55Q: 3 clusters Score -1186604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1186604.750000 Penalty: 2802.943359
	Iteration 56Q: 3 clusters Score -1186605 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1186609.500000 Penalty: 2802.943359
	Iteration 57Q: 3 clusters Score -1186610 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1186613.750000 Penalty: 2802.943359
	Iteration 58Q: 3 clusters Score -1186614 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1186619.500000 Penalty: 2802.943359
	Iteration 59Q: 3 clusters Score -1186620 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1186621.375000 Penalty: 2802.943359
	Iteration 60F: 3 clusters Score -1186621 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1186622.625000 Penalty: 2802.943359
	Iteration 61Q: 3 clusters Score -1186623 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1186625.125000 Penalty: 2802.943359
	Iteration 62Q: 3 clusters Score -1186625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1186626.000000 Penalty: 2802.943359
	Iteration 63Q: 3 clusters Score -1186626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1186623.125000 Penalty: 2802.943359
	Iteration 64Q: 3 clusters Score -1186623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1186623.500000 Penalty: 2802.943359
	Iteration 65Q: 3 clusters Score -1186624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1186623.500000 Penalty: 2802.943359
	Iteration 66Q: 3 clusters Score -1186624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1186623.125000 Penalty: 2802.943359
	Iteration 67Q: 3 clusters Score -1186623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1186624.250000 Penalty: 2802.943359
	Iteration 68Q: 3 clusters Score -1186624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1186626.625000 Penalty: 2802.943359
	Iteration 69Q: 3 clusters Score -1186627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1186629.250000 Penalty: 2802.943359
	Iteration 70Q: 3 clusters Score -1186629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1186628.375000 Penalty: 2802.943359
	Iteration 71Q: 3 clusters Score -1186628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1186628.375000 Penalty: 2802.943359
	Iteration 72Q: 3 clusters Score -1186628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1186629.625000 Penalty: 2802.943359
	Iteration 73Q: 3 clusters Score -1186630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1186630.375000 Penalty: 2802.943359
	Iteration 74Q: 3 clusters Score -1186630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1186632.250000 Penalty: 2802.943359
	Iteration 75Q: 3 clusters Score -1186632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1186631.625000 Penalty: 2802.943359
	Iteration 76Q: 3 clusters Score -1186632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1186633.875000 Penalty: 2802.943359
	Iteration 77Q: 3 clusters Score -1186634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1186636.625000 Penalty: 2802.943359
	Iteration 78Q: 3 clusters Score -1186637 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1186638.625000 Penalty: 2802.943359
	Iteration 79Q: 3 clusters Score -1186639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1186636.750000 Penalty: 2802.943359
	Iteration 80F: 3 clusters Score -1186637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1186635.750000 Penalty: 2802.943359
	Iteration 81Q: 3 clusters Score -1186636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1186637.125000 Penalty: 2802.943359
	Iteration 82Q: 3 clusters Score -1186637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1186637.125000 Penalty: 2802.943359
	Iteration 83F: 3 clusters Score -1186637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (19765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Entering Unmasked Estep 
Score: -2025389.875000 Penalty: 1471.880249
	Iteration 0F: 2 clusters Score -2025390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -2012519.000000 Penalty: 2943.760498
	Iteration 0F: 3 clusters Score -2012519 nChanged 8624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -2017123.750000 Penalty: 2943.760498
	Iteration 1F: 3 clusters Score -2017124 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -2017565.125000 Penalty: 2943.760498
	Iteration 2F: 3 clusters Score -2017565 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -2018004.875000 Penalty: 2943.760498
	Iteration 3F: 3 clusters Score -2018005 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -2018452.875000 Penalty: 2943.760498
	Iteration 4Q: 3 clusters Score -2018453 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -2018930.250000 Penalty: 2943.760498
	Iteration 5Q: 3 clusters Score -2018930 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -2019477.875000 Penalty: 2943.760498
	Iteration 6Q: 3 clusters Score -2019478 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -2020196.750000 Penalty: 2943.760498
	Iteration 7F: 3 clusters Score -2020197 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -2021004.375000 Penalty: 2943.760498
	Iteration 8F: 3 clusters Score -2021004 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -2021746.875000 Penalty: 2943.760498
	Iteration 9Q: 3 clusters Score -2021747 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -2022389.125000 Penalty: 2943.760498
	Iteration 10Q: 3 clusters Score -2022389 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -2022908.125000 Penalty: 2943.760498
	Iteration 11Q: 3 clusters Score -2022908 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -2023305.625000 Penalty: 2943.760498
	Iteration 12Q: 3 clusters Score -2023306 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -2023592.625000 Penalty: 2943.760498
	Iteration 13Q: 3 clusters Score -2023593 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -2023820.500000 Penalty: 2943.760498
	Iteration 14Q: 3 clusters Score -2023820 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -2023974.250000 Penalty: 2943.760498
	Iteration 15Q: 3 clusters Score -2023974 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -2024101.250000 Penalty: 2943.760498
	Iteration 16Q: 3 clusters Score -2024101 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -2024212.625000 Penalty: 2943.760498
	Iteration 17Q: 3 clusters Score -2024213 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -2024290.500000 Penalty: 2943.760498
	Iteration 18Q: 3 clusters Score -2024290 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -2024359.500000 Penalty: 2943.760498
	Iteration 19Q: 3 clusters Score -2024360 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -2024403.250000 Penalty: 2943.760498
	Iteration 20F: 3 clusters Score -2024403 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -2024440.875000 Penalty: 2943.760498
	Iteration 21Q: 3 clusters Score -2024441 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -2024454.750000 Penalty: 2943.760498
	Iteration 22Q: 3 clusters Score -2024455 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -2024468.750000 Penalty: 2943.760498
	Iteration 23Q: 3 clusters Score -2024469 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -2024479.750000 Penalty: 2943.760498
	Iteration 24Q: 3 clusters Score -2024480 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -2024488.000000 Penalty: 2943.760498
	Iteration 25Q: 3 clusters Score -2024488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -2024494.375000 Penalty: 2943.760498
	Iteration 26Q: 3 clusters Score -2024494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -2024495.625000 Penalty: 2943.760498
	Iteration 27Q: 3 clusters Score -2024496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -2024500.125000 Penalty: 2943.760498
	Iteration 28Q: 3 clusters Score -2024500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -2024506.250000 Penalty: 2943.760498
	Iteration 29Q: 3 clusters Score -2024506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -2024507.250000 Penalty: 2943.760498
	Iteration 30Q: 3 clusters Score -2024507 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -2024511.500000 Penalty: 2943.760498
	Iteration 31Q: 3 clusters Score -2024512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -2024514.875000 Penalty: 2943.760498
	Iteration 32Q: 3 clusters Score -2024515 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -2024520.250000 Penalty: 2943.760498
	Iteration 33Q: 3 clusters Score -2024520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -2024524.625000 Penalty: 2943.760498
	Iteration 34Q: 3 clusters Score -2024525 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -2024532.750000 Penalty: 2943.760498
	Iteration 35Q: 3 clusters Score -2024533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -2024535.375000 Penalty: 2943.760498
	Iteration 36Q: 3 clusters Score -2024535 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -2024540.625000 Penalty: 2943.760498
	Iteration 37Q: 3 clusters Score -2024541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -2024542.750000 Penalty: 2943.760498
	Iteration 38Q: 3 clusters Score -2024543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -2024541.375000 Penalty: 2943.760498
	Iteration 39Q: 3 clusters Score -2024541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -2024541.875000 Penalty: 2943.760498
	Iteration 40F: 3 clusters Score -2024542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -2024545.625000 Penalty: 2943.760498
	Iteration 41Q: 3 clusters Score -2024546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -2024549.250000 Penalty: 2943.760498
	Iteration 42Q: 3 clusters Score -2024549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -2024551.875000 Penalty: 2943.760498
	Iteration 43Q: 3 clusters Score -2024552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -2024553.875000 Penalty: 2943.760498
	Iteration 44Q: 3 clusters Score -2024554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
Score: -2024552.250000 Penalty: 2943.760498
	Iteration 45Q: 3 clusters Score -2024552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -2024554.250000 Penalty: 2943.760498
	Iteration 46Q: 3 clusters Score -2024554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -2024557.625000 Penalty: 2943.760498
	Iteration 47Q: 3 clusters Score -2024558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -2024558.125000 Penalty: 2943.760498
	Iteration 48Q: 3 clusters Score -2024558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -2024558.125000 Penalty: 2943.760498
	Iteration 49F: 3 clusters Score -2024558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Entering Unmasked Estep 
Score: -1320881.125000 Penalty: 1410.633301
	Iteration 0F: 2 clusters Score -1320881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1312197.125000 Penalty: 2821.266602
	Iteration 0F: 3 clusters Score -1312197 nChanged 5636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1315133.125000 Penalty: 2821.266602
	Iteration 1F: 3 clusters Score -1315133 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1315423.375000 Penalty: 2821.266602
	Iteration 2F: 3 clusters Score -1315423 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1315654.500000 Penalty: 2821.266602
	Iteration 3Q: 3 clusters Score -1315654 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1315838.500000 Penalty: 2821.266602
	Iteration 4Q: 3 clusters Score -1315838 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1315996.000000 Penalty: 2821.266602
	Iteration 5Q: 3 clusters Score -1315996 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1316133.875000 Penalty: 2821.266602
	Iteration 6Q: 3 clusters Score -1316134 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1316277.250000 Penalty: 2821.266602
	Iteration 7Q: 3 clusters Score -1316277 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1316436.000000 Penalty: 2821.266602
	Iteration 8Q: 3 clusters Score -1316436 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1316612.375000 Penalty: 2821.266602
	Iteration 9Q: 3 clusters Score -1316612 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1316794.375000 Penalty: 2821.266602
	Iteration 10Q: 3 clusters Score -1316794 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1316987.125000 Penalty: 2821.266602
	Iteration 11Q: 3 clusters Score -1316987 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1317212.125000 Penalty: 2821.266602
	Iteration 12Q: 3 clusters Score -1317212 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1317479.625000 Penalty: 2821.266602
	Iteration 13Q: 3 clusters Score -1317480 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1317716.000000 Penalty: 2821.266602
	Iteration 14Q: 3 clusters Score -1317716 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1317952.500000 Penalty: 2821.266602
	Iteration 15Q: 3 clusters Score -1317952 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1318195.625000 Penalty: 2821.266602
	Iteration 16Q: 3 clusters Score -1318196 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1318454.125000 Penalty: 2821.266602
	Iteration 17Q: 3 clusters Score -1318454 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1318656.750000 Penalty: 2821.266602
	Iteration 18Q: 3 clusters Score -1318657 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1318815.500000 Penalty: 2821.266602
	Iteration 19Q: 3 clusters Score -1318816 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1318936.625000 Penalty: 2821.266602
	Iteration 20F: 3 clusters Score -1318937 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1319025.750000 Penalty: 2821.266602
	Iteration 21Q: 3 clusters Score -1319026 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1319096.125000 Penalty: 2821.266602
	Iteration 22Q: 3 clusters Score -1319096 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1319168.250000 Penalty: 2821.266602
	Iteration 23Q: 3 clusters Score -1319168 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1319235.625000 Penalty: 2821.266602
	Iteration 24Q: 3 clusters Score -1319236 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1319299.000000 Penalty: 2821.266602
	Iteration 25Q: 3 clusters Score -1319299 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1319353.375000 Penalty: 2821.266602
	Iteration 26Q: 3 clusters Score -1319353 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1319395.000000 Penalty: 2821.266602
	Iteration 27Q: 3 clusters Score -1319395 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1319441.000000 Penalty: 2821.266602
	Iteration 28Q: 3 clusters Score -1319441 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1319487.375000 Penalty: 2821.266602
	Iteration 29Q: 3 clusters Score -1319487 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -1319530.125000 Penalty: 2821.266602
	Iteration 30Q: 3 clusters Score -1319530 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1319563.625000 Penalty: 2821.266602
	Iteration 31Q: 3 clusters Score -1319564 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -1319588.625000 Penalty: 2821.266602
	Iteration 32Q: 3 clusters Score -1319589 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1319619.375000 Penalty: 2821.266602
	Iteration 33Q: 3 clusters Score -1319619 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -1319645.500000 Penalty: 2821.266602
	Iteration 34Q: 3 clusters Score -1319646 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -1319673.750000 Penalty: 2821.266602
	Iteration 35Q: 3 clusters Score -1319674 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -1319704.500000 Penalty: 2821.266602
	Iteration 36Q: 3 clusters Score -1319704 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -1319739.500000 Penalty: 2821.266602
	Iteration 37Q: 3 clusters Score -1319740 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -1319778.000000 Penalty: 2821.266602
	Iteration 38Q: 3 clusters Score -1319778 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -1319809.000000 Penalty: 2821.266602
	Iteration 39Q: 3 clusters Score -1319809 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -1319827.000000 Penalty: 2821.266602
	Iteration 40F: 3 clusters Score -1319827 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -1319837.875000 Penalty: 2821.266602
	Iteration 41Q: 3 clusters Score -1319838 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -1319846.125000 Penalty: 2821.266602
	Iteration 42Q: 3 clusters Score -1319846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -1319852.875000 Penalty: 2821.266602
	Iteration 43Q: 3 clusters Score -1319853 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -1319855.875000 Penalty: 2821.266602
	Iteration 44Q: 3 clusters Score -1319856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -1319860.375000 Penalty: 2821.266602
	Iteration 45Q: 3 clusters Score -1319860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -1319862.000000 Penalty: 2821.266602
	Iteration 46Q: 3 clusters Score -1319862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -1319862.000000 Penalty: 2821.266602
	Iteration 47Q: 3 clusters Score -1319862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -1319864.250000 Penalty: 2821.266602
	Iteration 48Q: 3 clusters Score -1319864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -1319866.000000 Penalty: 2821.266602
	Iteration 49Q: 3 clusters Score -1319866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -1319867.750000 Penalty: 2821.266602
	Iteration 50Q: 3 clusters Score -1319868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -1319869.250000 Penalty: 2821.266602
	Iteration 51Q: 3 clusters Score -1319869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1319869.625000 Penalty: 2821.266602
	Iteration 52Q: 3 clusters Score -1319870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -1319872.000000 Penalty: 2821.266602
	Iteration 53Q: 3 clusters Score -1319872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1319875.875000 Penalty: 2821.266602
	Iteration 54Q: 3 clusters Score -1319876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -1319877.250000 Penalty: 2821.266602
	Iteration 55Q: 3 clusters Score -1319877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -1319879.000000 Penalty: 2821.266602
	Iteration 56Q: 3 clusters Score -1319879 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -1319884.125000 Penalty: 2821.266602
	Iteration 57Q: 3 clusters Score -1319884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -1319887.500000 Penalty: 2821.266602
	Iteration 58Q: 3 clusters Score -1319888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -1319889.875000 Penalty: 2821.266602
	Iteration 59Q: 3 clusters Score -1319890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -1319891.625000 Penalty: 2821.266602
	Iteration 60F: 3 clusters Score -1319892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -1319894.375000 Penalty: 2821.266602
	Iteration 61Q: 3 clusters Score -1319894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -1319895.500000 Penalty: 2821.266602
	Iteration 62Q: 3 clusters Score -1319896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -1319898.375000 Penalty: 2821.266602
	Iteration 63Q: 3 clusters Score -1319898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -1319901.875000 Penalty: 2821.266602
	Iteration 64Q: 3 clusters Score -1319902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -1319904.625000 Penalty: 2821.266602
	Iteration 65Q: 3 clusters Score -1319905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -1319909.125000 Penalty: 2821.266602
	Iteration 66Q: 3 clusters Score -1319909 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -1319909.625000 Penalty: 2821.266602
	Iteration 67Q: 3 clusters Score -1319910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -1319915.125000 Penalty: 2821.266602
	Iteration 68Q: 3 clusters Score -1319915 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -1319920.750000 Penalty: 2821.266602
	Iteration 69Q: 3 clusters Score -1319921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -1319923.000000 Penalty: 2821.266602
	Iteration 70Q: 3 clusters Score -1319923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -1319923.875000 Penalty: 2821.266602
	Iteration 71Q: 3 clusters Score -1319924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -1319924.750000 Penalty: 2821.266602
	Iteration 72Q: 3 clusters Score -1319925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -1319924.375000 Penalty: 2821.266602
	Iteration 73Q: 3 clusters Score -1319924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -1319925.750000 Penalty: 2821.266602
	Iteration 74Q: 3 clusters Score -1319926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -1319926.000000 Penalty: 2821.266602
	Iteration 75Q: 3 clusters Score -1319926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -1319926.000000 Penalty: 2821.266602
	Iteration 76F: 3 clusters Score -1319926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Entering Unmasked Estep 
Score: -1088298.375000 Penalty: 1375.919189
	Iteration 0F: 2 clusters Score -1088298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1081366.500000 Penalty: 2751.838379
	Iteration 0F: 3 clusters Score -1081366 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1083683.125000 Penalty: 2751.838379
	Iteration 1F: 3 clusters Score -1083683 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1084001.125000 Penalty: 2751.838379
	Iteration 2F: 3 clusters Score -1084001 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1084227.500000 Penalty: 2751.838379
	Iteration 3F: 3 clusters Score -1084228 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1084429.250000 Penalty: 2751.838379
	Iteration 4Q: 3 clusters Score -1084429 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1084653.625000 Penalty: 2751.838379
	Iteration 5Q: 3 clusters Score -1084654 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1084937.625000 Penalty: 2751.838379
	Iteration 6Q: 3 clusters Score -1084938 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1085240.250000 Penalty: 2751.838379
	Iteration 7Q: 3 clusters Score -1085240 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1085549.750000 Penalty: 2751.838379
	Iteration 8Q: 3 clusters Score -1085550 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1085886.500000 Penalty: 2751.838379
	Iteration 9Q: 3 clusters Score -1085886 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1086208.000000 Penalty: 2751.838379
	Iteration 10Q: 3 clusters Score -1086208 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1086488.250000 Penalty: 2751.838379
	Iteration 11Q: 3 clusters Score -1086488 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1086716.375000 Penalty: 2751.838379
	Iteration 12Q: 3 clusters Score -1086716 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1086886.000000 Penalty: 2751.838379
	Iteration 13Q: 3 clusters Score -1086886 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1087004.625000 Penalty: 2751.838379
	Iteration 14Q: 3 clusters Score -1087005 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1087078.250000 Penalty: 2751.838379
	Iteration 15Q: 3 clusters Score -1087078 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1087138.375000 Penalty: 2751.838379
	Iteration 16Q: 3 clusters Score -1087138 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1087172.250000 Penalty: 2751.838379
	Iteration 17Q: 3 clusters Score -1087172 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1087190.750000 Penalty: 2751.838379
	Iteration 18Q: 3 clusters Score -1087191 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1087219.500000 Penalty: 2751.838379
	Iteration 19Q: 3 clusters Score -1087220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1087228.625000 Penalty: 2751.838379
	Iteration 20F: 3 clusters Score -1087229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1087234.750000 Penalty: 2751.838379
	Iteration 21Q: 3 clusters Score -1087235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1087238.625000 Penalty: 2751.838379
	Iteration 22Q: 3 clusters Score -1087239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1087242.875000 Penalty: 2751.838379
	Iteration 23Q: 3 clusters Score -1087243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1087247.000000 Penalty: 2751.838379
	Iteration 24Q: 3 clusters Score -1087247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1087249.375000 Penalty: 2751.838379
	Iteration 25Q: 3 clusters Score -1087249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1087251.250000 Penalty: 2751.838379
	Iteration 26Q: 3 clusters Score -1087251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1087252.625000 Penalty: 2751.838379
	Iteration 27Q: 3 clusters Score -1087253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1087252.625000 Penalty: 2751.838379
	Iteration 28F: 3 clusters Score -1087253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Entering Unmasked Estep 
Score: -200793.796875 Penalty: 1140.664185
	Iteration 0F: 2 clusters Score -200793.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -198865.546875 Penalty: 2281.328369
	Iteration 0F: 3 clusters Score -198865.5 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -199364.250000 Penalty: 2281.328369
	Iteration 1F: 3 clusters Score -199364.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -199521.796875 Penalty: 2281.328369
	Iteration 2F: 3 clusters Score -199521.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -199614.578125 Penalty: 2281.328369
	Iteration 3Q: 3 clusters Score -199614.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -199689.296875 Penalty: 2281.328369
	Iteration 4Q: 3 clusters Score -199689.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -199742.484375 Penalty: 2281.328369
	Iteration 5Q: 3 clusters Score -199742.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -199788.828125 Penalty: 2281.328369
	Iteration 6Q: 3 clusters Score -199788.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -199823.328125 Penalty: 2281.328369
	Iteration 7Q: 3 clusters Score -199823.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -199839.437500 Penalty: 2281.328369
	Iteration 8Q: 3 clusters Score -199839.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -199849.250000 Penalty: 2281.328369
	Iteration 9Q: 3 clusters Score -199849.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -199856.234375 Penalty: 2281.328369
	Iteration 10Q: 3 clusters Score -199856.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -199862.968750 Penalty: 2281.328369
	Iteration 11Q: 3 clusters Score -199863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -199867.359375 Penalty: 2281.328369
	Iteration 12Q: 3 clusters Score -199867.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -199874.906250 Penalty: 2281.328369
	Iteration 13Q: 3 clusters Score -199874.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -199889.281250 Penalty: 2281.328369
	Iteration 14Q: 3 clusters Score -199889.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -199899.984375 Penalty: 2281.328369
	Iteration 15Q: 3 clusters Score -199900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -199908.156250 Penalty: 2281.328369
	Iteration 16Q: 3 clusters Score -199908.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -199911.750000 Penalty: 2281.328369
	Iteration 17Q: 3 clusters Score -199911.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -199918.109375 Penalty: 2281.328369
	Iteration 18Q: 3 clusters Score -199918.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -199923.484375 Penalty: 2281.328369
	Iteration 19Q: 3 clusters Score -199923.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -199926.812500 Penalty: 2281.328369
	Iteration 20F: 3 clusters Score -199926.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -199931.046875 Penalty: 2281.328369
	Iteration 21Q: 3 clusters Score -199931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -199933.203125 Penalty: 2281.328369
	Iteration 22Q: 3 clusters Score -199933.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -199934.953125 Penalty: 2281.328369
	Iteration 23Q: 3 clusters Score -199935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -199935.375000 Penalty: 2281.328369
	Iteration 24Q: 3 clusters Score -199935.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -199936.093750 Penalty: 2281.328369
	Iteration 25Q: 3 clusters Score -199936.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -199936.750000 Penalty: 2281.328369
	Iteration 26Q: 3 clusters Score -199936.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -199936.750000 Penalty: 2281.328369
	Iteration 27F: 3 clusters Score -199936.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Entering Unmasked Estep 
Score: -319726.406250 Penalty: 1209.577393
	Iteration 0F: 2 clusters Score -319726.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -317034.250000 Penalty: 2419.154785
	Iteration 0F: 3 clusters Score -317034.2 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -317818.875000 Penalty: 2419.154785
	Iteration 1F: 3 clusters Score -317818.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -318127.281250 Penalty: 2419.154785
	Iteration 2F: 3 clusters Score -318127.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -318414.125000 Penalty: 2419.154785
	Iteration 3F: 3 clusters Score -318414.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -318646.468750 Penalty: 2419.154785
	Iteration 4F: 3 clusters Score -318646.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -318823.437500 Penalty: 2419.154785
	Iteration 5Q: 3 clusters Score -318823.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -318957.406250 Penalty: 2419.154785
	Iteration 6Q: 3 clusters Score -318957.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -319061.406250 Penalty: 2419.154785
	Iteration 7Q: 3 clusters Score -319061.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -319135.781250 Penalty: 2419.154785
	Iteration 8Q: 3 clusters Score -319135.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -319187.312500 Penalty: 2419.154785
	Iteration 9Q: 3 clusters Score -319187.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -319223.468750 Penalty: 2419.154785
	Iteration 10Q: 3 clusters Score -319223.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -319252.937500 Penalty: 2419.154785
	Iteration 11Q: 3 clusters Score -319252.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -319281.593750 Penalty: 2419.154785
	Iteration 12Q: 3 clusters Score -319281.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -319310.562500 Penalty: 2419.154785
	Iteration 13Q: 3 clusters Score -319310.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -319339.687500 Penalty: 2419.154785
	Iteration 14Q: 3 clusters Score -319339.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -319361.625000 Penalty: 2419.154785
	Iteration 15Q: 3 clusters Score -319361.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -319375.718750 Penalty: 2419.154785
	Iteration 16Q: 3 clusters Score -319375.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -319388.781250 Penalty: 2419.154785
	Iteration 17Q: 3 clusters Score -319388.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -319398.750000 Penalty: 2419.154785
	Iteration 18Q: 3 clusters Score -319398.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -319411.437500 Penalty: 2419.154785
	Iteration 19Q: 3 clusters Score -319411.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -319430.875000 Penalty: 2419.154785
	Iteration 20F: 3 clusters Score -319430.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -319446.375000 Penalty: 2419.154785
	Iteration 21Q: 3 clusters Score -319446.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -319456.375000 Penalty: 2419.154785
	Iteration 22Q: 3 clusters Score -319456.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -319465.406250 Penalty: 2419.154785
	Iteration 23Q: 3 clusters Score -319465.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -319473.750000 Penalty: 2419.154785
	Iteration 24Q: 3 clusters Score -319473.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -319483.406250 Penalty: 2419.154785
	Iteration 25Q: 3 clusters Score -319483.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -319490.750000 Penalty: 2419.154785
	Iteration 26Q: 3 clusters Score -319490.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -319493.937500 Penalty: 2419.154785
	Iteration 27Q: 3 clusters Score -319493.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -319497.281250 Penalty: 2419.154785
	Iteration 28Q: 3 clusters Score -319497.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -319501.875000 Penalty: 2419.154785
	Iteration 29Q: 3 clusters Score -319501.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -319506.500000 Penalty: 2419.154785
	Iteration 30Q: 3 clusters Score -319506.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -319507.281250 Penalty: 2419.154785
	Iteration 31Q: 3 clusters Score -319507.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -319507.812500 Penalty: 2419.154785
	Iteration 32Q: 3 clusters Score -319507.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -319508.937500 Penalty: 2419.154785
	Iteration 33Q: 3 clusters Score -319508.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -319510.343750 Penalty: 2419.154785
	Iteration 34Q: 3 clusters Score -319510.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -319510.343750 Penalty: 2419.154785
	Iteration 35F: 3 clusters Score -319510.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (23451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Entering Unmasked Estep 
Score: -2464536.250000 Penalty: 1497.325195
	Iteration 0F: 2 clusters Score -2464536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -2449324.500000 Penalty: 2994.650391
	Iteration 0F: 3 clusters Score -2449324 nChanged 10392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -2454816.250000 Penalty: 2994.650391
	Iteration 1F: 3 clusters Score -2454816 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -2455162.750000 Penalty: 2994.650391
	Iteration 2Q: 3 clusters Score -2455163 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -2455422.750000 Penalty: 2994.650391
	Iteration 3Q: 3 clusters Score -2455423 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -2455652.750000 Penalty: 2994.650391
	Iteration 4Q: 3 clusters Score -2455653 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -2455862.250000 Penalty: 2994.650391
	Iteration 5Q: 3 clusters Score -2455862 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -2456031.250000 Penalty: 2994.650391
	Iteration 6Q: 3 clusters Score -2456031 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -2456221.250000 Penalty: 2994.650391
	Iteration 7Q: 3 clusters Score -2456221 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -2456490.000000 Penalty: 2994.650391
	Iteration 8Q: 3 clusters Score -2456490 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -2456878.250000 Penalty: 2994.650391
	Iteration 9Q: 3 clusters Score -2456878 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -2457442.500000 Penalty: 2994.650391
	Iteration 10Q: 3 clusters Score -2457442 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -2458182.000000 Penalty: 2994.650391
	Iteration 11F: 3 clusters Score -2458182 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -2459141.000000 Penalty: 2994.650391
	Iteration 12F: 3 clusters Score -2459141 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -2460281.750000 Penalty: 2994.650391
	Iteration 13F: 3 clusters Score -2460282 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -2461367.500000 Penalty: 2994.650391
	Iteration 14F: 3 clusters Score -2461368 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -2462186.250000 Penalty: 2994.650391
	Iteration 15Q: 3 clusters Score -2462186 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
Score: -2462681.500000 Penalty: 2994.650391
	Iteration 16Q: 3 clusters Score -2462682 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -2462967.500000 Penalty: 2994.650391
	Iteration 17Q: 3 clusters Score -2462968 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -2463124.750000 Penalty: 2994.650391
	Iteration 18Q: 3 clusters Score -2463125 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -2463227.500000 Penalty: 2994.650391
	Iteration 19Q: 3 clusters Score -2463228 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 23159 members 
Entering Unmasked Estep 
Score: -2463282.750000 Penalty: 2994.650391
	Iteration 20F: 3 clusters Score -2463283 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 23177 members 
Entering Unmasked Estep 
Score: -2463309.750000 Penalty: 2994.650391
	Iteration 21Q: 3 clusters Score -2463310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 23180 members 
Entering Unmasked Estep 
Score: -2463322.250000 Penalty: 2994.650391
	Iteration 22Q: 3 clusters Score -2463322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 23184 members 
Entering Unmasked Estep 
Score: -2463331.750000 Penalty: 2994.650391
	Iteration 23Q: 3 clusters Score -2463332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -2463335.250000 Penalty: 2994.650391
	Iteration 24Q: 3 clusters Score -2463335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 23189 members 
Entering Unmasked Estep 
Score: -2463338.000000 Penalty: 2994.650391
	Iteration 25Q: 3 clusters Score -2463338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
Score: -2463344.000000 Penalty: 2994.650391
	Iteration 26Q: 3 clusters Score -2463344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 23193 members 
Entering Unmasked Estep 
Score: -2463344.250000 Penalty: 2994.650391
	Iteration 27Q: 3 clusters Score -2463344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -2463349.250000 Penalty: 2994.650391
	Iteration 28Q: 3 clusters Score -2463349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -2463350.250000 Penalty: 2994.650391
	Iteration 29Q: 3 clusters Score -2463350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -2463350.250000 Penalty: 2994.650391
	Iteration 30F: 3 clusters Score -2463350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Entering Unmasked Estep 
Score: -290539.156250 Penalty: 1180.868652
	Iteration 0F: 2 clusters Score -290539.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -288158.625000 Penalty: 2361.737305
	Iteration 0F: 3 clusters Score -288158.6 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -288794.968750 Penalty: 2361.737305
	Iteration 1F: 3 clusters Score -288795 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -288968.093750 Penalty: 2361.737305
	Iteration 2F: 3 clusters Score -288968.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -289059.562500 Penalty: 2361.737305
	Iteration 3Q: 3 clusters Score -289059.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -289101.250000 Penalty: 2361.737305
	Iteration 4Q: 3 clusters Score -289101.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -289131.593750 Penalty: 2361.737305
	Iteration 5Q: 3 clusters Score -289131.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -289157.250000 Penalty: 2361.737305
	Iteration 6Q: 3 clusters Score -289157.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -289176.500000 Penalty: 2361.737305
	Iteration 7Q: 3 clusters Score -289176.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -289188.156250 Penalty: 2361.737305
	Iteration 8Q: 3 clusters Score -289188.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -289197.125000 Penalty: 2361.737305
	Iteration 9Q: 3 clusters Score -289197.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -289203.187500 Penalty: 2361.737305
	Iteration 10Q: 3 clusters Score -289203.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -289209.687500 Penalty: 2361.737305
	Iteration 11Q: 3 clusters Score -289209.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -289216.687500 Penalty: 2361.737305
	Iteration 12Q: 3 clusters Score -289216.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -289224.781250 Penalty: 2361.737305
	Iteration 13Q: 3 clusters Score -289224.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -289232.250000 Penalty: 2361.737305
	Iteration 14Q: 3 clusters Score -289232.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -289237.718750 Penalty: 2361.737305
	Iteration 15Q: 3 clusters Score -289237.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -289243.750000 Penalty: 2361.737305
	Iteration 16Q: 3 clusters Score -289243.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -289245.875000 Penalty: 2361.737305
	Iteration 17Q: 3 clusters Score -289245.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -289247.250000 Penalty: 2361.737305
	Iteration 18Q: 3 clusters Score -289247.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -289247.343750 Penalty: 2361.737305
	Iteration 19Q: 3 clusters Score -289247.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -289248.343750 Penalty: 2361.737305
	Iteration 20F: 3 clusters Score -289248.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Entering Unmasked Estep 
Score: -987991.500000 Penalty: 1375.502563
	Iteration 0F: 2 clusters Score -987991.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -981015.937500 Penalty: 2751.005127
	Iteration 0F: 3 clusters Score -981015.9 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -983302.562500 Penalty: 2751.005127
	Iteration 1F: 3 clusters Score -983302.6 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -983690.812500 Penalty: 2751.005127
	Iteration 2F: 3 clusters Score -983690.8 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -984062.375000 Penalty: 2751.005127
	Iteration 3F: 3 clusters Score -984062.4 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -984420.187500 Penalty: 2751.005127
	Iteration 4F: 3 clusters Score -984420.2 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -984802.750000 Penalty: 2751.005127
	Iteration 5F: 3 clusters Score -984802.8 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -985174.187500 Penalty: 2751.005127
	Iteration 6F: 3 clusters Score -985174.2 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -985557.125000 Penalty: 2751.005127
	Iteration 7F: 3 clusters Score -985557.1 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -985951.875000 Penalty: 2751.005127
	Iteration 8Q: 3 clusters Score -985951.9 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -986267.375000 Penalty: 2751.005127
	Iteration 9Q: 3 clusters Score -986267.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -986487.375000 Penalty: 2751.005127
	Iteration 10Q: 3 clusters Score -986487.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -986646.500000 Penalty: 2751.005127
	Iteration 11Q: 3 clusters Score -986646.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -986763.062500 Penalty: 2751.005127
	Iteration 12Q: 3 clusters Score -986763.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -986849.562500 Penalty: 2751.005127
	Iteration 13Q: 3 clusters Score -986849.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -986939.312500 Penalty: 2751.005127
	Iteration 14Q: 3 clusters Score -986939.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -987013.062500 Penalty: 2751.005127
	Iteration 15Q: 3 clusters Score -987013.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -987058.437500 Penalty: 2751.005127
	Iteration 16Q: 3 clusters Score -987058.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -987089.250000 Penalty: 2751.005127
	Iteration 17Q: 3 clusters Score -987089.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -987121.000000 Penalty: 2751.005127
	Iteration 18Q: 3 clusters Score -987121 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -987147.312500 Penalty: 2751.005127
	Iteration 19Q: 3 clusters Score -987147.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -987166.937500 Penalty: 2751.005127
	Iteration 20F: 3 clusters Score -987166.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -987185.000000 Penalty: 2751.005127
	Iteration 21Q: 3 clusters Score -987185 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -987200.312500 Penalty: 2751.005127
	Iteration 22Q: 3 clusters Score -987200.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -987206.687500 Penalty: 2751.005127
	Iteration 23Q: 3 clusters Score -987206.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -987212.250000 Penalty: 2751.005127
	Iteration 24Q: 3 clusters Score -987212.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -987218.375000 Penalty: 2751.005127
	Iteration 25Q: 3 clusters Score -987218.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -987223.437500 Penalty: 2751.005127
	Iteration 26Q: 3 clusters Score -987223.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -987226.062500 Penalty: 2751.005127
	Iteration 27Q: 3 clusters Score -987226.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -987232.562500 Penalty: 2751.005127
	Iteration 28Q: 3 clusters Score -987232.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -987238.250000 Penalty: 2751.005127
	Iteration 29Q: 3 clusters Score -987238.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -987241.937500 Penalty: 2751.005127
	Iteration 30Q: 3 clusters Score -987241.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -987251.250000 Penalty: 2751.005127
	Iteration 31Q: 3 clusters Score -987251.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -987253.375000 Penalty: 2751.005127
	Iteration 32Q: 3 clusters Score -987253.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -987253.750000 Penalty: 2751.005127
	Iteration 33Q: 3 clusters Score -987253.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -987254.625000 Penalty: 2751.005127
	Iteration 34Q: 3 clusters Score -987254.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -987256.562500 Penalty: 2751.005127
	Iteration 35Q: 3 clusters Score -987256.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -987257.375000 Penalty: 2751.005127
	Iteration 36Q: 3 clusters Score -987257.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -987259.437500 Penalty: 2751.005127
	Iteration 37Q: 3 clusters Score -987259.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -987261.937500 Penalty: 2751.005127
	Iteration 38Q: 3 clusters Score -987261.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -987265.500000 Penalty: 2751.005127
	Iteration 39Q: 3 clusters Score -987265.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -987265.687500 Penalty: 2751.005127
	Iteration 40F: 3 clusters Score -987265.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (38713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38713 members 
Entering Unmasked Estep 
Score: -3993018.750000 Penalty: 1571.912842
	Iteration 0F: 2 clusters Score -3993019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -3967737.500000 Penalty: 3143.825684
	Iteration 0F: 3 clusters Score -3967738 nChanged 17672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -3977618.000000 Penalty: 3143.825684
	Iteration 1F: 3 clusters Score -3977618 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -3978192.000000 Penalty: 3143.825684
	Iteration 2Q: 3 clusters Score -3978192 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -3978761.250000 Penalty: 3143.825684
	Iteration 3Q: 3 clusters Score -3978761 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -3979477.750000 Penalty: 3143.825684
	Iteration 4Q: 3 clusters Score -3979478 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -3980425.250000 Penalty: 3143.825684
	Iteration 5F: 3 clusters Score -3980425 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
Score: -3981774.500000 Penalty: 3143.825684
	Iteration 6F: 3 clusters Score -3981774 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 28507 members 
Entering Unmasked Estep 
Score: -3983602.750000 Penalty: 3143.825684
	Iteration 7F: 3 clusters Score -3983603 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 31030 members 
Entering Unmasked Estep 
Score: -3985643.250000 Penalty: 3143.825684
	Iteration 8F: 3 clusters Score -3985643 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 33372 members 
Entering Unmasked Estep 
Score: -3987726.000000 Penalty: 3143.825684
	Iteration 9F: 3 clusters Score -3987726 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 35218 members 
Entering Unmasked Estep 
Score: -3989336.500000 Penalty: 3143.825684
	Iteration 10Q: 3 clusters Score -3989336 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 36415 members 
Entering Unmasked Estep 
Score: -3990382.000000 Penalty: 3143.825684
	Iteration 11Q: 3 clusters Score -3990382 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 37162 members 
Entering Unmasked Estep 
Score: -3991006.000000 Penalty: 3143.825684
	Iteration 12Q: 3 clusters Score -3991006 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 37579 members 
Entering Unmasked Estep 
Score: -3991331.500000 Penalty: 3143.825684
	Iteration 13Q: 3 clusters Score -3991332 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 37780 members 
Entering Unmasked Estep 
Score: -3991510.000000 Penalty: 3143.825684
	Iteration 14Q: 3 clusters Score -3991510 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 37896 members 
Entering Unmasked Estep 
Score: -3991620.250000 Penalty: 3143.825684
	Iteration 15Q: 3 clusters Score -3991620 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 37973 members 
Entering Unmasked Estep 
Score: -3991698.500000 Penalty: 3143.825684
	Iteration 16Q: 3 clusters Score -3991698 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 38021 members 
Entering Unmasked Estep 
Score: -3991747.500000 Penalty: 3143.825684
	Iteration 17Q: 3 clusters Score -3991748 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 38055 members 
Entering Unmasked Estep 
Score: -3991772.500000 Penalty: 3143.825684
	Iteration 18Q: 3 clusters Score -3991772 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 38079 members 
Entering Unmasked Estep 
Score: -3991801.000000 Penalty: 3143.825684
	Iteration 19Q: 3 clusters Score -3991801 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 38109 members 
Entering Unmasked Estep 
Score: -3991834.250000 Penalty: 3143.825684
	Iteration 20F: 3 clusters Score -3991834 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 38127 members 
Entering Unmasked Estep 
Score: -3991844.250000 Penalty: 3143.825684
	Iteration 21Q: 3 clusters Score -3991844 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 38133 members 
Entering Unmasked Estep 
Score: -3991855.750000 Penalty: 3143.825684
	Iteration 22Q: 3 clusters Score -3991856 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 38141 members 
Entering Unmasked Estep 
Score: -3991860.500000 Penalty: 3143.825684
	Iteration 23Q: 3 clusters Score -3991860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 38146 members 
Entering Unmasked Estep 
Score: -3991870.000000 Penalty: 3143.825684
	Iteration 24Q: 3 clusters Score -3991870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 38153 members 
Entering Unmasked Estep 
Score: -3991873.250000 Penalty: 3143.825684
	Iteration 25Q: 3 clusters Score -3991873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 38159 members 
Entering Unmasked Estep 
Score: -3991880.500000 Penalty: 3143.825684
	Iteration 26Q: 3 clusters Score -3991880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 38161 members 
Entering Unmasked Estep 
Score: -3991881.000000 Penalty: 3143.825684
	Iteration 27Q: 3 clusters Score -3991881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 38164 members 
Entering Unmasked Estep 
Score: -3991881.750000 Penalty: 3143.825684
	Iteration 28Q: 3 clusters Score -3991882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 38166 members 
Entering Unmasked Estep 
Score: -3991885.250000 Penalty: 3143.825684
	Iteration 29Q: 3 clusters Score -3991885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 38169 members 
Entering Unmasked Estep 
Score: -3991882.500000 Penalty: 3143.825684
	Iteration 30Q: 3 clusters Score -3991882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 38175 members 
Entering Unmasked Estep 
Score: -3991887.750000 Penalty: 3143.825684
	Iteration 31Q: 3 clusters Score -3991888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 38177 members 
Entering Unmasked Estep 
Score: -3991888.500000 Penalty: 3143.825684
	Iteration 32Q: 3 clusters Score -3991888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 38177 members 
Entering Unmasked Estep 
Score: -3991888.000000 Penalty: 3143.825684
	Iteration 33Q: 3 clusters Score -3991888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 38177 members 
Entering Unmasked Estep 
Score: -3991894.500000 Penalty: 3143.825684
	Iteration 34Q: 3 clusters Score -3991894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 38179 members 
Entering Unmasked Estep 
Score: -3991896.500000 Penalty: 3143.825684
	Iteration 35Q: 3 clusters Score -3991896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 38180 members 
Entering Unmasked Estep 
Score: -3991898.500000 Penalty: 3143.825684
	Iteration 36Q: 3 clusters Score -3991898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 38181 members 
Entering Unmasked Estep 
Score: -3991897.000000 Penalty: 3143.825684
	Iteration 37Q: 3 clusters Score -3991897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 38181 members 
Entering Unmasked Estep 
Score: -3991897.000000 Penalty: 3143.825684
	Iteration 38F: 3 clusters Score -3991897 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (17869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Entering Unmasked Estep 
Score: -1876486.750000 Penalty: 1456.874512
	Iteration 0F: 2 clusters Score -1876487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1864714.500000 Penalty: 2913.749023
	Iteration 0F: 3 clusters Score -1864714 nChanged 7817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1868948.500000 Penalty: 2913.749023
	Iteration 1F: 3 clusters Score -1868948 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1869402.750000 Penalty: 2913.749023
	Iteration 2F: 3 clusters Score -1869403 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1869775.125000 Penalty: 2913.749023
	Iteration 3F: 3 clusters Score -1869775 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1870128.250000 Penalty: 2913.749023
	Iteration 4Q: 3 clusters Score -1870128 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1870509.750000 Penalty: 2913.749023
	Iteration 5Q: 3 clusters Score -1870510 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1870934.500000 Penalty: 2913.749023
	Iteration 6Q: 3 clusters Score -1870934 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1871341.750000 Penalty: 2913.749023
	Iteration 7Q: 3 clusters Score -1871342 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1871747.125000 Penalty: 2913.749023
	Iteration 8Q: 3 clusters Score -1871747 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1872096.375000 Penalty: 2913.749023
	Iteration 9Q: 3 clusters Score -1872096 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1872392.875000 Penalty: 2913.749023
	Iteration 10Q: 3 clusters Score -1872393 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1872647.375000 Penalty: 2913.749023
	Iteration 11Q: 3 clusters Score -1872647 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1872836.250000 Penalty: 2913.749023
	Iteration 12Q: 3 clusters Score -1872836 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1872994.125000 Penalty: 2913.749023
	Iteration 13Q: 3 clusters Score -1872994 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1873124.000000 Penalty: 2913.749023
	Iteration 14Q: 3 clusters Score -1873124 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1873251.875000 Penalty: 2913.749023
	Iteration 15Q: 3 clusters Score -1873252 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1873337.750000 Penalty: 2913.749023
	Iteration 16Q: 3 clusters Score -1873338 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1873419.875000 Penalty: 2913.749023
	Iteration 17Q: 3 clusters Score -1873420 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1873507.500000 Penalty: 2913.749023
	Iteration 18Q: 3 clusters Score -1873508 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1873559.625000 Penalty: 2913.749023
	Iteration 19Q: 3 clusters Score -1873560 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1873614.500000 Penalty: 2913.749023
	Iteration 20F: 3 clusters Score -1873614 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1873668.625000 Penalty: 2913.749023
	Iteration 21Q: 3 clusters Score -1873669 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1873720.500000 Penalty: 2913.749023
	Iteration 22Q: 3 clusters Score -1873720 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1873775.375000 Penalty: 2913.749023
	Iteration 23Q: 3 clusters Score -1873775 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1873837.625000 Penalty: 2913.749023
	Iteration 24Q: 3 clusters Score -1873838 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1873901.625000 Penalty: 2913.749023
	Iteration 25Q: 3 clusters Score -1873902 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1873976.375000 Penalty: 2913.749023
	Iteration 26Q: 3 clusters Score -1873976 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1874061.125000 Penalty: 2913.749023
	Iteration 27Q: 3 clusters Score -1874061 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1874136.250000 Penalty: 2913.749023
	Iteration 28Q: 3 clusters Score -1874136 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1874222.125000 Penalty: 2913.749023
	Iteration 29Q: 3 clusters Score -1874222 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1874300.875000 Penalty: 2913.749023
	Iteration 30Q: 3 clusters Score -1874301 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1874382.375000 Penalty: 2913.749023
	Iteration 31Q: 3 clusters Score -1874382 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1874459.375000 Penalty: 2913.749023
	Iteration 32Q: 3 clusters Score -1874459 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1874557.375000 Penalty: 2913.749023
	Iteration 33Q: 3 clusters Score -1874557 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1874657.000000 Penalty: 2913.749023
	Iteration 34Q: 3 clusters Score -1874657 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1874748.625000 Penalty: 2913.749023
	Iteration 35Q: 3 clusters Score -1874749 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1874826.750000 Penalty: 2913.749023
	Iteration 36Q: 3 clusters Score -1874827 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1874891.875000 Penalty: 2913.749023
	Iteration 37Q: 3 clusters Score -1874892 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1874965.125000 Penalty: 2913.749023
	Iteration 38Q: 3 clusters Score -1874965 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1875036.250000 Penalty: 2913.749023
	Iteration 39Q: 3 clusters Score -1875036 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1875118.000000 Penalty: 2913.749023
	Iteration 40F: 3 clusters Score -1875118 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1875178.000000 Penalty: 2913.749023
	Iteration 41Q: 3 clusters Score -1875178 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1875226.625000 Penalty: 2913.749023
	Iteration 42Q: 3 clusters Score -1875227 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1875272.625000 Penalty: 2913.749023
	Iteration 43Q: 3 clusters Score -1875273 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1875307.125000 Penalty: 2913.749023
	Iteration 44Q: 3 clusters Score -1875307 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1875335.500000 Penalty: 2913.749023
	Iteration 45Q: 3 clusters Score -1875336 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1875359.625000 Penalty: 2913.749023
	Iteration 46Q: 3 clusters Score -1875360 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1875384.625000 Penalty: 2913.749023
	Iteration 47Q: 3 clusters Score -1875385 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1875402.500000 Penalty: 2913.749023
	Iteration 48Q: 3 clusters Score -1875402 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1875423.625000 Penalty: 2913.749023
	Iteration 49Q: 3 clusters Score -1875424 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1875441.250000 Penalty: 2913.749023
	Iteration 50Q: 3 clusters Score -1875441 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1875460.625000 Penalty: 2913.749023
	Iteration 51Q: 3 clusters Score -1875461 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1875478.500000 Penalty: 2913.749023
	Iteration 52Q: 3 clusters Score -1875478 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1875490.500000 Penalty: 2913.749023
	Iteration 53Q: 3 clusters Score -1875490 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1875500.625000 Penalty: 2913.749023
	Iteration 54Q: 3 clusters Score -1875501 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1875518.125000 Penalty: 2913.749023
	Iteration 55Q: 3 clusters Score -1875518 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1875533.250000 Penalty: 2913.749023
	Iteration 56Q: 3 clusters Score -1875533 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1875548.125000 Penalty: 2913.749023
	Iteration 57Q: 3 clusters Score -1875548 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1875559.000000 Penalty: 2913.749023
	Iteration 58Q: 3 clusters Score -1875559 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1875566.000000 Penalty: 2913.749023
	Iteration 59Q: 3 clusters Score -1875566 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1875575.250000 Penalty: 2913.749023
	Iteration 60F: 3 clusters Score -1875575 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1875591.875000 Penalty: 2913.749023
	Iteration 61Q: 3 clusters Score -1875592 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1875592.125000 Penalty: 2913.749023
	Iteration 62Q: 3 clusters Score -1875592 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1875597.375000 Penalty: 2913.749023
	Iteration 63Q: 3 clusters Score -1875597 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1875604.250000 Penalty: 2913.749023
	Iteration 64Q: 3 clusters Score -1875604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1875607.000000 Penalty: 2913.749023
	Iteration 65Q: 3 clusters Score -1875607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1875610.125000 Penalty: 2913.749023
	Iteration 66Q: 3 clusters Score -1875610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1875613.750000 Penalty: 2913.749023
	Iteration 67Q: 3 clusters Score -1875614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1875614.500000 Penalty: 2913.749023
	Iteration 68Q: 3 clusters Score -1875614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1875616.250000 Penalty: 2913.749023
	Iteration 69Q: 3 clusters Score -1875616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1875616.875000 Penalty: 2913.749023
	Iteration 70Q: 3 clusters Score -1875617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1875614.250000 Penalty: 2913.749023
	Iteration 71Q: 3 clusters Score -1875614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1875617.750000 Penalty: 2913.749023
	Iteration 72Q: 3 clusters Score -1875618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1875618.500000 Penalty: 2913.749023
	Iteration 73Q: 3 clusters Score -1875618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1875616.625000 Penalty: 2913.749023
	Iteration 74Q: 3 clusters Score -1875617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1875618.125000 Penalty: 2913.749023
	Iteration 75Q: 3 clusters Score -1875618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1875619.750000 Penalty: 2913.749023
	Iteration 76Q: 3 clusters Score -1875620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1875620.375000 Penalty: 2913.749023
	Iteration 77Q: 3 clusters Score -1875620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1875620.875000 Penalty: 2913.749023
	Iteration 78Q: 3 clusters Score -1875621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1875624.375000 Penalty: 2913.749023
	Iteration 79Q: 3 clusters Score -1875624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1875622.125000 Penalty: 2913.749023
	Iteration 80F: 3 clusters Score -1875622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Entering Unmasked Estep 
Score: -751567.312500 Penalty: 1327.433350
	Iteration 0F: 2 clusters Score -751567.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -746329.250000 Penalty: 2654.866699
	Iteration 0F: 3 clusters Score -746329.2 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -747938.875000 Penalty: 2654.866699
	Iteration 1F: 3 clusters Score -747938.9 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -748202.687500 Penalty: 2654.866699
	Iteration 2F: 3 clusters Score -748202.7 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -748389.625000 Penalty: 2654.866699
	Iteration 3F: 3 clusters Score -748389.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -748547.000000 Penalty: 2654.866699
	Iteration 4Q: 3 clusters Score -748547 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -748672.875000 Penalty: 2654.866699
	Iteration 5Q: 3 clusters Score -748672.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -748765.687500 Penalty: 2654.866699
	Iteration 6Q: 3 clusters Score -748765.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -748856.312500 Penalty: 2654.866699
	Iteration 7Q: 3 clusters Score -748856.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -748952.562500 Penalty: 2654.866699
	Iteration 8Q: 3 clusters Score -748952.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -749050.812500 Penalty: 2654.866699
	Iteration 9Q: 3 clusters Score -749050.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -749146.437500 Penalty: 2654.866699
	Iteration 10Q: 3 clusters Score -749146.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -749236.187500 Penalty: 2654.866699
	Iteration 11Q: 3 clusters Score -749236.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -749316.375000 Penalty: 2654.866699
	Iteration 12Q: 3 clusters Score -749316.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -749401.500000 Penalty: 2654.866699
	Iteration 13Q: 3 clusters Score -749401.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -749476.937500 Penalty: 2654.866699
	Iteration 14Q: 3 clusters Score -749476.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -749561.687500 Penalty: 2654.866699
	Iteration 15Q: 3 clusters Score -749561.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -749644.000000 Penalty: 2654.866699
	Iteration 16Q: 3 clusters Score -749644 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -749723.750000 Penalty: 2654.866699
	Iteration 17Q: 3 clusters Score -749723.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -749787.250000 Penalty: 2654.866699
	Iteration 18Q: 3 clusters Score -749787.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -749850.875000 Penalty: 2654.866699
	Iteration 19Q: 3 clusters Score -749850.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -749909.000000 Penalty: 2654.866699
	Iteration 20F: 3 clusters Score -749909 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -749970.750000 Penalty: 2654.866699
	Iteration 21Q: 3 clusters Score -749970.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -750031.250000 Penalty: 2654.866699
	Iteration 22Q: 3 clusters Score -750031.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -750084.687500 Penalty: 2654.866699
	Iteration 23Q: 3 clusters Score -750084.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -750126.125000 Penalty: 2654.866699
	Iteration 24Q: 3 clusters Score -750126.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -750169.562500 Penalty: 2654.866699
	Iteration 25Q: 3 clusters Score -750169.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -750214.187500 Penalty: 2654.866699
	Iteration 26Q: 3 clusters Score -750214.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -750250.187500 Penalty: 2654.866699
	Iteration 27Q: 3 clusters Score -750250.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -750277.312500 Penalty: 2654.866699
	Iteration 28Q: 3 clusters Score -750277.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -750305.312500 Penalty: 2654.866699
	Iteration 29Q: 3 clusters Score -750305.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -750325.312500 Penalty: 2654.866699
	Iteration 30Q: 3 clusters Score -750325.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -750345.375000 Penalty: 2654.866699
	Iteration 31Q: 3 clusters Score -750345.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -750364.187500 Penalty: 2654.866699
	Iteration 32Q: 3 clusters Score -750364.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -750379.812500 Penalty: 2654.866699
	Iteration 33Q: 3 clusters Score -750379.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -750398.625000 Penalty: 2654.866699
	Iteration 34Q: 3 clusters Score -750398.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -750411.437500 Penalty: 2654.866699
	Iteration 35Q: 3 clusters Score -750411.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -750427.375000 Penalty: 2654.866699
	Iteration 36Q: 3 clusters Score -750427.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -750437.437500 Penalty: 2654.866699
	Iteration 37Q: 3 clusters Score -750437.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -750449.187500 Penalty: 2654.866699
	Iteration 38Q: 3 clusters Score -750449.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -750459.125000 Penalty: 2654.866699
	Iteration 39Q: 3 clusters Score -750459.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -750461.875000 Penalty: 2654.866699
	Iteration 40F: 3 clusters Score -750461.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -750463.062500 Penalty: 2654.866699
	Iteration 41Q: 3 clusters Score -750463.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -750463.875000 Penalty: 2654.866699
	Iteration 42Q: 3 clusters Score -750463.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -750465.062500 Penalty: 2654.866699
	Iteration 43Q: 3 clusters Score -750465.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -750467.437500 Penalty: 2654.866699
	Iteration 44Q: 3 clusters Score -750467.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -750467.625000 Penalty: 2654.866699
	Iteration 45Q: 3 clusters Score -750467.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -750470.687500 Penalty: 2654.866699
	Iteration 46Q: 3 clusters Score -750470.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -750473.437500 Penalty: 2654.866699
	Iteration 47Q: 3 clusters Score -750473.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -750477.625000 Penalty: 2654.866699
	Iteration 48Q: 3 clusters Score -750477.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -750479.437500 Penalty: 2654.866699
	Iteration 49Q: 3 clusters Score -750479.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -750484.125000 Penalty: 2654.866699
	Iteration 50Q: 3 clusters Score -750484.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -750485.375000 Penalty: 2654.866699
	Iteration 51Q: 3 clusters Score -750485.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -750486.750000 Penalty: 2654.866699
	Iteration 52Q: 3 clusters Score -750486.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -750488.000000 Penalty: 2654.866699
	Iteration 53Q: 3 clusters Score -750488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -750489.437500 Penalty: 2654.866699
	Iteration 54Q: 3 clusters Score -750489.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -750490.500000 Penalty: 2654.866699
	Iteration 55Q: 3 clusters Score -750490.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -750491.062500 Penalty: 2654.866699
	Iteration 56Q: 3 clusters Score -750491.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -750491.062500 Penalty: 2654.866699
	Iteration 57F: 3 clusters Score -750491.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (20904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Entering Unmasked Estep 
Score: -2116079.250000 Penalty: 1480.217163
	Iteration 0F: 2 clusters Score -2116079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -2102480.750000 Penalty: 2960.434326
	Iteration 0F: 3 clusters Score -2102481 nChanged 9097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -2107547.750000 Penalty: 2960.434326
	Iteration 1F: 3 clusters Score -2107548 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -2108129.250000 Penalty: 2960.434326
	Iteration 2F: 3 clusters Score -2108129 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -2108722.250000 Penalty: 2960.434326
	Iteration 3F: 3 clusters Score -2108722 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -2109407.500000 Penalty: 2960.434326
	Iteration 4F: 3 clusters Score -2109408 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -2110149.500000 Penalty: 2960.434326
	Iteration 5F: 3 clusters Score -2110150 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -2110888.000000 Penalty: 2960.434326
	Iteration 6F: 3 clusters Score -2110888 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -2111620.500000 Penalty: 2960.434326
	Iteration 7F: 3 clusters Score -2111620 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -2112212.000000 Penalty: 2960.434326
	Iteration 8Q: 3 clusters Score -2112212 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -2112656.500000 Penalty: 2960.434326
	Iteration 9Q: 3 clusters Score -2112656 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -2112919.250000 Penalty: 2960.434326
	Iteration 10Q: 3 clusters Score -2112919 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -2113115.250000 Penalty: 2960.434326
	Iteration 11Q: 3 clusters Score -2113115 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -2113228.500000 Penalty: 2960.434326
	Iteration 12Q: 3 clusters Score -2113228 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -2113288.500000 Penalty: 2960.434326
	Iteration 13Q: 3 clusters Score -2113288 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -2113337.500000 Penalty: 2960.434326
	Iteration 14Q: 3 clusters Score -2113338 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -2113368.750000 Penalty: 2960.434326
	Iteration 15Q: 3 clusters Score -2113369 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -2113397.000000 Penalty: 2960.434326
	Iteration 16Q: 3 clusters Score -2113397 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -2113428.250000 Penalty: 2960.434326
	Iteration 17Q: 3 clusters Score -2113428 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -2113446.000000 Penalty: 2960.434326
	Iteration 18Q: 3 clusters Score -2113446 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -2113484.500000 Penalty: 2960.434326
	Iteration 19Q: 3 clusters Score -2113484 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -2113509.250000 Penalty: 2960.434326
	Iteration 20F: 3 clusters Score -2113509 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -2113534.250000 Penalty: 2960.434326
	Iteration 21Q: 3 clusters Score -2113534 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -2113562.750000 Penalty: 2960.434326
	Iteration 22Q: 3 clusters Score -2113563 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -2113574.500000 Penalty: 2960.434326
	Iteration 23Q: 3 clusters Score -2113574 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -2113602.250000 Penalty: 2960.434326
	Iteration 24Q: 3 clusters Score -2113602 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -2113614.000000 Penalty: 2960.434326
	Iteration 25Q: 3 clusters Score -2113614 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -2113629.000000 Penalty: 2960.434326
	Iteration 26Q: 3 clusters Score -2113629 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -2113652.250000 Penalty: 2960.434326
	Iteration 27Q: 3 clusters Score -2113652 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -2113678.750000 Penalty: 2960.434326
	Iteration 28Q: 3 clusters Score -2113679 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -2113698.250000 Penalty: 2960.434326
	Iteration 29Q: 3 clusters Score -2113698 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -2113715.250000 Penalty: 2960.434326
	Iteration 30Q: 3 clusters Score -2113715 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -2113740.000000 Penalty: 2960.434326
	Iteration 31Q: 3 clusters Score -2113740 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -2113781.000000 Penalty: 2960.434326
	Iteration 32Q: 3 clusters Score -2113781 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -2113802.500000 Penalty: 2960.434326
	Iteration 33Q: 3 clusters Score -2113802 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -2113826.500000 Penalty: 2960.434326
	Iteration 34Q: 3 clusters Score -2113826 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -2113856.000000 Penalty: 2960.434326
	Iteration 35Q: 3 clusters Score -2113856 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -2113878.250000 Penalty: 2960.434326
	Iteration 36Q: 3 clusters Score -2113878 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -2113907.000000 Penalty: 2960.434326
	Iteration 37Q: 3 clusters Score -2113907 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -2113930.750000 Penalty: 2960.434326
	Iteration 38Q: 3 clusters Score -2113931 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -2113944.750000 Penalty: 2960.434326
	Iteration 39Q: 3 clusters Score -2113945 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -2113977.500000 Penalty: 2960.434326
	Iteration 40F: 3 clusters Score -2113978 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -2113997.000000 Penalty: 2960.434326
	Iteration 41Q: 3 clusters Score -2113997 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -2114022.500000 Penalty: 2960.434326
	Iteration 42Q: 3 clusters Score -2114022 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -2114052.500000 Penalty: 2960.434326
	Iteration 43Q: 3 clusters Score -2114052 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -2114080.000000 Penalty: 2960.434326
	Iteration 44Q: 3 clusters Score -2114080 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -2114100.000000 Penalty: 2960.434326
	Iteration 45Q: 3 clusters Score -2114100 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -2114116.500000 Penalty: 2960.434326
	Iteration 46Q: 3 clusters Score -2114116 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -2114136.500000 Penalty: 2960.434326
	Iteration 47Q: 3 clusters Score -2114136 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -2114149.750000 Penalty: 2960.434326
	Iteration 48Q: 3 clusters Score -2114150 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -2114161.250000 Penalty: 2960.434326
	Iteration 49Q: 3 clusters Score -2114161 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -2114170.750000 Penalty: 2960.434326
	Iteration 50Q: 3 clusters Score -2114171 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -2114184.750000 Penalty: 2960.434326
	Iteration 51Q: 3 clusters Score -2114185 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -2114205.750000 Penalty: 2960.434326
	Iteration 52Q: 3 clusters Score -2114206 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -2114218.750000 Penalty: 2960.434326
	Iteration 53Q: 3 clusters Score -2114219 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -2114239.500000 Penalty: 2960.434326
	Iteration 54Q: 3 clusters Score -2114240 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -2114261.250000 Penalty: 2960.434326
	Iteration 55Q: 3 clusters Score -2114261 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -2114277.750000 Penalty: 2960.434326
	Iteration 56Q: 3 clusters Score -2114278 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -2114286.250000 Penalty: 2960.434326
	Iteration 57Q: 3 clusters Score -2114286 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -2114295.750000 Penalty: 2960.434326
	Iteration 58Q: 3 clusters Score -2114296 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -2114317.000000 Penalty: 2960.434326
	Iteration 59Q: 3 clusters Score -2114317 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -2114340.500000 Penalty: 2960.434326
	Iteration 60F: 3 clusters Score -2114340 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -2114354.250000 Penalty: 2960.434326
	Iteration 61Q: 3 clusters Score -2114354 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -2114361.250000 Penalty: 2960.434326
	Iteration 62Q: 3 clusters Score -2114361 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -2114374.250000 Penalty: 2960.434326
	Iteration 63Q: 3 clusters Score -2114374 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -2114390.000000 Penalty: 2960.434326
	Iteration 64Q: 3 clusters Score -2114390 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -2114396.750000 Penalty: 2960.434326
	Iteration 65Q: 3 clusters Score -2114397 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -2114402.500000 Penalty: 2960.434326
	Iteration 66Q: 3 clusters Score -2114402 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -2114412.500000 Penalty: 2960.434326
	Iteration 67Q: 3 clusters Score -2114412 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -2114423.000000 Penalty: 2960.434326
	Iteration 68Q: 3 clusters Score -2114423 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -2114435.250000 Penalty: 2960.434326
	Iteration 69Q: 3 clusters Score -2114435 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -2114441.250000 Penalty: 2960.434326
	Iteration 70Q: 3 clusters Score -2114441 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -2114446.250000 Penalty: 2960.434326
	Iteration 71Q: 3 clusters Score -2114446 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -2114455.750000 Penalty: 2960.434326
	Iteration 72Q: 3 clusters Score -2114456 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -2114461.000000 Penalty: 2960.434326
	Iteration 73Q: 3 clusters Score -2114461 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -2114465.250000 Penalty: 2960.434326
	Iteration 74Q: 3 clusters Score -2114465 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -2114468.500000 Penalty: 2960.434326
	Iteration 75Q: 3 clusters Score -2114468 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -2114474.500000 Penalty: 2960.434326
	Iteration 76Q: 3 clusters Score -2114474 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -2114480.500000 Penalty: 2960.434326
	Iteration 77Q: 3 clusters Score -2114480 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -2114486.500000 Penalty: 2960.434326
	Iteration 78Q: 3 clusters Score -2114486 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -2114489.250000 Penalty: 2960.434326
	Iteration 79Q: 3 clusters Score -2114489 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -2114500.500000 Penalty: 2960.434326
	Iteration 80F: 3 clusters Score -2114500 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -2114503.250000 Penalty: 2960.434326
	Iteration 81Q: 3 clusters Score -2114503 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -2114511.750000 Penalty: 2960.434326
	Iteration 82Q: 3 clusters Score -2114512 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -2114518.000000 Penalty: 2960.434326
	Iteration 83Q: 3 clusters Score -2114518 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -2114521.250000 Penalty: 2960.434326
	Iteration 84Q: 3 clusters Score -2114521 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -2114536.500000 Penalty: 2960.434326
	Iteration 85Q: 3 clusters Score -2114536 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -2114540.750000 Penalty: 2960.434326
	Iteration 86Q: 3 clusters Score -2114541 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -2114543.750000 Penalty: 2960.434326
	Iteration 87Q: 3 clusters Score -2114544 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -2114564.250000 Penalty: 2960.434326
	Iteration 88Q: 3 clusters Score -2114564 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -2114575.750000 Penalty: 2960.434326
	Iteration 89Q: 3 clusters Score -2114576 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -2114588.500000 Penalty: 2960.434326
	Iteration 90Q: 3 clusters Score -2114588 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -2114603.500000 Penalty: 2960.434326
	Iteration 91Q: 3 clusters Score -2114604 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -2114622.500000 Penalty: 2960.434326
	Iteration 92Q: 3 clusters Score -2114622 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -2114635.250000 Penalty: 2960.434326
	Iteration 93Q: 3 clusters Score -2114635 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -2114648.250000 Penalty: 2960.434326
	Iteration 94Q: 3 clusters Score -2114648 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -2114660.500000 Penalty: 2960.434326
	Iteration 95Q: 3 clusters Score -2114660 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -2114675.500000 Penalty: 2960.434326
	Iteration 96Q: 3 clusters Score -2114676 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -2114688.500000 Penalty: 2960.434326
	Iteration 97Q: 3 clusters Score -2114688 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -2114690.500000 Penalty: 2960.434326
	Iteration 98Q: 3 clusters Score -2114690 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -2114696.500000 Penalty: 2960.434326
	Iteration 99Q: 3 clusters Score -2114696 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2114702.750000 Penalty: 2960.434326
	Iteration 100F: 3 clusters Score -2114703 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -2114705.500000 Penalty: 2960.434326
	Iteration 101Q: 3 clusters Score -2114706 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -2114714.250000 Penalty: 2960.434326
	Iteration 102Q: 3 clusters Score -2114714 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2114716.000000 Penalty: 2960.434326
	Iteration 103Q: 3 clusters Score -2114716 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -2114712.750000 Penalty: 2960.434326
	Iteration 104Q: 3 clusters Score -2114713 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2114718.250000 Penalty: 2960.434326
	Iteration 105Q: 3 clusters Score -2114718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -2114722.750000 Penalty: 2960.434326
	Iteration 106Q: 3 clusters Score -2114723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -2114725.250000 Penalty: 2960.434326
	Iteration 107Q: 3 clusters Score -2114725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -2114724.750000 Penalty: 2960.434326
	Iteration 108Q: 3 clusters Score -2114725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2114729.500000 Penalty: 2960.434326
	Iteration 109Q: 3 clusters Score -2114730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -2114733.750000 Penalty: 2960.434326
	Iteration 110Q: 3 clusters Score -2114734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2114738.000000 Penalty: 2960.434326
	Iteration 111Q: 3 clusters Score -2114738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -2114737.500000 Penalty: 2960.434326
	Iteration 112Q: 3 clusters Score -2114738 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -2114741.500000 Penalty: 2960.434326
	Iteration 113Q: 3 clusters Score -2114742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2114744.250000 Penalty: 2960.434326
	Iteration 114Q: 3 clusters Score -2114744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2114742.500000 Penalty: 2960.434326
	Iteration 115Q: 3 clusters Score -2114742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2114744.250000 Penalty: 2960.434326
	Iteration 116Q: 3 clusters Score -2114744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2114749.000000 Penalty: 2960.434326
	Iteration 117Q: 3 clusters Score -2114749 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2114751.000000 Penalty: 2960.434326
	Iteration 118Q: 3 clusters Score -2114751 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -2114755.000000 Penalty: 2960.434326
	Iteration 119Q: 3 clusters Score -2114755 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -2114754.250000 Penalty: 2960.434326
	Iteration 120F: 3 clusters Score -2114754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -2114757.500000 Penalty: 2960.434326
	Iteration 121Q: 3 clusters Score -2114758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -2114758.750000 Penalty: 2960.434326
	Iteration 122Q: 3 clusters Score -2114759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -2114763.250000 Penalty: 2960.434326
	Iteration 123Q: 3 clusters Score -2114763 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2114761.500000 Penalty: 2960.434326
	Iteration 124Q: 3 clusters Score -2114762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2114767.500000 Penalty: 2960.434326
	Iteration 125Q: 3 clusters Score -2114768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2114771.750000 Penalty: 2960.434326
	Iteration 126Q: 3 clusters Score -2114772 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2114773.250000 Penalty: 2960.434326
	Iteration 127Q: 3 clusters Score -2114773 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2114776.500000 Penalty: 2960.434326
	Iteration 128Q: 3 clusters Score -2114776 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2114783.500000 Penalty: 2960.434326
	Iteration 129Q: 3 clusters Score -2114784 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2114787.750000 Penalty: 2960.434326
	Iteration 130Q: 3 clusters Score -2114788 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2114795.250000 Penalty: 2960.434326
	Iteration 131Q: 3 clusters Score -2114795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2114796.500000 Penalty: 2960.434326
	Iteration 132Q: 3 clusters Score -2114796 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2114800.000000 Penalty: 2960.434326
	Iteration 133Q: 3 clusters Score -2114800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2114804.500000 Penalty: 2960.434326
	Iteration 134Q: 3 clusters Score -2114804 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2114808.750000 Penalty: 2960.434326
	Iteration 135Q: 3 clusters Score -2114809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2114810.250000 Penalty: 2960.434326
	Iteration 136Q: 3 clusters Score -2114810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2114808.000000 Penalty: 2960.434326
	Iteration 137Q: 3 clusters Score -2114808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2114814.500000 Penalty: 2960.434326
	Iteration 138Q: 3 clusters Score -2114814 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2114817.750000 Penalty: 2960.434326
	Iteration 139Q: 3 clusters Score -2114818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2114821.000000 Penalty: 2960.434326
	Iteration 140F: 3 clusters Score -2114821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2114826.500000 Penalty: 2960.434326
	Iteration 141Q: 3 clusters Score -2114826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2114823.000000 Penalty: 2960.434326
	Iteration 142Q: 3 clusters Score -2114823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2114820.750000 Penalty: 2960.434326
	Iteration 143Q: 3 clusters Score -2114821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2114822.750000 Penalty: 2960.434326
	Iteration 144Q: 3 clusters Score -2114823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2114828.500000 Penalty: 2960.434326
	Iteration 145Q: 3 clusters Score -2114828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2114828.500000 Penalty: 2960.434326
	Iteration 146Q: 3 clusters Score -2114828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2114830.750000 Penalty: 2960.434326
	Iteration 147Q: 3 clusters Score -2114831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2114834.250000 Penalty: 2960.434326
	Iteration 148Q: 3 clusters Score -2114834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2114836.250000 Penalty: 2960.434326
	Iteration 149Q: 3 clusters Score -2114836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2114835.000000 Penalty: 2960.434326
	Iteration 150Q: 3 clusters Score -2114835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2114831.750000 Penalty: 2960.434326
	Iteration 151Q: 3 clusters Score -2114832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2114833.750000 Penalty: 2960.434326
	Iteration 152Q: 3 clusters Score -2114834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2114838.000000 Penalty: 2960.434326
	Iteration 153Q: 3 clusters Score -2114838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2114836.750000 Penalty: 2960.434326
	Iteration 154Q: 3 clusters Score -2114837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2114840.500000 Penalty: 2960.434326
	Iteration 155Q: 3 clusters Score -2114840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2114842.000000 Penalty: 2960.434326
	Iteration 156Q: 3 clusters Score -2114842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2114845.250000 Penalty: 2960.434326
	Iteration 157Q: 3 clusters Score -2114845 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2114852.500000 Penalty: 2960.434326
	Iteration 158Q: 3 clusters Score -2114852 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2114852.500000 Penalty: 2960.434326
	Iteration 159Q: 3 clusters Score -2114852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2114855.000000 Penalty: 2960.434326
	Iteration 160F: 3 clusters Score -2114855 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2114855.750000 Penalty: 2960.434326
	Iteration 161Q: 3 clusters Score -2114856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2114858.750000 Penalty: 2960.434326
	Iteration 162Q: 3 clusters Score -2114859 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2114863.250000 Penalty: 2960.434326
	Iteration 163Q: 3 clusters Score -2114863 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2114873.000000 Penalty: 2960.434326
	Iteration 164Q: 3 clusters Score -2114873 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2114877.750000 Penalty: 2960.434326
	Iteration 165Q: 3 clusters Score -2114878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2114878.750000 Penalty: 2960.434326
	Iteration 166Q: 3 clusters Score -2114879 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -2114884.750000 Penalty: 2960.434326
	Iteration 167Q: 3 clusters Score -2114885 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2114885.250000 Penalty: 2960.434326
	Iteration 168Q: 3 clusters Score -2114885 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2114892.250000 Penalty: 2960.434326
	Iteration 169Q: 3 clusters Score -2114892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2114890.000000 Penalty: 2960.434326
	Iteration 170Q: 3 clusters Score -2114890 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2114898.000000 Penalty: 2960.434326
	Iteration 171Q: 3 clusters Score -2114898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2114906.000000 Penalty: 2960.434326
	Iteration 172Q: 3 clusters Score -2114906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2114907.750000 Penalty: 2960.434326
	Iteration 173Q: 3 clusters Score -2114908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2114912.750000 Penalty: 2960.434326
	Iteration 174Q: 3 clusters Score -2114913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2114912.500000 Penalty: 2960.434326
	Iteration 175Q: 3 clusters Score -2114912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2114914.500000 Penalty: 2960.434326
	Iteration 176Q: 3 clusters Score -2114914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2114917.750000 Penalty: 2960.434326
	Iteration 177Q: 3 clusters Score -2114918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2114922.000000 Penalty: 2960.434326
	Iteration 178Q: 3 clusters Score -2114922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2114922.500000 Penalty: 2960.434326
	Iteration 179Q: 3 clusters Score -2114922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2114921.500000 Penalty: 2960.434326
	Iteration 180F: 3 clusters Score -2114922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2114923.750000 Penalty: 2960.434326
	Iteration 181Q: 3 clusters Score -2114924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2114923.500000 Penalty: 2960.434326
	Iteration 182Q: 3 clusters Score -2114924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2114924.000000 Penalty: 2960.434326
	Iteration 183Q: 3 clusters Score -2114924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2114922.250000 Penalty: 2960.434326
	Iteration 184Q: 3 clusters Score -2114922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2114924.000000 Penalty: 2960.434326
	Iteration 185Q: 3 clusters Score -2114924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2114925.250000 Penalty: 2960.434326
	Iteration 186Q: 3 clusters Score -2114925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2114925.250000 Penalty: 2960.434326
	Iteration 187F: 3 clusters Score -2114925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Entering Unmasked Estep 
Score: -888300.187500 Penalty: 1351.189331
	Iteration 0F: 2 clusters Score -888300.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -882373.125000 Penalty: 2702.378662
	Iteration 0F: 3 clusters Score -882373.1 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -884234.437500 Penalty: 2702.378662
	Iteration 1F: 3 clusters Score -884234.4 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -884563.937500 Penalty: 2702.378662
	Iteration 2F: 3 clusters Score -884563.9 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -884799.187500 Penalty: 2702.378662
	Iteration 3F: 3 clusters Score -884799.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -884997.562500 Penalty: 2702.378662
	Iteration 4Q: 3 clusters Score -884997.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -885172.625000 Penalty: 2702.378662
	Iteration 5Q: 3 clusters Score -885172.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -885329.937500 Penalty: 2702.378662
	Iteration 6Q: 3 clusters Score -885329.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -885491.187500 Penalty: 2702.378662
	Iteration 7Q: 3 clusters Score -885491.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -885643.375000 Penalty: 2702.378662
	Iteration 8Q: 3 clusters Score -885643.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -885815.625000 Penalty: 2702.378662
	Iteration 9Q: 3 clusters Score -885815.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -886005.312500 Penalty: 2702.378662
	Iteration 10Q: 3 clusters Score -886005.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -886186.437500 Penalty: 2702.378662
	Iteration 11Q: 3 clusters Score -886186.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -886341.875000 Penalty: 2702.378662
	Iteration 12Q: 3 clusters Score -886341.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -886469.187500 Penalty: 2702.378662
	Iteration 13Q: 3 clusters Score -886469.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -886564.625000 Penalty: 2702.378662
	Iteration 14Q: 3 clusters Score -886564.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -886634.500000 Penalty: 2702.378662
	Iteration 15Q: 3 clusters Score -886634.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -886689.062500 Penalty: 2702.378662
	Iteration 16Q: 3 clusters Score -886689.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -886735.437500 Penalty: 2702.378662
	Iteration 17Q: 3 clusters Score -886735.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -886770.437500 Penalty: 2702.378662
	Iteration 18Q: 3 clusters Score -886770.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -886801.562500 Penalty: 2702.378662
	Iteration 19Q: 3 clusters Score -886801.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -886827.375000 Penalty: 2702.378662
	Iteration 20F: 3 clusters Score -886827.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -886851.062500 Penalty: 2702.378662
	Iteration 21Q: 3 clusters Score -886851.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -886871.250000 Penalty: 2702.378662
	Iteration 22Q: 3 clusters Score -886871.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -886889.375000 Penalty: 2702.378662
	Iteration 23Q: 3 clusters Score -886889.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -886898.875000 Penalty: 2702.378662
	Iteration 24Q: 3 clusters Score -886898.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -886910.000000 Penalty: 2702.378662
	Iteration 25Q: 3 clusters Score -886910 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -886914.750000 Penalty: 2702.378662
	Iteration 26Q: 3 clusters Score -886914.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -886920.250000 Penalty: 2702.378662
	Iteration 27Q: 3 clusters Score -886920.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -886929.312500 Penalty: 2702.378662
	Iteration 28Q: 3 clusters Score -886929.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -886937.062500 Penalty: 2702.378662
	Iteration 29Q: 3 clusters Score -886937.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -886944.562500 Penalty: 2702.378662
	Iteration 30Q: 3 clusters Score -886944.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -886951.187500 Penalty: 2702.378662
	Iteration 31Q: 3 clusters Score -886951.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -886960.375000 Penalty: 2702.378662
	Iteration 32Q: 3 clusters Score -886960.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -886962.312500 Penalty: 2702.378662
	Iteration 33Q: 3 clusters Score -886962.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -886968.062500 Penalty: 2702.378662
	Iteration 34Q: 3 clusters Score -886968.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -886973.812500 Penalty: 2702.378662
	Iteration 35Q: 3 clusters Score -886973.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -886985.375000 Penalty: 2702.378662
	Iteration 36Q: 3 clusters Score -886985.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -886993.375000 Penalty: 2702.378662
	Iteration 37Q: 3 clusters Score -886993.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -887004.000000 Penalty: 2702.378662
	Iteration 38Q: 3 clusters Score -887004 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -887015.500000 Penalty: 2702.378662
	Iteration 39Q: 3 clusters Score -887015.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -887021.875000 Penalty: 2702.378662
	Iteration 40F: 3 clusters Score -887021.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -887029.000000 Penalty: 2702.378662
	Iteration 41Q: 3 clusters Score -887029 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -887037.312500 Penalty: 2702.378662
	Iteration 42Q: 3 clusters Score -887037.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -887046.875000 Penalty: 2702.378662
	Iteration 43Q: 3 clusters Score -887046.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -887055.437500 Penalty: 2702.378662
	Iteration 44Q: 3 clusters Score -887055.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -887061.625000 Penalty: 2702.378662
	Iteration 45Q: 3 clusters Score -887061.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -887064.000000 Penalty: 2702.378662
	Iteration 46Q: 3 clusters Score -887064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -887072.312500 Penalty: 2702.378662
	Iteration 47Q: 3 clusters Score -887072.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -887076.812500 Penalty: 2702.378662
	Iteration 48Q: 3 clusters Score -887076.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -887081.000000 Penalty: 2702.378662
	Iteration 49Q: 3 clusters Score -887081 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -887085.875000 Penalty: 2702.378662
	Iteration 50Q: 3 clusters Score -887085.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -887086.312500 Penalty: 2702.378662
	Iteration 51Q: 3 clusters Score -887086.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -887088.750000 Penalty: 2702.378662
	Iteration 52Q: 3 clusters Score -887088.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -887090.062500 Penalty: 2702.378662
	Iteration 53Q: 3 clusters Score -887090.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -887092.312500 Penalty: 2702.378662
	Iteration 54Q: 3 clusters Score -887092.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -887094.937500 Penalty: 2702.378662
	Iteration 55Q: 3 clusters Score -887094.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -887095.312500 Penalty: 2702.378662
	Iteration 56Q: 3 clusters Score -887095.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -887096.187500 Penalty: 2702.378662
	Iteration 57Q: 3 clusters Score -887096.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -887100.750000 Penalty: 2702.378662
	Iteration 58Q: 3 clusters Score -887100.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -887103.250000 Penalty: 2702.378662
	Iteration 59Q: 3 clusters Score -887103.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -887107.187500 Penalty: 2702.378662
	Iteration 60F: 3 clusters Score -887107.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -887109.062500 Penalty: 2702.378662
	Iteration 61Q: 3 clusters Score -887109.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -887112.437500 Penalty: 2702.378662
	Iteration 62Q: 3 clusters Score -887112.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -887117.625000 Penalty: 2702.378662
	Iteration 63Q: 3 clusters Score -887117.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -887121.687500 Penalty: 2702.378662
	Iteration 64Q: 3 clusters Score -887121.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -887127.875000 Penalty: 2702.378662
	Iteration 65Q: 3 clusters Score -887127.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -887134.625000 Penalty: 2702.378662
	Iteration 66Q: 3 clusters Score -887134.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -887139.500000 Penalty: 2702.378662
	Iteration 67Q: 3 clusters Score -887139.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -887139.250000 Penalty: 2702.378662
	Iteration 68Q: 3 clusters Score -887139.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -887139.437500 Penalty: 2702.378662
	Iteration 69Q: 3 clusters Score -887139.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -887141.375000 Penalty: 2702.378662
	Iteration 70Q: 3 clusters Score -887141.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -887145.875000 Penalty: 2702.378662
	Iteration 71Q: 3 clusters Score -887145.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -887147.875000 Penalty: 2702.378662
	Iteration 72Q: 3 clusters Score -887147.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -887147.875000 Penalty: 2702.378662
	Iteration 73Q: 3 clusters Score -887147.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -887150.000000 Penalty: 2702.378662
	Iteration 74Q: 3 clusters Score -887150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -887152.250000 Penalty: 2702.378662
	Iteration 75Q: 3 clusters Score -887152.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -887150.812500 Penalty: 2702.378662
	Iteration 76Q: 3 clusters Score -887150.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -887151.000000 Penalty: 2702.378662
	Iteration 77Q: 3 clusters Score -887151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -887151.000000 Penalty: 2702.378662
	Iteration 78Q: 3 clusters Score -887151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -887151.187500 Penalty: 2702.378662
	Iteration 79Q: 3 clusters Score -887151.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -887151.187500 Penalty: 2702.378662
	Iteration 80F: 3 clusters Score -887151.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (19321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Entering Unmasked Estep 
Score: -1845432.250000 Penalty: 1468.499512
	Iteration 0F: 2 clusters Score -1845432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1832899.375000 Penalty: 2936.999023
	Iteration 0F: 3 clusters Score -1832899 nChanged 8433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1837462.625000 Penalty: 2936.999023
	Iteration 1F: 3 clusters Score -1837463 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1837908.000000 Penalty: 2936.999023
	Iteration 2F: 3 clusters Score -1837908 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1838299.250000 Penalty: 2936.999023
	Iteration 3F: 3 clusters Score -1838299 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1838665.500000 Penalty: 2936.999023
	Iteration 4Q: 3 clusters Score -1838666 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1839017.500000 Penalty: 2936.999023
	Iteration 5Q: 3 clusters Score -1839018 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1839360.000000 Penalty: 2936.999023
	Iteration 6Q: 3 clusters Score -1839360 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1839693.125000 Penalty: 2936.999023
	Iteration 7Q: 3 clusters Score -1839693 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1840027.250000 Penalty: 2936.999023
	Iteration 8Q: 3 clusters Score -1840027 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1840395.000000 Penalty: 2936.999023
	Iteration 9Q: 3 clusters Score -1840395 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1840801.250000 Penalty: 2936.999023
	Iteration 10Q: 3 clusters Score -1840801 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1841232.250000 Penalty: 2936.999023
	Iteration 11Q: 3 clusters Score -1841232 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1841664.500000 Penalty: 2936.999023
	Iteration 12Q: 3 clusters Score -1841664 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1842021.125000 Penalty: 2936.999023
	Iteration 13Q: 3 clusters Score -1842021 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1842331.875000 Penalty: 2936.999023
	Iteration 14Q: 3 clusters Score -1842332 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1842562.625000 Penalty: 2936.999023
	Iteration 15Q: 3 clusters Score -1842563 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1842723.750000 Penalty: 2936.999023
	Iteration 16Q: 3 clusters Score -1842724 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1842865.375000 Penalty: 2936.999023
	Iteration 17Q: 3 clusters Score -1842865 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1842995.125000 Penalty: 2936.999023
	Iteration 18Q: 3 clusters Score -1842995 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1843121.500000 Penalty: 2936.999023
	Iteration 19Q: 3 clusters Score -1843122 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1843229.500000 Penalty: 2936.999023
	Iteration 20F: 3 clusters Score -1843230 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1843328.500000 Penalty: 2936.999023
	Iteration 21Q: 3 clusters Score -1843328 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1843436.375000 Penalty: 2936.999023
	Iteration 22Q: 3 clusters Score -1843436 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1843533.000000 Penalty: 2936.999023
	Iteration 23Q: 3 clusters Score -1843533 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1843630.375000 Penalty: 2936.999023
	Iteration 24Q: 3 clusters Score -1843630 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1843735.375000 Penalty: 2936.999023
	Iteration 25Q: 3 clusters Score -1843735 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1843824.875000 Penalty: 2936.999023
	Iteration 26Q: 3 clusters Score -1843825 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1843894.250000 Penalty: 2936.999023
	Iteration 27Q: 3 clusters Score -1843894 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1843967.000000 Penalty: 2936.999023
	Iteration 28Q: 3 clusters Score -1843967 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1844032.875000 Penalty: 2936.999023
	Iteration 29Q: 3 clusters Score -1844033 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1844079.000000 Penalty: 2936.999023
	Iteration 30Q: 3 clusters Score -1844079 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1844119.625000 Penalty: 2936.999023
	Iteration 31Q: 3 clusters Score -1844120 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1844143.625000 Penalty: 2936.999023
	Iteration 32Q: 3 clusters Score -1844144 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1844173.250000 Penalty: 2936.999023
	Iteration 33Q: 3 clusters Score -1844173 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1844195.625000 Penalty: 2936.999023
	Iteration 34Q: 3 clusters Score -1844196 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1844219.875000 Penalty: 2936.999023
	Iteration 35Q: 3 clusters Score -1844220 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1844246.250000 Penalty: 2936.999023
	Iteration 36Q: 3 clusters Score -1844246 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1844273.875000 Penalty: 2936.999023
	Iteration 37Q: 3 clusters Score -1844274 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1844293.000000 Penalty: 2936.999023
	Iteration 38Q: 3 clusters Score -1844293 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1844310.000000 Penalty: 2936.999023
	Iteration 39Q: 3 clusters Score -1844310 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1844318.500000 Penalty: 2936.999023
	Iteration 40F: 3 clusters Score -1844318 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1844330.375000 Penalty: 2936.999023
	Iteration 41Q: 3 clusters Score -1844330 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1844334.750000 Penalty: 2936.999023
	Iteration 42Q: 3 clusters Score -1844335 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1844341.250000 Penalty: 2936.999023
	Iteration 43Q: 3 clusters Score -1844341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1844348.000000 Penalty: 2936.999023
	Iteration 44Q: 3 clusters Score -1844348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1844351.000000 Penalty: 2936.999023
	Iteration 45Q: 3 clusters Score -1844351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1844352.500000 Penalty: 2936.999023
	Iteration 46Q: 3 clusters Score -1844352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1844354.250000 Penalty: 2936.999023
	Iteration 47Q: 3 clusters Score -1844354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1844355.375000 Penalty: 2936.999023
	Iteration 48Q: 3 clusters Score -1844355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1844359.750000 Penalty: 2936.999023
	Iteration 49Q: 3 clusters Score -1844360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1844362.125000 Penalty: 2936.999023
	Iteration 50Q: 3 clusters Score -1844362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1844367.125000 Penalty: 2936.999023
	Iteration 51Q: 3 clusters Score -1844367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1844366.625000 Penalty: 2936.999023
	Iteration 52Q: 3 clusters Score -1844367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1844370.000000 Penalty: 2936.999023
	Iteration 53Q: 3 clusters Score -1844370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1844370.750000 Penalty: 2936.999023
	Iteration 54Q: 3 clusters Score -1844371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1844371.625000 Penalty: 2936.999023
	Iteration 55Q: 3 clusters Score -1844372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1844371.875000 Penalty: 2936.999023
	Iteration 56Q: 3 clusters Score -1844372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1844376.500000 Penalty: 2936.999023
	Iteration 57Q: 3 clusters Score -1844376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1844382.875000 Penalty: 2936.999023
	Iteration 58Q: 3 clusters Score -1844383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1844384.500000 Penalty: 2936.999023
	Iteration 59Q: 3 clusters Score -1844384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1844384.000000 Penalty: 2936.999023
	Iteration 60F: 3 clusters Score -1844384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1844385.375000 Penalty: 2936.999023
	Iteration 61Q: 3 clusters Score -1844385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1844387.250000 Penalty: 2936.999023
	Iteration 62Q: 3 clusters Score -1844387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1844384.500000 Penalty: 2936.999023
	Iteration 63Q: 3 clusters Score -1844384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1844385.500000 Penalty: 2936.999023
	Iteration 64Q: 3 clusters Score -1844386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1844386.000000 Penalty: 2936.999023
	Iteration 65Q: 3 clusters Score -1844386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1844386.000000 Penalty: 2936.999023
	Iteration 66F: 3 clusters Score -1844386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Entering Unmasked Estep 
Score: -62323.445312 Penalty: 980.227478
	Iteration 0F: 2 clusters Score -62323.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -61307.164062 Penalty: 1960.454956
	Iteration 0F: 3 clusters Score -61307.16 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -61619.480469 Penalty: 1960.454956
	Iteration 1F: 3 clusters Score -61619.48 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -61715.050781 Penalty: 1960.454956
	Iteration 2F: 3 clusters Score -61715.05 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -61766.281250 Penalty: 1960.454956
	Iteration 3Q: 3 clusters Score -61766.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -61802.621094 Penalty: 1960.454956
	Iteration 4Q: 3 clusters Score -61802.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -61839.765625 Penalty: 1960.454956
	Iteration 5Q: 3 clusters Score -61839.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -61884.789062 Penalty: 1960.454956
	Iteration 6Q: 3 clusters Score -61884.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -61910.175781 Penalty: 1960.454956
	Iteration 7Q: 3 clusters Score -61910.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -61939.070312 Penalty: 1960.454956
	Iteration 8Q: 3 clusters Score -61939.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -61962.562500 Penalty: 1960.454956
	Iteration 9Q: 3 clusters Score -61962.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -61977.640625 Penalty: 1960.454956
	Iteration 10Q: 3 clusters Score -61977.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -61992.796875 Penalty: 1960.454956
	Iteration 11Q: 3 clusters Score -61992.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -61998.480469 Penalty: 1960.454956
	Iteration 12Q: 3 clusters Score -61998.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -62000.304688 Penalty: 1960.454956
	Iteration 13Q: 3 clusters Score -62000.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -62004.757812 Penalty: 1960.454956
	Iteration 14Q: 3 clusters Score -62004.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -62005.429688 Penalty: 1960.454956
	Iteration 15Q: 3 clusters Score -62005.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -62007.386719 Penalty: 1960.454956
	Iteration 16Q: 3 clusters Score -62007.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -62011.488281 Penalty: 1960.454956
	Iteration 17Q: 3 clusters Score -62011.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -62012.671875 Penalty: 1960.454956
	Iteration 18Q: 3 clusters Score -62012.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -62012.671875 Penalty: 1960.454956
	Iteration 19F: 3 clusters Score -62012.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Entering Unmasked Estep 
Score: -586358.812500 Penalty: 1297.410156
	Iteration 0F: 2 clusters Score -586358.8 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 2994 members 
Entering Unmasked Estep 
Score: -581975.312500 Penalty: 2594.820312
	Iteration 0F: 3 clusters Score -581975.3 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -583400.937500 Penalty: 2594.820312
	Iteration 1F: 3 clusters Score -583400.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -583601.875000 Penalty: 2594.820312
	Iteration 2F: 3 clusters Score -583601.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -583723.187500 Penalty: 2594.820312
	Iteration 3Q: 3 clusters Score -583723.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -583797.687500 Penalty: 2594.820312
	Iteration 4Q: 3 clusters Score -583797.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -583853.125000 Penalty: 2594.820312
	Iteration 5Q: 3 clusters Score -583853.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -583900.750000 Penalty: 2594.820312
	Iteration 6Q: 3 clusters Score -583900.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -583950.625000 Penalty: 2594.820312
	Iteration 7Q: 3 clusters Score -583950.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -584004.625000 Penalty: 2594.820312
	Iteration 8Q: 3 clusters Score -584004.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -584065.500000 Penalty: 2594.820312
	Iteration 9Q: 3 clusters Score -584065.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -584118.937500 Penalty: 2594.820312
	Iteration 10Q: 3 clusters Score -584118.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -584168.937500 Penalty: 2594.820312
	Iteration 11Q: 3 clusters Score -584168.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -584217.875000 Penalty: 2594.820312
	Iteration 12Q: 3 clusters Score -584217.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -584287.000000 Penalty: 2594.820312
	Iteration 13Q: 3 clusters Score -584287 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -584366.000000 Penalty: 2594.820312
	Iteration 14Q: 3 clusters Score -584366 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -584444.625000 Penalty: 2594.820312
	Iteration 15Q: 3 clusters Score -584444.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -584535.687500 Penalty: 2594.820312
	Iteration 16Q: 3 clusters Score -584535.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -584650.812500 Penalty: 2594.820312
	Iteration 17Q: 3 clusters Score -584650.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -584786.375000 Penalty: 2594.820312
	Iteration 18Q: 3 clusters Score -584786.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -584940.437500 Penalty: 2594.820312
	Iteration 19Q: 3 clusters Score -584940.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -585113.562500 Penalty: 2594.820312
	Iteration 20F: 3 clusters Score -585113.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -585264.062500 Penalty: 2594.820312
	Iteration 21Q: 3 clusters Score -585264.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -585388.125000 Penalty: 2594.820312
	Iteration 22Q: 3 clusters Score -585388.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -585475.375000 Penalty: 2594.820312
	Iteration 23Q: 3 clusters Score -585475.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -585533.875000 Penalty: 2594.820312
	Iteration 24Q: 3 clusters Score -585533.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -585583.500000 Penalty: 2594.820312
	Iteration 25Q: 3 clusters Score -585583.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -585616.750000 Penalty: 2594.820312
	Iteration 26Q: 3 clusters Score -585616.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -585634.875000 Penalty: 2594.820312
	Iteration 27Q: 3 clusters Score -585634.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -585654.125000 Penalty: 2594.820312
	Iteration 28Q: 3 clusters Score -585654.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -585671.875000 Penalty: 2594.820312
	Iteration 29Q: 3 clusters Score -585671.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -585681.687500 Penalty: 2594.820312
	Iteration 30Q: 3 clusters Score -585681.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -585692.500000 Penalty: 2594.820312
	Iteration 31Q: 3 clusters Score -585692.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -585698.375000 Penalty: 2594.820312
	Iteration 32Q: 3 clusters Score -585698.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -585710.000000 Penalty: 2594.820312
	Iteration 33Q: 3 clusters Score -585710 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -585719.875000 Penalty: 2594.820312
	Iteration 34Q: 3 clusters Score -585719.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -585729.187500 Penalty: 2594.820312
	Iteration 35Q: 3 clusters Score -585729.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -585737.875000 Penalty: 2594.820312
	Iteration 36Q: 3 clusters Score -585737.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -585750.312500 Penalty: 2594.820312
	Iteration 37Q: 3 clusters Score -585750.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -585764.562500 Penalty: 2594.820312
	Iteration 38Q: 3 clusters Score -585764.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -585786.187500 Penalty: 2594.820312
	Iteration 39Q: 3 clusters Score -585786.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -585808.562500 Penalty: 2594.820312
	Iteration 40F: 3 clusters Score -585808.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -585820.000000 Penalty: 2594.820312
	Iteration 41Q: 3 clusters Score -585820 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -585829.812500 Penalty: 2594.820312
	Iteration 42Q: 3 clusters Score -585829.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -585838.750000 Penalty: 2594.820312
	Iteration 43Q: 3 clusters Score -585838.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -585847.750000 Penalty: 2594.820312
	Iteration 44Q: 3 clusters Score -585847.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -585855.812500 Penalty: 2594.820312
	Iteration 45Q: 3 clusters Score -585855.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -585860.375000 Penalty: 2594.820312
	Iteration 46Q: 3 clusters Score -585860.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -585863.187500 Penalty: 2594.820312
	Iteration 47Q: 3 clusters Score -585863.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -585866.062500 Penalty: 2594.820312
	Iteration 48Q: 3 clusters Score -585866.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -585868.125000 Penalty: 2594.820312
	Iteration 49Q: 3 clusters Score -585868.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -585868.062500 Penalty: 2594.820312
	Iteration 50Q: 3 clusters Score -585868.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -585873.312500 Penalty: 2594.820312
	Iteration 51Q: 3 clusters Score -585873.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -585877.000000 Penalty: 2594.820312
	Iteration 52Q: 3 clusters Score -585877 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -585884.937500 Penalty: 2594.820312
	Iteration 53Q: 3 clusters Score -585884.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -585888.750000 Penalty: 2594.820312
	Iteration 54Q: 3 clusters Score -585888.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -585890.375000 Penalty: 2594.820312
	Iteration 55Q: 3 clusters Score -585890.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -585891.875000 Penalty: 2594.820312
	Iteration 56Q: 3 clusters Score -585891.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -585893.375000 Penalty: 2594.820312
	Iteration 57Q: 3 clusters Score -585893.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -585893.375000 Penalty: 2594.820312
	Iteration 58F: 3 clusters Score -585893.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (15550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Entering Unmasked Estep 
Score: -1627768.375000 Penalty: 1436.190308
	Iteration 0F: 2 clusters Score -1627768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1617607.625000 Penalty: 2872.380615
	Iteration 0F: 3 clusters Score -1617608 nChanged 6763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1621194.625000 Penalty: 2872.380615
	Iteration 1F: 3 clusters Score -1621195 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1621649.000000 Penalty: 2872.380615
	Iteration 2F: 3 clusters Score -1621649 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1622033.250000 Penalty: 2872.380615
	Iteration 3F: 3 clusters Score -1622033 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1622397.375000 Penalty: 2872.380615
	Iteration 4Q: 3 clusters Score -1622397 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1622743.250000 Penalty: 2872.380615
	Iteration 5Q: 3 clusters Score -1622743 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1623081.625000 Penalty: 2872.380615
	Iteration 6Q: 3 clusters Score -1623082 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1623448.625000 Penalty: 2872.380615
	Iteration 7Q: 3 clusters Score -1623449 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1623873.500000 Penalty: 2872.380615
	Iteration 8Q: 3 clusters Score -1623874 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1624296.250000 Penalty: 2872.380615
	Iteration 9Q: 3 clusters Score -1624296 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1624707.625000 Penalty: 2872.380615
	Iteration 10Q: 3 clusters Score -1624708 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1625100.125000 Penalty: 2872.380615
	Iteration 11Q: 3 clusters Score -1625100 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1625445.125000 Penalty: 2872.380615
	Iteration 12Q: 3 clusters Score -1625445 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1625720.125000 Penalty: 2872.380615
	Iteration 13Q: 3 clusters Score -1625720 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1625937.375000 Penalty: 2872.380615
	Iteration 14Q: 3 clusters Score -1625937 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1626123.000000 Penalty: 2872.380615
	Iteration 15Q: 3 clusters Score -1626123 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1626278.375000 Penalty: 2872.380615
	Iteration 16Q: 3 clusters Score -1626278 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1626364.375000 Penalty: 2872.380615
	Iteration 17Q: 3 clusters Score -1626364 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1626434.625000 Penalty: 2872.380615
	Iteration 18Q: 3 clusters Score -1626435 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1626479.750000 Penalty: 2872.380615
	Iteration 19Q: 3 clusters Score -1626480 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1626512.000000 Penalty: 2872.380615
	Iteration 20F: 3 clusters Score -1626512 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1626534.375000 Penalty: 2872.380615
	Iteration 21Q: 3 clusters Score -1626534 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1626560.125000 Penalty: 2872.380615
	Iteration 22Q: 3 clusters Score -1626560 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1626578.375000 Penalty: 2872.380615
	Iteration 23Q: 3 clusters Score -1626578 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1626598.125000 Penalty: 2872.380615
	Iteration 24Q: 3 clusters Score -1626598 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1626603.000000 Penalty: 2872.380615
	Iteration 25Q: 3 clusters Score -1626603 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1626616.500000 Penalty: 2872.380615
	Iteration 26Q: 3 clusters Score -1626616 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1626630.250000 Penalty: 2872.380615
	Iteration 27Q: 3 clusters Score -1626630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1626637.625000 Penalty: 2872.380615
	Iteration 28Q: 3 clusters Score -1626638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1626643.250000 Penalty: 2872.380615
	Iteration 29Q: 3 clusters Score -1626643 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1626651.375000 Penalty: 2872.380615
	Iteration 30Q: 3 clusters Score -1626651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1626662.625000 Penalty: 2872.380615
	Iteration 31Q: 3 clusters Score -1626663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1626664.875000 Penalty: 2872.380615
	Iteration 32Q: 3 clusters Score -1626665 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1626672.250000 Penalty: 2872.380615
	Iteration 33Q: 3 clusters Score -1626672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1626676.750000 Penalty: 2872.380615
	Iteration 34Q: 3 clusters Score -1626677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1626680.750000 Penalty: 2872.380615
	Iteration 35Q: 3 clusters Score -1626681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1626683.000000 Penalty: 2872.380615
	Iteration 36Q: 3 clusters Score -1626683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1626688.875000 Penalty: 2872.380615
	Iteration 37Q: 3 clusters Score -1626689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1626691.500000 Penalty: 2872.380615
	Iteration 38Q: 3 clusters Score -1626692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1626691.500000 Penalty: 2872.380615
	Iteration 39F: 3 clusters Score -1626692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (4892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Entering Unmasked Estep 
Score: -440165.531250 Penalty: 1264.109131
	Iteration 0F: 2 clusters Score -440165.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -436551.156250 Penalty: 2528.218262
	Iteration 0F: 3 clusters Score -436551.2 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -437857.250000 Penalty: 2528.218262
	Iteration 1F: 3 clusters Score -437857.2 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -438401.000000 Penalty: 2528.218262
	Iteration 2F: 3 clusters Score -438401 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -438833.687500 Penalty: 2528.218262
	Iteration 3F: 3 clusters Score -438833.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -439108.281250 Penalty: 2528.218262
	Iteration 4F: 3 clusters Score -439108.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -439277.031250 Penalty: 2528.218262
	Iteration 5Q: 3 clusters Score -439277 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -439394.906250 Penalty: 2528.218262
	Iteration 6Q: 3 clusters Score -439394.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -439481.781250 Penalty: 2528.218262
	Iteration 7Q: 3 clusters Score -439481.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -439556.625000 Penalty: 2528.218262
	Iteration 8Q: 3 clusters Score -439556.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -439594.187500 Penalty: 2528.218262
	Iteration 9Q: 3 clusters Score -439594.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -439614.968750 Penalty: 2528.218262
	Iteration 10Q: 3 clusters Score -439615 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -439629.593750 Penalty: 2528.218262
	Iteration 11Q: 3 clusters Score -439629.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -439639.843750 Penalty: 2528.218262
	Iteration 12Q: 3 clusters Score -439639.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -439646.562500 Penalty: 2528.218262
	Iteration 13Q: 3 clusters Score -439646.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -439650.843750 Penalty: 2528.218262
	Iteration 14Q: 3 clusters Score -439650.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -439653.875000 Penalty: 2528.218262
	Iteration 15Q: 3 clusters Score -439653.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -439655.937500 Penalty: 2528.218262
	Iteration 16Q: 3 clusters Score -439655.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -439658.968750 Penalty: 2528.218262
	Iteration 17Q: 3 clusters Score -439659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -439661.062500 Penalty: 2528.218262
	Iteration 18Q: 3 clusters Score -439661.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -439661.656250 Penalty: 2528.218262
	Iteration 19Q: 3 clusters Score -439661.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -439663.062500 Penalty: 2528.218262
	Iteration 20F: 3 clusters Score -439663.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -439662.375000 Penalty: 2528.218262
	Iteration 21Q: 3 clusters Score -439662.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -439662.875000 Penalty: 2528.218262
	Iteration 22Q: 3 clusters Score -439662.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -439663.625000 Penalty: 2528.218262
	Iteration 23Q: 3 clusters Score -439663.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -439663.625000 Penalty: 2528.218262
	Iteration 24F: 3 clusters Score -439663.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Entering Unmasked Estep 
Score: -177162.859375 Penalty: 1127.399536
	Iteration 0F: 2 clusters Score -177162.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -175354.781250 Penalty: 2254.799072
	Iteration 0F: 3 clusters Score -175354.8 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -175862.343750 Penalty: 2254.799072
	Iteration 1F: 3 clusters Score -175862.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -176028.609375 Penalty: 2254.799072
	Iteration 2F: 3 clusters Score -176028.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -176148.031250 Penalty: 2254.799072
	Iteration 3F: 3 clusters Score -176148 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -176262.421875 Penalty: 2254.799072
	Iteration 4Q: 3 clusters Score -176262.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -176343.843750 Penalty: 2254.799072
	Iteration 5Q: 3 clusters Score -176343.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -176409.031250 Penalty: 2254.799072
	Iteration 6Q: 3 clusters Score -176409 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -176457.468750 Penalty: 2254.799072
	Iteration 7Q: 3 clusters Score -176457.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -176505.875000 Penalty: 2254.799072
	Iteration 8Q: 3 clusters Score -176505.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -176542.296875 Penalty: 2254.799072
	Iteration 9Q: 3 clusters Score -176542.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -176567.140625 Penalty: 2254.799072
	Iteration 10Q: 3 clusters Score -176567.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -176589.843750 Penalty: 2254.799072
	Iteration 11Q: 3 clusters Score -176589.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -176624.531250 Penalty: 2254.799072
	Iteration 12Q: 3 clusters Score -176624.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -176655.625000 Penalty: 2254.799072
	Iteration 13Q: 3 clusters Score -176655.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -176677.250000 Penalty: 2254.799072
	Iteration 14Q: 3 clusters Score -176677.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -176693.343750 Penalty: 2254.799072
	Iteration 15Q: 3 clusters Score -176693.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -176710.562500 Penalty: 2254.799072
	Iteration 16Q: 3 clusters Score -176710.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -176720.375000 Penalty: 2254.799072
	Iteration 17Q: 3 clusters Score -176720.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -176731.812500 Penalty: 2254.799072
	Iteration 18Q: 3 clusters Score -176731.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -176760.687500 Penalty: 2254.799072
	Iteration 19Q: 3 clusters Score -176760.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -176790.171875 Penalty: 2254.799072
	Iteration 20F: 3 clusters Score -176790.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -176801.921875 Penalty: 2254.799072
	Iteration 21Q: 3 clusters Score -176801.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -176810.687500 Penalty: 2254.799072
	Iteration 22Q: 3 clusters Score -176810.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -176813.140625 Penalty: 2254.799072
	Iteration 23Q: 3 clusters Score -176813.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -176813.140625 Penalty: 2254.799072
	Iteration 24F: 3 clusters Score -176813.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (5005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Entering Unmasked Estep 
Score: -523593.843750 Penalty: 1267.507080
	Iteration 0F: 2 clusters Score -523593.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -519952.000000 Penalty: 2535.014160
	Iteration 0F: 3 clusters Score -519952 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -521033.062500 Penalty: 2535.014160
	Iteration 1F: 3 clusters Score -521033.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -521224.812500 Penalty: 2535.014160
	Iteration 2F: 3 clusters Score -521224.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -521365.218750 Penalty: 2535.014160
	Iteration 3Q: 3 clusters Score -521365.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -521480.375000 Penalty: 2535.014160
	Iteration 4Q: 3 clusters Score -521480.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -521578.437500 Penalty: 2535.014160
	Iteration 5Q: 3 clusters Score -521578.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -521640.187500 Penalty: 2535.014160
	Iteration 6Q: 3 clusters Score -521640.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -521701.593750 Penalty: 2535.014160
	Iteration 7Q: 3 clusters Score -521701.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -521749.093750 Penalty: 2535.014160
	Iteration 8Q: 3 clusters Score -521749.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -521798.437500 Penalty: 2535.014160
	Iteration 9Q: 3 clusters Score -521798.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -521865.812500 Penalty: 2535.014160
	Iteration 10Q: 3 clusters Score -521865.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -521925.968750 Penalty: 2535.014160
	Iteration 11Q: 3 clusters Score -521926 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -521981.875000 Penalty: 2535.014160
	Iteration 12Q: 3 clusters Score -521981.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -522040.687500 Penalty: 2535.014160
	Iteration 13Q: 3 clusters Score -522040.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -522092.156250 Penalty: 2535.014160
	Iteration 14Q: 3 clusters Score -522092.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -522145.562500 Penalty: 2535.014160
	Iteration 15Q: 3 clusters Score -522145.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -522197.593750 Penalty: 2535.014160
	Iteration 16Q: 3 clusters Score -522197.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -522251.593750 Penalty: 2535.014160
	Iteration 17Q: 3 clusters Score -522251.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -522309.437500 Penalty: 2535.014160
	Iteration 18Q: 3 clusters Score -522309.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -522354.312500 Penalty: 2535.014160
	Iteration 19Q: 3 clusters Score -522354.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -522390.687500 Penalty: 2535.014160
	Iteration 20F: 3 clusters Score -522390.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -522432.500000 Penalty: 2535.014160
	Iteration 21Q: 3 clusters Score -522432.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -522473.687500 Penalty: 2535.014160
	Iteration 22Q: 3 clusters Score -522473.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -522514.500000 Penalty: 2535.014160
	Iteration 23Q: 3 clusters Score -522514.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -522542.625000 Penalty: 2535.014160
	Iteration 24Q: 3 clusters Score -522542.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -522566.687500 Penalty: 2535.014160
	Iteration 25Q: 3 clusters Score -522566.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -522579.093750 Penalty: 2535.014160
	Iteration 26Q: 3 clusters Score -522579.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -522585.031250 Penalty: 2535.014160
	Iteration 27Q: 3 clusters Score -522585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -522589.625000 Penalty: 2535.014160
	Iteration 28Q: 3 clusters Score -522589.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -522597.187500 Penalty: 2535.014160
	Iteration 29Q: 3 clusters Score -522597.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -522601.875000 Penalty: 2535.014160
	Iteration 30Q: 3 clusters Score -522601.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -522604.656250 Penalty: 2535.014160
	Iteration 31Q: 3 clusters Score -522604.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -522612.687500 Penalty: 2535.014160
	Iteration 32Q: 3 clusters Score -522612.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -522616.593750 Penalty: 2535.014160
	Iteration 33Q: 3 clusters Score -522616.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -522618.531250 Penalty: 2535.014160
	Iteration 34Q: 3 clusters Score -522618.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -522624.750000 Penalty: 2535.014160
	Iteration 35Q: 3 clusters Score -522624.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -522635.125000 Penalty: 2535.014160
	Iteration 36Q: 3 clusters Score -522635.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -522640.781250 Penalty: 2535.014160
	Iteration 37Q: 3 clusters Score -522640.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -522647.593750 Penalty: 2535.014160
	Iteration 38Q: 3 clusters Score -522647.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -522653.250000 Penalty: 2535.014160
	Iteration 39Q: 3 clusters Score -522653.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -522657.718750 Penalty: 2535.014160
	Iteration 40F: 3 clusters Score -522657.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -522661.687500 Penalty: 2535.014160
	Iteration 41Q: 3 clusters Score -522661.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -522666.437500 Penalty: 2535.014160
	Iteration 42Q: 3 clusters Score -522666.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -522667.062500 Penalty: 2535.014160
	Iteration 43Q: 3 clusters Score -522667.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -522667.062500 Penalty: 2535.014160
	Iteration 44F: 3 clusters Score -522667.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (6494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Entering Unmasked Estep 
Score: -679741.562500 Penalty: 1306.260742
	Iteration 0F: 2 clusters Score -679741.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -675138.875000 Penalty: 2612.521484
	Iteration 0F: 3 clusters Score -675138.9 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -676559.000000 Penalty: 2612.521484
	Iteration 1F: 3 clusters Score -676559 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -676775.750000 Penalty: 2612.521484
	Iteration 2F: 3 clusters Score -676775.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -676931.812500 Penalty: 2612.521484
	Iteration 3Q: 3 clusters Score -676931.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -677048.812500 Penalty: 2612.521484
	Iteration 4Q: 3 clusters Score -677048.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -677151.625000 Penalty: 2612.521484
	Iteration 5Q: 3 clusters Score -677151.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -677253.000000 Penalty: 2612.521484
	Iteration 6Q: 3 clusters Score -677253 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -677345.000000 Penalty: 2612.521484
	Iteration 7Q: 3 clusters Score -677345 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -677438.937500 Penalty: 2612.521484
	Iteration 8Q: 3 clusters Score -677438.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -677542.437500 Penalty: 2612.521484
	Iteration 9Q: 3 clusters Score -677542.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -677662.125000 Penalty: 2612.521484
	Iteration 10Q: 3 clusters Score -677662.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -677781.250000 Penalty: 2612.521484
	Iteration 11Q: 3 clusters Score -677781.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -677905.812500 Penalty: 2612.521484
	Iteration 12Q: 3 clusters Score -677905.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -678013.437500 Penalty: 2612.521484
	Iteration 13Q: 3 clusters Score -678013.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -678131.000000 Penalty: 2612.521484
	Iteration 14Q: 3 clusters Score -678131 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -678226.875000 Penalty: 2612.521484
	Iteration 15Q: 3 clusters Score -678226.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -678297.187500 Penalty: 2612.521484
	Iteration 16Q: 3 clusters Score -678297.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -678362.250000 Penalty: 2612.521484
	Iteration 17Q: 3 clusters Score -678362.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -678414.937500 Penalty: 2612.521484
	Iteration 18Q: 3 clusters Score -678414.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -678461.812500 Penalty: 2612.521484
	Iteration 19Q: 3 clusters Score -678461.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -678504.062500 Penalty: 2612.521484
	Iteration 20F: 3 clusters Score -678504.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -678543.812500 Penalty: 2612.521484
	Iteration 21Q: 3 clusters Score -678543.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -678578.000000 Penalty: 2612.521484
	Iteration 22Q: 3 clusters Score -678578 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -678608.312500 Penalty: 2612.521484
	Iteration 23Q: 3 clusters Score -678608.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -678626.625000 Penalty: 2612.521484
	Iteration 24Q: 3 clusters Score -678626.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -678642.312500 Penalty: 2612.521484
	Iteration 25Q: 3 clusters Score -678642.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -678650.625000 Penalty: 2612.521484
	Iteration 26Q: 3 clusters Score -678650.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -678659.687500 Penalty: 2612.521484
	Iteration 27Q: 3 clusters Score -678659.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -678669.312500 Penalty: 2612.521484
	Iteration 28Q: 3 clusters Score -678669.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -678678.625000 Penalty: 2612.521484
	Iteration 29Q: 3 clusters Score -678678.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -678686.937500 Penalty: 2612.521484
	Iteration 30Q: 3 clusters Score -678686.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -678692.500000 Penalty: 2612.521484
	Iteration 31Q: 3 clusters Score -678692.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -678696.125000 Penalty: 2612.521484
	Iteration 32Q: 3 clusters Score -678696.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -678700.375000 Penalty: 2612.521484
	Iteration 33Q: 3 clusters Score -678700.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -678701.250000 Penalty: 2612.521484
	Iteration 34Q: 3 clusters Score -678701.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -678703.875000 Penalty: 2612.521484
	Iteration 35Q: 3 clusters Score -678703.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -678706.187500 Penalty: 2612.521484
	Iteration 36Q: 3 clusters Score -678706.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -678710.187500 Penalty: 2612.521484
	Iteration 37Q: 3 clusters Score -678710.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -678712.062500 Penalty: 2612.521484
	Iteration 38Q: 3 clusters Score -678712.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -678712.812500 Penalty: 2612.521484
	Iteration 39Q: 3 clusters Score -678712.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -678714.250000 Penalty: 2612.521484
	Iteration 40F: 3 clusters Score -678714.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -678717.812500 Penalty: 2612.521484
	Iteration 41Q: 3 clusters Score -678717.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -678717.437500 Penalty: 2612.521484
	Iteration 42Q: 3 clusters Score -678717.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -678719.187500 Penalty: 2612.521484
	Iteration 43Q: 3 clusters Score -678719.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -678720.500000 Penalty: 2612.521484
	Iteration 44Q: 3 clusters Score -678720.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -678719.937500 Penalty: 2612.521484
	Iteration 45Q: 3 clusters Score -678719.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -678721.125000 Penalty: 2612.521484
	Iteration 46Q: 3 clusters Score -678721.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -678721.125000 Penalty: 2612.521484
	Iteration 47Q: 3 clusters Score -678721.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -678721.125000 Penalty: 2612.521484
	Iteration 48F: 3 clusters Score -678721.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (14374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Entering Unmasked Estep 
Score: -1495900.125000 Penalty: 1424.488647
	Iteration 0F: 2 clusters Score -1495900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1486420.750000 Penalty: 2848.977295
	Iteration 0F: 3 clusters Score -1486421 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1489863.750000 Penalty: 2848.977295
	Iteration 1F: 3 clusters Score -1489864 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1490299.375000 Penalty: 2848.977295
	Iteration 2F: 3 clusters Score -1490299 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1490626.500000 Penalty: 2848.977295
	Iteration 3F: 3 clusters Score -1490626 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1490878.375000 Penalty: 2848.977295
	Iteration 4Q: 3 clusters Score -1490878 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1491068.000000 Penalty: 2848.977295
	Iteration 5Q: 3 clusters Score -1491068 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1491236.250000 Penalty: 2848.977295
	Iteration 6Q: 3 clusters Score -1491236 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1491382.375000 Penalty: 2848.977295
	Iteration 7Q: 3 clusters Score -1491382 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1491501.000000 Penalty: 2848.977295
	Iteration 8Q: 3 clusters Score -1491501 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1491586.250000 Penalty: 2848.977295
	Iteration 9Q: 3 clusters Score -1491586 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1491675.500000 Penalty: 2848.977295
	Iteration 10Q: 3 clusters Score -1491676 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1491751.500000 Penalty: 2848.977295
	Iteration 11Q: 3 clusters Score -1491752 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1491834.750000 Penalty: 2848.977295
	Iteration 12Q: 3 clusters Score -1491835 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1491906.250000 Penalty: 2848.977295
	Iteration 13Q: 3 clusters Score -1491906 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1491970.250000 Penalty: 2848.977295
	Iteration 14Q: 3 clusters Score -1491970 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1492020.875000 Penalty: 2848.977295
	Iteration 15Q: 3 clusters Score -1492021 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1492075.250000 Penalty: 2848.977295
	Iteration 16Q: 3 clusters Score -1492075 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1492144.000000 Penalty: 2848.977295
	Iteration 17Q: 3 clusters Score -1492144 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1492207.625000 Penalty: 2848.977295
	Iteration 18Q: 3 clusters Score -1492208 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1492292.500000 Penalty: 2848.977295
	Iteration 19Q: 3 clusters Score -1492292 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1492375.500000 Penalty: 2848.977295
	Iteration 20F: 3 clusters Score -1492376 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1492467.000000 Penalty: 2848.977295
	Iteration 21Q: 3 clusters Score -1492467 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1492578.750000 Penalty: 2848.977295
	Iteration 22Q: 3 clusters Score -1492579 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1492700.125000 Penalty: 2848.977295
	Iteration 23Q: 3 clusters Score -1492700 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1492818.250000 Penalty: 2848.977295
	Iteration 24Q: 3 clusters Score -1492818 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1492937.750000 Penalty: 2848.977295
	Iteration 25Q: 3 clusters Score -1492938 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1493067.125000 Penalty: 2848.977295
	Iteration 26Q: 3 clusters Score -1493067 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1493228.000000 Penalty: 2848.977295
	Iteration 27Q: 3 clusters Score -1493228 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1493405.375000 Penalty: 2848.977295
	Iteration 28Q: 3 clusters Score -1493405 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1493583.750000 Penalty: 2848.977295
	Iteration 29Q: 3 clusters Score -1493584 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1493783.500000 Penalty: 2848.977295
	Iteration 30Q: 3 clusters Score -1493784 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1493978.875000 Penalty: 2848.977295
	Iteration 31Q: 3 clusters Score -1493979 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1494179.875000 Penalty: 2848.977295
	Iteration 32Q: 3 clusters Score -1494180 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1494363.500000 Penalty: 2848.977295
	Iteration 33Q: 3 clusters Score -1494364 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1494519.750000 Penalty: 2848.977295
	Iteration 34Q: 3 clusters Score -1494520 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1494631.375000 Penalty: 2848.977295
	Iteration 35Q: 3 clusters Score -1494631 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1494710.750000 Penalty: 2848.977295
	Iteration 36Q: 3 clusters Score -1494711 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1494765.375000 Penalty: 2848.977295
	Iteration 37Q: 3 clusters Score -1494765 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1494807.375000 Penalty: 2848.977295
	Iteration 38Q: 3 clusters Score -1494807 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1494840.750000 Penalty: 2848.977295
	Iteration 39Q: 3 clusters Score -1494841 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1494859.750000 Penalty: 2848.977295
	Iteration 40F: 3 clusters Score -1494860 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1494880.500000 Penalty: 2848.977295
	Iteration 41Q: 3 clusters Score -1494880 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1494893.125000 Penalty: 2848.977295
	Iteration 42Q: 3 clusters Score -1494893 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1494908.750000 Penalty: 2848.977295
	Iteration 43Q: 3 clusters Score -1494909 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1494918.625000 Penalty: 2848.977295
	Iteration 44Q: 3 clusters Score -1494919 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1494926.375000 Penalty: 2848.977295
	Iteration 45Q: 3 clusters Score -1494926 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1494937.750000 Penalty: 2848.977295
	Iteration 46Q: 3 clusters Score -1494938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1494946.375000 Penalty: 2848.977295
	Iteration 47Q: 3 clusters Score -1494946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1494953.000000 Penalty: 2848.977295
	Iteration 48Q: 3 clusters Score -1494953 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1494960.250000 Penalty: 2848.977295
	Iteration 49Q: 3 clusters Score -1494960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1494962.125000 Penalty: 2848.977295
	Iteration 50Q: 3 clusters Score -1494962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1494966.625000 Penalty: 2848.977295
	Iteration 51Q: 3 clusters Score -1494967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1494970.125000 Penalty: 2848.977295
	Iteration 52Q: 3 clusters Score -1494970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1494972.250000 Penalty: 2848.977295
	Iteration 53Q: 3 clusters Score -1494972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1494971.250000 Penalty: 2848.977295
	Iteration 54Q: 3 clusters Score -1494971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1494973.125000 Penalty: 2848.977295
	Iteration 55Q: 3 clusters Score -1494973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1494974.250000 Penalty: 2848.977295
	Iteration 56Q: 3 clusters Score -1494974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1494973.125000 Penalty: 2848.977295
	Iteration 57Q: 3 clusters Score -1494973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1494972.875000 Penalty: 2848.977295
	Iteration 58Q: 3 clusters Score -1494973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1494973.500000 Penalty: 2848.977295
	Iteration 59Q: 3 clusters Score -1494974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1494971.625000 Penalty: 2848.977295
	Iteration 60F: 3 clusters Score -1494972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (3636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Entering Unmasked Estep 
Score: -372054.562500 Penalty: 1219.957642
	Iteration 0F: 2 clusters Score -372054.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -369142.218750 Penalty: 2439.915283
	Iteration 0F: 3 clusters Score -369142.2 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -369933.187500 Penalty: 2439.915283
	Iteration 1F: 3 clusters Score -369933.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -370162.562500 Penalty: 2439.915283
	Iteration 2F: 3 clusters Score -370162.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -370303.625000 Penalty: 2439.915283
	Iteration 3F: 3 clusters Score -370303.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -370415.281250 Penalty: 2439.915283
	Iteration 4Q: 3 clusters Score -370415.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -370491.500000 Penalty: 2439.915283
	Iteration 5Q: 3 clusters Score -370491.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -370553.781250 Penalty: 2439.915283
	Iteration 6Q: 3 clusters Score -370553.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -370608.531250 Penalty: 2439.915283
	Iteration 7Q: 3 clusters Score -370608.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -370642.562500 Penalty: 2439.915283
	Iteration 8Q: 3 clusters Score -370642.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -370675.000000 Penalty: 2439.915283
	Iteration 9Q: 3 clusters Score -370675 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -370706.093750 Penalty: 2439.915283
	Iteration 10Q: 3 clusters Score -370706.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -370728.062500 Penalty: 2439.915283
	Iteration 11Q: 3 clusters Score -370728.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -370745.500000 Penalty: 2439.915283
	Iteration 12Q: 3 clusters Score -370745.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -370758.281250 Penalty: 2439.915283
	Iteration 13Q: 3 clusters Score -370758.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -370762.500000 Penalty: 2439.915283
	Iteration 14Q: 3 clusters Score -370762.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -370768.406250 Penalty: 2439.915283
	Iteration 15Q: 3 clusters Score -370768.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -370774.843750 Penalty: 2439.915283
	Iteration 16Q: 3 clusters Score -370774.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -370777.687500 Penalty: 2439.915283
	Iteration 17Q: 3 clusters Score -370777.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -370782.468750 Penalty: 2439.915283
	Iteration 18Q: 3 clusters Score -370782.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -370784.906250 Penalty: 2439.915283
	Iteration 19Q: 3 clusters Score -370784.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -370788.250000 Penalty: 2439.915283
	Iteration 20F: 3 clusters Score -370788.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -370790.656250 Penalty: 2439.915283
	Iteration 21Q: 3 clusters Score -370790.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -370792.531250 Penalty: 2439.915283
	Iteration 22Q: 3 clusters Score -370792.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -370795.531250 Penalty: 2439.915283
	Iteration 23Q: 3 clusters Score -370795.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -370800.312500 Penalty: 2439.915283
	Iteration 24Q: 3 clusters Score -370800.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -370804.156250 Penalty: 2439.915283
	Iteration 25Q: 3 clusters Score -370804.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -370810.625000 Penalty: 2439.915283
	Iteration 26Q: 3 clusters Score -370810.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -370817.031250 Penalty: 2439.915283
	Iteration 27Q: 3 clusters Score -370817 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -370821.781250 Penalty: 2439.915283
	Iteration 28Q: 3 clusters Score -370821.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -370826.468750 Penalty: 2439.915283
	Iteration 29Q: 3 clusters Score -370826.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -370832.906250 Penalty: 2439.915283
	Iteration 30Q: 3 clusters Score -370832.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -370840.500000 Penalty: 2439.915283
	Iteration 31Q: 3 clusters Score -370840.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -370844.656250 Penalty: 2439.915283
	Iteration 32Q: 3 clusters Score -370844.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -370848.000000 Penalty: 2439.915283
	Iteration 33Q: 3 clusters Score -370848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -370851.093750 Penalty: 2439.915283
	Iteration 34Q: 3 clusters Score -370851.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -370856.656250 Penalty: 2439.915283
	Iteration 35Q: 3 clusters Score -370856.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -370863.531250 Penalty: 2439.915283
	Iteration 36Q: 3 clusters Score -370863.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -370868.906250 Penalty: 2439.915283
	Iteration 37Q: 3 clusters Score -370868.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -370874.093750 Penalty: 2439.915283
	Iteration 38Q: 3 clusters Score -370874.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -370877.437500 Penalty: 2439.915283
	Iteration 39Q: 3 clusters Score -370877.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -370880.218750 Penalty: 2439.915283
	Iteration 40F: 3 clusters Score -370880.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -370881.125000 Penalty: 2439.915283
	Iteration 41Q: 3 clusters Score -370881.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -370884.593750 Penalty: 2439.915283
	Iteration 42Q: 3 clusters Score -370884.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -370886.437500 Penalty: 2439.915283
	Iteration 43Q: 3 clusters Score -370886.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -370891.375000 Penalty: 2439.915283
	Iteration 44Q: 3 clusters Score -370891.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -370900.031250 Penalty: 2439.915283
	Iteration 45Q: 3 clusters Score -370900 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -370909.062500 Penalty: 2439.915283
	Iteration 46Q: 3 clusters Score -370909.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -370916.031250 Penalty: 2439.915283
	Iteration 47Q: 3 clusters Score -370916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -370923.281250 Penalty: 2439.915283
	Iteration 48Q: 3 clusters Score -370923.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -370930.968750 Penalty: 2439.915283
	Iteration 49Q: 3 clusters Score -370931 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -370942.968750 Penalty: 2439.915283
	Iteration 50Q: 3 clusters Score -370943 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -370954.750000 Penalty: 2439.915283
	Iteration 51Q: 3 clusters Score -370954.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -370964.343750 Penalty: 2439.915283
	Iteration 52Q: 3 clusters Score -370964.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -370967.687500 Penalty: 2439.915283
	Iteration 53Q: 3 clusters Score -370967.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -370971.656250 Penalty: 2439.915283
	Iteration 54Q: 3 clusters Score -370971.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -370977.625000 Penalty: 2439.915283
	Iteration 55Q: 3 clusters Score -370977.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -370986.187500 Penalty: 2439.915283
	Iteration 56Q: 3 clusters Score -370986.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -370993.906250 Penalty: 2439.915283
	Iteration 57Q: 3 clusters Score -370993.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -370999.656250 Penalty: 2439.915283
	Iteration 58Q: 3 clusters Score -370999.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -371005.093750 Penalty: 2439.915283
	Iteration 59Q: 3 clusters Score -371005.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -371011.156250 Penalty: 2439.915283
	Iteration 60F: 3 clusters Score -371011.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -371016.531250 Penalty: 2439.915283
	Iteration 61Q: 3 clusters Score -371016.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -371022.125000 Penalty: 2439.915283
	Iteration 62Q: 3 clusters Score -371022.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -371025.750000 Penalty: 2439.915283
	Iteration 63Q: 3 clusters Score -371025.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -371026.500000 Penalty: 2439.915283
	Iteration 64Q: 3 clusters Score -371026.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -371027.750000 Penalty: 2439.915283
	Iteration 65Q: 3 clusters Score -371027.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -371028.406250 Penalty: 2439.915283
	Iteration 66Q: 3 clusters Score -371028.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -371029.312500 Penalty: 2439.915283
	Iteration 67Q: 3 clusters Score -371029.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -371029.562500 Penalty: 2439.915283
	Iteration 68Q: 3 clusters Score -371029.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -371030.000000 Penalty: 2439.915283
	Iteration 69Q: 3 clusters Score -371030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -371030.000000 Penalty: 2439.915283
	Iteration 70F: 3 clusters Score -371030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (4130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Entering Unmasked Estep 
Score: -389501.562500 Penalty: 1238.913696
	Iteration 0F: 2 clusters Score -389501.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -386354.750000 Penalty: 2477.827393
	Iteration 0F: 3 clusters Score -386354.8 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -387351.937500 Penalty: 2477.827393
	Iteration 1F: 3 clusters Score -387351.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -387671.968750 Penalty: 2477.827393
	Iteration 2F: 3 clusters Score -387672 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -387880.750000 Penalty: 2477.827393
	Iteration 3F: 3 clusters Score -387880.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -388039.125000 Penalty: 2477.827393
	Iteration 4Q: 3 clusters Score -388039.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -388208.781250 Penalty: 2477.827393
	Iteration 5Q: 3 clusters Score -388208.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -388372.000000 Penalty: 2477.827393
	Iteration 6Q: 3 clusters Score -388372 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -388500.156250 Penalty: 2477.827393
	Iteration 7Q: 3 clusters Score -388500.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -388592.093750 Penalty: 2477.827393
	Iteration 8Q: 3 clusters Score -388592.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -388668.937500 Penalty: 2477.827393
	Iteration 9Q: 3 clusters Score -388668.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -388730.000000 Penalty: 2477.827393
	Iteration 10Q: 3 clusters Score -388730 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -388786.687500 Penalty: 2477.827393
	Iteration 11Q: 3 clusters Score -388786.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -388844.031250 Penalty: 2477.827393
	Iteration 12Q: 3 clusters Score -388844 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -388892.906250 Penalty: 2477.827393
	Iteration 13Q: 3 clusters Score -388892.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -388936.812500 Penalty: 2477.827393
	Iteration 14Q: 3 clusters Score -388936.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -388985.406250 Penalty: 2477.827393
	Iteration 15Q: 3 clusters Score -388985.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -389032.656250 Penalty: 2477.827393
	Iteration 16Q: 3 clusters Score -389032.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -389075.781250 Penalty: 2477.827393
	Iteration 17Q: 3 clusters Score -389075.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -389100.406250 Penalty: 2477.827393
	Iteration 18Q: 3 clusters Score -389100.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -389112.875000 Penalty: 2477.827393
	Iteration 19Q: 3 clusters Score -389112.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -389122.437500 Penalty: 2477.827393
	Iteration 20F: 3 clusters Score -389122.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -389131.062500 Penalty: 2477.827393
	Iteration 21Q: 3 clusters Score -389131.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -389135.531250 Penalty: 2477.827393
	Iteration 22Q: 3 clusters Score -389135.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -389140.000000 Penalty: 2477.827393
	Iteration 23Q: 3 clusters Score -389140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -389143.812500 Penalty: 2477.827393
	Iteration 24Q: 3 clusters Score -389143.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -389146.750000 Penalty: 2477.827393
	Iteration 25Q: 3 clusters Score -389146.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -389147.343750 Penalty: 2477.827393
	Iteration 26Q: 3 clusters Score -389147.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -389147.156250 Penalty: 2477.827393
	Iteration 27Q: 3 clusters Score -389147.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -389147.656250 Penalty: 2477.827393
	Iteration 28Q: 3 clusters Score -389147.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -389148.718750 Penalty: 2477.827393
	Iteration 29Q: 3 clusters Score -389148.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -389149.437500 Penalty: 2477.827393
	Iteration 30Q: 3 clusters Score -389149.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -389149.593750 Penalty: 2477.827393
	Iteration 31Q: 3 clusters Score -389149.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -389149.593750 Penalty: 2477.827393
	Iteration 32F: 3 clusters Score -389149.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (92 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Entering Unmasked Estep 
Score: -6420.292969 Penalty: 672.842163
	Iteration 0F: 2 clusters Score -6420.293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -6200.357910 Penalty: 1345.684326
	Iteration 0F: 3 clusters Score -6200.358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -6231.803711 Penalty: 1345.684326
	Iteration 1Q: 3 clusters Score -6231.804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -6231.803711 Penalty: 1345.684326
	Iteration 2F: 3 clusters Score -6231.804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Entering Unmasked Estep 
Score: -80657.781250 Penalty: 1012.691589
	Iteration 0F: 2 clusters Score -80657.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -79460.085938 Penalty: 2025.383179
	Iteration 0F: 3 clusters Score -79460.09 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -79770.960938 Penalty: 2025.383179
	Iteration 1F: 3 clusters Score -79770.96 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -79842.460938 Penalty: 2025.383179
	Iteration 2F: 3 clusters Score -79842.46 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -79876.789062 Penalty: 2025.383179
	Iteration 3Q: 3 clusters Score -79876.79 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -79904.367188 Penalty: 2025.383179
	Iteration 4Q: 3 clusters Score -79904.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -79919.570312 Penalty: 2025.383179
	Iteration 5Q: 3 clusters Score -79919.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -79928.562500 Penalty: 2025.383179
	Iteration 6Q: 3 clusters Score -79928.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -79932.859375 Penalty: 2025.383179
	Iteration 7Q: 3 clusters Score -79932.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -79938.398438 Penalty: 2025.383179
	Iteration 8Q: 3 clusters Score -79938.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -79942.445312 Penalty: 2025.383179
	Iteration 9Q: 3 clusters Score -79942.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -79946.085938 Penalty: 2025.383179
	Iteration 10Q: 3 clusters Score -79946.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -79949.820312 Penalty: 2025.383179
	Iteration 11Q: 3 clusters Score -79949.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -79951.804688 Penalty: 2025.383179
	Iteration 12Q: 3 clusters Score -79951.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -79956.757812 Penalty: 2025.383179
	Iteration 13Q: 3 clusters Score -79956.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -79958.750000 Penalty: 2025.383179
	Iteration 14Q: 3 clusters Score -79958.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -79958.750000 Penalty: 2025.383179
	Iteration 15F: 3 clusters Score -79958.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (10907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Entering Unmasked Estep 
Score: -1142439.375000 Penalty: 1383.417480
	Iteration 0F: 2 clusters Score -1142439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1135180.125000 Penalty: 2766.834961
	Iteration 0F: 3 clusters Score -1135180 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1137702.625000 Penalty: 2766.834961
	Iteration 1F: 3 clusters Score -1137703 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1138076.500000 Penalty: 2766.834961
	Iteration 2F: 3 clusters Score -1138076 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1138349.250000 Penalty: 2766.834961
	Iteration 3F: 3 clusters Score -1138349 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1138607.625000 Penalty: 2766.834961
	Iteration 4Q: 3 clusters Score -1138608 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1138914.000000 Penalty: 2766.834961
	Iteration 5Q: 3 clusters Score -1138914 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1139259.375000 Penalty: 2766.834961
	Iteration 6Q: 3 clusters Score -1139259 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1139621.375000 Penalty: 2766.834961
	Iteration 7F: 3 clusters Score -1139621 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1139962.375000 Penalty: 2766.834961
	Iteration 8Q: 3 clusters Score -1139962 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1140284.500000 Penalty: 2766.834961
	Iteration 9Q: 3 clusters Score -1140284 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1140583.000000 Penalty: 2766.834961
	Iteration 10Q: 3 clusters Score -1140583 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1140825.875000 Penalty: 2766.834961
	Iteration 11Q: 3 clusters Score -1140826 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1141022.375000 Penalty: 2766.834961
	Iteration 12Q: 3 clusters Score -1141022 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1141182.750000 Penalty: 2766.834961
	Iteration 13Q: 3 clusters Score -1141183 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1141301.750000 Penalty: 2766.834961
	Iteration 14Q: 3 clusters Score -1141302 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1141378.750000 Penalty: 2766.834961
	Iteration 15Q: 3 clusters Score -1141379 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1141443.375000 Penalty: 2766.834961
	Iteration 16Q: 3 clusters Score -1141443 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1141504.125000 Penalty: 2766.834961
	Iteration 17Q: 3 clusters Score -1141504 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1141547.500000 Penalty: 2766.834961
	Iteration 18Q: 3 clusters Score -1141548 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1141584.625000 Penalty: 2766.834961
	Iteration 19Q: 3 clusters Score -1141585 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1141615.125000 Penalty: 2766.834961
	Iteration 20F: 3 clusters Score -1141615 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1141623.875000 Penalty: 2766.834961
	Iteration 21Q: 3 clusters Score -1141624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1141630.000000 Penalty: 2766.834961
	Iteration 22Q: 3 clusters Score -1141630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1141637.875000 Penalty: 2766.834961
	Iteration 23Q: 3 clusters Score -1141638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1141640.625000 Penalty: 2766.834961
	Iteration 24Q: 3 clusters Score -1141641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -1141642.875000 Penalty: 2766.834961
	Iteration 25Q: 3 clusters Score -1141643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1141644.125000 Penalty: 2766.834961
	Iteration 26Q: 3 clusters Score -1141644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1141646.875000 Penalty: 2766.834961
	Iteration 27Q: 3 clusters Score -1141647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1141649.625000 Penalty: 2766.834961
	Iteration 28Q: 3 clusters Score -1141650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1141649.625000 Penalty: 2766.834961
	Iteration 29F: 3 clusters Score -1141650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106370 members 
Mstep: Class 3 contains 19612 members 
Mstep: Class 4 contains 36700 members 
Mstep: Class 5 contains 66729 members 
Mstep: Class 6 contains 115678 members 
Mstep: Class 7 contains 5525 members 
Mstep: Class 8 contains 14147 members 
Mstep: Class 9 contains 20271 members 
Mstep: Class 10 contains 23486 members 
Mstep: Class 11 contains 49806 members 
Mstep: Class 12 contains 4135 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 1745 members 
Mstep: Class 15 contains 5377 members 
Mstep: Class 16 contains 40322 members 
Mstep: Class 17 contains 8400 members 
Mstep: Class 18 contains 20137 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38079 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19765 members 
Mstep: Class 23 contains 13096 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2134 members 
Mstep: Class 26 contains 3391 members 
Mstep: Class 27 contains 23451 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10342 members 
Mstep: Class 30 contains 38713 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7487 members 
Mstep: Class 33 contains 20904 members 
Mstep: Class 34 contains 8783 members 
Mstep: Class 35 contains 19321 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6119 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4892 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14374 members 
Mstep: Class 44 contains 3636 members 
Mstep: Class 45 contains 4130 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130736.000000 Penalty: 97921.867188
Iteration 279Q: 49 clusters Score -8.813074e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106369 members 
Mstep: Class 3 contains 19613 members 
Mstep: Class 4 contains 36700 members 
Mstep: Class 5 contains 66728 members 
Mstep: Class 6 contains 115678 members 
Mstep: Class 7 contains 5525 members 
Mstep: Class 8 contains 14144 members 
Mstep: Class 9 contains 20271 members 
Mstep: Class 10 contains 23486 members 
Mstep: Class 11 contains 49806 members 
Mstep: Class 12 contains 4135 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 1745 members 
Mstep: Class 15 contains 5377 members 
Mstep: Class 16 contains 40322 members 
Mstep: Class 17 contains 8401 members 
Mstep: Class 18 contains 20139 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38079 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19767 members 
Mstep: Class 23 contains 13096 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2134 members 
Mstep: Class 26 contains 3391 members 
Mstep: Class 27 contains 23451 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10343 members 
Mstep: Class 30 contains 38712 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7486 members 
Mstep: Class 33 contains 20904 members 
Mstep: Class 34 contains 8783 members 
Mstep: Class 35 contains 19321 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6119 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4892 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14374 members 
Mstep: Class 44 contains 3636 members 
Mstep: Class 45 contains 4130 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130760.000000 Penalty: 97921.867188
Iteration 280F: 49 clusters Score -8.813076e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106370 members 
Mstep: Class 3 contains 19614 members 
Mstep: Class 4 contains 36700 members 
Mstep: Class 5 contains 66728 members 
Mstep: Class 6 contains 115679 members 
Mstep: Class 7 contains 5525 members 
Mstep: Class 8 contains 14142 members 
Mstep: Class 9 contains 20271 members 
Mstep: Class 10 contains 23486 members 
Mstep: Class 11 contains 49807 members 
Mstep: Class 12 contains 4135 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 1745 members 
Mstep: Class 15 contains 5377 members 
Mstep: Class 16 contains 40319 members 
Mstep: Class 17 contains 8403 members 
Mstep: Class 18 contains 20138 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38079 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19765 members 
Mstep: Class 23 contains 13096 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2134 members 
Mstep: Class 26 contains 3391 members 
Mstep: Class 27 contains 23451 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10343 members 
Mstep: Class 30 contains 38714 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7486 members 
Mstep: Class 33 contains 20904 members 
Mstep: Class 34 contains 8783 members 
Mstep: Class 35 contains 19321 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6119 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4892 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14374 members 
Mstep: Class 44 contains 3636 members 
Mstep: Class 45 contains 4130 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130768.000000 Penalty: 97921.867188
Iteration 281Q: 49 clusters Score -8.813077e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106369 members 
Mstep: Class 3 contains 19615 members 
Mstep: Class 4 contains 36700 members 
Mstep: Class 5 contains 66727 members 
Mstep: Class 6 contains 115679 members 
Mstep: Class 7 contains 5525 members 
Mstep: Class 8 contains 14141 members 
Mstep: Class 9 contains 20271 members 
Mstep: Class 10 contains 23486 members 
Mstep: Class 11 contains 49807 members 
Mstep: Class 12 contains 4135 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 1745 members 
Mstep: Class 15 contains 5377 members 
Mstep: Class 16 contains 40317 members 
Mstep: Class 17 contains 8404 members 
Mstep: Class 18 contains 20140 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38079 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19765 members 
Mstep: Class 23 contains 13096 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2134 members 
Mstep: Class 26 contains 3391 members 
Mstep: Class 27 contains 23452 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10343 members 
Mstep: Class 30 contains 38715 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7486 members 
Mstep: Class 33 contains 20904 members 
Mstep: Class 34 contains 8783 members 
Mstep: Class 35 contains 19320 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6119 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4892 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14374 members 
Mstep: Class 44 contains 3636 members 
Mstep: Class 45 contains 4130 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130784.000000 Penalty: 97921.867188
Iteration 282Q: 49 clusters Score -8.813078e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106370 members 
Mstep: Class 3 contains 19616 members 
Mstep: Class 4 contains 36701 members 
Mstep: Class 5 contains 66727 members 
Mstep: Class 6 contains 115680 members 
Mstep: Class 7 contains 5525 members 
Mstep: Class 8 contains 14133 members 
Mstep: Class 9 contains 20270 members 
Mstep: Class 10 contains 23487 members 
Mstep: Class 11 contains 49807 members 
Mstep: Class 12 contains 4135 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 1745 members 
Mstep: Class 15 contains 5377 members 
Mstep: Class 16 contains 40317 members 
Mstep: Class 17 contains 8404 members 
Mstep: Class 18 contains 20143 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38079 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19765 members 
Mstep: Class 23 contains 13096 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2134 members 
Mstep: Class 26 contains 3391 members 
Mstep: Class 27 contains 23452 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10343 members 
Mstep: Class 30 contains 38717 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7486 members 
Mstep: Class 33 contains 20904 members 
Mstep: Class 34 contains 8783 members 
Mstep: Class 35 contains 19319 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6119 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4892 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14374 members 
Mstep: Class 44 contains 3636 members 
Mstep: Class 45 contains 4130 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130784.000000 Penalty: 97921.867188
Iteration 283Q: 49 clusters Score -8.813078e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106367 members 
Mstep: Class 3 contains 19618 members 
Mstep: Class 4 contains 36703 members 
Mstep: Class 5 contains 66727 members 
Mstep: Class 6 contains 115682 members 
Mstep: Class 7 contains 5525 members 
Mstep: Class 8 contains 14128 members 
Mstep: Class 9 contains 20270 members 
Mstep: Class 10 contains 23490 members 
Mstep: Class 11 contains 49807 members 
Mstep: Class 12 contains 4135 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 1745 members 
Mstep: Class 15 contains 5377 members 
Mstep: Class 16 contains 40317 members 
Mstep: Class 17 contains 8404 members 
Mstep: Class 18 contains 20147 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38078 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19766 members 
Mstep: Class 23 contains 13096 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2134 members 
Mstep: Class 26 contains 3391 members 
Mstep: Class 27 contains 23451 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10342 members 
Mstep: Class 30 contains 38717 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7486 members 
Mstep: Class 33 contains 20903 members 
Mstep: Class 34 contains 8783 members 
Mstep: Class 35 contains 19318 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6119 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4891 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14374 members 
Mstep: Class 44 contains 3636 members 
Mstep: Class 45 contains 4130 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130768.000000 Penalty: 97921.867188
Iteration 284Q: 49 clusters Score -8.813077e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106366 members 
Mstep: Class 3 contains 19618 members 
Mstep: Class 4 contains 36705 members 
Mstep: Class 5 contains 66727 members 
Mstep: Class 6 contains 115683 members 
Mstep: Class 7 contains 5525 members 
Mstep: Class 8 contains 14123 members 
Mstep: Class 9 contains 20270 members 
Mstep: Class 10 contains 23492 members 
Mstep: Class 11 contains 49807 members 
Mstep: Class 12 contains 4135 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 1745 members 
Mstep: Class 15 contains 5377 members 
Mstep: Class 16 contains 40317 members 
Mstep: Class 17 contains 8404 members 
Mstep: Class 18 contains 20154 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38078 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19765 members 
Mstep: Class 23 contains 13096 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2134 members 
Mstep: Class 26 contains 3391 members 
Mstep: Class 27 contains 23451 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10342 members 
Mstep: Class 30 contains 38717 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7486 members 
Mstep: Class 33 contains 20903 members 
Mstep: Class 34 contains 8783 members 
Mstep: Class 35 contains 19313 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6119 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4891 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14374 members 
Mstep: Class 44 contains 3636 members 
Mstep: Class 45 contains 4130 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130736.000000 Penalty: 97921.867188
Iteration 285Q: 49 clusters Score -8.813074e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106366 members 
Mstep: Class 3 contains 19618 members 
Mstep: Class 4 contains 36703 members 
Mstep: Class 5 contains 66727 members 
Mstep: Class 6 contains 115680 members 
Mstep: Class 7 contains 5525 members 
Mstep: Class 8 contains 14118 members 
Mstep: Class 9 contains 20270 members 
Mstep: Class 10 contains 23496 members 
Mstep: Class 11 contains 49807 members 
Mstep: Class 12 contains 4135 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 1745 members 
Mstep: Class 15 contains 5377 members 
Mstep: Class 16 contains 40319 members 
Mstep: Class 17 contains 8404 members 
Mstep: Class 18 contains 20156 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38077 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19765 members 
Mstep: Class 23 contains 13096 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2134 members 
Mstep: Class 26 contains 3391 members 
Mstep: Class 27 contains 23451 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10342 members 
Mstep: Class 30 contains 38718 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7486 members 
Mstep: Class 33 contains 20905 members 
Mstep: Class 34 contains 8783 members 
Mstep: Class 35 contains 19313 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6119 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4891 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14374 members 
Mstep: Class 44 contains 3636 members 
Mstep: Class 45 contains 4130 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130680.000000 Penalty: 97921.867188
Iteration 286Q: 49 clusters Score -8.813068e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106365 members 
Mstep: Class 3 contains 19618 members 
Mstep: Class 4 contains 36701 members 
Mstep: Class 5 contains 66728 members 
Mstep: Class 6 contains 115679 members 
Mstep: Class 7 contains 5526 members 
Mstep: Class 8 contains 14110 members 
Mstep: Class 9 contains 20270 members 
Mstep: Class 10 contains 23499 members 
Mstep: Class 11 contains 49807 members 
Mstep: Class 12 contains 4135 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 1745 members 
Mstep: Class 15 contains 5377 members 
Mstep: Class 16 contains 40320 members 
Mstep: Class 17 contains 8404 members 
Mstep: Class 18 contains 20157 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38077 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19764 members 
Mstep: Class 23 contains 13096 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2134 members 
Mstep: Class 26 contains 3391 members 
Mstep: Class 27 contains 23451 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10342 members 
Mstep: Class 30 contains 38720 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7486 members 
Mstep: Class 33 contains 20908 members 
Mstep: Class 34 contains 8783 members 
Mstep: Class 35 contains 19314 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6119 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4891 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14374 members 
Mstep: Class 44 contains 3636 members 
Mstep: Class 45 contains 4130 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130672.000000 Penalty: 97921.867188
Iteration 287Q: 49 clusters Score -8.813067e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106363 members 
Mstep: Class 3 contains 19618 members 
Mstep: Class 4 contains 36699 members 
Mstep: Class 5 contains 66729 members 
Mstep: Class 6 contains 115681 members 
Mstep: Class 7 contains 5526 members 
Mstep: Class 8 contains 14105 members 
Mstep: Class 9 contains 20270 members 
Mstep: Class 10 contains 23503 members 
Mstep: Class 11 contains 49807 members 
Mstep: Class 12 contains 4136 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 1745 members 
Mstep: Class 15 contains 5377 members 
Mstep: Class 16 contains 40320 members 
Mstep: Class 17 contains 8404 members 
Mstep: Class 18 contains 20158 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38077 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19762 members 
Mstep: Class 23 contains 13096 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2134 members 
Mstep: Class 26 contains 3391 members 
Mstep: Class 27 contains 23451 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10342 members 
Mstep: Class 30 contains 38721 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7486 members 
Mstep: Class 33 contains 20912 members 
Mstep: Class 34 contains 8782 members 
Mstep: Class 35 contains 19311 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6120 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4891 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14374 members 
Mstep: Class 44 contains 3636 members 
Mstep: Class 45 contains 4130 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130656.000000 Penalty: 97921.867188
Iteration 288Q: 49 clusters Score -8.813066e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106365 members 
Mstep: Class 3 contains 19618 members 
Mstep: Class 4 contains 36699 members 
Mstep: Class 5 contains 66729 members 
Mstep: Class 6 contains 115683 members 
Mstep: Class 7 contains 5526 members 
Mstep: Class 8 contains 14101 members 
Mstep: Class 9 contains 20269 members 
Mstep: Class 10 contains 23505 members 
Mstep: Class 11 contains 49807 members 
Mstep: Class 12 contains 4136 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 1745 members 
Mstep: Class 15 contains 5377 members 
Mstep: Class 16 contains 40321 members 
Mstep: Class 17 contains 8404 members 
Mstep: Class 18 contains 20158 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38076 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19762 members 
Mstep: Class 23 contains 13096 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2135 members 
Mstep: Class 26 contains 3391 members 
Mstep: Class 27 contains 23450 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10340 members 
Mstep: Class 30 contains 38720 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7486 members 
Mstep: Class 33 contains 20915 members 
Mstep: Class 34 contains 8783 members 
Mstep: Class 35 contains 19308 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6120 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4892 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14374 members 
Mstep: Class 44 contains 3636 members 
Mstep: Class 45 contains 4130 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130648.000000 Penalty: 97921.867188
Iteration 289Q: 49 clusters Score -8.813065e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106363 members 
Mstep: Class 3 contains 19618 members 
Mstep: Class 4 contains 36700 members 
Mstep: Class 5 contains 66729 members 
Mstep: Class 6 contains 115683 members 
Mstep: Class 7 contains 5526 members 
Mstep: Class 8 contains 14095 members 
Mstep: Class 9 contains 20270 members 
Mstep: Class 10 contains 23507 members 
Mstep: Class 11 contains 49807 members 
Mstep: Class 12 contains 4136 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 1745 members 
Mstep: Class 15 contains 5377 members 
Mstep: Class 16 contains 40319 members 
Mstep: Class 17 contains 8404 members 
Mstep: Class 18 contains 20159 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38077 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19762 members 
Mstep: Class 23 contains 13096 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2135 members 
Mstep: Class 26 contains 3391 members 
Mstep: Class 27 contains 23450 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10340 members 
Mstep: Class 30 contains 38721 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7486 members 
Mstep: Class 33 contains 20917 members 
Mstep: Class 34 contains 8784 members 
Mstep: Class 35 contains 19308 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6120 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4892 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14374 members 
Mstep: Class 44 contains 3636 members 
Mstep: Class 45 contains 4130 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130656.000000 Penalty: 97921.867188
Iteration 290Q: 49 clusters Score -8.813066e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106364 members 
Mstep: Class 3 contains 19618 members 
Mstep: Class 4 contains 36698 members 
Mstep: Class 5 contains 66729 members 
Mstep: Class 6 contains 115679 members 
Mstep: Class 7 contains 5526 members 
Mstep: Class 8 contains 14096 members 
Mstep: Class 9 contains 20269 members 
Mstep: Class 10 contains 23509 members 
Mstep: Class 11 contains 49807 members 
Mstep: Class 12 contains 4136 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 1745 members 
Mstep: Class 15 contains 5377 members 
Mstep: Class 16 contains 40317 members 
Mstep: Class 17 contains 8404 members 
Mstep: Class 18 contains 20163 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38077 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19762 members 
Mstep: Class 23 contains 13096 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2135 members 
Mstep: Class 26 contains 3391 members 
Mstep: Class 27 contains 23450 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10341 members 
Mstep: Class 30 contains 38722 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7486 members 
Mstep: Class 33 contains 20917 members 
Mstep: Class 34 contains 8784 members 
Mstep: Class 35 contains 19308 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6120 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4891 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14374 members 
Mstep: Class 44 contains 3636 members 
Mstep: Class 45 contains 4130 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130624.000000 Penalty: 97921.867188
Iteration 291Q: 49 clusters Score -8.813062e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106364 members 
Mstep: Class 3 contains 19618 members 
Mstep: Class 4 contains 36697 members 
Mstep: Class 5 contains 66729 members 
Mstep: Class 6 contains 115678 members 
Mstep: Class 7 contains 5526 members 
Mstep: Class 8 contains 14094 members 
Mstep: Class 9 contains 20269 members 
Mstep: Class 10 contains 23511 members 
Mstep: Class 11 contains 49807 members 
Mstep: Class 12 contains 4136 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 1745 members 
Mstep: Class 15 contains 5377 members 
Mstep: Class 16 contains 40316 members 
Mstep: Class 17 contains 8404 members 
Mstep: Class 18 contains 20161 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38077 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19762 members 
Mstep: Class 23 contains 13096 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2135 members 
Mstep: Class 26 contains 3391 members 
Mstep: Class 27 contains 23451 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10342 members 
Mstep: Class 30 contains 38721 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7486 members 
Mstep: Class 33 contains 20918 members 
Mstep: Class 34 contains 8784 members 
Mstep: Class 35 contains 19308 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6120 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4891 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14376 members 
Mstep: Class 44 contains 3637 members 
Mstep: Class 45 contains 4130 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130600.000000 Penalty: 97921.867188
Iteration 292Q: 49 clusters Score -8.81306e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106363 members 
Mstep: Class 3 contains 19618 members 
Mstep: Class 4 contains 36697 members 
Mstep: Class 5 contains 66729 members 
Mstep: Class 6 contains 115680 members 
Mstep: Class 7 contains 5526 members 
Mstep: Class 8 contains 14093 members 
Mstep: Class 9 contains 20269 members 
Mstep: Class 10 contains 23512 members 
Mstep: Class 11 contains 49807 members 
Mstep: Class 12 contains 4136 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 1745 members 
Mstep: Class 15 contains 5377 members 
Mstep: Class 16 contains 40313 members 
Mstep: Class 17 contains 8404 members 
Mstep: Class 18 contains 20161 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38077 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19762 members 
Mstep: Class 23 contains 13097 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2135 members 
Mstep: Class 26 contains 3391 members 
Mstep: Class 27 contains 23451 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10342 members 
Mstep: Class 30 contains 38719 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7486 members 
Mstep: Class 33 contains 20919 members 
Mstep: Class 34 contains 8784 members 
Mstep: Class 35 contains 19308 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6120 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4891 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14377 members 
Mstep: Class 44 contains 3638 members 
Mstep: Class 45 contains 4130 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130608.000000 Penalty: 97921.867188
Iteration 293Q: 49 clusters Score -8.813061e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106362 members 
Mstep: Class 3 contains 19618 members 
Mstep: Class 4 contains 36696 members 
Mstep: Class 5 contains 66729 members 
Mstep: Class 6 contains 115681 members 
Mstep: Class 7 contains 5526 members 
Mstep: Class 8 contains 14091 members 
Mstep: Class 9 contains 20269 members 
Mstep: Class 10 contains 23513 members 
Mstep: Class 11 contains 49807 members 
Mstep: Class 12 contains 4136 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 1745 members 
Mstep: Class 15 contains 5377 members 
Mstep: Class 16 contains 40312 members 
Mstep: Class 17 contains 8404 members 
Mstep: Class 18 contains 20161 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38077 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19762 members 
Mstep: Class 23 contains 13097 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2135 members 
Mstep: Class 26 contains 3391 members 
Mstep: Class 27 contains 23451 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10342 members 
Mstep: Class 30 contains 38718 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7486 members 
Mstep: Class 33 contains 20921 members 
Mstep: Class 34 contains 8784 members 
Mstep: Class 35 contains 19308 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6120 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4891 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14378 members 
Mstep: Class 44 contains 3639 members 
Mstep: Class 45 contains 4130 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130616.000000 Penalty: 97921.867188
Iteration 294Q: 49 clusters Score -8.813062e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106362 members 
Mstep: Class 3 contains 19618 members 
Mstep: Class 4 contains 36696 members 
Mstep: Class 5 contains 66729 members 
Mstep: Class 6 contains 115681 members 
Mstep: Class 7 contains 5526 members 
Mstep: Class 8 contains 14089 members 
Mstep: Class 9 contains 20269 members 
Mstep: Class 10 contains 23515 members 
Mstep: Class 11 contains 49807 members 
Mstep: Class 12 contains 4136 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 1745 members 
Mstep: Class 15 contains 5377 members 
Mstep: Class 16 contains 40312 members 
Mstep: Class 17 contains 8405 members 
Mstep: Class 18 contains 20160 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38077 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19762 members 
Mstep: Class 23 contains 13097 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2135 members 
Mstep: Class 26 contains 3391 members 
Mstep: Class 27 contains 23451 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10342 members 
Mstep: Class 30 contains 38717 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7486 members 
Mstep: Class 33 contains 20921 members 
Mstep: Class 34 contains 8784 members 
Mstep: Class 35 contains 19308 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6120 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4891 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14379 members 
Mstep: Class 44 contains 3639 members 
Mstep: Class 45 contains 4130 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130664.000000 Penalty: 97921.867188
Iteration 295Q: 49 clusters Score -8.813066e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106361 members 
Mstep: Class 3 contains 19618 members 
Mstep: Class 4 contains 36696 members 
Mstep: Class 5 contains 66729 members 
Mstep: Class 6 contains 115684 members 
Mstep: Class 7 contains 5526 members 
Mstep: Class 8 contains 14087 members 
Mstep: Class 9 contains 20269 members 
Mstep: Class 10 contains 23515 members 
Mstep: Class 11 contains 49807 members 
Mstep: Class 12 contains 4136 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 1745 members 
Mstep: Class 15 contains 5377 members 
Mstep: Class 16 contains 40310 members 
Mstep: Class 17 contains 8405 members 
Mstep: Class 18 contains 20159 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38077 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19762 members 
Mstep: Class 23 contains 13098 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2135 members 
Mstep: Class 26 contains 3391 members 
Mstep: Class 27 contains 23451 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10340 members 
Mstep: Class 30 contains 38719 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7487 members 
Mstep: Class 33 contains 20921 members 
Mstep: Class 34 contains 8784 members 
Mstep: Class 35 contains 19308 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6120 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4891 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14380 members 
Mstep: Class 44 contains 3639 members 
Mstep: Class 45 contains 4130 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130640.000000 Penalty: 97921.867188
Iteration 296Q: 49 clusters Score -8.813064e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106360 members 
Mstep: Class 3 contains 19618 members 
Mstep: Class 4 contains 36696 members 
Mstep: Class 5 contains 66730 members 
Mstep: Class 6 contains 115689 members 
Mstep: Class 7 contains 5526 members 
Mstep: Class 8 contains 14083 members 
Mstep: Class 9 contains 20270 members 
Mstep: Class 10 contains 23515 members 
Mstep: Class 11 contains 49807 members 
Mstep: Class 12 contains 4136 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 1745 members 
Mstep: Class 15 contains 5377 members 
Mstep: Class 16 contains 40307 members 
Mstep: Class 17 contains 8405 members 
Mstep: Class 18 contains 20161 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38076 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19762 members 
Mstep: Class 23 contains 13098 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2135 members 
Mstep: Class 26 contains 3391 members 
Mstep: Class 27 contains 23452 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10339 members 
Mstep: Class 30 contains 38720 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7486 members 
Mstep: Class 33 contains 20921 members 
Mstep: Class 34 contains 8784 members 
Mstep: Class 35 contains 19308 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6120 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4891 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14380 members 
Mstep: Class 44 contains 3639 members 
Mstep: Class 45 contains 4130 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130648.000000 Penalty: 97921.867188
Iteration 297Q: 49 clusters Score -8.813065e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106359 members 
Mstep: Class 3 contains 19618 members 
Mstep: Class 4 contains 36696 members 
Mstep: Class 5 contains 66730 members 
Mstep: Class 6 contains 115691 members 
Mstep: Class 7 contains 5526 members 
Mstep: Class 8 contains 14082 members 
Mstep: Class 9 contains 20271 members 
Mstep: Class 10 contains 23516 members 
Mstep: Class 11 contains 49807 members 
Mstep: Class 12 contains 4136 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 1745 members 
Mstep: Class 15 contains 5377 members 
Mstep: Class 16 contains 40305 members 
Mstep: Class 17 contains 8405 members 
Mstep: Class 18 contains 20162 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38076 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19762 members 
Mstep: Class 23 contains 13098 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2135 members 
Mstep: Class 26 contains 3391 members 
Mstep: Class 27 contains 23454 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10339 members 
Mstep: Class 30 contains 38720 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7484 members 
Mstep: Class 33 contains 20921 members 
Mstep: Class 34 contains 8784 members 
Mstep: Class 35 contains 19307 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6120 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4891 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14380 members 
Mstep: Class 44 contains 3639 members 
Mstep: Class 45 contains 4130 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130664.000000 Penalty: 97921.867188
Iteration 298Q: 49 clusters Score -8.813066e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106359 members 
Mstep: Class 3 contains 19617 members 
Mstep: Class 4 contains 36696 members 
Mstep: Class 5 contains 66730 members 
Mstep: Class 6 contains 115692 members 
Mstep: Class 7 contains 5526 members 
Mstep: Class 8 contains 14079 members 
Mstep: Class 9 contains 20271 members 
Mstep: Class 10 contains 23516 members 
Mstep: Class 11 contains 49807 members 
Mstep: Class 12 contains 4136 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 1745 members 
Mstep: Class 15 contains 5376 members 
Mstep: Class 16 contains 40305 members 
Mstep: Class 17 contains 8405 members 
Mstep: Class 18 contains 20162 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38076 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19762 members 
Mstep: Class 23 contains 13098 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2135 members 
Mstep: Class 26 contains 3391 members 
Mstep: Class 27 contains 23455 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10340 members 
Mstep: Class 30 contains 38720 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7485 members 
Mstep: Class 33 contains 20923 members 
Mstep: Class 34 contains 8784 members 
Mstep: Class 35 contains 19306 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6120 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4891 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14380 members 
Mstep: Class 44 contains 3639 members 
Mstep: Class 45 contains 4130 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130656.000000 Penalty: 97921.867188
Iteration 299Q: 49 clusters Score -8.813066e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106359 members 
Mstep: Class 3 contains 19617 members 
Mstep: Class 4 contains 36696 members 
Mstep: Class 5 contains 66730 members 
Mstep: Class 6 contains 115693 members 
Mstep: Class 7 contains 5526 members 
Mstep: Class 8 contains 14078 members 
Mstep: Class 9 contains 20271 members 
Mstep: Class 10 contains 23517 members 
Mstep: Class 11 contains 49807 members 
Mstep: Class 12 contains 4136 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 1745 members 
Mstep: Class 15 contains 5376 members 
Mstep: Class 16 contains 40302 members 
Mstep: Class 17 contains 8405 members 
Mstep: Class 18 contains 20162 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38076 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19762 members 
Mstep: Class 23 contains 13098 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2135 members 
Mstep: Class 26 contains 3391 members 
Mstep: Class 27 contains 23456 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10340 members 
Mstep: Class 30 contains 38719 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7485 members 
Mstep: Class 33 contains 20925 members 
Mstep: Class 34 contains 8784 members 
Mstep: Class 35 contains 19306 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6120 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4891 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14380 members 
Mstep: Class 44 contains 3639 members 
Mstep: Class 45 contains 4130 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130672.000000 Penalty: 97921.867188
Iteration 300F: 49 clusters Score -8.813067e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106360 members 
Mstep: Class 3 contains 19617 members 
Mstep: Class 4 contains 36695 members 
Mstep: Class 5 contains 66730 members 
Mstep: Class 6 contains 115693 members 
Mstep: Class 7 contains 5526 members 
Mstep: Class 8 contains 14079 members 
Mstep: Class 9 contains 20271 members 
Mstep: Class 10 contains 23517 members 
Mstep: Class 11 contains 49807 members 
Mstep: Class 12 contains 4136 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 1745 members 
Mstep: Class 15 contains 5376 members 
Mstep: Class 16 contains 40301 members 
Mstep: Class 17 contains 8405 members 
Mstep: Class 18 contains 20162 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38076 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19762 members 
Mstep: Class 23 contains 13098 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 2135 members 
Mstep: Class 26 contains 3391 members 
Mstep: Class 27 contains 23456 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10340 members 
Mstep: Class 30 contains 38719 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7485 members 
Mstep: Class 33 contains 20926 members 
Mstep: Class 34 contains 8784 members 
Mstep: Class 35 contains 19305 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6120 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4891 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14380 members 
Mstep: Class 44 contains 3639 members 
Mstep: Class 45 contains 4130 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130696.000000 Penalty: 97921.867188
Iteration 301Q: 49 clusters Score -8.81307e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106362 members 
Mstep: Class 3 contains 19617 members 
Mstep: Class 4 contains 36695 members 
Mstep: Class 5 contains 66730 members 
Mstep: Class 6 contains 115694 members 
Mstep: Class 7 contains 5526 members 
Mstep: Class 8 contains 14077 members 
Mstep: Class 9 contains 20272 members 
Mstep: Class 10 contains 23517 members 
Mstep: Class 11 contains 49807 members 
Mstep: Class 12 contains 4136 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 1745 members 
Mstep: Class 15 contains 5376 members 
Mstep: Class 16 contains 40296 members 
Mstep: Class 17 contains 8405 members 
Mstep: Class 18 contains 20162 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38076 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19762 members 
Mstep: Class 23 contains 13098 members 
Mstep: Class 24 contains 10372 members 
Mstep: Class 25 contains 2135 members 
Mstep: Class 26 contains 3391 members 
Mstep: Class 27 contains 23456 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10341 members 
Mstep: Class 30 contains 38719 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7485 members 
Mstep: Class 33 contains 20927 members 
Mstep: Class 34 contains 8784 members 
Mstep: Class 35 contains 19305 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6120 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4891 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14380 members 
Mstep: Class 44 contains 3639 members 
Mstep: Class 45 contains 4130 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130664.000000 Penalty: 97921.867188
Iteration 302Q: 49 clusters Score -8.813066e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106361 members 
Mstep: Class 3 contains 19617 members 
Mstep: Class 4 contains 36691 members 
Mstep: Class 5 contains 66730 members 
Mstep: Class 6 contains 115700 members 
Mstep: Class 7 contains 5526 members 
Mstep: Class 8 contains 14075 members 
Mstep: Class 9 contains 20273 members 
Mstep: Class 10 contains 23517 members 
Mstep: Class 11 contains 49807 members 
Mstep: Class 12 contains 4136 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 1745 members 
Mstep: Class 15 contains 5376 members 
Mstep: Class 16 contains 40293 members 
Mstep: Class 17 contains 8405 members 
Mstep: Class 18 contains 20162 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38076 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19762 members 
Mstep: Class 23 contains 13098 members 
Mstep: Class 24 contains 10372 members 
Mstep: Class 25 contains 2135 members 
Mstep: Class 26 contains 3391 members 
Mstep: Class 27 contains 23456 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10342 members 
Mstep: Class 30 contains 38719 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7485 members 
Mstep: Class 33 contains 20928 members 
Mstep: Class 34 contains 8784 members 
Mstep: Class 35 contains 19305 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6120 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4891 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14381 members 
Mstep: Class 44 contains 3639 members 
Mstep: Class 45 contains 4130 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130672.000000 Penalty: 97921.867188
Iteration 303Q: 49 clusters Score -8.813067e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106361 members 
Mstep: Class 3 contains 19617 members 
Mstep: Class 4 contains 36688 members 
Mstep: Class 5 contains 66730 members 
Mstep: Class 6 contains 115707 members 
Mstep: Class 7 contains 5526 members 
Mstep: Class 8 contains 14074 members 
Mstep: Class 9 contains 20273 members 
Mstep: Class 10 contains 23517 members 
Mstep: Class 11 contains 49807 members 
Mstep: Class 12 contains 4136 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 1745 members 
Mstep: Class 15 contains 5376 members 
Mstep: Class 16 contains 40289 members 
Mstep: Class 17 contains 8405 members 
Mstep: Class 18 contains 20162 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38076 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19762 members 
Mstep: Class 23 contains 13098 members 
Mstep: Class 24 contains 10372 members 
Mstep: Class 25 contains 2135 members 
Mstep: Class 26 contains 3391 members 
Mstep: Class 27 contains 23456 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10343 members 
Mstep: Class 30 contains 38719 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7485 members 
Mstep: Class 33 contains 20928 members 
Mstep: Class 34 contains 8784 members 
Mstep: Class 35 contains 19305 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6120 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4891 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14381 members 
Mstep: Class 44 contains 3639 members 
Mstep: Class 45 contains 4130 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130696.000000 Penalty: 97921.867188
Iteration 304Q: 49 clusters Score -8.81307e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106361 members 
Mstep: Class 3 contains 19617 members 
Mstep: Class 4 contains 36686 members 
Mstep: Class 5 contains 66730 members 
Mstep: Class 6 contains 115711 members 
Mstep: Class 7 contains 5526 members 
Mstep: Class 8 contains 14073 members 
Mstep: Class 9 contains 20274 members 
Mstep: Class 10 contains 23518 members 
Mstep: Class 11 contains 49807 members 
Mstep: Class 12 contains 4136 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 1745 members 
Mstep: Class 15 contains 5376 members 
Mstep: Class 16 contains 40284 members 
Mstep: Class 17 contains 8405 members 
Mstep: Class 18 contains 20163 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38076 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19762 members 
Mstep: Class 23 contains 13098 members 
Mstep: Class 24 contains 10372 members 
Mstep: Class 25 contains 2135 members 
Mstep: Class 26 contains 3391 members 
Mstep: Class 27 contains 23456 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10343 members 
Mstep: Class 30 contains 38719 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7485 members 
Mstep: Class 33 contains 20929 members 
Mstep: Class 34 contains 8784 members 
Mstep: Class 35 contains 19305 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6120 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4891 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14381 members 
Mstep: Class 44 contains 3639 members 
Mstep: Class 45 contains 4130 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130664.000000 Penalty: 97921.867188
Iteration 305Q: 49 clusters Score -8.813066e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106360 members 
Mstep: Class 3 contains 19617 members 
Mstep: Class 4 contains 36685 members 
Mstep: Class 5 contains 66730 members 
Mstep: Class 6 contains 115713 members 
Mstep: Class 7 contains 5526 members 
Mstep: Class 8 contains 14073 members 
Mstep: Class 9 contains 20273 members 
Mstep: Class 10 contains 23519 members 
Mstep: Class 11 contains 49807 members 
Mstep: Class 12 contains 4136 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 1745 members 
Mstep: Class 15 contains 5376 members 
Mstep: Class 16 contains 40282 members 
Mstep: Class 17 contains 8405 members 
Mstep: Class 18 contains 20164 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38076 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19762 members 
Mstep: Class 23 contains 13099 members 
Mstep: Class 24 contains 10372 members 
Mstep: Class 25 contains 2135 members 
Mstep: Class 26 contains 3391 members 
Mstep: Class 27 contains 23456 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10343 members 
Mstep: Class 30 contains 38718 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7485 members 
Mstep: Class 33 contains 20930 members 
Mstep: Class 34 contains 8784 members 
Mstep: Class 35 contains 19305 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6120 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4891 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14381 members 
Mstep: Class 44 contains 3639 members 
Mstep: Class 45 contains 4130 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130720.000000 Penalty: 97921.867188
Iteration 306Q: 49 clusters Score -8.813072e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106359 members 
Mstep: Class 3 contains 19617 members 
Mstep: Class 4 contains 36684 members 
Mstep: Class 5 contains 66730 members 
Mstep: Class 6 contains 115713 members 
Mstep: Class 7 contains 5526 members 
Mstep: Class 8 contains 14074 members 
Mstep: Class 9 contains 20273 members 
Mstep: Class 10 contains 23521 members 
Mstep: Class 11 contains 49807 members 
Mstep: Class 12 contains 4136 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 1745 members 
Mstep: Class 15 contains 5376 members 
Mstep: Class 16 contains 40280 members 
Mstep: Class 17 contains 8405 members 
Mstep: Class 18 contains 20164 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38076 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19762 members 
Mstep: Class 23 contains 13098 members 
Mstep: Class 24 contains 10372 members 
Mstep: Class 25 contains 2135 members 
Mstep: Class 26 contains 3391 members 
Mstep: Class 27 contains 23457 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10343 members 
Mstep: Class 30 contains 38717 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7485 members 
Mstep: Class 33 contains 20931 members 
Mstep: Class 34 contains 8784 members 
Mstep: Class 35 contains 19305 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6120 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4891 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14382 members 
Mstep: Class 44 contains 3639 members 
Mstep: Class 45 contains 4130 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130744.000000 Penalty: 97921.867188
Iteration 307Q: 49 clusters Score -8.813074e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106359 members 
Mstep: Class 3 contains 19617 members 
Mstep: Class 4 contains 36683 members 
Mstep: Class 5 contains 66730 members 
Mstep: Class 6 contains 115716 members 
Mstep: Class 7 contains 5526 members 
Mstep: Class 8 contains 14071 members 
Mstep: Class 9 contains 20273 members 
Mstep: Class 10 contains 23521 members 
Mstep: Class 11 contains 49807 members 
Mstep: Class 12 contains 4136 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 1745 members 
Mstep: Class 15 contains 5376 members 
Mstep: Class 16 contains 40282 members 
Mstep: Class 17 contains 8405 members 
Mstep: Class 18 contains 20163 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38076 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19762 members 
Mstep: Class 23 contains 13097 members 
Mstep: Class 24 contains 10372 members 
Mstep: Class 25 contains 2135 members 
Mstep: Class 26 contains 3391 members 
Mstep: Class 27 contains 23457 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10343 members 
Mstep: Class 30 contains 38717 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7485 members 
Mstep: Class 33 contains 20932 members 
Mstep: Class 34 contains 8784 members 
Mstep: Class 35 contains 19305 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6120 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4891 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14382 members 
Mstep: Class 44 contains 3639 members 
Mstep: Class 45 contains 4130 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130696.000000 Penalty: 97921.867188
Iteration 308Q: 49 clusters Score -8.81307e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106359 members 
Mstep: Class 3 contains 19617 members 
Mstep: Class 4 contains 36684 members 
Mstep: Class 5 contains 66730 members 
Mstep: Class 6 contains 115717 members 
Mstep: Class 7 contains 5526 members 
Mstep: Class 8 contains 14069 members 
Mstep: Class 9 contains 20273 members 
Mstep: Class 10 contains 23521 members 
Mstep: Class 11 contains 49807 members 
Mstep: Class 12 contains 4136 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 1745 members 
Mstep: Class 15 contains 5376 members 
Mstep: Class 16 contains 40281 members 
Mstep: Class 17 contains 8405 members 
Mstep: Class 18 contains 20163 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38076 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19762 members 
Mstep: Class 23 contains 13097 members 
Mstep: Class 24 contains 10372 members 
Mstep: Class 25 contains 2135 members 
Mstep: Class 26 contains 3391 members 
Mstep: Class 27 contains 23457 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10344 members 
Mstep: Class 30 contains 38717 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7485 members 
Mstep: Class 33 contains 20932 members 
Mstep: Class 34 contains 8784 members 
Mstep: Class 35 contains 19305 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6120 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4891 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14382 members 
Mstep: Class 44 contains 3639 members 
Mstep: Class 45 contains 4130 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130704.000000 Penalty: 97921.867188
Iteration 309Q: 49 clusters Score -8.81307e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106358 members 
Mstep: Class 3 contains 19617 members 
Mstep: Class 4 contains 36684 members 
Mstep: Class 5 contains 66730 members 
Mstep: Class 6 contains 115719 members 
Mstep: Class 7 contains 5526 members 
Mstep: Class 8 contains 14069 members 
Mstep: Class 9 contains 20273 members 
Mstep: Class 10 contains 23521 members 
Mstep: Class 11 contains 49807 members 
Mstep: Class 12 contains 4136 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 1745 members 
Mstep: Class 15 contains 5376 members 
Mstep: Class 16 contains 40279 members 
Mstep: Class 17 contains 8405 members 
Mstep: Class 18 contains 20163 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38076 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19761 members 
Mstep: Class 23 contains 13097 members 
Mstep: Class 24 contains 10372 members 
Mstep: Class 25 contains 2135 members 
Mstep: Class 26 contains 3391 members 
Mstep: Class 27 contains 23457 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10344 members 
Mstep: Class 30 contains 38717 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7485 members 
Mstep: Class 33 contains 20934 members 
Mstep: Class 34 contains 8784 members 
Mstep: Class 35 contains 19305 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6120 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4891 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14382 members 
Mstep: Class 44 contains 3639 members 
Mstep: Class 45 contains 4130 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130696.000000 Penalty: 97921.867188
Iteration 310Q: 49 clusters Score -8.81307e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106358 members 
Mstep: Class 3 contains 19617 members 
Mstep: Class 4 contains 36684 members 
Mstep: Class 5 contains 66729 members 
Mstep: Class 6 contains 115720 members 
Mstep: Class 7 contains 5526 members 
Mstep: Class 8 contains 14069 members 
Mstep: Class 9 contains 20272 members 
Mstep: Class 10 contains 23521 members 
Mstep: Class 11 contains 49808 members 
Mstep: Class 12 contains 4136 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 1745 members 
Mstep: Class 15 contains 5376 members 
Mstep: Class 16 contains 40277 members 
Mstep: Class 17 contains 8405 members 
Mstep: Class 18 contains 20163 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38076 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19762 members 
Mstep: Class 23 contains 13097 members 
Mstep: Class 24 contains 10372 members 
Mstep: Class 25 contains 2135 members 
Mstep: Class 26 contains 3391 members 
Mstep: Class 27 contains 23457 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10344 members 
Mstep: Class 30 contains 38717 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7485 members 
Mstep: Class 33 contains 20935 members 
Mstep: Class 34 contains 8784 members 
Mstep: Class 35 contains 19305 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6120 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4891 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14382 members 
Mstep: Class 44 contains 3639 members 
Mstep: Class 45 contains 4130 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130696.000000 Penalty: 97921.867188
Iteration 311Q: 49 clusters Score -8.81307e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106356 members 
Mstep: Class 3 contains 19617 members 
Mstep: Class 4 contains 36684 members 
Mstep: Class 5 contains 66729 members 
Mstep: Class 6 contains 115720 members 
Mstep: Class 7 contains 5526 members 
Mstep: Class 8 contains 14069 members 
Mstep: Class 9 contains 20272 members 
Mstep: Class 10 contains 23521 members 
Mstep: Class 11 contains 49809 members 
Mstep: Class 12 contains 4136 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 1745 members 
Mstep: Class 15 contains 5376 members 
Mstep: Class 16 contains 40276 members 
Mstep: Class 17 contains 8405 members 
Mstep: Class 18 contains 20163 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38076 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19762 members 
Mstep: Class 23 contains 13097 members 
Mstep: Class 24 contains 10372 members 
Mstep: Class 25 contains 2135 members 
Mstep: Class 26 contains 3391 members 
Mstep: Class 27 contains 23458 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10344 members 
Mstep: Class 30 contains 38717 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7485 members 
Mstep: Class 33 contains 20936 members 
Mstep: Class 34 contains 8784 members 
Mstep: Class 35 contains 19305 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6120 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4891 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14382 members 
Mstep: Class 44 contains 3639 members 
Mstep: Class 45 contains 4130 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130688.000000 Penalty: 97921.867188
Iteration 312Q: 49 clusters Score -8.813069e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106355 members 
Mstep: Class 3 contains 19617 members 
Mstep: Class 4 contains 36684 members 
Mstep: Class 5 contains 66730 members 
Mstep: Class 6 contains 115720 members 
Mstep: Class 7 contains 5526 members 
Mstep: Class 8 contains 14069 members 
Mstep: Class 9 contains 20272 members 
Mstep: Class 10 contains 23521 members 
Mstep: Class 11 contains 49809 members 
Mstep: Class 12 contains 4136 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 1745 members 
Mstep: Class 15 contains 5376 members 
Mstep: Class 16 contains 40272 members 
Mstep: Class 17 contains 8405 members 
Mstep: Class 18 contains 20163 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38076 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19762 members 
Mstep: Class 23 contains 13098 members 
Mstep: Class 24 contains 10372 members 
Mstep: Class 25 contains 2135 members 
Mstep: Class 26 contains 3391 members 
Mstep: Class 27 contains 23460 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10344 members 
Mstep: Class 30 contains 38717 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7485 members 
Mstep: Class 33 contains 20937 members 
Mstep: Class 34 contains 8784 members 
Mstep: Class 35 contains 19305 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6120 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4891 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14382 members 
Mstep: Class 44 contains 3639 members 
Mstep: Class 45 contains 4130 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130672.000000 Penalty: 97921.867188
Iteration 313Q: 49 clusters Score -8.813067e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106354 members 
Mstep: Class 3 contains 19617 members 
Mstep: Class 4 contains 36684 members 
Mstep: Class 5 contains 66730 members 
Mstep: Class 6 contains 115722 members 
Mstep: Class 7 contains 5526 members 
Mstep: Class 8 contains 14069 members 
Mstep: Class 9 contains 20272 members 
Mstep: Class 10 contains 23521 members 
Mstep: Class 11 contains 49809 members 
Mstep: Class 12 contains 4136 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 1745 members 
Mstep: Class 15 contains 5376 members 
Mstep: Class 16 contains 40271 members 
Mstep: Class 17 contains 8405 members 
Mstep: Class 18 contains 20163 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38076 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19762 members 
Mstep: Class 23 contains 13098 members 
Mstep: Class 24 contains 10372 members 
Mstep: Class 25 contains 2135 members 
Mstep: Class 26 contains 3391 members 
Mstep: Class 27 contains 23459 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10344 members 
Mstep: Class 30 contains 38717 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7485 members 
Mstep: Class 33 contains 20938 members 
Mstep: Class 34 contains 8784 members 
Mstep: Class 35 contains 19305 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6120 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4891 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14382 members 
Mstep: Class 44 contains 3639 members 
Mstep: Class 45 contains 4130 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130680.000000 Penalty: 97921.867188
Iteration 314Q: 49 clusters Score -8.813068e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106353 members 
Mstep: Class 3 contains 19617 members 
Mstep: Class 4 contains 36684 members 
Mstep: Class 5 contains 66730 members 
Mstep: Class 6 contains 115723 members 
Mstep: Class 7 contains 5526 members 
Mstep: Class 8 contains 14069 members 
Mstep: Class 9 contains 20272 members 
Mstep: Class 10 contains 23521 members 
Mstep: Class 11 contains 49809 members 
Mstep: Class 12 contains 4136 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 1745 members 
Mstep: Class 15 contains 5376 members 
Mstep: Class 16 contains 40269 members 
Mstep: Class 17 contains 8405 members 
Mstep: Class 18 contains 20163 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38076 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19762 members 
Mstep: Class 23 contains 13098 members 
Mstep: Class 24 contains 10372 members 
Mstep: Class 25 contains 2135 members 
Mstep: Class 26 contains 3391 members 
Mstep: Class 27 contains 23460 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10344 members 
Mstep: Class 30 contains 38717 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7485 members 
Mstep: Class 33 contains 20939 members 
Mstep: Class 34 contains 8784 members 
Mstep: Class 35 contains 19305 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6120 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4891 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14382 members 
Mstep: Class 44 contains 3639 members 
Mstep: Class 45 contains 4130 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130688.000000 Penalty: 97921.867188
Iteration 315Q: 49 clusters Score -8.813069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106351 members 
Mstep: Class 3 contains 19617 members 
Mstep: Class 4 contains 36684 members 
Mstep: Class 5 contains 66730 members 
Mstep: Class 6 contains 115725 members 
Mstep: Class 7 contains 5526 members 
Mstep: Class 8 contains 14069 members 
Mstep: Class 9 contains 20272 members 
Mstep: Class 10 contains 23521 members 
Mstep: Class 11 contains 49809 members 
Mstep: Class 12 contains 4136 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 1745 members 
Mstep: Class 15 contains 5376 members 
Mstep: Class 16 contains 40268 members 
Mstep: Class 17 contains 8405 members 
Mstep: Class 18 contains 20163 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38076 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19762 members 
Mstep: Class 23 contains 13098 members 
Mstep: Class 24 contains 10372 members 
Mstep: Class 25 contains 2135 members 
Mstep: Class 26 contains 3391 members 
Mstep: Class 27 contains 23460 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10344 members 
Mstep: Class 30 contains 38717 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7485 members 
Mstep: Class 33 contains 20940 members 
Mstep: Class 34 contains 8784 members 
Mstep: Class 35 contains 19305 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6120 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4891 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14382 members 
Mstep: Class 44 contains 3639 members 
Mstep: Class 45 contains 4130 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130696.000000 Penalty: 97921.867188
Iteration 316Q: 49 clusters Score -8.81307e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106351 members 
Mstep: Class 3 contains 19617 members 
Mstep: Class 4 contains 36684 members 
Mstep: Class 5 contains 66730 members 
Mstep: Class 6 contains 115725 members 
Mstep: Class 7 contains 5526 members 
Mstep: Class 8 contains 14069 members 
Mstep: Class 9 contains 20272 members 
Mstep: Class 10 contains 23521 members 
Mstep: Class 11 contains 49809 members 
Mstep: Class 12 contains 4136 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 1745 members 
Mstep: Class 15 contains 5376 members 
Mstep: Class 16 contains 40269 members 
Mstep: Class 17 contains 8405 members 
Mstep: Class 18 contains 20163 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38076 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19762 members 
Mstep: Class 23 contains 13098 members 
Mstep: Class 24 contains 10372 members 
Mstep: Class 25 contains 2135 members 
Mstep: Class 26 contains 3391 members 
Mstep: Class 27 contains 23459 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10344 members 
Mstep: Class 30 contains 38717 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7485 members 
Mstep: Class 33 contains 20940 members 
Mstep: Class 34 contains 8784 members 
Mstep: Class 35 contains 19305 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6120 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4891 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14382 members 
Mstep: Class 44 contains 3639 members 
Mstep: Class 45 contains 4130 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130696.000000 Penalty: 97921.867188
Iteration 317Q: 49 clusters Score -8.81307e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106351 members 
Mstep: Class 3 contains 19617 members 
Mstep: Class 4 contains 36684 members 
Mstep: Class 5 contains 66730 members 
Mstep: Class 6 contains 115725 members 
Mstep: Class 7 contains 5526 members 
Mstep: Class 8 contains 14069 members 
Mstep: Class 9 contains 20272 members 
Mstep: Class 10 contains 23521 members 
Mstep: Class 11 contains 49809 members 
Mstep: Class 12 contains 4136 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 1745 members 
Mstep: Class 15 contains 5376 members 
Mstep: Class 16 contains 40269 members 
Mstep: Class 17 contains 8405 members 
Mstep: Class 18 contains 20163 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38076 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19762 members 
Mstep: Class 23 contains 13098 members 
Mstep: Class 24 contains 10372 members 
Mstep: Class 25 contains 2135 members 
Mstep: Class 26 contains 3391 members 
Mstep: Class 27 contains 23459 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10344 members 
Mstep: Class 30 contains 38717 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7485 members 
Mstep: Class 33 contains 20940 members 
Mstep: Class 34 contains 8784 members 
Mstep: Class 35 contains 19305 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6120 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4891 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14382 members 
Mstep: Class 44 contains 3639 members 
Mstep: Class 45 contains 4130 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130696.000000 Penalty: 97921.867188
Iteration 318F: 49 clusters Score -8.81307e+07 nChanged 0
Entering ConstructFrom: 
Score: -88130696.000000 Penalty: 97921.867188
Entering ConstructFrom: 
Trying to split cluster 1 (11490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Entering Unmasked Estep 
Score: -1208522.750000 Penalty: 1391.165894
	Iteration 0F: 2 clusters Score -1208523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1200795.125000 Penalty: 2782.331787
	Iteration 0F: 3 clusters Score -1200795 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1203375.625000 Penalty: 2782.331787
	Iteration 1F: 3 clusters Score -1203376 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1203730.375000 Penalty: 2782.331787
	Iteration 2F: 3 clusters Score -1203730 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1204023.125000 Penalty: 2782.331787
	Iteration 3F: 3 clusters Score -1204023 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1204263.375000 Penalty: 2782.331787
	Iteration 4Q: 3 clusters Score -1204263 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1204501.000000 Penalty: 2782.331787
	Iteration 5Q: 3 clusters Score -1204501 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1204772.375000 Penalty: 2782.331787
	Iteration 6Q: 3 clusters Score -1204772 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1205068.500000 Penalty: 2782.331787
	Iteration 7Q: 3 clusters Score -1205068 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1205376.000000 Penalty: 2782.331787
	Iteration 8Q: 3 clusters Score -1205376 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1205674.750000 Penalty: 2782.331787
	Iteration 9Q: 3 clusters Score -1205675 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1205961.250000 Penalty: 2782.331787
	Iteration 10Q: 3 clusters Score -1205961 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1206238.875000 Penalty: 2782.331787
	Iteration 11Q: 3 clusters Score -1206239 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1206478.625000 Penalty: 2782.331787
	Iteration 12Q: 3 clusters Score -1206479 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1206673.750000 Penalty: 2782.331787
	Iteration 13Q: 3 clusters Score -1206674 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1206830.500000 Penalty: 2782.331787
	Iteration 14Q: 3 clusters Score -1206830 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1206958.125000 Penalty: 2782.331787
	Iteration 15Q: 3 clusters Score -1206958 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1207053.625000 Penalty: 2782.331787
	Iteration 16Q: 3 clusters Score -1207054 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1207123.875000 Penalty: 2782.331787
	Iteration 17Q: 3 clusters Score -1207124 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1207186.875000 Penalty: 2782.331787
	Iteration 18Q: 3 clusters Score -1207187 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1207241.250000 Penalty: 2782.331787
	Iteration 19Q: 3 clusters Score -1207241 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1207279.375000 Penalty: 2782.331787
	Iteration 20F: 3 clusters Score -1207279 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1207320.875000 Penalty: 2782.331787
	Iteration 21Q: 3 clusters Score -1207321 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1207356.000000 Penalty: 2782.331787
	Iteration 22Q: 3 clusters Score -1207356 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1207385.125000 Penalty: 2782.331787
	Iteration 23Q: 3 clusters Score -1207385 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1207411.875000 Penalty: 2782.331787
	Iteration 24Q: 3 clusters Score -1207412 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1207433.250000 Penalty: 2782.331787
	Iteration 25Q: 3 clusters Score -1207433 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1207444.500000 Penalty: 2782.331787
	Iteration 26Q: 3 clusters Score -1207444 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1207455.250000 Penalty: 2782.331787
	Iteration 27Q: 3 clusters Score -1207455 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1207463.875000 Penalty: 2782.331787
	Iteration 28Q: 3 clusters Score -1207464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1207468.500000 Penalty: 2782.331787
	Iteration 29Q: 3 clusters Score -1207468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1207475.875000 Penalty: 2782.331787
	Iteration 30Q: 3 clusters Score -1207476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1207475.750000 Penalty: 2782.331787
	Iteration 31Q: 3 clusters Score -1207476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1207478.375000 Penalty: 2782.331787
	Iteration 32Q: 3 clusters Score -1207478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1207479.375000 Penalty: 2782.331787
	Iteration 33Q: 3 clusters Score -1207479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1207484.875000 Penalty: 2782.331787
	Iteration 34Q: 3 clusters Score -1207485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1207486.500000 Penalty: 2782.331787
	Iteration 35Q: 3 clusters Score -1207486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1207490.125000 Penalty: 2782.331787
	Iteration 36Q: 3 clusters Score -1207490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1207489.750000 Penalty: 2782.331787
	Iteration 37Q: 3 clusters Score -1207490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1207490.125000 Penalty: 2782.331787
	Iteration 38Q: 3 clusters Score -1207490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1207489.000000 Penalty: 2782.331787
	Iteration 39Q: 3 clusters Score -1207489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1207492.375000 Penalty: 2782.331787
	Iteration 40F: 3 clusters Score -1207492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1207490.625000 Penalty: 2782.331787
	Iteration 41Q: 3 clusters Score -1207491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1207492.625000 Penalty: 2782.331787
	Iteration 42Q: 3 clusters Score -1207493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1207492.625000 Penalty: 2782.331787
	Iteration 43F: 3 clusters Score -1207493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (106351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106351 members 
Entering Unmasked Estep 
Score: -10761677.000000 Penalty: 1722.285645
	Iteration 0F: 2 clusters Score -1.076168e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53249 members 
Mstep: Class 2 contains 53102 members 
Entering Unmasked Estep 
Score: -10691681.000000 Penalty: 3444.571289
	Iteration 0F: 3 clusters Score -1.069168e+07 nChanged 50509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52870 members 
Mstep: Class 2 contains 53481 members 
Entering Unmasked Estep 
Score: -10721909.000000 Penalty: 3444.571289
	Iteration 1F: 3 clusters Score -1.072191e+07 nChanged 4747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52583 members 
Mstep: Class 2 contains 53768 members 
Entering Unmasked Estep 
Score: -10723565.000000 Penalty: 3444.571289
	Iteration 2Q: 3 clusters Score -1.072356e+07 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52224 members 
Mstep: Class 2 contains 54127 members 
Entering Unmasked Estep 
Score: -10725459.000000 Penalty: 3444.571289
	Iteration 3Q: 3 clusters Score -1.072546e+07 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51692 members 
Mstep: Class 2 contains 54659 members 
Entering Unmasked Estep 
Score: -10727728.000000 Penalty: 3444.571289
	Iteration 4Q: 3 clusters Score -1.072773e+07 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50927 members 
Mstep: Class 2 contains 55424 members 
Entering Unmasked Estep 
Score: -10730573.000000 Penalty: 3444.571289
	Iteration 5F: 3 clusters Score -1.073057e+07 nChanged 5859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50092 members 
Mstep: Class 2 contains 56259 members 
Entering Unmasked Estep 
Score: -10733931.000000 Penalty: 3444.571289
	Iteration 6F: 3 clusters Score -1.073393e+07 nChanged 5919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49219 members 
Mstep: Class 2 contains 57132 members 
Entering Unmasked Estep 
Score: -10737803.000000 Penalty: 3444.571289
	Iteration 7F: 3 clusters Score -1.07378e+07 nChanged 5721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48344 members 
Mstep: Class 2 contains 58007 members 
Entering Unmasked Estep 
Score: -10741535.000000 Penalty: 3444.571289
	Iteration 8F: 3 clusters Score -1.074154e+07 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47526 members 
Mstep: Class 2 contains 58825 members 
Entering Unmasked Estep 
Score: -10743885.000000 Penalty: 3444.571289
	Iteration 9Q: 3 clusters Score -1.074388e+07 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46750 members 
Mstep: Class 2 contains 59601 members 
Entering Unmasked Estep 
Score: -10744822.000000 Penalty: 3444.571289
	Iteration 10Q: 3 clusters Score -1.074482e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46010 members 
Mstep: Class 2 contains 60341 members 
Entering Unmasked Estep 
Score: -10745271.000000 Penalty: 3444.571289
	Iteration 11Q: 3 clusters Score -1.074527e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45252 members 
Mstep: Class 2 contains 61099 members 
Entering Unmasked Estep 
Score: -10745501.000000 Penalty: 3444.571289
	Iteration 12Q: 3 clusters Score -1.07455e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44480 members 
Mstep: Class 2 contains 61871 members 
Entering Unmasked Estep 
Score: -10745795.000000 Penalty: 3444.571289
	Iteration 13Q: 3 clusters Score -1.07458e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43686 members 
Mstep: Class 2 contains 62665 members 
Entering Unmasked Estep 
Score: -10746024.000000 Penalty: 3444.571289
	Iteration 14Q: 3 clusters Score -1.074602e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42864 members 
Mstep: Class 2 contains 63487 members 
Entering Unmasked Estep 
Score: -10746282.000000 Penalty: 3444.571289
	Iteration 15Q: 3 clusters Score -1.074628e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42016 members 
Mstep: Class 2 contains 64335 members 
Entering Unmasked Estep 
Score: -10746500.000000 Penalty: 3444.571289
	Iteration 16Q: 3 clusters Score -1.07465e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41071 members 
Mstep: Class 2 contains 65280 members 
Entering Unmasked Estep 
Score: -10746754.000000 Penalty: 3444.571289
	Iteration 17Q: 3 clusters Score -1.074675e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40070 members 
Mstep: Class 2 contains 66281 members 
Entering Unmasked Estep 
Score: -10747084.000000 Penalty: 3444.571289
	Iteration 18Q: 3 clusters Score -1.074708e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38995 members 
Mstep: Class 2 contains 67356 members 
Entering Unmasked Estep 
Score: -10747312.000000 Penalty: 3444.571289
	Iteration 19Q: 3 clusters Score -1.074731e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37877 members 
Mstep: Class 2 contains 68474 members 
Entering Unmasked Estep 
Score: -10747650.000000 Penalty: 3444.571289
	Iteration 20F: 3 clusters Score -1.074765e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36718 members 
Mstep: Class 2 contains 69633 members 
Entering Unmasked Estep 
Score: -10747999.000000 Penalty: 3444.571289
	Iteration 21Q: 3 clusters Score -1.0748e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35506 members 
Mstep: Class 2 contains 70845 members 
Entering Unmasked Estep 
Score: -10748352.000000 Penalty: 3444.571289
	Iteration 22Q: 3 clusters Score -1.074835e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34204 members 
Mstep: Class 2 contains 72147 members 
Entering Unmasked Estep 
Score: -10748708.000000 Penalty: 3444.571289
	Iteration 23Q: 3 clusters Score -1.074871e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32876 members 
Mstep: Class 2 contains 73475 members 
Entering Unmasked Estep 
Score: -10749104.000000 Penalty: 3444.571289
	Iteration 24Q: 3 clusters Score -1.07491e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31468 members 
Mstep: Class 2 contains 74883 members 
Entering Unmasked Estep 
Score: -10749568.000000 Penalty: 3444.571289
	Iteration 25Q: 3 clusters Score -1.074957e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30068 members 
Mstep: Class 2 contains 76283 members 
Entering Unmasked Estep 
Score: -10749931.000000 Penalty: 3444.571289
	Iteration 26Q: 3 clusters Score -1.074993e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28649 members 
Mstep: Class 2 contains 77702 members 
Entering Unmasked Estep 
Score: -10750341.000000 Penalty: 3444.571289
	Iteration 27Q: 3 clusters Score -1.075034e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 79179 members 
Entering Unmasked Estep 
Score: -10750818.000000 Penalty: 3444.571289
	Iteration 28Q: 3 clusters Score -1.075082e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 80652 members 
Entering Unmasked Estep 
Score: -10751355.000000 Penalty: 3444.571289
	Iteration 29Q: 3 clusters Score -1.075136e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 82166 members 
Entering Unmasked Estep 
Score: -10751842.000000 Penalty: 3444.571289
	Iteration 30Q: 3 clusters Score -1.075184e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 83602 members 
Entering Unmasked Estep 
Score: -10752390.000000 Penalty: 3444.571289
	Iteration 31Q: 3 clusters Score -1.075239e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 85020 members 
Entering Unmasked Estep 
Score: -10752904.000000 Penalty: 3444.571289
	Iteration 32Q: 3 clusters Score -1.07529e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 86420 members 
Entering Unmasked Estep 
Score: -10753315.000000 Penalty: 3444.571289
	Iteration 33Q: 3 clusters Score -1.075332e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 87821 members 
Entering Unmasked Estep 
Score: -10753800.000000 Penalty: 3444.571289
	Iteration 34Q: 3 clusters Score -1.07538e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 89233 members 
Entering Unmasked Estep 
Score: -10754332.000000 Penalty: 3444.571289
	Iteration 35Q: 3 clusters Score -1.075433e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 90580 members 
Entering Unmasked Estep 
Score: -10754885.000000 Penalty: 3444.571289
	Iteration 36Q: 3 clusters Score -1.075488e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 91900 members 
Entering Unmasked Estep 
Score: -10755338.000000 Penalty: 3444.571289
	Iteration 37Q: 3 clusters Score -1.075534e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 93150 members 
Entering Unmasked Estep 
Score: -10755749.000000 Penalty: 3444.571289
	Iteration 38Q: 3 clusters Score -1.075575e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 94311 members 
Entering Unmasked Estep 
Score: -10756127.000000 Penalty: 3444.571289
	Iteration 39Q: 3 clusters Score -1.075613e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 95469 members 
Entering Unmasked Estep 
Score: -10756646.000000 Penalty: 3444.571289
	Iteration 40F: 3 clusters Score -1.075665e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 96577 members 
Entering Unmasked Estep 
Score: -10757092.000000 Penalty: 3444.571289
	Iteration 41Q: 3 clusters Score -1.075709e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 97570 members 
Entering Unmasked Estep 
Score: -10757450.000000 Penalty: 3444.571289
	Iteration 42Q: 3 clusters Score -1.075745e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 98504 members 
Entering Unmasked Estep 
Score: -10757792.000000 Penalty: 3444.571289
	Iteration 43Q: 3 clusters Score -1.075779e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 99400 members 
Entering Unmasked Estep 
Score: -10758216.000000 Penalty: 3444.571289
	Iteration 44Q: 3 clusters Score -1.075822e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 100225 members 
Entering Unmasked Estep 
Score: -10758596.000000 Penalty: 3444.571289
	Iteration 45Q: 3 clusters Score -1.07586e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 100926 members 
Entering Unmasked Estep 
Score: -10758859.000000 Penalty: 3444.571289
	Iteration 46Q: 3 clusters Score -1.075886e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 101566 members 
Entering Unmasked Estep 
Score: -10759137.000000 Penalty: 3444.571289
	Iteration 47Q: 3 clusters Score -1.075914e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 102116 members 
Entering Unmasked Estep 
Score: -10759375.000000 Penalty: 3444.571289
	Iteration 48Q: 3 clusters Score -1.075938e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 102556 members 
Entering Unmasked Estep 
Score: -10759519.000000 Penalty: 3444.571289
	Iteration 49Q: 3 clusters Score -1.075952e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 102934 members 
Entering Unmasked Estep 
Score: -10759683.000000 Penalty: 3444.571289
	Iteration 50Q: 3 clusters Score -1.075968e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 103237 members 
Entering Unmasked Estep 
Score: -10759785.000000 Penalty: 3444.571289
	Iteration 51Q: 3 clusters Score -1.075978e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 103495 members 
Entering Unmasked Estep 
Score: -10759878.000000 Penalty: 3444.571289
	Iteration 52Q: 3 clusters Score -1.075988e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 103722 members 
Entering Unmasked Estep 
Score: -10759966.000000 Penalty: 3444.571289
	Iteration 53Q: 3 clusters Score -1.075997e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 103911 members 
Entering Unmasked Estep 
Score: -10760035.000000 Penalty: 3444.571289
	Iteration 54Q: 3 clusters Score -1.076004e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 104062 members 
Entering Unmasked Estep 
Score: -10760094.000000 Penalty: 3444.571289
	Iteration 55Q: 3 clusters Score -1.076009e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 104199 members 
Entering Unmasked Estep 
Score: -10760119.000000 Penalty: 3444.571289
	Iteration 56Q: 3 clusters Score -1.076012e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 104318 members 
Entering Unmasked Estep 
Score: -10760186.000000 Penalty: 3444.571289
	Iteration 57Q: 3 clusters Score -1.076019e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 104401 members 
Entering Unmasked Estep 
Score: -10760257.000000 Penalty: 3444.571289
	Iteration 58Q: 3 clusters Score -1.076026e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 104475 members 
Entering Unmasked Estep 
Score: -10760286.000000 Penalty: 3444.571289
	Iteration 59Q: 3 clusters Score -1.076029e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 104544 members 
Entering Unmasked Estep 
Score: -10760295.000000 Penalty: 3444.571289
	Iteration 60F: 3 clusters Score -1.07603e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 104604 members 
Entering Unmasked Estep 
Score: -10760331.000000 Penalty: 3444.571289
	Iteration 61Q: 3 clusters Score -1.076033e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 104658 members 
Entering Unmasked Estep 
Score: -10760354.000000 Penalty: 3444.571289
	Iteration 62Q: 3 clusters Score -1.076035e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 104695 members 
Entering Unmasked Estep 
Score: -10760362.000000 Penalty: 3444.571289
	Iteration 63Q: 3 clusters Score -1.076036e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 104748 members 
Entering Unmasked Estep 
Score: -10760393.000000 Penalty: 3444.571289
	Iteration 64Q: 3 clusters Score -1.076039e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 104796 members 
Entering Unmasked Estep 
Score: -10760399.000000 Penalty: 3444.571289
	Iteration 65Q: 3 clusters Score -1.07604e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 104834 members 
Entering Unmasked Estep 
Score: -10760401.000000 Penalty: 3444.571289
	Iteration 66Q: 3 clusters Score -1.07604e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 104867 members 
Entering Unmasked Estep 
Score: -10760429.000000 Penalty: 3444.571289
	Iteration 67Q: 3 clusters Score -1.076043e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 104915 members 
Entering Unmasked Estep 
Score: -10760456.000000 Penalty: 3444.571289
	Iteration 68Q: 3 clusters Score -1.076046e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 104950 members 
Entering Unmasked Estep 
Score: -10760472.000000 Penalty: 3444.571289
	Iteration 69Q: 3 clusters Score -1.076047e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 104981 members 
Entering Unmasked Estep 
Score: -10760482.000000 Penalty: 3444.571289
	Iteration 70Q: 3 clusters Score -1.076048e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 105009 members 
Entering Unmasked Estep 
Score: -10760490.000000 Penalty: 3444.571289
	Iteration 71Q: 3 clusters Score -1.076049e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 105037 members 
Entering Unmasked Estep 
Score: -10760519.000000 Penalty: 3444.571289
	Iteration 72Q: 3 clusters Score -1.076052e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 105057 members 
Entering Unmasked Estep 
Score: -10760527.000000 Penalty: 3444.571289
	Iteration 73Q: 3 clusters Score -1.076053e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 105077 members 
Entering Unmasked Estep 
Score: -10760537.000000 Penalty: 3444.571289
	Iteration 74Q: 3 clusters Score -1.076054e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 105095 members 
Entering Unmasked Estep 
Score: -10760537.000000 Penalty: 3444.571289
	Iteration 75Q: 3 clusters Score -1.076054e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 105107 members 
Entering Unmasked Estep 
Score: -10760530.000000 Penalty: 3444.571289
	Iteration 76Q: 3 clusters Score -1.076053e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 105118 members 
Entering Unmasked Estep 
Score: -10760534.000000 Penalty: 3444.571289
	Iteration 77Q: 3 clusters Score -1.076053e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 105128 members 
Entering Unmasked Estep 
Score: -10760532.000000 Penalty: 3444.571289
	Iteration 78Q: 3 clusters Score -1.076053e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 105130 members 
Entering Unmasked Estep 
Score: -10760536.000000 Penalty: 3444.571289
	Iteration 79Q: 3 clusters Score -1.076054e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 105141 members 
Entering Unmasked Estep 
Score: -10760546.000000 Penalty: 3444.571289
	Iteration 80F: 3 clusters Score -1.076055e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 105149 members 
Entering Unmasked Estep 
Score: -10760549.000000 Penalty: 3444.571289
	Iteration 81Q: 3 clusters Score -1.076055e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 105156 members 
Entering Unmasked Estep 
Score: -10760551.000000 Penalty: 3444.571289
	Iteration 82Q: 3 clusters Score -1.076055e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 105159 members 
Entering Unmasked Estep 
Score: -10760558.000000 Penalty: 3444.571289
	Iteration 83Q: 3 clusters Score -1.076056e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 105161 members 
Entering Unmasked Estep 
Score: -10760555.000000 Penalty: 3444.571289
	Iteration 84Q: 3 clusters Score -1.076056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 105162 members 
Entering Unmasked Estep 
Score: -10760556.000000 Penalty: 3444.571289
	Iteration 85Q: 3 clusters Score -1.076056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 105163 members 
Entering Unmasked Estep 
Score: -10760554.000000 Penalty: 3444.571289
	Iteration 86Q: 3 clusters Score -1.076055e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 105164 members 
Entering Unmasked Estep 
Score: -10760553.000000 Penalty: 3444.571289
	Iteration 87Q: 3 clusters Score -1.076055e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 105167 members 
Entering Unmasked Estep 
Score: -10760561.000000 Penalty: 3444.571289
	Iteration 88Q: 3 clusters Score -1.076056e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 105171 members 
Entering Unmasked Estep 
Score: -10760562.000000 Penalty: 3444.571289
	Iteration 89Q: 3 clusters Score -1.076056e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 105173 members 
Entering Unmasked Estep 
Score: -10760559.000000 Penalty: 3444.571289
	Iteration 90Q: 3 clusters Score -1.076056e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 105178 members 
Entering Unmasked Estep 
Score: -10760562.000000 Penalty: 3444.571289
	Iteration 91Q: 3 clusters Score -1.076056e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 105182 members 
Entering Unmasked Estep 
Score: -10760569.000000 Penalty: 3444.571289
	Iteration 92Q: 3 clusters Score -1.076057e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 105182 members 
Entering Unmasked Estep 
Score: -10760564.000000 Penalty: 3444.571289
	Iteration 93Q: 3 clusters Score -1.076056e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 105183 members 
Entering Unmasked Estep 
Score: -10760562.000000 Penalty: 3444.571289
	Iteration 94Q: 3 clusters Score -1.076056e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 105186 members 
Entering Unmasked Estep 
Score: -10760559.000000 Penalty: 3444.571289
	Iteration 95Q: 3 clusters Score -1.076056e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 105189 members 
Entering Unmasked Estep 
Score: -10760568.000000 Penalty: 3444.571289
	Iteration 96Q: 3 clusters Score -1.076057e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 105196 members 
Entering Unmasked Estep 
Score: -10760575.000000 Penalty: 3444.571289
	Iteration 97Q: 3 clusters Score -1.076058e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 105201 members 
Entering Unmasked Estep 
Score: -10760581.000000 Penalty: 3444.571289
	Iteration 98Q: 3 clusters Score -1.076058e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 105205 members 
Entering Unmasked Estep 
Score: -10760581.000000 Penalty: 3444.571289
	Iteration 99Q: 3 clusters Score -1.076058e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 105207 members 
Entering Unmasked Estep 
Score: -10760587.000000 Penalty: 3444.571289
	Iteration 100F: 3 clusters Score -1.076059e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 105209 members 
Entering Unmasked Estep 
Score: -10760582.000000 Penalty: 3444.571289
	Iteration 101Q: 3 clusters Score -1.076058e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 105211 members 
Entering Unmasked Estep 
Score: -10760580.000000 Penalty: 3444.571289
	Iteration 102Q: 3 clusters Score -1.076058e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 105217 members 
Entering Unmasked Estep 
Score: -10760581.000000 Penalty: 3444.571289
	Iteration 103Q: 3 clusters Score -1.076058e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 105222 members 
Entering Unmasked Estep 
Score: -10760581.000000 Penalty: 3444.571289
	Iteration 104Q: 3 clusters Score -1.076058e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 105227 members 
Entering Unmasked Estep 
Score: -10760586.000000 Penalty: 3444.571289
	Iteration 105Q: 3 clusters Score -1.076059e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 105229 members 
Entering Unmasked Estep 
Score: -10760588.000000 Penalty: 3444.571289
	Iteration 106Q: 3 clusters Score -1.076059e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 105231 members 
Entering Unmasked Estep 
Score: -10760591.000000 Penalty: 3444.571289
	Iteration 107Q: 3 clusters Score -1.076059e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 105232 members 
Entering Unmasked Estep 
Score: -10760587.000000 Penalty: 3444.571289
	Iteration 108Q: 3 clusters Score -1.076059e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 105233 members 
Entering Unmasked Estep 
Score: -10760588.000000 Penalty: 3444.571289
	Iteration 109Q: 3 clusters Score -1.076059e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 105235 members 
Entering Unmasked Estep 
Score: -10760589.000000 Penalty: 3444.571289
	Iteration 110Q: 3 clusters Score -1.076059e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 105235 members 
Entering Unmasked Estep 
Score: -10760589.000000 Penalty: 3444.571289
	Iteration 111F: 3 clusters Score -1.076059e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Entering Unmasked Estep 
Score: -2039649.375000 Penalty: 1470.761719
	Iteration 0F: 2 clusters Score -2039649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -2026848.625000 Penalty: 2941.523438
	Iteration 0F: 3 clusters Score -2026849 nChanged 8581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -2031487.750000 Penalty: 2941.523438
	Iteration 1F: 3 clusters Score -2031488 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -2031932.125000 Penalty: 2941.523438
	Iteration 2F: 3 clusters Score -2031932 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -2032279.375000 Penalty: 2941.523438
	Iteration 3Q: 3 clusters Score -2032279 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -2032603.750000 Penalty: 2941.523438
	Iteration 4Q: 3 clusters Score -2032604 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -2032945.500000 Penalty: 2941.523438
	Iteration 5Q: 3 clusters Score -2032946 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -2033328.250000 Penalty: 2941.523438
	Iteration 6Q: 3 clusters Score -2033328 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -2033820.125000 Penalty: 2941.523438
	Iteration 7Q: 3 clusters Score -2033820 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -2034473.375000 Penalty: 2941.523438
	Iteration 8F: 3 clusters Score -2034473 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -2035340.500000 Penalty: 2941.523438
	Iteration 9F: 3 clusters Score -2035340 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -2036205.625000 Penalty: 2941.523438
	Iteration 10F: 3 clusters Score -2036206 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -2036952.000000 Penalty: 2941.523438
	Iteration 11Q: 3 clusters Score -2036952 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -2037509.750000 Penalty: 2941.523438
	Iteration 12Q: 3 clusters Score -2037510 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -2037904.250000 Penalty: 2941.523438
	Iteration 13Q: 3 clusters Score -2037904 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -2038106.250000 Penalty: 2941.523438
	Iteration 14Q: 3 clusters Score -2038106 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -2038229.625000 Penalty: 2941.523438
	Iteration 15Q: 3 clusters Score -2038230 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -2038313.250000 Penalty: 2941.523438
	Iteration 16Q: 3 clusters Score -2038313 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -2038360.250000 Penalty: 2941.523438
	Iteration 17Q: 3 clusters Score -2038360 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -2038391.375000 Penalty: 2941.523438
	Iteration 18Q: 3 clusters Score -2038391 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -2038416.500000 Penalty: 2941.523438
	Iteration 19Q: 3 clusters Score -2038416 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -2038428.625000 Penalty: 2941.523438
	Iteration 20F: 3 clusters Score -2038429 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -2038446.125000 Penalty: 2941.523438
	Iteration 21Q: 3 clusters Score -2038446 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -2038467.875000 Penalty: 2941.523438
	Iteration 22Q: 3 clusters Score -2038468 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -2038486.875000 Penalty: 2941.523438
	Iteration 23Q: 3 clusters Score -2038487 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -2038497.500000 Penalty: 2941.523438
	Iteration 24Q: 3 clusters Score -2038498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -2038506.875000 Penalty: 2941.523438
	Iteration 25Q: 3 clusters Score -2038507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -2038514.250000 Penalty: 2941.523438
	Iteration 26Q: 3 clusters Score -2038514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -2038517.125000 Penalty: 2941.523438
	Iteration 27Q: 3 clusters Score -2038517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -2038520.250000 Penalty: 2941.523438
	Iteration 28Q: 3 clusters Score -2038520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -2038520.500000 Penalty: 2941.523438
	Iteration 29Q: 3 clusters Score -2038520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -2038521.250000 Penalty: 2941.523438
	Iteration 30Q: 3 clusters Score -2038521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -2038523.500000 Penalty: 2941.523438
	Iteration 31Q: 3 clusters Score -2038524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -2038524.000000 Penalty: 2941.523438
	Iteration 32Q: 3 clusters Score -2038524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -2038524.000000 Penalty: 2941.523438
	Iteration 33F: 3 clusters Score -2038524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (36684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36684 members 
Entering Unmasked Estep 
Score: -3809895.500000 Penalty: 1563.902222
	Iteration 0F: 2 clusters Score -3809896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -3785795.500000 Penalty: 3127.804443
	Iteration 0F: 3 clusters Score -3785796 nChanged 16870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -3795022.250000 Penalty: 3127.804443
	Iteration 1F: 3 clusters Score -3795022 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -3795524.000000 Penalty: 3127.804443
	Iteration 2Q: 3 clusters Score -3795524 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -3795995.250000 Penalty: 3127.804443
	Iteration 3Q: 3 clusters Score -3795995 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -3796398.750000 Penalty: 3127.804443
	Iteration 4Q: 3 clusters Score -3796399 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -3796810.000000 Penalty: 3127.804443
	Iteration 5Q: 3 clusters Score -3796810 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -3797251.250000 Penalty: 3127.804443
	Iteration 6Q: 3 clusters Score -3797251 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -3797719.250000 Penalty: 3127.804443
	Iteration 7Q: 3 clusters Score -3797719 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -3798259.500000 Penalty: 3127.804443
	Iteration 8Q: 3 clusters Score -3798260 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -3798884.000000 Penalty: 3127.804443
	Iteration 9Q: 3 clusters Score -3798884 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -3799702.000000 Penalty: 3127.804443
	Iteration 10Q: 3 clusters Score -3799702 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -3800663.750000 Penalty: 3127.804443
	Iteration 11Q: 3 clusters Score -3800664 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 26241 members 
Entering Unmasked Estep 
Score: -3801680.500000 Penalty: 3127.804443
	Iteration 12Q: 3 clusters Score -3801680 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -3802735.750000 Penalty: 3127.804443
	Iteration 13Q: 3 clusters Score -3802736 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 29064 members 
Entering Unmasked Estep 
Score: -3803726.250000 Penalty: 3127.804443
	Iteration 14Q: 3 clusters Score -3803726 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 30327 members 
Entering Unmasked Estep 
Score: -3804625.750000 Penalty: 3127.804443
	Iteration 15Q: 3 clusters Score -3804626 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 31452 members 
Entering Unmasked Estep 
Score: -3805451.500000 Penalty: 3127.804443
	Iteration 16Q: 3 clusters Score -3805452 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 32464 members 
Entering Unmasked Estep 
Score: -3806169.500000 Penalty: 3127.804443
	Iteration 17Q: 3 clusters Score -3806170 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 33330 members 
Entering Unmasked Estep 
Score: -3806759.250000 Penalty: 3127.804443
	Iteration 18Q: 3 clusters Score -3806759 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 34034 members 
Entering Unmasked Estep 
Score: -3807302.750000 Penalty: 3127.804443
	Iteration 19Q: 3 clusters Score -3807303 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 34604 members 
Entering Unmasked Estep 
Score: -3807728.000000 Penalty: 3127.804443
	Iteration 20F: 3 clusters Score -3807728 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 34994 members 
Entering Unmasked Estep 
Score: -3808036.000000 Penalty: 3127.804443
	Iteration 21Q: 3 clusters Score -3808036 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 35270 members 
Entering Unmasked Estep 
Score: -3808257.000000 Penalty: 3127.804443
	Iteration 22Q: 3 clusters Score -3808257 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 35448 members 
Entering Unmasked Estep 
Score: -3808426.000000 Penalty: 3127.804443
	Iteration 23Q: 3 clusters Score -3808426 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 35559 members 
Entering Unmasked Estep 
Score: -3808542.500000 Penalty: 3127.804443
	Iteration 24Q: 3 clusters Score -3808542 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 35632 members 
Entering Unmasked Estep 
Score: -3808615.250000 Penalty: 3127.804443
	Iteration 25Q: 3 clusters Score -3808615 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 35684 members 
Entering Unmasked Estep 
Score: -3808672.000000 Penalty: 3127.804443
	Iteration 26Q: 3 clusters Score -3808672 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 35717 members 
Entering Unmasked Estep 
Score: -3808722.500000 Penalty: 3127.804443
	Iteration 27Q: 3 clusters Score -3808722 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 35734 members 
Entering Unmasked Estep 
Score: -3808758.250000 Penalty: 3127.804443
	Iteration 28Q: 3 clusters Score -3808758 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 35741 members 
Entering Unmasked Estep 
Score: -3808789.250000 Penalty: 3127.804443
	Iteration 29Q: 3 clusters Score -3808789 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 35747 members 
Entering Unmasked Estep 
Score: -3808819.500000 Penalty: 3127.804443
	Iteration 30Q: 3 clusters Score -3808820 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 35752 members 
Entering Unmasked Estep 
Score: -3808833.750000 Penalty: 3127.804443
	Iteration 31Q: 3 clusters Score -3808834 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 35760 members 
Entering Unmasked Estep 
Score: -3808857.750000 Penalty: 3127.804443
	Iteration 32Q: 3 clusters Score -3808858 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 35763 members 
Entering Unmasked Estep 
Score: -3808874.750000 Penalty: 3127.804443
	Iteration 33Q: 3 clusters Score -3808875 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 35767 members 
Entering Unmasked Estep 
Score: -3808895.750000 Penalty: 3127.804443
	Iteration 34Q: 3 clusters Score -3808896 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 35760 members 
Entering Unmasked Estep 
Score: -3808901.750000 Penalty: 3127.804443
	Iteration 35Q: 3 clusters Score -3808902 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 35762 members 
Entering Unmasked Estep 
Score: -3808915.250000 Penalty: 3127.804443
	Iteration 36Q: 3 clusters Score -3808915 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 35770 members 
Entering Unmasked Estep 
Score: -3808924.000000 Penalty: 3127.804443
	Iteration 37Q: 3 clusters Score -3808924 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 35763 members 
Entering Unmasked Estep 
Score: -3808940.500000 Penalty: 3127.804443
	Iteration 38Q: 3 clusters Score -3808940 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 35764 members 
Entering Unmasked Estep 
Score: -3808951.750000 Penalty: 3127.804443
	Iteration 39Q: 3 clusters Score -3808952 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 35760 members 
Entering Unmasked Estep 
Score: -3808969.750000 Penalty: 3127.804443
	Iteration 40F: 3 clusters Score -3808970 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 35750 members 
Entering Unmasked Estep 
Score: -3808987.000000 Penalty: 3127.804443
	Iteration 41Q: 3 clusters Score -3808987 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 35737 members 
Entering Unmasked Estep 
Score: -3809006.500000 Penalty: 3127.804443
	Iteration 42Q: 3 clusters Score -3809006 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 35731 members 
Entering Unmasked Estep 
Score: -3809022.000000 Penalty: 3127.804443
	Iteration 43Q: 3 clusters Score -3809022 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 35728 members 
Entering Unmasked Estep 
Score: -3809033.750000 Penalty: 3127.804443
	Iteration 44Q: 3 clusters Score -3809034 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 35710 members 
Entering Unmasked Estep 
Score: -3809048.750000 Penalty: 3127.804443
	Iteration 45Q: 3 clusters Score -3809049 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 35706 members 
Entering Unmasked Estep 
Score: -3809065.000000 Penalty: 3127.804443
	Iteration 46Q: 3 clusters Score -3809065 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 35693 members 
Entering Unmasked Estep 
Score: -3809066.250000 Penalty: 3127.804443
	Iteration 47Q: 3 clusters Score -3809066 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 35685 members 
Entering Unmasked Estep 
Score: -3809090.000000 Penalty: 3127.804443
	Iteration 48Q: 3 clusters Score -3809090 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 35671 members 
Entering Unmasked Estep 
Score: -3809099.750000 Penalty: 3127.804443
	Iteration 49Q: 3 clusters Score -3809100 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 35666 members 
Entering Unmasked Estep 
Score: -3809106.250000 Penalty: 3127.804443
	Iteration 50Q: 3 clusters Score -3809106 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 35655 members 
Entering Unmasked Estep 
Score: -3809116.500000 Penalty: 3127.804443
	Iteration 51Q: 3 clusters Score -3809116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 35641 members 
Entering Unmasked Estep 
Score: -3809124.500000 Penalty: 3127.804443
	Iteration 52Q: 3 clusters Score -3809124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 35635 members 
Entering Unmasked Estep 
Score: -3809122.250000 Penalty: 3127.804443
	Iteration 53Q: 3 clusters Score -3809122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 35630 members 
Entering Unmasked Estep 
Score: -3809132.000000 Penalty: 3127.804443
	Iteration 54Q: 3 clusters Score -3809132 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 35620 members 
Entering Unmasked Estep 
Score: -3809144.750000 Penalty: 3127.804443
	Iteration 55Q: 3 clusters Score -3809145 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 35612 members 
Entering Unmasked Estep 
Score: -3809154.750000 Penalty: 3127.804443
	Iteration 56Q: 3 clusters Score -3809155 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 35615 members 
Entering Unmasked Estep 
Score: -3809159.000000 Penalty: 3127.804443
	Iteration 57Q: 3 clusters Score -3809159 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 35608 members 
Entering Unmasked Estep 
Score: -3809162.750000 Penalty: 3127.804443
	Iteration 58Q: 3 clusters Score -3809163 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 35608 members 
Entering Unmasked Estep 
Score: -3809161.750000 Penalty: 3127.804443
	Iteration 59Q: 3 clusters Score -3809162 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 35602 members 
Entering Unmasked Estep 
Score: -3809172.500000 Penalty: 3127.804443
	Iteration 60F: 3 clusters Score -3809172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 35597 members 
Entering Unmasked Estep 
Score: -3809176.000000 Penalty: 3127.804443
	Iteration 61Q: 3 clusters Score -3809176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 35593 members 
Entering Unmasked Estep 
Score: -3809173.500000 Penalty: 3127.804443
	Iteration 62Q: 3 clusters Score -3809174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 35590 members 
Entering Unmasked Estep 
Score: -3809178.750000 Penalty: 3127.804443
	Iteration 63Q: 3 clusters Score -3809179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 35586 members 
Entering Unmasked Estep 
Score: -3809182.500000 Penalty: 3127.804443
	Iteration 64Q: 3 clusters Score -3809182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 35581 members 
Entering Unmasked Estep 
Score: -3809186.750000 Penalty: 3127.804443
	Iteration 65Q: 3 clusters Score -3809187 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 35577 members 
Entering Unmasked Estep 
Score: -3809191.500000 Penalty: 3127.804443
	Iteration 66Q: 3 clusters Score -3809192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 35578 members 
Entering Unmasked Estep 
Score: -3809193.000000 Penalty: 3127.804443
	Iteration 67Q: 3 clusters Score -3809193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 35574 members 
Entering Unmasked Estep 
Score: -3809198.750000 Penalty: 3127.804443
	Iteration 68Q: 3 clusters Score -3809199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 35568 members 
Entering Unmasked Estep 
Score: -3809198.750000 Penalty: 3127.804443
	Iteration 69Q: 3 clusters Score -3809199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 35564 members 
Entering Unmasked Estep 
Score: -3809196.500000 Penalty: 3127.804443
	Iteration 70Q: 3 clusters Score -3809196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 35561 members 
Entering Unmasked Estep 
Score: -3809198.000000 Penalty: 3127.804443
	Iteration 71Q: 3 clusters Score -3809198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 35559 members 
Entering Unmasked Estep 
Score: -3809198.750000 Penalty: 3127.804443
	Iteration 72Q: 3 clusters Score -3809199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 35558 members 
Entering Unmasked Estep 
Score: -3809202.000000 Penalty: 3127.804443
	Iteration 73Q: 3 clusters Score -3809202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 35559 members 
Entering Unmasked Estep 
Score: -3809201.250000 Penalty: 3127.804443
	Iteration 74Q: 3 clusters Score -3809201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 35558 members 
Entering Unmasked Estep 
Score: -3809206.000000 Penalty: 3127.804443
	Iteration 75Q: 3 clusters Score -3809206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 35558 members 
Entering Unmasked Estep 
Score: -3809206.000000 Penalty: 3127.804443
	Iteration 76Q: 3 clusters Score -3809206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 35555 members 
Entering Unmasked Estep 
Score: -3809208.500000 Penalty: 3127.804443
	Iteration 77Q: 3 clusters Score -3809208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 35554 members 
Entering Unmasked Estep 
Score: -3809210.750000 Penalty: 3127.804443
	Iteration 78Q: 3 clusters Score -3809211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 35554 members 
Entering Unmasked Estep 
Score: -3809216.500000 Penalty: 3127.804443
	Iteration 79Q: 3 clusters Score -3809216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 35556 members 
Entering Unmasked Estep 
Score: -3809214.500000 Penalty: 3127.804443
	Iteration 80F: 3 clusters Score -3809214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 35560 members 
Entering Unmasked Estep 
Score: -3809218.500000 Penalty: 3127.804443
	Iteration 81Q: 3 clusters Score -3809218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 35554 members 
Entering Unmasked Estep 
Score: -3809224.000000 Penalty: 3127.804443
	Iteration 82Q: 3 clusters Score -3809224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 35553 members 
Entering Unmasked Estep 
Score: -3809221.750000 Penalty: 3127.804443
	Iteration 83Q: 3 clusters Score -3809222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 35555 members 
Entering Unmasked Estep 
Score: -3809222.000000 Penalty: 3127.804443
	Iteration 84Q: 3 clusters Score -3809222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 35554 members 
Entering Unmasked Estep 
Score: -3809222.750000 Penalty: 3127.804443
	Iteration 85Q: 3 clusters Score -3809223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 35554 members 
Entering Unmasked Estep 
Score: -3809218.000000 Penalty: 3127.804443
	Iteration 86Q: 3 clusters Score -3809218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 35555 members 
Entering Unmasked Estep 
Score: -3809215.500000 Penalty: 3127.804443
	Iteration 87Q: 3 clusters Score -3809216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 35556 members 
Entering Unmasked Estep 
Score: -3809215.000000 Penalty: 3127.804443
	Iteration 88Q: 3 clusters Score -3809215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 35558 members 
Entering Unmasked Estep 
Score: -3809217.750000 Penalty: 3127.804443
	Iteration 89Q: 3 clusters Score -3809218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 35558 members 
Entering Unmasked Estep 
Score: -3809223.250000 Penalty: 3127.804443
	Iteration 90Q: 3 clusters Score -3809223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 35559 members 
Entering Unmasked Estep 
Score: -3809220.750000 Penalty: 3127.804443
	Iteration 91Q: 3 clusters Score -3809221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 35563 members 
Entering Unmasked Estep 
Score: -3809225.000000 Penalty: 3127.804443
	Iteration 92Q: 3 clusters Score -3809225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 35565 members 
Entering Unmasked Estep 
Score: -3809225.000000 Penalty: 3127.804443
	Iteration 93Q: 3 clusters Score -3809225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 35567 members 
Entering Unmasked Estep 
Score: -3809231.000000 Penalty: 3127.804443
	Iteration 94Q: 3 clusters Score -3809231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 35570 members 
Entering Unmasked Estep 
Score: -3809236.500000 Penalty: 3127.804443
	Iteration 95Q: 3 clusters Score -3809236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 35569 members 
Entering Unmasked Estep 
Score: -3809234.750000 Penalty: 3127.804443
	Iteration 96Q: 3 clusters Score -3809235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 35567 members 
Entering Unmasked Estep 
Score: -3809234.250000 Penalty: 3127.804443
	Iteration 97Q: 3 clusters Score -3809234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 35564 members 
Entering Unmasked Estep 
Score: -3809234.250000 Penalty: 3127.804443
	Iteration 98Q: 3 clusters Score -3809234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 35564 members 
Entering Unmasked Estep 
Score: -3809237.750000 Penalty: 3127.804443
	Iteration 99Q: 3 clusters Score -3809238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 35567 members 
Entering Unmasked Estep 
Score: -3809236.500000 Penalty: 3127.804443
	Iteration 100F: 3 clusters Score -3809236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 35567 members 
Entering Unmasked Estep 
Score: -3809240.500000 Penalty: 3127.804443
	Iteration 101Q: 3 clusters Score -3809240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 35568 members 
Entering Unmasked Estep 
Score: -3809246.250000 Penalty: 3127.804443
	Iteration 102Q: 3 clusters Score -3809246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 35566 members 
Entering Unmasked Estep 
Score: -3809250.000000 Penalty: 3127.804443
	Iteration 103Q: 3 clusters Score -3809250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 35565 members 
Entering Unmasked Estep 
Score: -3809253.250000 Penalty: 3127.804443
	Iteration 104Q: 3 clusters Score -3809253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 35566 members 
Entering Unmasked Estep 
Score: -3809250.750000 Penalty: 3127.804443
	Iteration 105Q: 3 clusters Score -3809251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 35566 members 
Entering Unmasked Estep 
Score: -3809250.750000 Penalty: 3127.804443
	Iteration 106F: 3 clusters Score -3809251 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (66730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66730 members 
Entering Unmasked Estep 
Score: -6864251.000000 Penalty: 1652.931396
	Iteration 0F: 2 clusters Score -6864251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33342 members 
Mstep: Class 2 contains 33388 members 
Entering Unmasked Estep 
Score: -6820630.000000 Penalty: 3305.862793
	Iteration 0F: 3 clusters Score -6820630 nChanged 31160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33050 members 
Mstep: Class 2 contains 33680 members 
Entering Unmasked Estep 
Score: -6838784.000000 Penalty: 3305.862793
	Iteration 1F: 3 clusters Score -6838784 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32857 members 
Mstep: Class 2 contains 33873 members 
Entering Unmasked Estep 
Score: -6839552.000000 Penalty: 3305.862793
	Iteration 2Q: 3 clusters Score -6839552 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32497 members 
Mstep: Class 2 contains 34233 members 
Entering Unmasked Estep 
Score: -6840383.000000 Penalty: 3305.862793
	Iteration 3Q: 3 clusters Score -6840383 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32049 members 
Mstep: Class 2 contains 34681 members 
Entering Unmasked Estep 
Score: -6841320.000000 Penalty: 3305.862793
	Iteration 4Q: 3 clusters Score -6841320 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31490 members 
Mstep: Class 2 contains 35240 members 
Entering Unmasked Estep 
Score: -6842378.000000 Penalty: 3305.862793
	Iteration 5Q: 3 clusters Score -6842378 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30782 members 
Mstep: Class 2 contains 35948 members 
Entering Unmasked Estep 
Score: -6843724.000000 Penalty: 3305.862793
	Iteration 6Q: 3 clusters Score -6843724 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29883 members 
Mstep: Class 2 contains 36847 members 
Entering Unmasked Estep 
Score: -6845253.000000 Penalty: 3305.862793
	Iteration 7Q: 3 clusters Score -6845253 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28918 members 
Mstep: Class 2 contains 37812 members 
Entering Unmasked Estep 
Score: -6847003.000000 Penalty: 3305.862793
	Iteration 8Q: 3 clusters Score -6847003 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27937 members 
Mstep: Class 2 contains 38793 members 
Entering Unmasked Estep 
Score: -6848906.500000 Penalty: 3305.862793
	Iteration 9Q: 3 clusters Score -6848906 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27003 members 
Mstep: Class 2 contains 39727 members 
Entering Unmasked Estep 
Score: -6850645.000000 Penalty: 3305.862793
	Iteration 10Q: 3 clusters Score -6850645 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26122 members 
Mstep: Class 2 contains 40608 members 
Entering Unmasked Estep 
Score: -6852151.500000 Penalty: 3305.862793
	Iteration 11Q: 3 clusters Score -6852152 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25376 members 
Mstep: Class 2 contains 41354 members 
Entering Unmasked Estep 
Score: -6853210.000000 Penalty: 3305.862793
	Iteration 12Q: 3 clusters Score -6853210 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 41945 members 
Entering Unmasked Estep 
Score: -6853830.500000 Penalty: 3305.862793
	Iteration 13Q: 3 clusters Score -6853830 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24206 members 
Mstep: Class 2 contains 42524 members 
Entering Unmasked Estep 
Score: -6854272.000000 Penalty: 3305.862793
	Iteration 14Q: 3 clusters Score -6854272 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 43071 members 
Entering Unmasked Estep 
Score: -6854529.500000 Penalty: 3305.862793
	Iteration 15Q: 3 clusters Score -6854530 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 43579 members 
Entering Unmasked Estep 
Score: -6854694.000000 Penalty: 3305.862793
	Iteration 16Q: 3 clusters Score -6854694 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 44058 members 
Entering Unmasked Estep 
Score: -6854861.500000 Penalty: 3305.862793
	Iteration 17Q: 3 clusters Score -6854862 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 44503 members 
Entering Unmasked Estep 
Score: -6855000.500000 Penalty: 3305.862793
	Iteration 18Q: 3 clusters Score -6855000 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 44963 members 
Entering Unmasked Estep 
Score: -6855188.000000 Penalty: 3305.862793
	Iteration 19Q: 3 clusters Score -6855188 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 45418 members 
Entering Unmasked Estep 
Score: -6855307.500000 Penalty: 3305.862793
	Iteration 20F: 3 clusters Score -6855308 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 45898 members 
Entering Unmasked Estep 
Score: -6855542.000000 Penalty: 3305.862793
	Iteration 21Q: 3 clusters Score -6855542 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 46387 members 
Entering Unmasked Estep 
Score: -6855792.500000 Penalty: 3305.862793
	Iteration 22Q: 3 clusters Score -6855792 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 46895 members 
Entering Unmasked Estep 
Score: -6856096.500000 Penalty: 3305.862793
	Iteration 23Q: 3 clusters Score -6856096 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 47438 members 
Entering Unmasked Estep 
Score: -6856415.500000 Penalty: 3305.862793
	Iteration 24Q: 3 clusters Score -6856416 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 47979 members 
Entering Unmasked Estep 
Score: -6856756.000000 Penalty: 3305.862793
	Iteration 25Q: 3 clusters Score -6856756 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 48511 members 
Entering Unmasked Estep 
Score: -6857187.500000 Penalty: 3305.862793
	Iteration 26Q: 3 clusters Score -6857188 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 49098 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6857647 nChanged 1103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 49729 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6858092 nChanged 1068
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 50387 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6858560 nChanged 1011
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 50976 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6858940 nChanged 960
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Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 51556 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6859298 nChanged 940
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 52128 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6859654 nChanged 881
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Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 52677 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6859958 nChanged 784
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Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 53203 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6860246 nChanged 729
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Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 53708 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6860508 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 54188 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6860758 nChanged 622
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Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 54652 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6860946 nChanged 596
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Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 55098 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6861139 nChanged 579
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Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 55547 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6861278 nChanged 491
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Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 55946 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6861498 nChanged 534
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Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 56220 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6861676 nChanged 490
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Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 56494 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6861791 nChanged 416
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Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 56728 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6861884 nChanged 389
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Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 56983 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6861974 nChanged 326
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Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 57215 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6862038 nChanged 300
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Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 57431 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6862080 nChanged 285
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Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 57664 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6862140 nChanged 239
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Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 57869 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6862180 nChanged 213
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Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 58060 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6862204 nChanged 213
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Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 58249 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6862262 nChanged 227
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Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 58448 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6862312 nChanged 224
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Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 58644 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6862362 nChanged 208
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Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 58830 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6862398 nChanged 185
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Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 59001 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6862414 nChanged 181
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Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 59166 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6862443 nChanged 183
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Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 59337 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6862450 nChanged 168
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Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 59489 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6862458 nChanged 168
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Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 59647 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6862484 nChanged 168
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Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 59797 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6862492 nChanged 151
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Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 59940 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6862518 nChanged 115
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Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 60051 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6862528 nChanged 109
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Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 60156 members 
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	Iteration 62Q: 3 clusters Score -6862550 nChanged 102
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Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 60256 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6862572 nChanged 108
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Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 60360 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6862590 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 60467 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6862598 nChanged 114
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Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 60581 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6862610 nChanged 125
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Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 60704 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6862642 nChanged 137
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Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 60841 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6862651 nChanged 139
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Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 60978 members 
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	Iteration 69Q: 3 clusters Score -6862689 nChanged 144
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6862710 nChanged 130
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Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 61244 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6862742 nChanged 109
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Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 61351 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6862752 nChanged 117
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6862782 nChanged 125
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Mstep: Class 1 contains 5145 members 
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	Iteration 74Q: 3 clusters Score -6862810 nChanged 124
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Mstep: Class 1 contains 5021 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6862856 nChanged 97
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Mstep: Class 1 contains 4924 members 
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	Iteration 76Q: 3 clusters Score -6862858 nChanged 85
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Mstep: Class 1 contains 4839 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6862880 nChanged 84
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Mstep: Class 1 contains 4755 members 
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	Iteration 78Q: 3 clusters Score -6862890 nChanged 87
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Mstep: Class 1 contains 4670 members 
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	Iteration 79Q: 3 clusters Score -6862906 nChanged 74
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Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 62134 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6862914 nChanged 78
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Mstep: Class 1 contains 4522 members 
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	Iteration 81Q: 3 clusters Score -6862934 nChanged 80
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Mstep: Class 1 contains 4442 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6862934 nChanged 84
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Mstep: Class 1 contains 4360 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6862953 nChanged 99
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Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 62467 members 
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	Iteration 84Q: 3 clusters Score -6862968 nChanged 94
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Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 62561 members 
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	Iteration 85Q: 3 clusters Score -6862986 nChanged 85
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Mstep: Class 1 contains 4088 members 
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	Iteration 86Q: 3 clusters Score -6862988 nChanged 78
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Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 62718 members 
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	Iteration 87Q: 3 clusters Score -6863001 nChanged 83
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Mstep: Class 1 contains 3931 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6863030 nChanged 89
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Mstep: Class 1 contains 3844 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6863049 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3764 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6863073 nChanged 98
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Mstep: Class 1 contains 3670 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6863084 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 63171 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6863109 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 63279 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6863149 nChanged 134
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Mstep: Class 1 contains 3331 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6863195 nChanged 98
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Mstep: Class 1 contains 3241 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6863238 nChanged 85
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Mstep: Class 1 contains 3164 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6863252 nChanged 97
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Mstep: Class 1 contains 3075 members 
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	Iteration 97Q: 3 clusters Score -6863278 nChanged 98
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Mstep: Class 1 contains 2991 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6863320 nChanged 91
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	Iteration 99Q: 3 clusters Score -6863348 nChanged 95
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Mstep: Class 1 contains 2827 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -6863362 nChanged 78
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Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 63967 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6863378 nChanged 67
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Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 64024 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6863385 nChanged 68
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6863411 nChanged 55
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Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 64137 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6863430 nChanged 69
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Mstep: Class 1 contains 2530 members 
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	Iteration 105Q: 3 clusters Score -6863442 nChanged 57
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	Iteration 106Q: 3 clusters Score -6863450 nChanged 55
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Mstep: Class 1 contains 2434 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6863466 nChanged 43
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Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 64337 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6863481 nChanged 34
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Mstep: Class 2 contains 64367 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -6863491 nChanged 28
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Mstep: Class 2 contains 64393 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -6863504 nChanged 29
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Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 64422 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6863497 nChanged 26
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Mstep: Class 1 contains 2286 members 
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	Iteration 112Q: 3 clusters Score -6863502 nChanged 14
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Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 64458 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -6863502 nChanged 21
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Mstep: Class 1 contains 2253 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -6863496 nChanged 16
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Mstep: Class 1 contains 2237 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -6863501 nChanged 14
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Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 64505 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -6863502 nChanged 12
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -6863500 nChanged 17
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Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 64532 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -6863518 nChanged 13
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -6863524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 64558 members 
Entering Unmasked Estep 
Score: -6863526.000000 Penalty: 3305.862793
	Iteration 120F: 3 clusters Score -6863526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 64567 members 
Entering Unmasked Estep 
Score: -6863527.500000 Penalty: 3305.862793
	Iteration 121Q: 3 clusters Score -6863528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 64575 members 
Entering Unmasked Estep 
Score: -6863523.000000 Penalty: 3305.862793
	Iteration 122Q: 3 clusters Score -6863523 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 64586 members 
Entering Unmasked Estep 
Score: -6863527.000000 Penalty: 3305.862793
	Iteration 123Q: 3 clusters Score -6863527 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 64593 members 
Entering Unmasked Estep 
Score: -6863536.000000 Penalty: 3305.862793
	Iteration 124Q: 3 clusters Score -6863536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 64602 members 
Entering Unmasked Estep 
Score: -6863526.000000 Penalty: 3305.862793
	Iteration 125Q: 3 clusters Score -6863526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 64611 members 
Entering Unmasked Estep 
Score: -6863528.000000 Penalty: 3305.862793
	Iteration 126Q: 3 clusters Score -6863528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 64618 members 
Entering Unmasked Estep 
Score: -6863531.000000 Penalty: 3305.862793
	Iteration 127Q: 3 clusters Score -6863531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 64625 members 
Entering Unmasked Estep 
Score: -6863537.000000 Penalty: 3305.862793
	Iteration 128Q: 3 clusters Score -6863537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 64630 members 
Entering Unmasked Estep 
Score: -6863537.000000 Penalty: 3305.862793
	Iteration 129Q: 3 clusters Score -6863537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 64632 members 
Entering Unmasked Estep 
Score: -6863540.000000 Penalty: 3305.862793
	Iteration 130Q: 3 clusters Score -6863540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 64634 members 
Entering Unmasked Estep 
Score: -6863537.500000 Penalty: 3305.862793
	Iteration 131Q: 3 clusters Score -6863538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 64637 members 
Entering Unmasked Estep 
Score: -6863542.000000 Penalty: 3305.862793
	Iteration 132Q: 3 clusters Score -6863542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 64639 members 
Entering Unmasked Estep 
Score: -6863541.000000 Penalty: 3305.862793
	Iteration 133Q: 3 clusters Score -6863541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 64639 members 
Entering Unmasked Estep 
Score: -6863541.000000 Penalty: 3305.862793
	Iteration 134F: 3 clusters Score -6863541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (115725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115725 members 
Entering Unmasked Estep 
Score: -11647600.000000 Penalty: 1734.854980
	Iteration 0F: 2 clusters Score -1.16476e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57771 members 
Mstep: Class 2 contains 57954 members 
Entering Unmasked Estep 
Score: -11571228.000000 Penalty: 3469.709961
	Iteration 0F: 3 clusters Score -1.157123e+07 nChanged 54809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56434 members 
Mstep: Class 2 contains 59291 members 
Entering Unmasked Estep 
Score: -11602633.000000 Penalty: 3469.709961
	Iteration 1F: 3 clusters Score -1.160263e+07 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55451 members 
Mstep: Class 2 contains 60274 members 
Entering Unmasked Estep 
Score: -11603595.000000 Penalty: 3469.709961
	Iteration 2Q: 3 clusters Score -1.16036e+07 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54003 members 
Mstep: Class 2 contains 61722 members 
Entering Unmasked Estep 
Score: -11604575.000000 Penalty: 3469.709961
	Iteration 3Q: 3 clusters Score -1.160458e+07 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51784 members 
Mstep: Class 2 contains 63941 members 
Entering Unmasked Estep 
Score: -11606080.000000 Penalty: 3469.709961
	Iteration 4Q: 3 clusters Score -1.160608e+07 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48483 members 
Mstep: Class 2 contains 67242 members 
Entering Unmasked Estep 
Score: -11608142.000000 Penalty: 3469.709961
	Iteration 5Q: 3 clusters Score -1.160814e+07 nChanged 6170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43793 members 
Mstep: Class 2 contains 71932 members 
Entering Unmasked Estep 
Score: -11611573.000000 Penalty: 3469.709961
	Iteration 6F: 3 clusters Score -1.161157e+07 nChanged 7423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37534 members 
Mstep: Class 2 contains 78191 members 
Entering Unmasked Estep 
Score: -11616350.000000 Penalty: 3469.709961
	Iteration 7F: 3 clusters Score -1.161635e+07 nChanged 8067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30341 members 
Mstep: Class 2 contains 85384 members 
Entering Unmasked Estep 
Score: -11622457.000000 Penalty: 3469.709961
	Iteration 8F: 3 clusters Score -1.162246e+07 nChanged 7757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 92607 members 
Entering Unmasked Estep 
Score: -11628951.000000 Penalty: 3469.709961
	Iteration 9F: 3 clusters Score -1.162895e+07 nChanged 6638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 98885 members 
Entering Unmasked Estep 
Score: -11634540.000000 Penalty: 3469.709961
	Iteration 10F: 3 clusters Score -1.163454e+07 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 103661 members 
Entering Unmasked Estep 
Score: -11638707.000000 Penalty: 3469.709961
	Iteration 11Q: 3 clusters Score -1.163871e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 106968 members 
Entering Unmasked Estep 
Score: -11641249.000000 Penalty: 3469.709961
	Iteration 12Q: 3 clusters Score -1.164125e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 109262 members 
Entering Unmasked Estep 
Score: -11642803.000000 Penalty: 3469.709961
	Iteration 13Q: 3 clusters Score -1.16428e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 110863 members 
Entering Unmasked Estep 
Score: -11643896.000000 Penalty: 3469.709961
	Iteration 14Q: 3 clusters Score -1.16439e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 112044 members 
Entering Unmasked Estep 
Score: -11644577.000000 Penalty: 3469.709961
	Iteration 15Q: 3 clusters Score -1.164458e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 112917 members 
Entering Unmasked Estep 
Score: -11645102.000000 Penalty: 3469.709961
	Iteration 16Q: 3 clusters Score -1.16451e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 113516 members 
Entering Unmasked Estep 
Score: -11645450.000000 Penalty: 3469.709961
	Iteration 17Q: 3 clusters Score -1.164545e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 113960 members 
Entering Unmasked Estep 
Score: -11645713.000000 Penalty: 3469.709961
	Iteration 18Q: 3 clusters Score -1.164571e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 114248 members 
Entering Unmasked Estep 
Score: -11645849.000000 Penalty: 3469.709961
	Iteration 19Q: 3 clusters Score -1.164585e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 114436 members 
Entering Unmasked Estep 
Score: -11645967.000000 Penalty: 3469.709961
	Iteration 20F: 3 clusters Score -1.164597e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 114568 members 
Entering Unmasked Estep 
Score: -11646038.000000 Penalty: 3469.709961
	Iteration 21Q: 3 clusters Score -1.164604e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 114654 members 
Entering Unmasked Estep 
Score: -11646111.000000 Penalty: 3469.709961
	Iteration 22Q: 3 clusters Score -1.164611e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 114728 members 
Entering Unmasked Estep 
Score: -11646176.000000 Penalty: 3469.709961
	Iteration 23Q: 3 clusters Score -1.164618e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 114788 members 
Entering Unmasked Estep 
Score: -11646208.000000 Penalty: 3469.709961
	Iteration 24Q: 3 clusters Score -1.164621e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 114830 members 
Entering Unmasked Estep 
Score: -11646264.000000 Penalty: 3469.709961
	Iteration 25Q: 3 clusters Score -1.164626e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 114857 members 
Entering Unmasked Estep 
Score: -11646275.000000 Penalty: 3469.709961
	Iteration 26Q: 3 clusters Score -1.164628e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 114873 members 
Entering Unmasked Estep 
Score: -11646293.000000 Penalty: 3469.709961
	Iteration 27Q: 3 clusters Score -1.164629e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 114893 members 
Entering Unmasked Estep 
Score: -11646313.000000 Penalty: 3469.709961
	Iteration 28Q: 3 clusters Score -1.164631e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 114914 members 
Entering Unmasked Estep 
Score: -11646311.000000 Penalty: 3469.709961
	Iteration 29Q: 3 clusters Score -1.164631e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 114927 members 
Entering Unmasked Estep 
Score: -11646308.000000 Penalty: 3469.709961
	Iteration 30Q: 3 clusters Score -1.164631e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 114933 members 
Entering Unmasked Estep 
Score: -11646305.000000 Penalty: 3469.709961
	Iteration 31Q: 3 clusters Score -1.16463e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 114942 members 
Entering Unmasked Estep 
Score: -11646314.000000 Penalty: 3469.709961
	Iteration 32Q: 3 clusters Score -1.164631e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 114943 members 
Entering Unmasked Estep 
Score: -11646313.000000 Penalty: 3469.709961
	Iteration 33Q: 3 clusters Score -1.164631e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 114947 members 
Entering Unmasked Estep 
Score: -11646314.000000 Penalty: 3469.709961
	Iteration 34Q: 3 clusters Score -1.164631e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 114950 members 
Entering Unmasked Estep 
Score: -11646323.000000 Penalty: 3469.709961
	Iteration 35Q: 3 clusters Score -1.164632e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 114952 members 
Entering Unmasked Estep 
Score: -11646321.000000 Penalty: 3469.709961
	Iteration 36Q: 3 clusters Score -1.164632e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 114955 members 
Entering Unmasked Estep 
Score: -11646328.000000 Penalty: 3469.709961
	Iteration 37Q: 3 clusters Score -1.164633e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 114955 members 
Entering Unmasked Estep 
Score: -11646328.000000 Penalty: 3469.709961
	Iteration 38F: 3 clusters Score -1.164633e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Entering Unmasked Estep 
Score: -560147.312500 Penalty: 1282.242310
	Iteration 0F: 2 clusters Score -560147.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -556094.812500 Penalty: 2564.484619
	Iteration 0F: 3 clusters Score -556094.8 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -557269.500000 Penalty: 2564.484619
	Iteration 1F: 3 clusters Score -557269.5 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -557468.250000 Penalty: 2564.484619
	Iteration 2F: 3 clusters Score -557468.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -557599.875000 Penalty: 2564.484619
	Iteration 3Q: 3 clusters Score -557599.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -557693.562500 Penalty: 2564.484619
	Iteration 4Q: 3 clusters Score -557693.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -557790.375000 Penalty: 2564.484619
	Iteration 5Q: 3 clusters Score -557790.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -557876.000000 Penalty: 2564.484619
	Iteration 6Q: 3 clusters Score -557876 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -557964.062500 Penalty: 2564.484619
	Iteration 7Q: 3 clusters Score -557964.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -558047.750000 Penalty: 2564.484619
	Iteration 8Q: 3 clusters Score -558047.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -558120.937500 Penalty: 2564.484619
	Iteration 9Q: 3 clusters Score -558120.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -558194.562500 Penalty: 2564.484619
	Iteration 10Q: 3 clusters Score -558194.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -558264.375000 Penalty: 2564.484619
	Iteration 11Q: 3 clusters Score -558264.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -558336.125000 Penalty: 2564.484619
	Iteration 12Q: 3 clusters Score -558336.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -558421.000000 Penalty: 2564.484619
	Iteration 13Q: 3 clusters Score -558421 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -558506.000000 Penalty: 2564.484619
	Iteration 14Q: 3 clusters Score -558506 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -558580.312500 Penalty: 2564.484619
	Iteration 15Q: 3 clusters Score -558580.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -558652.062500 Penalty: 2564.484619
	Iteration 16Q: 3 clusters Score -558652.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -558711.687500 Penalty: 2564.484619
	Iteration 17Q: 3 clusters Score -558711.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -558768.062500 Penalty: 2564.484619
	Iteration 18Q: 3 clusters Score -558768.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -558814.250000 Penalty: 2564.484619
	Iteration 19Q: 3 clusters Score -558814.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -558856.750000 Penalty: 2564.484619
	Iteration 20F: 3 clusters Score -558856.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -558898.500000 Penalty: 2564.484619
	Iteration 21Q: 3 clusters Score -558898.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -558927.562500 Penalty: 2564.484619
	Iteration 22Q: 3 clusters Score -558927.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -558952.187500 Penalty: 2564.484619
	Iteration 23Q: 3 clusters Score -558952.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -558979.062500 Penalty: 2564.484619
	Iteration 24Q: 3 clusters Score -558979.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -558999.562500 Penalty: 2564.484619
	Iteration 25Q: 3 clusters Score -558999.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -559020.750000 Penalty: 2564.484619
	Iteration 26Q: 3 clusters Score -559020.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -559031.125000 Penalty: 2564.484619
	Iteration 27Q: 3 clusters Score -559031.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -559049.875000 Penalty: 2564.484619
	Iteration 28Q: 3 clusters Score -559049.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -559068.437500 Penalty: 2564.484619
	Iteration 29Q: 3 clusters Score -559068.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -559079.500000 Penalty: 2564.484619
	Iteration 30Q: 3 clusters Score -559079.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -559085.812500 Penalty: 2564.484619
	Iteration 31Q: 3 clusters Score -559085.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -559089.687500 Penalty: 2564.484619
	Iteration 32Q: 3 clusters Score -559089.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -559092.562500 Penalty: 2564.484619
	Iteration 33Q: 3 clusters Score -559092.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -559096.250000 Penalty: 2564.484619
	Iteration 34Q: 3 clusters Score -559096.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -559101.187500 Penalty: 2564.484619
	Iteration 35Q: 3 clusters Score -559101.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -559106.625000 Penalty: 2564.484619
	Iteration 36Q: 3 clusters Score -559106.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -559112.250000 Penalty: 2564.484619
	Iteration 37Q: 3 clusters Score -559112.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -559112.250000 Penalty: 2564.484619
	Iteration 38Q: 3 clusters Score -559112.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -559112.250000 Penalty: 2564.484619
	Iteration 39F: 3 clusters Score -559112.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Entering Unmasked Estep 
Score: -1404777.625000 Penalty: 1421.297363
	Iteration 0F: 2 clusters Score -1404778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1395498.750000 Penalty: 2842.594727
	Iteration 0F: 3 clusters Score -1395499 nChanged 6011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1398701.125000 Penalty: 2842.594727
	Iteration 1F: 3 clusters Score -1398701 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1399031.750000 Penalty: 2842.594727
	Iteration 2F: 3 clusters Score -1399032 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1399295.750000 Penalty: 2842.594727
	Iteration 3Q: 3 clusters Score -1399296 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1399533.250000 Penalty: 2842.594727
	Iteration 4Q: 3 clusters Score -1399533 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1399751.125000 Penalty: 2842.594727
	Iteration 5Q: 3 clusters Score -1399751 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1399951.625000 Penalty: 2842.594727
	Iteration 6Q: 3 clusters Score -1399952 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1400149.500000 Penalty: 2842.594727
	Iteration 7Q: 3 clusters Score -1400150 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1400395.250000 Penalty: 2842.594727
	Iteration 8Q: 3 clusters Score -1400395 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1400679.375000 Penalty: 2842.594727
	Iteration 9Q: 3 clusters Score -1400679 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1401019.125000 Penalty: 2842.594727
	Iteration 10Q: 3 clusters Score -1401019 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1401405.750000 Penalty: 2842.594727
	Iteration 11Q: 3 clusters Score -1401406 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1401823.750000 Penalty: 2842.594727
	Iteration 12Q: 3 clusters Score -1401824 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1402265.500000 Penalty: 2842.594727
	Iteration 13Q: 3 clusters Score -1402266 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1402656.875000 Penalty: 2842.594727
	Iteration 14Q: 3 clusters Score -1402657 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1402936.375000 Penalty: 2842.594727
	Iteration 15Q: 3 clusters Score -1402936 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1403103.500000 Penalty: 2842.594727
	Iteration 16Q: 3 clusters Score -1403104 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1403227.375000 Penalty: 2842.594727
	Iteration 17Q: 3 clusters Score -1403227 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1403325.750000 Penalty: 2842.594727
	Iteration 18Q: 3 clusters Score -1403326 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1403404.250000 Penalty: 2842.594727
	Iteration 19Q: 3 clusters Score -1403404 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1403489.375000 Penalty: 2842.594727
	Iteration 20F: 3 clusters Score -1403489 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1403579.250000 Penalty: 2842.594727
	Iteration 21Q: 3 clusters Score -1403579 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1403662.125000 Penalty: 2842.594727
	Iteration 22Q: 3 clusters Score -1403662 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1403723.750000 Penalty: 2842.594727
	Iteration 23Q: 3 clusters Score -1403724 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1403775.000000 Penalty: 2842.594727
	Iteration 24Q: 3 clusters Score -1403775 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1403816.125000 Penalty: 2842.594727
	Iteration 25Q: 3 clusters Score -1403816 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1403834.375000 Penalty: 2842.594727
	Iteration 26Q: 3 clusters Score -1403834 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1403855.000000 Penalty: 2842.594727
	Iteration 27Q: 3 clusters Score -1403855 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1403867.375000 Penalty: 2842.594727
	Iteration 28Q: 3 clusters Score -1403867 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1403879.625000 Penalty: 2842.594727
	Iteration 29Q: 3 clusters Score -1403880 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1403890.625000 Penalty: 2842.594727
	Iteration 30Q: 3 clusters Score -1403891 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1403893.750000 Penalty: 2842.594727
	Iteration 31Q: 3 clusters Score -1403894 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1403897.875000 Penalty: 2842.594727
	Iteration 32Q: 3 clusters Score -1403898 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1403900.250000 Penalty: 2842.594727
	Iteration 33Q: 3 clusters Score -1403900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1403901.375000 Penalty: 2842.594727
	Iteration 34Q: 3 clusters Score -1403901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1403901.625000 Penalty: 2842.594727
	Iteration 35Q: 3 clusters Score -1403902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1403903.000000 Penalty: 2842.594727
	Iteration 36Q: 3 clusters Score -1403903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1403906.125000 Penalty: 2842.594727
	Iteration 37Q: 3 clusters Score -1403906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1403902.125000 Penalty: 2842.594727
	Iteration 38Q: 3 clusters Score -1403902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1403900.625000 Penalty: 2842.594727
	Iteration 39Q: 3 clusters Score -1403901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1403904.625000 Penalty: 2842.594727
	Iteration 40F: 3 clusters Score -1403905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1403902.375000 Penalty: 2842.594727
	Iteration 41Q: 3 clusters Score -1403902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1403902.375000 Penalty: 2842.594727
	Iteration 42Q: 3 clusters Score -1403902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1403904.875000 Penalty: 2842.594727
	Iteration 43Q: 3 clusters Score -1403905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1403905.625000 Penalty: 2842.594727
	Iteration 44Q: 3 clusters Score -1403906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1403905.625000 Penalty: 2842.594727
	Iteration 45F: 3 clusters Score -1403906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (20272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Entering Unmasked Estep 
Score: -2028126.375000 Penalty: 1475.649048
	Iteration 0F: 2 clusters Score -2028126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -2014989.500000 Penalty: 2951.298096
	Iteration 0F: 3 clusters Score -2014990 nChanged 8783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -2019611.500000 Penalty: 2951.298096
	Iteration 1F: 3 clusters Score -2019612 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -2020011.125000 Penalty: 2951.298096
	Iteration 2F: 3 clusters Score -2020011 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -2020341.625000 Penalty: 2951.298096
	Iteration 3Q: 3 clusters Score -2020342 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -2020648.875000 Penalty: 2951.298096
	Iteration 4Q: 3 clusters Score -2020649 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -2020956.875000 Penalty: 2951.298096
	Iteration 5Q: 3 clusters Score -2020957 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -2021267.375000 Penalty: 2951.298096
	Iteration 6Q: 3 clusters Score -2021267 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -2021620.125000 Penalty: 2951.298096
	Iteration 7Q: 3 clusters Score -2021620 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -2022045.875000 Penalty: 2951.298096
	Iteration 8Q: 3 clusters Score -2022046 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -2022494.750000 Penalty: 2951.298096
	Iteration 9Q: 3 clusters Score -2022495 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -2023015.125000 Penalty: 2951.298096
	Iteration 10Q: 3 clusters Score -2023015 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -2023558.000000 Penalty: 2951.298096
	Iteration 11Q: 3 clusters Score -2023558 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -2024069.375000 Penalty: 2951.298096
	Iteration 12Q: 3 clusters Score -2024069 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -2024551.250000 Penalty: 2951.298096
	Iteration 13Q: 3 clusters Score -2024551 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -2024976.250000 Penalty: 2951.298096
	Iteration 14Q: 3 clusters Score -2024976 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -2025333.875000 Penalty: 2951.298096
	Iteration 15Q: 3 clusters Score -2025334 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -2025665.000000 Penalty: 2951.298096
	Iteration 16Q: 3 clusters Score -2025665 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -2025929.000000 Penalty: 2951.298096
	Iteration 17Q: 3 clusters Score -2025929 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -2026160.000000 Penalty: 2951.298096
	Iteration 18Q: 3 clusters Score -2026160 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -2026379.875000 Penalty: 2951.298096
	Iteration 19Q: 3 clusters Score -2026380 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -2026595.750000 Penalty: 2951.298096
	Iteration 20F: 3 clusters Score -2026596 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -2026809.500000 Penalty: 2951.298096
	Iteration 21Q: 3 clusters Score -2026810 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -2026968.750000 Penalty: 2951.298096
	Iteration 22Q: 3 clusters Score -2026969 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -2027062.500000 Penalty: 2951.298096
	Iteration 23Q: 3 clusters Score -2027062 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -2027127.500000 Penalty: 2951.298096
	Iteration 24Q: 3 clusters Score -2027128 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -2027191.875000 Penalty: 2951.298096
	Iteration 25Q: 3 clusters Score -2027192 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -2027228.125000 Penalty: 2951.298096
	Iteration 26Q: 3 clusters Score -2027228 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -2027249.250000 Penalty: 2951.298096
	Iteration 27Q: 3 clusters Score -2027249 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -2027262.250000 Penalty: 2951.298096
	Iteration 28Q: 3 clusters Score -2027262 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -2027275.000000 Penalty: 2951.298096
	Iteration 29Q: 3 clusters Score -2027275 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -2027284.875000 Penalty: 2951.298096
	Iteration 30Q: 3 clusters Score -2027285 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -2027293.750000 Penalty: 2951.298096
	Iteration 31Q: 3 clusters Score -2027294 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -2027299.875000 Penalty: 2951.298096
	Iteration 32Q: 3 clusters Score -2027300 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -2027311.125000 Penalty: 2951.298096
	Iteration 33Q: 3 clusters Score -2027311 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -2027320.125000 Penalty: 2951.298096
	Iteration 34Q: 3 clusters Score -2027320 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -2027327.375000 Penalty: 2951.298096
	Iteration 35Q: 3 clusters Score -2027327 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -2027337.125000 Penalty: 2951.298096
	Iteration 36Q: 3 clusters Score -2027337 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -2027342.250000 Penalty: 2951.298096
	Iteration 37Q: 3 clusters Score -2027342 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -2027346.625000 Penalty: 2951.298096
	Iteration 38Q: 3 clusters Score -2027347 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -2027356.375000 Penalty: 2951.298096
	Iteration 39Q: 3 clusters Score -2027356 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -2027365.625000 Penalty: 2951.298096
	Iteration 40F: 3 clusters Score -2027366 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -2027372.375000 Penalty: 2951.298096
	Iteration 41Q: 3 clusters Score -2027372 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -2027381.625000 Penalty: 2951.298096
	Iteration 42Q: 3 clusters Score -2027382 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -2027385.875000 Penalty: 2951.298096
	Iteration 43Q: 3 clusters Score -2027386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -2027386.625000 Penalty: 2951.298096
	Iteration 44Q: 3 clusters Score -2027387 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -2027392.750000 Penalty: 2951.298096
	Iteration 45Q: 3 clusters Score -2027393 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -2027395.000000 Penalty: 2951.298096
	Iteration 46Q: 3 clusters Score -2027395 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -2027396.875000 Penalty: 2951.298096
	Iteration 47Q: 3 clusters Score -2027397 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -2027397.000000 Penalty: 2951.298096
	Iteration 48Q: 3 clusters Score -2027397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -2027403.125000 Penalty: 2951.298096
	Iteration 49Q: 3 clusters Score -2027403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -2027406.625000 Penalty: 2951.298096
	Iteration 50Q: 3 clusters Score -2027407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -2027407.875000 Penalty: 2951.298096
	Iteration 51Q: 3 clusters Score -2027408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -2027410.250000 Penalty: 2951.298096
	Iteration 52Q: 3 clusters Score -2027410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -2027410.500000 Penalty: 2951.298096
	Iteration 53Q: 3 clusters Score -2027410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -2027410.500000 Penalty: 2951.298096
	Iteration 54F: 3 clusters Score -2027410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (23521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23521 members 
Entering Unmasked Estep 
Score: -2293616.000000 Penalty: 1497.768555
	Iteration 0F: 2 clusters Score -2293616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -2278250.250000 Penalty: 2995.537109
	Iteration 0F: 3 clusters Score -2278250 nChanged 10535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -2284352.000000 Penalty: 2995.537109
	Iteration 1F: 3 clusters Score -2284352 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -2285082.500000 Penalty: 2995.537109
	Iteration 2F: 3 clusters Score -2285082 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -2285793.000000 Penalty: 2995.537109
	Iteration 3F: 3 clusters Score -2285793 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -2286585.000000 Penalty: 2995.537109
	Iteration 4F: 3 clusters Score -2286585 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -2287506.000000 Penalty: 2995.537109
	Iteration 5F: 3 clusters Score -2287506 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -2288496.000000 Penalty: 2995.537109
	Iteration 6F: 3 clusters Score -2288496 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -2289489.500000 Penalty: 2995.537109
	Iteration 7F: 3 clusters Score -2289490 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -2290285.500000 Penalty: 2995.537109
	Iteration 8Q: 3 clusters Score -2290286 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -2290880.750000 Penalty: 2995.537109
	Iteration 9Q: 3 clusters Score -2290881 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -2291306.000000 Penalty: 2995.537109
	Iteration 10Q: 3 clusters Score -2291306 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -2291613.000000 Penalty: 2995.537109
	Iteration 11Q: 3 clusters Score -2291613 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -2291861.750000 Penalty: 2995.537109
	Iteration 12Q: 3 clusters Score -2291862 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -2292054.750000 Penalty: 2995.537109
	Iteration 13Q: 3 clusters Score -2292055 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -2292207.500000 Penalty: 2995.537109
	Iteration 14Q: 3 clusters Score -2292208 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -2292323.500000 Penalty: 2995.537109
	Iteration 15Q: 3 clusters Score -2292324 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -2292417.750000 Penalty: 2995.537109
	Iteration 16Q: 3 clusters Score -2292418 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -2292499.750000 Penalty: 2995.537109
	Iteration 17Q: 3 clusters Score -2292500 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -2292570.500000 Penalty: 2995.537109
	Iteration 18Q: 3 clusters Score -2292570 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -2292634.250000 Penalty: 2995.537109
	Iteration 19Q: 3 clusters Score -2292634 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -2292675.500000 Penalty: 2995.537109
	Iteration 20F: 3 clusters Score -2292676 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -2292719.250000 Penalty: 2995.537109
	Iteration 21Q: 3 clusters Score -2292719 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -2292744.750000 Penalty: 2995.537109
	Iteration 22Q: 3 clusters Score -2292745 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -2292781.500000 Penalty: 2995.537109
	Iteration 23Q: 3 clusters Score -2292782 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -2292810.750000 Penalty: 2995.537109
	Iteration 24Q: 3 clusters Score -2292811 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -2292823.500000 Penalty: 2995.537109
	Iteration 25Q: 3 clusters Score -2292824 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -2292847.250000 Penalty: 2995.537109
	Iteration 26Q: 3 clusters Score -2292847 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -2292868.500000 Penalty: 2995.537109
	Iteration 27Q: 3 clusters Score -2292868 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -2292883.250000 Penalty: 2995.537109
	Iteration 28Q: 3 clusters Score -2292883 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -2292893.250000 Penalty: 2995.537109
	Iteration 29Q: 3 clusters Score -2292893 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -2292911.500000 Penalty: 2995.537109
	Iteration 30Q: 3 clusters Score -2292912 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -2292908.750000 Penalty: 2995.537109
	Iteration 31Q: 3 clusters Score -2292909 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -2292925.000000 Penalty: 2995.537109
	Iteration 32Q: 3 clusters Score -2292925 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -2292934.750000 Penalty: 2995.537109
	Iteration 33Q: 3 clusters Score -2292935 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -2292939.250000 Penalty: 2995.537109
	Iteration 34Q: 3 clusters Score -2292939 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -2292950.000000 Penalty: 2995.537109
	Iteration 35Q: 3 clusters Score -2292950 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -2292954.000000 Penalty: 2995.537109
	Iteration 36Q: 3 clusters Score -2292954 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -2292960.250000 Penalty: 2995.537109
	Iteration 37Q: 3 clusters Score -2292960 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -2292955.250000 Penalty: 2995.537109
	Iteration 38Q: 3 clusters Score -2292955 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -2292958.250000 Penalty: 2995.537109
	Iteration 39Q: 3 clusters Score -2292958 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -2292962.500000 Penalty: 2995.537109
	Iteration 40F: 3 clusters Score -2292962 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -2292972.000000 Penalty: 2995.537109
	Iteration 41Q: 3 clusters Score -2292972 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -2292975.250000 Penalty: 2995.537109
	Iteration 42Q: 3 clusters Score -2292975 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -2292980.250000 Penalty: 2995.537109
	Iteration 43Q: 3 clusters Score -2292980 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -2292999.500000 Penalty: 2995.537109
	Iteration 44Q: 3 clusters Score -2293000 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -2293008.250000 Penalty: 2995.537109
	Iteration 45Q: 3 clusters Score -2293008 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -2293006.750000 Penalty: 2995.537109
	Iteration 46Q: 3 clusters Score -2293007 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -2293013.250000 Penalty: 2995.537109
	Iteration 47Q: 3 clusters Score -2293013 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -2293018.000000 Penalty: 2995.537109
	Iteration 48Q: 3 clusters Score -2293018 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -2293018.500000 Penalty: 2995.537109
	Iteration 49Q: 3 clusters Score -2293018 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -2293028.500000 Penalty: 2995.537109
	Iteration 50Q: 3 clusters Score -2293028 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -2293033.750000 Penalty: 2995.537109
	Iteration 51Q: 3 clusters Score -2293034 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -2293034.500000 Penalty: 2995.537109
	Iteration 52Q: 3 clusters Score -2293034 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -2293038.000000 Penalty: 2995.537109
	Iteration 53Q: 3 clusters Score -2293038 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -2293039.250000 Penalty: 2995.537109
	Iteration 54Q: 3 clusters Score -2293039 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -2293040.250000 Penalty: 2995.537109
	Iteration 55Q: 3 clusters Score -2293040 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -2293046.000000 Penalty: 2995.537109
	Iteration 56Q: 3 clusters Score -2293046 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -2293045.250000 Penalty: 2995.537109
	Iteration 57Q: 3 clusters Score -2293045 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -2293048.750000 Penalty: 2995.537109
	Iteration 58Q: 3 clusters Score -2293049 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -2293048.500000 Penalty: 2995.537109
	Iteration 59Q: 3 clusters Score -2293048 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -2293049.750000 Penalty: 2995.537109
	Iteration 60F: 3 clusters Score -2293050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -2293055.250000 Penalty: 2995.537109
	Iteration 61Q: 3 clusters Score -2293055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -2293055.000000 Penalty: 2995.537109
	Iteration 62Q: 3 clusters Score -2293055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -2293056.750000 Penalty: 2995.537109
	Iteration 63Q: 3 clusters Score -2293057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -2293053.500000 Penalty: 2995.537109
	Iteration 64Q: 3 clusters Score -2293054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -2293049.500000 Penalty: 2995.537109
	Iteration 65Q: 3 clusters Score -2293050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -2293051.750000 Penalty: 2995.537109
	Iteration 66Q: 3 clusters Score -2293052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -2293049.500000 Penalty: 2995.537109
	Iteration 67Q: 3 clusters Score -2293050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -2293047.500000 Penalty: 2995.537109
	Iteration 68Q: 3 clusters Score -2293048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -2293054.750000 Penalty: 2995.537109
	Iteration 69Q: 3 clusters Score -2293055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -2293053.750000 Penalty: 2995.537109
	Iteration 70Q: 3 clusters Score -2293054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -2293055.750000 Penalty: 2995.537109
	Iteration 71Q: 3 clusters Score -2293056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -2293055.000000 Penalty: 2995.537109
	Iteration 72Q: 3 clusters Score -2293055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -2293055.000000 Penalty: 2995.537109
	Iteration 73Q: 3 clusters Score -2293055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -2293057.250000 Penalty: 2995.537109
	Iteration 74Q: 3 clusters Score -2293057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -2293057.250000 Penalty: 2995.537109
	Iteration 75Q: 3 clusters Score -2293057 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -2293056.250000 Penalty: 2995.537109
	Iteration 76Q: 3 clusters Score -2293056 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -2293059.750000 Penalty: 2995.537109
	Iteration 77Q: 3 clusters Score -2293060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -2293067.250000 Penalty: 2995.537109
	Iteration 78Q: 3 clusters Score -2293067 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -2293063.250000 Penalty: 2995.537109
	Iteration 79Q: 3 clusters Score -2293063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -2293064.000000 Penalty: 2995.537109
	Iteration 80F: 3 clusters Score -2293064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -2293066.250000 Penalty: 2995.537109
	Iteration 81Q: 3 clusters Score -2293066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -2293065.750000 Penalty: 2995.537109
	Iteration 82Q: 3 clusters Score -2293066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -2293065.750000 Penalty: 2995.537109
	Iteration 83F: 3 clusters Score -2293066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (49809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49809 members 
Entering Unmasked Estep 
Score: -4977026.000000 Penalty: 1609.413574
	Iteration 0F: 2 clusters Score -4977026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
Score: -4944609.000000 Penalty: 3218.827148
	Iteration 0F: 3 clusters Score -4944609 nChanged 22970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25627 members 
Mstep: Class 2 contains 24182 members 
Entering Unmasked Estep 
Score: -4957230.000000 Penalty: 3218.827148
	Iteration 1F: 3 clusters Score -4957230 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26128 members 
Mstep: Class 2 contains 23681 members 
Entering Unmasked Estep 
Score: -4957851.500000 Penalty: 3218.827148
	Iteration 2Q: 3 clusters Score -4957852 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26775 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -4958499.500000 Penalty: 3218.827148
	Iteration 3Q: 3 clusters Score -4958500 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -4959297.000000 Penalty: 3218.827148
	Iteration 4Q: 3 clusters Score -4959297 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29274 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -4960392.000000 Penalty: 3218.827148
	Iteration 5Q: 3 clusters Score -4960392 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31294 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -4961836.000000 Penalty: 3218.827148
	Iteration 6F: 3 clusters Score -4961836 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33852 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -4963675.500000 Penalty: 3218.827148
	Iteration 7F: 3 clusters Score -4963676 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36724 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -4965849.500000 Penalty: 3218.827148
	Iteration 8F: 3 clusters Score -4965850 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39782 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -4968213.500000 Penalty: 3218.827148
	Iteration 9F: 3 clusters Score -4968214 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42566 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -4970461.500000 Penalty: 3218.827148
	Iteration 10F: 3 clusters Score -4970462 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44914 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -4972325.500000 Penalty: 3218.827148
	Iteration 11Q: 3 clusters Score -4972326 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46652 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -4973725.000000 Penalty: 3218.827148
	Iteration 12Q: 3 clusters Score -4973725 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47779 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -4974604.500000 Penalty: 3218.827148
	Iteration 13Q: 3 clusters Score -4974604 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48426 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -4975097.500000 Penalty: 3218.827148
	Iteration 14Q: 3 clusters Score -4975098 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48769 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -4975386.000000 Penalty: 3218.827148
	Iteration 15Q: 3 clusters Score -4975386 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48958 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -4975588.000000 Penalty: 3218.827148
	Iteration 16Q: 3 clusters Score -4975588 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49061 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -4975708.000000 Penalty: 3218.827148
	Iteration 17Q: 3 clusters Score -4975708 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49123 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -4975796.000000 Penalty: 3218.827148
	Iteration 18Q: 3 clusters Score -4975796 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49157 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -4975826.000000 Penalty: 3218.827148
	Iteration 19Q: 3 clusters Score -4975826 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49177 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -4975858.500000 Penalty: 3218.827148
	Iteration 20F: 3 clusters Score -4975858 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49193 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -4975883.500000 Penalty: 3218.827148
	Iteration 21Q: 3 clusters Score -4975884 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49204 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -4975898.000000 Penalty: 3218.827148
	Iteration 22Q: 3 clusters Score -4975898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49215 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -4975905.500000 Penalty: 3218.827148
	Iteration 23Q: 3 clusters Score -4975906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49225 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -4975916.500000 Penalty: 3218.827148
	Iteration 24Q: 3 clusters Score -4975916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49230 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -4975930.500000 Penalty: 3218.827148
	Iteration 25Q: 3 clusters Score -4975930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49231 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -4975933.500000 Penalty: 3218.827148
	Iteration 26Q: 3 clusters Score -4975934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49233 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -4975934.000000 Penalty: 3218.827148
	Iteration 27Q: 3 clusters Score -4975934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49234 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -4975931.500000 Penalty: 3218.827148
	Iteration 28Q: 3 clusters Score -4975932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49235 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -4975935.500000 Penalty: 3218.827148
	Iteration 29Q: 3 clusters Score -4975936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49235 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -4975933.500000 Penalty: 3218.827148
	Iteration 30Q: 3 clusters Score -4975934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49235 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -4975933.500000 Penalty: 3218.827148
	Iteration 31F: 3 clusters Score -4975934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Entering Unmasked Estep 
Score: -383244.906250 Penalty: 1239.129639
	Iteration 0F: 2 clusters Score -383244.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -380095.937500 Penalty: 2478.259277
	Iteration 0F: 3 clusters Score -380095.9 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -380984.000000 Penalty: 2478.259277
	Iteration 1F: 3 clusters Score -380984 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -381234.187500 Penalty: 2478.259277
	Iteration 2F: 3 clusters Score -381234.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -381404.843750 Penalty: 2478.259277
	Iteration 3F: 3 clusters Score -381404.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -381522.750000 Penalty: 2478.259277
	Iteration 4Q: 3 clusters Score -381522.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -381608.531250 Penalty: 2478.259277
	Iteration 5Q: 3 clusters Score -381608.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -381683.187500 Penalty: 2478.259277
	Iteration 6Q: 3 clusters Score -381683.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -381754.562500 Penalty: 2478.259277
	Iteration 7Q: 3 clusters Score -381754.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -381824.531250 Penalty: 2478.259277
	Iteration 8Q: 3 clusters Score -381824.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -381882.593750 Penalty: 2478.259277
	Iteration 9Q: 3 clusters Score -381882.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -381924.937500 Penalty: 2478.259277
	Iteration 10Q: 3 clusters Score -381924.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -381964.343750 Penalty: 2478.259277
	Iteration 11Q: 3 clusters Score -381964.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -382002.562500 Penalty: 2478.259277
	Iteration 12Q: 3 clusters Score -382002.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -382039.250000 Penalty: 2478.259277
	Iteration 13Q: 3 clusters Score -382039.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -382071.343750 Penalty: 2478.259277
	Iteration 14Q: 3 clusters Score -382071.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -382093.937500 Penalty: 2478.259277
	Iteration 15Q: 3 clusters Score -382093.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -382111.937500 Penalty: 2478.259277
	Iteration 16Q: 3 clusters Score -382111.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -382127.687500 Penalty: 2478.259277
	Iteration 17Q: 3 clusters Score -382127.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -382146.843750 Penalty: 2478.259277
	Iteration 18Q: 3 clusters Score -382146.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -382165.781250 Penalty: 2478.259277
	Iteration 19Q: 3 clusters Score -382165.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -382179.343750 Penalty: 2478.259277
	Iteration 20F: 3 clusters Score -382179.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -382194.500000 Penalty: 2478.259277
	Iteration 21Q: 3 clusters Score -382194.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -382215.093750 Penalty: 2478.259277
	Iteration 22Q: 3 clusters Score -382215.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -382234.968750 Penalty: 2478.259277
	Iteration 23Q: 3 clusters Score -382235 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -382255.593750 Penalty: 2478.259277
	Iteration 24Q: 3 clusters Score -382255.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -382271.656250 Penalty: 2478.259277
	Iteration 25Q: 3 clusters Score -382271.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -382283.250000 Penalty: 2478.259277
	Iteration 26Q: 3 clusters Score -382283.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -382293.062500 Penalty: 2478.259277
	Iteration 27Q: 3 clusters Score -382293.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -382302.750000 Penalty: 2478.259277
	Iteration 28Q: 3 clusters Score -382302.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -382313.843750 Penalty: 2478.259277
	Iteration 29Q: 3 clusters Score -382313.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -382322.968750 Penalty: 2478.259277
	Iteration 30Q: 3 clusters Score -382323 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -382328.625000 Penalty: 2478.259277
	Iteration 31Q: 3 clusters Score -382328.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -382333.531250 Penalty: 2478.259277
	Iteration 32Q: 3 clusters Score -382333.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -382335.437500 Penalty: 2478.259277
	Iteration 33Q: 3 clusters Score -382335.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -382339.812500 Penalty: 2478.259277
	Iteration 34Q: 3 clusters Score -382339.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -382344.937500 Penalty: 2478.259277
	Iteration 35Q: 3 clusters Score -382344.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -382347.906250 Penalty: 2478.259277
	Iteration 36Q: 3 clusters Score -382347.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -382350.718750 Penalty: 2478.259277
	Iteration 37Q: 3 clusters Score -382350.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -382352.437500 Penalty: 2478.259277
	Iteration 38Q: 3 clusters Score -382352.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -382355.343750 Penalty: 2478.259277
	Iteration 39Q: 3 clusters Score -382355.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -382357.937500 Penalty: 2478.259277
	Iteration 40F: 3 clusters Score -382357.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -382360.656250 Penalty: 2478.259277
	Iteration 41Q: 3 clusters Score -382360.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -382364.906250 Penalty: 2478.259277
	Iteration 42Q: 3 clusters Score -382364.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -382368.343750 Penalty: 2478.259277
	Iteration 43Q: 3 clusters Score -382368.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -382371.406250 Penalty: 2478.259277
	Iteration 44Q: 3 clusters Score -382371.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -382373.531250 Penalty: 2478.259277
	Iteration 45Q: 3 clusters Score -382373.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -382375.218750 Penalty: 2478.259277
	Iteration 46Q: 3 clusters Score -382375.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -382376.843750 Penalty: 2478.259277
	Iteration 47Q: 3 clusters Score -382376.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -382378.031250 Penalty: 2478.259277
	Iteration 48Q: 3 clusters Score -382378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -382377.843750 Penalty: 2478.259277
	Iteration 49Q: 3 clusters Score -382377.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -382380.593750 Penalty: 2478.259277
	Iteration 50Q: 3 clusters Score -382380.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -382384.625000 Penalty: 2478.259277
	Iteration 51Q: 3 clusters Score -382384.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -382389.343750 Penalty: 2478.259277
	Iteration 52Q: 3 clusters Score -382389.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -382393.906250 Penalty: 2478.259277
	Iteration 53Q: 3 clusters Score -382393.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -382397.531250 Penalty: 2478.259277
	Iteration 54Q: 3 clusters Score -382397.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -382398.593750 Penalty: 2478.259277
	Iteration 55Q: 3 clusters Score -382398.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -382399.718750 Penalty: 2478.259277
	Iteration 56Q: 3 clusters Score -382399.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -382403.625000 Penalty: 2478.259277
	Iteration 57Q: 3 clusters Score -382403.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -382407.843750 Penalty: 2478.259277
	Iteration 58Q: 3 clusters Score -382407.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -382409.312500 Penalty: 2478.259277
	Iteration 59Q: 3 clusters Score -382409.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -382411.218750 Penalty: 2478.259277
	Iteration 60F: 3 clusters Score -382411.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -382412.281250 Penalty: 2478.259277
	Iteration 61Q: 3 clusters Score -382412.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -382413.500000 Penalty: 2478.259277
	Iteration 62Q: 3 clusters Score -382413.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -382413.656250 Penalty: 2478.259277
	Iteration 63Q: 3 clusters Score -382413.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -382413.000000 Penalty: 2478.259277
	Iteration 64Q: 3 clusters Score -382413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -382414.375000 Penalty: 2478.259277
	Iteration 65Q: 3 clusters Score -382414.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -382414.937500 Penalty: 2478.259277
	Iteration 66Q: 3 clusters Score -382414.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -382416.343750 Penalty: 2478.259277
	Iteration 67Q: 3 clusters Score -382416.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -382416.843750 Penalty: 2478.259277
	Iteration 68Q: 3 clusters Score -382416.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -382417.375000 Penalty: 2478.259277
	Iteration 69Q: 3 clusters Score -382417.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -382417.375000 Penalty: 2478.259277
	Iteration 70F: 3 clusters Score -382417.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Entering Unmasked Estep 
Score: -1026188.125000 Penalty: 1369.168457
	Iteration 0F: 2 clusters Score -1026188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1019435.250000 Penalty: 2738.336914
	Iteration 0F: 3 clusters Score -1019435 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1021794.187500 Penalty: 2738.336914
	Iteration 1F: 3 clusters Score -1021794 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1022136.625000 Penalty: 2738.336914
	Iteration 2F: 3 clusters Score -1022137 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1022423.750000 Penalty: 2738.336914
	Iteration 3F: 3 clusters Score -1022424 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1022694.062500 Penalty: 2738.336914
	Iteration 4Q: 3 clusters Score -1022694 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1022936.312500 Penalty: 2738.336914
	Iteration 5Q: 3 clusters Score -1022936 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1023130.625000 Penalty: 2738.336914
	Iteration 6Q: 3 clusters Score -1023131 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1023273.875000 Penalty: 2738.336914
	Iteration 7Q: 3 clusters Score -1023274 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1023389.937500 Penalty: 2738.336914
	Iteration 8Q: 3 clusters Score -1023390 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1023485.250000 Penalty: 2738.336914
	Iteration 9Q: 3 clusters Score -1023485 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1023565.750000 Penalty: 2738.336914
	Iteration 10Q: 3 clusters Score -1023566 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1023645.562500 Penalty: 2738.336914
	Iteration 11Q: 3 clusters Score -1023646 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1023717.437500 Penalty: 2738.336914
	Iteration 12Q: 3 clusters Score -1023717 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1023790.562500 Penalty: 2738.336914
	Iteration 13Q: 3 clusters Score -1023791 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1023841.312500 Penalty: 2738.336914
	Iteration 14Q: 3 clusters Score -1023841 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1023887.562500 Penalty: 2738.336914
	Iteration 15Q: 3 clusters Score -1023888 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1023925.875000 Penalty: 2738.336914
	Iteration 16Q: 3 clusters Score -1023926 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1023958.750000 Penalty: 2738.336914
	Iteration 17Q: 3 clusters Score -1023959 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1023994.375000 Penalty: 2738.336914
	Iteration 18Q: 3 clusters Score -1023994 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1024033.000000 Penalty: 2738.336914
	Iteration 19Q: 3 clusters Score -1024033 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1024075.812500 Penalty: 2738.336914
	Iteration 20F: 3 clusters Score -1024076 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1024113.437500 Penalty: 2738.336914
	Iteration 21Q: 3 clusters Score -1024113 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1024148.187500 Penalty: 2738.336914
	Iteration 22Q: 3 clusters Score -1024148 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1024199.625000 Penalty: 2738.336914
	Iteration 23Q: 3 clusters Score -1024200 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1024248.437500 Penalty: 2738.336914
	Iteration 24Q: 3 clusters Score -1024248 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1024306.437500 Penalty: 2738.336914
	Iteration 25Q: 3 clusters Score -1024306 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1024387.937500 Penalty: 2738.336914
	Iteration 26Q: 3 clusters Score -1024388 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1024485.812500 Penalty: 2738.336914
	Iteration 27Q: 3 clusters Score -1024486 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1024591.562500 Penalty: 2738.336914
	Iteration 28Q: 3 clusters Score -1024592 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1024680.187500 Penalty: 2738.336914
	Iteration 29Q: 3 clusters Score -1024680 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1024753.000000 Penalty: 2738.336914
	Iteration 30Q: 3 clusters Score -1024753 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1024838.062500 Penalty: 2738.336914
	Iteration 31Q: 3 clusters Score -1024838 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1024942.250000 Penalty: 2738.336914
	Iteration 32Q: 3 clusters Score -1024942 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1025036.500000 Penalty: 2738.336914
	Iteration 33Q: 3 clusters Score -1025036 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1025114.875000 Penalty: 2738.336914
	Iteration 34Q: 3 clusters Score -1025115 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1025186.500000 Penalty: 2738.336914
	Iteration 35Q: 3 clusters Score -1025186 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1025246.875000 Penalty: 2738.336914
	Iteration 36Q: 3 clusters Score -1025247 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1025292.312500 Penalty: 2738.336914
	Iteration 37Q: 3 clusters Score -1025292 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1025325.937500 Penalty: 2738.336914
	Iteration 38Q: 3 clusters Score -1025326 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1025359.125000 Penalty: 2738.336914
	Iteration 39Q: 3 clusters Score -1025359 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1025384.875000 Penalty: 2738.336914
	Iteration 40F: 3 clusters Score -1025385 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1025398.250000 Penalty: 2738.336914
	Iteration 41Q: 3 clusters Score -1025398 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1025412.500000 Penalty: 2738.336914
	Iteration 42Q: 3 clusters Score -1025412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1025419.562500 Penalty: 2738.336914
	Iteration 43Q: 3 clusters Score -1025420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1025421.375000 Penalty: 2738.336914
	Iteration 44Q: 3 clusters Score -1025421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1025421.375000 Penalty: 2738.336914
	Iteration 45F: 3 clusters Score -1025421 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Entering Unmasked Estep 
Score: -144750.781250 Penalty: 1110.719116
	Iteration 0F: 2 clusters Score -144750.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -143087.093750 Penalty: 2221.438232
	Iteration 0F: 3 clusters Score -143087.1 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -143645.484375 Penalty: 2221.438232
	Iteration 1F: 3 clusters Score -143645.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -143840.640625 Penalty: 2221.438232
	Iteration 2F: 3 clusters Score -143840.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -144007.875000 Penalty: 2221.438232
	Iteration 3F: 3 clusters Score -144007.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -144127.875000 Penalty: 2221.438232
	Iteration 4F: 3 clusters Score -144127.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -144219.234375 Penalty: 2221.438232
	Iteration 5Q: 3 clusters Score -144219.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -144287.187500 Penalty: 2221.438232
	Iteration 6Q: 3 clusters Score -144287.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -144330.156250 Penalty: 2221.438232
	Iteration 7Q: 3 clusters Score -144330.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -144354.109375 Penalty: 2221.438232
	Iteration 8Q: 3 clusters Score -144354.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -144382.671875 Penalty: 2221.438232
	Iteration 9Q: 3 clusters Score -144382.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -144401.765625 Penalty: 2221.438232
	Iteration 10Q: 3 clusters Score -144401.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -144416.281250 Penalty: 2221.438232
	Iteration 11Q: 3 clusters Score -144416.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -144430.625000 Penalty: 2221.438232
	Iteration 12Q: 3 clusters Score -144430.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -144442.500000 Penalty: 2221.438232
	Iteration 13Q: 3 clusters Score -144442.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -144463.156250 Penalty: 2221.438232
	Iteration 14Q: 3 clusters Score -144463.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -144473.375000 Penalty: 2221.438232
	Iteration 15Q: 3 clusters Score -144473.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -144477.359375 Penalty: 2221.438232
	Iteration 16Q: 3 clusters Score -144477.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -144479.906250 Penalty: 2221.438232
	Iteration 17Q: 3 clusters Score -144479.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -144483.203125 Penalty: 2221.438232
	Iteration 18Q: 3 clusters Score -144483.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -144486.421875 Penalty: 2221.438232
	Iteration 19Q: 3 clusters Score -144486.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -144489.312500 Penalty: 2221.438232
	Iteration 20F: 3 clusters Score -144489.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -144491.453125 Penalty: 2221.438232
	Iteration 21Q: 3 clusters Score -144491.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -144493.453125 Penalty: 2221.438232
	Iteration 22Q: 3 clusters Score -144493.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -144495.406250 Penalty: 2221.438232
	Iteration 23Q: 3 clusters Score -144495.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -144495.406250 Penalty: 2221.438232
	Iteration 24F: 3 clusters Score -144495.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Entering Unmasked Estep 
Score: -509485.906250 Penalty: 1278.147339
	Iteration 0F: 2 clusters Score -509485.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -505608.906250 Penalty: 2556.294678
	Iteration 0F: 3 clusters Score -505608.9 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -506888.781250 Penalty: 2556.294678
	Iteration 1F: 3 clusters Score -506888.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -507203.750000 Penalty: 2556.294678
	Iteration 2F: 3 clusters Score -507203.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -507458.156250 Penalty: 2556.294678
	Iteration 3F: 3 clusters Score -507458.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -507686.031250 Penalty: 2556.294678
	Iteration 4F: 3 clusters Score -507686 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -507907.656250 Penalty: 2556.294678
	Iteration 5F: 3 clusters Score -507907.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -508132.437500 Penalty: 2556.294678
	Iteration 6F: 3 clusters Score -508132.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -508359.937500 Penalty: 2556.294678
	Iteration 7Q: 3 clusters Score -508359.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -508531.281250 Penalty: 2556.294678
	Iteration 8Q: 3 clusters Score -508531.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -508656.406250 Penalty: 2556.294678
	Iteration 9Q: 3 clusters Score -508656.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -508766.937500 Penalty: 2556.294678
	Iteration 10Q: 3 clusters Score -508766.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -508867.937500 Penalty: 2556.294678
	Iteration 11Q: 3 clusters Score -508867.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -508957.750000 Penalty: 2556.294678
	Iteration 12Q: 3 clusters Score -508957.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -509017.187500 Penalty: 2556.294678
	Iteration 13Q: 3 clusters Score -509017.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -509059.125000 Penalty: 2556.294678
	Iteration 14Q: 3 clusters Score -509059.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -509100.000000 Penalty: 2556.294678
	Iteration 15Q: 3 clusters Score -509100 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -509142.281250 Penalty: 2556.294678
	Iteration 16Q: 3 clusters Score -509142.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -509175.562500 Penalty: 2556.294678
	Iteration 17Q: 3 clusters Score -509175.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -509202.750000 Penalty: 2556.294678
	Iteration 18Q: 3 clusters Score -509202.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -509235.093750 Penalty: 2556.294678
	Iteration 19Q: 3 clusters Score -509235.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -509261.906250 Penalty: 2556.294678
	Iteration 20F: 3 clusters Score -509261.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -509272.906250 Penalty: 2556.294678
	Iteration 21Q: 3 clusters Score -509272.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -509286.437500 Penalty: 2556.294678
	Iteration 22Q: 3 clusters Score -509286.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -509297.281250 Penalty: 2556.294678
	Iteration 23Q: 3 clusters Score -509297.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -509307.468750 Penalty: 2556.294678
	Iteration 24Q: 3 clusters Score -509307.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -509315.843750 Penalty: 2556.294678
	Iteration 25Q: 3 clusters Score -509315.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -509321.781250 Penalty: 2556.294678
	Iteration 26Q: 3 clusters Score -509321.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -509324.750000 Penalty: 2556.294678
	Iteration 27Q: 3 clusters Score -509324.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -509334.156250 Penalty: 2556.294678
	Iteration 28Q: 3 clusters Score -509334.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -509338.031250 Penalty: 2556.294678
	Iteration 29Q: 3 clusters Score -509338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -509342.343750 Penalty: 2556.294678
	Iteration 30Q: 3 clusters Score -509342.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -509344.312500 Penalty: 2556.294678
	Iteration 31Q: 3 clusters Score -509344.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -509346.812500 Penalty: 2556.294678
	Iteration 32Q: 3 clusters Score -509346.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -509350.187500 Penalty: 2556.294678
	Iteration 33Q: 3 clusters Score -509350.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -509350.687500 Penalty: 2556.294678
	Iteration 34Q: 3 clusters Score -509350.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -509351.500000 Penalty: 2556.294678
	Iteration 35Q: 3 clusters Score -509351.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -509351.500000 Penalty: 2556.294678
	Iteration 36F: 3 clusters Score -509351.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (40269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40269 members 
Entering Unmasked Estep 
Score: -4068358.750000 Penalty: 1577.776611
	Iteration 0F: 2 clusters Score -4068359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -4042182.250000 Penalty: 3155.553223
	Iteration 0F: 3 clusters Score -4042182 nChanged 18299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -4052238.000000 Penalty: 3155.553223
	Iteration 1F: 3 clusters Score -4052238 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -4052926.250000 Penalty: 3155.553223
	Iteration 2Q: 3 clusters Score -4052926 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -4053640.250000 Penalty: 3155.553223
	Iteration 3Q: 3 clusters Score -4053640 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -4054444.000000 Penalty: 3155.553223
	Iteration 4Q: 3 clusters Score -4054444 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -4055550.500000 Penalty: 3155.553223
	Iteration 5Q: 3 clusters Score -4055550 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -4056850.500000 Penalty: 3155.553223
	Iteration 6F: 3 clusters Score -4056850 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -4058551.750000 Penalty: 3155.553223
	Iteration 7F: 3 clusters Score -4058552 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -4060377.250000 Penalty: 3155.553223
	Iteration 8F: 3 clusters Score -4060377 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -4062112.000000 Penalty: 3155.553223
	Iteration 9F: 3 clusters Score -4062112 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -4063449.750000 Penalty: 3155.553223
	Iteration 10F: 3 clusters Score -4063450 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -4064116.000000 Penalty: 3155.553223
	Iteration 11Q: 3 clusters Score -4064116 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -4064458.750000 Penalty: 3155.553223
	Iteration 12Q: 3 clusters Score -4064459 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -4064626.000000 Penalty: 3155.553223
	Iteration 13Q: 3 clusters Score -4064626 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -4064772.500000 Penalty: 3155.553223
	Iteration 14Q: 3 clusters Score -4064772 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -4064901.500000 Penalty: 3155.553223
	Iteration 15Q: 3 clusters Score -4064902 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24338 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -4065000.500000 Penalty: 3155.553223
	Iteration 16Q: 3 clusters Score -4065000 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -4065083.250000 Penalty: 3155.553223
	Iteration 17Q: 3 clusters Score -4065083 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25014 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -4065165.500000 Penalty: 3155.553223
	Iteration 18Q: 3 clusters Score -4065166 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25334 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -4065248.250000 Penalty: 3155.553223
	Iteration 19Q: 3 clusters Score -4065248 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -4065328.750000 Penalty: 3155.553223
	Iteration 20F: 3 clusters Score -4065329 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -4065414.250000 Penalty: 3155.553223
	Iteration 21Q: 3 clusters Score -4065414 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26247 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -4065489.750000 Penalty: 3155.553223
	Iteration 22Q: 3 clusters Score -4065490 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26543 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -4065534.750000 Penalty: 3155.553223
	Iteration 23Q: 3 clusters Score -4065535 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26840 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -4065596.000000 Penalty: 3155.553223
	Iteration 24Q: 3 clusters Score -4065596 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27117 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -4065655.250000 Penalty: 3155.553223
	Iteration 25Q: 3 clusters Score -4065655 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27388 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -4065712.000000 Penalty: 3155.553223
	Iteration 26Q: 3 clusters Score -4065712 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27651 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -4065769.250000 Penalty: 3155.553223
	Iteration 27Q: 3 clusters Score -4065769 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27908 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -4065838.000000 Penalty: 3155.553223
	Iteration 28Q: 3 clusters Score -4065838 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28182 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -4065885.750000 Penalty: 3155.553223
	Iteration 29Q: 3 clusters Score -4065886 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28477 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -4065950.750000 Penalty: 3155.553223
	Iteration 30Q: 3 clusters Score -4065951 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28801 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -4066026.500000 Penalty: 3155.553223
	Iteration 31Q: 3 clusters Score -4066026 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29114 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -4066100.750000 Penalty: 3155.553223
	Iteration 32Q: 3 clusters Score -4066101 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -4066155.250000 Penalty: 3155.553223
	Iteration 33Q: 3 clusters Score -4066155 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29697 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -4066208.000000 Penalty: 3155.553223
	Iteration 34Q: 3 clusters Score -4066208 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29950 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -4066269.750000 Penalty: 3155.553223
	Iteration 35Q: 3 clusters Score -4066270 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30215 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -4066319.750000 Penalty: 3155.553223
	Iteration 36Q: 3 clusters Score -4066320 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30463 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -4066363.000000 Penalty: 3155.553223
	Iteration 37Q: 3 clusters Score -4066363 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30702 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -4066404.750000 Penalty: 3155.553223
	Iteration 38Q: 3 clusters Score -4066405 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30952 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -4066455.750000 Penalty: 3155.553223
	Iteration 39Q: 3 clusters Score -4066456 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31184 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -4066504.000000 Penalty: 3155.553223
	Iteration 40F: 3 clusters Score -4066504 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31430 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -4066538.250000 Penalty: 3155.553223
	Iteration 41Q: 3 clusters Score -4066538 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31686 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -4066596.750000 Penalty: 3155.553223
	Iteration 42Q: 3 clusters Score -4066597 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31921 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -4066642.750000 Penalty: 3155.553223
	Iteration 43Q: 3 clusters Score -4066643 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32133 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -4066683.750000 Penalty: 3155.553223
	Iteration 44Q: 3 clusters Score -4066684 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32320 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -4066720.750000 Penalty: 3155.553223
	Iteration 45Q: 3 clusters Score -4066721 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32495 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -4066739.500000 Penalty: 3155.553223
	Iteration 46Q: 3 clusters Score -4066740 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32664 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -4066783.000000 Penalty: 3155.553223
	Iteration 47Q: 3 clusters Score -4066783 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32800 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -4066823.750000 Penalty: 3155.553223
	Iteration 48Q: 3 clusters Score -4066824 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32914 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4066834 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33018 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4066840 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33127 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4066857 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33238 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4066870 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33337 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -4066883.000000 Penalty: 3155.553223
	Iteration 53Q: 3 clusters Score -4066883 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33426 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4066882 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33516 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -4066915.750000 Penalty: 3155.553223
	Iteration 55Q: 3 clusters Score -4066916 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33610 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -4066932.750000 Penalty: 3155.553223
	Iteration 56Q: 3 clusters Score -4066933 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33694 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -4066956.000000 Penalty: 3155.553223
	Iteration 57Q: 3 clusters Score -4066956 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33780 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4066965 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33855 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -4066977.000000 Penalty: 3155.553223
	Iteration 59Q: 3 clusters Score -4066977 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33934 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -4066980.750000 Penalty: 3155.553223
	Iteration 60F: 3 clusters Score -4066981 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34008 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -4066984.500000 Penalty: 3155.553223
	Iteration 61Q: 3 clusters Score -4066984 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34059 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -4066990.250000 Penalty: 3155.553223
	Iteration 62Q: 3 clusters Score -4066990 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34105 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -4066996.500000 Penalty: 3155.553223
	Iteration 63Q: 3 clusters Score -4066996 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34155 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -4066996.500000 Penalty: 3155.553223
	Iteration 64Q: 3 clusters Score -4066996 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34208 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -4067009.000000 Penalty: 3155.553223
	Iteration 65Q: 3 clusters Score -4067009 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34255 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -4067004.250000 Penalty: 3155.553223
	Iteration 66Q: 3 clusters Score -4067004 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34300 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -4067007.000000 Penalty: 3155.553223
	Iteration 67Q: 3 clusters Score -4067007 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34343 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -4067017.500000 Penalty: 3155.553223
	Iteration 68Q: 3 clusters Score -4067018 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34380 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -4067024.250000 Penalty: 3155.553223
	Iteration 69Q: 3 clusters Score -4067024 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34420 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -4067032.250000 Penalty: 3155.553223
	Iteration 70Q: 3 clusters Score -4067032 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34463 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -4067040.750000 Penalty: 3155.553223
	Iteration 71Q: 3 clusters Score -4067041 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34500 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -4067043.000000 Penalty: 3155.553223
	Iteration 72Q: 3 clusters Score -4067043 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34536 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -4067044.500000 Penalty: 3155.553223
	Iteration 73Q: 3 clusters Score -4067044 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34580 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -4067046.250000 Penalty: 3155.553223
	Iteration 74Q: 3 clusters Score -4067046 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34621 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -4067056.250000 Penalty: 3155.553223
	Iteration 75Q: 3 clusters Score -4067056 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34658 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4067058 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34704 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4067072 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34741 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -4067079.000000 Penalty: 3155.553223
	Iteration 78Q: 3 clusters Score -4067079 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34782 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4067075 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34822 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -4067085.000000 Penalty: 3155.553223
	Iteration 80F: 3 clusters Score -4067085 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34871 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -4067090.250000 Penalty: 3155.553223
	Iteration 81Q: 3 clusters Score -4067090 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34913 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -4067093.750000 Penalty: 3155.553223
	Iteration 82Q: 3 clusters Score -4067094 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34966 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -4067099.500000 Penalty: 3155.553223
	Iteration 83Q: 3 clusters Score -4067100 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35020 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -4067111.250000 Penalty: 3155.553223
	Iteration 84Q: 3 clusters Score -4067111 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35073 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -4067112.750000 Penalty: 3155.553223
	Iteration 85Q: 3 clusters Score -4067113 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35115 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -4067118.000000 Penalty: 3155.553223
	Iteration 86Q: 3 clusters Score -4067118 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35149 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -4067125.750000 Penalty: 3155.553223
	Iteration 87Q: 3 clusters Score -4067126 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35177 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -4067135.000000 Penalty: 3155.553223
	Iteration 88Q: 3 clusters Score -4067135 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35197 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -4067136.000000 Penalty: 3155.553223
	Iteration 89Q: 3 clusters Score -4067136 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35223 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -4067139.000000 Penalty: 3155.553223
	Iteration 90Q: 3 clusters Score -4067139 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35245 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -4067143.250000 Penalty: 3155.553223
	Iteration 91Q: 3 clusters Score -4067143 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35271 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -4067140.000000 Penalty: 3155.553223
	Iteration 92Q: 3 clusters Score -4067140 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35293 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -4067136.500000 Penalty: 3155.553223
	Iteration 93Q: 3 clusters Score -4067136 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35320 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -4067134.250000 Penalty: 3155.553223
	Iteration 94Q: 3 clusters Score -4067134 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35338 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -4067142.750000 Penalty: 3155.553223
	Iteration 95Q: 3 clusters Score -4067143 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35356 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -4067141.750000 Penalty: 3155.553223
	Iteration 96Q: 3 clusters Score -4067142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35368 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -4067146.500000 Penalty: 3155.553223
	Iteration 97Q: 3 clusters Score -4067146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35382 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -4067143.750000 Penalty: 3155.553223
	Iteration 98Q: 3 clusters Score -4067144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35394 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -4067150.000000 Penalty: 3155.553223
	Iteration 99Q: 3 clusters Score -4067150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35399 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -4067146.500000 Penalty: 3155.553223
	Iteration 100F: 3 clusters Score -4067146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35405 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -4067147.500000 Penalty: 3155.553223
	Iteration 101Q: 3 clusters Score -4067148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35413 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -4067150.500000 Penalty: 3155.553223
	Iteration 102Q: 3 clusters Score -4067150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35420 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -4067148.500000 Penalty: 3155.553223
	Iteration 103Q: 3 clusters Score -4067148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35432 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -4067157.500000 Penalty: 3155.553223
	Iteration 104Q: 3 clusters Score -4067158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35439 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -4067160.250000 Penalty: 3155.553223
	Iteration 105Q: 3 clusters Score -4067160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35447 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -4067161.500000 Penalty: 3155.553223
	Iteration 106Q: 3 clusters Score -4067162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35452 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -4067164.500000 Penalty: 3155.553223
	Iteration 107Q: 3 clusters Score -4067164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35455 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -4067163.250000 Penalty: 3155.553223
	Iteration 108Q: 3 clusters Score -4067163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35456 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -4067164.000000 Penalty: 3155.553223
	Iteration 109Q: 3 clusters Score -4067164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35458 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -4067163.750000 Penalty: 3155.553223
	Iteration 110Q: 3 clusters Score -4067164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35462 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -4067165.750000 Penalty: 3155.553223
	Iteration 111Q: 3 clusters Score -4067166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35466 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -4067169.750000 Penalty: 3155.553223
	Iteration 112Q: 3 clusters Score -4067170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35471 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -4067166.750000 Penalty: 3155.553223
	Iteration 113Q: 3 clusters Score -4067167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35473 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -4067167.250000 Penalty: 3155.553223
	Iteration 114Q: 3 clusters Score -4067167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35477 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -4067170.000000 Penalty: 3155.553223
	Iteration 115Q: 3 clusters Score -4067170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35481 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -4067175.250000 Penalty: 3155.553223
	Iteration 116Q: 3 clusters Score -4067175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35484 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -4067171.750000 Penalty: 3155.553223
	Iteration 117Q: 3 clusters Score -4067172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35487 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -4067173.500000 Penalty: 3155.553223
	Iteration 118Q: 3 clusters Score -4067174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35489 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -4067175.750000 Penalty: 3155.553223
	Iteration 119Q: 3 clusters Score -4067176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35495 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -4067175.250000 Penalty: 3155.553223
	Iteration 120F: 3 clusters Score -4067175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35503 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -4067173.250000 Penalty: 3155.553223
	Iteration 121Q: 3 clusters Score -4067173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35508 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -4067173.250000 Penalty: 3155.553223
	Iteration 122Q: 3 clusters Score -4067173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35514 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -4067172.000000 Penalty: 3155.553223
	Iteration 123Q: 3 clusters Score -4067172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35521 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -4067166.250000 Penalty: 3155.553223
	Iteration 124Q: 3 clusters Score -4067166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35528 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -4067165.750000 Penalty: 3155.553223
	Iteration 125Q: 3 clusters Score -4067166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35534 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -4067162.500000 Penalty: 3155.553223
	Iteration 126Q: 3 clusters Score -4067162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35538 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -4067160.000000 Penalty: 3155.553223
	Iteration 127Q: 3 clusters Score -4067160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35539 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -4067159.500000 Penalty: 3155.553223
	Iteration 128Q: 3 clusters Score -4067160 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35539 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -4067159.500000 Penalty: 3155.553223
	Iteration 129F: 3 clusters Score -4067160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8405 members 
Entering Unmasked Estep 
Score: -870474.000000 Penalty: 1344.643433
	Iteration 0F: 2 clusters Score -870474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -864724.000000 Penalty: 2689.286865
	Iteration 0F: 3 clusters Score -864724 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -866583.8 nChanged 580
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -866882.250000 Penalty: 2689.286865
	Iteration 2F: 3 clusters Score -866882.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -867114.500000 Penalty: 2689.286865
	Iteration 3F: 3 clusters Score -867114.5 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -867297.687500 Penalty: 2689.286865
	Iteration 4Q: 3 clusters Score -867297.7 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -867473.375000 Penalty: 2689.286865
	Iteration 5Q: 3 clusters Score -867473.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -867604.500000 Penalty: 2689.286865
	Iteration 6Q: 3 clusters Score -867604.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -867732.250000 Penalty: 2689.286865
	Iteration 7Q: 3 clusters Score -867732.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -867862.125000 Penalty: 2689.286865
	Iteration 8Q: 3 clusters Score -867862.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -867976.312500 Penalty: 2689.286865
	Iteration 9Q: 3 clusters Score -867976.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -868095.125000 Penalty: 2689.286865
	Iteration 10Q: 3 clusters Score -868095.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -868247.000000 Penalty: 2689.286865
	Iteration 11Q: 3 clusters Score -868247 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -868413.937500 Penalty: 2689.286865
	Iteration 12Q: 3 clusters Score -868413.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -868607.000000 Penalty: 2689.286865
	Iteration 13Q: 3 clusters Score -868607 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -868799.625000 Penalty: 2689.286865
	Iteration 14Q: 3 clusters Score -868799.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -868980.437500 Penalty: 2689.286865
	Iteration 15Q: 3 clusters Score -868980.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -869097.625000 Penalty: 2689.286865
	Iteration 16Q: 3 clusters Score -869097.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -869200.812500 Penalty: 2689.286865
	Iteration 17Q: 3 clusters Score -869200.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -869266.875000 Penalty: 2689.286865
	Iteration 18Q: 3 clusters Score -869266.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -869309.750000 Penalty: 2689.286865
	Iteration 19Q: 3 clusters Score -869309.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -869338.937500 Penalty: 2689.286865
	Iteration 20F: 3 clusters Score -869338.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -869351.375000 Penalty: 2689.286865
	Iteration 21Q: 3 clusters Score -869351.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -869370.812500 Penalty: 2689.286865
	Iteration 22Q: 3 clusters Score -869370.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -869379.250000 Penalty: 2689.286865
	Iteration 23Q: 3 clusters Score -869379.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -869390.750000 Penalty: 2689.286865
	Iteration 24Q: 3 clusters Score -869390.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -869397.812500 Penalty: 2689.286865
	Iteration 25Q: 3 clusters Score -869397.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -869406.437500 Penalty: 2689.286865
	Iteration 26Q: 3 clusters Score -869406.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -869413.312500 Penalty: 2689.286865
	Iteration 27Q: 3 clusters Score -869413.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -869419.187500 Penalty: 2689.286865
	Iteration 28Q: 3 clusters Score -869419.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -869423.000000 Penalty: 2689.286865
	Iteration 29Q: 3 clusters Score -869423 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -869430.375000 Penalty: 2689.286865
	Iteration 30Q: 3 clusters Score -869430.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -869433.687500 Penalty: 2689.286865
	Iteration 31Q: 3 clusters Score -869433.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -869433.937500 Penalty: 2689.286865
	Iteration 32Q: 3 clusters Score -869433.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -869436.437500 Penalty: 2689.286865
	Iteration 33Q: 3 clusters Score -869436.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -869437.812500 Penalty: 2689.286865
	Iteration 34Q: 3 clusters Score -869437.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -869442.125000 Penalty: 2689.286865
	Iteration 35Q: 3 clusters Score -869442.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -869444.562500 Penalty: 2689.286865
	Iteration 36Q: 3 clusters Score -869444.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -869443.875000 Penalty: 2689.286865
	Iteration 37Q: 3 clusters Score -869443.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -869448.312500 Penalty: 2689.286865
	Iteration 38Q: 3 clusters Score -869448.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -869448.562500 Penalty: 2689.286865
	Iteration 39Q: 3 clusters Score -869448.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -869448.812500 Penalty: 2689.286865
	Iteration 40F: 3 clusters Score -869448.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -869453.062500 Penalty: 2689.286865
	Iteration 41Q: 3 clusters Score -869453.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -869452.812500 Penalty: 2689.286865
	Iteration 42Q: 3 clusters Score -869452.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -869452.937500 Penalty: 2689.286865
	Iteration 43Q: 3 clusters Score -869452.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -869455.437500 Penalty: 2689.286865
	Iteration 44Q: 3 clusters Score -869455.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -869454.875000 Penalty: 2689.286865
	Iteration 45Q: 3 clusters Score -869454.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -869454.875000 Penalty: 2689.286865
	Iteration 46Q: 3 clusters Score -869454.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -869458.312500 Penalty: 2689.286865
	Iteration 47Q: 3 clusters Score -869458.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -869458.125000 Penalty: 2689.286865
	Iteration 48Q: 3 clusters Score -869458.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -869461.375000 Penalty: 2689.286865
	Iteration 49Q: 3 clusters Score -869461.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -869463.125000 Penalty: 2689.286865
	Iteration 50Q: 3 clusters Score -869463.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -869463.812500 Penalty: 2689.286865
	Iteration 51Q: 3 clusters Score -869463.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -869466.437500 Penalty: 2689.286865
	Iteration 52Q: 3 clusters Score -869466.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -869465.750000 Penalty: 2689.286865
	Iteration 53Q: 3 clusters Score -869465.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -869464.250000 Penalty: 2689.286865
	Iteration 54Q: 3 clusters Score -869464.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -869465.375000 Penalty: 2689.286865
	Iteration 55Q: 3 clusters Score -869465.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -869466.312500 Penalty: 2689.286865
	Iteration 56Q: 3 clusters Score -869466.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -869466.625000 Penalty: 2689.286865
	Iteration 57Q: 3 clusters Score -869466.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -869466.625000 Penalty: 2689.286865
	Iteration 58F: 3 clusters Score -869466.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (20163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Entering Unmasked Estep 
Score: -1938778.750000 Penalty: 1474.846802
	Iteration 0F: 2 clusters Score -1938779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -1925580.875000 Penalty: 2949.693604
	Iteration 0F: 3 clusters Score -1925581 nChanged 8895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -1930586.500000 Penalty: 2949.693604
	Iteration 1F: 3 clusters Score -1930586 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1931078.750000 Penalty: 2949.693604
	Iteration 2F: 3 clusters Score -1931079 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1931551.875000 Penalty: 2949.693604
	Iteration 3Q: 3 clusters Score -1931552 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1932047.000000 Penalty: 2949.693604
	Iteration 4Q: 3 clusters Score -1932047 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1932547.500000 Penalty: 2949.693604
	Iteration 5Q: 3 clusters Score -1932548 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1933061.875000 Penalty: 2949.693604
	Iteration 6Q: 3 clusters Score -1933062 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1933566.875000 Penalty: 2949.693604
	Iteration 7Q: 3 clusters Score -1933567 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -1934070.250000 Penalty: 2949.693604
	Iteration 8Q: 3 clusters Score -1934070 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -1934545.000000 Penalty: 2949.693604
	Iteration 9Q: 3 clusters Score -1934545 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -1935023.625000 Penalty: 2949.693604
	Iteration 10Q: 3 clusters Score -1935024 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -1935377.375000 Penalty: 2949.693604
	Iteration 11Q: 3 clusters Score -1935377 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -1935667.125000 Penalty: 2949.693604
	Iteration 12Q: 3 clusters Score -1935667 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -1935888.625000 Penalty: 2949.693604
	Iteration 13Q: 3 clusters Score -1935889 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -1936069.250000 Penalty: 2949.693604
	Iteration 14Q: 3 clusters Score -1936069 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -1936216.625000 Penalty: 2949.693604
	Iteration 15Q: 3 clusters Score -1936217 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -1936345.250000 Penalty: 2949.693604
	Iteration 16Q: 3 clusters Score -1936345 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -1936487.250000 Penalty: 2949.693604
	Iteration 17Q: 3 clusters Score -1936487 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -1936641.750000 Penalty: 2949.693604
	Iteration 18Q: 3 clusters Score -1936642 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -1936781.875000 Penalty: 2949.693604
	Iteration 19Q: 3 clusters Score -1936782 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -1936937.875000 Penalty: 2949.693604
	Iteration 20F: 3 clusters Score -1936938 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -1937080.500000 Penalty: 2949.693604
	Iteration 21Q: 3 clusters Score -1937080 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -1937196.875000 Penalty: 2949.693604
	Iteration 22Q: 3 clusters Score -1937197 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -1937306.625000 Penalty: 2949.693604
	Iteration 23Q: 3 clusters Score -1937307 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -1937402.250000 Penalty: 2949.693604
	Iteration 24Q: 3 clusters Score -1937402 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -1937493.750000 Penalty: 2949.693604
	Iteration 25Q: 3 clusters Score -1937494 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -1937561.750000 Penalty: 2949.693604
	Iteration 26Q: 3 clusters Score -1937562 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -1937624.625000 Penalty: 2949.693604
	Iteration 27Q: 3 clusters Score -1937625 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -1937676.625000 Penalty: 2949.693604
	Iteration 28Q: 3 clusters Score -1937677 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -1937712.250000 Penalty: 2949.693604
	Iteration 29Q: 3 clusters Score -1937712 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -1937750.125000 Penalty: 2949.693604
	Iteration 30Q: 3 clusters Score -1937750 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -1937771.125000 Penalty: 2949.693604
	Iteration 31Q: 3 clusters Score -1937771 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -1937799.125000 Penalty: 2949.693604
	Iteration 32Q: 3 clusters Score -1937799 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -1937818.875000 Penalty: 2949.693604
	Iteration 33Q: 3 clusters Score -1937819 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -1937839.750000 Penalty: 2949.693604
	Iteration 34Q: 3 clusters Score -1937840 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -1937857.125000 Penalty: 2949.693604
	Iteration 35Q: 3 clusters Score -1937857 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -1937875.250000 Penalty: 2949.693604
	Iteration 36Q: 3 clusters Score -1937875 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -1937887.375000 Penalty: 2949.693604
	Iteration 37Q: 3 clusters Score -1937887 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -1937894.250000 Penalty: 2949.693604
	Iteration 38Q: 3 clusters Score -1937894 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -1937912.250000 Penalty: 2949.693604
	Iteration 39Q: 3 clusters Score -1937912 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -1937912.375000 Penalty: 2949.693604
	Iteration 40F: 3 clusters Score -1937912 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -1937921.500000 Penalty: 2949.693604
	Iteration 41Q: 3 clusters Score -1937922 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -1937924.375000 Penalty: 2949.693604
	Iteration 42Q: 3 clusters Score -1937924 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -1937932.500000 Penalty: 2949.693604
	Iteration 43Q: 3 clusters Score -1937932 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -1937940.375000 Penalty: 2949.693604
	Iteration 44Q: 3 clusters Score -1937940 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -1937952.625000 Penalty: 2949.693604
	Iteration 45Q: 3 clusters Score -1937953 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -1937961.500000 Penalty: 2949.693604
	Iteration 46Q: 3 clusters Score -1937962 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -1937967.750000 Penalty: 2949.693604
	Iteration 47Q: 3 clusters Score -1937968 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -1937969.750000 Penalty: 2949.693604
	Iteration 48Q: 3 clusters Score -1937970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -1937974.375000 Penalty: 2949.693604
	Iteration 49Q: 3 clusters Score -1937974 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -1937980.375000 Penalty: 2949.693604
	Iteration 50Q: 3 clusters Score -1937980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -1937979.750000 Penalty: 2949.693604
	Iteration 51Q: 3 clusters Score -1937980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -1937985.000000 Penalty: 2949.693604
	Iteration 52Q: 3 clusters Score -1937985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -1937984.750000 Penalty: 2949.693604
	Iteration 53Q: 3 clusters Score -1937985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -1937986.375000 Penalty: 2949.693604
	Iteration 54Q: 3 clusters Score -1937986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -1937986.875000 Penalty: 2949.693604
	Iteration 55Q: 3 clusters Score -1937987 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -1937990.125000 Penalty: 2949.693604
	Iteration 56Q: 3 clusters Score -1937990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -1937991.125000 Penalty: 2949.693604
	Iteration 57Q: 3 clusters Score -1937991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -1937993.750000 Penalty: 2949.693604
	Iteration 58Q: 3 clusters Score -1937994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -1937996.625000 Penalty: 2949.693604
	Iteration 59Q: 3 clusters Score -1937997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -1937996.500000 Penalty: 2949.693604
	Iteration 60F: 3 clusters Score -1937996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -1937998.000000 Penalty: 2949.693604
	Iteration 61Q: 3 clusters Score -1937998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -1937999.750000 Penalty: 2949.693604
	Iteration 62Q: 3 clusters Score -1938000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -1937997.750000 Penalty: 2949.693604
	Iteration 63Q: 3 clusters Score -1937998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -1937997.750000 Penalty: 2949.693604
	Iteration 64F: 3 clusters Score -1937998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (16350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Entering Unmasked Estep 
Score: -1713651.125000 Penalty: 1443.655151
	Iteration 0F: 2 clusters Score -1713651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1702835.500000 Penalty: 2887.310303
	Iteration 0F: 3 clusters Score -1702836 nChanged 7229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1706667.500000 Penalty: 2887.310303
	Iteration 1F: 3 clusters Score -1706668 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1707087.875000 Penalty: 2887.310303
	Iteration 2F: 3 clusters Score -1707088 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1707399.375000 Penalty: 2887.310303
	Iteration 3Q: 3 clusters Score -1707399 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1707655.625000 Penalty: 2887.310303
	Iteration 4Q: 3 clusters Score -1707656 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1707878.500000 Penalty: 2887.310303
	Iteration 5Q: 3 clusters Score -1707878 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1708097.375000 Penalty: 2887.310303
	Iteration 6Q: 3 clusters Score -1708097 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1708340.375000 Penalty: 2887.310303
	Iteration 7Q: 3 clusters Score -1708340 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1708591.625000 Penalty: 2887.310303
	Iteration 8Q: 3 clusters Score -1708592 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1708918.875000 Penalty: 2887.310303
	Iteration 9Q: 3 clusters Score -1708919 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1709254.250000 Penalty: 2887.310303
	Iteration 10Q: 3 clusters Score -1709254 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1709659.000000 Penalty: 2887.310303
	Iteration 11Q: 3 clusters Score -1709659 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1710082.250000 Penalty: 2887.310303
	Iteration 12Q: 3 clusters Score -1710082 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1710513.875000 Penalty: 2887.310303
	Iteration 13Q: 3 clusters Score -1710514 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1710892.625000 Penalty: 2887.310303
	Iteration 14Q: 3 clusters Score -1710893 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1711253.250000 Penalty: 2887.310303
	Iteration 15Q: 3 clusters Score -1711253 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1711586.875000 Penalty: 2887.310303
	Iteration 16Q: 3 clusters Score -1711587 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1711867.500000 Penalty: 2887.310303
	Iteration 17Q: 3 clusters Score -1711868 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1712082.375000 Penalty: 2887.310303
	Iteration 18Q: 3 clusters Score -1712082 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1712244.625000 Penalty: 2887.310303
	Iteration 19Q: 3 clusters Score -1712245 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1712368.000000 Penalty: 2887.310303
	Iteration 20F: 3 clusters Score -1712368 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1712452.875000 Penalty: 2887.310303
	Iteration 21Q: 3 clusters Score -1712453 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1712514.125000 Penalty: 2887.310303
	Iteration 22Q: 3 clusters Score -1712514 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1712567.875000 Penalty: 2887.310303
	Iteration 23Q: 3 clusters Score -1712568 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1712594.750000 Penalty: 2887.310303
	Iteration 24Q: 3 clusters Score -1712595 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1712610.750000 Penalty: 2887.310303
	Iteration 25Q: 3 clusters Score -1712611 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1712622.875000 Penalty: 2887.310303
	Iteration 26Q: 3 clusters Score -1712623 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1712639.125000 Penalty: 2887.310303
	Iteration 27Q: 3 clusters Score -1712639 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1712654.875000 Penalty: 2887.310303
	Iteration 28Q: 3 clusters Score -1712655 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1712677.000000 Penalty: 2887.310303
	Iteration 29Q: 3 clusters Score -1712677 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1712699.875000 Penalty: 2887.310303
	Iteration 30Q: 3 clusters Score -1712700 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1712712.500000 Penalty: 2887.310303
	Iteration 31Q: 3 clusters Score -1712712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1712718.000000 Penalty: 2887.310303
	Iteration 32Q: 3 clusters Score -1712718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1712722.375000 Penalty: 2887.310303
	Iteration 33Q: 3 clusters Score -1712722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1712724.500000 Penalty: 2887.310303
	Iteration 34Q: 3 clusters Score -1712724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1712725.125000 Penalty: 2887.310303
	Iteration 35Q: 3 clusters Score -1712725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1712730.375000 Penalty: 2887.310303
	Iteration 36Q: 3 clusters Score -1712730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1712734.500000 Penalty: 2887.310303
	Iteration 37Q: 3 clusters Score -1712734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1712737.375000 Penalty: 2887.310303
	Iteration 38Q: 3 clusters Score -1712737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1712741.625000 Penalty: 2887.310303
	Iteration 39Q: 3 clusters Score -1712742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1712743.500000 Penalty: 2887.310303
	Iteration 40F: 3 clusters Score -1712744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1712745.625000 Penalty: 2887.310303
	Iteration 41Q: 3 clusters Score -1712746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1712745.625000 Penalty: 2887.310303
	Iteration 42F: 3 clusters Score -1712746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (38076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38076 members 
Entering Unmasked Estep 
Score: -3953662.250000 Penalty: 1569.444092
	Iteration 0F: 2 clusters Score -3953662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -3928882.250000 Penalty: 3138.888184
	Iteration 0F: 3 clusters Score -3928882 nChanged 17336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -3938733.500000 Penalty: 3138.888184
	Iteration 1F: 3 clusters Score -3938734 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -3939474.750000 Penalty: 3138.888184
	Iteration 2F: 3 clusters Score -3939475 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -3940309.000000 Penalty: 3138.888184
	Iteration 3F: 3 clusters Score -3940309 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -3941401.250000 Penalty: 3138.888184
	Iteration 4F: 3 clusters Score -3941401 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -3942806.250000 Penalty: 3138.888184
	Iteration 5F: 3 clusters Score -3942806 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -3944604.250000 Penalty: 3138.888184
	Iteration 6F: 3 clusters Score -3944604 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30018 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -3946459.500000 Penalty: 3138.888184
	Iteration 7F: 3 clusters Score -3946460 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32043 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -3948138.750000 Penalty: 3138.888184
	Iteration 8F: 3 clusters Score -3948139 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33704 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -3949492.000000 Penalty: 3138.888184
	Iteration 9Q: 3 clusters Score -3949492 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35014 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -3950563.500000 Penalty: 3138.888184
	Iteration 10Q: 3 clusters Score -3950564 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35944 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -3951331.000000 Penalty: 3138.888184
	Iteration 11Q: 3 clusters Score -3951331 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36500 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -3951785.500000 Penalty: 3138.888184
	Iteration 12Q: 3 clusters Score -3951786 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36850 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -3952044.750000 Penalty: 3138.888184
	Iteration 13Q: 3 clusters Score -3952045 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37061 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -3952218.250000 Penalty: 3138.888184
	Iteration 14Q: 3 clusters Score -3952218 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37186 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3952307.250000 Penalty: 3138.888184
	Iteration 15Q: 3 clusters Score -3952307 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37279 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -3952389.750000 Penalty: 3138.888184
	Iteration 16Q: 3 clusters Score -3952390 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37340 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -3952440.750000 Penalty: 3138.888184
	Iteration 17Q: 3 clusters Score -3952441 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37368 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -3952470.500000 Penalty: 3138.888184
	Iteration 18Q: 3 clusters Score -3952470 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37384 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -3952487.750000 Penalty: 3138.888184
	Iteration 19Q: 3 clusters Score -3952488 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37400 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -3952489.000000 Penalty: 3138.888184
	Iteration 20F: 3 clusters Score -3952489 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37415 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3952501.250000 Penalty: 3138.888184
	Iteration 21Q: 3 clusters Score -3952501 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37430 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -3952512.000000 Penalty: 3138.888184
	Iteration 22Q: 3 clusters Score -3952512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37440 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3952516.250000 Penalty: 3138.888184
	Iteration 23Q: 3 clusters Score -3952516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37449 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3952523.250000 Penalty: 3138.888184
	Iteration 24Q: 3 clusters Score -3952523 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37456 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3952532.250000 Penalty: 3138.888184
	Iteration 25Q: 3 clusters Score -3952532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37458 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3952531.500000 Penalty: 3138.888184
	Iteration 26Q: 3 clusters Score -3952532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37457 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3952530.750000 Penalty: 3138.888184
	Iteration 27Q: 3 clusters Score -3952531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37457 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3952533.500000 Penalty: 3138.888184
	Iteration 28Q: 3 clusters Score -3952534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37457 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3952537.750000 Penalty: 3138.888184
	Iteration 29Q: 3 clusters Score -3952538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37461 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -3952541.500000 Penalty: 3138.888184
	Iteration 30Q: 3 clusters Score -3952542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37464 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3952541.750000 Penalty: 3138.888184
	Iteration 31Q: 3 clusters Score -3952542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37471 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -3952548.250000 Penalty: 3138.888184
	Iteration 32Q: 3 clusters Score -3952548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37477 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -3952558.500000 Penalty: 3138.888184
	Iteration 33Q: 3 clusters Score -3952558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37478 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3952560.000000 Penalty: 3138.888184
	Iteration 34Q: 3 clusters Score -3952560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37480 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -3952559.750000 Penalty: 3138.888184
	Iteration 35Q: 3 clusters Score -3952560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37480 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -3952559.750000 Penalty: 3138.888184
	Iteration 36F: 3 clusters Score -3952560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Entering Unmasked Estep 
Score: -1187072.750000 Penalty: 1401.471680
	Iteration 0F: 2 clusters Score -1187073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1178775.000000 Penalty: 2802.943359
	Iteration 0F: 3 clusters Score -1178775 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1181848.375000 Penalty: 2802.943359
	Iteration 1F: 3 clusters Score -1181848 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1182483.000000 Penalty: 2802.943359
	Iteration 2F: 3 clusters Score -1182483 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1183146.000000 Penalty: 2802.943359
	Iteration 3F: 3 clusters Score -1183146 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1183847.500000 Penalty: 2802.943359
	Iteration 4F: 3 clusters Score -1183848 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1184538.125000 Penalty: 2802.943359
	Iteration 5F: 3 clusters Score -1184538 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1185124.625000 Penalty: 2802.943359
	Iteration 6F: 3 clusters Score -1185125 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1185531.875000 Penalty: 2802.943359
	Iteration 7F: 3 clusters Score -1185532 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1185799.625000 Penalty: 2802.943359
	Iteration 8Q: 3 clusters Score -1185800 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1185984.500000 Penalty: 2802.943359
	Iteration 9Q: 3 clusters Score -1185984 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1186123.625000 Penalty: 2802.943359
	Iteration 10Q: 3 clusters Score -1186124 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1186215.750000 Penalty: 2802.943359
	Iteration 11Q: 3 clusters Score -1186216 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1186277.125000 Penalty: 2802.943359
	Iteration 12Q: 3 clusters Score -1186277 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1186339.125000 Penalty: 2802.943359
	Iteration 13Q: 3 clusters Score -1186339 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1186390.875000 Penalty: 2802.943359
	Iteration 14Q: 3 clusters Score -1186391 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1186440.875000 Penalty: 2802.943359
	Iteration 15Q: 3 clusters Score -1186441 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1186489.875000 Penalty: 2802.943359
	Iteration 16Q: 3 clusters Score -1186490 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1186551.875000 Penalty: 2802.943359
	Iteration 17Q: 3 clusters Score -1186552 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1186614.250000 Penalty: 2802.943359
	Iteration 18Q: 3 clusters Score -1186614 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1186667.625000 Penalty: 2802.943359
	Iteration 19Q: 3 clusters Score -1186668 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1186721.125000 Penalty: 2802.943359
	Iteration 20F: 3 clusters Score -1186721 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1186780.000000 Penalty: 2802.943359
	Iteration 21Q: 3 clusters Score -1186780 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1186838.125000 Penalty: 2802.943359
	Iteration 22Q: 3 clusters Score -1186838 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1186889.875000 Penalty: 2802.943359
	Iteration 23Q: 3 clusters Score -1186890 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1186945.500000 Penalty: 2802.943359
	Iteration 24Q: 3 clusters Score -1186946 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1186996.375000 Penalty: 2802.943359
	Iteration 25Q: 3 clusters Score -1186996 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1187039.125000 Penalty: 2802.943359
	Iteration 26Q: 3 clusters Score -1187039 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1187076.375000 Penalty: 2802.943359
	Iteration 27Q: 3 clusters Score -1187076 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1187114.000000 Penalty: 2802.943359
	Iteration 28Q: 3 clusters Score -1187114 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1187159.750000 Penalty: 2802.943359
	Iteration 29Q: 3 clusters Score -1187160 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1187189.875000 Penalty: 2802.943359
	Iteration 30Q: 3 clusters Score -1187190 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1187222.750000 Penalty: 2802.943359
	Iteration 31Q: 3 clusters Score -1187223 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1187244.625000 Penalty: 2802.943359
	Iteration 32Q: 3 clusters Score -1187245 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1187266.125000 Penalty: 2802.943359
	Iteration 33Q: 3 clusters Score -1187266 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1187283.375000 Penalty: 2802.943359
	Iteration 34Q: 3 clusters Score -1187283 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1187313.000000 Penalty: 2802.943359
	Iteration 35Q: 3 clusters Score -1187313 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1187358.625000 Penalty: 2802.943359
	Iteration 36Q: 3 clusters Score -1187359 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1187398.625000 Penalty: 2802.943359
	Iteration 37Q: 3 clusters Score -1187399 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1187412.625000 Penalty: 2802.943359
	Iteration 38Q: 3 clusters Score -1187413 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1187419.125000 Penalty: 2802.943359
	Iteration 39Q: 3 clusters Score -1187419 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1187425.250000 Penalty: 2802.943359
	Iteration 40F: 3 clusters Score -1187425 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1187441.000000 Penalty: 2802.943359
	Iteration 41Q: 3 clusters Score -1187441 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1187454.500000 Penalty: 2802.943359
	Iteration 42Q: 3 clusters Score -1187454 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1187461.000000 Penalty: 2802.943359
	Iteration 43Q: 3 clusters Score -1187461 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1187469.000000 Penalty: 2802.943359
	Iteration 44Q: 3 clusters Score -1187469 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1187473.125000 Penalty: 2802.943359
	Iteration 45Q: 3 clusters Score -1187473 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1187476.000000 Penalty: 2802.943359
	Iteration 46Q: 3 clusters Score -1187476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1187479.625000 Penalty: 2802.943359
	Iteration 47Q: 3 clusters Score -1187480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1187482.875000 Penalty: 2802.943359
	Iteration 48Q: 3 clusters Score -1187483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1187484.125000 Penalty: 2802.943359
	Iteration 49Q: 3 clusters Score -1187484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1187486.375000 Penalty: 2802.943359
	Iteration 50Q: 3 clusters Score -1187486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1187488.375000 Penalty: 2802.943359
	Iteration 51Q: 3 clusters Score -1187488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1187488.625000 Penalty: 2802.943359
	Iteration 52Q: 3 clusters Score -1187489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1187489.250000 Penalty: 2802.943359
	Iteration 53Q: 3 clusters Score -1187489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -1187489.125000 Penalty: 2802.943359
	Iteration 54Q: 3 clusters Score -1187489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1187490.750000 Penalty: 2802.943359
	Iteration 55Q: 3 clusters Score -1187491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -1187490.500000 Penalty: 2802.943359
	Iteration 56Q: 3 clusters Score -1187490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -1187491.000000 Penalty: 2802.943359
	Iteration 57Q: 3 clusters Score -1187491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1187492.125000 Penalty: 2802.943359
	Iteration 58Q: 3 clusters Score -1187492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1187492.125000 Penalty: 2802.943359
	Iteration 59F: 3 clusters Score -1187492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106351 members 
Mstep: Class 3 contains 19617 members 
Mstep: Class 4 contains 36684 members 
Mstep: Class 5 contains 66730 members 
Mstep: Class 6 contains 115725 members 
Mstep: Class 7 contains 5526 members 
Mstep: Class 8 contains 14069 members 
Mstep: Class 9 contains 20272 members 
Mstep: Class 10 contains 23521 members 
Mstep: Class 11 contains 49809 members 
Mstep: Class 12 contains 4136 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 1745 members 
Mstep: Class 15 contains 5376 members 
Mstep: Class 16 contains 40269 members 
Mstep: Class 17 contains 8405 members 
Mstep: Class 18 contains 20163 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38076 members 
Mstep: Class 21 contains 1607 members 
Mstep: Class 22 contains 19762 members 
Mstep: Class 23 contains 13098 members 
Mstep: Class 24 contains 10372 members 
Mstep: Class 25 contains 2135 members 
Mstep: Class 26 contains 3391 members 
Mstep: Class 27 contains 23459 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10344 members 
Mstep: Class 30 contains 38717 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7485 members 
Mstep: Class 33 contains 20940 members 
Mstep: Class 34 contains 8784 members 
Mstep: Class 35 contains 19305 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 6120 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4891 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14382 members 
Mstep: Class 44 contains 3639 members 
Mstep: Class 45 contains 4130 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10907 members 
Mstep: Class 49 contains 10707 members 
Entering Unmasked Estep 
Score: -88130520.000000 Penalty: 99961.906250
Splitting cluster 21 changes total score from -88130696.000000 to -88130520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (19762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Entering Unmasked Estep 
Score: -2025094.500000 Penalty: 1471.857544
	Iteration 0F: 2 clusters Score -2025094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -2012009.750000 Penalty: 2943.715088
	Iteration 0F: 3 clusters Score -2012010 nChanged 8877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -2016908.375000 Penalty: 2943.715088
	Iteration 1F: 3 clusters Score -2016908 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -2017316.500000 Penalty: 2943.715088
	Iteration 2F: 3 clusters Score -2017316 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -2017704.875000 Penalty: 2943.715088
	Iteration 3Q: 3 clusters Score -2017705 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -2018117.125000 Penalty: 2943.715088
	Iteration 4Q: 3 clusters Score -2018117 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -2018579.625000 Penalty: 2943.715088
	Iteration 5Q: 3 clusters Score -2018580 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -2019090.000000 Penalty: 2943.715088
	Iteration 6Q: 3 clusters Score -2019090 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -2019687.875000 Penalty: 2943.715088
	Iteration 7Q: 3 clusters Score -2019688 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -2020404.375000 Penalty: 2943.715088
	Iteration 8Q: 3 clusters Score -2020404 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -2021180.875000 Penalty: 2943.715088
	Iteration 9F: 3 clusters Score -2021181 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -2021908.000000 Penalty: 2943.715088
	Iteration 10Q: 3 clusters Score -2021908 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -2022494.625000 Penalty: 2943.715088
	Iteration 11Q: 3 clusters Score -2022495 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -2022993.750000 Penalty: 2943.715088
	Iteration 12Q: 3 clusters Score -2022994 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -2023338.500000 Penalty: 2943.715088
	Iteration 13Q: 3 clusters Score -2023338 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -2023551.375000 Penalty: 2943.715088
	Iteration 14Q: 3 clusters Score -2023551 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -2023683.750000 Penalty: 2943.715088
	Iteration 15Q: 3 clusters Score -2023684 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -2023784.750000 Penalty: 2943.715088
	Iteration 16Q: 3 clusters Score -2023785 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -2023853.625000 Penalty: 2943.715088
	Iteration 17Q: 3 clusters Score -2023854 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -2023909.125000 Penalty: 2943.715088
	Iteration 18Q: 3 clusters Score -2023909 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -2023936.375000 Penalty: 2943.715088
	Iteration 19Q: 3 clusters Score -2023936 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -2023958.750000 Penalty: 2943.715088
	Iteration 20F: 3 clusters Score -2023959 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -2023981.250000 Penalty: 2943.715088
	Iteration 21Q: 3 clusters Score -2023981 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -2023997.625000 Penalty: 2943.715088
	Iteration 22Q: 3 clusters Score -2023998 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -2024009.500000 Penalty: 2943.715088
	Iteration 23Q: 3 clusters Score -2024010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -2024019.375000 Penalty: 2943.715088
	Iteration 24Q: 3 clusters Score -2024019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -2024022.500000 Penalty: 2943.715088
	Iteration 25Q: 3 clusters Score -2024022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -2024030.125000 Penalty: 2943.715088
	Iteration 26Q: 3 clusters Score -2024030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -2024036.000000 Penalty: 2943.715088
	Iteration 27Q: 3 clusters Score -2024036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -2024036.750000 Penalty: 2943.715088
	Iteration 28Q: 3 clusters Score -2024037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -2024036.500000 Penalty: 2943.715088
	Iteration 29Q: 3 clusters Score -2024036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -2024039.625000 Penalty: 2943.715088
	Iteration 30Q: 3 clusters Score -2024040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -2024045.125000 Penalty: 2943.715088
	Iteration 31Q: 3 clusters Score -2024045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -2024044.625000 Penalty: 2943.715088
	Iteration 32Q: 3 clusters Score -2024045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -2024046.875000 Penalty: 2943.715088
	Iteration 33Q: 3 clusters Score -2024047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -2024053.500000 Penalty: 2943.715088
	Iteration 34Q: 3 clusters Score -2024054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -2024055.125000 Penalty: 2943.715088
	Iteration 35Q: 3 clusters Score -2024055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -2024057.000000 Penalty: 2943.715088
	Iteration 36Q: 3 clusters Score -2024057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -2024059.250000 Penalty: 2943.715088
	Iteration 37Q: 3 clusters Score -2024059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -2024062.875000 Penalty: 2943.715088
	Iteration 38Q: 3 clusters Score -2024063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -2024066.750000 Penalty: 2943.715088
	Iteration 39Q: 3 clusters Score -2024067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -2024065.500000 Penalty: 2943.715088
	Iteration 40F: 3 clusters Score -2024066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -2024072.125000 Penalty: 2943.715088
	Iteration 41Q: 3 clusters Score -2024072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -2024074.250000 Penalty: 2943.715088
	Iteration 42Q: 3 clusters Score -2024074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -2024075.750000 Penalty: 2943.715088
	Iteration 43Q: 3 clusters Score -2024076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -2024077.875000 Penalty: 2943.715088
	Iteration 44Q: 3 clusters Score -2024078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -2024080.000000 Penalty: 2943.715088
	Iteration 45Q: 3 clusters Score -2024080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -2024080.000000 Penalty: 2943.715088
	Iteration 46Q: 3 clusters Score -2024080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -2024081.125000 Penalty: 2943.715088
	Iteration 47Q: 3 clusters Score -2024081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -2024080.250000 Penalty: 2943.715088
	Iteration 48Q: 3 clusters Score -2024080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -2024080.250000 Penalty: 2943.715088
	Iteration 49F: 3 clusters Score -2024080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Entering Unmasked Estep 
Score: -1321066.000000 Penalty: 1410.656006
	Iteration 0F: 2 clusters Score -1321066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1312275.250000 Penalty: 2821.312012
	Iteration 0F: 3 clusters Score -1312275 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1315154.125000 Penalty: 2821.312012
	Iteration 1F: 3 clusters Score -1315154 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1315517.750000 Penalty: 2821.312012
	Iteration 2F: 3 clusters Score -1315518 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1315815.625000 Penalty: 2821.312012
	Iteration 3F: 3 clusters Score -1315816 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1316071.875000 Penalty: 2821.312012
	Iteration 4Q: 3 clusters Score -1316072 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1316340.125000 Penalty: 2821.312012
	Iteration 5Q: 3 clusters Score -1316340 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1316604.375000 Penalty: 2821.312012
	Iteration 6Q: 3 clusters Score -1316604 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1316905.500000 Penalty: 2821.312012
	Iteration 7Q: 3 clusters Score -1316906 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1317228.875000 Penalty: 2821.312012
	Iteration 8Q: 3 clusters Score -1317229 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1317582.125000 Penalty: 2821.312012
	Iteration 9Q: 3 clusters Score -1317582 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1317883.250000 Penalty: 2821.312012
	Iteration 10Q: 3 clusters Score -1317883 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1318167.875000 Penalty: 2821.312012
	Iteration 11Q: 3 clusters Score -1318168 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1318395.250000 Penalty: 2821.312012
	Iteration 12Q: 3 clusters Score -1318395 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1318565.125000 Penalty: 2821.312012
	Iteration 13Q: 3 clusters Score -1318565 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1318699.500000 Penalty: 2821.312012
	Iteration 14Q: 3 clusters Score -1318700 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1318812.625000 Penalty: 2821.312012
	Iteration 15Q: 3 clusters Score -1318813 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1318896.625000 Penalty: 2821.312012
	Iteration 16Q: 3 clusters Score -1318897 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1318963.250000 Penalty: 2821.312012
	Iteration 17Q: 3 clusters Score -1318963 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1319010.250000 Penalty: 2821.312012
	Iteration 18Q: 3 clusters Score -1319010 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1319065.250000 Penalty: 2821.312012
	Iteration 19Q: 3 clusters Score -1319065 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1319118.750000 Penalty: 2821.312012
	Iteration 20F: 3 clusters Score -1319119 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1319171.375000 Penalty: 2821.312012
	Iteration 21Q: 3 clusters Score -1319171 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1319208.250000 Penalty: 2821.312012
	Iteration 22Q: 3 clusters Score -1319208 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1319257.000000 Penalty: 2821.312012
	Iteration 23Q: 3 clusters Score -1319257 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1319303.375000 Penalty: 2821.312012
	Iteration 24Q: 3 clusters Score -1319303 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1319354.375000 Penalty: 2821.312012
	Iteration 25Q: 3 clusters Score -1319354 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1319417.000000 Penalty: 2821.312012
	Iteration 26Q: 3 clusters Score -1319417 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1319483.875000 Penalty: 2821.312012
	Iteration 27Q: 3 clusters Score -1319484 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1319550.125000 Penalty: 2821.312012
	Iteration 28Q: 3 clusters Score -1319550 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1319625.625000 Penalty: 2821.312012
	Iteration 29Q: 3 clusters Score -1319626 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1319690.125000 Penalty: 2821.312012
	Iteration 30Q: 3 clusters Score -1319690 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1319733.875000 Penalty: 2821.312012
	Iteration 31Q: 3 clusters Score -1319734 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1319789.000000 Penalty: 2821.312012
	Iteration 32Q: 3 clusters Score -1319789 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1319838.750000 Penalty: 2821.312012
	Iteration 33Q: 3 clusters Score -1319839 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1319875.625000 Penalty: 2821.312012
	Iteration 34Q: 3 clusters Score -1319876 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1319908.875000 Penalty: 2821.312012
	Iteration 35Q: 3 clusters Score -1319909 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1319938.125000 Penalty: 2821.312012
	Iteration 36Q: 3 clusters Score -1319938 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1319966.000000 Penalty: 2821.312012
	Iteration 37Q: 3 clusters Score -1319966 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1319983.000000 Penalty: 2821.312012
	Iteration 38Q: 3 clusters Score -1319983 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1319998.750000 Penalty: 2821.312012
	Iteration 39Q: 3 clusters Score -1319999 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1320010.500000 Penalty: 2821.312012
	Iteration 40F: 3 clusters Score -1320010 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1320022.375000 Penalty: 2821.312012
	Iteration 41Q: 3 clusters Score -1320022 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1320031.375000 Penalty: 2821.312012
	Iteration 42Q: 3 clusters Score -1320031 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1320034.375000 Penalty: 2821.312012
	Iteration 43Q: 3 clusters Score -1320034 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1320039.000000 Penalty: 2821.312012
	Iteration 44Q: 3 clusters Score -1320039 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1320048.750000 Penalty: 2821.312012
	Iteration 45Q: 3 clusters Score -1320049 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -1320053.750000 Penalty: 2821.312012
	Iteration 46Q: 3 clusters Score -1320054 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1320055.625000 Penalty: 2821.312012
	Iteration 47Q: 3 clusters Score -1320056 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1320059.125000 Penalty: 2821.312012
	Iteration 48Q: 3 clusters Score -1320059 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -1320062.750000 Penalty: 2821.312012
	Iteration 49Q: 3 clusters Score -1320063 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1320069.250000 Penalty: 2821.312012
	Iteration 50Q: 3 clusters Score -1320069 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -1320068.125000 Penalty: 2821.312012
	Iteration 51Q: 3 clusters Score -1320068 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1320074.750000 Penalty: 2821.312012
	Iteration 52Q: 3 clusters Score -1320075 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1320082.625000 Penalty: 2821.312012
	Iteration 53Q: 3 clusters Score -1320083 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1320084.625000 Penalty: 2821.312012
	Iteration 54Q: 3 clusters Score -1320085 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -1320085.375000 Penalty: 2821.312012
	Iteration 55Q: 3 clusters Score -1320085 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1320089.500000 Penalty: 2821.312012
	Iteration 56Q: 3 clusters Score -1320090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1320090.125000 Penalty: 2821.312012
	Iteration 57Q: 3 clusters Score -1320090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1320094.375000 Penalty: 2821.312012
	Iteration 58Q: 3 clusters Score -1320094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1320093.000000 Penalty: 2821.312012
	Iteration 59Q: 3 clusters Score -1320093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1320095.000000 Penalty: 2821.312012
	Iteration 60F: 3 clusters Score -1320095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1320094.125000 Penalty: 2821.312012
	Iteration 61Q: 3 clusters Score -1320094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1320094.875000 Penalty: 2821.312012
	Iteration 62Q: 3 clusters Score -1320095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -1320094.125000 Penalty: 2821.312012
	Iteration 63Q: 3 clusters Score -1320094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1320093.625000 Penalty: 2821.312012
	Iteration 64Q: 3 clusters Score -1320094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1320093.750000 Penalty: 2821.312012
	Iteration 65Q: 3 clusters Score -1320094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1320099.250000 Penalty: 2821.312012
	Iteration 66Q: 3 clusters Score -1320099 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1320105.000000 Penalty: 2821.312012
	Iteration 67Q: 3 clusters Score -1320105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1320108.625000 Penalty: 2821.312012
	Iteration 68Q: 3 clusters Score -1320109 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -1320106.750000 Penalty: 2821.312012
	Iteration 69Q: 3 clusters Score -1320107 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1320109.250000 Penalty: 2821.312012
	Iteration 70Q: 3 clusters Score -1320109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1320108.625000 Penalty: 2821.312012
	Iteration 71Q: 3 clusters Score -1320109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -1320115.125000 Penalty: 2821.312012
	Iteration 72Q: 3 clusters Score -1320115 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -1320117.500000 Penalty: 2821.312012
	Iteration 73Q: 3 clusters Score -1320118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1320117.750000 Penalty: 2821.312012
	Iteration 74Q: 3 clusters Score -1320118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1320124.000000 Penalty: 2821.312012
	Iteration 75Q: 3 clusters Score -1320124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1320122.625000 Penalty: 2821.312012
	Iteration 76Q: 3 clusters Score -1320123 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1320122.250000 Penalty: 2821.312012
	Iteration 77Q: 3 clusters Score -1320122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1320125.125000 Penalty: 2821.312012
	Iteration 78Q: 3 clusters Score -1320125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1320128.125000 Penalty: 2821.312012
	Iteration 79Q: 3 clusters Score -1320128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1320125.875000 Penalty: 2821.312012
	Iteration 80F: 3 clusters Score -1320126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -1320126.875000 Penalty: 2821.312012
	Iteration 81Q: 3 clusters Score -1320127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1320126.875000 Penalty: 2821.312012
	Iteration 82Q: 3 clusters Score -1320127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1320126.750000 Penalty: 2821.312012
	Iteration 83Q: 3 clusters Score -1320127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1320126.750000 Penalty: 2821.312012
	Iteration 84F: 3 clusters Score -1320127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Entering Unmasked Estep 
Score: -1088386.875000 Penalty: 1375.933594
	Iteration 0F: 2 clusters Score -1088387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1081412.375000 Penalty: 2751.867188
	Iteration 0F: 3 clusters Score -1081412 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1083754.625000 Penalty: 2751.867188
	Iteration 1F: 3 clusters Score -1083755 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1084055.750000 Penalty: 2751.867188
	Iteration 2F: 3 clusters Score -1084056 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1084247.125000 Penalty: 2751.867188
	Iteration 3Q: 3 clusters Score -1084247 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1084392.750000 Penalty: 2751.867188
	Iteration 4Q: 3 clusters Score -1084393 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1084514.000000 Penalty: 2751.867188
	Iteration 5Q: 3 clusters Score -1084514 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1084620.000000 Penalty: 2751.867188
	Iteration 6Q: 3 clusters Score -1084620 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1084753.125000 Penalty: 2751.867188
	Iteration 7Q: 3 clusters Score -1084753 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1084878.875000 Penalty: 2751.867188
	Iteration 8Q: 3 clusters Score -1084879 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1085026.250000 Penalty: 2751.867188
	Iteration 9Q: 3 clusters Score -1085026 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1085225.875000 Penalty: 2751.867188
	Iteration 10Q: 3 clusters Score -1085226 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1085485.000000 Penalty: 2751.867188
	Iteration 11Q: 3 clusters Score -1085485 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1085790.000000 Penalty: 2751.867188
	Iteration 12Q: 3 clusters Score -1085790 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1086101.625000 Penalty: 2751.867188
	Iteration 13Q: 3 clusters Score -1086102 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1086352.750000 Penalty: 2751.867188
	Iteration 14Q: 3 clusters Score -1086353 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1086544.375000 Penalty: 2751.867188
	Iteration 15Q: 3 clusters Score -1086544 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1086707.375000 Penalty: 2751.867188
	Iteration 16Q: 3 clusters Score -1086707 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1086842.500000 Penalty: 2751.867188
	Iteration 17Q: 3 clusters Score -1086842 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1086948.250000 Penalty: 2751.867188
	Iteration 18Q: 3 clusters Score -1086948 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1087051.000000 Penalty: 2751.867188
	Iteration 19Q: 3 clusters Score -1087051 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1087115.375000 Penalty: 2751.867188
	Iteration 20F: 3 clusters Score -1087115 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1087164.625000 Penalty: 2751.867188
	Iteration 21Q: 3 clusters Score -1087165 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1087201.125000 Penalty: 2751.867188
	Iteration 22Q: 3 clusters Score -1087201 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1087220.000000 Penalty: 2751.867188
	Iteration 23Q: 3 clusters Score -1087220 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1087234.875000 Penalty: 2751.867188
	Iteration 24Q: 3 clusters Score -1087235 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1087252.875000 Penalty: 2751.867188
	Iteration 25Q: 3 clusters Score -1087253 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1087269.750000 Penalty: 2751.867188
	Iteration 26Q: 3 clusters Score -1087270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1087284.125000 Penalty: 2751.867188
	Iteration 27Q: 3 clusters Score -1087284 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1087300.375000 Penalty: 2751.867188
	Iteration 28Q: 3 clusters Score -1087300 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1087321.125000 Penalty: 2751.867188
	Iteration 29Q: 3 clusters Score -1087321 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1087331.625000 Penalty: 2751.867188
	Iteration 30Q: 3 clusters Score -1087332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1087336.750000 Penalty: 2751.867188
	Iteration 31Q: 3 clusters Score -1087337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1087342.000000 Penalty: 2751.867188
	Iteration 32Q: 3 clusters Score -1087342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1087342.875000 Penalty: 2751.867188
	Iteration 33Q: 3 clusters Score -1087343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1087346.750000 Penalty: 2751.867188
	Iteration 34Q: 3 clusters Score -1087347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1087348.375000 Penalty: 2751.867188
	Iteration 35Q: 3 clusters Score -1087348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1087348.875000 Penalty: 2751.867188
	Iteration 36Q: 3 clusters Score -1087349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1087349.625000 Penalty: 2751.867188
	Iteration 37Q: 3 clusters Score -1087350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1087350.625000 Penalty: 2751.867188
	Iteration 38Q: 3 clusters Score -1087351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1087351.375000 Penalty: 2751.867188
	Iteration 39Q: 3 clusters Score -1087351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1087352.750000 Penalty: 2751.867188
	Iteration 40F: 3 clusters Score -1087353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1087354.250000 Penalty: 2751.867188
	Iteration 41Q: 3 clusters Score -1087354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1087354.250000 Penalty: 2751.867188
	Iteration 42F: 3 clusters Score -1087354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Entering Unmasked Estep 
Score: -200894.703125 Penalty: 1140.733887
	Iteration 0F: 2 clusters Score -200894.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -198967.437500 Penalty: 2281.467773
	Iteration 0F: 3 clusters Score -198967.4 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -199564.765625 Penalty: 2281.467773
	Iteration 1F: 3 clusters Score -199564.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -199716.281250 Penalty: 2281.467773
	Iteration 2F: 3 clusters Score -199716.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -199807.265625 Penalty: 2281.467773
	Iteration 3F: 3 clusters Score -199807.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -199859.531250 Penalty: 2281.467773
	Iteration 4Q: 3 clusters Score -199859.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -199901.546875 Penalty: 2281.467773
	Iteration 5Q: 3 clusters Score -199901.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -199934.515625 Penalty: 2281.467773
	Iteration 6Q: 3 clusters Score -199934.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -199967.859375 Penalty: 2281.467773
	Iteration 7Q: 3 clusters Score -199967.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -199987.093750 Penalty: 2281.467773
	Iteration 8Q: 3 clusters Score -199987.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -199998.500000 Penalty: 2281.467773
	Iteration 9Q: 3 clusters Score -199998.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -200011.671875 Penalty: 2281.467773
	Iteration 10Q: 3 clusters Score -200011.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -200022.718750 Penalty: 2281.467773
	Iteration 11Q: 3 clusters Score -200022.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -200035.500000 Penalty: 2281.467773
	Iteration 12Q: 3 clusters Score -200035.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -200045.015625 Penalty: 2281.467773
	Iteration 13Q: 3 clusters Score -200045 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -200055.468750 Penalty: 2281.467773
	Iteration 14Q: 3 clusters Score -200055.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -200059.828125 Penalty: 2281.467773
	Iteration 15Q: 3 clusters Score -200059.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -200061.750000 Penalty: 2281.467773
	Iteration 16Q: 3 clusters Score -200061.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -200062.312500 Penalty: 2281.467773
	Iteration 17Q: 3 clusters Score -200062.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -200063.359375 Penalty: 2281.467773
	Iteration 18Q: 3 clusters Score -200063.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -200063.265625 Penalty: 2281.467773
	Iteration 19Q: 3 clusters Score -200063.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -200063.265625 Penalty: 2281.467773
	Iteration 20F: 3 clusters Score -200063.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Entering Unmasked Estep 
Score: -319726.406250 Penalty: 1209.577393
	Iteration 0F: 2 clusters Score -319726.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -317038.062500 Penalty: 2419.154785
	Iteration 0F: 3 clusters Score -317038.1 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -317808.781250 Penalty: 2419.154785
	Iteration 1F: 3 clusters Score -317808.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -318049.437500 Penalty: 2419.154785
	Iteration 2F: 3 clusters Score -318049.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -318221.562500 Penalty: 2419.154785
	Iteration 3F: 3 clusters Score -318221.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -318314.406250 Penalty: 2419.154785
	Iteration 4Q: 3 clusters Score -318314.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -318407.437500 Penalty: 2419.154785
	Iteration 5Q: 3 clusters Score -318407.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -318491.500000 Penalty: 2419.154785
	Iteration 6Q: 3 clusters Score -318491.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -318573.000000 Penalty: 2419.154785
	Iteration 7Q: 3 clusters Score -318573 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -318647.000000 Penalty: 2419.154785
	Iteration 8Q: 3 clusters Score -318647 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -318714.250000 Penalty: 2419.154785
	Iteration 9Q: 3 clusters Score -318714.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -318760.000000 Penalty: 2419.154785
	Iteration 10Q: 3 clusters Score -318760 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -318793.906250 Penalty: 2419.154785
	Iteration 11Q: 3 clusters Score -318793.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -318833.187500 Penalty: 2419.154785
	Iteration 12Q: 3 clusters Score -318833.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -318867.812500 Penalty: 2419.154785
	Iteration 13Q: 3 clusters Score -318867.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -318903.812500 Penalty: 2419.154785
	Iteration 14Q: 3 clusters Score -318903.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -318926.437500 Penalty: 2419.154785
	Iteration 15Q: 3 clusters Score -318926.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -318950.906250 Penalty: 2419.154785
	Iteration 16Q: 3 clusters Score -318950.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -318980.437500 Penalty: 2419.154785
	Iteration 17Q: 3 clusters Score -318980.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -319000.343750 Penalty: 2419.154785
	Iteration 18Q: 3 clusters Score -319000.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -319024.843750 Penalty: 2419.154785
	Iteration 19Q: 3 clusters Score -319024.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -319049.750000 Penalty: 2419.154785
	Iteration 20F: 3 clusters Score -319049.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -319073.218750 Penalty: 2419.154785
	Iteration 21Q: 3 clusters Score -319073.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -319095.125000 Penalty: 2419.154785
	Iteration 22Q: 3 clusters Score -319095.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -319118.250000 Penalty: 2419.154785
	Iteration 23Q: 3 clusters Score -319118.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -319133.500000 Penalty: 2419.154785
	Iteration 24Q: 3 clusters Score -319133.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -319146.312500 Penalty: 2419.154785
	Iteration 25Q: 3 clusters Score -319146.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -319155.156250 Penalty: 2419.154785
	Iteration 26Q: 3 clusters Score -319155.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -319166.250000 Penalty: 2419.154785
	Iteration 27Q: 3 clusters Score -319166.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -319177.593750 Penalty: 2419.154785
	Iteration 28Q: 3 clusters Score -319177.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -319189.906250 Penalty: 2419.154785
	Iteration 29Q: 3 clusters Score -319189.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -319201.562500 Penalty: 2419.154785
	Iteration 30Q: 3 clusters Score -319201.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -319212.093750 Penalty: 2419.154785
	Iteration 31Q: 3 clusters Score -319212.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -319221.875000 Penalty: 2419.154785
	Iteration 32Q: 3 clusters Score -319221.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -319232.031250 Penalty: 2419.154785
	Iteration 33Q: 3 clusters Score -319232 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -319241.375000 Penalty: 2419.154785
	Iteration 34Q: 3 clusters Score -319241.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -319251.937500 Penalty: 2419.154785
	Iteration 35Q: 3 clusters Score -319251.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -319258.343750 Penalty: 2419.154785
	Iteration 36Q: 3 clusters Score -319258.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -319262.187500 Penalty: 2419.154785
	Iteration 37Q: 3 clusters Score -319262.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -319264.406250 Penalty: 2419.154785
	Iteration 38Q: 3 clusters Score -319264.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -319268.375000 Penalty: 2419.154785
	Iteration 39Q: 3 clusters Score -319268.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -319270.281250 Penalty: 2419.154785
	Iteration 40F: 3 clusters Score -319270.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -319272.156250 Penalty: 2419.154785
	Iteration 41Q: 3 clusters Score -319272.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -319274.218750 Penalty: 2419.154785
	Iteration 42Q: 3 clusters Score -319274.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -319276.156250 Penalty: 2419.154785
	Iteration 43Q: 3 clusters Score -319276.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -319278.593750 Penalty: 2419.154785
	Iteration 44Q: 3 clusters Score -319278.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -319279.500000 Penalty: 2419.154785
	Iteration 45Q: 3 clusters Score -319279.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -319280.625000 Penalty: 2419.154785
	Iteration 46Q: 3 clusters Score -319280.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -319282.937500 Penalty: 2419.154785
	Iteration 47Q: 3 clusters Score -319282.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -319285.031250 Penalty: 2419.154785
	Iteration 48Q: 3 clusters Score -319285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -319286.562500 Penalty: 2419.154785
	Iteration 49Q: 3 clusters Score -319286.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -319287.156250 Penalty: 2419.154785
	Iteration 50Q: 3 clusters Score -319287.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -319288.593750 Penalty: 2419.154785
	Iteration 51Q: 3 clusters Score -319288.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -319289.812500 Penalty: 2419.154785
	Iteration 52Q: 3 clusters Score -319289.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -319290.343750 Penalty: 2419.154785
	Iteration 53Q: 3 clusters Score -319290.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -319290.281250 Penalty: 2419.154785
	Iteration 54Q: 3 clusters Score -319290.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -319291.125000 Penalty: 2419.154785
	Iteration 55Q: 3 clusters Score -319291.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -319291.750000 Penalty: 2419.154785
	Iteration 56Q: 3 clusters Score -319291.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -319292.031250 Penalty: 2419.154785
	Iteration 57Q: 3 clusters Score -319292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -319292.218750 Penalty: 2419.154785
	Iteration 58Q: 3 clusters Score -319292.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -319292.000000 Penalty: 2419.154785
	Iteration 59Q: 3 clusters Score -319292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -319292.000000 Penalty: 2419.154785
	Iteration 60F: 3 clusters Score -319292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (23459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Entering Unmasked Estep 
Score: -2465346.750000 Penalty: 1497.375854
	Iteration 0F: 2 clusters Score -2465347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -2450042.000000 Penalty: 2994.751709
	Iteration 0F: 3 clusters Score -2450042 nChanged 10391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -2455700.250000 Penalty: 2994.751709
	Iteration 1F: 3 clusters Score -2455700 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -2456194.750000 Penalty: 2994.751709
	Iteration 2F: 3 clusters Score -2456195 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -2456727.000000 Penalty: 2994.751709
	Iteration 3Q: 3 clusters Score -2456727 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -2457341.000000 Penalty: 2994.751709
	Iteration 4F: 3 clusters Score -2457341 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -2458167.250000 Penalty: 2994.751709
	Iteration 5F: 3 clusters Score -2458167 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -2459230.250000 Penalty: 2994.751709
	Iteration 6F: 3 clusters Score -2459230 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -2460425.750000 Penalty: 2994.751709
	Iteration 7F: 3 clusters Score -2460426 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -2461550.750000 Penalty: 2994.751709
	Iteration 8F: 3 clusters Score -2461551 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -2462444.250000 Penalty: 2994.751709
	Iteration 9Q: 3 clusters Score -2462444 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 21929 members 
Entering Unmasked Estep 
Score: -2463090.000000 Penalty: 2994.751709
	Iteration 10Q: 3 clusters Score -2463090 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -2463536.500000 Penalty: 2994.751709
	Iteration 11Q: 3 clusters Score -2463536 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -2463806.500000 Penalty: 2994.751709
	Iteration 12Q: 3 clusters Score -2463806 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -2463947.000000 Penalty: 2994.751709
	Iteration 13Q: 3 clusters Score -2463947 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 22991 members 
Entering Unmasked Estep 
Score: -2464031.000000 Penalty: 2994.751709
	Iteration 14Q: 3 clusters Score -2464031 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 23032 members 
Entering Unmasked Estep 
Score: -2464081.250000 Penalty: 2994.751709
	Iteration 15Q: 3 clusters Score -2464081 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -2464116.750000 Penalty: 2994.751709
	Iteration 16Q: 3 clusters Score -2464117 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -2464137.500000 Penalty: 2994.751709
	Iteration 17Q: 3 clusters Score -2464138 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -2464162.000000 Penalty: 2994.751709
	Iteration 18Q: 3 clusters Score -2464162 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -2464186.000000 Penalty: 2994.751709
	Iteration 19Q: 3 clusters Score -2464186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -2464209.750000 Penalty: 2994.751709
	Iteration 20F: 3 clusters Score -2464210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -2464210.500000 Penalty: 2994.751709
	Iteration 21Q: 3 clusters Score -2464210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -2464214.250000 Penalty: 2994.751709
	Iteration 22Q: 3 clusters Score -2464214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -2464218.500000 Penalty: 2994.751709
	Iteration 23Q: 3 clusters Score -2464218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -2464220.000000 Penalty: 2994.751709
	Iteration 24Q: 3 clusters Score -2464220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -2464220.250000 Penalty: 2994.751709
	Iteration 25Q: 3 clusters Score -2464220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -2464224.000000 Penalty: 2994.751709
	Iteration 26Q: 3 clusters Score -2464224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -2464225.500000 Penalty: 2994.751709
	Iteration 27Q: 3 clusters Score -2464226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -2464225.000000 Penalty: 2994.751709
	Iteration 28Q: 3 clusters Score -2464225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 23140 members 
Entering Unmasked Estep 
Score: -2464229.500000 Penalty: 2994.751709
	Iteration 29Q: 3 clusters Score -2464230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -2464229.250000 Penalty: 2994.751709
	Iteration 30Q: 3 clusters Score -2464229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -2464234.500000 Penalty: 2994.751709
	Iteration 31Q: 3 clusters Score -2464234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -2464236.250000 Penalty: 2994.751709
	Iteration 32Q: 3 clusters Score -2464236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -2464240.000000 Penalty: 2994.751709
	Iteration 33Q: 3 clusters Score -2464240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -2464240.000000 Penalty: 2994.751709
	Iteration 34F: 3 clusters Score -2464240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Entering Unmasked Estep 
Score: -290539.156250 Penalty: 1180.868652
	Iteration 0F: 2 clusters Score -290539.2 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 1371 members 
Entering Unmasked Estep 
Score: -288225.000000 Penalty: 2361.737305
	Iteration 0F: 3 clusters Score -288225 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -288798.812500 Penalty: 2361.737305
	Iteration 1F: 3 clusters Score -288798.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -288947.500000 Penalty: 2361.737305
	Iteration 2F: 3 clusters Score -288947.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -289023.812500 Penalty: 2361.737305
	Iteration 3Q: 3 clusters Score -289023.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -289083.343750 Penalty: 2361.737305
	Iteration 4Q: 3 clusters Score -289083.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -289135.250000 Penalty: 2361.737305
	Iteration 5Q: 3 clusters Score -289135.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -289164.468750 Penalty: 2361.737305
	Iteration 6Q: 3 clusters Score -289164.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -289186.812500 Penalty: 2361.737305
	Iteration 7Q: 3 clusters Score -289186.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -289209.031250 Penalty: 2361.737305
	Iteration 8Q: 3 clusters Score -289209 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -289228.156250 Penalty: 2361.737305
	Iteration 9Q: 3 clusters Score -289228.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -289243.781250 Penalty: 2361.737305
	Iteration 10Q: 3 clusters Score -289243.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -289254.906250 Penalty: 2361.737305
	Iteration 11Q: 3 clusters Score -289254.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -289259.156250 Penalty: 2361.737305
	Iteration 12Q: 3 clusters Score -289259.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -289265.593750 Penalty: 2361.737305
	Iteration 13Q: 3 clusters Score -289265.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -289270.656250 Penalty: 2361.737305
	Iteration 14Q: 3 clusters Score -289270.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -289276.781250 Penalty: 2361.737305
	Iteration 15Q: 3 clusters Score -289276.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -289284.843750 Penalty: 2361.737305
	Iteration 16Q: 3 clusters Score -289284.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -289289.750000 Penalty: 2361.737305
	Iteration 17Q: 3 clusters Score -289289.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -289296.843750 Penalty: 2361.737305
	Iteration 18Q: 3 clusters Score -289296.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -289302.281250 Penalty: 2361.737305
	Iteration 19Q: 3 clusters Score -289302.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -289306.156250 Penalty: 2361.737305
	Iteration 20F: 3 clusters Score -289306.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -289310.250000 Penalty: 2361.737305
	Iteration 21Q: 3 clusters Score -289310.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -289314.312500 Penalty: 2361.737305
	Iteration 22Q: 3 clusters Score -289314.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -289317.156250 Penalty: 2361.737305
	Iteration 23Q: 3 clusters Score -289317.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -289319.562500 Penalty: 2361.737305
	Iteration 24Q: 3 clusters Score -289319.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -289323.281250 Penalty: 2361.737305
	Iteration 25Q: 3 clusters Score -289323.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -289324.875000 Penalty: 2361.737305
	Iteration 26Q: 3 clusters Score -289324.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -289325.312500 Penalty: 2361.737305
	Iteration 27Q: 3 clusters Score -289325.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -289325.593750 Penalty: 2361.737305
	Iteration 28Q: 3 clusters Score -289325.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -289325.593750 Penalty: 2361.737305
	Iteration 29F: 3 clusters Score -289325.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Entering Unmasked Estep 
Score: -988164.625000 Penalty: 1375.531250
	Iteration 0F: 2 clusters Score -988164.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -981189.062500 Penalty: 2751.062500
	Iteration 0F: 3 clusters Score -981189.1 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -983519.812500 Penalty: 2751.062500
	Iteration 1F: 3 clusters Score -983519.8 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -983937.312500 Penalty: 2751.062500
	Iteration 2F: 3 clusters Score -983937.3 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -984301.750000 Penalty: 2751.062500
	Iteration 3F: 3 clusters Score -984301.8 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -984633.000000 Penalty: 2751.062500
	Iteration 4F: 3 clusters Score -984633 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -984948.375000 Penalty: 2751.062500
	Iteration 5Q: 3 clusters Score -984948.4 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -985235.937500 Penalty: 2751.062500
	Iteration 6Q: 3 clusters Score -985235.9 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -985530.937500 Penalty: 2751.062500
	Iteration 7Q: 3 clusters Score -985530.9 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -985830.687500 Penalty: 2751.062500
	Iteration 8Q: 3 clusters Score -985830.7 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -986064.625000 Penalty: 2751.062500
	Iteration 9Q: 3 clusters Score -986064.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -986250.125000 Penalty: 2751.062500
	Iteration 10Q: 3 clusters Score -986250.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -986398.875000 Penalty: 2751.062500
	Iteration 11Q: 3 clusters Score -986398.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -986527.875000 Penalty: 2751.062500
	Iteration 12Q: 3 clusters Score -986527.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -986653.875000 Penalty: 2751.062500
	Iteration 13Q: 3 clusters Score -986653.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -986758.187500 Penalty: 2751.062500
	Iteration 14Q: 3 clusters Score -986758.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -986849.562500 Penalty: 2751.062500
	Iteration 15Q: 3 clusters Score -986849.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -986907.375000 Penalty: 2751.062500
	Iteration 16Q: 3 clusters Score -986907.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -986964.875000 Penalty: 2751.062500
	Iteration 17Q: 3 clusters Score -986964.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -987004.062500 Penalty: 2751.062500
	Iteration 18Q: 3 clusters Score -987004.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -987034.687500 Penalty: 2751.062500
	Iteration 19Q: 3 clusters Score -987034.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -987054.687500 Penalty: 2751.062500
	Iteration 20F: 3 clusters Score -987054.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -987067.250000 Penalty: 2751.062500
	Iteration 21Q: 3 clusters Score -987067.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -987079.000000 Penalty: 2751.062500
	Iteration 22Q: 3 clusters Score -987079 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -987087.750000 Penalty: 2751.062500
	Iteration 23Q: 3 clusters Score -987087.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -987096.375000 Penalty: 2751.062500
	Iteration 24Q: 3 clusters Score -987096.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -987108.812500 Penalty: 2751.062500
	Iteration 25Q: 3 clusters Score -987108.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -987119.625000 Penalty: 2751.062500
	Iteration 26Q: 3 clusters Score -987119.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -987128.562500 Penalty: 2751.062500
	Iteration 27Q: 3 clusters Score -987128.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -987143.187500 Penalty: 2751.062500
	Iteration 28Q: 3 clusters Score -987143.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -987156.687500 Penalty: 2751.062500
	Iteration 29Q: 3 clusters Score -987156.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -987166.125000 Penalty: 2751.062500
	Iteration 30Q: 3 clusters Score -987166.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -987176.062500 Penalty: 2751.062500
	Iteration 31Q: 3 clusters Score -987176.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -987182.312500 Penalty: 2751.062500
	Iteration 32Q: 3 clusters Score -987182.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -987191.312500 Penalty: 2751.062500
	Iteration 33Q: 3 clusters Score -987191.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -987199.812500 Penalty: 2751.062500
	Iteration 34Q: 3 clusters Score -987199.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -987207.937500 Penalty: 2751.062500
	Iteration 35Q: 3 clusters Score -987207.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -987212.625000 Penalty: 2751.062500
	Iteration 36Q: 3 clusters Score -987212.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -987217.625000 Penalty: 2751.062500
	Iteration 37Q: 3 clusters Score -987217.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -987219.500000 Penalty: 2751.062500
	Iteration 38Q: 3 clusters Score -987219.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -987223.437500 Penalty: 2751.062500
	Iteration 39Q: 3 clusters Score -987223.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -987227.187500 Penalty: 2751.062500
	Iteration 40F: 3 clusters Score -987227.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -987227.375000 Penalty: 2751.062500
	Iteration 41Q: 3 clusters Score -987227.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -987229.187500 Penalty: 2751.062500
	Iteration 42Q: 3 clusters Score -987229.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -987227.437500 Penalty: 2751.062500
	Iteration 43Q: 3 clusters Score -987227.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -987228.687500 Penalty: 2751.062500
	Iteration 44Q: 3 clusters Score -987228.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -987232.937500 Penalty: 2751.062500
	Iteration 45Q: 3 clusters Score -987232.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -987235.812500 Penalty: 2751.062500
	Iteration 46Q: 3 clusters Score -987235.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -987237.812500 Penalty: 2751.062500
	Iteration 47Q: 3 clusters Score -987237.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -987237.562500 Penalty: 2751.062500
	Iteration 48Q: 3 clusters Score -987237.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -987240.750000 Penalty: 2751.062500
	Iteration 49Q: 3 clusters Score -987240.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -987239.687500 Penalty: 2751.062500
	Iteration 50Q: 3 clusters Score -987239.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -987242.500000 Penalty: 2751.062500
	Iteration 51Q: 3 clusters Score -987242.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -987243.687500 Penalty: 2751.062500
	Iteration 52Q: 3 clusters Score -987243.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -987244.562500 Penalty: 2751.062500
	Iteration 53Q: 3 clusters Score -987244.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -987244.625000 Penalty: 2751.062500
	Iteration 54Q: 3 clusters Score -987244.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -987245.687500 Penalty: 2751.062500
	Iteration 55Q: 3 clusters Score -987245.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -987246.500000 Penalty: 2751.062500
	Iteration 56Q: 3 clusters Score -987246.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -987246.687500 Penalty: 2751.062500
	Iteration 57Q: 3 clusters Score -987246.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -987246.250000 Penalty: 2751.062500
	Iteration 58Q: 3 clusters Score -987246.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -987246.250000 Penalty: 2751.062500
	Iteration 59F: 3 clusters Score -987246.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (38717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38717 members 
Entering Unmasked Estep 
Score: -3993393.750000 Penalty: 1571.928345
	Iteration 0F: 2 clusters Score -3993394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -3968337.750000 Penalty: 3143.856689
	Iteration 0F: 3 clusters Score -3968338 nChanged 17621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -3978390.750000 Penalty: 3143.856689
	Iteration 1F: 3 clusters Score -3978391 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -3979451.000000 Penalty: 3143.856689
	Iteration 2F: 3 clusters Score -3979451 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -3980697.000000 Penalty: 3143.856689
	Iteration 3F: 3 clusters Score -3980697 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
Score: -3982148.750000 Penalty: 3143.856689
	Iteration 4F: 3 clusters Score -3982149 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 25688 members 
Entering Unmasked Estep 
Score: -3983717.750000 Penalty: 3143.856689
	Iteration 5F: 3 clusters Score -3983718 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 27350 members 
Entering Unmasked Estep 
Score: -3985064.250000 Penalty: 3143.856689
	Iteration 6F: 3 clusters Score -3985064 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 28910 members 
Entering Unmasked Estep 
Score: -3986225.500000 Penalty: 3143.856689
	Iteration 7F: 3 clusters Score -3986226 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 30427 members 
Entering Unmasked Estep 
Score: -3987295.000000 Penalty: 3143.856689
	Iteration 8Q: 3 clusters Score -3987295 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 31828 members 
Entering Unmasked Estep 
Score: -3988234.750000 Penalty: 3143.856689
	Iteration 9Q: 3 clusters Score -3988235 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 33045 members 
Entering Unmasked Estep 
Score: -3989087.500000 Penalty: 3143.856689
	Iteration 10Q: 3 clusters Score -3989088 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 34124 members 
Entering Unmasked Estep 
Score: -3989851.750000 Penalty: 3143.856689
	Iteration 11Q: 3 clusters Score -3989852 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 34982 members 
Entering Unmasked Estep 
Score: -3990448.500000 Penalty: 3143.856689
	Iteration 12Q: 3 clusters Score -3990448 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 35639 members 
Entering Unmasked Estep 
Score: -3990865.000000 Penalty: 3143.856689
	Iteration 13Q: 3 clusters Score -3990865 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 36131 members 
Entering Unmasked Estep 
Score: -3991165.000000 Penalty: 3143.856689
	Iteration 14Q: 3 clusters Score -3991165 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 36535 members 
Entering Unmasked Estep 
Score: -3991411.250000 Penalty: 3143.856689
	Iteration 15Q: 3 clusters Score -3991411 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 36834 members 
Entering Unmasked Estep 
Score: -3991634.500000 Penalty: 3143.856689
	Iteration 16Q: 3 clusters Score -3991634 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 37059 members 
Entering Unmasked Estep 
Score: -3991759.500000 Penalty: 3143.856689
	Iteration 17Q: 3 clusters Score -3991760 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 37231 members 
Entering Unmasked Estep 
Score: -3991862.000000 Penalty: 3143.856689
	Iteration 18Q: 3 clusters Score -3991862 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 37338 members 
Entering Unmasked Estep 
Score: -3991938.500000 Penalty: 3143.856689
	Iteration 19Q: 3 clusters Score -3991938 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 37437 members 
Entering Unmasked Estep 
Score: -3991994.750000 Penalty: 3143.856689
	Iteration 20F: 3 clusters Score -3991995 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 37513 members 
Entering Unmasked Estep 
Score: -3992038.750000 Penalty: 3143.856689
	Iteration 21Q: 3 clusters Score -3992039 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 37597 members 
Entering Unmasked Estep 
Score: -3992074.000000 Penalty: 3143.856689
	Iteration 22Q: 3 clusters Score -3992074 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 37672 members 
Entering Unmasked Estep 
Score: -3992117.250000 Penalty: 3143.856689
	Iteration 23Q: 3 clusters Score -3992117 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 37734 members 
Entering Unmasked Estep 
Score: -3992161.750000 Penalty: 3143.856689
	Iteration 24Q: 3 clusters Score -3992162 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 37780 members 
Entering Unmasked Estep 
Score: -3992188.500000 Penalty: 3143.856689
	Iteration 25Q: 3 clusters Score -3992188 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 37812 members 
Entering Unmasked Estep 
Score: -3992209.750000 Penalty: 3143.856689
	Iteration 26Q: 3 clusters Score -3992210 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 37832 members 
Entering Unmasked Estep 
Score: -3992213.750000 Penalty: 3143.856689
	Iteration 27Q: 3 clusters Score -3992214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 37839 members 
Entering Unmasked Estep 
Score: -3992215.500000 Penalty: 3143.856689
	Iteration 28Q: 3 clusters Score -3992216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 37850 members 
Entering Unmasked Estep 
Score: -3992218.500000 Penalty: 3143.856689
	Iteration 29Q: 3 clusters Score -3992218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 37860 members 
Entering Unmasked Estep 
Score: -3992227.000000 Penalty: 3143.856689
	Iteration 30Q: 3 clusters Score -3992227 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 37869 members 
Entering Unmasked Estep 
Score: -3992224.000000 Penalty: 3143.856689
	Iteration 31Q: 3 clusters Score -3992224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 37872 members 
Entering Unmasked Estep 
Score: -3992227.500000 Penalty: 3143.856689
	Iteration 32Q: 3 clusters Score -3992228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 37875 members 
Entering Unmasked Estep 
Score: -3992232.750000 Penalty: 3143.856689
	Iteration 33Q: 3 clusters Score -3992233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 37875 members 
Entering Unmasked Estep 
Score: -3992230.250000 Penalty: 3143.856689
	Iteration 34Q: 3 clusters Score -3992230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 37875 members 
Entering Unmasked Estep 
Score: -3992228.000000 Penalty: 3143.856689
	Iteration 35Q: 3 clusters Score -3992228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 37876 members 
Entering Unmasked Estep 
Score: -3992225.000000 Penalty: 3143.856689
	Iteration 36Q: 3 clusters Score -3992225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 37876 members 
Entering Unmasked Estep 
Score: -3992225.000000 Penalty: 3143.856689
	Iteration 37F: 3 clusters Score -3992225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (17869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Entering Unmasked Estep 
Score: -1876486.750000 Penalty: 1456.874512
	Iteration 0F: 2 clusters Score -1876487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1864732.375000 Penalty: 2913.749023
	Iteration 0F: 3 clusters Score -1864732 nChanged 7850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1868910.875000 Penalty: 2913.749023
	Iteration 1F: 3 clusters Score -1868911 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1869357.375000 Penalty: 2913.749023
	Iteration 2F: 3 clusters Score -1869357 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1869759.375000 Penalty: 2913.749023
	Iteration 3F: 3 clusters Score -1869759 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1870206.250000 Penalty: 2913.749023
	Iteration 4F: 3 clusters Score -1870206 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1870756.875000 Penalty: 2913.749023
	Iteration 5F: 3 clusters Score -1870757 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1871420.875000 Penalty: 2913.749023
	Iteration 6F: 3 clusters Score -1871421 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1872183.625000 Penalty: 2913.749023
	Iteration 7F: 3 clusters Score -1872184 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1872977.375000 Penalty: 2913.749023
	Iteration 8F: 3 clusters Score -1872977 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1873672.125000 Penalty: 2913.749023
	Iteration 9F: 3 clusters Score -1873672 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1874249.875000 Penalty: 2913.749023
	Iteration 10Q: 3 clusters Score -1874250 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1874651.500000 Penalty: 2913.749023
	Iteration 11Q: 3 clusters Score -1874652 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1874914.625000 Penalty: 2913.749023
	Iteration 12Q: 3 clusters Score -1874915 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1875074.375000 Penalty: 2913.749023
	Iteration 13Q: 3 clusters Score -1875074 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1875165.375000 Penalty: 2913.749023
	Iteration 14Q: 3 clusters Score -1875165 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1875248.125000 Penalty: 2913.749023
	Iteration 15Q: 3 clusters Score -1875248 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1875313.250000 Penalty: 2913.749023
	Iteration 16Q: 3 clusters Score -1875313 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1875361.625000 Penalty: 2913.749023
	Iteration 17Q: 3 clusters Score -1875362 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1875385.375000 Penalty: 2913.749023
	Iteration 18Q: 3 clusters Score -1875385 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1875407.375000 Penalty: 2913.749023
	Iteration 19Q: 3 clusters Score -1875407 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1875421.750000 Penalty: 2913.749023
	Iteration 20F: 3 clusters Score -1875422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1875428.750000 Penalty: 2913.749023
	Iteration 21Q: 3 clusters Score -1875429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1875434.000000 Penalty: 2913.749023
	Iteration 22Q: 3 clusters Score -1875434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1875440.250000 Penalty: 2913.749023
	Iteration 23Q: 3 clusters Score -1875440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1875441.250000 Penalty: 2913.749023
	Iteration 24Q: 3 clusters Score -1875441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1875443.875000 Penalty: 2913.749023
	Iteration 25Q: 3 clusters Score -1875444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1875443.875000 Penalty: 2913.749023
	Iteration 26F: 3 clusters Score -1875444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -751382.875000 Penalty: 1327.393677
	Iteration 0F: 2 clusters Score -751382.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -746239.937500 Penalty: 2654.787354
	Iteration 0F: 3 clusters Score -746239.9 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -747801.062500 Penalty: 2654.787354
	Iteration 1F: 3 clusters Score -747801.1 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -748042.750000 Penalty: 2654.787354
	Iteration 2F: 3 clusters Score -748042.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -748207.875000 Penalty: 2654.787354
	Iteration 3Q: 3 clusters Score -748207.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -748345.687500 Penalty: 2654.787354
	Iteration 4Q: 3 clusters Score -748345.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -748452.125000 Penalty: 2654.787354
	Iteration 5Q: 3 clusters Score -748452.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -748539.125000 Penalty: 2654.787354
	Iteration 6Q: 3 clusters Score -748539.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -748632.312500 Penalty: 2654.787354
	Iteration 7Q: 3 clusters Score -748632.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -748715.062500 Penalty: 2654.787354
	Iteration 8Q: 3 clusters Score -748715.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -748802.562500 Penalty: 2654.787354
	Iteration 9Q: 3 clusters Score -748802.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -748900.187500 Penalty: 2654.787354
	Iteration 10Q: 3 clusters Score -748900.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -748995.125000 Penalty: 2654.787354
	Iteration 11Q: 3 clusters Score -748995.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -749085.500000 Penalty: 2654.787354
	Iteration 12Q: 3 clusters Score -749085.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -749164.000000 Penalty: 2654.787354
	Iteration 13Q: 3 clusters Score -749164 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -749248.625000 Penalty: 2654.787354
	Iteration 14Q: 3 clusters Score -749248.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -749348.500000 Penalty: 2654.787354
	Iteration 15Q: 3 clusters Score -749348.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -749460.000000 Penalty: 2654.787354
	Iteration 16Q: 3 clusters Score -749460 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -749562.187500 Penalty: 2654.787354
	Iteration 17Q: 3 clusters Score -749562.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -749675.250000 Penalty: 2654.787354
	Iteration 18Q: 3 clusters Score -749675.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -749772.062500 Penalty: 2654.787354
	Iteration 19Q: 3 clusters Score -749772.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -749861.125000 Penalty: 2654.787354
	Iteration 20F: 3 clusters Score -749861.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -749919.312500 Penalty: 2654.787354
	Iteration 21Q: 3 clusters Score -749919.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -749970.437500 Penalty: 2654.787354
	Iteration 22Q: 3 clusters Score -749970.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -750011.750000 Penalty: 2654.787354
	Iteration 23Q: 3 clusters Score -750011.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -750049.125000 Penalty: 2654.787354
	Iteration 24Q: 3 clusters Score -750049.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -750079.062500 Penalty: 2654.787354
	Iteration 25Q: 3 clusters Score -750079.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -750100.062500 Penalty: 2654.787354
	Iteration 26Q: 3 clusters Score -750100.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -750129.875000 Penalty: 2654.787354
	Iteration 27Q: 3 clusters Score -750129.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -750151.250000 Penalty: 2654.787354
	Iteration 28Q: 3 clusters Score -750151.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -750169.187500 Penalty: 2654.787354
	Iteration 29Q: 3 clusters Score -750169.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -750187.375000 Penalty: 2654.787354
	Iteration 30Q: 3 clusters Score -750187.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -750201.125000 Penalty: 2654.787354
	Iteration 31Q: 3 clusters Score -750201.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -750218.500000 Penalty: 2654.787354
	Iteration 32Q: 3 clusters Score -750218.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -750228.625000 Penalty: 2654.787354
	Iteration 33Q: 3 clusters Score -750228.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -750236.875000 Penalty: 2654.787354
	Iteration 34Q: 3 clusters Score -750236.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -750240.250000 Penalty: 2654.787354
	Iteration 35Q: 3 clusters Score -750240.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -750243.812500 Penalty: 2654.787354
	Iteration 36Q: 3 clusters Score -750243.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -750250.625000 Penalty: 2654.787354
	Iteration 37Q: 3 clusters Score -750250.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -750252.812500 Penalty: 2654.787354
	Iteration 38Q: 3 clusters Score -750252.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -750255.375000 Penalty: 2654.787354
	Iteration 39Q: 3 clusters Score -750255.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -750258.937500 Penalty: 2654.787354
	Iteration 40F: 3 clusters Score -750258.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -750265.687500 Penalty: 2654.787354
	Iteration 41Q: 3 clusters Score -750265.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -750273.125000 Penalty: 2654.787354
	Iteration 42Q: 3 clusters Score -750273.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -750277.125000 Penalty: 2654.787354
	Iteration 43Q: 3 clusters Score -750277.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -750279.937500 Penalty: 2654.787354
	Iteration 44Q: 3 clusters Score -750279.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -750283.250000 Penalty: 2654.787354
	Iteration 45Q: 3 clusters Score -750283.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -750286.875000 Penalty: 2654.787354
	Iteration 46Q: 3 clusters Score -750286.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -750288.875000 Penalty: 2654.787354
	Iteration 47Q: 3 clusters Score -750288.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -750291.187500 Penalty: 2654.787354
	Iteration 48Q: 3 clusters Score -750291.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -750293.812500 Penalty: 2654.787354
	Iteration 49Q: 3 clusters Score -750293.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -750297.187500 Penalty: 2654.787354
	Iteration 50Q: 3 clusters Score -750297.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -750302.875000 Penalty: 2654.787354
	Iteration 51Q: 3 clusters Score -750302.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -750309.312500 Penalty: 2654.787354
	Iteration 52Q: 3 clusters Score -750309.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -750310.687500 Penalty: 2654.787354
	Iteration 53Q: 3 clusters Score -750310.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -750311.875000 Penalty: 2654.787354
	Iteration 54Q: 3 clusters Score -750311.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -750312.312500 Penalty: 2654.787354
	Iteration 55Q: 3 clusters Score -750312.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -750312.562500 Penalty: 2654.787354
	Iteration 56Q: 3 clusters Score -750312.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -750312.562500 Penalty: 2654.787354
	Iteration 57F: 3 clusters Score -750312.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (20940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Entering Unmasked Estep 
Score: -2119672.750000 Penalty: 1480.473145
	Iteration 0F: 2 clusters Score -2119673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -2106105.750000 Penalty: 2960.946289
	Iteration 0F: 3 clusters Score -2106106 nChanged 9192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -2110950.250000 Penalty: 2960.946289
	Iteration 1F: 3 clusters Score -2110950 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -2111354.750000 Penalty: 2960.946289
	Iteration 2F: 3 clusters Score -2111355 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -2111686.000000 Penalty: 2960.946289
	Iteration 3Q: 3 clusters Score -2111686 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -2111954.500000 Penalty: 2960.946289
	Iteration 4Q: 3 clusters Score -2111954 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -2112225.500000 Penalty: 2960.946289
	Iteration 5Q: 3 clusters Score -2112226 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -2112514.250000 Penalty: 2960.946289
	Iteration 6Q: 3 clusters Score -2112514 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -2112899.500000 Penalty: 2960.946289
	Iteration 7Q: 3 clusters Score -2112900 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -2113414.750000 Penalty: 2960.946289
	Iteration 8Q: 3 clusters Score -2113415 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -2114041.500000 Penalty: 2960.946289
	Iteration 9Q: 3 clusters Score -2114042 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -2114761.500000 Penalty: 2960.946289
	Iteration 10F: 3 clusters Score -2114762 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -2115557.500000 Penalty: 2960.946289
	Iteration 11F: 3 clusters Score -2115558 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -2116422.750000 Penalty: 2960.946289
	Iteration 12F: 3 clusters Score -2116423 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2117131.750000 Penalty: 2960.946289
	Iteration 13Q: 3 clusters Score -2117132 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2117659.750000 Penalty: 2960.946289
	Iteration 14Q: 3 clusters Score -2117660 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2118012.000000 Penalty: 2960.946289
	Iteration 15Q: 3 clusters Score -2118012 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2118181.250000 Penalty: 2960.946289
	Iteration 16Q: 3 clusters Score -2118181 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2118300.000000 Penalty: 2960.946289
	Iteration 17Q: 3 clusters Score -2118300 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2118390.250000 Penalty: 2960.946289
	Iteration 18Q: 3 clusters Score -2118390 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2118446.750000 Penalty: 2960.946289
	Iteration 19Q: 3 clusters Score -2118447 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2118471.750000 Penalty: 2960.946289
	Iteration 20F: 3 clusters Score -2118472 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2118496.750000 Penalty: 2960.946289
	Iteration 21Q: 3 clusters Score -2118497 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2118508.750000 Penalty: 2960.946289
	Iteration 22Q: 3 clusters Score -2118509 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2118520.250000 Penalty: 2960.946289
	Iteration 23Q: 3 clusters Score -2118520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2118524.250000 Penalty: 2960.946289
	Iteration 24Q: 3 clusters Score -2118524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2118527.250000 Penalty: 2960.946289
	Iteration 25Q: 3 clusters Score -2118527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2118534.250000 Penalty: 2960.946289
	Iteration 26Q: 3 clusters Score -2118534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2118539.000000 Penalty: 2960.946289
	Iteration 27Q: 3 clusters Score -2118539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2118538.000000 Penalty: 2960.946289
	Iteration 28Q: 3 clusters Score -2118538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2118543.000000 Penalty: 2960.946289
	Iteration 29Q: 3 clusters Score -2118543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2118545.750000 Penalty: 2960.946289
	Iteration 30Q: 3 clusters Score -2118546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2118552.500000 Penalty: 2960.946289
	Iteration 31Q: 3 clusters Score -2118552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2118552.500000 Penalty: 2960.946289
	Iteration 32Q: 3 clusters Score -2118552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2118550.000000 Penalty: 2960.946289
	Iteration 33Q: 3 clusters Score -2118550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2118555.250000 Penalty: 2960.946289
	Iteration 34Q: 3 clusters Score -2118555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2118559.500000 Penalty: 2960.946289
	Iteration 35Q: 3 clusters Score -2118560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2118564.250000 Penalty: 2960.946289
	Iteration 36Q: 3 clusters Score -2118564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2118571.750000 Penalty: 2960.946289
	Iteration 37Q: 3 clusters Score -2118572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2118574.750000 Penalty: 2960.946289
	Iteration 38Q: 3 clusters Score -2118575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2118580.250000 Penalty: 2960.946289
	Iteration 39Q: 3 clusters Score -2118580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2118584.000000 Penalty: 2960.946289
	Iteration 40F: 3 clusters Score -2118584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2118586.500000 Penalty: 2960.946289
	Iteration 41Q: 3 clusters Score -2118586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2118586.250000 Penalty: 2960.946289
	Iteration 42Q: 3 clusters Score -2118586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2118588.000000 Penalty: 2960.946289
	Iteration 43Q: 3 clusters Score -2118588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2118591.500000 Penalty: 2960.946289
	Iteration 44Q: 3 clusters Score -2118592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2118588.000000 Penalty: 2960.946289
	Iteration 45Q: 3 clusters Score -2118588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2118588.000000 Penalty: 2960.946289
	Iteration 46F: 3 clusters Score -2118588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Entering Unmasked Estep 
Score: -888402.625000 Penalty: 1351.206299
	Iteration 0F: 2 clusters Score -888402.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -882428.625000 Penalty: 2702.412598
	Iteration 0F: 3 clusters Score -882428.6 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -884372.062500 Penalty: 2702.412598
	Iteration 1F: 3 clusters Score -884372.1 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -884633.125000 Penalty: 2702.412598
	Iteration 2F: 3 clusters Score -884633.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -884815.500000 Penalty: 2702.412598
	Iteration 3Q: 3 clusters Score -884815.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -884943.500000 Penalty: 2702.412598
	Iteration 4Q: 3 clusters Score -884943.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -885046.437500 Penalty: 2702.412598
	Iteration 5Q: 3 clusters Score -885046.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -885108.625000 Penalty: 2702.412598
	Iteration 6Q: 3 clusters Score -885108.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -885155.062500 Penalty: 2702.412598
	Iteration 7Q: 3 clusters Score -885155.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -885210.687500 Penalty: 2702.412598
	Iteration 8Q: 3 clusters Score -885210.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -885251.937500 Penalty: 2702.412598
	Iteration 9Q: 3 clusters Score -885251.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -885296.000000 Penalty: 2702.412598
	Iteration 10Q: 3 clusters Score -885296 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -885330.312500 Penalty: 2702.412598
	Iteration 11Q: 3 clusters Score -885330.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -885363.562500 Penalty: 2702.412598
	Iteration 12Q: 3 clusters Score -885363.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -885398.375000 Penalty: 2702.412598
	Iteration 13Q: 3 clusters Score -885398.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -885431.937500 Penalty: 2702.412598
	Iteration 14Q: 3 clusters Score -885431.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -885463.937500 Penalty: 2702.412598
	Iteration 15Q: 3 clusters Score -885463.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -885494.625000 Penalty: 2702.412598
	Iteration 16Q: 3 clusters Score -885494.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -885528.625000 Penalty: 2702.412598
	Iteration 17Q: 3 clusters Score -885528.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -885567.625000 Penalty: 2702.412598
	Iteration 18Q: 3 clusters Score -885567.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -885611.687500 Penalty: 2702.412598
	Iteration 19Q: 3 clusters Score -885611.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -885669.187500 Penalty: 2702.412598
	Iteration 20F: 3 clusters Score -885669.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -885733.937500 Penalty: 2702.412598
	Iteration 21Q: 3 clusters Score -885733.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -885809.375000 Penalty: 2702.412598
	Iteration 22Q: 3 clusters Score -885809.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -885888.250000 Penalty: 2702.412598
	Iteration 23Q: 3 clusters Score -885888.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -885967.750000 Penalty: 2702.412598
	Iteration 24Q: 3 clusters Score -885967.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -886059.062500 Penalty: 2702.412598
	Iteration 25Q: 3 clusters Score -886059.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -886149.125000 Penalty: 2702.412598
	Iteration 26Q: 3 clusters Score -886149.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -886233.625000 Penalty: 2702.412598
	Iteration 27Q: 3 clusters Score -886233.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -886326.937500 Penalty: 2702.412598
	Iteration 28Q: 3 clusters Score -886326.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -886421.875000 Penalty: 2702.412598
	Iteration 29Q: 3 clusters Score -886421.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -886530.000000 Penalty: 2702.412598
	Iteration 30Q: 3 clusters Score -886530 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -886633.437500 Penalty: 2702.412598
	Iteration 31Q: 3 clusters Score -886633.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -886736.937500 Penalty: 2702.412598
	Iteration 32Q: 3 clusters Score -886736.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -886833.000000 Penalty: 2702.412598
	Iteration 33Q: 3 clusters Score -886833 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -886899.562500 Penalty: 2702.412598
	Iteration 34Q: 3 clusters Score -886899.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -886966.125000 Penalty: 2702.412598
	Iteration 35Q: 3 clusters Score -886966.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -887030.437500 Penalty: 2702.412598
	Iteration 36Q: 3 clusters Score -887030.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -887095.000000 Penalty: 2702.412598
	Iteration 37Q: 3 clusters Score -887095 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -887148.125000 Penalty: 2702.412598
	Iteration 38Q: 3 clusters Score -887148.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -887197.437500 Penalty: 2702.412598
	Iteration 39Q: 3 clusters Score -887197.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -887227.750000 Penalty: 2702.412598
	Iteration 40F: 3 clusters Score -887227.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -887262.937500 Penalty: 2702.412598
	Iteration 41Q: 3 clusters Score -887262.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -887291.625000 Penalty: 2702.412598
	Iteration 42Q: 3 clusters Score -887291.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -887312.375000 Penalty: 2702.412598
	Iteration 43Q: 3 clusters Score -887312.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -887324.062500 Penalty: 2702.412598
	Iteration 44Q: 3 clusters Score -887324.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -887334.000000 Penalty: 2702.412598
	Iteration 45Q: 3 clusters Score -887334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -887342.687500 Penalty: 2702.412598
	Iteration 46Q: 3 clusters Score -887342.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -887352.125000 Penalty: 2702.412598
	Iteration 47Q: 3 clusters Score -887352.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -887358.000000 Penalty: 2702.412598
	Iteration 48Q: 3 clusters Score -887358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -887363.125000 Penalty: 2702.412598
	Iteration 49Q: 3 clusters Score -887363.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -887365.437500 Penalty: 2702.412598
	Iteration 50Q: 3 clusters Score -887365.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -887368.937500 Penalty: 2702.412598
	Iteration 51Q: 3 clusters Score -887368.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -887371.062500 Penalty: 2702.412598
	Iteration 52Q: 3 clusters Score -887371.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -887374.375000 Penalty: 2702.412598
	Iteration 53Q: 3 clusters Score -887374.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -887376.812500 Penalty: 2702.412598
	Iteration 54Q: 3 clusters Score -887376.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -887378.750000 Penalty: 2702.412598
	Iteration 55Q: 3 clusters Score -887378.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -887381.625000 Penalty: 2702.412598
	Iteration 56Q: 3 clusters Score -887381.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -887383.687500 Penalty: 2702.412598
	Iteration 57Q: 3 clusters Score -887383.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -887386.500000 Penalty: 2702.412598
	Iteration 58Q: 3 clusters Score -887386.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -887389.812500 Penalty: 2702.412598
	Iteration 59Q: 3 clusters Score -887389.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -887391.562500 Penalty: 2702.412598
	Iteration 60F: 3 clusters Score -887391.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -887396.562500 Penalty: 2702.412598
	Iteration 61Q: 3 clusters Score -887396.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -887400.812500 Penalty: 2702.412598
	Iteration 62Q: 3 clusters Score -887400.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -887401.687500 Penalty: 2702.412598
	Iteration 63Q: 3 clusters Score -887401.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -887403.625000 Penalty: 2702.412598
	Iteration 64Q: 3 clusters Score -887403.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -887404.437500 Penalty: 2702.412598
	Iteration 65Q: 3 clusters Score -887404.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -887405.375000 Penalty: 2702.412598
	Iteration 66Q: 3 clusters Score -887405.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -887407.750000 Penalty: 2702.412598
	Iteration 67Q: 3 clusters Score -887407.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -887409.125000 Penalty: 2702.412598
	Iteration 68Q: 3 clusters Score -887409.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -887409.250000 Penalty: 2702.412598
	Iteration 69Q: 3 clusters Score -887409.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -887409.937500 Penalty: 2702.412598
	Iteration 70Q: 3 clusters Score -887409.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -887410.875000 Penalty: 2702.412598
	Iteration 71Q: 3 clusters Score -887410.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -887411.812500 Penalty: 2702.412598
	Iteration 72Q: 3 clusters Score -887411.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -887411.812500 Penalty: 2702.412598
	Iteration 73F: 3 clusters Score -887411.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (19305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Entering Unmasked Estep 
Score: -1843929.750000 Penalty: 1468.376221
	Iteration 0F: 2 clusters Score -1843930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1831330.750000 Penalty: 2936.752441
	Iteration 0F: 3 clusters Score -1831331 nChanged 8439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1836034.250000 Penalty: 2936.752441
	Iteration 1F: 3 clusters Score -1836034 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1836551.000000 Penalty: 2936.752441
	Iteration 2F: 3 clusters Score -1836551 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1836981.000000 Penalty: 2936.752441
	Iteration 3F: 3 clusters Score -1836981 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1837383.875000 Penalty: 2936.752441
	Iteration 4Q: 3 clusters Score -1837384 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1837791.000000 Penalty: 2936.752441
	Iteration 5Q: 3 clusters Score -1837791 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1838154.000000 Penalty: 2936.752441
	Iteration 6Q: 3 clusters Score -1838154 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1838536.500000 Penalty: 2936.752441
	Iteration 7Q: 3 clusters Score -1838536 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1838978.500000 Penalty: 2936.752441
	Iteration 8Q: 3 clusters Score -1838978 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1839479.125000 Penalty: 2936.752441
	Iteration 9Q: 3 clusters Score -1839479 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1840023.750000 Penalty: 2936.752441
	Iteration 10Q: 3 clusters Score -1840024 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1840560.000000 Penalty: 2936.752441
	Iteration 11Q: 3 clusters Score -1840560 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1840984.250000 Penalty: 2936.752441
	Iteration 12Q: 3 clusters Score -1840984 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1841304.500000 Penalty: 2936.752441
	Iteration 13Q: 3 clusters Score -1841304 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1841548.000000 Penalty: 2936.752441
	Iteration 14Q: 3 clusters Score -1841548 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1841774.875000 Penalty: 2936.752441
	Iteration 15Q: 3 clusters Score -1841775 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1841969.250000 Penalty: 2936.752441
	Iteration 16Q: 3 clusters Score -1841969 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1842110.625000 Penalty: 2936.752441
	Iteration 17Q: 3 clusters Score -1842111 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1842250.375000 Penalty: 2936.752441
	Iteration 18Q: 3 clusters Score -1842250 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1842368.125000 Penalty: 2936.752441
	Iteration 19Q: 3 clusters Score -1842368 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1842481.500000 Penalty: 2936.752441
	Iteration 20F: 3 clusters Score -1842482 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1842568.625000 Penalty: 2936.752441
	Iteration 21Q: 3 clusters Score -1842569 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1842637.125000 Penalty: 2936.752441
	Iteration 22Q: 3 clusters Score -1842637 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1842704.125000 Penalty: 2936.752441
	Iteration 23Q: 3 clusters Score -1842704 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1842737.250000 Penalty: 2936.752441
	Iteration 24Q: 3 clusters Score -1842737 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1842769.250000 Penalty: 2936.752441
	Iteration 25Q: 3 clusters Score -1842769 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1842809.375000 Penalty: 2936.752441
	Iteration 26Q: 3 clusters Score -1842809 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1842853.750000 Penalty: 2936.752441
	Iteration 27Q: 3 clusters Score -1842854 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1842880.625000 Penalty: 2936.752441
	Iteration 28Q: 3 clusters Score -1842881 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1842901.000000 Penalty: 2936.752441
	Iteration 29Q: 3 clusters Score -1842901 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1842914.750000 Penalty: 2936.752441
	Iteration 30Q: 3 clusters Score -1842915 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1842930.625000 Penalty: 2936.752441
	Iteration 31Q: 3 clusters Score -1842931 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1842939.750000 Penalty: 2936.752441
	Iteration 32Q: 3 clusters Score -1842940 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1842954.500000 Penalty: 2936.752441
	Iteration 33Q: 3 clusters Score -1842954 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1842971.125000 Penalty: 2936.752441
	Iteration 34Q: 3 clusters Score -1842971 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1842980.750000 Penalty: 2936.752441
	Iteration 35Q: 3 clusters Score -1842981 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1842999.125000 Penalty: 2936.752441
	Iteration 36Q: 3 clusters Score -1842999 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1843012.250000 Penalty: 2936.752441
	Iteration 37Q: 3 clusters Score -1843012 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1843028.125000 Penalty: 2936.752441
	Iteration 38Q: 3 clusters Score -1843028 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1843036.125000 Penalty: 2936.752441
	Iteration 39Q: 3 clusters Score -1843036 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1843047.625000 Penalty: 2936.752441
	Iteration 40F: 3 clusters Score -1843048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1843051.625000 Penalty: 2936.752441
	Iteration 41Q: 3 clusters Score -1843052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1843054.000000 Penalty: 2936.752441
	Iteration 42Q: 3 clusters Score -1843054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1843053.500000 Penalty: 2936.752441
	Iteration 43Q: 3 clusters Score -1843054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1843053.375000 Penalty: 2936.752441
	Iteration 44Q: 3 clusters Score -1843053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1843053.750000 Penalty: 2936.752441
	Iteration 45Q: 3 clusters Score -1843054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1843053.750000 Penalty: 2936.752441
	Iteration 46F: 3 clusters Score -1843054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Entering Unmasked Estep 
Score: -62323.445312 Penalty: 980.227478
	Iteration 0F: 2 clusters Score -62323.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -61307.500000 Penalty: 1960.454956
	Iteration 0F: 3 clusters Score -61307.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -61658.105469 Penalty: 1960.454956
	Iteration 1F: 3 clusters Score -61658.11 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -61921.484375 Penalty: 1960.454956
	Iteration 2F: 3 clusters Score -61921.48 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -62069.867188 Penalty: 1960.454956
	Iteration 3F: 3 clusters Score -62069.87 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -62130.660156 Penalty: 1960.454956
	Iteration 4Q: 3 clusters Score -62130.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -62177.527344 Penalty: 1960.454956
	Iteration 5Q: 3 clusters Score -62177.53 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -62222.320312 Penalty: 1960.454956
	Iteration 6Q: 3 clusters Score -62222.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -62244.128906 Penalty: 1960.454956
	Iteration 7Q: 3 clusters Score -62244.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -62277.710938 Penalty: 1960.454956
	Iteration 8Q: 3 clusters Score -62277.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -62305.414062 Penalty: 1960.454956
	Iteration 9Q: 3 clusters Score -62305.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -62322.687500 Penalty: 1960.454956
	Iteration 10Q: 3 clusters Score -62322.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -62337.656250 Penalty: 1960.454956
	Iteration 11Q: 3 clusters Score -62337.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -62341.769531 Penalty: 1960.454956
	Iteration 12Q: 3 clusters Score -62341.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -62342.359375 Penalty: 1960.454956
	Iteration 13Q: 3 clusters Score -62342.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -62342.359375 Penalty: 1960.454956
	Iteration 14F: 3 clusters Score -62342.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 106351 members 
Mstep: Class 3 contains 19617 members 
Mstep: Class 4 contains 36684 members 
Mstep: Class 5 contains 66730 members 
Mstep: Class 6 contains 115725 members 
Mstep: Class 7 contains 5526 members 
Mstep: Class 8 contains 14069 members 
Mstep: Class 9 contains 20272 members 
Mstep: Class 10 contains 23521 members 
Mstep: Class 11 contains 49809 members 
Mstep: Class 12 contains 4136 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 1745 members 
Mstep: Class 15 contains 5376 members 
Mstep: Class 16 contains 40269 members 
Mstep: Class 17 contains 8405 members 
Mstep: Class 18 contains 20163 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 38076 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 19762 members 
Mstep: Class 23 contains 13098 members 
Mstep: Class 24 contains 10372 members 
Mstep: Class 25 contains 2135 members 
Mstep: Class 26 contains 3391 members 
Mstep: Class 27 contains 23459 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 10344 members 
Mstep: Class 30 contains 38717 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 7485 members 
Mstep: Class 33 contains 20940 members 
Mstep: Class 34 contains 8784 members 
Mstep: Class 35 contains 19305 members 
Mstep: Class 36 contains 338 members 
Mstep: Class 37 contains 6120 members 
Mstep: Class 38 contains 15550 members 
Mstep: Class 39 contains 4891 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 14382 members 
Mstep: Class 44 contains 3639 members 
Mstep: Class 45 contains 4130 members 
Mstep: Class 46 contains 92 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 10907 members 
Mstep: Class 49 contains 388 members 
Entering Unmasked Estep 
Score: -88129696.000000 Penalty: 99961.906250
Splitting cluster 36 changes total score from -88130696.000000 to -88129696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (6120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Entering Unmasked Estep 
Score: -586459.875000 Penalty: 1297.434448
	Iteration 0F: 2 clusters Score -586459.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -582073.625000 Penalty: 2594.868896
	Iteration 0F: 3 clusters Score -582073.6 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -583491.625000 Penalty: 2594.868896
	Iteration 1F: 3 clusters Score -583491.6 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -583741.250000 Penalty: 2594.868896
	Iteration 2F: 3 clusters Score -583741.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -583878.687500 Penalty: 2594.868896
	Iteration 3Q: 3 clusters Score -583878.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -583960.250000 Penalty: 2594.868896
	Iteration 4Q: 3 clusters Score -583960.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -584029.250000 Penalty: 2594.868896
	Iteration 5Q: 3 clusters Score -584029.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -584093.375000 Penalty: 2594.868896
	Iteration 6Q: 3 clusters Score -584093.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -584163.937500 Penalty: 2594.868896
	Iteration 7Q: 3 clusters Score -584163.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -584241.000000 Penalty: 2594.868896
	Iteration 8Q: 3 clusters Score -584241 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -584327.937500 Penalty: 2594.868896
	Iteration 9Q: 3 clusters Score -584327.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -584426.062500 Penalty: 2594.868896
	Iteration 10Q: 3 clusters Score -584426.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -584515.750000 Penalty: 2594.868896
	Iteration 11Q: 3 clusters Score -584515.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -584616.125000 Penalty: 2594.868896
	Iteration 12Q: 3 clusters Score -584616.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -584727.437500 Penalty: 2594.868896
	Iteration 13Q: 3 clusters Score -584727.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -584842.750000 Penalty: 2594.868896
	Iteration 14Q: 3 clusters Score -584842.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -584954.625000 Penalty: 2594.868896
	Iteration 15Q: 3 clusters Score -584954.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -585065.187500 Penalty: 2594.868896
	Iteration 16Q: 3 clusters Score -585065.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -585163.437500 Penalty: 2594.868896
	Iteration 17Q: 3 clusters Score -585163.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -585235.062500 Penalty: 2594.868896
	Iteration 18Q: 3 clusters Score -585235.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -585278.562500 Penalty: 2594.868896
	Iteration 19Q: 3 clusters Score -585278.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -585309.625000 Penalty: 2594.868896
	Iteration 20F: 3 clusters Score -585309.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -585334.062500 Penalty: 2594.868896
	Iteration 21Q: 3 clusters Score -585334.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -585360.062500 Penalty: 2594.868896
	Iteration 22Q: 3 clusters Score -585360.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -585381.312500 Penalty: 2594.868896
	Iteration 23Q: 3 clusters Score -585381.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -585394.625000 Penalty: 2594.868896
	Iteration 24Q: 3 clusters Score -585394.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -585411.000000 Penalty: 2594.868896
	Iteration 25Q: 3 clusters Score -585411 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -585420.312500 Penalty: 2594.868896
	Iteration 26Q: 3 clusters Score -585420.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -585428.187500 Penalty: 2594.868896
	Iteration 27Q: 3 clusters Score -585428.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -585433.562500 Penalty: 2594.868896
	Iteration 28Q: 3 clusters Score -585433.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -585442.312500 Penalty: 2594.868896
	Iteration 29Q: 3 clusters Score -585442.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -585451.437500 Penalty: 2594.868896
	Iteration 30Q: 3 clusters Score -585451.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -585461.187500 Penalty: 2594.868896
	Iteration 31Q: 3 clusters Score -585461.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -585467.750000 Penalty: 2594.868896
	Iteration 32Q: 3 clusters Score -585467.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -585476.125000 Penalty: 2594.868896
	Iteration 33Q: 3 clusters Score -585476.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -585482.187500 Penalty: 2594.868896
	Iteration 34Q: 3 clusters Score -585482.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -585491.375000 Penalty: 2594.868896
	Iteration 35Q: 3 clusters Score -585491.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -585498.000000 Penalty: 2594.868896
	Iteration 36Q: 3 clusters Score -585498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -585505.875000 Penalty: 2594.868896
	Iteration 37Q: 3 clusters Score -585505.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -585514.437500 Penalty: 2594.868896
	Iteration 38Q: 3 clusters Score -585514.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -585524.250000 Penalty: 2594.868896
	Iteration 39Q: 3 clusters Score -585524.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -585528.437500 Penalty: 2594.868896
	Iteration 40F: 3 clusters Score -585528.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -585534.312500 Penalty: 2594.868896
	Iteration 41Q: 3 clusters Score -585534.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -585536.500000 Penalty: 2594.868896
	Iteration 42Q: 3 clusters Score -585536.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -585539.562500 Penalty: 2594.868896
	Iteration 43Q: 3 clusters Score -585539.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -585541.750000 Penalty: 2594.868896
	Iteration 44Q: 3 clusters Score -585541.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -585546.312500 Penalty: 2594.868896
	Iteration 45Q: 3 clusters Score -585546.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -585550.500000 Penalty: 2594.868896
	Iteration 46Q: 3 clusters Score -585550.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -585553.312500 Penalty: 2594.868896
	Iteration 47Q: 3 clusters Score -585553.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -585557.875000 Penalty: 2594.868896
	Iteration 48Q: 3 clusters Score -585557.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -585560.937500 Penalty: 2594.868896
	Iteration 49Q: 3 clusters Score -585560.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -585563.687500 Penalty: 2594.868896
	Iteration 50Q: 3 clusters Score -585563.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -585565.500000 Penalty: 2594.868896
	Iteration 51Q: 3 clusters Score -585565.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -585566.875000 Penalty: 2594.868896
	Iteration 52Q: 3 clusters Score -585566.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -585567.625000 Penalty: 2594.868896
	Iteration 53Q: 3 clusters Score -585567.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -585566.312500 Penalty: 2594.868896
	Iteration 54Q: 3 clusters Score -585566.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -585567.687500 Penalty: 2594.868896
	Iteration 55Q: 3 clusters Score -585567.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -585568.312500 Penalty: 2594.868896
	Iteration 56Q: 3 clusters Score -585568.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -585568.875000 Penalty: 2594.868896
	Iteration 57Q: 3 clusters Score -585568.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -585570.062500 Penalty: 2594.868896
	Iteration 58Q: 3 clusters Score -585570.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -585570.062500 Penalty: 2594.868896
	Iteration 59F: 3 clusters Score -585570.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (15550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Entering Unmasked Estep 
Score: -1627768.375000 Penalty: 1436.190308
	Iteration 0F: 2 clusters Score -1627768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1617554.000000 Penalty: 2872.380615
	Iteration 0F: 3 clusters Score -1617554 nChanged 6677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1621068.750000 Penalty: 2872.380615
	Iteration 1F: 3 clusters Score -1621069 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1621461.375000 Penalty: 2872.380615
	Iteration 2F: 3 clusters Score -1621461 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1621816.125000 Penalty: 2872.380615
	Iteration 3F: 3 clusters Score -1621816 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1622137.250000 Penalty: 2872.380615
	Iteration 4Q: 3 clusters Score -1622137 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1622438.750000 Penalty: 2872.380615
	Iteration 5Q: 3 clusters Score -1622439 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1622693.625000 Penalty: 2872.380615
	Iteration 6Q: 3 clusters Score -1622694 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1622927.500000 Penalty: 2872.380615
	Iteration 7Q: 3 clusters Score -1622928 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1623177.125000 Penalty: 2872.380615
	Iteration 8Q: 3 clusters Score -1623177 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1623466.875000 Penalty: 2872.380615
	Iteration 9Q: 3 clusters Score -1623467 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1623756.625000 Penalty: 2872.380615
	Iteration 10Q: 3 clusters Score -1623757 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1624061.000000 Penalty: 2872.380615
	Iteration 11Q: 3 clusters Score -1624061 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1624376.875000 Penalty: 2872.380615
	Iteration 12Q: 3 clusters Score -1624377 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1624709.500000 Penalty: 2872.380615
	Iteration 13Q: 3 clusters Score -1624710 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1625030.500000 Penalty: 2872.380615
	Iteration 14Q: 3 clusters Score -1625030 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1625295.250000 Penalty: 2872.380615
	Iteration 15Q: 3 clusters Score -1625295 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1625529.500000 Penalty: 2872.380615
	Iteration 16Q: 3 clusters Score -1625530 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1625730.250000 Penalty: 2872.380615
	Iteration 17Q: 3 clusters Score -1625730 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1625902.500000 Penalty: 2872.380615
	Iteration 18Q: 3 clusters Score -1625902 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1626036.875000 Penalty: 2872.380615
	Iteration 19Q: 3 clusters Score -1626037 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1626159.750000 Penalty: 2872.380615
	Iteration 20F: 3 clusters Score -1626160 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1626265.000000 Penalty: 2872.380615
	Iteration 21Q: 3 clusters Score -1626265 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1626333.375000 Penalty: 2872.380615
	Iteration 22Q: 3 clusters Score -1626333 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1626388.875000 Penalty: 2872.380615
	Iteration 23Q: 3 clusters Score -1626389 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1626445.375000 Penalty: 2872.380615
	Iteration 24Q: 3 clusters Score -1626445 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1626490.875000 Penalty: 2872.380615
	Iteration 25Q: 3 clusters Score -1626491 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1626529.875000 Penalty: 2872.380615
	Iteration 26Q: 3 clusters Score -1626530 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1626574.875000 Penalty: 2872.380615
	Iteration 27Q: 3 clusters Score -1626575 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1626608.500000 Penalty: 2872.380615
	Iteration 28Q: 3 clusters Score -1626608 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1626646.625000 Penalty: 2872.380615
	Iteration 29Q: 3 clusters Score -1626647 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1626683.875000 Penalty: 2872.380615
	Iteration 30Q: 3 clusters Score -1626684 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1626697.125000 Penalty: 2872.380615
	Iteration 31Q: 3 clusters Score -1626697 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1626709.250000 Penalty: 2872.380615
	Iteration 32Q: 3 clusters Score -1626709 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1626720.125000 Penalty: 2872.380615
	Iteration 33Q: 3 clusters Score -1626720 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1626732.000000 Penalty: 2872.380615
	Iteration 34Q: 3 clusters Score -1626732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1626739.625000 Penalty: 2872.380615
	Iteration 35Q: 3 clusters Score -1626740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1626747.500000 Penalty: 2872.380615
	Iteration 36Q: 3 clusters Score -1626748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1626752.250000 Penalty: 2872.380615
	Iteration 37Q: 3 clusters Score -1626752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1626755.750000 Penalty: 2872.380615
	Iteration 38Q: 3 clusters Score -1626756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1626756.125000 Penalty: 2872.380615
	Iteration 39Q: 3 clusters Score -1626756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1626758.750000 Penalty: 2872.380615
	Iteration 40F: 3 clusters Score -1626759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1626760.125000 Penalty: 2872.380615
	Iteration 41Q: 3 clusters Score -1626760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1626762.250000 Penalty: 2872.380615
	Iteration 42Q: 3 clusters Score -1626762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1626765.000000 Penalty: 2872.380615
	Iteration 43Q: 3 clusters Score -1626765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1626766.125000 Penalty: 2872.380615
	Iteration 44Q: 3 clusters Score -1626766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1626765.000000 Penalty: 2872.380615
	Iteration 45Q: 3 clusters Score -1626765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1626769.375000 Penalty: 2872.380615
	Iteration 46Q: 3 clusters Score -1626769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1626771.750000 Penalty: 2872.380615
	Iteration 47Q: 3 clusters Score -1626772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1626775.375000 Penalty: 2872.380615
	Iteration 48Q: 3 clusters Score -1626775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1626775.875000 Penalty: 2872.380615
	Iteration 49Q: 3 clusters Score -1626776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1626780.000000 Penalty: 2872.380615
	Iteration 50Q: 3 clusters Score -1626780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1626780.000000 Penalty: 2872.380615
	Iteration 51F: 3 clusters Score -1626780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (4891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Entering Unmasked Estep 
Score: -440072.906250 Penalty: 1264.078735
	Iteration 0F: 2 clusters Score -440072.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -436481.812500 Penalty: 2528.157471
	Iteration 0F: 3 clusters Score -436481.8 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -437590.968750 Penalty: 2528.157471
	Iteration 1F: 3 clusters Score -437591 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -437871.875000 Penalty: 2528.157471
	Iteration 2F: 3 clusters Score -437871.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -438158.250000 Penalty: 2528.157471
	Iteration 3F: 3 clusters Score -438158.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -438490.406250 Penalty: 2528.157471
	Iteration 4F: 3 clusters Score -438490.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -438777.031250 Penalty: 2528.157471
	Iteration 5F: 3 clusters Score -438777 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -438985.281250 Penalty: 2528.157471
	Iteration 6F: 3 clusters Score -438985.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -439130.625000 Penalty: 2528.157471
	Iteration 7Q: 3 clusters Score -439130.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -439256.375000 Penalty: 2528.157471
	Iteration 8Q: 3 clusters Score -439256.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -439332.375000 Penalty: 2528.157471
	Iteration 9Q: 3 clusters Score -439332.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -439387.343750 Penalty: 2528.157471
	Iteration 10Q: 3 clusters Score -439387.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -439432.531250 Penalty: 2528.157471
	Iteration 11Q: 3 clusters Score -439432.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -439474.843750 Penalty: 2528.157471
	Iteration 12Q: 3 clusters Score -439474.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -439509.843750 Penalty: 2528.157471
	Iteration 13Q: 3 clusters Score -439509.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -439546.906250 Penalty: 2528.157471
	Iteration 14Q: 3 clusters Score -439546.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -439574.125000 Penalty: 2528.157471
	Iteration 15Q: 3 clusters Score -439574.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -439603.687500 Penalty: 2528.157471
	Iteration 16Q: 3 clusters Score -439603.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -439627.343750 Penalty: 2528.157471
	Iteration 17Q: 3 clusters Score -439627.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -439648.718750 Penalty: 2528.157471
	Iteration 18Q: 3 clusters Score -439648.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -439669.343750 Penalty: 2528.157471
	Iteration 19Q: 3 clusters Score -439669.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -439685.468750 Penalty: 2528.157471
	Iteration 20F: 3 clusters Score -439685.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -439698.812500 Penalty: 2528.157471
	Iteration 21Q: 3 clusters Score -439698.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -439708.093750 Penalty: 2528.157471
	Iteration 22Q: 3 clusters Score -439708.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -439716.875000 Penalty: 2528.157471
	Iteration 23Q: 3 clusters Score -439716.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -439729.312500 Penalty: 2528.157471
	Iteration 24Q: 3 clusters Score -439729.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -439746.875000 Penalty: 2528.157471
	Iteration 25Q: 3 clusters Score -439746.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -439766.375000 Penalty: 2528.157471
	Iteration 26Q: 3 clusters Score -439766.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -439784.656250 Penalty: 2528.157471
	Iteration 27Q: 3 clusters Score -439784.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -439794.968750 Penalty: 2528.157471
	Iteration 28Q: 3 clusters Score -439795 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -439801.218750 Penalty: 2528.157471
	Iteration 29Q: 3 clusters Score -439801.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -439805.687500 Penalty: 2528.157471
	Iteration 30Q: 3 clusters Score -439805.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -439810.343750 Penalty: 2528.157471
	Iteration 31Q: 3 clusters Score -439810.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -439816.281250 Penalty: 2528.157471
	Iteration 32Q: 3 clusters Score -439816.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -439824.218750 Penalty: 2528.157471
	Iteration 33Q: 3 clusters Score -439824.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -439827.531250 Penalty: 2528.157471
	Iteration 34Q: 3 clusters Score -439827.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -439830.750000 Penalty: 2528.157471
	Iteration 35Q: 3 clusters Score -439830.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -439835.093750 Penalty: 2528.157471
	Iteration 36Q: 3 clusters Score -439835.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -439839.906250 Penalty: 2528.157471
	Iteration 37Q: 3 clusters Score -439839.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -439844.562500 Penalty: 2528.157471
	Iteration 38Q: 3 clusters Score -439844.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -439846.531250 Penalty: 2528.157471
	Iteration 39Q: 3 clusters Score -439846.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -439848.375000 Penalty: 2528.157471
	Iteration 40F: 3 clusters Score -439848.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -439849.500000 Penalty: 2528.157471
	Iteration 41Q: 3 clusters Score -439849.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -439849.750000 Penalty: 2528.157471
	Iteration 42Q: 3 clusters Score -439849.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -439850.437500 Penalty: 2528.157471
	Iteration 43Q: 3 clusters Score -439850.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -439852.531250 Penalty: 2528.157471
	Iteration 44Q: 3 clusters Score -439852.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -439855.312500 Penalty: 2528.157471
	Iteration 45Q: 3 clusters Score -439855.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -439856.906250 Penalty: 2528.157471
	Iteration 46Q: 3 clusters Score -439856.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -439857.593750 Penalty: 2528.157471
	Iteration 47Q: 3 clusters Score -439857.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -439858.531250 Penalty: 2528.157471
	Iteration 48Q: 3 clusters Score -439858.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -439858.531250 Penalty: 2528.157471
	Iteration 49F: 3 clusters Score -439858.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Entering Unmasked Estep 
Score: -177162.859375 Penalty: 1127.399536
	Iteration 0F: 2 clusters Score -177162.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -175306.625000 Penalty: 2254.799072
	Iteration 0F: 3 clusters Score -175306.6 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -175760.671875 Penalty: 2254.799072
	Iteration 1F: 3 clusters Score -175760.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -175905.093750 Penalty: 2254.799072
	Iteration 2F: 3 clusters Score -175905.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -176022.062500 Penalty: 2254.799072
	Iteration 3Q: 3 clusters Score -176022.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -176134.312500 Penalty: 2254.799072
	Iteration 4Q: 3 clusters Score -176134.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -176218.828125 Penalty: 2254.799072
	Iteration 5Q: 3 clusters Score -176218.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -176303.828125 Penalty: 2254.799072
	Iteration 6Q: 3 clusters Score -176303.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -176406.000000 Penalty: 2254.799072
	Iteration 7Q: 3 clusters Score -176406 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -176470.796875 Penalty: 2254.799072
	Iteration 8Q: 3 clusters Score -176470.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -176517.953125 Penalty: 2254.799072
	Iteration 9Q: 3 clusters Score -176518 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -176555.171875 Penalty: 2254.799072
	Iteration 10Q: 3 clusters Score -176555.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -176589.437500 Penalty: 2254.799072
	Iteration 11Q: 3 clusters Score -176589.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -176629.625000 Penalty: 2254.799072
	Iteration 12Q: 3 clusters Score -176629.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -176657.140625 Penalty: 2254.799072
	Iteration 13Q: 3 clusters Score -176657.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -176669.734375 Penalty: 2254.799072
	Iteration 14Q: 3 clusters Score -176669.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -176682.296875 Penalty: 2254.799072
	Iteration 15Q: 3 clusters Score -176682.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -176697.546875 Penalty: 2254.799072
	Iteration 16Q: 3 clusters Score -176697.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -176714.046875 Penalty: 2254.799072
	Iteration 17Q: 3 clusters Score -176714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -176724.390625 Penalty: 2254.799072
	Iteration 18Q: 3 clusters Score -176724.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -176733.156250 Penalty: 2254.799072
	Iteration 19Q: 3 clusters Score -176733.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -176740.531250 Penalty: 2254.799072
	Iteration 20F: 3 clusters Score -176740.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -176745.937500 Penalty: 2254.799072
	Iteration 21Q: 3 clusters Score -176745.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -176745.937500 Penalty: 2254.799072
	Iteration 22F: 3 clusters Score -176745.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (5005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Entering Unmasked Estep 
Score: -523593.843750 Penalty: 1267.507080
	Iteration 0F: 2 clusters Score -523593.8 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 2538 members 
Entering Unmasked Estep 
Score: -519934.031250 Penalty: 2535.014160
	Iteration 0F: 3 clusters Score -519934 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -521019.125000 Penalty: 2535.014160
	Iteration 1F: 3 clusters Score -521019.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -521232.218750 Penalty: 2535.014160
	Iteration 2F: 3 clusters Score -521232.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -521368.375000 Penalty: 2535.014160
	Iteration 3F: 3 clusters Score -521368.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -521459.312500 Penalty: 2535.014160
	Iteration 4Q: 3 clusters Score -521459.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -521533.812500 Penalty: 2535.014160
	Iteration 5Q: 3 clusters Score -521533.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -521606.125000 Penalty: 2535.014160
	Iteration 6Q: 3 clusters Score -521606.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -521682.843750 Penalty: 2535.014160
	Iteration 7Q: 3 clusters Score -521682.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -521752.468750 Penalty: 2535.014160
	Iteration 8Q: 3 clusters Score -521752.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -521831.687500 Penalty: 2535.014160
	Iteration 9Q: 3 clusters Score -521831.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -521906.031250 Penalty: 2535.014160
	Iteration 10Q: 3 clusters Score -521906 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -521982.625000 Penalty: 2535.014160
	Iteration 11Q: 3 clusters Score -521982.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -522042.093750 Penalty: 2535.014160
	Iteration 12Q: 3 clusters Score -522042.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -522094.906250 Penalty: 2535.014160
	Iteration 13Q: 3 clusters Score -522094.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -522145.625000 Penalty: 2535.014160
	Iteration 14Q: 3 clusters Score -522145.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -522203.843750 Penalty: 2535.014160
	Iteration 15Q: 3 clusters Score -522203.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -522263.000000 Penalty: 2535.014160
	Iteration 16Q: 3 clusters Score -522263 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -522309.156250 Penalty: 2535.014160
	Iteration 17Q: 3 clusters Score -522309.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -522357.531250 Penalty: 2535.014160
	Iteration 18Q: 3 clusters Score -522357.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -522401.593750 Penalty: 2535.014160
	Iteration 19Q: 3 clusters Score -522401.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -522440.937500 Penalty: 2535.014160
	Iteration 20F: 3 clusters Score -522440.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -522472.187500 Penalty: 2535.014160
	Iteration 21Q: 3 clusters Score -522472.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -522490.281250 Penalty: 2535.014160
	Iteration 22Q: 3 clusters Score -522490.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -522504.187500 Penalty: 2535.014160
	Iteration 23Q: 3 clusters Score -522504.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -522514.281250 Penalty: 2535.014160
	Iteration 24Q: 3 clusters Score -522514.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -522521.937500 Penalty: 2535.014160
	Iteration 25Q: 3 clusters Score -522521.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -522526.781250 Penalty: 2535.014160
	Iteration 26Q: 3 clusters Score -522526.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -522532.968750 Penalty: 2535.014160
	Iteration 27Q: 3 clusters Score -522533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -522538.218750 Penalty: 2535.014160
	Iteration 28Q: 3 clusters Score -522538.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -522541.281250 Penalty: 2535.014160
	Iteration 29Q: 3 clusters Score -522541.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -522543.750000 Penalty: 2535.014160
	Iteration 30Q: 3 clusters Score -522543.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -522550.093750 Penalty: 2535.014160
	Iteration 31Q: 3 clusters Score -522550.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -522553.593750 Penalty: 2535.014160
	Iteration 32Q: 3 clusters Score -522553.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -522557.781250 Penalty: 2535.014160
	Iteration 33Q: 3 clusters Score -522557.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -522562.375000 Penalty: 2535.014160
	Iteration 34Q: 3 clusters Score -522562.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -522564.093750 Penalty: 2535.014160
	Iteration 35Q: 3 clusters Score -522564.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -522567.875000 Penalty: 2535.014160
	Iteration 36Q: 3 clusters Score -522567.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -522572.312500 Penalty: 2535.014160
	Iteration 37Q: 3 clusters Score -522572.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -522578.187500 Penalty: 2535.014160
	Iteration 38Q: 3 clusters Score -522578.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -522584.125000 Penalty: 2535.014160
	Iteration 39Q: 3 clusters Score -522584.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -522588.750000 Penalty: 2535.014160
	Iteration 40F: 3 clusters Score -522588.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -522595.281250 Penalty: 2535.014160
	Iteration 41Q: 3 clusters Score -522595.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -522599.593750 Penalty: 2535.014160
	Iteration 42Q: 3 clusters Score -522599.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -522601.718750 Penalty: 2535.014160
	Iteration 43Q: 3 clusters Score -522601.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -522605.968750 Penalty: 2535.014160
	Iteration 44Q: 3 clusters Score -522606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -522612.406250 Penalty: 2535.014160
	Iteration 45Q: 3 clusters Score -522612.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -522619.406250 Penalty: 2535.014160
	Iteration 46Q: 3 clusters Score -522619.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -522624.656250 Penalty: 2535.014160
	Iteration 47Q: 3 clusters Score -522624.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -522628.312500 Penalty: 2535.014160
	Iteration 48Q: 3 clusters Score -522628.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -522633.187500 Penalty: 2535.014160
	Iteration 49Q: 3 clusters Score -522633.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -522634.406250 Penalty: 2535.014160
	Iteration 50Q: 3 clusters Score -522634.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -522635.718750 Penalty: 2535.014160
	Iteration 51Q: 3 clusters Score -522635.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -522637.281250 Penalty: 2535.014160
	Iteration 52Q: 3 clusters Score -522637.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -522638.968750 Penalty: 2535.014160
	Iteration 53Q: 3 clusters Score -522639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -522641.781250 Penalty: 2535.014160
	Iteration 54Q: 3 clusters Score -522641.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -522641.781250 Penalty: 2535.014160
	Iteration 55F: 3 clusters Score -522641.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (6494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Entering Unmasked Estep 
Score: -679741.562500 Penalty: 1306.260742
	Iteration 0F: 2 clusters Score -679741.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -675257.000000 Penalty: 2612.521484
	Iteration 0F: 3 clusters Score -675257 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -676626.812500 Penalty: 2612.521484
	Iteration 1F: 3 clusters Score -676626.8 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -676847.500000 Penalty: 2612.521484
	Iteration 2F: 3 clusters Score -676847.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -676987.375000 Penalty: 2612.521484
	Iteration 3Q: 3 clusters Score -676987.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -677076.125000 Penalty: 2612.521484
	Iteration 4Q: 3 clusters Score -677076.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -677152.875000 Penalty: 2612.521484
	Iteration 5Q: 3 clusters Score -677152.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -677228.187500 Penalty: 2612.521484
	Iteration 6Q: 3 clusters Score -677228.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -677291.562500 Penalty: 2612.521484
	Iteration 7Q: 3 clusters Score -677291.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -677352.812500 Penalty: 2612.521484
	Iteration 8Q: 3 clusters Score -677352.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -677409.625000 Penalty: 2612.521484
	Iteration 9Q: 3 clusters Score -677409.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -677463.250000 Penalty: 2612.521484
	Iteration 10Q: 3 clusters Score -677463.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -677519.187500 Penalty: 2612.521484
	Iteration 11Q: 3 clusters Score -677519.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -677575.500000 Penalty: 2612.521484
	Iteration 12Q: 3 clusters Score -677575.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -677631.875000 Penalty: 2612.521484
	Iteration 13Q: 3 clusters Score -677631.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -677680.562500 Penalty: 2612.521484
	Iteration 14Q: 3 clusters Score -677680.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -677745.312500 Penalty: 2612.521484
	Iteration 15Q: 3 clusters Score -677745.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -677818.500000 Penalty: 2612.521484
	Iteration 16Q: 3 clusters Score -677818.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -677889.687500 Penalty: 2612.521484
	Iteration 17Q: 3 clusters Score -677889.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -677963.500000 Penalty: 2612.521484
	Iteration 18Q: 3 clusters Score -677963.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -678035.437500 Penalty: 2612.521484
	Iteration 19Q: 3 clusters Score -678035.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -678104.125000 Penalty: 2612.521484
	Iteration 20F: 3 clusters Score -678104.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -678174.812500 Penalty: 2612.521484
	Iteration 21Q: 3 clusters Score -678174.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -678243.875000 Penalty: 2612.521484
	Iteration 22Q: 3 clusters Score -678243.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -678319.625000 Penalty: 2612.521484
	Iteration 23Q: 3 clusters Score -678319.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -678382.375000 Penalty: 2612.521484
	Iteration 24Q: 3 clusters Score -678382.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -678435.500000 Penalty: 2612.521484
	Iteration 25Q: 3 clusters Score -678435.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -678467.875000 Penalty: 2612.521484
	Iteration 26Q: 3 clusters Score -678467.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -678486.312500 Penalty: 2612.521484
	Iteration 27Q: 3 clusters Score -678486.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -678509.937500 Penalty: 2612.521484
	Iteration 28Q: 3 clusters Score -678509.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -678527.125000 Penalty: 2612.521484
	Iteration 29Q: 3 clusters Score -678527.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -678544.250000 Penalty: 2612.521484
	Iteration 30Q: 3 clusters Score -678544.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -678559.000000 Penalty: 2612.521484
	Iteration 31Q: 3 clusters Score -678559 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -678571.437500 Penalty: 2612.521484
	Iteration 32Q: 3 clusters Score -678571.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -678585.812500 Penalty: 2612.521484
	Iteration 33Q: 3 clusters Score -678585.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -678604.812500 Penalty: 2612.521484
	Iteration 34Q: 3 clusters Score -678604.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -678623.312500 Penalty: 2612.521484
	Iteration 35Q: 3 clusters Score -678623.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -678644.937500 Penalty: 2612.521484
	Iteration 36Q: 3 clusters Score -678644.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -678667.312500 Penalty: 2612.521484
	Iteration 37Q: 3 clusters Score -678667.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -678683.250000 Penalty: 2612.521484
	Iteration 38Q: 3 clusters Score -678683.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -678699.875000 Penalty: 2612.521484
	Iteration 39Q: 3 clusters Score -678699.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -678712.562500 Penalty: 2612.521484
	Iteration 40F: 3 clusters Score -678712.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -678729.562500 Penalty: 2612.521484
	Iteration 41Q: 3 clusters Score -678729.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -678745.312500 Penalty: 2612.521484
	Iteration 42Q: 3 clusters Score -678745.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -678756.312500 Penalty: 2612.521484
	Iteration 43Q: 3 clusters Score -678756.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -678764.437500 Penalty: 2612.521484
	Iteration 44Q: 3 clusters Score -678764.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -678772.187500 Penalty: 2612.521484
	Iteration 45Q: 3 clusters Score -678772.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -678779.250000 Penalty: 2612.521484
	Iteration 46Q: 3 clusters Score -678779.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -678784.312500 Penalty: 2612.521484
	Iteration 47Q: 3 clusters Score -678784.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -678792.250000 Penalty: 2612.521484
	Iteration 48Q: 3 clusters Score -678792.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -678796.875000 Penalty: 2612.521484
	Iteration 49Q: 3 clusters Score -678796.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -678804.312500 Penalty: 2612.521484
	Iteration 50Q: 3 clusters Score -678804.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -678807.875000 Penalty: 2612.521484
	Iteration 51Q: 3 clusters Score -678807.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -678809.812500 Penalty: 2612.521484
	Iteration 52Q: 3 clusters Score -678809.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -678811.000000 Penalty: 2612.521484
	Iteration 53Q: 3 clusters Score -678811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -678811.687500 Penalty: 2612.521484
	Iteration 54Q: 3 clusters Score -678811.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -678814.125000 Penalty: 2612.521484
	Iteration 55Q: 3 clusters Score -678814.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -678818.312500 Penalty: 2612.521484
	Iteration 56Q: 3 clusters Score -678818.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -678820.062500 Penalty: 2612.521484
	Iteration 57Q: 3 clusters Score -678820.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -678821.187500 Penalty: 2612.521484
	Iteration 58Q: 3 clusters Score -678821.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -678823.437500 Penalty: 2612.521484
	Iteration 59Q: 3 clusters Score -678823.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -678823.500000 Penalty: 2612.521484
	Iteration 60F: 3 clusters Score -678823.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -678829.375000 Penalty: 2612.521484
	Iteration 61Q: 3 clusters Score -678829.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -678829.562500 Penalty: 2612.521484
	Iteration 62Q: 3 clusters Score -678829.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -678831.687500 Penalty: 2612.521484
	Iteration 63Q: 3 clusters Score -678831.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -678833.250000 Penalty: 2612.521484
	Iteration 64Q: 3 clusters Score -678833.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -678833.250000 Penalty: 2612.521484
	Iteration 65F: 3 clusters Score -678833.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (14382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Entering Unmasked Estep 
Score: -1496725.625000 Penalty: 1424.571411
	Iteration 0F: 2 clusters Score -1496726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1487222.125000 Penalty: 2849.142822
	Iteration 0F: 3 clusters Score -1487222 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1490370.625000 Penalty: 2849.142822
	Iteration 1F: 3 clusters Score -1490371 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1490722.375000 Penalty: 2849.142822
	Iteration 2F: 3 clusters Score -1490722 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1491001.875000 Penalty: 2849.142822
	Iteration 3F: 3 clusters Score -1491002 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1491195.750000 Penalty: 2849.142822
	Iteration 4Q: 3 clusters Score -1491196 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1491356.125000 Penalty: 2849.142822
	Iteration 5Q: 3 clusters Score -1491356 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1491515.750000 Penalty: 2849.142822
	Iteration 6Q: 3 clusters Score -1491516 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1491687.000000 Penalty: 2849.142822
	Iteration 7Q: 3 clusters Score -1491687 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1491843.500000 Penalty: 2849.142822
	Iteration 8Q: 3 clusters Score -1491844 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1492043.250000 Penalty: 2849.142822
	Iteration 9Q: 3 clusters Score -1492043 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1492278.625000 Penalty: 2849.142822
	Iteration 10Q: 3 clusters Score -1492279 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1492588.250000 Penalty: 2849.142822
	Iteration 11Q: 3 clusters Score -1492588 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1492949.250000 Penalty: 2849.142822
	Iteration 12Q: 3 clusters Score -1492949 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1493326.750000 Penalty: 2849.142822
	Iteration 13Q: 3 clusters Score -1493327 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1493817.125000 Penalty: 2849.142822
	Iteration 14Q: 3 clusters Score -1493817 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1494279.125000 Penalty: 2849.142822
	Iteration 15Q: 3 clusters Score -1494279 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1494668.875000 Penalty: 2849.142822
	Iteration 16Q: 3 clusters Score -1494669 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1494973.000000 Penalty: 2849.142822
	Iteration 17Q: 3 clusters Score -1494973 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1495172.500000 Penalty: 2849.142822
	Iteration 18Q: 3 clusters Score -1495172 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1495298.000000 Penalty: 2849.142822
	Iteration 19Q: 3 clusters Score -1495298 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1495384.500000 Penalty: 2849.142822
	Iteration 20F: 3 clusters Score -1495384 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1495425.875000 Penalty: 2849.142822
	Iteration 21Q: 3 clusters Score -1495426 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1495460.875000 Penalty: 2849.142822
	Iteration 22Q: 3 clusters Score -1495461 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1495479.500000 Penalty: 2849.142822
	Iteration 23Q: 3 clusters Score -1495480 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1495492.625000 Penalty: 2849.142822
	Iteration 24Q: 3 clusters Score -1495493 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1495502.000000 Penalty: 2849.142822
	Iteration 25Q: 3 clusters Score -1495502 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1495513.375000 Penalty: 2849.142822
	Iteration 26Q: 3 clusters Score -1495513 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1495512.625000 Penalty: 2849.142822
	Iteration 27Q: 3 clusters Score -1495513 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1495517.625000 Penalty: 2849.142822
	Iteration 28Q: 3 clusters Score -1495518 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1495521.375000 Penalty: 2849.142822
	Iteration 29Q: 3 clusters Score -1495521 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1495522.625000 Penalty: 2849.142822
	Iteration 30Q: 3 clusters Score -1495523 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1495525.500000 Penalty: 2849.142822
	Iteration 31Q: 3 clusters Score -1495526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1495527.125000 Penalty: 2849.142822
	Iteration 32Q: 3 clusters Score -1495527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1495528.250000 Penalty: 2849.142822
	Iteration 33Q: 3 clusters Score -1495528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1495528.125000 Penalty: 2849.142822
	Iteration 34Q: 3 clusters Score -1495528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1495531.000000 Penalty: 2849.142822
	Iteration 35Q: 3 clusters Score -1495531 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1495531.000000 Penalty: 2849.142822
	Iteration 36Q: 3 clusters Score -1495531 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1495536.500000 Penalty: 2849.142822
	Iteration 37Q: 3 clusters Score -1495536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1495535.000000 Penalty: 2849.142822
	Iteration 38Q: 3 clusters Score -1495535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1495535.625000 Penalty: 2849.142822
	Iteration 39Q: 3 clusters Score -1495536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1495537.625000 Penalty: 2849.142822
	Iteration 40F: 3 clusters Score -1495538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1495540.125000 Penalty: 2849.142822
	Iteration 41Q: 3 clusters Score -1495540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1495539.250000 Penalty: 2849.142822
	Iteration 42Q: 3 clusters Score -1495539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1495539.250000 Penalty: 2849.142822
	Iteration 43Q: 3 clusters Score -1495539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1495541.000000 Penalty: 2849.142822
	Iteration 44Q: 3 clusters Score -1495541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1495541.625000 Penalty: 2849.142822
	Iteration 45Q: 3 clusters Score -1495542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1495541.125000 Penalty: 2849.142822
	Iteration 46Q: 3 clusters Score -1495541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1495540.250000 Penalty: 2849.142822
	Iteration 47Q: 3 clusters Score -1495540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1495540.500000 Penalty: 2849.142822
	Iteration 48Q: 3 clusters Score -1495540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1495543.500000 Penalty: 2849.142822
	Iteration 49Q: 3 clusters Score -1495544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1495544.250000 Penalty: 2849.142822
	Iteration 50Q: 3 clusters Score -1495544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1495542.750000 Penalty: 2849.142822
	Iteration 51Q: 3 clusters Score -1495543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1495542.875000 Penalty: 2849.142822
	Iteration 52Q: 3 clusters Score -1495543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1495542.875000 Penalty: 2849.142822
	Iteration 53F: 3 clusters Score -1495543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (3639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Entering Unmasked Estep 
Score: -372352.000000 Penalty: 1220.080200
	Iteration 0F: 2 clusters Score -372352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -369527.000000 Penalty: 2440.160400
	Iteration 0F: 3 clusters Score -369527 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -370338.406250 Penalty: 2440.160400
	Iteration 1F: 3 clusters Score -370338.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -370547.812500 Penalty: 2440.160400
	Iteration 2F: 3 clusters Score -370547.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -370707.875000 Penalty: 2440.160400
	Iteration 3F: 3 clusters Score -370707.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -370842.531250 Penalty: 2440.160400
	Iteration 4Q: 3 clusters Score -370842.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -370950.343750 Penalty: 2440.160400
	Iteration 5Q: 3 clusters Score -370950.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -371033.687500 Penalty: 2440.160400
	Iteration 6Q: 3 clusters Score -371033.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -371098.687500 Penalty: 2440.160400
	Iteration 7Q: 3 clusters Score -371098.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -371164.968750 Penalty: 2440.160400
	Iteration 8Q: 3 clusters Score -371165 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -371217.968750 Penalty: 2440.160400
	Iteration 9Q: 3 clusters Score -371218 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -371275.656250 Penalty: 2440.160400
	Iteration 10Q: 3 clusters Score -371275.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -371320.937500 Penalty: 2440.160400
	Iteration 11Q: 3 clusters Score -371320.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -371351.312500 Penalty: 2440.160400
	Iteration 12Q: 3 clusters Score -371351.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -371378.218750 Penalty: 2440.160400
	Iteration 13Q: 3 clusters Score -371378.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -371404.218750 Penalty: 2440.160400
	Iteration 14Q: 3 clusters Score -371404.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -371424.531250 Penalty: 2440.160400
	Iteration 15Q: 3 clusters Score -371424.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -371438.718750 Penalty: 2440.160400
	Iteration 16Q: 3 clusters Score -371438.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -371448.125000 Penalty: 2440.160400
	Iteration 17Q: 3 clusters Score -371448.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -371452.625000 Penalty: 2440.160400
	Iteration 18Q: 3 clusters Score -371452.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -371456.656250 Penalty: 2440.160400
	Iteration 19Q: 3 clusters Score -371456.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -371460.812500 Penalty: 2440.160400
	Iteration 20F: 3 clusters Score -371460.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -371465.125000 Penalty: 2440.160400
	Iteration 21Q: 3 clusters Score -371465.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -371467.312500 Penalty: 2440.160400
	Iteration 22Q: 3 clusters Score -371467.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -371472.375000 Penalty: 2440.160400
	Iteration 23Q: 3 clusters Score -371472.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -371481.812500 Penalty: 2440.160400
	Iteration 24Q: 3 clusters Score -371481.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -371491.562500 Penalty: 2440.160400
	Iteration 25Q: 3 clusters Score -371491.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -371497.625000 Penalty: 2440.160400
	Iteration 26Q: 3 clusters Score -371497.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -371500.750000 Penalty: 2440.160400
	Iteration 27Q: 3 clusters Score -371500.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -371505.218750 Penalty: 2440.160400
	Iteration 28Q: 3 clusters Score -371505.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -371511.531250 Penalty: 2440.160400
	Iteration 29Q: 3 clusters Score -371511.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -371517.125000 Penalty: 2440.160400
	Iteration 30Q: 3 clusters Score -371517.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -371521.875000 Penalty: 2440.160400
	Iteration 31Q: 3 clusters Score -371521.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -371523.437500 Penalty: 2440.160400
	Iteration 32Q: 3 clusters Score -371523.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -371524.843750 Penalty: 2440.160400
	Iteration 33Q: 3 clusters Score -371524.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -371526.843750 Penalty: 2440.160400
	Iteration 34Q: 3 clusters Score -371526.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -371528.687500 Penalty: 2440.160400
	Iteration 35Q: 3 clusters Score -371528.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -371528.937500 Penalty: 2440.160400
	Iteration 36Q: 3 clusters Score -371528.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -371529.343750 Penalty: 2440.160400
	Iteration 37Q: 3 clusters Score -371529.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -371529.343750 Penalty: 2440.160400
	Iteration 38F: 3 clusters Score -371529.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (4130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Entering Unmasked Estep 
Score: -389501.562500 Penalty: 1238.913696
	Iteration 0F: 2 clusters Score -389501.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -386294.531250 Penalty: 2477.827393
	Iteration 0F: 3 clusters Score -386294.5 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -387271.187500 Penalty: 2477.827393
	Iteration 1F: 3 clusters Score -387271.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -387500.656250 Penalty: 2477.827393
	Iteration 2F: 3 clusters Score -387500.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -387671.156250 Penalty: 2477.827393
	Iteration 3F: 3 clusters Score -387671.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -387791.812500 Penalty: 2477.827393
	Iteration 4Q: 3 clusters Score -387791.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -387880.406250 Penalty: 2477.827393
	Iteration 5Q: 3 clusters Score -387880.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -387972.968750 Penalty: 2477.827393
	Iteration 6Q: 3 clusters Score -387973 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -388058.031250 Penalty: 2477.827393
	Iteration 7Q: 3 clusters Score -388058 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -388144.375000 Penalty: 2477.827393
	Iteration 8Q: 3 clusters Score -388144.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -388230.468750 Penalty: 2477.827393
	Iteration 9Q: 3 clusters Score -388230.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -388332.562500 Penalty: 2477.827393
	Iteration 10Q: 3 clusters Score -388332.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -388424.406250 Penalty: 2477.827393
	Iteration 11Q: 3 clusters Score -388424.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -388477.250000 Penalty: 2477.827393
	Iteration 12Q: 3 clusters Score -388477.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -388521.156250 Penalty: 2477.827393
	Iteration 13Q: 3 clusters Score -388521.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -388577.156250 Penalty: 2477.827393
	Iteration 14Q: 3 clusters Score -388577.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -388642.906250 Penalty: 2477.827393
	Iteration 15Q: 3 clusters Score -388642.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -388698.062500 Penalty: 2477.827393
	Iteration 16Q: 3 clusters Score -388698.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -388747.656250 Penalty: 2477.827393
	Iteration 17Q: 3 clusters Score -388747.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -388796.031250 Penalty: 2477.827393
	Iteration 18Q: 3 clusters Score -388796 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -388842.375000 Penalty: 2477.827393
	Iteration 19Q: 3 clusters Score -388842.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -388891.000000 Penalty: 2477.827393
	Iteration 20F: 3 clusters Score -388891 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -388947.187500 Penalty: 2477.827393
	Iteration 21Q: 3 clusters Score -388947.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -388991.500000 Penalty: 2477.827393
	Iteration 22Q: 3 clusters Score -388991.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -389050.937500 Penalty: 2477.827393
	Iteration 23Q: 3 clusters Score -389050.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -389100.218750 Penalty: 2477.827393
	Iteration 24Q: 3 clusters Score -389100.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -389127.562500 Penalty: 2477.827393
	Iteration 25Q: 3 clusters Score -389127.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -389147.531250 Penalty: 2477.827393
	Iteration 26Q: 3 clusters Score -389147.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -389160.656250 Penalty: 2477.827393
	Iteration 27Q: 3 clusters Score -389160.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -389174.812500 Penalty: 2477.827393
	Iteration 28Q: 3 clusters Score -389174.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -389188.250000 Penalty: 2477.827393
	Iteration 29Q: 3 clusters Score -389188.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -389196.687500 Penalty: 2477.827393
	Iteration 30Q: 3 clusters Score -389196.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -389201.468750 Penalty: 2477.827393
	Iteration 31Q: 3 clusters Score -389201.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -389207.406250 Penalty: 2477.827393
	Iteration 32Q: 3 clusters Score -389207.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -389212.718750 Penalty: 2477.827393
	Iteration 33Q: 3 clusters Score -389212.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -389218.125000 Penalty: 2477.827393
	Iteration 34Q: 3 clusters Score -389218.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -389220.718750 Penalty: 2477.827393
	Iteration 35Q: 3 clusters Score -389220.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -389221.468750 Penalty: 2477.827393
	Iteration 36Q: 3 clusters Score -389221.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -389222.406250 Penalty: 2477.827393
	Iteration 37Q: 3 clusters Score -389222.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -389223.750000 Penalty: 2477.827393
	Iteration 38Q: 3 clusters Score -389223.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -389222.875000 Penalty: 2477.827393
	Iteration 39Q: 3 clusters Score -389222.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -389222.875000 Penalty: 2477.827393
	Iteration 40F: 3 clusters Score -389222.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (92 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Entering Unmasked Estep 
Score: -6420.292969 Penalty: 672.842163
	Iteration 0F: 2 clusters Score -6420.293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6193.649414 Penalty: 1345.684326
	Iteration 0F: 3 clusters Score -6193.649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Entering Unmasked Estep 
Score: -80657.781250 Penalty: 1012.691589
	Iteration 0F: 2 clusters Score -80657.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -79484.046875 Penalty: 2025.383179
	Iteration 0F: 3 clusters Score -79484.05 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -79710.828125 Penalty: 2025.383179
	Iteration 1F: 3 clusters Score -79710.83 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -79789.000000 Penalty: 2025.383179
	Iteration 2F: 3 clusters Score -79789 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -79823.015625 Penalty: 2025.383179
	Iteration 3Q: 3 clusters Score -79823.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -79840.140625 Penalty: 2025.383179
	Iteration 4Q: 3 clusters Score -79840.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -79860.203125 Penalty: 2025.383179
	Iteration 5Q: 3 clusters Score -79860.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -79871.000000 Penalty: 2025.383179
	Iteration 6Q: 3 clusters Score -79871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -79878.914062 Penalty: 2025.383179
	Iteration 7Q: 3 clusters Score -79878.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -79881.765625 Penalty: 2025.383179
	Iteration 8Q: 3 clusters Score -79881.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -79882.953125 Penalty: 2025.383179
	Iteration 9Q: 3 clusters Score -79882.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -79893.078125 Penalty: 2025.383179
	Iteration 10Q: 3 clusters Score -79893.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -79913.765625 Penalty: 2025.383179
	Iteration 11Q: 3 clusters Score -79913.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -79934.757812 Penalty: 2025.383179
	Iteration 12Q: 3 clusters Score -79934.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -79949.078125 Penalty: 2025.383179
	Iteration 13Q: 3 clusters Score -79949.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -79968.890625 Penalty: 2025.383179
	Iteration 14Q: 3 clusters Score -79968.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -79993.507812 Penalty: 2025.383179
	Iteration 15Q: 3 clusters Score -79993.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -80007.250000 Penalty: 2025.383179
	Iteration 16Q: 3 clusters Score -80007.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -80014.304688 Penalty: 2025.383179
	Iteration 17Q: 3 clusters Score -80014.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -80020.398438 Penalty: 2025.383179
	Iteration 18Q: 3 clusters Score -80020.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -80021.882812 Penalty: 2025.383179
	Iteration 19Q: 3 clusters Score -80021.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -80023.929688 Penalty: 2025.383179
	Iteration 20F: 3 clusters Score -80023.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (10907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Entering Unmasked Estep 
Score: -1142439.375000 Penalty: 1383.417480
	Iteration 0F: 2 clusters Score -1142439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1135102.875000 Penalty: 2766.834961
	Iteration 0F: 3 clusters Score -1135103 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1137714.500000 Penalty: 2766.834961
	Iteration 1F: 3 clusters Score -1137714 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1138291.250000 Penalty: 2766.834961
	Iteration 2F: 3 clusters Score -1138291 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1138805.375000 Penalty: 2766.834961
	Iteration 3F: 3 clusters Score -1138805 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1139315.500000 Penalty: 2766.834961
	Iteration 4F: 3 clusters Score -1139316 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1139726.250000 Penalty: 2766.834961
	Iteration 5F: 3 clusters Score -1139726 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1139991.000000 Penalty: 2766.834961
	Iteration 6Q: 3 clusters Score -1139991 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1140173.375000 Penalty: 2766.834961
	Iteration 7Q: 3 clusters Score -1140173 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1140274.750000 Penalty: 2766.834961
	Iteration 8Q: 3 clusters Score -1140275 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1140354.125000 Penalty: 2766.834961
	Iteration 9Q: 3 clusters Score -1140354 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1140423.500000 Penalty: 2766.834961
	Iteration 10Q: 3 clusters Score -1140424 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1140481.375000 Penalty: 2766.834961
	Iteration 11Q: 3 clusters Score -1140481 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1140522.625000 Penalty: 2766.834961
	Iteration 12Q: 3 clusters Score -1140523 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1140568.500000 Penalty: 2766.834961
	Iteration 13Q: 3 clusters Score -1140568 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1140608.375000 Penalty: 2766.834961
	Iteration 14Q: 3 clusters Score -1140608 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1140651.375000 Penalty: 2766.834961
	Iteration 15Q: 3 clusters Score -1140651 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1140688.750000 Penalty: 2766.834961
	Iteration 16Q: 3 clusters Score -1140689 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1140715.625000 Penalty: 2766.834961
	Iteration 17Q: 3 clusters Score -1140716 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1140747.250000 Penalty: 2766.834961
	Iteration 18Q: 3 clusters Score -1140747 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1140769.625000 Penalty: 2766.834961
	Iteration 19Q: 3 clusters Score -1140770 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1140791.125000 Penalty: 2766.834961
	Iteration 20F: 3 clusters Score -1140791 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1140814.375000 Penalty: 2766.834961
	Iteration 21Q: 3 clusters Score -1140814 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1140846.250000 Penalty: 2766.834961
	Iteration 22Q: 3 clusters Score -1140846 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1140873.875000 Penalty: 2766.834961
	Iteration 23Q: 3 clusters Score -1140874 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1140901.250000 Penalty: 2766.834961
	Iteration 24Q: 3 clusters Score -1140901 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1140933.625000 Penalty: 2766.834961
	Iteration 25Q: 3 clusters Score -1140934 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1140964.125000 Penalty: 2766.834961
	Iteration 26Q: 3 clusters Score -1140964 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1140998.750000 Penalty: 2766.834961
	Iteration 27Q: 3 clusters Score -1140999 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1141036.000000 Penalty: 2766.834961
	Iteration 28Q: 3 clusters Score -1141036 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1141085.125000 Penalty: 2766.834961
	Iteration 29Q: 3 clusters Score -1141085 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1141137.000000 Penalty: 2766.834961
	Iteration 30Q: 3 clusters Score -1141137 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1141180.500000 Penalty: 2766.834961
	Iteration 31Q: 3 clusters Score -1141180 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1141225.750000 Penalty: 2766.834961
	Iteration 32Q: 3 clusters Score -1141226 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1141271.250000 Penalty: 2766.834961
	Iteration 33Q: 3 clusters Score -1141271 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1141310.000000 Penalty: 2766.834961
	Iteration 34Q: 3 clusters Score -1141310 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1141358.000000 Penalty: 2766.834961
	Iteration 35Q: 3 clusters Score -1141358 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1141400.125000 Penalty: 2766.834961
	Iteration 36Q: 3 clusters Score -1141400 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1141441.250000 Penalty: 2766.834961
	Iteration 37Q: 3 clusters Score -1141441 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1141495.375000 Penalty: 2766.834961
	Iteration 38Q: 3 clusters Score -1141495 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1141547.750000 Penalty: 2766.834961
	Iteration 39Q: 3 clusters Score -1141548 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1141585.000000 Penalty: 2766.834961
	Iteration 40F: 3 clusters Score -1141585 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1141612.125000 Penalty: 2766.834961
	Iteration 41Q: 3 clusters Score -1141612 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1141635.250000 Penalty: 2766.834961
	Iteration 42Q: 3 clusters Score -1141635 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1141647.000000 Penalty: 2766.834961
	Iteration 43Q: 3 clusters Score -1141647 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1141661.625000 Penalty: 2766.834961
	Iteration 44Q: 3 clusters Score -1141662 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1141679.625000 Penalty: 2766.834961
	Iteration 45Q: 3 clusters Score -1141680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1141690.875000 Penalty: 2766.834961
	Iteration 46Q: 3 clusters Score -1141691 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1141702.125000 Penalty: 2766.834961
	Iteration 47Q: 3 clusters Score -1141702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1141710.000000 Penalty: 2766.834961
	Iteration 48Q: 3 clusters Score -1141710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1141709.875000 Penalty: 2766.834961
	Iteration 49Q: 3 clusters Score -1141710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1141713.625000 Penalty: 2766.834961
	Iteration 50Q: 3 clusters Score -1141714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1141718.375000 Penalty: 2766.834961
	Iteration 51Q: 3 clusters Score -1141718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1141723.375000 Penalty: 2766.834961
	Iteration 52Q: 3 clusters Score -1141723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1141723.250000 Penalty: 2766.834961
	Iteration 53Q: 3 clusters Score -1141723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1141730.625000 Penalty: 2766.834961
	Iteration 54Q: 3 clusters Score -1141731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1141733.750000 Penalty: 2766.834961
	Iteration 55Q: 3 clusters Score -1141734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1141733.500000 Penalty: 2766.834961
	Iteration 56Q: 3 clusters Score -1141734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1141734.750000 Penalty: 2766.834961
	Iteration 57Q: 3 clusters Score -1141735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1141736.250000 Penalty: 2766.834961
	Iteration 58Q: 3 clusters Score -1141736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1141737.250000 Penalty: 2766.834961
	Iteration 59Q: 3 clusters Score -1141737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1141737.250000 Penalty: 2766.834961
	Iteration 60F: 3 clusters Score -1141737 nChanged 0
--- Evaluating fit on full set of 1799619 points ---
Entering Unmasked Estep 
Score: -175919488.000000 Penalty: 102872.601562
21->49 Clusters: Score -175919488.000000, best is -175949616.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 899809 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43004 members 
Mstep: Class 2 contains 42945 members 
Mstep: Class 3 contains 42567 members 
Mstep: Class 4 contains 42693 members 
Mstep: Class 5 contains 42685 members 
Mstep: Class 6 contains 43260 members 
Mstep: Class 7 contains 42537 members 
Mstep: Class 8 contains 42747 members 
Mstep: Class 9 contains 42923 members 
Mstep: Class 10 contains 43305 members 
Mstep: Class 11 contains 43041 members 
Mstep: Class 12 contains 42633 members 
Mstep: Class 13 contains 43053 members 
Mstep: Class 14 contains 42574 members 
Mstep: Class 15 contains 42698 members 
Mstep: Class 16 contains 42704 members 
Mstep: Class 17 contains 42921 members 
Mstep: Class 18 contains 43328 members 
Mstep: Class 19 contains 42566 members 
Mstep: Class 20 contains 42497 members 
Mstep: Class 21 contains 43128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 1549.017700 but Gain 2040.035156
Score: -83744336.000000 Penalty: 40800.777344
Iteration 0F: 21 clusters Score -8.374434e+07 nChanged 853038
Entering Unmasked Mstep 
Mstep: Class 0 contains 482 members 
Mstep: Class 1 contains 53866 members 
Mstep: Class 2 contains 57948 members 
Mstep: Class 3 contains 40494 members 
Mstep: Class 4 contains 20860 members 
Mstep: Class 5 contains 35219 members 
Mstep: Class 6 contains 35584 members 
Mstep: Class 7 contains 33564 members 
Mstep: Class 9 contains 72995 members 
Mstep: Class 10 contains 47373 members 
Mstep: Class 11 contains 104624 members 
Mstep: Class 12 contains 80291 members 
Mstep: Class 13 contains 24540 members 
Mstep: Class 14 contains 45047 members 
Mstep: Class 15 contains 47970 members 
Mstep: Class 16 contains 25588 members 
Mstep: Class 17 contains 31290 members 
Mstep: Class 18 contains 19782 members 
Mstep: Class 19 contains 47357 members 
Mstep: Class 20 contains 49993 members 
Mstep: Class 21 contains 24942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85631944.000000 Penalty: 40800.777344
Iteration 1F: 21 clusters Score -8.563194e+07 nChanged 343644
Entering Unmasked Mstep 
Mstep: Class 0 contains 228 members 
Mstep: Class 1 contains 43797 members 
Mstep: Class 2 contains 58814 members 
Mstep: Class 3 contains 28266 members 
Mstep: Class 4 contains 18130 members 
Mstep: Class 5 contains 27355 members 
Mstep: Class 6 contains 30269 members 
Mstep: Class 7 contains 36422 members 
Mstep: Class 9 contains 93275 members 
Mstep: Class 10 contains 43336 members 
Mstep: Class 11 contains 161167 members 
Mstep: Class 12 contains 73571 members 
Mstep: Class 13 contains 19184 members 
Mstep: Class 14 contains 46575 members 
Mstep: Class 15 contains 36738 members 
Mstep: Class 16 contains 21803 members 
Mstep: Class 17 contains 24013 members 
Mstep: Class 18 contains 16079 members 
Mstep: Class 19 contains 47455 members 
Mstep: Class 20 contains 55328 members 
Mstep: Class 21 contains 18004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86350240.000000 Penalty: 40800.777344
Iteration 2F: 21 clusters Score -8.635024e+07 nChanged 279464
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 35376 members 
Mstep: Class 2 contains 65049 members 
Mstep: Class 3 contains 18620 members 
Mstep: Class 4 contains 18126 members 
Mstep: Class 5 contains 20289 members 
Mstep: Class 6 contains 27948 members 
Mstep: Class 7 contains 41030 members 
Mstep: Class 9 contains 97391 members 
Mstep: Class 10 contains 37329 members 
Mstep: Class 11 contains 214255 members 
Mstep: Class 12 contains 66904 members 
Mstep: Class 13 contains 17179 members 
Mstep: Class 14 contains 42789 members 
Mstep: Class 15 contains 27813 members 
Mstep: Class 16 contains 16569 members 
Mstep: Class 17 contains 17398 members 
Mstep: Class 18 contains 11165 members 
Mstep: Class 19 contains 53371 members 
Mstep: Class 20 contains 59435 members 
Mstep: Class 21 contains 11681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86803520.000000 Penalty: 40800.777344
Iteration 3F: 21 clusters Score -8.680352e+07 nChanged 207913
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 33563 members 
Mstep: Class 2 contains 69011 members 
Mstep: Class 3 contains 12105 members 
Mstep: Class 4 contains 18765 members 
Mstep: Class 5 contains 15053 members 
Mstep: Class 6 contains 27421 members 
Mstep: Class 7 contains 43647 members 
Mstep: Class 9 contains 89973 members 
Mstep: Class 10 contains 31887 members 
Mstep: Class 11 contains 246350 members 
Mstep: Class 12 contains 64684 members 
Mstep: Class 13 contains 15748 members 
Mstep: Class 14 contains 33818 members 
Mstep: Class 15 contains 23368 members 
Mstep: Class 16 contains 12513 members 
Mstep: Class 17 contains 12147 members 
Mstep: Class 18 contains 9557 members 
Mstep: Class 19 contains 65923 members 
Mstep: Class 20 contains 66503 members 
Mstep: Class 21 contains 7699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87076000.000000 Penalty: 40800.777344
Iteration 4F: 21 clusters Score -8.7076e+07 nChanged 156381
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 34679 members 
Mstep: Class 2 contains 69571 members 
Mstep: Class 3 contains 8128 members 
Mstep: Class 4 contains 18042 members 
Mstep: Class 5 contains 12327 members 
Mstep: Class 6 contains 26706 members 
Mstep: Class 7 contains 44831 members 
Mstep: Class 9 contains 83688 members 
Mstep: Class 10 contains 28148 members 
Mstep: Class 11 contains 259986 members 
Mstep: Class 12 contains 63346 members 
Mstep: Class 13 contains 15079 members 
Mstep: Class 14 contains 24916 members 
Mstep: Class 15 contains 21160 members 
Mstep: Class 16 contains 10848 members 
Mstep: Class 17 contains 9535 members 
Mstep: Class 18 contains 9902 members 
Mstep: Class 19 contains 77559 members 
Mstep: Class 20 contains 75300 members 
Mstep: Class 21 contains 5989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87266120.000000 Penalty: 40800.777344
Iteration 5F: 21 clusters Score -8.726612e+07 nChanged 122374
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 37247 members 
Mstep: Class 2 contains 69376 members 
Mstep: Class 3 contains 6252 members 
Mstep: Class 4 contains 16046 members 
Mstep: Class 5 contains 11356 members 
Mstep: Class 6 contains 25108 members 
Mstep: Class 7 contains 45986 members 
Mstep: Class 9 contains 83777 members 
Mstep: Class 10 contains 26081 members 
Mstep: Class 11 contains 260789 members 
Mstep: Class 12 contains 60719 members 
Mstep: Class 13 contains 14990 members 
Mstep: Class 14 contains 18267 members 
Mstep: Class 15 contains 20226 members 
Mstep: Class 16 contains 10212 members 
Mstep: Class 17 contains 8790 members 
Mstep: Class 18 contains 10401 members 
Mstep: Class 19 contains 84819 members 
Mstep: Class 20 contains 83817 members 
Mstep: Class 21 contains 5477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87411856.000000 Penalty: 40800.777344
Iteration 6F: 21 clusters Score -8.741186e+07 nChanged 96543
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 40483 members 
Mstep: Class 2 contains 69200 members 
Mstep: Class 3 contains 5623 members 
Mstep: Class 4 contains 13766 members 
Mstep: Class 5 contains 10711 members 
Mstep: Class 6 contains 23516 members 
Mstep: Class 7 contains 46096 members 
Mstep: Class 9 contains 86286 members 
Mstep: Class 10 contains 26341 members 
Mstep: Class 11 contains 256780 members 
Mstep: Class 12 contains 57551 members 
Mstep: Class 13 contains 15185 members 
Mstep: Class 14 contains 13863 members 
Mstep: Class 15 contains 19399 members 
Mstep: Class 16 contains 9903 members 
Mstep: Class 17 contains 9088 members 
Mstep: Class 18 contains 10794 members 
Mstep: Class 19 contains 88875 members 
Mstep: Class 20 contains 90846 members 
Mstep: Class 21 contains 5430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87514352.000000 Penalty: 40800.777344
Iteration 7F: 21 clusters Score -8.751435e+07 nChanged 73706
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 43061 members 
Mstep: Class 2 contains 67657 members 
Mstep: Class 3 contains 5655 members 
Mstep: Class 4 contains 12045 members 
Mstep: Class 5 contains 9926 members 
Mstep: Class 6 contains 22849 members 
Mstep: Class 7 contains 45631 members 
Mstep: Class 9 contains 87060 members 
Mstep: Class 10 contains 28238 members 
Mstep: Class 11 contains 252899 members 
Mstep: Class 12 contains 54534 members 
Mstep: Class 13 contains 15607 members 
Mstep: Class 14 contains 10960 members 
Mstep: Class 15 contains 18052 members 
Mstep: Class 16 contains 10039 members 
Mstep: Class 17 contains 9904 members 
Mstep: Class 18 contains 11049 members 
Mstep: Class 19 contains 92063 members 
Mstep: Class 20 contains 96910 members 
Mstep: Class 21 contains 5595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87575464.000000 Penalty: 40800.777344
Iteration 8F: 21 clusters Score -8.757546e+07 nChanged 55202
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 44920 members 
Mstep: Class 2 contains 65173 members 
Mstep: Class 3 contains 5987 members 
Mstep: Class 4 contains 11065 members 
Mstep: Class 5 contains 9171 members 
Mstep: Class 6 contains 23240 members 
Mstep: Class 7 contains 45027 members 
Mstep: Class 9 contains 86563 members 
Mstep: Class 10 contains 31040 members 
Mstep: Class 11 contains 248025 members 
Mstep: Class 12 contains 52242 members 
Mstep: Class 13 contains 16125 members 
Mstep: Class 14 contains 9011 members 
Mstep: Class 15 contains 16537 members 
Mstep: Class 16 contains 10481 members 
Mstep: Class 17 contains 10863 members 
Mstep: Class 18 contains 11187 members 
Mstep: Class 19 contains 94840 members 
Mstep: Class 20 contains 102346 members 
Mstep: Class 21 contains 5890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87614720.000000 Penalty: 40800.777344
Iteration 9F: 21 clusters Score -8.761472e+07 nChanged 43429
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 46415 members 
Mstep: Class 2 contains 62875 members 
Mstep: Class 3 contains 6516 members 
Mstep: Class 4 contains 10746 members 
Mstep: Class 5 contains 8590 members 
Mstep: Class 6 contains 23809 members 
Mstep: Class 7 contains 44268 members 
Mstep: Class 9 contains 85333 members 
Mstep: Class 10 contains 34098 members 
Mstep: Class 11 contains 241975 members 
Mstep: Class 12 contains 50392 members 
Mstep: Class 13 contains 16656 members 
Mstep: Class 14 contains 7860 members 
Mstep: Class 15 contains 15340 members 
Mstep: Class 16 contains 11179 members 
Mstep: Class 17 contains 11787 members 
Mstep: Class 18 contains 11178 members 
Mstep: Class 19 contains 97192 members 
Mstep: Class 20 contains 107187 members 
Mstep: Class 21 contains 6336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87645032.000000 Penalty: 40800.777344
Iteration 10Q: 21 clusters Score -8.764503e+07 nChanged 37404
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 47948 members 
Mstep: Class 2 contains 60989 members 
Mstep: Class 3 contains 7043 members 
Mstep: Class 4 contains 10803 members 
Mstep: Class 5 contains 8118 members 
Mstep: Class 6 contains 24157 members 
Mstep: Class 7 contains 43564 members 
Mstep: Class 9 contains 83376 members 
Mstep: Class 10 contains 37410 members 
Mstep: Class 11 contains 235447 members 
Mstep: Class 12 contains 48941 members 
Mstep: Class 13 contains 17121 members 
Mstep: Class 14 contains 7106 members 
Mstep: Class 15 contains 14722 members 
Mstep: Class 16 contains 11903 members 
Mstep: Class 17 contains 12630 members 
Mstep: Class 18 contains 11152 members 
Mstep: Class 19 contains 99168 members 
Mstep: Class 20 contains 111338 members 
Mstep: Class 21 contains 6793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87672416.000000 Penalty: 40800.777344
Iteration 11Q: 21 clusters Score -8.767242e+07 nChanged 34574
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 50132 members 
Mstep: Class 2 contains 59427 members 
Mstep: Class 3 contains 7541 members 
Mstep: Class 4 contains 11093 members 
Mstep: Class 5 contains 7657 members 
Mstep: Class 6 contains 24022 members 
Mstep: Class 7 contains 42900 members 
Mstep: Class 9 contains 80756 members 
Mstep: Class 10 contains 40616 members 
Mstep: Class 11 contains 228119 members 
Mstep: Class 12 contains 47776 members 
Mstep: Class 13 contains 17748 members 
Mstep: Class 14 contains 6698 members 
Mstep: Class 15 contains 15352 members 
Mstep: Class 16 contains 12430 members 
Mstep: Class 17 contains 13207 members 
Mstep: Class 18 contains 11085 members 
Mstep: Class 19 contains 101136 members 
Mstep: Class 20 contains 114811 members 
Mstep: Class 21 contains 7223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87700472.000000 Penalty: 40800.777344
Iteration 12Q: 21 clusters Score -8.770047e+07 nChanged 33216
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 53092 members 
Mstep: Class 2 contains 58089 members 
Mstep: Class 3 contains 8022 members 
Mstep: Class 4 contains 11592 members 
Mstep: Class 5 contains 7273 members 
Mstep: Class 6 contains 23149 members 
Mstep: Class 7 contains 42440 members 
Mstep: Class 9 contains 77619 members 
Mstep: Class 10 contains 43585 members 
Mstep: Class 11 contains 220098 members 
Mstep: Class 12 contains 46936 members 
Mstep: Class 13 contains 18451 members 
Mstep: Class 14 contains 6480 members 
Mstep: Class 15 contains 17197 members 
Mstep: Class 16 contains 12736 members 
Mstep: Class 17 contains 13466 members 
Mstep: Class 18 contains 11001 members 
Mstep: Class 19 contains 103256 members 
Mstep: Class 20 contains 117679 members 
Mstep: Class 21 contains 7568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87727504.000000 Penalty: 40800.777344
Iteration 13Q: 21 clusters Score -8.77275e+07 nChanged 30153
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 56187 members 
Mstep: Class 2 contains 56916 members 
Mstep: Class 3 contains 8464 members 
Mstep: Class 4 contains 12237 members 
Mstep: Class 5 contains 6909 members 
Mstep: Class 6 contains 22200 members 
Mstep: Class 7 contains 42084 members 
Mstep: Class 9 contains 73947 members 
Mstep: Class 10 contains 46080 members 
Mstep: Class 11 contains 212299 members 
Mstep: Class 12 contains 46355 members 
Mstep: Class 13 contains 19213 members 
Mstep: Class 14 contains 6358 members 
Mstep: Class 15 contains 19123 members 
Mstep: Class 16 contains 13030 members 
Mstep: Class 17 contains 13642 members 
Mstep: Class 18 contains 10936 members 
Mstep: Class 19 contains 105912 members 
Mstep: Class 20 contains 120039 members 
Mstep: Class 21 contains 7798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87749016.000000 Penalty: 40800.777344
Iteration 14Q: 21 clusters Score -8.774902e+07 nChanged 26303
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 58542 members 
Mstep: Class 2 contains 55557 members 
Mstep: Class 3 contains 8899 members 
Mstep: Class 4 contains 12941 members 
Mstep: Class 5 contains 6622 members 
Mstep: Class 6 contains 21523 members 
Mstep: Class 7 contains 41764 members 
Mstep: Class 9 contains 70095 members 
Mstep: Class 10 contains 48051 members 
Mstep: Class 11 contains 205044 members 
Mstep: Class 12 contains 46027 members 
Mstep: Class 13 contains 19976 members 
Mstep: Class 14 contains 6318 members 
Mstep: Class 15 contains 20807 members 
Mstep: Class 16 contains 13632 members 
Mstep: Class 17 contains 13800 members 
Mstep: Class 18 contains 10847 members 
Mstep: Class 19 contains 109161 members 
Mstep: Class 20 contains 122157 members 
Mstep: Class 21 contains 7966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87765240.000000 Penalty: 40800.777344
Iteration 15Q: 21 clusters Score -8.776524e+07 nChanged 22567
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 59982 members 
Mstep: Class 2 contains 54173 members 
Mstep: Class 3 contains 9383 members 
Mstep: Class 4 contains 13675 members 
Mstep: Class 5 contains 6416 members 
Mstep: Class 6 contains 21230 members 
Mstep: Class 7 contains 41512 members 
Mstep: Class 9 contains 66371 members 
Mstep: Class 10 contains 49561 members 
Mstep: Class 11 contains 198381 members 
Mstep: Class 12 contains 45834 members 
Mstep: Class 13 contains 20784 members 
Mstep: Class 14 contains 6409 members 
Mstep: Class 15 contains 22348 members 
Mstep: Class 16 contains 14255 members 
Mstep: Class 17 contains 13867 members 
Mstep: Class 18 contains 10793 members 
Mstep: Class 19 contains 112647 members 
Mstep: Class 20 contains 124069 members 
Mstep: Class 21 contains 8039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87777688.000000 Penalty: 40800.777344
Iteration 16Q: 21 clusters Score -8.777769e+07 nChanged 19317
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 60957 members 
Mstep: Class 2 contains 52943 members 
Mstep: Class 3 contains 9895 members 
Mstep: Class 4 contains 14410 members 
Mstep: Class 5 contains 6248 members 
Mstep: Class 6 contains 20905 members 
Mstep: Class 7 contains 41290 members 
Mstep: Class 9 contains 63455 members 
Mstep: Class 10 contains 50734 members 
Mstep: Class 11 contains 192285 members 
Mstep: Class 12 contains 45822 members 
Mstep: Class 13 contains 21660 members 
Mstep: Class 14 contains 6557 members 
Mstep: Class 15 contains 23784 members 
Mstep: Class 16 contains 14777 members 
Mstep: Class 17 contains 13786 members 
Mstep: Class 18 contains 10723 members 
Mstep: Class 19 contains 115643 members 
Mstep: Class 20 contains 125769 members 
Mstep: Class 21 contains 8086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87787432.000000 Penalty: 40800.777344
Iteration 17Q: 21 clusters Score -8.778743e+07 nChanged 15775
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 61631 members 
Mstep: Class 2 contains 52039 members 
Mstep: Class 3 contains 10358 members 
Mstep: Class 4 contains 15063 members 
Mstep: Class 5 contains 6065 members 
Mstep: Class 6 contains 20644 members 
Mstep: Class 7 contains 41091 members 
Mstep: Class 9 contains 62147 members 
Mstep: Class 10 contains 51611 members 
Mstep: Class 11 contains 186839 members 
Mstep: Class 12 contains 45990 members 
Mstep: Class 13 contains 22605 members 
Mstep: Class 14 contains 6711 members 
Mstep: Class 15 contains 25113 members 
Mstep: Class 16 contains 15143 members 
Mstep: Class 17 contains 13660 members 
Mstep: Class 18 contains 10689 members 
Mstep: Class 19 contains 116835 members 
Mstep: Class 20 contains 127380 members 
Mstep: Class 21 contains 8115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87793184.000000 Penalty: 40800.777344
Iteration 18Q: 21 clusters Score -8.779318e+07 nChanged 13469
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 62088 members 
Mstep: Class 2 contains 51504 members 
Mstep: Class 3 contains 10808 members 
Mstep: Class 4 contains 15720 members 
Mstep: Class 5 contains 5882 members 
Mstep: Class 6 contains 20484 members 
Mstep: Class 7 contains 40930 members 
Mstep: Class 9 contains 61421 members 
Mstep: Class 10 contains 52358 members 
Mstep: Class 11 contains 181817 members 
Mstep: Class 12 contains 46198 members 
Mstep: Class 13 contains 23636 members 
Mstep: Class 14 contains 6871 members 
Mstep: Class 15 contains 26431 members 
Mstep: Class 16 contains 15387 members 
Mstep: Class 17 contains 13632 members 
Mstep: Class 18 contains 10701 members 
Mstep: Class 19 contains 116795 members 
Mstep: Class 20 contains 128947 members 
Mstep: Class 21 contains 8118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87797944.000000 Penalty: 40800.777344
Iteration 19Q: 21 clusters Score -8.779794e+07 nChanged 12266
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 62372 members 
Mstep: Class 2 contains 51302 members 
Mstep: Class 3 contains 11232 members 
Mstep: Class 4 contains 16380 members 
Mstep: Class 5 contains 5717 members 
Mstep: Class 6 contains 20396 members 
Mstep: Class 7 contains 40749 members 
Mstep: Class 9 contains 60600 members 
Mstep: Class 10 contains 52990 members 
Mstep: Class 11 contains 177243 members 
Mstep: Class 12 contains 46410 members 
Mstep: Class 13 contains 24780 members 
Mstep: Class 14 contains 7022 members 
Mstep: Class 15 contains 27637 members 
Mstep: Class 16 contains 15562 members 
Mstep: Class 17 contains 13657 members 
Mstep: Class 18 contains 10741 members 
Mstep: Class 19 contains 116376 members 
Mstep: Class 20 contains 130467 members 
Mstep: Class 21 contains 8094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87802496.000000 Penalty: 40800.777344
Iteration 20F: 21 clusters Score -8.78025e+07 nChanged 12290
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 62646 members 
Mstep: Class 2 contains 51500 members 
Mstep: Class 3 contains 11932 members 
Mstep: Class 4 contains 16946 members 
Mstep: Class 5 contains 5743 members 
Mstep: Class 6 contains 20419 members 
Mstep: Class 7 contains 40607 members 
Mstep: Class 9 contains 59409 members 
Mstep: Class 10 contains 53500 members 
Mstep: Class 11 contains 172829 members 
Mstep: Class 12 contains 46381 members 
Mstep: Class 13 contains 25972 members 
Mstep: Class 14 contains 7171 members 
Mstep: Class 15 contains 28770 members 
Mstep: Class 16 contains 15743 members 
Mstep: Class 17 contains 13723 members 
Mstep: Class 18 contains 10756 members 
Mstep: Class 19 contains 115788 members 
Mstep: Class 20 contains 131808 members 
Mstep: Class 21 contains 8084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87806392.000000 Penalty: 40800.777344
Iteration 21Q: 21 clusters Score -8.780639e+07 nChanged 12355
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 62857 members 
Mstep: Class 2 contains 52127 members 
Mstep: Class 3 contains 12679 members 
Mstep: Class 4 contains 17516 members 
Mstep: Class 5 contains 5836 members 
Mstep: Class 6 contains 20646 members 
Mstep: Class 7 contains 40490 members 
Mstep: Class 9 contains 57768 members 
Mstep: Class 10 contains 53937 members 
Mstep: Class 11 contains 168744 members 
Mstep: Class 12 contains 46268 members 
Mstep: Class 13 contains 27092 members 
Mstep: Class 14 contains 7279 members 
Mstep: Class 15 contains 29912 members 
Mstep: Class 16 contains 15870 members 
Mstep: Class 17 contains 13788 members 
Mstep: Class 18 contains 10787 members 
Mstep: Class 19 contains 115084 members 
Mstep: Class 20 contains 133007 members 
Mstep: Class 21 contains 8040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87812344.000000 Penalty: 40800.777344
Iteration 22Q: 21 clusters Score -8.781234e+07 nChanged 11902
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 63040 members 
Mstep: Class 2 contains 52952 members 
Mstep: Class 3 contains 13471 members 
Mstep: Class 4 contains 18066 members 
Mstep: Class 5 contains 5939 members 
Mstep: Class 6 contains 21118 members 
Mstep: Class 7 contains 40412 members 
Mstep: Class 9 contains 55855 members 
Mstep: Class 10 contains 54327 members 
Mstep: Class 11 contains 164974 members 
Mstep: Class 12 contains 46180 members 
Mstep: Class 13 contains 27907 members 
Mstep: Class 14 contains 7357 members 
Mstep: Class 15 contains 30938 members 
Mstep: Class 16 contains 15939 members 
Mstep: Class 17 contains 13906 members 
Mstep: Class 18 contains 10788 members 
Mstep: Class 19 contains 114366 members 
Mstep: Class 20 contains 134196 members 
Mstep: Class 21 contains 7995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87816920.000000 Penalty: 40800.777344
Iteration 23Q: 21 clusters Score -8.781692e+07 nChanged 11423
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 63193 members 
Mstep: Class 2 contains 53690 members 
Mstep: Class 3 contains 14256 members 
Mstep: Class 4 contains 18638 members 
Mstep: Class 5 contains 6050 members 
Mstep: Class 6 contains 21724 members 
Mstep: Class 7 contains 40350 members 
Mstep: Class 9 contains 53972 members 
Mstep: Class 10 contains 54633 members 
Mstep: Class 11 contains 161469 members 
Mstep: Class 12 contains 46056 members 
Mstep: Class 13 contains 28518 members 
Mstep: Class 14 contains 7405 members 
Mstep: Class 15 contains 32002 members 
Mstep: Class 16 contains 15964 members 
Mstep: Class 17 contains 14090 members 
Mstep: Class 18 contains 10807 members 
Mstep: Class 19 contains 113609 members 
Mstep: Class 20 contains 135299 members 
Mstep: Class 21 contains 8000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87821840.000000 Penalty: 40800.777344
Iteration 24Q: 21 clusters Score -8.782184e+07 nChanged 10367
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 63336 members 
Mstep: Class 2 contains 54082 members 
Mstep: Class 3 contains 15002 members 
Mstep: Class 4 contains 19163 members 
Mstep: Class 5 contains 6191 members 
Mstep: Class 6 contains 22503 members 
Mstep: Class 7 contains 40277 members 
Mstep: Class 9 contains 52289 members 
Mstep: Class 10 contains 54889 members 
Mstep: Class 11 contains 158155 members 
Mstep: Class 12 contains 45838 members 
Mstep: Class 13 contains 28983 members 
Mstep: Class 14 contains 7439 members 
Mstep: Class 15 contains 33019 members 
Mstep: Class 16 contains 15979 members 
Mstep: Class 17 contains 14365 members 
Mstep: Class 18 contains 10845 members 
Mstep: Class 19 contains 112985 members 
Mstep: Class 20 contains 136377 members 
Mstep: Class 21 contains 8008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87825512.000000 Penalty: 40800.777344
Iteration 25Q: 21 clusters Score -8.782551e+07 nChanged 9321
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 63516 members 
Mstep: Class 2 contains 54194 members 
Mstep: Class 3 contains 15683 members 
Mstep: Class 4 contains 19602 members 
Mstep: Class 5 contains 6341 members 
Mstep: Class 6 contains 23383 members 
Mstep: Class 7 contains 40187 members 
Mstep: Class 9 contains 50846 members 
Mstep: Class 10 contains 55103 members 
Mstep: Class 11 contains 155066 members 
Mstep: Class 12 contains 45610 members 
Mstep: Class 13 contains 29304 members 
Mstep: Class 14 contains 7483 members 
Mstep: Class 15 contains 33969 members 
Mstep: Class 16 contains 15990 members 
Mstep: Class 17 contains 14735 members 
Mstep: Class 18 contains 10886 members 
Mstep: Class 19 contains 112395 members 
Mstep: Class 20 contains 137395 members 
Mstep: Class 21 contains 8036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87828216.000000 Penalty: 40800.777344
Iteration 26Q: 21 clusters Score -8.782822e+07 nChanged 8368
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 63676 members 
Mstep: Class 2 contains 54141 members 
Mstep: Class 3 contains 16298 members 
Mstep: Class 4 contains 20002 members 
Mstep: Class 5 contains 6476 members 
Mstep: Class 6 contains 24237 members 
Mstep: Class 7 contains 40045 members 
Mstep: Class 9 contains 49553 members 
Mstep: Class 10 contains 55310 members 
Mstep: Class 11 contains 152310 members 
Mstep: Class 12 contains 45302 members 
Mstep: Class 13 contains 29501 members 
Mstep: Class 14 contains 7592 members 
Mstep: Class 15 contains 34887 members 
Mstep: Class 16 contains 16006 members 
Mstep: Class 17 contains 15167 members 
Mstep: Class 18 contains 10942 members 
Mstep: Class 19 contains 111897 members 
Mstep: Class 20 contains 138308 members 
Mstep: Class 21 contains 8074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87831608.000000 Penalty: 40800.777344
Iteration 27Q: 21 clusters Score -8.783161e+07 nChanged 7897
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 63825 members 
Mstep: Class 2 contains 53998 members 
Mstep: Class 3 contains 16821 members 
Mstep: Class 4 contains 20382 members 
Mstep: Class 5 contains 6573 members 
Mstep: Class 6 contains 24974 members 
Mstep: Class 7 contains 39903 members 
Mstep: Class 9 contains 48345 members 
Mstep: Class 10 contains 55503 members 
Mstep: Class 11 contains 149606 members 
Mstep: Class 12 contains 45085 members 
Mstep: Class 13 contains 29605 members 
Mstep: Class 14 contains 7776 members 
Mstep: Class 15 contains 35795 members 
Mstep: Class 16 contains 16011 members 
Mstep: Class 17 contains 15664 members 
Mstep: Class 18 contains 10997 members 
Mstep: Class 19 contains 111455 members 
Mstep: Class 20 contains 139287 members 
Mstep: Class 21 contains 8119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87834064.000000 Penalty: 40800.777344
Iteration 28Q: 21 clusters Score -8.783406e+07 nChanged 7291
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 63974 members 
Mstep: Class 2 contains 53841 members 
Mstep: Class 3 contains 17276 members 
Mstep: Class 4 contains 20739 members 
Mstep: Class 5 contains 6683 members 
Mstep: Class 6 contains 25530 members 
Mstep: Class 7 contains 39771 members 
Mstep: Class 9 contains 47268 members 
Mstep: Class 10 contains 55638 members 
Mstep: Class 11 contains 147015 members 
Mstep: Class 12 contains 44911 members 
Mstep: Class 13 contains 29621 members 
Mstep: Class 14 contains 8044 members 
Mstep: Class 15 contains 36706 members 
Mstep: Class 16 contains 16023 members 
Mstep: Class 17 contains 16199 members 
Mstep: Class 18 contains 11069 members 
Mstep: Class 19 contains 111051 members 
Mstep: Class 20 contains 140202 members 
Mstep: Class 21 contains 8163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87835960.000000 Penalty: 40800.777344
Iteration 29Q: 21 clusters Score -8.783596e+07 nChanged 6485
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 64128 members 
Mstep: Class 2 contains 53689 members 
Mstep: Class 3 contains 17649 members 
Mstep: Class 4 contains 21066 members 
Mstep: Class 5 contains 6747 members 
Mstep: Class 6 contains 25778 members 
Mstep: Class 7 contains 39670 members 
Mstep: Class 9 contains 46472 members 
Mstep: Class 10 contains 55759 members 
Mstep: Class 11 contains 144516 members 
Mstep: Class 12 contains 44790 members 
Mstep: Class 13 contains 29622 members 
Mstep: Class 14 contains 8281 members 
Mstep: Class 15 contains 37575 members 
Mstep: Class 16 contains 16049 members 
Mstep: Class 17 contains 16780 members 
Mstep: Class 18 contains 11150 members 
Mstep: Class 19 contains 110699 members 
Mstep: Class 20 contains 141110 members 
Mstep: Class 21 contains 8194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87837056.000000 Penalty: 40800.777344
Iteration 30Q: 21 clusters Score -8.783706e+07 nChanged 5922
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 64248 members 
Mstep: Class 2 contains 53515 members 
Mstep: Class 3 contains 17991 members 
Mstep: Class 4 contains 21387 members 
Mstep: Class 5 contains 6809 members 
Mstep: Class 6 contains 25748 members 
Mstep: Class 7 contains 39578 members 
Mstep: Class 9 contains 45945 members 
Mstep: Class 10 contains 55859 members 
Mstep: Class 11 contains 142035 members 
Mstep: Class 12 contains 44687 members 
Mstep: Class 13 contains 29628 members 
Mstep: Class 14 contains 8527 members 
Mstep: Class 15 contains 38453 members 
Mstep: Class 16 contains 16080 members 
Mstep: Class 17 contains 17387 members 
Mstep: Class 18 contains 11224 members 
Mstep: Class 19 contains 110365 members 
Mstep: Class 20 contains 142032 members 
Mstep: Class 21 contains 8226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87837848.000000 Penalty: 40800.777344
Iteration 31Q: 21 clusters Score -8.783785e+07 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 64384 members 
Mstep: Class 2 contains 53346 members 
Mstep: Class 3 contains 18290 members 
Mstep: Class 4 contains 21657 members 
Mstep: Class 5 contains 6868 members 
Mstep: Class 6 contains 25527 members 
Mstep: Class 7 contains 39438 members 
Mstep: Class 9 contains 45623 members 
Mstep: Class 10 contains 55955 members 
Mstep: Class 11 contains 139597 members 
Mstep: Class 12 contains 44603 members 
Mstep: Class 13 contains 29619 members 
Mstep: Class 14 contains 8780 members 
Mstep: Class 15 contains 39319 members 
Mstep: Class 16 contains 16106 members 
Mstep: Class 17 contains 17981 members 
Mstep: Class 18 contains 11296 members 
Mstep: Class 19 contains 110158 members 
Mstep: Class 20 contains 142925 members 
Mstep: Class 21 contains 8252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87838552.000000 Penalty: 40800.777344
Iteration 32Q: 21 clusters Score -8.783855e+07 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 64528 members 
Mstep: Class 2 contains 53195 members 
Mstep: Class 3 contains 18588 members 
Mstep: Class 4 contains 21926 members 
Mstep: Class 5 contains 6924 members 
Mstep: Class 6 contains 25227 members 
Mstep: Class 7 contains 39348 members 
Mstep: Class 9 contains 45414 members 
Mstep: Class 10 contains 56048 members 
Mstep: Class 11 contains 137145 members 
Mstep: Class 12 contains 44544 members 
Mstep: Class 13 contains 29610 members 
Mstep: Class 14 contains 8970 members 
Mstep: Class 15 contains 40188 members 
Mstep: Class 16 contains 16126 members 
Mstep: Class 17 contains 18541 members 
Mstep: Class 18 contains 11347 members 
Mstep: Class 19 contains 109997 members 
Mstep: Class 20 contains 143785 members 
Mstep: Class 21 contains 8274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87839552.000000 Penalty: 40800.777344
Iteration 33Q: 21 clusters Score -8.783955e+07 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 64641 members 
Mstep: Class 2 contains 53051 members 
Mstep: Class 3 contains 18840 members 
Mstep: Class 4 contains 22203 members 
Mstep: Class 5 contains 6980 members 
Mstep: Class 6 contains 24986 members 
Mstep: Class 7 contains 39255 members 
Mstep: Class 9 contains 45272 members 
Mstep: Class 10 contains 56104 members 
Mstep: Class 11 contains 134810 members 
Mstep: Class 12 contains 44546 members 
Mstep: Class 13 contains 29600 members 
Mstep: Class 14 contains 9126 members 
Mstep: Class 15 contains 41042 members 
Mstep: Class 16 contains 16141 members 
Mstep: Class 17 contains 18936 members 
Mstep: Class 18 contains 11404 members 
Mstep: Class 19 contains 109806 members 
Mstep: Class 20 contains 144701 members 
Mstep: Class 21 contains 8281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87839952.000000 Penalty: 40800.777344
Iteration 34Q: 21 clusters Score -8.783995e+07 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 64748 members 
Mstep: Class 2 contains 52880 members 
Mstep: Class 3 contains 19091 members 
Mstep: Class 4 contains 22535 members 
Mstep: Class 5 contains 7036 members 
Mstep: Class 6 contains 24857 members 
Mstep: Class 7 contains 39175 members 
Mstep: Class 9 contains 45188 members 
Mstep: Class 10 contains 56158 members 
Mstep: Class 11 contains 132530 members 
Mstep: Class 12 contains 44503 members 
Mstep: Class 13 contains 29579 members 
Mstep: Class 14 contains 9285 members 
Mstep: Class 15 contains 41855 members 
Mstep: Class 16 contains 16160 members 
Mstep: Class 17 contains 19159 members 
Mstep: Class 18 contains 11462 members 
Mstep: Class 19 contains 109633 members 
Mstep: Class 20 contains 145590 members 
Mstep: Class 21 contains 8301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87840536.000000 Penalty: 40800.777344
Iteration 35Q: 21 clusters Score -8.784054e+07 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 64854 members 
Mstep: Class 2 contains 52715 members 
Mstep: Class 3 contains 19305 members 
Mstep: Class 4 contains 22854 members 
Mstep: Class 5 contains 7070 members 
Mstep: Class 6 contains 24777 members 
Mstep: Class 7 contains 39112 members 
Mstep: Class 9 contains 45124 members 
Mstep: Class 10 contains 56220 members 
Mstep: Class 11 contains 130262 members 
Mstep: Class 12 contains 44436 members 
Mstep: Class 13 contains 29546 members 
Mstep: Class 14 contains 9425 members 
Mstep: Class 15 contains 42707 members 
Mstep: Class 16 contains 16187 members 
Mstep: Class 17 contains 19305 members 
Mstep: Class 18 contains 11541 members 
Mstep: Class 19 contains 109469 members 
Mstep: Class 20 contains 146478 members 
Mstep: Class 21 contains 8338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87841192.000000 Penalty: 40800.777344
Iteration 36Q: 21 clusters Score -8.784119e+07 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 64934 members 
Mstep: Class 2 contains 52574 members 
Mstep: Class 3 contains 19515 members 
Mstep: Class 4 contains 23157 members 
Mstep: Class 5 contains 7094 members 
Mstep: Class 6 contains 24735 members 
Mstep: Class 7 contains 39036 members 
Mstep: Class 9 contains 45084 members 
Mstep: Class 10 contains 56289 members 
Mstep: Class 11 contains 128027 members 
Mstep: Class 12 contains 44400 members 
Mstep: Class 13 contains 29525 members 
Mstep: Class 14 contains 9544 members 
Mstep: Class 15 contains 43539 members 
Mstep: Class 16 contains 16207 members 
Mstep: Class 17 contains 19389 members 
Mstep: Class 18 contains 11619 members 
Mstep: Class 19 contains 109286 members 
Mstep: Class 20 contains 147409 members 
Mstep: Class 21 contains 8362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87842080.000000 Penalty: 40800.777344
Iteration 37Q: 21 clusters Score -8.784208e+07 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 65020 members 
Mstep: Class 2 contains 52453 members 
Mstep: Class 3 contains 19721 members 
Mstep: Class 4 contains 23440 members 
Mstep: Class 5 contains 7136 members 
Mstep: Class 6 contains 24714 members 
Mstep: Class 7 contains 38980 members 
Mstep: Class 9 contains 45063 members 
Mstep: Class 10 contains 56337 members 
Mstep: Class 11 contains 125669 members 
Mstep: Class 12 contains 44363 members 
Mstep: Class 13 contains 29505 members 
Mstep: Class 14 contains 9672 members 
Mstep: Class 15 contains 44370 members 
Mstep: Class 16 contains 16220 members 
Mstep: Class 17 contains 19433 members 
Mstep: Class 18 contains 11688 members 
Mstep: Class 19 contains 109116 members 
Mstep: Class 20 contains 148440 members 
Mstep: Class 21 contains 8384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87842720.000000 Penalty: 40800.777344
Iteration 38Q: 21 clusters Score -8.784272e+07 nChanged 4079
Entering ConstructFrom: 
Score: -87842720.000000 Penalty: 40800.777344
Entering ConstructFrom: 
Trying to split cluster 1 (65088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65088 members 
Entering Unmasked Estep 
Score: -6694181.000000 Penalty: 1649.224121
	Iteration 0F: 2 clusters Score -6694181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32745 members 
Mstep: Class 2 contains 32343 members 
Entering Unmasked Estep 
Score: -6651691.500000 Penalty: 3298.448242
	Iteration 0F: 3 clusters Score -6651692 nChanged 30303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34080 members 
Mstep: Class 2 contains 31008 members 
Entering Unmasked Estep 
Score: -6669425.000000 Penalty: 3298.448242
	Iteration 1F: 3 clusters Score -6669425 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34849 members 
Mstep: Class 2 contains 30239 members 
Entering Unmasked Estep 
Score: -6670710.500000 Penalty: 3298.448242
	Iteration 2Q: 3 clusters Score -6670710 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35795 members 
Mstep: Class 2 contains 29293 members 
Entering Unmasked Estep 
Score: -6672195.500000 Penalty: 3298.448242
	Iteration 3Q: 3 clusters Score -6672196 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37029 members 
Mstep: Class 2 contains 28059 members 
Entering Unmasked Estep 
Score: -6674049.500000 Penalty: 3298.448242
	Iteration 4F: 3 clusters Score -6674050 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38462 members 
Mstep: Class 2 contains 26626 members 
Entering Unmasked Estep 
Score: -6676112.500000 Penalty: 3298.448242
	Iteration 5F: 3 clusters Score -6676112 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40012 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
Score: -6678464.500000 Penalty: 3298.448242
	Iteration 6F: 3 clusters Score -6678464 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41542 members 
Mstep: Class 2 contains 23546 members 
Entering Unmasked Estep 
Score: -6680685.000000 Penalty: 3298.448242
	Iteration 7F: 3 clusters Score -6680685 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43012 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -6682676.500000 Penalty: 3298.448242
	Iteration 8F: 3 clusters Score -6682676 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44394 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -6684345.000000 Penalty: 3298.448242
	Iteration 9Q: 3 clusters Score -6684345 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45585 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -6685469.000000 Penalty: 3298.448242
	Iteration 10Q: 3 clusters Score -6685469 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46675 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -6686243.000000 Penalty: 3298.448242
	Iteration 11Q: 3 clusters Score -6686243 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47676 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -6686882.000000 Penalty: 3298.448242
	Iteration 12Q: 3 clusters Score -6686882 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48692 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -6687363.500000 Penalty: 3298.448242
	Iteration 13Q: 3 clusters Score -6687364 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49715 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -6687874.000000 Penalty: 3298.448242
	Iteration 14Q: 3 clusters Score -6687874 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50756 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -6688399.500000 Penalty: 3298.448242
	Iteration 15Q: 3 clusters Score -6688400 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51800 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -6688915.500000 Penalty: 3298.448242
	Iteration 16Q: 3 clusters Score -6688916 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52818 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -6689360.000000 Penalty: 3298.448242
	Iteration 17Q: 3 clusters Score -6689360 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53791 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -6689772.000000 Penalty: 3298.448242
	Iteration 18Q: 3 clusters Score -6689772 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54701 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -6690176.000000 Penalty: 3298.448242
	Iteration 19Q: 3 clusters Score -6690176 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55490 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -6690510.000000 Penalty: 3298.448242
	Iteration 20F: 3 clusters Score -6690510 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56222 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -6690800.000000 Penalty: 3298.448242
	Iteration 21Q: 3 clusters Score -6690800 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56915 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -6691086.000000 Penalty: 3298.448242
	Iteration 22Q: 3 clusters Score -6691086 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57564 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -6691333.500000 Penalty: 3298.448242
	Iteration 23Q: 3 clusters Score -6691334 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58151 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -6691561.000000 Penalty: 3298.448242
	Iteration 24Q: 3 clusters Score -6691561 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58669 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -6691724.000000 Penalty: 3298.448242
	Iteration 25Q: 3 clusters Score -6691724 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59148 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -6691907.500000 Penalty: 3298.448242
	Iteration 26Q: 3 clusters Score -6691908 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59570 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -6692049.000000 Penalty: 3298.448242
	Iteration 27Q: 3 clusters Score -6692049 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59891 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -6692178.500000 Penalty: 3298.448242
	Iteration 28Q: 3 clusters Score -6692178 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60192 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -6692307.500000 Penalty: 3298.448242
	Iteration 29Q: 3 clusters Score -6692308 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60479 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -6692380.500000 Penalty: 3298.448242
	Iteration 30Q: 3 clusters Score -6692380 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60722 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -6692460.500000 Penalty: 3298.448242
	Iteration 31Q: 3 clusters Score -6692460 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60914 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -6692513.500000 Penalty: 3298.448242
	Iteration 32Q: 3 clusters Score -6692514 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61105 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -6692580.500000 Penalty: 3298.448242
	Iteration 33Q: 3 clusters Score -6692580 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61267 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -6692615.500000 Penalty: 3298.448242
	Iteration 34Q: 3 clusters Score -6692616 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61431 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -6692662.500000 Penalty: 3298.448242
	Iteration 35Q: 3 clusters Score -6692662 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61587 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -6692730.500000 Penalty: 3298.448242
	Iteration 36Q: 3 clusters Score -6692730 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61710 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -6692755.000000 Penalty: 3298.448242
	Iteration 37Q: 3 clusters Score -6692755 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61832 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -6692803.000000 Penalty: 3298.448242
	Iteration 38Q: 3 clusters Score -6692803 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61952 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -6692829.500000 Penalty: 3298.448242
	Iteration 39Q: 3 clusters Score -6692830 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62045 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -6692834.500000 Penalty: 3298.448242
	Iteration 40F: 3 clusters Score -6692834 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62135 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -6692850.500000 Penalty: 3298.448242
	Iteration 41Q: 3 clusters Score -6692850 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62212 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -6692868.000000 Penalty: 3298.448242
	Iteration 42Q: 3 clusters Score -6692868 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62270 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -6692899.500000 Penalty: 3298.448242
	Iteration 43Q: 3 clusters Score -6692900 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62320 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -6692908.500000 Penalty: 3298.448242
	Iteration 44Q: 3 clusters Score -6692908 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62377 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -6692919.000000 Penalty: 3298.448242
	Iteration 45Q: 3 clusters Score -6692919 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62430 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -6692924.000000 Penalty: 3298.448242
	Iteration 46Q: 3 clusters Score -6692924 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62478 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -6692943.000000 Penalty: 3298.448242
	Iteration 47Q: 3 clusters Score -6692943 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62521 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -6692964.000000 Penalty: 3298.448242
	Iteration 48Q: 3 clusters Score -6692964 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62561 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -6692973.500000 Penalty: 3298.448242
	Iteration 49Q: 3 clusters Score -6692974 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62589 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -6692988.500000 Penalty: 3298.448242
	Iteration 50Q: 3 clusters Score -6692988 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62613 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -6692979.000000 Penalty: 3298.448242
	Iteration 51Q: 3 clusters Score -6692979 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62642 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -6692997.000000 Penalty: 3298.448242
	Iteration 52Q: 3 clusters Score -6692997 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62661 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -6693011.000000 Penalty: 3298.448242
	Iteration 53Q: 3 clusters Score -6693011 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62678 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -6693008.500000 Penalty: 3298.448242
	Iteration 54Q: 3 clusters Score -6693008 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62696 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -6693022.000000 Penalty: 3298.448242
	Iteration 55Q: 3 clusters Score -6693022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62710 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -6693018.500000 Penalty: 3298.448242
	Iteration 56Q: 3 clusters Score -6693018 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62725 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -6693015.500000 Penalty: 3298.448242
	Iteration 57Q: 3 clusters Score -6693016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62734 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -6693019.500000 Penalty: 3298.448242
	Iteration 58Q: 3 clusters Score -6693020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62746 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -6693034.000000 Penalty: 3298.448242
	Iteration 59Q: 3 clusters Score -6693034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62760 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -6693047.000000 Penalty: 3298.448242
	Iteration 60F: 3 clusters Score -6693047 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62769 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -6693044.500000 Penalty: 3298.448242
	Iteration 61Q: 3 clusters Score -6693044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62772 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -6693045.000000 Penalty: 3298.448242
	Iteration 62Q: 3 clusters Score -6693045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62772 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -6693045.000000 Penalty: 3298.448242
	Iteration 63F: 3 clusters Score -6693045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (52329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52329 members 
Entering Unmasked Estep 
Score: -5320783.500000 Penalty: 1616.757568
	Iteration 0F: 2 clusters Score -5320784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26030 members 
Mstep: Class 2 contains 26299 members 
Entering Unmasked Estep 
Score: -5286565.000000 Penalty: 3233.515137
	Iteration 0F: 3 clusters Score -5286565 nChanged 24267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25135 members 
Mstep: Class 2 contains 27194 members 
Entering Unmasked Estep 
Score: -5299763.500000 Penalty: 3233.515137
	Iteration 1F: 3 clusters Score -5299764 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 27739 members 
Entering Unmasked Estep 
Score: -5300497.500000 Penalty: 3233.515137
	Iteration 2Q: 3 clusters Score -5300498 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 28557 members 
Entering Unmasked Estep 
Score: -5301372.000000 Penalty: 3233.515137
	Iteration 3Q: 3 clusters Score -5301372 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 29591 members 
Entering Unmasked Estep 
Score: -5302470.500000 Penalty: 3233.515137
	Iteration 4Q: 3 clusters Score -5302470 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Mstep: Class 2 contains 30976 members 
Entering Unmasked Estep 
Score: -5304124.500000 Penalty: 3233.515137
	Iteration 5F: 3 clusters Score -5304124 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 32704 members 
Entering Unmasked Estep 
Score: -5306453.500000 Penalty: 3233.515137
	Iteration 6F: 3 clusters Score -5306454 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 34638 members 
Entering Unmasked Estep 
Score: -5309833.500000 Penalty: 3233.515137
	Iteration 7F: 3 clusters Score -5309834 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 36561 members 
Entering Unmasked Estep 
Score: -5313943.500000 Penalty: 3233.515137
	Iteration 8F: 3 clusters Score -5313944 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 37915 members 
Entering Unmasked Estep 
Score: -5318798.000000 Penalty: 3233.515137
	Iteration 9F: 3 clusters Score -5318798 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 38355 members 
Entering Unmasked Estep 
Score: -5325722.500000 Penalty: 3233.515137
	Iteration 10F: 3 clusters Score -5325722 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 37172 members 
Entering Unmasked Estep 
Score: -5333455.500000 Penalty: 3233.515137
	Iteration 11F: 3 clusters Score -5333456 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 34947 members 
Entering Unmasked Estep 
Score: -5336450.500000 Penalty: 3233.515137
	Iteration 12F: 3 clusters Score -5336450 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 33481 members 
Entering Unmasked Estep 
Score: -5337951.500000 Penalty: 3233.515137
	Iteration 13Q: 3 clusters Score -5337952 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 32649 members 
Entering Unmasked Estep 
Score: -5338609.500000 Penalty: 3233.515137
	Iteration 14Q: 3 clusters Score -5338610 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 32234 members 
Entering Unmasked Estep 
Score: -5338832.000000 Penalty: 3233.515137
	Iteration 15Q: 3 clusters Score -5338832 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 32053 members 
Entering Unmasked Estep 
Score: -5338864.000000 Penalty: 3233.515137
	Iteration 16Q: 3 clusters Score -5338864 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 31972 members 
Entering Unmasked Estep 
Score: -5338869.000000 Penalty: 3233.515137
	Iteration 17Q: 3 clusters Score -5338869 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 31937 members 
Entering Unmasked Estep 
Score: -5338869.500000 Penalty: 3233.515137
	Iteration 18Q: 3 clusters Score -5338870 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 31922 members 
Entering Unmasked Estep 
Score: -5338863.500000 Penalty: 3233.515137
	Iteration 19Q: 3 clusters Score -5338864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 31911 members 
Entering Unmasked Estep 
Score: -5338868.500000 Penalty: 3233.515137
	Iteration 20F: 3 clusters Score -5338868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 31903 members 
Entering Unmasked Estep 
Score: -5338863.000000 Penalty: 3233.515137
	Iteration 21Q: 3 clusters Score -5338863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 31903 members 
Entering Unmasked Estep 
Score: -5338863.000000 Penalty: 3233.515137
	Iteration 22F: 3 clusters Score -5338863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 65088 members 
Mstep: Class 2 contains 20426 members 
Mstep: Class 3 contains 19867 members 
Mstep: Class 4 contains 23724 members 
Mstep: Class 5 contains 7162 members 
Mstep: Class 6 contains 24688 members 
Mstep: Class 7 contains 38926 members 
Mstep: Class 8 contains 31903 members 
Mstep: Class 9 contains 45048 members 
Mstep: Class 10 contains 56392 members 
Mstep: Class 11 contains 123374 members 
Mstep: Class 12 contains 44349 members 
Mstep: Class 13 contains 29452 members 
Mstep: Class 14 contains 9804 members 
Mstep: Class 15 contains 45180 members 
Mstep: Class 16 contains 16239 members 
Mstep: Class 17 contains 19473 members 
Mstep: Class 18 contains 11762 members 
Mstep: Class 19 contains 108963 members 
Mstep: Class 20 contains 149503 members 
Mstep: Class 21 contains 8402 members 
Entering Unmasked Estep 
Score: -87860072.000000 Penalty: 42840.816406
Splitting cluster 2 changes total score from -87842720.000000 to -87860072.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 3 (19867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Entering Unmasked Estep 
Score: -1930364.000000 Penalty: 1472.646118
	Iteration 0F: 2 clusters Score -1930364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1917435.500000 Penalty: 2945.292236
	Iteration 0F: 3 clusters Score -1917436 nChanged 8714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1922133.500000 Penalty: 2945.292236
	Iteration 1F: 3 clusters Score -1922134 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1922701.375000 Penalty: 2945.292236
	Iteration 2F: 3 clusters Score -1922701 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1923250.375000 Penalty: 2945.292236
	Iteration 3F: 3 clusters Score -1923250 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1923872.500000 Penalty: 2945.292236
	Iteration 4F: 3 clusters Score -1923872 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1924446.000000 Penalty: 2945.292236
	Iteration 5F: 3 clusters Score -1924446 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -1924956.375000 Penalty: 2945.292236
	Iteration 6Q: 3 clusters Score -1924956 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1925393.750000 Penalty: 2945.292236
	Iteration 7Q: 3 clusters Score -1925394 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1925812.875000 Penalty: 2945.292236
	Iteration 8Q: 3 clusters Score -1925813 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -1926199.625000 Penalty: 2945.292236
	Iteration 9Q: 3 clusters Score -1926200 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1926568.125000 Penalty: 2945.292236
	Iteration 10Q: 3 clusters Score -1926568 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1926965.875000 Penalty: 2945.292236
	Iteration 11Q: 3 clusters Score -1926966 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1927410.375000 Penalty: 2945.292236
	Iteration 12Q: 3 clusters Score -1927410 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1928000.625000 Penalty: 2945.292236
	Iteration 13Q: 3 clusters Score -1928001 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1928556.125000 Penalty: 2945.292236
	Iteration 14Q: 3 clusters Score -1928556 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1928971.250000 Penalty: 2945.292236
	Iteration 15Q: 3 clusters Score -1928971 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1929285.125000 Penalty: 2945.292236
	Iteration 16Q: 3 clusters Score -1929285 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1929537.250000 Penalty: 2945.292236
	Iteration 17Q: 3 clusters Score -1929537 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1929757.750000 Penalty: 2945.292236
	Iteration 18Q: 3 clusters Score -1929758 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1929967.750000 Penalty: 2945.292236
	Iteration 19Q: 3 clusters Score -1929968 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1930123.500000 Penalty: 2945.292236
	Iteration 20F: 3 clusters Score -1930124 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1930237.125000 Penalty: 2945.292236
	Iteration 21Q: 3 clusters Score -1930237 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1930330.625000 Penalty: 2945.292236
	Iteration 22Q: 3 clusters Score -1930331 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1930435.125000 Penalty: 2945.292236
	Iteration 23Q: 3 clusters Score -1930435 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1930515.750000 Penalty: 2945.292236
	Iteration 24Q: 3 clusters Score -1930516 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1930586.625000 Penalty: 2945.292236
	Iteration 25Q: 3 clusters Score -1930587 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1930661.750000 Penalty: 2945.292236
	Iteration 26Q: 3 clusters Score -1930662 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1930717.875000 Penalty: 2945.292236
	Iteration 27Q: 3 clusters Score -1930718 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1930778.750000 Penalty: 2945.292236
	Iteration 28Q: 3 clusters Score -1930779 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1930822.250000 Penalty: 2945.292236
	Iteration 29Q: 3 clusters Score -1930822 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1930865.125000 Penalty: 2945.292236
	Iteration 30Q: 3 clusters Score -1930865 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1930905.750000 Penalty: 2945.292236
	Iteration 31Q: 3 clusters Score -1930906 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1930940.625000 Penalty: 2945.292236
	Iteration 32Q: 3 clusters Score -1930941 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1930975.750000 Penalty: 2945.292236
	Iteration 33Q: 3 clusters Score -1930976 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1930998.125000 Penalty: 2945.292236
	Iteration 34Q: 3 clusters Score -1930998 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1931023.375000 Penalty: 2945.292236
	Iteration 35Q: 3 clusters Score -1931023 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1931047.125000 Penalty: 2945.292236
	Iteration 36Q: 3 clusters Score -1931047 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1931080.000000 Penalty: 2945.292236
	Iteration 37Q: 3 clusters Score -1931080 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1931103.000000 Penalty: 2945.292236
	Iteration 38Q: 3 clusters Score -1931103 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1931128.125000 Penalty: 2945.292236
	Iteration 39Q: 3 clusters Score -1931128 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1931140.125000 Penalty: 2945.292236
	Iteration 40F: 3 clusters Score -1931140 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1931156.125000 Penalty: 2945.292236
	Iteration 41Q: 3 clusters Score -1931156 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1931166.500000 Penalty: 2945.292236
	Iteration 42Q: 3 clusters Score -1931166 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1931175.875000 Penalty: 2945.292236
	Iteration 43Q: 3 clusters Score -1931176 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1931187.125000 Penalty: 2945.292236
	Iteration 44Q: 3 clusters Score -1931187 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1931194.625000 Penalty: 2945.292236
	Iteration 45Q: 3 clusters Score -1931195 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1931194.625000 Penalty: 2945.292236
	Iteration 46Q: 3 clusters Score -1931195 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1931204.750000 Penalty: 2945.292236
	Iteration 47Q: 3 clusters Score -1931205 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1931201.000000 Penalty: 2945.292236
	Iteration 48Q: 3 clusters Score -1931201 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1931212.500000 Penalty: 2945.292236
	Iteration 49Q: 3 clusters Score -1931212 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1931221.750000 Penalty: 2945.292236
	Iteration 50Q: 3 clusters Score -1931222 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1931231.000000 Penalty: 2945.292236
	Iteration 51Q: 3 clusters Score -1931231 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1931236.750000 Penalty: 2945.292236
	Iteration 52Q: 3 clusters Score -1931237 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1931242.375000 Penalty: 2945.292236
	Iteration 53Q: 3 clusters Score -1931242 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1931250.625000 Penalty: 2945.292236
	Iteration 54Q: 3 clusters Score -1931251 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1931254.500000 Penalty: 2945.292236
	Iteration 55Q: 3 clusters Score -1931254 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1931250.875000 Penalty: 2945.292236
	Iteration 56Q: 3 clusters Score -1931251 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1931260.750000 Penalty: 2945.292236
	Iteration 57Q: 3 clusters Score -1931261 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1931264.125000 Penalty: 2945.292236
	Iteration 58Q: 3 clusters Score -1931264 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1931266.875000 Penalty: 2945.292236
	Iteration 59Q: 3 clusters Score -1931267 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1931271.000000 Penalty: 2945.292236
	Iteration 60F: 3 clusters Score -1931271 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1931268.750000 Penalty: 2945.292236
	Iteration 61Q: 3 clusters Score -1931269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1931269.375000 Penalty: 2945.292236
	Iteration 62Q: 3 clusters Score -1931269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1931270.125000 Penalty: 2945.292236
	Iteration 63Q: 3 clusters Score -1931270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1931269.125000 Penalty: 2945.292236
	Iteration 64Q: 3 clusters Score -1931269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1931273.625000 Penalty: 2945.292236
	Iteration 65Q: 3 clusters Score -1931274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1931272.375000 Penalty: 2945.292236
	Iteration 66Q: 3 clusters Score -1931272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1931270.125000 Penalty: 2945.292236
	Iteration 67Q: 3 clusters Score -1931270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1931269.500000 Penalty: 2945.292236
	Iteration 68Q: 3 clusters Score -1931270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1931272.500000 Penalty: 2945.292236
	Iteration 69Q: 3 clusters Score -1931272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1931270.500000 Penalty: 2945.292236
	Iteration 70Q: 3 clusters Score -1931270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1931270.500000 Penalty: 2945.292236
	Iteration 71F: 3 clusters Score -1931270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 65088 members 
Mstep: Class 2 contains 20426 members 
Mstep: Class 3 contains 13201 members 
Mstep: Class 4 contains 23724 members 
Mstep: Class 5 contains 7162 members 
Mstep: Class 6 contains 24688 members 
Mstep: Class 7 contains 38926 members 
Mstep: Class 8 contains 31903 members 
Mstep: Class 9 contains 45048 members 
Mstep: Class 10 contains 56392 members 
Mstep: Class 11 contains 123374 members 
Mstep: Class 12 contains 44349 members 
Mstep: Class 13 contains 29452 members 
Mstep: Class 14 contains 9804 members 
Mstep: Class 15 contains 45180 members 
Mstep: Class 16 contains 16239 members 
Mstep: Class 17 contains 19473 members 
Mstep: Class 18 contains 11762 members 
Mstep: Class 19 contains 108963 members 
Mstep: Class 20 contains 149503 members 
Mstep: Class 21 contains 8402 members 
Mstep: Class 22 contains 6666 members 
Entering Unmasked Estep 
Score: -87860216.000000 Penalty: 44880.855469
Splitting cluster 3 changes total score from -87842720.000000 to -87860216.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 4 (23724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Entering Unmasked Estep 
Score: -2327220.500000 Penalty: 1499.047363
	Iteration 0F: 2 clusters Score -2327220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -2311655.750000 Penalty: 2998.094727
	Iteration 0F: 3 clusters Score -2311656 nChanged 10668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -2317751.000000 Penalty: 2998.094727
	Iteration 1F: 3 clusters Score -2317751 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -2318933.250000 Penalty: 2998.094727
	Iteration 2F: 3 clusters Score -2318933 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -2320956.000000 Penalty: 2998.094727
	Iteration 3F: 3 clusters Score -2320956 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -2323353.250000 Penalty: 2998.094727
	Iteration 4F: 3 clusters Score -2323353 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -2325385.500000 Penalty: 2998.094727
	Iteration 5F: 3 clusters Score -2325386 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -2326877.250000 Penalty: 2998.094727
	Iteration 6F: 3 clusters Score -2326877 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -2327823.250000 Penalty: 2998.094727
	Iteration 7F: 3 clusters Score -2327823 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -2328341.250000 Penalty: 2998.094727
	Iteration 8Q: 3 clusters Score -2328341 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -2328612.750000 Penalty: 2998.094727
	Iteration 9Q: 3 clusters Score -2328613 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -2328786.750000 Penalty: 2998.094727
	Iteration 10Q: 3 clusters Score -2328787 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -2328914.500000 Penalty: 2998.094727
	Iteration 11Q: 3 clusters Score -2328914 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -2328995.000000 Penalty: 2998.094727
	Iteration 12Q: 3 clusters Score -2328995 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -2329085.750000 Penalty: 2998.094727
	Iteration 13Q: 3 clusters Score -2329086 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -2329155.750000 Penalty: 2998.094727
	Iteration 14Q: 3 clusters Score -2329156 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -2329215.250000 Penalty: 2998.094727
	Iteration 15Q: 3 clusters Score -2329215 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -2329263.250000 Penalty: 2998.094727
	Iteration 16Q: 3 clusters Score -2329263 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -2329298.000000 Penalty: 2998.094727
	Iteration 17Q: 3 clusters Score -2329298 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -2329343.000000 Penalty: 2998.094727
	Iteration 18Q: 3 clusters Score -2329343 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -2329372.000000 Penalty: 2998.094727
	Iteration 19Q: 3 clusters Score -2329372 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -2329387.500000 Penalty: 2998.094727
	Iteration 20F: 3 clusters Score -2329388 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -2329408.000000 Penalty: 2998.094727
	Iteration 21Q: 3 clusters Score -2329408 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -2329437.500000 Penalty: 2998.094727
	Iteration 22Q: 3 clusters Score -2329438 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -2329451.750000 Penalty: 2998.094727
	Iteration 23Q: 3 clusters Score -2329452 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -2329475.500000 Penalty: 2998.094727
	Iteration 24Q: 3 clusters Score -2329476 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -2329484.250000 Penalty: 2998.094727
	Iteration 25Q: 3 clusters Score -2329484 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -2329495.750000 Penalty: 2998.094727
	Iteration 26Q: 3 clusters Score -2329496 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -2329495.000000 Penalty: 2998.094727
	Iteration 27Q: 3 clusters Score -2329495 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -2329500.250000 Penalty: 2998.094727
	Iteration 28Q: 3 clusters Score -2329500 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -2329498.000000 Penalty: 2998.094727
	Iteration 29Q: 3 clusters Score -2329498 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -2329510.250000 Penalty: 2998.094727
	Iteration 30Q: 3 clusters Score -2329510 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -2329512.000000 Penalty: 2998.094727
	Iteration 31Q: 3 clusters Score -2329512 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -2329517.000000 Penalty: 2998.094727
	Iteration 32Q: 3 clusters Score -2329517 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -2329522.750000 Penalty: 2998.094727
	Iteration 33Q: 3 clusters Score -2329523 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -2329529.750000 Penalty: 2998.094727
	Iteration 34Q: 3 clusters Score -2329530 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -2329539.500000 Penalty: 2998.094727
	Iteration 35Q: 3 clusters Score -2329540 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -2329537.000000 Penalty: 2998.094727
	Iteration 36Q: 3 clusters Score -2329537 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -2329537.000000 Penalty: 2998.094727
	Iteration 37Q: 3 clusters Score -2329537 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -2329547.250000 Penalty: 2998.094727
	Iteration 38Q: 3 clusters Score -2329547 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -2329551.000000 Penalty: 2998.094727
	Iteration 39Q: 3 clusters Score -2329551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -2329557.750000 Penalty: 2998.094727
	Iteration 40F: 3 clusters Score -2329558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -2329556.500000 Penalty: 2998.094727
	Iteration 41Q: 3 clusters Score -2329556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -2329556.000000 Penalty: 2998.094727
	Iteration 42Q: 3 clusters Score -2329556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -2329556.000000 Penalty: 2998.094727
	Iteration 43F: 3 clusters Score -2329556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 65088 members 
Mstep: Class 2 contains 20426 members 
Mstep: Class 3 contains 13201 members 
Mstep: Class 4 contains 21540 members 
Mstep: Class 5 contains 7162 members 
Mstep: Class 6 contains 24688 members 
Mstep: Class 7 contains 38926 members 
Mstep: Class 8 contains 31903 members 
Mstep: Class 9 contains 45048 members 
Mstep: Class 10 contains 56392 members 
Mstep: Class 11 contains 123374 members 
Mstep: Class 12 contains 44349 members 
Mstep: Class 13 contains 29452 members 
Mstep: Class 14 contains 9804 members 
Mstep: Class 15 contains 45180 members 
Mstep: Class 16 contains 16239 members 
Mstep: Class 17 contains 19473 members 
Mstep: Class 18 contains 11762 members 
Mstep: Class 19 contains 108963 members 
Mstep: Class 20 contains 149503 members 
Mstep: Class 21 contains 8402 members 
Mstep: Class 22 contains 6666 members 
Mstep: Class 23 contains 2184 members 
Entering Unmasked Estep 
Score: -87861864.000000 Penalty: 46920.894531
Splitting cluster 4 changes total score from -87842720.000000 to -87861864.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 5 (7162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Entering Unmasked Estep 
Score: -668984.000000 Penalty: 1320.829956
	Iteration 0F: 2 clusters Score -668984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -663985.687500 Penalty: 2641.659912
	Iteration 0F: 3 clusters Score -663985.7 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -665595.875000 Penalty: 2641.659912
	Iteration 1F: 3 clusters Score -665595.9 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -665878.500000 Penalty: 2641.659912
	Iteration 2F: 3 clusters Score -665878.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -666071.062500 Penalty: 2641.659912
	Iteration 3F: 3 clusters Score -666071.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -666234.812500 Penalty: 2641.659912
	Iteration 4Q: 3 clusters Score -666234.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -666386.437500 Penalty: 2641.659912
	Iteration 5Q: 3 clusters Score -666386.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -666608.500000 Penalty: 2641.659912
	Iteration 6Q: 3 clusters Score -666608.5 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -666903.000000 Penalty: 2641.659912
	Iteration 7F: 3 clusters Score -666903 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -667211.875000 Penalty: 2641.659912
	Iteration 8F: 3 clusters Score -667211.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -667584.375000 Penalty: 2641.659912
	Iteration 9F: 3 clusters Score -667584.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -667967.500000 Penalty: 2641.659912
	Iteration 10F: 3 clusters Score -667967.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -668276.625000 Penalty: 2641.659912
	Iteration 11Q: 3 clusters Score -668276.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -668507.937500 Penalty: 2641.659912
	Iteration 12Q: 3 clusters Score -668507.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -668683.062500 Penalty: 2641.659912
	Iteration 13Q: 3 clusters Score -668683.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -668783.562500 Penalty: 2641.659912
	Iteration 14Q: 3 clusters Score -668783.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -668852.437500 Penalty: 2641.659912
	Iteration 15Q: 3 clusters Score -668852.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -668910.875000 Penalty: 2641.659912
	Iteration 16Q: 3 clusters Score -668910.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -668957.375000 Penalty: 2641.659912
	Iteration 17Q: 3 clusters Score -668957.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -668993.937500 Penalty: 2641.659912
	Iteration 18Q: 3 clusters Score -668993.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -669040.062500 Penalty: 2641.659912
	Iteration 19Q: 3 clusters Score -669040.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -669106.250000 Penalty: 2641.659912
	Iteration 20F: 3 clusters Score -669106.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -669158.812500 Penalty: 2641.659912
	Iteration 21Q: 3 clusters Score -669158.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -669192.937500 Penalty: 2641.659912
	Iteration 22Q: 3 clusters Score -669192.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -669218.500000 Penalty: 2641.659912
	Iteration 23Q: 3 clusters Score -669218.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -669237.375000 Penalty: 2641.659912
	Iteration 24Q: 3 clusters Score -669237.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -669252.187500 Penalty: 2641.659912
	Iteration 25Q: 3 clusters Score -669252.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -669273.000000 Penalty: 2641.659912
	Iteration 26Q: 3 clusters Score -669273 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -669293.625000 Penalty: 2641.659912
	Iteration 27Q: 3 clusters Score -669293.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -669309.062500 Penalty: 2641.659912
	Iteration 28Q: 3 clusters Score -669309.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -669323.562500 Penalty: 2641.659912
	Iteration 29Q: 3 clusters Score -669323.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -669332.062500 Penalty: 2641.659912
	Iteration 30Q: 3 clusters Score -669332.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -669343.250000 Penalty: 2641.659912
	Iteration 31Q: 3 clusters Score -669343.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -669354.625000 Penalty: 2641.659912
	Iteration 32Q: 3 clusters Score -669354.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -669366.187500 Penalty: 2641.659912
	Iteration 33Q: 3 clusters Score -669366.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -669377.062500 Penalty: 2641.659912
	Iteration 34Q: 3 clusters Score -669377.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -669383.937500 Penalty: 2641.659912
	Iteration 35Q: 3 clusters Score -669383.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -669387.187500 Penalty: 2641.659912
	Iteration 36Q: 3 clusters Score -669387.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -669392.562500 Penalty: 2641.659912
	Iteration 37Q: 3 clusters Score -669392.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -669394.062500 Penalty: 2641.659912
	Iteration 38Q: 3 clusters Score -669394.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -669400.062500 Penalty: 2641.659912
	Iteration 39Q: 3 clusters Score -669400.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -669405.125000 Penalty: 2641.659912
	Iteration 40F: 3 clusters Score -669405.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -669409.687500 Penalty: 2641.659912
	Iteration 41Q: 3 clusters Score -669409.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -669416.062500 Penalty: 2641.659912
	Iteration 42Q: 3 clusters Score -669416.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -669423.125000 Penalty: 2641.659912
	Iteration 43Q: 3 clusters Score -669423.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -669425.312500 Penalty: 2641.659912
	Iteration 44Q: 3 clusters Score -669425.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -669430.312500 Penalty: 2641.659912
	Iteration 45Q: 3 clusters Score -669430.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -669433.187500 Penalty: 2641.659912
	Iteration 46Q: 3 clusters Score -669433.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -669438.062500 Penalty: 2641.659912
	Iteration 47Q: 3 clusters Score -669438.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -669444.250000 Penalty: 2641.659912
	Iteration 48Q: 3 clusters Score -669444.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -669449.250000 Penalty: 2641.659912
	Iteration 49Q: 3 clusters Score -669449.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -669453.187500 Penalty: 2641.659912
	Iteration 50Q: 3 clusters Score -669453.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -669455.250000 Penalty: 2641.659912
	Iteration 51Q: 3 clusters Score -669455.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -669459.000000 Penalty: 2641.659912
	Iteration 52Q: 3 clusters Score -669459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -669459.812500 Penalty: 2641.659912
	Iteration 53Q: 3 clusters Score -669459.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -669459.125000 Penalty: 2641.659912
	Iteration 54Q: 3 clusters Score -669459.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -669458.750000 Penalty: 2641.659912
	Iteration 55Q: 3 clusters Score -669458.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -669458.312500 Penalty: 2641.659912
	Iteration 56Q: 3 clusters Score -669458.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -669458.812500 Penalty: 2641.659912
	Iteration 57Q: 3 clusters Score -669458.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -669460.562500 Penalty: 2641.659912
	Iteration 58Q: 3 clusters Score -669460.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -669460.562500 Penalty: 2641.659912
	Iteration 59F: 3 clusters Score -669460.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 65088 members 
Mstep: Class 2 contains 20426 members 
Mstep: Class 3 contains 13201 members 
Mstep: Class 4 contains 21540 members 
Mstep: Class 5 contains 4785 members 
Mstep: Class 6 contains 24688 members 
Mstep: Class 7 contains 38926 members 
Mstep: Class 8 contains 31903 members 
Mstep: Class 9 contains 45048 members 
Mstep: Class 10 contains 56392 members 
Mstep: Class 11 contains 123374 members 
Mstep: Class 12 contains 44349 members 
Mstep: Class 13 contains 29452 members 
Mstep: Class 14 contains 9804 members 
Mstep: Class 15 contains 45180 members 
Mstep: Class 16 contains 16239 members 
Mstep: Class 17 contains 19473 members 
Mstep: Class 18 contains 11762 members 
Mstep: Class 19 contains 108963 members 
Mstep: Class 20 contains 149503 members 
Mstep: Class 21 contains 8402 members 
Mstep: Class 22 contains 6666 members 
Mstep: Class 23 contains 2184 members 
Mstep: Class 24 contains 2377 members 
Entering Unmasked Estep 
Score: -87861656.000000 Penalty: 48960.933594
Splitting cluster 5 changes total score from -87842720.000000 to -87861656.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 6 (24688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24688 members 
Entering Unmasked Estep 
Score: -2532316.500000 Penalty: 1504.974121
	Iteration 0F: 2 clusters Score -2532316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -2516214.750000 Penalty: 3009.948242
	Iteration 0F: 3 clusters Score -2516215 nChanged 11079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -2524175.500000 Penalty: 3009.948242
	Iteration 1F: 3 clusters Score -2524176 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -2529494.750000 Penalty: 3009.948242
	Iteration 2F: 3 clusters Score -2529495 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -2538429.000000 Penalty: 3009.948242
	Iteration 3F: 3 clusters Score -2538429 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -2543170.250000 Penalty: 3009.948242
	Iteration 4F: 3 clusters Score -2543170 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -2544180.500000 Penalty: 3009.948242
	Iteration 5Q: 3 clusters Score -2544180 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -2544664.750000 Penalty: 3009.948242
	Iteration 6Q: 3 clusters Score -2544665 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -2545557.000000 Penalty: 3009.948242
	Iteration 7Q: 3 clusters Score -2545557 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -2547800.750000 Penalty: 3009.948242
	Iteration 8Q: 3 clusters Score -2547801 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -2552938.750000 Penalty: 3009.948242
	Iteration 9Q: 3 clusters Score -2552939 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -2555894.000000 Penalty: 3009.948242
	Iteration 10Q: 3 clusters Score -2555894 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -2555918.750000 Penalty: 3009.948242
	Iteration 11Q: 3 clusters Score -2555919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -2555921.250000 Penalty: 3009.948242
	Iteration 12Q: 3 clusters Score -2555921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -2555920.500000 Penalty: 3009.948242
	Iteration 13Q: 3 clusters Score -2555920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -2555920.500000 Penalty: 3009.948242
	Iteration 14F: 3 clusters Score -2555920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 65088 members 
Mstep: Class 2 contains 20426 members 
Mstep: Class 3 contains 13201 members 
Mstep: Class 4 contains 21540 members 
Mstep: Class 5 contains 4785 members 
Mstep: Class 6 contains 11832 members 
Mstep: Class 7 contains 38926 members 
Mstep: Class 8 contains 31903 members 
Mstep: Class 9 contains 45048 members 
Mstep: Class 10 contains 56392 members 
Mstep: Class 11 contains 123374 members 
Mstep: Class 12 contains 44349 members 
Mstep: Class 13 contains 29452 members 
Mstep: Class 14 contains 9804 members 
Mstep: Class 15 contains 45180 members 
Mstep: Class 16 contains 16239 members 
Mstep: Class 17 contains 19473 members 
Mstep: Class 18 contains 11762 members 
Mstep: Class 19 contains 108963 members 
Mstep: Class 20 contains 149503 members 
Mstep: Class 21 contains 8402 members 
Mstep: Class 22 contains 6666 members 
Mstep: Class 23 contains 2184 members 
Mstep: Class 24 contains 2377 members 
Mstep: Class 25 contains 12856 members 
Entering Unmasked Estep 
Score: -87884880.000000 Penalty: 51000.972656
Splitting cluster 6 changes total score from -87842720.000000 to -87884880.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 7 (38926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38926 members 
Entering Unmasked Estep 
Score: -4015958.500000 Penalty: 1572.729370
	Iteration 0F: 2 clusters Score -4015958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -3990628.000000 Penalty: 3145.458740
	Iteration 0F: 3 clusters Score -3990628 nChanged 17744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -4000926.000000 Penalty: 3145.458740
	Iteration 1F: 3 clusters Score -4000926 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -4001793.500000 Penalty: 3145.458740
	Iteration 2F: 3 clusters Score -4001794 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -4002756.750000 Penalty: 3145.458740
	Iteration 3F: 3 clusters Score -4002757 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -4003865.500000 Penalty: 3145.458740
	Iteration 4F: 3 clusters Score -4003866 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -4005124.250000 Penalty: 3145.458740
	Iteration 5F: 3 clusters Score -4005124 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -4006423.500000 Penalty: 3145.458740
	Iteration 6F: 3 clusters Score -4006424 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -4007652.500000 Penalty: 3145.458740
	Iteration 7F: 3 clusters Score -4007652 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -4008670.750000 Penalty: 3145.458740
	Iteration 8Q: 3 clusters Score -4008671 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -4009516.500000 Penalty: 3145.458740
	Iteration 9Q: 3 clusters Score -4009516 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -4010303.750000 Penalty: 3145.458740
	Iteration 10Q: 3 clusters Score -4010304 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -4011007.250000 Penalty: 3145.458740
	Iteration 11Q: 3 clusters Score -4011007 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -4011585.250000 Penalty: 3145.458740
	Iteration 12Q: 3 clusters Score -4011585 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -4011988.750000 Penalty: 3145.458740
	Iteration 13Q: 3 clusters Score -4011989 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -4012313.500000 Penalty: 3145.458740
	Iteration 14Q: 3 clusters Score -4012314 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -4012544.000000 Penalty: 3145.458740
	Iteration 15Q: 3 clusters Score -4012544 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
Score: -4012777.250000 Penalty: 3145.458740
	Iteration 16Q: 3 clusters Score -4012777 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -4012975.500000 Penalty: 3145.458740
	Iteration 17Q: 3 clusters Score -4012976 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -4013123.750000 Penalty: 3145.458740
	Iteration 18Q: 3 clusters Score -4013124 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 23938 members 
Entering Unmasked Estep 
Score: -4013269.250000 Penalty: 3145.458740
	Iteration 19Q: 3 clusters Score -4013269 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 24382 members 
Entering Unmasked Estep 
Score: -4013395.000000 Penalty: 3145.458740
	Iteration 20F: 3 clusters Score -4013395 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 24793 members 
Entering Unmasked Estep 
Score: -4013513.750000 Penalty: 3145.458740
	Iteration 21Q: 3 clusters Score -4013514 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 25217 members 
Entering Unmasked Estep 
Score: -4013620.500000 Penalty: 3145.458740
	Iteration 22Q: 3 clusters Score -4013620 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -4013686.500000 Penalty: 3145.458740
	Iteration 23Q: 3 clusters Score -4013686 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 25969 members 
Entering Unmasked Estep 
Score: -4013786.500000 Penalty: 3145.458740
	Iteration 24Q: 3 clusters Score -4013786 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -4013849.500000 Penalty: 3145.458740
	Iteration 25Q: 3 clusters Score -4013850 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 26621 members 
Entering Unmasked Estep 
Score: -4013908.750000 Penalty: 3145.458740
	Iteration 26Q: 3 clusters Score -4013909 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 26905 members 
Entering Unmasked Estep 
Score: -4013950.750000 Penalty: 3145.458740
	Iteration 27Q: 3 clusters Score -4013951 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 27193 members 
Entering Unmasked Estep 
Score: -4013995.000000 Penalty: 3145.458740
	Iteration 28Q: 3 clusters Score -4013995 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 27495 members 
Entering Unmasked Estep 
Score: -4014065.750000 Penalty: 3145.458740
	Iteration 29Q: 3 clusters Score -4014066 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 27754 members 
Entering Unmasked Estep 
Score: -4014125.250000 Penalty: 3145.458740
	Iteration 30Q: 3 clusters Score -4014125 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 27983 members 
Entering Unmasked Estep 
Score: -4014158.750000 Penalty: 3145.458740
	Iteration 31Q: 3 clusters Score -4014159 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 28176 members 
Entering Unmasked Estep 
Score: -4014163.250000 Penalty: 3145.458740
	Iteration 32Q: 3 clusters Score -4014163 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 28364 members 
Entering Unmasked Estep 
Score: -4014203.750000 Penalty: 3145.458740
	Iteration 33Q: 3 clusters Score -4014204 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 28530 members 
Entering Unmasked Estep 
Score: -4014213.000000 Penalty: 3145.458740
	Iteration 34Q: 3 clusters Score -4014213 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 28680 members 
Entering Unmasked Estep 
Score: -4014243.250000 Penalty: 3145.458740
	Iteration 35Q: 3 clusters Score -4014243 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 28841 members 
Entering Unmasked Estep 
Score: -4014272.750000 Penalty: 3145.458740
	Iteration 36Q: 3 clusters Score -4014273 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 28984 members 
Entering Unmasked Estep 
Score: -4014288.750000 Penalty: 3145.458740
	Iteration 37Q: 3 clusters Score -4014289 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 29112 members 
Entering Unmasked Estep 
Score: -4014300.500000 Penalty: 3145.458740
	Iteration 38Q: 3 clusters Score -4014300 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 29242 members 
Entering Unmasked Estep 
Score: -4014316.500000 Penalty: 3145.458740
	Iteration 39Q: 3 clusters Score -4014316 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 29377 members 
Entering Unmasked Estep 
Score: -4014327.750000 Penalty: 3145.458740
	Iteration 40F: 3 clusters Score -4014328 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 29529 members 
Entering Unmasked Estep 
Score: -4014361.250000 Penalty: 3145.458740
	Iteration 41Q: 3 clusters Score -4014361 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 29666 members 
Entering Unmasked Estep 
Score: -4014371.750000 Penalty: 3145.458740
	Iteration 42Q: 3 clusters Score -4014372 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 29813 members 
Entering Unmasked Estep 
Score: -4014405.000000 Penalty: 3145.458740
	Iteration 43Q: 3 clusters Score -4014405 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 29971 members 
Entering Unmasked Estep 
Score: -4014423.000000 Penalty: 3145.458740
	Iteration 44Q: 3 clusters Score -4014423 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 30123 members 
Entering Unmasked Estep 
Score: -4014453.250000 Penalty: 3145.458740
	Iteration 45Q: 3 clusters Score -4014453 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 30289 members 
Entering Unmasked Estep 
Score: -4014475.750000 Penalty: 3145.458740
	Iteration 46Q: 3 clusters Score -4014476 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 30456 members 
Entering Unmasked Estep 
Score: -4014499.750000 Penalty: 3145.458740
	Iteration 47Q: 3 clusters Score -4014500 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 30609 members 
Entering Unmasked Estep 
Score: -4014523.000000 Penalty: 3145.458740
	Iteration 48Q: 3 clusters Score -4014523 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 30783 members 
Entering Unmasked Estep 
Score: -4014555.750000 Penalty: 3145.458740
	Iteration 49Q: 3 clusters Score -4014556 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 30943 members 
Entering Unmasked Estep 
Score: -4014598.000000 Penalty: 3145.458740
	Iteration 50Q: 3 clusters Score -4014598 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 31120 members 
Entering Unmasked Estep 
Score: -4014611.250000 Penalty: 3145.458740
	Iteration 51Q: 3 clusters Score -4014611 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 31296 members 
Entering Unmasked Estep 
Score: -4014644.750000 Penalty: 3145.458740
	Iteration 52Q: 3 clusters Score -4014645 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 31456 members 
Entering Unmasked Estep 
Score: -4014680.750000 Penalty: 3145.458740
	Iteration 53Q: 3 clusters Score -4014681 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 31627 members 
Entering Unmasked Estep 
Score: -4014711.750000 Penalty: 3145.458740
	Iteration 54Q: 3 clusters Score -4014712 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 31779 members 
Entering Unmasked Estep 
Score: -4014738.750000 Penalty: 3145.458740
	Iteration 55Q: 3 clusters Score -4014739 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 31929 members 
Entering Unmasked Estep 
Score: -4014756.500000 Penalty: 3145.458740
	Iteration 56Q: 3 clusters Score -4014756 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 32069 members 
Entering Unmasked Estep 
Score: -4014786.750000 Penalty: 3145.458740
	Iteration 57Q: 3 clusters Score -4014787 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 32198 members 
Entering Unmasked Estep 
Score: -4014801.750000 Penalty: 3145.458740
	Iteration 58Q: 3 clusters Score -4014802 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 32342 members 
Entering Unmasked Estep 
Score: -4014842.750000 Penalty: 3145.458740
	Iteration 59Q: 3 clusters Score -4014843 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 32496 members 
Entering Unmasked Estep 
Score: -4014876.250000 Penalty: 3145.458740
	Iteration 60F: 3 clusters Score -4014876 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 32634 members 
Entering Unmasked Estep 
Score: -4014904.250000 Penalty: 3145.458740
	Iteration 61Q: 3 clusters Score -4014904 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 32768 members 
Entering Unmasked Estep 
Score: -4014932.250000 Penalty: 3145.458740
	Iteration 62Q: 3 clusters Score -4014932 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 32893 members 
Entering Unmasked Estep 
Score: -4014966.250000 Penalty: 3145.458740
	Iteration 63Q: 3 clusters Score -4014966 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 33033 members 
Entering Unmasked Estep 
Score: -4014992.500000 Penalty: 3145.458740
	Iteration 64Q: 3 clusters Score -4014992 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 33185 members 
Entering Unmasked Estep 
Score: -4015011.250000 Penalty: 3145.458740
	Iteration 65Q: 3 clusters Score -4015011 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 33342 members 
Entering Unmasked Estep 
Score: -4015045.500000 Penalty: 3145.458740
	Iteration 66Q: 3 clusters Score -4015046 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 33475 members 
Entering Unmasked Estep 
Score: -4015083.000000 Penalty: 3145.458740
	Iteration 67Q: 3 clusters Score -4015083 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 33620 members 
Entering Unmasked Estep 
Score: -4015112.500000 Penalty: 3145.458740
	Iteration 68Q: 3 clusters Score -4015112 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 33743 members 
Entering Unmasked Estep 
Score: -4015137.250000 Penalty: 3145.458740
	Iteration 69Q: 3 clusters Score -4015137 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 33860 members 
Entering Unmasked Estep 
Score: -4015167.000000 Penalty: 3145.458740
	Iteration 70Q: 3 clusters Score -4015167 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 33982 members 
Entering Unmasked Estep 
Score: -4015182.250000 Penalty: 3145.458740
	Iteration 71Q: 3 clusters Score -4015182 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 34097 members 
Entering Unmasked Estep 
Score: -4015200.000000 Penalty: 3145.458740
	Iteration 72Q: 3 clusters Score -4015200 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 34198 members 
Entering Unmasked Estep 
Score: -4015235.000000 Penalty: 3145.458740
	Iteration 73Q: 3 clusters Score -4015235 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 34296 members 
Entering Unmasked Estep 
Score: -4015272.500000 Penalty: 3145.458740
	Iteration 74Q: 3 clusters Score -4015272 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 34393 members 
Entering Unmasked Estep 
Score: -4015287.000000 Penalty: 3145.458740
	Iteration 75Q: 3 clusters Score -4015287 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 34480 members 
Entering Unmasked Estep 
Score: -4015307.750000 Penalty: 3145.458740
	Iteration 76Q: 3 clusters Score -4015308 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 34572 members 
Entering Unmasked Estep 
Score: -4015322.500000 Penalty: 3145.458740
	Iteration 77Q: 3 clusters Score -4015322 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 34669 members 
Entering Unmasked Estep 
Score: -4015347.500000 Penalty: 3145.458740
	Iteration 78Q: 3 clusters Score -4015348 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 34750 members 
Entering Unmasked Estep 
Score: -4015359.250000 Penalty: 3145.458740
	Iteration 79Q: 3 clusters Score -4015359 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 34835 members 
Entering Unmasked Estep 
Score: -4015380.000000 Penalty: 3145.458740
	Iteration 80F: 3 clusters Score -4015380 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 34917 members 
Entering Unmasked Estep 
Score: -4015401.500000 Penalty: 3145.458740
	Iteration 81Q: 3 clusters Score -4015402 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 34984 members 
Entering Unmasked Estep 
Score: -4015415.500000 Penalty: 3145.458740
	Iteration 82Q: 3 clusters Score -4015416 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 35058 members 
Entering Unmasked Estep 
Score: -4015432.000000 Penalty: 3145.458740
	Iteration 83Q: 3 clusters Score -4015432 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 35124 members 
Entering Unmasked Estep 
Score: -4015453.750000 Penalty: 3145.458740
	Iteration 84Q: 3 clusters Score -4015454 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 35183 members 
Entering Unmasked Estep 
Score: -4015478.000000 Penalty: 3145.458740
	Iteration 85Q: 3 clusters Score -4015478 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 35241 members 
Entering Unmasked Estep 
Score: -4015495.750000 Penalty: 3145.458740
	Iteration 86Q: 3 clusters Score -4015496 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 35302 members 
Entering Unmasked Estep 
Score: -4015513.500000 Penalty: 3145.458740
	Iteration 87Q: 3 clusters Score -4015514 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 35350 members 
Entering Unmasked Estep 
Score: -4015523.250000 Penalty: 3145.458740
	Iteration 88Q: 3 clusters Score -4015523 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 35403 members 
Entering Unmasked Estep 
Score: -4015535.500000 Penalty: 3145.458740
	Iteration 89Q: 3 clusters Score -4015536 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 35452 members 
Entering Unmasked Estep 
Score: -4015549.750000 Penalty: 3145.458740
	Iteration 90Q: 3 clusters Score -4015550 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 35493 members 
Entering Unmasked Estep 
Score: -4015561.250000 Penalty: 3145.458740
	Iteration 91Q: 3 clusters Score -4015561 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 35522 members 
Entering Unmasked Estep 
Score: -4015563.500000 Penalty: 3145.458740
	Iteration 92Q: 3 clusters Score -4015564 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 35553 members 
Entering Unmasked Estep 
Score: -4015569.500000 Penalty: 3145.458740
	Iteration 93Q: 3 clusters Score -4015570 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 35583 members 
Entering Unmasked Estep 
Score: -4015576.000000 Penalty: 3145.458740
	Iteration 94Q: 3 clusters Score -4015576 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 35615 members 
Entering Unmasked Estep 
Score: -4015579.000000 Penalty: 3145.458740
	Iteration 95Q: 3 clusters Score -4015579 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 35645 members 
Entering Unmasked Estep 
Score: -4015583.750000 Penalty: 3145.458740
	Iteration 96Q: 3 clusters Score -4015584 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 35667 members 
Entering Unmasked Estep 
Score: -4015588.250000 Penalty: 3145.458740
	Iteration 97Q: 3 clusters Score -4015588 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 35687 members 
Entering Unmasked Estep 
Score: -4015600.000000 Penalty: 3145.458740
	Iteration 98Q: 3 clusters Score -4015600 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 35703 members 
Entering Unmasked Estep 
Score: -4015597.250000 Penalty: 3145.458740
	Iteration 99Q: 3 clusters Score -4015597 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 35717 members 
Entering Unmasked Estep 
Score: -4015605.750000 Penalty: 3145.458740
	Iteration 100F: 3 clusters Score -4015606 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 35737 members 
Entering Unmasked Estep 
Score: -4015610.250000 Penalty: 3145.458740
	Iteration 101Q: 3 clusters Score -4015610 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 35753 members 
Entering Unmasked Estep 
Score: -4015616.500000 Penalty: 3145.458740
	Iteration 102Q: 3 clusters Score -4015616 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 35768 members 
Entering Unmasked Estep 
Score: -4015611.500000 Penalty: 3145.458740
	Iteration 103Q: 3 clusters Score -4015612 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 35788 members 
Entering Unmasked Estep 
Score: -4015613.000000 Penalty: 3145.458740
	Iteration 104Q: 3 clusters Score -4015613 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 35809 members 
Entering Unmasked Estep 
Score: -4015620.250000 Penalty: 3145.458740
	Iteration 105Q: 3 clusters Score -4015620 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 35825 members 
Entering Unmasked Estep 
Score: -4015632.500000 Penalty: 3145.458740
	Iteration 106Q: 3 clusters Score -4015632 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 35840 members 
Entering Unmasked Estep 
Score: -4015631.750000 Penalty: 3145.458740
	Iteration 107Q: 3 clusters Score -4015632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 35852 members 
Entering Unmasked Estep 
Score: -4015645.750000 Penalty: 3145.458740
	Iteration 108Q: 3 clusters Score -4015646 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 35868 members 
Entering Unmasked Estep 
Score: -4015642.000000 Penalty: 3145.458740
	Iteration 109Q: 3 clusters Score -4015642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 35878 members 
Entering Unmasked Estep 
Score: -4015639.750000 Penalty: 3145.458740
	Iteration 110Q: 3 clusters Score -4015640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 35887 members 
Entering Unmasked Estep 
Score: -4015638.500000 Penalty: 3145.458740
	Iteration 111Q: 3 clusters Score -4015638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 35900 members 
Entering Unmasked Estep 
Score: -4015652.500000 Penalty: 3145.458740
	Iteration 112Q: 3 clusters Score -4015652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 35912 members 
Entering Unmasked Estep 
Score: -4015646.000000 Penalty: 3145.458740
	Iteration 113Q: 3 clusters Score -4015646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 35921 members 
Entering Unmasked Estep 
Score: -4015649.250000 Penalty: 3145.458740
	Iteration 114Q: 3 clusters Score -4015649 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 35932 members 
Entering Unmasked Estep 
Score: -4015649.000000 Penalty: 3145.458740
	Iteration 115Q: 3 clusters Score -4015649 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 35941 members 
Entering Unmasked Estep 
Score: -4015653.500000 Penalty: 3145.458740
	Iteration 116Q: 3 clusters Score -4015654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 35951 members 
Entering Unmasked Estep 
Score: -4015656.750000 Penalty: 3145.458740
	Iteration 117Q: 3 clusters Score -4015657 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 35965 members 
Entering Unmasked Estep 
Score: -4015658.750000 Penalty: 3145.458740
	Iteration 118Q: 3 clusters Score -4015659 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 35980 members 
Entering Unmasked Estep 
Score: -4015663.750000 Penalty: 3145.458740
	Iteration 119Q: 3 clusters Score -4015664 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 35994 members 
Entering Unmasked Estep 
Score: -4015667.750000 Penalty: 3145.458740
	Iteration 120F: 3 clusters Score -4015668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 36005 members 
Entering Unmasked Estep 
Score: -4015672.250000 Penalty: 3145.458740
	Iteration 121Q: 3 clusters Score -4015672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 36017 members 
Entering Unmasked Estep 
Score: -4015671.250000 Penalty: 3145.458740
	Iteration 122Q: 3 clusters Score -4015671 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 36030 members 
Entering Unmasked Estep 
Score: -4015676.500000 Penalty: 3145.458740
	Iteration 123Q: 3 clusters Score -4015676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 36038 members 
Entering Unmasked Estep 
Score: -4015675.500000 Penalty: 3145.458740
	Iteration 124Q: 3 clusters Score -4015676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 36050 members 
Entering Unmasked Estep 
Score: -4015676.250000 Penalty: 3145.458740
	Iteration 125Q: 3 clusters Score -4015676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 36065 members 
Entering Unmasked Estep 
Score: -4015680.000000 Penalty: 3145.458740
	Iteration 126Q: 3 clusters Score -4015680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 36074 members 
Entering Unmasked Estep 
Score: -4015685.250000 Penalty: 3145.458740
	Iteration 127Q: 3 clusters Score -4015685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 36078 members 
Entering Unmasked Estep 
Score: -4015683.250000 Penalty: 3145.458740
	Iteration 128Q: 3 clusters Score -4015683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 36078 members 
Entering Unmasked Estep 
Score: -4015680.750000 Penalty: 3145.458740
	Iteration 129Q: 3 clusters Score -4015681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 36081 members 
Entering Unmasked Estep 
Score: -4015684.750000 Penalty: 3145.458740
	Iteration 130Q: 3 clusters Score -4015685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 36085 members 
Entering Unmasked Estep 
Score: -4015687.750000 Penalty: 3145.458740
	Iteration 131Q: 3 clusters Score -4015688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 36094 members 
Entering Unmasked Estep 
Score: -4015694.000000 Penalty: 3145.458740
	Iteration 132Q: 3 clusters Score -4015694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 36103 members 
Entering Unmasked Estep 
Score: -4015695.000000 Penalty: 3145.458740
	Iteration 133Q: 3 clusters Score -4015695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 36109 members 
Entering Unmasked Estep 
Score: -4015698.500000 Penalty: 3145.458740
	Iteration 134Q: 3 clusters Score -4015698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 36120 members 
Entering Unmasked Estep 
Score: -4015700.250000 Penalty: 3145.458740
	Iteration 135Q: 3 clusters Score -4015700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 36129 members 
Entering Unmasked Estep 
Score: -4015698.000000 Penalty: 3145.458740
	Iteration 136Q: 3 clusters Score -4015698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 36135 members 
Entering Unmasked Estep 
Score: -4015702.250000 Penalty: 3145.458740
	Iteration 137Q: 3 clusters Score -4015702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 36140 members 
Entering Unmasked Estep 
Score: -4015698.750000 Penalty: 3145.458740
	Iteration 138Q: 3 clusters Score -4015699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 36144 members 
Entering Unmasked Estep 
Score: -4015697.750000 Penalty: 3145.458740
	Iteration 139Q: 3 clusters Score -4015698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 36148 members 
Entering Unmasked Estep 
Score: -4015705.500000 Penalty: 3145.458740
	Iteration 140F: 3 clusters Score -4015706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 36149 members 
Entering Unmasked Estep 
Score: -4015700.250000 Penalty: 3145.458740
	Iteration 141Q: 3 clusters Score -4015700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 36150 members 
Entering Unmasked Estep 
Score: -4015708.250000 Penalty: 3145.458740
	Iteration 142Q: 3 clusters Score -4015708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 36151 members 
Entering Unmasked Estep 
Score: -4015706.500000 Penalty: 3145.458740
	Iteration 143Q: 3 clusters Score -4015706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 36151 members 
Entering Unmasked Estep 
Score: -4015706.500000 Penalty: 3145.458740
	Iteration 144F: 3 clusters Score -4015706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (45048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45048 members 
Entering Unmasked Estep 
Score: -4644352.000000 Penalty: 1594.463989
	Iteration 0F: 2 clusters Score -4644352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -4615005.500000 Penalty: 3188.927979
	Iteration 0F: 3 clusters Score -4615006 nChanged 20743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 23116 members 
Entering Unmasked Estep 
Score: -4626885.000000 Penalty: 3188.927979
	Iteration 1F: 3 clusters Score -4626885 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -4628086.000000 Penalty: 3188.927979
	Iteration 2F: 3 clusters Score -4628086 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -4630256.000000 Penalty: 3188.927979
	Iteration 3F: 3 clusters Score -4630256 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -4634881.500000 Penalty: 3188.927979
	Iteration 4F: 3 clusters Score -4634882 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 24564 members 
Entering Unmasked Estep 
Score: -4644075.500000 Penalty: 3188.927979
	Iteration 5F: 3 clusters Score -4644076 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 26688 members 
Entering Unmasked Estep 
Score: -4653013.500000 Penalty: 3188.927979
	Iteration 6F: 3 clusters Score -4653014 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 28802 members 
Entering Unmasked Estep 
Score: -4657576.500000 Penalty: 3188.927979
	Iteration 7F: 3 clusters Score -4657576 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 30202 members 
Entering Unmasked Estep 
Score: -4659916.000000 Penalty: 3188.927979
	Iteration 8Q: 3 clusters Score -4659916 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 31313 members 
Entering Unmasked Estep 
Score: -4661985.000000 Penalty: 3188.927979
	Iteration 9Q: 3 clusters Score -4661985 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 32313 members 
Entering Unmasked Estep 
Score: -4664549.000000 Penalty: 3188.927979
	Iteration 10Q: 3 clusters Score -4664549 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 33051 members 
Entering Unmasked Estep 
Score: -4666735.500000 Penalty: 3188.927979
	Iteration 11Q: 3 clusters Score -4666736 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 33423 members 
Entering Unmasked Estep 
Score: -4667413.000000 Penalty: 3188.927979
	Iteration 12Q: 3 clusters Score -4667413 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 33548 members 
Entering Unmasked Estep 
Score: -4667483.500000 Penalty: 3188.927979
	Iteration 13Q: 3 clusters Score -4667484 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 33584 members 
Entering Unmasked Estep 
Score: -4667479.500000 Penalty: 3188.927979
	Iteration 14Q: 3 clusters Score -4667480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 33594 members 
Entering Unmasked Estep 
Score: -4667484.000000 Penalty: 3188.927979
	Iteration 15Q: 3 clusters Score -4667484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 33596 members 
Entering Unmasked Estep 
Score: -4667476.000000 Penalty: 3188.927979
	Iteration 16Q: 3 clusters Score -4667476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 33597 members 
Entering Unmasked Estep 
Score: -4667470.500000 Penalty: 3188.927979
	Iteration 17Q: 3 clusters Score -4667470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 33598 members 
Entering Unmasked Estep 
Score: -4667470.000000 Penalty: 3188.927979
	Iteration 18Q: 3 clusters Score -4667470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 33598 members 
Entering Unmasked Estep 
Score: -4667470.000000 Penalty: 3188.927979
	Iteration 19F: 3 clusters Score -4667470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 65088 members 
Mstep: Class 2 contains 20426 members 
Mstep: Class 3 contains 13201 members 
Mstep: Class 4 contains 21540 members 
Mstep: Class 5 contains 4785 members 
Mstep: Class 6 contains 11832 members 
Mstep: Class 7 contains 38926 members 
Mstep: Class 8 contains 31903 members 
Mstep: Class 9 contains 11450 members 
Mstep: Class 10 contains 56392 members 
Mstep: Class 11 contains 123374 members 
Mstep: Class 12 contains 44349 members 
Mstep: Class 13 contains 29452 members 
Mstep: Class 14 contains 9804 members 
Mstep: Class 15 contains 45180 members 
Mstep: Class 16 contains 16239 members 
Mstep: Class 17 contains 19473 members 
Mstep: Class 18 contains 11762 members 
Mstep: Class 19 contains 108963 members 
Mstep: Class 20 contains 149503 members 
Mstep: Class 21 contains 8402 members 
Mstep: Class 22 contains 6666 members 
Mstep: Class 23 contains 2184 members 
Mstep: Class 24 contains 2377 members 
Mstep: Class 25 contains 12856 members 
Mstep: Class 26 contains 33598 members 
Entering Unmasked Estep 
Score: -87906728.000000 Penalty: 53041.007812
Splitting cluster 9 changes total score from -87842720.000000 to -87906728.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 10 (56392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56392 members 
Entering Unmasked Estep 
Score: -5619155.000000 Penalty: 1627.884277
	Iteration 0F: 2 clusters Score -5619155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 28079 members 
Entering Unmasked Estep 
Score: -5582148.500000 Penalty: 3255.768555
	Iteration 0F: 3 clusters Score -5582148 nChanged 26337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29358 members 
Mstep: Class 2 contains 27034 members 
Entering Unmasked Estep 
Score: -5596909.500000 Penalty: 3255.768555
	Iteration 1F: 3 clusters Score -5596910 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30264 members 
Mstep: Class 2 contains 26128 members 
Entering Unmasked Estep 
Score: -5597770.500000 Penalty: 3255.768555
	Iteration 2Q: 3 clusters Score -5597770 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31590 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -5598837.500000 Penalty: 3255.768555
	Iteration 3Q: 3 clusters Score -5598838 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33361 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -5600211.500000 Penalty: 3255.768555
	Iteration 4F: 3 clusters Score -5600212 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35653 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -5601997.000000 Penalty: 3255.768555
	Iteration 5F: 3 clusters Score -5601997 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38423 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -5604264.000000 Penalty: 3255.768555
	Iteration 6F: 3 clusters Score -5604264 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41443 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -5606727.000000 Penalty: 3255.768555
	Iteration 7F: 3 clusters Score -5606727 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44561 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -5609321.000000 Penalty: 3255.768555
	Iteration 8F: 3 clusters Score -5609321 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47468 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -5611709.000000 Penalty: 3255.768555
	Iteration 9F: 3 clusters Score -5611709 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49922 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -5613724.500000 Penalty: 3255.768555
	Iteration 10Q: 3 clusters Score -5613724 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51835 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -5615263.000000 Penalty: 3255.768555
	Iteration 11Q: 3 clusters Score -5615263 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53201 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -5616361.500000 Penalty: 3255.768555
	Iteration 12Q: 3 clusters Score -5616362 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54023 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -5616925.000000 Penalty: 3255.768555
	Iteration 13Q: 3 clusters Score -5616925 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54522 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -5617261.000000 Penalty: 3255.768555
	Iteration 14Q: 3 clusters Score -5617261 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54827 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -5617472.000000 Penalty: 3255.768555
	Iteration 15Q: 3 clusters Score -5617472 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55059 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -5617641.500000 Penalty: 3255.768555
	Iteration 16Q: 3 clusters Score -5617642 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55232 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -5617745.500000 Penalty: 3255.768555
	Iteration 17Q: 3 clusters Score -5617746 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55350 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -5617825.000000 Penalty: 3255.768555
	Iteration 18Q: 3 clusters Score -5617825 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55427 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -5617883.000000 Penalty: 3255.768555
	Iteration 19Q: 3 clusters Score -5617883 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55477 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -5617908.500000 Penalty: 3255.768555
	Iteration 20F: 3 clusters Score -5617908 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55512 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -5617937.500000 Penalty: 3255.768555
	Iteration 21Q: 3 clusters Score -5617938 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55548 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -5617960.500000 Penalty: 3255.768555
	Iteration 22Q: 3 clusters Score -5617960 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55568 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -5617973.000000 Penalty: 3255.768555
	Iteration 23Q: 3 clusters Score -5617973 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55584 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -5617990.000000 Penalty: 3255.768555
	Iteration 24Q: 3 clusters Score -5617990 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55598 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -5617991.000000 Penalty: 3255.768555
	Iteration 25Q: 3 clusters Score -5617991 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55606 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -5618004.000000 Penalty: 3255.768555
	Iteration 26Q: 3 clusters Score -5618004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55613 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -5618004.000000 Penalty: 3255.768555
	Iteration 27Q: 3 clusters Score -5618004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55614 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -5618009.500000 Penalty: 3255.768555
	Iteration 28Q: 3 clusters Score -5618010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55615 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -5618020.500000 Penalty: 3255.768555
	Iteration 29Q: 3 clusters Score -5618020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55621 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -5618026.500000 Penalty: 3255.768555
	Iteration 30Q: 3 clusters Score -5618026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55630 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -5618024.000000 Penalty: 3255.768555
	Iteration 31Q: 3 clusters Score -5618024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55632 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -5618024.500000 Penalty: 3255.768555
	Iteration 32Q: 3 clusters Score -5618024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55633 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -5618022.000000 Penalty: 3255.768555
	Iteration 33Q: 3 clusters Score -5618022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55632 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -5618020.000000 Penalty: 3255.768555
	Iteration 34Q: 3 clusters Score -5618020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55634 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -5618020.000000 Penalty: 3255.768555
	Iteration 35Q: 3 clusters Score -5618020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55637 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -5618019.500000 Penalty: 3255.768555
	Iteration 36Q: 3 clusters Score -5618020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55643 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -5618025.000000 Penalty: 3255.768555
	Iteration 37Q: 3 clusters Score -5618025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55648 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -5618024.500000 Penalty: 3255.768555
	Iteration 38Q: 3 clusters Score -5618024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55650 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -5618028.000000 Penalty: 3255.768555
	Iteration 39Q: 3 clusters Score -5618028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55651 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -5618025.000000 Penalty: 3255.768555
	Iteration 40F: 3 clusters Score -5618025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55655 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -5618025.000000 Penalty: 3255.768555
	Iteration 41Q: 3 clusters Score -5618025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55659 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -5618032.000000 Penalty: 3255.768555
	Iteration 42Q: 3 clusters Score -5618032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55661 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -5618032.500000 Penalty: 3255.768555
	Iteration 43Q: 3 clusters Score -5618032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55661 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -5618032.000000 Penalty: 3255.768555
	Iteration 44Q: 3 clusters Score -5618032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55661 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -5618035.500000 Penalty: 3255.768555
	Iteration 45Q: 3 clusters Score -5618036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55664 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -5618040.500000 Penalty: 3255.768555
	Iteration 46Q: 3 clusters Score -5618040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55665 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -5618044.500000 Penalty: 3255.768555
	Iteration 47Q: 3 clusters Score -5618044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55667 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -5618050.000000 Penalty: 3255.768555
	Iteration 48Q: 3 clusters Score -5618050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55668 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -5618044.500000 Penalty: 3255.768555
	Iteration 49Q: 3 clusters Score -5618044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55667 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -5618047.500000 Penalty: 3255.768555
	Iteration 50Q: 3 clusters Score -5618048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55667 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -5618047.500000 Penalty: 3255.768555
	Iteration 51F: 3 clusters Score -5618048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (123374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123374 members 
Entering Unmasked Estep 
Score: -12446895.000000 Penalty: 1744.378784
	Iteration 0F: 2 clusters Score -1.24469e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61355 members 
Mstep: Class 2 contains 62019 members 
Entering Unmasked Estep 
Score: -12365575.000000 Penalty: 3488.757568
	Iteration 0F: 3 clusters Score -1.236558e+07 nChanged 58843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56408 members 
Mstep: Class 2 contains 66966 members 
Entering Unmasked Estep 
Score: -12401018.000000 Penalty: 3488.757568
	Iteration 1F: 3 clusters Score -1.240102e+07 nChanged 5819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53361 members 
Mstep: Class 2 contains 70013 members 
Entering Unmasked Estep 
Score: -12403497.000000 Penalty: 3488.757568
	Iteration 2Q: 3 clusters Score -1.24035e+07 nChanged 6921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48858 members 
Mstep: Class 2 contains 74516 members 
Entering Unmasked Estep 
Score: -12406965.000000 Penalty: 3488.757568
	Iteration 3F: 3 clusters Score -1.240696e+07 nChanged 8163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42905 members 
Mstep: Class 2 contains 80469 members 
Entering Unmasked Estep 
Score: -12412457.000000 Penalty: 3488.757568
	Iteration 4F: 3 clusters Score -1.241246e+07 nChanged 8885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36160 members 
Mstep: Class 2 contains 87214 members 
Entering Unmasked Estep 
Score: -12419359.000000 Penalty: 3488.757568
	Iteration 5F: 3 clusters Score -1.241936e+07 nChanged 8344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29860 members 
Mstep: Class 2 contains 93514 members 
Entering Unmasked Estep 
Score: -12425735.000000 Penalty: 3488.757568
	Iteration 6F: 3 clusters Score -1.242574e+07 nChanged 7005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24511 members 
Mstep: Class 2 contains 98863 members 
Entering Unmasked Estep 
Score: -12431077.000000 Penalty: 3488.757568
	Iteration 7F: 3 clusters Score -1.243108e+07 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 103050 members 
Entering Unmasked Estep 
Score: -12435166.000000 Penalty: 3488.757568
	Iteration 8Q: 3 clusters Score -1.243517e+07 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 106096 members 
Entering Unmasked Estep 
Score: -12438382.000000 Penalty: 3488.757568
	Iteration 9Q: 3 clusters Score -1.243838e+07 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 108116 members 
Entering Unmasked Estep 
Score: -12440727.000000 Penalty: 3488.757568
	Iteration 10Q: 3 clusters Score -1.244073e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 109462 members 
Entering Unmasked Estep 
Score: -12442354.000000 Penalty: 3488.757568
	Iteration 11Q: 3 clusters Score -1.244235e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 110426 members 
Entering Unmasked Estep 
Score: -12443322.000000 Penalty: 3488.757568
	Iteration 12Q: 3 clusters Score -1.244332e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 111155 members 
Entering Unmasked Estep 
Score: -12443917.000000 Penalty: 3488.757568
	Iteration 13Q: 3 clusters Score -1.244392e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 111731 members 
Entering Unmasked Estep 
Score: -12444322.000000 Penalty: 3488.757568
	Iteration 14Q: 3 clusters Score -1.244432e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 112218 members 
Entering Unmasked Estep 
Score: -12444617.000000 Penalty: 3488.757568
	Iteration 15Q: 3 clusters Score -1.244462e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 112645 members 
Entering Unmasked Estep 
Score: -12444819.000000 Penalty: 3488.757568
	Iteration 16Q: 3 clusters Score -1.244482e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 113069 members 
Entering Unmasked Estep 
Score: -12445027.000000 Penalty: 3488.757568
	Iteration 17Q: 3 clusters Score -1.244503e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 113471 members 
Entering Unmasked Estep 
Score: -12445176.000000 Penalty: 3488.757568
	Iteration 18Q: 3 clusters Score -1.244518e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 113843 members 
Entering Unmasked Estep 
Score: -12445363.000000 Penalty: 3488.757568
	Iteration 19Q: 3 clusters Score -1.244536e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 114166 members 
Entering Unmasked Estep 
Score: -12445434.000000 Penalty: 3488.757568
	Iteration 20F: 3 clusters Score -1.244543e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 114475 members 
Entering Unmasked Estep 
Score: -12445536.000000 Penalty: 3488.757568
	Iteration 21Q: 3 clusters Score -1.244554e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 114760 members 
Entering Unmasked Estep 
Score: -12445647.000000 Penalty: 3488.757568
	Iteration 22Q: 3 clusters Score -1.244565e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 114976 members 
Entering Unmasked Estep 
Score: -12445744.000000 Penalty: 3488.757568
	Iteration 23Q: 3 clusters Score -1.244574e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 115192 members 
Entering Unmasked Estep 
Score: -12445778.000000 Penalty: 3488.757568
	Iteration 24Q: 3 clusters Score -1.244578e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 115402 members 
Entering Unmasked Estep 
Score: -12445800.000000 Penalty: 3488.757568
	Iteration 25Q: 3 clusters Score -1.24458e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 115596 members 
Entering Unmasked Estep 
Score: -12445888.000000 Penalty: 3488.757568
	Iteration 26Q: 3 clusters Score -1.244589e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 115765 members 
Entering Unmasked Estep 
Score: -12445906.000000 Penalty: 3488.757568
	Iteration 27Q: 3 clusters Score -1.244591e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 115913 members 
Entering Unmasked Estep 
Score: -12445916.000000 Penalty: 3488.757568
	Iteration 28Q: 3 clusters Score -1.244592e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 116057 members 
Entering Unmasked Estep 
Score: -12445934.000000 Penalty: 3488.757568
	Iteration 29Q: 3 clusters Score -1.244593e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 116176 members 
Entering Unmasked Estep 
Score: -12445968.000000 Penalty: 3488.757568
	Iteration 30Q: 3 clusters Score -1.244597e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 116306 members 
Entering Unmasked Estep 
Score: -12445966.000000 Penalty: 3488.757568
	Iteration 31Q: 3 clusters Score -1.244597e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 116436 members 
Entering Unmasked Estep 
Score: -12446016.000000 Penalty: 3488.757568
	Iteration 32Q: 3 clusters Score -1.244602e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 116560 members 
Entering Unmasked Estep 
Score: -12446024.000000 Penalty: 3488.757568
	Iteration 33Q: 3 clusters Score -1.244602e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 116674 members 
Entering Unmasked Estep 
Score: -12446052.000000 Penalty: 3488.757568
	Iteration 34Q: 3 clusters Score -1.244605e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 116791 members 
Entering Unmasked Estep 
Score: -12446069.000000 Penalty: 3488.757568
	Iteration 35Q: 3 clusters Score -1.244607e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 116916 members 
Entering Unmasked Estep 
Score: -12446096.000000 Penalty: 3488.757568
	Iteration 36Q: 3 clusters Score -1.24461e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 117053 members 
Entering Unmasked Estep 
Score: -12446132.000000 Penalty: 3488.757568
	Iteration 37Q: 3 clusters Score -1.244613e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 117168 members 
Entering Unmasked Estep 
Score: -12446138.000000 Penalty: 3488.757568
	Iteration 38Q: 3 clusters Score -1.244614e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 117287 members 
Entering Unmasked Estep 
Score: -12446169.000000 Penalty: 3488.757568
	Iteration 39Q: 3 clusters Score -1.244617e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 117414 members 
Entering Unmasked Estep 
Score: -12446174.000000 Penalty: 3488.757568
	Iteration 40F: 3 clusters Score -1.244617e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 117529 members 
Entering Unmasked Estep 
Score: -12446193.000000 Penalty: 3488.757568
	Iteration 41Q: 3 clusters Score -1.244619e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 117634 members 
Entering Unmasked Estep 
Score: -12446230.000000 Penalty: 3488.757568
	Iteration 42Q: 3 clusters Score -1.244623e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 117730 members 
Entering Unmasked Estep 
Score: -12446243.000000 Penalty: 3488.757568
	Iteration 43Q: 3 clusters Score -1.244624e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 117824 members 
Entering Unmasked Estep 
Score: -12446273.000000 Penalty: 3488.757568
	Iteration 44Q: 3 clusters Score -1.244627e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 117921 members 
Entering Unmasked Estep 
Score: -12446286.000000 Penalty: 3488.757568
	Iteration 45Q: 3 clusters Score -1.244629e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 118015 members 
Entering Unmasked Estep 
Score: -12446278.000000 Penalty: 3488.757568
	Iteration 46Q: 3 clusters Score -1.244628e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 118089 members 
Entering Unmasked Estep 
Score: -12446297.000000 Penalty: 3488.757568
	Iteration 47Q: 3 clusters Score -1.24463e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 118166 members 
Entering Unmasked Estep 
Score: -12446314.000000 Penalty: 3488.757568
	Iteration 48Q: 3 clusters Score -1.244631e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 118237 members 
Entering Unmasked Estep 
Score: -12446307.000000 Penalty: 3488.757568
	Iteration 49Q: 3 clusters Score -1.244631e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 118310 members 
Entering Unmasked Estep 
Score: -12446323.000000 Penalty: 3488.757568
	Iteration 50Q: 3 clusters Score -1.244632e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 118364 members 
Entering Unmasked Estep 
Score: -12446346.000000 Penalty: 3488.757568
	Iteration 51Q: 3 clusters Score -1.244635e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 118420 members 
Entering Unmasked Estep 
Score: -12446356.000000 Penalty: 3488.757568
	Iteration 52Q: 3 clusters Score -1.244636e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 118459 members 
Entering Unmasked Estep 
Score: -12446334.000000 Penalty: 3488.757568
	Iteration 53Q: 3 clusters Score -1.244633e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 118482 members 
Entering Unmasked Estep 
Score: -12446340.000000 Penalty: 3488.757568
	Iteration 54Q: 3 clusters Score -1.244634e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 118511 members 
Entering Unmasked Estep 
Score: -12446352.000000 Penalty: 3488.757568
	Iteration 55Q: 3 clusters Score -1.244635e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 118532 members 
Entering Unmasked Estep 
Score: -12446341.000000 Penalty: 3488.757568
	Iteration 56Q: 3 clusters Score -1.244634e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 118550 members 
Entering Unmasked Estep 
Score: -12446335.000000 Penalty: 3488.757568
	Iteration 57Q: 3 clusters Score -1.244634e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 118569 members 
Entering Unmasked Estep 
Score: -12446343.000000 Penalty: 3488.757568
	Iteration 58Q: 3 clusters Score -1.244634e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 118588 members 
Entering Unmasked Estep 
Score: -12446325.000000 Penalty: 3488.757568
	Iteration 59Q: 3 clusters Score -1.244632e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 118604 members 
Entering Unmasked Estep 
Score: -12446337.000000 Penalty: 3488.757568
	Iteration 60F: 3 clusters Score -1.244634e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 118622 members 
Entering Unmasked Estep 
Score: -12446336.000000 Penalty: 3488.757568
	Iteration 61Q: 3 clusters Score -1.244634e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 118638 members 
Entering Unmasked Estep 
Score: -12446343.000000 Penalty: 3488.757568
	Iteration 62Q: 3 clusters Score -1.244634e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 118651 members 
Entering Unmasked Estep 
Score: -12446350.000000 Penalty: 3488.757568
	Iteration 63Q: 3 clusters Score -1.244635e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 118664 members 
Entering Unmasked Estep 
Score: -12446349.000000 Penalty: 3488.757568
	Iteration 64Q: 3 clusters Score -1.244635e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 118675 members 
Entering Unmasked Estep 
Score: -12446332.000000 Penalty: 3488.757568
	Iteration 65Q: 3 clusters Score -1.244633e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 118683 members 
Entering Unmasked Estep 
Score: -12446353.000000 Penalty: 3488.757568
	Iteration 66Q: 3 clusters Score -1.244635e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 118690 members 
Entering Unmasked Estep 
Score: -12446355.000000 Penalty: 3488.757568
	Iteration 67Q: 3 clusters Score -1.244636e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 118701 members 
Entering Unmasked Estep 
Score: -12446365.000000 Penalty: 3488.757568
	Iteration 68Q: 3 clusters Score -1.244636e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 118711 members 
Entering Unmasked Estep 
Score: -12446357.000000 Penalty: 3488.757568
	Iteration 69Q: 3 clusters Score -1.244636e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 118725 members 
Entering Unmasked Estep 
Score: -12446347.000000 Penalty: 3488.757568
	Iteration 70Q: 3 clusters Score -1.244635e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 118741 members 
Entering Unmasked Estep 
Score: -12446360.000000 Penalty: 3488.757568
	Iteration 71Q: 3 clusters Score -1.244636e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 118752 members 
Entering Unmasked Estep 
Score: -12446345.000000 Penalty: 3488.757568
	Iteration 72Q: 3 clusters Score -1.244634e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 118762 members 
Entering Unmasked Estep 
Score: -12446352.000000 Penalty: 3488.757568
	Iteration 73Q: 3 clusters Score -1.244635e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 118777 members 
Entering Unmasked Estep 
Score: -12446348.000000 Penalty: 3488.757568
	Iteration 74Q: 3 clusters Score -1.244635e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 118794 members 
Entering Unmasked Estep 
Score: -12446354.000000 Penalty: 3488.757568
	Iteration 75Q: 3 clusters Score -1.244635e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 118808 members 
Entering Unmasked Estep 
Score: -12446362.000000 Penalty: 3488.757568
	Iteration 76Q: 3 clusters Score -1.244636e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 118825 members 
Entering Unmasked Estep 
Score: -12446362.000000 Penalty: 3488.757568
	Iteration 77Q: 3 clusters Score -1.244636e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 118841 members 
Entering Unmasked Estep 
Score: -12446371.000000 Penalty: 3488.757568
	Iteration 78Q: 3 clusters Score -1.244637e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 118852 members 
Entering Unmasked Estep 
Score: -12446370.000000 Penalty: 3488.757568
	Iteration 79Q: 3 clusters Score -1.244637e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 118860 members 
Entering Unmasked Estep 
Score: -12446370.000000 Penalty: 3488.757568
	Iteration 80F: 3 clusters Score -1.244637e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 118866 members 
Entering Unmasked Estep 
Score: -12446374.000000 Penalty: 3488.757568
	Iteration 81Q: 3 clusters Score -1.244637e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 118867 members 
Entering Unmasked Estep 
Score: -12446380.000000 Penalty: 3488.757568
	Iteration 82Q: 3 clusters Score -1.244638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 118869 members 
Entering Unmasked Estep 
Score: -12446376.000000 Penalty: 3488.757568
	Iteration 83Q: 3 clusters Score -1.244638e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 118872 members 
Entering Unmasked Estep 
Score: -12446374.000000 Penalty: 3488.757568
	Iteration 84Q: 3 clusters Score -1.244637e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 118875 members 
Entering Unmasked Estep 
Score: -12446377.000000 Penalty: 3488.757568
	Iteration 85Q: 3 clusters Score -1.244638e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 118878 members 
Entering Unmasked Estep 
Score: -12446373.000000 Penalty: 3488.757568
	Iteration 86Q: 3 clusters Score -1.244637e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 118880 members 
Entering Unmasked Estep 
Score: -12446381.000000 Penalty: 3488.757568
	Iteration 87Q: 3 clusters Score -1.244638e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 118881 members 
Entering Unmasked Estep 
Score: -12446381.000000 Penalty: 3488.757568
	Iteration 88Q: 3 clusters Score -1.244638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 118883 members 
Entering Unmasked Estep 
Score: -12446375.000000 Penalty: 3488.757568
	Iteration 89Q: 3 clusters Score -1.244638e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 118886 members 
Entering Unmasked Estep 
Score: -12446374.000000 Penalty: 3488.757568
	Iteration 90Q: 3 clusters Score -1.244637e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 118889 members 
Entering Unmasked Estep 
Score: -12446376.000000 Penalty: 3488.757568
	Iteration 91Q: 3 clusters Score -1.244638e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 118894 members 
Entering Unmasked Estep 
Score: -12446378.000000 Penalty: 3488.757568
	Iteration 92Q: 3 clusters Score -1.244638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 118896 members 
Entering Unmasked Estep 
Score: -12446368.000000 Penalty: 3488.757568
	Iteration 93Q: 3 clusters Score -1.244637e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 118898 members 
Entering Unmasked Estep 
Score: -12446368.000000 Penalty: 3488.757568
	Iteration 94Q: 3 clusters Score -1.244637e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 118901 members 
Entering Unmasked Estep 
Score: -12446375.000000 Penalty: 3488.757568
	Iteration 95Q: 3 clusters Score -1.244638e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 118901 members 
Entering Unmasked Estep 
Score: -12446375.000000 Penalty: 3488.757568
	Iteration 96F: 3 clusters Score -1.244638e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (44349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44349 members 
Entering Unmasked Estep 
Score: -4119784.250000 Penalty: 1592.136963
	Iteration 0F: 2 clusters Score -4119784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -4090997.000000 Penalty: 3184.273926
	Iteration 0F: 3 clusters Score -4090997 nChanged 20369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -4102937.750000 Penalty: 3184.273926
	Iteration 1F: 3 clusters Score -4102938 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -4104793.250000 Penalty: 3184.273926
	Iteration 2F: 3 clusters Score -4104793 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -4107187.500000 Penalty: 3184.273926
	Iteration 3F: 3 clusters Score -4107188 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -4109820.500000 Penalty: 3184.273926
	Iteration 4F: 3 clusters Score -4109820 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 23393 members 
Entering Unmasked Estep 
Score: -4112038.000000 Penalty: 3184.273926
	Iteration 5F: 3 clusters Score -4112038 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -4113772.000000 Penalty: 3184.273926
	Iteration 6F: 3 clusters Score -4113772 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -4114949.500000 Penalty: 3184.273926
	Iteration 7F: 3 clusters Score -4114950 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 24693 members 
Entering Unmasked Estep 
Score: -4115813.000000 Penalty: 3184.273926
	Iteration 8Q: 3 clusters Score -4115813 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -4116351.750000 Penalty: 3184.273926
	Iteration 9Q: 3 clusters Score -4116352 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -4116703.500000 Penalty: 3184.273926
	Iteration 10Q: 3 clusters Score -4116704 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 24621 members 
Entering Unmasked Estep 
Score: -4116968.250000 Penalty: 3184.273926
	Iteration 11Q: 3 clusters Score -4116968 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -4117145.250000 Penalty: 3184.273926
	Iteration 12Q: 3 clusters Score -4117145 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -4117295.250000 Penalty: 3184.273926
	Iteration 13Q: 3 clusters Score -4117295 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
Score: -4117440.000000 Penalty: 3184.273926
	Iteration 14Q: 3 clusters Score -4117440 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 23552 members 
Entering Unmasked Estep 
Score: -4117551.500000 Penalty: 3184.273926
	Iteration 15Q: 3 clusters Score -4117552 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -4117629.750000 Penalty: 3184.273926
	Iteration 16Q: 3 clusters Score -4117630 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -4117750.750000 Penalty: 3184.273926
	Iteration 17Q: 3 clusters Score -4117751 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -4117874.500000 Penalty: 3184.273926
	Iteration 18Q: 3 clusters Score -4117874 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
Score: -4117984.250000 Penalty: 3184.273926
	Iteration 19Q: 3 clusters Score -4117984 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -4118122.750000 Penalty: 3184.273926
	Iteration 20F: 3 clusters Score -4118123 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -4118227.000000 Penalty: 3184.273926
	Iteration 21Q: 3 clusters Score -4118227 nChanged 536
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4118328 nChanged 566
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4118476 nChanged 548
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Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4118596 nChanged 549
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Mstep: Class 1 contains 25573 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4118715 nChanged 559
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Mstep: Class 1 contains 26122 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4118817 nChanged 597
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Mstep: Class 1 contains 26705 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4118966 nChanged 587
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Mstep: Class 1 contains 27274 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4119092 nChanged 568
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Mstep: Class 1 contains 27832 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4119231 nChanged 587
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Mstep: Class 1 contains 28407 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4119408 nChanged 596
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Mstep: Class 1 contains 28989 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4119559 nChanged 619
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29596 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4119704 nChanged 601
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Mstep: Class 1 contains 30181 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4119852 nChanged 616
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Mstep: Class 1 contains 30793 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4120030 nChanged 605
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Mstep: Class 1 contains 31396 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4120216 nChanged 556
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Mstep: Class 1 contains 31948 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4120363 nChanged 555
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Mstep: Class 1 contains 32497 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4120468 nChanged 542
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Mstep: Class 1 contains 33033 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4120612 nChanged 493
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Mstep: Class 1 contains 33524 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4120745 nChanged 444
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Mstep: Class 1 contains 33964 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4120840 nChanged 412
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Mstep: Class 1 contains 34370 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4120927 nChanged 386
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Mstep: Class 1 contains 34752 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4121003 nChanged 351
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Mstep: Class 1 contains 35099 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4121071 nChanged 313
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Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4121116 nChanged 272
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Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4121170 nChanged 244
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Mstep: Class 1 contains 35922 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4121215 nChanged 235
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Mstep: Class 1 contains 36157 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4121257 nChanged 186
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Mstep: Class 1 contains 36339 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4121280 nChanged 159
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Mstep: Class 1 contains 36494 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4121306 nChanged 133
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Mstep: Class 1 contains 36625 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4121326 nChanged 123
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Mstep: Class 1 contains 36742 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4121328 nChanged 123
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Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4121346 nChanged 94
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Mstep: Class 1 contains 36951 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4121362 nChanged 88
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Mstep: Class 1 contains 37031 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4121362 nChanged 90
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Mstep: Class 1 contains 37119 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4121368 nChanged 75
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Mstep: Class 1 contains 37194 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4121373 nChanged 58
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Mstep: Class 1 contains 37248 members 
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	Iteration 57Q: 3 clusters Score -4121396 nChanged 54
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Mstep: Class 1 contains 37300 members 
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	Iteration 58Q: 3 clusters Score -4121391 nChanged 46
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Mstep: Class 1 contains 37346 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4121392 nChanged 38
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Mstep: Class 1 contains 37384 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4121390 nChanged 42
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Mstep: Class 1 contains 37424 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4121401 nChanged 36
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Mstep: Class 1 contains 37460 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4121398 nChanged 33
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4121412 nChanged 42
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Mstep: Class 1 contains 37533 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4121427 nChanged 36
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Mstep: Class 1 contains 37569 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4121433 nChanged 28
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Mstep: Class 1 contains 37597 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4121438 nChanged 24
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Mstep: Class 1 contains 37621 members 
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	Iteration 67Q: 3 clusters Score -4121436 nChanged 26
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Mstep: Class 1 contains 37647 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4121436 nChanged 29
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Mstep: Class 1 contains 37676 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4121440 nChanged 31
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Mstep: Class 1 contains 37707 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4121430 nChanged 27
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Mstep: Class 1 contains 37734 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4121444 nChanged 25
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	Iteration 72Q: 3 clusters Score -4121443 nChanged 15
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	Iteration 73Q: 3 clusters Score -4121453 nChanged 11
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	Iteration 74Q: 3 clusters Score -4121456 nChanged 6
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Mstep: Class 1 contains 37791 members 
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	Iteration 75Q: 3 clusters Score -4121456 nChanged 6
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Mstep: Class 1 contains 37797 members 
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	Iteration 76Q: 3 clusters Score -4121455 nChanged 8
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Mstep: Class 1 contains 37805 members 
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	Iteration 77Q: 3 clusters Score -4121456 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37812 members 
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	Iteration 78Q: 3 clusters Score -4121453 nChanged 9
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	Iteration 79Q: 3 clusters Score -4121451 nChanged 11
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Mstep: Class 1 contains 37832 members 
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	Iteration 80F: 3 clusters Score -4121448 nChanged 14
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	Iteration 81Q: 3 clusters Score -4121444 nChanged 11
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	Iteration 82Q: 3 clusters Score -4121447 nChanged 15
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Mstep: Class 1 contains 37870 members 
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	Iteration 83Q: 3 clusters Score -4121445 nChanged 8
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Mstep: Class 1 contains 37878 members 
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	Iteration 84Q: 3 clusters Score -4121448 nChanged 11
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Mstep: Class 1 contains 37887 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4121452 nChanged 4
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Mstep: Class 1 contains 37891 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4121450 nChanged 3
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Mstep: Class 1 contains 37894 members 
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	Iteration 87Q: 3 clusters Score -4121448 nChanged 3
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Mstep: Class 1 contains 37897 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4121454 nChanged 3
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	Iteration 89Q: 3 clusters Score -4121458 nChanged 9
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	Iteration 90Q: 3 clusters Score -4121452 nChanged 11
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	Iteration 91Q: 3 clusters Score -4121454 nChanged 7
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Mstep: Class 1 contains 37913 members 
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	Iteration 92Q: 3 clusters Score -4121448 nChanged 13
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4121442 nChanged 11
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	Iteration 94Q: 3 clusters Score -4121445 nChanged 8
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	Iteration 95Q: 3 clusters Score -4121445 nChanged 5
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	Iteration 96Q: 3 clusters Score -4121442 nChanged 7
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	Iteration 97Q: 3 clusters Score -4121446 nChanged 7
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	Iteration 98Q: 3 clusters Score -4121443 nChanged 9
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	Iteration 99Q: 3 clusters Score -4121445 nChanged 8
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	Iteration 100F: 3 clusters Score -4121446 nChanged 13
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	Iteration 101Q: 3 clusters Score -4121448 nChanged 19
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	Iteration 102Q: 3 clusters Score -4121454 nChanged 17
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Mstep: Class 1 contains 38020 members 
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	Iteration 103Q: 3 clusters Score -4121454 nChanged 14
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	Iteration 104Q: 3 clusters Score -4121454 nChanged 11
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	Iteration 105Q: 3 clusters Score -4121460 nChanged 20
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	Iteration 106Q: 3 clusters Score -4121457 nChanged 12
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	Iteration 107Q: 3 clusters Score -4121460 nChanged 15
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	Iteration 108Q: 3 clusters Score -4121461 nChanged 18
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	Iteration 109Q: 3 clusters Score -4121465 nChanged 18
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	Iteration 110Q: 3 clusters Score -4121470 nChanged 13
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	Iteration 111Q: 3 clusters Score -4121466 nChanged 12
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	Iteration 112Q: 3 clusters Score -4121474 nChanged 8
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4121472 nChanged 5
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Entering Unmasked Estep 
Score: -4121477.000000 Penalty: 3184.273926
	Iteration 114Q: 3 clusters Score -4121477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38149 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -4121476.750000 Penalty: 3184.273926
	Iteration 115Q: 3 clusters Score -4121477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38155 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -4121475.000000 Penalty: 3184.273926
	Iteration 116Q: 3 clusters Score -4121475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38159 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -4121476.250000 Penalty: 3184.273926
	Iteration 117Q: 3 clusters Score -4121476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38165 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -4121471.750000 Penalty: 3184.273926
	Iteration 118Q: 3 clusters Score -4121472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38171 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -4121475.500000 Penalty: 3184.273926
	Iteration 119Q: 3 clusters Score -4121476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38171 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -4121475.500000 Penalty: 3184.273926
	Iteration 120F: 3 clusters Score -4121476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 65088 members 
Mstep: Class 2 contains 20426 members 
Mstep: Class 3 contains 13201 members 
Mstep: Class 4 contains 21540 members 
Mstep: Class 5 contains 4785 members 
Mstep: Class 6 contains 11832 members 
Mstep: Class 7 contains 38926 members 
Mstep: Class 8 contains 31903 members 
Mstep: Class 9 contains 11450 members 
Mstep: Class 10 contains 56392 members 
Mstep: Class 11 contains 123374 members 
Mstep: Class 12 contains 38171 members 
Mstep: Class 13 contains 29452 members 
Mstep: Class 14 contains 9804 members 
Mstep: Class 15 contains 45180 members 
Mstep: Class 16 contains 16239 members 
Mstep: Class 17 contains 19473 members 
Mstep: Class 18 contains 11762 members 
Mstep: Class 19 contains 108963 members 
Mstep: Class 20 contains 149503 members 
Mstep: Class 21 contains 8402 members 
Mstep: Class 22 contains 6666 members 
Mstep: Class 23 contains 2184 members 
Mstep: Class 24 contains 2377 members 
Mstep: Class 25 contains 12856 members 
Mstep: Class 26 contains 33598 members 
Mstep: Class 27 contains 6178 members 
Entering Unmasked Estep 
Score: -87908064.000000 Penalty: 55081.046875
Splitting cluster 12 changes total score from -87842720.000000 to -87908064.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 13 (29452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29452 members 
Entering Unmasked Estep 
Score: -2949163.000000 Penalty: 1531.228882
	Iteration 0F: 2 clusters Score -2949163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -2930006.750000 Penalty: 3062.457764
	Iteration 0F: 3 clusters Score -2930007 nChanged 13293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -2938240.500000 Penalty: 3062.457764
	Iteration 1F: 3 clusters Score -2938240 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -2940444.500000 Penalty: 3062.457764
	Iteration 2F: 3 clusters Score -2940444 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -2943377.500000 Penalty: 3062.457764
	Iteration 3F: 3 clusters Score -2943378 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -2946431.750000 Penalty: 3062.457764
	Iteration 4F: 3 clusters Score -2946432 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -2948667.250000 Penalty: 3062.457764
	Iteration 5F: 3 clusters Score -2948667 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -2949904.750000 Penalty: 3062.457764
	Iteration 6Q: 3 clusters Score -2949905 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -2950604.000000 Penalty: 3062.457764
	Iteration 7Q: 3 clusters Score -2950604 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 22946 members 
Entering Unmasked Estep 
Score: -2951115.750000 Penalty: 3062.457764
	Iteration 8Q: 3 clusters Score -2951116 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 22878 members 
Entering Unmasked Estep 
Score: -2951608.500000 Penalty: 3062.457764
	Iteration 9Q: 3 clusters Score -2951608 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -2952088.000000 Penalty: 3062.457764
	Iteration 10Q: 3 clusters Score -2952088 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -2952480.750000 Penalty: 3062.457764
	Iteration 11Q: 3 clusters Score -2952481 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -2952877.250000 Penalty: 3062.457764
	Iteration 12Q: 3 clusters Score -2952877 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -2953170.500000 Penalty: 3062.457764
	Iteration 13Q: 3 clusters Score -2953170 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
Score: -2953399.500000 Penalty: 3062.457764
	Iteration 14Q: 3 clusters Score -2953400 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -2953550.000000 Penalty: 3062.457764
	Iteration 15Q: 3 clusters Score -2953550 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -2953652.250000 Penalty: 3062.457764
	Iteration 16Q: 3 clusters Score -2953652 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -2953717.000000 Penalty: 3062.457764
	Iteration 17Q: 3 clusters Score -2953717 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -2953789.750000 Penalty: 3062.457764
	Iteration 18Q: 3 clusters Score -2953790 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -2953834.000000 Penalty: 3062.457764
	Iteration 19Q: 3 clusters Score -2953834 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -2953862.000000 Penalty: 3062.457764
	Iteration 20F: 3 clusters Score -2953862 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -2953881.750000 Penalty: 3062.457764
	Iteration 21Q: 3 clusters Score -2953882 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -2953904.750000 Penalty: 3062.457764
	Iteration 22Q: 3 clusters Score -2953905 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -2953923.250000 Penalty: 3062.457764
	Iteration 23Q: 3 clusters Score -2953923 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -2953935.750000 Penalty: 3062.457764
	Iteration 24Q: 3 clusters Score -2953936 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -2953947.750000 Penalty: 3062.457764
	Iteration 25Q: 3 clusters Score -2953948 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -2953958.750000 Penalty: 3062.457764
	Iteration 26Q: 3 clusters Score -2953959 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -2953965.000000 Penalty: 3062.457764
	Iteration 27Q: 3 clusters Score -2953965 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -2953967.750000 Penalty: 3062.457764
	Iteration 28Q: 3 clusters Score -2953968 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -2953976.500000 Penalty: 3062.457764
	Iteration 29Q: 3 clusters Score -2953976 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -2953993.000000 Penalty: 3062.457764
	Iteration 30Q: 3 clusters Score -2953993 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -2953999.750000 Penalty: 3062.457764
	Iteration 31Q: 3 clusters Score -2954000 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -2953996.000000 Penalty: 3062.457764
	Iteration 32Q: 3 clusters Score -2953996 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -2953997.250000 Penalty: 3062.457764
	Iteration 33Q: 3 clusters Score -2953997 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -2953995.000000 Penalty: 3062.457764
	Iteration 34Q: 3 clusters Score -2953995 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -2954001.500000 Penalty: 3062.457764
	Iteration 35Q: 3 clusters Score -2954002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -2954006.250000 Penalty: 3062.457764
	Iteration 36Q: 3 clusters Score -2954006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -2954002.750000 Penalty: 3062.457764
	Iteration 37Q: 3 clusters Score -2954003 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -2954004.500000 Penalty: 3062.457764
	Iteration 38Q: 3 clusters Score -2954004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -2954005.000000 Penalty: 3062.457764
	Iteration 39Q: 3 clusters Score -2954005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -2954004.500000 Penalty: 3062.457764
	Iteration 40F: 3 clusters Score -2954004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -2954005.000000 Penalty: 3062.457764
	Iteration 41Q: 3 clusters Score -2954005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -2954002.500000 Penalty: 3062.457764
	Iteration 42Q: 3 clusters Score -2954002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -2954005.250000 Penalty: 3062.457764
	Iteration 43Q: 3 clusters Score -2954005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -2954009.750000 Penalty: 3062.457764
	Iteration 44Q: 3 clusters Score -2954010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -2954006.000000 Penalty: 3062.457764
	Iteration 45Q: 3 clusters Score -2954006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -2954011.000000 Penalty: 3062.457764
	Iteration 46Q: 3 clusters Score -2954011 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -2954008.250000 Penalty: 3062.457764
	Iteration 47Q: 3 clusters Score -2954008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -2954017.500000 Penalty: 3062.457764
	Iteration 48Q: 3 clusters Score -2954018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -2954017.250000 Penalty: 3062.457764
	Iteration 49Q: 3 clusters Score -2954017 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -2954016.500000 Penalty: 3062.457764
	Iteration 50Q: 3 clusters Score -2954016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -2954016.750000 Penalty: 3062.457764
	Iteration 51Q: 3 clusters Score -2954017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -2954017.500000 Penalty: 3062.457764
	Iteration 52Q: 3 clusters Score -2954018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -2954018.250000 Penalty: 3062.457764
	Iteration 53Q: 3 clusters Score -2954018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -2954020.250000 Penalty: 3062.457764
	Iteration 54Q: 3 clusters Score -2954020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -2954019.000000 Penalty: 3062.457764
	Iteration 55Q: 3 clusters Score -2954019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -2954020.000000 Penalty: 3062.457764
	Iteration 56Q: 3 clusters Score -2954020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -2954019.000000 Penalty: 3062.457764
	Iteration 57Q: 3 clusters Score -2954019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -2954017.500000 Penalty: 3062.457764
	Iteration 58Q: 3 clusters Score -2954018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -2954017.500000 Penalty: 3062.457764
	Iteration 59F: 3 clusters Score -2954018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 65088 members 
Mstep: Class 2 contains 20426 members 
Mstep: Class 3 contains 13201 members 
Mstep: Class 4 contains 21540 members 
Mstep: Class 5 contains 4785 members 
Mstep: Class 6 contains 11832 members 
Mstep: Class 7 contains 38926 members 
Mstep: Class 8 contains 31903 members 
Mstep: Class 9 contains 11450 members 
Mstep: Class 10 contains 56392 members 
Mstep: Class 11 contains 123374 members 
Mstep: Class 12 contains 38171 members 
Mstep: Class 13 contains 10388 members 
Mstep: Class 14 contains 9804 members 
Mstep: Class 15 contains 45180 members 
Mstep: Class 16 contains 16239 members 
Mstep: Class 17 contains 19473 members 
Mstep: Class 18 contains 11762 members 
Mstep: Class 19 contains 108963 members 
Mstep: Class 20 contains 149503 members 
Mstep: Class 21 contains 8402 members 
Mstep: Class 22 contains 6666 members 
Mstep: Class 23 contains 2184 members 
Mstep: Class 24 contains 2377 members 
Mstep: Class 25 contains 12856 members 
Mstep: Class 26 contains 33598 members 
Mstep: Class 27 contains 6178 members 
Mstep: Class 28 contains 19064 members 
Entering Unmasked Estep 
Score: -87912368.000000 Penalty: 57121.089844
Splitting cluster 13 changes total score from -87842720.000000 to -87912368.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 14 (9804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Entering Unmasked Estep 
Score: -963791.875000 Penalty: 1367.553223
	Iteration 0F: 2 clusters Score -963791.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -957264.625000 Penalty: 2735.106445
	Iteration 0F: 3 clusters Score -957264.6 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -960058.250000 Penalty: 2735.106445
	Iteration 1F: 3 clusters Score -960058.2 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -961120.625000 Penalty: 2735.106445
	Iteration 2F: 3 clusters Score -961120.6 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -962183.187500 Penalty: 2735.106445
	Iteration 3F: 3 clusters Score -962183.2 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -963071.375000 Penalty: 2735.106445
	Iteration 4F: 3 clusters Score -963071.4 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -963661.312500 Penalty: 2735.106445
	Iteration 5F: 3 clusters Score -963661.3 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -964016.500000 Penalty: 2735.106445
	Iteration 6Q: 3 clusters Score -964016.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -964222.437500 Penalty: 2735.106445
	Iteration 7Q: 3 clusters Score -964222.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -964334.937500 Penalty: 2735.106445
	Iteration 8Q: 3 clusters Score -964334.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -964401.125000 Penalty: 2735.106445
	Iteration 9Q: 3 clusters Score -964401.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -964454.562500 Penalty: 2735.106445
	Iteration 10Q: 3 clusters Score -964454.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -964488.437500 Penalty: 2735.106445
	Iteration 11Q: 3 clusters Score -964488.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -964510.000000 Penalty: 2735.106445
	Iteration 12Q: 3 clusters Score -964510 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -964530.125000 Penalty: 2735.106445
	Iteration 13Q: 3 clusters Score -964530.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -964543.125000 Penalty: 2735.106445
	Iteration 14Q: 3 clusters Score -964543.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -964555.437500 Penalty: 2735.106445
	Iteration 15Q: 3 clusters Score -964555.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -964562.937500 Penalty: 2735.106445
	Iteration 16Q: 3 clusters Score -964562.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -964573.062500 Penalty: 2735.106445
	Iteration 17Q: 3 clusters Score -964573.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -964580.250000 Penalty: 2735.106445
	Iteration 18Q: 3 clusters Score -964580.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -964584.437500 Penalty: 2735.106445
	Iteration 19Q: 3 clusters Score -964584.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -964587.062500 Penalty: 2735.106445
	Iteration 20F: 3 clusters Score -964587.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -964590.125000 Penalty: 2735.106445
	Iteration 21Q: 3 clusters Score -964590.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -964595.500000 Penalty: 2735.106445
	Iteration 22Q: 3 clusters Score -964595.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -964600.375000 Penalty: 2735.106445
	Iteration 23Q: 3 clusters Score -964600.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -964603.625000 Penalty: 2735.106445
	Iteration 24Q: 3 clusters Score -964603.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -964606.875000 Penalty: 2735.106445
	Iteration 25Q: 3 clusters Score -964606.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -964610.375000 Penalty: 2735.106445
	Iteration 26Q: 3 clusters Score -964610.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -964609.562500 Penalty: 2735.106445
	Iteration 27Q: 3 clusters Score -964609.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -964612.875000 Penalty: 2735.106445
	Iteration 28Q: 3 clusters Score -964612.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -964612.062500 Penalty: 2735.106445
	Iteration 29Q: 3 clusters Score -964612.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -964612.187500 Penalty: 2735.106445
	Iteration 30Q: 3 clusters Score -964612.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -964612.437500 Penalty: 2735.106445
	Iteration 31Q: 3 clusters Score -964612.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -964612.437500 Penalty: 2735.106445
	Iteration 32F: 3 clusters Score -964612.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 65088 members 
Mstep: Class 2 contains 20426 members 
Mstep: Class 3 contains 13201 members 
Mstep: Class 4 contains 21540 members 
Mstep: Class 5 contains 4785 members 
Mstep: Class 6 contains 11832 members 
Mstep: Class 7 contains 38926 members 
Mstep: Class 8 contains 31903 members 
Mstep: Class 9 contains 11450 members 
Mstep: Class 10 contains 56392 members 
Mstep: Class 11 contains 123374 members 
Mstep: Class 12 contains 38171 members 
Mstep: Class 13 contains 10388 members 
Mstep: Class 14 contains 1004 members 
Mstep: Class 15 contains 45180 members 
Mstep: Class 16 contains 16239 members 
Mstep: Class 17 contains 19473 members 
Mstep: Class 18 contains 11762 members 
Mstep: Class 19 contains 108963 members 
Mstep: Class 20 contains 149503 members 
Mstep: Class 21 contains 8402 members 
Mstep: Class 22 contains 6666 members 
Mstep: Class 23 contains 2184 members 
Mstep: Class 24 contains 2377 members 
Mstep: Class 25 contains 12856 members 
Mstep: Class 26 contains 33598 members 
Mstep: Class 27 contains 6178 members 
Mstep: Class 28 contains 19064 members 
Mstep: Class 29 contains 8800 members 
Entering Unmasked Estep 
Score: -87912424.000000 Penalty: 59161.128906
Splitting cluster 14 changes total score from -87842720.000000 to -87912424.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 15 (45180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45180 members 
Entering Unmasked Estep 
Score: -4554019.500000 Penalty: 1594.899414
	Iteration 0F: 2 clusters Score -4554020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -4524629.000000 Penalty: 3189.798828
	Iteration 0F: 3 clusters Score -4524629 nChanged 20770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -4536146.000000 Penalty: 3189.798828
	Iteration 1F: 3 clusters Score -4536146 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -4536795.000000 Penalty: 3189.798828
	Iteration 2Q: 3 clusters Score -4536795 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -4537640.000000 Penalty: 3189.798828
	Iteration 3Q: 3 clusters Score -4537640 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -4538533.500000 Penalty: 3189.798828
	Iteration 4Q: 3 clusters Score -4538534 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 24087 members 
Entering Unmasked Estep 
Score: -4539620.500000 Penalty: 3189.798828
	Iteration 5F: 3 clusters Score -4539620 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
Score: -4540912.500000 Penalty: 3189.798828
	Iteration 6F: 3 clusters Score -4540912 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 25644 members 
Entering Unmasked Estep 
Score: -4542484.000000 Penalty: 3189.798828
	Iteration 7F: 3 clusters Score -4542484 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -4544203.500000 Penalty: 3189.798828
	Iteration 8F: 3 clusters Score -4544204 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 27119 members 
Entering Unmasked Estep 
Score: -4546000.500000 Penalty: 3189.798828
	Iteration 9F: 3 clusters Score -4546000 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 27700 members 
Entering Unmasked Estep 
Score: -4547502.500000 Penalty: 3189.798828
	Iteration 10F: 3 clusters Score -4547502 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -4548474.000000 Penalty: 3189.798828
	Iteration 11Q: 3 clusters Score -4548474 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 28419 members 
Entering Unmasked Estep 
Score: -4548998.500000 Penalty: 3189.798828
	Iteration 12Q: 3 clusters Score -4548998 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 28718 members 
Entering Unmasked Estep 
Score: -4549282.500000 Penalty: 3189.798828
	Iteration 13Q: 3 clusters Score -4549282 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 29006 members 
Entering Unmasked Estep 
Score: -4549454.000000 Penalty: 3189.798828
	Iteration 14Q: 3 clusters Score -4549454 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 29276 members 
Entering Unmasked Estep 
Score: -4549566.500000 Penalty: 3189.798828
	Iteration 15Q: 3 clusters Score -4549566 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 29502 members 
Entering Unmasked Estep 
Score: -4549630.000000 Penalty: 3189.798828
	Iteration 16Q: 3 clusters Score -4549630 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 29736 members 
Entering Unmasked Estep 
Score: -4549712.000000 Penalty: 3189.798828
	Iteration 17Q: 3 clusters Score -4549712 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 29966 members 
Entering Unmasked Estep 
Score: -4549775.500000 Penalty: 3189.798828
	Iteration 18Q: 3 clusters Score -4549776 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 30212 members 
Entering Unmasked Estep 
Score: -4549831.500000 Penalty: 3189.798828
	Iteration 19Q: 3 clusters Score -4549832 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 30491 members 
Entering Unmasked Estep 
Score: -4549907.000000 Penalty: 3189.798828
	Iteration 20F: 3 clusters Score -4549907 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 30761 members 
Entering Unmasked Estep 
Score: -4549959.000000 Penalty: 3189.798828
	Iteration 21Q: 3 clusters Score -4549959 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 31015 members 
Entering Unmasked Estep 
Score: -4550008.500000 Penalty: 3189.798828
	Iteration 22Q: 3 clusters Score -4550008 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 31282 members 
Entering Unmasked Estep 
Score: -4550057.500000 Penalty: 3189.798828
	Iteration 23Q: 3 clusters Score -4550058 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 31548 members 
Entering Unmasked Estep 
Score: -4550123.000000 Penalty: 3189.798828
	Iteration 24Q: 3 clusters Score -4550123 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 31820 members 
Entering Unmasked Estep 
Score: -4550198.000000 Penalty: 3189.798828
	Iteration 25Q: 3 clusters Score -4550198 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 32135 members 
Entering Unmasked Estep 
Score: -4550306.500000 Penalty: 3189.798828
	Iteration 26Q: 3 clusters Score -4550306 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 32459 members 
Entering Unmasked Estep 
Score: -4550395.500000 Penalty: 3189.798828
	Iteration 27Q: 3 clusters Score -4550396 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 32787 members 
Entering Unmasked Estep 
Score: -4550476.500000 Penalty: 3189.798828
	Iteration 28Q: 3 clusters Score -4550476 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 33118 members 
Entering Unmasked Estep 
Score: -4550579.000000 Penalty: 3189.798828
	Iteration 29Q: 3 clusters Score -4550579 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 33437 members 
Entering Unmasked Estep 
Score: -4550688.500000 Penalty: 3189.798828
	Iteration 30Q: 3 clusters Score -4550688 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 33741 members 
Entering Unmasked Estep 
Score: -4550784.500000 Penalty: 3189.798828
	Iteration 31Q: 3 clusters Score -4550784 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 34047 members 
Entering Unmasked Estep 
Score: -4550879.000000 Penalty: 3189.798828
	Iteration 32Q: 3 clusters Score -4550879 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 34355 members 
Entering Unmasked Estep 
Score: -4550945.500000 Penalty: 3189.798828
	Iteration 33Q: 3 clusters Score -4550946 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 34642 members 
Entering Unmasked Estep 
Score: -4551028.500000 Penalty: 3189.798828
	Iteration 34Q: 3 clusters Score -4551028 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 34919 members 
Entering Unmasked Estep 
Score: -4551093.000000 Penalty: 3189.798828
	Iteration 35Q: 3 clusters Score -4551093 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 35208 members 
Entering Unmasked Estep 
Score: -4551189.500000 Penalty: 3189.798828
	Iteration 36Q: 3 clusters Score -4551190 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 35470 members 
Entering Unmasked Estep 
Score: -4551252.000000 Penalty: 3189.798828
	Iteration 37Q: 3 clusters Score -4551252 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 35701 members 
Entering Unmasked Estep 
Score: -4551338.000000 Penalty: 3189.798828
	Iteration 38Q: 3 clusters Score -4551338 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 35954 members 
Entering Unmasked Estep 
Score: -4551418.000000 Penalty: 3189.798828
	Iteration 39Q: 3 clusters Score -4551418 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 36220 members 
Entering Unmasked Estep 
Score: -4551556.500000 Penalty: 3189.798828
	Iteration 40F: 3 clusters Score -4551556 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 36512 members 
Entering Unmasked Estep 
Score: -4551726.000000 Penalty: 3189.798828
	Iteration 41Q: 3 clusters Score -4551726 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 36810 members 
Entering Unmasked Estep 
Score: -4551955.500000 Penalty: 3189.798828
	Iteration 42Q: 3 clusters Score -4551956 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 37126 members 
Entering Unmasked Estep 
Score: -4552346.000000 Penalty: 3189.798828
	Iteration 43Q: 3 clusters Score -4552346 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 37434 members 
Entering Unmasked Estep 
Score: -4552799.500000 Penalty: 3189.798828
	Iteration 44Q: 3 clusters Score -4552800 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 37646 members 
Entering Unmasked Estep 
Score: -4553133.500000 Penalty: 3189.798828
	Iteration 45Q: 3 clusters Score -4553134 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 37792 members 
Entering Unmasked Estep 
Score: -4553333.000000 Penalty: 3189.798828
	Iteration 46Q: 3 clusters Score -4553333 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 37861 members 
Entering Unmasked Estep 
Score: -4553450.500000 Penalty: 3189.798828
	Iteration 47Q: 3 clusters Score -4553450 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 37872 members 
Entering Unmasked Estep 
Score: -4553509.500000 Penalty: 3189.798828
	Iteration 48Q: 3 clusters Score -4553510 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 37834 members 
Entering Unmasked Estep 
Score: -4553553.500000 Penalty: 3189.798828
	Iteration 49Q: 3 clusters Score -4553554 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 37791 members 
Entering Unmasked Estep 
Score: -4553588.500000 Penalty: 3189.798828
	Iteration 50Q: 3 clusters Score -4553588 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 37721 members 
Entering Unmasked Estep 
Score: -4553610.000000 Penalty: 3189.798828
	Iteration 51Q: 3 clusters Score -4553610 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 37641 members 
Entering Unmasked Estep 
Score: -4553619.500000 Penalty: 3189.798828
	Iteration 52Q: 3 clusters Score -4553620 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 37580 members 
Entering Unmasked Estep 
Score: -4553625.000000 Penalty: 3189.798828
	Iteration 53Q: 3 clusters Score -4553625 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 37512 members 
Entering Unmasked Estep 
Score: -4553641.000000 Penalty: 3189.798828
	Iteration 54Q: 3 clusters Score -4553641 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 37434 members 
Entering Unmasked Estep 
Score: -4553661.500000 Penalty: 3189.798828
	Iteration 55Q: 3 clusters Score -4553662 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 37378 members 
Entering Unmasked Estep 
Score: -4553664.000000 Penalty: 3189.798828
	Iteration 56Q: 3 clusters Score -4553664 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 37319 members 
Entering Unmasked Estep 
Score: -4553669.500000 Penalty: 3189.798828
	Iteration 57Q: 3 clusters Score -4553670 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 37264 members 
Entering Unmasked Estep 
Score: -4553674.500000 Penalty: 3189.798828
	Iteration 58Q: 3 clusters Score -4553674 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 37214 members 
Entering Unmasked Estep 
Score: -4553674.000000 Penalty: 3189.798828
	Iteration 59Q: 3 clusters Score -4553674 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 37160 members 
Entering Unmasked Estep 
Score: -4553698.500000 Penalty: 3189.798828
	Iteration 60F: 3 clusters Score -4553698 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 37099 members 
Entering Unmasked Estep 
Score: -4553693.000000 Penalty: 3189.798828
	Iteration 61Q: 3 clusters Score -4553693 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 37055 members 
Entering Unmasked Estep 
Score: -4553688.500000 Penalty: 3189.798828
	Iteration 62Q: 3 clusters Score -4553688 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 37013 members 
Entering Unmasked Estep 
Score: -4553697.000000 Penalty: 3189.798828
	Iteration 63Q: 3 clusters Score -4553697 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 36962 members 
Entering Unmasked Estep 
Score: -4553706.500000 Penalty: 3189.798828
	Iteration 64Q: 3 clusters Score -4553706 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 36921 members 
Entering Unmasked Estep 
Score: -4553712.000000 Penalty: 3189.798828
	Iteration 65Q: 3 clusters Score -4553712 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 36884 members 
Entering Unmasked Estep 
Score: -4553715.000000 Penalty: 3189.798828
	Iteration 66Q: 3 clusters Score -4553715 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 36837 members 
Entering Unmasked Estep 
Score: -4553716.500000 Penalty: 3189.798828
	Iteration 67Q: 3 clusters Score -4553716 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 36791 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4553725 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 36738 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4553721 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 36690 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4553725 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 36645 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4553727 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 36603 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4553728 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 36555 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4553740 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 36508 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4553735 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 36450 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4553735 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 36389 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4553740 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 36337 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4553730 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 36273 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4553735 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 36206 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4553762 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 36140 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4553759 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 36065 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4553786 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 35995 members 
Entering Unmasked Estep 
Score: -4553789.000000 Penalty: 3189.798828
	Iteration 82Q: 3 clusters Score -4553789 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 35937 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4553790 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 35870 members 
Entering Unmasked Estep 
Score: -4553802.000000 Penalty: 3189.798828
	Iteration 84Q: 3 clusters Score -4553802 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 35813 members 
Entering Unmasked Estep 
Score: -4553810.500000 Penalty: 3189.798828
	Iteration 85Q: 3 clusters Score -4553810 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 35766 members 
Entering Unmasked Estep 
Score: -4553809.000000 Penalty: 3189.798828
	Iteration 86Q: 3 clusters Score -4553809 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 35724 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4553810 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 35679 members 
Entering Unmasked Estep 
Score: -4553812.500000 Penalty: 3189.798828
	Iteration 88Q: 3 clusters Score -4553812 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 35628 members 
Entering Unmasked Estep 
Score: -4553817.500000 Penalty: 3189.798828
	Iteration 89Q: 3 clusters Score -4553818 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 35580 members 
Entering Unmasked Estep 
Score: -4553821.000000 Penalty: 3189.798828
	Iteration 90Q: 3 clusters Score -4553821 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 35533 members 
Entering Unmasked Estep 
Score: -4553823.500000 Penalty: 3189.798828
	Iteration 91Q: 3 clusters Score -4553824 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 35485 members 
Entering Unmasked Estep 
Score: -4553837.500000 Penalty: 3189.798828
	Iteration 92Q: 3 clusters Score -4553838 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 35438 members 
Entering Unmasked Estep 
Score: -4553845.000000 Penalty: 3189.798828
	Iteration 93Q: 3 clusters Score -4553845 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 35399 members 
Entering Unmasked Estep 
Score: -4553850.000000 Penalty: 3189.798828
	Iteration 94Q: 3 clusters Score -4553850 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 35357 members 
Entering Unmasked Estep 
Score: -4553849.000000 Penalty: 3189.798828
	Iteration 95Q: 3 clusters Score -4553849 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 35321 members 
Entering Unmasked Estep 
Score: -4553858.500000 Penalty: 3189.798828
	Iteration 96Q: 3 clusters Score -4553858 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 35278 members 
Entering Unmasked Estep 
Score: -4553876.500000 Penalty: 3189.798828
	Iteration 97Q: 3 clusters Score -4553876 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 35226 members 
Entering Unmasked Estep 
Score: -4553881.500000 Penalty: 3189.798828
	Iteration 98Q: 3 clusters Score -4553882 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 35157 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4553884 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 35085 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4553887 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 35007 members 
Entering Unmasked Estep 
Score: -4553905.500000 Penalty: 3189.798828
	Iteration 101Q: 3 clusters Score -4553906 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 34921 members 
Entering Unmasked Estep 
Score: -4553931.500000 Penalty: 3189.798828
	Iteration 102Q: 3 clusters Score -4553932 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 34842 members 
Entering Unmasked Estep 
Score: -4553936.500000 Penalty: 3189.798828
	Iteration 103Q: 3 clusters Score -4553936 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 34755 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4553952 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 34662 members 
Entering Unmasked Estep 
Score: -4553969.000000 Penalty: 3189.798828
	Iteration 105Q: 3 clusters Score -4553969 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 34567 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4553980 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 34452 members 
Entering Unmasked Estep 
Score: -4553997.500000 Penalty: 3189.798828
	Iteration 107Q: 3 clusters Score -4553998 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 34358 members 
Entering Unmasked Estep 
Score: -4553997.500000 Penalty: 3189.798828
	Iteration 108Q: 3 clusters Score -4553998 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 34267 members 
Entering Unmasked Estep 
Score: -4554007.500000 Penalty: 3189.798828
	Iteration 109Q: 3 clusters Score -4554008 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 34155 members 
Entering Unmasked Estep 
Score: -4554028.500000 Penalty: 3189.798828
	Iteration 110Q: 3 clusters Score -4554028 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 34040 members 
Entering Unmasked Estep 
Score: -4554040.500000 Penalty: 3189.798828
	Iteration 111Q: 3 clusters Score -4554040 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 33927 members 
Entering Unmasked Estep 
Score: -4554055.500000 Penalty: 3189.798828
	Iteration 112Q: 3 clusters Score -4554056 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 33820 members 
Entering Unmasked Estep 
Score: -4554052.500000 Penalty: 3189.798828
	Iteration 113Q: 3 clusters Score -4554052 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 33714 members 
Entering Unmasked Estep 
Score: -4554074.000000 Penalty: 3189.798828
	Iteration 114Q: 3 clusters Score -4554074 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 33612 members 
Entering Unmasked Estep 
Score: -4554079.500000 Penalty: 3189.798828
	Iteration 115Q: 3 clusters Score -4554080 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 33516 members 
Entering Unmasked Estep 
Score: -4554091.500000 Penalty: 3189.798828
	Iteration 116Q: 3 clusters Score -4554092 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 33426 members 
Entering Unmasked Estep 
Score: -4554094.000000 Penalty: 3189.798828
	Iteration 117Q: 3 clusters Score -4554094 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 33340 members 
Entering Unmasked Estep 
Score: -4554090.500000 Penalty: 3189.798828
	Iteration 118Q: 3 clusters Score -4554090 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 33255 members 
Entering Unmasked Estep 
Score: -4554105.000000 Penalty: 3189.798828
	Iteration 119Q: 3 clusters Score -4554105 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 33186 members 
Entering Unmasked Estep 
Score: -4554105.000000 Penalty: 3189.798828
	Iteration 120F: 3 clusters Score -4554105 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 33121 members 
Entering Unmasked Estep 
Score: -4554127.500000 Penalty: 3189.798828
	Iteration 121Q: 3 clusters Score -4554128 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 33067 members 
Entering Unmasked Estep 
Score: -4554112.500000 Penalty: 3189.798828
	Iteration 122Q: 3 clusters Score -4554112 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 33003 members 
Entering Unmasked Estep 
Score: -4554122.500000 Penalty: 3189.798828
	Iteration 123Q: 3 clusters Score -4554122 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 32939 members 
Entering Unmasked Estep 
Score: -4554128.000000 Penalty: 3189.798828
	Iteration 124Q: 3 clusters Score -4554128 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 32882 members 
Entering Unmasked Estep 
Score: -4554134.000000 Penalty: 3189.798828
	Iteration 125Q: 3 clusters Score -4554134 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 32826 members 
Entering Unmasked Estep 
Score: -4554143.000000 Penalty: 3189.798828
	Iteration 126Q: 3 clusters Score -4554143 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 32778 members 
Entering Unmasked Estep 
Score: -4554140.500000 Penalty: 3189.798828
	Iteration 127Q: 3 clusters Score -4554140 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 32741 members 
Entering Unmasked Estep 
Score: -4554144.000000 Penalty: 3189.798828
	Iteration 128Q: 3 clusters Score -4554144 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 32701 members 
Entering Unmasked Estep 
Score: -4554143.500000 Penalty: 3189.798828
	Iteration 129Q: 3 clusters Score -4554144 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 32662 members 
Entering Unmasked Estep 
Score: -4554147.500000 Penalty: 3189.798828
	Iteration 130Q: 3 clusters Score -4554148 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 32623 members 
Entering Unmasked Estep 
Score: -4554146.000000 Penalty: 3189.798828
	Iteration 131Q: 3 clusters Score -4554146 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 32592 members 
Entering Unmasked Estep 
Score: -4554152.000000 Penalty: 3189.798828
	Iteration 132Q: 3 clusters Score -4554152 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 32566 members 
Entering Unmasked Estep 
Score: -4554160.500000 Penalty: 3189.798828
	Iteration 133Q: 3 clusters Score -4554160 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 32550 members 
Entering Unmasked Estep 
Score: -4554154.000000 Penalty: 3189.798828
	Iteration 134Q: 3 clusters Score -4554154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 32534 members 
Entering Unmasked Estep 
Score: -4554153.000000 Penalty: 3189.798828
	Iteration 135Q: 3 clusters Score -4554153 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -4554154.000000 Penalty: 3189.798828
	Iteration 136Q: 3 clusters Score -4554154 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 32497 members 
Entering Unmasked Estep 
Score: -4554154.000000 Penalty: 3189.798828
	Iteration 137Q: 3 clusters Score -4554154 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 32467 members 
Entering Unmasked Estep 
Score: -4554149.000000 Penalty: 3189.798828
	Iteration 138Q: 3 clusters Score -4554149 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 32437 members 
Entering Unmasked Estep 
Score: -4554159.000000 Penalty: 3189.798828
	Iteration 139Q: 3 clusters Score -4554159 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 32411 members 
Entering Unmasked Estep 
Score: -4554152.500000 Penalty: 3189.798828
	Iteration 140F: 3 clusters Score -4554152 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 32384 members 
Entering Unmasked Estep 
Score: -4554146.000000 Penalty: 3189.798828
	Iteration 141Q: 3 clusters Score -4554146 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 32359 members 
Entering Unmasked Estep 
Score: -4554149.000000 Penalty: 3189.798828
	Iteration 142Q: 3 clusters Score -4554149 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 32336 members 
Entering Unmasked Estep 
Score: -4554142.500000 Penalty: 3189.798828
	Iteration 143Q: 3 clusters Score -4554142 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 32316 members 
Entering Unmasked Estep 
Score: -4554155.500000 Penalty: 3189.798828
	Iteration 144Q: 3 clusters Score -4554156 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 32297 members 
Entering Unmasked Estep 
Score: -4554165.000000 Penalty: 3189.798828
	Iteration 145Q: 3 clusters Score -4554165 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 32278 members 
Entering Unmasked Estep 
Score: -4554169.000000 Penalty: 3189.798828
	Iteration 146Q: 3 clusters Score -4554169 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 32262 members 
Entering Unmasked Estep 
Score: -4554163.000000 Penalty: 3189.798828
	Iteration 147Q: 3 clusters Score -4554163 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 32251 members 
Entering Unmasked Estep 
Score: -4554158.500000 Penalty: 3189.798828
	Iteration 148Q: 3 clusters Score -4554158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 32242 members 
Entering Unmasked Estep 
Score: -4554163.500000 Penalty: 3189.798828
	Iteration 149Q: 3 clusters Score -4554164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 32240 members 
Entering Unmasked Estep 
Score: -4554160.500000 Penalty: 3189.798828
	Iteration 150Q: 3 clusters Score -4554160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 32240 members 
Entering Unmasked Estep 
Score: -4554160.500000 Penalty: 3189.798828
	Iteration 151F: 3 clusters Score -4554160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 65088 members 
Mstep: Class 2 contains 20426 members 
Mstep: Class 3 contains 13201 members 
Mstep: Class 4 contains 21540 members 
Mstep: Class 5 contains 4785 members 
Mstep: Class 6 contains 11832 members 
Mstep: Class 7 contains 38926 members 
Mstep: Class 8 contains 31903 members 
Mstep: Class 9 contains 11450 members 
Mstep: Class 10 contains 56392 members 
Mstep: Class 11 contains 123374 members 
Mstep: Class 12 contains 38171 members 
Mstep: Class 13 contains 10388 members 
Mstep: Class 14 contains 1004 members 
Mstep: Class 15 contains 12940 members 
Mstep: Class 16 contains 16239 members 
Mstep: Class 17 contains 19473 members 
Mstep: Class 18 contains 11762 members 
Mstep: Class 19 contains 108963 members 
Mstep: Class 20 contains 149503 members 
Mstep: Class 21 contains 8402 members 
Mstep: Class 22 contains 6666 members 
Mstep: Class 23 contains 2184 members 
Mstep: Class 24 contains 2377 members 
Mstep: Class 25 contains 12856 members 
Mstep: Class 26 contains 33598 members 
Mstep: Class 27 contains 6178 members 
Mstep: Class 28 contains 19064 members 
Mstep: Class 29 contains 8800 members 
Mstep: Class 30 contains 32240 members 
Entering Unmasked Estep 
Score: -87912072.000000 Penalty: 61201.164062
Splitting cluster 15 changes total score from -87842720.000000 to -87912072.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 16 (16239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16239 members 
Entering Unmasked Estep 
Score: -1681160.750000 Penalty: 1442.641479
	Iteration 0F: 2 clusters Score -1681161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1670519.750000 Penalty: 2885.282959
	Iteration 0F: 3 clusters Score -1670520 nChanged 7050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1674297.625000 Penalty: 2885.282959
	Iteration 1F: 3 clusters Score -1674298 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1674822.000000 Penalty: 2885.282959
	Iteration 2F: 3 clusters Score -1674822 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1675324.750000 Penalty: 2885.282959
	Iteration 3F: 3 clusters Score -1675325 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1675871.375000 Penalty: 2885.282959
	Iteration 4F: 3 clusters Score -1675871 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1676459.750000 Penalty: 2885.282959
	Iteration 5F: 3 clusters Score -1676460 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1677188.500000 Penalty: 2885.282959
	Iteration 6F: 3 clusters Score -1677188 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1678380.500000 Penalty: 2885.282959
	Iteration 7F: 3 clusters Score -1678380 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1681102.250000 Penalty: 2885.282959
	Iteration 8F: 3 clusters Score -1681102 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1687399.875000 Penalty: 2885.282959
	Iteration 9F: 3 clusters Score -1687400 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1692978.625000 Penalty: 2885.282959
	Iteration 10F: 3 clusters Score -1692979 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1693359.625000 Penalty: 2885.282959
	Iteration 11Q: 3 clusters Score -1693360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1693363.125000 Penalty: 2885.282959
	Iteration 12Q: 3 clusters Score -1693363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1693364.875000 Penalty: 2885.282959
	Iteration 13Q: 3 clusters Score -1693365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1693364.875000 Penalty: 2885.282959
	Iteration 14F: 3 clusters Score -1693365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 65088 members 
Mstep: Class 2 contains 20426 members 
Mstep: Class 3 contains 13201 members 
Mstep: Class 4 contains 21540 members 
Mstep: Class 5 contains 4785 members 
Mstep: Class 6 contains 11832 members 
Mstep: Class 7 contains 38926 members 
Mstep: Class 8 contains 31903 members 
Mstep: Class 9 contains 11450 members 
Mstep: Class 10 contains 56392 members 
Mstep: Class 11 contains 123374 members 
Mstep: Class 12 contains 38171 members 
Mstep: Class 13 contains 10388 members 
Mstep: Class 14 contains 1004 members 
Mstep: Class 15 contains 12940 members 
Mstep: Class 16 contains 6205 members 
Mstep: Class 17 contains 19473 members 
Mstep: Class 18 contains 11762 members 
Mstep: Class 19 contains 108963 members 
Mstep: Class 20 contains 149503 members 
Mstep: Class 21 contains 8402 members 
Mstep: Class 22 contains 6666 members 
Mstep: Class 23 contains 2184 members 
Mstep: Class 24 contains 2377 members 
Mstep: Class 25 contains 12856 members 
Mstep: Class 26 contains 33598 members 
Mstep: Class 27 contains 6178 members 
Mstep: Class 28 contains 19064 members 
Mstep: Class 29 contains 8800 members 
Mstep: Class 30 contains 32240 members 
Mstep: Class 31 contains 10034 members 
Entering Unmasked Estep 
Score: -87923072.000000 Penalty: 63241.207031
Splitting cluster 16 changes total score from -87842720.000000 to -87923072.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 17 (19473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Entering Unmasked Estep 
Score: -1890389.500000 Penalty: 1469.665527
	Iteration 0F: 2 clusters Score -1890390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1877892.250000 Penalty: 2939.331055
	Iteration 0F: 3 clusters Score -1877892 nChanged 8634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1884879.500000 Penalty: 2939.331055
	Iteration 1F: 3 clusters Score -1884880 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1888848.750000 Penalty: 2939.331055
	Iteration 2F: 3 clusters Score -1888849 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1891749.750000 Penalty: 2939.331055
	Iteration 3F: 3 clusters Score -1891750 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1893000.000000 Penalty: 2939.331055
	Iteration 4F: 3 clusters Score -1893000 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1893488.750000 Penalty: 2939.331055
	Iteration 5Q: 3 clusters Score -1893489 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1893680.125000 Penalty: 2939.331055
	Iteration 6Q: 3 clusters Score -1893680 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1893796.000000 Penalty: 2939.331055
	Iteration 7Q: 3 clusters Score -1893796 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1893863.375000 Penalty: 2939.331055
	Iteration 8Q: 3 clusters Score -1893863 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1893910.750000 Penalty: 2939.331055
	Iteration 9Q: 3 clusters Score -1893911 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1893959.125000 Penalty: 2939.331055
	Iteration 10Q: 3 clusters Score -1893959 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1894009.125000 Penalty: 2939.331055
	Iteration 11Q: 3 clusters Score -1894009 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1894050.750000 Penalty: 2939.331055
	Iteration 12Q: 3 clusters Score -1894051 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1894076.875000 Penalty: 2939.331055
	Iteration 13Q: 3 clusters Score -1894077 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1894098.125000 Penalty: 2939.331055
	Iteration 14Q: 3 clusters Score -1894098 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1894119.875000 Penalty: 2939.331055
	Iteration 15Q: 3 clusters Score -1894120 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1894138.875000 Penalty: 2939.331055
	Iteration 16Q: 3 clusters Score -1894139 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1894151.875000 Penalty: 2939.331055
	Iteration 17Q: 3 clusters Score -1894152 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1894171.750000 Penalty: 2939.331055
	Iteration 18Q: 3 clusters Score -1894172 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1894192.625000 Penalty: 2939.331055
	Iteration 19Q: 3 clusters Score -1894193 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1894218.125000 Penalty: 2939.331055
	Iteration 20F: 3 clusters Score -1894218 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1894222.125000 Penalty: 2939.331055
	Iteration 21Q: 3 clusters Score -1894222 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1894240.750000 Penalty: 2939.331055
	Iteration 22Q: 3 clusters Score -1894241 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1894246.750000 Penalty: 2939.331055
	Iteration 23Q: 3 clusters Score -1894247 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1894264.625000 Penalty: 2939.331055
	Iteration 24Q: 3 clusters Score -1894265 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1894279.500000 Penalty: 2939.331055
	Iteration 25Q: 3 clusters Score -1894280 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1894297.000000 Penalty: 2939.331055
	Iteration 26Q: 3 clusters Score -1894297 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1894316.375000 Penalty: 2939.331055
	Iteration 27Q: 3 clusters Score -1894316 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1894349.875000 Penalty: 2939.331055
	Iteration 28Q: 3 clusters Score -1894350 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1894373.000000 Penalty: 2939.331055
	Iteration 29Q: 3 clusters Score -1894373 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -1894387.875000 Penalty: 2939.331055
	Iteration 30Q: 3 clusters Score -1894388 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -1894423.000000 Penalty: 2939.331055
	Iteration 31Q: 3 clusters Score -1894423 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -1894445.625000 Penalty: 2939.331055
	Iteration 32Q: 3 clusters Score -1894446 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -1894465.875000 Penalty: 2939.331055
	Iteration 33Q: 3 clusters Score -1894466 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -1894500.750000 Penalty: 2939.331055
	Iteration 34Q: 3 clusters Score -1894501 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -1894526.000000 Penalty: 2939.331055
	Iteration 35Q: 3 clusters Score -1894526 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -1894550.500000 Penalty: 2939.331055
	Iteration 36Q: 3 clusters Score -1894550 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -1894574.625000 Penalty: 2939.331055
	Iteration 37Q: 3 clusters Score -1894575 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -1894611.625000 Penalty: 2939.331055
	Iteration 38Q: 3 clusters Score -1894612 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -1894638.750000 Penalty: 2939.331055
	Iteration 39Q: 3 clusters Score -1894639 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -1894681.000000 Penalty: 2939.331055
	Iteration 40F: 3 clusters Score -1894681 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -1894727.500000 Penalty: 2939.331055
	Iteration 41Q: 3 clusters Score -1894728 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -1894777.500000 Penalty: 2939.331055
	Iteration 42Q: 3 clusters Score -1894778 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -1894848.375000 Penalty: 2939.331055
	Iteration 43Q: 3 clusters Score -1894848 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -1894903.250000 Penalty: 2939.331055
	Iteration 44Q: 3 clusters Score -1894903 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -1894957.375000 Penalty: 2939.331055
	Iteration 45Q: 3 clusters Score -1894957 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -1895014.625000 Penalty: 2939.331055
	Iteration 46Q: 3 clusters Score -1895015 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -1895089.500000 Penalty: 2939.331055
	Iteration 47Q: 3 clusters Score -1895090 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -1895137.375000 Penalty: 2939.331055
	Iteration 48Q: 3 clusters Score -1895137 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -1895193.750000 Penalty: 2939.331055
	Iteration 49Q: 3 clusters Score -1895194 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -1895233.250000 Penalty: 2939.331055
	Iteration 50Q: 3 clusters Score -1895233 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -1895267.500000 Penalty: 2939.331055
	Iteration 51Q: 3 clusters Score -1895268 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -1895300.625000 Penalty: 2939.331055
	Iteration 52Q: 3 clusters Score -1895301 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -1895324.625000 Penalty: 2939.331055
	Iteration 53Q: 3 clusters Score -1895325 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -1895347.875000 Penalty: 2939.331055
	Iteration 54Q: 3 clusters Score -1895348 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -1895355.125000 Penalty: 2939.331055
	Iteration 55Q: 3 clusters Score -1895355 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -1895366.000000 Penalty: 2939.331055
	Iteration 56Q: 3 clusters Score -1895366 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -1895381.000000 Penalty: 2939.331055
	Iteration 57Q: 3 clusters Score -1895381 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -1895394.375000 Penalty: 2939.331055
	Iteration 58Q: 3 clusters Score -1895394 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -1895403.375000 Penalty: 2939.331055
	Iteration 59Q: 3 clusters Score -1895403 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -1895408.625000 Penalty: 2939.331055
	Iteration 60F: 3 clusters Score -1895409 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -1895420.875000 Penalty: 2939.331055
	Iteration 61Q: 3 clusters Score -1895421 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -1895429.625000 Penalty: 2939.331055
	Iteration 62Q: 3 clusters Score -1895430 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -1895437.750000 Penalty: 2939.331055
	Iteration 63Q: 3 clusters Score -1895438 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -1895449.500000 Penalty: 2939.331055
	Iteration 64Q: 3 clusters Score -1895450 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -1895462.875000 Penalty: 2939.331055
	Iteration 65Q: 3 clusters Score -1895463 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -1895463.250000 Penalty: 2939.331055
	Iteration 66Q: 3 clusters Score -1895463 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -1895467.000000 Penalty: 2939.331055
	Iteration 67Q: 3 clusters Score -1895467 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -1895473.375000 Penalty: 2939.331055
	Iteration 68Q: 3 clusters Score -1895473 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -1895473.125000 Penalty: 2939.331055
	Iteration 69Q: 3 clusters Score -1895473 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -1895481.625000 Penalty: 2939.331055
	Iteration 70Q: 3 clusters Score -1895482 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -1895489.500000 Penalty: 2939.331055
	Iteration 71Q: 3 clusters Score -1895490 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -1895491.125000 Penalty: 2939.331055
	Iteration 72Q: 3 clusters Score -1895491 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -1895493.625000 Penalty: 2939.331055
	Iteration 73Q: 3 clusters Score -1895494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -1895497.000000 Penalty: 2939.331055
	Iteration 74Q: 3 clusters Score -1895497 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -1895493.625000 Penalty: 2939.331055
	Iteration 75Q: 3 clusters Score -1895494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -1895499.500000 Penalty: 2939.331055
	Iteration 76Q: 3 clusters Score -1895500 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -1895503.375000 Penalty: 2939.331055
	Iteration 77Q: 3 clusters Score -1895503 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -1895503.500000 Penalty: 2939.331055
	Iteration 78Q: 3 clusters Score -1895504 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -1895506.500000 Penalty: 2939.331055
	Iteration 79Q: 3 clusters Score -1895506 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -1895511.500000 Penalty: 2939.331055
	Iteration 80F: 3 clusters Score -1895512 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -1895519.625000 Penalty: 2939.331055
	Iteration 81Q: 3 clusters Score -1895520 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -1895523.375000 Penalty: 2939.331055
	Iteration 82Q: 3 clusters Score -1895523 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -1895530.000000 Penalty: 2939.331055
	Iteration 83Q: 3 clusters Score -1895530 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -1895536.875000 Penalty: 2939.331055
	Iteration 84Q: 3 clusters Score -1895537 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -1895534.000000 Penalty: 2939.331055
	Iteration 85Q: 3 clusters Score -1895534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -1895537.500000 Penalty: 2939.331055
	Iteration 86Q: 3 clusters Score -1895538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -1895538.500000 Penalty: 2939.331055
	Iteration 87Q: 3 clusters Score -1895538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -1895543.625000 Penalty: 2939.331055
	Iteration 88Q: 3 clusters Score -1895544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -1895544.500000 Penalty: 2939.331055
	Iteration 89Q: 3 clusters Score -1895544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -1895545.375000 Penalty: 2939.331055
	Iteration 90Q: 3 clusters Score -1895545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -1895543.000000 Penalty: 2939.331055
	Iteration 91Q: 3 clusters Score -1895543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -1895541.250000 Penalty: 2939.331055
	Iteration 92Q: 3 clusters Score -1895541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -1895544.500000 Penalty: 2939.331055
	Iteration 93Q: 3 clusters Score -1895544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -1895547.375000 Penalty: 2939.331055
	Iteration 94Q: 3 clusters Score -1895547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -1895547.000000 Penalty: 2939.331055
	Iteration 95Q: 3 clusters Score -1895547 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -1895549.375000 Penalty: 2939.331055
	Iteration 96Q: 3 clusters Score -1895549 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -1895558.375000 Penalty: 2939.331055
	Iteration 97Q: 3 clusters Score -1895558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -1895555.875000 Penalty: 2939.331055
	Iteration 98Q: 3 clusters Score -1895556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -1895553.625000 Penalty: 2939.331055
	Iteration 99Q: 3 clusters Score -1895554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -1895560.875000 Penalty: 2939.331055
	Iteration 100F: 3 clusters Score -1895561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -1895561.875000 Penalty: 2939.331055
	Iteration 101Q: 3 clusters Score -1895562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -1895564.875000 Penalty: 2939.331055
	Iteration 102Q: 3 clusters Score -1895565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -1895565.375000 Penalty: 2939.331055
	Iteration 103Q: 3 clusters Score -1895565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -1895567.875000 Penalty: 2939.331055
	Iteration 104Q: 3 clusters Score -1895568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -1895565.875000 Penalty: 2939.331055
	Iteration 105Q: 3 clusters Score -1895566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -1895565.750000 Penalty: 2939.331055
	Iteration 106Q: 3 clusters Score -1895566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -1895567.500000 Penalty: 2939.331055
	Iteration 107Q: 3 clusters Score -1895568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -1895567.125000 Penalty: 2939.331055
	Iteration 108Q: 3 clusters Score -1895567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -1895567.625000 Penalty: 2939.331055
	Iteration 109Q: 3 clusters Score -1895568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -1895568.125000 Penalty: 2939.331055
	Iteration 110Q: 3 clusters Score -1895568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -1895570.875000 Penalty: 2939.331055
	Iteration 111Q: 3 clusters Score -1895571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -1895570.875000 Penalty: 2939.331055
	Iteration 112Q: 3 clusters Score -1895571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -1895568.500000 Penalty: 2939.331055
	Iteration 113Q: 3 clusters Score -1895568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -1895568.875000 Penalty: 2939.331055
	Iteration 114Q: 3 clusters Score -1895569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -1895570.000000 Penalty: 2939.331055
	Iteration 115Q: 3 clusters Score -1895570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -1895568.000000 Penalty: 2939.331055
	Iteration 116Q: 3 clusters Score -1895568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -1895572.000000 Penalty: 2939.331055
	Iteration 117Q: 3 clusters Score -1895572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -1895574.750000 Penalty: 2939.331055
	Iteration 118Q: 3 clusters Score -1895575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -1895576.750000 Penalty: 2939.331055
	Iteration 119Q: 3 clusters Score -1895577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -1895577.375000 Penalty: 2939.331055
	Iteration 120F: 3 clusters Score -1895577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -1895575.750000 Penalty: 2939.331055
	Iteration 121Q: 3 clusters Score -1895576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -1895576.125000 Penalty: 2939.331055
	Iteration 122Q: 3 clusters Score -1895576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -1895577.500000 Penalty: 2939.331055
	Iteration 123Q: 3 clusters Score -1895578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -1895578.625000 Penalty: 2939.331055
	Iteration 124Q: 3 clusters Score -1895579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -1895581.125000 Penalty: 2939.331055
	Iteration 125Q: 3 clusters Score -1895581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -1895581.125000 Penalty: 2939.331055
	Iteration 126F: 3 clusters Score -1895581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 65088 members 
Mstep: Class 2 contains 20426 members 
Mstep: Class 3 contains 13201 members 
Mstep: Class 4 contains 21540 members 
Mstep: Class 5 contains 4785 members 
Mstep: Class 6 contains 11832 members 
Mstep: Class 7 contains 38926 members 
Mstep: Class 8 contains 31903 members 
Mstep: Class 9 contains 11450 members 
Mstep: Class 10 contains 56392 members 
Mstep: Class 11 contains 123374 members 
Mstep: Class 12 contains 38171 members 
Mstep: Class 13 contains 10388 members 
Mstep: Class 14 contains 1004 members 
Mstep: Class 15 contains 12940 members 
Mstep: Class 16 contains 6205 members 
Mstep: Class 17 contains 3792 members 
Mstep: Class 18 contains 11762 members 
Mstep: Class 19 contains 108963 members 
Mstep: Class 20 contains 149503 members 
Mstep: Class 21 contains 8402 members 
Mstep: Class 22 contains 6666 members 
Mstep: Class 23 contains 2184 members 
Mstep: Class 24 contains 2377 members 
Mstep: Class 25 contains 12856 members 
Mstep: Class 26 contains 33598 members 
Mstep: Class 27 contains 6178 members 
Mstep: Class 28 contains 19064 members 
Mstep: Class 29 contains 8800 members 
Mstep: Class 30 contains 32240 members 
Mstep: Class 31 contains 10034 members 
Mstep: Class 32 contains 15681 members 
Entering Unmasked Estep 
Score: -87927696.000000 Penalty: 65281.242188
Splitting cluster 17 changes total score from -87842720.000000 to -87927696.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 18 (11762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Entering Unmasked Estep 
Score: -1081673.375000 Penalty: 1394.647217
	Iteration 0F: 2 clusters Score -1081673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1073920.375000 Penalty: 2789.294434
	Iteration 0F: 3 clusters Score -1073920 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1077359.750000 Penalty: 2789.294434
	Iteration 1F: 3 clusters Score -1077360 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1079872.125000 Penalty: 2789.294434
	Iteration 2F: 3 clusters Score -1079872 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1083382.375000 Penalty: 2789.294434
	Iteration 3F: 3 clusters Score -1083382 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1085574.125000 Penalty: 2789.294434
	Iteration 4F: 3 clusters Score -1085574 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1086266.125000 Penalty: 2789.294434
	Iteration 5F: 3 clusters Score -1086266 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1086446.250000 Penalty: 2789.294434
	Iteration 6Q: 3 clusters Score -1086446 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1086505.000000 Penalty: 2789.294434
	Iteration 7Q: 3 clusters Score -1086505 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1086535.500000 Penalty: 2789.294434
	Iteration 8Q: 3 clusters Score -1086536 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1086556.500000 Penalty: 2789.294434
	Iteration 9Q: 3 clusters Score -1086556 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1086570.750000 Penalty: 2789.294434
	Iteration 10Q: 3 clusters Score -1086571 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1086579.125000 Penalty: 2789.294434
	Iteration 11Q: 3 clusters Score -1086579 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1086583.250000 Penalty: 2789.294434
	Iteration 12Q: 3 clusters Score -1086583 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1086584.500000 Penalty: 2789.294434
	Iteration 13Q: 3 clusters Score -1086584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1086588.500000 Penalty: 2789.294434
	Iteration 14Q: 3 clusters Score -1086588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1086589.500000 Penalty: 2789.294434
	Iteration 15Q: 3 clusters Score -1086590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1086590.375000 Penalty: 2789.294434
	Iteration 16Q: 3 clusters Score -1086590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1086591.000000 Penalty: 2789.294434
	Iteration 17Q: 3 clusters Score -1086591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1086591.000000 Penalty: 2789.294434
	Iteration 18F: 3 clusters Score -1086591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 65088 members 
Mstep: Class 2 contains 20426 members 
Mstep: Class 3 contains 13201 members 
Mstep: Class 4 contains 21540 members 
Mstep: Class 5 contains 4785 members 
Mstep: Class 6 contains 11832 members 
Mstep: Class 7 contains 38926 members 
Mstep: Class 8 contains 31903 members 
Mstep: Class 9 contains 11450 members 
Mstep: Class 10 contains 56392 members 
Mstep: Class 11 contains 123374 members 
Mstep: Class 12 contains 38171 members 
Mstep: Class 13 contains 10388 members 
Mstep: Class 14 contains 1004 members 
Mstep: Class 15 contains 12940 members 
Mstep: Class 16 contains 6205 members 
Mstep: Class 17 contains 3792 members 
Mstep: Class 18 contains 2337 members 
Mstep: Class 19 contains 108963 members 
Mstep: Class 20 contains 149503 members 
Mstep: Class 21 contains 8402 members 
Mstep: Class 22 contains 6666 members 
Mstep: Class 23 contains 2184 members 
Mstep: Class 24 contains 2377 members 
Mstep: Class 25 contains 12856 members 
Mstep: Class 26 contains 33598 members 
Mstep: Class 27 contains 6178 members 
Mstep: Class 28 contains 19064 members 
Mstep: Class 29 contains 8800 members 
Mstep: Class 30 contains 32240 members 
Mstep: Class 31 contains 10034 members 
Mstep: Class 32 contains 15681 members 
Mstep: Class 33 contains 9425 members 
Entering Unmasked Estep 
Score: -87932136.000000 Penalty: 67321.281250
Splitting cluster 18 changes total score from -87842720.000000 to -87932136.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 19 (108963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108963 members 
Entering Unmasked Estep 
Score: -11040281.000000 Penalty: 1725.895996
	Iteration 0F: 2 clusters Score -1.104028e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54495 members 
Mstep: Class 2 contains 54468 members 
Entering Unmasked Estep 
Score: -10968501.000000 Penalty: 3451.791992
	Iteration 0F: 3 clusters Score -1.09685e+07 nChanged 51615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55108 members 
Mstep: Class 2 contains 53855 members 
Entering Unmasked Estep 
Score: -10999131.000000 Penalty: 3451.791992
	Iteration 1F: 3 clusters Score -1.099913e+07 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56073 members 
Mstep: Class 2 contains 52890 members 
Entering Unmasked Estep 
Score: -11001828.000000 Penalty: 3451.791992
	Iteration 2Q: 3 clusters Score -1.100183e+07 nChanged 6870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57821 members 
Mstep: Class 2 contains 51142 members 
Entering Unmasked Estep 
Score: -11007023.000000 Penalty: 3451.791992
	Iteration 3F: 3 clusters Score -1.100702e+07 nChanged 9085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60108 members 
Mstep: Class 2 contains 48855 members 
Entering Unmasked Estep 
Score: -11016070.000000 Penalty: 3451.791992
	Iteration 4F: 3 clusters Score -1.101607e+07 nChanged 10279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61885 members 
Mstep: Class 2 contains 47078 members 
Entering Unmasked Estep 
Score: -11026875.000000 Penalty: 3451.791992
	Iteration 5F: 3 clusters Score -1.102688e+07 nChanged 9216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62365 members 
Mstep: Class 2 contains 46598 members 
Entering Unmasked Estep 
Score: -11035487.000000 Penalty: 3451.791992
	Iteration 6F: 3 clusters Score -1.103549e+07 nChanged 6873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61762 members 
Mstep: Class 2 contains 47201 members 
Entering Unmasked Estep 
Score: -11040285.000000 Penalty: 3451.791992
	Iteration 7F: 3 clusters Score -1.104028e+07 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60697 members 
Mstep: Class 2 contains 48266 members 
Entering Unmasked Estep 
Score: -11042327.000000 Penalty: 3451.791992
	Iteration 8Q: 3 clusters Score -1.104233e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59678 members 
Mstep: Class 2 contains 49285 members 
Entering Unmasked Estep 
Score: -11043325.000000 Penalty: 3451.791992
	Iteration 9Q: 3 clusters Score -1.104332e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58678 members 
Mstep: Class 2 contains 50285 members 
Entering Unmasked Estep 
Score: -11043881.000000 Penalty: 3451.791992
	Iteration 10Q: 3 clusters Score -1.104388e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57682 members 
Mstep: Class 2 contains 51281 members 
Entering Unmasked Estep 
Score: -11044173.000000 Penalty: 3451.791992
	Iteration 11Q: 3 clusters Score -1.104417e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56667 members 
Mstep: Class 2 contains 52296 members 
Entering Unmasked Estep 
Score: -11044590.000000 Penalty: 3451.791992
	Iteration 12Q: 3 clusters Score -1.104459e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55641 members 
Mstep: Class 2 contains 53322 members 
Entering Unmasked Estep 
Score: -11044828.000000 Penalty: 3451.791992
	Iteration 13Q: 3 clusters Score -1.104483e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54602 members 
Mstep: Class 2 contains 54361 members 
Entering Unmasked Estep 
Score: -11045071.000000 Penalty: 3451.791992
	Iteration 14Q: 3 clusters Score -1.104507e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53617 members 
Mstep: Class 2 contains 55346 members 
Entering Unmasked Estep 
Score: -11045309.000000 Penalty: 3451.791992
	Iteration 15Q: 3 clusters Score -1.104531e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52719 members 
Mstep: Class 2 contains 56244 members 
Entering Unmasked Estep 
Score: -11045428.000000 Penalty: 3451.791992
	Iteration 16Q: 3 clusters Score -1.104543e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51806 members 
Mstep: Class 2 contains 57157 members 
Entering Unmasked Estep 
Score: -11045669.000000 Penalty: 3451.791992
	Iteration 17Q: 3 clusters Score -1.104567e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50921 members 
Mstep: Class 2 contains 58042 members 
Entering Unmasked Estep 
Score: -11045899.000000 Penalty: 3451.791992
	Iteration 18Q: 3 clusters Score -1.10459e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49998 members 
Mstep: Class 2 contains 58965 members 
Entering Unmasked Estep 
Score: -11046012.000000 Penalty: 3451.791992
	Iteration 19Q: 3 clusters Score -1.104601e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49057 members 
Mstep: Class 2 contains 59906 members 
Entering Unmasked Estep 
Score: -11046195.000000 Penalty: 3451.791992
	Iteration 20F: 3 clusters Score -1.10462e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48138 members 
Mstep: Class 2 contains 60825 members 
Entering Unmasked Estep 
Score: -11046322.000000 Penalty: 3451.791992
	Iteration 21Q: 3 clusters Score -1.104632e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47227 members 
Mstep: Class 2 contains 61736 members 
Entering Unmasked Estep 
Score: -11046487.000000 Penalty: 3451.791992
	Iteration 22Q: 3 clusters Score -1.104649e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46336 members 
Mstep: Class 2 contains 62627 members 
Entering Unmasked Estep 
Score: -11046685.000000 Penalty: 3451.791992
	Iteration 23Q: 3 clusters Score -1.104668e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45504 members 
Mstep: Class 2 contains 63459 members 
Entering Unmasked Estep 
Score: -11046835.000000 Penalty: 3451.791992
	Iteration 24Q: 3 clusters Score -1.104684e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44692 members 
Mstep: Class 2 contains 64271 members 
Entering Unmasked Estep 
Score: -11046959.000000 Penalty: 3451.791992
	Iteration 25Q: 3 clusters Score -1.104696e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43901 members 
Mstep: Class 2 contains 65062 members 
Entering Unmasked Estep 
Score: -11046988.000000 Penalty: 3451.791992
	Iteration 26Q: 3 clusters Score -1.104699e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43135 members 
Mstep: Class 2 contains 65828 members 
Entering Unmasked Estep 
Score: -11047066.000000 Penalty: 3451.791992
	Iteration 27Q: 3 clusters Score -1.104707e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42358 members 
Mstep: Class 2 contains 66605 members 
Entering Unmasked Estep 
Score: -11047185.000000 Penalty: 3451.791992
	Iteration 28Q: 3 clusters Score -1.104718e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41589 members 
Mstep: Class 2 contains 67374 members 
Entering Unmasked Estep 
Score: -11047275.000000 Penalty: 3451.791992
	Iteration 29Q: 3 clusters Score -1.104728e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40833 members 
Mstep: Class 2 contains 68130 members 
Entering Unmasked Estep 
Score: -11047421.000000 Penalty: 3451.791992
	Iteration 30Q: 3 clusters Score -1.104742e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40110 members 
Mstep: Class 2 contains 68853 members 
Entering Unmasked Estep 
Score: -11047552.000000 Penalty: 3451.791992
	Iteration 31Q: 3 clusters Score -1.104755e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39449 members 
Mstep: Class 2 contains 69514 members 
Entering Unmasked Estep 
Score: -11047654.000000 Penalty: 3451.791992
	Iteration 32Q: 3 clusters Score -1.104765e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38791 members 
Mstep: Class 2 contains 70172 members 
Entering Unmasked Estep 
Score: -11047775.000000 Penalty: 3451.791992
	Iteration 33Q: 3 clusters Score -1.104778e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38226 members 
Mstep: Class 2 contains 70737 members 
Entering Unmasked Estep 
Score: -11047811.000000 Penalty: 3451.791992
	Iteration 34Q: 3 clusters Score -1.104781e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37714 members 
Mstep: Class 2 contains 71249 members 
Entering Unmasked Estep 
Score: -11047852.000000 Penalty: 3451.791992
	Iteration 35Q: 3 clusters Score -1.104785e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37227 members 
Mstep: Class 2 contains 71736 members 
Entering Unmasked Estep 
Score: -11047907.000000 Penalty: 3451.791992
	Iteration 36Q: 3 clusters Score -1.104791e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36822 members 
Mstep: Class 2 contains 72141 members 
Entering Unmasked Estep 
Score: -11047929.000000 Penalty: 3451.791992
	Iteration 37Q: 3 clusters Score -1.104793e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36435 members 
Mstep: Class 2 contains 72528 members 
Entering Unmasked Estep 
Score: -11047970.000000 Penalty: 3451.791992
	Iteration 38Q: 3 clusters Score -1.104797e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36040 members 
Mstep: Class 2 contains 72923 members 
Entering Unmasked Estep 
Score: -11048032.000000 Penalty: 3451.791992
	Iteration 39Q: 3 clusters Score -1.104803e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35673 members 
Mstep: Class 2 contains 73290 members 
Entering Unmasked Estep 
Score: -11048080.000000 Penalty: 3451.791992
	Iteration 40F: 3 clusters Score -1.104808e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35360 members 
Mstep: Class 2 contains 73603 members 
Entering Unmasked Estep 
Score: -11048108.000000 Penalty: 3451.791992
	Iteration 41Q: 3 clusters Score -1.104811e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35051 members 
Mstep: Class 2 contains 73912 members 
Entering Unmasked Estep 
Score: -11048123.000000 Penalty: 3451.791992
	Iteration 42Q: 3 clusters Score -1.104812e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34769 members 
Mstep: Class 2 contains 74194 members 
Entering Unmasked Estep 
Score: -11048128.000000 Penalty: 3451.791992
	Iteration 43Q: 3 clusters Score -1.104813e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34522 members 
Mstep: Class 2 contains 74441 members 
Entering Unmasked Estep 
Score: -11048157.000000 Penalty: 3451.791992
	Iteration 44Q: 3 clusters Score -1.104816e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34299 members 
Mstep: Class 2 contains 74664 members 
Entering Unmasked Estep 
Score: -11048153.000000 Penalty: 3451.791992
	Iteration 45Q: 3 clusters Score -1.104815e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34075 members 
Mstep: Class 2 contains 74888 members 
Entering Unmasked Estep 
Score: -11048158.000000 Penalty: 3451.791992
	Iteration 46Q: 3 clusters Score -1.104816e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33860 members 
Mstep: Class 2 contains 75103 members 
Entering Unmasked Estep 
Score: -11048167.000000 Penalty: 3451.791992
	Iteration 47Q: 3 clusters Score -1.104817e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33639 members 
Mstep: Class 2 contains 75324 members 
Entering Unmasked Estep 
Score: -11048215.000000 Penalty: 3451.791992
	Iteration 48Q: 3 clusters Score -1.104822e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33435 members 
Mstep: Class 2 contains 75528 members 
Entering Unmasked Estep 
Score: -11048190.000000 Penalty: 3451.791992
	Iteration 49Q: 3 clusters Score -1.104819e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33236 members 
Mstep: Class 2 contains 75727 members 
Entering Unmasked Estep 
Score: -11048231.000000 Penalty: 3451.791992
	Iteration 50Q: 3 clusters Score -1.104823e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33038 members 
Mstep: Class 2 contains 75925 members 
Entering Unmasked Estep 
Score: -11048263.000000 Penalty: 3451.791992
	Iteration 51Q: 3 clusters Score -1.104826e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32845 members 
Mstep: Class 2 contains 76118 members 
Entering Unmasked Estep 
Score: -11048281.000000 Penalty: 3451.791992
	Iteration 52Q: 3 clusters Score -1.104828e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32666 members 
Mstep: Class 2 contains 76297 members 
Entering Unmasked Estep 
Score: -11048300.000000 Penalty: 3451.791992
	Iteration 53Q: 3 clusters Score -1.10483e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32489 members 
Mstep: Class 2 contains 76474 members 
Entering Unmasked Estep 
Score: -11048281.000000 Penalty: 3451.791992
	Iteration 54Q: 3 clusters Score -1.104828e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32324 members 
Mstep: Class 2 contains 76639 members 
Entering Unmasked Estep 
Score: -11048313.000000 Penalty: 3451.791992
	Iteration 55Q: 3 clusters Score -1.104831e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32180 members 
Mstep: Class 2 contains 76783 members 
Entering Unmasked Estep 
Score: -11048280.000000 Penalty: 3451.791992
	Iteration 56Q: 3 clusters Score -1.104828e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32040 members 
Mstep: Class 2 contains 76923 members 
Entering Unmasked Estep 
Score: -11048287.000000 Penalty: 3451.791992
	Iteration 57Q: 3 clusters Score -1.104829e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31891 members 
Mstep: Class 2 contains 77072 members 
Entering Unmasked Estep 
Score: -11048291.000000 Penalty: 3451.791992
	Iteration 58Q: 3 clusters Score -1.104829e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31758 members 
Mstep: Class 2 contains 77205 members 
Entering Unmasked Estep 
Score: -11048272.000000 Penalty: 3451.791992
	Iteration 59Q: 3 clusters Score -1.104827e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31632 members 
Mstep: Class 2 contains 77331 members 
Entering Unmasked Estep 
Score: -11048282.000000 Penalty: 3451.791992
	Iteration 60F: 3 clusters Score -1.104828e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31521 members 
Mstep: Class 2 contains 77442 members 
Entering Unmasked Estep 
Score: -11048292.000000 Penalty: 3451.791992
	Iteration 61Q: 3 clusters Score -1.104829e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31434 members 
Mstep: Class 2 contains 77529 members 
Entering Unmasked Estep 
Score: -11048297.000000 Penalty: 3451.791992
	Iteration 62Q: 3 clusters Score -1.10483e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31351 members 
Mstep: Class 2 contains 77612 members 
Entering Unmasked Estep 
Score: -11048284.000000 Penalty: 3451.791992
	Iteration 63Q: 3 clusters Score -1.104828e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31267 members 
Mstep: Class 2 contains 77696 members 
Entering Unmasked Estep 
Score: -11048281.000000 Penalty: 3451.791992
	Iteration 64Q: 3 clusters Score -1.104828e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31179 members 
Mstep: Class 2 contains 77784 members 
Entering Unmasked Estep 
Score: -11048281.000000 Penalty: 3451.791992
	Iteration 65Q: 3 clusters Score -1.104828e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31086 members 
Mstep: Class 2 contains 77877 members 
Entering Unmasked Estep 
Score: -11048260.000000 Penalty: 3451.791992
	Iteration 66Q: 3 clusters Score -1.104826e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30994 members 
Mstep: Class 2 contains 77969 members 
Entering Unmasked Estep 
Score: -11048272.000000 Penalty: 3451.791992
	Iteration 67Q: 3 clusters Score -1.104827e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30908 members 
Mstep: Class 2 contains 78055 members 
Entering Unmasked Estep 
Score: -11048272.000000 Penalty: 3451.791992
	Iteration 68Q: 3 clusters Score -1.104827e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30818 members 
Mstep: Class 2 contains 78145 members 
Entering Unmasked Estep 
Score: -11048251.000000 Penalty: 3451.791992
	Iteration 69Q: 3 clusters Score -1.104825e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30728 members 
Mstep: Class 2 contains 78235 members 
Entering Unmasked Estep 
Score: -11048252.000000 Penalty: 3451.791992
	Iteration 70Q: 3 clusters Score -1.104825e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30646 members 
Mstep: Class 2 contains 78317 members 
Entering Unmasked Estep 
Score: -11048273.000000 Penalty: 3451.791992
	Iteration 71Q: 3 clusters Score -1.104827e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30562 members 
Mstep: Class 2 contains 78401 members 
Entering Unmasked Estep 
Score: -11048263.000000 Penalty: 3451.791992
	Iteration 72Q: 3 clusters Score -1.104826e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30484 members 
Mstep: Class 2 contains 78479 members 
Entering Unmasked Estep 
Score: -11048268.000000 Penalty: 3451.791992
	Iteration 73Q: 3 clusters Score -1.104827e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30414 members 
Mstep: Class 2 contains 78549 members 
Entering Unmasked Estep 
Score: -11048291.000000 Penalty: 3451.791992
	Iteration 74Q: 3 clusters Score -1.104829e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30342 members 
Mstep: Class 2 contains 78621 members 
Entering Unmasked Estep 
Score: -11048317.000000 Penalty: 3451.791992
	Iteration 75Q: 3 clusters Score -1.104832e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30287 members 
Mstep: Class 2 contains 78676 members 
Entering Unmasked Estep 
Score: -11048332.000000 Penalty: 3451.791992
	Iteration 76Q: 3 clusters Score -1.104833e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 78724 members 
Entering Unmasked Estep 
Score: -11048346.000000 Penalty: 3451.791992
	Iteration 77Q: 3 clusters Score -1.104835e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30183 members 
Mstep: Class 2 contains 78780 members 
Entering Unmasked Estep 
Score: -11048322.000000 Penalty: 3451.791992
	Iteration 78Q: 3 clusters Score -1.104832e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30136 members 
Mstep: Class 2 contains 78827 members 
Entering Unmasked Estep 
Score: -11048327.000000 Penalty: 3451.791992
	Iteration 79Q: 3 clusters Score -1.104833e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30093 members 
Mstep: Class 2 contains 78870 members 
Entering Unmasked Estep 
Score: -11048333.000000 Penalty: 3451.791992
	Iteration 80F: 3 clusters Score -1.104833e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30060 members 
Mstep: Class 2 contains 78903 members 
Entering Unmasked Estep 
Score: -11048346.000000 Penalty: 3451.791992
	Iteration 81Q: 3 clusters Score -1.104835e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30040 members 
Mstep: Class 2 contains 78923 members 
Entering Unmasked Estep 
Score: -11048357.000000 Penalty: 3451.791992
	Iteration 82Q: 3 clusters Score -1.104836e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30020 members 
Mstep: Class 2 contains 78943 members 
Entering Unmasked Estep 
Score: -11048341.000000 Penalty: 3451.791992
	Iteration 83Q: 3 clusters Score -1.104834e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30005 members 
Mstep: Class 2 contains 78958 members 
Entering Unmasked Estep 
Score: -11048342.000000 Penalty: 3451.791992
	Iteration 84Q: 3 clusters Score -1.104834e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29988 members 
Mstep: Class 2 contains 78975 members 
Entering Unmasked Estep 
Score: -11048346.000000 Penalty: 3451.791992
	Iteration 85Q: 3 clusters Score -1.104835e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29971 members 
Mstep: Class 2 contains 78992 members 
Entering Unmasked Estep 
Score: -11048355.000000 Penalty: 3451.791992
	Iteration 86Q: 3 clusters Score -1.104836e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29958 members 
Mstep: Class 2 contains 79005 members 
Entering Unmasked Estep 
Score: -11048352.000000 Penalty: 3451.791992
	Iteration 87Q: 3 clusters Score -1.104835e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29943 members 
Mstep: Class 2 contains 79020 members 
Entering Unmasked Estep 
Score: -11048341.000000 Penalty: 3451.791992
	Iteration 88Q: 3 clusters Score -1.104834e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29928 members 
Mstep: Class 2 contains 79035 members 
Entering Unmasked Estep 
Score: -11048331.000000 Penalty: 3451.791992
	Iteration 89Q: 3 clusters Score -1.104833e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29915 members 
Mstep: Class 2 contains 79048 members 
Entering Unmasked Estep 
Score: -11048334.000000 Penalty: 3451.791992
	Iteration 90Q: 3 clusters Score -1.104833e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29905 members 
Mstep: Class 2 contains 79058 members 
Entering Unmasked Estep 
Score: -11048325.000000 Penalty: 3451.791992
	Iteration 91Q: 3 clusters Score -1.104832e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29884 members 
Mstep: Class 2 contains 79079 members 
Entering Unmasked Estep 
Score: -11048322.000000 Penalty: 3451.791992
	Iteration 92Q: 3 clusters Score -1.104832e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29865 members 
Mstep: Class 2 contains 79098 members 
Entering Unmasked Estep 
Score: -11048331.000000 Penalty: 3451.791992
	Iteration 93Q: 3 clusters Score -1.104833e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29846 members 
Mstep: Class 2 contains 79117 members 
Entering Unmasked Estep 
Score: -11048316.000000 Penalty: 3451.791992
	Iteration 94Q: 3 clusters Score -1.104832e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29824 members 
Mstep: Class 2 contains 79139 members 
Entering Unmasked Estep 
Score: -11048320.000000 Penalty: 3451.791992
	Iteration 95Q: 3 clusters Score -1.104832e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29809 members 
Mstep: Class 2 contains 79154 members 
Entering Unmasked Estep 
Score: -11048313.000000 Penalty: 3451.791992
	Iteration 96Q: 3 clusters Score -1.104831e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29797 members 
Mstep: Class 2 contains 79166 members 
Entering Unmasked Estep 
Score: -11048306.000000 Penalty: 3451.791992
	Iteration 97Q: 3 clusters Score -1.104831e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29786 members 
Mstep: Class 2 contains 79177 members 
Entering Unmasked Estep 
Score: -11048310.000000 Penalty: 3451.791992
	Iteration 98Q: 3 clusters Score -1.104831e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29771 members 
Mstep: Class 2 contains 79192 members 
Entering Unmasked Estep 
Score: -11048325.000000 Penalty: 3451.791992
	Iteration 99Q: 3 clusters Score -1.104832e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29752 members 
Mstep: Class 2 contains 79211 members 
Entering Unmasked Estep 
Score: -11048335.000000 Penalty: 3451.791992
	Iteration 100F: 3 clusters Score -1.104834e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29739 members 
Mstep: Class 2 contains 79224 members 
Entering Unmasked Estep 
Score: -11048322.000000 Penalty: 3451.791992
	Iteration 101Q: 3 clusters Score -1.104832e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29734 members 
Mstep: Class 2 contains 79229 members 
Entering Unmasked Estep 
Score: -11048321.000000 Penalty: 3451.791992
	Iteration 102Q: 3 clusters Score -1.104832e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29729 members 
Mstep: Class 2 contains 79234 members 
Entering Unmasked Estep 
Score: -11048319.000000 Penalty: 3451.791992
	Iteration 103Q: 3 clusters Score -1.104832e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29724 members 
Mstep: Class 2 contains 79239 members 
Entering Unmasked Estep 
Score: -11048329.000000 Penalty: 3451.791992
	Iteration 104Q: 3 clusters Score -1.104833e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29718 members 
Mstep: Class 2 contains 79245 members 
Entering Unmasked Estep 
Score: -11048326.000000 Penalty: 3451.791992
	Iteration 105Q: 3 clusters Score -1.104833e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29711 members 
Mstep: Class 2 contains 79252 members 
Entering Unmasked Estep 
Score: -11048322.000000 Penalty: 3451.791992
	Iteration 106Q: 3 clusters Score -1.104832e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29703 members 
Mstep: Class 2 contains 79260 members 
Entering Unmasked Estep 
Score: -11048316.000000 Penalty: 3451.791992
	Iteration 107Q: 3 clusters Score -1.104832e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29691 members 
Mstep: Class 2 contains 79272 members 
Entering Unmasked Estep 
Score: -11048332.000000 Penalty: 3451.791992
	Iteration 108Q: 3 clusters Score -1.104833e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29684 members 
Mstep: Class 2 contains 79279 members 
Entering Unmasked Estep 
Score: -11048339.000000 Penalty: 3451.791992
	Iteration 109Q: 3 clusters Score -1.104834e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29680 members 
Mstep: Class 2 contains 79283 members 
Entering Unmasked Estep 
Score: -11048334.000000 Penalty: 3451.791992
	Iteration 110Q: 3 clusters Score -1.104833e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29673 members 
Mstep: Class 2 contains 79290 members 
Entering Unmasked Estep 
Score: -11048336.000000 Penalty: 3451.791992
	Iteration 111Q: 3 clusters Score -1.104834e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29669 members 
Mstep: Class 2 contains 79294 members 
Entering Unmasked Estep 
Score: -11048354.000000 Penalty: 3451.791992
	Iteration 112Q: 3 clusters Score -1.104835e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29669 members 
Mstep: Class 2 contains 79294 members 
Entering Unmasked Estep 
Score: -11048354.000000 Penalty: 3451.791992
	Iteration 113F: 3 clusters Score -1.104835e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 65088 members 
Mstep: Class 2 contains 20426 members 
Mstep: Class 3 contains 13201 members 
Mstep: Class 4 contains 21540 members 
Mstep: Class 5 contains 4785 members 
Mstep: Class 6 contains 11832 members 
Mstep: Class 7 contains 38926 members 
Mstep: Class 8 contains 31903 members 
Mstep: Class 9 contains 11450 members 
Mstep: Class 10 contains 56392 members 
Mstep: Class 11 contains 123374 members 
Mstep: Class 12 contains 38171 members 
Mstep: Class 13 contains 10388 members 
Mstep: Class 14 contains 1004 members 
Mstep: Class 15 contains 12940 members 
Mstep: Class 16 contains 6205 members 
Mstep: Class 17 contains 3792 members 
Mstep: Class 18 contains 2337 members 
Mstep: Class 19 contains 29669 members 
Mstep: Class 20 contains 149503 members 
Mstep: Class 21 contains 8402 members 
Mstep: Class 22 contains 6666 members 
Mstep: Class 23 contains 2184 members 
Mstep: Class 24 contains 2377 members 
Mstep: Class 25 contains 12856 members 
Mstep: Class 26 contains 33598 members 
Mstep: Class 27 contains 6178 members 
Mstep: Class 28 contains 19064 members 
Mstep: Class 29 contains 8800 members 
Mstep: Class 30 contains 32240 members 
Mstep: Class 31 contains 10034 members 
Mstep: Class 32 contains 15681 members 
Mstep: Class 33 contains 9425 members 
Mstep: Class 34 contains 79294 members 
Entering Unmasked Estep 
Score: -87939048.000000 Penalty: 69361.320312
Splitting cluster 19 changes total score from -87842720.000000 to -87939048.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 20 (149503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149503 members 
Entering Unmasked Estep 
Score: -15023807.000000 Penalty: 1772.962646
	Iteration 0F: 2 clusters Score -1.502381e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74810 members 
Mstep: Class 2 contains 74693 members 
Entering Unmasked Estep 
Score: -14924937.000000 Penalty: 3545.925293
	Iteration 0F: 3 clusters Score -1.492494e+07 nChanged 71299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74339 members 
Mstep: Class 2 contains 75164 members 
Entering Unmasked Estep 
Score: -14967453.000000 Penalty: 3545.925293
	Iteration 1F: 3 clusters Score -1.496745e+07 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74162 members 
Mstep: Class 2 contains 75341 members 
Entering Unmasked Estep 
Score: -14969192.000000 Penalty: 3545.925293
	Iteration 2Q: 3 clusters Score -1.496919e+07 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73866 members 
Mstep: Class 2 contains 75637 members 
Entering Unmasked Estep 
Score: -14971308.000000 Penalty: 3545.925293
	Iteration 3Q: 3 clusters Score -1.497131e+07 nChanged 6940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73260 members 
Mstep: Class 2 contains 76243 members 
Entering Unmasked Estep 
Score: -14974460.000000 Penalty: 3545.925293
	Iteration 4Q: 3 clusters Score -1.497446e+07 nChanged 7963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72267 members 
Mstep: Class 2 contains 77236 members 
Entering Unmasked Estep 
Score: -14978871.000000 Penalty: 3545.925293
	Iteration 5F: 3 clusters Score -1.497887e+07 nChanged 9005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70754 members 
Mstep: Class 2 contains 78749 members 
Entering Unmasked Estep 
Score: -14984382.000000 Penalty: 3545.925293
	Iteration 6F: 3 clusters Score -1.498438e+07 nChanged 9300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68804 members 
Mstep: Class 2 contains 80699 members 
Entering Unmasked Estep 
Score: -14990108.000000 Penalty: 3545.925293
	Iteration 7F: 3 clusters Score -1.499011e+07 nChanged 8642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66836 members 
Mstep: Class 2 contains 82667 members 
Entering Unmasked Estep 
Score: -14995239.000000 Penalty: 3545.925293
	Iteration 8F: 3 clusters Score -1.499524e+07 nChanged 7569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64963 members 
Mstep: Class 2 contains 84540 members 
Entering Unmasked Estep 
Score: -14999277.000000 Penalty: 3545.925293
	Iteration 9F: 3 clusters Score -1.499928e+07 nChanged 5919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63318 members 
Mstep: Class 2 contains 86185 members 
Entering Unmasked Estep 
Score: -15001658.000000 Penalty: 3545.925293
	Iteration 10Q: 3 clusters Score -1.500166e+07 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61750 members 
Mstep: Class 2 contains 87753 members 
Entering Unmasked Estep 
Score: -15003001.000000 Penalty: 3545.925293
	Iteration 11Q: 3 clusters Score -1.5003e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60218 members 
Mstep: Class 2 contains 89285 members 
Entering Unmasked Estep 
Score: -15003540.000000 Penalty: 3545.925293
	Iteration 12Q: 3 clusters Score -1.500354e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58688 members 
Mstep: Class 2 contains 90815 members 
Entering Unmasked Estep 
Score: -15004084.000000 Penalty: 3545.925293
	Iteration 13Q: 3 clusters Score -1.500408e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57046 members 
Mstep: Class 2 contains 92457 members 
Entering Unmasked Estep 
Score: -15004480.000000 Penalty: 3545.925293
	Iteration 14Q: 3 clusters Score -1.500448e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55332 members 
Mstep: Class 2 contains 94171 members 
Entering Unmasked Estep 
Score: -15005007.000000 Penalty: 3545.925293
	Iteration 15Q: 3 clusters Score -1.500501e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53511 members 
Mstep: Class 2 contains 95992 members 
Entering Unmasked Estep 
Score: -15005432.000000 Penalty: 3545.925293
	Iteration 16Q: 3 clusters Score -1.500543e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51625 members 
Mstep: Class 2 contains 97878 members 
Entering Unmasked Estep 
Score: -15005936.000000 Penalty: 3545.925293
	Iteration 17Q: 3 clusters Score -1.500594e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49750 members 
Mstep: Class 2 contains 99753 members 
Entering Unmasked Estep 
Score: -15006384.000000 Penalty: 3545.925293
	Iteration 18Q: 3 clusters Score -1.500638e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47837 members 
Mstep: Class 2 contains 101666 members 
Entering Unmasked Estep 
Score: -15006958.000000 Penalty: 3545.925293
	Iteration 19Q: 3 clusters Score -1.500696e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45715 members 
Mstep: Class 2 contains 103788 members 
Entering Unmasked Estep 
Score: -15007607.000000 Penalty: 3545.925293
	Iteration 20F: 3 clusters Score -1.500761e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43484 members 
Mstep: Class 2 contains 106019 members 
Entering Unmasked Estep 
Score: -15008257.000000 Penalty: 3545.925293
	Iteration 21Q: 3 clusters Score -1.500826e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41128 members 
Mstep: Class 2 contains 108375 members 
Entering Unmasked Estep 
Score: -15008981.000000 Penalty: 3545.925293
	Iteration 22Q: 3 clusters Score -1.500898e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38610 members 
Mstep: Class 2 contains 110893 members 
Entering Unmasked Estep 
Score: -15009830.000000 Penalty: 3545.925293
	Iteration 23Q: 3 clusters Score -1.500983e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35934 members 
Mstep: Class 2 contains 113569 members 
Entering Unmasked Estep 
Score: -15010836.000000 Penalty: 3545.925293
	Iteration 24Q: 3 clusters Score -1.501084e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33202 members 
Mstep: Class 2 contains 116301 members 
Entering Unmasked Estep 
Score: -15011860.000000 Penalty: 3545.925293
	Iteration 25Q: 3 clusters Score -1.501186e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30370 members 
Mstep: Class 2 contains 119133 members 
Entering Unmasked Estep 
Score: -15013113.000000 Penalty: 3545.925293
	Iteration 26Q: 3 clusters Score -1.501311e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27586 members 
Mstep: Class 2 contains 121917 members 
Entering Unmasked Estep 
Score: -15014203.000000 Penalty: 3545.925293
	Iteration 27Q: 3 clusters Score -1.50142e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 124701 members 
Entering Unmasked Estep 
Score: -15015530.000000 Penalty: 3545.925293
	Iteration 28Q: 3 clusters Score -1.501553e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 127332 members 
Entering Unmasked Estep 
Score: -15016838.000000 Penalty: 3545.925293
	Iteration 29Q: 3 clusters Score -1.501684e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 129912 members 
Entering Unmasked Estep 
Score: -15018444.000000 Penalty: 3545.925293
	Iteration 30Q: 3 clusters Score -1.501844e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 132333 members 
Entering Unmasked Estep 
Score: -15019728.000000 Penalty: 3545.925293
	Iteration 31Q: 3 clusters Score -1.501973e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 134453 members 
Entering Unmasked Estep 
Score: -15020839.000000 Penalty: 3545.925293
	Iteration 32Q: 3 clusters Score -1.502084e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 136244 members 
Entering Unmasked Estep 
Score: -15021824.000000 Penalty: 3545.925293
	Iteration 33Q: 3 clusters Score -1.502182e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 137758 members 
Entering Unmasked Estep 
Score: -15022562.000000 Penalty: 3545.925293
	Iteration 34Q: 3 clusters Score -1.502256e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 139066 members 
Entering Unmasked Estep 
Score: -15023193.000000 Penalty: 3545.925293
	Iteration 35Q: 3 clusters Score -1.502319e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 140140 members 
Entering Unmasked Estep 
Score: -15023626.000000 Penalty: 3545.925293
	Iteration 36Q: 3 clusters Score -1.502363e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 141007 members 
Entering Unmasked Estep 
Score: -15024040.000000 Penalty: 3545.925293
	Iteration 37Q: 3 clusters Score -1.502404e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 141736 members 
Entering Unmasked Estep 
Score: -15024356.000000 Penalty: 3545.925293
	Iteration 38Q: 3 clusters Score -1.502436e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 142308 members 
Entering Unmasked Estep 
Score: -15024566.000000 Penalty: 3545.925293
	Iteration 39Q: 3 clusters Score -1.502457e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 142758 members 
Entering Unmasked Estep 
Score: -15024809.000000 Penalty: 3545.925293
	Iteration 40F: 3 clusters Score -1.502481e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 143132 members 
Entering Unmasked Estep 
Score: -15024937.000000 Penalty: 3545.925293
	Iteration 41Q: 3 clusters Score -1.502494e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 143441 members 
Entering Unmasked Estep 
Score: -15024997.000000 Penalty: 3545.925293
	Iteration 42Q: 3 clusters Score -1.5025e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 143686 members 
Entering Unmasked Estep 
Score: -15025051.000000 Penalty: 3545.925293
	Iteration 43Q: 3 clusters Score -1.502505e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 143886 members 
Entering Unmasked Estep 
Score: -15025084.000000 Penalty: 3545.925293
	Iteration 44Q: 3 clusters Score -1.502508e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 144047 members 
Entering Unmasked Estep 
Score: -15025143.000000 Penalty: 3545.925293
	Iteration 45Q: 3 clusters Score -1.502514e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 144191 members 
Entering Unmasked Estep 
Score: -15025183.000000 Penalty: 3545.925293
	Iteration 46Q: 3 clusters Score -1.502518e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 144305 members 
Entering Unmasked Estep 
Score: -15025183.000000 Penalty: 3545.925293
	Iteration 47Q: 3 clusters Score -1.502518e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 144419 members 
Entering Unmasked Estep 
Score: -15025190.000000 Penalty: 3545.925293
	Iteration 48Q: 3 clusters Score -1.502519e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 144515 members 
Entering Unmasked Estep 
Score: -15025217.000000 Penalty: 3545.925293
	Iteration 49Q: 3 clusters Score -1.502522e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 144590 members 
Entering Unmasked Estep 
Score: -15025225.000000 Penalty: 3545.925293
	Iteration 50Q: 3 clusters Score -1.502522e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 144653 members 
Entering Unmasked Estep 
Score: -15025245.000000 Penalty: 3545.925293
	Iteration 51Q: 3 clusters Score -1.502524e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 144704 members 
Entering Unmasked Estep 
Score: -15025226.000000 Penalty: 3545.925293
	Iteration 52Q: 3 clusters Score -1.502523e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 144756 members 
Entering Unmasked Estep 
Score: -15025252.000000 Penalty: 3545.925293
	Iteration 53Q: 3 clusters Score -1.502525e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 144802 members 
Entering Unmasked Estep 
Score: -15025253.000000 Penalty: 3545.925293
	Iteration 54Q: 3 clusters Score -1.502525e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 144836 members 
Entering Unmasked Estep 
Score: -15025279.000000 Penalty: 3545.925293
	Iteration 55Q: 3 clusters Score -1.502528e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 144866 members 
Entering Unmasked Estep 
Score: -15025261.000000 Penalty: 3545.925293
	Iteration 56Q: 3 clusters Score -1.502526e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 144879 members 
Entering Unmasked Estep 
Score: -15025269.000000 Penalty: 3545.925293
	Iteration 57Q: 3 clusters Score -1.502527e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 144889 members 
Entering Unmasked Estep 
Score: -15025258.000000 Penalty: 3545.925293
	Iteration 58Q: 3 clusters Score -1.502526e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 144900 members 
Entering Unmasked Estep 
Score: -15025253.000000 Penalty: 3545.925293
	Iteration 59Q: 3 clusters Score -1.502525e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 144915 members 
Entering Unmasked Estep 
Score: -15025231.000000 Penalty: 3545.925293
	Iteration 60F: 3 clusters Score -1.502523e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 144926 members 
Entering Unmasked Estep 
Score: -15025246.000000 Penalty: 3545.925293
	Iteration 61Q: 3 clusters Score -1.502525e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 144931 members 
Entering Unmasked Estep 
Score: -15025254.000000 Penalty: 3545.925293
	Iteration 62Q: 3 clusters Score -1.502525e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 144936 members 
Entering Unmasked Estep 
Score: -15025256.000000 Penalty: 3545.925293
	Iteration 63Q: 3 clusters Score -1.502526e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 144940 members 
Entering Unmasked Estep 
Score: -15025269.000000 Penalty: 3545.925293
	Iteration 64Q: 3 clusters Score -1.502527e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 144951 members 
Entering Unmasked Estep 
Score: -15025271.000000 Penalty: 3545.925293
	Iteration 65Q: 3 clusters Score -1.502527e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 144957 members 
Entering Unmasked Estep 
Score: -15025283.000000 Penalty: 3545.925293
	Iteration 66Q: 3 clusters Score -1.502528e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 144962 members 
Entering Unmasked Estep 
Score: -15025284.000000 Penalty: 3545.925293
	Iteration 67Q: 3 clusters Score -1.502528e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 144967 members 
Entering Unmasked Estep 
Score: -15025285.000000 Penalty: 3545.925293
	Iteration 68Q: 3 clusters Score -1.502528e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 144969 members 
Entering Unmasked Estep 
Score: -15025284.000000 Penalty: 3545.925293
	Iteration 69Q: 3 clusters Score -1.502528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 144970 members 
Entering Unmasked Estep 
Score: -15025286.000000 Penalty: 3545.925293
	Iteration 70Q: 3 clusters Score -1.502529e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 144971 members 
Entering Unmasked Estep 
Score: -15025281.000000 Penalty: 3545.925293
	Iteration 71Q: 3 clusters Score -1.502528e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 144974 members 
Entering Unmasked Estep 
Score: -15025279.000000 Penalty: 3545.925293
	Iteration 72Q: 3 clusters Score -1.502528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 144977 members 
Entering Unmasked Estep 
Score: -15025275.000000 Penalty: 3545.925293
	Iteration 73Q: 3 clusters Score -1.502528e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 144983 members 
Entering Unmasked Estep 
Score: -15025286.000000 Penalty: 3545.925293
	Iteration 74Q: 3 clusters Score -1.502529e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 144987 members 
Entering Unmasked Estep 
Score: -15025296.000000 Penalty: 3545.925293
	Iteration 75Q: 3 clusters Score -1.50253e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 144987 members 
Entering Unmasked Estep 
Score: -15025300.000000 Penalty: 3545.925293
	Iteration 76Q: 3 clusters Score -1.50253e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 144989 members 
Entering Unmasked Estep 
Score: -15025301.000000 Penalty: 3545.925293
	Iteration 77Q: 3 clusters Score -1.50253e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 144990 members 
Entering Unmasked Estep 
Score: -15025299.000000 Penalty: 3545.925293
	Iteration 78Q: 3 clusters Score -1.50253e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 144991 members 
Entering Unmasked Estep 
Score: -15025291.000000 Penalty: 3545.925293
	Iteration 79Q: 3 clusters Score -1.502529e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 144992 members 
Entering Unmasked Estep 
Score: -15025301.000000 Penalty: 3545.925293
	Iteration 80F: 3 clusters Score -1.50253e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 144994 members 
Entering Unmasked Estep 
Score: -15025301.000000 Penalty: 3545.925293
	Iteration 81Q: 3 clusters Score -1.50253e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 144995 members 
Entering Unmasked Estep 
Score: -15025290.000000 Penalty: 3545.925293
	Iteration 82Q: 3 clusters Score -1.502529e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 144997 members 
Entering Unmasked Estep 
Score: -15025293.000000 Penalty: 3545.925293
	Iteration 83Q: 3 clusters Score -1.502529e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 144997 members 
Entering Unmasked Estep 
Score: -15025293.000000 Penalty: 3545.925293
	Iteration 84F: 3 clusters Score -1.502529e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 65088 members 
Mstep: Class 2 contains 20426 members 
Mstep: Class 3 contains 13201 members 
Mstep: Class 4 contains 21540 members 
Mstep: Class 5 contains 4785 members 
Mstep: Class 6 contains 11832 members 
Mstep: Class 7 contains 38926 members 
Mstep: Class 8 contains 31903 members 
Mstep: Class 9 contains 11450 members 
Mstep: Class 10 contains 56392 members 
Mstep: Class 11 contains 123374 members 
Mstep: Class 12 contains 38171 members 
Mstep: Class 13 contains 10388 members 
Mstep: Class 14 contains 1004 members 
Mstep: Class 15 contains 12940 members 
Mstep: Class 16 contains 6205 members 
Mstep: Class 17 contains 3792 members 
Mstep: Class 18 contains 2337 members 
Mstep: Class 19 contains 29669 members 
Mstep: Class 20 contains 4506 members 
Mstep: Class 21 contains 8402 members 
Mstep: Class 22 contains 6666 members 
Mstep: Class 23 contains 2184 members 
Mstep: Class 24 contains 2377 members 
Mstep: Class 25 contains 12856 members 
Mstep: Class 26 contains 33598 members 
Mstep: Class 27 contains 6178 members 
Mstep: Class 28 contains 19064 members 
Mstep: Class 29 contains 8800 members 
Mstep: Class 30 contains 32240 members 
Mstep: Class 31 contains 10034 members 
Mstep: Class 32 contains 15681 members 
Mstep: Class 33 contains 9425 members 
Mstep: Class 34 contains 79294 members 
Mstep: Class 35 contains 144997 members 
Entering Unmasked Estep 
Score: -87940496.000000 Penalty: 71401.359375
Splitting cluster 20 changes total score from -87842720.000000 to -87940496.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 21 (8402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Entering Unmasked Estep 
Score: -747331.187500 Penalty: 1344.590332
	Iteration 0F: 2 clusters Score -747331.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -741647.250000 Penalty: 2689.180664
	Iteration 0F: 3 clusters Score -741647.2 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -744354.875000 Penalty: 2689.180664
	Iteration 1F: 3 clusters Score -744354.9 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -746187.437500 Penalty: 2689.180664
	Iteration 2F: 3 clusters Score -746187.4 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -748876.687500 Penalty: 2689.180664
	Iteration 3F: 3 clusters Score -748876.7 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -751073.187500 Penalty: 2689.180664
	Iteration 4F: 3 clusters Score -751073.2 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -751919.250000 Penalty: 2689.180664
	Iteration 5F: 3 clusters Score -751919.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -752110.875000 Penalty: 2689.180664
	Iteration 6Q: 3 clusters Score -752110.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -752185.812500 Penalty: 2689.180664
	Iteration 7Q: 3 clusters Score -752185.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -752225.375000 Penalty: 2689.180664
	Iteration 8Q: 3 clusters Score -752225.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -752252.875000 Penalty: 2689.180664
	Iteration 9Q: 3 clusters Score -752252.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -752268.625000 Penalty: 2689.180664
	Iteration 10Q: 3 clusters Score -752268.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -752278.687500 Penalty: 2689.180664
	Iteration 11Q: 3 clusters Score -752278.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -752282.562500 Penalty: 2689.180664
	Iteration 12Q: 3 clusters Score -752282.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -752286.000000 Penalty: 2689.180664
	Iteration 13Q: 3 clusters Score -752286 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -752289.062500 Penalty: 2689.180664
	Iteration 14Q: 3 clusters Score -752289.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -752289.625000 Penalty: 2689.180664
	Iteration 15Q: 3 clusters Score -752289.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -752291.562500 Penalty: 2689.180664
	Iteration 16Q: 3 clusters Score -752291.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -752291.312500 Penalty: 2689.180664
	Iteration 17Q: 3 clusters Score -752291.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -752294.312500 Penalty: 2689.180664
	Iteration 18Q: 3 clusters Score -752294.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -752295.437500 Penalty: 2689.180664
	Iteration 19Q: 3 clusters Score -752295.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -752297.875000 Penalty: 2689.180664
	Iteration 20F: 3 clusters Score -752297.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -752296.875000 Penalty: 2689.180664
	Iteration 21Q: 3 clusters Score -752296.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -752297.875000 Penalty: 2689.180664
	Iteration 22Q: 3 clusters Score -752297.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -752297.000000 Penalty: 2689.180664
	Iteration 23Q: 3 clusters Score -752297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -752298.750000 Penalty: 2689.180664
	Iteration 24Q: 3 clusters Score -752298.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -752299.562500 Penalty: 2689.180664
	Iteration 25Q: 3 clusters Score -752299.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -752299.500000 Penalty: 2689.180664
	Iteration 26Q: 3 clusters Score -752299.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -752300.500000 Penalty: 2689.180664
	Iteration 27Q: 3 clusters Score -752300.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -752300.812500 Penalty: 2689.180664
	Iteration 28Q: 3 clusters Score -752300.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -752299.062500 Penalty: 2689.180664
	Iteration 29Q: 3 clusters Score -752299.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -752299.062500 Penalty: 2689.180664
	Iteration 30F: 3 clusters Score -752299.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 65088 members 
Mstep: Class 2 contains 20426 members 
Mstep: Class 3 contains 13201 members 
Mstep: Class 4 contains 21540 members 
Mstep: Class 5 contains 4785 members 
Mstep: Class 6 contains 11832 members 
Mstep: Class 7 contains 38926 members 
Mstep: Class 8 contains 31903 members 
Mstep: Class 9 contains 11450 members 
Mstep: Class 10 contains 56392 members 
Mstep: Class 11 contains 123374 members 
Mstep: Class 12 contains 38171 members 
Mstep: Class 13 contains 10388 members 
Mstep: Class 14 contains 1004 members 
Mstep: Class 15 contains 12940 members 
Mstep: Class 16 contains 6205 members 
Mstep: Class 17 contains 3792 members 
Mstep: Class 18 contains 2337 members 
Mstep: Class 19 contains 29669 members 
Mstep: Class 20 contains 4506 members 
Mstep: Class 21 contains 4043 members 
Mstep: Class 22 contains 6666 members 
Mstep: Class 23 contains 2184 members 
Mstep: Class 24 contains 2377 members 
Mstep: Class 25 contains 12856 members 
Mstep: Class 26 contains 33598 members 
Mstep: Class 27 contains 6178 members 
Mstep: Class 28 contains 19064 members 
Mstep: Class 29 contains 8800 members 
Mstep: Class 30 contains 32240 members 
Mstep: Class 31 contains 10034 members 
Mstep: Class 32 contains 15681 members 
Mstep: Class 33 contains 9425 members 
Mstep: Class 34 contains 79294 members 
Mstep: Class 35 contains 144997 members 
Mstep: Class 36 contains 4359 members 
Entering Unmasked Estep 
Score: -87944752.000000 Penalty: 73441.398438
Splitting cluster 21 changes total score from -87842720.000000 to -87944752.000000
So it's getting split into cluster 36.
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 65088 members 
Mstep: Class 2 contains 20426 members 
Mstep: Class 3 contains 13201 members 
Mstep: Class 4 contains 21540 members 
Mstep: Class 5 contains 4785 members 
Mstep: Class 6 contains 11832 members 
Mstep: Class 7 contains 38926 members 
Mstep: Class 9 contains 11450 members 
Mstep: Class 10 contains 56392 members 
Mstep: Class 11 contains 123374 members 
Mstep: Class 12 contains 38171 members 
Mstep: Class 13 contains 10388 members 
Mstep: Class 14 contains 1004 members 
Mstep: Class 15 contains 12940 members 
Mstep: Class 16 contains 6205 members 
Mstep: Class 17 contains 3792 members 
Mstep: Class 18 contains 2337 members 
Mstep: Class 19 contains 29669 members 
Mstep: Class 20 contains 4506 members 
Mstep: Class 21 contains 4043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87963904.000000 Penalty: 73441.398438
Iteration 39Q: 37 clusters Score -8.79639e+07 nChanged 26634
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 65589 members 
Mstep: Class 2 contains 21106 members 
Mstep: Class 3 contains 14075 members 
Mstep: Class 4 contains 22675 members 
Mstep: Class 5 contains 4944 members 
Mstep: Class 6 contains 11806 members 
Mstep: Class 7 contains 39162 members 
Mstep: Class 8 contains 30927 members 
Mstep: Class 9 contains 11571 members 
Mstep: Class 10 contains 56726 members 
Mstep: Class 11 contains 124357 members 
Mstep: Class 12 contains 38626 members 
Mstep: Class 13 contains 10846 members 
Mstep: Class 14 contains 1062 members 
Mstep: Class 15 contains 13297 members 
Mstep: Class 16 contains 6365 members 
Mstep: Class 17 contains 3971 members 
Mstep: Class 18 contains 2456 members 
Mstep: Class 19 contains 30033 members 
Mstep: Class 20 contains 4715 members 
Mstep: Class 21 contains 4054 members 
Mstep: Class 22 contains 6358 members 
Mstep: Class 23 contains 2194 members 
Mstep: Class 24 contains 2200 members 
Mstep: Class 25 contains 13720 members 
Mstep: Class 26 contains 33499 members 
Mstep: Class 27 contains 6294 members 
Mstep: Class 28 contains 18265 members 
Mstep: Class 29 contains 8492 members 
Mstep: Class 30 contains 31253 members 
Mstep: Class 31 contains 11243 members 
Mstep: Class 32 contains 14053 members 
Mstep: Class 33 contains 9124 members 
Mstep: Class 34 contains 77510 members 
Mstep: Class 35 contains 142902 members 
Mstep: Class 36 contains 4261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87979336.000000 Penalty: 73441.398438
Iteration 40F: 37 clusters Score -8.797934e+07 nChanged 21466
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 65214 members 
Mstep: Class 2 contains 21225 members 
Mstep: Class 3 contains 13846 members 
Mstep: Class 4 contains 22967 members 
Mstep: Class 5 contains 5033 members 
Mstep: Class 6 contains 11647 members 
Mstep: Class 7 contains 38708 members 
Mstep: Class 8 contains 30338 members 
Mstep: Class 9 contains 11513 members 
Mstep: Class 10 contains 56308 members 
Mstep: Class 11 contains 121506 members 
Mstep: Class 12 contains 37320 members 
Mstep: Class 13 contains 11191 members 
Mstep: Class 14 contains 1088 members 
Mstep: Class 15 contains 13274 members 
Mstep: Class 16 contains 6383 members 
Mstep: Class 17 contains 3857 members 
Mstep: Class 18 contains 2385 members 
Mstep: Class 19 contains 30327 members 
Mstep: Class 20 contains 4795 members 
Mstep: Class 21 contains 3900 members 
Mstep: Class 22 contains 6566 members 
Mstep: Class 23 contains 2482 members 
Mstep: Class 24 contains 2385 members 
Mstep: Class 25 contains 14356 members 
Mstep: Class 26 contains 33663 members 
Mstep: Class 27 contains 6452 members 
Mstep: Class 28 contains 18756 members 
Mstep: Class 29 contains 8785 members 
Mstep: Class 30 contains 31718 members 
Mstep: Class 31 contains 12103 members 
Mstep: Class 32 contains 13618 members 
Mstep: Class 33 contains 9402 members 
Mstep: Class 34 contains 78600 members 
Mstep: Class 35 contains 143735 members 
Mstep: Class 36 contains 4290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87985552.000000 Penalty: 73441.398438
Iteration 41Q: 37 clusters Score -8.798555e+07 nChanged 13338
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 65042 members 
Mstep: Class 2 contains 21275 members 
Mstep: Class 3 contains 13761 members 
Mstep: Class 4 contains 23323 members 
Mstep: Class 5 contains 5106 members 
Mstep: Class 6 contains 11577 members 
Mstep: Class 7 contains 38407 members 
Mstep: Class 8 contains 29959 members 
Mstep: Class 9 contains 11499 members 
Mstep: Class 10 contains 56057 members 
Mstep: Class 11 contains 118649 members 
Mstep: Class 12 contains 36801 members 
Mstep: Class 13 contains 11484 members 
Mstep: Class 14 contains 1117 members 
Mstep: Class 15 contains 13339 members 
Mstep: Class 16 contains 6394 members 
Mstep: Class 17 contains 3803 members 
Mstep: Class 18 contains 2342 members 
Mstep: Class 19 contains 30854 members 
Mstep: Class 20 contains 4881 members 
Mstep: Class 21 contains 3816 members 
Mstep: Class 22 contains 6719 members 
Mstep: Class 23 contains 2750 members 
Mstep: Class 24 contains 2523 members 
Mstep: Class 25 contains 14707 members 
Mstep: Class 26 contains 33740 members 
Mstep: Class 27 contains 6467 members 
Mstep: Class 28 contains 18955 members 
Mstep: Class 29 contains 8978 members 
Mstep: Class 30 contains 32015 members 
Mstep: Class 31 contains 12640 members 
Mstep: Class 32 contains 13340 members 
Mstep: Class 33 contains 9530 members 
Mstep: Class 34 contains 79217 members 
Mstep: Class 35 contains 144398 members 
Mstep: Class 36 contains 4272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87988848.000000 Penalty: 73441.398438
Iteration 42Q: 37 clusters Score -8.798885e+07 nChanged 10753
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 64915 members 
Mstep: Class 2 contains 21299 members 
Mstep: Class 3 contains 13702 members 
Mstep: Class 4 contains 23677 members 
Mstep: Class 5 contains 5181 members 
Mstep: Class 6 contains 11532 members 
Mstep: Class 7 contains 38202 members 
Mstep: Class 8 contains 29689 members 
Mstep: Class 9 contains 11495 members 
Mstep: Class 10 contains 55809 members 
Mstep: Class 11 contains 115829 members 
Mstep: Class 12 contains 36661 members 
Mstep: Class 13 contains 11699 members 
Mstep: Class 14 contains 1163 members 
Mstep: Class 15 contains 13444 members 
Mstep: Class 16 contains 6406 members 
Mstep: Class 17 contains 3775 members 
Mstep: Class 18 contains 2276 members 
Mstep: Class 19 contains 31475 members 
Mstep: Class 20 contains 4964 members 
Mstep: Class 21 contains 3765 members 
Mstep: Class 22 contains 6814 members 
Mstep: Class 23 contains 3013 members 
Mstep: Class 24 contains 2653 members 
Mstep: Class 25 contains 14916 members 
Mstep: Class 26 contains 33779 members 
Mstep: Class 27 contains 6474 members 
Mstep: Class 28 contains 19084 members 
Mstep: Class 29 contains 9073 members 
Mstep: Class 30 contains 32307 members 
Mstep: Class 31 contains 13019 members 
Mstep: Class 32 contains 13165 members 
Mstep: Class 33 contains 9607 members 
Mstep: Class 34 contains 79561 members 
Mstep: Class 35 contains 145042 members 
Mstep: Class 36 contains 4271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87991736.000000 Penalty: 73441.398438
Iteration 43Q: 37 clusters Score -8.799174e+07 nChanged 9213
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 64794 members 
Mstep: Class 2 contains 21324 members 
Mstep: Class 3 contains 13720 members 
Mstep: Class 4 contains 23972 members 
Mstep: Class 5 contains 5278 members 
Mstep: Class 6 contains 11504 members 
Mstep: Class 7 contains 38017 members 
Mstep: Class 8 contains 29458 members 
Mstep: Class 9 contains 11493 members 
Mstep: Class 10 contains 55611 members 
Mstep: Class 11 contains 113049 members 
Mstep: Class 12 contains 36586 members 
Mstep: Class 13 contains 11872 members 
Mstep: Class 14 contains 1197 members 
Mstep: Class 15 contains 13548 members 
Mstep: Class 16 contains 6412 members 
Mstep: Class 17 contains 3754 members 
Mstep: Class 18 contains 2200 members 
Mstep: Class 19 contains 32071 members 
Mstep: Class 20 contains 5048 members 
Mstep: Class 21 contains 3732 members 
Mstep: Class 22 contains 6939 members 
Mstep: Class 23 contains 3238 members 
Mstep: Class 24 contains 2770 members 
Mstep: Class 25 contains 15074 members 
Mstep: Class 26 contains 33801 members 
Mstep: Class 27 contains 6470 members 
Mstep: Class 28 contains 19185 members 
Mstep: Class 29 contains 9161 members 
Mstep: Class 30 contains 32589 members 
Mstep: Class 31 contains 13297 members 
Mstep: Class 32 contains 13050 members 
Mstep: Class 33 contains 9647 members 
Mstep: Class 34 contains 79811 members 
Mstep: Class 35 contains 145788 members 
Mstep: Class 36 contains 4276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87993808.000000 Penalty: 73441.398438
Iteration 44Q: 37 clusters Score -8.799381e+07 nChanged 8197
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 64705 members 
Mstep: Class 2 contains 21334 members 
Mstep: Class 3 contains 13773 members 
Mstep: Class 4 contains 24266 members 
Mstep: Class 5 contains 5383 members 
Mstep: Class 6 contains 11488 members 
Mstep: Class 7 contains 37877 members 
Mstep: Class 8 contains 29265 members 
Mstep: Class 9 contains 11496 members 
Mstep: Class 10 contains 55455 members 
Mstep: Class 11 contains 110249 members 
Mstep: Class 12 contains 36568 members 
Mstep: Class 13 contains 12023 members 
Mstep: Class 14 contains 1215 members 
Mstep: Class 15 contains 13662 members 
Mstep: Class 16 contains 6419 members 
Mstep: Class 17 contains 3741 members 
Mstep: Class 18 contains 2157 members 
Mstep: Class 19 contains 32678 members 
Mstep: Class 20 contains 5126 members 
Mstep: Class 21 contains 3729 members 
Mstep: Class 22 contains 7050 members 
Mstep: Class 23 contains 3409 members 
Mstep: Class 24 contains 2857 members 
Mstep: Class 25 contains 15177 members 
Mstep: Class 26 contains 33806 members 
Mstep: Class 27 contains 6446 members 
Mstep: Class 28 contains 19267 members 
Mstep: Class 29 contains 9220 members 
Mstep: Class 30 contains 32826 members 
Mstep: Class 31 contains 13471 members 
Mstep: Class 32 contains 12966 members 
Mstep: Class 33 contains 9641 members 
Mstep: Class 34 contains 79884 members 
Mstep: Class 35 contains 146832 members 
Mstep: Class 36 contains 4275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87995240.000000 Penalty: 73441.398438
Iteration 45Q: 37 clusters Score -8.799524e+07 nChanged 7544
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 64646 members 
Mstep: Class 2 contains 21338 members 
Mstep: Class 3 contains 13881 members 
Mstep: Class 4 contains 24540 members 
Mstep: Class 5 contains 5469 members 
Mstep: Class 6 contains 11472 members 
Mstep: Class 7 contains 37759 members 
Mstep: Class 8 contains 29093 members 
Mstep: Class 9 contains 11497 members 
Mstep: Class 10 contains 55324 members 
Mstep: Class 11 contains 107303 members 
Mstep: Class 12 contains 36517 members 
Mstep: Class 13 contains 12156 members 
Mstep: Class 14 contains 1230 members 
Mstep: Class 15 contains 13797 members 
Mstep: Class 16 contains 6427 members 
Mstep: Class 17 contains 3728 members 
Mstep: Class 18 contains 2146 members 
Mstep: Class 19 contains 33290 members 
Mstep: Class 20 contains 5197 members 
Mstep: Class 21 contains 3746 members 
Mstep: Class 22 contains 7139 members 
Mstep: Class 23 contains 3550 members 
Mstep: Class 24 contains 2922 members 
Mstep: Class 25 contains 15241 members 
Mstep: Class 26 contains 33809 members 
Mstep: Class 27 contains 6433 members 
Mstep: Class 28 contains 19321 members 
Mstep: Class 29 contains 9267 members 
Mstep: Class 30 contains 33110 members 
Mstep: Class 31 contains 13593 members 
Mstep: Class 32 contains 12912 members 
Mstep: Class 33 contains 9588 members 
Mstep: Class 34 contains 79879 members 
Mstep: Class 35 contains 148127 members 
Mstep: Class 36 contains 4289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87996224.000000 Penalty: 73441.398438
Iteration 46Q: 37 clusters Score -8.799622e+07 nChanged 7092
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 64628 members 
Mstep: Class 2 contains 21338 members 
Mstep: Class 3 contains 14011 members 
Mstep: Class 4 contains 24759 members 
Mstep: Class 5 contains 5530 members 
Mstep: Class 6 contains 11459 members 
Mstep: Class 7 contains 37653 members 
Mstep: Class 8 contains 28941 members 
Mstep: Class 9 contains 11500 members 
Mstep: Class 10 contains 55166 members 
Mstep: Class 11 contains 104368 members 
Mstep: Class 12 contains 36513 members 
Mstep: Class 13 contains 12254 members 
Mstep: Class 14 contains 1241 members 
Mstep: Class 15 contains 13900 members 
Mstep: Class 16 contains 6431 members 
Mstep: Class 17 contains 3717 members 
Mstep: Class 18 contains 2159 members 
Mstep: Class 19 contains 33895 members 
Mstep: Class 20 contains 5265 members 
Mstep: Class 21 contains 3748 members 
Mstep: Class 22 contains 7227 members 
Mstep: Class 23 contains 3672 members 
Mstep: Class 24 contains 2982 members 
Mstep: Class 25 contains 15286 members 
Mstep: Class 26 contains 33811 members 
Mstep: Class 27 contains 6422 members 
Mstep: Class 28 contains 19365 members 
Mstep: Class 29 contains 9315 members 
Mstep: Class 30 contains 33394 members 
Mstep: Class 31 contains 13662 members 
Mstep: Class 32 contains 12879 members 
Mstep: Class 33 contains 9540 members 
Mstep: Class 34 contains 79836 members 
Mstep: Class 35 contains 149568 members 
Mstep: Class 36 contains 4300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87997400.000000 Penalty: 73441.398438
Iteration 47Q: 37 clusters Score -8.79974e+07 nChanged 6629
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 64628 members 
Mstep: Class 2 contains 21343 members 
Mstep: Class 3 contains 14153 members 
Mstep: Class 4 contains 24970 members 
Mstep: Class 5 contains 5580 members 
Mstep: Class 6 contains 11446 members 
Mstep: Class 7 contains 37568 members 
Mstep: Class 8 contains 28808 members 
Mstep: Class 9 contains 11503 members 
Mstep: Class 10 contains 55021 members 
Mstep: Class 11 contains 101402 members 
Mstep: Class 12 contains 36539 members 
Mstep: Class 13 contains 12362 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 6434 members 
Mstep: Class 17 contains 3707 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 34486 members 
Mstep: Class 20 contains 5338 members 
Mstep: Class 21 contains 3769 members 
Mstep: Class 22 contains 7325 members 
Mstep: Class 23 contains 3768 members 
Mstep: Class 24 contains 3022 members 
Mstep: Class 25 contains 15312 members 
Mstep: Class 26 contains 33817 members 
Mstep: Class 27 contains 6396 members 
Mstep: Class 28 contains 19410 members 
Mstep: Class 29 contains 9356 members 
Mstep: Class 30 contains 33657 members 
Mstep: Class 31 contains 13711 members 
Mstep: Class 32 contains 12856 members 
Mstep: Class 33 contains 9496 members 
Mstep: Class 34 contains 79672 members 
Mstep: Class 35 contains 151153 members 
Mstep: Class 36 contains 4305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87998888.000000 Penalty: 73441.398438
Iteration 48Q: 37 clusters Score -8.799889e+07 nChanged 6264
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 64647 members 
Mstep: Class 2 contains 21341 members 
Mstep: Class 3 contains 14281 members 
Mstep: Class 4 contains 25153 members 
Mstep: Class 5 contains 5611 members 
Mstep: Class 6 contains 11446 members 
Mstep: Class 7 contains 37496 members 
Mstep: Class 8 contains 28693 members 
Mstep: Class 9 contains 11500 members 
Mstep: Class 10 contains 54904 members 
Mstep: Class 11 contains 98461 members 
Mstep: Class 12 contains 36506 members 
Mstep: Class 13 contains 12439 members 
Mstep: Class 14 contains 1263 members 
Mstep: Class 15 contains 14083 members 
Mstep: Class 16 contains 6434 members 
Mstep: Class 17 contains 3705 members 
Mstep: Class 18 contains 2192 members 
Mstep: Class 19 contains 35093 members 
Mstep: Class 20 contains 5409 members 
Mstep: Class 21 contains 3789 members 
Mstep: Class 22 contains 7414 members 
Mstep: Class 23 contains 3853 members 
Mstep: Class 24 contains 3062 members 
Mstep: Class 25 contains 15327 members 
Mstep: Class 26 contains 33822 members 
Mstep: Class 27 contains 6362 members 
Mstep: Class 28 contains 19453 members 
Mstep: Class 29 contains 9398 members 
Mstep: Class 30 contains 33909 members 
Mstep: Class 31 contains 13740 members 
Mstep: Class 32 contains 12847 members 
Mstep: Class 33 contains 9462 members 
Mstep: Class 34 contains 79446 members 
Mstep: Class 35 contains 152887 members 
Mstep: Class 36 contains 4309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87999896.000000 Penalty: 73441.398438
Iteration 49Q: 37 clusters Score -8.79999e+07 nChanged 6132
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 64676 members 
Mstep: Class 2 contains 21340 members 
Mstep: Class 3 contains 14417 members 
Mstep: Class 4 contains 25323 members 
Mstep: Class 5 contains 5643 members 
Mstep: Class 6 contains 11442 members 
Mstep: Class 7 contains 37441 members 
Mstep: Class 8 contains 28603 members 
Mstep: Class 9 contains 11500 members 
Mstep: Class 10 contains 54770 members 
Mstep: Class 11 contains 95441 members 
Mstep: Class 12 contains 36522 members 
Mstep: Class 13 contains 12496 members 
Mstep: Class 14 contains 1271 members 
Mstep: Class 15 contains 14153 members 
Mstep: Class 16 contains 6435 members 
Mstep: Class 17 contains 3707 members 
Mstep: Class 18 contains 2206 members 
Mstep: Class 19 contains 35673 members 
Mstep: Class 20 contains 5483 members 
Mstep: Class 21 contains 3808 members 
Mstep: Class 22 contains 7492 members 
Mstep: Class 23 contains 3918 members 
Mstep: Class 24 contains 3088 members 
Mstep: Class 25 contains 15338 members 
Mstep: Class 26 contains 33826 members 
Mstep: Class 27 contains 6339 members 
Mstep: Class 28 contains 19491 members 
Mstep: Class 29 contains 9414 members 
Mstep: Class 30 contains 34090 members 
Mstep: Class 31 contains 13762 members 
Mstep: Class 32 contains 12836 members 
Mstep: Class 33 contains 9447 members 
Mstep: Class 34 contains 79189 members 
Mstep: Class 35 contains 154844 members 
Mstep: Class 36 contains 4313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88000984.000000 Penalty: 73441.398438
Iteration 50Q: 37 clusters Score -8.800098e+07 nChanged 6105
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 64749 members 
Mstep: Class 2 contains 21340 members 
Mstep: Class 3 contains 14544 members 
Mstep: Class 4 contains 25481 members 
Mstep: Class 5 contains 5660 members 
Mstep: Class 6 contains 11435 members 
Mstep: Class 7 contains 37423 members 
Mstep: Class 8 contains 28526 members 
Mstep: Class 9 contains 11502 members 
Mstep: Class 10 contains 54626 members 
Mstep: Class 11 contains 92274 members 
Mstep: Class 12 contains 36561 members 
Mstep: Class 13 contains 12548 members 
Mstep: Class 14 contains 1281 members 
Mstep: Class 15 contains 14206 members 
Mstep: Class 16 contains 6435 members 
Mstep: Class 17 contains 3710 members 
Mstep: Class 18 contains 2216 members 
Mstep: Class 19 contains 36228 members 
Mstep: Class 20 contains 5545 members 
Mstep: Class 21 contains 3821 members 
Mstep: Class 22 contains 7546 members 
Mstep: Class 23 contains 3977 members 
Mstep: Class 24 contains 3117 members 
Mstep: Class 25 contains 15343 members 
Mstep: Class 26 contains 33830 members 
Mstep: Class 27 contains 6300 members 
Mstep: Class 28 contains 19540 members 
Mstep: Class 29 contains 9435 members 
Mstep: Class 30 contains 34251 members 
Mstep: Class 31 contains 13788 members 
Mstep: Class 32 contains 12829 members 
Mstep: Class 33 contains 9434 members 
Mstep: Class 34 contains 78954 members 
Mstep: Class 35 contains 156972 members 
Mstep: Class 36 contains 4310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88002240.000000 Penalty: 73441.398438
Iteration 51Q: 37 clusters Score -8.800224e+07 nChanged 6094
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 64805 members 
Mstep: Class 2 contains 21342 members 
Mstep: Class 3 contains 14697 members 
Mstep: Class 4 contains 25652 members 
Mstep: Class 5 contains 5687 members 
Mstep: Class 6 contains 11428 members 
Mstep: Class 7 contains 37408 members 
Mstep: Class 8 contains 28451 members 
Mstep: Class 9 contains 11501 members 
Mstep: Class 10 contains 54402 members 
Mstep: Class 11 contains 89056 members 
Mstep: Class 12 contains 36595 members 
Mstep: Class 13 contains 12576 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 14268 members 
Mstep: Class 16 contains 6435 members 
Mstep: Class 17 contains 3712 members 
Mstep: Class 18 contains 2225 members 
Mstep: Class 19 contains 36740 members 
Mstep: Class 20 contains 5605 members 
Mstep: Class 21 contains 3835 members 
Mstep: Class 22 contains 7585 members 
Mstep: Class 23 contains 4004 members 
Mstep: Class 24 contains 3142 members 
Mstep: Class 25 contains 15345 members 
Mstep: Class 26 contains 33831 members 
Mstep: Class 27 contains 6285 members 
Mstep: Class 28 contains 19593 members 
Mstep: Class 29 contains 9471 members 
Mstep: Class 30 contains 34393 members 
Mstep: Class 31 contains 13814 members 
Mstep: Class 32 contains 12826 members 
Mstep: Class 33 contains 9433 members 
Mstep: Class 34 contains 78750 members 
Mstep: Class 35 contains 159247 members 
Mstep: Class 36 contains 4309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88004040.000000 Penalty: 73441.398438
Iteration 52Q: 37 clusters Score -8.800404e+07 nChanged 6215
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 64850 members 
Mstep: Class 2 contains 21345 members 
Mstep: Class 3 contains 14871 members 
Mstep: Class 4 contains 25845 members 
Mstep: Class 5 contains 5735 members 
Mstep: Class 6 contains 11418 members 
Mstep: Class 7 contains 37395 members 
Mstep: Class 8 contains 28370 members 
Mstep: Class 9 contains 11501 members 
Mstep: Class 10 contains 54156 members 
Mstep: Class 11 contains 85815 members 
Mstep: Class 12 contains 36567 members 
Mstep: Class 13 contains 12602 members 
Mstep: Class 14 contains 1294 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 6435 members 
Mstep: Class 17 contains 3714 members 
Mstep: Class 18 contains 2239 members 
Mstep: Class 19 contains 37225 members 
Mstep: Class 20 contains 5659 members 
Mstep: Class 21 contains 3836 members 
Mstep: Class 22 contains 7611 members 
Mstep: Class 23 contains 4033 members 
Mstep: Class 24 contains 3170 members 
Mstep: Class 25 contains 15348 members 
Mstep: Class 26 contains 33832 members 
Mstep: Class 27 contains 6257 members 
Mstep: Class 28 contains 19638 members 
Mstep: Class 29 contains 9498 members 
Mstep: Class 30 contains 34517 members 
Mstep: Class 31 contains 13836 members 
Mstep: Class 32 contains 12820 members 
Mstep: Class 33 contains 9430 members 
Mstep: Class 34 contains 78573 members 
Mstep: Class 35 contains 161650 members 
Mstep: Class 36 contains 4308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88005848.000000 Penalty: 73441.398438
Iteration 53Q: 37 clusters Score -8.800585e+07 nChanged 6285
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 64878 members 
Mstep: Class 2 contains 21346 members 
Mstep: Class 3 contains 15002 members 
Mstep: Class 4 contains 26058 members 
Mstep: Class 5 contains 5780 members 
Mstep: Class 6 contains 11412 members 
Mstep: Class 7 contains 37430 members 
Mstep: Class 8 contains 28280 members 
Mstep: Class 9 contains 11499 members 
Mstep: Class 10 contains 53867 members 
Mstep: Class 11 contains 82413 members 
Mstep: Class 12 contains 36523 members 
Mstep: Class 13 contains 12645 members 
Mstep: Class 14 contains 1301 members 
Mstep: Class 15 contains 14411 members 
Mstep: Class 16 contains 6433 members 
Mstep: Class 17 contains 3715 members 
Mstep: Class 18 contains 2252 members 
Mstep: Class 19 contains 37670 members 
Mstep: Class 20 contains 5719 members 
Mstep: Class 21 contains 3832 members 
Mstep: Class 22 contains 7638 members 
Mstep: Class 23 contains 4058 members 
Mstep: Class 24 contains 3186 members 
Mstep: Class 25 contains 15351 members 
Mstep: Class 26 contains 33833 members 
Mstep: Class 27 contains 6250 members 
Mstep: Class 28 contains 19670 members 
Mstep: Class 29 contains 9513 members 
Mstep: Class 30 contains 34628 members 
Mstep: Class 31 contains 13863 members 
Mstep: Class 32 contains 12817 members 
Mstep: Class 33 contains 9429 members 
Mstep: Class 34 contains 78452 members 
Mstep: Class 35 contains 164278 members 
Mstep: Class 36 contains 4305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88007848.000000 Penalty: 73441.398438
Iteration 54Q: 37 clusters Score -8.800785e+07 nChanged 6462
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 64910 members 
Mstep: Class 2 contains 21347 members 
Mstep: Class 3 contains 15126 members 
Mstep: Class 4 contains 26272 members 
Mstep: Class 5 contains 5822 members 
Mstep: Class 6 contains 11416 members 
Mstep: Class 7 contains 37475 members 
Mstep: Class 8 contains 28185 members 
Mstep: Class 9 contains 11499 members 
Mstep: Class 10 contains 53530 members 
Mstep: Class 11 contains 78931 members 
Mstep: Class 12 contains 36449 members 
Mstep: Class 13 contains 12702 members 
Mstep: Class 14 contains 1306 members 
Mstep: Class 15 contains 14485 members 
Mstep: Class 16 contains 6435 members 
Mstep: Class 17 contains 3718 members 
Mstep: Class 18 contains 2266 members 
Mstep: Class 19 contains 38127 members 
Mstep: Class 20 contains 5796 members 
Mstep: Class 21 contains 3836 members 
Mstep: Class 22 contains 7666 members 
Mstep: Class 23 contains 4083 members 
Mstep: Class 24 contains 3202 members 
Mstep: Class 25 contains 15351 members 
Mstep: Class 26 contains 33832 members 
Mstep: Class 27 contains 6253 members 
Mstep: Class 28 contains 19720 members 
Mstep: Class 29 contains 9518 members 
Mstep: Class 30 contains 34739 members 
Mstep: Class 31 contains 13888 members 
Mstep: Class 32 contains 12809 members 
Mstep: Class 33 contains 9443 members 
Mstep: Class 34 contains 78318 members 
Mstep: Class 35 contains 166978 members 
Mstep: Class 36 contains 4304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88009096.000000 Penalty: 73441.398438
Iteration 55Q: 37 clusters Score -8.80091e+07 nChanged 6246
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 64930 members 
Mstep: Class 2 contains 21349 members 
Mstep: Class 3 contains 15301 members 
Mstep: Class 4 contains 26460 members 
Mstep: Class 5 contains 5864 members 
Mstep: Class 6 contains 11417 members 
Mstep: Class 7 contains 37507 members 
Mstep: Class 8 contains 28088 members 
Mstep: Class 9 contains 11499 members 
Mstep: Class 10 contains 53203 members 
Mstep: Class 11 contains 75587 members 
Mstep: Class 12 contains 36327 members 
Mstep: Class 13 contains 12769 members 
Mstep: Class 14 contains 1309 members 
Mstep: Class 15 contains 14552 members 
Mstep: Class 16 contains 6436 members 
Mstep: Class 17 contains 3724 members 
Mstep: Class 18 contains 2279 members 
Mstep: Class 19 contains 38528 members 
Mstep: Class 20 contains 5875 members 
Mstep: Class 21 contains 3833 members 
Mstep: Class 22 contains 7685 members 
Mstep: Class 23 contains 4116 members 
Mstep: Class 24 contains 3208 members 
Mstep: Class 25 contains 15353 members 
Mstep: Class 26 contains 33828 members 
Mstep: Class 27 contains 6263 members 
Mstep: Class 28 contains 19765 members 
Mstep: Class 29 contains 9519 members 
Mstep: Class 30 contains 34825 members 
Mstep: Class 31 contains 13908 members 
Mstep: Class 32 contains 12803 members 
Mstep: Class 33 contains 9461 members 
Mstep: Class 34 contains 78188 members 
Mstep: Class 35 contains 169674 members 
Mstep: Class 36 contains 4304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88010680.000000 Penalty: 73441.398438
Iteration 56Q: 37 clusters Score -8.801068e+07 nChanged 6140
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 64949 members 
Mstep: Class 2 contains 21349 members 
Mstep: Class 3 contains 15484 members 
Mstep: Class 4 contains 26623 members 
Mstep: Class 5 contains 5898 members 
Mstep: Class 6 contains 11414 members 
Mstep: Class 7 contains 37556 members 
Mstep: Class 8 contains 28011 members 
Mstep: Class 9 contains 11499 members 
Mstep: Class 10 contains 52846 members 
Mstep: Class 11 contains 72297 members 
Mstep: Class 12 contains 36218 members 
Mstep: Class 13 contains 12834 members 
Mstep: Class 14 contains 1320 members 
Mstep: Class 15 contains 14589 members 
Mstep: Class 16 contains 6435 members 
Mstep: Class 17 contains 3728 members 
Mstep: Class 18 contains 2285 members 
Mstep: Class 19 contains 38894 members 
Mstep: Class 20 contains 5952 members 
Mstep: Class 21 contains 3843 members 
Mstep: Class 22 contains 7693 members 
Mstep: Class 23 contains 4138 members 
Mstep: Class 24 contains 3220 members 
Mstep: Class 25 contains 15354 members 
Mstep: Class 26 contains 33832 members 
Mstep: Class 27 contains 6252 members 
Mstep: Class 28 contains 19837 members 
Mstep: Class 29 contains 9520 members 
Mstep: Class 30 contains 34880 members 
Mstep: Class 31 contains 13927 members 
Mstep: Class 32 contains 12796 members 
Mstep: Class 33 contains 9473 members 
Mstep: Class 34 contains 78096 members 
Mstep: Class 35 contains 172391 members 
Mstep: Class 36 contains 4304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88012592.000000 Penalty: 73441.398438
Iteration 57Q: 37 clusters Score -8.801259e+07 nChanged 6150
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 64962 members 
Mstep: Class 2 contains 21346 members 
Mstep: Class 3 contains 15686 members 
Mstep: Class 4 contains 26816 members 
Mstep: Class 5 contains 5927 members 
Mstep: Class 6 contains 11415 members 
Mstep: Class 7 contains 37609 members 
Mstep: Class 8 contains 27931 members 
Mstep: Class 9 contains 11500 members 
Mstep: Class 10 contains 52529 members 
Mstep: Class 11 contains 69011 members 
Mstep: Class 12 contains 36107 members 
Mstep: Class 13 contains 12881 members 
Mstep: Class 14 contains 1329 members 
Mstep: Class 15 contains 14615 members 
Mstep: Class 16 contains 6436 members 
Mstep: Class 17 contains 3728 members 
Mstep: Class 18 contains 2293 members 
Mstep: Class 19 contains 39242 members 
Mstep: Class 20 contains 6046 members 
Mstep: Class 21 contains 3851 members 
Mstep: Class 22 contains 7704 members 
Mstep: Class 23 contains 4161 members 
Mstep: Class 24 contains 3233 members 
Mstep: Class 25 contains 15355 members 
Mstep: Class 26 contains 33831 members 
Mstep: Class 27 contains 6248 members 
Mstep: Class 28 contains 19925 members 
Mstep: Class 29 contains 9521 members 
Mstep: Class 30 contains 34895 members 
Mstep: Class 31 contains 13945 members 
Mstep: Class 32 contains 12792 members 
Mstep: Class 33 contains 9485 members 
Mstep: Class 34 contains 77963 members 
Mstep: Class 35 contains 175118 members 
Mstep: Class 36 contains 4301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88014232.000000 Penalty: 73441.398438
Iteration 58Q: 37 clusters Score -8.801423e+07 nChanged 5909
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 64994 members 
Mstep: Class 2 contains 21345 members 
Mstep: Class 3 contains 15844 members 
Mstep: Class 4 contains 26976 members 
Mstep: Class 5 contains 5951 members 
Mstep: Class 6 contains 11417 members 
Mstep: Class 7 contains 37638 members 
Mstep: Class 8 contains 27869 members 
Mstep: Class 9 contains 11500 members 
Mstep: Class 10 contains 52272 members 
Mstep: Class 11 contains 65855 members 
Mstep: Class 12 contains 35945 members 
Mstep: Class 13 contains 12946 members 
Mstep: Class 14 contains 1339 members 
Mstep: Class 15 contains 14648 members 
Mstep: Class 16 contains 6435 members 
Mstep: Class 17 contains 3727 members 
Mstep: Class 18 contains 2303 members 
Mstep: Class 19 contains 39554 members 
Mstep: Class 20 contains 6134 members 
Mstep: Class 21 contains 3853 members 
Mstep: Class 22 contains 7721 members 
Mstep: Class 23 contains 4175 members 
Mstep: Class 24 contains 3243 members 
Mstep: Class 25 contains 15354 members 
Mstep: Class 26 contains 33832 members 
Mstep: Class 27 contains 6246 members 
Mstep: Class 28 contains 20025 members 
Mstep: Class 29 contains 9518 members 
Mstep: Class 30 contains 34871 members 
Mstep: Class 31 contains 13971 members 
Mstep: Class 32 contains 12792 members 
Mstep: Class 33 contains 9502 members 
Mstep: Class 34 contains 77833 members 
Mstep: Class 35 contains 177808 members 
Mstep: Class 36 contains 4301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88016088.000000 Penalty: 73441.398438
Iteration 59Q: 37 clusters Score -8.801609e+07 nChanged 5499
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 65020 members 
Mstep: Class 2 contains 21345 members 
Mstep: Class 3 contains 15960 members 
Mstep: Class 4 contains 27127 members 
Mstep: Class 5 contains 5994 members 
Mstep: Class 6 contains 11410 members 
Mstep: Class 7 contains 37707 members 
Mstep: Class 8 contains 27810 members 
Mstep: Class 9 contains 11500 members 
Mstep: Class 10 contains 52099 members 
Mstep: Class 11 contains 62926 members 
Mstep: Class 12 contains 35766 members 
Mstep: Class 13 contains 13005 members 
Mstep: Class 14 contains 1346 members 
Mstep: Class 15 contains 14675 members 
Mstep: Class 16 contains 6437 members 
Mstep: Class 17 contains 3725 members 
Mstep: Class 18 contains 2305 members 
Mstep: Class 19 contains 39845 members 
Mstep: Class 20 contains 6241 members 
Mstep: Class 21 contains 3851 members 
Mstep: Class 22 contains 7740 members 
Mstep: Class 23 contains 4193 members 
Mstep: Class 24 contains 3249 members 
Mstep: Class 25 contains 15355 members 
Mstep: Class 26 contains 33835 members 
Mstep: Class 27 contains 6249 members 
Mstep: Class 28 contains 20107 members 
Mstep: Class 29 contains 9522 members 
Mstep: Class 30 contains 34813 members 
Mstep: Class 31 contains 14002 members 
Mstep: Class 32 contains 12790 members 
Mstep: Class 33 contains 9513 members 
Mstep: Class 34 contains 77689 members 
Mstep: Class 35 contains 180285 members 
Mstep: Class 36 contains 4301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88017904.000000 Penalty: 73441.398438
Iteration 60F: 37 clusters Score -8.80179e+07 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 65022 members 
Mstep: Class 2 contains 21345 members 
Mstep: Class 3 contains 16106 members 
Mstep: Class 4 contains 27270 members 
Mstep: Class 5 contains 6020 members 
Mstep: Class 6 contains 11405 members 
Mstep: Class 7 contains 37757 members 
Mstep: Class 8 contains 27765 members 
Mstep: Class 9 contains 11500 members 
Mstep: Class 10 contains 51912 members 
Mstep: Class 11 contains 60137 members 
Mstep: Class 12 contains 35570 members 
Mstep: Class 13 contains 13047 members 
Mstep: Class 14 contains 1352 members 
Mstep: Class 15 contains 14682 members 
Mstep: Class 16 contains 6437 members 
Mstep: Class 17 contains 3724 members 
Mstep: Class 18 contains 2343 members 
Mstep: Class 19 contains 40146 members 
Mstep: Class 20 contains 6352 members 
Mstep: Class 21 contains 3821 members 
Mstep: Class 22 contains 7775 members 
Mstep: Class 23 contains 4239 members 
Mstep: Class 24 contains 3258 members 
Mstep: Class 25 contains 15356 members 
Mstep: Class 26 contains 33832 members 
Mstep: Class 27 contains 6248 members 
Mstep: Class 28 contains 20183 members 
Mstep: Class 29 contains 9523 members 
Mstep: Class 30 contains 34697 members 
Mstep: Class 31 contains 14031 members 
Mstep: Class 32 contains 12783 members 
Mstep: Class 33 contains 9514 members 
Mstep: Class 34 contains 77559 members 
Mstep: Class 35 contains 182730 members 
Mstep: Class 36 contains 4301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88019760.000000 Penalty: 73441.398438
Iteration 61Q: 37 clusters Score -8.801976e+07 nChanged 5419
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 65031 members 
Mstep: Class 2 contains 21344 members 
Mstep: Class 3 contains 16230 members 
Mstep: Class 4 contains 27437 members 
Mstep: Class 5 contains 6071 members 
Mstep: Class 6 contains 11403 members 
Mstep: Class 7 contains 37817 members 
Mstep: Class 8 contains 27718 members 
Mstep: Class 9 contains 11499 members 
Mstep: Class 10 contains 51752 members 
Mstep: Class 11 contains 57505 members 
Mstep: Class 12 contains 35375 members 
Mstep: Class 13 contains 13090 members 
Mstep: Class 14 contains 1361 members 
Mstep: Class 15 contains 14657 members 
Mstep: Class 16 contains 6440 members 
Mstep: Class 17 contains 3724 members 
Mstep: Class 18 contains 2362 members 
Mstep: Class 19 contains 40410 members 
Mstep: Class 20 contains 6450 members 
Mstep: Class 21 contains 3805 members 
Mstep: Class 22 contains 7798 members 
Mstep: Class 23 contains 4278 members 
Mstep: Class 24 contains 3261 members 
Mstep: Class 25 contains 15356 members 
Mstep: Class 26 contains 33832 members 
Mstep: Class 27 contains 6251 members 
Mstep: Class 28 contains 20262 members 
Mstep: Class 29 contains 9521 members 
Mstep: Class 30 contains 34521 members 
Mstep: Class 31 contains 14064 members 
Mstep: Class 32 contains 12770 members 
Mstep: Class 33 contains 9524 members 
Mstep: Class 34 contains 77485 members 
Mstep: Class 35 contains 185038 members 
Mstep: Class 36 contains 4303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88021520.000000 Penalty: 73441.398438
Iteration 62Q: 37 clusters Score -8.802152e+07 nChanged 5152
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 65044 members 
Mstep: Class 2 contains 21345 members 
Mstep: Class 3 contains 16317 members 
Mstep: Class 4 contains 27599 members 
Mstep: Class 5 contains 6110 members 
Mstep: Class 6 contains 11403 members 
Mstep: Class 7 contains 37870 members 
Mstep: Class 8 contains 27667 members 
Mstep: Class 9 contains 11501 members 
Mstep: Class 10 contains 51628 members 
Mstep: Class 11 contains 55087 members 
Mstep: Class 12 contains 35243 members 
Mstep: Class 13 contains 13127 members 
Mstep: Class 14 contains 1371 members 
Mstep: Class 15 contains 14621 members 
Mstep: Class 16 contains 6443 members 
Mstep: Class 17 contains 3724 members 
Mstep: Class 18 contains 2358 members 
Mstep: Class 19 contains 40634 members 
Mstep: Class 20 contains 6559 members 
Mstep: Class 21 contains 3783 members 
Mstep: Class 22 contains 7821 members 
Mstep: Class 23 contains 4311 members 
Mstep: Class 24 contains 3270 members 
Mstep: Class 25 contains 15358 members 
Mstep: Class 26 contains 33827 members 
Mstep: Class 27 contains 6258 members 
Mstep: Class 28 contains 20338 members 
Mstep: Class 29 contains 9511 members 
Mstep: Class 30 contains 34283 members 
Mstep: Class 31 contains 14098 members 
Mstep: Class 32 contains 12765 members 
Mstep: Class 33 contains 9534 members 
Mstep: Class 34 contains 77422 members 
Mstep: Class 35 contains 187206 members 
Mstep: Class 36 contains 4309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88022568.000000 Penalty: 73441.398438
Iteration 63Q: 37 clusters Score -8.802257e+07 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 65068 members 
Mstep: Class 2 contains 21345 members 
Mstep: Class 3 contains 16418 members 
Mstep: Class 4 contains 27740 members 
Mstep: Class 5 contains 6147 members 
Mstep: Class 6 contains 11396 members 
Mstep: Class 7 contains 37938 members 
Mstep: Class 8 contains 27635 members 
Mstep: Class 9 contains 11501 members 
Mstep: Class 10 contains 51521 members 
Mstep: Class 11 contains 52792 members 
Mstep: Class 12 contains 35111 members 
Mstep: Class 13 contains 13171 members 
Mstep: Class 14 contains 1376 members 
Mstep: Class 15 contains 14573 members 
Mstep: Class 16 contains 6445 members 
Mstep: Class 17 contains 3725 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 40859 members 
Mstep: Class 20 contains 6662 members 
Mstep: Class 21 contains 3766 members 
Mstep: Class 22 contains 7834 members 
Mstep: Class 23 contains 4347 members 
Mstep: Class 24 contains 3283 members 
Mstep: Class 25 contains 15359 members 
Mstep: Class 26 contains 33823 members 
Mstep: Class 27 contains 6268 members 
Mstep: Class 28 contains 20420 members 
Mstep: Class 29 contains 9494 members 
Mstep: Class 30 contains 33995 members 
Mstep: Class 31 contains 14119 members 
Mstep: Class 32 contains 12762 members 
Mstep: Class 33 contains 9541 members 
Mstep: Class 34 contains 77323 members 
Mstep: Class 35 contains 189327 members 
Mstep: Class 36 contains 4308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88024408.000000 Penalty: 73441.398438
Iteration 64Q: 37 clusters Score -8.802441e+07 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 65063 members 
Mstep: Class 2 contains 21342 members 
Mstep: Class 3 contains 16529 members 
Mstep: Class 4 contains 27893 members 
Mstep: Class 5 contains 6209 members 
Mstep: Class 6 contains 11391 members 
Mstep: Class 7 contains 38033 members 
Mstep: Class 8 contains 27601 members 
Mstep: Class 9 contains 11503 members 
Mstep: Class 10 contains 51417 members 
Mstep: Class 11 contains 50726 members 
Mstep: Class 12 contains 34948 members 
Mstep: Class 13 contains 13214 members 
Mstep: Class 14 contains 1381 members 
Mstep: Class 15 contains 14498 members 
Mstep: Class 16 contains 6446 members 
Mstep: Class 17 contains 3727 members 
Mstep: Class 18 contains 2349 members 
Mstep: Class 19 contains 41064 members 
Mstep: Class 20 contains 6776 members 
Mstep: Class 21 contains 3743 members 
Mstep: Class 22 contains 7849 members 
Mstep: Class 23 contains 4385 members 
Mstep: Class 24 contains 3302 members 
Mstep: Class 25 contains 15364 members 
Mstep: Class 26 contains 33822 members 
Mstep: Class 27 contains 6272 members 
Mstep: Class 28 contains 20492 members 
Mstep: Class 29 contains 9487 members 
Mstep: Class 30 contains 33645 members 
Mstep: Class 31 contains 14131 members 
Mstep: Class 32 contains 12750 members 
Mstep: Class 33 contains 9541 members 
Mstep: Class 34 contains 77215 members 
Mstep: Class 35 contains 191328 members 
Mstep: Class 36 contains 4309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88025744.000000 Penalty: 73441.398438
Iteration 65Q: 37 clusters Score -8.802574e+07 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 65057 members 
Mstep: Class 2 contains 21343 members 
Mstep: Class 3 contains 16602 members 
Mstep: Class 4 contains 28036 members 
Mstep: Class 5 contains 6256 members 
Mstep: Class 6 contains 11382 members 
Mstep: Class 7 contains 38111 members 
Mstep: Class 8 contains 27563 members 
Mstep: Class 9 contains 11505 members 
Mstep: Class 10 contains 51357 members 
Mstep: Class 11 contains 48870 members 
Mstep: Class 12 contains 34789 members 
Mstep: Class 13 contains 13249 members 
Mstep: Class 14 contains 1386 members 
Mstep: Class 15 contains 14405 members 
Mstep: Class 16 contains 6448 members 
Mstep: Class 17 contains 3727 members 
Mstep: Class 18 contains 2327 members 
Mstep: Class 19 contains 41270 members 
Mstep: Class 20 contains 6883 members 
Mstep: Class 21 contains 3720 members 
Mstep: Class 22 contains 7864 members 
Mstep: Class 23 contains 4426 members 
Mstep: Class 24 contains 3318 members 
Mstep: Class 25 contains 15363 members 
Mstep: Class 26 contains 33818 members 
Mstep: Class 27 contains 6293 members 
Mstep: Class 28 contains 20564 members 
Mstep: Class 29 contains 9483 members 
Mstep: Class 30 contains 33199 members 
Mstep: Class 31 contains 14144 members 
Mstep: Class 32 contains 12755 members 
Mstep: Class 33 contains 9532 members 
Mstep: Class 34 contains 77117 members 
Mstep: Class 35 contains 193276 members 
Mstep: Class 36 contains 4307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88026600.000000 Penalty: 73441.398438
Iteration 66Q: 37 clusters Score -8.80266e+07 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 65034 members 
Mstep: Class 2 contains 21345 members 
Mstep: Class 3 contains 16678 members 
Mstep: Class 4 contains 28188 members 
Mstep: Class 5 contains 6306 members 
Mstep: Class 6 contains 11383 members 
Mstep: Class 7 contains 38175 members 
Mstep: Class 8 contains 27532 members 
Mstep: Class 9 contains 11506 members 
Mstep: Class 10 contains 51310 members 
Mstep: Class 11 contains 47277 members 
Mstep: Class 12 contains 34605 members 
Mstep: Class 13 contains 13275 members 
Mstep: Class 14 contains 1393 members 
Mstep: Class 15 contains 14319 members 
Mstep: Class 16 contains 6449 members 
Mstep: Class 17 contains 3727 members 
Mstep: Class 18 contains 2311 members 
Mstep: Class 19 contains 41437 members 
Mstep: Class 20 contains 6992 members 
Mstep: Class 21 contains 3694 members 
Mstep: Class 22 contains 7885 members 
Mstep: Class 23 contains 4460 members 
Mstep: Class 24 contains 3324 members 
Mstep: Class 25 contains 15363 members 
Mstep: Class 26 contains 33818 members 
Mstep: Class 27 contains 6302 members 
Mstep: Class 28 contains 20633 members 
Mstep: Class 29 contains 9487 members 
Mstep: Class 30 contains 32766 members 
Mstep: Class 31 contains 14162 members 
Mstep: Class 32 contains 12755 members 
Mstep: Class 33 contains 9541 members 
Mstep: Class 34 contains 77000 members 
Mstep: Class 35 contains 195005 members 
Mstep: Class 36 contains 4308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88027192.000000 Penalty: 73441.398438
Iteration 67Q: 37 clusters Score -8.802719e+07 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 65020 members 
Mstep: Class 2 contains 21347 members 
Mstep: Class 3 contains 16703 members 
Mstep: Class 4 contains 28364 members 
Mstep: Class 5 contains 6345 members 
Mstep: Class 6 contains 11382 members 
Mstep: Class 7 contains 38203 members 
Mstep: Class 8 contains 27494 members 
Mstep: Class 9 contains 11506 members 
Mstep: Class 10 contains 51284 members 
Mstep: Class 11 contains 46016 members 
Mstep: Class 12 contains 34433 members 
Mstep: Class 13 contains 13310 members 
Mstep: Class 14 contains 1392 members 
Mstep: Class 15 contains 14242 members 
Mstep: Class 16 contains 6449 members 
Mstep: Class 17 contains 3727 members 
Mstep: Class 18 contains 2301 members 
Mstep: Class 19 contains 41600 members 
Mstep: Class 20 contains 7089 members 
Mstep: Class 21 contains 3676 members 
Mstep: Class 22 contains 7916 members 
Mstep: Class 23 contains 4479 members 
Mstep: Class 24 contains 3331 members 
Mstep: Class 25 contains 15364 members 
Mstep: Class 26 contains 33816 members 
Mstep: Class 27 contains 6305 members 
Mstep: Class 28 contains 20703 members 
Mstep: Class 29 contains 9479 members 
Mstep: Class 30 contains 32295 members 
Mstep: Class 31 contains 14172 members 
Mstep: Class 32 contains 12760 members 
Mstep: Class 33 contains 9549 members 
Mstep: Class 34 contains 76856 members 
Mstep: Class 35 contains 196528 members 
Mstep: Class 36 contains 4309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88028296.000000 Penalty: 73441.398438
Iteration 68Q: 37 clusters Score -8.80283e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 65015 members 
Mstep: Class 2 contains 21348 members 
Mstep: Class 3 contains 16763 members 
Mstep: Class 4 contains 28519 members 
Mstep: Class 5 contains 6397 members 
Mstep: Class 6 contains 11378 members 
Mstep: Class 7 contains 38223 members 
Mstep: Class 8 contains 27457 members 
Mstep: Class 9 contains 11506 members 
Mstep: Class 10 contains 51255 members 
Mstep: Class 11 contains 45014 members 
Mstep: Class 12 contains 34251 members 
Mstep: Class 13 contains 13350 members 
Mstep: Class 14 contains 1392 members 
Mstep: Class 15 contains 14146 members 
Mstep: Class 16 contains 6449 members 
Mstep: Class 17 contains 3728 members 
Mstep: Class 18 contains 2297 members 
Mstep: Class 19 contains 41755 members 
Mstep: Class 20 contains 7172 members 
Mstep: Class 21 contains 3667 members 
Mstep: Class 22 contains 7939 members 
Mstep: Class 23 contains 4488 members 
Mstep: Class 24 contains 3334 members 
Mstep: Class 25 contains 15364 members 
Mstep: Class 26 contains 33817 members 
Mstep: Class 27 contains 6304 members 
Mstep: Class 28 contains 20781 members 
Mstep: Class 29 contains 9473 members 
Mstep: Class 30 contains 31787 members 
Mstep: Class 31 contains 14190 members 
Mstep: Class 32 contains 12759 members 
Mstep: Class 33 contains 9547 members 
Mstep: Class 34 contains 76730 members 
Mstep: Class 35 contains 197840 members 
Mstep: Class 36 contains 4310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88028648.000000 Penalty: 73441.398438
Iteration 69Q: 37 clusters Score -8.802865e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 64983 members 
Mstep: Class 2 contains 21346 members 
Mstep: Class 3 contains 16806 members 
Mstep: Class 4 contains 28654 members 
Mstep: Class 5 contains 6456 members 
Mstep: Class 6 contains 11377 members 
Mstep: Class 7 contains 38256 members 
Mstep: Class 8 contains 27427 members 
Mstep: Class 9 contains 11505 members 
Mstep: Class 10 contains 51243 members 
Mstep: Class 11 contains 44234 members 
Mstep: Class 12 contains 34090 members 
Mstep: Class 13 contains 13359 members 
Mstep: Class 14 contains 1397 members 
Mstep: Class 15 contains 14035 members 
Mstep: Class 16 contains 6449 members 
Mstep: Class 17 contains 3728 members 
Mstep: Class 18 contains 2294 members 
Mstep: Class 19 contains 41915 members 
Mstep: Class 20 contains 7277 members 
Mstep: Class 21 contains 3663 members 
Mstep: Class 22 contains 7957 members 
Mstep: Class 23 contains 4492 members 
Mstep: Class 24 contains 3343 members 
Mstep: Class 25 contains 15364 members 
Mstep: Class 26 contains 33820 members 
Mstep: Class 27 contains 6306 members 
Mstep: Class 28 contains 20841 members 
Mstep: Class 29 contains 9466 members 
Mstep: Class 30 contains 31248 members 
Mstep: Class 31 contains 14209 members 
Mstep: Class 32 contains 12759 members 
Mstep: Class 33 contains 9546 members 
Mstep: Class 34 contains 76614 members 
Mstep: Class 35 contains 198975 members 
Mstep: Class 36 contains 4311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88029032.000000 Penalty: 73441.398438
Iteration 70Q: 37 clusters Score -8.802903e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 64939 members 
Mstep: Class 2 contains 21344 members 
Mstep: Class 3 contains 16858 members 
Mstep: Class 4 contains 28792 members 
Mstep: Class 5 contains 6498 members 
Mstep: Class 6 contains 11375 members 
Mstep: Class 7 contains 38288 members 
Mstep: Class 8 contains 27399 members 
Mstep: Class 9 contains 11505 members 
Mstep: Class 10 contains 51233 members 
Mstep: Class 11 contains 43618 members 
Mstep: Class 12 contains 33944 members 
Mstep: Class 13 contains 13356 members 
Mstep: Class 14 contains 1399 members 
Mstep: Class 15 contains 13914 members 
Mstep: Class 16 contains 6449 members 
Mstep: Class 17 contains 3728 members 
Mstep: Class 18 contains 2290 members 
Mstep: Class 19 contains 42091 members 
Mstep: Class 20 contains 7382 members 
Mstep: Class 21 contains 3659 members 
Mstep: Class 22 contains 7964 members 
Mstep: Class 23 contains 4495 members 
Mstep: Class 24 contains 3349 members 
Mstep: Class 25 contains 15367 members 
Mstep: Class 26 contains 33820 members 
Mstep: Class 27 contains 6304 members 
Mstep: Class 28 contains 20885 members 
Mstep: Class 29 contains 9466 members 
Mstep: Class 30 contains 30718 members 
Mstep: Class 31 contains 14222 members 
Mstep: Class 32 contains 12762 members 
Mstep: Class 33 contains 9552 members 
Mstep: Class 34 contains 76463 members 
Mstep: Class 35 contains 200006 members 
Mstep: Class 36 contains 4311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88029096.000000 Penalty: 73441.398438
Iteration 71Q: 37 clusters Score -8.80291e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 64899 members 
Mstep: Class 2 contains 21343 members 
Mstep: Class 3 contains 16912 members 
Mstep: Class 4 contains 28929 members 
Mstep: Class 5 contains 6537 members 
Mstep: Class 6 contains 11374 members 
Mstep: Class 7 contains 38333 members 
Mstep: Class 8 contains 27364 members 
Mstep: Class 9 contains 11505 members 
Mstep: Class 10 contains 51210 members 
Mstep: Class 11 contains 43106 members 
Mstep: Class 12 contains 33820 members 
Mstep: Class 13 contains 13371 members 
Mstep: Class 14 contains 1402 members 
Mstep: Class 15 contains 13826 members 
Mstep: Class 16 contains 6449 members 
Mstep: Class 17 contains 3728 members 
Mstep: Class 18 contains 2289 members 
Mstep: Class 19 contains 42235 members 
Mstep: Class 20 contains 7497 members 
Mstep: Class 21 contains 3656 members 
Mstep: Class 22 contains 7971 members 
Mstep: Class 23 contains 4497 members 
Mstep: Class 24 contains 3354 members 
Mstep: Class 25 contains 15367 members 
Mstep: Class 26 contains 33820 members 
Mstep: Class 27 contains 6302 members 
Mstep: Class 28 contains 20930 members 
Mstep: Class 29 contains 9455 members 
Mstep: Class 30 contains 30169 members 
Mstep: Class 31 contains 14234 members 
Mstep: Class 32 contains 12764 members 
Mstep: Class 33 contains 9554 members 
Mstep: Class 34 contains 76330 members 
Mstep: Class 35 contains 200902 members 
Mstep: Class 36 contains 4311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88029392.000000 Penalty: 73441.398438
Iteration 72Q: 37 clusters Score -8.802939e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 64889 members 
Mstep: Class 2 contains 21343 members 
Mstep: Class 3 contains 16955 members 
Mstep: Class 4 contains 29068 members 
Mstep: Class 5 contains 6570 members 
Mstep: Class 6 contains 11371 members 
Mstep: Class 7 contains 38367 members 
Mstep: Class 8 contains 27332 members 
Mstep: Class 9 contains 11503 members 
Mstep: Class 10 contains 51188 members 
Mstep: Class 11 contains 42731 members 
Mstep: Class 12 contains 33696 members 
Mstep: Class 13 contains 13376 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 13742 members 
Mstep: Class 16 contains 6449 members 
Mstep: Class 17 contains 3728 members 
Mstep: Class 18 contains 2289 members 
Mstep: Class 19 contains 42354 members 
Mstep: Class 20 contains 7612 members 
Mstep: Class 21 contains 3655 members 
Mstep: Class 22 contains 7974 members 
Mstep: Class 23 contains 4500 members 
Mstep: Class 24 contains 3360 members 
Mstep: Class 25 contains 15367 members 
Mstep: Class 26 contains 33820 members 
Mstep: Class 27 contains 6309 members 
Mstep: Class 28 contains 20971 members 
Mstep: Class 29 contains 9446 members 
Mstep: Class 30 contains 29627 members 
Mstep: Class 31 contains 14252 members 
Mstep: Class 32 contains 12768 members 
Mstep: Class 33 contains 9554 members 
Mstep: Class 34 contains 76181 members 
Mstep: Class 35 contains 201686 members 
Mstep: Class 36 contains 4309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88029600.000000 Penalty: 73441.398438
Iteration 73Q: 37 clusters Score -8.80296e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 64858 members 
Mstep: Class 2 contains 21343 members 
Mstep: Class 3 contains 16987 members 
Mstep: Class 4 contains 29193 members 
Mstep: Class 5 contains 6600 members 
Mstep: Class 6 contains 11368 members 
Mstep: Class 7 contains 38399 members 
Mstep: Class 8 contains 27289 members 
Mstep: Class 9 contains 11503 members 
Mstep: Class 10 contains 51180 members 
Mstep: Class 11 contains 42432 members 
Mstep: Class 12 contains 33585 members 
Mstep: Class 13 contains 13393 members 
Mstep: Class 14 contains 1405 members 
Mstep: Class 15 contains 13647 members 
Mstep: Class 16 contains 6449 members 
Mstep: Class 17 contains 3728 members 
Mstep: Class 18 contains 2289 members 
Mstep: Class 19 contains 42480 members 
Mstep: Class 20 contains 7722 members 
Mstep: Class 21 contains 3654 members 
Mstep: Class 22 contains 7976 members 
Mstep: Class 23 contains 4509 members 
Mstep: Class 24 contains 3359 members 
Mstep: Class 25 contains 15367 members 
Mstep: Class 26 contains 33819 members 
Mstep: Class 27 contains 6309 members 
Mstep: Class 28 contains 21006 members 
Mstep: Class 29 contains 9442 members 
Mstep: Class 30 contains 29095 members 
Mstep: Class 31 contains 14268 members 
Mstep: Class 32 contains 12774 members 
Mstep: Class 33 contains 9555 members 
Mstep: Class 34 contains 76045 members 
Mstep: Class 35 contains 202410 members 
Mstep: Class 36 contains 4307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88029704.000000 Penalty: 73441.398438
Iteration 74Q: 37 clusters Score -8.80297e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 64823 members 
Mstep: Class 2 contains 21341 members 
Mstep: Class 3 contains 17019 members 
Mstep: Class 4 contains 29343 members 
Mstep: Class 5 contains 6650 members 
Mstep: Class 6 contains 11362 members 
Mstep: Class 7 contains 38429 members 
Mstep: Class 8 contains 27233 members 
Mstep: Class 9 contains 11503 members 
Mstep: Class 10 contains 51179 members 
Mstep: Class 11 contains 42165 members 
Mstep: Class 12 contains 33479 members 
Mstep: Class 13 contains 13407 members 
Mstep: Class 14 contains 1408 members 
Mstep: Class 15 contains 13550 members 
Mstep: Class 16 contains 6449 members 
Mstep: Class 17 contains 3728 members 
Mstep: Class 18 contains 2287 members 
Mstep: Class 19 contains 42594 members 
Mstep: Class 20 contains 7819 members 
Mstep: Class 21 contains 3655 members 
Mstep: Class 22 contains 7981 members 
Mstep: Class 23 contains 4514 members 
Mstep: Class 24 contains 3360 members 
Mstep: Class 25 contains 15368 members 
Mstep: Class 26 contains 33819 members 
Mstep: Class 27 contains 6317 members 
Mstep: Class 28 contains 21039 members 
Mstep: Class 29 contains 9428 members 
Mstep: Class 30 contains 28576 members 
Mstep: Class 31 contains 14277 members 
Mstep: Class 32 contains 12777 members 
Mstep: Class 33 contains 9557 members 
Mstep: Class 34 contains 75912 members 
Mstep: Class 35 contains 203094 members 
Mstep: Class 36 contains 4303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88029936.000000 Penalty: 73441.398438
Iteration 75Q: 37 clusters Score -8.802994e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 64804 members 
Mstep: Class 2 contains 21339 members 
Mstep: Class 3 contains 17043 members 
Mstep: Class 4 contains 29469 members 
Mstep: Class 5 contains 6694 members 
Mstep: Class 6 contains 11353 members 
Mstep: Class 7 contains 38453 members 
Mstep: Class 8 contains 27191 members 
Mstep: Class 9 contains 11503 members 
Mstep: Class 10 contains 51177 members 
Mstep: Class 11 contains 41963 members 
Mstep: Class 12 contains 33382 members 
Mstep: Class 13 contains 13434 members 
Mstep: Class 14 contains 1408 members 
Mstep: Class 15 contains 13472 members 
Mstep: Class 16 contains 6449 members 
Mstep: Class 17 contains 3728 members 
Mstep: Class 18 contains 2285 members 
Mstep: Class 19 contains 42685 members 
Mstep: Class 20 contains 7936 members 
Mstep: Class 21 contains 3653 members 
Mstep: Class 22 contains 7977 members 
Mstep: Class 23 contains 4523 members 
Mstep: Class 24 contains 3365 members 
Mstep: Class 25 contains 15368 members 
Mstep: Class 26 contains 33819 members 
Mstep: Class 27 contains 6311 members 
Mstep: Class 28 contains 21048 members 
Mstep: Class 29 contains 9419 members 
Mstep: Class 30 contains 28065 members 
Mstep: Class 31 contains 14286 members 
Mstep: Class 32 contains 12780 members 
Mstep: Class 33 contains 9559 members 
Mstep: Class 34 contains 75762 members 
Mstep: Class 35 contains 203744 members 
Mstep: Class 36 contains 4298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88030040.000000 Penalty: 73441.398438
Iteration 76Q: 37 clusters Score -8.803004e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 64795 members 
Mstep: Class 2 contains 21339 members 
Mstep: Class 3 contains 17070 members 
Mstep: Class 4 contains 29585 members 
Mstep: Class 5 contains 6728 members 
Mstep: Class 6 contains 11350 members 
Mstep: Class 7 contains 38467 members 
Mstep: Class 8 contains 27146 members 
Mstep: Class 9 contains 11502 members 
Mstep: Class 10 contains 51172 members 
Mstep: Class 11 contains 41829 members 
Mstep: Class 12 contains 33268 members 
Mstep: Class 13 contains 13453 members 
Mstep: Class 14 contains 1409 members 
Mstep: Class 15 contains 13407 members 
Mstep: Class 16 contains 6450 members 
Mstep: Class 17 contains 3728 members 
Mstep: Class 18 contains 2283 members 
Mstep: Class 19 contains 42782 members 
Mstep: Class 20 contains 8033 members 
Mstep: Class 21 contains 3655 members 
Mstep: Class 22 contains 7972 members 
Mstep: Class 23 contains 4527 members 
Mstep: Class 24 contains 3374 members 
Mstep: Class 25 contains 15368 members 
Mstep: Class 26 contains 33818 members 
Mstep: Class 27 contains 6306 members 
Mstep: Class 28 contains 21061 members 
Mstep: Class 29 contains 9419 members 
Mstep: Class 30 contains 27544 members 
Mstep: Class 31 contains 14291 members 
Mstep: Class 32 contains 12784 members 
Mstep: Class 33 contains 9556 members 
Mstep: Class 34 contains 75632 members 
Mstep: Class 35 contains 204346 members 
Mstep: Class 36 contains 4296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88030288.000000 Penalty: 73441.398438
Iteration 77Q: 37 clusters Score -8.803029e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 64779 members 
Mstep: Class 2 contains 21338 members 
Mstep: Class 3 contains 17107 members 
Mstep: Class 4 contains 29681 members 
Mstep: Class 5 contains 6769 members 
Mstep: Class 6 contains 11349 members 
Mstep: Class 7 contains 38472 members 
Mstep: Class 8 contains 27105 members 
Mstep: Class 9 contains 11502 members 
Mstep: Class 10 contains 51170 members 
Mstep: Class 11 contains 41721 members 
Mstep: Class 12 contains 33121 members 
Mstep: Class 13 contains 13463 members 
Mstep: Class 14 contains 1409 members 
Mstep: Class 15 contains 13358 members 
Mstep: Class 16 contains 6450 members 
Mstep: Class 17 contains 3728 members 
Mstep: Class 18 contains 2283 members 
Mstep: Class 19 contains 42871 members 
Mstep: Class 20 contains 8137 members 
Mstep: Class 21 contains 3652 members 
Mstep: Class 22 contains 7976 members 
Mstep: Class 23 contains 4531 members 
Mstep: Class 24 contains 3375 members 
Mstep: Class 25 contains 15368 members 
Mstep: Class 26 contains 33818 members 
Mstep: Class 27 contains 6309 members 
Mstep: Class 28 contains 21080 members 
Mstep: Class 29 contains 9419 members 
Mstep: Class 30 contains 27030 members 
Mstep: Class 31 contains 14300 members 
Mstep: Class 32 contains 12786 members 
Mstep: Class 33 contains 9553 members 
Mstep: Class 34 contains 75524 members 
Mstep: Class 35 contains 204915 members 
Mstep: Class 36 contains 4296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88030144.000000 Penalty: 73441.398438
Iteration 78Q: 37 clusters Score -8.803014e+07 nChanged 1487
Entering ConstructFrom: 
Score: -88030144.000000 Penalty: 73441.398438
Entering ConstructFrom: 
Trying to split cluster 1 (64759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64759 members 
Entering Unmasked Estep 
Score: -6665635.000000 Penalty: 1648.470215
	Iteration 0F: 2 clusters Score -6665635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32477 members 
Mstep: Class 2 contains 32282 members 
Entering Unmasked Estep 
Score: -6623373.000000 Penalty: 3296.940430
	Iteration 0F: 3 clusters Score -6623373 nChanged 30053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33192 members 
Mstep: Class 2 contains 31567 members 
Entering Unmasked Estep 
Score: -6640335.500000 Penalty: 3296.940430
	Iteration 1F: 3 clusters Score -6640336 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33762 members 
Mstep: Class 2 contains 30997 members 
Entering Unmasked Estep 
Score: -6641088.500000 Penalty: 3296.940430
	Iteration 2Q: 3 clusters Score -6641088 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34639 members 
Mstep: Class 2 contains 30120 members 
Entering Unmasked Estep 
Score: -6641844.500000 Penalty: 3296.940430
	Iteration 3Q: 3 clusters Score -6641844 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36017 members 
Mstep: Class 2 contains 28742 members 
Entering Unmasked Estep 
Score: -6642895.000000 Penalty: 3296.940430
	Iteration 4Q: 3 clusters Score -6642895 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37951 members 
Mstep: Class 2 contains 26808 members 
Entering Unmasked Estep 
Score: -6644294.000000 Penalty: 3296.940430
	Iteration 5Q: 3 clusters Score -6644294 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40404 members 
Mstep: Class 2 contains 24355 members 
Entering Unmasked Estep 
Score: -6646107.000000 Penalty: 3296.940430
	Iteration 6F: 3 clusters Score -6646107 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43375 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
Score: -6648420.000000 Penalty: 3296.940430
	Iteration 7F: 3 clusters Score -6648420 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46547 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -6651012.500000 Penalty: 3296.940430
	Iteration 8F: 3 clusters Score -6651012 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49779 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -6653841.500000 Penalty: 3296.940430
	Iteration 9F: 3 clusters Score -6653842 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52635 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -6656375.000000 Penalty: 3296.940430
	Iteration 10F: 3 clusters Score -6656375 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55000 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -6658327.500000 Penalty: 3296.940430
	Iteration 11Q: 3 clusters Score -6658328 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56848 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -6659746.000000 Penalty: 3296.940430
	Iteration 12Q: 3 clusters Score -6659746 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58264 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -6660753.000000 Penalty: 3296.940430
	Iteration 13Q: 3 clusters Score -6660753 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59378 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -6661482.500000 Penalty: 3296.940430
	Iteration 14Q: 3 clusters Score -6661482 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60263 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -6662082.000000 Penalty: 3296.940430
	Iteration 15Q: 3 clusters Score -6662082 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61018 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -6662525.000000 Penalty: 3296.940430
	Iteration 16Q: 3 clusters Score -6662525 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61619 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -6662876.000000 Penalty: 3296.940430
	Iteration 17Q: 3 clusters Score -6662876 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62109 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -6663207.000000 Penalty: 3296.940430
	Iteration 18Q: 3 clusters Score -6663207 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62522 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -6663484.000000 Penalty: 3296.940430
	Iteration 19Q: 3 clusters Score -6663484 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62832 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -6663676.500000 Penalty: 3296.940430
	Iteration 20F: 3 clusters Score -6663676 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63048 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -6663799.500000 Penalty: 3296.940430
	Iteration 21Q: 3 clusters Score -6663800 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63239 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -6663906.000000 Penalty: 3296.940430
	Iteration 22Q: 3 clusters Score -6663906 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63422 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -6664013.500000 Penalty: 3296.940430
	Iteration 23Q: 3 clusters Score -6664014 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63549 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -6664073.000000 Penalty: 3296.940430
	Iteration 24Q: 3 clusters Score -6664073 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63640 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -6664113.500000 Penalty: 3296.940430
	Iteration 25Q: 3 clusters Score -6664114 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63716 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -6664176.500000 Penalty: 3296.940430
	Iteration 26Q: 3 clusters Score -6664176 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63780 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -6664208.500000 Penalty: 3296.940430
	Iteration 27Q: 3 clusters Score -6664208 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63834 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -6664258.500000 Penalty: 3296.940430
	Iteration 28Q: 3 clusters Score -6664258 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63882 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -6664285.500000 Penalty: 3296.940430
	Iteration 29Q: 3 clusters Score -6664286 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63918 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -6664296.000000 Penalty: 3296.940430
	Iteration 30Q: 3 clusters Score -6664296 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63941 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -6664316.500000 Penalty: 3296.940430
	Iteration 31Q: 3 clusters Score -6664316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63956 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -6664323.500000 Penalty: 3296.940430
	Iteration 32Q: 3 clusters Score -6664324 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63971 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -6664344.500000 Penalty: 3296.940430
	Iteration 33Q: 3 clusters Score -6664344 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63987 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -6664356.500000 Penalty: 3296.940430
	Iteration 34Q: 3 clusters Score -6664356 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63997 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -6664372.500000 Penalty: 3296.940430
	Iteration 35Q: 3 clusters Score -6664372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64009 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -6664379.500000 Penalty: 3296.940430
	Iteration 36Q: 3 clusters Score -6664380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64023 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -6664376.500000 Penalty: 3296.940430
	Iteration 37Q: 3 clusters Score -6664376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64030 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -6664384.500000 Penalty: 3296.940430
	Iteration 38Q: 3 clusters Score -6664384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64041 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -6664380.500000 Penalty: 3296.940430
	Iteration 39Q: 3 clusters Score -6664380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64047 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -6664387.500000 Penalty: 3296.940430
	Iteration 40F: 3 clusters Score -6664388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64051 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -6664398.000000 Penalty: 3296.940430
	Iteration 41Q: 3 clusters Score -6664398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64060 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -6664397.000000 Penalty: 3296.940430
	Iteration 42Q: 3 clusters Score -6664397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64061 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -6664395.500000 Penalty: 3296.940430
	Iteration 43Q: 3 clusters Score -6664396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64061 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -6664403.000000 Penalty: 3296.940430
	Iteration 44Q: 3 clusters Score -6664403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64063 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -6664395.500000 Penalty: 3296.940430
	Iteration 45Q: 3 clusters Score -6664396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64065 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -6664399.500000 Penalty: 3296.940430
	Iteration 46Q: 3 clusters Score -6664400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64065 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -6664399.500000 Penalty: 3296.940430
	Iteration 47F: 3 clusters Score -6664400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (21338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Entering Unmasked Estep 
Score: -2208321.000000 Penalty: 1483.274780
	Iteration 0F: 2 clusters Score -2208321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -2194393.250000 Penalty: 2966.549561
	Iteration 0F: 3 clusters Score -2194393 nChanged 9387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -2199549.250000 Penalty: 2966.549561
	Iteration 1F: 3 clusters Score -2199549 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -2200159.500000 Penalty: 2966.549561
	Iteration 2F: 3 clusters Score -2200160 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -2200843.500000 Penalty: 2966.549561
	Iteration 3F: 3 clusters Score -2200844 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -2201594.000000 Penalty: 2966.549561
	Iteration 4F: 3 clusters Score -2201594 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -2202374.000000 Penalty: 2966.549561
	Iteration 5F: 3 clusters Score -2202374 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -2203096.500000 Penalty: 2966.549561
	Iteration 6F: 3 clusters Score -2203096 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -2203756.750000 Penalty: 2966.549561
	Iteration 7F: 3 clusters Score -2203757 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -2204331.250000 Penalty: 2966.549561
	Iteration 8Q: 3 clusters Score -2204331 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -2204888.000000 Penalty: 2966.549561
	Iteration 9Q: 3 clusters Score -2204888 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -2205417.000000 Penalty: 2966.549561
	Iteration 10Q: 3 clusters Score -2205417 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -2206035.750000 Penalty: 2966.549561
	Iteration 11Q: 3 clusters Score -2206036 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -2206780.250000 Penalty: 2966.549561
	Iteration 12Q: 3 clusters Score -2206780 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -2207730.250000 Penalty: 2966.549561
	Iteration 13Q: 3 clusters Score -2207730 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -2208949.750000 Penalty: 2966.549561
	Iteration 14Q: 3 clusters Score -2208950 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -2210497.000000 Penalty: 2966.549561
	Iteration 15Q: 3 clusters Score -2210497 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -2212819.500000 Penalty: 2966.549561
	Iteration 16F: 3 clusters Score -2212820 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -2216584.500000 Penalty: 2966.549561
	Iteration 17F: 3 clusters Score -2216584 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -2220271.750000 Penalty: 2966.549561
	Iteration 18Q: 3 clusters Score -2220272 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -2220915.750000 Penalty: 2966.549561
	Iteration 19Q: 3 clusters Score -2220916 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -2220958.000000 Penalty: 2966.549561
	Iteration 20F: 3 clusters Score -2220958 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -2220975.500000 Penalty: 2966.549561
	Iteration 21Q: 3 clusters Score -2220976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -2220982.000000 Penalty: 2966.549561
	Iteration 22Q: 3 clusters Score -2220982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -2220978.250000 Penalty: 2966.549561
	Iteration 23Q: 3 clusters Score -2220978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -2220979.250000 Penalty: 2966.549561
	Iteration 24Q: 3 clusters Score -2220979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -2220979.000000 Penalty: 2966.549561
	Iteration 25Q: 3 clusters Score -2220979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -2220979.000000 Penalty: 2966.549561
	Iteration 26F: 3 clusters Score -2220979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 64759 members 
Mstep: Class 2 contains 10346 members 
Mstep: Class 3 contains 17143 members 
Mstep: Class 4 contains 29761 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 11347 members 
Mstep: Class 7 contains 38485 members 
Mstep: Class 8 contains 27065 members 
Mstep: Class 9 contains 11501 members 
Mstep: Class 10 contains 51166 members 
Mstep: Class 11 contains 41625 members 
Mstep: Class 12 contains 33019 members 
Mstep: Class 13 contains 13468 members 
Mstep: Class 14 contains 1409 members 
Mstep: Class 15 contains 13286 members 
Mstep: Class 16 contains 6450 members 
Mstep: Class 17 contains 3728 members 
Mstep: Class 18 contains 2282 members 
Mstep: Class 19 contains 42950 members 
Mstep: Class 20 contains 8235 members 
Mstep: Class 21 contains 3651 members 
Mstep: Class 22 contains 7970 members 
Mstep: Class 23 contains 4542 members 
Mstep: Class 24 contains 3377 members 
Mstep: Class 25 contains 15368 members 
Mstep: Class 26 contains 33819 members 
Mstep: Class 27 contains 6311 members 
Mstep: Class 28 contains 21100 members 
Mstep: Class 29 contains 9421 members 
Mstep: Class 30 contains 26576 members 
Mstep: Class 31 contains 14304 members 
Mstep: Class 32 contains 12787 members 
Mstep: Class 33 contains 9550 members 
Mstep: Class 34 contains 75414 members 
Mstep: Class 35 contains 205441 members 
Mstep: Class 36 contains 4298 members 
Mstep: Class 37 contains 10992 members 
Entering Unmasked Estep 
Score: -88043128.000000 Penalty: 75481.437500
Splitting cluster 2 changes total score from -88030144.000000 to -88043128.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 3 (17143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Entering Unmasked Estep 
Score: -1700511.000000 Penalty: 1450.702515
	Iteration 0F: 2 clusters Score -1700511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1689212.500000 Penalty: 2901.405029
	Iteration 0F: 3 clusters Score -1689212 nChanged 7557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1693423.500000 Penalty: 2901.405029
	Iteration 1F: 3 clusters Score -1693424 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1693909.500000 Penalty: 2901.405029
	Iteration 2F: 3 clusters Score -1693910 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1694304.375000 Penalty: 2901.405029
	Iteration 3F: 3 clusters Score -1694304 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1694766.125000 Penalty: 2901.405029
	Iteration 4Q: 3 clusters Score -1694766 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1695292.000000 Penalty: 2901.405029
	Iteration 5F: 3 clusters Score -1695292 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1695875.625000 Penalty: 2901.405029
	Iteration 6F: 3 clusters Score -1695876 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1696514.625000 Penalty: 2901.405029
	Iteration 7F: 3 clusters Score -1696515 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1697248.250000 Penalty: 2901.405029
	Iteration 8F: 3 clusters Score -1697248 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1697918.875000 Penalty: 2901.405029
	Iteration 9F: 3 clusters Score -1697919 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1698443.000000 Penalty: 2901.405029
	Iteration 10Q: 3 clusters Score -1698443 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1698772.250000 Penalty: 2901.405029
	Iteration 11Q: 3 clusters Score -1698772 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -1698950.500000 Penalty: 2901.405029
	Iteration 12Q: 3 clusters Score -1698950 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1699058.625000 Penalty: 2901.405029
	Iteration 13Q: 3 clusters Score -1699059 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1699125.250000 Penalty: 2901.405029
	Iteration 14Q: 3 clusters Score -1699125 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1699185.375000 Penalty: 2901.405029
	Iteration 15Q: 3 clusters Score -1699185 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1699222.125000 Penalty: 2901.405029
	Iteration 16Q: 3 clusters Score -1699222 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1699248.375000 Penalty: 2901.405029
	Iteration 17Q: 3 clusters Score -1699248 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1699266.125000 Penalty: 2901.405029
	Iteration 18Q: 3 clusters Score -1699266 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1699280.000000 Penalty: 2901.405029
	Iteration 19Q: 3 clusters Score -1699280 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1699292.250000 Penalty: 2901.405029
	Iteration 20F: 3 clusters Score -1699292 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1699309.375000 Penalty: 2901.405029
	Iteration 21Q: 3 clusters Score -1699309 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1699312.750000 Penalty: 2901.405029
	Iteration 22Q: 3 clusters Score -1699313 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1699329.000000 Penalty: 2901.405029
	Iteration 23Q: 3 clusters Score -1699329 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1699334.875000 Penalty: 2901.405029
	Iteration 24Q: 3 clusters Score -1699335 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1699334.125000 Penalty: 2901.405029
	Iteration 25Q: 3 clusters Score -1699334 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1699342.125000 Penalty: 2901.405029
	Iteration 26Q: 3 clusters Score -1699342 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1699346.000000 Penalty: 2901.405029
	Iteration 27Q: 3 clusters Score -1699346 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1699342.625000 Penalty: 2901.405029
	Iteration 28Q: 3 clusters Score -1699343 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1699345.250000 Penalty: 2901.405029
	Iteration 29Q: 3 clusters Score -1699345 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1699344.875000 Penalty: 2901.405029
	Iteration 30Q: 3 clusters Score -1699345 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1699344.000000 Penalty: 2901.405029
	Iteration 31Q: 3 clusters Score -1699344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1699346.250000 Penalty: 2901.405029
	Iteration 32Q: 3 clusters Score -1699346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1699346.375000 Penalty: 2901.405029
	Iteration 33Q: 3 clusters Score -1699346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1699347.375000 Penalty: 2901.405029
	Iteration 34Q: 3 clusters Score -1699347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1699350.750000 Penalty: 2901.405029
	Iteration 35Q: 3 clusters Score -1699351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1699353.375000 Penalty: 2901.405029
	Iteration 36Q: 3 clusters Score -1699353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -1699352.750000 Penalty: 2901.405029
	Iteration 37Q: 3 clusters Score -1699353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -1699353.375000 Penalty: 2901.405029
	Iteration 38Q: 3 clusters Score -1699353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1699354.000000 Penalty: 2901.405029
	Iteration 39Q: 3 clusters Score -1699354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1699355.625000 Penalty: 2901.405029
	Iteration 40F: 3 clusters Score -1699356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1699355.000000 Penalty: 2901.405029
	Iteration 41Q: 3 clusters Score -1699355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1699356.375000 Penalty: 2901.405029
	Iteration 42Q: 3 clusters Score -1699356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1699356.625000 Penalty: 2901.405029
	Iteration 43Q: 3 clusters Score -1699357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1699355.625000 Penalty: 2901.405029
	Iteration 44Q: 3 clusters Score -1699356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1699360.250000 Penalty: 2901.405029
	Iteration 45Q: 3 clusters Score -1699360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1699359.875000 Penalty: 2901.405029
	Iteration 46Q: 3 clusters Score -1699360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1699359.875000 Penalty: 2901.405029
	Iteration 47F: 3 clusters Score -1699360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (29761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29761 members 
Entering Unmasked Estep 
Score: -2955118.750000 Penalty: 1532.781982
	Iteration 0F: 2 clusters Score -2955119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -2935729.000000 Penalty: 3065.563965
	Iteration 0F: 3 clusters Score -2935729 nChanged 13442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -2943237.000000 Penalty: 3065.563965
	Iteration 1F: 3 clusters Score -2943237 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -2943805.000000 Penalty: 3065.563965
	Iteration 2F: 3 clusters Score -2943805 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -2944389.250000 Penalty: 3065.563965
	Iteration 3Q: 3 clusters Score -2944389 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -2945085.250000 Penalty: 3065.563965
	Iteration 4Q: 3 clusters Score -2945085 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -2945902.000000 Penalty: 3065.563965
	Iteration 5F: 3 clusters Score -2945902 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -2946778.250000 Penalty: 3065.563965
	Iteration 6F: 3 clusters Score -2946778 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -2947640.000000 Penalty: 3065.563965
	Iteration 7F: 3 clusters Score -2947640 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -2948492.500000 Penalty: 3065.563965
	Iteration 8F: 3 clusters Score -2948492 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -2949276.500000 Penalty: 3065.563965
	Iteration 9Q: 3 clusters Score -2949276 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -2949961.250000 Penalty: 3065.563965
	Iteration 10Q: 3 clusters Score -2949961 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -2950478.750000 Penalty: 3065.563965
	Iteration 11Q: 3 clusters Score -2950479 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -2950856.500000 Penalty: 3065.563965
	Iteration 12Q: 3 clusters Score -2950856 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -2951091.000000 Penalty: 3065.563965
	Iteration 13Q: 3 clusters Score -2951091 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -2951220.500000 Penalty: 3065.563965
	Iteration 14Q: 3 clusters Score -2951220 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -2951296.500000 Penalty: 3065.563965
	Iteration 15Q: 3 clusters Score -2951296 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -2951342.500000 Penalty: 3065.563965
	Iteration 16Q: 3 clusters Score -2951342 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -2951390.250000 Penalty: 3065.563965
	Iteration 17Q: 3 clusters Score -2951390 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -2951410.750000 Penalty: 3065.563965
	Iteration 18Q: 3 clusters Score -2951411 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -2951436.750000 Penalty: 3065.563965
	Iteration 19Q: 3 clusters Score -2951437 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -2951443.500000 Penalty: 3065.563965
	Iteration 20F: 3 clusters Score -2951444 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -2951461.500000 Penalty: 3065.563965
	Iteration 21Q: 3 clusters Score -2951462 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -2951476.750000 Penalty: 3065.563965
	Iteration 22Q: 3 clusters Score -2951477 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -2951490.000000 Penalty: 3065.563965
	Iteration 23Q: 3 clusters Score -2951490 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -2951512.250000 Penalty: 3065.563965
	Iteration 24Q: 3 clusters Score -2951512 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -2951541.500000 Penalty: 3065.563965
	Iteration 25Q: 3 clusters Score -2951542 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -2951549.000000 Penalty: 3065.563965
	Iteration 26Q: 3 clusters Score -2951549 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -2951570.500000 Penalty: 3065.563965
	Iteration 27Q: 3 clusters Score -2951570 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -2951576.750000 Penalty: 3065.563965
	Iteration 28Q: 3 clusters Score -2951577 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -2951591.500000 Penalty: 3065.563965
	Iteration 29Q: 3 clusters Score -2951592 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -2951598.500000 Penalty: 3065.563965
	Iteration 30Q: 3 clusters Score -2951598 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -2951606.750000 Penalty: 3065.563965
	Iteration 31Q: 3 clusters Score -2951607 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -2951619.500000 Penalty: 3065.563965
	Iteration 32Q: 3 clusters Score -2951620 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -2951625.250000 Penalty: 3065.563965
	Iteration 33Q: 3 clusters Score -2951625 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -2951635.000000 Penalty: 3065.563965
	Iteration 34Q: 3 clusters Score -2951635 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -2951637.250000 Penalty: 3065.563965
	Iteration 35Q: 3 clusters Score -2951637 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -2951640.750000 Penalty: 3065.563965
	Iteration 36Q: 3 clusters Score -2951641 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -2951661.500000 Penalty: 3065.563965
	Iteration 37Q: 3 clusters Score -2951662 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -2951666.000000 Penalty: 3065.563965
	Iteration 38Q: 3 clusters Score -2951666 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -2951681.250000 Penalty: 3065.563965
	Iteration 39Q: 3 clusters Score -2951681 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -2951700.250000 Penalty: 3065.563965
	Iteration 40F: 3 clusters Score -2951700 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -2951709.000000 Penalty: 3065.563965
	Iteration 41Q: 3 clusters Score -2951709 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -2951714.750000 Penalty: 3065.563965
	Iteration 42Q: 3 clusters Score -2951715 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -2951723.250000 Penalty: 3065.563965
	Iteration 43Q: 3 clusters Score -2951723 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -2951743.000000 Penalty: 3065.563965
	Iteration 44Q: 3 clusters Score -2951743 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -2951740.500000 Penalty: 3065.563965
	Iteration 45Q: 3 clusters Score -2951740 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -2951751.750000 Penalty: 3065.563965
	Iteration 46Q: 3 clusters Score -2951752 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -2951773.250000 Penalty: 3065.563965
	Iteration 47Q: 3 clusters Score -2951773 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -2951776.500000 Penalty: 3065.563965
	Iteration 48Q: 3 clusters Score -2951776 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -2951796.000000 Penalty: 3065.563965
	Iteration 49Q: 3 clusters Score -2951796 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -2951797.750000 Penalty: 3065.563965
	Iteration 50Q: 3 clusters Score -2951798 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -2951797.250000 Penalty: 3065.563965
	Iteration 51Q: 3 clusters Score -2951797 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2951809 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 20174 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2951828 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2951847 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2951857 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -2951863.750000 Penalty: 3065.563965
	Iteration 56Q: 3 clusters Score -2951864 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2951864 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -2951861.250000 Penalty: 3065.563965
	Iteration 58Q: 3 clusters Score -2951861 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2951874 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2951892 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2951900 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -2951916.500000 Penalty: 3065.563965
	Iteration 62Q: 3 clusters Score -2951916 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2951924 nChanged 103
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2951932 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2951932 nChanged 89
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Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 21257 members 
Entering Unmasked Estep 
Score: -2951953.500000 Penalty: 3065.563965
	Iteration 66Q: 3 clusters Score -2951954 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -2951963.750000 Penalty: 3065.563965
	Iteration 67Q: 3 clusters Score -2951964 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2951975 nChanged 98
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Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2951984 nChanged 106
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Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2951994 nChanged 134
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Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2952026 nChanged 142
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2952041 nChanged 137
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Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2952069 nChanged 135
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2952096 nChanged 144
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2952124 nChanged 147
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Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2952139 nChanged 148
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Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2952170 nChanged 140
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Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2952193 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2952213 nChanged 148
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Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2952256 nChanged 156
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Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2952290 nChanged 155
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Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2952311 nChanged 165
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Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2952339 nChanged 171
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2952366 nChanged 169
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2952407 nChanged 177
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Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2952442 nChanged 181
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Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 24217 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2952484 nChanged 186
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Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2952574 nChanged 162
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Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2952606 nChanged 164
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 24898 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2952639 nChanged 179
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 25077 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2952672 nChanged 165
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 25242 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2952705 nChanged 173
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 25415 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2952748 nChanged 170
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Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 25583 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2952778 nChanged 159
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 25742 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2952821 nChanged 167
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2952870 nChanged 162
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 26071 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2952911 nChanged 160
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 26223 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2952968 nChanged 146
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Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 26367 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2953009 nChanged 150
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Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2953050 nChanged 137
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 26646 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2953099 nChanged 150
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 26788 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2953140 nChanged 146
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Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 26932 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2953194 nChanged 160
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Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 27092 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2953248 nChanged 154
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Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 27238 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2953310 nChanged 149
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Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 27381 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2953376 nChanged 147
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Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2953430 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 27667 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2953494 nChanged 138
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 27805 members 
Entering Unmasked Estep 
Score: -2953564.500000 Penalty: 3065.563965
	Iteration 110Q: 3 clusters Score -2953564 nChanged 133
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 27930 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2953626 nChanged 133
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 28057 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2953701 nChanged 114
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Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 28157 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2953762 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2953798 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 28294 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2953830 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 28357 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2953870 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 28402 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2953893 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 28438 members 
Entering Unmasked Estep 
Score: -2953904.750000 Penalty: 3065.563965
	Iteration 118Q: 3 clusters Score -2953905 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 28468 members 
Entering Unmasked Estep 
Score: -2953923.250000 Penalty: 3065.563965
	Iteration 119Q: 3 clusters Score -2953923 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 28498 members 
Entering Unmasked Estep 
Score: -2953945.250000 Penalty: 3065.563965
	Iteration 120F: 3 clusters Score -2953945 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 28524 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2953959 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 28550 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2953973 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 28574 members 
Entering Unmasked Estep 
Score: -2953981.500000 Penalty: 3065.563965
	Iteration 123Q: 3 clusters Score -2953982 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 28596 members 
Entering Unmasked Estep 
Score: -2953990.000000 Penalty: 3065.563965
	Iteration 124Q: 3 clusters Score -2953990 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 28622 members 
Entering Unmasked Estep 
Score: -2954000.750000 Penalty: 3065.563965
	Iteration 125Q: 3 clusters Score -2954001 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 28648 members 
Entering Unmasked Estep 
Score: -2954027.500000 Penalty: 3065.563965
	Iteration 126Q: 3 clusters Score -2954028 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 28670 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2954039 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 28684 members 
Entering Unmasked Estep 
Score: -2954046.000000 Penalty: 3065.563965
	Iteration 128Q: 3 clusters Score -2954046 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 28701 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2954061 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 28723 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2954074 nChanged 23
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Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 28740 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2954077 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 28753 members 
Entering Unmasked Estep 
Score: -2954090.000000 Penalty: 3065.563965
	Iteration 132Q: 3 clusters Score -2954090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 28764 members 
Entering Unmasked Estep 
Score: -2954095.750000 Penalty: 3065.563965
	Iteration 133Q: 3 clusters Score -2954096 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 28771 members 
Entering Unmasked Estep 
Score: -2954100.750000 Penalty: 3065.563965
	Iteration 134Q: 3 clusters Score -2954101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 28778 members 
Entering Unmasked Estep 
Score: -2954109.250000 Penalty: 3065.563965
	Iteration 135Q: 3 clusters Score -2954109 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 28784 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2954109 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 28787 members 
Entering Unmasked Estep 
Score: -2954112.250000 Penalty: 3065.563965
	Iteration 137Q: 3 clusters Score -2954112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 28792 members 
Entering Unmasked Estep 
Score: -2954110.250000 Penalty: 3065.563965
	Iteration 138Q: 3 clusters Score -2954110 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 28798 members 
Entering Unmasked Estep 
Score: -2954116.500000 Penalty: 3065.563965
	Iteration 139Q: 3 clusters Score -2954116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 28804 members 
Entering Unmasked Estep 
Score: -2954121.000000 Penalty: 3065.563965
	Iteration 140F: 3 clusters Score -2954121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 28808 members 
Entering Unmasked Estep 
Score: -2954125.500000 Penalty: 3065.563965
	Iteration 141Q: 3 clusters Score -2954126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 28815 members 
Entering Unmasked Estep 
Score: -2954133.500000 Penalty: 3065.563965
	Iteration 142Q: 3 clusters Score -2954134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 28819 members 
Entering Unmasked Estep 
Score: -2954131.500000 Penalty: 3065.563965
	Iteration 143Q: 3 clusters Score -2954132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 28827 members 
Entering Unmasked Estep 
Score: -2954142.250000 Penalty: 3065.563965
	Iteration 144Q: 3 clusters Score -2954142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 28833 members 
Entering Unmasked Estep 
Score: -2954143.250000 Penalty: 3065.563965
	Iteration 145Q: 3 clusters Score -2954143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 28835 members 
Entering Unmasked Estep 
Score: -2954141.000000 Penalty: 3065.563965
	Iteration 146Q: 3 clusters Score -2954141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 28835 members 
Entering Unmasked Estep 
Score: -2954141.000000 Penalty: 3065.563965
	Iteration 147F: 3 clusters Score -2954141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Entering Unmasked Estep 
Score: -656665.625000 Penalty: 1313.090210
	Iteration 0F: 2 clusters Score -656665.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -651840.875000 Penalty: 2626.180420
	Iteration 0F: 3 clusters Score -651840.9 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -653349.625000 Penalty: 2626.180420
	Iteration 1F: 3 clusters Score -653349.6 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -653690.437500 Penalty: 2626.180420
	Iteration 2F: 3 clusters Score -653690.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -653972.250000 Penalty: 2626.180420
	Iteration 3F: 3 clusters Score -653972.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -654201.500000 Penalty: 2626.180420
	Iteration 4F: 3 clusters Score -654201.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -654361.750000 Penalty: 2626.180420
	Iteration 5Q: 3 clusters Score -654361.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -654496.812500 Penalty: 2626.180420
	Iteration 6Q: 3 clusters Score -654496.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -654610.000000 Penalty: 2626.180420
	Iteration 7Q: 3 clusters Score -654610 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -654721.875000 Penalty: 2626.180420
	Iteration 8Q: 3 clusters Score -654721.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -654815.500000 Penalty: 2626.180420
	Iteration 9Q: 3 clusters Score -654815.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -654912.625000 Penalty: 2626.180420
	Iteration 10Q: 3 clusters Score -654912.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -655004.000000 Penalty: 2626.180420
	Iteration 11Q: 3 clusters Score -655004 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -655090.937500 Penalty: 2626.180420
	Iteration 12Q: 3 clusters Score -655090.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -655165.562500 Penalty: 2626.180420
	Iteration 13Q: 3 clusters Score -655165.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -655240.625000 Penalty: 2626.180420
	Iteration 14Q: 3 clusters Score -655240.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -655310.000000 Penalty: 2626.180420
	Iteration 15Q: 3 clusters Score -655310 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -655356.750000 Penalty: 2626.180420
	Iteration 16Q: 3 clusters Score -655356.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -655390.125000 Penalty: 2626.180420
	Iteration 17Q: 3 clusters Score -655390.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -655434.750000 Penalty: 2626.180420
	Iteration 18Q: 3 clusters Score -655434.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -655482.375000 Penalty: 2626.180420
	Iteration 19Q: 3 clusters Score -655482.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -655521.812500 Penalty: 2626.180420
	Iteration 20F: 3 clusters Score -655521.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -655563.125000 Penalty: 2626.180420
	Iteration 21Q: 3 clusters Score -655563.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -655607.812500 Penalty: 2626.180420
	Iteration 22Q: 3 clusters Score -655607.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -655660.062500 Penalty: 2626.180420
	Iteration 23Q: 3 clusters Score -655660.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -655706.125000 Penalty: 2626.180420
	Iteration 24Q: 3 clusters Score -655706.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -655738.062500 Penalty: 2626.180420
	Iteration 25Q: 3 clusters Score -655738.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -655766.437500 Penalty: 2626.180420
	Iteration 26Q: 3 clusters Score -655766.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -655785.125000 Penalty: 2626.180420
	Iteration 27Q: 3 clusters Score -655785.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -655800.625000 Penalty: 2626.180420
	Iteration 28Q: 3 clusters Score -655800.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -655813.500000 Penalty: 2626.180420
	Iteration 29Q: 3 clusters Score -655813.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -655830.312500 Penalty: 2626.180420
	Iteration 30Q: 3 clusters Score -655830.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -655845.687500 Penalty: 2626.180420
	Iteration 31Q: 3 clusters Score -655845.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -655859.062500 Penalty: 2626.180420
	Iteration 32Q: 3 clusters Score -655859.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -655880.000000 Penalty: 2626.180420
	Iteration 33Q: 3 clusters Score -655880 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -655904.562500 Penalty: 2626.180420
	Iteration 34Q: 3 clusters Score -655904.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -655925.562500 Penalty: 2626.180420
	Iteration 35Q: 3 clusters Score -655925.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -655943.875000 Penalty: 2626.180420
	Iteration 36Q: 3 clusters Score -655943.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -655954.500000 Penalty: 2626.180420
	Iteration 37Q: 3 clusters Score -655954.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -655959.625000 Penalty: 2626.180420
	Iteration 38Q: 3 clusters Score -655959.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -655966.375000 Penalty: 2626.180420
	Iteration 39Q: 3 clusters Score -655966.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -655973.250000 Penalty: 2626.180420
	Iteration 40F: 3 clusters Score -655973.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -655981.687500 Penalty: 2626.180420
	Iteration 41Q: 3 clusters Score -655981.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -655990.750000 Penalty: 2626.180420
	Iteration 42Q: 3 clusters Score -655990.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -656003.750000 Penalty: 2626.180420
	Iteration 43Q: 3 clusters Score -656003.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -656008.125000 Penalty: 2626.180420
	Iteration 44Q: 3 clusters Score -656008.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -656013.750000 Penalty: 2626.180420
	Iteration 45Q: 3 clusters Score -656013.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -656018.000000 Penalty: 2626.180420
	Iteration 46Q: 3 clusters Score -656018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -656025.562500 Penalty: 2626.180420
	Iteration 47Q: 3 clusters Score -656025.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -656030.812500 Penalty: 2626.180420
	Iteration 48Q: 3 clusters Score -656030.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -656037.125000 Penalty: 2626.180420
	Iteration 49Q: 3 clusters Score -656037.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -656039.562500 Penalty: 2626.180420
	Iteration 50Q: 3 clusters Score -656039.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -656041.125000 Penalty: 2626.180420
	Iteration 51Q: 3 clusters Score -656041.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -656041.125000 Penalty: 2626.180420
	Iteration 52Q: 3 clusters Score -656041.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -656041.062500 Penalty: 2626.180420
	Iteration 53Q: 3 clusters Score -656041.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -656041.062500 Penalty: 2626.180420
	Iteration 54F: 3 clusters Score -656041.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Entering Unmasked Estep 
Score: -1167810.250000 Penalty: 1389.302368
	Iteration 0F: 2 clusters Score -1167810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1160247.375000 Penalty: 2778.604736
	Iteration 0F: 3 clusters Score -1160247 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1162877.375000 Penalty: 2778.604736
	Iteration 1F: 3 clusters Score -1162877 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1163184.000000 Penalty: 2778.604736
	Iteration 2F: 3 clusters Score -1163184 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1163376.250000 Penalty: 2778.604736
	Iteration 3Q: 3 clusters Score -1163376 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1163519.375000 Penalty: 2778.604736
	Iteration 4Q: 3 clusters Score -1163519 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1163642.375000 Penalty: 2778.604736
	Iteration 5Q: 3 clusters Score -1163642 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1163767.750000 Penalty: 2778.604736
	Iteration 6Q: 3 clusters Score -1163768 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1163916.875000 Penalty: 2778.604736
	Iteration 7Q: 3 clusters Score -1163917 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1164051.625000 Penalty: 2778.604736
	Iteration 8Q: 3 clusters Score -1164052 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1164196.250000 Penalty: 2778.604736
	Iteration 9Q: 3 clusters Score -1164196 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1164353.625000 Penalty: 2778.604736
	Iteration 10Q: 3 clusters Score -1164354 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1164507.750000 Penalty: 2778.604736
	Iteration 11Q: 3 clusters Score -1164508 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1164685.000000 Penalty: 2778.604736
	Iteration 12Q: 3 clusters Score -1164685 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1164903.375000 Penalty: 2778.604736
	Iteration 13Q: 3 clusters Score -1164903 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1165158.125000 Penalty: 2778.604736
	Iteration 14Q: 3 clusters Score -1165158 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1165462.125000 Penalty: 2778.604736
	Iteration 15Q: 3 clusters Score -1165462 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1165787.000000 Penalty: 2778.604736
	Iteration 16Q: 3 clusters Score -1165787 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1166085.750000 Penalty: 2778.604736
	Iteration 17Q: 3 clusters Score -1166086 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1166321.500000 Penalty: 2778.604736
	Iteration 18Q: 3 clusters Score -1166322 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1166494.625000 Penalty: 2778.604736
	Iteration 19Q: 3 clusters Score -1166495 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1166658.000000 Penalty: 2778.604736
	Iteration 20F: 3 clusters Score -1166658 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1166780.125000 Penalty: 2778.604736
	Iteration 21Q: 3 clusters Score -1166780 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1166864.750000 Penalty: 2778.604736
	Iteration 22Q: 3 clusters Score -1166865 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1166928.375000 Penalty: 2778.604736
	Iteration 23Q: 3 clusters Score -1166928 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1166966.750000 Penalty: 2778.604736
	Iteration 24Q: 3 clusters Score -1166967 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1166986.625000 Penalty: 2778.604736
	Iteration 25Q: 3 clusters Score -1166987 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1166996.875000 Penalty: 2778.604736
	Iteration 26Q: 3 clusters Score -1166997 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1167009.625000 Penalty: 2778.604736
	Iteration 27Q: 3 clusters Score -1167010 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1167024.750000 Penalty: 2778.604736
	Iteration 28Q: 3 clusters Score -1167025 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1167033.875000 Penalty: 2778.604736
	Iteration 29Q: 3 clusters Score -1167034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1167039.500000 Penalty: 2778.604736
	Iteration 30Q: 3 clusters Score -1167040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1167047.375000 Penalty: 2778.604736
	Iteration 31Q: 3 clusters Score -1167047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1167054.000000 Penalty: 2778.604736
	Iteration 32Q: 3 clusters Score -1167054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1167054.875000 Penalty: 2778.604736
	Iteration 33Q: 3 clusters Score -1167055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1167058.375000 Penalty: 2778.604736
	Iteration 34Q: 3 clusters Score -1167058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1167060.750000 Penalty: 2778.604736
	Iteration 35Q: 3 clusters Score -1167061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1167064.125000 Penalty: 2778.604736
	Iteration 36Q: 3 clusters Score -1167064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1167066.500000 Penalty: 2778.604736
	Iteration 37Q: 3 clusters Score -1167066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1167068.375000 Penalty: 2778.604736
	Iteration 38Q: 3 clusters Score -1167068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1167068.375000 Penalty: 2778.604736
	Iteration 39F: 3 clusters Score -1167068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (38485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38485 members 
Entering Unmasked Estep 
Score: -3973019.250000 Penalty: 1571.033936
	Iteration 0F: 2 clusters Score -3973019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -3947880.500000 Penalty: 3142.067871
	Iteration 0F: 3 clusters Score -3947880 nChanged 17487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -3957698.250000 Penalty: 3142.067871
	Iteration 1F: 3 clusters Score -3957698 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -3958502.000000 Penalty: 3142.067871
	Iteration 2F: 3 clusters Score -3958502 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -3959356.000000 Penalty: 3142.067871
	Iteration 3F: 3 clusters Score -3959356 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -3960365.000000 Penalty: 3142.067871
	Iteration 4F: 3 clusters Score -3960365 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 25048 members 
Entering Unmasked Estep 
Score: -3961629.000000 Penalty: 3142.067871
	Iteration 5F: 3 clusters Score -3961629 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 27180 members 
Entering Unmasked Estep 
Score: -3963202.500000 Penalty: 3142.067871
	Iteration 6F: 3 clusters Score -3963202 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 29468 members 
Entering Unmasked Estep 
Score: -3965000.500000 Penalty: 3142.067871
	Iteration 7F: 3 clusters Score -3965000 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 31755 members 
Entering Unmasked Estep 
Score: -3966855.000000 Penalty: 3142.067871
	Iteration 8F: 3 clusters Score -3966855 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 33716 members 
Entering Unmasked Estep 
Score: -3968405.500000 Penalty: 3142.067871
	Iteration 9F: 3 clusters Score -3968406 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 35195 members 
Entering Unmasked Estep 
Score: -3969514.000000 Penalty: 3142.067871
	Iteration 10Q: 3 clusters Score -3969514 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 36241 members 
Entering Unmasked Estep 
Score: -3970291.750000 Penalty: 3142.067871
	Iteration 11Q: 3 clusters Score -3970292 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 36944 members 
Entering Unmasked Estep 
Score: -3970821.000000 Penalty: 3142.067871
	Iteration 12Q: 3 clusters Score -3970821 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 37388 members 
Entering Unmasked Estep 
Score: -3971162.000000 Penalty: 3142.067871
	Iteration 13Q: 3 clusters Score -3971162 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 37663 members 
Entering Unmasked Estep 
Score: -3971391.000000 Penalty: 3142.067871
	Iteration 14Q: 3 clusters Score -3971391 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 37822 members 
Entering Unmasked Estep 
Score: -3971519.250000 Penalty: 3142.067871
	Iteration 15Q: 3 clusters Score -3971519 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 37921 members 
Entering Unmasked Estep 
Score: -3971605.250000 Penalty: 3142.067871
	Iteration 16Q: 3 clusters Score -3971605 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 37990 members 
Entering Unmasked Estep 
Score: -3971668.250000 Penalty: 3142.067871
	Iteration 17Q: 3 clusters Score -3971668 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 38033 members 
Entering Unmasked Estep 
Score: -3971713.000000 Penalty: 3142.067871
	Iteration 18Q: 3 clusters Score -3971713 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 38067 members 
Entering Unmasked Estep 
Score: -3971740.250000 Penalty: 3142.067871
	Iteration 19Q: 3 clusters Score -3971740 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 38086 members 
Entering Unmasked Estep 
Score: -3971769.500000 Penalty: 3142.067871
	Iteration 20F: 3 clusters Score -3971770 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 38103 members 
Entering Unmasked Estep 
Score: -3971792.500000 Penalty: 3142.067871
	Iteration 21Q: 3 clusters Score -3971792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 38115 members 
Entering Unmasked Estep 
Score: -3971804.250000 Penalty: 3142.067871
	Iteration 22Q: 3 clusters Score -3971804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 38121 members 
Entering Unmasked Estep 
Score: -3971820.750000 Penalty: 3142.067871
	Iteration 23Q: 3 clusters Score -3971821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 38128 members 
Entering Unmasked Estep 
Score: -3971826.500000 Penalty: 3142.067871
	Iteration 24Q: 3 clusters Score -3971826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 38135 members 
Entering Unmasked Estep 
Score: -3971845.500000 Penalty: 3142.067871
	Iteration 25Q: 3 clusters Score -3971846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 38140 members 
Entering Unmasked Estep 
Score: -3971857.250000 Penalty: 3142.067871
	Iteration 26Q: 3 clusters Score -3971857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 38139 members 
Entering Unmasked Estep 
Score: -3971868.250000 Penalty: 3142.067871
	Iteration 27Q: 3 clusters Score -3971868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 38141 members 
Entering Unmasked Estep 
Score: -3971870.500000 Penalty: 3142.067871
	Iteration 28Q: 3 clusters Score -3971870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 38143 members 
Entering Unmasked Estep 
Score: -3971871.750000 Penalty: 3142.067871
	Iteration 29Q: 3 clusters Score -3971872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 38143 members 
Entering Unmasked Estep 
Score: -3971872.250000 Penalty: 3142.067871
	Iteration 30Q: 3 clusters Score -3971872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 38143 members 
Entering Unmasked Estep 
Score: -3971875.250000 Penalty: 3142.067871
	Iteration 31Q: 3 clusters Score -3971875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 38143 members 
Entering Unmasked Estep 
Score: -3971875.250000 Penalty: 3142.067871
	Iteration 32F: 3 clusters Score -3971875 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (27065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27065 members 
Entering Unmasked Estep 
Score: -2778185.750000 Penalty: 1518.652344
	Iteration 0F: 2 clusters Score -2778186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -2760532.250000 Penalty: 3037.304688
	Iteration 0F: 3 clusters Score -2760532 nChanged 12179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -2767305.750000 Penalty: 3037.304688
	Iteration 1F: 3 clusters Score -2767306 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -2768016.250000 Penalty: 3037.304688
	Iteration 2F: 3 clusters Score -2768016 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -2769298.500000 Penalty: 3037.304688
	Iteration 3F: 3 clusters Score -2769298 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -2772581.500000 Penalty: 3037.304688
	Iteration 4F: 3 clusters Score -2772582 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -2778557.000000 Penalty: 3037.304688
	Iteration 5F: 3 clusters Score -2778557 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -2782486.000000 Penalty: 3037.304688
	Iteration 6F: 3 clusters Score -2782486 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -2784760.250000 Penalty: 3037.304688
	Iteration 7F: 3 clusters Score -2784760 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 21618 members 
Entering Unmasked Estep 
Score: -2786237.000000 Penalty: 3037.304688
	Iteration 8Q: 3 clusters Score -2786237 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -2787757.000000 Penalty: 3037.304688
	Iteration 9Q: 3 clusters Score -2787757 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 22369 members 
Entering Unmasked Estep 
Score: -2790435.000000 Penalty: 3037.304688
	Iteration 10Q: 3 clusters Score -2790435 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 22492 members 
Entering Unmasked Estep 
Score: -2791874.000000 Penalty: 3037.304688
	Iteration 11Q: 3 clusters Score -2791874 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 22546 members 
Entering Unmasked Estep 
Score: -2792002.250000 Penalty: 3037.304688
	Iteration 12Q: 3 clusters Score -2792002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 22557 members 
Entering Unmasked Estep 
Score: -2792017.000000 Penalty: 3037.304688
	Iteration 13Q: 3 clusters Score -2792017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -2792014.500000 Penalty: 3037.304688
	Iteration 14Q: 3 clusters Score -2792014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -2792016.000000 Penalty: 3037.304688
	Iteration 15F: 3 clusters Score -2792016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -2792023.250000 Penalty: 3037.304688
	Iteration 16Q: 3 clusters Score -2792023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -2792025.750000 Penalty: 3037.304688
	Iteration 17Q: 3 clusters Score -2792026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -2792025.750000 Penalty: 3037.304688
	Iteration 18F: 3 clusters Score -2792026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 64759 members 
Mstep: Class 2 contains 10346 members 
Mstep: Class 3 contains 17143 members 
Mstep: Class 4 contains 29761 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 11347 members 
Mstep: Class 7 contains 38485 members 
Mstep: Class 8 contains 4503 members 
Mstep: Class 9 contains 11501 members 
Mstep: Class 10 contains 51166 members 
Mstep: Class 11 contains 41625 members 
Mstep: Class 12 contains 33019 members 
Mstep: Class 13 contains 13468 members 
Mstep: Class 14 contains 1409 members 
Mstep: Class 15 contains 13286 members 
Mstep: Class 16 contains 6450 members 
Mstep: Class 17 contains 3728 members 
Mstep: Class 18 contains 2282 members 
Mstep: Class 19 contains 42950 members 
Mstep: Class 20 contains 8235 members 
Mstep: Class 21 contains 3651 members 
Mstep: Class 22 contains 7970 members 
Mstep: Class 23 contains 4542 members 
Mstep: Class 24 contains 3377 members 
Mstep: Class 25 contains 15368 members 
Mstep: Class 26 contains 33819 members 
Mstep: Class 27 contains 6311 members 
Mstep: Class 28 contains 21100 members 
Mstep: Class 29 contains 9421 members 
Mstep: Class 30 contains 26576 members 
Mstep: Class 31 contains 14304 members 
Mstep: Class 32 contains 12787 members 
Mstep: Class 33 contains 9550 members 
Mstep: Class 34 contains 75414 members 
Mstep: Class 35 contains 205441 members 
Mstep: Class 36 contains 4298 members 
Mstep: Class 37 contains 10992 members 
Mstep: Class 38 contains 22562 members 
Entering Unmasked Estep 
Score: -88056504.000000 Penalty: 77521.476562
Splitting cluster 8 changes total score from -88030144.000000 to -88056504.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 9 (11501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Entering Unmasked Estep 
Score: -1208694.125000 Penalty: 1391.308228
	Iteration 0F: 2 clusters Score -1208694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1201007.375000 Penalty: 2782.616455
	Iteration 0F: 3 clusters Score -1201007 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1203565.875000 Penalty: 2782.616455
	Iteration 1F: 3 clusters Score -1203566 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1203891.750000 Penalty: 2782.616455
	Iteration 2F: 3 clusters Score -1203892 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1204140.750000 Penalty: 2782.616455
	Iteration 3F: 3 clusters Score -1204141 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1204355.250000 Penalty: 2782.616455
	Iteration 4Q: 3 clusters Score -1204355 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1204576.375000 Penalty: 2782.616455
	Iteration 5Q: 3 clusters Score -1204576 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1204825.375000 Penalty: 2782.616455
	Iteration 6Q: 3 clusters Score -1204825 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1205126.750000 Penalty: 2782.616455
	Iteration 7Q: 3 clusters Score -1205127 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1205481.750000 Penalty: 2782.616455
	Iteration 8Q: 3 clusters Score -1205482 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1205873.750000 Penalty: 2782.616455
	Iteration 9Q: 3 clusters Score -1205874 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1206261.625000 Penalty: 2782.616455
	Iteration 10Q: 3 clusters Score -1206262 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1206645.375000 Penalty: 2782.616455
	Iteration 11Q: 3 clusters Score -1206645 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1206962.625000 Penalty: 2782.616455
	Iteration 12Q: 3 clusters Score -1206963 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1207168.875000 Penalty: 2782.616455
	Iteration 13Q: 3 clusters Score -1207169 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1207318.000000 Penalty: 2782.616455
	Iteration 14Q: 3 clusters Score -1207318 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -1207419.000000 Penalty: 2782.616455
	Iteration 15Q: 3 clusters Score -1207419 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1207494.625000 Penalty: 2782.616455
	Iteration 16Q: 3 clusters Score -1207495 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1207539.250000 Penalty: 2782.616455
	Iteration 17Q: 3 clusters Score -1207539 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -1207566.250000 Penalty: 2782.616455
	Iteration 18Q: 3 clusters Score -1207566 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1207584.625000 Penalty: 2782.616455
	Iteration 19Q: 3 clusters Score -1207585 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1207594.125000 Penalty: 2782.616455
	Iteration 20F: 3 clusters Score -1207594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -1207601.250000 Penalty: 2782.616455
	Iteration 21Q: 3 clusters Score -1207601 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1207613.625000 Penalty: 2782.616455
	Iteration 22Q: 3 clusters Score -1207614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1207624.375000 Penalty: 2782.616455
	Iteration 23Q: 3 clusters Score -1207624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -1207630.750000 Penalty: 2782.616455
	Iteration 24Q: 3 clusters Score -1207631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1207637.750000 Penalty: 2782.616455
	Iteration 25Q: 3 clusters Score -1207638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1207637.750000 Penalty: 2782.616455
	Iteration 26F: 3 clusters Score -1207638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (51166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51166 members 
Entering Unmasked Estep 
Score: -5110103.000000 Penalty: 1613.413208
	Iteration 0F: 2 clusters Score -5110103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 25774 members 
Entering Unmasked Estep 
Score: -5076710.500000 Penalty: 3226.826416
	Iteration 0F: 3 clusters Score -5076710 nChanged 23791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 27009 members 
Entering Unmasked Estep 
Score: -5090105.000000 Penalty: 3226.826416
	Iteration 1F: 3 clusters Score -5090105 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 27830 members 
Entering Unmasked Estep 
Score: -5090881.500000 Penalty: 3226.826416
	Iteration 2Q: 3 clusters Score -5090882 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 29044 members 
Entering Unmasked Estep 
Score: -5091843.500000 Penalty: 3226.826416
	Iteration 3Q: 3 clusters Score -5091844 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 30826 members 
Entering Unmasked Estep 
Score: -5093079.000000 Penalty: 3226.826416
	Iteration 4F: 3 clusters Score -5093079 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 33193 members 
Entering Unmasked Estep 
Score: -5094715.500000 Penalty: 3226.826416
	Iteration 5F: 3 clusters Score -5094716 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 36022 members 
Entering Unmasked Estep 
Score: -5096783.000000 Penalty: 3226.826416
	Iteration 6F: 3 clusters Score -5096783 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 39197 members 
Entering Unmasked Estep 
Score: -5099222.000000 Penalty: 3226.826416
	Iteration 7F: 3 clusters Score -5099222 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 42393 members 
Entering Unmasked Estep 
Score: -5101768.500000 Penalty: 3226.826416
	Iteration 8F: 3 clusters Score -5101768 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 45221 members 
Entering Unmasked Estep 
Score: -5104089.500000 Penalty: 3226.826416
	Iteration 9F: 3 clusters Score -5104090 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 47454 members 
Entering Unmasked Estep 
Score: -5105954.000000 Penalty: 3226.826416
	Iteration 10Q: 3 clusters Score -5105954 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 48956 members 
Entering Unmasked Estep 
Score: -5107196.500000 Penalty: 3226.826416
	Iteration 11Q: 3 clusters Score -5107196 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 49861 members 
Entering Unmasked Estep 
Score: -5107966.000000 Penalty: 3226.826416
	Iteration 12Q: 3 clusters Score -5107966 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 50302 members 
Entering Unmasked Estep 
Score: -5108308.500000 Penalty: 3226.826416
	Iteration 13Q: 3 clusters Score -5108308 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 50523 members 
Entering Unmasked Estep 
Score: -5108513.500000 Penalty: 3226.826416
	Iteration 14Q: 3 clusters Score -5108514 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 50632 members 
Entering Unmasked Estep 
Score: -5108629.000000 Penalty: 3226.826416
	Iteration 15Q: 3 clusters Score -5108629 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 50697 members 
Entering Unmasked Estep 
Score: -5108715.500000 Penalty: 3226.826416
	Iteration 16Q: 3 clusters Score -5108716 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 50726 members 
Entering Unmasked Estep 
Score: -5108736.000000 Penalty: 3226.826416
	Iteration 17Q: 3 clusters Score -5108736 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 50747 members 
Entering Unmasked Estep 
Score: -5108756.500000 Penalty: 3226.826416
	Iteration 18Q: 3 clusters Score -5108756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 50759 members 
Entering Unmasked Estep 
Score: -5108767.500000 Penalty: 3226.826416
	Iteration 19Q: 3 clusters Score -5108768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 50768 members 
Entering Unmasked Estep 
Score: -5108779.500000 Penalty: 3226.826416
	Iteration 20F: 3 clusters Score -5108780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 50772 members 
Entering Unmasked Estep 
Score: -5108784.000000 Penalty: 3226.826416
	Iteration 21Q: 3 clusters Score -5108784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 50779 members 
Entering Unmasked Estep 
Score: -5108788.000000 Penalty: 3226.826416
	Iteration 22Q: 3 clusters Score -5108788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 50786 members 
Entering Unmasked Estep 
Score: -5108803.000000 Penalty: 3226.826416
	Iteration 23Q: 3 clusters Score -5108803 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 50795 members 
Entering Unmasked Estep 
Score: -5108806.000000 Penalty: 3226.826416
	Iteration 24Q: 3 clusters Score -5108806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 50803 members 
Entering Unmasked Estep 
Score: -5108816.500000 Penalty: 3226.826416
	Iteration 25Q: 3 clusters Score -5108816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 50809 members 
Entering Unmasked Estep 
Score: -5108822.000000 Penalty: 3226.826416
	Iteration 26Q: 3 clusters Score -5108822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 50814 members 
Entering Unmasked Estep 
Score: -5108838.500000 Penalty: 3226.826416
	Iteration 27Q: 3 clusters Score -5108838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 50817 members 
Entering Unmasked Estep 
Score: -5108856.000000 Penalty: 3226.826416
	Iteration 28Q: 3 clusters Score -5108856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 50821 members 
Entering Unmasked Estep 
Score: -5108859.500000 Penalty: 3226.826416
	Iteration 29Q: 3 clusters Score -5108860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 50822 members 
Entering Unmasked Estep 
Score: -5108864.500000 Penalty: 3226.826416
	Iteration 30Q: 3 clusters Score -5108864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 50825 members 
Entering Unmasked Estep 
Score: -5108867.000000 Penalty: 3226.826416
	Iteration 31Q: 3 clusters Score -5108867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 50828 members 
Entering Unmasked Estep 
Score: -5108867.500000 Penalty: 3226.826416
	Iteration 32Q: 3 clusters Score -5108868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 50831 members 
Entering Unmasked Estep 
Score: -5108874.500000 Penalty: 3226.826416
	Iteration 33Q: 3 clusters Score -5108874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 50832 members 
Entering Unmasked Estep 
Score: -5108883.500000 Penalty: 3226.826416
	Iteration 34Q: 3 clusters Score -5108884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 50832 members 
Entering Unmasked Estep 
Score: -5108883.500000 Penalty: 3226.826416
	Iteration 35F: 3 clusters Score -5108884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (41625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41625 members 
Entering Unmasked Estep 
Score: -4307594.500000 Penalty: 1582.704712
	Iteration 0F: 2 clusters Score -4307594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -4280301.000000 Penalty: 3165.409424
	Iteration 0F: 3 clusters Score -4280301 nChanged 19141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -4291169.000000 Penalty: 3165.409424
	Iteration 1F: 3 clusters Score -4291169 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -4292167.000000 Penalty: 3165.409424
	Iteration 2F: 3 clusters Score -4292167 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24484 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -4293551.000000 Penalty: 3165.409424
	Iteration 3F: 3 clusters Score -4293551 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26375 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -4295315.500000 Penalty: 3165.409424
	Iteration 4F: 3 clusters Score -4295316 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28493 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -4297335.000000 Penalty: 3165.409424
	Iteration 5F: 3 clusters Score -4297335 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30444 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -4299210.000000 Penalty: 3165.409424
	Iteration 6F: 3 clusters Score -4299210 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32181 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -4300766.000000 Penalty: 3165.409424
	Iteration 7F: 3 clusters Score -4300766 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33518 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -4301861.500000 Penalty: 3165.409424
	Iteration 8Q: 3 clusters Score -4301862 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34590 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -4302746.500000 Penalty: 3165.409424
	Iteration 9Q: 3 clusters Score -4302746 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35455 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -4303552.500000 Penalty: 3165.409424
	Iteration 10Q: 3 clusters Score -4303552 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36068 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -4304179.500000 Penalty: 3165.409424
	Iteration 11Q: 3 clusters Score -4304180 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36523 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -4304620.500000 Penalty: 3165.409424
	Iteration 12Q: 3 clusters Score -4304620 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36879 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -4304939.000000 Penalty: 3165.409424
	Iteration 13Q: 3 clusters Score -4304939 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37134 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -4305152.000000 Penalty: 3165.409424
	Iteration 14Q: 3 clusters Score -4305152 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37373 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -4305283.500000 Penalty: 3165.409424
	Iteration 15Q: 3 clusters Score -4305284 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37601 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -4305399.000000 Penalty: 3165.409424
	Iteration 16Q: 3 clusters Score -4305399 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37835 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -4305517.500000 Penalty: 3165.409424
	Iteration 17Q: 3 clusters Score -4305518 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38035 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -4305589.500000 Penalty: 3165.409424
	Iteration 18Q: 3 clusters Score -4305590 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38199 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -4305657.000000 Penalty: 3165.409424
	Iteration 19Q: 3 clusters Score -4305657 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38352 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -4305728.500000 Penalty: 3165.409424
	Iteration 20F: 3 clusters Score -4305728 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38500 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -4305777.000000 Penalty: 3165.409424
	Iteration 21Q: 3 clusters Score -4305777 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38638 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -4305841.000000 Penalty: 3165.409424
	Iteration 22Q: 3 clusters Score -4305841 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38766 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -4305881.000000 Penalty: 3165.409424
	Iteration 23Q: 3 clusters Score -4305881 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38886 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -4305929.500000 Penalty: 3165.409424
	Iteration 24Q: 3 clusters Score -4305930 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39008 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -4305984.500000 Penalty: 3165.409424
	Iteration 25Q: 3 clusters Score -4305984 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39109 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -4306035.500000 Penalty: 3165.409424
	Iteration 26Q: 3 clusters Score -4306036 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39205 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -4306093.500000 Penalty: 3165.409424
	Iteration 27Q: 3 clusters Score -4306094 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39276 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -4306109.000000 Penalty: 3165.409424
	Iteration 28Q: 3 clusters Score -4306109 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39354 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -4306134.000000 Penalty: 3165.409424
	Iteration 29Q: 3 clusters Score -4306134 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39415 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -4306154.500000 Penalty: 3165.409424
	Iteration 30Q: 3 clusters Score -4306154 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39464 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -4306175.500000 Penalty: 3165.409424
	Iteration 31Q: 3 clusters Score -4306176 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39499 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -4306185.500000 Penalty: 3165.409424
	Iteration 32Q: 3 clusters Score -4306186 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39530 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -4306190.500000 Penalty: 3165.409424
	Iteration 33Q: 3 clusters Score -4306190 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39550 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -4306187.500000 Penalty: 3165.409424
	Iteration 34Q: 3 clusters Score -4306188 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39567 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -4306188.000000 Penalty: 3165.409424
	Iteration 35Q: 3 clusters Score -4306188 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39586 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -4306191.500000 Penalty: 3165.409424
	Iteration 36Q: 3 clusters Score -4306192 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39607 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -4306199.500000 Penalty: 3165.409424
	Iteration 37Q: 3 clusters Score -4306200 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39625 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -4306200.500000 Penalty: 3165.409424
	Iteration 38Q: 3 clusters Score -4306200 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39645 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -4306212.500000 Penalty: 3165.409424
	Iteration 39Q: 3 clusters Score -4306212 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39666 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -4306219.000000 Penalty: 3165.409424
	Iteration 40F: 3 clusters Score -4306219 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39695 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -4306228.500000 Penalty: 3165.409424
	Iteration 41Q: 3 clusters Score -4306228 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39716 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -4306237.500000 Penalty: 3165.409424
	Iteration 42Q: 3 clusters Score -4306238 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39738 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -4306237.000000 Penalty: 3165.409424
	Iteration 43Q: 3 clusters Score -4306237 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39755 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -4306240.500000 Penalty: 3165.409424
	Iteration 44Q: 3 clusters Score -4306240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39771 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -4306254.500000 Penalty: 3165.409424
	Iteration 45Q: 3 clusters Score -4306254 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39786 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -4306257.000000 Penalty: 3165.409424
	Iteration 46Q: 3 clusters Score -4306257 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39803 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -4306255.500000 Penalty: 3165.409424
	Iteration 47Q: 3 clusters Score -4306256 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39816 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -4306268.500000 Penalty: 3165.409424
	Iteration 48Q: 3 clusters Score -4306268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39823 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -4306268.000000 Penalty: 3165.409424
	Iteration 49Q: 3 clusters Score -4306268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39826 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -4306264.500000 Penalty: 3165.409424
	Iteration 50Q: 3 clusters Score -4306264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39829 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -4306267.000000 Penalty: 3165.409424
	Iteration 51Q: 3 clusters Score -4306267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39830 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -4306267.500000 Penalty: 3165.409424
	Iteration 52Q: 3 clusters Score -4306268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39833 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -4306264.000000 Penalty: 3165.409424
	Iteration 53Q: 3 clusters Score -4306264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39835 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -4306267.000000 Penalty: 3165.409424
	Iteration 54Q: 3 clusters Score -4306267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39837 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -4306265.500000 Penalty: 3165.409424
	Iteration 55Q: 3 clusters Score -4306266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39838 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -4306262.000000 Penalty: 3165.409424
	Iteration 56Q: 3 clusters Score -4306262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39839 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -4306261.500000 Penalty: 3165.409424
	Iteration 57Q: 3 clusters Score -4306262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39841 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -4306262.500000 Penalty: 3165.409424
	Iteration 58Q: 3 clusters Score -4306262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39843 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -4306265.000000 Penalty: 3165.409424
	Iteration 59Q: 3 clusters Score -4306265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39845 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -4306264.500000 Penalty: 3165.409424
	Iteration 60F: 3 clusters Score -4306264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39848 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -4306260.500000 Penalty: 3165.409424
	Iteration 61Q: 3 clusters Score -4306260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39850 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -4306266.000000 Penalty: 3165.409424
	Iteration 62Q: 3 clusters Score -4306266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39854 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -4306273.000000 Penalty: 3165.409424
	Iteration 63Q: 3 clusters Score -4306273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39855 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -4306272.500000 Penalty: 3165.409424
	Iteration 64Q: 3 clusters Score -4306272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39859 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -4306272.500000 Penalty: 3165.409424
	Iteration 65Q: 3 clusters Score -4306272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39864 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -4306271.500000 Penalty: 3165.409424
	Iteration 66Q: 3 clusters Score -4306272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39867 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -4306278.000000 Penalty: 3165.409424
	Iteration 67Q: 3 clusters Score -4306278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39868 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -4306275.500000 Penalty: 3165.409424
	Iteration 68Q: 3 clusters Score -4306276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39870 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -4306274.000000 Penalty: 3165.409424
	Iteration 69Q: 3 clusters Score -4306274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39870 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -4306274.000000 Penalty: 3165.409424
	Iteration 70F: 3 clusters Score -4306274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (33019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33019 members 
Entering Unmasked Estep 
Score: -3112309.500000 Penalty: 1548.239990
	Iteration 0F: 2 clusters Score -3112310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -3090911.750000 Penalty: 3096.479980
	Iteration 0F: 3 clusters Score -3090912 nChanged 14911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -3099235.250000 Penalty: 3096.479980
	Iteration 1F: 3 clusters Score -3099235 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -3099946.500000 Penalty: 3096.479980
	Iteration 2F: 3 clusters Score -3099946 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -3100711.750000 Penalty: 3096.479980
	Iteration 3F: 3 clusters Score -3100712 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -3101540.500000 Penalty: 3096.479980
	Iteration 4F: 3 clusters Score -3101540 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -3102553.000000 Penalty: 3096.479980
	Iteration 5F: 3 clusters Score -3102553 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -3103739.750000 Penalty: 3096.479980
	Iteration 6F: 3 clusters Score -3103740 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -3105011.250000 Penalty: 3096.479980
	Iteration 7F: 3 clusters Score -3105011 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -3106336.000000 Penalty: 3096.479980
	Iteration 8F: 3 clusters Score -3106336 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -3107621.000000 Penalty: 3096.479980
	Iteration 9F: 3 clusters Score -3107621 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27224 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -3108782.500000 Penalty: 3096.479980
	Iteration 10Q: 3 clusters Score -3108782 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28169 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -3109581.000000 Penalty: 3096.479980
	Iteration 11Q: 3 clusters Score -3109581 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28878 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -3110139.250000 Penalty: 3096.479980
	Iteration 12Q: 3 clusters Score -3110139 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -3110541.000000 Penalty: 3096.479980
	Iteration 13Q: 3 clusters Score -3110541 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29805 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -3110809.000000 Penalty: 3096.479980
	Iteration 14Q: 3 clusters Score -3110809 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30143 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -3111011.250000 Penalty: 3096.479980
	Iteration 15Q: 3 clusters Score -3111011 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30429 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -3111188.750000 Penalty: 3096.479980
	Iteration 16Q: 3 clusters Score -3111189 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30644 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -3111304.750000 Penalty: 3096.479980
	Iteration 17Q: 3 clusters Score -3111305 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30822 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -3111385.750000 Penalty: 3096.479980
	Iteration 18Q: 3 clusters Score -3111386 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30980 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -3111468.250000 Penalty: 3096.479980
	Iteration 19Q: 3 clusters Score -3111468 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31102 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -3111515.250000 Penalty: 3096.479980
	Iteration 20F: 3 clusters Score -3111515 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31195 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -3111535.250000 Penalty: 3096.479980
	Iteration 21Q: 3 clusters Score -3111535 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31257 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -3111563.500000 Penalty: 3096.479980
	Iteration 22Q: 3 clusters Score -3111564 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31309 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -3111591.750000 Penalty: 3096.479980
	Iteration 23Q: 3 clusters Score -3111592 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31347 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -3111602.500000 Penalty: 3096.479980
	Iteration 24Q: 3 clusters Score -3111602 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31393 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -3111625.250000 Penalty: 3096.479980
	Iteration 25Q: 3 clusters Score -3111625 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31428 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -3111627.500000 Penalty: 3096.479980
	Iteration 26Q: 3 clusters Score -3111628 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31469 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -3111643.500000 Penalty: 3096.479980
	Iteration 27Q: 3 clusters Score -3111644 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31505 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -3111662.000000 Penalty: 3096.479980
	Iteration 28Q: 3 clusters Score -3111662 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31539 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -3111677.500000 Penalty: 3096.479980
	Iteration 29Q: 3 clusters Score -3111678 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31561 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -3111678.750000 Penalty: 3096.479980
	Iteration 30Q: 3 clusters Score -3111679 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31585 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -3111697.750000 Penalty: 3096.479980
	Iteration 31Q: 3 clusters Score -3111698 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31613 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -3111706.250000 Penalty: 3096.479980
	Iteration 32Q: 3 clusters Score -3111706 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31640 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -3111719.250000 Penalty: 3096.479980
	Iteration 33Q: 3 clusters Score -3111719 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31663 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -3111725.000000 Penalty: 3096.479980
	Iteration 34Q: 3 clusters Score -3111725 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31678 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -3111730.000000 Penalty: 3096.479980
	Iteration 35Q: 3 clusters Score -3111730 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31703 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -3111734.750000 Penalty: 3096.479980
	Iteration 36Q: 3 clusters Score -3111735 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31715 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -3111740.000000 Penalty: 3096.479980
	Iteration 37Q: 3 clusters Score -3111740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31722 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -3111747.000000 Penalty: 3096.479980
	Iteration 38Q: 3 clusters Score -3111747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31726 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -3111748.250000 Penalty: 3096.479980
	Iteration 39Q: 3 clusters Score -3111748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31728 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -3111748.000000 Penalty: 3096.479980
	Iteration 40F: 3 clusters Score -3111748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Entering Unmasked Estep 
Score: -1320154.125000 Penalty: 1414.801147
	Iteration 0F: 2 clusters Score -1320154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1311296.625000 Penalty: 2829.602295
	Iteration 0F: 3 clusters Score -1311297 nChanged 5698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1314341.250000 Penalty: 2829.602295
	Iteration 1F: 3 clusters Score -1314341 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1314723.250000 Penalty: 2829.602295
	Iteration 2F: 3 clusters Score -1314723 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1315065.750000 Penalty: 2829.602295
	Iteration 3F: 3 clusters Score -1315066 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1315415.750000 Penalty: 2829.602295
	Iteration 4Q: 3 clusters Score -1315416 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1315820.000000 Penalty: 2829.602295
	Iteration 5Q: 3 clusters Score -1315820 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1316292.875000 Penalty: 2829.602295
	Iteration 6F: 3 clusters Score -1316293 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1316737.750000 Penalty: 2829.602295
	Iteration 7F: 3 clusters Score -1316738 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1317153.250000 Penalty: 2829.602295
	Iteration 8Q: 3 clusters Score -1317153 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1317506.000000 Penalty: 2829.602295
	Iteration 9Q: 3 clusters Score -1317506 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1317777.250000 Penalty: 2829.602295
	Iteration 10Q: 3 clusters Score -1317777 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1318007.625000 Penalty: 2829.602295
	Iteration 11Q: 3 clusters Score -1318008 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1318212.875000 Penalty: 2829.602295
	Iteration 12Q: 3 clusters Score -1318213 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1318381.250000 Penalty: 2829.602295
	Iteration 13Q: 3 clusters Score -1318381 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1318525.875000 Penalty: 2829.602295
	Iteration 14Q: 3 clusters Score -1318526 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1318648.750000 Penalty: 2829.602295
	Iteration 15Q: 3 clusters Score -1318649 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1318762.125000 Penalty: 2829.602295
	Iteration 16Q: 3 clusters Score -1318762 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1318859.625000 Penalty: 2829.602295
	Iteration 17Q: 3 clusters Score -1318860 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1318952.500000 Penalty: 2829.602295
	Iteration 18Q: 3 clusters Score -1318952 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1319043.750000 Penalty: 2829.602295
	Iteration 19Q: 3 clusters Score -1319044 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1319133.250000 Penalty: 2829.602295
	Iteration 20F: 3 clusters Score -1319133 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1319220.500000 Penalty: 2829.602295
	Iteration 21Q: 3 clusters Score -1319220 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1319308.750000 Penalty: 2829.602295
	Iteration 22Q: 3 clusters Score -1319309 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1319388.500000 Penalty: 2829.602295
	Iteration 23Q: 3 clusters Score -1319388 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1319459.250000 Penalty: 2829.602295
	Iteration 24Q: 3 clusters Score -1319459 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1319503.375000 Penalty: 2829.602295
	Iteration 25Q: 3 clusters Score -1319503 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1319544.125000 Penalty: 2829.602295
	Iteration 26Q: 3 clusters Score -1319544 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1319574.375000 Penalty: 2829.602295
	Iteration 27Q: 3 clusters Score -1319574 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1319599.625000 Penalty: 2829.602295
	Iteration 28Q: 3 clusters Score -1319600 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1319619.250000 Penalty: 2829.602295
	Iteration 29Q: 3 clusters Score -1319619 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1319651.625000 Penalty: 2829.602295
	Iteration 30Q: 3 clusters Score -1319652 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1319668.750000 Penalty: 2829.602295
	Iteration 31Q: 3 clusters Score -1319669 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1319686.875000 Penalty: 2829.602295
	Iteration 32Q: 3 clusters Score -1319687 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1319710.750000 Penalty: 2829.602295
	Iteration 33Q: 3 clusters Score -1319711 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1319725.000000 Penalty: 2829.602295
	Iteration 34Q: 3 clusters Score -1319725 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1319736.375000 Penalty: 2829.602295
	Iteration 35Q: 3 clusters Score -1319736 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1319744.625000 Penalty: 2829.602295
	Iteration 36Q: 3 clusters Score -1319745 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1319752.250000 Penalty: 2829.602295
	Iteration 37Q: 3 clusters Score -1319752 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1319756.125000 Penalty: 2829.602295
	Iteration 38Q: 3 clusters Score -1319756 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1319763.000000 Penalty: 2829.602295
	Iteration 39Q: 3 clusters Score -1319763 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1319771.750000 Penalty: 2829.602295
	Iteration 40F: 3 clusters Score -1319772 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1319777.250000 Penalty: 2829.602295
	Iteration 41Q: 3 clusters Score -1319777 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1319787.500000 Penalty: 2829.602295
	Iteration 42Q: 3 clusters Score -1319788 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1319794.625000 Penalty: 2829.602295
	Iteration 43Q: 3 clusters Score -1319795 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1319798.625000 Penalty: 2829.602295
	Iteration 44Q: 3 clusters Score -1319799 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1319808.250000 Penalty: 2829.602295
	Iteration 45Q: 3 clusters Score -1319808 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1319817.250000 Penalty: 2829.602295
	Iteration 46Q: 3 clusters Score -1319817 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1319819.750000 Penalty: 2829.602295
	Iteration 47Q: 3 clusters Score -1319820 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1319826.125000 Penalty: 2829.602295
	Iteration 48Q: 3 clusters Score -1319826 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1319832.750000 Penalty: 2829.602295
	Iteration 49Q: 3 clusters Score -1319833 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1319841.375000 Penalty: 2829.602295
	Iteration 50Q: 3 clusters Score -1319841 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1319846.500000 Penalty: 2829.602295
	Iteration 51Q: 3 clusters Score -1319846 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1319849.000000 Penalty: 2829.602295
	Iteration 52Q: 3 clusters Score -1319849 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1319858.750000 Penalty: 2829.602295
	Iteration 53Q: 3 clusters Score -1319859 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1319864.250000 Penalty: 2829.602295
	Iteration 54Q: 3 clusters Score -1319864 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1319865.250000 Penalty: 2829.602295
	Iteration 55Q: 3 clusters Score -1319865 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1319876.625000 Penalty: 2829.602295
	Iteration 56Q: 3 clusters Score -1319877 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1319880.250000 Penalty: 2829.602295
	Iteration 57Q: 3 clusters Score -1319880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1319884.875000 Penalty: 2829.602295
	Iteration 58Q: 3 clusters Score -1319885 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1319886.000000 Penalty: 2829.602295
	Iteration 59Q: 3 clusters Score -1319886 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1319890.500000 Penalty: 2829.602295
	Iteration 60F: 3 clusters Score -1319890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1319893.125000 Penalty: 2829.602295
	Iteration 61Q: 3 clusters Score -1319893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1319896.000000 Penalty: 2829.602295
	Iteration 62Q: 3 clusters Score -1319896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1319901.875000 Penalty: 2829.602295
	Iteration 63Q: 3 clusters Score -1319902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1319905.375000 Penalty: 2829.602295
	Iteration 64Q: 3 clusters Score -1319905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1319907.375000 Penalty: 2829.602295
	Iteration 65Q: 3 clusters Score -1319907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1319910.375000 Penalty: 2829.602295
	Iteration 66Q: 3 clusters Score -1319910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1319911.875000 Penalty: 2829.602295
	Iteration 67Q: 3 clusters Score -1319912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1319915.625000 Penalty: 2829.602295
	Iteration 68Q: 3 clusters Score -1319916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1319914.375000 Penalty: 2829.602295
	Iteration 69Q: 3 clusters Score -1319914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1319916.875000 Penalty: 2829.602295
	Iteration 70Q: 3 clusters Score -1319917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1319915.750000 Penalty: 2829.602295
	Iteration 71Q: 3 clusters Score -1319916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1319919.125000 Penalty: 2829.602295
	Iteration 72Q: 3 clusters Score -1319919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1319919.125000 Penalty: 2829.602295
	Iteration 73Q: 3 clusters Score -1319919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1319919.625000 Penalty: 2829.602295
	Iteration 74Q: 3 clusters Score -1319920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1319919.000000 Penalty: 2829.602295
	Iteration 75Q: 3 clusters Score -1319919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1319919.000000 Penalty: 2829.602295
	Iteration 76F: 3 clusters Score -1319919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Entering Unmasked Estep 
Score: -131275.281250 Penalty: 1078.894653
	Iteration 0F: 2 clusters Score -131275.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -129769.765625 Penalty: 2157.789307
	Iteration 0F: 3 clusters Score -129769.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -130154.593750 Penalty: 2157.789307
	Iteration 1F: 3 clusters Score -130154.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -130252.031250 Penalty: 2157.789307
	Iteration 2F: 3 clusters Score -130252 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -130293.679688 Penalty: 2157.789307
	Iteration 3Q: 3 clusters Score -130293.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -130321.500000 Penalty: 2157.789307
	Iteration 4Q: 3 clusters Score -130321.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -130337.562500 Penalty: 2157.789307
	Iteration 5Q: 3 clusters Score -130337.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -130345.171875 Penalty: 2157.789307
	Iteration 6Q: 3 clusters Score -130345.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -130349.117188 Penalty: 2157.789307
	Iteration 7Q: 3 clusters Score -130349.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -130354.148438 Penalty: 2157.789307
	Iteration 8Q: 3 clusters Score -130354.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -130356.601562 Penalty: 2157.789307
	Iteration 9Q: 3 clusters Score -130356.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -130356.742188 Penalty: 2157.789307
	Iteration 10Q: 3 clusters Score -130356.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -130356.742188 Penalty: 2157.789307
	Iteration 11F: 3 clusters Score -130356.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Entering Unmasked Estep 
Score: -1350419.875000 Penalty: 1412.776489
	Iteration 0F: 2 clusters Score -1350420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1341566.500000 Penalty: 2825.552979
	Iteration 0F: 3 clusters Score -1341566 nChanged 5637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1344556.000000 Penalty: 2825.552979
	Iteration 1F: 3 clusters Score -1344556 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1344892.375000 Penalty: 2825.552979
	Iteration 2F: 3 clusters Score -1344892 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1345192.625000 Penalty: 2825.552979
	Iteration 3F: 3 clusters Score -1345193 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1345452.000000 Penalty: 2825.552979
	Iteration 4Q: 3 clusters Score -1345452 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1345716.125000 Penalty: 2825.552979
	Iteration 5Q: 3 clusters Score -1345716 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1345971.125000 Penalty: 2825.552979
	Iteration 6Q: 3 clusters Score -1345971 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1346237.250000 Penalty: 2825.552979
	Iteration 7Q: 3 clusters Score -1346237 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1346524.000000 Penalty: 2825.552979
	Iteration 8Q: 3 clusters Score -1346524 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1346833.375000 Penalty: 2825.552979
	Iteration 9Q: 3 clusters Score -1346833 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1347121.875000 Penalty: 2825.552979
	Iteration 10Q: 3 clusters Score -1347122 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1347419.625000 Penalty: 2825.552979
	Iteration 11Q: 3 clusters Score -1347420 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1347751.250000 Penalty: 2825.552979
	Iteration 12Q: 3 clusters Score -1347751 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1348051.750000 Penalty: 2825.552979
	Iteration 13Q: 3 clusters Score -1348052 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1348289.250000 Penalty: 2825.552979
	Iteration 14Q: 3 clusters Score -1348289 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1348473.250000 Penalty: 2825.552979
	Iteration 15Q: 3 clusters Score -1348473 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1348588.000000 Penalty: 2825.552979
	Iteration 16Q: 3 clusters Score -1348588 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1348661.625000 Penalty: 2825.552979
	Iteration 17Q: 3 clusters Score -1348662 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1348710.875000 Penalty: 2825.552979
	Iteration 18Q: 3 clusters Score -1348711 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1348754.500000 Penalty: 2825.552979
	Iteration 19Q: 3 clusters Score -1348754 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1348793.000000 Penalty: 2825.552979
	Iteration 20F: 3 clusters Score -1348793 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1348824.125000 Penalty: 2825.552979
	Iteration 21Q: 3 clusters Score -1348824 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1348838.500000 Penalty: 2825.552979
	Iteration 22Q: 3 clusters Score -1348838 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1348857.500000 Penalty: 2825.552979
	Iteration 23Q: 3 clusters Score -1348858 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1348870.875000 Penalty: 2825.552979
	Iteration 24Q: 3 clusters Score -1348871 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1348871.875000 Penalty: 2825.552979
	Iteration 25Q: 3 clusters Score -1348872 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1348877.750000 Penalty: 2825.552979
	Iteration 26Q: 3 clusters Score -1348878 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1348882.875000 Penalty: 2825.552979
	Iteration 27Q: 3 clusters Score -1348883 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1348891.125000 Penalty: 2825.552979
	Iteration 28Q: 3 clusters Score -1348891 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1348898.750000 Penalty: 2825.552979
	Iteration 29Q: 3 clusters Score -1348899 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1348903.750000 Penalty: 2825.552979
	Iteration 30Q: 3 clusters Score -1348904 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1348915.500000 Penalty: 2825.552979
	Iteration 31Q: 3 clusters Score -1348916 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1348920.500000 Penalty: 2825.552979
	Iteration 32Q: 3 clusters Score -1348920 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1348929.875000 Penalty: 2825.552979
	Iteration 33Q: 3 clusters Score -1348930 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1348935.750000 Penalty: 2825.552979
	Iteration 34Q: 3 clusters Score -1348936 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1348941.250000 Penalty: 2825.552979
	Iteration 35Q: 3 clusters Score -1348941 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1348941.250000 Penalty: 2825.552979
	Iteration 36Q: 3 clusters Score -1348941 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1348948.875000 Penalty: 2825.552979
	Iteration 37Q: 3 clusters Score -1348949 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1348956.750000 Penalty: 2825.552979
	Iteration 38Q: 3 clusters Score -1348957 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1348966.125000 Penalty: 2825.552979
	Iteration 39Q: 3 clusters Score -1348966 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1348979.000000 Penalty: 2825.552979
	Iteration 40F: 3 clusters Score -1348979 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1348988.000000 Penalty: 2825.552979
	Iteration 41Q: 3 clusters Score -1348988 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1349003.375000 Penalty: 2825.552979
	Iteration 42Q: 3 clusters Score -1349003 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1349015.500000 Penalty: 2825.552979
	Iteration 43Q: 3 clusters Score -1349016 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1349015.000000 Penalty: 2825.552979
	Iteration 44Q: 3 clusters Score -1349015 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1349024.250000 Penalty: 2825.552979
	Iteration 45Q: 3 clusters Score -1349024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1349020.625000 Penalty: 2825.552979
	Iteration 46Q: 3 clusters Score -1349021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1349020.875000 Penalty: 2825.552979
	Iteration 47Q: 3 clusters Score -1349021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1349020.875000 Penalty: 2825.552979
	Iteration 48Q: 3 clusters Score -1349021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1349023.875000 Penalty: 2825.552979
	Iteration 49Q: 3 clusters Score -1349024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1349023.750000 Penalty: 2825.552979
	Iteration 50Q: 3 clusters Score -1349024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1349025.125000 Penalty: 2825.552979
	Iteration 51Q: 3 clusters Score -1349025 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1349026.500000 Penalty: 2825.552979
	Iteration 52Q: 3 clusters Score -1349026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1349028.125000 Penalty: 2825.552979
	Iteration 53Q: 3 clusters Score -1349028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1349027.125000 Penalty: 2825.552979
	Iteration 54Q: 3 clusters Score -1349027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1349024.250000 Penalty: 2825.552979
	Iteration 55Q: 3 clusters Score -1349024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1349024.250000 Penalty: 2825.552979
	Iteration 56F: 3 clusters Score -1349024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Entering Unmasked Estep 
Score: -675729.937500 Penalty: 1305.249146
	Iteration 0F: 2 clusters Score -675729.9 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 3226 members 
Entering Unmasked Estep 
Score: -671128.750000 Penalty: 2610.498291
	Iteration 0F: 3 clusters Score -671128.8 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -672508.375000 Penalty: 2610.498291
	Iteration 1F: 3 clusters Score -672508.4 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -672824.687500 Penalty: 2610.498291
	Iteration 2F: 3 clusters Score -672824.7 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -673045.750000 Penalty: 2610.498291
	Iteration 3F: 3 clusters Score -673045.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -673203.125000 Penalty: 2610.498291
	Iteration 4Q: 3 clusters Score -673203.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -673331.125000 Penalty: 2610.498291
	Iteration 5Q: 3 clusters Score -673331.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -673438.187500 Penalty: 2610.498291
	Iteration 6Q: 3 clusters Score -673438.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -673519.375000 Penalty: 2610.498291
	Iteration 7Q: 3 clusters Score -673519.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -673588.875000 Penalty: 2610.498291
	Iteration 8Q: 3 clusters Score -673588.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -673644.875000 Penalty: 2610.498291
	Iteration 9Q: 3 clusters Score -673644.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -673694.937500 Penalty: 2610.498291
	Iteration 10Q: 3 clusters Score -673694.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -673749.750000 Penalty: 2610.498291
	Iteration 11Q: 3 clusters Score -673749.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -673796.625000 Penalty: 2610.498291
	Iteration 12Q: 3 clusters Score -673796.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -673840.375000 Penalty: 2610.498291
	Iteration 13Q: 3 clusters Score -673840.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -673884.500000 Penalty: 2610.498291
	Iteration 14Q: 3 clusters Score -673884.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -673931.250000 Penalty: 2610.498291
	Iteration 15Q: 3 clusters Score -673931.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -673970.375000 Penalty: 2610.498291
	Iteration 16Q: 3 clusters Score -673970.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -674007.500000 Penalty: 2610.498291
	Iteration 17Q: 3 clusters Score -674007.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -674046.062500 Penalty: 2610.498291
	Iteration 18Q: 3 clusters Score -674046.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -674083.562500 Penalty: 2610.498291
	Iteration 19Q: 3 clusters Score -674083.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -674113.687500 Penalty: 2610.498291
	Iteration 20F: 3 clusters Score -674113.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -674142.062500 Penalty: 2610.498291
	Iteration 21Q: 3 clusters Score -674142.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -674168.750000 Penalty: 2610.498291
	Iteration 22Q: 3 clusters Score -674168.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -674188.437500 Penalty: 2610.498291
	Iteration 23Q: 3 clusters Score -674188.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -674208.812500 Penalty: 2610.498291
	Iteration 24Q: 3 clusters Score -674208.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -674229.437500 Penalty: 2610.498291
	Iteration 25Q: 3 clusters Score -674229.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -674256.812500 Penalty: 2610.498291
	Iteration 26Q: 3 clusters Score -674256.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -674275.937500 Penalty: 2610.498291
	Iteration 27Q: 3 clusters Score -674275.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -674294.437500 Penalty: 2610.498291
	Iteration 28Q: 3 clusters Score -674294.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -674302.625000 Penalty: 2610.498291
	Iteration 29Q: 3 clusters Score -674302.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -674309.625000 Penalty: 2610.498291
	Iteration 30Q: 3 clusters Score -674309.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -674315.687500 Penalty: 2610.498291
	Iteration 31Q: 3 clusters Score -674315.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -674320.812500 Penalty: 2610.498291
	Iteration 32Q: 3 clusters Score -674320.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -674326.437500 Penalty: 2610.498291
	Iteration 33Q: 3 clusters Score -674326.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -674328.625000 Penalty: 2610.498291
	Iteration 34Q: 3 clusters Score -674328.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -674330.750000 Penalty: 2610.498291
	Iteration 35Q: 3 clusters Score -674330.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -674331.250000 Penalty: 2610.498291
	Iteration 36Q: 3 clusters Score -674331.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -674334.187500 Penalty: 2610.498291
	Iteration 37Q: 3 clusters Score -674334.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -674335.250000 Penalty: 2610.498291
	Iteration 38Q: 3 clusters Score -674335.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -674338.562500 Penalty: 2610.498291
	Iteration 39Q: 3 clusters Score -674338.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -674343.562500 Penalty: 2610.498291
	Iteration 40F: 3 clusters Score -674343.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -674345.437500 Penalty: 2610.498291
	Iteration 41Q: 3 clusters Score -674345.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -674344.375000 Penalty: 2610.498291
	Iteration 42Q: 3 clusters Score -674344.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -674349.687500 Penalty: 2610.498291
	Iteration 43Q: 3 clusters Score -674349.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -674354.625000 Penalty: 2610.498291
	Iteration 44Q: 3 clusters Score -674354.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -674359.312500 Penalty: 2610.498291
	Iteration 45Q: 3 clusters Score -674359.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -674363.125000 Penalty: 2610.498291
	Iteration 46Q: 3 clusters Score -674363.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -674367.000000 Penalty: 2610.498291
	Iteration 47Q: 3 clusters Score -674367 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -674370.250000 Penalty: 2610.498291
	Iteration 48Q: 3 clusters Score -674370.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -674373.875000 Penalty: 2610.498291
	Iteration 49Q: 3 clusters Score -674373.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -674374.937500 Penalty: 2610.498291
	Iteration 50Q: 3 clusters Score -674374.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -674376.500000 Penalty: 2610.498291
	Iteration 51Q: 3 clusters Score -674376.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -674377.937500 Penalty: 2610.498291
	Iteration 52Q: 3 clusters Score -674377.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -674380.625000 Penalty: 2610.498291
	Iteration 53Q: 3 clusters Score -674380.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -674381.187500 Penalty: 2610.498291
	Iteration 54Q: 3 clusters Score -674381.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -674381.875000 Penalty: 2610.498291
	Iteration 55Q: 3 clusters Score -674381.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -674381.875000 Penalty: 2610.498291
	Iteration 56Q: 3 clusters Score -674381.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -674384.437500 Penalty: 2610.498291
	Iteration 57Q: 3 clusters Score -674384.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -674391.812500 Penalty: 2610.498291
	Iteration 58Q: 3 clusters Score -674391.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -674394.250000 Penalty: 2610.498291
	Iteration 59Q: 3 clusters Score -674394.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -674400.312500 Penalty: 2610.498291
	Iteration 60F: 3 clusters Score -674400.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -674405.750000 Penalty: 2610.498291
	Iteration 61Q: 3 clusters Score -674405.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -674410.812500 Penalty: 2610.498291
	Iteration 62Q: 3 clusters Score -674410.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -674413.312500 Penalty: 2610.498291
	Iteration 63Q: 3 clusters Score -674413.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -674416.687500 Penalty: 2610.498291
	Iteration 64Q: 3 clusters Score -674416.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -674419.500000 Penalty: 2610.498291
	Iteration 65Q: 3 clusters Score -674419.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -674423.312500 Penalty: 2610.498291
	Iteration 66Q: 3 clusters Score -674423.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -674426.312500 Penalty: 2610.498291
	Iteration 67Q: 3 clusters Score -674426.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -674428.500000 Penalty: 2610.498291
	Iteration 68Q: 3 clusters Score -674428.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -674431.687500 Penalty: 2610.498291
	Iteration 69Q: 3 clusters Score -674431.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -674433.750000 Penalty: 2610.498291
	Iteration 70Q: 3 clusters Score -674433.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -674435.625000 Penalty: 2610.498291
	Iteration 71Q: 3 clusters Score -674435.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -674439.062500 Penalty: 2610.498291
	Iteration 72Q: 3 clusters Score -674439.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -674439.687500 Penalty: 2610.498291
	Iteration 73Q: 3 clusters Score -674439.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -674442.875000 Penalty: 2610.498291
	Iteration 74Q: 3 clusters Score -674442.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -674445.437500 Penalty: 2610.498291
	Iteration 75Q: 3 clusters Score -674445.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -674448.562500 Penalty: 2610.498291
	Iteration 76Q: 3 clusters Score -674448.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -674453.125000 Penalty: 2610.498291
	Iteration 77Q: 3 clusters Score -674453.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -674455.062500 Penalty: 2610.498291
	Iteration 78Q: 3 clusters Score -674455.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -674457.000000 Penalty: 2610.498291
	Iteration 79Q: 3 clusters Score -674457 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -674459.000000 Penalty: 2610.498291
	Iteration 80F: 3 clusters Score -674459 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -674464.500000 Penalty: 2610.498291
	Iteration 81Q: 3 clusters Score -674464.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -674467.375000 Penalty: 2610.498291
	Iteration 82Q: 3 clusters Score -674467.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -674471.750000 Penalty: 2610.498291
	Iteration 83Q: 3 clusters Score -674471.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -674477.125000 Penalty: 2610.498291
	Iteration 84Q: 3 clusters Score -674477.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -674480.187500 Penalty: 2610.498291
	Iteration 85Q: 3 clusters Score -674480.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -674487.375000 Penalty: 2610.498291
	Iteration 86Q: 3 clusters Score -674487.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -674492.812500 Penalty: 2610.498291
	Iteration 87Q: 3 clusters Score -674492.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -674496.062500 Penalty: 2610.498291
	Iteration 88Q: 3 clusters Score -674496.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -674502.187500 Penalty: 2610.498291
	Iteration 89Q: 3 clusters Score -674502.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -674505.062500 Penalty: 2610.498291
	Iteration 90Q: 3 clusters Score -674505.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -674505.375000 Penalty: 2610.498291
	Iteration 91Q: 3 clusters Score -674505.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -674505.875000 Penalty: 2610.498291
	Iteration 92Q: 3 clusters Score -674505.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -674507.500000 Penalty: 2610.498291
	Iteration 93Q: 3 clusters Score -674507.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -674508.750000 Penalty: 2610.498291
	Iteration 94Q: 3 clusters Score -674508.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -674508.062500 Penalty: 2610.498291
	Iteration 95Q: 3 clusters Score -674508.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -674509.562500 Penalty: 2610.498291
	Iteration 96Q: 3 clusters Score -674509.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -674512.562500 Penalty: 2610.498291
	Iteration 97Q: 3 clusters Score -674512.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -674514.312500 Penalty: 2610.498291
	Iteration 98Q: 3 clusters Score -674514.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -674517.687500 Penalty: 2610.498291
	Iteration 99Q: 3 clusters Score -674517.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -674517.875000 Penalty: 2610.498291
	Iteration 100F: 3 clusters Score -674517.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -674522.125000 Penalty: 2610.498291
	Iteration 101Q: 3 clusters Score -674522.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -674522.875000 Penalty: 2610.498291
	Iteration 102Q: 3 clusters Score -674522.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -674524.937500 Penalty: 2610.498291
	Iteration 103Q: 3 clusters Score -674524.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -674527.000000 Penalty: 2610.498291
	Iteration 104Q: 3 clusters Score -674527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -674527.312500 Penalty: 2610.498291
	Iteration 105Q: 3 clusters Score -674527.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -674529.187500 Penalty: 2610.498291
	Iteration 106Q: 3 clusters Score -674529.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -674535.000000 Penalty: 2610.498291
	Iteration 107Q: 3 clusters Score -674535 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -674537.875000 Penalty: 2610.498291
	Iteration 108Q: 3 clusters Score -674537.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -674540.375000 Penalty: 2610.498291
	Iteration 109Q: 3 clusters Score -674540.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -674540.125000 Penalty: 2610.498291
	Iteration 110Q: 3 clusters Score -674540.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -674542.687500 Penalty: 2610.498291
	Iteration 111Q: 3 clusters Score -674542.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -674543.625000 Penalty: 2610.498291
	Iteration 112Q: 3 clusters Score -674543.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -674547.625000 Penalty: 2610.498291
	Iteration 113Q: 3 clusters Score -674547.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -674550.187500 Penalty: 2610.498291
	Iteration 114Q: 3 clusters Score -674550.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -674556.625000 Penalty: 2610.498291
	Iteration 115Q: 3 clusters Score -674556.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -674558.937500 Penalty: 2610.498291
	Iteration 116Q: 3 clusters Score -674558.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -674559.812500 Penalty: 2610.498291
	Iteration 117Q: 3 clusters Score -674559.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -674563.500000 Penalty: 2610.498291
	Iteration 118Q: 3 clusters Score -674563.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -674568.437500 Penalty: 2610.498291
	Iteration 119Q: 3 clusters Score -674568.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -674572.000000 Penalty: 2610.498291
	Iteration 120F: 3 clusters Score -674572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -674575.875000 Penalty: 2610.498291
	Iteration 121Q: 3 clusters Score -674575.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -674578.687500 Penalty: 2610.498291
	Iteration 122Q: 3 clusters Score -674578.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -674578.562500 Penalty: 2610.498291
	Iteration 123Q: 3 clusters Score -674578.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -674581.125000 Penalty: 2610.498291
	Iteration 124Q: 3 clusters Score -674581.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -674582.687500 Penalty: 2610.498291
	Iteration 125Q: 3 clusters Score -674582.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -674584.750000 Penalty: 2610.498291
	Iteration 126Q: 3 clusters Score -674584.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -674587.500000 Penalty: 2610.498291
	Iteration 127Q: 3 clusters Score -674587.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -674589.062500 Penalty: 2610.498291
	Iteration 128Q: 3 clusters Score -674589.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -674593.250000 Penalty: 2610.498291
	Iteration 129Q: 3 clusters Score -674593.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -674595.500000 Penalty: 2610.498291
	Iteration 130Q: 3 clusters Score -674595.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -674598.375000 Penalty: 2610.498291
	Iteration 131Q: 3 clusters Score -674598.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -674600.437500 Penalty: 2610.498291
	Iteration 132Q: 3 clusters Score -674600.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -674605.500000 Penalty: 2610.498291
	Iteration 133Q: 3 clusters Score -674605.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -674607.562500 Penalty: 2610.498291
	Iteration 134Q: 3 clusters Score -674607.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -674611.312500 Penalty: 2610.498291
	Iteration 135Q: 3 clusters Score -674611.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -674612.625000 Penalty: 2610.498291
	Iteration 136Q: 3 clusters Score -674612.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -674616.187500 Penalty: 2610.498291
	Iteration 137Q: 3 clusters Score -674616.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -674620.250000 Penalty: 2610.498291
	Iteration 138Q: 3 clusters Score -674620.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -674623.375000 Penalty: 2610.498291
	Iteration 139Q: 3 clusters Score -674623.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -674625.562500 Penalty: 2610.498291
	Iteration 140F: 3 clusters Score -674625.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -674627.000000 Penalty: 2610.498291
	Iteration 141Q: 3 clusters Score -674627 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -674630.625000 Penalty: 2610.498291
	Iteration 142Q: 3 clusters Score -674630.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -674634.000000 Penalty: 2610.498291
	Iteration 143Q: 3 clusters Score -674634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -674634.750000 Penalty: 2610.498291
	Iteration 144Q: 3 clusters Score -674634.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -674635.687500 Penalty: 2610.498291
	Iteration 145Q: 3 clusters Score -674635.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -674638.375000 Penalty: 2610.498291
	Iteration 146Q: 3 clusters Score -674638.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -674639.500000 Penalty: 2610.498291
	Iteration 147Q: 3 clusters Score -674639.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -674644.000000 Penalty: 2610.498291
	Iteration 148Q: 3 clusters Score -674644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -674645.625000 Penalty: 2610.498291
	Iteration 149Q: 3 clusters Score -674645.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -674647.875000 Penalty: 2610.498291
	Iteration 150Q: 3 clusters Score -674647.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -674649.437500 Penalty: 2610.498291
	Iteration 151Q: 3 clusters Score -674649.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -674652.937500 Penalty: 2610.498291
	Iteration 152Q: 3 clusters Score -674652.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -674656.125000 Penalty: 2610.498291
	Iteration 153Q: 3 clusters Score -674656.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -674657.375000 Penalty: 2610.498291
	Iteration 154Q: 3 clusters Score -674657.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -674658.500000 Penalty: 2610.498291
	Iteration 155Q: 3 clusters Score -674658.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -674663.500000 Penalty: 2610.498291
	Iteration 156Q: 3 clusters Score -674663.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -674666.875000 Penalty: 2610.498291
	Iteration 157Q: 3 clusters Score -674666.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -674671.250000 Penalty: 2610.498291
	Iteration 158Q: 3 clusters Score -674671.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -674677.312500 Penalty: 2610.498291
	Iteration 159Q: 3 clusters Score -674677.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -674682.500000 Penalty: 2610.498291
	Iteration 160F: 3 clusters Score -674682.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -674691.125000 Penalty: 2610.498291
	Iteration 161Q: 3 clusters Score -674691.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -674696.937500 Penalty: 2610.498291
	Iteration 162Q: 3 clusters Score -674696.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -674701.812500 Penalty: 2610.498291
	Iteration 163Q: 3 clusters Score -674701.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -674711.500000 Penalty: 2610.498291
	Iteration 164Q: 3 clusters Score -674711.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -674716.187500 Penalty: 2610.498291
	Iteration 165Q: 3 clusters Score -674716.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -674720.875000 Penalty: 2610.498291
	Iteration 166Q: 3 clusters Score -674720.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -674724.687500 Penalty: 2610.498291
	Iteration 167Q: 3 clusters Score -674724.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -674726.437500 Penalty: 2610.498291
	Iteration 168Q: 3 clusters Score -674726.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -674731.125000 Penalty: 2610.498291
	Iteration 169Q: 3 clusters Score -674731.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -674735.125000 Penalty: 2610.498291
	Iteration 170Q: 3 clusters Score -674735.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -674739.250000 Penalty: 2610.498291
	Iteration 171Q: 3 clusters Score -674739.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -674743.812500 Penalty: 2610.498291
	Iteration 172Q: 3 clusters Score -674743.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -674749.812500 Penalty: 2610.498291
	Iteration 173Q: 3 clusters Score -674749.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -674753.750000 Penalty: 2610.498291
	Iteration 174Q: 3 clusters Score -674753.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -674758.062500 Penalty: 2610.498291
	Iteration 175Q: 3 clusters Score -674758.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -674762.687500 Penalty: 2610.498291
	Iteration 176Q: 3 clusters Score -674762.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -674770.875000 Penalty: 2610.498291
	Iteration 177Q: 3 clusters Score -674770.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -674778.125000 Penalty: 2610.498291
	Iteration 178Q: 3 clusters Score -674778.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -674785.250000 Penalty: 2610.498291
	Iteration 179Q: 3 clusters Score -674785.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -674790.187500 Penalty: 2610.498291
	Iteration 180F: 3 clusters Score -674790.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -674796.750000 Penalty: 2610.498291
	Iteration 181Q: 3 clusters Score -674796.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -674804.625000 Penalty: 2610.498291
	Iteration 182Q: 3 clusters Score -674804.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -674811.250000 Penalty: 2610.498291
	Iteration 183Q: 3 clusters Score -674811.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -674815.437500 Penalty: 2610.498291
	Iteration 184Q: 3 clusters Score -674815.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -674821.125000 Penalty: 2610.498291
	Iteration 185Q: 3 clusters Score -674821.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -674825.250000 Penalty: 2610.498291
	Iteration 186Q: 3 clusters Score -674825.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -674825.875000 Penalty: 2610.498291
	Iteration 187Q: 3 clusters Score -674825.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -674827.937500 Penalty: 2610.498291
	Iteration 188Q: 3 clusters Score -674827.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -674829.125000 Penalty: 2610.498291
	Iteration 189Q: 3 clusters Score -674829.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -674828.687500 Penalty: 2610.498291
	Iteration 190Q: 3 clusters Score -674828.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -674828.687500 Penalty: 2610.498291
	Iteration 191F: 3 clusters Score -674828.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Entering Unmasked Estep 
Score: -381421.937500 Penalty: 1223.675781
	Iteration 0F: 2 clusters Score -381421.9 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 1884 members 
Entering Unmasked Estep 
Score: -378537.375000 Penalty: 2447.351562
	Iteration 0F: 3 clusters Score -378537.4 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -379360.031250 Penalty: 2447.351562
	Iteration 1F: 3 clusters Score -379360 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -379517.031250 Penalty: 2447.351562
	Iteration 2F: 3 clusters Score -379517 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -379605.656250 Penalty: 2447.351562
	Iteration 3Q: 3 clusters Score -379605.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -379661.781250 Penalty: 2447.351562
	Iteration 4Q: 3 clusters Score -379661.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -379700.531250 Penalty: 2447.351562
	Iteration 5Q: 3 clusters Score -379700.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -379736.843750 Penalty: 2447.351562
	Iteration 6Q: 3 clusters Score -379736.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -379769.843750 Penalty: 2447.351562
	Iteration 7Q: 3 clusters Score -379769.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -379795.718750 Penalty: 2447.351562
	Iteration 8Q: 3 clusters Score -379795.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -379821.875000 Penalty: 2447.351562
	Iteration 9Q: 3 clusters Score -379821.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -379862.156250 Penalty: 2447.351562
	Iteration 10Q: 3 clusters Score -379862.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -379909.437500 Penalty: 2447.351562
	Iteration 11Q: 3 clusters Score -379909.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -379967.093750 Penalty: 2447.351562
	Iteration 12Q: 3 clusters Score -379967.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -380062.906250 Penalty: 2447.351562
	Iteration 13Q: 3 clusters Score -380062.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -380192.031250 Penalty: 2447.351562
	Iteration 14Q: 3 clusters Score -380192 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -380389.000000 Penalty: 2447.351562
	Iteration 15Q: 3 clusters Score -380389 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -380674.218750 Penalty: 2447.351562
	Iteration 16F: 3 clusters Score -380674.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -381008.968750 Penalty: 2447.351562
	Iteration 17F: 3 clusters Score -381009 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -381423.500000 Penalty: 2447.351562
	Iteration 18F: 3 clusters Score -381423.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -381783.687500 Penalty: 2447.351562
	Iteration 19F: 3 clusters Score -381783.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -381953.656250 Penalty: 2447.351562
	Iteration 20F: 3 clusters Score -381953.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -382024.218750 Penalty: 2447.351562
	Iteration 21Q: 3 clusters Score -382024.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -382058.312500 Penalty: 2447.351562
	Iteration 22Q: 3 clusters Score -382058.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -382084.281250 Penalty: 2447.351562
	Iteration 23Q: 3 clusters Score -382084.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -382101.500000 Penalty: 2447.351562
	Iteration 24Q: 3 clusters Score -382101.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -382117.281250 Penalty: 2447.351562
	Iteration 25Q: 3 clusters Score -382117.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -382123.468750 Penalty: 2447.351562
	Iteration 26Q: 3 clusters Score -382123.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -382132.125000 Penalty: 2447.351562
	Iteration 27Q: 3 clusters Score -382132.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -382135.875000 Penalty: 2447.351562
	Iteration 28Q: 3 clusters Score -382135.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -382138.593750 Penalty: 2447.351562
	Iteration 29Q: 3 clusters Score -382138.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -382141.437500 Penalty: 2447.351562
	Iteration 30Q: 3 clusters Score -382141.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -382143.062500 Penalty: 2447.351562
	Iteration 31Q: 3 clusters Score -382143.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -382144.093750 Penalty: 2447.351562
	Iteration 32Q: 3 clusters Score -382144.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -382144.093750 Penalty: 2447.351562
	Iteration 33F: 3 clusters Score -382144.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 64759 members 
Mstep: Class 2 contains 10346 members 
Mstep: Class 3 contains 17143 members 
Mstep: Class 4 contains 29761 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 11347 members 
Mstep: Class 7 contains 38485 members 
Mstep: Class 8 contains 4503 members 
Mstep: Class 9 contains 11501 members 
Mstep: Class 10 contains 51166 members 
Mstep: Class 11 contains 41625 members 
Mstep: Class 12 contains 33019 members 
Mstep: Class 13 contains 13468 members 
Mstep: Class 14 contains 1409 members 
Mstep: Class 15 contains 13286 members 
Mstep: Class 16 contains 6450 members 
Mstep: Class 17 contains 2671 members 
Mstep: Class 18 contains 2282 members 
Mstep: Class 19 contains 42950 members 
Mstep: Class 20 contains 8235 members 
Mstep: Class 21 contains 3651 members 
Mstep: Class 22 contains 7970 members 
Mstep: Class 23 contains 4542 members 
Mstep: Class 24 contains 3377 members 
Mstep: Class 25 contains 15368 members 
Mstep: Class 26 contains 33819 members 
Mstep: Class 27 contains 6311 members 
Mstep: Class 28 contains 21100 members 
Mstep: Class 29 contains 9421 members 
Mstep: Class 30 contains 26576 members 
Mstep: Class 31 contains 14304 members 
Mstep: Class 32 contains 12787 members 
Mstep: Class 33 contains 9550 members 
Mstep: Class 34 contains 75414 members 
Mstep: Class 35 contains 205441 members 
Mstep: Class 36 contains 4298 members 
Mstep: Class 37 contains 10992 members 
Mstep: Class 38 contains 22562 members 
Mstep: Class 39 contains 1057 members 
Entering Unmasked Estep 
Score: -88056376.000000 Penalty: 79561.515625
Splitting cluster 17 changes total score from -88030144.000000 to -88056376.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 18 (2282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Entering Unmasked Estep 
Score: -187526.093750 Penalty: 1150.641846
	Iteration 0F: 2 clusters Score -187526.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -185541.218750 Penalty: 2301.283691
	Iteration 0F: 3 clusters Score -185541.2 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -186127.406250 Penalty: 2301.283691
	Iteration 1F: 3 clusters Score -186127.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -186342.062500 Penalty: 2301.283691
	Iteration 2F: 3 clusters Score -186342.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -186499.671875 Penalty: 2301.283691
	Iteration 3F: 3 clusters Score -186499.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -186639.718750 Penalty: 2301.283691
	Iteration 4Q: 3 clusters Score -186639.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -186784.921875 Penalty: 2301.283691
	Iteration 5Q: 3 clusters Score -186784.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -186979.984375 Penalty: 2301.283691
	Iteration 6F: 3 clusters Score -186980 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -187122.968750 Penalty: 2301.283691
	Iteration 7Q: 3 clusters Score -187123 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -187231.953125 Penalty: 2301.283691
	Iteration 8Q: 3 clusters Score -187232 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -187300.281250 Penalty: 2301.283691
	Iteration 9Q: 3 clusters Score -187300.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -187366.078125 Penalty: 2301.283691
	Iteration 10Q: 3 clusters Score -187366.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -187430.828125 Penalty: 2301.283691
	Iteration 11Q: 3 clusters Score -187430.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -187489.625000 Penalty: 2301.283691
	Iteration 12Q: 3 clusters Score -187489.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -187530.718750 Penalty: 2301.283691
	Iteration 13Q: 3 clusters Score -187530.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -187564.531250 Penalty: 2301.283691
	Iteration 14Q: 3 clusters Score -187564.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -187591.312500 Penalty: 2301.283691
	Iteration 15Q: 3 clusters Score -187591.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -187610.843750 Penalty: 2301.283691
	Iteration 16Q: 3 clusters Score -187610.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -187628.140625 Penalty: 2301.283691
	Iteration 17Q: 3 clusters Score -187628.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -187651.000000 Penalty: 2301.283691
	Iteration 18Q: 3 clusters Score -187651 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -187666.906250 Penalty: 2301.283691
	Iteration 19Q: 3 clusters Score -187666.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -187704.328125 Penalty: 2301.283691
	Iteration 20F: 3 clusters Score -187704.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -187786.562500 Penalty: 2301.283691
	Iteration 21Q: 3 clusters Score -187786.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -187821.468750 Penalty: 2301.283691
	Iteration 22Q: 3 clusters Score -187821.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -187844.343750 Penalty: 2301.283691
	Iteration 23Q: 3 clusters Score -187844.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -187857.843750 Penalty: 2301.283691
	Iteration 24Q: 3 clusters Score -187857.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -187866.250000 Penalty: 2301.283691
	Iteration 25Q: 3 clusters Score -187866.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -187877.468750 Penalty: 2301.283691
	Iteration 26Q: 3 clusters Score -187877.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -187887.187500 Penalty: 2301.283691
	Iteration 27Q: 3 clusters Score -187887.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -187896.593750 Penalty: 2301.283691
	Iteration 28Q: 3 clusters Score -187896.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -187906.625000 Penalty: 2301.283691
	Iteration 29Q: 3 clusters Score -187906.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -187910.578125 Penalty: 2301.283691
	Iteration 30Q: 3 clusters Score -187910.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -187917.109375 Penalty: 2301.283691
	Iteration 31Q: 3 clusters Score -187917.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -187924.640625 Penalty: 2301.283691
	Iteration 32Q: 3 clusters Score -187924.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -187929.562500 Penalty: 2301.283691
	Iteration 33Q: 3 clusters Score -187929.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -187932.453125 Penalty: 2301.283691
	Iteration 34Q: 3 clusters Score -187932.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -187933.437500 Penalty: 2301.283691
	Iteration 35Q: 3 clusters Score -187933.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -187934.062500 Penalty: 2301.283691
	Iteration 36Q: 3 clusters Score -187934.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -187934.546875 Penalty: 2301.283691
	Iteration 37Q: 3 clusters Score -187934.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -187934.546875 Penalty: 2301.283691
	Iteration 38F: 3 clusters Score -187934.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 64759 members 
Mstep: Class 2 contains 10346 members 
Mstep: Class 3 contains 17143 members 
Mstep: Class 4 contains 29761 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 11347 members 
Mstep: Class 7 contains 38485 members 
Mstep: Class 8 contains 4503 members 
Mstep: Class 9 contains 11501 members 
Mstep: Class 10 contains 51166 members 
Mstep: Class 11 contains 41625 members 
Mstep: Class 12 contains 33019 members 
Mstep: Class 13 contains 13468 members 
Mstep: Class 14 contains 1409 members 
Mstep: Class 15 contains 13286 members 
Mstep: Class 16 contains 6450 members 
Mstep: Class 17 contains 2671 members 
Mstep: Class 18 contains 1385 members 
Mstep: Class 19 contains 42950 members 
Mstep: Class 20 contains 8235 members 
Mstep: Class 21 contains 3651 members 
Mstep: Class 22 contains 7970 members 
Mstep: Class 23 contains 4542 members 
Mstep: Class 24 contains 3377 members 
Mstep: Class 25 contains 15368 members 
Mstep: Class 26 contains 33819 members 
Mstep: Class 27 contains 6311 members 
Mstep: Class 28 contains 21100 members 
Mstep: Class 29 contains 9421 members 
Mstep: Class 30 contains 26576 members 
Mstep: Class 31 contains 14304 members 
Mstep: Class 32 contains 12787 members 
Mstep: Class 33 contains 9550 members 
Mstep: Class 34 contains 75414 members 
Mstep: Class 35 contains 205441 members 
Mstep: Class 36 contains 4298 members 
Mstep: Class 37 contains 10992 members 
Mstep: Class 38 contains 22562 members 
Mstep: Class 39 contains 1057 members 
Mstep: Class 40 contains 897 members 
Entering Unmasked Estep 
Score: -88055808.000000 Penalty: 81601.554688
Splitting cluster 18 changes total score from -88030144.000000 to -88055808.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 19 (42950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42950 members 
Entering Unmasked Estep 
Score: -4470512.500000 Penalty: 1587.367554
	Iteration 0F: 2 clusters Score -4470512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -4442476.000000 Penalty: 3174.735107
	Iteration 0F: 3 clusters Score -4442476 nChanged 19679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -4453740.000000 Penalty: 3174.735107
	Iteration 1F: 3 clusters Score -4453740 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24168 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -4454770.500000 Penalty: 3174.735107
	Iteration 2F: 3 clusters Score -4454770 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25494 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -4456177.000000 Penalty: 3174.735107
	Iteration 3F: 3 clusters Score -4456177 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27285 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -4458451.500000 Penalty: 3174.735107
	Iteration 4F: 3 clusters Score -4458452 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29181 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -4462091.500000 Penalty: 3174.735107
	Iteration 5F: 3 clusters Score -4462092 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30445 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -4467915.000000 Penalty: 3174.735107
	Iteration 6F: 3 clusters Score -4467915 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30013 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -4474999.500000 Penalty: 3174.735107
	Iteration 7F: 3 clusters Score -4475000 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28334 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -4478342.500000 Penalty: 3174.735107
	Iteration 8F: 3 clusters Score -4478342 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26765 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -4480298.500000 Penalty: 3174.735107
	Iteration 9Q: 3 clusters Score -4480298 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25318 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -4481958.500000 Penalty: 3174.735107
	Iteration 10Q: 3 clusters Score -4481958 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -4483816.000000 Penalty: 3174.735107
	Iteration 11Q: 3 clusters Score -4483816 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -4485984.000000 Penalty: 3174.735107
	Iteration 12Q: 3 clusters Score -4485984 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -4488601.500000 Penalty: 3174.735107
	Iteration 13Q: 3 clusters Score -4488602 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20008 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
Score: -4490942.000000 Penalty: 3174.735107
	Iteration 14Q: 3 clusters Score -4490942 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -4491711.500000 Penalty: 3174.735107
	Iteration 15Q: 3 clusters Score -4491712 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -4491797.500000 Penalty: 3174.735107
	Iteration 16Q: 3 clusters Score -4491798 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -4491811.500000 Penalty: 3174.735107
	Iteration 17Q: 3 clusters Score -4491812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -4491808.000000 Penalty: 3174.735107
	Iteration 18Q: 3 clusters Score -4491808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -4491804.500000 Penalty: 3174.735107
	Iteration 19Q: 3 clusters Score -4491804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -4491809.000000 Penalty: 3174.735107
	Iteration 20F: 3 clusters Score -4491809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 23849 members 
Entering Unmasked Estep 
Score: -4491810.000000 Penalty: 3174.735107
	Iteration 21Q: 3 clusters Score -4491810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 23849 members 
Entering Unmasked Estep 
Score: -4491810.000000 Penalty: 3174.735107
	Iteration 22F: 3 clusters Score -4491810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 64759 members 
Mstep: Class 2 contains 10346 members 
Mstep: Class 3 contains 17143 members 
Mstep: Class 4 contains 29761 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 11347 members 
Mstep: Class 7 contains 38485 members 
Mstep: Class 8 contains 4503 members 
Mstep: Class 9 contains 11501 members 
Mstep: Class 10 contains 51166 members 
Mstep: Class 11 contains 41625 members 
Mstep: Class 12 contains 33019 members 
Mstep: Class 13 contains 13468 members 
Mstep: Class 14 contains 1409 members 
Mstep: Class 15 contains 13286 members 
Mstep: Class 16 contains 6450 members 
Mstep: Class 17 contains 2671 members 
Mstep: Class 18 contains 1385 members 
Mstep: Class 19 contains 19101 members 
Mstep: Class 20 contains 8235 members 
Mstep: Class 21 contains 3651 members 
Mstep: Class 22 contains 7970 members 
Mstep: Class 23 contains 4542 members 
Mstep: Class 24 contains 3377 members 
Mstep: Class 25 contains 15368 members 
Mstep: Class 26 contains 33819 members 
Mstep: Class 27 contains 6311 members 
Mstep: Class 28 contains 21100 members 
Mstep: Class 29 contains 9421 members 
Mstep: Class 30 contains 26576 members 
Mstep: Class 31 contains 14304 members 
Mstep: Class 32 contains 12787 members 
Mstep: Class 33 contains 9550 members 
Mstep: Class 34 contains 75414 members 
Mstep: Class 35 contains 205441 members 
Mstep: Class 36 contains 4298 members 
Mstep: Class 37 contains 10992 members 
Mstep: Class 38 contains 22562 members 
Mstep: Class 39 contains 1057 members 
Mstep: Class 40 contains 897 members 
Mstep: Class 41 contains 23849 members 
Entering Unmasked Estep 
Score: -88076872.000000 Penalty: 83641.593750
Splitting cluster 19 changes total score from -88030144.000000 to -88076872.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 20 (8235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Entering Unmasked Estep 
Score: -842015.687500 Penalty: 1341.602905
	Iteration 0F: 2 clusters Score -842015.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -836356.125000 Penalty: 2683.205811
	Iteration 0F: 3 clusters Score -836356.1 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -838172.312500 Penalty: 2683.205811
	Iteration 1F: 3 clusters Score -838172.3 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -838441.125000 Penalty: 2683.205811
	Iteration 2F: 3 clusters Score -838441.1 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -838684.812500 Penalty: 2683.205811
	Iteration 3F: 3 clusters Score -838684.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -838951.062500 Penalty: 2683.205811
	Iteration 4F: 3 clusters Score -838951.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -839228.000000 Penalty: 2683.205811
	Iteration 5Q: 3 clusters Score -839228 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -839500.875000 Penalty: 2683.205811
	Iteration 6Q: 3 clusters Score -839500.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -839762.687500 Penalty: 2683.205811
	Iteration 7Q: 3 clusters Score -839762.7 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -840010.437500 Penalty: 2683.205811
	Iteration 8Q: 3 clusters Score -840010.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -840212.000000 Penalty: 2683.205811
	Iteration 9Q: 3 clusters Score -840212 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -840396.687500 Penalty: 2683.205811
	Iteration 10Q: 3 clusters Score -840396.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -840502.187500 Penalty: 2683.205811
	Iteration 11Q: 3 clusters Score -840502.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -840582.000000 Penalty: 2683.205811
	Iteration 12Q: 3 clusters Score -840582 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -840649.437500 Penalty: 2683.205811
	Iteration 13Q: 3 clusters Score -840649.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -840687.937500 Penalty: 2683.205811
	Iteration 14Q: 3 clusters Score -840687.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -840714.187500 Penalty: 2683.205811
	Iteration 15Q: 3 clusters Score -840714.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -840739.312500 Penalty: 2683.205811
	Iteration 16Q: 3 clusters Score -840739.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -840755.250000 Penalty: 2683.205811
	Iteration 17Q: 3 clusters Score -840755.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -840766.750000 Penalty: 2683.205811
	Iteration 18Q: 3 clusters Score -840766.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -840772.625000 Penalty: 2683.205811
	Iteration 19Q: 3 clusters Score -840772.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -840775.000000 Penalty: 2683.205811
	Iteration 20F: 3 clusters Score -840775 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -840779.562500 Penalty: 2683.205811
	Iteration 21Q: 3 clusters Score -840779.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -840780.812500 Penalty: 2683.205811
	Iteration 22Q: 3 clusters Score -840780.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -840781.500000 Penalty: 2683.205811
	Iteration 23Q: 3 clusters Score -840781.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -840781.875000 Penalty: 2683.205811
	Iteration 24Q: 3 clusters Score -840781.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -840782.812500 Penalty: 2683.205811
	Iteration 25Q: 3 clusters Score -840782.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -840783.250000 Penalty: 2683.205811
	Iteration 26Q: 3 clusters Score -840783.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -840784.375000 Penalty: 2683.205811
	Iteration 27Q: 3 clusters Score -840784.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -840783.312500 Penalty: 2683.205811
	Iteration 28Q: 3 clusters Score -840783.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -840783.437500 Penalty: 2683.205811
	Iteration 29Q: 3 clusters Score -840783.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -840785.125000 Penalty: 2683.205811
	Iteration 30Q: 3 clusters Score -840785.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -840786.062500 Penalty: 2683.205811
	Iteration 31Q: 3 clusters Score -840786.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -840786.125000 Penalty: 2683.205811
	Iteration 32Q: 3 clusters Score -840786.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -840784.687500 Penalty: 2683.205811
	Iteration 33Q: 3 clusters Score -840784.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -840784.687500 Penalty: 2683.205811
	Iteration 34F: 3 clusters Score -840784.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Entering Unmasked Estep 
Score: -321188.625000 Penalty: 1220.570068
	Iteration 0F: 2 clusters Score -321188.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -318402.031250 Penalty: 2441.140137
	Iteration 0F: 3 clusters Score -318402 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -319403.281250 Penalty: 2441.140137
	Iteration 1F: 3 clusters Score -319403.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -319829.406250 Penalty: 2441.140137
	Iteration 2F: 3 clusters Score -319829.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -320157.218750 Penalty: 2441.140137
	Iteration 3F: 3 clusters Score -320157.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -320368.375000 Penalty: 2441.140137
	Iteration 4F: 3 clusters Score -320368.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -320526.843750 Penalty: 2441.140137
	Iteration 5Q: 3 clusters Score -320526.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -320675.218750 Penalty: 2441.140137
	Iteration 6Q: 3 clusters Score -320675.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -320825.500000 Penalty: 2441.140137
	Iteration 7Q: 3 clusters Score -320825.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -320947.218750 Penalty: 2441.140137
	Iteration 8Q: 3 clusters Score -320947.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -321037.312500 Penalty: 2441.140137
	Iteration 9Q: 3 clusters Score -321037.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -321123.906250 Penalty: 2441.140137
	Iteration 10Q: 3 clusters Score -321123.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -321186.125000 Penalty: 2441.140137
	Iteration 11Q: 3 clusters Score -321186.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -321239.687500 Penalty: 2441.140137
	Iteration 12Q: 3 clusters Score -321239.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -321272.093750 Penalty: 2441.140137
	Iteration 13Q: 3 clusters Score -321272.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -321291.000000 Penalty: 2441.140137
	Iteration 14Q: 3 clusters Score -321291 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -321299.187500 Penalty: 2441.140137
	Iteration 15Q: 3 clusters Score -321299.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -321304.718750 Penalty: 2441.140137
	Iteration 16Q: 3 clusters Score -321304.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -321308.031250 Penalty: 2441.140137
	Iteration 17Q: 3 clusters Score -321308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -321312.343750 Penalty: 2441.140137
	Iteration 18Q: 3 clusters Score -321312.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -321317.125000 Penalty: 2441.140137
	Iteration 19Q: 3 clusters Score -321317.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -321333.093750 Penalty: 2441.140137
	Iteration 20F: 3 clusters Score -321333.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -321353.906250 Penalty: 2441.140137
	Iteration 21Q: 3 clusters Score -321353.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -321402.812500 Penalty: 2441.140137
	Iteration 22Q: 3 clusters Score -321402.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -321488.718750 Penalty: 2441.140137
	Iteration 23Q: 3 clusters Score -321488.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -321596.687500 Penalty: 2441.140137
	Iteration 24Q: 3 clusters Score -321596.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -321777.531250 Penalty: 2441.140137
	Iteration 25Q: 3 clusters Score -321777.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -321930.843750 Penalty: 2441.140137
	Iteration 26Q: 3 clusters Score -321930.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -322056.218750 Penalty: 2441.140137
	Iteration 27Q: 3 clusters Score -322056.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -322121.250000 Penalty: 2441.140137
	Iteration 28Q: 3 clusters Score -322121.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -322151.312500 Penalty: 2441.140137
	Iteration 29Q: 3 clusters Score -322151.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -322174.625000 Penalty: 2441.140137
	Iteration 30Q: 3 clusters Score -322174.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -322194.093750 Penalty: 2441.140137
	Iteration 31Q: 3 clusters Score -322194.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -322227.437500 Penalty: 2441.140137
	Iteration 32Q: 3 clusters Score -322227.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -322250.687500 Penalty: 2441.140137
	Iteration 33Q: 3 clusters Score -322250.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -322264.187500 Penalty: 2441.140137
	Iteration 34Q: 3 clusters Score -322264.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -322269.312500 Penalty: 2441.140137
	Iteration 35Q: 3 clusters Score -322269.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -322272.281250 Penalty: 2441.140137
	Iteration 36Q: 3 clusters Score -322272.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -322275.125000 Penalty: 2441.140137
	Iteration 37Q: 3 clusters Score -322275.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -322278.000000 Penalty: 2441.140137
	Iteration 38Q: 3 clusters Score -322278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -322280.281250 Penalty: 2441.140137
	Iteration 39Q: 3 clusters Score -322280.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -322282.531250 Penalty: 2441.140137
	Iteration 40F: 3 clusters Score -322282.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -322284.125000 Penalty: 2441.140137
	Iteration 41Q: 3 clusters Score -322284.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -322284.125000 Penalty: 2441.140137
	Iteration 42F: 3 clusters Score -322284.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 64759 members 
Mstep: Class 2 contains 10346 members 
Mstep: Class 3 contains 17143 members 
Mstep: Class 4 contains 29761 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 11347 members 
Mstep: Class 7 contains 38485 members 
Mstep: Class 8 contains 4503 members 
Mstep: Class 9 contains 11501 members 
Mstep: Class 10 contains 51166 members 
Mstep: Class 11 contains 41625 members 
Mstep: Class 12 contains 33019 members 
Mstep: Class 13 contains 13468 members 
Mstep: Class 14 contains 1409 members 
Mstep: Class 15 contains 13286 members 
Mstep: Class 16 contains 6450 members 
Mstep: Class 17 contains 2671 members 
Mstep: Class 18 contains 1385 members 
Mstep: Class 19 contains 19101 members 
Mstep: Class 20 contains 8235 members 
Mstep: Class 21 contains 1816 members 
Mstep: Class 22 contains 7970 members 
Mstep: Class 23 contains 4542 members 
Mstep: Class 24 contains 3377 members 
Mstep: Class 25 contains 15368 members 
Mstep: Class 26 contains 33819 members 
Mstep: Class 27 contains 6311 members 
Mstep: Class 28 contains 21100 members 
Mstep: Class 29 contains 9421 members 
Mstep: Class 30 contains 26576 members 
Mstep: Class 31 contains 14304 members 
Mstep: Class 32 contains 12787 members 
Mstep: Class 33 contains 9550 members 
Mstep: Class 34 contains 75414 members 
Mstep: Class 35 contains 205441 members 
Mstep: Class 36 contains 4298 members 
Mstep: Class 37 contains 10992 members 
Mstep: Class 38 contains 22562 members 
Mstep: Class 39 contains 1057 members 
Mstep: Class 40 contains 897 members 
Mstep: Class 41 contains 23849 members 
Mstep: Class 42 contains 1835 members 
Entering Unmasked Estep 
Score: -88077072.000000 Penalty: 85681.632812
Splitting cluster 21 changes total score from -88030144.000000 to -88077072.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 22 (7970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Entering Unmasked Estep 
Score: -758659.437500 Penalty: 1336.735840
	Iteration 0F: 2 clusters Score -758659.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -753192.312500 Penalty: 2673.471680
	Iteration 0F: 3 clusters Score -753192.3 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -754956.625000 Penalty: 2673.471680
	Iteration 1F: 3 clusters Score -754956.6 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -755324.375000 Penalty: 2673.471680
	Iteration 2F: 3 clusters Score -755324.4 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -755643.812500 Penalty: 2673.471680
	Iteration 3F: 3 clusters Score -755643.8 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -755915.562500 Penalty: 2673.471680
	Iteration 4F: 3 clusters Score -755915.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -756185.437500 Penalty: 2673.471680
	Iteration 5F: 3 clusters Score -756185.4 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -756472.750000 Penalty: 2673.471680
	Iteration 6F: 3 clusters Score -756472.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -756743.312500 Penalty: 2673.471680
	Iteration 7Q: 3 clusters Score -756743.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -756948.687500 Penalty: 2673.471680
	Iteration 8Q: 3 clusters Score -756948.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -757107.562500 Penalty: 2673.471680
	Iteration 9Q: 3 clusters Score -757107.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -757262.062500 Penalty: 2673.471680
	Iteration 10Q: 3 clusters Score -757262.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -757369.500000 Penalty: 2673.471680
	Iteration 11Q: 3 clusters Score -757369.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -757464.437500 Penalty: 2673.471680
	Iteration 12Q: 3 clusters Score -757464.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -757555.687500 Penalty: 2673.471680
	Iteration 13Q: 3 clusters Score -757555.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -757618.812500 Penalty: 2673.471680
	Iteration 14Q: 3 clusters Score -757618.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -757660.250000 Penalty: 2673.471680
	Iteration 15Q: 3 clusters Score -757660.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -757709.750000 Penalty: 2673.471680
	Iteration 16Q: 3 clusters Score -757709.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -757747.375000 Penalty: 2673.471680
	Iteration 17Q: 3 clusters Score -757747.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -757781.625000 Penalty: 2673.471680
	Iteration 18Q: 3 clusters Score -757781.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -757812.187500 Penalty: 2673.471680
	Iteration 19Q: 3 clusters Score -757812.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -757835.687500 Penalty: 2673.471680
	Iteration 20F: 3 clusters Score -757835.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -757855.562500 Penalty: 2673.471680
	Iteration 21Q: 3 clusters Score -757855.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -757869.812500 Penalty: 2673.471680
	Iteration 22Q: 3 clusters Score -757869.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -757880.437500 Penalty: 2673.471680
	Iteration 23Q: 3 clusters Score -757880.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -757894.812500 Penalty: 2673.471680
	Iteration 24Q: 3 clusters Score -757894.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -757904.687500 Penalty: 2673.471680
	Iteration 25Q: 3 clusters Score -757904.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -757909.687500 Penalty: 2673.471680
	Iteration 26Q: 3 clusters Score -757909.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -757913.250000 Penalty: 2673.471680
	Iteration 27Q: 3 clusters Score -757913.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -757916.187500 Penalty: 2673.471680
	Iteration 28Q: 3 clusters Score -757916.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -757917.062500 Penalty: 2673.471680
	Iteration 29Q: 3 clusters Score -757917.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -757918.937500 Penalty: 2673.471680
	Iteration 30Q: 3 clusters Score -757918.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -757919.000000 Penalty: 2673.471680
	Iteration 31Q: 3 clusters Score -757919 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -757923.375000 Penalty: 2673.471680
	Iteration 32Q: 3 clusters Score -757923.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -757923.750000 Penalty: 2673.471680
	Iteration 33Q: 3 clusters Score -757923.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -757925.375000 Penalty: 2673.471680
	Iteration 34Q: 3 clusters Score -757925.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -757926.875000 Penalty: 2673.471680
	Iteration 35Q: 3 clusters Score -757926.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -757930.250000 Penalty: 2673.471680
	Iteration 36Q: 3 clusters Score -757930.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -757931.125000 Penalty: 2673.471680
	Iteration 37Q: 3 clusters Score -757931.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -757932.562500 Penalty: 2673.471680
	Iteration 38Q: 3 clusters Score -757932.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -757933.000000 Penalty: 2673.471680
	Iteration 39Q: 3 clusters Score -757933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -757933.125000 Penalty: 2673.471680
	Iteration 40F: 3 clusters Score -757933.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -430262.406250 Penalty: 1253.063110
	Iteration 0F: 2 clusters Score -430262.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -426879.781250 Penalty: 2506.126221
	Iteration 0F: 3 clusters Score -426879.8 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -427980.468750 Penalty: 2506.126221
	Iteration 1F: 3 clusters Score -427980.5 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -428251.593750 Penalty: 2506.126221
	Iteration 2F: 3 clusters Score -428251.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -428429.687500 Penalty: 2506.126221
	Iteration 3F: 3 clusters Score -428429.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -428563.500000 Penalty: 2506.126221
	Iteration 4Q: 3 clusters Score -428563.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -428688.281250 Penalty: 2506.126221
	Iteration 5Q: 3 clusters Score -428688.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -428769.593750 Penalty: 2506.126221
	Iteration 6Q: 3 clusters Score -428769.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -428839.500000 Penalty: 2506.126221
	Iteration 7Q: 3 clusters Score -428839.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -428920.156250 Penalty: 2506.126221
	Iteration 8Q: 3 clusters Score -428920.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -428989.406250 Penalty: 2506.126221
	Iteration 9Q: 3 clusters Score -428989.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -429052.718750 Penalty: 2506.126221
	Iteration 10Q: 3 clusters Score -429052.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -429111.593750 Penalty: 2506.126221
	Iteration 11Q: 3 clusters Score -429111.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -429182.218750 Penalty: 2506.126221
	Iteration 12Q: 3 clusters Score -429182.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -429247.750000 Penalty: 2506.126221
	Iteration 13Q: 3 clusters Score -429247.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -429338.656250 Penalty: 2506.126221
	Iteration 14Q: 3 clusters Score -429338.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -429402.406250 Penalty: 2506.126221
	Iteration 15Q: 3 clusters Score -429402.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -429447.562500 Penalty: 2506.126221
	Iteration 16Q: 3 clusters Score -429447.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -429487.687500 Penalty: 2506.126221
	Iteration 17Q: 3 clusters Score -429487.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -429529.843750 Penalty: 2506.126221
	Iteration 18Q: 3 clusters Score -429529.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -429577.625000 Penalty: 2506.126221
	Iteration 19Q: 3 clusters Score -429577.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -429623.187500 Penalty: 2506.126221
	Iteration 20F: 3 clusters Score -429623.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -429678.406250 Penalty: 2506.126221
	Iteration 21Q: 3 clusters Score -429678.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -429741.437500 Penalty: 2506.126221
	Iteration 22Q: 3 clusters Score -429741.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -429786.875000 Penalty: 2506.126221
	Iteration 23Q: 3 clusters Score -429786.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -429825.093750 Penalty: 2506.126221
	Iteration 24Q: 3 clusters Score -429825.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -429853.343750 Penalty: 2506.126221
	Iteration 25Q: 3 clusters Score -429853.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -429868.843750 Penalty: 2506.126221
	Iteration 26Q: 3 clusters Score -429868.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -429880.781250 Penalty: 2506.126221
	Iteration 27Q: 3 clusters Score -429880.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -429894.062500 Penalty: 2506.126221
	Iteration 28Q: 3 clusters Score -429894.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -429910.281250 Penalty: 2506.126221
	Iteration 29Q: 3 clusters Score -429910.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -429918.281250 Penalty: 2506.126221
	Iteration 30Q: 3 clusters Score -429918.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -429922.187500 Penalty: 2506.126221
	Iteration 31Q: 3 clusters Score -429922.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -429928.437500 Penalty: 2506.126221
	Iteration 32Q: 3 clusters Score -429928.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -429935.343750 Penalty: 2506.126221
	Iteration 33Q: 3 clusters Score -429935.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -429941.781250 Penalty: 2506.126221
	Iteration 34Q: 3 clusters Score -429941.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -429944.468750 Penalty: 2506.126221
	Iteration 35Q: 3 clusters Score -429944.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -429946.500000 Penalty: 2506.126221
	Iteration 36Q: 3 clusters Score -429946.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -429946.906250 Penalty: 2506.126221
	Iteration 37Q: 3 clusters Score -429946.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -429949.187500 Penalty: 2506.126221
	Iteration 38Q: 3 clusters Score -429949.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -429951.031250 Penalty: 2506.126221
	Iteration 39Q: 3 clusters Score -429951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -429950.875000 Penalty: 2506.126221
	Iteration 40F: 3 clusters Score -429950.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -429954.031250 Penalty: 2506.126221
	Iteration 41Q: 3 clusters Score -429954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -429960.593750 Penalty: 2506.126221
	Iteration 42Q: 3 clusters Score -429960.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -429962.437500 Penalty: 2506.126221
	Iteration 43Q: 3 clusters Score -429962.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -429965.656250 Penalty: 2506.126221
	Iteration 44Q: 3 clusters Score -429965.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -429965.468750 Penalty: 2506.126221
	Iteration 45Q: 3 clusters Score -429965.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -429968.062500 Penalty: 2506.126221
	Iteration 46Q: 3 clusters Score -429968.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -429969.906250 Penalty: 2506.126221
	Iteration 47Q: 3 clusters Score -429969.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -429969.218750 Penalty: 2506.126221
	Iteration 48Q: 3 clusters Score -429969.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -429969.656250 Penalty: 2506.126221
	Iteration 49Q: 3 clusters Score -429969.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -429969.656250 Penalty: 2506.126221
	Iteration 50F: 3 clusters Score -429969.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Entering Unmasked Estep 
Score: -315055.343750 Penalty: 1208.961792
	Iteration 0F: 2 clusters Score -315055.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -312306.468750 Penalty: 2417.923584
	Iteration 0F: 3 clusters Score -312306.5 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -313052.312500 Penalty: 2417.923584
	Iteration 1F: 3 clusters Score -313052.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -313253.843750 Penalty: 2417.923584
	Iteration 2F: 3 clusters Score -313253.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -313373.500000 Penalty: 2417.923584
	Iteration 3F: 3 clusters Score -313373.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -313443.593750 Penalty: 2417.923584
	Iteration 4Q: 3 clusters Score -313443.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -313507.281250 Penalty: 2417.923584
	Iteration 5Q: 3 clusters Score -313507.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -313568.406250 Penalty: 2417.923584
	Iteration 6Q: 3 clusters Score -313568.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -313611.625000 Penalty: 2417.923584
	Iteration 7Q: 3 clusters Score -313611.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -313641.531250 Penalty: 2417.923584
	Iteration 8Q: 3 clusters Score -313641.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -313667.875000 Penalty: 2417.923584
	Iteration 9Q: 3 clusters Score -313667.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -313690.625000 Penalty: 2417.923584
	Iteration 10Q: 3 clusters Score -313690.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -313714.000000 Penalty: 2417.923584
	Iteration 11Q: 3 clusters Score -313714 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -313735.187500 Penalty: 2417.923584
	Iteration 12Q: 3 clusters Score -313735.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -313748.812500 Penalty: 2417.923584
	Iteration 13Q: 3 clusters Score -313748.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -313763.906250 Penalty: 2417.923584
	Iteration 14Q: 3 clusters Score -313763.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -313781.531250 Penalty: 2417.923584
	Iteration 15Q: 3 clusters Score -313781.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -313803.156250 Penalty: 2417.923584
	Iteration 16Q: 3 clusters Score -313803.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -313826.062500 Penalty: 2417.923584
	Iteration 17Q: 3 clusters Score -313826.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -313844.343750 Penalty: 2417.923584
	Iteration 18Q: 3 clusters Score -313844.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -313867.125000 Penalty: 2417.923584
	Iteration 19Q: 3 clusters Score -313867.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -313883.093750 Penalty: 2417.923584
	Iteration 20F: 3 clusters Score -313883.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -313897.750000 Penalty: 2417.923584
	Iteration 21Q: 3 clusters Score -313897.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -313908.218750 Penalty: 2417.923584
	Iteration 22Q: 3 clusters Score -313908.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -313918.875000 Penalty: 2417.923584
	Iteration 23Q: 3 clusters Score -313918.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -313925.937500 Penalty: 2417.923584
	Iteration 24Q: 3 clusters Score -313925.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -313933.937500 Penalty: 2417.923584
	Iteration 25Q: 3 clusters Score -313933.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -313944.062500 Penalty: 2417.923584
	Iteration 26Q: 3 clusters Score -313944.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -313950.000000 Penalty: 2417.923584
	Iteration 27Q: 3 clusters Score -313950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -313955.531250 Penalty: 2417.923584
	Iteration 28Q: 3 clusters Score -313955.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -313957.093750 Penalty: 2417.923584
	Iteration 29Q: 3 clusters Score -313957.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -313960.687500 Penalty: 2417.923584
	Iteration 30Q: 3 clusters Score -313960.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -313966.031250 Penalty: 2417.923584
	Iteration 31Q: 3 clusters Score -313966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -313972.312500 Penalty: 2417.923584
	Iteration 32Q: 3 clusters Score -313972.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -313977.656250 Penalty: 2417.923584
	Iteration 33Q: 3 clusters Score -313977.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -313984.656250 Penalty: 2417.923584
	Iteration 34Q: 3 clusters Score -313984.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -313989.218750 Penalty: 2417.923584
	Iteration 35Q: 3 clusters Score -313989.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -313993.562500 Penalty: 2417.923584
	Iteration 36Q: 3 clusters Score -313993.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -313999.937500 Penalty: 2417.923584
	Iteration 37Q: 3 clusters Score -313999.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -314004.375000 Penalty: 2417.923584
	Iteration 38Q: 3 clusters Score -314004.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -314010.062500 Penalty: 2417.923584
	Iteration 39Q: 3 clusters Score -314010.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -314014.781250 Penalty: 2417.923584
	Iteration 40F: 3 clusters Score -314014.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -314018.656250 Penalty: 2417.923584
	Iteration 41Q: 3 clusters Score -314018.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -314020.687500 Penalty: 2417.923584
	Iteration 42Q: 3 clusters Score -314020.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -314022.718750 Penalty: 2417.923584
	Iteration 43Q: 3 clusters Score -314022.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -314024.031250 Penalty: 2417.923584
	Iteration 44Q: 3 clusters Score -314024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -314026.468750 Penalty: 2417.923584
	Iteration 45Q: 3 clusters Score -314026.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -314027.875000 Penalty: 2417.923584
	Iteration 46Q: 3 clusters Score -314027.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -314031.187500 Penalty: 2417.923584
	Iteration 47Q: 3 clusters Score -314031.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -314037.000000 Penalty: 2417.923584
	Iteration 48Q: 3 clusters Score -314037 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -314048.156250 Penalty: 2417.923584
	Iteration 49Q: 3 clusters Score -314048.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -314057.281250 Penalty: 2417.923584
	Iteration 50Q: 3 clusters Score -314057.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -314064.437500 Penalty: 2417.923584
	Iteration 51Q: 3 clusters Score -314064.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -314068.406250 Penalty: 2417.923584
	Iteration 52Q: 3 clusters Score -314068.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -314073.968750 Penalty: 2417.923584
	Iteration 53Q: 3 clusters Score -314074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -314081.875000 Penalty: 2417.923584
	Iteration 54Q: 3 clusters Score -314081.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -314087.687500 Penalty: 2417.923584
	Iteration 55Q: 3 clusters Score -314087.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -314092.281250 Penalty: 2417.923584
	Iteration 56Q: 3 clusters Score -314092.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -314096.656250 Penalty: 2417.923584
	Iteration 57Q: 3 clusters Score -314096.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -314099.093750 Penalty: 2417.923584
	Iteration 58Q: 3 clusters Score -314099.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -314102.468750 Penalty: 2417.923584
	Iteration 59Q: 3 clusters Score -314102.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -314105.093750 Penalty: 2417.923584
	Iteration 60F: 3 clusters Score -314105.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -314108.906250 Penalty: 2417.923584
	Iteration 61Q: 3 clusters Score -314108.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -314113.125000 Penalty: 2417.923584
	Iteration 62Q: 3 clusters Score -314113.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -314116.781250 Penalty: 2417.923584
	Iteration 63Q: 3 clusters Score -314116.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -314117.437500 Penalty: 2417.923584
	Iteration 64Q: 3 clusters Score -314117.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -314118.125000 Penalty: 2417.923584
	Iteration 65Q: 3 clusters Score -314118.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -314118.406250 Penalty: 2417.923584
	Iteration 66Q: 3 clusters Score -314118.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -314118.406250 Penalty: 2417.923584
	Iteration 67F: 3 clusters Score -314118.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Entering Unmasked Estep 
Score: -1609231.625000 Penalty: 1434.438354
	Iteration 0F: 2 clusters Score -1609232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1599137.750000 Penalty: 2868.876709
	Iteration 0F: 3 clusters Score -1599138 nChanged 6573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1602669.625000 Penalty: 2868.876709
	Iteration 1F: 3 clusters Score -1602670 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1603184.000000 Penalty: 2868.876709
	Iteration 2F: 3 clusters Score -1603184 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1603619.750000 Penalty: 2868.876709
	Iteration 3F: 3 clusters Score -1603620 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1604045.500000 Penalty: 2868.876709
	Iteration 4F: 3 clusters Score -1604046 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1604471.500000 Penalty: 2868.876709
	Iteration 5F: 3 clusters Score -1604472 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1604893.875000 Penalty: 2868.876709
	Iteration 6Q: 3 clusters Score -1604894 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1605274.000000 Penalty: 2868.876709
	Iteration 7Q: 3 clusters Score -1605274 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1605531.375000 Penalty: 2868.876709
	Iteration 8Q: 3 clusters Score -1605531 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1605752.750000 Penalty: 2868.876709
	Iteration 9Q: 3 clusters Score -1605753 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1605898.250000 Penalty: 2868.876709
	Iteration 10Q: 3 clusters Score -1605898 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1606017.625000 Penalty: 2868.876709
	Iteration 11Q: 3 clusters Score -1606018 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1606093.875000 Penalty: 2868.876709
	Iteration 12Q: 3 clusters Score -1606094 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1606153.750000 Penalty: 2868.876709
	Iteration 13Q: 3 clusters Score -1606154 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1606204.750000 Penalty: 2868.876709
	Iteration 14Q: 3 clusters Score -1606205 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1606246.250000 Penalty: 2868.876709
	Iteration 15Q: 3 clusters Score -1606246 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1606287.875000 Penalty: 2868.876709
	Iteration 16Q: 3 clusters Score -1606288 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1606328.625000 Penalty: 2868.876709
	Iteration 17Q: 3 clusters Score -1606329 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1606345.875000 Penalty: 2868.876709
	Iteration 18Q: 3 clusters Score -1606346 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1606372.625000 Penalty: 2868.876709
	Iteration 19Q: 3 clusters Score -1606373 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1606405.500000 Penalty: 2868.876709
	Iteration 20F: 3 clusters Score -1606406 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1606433.625000 Penalty: 2868.876709
	Iteration 21Q: 3 clusters Score -1606434 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1606462.875000 Penalty: 2868.876709
	Iteration 22Q: 3 clusters Score -1606463 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1606493.000000 Penalty: 2868.876709
	Iteration 23Q: 3 clusters Score -1606493 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1606518.875000 Penalty: 2868.876709
	Iteration 24Q: 3 clusters Score -1606519 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1606559.125000 Penalty: 2868.876709
	Iteration 25Q: 3 clusters Score -1606559 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1606586.500000 Penalty: 2868.876709
	Iteration 26Q: 3 clusters Score -1606586 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1606627.125000 Penalty: 2868.876709
	Iteration 27Q: 3 clusters Score -1606627 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1606668.375000 Penalty: 2868.876709
	Iteration 28Q: 3 clusters Score -1606668 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1606724.250000 Penalty: 2868.876709
	Iteration 29Q: 3 clusters Score -1606724 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1606784.000000 Penalty: 2868.876709
	Iteration 30Q: 3 clusters Score -1606784 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1606851.375000 Penalty: 2868.876709
	Iteration 31Q: 3 clusters Score -1606851 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1606916.250000 Penalty: 2868.876709
	Iteration 32Q: 3 clusters Score -1606916 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1606998.000000 Penalty: 2868.876709
	Iteration 33Q: 3 clusters Score -1606998 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -1607086.500000 Penalty: 2868.876709
	Iteration 34Q: 3 clusters Score -1607086 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -1607180.250000 Penalty: 2868.876709
	Iteration 35Q: 3 clusters Score -1607180 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -1607283.125000 Penalty: 2868.876709
	Iteration 36Q: 3 clusters Score -1607283 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1607366.500000 Penalty: 2868.876709
	Iteration 37Q: 3 clusters Score -1607366 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1607444.750000 Penalty: 2868.876709
	Iteration 38Q: 3 clusters Score -1607445 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -1607528.375000 Penalty: 2868.876709
	Iteration 39Q: 3 clusters Score -1607528 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -1607610.500000 Penalty: 2868.876709
	Iteration 40F: 3 clusters Score -1607610 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -1607676.000000 Penalty: 2868.876709
	Iteration 41Q: 3 clusters Score -1607676 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -1607749.875000 Penalty: 2868.876709
	Iteration 42Q: 3 clusters Score -1607750 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -1607821.875000 Penalty: 2868.876709
	Iteration 43Q: 3 clusters Score -1607822 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -1607881.125000 Penalty: 2868.876709
	Iteration 44Q: 3 clusters Score -1607881 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -1607931.375000 Penalty: 2868.876709
	Iteration 45Q: 3 clusters Score -1607931 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -1607960.875000 Penalty: 2868.876709
	Iteration 46Q: 3 clusters Score -1607961 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -1607983.125000 Penalty: 2868.876709
	Iteration 47Q: 3 clusters Score -1607983 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -1607998.875000 Penalty: 2868.876709
	Iteration 48Q: 3 clusters Score -1607999 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -1608027.500000 Penalty: 2868.876709
	Iteration 49Q: 3 clusters Score -1608028 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -1608043.125000 Penalty: 2868.876709
	Iteration 50Q: 3 clusters Score -1608043 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -1608065.125000 Penalty: 2868.876709
	Iteration 51Q: 3 clusters Score -1608065 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -1608079.625000 Penalty: 2868.876709
	Iteration 52Q: 3 clusters Score -1608080 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -1608093.250000 Penalty: 2868.876709
	Iteration 53Q: 3 clusters Score -1608093 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -1608107.000000 Penalty: 2868.876709
	Iteration 54Q: 3 clusters Score -1608107 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -1608114.500000 Penalty: 2868.876709
	Iteration 55Q: 3 clusters Score -1608114 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -1608126.375000 Penalty: 2868.876709
	Iteration 56Q: 3 clusters Score -1608126 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -1608133.000000 Penalty: 2868.876709
	Iteration 57Q: 3 clusters Score -1608133 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -1608139.500000 Penalty: 2868.876709
	Iteration 58Q: 3 clusters Score -1608140 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -1608148.750000 Penalty: 2868.876709
	Iteration 59Q: 3 clusters Score -1608149 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -1608155.000000 Penalty: 2868.876709
	Iteration 60F: 3 clusters Score -1608155 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -1608171.250000 Penalty: 2868.876709
	Iteration 61Q: 3 clusters Score -1608171 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -1608186.750000 Penalty: 2868.876709
	Iteration 62Q: 3 clusters Score -1608187 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -1608202.125000 Penalty: 2868.876709
	Iteration 63Q: 3 clusters Score -1608202 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -1608217.750000 Penalty: 2868.876709
	Iteration 64Q: 3 clusters Score -1608218 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -1608230.250000 Penalty: 2868.876709
	Iteration 65Q: 3 clusters Score -1608230 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -1608247.125000 Penalty: 2868.876709
	Iteration 66Q: 3 clusters Score -1608247 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -1608252.000000 Penalty: 2868.876709
	Iteration 67Q: 3 clusters Score -1608252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -1608256.625000 Penalty: 2868.876709
	Iteration 68Q: 3 clusters Score -1608257 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -1608263.625000 Penalty: 2868.876709
	Iteration 69Q: 3 clusters Score -1608264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -1608269.500000 Penalty: 2868.876709
	Iteration 70Q: 3 clusters Score -1608270 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -1608281.000000 Penalty: 2868.876709
	Iteration 71Q: 3 clusters Score -1608281 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -1608286.750000 Penalty: 2868.876709
	Iteration 72Q: 3 clusters Score -1608287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -1608291.500000 Penalty: 2868.876709
	Iteration 73Q: 3 clusters Score -1608292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -1608292.750000 Penalty: 2868.876709
	Iteration 74Q: 3 clusters Score -1608293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -1608295.500000 Penalty: 2868.876709
	Iteration 75Q: 3 clusters Score -1608296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -1608294.875000 Penalty: 2868.876709
	Iteration 76Q: 3 clusters Score -1608295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -1608297.625000 Penalty: 2868.876709
	Iteration 77Q: 3 clusters Score -1608298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -1608299.000000 Penalty: 2868.876709
	Iteration 78Q: 3 clusters Score -1608299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -1608300.000000 Penalty: 2868.876709
	Iteration 79Q: 3 clusters Score -1608300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -1608300.500000 Penalty: 2868.876709
	Iteration 80F: 3 clusters Score -1608300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -1608300.250000 Penalty: 2868.876709
	Iteration 81Q: 3 clusters Score -1608300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -1608310.625000 Penalty: 2868.876709
	Iteration 82Q: 3 clusters Score -1608311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -1608313.000000 Penalty: 2868.876709
	Iteration 83Q: 3 clusters Score -1608313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -1608316.750000 Penalty: 2868.876709
	Iteration 84Q: 3 clusters Score -1608317 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -1608321.250000 Penalty: 2868.876709
	Iteration 85Q: 3 clusters Score -1608321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -1608321.625000 Penalty: 2868.876709
	Iteration 86Q: 3 clusters Score -1608322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -1608322.750000 Penalty: 2868.876709
	Iteration 87Q: 3 clusters Score -1608323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -1608325.625000 Penalty: 2868.876709
	Iteration 88Q: 3 clusters Score -1608326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -1608324.125000 Penalty: 2868.876709
	Iteration 89Q: 3 clusters Score -1608324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -1608326.125000 Penalty: 2868.876709
	Iteration 90Q: 3 clusters Score -1608326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -1608326.125000 Penalty: 2868.876709
	Iteration 91F: 3 clusters Score -1608326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (33819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33819 members 
Entering Unmasked Estep 
Score: -3510412.500000 Penalty: 1551.802124
	Iteration 0F: 2 clusters Score -3510412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -3488278.250000 Penalty: 3103.604248
	Iteration 0F: 3 clusters Score -3488278 nChanged 15362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -3496929.750000 Penalty: 3103.604248
	Iteration 1F: 3 clusters Score -3496930 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -3497719.500000 Penalty: 3103.604248
	Iteration 2F: 3 clusters Score -3497720 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -3498744.250000 Penalty: 3103.604248
	Iteration 3F: 3 clusters Score -3498744 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -3500243.750000 Penalty: 3103.604248
	Iteration 4F: 3 clusters Score -3500244 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -3502627.250000 Penalty: 3103.604248
	Iteration 5F: 3 clusters Score -3502627 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -3506654.000000 Penalty: 3103.604248
	Iteration 6F: 3 clusters Score -3506654 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -3512294.250000 Penalty: 3103.604248
	Iteration 7F: 3 clusters Score -3512294 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -3517151.750000 Penalty: 3103.604248
	Iteration 8F: 3 clusters Score -3517152 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -3520632.000000 Penalty: 3103.604248
	Iteration 9F: 3 clusters Score -3520632 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -3523629.750000 Penalty: 3103.604248
	Iteration 10Q: 3 clusters Score -3523630 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -3526190.000000 Penalty: 3103.604248
	Iteration 11Q: 3 clusters Score -3526190 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -3527844.000000 Penalty: 3103.604248
	Iteration 12Q: 3 clusters Score -3527844 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -3528528.500000 Penalty: 3103.604248
	Iteration 13Q: 3 clusters Score -3528528 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -3528693.500000 Penalty: 3103.604248
	Iteration 14Q: 3 clusters Score -3528694 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -3528708.500000 Penalty: 3103.604248
	Iteration 15Q: 3 clusters Score -3528708 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -3528717.750000 Penalty: 3103.604248
	Iteration 16Q: 3 clusters Score -3528718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -3528716.250000 Penalty: 3103.604248
	Iteration 17Q: 3 clusters Score -3528716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -3528717.750000 Penalty: 3103.604248
	Iteration 18Q: 3 clusters Score -3528718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -3528719.250000 Penalty: 3103.604248
	Iteration 19F: 3 clusters Score -3528719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -3528717.750000 Penalty: 3103.604248
	Iteration 20F: 3 clusters Score -3528718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -3528717.250000 Penalty: 3103.604248
	Iteration 21Q: 3 clusters Score -3528717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -3528717.250000 Penalty: 3103.604248
	Iteration 22F: 3 clusters Score -3528717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 64759 members 
Mstep: Class 2 contains 10346 members 
Mstep: Class 3 contains 17143 members 
Mstep: Class 4 contains 29761 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 11347 members 
Mstep: Class 7 contains 38485 members 
Mstep: Class 8 contains 4503 members 
Mstep: Class 9 contains 11501 members 
Mstep: Class 10 contains 51166 members 
Mstep: Class 11 contains 41625 members 
Mstep: Class 12 contains 33019 members 
Mstep: Class 13 contains 13468 members 
Mstep: Class 14 contains 1409 members 
Mstep: Class 15 contains 13286 members 
Mstep: Class 16 contains 6450 members 
Mstep: Class 17 contains 2671 members 
Mstep: Class 18 contains 1385 members 
Mstep: Class 19 contains 19101 members 
Mstep: Class 20 contains 8235 members 
Mstep: Class 21 contains 1816 members 
Mstep: Class 22 contains 7970 members 
Mstep: Class 23 contains 4542 members 
Mstep: Class 24 contains 3377 members 
Mstep: Class 25 contains 15368 members 
Mstep: Class 26 contains 15991 members 
Mstep: Class 27 contains 6311 members 
Mstep: Class 28 contains 21100 members 
Mstep: Class 29 contains 9421 members 
Mstep: Class 30 contains 26576 members 
Mstep: Class 31 contains 14304 members 
Mstep: Class 32 contains 12787 members 
Mstep: Class 33 contains 9550 members 
Mstep: Class 34 contains 75414 members 
Mstep: Class 35 contains 205441 members 
Mstep: Class 36 contains 4298 members 
Mstep: Class 37 contains 10992 members 
Mstep: Class 38 contains 22562 members 
Mstep: Class 39 contains 1057 members 
Mstep: Class 40 contains 897 members 
Mstep: Class 41 contains 23849 members 
Mstep: Class 42 contains 1835 members 
Mstep: Class 43 contains 17828 members 
Entering Unmasked Estep 
Score: -88094776.000000 Penalty: 87721.671875
Splitting cluster 26 changes total score from -88030144.000000 to -88094776.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 27 (6311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Entering Unmasked Estep 
Score: -607219.687500 Penalty: 1302.007446
	Iteration 0F: 2 clusters Score -607219.7 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 3138 members 
Entering Unmasked Estep 
Score: -602916.625000 Penalty: 2604.014893
	Iteration 0F: 3 clusters Score -602916.6 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -604960.187500 Penalty: 2604.014893
	Iteration 1F: 3 clusters Score -604960.2 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -605647.000000 Penalty: 2604.014893
	Iteration 2F: 3 clusters Score -605647 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -606304.937500 Penalty: 2604.014893
	Iteration 3F: 3 clusters Score -606304.9 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -606885.250000 Penalty: 2604.014893
	Iteration 4F: 3 clusters Score -606885.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -607329.062500 Penalty: 2604.014893
	Iteration 5F: 3 clusters Score -607329.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -607600.250000 Penalty: 2604.014893
	Iteration 6Q: 3 clusters Score -607600.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -607766.250000 Penalty: 2604.014893
	Iteration 7Q: 3 clusters Score -607766.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -607896.375000 Penalty: 2604.014893
	Iteration 8Q: 3 clusters Score -607896.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -607975.062500 Penalty: 2604.014893
	Iteration 9Q: 3 clusters Score -607975.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -608022.312500 Penalty: 2604.014893
	Iteration 10Q: 3 clusters Score -608022.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -608043.812500 Penalty: 2604.014893
	Iteration 11Q: 3 clusters Score -608043.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -608061.937500 Penalty: 2604.014893
	Iteration 12Q: 3 clusters Score -608061.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -608083.125000 Penalty: 2604.014893
	Iteration 13Q: 3 clusters Score -608083.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -608100.000000 Penalty: 2604.014893
	Iteration 14Q: 3 clusters Score -608100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -608108.812500 Penalty: 2604.014893
	Iteration 15Q: 3 clusters Score -608108.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -608114.875000 Penalty: 2604.014893
	Iteration 16Q: 3 clusters Score -608114.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -608114.312500 Penalty: 2604.014893
	Iteration 17Q: 3 clusters Score -608114.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -608114.312500 Penalty: 2604.014893
	Iteration 18F: 3 clusters Score -608114.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 64759 members 
Mstep: Class 2 contains 10346 members 
Mstep: Class 3 contains 17143 members 
Mstep: Class 4 contains 29761 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 11347 members 
Mstep: Class 7 contains 38485 members 
Mstep: Class 8 contains 4503 members 
Mstep: Class 9 contains 11501 members 
Mstep: Class 10 contains 51166 members 
Mstep: Class 11 contains 41625 members 
Mstep: Class 12 contains 33019 members 
Mstep: Class 13 contains 13468 members 
Mstep: Class 14 contains 1409 members 
Mstep: Class 15 contains 13286 members 
Mstep: Class 16 contains 6450 members 
Mstep: Class 17 contains 2671 members 
Mstep: Class 18 contains 1385 members 
Mstep: Class 19 contains 19101 members 
Mstep: Class 20 contains 8235 members 
Mstep: Class 21 contains 1816 members 
Mstep: Class 22 contains 7970 members 
Mstep: Class 23 contains 4542 members 
Mstep: Class 24 contains 3377 members 
Mstep: Class 25 contains 15368 members 
Mstep: Class 26 contains 15991 members 
Mstep: Class 27 contains 5976 members 
Mstep: Class 28 contains 21100 members 
Mstep: Class 29 contains 9421 members 
Mstep: Class 30 contains 26576 members 
Mstep: Class 31 contains 14304 members 
Mstep: Class 32 contains 12787 members 
Mstep: Class 33 contains 9550 members 
Mstep: Class 34 contains 75414 members 
Mstep: Class 35 contains 205441 members 
Mstep: Class 36 contains 4298 members 
Mstep: Class 37 contains 10992 members 
Mstep: Class 38 contains 22562 members 
Mstep: Class 39 contains 1057 members 
Mstep: Class 40 contains 897 members 
Mstep: Class 41 contains 23849 members 
Mstep: Class 42 contains 1835 members 
Mstep: Class 43 contains 17828 members 
Mstep: Class 44 contains 335 members 
Entering Unmasked Estep 
Score: -88095040.000000 Penalty: 89761.710938
Splitting cluster 27 changes total score from -88030144.000000 to -88095040.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 28 (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: -2157398.500000 Penalty: 1481.605835
	Iteration 0F: 2 clusters Score -2157398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -2143544.500000 Penalty: 2963.211670
	Iteration 0F: 3 clusters Score -2143544 nChanged 9322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -2148553.000000 Penalty: 2963.211670
	Iteration 1F: 3 clusters Score -2148553 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -2148986.500000 Penalty: 2963.211670
	Iteration 2F: 3 clusters Score -2148986 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -2149369.250000 Penalty: 2963.211670
	Iteration 3Q: 3 clusters Score -2149369 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -2149739.000000 Penalty: 2963.211670
	Iteration 4Q: 3 clusters Score -2149739 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -2150165.750000 Penalty: 2963.211670
	Iteration 5Q: 3 clusters Score -2150166 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -2150688.000000 Penalty: 2963.211670
	Iteration 6Q: 3 clusters Score -2150688 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -2151386.000000 Penalty: 2963.211670
	Iteration 7F: 3 clusters Score -2151386 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -2152211.250000 Penalty: 2963.211670
	Iteration 8F: 3 clusters Score -2152211 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -2153070.250000 Penalty: 2963.211670
	Iteration 9F: 3 clusters Score -2153070 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -2153902.750000 Penalty: 2963.211670
	Iteration 10Q: 3 clusters Score -2153903 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -2154575.000000 Penalty: 2963.211670
	Iteration 11Q: 3 clusters Score -2154575 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -2155130.750000 Penalty: 2963.211670
	Iteration 12Q: 3 clusters Score -2155131 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -2155532.750000 Penalty: 2963.211670
	Iteration 13Q: 3 clusters Score -2155533 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -2155773.250000 Penalty: 2963.211670
	Iteration 14Q: 3 clusters Score -2155773 nChanged 214
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: -2155956.500000 Penalty: 2963.211670
	Iteration 15Q: 3 clusters Score -2155956 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -2156061.250000 Penalty: 2963.211670
	Iteration 16Q: 3 clusters Score -2156061 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -2156126.750000 Penalty: 2963.211670
	Iteration 17Q: 3 clusters Score -2156127 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -2156181.500000 Penalty: 2963.211670
	Iteration 18Q: 3 clusters Score -2156182 nChanged 53
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: -2156218.000000 Penalty: 2963.211670
	Iteration 19Q: 3 clusters Score -2156218 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -2156235.000000 Penalty: 2963.211670
	Iteration 20F: 3 clusters Score -2156235 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -2156245.250000 Penalty: 2963.211670
	Iteration 21Q: 3 clusters Score -2156245 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -2156254.000000 Penalty: 2963.211670
	Iteration 22Q: 3 clusters Score -2156254 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -2156268.250000 Penalty: 2963.211670
	Iteration 23Q: 3 clusters Score -2156268 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -2156279.000000 Penalty: 2963.211670
	Iteration 24Q: 3 clusters Score -2156279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -2156281.250000 Penalty: 2963.211670
	Iteration 25Q: 3 clusters Score -2156281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -2156282.750000 Penalty: 2963.211670
	Iteration 26Q: 3 clusters Score -2156283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -2156282.750000 Penalty: 2963.211670
	Iteration 27Q: 3 clusters Score -2156283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -2156284.250000 Penalty: 2963.211670
	Iteration 28Q: 3 clusters Score -2156284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -2156284.000000 Penalty: 2963.211670
	Iteration 29Q: 3 clusters Score -2156284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
Score: -2156287.250000 Penalty: 2963.211670
	Iteration 30Q: 3 clusters Score -2156287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
Score: -2156287.250000 Penalty: 2963.211670
	Iteration 31F: 3 clusters Score -2156287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Entering Unmasked Estep 
Score: -947637.250000 Penalty: 1361.623657
	Iteration 0F: 2 clusters Score -947637.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -941291.375000 Penalty: 2723.247314
	Iteration 0F: 3 clusters Score -941291.4 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -943456.937500 Penalty: 2723.247314
	Iteration 1F: 3 clusters Score -943456.9 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -943788.937500 Penalty: 2723.247314
	Iteration 2F: 3 clusters Score -943788.9 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -944062.812500 Penalty: 2723.247314
	Iteration 3F: 3 clusters Score -944062.8 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -944390.250000 Penalty: 2723.247314
	Iteration 4Q: 3 clusters Score -944390.2 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -944735.625000 Penalty: 2723.247314
	Iteration 5F: 3 clusters Score -944735.6 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -945111.250000 Penalty: 2723.247314
	Iteration 6F: 3 clusters Score -945111.2 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -945428.187500 Penalty: 2723.247314
	Iteration 7F: 3 clusters Score -945428.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -945724.125000 Penalty: 2723.247314
	Iteration 8Q: 3 clusters Score -945724.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -946014.000000 Penalty: 2723.247314
	Iteration 9Q: 3 clusters Score -946014 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -946268.750000 Penalty: 2723.247314
	Iteration 10Q: 3 clusters Score -946268.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -946481.812500 Penalty: 2723.247314
	Iteration 11Q: 3 clusters Score -946481.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -946681.687500 Penalty: 2723.247314
	Iteration 12Q: 3 clusters Score -946681.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -946833.187500 Penalty: 2723.247314
	Iteration 13Q: 3 clusters Score -946833.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -946976.312500 Penalty: 2723.247314
	Iteration 14Q: 3 clusters Score -946976.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -947103.062500 Penalty: 2723.247314
	Iteration 15Q: 3 clusters Score -947103.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -947231.875000 Penalty: 2723.247314
	Iteration 16Q: 3 clusters Score -947231.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -947319.750000 Penalty: 2723.247314
	Iteration 17Q: 3 clusters Score -947319.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -947385.062500 Penalty: 2723.247314
	Iteration 18Q: 3 clusters Score -947385.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -947429.500000 Penalty: 2723.247314
	Iteration 19Q: 3 clusters Score -947429.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -947464.125000 Penalty: 2723.247314
	Iteration 20F: 3 clusters Score -947464.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -947505.500000 Penalty: 2723.247314
	Iteration 21Q: 3 clusters Score -947505.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -947531.687500 Penalty: 2723.247314
	Iteration 22Q: 3 clusters Score -947531.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -947550.750000 Penalty: 2723.247314
	Iteration 23Q: 3 clusters Score -947550.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -947569.125000 Penalty: 2723.247314
	Iteration 24Q: 3 clusters Score -947569.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -947579.500000 Penalty: 2723.247314
	Iteration 25Q: 3 clusters Score -947579.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -947584.437500 Penalty: 2723.247314
	Iteration 26Q: 3 clusters Score -947584.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -947591.875000 Penalty: 2723.247314
	Iteration 27Q: 3 clusters Score -947591.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -947591.062500 Penalty: 2723.247314
	Iteration 28Q: 3 clusters Score -947591.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -947592.750000 Penalty: 2723.247314
	Iteration 29Q: 3 clusters Score -947592.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -947593.000000 Penalty: 2723.247314
	Iteration 30Q: 3 clusters Score -947593 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -947596.687500 Penalty: 2723.247314
	Iteration 31Q: 3 clusters Score -947596.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -947597.687500 Penalty: 2723.247314
	Iteration 32Q: 3 clusters Score -947597.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -947598.187500 Penalty: 2723.247314
	Iteration 33Q: 3 clusters Score -947598.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -947597.625000 Penalty: 2723.247314
	Iteration 34Q: 3 clusters Score -947597.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -947596.125000 Penalty: 2723.247314
	Iteration 35Q: 3 clusters Score -947596.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -947594.437500 Penalty: 2723.247314
	Iteration 36Q: 3 clusters Score -947594.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -947595.500000 Penalty: 2723.247314
	Iteration 37Q: 3 clusters Score -947595.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -947595.500000 Penalty: 2723.247314
	Iteration 38F: 3 clusters Score -947595.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (26576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26576 members 
Entering Unmasked Estep 
Score: -2696143.750000 Penalty: 1515.939331
	Iteration 0F: 2 clusters Score -2696144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -2678783.000000 Penalty: 3031.878662
	Iteration 0F: 3 clusters Score -2678783 nChanged 11900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -2685290.250000 Penalty: 3031.878662
	Iteration 1F: 3 clusters Score -2685290 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -2685896.250000 Penalty: 3031.878662
	Iteration 2F: 3 clusters Score -2685896 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -2686652.500000 Penalty: 3031.878662
	Iteration 3F: 3 clusters Score -2686652 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -2687661.250000 Penalty: 3031.878662
	Iteration 4F: 3 clusters Score -2687661 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -2689015.750000 Penalty: 3031.878662
	Iteration 5F: 3 clusters Score -2689016 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -2690680.000000 Penalty: 3031.878662
	Iteration 6F: 3 clusters Score -2690680 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -2692249.250000 Penalty: 3031.878662
	Iteration 7F: 3 clusters Score -2692249 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -2693360.250000 Penalty: 3031.878662
	Iteration 8F: 3 clusters Score -2693360 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -2694025.500000 Penalty: 3031.878662
	Iteration 9Q: 3 clusters Score -2694026 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -2694358.250000 Penalty: 3031.878662
	Iteration 10Q: 3 clusters Score -2694358 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -2694545.000000 Penalty: 3031.878662
	Iteration 11Q: 3 clusters Score -2694545 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -2694623.250000 Penalty: 3031.878662
	Iteration 12Q: 3 clusters Score -2694623 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -2694683 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -2694719.250000 Penalty: 3031.878662
	Iteration 14Q: 3 clusters Score -2694719 nChanged 144
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -2694762 nChanged 133
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -2694786 nChanged 129
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -2694811.750000 Penalty: 3031.878662
	Iteration 17Q: 3 clusters Score -2694812 nChanged 115
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Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2694831 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2694862 nChanged 91
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -2694881.250000 Penalty: 3031.878662
	Iteration 20F: 3 clusters Score -2694881 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -2694894.500000 Penalty: 3031.878662
	Iteration 21Q: 3 clusters Score -2694894 nChanged 80
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -2694908.000000 Penalty: 3031.878662
	Iteration 22Q: 3 clusters Score -2694908 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -2694921.000000 Penalty: 3031.878662
	Iteration 23Q: 3 clusters Score -2694921 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -2694931.250000 Penalty: 3031.878662
	Iteration 24Q: 3 clusters Score -2694931 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22259 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -2694932.000000 Penalty: 3031.878662
	Iteration 25Q: 3 clusters Score -2694932 nChanged 54
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Mstep: Class 1 contains 22313 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2694936 nChanged 48
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Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2694943 nChanged 55
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Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2694960 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2694966 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2694978 nChanged 43
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Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2694970 nChanged 35
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Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -2694991.750000 Penalty: 3031.878662
	Iteration 32Q: 3 clusters Score -2694992 nChanged 41
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Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -2695002.500000 Penalty: 3031.878662
	Iteration 33Q: 3 clusters Score -2695002 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -2695005.500000 Penalty: 3031.878662
	Iteration 34Q: 3 clusters Score -2695006 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -2695014.000000 Penalty: 3031.878662
	Iteration 35Q: 3 clusters Score -2695014 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -2695025.750000 Penalty: 3031.878662
	Iteration 36Q: 3 clusters Score -2695026 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -2695030.000000 Penalty: 3031.878662
	Iteration 37Q: 3 clusters Score -2695030 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -2695045.750000 Penalty: 3031.878662
	Iteration 38Q: 3 clusters Score -2695046 nChanged 43
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -2695049.500000 Penalty: 3031.878662
	Iteration 39Q: 3 clusters Score -2695050 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -2695056.500000 Penalty: 3031.878662
	Iteration 40F: 3 clusters Score -2695056 nChanged 41
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Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2695063 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2695070 nChanged 39
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Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2695072 nChanged 32
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Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2695082 nChanged 38
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Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2695096 nChanged 27
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Mstep: Class 1 contains 23145 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2695099 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -2695110.000000 Penalty: 3031.878662
	Iteration 47Q: 3 clusters Score -2695110 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23179 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2695110 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -2695106.500000 Penalty: 3031.878662
	Iteration 49Q: 3 clusters Score -2695106 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -2695104.750000 Penalty: 3031.878662
	Iteration 50Q: 3 clusters Score -2695105 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2695111 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2695112 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -2695118.250000 Penalty: 3031.878662
	Iteration 53Q: 3 clusters Score -2695118 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -2695120.000000 Penalty: 3031.878662
	Iteration 54Q: 3 clusters Score -2695120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -2695115.750000 Penalty: 3031.878662
	Iteration 55Q: 3 clusters Score -2695116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -2695113.750000 Penalty: 3031.878662
	Iteration 56Q: 3 clusters Score -2695114 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23306 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2695116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2695114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -2695108.500000 Penalty: 3031.878662
	Iteration 59Q: 3 clusters Score -2695108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23318 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -2695111.500000 Penalty: 3031.878662
	Iteration 60F: 3 clusters Score -2695112 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23321 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2695110 nChanged 4
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Mstep: Class 1 contains 23321 members 
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	Iteration 62Q: 3 clusters Score -2695114 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 3254 members 
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	Iteration 63Q: 3 clusters Score -2695112 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2695116 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 3250 members 
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	Iteration 65Q: 3 clusters Score -2695114 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23329 members 
Mstep: Class 2 contains 3247 members 
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	Iteration 66Q: 3 clusters Score -2695112 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23332 members 
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	Iteration 67Q: 3 clusters Score -2695115 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23334 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2695110 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23339 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2695111 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23342 members 
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Entering Unmasked Estep 
Score: -2695107.750000 Penalty: 3031.878662
	Iteration 70Q: 3 clusters Score -2695108 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 3231 members 
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	Iteration 71Q: 3 clusters Score -2695107 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 3227 members 
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	Iteration 72Q: 3 clusters Score -2695109 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23352 members 
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	Iteration 73Q: 3 clusters Score -2695109 nChanged 5
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Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2695110 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23361 members 
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	Iteration 75Q: 3 clusters Score -2695109 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23365 members 
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	Iteration 76Q: 3 clusters Score -2695108 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23368 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2695105 nChanged 6
Entering Unmasked Mstep 
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	Iteration 78Q: 3 clusters Score -2695107 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23380 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2695105 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2695106 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2695107 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23395 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2695105 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 3177 members 
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	Iteration 83Q: 3 clusters Score -2695105 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2695106 nChanged 3
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Mstep: Class 1 contains 23405 members 
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Entering Unmasked Estep 
Score: -2695103.250000 Penalty: 3031.878662
	Iteration 85Q: 3 clusters Score -2695103 nChanged 6
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Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 3165 members 
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	Iteration 86Q: 3 clusters Score -2695108 nChanged 4
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Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 3161 members 
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Score: -2695112.000000 Penalty: 3031.878662
	Iteration 87Q: 3 clusters Score -2695112 nChanged 6
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Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 3155 members 
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	Iteration 88Q: 3 clusters Score -2695115 nChanged 5
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Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 3150 members 
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Score: -2695118.250000 Penalty: 3031.878662
	Iteration 89Q: 3 clusters Score -2695118 nChanged 3
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Mstep: Class 1 contains 23429 members 
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	Iteration 90Q: 3 clusters Score -2695120 nChanged 5
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	Iteration 91Q: 3 clusters Score -2695116 nChanged 6
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Score: -2695122.000000 Penalty: 3031.878662
	Iteration 92Q: 3 clusters Score -2695122 nChanged 5
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	Iteration 93Q: 3 clusters Score -2695124 nChanged 5
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Score: -2695131.000000 Penalty: 3031.878662
	Iteration 94Q: 3 clusters Score -2695131 nChanged 5
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	Iteration 95Q: 3 clusters Score -2695132 nChanged 6
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	Iteration 96Q: 3 clusters Score -2695133 nChanged 4
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Score: -2695136.250000 Penalty: 3031.878662
	Iteration 97Q: 3 clusters Score -2695136 nChanged 7
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	Iteration 98Q: 3 clusters Score -2695136 nChanged 6
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	Iteration 99Q: 3 clusters Score -2695135 nChanged 11
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	Iteration 100F: 3 clusters Score -2695133 nChanged 13
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	Iteration 101Q: 3 clusters Score -2695138 nChanged 14
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Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -2695141.750000 Penalty: 3031.878662
	Iteration 102Q: 3 clusters Score -2695142 nChanged 11
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Score: -2695148.750000 Penalty: 3031.878662
	Iteration 103Q: 3 clusters Score -2695149 nChanged 9
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	Iteration 104Q: 3 clusters Score -2695144 nChanged 9
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	Iteration 105Q: 3 clusters Score -2695147 nChanged 13
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	Iteration 106Q: 3 clusters Score -2695144 nChanged 16
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Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -2695150.250000 Penalty: 3031.878662
	Iteration 107Q: 3 clusters Score -2695150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -2695146.250000 Penalty: 3031.878662
	Iteration 108Q: 3 clusters Score -2695146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23594 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -2695148.000000 Penalty: 3031.878662
	Iteration 109Q: 3 clusters Score -2695148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -2695146.000000 Penalty: 3031.878662
	Iteration 110Q: 3 clusters Score -2695146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -2695146.000000 Penalty: 3031.878662
	Iteration 111Q: 3 clusters Score -2695146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -2695147.000000 Penalty: 3031.878662
	Iteration 112Q: 3 clusters Score -2695147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -2695145.250000 Penalty: 3031.878662
	Iteration 113Q: 3 clusters Score -2695145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23638 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -2695151.750000 Penalty: 3031.878662
	Iteration 114Q: 3 clusters Score -2695152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -2695150.500000 Penalty: 3031.878662
	Iteration 115Q: 3 clusters Score -2695150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -2695152.000000 Penalty: 3031.878662
	Iteration 116Q: 3 clusters Score -2695152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -2695155.000000 Penalty: 3031.878662
	Iteration 117Q: 3 clusters Score -2695155 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -2695154.750000 Penalty: 3031.878662
	Iteration 118Q: 3 clusters Score -2695155 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -2695164.500000 Penalty: 3031.878662
	Iteration 119Q: 3 clusters Score -2695164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -2695155.750000 Penalty: 3031.878662
	Iteration 120F: 3 clusters Score -2695156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -2695167.750000 Penalty: 3031.878662
	Iteration 121Q: 3 clusters Score -2695168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -2695163.750000 Penalty: 3031.878662
	Iteration 122Q: 3 clusters Score -2695164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -2695158.000000 Penalty: 3031.878662
	Iteration 123Q: 3 clusters Score -2695158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -2695161.750000 Penalty: 3031.878662
	Iteration 124Q: 3 clusters Score -2695162 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -2695167.000000 Penalty: 3031.878662
	Iteration 125Q: 3 clusters Score -2695167 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -2695171.000000 Penalty: 3031.878662
	Iteration 126Q: 3 clusters Score -2695171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -2695166.250000 Penalty: 3031.878662
	Iteration 127Q: 3 clusters Score -2695166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -2695166.000000 Penalty: 3031.878662
	Iteration 128Q: 3 clusters Score -2695166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -2695175.250000 Penalty: 3031.878662
	Iteration 129Q: 3 clusters Score -2695175 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -2695172.500000 Penalty: 3031.878662
	Iteration 130Q: 3 clusters Score -2695172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -2695183.750000 Penalty: 3031.878662
	Iteration 131Q: 3 clusters Score -2695184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -2695186.500000 Penalty: 3031.878662
	Iteration 132Q: 3 clusters Score -2695186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -2695186.250000 Penalty: 3031.878662
	Iteration 133Q: 3 clusters Score -2695186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23830 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -2695188.500000 Penalty: 3031.878662
	Iteration 134Q: 3 clusters Score -2695188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -2695184.000000 Penalty: 3031.878662
	Iteration 135Q: 3 clusters Score -2695184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -2695188.250000 Penalty: 3031.878662
	Iteration 136Q: 3 clusters Score -2695188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -2695190.000000 Penalty: 3031.878662
	Iteration 137Q: 3 clusters Score -2695190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -2695189.250000 Penalty: 3031.878662
	Iteration 138Q: 3 clusters Score -2695189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -2695188.500000 Penalty: 3031.878662
	Iteration 139Q: 3 clusters Score -2695188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -2695188.500000 Penalty: 3031.878662
	Iteration 140F: 3 clusters Score -2695188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (14304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Entering Unmasked Estep 
Score: -1487140.375000 Penalty: 1423.762207
	Iteration 0F: 2 clusters Score -1487140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1477833.500000 Penalty: 2847.524414
	Iteration 0F: 3 clusters Score -1477834 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1481064.625000 Penalty: 2847.524414
	Iteration 1F: 3 clusters Score -1481065 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1481479.500000 Penalty: 2847.524414
	Iteration 2F: 3 clusters Score -1481480 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1481889.000000 Penalty: 2847.524414
	Iteration 3F: 3 clusters Score -1481889 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1482341.375000 Penalty: 2847.524414
	Iteration 4F: 3 clusters Score -1482341 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1482824.125000 Penalty: 2847.524414
	Iteration 5F: 3 clusters Score -1482824 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1483273.625000 Penalty: 2847.524414
	Iteration 6F: 3 clusters Score -1483274 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1483734.250000 Penalty: 2847.524414
	Iteration 7F: 3 clusters Score -1483734 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1484160.250000 Penalty: 2847.524414
	Iteration 8Q: 3 clusters Score -1484160 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1484577.875000 Penalty: 2847.524414
	Iteration 9Q: 3 clusters Score -1484578 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1484913.875000 Penalty: 2847.524414
	Iteration 10Q: 3 clusters Score -1484914 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1485205.500000 Penalty: 2847.524414
	Iteration 11Q: 3 clusters Score -1485206 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1485447.625000 Penalty: 2847.524414
	Iteration 12Q: 3 clusters Score -1485448 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1485616.875000 Penalty: 2847.524414
	Iteration 13Q: 3 clusters Score -1485617 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1485724.375000 Penalty: 2847.524414
	Iteration 14Q: 3 clusters Score -1485724 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1485805.125000 Penalty: 2847.524414
	Iteration 15Q: 3 clusters Score -1485805 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1485861.125000 Penalty: 2847.524414
	Iteration 16Q: 3 clusters Score -1485861 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1485909.750000 Penalty: 2847.524414
	Iteration 17Q: 3 clusters Score -1485910 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1485932.375000 Penalty: 2847.524414
	Iteration 18Q: 3 clusters Score -1485932 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1485957.000000 Penalty: 2847.524414
	Iteration 19Q: 3 clusters Score -1485957 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1485967.250000 Penalty: 2847.524414
	Iteration 20F: 3 clusters Score -1485967 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1485976.625000 Penalty: 2847.524414
	Iteration 21Q: 3 clusters Score -1485977 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1485985.250000 Penalty: 2847.524414
	Iteration 22Q: 3 clusters Score -1485985 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1485988.625000 Penalty: 2847.524414
	Iteration 23Q: 3 clusters Score -1485989 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1485993.000000 Penalty: 2847.524414
	Iteration 24Q: 3 clusters Score -1485993 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1486000.625000 Penalty: 2847.524414
	Iteration 25Q: 3 clusters Score -1486001 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1486005.250000 Penalty: 2847.524414
	Iteration 26Q: 3 clusters Score -1486005 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1486003.750000 Penalty: 2847.524414
	Iteration 27Q: 3 clusters Score -1486004 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1486007.250000 Penalty: 2847.524414
	Iteration 28Q: 3 clusters Score -1486007 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1486013.125000 Penalty: 2847.524414
	Iteration 29Q: 3 clusters Score -1486013 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1486011.875000 Penalty: 2847.524414
	Iteration 30Q: 3 clusters Score -1486012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1486012.875000 Penalty: 2847.524414
	Iteration 31Q: 3 clusters Score -1486013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1486011.625000 Penalty: 2847.524414
	Iteration 32Q: 3 clusters Score -1486012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1486009.875000 Penalty: 2847.524414
	Iteration 33Q: 3 clusters Score -1486010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1486011.500000 Penalty: 2847.524414
	Iteration 34Q: 3 clusters Score -1486012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1486011.125000 Penalty: 2847.524414
	Iteration 35Q: 3 clusters Score -1486011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1486008.625000 Penalty: 2847.524414
	Iteration 36Q: 3 clusters Score -1486009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1486008.625000 Penalty: 2847.524414
	Iteration 37F: 3 clusters Score -1486009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (12787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Entering Unmasked Estep 
Score: -1234587.125000 Penalty: 1407.080322
	Iteration 0F: 2 clusters Score -1234587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1226053.000000 Penalty: 2814.160645
	Iteration 0F: 3 clusters Score -1226053 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1229100.750000 Penalty: 2814.160645
	Iteration 1F: 3 clusters Score -1229101 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1229595.625000 Penalty: 2814.160645
	Iteration 2F: 3 clusters Score -1229596 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1230178.375000 Penalty: 2814.160645
	Iteration 3F: 3 clusters Score -1230178 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1230891.500000 Penalty: 2814.160645
	Iteration 4F: 3 clusters Score -1230892 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1231600.875000 Penalty: 2814.160645
	Iteration 5F: 3 clusters Score -1231601 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1232222.500000 Penalty: 2814.160645
	Iteration 6F: 3 clusters Score -1232222 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1232696.375000 Penalty: 2814.160645
	Iteration 7F: 3 clusters Score -1232696 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1233036.875000 Penalty: 2814.160645
	Iteration 8Q: 3 clusters Score -1233037 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1233247.250000 Penalty: 2814.160645
	Iteration 9Q: 3 clusters Score -1233247 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1233388.750000 Penalty: 2814.160645
	Iteration 10Q: 3 clusters Score -1233389 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1233483.375000 Penalty: 2814.160645
	Iteration 11Q: 3 clusters Score -1233483 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1233526.000000 Penalty: 2814.160645
	Iteration 12Q: 3 clusters Score -1233526 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1233549.875000 Penalty: 2814.160645
	Iteration 13Q: 3 clusters Score -1233550 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1233571.125000 Penalty: 2814.160645
	Iteration 14Q: 3 clusters Score -1233571 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1233584.500000 Penalty: 2814.160645
	Iteration 15Q: 3 clusters Score -1233584 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1233590.750000 Penalty: 2814.160645
	Iteration 16Q: 3 clusters Score -1233591 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1233595.875000 Penalty: 2814.160645
	Iteration 17Q: 3 clusters Score -1233596 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1233597.250000 Penalty: 2814.160645
	Iteration 18Q: 3 clusters Score -1233597 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1233600.875000 Penalty: 2814.160645
	Iteration 19Q: 3 clusters Score -1233601 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1233609.000000 Penalty: 2814.160645
	Iteration 20F: 3 clusters Score -1233609 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1233610.625000 Penalty: 2814.160645
	Iteration 21Q: 3 clusters Score -1233611 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1233617.000000 Penalty: 2814.160645
	Iteration 22Q: 3 clusters Score -1233617 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1233617.500000 Penalty: 2814.160645
	Iteration 23Q: 3 clusters Score -1233618 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1233625.125000 Penalty: 2814.160645
	Iteration 24Q: 3 clusters Score -1233625 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1233623.375000 Penalty: 2814.160645
	Iteration 25Q: 3 clusters Score -1233623 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1233625.375000 Penalty: 2814.160645
	Iteration 26Q: 3 clusters Score -1233625 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1233627.125000 Penalty: 2814.160645
	Iteration 27Q: 3 clusters Score -1233627 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1233629.125000 Penalty: 2814.160645
	Iteration 28Q: 3 clusters Score -1233629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1233631.750000 Penalty: 2814.160645
	Iteration 29Q: 3 clusters Score -1233632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1233634.125000 Penalty: 2814.160645
	Iteration 30Q: 3 clusters Score -1233634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1233632.250000 Penalty: 2814.160645
	Iteration 31Q: 3 clusters Score -1233632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1233631.625000 Penalty: 2814.160645
	Iteration 32Q: 3 clusters Score -1233632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1233631.875000 Penalty: 2814.160645
	Iteration 33Q: 3 clusters Score -1233632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1233631.625000 Penalty: 2814.160645
	Iteration 34Q: 3 clusters Score -1233632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1233631.625000 Penalty: 2814.160645
	Iteration 35Q: 3 clusters Score -1233632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1233631.625000 Penalty: 2814.160645
	Iteration 36F: 3 clusters Score -1233632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Entering Unmasked Estep 
Score: -900627.812500 Penalty: 1363.647339
	Iteration 0F: 2 clusters Score -900627.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -894207.812500 Penalty: 2727.294678
	Iteration 0F: 3 clusters Score -894207.8 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -896478.250000 Penalty: 2727.294678
	Iteration 1F: 3 clusters Score -896478.2 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -897093.500000 Penalty: 2727.294678
	Iteration 2F: 3 clusters Score -897093.5 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -897833.812500 Penalty: 2727.294678
	Iteration 3F: 3 clusters Score -897833.8 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -898696.875000 Penalty: 2727.294678
	Iteration 4F: 3 clusters Score -898696.9 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -899573.125000 Penalty: 2727.294678
	Iteration 5F: 3 clusters Score -899573.1 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -900326.625000 Penalty: 2727.294678
	Iteration 6F: 3 clusters Score -900326.6 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -900808.875000 Penalty: 2727.294678
	Iteration 7F: 3 clusters Score -900808.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -901084.812500 Penalty: 2727.294678
	Iteration 8Q: 3 clusters Score -901084.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -901234.625000 Penalty: 2727.294678
	Iteration 9Q: 3 clusters Score -901234.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -901317.062500 Penalty: 2727.294678
	Iteration 10Q: 3 clusters Score -901317.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -901366.875000 Penalty: 2727.294678
	Iteration 11Q: 3 clusters Score -901366.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -901405.812500 Penalty: 2727.294678
	Iteration 12Q: 3 clusters Score -901405.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -901438.812500 Penalty: 2727.294678
	Iteration 13Q: 3 clusters Score -901438.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -901461.875000 Penalty: 2727.294678
	Iteration 14Q: 3 clusters Score -901461.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -901479.562500 Penalty: 2727.294678
	Iteration 15Q: 3 clusters Score -901479.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -901502.312500 Penalty: 2727.294678
	Iteration 16Q: 3 clusters Score -901502.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -901524.625000 Penalty: 2727.294678
	Iteration 17Q: 3 clusters Score -901524.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -901543.812500 Penalty: 2727.294678
	Iteration 18Q: 3 clusters Score -901543.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -901563.937500 Penalty: 2727.294678
	Iteration 19Q: 3 clusters Score -901563.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -901576.500000 Penalty: 2727.294678
	Iteration 20F: 3 clusters Score -901576.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -901581.687500 Penalty: 2727.294678
	Iteration 21Q: 3 clusters Score -901581.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -901588.437500 Penalty: 2727.294678
	Iteration 22Q: 3 clusters Score -901588.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -901593.687500 Penalty: 2727.294678
	Iteration 23Q: 3 clusters Score -901593.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -901596.875000 Penalty: 2727.294678
	Iteration 24Q: 3 clusters Score -901596.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -901598.687500 Penalty: 2727.294678
	Iteration 25Q: 3 clusters Score -901598.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -901602.312500 Penalty: 2727.294678
	Iteration 26Q: 3 clusters Score -901602.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -901604.812500 Penalty: 2727.294678
	Iteration 27Q: 3 clusters Score -901604.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -901610.125000 Penalty: 2727.294678
	Iteration 28Q: 3 clusters Score -901610.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -901611.625000 Penalty: 2727.294678
	Iteration 29Q: 3 clusters Score -901611.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -901613.062500 Penalty: 2727.294678
	Iteration 30Q: 3 clusters Score -901613.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -901614.562500 Penalty: 2727.294678
	Iteration 31Q: 3 clusters Score -901614.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -901614.500000 Penalty: 2727.294678
	Iteration 32Q: 3 clusters Score -901614.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -901616.562500 Penalty: 2727.294678
	Iteration 33Q: 3 clusters Score -901616.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -901617.812500 Penalty: 2727.294678
	Iteration 34Q: 3 clusters Score -901617.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -901618.750000 Penalty: 2727.294678
	Iteration 35Q: 3 clusters Score -901618.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -901621.000000 Penalty: 2727.294678
	Iteration 36Q: 3 clusters Score -901621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -901620.687500 Penalty: 2727.294678
	Iteration 37Q: 3 clusters Score -901620.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -901619.687500 Penalty: 2727.294678
	Iteration 38Q: 3 clusters Score -901619.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -901622.375000 Penalty: 2727.294678
	Iteration 39Q: 3 clusters Score -901622.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -901623.250000 Penalty: 2727.294678
	Iteration 40F: 3 clusters Score -901623.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -901621.625000 Penalty: 2727.294678
	Iteration 41Q: 3 clusters Score -901621.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -901626.750000 Penalty: 2727.294678
	Iteration 42Q: 3 clusters Score -901626.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -901629.562500 Penalty: 2727.294678
	Iteration 43Q: 3 clusters Score -901629.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -901629.125000 Penalty: 2727.294678
	Iteration 44Q: 3 clusters Score -901629.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -901630.937500 Penalty: 2727.294678
	Iteration 45Q: 3 clusters Score -901630.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -901630.062500 Penalty: 2727.294678
	Iteration 46Q: 3 clusters Score -901630.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -901631.812500 Penalty: 2727.294678
	Iteration 47Q: 3 clusters Score -901631.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -901634.250000 Penalty: 2727.294678
	Iteration 48Q: 3 clusters Score -901634.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -901631.812500 Penalty: 2727.294678
	Iteration 49Q: 3 clusters Score -901631.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -901632.000000 Penalty: 2727.294678
	Iteration 50Q: 3 clusters Score -901632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -901632.937500 Penalty: 2727.294678
	Iteration 51Q: 3 clusters Score -901632.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -901634.937500 Penalty: 2727.294678
	Iteration 52Q: 3 clusters Score -901634.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -901634.937500 Penalty: 2727.294678
	Iteration 53F: 3 clusters Score -901634.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 64759 members 
Mstep: Class 2 contains 10346 members 
Mstep: Class 3 contains 17143 members 
Mstep: Class 4 contains 29761 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 11347 members 
Mstep: Class 7 contains 38485 members 
Mstep: Class 8 contains 4503 members 
Mstep: Class 9 contains 11501 members 
Mstep: Class 10 contains 51166 members 
Mstep: Class 11 contains 41625 members 
Mstep: Class 12 contains 33019 members 
Mstep: Class 13 contains 13468 members 
Mstep: Class 14 contains 1409 members 
Mstep: Class 15 contains 13286 members 
Mstep: Class 16 contains 6450 members 
Mstep: Class 17 contains 2671 members 
Mstep: Class 18 contains 1385 members 
Mstep: Class 19 contains 19101 members 
Mstep: Class 20 contains 8235 members 
Mstep: Class 21 contains 1816 members 
Mstep: Class 22 contains 7970 members 
Mstep: Class 23 contains 4542 members 
Mstep: Class 24 contains 3377 members 
Mstep: Class 25 contains 15368 members 
Mstep: Class 26 contains 15991 members 
Mstep: Class 27 contains 5976 members 
Mstep: Class 28 contains 21100 members 
Mstep: Class 29 contains 9421 members 
Mstep: Class 30 contains 26576 members 
Mstep: Class 31 contains 14304 members 
Mstep: Class 32 contains 12787 members 
Mstep: Class 33 contains 4008 members 
Mstep: Class 34 contains 75414 members 
Mstep: Class 35 contains 205441 members 
Mstep: Class 36 contains 4298 members 
Mstep: Class 37 contains 10992 members 
Mstep: Class 38 contains 22562 members 
Mstep: Class 39 contains 1057 members 
Mstep: Class 40 contains 897 members 
Mstep: Class 41 contains 23849 members 
Mstep: Class 42 contains 1835 members 
Mstep: Class 43 contains 17828 members 
Mstep: Class 44 contains 335 members 
Mstep: Class 45 contains 5542 members 
Entering Unmasked Estep 
Score: -88095288.000000 Penalty: 91801.750000
Splitting cluster 33 changes total score from -88030144.000000 to -88095288.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 34 (75414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75414 members 
Entering Unmasked Estep 
Score: -7559328.500000 Penalty: 1671.135376
	Iteration 0F: 2 clusters Score -7559328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37603 members 
Mstep: Class 2 contains 37811 members 
Entering Unmasked Estep 
Score: -7510159.000000 Penalty: 3342.270752
	Iteration 0F: 3 clusters Score -7510159 nChanged 35248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37063 members 
Mstep: Class 2 contains 38351 members 
Entering Unmasked Estep 
Score: -7530374.500000 Penalty: 3342.270752
	Iteration 1F: 3 clusters Score -7530374 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36677 members 
Mstep: Class 2 contains 38737 members 
Entering Unmasked Estep 
Score: -7531388.500000 Penalty: 3342.270752
	Iteration 2Q: 3 clusters Score -7531388 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36150 members 
Mstep: Class 2 contains 39264 members 
Entering Unmasked Estep 
Score: -7532499.000000 Penalty: 3342.270752
	Iteration 3Q: 3 clusters Score -7532499 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35471 members 
Mstep: Class 2 contains 39943 members 
Entering Unmasked Estep 
Score: -7533858.500000 Penalty: 3342.270752
	Iteration 4Q: 3 clusters Score -7533858 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34614 members 
Mstep: Class 2 contains 40800 members 
Entering Unmasked Estep 
Score: -7535567.500000 Penalty: 3342.270752
	Iteration 5Q: 3 clusters Score -7535568 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33629 members 
Mstep: Class 2 contains 41785 members 
Entering Unmasked Estep 
Score: -7537635.000000 Penalty: 3342.270752
	Iteration 6F: 3 clusters Score -7537635 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32392 members 
Mstep: Class 2 contains 43022 members 
Entering Unmasked Estep 
Score: -7539969.000000 Penalty: 3342.270752
	Iteration 7F: 3 clusters Score -7539969 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31085 members 
Mstep: Class 2 contains 44329 members 
Entering Unmasked Estep 
Score: -7542581.500000 Penalty: 3342.270752
	Iteration 8F: 3 clusters Score -7542582 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29880 members 
Mstep: Class 2 contains 45534 members 
Entering Unmasked Estep 
Score: -7544856.500000 Penalty: 3342.270752
	Iteration 9F: 3 clusters Score -7544856 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28812 members 
Mstep: Class 2 contains 46602 members 
Entering Unmasked Estep 
Score: -7546493.500000 Penalty: 3342.270752
	Iteration 10Q: 3 clusters Score -7546494 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27935 members 
Mstep: Class 2 contains 47479 members 
Entering Unmasked Estep 
Score: -7547432.500000 Penalty: 3342.270752
	Iteration 11Q: 3 clusters Score -7547432 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27094 members 
Mstep: Class 2 contains 48320 members 
Entering Unmasked Estep 
Score: -7548005.500000 Penalty: 3342.270752
	Iteration 12Q: 3 clusters Score -7548006 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26332 members 
Mstep: Class 2 contains 49082 members 
Entering Unmasked Estep 
Score: -7548324.000000 Penalty: 3342.270752
	Iteration 13Q: 3 clusters Score -7548324 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 49814 members 
Entering Unmasked Estep 
Score: -7548624.000000 Penalty: 3342.270752
	Iteration 14Q: 3 clusters Score -7548624 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24851 members 
Mstep: Class 2 contains 50563 members 
Entering Unmasked Estep 
Score: -7548845.000000 Penalty: 3342.270752
	Iteration 15Q: 3 clusters Score -7548845 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 51299 members 
Entering Unmasked Estep 
Score: -7549059.500000 Penalty: 3342.270752
	Iteration 16Q: 3 clusters Score -7549060 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23392 members 
Mstep: Class 2 contains 52022 members 
Entering Unmasked Estep 
Score: -7549275.500000 Penalty: 3342.270752
	Iteration 17Q: 3 clusters Score -7549276 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 52765 members 
Entering Unmasked Estep 
Score: -7549498.500000 Penalty: 3342.270752
	Iteration 18Q: 3 clusters Score -7549498 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 53513 members 
Entering Unmasked Estep 
Score: -7549717.000000 Penalty: 3342.270752
	Iteration 19Q: 3 clusters Score -7549717 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 54258 members 
Entering Unmasked Estep 
Score: -7549947.500000 Penalty: 3342.270752
	Iteration 20F: 3 clusters Score -7549948 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 55002 members 
Entering Unmasked Estep 
Score: -7550090.500000 Penalty: 3342.270752
	Iteration 21Q: 3 clusters Score -7550090 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 55778 members 
Entering Unmasked Estep 
Score: -7550300.000000 Penalty: 3342.270752
	Iteration 22Q: 3 clusters Score -7550300 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 56620 members 
Entering Unmasked Estep 
Score: -7550509.000000 Penalty: 3342.270752
	Iteration 23Q: 3 clusters Score -7550509 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 57518 members 
Entering Unmasked Estep 
Score: -7550747.500000 Penalty: 3342.270752
	Iteration 24Q: 3 clusters Score -7550748 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 58492 members 
Entering Unmasked Estep 
Score: -7551040.500000 Penalty: 3342.270752
	Iteration 25Q: 3 clusters Score -7551040 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 59505 members 
Entering Unmasked Estep 
Score: -7551360.000000 Penalty: 3342.270752
	Iteration 26Q: 3 clusters Score -7551360 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 60624 members 
Entering Unmasked Estep 
Score: -7551725.000000 Penalty: 3342.270752
	Iteration 27Q: 3 clusters Score -7551725 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 61766 members 
Entering Unmasked Estep 
Score: -7552146.000000 Penalty: 3342.270752
	Iteration 28Q: 3 clusters Score -7552146 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 63015 members 
Entering Unmasked Estep 
Score: -7552680.500000 Penalty: 3342.270752
	Iteration 29Q: 3 clusters Score -7552680 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 64270 members 
Entering Unmasked Estep 
Score: -7553203.000000 Penalty: 3342.270752
	Iteration 30Q: 3 clusters Score -7553203 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 65596 members 
Entering Unmasked Estep 
Score: -7553783.500000 Penalty: 3342.270752
	Iteration 31Q: 3 clusters Score -7553784 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 66832 members 
Entering Unmasked Estep 
Score: -7554315.500000 Penalty: 3342.270752
	Iteration 32Q: 3 clusters Score -7554316 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 67987 members 
Entering Unmasked Estep 
Score: -7554906.500000 Penalty: 3342.270752
	Iteration 33Q: 3 clusters Score -7554906 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 69091 members 
Entering Unmasked Estep 
Score: -7555411.500000 Penalty: 3342.270752
	Iteration 34Q: 3 clusters Score -7555412 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 70091 members 
Entering Unmasked Estep 
Score: -7555924.500000 Penalty: 3342.270752
	Iteration 35Q: 3 clusters Score -7555924 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 70960 members 
Entering Unmasked Estep 
Score: -7556339.000000 Penalty: 3342.270752
	Iteration 36Q: 3 clusters Score -7556339 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 71681 members 
Entering Unmasked Estep 
Score: -7556713.000000 Penalty: 3342.270752
	Iteration 37Q: 3 clusters Score -7556713 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 72293 members 
Entering Unmasked Estep 
Score: -7557081.500000 Penalty: 3342.270752
	Iteration 38Q: 3 clusters Score -7557082 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 72775 members 
Entering Unmasked Estep 
Score: -7557319.500000 Penalty: 3342.270752
	Iteration 39Q: 3 clusters Score -7557320 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 73135 members 
Entering Unmasked Estep 
Score: -7557514.000000 Penalty: 3342.270752
	Iteration 40F: 3 clusters Score -7557514 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 73419 members 
Entering Unmasked Estep 
Score: -7557637.500000 Penalty: 3342.270752
	Iteration 41Q: 3 clusters Score -7557638 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 73636 members 
Entering Unmasked Estep 
Score: -7557756.500000 Penalty: 3342.270752
	Iteration 42Q: 3 clusters Score -7557756 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 73777 members 
Entering Unmasked Estep 
Score: -7557840.500000 Penalty: 3342.270752
	Iteration 43Q: 3 clusters Score -7557840 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 73878 members 
Entering Unmasked Estep 
Score: -7557907.500000 Penalty: 3342.270752
	Iteration 44Q: 3 clusters Score -7557908 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 73992 members 
Entering Unmasked Estep 
Score: -7557994.000000 Penalty: 3342.270752
	Iteration 45Q: 3 clusters Score -7557994 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 74074 members 
Entering Unmasked Estep 
Score: -7558033.500000 Penalty: 3342.270752
	Iteration 46Q: 3 clusters Score -7558034 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 74140 members 
Entering Unmasked Estep 
Score: -7558054.500000 Penalty: 3342.270752
	Iteration 47Q: 3 clusters Score -7558054 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 74203 members 
Entering Unmasked Estep 
Score: -7558101.000000 Penalty: 3342.270752
	Iteration 48Q: 3 clusters Score -7558101 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 74251 members 
Entering Unmasked Estep 
Score: -7558125.500000 Penalty: 3342.270752
	Iteration 49Q: 3 clusters Score -7558126 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 74289 members 
Entering Unmasked Estep 
Score: -7558154.500000 Penalty: 3342.270752
	Iteration 50Q: 3 clusters Score -7558154 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 74323 members 
Entering Unmasked Estep 
Score: -7558163.000000 Penalty: 3342.270752
	Iteration 51Q: 3 clusters Score -7558163 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 74347 members 
Entering Unmasked Estep 
Score: -7558172.000000 Penalty: 3342.270752
	Iteration 52Q: 3 clusters Score -7558172 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 74370 members 
Entering Unmasked Estep 
Score: -7558181.500000 Penalty: 3342.270752
	Iteration 53Q: 3 clusters Score -7558182 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 74386 members 
Entering Unmasked Estep 
Score: -7558198.000000 Penalty: 3342.270752
	Iteration 54Q: 3 clusters Score -7558198 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 74408 members 
Entering Unmasked Estep 
Score: -7558208.500000 Penalty: 3342.270752
	Iteration 55Q: 3 clusters Score -7558208 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 74423 members 
Entering Unmasked Estep 
Score: -7558213.500000 Penalty: 3342.270752
	Iteration 56Q: 3 clusters Score -7558214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 74430 members 
Entering Unmasked Estep 
Score: -7558216.500000 Penalty: 3342.270752
	Iteration 57Q: 3 clusters Score -7558216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 74432 members 
Entering Unmasked Estep 
Score: -7558214.000000 Penalty: 3342.270752
	Iteration 58Q: 3 clusters Score -7558214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 74438 members 
Entering Unmasked Estep 
Score: -7558227.500000 Penalty: 3342.270752
	Iteration 59Q: 3 clusters Score -7558228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 74447 members 
Entering Unmasked Estep 
Score: -7558231.000000 Penalty: 3342.270752
	Iteration 60F: 3 clusters Score -7558231 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 74455 members 
Entering Unmasked Estep 
Score: -7558238.000000 Penalty: 3342.270752
	Iteration 61Q: 3 clusters Score -7558238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 74464 members 
Entering Unmasked Estep 
Score: -7558243.500000 Penalty: 3342.270752
	Iteration 62Q: 3 clusters Score -7558244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 74476 members 
Entering Unmasked Estep 
Score: -7558243.000000 Penalty: 3342.270752
	Iteration 63Q: 3 clusters Score -7558243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 74479 members 
Entering Unmasked Estep 
Score: -7558250.000000 Penalty: 3342.270752
	Iteration 64Q: 3 clusters Score -7558250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 74485 members 
Entering Unmasked Estep 
Score: -7558241.500000 Penalty: 3342.270752
	Iteration 65Q: 3 clusters Score -7558242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 74491 members 
Entering Unmasked Estep 
Score: -7558245.000000 Penalty: 3342.270752
	Iteration 66Q: 3 clusters Score -7558245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 74496 members 
Entering Unmasked Estep 
Score: -7558249.500000 Penalty: 3342.270752
	Iteration 67Q: 3 clusters Score -7558250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 74501 members 
Entering Unmasked Estep 
Score: -7558247.500000 Penalty: 3342.270752
	Iteration 68Q: 3 clusters Score -7558248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 74505 members 
Entering Unmasked Estep 
Score: -7558241.500000 Penalty: 3342.270752
	Iteration 69Q: 3 clusters Score -7558242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 74509 members 
Entering Unmasked Estep 
Score: -7558249.500000 Penalty: 3342.270752
	Iteration 70Q: 3 clusters Score -7558250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 74513 members 
Entering Unmasked Estep 
Score: -7558252.500000 Penalty: 3342.270752
	Iteration 71Q: 3 clusters Score -7558252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 74516 members 
Entering Unmasked Estep 
Score: -7558243.000000 Penalty: 3342.270752
	Iteration 72Q: 3 clusters Score -7558243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 74517 members 
Entering Unmasked Estep 
Score: -7558242.000000 Penalty: 3342.270752
	Iteration 73Q: 3 clusters Score -7558242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 74517 members 
Entering Unmasked Estep 
Score: -7558242.000000 Penalty: 3342.270752
	Iteration 74F: 3 clusters Score -7558242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (205441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205441 members 
Entering Unmasked Estep 
Score: -20615350.000000 Penalty: 1820.257690
	Iteration 0F: 2 clusters Score -2.061535e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102397 members 
Mstep: Class 2 contains 103044 members 
Entering Unmasked Estep 
Score: -20478926.000000 Penalty: 3640.515381
	Iteration 0F: 3 clusters Score -2.047893e+07 nChanged 98598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98599 members 
Mstep: Class 2 contains 106842 members 
Entering Unmasked Estep 
Score: -20537298.000000 Penalty: 3640.515381
	Iteration 1F: 3 clusters Score -2.05373e+07 nChanged 7209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96132 members 
Mstep: Class 2 contains 109309 members 
Entering Unmasked Estep 
Score: -20539322.000000 Penalty: 3640.515381
	Iteration 2Q: 3 clusters Score -2.053932e+07 nChanged 8139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92427 members 
Mstep: Class 2 contains 113014 members 
Entering Unmasked Estep 
Score: -20542508.000000 Penalty: 3640.515381
	Iteration 3Q: 3 clusters Score -2.054251e+07 nChanged 9817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86984 members 
Mstep: Class 2 contains 118457 members 
Entering Unmasked Estep 
Score: -20547362.000000 Penalty: 3640.515381
	Iteration 4Q: 3 clusters Score -2.054736e+07 nChanged 11607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79463 members 
Mstep: Class 2 contains 125978 members 
Entering Unmasked Estep 
Score: -20554244.000000 Penalty: 3640.515381
	Iteration 5F: 3 clusters Score -2.055424e+07 nChanged 13290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70093 members 
Mstep: Class 2 contains 135348 members 
Entering Unmasked Estep 
Score: -20563924.000000 Penalty: 3640.515381
	Iteration 6F: 3 clusters Score -2.056392e+07 nChanged 13573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60004 members 
Mstep: Class 2 contains 145437 members 
Entering Unmasked Estep 
Score: -20574250.000000 Penalty: 3640.515381
	Iteration 7F: 3 clusters Score -2.057425e+07 nChanged 12437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50417 members 
Mstep: Class 2 contains 155024 members 
Entering Unmasked Estep 
Score: -20583290.000000 Penalty: 3640.515381
	Iteration 8F: 3 clusters Score -2.058329e+07 nChanged 10103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42120 members 
Mstep: Class 2 contains 163321 members 
Entering Unmasked Estep 
Score: -20590006.000000 Penalty: 3640.515381
	Iteration 9Q: 3 clusters Score -2.059001e+07 nChanged 8070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34934 members 
Mstep: Class 2 contains 170507 members 
Entering Unmasked Estep 
Score: -20595060.000000 Penalty: 3640.515381
	Iteration 10Q: 3 clusters Score -2.059506e+07 nChanged 6587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28673 members 
Mstep: Class 2 contains 176768 members 
Entering Unmasked Estep 
Score: -20598824.000000 Penalty: 3640.515381
	Iteration 11Q: 3 clusters Score -2.059882e+07 nChanged 5464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 182146 members 
Entering Unmasked Estep 
Score: -20601910.000000 Penalty: 3640.515381
	Iteration 12Q: 3 clusters Score -2.060191e+07 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 186847 members 
Entering Unmasked Estep 
Score: -20604654.000000 Penalty: 3640.515381
	Iteration 13Q: 3 clusters Score -2.060465e+07 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 190948 members 
Entering Unmasked Estep 
Score: -20606888.000000 Penalty: 3640.515381
	Iteration 14Q: 3 clusters Score -2.060689e+07 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 194396 members 
Entering Unmasked Estep 
Score: -20608732.000000 Penalty: 3640.515381
	Iteration 15Q: 3 clusters Score -2.060873e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 197145 members 
Entering Unmasked Estep 
Score: -20610274.000000 Penalty: 3640.515381
	Iteration 16Q: 3 clusters Score -2.061027e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 199215 members 
Entering Unmasked Estep 
Score: -20611566.000000 Penalty: 3640.515381
	Iteration 17Q: 3 clusters Score -2.061157e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 200647 members 
Entering Unmasked Estep 
Score: -20612388.000000 Penalty: 3640.515381
	Iteration 18Q: 3 clusters Score -2.061239e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 201629 members 
Entering Unmasked Estep 
Score: -20612906.000000 Penalty: 3640.515381
	Iteration 19Q: 3 clusters Score -2.061291e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 202342 members 
Entering Unmasked Estep 
Score: -20613266.000000 Penalty: 3640.515381
	Iteration 20F: 3 clusters Score -2.061327e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 202806 members 
Entering Unmasked Estep 
Score: -20613568.000000 Penalty: 3640.515381
	Iteration 21Q: 3 clusters Score -2.061357e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 203154 members 
Entering Unmasked Estep 
Score: -20613820.000000 Penalty: 3640.515381
	Iteration 22Q: 3 clusters Score -2.061382e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 203395 members 
Entering Unmasked Estep 
Score: -20613918.000000 Penalty: 3640.515381
	Iteration 23Q: 3 clusters Score -2.061392e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 203560 members 
Entering Unmasked Estep 
Score: -20613974.000000 Penalty: 3640.515381
	Iteration 24Q: 3 clusters Score -2.061397e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 203673 members 
Entering Unmasked Estep 
Score: -20614052.000000 Penalty: 3640.515381
	Iteration 25Q: 3 clusters Score -2.061405e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 203752 members 
Entering Unmasked Estep 
Score: -20614088.000000 Penalty: 3640.515381
	Iteration 26Q: 3 clusters Score -2.061409e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 203812 members 
Entering Unmasked Estep 
Score: -20614104.000000 Penalty: 3640.515381
	Iteration 27Q: 3 clusters Score -2.06141e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 203856 members 
Entering Unmasked Estep 
Score: -20614126.000000 Penalty: 3640.515381
	Iteration 28Q: 3 clusters Score -2.061413e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 203899 members 
Entering Unmasked Estep 
Score: -20614140.000000 Penalty: 3640.515381
	Iteration 29Q: 3 clusters Score -2.061414e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 203946 members 
Entering Unmasked Estep 
Score: -20614192.000000 Penalty: 3640.515381
	Iteration 30Q: 3 clusters Score -2.061419e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 203979 members 
Entering Unmasked Estep 
Score: -20614218.000000 Penalty: 3640.515381
	Iteration 31Q: 3 clusters Score -2.061422e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 204009 members 
Entering Unmasked Estep 
Score: -20614244.000000 Penalty: 3640.515381
	Iteration 32Q: 3 clusters Score -2.061424e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 204035 members 
Entering Unmasked Estep 
Score: -20614248.000000 Penalty: 3640.515381
	Iteration 33Q: 3 clusters Score -2.061425e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 204061 members 
Entering Unmasked Estep 
Score: -20614260.000000 Penalty: 3640.515381
	Iteration 34Q: 3 clusters Score -2.061426e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 204090 members 
Entering Unmasked Estep 
Score: -20614256.000000 Penalty: 3640.515381
	Iteration 35Q: 3 clusters Score -2.061426e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 204102 members 
Entering Unmasked Estep 
Score: -20614284.000000 Penalty: 3640.515381
	Iteration 36Q: 3 clusters Score -2.061428e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 204109 members 
Entering Unmasked Estep 
Score: -20614278.000000 Penalty: 3640.515381
	Iteration 37Q: 3 clusters Score -2.061428e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 204110 members 
Entering Unmasked Estep 
Score: -20614296.000000 Penalty: 3640.515381
	Iteration 38Q: 3 clusters Score -2.06143e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 204104 members 
Entering Unmasked Estep 
Score: -20614320.000000 Penalty: 3640.515381
	Iteration 39Q: 3 clusters Score -2.061432e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 204113 members 
Entering Unmasked Estep 
Score: -20614332.000000 Penalty: 3640.515381
	Iteration 40F: 3 clusters Score -2.061433e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 204108 members 
Entering Unmasked Estep 
Score: -20614352.000000 Penalty: 3640.515381
	Iteration 41Q: 3 clusters Score -2.061435e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 204093 members 
Entering Unmasked Estep 
Score: -20614386.000000 Penalty: 3640.515381
	Iteration 42Q: 3 clusters Score -2.061439e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 204075 members 
Entering Unmasked Estep 
Score: -20614380.000000 Penalty: 3640.515381
	Iteration 43Q: 3 clusters Score -2.061438e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 204056 members 
Entering Unmasked Estep 
Score: -20614380.000000 Penalty: 3640.515381
	Iteration 44Q: 3 clusters Score -2.061438e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 204041 members 
Entering Unmasked Estep 
Score: -20614412.000000 Penalty: 3640.515381
	Iteration 45Q: 3 clusters Score -2.061441e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 204031 members 
Entering Unmasked Estep 
Score: -20614444.000000 Penalty: 3640.515381
	Iteration 46Q: 3 clusters Score -2.061444e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 204019 members 
Entering Unmasked Estep 
Score: -20614462.000000 Penalty: 3640.515381
	Iteration 47Q: 3 clusters Score -2.061446e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 204014 members 
Entering Unmasked Estep 
Score: -20614494.000000 Penalty: 3640.515381
	Iteration 48Q: 3 clusters Score -2.061449e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 204013 members 
Entering Unmasked Estep 
Score: -20614518.000000 Penalty: 3640.515381
	Iteration 49Q: 3 clusters Score -2.061452e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 204005 members 
Entering Unmasked Estep 
Score: -20614534.000000 Penalty: 3640.515381
	Iteration 50Q: 3 clusters Score -2.061453e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 203999 members 
Entering Unmasked Estep 
Score: -20614580.000000 Penalty: 3640.515381
	Iteration 51Q: 3 clusters Score -2.061458e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 203987 members 
Entering Unmasked Estep 
Score: -20614618.000000 Penalty: 3640.515381
	Iteration 52Q: 3 clusters Score -2.061462e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 203986 members 
Entering Unmasked Estep 
Score: -20614628.000000 Penalty: 3640.515381
	Iteration 53Q: 3 clusters Score -2.061463e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 203990 members 
Entering Unmasked Estep 
Score: -20614666.000000 Penalty: 3640.515381
	Iteration 54Q: 3 clusters Score -2.061467e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 203982 members 
Entering Unmasked Estep 
Score: -20614674.000000 Penalty: 3640.515381
	Iteration 55Q: 3 clusters Score -2.061467e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 203980 members 
Entering Unmasked Estep 
Score: -20614690.000000 Penalty: 3640.515381
	Iteration 56Q: 3 clusters Score -2.061469e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 203966 members 
Entering Unmasked Estep 
Score: -20614736.000000 Penalty: 3640.515381
	Iteration 57Q: 3 clusters Score -2.061474e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 203967 members 
Entering Unmasked Estep 
Score: -20614752.000000 Penalty: 3640.515381
	Iteration 58Q: 3 clusters Score -2.061475e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 203961 members 
Entering Unmasked Estep 
Score: -20614764.000000 Penalty: 3640.515381
	Iteration 59Q: 3 clusters Score -2.061476e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 203951 members 
Entering Unmasked Estep 
Score: -20614780.000000 Penalty: 3640.515381
	Iteration 60F: 3 clusters Score -2.061478e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 203939 members 
Entering Unmasked Estep 
Score: -20614778.000000 Penalty: 3640.515381
	Iteration 61Q: 3 clusters Score -2.061478e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 203930 members 
Entering Unmasked Estep 
Score: -20614786.000000 Penalty: 3640.515381
	Iteration 62Q: 3 clusters Score -2.061479e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 203918 members 
Entering Unmasked Estep 
Score: -20614790.000000 Penalty: 3640.515381
	Iteration 63Q: 3 clusters Score -2.061479e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 203914 members 
Entering Unmasked Estep 
Score: -20614812.000000 Penalty: 3640.515381
	Iteration 64Q: 3 clusters Score -2.061481e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 203906 members 
Entering Unmasked Estep 
Score: -20614820.000000 Penalty: 3640.515381
	Iteration 65Q: 3 clusters Score -2.061482e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 203895 members 
Entering Unmasked Estep 
Score: -20614844.000000 Penalty: 3640.515381
	Iteration 66Q: 3 clusters Score -2.061484e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 203886 members 
Entering Unmasked Estep 
Score: -20614852.000000 Penalty: 3640.515381
	Iteration 67Q: 3 clusters Score -2.061485e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 203875 members 
Entering Unmasked Estep 
Score: -20614840.000000 Penalty: 3640.515381
	Iteration 68Q: 3 clusters Score -2.061484e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 203858 members 
Entering Unmasked Estep 
Score: -20614854.000000 Penalty: 3640.515381
	Iteration 69Q: 3 clusters Score -2.061485e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 203856 members 
Entering Unmasked Estep 
Score: -20614860.000000 Penalty: 3640.515381
	Iteration 70Q: 3 clusters Score -2.061486e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 203854 members 
Entering Unmasked Estep 
Score: -20614904.000000 Penalty: 3640.515381
	Iteration 71Q: 3 clusters Score -2.06149e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 203845 members 
Entering Unmasked Estep 
Score: -20614914.000000 Penalty: 3640.515381
	Iteration 72Q: 3 clusters Score -2.061491e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 203842 members 
Entering Unmasked Estep 
Score: -20614922.000000 Penalty: 3640.515381
	Iteration 73Q: 3 clusters Score -2.061492e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 203845 members 
Entering Unmasked Estep 
Score: -20614932.000000 Penalty: 3640.515381
	Iteration 74Q: 3 clusters Score -2.061493e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 203834 members 
Entering Unmasked Estep 
Score: -20614936.000000 Penalty: 3640.515381
	Iteration 75Q: 3 clusters Score -2.061494e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 203813 members 
Entering Unmasked Estep 
Score: -20614974.000000 Penalty: 3640.515381
	Iteration 76Q: 3 clusters Score -2.061497e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 203791 members 
Entering Unmasked Estep 
Score: -20615010.000000 Penalty: 3640.515381
	Iteration 77Q: 3 clusters Score -2.061501e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 203757 members 
Entering Unmasked Estep 
Score: -20615008.000000 Penalty: 3640.515381
	Iteration 78Q: 3 clusters Score -2.061501e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 203734 members 
Entering Unmasked Estep 
Score: -20615040.000000 Penalty: 3640.515381
	Iteration 79Q: 3 clusters Score -2.061504e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 203727 members 
Entering Unmasked Estep 
Score: -20615066.000000 Penalty: 3640.515381
	Iteration 80F: 3 clusters Score -2.061507e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 203711 members 
Entering Unmasked Estep 
Score: -20615104.000000 Penalty: 3640.515381
	Iteration 81Q: 3 clusters Score -2.06151e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 203696 members 
Entering Unmasked Estep 
Score: -20615114.000000 Penalty: 3640.515381
	Iteration 82Q: 3 clusters Score -2.061511e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 203693 members 
Entering Unmasked Estep 
Score: -20615130.000000 Penalty: 3640.515381
	Iteration 83Q: 3 clusters Score -2.061513e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 203681 members 
Entering Unmasked Estep 
Score: -20615132.000000 Penalty: 3640.515381
	Iteration 84Q: 3 clusters Score -2.061513e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 203671 members 
Entering Unmasked Estep 
Score: -20615126.000000 Penalty: 3640.515381
	Iteration 85Q: 3 clusters Score -2.061513e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 203653 members 
Entering Unmasked Estep 
Score: -20615128.000000 Penalty: 3640.515381
	Iteration 86Q: 3 clusters Score -2.061513e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 203641 members 
Entering Unmasked Estep 
Score: -20615148.000000 Penalty: 3640.515381
	Iteration 87Q: 3 clusters Score -2.061515e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 203632 members 
Entering Unmasked Estep 
Score: -20615162.000000 Penalty: 3640.515381
	Iteration 88Q: 3 clusters Score -2.061516e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 203618 members 
Entering Unmasked Estep 
Score: -20615170.000000 Penalty: 3640.515381
	Iteration 89Q: 3 clusters Score -2.061517e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 203601 members 
Entering Unmasked Estep 
Score: -20615164.000000 Penalty: 3640.515381
	Iteration 90Q: 3 clusters Score -2.061516e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 203584 members 
Entering Unmasked Estep 
Score: -20615180.000000 Penalty: 3640.515381
	Iteration 91Q: 3 clusters Score -2.061518e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 203571 members 
Entering Unmasked Estep 
Score: -20615176.000000 Penalty: 3640.515381
	Iteration 92Q: 3 clusters Score -2.061518e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 203568 members 
Entering Unmasked Estep 
Score: -20615184.000000 Penalty: 3640.515381
	Iteration 93Q: 3 clusters Score -2.061518e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 203563 members 
Entering Unmasked Estep 
Score: -20615198.000000 Penalty: 3640.515381
	Iteration 94Q: 3 clusters Score -2.06152e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 203548 members 
Entering Unmasked Estep 
Score: -20615210.000000 Penalty: 3640.515381
	Iteration 95Q: 3 clusters Score -2.061521e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 203536 members 
Entering Unmasked Estep 
Score: -20615206.000000 Penalty: 3640.515381
	Iteration 96Q: 3 clusters Score -2.061521e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 203526 members 
Entering Unmasked Estep 
Score: -20615208.000000 Penalty: 3640.515381
	Iteration 97Q: 3 clusters Score -2.061521e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 203516 members 
Entering Unmasked Estep 
Score: -20615220.000000 Penalty: 3640.515381
	Iteration 98Q: 3 clusters Score -2.061522e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 203510 members 
Entering Unmasked Estep 
Score: -20615224.000000 Penalty: 3640.515381
	Iteration 99Q: 3 clusters Score -2.061522e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 203504 members 
Entering Unmasked Estep 
Score: -20615222.000000 Penalty: 3640.515381
	Iteration 100F: 3 clusters Score -2.061522e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 203501 members 
Entering Unmasked Estep 
Score: -20615236.000000 Penalty: 3640.515381
	Iteration 101Q: 3 clusters Score -2.061524e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 203505 members 
Entering Unmasked Estep 
Score: -20615236.000000 Penalty: 3640.515381
	Iteration 102Q: 3 clusters Score -2.061524e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 203501 members 
Entering Unmasked Estep 
Score: -20615256.000000 Penalty: 3640.515381
	Iteration 103Q: 3 clusters Score -2.061526e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 203494 members 
Entering Unmasked Estep 
Score: -20615246.000000 Penalty: 3640.515381
	Iteration 104Q: 3 clusters Score -2.061525e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 203488 members 
Entering Unmasked Estep 
Score: -20615244.000000 Penalty: 3640.515381
	Iteration 105Q: 3 clusters Score -2.061524e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 203482 members 
Entering Unmasked Estep 
Score: -20615260.000000 Penalty: 3640.515381
	Iteration 106Q: 3 clusters Score -2.061526e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 203476 members 
Entering Unmasked Estep 
Score: -20615260.000000 Penalty: 3640.515381
	Iteration 107Q: 3 clusters Score -2.061526e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 203476 members 
Entering Unmasked Estep 
Score: -20615252.000000 Penalty: 3640.515381
	Iteration 108Q: 3 clusters Score -2.061525e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 203475 members 
Entering Unmasked Estep 
Score: -20615258.000000 Penalty: 3640.515381
	Iteration 109Q: 3 clusters Score -2.061526e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 203472 members 
Entering Unmasked Estep 
Score: -20615264.000000 Penalty: 3640.515381
	Iteration 110Q: 3 clusters Score -2.061526e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 203476 members 
Entering Unmasked Estep 
Score: -20615274.000000 Penalty: 3640.515381
	Iteration 111Q: 3 clusters Score -2.061527e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 203476 members 
Entering Unmasked Estep 
Score: -20615288.000000 Penalty: 3640.515381
	Iteration 112Q: 3 clusters Score -2.061529e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 203477 members 
Entering Unmasked Estep 
Score: -20615274.000000 Penalty: 3640.515381
	Iteration 113Q: 3 clusters Score -2.061527e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 203475 members 
Entering Unmasked Estep 
Score: -20615276.000000 Penalty: 3640.515381
	Iteration 114Q: 3 clusters Score -2.061528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 203474 members 
Entering Unmasked Estep 
Score: -20615276.000000 Penalty: 3640.515381
	Iteration 115Q: 3 clusters Score -2.061528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 203477 members 
Entering Unmasked Estep 
Score: -20615286.000000 Penalty: 3640.515381
	Iteration 116Q: 3 clusters Score -2.061529e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 203476 members 
Entering Unmasked Estep 
Score: -20615286.000000 Penalty: 3640.515381
	Iteration 117Q: 3 clusters Score -2.061529e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 203474 members 
Entering Unmasked Estep 
Score: -20615290.000000 Penalty: 3640.515381
	Iteration 118Q: 3 clusters Score -2.061529e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 203477 members 
Entering Unmasked Estep 
Score: -20615302.000000 Penalty: 3640.515381
	Iteration 119Q: 3 clusters Score -2.06153e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 203476 members 
Entering Unmasked Estep 
Score: -20615294.000000 Penalty: 3640.515381
	Iteration 120F: 3 clusters Score -2.061529e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 203474 members 
Entering Unmasked Estep 
Score: -20615290.000000 Penalty: 3640.515381
	Iteration 121Q: 3 clusters Score -2.061529e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 203475 members 
Entering Unmasked Estep 
Score: -20615294.000000 Penalty: 3640.515381
	Iteration 122Q: 3 clusters Score -2.061529e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 203475 members 
Entering Unmasked Estep 
Score: -20615294.000000 Penalty: 3640.515381
	Iteration 123F: 3 clusters Score -2.061529e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (4298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Entering Unmasked Estep 
Score: -397376.968750 Penalty: 1244.846680
	Iteration 0F: 2 clusters Score -397377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -394110.093750 Penalty: 2489.693359
	Iteration 0F: 3 clusters Score -394110.1 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -395106.593750 Penalty: 2489.693359
	Iteration 1F: 3 clusters Score -395106.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -395570.062500 Penalty: 2489.693359
	Iteration 2F: 3 clusters Score -395570.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -396141.718750 Penalty: 2489.693359
	Iteration 3F: 3 clusters Score -396141.7 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -396665.687500 Penalty: 2489.693359
	Iteration 4F: 3 clusters Score -396665.7 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -397125.125000 Penalty: 2489.693359
	Iteration 5F: 3 clusters Score -397125.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -397439.000000 Penalty: 2489.693359
	Iteration 6F: 3 clusters Score -397439 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -397657.687500 Penalty: 2489.693359
	Iteration 7Q: 3 clusters Score -397657.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -397805.281250 Penalty: 2489.693359
	Iteration 8Q: 3 clusters Score -397805.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -397869.031250 Penalty: 2489.693359
	Iteration 9Q: 3 clusters Score -397869 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -397913.031250 Penalty: 2489.693359
	Iteration 10Q: 3 clusters Score -397913 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -397955.031250 Penalty: 2489.693359
	Iteration 11Q: 3 clusters Score -397955 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -397985.625000 Penalty: 2489.693359
	Iteration 12Q: 3 clusters Score -397985.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -398012.843750 Penalty: 2489.693359
	Iteration 13Q: 3 clusters Score -398012.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -398037.812500 Penalty: 2489.693359
	Iteration 14Q: 3 clusters Score -398037.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -398062.906250 Penalty: 2489.693359
	Iteration 15Q: 3 clusters Score -398062.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -398082.250000 Penalty: 2489.693359
	Iteration 16Q: 3 clusters Score -398082.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -398099.812500 Penalty: 2489.693359
	Iteration 17Q: 3 clusters Score -398099.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -398114.500000 Penalty: 2489.693359
	Iteration 18Q: 3 clusters Score -398114.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -398127.812500 Penalty: 2489.693359
	Iteration 19Q: 3 clusters Score -398127.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -398136.187500 Penalty: 2489.693359
	Iteration 20F: 3 clusters Score -398136.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -398146.250000 Penalty: 2489.693359
	Iteration 21Q: 3 clusters Score -398146.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -398151.843750 Penalty: 2489.693359
	Iteration 22Q: 3 clusters Score -398151.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -398153.656250 Penalty: 2489.693359
	Iteration 23Q: 3 clusters Score -398153.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -398155.718750 Penalty: 2489.693359
	Iteration 24Q: 3 clusters Score -398155.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -398155.750000 Penalty: 2489.693359
	Iteration 25Q: 3 clusters Score -398155.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -398155.750000 Penalty: 2489.693359
	Iteration 26F: 3 clusters Score -398155.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 64759 members 
Mstep: Class 2 contains 10346 members 
Mstep: Class 3 contains 17143 members 
Mstep: Class 4 contains 29761 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 11347 members 
Mstep: Class 7 contains 38485 members 
Mstep: Class 8 contains 4503 members 
Mstep: Class 9 contains 11501 members 
Mstep: Class 10 contains 51166 members 
Mstep: Class 11 contains 41625 members 
Mstep: Class 12 contains 33019 members 
Mstep: Class 13 contains 13468 members 
Mstep: Class 14 contains 1409 members 
Mstep: Class 15 contains 13286 members 
Mstep: Class 16 contains 6450 members 
Mstep: Class 17 contains 2671 members 
Mstep: Class 18 contains 1385 members 
Mstep: Class 19 contains 19101 members 
Mstep: Class 20 contains 8235 members 
Mstep: Class 21 contains 1816 members 
Mstep: Class 22 contains 7970 members 
Mstep: Class 23 contains 4542 members 
Mstep: Class 24 contains 3377 members 
Mstep: Class 25 contains 15368 members 
Mstep: Class 26 contains 15991 members 
Mstep: Class 27 contains 5976 members 
Mstep: Class 28 contains 21100 members 
Mstep: Class 29 contains 9421 members 
Mstep: Class 30 contains 26576 members 
Mstep: Class 31 contains 14304 members 
Mstep: Class 32 contains 12787 members 
Mstep: Class 33 contains 4008 members 
Mstep: Class 34 contains 75414 members 
Mstep: Class 35 contains 205441 members 
Mstep: Class 36 contains 2805 members 
Mstep: Class 37 contains 10992 members 
Mstep: Class 38 contains 22562 members 
Mstep: Class 39 contains 1057 members 
Mstep: Class 40 contains 897 members 
Mstep: Class 41 contains 23849 members 
Mstep: Class 42 contains 1835 members 
Mstep: Class 43 contains 17828 members 
Mstep: Class 44 contains 335 members 
Mstep: Class 45 contains 5542 members 
Mstep: Class 46 contains 1493 members 
Entering Unmasked Estep 
Score: -88095216.000000 Penalty: 93841.789062
Splitting cluster 36 changes total score from -88030144.000000 to -88095216.000000
So it's getting split into cluster 46.
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 64759 members 
Mstep: Class 2 contains 10346 members 
Mstep: Class 3 contains 17143 members 
Mstep: Class 4 contains 29761 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 11347 members 
Mstep: Class 7 contains 38485 members 
Mstep: Class 8 contains 4503 members 
Mstep: Class 9 contains 11501 members 
Mstep: Class 10 contains 51166 members 
Mstep: Class 11 contains 41625 members 
Mstep: Class 12 contains 33019 members 
Mstep: Class 13 contains 13468 members 
Mstep: Class 14 contains 1409 members 
Mstep: Class 15 contains 13286 members 
Mstep: Class 16 contains 6450 members 
Mstep: Class 17 contains 2671 members 
Mstep: Class 18 contains 1385 members 
Mstep: Class 19 contains 19101 members 
Mstep: Class 20 contains 8235 members 
Mstep: Class 21 contains 1816 members 
Mstep: Class 22 contains 7970 members 
Mstep: Class 23 contains 4542 members 
Mstep: Class 24 contains 3377 members 
Mstep: Class 25 contains 15368 members 
Mstep: Class 26 contains 15991 members 
Mstep: Class 27 contains 5976 members 
Mstep: Class 28 contains 21100 members 
Mstep: Class 29 contains 9421 members 
Mstep: Class 30 contains 26576 members 
Mstep: Class 31 contains 14304 members 
Mstep: Class 32 contains 12787 members 
Mstep: Class 33 contains 4008 members 
Mstep: Class 34 contains 75414 members 
Mstep: Class 35 contains 205441 members 
Mstep: Class 36 contains 2805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88103096.000000 Penalty: 93841.789062
Iteration 79Q: 47 clusters Score -8.81031e+07 nChanged 9070
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 64824 members 
Mstep: Class 2 contains 10362 members 
Mstep: Class 3 contains 17220 members 
Mstep: Class 4 contains 30009 members 
Mstep: Class 5 contains 6842 members 
Mstep: Class 6 contains 11521 members 
Mstep: Class 7 contains 38545 members 
Mstep: Class 8 contains 4782 members 
Mstep: Class 9 contains 11548 members 
Mstep: Class 10 contains 51146 members 
Mstep: Class 11 contains 41611 members 
Mstep: Class 12 contains 32680 members 
Mstep: Class 13 contains 13435 members 
Mstep: Class 14 contains 1411 members 
Mstep: Class 15 contains 13248 members 
Mstep: Class 16 contains 6486 members 
Mstep: Class 17 contains 2670 members 
Mstep: Class 18 contains 1508 members 
Mstep: Class 19 contains 20295 members 
Mstep: Class 20 contains 8321 members 
Mstep: Class 21 contains 1986 members 
Mstep: Class 22 contains 7945 members 
Mstep: Class 23 contains 4570 members 
Mstep: Class 24 contains 3452 members 
Mstep: Class 25 contains 15462 members 
Mstep: Class 26 contains 16169 members 
Mstep: Class 27 contains 6161 members 
Mstep: Class 28 contains 21104 members 
Mstep: Class 29 contains 9418 members 
Mstep: Class 30 contains 26093 members 
Mstep: Class 31 contains 14309 members 
Mstep: Class 32 contains 12594 members 
Mstep: Class 33 contains 4096 members 
Mstep: Class 34 contains 74883 members 
Mstep: Class 35 contains 205725 members 
Mstep: Class 36 contains 2927 members 
Mstep: Class 37 contains 10833 members 
Mstep: Class 38 contains 21976 members 
Mstep: Class 39 contains 969 members 
Mstep: Class 40 contains 885 members 
Mstep: Class 41 contains 23245 members 
Mstep: Class 42 contains 1774 members 
Mstep: Class 43 contains 17616 members 
Mstep: Class 44 contains 321 members 
Mstep: Class 45 contains 5346 members 
Mstep: Class 46 contains 1432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88108896.000000 Penalty: 93841.789062
Iteration 80F: 47 clusters Score -8.81089e+07 nChanged 8735
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 64724 members 
Mstep: Class 2 contains 10358 members 
Mstep: Class 3 contains 17058 members 
Mstep: Class 4 contains 29563 members 
Mstep: Class 5 contains 6882 members 
Mstep: Class 6 contains 11530 members 
Mstep: Class 7 contains 38450 members 
Mstep: Class 8 contains 4879 members 
Mstep: Class 9 contains 11540 members 
Mstep: Class 10 contains 51137 members 
Mstep: Class 11 contains 41406 members 
Mstep: Class 12 contains 32372 members 
Mstep: Class 13 contains 13360 members 
Mstep: Class 14 contains 1411 members 
Mstep: Class 15 contains 13102 members 
Mstep: Class 16 contains 6470 members 
Mstep: Class 17 contains 2672 members 
Mstep: Class 18 contains 1551 members 
Mstep: Class 19 contains 21229 members 
Mstep: Class 20 contains 8421 members 
Mstep: Class 21 contains 2061 members 
Mstep: Class 22 contains 7940 members 
Mstep: Class 23 contains 4533 members 
Mstep: Class 24 contains 3483 members 
Mstep: Class 25 contains 15449 members 
Mstep: Class 26 contains 16216 members 
Mstep: Class 27 contains 6234 members 
Mstep: Class 28 contains 21070 members 
Mstep: Class 29 contains 9410 members 
Mstep: Class 30 contains 25706 members 
Mstep: Class 31 contains 14288 members 
Mstep: Class 32 contains 12084 members 
Mstep: Class 33 contains 4109 members 
Mstep: Class 34 contains 73198 members 
Mstep: Class 35 contains 205404 members 
Mstep: Class 36 contains 2889 members 
Mstep: Class 37 contains 10955 members 
Mstep: Class 38 contains 22650 members 
Mstep: Class 39 contains 1105 members 
Mstep: Class 40 contains 898 members 
Mstep: Class 41 contains 25048 members 
Mstep: Class 42 contains 1828 members 
Mstep: Class 43 contains 17726 members 
Mstep: Class 44 contains 403 members 
Mstep: Class 45 contains 5539 members 
Mstep: Class 46 contains 1418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88111800.000000 Penalty: 93841.789062
Iteration 81Q: 47 clusters Score -8.81118e+07 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 64684 members 
Mstep: Class 2 contains 10351 members 
Mstep: Class 3 contains 16959 members 
Mstep: Class 4 contains 29222 members 
Mstep: Class 5 contains 6921 members 
Mstep: Class 6 contains 11544 members 
Mstep: Class 7 contains 38387 members 
Mstep: Class 8 contains 4927 members 
Mstep: Class 9 contains 11541 members 
Mstep: Class 10 contains 51107 members 
Mstep: Class 11 contains 41258 members 
Mstep: Class 12 contains 32125 members 
Mstep: Class 13 contains 13313 members 
Mstep: Class 14 contains 1414 members 
Mstep: Class 15 contains 13007 members 
Mstep: Class 16 contains 6469 members 
Mstep: Class 17 contains 2687 members 
Mstep: Class 18 contains 1606 members 
Mstep: Class 19 contains 22047 members 
Mstep: Class 20 contains 8524 members 
Mstep: Class 21 contains 2129 members 
Mstep: Class 22 contains 7942 members 
Mstep: Class 23 contains 4490 members 
Mstep: Class 24 contains 3516 members 
Mstep: Class 25 contains 15440 members 
Mstep: Class 26 contains 16228 members 
Mstep: Class 27 contains 6303 members 
Mstep: Class 28 contains 21033 members 
Mstep: Class 29 contains 9403 members 
Mstep: Class 30 contains 25400 members 
Mstep: Class 31 contains 14275 members 
Mstep: Class 32 contains 11799 members 
Mstep: Class 33 contains 4129 members 
Mstep: Class 34 contains 71773 members 
Mstep: Class 35 contains 205232 members 
Mstep: Class 36 contains 2876 members 
Mstep: Class 37 contains 11010 members 
Mstep: Class 38 contains 23107 members 
Mstep: Class 39 contains 1217 members 
Mstep: Class 40 contains 896 members 
Mstep: Class 41 contains 26369 members 
Mstep: Class 42 contains 1844 members 
Mstep: Class 43 contains 17772 members 
Mstep: Class 44 contains 413 members 
Mstep: Class 45 contains 5649 members 
Mstep: Class 46 contains 1421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88113192.000000 Penalty: 93841.789062
Iteration 82Q: 47 clusters Score -8.811319e+07 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 64699 members 
Mstep: Class 2 contains 10352 members 
Mstep: Class 3 contains 16896 members 
Mstep: Class 4 contains 28939 members 
Mstep: Class 5 contains 6967 members 
Mstep: Class 6 contains 11552 members 
Mstep: Class 7 contains 38323 members 
Mstep: Class 8 contains 4959 members 
Mstep: Class 9 contains 11543 members 
Mstep: Class 10 contains 51084 members 
Mstep: Class 11 contains 41162 members 
Mstep: Class 12 contains 31945 members 
Mstep: Class 13 contains 13296 members 
Mstep: Class 14 contains 1420 members 
Mstep: Class 15 contains 12919 members 
Mstep: Class 16 contains 6472 members 
Mstep: Class 17 contains 2700 members 
Mstep: Class 18 contains 1655 members 
Mstep: Class 19 contains 22774 members 
Mstep: Class 20 contains 8603 members 
Mstep: Class 21 contains 2190 members 
Mstep: Class 22 contains 7953 members 
Mstep: Class 23 contains 4467 members 
Mstep: Class 24 contains 3555 members 
Mstep: Class 25 contains 15445 members 
Mstep: Class 26 contains 16231 members 
Mstep: Class 27 contains 6377 members 
Mstep: Class 28 contains 20986 members 
Mstep: Class 29 contains 9407 members 
Mstep: Class 30 contains 25138 members 
Mstep: Class 31 contains 14280 members 
Mstep: Class 32 contains 11603 members 
Mstep: Class 33 contains 4142 members 
Mstep: Class 34 contains 70499 members 
Mstep: Class 35 contains 205093 members 
Mstep: Class 36 contains 2857 members 
Mstep: Class 37 contains 11033 members 
Mstep: Class 38 contains 23421 members 
Mstep: Class 39 contains 1314 members 
Mstep: Class 40 contains 885 members 
Mstep: Class 41 contains 27449 members 
Mstep: Class 42 contains 1863 members 
Mstep: Class 43 contains 17772 members 
Mstep: Class 44 contains 409 members 
Mstep: Class 45 contains 5719 members 
Mstep: Class 46 contains 1411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88113816.000000 Penalty: 93841.789062
Iteration 83Q: 47 clusters Score -8.811382e+07 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 64701 members 
Mstep: Class 2 contains 10353 members 
Mstep: Class 3 contains 16848 members 
Mstep: Class 4 contains 28675 members 
Mstep: Class 5 contains 7025 members 
Mstep: Class 6 contains 11551 members 
Mstep: Class 7 contains 38285 members 
Mstep: Class 8 contains 4972 members 
Mstep: Class 9 contains 11547 members 
Mstep: Class 10 contains 51056 members 
Mstep: Class 11 contains 41086 members 
Mstep: Class 12 contains 31809 members 
Mstep: Class 13 contains 13292 members 
Mstep: Class 14 contains 1420 members 
Mstep: Class 15 contains 12857 members 
Mstep: Class 16 contains 6475 members 
Mstep: Class 17 contains 2708 members 
Mstep: Class 18 contains 1711 members 
Mstep: Class 19 contains 23438 members 
Mstep: Class 20 contains 8709 members 
Mstep: Class 21 contains 2228 members 
Mstep: Class 22 contains 7959 members 
Mstep: Class 23 contains 4451 members 
Mstep: Class 24 contains 3587 members 
Mstep: Class 25 contains 15445 members 
Mstep: Class 26 contains 16228 members 
Mstep: Class 27 contains 6427 members 
Mstep: Class 28 contains 20945 members 
Mstep: Class 29 contains 9411 members 
Mstep: Class 30 contains 24902 members 
Mstep: Class 31 contains 14297 members 
Mstep: Class 32 contains 11480 members 
Mstep: Class 33 contains 4136 members 
Mstep: Class 34 contains 69268 members 
Mstep: Class 35 contains 204995 members 
Mstep: Class 36 contains 2847 members 
Mstep: Class 37 contains 11046 members 
Mstep: Class 38 contains 23681 members 
Mstep: Class 39 contains 1398 members 
Mstep: Class 40 contains 884 members 
Mstep: Class 41 contains 28388 members 
Mstep: Class 42 contains 1870 members 
Mstep: Class 43 contains 17766 members 
Mstep: Class 44 contains 406 members 
Mstep: Class 45 contains 5780 members 
Mstep: Class 46 contains 1416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88114592.000000 Penalty: 93841.789062
Iteration 84Q: 47 clusters Score -8.811459e+07 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 64713 members 
Mstep: Class 2 contains 10357 members 
Mstep: Class 3 contains 16785 members 
Mstep: Class 4 contains 28455 members 
Mstep: Class 5 contains 7080 members 
Mstep: Class 6 contains 11554 members 
Mstep: Class 7 contains 38257 members 
Mstep: Class 8 contains 4983 members 
Mstep: Class 9 contains 11550 members 
Mstep: Class 10 contains 51054 members 
Mstep: Class 11 contains 41037 members 
Mstep: Class 12 contains 31709 members 
Mstep: Class 13 contains 13291 members 
Mstep: Class 14 contains 1420 members 
Mstep: Class 15 contains 12816 members 
Mstep: Class 16 contains 6474 members 
Mstep: Class 17 contains 2715 members 
Mstep: Class 18 contains 1748 members 
Mstep: Class 19 contains 24052 members 
Mstep: Class 20 contains 8834 members 
Mstep: Class 21 contains 2261 members 
Mstep: Class 22 contains 7950 members 
Mstep: Class 23 contains 4431 members 
Mstep: Class 24 contains 3608 members 
Mstep: Class 25 contains 15445 members 
Mstep: Class 26 contains 16228 members 
Mstep: Class 27 contains 6476 members 
Mstep: Class 28 contains 20930 members 
Mstep: Class 29 contains 9420 members 
Mstep: Class 30 contains 24686 members 
Mstep: Class 31 contains 14310 members 
Mstep: Class 32 contains 11375 members 
Mstep: Class 33 contains 4131 members 
Mstep: Class 34 contains 68143 members 
Mstep: Class 35 contains 204946 members 
Mstep: Class 36 contains 2840 members 
Mstep: Class 37 contains 11052 members 
Mstep: Class 38 contains 23888 members 
Mstep: Class 39 contains 1473 members 
Mstep: Class 40 contains 879 members 
Mstep: Class 41 contains 29141 members 
Mstep: Class 42 contains 1882 members 
Mstep: Class 43 contains 17757 members 
Mstep: Class 44 contains 402 members 
Mstep: Class 45 contains 5804 members 
Mstep: Class 46 contains 1417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88115360.000000 Penalty: 93841.789062
Iteration 85Q: 47 clusters Score -8.811536e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 64746 members 
Mstep: Class 2 contains 10361 members 
Mstep: Class 3 contains 16721 members 
Mstep: Class 4 contains 28274 members 
Mstep: Class 5 contains 7130 members 
Mstep: Class 6 contains 11559 members 
Mstep: Class 7 contains 38234 members 
Mstep: Class 8 contains 4989 members 
Mstep: Class 9 contains 11554 members 
Mstep: Class 10 contains 51039 members 
Mstep: Class 11 contains 40973 members 
Mstep: Class 12 contains 31640 members 
Mstep: Class 13 contains 13292 members 
Mstep: Class 14 contains 1421 members 
Mstep: Class 15 contains 12780 members 
Mstep: Class 16 contains 6475 members 
Mstep: Class 17 contains 2724 members 
Mstep: Class 18 contains 1779 members 
Mstep: Class 19 contains 24623 members 
Mstep: Class 20 contains 8958 members 
Mstep: Class 21 contains 2288 members 
Mstep: Class 22 contains 7938 members 
Mstep: Class 23 contains 4414 members 
Mstep: Class 24 contains 3630 members 
Mstep: Class 25 contains 15443 members 
Mstep: Class 26 contains 16223 members 
Mstep: Class 27 contains 6496 members 
Mstep: Class 28 contains 20919 members 
Mstep: Class 29 contains 9419 members 
Mstep: Class 30 contains 24491 members 
Mstep: Class 31 contains 14325 members 
Mstep: Class 32 contains 11293 members 
Mstep: Class 33 contains 4130 members 
Mstep: Class 34 contains 67132 members 
Mstep: Class 35 contains 204910 members 
Mstep: Class 36 contains 2840 members 
Mstep: Class 37 contains 11054 members 
Mstep: Class 38 contains 24048 members 
Mstep: Class 39 contains 1529 members 
Mstep: Class 40 contains 876 members 
Mstep: Class 41 contains 29801 members 
Mstep: Class 42 contains 1890 members 
Mstep: Class 43 contains 17753 members 
Mstep: Class 44 contains 401 members 
Mstep: Class 45 contains 5829 members 
Mstep: Class 46 contains 1415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88115656.000000 Penalty: 93841.789062
Iteration 86Q: 47 clusters Score -8.811566e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 64777 members 
Mstep: Class 2 contains 10360 members 
Mstep: Class 3 contains 16673 members 
Mstep: Class 4 contains 28131 members 
Mstep: Class 5 contains 7190 members 
Mstep: Class 6 contains 11562 members 
Mstep: Class 7 contains 38206 members 
Mstep: Class 8 contains 4994 members 
Mstep: Class 9 contains 11556 members 
Mstep: Class 10 contains 51022 members 
Mstep: Class 11 contains 40912 members 
Mstep: Class 12 contains 31550 members 
Mstep: Class 13 contains 13284 members 
Mstep: Class 14 contains 1423 members 
Mstep: Class 15 contains 12739 members 
Mstep: Class 16 contains 6474 members 
Mstep: Class 17 contains 2731 members 
Mstep: Class 18 contains 1810 members 
Mstep: Class 19 contains 25177 members 
Mstep: Class 20 contains 9043 members 
Mstep: Class 21 contains 2318 members 
Mstep: Class 22 contains 7929 members 
Mstep: Class 23 contains 4400 members 
Mstep: Class 24 contains 3654 members 
Mstep: Class 25 contains 15441 members 
Mstep: Class 26 contains 16216 members 
Mstep: Class 27 contains 6511 members 
Mstep: Class 28 contains 20906 members 
Mstep: Class 29 contains 9422 members 
Mstep: Class 30 contains 24334 members 
Mstep: Class 31 contains 14344 members 
Mstep: Class 32 contains 11234 members 
Mstep: Class 33 contains 4130 members 
Mstep: Class 34 contains 66209 members 
Mstep: Class 35 contains 204892 members 
Mstep: Class 36 contains 2840 members 
Mstep: Class 37 contains 11057 members 
Mstep: Class 38 contains 24182 members 
Mstep: Class 39 contains 1588 members 
Mstep: Class 40 contains 876 members 
Mstep: Class 41 contains 30346 members 
Mstep: Class 42 contains 1897 members 
Mstep: Class 43 contains 17747 members 
Mstep: Class 44 contains 400 members 
Mstep: Class 45 contains 5859 members 
Mstep: Class 46 contains 1413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88115704.000000 Penalty: 93841.789062
Iteration 87Q: 47 clusters Score -8.81157e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 64815 members 
Mstep: Class 2 contains 10358 members 
Mstep: Class 3 contains 16604 members 
Mstep: Class 4 contains 28030 members 
Mstep: Class 5 contains 7245 members 
Mstep: Class 6 contains 11563 members 
Mstep: Class 7 contains 38190 members 
Mstep: Class 8 contains 4999 members 
Mstep: Class 9 contains 11557 members 
Mstep: Class 10 contains 51016 members 
Mstep: Class 11 contains 40859 members 
Mstep: Class 12 contains 31472 members 
Mstep: Class 13 contains 13276 members 
Mstep: Class 14 contains 1426 members 
Mstep: Class 15 contains 12707 members 
Mstep: Class 16 contains 6474 members 
Mstep: Class 17 contains 2734 members 
Mstep: Class 18 contains 1837 members 
Mstep: Class 19 contains 25681 members 
Mstep: Class 20 contains 9116 members 
Mstep: Class 21 contains 2338 members 
Mstep: Class 22 contains 7938 members 
Mstep: Class 23 contains 4384 members 
Mstep: Class 24 contains 3666 members 
Mstep: Class 25 contains 15435 members 
Mstep: Class 26 contains 16211 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 20900 members 
Mstep: Class 29 contains 9422 members 
Mstep: Class 30 contains 24189 members 
Mstep: Class 31 contains 14353 members 
Mstep: Class 32 contains 11183 members 
Mstep: Class 33 contains 4125 members 
Mstep: Class 34 contains 65376 members 
Mstep: Class 35 contains 204897 members 
Mstep: Class 36 contains 2836 members 
Mstep: Class 37 contains 11059 members 
Mstep: Class 38 contains 24270 members 
Mstep: Class 39 contains 1631 members 
Mstep: Class 40 contains 878 members 
Mstep: Class 41 contains 30819 members 
Mstep: Class 42 contains 1904 members 
Mstep: Class 43 contains 17746 members 
Mstep: Class 44 contains 396 members 
Mstep: Class 45 contains 5895 members 
Mstep: Class 46 contains 1410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88116264.000000 Penalty: 93841.789062
Iteration 88Q: 47 clusters Score -8.811626e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 64855 members 
Mstep: Class 2 contains 10358 members 
Mstep: Class 3 contains 16574 members 
Mstep: Class 4 contains 27931 members 
Mstep: Class 5 contains 7294 members 
Mstep: Class 6 contains 11562 members 
Mstep: Class 7 contains 38191 members 
Mstep: Class 8 contains 5003 members 
Mstep: Class 9 contains 11557 members 
Mstep: Class 10 contains 51018 members 
Mstep: Class 11 contains 40812 members 
Mstep: Class 12 contains 31384 members 
Mstep: Class 13 contains 13258 members 
Mstep: Class 14 contains 1432 members 
Mstep: Class 15 contains 12678 members 
Mstep: Class 16 contains 6475 members 
Mstep: Class 17 contains 2740 members 
Mstep: Class 18 contains 1848 members 
Mstep: Class 19 contains 26103 members 
Mstep: Class 20 contains 9178 members 
Mstep: Class 21 contains 2366 members 
Mstep: Class 22 contains 7940 members 
Mstep: Class 23 contains 4375 members 
Mstep: Class 24 contains 3682 members 
Mstep: Class 25 contains 15430 members 
Mstep: Class 26 contains 16202 members 
Mstep: Class 27 contains 6554 members 
Mstep: Class 28 contains 20900 members 
Mstep: Class 29 contains 9417 members 
Mstep: Class 30 contains 24065 members 
Mstep: Class 31 contains 14362 members 
Mstep: Class 32 contains 11149 members 
Mstep: Class 33 contains 4131 members 
Mstep: Class 34 contains 64626 members 
Mstep: Class 35 contains 204923 members 
Mstep: Class 36 contains 2827 members 
Mstep: Class 37 contains 11066 members 
Mstep: Class 38 contains 24350 members 
Mstep: Class 39 contains 1664 members 
Mstep: Class 40 contains 885 members 
Mstep: Class 41 contains 31221 members 
Mstep: Class 42 contains 1910 members 
Mstep: Class 43 contains 17745 members 
Mstep: Class 44 contains 390 members 
Mstep: Class 45 contains 5917 members 
Mstep: Class 46 contains 1411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88116320.000000 Penalty: 93841.789062
Iteration 89Q: 47 clusters Score -8.811632e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 64884 members 
Mstep: Class 2 contains 10359 members 
Mstep: Class 3 contains 16545 members 
Mstep: Class 4 contains 27835 members 
Mstep: Class 5 contains 7334 members 
Mstep: Class 6 contains 11569 members 
Mstep: Class 7 contains 38189 members 
Mstep: Class 8 contains 5007 members 
Mstep: Class 9 contains 11561 members 
Mstep: Class 10 contains 51020 members 
Mstep: Class 11 contains 40758 members 
Mstep: Class 12 contains 31326 members 
Mstep: Class 13 contains 13251 members 
Mstep: Class 14 contains 1438 members 
Mstep: Class 15 contains 12649 members 
Mstep: Class 16 contains 6475 members 
Mstep: Class 17 contains 2741 members 
Mstep: Class 18 contains 1854 members 
Mstep: Class 19 contains 26470 members 
Mstep: Class 20 contains 9225 members 
Mstep: Class 21 contains 2384 members 
Mstep: Class 22 contains 7939 members 
Mstep: Class 23 contains 4368 members 
Mstep: Class 24 contains 3697 members 
Mstep: Class 25 contains 15433 members 
Mstep: Class 26 contains 16199 members 
Mstep: Class 27 contains 6579 members 
Mstep: Class 28 contains 20899 members 
Mstep: Class 29 contains 9413 members 
Mstep: Class 30 contains 23964 members 
Mstep: Class 31 contains 14366 members 
Mstep: Class 32 contains 11105 members 
Mstep: Class 33 contains 4139 members 
Mstep: Class 34 contains 63982 members 
Mstep: Class 35 contains 204949 members 
Mstep: Class 36 contains 2822 members 
Mstep: Class 37 contains 11071 members 
Mstep: Class 38 contains 24414 members 
Mstep: Class 39 contains 1696 members 
Mstep: Class 40 contains 893 members 
Mstep: Class 41 contains 31566 members 
Mstep: Class 42 contains 1919 members 
Mstep: Class 43 contains 17743 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 5932 members 
Mstep: Class 46 contains 1413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88116616.000000 Penalty: 93841.789062
Iteration 90Q: 47 clusters Score -8.811662e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 64907 members 
Mstep: Class 2 contains 10358 members 
Mstep: Class 3 contains 16518 members 
Mstep: Class 4 contains 27760 members 
Mstep: Class 5 contains 7371 members 
Mstep: Class 6 contains 11570 members 
Mstep: Class 7 contains 38184 members 
Mstep: Class 8 contains 5010 members 
Mstep: Class 9 contains 11562 members 
Mstep: Class 10 contains 51031 members 
Mstep: Class 11 contains 40711 members 
Mstep: Class 12 contains 31255 members 
Mstep: Class 13 contains 13255 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 12611 members 
Mstep: Class 16 contains 6478 members 
Mstep: Class 17 contains 2743 members 
Mstep: Class 18 contains 1864 members 
Mstep: Class 19 contains 26783 members 
Mstep: Class 20 contains 9281 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 7946 members 
Mstep: Class 23 contains 4366 members 
Mstep: Class 24 contains 3715 members 
Mstep: Class 25 contains 15436 members 
Mstep: Class 26 contains 16197 members 
Mstep: Class 27 contains 6598 members 
Mstep: Class 28 contains 20903 members 
Mstep: Class 29 contains 9411 members 
Mstep: Class 30 contains 23887 members 
Mstep: Class 31 contains 14374 members 
Mstep: Class 32 contains 11072 members 
Mstep: Class 33 contains 4138 members 
Mstep: Class 34 contains 63404 members 
Mstep: Class 35 contains 204935 members 
Mstep: Class 36 contains 2825 members 
Mstep: Class 37 contains 11078 members 
Mstep: Class 38 contains 24471 members 
Mstep: Class 39 contains 1716 members 
Mstep: Class 40 contains 896 members 
Mstep: Class 41 contains 31889 members 
Mstep: Class 42 contains 1920 members 
Mstep: Class 43 contains 17740 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 5947 members 
Mstep: Class 46 contains 1411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88116784.000000 Penalty: 93841.789062
Iteration 91Q: 47 clusters Score -8.811678e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 64940 members 
Mstep: Class 2 contains 10358 members 
Mstep: Class 3 contains 16506 members 
Mstep: Class 4 contains 27691 members 
Mstep: Class 5 contains 7409 members 
Mstep: Class 6 contains 11572 members 
Mstep: Class 7 contains 38175 members 
Mstep: Class 8 contains 5013 members 
Mstep: Class 9 contains 11561 members 
Mstep: Class 10 contains 51030 members 
Mstep: Class 11 contains 40673 members 
Mstep: Class 12 contains 31206 members 
Mstep: Class 13 contains 13251 members 
Mstep: Class 14 contains 1446 members 
Mstep: Class 15 contains 12581 members 
Mstep: Class 16 contains 6480 members 
Mstep: Class 17 contains 2747 members 
Mstep: Class 18 contains 1885 members 
Mstep: Class 19 contains 27089 members 
Mstep: Class 20 contains 9334 members 
Mstep: Class 21 contains 2433 members 
Mstep: Class 22 contains 7948 members 
Mstep: Class 23 contains 4366 members 
Mstep: Class 24 contains 3728 members 
Mstep: Class 25 contains 15439 members 
Mstep: Class 26 contains 16194 members 
Mstep: Class 27 contains 6609 members 
Mstep: Class 28 contains 20899 members 
Mstep: Class 29 contains 9417 members 
Mstep: Class 30 contains 23829 members 
Mstep: Class 31 contains 14381 members 
Mstep: Class 32 contains 11040 members 
Mstep: Class 33 contains 4134 members 
Mstep: Class 34 contains 62854 members 
Mstep: Class 35 contains 204906 members 
Mstep: Class 36 contains 2821 members 
Mstep: Class 37 contains 11081 members 
Mstep: Class 38 contains 24512 members 
Mstep: Class 39 contains 1736 members 
Mstep: Class 40 contains 898 members 
Mstep: Class 41 contains 32169 members 
Mstep: Class 42 contains 1920 members 
Mstep: Class 43 contains 17739 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 5966 members 
Mstep: Class 46 contains 1415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88117056.000000 Penalty: 93841.789062
Iteration 92Q: 47 clusters Score -8.811706e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 64966 members 
Mstep: Class 2 contains 10358 members 
Mstep: Class 3 contains 16473 members 
Mstep: Class 4 contains 27626 members 
Mstep: Class 5 contains 7437 members 
Mstep: Class 6 contains 11574 members 
Mstep: Class 7 contains 38159 members 
Mstep: Class 8 contains 5017 members 
Mstep: Class 9 contains 11561 members 
Mstep: Class 10 contains 51034 members 
Mstep: Class 11 contains 40641 members 
Mstep: Class 12 contains 31161 members 
Mstep: Class 13 contains 13259 members 
Mstep: Class 14 contains 1449 members 
Mstep: Class 15 contains 12552 members 
Mstep: Class 16 contains 6480 members 
Mstep: Class 17 contains 2749 members 
Mstep: Class 18 contains 1894 members 
Mstep: Class 19 contains 27382 members 
Mstep: Class 20 contains 9388 members 
Mstep: Class 21 contains 2454 members 
Mstep: Class 22 contains 7943 members 
Mstep: Class 23 contains 4362 members 
Mstep: Class 24 contains 3741 members 
Mstep: Class 25 contains 15441 members 
Mstep: Class 26 contains 16196 members 
Mstep: Class 27 contains 6627 members 
Mstep: Class 28 contains 20890 members 
Mstep: Class 29 contains 9424 members 
Mstep: Class 30 contains 23777 members 
Mstep: Class 31 contains 14393 members 
Mstep: Class 32 contains 11013 members 
Mstep: Class 33 contains 4128 members 
Mstep: Class 34 contains 62398 members 
Mstep: Class 35 contains 204847 members 
Mstep: Class 36 contains 2815 members 
Mstep: Class 37 contains 11083 members 
Mstep: Class 38 contains 24547 members 
Mstep: Class 39 contains 1758 members 
Mstep: Class 40 contains 900 members 
Mstep: Class 41 contains 32426 members 
Mstep: Class 42 contains 1920 members 
Mstep: Class 43 contains 17735 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 5985 members 
Mstep: Class 46 contains 1418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88116888.000000 Penalty: 93841.789062
Iteration 93Q: 47 clusters Score -8.811689e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 64992 members 
Mstep: Class 2 contains 10357 members 
Mstep: Class 3 contains 16452 members 
Mstep: Class 4 contains 27587 members 
Mstep: Class 5 contains 7459 members 
Mstep: Class 6 contains 11577 members 
Mstep: Class 7 contains 38154 members 
Mstep: Class 8 contains 5018 members 
Mstep: Class 9 contains 11560 members 
Mstep: Class 10 contains 51041 members 
Mstep: Class 11 contains 40595 members 
Mstep: Class 12 contains 31143 members 
Mstep: Class 13 contains 13264 members 
Mstep: Class 14 contains 1455 members 
Mstep: Class 15 contains 12532 members 
Mstep: Class 16 contains 6479 members 
Mstep: Class 17 contains 2750 members 
Mstep: Class 18 contains 1906 members 
Mstep: Class 19 contains 27648 members 
Mstep: Class 20 contains 9443 members 
Mstep: Class 21 contains 2460 members 
Mstep: Class 22 contains 7949 members 
Mstep: Class 23 contains 4355 members 
Mstep: Class 24 contains 3755 members 
Mstep: Class 25 contains 15438 members 
Mstep: Class 26 contains 16193 members 
Mstep: Class 27 contains 6640 members 
Mstep: Class 28 contains 20891 members 
Mstep: Class 29 contains 9420 members 
Mstep: Class 30 contains 23733 members 
Mstep: Class 31 contains 14408 members 
Mstep: Class 32 contains 10987 members 
Mstep: Class 33 contains 4129 members 
Mstep: Class 34 contains 61946 members 
Mstep: Class 35 contains 204782 members 
Mstep: Class 36 contains 2811 members 
Mstep: Class 37 contains 11087 members 
Mstep: Class 38 contains 24578 members 
Mstep: Class 39 contains 1786 members 
Mstep: Class 40 contains 900 members 
Mstep: Class 41 contains 32655 members 
Mstep: Class 42 contains 1918 members 
Mstep: Class 43 contains 17729 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 5999 members 
Mstep: Class 46 contains 1420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88117088.000000 Penalty: 93841.789062
Iteration 94Q: 47 clusters Score -8.811709e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 65021 members 
Mstep: Class 2 contains 10357 members 
Mstep: Class 3 contains 16438 members 
Mstep: Class 4 contains 27555 members 
Mstep: Class 5 contains 7478 members 
Mstep: Class 6 contains 11573 members 
Mstep: Class 7 contains 38142 members 
Mstep: Class 8 contains 5019 members 
Mstep: Class 9 contains 11563 members 
Mstep: Class 10 contains 51052 members 
Mstep: Class 11 contains 40551 members 
Mstep: Class 12 contains 31144 members 
Mstep: Class 13 contains 13270 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 12524 members 
Mstep: Class 16 contains 6478 members 
Mstep: Class 17 contains 2751 members 
Mstep: Class 18 contains 1906 members 
Mstep: Class 19 contains 27909 members 
Mstep: Class 20 contains 9501 members 
Mstep: Class 21 contains 2471 members 
Mstep: Class 22 contains 7945 members 
Mstep: Class 23 contains 4349 members 
Mstep: Class 24 contains 3763 members 
Mstep: Class 25 contains 15443 members 
Mstep: Class 26 contains 16189 members 
Mstep: Class 27 contains 6649 members 
Mstep: Class 28 contains 20887 members 
Mstep: Class 29 contains 9426 members 
Mstep: Class 30 contains 23685 members 
Mstep: Class 31 contains 14418 members 
Mstep: Class 32 contains 10958 members 
Mstep: Class 33 contains 4134 members 
Mstep: Class 34 contains 61521 members 
Mstep: Class 35 contains 204713 members 
Mstep: Class 36 contains 2808 members 
Mstep: Class 37 contains 11087 members 
Mstep: Class 38 contains 24600 members 
Mstep: Class 39 contains 1813 members 
Mstep: Class 40 contains 902 members 
Mstep: Class 41 contains 32860 members 
Mstep: Class 42 contains 1918 members 
Mstep: Class 43 contains 17725 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 6007 members 
Mstep: Class 46 contains 1421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88117064.000000 Penalty: 93841.789062
Iteration 95Q: 47 clusters Score -8.811706e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 65036 members 
Mstep: Class 2 contains 10358 members 
Mstep: Class 3 contains 16430 members 
Mstep: Class 4 contains 27520 members 
Mstep: Class 5 contains 7504 members 
Mstep: Class 6 contains 11576 members 
Mstep: Class 7 contains 38127 members 
Mstep: Class 8 contains 5022 members 
Mstep: Class 9 contains 11563 members 
Mstep: Class 10 contains 51051 members 
Mstep: Class 11 contains 40511 members 
Mstep: Class 12 contains 31141 members 
Mstep: Class 13 contains 13274 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 12521 members 
Mstep: Class 16 contains 6476 members 
Mstep: Class 17 contains 2751 members 
Mstep: Class 18 contains 1912 members 
Mstep: Class 19 contains 28148 members 
Mstep: Class 20 contains 9544 members 
Mstep: Class 21 contains 2476 members 
Mstep: Class 22 contains 7932 members 
Mstep: Class 23 contains 4344 members 
Mstep: Class 24 contains 3765 members 
Mstep: Class 25 contains 15442 members 
Mstep: Class 26 contains 16191 members 
Mstep: Class 27 contains 6670 members 
Mstep: Class 28 contains 20883 members 
Mstep: Class 29 contains 9425 members 
Mstep: Class 30 contains 23640 members 
Mstep: Class 31 contains 14426 members 
Mstep: Class 32 contains 10930 members 
Mstep: Class 33 contains 4136 members 
Mstep: Class 34 contains 61154 members 
Mstep: Class 35 contains 204670 members 
Mstep: Class 36 contains 2805 members 
Mstep: Class 37 contains 11086 members 
Mstep: Class 38 contains 24622 members 
Mstep: Class 39 contains 1832 members 
Mstep: Class 40 contains 907 members 
Mstep: Class 41 contains 33045 members 
Mstep: Class 42 contains 1919 members 
Mstep: Class 43 contains 17724 members 
Mstep: Class 44 contains 374 members 
Mstep: Class 45 contains 6014 members 
Mstep: Class 46 contains 1422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88117528.000000 Penalty: 93841.789062
Iteration 96Q: 47 clusters Score -8.811753e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 65066 members 
Mstep: Class 2 contains 10359 members 
Mstep: Class 3 contains 16395 members 
Mstep: Class 4 contains 27479 members 
Mstep: Class 5 contains 7529 members 
Mstep: Class 6 contains 11575 members 
Mstep: Class 7 contains 38124 members 
Mstep: Class 8 contains 5025 members 
Mstep: Class 9 contains 11563 members 
Mstep: Class 10 contains 51052 members 
Mstep: Class 11 contains 40474 members 
Mstep: Class 12 contains 31147 members 
Mstep: Class 13 contains 13276 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 12511 members 
Mstep: Class 16 contains 6475 members 
Mstep: Class 17 contains 2751 members 
Mstep: Class 18 contains 1920 members 
Mstep: Class 19 contains 28383 members 
Mstep: Class 20 contains 9569 members 
Mstep: Class 21 contains 2483 members 
Mstep: Class 22 contains 7925 members 
Mstep: Class 23 contains 4339 members 
Mstep: Class 24 contains 3766 members 
Mstep: Class 25 contains 15439 members 
Mstep: Class 26 contains 16193 members 
Mstep: Class 27 contains 6692 members 
Mstep: Class 28 contains 20889 members 
Mstep: Class 29 contains 9427 members 
Mstep: Class 30 contains 23591 members 
Mstep: Class 31 contains 14429 members 
Mstep: Class 32 contains 10903 members 
Mstep: Class 33 contains 4137 members 
Mstep: Class 34 contains 60805 members 
Mstep: Class 35 contains 204653 members 
Mstep: Class 36 contains 2800 members 
Mstep: Class 37 contains 11087 members 
Mstep: Class 38 contains 24640 members 
Mstep: Class 39 contains 1854 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 33203 members 
Mstep: Class 42 contains 1916 members 
Mstep: Class 43 contains 17723 members 
Mstep: Class 44 contains 373 members 
Mstep: Class 45 contains 6025 members 
Mstep: Class 46 contains 1426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88117448.000000 Penalty: 93841.789062
Iteration 97Q: 47 clusters Score -8.811745e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 65099 members 
Mstep: Class 2 contains 10360 members 
Mstep: Class 3 contains 16356 members 
Mstep: Class 4 contains 27438 members 
Mstep: Class 5 contains 7541 members 
Mstep: Class 6 contains 11577 members 
Mstep: Class 7 contains 38112 members 
Mstep: Class 8 contains 5028 members 
Mstep: Class 9 contains 11563 members 
Mstep: Class 10 contains 51053 members 
Mstep: Class 11 contains 40438 members 
Mstep: Class 12 contains 31140 members 
Mstep: Class 13 contains 13277 members 
Mstep: Class 14 contains 1462 members 
Mstep: Class 15 contains 12500 members 
Mstep: Class 16 contains 6475 members 
Mstep: Class 17 contains 2751 members 
Mstep: Class 18 contains 1930 members 
Mstep: Class 19 contains 28575 members 
Mstep: Class 20 contains 9590 members 
Mstep: Class 21 contains 2486 members 
Mstep: Class 22 contains 7927 members 
Mstep: Class 23 contains 4337 members 
Mstep: Class 24 contains 3773 members 
Mstep: Class 25 contains 15435 members 
Mstep: Class 26 contains 16193 members 
Mstep: Class 27 contains 6699 members 
Mstep: Class 28 contains 20894 members 
Mstep: Class 29 contains 9435 members 
Mstep: Class 30 contains 23571 members 
Mstep: Class 31 contains 14433 members 
Mstep: Class 32 contains 10884 members 
Mstep: Class 33 contains 4138 members 
Mstep: Class 34 contains 60473 members 
Mstep: Class 35 contains 204639 members 
Mstep: Class 36 contains 2797 members 
Mstep: Class 37 contains 11088 members 
Mstep: Class 38 contains 24665 members 
Mstep: Class 39 contains 1869 members 
Mstep: Class 40 contains 906 members 
Mstep: Class 41 contains 33383 members 
Mstep: Class 42 contains 1915 members 
Mstep: Class 43 contains 17722 members 
Mstep: Class 44 contains 373 members 
Mstep: Class 45 contains 6034 members 
Mstep: Class 46 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88117328.000000 Penalty: 93841.789062
Iteration 98Q: 47 clusters Score -8.811733e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 65129 members 
Mstep: Class 2 contains 10358 members 
Mstep: Class 3 contains 16338 members 
Mstep: Class 4 contains 27410 members 
Mstep: Class 5 contains 7549 members 
Mstep: Class 6 contains 11575 members 
Mstep: Class 7 contains 38105 members 
Mstep: Class 8 contains 5028 members 
Mstep: Class 9 contains 11563 members 
Mstep: Class 10 contains 51051 members 
Mstep: Class 11 contains 40410 members 
Mstep: Class 12 contains 31127 members 
Mstep: Class 13 contains 13290 members 
Mstep: Class 14 contains 1464 members 
Mstep: Class 15 contains 12495 members 
Mstep: Class 16 contains 6474 members 
Mstep: Class 17 contains 2751 members 
Mstep: Class 18 contains 1939 members 
Mstep: Class 19 contains 28751 members 
Mstep: Class 20 contains 9611 members 
Mstep: Class 21 contains 2490 members 
Mstep: Class 22 contains 7921 members 
Mstep: Class 23 contains 4330 members 
Mstep: Class 24 contains 3781 members 
Mstep: Class 25 contains 15433 members 
Mstep: Class 26 contains 16192 members 
Mstep: Class 27 contains 6712 members 
Mstep: Class 28 contains 20895 members 
Mstep: Class 29 contains 9437 members 
Mstep: Class 30 contains 23535 members 
Mstep: Class 31 contains 14437 members 
Mstep: Class 32 contains 10875 members 
Mstep: Class 33 contains 4139 members 
Mstep: Class 34 contains 60192 members 
Mstep: Class 35 contains 204616 members 
Mstep: Class 36 contains 2795 members 
Mstep: Class 37 contains 11089 members 
Mstep: Class 38 contains 24687 members 
Mstep: Class 39 contains 1883 members 
Mstep: Class 40 contains 904 members 
Mstep: Class 41 contains 33525 members 
Mstep: Class 42 contains 1915 members 
Mstep: Class 43 contains 17722 members 
Mstep: Class 44 contains 373 members 
Mstep: Class 45 contains 6037 members 
Mstep: Class 46 contains 1426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88117600.000000 Penalty: 93841.789062
Iteration 99Q: 47 clusters Score -8.81176e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 65152 members 
Mstep: Class 2 contains 10357 members 
Mstep: Class 3 contains 16332 members 
Mstep: Class 4 contains 27375 members 
Mstep: Class 5 contains 7557 members 
Mstep: Class 6 contains 11577 members 
Mstep: Class 7 contains 38102 members 
Mstep: Class 8 contains 5028 members 
Mstep: Class 9 contains 11563 members 
Mstep: Class 10 contains 51056 members 
Mstep: Class 11 contains 40380 members 
Mstep: Class 12 contains 31117 members 
Mstep: Class 13 contains 13293 members 
Mstep: Class 14 contains 1465 members 
Mstep: Class 15 contains 12490 members 
Mstep: Class 16 contains 6474 members 
Mstep: Class 17 contains 2751 members 
Mstep: Class 18 contains 1944 members 
Mstep: Class 19 contains 28909 members 
Mstep: Class 20 contains 9630 members 
Mstep: Class 21 contains 2491 members 
Mstep: Class 22 contains 7909 members 
Mstep: Class 23 contains 4325 members 
Mstep: Class 24 contains 3784 members 
Mstep: Class 25 contains 15433 members 
Mstep: Class 26 contains 16192 members 
Mstep: Class 27 contains 6724 members 
Mstep: Class 28 contains 20898 members 
Mstep: Class 29 contains 9440 members 
Mstep: Class 30 contains 23499 members 
Mstep: Class 31 contains 14444 members 
Mstep: Class 32 contains 10868 members 
Mstep: Class 33 contains 4140 members 
Mstep: Class 34 contains 59936 members 
Mstep: Class 35 contains 204594 members 
Mstep: Class 36 contains 2794 members 
Mstep: Class 37 contains 11089 members 
Mstep: Class 38 contains 24706 members 
Mstep: Class 39 contains 1891 members 
Mstep: Class 40 contains 904 members 
Mstep: Class 41 contains 33667 members 
Mstep: Class 42 contains 1918 members 
Mstep: Class 43 contains 17721 members 
Mstep: Class 44 contains 374 members 
Mstep: Class 45 contains 6040 members 
Mstep: Class 46 contains 1426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88117656.000000 Penalty: 93841.789062
Iteration 100F: 47 clusters Score -8.811766e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 65173 members 
Mstep: Class 2 contains 10356 members 
Mstep: Class 3 contains 16336 members 
Mstep: Class 4 contains 27333 members 
Mstep: Class 5 contains 7576 members 
Mstep: Class 6 contains 11579 members 
Mstep: Class 7 contains 38099 members 
Mstep: Class 8 contains 5028 members 
Mstep: Class 9 contains 11564 members 
Mstep: Class 10 contains 51057 members 
Mstep: Class 11 contains 40355 members 
Mstep: Class 12 contains 31093 members 
Mstep: Class 13 contains 13294 members 
Mstep: Class 14 contains 1468 members 
Mstep: Class 15 contains 12481 members 
Mstep: Class 16 contains 6473 members 
Mstep: Class 17 contains 2751 members 
Mstep: Class 18 contains 1952 members 
Mstep: Class 19 contains 29071 members 
Mstep: Class 20 contains 9650 members 
Mstep: Class 21 contains 2490 members 
Mstep: Class 22 contains 7903 members 
Mstep: Class 23 contains 4320 members 
Mstep: Class 24 contains 3786 members 
Mstep: Class 25 contains 15432 members 
Mstep: Class 26 contains 16186 members 
Mstep: Class 27 contains 6733 members 
Mstep: Class 28 contains 20898 members 
Mstep: Class 29 contains 9443 members 
Mstep: Class 30 contains 23486 members 
Mstep: Class 31 contains 14451 members 
Mstep: Class 32 contains 10852 members 
Mstep: Class 33 contains 4141 members 
Mstep: Class 34 contains 59680 members 
Mstep: Class 35 contains 204564 members 
Mstep: Class 36 contains 2794 members 
Mstep: Class 37 contains 11085 members 
Mstep: Class 38 contains 24726 members 
Mstep: Class 39 contains 1923 members 
Mstep: Class 40 contains 906 members 
Mstep: Class 41 contains 33784 members 
Mstep: Class 42 contains 1915 members 
Mstep: Class 43 contains 17717 members 
Mstep: Class 44 contains 384 members 
Mstep: Class 45 contains 6046 members 
Mstep: Class 46 contains 1426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88117760.000000 Penalty: 93841.789062
Iteration 101Q: 47 clusters Score -8.811776e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 65192 members 
Mstep: Class 2 contains 10356 members 
Mstep: Class 3 contains 16335 members 
Mstep: Class 4 contains 27306 members 
Mstep: Class 5 contains 7596 members 
Mstep: Class 6 contains 11578 members 
Mstep: Class 7 contains 38092 members 
Mstep: Class 8 contains 5028 members 
Mstep: Class 9 contains 11563 members 
Mstep: Class 10 contains 51060 members 
Mstep: Class 11 contains 40334 members 
Mstep: Class 12 contains 31090 members 
Mstep: Class 13 contains 13294 members 
Mstep: Class 14 contains 1470 members 
Mstep: Class 15 contains 12468 members 
Mstep: Class 16 contains 6472 members 
Mstep: Class 17 contains 2750 members 
Mstep: Class 18 contains 1959 members 
Mstep: Class 19 contains 29231 members 
Mstep: Class 20 contains 9667 members 
Mstep: Class 21 contains 2488 members 
Mstep: Class 22 contains 7895 members 
Mstep: Class 23 contains 4311 members 
Mstep: Class 24 contains 3788 members 
Mstep: Class 25 contains 15432 members 
Mstep: Class 26 contains 16183 members 
Mstep: Class 27 contains 6739 members 
Mstep: Class 28 contains 20898 members 
Mstep: Class 29 contains 9445 members 
Mstep: Class 30 contains 23466 members 
Mstep: Class 31 contains 14457 members 
Mstep: Class 32 contains 10842 members 
Mstep: Class 33 contains 4140 members 
Mstep: Class 34 contains 59461 members 
Mstep: Class 35 contains 204534 members 
Mstep: Class 36 contains 2793 members 
Mstep: Class 37 contains 11080 members 
Mstep: Class 38 contains 24743 members 
Mstep: Class 39 contains 1955 members 
Mstep: Class 40 contains 907 members 
Mstep: Class 41 contains 33876 members 
Mstep: Class 42 contains 1915 members 
Mstep: Class 43 contains 17711 members 
Mstep: Class 44 contains 383 members 
Mstep: Class 45 contains 6051 members 
Mstep: Class 46 contains 1426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88117928.000000 Penalty: 93841.789062
Iteration 102Q: 47 clusters Score -8.811793e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 65210 members 
Mstep: Class 2 contains 10355 members 
Mstep: Class 3 contains 16330 members 
Mstep: Class 4 contains 27299 members 
Mstep: Class 5 contains 7615 members 
Mstep: Class 6 contains 11576 members 
Mstep: Class 7 contains 38073 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 11563 members 
Mstep: Class 10 contains 51066 members 
Mstep: Class 11 contains 40307 members 
Mstep: Class 12 contains 31057 members 
Mstep: Class 13 contains 13301 members 
Mstep: Class 14 contains 1473 members 
Mstep: Class 15 contains 12455 members 
Mstep: Class 16 contains 6473 members 
Mstep: Class 17 contains 2750 members 
Mstep: Class 18 contains 1966 members 
Mstep: Class 19 contains 29379 members 
Mstep: Class 20 contains 9681 members 
Mstep: Class 21 contains 2491 members 
Mstep: Class 22 contains 7891 members 
Mstep: Class 23 contains 4302 members 
Mstep: Class 24 contains 3791 members 
Mstep: Class 25 contains 15431 members 
Mstep: Class 26 contains 16182 members 
Mstep: Class 27 contains 6748 members 
Mstep: Class 28 contains 20902 members 
Mstep: Class 29 contains 9453 members 
Mstep: Class 30 contains 23445 members 
Mstep: Class 31 contains 14461 members 
Mstep: Class 32 contains 10828 members 
Mstep: Class 33 contains 4139 members 
Mstep: Class 34 contains 59261 members 
Mstep: Class 35 contains 204518 members 
Mstep: Class 36 contains 2792 members 
Mstep: Class 37 contains 11076 members 
Mstep: Class 38 contains 24753 members 
Mstep: Class 39 contains 1980 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 33961 members 
Mstep: Class 42 contains 1916 members 
Mstep: Class 43 contains 17706 members 
Mstep: Class 44 contains 381 members 
Mstep: Class 45 contains 6059 members 
Mstep: Class 46 contains 1426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88118016.000000 Penalty: 93841.789062
Iteration 103Q: 47 clusters Score -8.811802e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 65218 members 
Mstep: Class 2 contains 10354 members 
Mstep: Class 3 contains 16327 members 
Mstep: Class 4 contains 27285 members 
Mstep: Class 5 contains 7632 members 
Mstep: Class 6 contains 11575 members 
Mstep: Class 7 contains 38050 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 11563 members 
Mstep: Class 10 contains 51065 members 
Mstep: Class 11 contains 40294 members 
Mstep: Class 12 contains 31045 members 
Mstep: Class 13 contains 13305 members 
Mstep: Class 14 contains 1476 members 
Mstep: Class 15 contains 12450 members 
Mstep: Class 16 contains 6473 members 
Mstep: Class 17 contains 2750 members 
Mstep: Class 18 contains 1975 members 
Mstep: Class 19 contains 29505 members 
Mstep: Class 20 contains 9692 members 
Mstep: Class 21 contains 2496 members 
Mstep: Class 22 contains 7881 members 
Mstep: Class 23 contains 4300 members 
Mstep: Class 24 contains 3796 members 
Mstep: Class 25 contains 15430 members 
Mstep: Class 26 contains 16182 members 
Mstep: Class 27 contains 6757 members 
Mstep: Class 28 contains 20903 members 
Mstep: Class 29 contains 9463 members 
Mstep: Class 30 contains 23421 members 
Mstep: Class 31 contains 14459 members 
Mstep: Class 32 contains 10812 members 
Mstep: Class 33 contains 4138 members 
Mstep: Class 34 contains 59074 members 
Mstep: Class 35 contains 204525 members 
Mstep: Class 36 contains 2792 members 
Mstep: Class 37 contains 11072 members 
Mstep: Class 38 contains 24761 members 
Mstep: Class 39 contains 2003 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 34033 members 
Mstep: Class 42 contains 1917 members 
Mstep: Class 43 contains 17702 members 
Mstep: Class 44 contains 379 members 
Mstep: Class 45 contains 6065 members 
Mstep: Class 46 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88117936.000000 Penalty: 93841.789062
Iteration 104Q: 47 clusters Score -8.811794e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 65226 members 
Mstep: Class 2 contains 10353 members 
Mstep: Class 3 contains 16336 members 
Mstep: Class 4 contains 27272 members 
Mstep: Class 5 contains 7653 members 
Mstep: Class 6 contains 11575 members 
Mstep: Class 7 contains 38037 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 11562 members 
Mstep: Class 10 contains 51065 members 
Mstep: Class 11 contains 40275 members 
Mstep: Class 12 contains 31024 members 
Mstep: Class 13 contains 13304 members 
Mstep: Class 14 contains 1480 members 
Mstep: Class 15 contains 12447 members 
Mstep: Class 16 contains 6474 members 
Mstep: Class 17 contains 2750 members 
Mstep: Class 18 contains 1984 members 
Mstep: Class 19 contains 29633 members 
Mstep: Class 20 contains 9703 members 
Mstep: Class 21 contains 2500 members 
Mstep: Class 22 contains 7877 members 
Mstep: Class 23 contains 4297 members 
Mstep: Class 24 contains 3800 members 
Mstep: Class 25 contains 15431 members 
Mstep: Class 26 contains 16184 members 
Mstep: Class 27 contains 6770 members 
Mstep: Class 28 contains 20901 members 
Mstep: Class 29 contains 9471 members 
Mstep: Class 30 contains 23401 members 
Mstep: Class 31 contains 14458 members 
Mstep: Class 32 contains 10795 members 
Mstep: Class 33 contains 4138 members 
Mstep: Class 34 contains 58882 members 
Mstep: Class 35 contains 204515 members 
Mstep: Class 36 contains 2793 members 
Mstep: Class 37 contains 11071 members 
Mstep: Class 38 contains 24770 members 
Mstep: Class 39 contains 2016 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 34104 members 
Mstep: Class 42 contains 1917 members 
Mstep: Class 43 contains 17701 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6072 members 
Mstep: Class 46 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88118024.000000 Penalty: 93841.789062
Iteration 105Q: 47 clusters Score -8.811802e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 65233 members 
Mstep: Class 2 contains 10351 members 
Mstep: Class 3 contains 16337 members 
Mstep: Class 4 contains 27261 members 
Mstep: Class 5 contains 7676 members 
Mstep: Class 6 contains 11577 members 
Mstep: Class 7 contains 38026 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 11562 members 
Mstep: Class 10 contains 51062 members 
Mstep: Class 11 contains 40258 members 
Mstep: Class 12 contains 31016 members 
Mstep: Class 13 contains 13305 members 
Mstep: Class 14 contains 1481 members 
Mstep: Class 15 contains 12444 members 
Mstep: Class 16 contains 6472 members 
Mstep: Class 17 contains 2753 members 
Mstep: Class 18 contains 1988 members 
Mstep: Class 19 contains 29743 members 
Mstep: Class 20 contains 9721 members 
Mstep: Class 21 contains 2508 members 
Mstep: Class 22 contains 7874 members 
Mstep: Class 23 contains 4291 members 
Mstep: Class 24 contains 3809 members 
Mstep: Class 25 contains 15430 members 
Mstep: Class 26 contains 16183 members 
Mstep: Class 27 contains 6781 members 
Mstep: Class 28 contains 20900 members 
Mstep: Class 29 contains 9488 members 
Mstep: Class 30 contains 23381 members 
Mstep: Class 31 contains 14459 members 
Mstep: Class 32 contains 10788 members 
Mstep: Class 33 contains 4138 members 
Mstep: Class 34 contains 58703 members 
Mstep: Class 35 contains 204485 members 
Mstep: Class 36 contains 2794 members 
Mstep: Class 37 contains 11067 members 
Mstep: Class 38 contains 24781 members 
Mstep: Class 39 contains 2027 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 34169 members 
Mstep: Class 42 contains 1917 members 
Mstep: Class 43 contains 17700 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 6080 members 
Mstep: Class 46 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88118272.000000 Penalty: 93841.789062
Iteration 106Q: 47 clusters Score -8.811827e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 65244 members 
Mstep: Class 2 contains 10349 members 
Mstep: Class 3 contains 16335 members 
Mstep: Class 4 contains 27250 members 
Mstep: Class 5 contains 7689 members 
Mstep: Class 6 contains 11576 members 
Mstep: Class 7 contains 38014 members 
Mstep: Class 8 contains 5031 members 
Mstep: Class 9 contains 11562 members 
Mstep: Class 10 contains 51058 members 
Mstep: Class 11 contains 40243 members 
Mstep: Class 12 contains 31006 members 
Mstep: Class 13 contains 13307 members 
Mstep: Class 14 contains 1483 members 
Mstep: Class 15 contains 12443 members 
Mstep: Class 16 contains 6472 members 
Mstep: Class 17 contains 2753 members 
Mstep: Class 18 contains 1995 members 
Mstep: Class 19 contains 29867 members 
Mstep: Class 20 contains 9738 members 
Mstep: Class 21 contains 2510 members 
Mstep: Class 22 contains 7873 members 
Mstep: Class 23 contains 4286 members 
Mstep: Class 24 contains 3816 members 
Mstep: Class 25 contains 15432 members 
Mstep: Class 26 contains 16184 members 
Mstep: Class 27 contains 6785 members 
Mstep: Class 28 contains 20899 members 
Mstep: Class 29 contains 9502 members 
Mstep: Class 30 contains 23345 members 
Mstep: Class 31 contains 14456 members 
Mstep: Class 32 contains 10776 members 
Mstep: Class 33 contains 4144 members 
Mstep: Class 34 contains 58521 members 
Mstep: Class 35 contains 204462 members 
Mstep: Class 36 contains 2795 members 
Mstep: Class 37 contains 11065 members 
Mstep: Class 38 contains 24796 members 
Mstep: Class 39 contains 2036 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 34241 members 
Mstep: Class 42 contains 1918 members 
Mstep: Class 43 contains 17701 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 6091 members 
Mstep: Class 46 contains 1426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88118368.000000 Penalty: 93841.789062
Iteration 107Q: 47 clusters Score -8.811837e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 65262 members 
Mstep: Class 2 contains 10348 members 
Mstep: Class 3 contains 16324 members 
Mstep: Class 4 contains 27246 members 
Mstep: Class 5 contains 7708 members 
Mstep: Class 6 contains 11574 members 
Mstep: Class 7 contains 38002 members 
Mstep: Class 8 contains 5031 members 
Mstep: Class 9 contains 11561 members 
Mstep: Class 10 contains 51052 members 
Mstep: Class 11 contains 40232 members 
Mstep: Class 12 contains 30999 members 
Mstep: Class 13 contains 13305 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 12439 members 
Mstep: Class 16 contains 6472 members 
Mstep: Class 17 contains 2754 members 
Mstep: Class 18 contains 2000 members 
Mstep: Class 19 contains 29993 members 
Mstep: Class 20 contains 9759 members 
Mstep: Class 21 contains 2514 members 
Mstep: Class 22 contains 7869 members 
Mstep: Class 23 contains 4280 members 
Mstep: Class 24 contains 3822 members 
Mstep: Class 25 contains 15433 members 
Mstep: Class 26 contains 16185 members 
Mstep: Class 27 contains 6789 members 
Mstep: Class 28 contains 20901 members 
Mstep: Class 29 contains 9511 members 
Mstep: Class 30 contains 23314 members 
Mstep: Class 31 contains 14458 members 
Mstep: Class 32 contains 10763 members 
Mstep: Class 33 contains 4144 members 
Mstep: Class 34 contains 58353 members 
Mstep: Class 35 contains 204427 members 
Mstep: Class 36 contains 2795 members 
Mstep: Class 37 contains 11065 members 
Mstep: Class 38 contains 24806 members 
Mstep: Class 39 contains 2046 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 34305 members 
Mstep: Class 42 contains 1920 members 
Mstep: Class 43 contains 17702 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 6098 members 
Mstep: Class 46 contains 1427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88118392.000000 Penalty: 93841.789062
Iteration 108Q: 47 clusters Score -8.811839e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 65278 members 
Mstep: Class 2 contains 10348 members 
Mstep: Class 3 contains 16312 members 
Mstep: Class 4 contains 27233 members 
Mstep: Class 5 contains 7728 members 
Mstep: Class 6 contains 11574 members 
Mstep: Class 7 contains 37993 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 11561 members 
Mstep: Class 10 contains 51050 members 
Mstep: Class 11 contains 40227 members 
Mstep: Class 12 contains 30992 members 
Mstep: Class 13 contains 13306 members 
Mstep: Class 14 contains 1496 members 
Mstep: Class 15 contains 12439 members 
Mstep: Class 16 contains 6471 members 
Mstep: Class 17 contains 2755 members 
Mstep: Class 18 contains 2004 members 
Mstep: Class 19 contains 30117 members 
Mstep: Class 20 contains 9772 members 
Mstep: Class 21 contains 2515 members 
Mstep: Class 22 contains 7856 members 
Mstep: Class 23 contains 4280 members 
Mstep: Class 24 contains 3832 members 
Mstep: Class 25 contains 15433 members 
Mstep: Class 26 contains 16183 members 
Mstep: Class 27 contains 6791 members 
Mstep: Class 28 contains 20900 members 
Mstep: Class 29 contains 9517 members 
Mstep: Class 30 contains 23282 members 
Mstep: Class 31 contains 14456 members 
Mstep: Class 32 contains 10757 members 
Mstep: Class 33 contains 4142 members 
Mstep: Class 34 contains 58198 members 
Mstep: Class 35 contains 204395 members 
Mstep: Class 36 contains 2794 members 
Mstep: Class 37 contains 11065 members 
Mstep: Class 38 contains 24818 members 
Mstep: Class 39 contains 2056 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 34366 members 
Mstep: Class 42 contains 1920 members 
Mstep: Class 43 contains 17702 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 6104 members 
Mstep: Class 46 contains 1427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88118368.000000 Penalty: 93841.789062
Iteration 109Q: 47 clusters Score -8.811837e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 65291 members 
Mstep: Class 2 contains 10346 members 
Mstep: Class 3 contains 16309 members 
Mstep: Class 4 contains 27226 members 
Mstep: Class 5 contains 7751 members 
Mstep: Class 6 contains 11573 members 
Mstep: Class 7 contains 37981 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 11561 members 
Mstep: Class 10 contains 51046 members 
Mstep: Class 11 contains 40216 members 
Mstep: Class 12 contains 30983 members 
Mstep: Class 13 contains 13304 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 12447 members 
Mstep: Class 16 contains 6471 members 
Mstep: Class 17 contains 2755 members 
Mstep: Class 18 contains 2004 members 
Mstep: Class 19 contains 30226 members 
Mstep: Class 20 contains 9790 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 7853 members 
Mstep: Class 23 contains 4278 members 
Mstep: Class 24 contains 3836 members 
Mstep: Class 25 contains 15434 members 
Mstep: Class 26 contains 16181 members 
Mstep: Class 27 contains 6796 members 
Mstep: Class 28 contains 20900 members 
Mstep: Class 29 contains 9530 members 
Mstep: Class 30 contains 23254 members 
Mstep: Class 31 contains 14454 members 
Mstep: Class 32 contains 10755 members 
Mstep: Class 33 contains 4139 members 
Mstep: Class 34 contains 58033 members 
Mstep: Class 35 contains 204358 members 
Mstep: Class 36 contains 2791 members 
Mstep: Class 37 contains 11062 members 
Mstep: Class 38 contains 24825 members 
Mstep: Class 39 contains 2065 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 34433 members 
Mstep: Class 42 contains 1921 members 
Mstep: Class 43 contains 17703 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 6112 members 
Mstep: Class 46 contains 1428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88118256.000000 Penalty: 93841.789062
Iteration 110Q: 47 clusters Score -8.811826e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 65304 members 
Mstep: Class 2 contains 10346 members 
Mstep: Class 3 contains 16303 members 
Mstep: Class 4 contains 27226 members 
Mstep: Class 5 contains 7764 members 
Mstep: Class 6 contains 11574 members 
Mstep: Class 7 contains 37974 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 11561 members 
Mstep: Class 10 contains 51048 members 
Mstep: Class 11 contains 40208 members 
Mstep: Class 12 contains 30968 members 
Mstep: Class 13 contains 13299 members 
Mstep: Class 14 contains 1517 members 
Mstep: Class 15 contains 12453 members 
Mstep: Class 16 contains 6471 members 
Mstep: Class 17 contains 2756 members 
Mstep: Class 18 contains 2006 members 
Mstep: Class 19 contains 30317 members 
Mstep: Class 20 contains 9810 members 
Mstep: Class 21 contains 2523 members 
Mstep: Class 22 contains 7853 members 
Mstep: Class 23 contains 4274 members 
Mstep: Class 24 contains 3840 members 
Mstep: Class 25 contains 15434 members 
Mstep: Class 26 contains 16176 members 
Mstep: Class 27 contains 6796 members 
Mstep: Class 28 contains 20901 members 
Mstep: Class 29 contains 9539 members 
Mstep: Class 30 contains 23226 members 
Mstep: Class 31 contains 14454 members 
Mstep: Class 32 contains 10755 members 
Mstep: Class 33 contains 4140 members 
Mstep: Class 34 contains 57871 members 
Mstep: Class 35 contains 204321 members 
Mstep: Class 36 contains 2790 members 
Mstep: Class 37 contains 11062 members 
Mstep: Class 38 contains 24830 members 
Mstep: Class 39 contains 2067 members 
Mstep: Class 40 contains 907 members 
Mstep: Class 41 contains 34516 members 
Mstep: Class 42 contains 1921 members 
Mstep: Class 43 contains 17704 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 6120 members 
Mstep: Class 46 contains 1428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88118464.000000 Penalty: 93841.789062
Iteration 111Q: 47 clusters Score -8.811846e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 65315 members 
Mstep: Class 2 contains 10345 members 
Mstep: Class 3 contains 16299 members 
Mstep: Class 4 contains 27221 members 
Mstep: Class 5 contains 7782 members 
Mstep: Class 6 contains 11574 members 
Mstep: Class 7 contains 37957 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 11562 members 
Mstep: Class 10 contains 51049 members 
Mstep: Class 11 contains 40201 members 
Mstep: Class 12 contains 30964 members 
Mstep: Class 13 contains 13299 members 
Mstep: Class 14 contains 1522 members 
Mstep: Class 15 contains 12455 members 
Mstep: Class 16 contains 6472 members 
Mstep: Class 17 contains 2756 members 
Mstep: Class 18 contains 2010 members 
Mstep: Class 19 contains 30405 members 
Mstep: Class 20 contains 9829 members 
Mstep: Class 21 contains 2525 members 
Mstep: Class 22 contains 7846 members 
Mstep: Class 23 contains 4270 members 
Mstep: Class 24 contains 3842 members 
Mstep: Class 25 contains 15433 members 
Mstep: Class 26 contains 16176 members 
Mstep: Class 27 contains 6795 members 
Mstep: Class 28 contains 20898 members 
Mstep: Class 29 contains 9556 members 
Mstep: Class 30 contains 23199 members 
Mstep: Class 31 contains 14454 members 
Mstep: Class 32 contains 10751 members 
Mstep: Class 33 contains 4141 members 
Mstep: Class 34 contains 57738 members 
Mstep: Class 35 contains 204295 members 
Mstep: Class 36 contains 2789 members 
Mstep: Class 37 contains 11062 members 
Mstep: Class 38 contains 24837 members 
Mstep: Class 39 contains 2068 members 
Mstep: Class 40 contains 907 members 
Mstep: Class 41 contains 34574 members 
Mstep: Class 42 contains 1920 members 
Mstep: Class 43 contains 17705 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 6126 members 
Mstep: Class 46 contains 1429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88118368.000000 Penalty: 93841.789062
Iteration 112Q: 47 clusters Score -8.811837e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 65323 members 
Mstep: Class 2 contains 10342 members 
Mstep: Class 3 contains 16297 members 
Mstep: Class 4 contains 27214 members 
Mstep: Class 5 contains 7798 members 
Mstep: Class 6 contains 11574 members 
Mstep: Class 7 contains 37947 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 11563 members 
Mstep: Class 10 contains 51047 members 
Mstep: Class 11 contains 40192 members 
Mstep: Class 12 contains 30965 members 
Mstep: Class 13 contains 13294 members 
Mstep: Class 14 contains 1528 members 
Mstep: Class 15 contains 12449 members 
Mstep: Class 16 contains 6472 members 
Mstep: Class 17 contains 2756 members 
Mstep: Class 18 contains 2010 members 
Mstep: Class 19 contains 30487 members 
Mstep: Class 20 contains 9842 members 
Mstep: Class 21 contains 2525 members 
Mstep: Class 22 contains 7838 members 
Mstep: Class 23 contains 4268 members 
Mstep: Class 24 contains 3846 members 
Mstep: Class 25 contains 15434 members 
Mstep: Class 26 contains 16176 members 
Mstep: Class 27 contains 6799 members 
Mstep: Class 28 contains 20893 members 
Mstep: Class 29 contains 9572 members 
Mstep: Class 30 contains 23169 members 
Mstep: Class 31 contains 14454 members 
Mstep: Class 32 contains 10748 members 
Mstep: Class 33 contains 4144 members 
Mstep: Class 34 contains 57617 members 
Mstep: Class 35 contains 204285 members 
Mstep: Class 36 contains 2788 members 
Mstep: Class 37 contains 11062 members 
Mstep: Class 38 contains 24841 members 
Mstep: Class 39 contains 2071 members 
Mstep: Class 40 contains 907 members 
Mstep: Class 41 contains 34626 members 
Mstep: Class 42 contains 1920 members 
Mstep: Class 43 contains 17704 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 6136 members 
Mstep: Class 46 contains 1430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88118352.000000 Penalty: 93841.789062
Iteration 113Q: 47 clusters Score -8.811835e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 65336 members 
Mstep: Class 2 contains 10342 members 
Mstep: Class 3 contains 16284 members 
Mstep: Class 4 contains 27212 members 
Mstep: Class 5 contains 7814 members 
Mstep: Class 6 contains 11574 members 
Mstep: Class 7 contains 37934 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 11564 members 
Mstep: Class 10 contains 51050 members 
Mstep: Class 11 contains 40184 members 
Mstep: Class 12 contains 30954 members 
Mstep: Class 13 contains 13293 members 
Mstep: Class 14 contains 1530 members 
Mstep: Class 15 contains 12445 members 
Mstep: Class 16 contains 6472 members 
Mstep: Class 17 contains 2757 members 
Mstep: Class 18 contains 2012 members 
Mstep: Class 19 contains 30564 members 
Mstep: Class 20 contains 9851 members 
Mstep: Class 21 contains 2528 members 
Mstep: Class 22 contains 7837 members 
Mstep: Class 23 contains 4265 members 
Mstep: Class 24 contains 3848 members 
Mstep: Class 25 contains 15434 members 
Mstep: Class 26 contains 16175 members 
Mstep: Class 27 contains 6803 members 
Mstep: Class 28 contains 20892 members 
Mstep: Class 29 contains 9585 members 
Mstep: Class 30 contains 23150 members 
Mstep: Class 31 contains 14454 members 
Mstep: Class 32 contains 10744 members 
Mstep: Class 33 contains 4147 members 
Mstep: Class 34 contains 57508 members 
Mstep: Class 35 contains 204267 members 
Mstep: Class 36 contains 2787 members 
Mstep: Class 37 contains 11062 members 
Mstep: Class 38 contains 24846 members 
Mstep: Class 39 contains 2074 members 
Mstep: Class 40 contains 907 members 
Mstep: Class 41 contains 34670 members 
Mstep: Class 42 contains 1919 members 
Mstep: Class 43 contains 17704 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 6144 members 
Mstep: Class 46 contains 1431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88118576.000000 Penalty: 93841.789062
Iteration 114Q: 47 clusters Score -8.811858e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 65344 members 
Mstep: Class 2 contains 10343 members 
Mstep: Class 3 contains 16283 members 
Mstep: Class 4 contains 27202 members 
Mstep: Class 5 contains 7829 members 
Mstep: Class 6 contains 11574 members 
Mstep: Class 7 contains 37924 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 11564 members 
Mstep: Class 10 contains 51051 members 
Mstep: Class 11 contains 40176 members 
Mstep: Class 12 contains 30945 members 
Mstep: Class 13 contains 13296 members 
Mstep: Class 14 contains 1536 members 
Mstep: Class 15 contains 12442 members 
Mstep: Class 16 contains 6472 members 
Mstep: Class 17 contains 2757 members 
Mstep: Class 18 contains 2013 members 
Mstep: Class 19 contains 30646 members 
Mstep: Class 20 contains 9860 members 
Mstep: Class 21 contains 2529 members 
Mstep: Class 22 contains 7831 members 
Mstep: Class 23 contains 4263 members 
Mstep: Class 24 contains 3853 members 
Mstep: Class 25 contains 15435 members 
Mstep: Class 26 contains 16174 members 
Mstep: Class 27 contains 6804 members 
Mstep: Class 28 contains 20890 members 
Mstep: Class 29 contains 9594 members 
Mstep: Class 30 contains 23133 members 
Mstep: Class 31 contains 14457 members 
Mstep: Class 32 contains 10739 members 
Mstep: Class 33 contains 4152 members 
Mstep: Class 34 contains 57391 members 
Mstep: Class 35 contains 204240 members 
Mstep: Class 36 contains 2785 members 
Mstep: Class 37 contains 11062 members 
Mstep: Class 38 contains 24858 members 
Mstep: Class 39 contains 2078 members 
Mstep: Class 40 contains 907 members 
Mstep: Class 41 contains 34719 members 
Mstep: Class 42 contains 1920 members 
Mstep: Class 43 contains 17704 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 6146 members 
Mstep: Class 46 contains 1432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88118408.000000 Penalty: 93841.789062
Iteration 115Q: 47 clusters Score -8.811841e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 65348 members 
Mstep: Class 2 contains 10344 members 
Mstep: Class 3 contains 16284 members 
Mstep: Class 4 contains 27198 members 
Mstep: Class 5 contains 7839 members 
Mstep: Class 6 contains 11574 members 
Mstep: Class 7 contains 37917 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 11564 members 
Mstep: Class 10 contains 51051 members 
Mstep: Class 11 contains 40173 members 
Mstep: Class 12 contains 30933 members 
Mstep: Class 13 contains 13296 members 
Mstep: Class 14 contains 1537 members 
Mstep: Class 15 contains 12435 members 
Mstep: Class 16 contains 6472 members 
Mstep: Class 17 contains 2758 members 
Mstep: Class 18 contains 2017 members 
Mstep: Class 19 contains 30731 members 
Mstep: Class 20 contains 9872 members 
Mstep: Class 21 contains 2530 members 
Mstep: Class 22 contains 7832 members 
Mstep: Class 23 contains 4261 members 
Mstep: Class 24 contains 3860 members 
Mstep: Class 25 contains 15435 members 
Mstep: Class 26 contains 16174 members 
Mstep: Class 27 contains 6801 members 
Mstep: Class 28 contains 20889 members 
Mstep: Class 29 contains 9599 members 
Mstep: Class 30 contains 23117 members 
Mstep: Class 31 contains 14465 members 
Mstep: Class 32 contains 10736 members 
Mstep: Class 33 contains 4155 members 
Mstep: Class 34 contains 57284 members 
Mstep: Class 35 contains 204218 members 
Mstep: Class 36 contains 2785 members 
Mstep: Class 37 contains 11061 members 
Mstep: Class 38 contains 24867 members 
Mstep: Class 39 contains 2078 members 
Mstep: Class 40 contains 904 members 
Mstep: Class 41 contains 34754 members 
Mstep: Class 42 contains 1919 members 
Mstep: Class 43 contains 17706 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 6148 members 
Mstep: Class 46 contains 1432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88118424.000000 Penalty: 93841.789062
Iteration 116Q: 47 clusters Score -8.811842e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 65360 members 
Mstep: Class 2 contains 10344 members 
Mstep: Class 3 contains 16282 members 
Mstep: Class 4 contains 27205 members 
Mstep: Class 5 contains 7854 members 
Mstep: Class 6 contains 11575 members 
Mstep: Class 7 contains 37912 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 11564 members 
Mstep: Class 10 contains 51048 members 
Mstep: Class 11 contains 40169 members 
Mstep: Class 12 contains 30924 members 
Mstep: Class 13 contains 13296 members 
Mstep: Class 14 contains 1538 members 
Mstep: Class 15 contains 12430 members 
Mstep: Class 16 contains 6472 members 
Mstep: Class 17 contains 2759 members 
Mstep: Class 18 contains 2018 members 
Mstep: Class 19 contains 30808 members 
Mstep: Class 20 contains 9880 members 
Mstep: Class 21 contains 2531 members 
Mstep: Class 22 contains 7832 members 
Mstep: Class 23 contains 4259 members 
Mstep: Class 24 contains 3870 members 
Mstep: Class 25 contains 15435 members 
Mstep: Class 26 contains 16174 members 
Mstep: Class 27 contains 6801 members 
Mstep: Class 28 contains 20884 members 
Mstep: Class 29 contains 9604 members 
Mstep: Class 30 contains 23100 members 
Mstep: Class 31 contains 14468 members 
Mstep: Class 32 contains 10734 members 
Mstep: Class 33 contains 4158 members 
Mstep: Class 34 contains 57176 members 
Mstep: Class 35 contains 204192 members 
Mstep: Class 36 contains 2785 members 
Mstep: Class 37 contains 11059 members 
Mstep: Class 38 contains 24875 members 
Mstep: Class 39 contains 2080 members 
Mstep: Class 40 contains 904 members 
Mstep: Class 41 contains 34787 members 
Mstep: Class 42 contains 1920 members 
Mstep: Class 43 contains 17707 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 6149 members 
Mstep: Class 46 contains 1431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88118336.000000 Penalty: 93841.789062
Iteration 117Q: 47 clusters Score -8.811834e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 65370 members 
Mstep: Class 2 contains 10344 members 
Mstep: Class 3 contains 16283 members 
Mstep: Class 4 contains 27206 members 
Mstep: Class 5 contains 7871 members 
Mstep: Class 6 contains 11574 members 
Mstep: Class 7 contains 37906 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 11564 members 
Mstep: Class 10 contains 51050 members 
Mstep: Class 11 contains 40161 members 
Mstep: Class 12 contains 30923 members 
Mstep: Class 13 contains 13294 members 
Mstep: Class 14 contains 1540 members 
Mstep: Class 15 contains 12425 members 
Mstep: Class 16 contains 6471 members 
Mstep: Class 17 contains 2760 members 
Mstep: Class 18 contains 2020 members 
Mstep: Class 19 contains 30889 members 
Mstep: Class 20 contains 9885 members 
Mstep: Class 21 contains 2533 members 
Mstep: Class 22 contains 7832 members 
Mstep: Class 23 contains 4257 members 
Mstep: Class 24 contains 3873 members 
Mstep: Class 25 contains 15435 members 
Mstep: Class 26 contains 16174 members 
Mstep: Class 27 contains 6799 members 
Mstep: Class 28 contains 20881 members 
Mstep: Class 29 contains 9605 members 
Mstep: Class 30 contains 23074 members 
Mstep: Class 31 contains 14469 members 
Mstep: Class 32 contains 10731 members 
Mstep: Class 33 contains 4159 members 
Mstep: Class 34 contains 57079 members 
Mstep: Class 35 contains 204182 members 
Mstep: Class 36 contains 2782 members 
Mstep: Class 37 contains 11058 members 
Mstep: Class 38 contains 24882 members 
Mstep: Class 39 contains 2080 members 
Mstep: Class 40 contains 905 members 
Mstep: Class 41 contains 34814 members 
Mstep: Class 42 contains 1922 members 
Mstep: Class 43 contains 17710 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 6150 members 
Mstep: Class 46 contains 1431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88118464.000000 Penalty: 93841.789062
Iteration 118Q: 47 clusters Score -8.811846e+07 nChanged 332
Entering ConstructFrom: 
Score: -88118464.000000 Penalty: 93841.789062
Entering ConstructFrom: 
Trying to split cluster 1 (65380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65380 members 
Entering Unmasked Estep 
Score: -6727692.000000 Penalty: 1649.890259
	Iteration 0F: 2 clusters Score -6727692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32652 members 
Mstep: Class 2 contains 32728 members 
Entering Unmasked Estep 
Score: -6685248.000000 Penalty: 3299.780518
	Iteration 0F: 3 clusters Score -6685248 nChanged 30348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32432 members 
Mstep: Class 2 contains 32948 members 
Entering Unmasked Estep 
Score: -6702481.000000 Penalty: 3299.780518
	Iteration 1F: 3 clusters Score -6702481 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32484 members 
Mstep: Class 2 contains 32896 members 
Entering Unmasked Estep 
Score: -6703472.500000 Penalty: 3299.780518
	Iteration 2Q: 3 clusters Score -6703472 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32591 members 
Mstep: Class 2 contains 32789 members 
Entering Unmasked Estep 
Score: -6704518.000000 Penalty: 3299.780518
	Iteration 3Q: 3 clusters Score -6704518 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32683 members 
Mstep: Class 2 contains 32697 members 
Entering Unmasked Estep 
Score: -6705641.500000 Penalty: 3299.780518
	Iteration 4Q: 3 clusters Score -6705642 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32784 members 
Mstep: Class 2 contains 32596 members 
Entering Unmasked Estep 
Score: -6707109.500000 Penalty: 3299.780518
	Iteration 5Q: 3 clusters Score -6707110 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32760 members 
Mstep: Class 2 contains 32620 members 
Entering Unmasked Estep 
Score: -6708737.000000 Penalty: 3299.780518
	Iteration 6F: 3 clusters Score -6708737 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32552 members 
Mstep: Class 2 contains 32828 members 
Entering Unmasked Estep 
Score: -6710501.000000 Penalty: 3299.780518
	Iteration 7F: 3 clusters Score -6710501 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32186 members 
Mstep: Class 2 contains 33194 members 
Entering Unmasked Estep 
Score: -6712262.000000 Penalty: 3299.780518
	Iteration 8F: 3 clusters Score -6712262 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31709 members 
Mstep: Class 2 contains 33671 members 
Entering Unmasked Estep 
Score: -6713883.000000 Penalty: 3299.780518
	Iteration 9Q: 3 clusters Score -6713883 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 34184 members 
Entering Unmasked Estep 
Score: -6715235.000000 Penalty: 3299.780518
	Iteration 10Q: 3 clusters Score -6715235 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30725 members 
Mstep: Class 2 contains 34655 members 
Entering Unmasked Estep 
Score: -6716181.000000 Penalty: 3299.780518
	Iteration 11Q: 3 clusters Score -6716181 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30277 members 
Mstep: Class 2 contains 35103 members 
Entering Unmasked Estep 
Score: -6717031.500000 Penalty: 3299.780518
	Iteration 12Q: 3 clusters Score -6717032 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29864 members 
Mstep: Class 2 contains 35516 members 
Entering Unmasked Estep 
Score: -6717578.000000 Penalty: 3299.780518
	Iteration 13Q: 3 clusters Score -6717578 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29476 members 
Mstep: Class 2 contains 35904 members 
Entering Unmasked Estep 
Score: -6717997.000000 Penalty: 3299.780518
	Iteration 14Q: 3 clusters Score -6717997 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29173 members 
Mstep: Class 2 contains 36207 members 
Entering Unmasked Estep 
Score: -6718231.000000 Penalty: 3299.780518
	Iteration 15Q: 3 clusters Score -6718231 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28915 members 
Mstep: Class 2 contains 36465 members 
Entering Unmasked Estep 
Score: -6718447.500000 Penalty: 3299.780518
	Iteration 16Q: 3 clusters Score -6718448 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28673 members 
Mstep: Class 2 contains 36707 members 
Entering Unmasked Estep 
Score: -6718601.500000 Penalty: 3299.780518
	Iteration 17Q: 3 clusters Score -6718602 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28444 members 
Mstep: Class 2 contains 36936 members 
Entering Unmasked Estep 
Score: -6718762.000000 Penalty: 3299.780518
	Iteration 18Q: 3 clusters Score -6718762 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28224 members 
Mstep: Class 2 contains 37156 members 
Entering Unmasked Estep 
Score: -6718826.500000 Penalty: 3299.780518
	Iteration 19Q: 3 clusters Score -6718826 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27995 members 
Mstep: Class 2 contains 37385 members 
Entering Unmasked Estep 
Score: -6718894.000000 Penalty: 3299.780518
	Iteration 20F: 3 clusters Score -6718894 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 37616 members 
Entering Unmasked Estep 
Score: -6719000.500000 Penalty: 3299.780518
	Iteration 21Q: 3 clusters Score -6719000 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 37866 members 
Entering Unmasked Estep 
Score: -6719127.500000 Penalty: 3299.780518
	Iteration 22Q: 3 clusters Score -6719128 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27264 members 
Mstep: Class 2 contains 38116 members 
Entering Unmasked Estep 
Score: -6719216.000000 Penalty: 3299.780518
	Iteration 23Q: 3 clusters Score -6719216 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27009 members 
Mstep: Class 2 contains 38371 members 
Entering Unmasked Estep 
Score: -6719318.500000 Penalty: 3299.780518
	Iteration 24Q: 3 clusters Score -6719318 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26727 members 
Mstep: Class 2 contains 38653 members 
Entering Unmasked Estep 
Score: -6719409.500000 Penalty: 3299.780518
	Iteration 25Q: 3 clusters Score -6719410 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26390 members 
Mstep: Class 2 contains 38990 members 
Entering Unmasked Estep 
Score: -6719552.500000 Penalty: 3299.780518
	Iteration 26Q: 3 clusters Score -6719552 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25964 members 
Mstep: Class 2 contains 39416 members 
Entering Unmasked Estep 
Score: -6719691.500000 Penalty: 3299.780518
	Iteration 27Q: 3 clusters Score -6719692 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25535 members 
Mstep: Class 2 contains 39845 members 
Entering Unmasked Estep 
Score: -6719881.500000 Penalty: 3299.780518
	Iteration 28Q: 3 clusters Score -6719882 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 40356 members 
Entering Unmasked Estep 
Score: -6720060.000000 Penalty: 3299.780518
	Iteration 29Q: 3 clusters Score -6720060 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 40893 members 
Entering Unmasked Estep 
Score: -6720352.000000 Penalty: 3299.780518
	Iteration 30Q: 3 clusters Score -6720352 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 41495 members 
Entering Unmasked Estep 
Score: -6720659.500000 Penalty: 3299.780518
	Iteration 31Q: 3 clusters Score -6720660 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 42114 members 
Entering Unmasked Estep 
Score: -6721023.000000 Penalty: 3299.780518
	Iteration 32Q: 3 clusters Score -6721023 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 42739 members 
Entering Unmasked Estep 
Score: -6721447.000000 Penalty: 3299.780518
	Iteration 33Q: 3 clusters Score -6721447 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 43386 members 
Entering Unmasked Estep 
Score: -6721990.500000 Penalty: 3299.780518
	Iteration 34Q: 3 clusters Score -6721990 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 43991 members 
Entering Unmasked Estep 
Score: -6722494.000000 Penalty: 3299.780518
	Iteration 35Q: 3 clusters Score -6722494 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 44590 members 
Entering Unmasked Estep 
Score: -6723034.000000 Penalty: 3299.780518
	Iteration 36Q: 3 clusters Score -6723034 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 45120 members 
Entering Unmasked Estep 
Score: -6723519.500000 Penalty: 3299.780518
	Iteration 37Q: 3 clusters Score -6723520 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 45563 members 
Entering Unmasked Estep 
Score: -6723870.000000 Penalty: 3299.780518
	Iteration 38Q: 3 clusters Score -6723870 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 45887 members 
Entering Unmasked Estep 
Score: -6724158.000000 Penalty: 3299.780518
	Iteration 39Q: 3 clusters Score -6724158 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 46103 members 
Entering Unmasked Estep 
Score: -6724400.000000 Penalty: 3299.780518
	Iteration 40F: 3 clusters Score -6724400 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 46300 members 
Entering Unmasked Estep 
Score: -6724581.000000 Penalty: 3299.780518
	Iteration 41Q: 3 clusters Score -6724581 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 46422 members 
Entering Unmasked Estep 
Score: -6724731.500000 Penalty: 3299.780518
	Iteration 42Q: 3 clusters Score -6724732 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 46559 members 
Entering Unmasked Estep 
Score: -6724884.500000 Penalty: 3299.780518
	Iteration 43Q: 3 clusters Score -6724884 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 46676 members 
Entering Unmasked Estep 
Score: -6725051.000000 Penalty: 3299.780518
	Iteration 44Q: 3 clusters Score -6725051 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 46769 members 
Entering Unmasked Estep 
Score: -6725180.000000 Penalty: 3299.780518
	Iteration 45Q: 3 clusters Score -6725180 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 46859 members 
Entering Unmasked Estep 
Score: -6725284.500000 Penalty: 3299.780518
	Iteration 46Q: 3 clusters Score -6725284 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 46906 members 
Entering Unmasked Estep 
Score: -6725388.000000 Penalty: 3299.780518
	Iteration 47Q: 3 clusters Score -6725388 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 46982 members 
Entering Unmasked Estep 
Score: -6725429.500000 Penalty: 3299.780518
	Iteration 48Q: 3 clusters Score -6725430 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 47042 members 
Entering Unmasked Estep 
Score: -6725456.500000 Penalty: 3299.780518
	Iteration 49Q: 3 clusters Score -6725456 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 47093 members 
Entering Unmasked Estep 
Score: -6725503.500000 Penalty: 3299.780518
	Iteration 50Q: 3 clusters Score -6725504 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 47145 members 
Entering Unmasked Estep 
Score: -6725523.500000 Penalty: 3299.780518
	Iteration 51Q: 3 clusters Score -6725524 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 47209 members 
Entering Unmasked Estep 
Score: -6725554.000000 Penalty: 3299.780518
	Iteration 52Q: 3 clusters Score -6725554 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 47263 members 
Entering Unmasked Estep 
Score: -6725570.000000 Penalty: 3299.780518
	Iteration 53Q: 3 clusters Score -6725570 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 47301 members 
Entering Unmasked Estep 
Score: -6725584.000000 Penalty: 3299.780518
	Iteration 54Q: 3 clusters Score -6725584 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 47315 members 
Entering Unmasked Estep 
Score: -6725603.000000 Penalty: 3299.780518
	Iteration 55Q: 3 clusters Score -6725603 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 47328 members 
Entering Unmasked Estep 
Score: -6725588.500000 Penalty: 3299.780518
	Iteration 56Q: 3 clusters Score -6725588 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 47359 members 
Entering Unmasked Estep 
Score: -6725597.500000 Penalty: 3299.780518
	Iteration 57Q: 3 clusters Score -6725598 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 47370 members 
Entering Unmasked Estep 
Score: -6725594.000000 Penalty: 3299.780518
	Iteration 58Q: 3 clusters Score -6725594 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 47385 members 
Entering Unmasked Estep 
Score: -6725606.500000 Penalty: 3299.780518
	Iteration 59Q: 3 clusters Score -6725606 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 47417 members 
Entering Unmasked Estep 
Score: -6725606.500000 Penalty: 3299.780518
	Iteration 60F: 3 clusters Score -6725606 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 47453 members 
Entering Unmasked Estep 
Score: -6725607.500000 Penalty: 3299.780518
	Iteration 61Q: 3 clusters Score -6725608 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 47477 members 
Entering Unmasked Estep 
Score: -6725608.000000 Penalty: 3299.780518
	Iteration 62Q: 3 clusters Score -6725608 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 47491 members 
Entering Unmasked Estep 
Score: -6725625.000000 Penalty: 3299.780518
	Iteration 63Q: 3 clusters Score -6725625 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 47505 members 
Entering Unmasked Estep 
Score: -6725613.000000 Penalty: 3299.780518
	Iteration 64Q: 3 clusters Score -6725613 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 47513 members 
Entering Unmasked Estep 
Score: -6725624.500000 Penalty: 3299.780518
	Iteration 65Q: 3 clusters Score -6725624 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 47519 members 
Entering Unmasked Estep 
Score: -6725626.000000 Penalty: 3299.780518
	Iteration 66Q: 3 clusters Score -6725626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 47515 members 
Entering Unmasked Estep 
Score: -6725619.500000 Penalty: 3299.780518
	Iteration 67Q: 3 clusters Score -6725620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 47515 members 
Entering Unmasked Estep 
Score: -6725622.500000 Penalty: 3299.780518
	Iteration 68Q: 3 clusters Score -6725622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 47510 members 
Entering Unmasked Estep 
Score: -6725619.500000 Penalty: 3299.780518
	Iteration 69Q: 3 clusters Score -6725620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 47509 members 
Entering Unmasked Estep 
Score: -6725620.000000 Penalty: 3299.780518
	Iteration 70Q: 3 clusters Score -6725620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 47502 members 
Entering Unmasked Estep 
Score: -6725618.000000 Penalty: 3299.780518
	Iteration 71Q: 3 clusters Score -6725618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 47503 members 
Entering Unmasked Estep 
Score: -6725615.500000 Penalty: 3299.780518
	Iteration 72Q: 3 clusters Score -6725616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 47501 members 
Entering Unmasked Estep 
Score: -6725624.500000 Penalty: 3299.780518
	Iteration 73Q: 3 clusters Score -6725624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 47501 members 
Entering Unmasked Estep 
Score: -6725628.500000 Penalty: 3299.780518
	Iteration 74Q: 3 clusters Score -6725628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 47502 members 
Entering Unmasked Estep 
Score: -6725634.000000 Penalty: 3299.780518
	Iteration 75Q: 3 clusters Score -6725634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 47503 members 
Entering Unmasked Estep 
Score: -6725628.000000 Penalty: 3299.780518
	Iteration 76Q: 3 clusters Score -6725628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 47505 members 
Entering Unmasked Estep 
Score: -6725628.000000 Penalty: 3299.780518
	Iteration 77Q: 3 clusters Score -6725628 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 47509 members 
Entering Unmasked Estep 
Score: -6725625.500000 Penalty: 3299.780518
	Iteration 78Q: 3 clusters Score -6725626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 47514 members 
Entering Unmasked Estep 
Score: -6725616.000000 Penalty: 3299.780518
	Iteration 79Q: 3 clusters Score -6725616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 47519 members 
Entering Unmasked Estep 
Score: -6725623.000000 Penalty: 3299.780518
	Iteration 80F: 3 clusters Score -6725623 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 47519 members 
Entering Unmasked Estep 
Score: -6725616.000000 Penalty: 3299.780518
	Iteration 81Q: 3 clusters Score -6725616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 47523 members 
Entering Unmasked Estep 
Score: -6725633.000000 Penalty: 3299.780518
	Iteration 82Q: 3 clusters Score -6725633 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 47523 members 
Entering Unmasked Estep 
Score: -6725634.000000 Penalty: 3299.780518
	Iteration 83Q: 3 clusters Score -6725634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 47521 members 
Entering Unmasked Estep 
Score: -6725642.000000 Penalty: 3299.780518
	Iteration 84Q: 3 clusters Score -6725642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 47517 members 
Entering Unmasked Estep 
Score: -6725642.000000 Penalty: 3299.780518
	Iteration 85Q: 3 clusters Score -6725642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 47517 members 
Entering Unmasked Estep 
Score: -6725643.000000 Penalty: 3299.780518
	Iteration 86Q: 3 clusters Score -6725643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 47516 members 
Entering Unmasked Estep 
Score: -6725646.500000 Penalty: 3299.780518
	Iteration 87Q: 3 clusters Score -6725646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 47514 members 
Entering Unmasked Estep 
Score: -6725648.000000 Penalty: 3299.780518
	Iteration 88Q: 3 clusters Score -6725648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 47512 members 
Entering Unmasked Estep 
Score: -6725648.000000 Penalty: 3299.780518
	Iteration 89Q: 3 clusters Score -6725648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 47509 members 
Entering Unmasked Estep 
Score: -6725649.000000 Penalty: 3299.780518
	Iteration 90Q: 3 clusters Score -6725649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 47507 members 
Entering Unmasked Estep 
Score: -6725644.500000 Penalty: 3299.780518
	Iteration 91Q: 3 clusters Score -6725644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 47507 members 
Entering Unmasked Estep 
Score: -6725645.000000 Penalty: 3299.780518
	Iteration 92Q: 3 clusters Score -6725645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 47506 members 
Entering Unmasked Estep 
Score: -6725649.000000 Penalty: 3299.780518
	Iteration 93Q: 3 clusters Score -6725649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 47508 members 
Entering Unmasked Estep 
Score: -6725649.500000 Penalty: 3299.780518
	Iteration 94Q: 3 clusters Score -6725650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 47509 members 
Entering Unmasked Estep 
Score: -6725654.000000 Penalty: 3299.780518
	Iteration 95Q: 3 clusters Score -6725654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 47509 members 
Entering Unmasked Estep 
Score: -6725654.000000 Penalty: 3299.780518
	Iteration 96F: 3 clusters Score -6725654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Entering Unmasked Estep 
Score: -1085157.250000 Penalty: 1375.516968
	Iteration 0F: 2 clusters Score -1085157 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 5150 members 
Entering Unmasked Estep 
Score: -1078251.625000 Penalty: 2751.033936
	Iteration 0F: 3 clusters Score -1078252 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1080625.750000 Penalty: 2751.033936
	Iteration 1F: 3 clusters Score -1080626 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1081021.125000 Penalty: 2751.033936
	Iteration 2F: 3 clusters Score -1081021 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1081367.875000 Penalty: 2751.033936
	Iteration 3F: 3 clusters Score -1081368 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1081671.250000 Penalty: 2751.033936
	Iteration 4F: 3 clusters Score -1081671 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1081955.750000 Penalty: 2751.033936
	Iteration 5F: 3 clusters Score -1081956 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1082230.000000 Penalty: 2751.033936
	Iteration 6Q: 3 clusters Score -1082230 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1082443.125000 Penalty: 2751.033936
	Iteration 7Q: 3 clusters Score -1082443 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1082615.875000 Penalty: 2751.033936
	Iteration 8Q: 3 clusters Score -1082616 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1082744.750000 Penalty: 2751.033936
	Iteration 9Q: 3 clusters Score -1082745 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1082859.875000 Penalty: 2751.033936
	Iteration 10Q: 3 clusters Score -1082860 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1082963.625000 Penalty: 2751.033936
	Iteration 11Q: 3 clusters Score -1082964 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1083036.625000 Penalty: 2751.033936
	Iteration 12Q: 3 clusters Score -1083037 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1083111.875000 Penalty: 2751.033936
	Iteration 13Q: 3 clusters Score -1083112 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1083188.875000 Penalty: 2751.033936
	Iteration 14Q: 3 clusters Score -1083189 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1083263.250000 Penalty: 2751.033936
	Iteration 15Q: 3 clusters Score -1083263 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1083320.250000 Penalty: 2751.033936
	Iteration 16Q: 3 clusters Score -1083320 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1083381.875000 Penalty: 2751.033936
	Iteration 17Q: 3 clusters Score -1083382 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1083464.000000 Penalty: 2751.033936
	Iteration 18Q: 3 clusters Score -1083464 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1083534.625000 Penalty: 2751.033936
	Iteration 19Q: 3 clusters Score -1083535 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1083579.125000 Penalty: 2751.033936
	Iteration 20F: 3 clusters Score -1083579 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1083623.375000 Penalty: 2751.033936
	Iteration 21Q: 3 clusters Score -1083623 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1083657.000000 Penalty: 2751.033936
	Iteration 22Q: 3 clusters Score -1083657 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1083696.125000 Penalty: 2751.033936
	Iteration 23Q: 3 clusters Score -1083696 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1083736.625000 Penalty: 2751.033936
	Iteration 24Q: 3 clusters Score -1083737 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1083774.625000 Penalty: 2751.033936
	Iteration 25Q: 3 clusters Score -1083775 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1083811.000000 Penalty: 2751.033936
	Iteration 26Q: 3 clusters Score -1083811 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1083839.500000 Penalty: 2751.033936
	Iteration 27Q: 3 clusters Score -1083840 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1083867.625000 Penalty: 2751.033936
	Iteration 28Q: 3 clusters Score -1083868 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1083894.000000 Penalty: 2751.033936
	Iteration 29Q: 3 clusters Score -1083894 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1083920.500000 Penalty: 2751.033936
	Iteration 30Q: 3 clusters Score -1083920 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1083954.875000 Penalty: 2751.033936
	Iteration 31Q: 3 clusters Score -1083955 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1083975.500000 Penalty: 2751.033936
	Iteration 32Q: 3 clusters Score -1083976 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1083997.750000 Penalty: 2751.033936
	Iteration 33Q: 3 clusters Score -1083998 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1084009.125000 Penalty: 2751.033936
	Iteration 34Q: 3 clusters Score -1084009 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1084019.125000 Penalty: 2751.033936
	Iteration 35Q: 3 clusters Score -1084019 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1084027.500000 Penalty: 2751.033936
	Iteration 36Q: 3 clusters Score -1084028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1084036.125000 Penalty: 2751.033936
	Iteration 37Q: 3 clusters Score -1084036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1084039.125000 Penalty: 2751.033936
	Iteration 38Q: 3 clusters Score -1084039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1084039.250000 Penalty: 2751.033936
	Iteration 39Q: 3 clusters Score -1084039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1084044.750000 Penalty: 2751.033936
	Iteration 40F: 3 clusters Score -1084045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1084044.500000 Penalty: 2751.033936
	Iteration 41Q: 3 clusters Score -1084044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1084049.625000 Penalty: 2751.033936
	Iteration 42Q: 3 clusters Score -1084050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1084053.000000 Penalty: 2751.033936
	Iteration 43Q: 3 clusters Score -1084053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1084055.000000 Penalty: 2751.033936
	Iteration 44Q: 3 clusters Score -1084055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1084057.625000 Penalty: 2751.033936
	Iteration 45Q: 3 clusters Score -1084058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1084060.875000 Penalty: 2751.033936
	Iteration 46Q: 3 clusters Score -1084061 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1084068.375000 Penalty: 2751.033936
	Iteration 47Q: 3 clusters Score -1084068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1084075.500000 Penalty: 2751.033936
	Iteration 48Q: 3 clusters Score -1084076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1084085.750000 Penalty: 2751.033936
	Iteration 49Q: 3 clusters Score -1084086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1084093.875000 Penalty: 2751.033936
	Iteration 50Q: 3 clusters Score -1084094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1084098.250000 Penalty: 2751.033936
	Iteration 51Q: 3 clusters Score -1084098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1084099.125000 Penalty: 2751.033936
	Iteration 52Q: 3 clusters Score -1084099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1084102.000000 Penalty: 2751.033936
	Iteration 53Q: 3 clusters Score -1084102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1084103.375000 Penalty: 2751.033936
	Iteration 54Q: 3 clusters Score -1084103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1084105.625000 Penalty: 2751.033936
	Iteration 55Q: 3 clusters Score -1084106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1084108.625000 Penalty: 2751.033936
	Iteration 56Q: 3 clusters Score -1084109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1084111.625000 Penalty: 2751.033936
	Iteration 57Q: 3 clusters Score -1084112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1084110.125000 Penalty: 2751.033936
	Iteration 58Q: 3 clusters Score -1084110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1084111.250000 Penalty: 2751.033936
	Iteration 59Q: 3 clusters Score -1084111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1084112.125000 Penalty: 2751.033936
	Iteration 60F: 3 clusters Score -1084112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1084112.500000 Penalty: 2751.033936
	Iteration 61Q: 3 clusters Score -1084112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1084112.500000 Penalty: 2751.033936
	Iteration 62F: 3 clusters Score -1084112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Entering Unmasked Estep 
Score: -1613905.750000 Penalty: 1443.098877
	Iteration 0F: 2 clusters Score -1613906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1603213.125000 Penalty: 2886.197754
	Iteration 0F: 3 clusters Score -1603213 nChanged 7025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1606975.625000 Penalty: 2886.197754
	Iteration 1F: 3 clusters Score -1606976 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1607450.875000 Penalty: 2886.197754
	Iteration 2F: 3 clusters Score -1607451 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1607830.250000 Penalty: 2886.197754
	Iteration 3F: 3 clusters Score -1607830 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1608187.250000 Penalty: 2886.197754
	Iteration 4Q: 3 clusters Score -1608187 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1608485.125000 Penalty: 2886.197754
	Iteration 5Q: 3 clusters Score -1608485 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1608805.375000 Penalty: 2886.197754
	Iteration 6Q: 3 clusters Score -1608805 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1609108.875000 Penalty: 2886.197754
	Iteration 7Q: 3 clusters Score -1609109 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1609406.000000 Penalty: 2886.197754
	Iteration 8Q: 3 clusters Score -1609406 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1609715.625000 Penalty: 2886.197754
	Iteration 9Q: 3 clusters Score -1609716 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1610067.750000 Penalty: 2886.197754
	Iteration 10Q: 3 clusters Score -1610068 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1610433.750000 Penalty: 2886.197754
	Iteration 11Q: 3 clusters Score -1610434 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1610778.875000 Penalty: 2886.197754
	Iteration 12Q: 3 clusters Score -1610779 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1611021.750000 Penalty: 2886.197754
	Iteration 13Q: 3 clusters Score -1611022 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1611186.875000 Penalty: 2886.197754
	Iteration 14Q: 3 clusters Score -1611187 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1611303.250000 Penalty: 2886.197754
	Iteration 15Q: 3 clusters Score -1611303 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1611391.125000 Penalty: 2886.197754
	Iteration 16Q: 3 clusters Score -1611391 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1611458.000000 Penalty: 2886.197754
	Iteration 17Q: 3 clusters Score -1611458 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1611525.875000 Penalty: 2886.197754
	Iteration 18Q: 3 clusters Score -1611526 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1611590.250000 Penalty: 2886.197754
	Iteration 19Q: 3 clusters Score -1611590 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1611645.125000 Penalty: 2886.197754
	Iteration 20F: 3 clusters Score -1611645 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1611688.625000 Penalty: 2886.197754
	Iteration 21Q: 3 clusters Score -1611689 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1611728.375000 Penalty: 2886.197754
	Iteration 22Q: 3 clusters Score -1611728 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1611763.250000 Penalty: 2886.197754
	Iteration 23Q: 3 clusters Score -1611763 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1611789.000000 Penalty: 2886.197754
	Iteration 24Q: 3 clusters Score -1611789 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1611830.625000 Penalty: 2886.197754
	Iteration 25Q: 3 clusters Score -1611831 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1611865.875000 Penalty: 2886.197754
	Iteration 26Q: 3 clusters Score -1611866 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1611897.875000 Penalty: 2886.197754
	Iteration 27Q: 3 clusters Score -1611898 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1611923.250000 Penalty: 2886.197754
	Iteration 28Q: 3 clusters Score -1611923 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1611937.125000 Penalty: 2886.197754
	Iteration 29Q: 3 clusters Score -1611937 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1611965.875000 Penalty: 2886.197754
	Iteration 30Q: 3 clusters Score -1611966 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1611987.750000 Penalty: 2886.197754
	Iteration 31Q: 3 clusters Score -1611988 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1612024.750000 Penalty: 2886.197754
	Iteration 32Q: 3 clusters Score -1612025 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1612054.375000 Penalty: 2886.197754
	Iteration 33Q: 3 clusters Score -1612054 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1612091.250000 Penalty: 2886.197754
	Iteration 34Q: 3 clusters Score -1612091 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1612116.125000 Penalty: 2886.197754
	Iteration 35Q: 3 clusters Score -1612116 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1612147.375000 Penalty: 2886.197754
	Iteration 36Q: 3 clusters Score -1612147 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1612182.625000 Penalty: 2886.197754
	Iteration 37Q: 3 clusters Score -1612183 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1612205.750000 Penalty: 2886.197754
	Iteration 38Q: 3 clusters Score -1612206 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1612237.875000 Penalty: 2886.197754
	Iteration 39Q: 3 clusters Score -1612238 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1612258.875000 Penalty: 2886.197754
	Iteration 40F: 3 clusters Score -1612259 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1612283.625000 Penalty: 2886.197754
	Iteration 41Q: 3 clusters Score -1612284 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1612309.375000 Penalty: 2886.197754
	Iteration 42Q: 3 clusters Score -1612309 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1612334.250000 Penalty: 2886.197754
	Iteration 43Q: 3 clusters Score -1612334 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1612364.625000 Penalty: 2886.197754
	Iteration 44Q: 3 clusters Score -1612365 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1612390.375000 Penalty: 2886.197754
	Iteration 45Q: 3 clusters Score -1612390 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1612412.750000 Penalty: 2886.197754
	Iteration 46Q: 3 clusters Score -1612413 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1612424.875000 Penalty: 2886.197754
	Iteration 47Q: 3 clusters Score -1612425 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1612437.500000 Penalty: 2886.197754
	Iteration 48Q: 3 clusters Score -1612438 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1612451.625000 Penalty: 2886.197754
	Iteration 49Q: 3 clusters Score -1612452 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1612467.750000 Penalty: 2886.197754
	Iteration 50Q: 3 clusters Score -1612468 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1612489.000000 Penalty: 2886.197754
	Iteration 51Q: 3 clusters Score -1612489 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1612507.875000 Penalty: 2886.197754
	Iteration 52Q: 3 clusters Score -1612508 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1612525.000000 Penalty: 2886.197754
	Iteration 53Q: 3 clusters Score -1612525 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1612542.625000 Penalty: 2886.197754
	Iteration 54Q: 3 clusters Score -1612543 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1612563.000000 Penalty: 2886.197754
	Iteration 55Q: 3 clusters Score -1612563 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1612574.875000 Penalty: 2886.197754
	Iteration 56Q: 3 clusters Score -1612575 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1612583.500000 Penalty: 2886.197754
	Iteration 57Q: 3 clusters Score -1612584 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1612594.875000 Penalty: 2886.197754
	Iteration 58Q: 3 clusters Score -1612595 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1612611.375000 Penalty: 2886.197754
	Iteration 59Q: 3 clusters Score -1612611 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1612608.625000 Penalty: 2886.197754
	Iteration 60F: 3 clusters Score -1612609 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1612613.750000 Penalty: 2886.197754
	Iteration 61Q: 3 clusters Score -1612614 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1612622.125000 Penalty: 2886.197754
	Iteration 62Q: 3 clusters Score -1612622 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1612632.500000 Penalty: 2886.197754
	Iteration 63Q: 3 clusters Score -1612632 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1612636.625000 Penalty: 2886.197754
	Iteration 64Q: 3 clusters Score -1612637 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1612643.500000 Penalty: 2886.197754
	Iteration 65Q: 3 clusters Score -1612644 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1612647.500000 Penalty: 2886.197754
	Iteration 66Q: 3 clusters Score -1612648 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1612656.500000 Penalty: 2886.197754
	Iteration 67Q: 3 clusters Score -1612656 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1612667.875000 Penalty: 2886.197754
	Iteration 68Q: 3 clusters Score -1612668 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1612674.875000 Penalty: 2886.197754
	Iteration 69Q: 3 clusters Score -1612675 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1612686.125000 Penalty: 2886.197754
	Iteration 70Q: 3 clusters Score -1612686 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1612696.875000 Penalty: 2886.197754
	Iteration 71Q: 3 clusters Score -1612697 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1612701.000000 Penalty: 2886.197754
	Iteration 72Q: 3 clusters Score -1612701 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1612706.250000 Penalty: 2886.197754
	Iteration 73Q: 3 clusters Score -1612706 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1612716.125000 Penalty: 2886.197754
	Iteration 74Q: 3 clusters Score -1612716 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1612717.625000 Penalty: 2886.197754
	Iteration 75Q: 3 clusters Score -1612718 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1612721.250000 Penalty: 2886.197754
	Iteration 76Q: 3 clusters Score -1612721 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1612726.000000 Penalty: 2886.197754
	Iteration 77Q: 3 clusters Score -1612726 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1612728.000000 Penalty: 2886.197754
	Iteration 78Q: 3 clusters Score -1612728 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1612737.375000 Penalty: 2886.197754
	Iteration 79Q: 3 clusters Score -1612737 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1612741.500000 Penalty: 2886.197754
	Iteration 80F: 3 clusters Score -1612742 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1612747.500000 Penalty: 2886.197754
	Iteration 81Q: 3 clusters Score -1612748 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1612754.625000 Penalty: 2886.197754
	Iteration 82Q: 3 clusters Score -1612755 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1612764.500000 Penalty: 2886.197754
	Iteration 83Q: 3 clusters Score -1612764 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1612773.875000 Penalty: 2886.197754
	Iteration 84Q: 3 clusters Score -1612774 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1612784.500000 Penalty: 2886.197754
	Iteration 85Q: 3 clusters Score -1612784 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1612795.500000 Penalty: 2886.197754
	Iteration 86Q: 3 clusters Score -1612796 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1612805.375000 Penalty: 2886.197754
	Iteration 87Q: 3 clusters Score -1612805 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1612819.625000 Penalty: 2886.197754
	Iteration 88Q: 3 clusters Score -1612820 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1612834.000000 Penalty: 2886.197754
	Iteration 89Q: 3 clusters Score -1612834 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1612841.500000 Penalty: 2886.197754
	Iteration 90Q: 3 clusters Score -1612842 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1612851.750000 Penalty: 2886.197754
	Iteration 91Q: 3 clusters Score -1612852 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1612866.875000 Penalty: 2886.197754
	Iteration 92Q: 3 clusters Score -1612867 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1612876.000000 Penalty: 2886.197754
	Iteration 93Q: 3 clusters Score -1612876 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1612892.875000 Penalty: 2886.197754
	Iteration 94Q: 3 clusters Score -1612893 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1612906.250000 Penalty: 2886.197754
	Iteration 95Q: 3 clusters Score -1612906 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1612917.250000 Penalty: 2886.197754
	Iteration 96Q: 3 clusters Score -1612917 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1612926.500000 Penalty: 2886.197754
	Iteration 97Q: 3 clusters Score -1612926 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1612927.125000 Penalty: 2886.197754
	Iteration 98Q: 3 clusters Score -1612927 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1612930.500000 Penalty: 2886.197754
	Iteration 99Q: 3 clusters Score -1612930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1612931.500000 Penalty: 2886.197754
	Iteration 100F: 3 clusters Score -1612932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1612934.000000 Penalty: 2886.197754
	Iteration 101Q: 3 clusters Score -1612934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1612937.750000 Penalty: 2886.197754
	Iteration 102Q: 3 clusters Score -1612938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1612937.875000 Penalty: 2886.197754
	Iteration 103Q: 3 clusters Score -1612938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1612940.000000 Penalty: 2886.197754
	Iteration 104Q: 3 clusters Score -1612940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1612939.875000 Penalty: 2886.197754
	Iteration 105Q: 3 clusters Score -1612940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1612942.750000 Penalty: 2886.197754
	Iteration 106Q: 3 clusters Score -1612943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1612943.625000 Penalty: 2886.197754
	Iteration 107Q: 3 clusters Score -1612944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1612943.250000 Penalty: 2886.197754
	Iteration 108Q: 3 clusters Score -1612943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1612948.500000 Penalty: 2886.197754
	Iteration 109Q: 3 clusters Score -1612948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1612950.875000 Penalty: 2886.197754
	Iteration 110Q: 3 clusters Score -1612951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1612950.625000 Penalty: 2886.197754
	Iteration 111Q: 3 clusters Score -1612951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1612951.750000 Penalty: 2886.197754
	Iteration 112Q: 3 clusters Score -1612952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1612951.375000 Penalty: 2886.197754
	Iteration 113Q: 3 clusters Score -1612951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1612953.500000 Penalty: 2886.197754
	Iteration 114Q: 3 clusters Score -1612954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1612954.375000 Penalty: 2886.197754
	Iteration 115Q: 3 clusters Score -1612954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1612956.500000 Penalty: 2886.197754
	Iteration 116Q: 3 clusters Score -1612956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1612956.125000 Penalty: 2886.197754
	Iteration 117Q: 3 clusters Score -1612956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1612960.000000 Penalty: 2886.197754
	Iteration 118Q: 3 clusters Score -1612960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1612962.250000 Penalty: 2886.197754
	Iteration 119Q: 3 clusters Score -1612962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1612962.250000 Penalty: 2886.197754
	Iteration 120F: 3 clusters Score -1612962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (27202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27202 members 
Entering Unmasked Estep 
Score: -2697958.750000 Penalty: 1519.403687
	Iteration 0F: 2 clusters Score -2697959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -2680200.000000 Penalty: 3038.807373
	Iteration 0F: 3 clusters Score -2680200 nChanged 12212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -2686916.000000 Penalty: 3038.807373
	Iteration 1F: 3 clusters Score -2686916 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -2687547.000000 Penalty: 3038.807373
	Iteration 2F: 3 clusters Score -2687547 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -2688301.750000 Penalty: 3038.807373
	Iteration 3F: 3 clusters Score -2688302 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -2689283.250000 Penalty: 3038.807373
	Iteration 4F: 3 clusters Score -2689283 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -2690492.500000 Penalty: 3038.807373
	Iteration 5F: 3 clusters Score -2690492 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -2691989.500000 Penalty: 3038.807373
	Iteration 6F: 3 clusters Score -2691990 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -2693753.250000 Penalty: 3038.807373
	Iteration 7F: 3 clusters Score -2693753 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -2695264.250000 Penalty: 3038.807373
	Iteration 8F: 3 clusters Score -2695264 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -2696509.000000 Penalty: 3038.807373
	Iteration 9Q: 3 clusters Score -2696509 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -2697491.750000 Penalty: 3038.807373
	Iteration 10Q: 3 clusters Score -2697492 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -2698143.250000 Penalty: 3038.807373
	Iteration 11Q: 3 clusters Score -2698143 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -2698484.750000 Penalty: 3038.807373
	Iteration 12Q: 3 clusters Score -2698485 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -2698631.750000 Penalty: 3038.807373
	Iteration 13Q: 3 clusters Score -2698632 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -2698716.250000 Penalty: 3038.807373
	Iteration 14Q: 3 clusters Score -2698716 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -2698766.250000 Penalty: 3038.807373
	Iteration 15Q: 3 clusters Score -2698766 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -2698785.250000 Penalty: 3038.807373
	Iteration 16Q: 3 clusters Score -2698785 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -2698805.500000 Penalty: 3038.807373
	Iteration 17Q: 3 clusters Score -2698806 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -2698820.500000 Penalty: 3038.807373
	Iteration 18Q: 3 clusters Score -2698820 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -2698825.000000 Penalty: 3038.807373
	Iteration 19Q: 3 clusters Score -2698825 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -2698836.000000 Penalty: 3038.807373
	Iteration 20F: 3 clusters Score -2698836 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -2698838.000000 Penalty: 3038.807373
	Iteration 21Q: 3 clusters Score -2698838 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -2698833.750000 Penalty: 3038.807373
	Iteration 22Q: 3 clusters Score -2698834 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -2698843.500000 Penalty: 3038.807373
	Iteration 23Q: 3 clusters Score -2698844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -2698838.500000 Penalty: 3038.807373
	Iteration 24Q: 3 clusters Score -2698838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -2698849.500000 Penalty: 3038.807373
	Iteration 25Q: 3 clusters Score -2698850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -2698848.000000 Penalty: 3038.807373
	Iteration 26Q: 3 clusters Score -2698848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -2698850.750000 Penalty: 3038.807373
	Iteration 27Q: 3 clusters Score -2698851 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -2698850.750000 Penalty: 3038.807373
	Iteration 28Q: 3 clusters Score -2698851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -2698852.000000 Penalty: 3038.807373
	Iteration 29Q: 3 clusters Score -2698852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -2698854.750000 Penalty: 3038.807373
	Iteration 30Q: 3 clusters Score -2698855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22766 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -2698855.000000 Penalty: 3038.807373
	Iteration 31Q: 3 clusters Score -2698855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -2698854.500000 Penalty: 3038.807373
	Iteration 32Q: 3 clusters Score -2698854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -2698857.250000 Penalty: 3038.807373
	Iteration 33Q: 3 clusters Score -2698857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22774 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -2698857.500000 Penalty: 3038.807373
	Iteration 34Q: 3 clusters Score -2698858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -2698856.500000 Penalty: 3038.807373
	Iteration 35Q: 3 clusters Score -2698856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -2698856.250000 Penalty: 3038.807373
	Iteration 36Q: 3 clusters Score -2698856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -2698856.000000 Penalty: 3038.807373
	Iteration 37Q: 3 clusters Score -2698856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -2698857.500000 Penalty: 3038.807373
	Iteration 38Q: 3 clusters Score -2698858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -2698857.750000 Penalty: 3038.807373
	Iteration 39Q: 3 clusters Score -2698858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -2698858.500000 Penalty: 3038.807373
	Iteration 40F: 3 clusters Score -2698858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 65380 members 
Mstep: Class 2 contains 10343 members 
Mstep: Class 3 contains 16289 members 
Mstep: Class 4 contains 22793 members 
Mstep: Class 5 contains 7882 members 
Mstep: Class 6 contains 11571 members 
Mstep: Class 7 contains 37902 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 11564 members 
Mstep: Class 10 contains 51051 members 
Mstep: Class 11 contains 40154 members 
Mstep: Class 12 contains 30911 members 
Mstep: Class 13 contains 13295 members 
Mstep: Class 14 contains 1542 members 
Mstep: Class 15 contains 12421 members 
Mstep: Class 16 contains 6471 members 
Mstep: Class 17 contains 2761 members 
Mstep: Class 18 contains 2020 members 
Mstep: Class 19 contains 30985 members 
Mstep: Class 20 contains 9890 members 
Mstep: Class 21 contains 2533 members 
Mstep: Class 22 contains 7824 members 
Mstep: Class 23 contains 4257 members 
Mstep: Class 24 contains 3879 members 
Mstep: Class 25 contains 15435 members 
Mstep: Class 26 contains 16174 members 
Mstep: Class 27 contains 6802 members 
Mstep: Class 28 contains 20879 members 
Mstep: Class 29 contains 9605 members 
Mstep: Class 30 contains 23053 members 
Mstep: Class 31 contains 14470 members 
Mstep: Class 32 contains 10730 members 
Mstep: Class 33 contains 4161 members 
Mstep: Class 34 contains 56970 members 
Mstep: Class 35 contains 204169 members 
Mstep: Class 36 contains 2783 members 
Mstep: Class 37 contains 11056 members 
Mstep: Class 38 contains 24888 members 
Mstep: Class 39 contains 2087 members 
Mstep: Class 40 contains 905 members 
Mstep: Class 41 contains 34847 members 
Mstep: Class 42 contains 1920 members 
Mstep: Class 43 contains 17709 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 6152 members 
Mstep: Class 46 contains 1431 members 
Mstep: Class 47 contains 4409 members 
Entering Unmasked Estep 
Score: -88118592.000000 Penalty: 95881.820312
Splitting cluster 4 changes total score from -88118464.000000 to -88118592.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 5 (7882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Entering Unmasked Estep 
Score: -761737.000000 Penalty: 1335.083740
	Iteration 0F: 2 clusters Score -761737 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 3951 members 
Entering Unmasked Estep 
Score: -756255.125000 Penalty: 2670.167480
	Iteration 0F: 3 clusters Score -756255.1 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -758113.812500 Penalty: 2670.167480
	Iteration 1F: 3 clusters Score -758113.8 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -758420.375000 Penalty: 2670.167480
	Iteration 2F: 3 clusters Score -758420.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -758652.750000 Penalty: 2670.167480
	Iteration 3F: 3 clusters Score -758652.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -758872.937500 Penalty: 2670.167480
	Iteration 4Q: 3 clusters Score -758872.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -759084.750000 Penalty: 2670.167480
	Iteration 5Q: 3 clusters Score -759084.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -759258.437500 Penalty: 2670.167480
	Iteration 6Q: 3 clusters Score -759258.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -759388.000000 Penalty: 2670.167480
	Iteration 7Q: 3 clusters Score -759388 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -759481.437500 Penalty: 2670.167480
	Iteration 8Q: 3 clusters Score -759481.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -759561.812500 Penalty: 2670.167480
	Iteration 9Q: 3 clusters Score -759561.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -759631.437500 Penalty: 2670.167480
	Iteration 10Q: 3 clusters Score -759631.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -759685.000000 Penalty: 2670.167480
	Iteration 11Q: 3 clusters Score -759685 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -759751.312500 Penalty: 2670.167480
	Iteration 12Q: 3 clusters Score -759751.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -759822.812500 Penalty: 2670.167480
	Iteration 13Q: 3 clusters Score -759822.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -759917.812500 Penalty: 2670.167480
	Iteration 14Q: 3 clusters Score -759917.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -760012.750000 Penalty: 2670.167480
	Iteration 15Q: 3 clusters Score -760012.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -760098.375000 Penalty: 2670.167480
	Iteration 16Q: 3 clusters Score -760098.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -760177.687500 Penalty: 2670.167480
	Iteration 17Q: 3 clusters Score -760177.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -760258.687500 Penalty: 2670.167480
	Iteration 18Q: 3 clusters Score -760258.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -760322.312500 Penalty: 2670.167480
	Iteration 19Q: 3 clusters Score -760322.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -760374.000000 Penalty: 2670.167480
	Iteration 20F: 3 clusters Score -760374 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -760415.812500 Penalty: 2670.167480
	Iteration 21Q: 3 clusters Score -760415.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -760451.250000 Penalty: 2670.167480
	Iteration 22Q: 3 clusters Score -760451.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -760478.312500 Penalty: 2670.167480
	Iteration 23Q: 3 clusters Score -760478.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -760496.500000 Penalty: 2670.167480
	Iteration 24Q: 3 clusters Score -760496.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -760510.875000 Penalty: 2670.167480
	Iteration 25Q: 3 clusters Score -760510.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -760526.687500 Penalty: 2670.167480
	Iteration 26Q: 3 clusters Score -760526.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -760537.125000 Penalty: 2670.167480
	Iteration 27Q: 3 clusters Score -760537.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -760544.937500 Penalty: 2670.167480
	Iteration 28Q: 3 clusters Score -760544.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -760547.625000 Penalty: 2670.167480
	Iteration 29Q: 3 clusters Score -760547.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -760551.250000 Penalty: 2670.167480
	Iteration 30Q: 3 clusters Score -760551.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -760555.937500 Penalty: 2670.167480
	Iteration 31Q: 3 clusters Score -760555.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -760556.875000 Penalty: 2670.167480
	Iteration 32Q: 3 clusters Score -760556.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -760558.500000 Penalty: 2670.167480
	Iteration 33Q: 3 clusters Score -760558.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -760560.937500 Penalty: 2670.167480
	Iteration 34Q: 3 clusters Score -760560.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -760561.562500 Penalty: 2670.167480
	Iteration 35Q: 3 clusters Score -760561.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -760565.687500 Penalty: 2670.167480
	Iteration 36Q: 3 clusters Score -760565.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -760567.437500 Penalty: 2670.167480
	Iteration 37Q: 3 clusters Score -760567.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -760568.687500 Penalty: 2670.167480
	Iteration 38Q: 3 clusters Score -760568.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -760568.750000 Penalty: 2670.167480
	Iteration 39Q: 3 clusters Score -760568.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -760569.187500 Penalty: 2670.167480
	Iteration 40F: 3 clusters Score -760569.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -760570.187500 Penalty: 2670.167480
	Iteration 41Q: 3 clusters Score -760570.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -760572.000000 Penalty: 2670.167480
	Iteration 42Q: 3 clusters Score -760572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -760572.500000 Penalty: 2670.167480
	Iteration 43Q: 3 clusters Score -760572.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -760573.687500 Penalty: 2670.167480
	Iteration 44Q: 3 clusters Score -760573.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -760572.687500 Penalty: 2670.167480
	Iteration 45Q: 3 clusters Score -760572.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -760572.500000 Penalty: 2670.167480
	Iteration 46Q: 3 clusters Score -760572.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -760573.812500 Penalty: 2670.167480
	Iteration 47Q: 3 clusters Score -760573.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -760574.750000 Penalty: 2670.167480
	Iteration 48Q: 3 clusters Score -760574.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -760575.625000 Penalty: 2670.167480
	Iteration 49Q: 3 clusters Score -760575.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -760576.062500 Penalty: 2670.167480
	Iteration 50Q: 3 clusters Score -760576.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -760576.375000 Penalty: 2670.167480
	Iteration 51Q: 3 clusters Score -760576.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -760577.937500 Penalty: 2670.167480
	Iteration 52Q: 3 clusters Score -760577.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -760577.250000 Penalty: 2670.167480
	Iteration 53Q: 3 clusters Score -760577.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -760578.812500 Penalty: 2670.167480
	Iteration 54Q: 3 clusters Score -760578.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -760580.562500 Penalty: 2670.167480
	Iteration 55Q: 3 clusters Score -760580.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -760582.500000 Penalty: 2670.167480
	Iteration 56Q: 3 clusters Score -760582.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -760584.312500 Penalty: 2670.167480
	Iteration 57Q: 3 clusters Score -760584.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -760586.375000 Penalty: 2670.167480
	Iteration 58Q: 3 clusters Score -760586.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -760587.000000 Penalty: 2670.167480
	Iteration 59Q: 3 clusters Score -760587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -760587.562500 Penalty: 2670.167480
	Iteration 60F: 3 clusters Score -760587.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -760588.375000 Penalty: 2670.167480
	Iteration 61Q: 3 clusters Score -760588.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -760589.750000 Penalty: 2670.167480
	Iteration 62Q: 3 clusters Score -760589.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -760589.062500 Penalty: 2670.167480
	Iteration 63Q: 3 clusters Score -760589.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -760589.312500 Penalty: 2670.167480
	Iteration 64Q: 3 clusters Score -760589.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -760589.875000 Penalty: 2670.167480
	Iteration 65Q: 3 clusters Score -760589.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -760589.875000 Penalty: 2670.167480
	Iteration 66F: 3 clusters Score -760589.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Entering Unmasked Estep 
Score: -1191723.250000 Penalty: 1392.211182
	Iteration 0F: 2 clusters Score -1191723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1183925.750000 Penalty: 2784.422363
	Iteration 0F: 3 clusters Score -1183926 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1186595.500000 Penalty: 2784.422363
	Iteration 1F: 3 clusters Score -1186596 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1186983.250000 Penalty: 2784.422363
	Iteration 2F: 3 clusters Score -1186983 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1187274.250000 Penalty: 2784.422363
	Iteration 3F: 3 clusters Score -1187274 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1187534.750000 Penalty: 2784.422363
	Iteration 4Q: 3 clusters Score -1187535 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1187796.125000 Penalty: 2784.422363
	Iteration 5Q: 3 clusters Score -1187796 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1188086.250000 Penalty: 2784.422363
	Iteration 6Q: 3 clusters Score -1188086 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1188414.125000 Penalty: 2784.422363
	Iteration 7F: 3 clusters Score -1188414 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1188791.375000 Penalty: 2784.422363
	Iteration 8F: 3 clusters Score -1188791 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1189201.000000 Penalty: 2784.422363
	Iteration 9F: 3 clusters Score -1189201 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1189629.000000 Penalty: 2784.422363
	Iteration 10Q: 3 clusters Score -1189629 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1190023.000000 Penalty: 2784.422363
	Iteration 11Q: 3 clusters Score -1190023 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1190347.250000 Penalty: 2784.422363
	Iteration 12Q: 3 clusters Score -1190347 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1190568.750000 Penalty: 2784.422363
	Iteration 13Q: 3 clusters Score -1190569 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1190708.000000 Penalty: 2784.422363
	Iteration 14Q: 3 clusters Score -1190708 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1190783.000000 Penalty: 2784.422363
	Iteration 15Q: 3 clusters Score -1190783 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1190848.500000 Penalty: 2784.422363
	Iteration 16Q: 3 clusters Score -1190848 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1190891.625000 Penalty: 2784.422363
	Iteration 17Q: 3 clusters Score -1190892 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1190911.750000 Penalty: 2784.422363
	Iteration 18Q: 3 clusters Score -1190912 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1190927.000000 Penalty: 2784.422363
	Iteration 19Q: 3 clusters Score -1190927 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1190934.625000 Penalty: 2784.422363
	Iteration 20F: 3 clusters Score -1190935 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1190948.625000 Penalty: 2784.422363
	Iteration 21Q: 3 clusters Score -1190949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1190952.625000 Penalty: 2784.422363
	Iteration 22Q: 3 clusters Score -1190953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1190955.625000 Penalty: 2784.422363
	Iteration 23Q: 3 clusters Score -1190956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1190962.625000 Penalty: 2784.422363
	Iteration 24Q: 3 clusters Score -1190963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -1190967.000000 Penalty: 2784.422363
	Iteration 25Q: 3 clusters Score -1190967 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1190976.625000 Penalty: 2784.422363
	Iteration 26Q: 3 clusters Score -1190977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1190980.625000 Penalty: 2784.422363
	Iteration 27Q: 3 clusters Score -1190981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -1190985.125000 Penalty: 2784.422363
	Iteration 28Q: 3 clusters Score -1190985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1190986.250000 Penalty: 2784.422363
	Iteration 29Q: 3 clusters Score -1190986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1190986.250000 Penalty: 2784.422363
	Iteration 30F: 3 clusters Score -1190986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (37902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37902 members 
Entering Unmasked Estep 
Score: -3913848.750000 Penalty: 1568.762573
	Iteration 0F: 2 clusters Score -3913849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -3889260.750000 Penalty: 3137.525146
	Iteration 0F: 3 clusters Score -3889261 nChanged 17261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -3899042.750000 Penalty: 3137.525146
	Iteration 1F: 3 clusters Score -3899043 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -3900010.750000 Penalty: 3137.525146
	Iteration 2F: 3 clusters Score -3900011 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -3901069.000000 Penalty: 3137.525146
	Iteration 3F: 3 clusters Score -3901069 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -3902227.500000 Penalty: 3137.525146
	Iteration 4F: 3 clusters Score -3902228 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23758 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -3903500.750000 Penalty: 3137.525146
	Iteration 5F: 3 clusters Score -3903501 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -3904781.000000 Penalty: 3137.525146
	Iteration 6F: 3 clusters Score -3904781 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26389 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -3905936.500000 Penalty: 3137.525146
	Iteration 7F: 3 clusters Score -3905936 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27641 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -3906938.250000 Penalty: 3137.525146
	Iteration 8Q: 3 clusters Score -3906938 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28612 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -3907704.750000 Penalty: 3137.525146
	Iteration 9Q: 3 clusters Score -3907705 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29473 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -3908367.750000 Penalty: 3137.525146
	Iteration 10Q: 3 clusters Score -3908368 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30247 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -3908943.250000 Penalty: 3137.525146
	Iteration 11Q: 3 clusters Score -3908943 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30909 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -3909412.000000 Penalty: 3137.525146
	Iteration 12Q: 3 clusters Score -3909412 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31494 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -3909812.500000 Penalty: 3137.525146
	Iteration 13Q: 3 clusters Score -3909812 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31988 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -3910140.500000 Penalty: 3137.525146
	Iteration 14Q: 3 clusters Score -3910140 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32423 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -3910393.500000 Penalty: 3137.525146
	Iteration 15Q: 3 clusters Score -3910394 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32803 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -3910571.250000 Penalty: 3137.525146
	Iteration 16Q: 3 clusters Score -3910571 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33169 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -3910741.750000 Penalty: 3137.525146
	Iteration 17Q: 3 clusters Score -3910742 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33530 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -3910892.500000 Penalty: 3137.525146
	Iteration 18Q: 3 clusters Score -3910892 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33852 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -3911032.750000 Penalty: 3137.525146
	Iteration 19Q: 3 clusters Score -3911033 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34169 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -3911155.750000 Penalty: 3137.525146
	Iteration 20F: 3 clusters Score -3911156 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34458 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -3911275.250000 Penalty: 3137.525146
	Iteration 21Q: 3 clusters Score -3911275 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34740 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -3911410.000000 Penalty: 3137.525146
	Iteration 22Q: 3 clusters Score -3911410 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35008 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -3911530.250000 Penalty: 3137.525146
	Iteration 23Q: 3 clusters Score -3911530 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35248 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -3911664.500000 Penalty: 3137.525146
	Iteration 24Q: 3 clusters Score -3911664 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35477 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -3911778.250000 Penalty: 3137.525146
	Iteration 25Q: 3 clusters Score -3911778 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35675 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -3911872.250000 Penalty: 3137.525146
	Iteration 26Q: 3 clusters Score -3911872 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35875 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -3911978.250000 Penalty: 3137.525146
	Iteration 27Q: 3 clusters Score -3911978 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36058 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -3912083.750000 Penalty: 3137.525146
	Iteration 28Q: 3 clusters Score -3912084 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36215 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -3912166.000000 Penalty: 3137.525146
	Iteration 29Q: 3 clusters Score -3912166 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36349 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -3912248.000000 Penalty: 3137.525146
	Iteration 30Q: 3 clusters Score -3912248 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36468 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -3912304.750000 Penalty: 3137.525146
	Iteration 31Q: 3 clusters Score -3912305 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36568 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -3912370.000000 Penalty: 3137.525146
	Iteration 32Q: 3 clusters Score -3912370 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36658 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -3912420.500000 Penalty: 3137.525146
	Iteration 33Q: 3 clusters Score -3912420 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36725 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -3912466.000000 Penalty: 3137.525146
	Iteration 34Q: 3 clusters Score -3912466 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36790 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -3912515.250000 Penalty: 3137.525146
	Iteration 35Q: 3 clusters Score -3912515 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36853 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3912540.500000 Penalty: 3137.525146
	Iteration 36Q: 3 clusters Score -3912540 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36901 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -3912573.000000 Penalty: 3137.525146
	Iteration 37Q: 3 clusters Score -3912573 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36941 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -3912600.250000 Penalty: 3137.525146
	Iteration 38Q: 3 clusters Score -3912600 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36973 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -3912616.250000 Penalty: 3137.525146
	Iteration 39Q: 3 clusters Score -3912616 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36999 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -3912628.500000 Penalty: 3137.525146
	Iteration 40F: 3 clusters Score -3912628 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37020 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -3912640.250000 Penalty: 3137.525146
	Iteration 41Q: 3 clusters Score -3912640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37035 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -3912651.750000 Penalty: 3137.525146
	Iteration 42Q: 3 clusters Score -3912652 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37055 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3912655.750000 Penalty: 3137.525146
	Iteration 43Q: 3 clusters Score -3912656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37068 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -3912665.500000 Penalty: 3137.525146
	Iteration 44Q: 3 clusters Score -3912666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37079 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -3912667.000000 Penalty: 3137.525146
	Iteration 45Q: 3 clusters Score -3912667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37086 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -3912674.500000 Penalty: 3137.525146
	Iteration 46Q: 3 clusters Score -3912674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37095 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -3912674.500000 Penalty: 3137.525146
	Iteration 47Q: 3 clusters Score -3912674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -3912680.750000 Penalty: 3137.525146
	Iteration 48Q: 3 clusters Score -3912681 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37115 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -3912686.000000 Penalty: 3137.525146
	Iteration 49Q: 3 clusters Score -3912686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37123 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3912687.250000 Penalty: 3137.525146
	Iteration 50Q: 3 clusters Score -3912687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37128 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -3912690.500000 Penalty: 3137.525146
	Iteration 51Q: 3 clusters Score -3912690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37130 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3912690.000000 Penalty: 3137.525146
	Iteration 52Q: 3 clusters Score -3912690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37134 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -3912691.000000 Penalty: 3137.525146
	Iteration 53Q: 3 clusters Score -3912691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37137 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -3912688.500000 Penalty: 3137.525146
	Iteration 54Q: 3 clusters Score -3912688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37142 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3912693.750000 Penalty: 3137.525146
	Iteration 55Q: 3 clusters Score -3912694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37146 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3912695.750000 Penalty: 3137.525146
	Iteration 56Q: 3 clusters Score -3912696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37153 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -3912699.750000 Penalty: 3137.525146
	Iteration 57Q: 3 clusters Score -3912700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37158 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3912705.250000 Penalty: 3137.525146
	Iteration 58Q: 3 clusters Score -3912705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37164 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -3912713.000000 Penalty: 3137.525146
	Iteration 59Q: 3 clusters Score -3912713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37170 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -3912713.000000 Penalty: 3137.525146
	Iteration 60F: 3 clusters Score -3912713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37175 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3912717.500000 Penalty: 3137.525146
	Iteration 61Q: 3 clusters Score -3912718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37180 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -3912718.000000 Penalty: 3137.525146
	Iteration 62Q: 3 clusters Score -3912718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37182 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -3912720.500000 Penalty: 3137.525146
	Iteration 63Q: 3 clusters Score -3912720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37184 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -3912718.750000 Penalty: 3137.525146
	Iteration 64Q: 3 clusters Score -3912719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37185 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -3912717.750000 Penalty: 3137.525146
	Iteration 65Q: 3 clusters Score -3912718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37189 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -3912724.500000 Penalty: 3137.525146
	Iteration 66Q: 3 clusters Score -3912724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37193 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -3912727.250000 Penalty: 3137.525146
	Iteration 67Q: 3 clusters Score -3912727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37192 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -3912731.750000 Penalty: 3137.525146
	Iteration 68Q: 3 clusters Score -3912732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37194 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -3912731.000000 Penalty: 3137.525146
	Iteration 69Q: 3 clusters Score -3912731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37197 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -3912732.500000 Penalty: 3137.525146
	Iteration 70Q: 3 clusters Score -3912732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37199 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -3912732.000000 Penalty: 3137.525146
	Iteration 71Q: 3 clusters Score -3912732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37200 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -3912731.750000 Penalty: 3137.525146
	Iteration 72Q: 3 clusters Score -3912732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37200 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -3912731.750000 Penalty: 3137.525146
	Iteration 73F: 3 clusters Score -3912732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Entering Unmasked Estep 
Score: -526239.625000 Penalty: 1268.248535
	Iteration 0F: 2 clusters Score -526239.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -522487.468750 Penalty: 2536.497070
	Iteration 0F: 3 clusters Score -522487.5 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -523575.625000 Penalty: 2536.497070
	Iteration 1F: 3 clusters Score -523575.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -523837.968750 Penalty: 2536.497070
	Iteration 2F: 3 clusters Score -523838 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -523996.468750 Penalty: 2536.497070
	Iteration 3F: 3 clusters Score -523996.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -524105.937500 Penalty: 2536.497070
	Iteration 4Q: 3 clusters Score -524105.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -524186.437500 Penalty: 2536.497070
	Iteration 5Q: 3 clusters Score -524186.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -524246.406250 Penalty: 2536.497070
	Iteration 6Q: 3 clusters Score -524246.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -524289.250000 Penalty: 2536.497070
	Iteration 7Q: 3 clusters Score -524289.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -524324.500000 Penalty: 2536.497070
	Iteration 8Q: 3 clusters Score -524324.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -524357.750000 Penalty: 2536.497070
	Iteration 9Q: 3 clusters Score -524357.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -524384.937500 Penalty: 2536.497070
	Iteration 10Q: 3 clusters Score -524384.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -524412.812500 Penalty: 2536.497070
	Iteration 11Q: 3 clusters Score -524412.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -524455.062500 Penalty: 2536.497070
	Iteration 12Q: 3 clusters Score -524455.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -524486.937500 Penalty: 2536.497070
	Iteration 13Q: 3 clusters Score -524486.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -524515.312500 Penalty: 2536.497070
	Iteration 14Q: 3 clusters Score -524515.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -524545.125000 Penalty: 2536.497070
	Iteration 15Q: 3 clusters Score -524545.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -524582.875000 Penalty: 2536.497070
	Iteration 16Q: 3 clusters Score -524582.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -524626.812500 Penalty: 2536.497070
	Iteration 17Q: 3 clusters Score -524626.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -524675.437500 Penalty: 2536.497070
	Iteration 18Q: 3 clusters Score -524675.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -524722.125000 Penalty: 2536.497070
	Iteration 19Q: 3 clusters Score -524722.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -524768.375000 Penalty: 2536.497070
	Iteration 20F: 3 clusters Score -524768.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -524804.687500 Penalty: 2536.497070
	Iteration 21Q: 3 clusters Score -524804.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -524843.687500 Penalty: 2536.497070
	Iteration 22Q: 3 clusters Score -524843.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -524877.500000 Penalty: 2536.497070
	Iteration 23Q: 3 clusters Score -524877.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -524906.000000 Penalty: 2536.497070
	Iteration 24Q: 3 clusters Score -524906 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -524935.500000 Penalty: 2536.497070
	Iteration 25Q: 3 clusters Score -524935.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -524968.875000 Penalty: 2536.497070
	Iteration 26Q: 3 clusters Score -524968.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -525013.062500 Penalty: 2536.497070
	Iteration 27Q: 3 clusters Score -525013.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -525059.875000 Penalty: 2536.497070
	Iteration 28Q: 3 clusters Score -525059.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -525100.562500 Penalty: 2536.497070
	Iteration 29Q: 3 clusters Score -525100.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -525130.500000 Penalty: 2536.497070
	Iteration 30Q: 3 clusters Score -525130.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -525155.000000 Penalty: 2536.497070
	Iteration 31Q: 3 clusters Score -525155 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -525172.062500 Penalty: 2536.497070
	Iteration 32Q: 3 clusters Score -525172.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -525181.875000 Penalty: 2536.497070
	Iteration 33Q: 3 clusters Score -525181.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -525194.562500 Penalty: 2536.497070
	Iteration 34Q: 3 clusters Score -525194.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -525202.750000 Penalty: 2536.497070
	Iteration 35Q: 3 clusters Score -525202.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -525206.312500 Penalty: 2536.497070
	Iteration 36Q: 3 clusters Score -525206.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -525206.562500 Penalty: 2536.497070
	Iteration 37Q: 3 clusters Score -525206.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -525206.812500 Penalty: 2536.497070
	Iteration 38Q: 3 clusters Score -525206.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -525208.437500 Penalty: 2536.497070
	Iteration 39Q: 3 clusters Score -525208.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -525209.687500 Penalty: 2536.497070
	Iteration 40F: 3 clusters Score -525209.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -525213.875000 Penalty: 2536.497070
	Iteration 41Q: 3 clusters Score -525213.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -525219.875000 Penalty: 2536.497070
	Iteration 42Q: 3 clusters Score -525219.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -525225.500000 Penalty: 2536.497070
	Iteration 43Q: 3 clusters Score -525225.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -525231.187500 Penalty: 2536.497070
	Iteration 44Q: 3 clusters Score -525231.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -525234.500000 Penalty: 2536.497070
	Iteration 45Q: 3 clusters Score -525234.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -525238.500000 Penalty: 2536.497070
	Iteration 46Q: 3 clusters Score -525238.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -525239.625000 Penalty: 2536.497070
	Iteration 47Q: 3 clusters Score -525239.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -525240.562500 Penalty: 2536.497070
	Iteration 48Q: 3 clusters Score -525240.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -525243.125000 Penalty: 2536.497070
	Iteration 49Q: 3 clusters Score -525243.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -525243.937500 Penalty: 2536.497070
	Iteration 50Q: 3 clusters Score -525243.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -525245.312500 Penalty: 2536.497070
	Iteration 51Q: 3 clusters Score -525245.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -525247.062500 Penalty: 2536.497070
	Iteration 52Q: 3 clusters Score -525247.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -525248.500000 Penalty: 2536.497070
	Iteration 53Q: 3 clusters Score -525248.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -525249.750000 Penalty: 2536.497070
	Iteration 54Q: 3 clusters Score -525249.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -525249.750000 Penalty: 2536.497070
	Iteration 55F: 3 clusters Score -525249.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Entering Unmasked Estep 
Score: -1215047.125000 Penalty: 1392.120972
	Iteration 0F: 2 clusters Score -1215047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1207334.125000 Penalty: 2784.241943
	Iteration 0F: 3 clusters Score -1207334 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1209975.375000 Penalty: 2784.241943
	Iteration 1F: 3 clusters Score -1209975 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1210304.750000 Penalty: 2784.241943
	Iteration 2F: 3 clusters Score -1210305 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1210572.875000 Penalty: 2784.241943
	Iteration 3F: 3 clusters Score -1210573 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1210804.250000 Penalty: 2784.241943
	Iteration 4Q: 3 clusters Score -1210804 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1210992.500000 Penalty: 2784.241943
	Iteration 5Q: 3 clusters Score -1210992 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1211171.125000 Penalty: 2784.241943
	Iteration 6Q: 3 clusters Score -1211171 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1211394.625000 Penalty: 2784.241943
	Iteration 7Q: 3 clusters Score -1211395 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1211600.625000 Penalty: 2784.241943
	Iteration 8Q: 3 clusters Score -1211601 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1211803.750000 Penalty: 2784.241943
	Iteration 9Q: 3 clusters Score -1211804 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1211985.750000 Penalty: 2784.241943
	Iteration 10Q: 3 clusters Score -1211986 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1212146.625000 Penalty: 2784.241943
	Iteration 11Q: 3 clusters Score -1212147 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1212292.875000 Penalty: 2784.241943
	Iteration 12Q: 3 clusters Score -1212293 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1212424.250000 Penalty: 2784.241943
	Iteration 13Q: 3 clusters Score -1212424 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1212530.625000 Penalty: 2784.241943
	Iteration 14Q: 3 clusters Score -1212531 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1212627.125000 Penalty: 2784.241943
	Iteration 15Q: 3 clusters Score -1212627 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1212720.750000 Penalty: 2784.241943
	Iteration 16Q: 3 clusters Score -1212721 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1212804.250000 Penalty: 2784.241943
	Iteration 17Q: 3 clusters Score -1212804 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1212872.000000 Penalty: 2784.241943
	Iteration 18Q: 3 clusters Score -1212872 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1212944.375000 Penalty: 2784.241943
	Iteration 19Q: 3 clusters Score -1212944 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1213002.500000 Penalty: 2784.241943
	Iteration 20F: 3 clusters Score -1213002 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1213069.750000 Penalty: 2784.241943
	Iteration 21Q: 3 clusters Score -1213070 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1213126.625000 Penalty: 2784.241943
	Iteration 22Q: 3 clusters Score -1213127 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1213187.125000 Penalty: 2784.241943
	Iteration 23Q: 3 clusters Score -1213187 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1213242.375000 Penalty: 2784.241943
	Iteration 24Q: 3 clusters Score -1213242 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1213302.750000 Penalty: 2784.241943
	Iteration 25Q: 3 clusters Score -1213303 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1213357.625000 Penalty: 2784.241943
	Iteration 26Q: 3 clusters Score -1213358 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1213415.125000 Penalty: 2784.241943
	Iteration 27Q: 3 clusters Score -1213415 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1213475.125000 Penalty: 2784.241943
	Iteration 28Q: 3 clusters Score -1213475 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1213538.500000 Penalty: 2784.241943
	Iteration 29Q: 3 clusters Score -1213538 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1213603.375000 Penalty: 2784.241943
	Iteration 30Q: 3 clusters Score -1213603 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1213650.625000 Penalty: 2784.241943
	Iteration 31Q: 3 clusters Score -1213651 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1213691.625000 Penalty: 2784.241943
	Iteration 32Q: 3 clusters Score -1213692 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1213731.250000 Penalty: 2784.241943
	Iteration 33Q: 3 clusters Score -1213731 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1213763.000000 Penalty: 2784.241943
	Iteration 34Q: 3 clusters Score -1213763 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1213791.625000 Penalty: 2784.241943
	Iteration 35Q: 3 clusters Score -1213792 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1213837.250000 Penalty: 2784.241943
	Iteration 36Q: 3 clusters Score -1213837 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1213875.125000 Penalty: 2784.241943
	Iteration 37Q: 3 clusters Score -1213875 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1213908.500000 Penalty: 2784.241943
	Iteration 38Q: 3 clusters Score -1213908 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1213940.250000 Penalty: 2784.241943
	Iteration 39Q: 3 clusters Score -1213940 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1213962.625000 Penalty: 2784.241943
	Iteration 40F: 3 clusters Score -1213963 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1213975.250000 Penalty: 2784.241943
	Iteration 41Q: 3 clusters Score -1213975 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1213988.750000 Penalty: 2784.241943
	Iteration 42Q: 3 clusters Score -1213989 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1213999.625000 Penalty: 2784.241943
	Iteration 43Q: 3 clusters Score -1214000 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1214014.125000 Penalty: 2784.241943
	Iteration 44Q: 3 clusters Score -1214014 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1214021.875000 Penalty: 2784.241943
	Iteration 45Q: 3 clusters Score -1214022 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1214027.250000 Penalty: 2784.241943
	Iteration 46Q: 3 clusters Score -1214027 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1214034.500000 Penalty: 2784.241943
	Iteration 47Q: 3 clusters Score -1214034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1214042.250000 Penalty: 2784.241943
	Iteration 48Q: 3 clusters Score -1214042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1214045.875000 Penalty: 2784.241943
	Iteration 49Q: 3 clusters Score -1214046 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1214050.125000 Penalty: 2784.241943
	Iteration 50Q: 3 clusters Score -1214050 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1214055.000000 Penalty: 2784.241943
	Iteration 51Q: 3 clusters Score -1214055 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1214061.750000 Penalty: 2784.241943
	Iteration 52Q: 3 clusters Score -1214062 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1214072.625000 Penalty: 2784.241943
	Iteration 53Q: 3 clusters Score -1214073 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1214079.375000 Penalty: 2784.241943
	Iteration 54Q: 3 clusters Score -1214079 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1214084.375000 Penalty: 2784.241943
	Iteration 55Q: 3 clusters Score -1214084 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1214094.625000 Penalty: 2784.241943
	Iteration 56Q: 3 clusters Score -1214095 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1214100.000000 Penalty: 2784.241943
	Iteration 57Q: 3 clusters Score -1214100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1214102.750000 Penalty: 2784.241943
	Iteration 58Q: 3 clusters Score -1214103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1214102.250000 Penalty: 2784.241943
	Iteration 59Q: 3 clusters Score -1214102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1214104.375000 Penalty: 2784.241943
	Iteration 60F: 3 clusters Score -1214104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1214103.250000 Penalty: 2784.241943
	Iteration 61Q: 3 clusters Score -1214103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1214103.500000 Penalty: 2784.241943
	Iteration 62Q: 3 clusters Score -1214104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1214105.250000 Penalty: 2784.241943
	Iteration 63Q: 3 clusters Score -1214105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1214106.250000 Penalty: 2784.241943
	Iteration 64Q: 3 clusters Score -1214106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1214106.125000 Penalty: 2784.241943
	Iteration 65Q: 3 clusters Score -1214106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1214110.000000 Penalty: 2784.241943
	Iteration 66Q: 3 clusters Score -1214110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1214118.125000 Penalty: 2784.241943
	Iteration 67Q: 3 clusters Score -1214118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1214121.625000 Penalty: 2784.241943
	Iteration 68Q: 3 clusters Score -1214122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1214130.250000 Penalty: 2784.241943
	Iteration 69Q: 3 clusters Score -1214130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1214133.000000 Penalty: 2784.241943
	Iteration 70Q: 3 clusters Score -1214133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1214135.500000 Penalty: 2784.241943
	Iteration 71Q: 3 clusters Score -1214136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1214139.250000 Penalty: 2784.241943
	Iteration 72Q: 3 clusters Score -1214139 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1214144.500000 Penalty: 2784.241943
	Iteration 73Q: 3 clusters Score -1214144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1214148.750000 Penalty: 2784.241943
	Iteration 74Q: 3 clusters Score -1214149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1214149.000000 Penalty: 2784.241943
	Iteration 75Q: 3 clusters Score -1214149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1214148.750000 Penalty: 2784.241943
	Iteration 76Q: 3 clusters Score -1214149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1214150.750000 Penalty: 2784.241943
	Iteration 77Q: 3 clusters Score -1214151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1214151.375000 Penalty: 2784.241943
	Iteration 78Q: 3 clusters Score -1214151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1214151.125000 Penalty: 2784.241943
	Iteration 79Q: 3 clusters Score -1214151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1214150.875000 Penalty: 2784.241943
	Iteration 80F: 3 clusters Score -1214151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1214151.375000 Penalty: 2784.241943
	Iteration 81Q: 3 clusters Score -1214151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1214154.125000 Penalty: 2784.241943
	Iteration 82Q: 3 clusters Score -1214154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1214154.875000 Penalty: 2784.241943
	Iteration 83Q: 3 clusters Score -1214155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1214155.625000 Penalty: 2784.241943
	Iteration 84Q: 3 clusters Score -1214156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1214156.500000 Penalty: 2784.241943
	Iteration 85Q: 3 clusters Score -1214156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1214157.500000 Penalty: 2784.241943
	Iteration 86Q: 3 clusters Score -1214158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1214159.375000 Penalty: 2784.241943
	Iteration 87Q: 3 clusters Score -1214159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1214160.250000 Penalty: 2784.241943
	Iteration 88Q: 3 clusters Score -1214160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1214160.750000 Penalty: 2784.241943
	Iteration 89Q: 3 clusters Score -1214161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1214160.000000 Penalty: 2784.241943
	Iteration 90Q: 3 clusters Score -1214160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1214161.125000 Penalty: 2784.241943
	Iteration 91Q: 3 clusters Score -1214161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1214162.000000 Penalty: 2784.241943
	Iteration 92Q: 3 clusters Score -1214162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1214163.500000 Penalty: 2784.241943
	Iteration 93Q: 3 clusters Score -1214164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1214162.250000 Penalty: 2784.241943
	Iteration 94Q: 3 clusters Score -1214162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1214163.625000 Penalty: 2784.241943
	Iteration 95Q: 3 clusters Score -1214164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1214164.250000 Penalty: 2784.241943
	Iteration 96Q: 3 clusters Score -1214164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1214166.875000 Penalty: 2784.241943
	Iteration 97Q: 3 clusters Score -1214167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1214166.875000 Penalty: 2784.241943
	Iteration 98Q: 3 clusters Score -1214167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1214166.875000 Penalty: 2784.241943
	Iteration 99Q: 3 clusters Score -1214167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1214169.375000 Penalty: 2784.241943
	Iteration 100F: 3 clusters Score -1214169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1214170.125000 Penalty: 2784.241943
	Iteration 101Q: 3 clusters Score -1214170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1214171.625000 Penalty: 2784.241943
	Iteration 102Q: 3 clusters Score -1214172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1214172.750000 Penalty: 2784.241943
	Iteration 103Q: 3 clusters Score -1214173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1214175.625000 Penalty: 2784.241943
	Iteration 104Q: 3 clusters Score -1214176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1214175.875000 Penalty: 2784.241943
	Iteration 105Q: 3 clusters Score -1214176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1214177.000000 Penalty: 2784.241943
	Iteration 106Q: 3 clusters Score -1214177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1214177.625000 Penalty: 2784.241943
	Iteration 107Q: 3 clusters Score -1214178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1214177.750000 Penalty: 2784.241943
	Iteration 108Q: 3 clusters Score -1214178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1214178.500000 Penalty: 2784.241943
	Iteration 109Q: 3 clusters Score -1214178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1214179.375000 Penalty: 2784.241943
	Iteration 110Q: 3 clusters Score -1214179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1214180.125000 Penalty: 2784.241943
	Iteration 111Q: 3 clusters Score -1214180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1214182.750000 Penalty: 2784.241943
	Iteration 112Q: 3 clusters Score -1214183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1214183.375000 Penalty: 2784.241943
	Iteration 113Q: 3 clusters Score -1214183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1214183.375000 Penalty: 2784.241943
	Iteration 114F: 3 clusters Score -1214183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (51051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51051 members 
Entering Unmasked Estep 
Score: -5099725.000000 Penalty: 1613.078369
	Iteration 0F: 2 clusters Score -5099725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 25575 members 
Entering Unmasked Estep 
Score: -5066513.000000 Penalty: 3226.156738
	Iteration 0F: 3 clusters Score -5066513 nChanged 23719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 26554 members 
Entering Unmasked Estep 
Score: -5080064.000000 Penalty: 3226.156738
	Iteration 1F: 3 clusters Score -5080064 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 27297 members 
Entering Unmasked Estep 
Score: -5081152.000000 Penalty: 3226.156738
	Iteration 2F: 3 clusters Score -5081152 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 28318 members 
Entering Unmasked Estep 
Score: -5082367.500000 Penalty: 3226.156738
	Iteration 3F: 3 clusters Score -5082368 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 29606 members 
Entering Unmasked Estep 
Score: -5083737.500000 Penalty: 3226.156738
	Iteration 4F: 3 clusters Score -5083738 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 31194 members 
Entering Unmasked Estep 
Score: -5085195.000000 Penalty: 3226.156738
	Iteration 5F: 3 clusters Score -5085195 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 32943 members 
Entering Unmasked Estep 
Score: -5086585.500000 Penalty: 3226.156738
	Iteration 6F: 3 clusters Score -5086586 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 34871 members 
Entering Unmasked Estep 
Score: -5088041.500000 Penalty: 3226.156738
	Iteration 7F: 3 clusters Score -5088042 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 36963 members 
Entering Unmasked Estep 
Score: -5089317.000000 Penalty: 3226.156738
	Iteration 8Q: 3 clusters Score -5089317 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 39113 members 
Entering Unmasked Estep 
Score: -5090631.000000 Penalty: 3226.156738
	Iteration 9Q: 3 clusters Score -5090631 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 41223 members 
Entering Unmasked Estep 
Score: -5091923.000000 Penalty: 3226.156738
	Iteration 10Q: 3 clusters Score -5091923 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 43280 members 
Entering Unmasked Estep 
Score: -5093320.500000 Penalty: 3226.156738
	Iteration 11Q: 3 clusters Score -5093320 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 45217 members 
Entering Unmasked Estep 
Score: -5094629.000000 Penalty: 3226.156738
	Iteration 12Q: 3 clusters Score -5094629 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 46889 members 
Entering Unmasked Estep 
Score: -5095827.000000 Penalty: 3226.156738
	Iteration 13Q: 3 clusters Score -5095827 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 48180 members 
Entering Unmasked Estep 
Score: -5096784.500000 Penalty: 3226.156738
	Iteration 14Q: 3 clusters Score -5096784 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 49095 members 
Entering Unmasked Estep 
Score: -5097437.500000 Penalty: 3226.156738
	Iteration 15Q: 3 clusters Score -5097438 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 49656 members 
Entering Unmasked Estep 
Score: -5097824.500000 Penalty: 3226.156738
	Iteration 16Q: 3 clusters Score -5097824 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 49972 members 
Entering Unmasked Estep 
Score: -5098064.500000 Penalty: 3226.156738
	Iteration 17Q: 3 clusters Score -5098064 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 50165 members 
Entering Unmasked Estep 
Score: -5098206.500000 Penalty: 3226.156738
	Iteration 18Q: 3 clusters Score -5098206 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 50289 members 
Entering Unmasked Estep 
Score: -5098292.000000 Penalty: 3226.156738
	Iteration 19Q: 3 clusters Score -5098292 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 50352 members 
Entering Unmasked Estep 
Score: -5098349.000000 Penalty: 3226.156738
	Iteration 20F: 3 clusters Score -5098349 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 50402 members 
Entering Unmasked Estep 
Score: -5098385.500000 Penalty: 3226.156738
	Iteration 21Q: 3 clusters Score -5098386 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 50432 members 
Entering Unmasked Estep 
Score: -5098406.500000 Penalty: 3226.156738
	Iteration 22Q: 3 clusters Score -5098406 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 50450 members 
Entering Unmasked Estep 
Score: -5098418.000000 Penalty: 3226.156738
	Iteration 23Q: 3 clusters Score -5098418 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 50468 members 
Entering Unmasked Estep 
Score: -5098436.500000 Penalty: 3226.156738
	Iteration 24Q: 3 clusters Score -5098436 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 50486 members 
Entering Unmasked Estep 
Score: -5098446.000000 Penalty: 3226.156738
	Iteration 25Q: 3 clusters Score -5098446 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 50501 members 
Entering Unmasked Estep 
Score: -5098454.000000 Penalty: 3226.156738
	Iteration 26Q: 3 clusters Score -5098454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 50512 members 
Entering Unmasked Estep 
Score: -5098473.000000 Penalty: 3226.156738
	Iteration 27Q: 3 clusters Score -5098473 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 50524 members 
Entering Unmasked Estep 
Score: -5098480.500000 Penalty: 3226.156738
	Iteration 28Q: 3 clusters Score -5098480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 50533 members 
Entering Unmasked Estep 
Score: -5098487.000000 Penalty: 3226.156738
	Iteration 29Q: 3 clusters Score -5098487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 50537 members 
Entering Unmasked Estep 
Score: -5098490.500000 Penalty: 3226.156738
	Iteration 30Q: 3 clusters Score -5098490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 50542 members 
Entering Unmasked Estep 
Score: -5098490.000000 Penalty: 3226.156738
	Iteration 31Q: 3 clusters Score -5098490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 50546 members 
Entering Unmasked Estep 
Score: -5098497.000000 Penalty: 3226.156738
	Iteration 32Q: 3 clusters Score -5098497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 50548 members 
Entering Unmasked Estep 
Score: -5098490.500000 Penalty: 3226.156738
	Iteration 33Q: 3 clusters Score -5098490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 50550 members 
Entering Unmasked Estep 
Score: -5098498.500000 Penalty: 3226.156738
	Iteration 34Q: 3 clusters Score -5098498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 50554 members 
Entering Unmasked Estep 
Score: -5098492.500000 Penalty: 3226.156738
	Iteration 35Q: 3 clusters Score -5098492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 50556 members 
Entering Unmasked Estep 
Score: -5098494.500000 Penalty: 3226.156738
	Iteration 36Q: 3 clusters Score -5098494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 50558 members 
Entering Unmasked Estep 
Score: -5098496.000000 Penalty: 3226.156738
	Iteration 37Q: 3 clusters Score -5098496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 50559 members 
Entering Unmasked Estep 
Score: -5098497.500000 Penalty: 3226.156738
	Iteration 38Q: 3 clusters Score -5098498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 50558 members 
Entering Unmasked Estep 
Score: -5098500.500000 Penalty: 3226.156738
	Iteration 39Q: 3 clusters Score -5098500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 50561 members 
Entering Unmasked Estep 
Score: -5098495.500000 Penalty: 3226.156738
	Iteration 40F: 3 clusters Score -5098496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 50566 members 
Entering Unmasked Estep 
Score: -5098513.500000 Penalty: 3226.156738
	Iteration 41Q: 3 clusters Score -5098514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 50571 members 
Entering Unmasked Estep 
Score: -5098516.000000 Penalty: 3226.156738
	Iteration 42Q: 3 clusters Score -5098516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 50576 members 
Entering Unmasked Estep 
Score: -5098525.500000 Penalty: 3226.156738
	Iteration 43Q: 3 clusters Score -5098526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 50579 members 
Entering Unmasked Estep 
Score: -5098525.000000 Penalty: 3226.156738
	Iteration 44Q: 3 clusters Score -5098525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 50578 members 
Entering Unmasked Estep 
Score: -5098523.500000 Penalty: 3226.156738
	Iteration 45Q: 3 clusters Score -5098524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 50578 members 
Entering Unmasked Estep 
Score: -5098523.500000 Penalty: 3226.156738
	Iteration 46F: 3 clusters Score -5098524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (40154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40154 members 
Entering Unmasked Estep 
Score: -4161279.500000 Penalty: 1577.351074
	Iteration 0F: 2 clusters Score -4161280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -4135201.250000 Penalty: 3154.702148
	Iteration 0F: 3 clusters Score -4135201 nChanged 18315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -4145426.000000 Penalty: 3154.702148
	Iteration 1F: 3 clusters Score -4145426 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -4146174.250000 Penalty: 3154.702148
	Iteration 2Q: 3 clusters Score -4146174 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 22775 members 
Entering Unmasked Estep 
Score: -4146976.250000 Penalty: 3154.702148
	Iteration 3Q: 3 clusters Score -4146976 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -4148019.000000 Penalty: 3154.702148
	Iteration 4F: 3 clusters Score -4148019 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 26146 members 
Entering Unmasked Estep 
Score: -4149408.750000 Penalty: 3154.702148
	Iteration 5F: 3 clusters Score -4149409 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 28333 members 
Entering Unmasked Estep 
Score: -4151114.500000 Penalty: 3154.702148
	Iteration 6F: 3 clusters Score -4151114 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 30677 members 
Entering Unmasked Estep 
Score: -4153033.500000 Penalty: 3154.702148
	Iteration 7F: 3 clusters Score -4153034 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 32837 members 
Entering Unmasked Estep 
Score: -4154810.250000 Penalty: 3154.702148
	Iteration 8F: 3 clusters Score -4154810 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 34660 members 
Entering Unmasked Estep 
Score: -4156271.000000 Penalty: 3154.702148
	Iteration 9Q: 3 clusters Score -4156271 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 36100 members 
Entering Unmasked Estep 
Score: -4157403.500000 Penalty: 3154.702148
	Iteration 10Q: 3 clusters Score -4157404 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 37178 members 
Entering Unmasked Estep 
Score: -4158236.250000 Penalty: 3154.702148
	Iteration 11Q: 3 clusters Score -4158236 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 37901 members 
Entering Unmasked Estep 
Score: -4158783.750000 Penalty: 3154.702148
	Iteration 12Q: 3 clusters Score -4158784 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 38400 members 
Entering Unmasked Estep 
Score: -4159127.500000 Penalty: 3154.702148
	Iteration 13Q: 3 clusters Score -4159128 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 38726 members 
Entering Unmasked Estep 
Score: -4159374.250000 Penalty: 3154.702148
	Iteration 14Q: 3 clusters Score -4159374 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 38951 members 
Entering Unmasked Estep 
Score: -4159549.750000 Penalty: 3154.702148
	Iteration 15Q: 3 clusters Score -4159550 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 39122 members 
Entering Unmasked Estep 
Score: -4159669.000000 Penalty: 3154.702148
	Iteration 16Q: 3 clusters Score -4159669 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 39222 members 
Entering Unmasked Estep 
Score: -4159755.500000 Penalty: 3154.702148
	Iteration 17Q: 3 clusters Score -4159756 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 39296 members 
Entering Unmasked Estep 
Score: -4159806.000000 Penalty: 3154.702148
	Iteration 18Q: 3 clusters Score -4159806 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 39350 members 
Entering Unmasked Estep 
Score: -4159848.750000 Penalty: 3154.702148
	Iteration 19Q: 3 clusters Score -4159849 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 39394 members 
Entering Unmasked Estep 
Score: -4159887.250000 Penalty: 3154.702148
	Iteration 20F: 3 clusters Score -4159887 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 39431 members 
Entering Unmasked Estep 
Score: -4159906.500000 Penalty: 3154.702148
	Iteration 21Q: 3 clusters Score -4159906 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 39459 members 
Entering Unmasked Estep 
Score: -4159931.000000 Penalty: 3154.702148
	Iteration 22Q: 3 clusters Score -4159931 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 39483 members 
Entering Unmasked Estep 
Score: -4159953.000000 Penalty: 3154.702148
	Iteration 23Q: 3 clusters Score -4159953 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 39500 members 
Entering Unmasked Estep 
Score: -4159963.500000 Penalty: 3154.702148
	Iteration 24Q: 3 clusters Score -4159964 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 39524 members 
Entering Unmasked Estep 
Score: -4159975.000000 Penalty: 3154.702148
	Iteration 25Q: 3 clusters Score -4159975 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 39540 members 
Entering Unmasked Estep 
Score: -4159988.000000 Penalty: 3154.702148
	Iteration 26Q: 3 clusters Score -4159988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 39551 members 
Entering Unmasked Estep 
Score: -4160005.250000 Penalty: 3154.702148
	Iteration 27Q: 3 clusters Score -4160005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 39557 members 
Entering Unmasked Estep 
Score: -4160003.250000 Penalty: 3154.702148
	Iteration 28Q: 3 clusters Score -4160003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 39561 members 
Entering Unmasked Estep 
Score: -4160007.000000 Penalty: 3154.702148
	Iteration 29Q: 3 clusters Score -4160007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 39564 members 
Entering Unmasked Estep 
Score: -4160009.750000 Penalty: 3154.702148
	Iteration 30Q: 3 clusters Score -4160010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 39571 members 
Entering Unmasked Estep 
Score: -4160018.750000 Penalty: 3154.702148
	Iteration 31Q: 3 clusters Score -4160019 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 39577 members 
Entering Unmasked Estep 
Score: -4160028.250000 Penalty: 3154.702148
	Iteration 32Q: 3 clusters Score -4160028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 39581 members 
Entering Unmasked Estep 
Score: -4160029.250000 Penalty: 3154.702148
	Iteration 33Q: 3 clusters Score -4160029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 39585 members 
Entering Unmasked Estep 
Score: -4160028.000000 Penalty: 3154.702148
	Iteration 34Q: 3 clusters Score -4160028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 39586 members 
Entering Unmasked Estep 
Score: -4160026.000000 Penalty: 3154.702148
	Iteration 35Q: 3 clusters Score -4160026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 39589 members 
Entering Unmasked Estep 
Score: -4160031.750000 Penalty: 3154.702148
	Iteration 36Q: 3 clusters Score -4160032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 39591 members 
Entering Unmasked Estep 
Score: -4160035.750000 Penalty: 3154.702148
	Iteration 37Q: 3 clusters Score -4160036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 39591 members 
Entering Unmasked Estep 
Score: -4160035.750000 Penalty: 3154.702148
	Iteration 38F: 3 clusters Score -4160036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (30911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30911 members 
Entering Unmasked Estep 
Score: -2932312.500000 Penalty: 1538.423462
	Iteration 0F: 2 clusters Score -2932312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -2912334.500000 Penalty: 3076.846924
	Iteration 0F: 3 clusters Score -2912334 nChanged 13956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -2919891.750000 Penalty: 3076.846924
	Iteration 1F: 3 clusters Score -2919892 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -2920381.500000 Penalty: 3076.846924
	Iteration 2Q: 3 clusters Score -2920382 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -2920828.500000 Penalty: 3076.846924
	Iteration 3Q: 3 clusters Score -2920828 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -2921199.750000 Penalty: 3076.846924
	Iteration 4Q: 3 clusters Score -2921200 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -2921642.500000 Penalty: 3076.846924
	Iteration 5Q: 3 clusters Score -2921642 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -2922185.000000 Penalty: 3076.846924
	Iteration 6Q: 3 clusters Score -2922185 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -2922873.250000 Penalty: 3076.846924
	Iteration 7Q: 3 clusters Score -2922873 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -2923747.250000 Penalty: 3076.846924
	Iteration 8Q: 3 clusters Score -2923747 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -2924855.750000 Penalty: 3076.846924
	Iteration 9F: 3 clusters Score -2924856 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -2926137.750000 Penalty: 3076.846924
	Iteration 10F: 3 clusters Score -2926138 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25764 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -2927431.250000 Penalty: 3076.846924
	Iteration 11F: 3 clusters Score -2927431 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27110 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -2928519.500000 Penalty: 3076.846924
	Iteration 12Q: 3 clusters Score -2928520 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28164 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -2929369.750000 Penalty: 3076.846924
	Iteration 13Q: 3 clusters Score -2929370 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28938 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2929971.250000 Penalty: 3076.846924
	Iteration 14Q: 3 clusters Score -2929971 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29462 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2930385.000000 Penalty: 3076.846924
	Iteration 15Q: 3 clusters Score -2930385 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29820 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2930688.000000 Penalty: 3076.846924
	Iteration 16Q: 3 clusters Score -2930688 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30048 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2930875.750000 Penalty: 3076.846924
	Iteration 17Q: 3 clusters Score -2930876 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30191 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2930977.250000 Penalty: 3076.846924
	Iteration 18Q: 3 clusters Score -2930977 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30270 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2931032.250000 Penalty: 3076.846924
	Iteration 19Q: 3 clusters Score -2931032 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30327 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2931065.250000 Penalty: 3076.846924
	Iteration 20F: 3 clusters Score -2931065 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30374 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2931102.750000 Penalty: 3076.846924
	Iteration 21Q: 3 clusters Score -2931103 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30400 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2931131.250000 Penalty: 3076.846924
	Iteration 22Q: 3 clusters Score -2931131 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30414 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2931144.750000 Penalty: 3076.846924
	Iteration 23Q: 3 clusters Score -2931145 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30429 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2931161.250000 Penalty: 3076.846924
	Iteration 24Q: 3 clusters Score -2931161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30438 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2931164.250000 Penalty: 3076.846924
	Iteration 25Q: 3 clusters Score -2931164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30444 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2931167.250000 Penalty: 3076.846924
	Iteration 26Q: 3 clusters Score -2931167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30446 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2931174.500000 Penalty: 3076.846924
	Iteration 27Q: 3 clusters Score -2931174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30448 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2931176.250000 Penalty: 3076.846924
	Iteration 28Q: 3 clusters Score -2931176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30450 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2931174.750000 Penalty: 3076.846924
	Iteration 29Q: 3 clusters Score -2931175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30451 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2931175.750000 Penalty: 3076.846924
	Iteration 30Q: 3 clusters Score -2931176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30452 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2931178.000000 Penalty: 3076.846924
	Iteration 31Q: 3 clusters Score -2931178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30453 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2931179.500000 Penalty: 3076.846924
	Iteration 32Q: 3 clusters Score -2931180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30453 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2931179.500000 Penalty: 3076.846924
	Iteration 33F: 3 clusters Score -2931180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Entering Unmasked Estep 
Score: -1304538.125000 Penalty: 1412.877319
	Iteration 0F: 2 clusters Score -1304538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1295632.000000 Penalty: 2825.754639
	Iteration 0F: 3 clusters Score -1295632 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1298752.125000 Penalty: 2825.754639
	Iteration 1F: 3 clusters Score -1298752 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1299229.125000 Penalty: 2825.754639
	Iteration 2F: 3 clusters Score -1299229 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1299697.500000 Penalty: 2825.754639
	Iteration 3F: 3 clusters Score -1299698 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1300200.875000 Penalty: 2825.754639
	Iteration 4F: 3 clusters Score -1300201 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1300726.875000 Penalty: 2825.754639
	Iteration 5F: 3 clusters Score -1300727 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1301265.875000 Penalty: 2825.754639
	Iteration 6F: 3 clusters Score -1301266 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1301822.125000 Penalty: 2825.754639
	Iteration 7F: 3 clusters Score -1301822 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1302323.375000 Penalty: 2825.754639
	Iteration 8Q: 3 clusters Score -1302323 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1302723.375000 Penalty: 2825.754639
	Iteration 9Q: 3 clusters Score -1302723 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1303024.375000 Penalty: 2825.754639
	Iteration 10Q: 3 clusters Score -1303024 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1303220.750000 Penalty: 2825.754639
	Iteration 11Q: 3 clusters Score -1303221 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1303353.875000 Penalty: 2825.754639
	Iteration 12Q: 3 clusters Score -1303354 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1303457.125000 Penalty: 2825.754639
	Iteration 13Q: 3 clusters Score -1303457 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1303534.625000 Penalty: 2825.754639
	Iteration 14Q: 3 clusters Score -1303535 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1303609.375000 Penalty: 2825.754639
	Iteration 15Q: 3 clusters Score -1303609 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1303673.625000 Penalty: 2825.754639
	Iteration 16Q: 3 clusters Score -1303674 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1303721.875000 Penalty: 2825.754639
	Iteration 17Q: 3 clusters Score -1303722 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1303778.500000 Penalty: 2825.754639
	Iteration 18Q: 3 clusters Score -1303778 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1303832.375000 Penalty: 2825.754639
	Iteration 19Q: 3 clusters Score -1303832 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1303889.750000 Penalty: 2825.754639
	Iteration 20F: 3 clusters Score -1303890 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1303963.875000 Penalty: 2825.754639
	Iteration 21Q: 3 clusters Score -1303964 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1304015.875000 Penalty: 2825.754639
	Iteration 22Q: 3 clusters Score -1304016 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1304055.000000 Penalty: 2825.754639
	Iteration 23Q: 3 clusters Score -1304055 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1304082.000000 Penalty: 2825.754639
	Iteration 24Q: 3 clusters Score -1304082 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1304094.750000 Penalty: 2825.754639
	Iteration 25Q: 3 clusters Score -1304095 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1304118.125000 Penalty: 2825.754639
	Iteration 26Q: 3 clusters Score -1304118 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1304123.500000 Penalty: 2825.754639
	Iteration 27Q: 3 clusters Score -1304124 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1304130.875000 Penalty: 2825.754639
	Iteration 28Q: 3 clusters Score -1304131 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1304134.250000 Penalty: 2825.754639
	Iteration 29Q: 3 clusters Score -1304134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1304137.750000 Penalty: 2825.754639
	Iteration 30Q: 3 clusters Score -1304138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1304142.500000 Penalty: 2825.754639
	Iteration 31Q: 3 clusters Score -1304142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1304143.125000 Penalty: 2825.754639
	Iteration 32Q: 3 clusters Score -1304143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1304142.750000 Penalty: 2825.754639
	Iteration 33Q: 3 clusters Score -1304143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1304144.000000 Penalty: 2825.754639
	Iteration 34Q: 3 clusters Score -1304144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1304145.125000 Penalty: 2825.754639
	Iteration 35Q: 3 clusters Score -1304145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1304147.875000 Penalty: 2825.754639
	Iteration 36Q: 3 clusters Score -1304148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1304148.250000 Penalty: 2825.754639
	Iteration 37Q: 3 clusters Score -1304148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1304147.375000 Penalty: 2825.754639
	Iteration 38Q: 3 clusters Score -1304147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1304147.375000 Penalty: 2825.754639
	Iteration 39F: 3 clusters Score -1304147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Entering Unmasked Estep 
Score: -143681.765625 Penalty: 1092.316406
	Iteration 0F: 2 clusters Score -143681.8 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 786 members 
Entering Unmasked Estep 
Score: -142082.812500 Penalty: 2184.632812
	Iteration 0F: 3 clusters Score -142082.8 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -142435.312500 Penalty: 2184.632812
	Iteration 1F: 3 clusters Score -142435.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -142520.843750 Penalty: 2184.632812
	Iteration 2F: 3 clusters Score -142520.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -142577.156250 Penalty: 2184.632812
	Iteration 3Q: 3 clusters Score -142577.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -142606.328125 Penalty: 2184.632812
	Iteration 4Q: 3 clusters Score -142606.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -142620.859375 Penalty: 2184.632812
	Iteration 5Q: 3 clusters Score -142620.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -142632.812500 Penalty: 2184.632812
	Iteration 6Q: 3 clusters Score -142632.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -142640.828125 Penalty: 2184.632812
	Iteration 7Q: 3 clusters Score -142640.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -142651.062500 Penalty: 2184.632812
	Iteration 8Q: 3 clusters Score -142651.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -142666.921875 Penalty: 2184.632812
	Iteration 9Q: 3 clusters Score -142666.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -142684.078125 Penalty: 2184.632812
	Iteration 10Q: 3 clusters Score -142684.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -142697.875000 Penalty: 2184.632812
	Iteration 11Q: 3 clusters Score -142697.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -142705.640625 Penalty: 2184.632812
	Iteration 12Q: 3 clusters Score -142705.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -142709.796875 Penalty: 2184.632812
	Iteration 13Q: 3 clusters Score -142709.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -142711.687500 Penalty: 2184.632812
	Iteration 14Q: 3 clusters Score -142711.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -142713.000000 Penalty: 2184.632812
	Iteration 15Q: 3 clusters Score -142713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -142713.000000 Penalty: 2184.632812
	Iteration 16F: 3 clusters Score -142713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Entering Unmasked Estep 
Score: -1261891.125000 Penalty: 1402.759033
	Iteration 0F: 2 clusters Score -1261891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1253636.000000 Penalty: 2805.518066
	Iteration 0F: 3 clusters Score -1253636 nChanged 5303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1256365.500000 Penalty: 2805.518066
	Iteration 1F: 3 clusters Score -1256366 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1256701.500000 Penalty: 2805.518066
	Iteration 2F: 3 clusters Score -1256702 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1256979.250000 Penalty: 2805.518066
	Iteration 3F: 3 clusters Score -1256979 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1257212.875000 Penalty: 2805.518066
	Iteration 4Q: 3 clusters Score -1257213 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1257386.375000 Penalty: 2805.518066
	Iteration 5Q: 3 clusters Score -1257386 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1257539.125000 Penalty: 2805.518066
	Iteration 6Q: 3 clusters Score -1257539 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1257688.625000 Penalty: 2805.518066
	Iteration 7Q: 3 clusters Score -1257689 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1257841.875000 Penalty: 2805.518066
	Iteration 8Q: 3 clusters Score -1257842 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1258014.250000 Penalty: 2805.518066
	Iteration 9Q: 3 clusters Score -1258014 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1258196.750000 Penalty: 2805.518066
	Iteration 10Q: 3 clusters Score -1258197 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1258391.250000 Penalty: 2805.518066
	Iteration 11Q: 3 clusters Score -1258391 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1258572.625000 Penalty: 2805.518066
	Iteration 12Q: 3 clusters Score -1258573 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1258754.000000 Penalty: 2805.518066
	Iteration 13Q: 3 clusters Score -1258754 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1258972.750000 Penalty: 2805.518066
	Iteration 14Q: 3 clusters Score -1258973 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1259214.000000 Penalty: 2805.518066
	Iteration 15Q: 3 clusters Score -1259214 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1259416.875000 Penalty: 2805.518066
	Iteration 16Q: 3 clusters Score -1259417 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1259554.125000 Penalty: 2805.518066
	Iteration 17Q: 3 clusters Score -1259554 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1259633.000000 Penalty: 2805.518066
	Iteration 18Q: 3 clusters Score -1259633 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1259680.625000 Penalty: 2805.518066
	Iteration 19Q: 3 clusters Score -1259681 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1259723.375000 Penalty: 2805.518066
	Iteration 20F: 3 clusters Score -1259723 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1259755.875000 Penalty: 2805.518066
	Iteration 21Q: 3 clusters Score -1259756 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1259790.500000 Penalty: 2805.518066
	Iteration 22Q: 3 clusters Score -1259790 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1259807.375000 Penalty: 2805.518066
	Iteration 23Q: 3 clusters Score -1259807 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1259826.250000 Penalty: 2805.518066
	Iteration 24Q: 3 clusters Score -1259826 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1259851.625000 Penalty: 2805.518066
	Iteration 25Q: 3 clusters Score -1259852 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1259862.250000 Penalty: 2805.518066
	Iteration 26Q: 3 clusters Score -1259862 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1259872.000000 Penalty: 2805.518066
	Iteration 27Q: 3 clusters Score -1259872 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1259885.250000 Penalty: 2805.518066
	Iteration 28Q: 3 clusters Score -1259885 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1259899.500000 Penalty: 2805.518066
	Iteration 29Q: 3 clusters Score -1259900 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1259906.750000 Penalty: 2805.518066
	Iteration 30Q: 3 clusters Score -1259907 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1259913.000000 Penalty: 2805.518066
	Iteration 31Q: 3 clusters Score -1259913 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1259922.875000 Penalty: 2805.518066
	Iteration 32Q: 3 clusters Score -1259923 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1259938.375000 Penalty: 2805.518066
	Iteration 33Q: 3 clusters Score -1259938 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1259950.625000 Penalty: 2805.518066
	Iteration 34Q: 3 clusters Score -1259951 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1259965.250000 Penalty: 2805.518066
	Iteration 35Q: 3 clusters Score -1259965 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1259977.875000 Penalty: 2805.518066
	Iteration 36Q: 3 clusters Score -1259978 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1259984.500000 Penalty: 2805.518066
	Iteration 37Q: 3 clusters Score -1259984 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1259992.125000 Penalty: 2805.518066
	Iteration 38Q: 3 clusters Score -1259992 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1259995.375000 Penalty: 2805.518066
	Iteration 39Q: 3 clusters Score -1259995 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1259998.500000 Penalty: 2805.518066
	Iteration 40F: 3 clusters Score -1259998 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1260004.250000 Penalty: 2805.518066
	Iteration 41Q: 3 clusters Score -1260004 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1260012.250000 Penalty: 2805.518066
	Iteration 42Q: 3 clusters Score -1260012 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1260014.125000 Penalty: 2805.518066
	Iteration 43Q: 3 clusters Score -1260014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1260017.375000 Penalty: 2805.518066
	Iteration 44Q: 3 clusters Score -1260017 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1260017.375000 Penalty: 2805.518066
	Iteration 45Q: 3 clusters Score -1260017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1260020.750000 Penalty: 2805.518066
	Iteration 46Q: 3 clusters Score -1260021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1260022.125000 Penalty: 2805.518066
	Iteration 47Q: 3 clusters Score -1260022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1260022.000000 Penalty: 2805.518066
	Iteration 48Q: 3 clusters Score -1260022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1260027.625000 Penalty: 2805.518066
	Iteration 49Q: 3 clusters Score -1260028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1260025.500000 Penalty: 2805.518066
	Iteration 50Q: 3 clusters Score -1260026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1260027.000000 Penalty: 2805.518066
	Iteration 51Q: 3 clusters Score -1260027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1260027.625000 Penalty: 2805.518066
	Iteration 52Q: 3 clusters Score -1260028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1260024.375000 Penalty: 2805.518066
	Iteration 53Q: 3 clusters Score -1260024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1260027.500000 Penalty: 2805.518066
	Iteration 54Q: 3 clusters Score -1260028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1260028.625000 Penalty: 2805.518066
	Iteration 55Q: 3 clusters Score -1260029 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1260029.250000 Penalty: 2805.518066
	Iteration 56Q: 3 clusters Score -1260029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1260032.125000 Penalty: 2805.518066
	Iteration 57Q: 3 clusters Score -1260032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1260033.750000 Penalty: 2805.518066
	Iteration 58Q: 3 clusters Score -1260034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1260032.000000 Penalty: 2805.518066
	Iteration 59Q: 3 clusters Score -1260032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1260032.875000 Penalty: 2805.518066
	Iteration 60F: 3 clusters Score -1260033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1260032.000000 Penalty: 2805.518066
	Iteration 61Q: 3 clusters Score -1260032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1260038.500000 Penalty: 2805.518066
	Iteration 62Q: 3 clusters Score -1260038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1260038.125000 Penalty: 2805.518066
	Iteration 63Q: 3 clusters Score -1260038 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1260040.750000 Penalty: 2805.518066
	Iteration 64Q: 3 clusters Score -1260041 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1260041.750000 Penalty: 2805.518066
	Iteration 65Q: 3 clusters Score -1260042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1260040.750000 Penalty: 2805.518066
	Iteration 66Q: 3 clusters Score -1260041 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1260042.375000 Penalty: 2805.518066
	Iteration 67Q: 3 clusters Score -1260042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1260046.875000 Penalty: 2805.518066
	Iteration 68Q: 3 clusters Score -1260047 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1260052.250000 Penalty: 2805.518066
	Iteration 69Q: 3 clusters Score -1260052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1260054.500000 Penalty: 2805.518066
	Iteration 70Q: 3 clusters Score -1260054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1260053.500000 Penalty: 2805.518066
	Iteration 71Q: 3 clusters Score -1260054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1260052.500000 Penalty: 2805.518066
	Iteration 72Q: 3 clusters Score -1260052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1260051.250000 Penalty: 2805.518066
	Iteration 73Q: 3 clusters Score -1260051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1260052.250000 Penalty: 2805.518066
	Iteration 74Q: 3 clusters Score -1260052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1260052.500000 Penalty: 2805.518066
	Iteration 75Q: 3 clusters Score -1260052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1260052.500000 Penalty: 2805.518066
	Iteration 76F: 3 clusters Score -1260052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Entering Unmasked Estep 
Score: -677986.500000 Penalty: 1305.732788
	Iteration 0F: 2 clusters Score -677986.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -673371.375000 Penalty: 2611.465576
	Iteration 0F: 3 clusters Score -673371.4 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -674749.437500 Penalty: 2611.465576
	Iteration 1F: 3 clusters Score -674749.4 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -674983.812500 Penalty: 2611.465576
	Iteration 2F: 3 clusters Score -674983.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -675138.687500 Penalty: 2611.465576
	Iteration 3Q: 3 clusters Score -675138.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -675263.500000 Penalty: 2611.465576
	Iteration 4Q: 3 clusters Score -675263.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -675360.125000 Penalty: 2611.465576
	Iteration 5Q: 3 clusters Score -675360.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -675423.812500 Penalty: 2611.465576
	Iteration 6Q: 3 clusters Score -675423.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -675485.062500 Penalty: 2611.465576
	Iteration 7Q: 3 clusters Score -675485.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -675548.875000 Penalty: 2611.465576
	Iteration 8Q: 3 clusters Score -675548.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -675597.125000 Penalty: 2611.465576
	Iteration 9Q: 3 clusters Score -675597.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -675641.187500 Penalty: 2611.465576
	Iteration 10Q: 3 clusters Score -675641.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -675681.937500 Penalty: 2611.465576
	Iteration 11Q: 3 clusters Score -675681.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -675721.625000 Penalty: 2611.465576
	Iteration 12Q: 3 clusters Score -675721.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -675777.500000 Penalty: 2611.465576
	Iteration 13Q: 3 clusters Score -675777.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -675843.062500 Penalty: 2611.465576
	Iteration 14Q: 3 clusters Score -675843.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -675910.375000 Penalty: 2611.465576
	Iteration 15Q: 3 clusters Score -675910.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -675991.625000 Penalty: 2611.465576
	Iteration 16Q: 3 clusters Score -675991.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -676070.687500 Penalty: 2611.465576
	Iteration 17Q: 3 clusters Score -676070.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -676145.062500 Penalty: 2611.465576
	Iteration 18Q: 3 clusters Score -676145.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -676216.812500 Penalty: 2611.465576
	Iteration 19Q: 3 clusters Score -676216.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -676297.000000 Penalty: 2611.465576
	Iteration 20F: 3 clusters Score -676297 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -676368.750000 Penalty: 2611.465576
	Iteration 21Q: 3 clusters Score -676368.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -676440.625000 Penalty: 2611.465576
	Iteration 22Q: 3 clusters Score -676440.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -676500.125000 Penalty: 2611.465576
	Iteration 23Q: 3 clusters Score -676500.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -676552.062500 Penalty: 2611.465576
	Iteration 24Q: 3 clusters Score -676552.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -676604.125000 Penalty: 2611.465576
	Iteration 25Q: 3 clusters Score -676604.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -676649.562500 Penalty: 2611.465576
	Iteration 26Q: 3 clusters Score -676649.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -676681.937500 Penalty: 2611.465576
	Iteration 27Q: 3 clusters Score -676681.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -676707.812500 Penalty: 2611.465576
	Iteration 28Q: 3 clusters Score -676707.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -676732.625000 Penalty: 2611.465576
	Iteration 29Q: 3 clusters Score -676732.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -676750.375000 Penalty: 2611.465576
	Iteration 30Q: 3 clusters Score -676750.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -676765.500000 Penalty: 2611.465576
	Iteration 31Q: 3 clusters Score -676765.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -676790.125000 Penalty: 2611.465576
	Iteration 32Q: 3 clusters Score -676790.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -676811.437500 Penalty: 2611.465576
	Iteration 33Q: 3 clusters Score -676811.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -676828.250000 Penalty: 2611.465576
	Iteration 34Q: 3 clusters Score -676828.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -676848.375000 Penalty: 2611.465576
	Iteration 35Q: 3 clusters Score -676848.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -676869.312500 Penalty: 2611.465576
	Iteration 36Q: 3 clusters Score -676869.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -676881.187500 Penalty: 2611.465576
	Iteration 37Q: 3 clusters Score -676881.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -676893.437500 Penalty: 2611.465576
	Iteration 38Q: 3 clusters Score -676893.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -676903.000000 Penalty: 2611.465576
	Iteration 39Q: 3 clusters Score -676903 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -676912.875000 Penalty: 2611.465576
	Iteration 40F: 3 clusters Score -676912.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -676919.250000 Penalty: 2611.465576
	Iteration 41Q: 3 clusters Score -676919.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -676926.187500 Penalty: 2611.465576
	Iteration 42Q: 3 clusters Score -676926.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -676932.437500 Penalty: 2611.465576
	Iteration 43Q: 3 clusters Score -676932.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -676943.250000 Penalty: 2611.465576
	Iteration 44Q: 3 clusters Score -676943.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -676954.750000 Penalty: 2611.465576
	Iteration 45Q: 3 clusters Score -676954.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -676970.500000 Penalty: 2611.465576
	Iteration 46Q: 3 clusters Score -676970.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -676987.187500 Penalty: 2611.465576
	Iteration 47Q: 3 clusters Score -676987.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -676999.437500 Penalty: 2611.465576
	Iteration 48Q: 3 clusters Score -676999.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -677007.562500 Penalty: 2611.465576
	Iteration 49Q: 3 clusters Score -677007.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -677013.875000 Penalty: 2611.465576
	Iteration 50Q: 3 clusters Score -677013.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -677018.562500 Penalty: 2611.465576
	Iteration 51Q: 3 clusters Score -677018.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -677024.125000 Penalty: 2611.465576
	Iteration 52Q: 3 clusters Score -677024.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -677028.000000 Penalty: 2611.465576
	Iteration 53Q: 3 clusters Score -677028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -677030.750000 Penalty: 2611.465576
	Iteration 54Q: 3 clusters Score -677030.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -677037.187500 Penalty: 2611.465576
	Iteration 55Q: 3 clusters Score -677037.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -677042.062500 Penalty: 2611.465576
	Iteration 56Q: 3 clusters Score -677042.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -677043.500000 Penalty: 2611.465576
	Iteration 57Q: 3 clusters Score -677043.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -677044.687500 Penalty: 2611.465576
	Iteration 58Q: 3 clusters Score -677044.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -677048.125000 Penalty: 2611.465576
	Iteration 59Q: 3 clusters Score -677048.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -677049.625000 Penalty: 2611.465576
	Iteration 60F: 3 clusters Score -677049.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -677051.312500 Penalty: 2611.465576
	Iteration 61Q: 3 clusters Score -677051.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -677053.875000 Penalty: 2611.465576
	Iteration 62Q: 3 clusters Score -677053.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -677055.250000 Penalty: 2611.465576
	Iteration 63Q: 3 clusters Score -677055.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -677054.687500 Penalty: 2611.465576
	Iteration 64Q: 3 clusters Score -677054.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -677057.562500 Penalty: 2611.465576
	Iteration 65Q: 3 clusters Score -677057.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -677058.562500 Penalty: 2611.465576
	Iteration 66Q: 3 clusters Score -677058.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -677060.437500 Penalty: 2611.465576
	Iteration 67Q: 3 clusters Score -677060.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -677061.062500 Penalty: 2611.465576
	Iteration 68Q: 3 clusters Score -677061.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -677065.062500 Penalty: 2611.465576
	Iteration 69Q: 3 clusters Score -677065.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -677067.437500 Penalty: 2611.465576
	Iteration 70Q: 3 clusters Score -677067.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -677067.250000 Penalty: 2611.465576
	Iteration 71Q: 3 clusters Score -677067.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -677067.250000 Penalty: 2611.465576
	Iteration 72F: 3 clusters Score -677067.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Entering Unmasked Estep 
Score: -286984.718750 Penalty: 1178.994263
	Iteration 0F: 2 clusters Score -286984.7 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 1404 members 
Entering Unmasked Estep 
Score: -284655.250000 Penalty: 2357.988525
	Iteration 0F: 3 clusters Score -284655.2 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -285279.125000 Penalty: 2357.988525
	Iteration 1F: 3 clusters Score -285279.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -285425.593750 Penalty: 2357.988525
	Iteration 2F: 3 clusters Score -285425.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -285505.187500 Penalty: 2357.988525
	Iteration 3Q: 3 clusters Score -285505.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -285558.312500 Penalty: 2357.988525
	Iteration 4Q: 3 clusters Score -285558.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -285594.375000 Penalty: 2357.988525
	Iteration 5Q: 3 clusters Score -285594.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -285617.781250 Penalty: 2357.988525
	Iteration 6Q: 3 clusters Score -285617.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -285635.656250 Penalty: 2357.988525
	Iteration 7Q: 3 clusters Score -285635.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -285648.875000 Penalty: 2357.988525
	Iteration 8Q: 3 clusters Score -285648.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -285654.562500 Penalty: 2357.988525
	Iteration 9Q: 3 clusters Score -285654.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -285662.968750 Penalty: 2357.988525
	Iteration 10Q: 3 clusters Score -285663 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -285670.656250 Penalty: 2357.988525
	Iteration 11Q: 3 clusters Score -285670.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -285676.750000 Penalty: 2357.988525
	Iteration 12Q: 3 clusters Score -285676.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -285684.187500 Penalty: 2357.988525
	Iteration 13Q: 3 clusters Score -285684.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -285688.000000 Penalty: 2357.988525
	Iteration 14Q: 3 clusters Score -285688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -285693.750000 Penalty: 2357.988525
	Iteration 15Q: 3 clusters Score -285693.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -285704.250000 Penalty: 2357.988525
	Iteration 16Q: 3 clusters Score -285704.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -285710.500000 Penalty: 2357.988525
	Iteration 17Q: 3 clusters Score -285710.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -285715.000000 Penalty: 2357.988525
	Iteration 18Q: 3 clusters Score -285715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -285719.687500 Penalty: 2357.988525
	Iteration 19Q: 3 clusters Score -285719.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -285725.062500 Penalty: 2357.988525
	Iteration 20F: 3 clusters Score -285725.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -285730.093750 Penalty: 2357.988525
	Iteration 21Q: 3 clusters Score -285730.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -285735.625000 Penalty: 2357.988525
	Iteration 22Q: 3 clusters Score -285735.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -285740.218750 Penalty: 2357.988525
	Iteration 23Q: 3 clusters Score -285740.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -285744.312500 Penalty: 2357.988525
	Iteration 24Q: 3 clusters Score -285744.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -285746.875000 Penalty: 2357.988525
	Iteration 25Q: 3 clusters Score -285746.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -285749.031250 Penalty: 2357.988525
	Iteration 26Q: 3 clusters Score -285749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -285750.718750 Penalty: 2357.988525
	Iteration 27Q: 3 clusters Score -285750.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -285751.718750 Penalty: 2357.988525
	Iteration 28Q: 3 clusters Score -285751.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -285753.468750 Penalty: 2357.988525
	Iteration 29Q: 3 clusters Score -285753.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -285756.156250 Penalty: 2357.988525
	Iteration 30Q: 3 clusters Score -285756.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -285757.687500 Penalty: 2357.988525
	Iteration 31Q: 3 clusters Score -285757.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -285758.218750 Penalty: 2357.988525
	Iteration 32Q: 3 clusters Score -285758.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -285759.187500 Penalty: 2357.988525
	Iteration 33Q: 3 clusters Score -285759.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -285759.187500 Penalty: 2357.988525
	Iteration 34F: 3 clusters Score -285759.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Entering Unmasked Estep 
Score: -172754.109375 Penalty: 1132.494873
	Iteration 0F: 2 clusters Score -172754.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -170906.859375 Penalty: 2264.989746
	Iteration 0F: 3 clusters Score -170906.9 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -171455.234375 Penalty: 2264.989746
	Iteration 1F: 3 clusters Score -171455.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -171659.359375 Penalty: 2264.989746
	Iteration 2F: 3 clusters Score -171659.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -171801.890625 Penalty: 2264.989746
	Iteration 3F: 3 clusters Score -171801.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -171898.437500 Penalty: 2264.989746
	Iteration 4Q: 3 clusters Score -171898.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -171962.390625 Penalty: 2264.989746
	Iteration 5Q: 3 clusters Score -171962.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -172026.781250 Penalty: 2264.989746
	Iteration 6Q: 3 clusters Score -172026.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -172077.625000 Penalty: 2264.989746
	Iteration 7Q: 3 clusters Score -172077.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -172115.437500 Penalty: 2264.989746
	Iteration 8Q: 3 clusters Score -172115.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -172139.375000 Penalty: 2264.989746
	Iteration 9Q: 3 clusters Score -172139.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -172164.343750 Penalty: 2264.989746
	Iteration 10Q: 3 clusters Score -172164.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -172183.390625 Penalty: 2264.989746
	Iteration 11Q: 3 clusters Score -172183.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -172196.921875 Penalty: 2264.989746
	Iteration 12Q: 3 clusters Score -172196.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -172203.843750 Penalty: 2264.989746
	Iteration 13Q: 3 clusters Score -172203.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -172208.390625 Penalty: 2264.989746
	Iteration 14Q: 3 clusters Score -172208.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -172212.140625 Penalty: 2264.989746
	Iteration 15Q: 3 clusters Score -172212.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -172215.390625 Penalty: 2264.989746
	Iteration 16Q: 3 clusters Score -172215.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -172218.500000 Penalty: 2264.989746
	Iteration 17Q: 3 clusters Score -172218.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -172220.578125 Penalty: 2264.989746
	Iteration 18Q: 3 clusters Score -172220.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -172224.625000 Penalty: 2264.989746
	Iteration 19Q: 3 clusters Score -172224.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -172234.531250 Penalty: 2264.989746
	Iteration 20F: 3 clusters Score -172234.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -172243.640625 Penalty: 2264.989746
	Iteration 21Q: 3 clusters Score -172243.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -172248.265625 Penalty: 2264.989746
	Iteration 22Q: 3 clusters Score -172248.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -172250.468750 Penalty: 2264.989746
	Iteration 23Q: 3 clusters Score -172250.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -172254.781250 Penalty: 2264.989746
	Iteration 24Q: 3 clusters Score -172254.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -172257.187500 Penalty: 2264.989746
	Iteration 25Q: 3 clusters Score -172257.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -172259.671875 Penalty: 2264.989746
	Iteration 26Q: 3 clusters Score -172259.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -172267.718750 Penalty: 2264.989746
	Iteration 27Q: 3 clusters Score -172267.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -172276.015625 Penalty: 2264.989746
	Iteration 28Q: 3 clusters Score -172276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -172288.953125 Penalty: 2264.989746
	Iteration 29Q: 3 clusters Score -172289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -172292.734375 Penalty: 2264.989746
	Iteration 30Q: 3 clusters Score -172292.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -172294.703125 Penalty: 2264.989746
	Iteration 31Q: 3 clusters Score -172294.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -172299.093750 Penalty: 2264.989746
	Iteration 32Q: 3 clusters Score -172299.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -172301.015625 Penalty: 2264.989746
	Iteration 33Q: 3 clusters Score -172301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -172302.015625 Penalty: 2264.989746
	Iteration 34Q: 3 clusters Score -172302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -172302.015625 Penalty: 2264.989746
	Iteration 35F: 3 clusters Score -172302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (30985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30985 members 
Entering Unmasked Estep 
Score: -3231715.000000 Penalty: 1538.779175
	Iteration 0F: 2 clusters Score -3231715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -3211574.250000 Penalty: 3077.558350
	Iteration 0F: 3 clusters Score -3211574 nChanged 13949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -3219101.250000 Penalty: 3077.558350
	Iteration 1F: 3 clusters Score -3219101 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -3219688.750000 Penalty: 3077.558350
	Iteration 2Q: 3 clusters Score -3219689 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -3220353.250000 Penalty: 3077.558350
	Iteration 3Q: 3 clusters Score -3220353 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -3221072.000000 Penalty: 3077.558350
	Iteration 4Q: 3 clusters Score -3221072 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -3221877.250000 Penalty: 3077.558350
	Iteration 5Q: 3 clusters Score -3221877 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -3222842.000000 Penalty: 3077.558350
	Iteration 6F: 3 clusters Score -3222842 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -3223964.750000 Penalty: 3077.558350
	Iteration 7F: 3 clusters Score -3223965 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -3225125.250000 Penalty: 3077.558350
	Iteration 8F: 3 clusters Score -3225125 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -3226163.500000 Penalty: 3077.558350
	Iteration 9Q: 3 clusters Score -3226164 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -3227099.750000 Penalty: 3077.558350
	Iteration 10Q: 3 clusters Score -3227100 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 25967 members 
Entering Unmasked Estep 
Score: -3227948.750000 Penalty: 3077.558350
	Iteration 11Q: 3 clusters Score -3227949 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 27036 members 
Entering Unmasked Estep 
Score: -3228692.500000 Penalty: 3077.558350
	Iteration 12Q: 3 clusters Score -3228692 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 27888 members 
Entering Unmasked Estep 
Score: -3229262.250000 Penalty: 3077.558350
	Iteration 13Q: 3 clusters Score -3229262 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 28507 members 
Entering Unmasked Estep 
Score: -3229686.750000 Penalty: 3077.558350
	Iteration 14Q: 3 clusters Score -3229687 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 28915 members 
Entering Unmasked Estep 
Score: -3229950.000000 Penalty: 3077.558350
	Iteration 15Q: 3 clusters Score -3229950 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 29220 members 
Entering Unmasked Estep 
Score: -3230154.000000 Penalty: 3077.558350
	Iteration 16Q: 3 clusters Score -3230154 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 29432 members 
Entering Unmasked Estep 
Score: -3230303.000000 Penalty: 3077.558350
	Iteration 17Q: 3 clusters Score -3230303 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 29573 members 
Entering Unmasked Estep 
Score: -3230407.250000 Penalty: 3077.558350
	Iteration 18Q: 3 clusters Score -3230407 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 29697 members 
Entering Unmasked Estep 
Score: -3230483.500000 Penalty: 3077.558350
	Iteration 19Q: 3 clusters Score -3230484 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 29774 members 
Entering Unmasked Estep 
Score: -3230538.000000 Penalty: 3077.558350
	Iteration 20F: 3 clusters Score -3230538 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 29842 members 
Entering Unmasked Estep 
Score: -3230595.500000 Penalty: 3077.558350
	Iteration 21Q: 3 clusters Score -3230596 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 29901 members 
Entering Unmasked Estep 
Score: -3230642.500000 Penalty: 3077.558350
	Iteration 22Q: 3 clusters Score -3230642 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 29949 members 
Entering Unmasked Estep 
Score: -3230665.000000 Penalty: 3077.558350
	Iteration 23Q: 3 clusters Score -3230665 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 29977 members 
Entering Unmasked Estep 
Score: -3230681.750000 Penalty: 3077.558350
	Iteration 24Q: 3 clusters Score -3230682 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 29994 members 
Entering Unmasked Estep 
Score: -3230692.750000 Penalty: 3077.558350
	Iteration 25Q: 3 clusters Score -3230693 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 30010 members 
Entering Unmasked Estep 
Score: -3230705.750000 Penalty: 3077.558350
	Iteration 26Q: 3 clusters Score -3230706 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 30027 members 
Entering Unmasked Estep 
Score: -3230711.500000 Penalty: 3077.558350
	Iteration 27Q: 3 clusters Score -3230712 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 30036 members 
Entering Unmasked Estep 
Score: -3230722.500000 Penalty: 3077.558350
	Iteration 28Q: 3 clusters Score -3230722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 30046 members 
Entering Unmasked Estep 
Score: -3230730.250000 Penalty: 3077.558350
	Iteration 29Q: 3 clusters Score -3230730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 30052 members 
Entering Unmasked Estep 
Score: -3230736.500000 Penalty: 3077.558350
	Iteration 30Q: 3 clusters Score -3230736 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 30065 members 
Entering Unmasked Estep 
Score: -3230750.500000 Penalty: 3077.558350
	Iteration 31Q: 3 clusters Score -3230750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 30072 members 
Entering Unmasked Estep 
Score: -3230752.750000 Penalty: 3077.558350
	Iteration 32Q: 3 clusters Score -3230753 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 30083 members 
Entering Unmasked Estep 
Score: -3230758.750000 Penalty: 3077.558350
	Iteration 33Q: 3 clusters Score -3230759 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 30090 members 
Entering Unmasked Estep 
Score: -3230765.750000 Penalty: 3077.558350
	Iteration 34Q: 3 clusters Score -3230766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 30090 members 
Entering Unmasked Estep 
Score: -3230770.500000 Penalty: 3077.558350
	Iteration 35Q: 3 clusters Score -3230770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 30097 members 
Entering Unmasked Estep 
Score: -3230776.750000 Penalty: 3077.558350
	Iteration 36Q: 3 clusters Score -3230777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 30100 members 
Entering Unmasked Estep 
Score: -3230778.750000 Penalty: 3077.558350
	Iteration 37Q: 3 clusters Score -3230779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 30103 members 
Entering Unmasked Estep 
Score: -3230780.500000 Penalty: 3077.558350
	Iteration 38Q: 3 clusters Score -3230780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 30106 members 
Entering Unmasked Estep 
Score: -3230780.750000 Penalty: 3077.558350
	Iteration 39Q: 3 clusters Score -3230781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 30107 members 
Entering Unmasked Estep 
Score: -3230780.750000 Penalty: 3077.558350
	Iteration 40F: 3 clusters Score -3230781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 30108 members 
Entering Unmasked Estep 
Score: -3230781.000000 Penalty: 3077.558350
	Iteration 41Q: 3 clusters Score -3230781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 30110 members 
Entering Unmasked Estep 
Score: -3230780.000000 Penalty: 3077.558350
	Iteration 42Q: 3 clusters Score -3230780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 30110 members 
Entering Unmasked Estep 
Score: -3230780.000000 Penalty: 3077.558350
	Iteration 43F: 3 clusters Score -3230780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Entering Unmasked Estep 
Score: -1012608.125000 Penalty: 1368.852905
	Iteration 0F: 2 clusters Score -1012608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1005881.625000 Penalty: 2737.705811
	Iteration 0F: 3 clusters Score -1005882 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1008207.437500 Penalty: 2737.705811
	Iteration 1F: 3 clusters Score -1008207 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1008662.625000 Penalty: 2737.705811
	Iteration 2F: 3 clusters Score -1008663 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1009073.687500 Penalty: 2737.705811
	Iteration 3F: 3 clusters Score -1009074 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1009453.625000 Penalty: 2737.705811
	Iteration 4F: 3 clusters Score -1009454 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1009860.250000 Penalty: 2737.705811
	Iteration 5F: 3 clusters Score -1009860 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1010266.875000 Penalty: 2737.705811
	Iteration 6F: 3 clusters Score -1010267 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1010637.750000 Penalty: 2737.705811
	Iteration 7F: 3 clusters Score -1010638 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1010906.250000 Penalty: 2737.705811
	Iteration 8Q: 3 clusters Score -1010906 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1011127.625000 Penalty: 2737.705811
	Iteration 9Q: 3 clusters Score -1011128 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1011279.062500 Penalty: 2737.705811
	Iteration 10Q: 3 clusters Score -1011279 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1011402.812500 Penalty: 2737.705811
	Iteration 11Q: 3 clusters Score -1011403 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1011482.750000 Penalty: 2737.705811
	Iteration 12Q: 3 clusters Score -1011483 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1011534.875000 Penalty: 2737.705811
	Iteration 13Q: 3 clusters Score -1011535 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1011589.187500 Penalty: 2737.705811
	Iteration 14Q: 3 clusters Score -1011589 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1011619.500000 Penalty: 2737.705811
	Iteration 15Q: 3 clusters Score -1011620 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1011636.500000 Penalty: 2737.705811
	Iteration 16Q: 3 clusters Score -1011636 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1011653.625000 Penalty: 2737.705811
	Iteration 17Q: 3 clusters Score -1011654 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1011662.625000 Penalty: 2737.705811
	Iteration 18Q: 3 clusters Score -1011663 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1011670.375000 Penalty: 2737.705811
	Iteration 19Q: 3 clusters Score -1011670 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1011676.062500 Penalty: 2737.705811
	Iteration 20F: 3 clusters Score -1011676 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1011676.687500 Penalty: 2737.705811
	Iteration 21Q: 3 clusters Score -1011677 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1011681.812500 Penalty: 2737.705811
	Iteration 22Q: 3 clusters Score -1011682 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1011683.000000 Penalty: 2737.705811
	Iteration 23Q: 3 clusters Score -1011683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1011686.937500 Penalty: 2737.705811
	Iteration 24Q: 3 clusters Score -1011687 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1011688.375000 Penalty: 2737.705811
	Iteration 25Q: 3 clusters Score -1011688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1011691.625000 Penalty: 2737.705811
	Iteration 26Q: 3 clusters Score -1011692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1011690.812500 Penalty: 2737.705811
	Iteration 27Q: 3 clusters Score -1011691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1011690.937500 Penalty: 2737.705811
	Iteration 28Q: 3 clusters Score -1011691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1011694.937500 Penalty: 2737.705811
	Iteration 29Q: 3 clusters Score -1011695 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1011695.812500 Penalty: 2737.705811
	Iteration 30Q: 3 clusters Score -1011696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1011696.875000 Penalty: 2737.705811
	Iteration 31Q: 3 clusters Score -1011697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1011697.562500 Penalty: 2737.705811
	Iteration 32Q: 3 clusters Score -1011698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1011697.562500 Penalty: 2737.705811
	Iteration 33F: 3 clusters Score -1011698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Entering Unmasked Estep 
Score: -225918.968750 Penalty: 1166.169434
	Iteration 0F: 2 clusters Score -225919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -223731.859375 Penalty: 2332.338867
	Iteration 0F: 3 clusters Score -223731.9 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -224435.906250 Penalty: 2332.338867
	Iteration 1F: 3 clusters Score -224435.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -224678.718750 Penalty: 2332.338867
	Iteration 2F: 3 clusters Score -224678.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -224817.765625 Penalty: 2332.338867
	Iteration 3F: 3 clusters Score -224817.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -224931.781250 Penalty: 2332.338867
	Iteration 4Q: 3 clusters Score -224931.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -225017.953125 Penalty: 2332.338867
	Iteration 5Q: 3 clusters Score -225018 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -225088.312500 Penalty: 2332.338867
	Iteration 6Q: 3 clusters Score -225088.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -225135.765625 Penalty: 2332.338867
	Iteration 7Q: 3 clusters Score -225135.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -225173.796875 Penalty: 2332.338867
	Iteration 8Q: 3 clusters Score -225173.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -225205.750000 Penalty: 2332.338867
	Iteration 9Q: 3 clusters Score -225205.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -225226.671875 Penalty: 2332.338867
	Iteration 10Q: 3 clusters Score -225226.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -225244.640625 Penalty: 2332.338867
	Iteration 11Q: 3 clusters Score -225244.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -225255.984375 Penalty: 2332.338867
	Iteration 12Q: 3 clusters Score -225256 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -225263.609375 Penalty: 2332.338867
	Iteration 13Q: 3 clusters Score -225263.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -225270.156250 Penalty: 2332.338867
	Iteration 14Q: 3 clusters Score -225270.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -225271.437500 Penalty: 2332.338867
	Iteration 15Q: 3 clusters Score -225271.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -225273.062500 Penalty: 2332.338867
	Iteration 16Q: 3 clusters Score -225273.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -225273.750000 Penalty: 2332.338867
	Iteration 17Q: 3 clusters Score -225273.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -225274.250000 Penalty: 2332.338867
	Iteration 18Q: 3 clusters Score -225274.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -225274.437500 Penalty: 2332.338867
	Iteration 19Q: 3 clusters Score -225274.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -225275.937500 Penalty: 2332.338867
	Iteration 20F: 3 clusters Score -225275.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -225277.265625 Penalty: 2332.338867
	Iteration 21Q: 3 clusters Score -225277.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -225279.296875 Penalty: 2332.338867
	Iteration 22Q: 3 clusters Score -225279.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -225280.718750 Penalty: 2332.338867
	Iteration 23Q: 3 clusters Score -225280.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -225280.718750 Penalty: 2332.338867
	Iteration 24F: 3 clusters Score -225280.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Entering Unmasked Estep 
Score: -745708.562500 Penalty: 1333.984863
	Iteration 0F: 2 clusters Score -745708.6 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 3814 members 
Entering Unmasked Estep 
Score: -740302.750000 Penalty: 2667.969727
	Iteration 0F: 3 clusters Score -740302.8 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -742163.062500 Penalty: 2667.969727
	Iteration 1F: 3 clusters Score -742163.1 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -742562.562500 Penalty: 2667.969727
	Iteration 2F: 3 clusters Score -742562.6 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -742896.875000 Penalty: 2667.969727
	Iteration 3F: 3 clusters Score -742896.9 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -743190.125000 Penalty: 2667.969727
	Iteration 4F: 3 clusters Score -743190.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -743460.687500 Penalty: 2667.969727
	Iteration 5F: 3 clusters Score -743460.7 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -743655.312500 Penalty: 2667.969727
	Iteration 6Q: 3 clusters Score -743655.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -743834.812500 Penalty: 2667.969727
	Iteration 7Q: 3 clusters Score -743834.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -744001.562500 Penalty: 2667.969727
	Iteration 8Q: 3 clusters Score -744001.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -744174.625000 Penalty: 2667.969727
	Iteration 9Q: 3 clusters Score -744174.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -744317.500000 Penalty: 2667.969727
	Iteration 10Q: 3 clusters Score -744317.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -744414.250000 Penalty: 2667.969727
	Iteration 11Q: 3 clusters Score -744414.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -744484.500000 Penalty: 2667.969727
	Iteration 12Q: 3 clusters Score -744484.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -744556.000000 Penalty: 2667.969727
	Iteration 13Q: 3 clusters Score -744556 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -744606.437500 Penalty: 2667.969727
	Iteration 14Q: 3 clusters Score -744606.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -744633.812500 Penalty: 2667.969727
	Iteration 15Q: 3 clusters Score -744633.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -744649.437500 Penalty: 2667.969727
	Iteration 16Q: 3 clusters Score -744649.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -744654.562500 Penalty: 2667.969727
	Iteration 17Q: 3 clusters Score -744654.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -744662.687500 Penalty: 2667.969727
	Iteration 18Q: 3 clusters Score -744662.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -744668.500000 Penalty: 2667.969727
	Iteration 19Q: 3 clusters Score -744668.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -744677.312500 Penalty: 2667.969727
	Iteration 20F: 3 clusters Score -744677.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -744680.250000 Penalty: 2667.969727
	Iteration 21Q: 3 clusters Score -744680.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -744685.437500 Penalty: 2667.969727
	Iteration 22Q: 3 clusters Score -744685.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -744689.187500 Penalty: 2667.969727
	Iteration 23Q: 3 clusters Score -744689.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -744693.375000 Penalty: 2667.969727
	Iteration 24Q: 3 clusters Score -744693.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -744694.750000 Penalty: 2667.969727
	Iteration 25Q: 3 clusters Score -744694.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -744695.750000 Penalty: 2667.969727
	Iteration 26Q: 3 clusters Score -744695.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -744698.187500 Penalty: 2667.969727
	Iteration 27Q: 3 clusters Score -744698.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -744700.562500 Penalty: 2667.969727
	Iteration 28Q: 3 clusters Score -744700.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -744701.062500 Penalty: 2667.969727
	Iteration 29Q: 3 clusters Score -744701.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -744701.687500 Penalty: 2667.969727
	Iteration 30Q: 3 clusters Score -744701.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -744701.750000 Penalty: 2667.969727
	Iteration 31Q: 3 clusters Score -744701.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -744701.750000 Penalty: 2667.969727
	Iteration 32F: 3 clusters Score -744701.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Entering Unmasked Estep 
Score: -404005.375000 Penalty: 1243.420532
	Iteration 0F: 2 clusters Score -404005.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -400824.062500 Penalty: 2486.841064
	Iteration 0F: 3 clusters Score -400824.1 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -401796.687500 Penalty: 2486.841064
	Iteration 1F: 3 clusters Score -401796.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -402037.750000 Penalty: 2486.841064
	Iteration 2F: 3 clusters Score -402037.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -402174.843750 Penalty: 2486.841064
	Iteration 3F: 3 clusters Score -402174.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -402262.281250 Penalty: 2486.841064
	Iteration 4Q: 3 clusters Score -402262.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -402332.312500 Penalty: 2486.841064
	Iteration 5Q: 3 clusters Score -402332.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -402397.968750 Penalty: 2486.841064
	Iteration 6Q: 3 clusters Score -402398 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -402473.343750 Penalty: 2486.841064
	Iteration 7Q: 3 clusters Score -402473.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -402545.437500 Penalty: 2486.841064
	Iteration 8Q: 3 clusters Score -402545.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -402600.968750 Penalty: 2486.841064
	Iteration 9Q: 3 clusters Score -402601 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -402650.281250 Penalty: 2486.841064
	Iteration 10Q: 3 clusters Score -402650.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -402682.187500 Penalty: 2486.841064
	Iteration 11Q: 3 clusters Score -402682.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -402709.312500 Penalty: 2486.841064
	Iteration 12Q: 3 clusters Score -402709.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -402730.406250 Penalty: 2486.841064
	Iteration 13Q: 3 clusters Score -402730.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -402749.250000 Penalty: 2486.841064
	Iteration 14Q: 3 clusters Score -402749.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -402767.312500 Penalty: 2486.841064
	Iteration 15Q: 3 clusters Score -402767.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -402781.343750 Penalty: 2486.841064
	Iteration 16Q: 3 clusters Score -402781.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -402792.656250 Penalty: 2486.841064
	Iteration 17Q: 3 clusters Score -402792.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -402808.875000 Penalty: 2486.841064
	Iteration 18Q: 3 clusters Score -402808.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -402823.843750 Penalty: 2486.841064
	Iteration 19Q: 3 clusters Score -402823.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -402835.125000 Penalty: 2486.841064
	Iteration 20F: 3 clusters Score -402835.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -402842.750000 Penalty: 2486.841064
	Iteration 21Q: 3 clusters Score -402842.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -402848.000000 Penalty: 2486.841064
	Iteration 22Q: 3 clusters Score -402848 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -402853.781250 Penalty: 2486.841064
	Iteration 23Q: 3 clusters Score -402853.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -402858.625000 Penalty: 2486.841064
	Iteration 24Q: 3 clusters Score -402858.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -402861.156250 Penalty: 2486.841064
	Iteration 25Q: 3 clusters Score -402861.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -402862.812500 Penalty: 2486.841064
	Iteration 26Q: 3 clusters Score -402862.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -402866.593750 Penalty: 2486.841064
	Iteration 27Q: 3 clusters Score -402866.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -402870.218750 Penalty: 2486.841064
	Iteration 28Q: 3 clusters Score -402870.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -402872.750000 Penalty: 2486.841064
	Iteration 29Q: 3 clusters Score -402872.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -402874.156250 Penalty: 2486.841064
	Iteration 30Q: 3 clusters Score -402874.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -402876.656250 Penalty: 2486.841064
	Iteration 31Q: 3 clusters Score -402876.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -402876.875000 Penalty: 2486.841064
	Iteration 32Q: 3 clusters Score -402876.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -402877.281250 Penalty: 2486.841064
	Iteration 33Q: 3 clusters Score -402877.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -402878.406250 Penalty: 2486.841064
	Iteration 34Q: 3 clusters Score -402878.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -402878.468750 Penalty: 2486.841064
	Iteration 35Q: 3 clusters Score -402878.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -402879.718750 Penalty: 2486.841064
	Iteration 36Q: 3 clusters Score -402879.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -402881.406250 Penalty: 2486.841064
	Iteration 37Q: 3 clusters Score -402881.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -402881.187500 Penalty: 2486.841064
	Iteration 38Q: 3 clusters Score -402881.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -402882.593750 Penalty: 2486.841064
	Iteration 39Q: 3 clusters Score -402882.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -402884.062500 Penalty: 2486.841064
	Iteration 40F: 3 clusters Score -402884.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -402884.375000 Penalty: 2486.841064
	Iteration 41Q: 3 clusters Score -402884.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -402885.156250 Penalty: 2486.841064
	Iteration 42Q: 3 clusters Score -402885.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -402886.125000 Penalty: 2486.841064
	Iteration 43Q: 3 clusters Score -402886.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -402886.062500 Penalty: 2486.841064
	Iteration 44Q: 3 clusters Score -402886.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -402886.843750 Penalty: 2486.841064
	Iteration 45Q: 3 clusters Score -402886.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -402887.312500 Penalty: 2486.841064
	Iteration 46Q: 3 clusters Score -402887.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -402889.062500 Penalty: 2486.841064
	Iteration 47Q: 3 clusters Score -402889.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -402891.468750 Penalty: 2486.841064
	Iteration 48Q: 3 clusters Score -402891.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -402894.562500 Penalty: 2486.841064
	Iteration 49Q: 3 clusters Score -402894.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -402897.093750 Penalty: 2486.841064
	Iteration 50Q: 3 clusters Score -402897.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -402899.062500 Penalty: 2486.841064
	Iteration 51Q: 3 clusters Score -402899.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -402901.906250 Penalty: 2486.841064
	Iteration 52Q: 3 clusters Score -402901.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -402904.812500 Penalty: 2486.841064
	Iteration 53Q: 3 clusters Score -402904.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -402906.187500 Penalty: 2486.841064
	Iteration 54Q: 3 clusters Score -402906.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -402907.343750 Penalty: 2486.841064
	Iteration 55Q: 3 clusters Score -402907.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -402906.781250 Penalty: 2486.841064
	Iteration 56Q: 3 clusters Score -402906.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -402907.875000 Penalty: 2486.841064
	Iteration 57Q: 3 clusters Score -402907.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -402907.875000 Penalty: 2486.841064
	Iteration 58F: 3 clusters Score -402907.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Entering Unmasked Estep 
Score: -360193.406250 Penalty: 1229.583862
	Iteration 0F: 2 clusters Score -360193.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -357156.406250 Penalty: 2459.167725
	Iteration 0F: 3 clusters Score -357156.4 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -358074.843750 Penalty: 2459.167725
	Iteration 1F: 3 clusters Score -358074.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -358303.812500 Penalty: 2459.167725
	Iteration 2F: 3 clusters Score -358303.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -358434.906250 Penalty: 2459.167725
	Iteration 3F: 3 clusters Score -358434.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -358523.312500 Penalty: 2459.167725
	Iteration 4Q: 3 clusters Score -358523.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -358595.500000 Penalty: 2459.167725
	Iteration 5Q: 3 clusters Score -358595.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -358641.875000 Penalty: 2459.167725
	Iteration 6Q: 3 clusters Score -358641.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -358676.375000 Penalty: 2459.167725
	Iteration 7Q: 3 clusters Score -358676.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -358712.281250 Penalty: 2459.167725
	Iteration 8Q: 3 clusters Score -358712.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -358747.968750 Penalty: 2459.167725
	Iteration 9Q: 3 clusters Score -358748 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -358776.000000 Penalty: 2459.167725
	Iteration 10Q: 3 clusters Score -358776 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -358806.750000 Penalty: 2459.167725
	Iteration 11Q: 3 clusters Score -358806.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -358838.687500 Penalty: 2459.167725
	Iteration 12Q: 3 clusters Score -358838.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -358871.812500 Penalty: 2459.167725
	Iteration 13Q: 3 clusters Score -358871.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -358900.187500 Penalty: 2459.167725
	Iteration 14Q: 3 clusters Score -358900.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -358929.187500 Penalty: 2459.167725
	Iteration 15Q: 3 clusters Score -358929.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -358967.781250 Penalty: 2459.167725
	Iteration 16Q: 3 clusters Score -358967.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -359021.000000 Penalty: 2459.167725
	Iteration 17Q: 3 clusters Score -359021 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -359071.187500 Penalty: 2459.167725
	Iteration 18Q: 3 clusters Score -359071.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -359124.875000 Penalty: 2459.167725
	Iteration 19Q: 3 clusters Score -359124.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -359169.250000 Penalty: 2459.167725
	Iteration 20F: 3 clusters Score -359169.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -359209.125000 Penalty: 2459.167725
	Iteration 21Q: 3 clusters Score -359209.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -359246.125000 Penalty: 2459.167725
	Iteration 22Q: 3 clusters Score -359246.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -359267.062500 Penalty: 2459.167725
	Iteration 23Q: 3 clusters Score -359267.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -359289.375000 Penalty: 2459.167725
	Iteration 24Q: 3 clusters Score -359289.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -359306.500000 Penalty: 2459.167725
	Iteration 25Q: 3 clusters Score -359306.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -359321.468750 Penalty: 2459.167725
	Iteration 26Q: 3 clusters Score -359321.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -359332.593750 Penalty: 2459.167725
	Iteration 27Q: 3 clusters Score -359332.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -359342.406250 Penalty: 2459.167725
	Iteration 28Q: 3 clusters Score -359342.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -359351.718750 Penalty: 2459.167725
	Iteration 29Q: 3 clusters Score -359351.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -359357.312500 Penalty: 2459.167725
	Iteration 30Q: 3 clusters Score -359357.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -359361.187500 Penalty: 2459.167725
	Iteration 31Q: 3 clusters Score -359361.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -359365.031250 Penalty: 2459.167725
	Iteration 32Q: 3 clusters Score -359365 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -359368.843750 Penalty: 2459.167725
	Iteration 33Q: 3 clusters Score -359368.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -359374.437500 Penalty: 2459.167725
	Iteration 34Q: 3 clusters Score -359374.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -359384.250000 Penalty: 2459.167725
	Iteration 35Q: 3 clusters Score -359384.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -359391.531250 Penalty: 2459.167725
	Iteration 36Q: 3 clusters Score -359391.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -359398.156250 Penalty: 2459.167725
	Iteration 37Q: 3 clusters Score -359398.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -359405.625000 Penalty: 2459.167725
	Iteration 38Q: 3 clusters Score -359405.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -359408.312500 Penalty: 2459.167725
	Iteration 39Q: 3 clusters Score -359408.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -359413.281250 Penalty: 2459.167725
	Iteration 40F: 3 clusters Score -359413.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -359420.906250 Penalty: 2459.167725
	Iteration 41Q: 3 clusters Score -359420.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -359427.406250 Penalty: 2459.167725
	Iteration 42Q: 3 clusters Score -359427.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -359432.718750 Penalty: 2459.167725
	Iteration 43Q: 3 clusters Score -359432.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -359435.812500 Penalty: 2459.167725
	Iteration 44Q: 3 clusters Score -359435.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -359437.875000 Penalty: 2459.167725
	Iteration 45Q: 3 clusters Score -359437.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -359438.218750 Penalty: 2459.167725
	Iteration 46Q: 3 clusters Score -359438.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -359439.656250 Penalty: 2459.167725
	Iteration 47Q: 3 clusters Score -359439.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -359441.125000 Penalty: 2459.167725
	Iteration 48Q: 3 clusters Score -359441.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -359442.906250 Penalty: 2459.167725
	Iteration 49Q: 3 clusters Score -359442.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -359443.437500 Penalty: 2459.167725
	Iteration 50Q: 3 clusters Score -359443.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -359443.875000 Penalty: 2459.167725
	Iteration 51Q: 3 clusters Score -359443.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -359443.875000 Penalty: 2459.167725
	Iteration 52F: 3 clusters Score -359443.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Entering Unmasked Estep 
Score: -1616151.500000 Penalty: 1435.085693
	Iteration 0F: 2 clusters Score -1616152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1606072.375000 Penalty: 2870.171387
	Iteration 0F: 3 clusters Score -1606072 nChanged 6617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1609640.500000 Penalty: 2870.171387
	Iteration 1F: 3 clusters Score -1609640 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1610054.125000 Penalty: 2870.171387
	Iteration 2F: 3 clusters Score -1610054 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1610384.000000 Penalty: 2870.171387
	Iteration 3F: 3 clusters Score -1610384 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1610717.375000 Penalty: 2870.171387
	Iteration 4Q: 3 clusters Score -1610717 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1611112.000000 Penalty: 2870.171387
	Iteration 5F: 3 clusters Score -1611112 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1611571.125000 Penalty: 2870.171387
	Iteration 6F: 3 clusters Score -1611571 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -1612067.125000 Penalty: 2870.171387
	Iteration 7F: 3 clusters Score -1612067 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -1612543.375000 Penalty: 2870.171387
	Iteration 8Q: 3 clusters Score -1612543 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -1613008.500000 Penalty: 2870.171387
	Iteration 9Q: 3 clusters Score -1613008 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -1613479.125000 Penalty: 2870.171387
	Iteration 10Q: 3 clusters Score -1613479 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -1613897.125000 Penalty: 2870.171387
	Iteration 11Q: 3 clusters Score -1613897 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -1614210.375000 Penalty: 2870.171387
	Iteration 12Q: 3 clusters Score -1614210 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -1614418.250000 Penalty: 2870.171387
	Iteration 13Q: 3 clusters Score -1614418 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -1614578.500000 Penalty: 2870.171387
	Iteration 14Q: 3 clusters Score -1614578 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -1614703.125000 Penalty: 2870.171387
	Iteration 15Q: 3 clusters Score -1614703 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -1614793.875000 Penalty: 2870.171387
	Iteration 16Q: 3 clusters Score -1614794 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -1614844.000000 Penalty: 2870.171387
	Iteration 17Q: 3 clusters Score -1614844 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -1614881.750000 Penalty: 2870.171387
	Iteration 18Q: 3 clusters Score -1614882 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -1614920.375000 Penalty: 2870.171387
	Iteration 19Q: 3 clusters Score -1614920 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -1614951.625000 Penalty: 2870.171387
	Iteration 20F: 3 clusters Score -1614952 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -1614970.375000 Penalty: 2870.171387
	Iteration 21Q: 3 clusters Score -1614970 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -1614994.375000 Penalty: 2870.171387
	Iteration 22Q: 3 clusters Score -1614994 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -1615024.750000 Penalty: 2870.171387
	Iteration 23Q: 3 clusters Score -1615025 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -1615036.000000 Penalty: 2870.171387
	Iteration 24Q: 3 clusters Score -1615036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -1615039.625000 Penalty: 2870.171387
	Iteration 25Q: 3 clusters Score -1615040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -1615040.625000 Penalty: 2870.171387
	Iteration 26Q: 3 clusters Score -1615041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -1615040.625000 Penalty: 2870.171387
	Iteration 27F: 3 clusters Score -1615041 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (16174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Entering Unmasked Estep 
Score: -1697636.250000 Penalty: 1442.044678
	Iteration 0F: 2 clusters Score -1697636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1686890.750000 Penalty: 2884.089355
	Iteration 0F: 3 clusters Score -1686891 nChanged 7064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1690574.375000 Penalty: 2884.089355
	Iteration 1F: 3 clusters Score -1690574 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1690891.375000 Penalty: 2884.089355
	Iteration 2F: 3 clusters Score -1690891 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1691143.500000 Penalty: 2884.089355
	Iteration 3Q: 3 clusters Score -1691144 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1691328.250000 Penalty: 2884.089355
	Iteration 4Q: 3 clusters Score -1691328 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1691492.625000 Penalty: 2884.089355
	Iteration 5Q: 3 clusters Score -1691493 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1691622.625000 Penalty: 2884.089355
	Iteration 6Q: 3 clusters Score -1691623 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1691711.875000 Penalty: 2884.089355
	Iteration 7Q: 3 clusters Score -1691712 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1691776.250000 Penalty: 2884.089355
	Iteration 8Q: 3 clusters Score -1691776 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1691841.375000 Penalty: 2884.089355
	Iteration 9Q: 3 clusters Score -1691841 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1691912.125000 Penalty: 2884.089355
	Iteration 10Q: 3 clusters Score -1691912 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1691984.375000 Penalty: 2884.089355
	Iteration 11Q: 3 clusters Score -1691984 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1692064.375000 Penalty: 2884.089355
	Iteration 12Q: 3 clusters Score -1692064 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1692172.250000 Penalty: 2884.089355
	Iteration 13Q: 3 clusters Score -1692172 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1692322.625000 Penalty: 2884.089355
	Iteration 14Q: 3 clusters Score -1692323 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1692535.375000 Penalty: 2884.089355
	Iteration 15Q: 3 clusters Score -1692535 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1692817.000000 Penalty: 2884.089355
	Iteration 16Q: 3 clusters Score -1692817 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1693190.500000 Penalty: 2884.089355
	Iteration 17Q: 3 clusters Score -1693190 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1693603.375000 Penalty: 2884.089355
	Iteration 18Q: 3 clusters Score -1693603 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -1694000.500000 Penalty: 2884.089355
	Iteration 19Q: 3 clusters Score -1694000 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1694402.875000 Penalty: 2884.089355
	Iteration 20F: 3 clusters Score -1694403 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -1694742.250000 Penalty: 2884.089355
	Iteration 21Q: 3 clusters Score -1694742 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -1695061.750000 Penalty: 2884.089355
	Iteration 22Q: 3 clusters Score -1695062 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -1695333.375000 Penalty: 2884.089355
	Iteration 23Q: 3 clusters Score -1695333 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -1695580.625000 Penalty: 2884.089355
	Iteration 24Q: 3 clusters Score -1695581 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -1695764.375000 Penalty: 2884.089355
	Iteration 25Q: 3 clusters Score -1695764 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -1695909.000000 Penalty: 2884.089355
	Iteration 26Q: 3 clusters Score -1695909 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -1696016.125000 Penalty: 2884.089355
	Iteration 27Q: 3 clusters Score -1696016 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -1696115.750000 Penalty: 2884.089355
	Iteration 28Q: 3 clusters Score -1696116 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -1696190.625000 Penalty: 2884.089355
	Iteration 29Q: 3 clusters Score -1696191 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -1696241.125000 Penalty: 2884.089355
	Iteration 30Q: 3 clusters Score -1696241 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -1696272.750000 Penalty: 2884.089355
	Iteration 31Q: 3 clusters Score -1696273 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -1696293.000000 Penalty: 2884.089355
	Iteration 32Q: 3 clusters Score -1696293 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -1696315.750000 Penalty: 2884.089355
	Iteration 33Q: 3 clusters Score -1696316 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -1696331.375000 Penalty: 2884.089355
	Iteration 34Q: 3 clusters Score -1696331 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -1696347.250000 Penalty: 2884.089355
	Iteration 35Q: 3 clusters Score -1696347 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -1696363.125000 Penalty: 2884.089355
	Iteration 36Q: 3 clusters Score -1696363 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -1696372.125000 Penalty: 2884.089355
	Iteration 37Q: 3 clusters Score -1696372 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -1696378.250000 Penalty: 2884.089355
	Iteration 38Q: 3 clusters Score -1696378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -1696389.875000 Penalty: 2884.089355
	Iteration 39Q: 3 clusters Score -1696390 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -1696401.625000 Penalty: 2884.089355
	Iteration 40F: 3 clusters Score -1696402 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -1696413.500000 Penalty: 2884.089355
	Iteration 41Q: 3 clusters Score -1696414 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -1696430.000000 Penalty: 2884.089355
	Iteration 42Q: 3 clusters Score -1696430 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -1696439.875000 Penalty: 2884.089355
	Iteration 43Q: 3 clusters Score -1696440 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -1696448.500000 Penalty: 2884.089355
	Iteration 44Q: 3 clusters Score -1696448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -1696452.750000 Penalty: 2884.089355
	Iteration 45Q: 3 clusters Score -1696453 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -1696459.000000 Penalty: 2884.089355
	Iteration 46Q: 3 clusters Score -1696459 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -1696463.375000 Penalty: 2884.089355
	Iteration 47Q: 3 clusters Score -1696463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -1696466.000000 Penalty: 2884.089355
	Iteration 48Q: 3 clusters Score -1696466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -1696466.625000 Penalty: 2884.089355
	Iteration 49Q: 3 clusters Score -1696467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -1696467.625000 Penalty: 2884.089355
	Iteration 50Q: 3 clusters Score -1696468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -1696467.750000 Penalty: 2884.089355
	Iteration 51Q: 3 clusters Score -1696468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -1696467.750000 Penalty: 2884.089355
	Iteration 52Q: 3 clusters Score -1696468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -1696469.500000 Penalty: 2884.089355
	Iteration 53Q: 3 clusters Score -1696470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -1696470.125000 Penalty: 2884.089355
	Iteration 54Q: 3 clusters Score -1696470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -1696475.125000 Penalty: 2884.089355
	Iteration 55Q: 3 clusters Score -1696475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -1696475.875000 Penalty: 2884.089355
	Iteration 56Q: 3 clusters Score -1696476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -1696478.125000 Penalty: 2884.089355
	Iteration 57Q: 3 clusters Score -1696478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -1696478.625000 Penalty: 2884.089355
	Iteration 58Q: 3 clusters Score -1696479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -1696477.875000 Penalty: 2884.089355
	Iteration 59Q: 3 clusters Score -1696478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -1696478.125000 Penalty: 2884.089355
	Iteration 60F: 3 clusters Score -1696478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -1696477.500000 Penalty: 2884.089355
	Iteration 61Q: 3 clusters Score -1696478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -1696477.500000 Penalty: 2884.089355
	Iteration 62F: 3 clusters Score -1696478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Entering Unmasked Estep 
Score: -660220.625000 Penalty: 1313.155884
	Iteration 0F: 2 clusters Score -660220.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -655486.250000 Penalty: 2626.311768
	Iteration 0F: 3 clusters Score -655486.2 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -656963.125000 Penalty: 2626.311768
	Iteration 1F: 3 clusters Score -656963.1 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -657188.437500 Penalty: 2626.311768
	Iteration 2F: 3 clusters Score -657188.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -657340.062500 Penalty: 2626.311768
	Iteration 3Q: 3 clusters Score -657340.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -657457.937500 Penalty: 2626.311768
	Iteration 4Q: 3 clusters Score -657457.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -657572.562500 Penalty: 2626.311768
	Iteration 5Q: 3 clusters Score -657572.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -657669.625000 Penalty: 2626.311768
	Iteration 6Q: 3 clusters Score -657669.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -657772.750000 Penalty: 2626.311768
	Iteration 7Q: 3 clusters Score -657772.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -657861.375000 Penalty: 2626.311768
	Iteration 8Q: 3 clusters Score -657861.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -657963.687500 Penalty: 2626.311768
	Iteration 9Q: 3 clusters Score -657963.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -658073.937500 Penalty: 2626.311768
	Iteration 10Q: 3 clusters Score -658073.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -658202.000000 Penalty: 2626.311768
	Iteration 11Q: 3 clusters Score -658202 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -658311.062500 Penalty: 2626.311768
	Iteration 12Q: 3 clusters Score -658311.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -658410.125000 Penalty: 2626.311768
	Iteration 13Q: 3 clusters Score -658410.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -658497.437500 Penalty: 2626.311768
	Iteration 14Q: 3 clusters Score -658497.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -658592.000000 Penalty: 2626.311768
	Iteration 15Q: 3 clusters Score -658592 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -658691.125000 Penalty: 2626.311768
	Iteration 16Q: 3 clusters Score -658691.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -658792.625000 Penalty: 2626.311768
	Iteration 17Q: 3 clusters Score -658792.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -658868.687500 Penalty: 2626.311768
	Iteration 18Q: 3 clusters Score -658868.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -658923.625000 Penalty: 2626.311768
	Iteration 19Q: 3 clusters Score -658923.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -658971.875000 Penalty: 2626.311768
	Iteration 20F: 3 clusters Score -658971.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -659025.062500 Penalty: 2626.311768
	Iteration 21Q: 3 clusters Score -659025.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -659073.437500 Penalty: 2626.311768
	Iteration 22Q: 3 clusters Score -659073.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -659111.312500 Penalty: 2626.311768
	Iteration 23Q: 3 clusters Score -659111.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -659140.437500 Penalty: 2626.311768
	Iteration 24Q: 3 clusters Score -659140.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -659165.562500 Penalty: 2626.311768
	Iteration 25Q: 3 clusters Score -659165.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -659188.062500 Penalty: 2626.311768
	Iteration 26Q: 3 clusters Score -659188.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -659207.937500 Penalty: 2626.311768
	Iteration 27Q: 3 clusters Score -659207.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -659222.062500 Penalty: 2626.311768
	Iteration 28Q: 3 clusters Score -659222.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -659232.750000 Penalty: 2626.311768
	Iteration 29Q: 3 clusters Score -659232.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -659246.000000 Penalty: 2626.311768
	Iteration 30Q: 3 clusters Score -659246 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -659256.187500 Penalty: 2626.311768
	Iteration 31Q: 3 clusters Score -659256.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -659267.625000 Penalty: 2626.311768
	Iteration 32Q: 3 clusters Score -659267.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -659273.750000 Penalty: 2626.311768
	Iteration 33Q: 3 clusters Score -659273.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -659279.812500 Penalty: 2626.311768
	Iteration 34Q: 3 clusters Score -659279.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -659286.125000 Penalty: 2626.311768
	Iteration 35Q: 3 clusters Score -659286.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -659291.125000 Penalty: 2626.311768
	Iteration 36Q: 3 clusters Score -659291.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -659295.062500 Penalty: 2626.311768
	Iteration 37Q: 3 clusters Score -659295.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -659299.375000 Penalty: 2626.311768
	Iteration 38Q: 3 clusters Score -659299.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -659303.250000 Penalty: 2626.311768
	Iteration 39Q: 3 clusters Score -659303.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -659308.187500 Penalty: 2626.311768
	Iteration 40F: 3 clusters Score -659308.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -659311.562500 Penalty: 2626.311768
	Iteration 41Q: 3 clusters Score -659311.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -659314.312500 Penalty: 2626.311768
	Iteration 42Q: 3 clusters Score -659314.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -659316.062500 Penalty: 2626.311768
	Iteration 43Q: 3 clusters Score -659316.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -659320.937500 Penalty: 2626.311768
	Iteration 44Q: 3 clusters Score -659320.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -659328.187500 Penalty: 2626.311768
	Iteration 45Q: 3 clusters Score -659328.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -659334.875000 Penalty: 2626.311768
	Iteration 46Q: 3 clusters Score -659334.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -659340.187500 Penalty: 2626.311768
	Iteration 47Q: 3 clusters Score -659340.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -659346.375000 Penalty: 2626.311768
	Iteration 48Q: 3 clusters Score -659346.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -659352.562500 Penalty: 2626.311768
	Iteration 49Q: 3 clusters Score -659352.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -659355.250000 Penalty: 2626.311768
	Iteration 50Q: 3 clusters Score -659355.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -659361.812500 Penalty: 2626.311768
	Iteration 51Q: 3 clusters Score -659361.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -659363.562500 Penalty: 2626.311768
	Iteration 52Q: 3 clusters Score -659363.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -659365.812500 Penalty: 2626.311768
	Iteration 53Q: 3 clusters Score -659365.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -659365.875000 Penalty: 2626.311768
	Iteration 54Q: 3 clusters Score -659365.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -659366.000000 Penalty: 2626.311768
	Iteration 55Q: 3 clusters Score -659366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -659366.000000 Penalty: 2626.311768
	Iteration 56F: 3 clusters Score -659366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (20879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Entering Unmasked Estep 
Score: -2135457.500000 Penalty: 1480.039062
	Iteration 0F: 2 clusters Score -2135458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -2121853.750000 Penalty: 2960.078125
	Iteration 0F: 3 clusters Score -2121854 nChanged 9185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -2126685.000000 Penalty: 2960.078125
	Iteration 1F: 3 clusters Score -2126685 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -2127175.500000 Penalty: 2960.078125
	Iteration 2F: 3 clusters Score -2127176 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -2127587.000000 Penalty: 2960.078125
	Iteration 3Q: 3 clusters Score -2127587 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -2127998.250000 Penalty: 2960.078125
	Iteration 4Q: 3 clusters Score -2127998 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -2128408.750000 Penalty: 2960.078125
	Iteration 5Q: 3 clusters Score -2128409 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -2128882.500000 Penalty: 2960.078125
	Iteration 6Q: 3 clusters Score -2128882 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -2129439.000000 Penalty: 2960.078125
	Iteration 7Q: 3 clusters Score -2129439 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -2130087.500000 Penalty: 2960.078125
	Iteration 8Q: 3 clusters Score -2130088 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -2130779.750000 Penalty: 2960.078125
	Iteration 9Q: 3 clusters Score -2130780 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -2131414.750000 Penalty: 2960.078125
	Iteration 10Q: 3 clusters Score -2131415 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -2131961.750000 Penalty: 2960.078125
	Iteration 11Q: 3 clusters Score -2131962 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -2132341.250000 Penalty: 2960.078125
	Iteration 12Q: 3 clusters Score -2132341 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -2132588.250000 Penalty: 2960.078125
	Iteration 13Q: 3 clusters Score -2132588 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -2132804.000000 Penalty: 2960.078125
	Iteration 14Q: 3 clusters Score -2132804 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -2132981.500000 Penalty: 2960.078125
	Iteration 15Q: 3 clusters Score -2132982 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -2133134.750000 Penalty: 2960.078125
	Iteration 16Q: 3 clusters Score -2133135 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -2133281.500000 Penalty: 2960.078125
	Iteration 17Q: 3 clusters Score -2133282 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -2133424.500000 Penalty: 2960.078125
	Iteration 18Q: 3 clusters Score -2133424 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -2133552.500000 Penalty: 2960.078125
	Iteration 19Q: 3 clusters Score -2133552 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -2133689.500000 Penalty: 2960.078125
	Iteration 20F: 3 clusters Score -2133690 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -2133807.500000 Penalty: 2960.078125
	Iteration 21Q: 3 clusters Score -2133808 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -2133914.250000 Penalty: 2960.078125
	Iteration 22Q: 3 clusters Score -2133914 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -2133996.750000 Penalty: 2960.078125
	Iteration 23Q: 3 clusters Score -2133997 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -2134067.250000 Penalty: 2960.078125
	Iteration 24Q: 3 clusters Score -2134067 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -2134129.250000 Penalty: 2960.078125
	Iteration 25Q: 3 clusters Score -2134129 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -2134189.500000 Penalty: 2960.078125
	Iteration 26Q: 3 clusters Score -2134190 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -2134236.500000 Penalty: 2960.078125
	Iteration 27Q: 3 clusters Score -2134236 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -2134280.250000 Penalty: 2960.078125
	Iteration 28Q: 3 clusters Score -2134280 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -2134324.750000 Penalty: 2960.078125
	Iteration 29Q: 3 clusters Score -2134325 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -2134361.250000 Penalty: 2960.078125
	Iteration 30Q: 3 clusters Score -2134361 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -2134388.750000 Penalty: 2960.078125
	Iteration 31Q: 3 clusters Score -2134389 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -2134416.250000 Penalty: 2960.078125
	Iteration 32Q: 3 clusters Score -2134416 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -2134443.000000 Penalty: 2960.078125
	Iteration 33Q: 3 clusters Score -2134443 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -2134466.500000 Penalty: 2960.078125
	Iteration 34Q: 3 clusters Score -2134466 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -2134478.000000 Penalty: 2960.078125
	Iteration 35Q: 3 clusters Score -2134478 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -2134489.250000 Penalty: 2960.078125
	Iteration 36Q: 3 clusters Score -2134489 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -2134493.750000 Penalty: 2960.078125
	Iteration 37Q: 3 clusters Score -2134494 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -2134496.750000 Penalty: 2960.078125
	Iteration 38Q: 3 clusters Score -2134497 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -2134500.500000 Penalty: 2960.078125
	Iteration 39Q: 3 clusters Score -2134500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -2134505.500000 Penalty: 2960.078125
	Iteration 40F: 3 clusters Score -2134506 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -2134515.750000 Penalty: 2960.078125
	Iteration 41Q: 3 clusters Score -2134516 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -2134525.000000 Penalty: 2960.078125
	Iteration 42Q: 3 clusters Score -2134525 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -2134527.500000 Penalty: 2960.078125
	Iteration 43Q: 3 clusters Score -2134528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -2134534.500000 Penalty: 2960.078125
	Iteration 44Q: 3 clusters Score -2134534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -2134539.500000 Penalty: 2960.078125
	Iteration 45Q: 3 clusters Score -2134540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -2134544.250000 Penalty: 2960.078125
	Iteration 46Q: 3 clusters Score -2134544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -2134545.750000 Penalty: 2960.078125
	Iteration 47Q: 3 clusters Score -2134546 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -2134548.750000 Penalty: 2960.078125
	Iteration 48Q: 3 clusters Score -2134549 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -2134551.750000 Penalty: 2960.078125
	Iteration 49Q: 3 clusters Score -2134552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -2134554.750000 Penalty: 2960.078125
	Iteration 50Q: 3 clusters Score -2134555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -2134560.000000 Penalty: 2960.078125
	Iteration 51Q: 3 clusters Score -2134560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -2134562.250000 Penalty: 2960.078125
	Iteration 52Q: 3 clusters Score -2134562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -2134561.000000 Penalty: 2960.078125
	Iteration 53Q: 3 clusters Score -2134561 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -2134564.000000 Penalty: 2960.078125
	Iteration 54Q: 3 clusters Score -2134564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -2134565.500000 Penalty: 2960.078125
	Iteration 55Q: 3 clusters Score -2134566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -2134566.000000 Penalty: 2960.078125
	Iteration 56Q: 3 clusters Score -2134566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -2134565.750000 Penalty: 2960.078125
	Iteration 57Q: 3 clusters Score -2134566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -2134568.000000 Penalty: 2960.078125
	Iteration 58Q: 3 clusters Score -2134568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -2134570.750000 Penalty: 2960.078125
	Iteration 59Q: 3 clusters Score -2134571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -2134573.000000 Penalty: 2960.078125
	Iteration 60F: 3 clusters Score -2134573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -2134575.500000 Penalty: 2960.078125
	Iteration 61Q: 3 clusters Score -2134576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -2134577.750000 Penalty: 2960.078125
	Iteration 62Q: 3 clusters Score -2134578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -2134579.500000 Penalty: 2960.078125
	Iteration 63Q: 3 clusters Score -2134580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -2134580.750000 Penalty: 2960.078125
	Iteration 64Q: 3 clusters Score -2134581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -2134580.000000 Penalty: 2960.078125
	Iteration 65Q: 3 clusters Score -2134580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -2134580.000000 Penalty: 2960.078125
	Iteration 66F: 3 clusters Score -2134580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Entering Unmasked Estep 
Score: -968405.437500 Penalty: 1364.501831
	Iteration 0F: 2 clusters Score -968405.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -961887.750000 Penalty: 2729.003662
	Iteration 0F: 3 clusters Score -961887.8 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -964125.375000 Penalty: 2729.003662
	Iteration 1F: 3 clusters Score -964125.4 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -964437.937500 Penalty: 2729.003662
	Iteration 2F: 3 clusters Score -964437.9 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -964718.875000 Penalty: 2729.003662
	Iteration 3F: 3 clusters Score -964718.9 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -965015.937500 Penalty: 2729.003662
	Iteration 4F: 3 clusters Score -965015.9 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -965300.062500 Penalty: 2729.003662
	Iteration 5F: 3 clusters Score -965300.1 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -965582.250000 Penalty: 2729.003662
	Iteration 6Q: 3 clusters Score -965582.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -965843.125000 Penalty: 2729.003662
	Iteration 7Q: 3 clusters Score -965843.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -966098.000000 Penalty: 2729.003662
	Iteration 8Q: 3 clusters Score -966098 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -966350.625000 Penalty: 2729.003662
	Iteration 9Q: 3 clusters Score -966350.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -966588.562500 Penalty: 2729.003662
	Iteration 10Q: 3 clusters Score -966588.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -966810.062500 Penalty: 2729.003662
	Iteration 11Q: 3 clusters Score -966810.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -966986.125000 Penalty: 2729.003662
	Iteration 12Q: 3 clusters Score -966986.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -967122.062500 Penalty: 2729.003662
	Iteration 13Q: 3 clusters Score -967122.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -967232.562500 Penalty: 2729.003662
	Iteration 14Q: 3 clusters Score -967232.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -967302.687500 Penalty: 2729.003662
	Iteration 15Q: 3 clusters Score -967302.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -967342.187500 Penalty: 2729.003662
	Iteration 16Q: 3 clusters Score -967342.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -967367.812500 Penalty: 2729.003662
	Iteration 17Q: 3 clusters Score -967367.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -967391.750000 Penalty: 2729.003662
	Iteration 18Q: 3 clusters Score -967391.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -967402.625000 Penalty: 2729.003662
	Iteration 19Q: 3 clusters Score -967402.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -967413.562500 Penalty: 2729.003662
	Iteration 20F: 3 clusters Score -967413.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -967420.250000 Penalty: 2729.003662
	Iteration 21Q: 3 clusters Score -967420.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -967425.437500 Penalty: 2729.003662
	Iteration 22Q: 3 clusters Score -967425.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -967426.937500 Penalty: 2729.003662
	Iteration 23Q: 3 clusters Score -967426.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -967426.812500 Penalty: 2729.003662
	Iteration 24Q: 3 clusters Score -967426.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -967429.750000 Penalty: 2729.003662
	Iteration 25Q: 3 clusters Score -967429.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -967432.125000 Penalty: 2729.003662
	Iteration 26Q: 3 clusters Score -967432.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -967431.250000 Penalty: 2729.003662
	Iteration 27Q: 3 clusters Score -967431.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -967432.000000 Penalty: 2729.003662
	Iteration 28Q: 3 clusters Score -967432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -967432.000000 Penalty: 2729.003662
	Iteration 29F: 3 clusters Score -967432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (23053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Entering Unmasked Estep 
Score: -2335844.250000 Penalty: 1494.778076
	Iteration 0F: 2 clusters Score -2335844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -2320856.000000 Penalty: 2989.556152
	Iteration 0F: 3 clusters Score -2320856 nChanged 10246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -2326443.000000 Penalty: 2989.556152
	Iteration 1F: 3 clusters Score -2326443 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -2326945.750000 Penalty: 2989.556152
	Iteration 2F: 3 clusters Score -2326946 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -2327389.000000 Penalty: 2989.556152
	Iteration 3Q: 3 clusters Score -2327389 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -2327867.000000 Penalty: 2989.556152
	Iteration 4Q: 3 clusters Score -2327867 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -2328406.250000 Penalty: 2989.556152
	Iteration 5Q: 3 clusters Score -2328406 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -2328966.750000 Penalty: 2989.556152
	Iteration 6Q: 3 clusters Score -2328967 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -2329570.500000 Penalty: 2989.556152
	Iteration 7Q: 3 clusters Score -2329570 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -2330206.500000 Penalty: 2989.556152
	Iteration 8Q: 3 clusters Score -2330206 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -2330866.500000 Penalty: 2989.556152
	Iteration 9Q: 3 clusters Score -2330866 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -2331474.250000 Penalty: 2989.556152
	Iteration 10Q: 3 clusters Score -2331474 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -2332070.750000 Penalty: 2989.556152
	Iteration 11Q: 3 clusters Score -2332071 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -2332605.750000 Penalty: 2989.556152
	Iteration 12Q: 3 clusters Score -2332606 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -2333040.500000 Penalty: 2989.556152
	Iteration 13Q: 3 clusters Score -2333040 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -2333395.250000 Penalty: 2989.556152
	Iteration 14Q: 3 clusters Score -2333395 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -2333608.000000 Penalty: 2989.556152
	Iteration 15Q: 3 clusters Score -2333608 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -2333759.250000 Penalty: 2989.556152
	Iteration 16Q: 3 clusters Score -2333759 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -2333872.000000 Penalty: 2989.556152
	Iteration 17Q: 3 clusters Score -2333872 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -2333959.000000 Penalty: 2989.556152
	Iteration 18Q: 3 clusters Score -2333959 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
Score: -2334048.750000 Penalty: 2989.556152
	Iteration 19Q: 3 clusters Score -2334049 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -2334114.000000 Penalty: 2989.556152
	Iteration 20F: 3 clusters Score -2334114 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -2334175.750000 Penalty: 2989.556152
	Iteration 21Q: 3 clusters Score -2334176 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -2334244.500000 Penalty: 2989.556152
	Iteration 22Q: 3 clusters Score -2334244 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -2334305.250000 Penalty: 2989.556152
	Iteration 23Q: 3 clusters Score -2334305 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -2334355.750000 Penalty: 2989.556152
	Iteration 24Q: 3 clusters Score -2334356 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -2334386.750000 Penalty: 2989.556152
	Iteration 25Q: 3 clusters Score -2334387 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -2334415.250000 Penalty: 2989.556152
	Iteration 26Q: 3 clusters Score -2334415 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -2334445.750000 Penalty: 2989.556152
	Iteration 27Q: 3 clusters Score -2334446 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -2334474.750000 Penalty: 2989.556152
	Iteration 28Q: 3 clusters Score -2334475 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -2334491.250000 Penalty: 2989.556152
	Iteration 29Q: 3 clusters Score -2334491 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -2334514.000000 Penalty: 2989.556152
	Iteration 30Q: 3 clusters Score -2334514 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -2334542.000000 Penalty: 2989.556152
	Iteration 31Q: 3 clusters Score -2334542 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -2334563.750000 Penalty: 2989.556152
	Iteration 32Q: 3 clusters Score -2334564 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -2334571.250000 Penalty: 2989.556152
	Iteration 33Q: 3 clusters Score -2334571 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -2334603.500000 Penalty: 2989.556152
	Iteration 34Q: 3 clusters Score -2334604 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -2334626.750000 Penalty: 2989.556152
	Iteration 35Q: 3 clusters Score -2334627 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -2334665.250000 Penalty: 2989.556152
	Iteration 36Q: 3 clusters Score -2334665 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -2334692.250000 Penalty: 2989.556152
	Iteration 37Q: 3 clusters Score -2334692 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -2334719.500000 Penalty: 2989.556152
	Iteration 38Q: 3 clusters Score -2334720 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -2334737.250000 Penalty: 2989.556152
	Iteration 39Q: 3 clusters Score -2334737 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -2334760.000000 Penalty: 2989.556152
	Iteration 40F: 3 clusters Score -2334760 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -2334776.000000 Penalty: 2989.556152
	Iteration 41Q: 3 clusters Score -2334776 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -2334796.750000 Penalty: 2989.556152
	Iteration 42Q: 3 clusters Score -2334797 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -2334806.750000 Penalty: 2989.556152
	Iteration 43Q: 3 clusters Score -2334807 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -2334818.750000 Penalty: 2989.556152
	Iteration 44Q: 3 clusters Score -2334819 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -2334825.500000 Penalty: 2989.556152
	Iteration 45Q: 3 clusters Score -2334826 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -2334831.500000 Penalty: 2989.556152
	Iteration 46Q: 3 clusters Score -2334832 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -2334835.000000 Penalty: 2989.556152
	Iteration 47Q: 3 clusters Score -2334835 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -2334853.000000 Penalty: 2989.556152
	Iteration 48Q: 3 clusters Score -2334853 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -2334852.500000 Penalty: 2989.556152
	Iteration 49Q: 3 clusters Score -2334852 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -2334858.500000 Penalty: 2989.556152
	Iteration 50Q: 3 clusters Score -2334858 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -2334866.500000 Penalty: 2989.556152
	Iteration 51Q: 3 clusters Score -2334866 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -2334869.500000 Penalty: 2989.556152
	Iteration 52Q: 3 clusters Score -2334870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -2334875.750000 Penalty: 2989.556152
	Iteration 53Q: 3 clusters Score -2334876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -2334877.000000 Penalty: 2989.556152
	Iteration 54Q: 3 clusters Score -2334877 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -2334874.500000 Penalty: 2989.556152
	Iteration 55Q: 3 clusters Score -2334874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 21044 members 
Entering Unmasked Estep 
Score: -2334876.500000 Penalty: 2989.556152
	Iteration 56Q: 3 clusters Score -2334876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -2334883.750000 Penalty: 2989.556152
	Iteration 57Q: 3 clusters Score -2334884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -2334878.000000 Penalty: 2989.556152
	Iteration 58Q: 3 clusters Score -2334878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -2334882.500000 Penalty: 2989.556152
	Iteration 59Q: 3 clusters Score -2334882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -2334877.000000 Penalty: 2989.556152
	Iteration 60F: 3 clusters Score -2334877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -2334882.750000 Penalty: 2989.556152
	Iteration 61Q: 3 clusters Score -2334883 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -2334889.250000 Penalty: 2989.556152
	Iteration 62Q: 3 clusters Score -2334889 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -2334881.500000 Penalty: 2989.556152
	Iteration 63Q: 3 clusters Score -2334882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -2334889.750000 Penalty: 2989.556152
	Iteration 64Q: 3 clusters Score -2334890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -2334887.750000 Penalty: 2989.556152
	Iteration 65Q: 3 clusters Score -2334888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -2334886.000000 Penalty: 2989.556152
	Iteration 66Q: 3 clusters Score -2334886 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -2334893.250000 Penalty: 2989.556152
	Iteration 67Q: 3 clusters Score -2334893 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -2334897.250000 Penalty: 2989.556152
	Iteration 68Q: 3 clusters Score -2334897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -2334899.000000 Penalty: 2989.556152
	Iteration 69Q: 3 clusters Score -2334899 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -2334899.500000 Penalty: 2989.556152
	Iteration 70Q: 3 clusters Score -2334900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -2334907.500000 Penalty: 2989.556152
	Iteration 71Q: 3 clusters Score -2334908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -2334905.250000 Penalty: 2989.556152
	Iteration 72Q: 3 clusters Score -2334905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -2334908.750000 Penalty: 2989.556152
	Iteration 73Q: 3 clusters Score -2334909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -2334912.250000 Penalty: 2989.556152
	Iteration 74Q: 3 clusters Score -2334912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -2334914.000000 Penalty: 2989.556152
	Iteration 75Q: 3 clusters Score -2334914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -2334916.000000 Penalty: 2989.556152
	Iteration 76Q: 3 clusters Score -2334916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -2334917.750000 Penalty: 2989.556152
	Iteration 77Q: 3 clusters Score -2334918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -2334917.750000 Penalty: 2989.556152
	Iteration 78Q: 3 clusters Score -2334918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -2334920.750000 Penalty: 2989.556152
	Iteration 79Q: 3 clusters Score -2334921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -2334918.750000 Penalty: 2989.556152
	Iteration 80F: 3 clusters Score -2334919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -2334921.250000 Penalty: 2989.556152
	Iteration 81Q: 3 clusters Score -2334921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -2334919.750000 Penalty: 2989.556152
	Iteration 82Q: 3 clusters Score -2334920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -2334919.750000 Penalty: 2989.556152
	Iteration 83F: 3 clusters Score -2334920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (14470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Entering Unmasked Estep 
Score: -1504024.250000 Penalty: 1425.479126
	Iteration 0F: 2 clusters Score -1504024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1494494.000000 Penalty: 2850.958252
	Iteration 0F: 3 clusters Score -1494494 nChanged 6286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1497941.625000 Penalty: 2850.958252
	Iteration 1F: 3 clusters Score -1497942 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1498377.750000 Penalty: 2850.958252
	Iteration 2F: 3 clusters Score -1498378 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1498801.500000 Penalty: 2850.958252
	Iteration 3F: 3 clusters Score -1498802 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1499227.625000 Penalty: 2850.958252
	Iteration 4F: 3 clusters Score -1499228 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1499682.875000 Penalty: 2850.958252
	Iteration 5F: 3 clusters Score -1499683 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1500214.625000 Penalty: 2850.958252
	Iteration 6F: 3 clusters Score -1500215 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1500776.375000 Penalty: 2850.958252
	Iteration 7F: 3 clusters Score -1500776 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1501321.375000 Penalty: 2850.958252
	Iteration 8F: 3 clusters Score -1501321 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1501785.125000 Penalty: 2850.958252
	Iteration 9Q: 3 clusters Score -1501785 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1502159.250000 Penalty: 2850.958252
	Iteration 10Q: 3 clusters Score -1502159 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1502472.250000 Penalty: 2850.958252
	Iteration 11Q: 3 clusters Score -1502472 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1502674.375000 Penalty: 2850.958252
	Iteration 12Q: 3 clusters Score -1502674 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1502782.750000 Penalty: 2850.958252
	Iteration 13Q: 3 clusters Score -1502783 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1502840.750000 Penalty: 2850.958252
	Iteration 14Q: 3 clusters Score -1502841 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1502880.000000 Penalty: 2850.958252
	Iteration 15Q: 3 clusters Score -1502880 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1502902.500000 Penalty: 2850.958252
	Iteration 16Q: 3 clusters Score -1502902 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1502915.750000 Penalty: 2850.958252
	Iteration 17Q: 3 clusters Score -1502916 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1502925.375000 Penalty: 2850.958252
	Iteration 18Q: 3 clusters Score -1502925 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1502934.750000 Penalty: 2850.958252
	Iteration 19Q: 3 clusters Score -1502935 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1502942.625000 Penalty: 2850.958252
	Iteration 20F: 3 clusters Score -1502943 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1502951.250000 Penalty: 2850.958252
	Iteration 21Q: 3 clusters Score -1502951 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1502956.875000 Penalty: 2850.958252
	Iteration 22Q: 3 clusters Score -1502957 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1502960.375000 Penalty: 2850.958252
	Iteration 23Q: 3 clusters Score -1502960 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1502959.250000 Penalty: 2850.958252
	Iteration 24Q: 3 clusters Score -1502959 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1502964.125000 Penalty: 2850.958252
	Iteration 25Q: 3 clusters Score -1502964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1502964.375000 Penalty: 2850.958252
	Iteration 26Q: 3 clusters Score -1502964 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1502967.250000 Penalty: 2850.958252
	Iteration 27Q: 3 clusters Score -1502967 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1502971.375000 Penalty: 2850.958252
	Iteration 28Q: 3 clusters Score -1502971 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1502969.250000 Penalty: 2850.958252
	Iteration 29Q: 3 clusters Score -1502969 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1502972.375000 Penalty: 2850.958252
	Iteration 30Q: 3 clusters Score -1502972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1502978.000000 Penalty: 2850.958252
	Iteration 31Q: 3 clusters Score -1502978 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1502979.500000 Penalty: 2850.958252
	Iteration 32Q: 3 clusters Score -1502980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1502980.000000 Penalty: 2850.958252
	Iteration 33Q: 3 clusters Score -1502980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1502981.000000 Penalty: 2850.958252
	Iteration 34Q: 3 clusters Score -1502981 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1502982.375000 Penalty: 2850.958252
	Iteration 35Q: 3 clusters Score -1502982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1502980.750000 Penalty: 2850.958252
	Iteration 36Q: 3 clusters Score -1502981 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1502983.750000 Penalty: 2850.958252
	Iteration 37Q: 3 clusters Score -1502984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1502983.875000 Penalty: 2850.958252
	Iteration 38Q: 3 clusters Score -1502984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1502984.500000 Penalty: 2850.958252
	Iteration 39Q: 3 clusters Score -1502984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1502984.750000 Penalty: 2850.958252
	Iteration 40F: 3 clusters Score -1502985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1502985.500000 Penalty: 2850.958252
	Iteration 41Q: 3 clusters Score -1502986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1502988.250000 Penalty: 2850.958252
	Iteration 42Q: 3 clusters Score -1502988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1502988.625000 Penalty: 2850.958252
	Iteration 43Q: 3 clusters Score -1502989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1502986.875000 Penalty: 2850.958252
	Iteration 44Q: 3 clusters Score -1502987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1502987.375000 Penalty: 2850.958252
	Iteration 45Q: 3 clusters Score -1502987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1502987.750000 Penalty: 2850.958252
	Iteration 46Q: 3 clusters Score -1502988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1502985.750000 Penalty: 2850.958252
	Iteration 47Q: 3 clusters Score -1502986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1502986.875000 Penalty: 2850.958252
	Iteration 48Q: 3 clusters Score -1502987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1502989.750000 Penalty: 2850.958252
	Iteration 49Q: 3 clusters Score -1502990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1502988.875000 Penalty: 2850.958252
	Iteration 50Q: 3 clusters Score -1502989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1502987.500000 Penalty: 2850.958252
	Iteration 51Q: 3 clusters Score -1502988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1502996.500000 Penalty: 2850.958252
	Iteration 52Q: 3 clusters Score -1502996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1502995.625000 Penalty: 2850.958252
	Iteration 53Q: 3 clusters Score -1502996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1502993.375000 Penalty: 2850.958252
	Iteration 54Q: 3 clusters Score -1502993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1502994.375000 Penalty: 2850.958252
	Iteration 55Q: 3 clusters Score -1502994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1502995.125000 Penalty: 2850.958252
	Iteration 56Q: 3 clusters Score -1502995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1502992.875000 Penalty: 2850.958252
	Iteration 57Q: 3 clusters Score -1502993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1502994.500000 Penalty: 2850.958252
	Iteration 58Q: 3 clusters Score -1502994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1502994.500000 Penalty: 2850.958252
	Iteration 59F: 3 clusters Score -1502994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Entering Unmasked Estep 
Score: -1038824.125000 Penalty: 1380.982910
	Iteration 0F: 2 clusters Score -1038824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1031692.375000 Penalty: 2761.965820
	Iteration 0F: 3 clusters Score -1031692 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1034283.062500 Penalty: 2761.965820
	Iteration 1F: 3 clusters Score -1034283 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1034744.437500 Penalty: 2761.965820
	Iteration 2F: 3 clusters Score -1034744 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1035111.625000 Penalty: 2761.965820
	Iteration 3F: 3 clusters Score -1035112 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1035405.687500 Penalty: 2761.965820
	Iteration 4F: 3 clusters Score -1035406 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1035685.875000 Penalty: 2761.965820
	Iteration 5Q: 3 clusters Score -1035686 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1035929.312500 Penalty: 2761.965820
	Iteration 6Q: 3 clusters Score -1035929 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1036199.000000 Penalty: 2761.965820
	Iteration 7Q: 3 clusters Score -1036199 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1036457.125000 Penalty: 2761.965820
	Iteration 8Q: 3 clusters Score -1036457 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1036717.437500 Penalty: 2761.965820
	Iteration 9Q: 3 clusters Score -1036717 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1036940.750000 Penalty: 2761.965820
	Iteration 10Q: 3 clusters Score -1036941 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1037137.750000 Penalty: 2761.965820
	Iteration 11Q: 3 clusters Score -1037138 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1037318.875000 Penalty: 2761.965820
	Iteration 12Q: 3 clusters Score -1037319 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1037467.000000 Penalty: 2761.965820
	Iteration 13Q: 3 clusters Score -1037467 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1037604.312500 Penalty: 2761.965820
	Iteration 14Q: 3 clusters Score -1037604 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1037721.687500 Penalty: 2761.965820
	Iteration 15Q: 3 clusters Score -1037722 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1037837.375000 Penalty: 2761.965820
	Iteration 16Q: 3 clusters Score -1037837 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1037907.625000 Penalty: 2761.965820
	Iteration 17Q: 3 clusters Score -1037908 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1037951.875000 Penalty: 2761.965820
	Iteration 18Q: 3 clusters Score -1037952 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1037995.437500 Penalty: 2761.965820
	Iteration 19Q: 3 clusters Score -1037995 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1038030.812500 Penalty: 2761.965820
	Iteration 20F: 3 clusters Score -1038031 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1038065.375000 Penalty: 2761.965820
	Iteration 21Q: 3 clusters Score -1038065 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1038098.875000 Penalty: 2761.965820
	Iteration 22Q: 3 clusters Score -1038099 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1038119.625000 Penalty: 2761.965820
	Iteration 23Q: 3 clusters Score -1038120 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1038135.000000 Penalty: 2761.965820
	Iteration 24Q: 3 clusters Score -1038135 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1038150.375000 Penalty: 2761.965820
	Iteration 25Q: 3 clusters Score -1038150 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1038159.812500 Penalty: 2761.965820
	Iteration 26Q: 3 clusters Score -1038160 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1038168.312500 Penalty: 2761.965820
	Iteration 27Q: 3 clusters Score -1038168 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1038175.250000 Penalty: 2761.965820
	Iteration 28Q: 3 clusters Score -1038175 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1038181.312500 Penalty: 2761.965820
	Iteration 29Q: 3 clusters Score -1038181 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1038185.312500 Penalty: 2761.965820
	Iteration 30Q: 3 clusters Score -1038185 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1038187.125000 Penalty: 2761.965820
	Iteration 31Q: 3 clusters Score -1038187 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1038192.875000 Penalty: 2761.965820
	Iteration 32Q: 3 clusters Score -1038193 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1038201.312500 Penalty: 2761.965820
	Iteration 33Q: 3 clusters Score -1038201 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1038204.062500 Penalty: 2761.965820
	Iteration 34Q: 3 clusters Score -1038204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1038203.937500 Penalty: 2761.965820
	Iteration 35Q: 3 clusters Score -1038204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1038206.000000 Penalty: 2761.965820
	Iteration 36Q: 3 clusters Score -1038206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1038210.562500 Penalty: 2761.965820
	Iteration 37Q: 3 clusters Score -1038211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1038208.875000 Penalty: 2761.965820
	Iteration 38Q: 3 clusters Score -1038209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1038213.875000 Penalty: 2761.965820
	Iteration 39Q: 3 clusters Score -1038214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1038217.000000 Penalty: 2761.965820
	Iteration 40F: 3 clusters Score -1038217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1038220.875000 Penalty: 2761.965820
	Iteration 41Q: 3 clusters Score -1038221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1038223.000000 Penalty: 2761.965820
	Iteration 42Q: 3 clusters Score -1038223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1038226.125000 Penalty: 2761.965820
	Iteration 43Q: 3 clusters Score -1038226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1038229.375000 Penalty: 2761.965820
	Iteration 44Q: 3 clusters Score -1038229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1038233.000000 Penalty: 2761.965820
	Iteration 45Q: 3 clusters Score -1038233 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1038236.000000 Penalty: 2761.965820
	Iteration 46Q: 3 clusters Score -1038236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1038238.687500 Penalty: 2761.965820
	Iteration 47Q: 3 clusters Score -1038239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1038240.250000 Penalty: 2761.965820
	Iteration 48Q: 3 clusters Score -1038240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1038244.312500 Penalty: 2761.965820
	Iteration 49Q: 3 clusters Score -1038244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1038244.375000 Penalty: 2761.965820
	Iteration 50Q: 3 clusters Score -1038244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1038247.125000 Penalty: 2761.965820
	Iteration 51Q: 3 clusters Score -1038247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1038248.062500 Penalty: 2761.965820
	Iteration 52Q: 3 clusters Score -1038248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1038248.437500 Penalty: 2761.965820
	Iteration 53Q: 3 clusters Score -1038248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1038248.437500 Penalty: 2761.965820
	Iteration 54F: 3 clusters Score -1038248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Entering Unmasked Estep 
Score: -397671.968750 Penalty: 1240.026367
	Iteration 0F: 2 clusters Score -397672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -394468.500000 Penalty: 2480.052734
	Iteration 0F: 3 clusters Score -394468.5 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -395377.062500 Penalty: 2480.052734
	Iteration 1F: 3 clusters Score -395377.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -395551.718750 Penalty: 2480.052734
	Iteration 2F: 3 clusters Score -395551.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -395645.875000 Penalty: 2480.052734
	Iteration 3Q: 3 clusters Score -395645.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -395723.000000 Penalty: 2480.052734
	Iteration 4Q: 3 clusters Score -395723 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -395794.531250 Penalty: 2480.052734
	Iteration 5Q: 3 clusters Score -395794.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -395841.531250 Penalty: 2480.052734
	Iteration 6Q: 3 clusters Score -395841.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -395889.812500 Penalty: 2480.052734
	Iteration 7Q: 3 clusters Score -395889.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -395928.375000 Penalty: 2480.052734
	Iteration 8Q: 3 clusters Score -395928.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -395966.343750 Penalty: 2480.052734
	Iteration 9Q: 3 clusters Score -395966.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -396007.875000 Penalty: 2480.052734
	Iteration 10Q: 3 clusters Score -396007.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -396046.187500 Penalty: 2480.052734
	Iteration 11Q: 3 clusters Score -396046.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -396070.781250 Penalty: 2480.052734
	Iteration 12Q: 3 clusters Score -396070.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -396091.937500 Penalty: 2480.052734
	Iteration 13Q: 3 clusters Score -396091.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -396104.562500 Penalty: 2480.052734
	Iteration 14Q: 3 clusters Score -396104.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -396111.781250 Penalty: 2480.052734
	Iteration 15Q: 3 clusters Score -396111.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -396118.937500 Penalty: 2480.052734
	Iteration 16Q: 3 clusters Score -396118.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -396126.468750 Penalty: 2480.052734
	Iteration 17Q: 3 clusters Score -396126.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -396133.781250 Penalty: 2480.052734
	Iteration 18Q: 3 clusters Score -396133.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -396140.031250 Penalty: 2480.052734
	Iteration 19Q: 3 clusters Score -396140 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -396147.937500 Penalty: 2480.052734
	Iteration 20F: 3 clusters Score -396147.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -396151.250000 Penalty: 2480.052734
	Iteration 21Q: 3 clusters Score -396151.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -396156.281250 Penalty: 2480.052734
	Iteration 22Q: 3 clusters Score -396156.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -396157.906250 Penalty: 2480.052734
	Iteration 23Q: 3 clusters Score -396157.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -396161.343750 Penalty: 2480.052734
	Iteration 24Q: 3 clusters Score -396161.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -396163.406250 Penalty: 2480.052734
	Iteration 25Q: 3 clusters Score -396163.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -396167.656250 Penalty: 2480.052734
	Iteration 26Q: 3 clusters Score -396167.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -396170.468750 Penalty: 2480.052734
	Iteration 27Q: 3 clusters Score -396170.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -396173.875000 Penalty: 2480.052734
	Iteration 28Q: 3 clusters Score -396173.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -396177.000000 Penalty: 2480.052734
	Iteration 29Q: 3 clusters Score -396177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -396180.375000 Penalty: 2480.052734
	Iteration 30Q: 3 clusters Score -396180.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -396184.906250 Penalty: 2480.052734
	Iteration 31Q: 3 clusters Score -396184.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -396190.218750 Penalty: 2480.052734
	Iteration 32Q: 3 clusters Score -396190.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -396195.343750 Penalty: 2480.052734
	Iteration 33Q: 3 clusters Score -396195.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -396204.250000 Penalty: 2480.052734
	Iteration 34Q: 3 clusters Score -396204.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -396210.187500 Penalty: 2480.052734
	Iteration 35Q: 3 clusters Score -396210.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -396216.875000 Penalty: 2480.052734
	Iteration 36Q: 3 clusters Score -396216.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -396225.062500 Penalty: 2480.052734
	Iteration 37Q: 3 clusters Score -396225.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -396232.156250 Penalty: 2480.052734
	Iteration 38Q: 3 clusters Score -396232.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -396235.812500 Penalty: 2480.052734
	Iteration 39Q: 3 clusters Score -396235.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -396240.625000 Penalty: 2480.052734
	Iteration 40F: 3 clusters Score -396240.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -396247.250000 Penalty: 2480.052734
	Iteration 41Q: 3 clusters Score -396247.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -396253.718750 Penalty: 2480.052734
	Iteration 42Q: 3 clusters Score -396253.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -396258.468750 Penalty: 2480.052734
	Iteration 43Q: 3 clusters Score -396258.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -396265.281250 Penalty: 2480.052734
	Iteration 44Q: 3 clusters Score -396265.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -396273.062500 Penalty: 2480.052734
	Iteration 45Q: 3 clusters Score -396273.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -396280.843750 Penalty: 2480.052734
	Iteration 46Q: 3 clusters Score -396280.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -396288.437500 Penalty: 2480.052734
	Iteration 47Q: 3 clusters Score -396288.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -396298.843750 Penalty: 2480.052734
	Iteration 48Q: 3 clusters Score -396298.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -396309.968750 Penalty: 2480.052734
	Iteration 49Q: 3 clusters Score -396310 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -396323.687500 Penalty: 2480.052734
	Iteration 50Q: 3 clusters Score -396323.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -396337.718750 Penalty: 2480.052734
	Iteration 51Q: 3 clusters Score -396337.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -396348.968750 Penalty: 2480.052734
	Iteration 52Q: 3 clusters Score -396349 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -396355.625000 Penalty: 2480.052734
	Iteration 53Q: 3 clusters Score -396355.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -396364.531250 Penalty: 2480.052734
	Iteration 54Q: 3 clusters Score -396364.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -396371.312500 Penalty: 2480.052734
	Iteration 55Q: 3 clusters Score -396371.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -396378.812500 Penalty: 2480.052734
	Iteration 56Q: 3 clusters Score -396378.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -396388.781250 Penalty: 2480.052734
	Iteration 57Q: 3 clusters Score -396388.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -396396.843750 Penalty: 2480.052734
	Iteration 58Q: 3 clusters Score -396396.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -396405.062500 Penalty: 2480.052734
	Iteration 59Q: 3 clusters Score -396405.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -396416.906250 Penalty: 2480.052734
	Iteration 60F: 3 clusters Score -396416.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -396428.875000 Penalty: 2480.052734
	Iteration 61Q: 3 clusters Score -396428.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -396438.562500 Penalty: 2480.052734
	Iteration 62Q: 3 clusters Score -396438.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -396453.812500 Penalty: 2480.052734
	Iteration 63Q: 3 clusters Score -396453.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -396469.343750 Penalty: 2480.052734
	Iteration 64Q: 3 clusters Score -396469.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -396485.468750 Penalty: 2480.052734
	Iteration 65Q: 3 clusters Score -396485.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -396497.468750 Penalty: 2480.052734
	Iteration 66Q: 3 clusters Score -396497.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -396511.500000 Penalty: 2480.052734
	Iteration 67Q: 3 clusters Score -396511.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -396528.687500 Penalty: 2480.052734
	Iteration 68Q: 3 clusters Score -396528.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -396554.875000 Penalty: 2480.052734
	Iteration 69Q: 3 clusters Score -396554.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -396576.312500 Penalty: 2480.052734
	Iteration 70Q: 3 clusters Score -396576.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -396597.593750 Penalty: 2480.052734
	Iteration 71Q: 3 clusters Score -396597.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -396611.281250 Penalty: 2480.052734
	Iteration 72Q: 3 clusters Score -396611.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -396629.812500 Penalty: 2480.052734
	Iteration 73Q: 3 clusters Score -396629.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -396648.312500 Penalty: 2480.052734
	Iteration 74Q: 3 clusters Score -396648.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -396663.375000 Penalty: 2480.052734
	Iteration 75Q: 3 clusters Score -396663.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -396676.187500 Penalty: 2480.052734
	Iteration 76Q: 3 clusters Score -396676.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -396685.000000 Penalty: 2480.052734
	Iteration 77Q: 3 clusters Score -396685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -396692.781250 Penalty: 2480.052734
	Iteration 78Q: 3 clusters Score -396692.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -396701.968750 Penalty: 2480.052734
	Iteration 79Q: 3 clusters Score -396702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -396709.187500 Penalty: 2480.052734
	Iteration 80F: 3 clusters Score -396709.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -396715.906250 Penalty: 2480.052734
	Iteration 81Q: 3 clusters Score -396715.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -396719.718750 Penalty: 2480.052734
	Iteration 82Q: 3 clusters Score -396719.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -396726.531250 Penalty: 2480.052734
	Iteration 83Q: 3 clusters Score -396726.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -396732.343750 Penalty: 2480.052734
	Iteration 84Q: 3 clusters Score -396732.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -396739.875000 Penalty: 2480.052734
	Iteration 85Q: 3 clusters Score -396739.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -396743.875000 Penalty: 2480.052734
	Iteration 86Q: 3 clusters Score -396743.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -396748.250000 Penalty: 2480.052734
	Iteration 87Q: 3 clusters Score -396748.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -396754.250000 Penalty: 2480.052734
	Iteration 88Q: 3 clusters Score -396754.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -396759.062500 Penalty: 2480.052734
	Iteration 89Q: 3 clusters Score -396759.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -396762.375000 Penalty: 2480.052734
	Iteration 90Q: 3 clusters Score -396762.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -396766.687500 Penalty: 2480.052734
	Iteration 91Q: 3 clusters Score -396766.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -396769.625000 Penalty: 2480.052734
	Iteration 92Q: 3 clusters Score -396769.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -396773.843750 Penalty: 2480.052734
	Iteration 93Q: 3 clusters Score -396773.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -396777.000000 Penalty: 2480.052734
	Iteration 94Q: 3 clusters Score -396777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -396778.906250 Penalty: 2480.052734
	Iteration 95Q: 3 clusters Score -396778.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -396781.968750 Penalty: 2480.052734
	Iteration 96Q: 3 clusters Score -396782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -396785.218750 Penalty: 2480.052734
	Iteration 97Q: 3 clusters Score -396785.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -396788.500000 Penalty: 2480.052734
	Iteration 98Q: 3 clusters Score -396788.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -396790.750000 Penalty: 2480.052734
	Iteration 99Q: 3 clusters Score -396790.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -396792.468750 Penalty: 2480.052734
	Iteration 100F: 3 clusters Score -396792.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -396793.218750 Penalty: 2480.052734
	Iteration 101Q: 3 clusters Score -396793.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -396795.625000 Penalty: 2480.052734
	Iteration 102Q: 3 clusters Score -396795.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -396800.968750 Penalty: 2480.052734
	Iteration 103Q: 3 clusters Score -396801 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -396807.437500 Penalty: 2480.052734
	Iteration 104Q: 3 clusters Score -396807.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -396810.500000 Penalty: 2480.052734
	Iteration 105Q: 3 clusters Score -396810.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -396814.750000 Penalty: 2480.052734
	Iteration 106Q: 3 clusters Score -396814.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -396822.031250 Penalty: 2480.052734
	Iteration 107Q: 3 clusters Score -396822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -396830.250000 Penalty: 2480.052734
	Iteration 108Q: 3 clusters Score -396830.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -396833.156250 Penalty: 2480.052734
	Iteration 109Q: 3 clusters Score -396833.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -396836.625000 Penalty: 2480.052734
	Iteration 110Q: 3 clusters Score -396836.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -396843.375000 Penalty: 2480.052734
	Iteration 111Q: 3 clusters Score -396843.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -396848.656250 Penalty: 2480.052734
	Iteration 112Q: 3 clusters Score -396848.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -396855.500000 Penalty: 2480.052734
	Iteration 113Q: 3 clusters Score -396855.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -396861.000000 Penalty: 2480.052734
	Iteration 114Q: 3 clusters Score -396861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -396866.375000 Penalty: 2480.052734
	Iteration 115Q: 3 clusters Score -396866.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -396874.062500 Penalty: 2480.052734
	Iteration 116Q: 3 clusters Score -396874.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -396880.312500 Penalty: 2480.052734
	Iteration 117Q: 3 clusters Score -396880.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -396887.125000 Penalty: 2480.052734
	Iteration 118Q: 3 clusters Score -396887.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -396895.875000 Penalty: 2480.052734
	Iteration 119Q: 3 clusters Score -396895.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -396904.125000 Penalty: 2480.052734
	Iteration 120F: 3 clusters Score -396904.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -396915.562500 Penalty: 2480.052734
	Iteration 121Q: 3 clusters Score -396915.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -396923.875000 Penalty: 2480.052734
	Iteration 122Q: 3 clusters Score -396923.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -396940.000000 Penalty: 2480.052734
	Iteration 123Q: 3 clusters Score -396940 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -396956.875000 Penalty: 2480.052734
	Iteration 124Q: 3 clusters Score -396956.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -396980.562500 Penalty: 2480.052734
	Iteration 125Q: 3 clusters Score -396980.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -397009.375000 Penalty: 2480.052734
	Iteration 126Q: 3 clusters Score -397009.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -397035.125000 Penalty: 2480.052734
	Iteration 127Q: 3 clusters Score -397035.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -397054.375000 Penalty: 2480.052734
	Iteration 128Q: 3 clusters Score -397054.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -397070.531250 Penalty: 2480.052734
	Iteration 129Q: 3 clusters Score -397070.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -397089.562500 Penalty: 2480.052734
	Iteration 130Q: 3 clusters Score -397089.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -397108.156250 Penalty: 2480.052734
	Iteration 131Q: 3 clusters Score -397108.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -397119.781250 Penalty: 2480.052734
	Iteration 132Q: 3 clusters Score -397119.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -397128.031250 Penalty: 2480.052734
	Iteration 133Q: 3 clusters Score -397128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -397134.031250 Penalty: 2480.052734
	Iteration 134Q: 3 clusters Score -397134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -397139.625000 Penalty: 2480.052734
	Iteration 135Q: 3 clusters Score -397139.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -397144.875000 Penalty: 2480.052734
	Iteration 136Q: 3 clusters Score -397144.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -397146.375000 Penalty: 2480.052734
	Iteration 137Q: 3 clusters Score -397146.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -397147.093750 Penalty: 2480.052734
	Iteration 138Q: 3 clusters Score -397147.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -397147.500000 Penalty: 2480.052734
	Iteration 139Q: 3 clusters Score -397147.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -397147.500000 Penalty: 2480.052734
	Iteration 140F: 3 clusters Score -397147.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (56970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56970 members 
Entering Unmasked Estep 
Score: -5702581.500000 Penalty: 1629.401733
	Iteration 0F: 2 clusters Score -5702582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28657 members 
Mstep: Class 2 contains 28313 members 
Entering Unmasked Estep 
Score: -5665512.500000 Penalty: 3258.803467
	Iteration 0F: 3 clusters Score -5665512 nChanged 26351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30206 members 
Mstep: Class 2 contains 26764 members 
Entering Unmasked Estep 
Score: -5680218.500000 Penalty: 3258.803467
	Iteration 1F: 3 clusters Score -5680218 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31208 members 
Mstep: Class 2 contains 25762 members 
Entering Unmasked Estep 
Score: -5681056.500000 Penalty: 3258.803467
	Iteration 2Q: 3 clusters Score -5681056 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32713 members 
Mstep: Class 2 contains 24257 members 
Entering Unmasked Estep 
Score: -5682163.000000 Penalty: 3258.803467
	Iteration 3Q: 3 clusters Score -5682163 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34844 members 
Mstep: Class 2 contains 22126 members 
Entering Unmasked Estep 
Score: -5683718.000000 Penalty: 3258.803467
	Iteration 4F: 3 clusters Score -5683718 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37717 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -5686060.000000 Penalty: 3258.803467
	Iteration 5F: 3 clusters Score -5686060 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41101 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -5689211.500000 Penalty: 3258.803467
	Iteration 6F: 3 clusters Score -5689212 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44578 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -5692775.000000 Penalty: 3258.803467
	Iteration 7F: 3 clusters Score -5692775 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47526 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -5695984.500000 Penalty: 3258.803467
	Iteration 8F: 3 clusters Score -5695984 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49530 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -5698123.000000 Penalty: 3258.803467
	Iteration 9Q: 3 clusters Score -5698123 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50745 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -5699176.500000 Penalty: 3258.803467
	Iteration 10Q: 3 clusters Score -5699176 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51571 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -5699783.500000 Penalty: 3258.803467
	Iteration 11Q: 3 clusters Score -5699784 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52204 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -5700083.500000 Penalty: 3258.803467
	Iteration 12Q: 3 clusters Score -5700084 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52732 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -5700333.000000 Penalty: 3258.803467
	Iteration 13Q: 3 clusters Score -5700333 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53163 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -5700497.000000 Penalty: 3258.803467
	Iteration 14Q: 3 clusters Score -5700497 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53510 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -5700635.000000 Penalty: 3258.803467
	Iteration 15Q: 3 clusters Score -5700635 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53824 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -5700772.000000 Penalty: 3258.803467
	Iteration 16Q: 3 clusters Score -5700772 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54101 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -5700898.000000 Penalty: 3258.803467
	Iteration 17Q: 3 clusters Score -5700898 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54332 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -5700996.000000 Penalty: 3258.803467
	Iteration 18Q: 3 clusters Score -5700996 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54541 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -5701082.500000 Penalty: 3258.803467
	Iteration 19Q: 3 clusters Score -5701082 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54715 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -5701145.500000 Penalty: 3258.803467
	Iteration 20F: 3 clusters Score -5701146 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54840 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -5701207.500000 Penalty: 3258.803467
	Iteration 21Q: 3 clusters Score -5701208 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54964 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -5701241.500000 Penalty: 3258.803467
	Iteration 22Q: 3 clusters Score -5701242 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55068 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -5701284.500000 Penalty: 3258.803467
	Iteration 23Q: 3 clusters Score -5701284 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55157 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -5701316.000000 Penalty: 3258.803467
	Iteration 24Q: 3 clusters Score -5701316 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55234 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -5701342.500000 Penalty: 3258.803467
	Iteration 25Q: 3 clusters Score -5701342 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55288 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -5701363.000000 Penalty: 3258.803467
	Iteration 26Q: 3 clusters Score -5701363 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55339 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -5701382.000000 Penalty: 3258.803467
	Iteration 27Q: 3 clusters Score -5701382 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55378 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -5701382.000000 Penalty: 3258.803467
	Iteration 28Q: 3 clusters Score -5701382 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55408 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -5701403.000000 Penalty: 3258.803467
	Iteration 29Q: 3 clusters Score -5701403 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55433 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -5701410.500000 Penalty: 3258.803467
	Iteration 30Q: 3 clusters Score -5701410 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55451 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -5701420.000000 Penalty: 3258.803467
	Iteration 31Q: 3 clusters Score -5701420 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55469 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -5701431.500000 Penalty: 3258.803467
	Iteration 32Q: 3 clusters Score -5701432 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55487 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -5701433.500000 Penalty: 3258.803467
	Iteration 33Q: 3 clusters Score -5701434 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55503 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -5701437.000000 Penalty: 3258.803467
	Iteration 34Q: 3 clusters Score -5701437 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55517 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -5701440.000000 Penalty: 3258.803467
	Iteration 35Q: 3 clusters Score -5701440 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55532 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -5701455.000000 Penalty: 3258.803467
	Iteration 36Q: 3 clusters Score -5701455 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55550 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -5701468.500000 Penalty: 3258.803467
	Iteration 37Q: 3 clusters Score -5701468 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55564 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -5701465.500000 Penalty: 3258.803467
	Iteration 38Q: 3 clusters Score -5701466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55580 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -5701468.500000 Penalty: 3258.803467
	Iteration 39Q: 3 clusters Score -5701468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55591 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -5701467.500000 Penalty: 3258.803467
	Iteration 40F: 3 clusters Score -5701468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55599 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -5701470.000000 Penalty: 3258.803467
	Iteration 41Q: 3 clusters Score -5701470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55611 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -5701474.000000 Penalty: 3258.803467
	Iteration 42Q: 3 clusters Score -5701474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55622 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -5701484.500000 Penalty: 3258.803467
	Iteration 43Q: 3 clusters Score -5701484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55637 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -5701486.500000 Penalty: 3258.803467
	Iteration 44Q: 3 clusters Score -5701486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55650 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -5701489.000000 Penalty: 3258.803467
	Iteration 45Q: 3 clusters Score -5701489 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55659 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -5701489.000000 Penalty: 3258.803467
	Iteration 46Q: 3 clusters Score -5701489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55667 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -5701484.500000 Penalty: 3258.803467
	Iteration 47Q: 3 clusters Score -5701484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55675 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -5701494.500000 Penalty: 3258.803467
	Iteration 48Q: 3 clusters Score -5701494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55679 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -5701499.500000 Penalty: 3258.803467
	Iteration 49Q: 3 clusters Score -5701500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55682 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -5701498.000000 Penalty: 3258.803467
	Iteration 50Q: 3 clusters Score -5701498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55684 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -5701497.000000 Penalty: 3258.803467
	Iteration 51Q: 3 clusters Score -5701497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55685 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -5701499.000000 Penalty: 3258.803467
	Iteration 52Q: 3 clusters Score -5701499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55686 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -5701494.500000 Penalty: 3258.803467
	Iteration 53Q: 3 clusters Score -5701494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55687 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -5701495.500000 Penalty: 3258.803467
	Iteration 54Q: 3 clusters Score -5701496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55689 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -5701503.500000 Penalty: 3258.803467
	Iteration 55Q: 3 clusters Score -5701504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55689 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -5701503.000000 Penalty: 3258.803467
	Iteration 56Q: 3 clusters Score -5701503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55691 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -5701500.500000 Penalty: 3258.803467
	Iteration 57Q: 3 clusters Score -5701500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55693 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -5701494.000000 Penalty: 3258.803467
	Iteration 58Q: 3 clusters Score -5701494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55694 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -5701495.000000 Penalty: 3258.803467
	Iteration 59Q: 3 clusters Score -5701495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55695 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -5701494.500000 Penalty: 3258.803467
	Iteration 60F: 3 clusters Score -5701494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55696 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -5701491.000000 Penalty: 3258.803467
	Iteration 61Q: 3 clusters Score -5701491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55696 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -5701491.000000 Penalty: 3258.803467
	Iteration 62F: 3 clusters Score -5701491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (204169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204169 members 
Entering Unmasked Estep 
Score: -20486268.000000 Penalty: 1819.333496
	Iteration 0F: 2 clusters Score -2.048627e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102188 members 
Mstep: Class 2 contains 101981 members 
Entering Unmasked Estep 
Score: -20350334.000000 Penalty: 3638.666992
	Iteration 0F: 3 clusters Score -2.035033e+07 nChanged 98365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102417 members 
Mstep: Class 2 contains 101752 members 
Entering Unmasked Estep 
Score: -20407650.000000 Penalty: 3638.666992
	Iteration 1F: 3 clusters Score -2.040765e+07 nChanged 6297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102836 members 
Mstep: Class 2 contains 101333 members 
Entering Unmasked Estep 
Score: -20408864.000000 Penalty: 3638.666992
	Iteration 2Q: 3 clusters Score -2.040886e+07 nChanged 6523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103531 members 
Mstep: Class 2 contains 100638 members 
Entering Unmasked Estep 
Score: -20410394.000000 Penalty: 3638.666992
	Iteration 3Q: 3 clusters Score -2.041039e+07 nChanged 7009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104726 members 
Mstep: Class 2 contains 99443 members 
Entering Unmasked Estep 
Score: -20412534.000000 Penalty: 3638.666992
	Iteration 4Q: 3 clusters Score -2.041253e+07 nChanged 7815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106491 members 
Mstep: Class 2 contains 97678 members 
Entering Unmasked Estep 
Score: -20415212.000000 Penalty: 3638.666992
	Iteration 5Q: 3 clusters Score -2.041521e+07 nChanged 8960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109325 members 
Mstep: Class 2 contains 94844 members 
Entering Unmasked Estep 
Score: -20418916.000000 Penalty: 3638.666992
	Iteration 6Q: 3 clusters Score -2.041892e+07 nChanged 10304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113025 members 
Mstep: Class 2 contains 91144 members 
Entering Unmasked Estep 
Score: -20424134.000000 Penalty: 3638.666992
	Iteration 7F: 3 clusters Score -2.042413e+07 nChanged 11956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117689 members 
Mstep: Class 2 contains 86480 members 
Entering Unmasked Estep 
Score: -20431534.000000 Penalty: 3638.666992
	Iteration 8F: 3 clusters Score -2.043153e+07 nChanged 12879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122606 members 
Mstep: Class 2 contains 81563 members 
Entering Unmasked Estep 
Score: -20440304.000000 Penalty: 3638.666992
	Iteration 9F: 3 clusters Score -2.04403e+07 nChanged 12596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126786 members 
Mstep: Class 2 contains 77383 members 
Entering Unmasked Estep 
Score: -20448810.000000 Penalty: 3638.666992
	Iteration 10F: 3 clusters Score -2.044881e+07 nChanged 10692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129844 members 
Mstep: Class 2 contains 74325 members 
Entering Unmasked Estep 
Score: -20454558.000000 Penalty: 3638.666992
	Iteration 11F: 3 clusters Score -2.045456e+07 nChanged 7627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132361 members 
Mstep: Class 2 contains 71808 members 
Entering Unmasked Estep 
Score: -20457512.000000 Penalty: 3638.666992
	Iteration 12Q: 3 clusters Score -2.045751e+07 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134718 members 
Mstep: Class 2 contains 69451 members 
Entering Unmasked Estep 
Score: -20458788.000000 Penalty: 3638.666992
	Iteration 13Q: 3 clusters Score -2.045879e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137140 members 
Mstep: Class 2 contains 67029 members 
Entering Unmasked Estep 
Score: -20459568.000000 Penalty: 3638.666992
	Iteration 14Q: 3 clusters Score -2.045957e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139732 members 
Mstep: Class 2 contains 64437 members 
Entering Unmasked Estep 
Score: -20460270.000000 Penalty: 3638.666992
	Iteration 15Q: 3 clusters Score -2.046027e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142427 members 
Mstep: Class 2 contains 61742 members 
Entering Unmasked Estep 
Score: -20460984.000000 Penalty: 3638.666992
	Iteration 16Q: 3 clusters Score -2.046098e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145161 members 
Mstep: Class 2 contains 59008 members 
Entering Unmasked Estep 
Score: -20461878.000000 Penalty: 3638.666992
	Iteration 17Q: 3 clusters Score -2.046188e+07 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147987 members 
Mstep: Class 2 contains 56182 members 
Entering Unmasked Estep 
Score: -20462574.000000 Penalty: 3638.666992
	Iteration 18Q: 3 clusters Score -2.046257e+07 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151025 members 
Mstep: Class 2 contains 53144 members 
Entering Unmasked Estep 
Score: -20463372.000000 Penalty: 3638.666992
	Iteration 19Q: 3 clusters Score -2.046337e+07 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154216 members 
Mstep: Class 2 contains 49953 members 
Entering Unmasked Estep 
Score: -20464370.000000 Penalty: 3638.666992
	Iteration 20F: 3 clusters Score -2.046437e+07 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157482 members 
Mstep: Class 2 contains 46687 members 
Entering Unmasked Estep 
Score: -20465604.000000 Penalty: 3638.666992
	Iteration 21Q: 3 clusters Score -2.04656e+07 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160787 members 
Mstep: Class 2 contains 43382 members 
Entering Unmasked Estep 
Score: -20466882.000000 Penalty: 3638.666992
	Iteration 22Q: 3 clusters Score -2.046688e+07 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164137 members 
Mstep: Class 2 contains 40032 members 
Entering Unmasked Estep 
Score: -20468230.000000 Penalty: 3638.666992
	Iteration 23Q: 3 clusters Score -2.046823e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167505 members 
Mstep: Class 2 contains 36664 members 
Entering Unmasked Estep 
Score: -20469568.000000 Penalty: 3638.666992
	Iteration 24Q: 3 clusters Score -2.046957e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170789 members 
Mstep: Class 2 contains 33380 members 
Entering Unmasked Estep 
Score: -20470950.000000 Penalty: 3638.666992
	Iteration 25Q: 3 clusters Score -2.047095e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174044 members 
Mstep: Class 2 contains 30125 members 
Entering Unmasked Estep 
Score: -20472364.000000 Penalty: 3638.666992
	Iteration 26Q: 3 clusters Score -2.047236e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177180 members 
Mstep: Class 2 contains 26989 members 
Entering Unmasked Estep 
Score: -20473674.000000 Penalty: 3638.666992
	Iteration 27Q: 3 clusters Score -2.047367e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180185 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -20474954.000000 Penalty: 3638.666992
	Iteration 28Q: 3 clusters Score -2.047495e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182977 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -20476314.000000 Penalty: 3638.666992
	Iteration 29Q: 3 clusters Score -2.047631e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185622 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -20477724.000000 Penalty: 3638.666992
	Iteration 30Q: 3 clusters Score -2.047772e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188041 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -20478788.000000 Penalty: 3638.666992
	Iteration 31Q: 3 clusters Score -2.047879e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190197 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -20479704.000000 Penalty: 3638.666992
	Iteration 32Q: 3 clusters Score -2.04797e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192070 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -20480614.000000 Penalty: 3638.666992
	Iteration 33Q: 3 clusters Score -2.048061e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193689 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -20481446.000000 Penalty: 3638.666992
	Iteration 34Q: 3 clusters Score -2.048145e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195119 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -20482214.000000 Penalty: 3638.666992
	Iteration 35Q: 3 clusters Score -2.048221e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196374 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -20482856.000000 Penalty: 3638.666992
	Iteration 36Q: 3 clusters Score -2.048286e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197381 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -20483270.000000 Penalty: 3638.666992
	Iteration 37Q: 3 clusters Score -2.048327e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198178 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -20483674.000000 Penalty: 3638.666992
	Iteration 38Q: 3 clusters Score -2.048367e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198833 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -20483926.000000 Penalty: 3638.666992
	Iteration 39Q: 3 clusters Score -2.048393e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199359 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -20484150.000000 Penalty: 3638.666992
	Iteration 40F: 3 clusters Score -2.048415e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199778 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -20484296.000000 Penalty: 3638.666992
	Iteration 41Q: 3 clusters Score -2.04843e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200130 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -20484414.000000 Penalty: 3638.666992
	Iteration 42Q: 3 clusters Score -2.048441e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200426 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -20484574.000000 Penalty: 3638.666992
	Iteration 43Q: 3 clusters Score -2.048457e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200678 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -20484646.000000 Penalty: 3638.666992
	Iteration 44Q: 3 clusters Score -2.048465e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200920 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -20484778.000000 Penalty: 3638.666992
	Iteration 45Q: 3 clusters Score -2.048478e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201106 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -20484912.000000 Penalty: 3638.666992
	Iteration 46Q: 3 clusters Score -2.048491e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201259 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -20485126.000000 Penalty: 3638.666992
	Iteration 47Q: 3 clusters Score -2.048513e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201403 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -20485246.000000 Penalty: 3638.666992
	Iteration 48Q: 3 clusters Score -2.048525e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201509 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -20485344.000000 Penalty: 3638.666992
	Iteration 49Q: 3 clusters Score -2.048534e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201597 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -20485372.000000 Penalty: 3638.666992
	Iteration 50Q: 3 clusters Score -2.048537e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201644 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -20485446.000000 Penalty: 3638.666992
	Iteration 51Q: 3 clusters Score -2.048545e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201676 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -20485446.000000 Penalty: 3638.666992
	Iteration 52Q: 3 clusters Score -2.048545e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201698 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -20485460.000000 Penalty: 3638.666992
	Iteration 53Q: 3 clusters Score -2.048546e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201723 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -20485494.000000 Penalty: 3638.666992
	Iteration 54Q: 3 clusters Score -2.048549e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201737 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -20485472.000000 Penalty: 3638.666992
	Iteration 55Q: 3 clusters Score -2.048547e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201760 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -20485498.000000 Penalty: 3638.666992
	Iteration 56Q: 3 clusters Score -2.04855e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201769 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -20485478.000000 Penalty: 3638.666992
	Iteration 57Q: 3 clusters Score -2.048548e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201773 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -20485496.000000 Penalty: 3638.666992
	Iteration 58Q: 3 clusters Score -2.04855e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201784 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -20485494.000000 Penalty: 3638.666992
	Iteration 59Q: 3 clusters Score -2.048549e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201798 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -20485486.000000 Penalty: 3638.666992
	Iteration 60F: 3 clusters Score -2.048549e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201801 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -20485470.000000 Penalty: 3638.666992
	Iteration 61Q: 3 clusters Score -2.048547e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201803 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -20485482.000000 Penalty: 3638.666992
	Iteration 62Q: 3 clusters Score -2.048548e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201803 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -20485482.000000 Penalty: 3638.666992
	Iteration 63Q: 3 clusters Score -2.048548e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201800 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -20485470.000000 Penalty: 3638.666992
	Iteration 64Q: 3 clusters Score -2.048547e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201797 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -20485482.000000 Penalty: 3638.666992
	Iteration 65Q: 3 clusters Score -2.048548e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201797 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -20485482.000000 Penalty: 3638.666992
	Iteration 66Q: 3 clusters Score -2.048548e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201798 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -20485482.000000 Penalty: 3638.666992
	Iteration 67Q: 3 clusters Score -2.048548e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201797 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -20485470.000000 Penalty: 3638.666992
	Iteration 68Q: 3 clusters Score -2.048547e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201796 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -20485490.000000 Penalty: 3638.666992
	Iteration 69Q: 3 clusters Score -2.048549e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201795 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -20485488.000000 Penalty: 3638.666992
	Iteration 70Q: 3 clusters Score -2.048549e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201795 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -20485496.000000 Penalty: 3638.666992
	Iteration 71Q: 3 clusters Score -2.04855e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201795 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -20485496.000000 Penalty: 3638.666992
	Iteration 72F: 3 clusters Score -2.04855e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Entering Unmasked Estep 
Score: -265248.750000 Penalty: 1180.175171
	Iteration 0F: 2 clusters Score -265248.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -262922.375000 Penalty: 2360.350342
	Iteration 0F: 3 clusters Score -262922.4 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -263655.750000 Penalty: 2360.350342
	Iteration 1F: 3 clusters Score -263655.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -263917.000000 Penalty: 2360.350342
	Iteration 2F: 3 clusters Score -263917 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -264084.687500 Penalty: 2360.350342
	Iteration 3F: 3 clusters Score -264084.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -264192.625000 Penalty: 2360.350342
	Iteration 4Q: 3 clusters Score -264192.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -264262.750000 Penalty: 2360.350342
	Iteration 5Q: 3 clusters Score -264262.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -264299.000000 Penalty: 2360.350342
	Iteration 6Q: 3 clusters Score -264299 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -264325.687500 Penalty: 2360.350342
	Iteration 7Q: 3 clusters Score -264325.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -264340.218750 Penalty: 2360.350342
	Iteration 8Q: 3 clusters Score -264340.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -264350.875000 Penalty: 2360.350342
	Iteration 9Q: 3 clusters Score -264350.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -264367.500000 Penalty: 2360.350342
	Iteration 10Q: 3 clusters Score -264367.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -264385.437500 Penalty: 2360.350342
	Iteration 11Q: 3 clusters Score -264385.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -264397.406250 Penalty: 2360.350342
	Iteration 12Q: 3 clusters Score -264397.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -264412.531250 Penalty: 2360.350342
	Iteration 13Q: 3 clusters Score -264412.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -264427.500000 Penalty: 2360.350342
	Iteration 14Q: 3 clusters Score -264427.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -264442.343750 Penalty: 2360.350342
	Iteration 15Q: 3 clusters Score -264442.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -264456.000000 Penalty: 2360.350342
	Iteration 16Q: 3 clusters Score -264456 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -264465.406250 Penalty: 2360.350342
	Iteration 17Q: 3 clusters Score -264465.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -264474.218750 Penalty: 2360.350342
	Iteration 18Q: 3 clusters Score -264474.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -264478.906250 Penalty: 2360.350342
	Iteration 19Q: 3 clusters Score -264478.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -264483.156250 Penalty: 2360.350342
	Iteration 20F: 3 clusters Score -264483.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -264485.468750 Penalty: 2360.350342
	Iteration 21Q: 3 clusters Score -264485.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -264489.593750 Penalty: 2360.350342
	Iteration 22Q: 3 clusters Score -264489.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -264494.437500 Penalty: 2360.350342
	Iteration 23Q: 3 clusters Score -264494.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -264504.437500 Penalty: 2360.350342
	Iteration 24Q: 3 clusters Score -264504.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -264513.218750 Penalty: 2360.350342
	Iteration 25Q: 3 clusters Score -264513.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -264522.156250 Penalty: 2360.350342
	Iteration 26Q: 3 clusters Score -264522.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -264529.562500 Penalty: 2360.350342
	Iteration 27Q: 3 clusters Score -264529.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -264535.062500 Penalty: 2360.350342
	Iteration 28Q: 3 clusters Score -264535.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -264541.843750 Penalty: 2360.350342
	Iteration 29Q: 3 clusters Score -264541.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -264545.687500 Penalty: 2360.350342
	Iteration 30Q: 3 clusters Score -264545.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -264547.968750 Penalty: 2360.350342
	Iteration 31Q: 3 clusters Score -264548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -264551.812500 Penalty: 2360.350342
	Iteration 32Q: 3 clusters Score -264551.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -264558.093750 Penalty: 2360.350342
	Iteration 33Q: 3 clusters Score -264558.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -264563.218750 Penalty: 2360.350342
	Iteration 34Q: 3 clusters Score -264563.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -264568.125000 Penalty: 2360.350342
	Iteration 35Q: 3 clusters Score -264568.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -264574.156250 Penalty: 2360.350342
	Iteration 36Q: 3 clusters Score -264574.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -264581.468750 Penalty: 2360.350342
	Iteration 37Q: 3 clusters Score -264581.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -264587.468750 Penalty: 2360.350342
	Iteration 38Q: 3 clusters Score -264587.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -264589.687500 Penalty: 2360.350342
	Iteration 39Q: 3 clusters Score -264589.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -264592.000000 Penalty: 2360.350342
	Iteration 40F: 3 clusters Score -264592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -264593.687500 Penalty: 2360.350342
	Iteration 41Q: 3 clusters Score -264593.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -264597.843750 Penalty: 2360.350342
	Iteration 42Q: 3 clusters Score -264597.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -264598.968750 Penalty: 2360.350342
	Iteration 43Q: 3 clusters Score -264599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -264599.093750 Penalty: 2360.350342
	Iteration 44Q: 3 clusters Score -264599.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -264599.968750 Penalty: 2360.350342
	Iteration 45Q: 3 clusters Score -264600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -264600.312500 Penalty: 2360.350342
	Iteration 46Q: 3 clusters Score -264600.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -264601.937500 Penalty: 2360.350342
	Iteration 47Q: 3 clusters Score -264601.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -264601.937500 Penalty: 2360.350342
	Iteration 48F: 3 clusters Score -264601.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (11056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Entering Unmasked Estep 
Score: -1157017.750000 Penalty: 1385.436401
	Iteration 0F: 2 clusters Score -1157018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1149532.000000 Penalty: 2770.872803
	Iteration 0F: 3 clusters Score -1149532 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1152119.625000 Penalty: 2770.872803
	Iteration 1F: 3 clusters Score -1152120 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1152543.250000 Penalty: 2770.872803
	Iteration 2F: 3 clusters Score -1152543 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1152886.625000 Penalty: 2770.872803
	Iteration 3F: 3 clusters Score -1152887 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1153207.750000 Penalty: 2770.872803
	Iteration 4F: 3 clusters Score -1153208 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1153534.250000 Penalty: 2770.872803
	Iteration 5Q: 3 clusters Score -1153534 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1153819.375000 Penalty: 2770.872803
	Iteration 6Q: 3 clusters Score -1153819 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1154070.875000 Penalty: 2770.872803
	Iteration 7Q: 3 clusters Score -1154071 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1154284.000000 Penalty: 2770.872803
	Iteration 8Q: 3 clusters Score -1154284 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1154489.875000 Penalty: 2770.872803
	Iteration 9Q: 3 clusters Score -1154490 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1154640.125000 Penalty: 2770.872803
	Iteration 10Q: 3 clusters Score -1154640 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1154781.375000 Penalty: 2770.872803
	Iteration 11Q: 3 clusters Score -1154781 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1154897.125000 Penalty: 2770.872803
	Iteration 12Q: 3 clusters Score -1154897 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1155007.625000 Penalty: 2770.872803
	Iteration 13Q: 3 clusters Score -1155008 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1155096.375000 Penalty: 2770.872803
	Iteration 14Q: 3 clusters Score -1155096 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1155172.125000 Penalty: 2770.872803
	Iteration 15Q: 3 clusters Score -1155172 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1155237.125000 Penalty: 2770.872803
	Iteration 16Q: 3 clusters Score -1155237 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1155291.000000 Penalty: 2770.872803
	Iteration 17Q: 3 clusters Score -1155291 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1155340.375000 Penalty: 2770.872803
	Iteration 18Q: 3 clusters Score -1155340 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1155380.750000 Penalty: 2770.872803
	Iteration 19Q: 3 clusters Score -1155381 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1155422.875000 Penalty: 2770.872803
	Iteration 20F: 3 clusters Score -1155423 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1155458.875000 Penalty: 2770.872803
	Iteration 21Q: 3 clusters Score -1155459 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1155492.625000 Penalty: 2770.872803
	Iteration 22Q: 3 clusters Score -1155493 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1155527.250000 Penalty: 2770.872803
	Iteration 23Q: 3 clusters Score -1155527 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1155549.625000 Penalty: 2770.872803
	Iteration 24Q: 3 clusters Score -1155550 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1155574.750000 Penalty: 2770.872803
	Iteration 25Q: 3 clusters Score -1155575 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1155610.125000 Penalty: 2770.872803
	Iteration 26Q: 3 clusters Score -1155610 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1155650.750000 Penalty: 2770.872803
	Iteration 27Q: 3 clusters Score -1155651 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1155687.000000 Penalty: 2770.872803
	Iteration 28Q: 3 clusters Score -1155687 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1155714.500000 Penalty: 2770.872803
	Iteration 29Q: 3 clusters Score -1155714 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1155739.500000 Penalty: 2770.872803
	Iteration 30Q: 3 clusters Score -1155740 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1155766.500000 Penalty: 2770.872803
	Iteration 31Q: 3 clusters Score -1155766 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1155784.000000 Penalty: 2770.872803
	Iteration 32Q: 3 clusters Score -1155784 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1155805.500000 Penalty: 2770.872803
	Iteration 33Q: 3 clusters Score -1155806 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1155817.000000 Penalty: 2770.872803
	Iteration 34Q: 3 clusters Score -1155817 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1155827.625000 Penalty: 2770.872803
	Iteration 35Q: 3 clusters Score -1155828 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1155849.500000 Penalty: 2770.872803
	Iteration 36Q: 3 clusters Score -1155850 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1155858.500000 Penalty: 2770.872803
	Iteration 37Q: 3 clusters Score -1155858 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1155867.750000 Penalty: 2770.872803
	Iteration 38Q: 3 clusters Score -1155868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1155874.125000 Penalty: 2770.872803
	Iteration 39Q: 3 clusters Score -1155874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1155879.875000 Penalty: 2770.872803
	Iteration 40F: 3 clusters Score -1155880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1155880.000000 Penalty: 2770.872803
	Iteration 41Q: 3 clusters Score -1155880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1155883.000000 Penalty: 2770.872803
	Iteration 42Q: 3 clusters Score -1155883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1155885.625000 Penalty: 2770.872803
	Iteration 43Q: 3 clusters Score -1155886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1155892.250000 Penalty: 2770.872803
	Iteration 44Q: 3 clusters Score -1155892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1155895.375000 Penalty: 2770.872803
	Iteration 45Q: 3 clusters Score -1155895 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1155903.875000 Penalty: 2770.872803
	Iteration 46Q: 3 clusters Score -1155904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1155909.000000 Penalty: 2770.872803
	Iteration 47Q: 3 clusters Score -1155909 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1155913.125000 Penalty: 2770.872803
	Iteration 48Q: 3 clusters Score -1155913 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1155921.250000 Penalty: 2770.872803
	Iteration 49Q: 3 clusters Score -1155921 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1155924.375000 Penalty: 2770.872803
	Iteration 50Q: 3 clusters Score -1155924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1155928.875000 Penalty: 2770.872803
	Iteration 51Q: 3 clusters Score -1155929 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1155932.250000 Penalty: 2770.872803
	Iteration 52Q: 3 clusters Score -1155932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1155937.500000 Penalty: 2770.872803
	Iteration 53Q: 3 clusters Score -1155938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1155945.750000 Penalty: 2770.872803
	Iteration 54Q: 3 clusters Score -1155946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1155946.500000 Penalty: 2770.872803
	Iteration 55Q: 3 clusters Score -1155946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1155947.500000 Penalty: 2770.872803
	Iteration 56Q: 3 clusters Score -1155948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1155949.625000 Penalty: 2770.872803
	Iteration 57Q: 3 clusters Score -1155950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1155951.625000 Penalty: 2770.872803
	Iteration 58Q: 3 clusters Score -1155952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1155951.625000 Penalty: 2770.872803
	Iteration 59F: 3 clusters Score -1155952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (24888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24888 members 
Entering Unmasked Estep 
Score: -2568913.750000 Penalty: 1506.174561
	Iteration 0F: 2 clusters Score -2568914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -2552666.500000 Penalty: 3012.349121
	Iteration 0F: 3 clusters Score -2552666 nChanged 11192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -2558918.000000 Penalty: 3012.349121
	Iteration 1F: 3 clusters Score -2558918 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -2559465.000000 Penalty: 3012.349121
	Iteration 2F: 3 clusters Score -2559465 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -2560059.250000 Penalty: 3012.349121
	Iteration 3F: 3 clusters Score -2560059 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -2560730.750000 Penalty: 3012.349121
	Iteration 4F: 3 clusters Score -2560731 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -2561716.000000 Penalty: 3012.349121
	Iteration 5F: 3 clusters Score -2561716 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -2563459.750000 Penalty: 3012.349121
	Iteration 6F: 3 clusters Score -2563460 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -2566874.000000 Penalty: 3012.349121
	Iteration 7F: 3 clusters Score -2566874 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -2571480.250000 Penalty: 3012.349121
	Iteration 8F: 3 clusters Score -2571480 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -2574093.500000 Penalty: 3012.349121
	Iteration 9F: 3 clusters Score -2574094 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -2575326.000000 Penalty: 3012.349121
	Iteration 10F: 3 clusters Score -2575326 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -2576004.000000 Penalty: 3012.349121
	Iteration 11Q: 3 clusters Score -2576004 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -2576452.000000 Penalty: 3012.349121
	Iteration 12Q: 3 clusters Score -2576452 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -2576751.000000 Penalty: 3012.349121
	Iteration 13Q: 3 clusters Score -2576751 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -2576996.500000 Penalty: 3012.349121
	Iteration 14Q: 3 clusters Score -2576996 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -2577268.500000 Penalty: 3012.349121
	Iteration 15Q: 3 clusters Score -2577268 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -2577571.750000 Penalty: 3012.349121
	Iteration 16Q: 3 clusters Score -2577572 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -2577855.000000 Penalty: 3012.349121
	Iteration 17Q: 3 clusters Score -2577855 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -2578043.250000 Penalty: 3012.349121
	Iteration 18Q: 3 clusters Score -2578043 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -2578136.250000 Penalty: 3012.349121
	Iteration 19Q: 3 clusters Score -2578136 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -2578175.000000 Penalty: 3012.349121
	Iteration 20F: 3 clusters Score -2578175 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -2578182.000000 Penalty: 3012.349121
	Iteration 21Q: 3 clusters Score -2578182 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -2578186.500000 Penalty: 3012.349121
	Iteration 22Q: 3 clusters Score -2578186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -2578184.500000 Penalty: 3012.349121
	Iteration 23Q: 3 clusters Score -2578184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -2578183.000000 Penalty: 3012.349121
	Iteration 24Q: 3 clusters Score -2578183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -2578183.750000 Penalty: 3012.349121
	Iteration 25Q: 3 clusters Score -2578184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -2578183.750000 Penalty: 3012.349121
	Iteration 26F: 3 clusters Score -2578184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 65380 members 
Mstep: Class 2 contains 10343 members 
Mstep: Class 3 contains 16289 members 
Mstep: Class 4 contains 22793 members 
Mstep: Class 5 contains 7882 members 
Mstep: Class 6 contains 11571 members 
Mstep: Class 7 contains 37902 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 11564 members 
Mstep: Class 10 contains 51051 members 
Mstep: Class 11 contains 40154 members 
Mstep: Class 12 contains 30911 members 
Mstep: Class 13 contains 13295 members 
Mstep: Class 14 contains 1542 members 
Mstep: Class 15 contains 12421 members 
Mstep: Class 16 contains 6471 members 
Mstep: Class 17 contains 2761 members 
Mstep: Class 18 contains 2020 members 
Mstep: Class 19 contains 30985 members 
Mstep: Class 20 contains 9890 members 
Mstep: Class 21 contains 2533 members 
Mstep: Class 22 contains 7824 members 
Mstep: Class 23 contains 4257 members 
Mstep: Class 24 contains 3879 members 
Mstep: Class 25 contains 15435 members 
Mstep: Class 26 contains 16174 members 
Mstep: Class 27 contains 6802 members 
Mstep: Class 28 contains 20879 members 
Mstep: Class 29 contains 9605 members 
Mstep: Class 30 contains 23053 members 
Mstep: Class 31 contains 14470 members 
Mstep: Class 32 contains 10730 members 
Mstep: Class 33 contains 4161 members 
Mstep: Class 34 contains 56970 members 
Mstep: Class 35 contains 204169 members 
Mstep: Class 36 contains 2783 members 
Mstep: Class 37 contains 11056 members 
Mstep: Class 38 contains 8012 members 
Mstep: Class 39 contains 2087 members 
Mstep: Class 40 contains 905 members 
Mstep: Class 41 contains 34847 members 
Mstep: Class 42 contains 1920 members 
Mstep: Class 43 contains 17709 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 6152 members 
Mstep: Class 46 contains 1431 members 
Mstep: Class 47 contains 4409 members 
Mstep: Class 48 contains 16876 members 
Entering Unmasked Estep 
Score: -88127080.000000 Penalty: 97921.867188
Splitting cluster 38 changes total score from -88118464.000000 to -88127080.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 39 (2087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Entering Unmasked Estep 
Score: -208091.890625 Penalty: 1137.350220
	Iteration 0F: 2 clusters Score -208091.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -206192.015625 Penalty: 2274.700439
	Iteration 0F: 3 clusters Score -206192 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -206670.890625 Penalty: 2274.700439
	Iteration 1F: 3 clusters Score -206670.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -206814.609375 Penalty: 2274.700439
	Iteration 2F: 3 clusters Score -206814.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -206908.250000 Penalty: 2274.700439
	Iteration 3Q: 3 clusters Score -206908.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -206965.703125 Penalty: 2274.700439
	Iteration 4Q: 3 clusters Score -206965.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -206996.546875 Penalty: 2274.700439
	Iteration 5Q: 3 clusters Score -206996.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -207025.140625 Penalty: 2274.700439
	Iteration 6Q: 3 clusters Score -207025.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -207043.046875 Penalty: 2274.700439
	Iteration 7Q: 3 clusters Score -207043 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -207061.375000 Penalty: 2274.700439
	Iteration 8Q: 3 clusters Score -207061.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -207078.812500 Penalty: 2274.700439
	Iteration 9Q: 3 clusters Score -207078.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -207089.140625 Penalty: 2274.700439
	Iteration 10Q: 3 clusters Score -207089.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -207096.453125 Penalty: 2274.700439
	Iteration 11Q: 3 clusters Score -207096.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -207105.031250 Penalty: 2274.700439
	Iteration 12Q: 3 clusters Score -207105 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -207116.093750 Penalty: 2274.700439
	Iteration 13Q: 3 clusters Score -207116.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -207127.156250 Penalty: 2274.700439
	Iteration 14Q: 3 clusters Score -207127.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -207134.484375 Penalty: 2274.700439
	Iteration 15Q: 3 clusters Score -207134.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -207139.265625 Penalty: 2274.700439
	Iteration 16Q: 3 clusters Score -207139.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -207142.984375 Penalty: 2274.700439
	Iteration 17Q: 3 clusters Score -207143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -207148.468750 Penalty: 2274.700439
	Iteration 18Q: 3 clusters Score -207148.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -207151.562500 Penalty: 2274.700439
	Iteration 19Q: 3 clusters Score -207151.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -207155.015625 Penalty: 2274.700439
	Iteration 20F: 3 clusters Score -207155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -207155.984375 Penalty: 2274.700439
	Iteration 21Q: 3 clusters Score -207156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -207156.187500 Penalty: 2274.700439
	Iteration 22Q: 3 clusters Score -207156.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -207156.187500 Penalty: 2274.700439
	Iteration 23F: 3 clusters Score -207156.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Entering Unmasked Estep 
Score: -73467.046875 Penalty: 1013.020691
	Iteration 0F: 2 clusters Score -73467.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -72353.195312 Penalty: 2026.041382
	Iteration 0F: 3 clusters Score -72353.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -72742.078125 Penalty: 2026.041382
	Iteration 1F: 3 clusters Score -72742.08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -72956.929688 Penalty: 2026.041382
	Iteration 2F: 3 clusters Score -72956.93 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -73066.085938 Penalty: 2026.041382
	Iteration 3F: 3 clusters Score -73066.09 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -73127.281250 Penalty: 2026.041382
	Iteration 4Q: 3 clusters Score -73127.28 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -73175.375000 Penalty: 2026.041382
	Iteration 5Q: 3 clusters Score -73175.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -73191.398438 Penalty: 2026.041382
	Iteration 6Q: 3 clusters Score -73191.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -73211.835938 Penalty: 2026.041382
	Iteration 7Q: 3 clusters Score -73211.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -73235.867188 Penalty: 2026.041382
	Iteration 8Q: 3 clusters Score -73235.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -73246.046875 Penalty: 2026.041382
	Iteration 9Q: 3 clusters Score -73246.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -73255.273438 Penalty: 2026.041382
	Iteration 10Q: 3 clusters Score -73255.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -73260.960938 Penalty: 2026.041382
	Iteration 11Q: 3 clusters Score -73260.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -73275.250000 Penalty: 2026.041382
	Iteration 12Q: 3 clusters Score -73275.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -73290.179688 Penalty: 2026.041382
	Iteration 13Q: 3 clusters Score -73290.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -73306.414062 Penalty: 2026.041382
	Iteration 14Q: 3 clusters Score -73306.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -73325.179688 Penalty: 2026.041382
	Iteration 15Q: 3 clusters Score -73325.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -73350.132812 Penalty: 2026.041382
	Iteration 16Q: 3 clusters Score -73350.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -73363.000000 Penalty: 2026.041382
	Iteration 17Q: 3 clusters Score -73363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -73387.640625 Penalty: 2026.041382
	Iteration 18Q: 3 clusters Score -73387.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -73396.835938 Penalty: 2026.041382
	Iteration 19Q: 3 clusters Score -73396.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -73402.250000 Penalty: 2026.041382
	Iteration 20F: 3 clusters Score -73402.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -73409.484375 Penalty: 2026.041382
	Iteration 21Q: 3 clusters Score -73409.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -73418.609375 Penalty: 2026.041382
	Iteration 22Q: 3 clusters Score -73418.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -73420.992188 Penalty: 2026.041382
	Iteration 23Q: 3 clusters Score -73420.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -73425.421875 Penalty: 2026.041382
	Iteration 24Q: 3 clusters Score -73425.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -73427.421875 Penalty: 2026.041382
	Iteration 25Q: 3 clusters Score -73427.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -73429.500000 Penalty: 2026.041382
	Iteration 26Q: 3 clusters Score -73429.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -73429.500000 Penalty: 2026.041382
	Iteration 27F: 3 clusters Score -73429.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (34847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34847 members 
Entering Unmasked Estep 
Score: -3624416.000000 Penalty: 1556.257935
	Iteration 0F: 2 clusters Score -3624416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -3601753.750000 Penalty: 3112.515869
	Iteration 0F: 3 clusters Score -3601754 nChanged 15806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -3610317.750000 Penalty: 3112.515869
	Iteration 1F: 3 clusters Score -3610318 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -3611095.250000 Penalty: 3112.515869
	Iteration 2F: 3 clusters Score -3611095 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -3612164.000000 Penalty: 3112.515869
	Iteration 3F: 3 clusters Score -3612164 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -3613589.250000 Penalty: 3112.515869
	Iteration 4F: 3 clusters Score -3613589 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 24878 members 
Entering Unmasked Estep 
Score: -3615332.750000 Penalty: 3112.515869
	Iteration 5F: 3 clusters Score -3615333 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
Score: -3617051.250000 Penalty: 3112.515869
	Iteration 6F: 3 clusters Score -3617051 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 28847 members 
Entering Unmasked Estep 
Score: -3618673.500000 Penalty: 3112.515869
	Iteration 7F: 3 clusters Score -3618674 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 30555 members 
Entering Unmasked Estep 
Score: -3620105.750000 Penalty: 3112.515869
	Iteration 8F: 3 clusters Score -3620106 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 31811 members 
Entering Unmasked Estep 
Score: -3621124.000000 Penalty: 3112.515869
	Iteration 9Q: 3 clusters Score -3621124 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 32714 members 
Entering Unmasked Estep 
Score: -3621851.750000 Penalty: 3112.515869
	Iteration 10Q: 3 clusters Score -3621852 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 33327 members 
Entering Unmasked Estep 
Score: -3622325.500000 Penalty: 3112.515869
	Iteration 11Q: 3 clusters Score -3622326 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 33705 members 
Entering Unmasked Estep 
Score: -3622601.000000 Penalty: 3112.515869
	Iteration 12Q: 3 clusters Score -3622601 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 33955 members 
Entering Unmasked Estep 
Score: -3622777.750000 Penalty: 3112.515869
	Iteration 13Q: 3 clusters Score -3622778 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 34116 members 
Entering Unmasked Estep 
Score: -3622912.750000 Penalty: 3112.515869
	Iteration 14Q: 3 clusters Score -3622913 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 34213 members 
Entering Unmasked Estep 
Score: -3623005.500000 Penalty: 3112.515869
	Iteration 15Q: 3 clusters Score -3623006 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 34276 members 
Entering Unmasked Estep 
Score: -3623071.500000 Penalty: 3112.515869
	Iteration 16Q: 3 clusters Score -3623072 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 34324 members 
Entering Unmasked Estep 
Score: -3623121.000000 Penalty: 3112.515869
	Iteration 17Q: 3 clusters Score -3623121 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 34356 members 
Entering Unmasked Estep 
Score: -3623154.750000 Penalty: 3112.515869
	Iteration 18Q: 3 clusters Score -3623155 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 34376 members 
Entering Unmasked Estep 
Score: -3623183.000000 Penalty: 3112.515869
	Iteration 19Q: 3 clusters Score -3623183 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 34390 members 
Entering Unmasked Estep 
Score: -3623198.000000 Penalty: 3112.515869
	Iteration 20F: 3 clusters Score -3623198 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 34401 members 
Entering Unmasked Estep 
Score: -3623208.000000 Penalty: 3112.515869
	Iteration 21Q: 3 clusters Score -3623208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 34402 members 
Entering Unmasked Estep 
Score: -3623208.500000 Penalty: 3112.515869
	Iteration 22Q: 3 clusters Score -3623208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 34405 members 
Entering Unmasked Estep 
Score: -3623208.000000 Penalty: 3112.515869
	Iteration 23Q: 3 clusters Score -3623208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 34409 members 
Entering Unmasked Estep 
Score: -3623215.000000 Penalty: 3112.515869
	Iteration 24Q: 3 clusters Score -3623215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 34414 members 
Entering Unmasked Estep 
Score: -3623224.750000 Penalty: 3112.515869
	Iteration 25Q: 3 clusters Score -3623225 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 34420 members 
Entering Unmasked Estep 
Score: -3623223.750000 Penalty: 3112.515869
	Iteration 26Q: 3 clusters Score -3623224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 34426 members 
Entering Unmasked Estep 
Score: -3623227.000000 Penalty: 3112.515869
	Iteration 27Q: 3 clusters Score -3623227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 34428 members 
Entering Unmasked Estep 
Score: -3623224.500000 Penalty: 3112.515869
	Iteration 28Q: 3 clusters Score -3623224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 34429 members 
Entering Unmasked Estep 
Score: -3623225.750000 Penalty: 3112.515869
	Iteration 29Q: 3 clusters Score -3623226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 34430 members 
Entering Unmasked Estep 
Score: -3623228.250000 Penalty: 3112.515869
	Iteration 30Q: 3 clusters Score -3623228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 34430 members 
Entering Unmasked Estep 
Score: -3623228.250000 Penalty: 3112.515869
	Iteration 31F: 3 clusters Score -3623228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Entering Unmasked Estep 
Score: -172612.093750 Penalty: 1124.940063
	Iteration 0F: 2 clusters Score -172612.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -170817.328125 Penalty: 2249.880127
	Iteration 0F: 3 clusters Score -170817.3 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -171317.687500 Penalty: 2249.880127
	Iteration 1F: 3 clusters Score -171317.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -171506.890625 Penalty: 2249.880127
	Iteration 2F: 3 clusters Score -171506.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -171645.656250 Penalty: 2249.880127
	Iteration 3F: 3 clusters Score -171645.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -171747.031250 Penalty: 2249.880127
	Iteration 4Q: 3 clusters Score -171747 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -171820.046875 Penalty: 2249.880127
	Iteration 5Q: 3 clusters Score -171820 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -171868.156250 Penalty: 2249.880127
	Iteration 6Q: 3 clusters Score -171868.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -171903.546875 Penalty: 2249.880127
	Iteration 7Q: 3 clusters Score -171903.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -171942.765625 Penalty: 2249.880127
	Iteration 8Q: 3 clusters Score -171942.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -171986.093750 Penalty: 2249.880127
	Iteration 9Q: 3 clusters Score -171986.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -172042.125000 Penalty: 2249.880127
	Iteration 10Q: 3 clusters Score -172042.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -172090.328125 Penalty: 2249.880127
	Iteration 11Q: 3 clusters Score -172090.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -172132.312500 Penalty: 2249.880127
	Iteration 12Q: 3 clusters Score -172132.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -172169.015625 Penalty: 2249.880127
	Iteration 13Q: 3 clusters Score -172169 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -172204.578125 Penalty: 2249.880127
	Iteration 14Q: 3 clusters Score -172204.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -172222.953125 Penalty: 2249.880127
	Iteration 15Q: 3 clusters Score -172223 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -172240.000000 Penalty: 2249.880127
	Iteration 16Q: 3 clusters Score -172240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -172260.234375 Penalty: 2249.880127
	Iteration 17Q: 3 clusters Score -172260.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -172269.734375 Penalty: 2249.880127
	Iteration 18Q: 3 clusters Score -172269.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -172279.265625 Penalty: 2249.880127
	Iteration 19Q: 3 clusters Score -172279.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -172285.734375 Penalty: 2249.880127
	Iteration 20F: 3 clusters Score -172285.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -172293.453125 Penalty: 2249.880127
	Iteration 21Q: 3 clusters Score -172293.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -172295.984375 Penalty: 2249.880127
	Iteration 22Q: 3 clusters Score -172296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -172299.203125 Penalty: 2249.880127
	Iteration 23Q: 3 clusters Score -172299.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -172302.687500 Penalty: 2249.880127
	Iteration 24Q: 3 clusters Score -172302.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -172303.453125 Penalty: 2249.880127
	Iteration 25Q: 3 clusters Score -172303.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -172303.453125 Penalty: 2249.880127
	Iteration 26F: 3 clusters Score -172303.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (17709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Entering Unmasked Estep 
Score: -1861061.875000 Penalty: 1455.536011
	Iteration 0F: 2 clusters Score -1861062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1849393.500000 Penalty: 2911.072021
	Iteration 0F: 3 clusters Score -1849394 nChanged 7712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1853557.500000 Penalty: 2911.072021
	Iteration 1F: 3 clusters Score -1853558 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1853951.750000 Penalty: 2911.072021
	Iteration 2F: 3 clusters Score -1853952 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1854272.250000 Penalty: 2911.072021
	Iteration 3Q: 3 clusters Score -1854272 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1854573.250000 Penalty: 2911.072021
	Iteration 4Q: 3 clusters Score -1854573 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1854843.500000 Penalty: 2911.072021
	Iteration 5Q: 3 clusters Score -1854844 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1855141.625000 Penalty: 2911.072021
	Iteration 6Q: 3 clusters Score -1855142 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -1855481.625000 Penalty: 2911.072021
	Iteration 7Q: 3 clusters Score -1855482 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -1855910.375000 Penalty: 2911.072021
	Iteration 8Q: 3 clusters Score -1855910 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -1856458.250000 Penalty: 2911.072021
	Iteration 9F: 3 clusters Score -1856458 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -1857082.125000 Penalty: 2911.072021
	Iteration 10F: 3 clusters Score -1857082 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -1857696.375000 Penalty: 2911.072021
	Iteration 11Q: 3 clusters Score -1857696 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -1858272.125000 Penalty: 2911.072021
	Iteration 12Q: 3 clusters Score -1858272 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -1858758.125000 Penalty: 2911.072021
	Iteration 13Q: 3 clusters Score -1858758 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -1859104.750000 Penalty: 2911.072021
	Iteration 14Q: 3 clusters Score -1859105 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -1859366.250000 Penalty: 2911.072021
	Iteration 15Q: 3 clusters Score -1859366 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -1859538.500000 Penalty: 2911.072021
	Iteration 16Q: 3 clusters Score -1859538 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -1859657.750000 Penalty: 2911.072021
	Iteration 17Q: 3 clusters Score -1859658 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -1859751.125000 Penalty: 2911.072021
	Iteration 18Q: 3 clusters Score -1859751 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -1859816.750000 Penalty: 2911.072021
	Iteration 19Q: 3 clusters Score -1859817 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -1859860.250000 Penalty: 2911.072021
	Iteration 20F: 3 clusters Score -1859860 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -1859881.750000 Penalty: 2911.072021
	Iteration 21Q: 3 clusters Score -1859882 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -1859907.750000 Penalty: 2911.072021
	Iteration 22Q: 3 clusters Score -1859908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -1859922.625000 Penalty: 2911.072021
	Iteration 23Q: 3 clusters Score -1859923 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -1859933.500000 Penalty: 2911.072021
	Iteration 24Q: 3 clusters Score -1859934 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -1859949.125000 Penalty: 2911.072021
	Iteration 25Q: 3 clusters Score -1859949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -1859952.500000 Penalty: 2911.072021
	Iteration 26Q: 3 clusters Score -1859952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -1859956.500000 Penalty: 2911.072021
	Iteration 27Q: 3 clusters Score -1859956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -1859960.000000 Penalty: 2911.072021
	Iteration 28Q: 3 clusters Score -1859960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -1859963.500000 Penalty: 2911.072021
	Iteration 29Q: 3 clusters Score -1859964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -1859966.625000 Penalty: 2911.072021
	Iteration 30Q: 3 clusters Score -1859967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -1859966.625000 Penalty: 2911.072021
	Iteration 31F: 3 clusters Score -1859967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Entering Unmasked Estep 
Score: -34833.527344 Penalty: 882.718140
	Iteration 0F: 2 clusters Score -34833.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -34070.398438 Penalty: 1765.436279
	Iteration 0F: 3 clusters Score -34070.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -34198.121094 Penalty: 1765.436279
	Iteration 1F: 3 clusters Score -34198.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -34232.246094 Penalty: 1765.436279
	Iteration 2Q: 3 clusters Score -34232.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -34239.722656 Penalty: 1765.436279
	Iteration 3Q: 3 clusters Score -34239.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -34244.824219 Penalty: 1765.436279
	Iteration 4Q: 3 clusters Score -34244.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -34247.378906 Penalty: 1765.436279
	Iteration 5Q: 3 clusters Score -34247.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -34247.378906 Penalty: 1765.436279
	Iteration 6F: 3 clusters Score -34247.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (6152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Entering Unmasked Estep 
Score: -584067.375000 Penalty: 1298.210449
	Iteration 0F: 2 clusters Score -584067.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -579759.562500 Penalty: 2596.420898
	Iteration 0F: 3 clusters Score -579759.6 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -581296.125000 Penalty: 2596.420898
	Iteration 1F: 3 clusters Score -581296.1 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -581674.000000 Penalty: 2596.420898
	Iteration 2F: 3 clusters Score -581674 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -581948.312500 Penalty: 2596.420898
	Iteration 3F: 3 clusters Score -581948.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -582142.750000 Penalty: 2596.420898
	Iteration 4Q: 3 clusters Score -582142.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -582292.687500 Penalty: 2596.420898
	Iteration 5Q: 3 clusters Score -582292.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -582434.000000 Penalty: 2596.420898
	Iteration 6Q: 3 clusters Score -582434 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -582542.937500 Penalty: 2596.420898
	Iteration 7Q: 3 clusters Score -582542.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -582627.062500 Penalty: 2596.420898
	Iteration 8Q: 3 clusters Score -582627.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -582706.937500 Penalty: 2596.420898
	Iteration 9Q: 3 clusters Score -582706.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -582774.500000 Penalty: 2596.420898
	Iteration 10Q: 3 clusters Score -582774.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -582823.437500 Penalty: 2596.420898
	Iteration 11Q: 3 clusters Score -582823.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -582859.562500 Penalty: 2596.420898
	Iteration 12Q: 3 clusters Score -582859.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -582886.875000 Penalty: 2596.420898
	Iteration 13Q: 3 clusters Score -582886.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -582903.687500 Penalty: 2596.420898
	Iteration 14Q: 3 clusters Score -582903.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -582916.750000 Penalty: 2596.420898
	Iteration 15Q: 3 clusters Score -582916.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -582929.312500 Penalty: 2596.420898
	Iteration 16Q: 3 clusters Score -582929.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -582936.437500 Penalty: 2596.420898
	Iteration 17Q: 3 clusters Score -582936.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -582940.562500 Penalty: 2596.420898
	Iteration 18Q: 3 clusters Score -582940.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -582948.250000 Penalty: 2596.420898
	Iteration 19Q: 3 clusters Score -582948.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -582953.812500 Penalty: 2596.420898
	Iteration 20F: 3 clusters Score -582953.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -582962.000000 Penalty: 2596.420898
	Iteration 21Q: 3 clusters Score -582962 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -582968.687500 Penalty: 2596.420898
	Iteration 22Q: 3 clusters Score -582968.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -582976.937500 Penalty: 2596.420898
	Iteration 23Q: 3 clusters Score -582976.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -582982.812500 Penalty: 2596.420898
	Iteration 24Q: 3 clusters Score -582982.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -582989.437500 Penalty: 2596.420898
	Iteration 25Q: 3 clusters Score -582989.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -582995.875000 Penalty: 2596.420898
	Iteration 26Q: 3 clusters Score -582995.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -582999.562500 Penalty: 2596.420898
	Iteration 27Q: 3 clusters Score -582999.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -583003.125000 Penalty: 2596.420898
	Iteration 28Q: 3 clusters Score -583003.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -583007.625000 Penalty: 2596.420898
	Iteration 29Q: 3 clusters Score -583007.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -583011.812500 Penalty: 2596.420898
	Iteration 30Q: 3 clusters Score -583011.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -583019.062500 Penalty: 2596.420898
	Iteration 31Q: 3 clusters Score -583019.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -583024.625000 Penalty: 2596.420898
	Iteration 32Q: 3 clusters Score -583024.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -583032.000000 Penalty: 2596.420898
	Iteration 33Q: 3 clusters Score -583032 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -583047.437500 Penalty: 2596.420898
	Iteration 34Q: 3 clusters Score -583047.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -583056.500000 Penalty: 2596.420898
	Iteration 35Q: 3 clusters Score -583056.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -583062.000000 Penalty: 2596.420898
	Iteration 36Q: 3 clusters Score -583062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -583065.687500 Penalty: 2596.420898
	Iteration 37Q: 3 clusters Score -583065.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -583072.125000 Penalty: 2596.420898
	Iteration 38Q: 3 clusters Score -583072.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -583079.500000 Penalty: 2596.420898
	Iteration 39Q: 3 clusters Score -583079.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -583090.000000 Penalty: 2596.420898
	Iteration 40F: 3 clusters Score -583090 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -583100.125000 Penalty: 2596.420898
	Iteration 41Q: 3 clusters Score -583100.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -583113.187500 Penalty: 2596.420898
	Iteration 42Q: 3 clusters Score -583113.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -583123.625000 Penalty: 2596.420898
	Iteration 43Q: 3 clusters Score -583123.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -583133.250000 Penalty: 2596.420898
	Iteration 44Q: 3 clusters Score -583133.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -583142.937500 Penalty: 2596.420898
	Iteration 45Q: 3 clusters Score -583142.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -583155.937500 Penalty: 2596.420898
	Iteration 46Q: 3 clusters Score -583155.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -583169.687500 Penalty: 2596.420898
	Iteration 47Q: 3 clusters Score -583169.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -583179.750000 Penalty: 2596.420898
	Iteration 48Q: 3 clusters Score -583179.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -583191.437500 Penalty: 2596.420898
	Iteration 49Q: 3 clusters Score -583191.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -583209.375000 Penalty: 2596.420898
	Iteration 50Q: 3 clusters Score -583209.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -583229.687500 Penalty: 2596.420898
	Iteration 51Q: 3 clusters Score -583229.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -583254.312500 Penalty: 2596.420898
	Iteration 52Q: 3 clusters Score -583254.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -583270.687500 Penalty: 2596.420898
	Iteration 53Q: 3 clusters Score -583270.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -583287.375000 Penalty: 2596.420898
	Iteration 54Q: 3 clusters Score -583287.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -583301.625000 Penalty: 2596.420898
	Iteration 55Q: 3 clusters Score -583301.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -583315.187500 Penalty: 2596.420898
	Iteration 56Q: 3 clusters Score -583315.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -583330.687500 Penalty: 2596.420898
	Iteration 57Q: 3 clusters Score -583330.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -583348.125000 Penalty: 2596.420898
	Iteration 58Q: 3 clusters Score -583348.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -583362.000000 Penalty: 2596.420898
	Iteration 59Q: 3 clusters Score -583362 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -583371.187500 Penalty: 2596.420898
	Iteration 60F: 3 clusters Score -583371.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -583378.250000 Penalty: 2596.420898
	Iteration 61Q: 3 clusters Score -583378.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -583385.187500 Penalty: 2596.420898
	Iteration 62Q: 3 clusters Score -583385.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -583395.562500 Penalty: 2596.420898
	Iteration 63Q: 3 clusters Score -583395.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -583410.250000 Penalty: 2596.420898
	Iteration 64Q: 3 clusters Score -583410.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -583427.375000 Penalty: 2596.420898
	Iteration 65Q: 3 clusters Score -583427.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -583449.250000 Penalty: 2596.420898
	Iteration 66Q: 3 clusters Score -583449.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -583473.375000 Penalty: 2596.420898
	Iteration 67Q: 3 clusters Score -583473.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -583510.437500 Penalty: 2596.420898
	Iteration 68Q: 3 clusters Score -583510.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -583554.187500 Penalty: 2596.420898
	Iteration 69Q: 3 clusters Score -583554.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -583591.437500 Penalty: 2596.420898
	Iteration 70Q: 3 clusters Score -583591.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -583621.250000 Penalty: 2596.420898
	Iteration 71Q: 3 clusters Score -583621.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -583650.625000 Penalty: 2596.420898
	Iteration 72Q: 3 clusters Score -583650.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -583678.250000 Penalty: 2596.420898
	Iteration 73Q: 3 clusters Score -583678.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -583707.875000 Penalty: 2596.420898
	Iteration 74Q: 3 clusters Score -583707.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -583733.437500 Penalty: 2596.420898
	Iteration 75Q: 3 clusters Score -583733.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -583752.750000 Penalty: 2596.420898
	Iteration 76Q: 3 clusters Score -583752.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -583766.187500 Penalty: 2596.420898
	Iteration 77Q: 3 clusters Score -583766.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -583777.000000 Penalty: 2596.420898
	Iteration 78Q: 3 clusters Score -583777 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -583786.625000 Penalty: 2596.420898
	Iteration 79Q: 3 clusters Score -583786.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -583792.187500 Penalty: 2596.420898
	Iteration 80F: 3 clusters Score -583792.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -583800.250000 Penalty: 2596.420898
	Iteration 81Q: 3 clusters Score -583800.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -583802.812500 Penalty: 2596.420898
	Iteration 82Q: 3 clusters Score -583802.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -583805.187500 Penalty: 2596.420898
	Iteration 83Q: 3 clusters Score -583805.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -583806.625000 Penalty: 2596.420898
	Iteration 84Q: 3 clusters Score -583806.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -583807.062500 Penalty: 2596.420898
	Iteration 85Q: 3 clusters Score -583807.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -583808.750000 Penalty: 2596.420898
	Iteration 86Q: 3 clusters Score -583808.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -583810.875000 Penalty: 2596.420898
	Iteration 87Q: 3 clusters Score -583810.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -583811.312500 Penalty: 2596.420898
	Iteration 88Q: 3 clusters Score -583811.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -583813.062500 Penalty: 2596.420898
	Iteration 89Q: 3 clusters Score -583813.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -583813.000000 Penalty: 2596.420898
	Iteration 90Q: 3 clusters Score -583813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -583815.562500 Penalty: 2596.420898
	Iteration 91Q: 3 clusters Score -583815.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -583815.625000 Penalty: 2596.420898
	Iteration 92Q: 3 clusters Score -583815.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -583815.875000 Penalty: 2596.420898
	Iteration 93Q: 3 clusters Score -583815.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -583818.750000 Penalty: 2596.420898
	Iteration 94Q: 3 clusters Score -583818.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -583818.312500 Penalty: 2596.420898
	Iteration 95Q: 3 clusters Score -583818.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -583818.312500 Penalty: 2596.420898
	Iteration 96F: 3 clusters Score -583818.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Entering Unmasked Estep 
Score: -129448.218750 Penalty: 1081.199951
	Iteration 0F: 2 clusters Score -129448.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -127964.695312 Penalty: 2162.399902
	Iteration 0F: 3 clusters Score -127964.7 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -128420.351562 Penalty: 2162.399902
	Iteration 1F: 3 clusters Score -128420.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -128557.468750 Penalty: 2162.399902
	Iteration 2F: 3 clusters Score -128557.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -128638.632812 Penalty: 2162.399902
	Iteration 3Q: 3 clusters Score -128638.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -128700.359375 Penalty: 2162.399902
	Iteration 4Q: 3 clusters Score -128700.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -128778.734375 Penalty: 2162.399902
	Iteration 5Q: 3 clusters Score -128778.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -128859.195312 Penalty: 2162.399902
	Iteration 6Q: 3 clusters Score -128859.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -128917.335938 Penalty: 2162.399902
	Iteration 7Q: 3 clusters Score -128917.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -128972.046875 Penalty: 2162.399902
	Iteration 8Q: 3 clusters Score -128972 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -129020.757812 Penalty: 2162.399902
	Iteration 9Q: 3 clusters Score -129020.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -129068.625000 Penalty: 2162.399902
	Iteration 10Q: 3 clusters Score -129068.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -129129.578125 Penalty: 2162.399902
	Iteration 11Q: 3 clusters Score -129129.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -129178.484375 Penalty: 2162.399902
	Iteration 12Q: 3 clusters Score -129178.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -129214.367188 Penalty: 2162.399902
	Iteration 13Q: 3 clusters Score -129214.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -129241.437500 Penalty: 2162.399902
	Iteration 14Q: 3 clusters Score -129241.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -129258.656250 Penalty: 2162.399902
	Iteration 15Q: 3 clusters Score -129258.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -129272.421875 Penalty: 2162.399902
	Iteration 16Q: 3 clusters Score -129272.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -129281.375000 Penalty: 2162.399902
	Iteration 17Q: 3 clusters Score -129281.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -129287.812500 Penalty: 2162.399902
	Iteration 18Q: 3 clusters Score -129287.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -129292.750000 Penalty: 2162.399902
	Iteration 19Q: 3 clusters Score -129292.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -129293.554688 Penalty: 2162.399902
	Iteration 20F: 3 clusters Score -129293.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -129294.500000 Penalty: 2162.399902
	Iteration 21Q: 3 clusters Score -129294.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -129296.164062 Penalty: 2162.399902
	Iteration 22Q: 3 clusters Score -129296.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -129296.164062 Penalty: 2162.399902
	Iteration 23F: 3 clusters Score -129296.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 65380 members 
Mstep: Class 2 contains 10343 members 
Mstep: Class 3 contains 16289 members 
Mstep: Class 4 contains 22793 members 
Mstep: Class 5 contains 7882 members 
Mstep: Class 6 contains 11571 members 
Mstep: Class 7 contains 37902 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 11564 members 
Mstep: Class 10 contains 51051 members 
Mstep: Class 11 contains 40154 members 
Mstep: Class 12 contains 30911 members 
Mstep: Class 13 contains 13295 members 
Mstep: Class 14 contains 1542 members 
Mstep: Class 15 contains 12421 members 
Mstep: Class 16 contains 6471 members 
Mstep: Class 17 contains 2761 members 
Mstep: Class 18 contains 2020 members 
Mstep: Class 19 contains 30985 members 
Mstep: Class 20 contains 9890 members 
Mstep: Class 21 contains 2533 members 
Mstep: Class 22 contains 7824 members 
Mstep: Class 23 contains 4257 members 
Mstep: Class 24 contains 3879 members 
Mstep: Class 25 contains 15435 members 
Mstep: Class 26 contains 16174 members 
Mstep: Class 27 contains 6802 members 
Mstep: Class 28 contains 20879 members 
Mstep: Class 29 contains 9605 members 
Mstep: Class 30 contains 23053 members 
Mstep: Class 31 contains 14470 members 
Mstep: Class 32 contains 10730 members 
Mstep: Class 33 contains 4161 members 
Mstep: Class 34 contains 56970 members 
Mstep: Class 35 contains 204169 members 
Mstep: Class 36 contains 2783 members 
Mstep: Class 37 contains 11056 members 
Mstep: Class 38 contains 8012 members 
Mstep: Class 39 contains 2087 members 
Mstep: Class 40 contains 905 members 
Mstep: Class 41 contains 34847 members 
Mstep: Class 42 contains 1920 members 
Mstep: Class 43 contains 17709 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 6152 members 
Mstep: Class 46 contains 1431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88129056.000000 Penalty: 97921.867188
Iteration 119Q: 49 clusters Score -8.812906e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 65312 members 
Mstep: Class 2 contains 10341 members 
Mstep: Class 3 contains 16240 members 
Mstep: Class 4 contains 23554 members 
Mstep: Class 5 contains 7892 members 
Mstep: Class 6 contains 11479 members 
Mstep: Class 7 contains 37907 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 11566 members 
Mstep: Class 10 contains 50969 members 
Mstep: Class 11 contains 40156 members 
Mstep: Class 12 contains 30757 members 
Mstep: Class 13 contains 13289 members 
Mstep: Class 14 contains 1542 members 
Mstep: Class 15 contains 12415 members 
Mstep: Class 16 contains 6474 members 
Mstep: Class 17 contains 2760 members 
Mstep: Class 18 contains 2042 members 
Mstep: Class 19 contains 31094 members 
Mstep: Class 20 contains 9892 members 
Mstep: Class 21 contains 2532 members 
Mstep: Class 22 contains 7815 members 
Mstep: Class 23 contains 4395 members 
Mstep: Class 24 contains 3885 members 
Mstep: Class 25 contains 15435 members 
Mstep: Class 26 contains 16173 members 
Mstep: Class 27 contains 6800 members 
Mstep: Class 28 contains 20874 members 
Mstep: Class 29 contains 9609 members 
Mstep: Class 30 contains 23002 members 
Mstep: Class 31 contains 14476 members 
Mstep: Class 32 contains 10725 members 
Mstep: Class 33 contains 4115 members 
Mstep: Class 34 contains 56716 members 
Mstep: Class 35 contains 204044 members 
Mstep: Class 36 contains 2783 members 
Mstep: Class 37 contains 11052 members 
Mstep: Class 38 contains 8173 members 
Mstep: Class 39 contains 2103 members 
Mstep: Class 40 contains 904 members 
Mstep: Class 41 contains 34883 members 
Mstep: Class 42 contains 1918 members 
Mstep: Class 43 contains 17717 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 6140 members 
Mstep: Class 46 contains 1431 members 
Mstep: Class 47 contains 4452 members 
Mstep: Class 48 contains 16520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131080.000000 Penalty: 97921.867188
Iteration 120F: 49 clusters Score -8.813108e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 65262 members 
Mstep: Class 2 contains 10336 members 
Mstep: Class 3 contains 16219 members 
Mstep: Class 4 contains 23413 members 
Mstep: Class 5 contains 7894 members 
Mstep: Class 6 contains 11398 members 
Mstep: Class 7 contains 37902 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 11567 members 
Mstep: Class 10 contains 50907 members 
Mstep: Class 11 contains 40153 members 
Mstep: Class 12 contains 30630 members 
Mstep: Class 13 contains 13281 members 
Mstep: Class 14 contains 1541 members 
Mstep: Class 15 contains 12404 members 
Mstep: Class 16 contains 6474 members 
Mstep: Class 17 contains 2761 members 
Mstep: Class 18 contains 2054 members 
Mstep: Class 19 contains 31206 members 
Mstep: Class 20 contains 9895 members 
Mstep: Class 21 contains 2537 members 
Mstep: Class 22 contains 7808 members 
Mstep: Class 23 contains 4353 members 
Mstep: Class 24 contains 3897 members 
Mstep: Class 25 contains 15434 members 
Mstep: Class 26 contains 16172 members 
Mstep: Class 27 contains 6763 members 
Mstep: Class 28 contains 20870 members 
Mstep: Class 29 contains 9616 members 
Mstep: Class 30 contains 22960 members 
Mstep: Class 31 contains 14475 members 
Mstep: Class 32 contains 10710 members 
Mstep: Class 33 contains 4086 members 
Mstep: Class 34 contains 56469 members 
Mstep: Class 35 contains 203768 members 
Mstep: Class 36 contains 2783 members 
Mstep: Class 37 contains 11048 members 
Mstep: Class 38 contains 8219 members 
Mstep: Class 39 contains 2117 members 
Mstep: Class 40 contains 906 members 
Mstep: Class 41 contains 34921 members 
Mstep: Class 42 contains 1918 members 
Mstep: Class 43 contains 17717 members 
Mstep: Class 44 contains 379 members 
Mstep: Class 45 contains 6142 members 
Mstep: Class 46 contains 1431 members 
Mstep: Class 47 contains 4730 members 
Mstep: Class 48 contains 17204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131984.000000 Penalty: 97921.867188
Iteration 121Q: 49 clusters Score -8.813198e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 65216 members 
Mstep: Class 2 contains 10333 members 
Mstep: Class 3 contains 16191 members 
Mstep: Class 4 contains 23350 members 
Mstep: Class 5 contains 7912 members 
Mstep: Class 6 contains 11344 members 
Mstep: Class 7 contains 37898 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 11565 members 
Mstep: Class 10 contains 50845 members 
Mstep: Class 11 contains 40137 members 
Mstep: Class 12 contains 30523 members 
Mstep: Class 13 contains 13275 members 
Mstep: Class 14 contains 1542 members 
Mstep: Class 15 contains 12402 members 
Mstep: Class 16 contains 6474 members 
Mstep: Class 17 contains 2762 members 
Mstep: Class 18 contains 2071 members 
Mstep: Class 19 contains 31324 members 
Mstep: Class 20 contains 9905 members 
Mstep: Class 21 contains 2536 members 
Mstep: Class 22 contains 7803 members 
Mstep: Class 23 contains 4343 members 
Mstep: Class 24 contains 3906 members 
Mstep: Class 25 contains 15434 members 
Mstep: Class 26 contains 16169 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 20876 members 
Mstep: Class 29 contains 9619 members 
Mstep: Class 30 contains 22914 members 
Mstep: Class 31 contains 14479 members 
Mstep: Class 32 contains 10701 members 
Mstep: Class 33 contains 4065 members 
Mstep: Class 34 contains 56247 members 
Mstep: Class 35 contains 203564 members 
Mstep: Class 36 contains 2783 members 
Mstep: Class 37 contains 11047 members 
Mstep: Class 38 contains 8255 members 
Mstep: Class 39 contains 2135 members 
Mstep: Class 40 contains 907 members 
Mstep: Class 41 contains 34976 members 
Mstep: Class 42 contains 1916 members 
Mstep: Class 43 contains 17714 members 
Mstep: Class 44 contains 380 members 
Mstep: Class 45 contains 6144 members 
Mstep: Class 46 contains 1431 members 
Mstep: Class 47 contains 4935 members 
Mstep: Class 48 contains 17640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88132568.000000 Penalty: 97921.867188
Iteration 122Q: 49 clusters Score -8.813257e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 65209 members 
Mstep: Class 2 contains 10332 members 
Mstep: Class 3 contains 16165 members 
Mstep: Class 4 contains 23289 members 
Mstep: Class 5 contains 7927 members 
Mstep: Class 6 contains 11308 members 
Mstep: Class 7 contains 37903 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 11565 members 
Mstep: Class 10 contains 50798 members 
Mstep: Class 11 contains 40123 members 
Mstep: Class 12 contains 30456 members 
Mstep: Class 13 contains 13274 members 
Mstep: Class 14 contains 1544 members 
Mstep: Class 15 contains 12395 members 
Mstep: Class 16 contains 6474 members 
Mstep: Class 17 contains 2762 members 
Mstep: Class 18 contains 2088 members 
Mstep: Class 19 contains 31438 members 
Mstep: Class 20 contains 9908 members 
Mstep: Class 21 contains 2534 members 
Mstep: Class 22 contains 7800 members 
Mstep: Class 23 contains 4332 members 
Mstep: Class 24 contains 3916 members 
Mstep: Class 25 contains 15437 members 
Mstep: Class 26 contains 16164 members 
Mstep: Class 27 contains 6747 members 
Mstep: Class 28 contains 20877 members 
Mstep: Class 29 contains 9618 members 
Mstep: Class 30 contains 22882 members 
Mstep: Class 31 contains 14483 members 
Mstep: Class 32 contains 10689 members 
Mstep: Class 33 contains 4043 members 
Mstep: Class 34 contains 56029 members 
Mstep: Class 35 contains 203384 members 
Mstep: Class 36 contains 2783 members 
Mstep: Class 37 contains 11047 members 
Mstep: Class 38 contains 8276 members 
Mstep: Class 39 contains 2146 members 
Mstep: Class 40 contains 907 members 
Mstep: Class 41 contains 35016 members 
Mstep: Class 42 contains 1915 members 
Mstep: Class 43 contains 17713 members 
Mstep: Class 44 contains 379 members 
Mstep: Class 45 contains 6144 members 
Mstep: Class 46 contains 1431 members 
Mstep: Class 47 contains 5088 members 
Mstep: Class 48 contains 17992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88132600.000000 Penalty: 97921.867188
Iteration 123Q: 49 clusters Score -8.81326e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 65204 members 
Mstep: Class 2 contains 10330 members 
Mstep: Class 3 contains 16125 members 
Mstep: Class 4 contains 23260 members 
Mstep: Class 5 contains 7948 members 
Mstep: Class 6 contains 11261 members 
Mstep: Class 7 contains 37903 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 11564 members 
Mstep: Class 10 contains 50737 members 
Mstep: Class 11 contains 40114 members 
Mstep: Class 12 contains 30395 members 
Mstep: Class 13 contains 13267 members 
Mstep: Class 14 contains 1543 members 
Mstep: Class 15 contains 12390 members 
Mstep: Class 16 contains 6474 members 
Mstep: Class 17 contains 2763 members 
Mstep: Class 18 contains 2098 members 
Mstep: Class 19 contains 31556 members 
Mstep: Class 20 contains 9908 members 
Mstep: Class 21 contains 2537 members 
Mstep: Class 22 contains 7795 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 3933 members 
Mstep: Class 25 contains 15439 members 
Mstep: Class 26 contains 16165 members 
Mstep: Class 27 contains 6761 members 
Mstep: Class 28 contains 20871 members 
Mstep: Class 29 contains 9622 members 
Mstep: Class 30 contains 22851 members 
Mstep: Class 31 contains 14493 members 
Mstep: Class 32 contains 10688 members 
Mstep: Class 33 contains 4029 members 
Mstep: Class 34 contains 55825 members 
Mstep: Class 35 contains 203248 members 
Mstep: Class 36 contains 2783 members 
Mstep: Class 37 contains 11044 members 
Mstep: Class 38 contains 8296 members 
Mstep: Class 39 contains 2156 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 35060 members 
Mstep: Class 42 contains 1913 members 
Mstep: Class 43 contains 17713 members 
Mstep: Class 44 contains 379 members 
Mstep: Class 45 contains 6142 members 
Mstep: Class 46 contains 1431 members 
Mstep: Class 47 contains 5226 members 
Mstep: Class 48 contains 18253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88132696.000000 Penalty: 97921.867188
Iteration 124Q: 49 clusters Score -8.81327e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 65189 members 
Mstep: Class 2 contains 10330 members 
Mstep: Class 3 contains 16112 members 
Mstep: Class 4 contains 23215 members 
Mstep: Class 5 contains 7954 members 
Mstep: Class 6 contains 11231 members 
Mstep: Class 7 contains 37897 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 11564 members 
Mstep: Class 10 contains 50690 members 
Mstep: Class 11 contains 40106 members 
Mstep: Class 12 contains 30315 members 
Mstep: Class 13 contains 13258 members 
Mstep: Class 14 contains 1545 members 
Mstep: Class 15 contains 12387 members 
Mstep: Class 16 contains 6474 members 
Mstep: Class 17 contains 2763 members 
Mstep: Class 18 contains 2111 members 
Mstep: Class 19 contains 31696 members 
Mstep: Class 20 contains 9908 members 
Mstep: Class 21 contains 2540 members 
Mstep: Class 22 contains 7788 members 
Mstep: Class 23 contains 4337 members 
Mstep: Class 24 contains 3946 members 
Mstep: Class 25 contains 15440 members 
Mstep: Class 26 contains 16163 members 
Mstep: Class 27 contains 6777 members 
Mstep: Class 28 contains 20871 members 
Mstep: Class 29 contains 9624 members 
Mstep: Class 30 contains 22819 members 
Mstep: Class 31 contains 14508 members 
Mstep: Class 32 contains 10678 members 
Mstep: Class 33 contains 4012 members 
Mstep: Class 34 contains 55625 members 
Mstep: Class 35 contains 203157 members 
Mstep: Class 36 contains 2782 members 
Mstep: Class 37 contains 11043 members 
Mstep: Class 38 contains 8296 members 
Mstep: Class 39 contains 2164 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 35093 members 
Mstep: Class 42 contains 1912 members 
Mstep: Class 43 contains 17712 members 
Mstep: Class 44 contains 380 members 
Mstep: Class 45 contains 6144 members 
Mstep: Class 46 contains 1431 members 
Mstep: Class 47 contains 5347 members 
Mstep: Class 48 contains 18486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88132752.000000 Penalty: 97921.867188
Iteration 125Q: 49 clusters Score -8.813275e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 65172 members 
Mstep: Class 2 contains 10327 members 
Mstep: Class 3 contains 16101 members 
Mstep: Class 4 contains 23160 members 
Mstep: Class 5 contains 7970 members 
Mstep: Class 6 contains 11204 members 
Mstep: Class 7 contains 37892 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 11563 members 
Mstep: Class 10 contains 50642 members 
Mstep: Class 11 contains 40100 members 
Mstep: Class 12 contains 30204 members 
Mstep: Class 13 contains 13254 members 
Mstep: Class 14 contains 1546 members 
Mstep: Class 15 contains 12386 members 
Mstep: Class 16 contains 6474 members 
Mstep: Class 17 contains 2763 members 
Mstep: Class 18 contains 2128 members 
Mstep: Class 19 contains 31822 members 
Mstep: Class 20 contains 9904 members 
Mstep: Class 21 contains 2544 members 
Mstep: Class 22 contains 7783 members 
Mstep: Class 23 contains 4342 members 
Mstep: Class 24 contains 3956 members 
Mstep: Class 25 contains 15439 members 
Mstep: Class 26 contains 16163 members 
Mstep: Class 27 contains 6799 members 
Mstep: Class 28 contains 20869 members 
Mstep: Class 29 contains 9635 members 
Mstep: Class 30 contains 22785 members 
Mstep: Class 31 contains 14521 members 
Mstep: Class 32 contains 10674 members 
Mstep: Class 33 contains 3995 members 
Mstep: Class 34 contains 55432 members 
Mstep: Class 35 contains 203088 members 
Mstep: Class 36 contains 2781 members 
Mstep: Class 37 contains 11043 members 
Mstep: Class 38 contains 8298 members 
Mstep: Class 39 contains 2172 members 
Mstep: Class 40 contains 912 members 
Mstep: Class 41 contains 35140 members 
Mstep: Class 42 contains 1913 members 
Mstep: Class 43 contains 17710 members 
Mstep: Class 44 contains 379 members 
Mstep: Class 45 contains 6147 members 
Mstep: Class 46 contains 1431 members 
Mstep: Class 47 contains 5472 members 
Mstep: Class 48 contains 18695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88132896.000000 Penalty: 97921.867188
Iteration 126Q: 49 clusters Score -8.81329e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 65145 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 16087 members 
Mstep: Class 4 contains 23137 members 
Mstep: Class 5 contains 7976 members 
Mstep: Class 6 contains 11172 members 
Mstep: Class 7 contains 37891 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 11563 members 
Mstep: Class 10 contains 50606 members 
Mstep: Class 11 contains 40093 members 
Mstep: Class 12 contains 30137 members 
Mstep: Class 13 contains 13249 members 
Mstep: Class 14 contains 1547 members 
Mstep: Class 15 contains 12385 members 
Mstep: Class 16 contains 6474 members 
Mstep: Class 17 contains 2763 members 
Mstep: Class 18 contains 2138 members 
Mstep: Class 19 contains 31925 members 
Mstep: Class 20 contains 9907 members 
Mstep: Class 21 contains 2546 members 
Mstep: Class 22 contains 7780 members 
Mstep: Class 23 contains 4354 members 
Mstep: Class 24 contains 3967 members 
Mstep: Class 25 contains 15439 members 
Mstep: Class 26 contains 16160 members 
Mstep: Class 27 contains 6827 members 
Mstep: Class 28 contains 20874 members 
Mstep: Class 29 contains 9644 members 
Mstep: Class 30 contains 22762 members 
Mstep: Class 31 contains 14528 members 
Mstep: Class 32 contains 10674 members 
Mstep: Class 33 contains 3981 members 
Mstep: Class 34 contains 55267 members 
Mstep: Class 35 contains 202982 members 
Mstep: Class 36 contains 2781 members 
Mstep: Class 37 contains 11042 members 
Mstep: Class 38 contains 8304 members 
Mstep: Class 39 contains 2177 members 
Mstep: Class 40 contains 912 members 
Mstep: Class 41 contains 35178 members 
Mstep: Class 42 contains 1912 members 
Mstep: Class 43 contains 17709 members 
Mstep: Class 44 contains 379 members 
Mstep: Class 45 contains 6150 members 
Mstep: Class 46 contains 1431 members 
Mstep: Class 47 contains 5579 members 
Mstep: Class 48 contains 18871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88133048.000000 Penalty: 97921.867188
Iteration 127Q: 49 clusters Score -8.813305e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 65123 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 16054 members 
Mstep: Class 4 contains 23164 members 
Mstep: Class 5 contains 7993 members 
Mstep: Class 6 contains 11139 members 
Mstep: Class 7 contains 37887 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11563 members 
Mstep: Class 10 contains 50556 members 
Mstep: Class 11 contains 40081 members 
Mstep: Class 12 contains 30086 members 
Mstep: Class 13 contains 13245 members 
Mstep: Class 14 contains 1550 members 
Mstep: Class 15 contains 12386 members 
Mstep: Class 16 contains 6474 members 
Mstep: Class 17 contains 2764 members 
Mstep: Class 18 contains 2146 members 
Mstep: Class 19 contains 32005 members 
Mstep: Class 20 contains 9907 members 
Mstep: Class 21 contains 2551 members 
Mstep: Class 22 contains 7773 members 
Mstep: Class 23 contains 4356 members 
Mstep: Class 24 contains 3971 members 
Mstep: Class 25 contains 15438 members 
Mstep: Class 26 contains 16160 members 
Mstep: Class 27 contains 6856 members 
Mstep: Class 28 contains 20877 members 
Mstep: Class 29 contains 9653 members 
Mstep: Class 30 contains 22744 members 
Mstep: Class 31 contains 14530 members 
Mstep: Class 32 contains 10670 members 
Mstep: Class 33 contains 3972 members 
Mstep: Class 34 contains 55124 members 
Mstep: Class 35 contains 202896 members 
Mstep: Class 36 contains 2782 members 
Mstep: Class 37 contains 11041 members 
Mstep: Class 38 contains 8300 members 
Mstep: Class 39 contains 2180 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 35200 members 
Mstep: Class 42 contains 1913 members 
Mstep: Class 43 contains 17709 members 
Mstep: Class 44 contains 379 members 
Mstep: Class 45 contains 6156 members 
Mstep: Class 46 contains 1431 members 
Mstep: Class 47 contains 5681 members 
Mstep: Class 48 contains 19028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88133128.000000 Penalty: 97921.867188
Iteration 128Q: 49 clusters Score -8.813313e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 65104 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 16023 members 
Mstep: Class 4 contains 23173 members 
Mstep: Class 5 contains 8007 members 
Mstep: Class 6 contains 11116 members 
Mstep: Class 7 contains 37883 members 
Mstep: Class 8 contains 5033 members 
Mstep: Class 9 contains 11563 members 
Mstep: Class 10 contains 50504 members 
Mstep: Class 11 contains 40074 members 
Mstep: Class 12 contains 30035 members 
Mstep: Class 13 contains 13241 members 
Mstep: Class 14 contains 1556 members 
Mstep: Class 15 contains 12383 members 
Mstep: Class 16 contains 6474 members 
Mstep: Class 17 contains 2764 members 
Mstep: Class 18 contains 2150 members 
Mstep: Class 19 contains 32080 members 
Mstep: Class 20 contains 9910 members 
Mstep: Class 21 contains 2553 members 
Mstep: Class 22 contains 7764 members 
Mstep: Class 23 contains 4354 members 
Mstep: Class 24 contains 3980 members 
Mstep: Class 25 contains 15439 members 
Mstep: Class 26 contains 16158 members 
Mstep: Class 27 contains 6892 members 
Mstep: Class 28 contains 20876 members 
Mstep: Class 29 contains 9658 members 
Mstep: Class 30 contains 22737 members 
Mstep: Class 31 contains 14536 members 
Mstep: Class 32 contains 10665 members 
Mstep: Class 33 contains 3966 members 
Mstep: Class 34 contains 54983 members 
Mstep: Class 35 contains 202817 members 
Mstep: Class 36 contains 2780 members 
Mstep: Class 37 contains 11040 members 
Mstep: Class 38 contains 8301 members 
Mstep: Class 39 contains 2187 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 35220 members 
Mstep: Class 42 contains 1914 members 
Mstep: Class 43 contains 17710 members 
Mstep: Class 44 contains 379 members 
Mstep: Class 45 contains 6165 members 
Mstep: Class 46 contains 1431 members 
Mstep: Class 47 contains 5786 members 
Mstep: Class 48 contains 19161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88133496.000000 Penalty: 97921.867188
Iteration 129Q: 49 clusters Score -8.81335e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 65098 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 16006 members 
Mstep: Class 4 contains 23188 members 
Mstep: Class 5 contains 8021 members 
Mstep: Class 6 contains 11098 members 
Mstep: Class 7 contains 37882 members 
Mstep: Class 8 contains 5033 members 
Mstep: Class 9 contains 11563 members 
Mstep: Class 10 contains 50440 members 
Mstep: Class 11 contains 40066 members 
Mstep: Class 12 contains 30000 members 
Mstep: Class 13 contains 13239 members 
Mstep: Class 14 contains 1556 members 
Mstep: Class 15 contains 12387 members 
Mstep: Class 16 contains 6474 members 
Mstep: Class 17 contains 2764 members 
Mstep: Class 18 contains 2156 members 
Mstep: Class 19 contains 32165 members 
Mstep: Class 20 contains 9917 members 
Mstep: Class 21 contains 2554 members 
Mstep: Class 22 contains 7758 members 
Mstep: Class 23 contains 4365 members 
Mstep: Class 24 contains 3989 members 
Mstep: Class 25 contains 15439 members 
Mstep: Class 26 contains 16158 members 
Mstep: Class 27 contains 6918 members 
Mstep: Class 28 contains 20873 members 
Mstep: Class 29 contains 9658 members 
Mstep: Class 30 contains 22734 members 
Mstep: Class 31 contains 14544 members 
Mstep: Class 32 contains 10661 members 
Mstep: Class 33 contains 3961 members 
Mstep: Class 34 contains 54825 members 
Mstep: Class 35 contains 202731 members 
Mstep: Class 36 contains 2780 members 
Mstep: Class 37 contains 11040 members 
Mstep: Class 38 contains 8301 members 
Mstep: Class 39 contains 2193 members 
Mstep: Class 40 contains 911 members 
Mstep: Class 41 contains 35237 members 
Mstep: Class 42 contains 1914 members 
Mstep: Class 43 contains 17709 members 
Mstep: Class 44 contains 379 members 
Mstep: Class 45 contains 6171 members 
Mstep: Class 46 contains 1431 members 
Mstep: Class 47 contains 5873 members 
Mstep: Class 48 contains 19275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88133664.000000 Penalty: 97921.867188
Iteration 130Q: 49 clusters Score -8.813366e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 65082 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15991 members 
Mstep: Class 4 contains 23218 members 
Mstep: Class 5 contains 8026 members 
Mstep: Class 6 contains 11075 members 
Mstep: Class 7 contains 37879 members 
Mstep: Class 8 contains 5033 members 
Mstep: Class 9 contains 11563 members 
Mstep: Class 10 contains 50364 members 
Mstep: Class 11 contains 40060 members 
Mstep: Class 12 contains 29960 members 
Mstep: Class 13 contains 13242 members 
Mstep: Class 14 contains 1558 members 
Mstep: Class 15 contains 12385 members 
Mstep: Class 16 contains 6474 members 
Mstep: Class 17 contains 2764 members 
Mstep: Class 18 contains 2159 members 
Mstep: Class 19 contains 32246 members 
Mstep: Class 20 contains 9925 members 
Mstep: Class 21 contains 2559 members 
Mstep: Class 22 contains 7758 members 
Mstep: Class 23 contains 4385 members 
Mstep: Class 24 contains 3997 members 
Mstep: Class 25 contains 15438 members 
Mstep: Class 26 contains 16159 members 
Mstep: Class 27 contains 6943 members 
Mstep: Class 28 contains 20872 members 
Mstep: Class 29 contains 9658 members 
Mstep: Class 30 contains 22726 members 
Mstep: Class 31 contains 14553 members 
Mstep: Class 32 contains 10659 members 
Mstep: Class 33 contains 3956 members 
Mstep: Class 34 contains 54688 members 
Mstep: Class 35 contains 202656 members 
Mstep: Class 36 contains 2780 members 
Mstep: Class 37 contains 11039 members 
Mstep: Class 38 contains 8303 members 
Mstep: Class 39 contains 2194 members 
Mstep: Class 40 contains 911 members 
Mstep: Class 41 contains 35267 members 
Mstep: Class 42 contains 1916 members 
Mstep: Class 43 contains 17710 members 
Mstep: Class 44 contains 379 members 
Mstep: Class 45 contains 6173 members 
Mstep: Class 46 contains 1431 members 
Mstep: Class 47 contains 5954 members 
Mstep: Class 48 contains 19367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88133624.000000 Penalty: 97921.867188
Iteration 131Q: 49 clusters Score -8.813362e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 65058 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 15980 members 
Mstep: Class 4 contains 23257 members 
Mstep: Class 5 contains 8039 members 
Mstep: Class 6 contains 11057 members 
Mstep: Class 7 contains 37878 members 
Mstep: Class 8 contains 5033 members 
Mstep: Class 9 contains 11563 members 
Mstep: Class 10 contains 50295 members 
Mstep: Class 11 contains 40045 members 
Mstep: Class 12 contains 29912 members 
Mstep: Class 13 contains 13237 members 
Mstep: Class 14 contains 1561 members 
Mstep: Class 15 contains 12382 members 
Mstep: Class 16 contains 6474 members 
Mstep: Class 17 contains 2764 members 
Mstep: Class 18 contains 2164 members 
Mstep: Class 19 contains 32322 members 
Mstep: Class 20 contains 9928 members 
Mstep: Class 21 contains 2560 members 
Mstep: Class 22 contains 7754 members 
Mstep: Class 23 contains 4406 members 
Mstep: Class 24 contains 4003 members 
Mstep: Class 25 contains 15438 members 
Mstep: Class 26 contains 16158 members 
Mstep: Class 27 contains 6971 members 
Mstep: Class 28 contains 20876 members 
Mstep: Class 29 contains 9652 members 
Mstep: Class 30 contains 22717 members 
Mstep: Class 31 contains 14565 members 
Mstep: Class 32 contains 10658 members 
Mstep: Class 33 contains 3950 members 
Mstep: Class 34 contains 54557 members 
Mstep: Class 35 contains 202575 members 
Mstep: Class 36 contains 2780 members 
Mstep: Class 37 contains 11038 members 
Mstep: Class 38 contains 8308 members 
Mstep: Class 39 contains 2198 members 
Mstep: Class 40 contains 911 members 
Mstep: Class 41 contains 35304 members 
Mstep: Class 42 contains 1918 members 
Mstep: Class 43 contains 17710 members 
Mstep: Class 44 contains 379 members 
Mstep: Class 45 contains 6184 members 
Mstep: Class 46 contains 1431 members 
Mstep: Class 47 contains 6017 members 
Mstep: Class 48 contains 19469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88133896.000000 Penalty: 97921.867188
Iteration 132Q: 49 clusters Score -8.81339e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 65043 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 15971 members 
Mstep: Class 4 contains 23293 members 
Mstep: Class 5 contains 8042 members 
Mstep: Class 6 contains 11040 members 
Mstep: Class 7 contains 37882 members 
Mstep: Class 8 contains 5034 members 
Mstep: Class 9 contains 11563 members 
Mstep: Class 10 contains 50233 members 
Mstep: Class 11 contains 40031 members 
Mstep: Class 12 contains 29889 members 
Mstep: Class 13 contains 13233 members 
Mstep: Class 14 contains 1565 members 
Mstep: Class 15 contains 12380 members 
Mstep: Class 16 contains 6474 members 
Mstep: Class 17 contains 2764 members 
Mstep: Class 18 contains 2163 members 
Mstep: Class 19 contains 32399 members 
Mstep: Class 20 contains 9929 members 
Mstep: Class 21 contains 2561 members 
Mstep: Class 22 contains 7748 members 
Mstep: Class 23 contains 4427 members 
Mstep: Class 24 contains 4012 members 
Mstep: Class 25 contains 15438 members 
Mstep: Class 26 contains 16156 members 
Mstep: Class 27 contains 6994 members 
Mstep: Class 28 contains 20879 members 
Mstep: Class 29 contains 9645 members 
Mstep: Class 30 contains 22705 members 
Mstep: Class 31 contains 14575 members 
Mstep: Class 32 contains 10655 members 
Mstep: Class 33 contains 3947 members 
Mstep: Class 34 contains 54462 members 
Mstep: Class 35 contains 202489 members 
Mstep: Class 36 contains 2780 members 
Mstep: Class 37 contains 11039 members 
Mstep: Class 38 contains 8304 members 
Mstep: Class 39 contains 2201 members 
Mstep: Class 40 contains 911 members 
Mstep: Class 41 contains 35334 members 
Mstep: Class 42 contains 1917 members 
Mstep: Class 43 contains 17709 members 
Mstep: Class 44 contains 379 members 
Mstep: Class 45 contains 6184 members 
Mstep: Class 46 contains 1431 members 
Mstep: Class 47 contains 6078 members 
Mstep: Class 48 contains 19548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88133936.000000 Penalty: 97921.867188
Iteration 133Q: 49 clusters Score -8.813394e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 65022 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 15959 members 
Mstep: Class 4 contains 23332 members 
Mstep: Class 5 contains 8047 members 
Mstep: Class 6 contains 11028 members 
Mstep: Class 7 contains 37878 members 
Mstep: Class 8 contains 5034 members 
Mstep: Class 9 contains 11563 members 
Mstep: Class 10 contains 50182 members 
Mstep: Class 11 contains 40022 members 
Mstep: Class 12 contains 29865 members 
Mstep: Class 13 contains 13223 members 
Mstep: Class 14 contains 1567 members 
Mstep: Class 15 contains 12376 members 
Mstep: Class 16 contains 6474 members 
Mstep: Class 17 contains 2764 members 
Mstep: Class 18 contains 2163 members 
Mstep: Class 19 contains 32481 members 
Mstep: Class 20 contains 9933 members 
Mstep: Class 21 contains 2563 members 
Mstep: Class 22 contains 7743 members 
Mstep: Class 23 contains 4430 members 
Mstep: Class 24 contains 4018 members 
Mstep: Class 25 contains 15438 members 
Mstep: Class 26 contains 16156 members 
Mstep: Class 27 contains 7019 members 
Mstep: Class 28 contains 20880 members 
Mstep: Class 29 contains 9654 members 
Mstep: Class 30 contains 22689 members 
Mstep: Class 31 contains 14584 members 
Mstep: Class 32 contains 10654 members 
Mstep: Class 33 contains 3947 members 
Mstep: Class 34 contains 54347 members 
Mstep: Class 35 contains 202416 members 
Mstep: Class 36 contains 2779 members 
Mstep: Class 37 contains 11040 members 
Mstep: Class 38 contains 8301 members 
Mstep: Class 39 contains 2201 members 
Mstep: Class 40 contains 912 members 
Mstep: Class 41 contains 35364 members 
Mstep: Class 42 contains 1918 members 
Mstep: Class 43 contains 17710 members 
Mstep: Class 44 contains 379 members 
Mstep: Class 45 contains 6194 members 
Mstep: Class 46 contains 1431 members 
Mstep: Class 47 contains 6151 members 
Mstep: Class 48 contains 19605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88133824.000000 Penalty: 97921.867188
Iteration 134Q: 49 clusters Score -8.813382e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 65003 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 15939 members 
Mstep: Class 4 contains 23398 members 
Mstep: Class 5 contains 8045 members 
Mstep: Class 6 contains 11022 members 
Mstep: Class 7 contains 37878 members 
Mstep: Class 8 contains 5034 members 
Mstep: Class 9 contains 11564 members 
Mstep: Class 10 contains 50119 members 
Mstep: Class 11 contains 40013 members 
Mstep: Class 12 contains 29832 members 
Mstep: Class 13 contains 13221 members 
Mstep: Class 14 contains 1570 members 
Mstep: Class 15 contains 12373 members 
Mstep: Class 16 contains 6473 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 32546 members 
Mstep: Class 20 contains 9940 members 
Mstep: Class 21 contains 2565 members 
Mstep: Class 22 contains 7743 members 
Mstep: Class 23 contains 4435 members 
Mstep: Class 24 contains 4028 members 
Mstep: Class 25 contains 15438 members 
Mstep: Class 26 contains 16156 members 
Mstep: Class 27 contains 7051 members 
Mstep: Class 28 contains 20884 members 
Mstep: Class 29 contains 9654 members 
Mstep: Class 30 contains 22678 members 
Mstep: Class 31 contains 14593 members 
Mstep: Class 32 contains 10651 members 
Mstep: Class 33 contains 3945 members 
Mstep: Class 34 contains 54233 members 
Mstep: Class 35 contains 202354 members 
Mstep: Class 36 contains 2779 members 
Mstep: Class 37 contains 11041 members 
Mstep: Class 38 contains 8300 members 
Mstep: Class 39 contains 2201 members 
Mstep: Class 40 contains 912 members 
Mstep: Class 41 contains 35386 members 
Mstep: Class 42 contains 1918 members 
Mstep: Class 43 contains 17710 members 
Mstep: Class 44 contains 379 members 
Mstep: Class 45 contains 6200 members 
Mstep: Class 46 contains 1430 members 
Mstep: Class 47 contains 6207 members 
Mstep: Class 48 contains 19664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88133952.000000 Penalty: 97921.867188
Iteration 135Q: 49 clusters Score -8.813395e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64982 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15924 members 
Mstep: Class 4 contains 23468 members 
Mstep: Class 5 contains 8056 members 
Mstep: Class 6 contains 11019 members 
Mstep: Class 7 contains 37877 members 
Mstep: Class 8 contains 5034 members 
Mstep: Class 9 contains 11564 members 
Mstep: Class 10 contains 50065 members 
Mstep: Class 11 contains 40007 members 
Mstep: Class 12 contains 29803 members 
Mstep: Class 13 contains 13212 members 
Mstep: Class 14 contains 1571 members 
Mstep: Class 15 contains 12373 members 
Mstep: Class 16 contains 6472 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 2167 members 
Mstep: Class 19 contains 32626 members 
Mstep: Class 20 contains 9948 members 
Mstep: Class 21 contains 2565 members 
Mstep: Class 22 contains 7744 members 
Mstep: Class 23 contains 4436 members 
Mstep: Class 24 contains 4033 members 
Mstep: Class 25 contains 15438 members 
Mstep: Class 26 contains 16156 members 
Mstep: Class 27 contains 7076 members 
Mstep: Class 28 contains 20890 members 
Mstep: Class 29 contains 9648 members 
Mstep: Class 30 contains 22655 members 
Mstep: Class 31 contains 14604 members 
Mstep: Class 32 contains 10651 members 
Mstep: Class 33 contains 3945 members 
Mstep: Class 34 contains 54132 members 
Mstep: Class 35 contains 202280 members 
Mstep: Class 36 contains 2779 members 
Mstep: Class 37 contains 11042 members 
Mstep: Class 38 contains 8299 members 
Mstep: Class 39 contains 2201 members 
Mstep: Class 40 contains 913 members 
Mstep: Class 41 contains 35398 members 
Mstep: Class 42 contains 1918 members 
Mstep: Class 43 contains 17710 members 
Mstep: Class 44 contains 379 members 
Mstep: Class 45 contains 6205 members 
Mstep: Class 46 contains 1429 members 
Mstep: Class 47 contains 6260 members 
Mstep: Class 48 contains 19716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134216.000000 Penalty: 97921.867188
Iteration 136Q: 49 clusters Score -8.813422e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64973 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15911 members 
Mstep: Class 4 contains 23528 members 
Mstep: Class 5 contains 8062 members 
Mstep: Class 6 contains 11015 members 
Mstep: Class 7 contains 37880 members 
Mstep: Class 8 contains 5034 members 
Mstep: Class 9 contains 11564 members 
Mstep: Class 10 contains 50013 members 
Mstep: Class 11 contains 39999 members 
Mstep: Class 12 contains 29776 members 
Mstep: Class 13 contains 13211 members 
Mstep: Class 14 contains 1573 members 
Mstep: Class 15 contains 12368 members 
Mstep: Class 16 contains 6472 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 2169 members 
Mstep: Class 19 contains 32702 members 
Mstep: Class 20 contains 9952 members 
Mstep: Class 21 contains 2565 members 
Mstep: Class 22 contains 7739 members 
Mstep: Class 23 contains 4441 members 
Mstep: Class 24 contains 4041 members 
Mstep: Class 25 contains 15438 members 
Mstep: Class 26 contains 16156 members 
Mstep: Class 27 contains 7103 members 
Mstep: Class 28 contains 20886 members 
Mstep: Class 29 contains 9648 members 
Mstep: Class 30 contains 22644 members 
Mstep: Class 31 contains 14603 members 
Mstep: Class 32 contains 10650 members 
Mstep: Class 33 contains 3940 members 
Mstep: Class 34 contains 54034 members 
Mstep: Class 35 contains 202236 members 
Mstep: Class 36 contains 2779 members 
Mstep: Class 37 contains 11043 members 
Mstep: Class 38 contains 8302 members 
Mstep: Class 39 contains 2201 members 
Mstep: Class 40 contains 913 members 
Mstep: Class 41 contains 35411 members 
Mstep: Class 42 contains 1915 members 
Mstep: Class 43 contains 17709 members 
Mstep: Class 44 contains 379 members 
Mstep: Class 45 contains 6209 members 
Mstep: Class 46 contains 1430 members 
Mstep: Class 47 contains 6301 members 
Mstep: Class 48 contains 19752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134168.000000 Penalty: 97921.867188
Iteration 137Q: 49 clusters Score -8.813417e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64958 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 15908 members 
Mstep: Class 4 contains 23580 members 
Mstep: Class 5 contains 8072 members 
Mstep: Class 6 contains 11009 members 
Mstep: Class 7 contains 37884 members 
Mstep: Class 8 contains 5034 members 
Mstep: Class 9 contains 11564 members 
Mstep: Class 10 contains 49973 members 
Mstep: Class 11 contains 39990 members 
Mstep: Class 12 contains 29748 members 
Mstep: Class 13 contains 13213 members 
Mstep: Class 14 contains 1575 members 
Mstep: Class 15 contains 12364 members 
Mstep: Class 16 contains 6472 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 2172 members 
Mstep: Class 19 contains 32765 members 
Mstep: Class 20 contains 9954 members 
Mstep: Class 21 contains 2565 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 4448 members 
Mstep: Class 24 contains 4049 members 
Mstep: Class 25 contains 15438 members 
Mstep: Class 26 contains 16156 members 
Mstep: Class 27 contains 7128 members 
Mstep: Class 28 contains 20882 members 
Mstep: Class 29 contains 9649 members 
Mstep: Class 30 contains 22629 members 
Mstep: Class 31 contains 14612 members 
Mstep: Class 32 contains 10649 members 
Mstep: Class 33 contains 3936 members 
Mstep: Class 34 contains 53932 members 
Mstep: Class 35 contains 202209 members 
Mstep: Class 36 contains 2777 members 
Mstep: Class 37 contains 11043 members 
Mstep: Class 38 contains 8297 members 
Mstep: Class 39 contains 2202 members 
Mstep: Class 40 contains 912 members 
Mstep: Class 41 contains 35425 members 
Mstep: Class 42 contains 1916 members 
Mstep: Class 43 contains 17709 members 
Mstep: Class 44 contains 379 members 
Mstep: Class 45 contains 6215 members 
Mstep: Class 46 contains 1431 members 
Mstep: Class 47 contains 6342 members 
Mstep: Class 48 contains 19773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134256.000000 Penalty: 97921.867188
Iteration 138Q: 49 clusters Score -8.813426e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64931 members 
Mstep: Class 2 contains 10323 members 
Mstep: Class 3 contains 15908 members 
Mstep: Class 4 contains 23639 members 
Mstep: Class 5 contains 8089 members 
Mstep: Class 6 contains 11007 members 
Mstep: Class 7 contains 37884 members 
Mstep: Class 8 contains 5034 members 
Mstep: Class 9 contains 11564 members 
Mstep: Class 10 contains 49943 members 
Mstep: Class 11 contains 39980 members 
Mstep: Class 12 contains 29724 members 
Mstep: Class 13 contains 13214 members 
Mstep: Class 14 contains 1576 members 
Mstep: Class 15 contains 12363 members 
Mstep: Class 16 contains 6472 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 2174 members 
Mstep: Class 19 contains 32834 members 
Mstep: Class 20 contains 9958 members 
Mstep: Class 21 contains 2568 members 
Mstep: Class 22 contains 7729 members 
Mstep: Class 23 contains 4458 members 
Mstep: Class 24 contains 4058 members 
Mstep: Class 25 contains 15438 members 
Mstep: Class 26 contains 16155 members 
Mstep: Class 27 contains 7155 members 
Mstep: Class 28 contains 20880 members 
Mstep: Class 29 contains 9651 members 
Mstep: Class 30 contains 22622 members 
Mstep: Class 31 contains 14620 members 
Mstep: Class 32 contains 10649 members 
Mstep: Class 33 contains 3931 members 
Mstep: Class 34 contains 53814 members 
Mstep: Class 35 contains 202163 members 
Mstep: Class 36 contains 2776 members 
Mstep: Class 37 contains 11043 members 
Mstep: Class 38 contains 8295 members 
Mstep: Class 39 contains 2203 members 
Mstep: Class 40 contains 911 members 
Mstep: Class 41 contains 35441 members 
Mstep: Class 42 contains 1915 members 
Mstep: Class 43 contains 17709 members 
Mstep: Class 44 contains 379 members 
Mstep: Class 45 contains 6223 members 
Mstep: Class 46 contains 1432 members 
Mstep: Class 47 contains 6369 members 
Mstep: Class 48 contains 19791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134208.000000 Penalty: 97921.867188
Iteration 139Q: 49 clusters Score -8.813421e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64917 members 
Mstep: Class 2 contains 10323 members 
Mstep: Class 3 contains 15908 members 
Mstep: Class 4 contains 23702 members 
Mstep: Class 5 contains 8094 members 
Mstep: Class 6 contains 10998 members 
Mstep: Class 7 contains 37883 members 
Mstep: Class 8 contains 5034 members 
Mstep: Class 9 contains 11564 members 
Mstep: Class 10 contains 49909 members 
Mstep: Class 11 contains 39975 members 
Mstep: Class 12 contains 29703 members 
Mstep: Class 13 contains 13212 members 
Mstep: Class 14 contains 1578 members 
Mstep: Class 15 contains 12363 members 
Mstep: Class 16 contains 6472 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 2174 members 
Mstep: Class 19 contains 32888 members 
Mstep: Class 20 contains 9960 members 
Mstep: Class 21 contains 2570 members 
Mstep: Class 22 contains 7726 members 
Mstep: Class 23 contains 4464 members 
Mstep: Class 24 contains 4063 members 
Mstep: Class 25 contains 15438 members 
Mstep: Class 26 contains 16155 members 
Mstep: Class 27 contains 7175 members 
Mstep: Class 28 contains 20881 members 
Mstep: Class 29 contains 9653 members 
Mstep: Class 30 contains 22612 members 
Mstep: Class 31 contains 14631 members 
Mstep: Class 32 contains 10649 members 
Mstep: Class 33 contains 3925 members 
Mstep: Class 34 contains 53721 members 
Mstep: Class 35 contains 202131 members 
Mstep: Class 36 contains 2775 members 
Mstep: Class 37 contains 11043 members 
Mstep: Class 38 contains 8294 members 
Mstep: Class 39 contains 2204 members 
Mstep: Class 40 contains 911 members 
Mstep: Class 41 contains 35452 members 
Mstep: Class 42 contains 1916 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6229 members 
Mstep: Class 46 contains 1433 members 
Mstep: Class 47 contains 6388 members 
Mstep: Class 48 contains 19813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134264.000000 Penalty: 97921.867188
Iteration 140F: 49 clusters Score -8.813426e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64914 members 
Mstep: Class 2 contains 10323 members 
Mstep: Class 3 contains 15896 members 
Mstep: Class 4 contains 23744 members 
Mstep: Class 5 contains 8109 members 
Mstep: Class 6 contains 10996 members 
Mstep: Class 7 contains 37886 members 
Mstep: Class 8 contains 5034 members 
Mstep: Class 9 contains 11564 members 
Mstep: Class 10 contains 49873 members 
Mstep: Class 11 contains 39965 members 
Mstep: Class 12 contains 29689 members 
Mstep: Class 13 contains 13215 members 
Mstep: Class 14 contains 1579 members 
Mstep: Class 15 contains 12361 members 
Mstep: Class 16 contains 6472 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 2172 members 
Mstep: Class 19 contains 32937 members 
Mstep: Class 20 contains 9966 members 
Mstep: Class 21 contains 2572 members 
Mstep: Class 22 contains 7716 members 
Mstep: Class 23 contains 4475 members 
Mstep: Class 24 contains 4064 members 
Mstep: Class 25 contains 15438 members 
Mstep: Class 26 contains 16154 members 
Mstep: Class 27 contains 7184 members 
Mstep: Class 28 contains 20881 members 
Mstep: Class 29 contains 9654 members 
Mstep: Class 30 contains 22603 members 
Mstep: Class 31 contains 14642 members 
Mstep: Class 32 contains 10649 members 
Mstep: Class 33 contains 3920 members 
Mstep: Class 34 contains 53654 members 
Mstep: Class 35 contains 202084 members 
Mstep: Class 36 contains 2775 members 
Mstep: Class 37 contains 11043 members 
Mstep: Class 38 contains 8294 members 
Mstep: Class 39 contains 2204 members 
Mstep: Class 40 contains 912 members 
Mstep: Class 41 contains 35460 members 
Mstep: Class 42 contains 1916 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6235 members 
Mstep: Class 46 contains 1433 members 
Mstep: Class 47 contains 6414 members 
Mstep: Class 48 contains 19838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134296.000000 Penalty: 97921.867188
Iteration 141Q: 49 clusters Score -8.81343e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64902 members 
Mstep: Class 2 contains 10323 members 
Mstep: Class 3 contains 15889 members 
Mstep: Class 4 contains 23795 members 
Mstep: Class 5 contains 8128 members 
Mstep: Class 6 contains 10994 members 
Mstep: Class 7 contains 37886 members 
Mstep: Class 8 contains 5034 members 
Mstep: Class 9 contains 11564 members 
Mstep: Class 10 contains 49842 members 
Mstep: Class 11 contains 39964 members 
Mstep: Class 12 contains 29677 members 
Mstep: Class 13 contains 13216 members 
Mstep: Class 14 contains 1579 members 
Mstep: Class 15 contains 12360 members 
Mstep: Class 16 contains 6472 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 2172 members 
Mstep: Class 19 contains 32978 members 
Mstep: Class 20 contains 9967 members 
Mstep: Class 21 contains 2575 members 
Mstep: Class 22 contains 7712 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 4066 members 
Mstep: Class 25 contains 15438 members 
Mstep: Class 26 contains 16154 members 
Mstep: Class 27 contains 7191 members 
Mstep: Class 28 contains 20877 members 
Mstep: Class 29 contains 9655 members 
Mstep: Class 30 contains 22597 members 
Mstep: Class 31 contains 14653 members 
Mstep: Class 32 contains 10648 members 
Mstep: Class 33 contains 3917 members 
Mstep: Class 34 contains 53589 members 
Mstep: Class 35 contains 202031 members 
Mstep: Class 36 contains 2774 members 
Mstep: Class 37 contains 11043 members 
Mstep: Class 38 contains 8289 members 
Mstep: Class 39 contains 2204 members 
Mstep: Class 40 contains 912 members 
Mstep: Class 41 contains 35474 members 
Mstep: Class 42 contains 1916 members 
Mstep: Class 43 contains 17709 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6233 members 
Mstep: Class 46 contains 1433 members 
Mstep: Class 47 contains 6432 members 
Mstep: Class 48 contains 19869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134464.000000 Penalty: 97921.867188
Iteration 142Q: 49 clusters Score -8.813446e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64891 members 
Mstep: Class 2 contains 10323 members 
Mstep: Class 3 contains 15884 members 
Mstep: Class 4 contains 23835 members 
Mstep: Class 5 contains 8146 members 
Mstep: Class 6 contains 10992 members 
Mstep: Class 7 contains 37885 members 
Mstep: Class 8 contains 5034 members 
Mstep: Class 9 contains 11564 members 
Mstep: Class 10 contains 49794 members 
Mstep: Class 11 contains 39962 members 
Mstep: Class 12 contains 29670 members 
Mstep: Class 13 contains 13216 members 
Mstep: Class 14 contains 1579 members 
Mstep: Class 15 contains 12358 members 
Mstep: Class 16 contains 6472 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 2175 members 
Mstep: Class 19 contains 33024 members 
Mstep: Class 20 contains 9968 members 
Mstep: Class 21 contains 2574 members 
Mstep: Class 22 contains 7711 members 
Mstep: Class 23 contains 4492 members 
Mstep: Class 24 contains 4068 members 
Mstep: Class 25 contains 15438 members 
Mstep: Class 26 contains 16154 members 
Mstep: Class 27 contains 7204 members 
Mstep: Class 28 contains 20878 members 
Mstep: Class 29 contains 9656 members 
Mstep: Class 30 contains 22593 members 
Mstep: Class 31 contains 14654 members 
Mstep: Class 32 contains 10648 members 
Mstep: Class 33 contains 3912 members 
Mstep: Class 34 contains 53519 members 
Mstep: Class 35 contains 201987 members 
Mstep: Class 36 contains 2773 members 
Mstep: Class 37 contains 11043 members 
Mstep: Class 38 contains 8286 members 
Mstep: Class 39 contains 2205 members 
Mstep: Class 40 contains 912 members 
Mstep: Class 41 contains 35498 members 
Mstep: Class 42 contains 1916 members 
Mstep: Class 43 contains 17709 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6237 members 
Mstep: Class 46 contains 1433 members 
Mstep: Class 47 contains 6452 members 
Mstep: Class 48 contains 19893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134368.000000 Penalty: 97921.867188
Iteration 143Q: 49 clusters Score -8.813437e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64888 members 
Mstep: Class 2 contains 10323 members 
Mstep: Class 3 contains 15879 members 
Mstep: Class 4 contains 23860 members 
Mstep: Class 5 contains 8161 members 
Mstep: Class 6 contains 10988 members 
Mstep: Class 7 contains 37888 members 
Mstep: Class 8 contains 5033 members 
Mstep: Class 9 contains 11563 members 
Mstep: Class 10 contains 49753 members 
Mstep: Class 11 contains 39962 members 
Mstep: Class 12 contains 29672 members 
Mstep: Class 13 contains 13216 members 
Mstep: Class 14 contains 1579 members 
Mstep: Class 15 contains 12358 members 
Mstep: Class 16 contains 6473 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 2174 members 
Mstep: Class 19 contains 33055 members 
Mstep: Class 20 contains 9969 members 
Mstep: Class 21 contains 2573 members 
Mstep: Class 22 contains 7710 members 
Mstep: Class 23 contains 4501 members 
Mstep: Class 24 contains 4073 members 
Mstep: Class 25 contains 15439 members 
Mstep: Class 26 contains 16154 members 
Mstep: Class 27 contains 7214 members 
Mstep: Class 28 contains 20876 members 
Mstep: Class 29 contains 9659 members 
Mstep: Class 30 contains 22590 members 
Mstep: Class 31 contains 14660 members 
Mstep: Class 32 contains 10647 members 
Mstep: Class 33 contains 3906 members 
Mstep: Class 34 contains 53454 members 
Mstep: Class 35 contains 201952 members 
Mstep: Class 36 contains 2771 members 
Mstep: Class 37 contains 11043 members 
Mstep: Class 38 contains 8286 members 
Mstep: Class 39 contains 2206 members 
Mstep: Class 40 contains 912 members 
Mstep: Class 41 contains 35514 members 
Mstep: Class 42 contains 1916 members 
Mstep: Class 43 contains 17709 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6243 members 
Mstep: Class 46 contains 1433 members 
Mstep: Class 47 contains 6476 members 
Mstep: Class 48 contains 19906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134280.000000 Penalty: 97921.867188
Iteration 144Q: 49 clusters Score -8.813428e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64878 members 
Mstep: Class 2 contains 10323 members 
Mstep: Class 3 contains 15880 members 
Mstep: Class 4 contains 23887 members 
Mstep: Class 5 contains 8176 members 
Mstep: Class 6 contains 10984 members 
Mstep: Class 7 contains 37889 members 
Mstep: Class 8 contains 5033 members 
Mstep: Class 9 contains 11563 members 
Mstep: Class 10 contains 49716 members 
Mstep: Class 11 contains 39962 members 
Mstep: Class 12 contains 29667 members 
Mstep: Class 13 contains 13214 members 
Mstep: Class 14 contains 1579 members 
Mstep: Class 15 contains 12357 members 
Mstep: Class 16 contains 6474 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 2175 members 
Mstep: Class 19 contains 33089 members 
Mstep: Class 20 contains 9971 members 
Mstep: Class 21 contains 2573 members 
Mstep: Class 22 contains 7708 members 
Mstep: Class 23 contains 4508 members 
Mstep: Class 24 contains 4080 members 
Mstep: Class 25 contains 15440 members 
Mstep: Class 26 contains 16153 members 
Mstep: Class 27 contains 7227 members 
Mstep: Class 28 contains 20876 members 
Mstep: Class 29 contains 9659 members 
Mstep: Class 30 contains 22588 members 
Mstep: Class 31 contains 14667 members 
Mstep: Class 32 contains 10645 members 
Mstep: Class 33 contains 3905 members 
Mstep: Class 34 contains 53390 members 
Mstep: Class 35 contains 201917 members 
Mstep: Class 36 contains 2771 members 
Mstep: Class 37 contains 11043 members 
Mstep: Class 38 contains 8286 members 
Mstep: Class 39 contains 2207 members 
Mstep: Class 40 contains 913 members 
Mstep: Class 41 contains 35531 members 
Mstep: Class 42 contains 1916 members 
Mstep: Class 43 contains 17709 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6244 members 
Mstep: Class 46 contains 1433 members 
Mstep: Class 47 contains 6490 members 
Mstep: Class 48 contains 19921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134376.000000 Penalty: 97921.867188
Iteration 145Q: 49 clusters Score -8.813438e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64861 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 15879 members 
Mstep: Class 4 contains 23923 members 
Mstep: Class 5 contains 8189 members 
Mstep: Class 6 contains 10981 members 
Mstep: Class 7 contains 37888 members 
Mstep: Class 8 contains 5033 members 
Mstep: Class 9 contains 11563 members 
Mstep: Class 10 contains 49689 members 
Mstep: Class 11 contains 39961 members 
Mstep: Class 12 contains 29657 members 
Mstep: Class 13 contains 13212 members 
Mstep: Class 14 contains 1580 members 
Mstep: Class 15 contains 12355 members 
Mstep: Class 16 contains 6474 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 2173 members 
Mstep: Class 19 contains 33129 members 
Mstep: Class 20 contains 9972 members 
Mstep: Class 21 contains 2575 members 
Mstep: Class 22 contains 7704 members 
Mstep: Class 23 contains 4517 members 
Mstep: Class 24 contains 4087 members 
Mstep: Class 25 contains 15441 members 
Mstep: Class 26 contains 16151 members 
Mstep: Class 27 contains 7241 members 
Mstep: Class 28 contains 20875 members 
Mstep: Class 29 contains 9660 members 
Mstep: Class 30 contains 22590 members 
Mstep: Class 31 contains 14671 members 
Mstep: Class 32 contains 10643 members 
Mstep: Class 33 contains 3904 members 
Mstep: Class 34 contains 53314 members 
Mstep: Class 35 contains 201897 members 
Mstep: Class 36 contains 2771 members 
Mstep: Class 37 contains 11043 members 
Mstep: Class 38 contains 8285 members 
Mstep: Class 39 contains 2209 members 
Mstep: Class 40 contains 913 members 
Mstep: Class 41 contains 35550 members 
Mstep: Class 42 contains 1916 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6246 members 
Mstep: Class 46 contains 1433 members 
Mstep: Class 47 contains 6498 members 
Mstep: Class 48 contains 19932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134408.000000 Penalty: 97921.867188
Iteration 146Q: 49 clusters Score -8.813441e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64849 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15872 members 
Mstep: Class 4 contains 23953 members 
Mstep: Class 5 contains 8205 members 
Mstep: Class 6 contains 10969 members 
Mstep: Class 7 contains 37890 members 
Mstep: Class 8 contains 5033 members 
Mstep: Class 9 contains 11563 members 
Mstep: Class 10 contains 49670 members 
Mstep: Class 11 contains 39961 members 
Mstep: Class 12 contains 29648 members 
Mstep: Class 13 contains 13210 members 
Mstep: Class 14 contains 1581 members 
Mstep: Class 15 contains 12353 members 
Mstep: Class 16 contains 6474 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 2173 members 
Mstep: Class 19 contains 33164 members 
Mstep: Class 20 contains 9973 members 
Mstep: Class 21 contains 2576 members 
Mstep: Class 22 contains 7702 members 
Mstep: Class 23 contains 4522 members 
Mstep: Class 24 contains 4095 members 
Mstep: Class 25 contains 15441 members 
Mstep: Class 26 contains 16151 members 
Mstep: Class 27 contains 7253 members 
Mstep: Class 28 contains 20876 members 
Mstep: Class 29 contains 9659 members 
Mstep: Class 30 contains 22586 members 
Mstep: Class 31 contains 14674 members 
Mstep: Class 32 contains 10640 members 
Mstep: Class 33 contains 3905 members 
Mstep: Class 34 contains 53263 members 
Mstep: Class 35 contains 201863 members 
Mstep: Class 36 contains 2770 members 
Mstep: Class 37 contains 11043 members 
Mstep: Class 38 contains 8286 members 
Mstep: Class 39 contains 2210 members 
Mstep: Class 40 contains 912 members 
Mstep: Class 41 contains 35571 members 
Mstep: Class 42 contains 1916 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6248 members 
Mstep: Class 46 contains 1433 members 
Mstep: Class 47 contains 6506 members 
Mstep: Class 48 contains 19942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134416.000000 Penalty: 97921.867188
Iteration 147Q: 49 clusters Score -8.813442e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64840 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15864 members 
Mstep: Class 4 contains 23998 members 
Mstep: Class 5 contains 8222 members 
Mstep: Class 6 contains 10960 members 
Mstep: Class 7 contains 37891 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11563 members 
Mstep: Class 10 contains 49647 members 
Mstep: Class 11 contains 39960 members 
Mstep: Class 12 contains 29640 members 
Mstep: Class 13 contains 13210 members 
Mstep: Class 14 contains 1581 members 
Mstep: Class 15 contains 12354 members 
Mstep: Class 16 contains 6474 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 2173 members 
Mstep: Class 19 contains 33193 members 
Mstep: Class 20 contains 9978 members 
Mstep: Class 21 contains 2576 members 
Mstep: Class 22 contains 7707 members 
Mstep: Class 23 contains 4534 members 
Mstep: Class 24 contains 4102 members 
Mstep: Class 25 contains 15441 members 
Mstep: Class 26 contains 16151 members 
Mstep: Class 27 contains 7259 members 
Mstep: Class 28 contains 20876 members 
Mstep: Class 29 contains 9659 members 
Mstep: Class 30 contains 22577 members 
Mstep: Class 31 contains 14676 members 
Mstep: Class 32 contains 10640 members 
Mstep: Class 33 contains 3902 members 
Mstep: Class 34 contains 53219 members 
Mstep: Class 35 contains 201813 members 
Mstep: Class 36 contains 2770 members 
Mstep: Class 37 contains 11043 members 
Mstep: Class 38 contains 8286 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 912 members 
Mstep: Class 41 contains 35588 members 
Mstep: Class 42 contains 1916 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6249 members 
Mstep: Class 46 contains 1434 members 
Mstep: Class 47 contains 6511 members 
Mstep: Class 48 contains 19952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134448.000000 Penalty: 97921.867188
Iteration 148Q: 49 clusters Score -8.813445e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64833 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15852 members 
Mstep: Class 4 contains 24028 members 
Mstep: Class 5 contains 8244 members 
Mstep: Class 6 contains 10950 members 
Mstep: Class 7 contains 37891 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11563 members 
Mstep: Class 10 contains 49624 members 
Mstep: Class 11 contains 39951 members 
Mstep: Class 12 contains 29635 members 
Mstep: Class 13 contains 13208 members 
Mstep: Class 14 contains 1582 members 
Mstep: Class 15 contains 12352 members 
Mstep: Class 16 contains 6474 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 2172 members 
Mstep: Class 19 contains 33225 members 
Mstep: Class 20 contains 9980 members 
Mstep: Class 21 contains 2574 members 
Mstep: Class 22 contains 7709 members 
Mstep: Class 23 contains 4543 members 
Mstep: Class 24 contains 4106 members 
Mstep: Class 25 contains 15442 members 
Mstep: Class 26 contains 16151 members 
Mstep: Class 27 contains 7269 members 
Mstep: Class 28 contains 20875 members 
Mstep: Class 29 contains 9660 members 
Mstep: Class 30 contains 22569 members 
Mstep: Class 31 contains 14678 members 
Mstep: Class 32 contains 10640 members 
Mstep: Class 33 contains 3898 members 
Mstep: Class 34 contains 53178 members 
Mstep: Class 35 contains 201783 members 
Mstep: Class 36 contains 2770 members 
Mstep: Class 37 contains 11043 members 
Mstep: Class 38 contains 8288 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 912 members 
Mstep: Class 41 contains 35610 members 
Mstep: Class 42 contains 1918 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6249 members 
Mstep: Class 46 contains 1433 members 
Mstep: Class 47 contains 6520 members 
Mstep: Class 48 contains 19959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134320.000000 Penalty: 97921.867188
Iteration 149Q: 49 clusters Score -8.813432e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64820 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15847 members 
Mstep: Class 4 contains 24043 members 
Mstep: Class 5 contains 8274 members 
Mstep: Class 6 contains 10935 members 
Mstep: Class 7 contains 37892 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11563 members 
Mstep: Class 10 contains 49602 members 
Mstep: Class 11 contains 39947 members 
Mstep: Class 12 contains 29624 members 
Mstep: Class 13 contains 13213 members 
Mstep: Class 14 contains 1582 members 
Mstep: Class 15 contains 12351 members 
Mstep: Class 16 contains 6474 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 33253 members 
Mstep: Class 20 contains 9981 members 
Mstep: Class 21 contains 2573 members 
Mstep: Class 22 contains 7715 members 
Mstep: Class 23 contains 4551 members 
Mstep: Class 24 contains 4110 members 
Mstep: Class 25 contains 15442 members 
Mstep: Class 26 contains 16151 members 
Mstep: Class 27 contains 7280 members 
Mstep: Class 28 contains 20876 members 
Mstep: Class 29 contains 9660 members 
Mstep: Class 30 contains 22564 members 
Mstep: Class 31 contains 14683 members 
Mstep: Class 32 contains 10642 members 
Mstep: Class 33 contains 3897 members 
Mstep: Class 34 contains 53140 members 
Mstep: Class 35 contains 201750 members 
Mstep: Class 36 contains 2770 members 
Mstep: Class 37 contains 11043 members 
Mstep: Class 38 contains 8290 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 912 members 
Mstep: Class 41 contains 35625 members 
Mstep: Class 42 contains 1919 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6248 members 
Mstep: Class 46 contains 1433 members 
Mstep: Class 47 contains 6530 members 
Mstep: Class 48 contains 19966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134216.000000 Penalty: 97921.867188
Iteration 150Q: 49 clusters Score -8.813422e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64818 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15849 members 
Mstep: Class 4 contains 24051 members 
Mstep: Class 5 contains 8308 members 
Mstep: Class 6 contains 10922 members 
Mstep: Class 7 contains 37895 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11563 members 
Mstep: Class 10 contains 49575 members 
Mstep: Class 11 contains 39939 members 
Mstep: Class 12 contains 29607 members 
Mstep: Class 13 contains 13214 members 
Mstep: Class 14 contains 1582 members 
Mstep: Class 15 contains 12346 members 
Mstep: Class 16 contains 6475 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 2168 members 
Mstep: Class 19 contains 33277 members 
Mstep: Class 20 contains 9983 members 
Mstep: Class 21 contains 2573 members 
Mstep: Class 22 contains 7714 members 
Mstep: Class 23 contains 4564 members 
Mstep: Class 24 contains 4115 members 
Mstep: Class 25 contains 15442 members 
Mstep: Class 26 contains 16151 members 
Mstep: Class 27 contains 7291 members 
Mstep: Class 28 contains 20875 members 
Mstep: Class 29 contains 9660 members 
Mstep: Class 30 contains 22558 members 
Mstep: Class 31 contains 14690 members 
Mstep: Class 32 contains 10643 members 
Mstep: Class 33 contains 3896 members 
Mstep: Class 34 contains 53108 members 
Mstep: Class 35 contains 201719 members 
Mstep: Class 36 contains 2769 members 
Mstep: Class 37 contains 11043 members 
Mstep: Class 38 contains 8290 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 914 members 
Mstep: Class 41 contains 35637 members 
Mstep: Class 42 contains 1920 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6249 members 
Mstep: Class 46 contains 1433 members 
Mstep: Class 47 contains 6540 members 
Mstep: Class 48 contains 19975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134264.000000 Penalty: 97921.867188
Iteration 151Q: 49 clusters Score -8.813426e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64810 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15847 members 
Mstep: Class 4 contains 24064 members 
Mstep: Class 5 contains 8345 members 
Mstep: Class 6 contains 10910 members 
Mstep: Class 7 contains 37897 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11563 members 
Mstep: Class 10 contains 49555 members 
Mstep: Class 11 contains 39939 members 
Mstep: Class 12 contains 29601 members 
Mstep: Class 13 contains 13213 members 
Mstep: Class 14 contains 1583 members 
Mstep: Class 15 contains 12343 members 
Mstep: Class 16 contains 6475 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 33296 members 
Mstep: Class 20 contains 9983 members 
Mstep: Class 21 contains 2572 members 
Mstep: Class 22 contains 7712 members 
Mstep: Class 23 contains 4564 members 
Mstep: Class 24 contains 4119 members 
Mstep: Class 25 contains 15442 members 
Mstep: Class 26 contains 16151 members 
Mstep: Class 27 contains 7305 members 
Mstep: Class 28 contains 20874 members 
Mstep: Class 29 contains 9660 members 
Mstep: Class 30 contains 22549 members 
Mstep: Class 31 contains 14697 members 
Mstep: Class 32 contains 10644 members 
Mstep: Class 33 contains 3894 members 
Mstep: Class 34 contains 53080 members 
Mstep: Class 35 contains 201684 members 
Mstep: Class 36 contains 2768 members 
Mstep: Class 37 contains 11043 members 
Mstep: Class 38 contains 8289 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 912 members 
Mstep: Class 41 contains 35647 members 
Mstep: Class 42 contains 1920 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6252 members 
Mstep: Class 46 contains 1433 members 
Mstep: Class 47 contains 6548 members 
Mstep: Class 48 contains 19988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134288.000000 Penalty: 97921.867188
Iteration 152Q: 49 clusters Score -8.813429e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64809 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15837 members 
Mstep: Class 4 contains 24076 members 
Mstep: Class 5 contains 8364 members 
Mstep: Class 6 contains 10901 members 
Mstep: Class 7 contains 37897 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11563 members 
Mstep: Class 10 contains 49544 members 
Mstep: Class 11 contains 39940 members 
Mstep: Class 12 contains 29597 members 
Mstep: Class 13 contains 13214 members 
Mstep: Class 14 contains 1584 members 
Mstep: Class 15 contains 12342 members 
Mstep: Class 16 contains 6475 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 2173 members 
Mstep: Class 19 contains 33311 members 
Mstep: Class 20 contains 9981 members 
Mstep: Class 21 contains 2574 members 
Mstep: Class 22 contains 7712 members 
Mstep: Class 23 contains 4567 members 
Mstep: Class 24 contains 4126 members 
Mstep: Class 25 contains 15442 members 
Mstep: Class 26 contains 16151 members 
Mstep: Class 27 contains 7313 members 
Mstep: Class 28 contains 20876 members 
Mstep: Class 29 contains 9660 members 
Mstep: Class 30 contains 22549 members 
Mstep: Class 31 contains 14698 members 
Mstep: Class 32 contains 10644 members 
Mstep: Class 33 contains 3891 members 
Mstep: Class 34 contains 53053 members 
Mstep: Class 35 contains 201645 members 
Mstep: Class 36 contains 2767 members 
Mstep: Class 37 contains 11043 members 
Mstep: Class 38 contains 8289 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 911 members 
Mstep: Class 41 contains 35663 members 
Mstep: Class 42 contains 1920 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6255 members 
Mstep: Class 46 contains 1433 members 
Mstep: Class 47 contains 6552 members 
Mstep: Class 48 contains 19999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134216.000000 Penalty: 97921.867188
Iteration 153Q: 49 clusters Score -8.813422e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64805 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15846 members 
Mstep: Class 4 contains 24080 members 
Mstep: Class 5 contains 8378 members 
Mstep: Class 6 contains 10897 members 
Mstep: Class 7 contains 37895 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11563 members 
Mstep: Class 10 contains 49532 members 
Mstep: Class 11 contains 39937 members 
Mstep: Class 12 contains 29593 members 
Mstep: Class 13 contains 13213 members 
Mstep: Class 14 contains 1585 members 
Mstep: Class 15 contains 12343 members 
Mstep: Class 16 contains 6475 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 2176 members 
Mstep: Class 19 contains 33338 members 
Mstep: Class 20 contains 9984 members 
Mstep: Class 21 contains 2577 members 
Mstep: Class 22 contains 7709 members 
Mstep: Class 23 contains 4573 members 
Mstep: Class 24 contains 4130 members 
Mstep: Class 25 contains 15443 members 
Mstep: Class 26 contains 16151 members 
Mstep: Class 27 contains 7313 members 
Mstep: Class 28 contains 20877 members 
Mstep: Class 29 contains 9660 members 
Mstep: Class 30 contains 22546 members 
Mstep: Class 31 contains 14699 members 
Mstep: Class 32 contains 10643 members 
Mstep: Class 33 contains 3891 members 
Mstep: Class 34 contains 53017 members 
Mstep: Class 35 contains 201614 members 
Mstep: Class 36 contains 2767 members 
Mstep: Class 37 contains 11043 members 
Mstep: Class 38 contains 8289 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 911 members 
Mstep: Class 41 contains 35676 members 
Mstep: Class 42 contains 1920 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6255 members 
Mstep: Class 46 contains 1433 members 
Mstep: Class 47 contains 6556 members 
Mstep: Class 48 contains 20008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134320.000000 Penalty: 97921.867188
Iteration 154Q: 49 clusters Score -8.813432e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64803 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15847 members 
Mstep: Class 4 contains 24096 members 
Mstep: Class 5 contains 8390 members 
Mstep: Class 6 contains 10891 members 
Mstep: Class 7 contains 37895 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11563 members 
Mstep: Class 10 contains 49513 members 
Mstep: Class 11 contains 39937 members 
Mstep: Class 12 contains 29583 members 
Mstep: Class 13 contains 13212 members 
Mstep: Class 14 contains 1585 members 
Mstep: Class 15 contains 12344 members 
Mstep: Class 16 contains 6475 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 2177 members 
Mstep: Class 19 contains 33368 members 
Mstep: Class 20 contains 9983 members 
Mstep: Class 21 contains 2580 members 
Mstep: Class 22 contains 7708 members 
Mstep: Class 23 contains 4576 members 
Mstep: Class 24 contains 4135 members 
Mstep: Class 25 contains 15443 members 
Mstep: Class 26 contains 16151 members 
Mstep: Class 27 contains 7317 members 
Mstep: Class 28 contains 20879 members 
Mstep: Class 29 contains 9658 members 
Mstep: Class 30 contains 22548 members 
Mstep: Class 31 contains 14702 members 
Mstep: Class 32 contains 10643 members 
Mstep: Class 33 contains 3891 members 
Mstep: Class 34 contains 52970 members 
Mstep: Class 35 contains 201592 members 
Mstep: Class 36 contains 2767 members 
Mstep: Class 37 contains 11043 members 
Mstep: Class 38 contains 8291 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 911 members 
Mstep: Class 41 contains 35685 members 
Mstep: Class 42 contains 1922 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6256 members 
Mstep: Class 46 contains 1433 members 
Mstep: Class 47 contains 6561 members 
Mstep: Class 48 contains 20017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134344.000000 Penalty: 97921.867188
Iteration 155Q: 49 clusters Score -8.813434e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64806 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15847 members 
Mstep: Class 4 contains 24119 members 
Mstep: Class 5 contains 8394 members 
Mstep: Class 6 contains 10884 members 
Mstep: Class 7 contains 37894 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11564 members 
Mstep: Class 10 contains 49498 members 
Mstep: Class 11 contains 39935 members 
Mstep: Class 12 contains 29572 members 
Mstep: Class 13 contains 13213 members 
Mstep: Class 14 contains 1585 members 
Mstep: Class 15 contains 12344 members 
Mstep: Class 16 contains 6475 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 2177 members 
Mstep: Class 19 contains 33394 members 
Mstep: Class 20 contains 9984 members 
Mstep: Class 21 contains 2582 members 
Mstep: Class 22 contains 7706 members 
Mstep: Class 23 contains 4580 members 
Mstep: Class 24 contains 4143 members 
Mstep: Class 25 contains 15443 members 
Mstep: Class 26 contains 16151 members 
Mstep: Class 27 contains 7319 members 
Mstep: Class 28 contains 20881 members 
Mstep: Class 29 contains 9659 members 
Mstep: Class 30 contains 22547 members 
Mstep: Class 31 contains 14707 members 
Mstep: Class 32 contains 10644 members 
Mstep: Class 33 contains 3889 members 
Mstep: Class 34 contains 52928 members 
Mstep: Class 35 contains 201564 members 
Mstep: Class 36 contains 2767 members 
Mstep: Class 37 contains 11043 members 
Mstep: Class 38 contains 8292 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 911 members 
Mstep: Class 41 contains 35693 members 
Mstep: Class 42 contains 1923 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6257 members 
Mstep: Class 46 contains 1433 members 
Mstep: Class 47 contains 6565 members 
Mstep: Class 48 contains 20029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134384.000000 Penalty: 97921.867188
Iteration 156Q: 49 clusters Score -8.813438e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64803 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15843 members 
Mstep: Class 4 contains 24134 members 
Mstep: Class 5 contains 8404 members 
Mstep: Class 6 contains 10880 members 
Mstep: Class 7 contains 37892 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11564 members 
Mstep: Class 10 contains 49489 members 
Mstep: Class 11 contains 39934 members 
Mstep: Class 12 contains 29570 members 
Mstep: Class 13 contains 13216 members 
Mstep: Class 14 contains 1585 members 
Mstep: Class 15 contains 12347 members 
Mstep: Class 16 contains 6475 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 2176 members 
Mstep: Class 19 contains 33414 members 
Mstep: Class 20 contains 9989 members 
Mstep: Class 21 contains 2580 members 
Mstep: Class 22 contains 7701 members 
Mstep: Class 23 contains 4585 members 
Mstep: Class 24 contains 4145 members 
Mstep: Class 25 contains 15443 members 
Mstep: Class 26 contains 16151 members 
Mstep: Class 27 contains 7320 members 
Mstep: Class 28 contains 20883 members 
Mstep: Class 29 contains 9662 members 
Mstep: Class 30 contains 22542 members 
Mstep: Class 31 contains 14709 members 
Mstep: Class 32 contains 10644 members 
Mstep: Class 33 contains 3889 members 
Mstep: Class 34 contains 52912 members 
Mstep: Class 35 contains 201534 members 
Mstep: Class 36 contains 2767 members 
Mstep: Class 37 contains 11043 members 
Mstep: Class 38 contains 8292 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 911 members 
Mstep: Class 41 contains 35695 members 
Mstep: Class 42 contains 1927 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6256 members 
Mstep: Class 46 contains 1432 members 
Mstep: Class 47 contains 6573 members 
Mstep: Class 48 contains 20030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134360.000000 Penalty: 97921.867188
Iteration 157Q: 49 clusters Score -8.813436e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64798 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15844 members 
Mstep: Class 4 contains 24146 members 
Mstep: Class 5 contains 8403 members 
Mstep: Class 6 contains 10875 members 
Mstep: Class 7 contains 37892 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11564 members 
Mstep: Class 10 contains 49478 members 
Mstep: Class 11 contains 39932 members 
Mstep: Class 12 contains 29569 members 
Mstep: Class 13 contains 13217 members 
Mstep: Class 14 contains 1585 members 
Mstep: Class 15 contains 12344 members 
Mstep: Class 16 contains 6475 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 2176 members 
Mstep: Class 19 contains 33433 members 
Mstep: Class 20 contains 9993 members 
Mstep: Class 21 contains 2584 members 
Mstep: Class 22 contains 7698 members 
Mstep: Class 23 contains 4587 members 
Mstep: Class 24 contains 4148 members 
Mstep: Class 25 contains 15443 members 
Mstep: Class 26 contains 16151 members 
Mstep: Class 27 contains 7319 members 
Mstep: Class 28 contains 20887 members 
Mstep: Class 29 contains 9662 members 
Mstep: Class 30 contains 22537 members 
Mstep: Class 31 contains 14711 members 
Mstep: Class 32 contains 10644 members 
Mstep: Class 33 contains 3890 members 
Mstep: Class 34 contains 52898 members 
Mstep: Class 35 contains 201517 members 
Mstep: Class 36 contains 2767 members 
Mstep: Class 37 contains 11043 members 
Mstep: Class 38 contains 8292 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 911 members 
Mstep: Class 41 contains 35697 members 
Mstep: Class 42 contains 1928 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6260 members 
Mstep: Class 46 contains 1431 members 
Mstep: Class 47 contains 6582 members 
Mstep: Class 48 contains 20030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134480.000000 Penalty: 97921.867188
Iteration 158Q: 49 clusters Score -8.813448e+07 nChanged 164
Entering ConstructFrom: 
Score: -88134480.000000 Penalty: 97921.867188
Entering ConstructFrom: 
Trying to split cluster 1 (64792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64792 members 
Entering Unmasked Estep 
Score: -6669421.000000 Penalty: 1648.545898
	Iteration 0F: 2 clusters Score -6669421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32234 members 
Mstep: Class 2 contains 32558 members 
Entering Unmasked Estep 
Score: -6627076.500000 Penalty: 3297.091797
	Iteration 0F: 3 clusters Score -6627076 nChanged 30160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30940 members 
Mstep: Class 2 contains 33852 members 
Entering Unmasked Estep 
Score: -6644382.000000 Penalty: 3297.091797
	Iteration 1F: 3 clusters Score -6644382 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30246 members 
Mstep: Class 2 contains 34546 members 
Entering Unmasked Estep 
Score: -6645179.500000 Penalty: 3297.091797
	Iteration 2Q: 3 clusters Score -6645180 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29320 members 
Mstep: Class 2 contains 35472 members 
Entering Unmasked Estep 
Score: -6646170.000000 Penalty: 3297.091797
	Iteration 3Q: 3 clusters Score -6646170 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 36792 members 
Entering Unmasked Estep 
Score: -6647541.000000 Penalty: 3297.091797
	Iteration 4Q: 3 clusters Score -6647541 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 38502 members 
Entering Unmasked Estep 
Score: -6649429.500000 Penalty: 3297.091797
	Iteration 5F: 3 clusters Score -6649430 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 40676 members 
Entering Unmasked Estep 
Score: -6651883.500000 Penalty: 3297.091797
	Iteration 6F: 3 clusters Score -6651884 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 43500 members 
Entering Unmasked Estep 
Score: -6654896.500000 Penalty: 3297.091797
	Iteration 7F: 3 clusters Score -6654896 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 46716 members 
Entering Unmasked Estep 
Score: -6658230.500000 Penalty: 3297.091797
	Iteration 8F: 3 clusters Score -6658230 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 49854 members 
Entering Unmasked Estep 
Score: -6661139.000000 Penalty: 3297.091797
	Iteration 9F: 3 clusters Score -6661139 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 52719 members 
Entering Unmasked Estep 
Score: -6663490.000000 Penalty: 3297.091797
	Iteration 10Q: 3 clusters Score -6663490 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 55059 members 
Entering Unmasked Estep 
Score: -6665186.500000 Penalty: 3297.091797
	Iteration 11Q: 3 clusters Score -6665186 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 56849 members 
Entering Unmasked Estep 
Score: -6666308.500000 Penalty: 3297.091797
	Iteration 12Q: 3 clusters Score -6666308 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 58213 members 
Entering Unmasked Estep 
Score: -6667098.000000 Penalty: 3297.091797
	Iteration 13Q: 3 clusters Score -6667098 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 59273 members 
Entering Unmasked Estep 
Score: -6667692.000000 Penalty: 3297.091797
	Iteration 14Q: 3 clusters Score -6667692 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 60075 members 
Entering Unmasked Estep 
Score: -6668070.500000 Penalty: 3297.091797
	Iteration 15Q: 3 clusters Score -6668070 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 60696 members 
Entering Unmasked Estep 
Score: -6668312.000000 Penalty: 3297.091797
	Iteration 16Q: 3 clusters Score -6668312 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 61143 members 
Entering Unmasked Estep 
Score: -6668503.500000 Penalty: 3297.091797
	Iteration 17Q: 3 clusters Score -6668504 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 61465 members 
Entering Unmasked Estep 
Score: -6668641.000000 Penalty: 3297.091797
	Iteration 18Q: 3 clusters Score -6668641 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 61731 members 
Entering Unmasked Estep 
Score: -6668780.000000 Penalty: 3297.091797
	Iteration 19Q: 3 clusters Score -6668780 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 61940 members 
Entering Unmasked Estep 
Score: -6668844.500000 Penalty: 3297.091797
	Iteration 20F: 3 clusters Score -6668844 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 62093 members 
Entering Unmasked Estep 
Score: -6668902.500000 Penalty: 3297.091797
	Iteration 21Q: 3 clusters Score -6668902 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 62200 members 
Entering Unmasked Estep 
Score: -6668931.000000 Penalty: 3297.091797
	Iteration 22Q: 3 clusters Score -6668931 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 62301 members 
Entering Unmasked Estep 
Score: -6668975.500000 Penalty: 3297.091797
	Iteration 23Q: 3 clusters Score -6668976 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 62392 members 
Entering Unmasked Estep 
Score: -6668998.500000 Penalty: 3297.091797
	Iteration 24Q: 3 clusters Score -6668998 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 62470 members 
Entering Unmasked Estep 
Score: -6669023.500000 Penalty: 3297.091797
	Iteration 25Q: 3 clusters Score -6669024 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 62538 members 
Entering Unmasked Estep 
Score: -6669057.000000 Penalty: 3297.091797
	Iteration 26Q: 3 clusters Score -6669057 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 62609 members 
Entering Unmasked Estep 
Score: -6669068.000000 Penalty: 3297.091797
	Iteration 27Q: 3 clusters Score -6669068 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 62661 members 
Entering Unmasked Estep 
Score: -6669091.500000 Penalty: 3297.091797
	Iteration 28Q: 3 clusters Score -6669092 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 62704 members 
Entering Unmasked Estep 
Score: -6669101.500000 Penalty: 3297.091797
	Iteration 29Q: 3 clusters Score -6669102 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 62734 members 
Entering Unmasked Estep 
Score: -6669119.500000 Penalty: 3297.091797
	Iteration 30Q: 3 clusters Score -6669120 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 62760 members 
Entering Unmasked Estep 
Score: -6669128.500000 Penalty: 3297.091797
	Iteration 31Q: 3 clusters Score -6669128 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 62780 members 
Entering Unmasked Estep 
Score: -6669140.000000 Penalty: 3297.091797
	Iteration 32Q: 3 clusters Score -6669140 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 62801 members 
Entering Unmasked Estep 
Score: -6669148.000000 Penalty: 3297.091797
	Iteration 33Q: 3 clusters Score -6669148 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 62828 members 
Entering Unmasked Estep 
Score: -6669163.000000 Penalty: 3297.091797
	Iteration 34Q: 3 clusters Score -6669163 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 62845 members 
Entering Unmasked Estep 
Score: -6669170.500000 Penalty: 3297.091797
	Iteration 35Q: 3 clusters Score -6669170 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 62859 members 
Entering Unmasked Estep 
Score: -6669175.500000 Penalty: 3297.091797
	Iteration 36Q: 3 clusters Score -6669176 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 62867 members 
Entering Unmasked Estep 
Score: -6669180.000000 Penalty: 3297.091797
	Iteration 37Q: 3 clusters Score -6669180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 62869 members 
Entering Unmasked Estep 
Score: -6669182.000000 Penalty: 3297.091797
	Iteration 38Q: 3 clusters Score -6669182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 62874 members 
Entering Unmasked Estep 
Score: -6669186.000000 Penalty: 3297.091797
	Iteration 39Q: 3 clusters Score -6669186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 62879 members 
Entering Unmasked Estep 
Score: -6669195.500000 Penalty: 3297.091797
	Iteration 40F: 3 clusters Score -6669196 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 62884 members 
Entering Unmasked Estep 
Score: -6669197.500000 Penalty: 3297.091797
	Iteration 41Q: 3 clusters Score -6669198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 62894 members 
Entering Unmasked Estep 
Score: -6669213.000000 Penalty: 3297.091797
	Iteration 42Q: 3 clusters Score -6669213 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 62904 members 
Entering Unmasked Estep 
Score: -6669210.500000 Penalty: 3297.091797
	Iteration 43Q: 3 clusters Score -6669210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 62914 members 
Entering Unmasked Estep 
Score: -6669204.500000 Penalty: 3297.091797
	Iteration 44Q: 3 clusters Score -6669204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 62919 members 
Entering Unmasked Estep 
Score: -6669210.500000 Penalty: 3297.091797
	Iteration 45Q: 3 clusters Score -6669210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 62922 members 
Entering Unmasked Estep 
Score: -6669213.500000 Penalty: 3297.091797
	Iteration 46Q: 3 clusters Score -6669214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 62925 members 
Entering Unmasked Estep 
Score: -6669213.000000 Penalty: 3297.091797
	Iteration 47Q: 3 clusters Score -6669213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 62933 members 
Entering Unmasked Estep 
Score: -6669205.500000 Penalty: 3297.091797
	Iteration 48Q: 3 clusters Score -6669206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 62938 members 
Entering Unmasked Estep 
Score: -6669206.500000 Penalty: 3297.091797
	Iteration 49Q: 3 clusters Score -6669206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 62948 members 
Entering Unmasked Estep 
Score: -6669214.500000 Penalty: 3297.091797
	Iteration 50Q: 3 clusters Score -6669214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 62951 members 
Entering Unmasked Estep 
Score: -6669218.000000 Penalty: 3297.091797
	Iteration 51Q: 3 clusters Score -6669218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 62955 members 
Entering Unmasked Estep 
Score: -6669215.000000 Penalty: 3297.091797
	Iteration 52Q: 3 clusters Score -6669215 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 62962 members 
Entering Unmasked Estep 
Score: -6669220.000000 Penalty: 3297.091797
	Iteration 53Q: 3 clusters Score -6669220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 62967 members 
Entering Unmasked Estep 
Score: -6669230.500000 Penalty: 3297.091797
	Iteration 54Q: 3 clusters Score -6669230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 62970 members 
Entering Unmasked Estep 
Score: -6669226.500000 Penalty: 3297.091797
	Iteration 55Q: 3 clusters Score -6669226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 62973 members 
Entering Unmasked Estep 
Score: -6669225.000000 Penalty: 3297.091797
	Iteration 56Q: 3 clusters Score -6669225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 62975 members 
Entering Unmasked Estep 
Score: -6669224.500000 Penalty: 3297.091797
	Iteration 57Q: 3 clusters Score -6669224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 62975 members 
Entering Unmasked Estep 
Score: -6669229.000000 Penalty: 3297.091797
	Iteration 58Q: 3 clusters Score -6669229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 62975 members 
Entering Unmasked Estep 
Score: -6669229.000000 Penalty: 3297.091797
	Iteration 59F: 3 clusters Score -6669229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Entering Unmasked Estep 
Score: -1083351.750000 Penalty: 1375.257812
	Iteration 0F: 2 clusters Score -1083352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1076451.125000 Penalty: 2750.515625
	Iteration 0F: 3 clusters Score -1076451 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1078895.375000 Penalty: 2750.515625
	Iteration 1F: 3 clusters Score -1078895 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1079298.250000 Penalty: 2750.515625
	Iteration 2F: 3 clusters Score -1079298 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1079658.375000 Penalty: 2750.515625
	Iteration 3F: 3 clusters Score -1079658 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1080004.000000 Penalty: 2750.515625
	Iteration 4F: 3 clusters Score -1080004 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1080311.250000 Penalty: 2750.515625
	Iteration 5F: 3 clusters Score -1080311 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1080573.250000 Penalty: 2750.515625
	Iteration 6Q: 3 clusters Score -1080573 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1080778.000000 Penalty: 2750.515625
	Iteration 7Q: 3 clusters Score -1080778 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1080945.000000 Penalty: 2750.515625
	Iteration 8Q: 3 clusters Score -1080945 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1081076.875000 Penalty: 2750.515625
	Iteration 9Q: 3 clusters Score -1081077 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1081187.000000 Penalty: 2750.515625
	Iteration 10Q: 3 clusters Score -1081187 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1081288.000000 Penalty: 2750.515625
	Iteration 11Q: 3 clusters Score -1081288 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1081376.375000 Penalty: 2750.515625
	Iteration 12Q: 3 clusters Score -1081376 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1081454.125000 Penalty: 2750.515625
	Iteration 13Q: 3 clusters Score -1081454 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1081513.250000 Penalty: 2750.515625
	Iteration 14Q: 3 clusters Score -1081513 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1081574.125000 Penalty: 2750.515625
	Iteration 15Q: 3 clusters Score -1081574 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1081639.250000 Penalty: 2750.515625
	Iteration 16Q: 3 clusters Score -1081639 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1081710.125000 Penalty: 2750.515625
	Iteration 17Q: 3 clusters Score -1081710 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1081777.250000 Penalty: 2750.515625
	Iteration 18Q: 3 clusters Score -1081777 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1081841.000000 Penalty: 2750.515625
	Iteration 19Q: 3 clusters Score -1081841 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1081894.250000 Penalty: 2750.515625
	Iteration 20F: 3 clusters Score -1081894 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1081944.625000 Penalty: 2750.515625
	Iteration 21Q: 3 clusters Score -1081945 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1082002.625000 Penalty: 2750.515625
	Iteration 22Q: 3 clusters Score -1082003 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1082048.250000 Penalty: 2750.515625
	Iteration 23Q: 3 clusters Score -1082048 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1082079.875000 Penalty: 2750.515625
	Iteration 24Q: 3 clusters Score -1082080 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1082105.250000 Penalty: 2750.515625
	Iteration 25Q: 3 clusters Score -1082105 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1082127.625000 Penalty: 2750.515625
	Iteration 26Q: 3 clusters Score -1082128 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1082138.000000 Penalty: 2750.515625
	Iteration 27Q: 3 clusters Score -1082138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1082146.000000 Penalty: 2750.515625
	Iteration 28Q: 3 clusters Score -1082146 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1082157.625000 Penalty: 2750.515625
	Iteration 29Q: 3 clusters Score -1082158 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1082180.875000 Penalty: 2750.515625
	Iteration 30Q: 3 clusters Score -1082181 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1082206.375000 Penalty: 2750.515625
	Iteration 31Q: 3 clusters Score -1082206 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1082226.875000 Penalty: 2750.515625
	Iteration 32Q: 3 clusters Score -1082227 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1082248.000000 Penalty: 2750.515625
	Iteration 33Q: 3 clusters Score -1082248 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1082268.875000 Penalty: 2750.515625
	Iteration 34Q: 3 clusters Score -1082269 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1082275.000000 Penalty: 2750.515625
	Iteration 35Q: 3 clusters Score -1082275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1082280.000000 Penalty: 2750.515625
	Iteration 36Q: 3 clusters Score -1082280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1082281.375000 Penalty: 2750.515625
	Iteration 37Q: 3 clusters Score -1082281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1082283.875000 Penalty: 2750.515625
	Iteration 38Q: 3 clusters Score -1082284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1082283.875000 Penalty: 2750.515625
	Iteration 39F: 3 clusters Score -1082284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Entering Unmasked Estep 
Score: -1570241.125000 Penalty: 1439.005493
	Iteration 0F: 2 clusters Score -1570241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1559688.250000 Penalty: 2878.010986
	Iteration 0F: 3 clusters Score -1559688 nChanged 6903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1563451.625000 Penalty: 2878.010986
	Iteration 1F: 3 clusters Score -1563452 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1563891.250000 Penalty: 2878.010986
	Iteration 2F: 3 clusters Score -1563891 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1564234.250000 Penalty: 2878.010986
	Iteration 3F: 3 clusters Score -1564234 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1564517.500000 Penalty: 2878.010986
	Iteration 4Q: 3 clusters Score -1564518 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1564786.250000 Penalty: 2878.010986
	Iteration 5Q: 3 clusters Score -1564786 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1565086.000000 Penalty: 2878.010986
	Iteration 6Q: 3 clusters Score -1565086 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1565401.125000 Penalty: 2878.010986
	Iteration 7Q: 3 clusters Score -1565401 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1565714.750000 Penalty: 2878.010986
	Iteration 8Q: 3 clusters Score -1565715 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1566071.375000 Penalty: 2878.010986
	Iteration 9Q: 3 clusters Score -1566071 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1566419.625000 Penalty: 2878.010986
	Iteration 10Q: 3 clusters Score -1566420 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1566752.875000 Penalty: 2878.010986
	Iteration 11Q: 3 clusters Score -1566753 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1567054.750000 Penalty: 2878.010986
	Iteration 12Q: 3 clusters Score -1567055 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1567317.000000 Penalty: 2878.010986
	Iteration 13Q: 3 clusters Score -1567317 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1567572.125000 Penalty: 2878.010986
	Iteration 14Q: 3 clusters Score -1567572 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1567775.000000 Penalty: 2878.010986
	Iteration 15Q: 3 clusters Score -1567775 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1567956.625000 Penalty: 2878.010986
	Iteration 16Q: 3 clusters Score -1567957 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1568115.500000 Penalty: 2878.010986
	Iteration 17Q: 3 clusters Score -1568116 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1568254.625000 Penalty: 2878.010986
	Iteration 18Q: 3 clusters Score -1568255 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1568391.000000 Penalty: 2878.010986
	Iteration 19Q: 3 clusters Score -1568391 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1568500.625000 Penalty: 2878.010986
	Iteration 20F: 3 clusters Score -1568501 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1568579.000000 Penalty: 2878.010986
	Iteration 21Q: 3 clusters Score -1568579 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1568667.125000 Penalty: 2878.010986
	Iteration 22Q: 3 clusters Score -1568667 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1568736.000000 Penalty: 2878.010986
	Iteration 23Q: 3 clusters Score -1568736 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1568824.750000 Penalty: 2878.010986
	Iteration 24Q: 3 clusters Score -1568825 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1568897.500000 Penalty: 2878.010986
	Iteration 25Q: 3 clusters Score -1568898 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1568964.125000 Penalty: 2878.010986
	Iteration 26Q: 3 clusters Score -1568964 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1569026.375000 Penalty: 2878.010986
	Iteration 27Q: 3 clusters Score -1569026 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1569091.750000 Penalty: 2878.010986
	Iteration 28Q: 3 clusters Score -1569092 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1569127.000000 Penalty: 2878.010986
	Iteration 29Q: 3 clusters Score -1569127 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1569154.250000 Penalty: 2878.010986
	Iteration 30Q: 3 clusters Score -1569154 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1569192.125000 Penalty: 2878.010986
	Iteration 31Q: 3 clusters Score -1569192 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1569204.125000 Penalty: 2878.010986
	Iteration 32Q: 3 clusters Score -1569204 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1569223.125000 Penalty: 2878.010986
	Iteration 33Q: 3 clusters Score -1569223 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1569236.125000 Penalty: 2878.010986
	Iteration 34Q: 3 clusters Score -1569236 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1569243.500000 Penalty: 2878.010986
	Iteration 35Q: 3 clusters Score -1569244 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1569255.375000 Penalty: 2878.010986
	Iteration 36Q: 3 clusters Score -1569255 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1569259.375000 Penalty: 2878.010986
	Iteration 37Q: 3 clusters Score -1569259 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1569269.875000 Penalty: 2878.010986
	Iteration 38Q: 3 clusters Score -1569270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1569280.375000 Penalty: 2878.010986
	Iteration 39Q: 3 clusters Score -1569280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1569282.125000 Penalty: 2878.010986
	Iteration 40F: 3 clusters Score -1569282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1569284.000000 Penalty: 2878.010986
	Iteration 41Q: 3 clusters Score -1569284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1569286.500000 Penalty: 2878.010986
	Iteration 42Q: 3 clusters Score -1569286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1569286.000000 Penalty: 2878.010986
	Iteration 43Q: 3 clusters Score -1569286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1569286.000000 Penalty: 2878.010986
	Iteration 44F: 3 clusters Score -1569286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (24154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24154 members 
Entering Unmasked Estep 
Score: -2404203.750000 Penalty: 1501.720093
	Iteration 0F: 2 clusters Score -2404204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -2388485.250000 Penalty: 3003.440186
	Iteration 0F: 3 clusters Score -2388485 nChanged 10732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -2394073.500000 Penalty: 3003.440186
	Iteration 1F: 3 clusters Score -2394074 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -2394566.250000 Penalty: 3003.440186
	Iteration 2F: 3 clusters Score -2394566 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -2394978.000000 Penalty: 3003.440186
	Iteration 3Q: 3 clusters Score -2394978 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -2395375.750000 Penalty: 3003.440186
	Iteration 4Q: 3 clusters Score -2395376 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -2395845.000000 Penalty: 3003.440186
	Iteration 5Q: 3 clusters Score -2395845 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -2396378.500000 Penalty: 3003.440186
	Iteration 6Q: 3 clusters Score -2396378 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -2396929.250000 Penalty: 3003.440186
	Iteration 7Q: 3 clusters Score -2396929 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -2397474.250000 Penalty: 3003.440186
	Iteration 8Q: 3 clusters Score -2397474 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -2398096.250000 Penalty: 3003.440186
	Iteration 9Q: 3 clusters Score -2398096 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -2398721.750000 Penalty: 3003.440186
	Iteration 10Q: 3 clusters Score -2398722 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -2399354.500000 Penalty: 3003.440186
	Iteration 11Q: 3 clusters Score -2399354 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -2399957.500000 Penalty: 3003.440186
	Iteration 12Q: 3 clusters Score -2399958 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -2400441.250000 Penalty: 3003.440186
	Iteration 13Q: 3 clusters Score -2400441 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -2400777.250000 Penalty: 3003.440186
	Iteration 14Q: 3 clusters Score -2400777 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -2401034.000000 Penalty: 3003.440186
	Iteration 15Q: 3 clusters Score -2401034 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -2401226.000000 Penalty: 3003.440186
	Iteration 16Q: 3 clusters Score -2401226 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -2401381.750000 Penalty: 3003.440186
	Iteration 17Q: 3 clusters Score -2401382 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -2401528.250000 Penalty: 3003.440186
	Iteration 18Q: 3 clusters Score -2401528 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -2401676.500000 Penalty: 3003.440186
	Iteration 19Q: 3 clusters Score -2401676 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -2401832.000000 Penalty: 3003.440186
	Iteration 20F: 3 clusters Score -2401832 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -2401965.750000 Penalty: 3003.440186
	Iteration 21Q: 3 clusters Score -2401966 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -2402072.000000 Penalty: 3003.440186
	Iteration 22Q: 3 clusters Score -2402072 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -2402155.250000 Penalty: 3003.440186
	Iteration 23Q: 3 clusters Score -2402155 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -2402234.000000 Penalty: 3003.440186
	Iteration 24Q: 3 clusters Score -2402234 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -2402314.000000 Penalty: 3003.440186
	Iteration 25Q: 3 clusters Score -2402314 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -2402397.500000 Penalty: 3003.440186
	Iteration 26Q: 3 clusters Score -2402398 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -2402442.000000 Penalty: 3003.440186
	Iteration 27Q: 3 clusters Score -2402442 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -2402532.500000 Penalty: 3003.440186
	Iteration 28Q: 3 clusters Score -2402532 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -2402594.500000 Penalty: 3003.440186
	Iteration 29Q: 3 clusters Score -2402594 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -2402643.250000 Penalty: 3003.440186
	Iteration 30Q: 3 clusters Score -2402643 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -2402727.000000 Penalty: 3003.440186
	Iteration 31Q: 3 clusters Score -2402727 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -2402784.750000 Penalty: 3003.440186
	Iteration 32Q: 3 clusters Score -2402785 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -2402857.250000 Penalty: 3003.440186
	Iteration 33Q: 3 clusters Score -2402857 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -2402902.500000 Penalty: 3003.440186
	Iteration 34Q: 3 clusters Score -2402902 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -2402958.000000 Penalty: 3003.440186
	Iteration 35Q: 3 clusters Score -2402958 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -2402980.500000 Penalty: 3003.440186
	Iteration 36Q: 3 clusters Score -2402980 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -2403002.500000 Penalty: 3003.440186
	Iteration 37Q: 3 clusters Score -2403002 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -2403005.000000 Penalty: 3003.440186
	Iteration 38Q: 3 clusters Score -2403005 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -2403008.250000 Penalty: 3003.440186
	Iteration 39Q: 3 clusters Score -2403008 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21967 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -2403021.250000 Penalty: 3003.440186
	Iteration 40F: 3 clusters Score -2403021 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2403033.000000 Penalty: 3003.440186
	Iteration 41Q: 3 clusters Score -2403033 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -2403041.000000 Penalty: 3003.440186
	Iteration 42Q: 3 clusters Score -2403041 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2403038.500000 Penalty: 3003.440186
	Iteration 43Q: 3 clusters Score -2403038 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22075 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -2403048.500000 Penalty: 3003.440186
	Iteration 44Q: 3 clusters Score -2403048 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -2403055.750000 Penalty: 3003.440186
	Iteration 45Q: 3 clusters Score -2403056 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2403066.250000 Penalty: 3003.440186
	Iteration 46Q: 3 clusters Score -2403066 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -2403068.000000 Penalty: 3003.440186
	Iteration 47Q: 3 clusters Score -2403068 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2403076.750000 Penalty: 3003.440186
	Iteration 48Q: 3 clusters Score -2403077 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22183 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -2403082.000000 Penalty: 3003.440186
	Iteration 49Q: 3 clusters Score -2403082 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -2403083.750000 Penalty: 3003.440186
	Iteration 50Q: 3 clusters Score -2403084 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2403090.250000 Penalty: 3003.440186
	Iteration 51Q: 3 clusters Score -2403090 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2403092.250000 Penalty: 3003.440186
	Iteration 52Q: 3 clusters Score -2403092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -2403093.250000 Penalty: 3003.440186
	Iteration 53Q: 3 clusters Score -2403093 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2403096.750000 Penalty: 3003.440186
	Iteration 54Q: 3 clusters Score -2403097 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2403101.750000 Penalty: 3003.440186
	Iteration 55Q: 3 clusters Score -2403102 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2403102.250000 Penalty: 3003.440186
	Iteration 56Q: 3 clusters Score -2403102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2403109.000000 Penalty: 3003.440186
	Iteration 57Q: 3 clusters Score -2403109 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2403112.250000 Penalty: 3003.440186
	Iteration 58Q: 3 clusters Score -2403112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2403114.750000 Penalty: 3003.440186
	Iteration 59Q: 3 clusters Score -2403115 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2403115.250000 Penalty: 3003.440186
	Iteration 60F: 3 clusters Score -2403115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2403116.250000 Penalty: 3003.440186
	Iteration 61Q: 3 clusters Score -2403116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2403119.750000 Penalty: 3003.440186
	Iteration 62Q: 3 clusters Score -2403120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2403121.250000 Penalty: 3003.440186
	Iteration 63Q: 3 clusters Score -2403121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2403122.500000 Penalty: 3003.440186
	Iteration 64Q: 3 clusters Score -2403122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22383 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2403121.500000 Penalty: 3003.440186
	Iteration 65Q: 3 clusters Score -2403122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2403121.750000 Penalty: 3003.440186
	Iteration 66Q: 3 clusters Score -2403122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2403125.000000 Penalty: 3003.440186
	Iteration 67Q: 3 clusters Score -2403125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22401 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2403124.250000 Penalty: 3003.440186
	Iteration 68Q: 3 clusters Score -2403124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2403129.750000 Penalty: 3003.440186
	Iteration 69Q: 3 clusters Score -2403130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2403130.250000 Penalty: 3003.440186
	Iteration 70Q: 3 clusters Score -2403130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2403127.250000 Penalty: 3003.440186
	Iteration 71Q: 3 clusters Score -2403127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2403133.250000 Penalty: 3003.440186
	Iteration 72Q: 3 clusters Score -2403133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2403129.000000 Penalty: 3003.440186
	Iteration 73Q: 3 clusters Score -2403129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2403128.500000 Penalty: 3003.440186
	Iteration 74Q: 3 clusters Score -2403128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2403127.750000 Penalty: 3003.440186
	Iteration 75Q: 3 clusters Score -2403128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2403128.750000 Penalty: 3003.440186
	Iteration 76Q: 3 clusters Score -2403129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22436 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2403131.750000 Penalty: 3003.440186
	Iteration 77Q: 3 clusters Score -2403132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2403131.750000 Penalty: 3003.440186
	Iteration 78Q: 3 clusters Score -2403132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2403130.250000 Penalty: 3003.440186
	Iteration 79Q: 3 clusters Score -2403130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2403132.000000 Penalty: 3003.440186
	Iteration 80F: 3 clusters Score -2403132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2403134.750000 Penalty: 3003.440186
	Iteration 81Q: 3 clusters Score -2403135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22449 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2403133.500000 Penalty: 3003.440186
	Iteration 82Q: 3 clusters Score -2403134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2403137.500000 Penalty: 3003.440186
	Iteration 83Q: 3 clusters Score -2403138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22465 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2403137.250000 Penalty: 3003.440186
	Iteration 84Q: 3 clusters Score -2403137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2403138.250000 Penalty: 3003.440186
	Iteration 85Q: 3 clusters Score -2403138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2403134.250000 Penalty: 3003.440186
	Iteration 86Q: 3 clusters Score -2403134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2403138.000000 Penalty: 3003.440186
	Iteration 87Q: 3 clusters Score -2403138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2403148.000000 Penalty: 3003.440186
	Iteration 88Q: 3 clusters Score -2403148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2403146.250000 Penalty: 3003.440186
	Iteration 89Q: 3 clusters Score -2403146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2403145.500000 Penalty: 3003.440186
	Iteration 90Q: 3 clusters Score -2403146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2403146.500000 Penalty: 3003.440186
	Iteration 91Q: 3 clusters Score -2403146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2403146.500000 Penalty: 3003.440186
	Iteration 92F: 3 clusters Score -2403146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Entering Unmasked Estep 
Score: -813541.750000 Penalty: 1344.802612
	Iteration 0F: 2 clusters Score -813541.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -807784.812500 Penalty: 2689.605225
	Iteration 0F: 3 clusters Score -807784.8 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -809715.562500 Penalty: 2689.605225
	Iteration 1F: 3 clusters Score -809715.6 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -810067.625000 Penalty: 2689.605225
	Iteration 2F: 3 clusters Score -810067.6 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -810303.000000 Penalty: 2689.605225
	Iteration 3F: 3 clusters Score -810303 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -810493.812500 Penalty: 2689.605225
	Iteration 4Q: 3 clusters Score -810493.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -810692.000000 Penalty: 2689.605225
	Iteration 5Q: 3 clusters Score -810692 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -810880.250000 Penalty: 2689.605225
	Iteration 6Q: 3 clusters Score -810880.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -811053.062500 Penalty: 2689.605225
	Iteration 7Q: 3 clusters Score -811053.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -811216.750000 Penalty: 2689.605225
	Iteration 8Q: 3 clusters Score -811216.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -811373.750000 Penalty: 2689.605225
	Iteration 9Q: 3 clusters Score -811373.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -811498.937500 Penalty: 2689.605225
	Iteration 10Q: 3 clusters Score -811498.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -811642.562500 Penalty: 2689.605225
	Iteration 11Q: 3 clusters Score -811642.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -811788.187500 Penalty: 2689.605225
	Iteration 12Q: 3 clusters Score -811788.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -811933.625000 Penalty: 2689.605225
	Iteration 13Q: 3 clusters Score -811933.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -812076.375000 Penalty: 2689.605225
	Iteration 14Q: 3 clusters Score -812076.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -812187.375000 Penalty: 2689.605225
	Iteration 15Q: 3 clusters Score -812187.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -812277.375000 Penalty: 2689.605225
	Iteration 16Q: 3 clusters Score -812277.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -812346.875000 Penalty: 2689.605225
	Iteration 17Q: 3 clusters Score -812346.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -812413.250000 Penalty: 2689.605225
	Iteration 18Q: 3 clusters Score -812413.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -812455.312500 Penalty: 2689.605225
	Iteration 19Q: 3 clusters Score -812455.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -812486.125000 Penalty: 2689.605225
	Iteration 20F: 3 clusters Score -812486.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -812513.437500 Penalty: 2689.605225
	Iteration 21Q: 3 clusters Score -812513.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -812532.187500 Penalty: 2689.605225
	Iteration 22Q: 3 clusters Score -812532.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -812547.625000 Penalty: 2689.605225
	Iteration 23Q: 3 clusters Score -812547.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -812564.687500 Penalty: 2689.605225
	Iteration 24Q: 3 clusters Score -812564.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -812576.812500 Penalty: 2689.605225
	Iteration 25Q: 3 clusters Score -812576.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -812587.250000 Penalty: 2689.605225
	Iteration 26Q: 3 clusters Score -812587.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -812591.687500 Penalty: 2689.605225
	Iteration 27Q: 3 clusters Score -812591.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -812599.187500 Penalty: 2689.605225
	Iteration 28Q: 3 clusters Score -812599.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -812607.562500 Penalty: 2689.605225
	Iteration 29Q: 3 clusters Score -812607.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -812619.187500 Penalty: 2689.605225
	Iteration 30Q: 3 clusters Score -812619.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -812629.375000 Penalty: 2689.605225
	Iteration 31Q: 3 clusters Score -812629.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -812637.000000 Penalty: 2689.605225
	Iteration 32Q: 3 clusters Score -812637 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -812644.812500 Penalty: 2689.605225
	Iteration 33Q: 3 clusters Score -812644.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -812650.937500 Penalty: 2689.605225
	Iteration 34Q: 3 clusters Score -812650.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -812655.875000 Penalty: 2689.605225
	Iteration 35Q: 3 clusters Score -812655.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -812656.812500 Penalty: 2689.605225
	Iteration 36Q: 3 clusters Score -812656.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -812660.687500 Penalty: 2689.605225
	Iteration 37Q: 3 clusters Score -812660.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -812661.937500 Penalty: 2689.605225
	Iteration 38Q: 3 clusters Score -812661.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -812662.312500 Penalty: 2689.605225
	Iteration 39Q: 3 clusters Score -812662.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -812661.625000 Penalty: 2689.605225
	Iteration 40F: 3 clusters Score -812661.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -812664.500000 Penalty: 2689.605225
	Iteration 41Q: 3 clusters Score -812664.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -812666.250000 Penalty: 2689.605225
	Iteration 42Q: 3 clusters Score -812666.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -812665.750000 Penalty: 2689.605225
	Iteration 43Q: 3 clusters Score -812665.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -812667.687500 Penalty: 2689.605225
	Iteration 44Q: 3 clusters Score -812667.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -812670.062500 Penalty: 2689.605225
	Iteration 45Q: 3 clusters Score -812670.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -812671.125000 Penalty: 2689.605225
	Iteration 46Q: 3 clusters Score -812671.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -812674.437500 Penalty: 2689.605225
	Iteration 47Q: 3 clusters Score -812674.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -812679.062500 Penalty: 2689.605225
	Iteration 48Q: 3 clusters Score -812679.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -812682.062500 Penalty: 2689.605225
	Iteration 49Q: 3 clusters Score -812682.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -812689.000000 Penalty: 2689.605225
	Iteration 50Q: 3 clusters Score -812689 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -812693.000000 Penalty: 2689.605225
	Iteration 51Q: 3 clusters Score -812693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -812694.437500 Penalty: 2689.605225
	Iteration 52Q: 3 clusters Score -812694.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -812700.250000 Penalty: 2689.605225
	Iteration 53Q: 3 clusters Score -812700.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -812706.562500 Penalty: 2689.605225
	Iteration 54Q: 3 clusters Score -812706.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -812707.875000 Penalty: 2689.605225
	Iteration 55Q: 3 clusters Score -812707.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -812714.937500 Penalty: 2689.605225
	Iteration 56Q: 3 clusters Score -812714.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -812717.750000 Penalty: 2689.605225
	Iteration 57Q: 3 clusters Score -812717.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -812723.187500 Penalty: 2689.605225
	Iteration 58Q: 3 clusters Score -812723.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -812727.125000 Penalty: 2689.605225
	Iteration 59Q: 3 clusters Score -812727.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -812735.000000 Penalty: 2689.605225
	Iteration 60F: 3 clusters Score -812735 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -812740.375000 Penalty: 2689.605225
	Iteration 61Q: 3 clusters Score -812740.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -812743.937500 Penalty: 2689.605225
	Iteration 62Q: 3 clusters Score -812743.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -812749.000000 Penalty: 2689.605225
	Iteration 63Q: 3 clusters Score -812749 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -812754.062500 Penalty: 2689.605225
	Iteration 64Q: 3 clusters Score -812754.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -812755.375000 Penalty: 2689.605225
	Iteration 65Q: 3 clusters Score -812755.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -812761.437500 Penalty: 2689.605225
	Iteration 66Q: 3 clusters Score -812761.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -812763.437500 Penalty: 2689.605225
	Iteration 67Q: 3 clusters Score -812763.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -812764.437500 Penalty: 2689.605225
	Iteration 68Q: 3 clusters Score -812764.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -812763.875000 Penalty: 2689.605225
	Iteration 69Q: 3 clusters Score -812763.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -812766.875000 Penalty: 2689.605225
	Iteration 70Q: 3 clusters Score -812766.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -812763.500000 Penalty: 2689.605225
	Iteration 71Q: 3 clusters Score -812763.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -812763.875000 Penalty: 2689.605225
	Iteration 72Q: 3 clusters Score -812763.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -812763.875000 Penalty: 2689.605225
	Iteration 73F: 3 clusters Score -812763.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Entering Unmasked Estep 
Score: -1122631.250000 Penalty: 1382.966675
	Iteration 0F: 2 clusters Score -1122631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1115413.375000 Penalty: 2765.933350
	Iteration 0F: 3 clusters Score -1115413 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1117765.625000 Penalty: 2765.933350
	Iteration 1F: 3 clusters Score -1117766 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1118021.625000 Penalty: 2765.933350
	Iteration 2F: 3 clusters Score -1118022 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1118178.000000 Penalty: 2765.933350
	Iteration 3Q: 3 clusters Score -1118178 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1118295.250000 Penalty: 2765.933350
	Iteration 4Q: 3 clusters Score -1118295 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1118381.125000 Penalty: 2765.933350
	Iteration 5Q: 3 clusters Score -1118381 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1118460.375000 Penalty: 2765.933350
	Iteration 6Q: 3 clusters Score -1118460 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1118520.875000 Penalty: 2765.933350
	Iteration 7Q: 3 clusters Score -1118521 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1118582.375000 Penalty: 2765.933350
	Iteration 8Q: 3 clusters Score -1118582 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1118637.250000 Penalty: 2765.933350
	Iteration 9Q: 3 clusters Score -1118637 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1118688.875000 Penalty: 2765.933350
	Iteration 10Q: 3 clusters Score -1118689 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1118739.250000 Penalty: 2765.933350
	Iteration 11Q: 3 clusters Score -1118739 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1118800.250000 Penalty: 2765.933350
	Iteration 12Q: 3 clusters Score -1118800 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1118849.375000 Penalty: 2765.933350
	Iteration 13Q: 3 clusters Score -1118849 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1118904.000000 Penalty: 2765.933350
	Iteration 14Q: 3 clusters Score -1118904 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1118962.750000 Penalty: 2765.933350
	Iteration 15Q: 3 clusters Score -1118963 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1119030.125000 Penalty: 2765.933350
	Iteration 16Q: 3 clusters Score -1119030 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1119113.625000 Penalty: 2765.933350
	Iteration 17Q: 3 clusters Score -1119114 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1119202.125000 Penalty: 2765.933350
	Iteration 18Q: 3 clusters Score -1119202 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1119301.875000 Penalty: 2765.933350
	Iteration 19Q: 3 clusters Score -1119302 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1119404.000000 Penalty: 2765.933350
	Iteration 20F: 3 clusters Score -1119404 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1119533.750000 Penalty: 2765.933350
	Iteration 21Q: 3 clusters Score -1119534 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1119668.125000 Penalty: 2765.933350
	Iteration 22Q: 3 clusters Score -1119668 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1119799.000000 Penalty: 2765.933350
	Iteration 23Q: 3 clusters Score -1119799 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1119960.500000 Penalty: 2765.933350
	Iteration 24Q: 3 clusters Score -1119960 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1120184.500000 Penalty: 2765.933350
	Iteration 25Q: 3 clusters Score -1120184 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1120449.625000 Penalty: 2765.933350
	Iteration 26Q: 3 clusters Score -1120450 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1120739.375000 Penalty: 2765.933350
	Iteration 27Q: 3 clusters Score -1120739 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1120997.000000 Penalty: 2765.933350
	Iteration 28Q: 3 clusters Score -1120997 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1121230.375000 Penalty: 2765.933350
	Iteration 29Q: 3 clusters Score -1121230 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1121413.375000 Penalty: 2765.933350
	Iteration 30Q: 3 clusters Score -1121413 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1121555.250000 Penalty: 2765.933350
	Iteration 31Q: 3 clusters Score -1121555 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1121672.125000 Penalty: 2765.933350
	Iteration 32Q: 3 clusters Score -1121672 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1121752.750000 Penalty: 2765.933350
	Iteration 33Q: 3 clusters Score -1121753 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1121798.000000 Penalty: 2765.933350
	Iteration 34Q: 3 clusters Score -1121798 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1121819.875000 Penalty: 2765.933350
	Iteration 35Q: 3 clusters Score -1121820 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1121839.000000 Penalty: 2765.933350
	Iteration 36Q: 3 clusters Score -1121839 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1121850.125000 Penalty: 2765.933350
	Iteration 37Q: 3 clusters Score -1121850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1121858.500000 Penalty: 2765.933350
	Iteration 38Q: 3 clusters Score -1121858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1121860.750000 Penalty: 2765.933350
	Iteration 39Q: 3 clusters Score -1121861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1121865.875000 Penalty: 2765.933350
	Iteration 40F: 3 clusters Score -1121866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1121867.000000 Penalty: 2765.933350
	Iteration 41Q: 3 clusters Score -1121867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1121869.625000 Penalty: 2765.933350
	Iteration 42Q: 3 clusters Score -1121870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1121870.875000 Penalty: 2765.933350
	Iteration 43Q: 3 clusters Score -1121871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1121874.250000 Penalty: 2765.933350
	Iteration 44Q: 3 clusters Score -1121874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1121876.500000 Penalty: 2765.933350
	Iteration 45Q: 3 clusters Score -1121876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1121877.500000 Penalty: 2765.933350
	Iteration 46Q: 3 clusters Score -1121878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1121882.250000 Penalty: 2765.933350
	Iteration 47Q: 3 clusters Score -1121882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1121882.375000 Penalty: 2765.933350
	Iteration 48Q: 3 clusters Score -1121882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1121884.750000 Penalty: 2765.933350
	Iteration 49Q: 3 clusters Score -1121885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1121884.750000 Penalty: 2765.933350
	Iteration 50F: 3 clusters Score -1121885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (37893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37893 members 
Entering Unmasked Estep 
Score: -3912898.000000 Penalty: 1568.727173
	Iteration 0F: 2 clusters Score -3912898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -3888294.750000 Penalty: 3137.454346
	Iteration 0F: 3 clusters Score -3888295 nChanged 17209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -3897476.750000 Penalty: 3137.454346
	Iteration 1F: 3 clusters Score -3897477 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -3898071.500000 Penalty: 3137.454346
	Iteration 2Q: 3 clusters Score -3898072 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -3898679.250000 Penalty: 3137.454346
	Iteration 3Q: 3 clusters Score -3898679 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -3899268.000000 Penalty: 3137.454346
	Iteration 4Q: 3 clusters Score -3899268 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -3899874.500000 Penalty: 3137.454346
	Iteration 5Q: 3 clusters Score -3899874 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -3900513.250000 Penalty: 3137.454346
	Iteration 6Q: 3 clusters Score -3900513 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -3901230.750000 Penalty: 3137.454346
	Iteration 7Q: 3 clusters Score -3901231 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -3902032.750000 Penalty: 3137.454346
	Iteration 8Q: 3 clusters Score -3902033 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -3902929.500000 Penalty: 3137.454346
	Iteration 9Q: 3 clusters Score -3902930 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -3903876.500000 Penalty: 3137.454346
	Iteration 10Q: 3 clusters Score -3903876 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -3904812.250000 Penalty: 3137.454346
	Iteration 11Q: 3 clusters Score -3904812 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -3905691.000000 Penalty: 3137.454346
	Iteration 12Q: 3 clusters Score -3905691 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -3906451.750000 Penalty: 3137.454346
	Iteration 13Q: 3 clusters Score -3906452 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -3907119.750000 Penalty: 3137.454346
	Iteration 14Q: 3 clusters Score -3907120 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25635 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -3907697.500000 Penalty: 3137.454346
	Iteration 15Q: 3 clusters Score -3907698 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -3908248.000000 Penalty: 3137.454346
	Iteration 16Q: 3 clusters Score -3908248 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27142 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -3908728.000000 Penalty: 3137.454346
	Iteration 17Q: 3 clusters Score -3908728 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -3909219.500000 Penalty: 3137.454346
	Iteration 18Q: 3 clusters Score -3909220 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28604 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -3909710.000000 Penalty: 3137.454346
	Iteration 19Q: 3 clusters Score -3909710 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29351 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -3910205.000000 Penalty: 3137.454346
	Iteration 20F: 3 clusters Score -3910205 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30033 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -3910668.750000 Penalty: 3137.454346
	Iteration 21Q: 3 clusters Score -3910669 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30642 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -3911018.750000 Penalty: 3137.454346
	Iteration 22Q: 3 clusters Score -3911019 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31171 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -3911297.000000 Penalty: 3137.454346
	Iteration 23Q: 3 clusters Score -3911297 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31630 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -3911542.750000 Penalty: 3137.454346
	Iteration 24Q: 3 clusters Score -3911543 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32010 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -3911693.750000 Penalty: 3137.454346
	Iteration 25Q: 3 clusters Score -3911694 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32374 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -3911822.250000 Penalty: 3137.454346
	Iteration 26Q: 3 clusters Score -3911822 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32678 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -3911922.250000 Penalty: 3137.454346
	Iteration 27Q: 3 clusters Score -3911922 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32954 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -3912014.250000 Penalty: 3137.454346
	Iteration 28Q: 3 clusters Score -3912014 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33207 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -3912102.750000 Penalty: 3137.454346
	Iteration 29Q: 3 clusters Score -3912103 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33433 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -3912168.750000 Penalty: 3137.454346
	Iteration 30Q: 3 clusters Score -3912169 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33609 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -3912224.250000 Penalty: 3137.454346
	Iteration 31Q: 3 clusters Score -3912224 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33783 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -3912266.750000 Penalty: 3137.454346
	Iteration 32Q: 3 clusters Score -3912267 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33944 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -3912328.000000 Penalty: 3137.454346
	Iteration 33Q: 3 clusters Score -3912328 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34077 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -3912356.500000 Penalty: 3137.454346
	Iteration 34Q: 3 clusters Score -3912356 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34199 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -3912384.750000 Penalty: 3137.454346
	Iteration 35Q: 3 clusters Score -3912385 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34306 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -3912406.000000 Penalty: 3137.454346
	Iteration 36Q: 3 clusters Score -3912406 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34395 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -3912429.500000 Penalty: 3137.454346
	Iteration 37Q: 3 clusters Score -3912430 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34483 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -3912446.250000 Penalty: 3137.454346
	Iteration 38Q: 3 clusters Score -3912446 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34564 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -3912480.000000 Penalty: 3137.454346
	Iteration 39Q: 3 clusters Score -3912480 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34630 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -3912493.500000 Penalty: 3137.454346
	Iteration 40F: 3 clusters Score -3912494 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34690 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -3912502.250000 Penalty: 3137.454346
	Iteration 41Q: 3 clusters Score -3912502 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34748 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -3912503.250000 Penalty: 3137.454346
	Iteration 42Q: 3 clusters Score -3912503 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34803 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -3912520.000000 Penalty: 3137.454346
	Iteration 43Q: 3 clusters Score -3912520 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34845 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -3912530.500000 Penalty: 3137.454346
	Iteration 44Q: 3 clusters Score -3912530 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34888 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -3912549.500000 Penalty: 3137.454346
	Iteration 45Q: 3 clusters Score -3912550 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34941 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -3912562.500000 Penalty: 3137.454346
	Iteration 46Q: 3 clusters Score -3912562 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34985 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -3912571.500000 Penalty: 3137.454346
	Iteration 47Q: 3 clusters Score -3912572 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35019 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -3912578.750000 Penalty: 3137.454346
	Iteration 48Q: 3 clusters Score -3912579 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35042 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -3912580.250000 Penalty: 3137.454346
	Iteration 49Q: 3 clusters Score -3912580 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35064 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -3912585.750000 Penalty: 3137.454346
	Iteration 50Q: 3 clusters Score -3912586 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35077 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -3912587.250000 Penalty: 3137.454346
	Iteration 51Q: 3 clusters Score -3912587 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35094 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -3912584.000000 Penalty: 3137.454346
	Iteration 52Q: 3 clusters Score -3912584 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35112 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -3912597.500000 Penalty: 3137.454346
	Iteration 53Q: 3 clusters Score -3912598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35127 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -3912595.750000 Penalty: 3137.454346
	Iteration 54Q: 3 clusters Score -3912596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35140 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -3912601.000000 Penalty: 3137.454346
	Iteration 55Q: 3 clusters Score -3912601 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35155 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -3912602.750000 Penalty: 3137.454346
	Iteration 56Q: 3 clusters Score -3912603 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35166 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -3912606.750000 Penalty: 3137.454346
	Iteration 57Q: 3 clusters Score -3912607 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35177 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -3912611.000000 Penalty: 3137.454346
	Iteration 58Q: 3 clusters Score -3912611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35182 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -3912608.250000 Penalty: 3137.454346
	Iteration 59Q: 3 clusters Score -3912608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35187 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -3912605.000000 Penalty: 3137.454346
	Iteration 60F: 3 clusters Score -3912605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35190 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -3912606.500000 Penalty: 3137.454346
	Iteration 61Q: 3 clusters Score -3912606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35192 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -3912608.750000 Penalty: 3137.454346
	Iteration 62Q: 3 clusters Score -3912609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35192 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -3912608.500000 Penalty: 3137.454346
	Iteration 63Q: 3 clusters Score -3912608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35191 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -3912608.750000 Penalty: 3137.454346
	Iteration 64Q: 3 clusters Score -3912609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35191 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -3912608.750000 Penalty: 3137.454346
	Iteration 65F: 3 clusters Score -3912609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Entering Unmasked Estep 
Score: -526435.250000 Penalty: 1268.307617
	Iteration 0F: 2 clusters Score -526435.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -522678.718750 Penalty: 2536.615234
	Iteration 0F: 3 clusters Score -522678.7 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -523730.156250 Penalty: 2536.615234
	Iteration 1F: 3 clusters Score -523730.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -523969.968750 Penalty: 2536.615234
	Iteration 2F: 3 clusters Score -523970 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -524123.500000 Penalty: 2536.615234
	Iteration 3F: 3 clusters Score -524123.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -524206.125000 Penalty: 2536.615234
	Iteration 4Q: 3 clusters Score -524206.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -524268.937500 Penalty: 2536.615234
	Iteration 5Q: 3 clusters Score -524268.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -524335.875000 Penalty: 2536.615234
	Iteration 6Q: 3 clusters Score -524335.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -524401.000000 Penalty: 2536.615234
	Iteration 7Q: 3 clusters Score -524401 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -524457.750000 Penalty: 2536.615234
	Iteration 8Q: 3 clusters Score -524457.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -524515.937500 Penalty: 2536.615234
	Iteration 9Q: 3 clusters Score -524515.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -524572.062500 Penalty: 2536.615234
	Iteration 10Q: 3 clusters Score -524572.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -524624.687500 Penalty: 2536.615234
	Iteration 11Q: 3 clusters Score -524624.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -524673.875000 Penalty: 2536.615234
	Iteration 12Q: 3 clusters Score -524673.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -524716.875000 Penalty: 2536.615234
	Iteration 13Q: 3 clusters Score -524716.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -524763.500000 Penalty: 2536.615234
	Iteration 14Q: 3 clusters Score -524763.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -524806.687500 Penalty: 2536.615234
	Iteration 15Q: 3 clusters Score -524806.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -524849.312500 Penalty: 2536.615234
	Iteration 16Q: 3 clusters Score -524849.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -524896.562500 Penalty: 2536.615234
	Iteration 17Q: 3 clusters Score -524896.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -524938.687500 Penalty: 2536.615234
	Iteration 18Q: 3 clusters Score -524938.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -524979.625000 Penalty: 2536.615234
	Iteration 19Q: 3 clusters Score -524979.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -525024.437500 Penalty: 2536.615234
	Iteration 20F: 3 clusters Score -525024.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -525076.687500 Penalty: 2536.615234
	Iteration 21Q: 3 clusters Score -525076.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -525122.812500 Penalty: 2536.615234
	Iteration 22Q: 3 clusters Score -525122.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -525157.500000 Penalty: 2536.615234
	Iteration 23Q: 3 clusters Score -525157.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -525189.312500 Penalty: 2536.615234
	Iteration 24Q: 3 clusters Score -525189.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -525226.250000 Penalty: 2536.615234
	Iteration 25Q: 3 clusters Score -525226.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -525250.687500 Penalty: 2536.615234
	Iteration 26Q: 3 clusters Score -525250.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -525268.187500 Penalty: 2536.615234
	Iteration 27Q: 3 clusters Score -525268.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -525283.187500 Penalty: 2536.615234
	Iteration 28Q: 3 clusters Score -525283.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -525292.125000 Penalty: 2536.615234
	Iteration 29Q: 3 clusters Score -525292.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -525299.125000 Penalty: 2536.615234
	Iteration 30Q: 3 clusters Score -525299.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -525306.937500 Penalty: 2536.615234
	Iteration 31Q: 3 clusters Score -525306.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -525316.375000 Penalty: 2536.615234
	Iteration 32Q: 3 clusters Score -525316.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -525327.187500 Penalty: 2536.615234
	Iteration 33Q: 3 clusters Score -525327.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -525333.875000 Penalty: 2536.615234
	Iteration 34Q: 3 clusters Score -525333.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -525343.000000 Penalty: 2536.615234
	Iteration 35Q: 3 clusters Score -525343 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -525354.250000 Penalty: 2536.615234
	Iteration 36Q: 3 clusters Score -525354.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -525359.437500 Penalty: 2536.615234
	Iteration 37Q: 3 clusters Score -525359.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -525365.187500 Penalty: 2536.615234
	Iteration 38Q: 3 clusters Score -525365.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -525369.562500 Penalty: 2536.615234
	Iteration 39Q: 3 clusters Score -525369.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -525373.500000 Penalty: 2536.615234
	Iteration 40F: 3 clusters Score -525373.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -525382.562500 Penalty: 2536.615234
	Iteration 41Q: 3 clusters Score -525382.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -525387.000000 Penalty: 2536.615234
	Iteration 42Q: 3 clusters Score -525387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -525396.000000 Penalty: 2536.615234
	Iteration 43Q: 3 clusters Score -525396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -525398.500000 Penalty: 2536.615234
	Iteration 44Q: 3 clusters Score -525398.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -525403.000000 Penalty: 2536.615234
	Iteration 45Q: 3 clusters Score -525403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -525409.687500 Penalty: 2536.615234
	Iteration 46Q: 3 clusters Score -525409.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -525415.062500 Penalty: 2536.615234
	Iteration 47Q: 3 clusters Score -525415.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -525417.750000 Penalty: 2536.615234
	Iteration 48Q: 3 clusters Score -525417.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -525419.062500 Penalty: 2536.615234
	Iteration 49Q: 3 clusters Score -525419.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -525421.312500 Penalty: 2536.615234
	Iteration 50Q: 3 clusters Score -525421.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -525421.750000 Penalty: 2536.615234
	Iteration 51Q: 3 clusters Score -525421.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -525423.062500 Penalty: 2536.615234
	Iteration 52Q: 3 clusters Score -525423.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -525424.500000 Penalty: 2536.615234
	Iteration 53Q: 3 clusters Score -525424.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -525426.312500 Penalty: 2536.615234
	Iteration 54Q: 3 clusters Score -525426.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -525431.187500 Penalty: 2536.615234
	Iteration 55Q: 3 clusters Score -525431.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -525435.125000 Penalty: 2536.615234
	Iteration 56Q: 3 clusters Score -525435.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -525435.125000 Penalty: 2536.615234
	Iteration 57F: 3 clusters Score -525435.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Entering Unmasked Estep 
Score: -1215060.625000 Penalty: 1392.120972
	Iteration 0F: 2 clusters Score -1215061 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1207423.625000 Penalty: 2784.241943
	Iteration 0F: 3 clusters Score -1207424 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1210063.500000 Penalty: 2784.241943
	Iteration 1F: 3 clusters Score -1210064 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1210455.000000 Penalty: 2784.241943
	Iteration 2F: 3 clusters Score -1210455 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1210835.625000 Penalty: 2784.241943
	Iteration 3F: 3 clusters Score -1210836 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1211240.750000 Penalty: 2784.241943
	Iteration 4F: 3 clusters Score -1211241 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1211666.375000 Penalty: 2784.241943
	Iteration 5F: 3 clusters Score -1211666 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1212038.125000 Penalty: 2784.241943
	Iteration 6F: 3 clusters Score -1212038 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1212367.375000 Penalty: 2784.241943
	Iteration 7Q: 3 clusters Score -1212367 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1212643.375000 Penalty: 2784.241943
	Iteration 8Q: 3 clusters Score -1212643 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1212876.625000 Penalty: 2784.241943
	Iteration 9Q: 3 clusters Score -1212877 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1213084.250000 Penalty: 2784.241943
	Iteration 10Q: 3 clusters Score -1213084 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1213246.375000 Penalty: 2784.241943
	Iteration 11Q: 3 clusters Score -1213246 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1213365.750000 Penalty: 2784.241943
	Iteration 12Q: 3 clusters Score -1213366 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1213468.625000 Penalty: 2784.241943
	Iteration 13Q: 3 clusters Score -1213469 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1213557.125000 Penalty: 2784.241943
	Iteration 14Q: 3 clusters Score -1213557 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1213639.375000 Penalty: 2784.241943
	Iteration 15Q: 3 clusters Score -1213639 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1213705.375000 Penalty: 2784.241943
	Iteration 16Q: 3 clusters Score -1213705 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1213771.375000 Penalty: 2784.241943
	Iteration 17Q: 3 clusters Score -1213771 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1213821.750000 Penalty: 2784.241943
	Iteration 18Q: 3 clusters Score -1213822 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1213874.875000 Penalty: 2784.241943
	Iteration 19Q: 3 clusters Score -1213875 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1213919.750000 Penalty: 2784.241943
	Iteration 20F: 3 clusters Score -1213920 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1213952.625000 Penalty: 2784.241943
	Iteration 21Q: 3 clusters Score -1213953 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1213970.625000 Penalty: 2784.241943
	Iteration 22Q: 3 clusters Score -1213971 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1213983.750000 Penalty: 2784.241943
	Iteration 23Q: 3 clusters Score -1213984 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1214004.125000 Penalty: 2784.241943
	Iteration 24Q: 3 clusters Score -1214004 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1214018.000000 Penalty: 2784.241943
	Iteration 25Q: 3 clusters Score -1214018 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1214023.250000 Penalty: 2784.241943
	Iteration 26Q: 3 clusters Score -1214023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1214032.000000 Penalty: 2784.241943
	Iteration 27Q: 3 clusters Score -1214032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1214036.375000 Penalty: 2784.241943
	Iteration 28Q: 3 clusters Score -1214036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1214038.125000 Penalty: 2784.241943
	Iteration 29Q: 3 clusters Score -1214038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1214039.000000 Penalty: 2784.241943
	Iteration 30Q: 3 clusters Score -1214039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1214041.125000 Penalty: 2784.241943
	Iteration 31Q: 3 clusters Score -1214041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1214042.750000 Penalty: 2784.241943
	Iteration 32Q: 3 clusters Score -1214043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1214044.875000 Penalty: 2784.241943
	Iteration 33Q: 3 clusters Score -1214045 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1214050.750000 Penalty: 2784.241943
	Iteration 34Q: 3 clusters Score -1214051 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1214066.000000 Penalty: 2784.241943
	Iteration 35Q: 3 clusters Score -1214066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1214070.000000 Penalty: 2784.241943
	Iteration 36Q: 3 clusters Score -1214070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1214081.125000 Penalty: 2784.241943
	Iteration 37Q: 3 clusters Score -1214081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1214079.875000 Penalty: 2784.241943
	Iteration 38Q: 3 clusters Score -1214080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1214086.250000 Penalty: 2784.241943
	Iteration 39Q: 3 clusters Score -1214086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1214087.625000 Penalty: 2784.241943
	Iteration 40F: 3 clusters Score -1214088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1214087.000000 Penalty: 2784.241943
	Iteration 41Q: 3 clusters Score -1214087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1214086.000000 Penalty: 2784.241943
	Iteration 42Q: 3 clusters Score -1214086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1214086.000000 Penalty: 2784.241943
	Iteration 43F: 3 clusters Score -1214086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (49461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49461 members 
Entering Unmasked Estep 
Score: -4944817.000000 Penalty: 1608.370239
	Iteration 0F: 2 clusters Score -4944817 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24812 members 
Mstep: Class 2 contains 24649 members 
Entering Unmasked Estep 
Score: -4912509.000000 Penalty: 3216.740479
	Iteration 0F: 3 clusters Score -4912509 nChanged 22841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 23726 members 
Entering Unmasked Estep 
Score: -4925141.000000 Penalty: 3216.740479
	Iteration 1F: 3 clusters Score -4925141 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -4925723.500000 Penalty: 3216.740479
	Iteration 2Q: 3 clusters Score -4925724 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26929 members 
Mstep: Class 2 contains 22532 members 
Entering Unmasked Estep 
Score: -4926296.500000 Penalty: 3216.740479
	Iteration 3Q: 3 clusters Score -4926296 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27897 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -4926913.000000 Penalty: 3216.740479
	Iteration 4Q: 3 clusters Score -4926913 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29276 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -4927733.000000 Penalty: 3216.740479
	Iteration 5Q: 3 clusters Score -4927733 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31172 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -4928861.000000 Penalty: 3216.740479
	Iteration 6Q: 3 clusters Score -4928861 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33539 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -4930344.500000 Penalty: 3216.740479
	Iteration 7F: 3 clusters Score -4930344 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36586 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -4932517.000000 Penalty: 3216.740479
	Iteration 8F: 3 clusters Score -4932517 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39992 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -4935316.500000 Penalty: 3216.740479
	Iteration 9F: 3 clusters Score -4935316 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43256 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -4938241.500000 Penalty: 3216.740479
	Iteration 10F: 3 clusters Score -4938242 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45945 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -4940795.000000 Penalty: 3216.740479
	Iteration 11F: 3 clusters Score -4940795 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47615 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -4942380.500000 Penalty: 3216.740479
	Iteration 12Q: 3 clusters Score -4942380 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48424 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -4943183.000000 Penalty: 3216.740479
	Iteration 13Q: 3 clusters Score -4943183 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48743 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -4943597.000000 Penalty: 3216.740479
	Iteration 14Q: 3 clusters Score -4943597 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48848 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -4943768.500000 Penalty: 3216.740479
	Iteration 15Q: 3 clusters Score -4943768 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48894 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -4943866.000000 Penalty: 3216.740479
	Iteration 16Q: 3 clusters Score -4943866 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48907 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -4943905.500000 Penalty: 3216.740479
	Iteration 17Q: 3 clusters Score -4943906 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48919 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -4943947.500000 Penalty: 3216.740479
	Iteration 18Q: 3 clusters Score -4943948 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48919 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -4943971.000000 Penalty: 3216.740479
	Iteration 19Q: 3 clusters Score -4943971 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48928 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -4943992.000000 Penalty: 3216.740479
	Iteration 20F: 3 clusters Score -4943992 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48931 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -4944005.500000 Penalty: 3216.740479
	Iteration 21Q: 3 clusters Score -4944006 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48925 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -4944023.500000 Penalty: 3216.740479
	Iteration 22Q: 3 clusters Score -4944024 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48922 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -4944036.000000 Penalty: 3216.740479
	Iteration 23Q: 3 clusters Score -4944036 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48917 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -4944046.500000 Penalty: 3216.740479
	Iteration 24Q: 3 clusters Score -4944046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48909 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -4944053.500000 Penalty: 3216.740479
	Iteration 25Q: 3 clusters Score -4944054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48908 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -4944055.000000 Penalty: 3216.740479
	Iteration 26Q: 3 clusters Score -4944055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48908 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -4944058.500000 Penalty: 3216.740479
	Iteration 27Q: 3 clusters Score -4944058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48908 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -4944051.000000 Penalty: 3216.740479
	Iteration 28Q: 3 clusters Score -4944051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48907 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -4944053.000000 Penalty: 3216.740479
	Iteration 29Q: 3 clusters Score -4944053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48908 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -4944057.500000 Penalty: 3216.740479
	Iteration 30Q: 3 clusters Score -4944058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48909 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -4944060.000000 Penalty: 3216.740479
	Iteration 31Q: 3 clusters Score -4944060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48908 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -4944065.000000 Penalty: 3216.740479
	Iteration 32Q: 3 clusters Score -4944065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48906 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -4944065.000000 Penalty: 3216.740479
	Iteration 33Q: 3 clusters Score -4944065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48905 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -4944063.500000 Penalty: 3216.740479
	Iteration 34Q: 3 clusters Score -4944064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48905 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -4944063.500000 Penalty: 3216.740479
	Iteration 35F: 3 clusters Score -4944064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (39933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39933 members 
Entering Unmasked Estep 
Score: -4139637.500000 Penalty: 1576.529785
	Iteration 0F: 2 clusters Score -4139638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -4113752.500000 Penalty: 3153.059570
	Iteration 0F: 3 clusters Score -4113752 nChanged 18173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -4123988.000000 Penalty: 3153.059570
	Iteration 1F: 3 clusters Score -4123988 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 22109 members 
Entering Unmasked Estep 
Score: -4124908.000000 Penalty: 3153.059570
	Iteration 2F: 3 clusters Score -4124908 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -4126095.750000 Penalty: 3153.059570
	Iteration 3F: 3 clusters Score -4126096 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 24758 members 
Entering Unmasked Estep 
Score: -4127597.000000 Penalty: 3153.059570
	Iteration 4F: 3 clusters Score -4127597 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 26639 members 
Entering Unmasked Estep 
Score: -4129404.250000 Penalty: 3153.059570
	Iteration 5F: 3 clusters Score -4129404 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 28506 members 
Entering Unmasked Estep 
Score: -4131060.500000 Penalty: 3153.059570
	Iteration 6F: 3 clusters Score -4131060 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 30264 members 
Entering Unmasked Estep 
Score: -4132451.750000 Penalty: 3153.059570
	Iteration 7F: 3 clusters Score -4132452 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 31797 members 
Entering Unmasked Estep 
Score: -4133503.750000 Penalty: 3153.059570
	Iteration 8Q: 3 clusters Score -4133504 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 33145 members 
Entering Unmasked Estep 
Score: -4134367.000000 Penalty: 3153.059570
	Iteration 9Q: 3 clusters Score -4134367 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 34299 members 
Entering Unmasked Estep 
Score: -4135084.750000 Penalty: 3153.059570
	Iteration 10Q: 3 clusters Score -4135085 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 35353 members 
Entering Unmasked Estep 
Score: -4135740.250000 Penalty: 3153.059570
	Iteration 11Q: 3 clusters Score -4135740 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 36263 members 
Entering Unmasked Estep 
Score: -4136328.000000 Penalty: 3153.059570
	Iteration 12Q: 3 clusters Score -4136328 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 36999 members 
Entering Unmasked Estep 
Score: -4136839.500000 Penalty: 3153.059570
	Iteration 13Q: 3 clusters Score -4136840 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 37562 members 
Entering Unmasked Estep 
Score: -4137198.000000 Penalty: 3153.059570
	Iteration 14Q: 3 clusters Score -4137198 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 38010 members 
Entering Unmasked Estep 
Score: -4137539.000000 Penalty: 3153.059570
	Iteration 15Q: 3 clusters Score -4137539 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 38340 members 
Entering Unmasked Estep 
Score: -4137734.500000 Penalty: 3153.059570
	Iteration 16Q: 3 clusters Score -4137734 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 38565 members 
Entering Unmasked Estep 
Score: -4137874.250000 Penalty: 3153.059570
	Iteration 17Q: 3 clusters Score -4137874 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 38739 members 
Entering Unmasked Estep 
Score: -4137971.750000 Penalty: 3153.059570
	Iteration 18Q: 3 clusters Score -4137972 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 38874 members 
Entering Unmasked Estep 
Score: -4138069.250000 Penalty: 3153.059570
	Iteration 19Q: 3 clusters Score -4138069 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 38976 members 
Entering Unmasked Estep 
Score: -4138128.250000 Penalty: 3153.059570
	Iteration 20F: 3 clusters Score -4138128 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39058 members 
Entering Unmasked Estep 
Score: -4138181.250000 Penalty: 3153.059570
	Iteration 21Q: 3 clusters Score -4138181 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 39123 members 
Entering Unmasked Estep 
Score: -4138228.250000 Penalty: 3153.059570
	Iteration 22Q: 3 clusters Score -4138228 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 39166 members 
Entering Unmasked Estep 
Score: -4138257.500000 Penalty: 3153.059570
	Iteration 23Q: 3 clusters Score -4138258 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 39206 members 
Entering Unmasked Estep 
Score: -4138292.500000 Penalty: 3153.059570
	Iteration 24Q: 3 clusters Score -4138292 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 39236 members 
Entering Unmasked Estep 
Score: -4138309.250000 Penalty: 3153.059570
	Iteration 25Q: 3 clusters Score -4138309 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 39258 members 
Entering Unmasked Estep 
Score: -4138315.250000 Penalty: 3153.059570
	Iteration 26Q: 3 clusters Score -4138315 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 39275 members 
Entering Unmasked Estep 
Score: -4138328.250000 Penalty: 3153.059570
	Iteration 27Q: 3 clusters Score -4138328 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 39292 members 
Entering Unmasked Estep 
Score: -4138340.000000 Penalty: 3153.059570
	Iteration 28Q: 3 clusters Score -4138340 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 39312 members 
Entering Unmasked Estep 
Score: -4138360.250000 Penalty: 3153.059570
	Iteration 29Q: 3 clusters Score -4138360 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 39328 members 
Entering Unmasked Estep 
Score: -4138362.000000 Penalty: 3153.059570
	Iteration 30Q: 3 clusters Score -4138362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 39336 members 
Entering Unmasked Estep 
Score: -4138369.000000 Penalty: 3153.059570
	Iteration 31Q: 3 clusters Score -4138369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 39343 members 
Entering Unmasked Estep 
Score: -4138369.000000 Penalty: 3153.059570
	Iteration 32Q: 3 clusters Score -4138369 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 39350 members 
Entering Unmasked Estep 
Score: -4138372.750000 Penalty: 3153.059570
	Iteration 33Q: 3 clusters Score -4138373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 39356 members 
Entering Unmasked Estep 
Score: -4138377.500000 Penalty: 3153.059570
	Iteration 34Q: 3 clusters Score -4138378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 39358 members 
Entering Unmasked Estep 
Score: -4138381.500000 Penalty: 3153.059570
	Iteration 35Q: 3 clusters Score -4138382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 39361 members 
Entering Unmasked Estep 
Score: -4138388.250000 Penalty: 3153.059570
	Iteration 36Q: 3 clusters Score -4138388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 39361 members 
Entering Unmasked Estep 
Score: -4138385.500000 Penalty: 3153.059570
	Iteration 37Q: 3 clusters Score -4138386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 39363 members 
Entering Unmasked Estep 
Score: -4138389.000000 Penalty: 3153.059570
	Iteration 38Q: 3 clusters Score -4138389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 39366 members 
Entering Unmasked Estep 
Score: -4138385.000000 Penalty: 3153.059570
	Iteration 39Q: 3 clusters Score -4138385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 39372 members 
Entering Unmasked Estep 
Score: -4138384.250000 Penalty: 3153.059570
	Iteration 40F: 3 clusters Score -4138384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 39379 members 
Entering Unmasked Estep 
Score: -4138392.000000 Penalty: 3153.059570
	Iteration 41Q: 3 clusters Score -4138392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 39390 members 
Entering Unmasked Estep 
Score: -4138402.750000 Penalty: 3153.059570
	Iteration 42Q: 3 clusters Score -4138403 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 39398 members 
Entering Unmasked Estep 
Score: -4138407.250000 Penalty: 3153.059570
	Iteration 43Q: 3 clusters Score -4138407 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 39407 members 
Entering Unmasked Estep 
Score: -4138415.500000 Penalty: 3153.059570
	Iteration 44Q: 3 clusters Score -4138416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 39413 members 
Entering Unmasked Estep 
Score: -4138425.500000 Penalty: 3153.059570
	Iteration 45Q: 3 clusters Score -4138426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 39418 members 
Entering Unmasked Estep 
Score: -4138428.500000 Penalty: 3153.059570
	Iteration 46Q: 3 clusters Score -4138428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 39419 members 
Entering Unmasked Estep 
Score: -4138433.250000 Penalty: 3153.059570
	Iteration 47Q: 3 clusters Score -4138433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 39420 members 
Entering Unmasked Estep 
Score: -4138431.500000 Penalty: 3153.059570
	Iteration 48Q: 3 clusters Score -4138432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 39421 members 
Entering Unmasked Estep 
Score: -4138431.750000 Penalty: 3153.059570
	Iteration 49Q: 3 clusters Score -4138432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 39421 members 
Entering Unmasked Estep 
Score: -4138431.750000 Penalty: 3153.059570
	Iteration 50F: 3 clusters Score -4138432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (29570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29570 members 
Entering Unmasked Estep 
Score: -2809821.250000 Penalty: 1531.823975
	Iteration 0F: 2 clusters Score -2809821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -2790557.250000 Penalty: 3063.647949
	Iteration 0F: 3 clusters Score -2790557 nChanged 13299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -2797903.750000 Penalty: 3063.647949
	Iteration 1F: 3 clusters Score -2797904 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -2798421.500000 Penalty: 3063.647949
	Iteration 2F: 3 clusters Score -2798422 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -2798923.000000 Penalty: 3063.647949
	Iteration 3Q: 3 clusters Score -2798923 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -2799441.500000 Penalty: 3063.647949
	Iteration 4Q: 3 clusters Score -2799442 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -2800042.750000 Penalty: 3063.647949
	Iteration 5Q: 3 clusters Score -2800043 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -2800812.250000 Penalty: 3063.647949
	Iteration 6Q: 3 clusters Score -2800812 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -2801839.750000 Penalty: 3063.647949
	Iteration 7F: 3 clusters Score -2801840 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 22563 members 
Entering Unmasked Estep 
Score: -2803139.000000 Penalty: 3063.647949
	Iteration 8F: 3 clusters Score -2803139 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 24303 members 
Entering Unmasked Estep 
Score: -2804610.000000 Penalty: 3063.647949
	Iteration 9F: 3 clusters Score -2804610 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 25898 members 
Entering Unmasked Estep 
Score: -2806017.000000 Penalty: 3063.647949
	Iteration 10F: 3 clusters Score -2806017 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 27062 members 
Entering Unmasked Estep 
Score: -2807009.000000 Penalty: 3063.647949
	Iteration 11Q: 3 clusters Score -2807009 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 27835 members 
Entering Unmasked Estep 
Score: -2807643.750000 Penalty: 3063.647949
	Iteration 12Q: 3 clusters Score -2807644 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 28300 members 
Entering Unmasked Estep 
Score: -2808045.250000 Penalty: 3063.647949
	Iteration 13Q: 3 clusters Score -2808045 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 28556 members 
Entering Unmasked Estep 
Score: -2808267.750000 Penalty: 3063.647949
	Iteration 14Q: 3 clusters Score -2808268 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 28697 members 
Entering Unmasked Estep 
Score: -2808400.500000 Penalty: 3063.647949
	Iteration 15Q: 3 clusters Score -2808400 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 28792 members 
Entering Unmasked Estep 
Score: -2808484.750000 Penalty: 3063.647949
	Iteration 16Q: 3 clusters Score -2808485 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 28872 members 
Entering Unmasked Estep 
Score: -2808558.250000 Penalty: 3063.647949
	Iteration 17Q: 3 clusters Score -2808558 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 28932 members 
Entering Unmasked Estep 
Score: -2808630.750000 Penalty: 3063.647949
	Iteration 18Q: 3 clusters Score -2808631 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 28976 members 
Entering Unmasked Estep 
Score: -2808673.000000 Penalty: 3063.647949
	Iteration 19Q: 3 clusters Score -2808673 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 28993 members 
Entering Unmasked Estep 
Score: -2808699.750000 Penalty: 3063.647949
	Iteration 20F: 3 clusters Score -2808700 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 29006 members 
Entering Unmasked Estep 
Score: -2808717.500000 Penalty: 3063.647949
	Iteration 21Q: 3 clusters Score -2808718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 29015 members 
Entering Unmasked Estep 
Score: -2808728.500000 Penalty: 3063.647949
	Iteration 22Q: 3 clusters Score -2808728 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 29024 members 
Entering Unmasked Estep 
Score: -2808743.000000 Penalty: 3063.647949
	Iteration 23Q: 3 clusters Score -2808743 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 29033 members 
Entering Unmasked Estep 
Score: -2808748.250000 Penalty: 3063.647949
	Iteration 24Q: 3 clusters Score -2808748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 29038 members 
Entering Unmasked Estep 
Score: -2808752.750000 Penalty: 3063.647949
	Iteration 25Q: 3 clusters Score -2808753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 29042 members 
Entering Unmasked Estep 
Score: -2808758.750000 Penalty: 3063.647949
	Iteration 26Q: 3 clusters Score -2808759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 29047 members 
Entering Unmasked Estep 
Score: -2808766.250000 Penalty: 3063.647949
	Iteration 27Q: 3 clusters Score -2808766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 29048 members 
Entering Unmasked Estep 
Score: -2808769.250000 Penalty: 3063.647949
	Iteration 28Q: 3 clusters Score -2808769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 29050 members 
Entering Unmasked Estep 
Score: -2808770.000000 Penalty: 3063.647949
	Iteration 29Q: 3 clusters Score -2808770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 29049 members 
Entering Unmasked Estep 
Score: -2808773.250000 Penalty: 3063.647949
	Iteration 30Q: 3 clusters Score -2808773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 29049 members 
Entering Unmasked Estep 
Score: -2808773.000000 Penalty: 3063.647949
	Iteration 31Q: 3 clusters Score -2808773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 29049 members 
Entering Unmasked Estep 
Score: -2808773.000000 Penalty: 3063.647949
	Iteration 32F: 3 clusters Score -2808773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Entering Unmasked Estep 
Score: -1297003.750000 Penalty: 1412.024292
	Iteration 0F: 2 clusters Score -1297004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1288304.375000 Penalty: 2824.048584
	Iteration 0F: 3 clusters Score -1288304 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1291317.625000 Penalty: 2824.048584
	Iteration 1F: 3 clusters Score -1291318 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1291692.500000 Penalty: 2824.048584
	Iteration 2F: 3 clusters Score -1291692 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1291982.625000 Penalty: 2824.048584
	Iteration 3F: 3 clusters Score -1291983 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1292238.125000 Penalty: 2824.048584
	Iteration 4Q: 3 clusters Score -1292238 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1292494.250000 Penalty: 2824.048584
	Iteration 5Q: 3 clusters Score -1292494 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1292771.625000 Penalty: 2824.048584
	Iteration 6Q: 3 clusters Score -1292772 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1293070.250000 Penalty: 2824.048584
	Iteration 7Q: 3 clusters Score -1293070 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1293381.625000 Penalty: 2824.048584
	Iteration 8Q: 3 clusters Score -1293382 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1293722.375000 Penalty: 2824.048584
	Iteration 9Q: 3 clusters Score -1293722 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1294063.875000 Penalty: 2824.048584
	Iteration 10Q: 3 clusters Score -1294064 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1294410.500000 Penalty: 2824.048584
	Iteration 11Q: 3 clusters Score -1294410 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1294728.750000 Penalty: 2824.048584
	Iteration 12Q: 3 clusters Score -1294729 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1295001.625000 Penalty: 2824.048584
	Iteration 13Q: 3 clusters Score -1295002 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1295188.875000 Penalty: 2824.048584
	Iteration 14Q: 3 clusters Score -1295189 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1295328.375000 Penalty: 2824.048584
	Iteration 15Q: 3 clusters Score -1295328 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1295431.250000 Penalty: 2824.048584
	Iteration 16Q: 3 clusters Score -1295431 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1295484.250000 Penalty: 2824.048584
	Iteration 17Q: 3 clusters Score -1295484 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1295531.250000 Penalty: 2824.048584
	Iteration 18Q: 3 clusters Score -1295531 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1295576.000000 Penalty: 2824.048584
	Iteration 19Q: 3 clusters Score -1295576 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1295614.000000 Penalty: 2824.048584
	Iteration 20F: 3 clusters Score -1295614 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1295637.750000 Penalty: 2824.048584
	Iteration 21Q: 3 clusters Score -1295638 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1295663.125000 Penalty: 2824.048584
	Iteration 22Q: 3 clusters Score -1295663 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1295682.250000 Penalty: 2824.048584
	Iteration 23Q: 3 clusters Score -1295682 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1295703.125000 Penalty: 2824.048584
	Iteration 24Q: 3 clusters Score -1295703 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1295712.625000 Penalty: 2824.048584
	Iteration 25Q: 3 clusters Score -1295713 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1295723.625000 Penalty: 2824.048584
	Iteration 26Q: 3 clusters Score -1295724 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1295735.000000 Penalty: 2824.048584
	Iteration 27Q: 3 clusters Score -1295735 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1295737.375000 Penalty: 2824.048584
	Iteration 28Q: 3 clusters Score -1295737 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1295744.125000 Penalty: 2824.048584
	Iteration 29Q: 3 clusters Score -1295744 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1295751.625000 Penalty: 2824.048584
	Iteration 30Q: 3 clusters Score -1295752 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1295752.125000 Penalty: 2824.048584
	Iteration 31Q: 3 clusters Score -1295752 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1295755.375000 Penalty: 2824.048584
	Iteration 32Q: 3 clusters Score -1295755 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1295760.000000 Penalty: 2824.048584
	Iteration 33Q: 3 clusters Score -1295760 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1295759.625000 Penalty: 2824.048584
	Iteration 34Q: 3 clusters Score -1295760 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1295765.250000 Penalty: 2824.048584
	Iteration 35Q: 3 clusters Score -1295765 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1295771.875000 Penalty: 2824.048584
	Iteration 36Q: 3 clusters Score -1295772 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1295773.250000 Penalty: 2824.048584
	Iteration 37Q: 3 clusters Score -1295773 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1295782.750000 Penalty: 2824.048584
	Iteration 38Q: 3 clusters Score -1295783 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1295785.750000 Penalty: 2824.048584
	Iteration 39Q: 3 clusters Score -1295786 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1295789.125000 Penalty: 2824.048584
	Iteration 40F: 3 clusters Score -1295789 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1295794.250000 Penalty: 2824.048584
	Iteration 41Q: 3 clusters Score -1295794 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1295799.875000 Penalty: 2824.048584
	Iteration 42Q: 3 clusters Score -1295800 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1295803.500000 Penalty: 2824.048584
	Iteration 43Q: 3 clusters Score -1295804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1295805.375000 Penalty: 2824.048584
	Iteration 44Q: 3 clusters Score -1295805 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1295810.375000 Penalty: 2824.048584
	Iteration 45Q: 3 clusters Score -1295810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1295812.375000 Penalty: 2824.048584
	Iteration 46Q: 3 clusters Score -1295812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1295810.500000 Penalty: 2824.048584
	Iteration 47Q: 3 clusters Score -1295810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1295810.000000 Penalty: 2824.048584
	Iteration 48Q: 3 clusters Score -1295810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1295814.375000 Penalty: 2824.048584
	Iteration 49Q: 3 clusters Score -1295814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1295814.875000 Penalty: 2824.048584
	Iteration 50Q: 3 clusters Score -1295815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1295814.250000 Penalty: 2824.048584
	Iteration 51Q: 3 clusters Score -1295814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1295815.250000 Penalty: 2824.048584
	Iteration 52Q: 3 clusters Score -1295815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1295817.750000 Penalty: 2824.048584
	Iteration 53Q: 3 clusters Score -1295818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1295819.625000 Penalty: 2824.048584
	Iteration 54Q: 3 clusters Score -1295820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1295821.250000 Penalty: 2824.048584
	Iteration 55Q: 3 clusters Score -1295821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1295821.125000 Penalty: 2824.048584
	Iteration 56Q: 3 clusters Score -1295821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1295820.500000 Penalty: 2824.048584
	Iteration 57Q: 3 clusters Score -1295820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1295822.250000 Penalty: 2824.048584
	Iteration 58Q: 3 clusters Score -1295822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1295819.000000 Penalty: 2824.048584
	Iteration 59Q: 3 clusters Score -1295819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1295819.875000 Penalty: 2824.048584
	Iteration 60F: 3 clusters Score -1295820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1295821.500000 Penalty: 2824.048584
	Iteration 61Q: 3 clusters Score -1295822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1295821.375000 Penalty: 2824.048584
	Iteration 62Q: 3 clusters Score -1295821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1295821.875000 Penalty: 2824.048584
	Iteration 63Q: 3 clusters Score -1295822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1295824.125000 Penalty: 2824.048584
	Iteration 64Q: 3 clusters Score -1295824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1295823.750000 Penalty: 2824.048584
	Iteration 65Q: 3 clusters Score -1295824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1295826.125000 Penalty: 2824.048584
	Iteration 66Q: 3 clusters Score -1295826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1295824.750000 Penalty: 2824.048584
	Iteration 67Q: 3 clusters Score -1295825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1295824.750000 Penalty: 2824.048584
	Iteration 68Q: 3 clusters Score -1295825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1295823.000000 Penalty: 2824.048584
	Iteration 69Q: 3 clusters Score -1295823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1295822.875000 Penalty: 2824.048584
	Iteration 70Q: 3 clusters Score -1295823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1295821.875000 Penalty: 2824.048584
	Iteration 71Q: 3 clusters Score -1295822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1295821.875000 Penalty: 2824.048584
	Iteration 72F: 3 clusters Score -1295822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Entering Unmasked Estep 
Score: -147713.078125 Penalty: 1096.408936
	Iteration 0F: 2 clusters Score -147713.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -146093.968750 Penalty: 2192.817871
	Iteration 0F: 3 clusters Score -146094 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -146466.265625 Penalty: 2192.817871
	Iteration 1F: 3 clusters Score -146466.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -146571.625000 Penalty: 2192.817871
	Iteration 2F: 3 clusters Score -146571.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -146622.140625 Penalty: 2192.817871
	Iteration 3Q: 3 clusters Score -146622.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -146657.953125 Penalty: 2192.817871
	Iteration 4Q: 3 clusters Score -146658 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -146673.625000 Penalty: 2192.817871
	Iteration 5Q: 3 clusters Score -146673.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -146687.937500 Penalty: 2192.817871
	Iteration 6Q: 3 clusters Score -146687.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -146698.421875 Penalty: 2192.817871
	Iteration 7Q: 3 clusters Score -146698.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -146708.234375 Penalty: 2192.817871
	Iteration 8Q: 3 clusters Score -146708.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -146709.593750 Penalty: 2192.817871
	Iteration 9Q: 3 clusters Score -146709.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -146710.593750 Penalty: 2192.817871
	Iteration 10Q: 3 clusters Score -146710.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -146711.312500 Penalty: 2192.817871
	Iteration 11Q: 3 clusters Score -146711.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -146711.312500 Penalty: 2192.817871
	Iteration 12F: 3 clusters Score -146711.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Entering Unmasked Estep 
Score: -1253799.125000 Penalty: 1401.821655
	Iteration 0F: 2 clusters Score -1253799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1245622.750000 Penalty: 2803.643311
	Iteration 0F: 3 clusters Score -1245623 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1248314.875000 Penalty: 2803.643311
	Iteration 1F: 3 clusters Score -1248315 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1248634.000000 Penalty: 2803.643311
	Iteration 2F: 3 clusters Score -1248634 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1248869.250000 Penalty: 2803.643311
	Iteration 3Q: 3 clusters Score -1248869 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1249072.875000 Penalty: 2803.643311
	Iteration 4Q: 3 clusters Score -1249073 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1249260.375000 Penalty: 2803.643311
	Iteration 5Q: 3 clusters Score -1249260 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1249448.875000 Penalty: 2803.643311
	Iteration 6Q: 3 clusters Score -1249449 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1249674.500000 Penalty: 2803.643311
	Iteration 7Q: 3 clusters Score -1249674 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1249954.000000 Penalty: 2803.643311
	Iteration 8Q: 3 clusters Score -1249954 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1250290.375000 Penalty: 2803.643311
	Iteration 9Q: 3 clusters Score -1250290 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1250664.750000 Penalty: 2803.643311
	Iteration 10Q: 3 clusters Score -1250665 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1251042.250000 Penalty: 2803.643311
	Iteration 11Q: 3 clusters Score -1251042 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1251406.875000 Penalty: 2803.643311
	Iteration 12Q: 3 clusters Score -1251407 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1251718.000000 Penalty: 2803.643311
	Iteration 13Q: 3 clusters Score -1251718 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1251958.875000 Penalty: 2803.643311
	Iteration 14Q: 3 clusters Score -1251959 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1252112.250000 Penalty: 2803.643311
	Iteration 15Q: 3 clusters Score -1252112 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1252221.375000 Penalty: 2803.643311
	Iteration 16Q: 3 clusters Score -1252221 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1252289.625000 Penalty: 2803.643311
	Iteration 17Q: 3 clusters Score -1252290 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1252346.000000 Penalty: 2803.643311
	Iteration 18Q: 3 clusters Score -1252346 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1252392.750000 Penalty: 2803.643311
	Iteration 19Q: 3 clusters Score -1252393 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1252445.250000 Penalty: 2803.643311
	Iteration 20F: 3 clusters Score -1252445 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1252486.000000 Penalty: 2803.643311
	Iteration 21Q: 3 clusters Score -1252486 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1252515.375000 Penalty: 2803.643311
	Iteration 22Q: 3 clusters Score -1252515 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1252535.625000 Penalty: 2803.643311
	Iteration 23Q: 3 clusters Score -1252536 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1252563.625000 Penalty: 2803.643311
	Iteration 24Q: 3 clusters Score -1252564 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1252579.625000 Penalty: 2803.643311
	Iteration 25Q: 3 clusters Score -1252580 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1252592.625000 Penalty: 2803.643311
	Iteration 26Q: 3 clusters Score -1252593 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1252602.625000 Penalty: 2803.643311
	Iteration 27Q: 3 clusters Score -1252603 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1252622.875000 Penalty: 2803.643311
	Iteration 28Q: 3 clusters Score -1252623 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1252634.500000 Penalty: 2803.643311
	Iteration 29Q: 3 clusters Score -1252634 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1252645.375000 Penalty: 2803.643311
	Iteration 30Q: 3 clusters Score -1252645 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1252647.125000 Penalty: 2803.643311
	Iteration 31Q: 3 clusters Score -1252647 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1252657.500000 Penalty: 2803.643311
	Iteration 32Q: 3 clusters Score -1252658 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1252669.375000 Penalty: 2803.643311
	Iteration 33Q: 3 clusters Score -1252669 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1252671.875000 Penalty: 2803.643311
	Iteration 34Q: 3 clusters Score -1252672 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1252676.500000 Penalty: 2803.643311
	Iteration 35Q: 3 clusters Score -1252676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1252682.375000 Penalty: 2803.643311
	Iteration 36Q: 3 clusters Score -1252682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1252686.125000 Penalty: 2803.643311
	Iteration 37Q: 3 clusters Score -1252686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1252687.875000 Penalty: 2803.643311
	Iteration 38Q: 3 clusters Score -1252688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1252691.875000 Penalty: 2803.643311
	Iteration 39Q: 3 clusters Score -1252692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1252697.500000 Penalty: 2803.643311
	Iteration 40F: 3 clusters Score -1252698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1252697.500000 Penalty: 2803.643311
	Iteration 41Q: 3 clusters Score -1252698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1252701.875000 Penalty: 2803.643311
	Iteration 42Q: 3 clusters Score -1252702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1252700.250000 Penalty: 2803.643311
	Iteration 43Q: 3 clusters Score -1252700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1252701.000000 Penalty: 2803.643311
	Iteration 44Q: 3 clusters Score -1252701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1252702.375000 Penalty: 2803.643311
	Iteration 45Q: 3 clusters Score -1252702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1252704.750000 Penalty: 2803.643311
	Iteration 46Q: 3 clusters Score -1252705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1252701.500000 Penalty: 2803.643311
	Iteration 47Q: 3 clusters Score -1252702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1252704.250000 Penalty: 2803.643311
	Iteration 48Q: 3 clusters Score -1252704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1252703.250000 Penalty: 2803.643311
	Iteration 49Q: 3 clusters Score -1252703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1252703.250000 Penalty: 2803.643311
	Iteration 50F: 3 clusters Score -1252703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Entering Unmasked Estep 
Score: -678379.000000 Penalty: 1305.824707
	Iteration 0F: 2 clusters Score -678379 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -673841.625000 Penalty: 2611.649414
	Iteration 0F: 3 clusters Score -673841.6 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -675260.250000 Penalty: 2611.649414
	Iteration 1F: 3 clusters Score -675260.2 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -675551.562500 Penalty: 2611.649414
	Iteration 2F: 3 clusters Score -675551.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -675764.937500 Penalty: 2611.649414
	Iteration 3F: 3 clusters Score -675764.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -675941.312500 Penalty: 2611.649414
	Iteration 4F: 3 clusters Score -675941.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -676111.687500 Penalty: 2611.649414
	Iteration 5Q: 3 clusters Score -676111.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -676259.000000 Penalty: 2611.649414
	Iteration 6Q: 3 clusters Score -676259 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -676400.375000 Penalty: 2611.649414
	Iteration 7Q: 3 clusters Score -676400.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -676531.125000 Penalty: 2611.649414
	Iteration 8Q: 3 clusters Score -676531.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -676650.875000 Penalty: 2611.649414
	Iteration 9Q: 3 clusters Score -676650.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -676749.437500 Penalty: 2611.649414
	Iteration 10Q: 3 clusters Score -676749.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -676826.187500 Penalty: 2611.649414
	Iteration 11Q: 3 clusters Score -676826.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -676887.125000 Penalty: 2611.649414
	Iteration 12Q: 3 clusters Score -676887.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -676942.250000 Penalty: 2611.649414
	Iteration 13Q: 3 clusters Score -676942.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -676984.312500 Penalty: 2611.649414
	Iteration 14Q: 3 clusters Score -676984.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -677023.937500 Penalty: 2611.649414
	Iteration 15Q: 3 clusters Score -677023.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -677075.000000 Penalty: 2611.649414
	Iteration 16Q: 3 clusters Score -677075 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -677113.937500 Penalty: 2611.649414
	Iteration 17Q: 3 clusters Score -677113.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -677146.437500 Penalty: 2611.649414
	Iteration 18Q: 3 clusters Score -677146.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -677175.875000 Penalty: 2611.649414
	Iteration 19Q: 3 clusters Score -677175.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -677201.250000 Penalty: 2611.649414
	Iteration 20F: 3 clusters Score -677201.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -677217.812500 Penalty: 2611.649414
	Iteration 21Q: 3 clusters Score -677217.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -677229.937500 Penalty: 2611.649414
	Iteration 22Q: 3 clusters Score -677229.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -677243.562500 Penalty: 2611.649414
	Iteration 23Q: 3 clusters Score -677243.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -677257.375000 Penalty: 2611.649414
	Iteration 24Q: 3 clusters Score -677257.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -677269.187500 Penalty: 2611.649414
	Iteration 25Q: 3 clusters Score -677269.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -677279.375000 Penalty: 2611.649414
	Iteration 26Q: 3 clusters Score -677279.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -677292.375000 Penalty: 2611.649414
	Iteration 27Q: 3 clusters Score -677292.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -677300.625000 Penalty: 2611.649414
	Iteration 28Q: 3 clusters Score -677300.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -677311.875000 Penalty: 2611.649414
	Iteration 29Q: 3 clusters Score -677311.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -677325.937500 Penalty: 2611.649414
	Iteration 30Q: 3 clusters Score -677325.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -677332.500000 Penalty: 2611.649414
	Iteration 31Q: 3 clusters Score -677332.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -677337.812500 Penalty: 2611.649414
	Iteration 32Q: 3 clusters Score -677337.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -677340.062500 Penalty: 2611.649414
	Iteration 33Q: 3 clusters Score -677340.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -677344.000000 Penalty: 2611.649414
	Iteration 34Q: 3 clusters Score -677344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -677346.500000 Penalty: 2611.649414
	Iteration 35Q: 3 clusters Score -677346.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -677348.500000 Penalty: 2611.649414
	Iteration 36Q: 3 clusters Score -677348.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -677351.937500 Penalty: 2611.649414
	Iteration 37Q: 3 clusters Score -677351.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -677355.187500 Penalty: 2611.649414
	Iteration 38Q: 3 clusters Score -677355.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -677360.000000 Penalty: 2611.649414
	Iteration 39Q: 3 clusters Score -677360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -677365.812500 Penalty: 2611.649414
	Iteration 40F: 3 clusters Score -677365.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -677374.562500 Penalty: 2611.649414
	Iteration 41Q: 3 clusters Score -677374.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -677376.187500 Penalty: 2611.649414
	Iteration 42Q: 3 clusters Score -677376.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -677379.250000 Penalty: 2611.649414
	Iteration 43Q: 3 clusters Score -677379.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -677378.875000 Penalty: 2611.649414
	Iteration 44Q: 3 clusters Score -677378.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -677379.437500 Penalty: 2611.649414
	Iteration 45Q: 3 clusters Score -677379.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -677381.562500 Penalty: 2611.649414
	Iteration 46Q: 3 clusters Score -677381.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -677382.187500 Penalty: 2611.649414
	Iteration 47Q: 3 clusters Score -677382.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -677383.187500 Penalty: 2611.649414
	Iteration 48Q: 3 clusters Score -677383.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -677383.187500 Penalty: 2611.649414
	Iteration 49F: 3 clusters Score -677383.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Entering Unmasked Estep 
Score: -287368.937500 Penalty: 1179.209717
	Iteration 0F: 2 clusters Score -287368.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -285032.468750 Penalty: 2358.419434
	Iteration 0F: 3 clusters Score -285032.5 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -285631.468750 Penalty: 2358.419434
	Iteration 1F: 3 clusters Score -285631.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -285788.062500 Penalty: 2358.419434
	Iteration 2F: 3 clusters Score -285788.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -285873.093750 Penalty: 2358.419434
	Iteration 3Q: 3 clusters Score -285873.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -285926.500000 Penalty: 2358.419434
	Iteration 4Q: 3 clusters Score -285926.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -285962.093750 Penalty: 2358.419434
	Iteration 5Q: 3 clusters Score -285962.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -285987.687500 Penalty: 2358.419434
	Iteration 6Q: 3 clusters Score -285987.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -286005.781250 Penalty: 2358.419434
	Iteration 7Q: 3 clusters Score -286005.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -286023.093750 Penalty: 2358.419434
	Iteration 8Q: 3 clusters Score -286023.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -286038.218750 Penalty: 2358.419434
	Iteration 9Q: 3 clusters Score -286038.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -286049.312500 Penalty: 2358.419434
	Iteration 10Q: 3 clusters Score -286049.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -286058.468750 Penalty: 2358.419434
	Iteration 11Q: 3 clusters Score -286058.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -286064.812500 Penalty: 2358.419434
	Iteration 12Q: 3 clusters Score -286064.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -286070.437500 Penalty: 2358.419434
	Iteration 13Q: 3 clusters Score -286070.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -286075.093750 Penalty: 2358.419434
	Iteration 14Q: 3 clusters Score -286075.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -286083.406250 Penalty: 2358.419434
	Iteration 15Q: 3 clusters Score -286083.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -286091.000000 Penalty: 2358.419434
	Iteration 16Q: 3 clusters Score -286091 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -286102.218750 Penalty: 2358.419434
	Iteration 17Q: 3 clusters Score -286102.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -286108.468750 Penalty: 2358.419434
	Iteration 18Q: 3 clusters Score -286108.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -286112.687500 Penalty: 2358.419434
	Iteration 19Q: 3 clusters Score -286112.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -286117.250000 Penalty: 2358.419434
	Iteration 20F: 3 clusters Score -286117.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -286118.625000 Penalty: 2358.419434
	Iteration 21Q: 3 clusters Score -286118.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -286123.750000 Penalty: 2358.419434
	Iteration 22Q: 3 clusters Score -286123.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -286132.187500 Penalty: 2358.419434
	Iteration 23Q: 3 clusters Score -286132.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -286140.687500 Penalty: 2358.419434
	Iteration 24Q: 3 clusters Score -286140.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -286145.718750 Penalty: 2358.419434
	Iteration 25Q: 3 clusters Score -286145.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -286147.875000 Penalty: 2358.419434
	Iteration 26Q: 3 clusters Score -286147.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -286148.968750 Penalty: 2358.419434
	Iteration 27Q: 3 clusters Score -286149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -286151.625000 Penalty: 2358.419434
	Iteration 28Q: 3 clusters Score -286151.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -286152.187500 Penalty: 2358.419434
	Iteration 29Q: 3 clusters Score -286152.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -286156.500000 Penalty: 2358.419434
	Iteration 30Q: 3 clusters Score -286156.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -286158.593750 Penalty: 2358.419434
	Iteration 31Q: 3 clusters Score -286158.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -286161.875000 Penalty: 2358.419434
	Iteration 32Q: 3 clusters Score -286161.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -286165.468750 Penalty: 2358.419434
	Iteration 33Q: 3 clusters Score -286165.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -286167.343750 Penalty: 2358.419434
	Iteration 34Q: 3 clusters Score -286167.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -286169.812500 Penalty: 2358.419434
	Iteration 35Q: 3 clusters Score -286169.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -286172.500000 Penalty: 2358.419434
	Iteration 36Q: 3 clusters Score -286172.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -286172.718750 Penalty: 2358.419434
	Iteration 37Q: 3 clusters Score -286172.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -286174.000000 Penalty: 2358.419434
	Iteration 38Q: 3 clusters Score -286174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -286174.656250 Penalty: 2358.419434
	Iteration 39Q: 3 clusters Score -286174.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -286175.875000 Penalty: 2358.419434
	Iteration 40F: 3 clusters Score -286175.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -286178.406250 Penalty: 2358.419434
	Iteration 41Q: 3 clusters Score -286178.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -286179.031250 Penalty: 2358.419434
	Iteration 42Q: 3 clusters Score -286179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -286179.593750 Penalty: 2358.419434
	Iteration 43Q: 3 clusters Score -286179.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -286179.343750 Penalty: 2358.419434
	Iteration 44Q: 3 clusters Score -286179.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -286180.437500 Penalty: 2358.419434
	Iteration 45Q: 3 clusters Score -286180.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -286180.437500 Penalty: 2358.419434
	Iteration 46F: 3 clusters Score -286180.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Entering Unmasked Estep 
Score: -186793.656250 Penalty: 1143.495850
	Iteration 0F: 2 clusters Score -186793.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -184885.812500 Penalty: 2286.991699
	Iteration 0F: 3 clusters Score -184885.8 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -185487.546875 Penalty: 2286.991699
	Iteration 1F: 3 clusters Score -185487.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -185678.578125 Penalty: 2286.991699
	Iteration 2F: 3 clusters Score -185678.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -185820.890625 Penalty: 2286.991699
	Iteration 3F: 3 clusters Score -185820.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -185903.328125 Penalty: 2286.991699
	Iteration 4Q: 3 clusters Score -185903.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -185950.562500 Penalty: 2286.991699
	Iteration 5Q: 3 clusters Score -185950.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -185982.671875 Penalty: 2286.991699
	Iteration 6Q: 3 clusters Score -185982.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -186008.828125 Penalty: 2286.991699
	Iteration 7Q: 3 clusters Score -186008.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -186030.531250 Penalty: 2286.991699
	Iteration 8Q: 3 clusters Score -186030.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -186049.468750 Penalty: 2286.991699
	Iteration 9Q: 3 clusters Score -186049.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -186067.640625 Penalty: 2286.991699
	Iteration 10Q: 3 clusters Score -186067.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -186079.875000 Penalty: 2286.991699
	Iteration 11Q: 3 clusters Score -186079.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -186084.578125 Penalty: 2286.991699
	Iteration 12Q: 3 clusters Score -186084.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -186087.484375 Penalty: 2286.991699
	Iteration 13Q: 3 clusters Score -186087.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -186087.671875 Penalty: 2286.991699
	Iteration 14Q: 3 clusters Score -186087.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -186088.687500 Penalty: 2286.991699
	Iteration 15Q: 3 clusters Score -186088.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -186089.546875 Penalty: 2286.991699
	Iteration 16Q: 3 clusters Score -186089.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -186089.906250 Penalty: 2286.991699
	Iteration 17Q: 3 clusters Score -186089.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -186089.906250 Penalty: 2286.991699
	Iteration 18F: 3 clusters Score -186089.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (33449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33449 members 
Entering Unmasked Estep 
Score: -3481966.750000 Penalty: 1550.165283
	Iteration 0F: 2 clusters Score -3481967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -3459953.500000 Penalty: 3100.330566
	Iteration 0F: 3 clusters Score -3459954 nChanged 15273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -3468254.250000 Penalty: 3100.330566
	Iteration 1F: 3 clusters Score -3468254 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -3468784.500000 Penalty: 3100.330566
	Iteration 2Q: 3 clusters Score -3468784 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -3469256.000000 Penalty: 3100.330566
	Iteration 3Q: 3 clusters Score -3469256 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -3469751.500000 Penalty: 3100.330566
	Iteration 4Q: 3 clusters Score -3469752 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -3470164.500000 Penalty: 3100.330566
	Iteration 5Q: 3 clusters Score -3470164 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -3470671.250000 Penalty: 3100.330566
	Iteration 6Q: 3 clusters Score -3470671 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -3471208.250000 Penalty: 3100.330566
	Iteration 7Q: 3 clusters Score -3471208 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -3471756.250000 Penalty: 3100.330566
	Iteration 8Q: 3 clusters Score -3471756 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -3472374.250000 Penalty: 3100.330566
	Iteration 9Q: 3 clusters Score -3472374 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -3473095.000000 Penalty: 3100.330566
	Iteration 10Q: 3 clusters Score -3473095 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -3473902.000000 Penalty: 3100.330566
	Iteration 11Q: 3 clusters Score -3473902 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -3474660.000000 Penalty: 3100.330566
	Iteration 12Q: 3 clusters Score -3474660 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -3475419.000000 Penalty: 3100.330566
	Iteration 13Q: 3 clusters Score -3475419 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
Score: -3476153.250000 Penalty: 3100.330566
	Iteration 14Q: 3 clusters Score -3476153 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 25183 members 
Entering Unmasked Estep 
Score: -3476831.750000 Penalty: 3100.330566
	Iteration 15Q: 3 clusters Score -3476832 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 25745 members 
Entering Unmasked Estep 
Score: -3477391.500000 Penalty: 3100.330566
	Iteration 16Q: 3 clusters Score -3477392 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 26231 members 
Entering Unmasked Estep 
Score: -3477862.750000 Penalty: 3100.330566
	Iteration 17Q: 3 clusters Score -3477863 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 26660 members 
Entering Unmasked Estep 
Score: -3478235.500000 Penalty: 3100.330566
	Iteration 18Q: 3 clusters Score -3478236 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 27049 members 
Entering Unmasked Estep 
Score: -3478491.500000 Penalty: 3100.330566
	Iteration 19Q: 3 clusters Score -3478492 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 27415 members 
Entering Unmasked Estep 
Score: -3478690.000000 Penalty: 3100.330566
	Iteration 20F: 3 clusters Score -3478690 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 27744 members 
Entering Unmasked Estep 
Score: -3478866.000000 Penalty: 3100.330566
	Iteration 21Q: 3 clusters Score -3478866 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 28035 members 
Entering Unmasked Estep 
Score: -3478993.500000 Penalty: 3100.330566
	Iteration 22Q: 3 clusters Score -3478994 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 28317 members 
Entering Unmasked Estep 
Score: -3479108.500000 Penalty: 3100.330566
	Iteration 23Q: 3 clusters Score -3479108 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 28558 members 
Entering Unmasked Estep 
Score: -3479226.250000 Penalty: 3100.330566
	Iteration 24Q: 3 clusters Score -3479226 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 28800 members 
Entering Unmasked Estep 
Score: -3479312.250000 Penalty: 3100.330566
	Iteration 25Q: 3 clusters Score -3479312 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 29008 members 
Entering Unmasked Estep 
Score: -3479403.500000 Penalty: 3100.330566
	Iteration 26Q: 3 clusters Score -3479404 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 29221 members 
Entering Unmasked Estep 
Score: -3479492.250000 Penalty: 3100.330566
	Iteration 27Q: 3 clusters Score -3479492 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 29427 members 
Entering Unmasked Estep 
Score: -3479576.250000 Penalty: 3100.330566
	Iteration 28Q: 3 clusters Score -3479576 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 29626 members 
Entering Unmasked Estep 
Score: -3479665.500000 Penalty: 3100.330566
	Iteration 29Q: 3 clusters Score -3479666 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 29828 members 
Entering Unmasked Estep 
Score: -3479763.750000 Penalty: 3100.330566
	Iteration 30Q: 3 clusters Score -3479764 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 30033 members 
Entering Unmasked Estep 
Score: -3479835.000000 Penalty: 3100.330566
	Iteration 31Q: 3 clusters Score -3479835 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 30225 members 
Entering Unmasked Estep 
Score: -3479903.750000 Penalty: 3100.330566
	Iteration 32Q: 3 clusters Score -3479904 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 30375 members 
Entering Unmasked Estep 
Score: -3479973.750000 Penalty: 3100.330566
	Iteration 33Q: 3 clusters Score -3479974 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 30499 members 
Entering Unmasked Estep 
Score: -3480024.250000 Penalty: 3100.330566
	Iteration 34Q: 3 clusters Score -3480024 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 30611 members 
Entering Unmasked Estep 
Score: -3480085.750000 Penalty: 3100.330566
	Iteration 35Q: 3 clusters Score -3480086 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 30732 members 
Entering Unmasked Estep 
Score: -3480131.000000 Penalty: 3100.330566
	Iteration 36Q: 3 clusters Score -3480131 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 30856 members 
Entering Unmasked Estep 
Score: -3480176.000000 Penalty: 3100.330566
	Iteration 37Q: 3 clusters Score -3480176 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 30954 members 
Entering Unmasked Estep 
Score: -3480214.250000 Penalty: 3100.330566
	Iteration 38Q: 3 clusters Score -3480214 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 31039 members 
Entering Unmasked Estep 
Score: -3480242.250000 Penalty: 3100.330566
	Iteration 39Q: 3 clusters Score -3480242 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 31122 members 
Entering Unmasked Estep 
Score: -3480268.750000 Penalty: 3100.330566
	Iteration 40F: 3 clusters Score -3480269 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 31195 members 
Entering Unmasked Estep 
Score: -3480288.500000 Penalty: 3100.330566
	Iteration 41Q: 3 clusters Score -3480288 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 31258 members 
Entering Unmasked Estep 
Score: -3480317.000000 Penalty: 3100.330566
	Iteration 42Q: 3 clusters Score -3480317 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 31322 members 
Entering Unmasked Estep 
Score: -3480344.750000 Penalty: 3100.330566
	Iteration 43Q: 3 clusters Score -3480345 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 31393 members 
Entering Unmasked Estep 
Score: -3480358.500000 Penalty: 3100.330566
	Iteration 44Q: 3 clusters Score -3480358 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 31458 members 
Entering Unmasked Estep 
Score: -3480378.750000 Penalty: 3100.330566
	Iteration 45Q: 3 clusters Score -3480379 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 31523 members 
Entering Unmasked Estep 
Score: -3480407.000000 Penalty: 3100.330566
	Iteration 46Q: 3 clusters Score -3480407 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 31585 members 
Entering Unmasked Estep 
Score: -3480423.000000 Penalty: 3100.330566
	Iteration 47Q: 3 clusters Score -3480423 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 31643 members 
Entering Unmasked Estep 
Score: -3480452.500000 Penalty: 3100.330566
	Iteration 48Q: 3 clusters Score -3480452 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 31694 members 
Entering Unmasked Estep 
Score: -3480479.250000 Penalty: 3100.330566
	Iteration 49Q: 3 clusters Score -3480479 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 31740 members 
Entering Unmasked Estep 
Score: -3480480.500000 Penalty: 3100.330566
	Iteration 50Q: 3 clusters Score -3480480 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 31782 members 
Entering Unmasked Estep 
Score: -3480492.500000 Penalty: 3100.330566
	Iteration 51Q: 3 clusters Score -3480492 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 31815 members 
Entering Unmasked Estep 
Score: -3480501.750000 Penalty: 3100.330566
	Iteration 52Q: 3 clusters Score -3480502 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 31856 members 
Entering Unmasked Estep 
Score: -3480518.500000 Penalty: 3100.330566
	Iteration 53Q: 3 clusters Score -3480518 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 31893 members 
Entering Unmasked Estep 
Score: -3480535.250000 Penalty: 3100.330566
	Iteration 54Q: 3 clusters Score -3480535 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 31925 members 
Entering Unmasked Estep 
Score: -3480545.750000 Penalty: 3100.330566
	Iteration 55Q: 3 clusters Score -3480546 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 31958 members 
Entering Unmasked Estep 
Score: -3480562.000000 Penalty: 3100.330566
	Iteration 56Q: 3 clusters Score -3480562 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 31983 members 
Entering Unmasked Estep 
Score: -3480570.750000 Penalty: 3100.330566
	Iteration 57Q: 3 clusters Score -3480571 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 32006 members 
Entering Unmasked Estep 
Score: -3480577.750000 Penalty: 3100.330566
	Iteration 58Q: 3 clusters Score -3480578 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 32039 members 
Entering Unmasked Estep 
Score: -3480588.250000 Penalty: 3100.330566
	Iteration 59Q: 3 clusters Score -3480588 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 32063 members 
Entering Unmasked Estep 
Score: -3480597.250000 Penalty: 3100.330566
	Iteration 60F: 3 clusters Score -3480597 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 32092 members 
Entering Unmasked Estep 
Score: -3480611.250000 Penalty: 3100.330566
	Iteration 61Q: 3 clusters Score -3480611 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 32110 members 
Entering Unmasked Estep 
Score: -3480622.000000 Penalty: 3100.330566
	Iteration 62Q: 3 clusters Score -3480622 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 32130 members 
Entering Unmasked Estep 
Score: -3480628.500000 Penalty: 3100.330566
	Iteration 63Q: 3 clusters Score -3480628 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 32147 members 
Entering Unmasked Estep 
Score: -3480636.750000 Penalty: 3100.330566
	Iteration 64Q: 3 clusters Score -3480637 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 32159 members 
Entering Unmasked Estep 
Score: -3480641.500000 Penalty: 3100.330566
	Iteration 65Q: 3 clusters Score -3480642 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 32175 members 
Entering Unmasked Estep 
Score: -3480646.500000 Penalty: 3100.330566
	Iteration 66Q: 3 clusters Score -3480646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 32189 members 
Entering Unmasked Estep 
Score: -3480651.000000 Penalty: 3100.330566
	Iteration 67Q: 3 clusters Score -3480651 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 32198 members 
Entering Unmasked Estep 
Score: -3480658.500000 Penalty: 3100.330566
	Iteration 68Q: 3 clusters Score -3480658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 32205 members 
Entering Unmasked Estep 
Score: -3480657.000000 Penalty: 3100.330566
	Iteration 69Q: 3 clusters Score -3480657 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 32216 members 
Entering Unmasked Estep 
Score: -3480661.000000 Penalty: 3100.330566
	Iteration 70Q: 3 clusters Score -3480661 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 32225 members 
Entering Unmasked Estep 
Score: -3480664.250000 Penalty: 3100.330566
	Iteration 71Q: 3 clusters Score -3480664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 32231 members 
Entering Unmasked Estep 
Score: -3480665.750000 Penalty: 3100.330566
	Iteration 72Q: 3 clusters Score -3480666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 32234 members 
Entering Unmasked Estep 
Score: -3480667.000000 Penalty: 3100.330566
	Iteration 73Q: 3 clusters Score -3480667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 32239 members 
Entering Unmasked Estep 
Score: -3480667.250000 Penalty: 3100.330566
	Iteration 74Q: 3 clusters Score -3480667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 32242 members 
Entering Unmasked Estep 
Score: -3480669.750000 Penalty: 3100.330566
	Iteration 75Q: 3 clusters Score -3480670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 32248 members 
Entering Unmasked Estep 
Score: -3480671.500000 Penalty: 3100.330566
	Iteration 76Q: 3 clusters Score -3480672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 32256 members 
Entering Unmasked Estep 
Score: -3480671.250000 Penalty: 3100.330566
	Iteration 77Q: 3 clusters Score -3480671 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 32264 members 
Entering Unmasked Estep 
Score: -3480677.250000 Penalty: 3100.330566
	Iteration 78Q: 3 clusters Score -3480677 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 32273 members 
Entering Unmasked Estep 
Score: -3480683.000000 Penalty: 3100.330566
	Iteration 79Q: 3 clusters Score -3480683 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 32288 members 
Entering Unmasked Estep 
Score: -3480687.000000 Penalty: 3100.330566
	Iteration 80F: 3 clusters Score -3480687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 32299 members 
Entering Unmasked Estep 
Score: -3480693.500000 Penalty: 3100.330566
	Iteration 81Q: 3 clusters Score -3480694 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 32315 members 
Entering Unmasked Estep 
Score: -3480700.750000 Penalty: 3100.330566
	Iteration 82Q: 3 clusters Score -3480701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 32323 members 
Entering Unmasked Estep 
Score: -3480704.250000 Penalty: 3100.330566
	Iteration 83Q: 3 clusters Score -3480704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 32331 members 
Entering Unmasked Estep 
Score: -3480702.750000 Penalty: 3100.330566
	Iteration 84Q: 3 clusters Score -3480703 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 32343 members 
Entering Unmasked Estep 
Score: -3480706.000000 Penalty: 3100.330566
	Iteration 85Q: 3 clusters Score -3480706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 32346 members 
Entering Unmasked Estep 
Score: -3480707.250000 Penalty: 3100.330566
	Iteration 86Q: 3 clusters Score -3480707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 32353 members 
Entering Unmasked Estep 
Score: -3480713.000000 Penalty: 3100.330566
	Iteration 87Q: 3 clusters Score -3480713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 32361 members 
Entering Unmasked Estep 
Score: -3480724.250000 Penalty: 3100.330566
	Iteration 88Q: 3 clusters Score -3480724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 32375 members 
Entering Unmasked Estep 
Score: -3480722.000000 Penalty: 3100.330566
	Iteration 89Q: 3 clusters Score -3480722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 32389 members 
Entering Unmasked Estep 
Score: -3480731.750000 Penalty: 3100.330566
	Iteration 90Q: 3 clusters Score -3480732 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 32400 members 
Entering Unmasked Estep 
Score: -3480735.750000 Penalty: 3100.330566
	Iteration 91Q: 3 clusters Score -3480736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 32413 members 
Entering Unmasked Estep 
Score: -3480740.250000 Penalty: 3100.330566
	Iteration 92Q: 3 clusters Score -3480740 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 32433 members 
Entering Unmasked Estep 
Score: -3480752.500000 Penalty: 3100.330566
	Iteration 93Q: 3 clusters Score -3480752 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 32443 members 
Entering Unmasked Estep 
Score: -3480753.750000 Penalty: 3100.330566
	Iteration 94Q: 3 clusters Score -3480754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 32449 members 
Entering Unmasked Estep 
Score: -3480759.250000 Penalty: 3100.330566
	Iteration 95Q: 3 clusters Score -3480759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 32452 members 
Entering Unmasked Estep 
Score: -3480760.000000 Penalty: 3100.330566
	Iteration 96Q: 3 clusters Score -3480760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 32453 members 
Entering Unmasked Estep 
Score: -3480762.500000 Penalty: 3100.330566
	Iteration 97Q: 3 clusters Score -3480762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 32453 members 
Entering Unmasked Estep 
Score: -3480762.500000 Penalty: 3100.330566
	Iteration 98F: 3 clusters Score -3480762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Entering Unmasked Estep 
Score: -1023898.437500 Penalty: 1370.453979
	Iteration 0F: 2 clusters Score -1023898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1017127.187500 Penalty: 2740.907959
	Iteration 0F: 3 clusters Score -1017127 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1019335.812500 Penalty: 2740.907959
	Iteration 1F: 3 clusters Score -1019336 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1019625.375000 Penalty: 2740.907959
	Iteration 2F: 3 clusters Score -1019625 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1019806.250000 Penalty: 2740.907959
	Iteration 3Q: 3 clusters Score -1019806 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1019962.875000 Penalty: 2740.907959
	Iteration 4Q: 3 clusters Score -1019963 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1020106.375000 Penalty: 2740.907959
	Iteration 5Q: 3 clusters Score -1020106 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1020225.125000 Penalty: 2740.907959
	Iteration 6Q: 3 clusters Score -1020225 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1020329.500000 Penalty: 2740.907959
	Iteration 7Q: 3 clusters Score -1020330 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1020431.562500 Penalty: 2740.907959
	Iteration 8Q: 3 clusters Score -1020432 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1020522.875000 Penalty: 2740.907959
	Iteration 9Q: 3 clusters Score -1020523 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1020628.375000 Penalty: 2740.907959
	Iteration 10Q: 3 clusters Score -1020628 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1020779.687500 Penalty: 2740.907959
	Iteration 11Q: 3 clusters Score -1020780 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1020974.875000 Penalty: 2740.907959
	Iteration 12Q: 3 clusters Score -1020975 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1021231.875000 Penalty: 2740.907959
	Iteration 13Q: 3 clusters Score -1021232 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1021541.562500 Penalty: 2740.907959
	Iteration 14Q: 3 clusters Score -1021542 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1021848.875000 Penalty: 2740.907959
	Iteration 15Q: 3 clusters Score -1021849 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1022103.437500 Penalty: 2740.907959
	Iteration 16Q: 3 clusters Score -1022103 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1022293.937500 Penalty: 2740.907959
	Iteration 17Q: 3 clusters Score -1022294 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1022427.875000 Penalty: 2740.907959
	Iteration 18Q: 3 clusters Score -1022428 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1022509.500000 Penalty: 2740.907959
	Iteration 19Q: 3 clusters Score -1022510 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1022563.250000 Penalty: 2740.907959
	Iteration 20F: 3 clusters Score -1022563 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1022600.625000 Penalty: 2740.907959
	Iteration 21Q: 3 clusters Score -1022601 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1022632.000000 Penalty: 2740.907959
	Iteration 22Q: 3 clusters Score -1022632 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1022649.812500 Penalty: 2740.907959
	Iteration 23Q: 3 clusters Score -1022650 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1022662.375000 Penalty: 2740.907959
	Iteration 24Q: 3 clusters Score -1022662 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1022669.125000 Penalty: 2740.907959
	Iteration 25Q: 3 clusters Score -1022669 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1022679.125000 Penalty: 2740.907959
	Iteration 26Q: 3 clusters Score -1022679 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1022684.062500 Penalty: 2740.907959
	Iteration 27Q: 3 clusters Score -1022684 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1022695.312500 Penalty: 2740.907959
	Iteration 28Q: 3 clusters Score -1022695 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1022703.875000 Penalty: 2740.907959
	Iteration 29Q: 3 clusters Score -1022704 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1022710.500000 Penalty: 2740.907959
	Iteration 30Q: 3 clusters Score -1022710 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1022712.500000 Penalty: 2740.907959
	Iteration 31Q: 3 clusters Score -1022712 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1022717.812500 Penalty: 2740.907959
	Iteration 32Q: 3 clusters Score -1022718 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1022722.437500 Penalty: 2740.907959
	Iteration 33Q: 3 clusters Score -1022722 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1022725.500000 Penalty: 2740.907959
	Iteration 34Q: 3 clusters Score -1022726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1022729.875000 Penalty: 2740.907959
	Iteration 35Q: 3 clusters Score -1022730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1022731.125000 Penalty: 2740.907959
	Iteration 36Q: 3 clusters Score -1022731 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1022734.000000 Penalty: 2740.907959
	Iteration 37Q: 3 clusters Score -1022734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1022736.812500 Penalty: 2740.907959
	Iteration 38Q: 3 clusters Score -1022737 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1022739.062500 Penalty: 2740.907959
	Iteration 39Q: 3 clusters Score -1022739 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1022744.562500 Penalty: 2740.907959
	Iteration 40F: 3 clusters Score -1022745 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1022747.062500 Penalty: 2740.907959
	Iteration 41Q: 3 clusters Score -1022747 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1022747.937500 Penalty: 2740.907959
	Iteration 42Q: 3 clusters Score -1022748 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1022750.312500 Penalty: 2740.907959
	Iteration 43Q: 3 clusters Score -1022750 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1022756.375000 Penalty: 2740.907959
	Iteration 44Q: 3 clusters Score -1022756 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1022760.937500 Penalty: 2740.907959
	Iteration 45Q: 3 clusters Score -1022761 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1022765.500000 Penalty: 2740.907959
	Iteration 46Q: 3 clusters Score -1022766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1022766.250000 Penalty: 2740.907959
	Iteration 47Q: 3 clusters Score -1022766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1022768.500000 Penalty: 2740.907959
	Iteration 48Q: 3 clusters Score -1022768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1022767.625000 Penalty: 2740.907959
	Iteration 49Q: 3 clusters Score -1022768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1022770.937500 Penalty: 2740.907959
	Iteration 50Q: 3 clusters Score -1022771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1022770.062500 Penalty: 2740.907959
	Iteration 51Q: 3 clusters Score -1022770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1022770.625000 Penalty: 2740.907959
	Iteration 52Q: 3 clusters Score -1022771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1022771.750000 Penalty: 2740.907959
	Iteration 53Q: 3 clusters Score -1022772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1022772.562500 Penalty: 2740.907959
	Iteration 54Q: 3 clusters Score -1022773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1022772.562500 Penalty: 2740.907959
	Iteration 55Q: 3 clusters Score -1022773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1022775.000000 Penalty: 2740.907959
	Iteration 56Q: 3 clusters Score -1022775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1022772.875000 Penalty: 2740.907959
	Iteration 57Q: 3 clusters Score -1022773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1022772.625000 Penalty: 2740.907959
	Iteration 58Q: 3 clusters Score -1022773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1022773.625000 Penalty: 2740.907959
	Iteration 59Q: 3 clusters Score -1022774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1022778.937500 Penalty: 2740.907959
	Iteration 60F: 3 clusters Score -1022779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1022778.500000 Penalty: 2740.907959
	Iteration 61Q: 3 clusters Score -1022778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1022781.250000 Penalty: 2740.907959
	Iteration 62Q: 3 clusters Score -1022781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1022777.562500 Penalty: 2740.907959
	Iteration 63Q: 3 clusters Score -1022778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1022780.750000 Penalty: 2740.907959
	Iteration 64Q: 3 clusters Score -1022781 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1022785.312500 Penalty: 2740.907959
	Iteration 65Q: 3 clusters Score -1022785 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1022789.875000 Penalty: 2740.907959
	Iteration 66Q: 3 clusters Score -1022790 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1022788.312500 Penalty: 2740.907959
	Iteration 67Q: 3 clusters Score -1022788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1022793.625000 Penalty: 2740.907959
	Iteration 68Q: 3 clusters Score -1022794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1022793.625000 Penalty: 2740.907959
	Iteration 69Q: 3 clusters Score -1022794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1022794.375000 Penalty: 2740.907959
	Iteration 70Q: 3 clusters Score -1022794 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1022798.562500 Penalty: 2740.907959
	Iteration 71Q: 3 clusters Score -1022799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1022799.250000 Penalty: 2740.907959
	Iteration 72Q: 3 clusters Score -1022799 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1022803.125000 Penalty: 2740.907959
	Iteration 73Q: 3 clusters Score -1022803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1022804.250000 Penalty: 2740.907959
	Iteration 74Q: 3 clusters Score -1022804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1022807.375000 Penalty: 2740.907959
	Iteration 75Q: 3 clusters Score -1022807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1022807.437500 Penalty: 2740.907959
	Iteration 76Q: 3 clusters Score -1022807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1022808.937500 Penalty: 2740.907959
	Iteration 77Q: 3 clusters Score -1022809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1022807.000000 Penalty: 2740.907959
	Iteration 78Q: 3 clusters Score -1022807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1022808.062500 Penalty: 2740.907959
	Iteration 79Q: 3 clusters Score -1022808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1022808.937500 Penalty: 2740.907959
	Iteration 80F: 3 clusters Score -1022809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1022808.500000 Penalty: 2740.907959
	Iteration 81Q: 3 clusters Score -1022808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1022812.312500 Penalty: 2740.907959
	Iteration 82Q: 3 clusters Score -1022812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1022813.625000 Penalty: 2740.907959
	Iteration 83Q: 3 clusters Score -1022814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1022813.625000 Penalty: 2740.907959
	Iteration 84Q: 3 clusters Score -1022814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1022816.062500 Penalty: 2740.907959
	Iteration 85Q: 3 clusters Score -1022816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1022813.812500 Penalty: 2740.907959
	Iteration 86Q: 3 clusters Score -1022814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1022814.000000 Penalty: 2740.907959
	Iteration 87Q: 3 clusters Score -1022814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1022811.750000 Penalty: 2740.907959
	Iteration 88Q: 3 clusters Score -1022812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1022814.312500 Penalty: 2740.907959
	Iteration 89Q: 3 clusters Score -1022814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1022813.625000 Penalty: 2740.907959
	Iteration 90Q: 3 clusters Score -1022814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1022814.437500 Penalty: 2740.907959
	Iteration 91Q: 3 clusters Score -1022814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1022815.375000 Penalty: 2740.907959
	Iteration 92Q: 3 clusters Score -1022815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1022815.437500 Penalty: 2740.907959
	Iteration 93Q: 3 clusters Score -1022815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1022815.437500 Penalty: 2740.907959
	Iteration 94F: 3 clusters Score -1022815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Entering Unmasked Estep 
Score: -230831.265625 Penalty: 1169.308228
	Iteration 0F: 2 clusters Score -230831.3 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 1308 members 
Entering Unmasked Estep 
Score: -228575.015625 Penalty: 2338.616455
	Iteration 0F: 3 clusters Score -228575 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -229202.593750 Penalty: 2338.616455
	Iteration 1F: 3 clusters Score -229202.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -229424.703125 Penalty: 2338.616455
	Iteration 2F: 3 clusters Score -229424.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -229574.156250 Penalty: 2338.616455
	Iteration 3F: 3 clusters Score -229574.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -229678.781250 Penalty: 2338.616455
	Iteration 4Q: 3 clusters Score -229678.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -229755.265625 Penalty: 2338.616455
	Iteration 5Q: 3 clusters Score -229755.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -229815.937500 Penalty: 2338.616455
	Iteration 6Q: 3 clusters Score -229815.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -229878.359375 Penalty: 2338.616455
	Iteration 7Q: 3 clusters Score -229878.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -229932.687500 Penalty: 2338.616455
	Iteration 8Q: 3 clusters Score -229932.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -229982.031250 Penalty: 2338.616455
	Iteration 9Q: 3 clusters Score -229982 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -230024.453125 Penalty: 2338.616455
	Iteration 10Q: 3 clusters Score -230024.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -230070.296875 Penalty: 2338.616455
	Iteration 11Q: 3 clusters Score -230070.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -230110.937500 Penalty: 2338.616455
	Iteration 12Q: 3 clusters Score -230110.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -230130.828125 Penalty: 2338.616455
	Iteration 13Q: 3 clusters Score -230130.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -230163.656250 Penalty: 2338.616455
	Iteration 14Q: 3 clusters Score -230163.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -230190.437500 Penalty: 2338.616455
	Iteration 15Q: 3 clusters Score -230190.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -230217.281250 Penalty: 2338.616455
	Iteration 16Q: 3 clusters Score -230217.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -230233.093750 Penalty: 2338.616455
	Iteration 17Q: 3 clusters Score -230233.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -230247.578125 Penalty: 2338.616455
	Iteration 18Q: 3 clusters Score -230247.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -230259.265625 Penalty: 2338.616455
	Iteration 19Q: 3 clusters Score -230259.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -230273.140625 Penalty: 2338.616455
	Iteration 20F: 3 clusters Score -230273.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -230284.640625 Penalty: 2338.616455
	Iteration 21Q: 3 clusters Score -230284.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -230289.906250 Penalty: 2338.616455
	Iteration 22Q: 3 clusters Score -230289.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -230293.953125 Penalty: 2338.616455
	Iteration 23Q: 3 clusters Score -230294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -230297.890625 Penalty: 2338.616455
	Iteration 24Q: 3 clusters Score -230297.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -230306.109375 Penalty: 2338.616455
	Iteration 25Q: 3 clusters Score -230306.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -230310.562500 Penalty: 2338.616455
	Iteration 26Q: 3 clusters Score -230310.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -230314.703125 Penalty: 2338.616455
	Iteration 27Q: 3 clusters Score -230314.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -230317.312500 Penalty: 2338.616455
	Iteration 28Q: 3 clusters Score -230317.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -230320.234375 Penalty: 2338.616455
	Iteration 29Q: 3 clusters Score -230320.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -230322.718750 Penalty: 2338.616455
	Iteration 30Q: 3 clusters Score -230322.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -230326.984375 Penalty: 2338.616455
	Iteration 31Q: 3 clusters Score -230327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -230330.359375 Penalty: 2338.616455
	Iteration 32Q: 3 clusters Score -230330.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -230333.171875 Penalty: 2338.616455
	Iteration 33Q: 3 clusters Score -230333.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -230333.890625 Penalty: 2338.616455
	Iteration 34Q: 3 clusters Score -230333.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -230334.359375 Penalty: 2338.616455
	Iteration 35Q: 3 clusters Score -230334.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -230335.593750 Penalty: 2338.616455
	Iteration 36Q: 3 clusters Score -230335.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -230336.546875 Penalty: 2338.616455
	Iteration 37Q: 3 clusters Score -230336.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -230338.156250 Penalty: 2338.616455
	Iteration 38Q: 3 clusters Score -230338.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -230339.062500 Penalty: 2338.616455
	Iteration 39Q: 3 clusters Score -230339.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -230339.062500 Penalty: 2338.616455
	Iteration 40F: 3 clusters Score -230339.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Entering Unmasked Estep 
Score: -733126.000000 Penalty: 1331.491699
	Iteration 0F: 2 clusters Score -733126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -727780.562500 Penalty: 2662.983398
	Iteration 0F: 3 clusters Score -727780.6 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -729489.000000 Penalty: 2662.983398
	Iteration 1F: 3 clusters Score -729489 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -729832.687500 Penalty: 2662.983398
	Iteration 2F: 3 clusters Score -729832.7 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -730130.250000 Penalty: 2662.983398
	Iteration 3F: 3 clusters Score -730130.2 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -730431.625000 Penalty: 2662.983398
	Iteration 4F: 3 clusters Score -730431.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -730666.625000 Penalty: 2662.983398
	Iteration 5Q: 3 clusters Score -730666.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -730847.187500 Penalty: 2662.983398
	Iteration 6Q: 3 clusters Score -730847.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -731009.687500 Penalty: 2662.983398
	Iteration 7Q: 3 clusters Score -731009.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -731146.375000 Penalty: 2662.983398
	Iteration 8Q: 3 clusters Score -731146.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -731288.625000 Penalty: 2662.983398
	Iteration 9Q: 3 clusters Score -731288.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -731422.312500 Penalty: 2662.983398
	Iteration 10Q: 3 clusters Score -731422.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -731523.875000 Penalty: 2662.983398
	Iteration 11Q: 3 clusters Score -731523.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -731604.937500 Penalty: 2662.983398
	Iteration 12Q: 3 clusters Score -731604.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -731661.812500 Penalty: 2662.983398
	Iteration 13Q: 3 clusters Score -731661.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -731711.812500 Penalty: 2662.983398
	Iteration 14Q: 3 clusters Score -731711.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -731762.562500 Penalty: 2662.983398
	Iteration 15Q: 3 clusters Score -731762.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -731805.750000 Penalty: 2662.983398
	Iteration 16Q: 3 clusters Score -731805.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -731850.437500 Penalty: 2662.983398
	Iteration 17Q: 3 clusters Score -731850.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -731880.500000 Penalty: 2662.983398
	Iteration 18Q: 3 clusters Score -731880.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -731906.625000 Penalty: 2662.983398
	Iteration 19Q: 3 clusters Score -731906.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -731928.937500 Penalty: 2662.983398
	Iteration 20F: 3 clusters Score -731928.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -731946.500000 Penalty: 2662.983398
	Iteration 21Q: 3 clusters Score -731946.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -731963.500000 Penalty: 2662.983398
	Iteration 22Q: 3 clusters Score -731963.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -731979.812500 Penalty: 2662.983398
	Iteration 23Q: 3 clusters Score -731979.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -731997.750000 Penalty: 2662.983398
	Iteration 24Q: 3 clusters Score -731997.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -732022.125000 Penalty: 2662.983398
	Iteration 25Q: 3 clusters Score -732022.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -732044.375000 Penalty: 2662.983398
	Iteration 26Q: 3 clusters Score -732044.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -732070.875000 Penalty: 2662.983398
	Iteration 27Q: 3 clusters Score -732070.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -732088.750000 Penalty: 2662.983398
	Iteration 28Q: 3 clusters Score -732088.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -732101.187500 Penalty: 2662.983398
	Iteration 29Q: 3 clusters Score -732101.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -732114.000000 Penalty: 2662.983398
	Iteration 30Q: 3 clusters Score -732114 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -732125.625000 Penalty: 2662.983398
	Iteration 31Q: 3 clusters Score -732125.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -732136.625000 Penalty: 2662.983398
	Iteration 32Q: 3 clusters Score -732136.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -732146.437500 Penalty: 2662.983398
	Iteration 33Q: 3 clusters Score -732146.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -732154.500000 Penalty: 2662.983398
	Iteration 34Q: 3 clusters Score -732154.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -732160.187500 Penalty: 2662.983398
	Iteration 35Q: 3 clusters Score -732160.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -732164.750000 Penalty: 2662.983398
	Iteration 36Q: 3 clusters Score -732164.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -732168.625000 Penalty: 2662.983398
	Iteration 37Q: 3 clusters Score -732168.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -732169.937500 Penalty: 2662.983398
	Iteration 38Q: 3 clusters Score -732169.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -732174.562500 Penalty: 2662.983398
	Iteration 39Q: 3 clusters Score -732174.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -732175.375000 Penalty: 2662.983398
	Iteration 40F: 3 clusters Score -732175.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -732177.687500 Penalty: 2662.983398
	Iteration 41Q: 3 clusters Score -732177.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -732182.062500 Penalty: 2662.983398
	Iteration 42Q: 3 clusters Score -732182.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -732184.437500 Penalty: 2662.983398
	Iteration 43Q: 3 clusters Score -732184.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -732192.062500 Penalty: 2662.983398
	Iteration 44Q: 3 clusters Score -732192.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -732194.687500 Penalty: 2662.983398
	Iteration 45Q: 3 clusters Score -732194.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -732200.500000 Penalty: 2662.983398
	Iteration 46Q: 3 clusters Score -732200.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -732205.937500 Penalty: 2662.983398
	Iteration 47Q: 3 clusters Score -732205.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -732208.125000 Penalty: 2662.983398
	Iteration 48Q: 3 clusters Score -732208.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -732211.812500 Penalty: 2662.983398
	Iteration 49Q: 3 clusters Score -732211.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -732213.812500 Penalty: 2662.983398
	Iteration 50Q: 3 clusters Score -732213.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -732215.937500 Penalty: 2662.983398
	Iteration 51Q: 3 clusters Score -732215.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -732218.312500 Penalty: 2662.983398
	Iteration 52Q: 3 clusters Score -732218.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -732219.500000 Penalty: 2662.983398
	Iteration 53Q: 3 clusters Score -732219.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -732219.750000 Penalty: 2662.983398
	Iteration 54Q: 3 clusters Score -732219.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -732222.187500 Penalty: 2662.983398
	Iteration 55Q: 3 clusters Score -732222.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -732221.312500 Penalty: 2662.983398
	Iteration 56Q: 3 clusters Score -732221.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -732221.562500 Penalty: 2662.983398
	Iteration 57Q: 3 clusters Score -732221.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -732222.375000 Penalty: 2662.983398
	Iteration 58Q: 3 clusters Score -732222.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -732221.750000 Penalty: 2662.983398
	Iteration 59Q: 3 clusters Score -732221.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -732223.000000 Penalty: 2662.983398
	Iteration 60F: 3 clusters Score -732223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -732223.062500 Penalty: 2662.983398
	Iteration 61Q: 3 clusters Score -732223.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -732223.875000 Penalty: 2662.983398
	Iteration 62Q: 3 clusters Score -732223.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -732224.187500 Penalty: 2662.983398
	Iteration 63Q: 3 clusters Score -732224.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -732225.000000 Penalty: 2662.983398
	Iteration 64Q: 3 clusters Score -732225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -732225.000000 Penalty: 2662.983398
	Iteration 65F: 3 clusters Score -732225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Entering Unmasked Estep 
Score: -435057.062500 Penalty: 1254.594971
	Iteration 0F: 2 clusters Score -435057.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -431659.468750 Penalty: 2509.189941
	Iteration 0F: 3 clusters Score -431659.5 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -432605.281250 Penalty: 2509.189941
	Iteration 1F: 3 clusters Score -432605.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -432852.250000 Penalty: 2509.189941
	Iteration 2F: 3 clusters Score -432852.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -432999.000000 Penalty: 2509.189941
	Iteration 3F: 3 clusters Score -432999 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -433107.000000 Penalty: 2509.189941
	Iteration 4Q: 3 clusters Score -433107 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -433190.656250 Penalty: 2509.189941
	Iteration 5Q: 3 clusters Score -433190.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -433276.500000 Penalty: 2509.189941
	Iteration 6Q: 3 clusters Score -433276.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -433361.531250 Penalty: 2509.189941
	Iteration 7Q: 3 clusters Score -433361.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -433447.375000 Penalty: 2509.189941
	Iteration 8Q: 3 clusters Score -433447.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -433539.000000 Penalty: 2509.189941
	Iteration 9Q: 3 clusters Score -433539 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -433674.406250 Penalty: 2509.189941
	Iteration 10Q: 3 clusters Score -433674.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -433808.750000 Penalty: 2509.189941
	Iteration 11Q: 3 clusters Score -433808.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -433898.718750 Penalty: 2509.189941
	Iteration 12Q: 3 clusters Score -433898.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -433984.781250 Penalty: 2509.189941
	Iteration 13Q: 3 clusters Score -433984.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -434062.750000 Penalty: 2509.189941
	Iteration 14Q: 3 clusters Score -434062.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -434134.468750 Penalty: 2509.189941
	Iteration 15Q: 3 clusters Score -434134.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -434195.437500 Penalty: 2509.189941
	Iteration 16Q: 3 clusters Score -434195.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -434241.312500 Penalty: 2509.189941
	Iteration 17Q: 3 clusters Score -434241.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -434278.656250 Penalty: 2509.189941
	Iteration 18Q: 3 clusters Score -434278.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -434307.000000 Penalty: 2509.189941
	Iteration 19Q: 3 clusters Score -434307 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -434322.656250 Penalty: 2509.189941
	Iteration 20F: 3 clusters Score -434322.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -434335.531250 Penalty: 2509.189941
	Iteration 21Q: 3 clusters Score -434335.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -434348.218750 Penalty: 2509.189941
	Iteration 22Q: 3 clusters Score -434348.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -434361.375000 Penalty: 2509.189941
	Iteration 23Q: 3 clusters Score -434361.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -434370.406250 Penalty: 2509.189941
	Iteration 24Q: 3 clusters Score -434370.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -434377.687500 Penalty: 2509.189941
	Iteration 25Q: 3 clusters Score -434377.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -434381.531250 Penalty: 2509.189941
	Iteration 26Q: 3 clusters Score -434381.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -434384.281250 Penalty: 2509.189941
	Iteration 27Q: 3 clusters Score -434384.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -434391.843750 Penalty: 2509.189941
	Iteration 28Q: 3 clusters Score -434391.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -434396.031250 Penalty: 2509.189941
	Iteration 29Q: 3 clusters Score -434396 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -434405.343750 Penalty: 2509.189941
	Iteration 30Q: 3 clusters Score -434405.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -434414.218750 Penalty: 2509.189941
	Iteration 31Q: 3 clusters Score -434414.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -434423.906250 Penalty: 2509.189941
	Iteration 32Q: 3 clusters Score -434423.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -434431.093750 Penalty: 2509.189941
	Iteration 33Q: 3 clusters Score -434431.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -434437.343750 Penalty: 2509.189941
	Iteration 34Q: 3 clusters Score -434437.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -434446.156250 Penalty: 2509.189941
	Iteration 35Q: 3 clusters Score -434446.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -434451.250000 Penalty: 2509.189941
	Iteration 36Q: 3 clusters Score -434451.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -434454.750000 Penalty: 2509.189941
	Iteration 37Q: 3 clusters Score -434454.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -434456.875000 Penalty: 2509.189941
	Iteration 38Q: 3 clusters Score -434456.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -434458.906250 Penalty: 2509.189941
	Iteration 39Q: 3 clusters Score -434458.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -434463.218750 Penalty: 2509.189941
	Iteration 40F: 3 clusters Score -434463.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -434466.531250 Penalty: 2509.189941
	Iteration 41Q: 3 clusters Score -434466.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -434468.187500 Penalty: 2509.189941
	Iteration 42Q: 3 clusters Score -434468.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -434468.906250 Penalty: 2509.189941
	Iteration 43Q: 3 clusters Score -434468.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -434469.812500 Penalty: 2509.189941
	Iteration 44Q: 3 clusters Score -434469.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -434471.031250 Penalty: 2509.189941
	Iteration 45Q: 3 clusters Score -434471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -434471.031250 Penalty: 2509.189941
	Iteration 46F: 3 clusters Score -434471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Entering Unmasked Estep 
Score: -384841.125000 Penalty: 1239.596680
	Iteration 0F: 2 clusters Score -384841.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -381647.468750 Penalty: 2479.193359
	Iteration 0F: 3 clusters Score -381647.5 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -382516.156250 Penalty: 2479.193359
	Iteration 1F: 3 clusters Score -382516.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -382709.406250 Penalty: 2479.193359
	Iteration 2F: 3 clusters Score -382709.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -382824.812500 Penalty: 2479.193359
	Iteration 3Q: 3 clusters Score -382824.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -382934.062500 Penalty: 2479.193359
	Iteration 4Q: 3 clusters Score -382934.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -383028.437500 Penalty: 2479.193359
	Iteration 5Q: 3 clusters Score -383028.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -383110.156250 Penalty: 2479.193359
	Iteration 6Q: 3 clusters Score -383110.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -383171.437500 Penalty: 2479.193359
	Iteration 7Q: 3 clusters Score -383171.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -383218.687500 Penalty: 2479.193359
	Iteration 8Q: 3 clusters Score -383218.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -383263.062500 Penalty: 2479.193359
	Iteration 9Q: 3 clusters Score -383263.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -383300.687500 Penalty: 2479.193359
	Iteration 10Q: 3 clusters Score -383300.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -383329.187500 Penalty: 2479.193359
	Iteration 11Q: 3 clusters Score -383329.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -383357.593750 Penalty: 2479.193359
	Iteration 12Q: 3 clusters Score -383357.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -383386.718750 Penalty: 2479.193359
	Iteration 13Q: 3 clusters Score -383386.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -383408.031250 Penalty: 2479.193359
	Iteration 14Q: 3 clusters Score -383408 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -383426.687500 Penalty: 2479.193359
	Iteration 15Q: 3 clusters Score -383426.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -383446.406250 Penalty: 2479.193359
	Iteration 16Q: 3 clusters Score -383446.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -383461.437500 Penalty: 2479.193359
	Iteration 17Q: 3 clusters Score -383461.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -383482.375000 Penalty: 2479.193359
	Iteration 18Q: 3 clusters Score -383482.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -383500.750000 Penalty: 2479.193359
	Iteration 19Q: 3 clusters Score -383500.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -383522.062500 Penalty: 2479.193359
	Iteration 20F: 3 clusters Score -383522.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -383544.156250 Penalty: 2479.193359
	Iteration 21Q: 3 clusters Score -383544.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -383560.781250 Penalty: 2479.193359
	Iteration 22Q: 3 clusters Score -383560.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -383584.531250 Penalty: 2479.193359
	Iteration 23Q: 3 clusters Score -383584.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -383615.437500 Penalty: 2479.193359
	Iteration 24Q: 3 clusters Score -383615.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -383644.218750 Penalty: 2479.193359
	Iteration 25Q: 3 clusters Score -383644.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -383676.218750 Penalty: 2479.193359
	Iteration 26Q: 3 clusters Score -383676.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -383707.093750 Penalty: 2479.193359
	Iteration 27Q: 3 clusters Score -383707.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -383734.593750 Penalty: 2479.193359
	Iteration 28Q: 3 clusters Score -383734.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -383760.906250 Penalty: 2479.193359
	Iteration 29Q: 3 clusters Score -383760.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -383789.062500 Penalty: 2479.193359
	Iteration 30Q: 3 clusters Score -383789.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -383809.625000 Penalty: 2479.193359
	Iteration 31Q: 3 clusters Score -383809.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -383831.906250 Penalty: 2479.193359
	Iteration 32Q: 3 clusters Score -383831.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -383855.281250 Penalty: 2479.193359
	Iteration 33Q: 3 clusters Score -383855.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -383879.625000 Penalty: 2479.193359
	Iteration 34Q: 3 clusters Score -383879.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -383894.812500 Penalty: 2479.193359
	Iteration 35Q: 3 clusters Score -383894.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -383907.031250 Penalty: 2479.193359
	Iteration 36Q: 3 clusters Score -383907 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -383917.125000 Penalty: 2479.193359
	Iteration 37Q: 3 clusters Score -383917.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -383925.718750 Penalty: 2479.193359
	Iteration 38Q: 3 clusters Score -383925.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -383931.906250 Penalty: 2479.193359
	Iteration 39Q: 3 clusters Score -383931.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -383938.781250 Penalty: 2479.193359
	Iteration 40F: 3 clusters Score -383938.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -383944.031250 Penalty: 2479.193359
	Iteration 41Q: 3 clusters Score -383944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -383949.156250 Penalty: 2479.193359
	Iteration 42Q: 3 clusters Score -383949.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -383953.437500 Penalty: 2479.193359
	Iteration 43Q: 3 clusters Score -383953.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -383958.437500 Penalty: 2479.193359
	Iteration 44Q: 3 clusters Score -383958.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -383960.718750 Penalty: 2479.193359
	Iteration 45Q: 3 clusters Score -383960.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -383962.531250 Penalty: 2479.193359
	Iteration 46Q: 3 clusters Score -383962.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -383964.625000 Penalty: 2479.193359
	Iteration 47Q: 3 clusters Score -383964.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -383967.625000 Penalty: 2479.193359
	Iteration 48Q: 3 clusters Score -383967.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -383969.843750 Penalty: 2479.193359
	Iteration 49Q: 3 clusters Score -383969.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -383969.906250 Penalty: 2479.193359
	Iteration 50Q: 3 clusters Score -383969.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -383970.468750 Penalty: 2479.193359
	Iteration 51Q: 3 clusters Score -383970.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -383971.156250 Penalty: 2479.193359
	Iteration 52Q: 3 clusters Score -383971.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -383971.312500 Penalty: 2479.193359
	Iteration 53Q: 3 clusters Score -383971.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -383973.281250 Penalty: 2479.193359
	Iteration 54Q: 3 clusters Score -383973.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -383974.343750 Penalty: 2479.193359
	Iteration 55Q: 3 clusters Score -383974.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -383974.343750 Penalty: 2479.193359
	Iteration 56F: 3 clusters Score -383974.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Entering Unmasked Estep 
Score: -1616935.125000 Penalty: 1435.162720
	Iteration 0F: 2 clusters Score -1616935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1606761.375000 Penalty: 2870.325439
	Iteration 0F: 3 clusters Score -1606761 nChanged 6672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1610254.625000 Penalty: 2870.325439
	Iteration 1F: 3 clusters Score -1610255 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1610608.125000 Penalty: 2870.325439
	Iteration 2F: 3 clusters Score -1610608 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1610869.875000 Penalty: 2870.325439
	Iteration 3Q: 3 clusters Score -1610870 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1611085.875000 Penalty: 2870.325439
	Iteration 4Q: 3 clusters Score -1611086 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1611309.625000 Penalty: 2870.325439
	Iteration 5Q: 3 clusters Score -1611310 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1611528.500000 Penalty: 2870.325439
	Iteration 6Q: 3 clusters Score -1611528 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1611781.375000 Penalty: 2870.325439
	Iteration 7Q: 3 clusters Score -1611781 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1612088.250000 Penalty: 2870.325439
	Iteration 8Q: 3 clusters Score -1612088 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1612462.125000 Penalty: 2870.325439
	Iteration 9Q: 3 clusters Score -1612462 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1612912.875000 Penalty: 2870.325439
	Iteration 10Q: 3 clusters Score -1612913 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -1613459.250000 Penalty: 2870.325439
	Iteration 11F: 3 clusters Score -1613459 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -1614015.625000 Penalty: 2870.325439
	Iteration 12Q: 3 clusters Score -1614016 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -1614470.750000 Penalty: 2870.325439
	Iteration 13Q: 3 clusters Score -1614471 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -1614867.875000 Penalty: 2870.325439
	Iteration 14Q: 3 clusters Score -1614868 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -1615169.125000 Penalty: 2870.325439
	Iteration 15Q: 3 clusters Score -1615169 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -1615385.500000 Penalty: 2870.325439
	Iteration 16Q: 3 clusters Score -1615386 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -1615537.125000 Penalty: 2870.325439
	Iteration 17Q: 3 clusters Score -1615537 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -1615662.125000 Penalty: 2870.325439
	Iteration 18Q: 3 clusters Score -1615662 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -1615719.000000 Penalty: 2870.325439
	Iteration 19Q: 3 clusters Score -1615719 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -1615751.875000 Penalty: 2870.325439
	Iteration 20F: 3 clusters Score -1615752 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -1615783.500000 Penalty: 2870.325439
	Iteration 21Q: 3 clusters Score -1615784 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -1615813.250000 Penalty: 2870.325439
	Iteration 22Q: 3 clusters Score -1615813 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -1615834.125000 Penalty: 2870.325439
	Iteration 23Q: 3 clusters Score -1615834 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -1615851.750000 Penalty: 2870.325439
	Iteration 24Q: 3 clusters Score -1615852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -1615866.125000 Penalty: 2870.325439
	Iteration 25Q: 3 clusters Score -1615866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -1615880.125000 Penalty: 2870.325439
	Iteration 26Q: 3 clusters Score -1615880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -1615888.750000 Penalty: 2870.325439
	Iteration 27Q: 3 clusters Score -1615889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -1615898.625000 Penalty: 2870.325439
	Iteration 28Q: 3 clusters Score -1615899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -1615908.500000 Penalty: 2870.325439
	Iteration 29Q: 3 clusters Score -1615908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -1615913.250000 Penalty: 2870.325439
	Iteration 30Q: 3 clusters Score -1615913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -1615915.000000 Penalty: 2870.325439
	Iteration 31Q: 3 clusters Score -1615915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -1615920.625000 Penalty: 2870.325439
	Iteration 32Q: 3 clusters Score -1615921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -1615926.125000 Penalty: 2870.325439
	Iteration 33Q: 3 clusters Score -1615926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -1615927.125000 Penalty: 2870.325439
	Iteration 34Q: 3 clusters Score -1615927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -1615927.125000 Penalty: 2870.325439
	Iteration 35F: 3 clusters Score -1615927 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (16151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Entering Unmasked Estep 
Score: -1695372.875000 Penalty: 1441.832886
	Iteration 0F: 2 clusters Score -1695373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1684672.125000 Penalty: 2883.665771
	Iteration 0F: 3 clusters Score -1684672 nChanged 6972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1688350.750000 Penalty: 2883.665771
	Iteration 1F: 3 clusters Score -1688351 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1688768.625000 Penalty: 2883.665771
	Iteration 2F: 3 clusters Score -1688769 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1689134.750000 Penalty: 2883.665771
	Iteration 3F: 3 clusters Score -1689135 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1689474.375000 Penalty: 2883.665771
	Iteration 4Q: 3 clusters Score -1689474 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1689857.375000 Penalty: 2883.665771
	Iteration 5Q: 3 clusters Score -1689857 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1690322.625000 Penalty: 2883.665771
	Iteration 6F: 3 clusters Score -1690323 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1690872.375000 Penalty: 2883.665771
	Iteration 7F: 3 clusters Score -1690872 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1691456.750000 Penalty: 2883.665771
	Iteration 8F: 3 clusters Score -1691457 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1692040.625000 Penalty: 2883.665771
	Iteration 9Q: 3 clusters Score -1692041 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1692571.250000 Penalty: 2883.665771
	Iteration 10Q: 3 clusters Score -1692571 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1692980.375000 Penalty: 2883.665771
	Iteration 11Q: 3 clusters Score -1692980 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1693267.250000 Penalty: 2883.665771
	Iteration 12Q: 3 clusters Score -1693267 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1693504.500000 Penalty: 2883.665771
	Iteration 13Q: 3 clusters Score -1693504 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1693688.625000 Penalty: 2883.665771
	Iteration 14Q: 3 clusters Score -1693689 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1693805.875000 Penalty: 2883.665771
	Iteration 15Q: 3 clusters Score -1693806 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1693899.875000 Penalty: 2883.665771
	Iteration 16Q: 3 clusters Score -1693900 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1693967.500000 Penalty: 2883.665771
	Iteration 17Q: 3 clusters Score -1693968 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1694041.375000 Penalty: 2883.665771
	Iteration 18Q: 3 clusters Score -1694041 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1694093.500000 Penalty: 2883.665771
	Iteration 19Q: 3 clusters Score -1694094 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1694122.375000 Penalty: 2883.665771
	Iteration 20F: 3 clusters Score -1694122 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1694132.125000 Penalty: 2883.665771
	Iteration 21Q: 3 clusters Score -1694132 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1694141.250000 Penalty: 2883.665771
	Iteration 22Q: 3 clusters Score -1694141 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1694163.750000 Penalty: 2883.665771
	Iteration 23Q: 3 clusters Score -1694164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1694175.750000 Penalty: 2883.665771
	Iteration 24Q: 3 clusters Score -1694176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1694182.125000 Penalty: 2883.665771
	Iteration 25Q: 3 clusters Score -1694182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1694188.000000 Penalty: 2883.665771
	Iteration 26Q: 3 clusters Score -1694188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1694197.750000 Penalty: 2883.665771
	Iteration 27Q: 3 clusters Score -1694198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1694200.750000 Penalty: 2883.665771
	Iteration 28Q: 3 clusters Score -1694201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1694204.625000 Penalty: 2883.665771
	Iteration 29Q: 3 clusters Score -1694205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1694210.875000 Penalty: 2883.665771
	Iteration 30Q: 3 clusters Score -1694211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1694212.125000 Penalty: 2883.665771
	Iteration 31Q: 3 clusters Score -1694212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1694211.125000 Penalty: 2883.665771
	Iteration 32Q: 3 clusters Score -1694211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1694220.000000 Penalty: 2883.665771
	Iteration 33Q: 3 clusters Score -1694220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1694224.750000 Penalty: 2883.665771
	Iteration 34Q: 3 clusters Score -1694225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1694223.375000 Penalty: 2883.665771
	Iteration 35Q: 3 clusters Score -1694223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1694223.875000 Penalty: 2883.665771
	Iteration 36Q: 3 clusters Score -1694224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1694224.125000 Penalty: 2883.665771
	Iteration 37Q: 3 clusters Score -1694224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1694224.125000 Penalty: 2883.665771
	Iteration 38F: 3 clusters Score -1694224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Entering Unmasked Estep 
Score: -710133.625000 Penalty: 1324.158081
	Iteration 0F: 2 clusters Score -710133.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -705034.437500 Penalty: 2648.316162
	Iteration 0F: 3 clusters Score -705034.4 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -706598.062500 Penalty: 2648.316162
	Iteration 1F: 3 clusters Score -706598.1 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -706839.687500 Penalty: 2648.316162
	Iteration 2F: 3 clusters Score -706839.7 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -706968.000000 Penalty: 2648.316162
	Iteration 3Q: 3 clusters Score -706968 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -707063.437500 Penalty: 2648.316162
	Iteration 4Q: 3 clusters Score -707063.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -707131.125000 Penalty: 2648.316162
	Iteration 5Q: 3 clusters Score -707131.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -707194.187500 Penalty: 2648.316162
	Iteration 6Q: 3 clusters Score -707194.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -707254.625000 Penalty: 2648.316162
	Iteration 7Q: 3 clusters Score -707254.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -707314.625000 Penalty: 2648.316162
	Iteration 8Q: 3 clusters Score -707314.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -707365.687500 Penalty: 2648.316162
	Iteration 9Q: 3 clusters Score -707365.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -707416.375000 Penalty: 2648.316162
	Iteration 10Q: 3 clusters Score -707416.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -707475.875000 Penalty: 2648.316162
	Iteration 11Q: 3 clusters Score -707475.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -707561.312500 Penalty: 2648.316162
	Iteration 12Q: 3 clusters Score -707561.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -707653.062500 Penalty: 2648.316162
	Iteration 13Q: 3 clusters Score -707653.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -707750.312500 Penalty: 2648.316162
	Iteration 14Q: 3 clusters Score -707750.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -707859.500000 Penalty: 2648.316162
	Iteration 15Q: 3 clusters Score -707859.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -707965.125000 Penalty: 2648.316162
	Iteration 16Q: 3 clusters Score -707965.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -708067.562500 Penalty: 2648.316162
	Iteration 17Q: 3 clusters Score -708067.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -708181.687500 Penalty: 2648.316162
	Iteration 18Q: 3 clusters Score -708181.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -708310.750000 Penalty: 2648.316162
	Iteration 19Q: 3 clusters Score -708310.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -708445.250000 Penalty: 2648.316162
	Iteration 20F: 3 clusters Score -708445.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -708570.125000 Penalty: 2648.316162
	Iteration 21Q: 3 clusters Score -708570.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -708687.812500 Penalty: 2648.316162
	Iteration 22Q: 3 clusters Score -708687.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -708791.625000 Penalty: 2648.316162
	Iteration 23Q: 3 clusters Score -708791.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -708889.625000 Penalty: 2648.316162
	Iteration 24Q: 3 clusters Score -708889.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -708946.812500 Penalty: 2648.316162
	Iteration 25Q: 3 clusters Score -708946.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -709008.500000 Penalty: 2648.316162
	Iteration 26Q: 3 clusters Score -709008.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -709059.125000 Penalty: 2648.316162
	Iteration 27Q: 3 clusters Score -709059.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -709099.062500 Penalty: 2648.316162
	Iteration 28Q: 3 clusters Score -709099.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -709128.750000 Penalty: 2648.316162
	Iteration 29Q: 3 clusters Score -709128.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -709149.812500 Penalty: 2648.316162
	Iteration 30Q: 3 clusters Score -709149.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -709163.562500 Penalty: 2648.316162
	Iteration 31Q: 3 clusters Score -709163.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -709175.125000 Penalty: 2648.316162
	Iteration 32Q: 3 clusters Score -709175.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -709179.937500 Penalty: 2648.316162
	Iteration 33Q: 3 clusters Score -709179.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -709186.187500 Penalty: 2648.316162
	Iteration 34Q: 3 clusters Score -709186.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -709191.937500 Penalty: 2648.316162
	Iteration 35Q: 3 clusters Score -709191.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -709197.937500 Penalty: 2648.316162
	Iteration 36Q: 3 clusters Score -709197.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -709206.562500 Penalty: 2648.316162
	Iteration 37Q: 3 clusters Score -709206.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -709210.750000 Penalty: 2648.316162
	Iteration 38Q: 3 clusters Score -709210.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -709214.187500 Penalty: 2648.316162
	Iteration 39Q: 3 clusters Score -709214.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -709214.937500 Penalty: 2648.316162
	Iteration 40F: 3 clusters Score -709214.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -709215.562500 Penalty: 2648.316162
	Iteration 41Q: 3 clusters Score -709215.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -709215.562500 Penalty: 2648.316162
	Iteration 42F: 3 clusters Score -709215.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (20891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Entering Unmasked Estep 
Score: -2136611.250000 Penalty: 1480.124634
	Iteration 0F: 2 clusters Score -2136611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -2123008.750000 Penalty: 2960.249268
	Iteration 0F: 3 clusters Score -2123009 nChanged 9148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -2127891.250000 Penalty: 2960.249268
	Iteration 1F: 3 clusters Score -2127891 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -2128341.250000 Penalty: 2960.249268
	Iteration 2F: 3 clusters Score -2128341 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -2128740.000000 Penalty: 2960.249268
	Iteration 3F: 3 clusters Score -2128740 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -2129111.000000 Penalty: 2960.249268
	Iteration 4Q: 3 clusters Score -2129111 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -2129501.750000 Penalty: 2960.249268
	Iteration 5Q: 3 clusters Score -2129502 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -2129873.750000 Penalty: 2960.249268
	Iteration 6Q: 3 clusters Score -2129874 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -2130280.750000 Penalty: 2960.249268
	Iteration 7Q: 3 clusters Score -2130281 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -2130745.000000 Penalty: 2960.249268
	Iteration 8Q: 3 clusters Score -2130745 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -2131261.750000 Penalty: 2960.249268
	Iteration 9Q: 3 clusters Score -2131262 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -2131794.500000 Penalty: 2960.249268
	Iteration 10Q: 3 clusters Score -2131794 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -2132365.250000 Penalty: 2960.249268
	Iteration 11Q: 3 clusters Score -2132365 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -2133004.000000 Penalty: 2960.249268
	Iteration 12Q: 3 clusters Score -2133004 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -2133644.750000 Penalty: 2960.249268
	Iteration 13Q: 3 clusters Score -2133645 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -2134233.500000 Penalty: 2960.249268
	Iteration 14Q: 3 clusters Score -2134234 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -2134651.250000 Penalty: 2960.249268
	Iteration 15Q: 3 clusters Score -2134651 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -2134931.000000 Penalty: 2960.249268
	Iteration 16Q: 3 clusters Score -2134931 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -2135090.500000 Penalty: 2960.249268
	Iteration 17Q: 3 clusters Score -2135090 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -2135207.000000 Penalty: 2960.249268
	Iteration 18Q: 3 clusters Score -2135207 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -2135278.500000 Penalty: 2960.249268
	Iteration 19Q: 3 clusters Score -2135278 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -2135335.250000 Penalty: 2960.249268
	Iteration 20F: 3 clusters Score -2135335 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -2135366.250000 Penalty: 2960.249268
	Iteration 21Q: 3 clusters Score -2135366 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -2135408.250000 Penalty: 2960.249268
	Iteration 22Q: 3 clusters Score -2135408 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -2135427.750000 Penalty: 2960.249268
	Iteration 23Q: 3 clusters Score -2135428 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -2135444.500000 Penalty: 2960.249268
	Iteration 24Q: 3 clusters Score -2135444 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -2135460.000000 Penalty: 2960.249268
	Iteration 25Q: 3 clusters Score -2135460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -2135468.750000 Penalty: 2960.249268
	Iteration 26Q: 3 clusters Score -2135469 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -2135475.750000 Penalty: 2960.249268
	Iteration 27Q: 3 clusters Score -2135476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -2135481.000000 Penalty: 2960.249268
	Iteration 28Q: 3 clusters Score -2135481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -2135482.750000 Penalty: 2960.249268
	Iteration 29Q: 3 clusters Score -2135483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -2135480.000000 Penalty: 2960.249268
	Iteration 30Q: 3 clusters Score -2135480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -2135486.500000 Penalty: 2960.249268
	Iteration 31Q: 3 clusters Score -2135486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -2135491.750000 Penalty: 2960.249268
	Iteration 32Q: 3 clusters Score -2135492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
Score: -2135497.250000 Penalty: 2960.249268
	Iteration 33Q: 3 clusters Score -2135497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -2135499.000000 Penalty: 2960.249268
	Iteration 34Q: 3 clusters Score -2135499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -2135503.500000 Penalty: 2960.249268
	Iteration 35Q: 3 clusters Score -2135504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -2135509.500000 Penalty: 2960.249268
	Iteration 36Q: 3 clusters Score -2135510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -2135516.500000 Penalty: 2960.249268
	Iteration 37Q: 3 clusters Score -2135516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -2135519.250000 Penalty: 2960.249268
	Iteration 38Q: 3 clusters Score -2135519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -2135518.750000 Penalty: 2960.249268
	Iteration 39Q: 3 clusters Score -2135519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -2135518.750000 Penalty: 2960.249268
	Iteration 40F: 3 clusters Score -2135519 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Entering Unmasked Estep 
Score: -974480.812500 Penalty: 1365.366943
	Iteration 0F: 2 clusters Score -974480.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -967964.437500 Penalty: 2730.733887
	Iteration 0F: 3 clusters Score -967964.4 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -970156.875000 Penalty: 2730.733887
	Iteration 1F: 3 clusters Score -970156.9 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -970427.875000 Penalty: 2730.733887
	Iteration 2F: 3 clusters Score -970427.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -970630.312500 Penalty: 2730.733887
	Iteration 3Q: 3 clusters Score -970630.3 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -970817.125000 Penalty: 2730.733887
	Iteration 4Q: 3 clusters Score -970817.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -970985.187500 Penalty: 2730.733887
	Iteration 5Q: 3 clusters Score -970985.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -971138.812500 Penalty: 2730.733887
	Iteration 6Q: 3 clusters Score -971138.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -971320.125000 Penalty: 2730.733887
	Iteration 7Q: 3 clusters Score -971320.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -971491.625000 Penalty: 2730.733887
	Iteration 8Q: 3 clusters Score -971491.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -971628.125000 Penalty: 2730.733887
	Iteration 9Q: 3 clusters Score -971628.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -971740.312500 Penalty: 2730.733887
	Iteration 10Q: 3 clusters Score -971740.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -971856.250000 Penalty: 2730.733887
	Iteration 11Q: 3 clusters Score -971856.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -971985.375000 Penalty: 2730.733887
	Iteration 12Q: 3 clusters Score -971985.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -972087.375000 Penalty: 2730.733887
	Iteration 13Q: 3 clusters Score -972087.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -972167.312500 Penalty: 2730.733887
	Iteration 14Q: 3 clusters Score -972167.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -972232.750000 Penalty: 2730.733887
	Iteration 15Q: 3 clusters Score -972232.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -972301.812500 Penalty: 2730.733887
	Iteration 16Q: 3 clusters Score -972301.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -972365.250000 Penalty: 2730.733887
	Iteration 17Q: 3 clusters Score -972365.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -972414.062500 Penalty: 2730.733887
	Iteration 18Q: 3 clusters Score -972414.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -972468.062500 Penalty: 2730.733887
	Iteration 19Q: 3 clusters Score -972468.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -972522.937500 Penalty: 2730.733887
	Iteration 20F: 3 clusters Score -972522.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -972574.437500 Penalty: 2730.733887
	Iteration 21Q: 3 clusters Score -972574.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -972624.937500 Penalty: 2730.733887
	Iteration 22Q: 3 clusters Score -972624.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -972674.312500 Penalty: 2730.733887
	Iteration 23Q: 3 clusters Score -972674.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -972720.625000 Penalty: 2730.733887
	Iteration 24Q: 3 clusters Score -972720.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -972775.375000 Penalty: 2730.733887
	Iteration 25Q: 3 clusters Score -972775.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -972818.312500 Penalty: 2730.733887
	Iteration 26Q: 3 clusters Score -972818.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -972862.500000 Penalty: 2730.733887
	Iteration 27Q: 3 clusters Score -972862.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -972895.562500 Penalty: 2730.733887
	Iteration 28Q: 3 clusters Score -972895.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -972917.687500 Penalty: 2730.733887
	Iteration 29Q: 3 clusters Score -972917.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -972934.375000 Penalty: 2730.733887
	Iteration 30Q: 3 clusters Score -972934.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -972954.500000 Penalty: 2730.733887
	Iteration 31Q: 3 clusters Score -972954.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -972978.000000 Penalty: 2730.733887
	Iteration 32Q: 3 clusters Score -972978 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -972995.625000 Penalty: 2730.733887
	Iteration 33Q: 3 clusters Score -972995.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -973006.312500 Penalty: 2730.733887
	Iteration 34Q: 3 clusters Score -973006.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -973016.500000 Penalty: 2730.733887
	Iteration 35Q: 3 clusters Score -973016.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -973024.500000 Penalty: 2730.733887
	Iteration 36Q: 3 clusters Score -973024.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -973037.812500 Penalty: 2730.733887
	Iteration 37Q: 3 clusters Score -973037.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -973045.187500 Penalty: 2730.733887
	Iteration 38Q: 3 clusters Score -973045.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -973049.250000 Penalty: 2730.733887
	Iteration 39Q: 3 clusters Score -973049.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -973062.875000 Penalty: 2730.733887
	Iteration 40F: 3 clusters Score -973062.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -973073.625000 Penalty: 2730.733887
	Iteration 41Q: 3 clusters Score -973073.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -973087.562500 Penalty: 2730.733887
	Iteration 42Q: 3 clusters Score -973087.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -973096.937500 Penalty: 2730.733887
	Iteration 43Q: 3 clusters Score -973096.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -973109.250000 Penalty: 2730.733887
	Iteration 44Q: 3 clusters Score -973109.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -973122.312500 Penalty: 2730.733887
	Iteration 45Q: 3 clusters Score -973122.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -973137.500000 Penalty: 2730.733887
	Iteration 46Q: 3 clusters Score -973137.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -973148.937500 Penalty: 2730.733887
	Iteration 47Q: 3 clusters Score -973148.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -973166.187500 Penalty: 2730.733887
	Iteration 48Q: 3 clusters Score -973166.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -973178.062500 Penalty: 2730.733887
	Iteration 49Q: 3 clusters Score -973178.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -973195.750000 Penalty: 2730.733887
	Iteration 50Q: 3 clusters Score -973195.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -973211.187500 Penalty: 2730.733887
	Iteration 51Q: 3 clusters Score -973211.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -973224.750000 Penalty: 2730.733887
	Iteration 52Q: 3 clusters Score -973224.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -973241.625000 Penalty: 2730.733887
	Iteration 53Q: 3 clusters Score -973241.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -973263.312500 Penalty: 2730.733887
	Iteration 54Q: 3 clusters Score -973263.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -973287.562500 Penalty: 2730.733887
	Iteration 55Q: 3 clusters Score -973287.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -973302.187500 Penalty: 2730.733887
	Iteration 56Q: 3 clusters Score -973302.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -973314.187500 Penalty: 2730.733887
	Iteration 57Q: 3 clusters Score -973314.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -973328.187500 Penalty: 2730.733887
	Iteration 58Q: 3 clusters Score -973328.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -973340.187500 Penalty: 2730.733887
	Iteration 59Q: 3 clusters Score -973340.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -973357.000000 Penalty: 2730.733887
	Iteration 60F: 3 clusters Score -973357 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -973369.625000 Penalty: 2730.733887
	Iteration 61Q: 3 clusters Score -973369.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -973377.187500 Penalty: 2730.733887
	Iteration 62Q: 3 clusters Score -973377.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -973388.500000 Penalty: 2730.733887
	Iteration 63Q: 3 clusters Score -973388.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -973396.562500 Penalty: 2730.733887
	Iteration 64Q: 3 clusters Score -973396.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -973409.125000 Penalty: 2730.733887
	Iteration 65Q: 3 clusters Score -973409.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -973415.375000 Penalty: 2730.733887
	Iteration 66Q: 3 clusters Score -973415.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -973418.750000 Penalty: 2730.733887
	Iteration 67Q: 3 clusters Score -973418.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -973426.500000 Penalty: 2730.733887
	Iteration 68Q: 3 clusters Score -973426.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -973431.562500 Penalty: 2730.733887
	Iteration 69Q: 3 clusters Score -973431.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -973434.062500 Penalty: 2730.733887
	Iteration 70Q: 3 clusters Score -973434.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -973437.000000 Penalty: 2730.733887
	Iteration 71Q: 3 clusters Score -973437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -973439.125000 Penalty: 2730.733887
	Iteration 72Q: 3 clusters Score -973439.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -973441.687500 Penalty: 2730.733887
	Iteration 73Q: 3 clusters Score -973441.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -973443.687500 Penalty: 2730.733887
	Iteration 74Q: 3 clusters Score -973443.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -973446.062500 Penalty: 2730.733887
	Iteration 75Q: 3 clusters Score -973446.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -973446.312500 Penalty: 2730.733887
	Iteration 76Q: 3 clusters Score -973446.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -973447.875000 Penalty: 2730.733887
	Iteration 77Q: 3 clusters Score -973447.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -973447.750000 Penalty: 2730.733887
	Iteration 78Q: 3 clusters Score -973447.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -973447.750000 Penalty: 2730.733887
	Iteration 79F: 3 clusters Score -973447.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (22532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22532 members 
Entering Unmasked Estep 
Score: -2282670.000000 Penalty: 1491.376587
	Iteration 0F: 2 clusters Score -2282670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -2268060.750000 Penalty: 2982.753174
	Iteration 0F: 3 clusters Score -2268061 nChanged 9908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -2273427.500000 Penalty: 2982.753174
	Iteration 1F: 3 clusters Score -2273428 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -2273874.250000 Penalty: 2982.753174
	Iteration 2F: 3 clusters Score -2273874 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -2274378.250000 Penalty: 2982.753174
	Iteration 3F: 3 clusters Score -2274378 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -2274972.750000 Penalty: 2982.753174
	Iteration 4F: 3 clusters Score -2274973 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -2275749.750000 Penalty: 2982.753174
	Iteration 5F: 3 clusters Score -2275750 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -2276696.500000 Penalty: 2982.753174
	Iteration 6F: 3 clusters Score -2276696 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -2277711.250000 Penalty: 2982.753174
	Iteration 7F: 3 clusters Score -2277711 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -2278670.750000 Penalty: 2982.753174
	Iteration 8F: 3 clusters Score -2278671 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -2279505.250000 Penalty: 2982.753174
	Iteration 9Q: 3 clusters Score -2279505 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -2280136.750000 Penalty: 2982.753174
	Iteration 10Q: 3 clusters Score -2280137 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -2280589.500000 Penalty: 2982.753174
	Iteration 11Q: 3 clusters Score -2280590 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -2280888.000000 Penalty: 2982.753174
	Iteration 12Q: 3 clusters Score -2280888 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -2281071.750000 Penalty: 2982.753174
	Iteration 13Q: 3 clusters Score -2281072 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -2281183.500000 Penalty: 2982.753174
	Iteration 14Q: 3 clusters Score -2281184 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2281265.500000 Penalty: 2982.753174
	Iteration 15Q: 3 clusters Score -2281266 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2281318.250000 Penalty: 2982.753174
	Iteration 16Q: 3 clusters Score -2281318 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2281368.500000 Penalty: 2982.753174
	Iteration 17Q: 3 clusters Score -2281368 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2281408.500000 Penalty: 2982.753174
	Iteration 18Q: 3 clusters Score -2281408 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2281448.750000 Penalty: 2982.753174
	Iteration 19Q: 3 clusters Score -2281449 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2281477.250000 Penalty: 2982.753174
	Iteration 20F: 3 clusters Score -2281477 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2281509.750000 Penalty: 2982.753174
	Iteration 21Q: 3 clusters Score -2281510 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2281537.500000 Penalty: 2982.753174
	Iteration 22Q: 3 clusters Score -2281538 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2281561.750000 Penalty: 2982.753174
	Iteration 23Q: 3 clusters Score -2281562 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2281577.750000 Penalty: 2982.753174
	Iteration 24Q: 3 clusters Score -2281578 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2281590.250000 Penalty: 2982.753174
	Iteration 25Q: 3 clusters Score -2281590 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2281609.500000 Penalty: 2982.753174
	Iteration 26Q: 3 clusters Score -2281610 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2281624.000000 Penalty: 2982.753174
	Iteration 27Q: 3 clusters Score -2281624 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2281633.250000 Penalty: 2982.753174
	Iteration 28Q: 3 clusters Score -2281633 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2281638.000000 Penalty: 2982.753174
	Iteration 29Q: 3 clusters Score -2281638 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2281648.000000 Penalty: 2982.753174
	Iteration 30Q: 3 clusters Score -2281648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2281650.250000 Penalty: 2982.753174
	Iteration 31Q: 3 clusters Score -2281650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2281646.750000 Penalty: 2982.753174
	Iteration 32Q: 3 clusters Score -2281647 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2281645.500000 Penalty: 2982.753174
	Iteration 33Q: 3 clusters Score -2281646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2281659.500000 Penalty: 2982.753174
	Iteration 34Q: 3 clusters Score -2281660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2281654.000000 Penalty: 2982.753174
	Iteration 35Q: 3 clusters Score -2281654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2281660.750000 Penalty: 2982.753174
	Iteration 36Q: 3 clusters Score -2281661 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2281660.750000 Penalty: 2982.753174
	Iteration 37Q: 3 clusters Score -2281661 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2281668.000000 Penalty: 2982.753174
	Iteration 38Q: 3 clusters Score -2281668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2281668.750000 Penalty: 2982.753174
	Iteration 39Q: 3 clusters Score -2281669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2281667.750000 Penalty: 2982.753174
	Iteration 40F: 3 clusters Score -2281668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2281673.750000 Penalty: 2982.753174
	Iteration 41Q: 3 clusters Score -2281674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2281669.250000 Penalty: 2982.753174
	Iteration 42Q: 3 clusters Score -2281669 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2281676.250000 Penalty: 2982.753174
	Iteration 43Q: 3 clusters Score -2281676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2281682.750000 Penalty: 2982.753174
	Iteration 44Q: 3 clusters Score -2281683 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2281684.000000 Penalty: 2982.753174
	Iteration 45Q: 3 clusters Score -2281684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2281685.000000 Penalty: 2982.753174
	Iteration 46Q: 3 clusters Score -2281685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2281692.750000 Penalty: 2982.753174
	Iteration 47Q: 3 clusters Score -2281693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2281690.250000 Penalty: 2982.753174
	Iteration 48Q: 3 clusters Score -2281690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2281694.000000 Penalty: 2982.753174
	Iteration 49Q: 3 clusters Score -2281694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2281694.750000 Penalty: 2982.753174
	Iteration 50Q: 3 clusters Score -2281695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2281698.250000 Penalty: 2982.753174
	Iteration 51Q: 3 clusters Score -2281698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2281701.750000 Penalty: 2982.753174
	Iteration 52Q: 3 clusters Score -2281702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2281706.250000 Penalty: 2982.753174
	Iteration 53Q: 3 clusters Score -2281706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2281703.500000 Penalty: 2982.753174
	Iteration 54Q: 3 clusters Score -2281704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2281702.250000 Penalty: 2982.753174
	Iteration 55Q: 3 clusters Score -2281702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2281701.500000 Penalty: 2982.753174
	Iteration 56Q: 3 clusters Score -2281702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2281702.000000 Penalty: 2982.753174
	Iteration 57Q: 3 clusters Score -2281702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21315 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2281703.000000 Penalty: 2982.753174
	Iteration 58Q: 3 clusters Score -2281703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2281704.500000 Penalty: 2982.753174
	Iteration 59Q: 3 clusters Score -2281704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2281704.500000 Penalty: 2982.753174
	Iteration 60F: 3 clusters Score -2281704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (14714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Entering Unmasked Estep 
Score: -1528450.875000 Penalty: 1427.967407
	Iteration 0F: 2 clusters Score -1528451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1518618.000000 Penalty: 2855.934814
	Iteration 0F: 3 clusters Score -1518618 nChanged 6365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1522117.000000 Penalty: 2855.934814
	Iteration 1F: 3 clusters Score -1522117 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1522504.875000 Penalty: 2855.934814
	Iteration 2F: 3 clusters Score -1522505 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1522829.375000 Penalty: 2855.934814
	Iteration 3F: 3 clusters Score -1522829 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1523181.375000 Penalty: 2855.934814
	Iteration 4Q: 3 clusters Score -1523181 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1523594.375000 Penalty: 2855.934814
	Iteration 5F: 3 clusters Score -1523594 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1524083.875000 Penalty: 2855.934814
	Iteration 6F: 3 clusters Score -1524084 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1524634.125000 Penalty: 2855.934814
	Iteration 7F: 3 clusters Score -1524634 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -1525239.375000 Penalty: 2855.934814
	Iteration 8F: 3 clusters Score -1525239 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -1525809.875000 Penalty: 2855.934814
	Iteration 9F: 3 clusters Score -1525810 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -1526278.500000 Penalty: 2855.934814
	Iteration 10Q: 3 clusters Score -1526278 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -1526663.750000 Penalty: 2855.934814
	Iteration 11Q: 3 clusters Score -1526664 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -1526896.250000 Penalty: 2855.934814
	Iteration 12Q: 3 clusters Score -1526896 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -1527050.625000 Penalty: 2855.934814
	Iteration 13Q: 3 clusters Score -1527051 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -1527150.375000 Penalty: 2855.934814
	Iteration 14Q: 3 clusters Score -1527150 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -1527224.250000 Penalty: 2855.934814
	Iteration 15Q: 3 clusters Score -1527224 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -1527272.250000 Penalty: 2855.934814
	Iteration 16Q: 3 clusters Score -1527272 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -1527309.500000 Penalty: 2855.934814
	Iteration 17Q: 3 clusters Score -1527310 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -1527331.375000 Penalty: 2855.934814
	Iteration 18Q: 3 clusters Score -1527331 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -1527355.250000 Penalty: 2855.934814
	Iteration 19Q: 3 clusters Score -1527355 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -1527371.625000 Penalty: 2855.934814
	Iteration 20F: 3 clusters Score -1527372 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -1527388.250000 Penalty: 2855.934814
	Iteration 21Q: 3 clusters Score -1527388 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -1527402.375000 Penalty: 2855.934814
	Iteration 22Q: 3 clusters Score -1527402 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -1527409.625000 Penalty: 2855.934814
	Iteration 23Q: 3 clusters Score -1527410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -1527414.375000 Penalty: 2855.934814
	Iteration 24Q: 3 clusters Score -1527414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -1527416.000000 Penalty: 2855.934814
	Iteration 25Q: 3 clusters Score -1527416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -1527418.250000 Penalty: 2855.934814
	Iteration 26Q: 3 clusters Score -1527418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -1527425.500000 Penalty: 2855.934814
	Iteration 27Q: 3 clusters Score -1527426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -1527427.375000 Penalty: 2855.934814
	Iteration 28Q: 3 clusters Score -1527427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -1527426.625000 Penalty: 2855.934814
	Iteration 29Q: 3 clusters Score -1527427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -1527427.000000 Penalty: 2855.934814
	Iteration 30Q: 3 clusters Score -1527427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -1527427.000000 Penalty: 2855.934814
	Iteration 31F: 3 clusters Score -1527427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Entering Unmasked Estep 
Score: -1030986.562500 Penalty: 1379.785522
	Iteration 0F: 2 clusters Score -1030987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1023827.750000 Penalty: 2759.571045
	Iteration 0F: 3 clusters Score -1023828 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1026218.437500 Penalty: 2759.571045
	Iteration 1F: 3 clusters Score -1026218 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1026519.250000 Penalty: 2759.571045
	Iteration 2F: 3 clusters Score -1026519 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1026747.812500 Penalty: 2759.571045
	Iteration 3Q: 3 clusters Score -1026748 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1026946.125000 Penalty: 2759.571045
	Iteration 4Q: 3 clusters Score -1026946 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1027125.562500 Penalty: 2759.571045
	Iteration 5Q: 3 clusters Score -1027126 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1027289.500000 Penalty: 2759.571045
	Iteration 6Q: 3 clusters Score -1027290 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1027456.000000 Penalty: 2759.571045
	Iteration 7Q: 3 clusters Score -1027456 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1027627.062500 Penalty: 2759.571045
	Iteration 8Q: 3 clusters Score -1027627 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1027834.812500 Penalty: 2759.571045
	Iteration 9Q: 3 clusters Score -1027835 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1028030.500000 Penalty: 2759.571045
	Iteration 10Q: 3 clusters Score -1028030 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1028238.375000 Penalty: 2759.571045
	Iteration 11Q: 3 clusters Score -1028238 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1028442.000000 Penalty: 2759.571045
	Iteration 12Q: 3 clusters Score -1028442 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1028649.312500 Penalty: 2759.571045
	Iteration 13Q: 3 clusters Score -1028649 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1028848.000000 Penalty: 2759.571045
	Iteration 14Q: 3 clusters Score -1028848 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1029059.187500 Penalty: 2759.571045
	Iteration 15Q: 3 clusters Score -1029059 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1029252.937500 Penalty: 2759.571045
	Iteration 16Q: 3 clusters Score -1029253 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1029440.687500 Penalty: 2759.571045
	Iteration 17Q: 3 clusters Score -1029441 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1029599.437500 Penalty: 2759.571045
	Iteration 18Q: 3 clusters Score -1029599 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1029723.125000 Penalty: 2759.571045
	Iteration 19Q: 3 clusters Score -1029723 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1029821.312500 Penalty: 2759.571045
	Iteration 20F: 3 clusters Score -1029821 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1029894.250000 Penalty: 2759.571045
	Iteration 21Q: 3 clusters Score -1029894 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1029968.437500 Penalty: 2759.571045
	Iteration 22Q: 3 clusters Score -1029968 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1030013.000000 Penalty: 2759.571045
	Iteration 23Q: 3 clusters Score -1030013 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1030052.937500 Penalty: 2759.571045
	Iteration 24Q: 3 clusters Score -1030053 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1030085.750000 Penalty: 2759.571045
	Iteration 25Q: 3 clusters Score -1030086 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1030115.500000 Penalty: 2759.571045
	Iteration 26Q: 3 clusters Score -1030116 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1030137.500000 Penalty: 2759.571045
	Iteration 27Q: 3 clusters Score -1030138 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1030154.812500 Penalty: 2759.571045
	Iteration 28Q: 3 clusters Score -1030155 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1030173.750000 Penalty: 2759.571045
	Iteration 29Q: 3 clusters Score -1030174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1030181.125000 Penalty: 2759.571045
	Iteration 30Q: 3 clusters Score -1030181 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1030191.187500 Penalty: 2759.571045
	Iteration 31Q: 3 clusters Score -1030191 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1030191.437500 Penalty: 2759.571045
	Iteration 32Q: 3 clusters Score -1030191 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1030199.000000 Penalty: 2759.571045
	Iteration 33Q: 3 clusters Score -1030199 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1030207.187500 Penalty: 2759.571045
	Iteration 34Q: 3 clusters Score -1030207 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1030213.000000 Penalty: 2759.571045
	Iteration 35Q: 3 clusters Score -1030213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1030217.687500 Penalty: 2759.571045
	Iteration 36Q: 3 clusters Score -1030218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1030218.375000 Penalty: 2759.571045
	Iteration 37Q: 3 clusters Score -1030218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1030220.375000 Penalty: 2759.571045
	Iteration 38Q: 3 clusters Score -1030220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1030222.937500 Penalty: 2759.571045
	Iteration 39Q: 3 clusters Score -1030223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1030224.062500 Penalty: 2759.571045
	Iteration 40F: 3 clusters Score -1030224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1030229.375000 Penalty: 2759.571045
	Iteration 41Q: 3 clusters Score -1030229 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1030236.437500 Penalty: 2759.571045
	Iteration 42Q: 3 clusters Score -1030236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1030241.750000 Penalty: 2759.571045
	Iteration 43Q: 3 clusters Score -1030242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1030246.125000 Penalty: 2759.571045
	Iteration 44Q: 3 clusters Score -1030246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1030248.625000 Penalty: 2759.571045
	Iteration 45Q: 3 clusters Score -1030249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1030251.000000 Penalty: 2759.571045
	Iteration 46Q: 3 clusters Score -1030251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1030251.125000 Penalty: 2759.571045
	Iteration 47Q: 3 clusters Score -1030251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1030252.062500 Penalty: 2759.571045
	Iteration 48Q: 3 clusters Score -1030252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1030251.500000 Penalty: 2759.571045
	Iteration 49Q: 3 clusters Score -1030252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1030252.875000 Penalty: 2759.571045
	Iteration 50Q: 3 clusters Score -1030253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1030252.062500 Penalty: 2759.571045
	Iteration 51Q: 3 clusters Score -1030252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1030253.125000 Penalty: 2759.571045
	Iteration 52Q: 3 clusters Score -1030253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1030253.125000 Penalty: 2759.571045
	Iteration 53F: 3 clusters Score -1030253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Entering Unmasked Estep 
Score: -371693.218750 Penalty: 1230.081787
	Iteration 0F: 2 clusters Score -371693.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -368656.218750 Penalty: 2460.163574
	Iteration 0F: 3 clusters Score -368656.2 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -369496.187500 Penalty: 2460.163574
	Iteration 1F: 3 clusters Score -369496.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -369708.218750 Penalty: 2460.163574
	Iteration 2F: 3 clusters Score -369708.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -369824.562500 Penalty: 2460.163574
	Iteration 3Q: 3 clusters Score -369824.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -369905.062500 Penalty: 2460.163574
	Iteration 4Q: 3 clusters Score -369905.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -369962.781250 Penalty: 2460.163574
	Iteration 5Q: 3 clusters Score -369962.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -370008.562500 Penalty: 2460.163574
	Iteration 6Q: 3 clusters Score -370008.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -370038.156250 Penalty: 2460.163574
	Iteration 7Q: 3 clusters Score -370038.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -370068.718750 Penalty: 2460.163574
	Iteration 8Q: 3 clusters Score -370068.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -370101.250000 Penalty: 2460.163574
	Iteration 9Q: 3 clusters Score -370101.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -370132.656250 Penalty: 2460.163574
	Iteration 10Q: 3 clusters Score -370132.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -370167.656250 Penalty: 2460.163574
	Iteration 11Q: 3 clusters Score -370167.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -370190.625000 Penalty: 2460.163574
	Iteration 12Q: 3 clusters Score -370190.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -370210.843750 Penalty: 2460.163574
	Iteration 13Q: 3 clusters Score -370210.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -370226.750000 Penalty: 2460.163574
	Iteration 14Q: 3 clusters Score -370226.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -370244.375000 Penalty: 2460.163574
	Iteration 15Q: 3 clusters Score -370244.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -370258.968750 Penalty: 2460.163574
	Iteration 16Q: 3 clusters Score -370259 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -370277.968750 Penalty: 2460.163574
	Iteration 17Q: 3 clusters Score -370278 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -370294.625000 Penalty: 2460.163574
	Iteration 18Q: 3 clusters Score -370294.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -370305.531250 Penalty: 2460.163574
	Iteration 19Q: 3 clusters Score -370305.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -370319.812500 Penalty: 2460.163574
	Iteration 20F: 3 clusters Score -370319.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -370333.656250 Penalty: 2460.163574
	Iteration 21Q: 3 clusters Score -370333.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -370347.875000 Penalty: 2460.163574
	Iteration 22Q: 3 clusters Score -370347.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -370359.218750 Penalty: 2460.163574
	Iteration 23Q: 3 clusters Score -370359.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -370365.656250 Penalty: 2460.163574
	Iteration 24Q: 3 clusters Score -370365.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -370376.031250 Penalty: 2460.163574
	Iteration 25Q: 3 clusters Score -370376 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -370387.875000 Penalty: 2460.163574
	Iteration 26Q: 3 clusters Score -370387.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -370398.343750 Penalty: 2460.163574
	Iteration 27Q: 3 clusters Score -370398.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -370410.187500 Penalty: 2460.163574
	Iteration 28Q: 3 clusters Score -370410.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -370424.468750 Penalty: 2460.163574
	Iteration 29Q: 3 clusters Score -370424.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -370441.062500 Penalty: 2460.163574
	Iteration 30Q: 3 clusters Score -370441.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -370449.093750 Penalty: 2460.163574
	Iteration 31Q: 3 clusters Score -370449.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -370456.937500 Penalty: 2460.163574
	Iteration 32Q: 3 clusters Score -370456.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -370471.687500 Penalty: 2460.163574
	Iteration 33Q: 3 clusters Score -370471.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -370482.562500 Penalty: 2460.163574
	Iteration 34Q: 3 clusters Score -370482.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -370489.000000 Penalty: 2460.163574
	Iteration 35Q: 3 clusters Score -370489 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -370494.093750 Penalty: 2460.163574
	Iteration 36Q: 3 clusters Score -370494.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -370502.187500 Penalty: 2460.163574
	Iteration 37Q: 3 clusters Score -370502.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -370509.187500 Penalty: 2460.163574
	Iteration 38Q: 3 clusters Score -370509.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -370517.968750 Penalty: 2460.163574
	Iteration 39Q: 3 clusters Score -370518 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -370530.343750 Penalty: 2460.163574
	Iteration 40F: 3 clusters Score -370530.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -370542.000000 Penalty: 2460.163574
	Iteration 41Q: 3 clusters Score -370542 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -370553.562500 Penalty: 2460.163574
	Iteration 42Q: 3 clusters Score -370553.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -370564.968750 Penalty: 2460.163574
	Iteration 43Q: 3 clusters Score -370565 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -370571.750000 Penalty: 2460.163574
	Iteration 44Q: 3 clusters Score -370571.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -370581.343750 Penalty: 2460.163574
	Iteration 45Q: 3 clusters Score -370581.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -370593.437500 Penalty: 2460.163574
	Iteration 46Q: 3 clusters Score -370593.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -370605.906250 Penalty: 2460.163574
	Iteration 47Q: 3 clusters Score -370605.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -370617.281250 Penalty: 2460.163574
	Iteration 48Q: 3 clusters Score -370617.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -370622.937500 Penalty: 2460.163574
	Iteration 49Q: 3 clusters Score -370622.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -370631.250000 Penalty: 2460.163574
	Iteration 50Q: 3 clusters Score -370631.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -370637.937500 Penalty: 2460.163574
	Iteration 51Q: 3 clusters Score -370637.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -370644.562500 Penalty: 2460.163574
	Iteration 52Q: 3 clusters Score -370644.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -370653.843750 Penalty: 2460.163574
	Iteration 53Q: 3 clusters Score -370653.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -370659.500000 Penalty: 2460.163574
	Iteration 54Q: 3 clusters Score -370659.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -370664.156250 Penalty: 2460.163574
	Iteration 55Q: 3 clusters Score -370664.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -370671.593750 Penalty: 2460.163574
	Iteration 56Q: 3 clusters Score -370671.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -370678.312500 Penalty: 2460.163574
	Iteration 57Q: 3 clusters Score -370678.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -370685.937500 Penalty: 2460.163574
	Iteration 58Q: 3 clusters Score -370685.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -370692.687500 Penalty: 2460.163574
	Iteration 59Q: 3 clusters Score -370692.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -370698.437500 Penalty: 2460.163574
	Iteration 60F: 3 clusters Score -370698.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -370703.812500 Penalty: 2460.163574
	Iteration 61Q: 3 clusters Score -370703.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -370708.937500 Penalty: 2460.163574
	Iteration 62Q: 3 clusters Score -370708.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -370714.500000 Penalty: 2460.163574
	Iteration 63Q: 3 clusters Score -370714.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -370716.625000 Penalty: 2460.163574
	Iteration 64Q: 3 clusters Score -370716.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -370718.968750 Penalty: 2460.163574
	Iteration 65Q: 3 clusters Score -370719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -370720.812500 Penalty: 2460.163574
	Iteration 66Q: 3 clusters Score -370720.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -370722.781250 Penalty: 2460.163574
	Iteration 67Q: 3 clusters Score -370722.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -370723.218750 Penalty: 2460.163574
	Iteration 68Q: 3 clusters Score -370723.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -370723.750000 Penalty: 2460.163574
	Iteration 69Q: 3 clusters Score -370723.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -370724.375000 Penalty: 2460.163574
	Iteration 70Q: 3 clusters Score -370724.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -370726.125000 Penalty: 2460.163574
	Iteration 71Q: 3 clusters Score -370726.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -370726.937500 Penalty: 2460.163574
	Iteration 72Q: 3 clusters Score -370726.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -370727.500000 Penalty: 2460.163574
	Iteration 73Q: 3 clusters Score -370727.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -370728.593750 Penalty: 2460.163574
	Iteration 74Q: 3 clusters Score -370728.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -370728.375000 Penalty: 2460.163574
	Iteration 75Q: 3 clusters Score -370728.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -370729.187500 Penalty: 2460.163574
	Iteration 76Q: 3 clusters Score -370729.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -370730.500000 Penalty: 2460.163574
	Iteration 77Q: 3 clusters Score -370730.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -370731.156250 Penalty: 2460.163574
	Iteration 78Q: 3 clusters Score -370731.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -370732.625000 Penalty: 2460.163574
	Iteration 79Q: 3 clusters Score -370732.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -370732.812500 Penalty: 2460.163574
	Iteration 80F: 3 clusters Score -370732.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -370732.437500 Penalty: 2460.163574
	Iteration 81Q: 3 clusters Score -370732.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -370732.875000 Penalty: 2460.163574
	Iteration 82Q: 3 clusters Score -370732.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -370733.437500 Penalty: 2460.163574
	Iteration 83Q: 3 clusters Score -370733.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -370733.656250 Penalty: 2460.163574
	Iteration 84Q: 3 clusters Score -370733.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -370734.843750 Penalty: 2460.163574
	Iteration 85Q: 3 clusters Score -370734.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -370735.750000 Penalty: 2460.163574
	Iteration 86Q: 3 clusters Score -370735.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -370736.937500 Penalty: 2460.163574
	Iteration 87Q: 3 clusters Score -370736.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -370738.375000 Penalty: 2460.163574
	Iteration 88Q: 3 clusters Score -370738.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -370738.718750 Penalty: 2460.163574
	Iteration 89Q: 3 clusters Score -370738.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -370738.781250 Penalty: 2460.163574
	Iteration 90Q: 3 clusters Score -370738.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -370740.531250 Penalty: 2460.163574
	Iteration 91Q: 3 clusters Score -370740.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -370742.250000 Penalty: 2460.163574
	Iteration 92Q: 3 clusters Score -370742.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -370746.406250 Penalty: 2460.163574
	Iteration 93Q: 3 clusters Score -370746.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -370750.406250 Penalty: 2460.163574
	Iteration 94Q: 3 clusters Score -370750.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -370755.656250 Penalty: 2460.163574
	Iteration 95Q: 3 clusters Score -370755.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -370764.281250 Penalty: 2460.163574
	Iteration 96Q: 3 clusters Score -370764.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -370773.781250 Penalty: 2460.163574
	Iteration 97Q: 3 clusters Score -370773.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -370781.281250 Penalty: 2460.163574
	Iteration 98Q: 3 clusters Score -370781.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -370784.531250 Penalty: 2460.163574
	Iteration 99Q: 3 clusters Score -370784.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -370789.875000 Penalty: 2460.163574
	Iteration 100F: 3 clusters Score -370789.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -370793.500000 Penalty: 2460.163574
	Iteration 101Q: 3 clusters Score -370793.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -370794.906250 Penalty: 2460.163574
	Iteration 102Q: 3 clusters Score -370794.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -370804.875000 Penalty: 2460.163574
	Iteration 103Q: 3 clusters Score -370804.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -370814.000000 Penalty: 2460.163574
	Iteration 104Q: 3 clusters Score -370814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -370823.093750 Penalty: 2460.163574
	Iteration 105Q: 3 clusters Score -370823.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -370833.656250 Penalty: 2460.163574
	Iteration 106Q: 3 clusters Score -370833.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -370838.250000 Penalty: 2460.163574
	Iteration 107Q: 3 clusters Score -370838.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -370846.093750 Penalty: 2460.163574
	Iteration 108Q: 3 clusters Score -370846.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -370854.375000 Penalty: 2460.163574
	Iteration 109Q: 3 clusters Score -370854.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -370860.875000 Penalty: 2460.163574
	Iteration 110Q: 3 clusters Score -370860.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -370868.250000 Penalty: 2460.163574
	Iteration 111Q: 3 clusters Score -370868.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -370878.343750 Penalty: 2460.163574
	Iteration 112Q: 3 clusters Score -370878.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -370889.375000 Penalty: 2460.163574
	Iteration 113Q: 3 clusters Score -370889.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -370899.093750 Penalty: 2460.163574
	Iteration 114Q: 3 clusters Score -370899.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -370903.812500 Penalty: 2460.163574
	Iteration 115Q: 3 clusters Score -370903.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -370907.343750 Penalty: 2460.163574
	Iteration 116Q: 3 clusters Score -370907.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -370909.500000 Penalty: 2460.163574
	Iteration 117Q: 3 clusters Score -370909.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -370912.656250 Penalty: 2460.163574
	Iteration 118Q: 3 clusters Score -370912.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -370913.687500 Penalty: 2460.163574
	Iteration 119Q: 3 clusters Score -370913.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -370916.625000 Penalty: 2460.163574
	Iteration 120F: 3 clusters Score -370916.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -370917.843750 Penalty: 2460.163574
	Iteration 121Q: 3 clusters Score -370917.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -370920.562500 Penalty: 2460.163574
	Iteration 122Q: 3 clusters Score -370920.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -370920.281250 Penalty: 2460.163574
	Iteration 123Q: 3 clusters Score -370920.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -370921.843750 Penalty: 2460.163574
	Iteration 124Q: 3 clusters Score -370921.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -370921.312500 Penalty: 2460.163574
	Iteration 125Q: 3 clusters Score -370921.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -370922.968750 Penalty: 2460.163574
	Iteration 126Q: 3 clusters Score -370923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -370922.968750 Penalty: 2460.163574
	Iteration 127F: 3 clusters Score -370923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (52878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52878 members 
Entering Unmasked Estep 
Score: -5293967.500000 Penalty: 1618.310547
	Iteration 0F: 2 clusters Score -5293968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 26523 members 
Entering Unmasked Estep 
Score: -5259630.500000 Penalty: 3236.621094
	Iteration 0F: 3 clusters Score -5259630 nChanged 24481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
Score: -5273286.000000 Penalty: 3236.621094
	Iteration 1F: 3 clusters Score -5273286 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25307 members 
Mstep: Class 2 contains 27571 members 
Entering Unmasked Estep 
Score: -5274156.000000 Penalty: 3236.621094
	Iteration 2Q: 3 clusters Score -5274156 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 28243 members 
Entering Unmasked Estep 
Score: -5275193.000000 Penalty: 3236.621094
	Iteration 3Q: 3 clusters Score -5275193 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 29139 members 
Entering Unmasked Estep 
Score: -5276331.000000 Penalty: 3236.621094
	Iteration 4Q: 3 clusters Score -5276331 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 30241 members 
Entering Unmasked Estep 
Score: -5277661.000000 Penalty: 3236.621094
	Iteration 5F: 3 clusters Score -5277661 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 31551 members 
Entering Unmasked Estep 
Score: -5279232.500000 Penalty: 3236.621094
	Iteration 6F: 3 clusters Score -5279232 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 33015 members 
Entering Unmasked Estep 
Score: -5281105.500000 Penalty: 3236.621094
	Iteration 7F: 3 clusters Score -5281106 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 34551 members 
Entering Unmasked Estep 
Score: -5283223.500000 Penalty: 3236.621094
	Iteration 8F: 3 clusters Score -5283224 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 35982 members 
Entering Unmasked Estep 
Score: -5285305.000000 Penalty: 3236.621094
	Iteration 9F: 3 clusters Score -5285305 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 37204 members 
Entering Unmasked Estep 
Score: -5286965.500000 Penalty: 3236.621094
	Iteration 10Q: 3 clusters Score -5286966 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 38198 members 
Entering Unmasked Estep 
Score: -5287925.500000 Penalty: 3236.621094
	Iteration 11Q: 3 clusters Score -5287926 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 39065 members 
Entering Unmasked Estep 
Score: -5288556.000000 Penalty: 3236.621094
	Iteration 12Q: 3 clusters Score -5288556 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 39857 members 
Entering Unmasked Estep 
Score: -5288985.000000 Penalty: 3236.621094
	Iteration 13Q: 3 clusters Score -5288985 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 40545 members 
Entering Unmasked Estep 
Score: -5289329.500000 Penalty: 3236.621094
	Iteration 14Q: 3 clusters Score -5289330 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 41200 members 
Entering Unmasked Estep 
Score: -5289591.000000 Penalty: 3236.621094
	Iteration 15Q: 3 clusters Score -5289591 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 41793 members 
Entering Unmasked Estep 
Score: -5289822.000000 Penalty: 3236.621094
	Iteration 16Q: 3 clusters Score -5289822 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 42359 members 
Entering Unmasked Estep 
Score: -5290034.000000 Penalty: 3236.621094
	Iteration 17Q: 3 clusters Score -5290034 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 42871 members 
Entering Unmasked Estep 
Score: -5290203.500000 Penalty: 3236.621094
	Iteration 18Q: 3 clusters Score -5290204 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 43361 members 
Entering Unmasked Estep 
Score: -5290351.000000 Penalty: 3236.621094
	Iteration 19Q: 3 clusters Score -5290351 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 43851 members 
Entering Unmasked Estep 
Score: -5290493.500000 Penalty: 3236.621094
	Iteration 20F: 3 clusters Score -5290494 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 44329 members 
Entering Unmasked Estep 
Score: -5290609.500000 Penalty: 3236.621094
	Iteration 21Q: 3 clusters Score -5290610 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 44824 members 
Entering Unmasked Estep 
Score: -5290763.000000 Penalty: 3236.621094
	Iteration 22Q: 3 clusters Score -5290763 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 45295 members 
Entering Unmasked Estep 
Score: -5290910.000000 Penalty: 3236.621094
	Iteration 23Q: 3 clusters Score -5290910 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 45741 members 
Entering Unmasked Estep 
Score: -5291038.000000 Penalty: 3236.621094
	Iteration 24Q: 3 clusters Score -5291038 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 46164 members 
Entering Unmasked Estep 
Score: -5291179.000000 Penalty: 3236.621094
	Iteration 25Q: 3 clusters Score -5291179 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 46598 members 
Entering Unmasked Estep 
Score: -5291332.500000 Penalty: 3236.621094
	Iteration 26Q: 3 clusters Score -5291332 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 47000 members 
Entering Unmasked Estep 
Score: -5291480.500000 Penalty: 3236.621094
	Iteration 27Q: 3 clusters Score -5291480 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 47401 members 
Entering Unmasked Estep 
Score: -5291637.500000 Penalty: 3236.621094
	Iteration 28Q: 3 clusters Score -5291638 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 47766 members 
Entering Unmasked Estep 
Score: -5291744.500000 Penalty: 3236.621094
	Iteration 29Q: 3 clusters Score -5291744 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 48088 members 
Entering Unmasked Estep 
Score: -5291852.000000 Penalty: 3236.621094
	Iteration 30Q: 3 clusters Score -5291852 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 48402 members 
Entering Unmasked Estep 
Score: -5291977.500000 Penalty: 3236.621094
	Iteration 31Q: 3 clusters Score -5291978 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 48735 members 
Entering Unmasked Estep 
Score: -5292110.000000 Penalty: 3236.621094
	Iteration 32Q: 3 clusters Score -5292110 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 49033 members 
Entering Unmasked Estep 
Score: -5292208.500000 Penalty: 3236.621094
	Iteration 33Q: 3 clusters Score -5292208 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 49308 members 
Entering Unmasked Estep 
Score: -5292303.000000 Penalty: 3236.621094
	Iteration 34Q: 3 clusters Score -5292303 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 49548 members 
Entering Unmasked Estep 
Score: -5292363.000000 Penalty: 3236.621094
	Iteration 35Q: 3 clusters Score -5292363 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 49774 members 
Entering Unmasked Estep 
Score: -5292458.500000 Penalty: 3236.621094
	Iteration 36Q: 3 clusters Score -5292458 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 49974 members 
Entering Unmasked Estep 
Score: -5292506.500000 Penalty: 3236.621094
	Iteration 37Q: 3 clusters Score -5292506 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 50158 members 
Entering Unmasked Estep 
Score: -5292573.000000 Penalty: 3236.621094
	Iteration 38Q: 3 clusters Score -5292573 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 50306 members 
Entering Unmasked Estep 
Score: -5292608.000000 Penalty: 3236.621094
	Iteration 39Q: 3 clusters Score -5292608 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 50430 members 
Entering Unmasked Estep 
Score: -5292651.000000 Penalty: 3236.621094
	Iteration 40F: 3 clusters Score -5292651 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 50536 members 
Entering Unmasked Estep 
Score: -5292700.500000 Penalty: 3236.621094
	Iteration 41Q: 3 clusters Score -5292700 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 50626 members 
Entering Unmasked Estep 
Score: -5292714.500000 Penalty: 3236.621094
	Iteration 42Q: 3 clusters Score -5292714 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 50713 members 
Entering Unmasked Estep 
Score: -5292742.000000 Penalty: 3236.621094
	Iteration 43Q: 3 clusters Score -5292742 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 50777 members 
Entering Unmasked Estep 
Score: -5292753.500000 Penalty: 3236.621094
	Iteration 44Q: 3 clusters Score -5292754 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 50842 members 
Entering Unmasked Estep 
Score: -5292777.500000 Penalty: 3236.621094
	Iteration 45Q: 3 clusters Score -5292778 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 50904 members 
Entering Unmasked Estep 
Score: -5292806.000000 Penalty: 3236.621094
	Iteration 46Q: 3 clusters Score -5292806 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 50959 members 
Entering Unmasked Estep 
Score: -5292831.500000 Penalty: 3236.621094
	Iteration 47Q: 3 clusters Score -5292832 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 51008 members 
Entering Unmasked Estep 
Score: -5292846.500000 Penalty: 3236.621094
	Iteration 48Q: 3 clusters Score -5292846 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 51052 members 
Entering Unmasked Estep 
Score: -5292849.000000 Penalty: 3236.621094
	Iteration 49Q: 3 clusters Score -5292849 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 51087 members 
Entering Unmasked Estep 
Score: -5292868.000000 Penalty: 3236.621094
	Iteration 50Q: 3 clusters Score -5292868 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 51117 members 
Entering Unmasked Estep 
Score: -5292867.500000 Penalty: 3236.621094
	Iteration 51Q: 3 clusters Score -5292868 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 51142 members 
Entering Unmasked Estep 
Score: -5292869.500000 Penalty: 3236.621094
	Iteration 52Q: 3 clusters Score -5292870 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 51166 members 
Entering Unmasked Estep 
Score: -5292880.000000 Penalty: 3236.621094
	Iteration 53Q: 3 clusters Score -5292880 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 51185 members 
Entering Unmasked Estep 
Score: -5292885.500000 Penalty: 3236.621094
	Iteration 54Q: 3 clusters Score -5292886 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 51205 members 
Entering Unmasked Estep 
Score: -5292885.000000 Penalty: 3236.621094
	Iteration 55Q: 3 clusters Score -5292885 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 51218 members 
Entering Unmasked Estep 
Score: -5292895.500000 Penalty: 3236.621094
	Iteration 56Q: 3 clusters Score -5292896 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 51230 members 
Entering Unmasked Estep 
Score: -5292894.000000 Penalty: 3236.621094
	Iteration 57Q: 3 clusters Score -5292894 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 51243 members 
Entering Unmasked Estep 
Score: -5292903.500000 Penalty: 3236.621094
	Iteration 58Q: 3 clusters Score -5292904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 51251 members 
Entering Unmasked Estep 
Score: -5292906.500000 Penalty: 3236.621094
	Iteration 59Q: 3 clusters Score -5292906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 51259 members 
Entering Unmasked Estep 
Score: -5292911.000000 Penalty: 3236.621094
	Iteration 60F: 3 clusters Score -5292911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 51266 members 
Entering Unmasked Estep 
Score: -5292911.000000 Penalty: 3236.621094
	Iteration 61Q: 3 clusters Score -5292911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 51269 members 
Entering Unmasked Estep 
Score: -5292914.000000 Penalty: 3236.621094
	Iteration 62Q: 3 clusters Score -5292914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 51275 members 
Entering Unmasked Estep 
Score: -5292915.500000 Penalty: 3236.621094
	Iteration 63Q: 3 clusters Score -5292916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 51283 members 
Entering Unmasked Estep 
Score: -5292914.500000 Penalty: 3236.621094
	Iteration 64Q: 3 clusters Score -5292914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 51289 members 
Entering Unmasked Estep 
Score: -5292916.000000 Penalty: 3236.621094
	Iteration 65Q: 3 clusters Score -5292916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 51298 members 
Entering Unmasked Estep 
Score: -5292923.500000 Penalty: 3236.621094
	Iteration 66Q: 3 clusters Score -5292924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 51309 members 
Entering Unmasked Estep 
Score: -5292933.500000 Penalty: 3236.621094
	Iteration 67Q: 3 clusters Score -5292934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 51315 members 
Entering Unmasked Estep 
Score: -5292926.000000 Penalty: 3236.621094
	Iteration 68Q: 3 clusters Score -5292926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 51317 members 
Entering Unmasked Estep 
Score: -5292931.000000 Penalty: 3236.621094
	Iteration 69Q: 3 clusters Score -5292931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 51321 members 
Entering Unmasked Estep 
Score: -5292930.500000 Penalty: 3236.621094
	Iteration 70Q: 3 clusters Score -5292930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 51326 members 
Entering Unmasked Estep 
Score: -5292930.000000 Penalty: 3236.621094
	Iteration 71Q: 3 clusters Score -5292930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 51329 members 
Entering Unmasked Estep 
Score: -5292930.000000 Penalty: 3236.621094
	Iteration 72Q: 3 clusters Score -5292930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 51332 members 
Entering Unmasked Estep 
Score: -5292936.000000 Penalty: 3236.621094
	Iteration 73Q: 3 clusters Score -5292936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 51335 members 
Entering Unmasked Estep 
Score: -5292936.000000 Penalty: 3236.621094
	Iteration 74Q: 3 clusters Score -5292936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 51340 members 
Entering Unmasked Estep 
Score: -5292935.000000 Penalty: 3236.621094
	Iteration 75Q: 3 clusters Score -5292935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 51343 members 
Entering Unmasked Estep 
Score: -5292938.500000 Penalty: 3236.621094
	Iteration 76Q: 3 clusters Score -5292938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 51346 members 
Entering Unmasked Estep 
Score: -5292940.500000 Penalty: 3236.621094
	Iteration 77Q: 3 clusters Score -5292940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 51350 members 
Entering Unmasked Estep 
Score: -5292936.500000 Penalty: 3236.621094
	Iteration 78Q: 3 clusters Score -5292936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 51350 members 
Entering Unmasked Estep 
Score: -5292936.500000 Penalty: 3236.621094
	Iteration 79F: 3 clusters Score -5292936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (201493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201493 members 
Entering Unmasked Estep 
Score: -20222790.000000 Penalty: 1817.370239
	Iteration 0F: 2 clusters Score -2.022279e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100684 members 
Mstep: Class 2 contains 100809 members 
Entering Unmasked Estep 
Score: -20088470.000000 Penalty: 3634.740479
	Iteration 0F: 3 clusters Score -2.008847e+07 nChanged 97150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100596 members 
Mstep: Class 2 contains 100897 members 
Entering Unmasked Estep 
Score: -20145582.000000 Penalty: 3634.740479
	Iteration 1F: 3 clusters Score -2.014558e+07 nChanged 6299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100385 members 
Mstep: Class 2 contains 101108 members 
Entering Unmasked Estep 
Score: -20146782.000000 Penalty: 3634.740479
	Iteration 2Q: 3 clusters Score -2.014678e+07 nChanged 6761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100082 members 
Mstep: Class 2 contains 101411 members 
Entering Unmasked Estep 
Score: -20148686.000000 Penalty: 3634.740479
	Iteration 3Q: 3 clusters Score -2.014869e+07 nChanged 7574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99434 members 
Mstep: Class 2 contains 102059 members 
Entering Unmasked Estep 
Score: -20151312.000000 Penalty: 3634.740479
	Iteration 4Q: 3 clusters Score -2.015131e+07 nChanged 8731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98455 members 
Mstep: Class 2 contains 103038 members 
Entering Unmasked Estep 
Score: -20154902.000000 Penalty: 3634.740479
	Iteration 5Q: 3 clusters Score -2.01549e+07 nChanged 9990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97015 members 
Mstep: Class 2 contains 104478 members 
Entering Unmasked Estep 
Score: -20159600.000000 Penalty: 3634.740479
	Iteration 6Q: 3 clusters Score -2.01596e+07 nChanged 10926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94779 members 
Mstep: Class 2 contains 106714 members 
Entering Unmasked Estep 
Score: -20165298.000000 Penalty: 3634.740479
	Iteration 7F: 3 clusters Score -2.01653e+07 nChanged 11790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91745 members 
Mstep: Class 2 contains 109748 members 
Entering Unmasked Estep 
Score: -20172208.000000 Penalty: 3634.740479
	Iteration 8F: 3 clusters Score -2.017221e+07 nChanged 11715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88324 members 
Mstep: Class 2 contains 113169 members 
Entering Unmasked Estep 
Score: -20179254.000000 Penalty: 3634.740479
	Iteration 9F: 3 clusters Score -2.017925e+07 nChanged 11041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85017 members 
Mstep: Class 2 contains 116476 members 
Entering Unmasked Estep 
Score: -20186262.000000 Penalty: 3634.740479
	Iteration 10F: 3 clusters Score -2.018626e+07 nChanged 9671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81874 members 
Mstep: Class 2 contains 119619 members 
Entering Unmasked Estep 
Score: -20192036.000000 Penalty: 3634.740479
	Iteration 11Q: 3 clusters Score -2.019204e+07 nChanged 7605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79333 members 
Mstep: Class 2 contains 122160 members 
Entering Unmasked Estep 
Score: -20195410.000000 Penalty: 3634.740479
	Iteration 12Q: 3 clusters Score -2.019541e+07 nChanged 5647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77188 members 
Mstep: Class 2 contains 124305 members 
Entering Unmasked Estep 
Score: -20197464.000000 Penalty: 3634.740479
	Iteration 13Q: 3 clusters Score -2.019746e+07 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75289 members 
Mstep: Class 2 contains 126204 members 
Entering Unmasked Estep 
Score: -20199052.000000 Penalty: 3634.740479
	Iteration 14Q: 3 clusters Score -2.019905e+07 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73468 members 
Mstep: Class 2 contains 128025 members 
Entering Unmasked Estep 
Score: -20200418.000000 Penalty: 3634.740479
	Iteration 15Q: 3 clusters Score -2.020042e+07 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71829 members 
Mstep: Class 2 contains 129664 members 
Entering Unmasked Estep 
Score: -20201582.000000 Penalty: 3634.740479
	Iteration 16Q: 3 clusters Score -2.020158e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70372 members 
Mstep: Class 2 contains 131121 members 
Entering Unmasked Estep 
Score: -20202894.000000 Penalty: 3634.740479
	Iteration 17Q: 3 clusters Score -2.020289e+07 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69092 members 
Mstep: Class 2 contains 132401 members 
Entering Unmasked Estep 
Score: -20204084.000000 Penalty: 3634.740479
	Iteration 18Q: 3 clusters Score -2.020408e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68038 members 
Mstep: Class 2 contains 133455 members 
Entering Unmasked Estep 
Score: -20205248.000000 Penalty: 3634.740479
	Iteration 19Q: 3 clusters Score -2.020525e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67327 members 
Mstep: Class 2 contains 134166 members 
Entering Unmasked Estep 
Score: -20206458.000000 Penalty: 3634.740479
	Iteration 20F: 3 clusters Score -2.020646e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66851 members 
Mstep: Class 2 contains 134642 members 
Entering Unmasked Estep 
Score: -20207212.000000 Penalty: 3634.740479
	Iteration 21Q: 3 clusters Score -2.020721e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66599 members 
Mstep: Class 2 contains 134894 members 
Entering Unmasked Estep 
Score: -20207984.000000 Penalty: 3634.740479
	Iteration 22Q: 3 clusters Score -2.020798e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66518 members 
Mstep: Class 2 contains 134975 members 
Entering Unmasked Estep 
Score: -20208482.000000 Penalty: 3634.740479
	Iteration 23Q: 3 clusters Score -2.020848e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66499 members 
Mstep: Class 2 contains 134994 members 
Entering Unmasked Estep 
Score: -20208896.000000 Penalty: 3634.740479
	Iteration 24Q: 3 clusters Score -2.02089e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66571 members 
Mstep: Class 2 contains 134922 members 
Entering Unmasked Estep 
Score: -20209280.000000 Penalty: 3634.740479
	Iteration 25Q: 3 clusters Score -2.020928e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66674 members 
Mstep: Class 2 contains 134819 members 
Entering Unmasked Estep 
Score: -20209516.000000 Penalty: 3634.740479
	Iteration 26Q: 3 clusters Score -2.020952e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66807 members 
Mstep: Class 2 contains 134686 members 
Entering Unmasked Estep 
Score: -20209716.000000 Penalty: 3634.740479
	Iteration 27Q: 3 clusters Score -2.020972e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66940 members 
Mstep: Class 2 contains 134553 members 
Entering Unmasked Estep 
Score: -20209814.000000 Penalty: 3634.740479
	Iteration 28Q: 3 clusters Score -2.020981e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67066 members 
Mstep: Class 2 contains 134427 members 
Entering Unmasked Estep 
Score: -20210006.000000 Penalty: 3634.740479
	Iteration 29Q: 3 clusters Score -2.021001e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67184 members 
Mstep: Class 2 contains 134309 members 
Entering Unmasked Estep 
Score: -20210050.000000 Penalty: 3634.740479
	Iteration 30Q: 3 clusters Score -2.021005e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67348 members 
Mstep: Class 2 contains 134145 members 
Entering Unmasked Estep 
Score: -20210176.000000 Penalty: 3634.740479
	Iteration 31Q: 3 clusters Score -2.021018e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67492 members 
Mstep: Class 2 contains 134001 members 
Entering Unmasked Estep 
Score: -20210204.000000 Penalty: 3634.740479
	Iteration 32Q: 3 clusters Score -2.02102e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67651 members 
Mstep: Class 2 contains 133842 members 
Entering Unmasked Estep 
Score: -20210244.000000 Penalty: 3634.740479
	Iteration 33Q: 3 clusters Score -2.021024e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67843 members 
Mstep: Class 2 contains 133650 members 
Entering Unmasked Estep 
Score: -20210262.000000 Penalty: 3634.740479
	Iteration 34Q: 3 clusters Score -2.021026e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68024 members 
Mstep: Class 2 contains 133469 members 
Entering Unmasked Estep 
Score: -20210252.000000 Penalty: 3634.740479
	Iteration 35Q: 3 clusters Score -2.021025e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68206 members 
Mstep: Class 2 contains 133287 members 
Entering Unmasked Estep 
Score: -20210326.000000 Penalty: 3634.740479
	Iteration 36Q: 3 clusters Score -2.021033e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68381 members 
Mstep: Class 2 contains 133112 members 
Entering Unmasked Estep 
Score: -20210390.000000 Penalty: 3634.740479
	Iteration 37Q: 3 clusters Score -2.021039e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68568 members 
Mstep: Class 2 contains 132925 members 
Entering Unmasked Estep 
Score: -20210392.000000 Penalty: 3634.740479
	Iteration 38Q: 3 clusters Score -2.021039e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68746 members 
Mstep: Class 2 contains 132747 members 
Entering Unmasked Estep 
Score: -20210416.000000 Penalty: 3634.740479
	Iteration 39Q: 3 clusters Score -2.021042e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68920 members 
Mstep: Class 2 contains 132573 members 
Entering Unmasked Estep 
Score: -20210494.000000 Penalty: 3634.740479
	Iteration 40F: 3 clusters Score -2.021049e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69102 members 
Mstep: Class 2 contains 132391 members 
Entering Unmasked Estep 
Score: -20210510.000000 Penalty: 3634.740479
	Iteration 41Q: 3 clusters Score -2.021051e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69289 members 
Mstep: Class 2 contains 132204 members 
Entering Unmasked Estep 
Score: -20210448.000000 Penalty: 3634.740479
	Iteration 42Q: 3 clusters Score -2.021045e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69470 members 
Mstep: Class 2 contains 132023 members 
Entering Unmasked Estep 
Score: -20210420.000000 Penalty: 3634.740479
	Iteration 43Q: 3 clusters Score -2.021042e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69672 members 
Mstep: Class 2 contains 131821 members 
Entering Unmasked Estep 
Score: -20210448.000000 Penalty: 3634.740479
	Iteration 44Q: 3 clusters Score -2.021045e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69847 members 
Mstep: Class 2 contains 131646 members 
Entering Unmasked Estep 
Score: -20210464.000000 Penalty: 3634.740479
	Iteration 45Q: 3 clusters Score -2.021046e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70035 members 
Mstep: Class 2 contains 131458 members 
Entering Unmasked Estep 
Score: -20210418.000000 Penalty: 3634.740479
	Iteration 46Q: 3 clusters Score -2.021042e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70191 members 
Mstep: Class 2 contains 131302 members 
Entering Unmasked Estep 
Score: -20210412.000000 Penalty: 3634.740479
	Iteration 47Q: 3 clusters Score -2.021041e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70343 members 
Mstep: Class 2 contains 131150 members 
Entering Unmasked Estep 
Score: -20210456.000000 Penalty: 3634.740479
	Iteration 48Q: 3 clusters Score -2.021046e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70483 members 
Mstep: Class 2 contains 131010 members 
Entering Unmasked Estep 
Score: -20210454.000000 Penalty: 3634.740479
	Iteration 49Q: 3 clusters Score -2.021045e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70629 members 
Mstep: Class 2 contains 130864 members 
Entering Unmasked Estep 
Score: -20210474.000000 Penalty: 3634.740479
	Iteration 50Q: 3 clusters Score -2.021047e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70748 members 
Mstep: Class 2 contains 130745 members 
Entering Unmasked Estep 
Score: -20210504.000000 Penalty: 3634.740479
	Iteration 51Q: 3 clusters Score -2.02105e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70845 members 
Mstep: Class 2 contains 130648 members 
Entering Unmasked Estep 
Score: -20210478.000000 Penalty: 3634.740479
	Iteration 52Q: 3 clusters Score -2.021048e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70945 members 
Mstep: Class 2 contains 130548 members 
Entering Unmasked Estep 
Score: -20210478.000000 Penalty: 3634.740479
	Iteration 53Q: 3 clusters Score -2.021048e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71062 members 
Mstep: Class 2 contains 130431 members 
Entering Unmasked Estep 
Score: -20210456.000000 Penalty: 3634.740479
	Iteration 54Q: 3 clusters Score -2.021046e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71173 members 
Mstep: Class 2 contains 130320 members 
Entering Unmasked Estep 
Score: -20210446.000000 Penalty: 3634.740479
	Iteration 55Q: 3 clusters Score -2.021045e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71283 members 
Mstep: Class 2 contains 130210 members 
Entering Unmasked Estep 
Score: -20210464.000000 Penalty: 3634.740479
	Iteration 56Q: 3 clusters Score -2.021046e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71391 members 
Mstep: Class 2 contains 130102 members 
Entering Unmasked Estep 
Score: -20210462.000000 Penalty: 3634.740479
	Iteration 57Q: 3 clusters Score -2.021046e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71493 members 
Mstep: Class 2 contains 130000 members 
Entering Unmasked Estep 
Score: -20210416.000000 Penalty: 3634.740479
	Iteration 58Q: 3 clusters Score -2.021042e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71600 members 
Mstep: Class 2 contains 129893 members 
Entering Unmasked Estep 
Score: -20210440.000000 Penalty: 3634.740479
	Iteration 59Q: 3 clusters Score -2.021044e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71724 members 
Mstep: Class 2 contains 129769 members 
Entering Unmasked Estep 
Score: -20210444.000000 Penalty: 3634.740479
	Iteration 60F: 3 clusters Score -2.021044e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71855 members 
Mstep: Class 2 contains 129638 members 
Entering Unmasked Estep 
Score: -20210472.000000 Penalty: 3634.740479
	Iteration 61Q: 3 clusters Score -2.021047e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72013 members 
Mstep: Class 2 contains 129480 members 
Entering Unmasked Estep 
Score: -20210466.000000 Penalty: 3634.740479
	Iteration 62Q: 3 clusters Score -2.021047e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72172 members 
Mstep: Class 2 contains 129321 members 
Entering Unmasked Estep 
Score: -20210444.000000 Penalty: 3634.740479
	Iteration 63Q: 3 clusters Score -2.021044e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72357 members 
Mstep: Class 2 contains 129136 members 
Entering Unmasked Estep 
Score: -20210466.000000 Penalty: 3634.740479
	Iteration 64Q: 3 clusters Score -2.021047e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72541 members 
Mstep: Class 2 contains 128952 members 
Entering Unmasked Estep 
Score: -20210432.000000 Penalty: 3634.740479
	Iteration 65Q: 3 clusters Score -2.021043e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72722 members 
Mstep: Class 2 contains 128771 members 
Entering Unmasked Estep 
Score: -20210470.000000 Penalty: 3634.740479
	Iteration 66Q: 3 clusters Score -2.021047e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72898 members 
Mstep: Class 2 contains 128595 members 
Entering Unmasked Estep 
Score: -20210514.000000 Penalty: 3634.740479
	Iteration 67Q: 3 clusters Score -2.021051e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73094 members 
Mstep: Class 2 contains 128399 members 
Entering Unmasked Estep 
Score: -20210524.000000 Penalty: 3634.740479
	Iteration 68Q: 3 clusters Score -2.021052e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73306 members 
Mstep: Class 2 contains 128187 members 
Entering Unmasked Estep 
Score: -20210530.000000 Penalty: 3634.740479
	Iteration 69Q: 3 clusters Score -2.021053e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73512 members 
Mstep: Class 2 contains 127981 members 
Entering Unmasked Estep 
Score: -20210552.000000 Penalty: 3634.740479
	Iteration 70Q: 3 clusters Score -2.021055e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73724 members 
Mstep: Class 2 contains 127769 members 
Entering Unmasked Estep 
Score: -20210594.000000 Penalty: 3634.740479
	Iteration 71Q: 3 clusters Score -2.021059e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73939 members 
Mstep: Class 2 contains 127554 members 
Entering Unmasked Estep 
Score: -20210610.000000 Penalty: 3634.740479
	Iteration 72Q: 3 clusters Score -2.021061e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74149 members 
Mstep: Class 2 contains 127344 members 
Entering Unmasked Estep 
Score: -20210600.000000 Penalty: 3634.740479
	Iteration 73Q: 3 clusters Score -2.02106e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74352 members 
Mstep: Class 2 contains 127141 members 
Entering Unmasked Estep 
Score: -20210674.000000 Penalty: 3634.740479
	Iteration 74Q: 3 clusters Score -2.021067e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74546 members 
Mstep: Class 2 contains 126947 members 
Entering Unmasked Estep 
Score: -20210690.000000 Penalty: 3634.740479
	Iteration 75Q: 3 clusters Score -2.021069e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74752 members 
Mstep: Class 2 contains 126741 members 
Entering Unmasked Estep 
Score: -20210706.000000 Penalty: 3634.740479
	Iteration 76Q: 3 clusters Score -2.021071e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74940 members 
Mstep: Class 2 contains 126553 members 
Entering Unmasked Estep 
Score: -20210682.000000 Penalty: 3634.740479
	Iteration 77Q: 3 clusters Score -2.021068e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75127 members 
Mstep: Class 2 contains 126366 members 
Entering Unmasked Estep 
Score: -20210702.000000 Penalty: 3634.740479
	Iteration 78Q: 3 clusters Score -2.02107e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75343 members 
Mstep: Class 2 contains 126150 members 
Entering Unmasked Estep 
Score: -20210722.000000 Penalty: 3634.740479
	Iteration 79Q: 3 clusters Score -2.021072e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75584 members 
Mstep: Class 2 contains 125909 members 
Entering Unmasked Estep 
Score: -20210740.000000 Penalty: 3634.740479
	Iteration 80F: 3 clusters Score -2.021074e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75826 members 
Mstep: Class 2 contains 125667 members 
Entering Unmasked Estep 
Score: -20210728.000000 Penalty: 3634.740479
	Iteration 81Q: 3 clusters Score -2.021073e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76057 members 
Mstep: Class 2 contains 125436 members 
Entering Unmasked Estep 
Score: -20210724.000000 Penalty: 3634.740479
	Iteration 82Q: 3 clusters Score -2.021072e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76296 members 
Mstep: Class 2 contains 125197 members 
Entering Unmasked Estep 
Score: -20210722.000000 Penalty: 3634.740479
	Iteration 83Q: 3 clusters Score -2.021072e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76516 members 
Mstep: Class 2 contains 124977 members 
Entering Unmasked Estep 
Score: -20210756.000000 Penalty: 3634.740479
	Iteration 84Q: 3 clusters Score -2.021076e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76727 members 
Mstep: Class 2 contains 124766 members 
Entering Unmasked Estep 
Score: -20210756.000000 Penalty: 3634.740479
	Iteration 85Q: 3 clusters Score -2.021076e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76922 members 
Mstep: Class 2 contains 124571 members 
Entering Unmasked Estep 
Score: -20210786.000000 Penalty: 3634.740479
	Iteration 86Q: 3 clusters Score -2.021079e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77110 members 
Mstep: Class 2 contains 124383 members 
Entering Unmasked Estep 
Score: -20210782.000000 Penalty: 3634.740479
	Iteration 87Q: 3 clusters Score -2.021078e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77301 members 
Mstep: Class 2 contains 124192 members 
Entering Unmasked Estep 
Score: -20210814.000000 Penalty: 3634.740479
	Iteration 88Q: 3 clusters Score -2.021081e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77489 members 
Mstep: Class 2 contains 124004 members 
Entering Unmasked Estep 
Score: -20210848.000000 Penalty: 3634.740479
	Iteration 89Q: 3 clusters Score -2.021085e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77668 members 
Mstep: Class 2 contains 123825 members 
Entering Unmasked Estep 
Score: -20210826.000000 Penalty: 3634.740479
	Iteration 90Q: 3 clusters Score -2.021083e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77838 members 
Mstep: Class 2 contains 123655 members 
Entering Unmasked Estep 
Score: -20210836.000000 Penalty: 3634.740479
	Iteration 91Q: 3 clusters Score -2.021084e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78008 members 
Mstep: Class 2 contains 123485 members 
Entering Unmasked Estep 
Score: -20210838.000000 Penalty: 3634.740479
	Iteration 92Q: 3 clusters Score -2.021084e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78166 members 
Mstep: Class 2 contains 123327 members 
Entering Unmasked Estep 
Score: -20210820.000000 Penalty: 3634.740479
	Iteration 93Q: 3 clusters Score -2.021082e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78324 members 
Mstep: Class 2 contains 123169 members 
Entering Unmasked Estep 
Score: -20210832.000000 Penalty: 3634.740479
	Iteration 94Q: 3 clusters Score -2.021083e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78468 members 
Mstep: Class 2 contains 123025 members 
Entering Unmasked Estep 
Score: -20210820.000000 Penalty: 3634.740479
	Iteration 95Q: 3 clusters Score -2.021082e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78619 members 
Mstep: Class 2 contains 122874 members 
Entering Unmasked Estep 
Score: -20210818.000000 Penalty: 3634.740479
	Iteration 96Q: 3 clusters Score -2.021082e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78755 members 
Mstep: Class 2 contains 122738 members 
Entering Unmasked Estep 
Score: -20210862.000000 Penalty: 3634.740479
	Iteration 97Q: 3 clusters Score -2.021086e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78898 members 
Mstep: Class 2 contains 122595 members 
Entering Unmasked Estep 
Score: -20210874.000000 Penalty: 3634.740479
	Iteration 98Q: 3 clusters Score -2.021087e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79053 members 
Mstep: Class 2 contains 122440 members 
Entering Unmasked Estep 
Score: -20210868.000000 Penalty: 3634.740479
	Iteration 99Q: 3 clusters Score -2.021087e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79208 members 
Mstep: Class 2 contains 122285 members 
Entering Unmasked Estep 
Score: -20210894.000000 Penalty: 3634.740479
	Iteration 100F: 3 clusters Score -2.021089e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79365 members 
Mstep: Class 2 contains 122128 members 
Entering Unmasked Estep 
Score: -20210892.000000 Penalty: 3634.740479
	Iteration 101Q: 3 clusters Score -2.021089e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79514 members 
Mstep: Class 2 contains 121979 members 
Entering Unmasked Estep 
Score: -20210894.000000 Penalty: 3634.740479
	Iteration 102Q: 3 clusters Score -2.021089e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79647 members 
Mstep: Class 2 contains 121846 members 
Entering Unmasked Estep 
Score: -20210900.000000 Penalty: 3634.740479
	Iteration 103Q: 3 clusters Score -2.02109e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79777 members 
Mstep: Class 2 contains 121716 members 
Entering Unmasked Estep 
Score: -20210878.000000 Penalty: 3634.740479
	Iteration 104Q: 3 clusters Score -2.021088e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79881 members 
Mstep: Class 2 contains 121612 members 
Entering Unmasked Estep 
Score: -20210882.000000 Penalty: 3634.740479
	Iteration 105Q: 3 clusters Score -2.021088e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80000 members 
Mstep: Class 2 contains 121493 members 
Entering Unmasked Estep 
Score: -20210882.000000 Penalty: 3634.740479
	Iteration 106Q: 3 clusters Score -2.021088e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80104 members 
Mstep: Class 2 contains 121389 members 
Entering Unmasked Estep 
Score: -20210850.000000 Penalty: 3634.740479
	Iteration 107Q: 3 clusters Score -2.021085e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80217 members 
Mstep: Class 2 contains 121276 members 
Entering Unmasked Estep 
Score: -20210870.000000 Penalty: 3634.740479
	Iteration 108Q: 3 clusters Score -2.021087e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80328 members 
Mstep: Class 2 contains 121165 members 
Entering Unmasked Estep 
Score: -20210918.000000 Penalty: 3634.740479
	Iteration 109Q: 3 clusters Score -2.021092e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80434 members 
Mstep: Class 2 contains 121059 members 
Entering Unmasked Estep 
Score: -20210924.000000 Penalty: 3634.740479
	Iteration 110Q: 3 clusters Score -2.021092e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80547 members 
Mstep: Class 2 contains 120946 members 
Entering Unmasked Estep 
Score: -20210948.000000 Penalty: 3634.740479
	Iteration 111Q: 3 clusters Score -2.021095e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80662 members 
Mstep: Class 2 contains 120831 members 
Entering Unmasked Estep 
Score: -20210898.000000 Penalty: 3634.740479
	Iteration 112Q: 3 clusters Score -2.02109e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80774 members 
Mstep: Class 2 contains 120719 members 
Entering Unmasked Estep 
Score: -20210902.000000 Penalty: 3634.740479
	Iteration 113Q: 3 clusters Score -2.02109e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80904 members 
Mstep: Class 2 contains 120589 members 
Entering Unmasked Estep 
Score: -20210904.000000 Penalty: 3634.740479
	Iteration 114Q: 3 clusters Score -2.02109e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81027 members 
Mstep: Class 2 contains 120466 members 
Entering Unmasked Estep 
Score: -20210902.000000 Penalty: 3634.740479
	Iteration 115Q: 3 clusters Score -2.02109e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81153 members 
Mstep: Class 2 contains 120340 members 
Entering Unmasked Estep 
Score: -20210914.000000 Penalty: 3634.740479
	Iteration 116Q: 3 clusters Score -2.021091e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81283 members 
Mstep: Class 2 contains 120210 members 
Entering Unmasked Estep 
Score: -20210910.000000 Penalty: 3634.740479
	Iteration 117Q: 3 clusters Score -2.021091e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81417 members 
Mstep: Class 2 contains 120076 members 
Entering Unmasked Estep 
Score: -20210898.000000 Penalty: 3634.740479
	Iteration 118Q: 3 clusters Score -2.02109e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81543 members 
Mstep: Class 2 contains 119950 members 
Entering Unmasked Estep 
Score: -20210938.000000 Penalty: 3634.740479
	Iteration 119Q: 3 clusters Score -2.021094e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81666 members 
Mstep: Class 2 contains 119827 members 
Entering Unmasked Estep 
Score: -20210930.000000 Penalty: 3634.740479
	Iteration 120F: 3 clusters Score -2.021093e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81766 members 
Mstep: Class 2 contains 119727 members 
Entering Unmasked Estep 
Score: -20210930.000000 Penalty: 3634.740479
	Iteration 121Q: 3 clusters Score -2.021093e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81866 members 
Mstep: Class 2 contains 119627 members 
Entering Unmasked Estep 
Score: -20210904.000000 Penalty: 3634.740479
	Iteration 122Q: 3 clusters Score -2.02109e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81964 members 
Mstep: Class 2 contains 119529 members 
Entering Unmasked Estep 
Score: -20210922.000000 Penalty: 3634.740479
	Iteration 123Q: 3 clusters Score -2.021092e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82066 members 
Mstep: Class 2 contains 119427 members 
Entering Unmasked Estep 
Score: -20210936.000000 Penalty: 3634.740479
	Iteration 124Q: 3 clusters Score -2.021094e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82161 members 
Mstep: Class 2 contains 119332 members 
Entering Unmasked Estep 
Score: -20210972.000000 Penalty: 3634.740479
	Iteration 125Q: 3 clusters Score -2.021097e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82259 members 
Mstep: Class 2 contains 119234 members 
Entering Unmasked Estep 
Score: -20210970.000000 Penalty: 3634.740479
	Iteration 126Q: 3 clusters Score -2.021097e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82370 members 
Mstep: Class 2 contains 119123 members 
Entering Unmasked Estep 
Score: -20210988.000000 Penalty: 3634.740479
	Iteration 127Q: 3 clusters Score -2.021099e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82505 members 
Mstep: Class 2 contains 118988 members 
Entering Unmasked Estep 
Score: -20210960.000000 Penalty: 3634.740479
	Iteration 128Q: 3 clusters Score -2.021096e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82626 members 
Mstep: Class 2 contains 118867 members 
Entering Unmasked Estep 
Score: -20210958.000000 Penalty: 3634.740479
	Iteration 129Q: 3 clusters Score -2.021096e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82733 members 
Mstep: Class 2 contains 118760 members 
Entering Unmasked Estep 
Score: -20210968.000000 Penalty: 3634.740479
	Iteration 130Q: 3 clusters Score -2.021097e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82840 members 
Mstep: Class 2 contains 118653 members 
Entering Unmasked Estep 
Score: -20210988.000000 Penalty: 3634.740479
	Iteration 131Q: 3 clusters Score -2.021099e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82944 members 
Mstep: Class 2 contains 118549 members 
Entering Unmasked Estep 
Score: -20211004.000000 Penalty: 3634.740479
	Iteration 132Q: 3 clusters Score -2.0211e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83050 members 
Mstep: Class 2 contains 118443 members 
Entering Unmasked Estep 
Score: -20211010.000000 Penalty: 3634.740479
	Iteration 133Q: 3 clusters Score -2.021101e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83147 members 
Mstep: Class 2 contains 118346 members 
Entering Unmasked Estep 
Score: -20211006.000000 Penalty: 3634.740479
	Iteration 134Q: 3 clusters Score -2.021101e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83235 members 
Mstep: Class 2 contains 118258 members 
Entering Unmasked Estep 
Score: -20211004.000000 Penalty: 3634.740479
	Iteration 135Q: 3 clusters Score -2.0211e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83321 members 
Mstep: Class 2 contains 118172 members 
Entering Unmasked Estep 
Score: -20210998.000000 Penalty: 3634.740479
	Iteration 136Q: 3 clusters Score -2.0211e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83418 members 
Mstep: Class 2 contains 118075 members 
Entering Unmasked Estep 
Score: -20211014.000000 Penalty: 3634.740479
	Iteration 137Q: 3 clusters Score -2.021101e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83508 members 
Mstep: Class 2 contains 117985 members 
Entering Unmasked Estep 
Score: -20211038.000000 Penalty: 3634.740479
	Iteration 138Q: 3 clusters Score -2.021104e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83599 members 
Mstep: Class 2 contains 117894 members 
Entering Unmasked Estep 
Score: -20211026.000000 Penalty: 3634.740479
	Iteration 139Q: 3 clusters Score -2.021103e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83694 members 
Mstep: Class 2 contains 117799 members 
Entering Unmasked Estep 
Score: -20211030.000000 Penalty: 3634.740479
	Iteration 140F: 3 clusters Score -2.021103e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83793 members 
Mstep: Class 2 contains 117700 members 
Entering Unmasked Estep 
Score: -20211028.000000 Penalty: 3634.740479
	Iteration 141Q: 3 clusters Score -2.021103e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83912 members 
Mstep: Class 2 contains 117581 members 
Entering Unmasked Estep 
Score: -20211030.000000 Penalty: 3634.740479
	Iteration 142Q: 3 clusters Score -2.021103e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84046 members 
Mstep: Class 2 contains 117447 members 
Entering Unmasked Estep 
Score: -20211010.000000 Penalty: 3634.740479
	Iteration 143Q: 3 clusters Score -2.021101e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84179 members 
Mstep: Class 2 contains 117314 members 
Entering Unmasked Estep 
Score: -20211040.000000 Penalty: 3634.740479
	Iteration 144Q: 3 clusters Score -2.021104e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84298 members 
Mstep: Class 2 contains 117195 members 
Entering Unmasked Estep 
Score: -20211064.000000 Penalty: 3634.740479
	Iteration 145Q: 3 clusters Score -2.021106e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84419 members 
Mstep: Class 2 contains 117074 members 
Entering Unmasked Estep 
Score: -20211074.000000 Penalty: 3634.740479
	Iteration 146Q: 3 clusters Score -2.021107e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84538 members 
Mstep: Class 2 contains 116955 members 
Entering Unmasked Estep 
Score: -20211062.000000 Penalty: 3634.740479
	Iteration 147Q: 3 clusters Score -2.021106e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84661 members 
Mstep: Class 2 contains 116832 members 
Entering Unmasked Estep 
Score: -20211074.000000 Penalty: 3634.740479
	Iteration 148Q: 3 clusters Score -2.021107e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84808 members 
Mstep: Class 2 contains 116685 members 
Entering Unmasked Estep 
Score: -20211066.000000 Penalty: 3634.740479
	Iteration 149Q: 3 clusters Score -2.021107e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84956 members 
Mstep: Class 2 contains 116537 members 
Entering Unmasked Estep 
Score: -20211056.000000 Penalty: 3634.740479
	Iteration 150Q: 3 clusters Score -2.021106e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85105 members 
Mstep: Class 2 contains 116388 members 
Entering Unmasked Estep 
Score: -20211100.000000 Penalty: 3634.740479
	Iteration 151Q: 3 clusters Score -2.02111e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85287 members 
Mstep: Class 2 contains 116206 members 
Entering Unmasked Estep 
Score: -20211076.000000 Penalty: 3634.740479
	Iteration 152Q: 3 clusters Score -2.021108e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85442 members 
Mstep: Class 2 contains 116051 members 
Entering Unmasked Estep 
Score: -20211050.000000 Penalty: 3634.740479
	Iteration 153Q: 3 clusters Score -2.021105e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85603 members 
Mstep: Class 2 contains 115890 members 
Entering Unmasked Estep 
Score: -20211084.000000 Penalty: 3634.740479
	Iteration 154Q: 3 clusters Score -2.021108e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85750 members 
Mstep: Class 2 contains 115743 members 
Entering Unmasked Estep 
Score: -20211094.000000 Penalty: 3634.740479
	Iteration 155Q: 3 clusters Score -2.021109e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85897 members 
Mstep: Class 2 contains 115596 members 
Entering Unmasked Estep 
Score: -20211114.000000 Penalty: 3634.740479
	Iteration 156Q: 3 clusters Score -2.021111e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86062 members 
Mstep: Class 2 contains 115431 members 
Entering Unmasked Estep 
Score: -20211070.000000 Penalty: 3634.740479
	Iteration 157Q: 3 clusters Score -2.021107e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86252 members 
Mstep: Class 2 contains 115241 members 
Entering Unmasked Estep 
Score: -20211010.000000 Penalty: 3634.740479
	Iteration 158Q: 3 clusters Score -2.021101e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86464 members 
Mstep: Class 2 contains 115029 members 
Entering Unmasked Estep 
Score: -20211020.000000 Penalty: 3634.740479
	Iteration 159Q: 3 clusters Score -2.021102e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86672 members 
Mstep: Class 2 contains 114821 members 
Entering Unmasked Estep 
Score: -20211042.000000 Penalty: 3634.740479
	Iteration 160F: 3 clusters Score -2.021104e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86908 members 
Mstep: Class 2 contains 114585 members 
Entering Unmasked Estep 
Score: -20211042.000000 Penalty: 3634.740479
	Iteration 161Q: 3 clusters Score -2.021104e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87129 members 
Mstep: Class 2 contains 114364 members 
Entering Unmasked Estep 
Score: -20211038.000000 Penalty: 3634.740479
	Iteration 162Q: 3 clusters Score -2.021104e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87339 members 
Mstep: Class 2 contains 114154 members 
Entering Unmasked Estep 
Score: -20211032.000000 Penalty: 3634.740479
	Iteration 163Q: 3 clusters Score -2.021103e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87573 members 
Mstep: Class 2 contains 113920 members 
Entering Unmasked Estep 
Score: -20211036.000000 Penalty: 3634.740479
	Iteration 164Q: 3 clusters Score -2.021104e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87794 members 
Mstep: Class 2 contains 113699 members 
Entering Unmasked Estep 
Score: -20211032.000000 Penalty: 3634.740479
	Iteration 165Q: 3 clusters Score -2.021103e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88029 members 
Mstep: Class 2 contains 113464 members 
Entering Unmasked Estep 
Score: -20211044.000000 Penalty: 3634.740479
	Iteration 166Q: 3 clusters Score -2.021104e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88256 members 
Mstep: Class 2 contains 113237 members 
Entering Unmasked Estep 
Score: -20211020.000000 Penalty: 3634.740479
	Iteration 167Q: 3 clusters Score -2.021102e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88476 members 
Mstep: Class 2 contains 113017 members 
Entering Unmasked Estep 
Score: -20211028.000000 Penalty: 3634.740479
	Iteration 168Q: 3 clusters Score -2.021103e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88673 members 
Mstep: Class 2 contains 112820 members 
Entering Unmasked Estep 
Score: -20211042.000000 Penalty: 3634.740479
	Iteration 169Q: 3 clusters Score -2.021104e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88896 members 
Mstep: Class 2 contains 112597 members 
Entering Unmasked Estep 
Score: -20211030.000000 Penalty: 3634.740479
	Iteration 170Q: 3 clusters Score -2.021103e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89115 members 
Mstep: Class 2 contains 112378 members 
Entering Unmasked Estep 
Score: -20211040.000000 Penalty: 3634.740479
	Iteration 171Q: 3 clusters Score -2.021104e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89340 members 
Mstep: Class 2 contains 112153 members 
Entering Unmasked Estep 
Score: -20211034.000000 Penalty: 3634.740479
	Iteration 172Q: 3 clusters Score -2.021103e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89568 members 
Mstep: Class 2 contains 111925 members 
Entering Unmasked Estep 
Score: -20211052.000000 Penalty: 3634.740479
	Iteration 173Q: 3 clusters Score -2.021105e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89779 members 
Mstep: Class 2 contains 111714 members 
Entering Unmasked Estep 
Score: -20211078.000000 Penalty: 3634.740479
	Iteration 174Q: 3 clusters Score -2.021108e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89981 members 
Mstep: Class 2 contains 111512 members 
Entering Unmasked Estep 
Score: -20211016.000000 Penalty: 3634.740479
	Iteration 175Q: 3 clusters Score -2.021102e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90195 members 
Mstep: Class 2 contains 111298 members 
Entering Unmasked Estep 
Score: -20211018.000000 Penalty: 3634.740479
	Iteration 176Q: 3 clusters Score -2.021102e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90418 members 
Mstep: Class 2 contains 111075 members 
Entering Unmasked Estep 
Score: -20211036.000000 Penalty: 3634.740479
	Iteration 177Q: 3 clusters Score -2.021104e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90626 members 
Mstep: Class 2 contains 110867 members 
Entering Unmasked Estep 
Score: -20211108.000000 Penalty: 3634.740479
	Iteration 178Q: 3 clusters Score -2.021111e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90846 members 
Mstep: Class 2 contains 110647 members 
Entering Unmasked Estep 
Score: -20211104.000000 Penalty: 3634.740479
	Iteration 179Q: 3 clusters Score -2.02111e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91049 members 
Mstep: Class 2 contains 110444 members 
Entering Unmasked Estep 
Score: -20211096.000000 Penalty: 3634.740479
	Iteration 180F: 3 clusters Score -2.02111e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91238 members 
Mstep: Class 2 contains 110255 members 
Entering Unmasked Estep 
Score: -20211128.000000 Penalty: 3634.740479
	Iteration 181Q: 3 clusters Score -2.021113e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91433 members 
Mstep: Class 2 contains 110060 members 
Entering Unmasked Estep 
Score: -20211150.000000 Penalty: 3634.740479
	Iteration 182Q: 3 clusters Score -2.021115e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91619 members 
Mstep: Class 2 contains 109874 members 
Entering Unmasked Estep 
Score: -20211142.000000 Penalty: 3634.740479
	Iteration 183Q: 3 clusters Score -2.021114e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91797 members 
Mstep: Class 2 contains 109696 members 
Entering Unmasked Estep 
Score: -20211156.000000 Penalty: 3634.740479
	Iteration 184Q: 3 clusters Score -2.021116e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91981 members 
Mstep: Class 2 contains 109512 members 
Entering Unmasked Estep 
Score: -20211148.000000 Penalty: 3634.740479
	Iteration 185Q: 3 clusters Score -2.021115e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92152 members 
Mstep: Class 2 contains 109341 members 
Entering Unmasked Estep 
Score: -20211148.000000 Penalty: 3634.740479
	Iteration 186Q: 3 clusters Score -2.021115e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92330 members 
Mstep: Class 2 contains 109163 members 
Entering Unmasked Estep 
Score: -20211168.000000 Penalty: 3634.740479
	Iteration 187Q: 3 clusters Score -2.021117e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92500 members 
Mstep: Class 2 contains 108993 members 
Entering Unmasked Estep 
Score: -20211198.000000 Penalty: 3634.740479
	Iteration 188Q: 3 clusters Score -2.02112e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92664 members 
Mstep: Class 2 contains 108829 members 
Entering Unmasked Estep 
Score: -20211196.000000 Penalty: 3634.740479
	Iteration 189Q: 3 clusters Score -2.02112e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92828 members 
Mstep: Class 2 contains 108665 members 
Entering Unmasked Estep 
Score: -20211168.000000 Penalty: 3634.740479
	Iteration 190Q: 3 clusters Score -2.021117e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92992 members 
Mstep: Class 2 contains 108501 members 
Entering Unmasked Estep 
Score: -20211184.000000 Penalty: 3634.740479
	Iteration 191Q: 3 clusters Score -2.021118e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93159 members 
Mstep: Class 2 contains 108334 members 
Entering Unmasked Estep 
Score: -20211178.000000 Penalty: 3634.740479
	Iteration 192Q: 3 clusters Score -2.021118e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93334 members 
Mstep: Class 2 contains 108159 members 
Entering Unmasked Estep 
Score: -20211178.000000 Penalty: 3634.740479
	Iteration 193Q: 3 clusters Score -2.021118e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93512 members 
Mstep: Class 2 contains 107981 members 
Entering Unmasked Estep 
Score: -20211206.000000 Penalty: 3634.740479
	Iteration 194Q: 3 clusters Score -2.021121e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93698 members 
Mstep: Class 2 contains 107795 members 
Entering Unmasked Estep 
Score: -20211228.000000 Penalty: 3634.740479
	Iteration 195Q: 3 clusters Score -2.021123e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93897 members 
Mstep: Class 2 contains 107596 members 
Entering Unmasked Estep 
Score: -20211242.000000 Penalty: 3634.740479
	Iteration 196Q: 3 clusters Score -2.021124e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94078 members 
Mstep: Class 2 contains 107415 members 
Entering Unmasked Estep 
Score: -20211288.000000 Penalty: 3634.740479
	Iteration 197Q: 3 clusters Score -2.021129e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94257 members 
Mstep: Class 2 contains 107236 members 
Entering Unmasked Estep 
Score: -20211254.000000 Penalty: 3634.740479
	Iteration 198Q: 3 clusters Score -2.021125e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94440 members 
Mstep: Class 2 contains 107053 members 
Entering Unmasked Estep 
Score: -20211260.000000 Penalty: 3634.740479
	Iteration 199Q: 3 clusters Score -2.021126e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94614 members 
Mstep: Class 2 contains 106879 members 
Entering Unmasked Estep 
Score: -20211306.000000 Penalty: 3634.740479
	Iteration 200F: 3 clusters Score -2.021131e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94783 members 
Mstep: Class 2 contains 106710 members 
Entering Unmasked Estep 
Score: -20211264.000000 Penalty: 3634.740479
	Iteration 201Q: 3 clusters Score -2.021126e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94947 members 
Mstep: Class 2 contains 106546 members 
Entering Unmasked Estep 
Score: -20211264.000000 Penalty: 3634.740479
	Iteration 202Q: 3 clusters Score -2.021126e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95102 members 
Mstep: Class 2 contains 106391 members 
Entering Unmasked Estep 
Score: -20211260.000000 Penalty: 3634.740479
	Iteration 203Q: 3 clusters Score -2.021126e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95263 members 
Mstep: Class 2 contains 106230 members 
Entering Unmasked Estep 
Score: -20211310.000000 Penalty: 3634.740479
	Iteration 204Q: 3 clusters Score -2.021131e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95414 members 
Mstep: Class 2 contains 106079 members 
Entering Unmasked Estep 
Score: -20211298.000000 Penalty: 3634.740479
	Iteration 205Q: 3 clusters Score -2.02113e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95572 members 
Mstep: Class 2 contains 105921 members 
Entering Unmasked Estep 
Score: -20211238.000000 Penalty: 3634.740479
	Iteration 206Q: 3 clusters Score -2.021124e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95739 members 
Mstep: Class 2 contains 105754 members 
Entering Unmasked Estep 
Score: -20211260.000000 Penalty: 3634.740479
	Iteration 207Q: 3 clusters Score -2.021126e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95898 members 
Mstep: Class 2 contains 105595 members 
Entering Unmasked Estep 
Score: -20211236.000000 Penalty: 3634.740479
	Iteration 208Q: 3 clusters Score -2.021124e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96033 members 
Mstep: Class 2 contains 105460 members 
Entering Unmasked Estep 
Score: -20211220.000000 Penalty: 3634.740479
	Iteration 209Q: 3 clusters Score -2.021122e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96160 members 
Mstep: Class 2 contains 105333 members 
Entering Unmasked Estep 
Score: -20211242.000000 Penalty: 3634.740479
	Iteration 210Q: 3 clusters Score -2.021124e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96279 members 
Mstep: Class 2 contains 105214 members 
Entering Unmasked Estep 
Score: -20211262.000000 Penalty: 3634.740479
	Iteration 211Q: 3 clusters Score -2.021126e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96400 members 
Mstep: Class 2 contains 105093 members 
Entering Unmasked Estep 
Score: -20211246.000000 Penalty: 3634.740479
	Iteration 212Q: 3 clusters Score -2.021125e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96529 members 
Mstep: Class 2 contains 104964 members 
Entering Unmasked Estep 
Score: -20211240.000000 Penalty: 3634.740479
	Iteration 213Q: 3 clusters Score -2.021124e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96674 members 
Mstep: Class 2 contains 104819 members 
Entering Unmasked Estep 
Score: -20211254.000000 Penalty: 3634.740479
	Iteration 214Q: 3 clusters Score -2.021125e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96808 members 
Mstep: Class 2 contains 104685 members 
Entering Unmasked Estep 
Score: -20211248.000000 Penalty: 3634.740479
	Iteration 215Q: 3 clusters Score -2.021125e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96955 members 
Mstep: Class 2 contains 104538 members 
Entering Unmasked Estep 
Score: -20211214.000000 Penalty: 3634.740479
	Iteration 216Q: 3 clusters Score -2.021121e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97089 members 
Mstep: Class 2 contains 104404 members 
Entering Unmasked Estep 
Score: -20211196.000000 Penalty: 3634.740479
	Iteration 217Q: 3 clusters Score -2.02112e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97209 members 
Mstep: Class 2 contains 104284 members 
Entering Unmasked Estep 
Score: -20211186.000000 Penalty: 3634.740479
	Iteration 218Q: 3 clusters Score -2.021119e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97330 members 
Mstep: Class 2 contains 104163 members 
Entering Unmasked Estep 
Score: -20211210.000000 Penalty: 3634.740479
	Iteration 219Q: 3 clusters Score -2.021121e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97452 members 
Mstep: Class 2 contains 104041 members 
Entering Unmasked Estep 
Score: -20211206.000000 Penalty: 3634.740479
	Iteration 220F: 3 clusters Score -2.021121e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97576 members 
Mstep: Class 2 contains 103917 members 
Entering Unmasked Estep 
Score: -20211180.000000 Penalty: 3634.740479
	Iteration 221Q: 3 clusters Score -2.021118e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97699 members 
Mstep: Class 2 contains 103794 members 
Entering Unmasked Estep 
Score: -20211216.000000 Penalty: 3634.740479
	Iteration 222Q: 3 clusters Score -2.021122e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97804 members 
Mstep: Class 2 contains 103689 members 
Entering Unmasked Estep 
Score: -20211204.000000 Penalty: 3634.740479
	Iteration 223Q: 3 clusters Score -2.02112e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97897 members 
Mstep: Class 2 contains 103596 members 
Entering Unmasked Estep 
Score: -20211200.000000 Penalty: 3634.740479
	Iteration 224Q: 3 clusters Score -2.02112e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97975 members 
Mstep: Class 2 contains 103518 members 
Entering Unmasked Estep 
Score: -20211222.000000 Penalty: 3634.740479
	Iteration 225Q: 3 clusters Score -2.021122e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98072 members 
Mstep: Class 2 contains 103421 members 
Entering Unmasked Estep 
Score: -20211194.000000 Penalty: 3634.740479
	Iteration 226Q: 3 clusters Score -2.021119e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98173 members 
Mstep: Class 2 contains 103320 members 
Entering Unmasked Estep 
Score: -20211250.000000 Penalty: 3634.740479
	Iteration 227Q: 3 clusters Score -2.021125e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98304 members 
Mstep: Class 2 contains 103189 members 
Entering Unmasked Estep 
Score: -20211262.000000 Penalty: 3634.740479
	Iteration 228Q: 3 clusters Score -2.021126e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98404 members 
Mstep: Class 2 contains 103089 members 
Entering Unmasked Estep 
Score: -20211276.000000 Penalty: 3634.740479
	Iteration 229Q: 3 clusters Score -2.021128e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98504 members 
Mstep: Class 2 contains 102989 members 
Entering Unmasked Estep 
Score: -20211294.000000 Penalty: 3634.740479
	Iteration 230Q: 3 clusters Score -2.021129e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98594 members 
Mstep: Class 2 contains 102899 members 
Entering Unmasked Estep 
Score: -20211250.000000 Penalty: 3634.740479
	Iteration 231Q: 3 clusters Score -2.021125e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98691 members 
Mstep: Class 2 contains 102802 members 
Entering Unmasked Estep 
Score: -20211256.000000 Penalty: 3634.740479
	Iteration 232Q: 3 clusters Score -2.021126e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98792 members 
Mstep: Class 2 contains 102701 members 
Entering Unmasked Estep 
Score: -20211218.000000 Penalty: 3634.740479
	Iteration 233Q: 3 clusters Score -2.021122e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98893 members 
Mstep: Class 2 contains 102600 members 
Entering Unmasked Estep 
Score: -20211246.000000 Penalty: 3634.740479
	Iteration 234Q: 3 clusters Score -2.021125e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98979 members 
Mstep: Class 2 contains 102514 members 
Entering Unmasked Estep 
Score: -20211252.000000 Penalty: 3634.740479
	Iteration 235Q: 3 clusters Score -2.021125e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99066 members 
Mstep: Class 2 contains 102427 members 
Entering Unmasked Estep 
Score: -20211226.000000 Penalty: 3634.740479
	Iteration 236Q: 3 clusters Score -2.021123e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99156 members 
Mstep: Class 2 contains 102337 members 
Entering Unmasked Estep 
Score: -20211212.000000 Penalty: 3634.740479
	Iteration 237Q: 3 clusters Score -2.021121e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99244 members 
Mstep: Class 2 contains 102249 members 
Entering Unmasked Estep 
Score: -20211166.000000 Penalty: 3634.740479
	Iteration 238Q: 3 clusters Score -2.021117e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99330 members 
Mstep: Class 2 contains 102163 members 
Entering Unmasked Estep 
Score: -20211144.000000 Penalty: 3634.740479
	Iteration 239Q: 3 clusters Score -2.021114e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99403 members 
Mstep: Class 2 contains 102090 members 
Entering Unmasked Estep 
Score: -20211118.000000 Penalty: 3634.740479
	Iteration 240F: 3 clusters Score -2.021112e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99463 members 
Mstep: Class 2 contains 102030 members 
Entering Unmasked Estep 
Score: -20211114.000000 Penalty: 3634.740479
	Iteration 241Q: 3 clusters Score -2.021111e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99516 members 
Mstep: Class 2 contains 101977 members 
Entering Unmasked Estep 
Score: -20211104.000000 Penalty: 3634.740479
	Iteration 242Q: 3 clusters Score -2.02111e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99554 members 
Mstep: Class 2 contains 101939 members 
Entering Unmasked Estep 
Score: -20211108.000000 Penalty: 3634.740479
	Iteration 243Q: 3 clusters Score -2.021111e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99596 members 
Mstep: Class 2 contains 101897 members 
Entering Unmasked Estep 
Score: -20211130.000000 Penalty: 3634.740479
	Iteration 244Q: 3 clusters Score -2.021113e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99647 members 
Mstep: Class 2 contains 101846 members 
Entering Unmasked Estep 
Score: -20211140.000000 Penalty: 3634.740479
	Iteration 245Q: 3 clusters Score -2.021114e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99694 members 
Mstep: Class 2 contains 101799 members 
Entering Unmasked Estep 
Score: -20211152.000000 Penalty: 3634.740479
	Iteration 246Q: 3 clusters Score -2.021115e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99746 members 
Mstep: Class 2 contains 101747 members 
Entering Unmasked Estep 
Score: -20211136.000000 Penalty: 3634.740479
	Iteration 247Q: 3 clusters Score -2.021114e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99794 members 
Mstep: Class 2 contains 101699 members 
Entering Unmasked Estep 
Score: -20211134.000000 Penalty: 3634.740479
	Iteration 248Q: 3 clusters Score -2.021113e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99846 members 
Mstep: Class 2 contains 101647 members 
Entering Unmasked Estep 
Score: -20211148.000000 Penalty: 3634.740479
	Iteration 249Q: 3 clusters Score -2.021115e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99886 members 
Mstep: Class 2 contains 101607 members 
Entering Unmasked Estep 
Score: -20211132.000000 Penalty: 3634.740479
	Iteration 250Q: 3 clusters Score -2.021113e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99931 members 
Mstep: Class 2 contains 101562 members 
Entering Unmasked Estep 
Score: -20211130.000000 Penalty: 3634.740479
	Iteration 251Q: 3 clusters Score -2.021113e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99973 members 
Mstep: Class 2 contains 101520 members 
Entering Unmasked Estep 
Score: -20211134.000000 Penalty: 3634.740479
	Iteration 252Q: 3 clusters Score -2.021113e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100028 members 
Mstep: Class 2 contains 101465 members 
Entering Unmasked Estep 
Score: -20211154.000000 Penalty: 3634.740479
	Iteration 253Q: 3 clusters Score -2.021115e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100073 members 
Mstep: Class 2 contains 101420 members 
Entering Unmasked Estep 
Score: -20211166.000000 Penalty: 3634.740479
	Iteration 254Q: 3 clusters Score -2.021117e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100128 members 
Mstep: Class 2 contains 101365 members 
Entering Unmasked Estep 
Score: -20211164.000000 Penalty: 3634.740479
	Iteration 255Q: 3 clusters Score -2.021116e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100188 members 
Mstep: Class 2 contains 101305 members 
Entering Unmasked Estep 
Score: -20211152.000000 Penalty: 3634.740479
	Iteration 256Q: 3 clusters Score -2.021115e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100241 members 
Mstep: Class 2 contains 101252 members 
Entering Unmasked Estep 
Score: -20211180.000000 Penalty: 3634.740479
	Iteration 257Q: 3 clusters Score -2.021118e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100298 members 
Mstep: Class 2 contains 101195 members 
Entering Unmasked Estep 
Score: -20211164.000000 Penalty: 3634.740479
	Iteration 258Q: 3 clusters Score -2.021116e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100345 members 
Mstep: Class 2 contains 101148 members 
Entering Unmasked Estep 
Score: -20211158.000000 Penalty: 3634.740479
	Iteration 259Q: 3 clusters Score -2.021116e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100382 members 
Mstep: Class 2 contains 101111 members 
Entering Unmasked Estep 
Score: -20211164.000000 Penalty: 3634.740479
	Iteration 260F: 3 clusters Score -2.021116e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100424 members 
Mstep: Class 2 contains 101069 members 
Entering Unmasked Estep 
Score: -20211142.000000 Penalty: 3634.740479
	Iteration 261Q: 3 clusters Score -2.021114e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100472 members 
Mstep: Class 2 contains 101021 members 
Entering Unmasked Estep 
Score: -20211146.000000 Penalty: 3634.740479
	Iteration 262Q: 3 clusters Score -2.021115e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100509 members 
Mstep: Class 2 contains 100984 members 
Entering Unmasked Estep 
Score: -20211138.000000 Penalty: 3634.740479
	Iteration 263Q: 3 clusters Score -2.021114e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100545 members 
Mstep: Class 2 contains 100948 members 
Entering Unmasked Estep 
Score: -20211138.000000 Penalty: 3634.740479
	Iteration 264Q: 3 clusters Score -2.021114e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100586 members 
Mstep: Class 2 contains 100907 members 
Entering Unmasked Estep 
Score: -20211140.000000 Penalty: 3634.740479
	Iteration 265Q: 3 clusters Score -2.021114e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100629 members 
Mstep: Class 2 contains 100864 members 
Entering Unmasked Estep 
Score: -20211162.000000 Penalty: 3634.740479
	Iteration 266Q: 3 clusters Score -2.021116e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100660 members 
Mstep: Class 2 contains 100833 members 
Entering Unmasked Estep 
Score: -20211154.000000 Penalty: 3634.740479
	Iteration 267Q: 3 clusters Score -2.021115e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100687 members 
Mstep: Class 2 contains 100806 members 
Entering Unmasked Estep 
Score: -20211164.000000 Penalty: 3634.740479
	Iteration 268Q: 3 clusters Score -2.021116e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100712 members 
Mstep: Class 2 contains 100781 members 
Entering Unmasked Estep 
Score: -20211180.000000 Penalty: 3634.740479
	Iteration 269Q: 3 clusters Score -2.021118e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100736 members 
Mstep: Class 2 contains 100757 members 
Entering Unmasked Estep 
Score: -20211170.000000 Penalty: 3634.740479
	Iteration 270Q: 3 clusters Score -2.021117e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100762 members 
Mstep: Class 2 contains 100731 members 
Entering Unmasked Estep 
Score: -20211170.000000 Penalty: 3634.740479
	Iteration 271Q: 3 clusters Score -2.021117e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100792 members 
Mstep: Class 2 contains 100701 members 
Entering Unmasked Estep 
Score: -20211182.000000 Penalty: 3634.740479
	Iteration 272Q: 3 clusters Score -2.021118e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100816 members 
Mstep: Class 2 contains 100677 members 
Entering Unmasked Estep 
Score: -20211178.000000 Penalty: 3634.740479
	Iteration 273Q: 3 clusters Score -2.021118e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100845 members 
Mstep: Class 2 contains 100648 members 
Entering Unmasked Estep 
Score: -20211184.000000 Penalty: 3634.740479
	Iteration 274Q: 3 clusters Score -2.021118e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100867 members 
Mstep: Class 2 contains 100626 members 
Entering Unmasked Estep 
Score: -20211176.000000 Penalty: 3634.740479
	Iteration 275Q: 3 clusters Score -2.021118e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100892 members 
Mstep: Class 2 contains 100601 members 
Entering Unmasked Estep 
Score: -20211174.000000 Penalty: 3634.740479
	Iteration 276Q: 3 clusters Score -2.021117e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100916 members 
Mstep: Class 2 contains 100577 members 
Entering Unmasked Estep 
Score: -20211170.000000 Penalty: 3634.740479
	Iteration 277Q: 3 clusters Score -2.021117e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100940 members 
Mstep: Class 2 contains 100553 members 
Entering Unmasked Estep 
Score: -20211172.000000 Penalty: 3634.740479
	Iteration 278Q: 3 clusters Score -2.021117e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100965 members 
Mstep: Class 2 contains 100528 members 
Entering Unmasked Estep 
Score: -20211164.000000 Penalty: 3634.740479
	Iteration 279Q: 3 clusters Score -2.021116e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100996 members 
Mstep: Class 2 contains 100497 members 
Entering Unmasked Estep 
Score: -20211180.000000 Penalty: 3634.740479
	Iteration 280F: 3 clusters Score -2.021118e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101024 members 
Mstep: Class 2 contains 100469 members 
Entering Unmasked Estep 
Score: -20211198.000000 Penalty: 3634.740479
	Iteration 281Q: 3 clusters Score -2.02112e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101058 members 
Mstep: Class 2 contains 100435 members 
Entering Unmasked Estep 
Score: -20211198.000000 Penalty: 3634.740479
	Iteration 282Q: 3 clusters Score -2.02112e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101090 members 
Mstep: Class 2 contains 100403 members 
Entering Unmasked Estep 
Score: -20211206.000000 Penalty: 3634.740479
	Iteration 283Q: 3 clusters Score -2.021121e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101123 members 
Mstep: Class 2 contains 100370 members 
Entering Unmasked Estep 
Score: -20211198.000000 Penalty: 3634.740479
	Iteration 284Q: 3 clusters Score -2.02112e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101150 members 
Mstep: Class 2 contains 100343 members 
Entering Unmasked Estep 
Score: -20211212.000000 Penalty: 3634.740479
	Iteration 285Q: 3 clusters Score -2.021121e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101175 members 
Mstep: Class 2 contains 100318 members 
Entering Unmasked Estep 
Score: -20211208.000000 Penalty: 3634.740479
	Iteration 286Q: 3 clusters Score -2.021121e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101209 members 
Mstep: Class 2 contains 100284 members 
Entering Unmasked Estep 
Score: -20211172.000000 Penalty: 3634.740479
	Iteration 287Q: 3 clusters Score -2.021117e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101252 members 
Mstep: Class 2 contains 100241 members 
Entering Unmasked Estep 
Score: -20211156.000000 Penalty: 3634.740479
	Iteration 288Q: 3 clusters Score -2.021116e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101286 members 
Mstep: Class 2 contains 100207 members 
Entering Unmasked Estep 
Score: -20211144.000000 Penalty: 3634.740479
	Iteration 289Q: 3 clusters Score -2.021114e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101317 members 
Mstep: Class 2 contains 100176 members 
Entering Unmasked Estep 
Score: -20211158.000000 Penalty: 3634.740479
	Iteration 290Q: 3 clusters Score -2.021116e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101344 members 
Mstep: Class 2 contains 100149 members 
Entering Unmasked Estep 
Score: -20211158.000000 Penalty: 3634.740479
	Iteration 291Q: 3 clusters Score -2.021116e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101374 members 
Mstep: Class 2 contains 100119 members 
Entering Unmasked Estep 
Score: -20211164.000000 Penalty: 3634.740479
	Iteration 292Q: 3 clusters Score -2.021116e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101404 members 
Mstep: Class 2 contains 100089 members 
Entering Unmasked Estep 
Score: -20211170.000000 Penalty: 3634.740479
	Iteration 293Q: 3 clusters Score -2.021117e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101434 members 
Mstep: Class 2 contains 100059 members 
Entering Unmasked Estep 
Score: -20211162.000000 Penalty: 3634.740479
	Iteration 294Q: 3 clusters Score -2.021116e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101466 members 
Mstep: Class 2 contains 100027 members 
Entering Unmasked Estep 
Score: -20211146.000000 Penalty: 3634.740479
	Iteration 295Q: 3 clusters Score -2.021115e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101492 members 
Mstep: Class 2 contains 100001 members 
Entering Unmasked Estep 
Score: -20211142.000000 Penalty: 3634.740479
	Iteration 296Q: 3 clusters Score -2.021114e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101514 members 
Mstep: Class 2 contains 99979 members 
Entering Unmasked Estep 
Score: -20211154.000000 Penalty: 3634.740479
	Iteration 297Q: 3 clusters Score -2.021115e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101543 members 
Mstep: Class 2 contains 99950 members 
Entering Unmasked Estep 
Score: -20211152.000000 Penalty: 3634.740479
	Iteration 298Q: 3 clusters Score -2.021115e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101579 members 
Mstep: Class 2 contains 99914 members 
Entering Unmasked Estep 
Score: -20211160.000000 Penalty: 3634.740479
	Iteration 299Q: 3 clusters Score -2.021116e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101607 members 
Mstep: Class 2 contains 99886 members 
Entering Unmasked Estep 
Score: -20211138.000000 Penalty: 3634.740479
	Iteration 300F: 3 clusters Score -2.021114e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101631 members 
Mstep: Class 2 contains 99862 members 
Entering Unmasked Estep 
Score: -20211138.000000 Penalty: 3634.740479
	Iteration 301Q: 3 clusters Score -2.021114e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101661 members 
Mstep: Class 2 contains 99832 members 
Entering Unmasked Estep 
Score: -20211148.000000 Penalty: 3634.740479
	Iteration 302Q: 3 clusters Score -2.021115e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101688 members 
Mstep: Class 2 contains 99805 members 
Entering Unmasked Estep 
Score: -20211142.000000 Penalty: 3634.740479
	Iteration 303Q: 3 clusters Score -2.021114e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101714 members 
Mstep: Class 2 contains 99779 members 
Entering Unmasked Estep 
Score: -20211146.000000 Penalty: 3634.740479
	Iteration 304Q: 3 clusters Score -2.021115e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101742 members 
Mstep: Class 2 contains 99751 members 
Entering Unmasked Estep 
Score: -20211160.000000 Penalty: 3634.740479
	Iteration 305Q: 3 clusters Score -2.021116e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101761 members 
Mstep: Class 2 contains 99732 members 
Entering Unmasked Estep 
Score: -20211174.000000 Penalty: 3634.740479
	Iteration 306Q: 3 clusters Score -2.021117e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101774 members 
Mstep: Class 2 contains 99719 members 
Entering Unmasked Estep 
Score: -20211178.000000 Penalty: 3634.740479
	Iteration 307Q: 3 clusters Score -2.021118e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101785 members 
Mstep: Class 2 contains 99708 members 
Entering Unmasked Estep 
Score: -20211182.000000 Penalty: 3634.740479
	Iteration 308Q: 3 clusters Score -2.021118e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101799 members 
Mstep: Class 2 contains 99694 members 
Entering Unmasked Estep 
Score: -20211158.000000 Penalty: 3634.740479
	Iteration 309Q: 3 clusters Score -2.021116e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101804 members 
Mstep: Class 2 contains 99689 members 
Entering Unmasked Estep 
Score: -20211160.000000 Penalty: 3634.740479
	Iteration 310Q: 3 clusters Score -2.021116e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101817 members 
Mstep: Class 2 contains 99676 members 
Entering Unmasked Estep 
Score: -20211164.000000 Penalty: 3634.740479
	Iteration 311Q: 3 clusters Score -2.021116e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101834 members 
Mstep: Class 2 contains 99659 members 
Entering Unmasked Estep 
Score: -20211174.000000 Penalty: 3634.740479
	Iteration 312Q: 3 clusters Score -2.021117e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101847 members 
Mstep: Class 2 contains 99646 members 
Entering Unmasked Estep 
Score: -20211176.000000 Penalty: 3634.740479
	Iteration 313Q: 3 clusters Score -2.021118e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101864 members 
Mstep: Class 2 contains 99629 members 
Entering Unmasked Estep 
Score: -20211184.000000 Penalty: 3634.740479
	Iteration 314Q: 3 clusters Score -2.021118e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101880 members 
Mstep: Class 2 contains 99613 members 
Entering Unmasked Estep 
Score: -20211176.000000 Penalty: 3634.740479
	Iteration 315Q: 3 clusters Score -2.021118e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101893 members 
Mstep: Class 2 contains 99600 members 
Entering Unmasked Estep 
Score: -20211180.000000 Penalty: 3634.740479
	Iteration 316Q: 3 clusters Score -2.021118e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101913 members 
Mstep: Class 2 contains 99580 members 
Entering Unmasked Estep 
Score: -20211186.000000 Penalty: 3634.740479
	Iteration 317Q: 3 clusters Score -2.021119e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101930 members 
Mstep: Class 2 contains 99563 members 
Entering Unmasked Estep 
Score: -20211188.000000 Penalty: 3634.740479
	Iteration 318Q: 3 clusters Score -2.021119e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101946 members 
Mstep: Class 2 contains 99547 members 
Entering Unmasked Estep 
Score: -20211168.000000 Penalty: 3634.740479
	Iteration 319Q: 3 clusters Score -2.021117e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101957 members 
Mstep: Class 2 contains 99536 members 
Entering Unmasked Estep 
Score: -20211180.000000 Penalty: 3634.740479
	Iteration 320F: 3 clusters Score -2.021118e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101969 members 
Mstep: Class 2 contains 99524 members 
Entering Unmasked Estep 
Score: -20211178.000000 Penalty: 3634.740479
	Iteration 321Q: 3 clusters Score -2.021118e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101983 members 
Mstep: Class 2 contains 99510 members 
Entering Unmasked Estep 
Score: -20211174.000000 Penalty: 3634.740479
	Iteration 322Q: 3 clusters Score -2.021117e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101999 members 
Mstep: Class 2 contains 99494 members 
Entering Unmasked Estep 
Score: -20211176.000000 Penalty: 3634.740479
	Iteration 323Q: 3 clusters Score -2.021118e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102013 members 
Mstep: Class 2 contains 99480 members 
Entering Unmasked Estep 
Score: -20211160.000000 Penalty: 3634.740479
	Iteration 324Q: 3 clusters Score -2.021116e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102027 members 
Mstep: Class 2 contains 99466 members 
Entering Unmasked Estep 
Score: -20211170.000000 Penalty: 3634.740479
	Iteration 325Q: 3 clusters Score -2.021117e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102037 members 
Mstep: Class 2 contains 99456 members 
Entering Unmasked Estep 
Score: -20211174.000000 Penalty: 3634.740479
	Iteration 326Q: 3 clusters Score -2.021117e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102046 members 
Mstep: Class 2 contains 99447 members 
Entering Unmasked Estep 
Score: -20211180.000000 Penalty: 3634.740479
	Iteration 327Q: 3 clusters Score -2.021118e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102060 members 
Mstep: Class 2 contains 99433 members 
Entering Unmasked Estep 
Score: -20211188.000000 Penalty: 3634.740479
	Iteration 328Q: 3 clusters Score -2.021119e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102077 members 
Mstep: Class 2 contains 99416 members 
Entering Unmasked Estep 
Score: -20211176.000000 Penalty: 3634.740479
	Iteration 329Q: 3 clusters Score -2.021118e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102092 members 
Mstep: Class 2 contains 99401 members 
Entering Unmasked Estep 
Score: -20211180.000000 Penalty: 3634.740479
	Iteration 330Q: 3 clusters Score -2.021118e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102103 members 
Mstep: Class 2 contains 99390 members 
Entering Unmasked Estep 
Score: -20211172.000000 Penalty: 3634.740479
	Iteration 331Q: 3 clusters Score -2.021117e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102118 members 
Mstep: Class 2 contains 99375 members 
Entering Unmasked Estep 
Score: -20211172.000000 Penalty: 3634.740479
	Iteration 332Q: 3 clusters Score -2.021117e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102131 members 
Mstep: Class 2 contains 99362 members 
Entering Unmasked Estep 
Score: -20211184.000000 Penalty: 3634.740479
	Iteration 333Q: 3 clusters Score -2.021118e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102141 members 
Mstep: Class 2 contains 99352 members 
Entering Unmasked Estep 
Score: -20211190.000000 Penalty: 3634.740479
	Iteration 334Q: 3 clusters Score -2.021119e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102150 members 
Mstep: Class 2 contains 99343 members 
Entering Unmasked Estep 
Score: -20211180.000000 Penalty: 3634.740479
	Iteration 335Q: 3 clusters Score -2.021118e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102162 members 
Mstep: Class 2 contains 99331 members 
Entering Unmasked Estep 
Score: -20211184.000000 Penalty: 3634.740479
	Iteration 336Q: 3 clusters Score -2.021118e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102178 members 
Mstep: Class 2 contains 99315 members 
Entering Unmasked Estep 
Score: -20211184.000000 Penalty: 3634.740479
	Iteration 337Q: 3 clusters Score -2.021118e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102200 members 
Mstep: Class 2 contains 99293 members 
Entering Unmasked Estep 
Score: -20211162.000000 Penalty: 3634.740479
	Iteration 338Q: 3 clusters Score -2.021116e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102212 members 
Mstep: Class 2 contains 99281 members 
Entering Unmasked Estep 
Score: -20211172.000000 Penalty: 3634.740479
	Iteration 339Q: 3 clusters Score -2.021117e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102222 members 
Mstep: Class 2 contains 99271 members 
Entering Unmasked Estep 
Score: -20211162.000000 Penalty: 3634.740479
	Iteration 340F: 3 clusters Score -2.021116e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102232 members 
Mstep: Class 2 contains 99261 members 
Entering Unmasked Estep 
Score: -20211156.000000 Penalty: 3634.740479
	Iteration 341Q: 3 clusters Score -2.021116e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102241 members 
Mstep: Class 2 contains 99252 members 
Entering Unmasked Estep 
Score: -20211162.000000 Penalty: 3634.740479
	Iteration 342Q: 3 clusters Score -2.021116e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102244 members 
Mstep: Class 2 contains 99249 members 
Entering Unmasked Estep 
Score: -20211166.000000 Penalty: 3634.740479
	Iteration 343Q: 3 clusters Score -2.021117e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102247 members 
Mstep: Class 2 contains 99246 members 
Entering Unmasked Estep 
Score: -20211166.000000 Penalty: 3634.740479
	Iteration 344Q: 3 clusters Score -2.021117e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102250 members 
Mstep: Class 2 contains 99243 members 
Entering Unmasked Estep 
Score: -20211166.000000 Penalty: 3634.740479
	Iteration 345Q: 3 clusters Score -2.021117e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102253 members 
Mstep: Class 2 contains 99240 members 
Entering Unmasked Estep 
Score: -20211142.000000 Penalty: 3634.740479
	Iteration 346Q: 3 clusters Score -2.021114e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102253 members 
Mstep: Class 2 contains 99240 members 
Entering Unmasked Estep 
Score: -20211142.000000 Penalty: 3634.740479
	Iteration 347F: 3 clusters Score -2.021114e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Entering Unmasked Estep 
Score: -263638.625000 Penalty: 1179.263428
	Iteration 0F: 2 clusters Score -263638.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -261338.281250 Penalty: 2358.526855
	Iteration 0F: 3 clusters Score -261338.3 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -261982.656250 Penalty: 2358.526855
	Iteration 1F: 3 clusters Score -261982.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -262160.468750 Penalty: 2358.526855
	Iteration 2F: 3 clusters Score -262160.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -262265.875000 Penalty: 2358.526855
	Iteration 3Q: 3 clusters Score -262265.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -262346.843750 Penalty: 2358.526855
	Iteration 4Q: 3 clusters Score -262346.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -262417.718750 Penalty: 2358.526855
	Iteration 5Q: 3 clusters Score -262417.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -262468.406250 Penalty: 2358.526855
	Iteration 6Q: 3 clusters Score -262468.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -262511.125000 Penalty: 2358.526855
	Iteration 7Q: 3 clusters Score -262511.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -262533.625000 Penalty: 2358.526855
	Iteration 8Q: 3 clusters Score -262533.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -262556.718750 Penalty: 2358.526855
	Iteration 9Q: 3 clusters Score -262556.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -262576.781250 Penalty: 2358.526855
	Iteration 10Q: 3 clusters Score -262576.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -262591.375000 Penalty: 2358.526855
	Iteration 11Q: 3 clusters Score -262591.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -262599.375000 Penalty: 2358.526855
	Iteration 12Q: 3 clusters Score -262599.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -262604.562500 Penalty: 2358.526855
	Iteration 13Q: 3 clusters Score -262604.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -262610.187500 Penalty: 2358.526855
	Iteration 14Q: 3 clusters Score -262610.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -262615.937500 Penalty: 2358.526855
	Iteration 15Q: 3 clusters Score -262615.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -262622.406250 Penalty: 2358.526855
	Iteration 16Q: 3 clusters Score -262622.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -262627.375000 Penalty: 2358.526855
	Iteration 17Q: 3 clusters Score -262627.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -262631.250000 Penalty: 2358.526855
	Iteration 18Q: 3 clusters Score -262631.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -262633.000000 Penalty: 2358.526855
	Iteration 19Q: 3 clusters Score -262633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -262634.312500 Penalty: 2358.526855
	Iteration 20F: 3 clusters Score -262634.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -262636.406250 Penalty: 2358.526855
	Iteration 21Q: 3 clusters Score -262636.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -262637.781250 Penalty: 2358.526855
	Iteration 22Q: 3 clusters Score -262637.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -262638.750000 Penalty: 2358.526855
	Iteration 23Q: 3 clusters Score -262638.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -262640.125000 Penalty: 2358.526855
	Iteration 24Q: 3 clusters Score -262640.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -262641.437500 Penalty: 2358.526855
	Iteration 25Q: 3 clusters Score -262641.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -262642.375000 Penalty: 2358.526855
	Iteration 26Q: 3 clusters Score -262642.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -262642.843750 Penalty: 2358.526855
	Iteration 27Q: 3 clusters Score -262642.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -262645.093750 Penalty: 2358.526855
	Iteration 28Q: 3 clusters Score -262645.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -262647.593750 Penalty: 2358.526855
	Iteration 29Q: 3 clusters Score -262647.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -262649.906250 Penalty: 2358.526855
	Iteration 30Q: 3 clusters Score -262649.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -262652.656250 Penalty: 2358.526855
	Iteration 31Q: 3 clusters Score -262652.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -262655.843750 Penalty: 2358.526855
	Iteration 32Q: 3 clusters Score -262655.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -262656.500000 Penalty: 2358.526855
	Iteration 33Q: 3 clusters Score -262656.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -262657.406250 Penalty: 2358.526855
	Iteration 34Q: 3 clusters Score -262657.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -262658.281250 Penalty: 2358.526855
	Iteration 35Q: 3 clusters Score -262658.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -262660.125000 Penalty: 2358.526855
	Iteration 36Q: 3 clusters Score -262660.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -262662.187500 Penalty: 2358.526855
	Iteration 37Q: 3 clusters Score -262662.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -262663.031250 Penalty: 2358.526855
	Iteration 38Q: 3 clusters Score -262663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -262663.437500 Penalty: 2358.526855
	Iteration 39Q: 3 clusters Score -262663.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -262664.000000 Penalty: 2358.526855
	Iteration 40F: 3 clusters Score -262664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -262664.625000 Penalty: 2358.526855
	Iteration 41Q: 3 clusters Score -262664.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -262664.937500 Penalty: 2358.526855
	Iteration 42Q: 3 clusters Score -262664.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -262666.125000 Penalty: 2358.526855
	Iteration 43Q: 3 clusters Score -262666.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -262666.968750 Penalty: 2358.526855
	Iteration 44Q: 3 clusters Score -262667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -262667.375000 Penalty: 2358.526855
	Iteration 45Q: 3 clusters Score -262667.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -262667.343750 Penalty: 2358.526855
	Iteration 46Q: 3 clusters Score -262667.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -262667.343750 Penalty: 2358.526855
	Iteration 47F: 3 clusters Score -262667.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (11043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Entering Unmasked Estep 
Score: -1155738.750000 Penalty: 1385.261353
	Iteration 0F: 2 clusters Score -1155739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1148372.375000 Penalty: 2770.522705
	Iteration 0F: 3 clusters Score -1148372 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1150827.125000 Penalty: 2770.522705
	Iteration 1F: 3 clusters Score -1150827 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1151128.375000 Penalty: 2770.522705
	Iteration 2F: 3 clusters Score -1151128 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1151350.000000 Penalty: 2770.522705
	Iteration 3Q: 3 clusters Score -1151350 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1151513.000000 Penalty: 2770.522705
	Iteration 4Q: 3 clusters Score -1151513 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1151627.750000 Penalty: 2770.522705
	Iteration 5Q: 3 clusters Score -1151628 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1151717.500000 Penalty: 2770.522705
	Iteration 6Q: 3 clusters Score -1151718 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1151785.750000 Penalty: 2770.522705
	Iteration 7Q: 3 clusters Score -1151786 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1151843.750000 Penalty: 2770.522705
	Iteration 8Q: 3 clusters Score -1151844 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1151895.625000 Penalty: 2770.522705
	Iteration 9Q: 3 clusters Score -1151896 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1151938.000000 Penalty: 2770.522705
	Iteration 10Q: 3 clusters Score -1151938 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1151986.375000 Penalty: 2770.522705
	Iteration 11Q: 3 clusters Score -1151986 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1152045.750000 Penalty: 2770.522705
	Iteration 12Q: 3 clusters Score -1152046 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1152123.125000 Penalty: 2770.522705
	Iteration 13Q: 3 clusters Score -1152123 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1152230.875000 Penalty: 2770.522705
	Iteration 14Q: 3 clusters Score -1152231 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1152352.375000 Penalty: 2770.522705
	Iteration 15Q: 3 clusters Score -1152352 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1152508.375000 Penalty: 2770.522705
	Iteration 16Q: 3 clusters Score -1152508 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1152705.500000 Penalty: 2770.522705
	Iteration 17Q: 3 clusters Score -1152706 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1152935.500000 Penalty: 2770.522705
	Iteration 18Q: 3 clusters Score -1152936 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1153214.625000 Penalty: 2770.522705
	Iteration 19Q: 3 clusters Score -1153215 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1153475.375000 Penalty: 2770.522705
	Iteration 20F: 3 clusters Score -1153475 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1153702.125000 Penalty: 2770.522705
	Iteration 21Q: 3 clusters Score -1153702 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1153896.875000 Penalty: 2770.522705
	Iteration 22Q: 3 clusters Score -1153897 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1154056.875000 Penalty: 2770.522705
	Iteration 23Q: 3 clusters Score -1154057 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1154208.250000 Penalty: 2770.522705
	Iteration 24Q: 3 clusters Score -1154208 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1154326.125000 Penalty: 2770.522705
	Iteration 25Q: 3 clusters Score -1154326 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1154421.750000 Penalty: 2770.522705
	Iteration 26Q: 3 clusters Score -1154422 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1154500.375000 Penalty: 2770.522705
	Iteration 27Q: 3 clusters Score -1154500 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -1154553.375000 Penalty: 2770.522705
	Iteration 28Q: 3 clusters Score -1154553 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1154586.625000 Penalty: 2770.522705
	Iteration 29Q: 3 clusters Score -1154587 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -1154615.000000 Penalty: 2770.522705
	Iteration 30Q: 3 clusters Score -1154615 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -1154631.125000 Penalty: 2770.522705
	Iteration 31Q: 3 clusters Score -1154631 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1154637.875000 Penalty: 2770.522705
	Iteration 32Q: 3 clusters Score -1154638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1154645.750000 Penalty: 2770.522705
	Iteration 33Q: 3 clusters Score -1154646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1154649.000000 Penalty: 2770.522705
	Iteration 34Q: 3 clusters Score -1154649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1154652.375000 Penalty: 2770.522705
	Iteration 35Q: 3 clusters Score -1154652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1154653.375000 Penalty: 2770.522705
	Iteration 36Q: 3 clusters Score -1154653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1154656.750000 Penalty: 2770.522705
	Iteration 37Q: 3 clusters Score -1154657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1154659.875000 Penalty: 2770.522705
	Iteration 38Q: 3 clusters Score -1154660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1154659.250000 Penalty: 2770.522705
	Iteration 39Q: 3 clusters Score -1154659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1154659.500000 Penalty: 2770.522705
	Iteration 40F: 3 clusters Score -1154660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (8291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Entering Unmasked Estep 
Score: -858515.312500 Penalty: 1342.611450
	Iteration 0F: 2 clusters Score -858515.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -852861.750000 Penalty: 2685.222900
	Iteration 0F: 3 clusters Score -852861.8 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -854658.000000 Penalty: 2685.222900
	Iteration 1F: 3 clusters Score -854658 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -854943.375000 Penalty: 2685.222900
	Iteration 2F: 3 clusters Score -854943.4 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -855166.312500 Penalty: 2685.222900
	Iteration 3F: 3 clusters Score -855166.3 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -855335.750000 Penalty: 2685.222900
	Iteration 4Q: 3 clusters Score -855335.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -855458.125000 Penalty: 2685.222900
	Iteration 5Q: 3 clusters Score -855458.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -855575.375000 Penalty: 2685.222900
	Iteration 6Q: 3 clusters Score -855575.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -855700.000000 Penalty: 2685.222900
	Iteration 7Q: 3 clusters Score -855700 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -855811.187500 Penalty: 2685.222900
	Iteration 8Q: 3 clusters Score -855811.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -855909.250000 Penalty: 2685.222900
	Iteration 9Q: 3 clusters Score -855909.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -856021.062500 Penalty: 2685.222900
	Iteration 10Q: 3 clusters Score -856021.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -856121.937500 Penalty: 2685.222900
	Iteration 11Q: 3 clusters Score -856121.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -856223.937500 Penalty: 2685.222900
	Iteration 12Q: 3 clusters Score -856223.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -856329.250000 Penalty: 2685.222900
	Iteration 13Q: 3 clusters Score -856329.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -856457.562500 Penalty: 2685.222900
	Iteration 14Q: 3 clusters Score -856457.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -856598.000000 Penalty: 2685.222900
	Iteration 15Q: 3 clusters Score -856598 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -856741.187500 Penalty: 2685.222900
	Iteration 16Q: 3 clusters Score -856741.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -856879.625000 Penalty: 2685.222900
	Iteration 17Q: 3 clusters Score -856879.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -857017.562500 Penalty: 2685.222900
	Iteration 18Q: 3 clusters Score -857017.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -857134.000000 Penalty: 2685.222900
	Iteration 19Q: 3 clusters Score -857134 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -857235.375000 Penalty: 2685.222900
	Iteration 20F: 3 clusters Score -857235.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -857312.375000 Penalty: 2685.222900
	Iteration 21Q: 3 clusters Score -857312.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -857375.187500 Penalty: 2685.222900
	Iteration 22Q: 3 clusters Score -857375.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -857432.375000 Penalty: 2685.222900
	Iteration 23Q: 3 clusters Score -857432.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -857485.062500 Penalty: 2685.222900
	Iteration 24Q: 3 clusters Score -857485.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -857527.562500 Penalty: 2685.222900
	Iteration 25Q: 3 clusters Score -857527.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -857547.312500 Penalty: 2685.222900
	Iteration 26Q: 3 clusters Score -857547.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -857562.625000 Penalty: 2685.222900
	Iteration 27Q: 3 clusters Score -857562.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -857568.062500 Penalty: 2685.222900
	Iteration 28Q: 3 clusters Score -857568.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -857576.500000 Penalty: 2685.222900
	Iteration 29Q: 3 clusters Score -857576.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -857587.750000 Penalty: 2685.222900
	Iteration 30Q: 3 clusters Score -857587.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -857601.375000 Penalty: 2685.222900
	Iteration 31Q: 3 clusters Score -857601.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -857616.437500 Penalty: 2685.222900
	Iteration 32Q: 3 clusters Score -857616.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -857620.875000 Penalty: 2685.222900
	Iteration 33Q: 3 clusters Score -857620.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -857625.187500 Penalty: 2685.222900
	Iteration 34Q: 3 clusters Score -857625.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -857626.937500 Penalty: 2685.222900
	Iteration 35Q: 3 clusters Score -857626.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -857630.312500 Penalty: 2685.222900
	Iteration 36Q: 3 clusters Score -857630.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -857635.687500 Penalty: 2685.222900
	Iteration 37Q: 3 clusters Score -857635.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -857642.312500 Penalty: 2685.222900
	Iteration 38Q: 3 clusters Score -857642.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -857647.937500 Penalty: 2685.222900
	Iteration 39Q: 3 clusters Score -857647.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -857651.062500 Penalty: 2685.222900
	Iteration 40F: 3 clusters Score -857651.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -857653.000000 Penalty: 2685.222900
	Iteration 41Q: 3 clusters Score -857653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -857660.562500 Penalty: 2685.222900
	Iteration 42Q: 3 clusters Score -857660.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -857664.875000 Penalty: 2685.222900
	Iteration 43Q: 3 clusters Score -857664.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -857666.812500 Penalty: 2685.222900
	Iteration 44Q: 3 clusters Score -857666.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -857667.625000 Penalty: 2685.222900
	Iteration 45Q: 3 clusters Score -857667.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -857669.312500 Penalty: 2685.222900
	Iteration 46Q: 3 clusters Score -857669.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -857668.500000 Penalty: 2685.222900
	Iteration 47Q: 3 clusters Score -857668.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -857668.500000 Penalty: 2685.222900
	Iteration 48F: 3 clusters Score -857668.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Entering Unmasked Estep 
Score: -220259.875000 Penalty: 1145.938599
	Iteration 0F: 2 clusters Score -220259.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -218328.781250 Penalty: 2291.877197
	Iteration 0F: 3 clusters Score -218328.8 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -218887.578125 Penalty: 2291.877197
	Iteration 1F: 3 clusters Score -218887.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -219032.109375 Penalty: 2291.877197
	Iteration 2F: 3 clusters Score -219032.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -219114.046875 Penalty: 2291.877197
	Iteration 3Q: 3 clusters Score -219114 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -219158.359375 Penalty: 2291.877197
	Iteration 4Q: 3 clusters Score -219158.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -219189.593750 Penalty: 2291.877197
	Iteration 5Q: 3 clusters Score -219189.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -219216.015625 Penalty: 2291.877197
	Iteration 6Q: 3 clusters Score -219216 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -219233.281250 Penalty: 2291.877197
	Iteration 7Q: 3 clusters Score -219233.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -219253.296875 Penalty: 2291.877197
	Iteration 8Q: 3 clusters Score -219253.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -219263.781250 Penalty: 2291.877197
	Iteration 9Q: 3 clusters Score -219263.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -219277.875000 Penalty: 2291.877197
	Iteration 10Q: 3 clusters Score -219277.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -219290.078125 Penalty: 2291.877197
	Iteration 11Q: 3 clusters Score -219290.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -219293.781250 Penalty: 2291.877197
	Iteration 12Q: 3 clusters Score -219293.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -219296.796875 Penalty: 2291.877197
	Iteration 13Q: 3 clusters Score -219296.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -219299.546875 Penalty: 2291.877197
	Iteration 14Q: 3 clusters Score -219299.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -219301.906250 Penalty: 2291.877197
	Iteration 15Q: 3 clusters Score -219301.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -219302.781250 Penalty: 2291.877197
	Iteration 16Q: 3 clusters Score -219302.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -219303.703125 Penalty: 2291.877197
	Iteration 17Q: 3 clusters Score -219303.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -219303.703125 Penalty: 2291.877197
	Iteration 18F: 3 clusters Score -219303.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Entering Unmasked Estep 
Score: -73899.585938 Penalty: 1014.003967
	Iteration 0F: 2 clusters Score -73899.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -72760.468750 Penalty: 2028.007935
	Iteration 0F: 3 clusters Score -72760.47 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -73056.945312 Penalty: 2028.007935
	Iteration 1F: 3 clusters Score -73056.95 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -73168.171875 Penalty: 2028.007935
	Iteration 2F: 3 clusters Score -73168.17 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -73242.695312 Penalty: 2028.007935
	Iteration 3Q: 3 clusters Score -73242.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -73312.492188 Penalty: 2028.007935
	Iteration 4Q: 3 clusters Score -73312.49 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -73356.476562 Penalty: 2028.007935
	Iteration 5Q: 3 clusters Score -73356.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -73403.593750 Penalty: 2028.007935
	Iteration 6Q: 3 clusters Score -73403.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -73465.117188 Penalty: 2028.007935
	Iteration 7Q: 3 clusters Score -73465.12 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -73509.835938 Penalty: 2028.007935
	Iteration 8Q: 3 clusters Score -73509.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -73533.835938 Penalty: 2028.007935
	Iteration 9Q: 3 clusters Score -73533.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -73549.789062 Penalty: 2028.007935
	Iteration 10Q: 3 clusters Score -73549.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -73569.632812 Penalty: 2028.007935
	Iteration 11Q: 3 clusters Score -73569.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -73580.750000 Penalty: 2028.007935
	Iteration 12Q: 3 clusters Score -73580.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -73591.125000 Penalty: 2028.007935
	Iteration 13Q: 3 clusters Score -73591.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -73593.718750 Penalty: 2028.007935
	Iteration 14Q: 3 clusters Score -73593.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -73595.398438 Penalty: 2028.007935
	Iteration 15Q: 3 clusters Score -73595.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -73610.164062 Penalty: 2028.007935
	Iteration 16F: 3 clusters Score -73610.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -73635.734375 Penalty: 2028.007935
	Iteration 17Q: 3 clusters Score -73635.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -73656.851562 Penalty: 2028.007935
	Iteration 18Q: 3 clusters Score -73656.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -73672.789062 Penalty: 2028.007935
	Iteration 19Q: 3 clusters Score -73672.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -73682.304688 Penalty: 2028.007935
	Iteration 20F: 3 clusters Score -73682.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -73689.343750 Penalty: 2028.007935
	Iteration 21Q: 3 clusters Score -73689.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -73696.804688 Penalty: 2028.007935
	Iteration 22Q: 3 clusters Score -73696.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -73712.718750 Penalty: 2028.007935
	Iteration 23Q: 3 clusters Score -73712.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -73725.851562 Penalty: 2028.007935
	Iteration 24Q: 3 clusters Score -73725.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -73727.968750 Penalty: 2028.007935
	Iteration 25Q: 3 clusters Score -73727.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -73732.054688 Penalty: 2028.007935
	Iteration 26Q: 3 clusters Score -73732.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -73740.125000 Penalty: 2028.007935
	Iteration 27Q: 3 clusters Score -73740.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -73746.773438 Penalty: 2028.007935
	Iteration 28Q: 3 clusters Score -73746.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -73757.140625 Penalty: 2028.007935
	Iteration 29Q: 3 clusters Score -73757.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -73765.585938 Penalty: 2028.007935
	Iteration 30Q: 3 clusters Score -73765.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -73776.351562 Penalty: 2028.007935
	Iteration 31Q: 3 clusters Score -73776.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -73781.531250 Penalty: 2028.007935
	Iteration 32Q: 3 clusters Score -73781.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -73785.398438 Penalty: 2028.007935
	Iteration 33Q: 3 clusters Score -73785.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -73793.265625 Penalty: 2028.007935
	Iteration 34Q: 3 clusters Score -73793.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -73794.101562 Penalty: 2028.007935
	Iteration 35Q: 3 clusters Score -73794.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -73794.703125 Penalty: 2028.007935
	Iteration 36Q: 3 clusters Score -73794.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -73794.703125 Penalty: 2028.007935
	Iteration 37F: 3 clusters Score -73794.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (35701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35701 members 
Entering Unmasked Estep 
Score: -3710910.000000 Penalty: 1559.860596
	Iteration 0F: 2 clusters Score -3710910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -3687619.250000 Penalty: 3119.721191
	Iteration 0F: 3 clusters Score -3687619 nChanged 16167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -3696660.000000 Penalty: 3119.721191
	Iteration 1F: 3 clusters Score -3696660 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -3697319.000000 Penalty: 3119.721191
	Iteration 2F: 3 clusters Score -3697319 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -3698104.500000 Penalty: 3119.721191
	Iteration 3Q: 3 clusters Score -3698104 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -3699034.750000 Penalty: 3119.721191
	Iteration 4F: 3 clusters Score -3699035 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -3700057.000000 Penalty: 3119.721191
	Iteration 5F: 3 clusters Score -3700057 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -3701273.250000 Penalty: 3119.721191
	Iteration 6F: 3 clusters Score -3701273 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 24192 members 
Entering Unmasked Estep 
Score: -3702557.250000 Penalty: 3119.721191
	Iteration 7F: 3 clusters Score -3702557 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 25533 members 
Entering Unmasked Estep 
Score: -3703891.250000 Penalty: 3119.721191
	Iteration 8F: 3 clusters Score -3703891 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -3705102.500000 Penalty: 3119.721191
	Iteration 9Q: 3 clusters Score -3705102 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 27743 members 
Entering Unmasked Estep 
Score: -3706082.750000 Penalty: 3119.721191
	Iteration 10Q: 3 clusters Score -3706083 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 28489 members 
Entering Unmasked Estep 
Score: -3706746.250000 Penalty: 3119.721191
	Iteration 11Q: 3 clusters Score -3706746 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 29035 members 
Entering Unmasked Estep 
Score: -3707231.000000 Penalty: 3119.721191
	Iteration 12Q: 3 clusters Score -3707231 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 29506 members 
Entering Unmasked Estep 
Score: -3707545.250000 Penalty: 3119.721191
	Iteration 13Q: 3 clusters Score -3707545 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 29910 members 
Entering Unmasked Estep 
Score: -3707785.000000 Penalty: 3119.721191
	Iteration 14Q: 3 clusters Score -3707785 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 30273 members 
Entering Unmasked Estep 
Score: -3707946.500000 Penalty: 3119.721191
	Iteration 15Q: 3 clusters Score -3707946 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 30590 members 
Entering Unmasked Estep 
Score: -3708090.000000 Penalty: 3119.721191
	Iteration 16Q: 3 clusters Score -3708090 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 30902 members 
Entering Unmasked Estep 
Score: -3708230.750000 Penalty: 3119.721191
	Iteration 17Q: 3 clusters Score -3708231 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 31208 members 
Entering Unmasked Estep 
Score: -3708343.000000 Penalty: 3119.721191
	Iteration 18Q: 3 clusters Score -3708343 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 31481 members 
Entering Unmasked Estep 
Score: -3708462.000000 Penalty: 3119.721191
	Iteration 19Q: 3 clusters Score -3708462 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 31745 members 
Entering Unmasked Estep 
Score: -3708558.000000 Penalty: 3119.721191
	Iteration 20F: 3 clusters Score -3708558 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 31999 members 
Entering Unmasked Estep 
Score: -3708651.250000 Penalty: 3119.721191
	Iteration 21Q: 3 clusters Score -3708651 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 32234 members 
Entering Unmasked Estep 
Score: -3708763.250000 Penalty: 3119.721191
	Iteration 22Q: 3 clusters Score -3708763 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 32445 members 
Entering Unmasked Estep 
Score: -3708825.000000 Penalty: 3119.721191
	Iteration 23Q: 3 clusters Score -3708825 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 32640 members 
Entering Unmasked Estep 
Score: -3708902.500000 Penalty: 3119.721191
	Iteration 24Q: 3 clusters Score -3708902 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 32816 members 
Entering Unmasked Estep 
Score: -3708981.250000 Penalty: 3119.721191
	Iteration 25Q: 3 clusters Score -3708981 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 32974 members 
Entering Unmasked Estep 
Score: -3709031.000000 Penalty: 3119.721191
	Iteration 26Q: 3 clusters Score -3709031 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 33121 members 
Entering Unmasked Estep 
Score: -3709099.750000 Penalty: 3119.721191
	Iteration 27Q: 3 clusters Score -3709100 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 33280 members 
Entering Unmasked Estep 
Score: -3709165.500000 Penalty: 3119.721191
	Iteration 28Q: 3 clusters Score -3709166 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 33420 members 
Entering Unmasked Estep 
Score: -3709209.500000 Penalty: 3119.721191
	Iteration 29Q: 3 clusters Score -3709210 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 33543 members 
Entering Unmasked Estep 
Score: -3709253.500000 Penalty: 3119.721191
	Iteration 30Q: 3 clusters Score -3709254 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 33670 members 
Entering Unmasked Estep 
Score: -3709292.250000 Penalty: 3119.721191
	Iteration 31Q: 3 clusters Score -3709292 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 33768 members 
Entering Unmasked Estep 
Score: -3709336.250000 Penalty: 3119.721191
	Iteration 32Q: 3 clusters Score -3709336 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 33854 members 
Entering Unmasked Estep 
Score: -3709366.750000 Penalty: 3119.721191
	Iteration 33Q: 3 clusters Score -3709367 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 33933 members 
Entering Unmasked Estep 
Score: -3709395.000000 Penalty: 3119.721191
	Iteration 34Q: 3 clusters Score -3709395 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 33997 members 
Entering Unmasked Estep 
Score: -3709418.750000 Penalty: 3119.721191
	Iteration 35Q: 3 clusters Score -3709419 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 34059 members 
Entering Unmasked Estep 
Score: -3709445.250000 Penalty: 3119.721191
	Iteration 36Q: 3 clusters Score -3709445 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 34120 members 
Entering Unmasked Estep 
Score: -3709467.750000 Penalty: 3119.721191
	Iteration 37Q: 3 clusters Score -3709468 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 34166 members 
Entering Unmasked Estep 
Score: -3709490.750000 Penalty: 3119.721191
	Iteration 38Q: 3 clusters Score -3709491 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 34203 members 
Entering Unmasked Estep 
Score: -3709493.750000 Penalty: 3119.721191
	Iteration 39Q: 3 clusters Score -3709494 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 34240 members 
Entering Unmasked Estep 
Score: -3709517.500000 Penalty: 3119.721191
	Iteration 40F: 3 clusters Score -3709518 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 34275 members 
Entering Unmasked Estep 
Score: -3709527.750000 Penalty: 3119.721191
	Iteration 41Q: 3 clusters Score -3709528 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 34304 members 
Entering Unmasked Estep 
Score: -3709537.750000 Penalty: 3119.721191
	Iteration 42Q: 3 clusters Score -3709538 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 34328 members 
Entering Unmasked Estep 
Score: -3709547.250000 Penalty: 3119.721191
	Iteration 43Q: 3 clusters Score -3709547 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 34343 members 
Entering Unmasked Estep 
Score: -3709550.250000 Penalty: 3119.721191
	Iteration 44Q: 3 clusters Score -3709550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 34355 members 
Entering Unmasked Estep 
Score: -3709555.000000 Penalty: 3119.721191
	Iteration 45Q: 3 clusters Score -3709555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 34363 members 
Entering Unmasked Estep 
Score: -3709552.250000 Penalty: 3119.721191
	Iteration 46Q: 3 clusters Score -3709552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 34369 members 
Entering Unmasked Estep 
Score: -3709553.500000 Penalty: 3119.721191
	Iteration 47Q: 3 clusters Score -3709554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 34374 members 
Entering Unmasked Estep 
Score: -3709554.250000 Penalty: 3119.721191
	Iteration 48Q: 3 clusters Score -3709554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 34378 members 
Entering Unmasked Estep 
Score: -3709553.250000 Penalty: 3119.721191
	Iteration 49Q: 3 clusters Score -3709553 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 34387 members 
Entering Unmasked Estep 
Score: -3709558.250000 Penalty: 3119.721191
	Iteration 50Q: 3 clusters Score -3709558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 34394 members 
Entering Unmasked Estep 
Score: -3709563.500000 Penalty: 3119.721191
	Iteration 51Q: 3 clusters Score -3709564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 34404 members 
Entering Unmasked Estep 
Score: -3709564.500000 Penalty: 3119.721191
	Iteration 52Q: 3 clusters Score -3709564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 34417 members 
Entering Unmasked Estep 
Score: -3709573.000000 Penalty: 3119.721191
	Iteration 53Q: 3 clusters Score -3709573 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 34427 members 
Entering Unmasked Estep 
Score: -3709573.000000 Penalty: 3119.721191
	Iteration 54Q: 3 clusters Score -3709573 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 34432 members 
Entering Unmasked Estep 
Score: -3709573.500000 Penalty: 3119.721191
	Iteration 55Q: 3 clusters Score -3709574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 34443 members 
Entering Unmasked Estep 
Score: -3709578.000000 Penalty: 3119.721191
	Iteration 56Q: 3 clusters Score -3709578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 34451 members 
Entering Unmasked Estep 
Score: -3709582.750000 Penalty: 3119.721191
	Iteration 57Q: 3 clusters Score -3709583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 34457 members 
Entering Unmasked Estep 
Score: -3709593.250000 Penalty: 3119.721191
	Iteration 58Q: 3 clusters Score -3709593 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 34467 members 
Entering Unmasked Estep 
Score: -3709594.250000 Penalty: 3119.721191
	Iteration 59Q: 3 clusters Score -3709594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 34474 members 
Entering Unmasked Estep 
Score: -3709597.500000 Penalty: 3119.721191
	Iteration 60F: 3 clusters Score -3709598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 34482 members 
Entering Unmasked Estep 
Score: -3709594.000000 Penalty: 3119.721191
	Iteration 61Q: 3 clusters Score -3709594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 34487 members 
Entering Unmasked Estep 
Score: -3709595.500000 Penalty: 3119.721191
	Iteration 62Q: 3 clusters Score -3709596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 34496 members 
Entering Unmasked Estep 
Score: -3709594.750000 Penalty: 3119.721191
	Iteration 63Q: 3 clusters Score -3709595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 34503 members 
Entering Unmasked Estep 
Score: -3709604.500000 Penalty: 3119.721191
	Iteration 64Q: 3 clusters Score -3709604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 34507 members 
Entering Unmasked Estep 
Score: -3709601.500000 Penalty: 3119.721191
	Iteration 65Q: 3 clusters Score -3709602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 34510 members 
Entering Unmasked Estep 
Score: -3709601.000000 Penalty: 3119.721191
	Iteration 66Q: 3 clusters Score -3709601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 34513 members 
Entering Unmasked Estep 
Score: -3709605.000000 Penalty: 3119.721191
	Iteration 67Q: 3 clusters Score -3709605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 34516 members 
Entering Unmasked Estep 
Score: -3709608.750000 Penalty: 3119.721191
	Iteration 68Q: 3 clusters Score -3709609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 34518 members 
Entering Unmasked Estep 
Score: -3709612.750000 Penalty: 3119.721191
	Iteration 69Q: 3 clusters Score -3709613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 34521 members 
Entering Unmasked Estep 
Score: -3709616.500000 Penalty: 3119.721191
	Iteration 70Q: 3 clusters Score -3709616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 34523 members 
Entering Unmasked Estep 
Score: -3709613.000000 Penalty: 3119.721191
	Iteration 71Q: 3 clusters Score -3709613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 34525 members 
Entering Unmasked Estep 
Score: -3709615.750000 Penalty: 3119.721191
	Iteration 72Q: 3 clusters Score -3709616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 34526 members 
Entering Unmasked Estep 
Score: -3709614.500000 Penalty: 3119.721191
	Iteration 73Q: 3 clusters Score -3709614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 34526 members 
Entering Unmasked Estep 
Score: -3709614.500000 Penalty: 3119.721191
	Iteration 74F: 3 clusters Score -3709614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Entering Unmasked Estep 
Score: -173383.156250 Penalty: 1125.635864
	Iteration 0F: 2 clusters Score -173383.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -171576.812500 Penalty: 2251.271729
	Iteration 0F: 3 clusters Score -171576.8 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -172121.500000 Penalty: 2251.271729
	Iteration 1F: 3 clusters Score -172121.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -172284.531250 Penalty: 2251.271729
	Iteration 2F: 3 clusters Score -172284.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -172365.546875 Penalty: 2251.271729
	Iteration 3Q: 3 clusters Score -172365.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -172438.875000 Penalty: 2251.271729
	Iteration 4Q: 3 clusters Score -172438.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -172503.390625 Penalty: 2251.271729
	Iteration 5Q: 3 clusters Score -172503.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -172567.125000 Penalty: 2251.271729
	Iteration 6Q: 3 clusters Score -172567.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -172618.843750 Penalty: 2251.271729
	Iteration 7Q: 3 clusters Score -172618.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -172654.093750 Penalty: 2251.271729
	Iteration 8Q: 3 clusters Score -172654.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -172674.546875 Penalty: 2251.271729
	Iteration 9Q: 3 clusters Score -172674.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -172687.625000 Penalty: 2251.271729
	Iteration 10Q: 3 clusters Score -172687.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -172700.000000 Penalty: 2251.271729
	Iteration 11Q: 3 clusters Score -172700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -172706.359375 Penalty: 2251.271729
	Iteration 12Q: 3 clusters Score -172706.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -172715.843750 Penalty: 2251.271729
	Iteration 13Q: 3 clusters Score -172715.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -172721.953125 Penalty: 2251.271729
	Iteration 14Q: 3 clusters Score -172722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -172727.140625 Penalty: 2251.271729
	Iteration 15Q: 3 clusters Score -172727.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -172732.468750 Penalty: 2251.271729
	Iteration 16Q: 3 clusters Score -172732.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -172740.437500 Penalty: 2251.271729
	Iteration 17Q: 3 clusters Score -172740.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -172754.593750 Penalty: 2251.271729
	Iteration 18Q: 3 clusters Score -172754.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -172770.453125 Penalty: 2251.271729
	Iteration 19Q: 3 clusters Score -172770.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -172788.312500 Penalty: 2251.271729
	Iteration 20F: 3 clusters Score -172788.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -172833.953125 Penalty: 2251.271729
	Iteration 21Q: 3 clusters Score -172834 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -172886.343750 Penalty: 2251.271729
	Iteration 22Q: 3 clusters Score -172886.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -172926.250000 Penalty: 2251.271729
	Iteration 23Q: 3 clusters Score -172926.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -172965.890625 Penalty: 2251.271729
	Iteration 24Q: 3 clusters Score -172965.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -172985.984375 Penalty: 2251.271729
	Iteration 25Q: 3 clusters Score -172986 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -173002.890625 Penalty: 2251.271729
	Iteration 26Q: 3 clusters Score -173002.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -173019.984375 Penalty: 2251.271729
	Iteration 27Q: 3 clusters Score -173020 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -173040.359375 Penalty: 2251.271729
	Iteration 28Q: 3 clusters Score -173040.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -173060.640625 Penalty: 2251.271729
	Iteration 29Q: 3 clusters Score -173060.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -173088.187500 Penalty: 2251.271729
	Iteration 30Q: 3 clusters Score -173088.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -173114.656250 Penalty: 2251.271729
	Iteration 31Q: 3 clusters Score -173114.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -173126.546875 Penalty: 2251.271729
	Iteration 32Q: 3 clusters Score -173126.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -173142.546875 Penalty: 2251.271729
	Iteration 33Q: 3 clusters Score -173142.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -173159.312500 Penalty: 2251.271729
	Iteration 34Q: 3 clusters Score -173159.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -173171.171875 Penalty: 2251.271729
	Iteration 35Q: 3 clusters Score -173171.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -173181.765625 Penalty: 2251.271729
	Iteration 36Q: 3 clusters Score -173181.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -173195.390625 Penalty: 2251.271729
	Iteration 37Q: 3 clusters Score -173195.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -173225.937500 Penalty: 2251.271729
	Iteration 38Q: 3 clusters Score -173225.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -173238.906250 Penalty: 2251.271729
	Iteration 39Q: 3 clusters Score -173238.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -173247.281250 Penalty: 2251.271729
	Iteration 40F: 3 clusters Score -173247.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -173251.968750 Penalty: 2251.271729
	Iteration 41Q: 3 clusters Score -173252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -173257.156250 Penalty: 2251.271729
	Iteration 42Q: 3 clusters Score -173257.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -173258.781250 Penalty: 2251.271729
	Iteration 43Q: 3 clusters Score -173258.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -173261.343750 Penalty: 2251.271729
	Iteration 44Q: 3 clusters Score -173261.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -173264.687500 Penalty: 2251.271729
	Iteration 45Q: 3 clusters Score -173264.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -173266.609375 Penalty: 2251.271729
	Iteration 46Q: 3 clusters Score -173266.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -173267.921875 Penalty: 2251.271729
	Iteration 47Q: 3 clusters Score -173267.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -173268.468750 Penalty: 2251.271729
	Iteration 48Q: 3 clusters Score -173268.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -173268.468750 Penalty: 2251.271729
	Iteration 49F: 3 clusters Score -173268.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (17708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Entering Unmasked Estep 
Score: -1860994.500000 Penalty: 1455.527710
	Iteration 0F: 2 clusters Score -1860994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1849329.375000 Penalty: 2911.055420
	Iteration 0F: 3 clusters Score -1849329 nChanged 7828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1853562.250000 Penalty: 2911.055420
	Iteration 1F: 3 clusters Score -1853562 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1853950.625000 Penalty: 2911.055420
	Iteration 2F: 3 clusters Score -1853951 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1854291.375000 Penalty: 2911.055420
	Iteration 3Q: 3 clusters Score -1854291 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1854566.750000 Penalty: 2911.055420
	Iteration 4Q: 3 clusters Score -1854567 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1854782.000000 Penalty: 2911.055420
	Iteration 5Q: 3 clusters Score -1854782 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1854934.250000 Penalty: 2911.055420
	Iteration 6Q: 3 clusters Score -1854934 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1855120.500000 Penalty: 2911.055420
	Iteration 7Q: 3 clusters Score -1855120 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1855303.750000 Penalty: 2911.055420
	Iteration 8Q: 3 clusters Score -1855304 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1855557.875000 Penalty: 2911.055420
	Iteration 9Q: 3 clusters Score -1855558 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -1855848.375000 Penalty: 2911.055420
	Iteration 10Q: 3 clusters Score -1855848 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -1856219.250000 Penalty: 2911.055420
	Iteration 11Q: 3 clusters Score -1856219 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -1856703.875000 Penalty: 2911.055420
	Iteration 12Q: 3 clusters Score -1856704 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -1857316.500000 Penalty: 2911.055420
	Iteration 13Q: 3 clusters Score -1857316 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -1857967.000000 Penalty: 2911.055420
	Iteration 14Q: 3 clusters Score -1857967 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -1858560.500000 Penalty: 2911.055420
	Iteration 15Q: 3 clusters Score -1858560 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -1858987.000000 Penalty: 2911.055420
	Iteration 16Q: 3 clusters Score -1858987 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -1859282.000000 Penalty: 2911.055420
	Iteration 17Q: 3 clusters Score -1859282 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -1859476.375000 Penalty: 2911.055420
	Iteration 18Q: 3 clusters Score -1859476 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -1859597.375000 Penalty: 2911.055420
	Iteration 19Q: 3 clusters Score -1859597 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -1859669.000000 Penalty: 2911.055420
	Iteration 20F: 3 clusters Score -1859669 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -1859736.125000 Penalty: 2911.055420
	Iteration 21Q: 3 clusters Score -1859736 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -1859774.625000 Penalty: 2911.055420
	Iteration 22Q: 3 clusters Score -1859775 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -1859808.000000 Penalty: 2911.055420
	Iteration 23Q: 3 clusters Score -1859808 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -1859834.375000 Penalty: 2911.055420
	Iteration 24Q: 3 clusters Score -1859834 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -1859857.875000 Penalty: 2911.055420
	Iteration 25Q: 3 clusters Score -1859858 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -1859874.750000 Penalty: 2911.055420
	Iteration 26Q: 3 clusters Score -1859875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -1859884.125000 Penalty: 2911.055420
	Iteration 27Q: 3 clusters Score -1859884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -1859888.250000 Penalty: 2911.055420
	Iteration 28Q: 3 clusters Score -1859888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -1859895.000000 Penalty: 2911.055420
	Iteration 29Q: 3 clusters Score -1859895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -1859898.125000 Penalty: 2911.055420
	Iteration 30Q: 3 clusters Score -1859898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -1859898.750000 Penalty: 2911.055420
	Iteration 31Q: 3 clusters Score -1859899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -1859898.000000 Penalty: 2911.055420
	Iteration 32Q: 3 clusters Score -1859898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -1859898.000000 Penalty: 2911.055420
	Iteration 33F: 3 clusters Score -1859898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Entering Unmasked Estep 
Score: -34926.757812 Penalty: 883.112244
	Iteration 0F: 2 clusters Score -34926.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -34133.476562 Penalty: 1766.224487
	Iteration 0F: 3 clusters Score -34133.48 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -34251.019531 Penalty: 1766.224487
	Iteration 1F: 3 clusters Score -34251.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -34259.394531 Penalty: 1766.224487
	Iteration 2Q: 3 clusters Score -34259.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -34261.953125 Penalty: 1766.224487
	Iteration 3Q: 3 clusters Score -34261.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -34265.695312 Penalty: 1766.224487
	Iteration 4Q: 3 clusters Score -34265.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -34270.515625 Penalty: 1766.224487
	Iteration 5Q: 3 clusters Score -34270.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -34273.714844 Penalty: 1766.224487
	Iteration 6Q: 3 clusters Score -34273.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -34273.714844 Penalty: 1766.224487
	Iteration 7F: 3 clusters Score -34273.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (6263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Entering Unmasked Estep 
Score: -594655.375000 Penalty: 1300.871338
	Iteration 0F: 2 clusters Score -594655.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -590211.437500 Penalty: 2601.742676
	Iteration 0F: 3 clusters Score -590211.4 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -591681.625000 Penalty: 2601.742676
	Iteration 1F: 3 clusters Score -591681.6 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -592038.437500 Penalty: 2601.742676
	Iteration 2F: 3 clusters Score -592038.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -592262.062500 Penalty: 2601.742676
	Iteration 3F: 3 clusters Score -592262.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -592439.437500 Penalty: 2601.742676
	Iteration 4Q: 3 clusters Score -592439.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -592595.875000 Penalty: 2601.742676
	Iteration 5Q: 3 clusters Score -592595.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -592714.250000 Penalty: 2601.742676
	Iteration 6Q: 3 clusters Score -592714.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -592818.062500 Penalty: 2601.742676
	Iteration 7Q: 3 clusters Score -592818.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -592883.687500 Penalty: 2601.742676
	Iteration 8Q: 3 clusters Score -592883.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -592939.937500 Penalty: 2601.742676
	Iteration 9Q: 3 clusters Score -592939.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -592990.062500 Penalty: 2601.742676
	Iteration 10Q: 3 clusters Score -592990.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -593039.562500 Penalty: 2601.742676
	Iteration 11Q: 3 clusters Score -593039.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -593086.812500 Penalty: 2601.742676
	Iteration 12Q: 3 clusters Score -593086.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -593122.312500 Penalty: 2601.742676
	Iteration 13Q: 3 clusters Score -593122.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -593152.187500 Penalty: 2601.742676
	Iteration 14Q: 3 clusters Score -593152.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -593185.062500 Penalty: 2601.742676
	Iteration 15Q: 3 clusters Score -593185.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -593215.812500 Penalty: 2601.742676
	Iteration 16Q: 3 clusters Score -593215.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -593245.375000 Penalty: 2601.742676
	Iteration 17Q: 3 clusters Score -593245.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -593279.500000 Penalty: 2601.742676
	Iteration 18Q: 3 clusters Score -593279.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -593310.875000 Penalty: 2601.742676
	Iteration 19Q: 3 clusters Score -593310.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -593332.625000 Penalty: 2601.742676
	Iteration 20F: 3 clusters Score -593332.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -593360.250000 Penalty: 2601.742676
	Iteration 21Q: 3 clusters Score -593360.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -593395.187500 Penalty: 2601.742676
	Iteration 22Q: 3 clusters Score -593395.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -593422.187500 Penalty: 2601.742676
	Iteration 23Q: 3 clusters Score -593422.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -593443.875000 Penalty: 2601.742676
	Iteration 24Q: 3 clusters Score -593443.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -593468.625000 Penalty: 2601.742676
	Iteration 25Q: 3 clusters Score -593468.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -593502.625000 Penalty: 2601.742676
	Iteration 26Q: 3 clusters Score -593502.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -593541.312500 Penalty: 2601.742676
	Iteration 27Q: 3 clusters Score -593541.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -593573.375000 Penalty: 2601.742676
	Iteration 28Q: 3 clusters Score -593573.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -593601.125000 Penalty: 2601.742676
	Iteration 29Q: 3 clusters Score -593601.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -593630.562500 Penalty: 2601.742676
	Iteration 30Q: 3 clusters Score -593630.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -593667.812500 Penalty: 2601.742676
	Iteration 31Q: 3 clusters Score -593667.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -593705.187500 Penalty: 2601.742676
	Iteration 32Q: 3 clusters Score -593705.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -593757.625000 Penalty: 2601.742676
	Iteration 33Q: 3 clusters Score -593757.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -593804.625000 Penalty: 2601.742676
	Iteration 34Q: 3 clusters Score -593804.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -593857.000000 Penalty: 2601.742676
	Iteration 35Q: 3 clusters Score -593857 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -593891.750000 Penalty: 2601.742676
	Iteration 36Q: 3 clusters Score -593891.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -593921.875000 Penalty: 2601.742676
	Iteration 37Q: 3 clusters Score -593921.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -593952.437500 Penalty: 2601.742676
	Iteration 38Q: 3 clusters Score -593952.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -593986.062500 Penalty: 2601.742676
	Iteration 39Q: 3 clusters Score -593986.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -594014.625000 Penalty: 2601.742676
	Iteration 40F: 3 clusters Score -594014.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -594036.625000 Penalty: 2601.742676
	Iteration 41Q: 3 clusters Score -594036.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -594055.250000 Penalty: 2601.742676
	Iteration 42Q: 3 clusters Score -594055.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -594065.250000 Penalty: 2601.742676
	Iteration 43Q: 3 clusters Score -594065.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -594074.875000 Penalty: 2601.742676
	Iteration 44Q: 3 clusters Score -594074.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -594086.250000 Penalty: 2601.742676
	Iteration 45Q: 3 clusters Score -594086.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -594094.437500 Penalty: 2601.742676
	Iteration 46Q: 3 clusters Score -594094.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -594100.937500 Penalty: 2601.742676
	Iteration 47Q: 3 clusters Score -594100.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -594106.187500 Penalty: 2601.742676
	Iteration 48Q: 3 clusters Score -594106.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -594112.875000 Penalty: 2601.742676
	Iteration 49Q: 3 clusters Score -594112.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -594118.000000 Penalty: 2601.742676
	Iteration 50Q: 3 clusters Score -594118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -594122.000000 Penalty: 2601.742676
	Iteration 51Q: 3 clusters Score -594122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -594124.625000 Penalty: 2601.742676
	Iteration 52Q: 3 clusters Score -594124.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -594129.625000 Penalty: 2601.742676
	Iteration 53Q: 3 clusters Score -594129.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -594137.437500 Penalty: 2601.742676
	Iteration 54Q: 3 clusters Score -594137.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -594146.562500 Penalty: 2601.742676
	Iteration 55Q: 3 clusters Score -594146.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -594153.062500 Penalty: 2601.742676
	Iteration 56Q: 3 clusters Score -594153.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -594166.250000 Penalty: 2601.742676
	Iteration 57Q: 3 clusters Score -594166.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -594171.000000 Penalty: 2601.742676
	Iteration 58Q: 3 clusters Score -594171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -594176.000000 Penalty: 2601.742676
	Iteration 59Q: 3 clusters Score -594176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -594182.812500 Penalty: 2601.742676
	Iteration 60F: 3 clusters Score -594182.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -594185.312500 Penalty: 2601.742676
	Iteration 61Q: 3 clusters Score -594185.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -594190.187500 Penalty: 2601.742676
	Iteration 62Q: 3 clusters Score -594190.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -594199.937500 Penalty: 2601.742676
	Iteration 63Q: 3 clusters Score -594199.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -594212.000000 Penalty: 2601.742676
	Iteration 64Q: 3 clusters Score -594212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -594218.687500 Penalty: 2601.742676
	Iteration 65Q: 3 clusters Score -594218.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -594227.500000 Penalty: 2601.742676
	Iteration 66Q: 3 clusters Score -594227.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -594237.562500 Penalty: 2601.742676
	Iteration 67Q: 3 clusters Score -594237.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -594249.125000 Penalty: 2601.742676
	Iteration 68Q: 3 clusters Score -594249.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -594266.875000 Penalty: 2601.742676
	Iteration 69Q: 3 clusters Score -594266.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -594281.750000 Penalty: 2601.742676
	Iteration 70Q: 3 clusters Score -594281.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -594292.375000 Penalty: 2601.742676
	Iteration 71Q: 3 clusters Score -594292.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -594298.812500 Penalty: 2601.742676
	Iteration 72Q: 3 clusters Score -594298.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -594301.625000 Penalty: 2601.742676
	Iteration 73Q: 3 clusters Score -594301.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -594305.437500 Penalty: 2601.742676
	Iteration 74Q: 3 clusters Score -594305.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -594306.125000 Penalty: 2601.742676
	Iteration 75Q: 3 clusters Score -594306.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -594308.125000 Penalty: 2601.742676
	Iteration 76Q: 3 clusters Score -594308.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -594307.625000 Penalty: 2601.742676
	Iteration 77Q: 3 clusters Score -594307.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -594308.875000 Penalty: 2601.742676
	Iteration 78Q: 3 clusters Score -594308.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -594311.312500 Penalty: 2601.742676
	Iteration 79Q: 3 clusters Score -594311.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -594312.187500 Penalty: 2601.742676
	Iteration 80F: 3 clusters Score -594312.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -594317.000000 Penalty: 2601.742676
	Iteration 81Q: 3 clusters Score -594317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -594319.500000 Penalty: 2601.742676
	Iteration 82Q: 3 clusters Score -594319.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -594322.812500 Penalty: 2601.742676
	Iteration 83Q: 3 clusters Score -594322.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -594327.312500 Penalty: 2601.742676
	Iteration 84Q: 3 clusters Score -594327.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -594332.000000 Penalty: 2601.742676
	Iteration 85Q: 3 clusters Score -594332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -594335.437500 Penalty: 2601.742676
	Iteration 86Q: 3 clusters Score -594335.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -594338.750000 Penalty: 2601.742676
	Iteration 87Q: 3 clusters Score -594338.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -594340.875000 Penalty: 2601.742676
	Iteration 88Q: 3 clusters Score -594340.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -594344.000000 Penalty: 2601.742676
	Iteration 89Q: 3 clusters Score -594344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -594346.250000 Penalty: 2601.742676
	Iteration 90Q: 3 clusters Score -594346.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -594347.812500 Penalty: 2601.742676
	Iteration 91Q: 3 clusters Score -594347.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -594348.937500 Penalty: 2601.742676
	Iteration 92Q: 3 clusters Score -594348.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -594350.500000 Penalty: 2601.742676
	Iteration 93Q: 3 clusters Score -594350.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -594353.625000 Penalty: 2601.742676
	Iteration 94Q: 3 clusters Score -594353.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -594356.875000 Penalty: 2601.742676
	Iteration 95Q: 3 clusters Score -594356.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -594356.875000 Penalty: 2601.742676
	Iteration 96F: 3 clusters Score -594356.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Entering Unmasked Estep 
Score: -129454.148438 Penalty: 1081.199951
	Iteration 0F: 2 clusters Score -129454.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -127945.625000 Penalty: 2162.399902
	Iteration 0F: 3 clusters Score -127945.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -128347.156250 Penalty: 2162.399902
	Iteration 1F: 3 clusters Score -128347.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -128484.226562 Penalty: 2162.399902
	Iteration 2F: 3 clusters Score -128484.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -128589.046875 Penalty: 2162.399902
	Iteration 3F: 3 clusters Score -128589 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -128664.250000 Penalty: 2162.399902
	Iteration 4Q: 3 clusters Score -128664.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -128710.734375 Penalty: 2162.399902
	Iteration 5Q: 3 clusters Score -128710.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -128745.609375 Penalty: 2162.399902
	Iteration 6Q: 3 clusters Score -128745.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -128771.585938 Penalty: 2162.399902
	Iteration 7Q: 3 clusters Score -128771.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -128801.445312 Penalty: 2162.399902
	Iteration 8Q: 3 clusters Score -128801.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -128835.476562 Penalty: 2162.399902
	Iteration 9Q: 3 clusters Score -128835.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -128866.679688 Penalty: 2162.399902
	Iteration 10Q: 3 clusters Score -128866.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -128882.054688 Penalty: 2162.399902
	Iteration 11Q: 3 clusters Score -128882.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -128892.257812 Penalty: 2162.399902
	Iteration 12Q: 3 clusters Score -128892.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -128897.507812 Penalty: 2162.399902
	Iteration 13Q: 3 clusters Score -128897.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -128898.078125 Penalty: 2162.399902
	Iteration 14Q: 3 clusters Score -128898.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -128898.078125 Penalty: 2162.399902
	Iteration 15F: 3 clusters Score -128898.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (6591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Entering Unmasked Estep 
Score: -664748.875000 Penalty: 1308.467041
	Iteration 0F: 2 clusters Score -664748.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -660143.500000 Penalty: 2616.934082
	Iteration 0F: 3 clusters Score -660143.5 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -661590.625000 Penalty: 2616.934082
	Iteration 1F: 3 clusters Score -661590.6 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -661836.750000 Penalty: 2616.934082
	Iteration 2F: 3 clusters Score -661836.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -661982.812500 Penalty: 2616.934082
	Iteration 3Q: 3 clusters Score -661982.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -662082.437500 Penalty: 2616.934082
	Iteration 4Q: 3 clusters Score -662082.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -662156.000000 Penalty: 2616.934082
	Iteration 5Q: 3 clusters Score -662156 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -662231.250000 Penalty: 2616.934082
	Iteration 6Q: 3 clusters Score -662231.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -662294.500000 Penalty: 2616.934082
	Iteration 7Q: 3 clusters Score -662294.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -662361.000000 Penalty: 2616.934082
	Iteration 8Q: 3 clusters Score -662361 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -662417.187500 Penalty: 2616.934082
	Iteration 9Q: 3 clusters Score -662417.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -662475.375000 Penalty: 2616.934082
	Iteration 10Q: 3 clusters Score -662475.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -662534.437500 Penalty: 2616.934082
	Iteration 11Q: 3 clusters Score -662534.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -662590.312500 Penalty: 2616.934082
	Iteration 12Q: 3 clusters Score -662590.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -662646.937500 Penalty: 2616.934082
	Iteration 13Q: 3 clusters Score -662646.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -662720.250000 Penalty: 2616.934082
	Iteration 14Q: 3 clusters Score -662720.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -662794.750000 Penalty: 2616.934082
	Iteration 15Q: 3 clusters Score -662794.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -662868.437500 Penalty: 2616.934082
	Iteration 16Q: 3 clusters Score -662868.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -662938.187500 Penalty: 2616.934082
	Iteration 17Q: 3 clusters Score -662938.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -663015.812500 Penalty: 2616.934082
	Iteration 18Q: 3 clusters Score -663015.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -663101.937500 Penalty: 2616.934082
	Iteration 19Q: 3 clusters Score -663101.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -663171.875000 Penalty: 2616.934082
	Iteration 20F: 3 clusters Score -663171.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -663245.000000 Penalty: 2616.934082
	Iteration 21Q: 3 clusters Score -663245 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -663321.875000 Penalty: 2616.934082
	Iteration 22Q: 3 clusters Score -663321.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -663383.250000 Penalty: 2616.934082
	Iteration 23Q: 3 clusters Score -663383.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -663450.250000 Penalty: 2616.934082
	Iteration 24Q: 3 clusters Score -663450.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -663497.812500 Penalty: 2616.934082
	Iteration 25Q: 3 clusters Score -663497.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -663540.875000 Penalty: 2616.934082
	Iteration 26Q: 3 clusters Score -663540.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -663587.500000 Penalty: 2616.934082
	Iteration 27Q: 3 clusters Score -663587.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -663617.750000 Penalty: 2616.934082
	Iteration 28Q: 3 clusters Score -663617.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -663636.625000 Penalty: 2616.934082
	Iteration 29Q: 3 clusters Score -663636.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -663645.125000 Penalty: 2616.934082
	Iteration 30Q: 3 clusters Score -663645.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -663657.937500 Penalty: 2616.934082
	Iteration 31Q: 3 clusters Score -663657.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -663670.562500 Penalty: 2616.934082
	Iteration 32Q: 3 clusters Score -663670.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -663682.500000 Penalty: 2616.934082
	Iteration 33Q: 3 clusters Score -663682.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -663686.687500 Penalty: 2616.934082
	Iteration 34Q: 3 clusters Score -663686.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -663692.125000 Penalty: 2616.934082
	Iteration 35Q: 3 clusters Score -663692.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -663698.625000 Penalty: 2616.934082
	Iteration 36Q: 3 clusters Score -663698.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -663701.375000 Penalty: 2616.934082
	Iteration 37Q: 3 clusters Score -663701.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -663703.750000 Penalty: 2616.934082
	Iteration 38Q: 3 clusters Score -663703.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -663704.125000 Penalty: 2616.934082
	Iteration 39Q: 3 clusters Score -663704.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -663704.750000 Penalty: 2616.934082
	Iteration 40F: 3 clusters Score -663704.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (20028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Entering Unmasked Estep 
Score: -2081073.250000 Penalty: 1473.847046
	Iteration 0F: 2 clusters Score -2081073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -2067900.125000 Penalty: 2947.694092
	Iteration 0F: 3 clusters Score -2067900 nChanged 8874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -2072667.125000 Penalty: 2947.694092
	Iteration 1F: 3 clusters Score -2072667 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -2073114.875000 Penalty: 2947.694092
	Iteration 2F: 3 clusters Score -2073115 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -2073566.125000 Penalty: 2947.694092
	Iteration 3F: 3 clusters Score -2073566 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -2074102.375000 Penalty: 2947.694092
	Iteration 4F: 3 clusters Score -2074102 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -2074747.375000 Penalty: 2947.694092
	Iteration 5F: 3 clusters Score -2074747 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -2075532.000000 Penalty: 2947.694092
	Iteration 6F: 3 clusters Score -2075532 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -2076394.875000 Penalty: 2947.694092
	Iteration 7F: 3 clusters Score -2076395 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -2077252.750000 Penalty: 2947.694092
	Iteration 8F: 3 clusters Score -2077253 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -2077962.875000 Penalty: 2947.694092
	Iteration 9Q: 3 clusters Score -2077963 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -2078533.750000 Penalty: 2947.694092
	Iteration 10Q: 3 clusters Score -2078534 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -2078973.500000 Penalty: 2947.694092
	Iteration 11Q: 3 clusters Score -2078974 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -2079274.250000 Penalty: 2947.694092
	Iteration 12Q: 3 clusters Score -2079274 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -2079486.000000 Penalty: 2947.694092
	Iteration 13Q: 3 clusters Score -2079486 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -2079616.000000 Penalty: 2947.694092
	Iteration 14Q: 3 clusters Score -2079616 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -2079710.500000 Penalty: 2947.694092
	Iteration 15Q: 3 clusters Score -2079710 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -2079766.625000 Penalty: 2947.694092
	Iteration 16Q: 3 clusters Score -2079767 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -2079813.000000 Penalty: 2947.694092
	Iteration 17Q: 3 clusters Score -2079813 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -2079845.500000 Penalty: 2947.694092
	Iteration 18Q: 3 clusters Score -2079846 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -2079868.000000 Penalty: 2947.694092
	Iteration 19Q: 3 clusters Score -2079868 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -2079888.125000 Penalty: 2947.694092
	Iteration 20F: 3 clusters Score -2079888 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -2079902.250000 Penalty: 2947.694092
	Iteration 21Q: 3 clusters Score -2079902 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -2079921.625000 Penalty: 2947.694092
	Iteration 22Q: 3 clusters Score -2079922 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -2079936.750000 Penalty: 2947.694092
	Iteration 23Q: 3 clusters Score -2079937 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -2079949.000000 Penalty: 2947.694092
	Iteration 24Q: 3 clusters Score -2079949 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -2079963.125000 Penalty: 2947.694092
	Iteration 25Q: 3 clusters Score -2079963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -2079966.125000 Penalty: 2947.694092
	Iteration 26Q: 3 clusters Score -2079966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -2079967.000000 Penalty: 2947.694092
	Iteration 27Q: 3 clusters Score -2079967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -2079971.000000 Penalty: 2947.694092
	Iteration 28Q: 3 clusters Score -2079971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -2079973.125000 Penalty: 2947.694092
	Iteration 29Q: 3 clusters Score -2079973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -2079980.500000 Penalty: 2947.694092
	Iteration 30Q: 3 clusters Score -2079980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -2079980.750000 Penalty: 2947.694092
	Iteration 31Q: 3 clusters Score -2079981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -2079980.750000 Penalty: 2947.694092
	Iteration 32Q: 3 clusters Score -2079981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -2079980.250000 Penalty: 2947.694092
	Iteration 33Q: 3 clusters Score -2079980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -2079980.250000 Penalty: 2947.694092
	Iteration 34F: 3 clusters Score -2079980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64792 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15847 members 
Mstep: Class 4 contains 24154 members 
Mstep: Class 5 contains 8414 members 
Mstep: Class 6 contains 10874 members 
Mstep: Class 7 contains 37893 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11564 members 
Mstep: Class 10 contains 49461 members 
Mstep: Class 11 contains 39933 members 
Mstep: Class 12 contains 29570 members 
Mstep: Class 13 contains 13219 members 
Mstep: Class 14 contains 1585 members 
Mstep: Class 15 contains 12343 members 
Mstep: Class 16 contains 6475 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 2175 members 
Mstep: Class 19 contains 33449 members 
Mstep: Class 20 contains 9997 members 
Mstep: Class 21 contains 2587 members 
Mstep: Class 22 contains 7694 members 
Mstep: Class 23 contains 4589 members 
Mstep: Class 24 contains 4149 members 
Mstep: Class 25 contains 15443 members 
Mstep: Class 26 contains 16151 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 20891 members 
Mstep: Class 29 contains 9661 members 
Mstep: Class 30 contains 22532 members 
Mstep: Class 31 contains 14714 members 
Mstep: Class 32 contains 10644 members 
Mstep: Class 33 contains 3892 members 
Mstep: Class 34 contains 52878 members 
Mstep: Class 35 contains 201493 members 
Mstep: Class 36 contains 2766 members 
Mstep: Class 37 contains 11043 members 
Mstep: Class 38 contains 8291 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 911 members 
Mstep: Class 41 contains 35701 members 
Mstep: Class 42 contains 1929 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6263 members 
Mstep: Class 46 contains 1431 members 
Mstep: Class 47 contains 6591 members 
Mstep: Class 48 contains 20028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134488.000000 Penalty: 97921.867188
Iteration 159Q: 49 clusters Score -8.813449e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64788 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15854 members 
Mstep: Class 4 contains 24164 members 
Mstep: Class 5 contains 8426 members 
Mstep: Class 6 contains 10870 members 
Mstep: Class 7 contains 37892 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11564 members 
Mstep: Class 10 contains 49449 members 
Mstep: Class 11 contains 39934 members 
Mstep: Class 12 contains 29565 members 
Mstep: Class 13 contains 13222 members 
Mstep: Class 14 contains 1585 members 
Mstep: Class 15 contains 12341 members 
Mstep: Class 16 contains 6475 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 2175 members 
Mstep: Class 19 contains 33473 members 
Mstep: Class 20 contains 9999 members 
Mstep: Class 21 contains 2587 members 
Mstep: Class 22 contains 7694 members 
Mstep: Class 23 contains 4592 members 
Mstep: Class 24 contains 4150 members 
Mstep: Class 25 contains 15443 members 
Mstep: Class 26 contains 16151 members 
Mstep: Class 27 contains 7328 members 
Mstep: Class 28 contains 20894 members 
Mstep: Class 29 contains 9662 members 
Mstep: Class 30 contains 22529 members 
Mstep: Class 31 contains 14712 members 
Mstep: Class 32 contains 10645 members 
Mstep: Class 33 contains 3890 members 
Mstep: Class 34 contains 52846 members 
Mstep: Class 35 contains 201475 members 
Mstep: Class 36 contains 2766 members 
Mstep: Class 37 contains 11043 members 
Mstep: Class 38 contains 8288 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 911 members 
Mstep: Class 41 contains 35708 members 
Mstep: Class 42 contains 1929 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6267 members 
Mstep: Class 46 contains 1430 members 
Mstep: Class 47 contains 6600 members 
Mstep: Class 48 contains 20025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134568.000000 Penalty: 97921.867188
Iteration 160F: 49 clusters Score -8.813457e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64787 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15860 members 
Mstep: Class 4 contains 24172 members 
Mstep: Class 5 contains 8429 members 
Mstep: Class 6 contains 10865 members 
Mstep: Class 7 contains 37893 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11564 members 
Mstep: Class 10 contains 49442 members 
Mstep: Class 11 contains 39936 members 
Mstep: Class 12 contains 29556 members 
Mstep: Class 13 contains 13222 members 
Mstep: Class 14 contains 1585 members 
Mstep: Class 15 contains 12337 members 
Mstep: Class 16 contains 6475 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 2176 members 
Mstep: Class 19 contains 33502 members 
Mstep: Class 20 contains 9998 members 
Mstep: Class 21 contains 2589 members 
Mstep: Class 22 contains 7695 members 
Mstep: Class 23 contains 4595 members 
Mstep: Class 24 contains 4149 members 
Mstep: Class 25 contains 15443 members 
Mstep: Class 26 contains 16151 members 
Mstep: Class 27 contains 7334 members 
Mstep: Class 28 contains 20894 members 
Mstep: Class 29 contains 9664 members 
Mstep: Class 30 contains 22527 members 
Mstep: Class 31 contains 14713 members 
Mstep: Class 32 contains 10645 members 
Mstep: Class 33 contains 3887 members 
Mstep: Class 34 contains 52804 members 
Mstep: Class 35 contains 201466 members 
Mstep: Class 36 contains 2766 members 
Mstep: Class 37 contains 11043 members 
Mstep: Class 38 contains 8288 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 911 members 
Mstep: Class 41 contains 35713 members 
Mstep: Class 42 contains 1929 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6272 members 
Mstep: Class 46 contains 1430 members 
Mstep: Class 47 contains 6608 members 
Mstep: Class 48 contains 20026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134496.000000 Penalty: 97921.867188
Iteration 161Q: 49 clusters Score -8.81345e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64784 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15867 members 
Mstep: Class 4 contains 24183 members 
Mstep: Class 5 contains 8430 members 
Mstep: Class 6 contains 10862 members 
Mstep: Class 7 contains 37893 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11565 members 
Mstep: Class 10 contains 49436 members 
Mstep: Class 11 contains 39934 members 
Mstep: Class 12 contains 29554 members 
Mstep: Class 13 contains 13222 members 
Mstep: Class 14 contains 1585 members 
Mstep: Class 15 contains 12335 members 
Mstep: Class 16 contains 6475 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 2175 members 
Mstep: Class 19 contains 33531 members 
Mstep: Class 20 contains 9999 members 
Mstep: Class 21 contains 2590 members 
Mstep: Class 22 contains 7696 members 
Mstep: Class 23 contains 4594 members 
Mstep: Class 24 contains 4152 members 
Mstep: Class 25 contains 15443 members 
Mstep: Class 26 contains 16151 members 
Mstep: Class 27 contains 7339 members 
Mstep: Class 28 contains 20896 members 
Mstep: Class 29 contains 9667 members 
Mstep: Class 30 contains 22525 members 
Mstep: Class 31 contains 14715 members 
Mstep: Class 32 contains 10645 members 
Mstep: Class 33 contains 3888 members 
Mstep: Class 34 contains 52764 members 
Mstep: Class 35 contains 201443 members 
Mstep: Class 36 contains 2766 members 
Mstep: Class 37 contains 11043 members 
Mstep: Class 38 contains 8288 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 911 members 
Mstep: Class 41 contains 35719 members 
Mstep: Class 42 contains 1929 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6275 members 
Mstep: Class 46 contains 1430 members 
Mstep: Class 47 contains 6617 members 
Mstep: Class 48 contains 20025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134608.000000 Penalty: 97921.867188
Iteration 162Q: 49 clusters Score -8.813461e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64781 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15878 members 
Mstep: Class 4 contains 24203 members 
Mstep: Class 5 contains 8434 members 
Mstep: Class 6 contains 10857 members 
Mstep: Class 7 contains 37890 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11565 members 
Mstep: Class 10 contains 49424 members 
Mstep: Class 11 contains 39931 members 
Mstep: Class 12 contains 29556 members 
Mstep: Class 13 contains 13223 members 
Mstep: Class 14 contains 1585 members 
Mstep: Class 15 contains 12331 members 
Mstep: Class 16 contains 6475 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 2175 members 
Mstep: Class 19 contains 33555 members 
Mstep: Class 20 contains 10002 members 
Mstep: Class 21 contains 2590 members 
Mstep: Class 22 contains 7695 members 
Mstep: Class 23 contains 4594 members 
Mstep: Class 24 contains 4153 members 
Mstep: Class 25 contains 15443 members 
Mstep: Class 26 contains 16151 members 
Mstep: Class 27 contains 7340 members 
Mstep: Class 28 contains 20894 members 
Mstep: Class 29 contains 9670 members 
Mstep: Class 30 contains 22526 members 
Mstep: Class 31 contains 14718 members 
Mstep: Class 32 contains 10645 members 
Mstep: Class 33 contains 3889 members 
Mstep: Class 34 contains 52731 members 
Mstep: Class 35 contains 201413 members 
Mstep: Class 36 contains 2765 members 
Mstep: Class 37 contains 11044 members 
Mstep: Class 38 contains 8287 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 911 members 
Mstep: Class 41 contains 35725 members 
Mstep: Class 42 contains 1929 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6281 members 
Mstep: Class 46 contains 1430 members 
Mstep: Class 47 contains 6626 members 
Mstep: Class 48 contains 20026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134536.000000 Penalty: 97921.867188
Iteration 163Q: 49 clusters Score -8.813454e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64782 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15880 members 
Mstep: Class 4 contains 24225 members 
Mstep: Class 5 contains 8439 members 
Mstep: Class 6 contains 10852 members 
Mstep: Class 7 contains 37889 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11565 members 
Mstep: Class 10 contains 49416 members 
Mstep: Class 11 contains 39928 members 
Mstep: Class 12 contains 29556 members 
Mstep: Class 13 contains 13222 members 
Mstep: Class 14 contains 1585 members 
Mstep: Class 15 contains 12328 members 
Mstep: Class 16 contains 6475 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 2173 members 
Mstep: Class 19 contains 33581 members 
Mstep: Class 20 contains 10005 members 
Mstep: Class 21 contains 2591 members 
Mstep: Class 22 contains 7693 members 
Mstep: Class 23 contains 4596 members 
Mstep: Class 24 contains 4155 members 
Mstep: Class 25 contains 15443 members 
Mstep: Class 26 contains 16151 members 
Mstep: Class 27 contains 7347 members 
Mstep: Class 28 contains 20894 members 
Mstep: Class 29 contains 9671 members 
Mstep: Class 30 contains 22528 members 
Mstep: Class 31 contains 14719 members 
Mstep: Class 32 contains 10645 members 
Mstep: Class 33 contains 3887 members 
Mstep: Class 34 contains 52691 members 
Mstep: Class 35 contains 201383 members 
Mstep: Class 36 contains 2764 members 
Mstep: Class 37 contains 11044 members 
Mstep: Class 38 contains 8287 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 911 members 
Mstep: Class 41 contains 35735 members 
Mstep: Class 42 contains 1929 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6284 members 
Mstep: Class 46 contains 1430 members 
Mstep: Class 47 contains 6631 members 
Mstep: Class 48 contains 20031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134384.000000 Penalty: 97921.867188
Iteration 164Q: 49 clusters Score -8.813438e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64781 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15877 members 
Mstep: Class 4 contains 24226 members 
Mstep: Class 5 contains 8441 members 
Mstep: Class 6 contains 10850 members 
Mstep: Class 7 contains 37888 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11565 members 
Mstep: Class 10 contains 49416 members 
Mstep: Class 11 contains 39926 members 
Mstep: Class 12 contains 29556 members 
Mstep: Class 13 contains 13222 members 
Mstep: Class 14 contains 1585 members 
Mstep: Class 15 contains 12323 members 
Mstep: Class 16 contains 6475 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 2176 members 
Mstep: Class 19 contains 33604 members 
Mstep: Class 20 contains 10005 members 
Mstep: Class 21 contains 2590 members 
Mstep: Class 22 contains 7691 members 
Mstep: Class 23 contains 4600 members 
Mstep: Class 24 contains 4154 members 
Mstep: Class 25 contains 15443 members 
Mstep: Class 26 contains 16151 members 
Mstep: Class 27 contains 7354 members 
Mstep: Class 28 contains 20895 members 
Mstep: Class 29 contains 9672 members 
Mstep: Class 30 contains 22532 members 
Mstep: Class 31 contains 14722 members 
Mstep: Class 32 contains 10644 members 
Mstep: Class 33 contains 3886 members 
Mstep: Class 34 contains 52659 members 
Mstep: Class 35 contains 201359 members 
Mstep: Class 36 contains 2763 members 
Mstep: Class 37 contains 11044 members 
Mstep: Class 38 contains 8287 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 911 members 
Mstep: Class 41 contains 35751 members 
Mstep: Class 42 contains 1929 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6285 members 
Mstep: Class 46 contains 1430 members 
Mstep: Class 47 contains 6639 members 
Mstep: Class 48 contains 20034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134456.000000 Penalty: 97921.867188
Iteration 165Q: 49 clusters Score -8.813446e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64780 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15876 members 
Mstep: Class 4 contains 24231 members 
Mstep: Class 5 contains 8445 members 
Mstep: Class 6 contains 10849 members 
Mstep: Class 7 contains 37887 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11565 members 
Mstep: Class 10 contains 49414 members 
Mstep: Class 11 contains 39925 members 
Mstep: Class 12 contains 29554 members 
Mstep: Class 13 contains 13222 members 
Mstep: Class 14 contains 1585 members 
Mstep: Class 15 contains 12317 members 
Mstep: Class 16 contains 6475 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 2178 members 
Mstep: Class 19 contains 33626 members 
Mstep: Class 20 contains 10006 members 
Mstep: Class 21 contains 2588 members 
Mstep: Class 22 contains 7690 members 
Mstep: Class 23 contains 4606 members 
Mstep: Class 24 contains 4156 members 
Mstep: Class 25 contains 15443 members 
Mstep: Class 26 contains 16151 members 
Mstep: Class 27 contains 7357 members 
Mstep: Class 28 contains 20895 members 
Mstep: Class 29 contains 9673 members 
Mstep: Class 30 contains 22530 members 
Mstep: Class 31 contains 14722 members 
Mstep: Class 32 contains 10643 members 
Mstep: Class 33 contains 3887 members 
Mstep: Class 34 contains 52631 members 
Mstep: Class 35 contains 201336 members 
Mstep: Class 36 contains 2763 members 
Mstep: Class 37 contains 11044 members 
Mstep: Class 38 contains 8289 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 911 members 
Mstep: Class 41 contains 35765 members 
Mstep: Class 42 contains 1929 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6286 members 
Mstep: Class 46 contains 1430 members 
Mstep: Class 47 contains 6644 members 
Mstep: Class 48 contains 20037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134352.000000 Penalty: 97921.867188
Iteration 166Q: 49 clusters Score -8.813435e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64777 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15873 members 
Mstep: Class 4 contains 24241 members 
Mstep: Class 5 contains 8449 members 
Mstep: Class 6 contains 10849 members 
Mstep: Class 7 contains 37888 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11565 members 
Mstep: Class 10 contains 49406 members 
Mstep: Class 11 contains 39923 members 
Mstep: Class 12 contains 29554 members 
Mstep: Class 13 contains 13222 members 
Mstep: Class 14 contains 1585 members 
Mstep: Class 15 contains 12311 members 
Mstep: Class 16 contains 6475 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 2180 members 
Mstep: Class 19 contains 33663 members 
Mstep: Class 20 contains 10006 members 
Mstep: Class 21 contains 2586 members 
Mstep: Class 22 contains 7686 members 
Mstep: Class 23 contains 4612 members 
Mstep: Class 24 contains 4165 members 
Mstep: Class 25 contains 15443 members 
Mstep: Class 26 contains 16151 members 
Mstep: Class 27 contains 7358 members 
Mstep: Class 28 contains 20893 members 
Mstep: Class 29 contains 9674 members 
Mstep: Class 30 contains 22528 members 
Mstep: Class 31 contains 14722 members 
Mstep: Class 32 contains 10643 members 
Mstep: Class 33 contains 3886 members 
Mstep: Class 34 contains 52595 members 
Mstep: Class 35 contains 201311 members 
Mstep: Class 36 contains 2764 members 
Mstep: Class 37 contains 11044 members 
Mstep: Class 38 contains 8285 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 911 members 
Mstep: Class 41 contains 35776 members 
Mstep: Class 42 contains 1928 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6289 members 
Mstep: Class 46 contains 1430 members 
Mstep: Class 47 contains 6653 members 
Mstep: Class 48 contains 20041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134352.000000 Penalty: 97921.867188
Iteration 167Q: 49 clusters Score -8.813435e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64770 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15862 members 
Mstep: Class 4 contains 24263 members 
Mstep: Class 5 contains 8454 members 
Mstep: Class 6 contains 10843 members 
Mstep: Class 7 contains 37888 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11565 members 
Mstep: Class 10 contains 49398 members 
Mstep: Class 11 contains 39923 members 
Mstep: Class 12 contains 29553 members 
Mstep: Class 13 contains 13223 members 
Mstep: Class 14 contains 1585 members 
Mstep: Class 15 contains 12308 members 
Mstep: Class 16 contains 6475 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 2181 members 
Mstep: Class 19 contains 33698 members 
Mstep: Class 20 contains 10006 members 
Mstep: Class 21 contains 2586 members 
Mstep: Class 22 contains 7681 members 
Mstep: Class 23 contains 4616 members 
Mstep: Class 24 contains 4174 members 
Mstep: Class 25 contains 15442 members 
Mstep: Class 26 contains 16151 members 
Mstep: Class 27 contains 7362 members 
Mstep: Class 28 contains 20892 members 
Mstep: Class 29 contains 9676 members 
Mstep: Class 30 contains 22526 members 
Mstep: Class 31 contains 14724 members 
Mstep: Class 32 contains 10643 members 
Mstep: Class 33 contains 3885 members 
Mstep: Class 34 contains 52558 members 
Mstep: Class 35 contains 201281 members 
Mstep: Class 36 contains 2764 members 
Mstep: Class 37 contains 11044 members 
Mstep: Class 38 contains 8282 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 911 members 
Mstep: Class 41 contains 35788 members 
Mstep: Class 42 contains 1928 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6291 members 
Mstep: Class 46 contains 1430 members 
Mstep: Class 47 contains 6670 members 
Mstep: Class 48 contains 20041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134368.000000 Penalty: 97921.867188
Iteration 168Q: 49 clusters Score -8.813437e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64763 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15855 members 
Mstep: Class 4 contains 24280 members 
Mstep: Class 5 contains 8456 members 
Mstep: Class 6 contains 10834 members 
Mstep: Class 7 contains 37890 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11565 members 
Mstep: Class 10 contains 49386 members 
Mstep: Class 11 contains 39922 members 
Mstep: Class 12 contains 29546 members 
Mstep: Class 13 contains 13225 members 
Mstep: Class 14 contains 1585 members 
Mstep: Class 15 contains 12306 members 
Mstep: Class 16 contains 6475 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 2181 members 
Mstep: Class 19 contains 33731 members 
Mstep: Class 20 contains 10007 members 
Mstep: Class 21 contains 2587 members 
Mstep: Class 22 contains 7678 members 
Mstep: Class 23 contains 4620 members 
Mstep: Class 24 contains 4180 members 
Mstep: Class 25 contains 15442 members 
Mstep: Class 26 contains 16151 members 
Mstep: Class 27 contains 7366 members 
Mstep: Class 28 contains 20889 members 
Mstep: Class 29 contains 9675 members 
Mstep: Class 30 contains 22522 members 
Mstep: Class 31 contains 14728 members 
Mstep: Class 32 contains 10644 members 
Mstep: Class 33 contains 3885 members 
Mstep: Class 34 contains 52520 members 
Mstep: Class 35 contains 201266 members 
Mstep: Class 36 contains 2764 members 
Mstep: Class 37 contains 11044 members 
Mstep: Class 38 contains 8278 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 911 members 
Mstep: Class 41 contains 35809 members 
Mstep: Class 42 contains 1927 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6290 members 
Mstep: Class 46 contains 1430 members 
Mstep: Class 47 contains 6687 members 
Mstep: Class 48 contains 20041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134432.000000 Penalty: 97921.867188
Iteration 169Q: 49 clusters Score -8.813443e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64759 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15852 members 
Mstep: Class 4 contains 24292 members 
Mstep: Class 5 contains 8460 members 
Mstep: Class 6 contains 10828 members 
Mstep: Class 7 contains 37888 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11565 members 
Mstep: Class 10 contains 49374 members 
Mstep: Class 11 contains 39920 members 
Mstep: Class 12 contains 29543 members 
Mstep: Class 13 contains 13227 members 
Mstep: Class 14 contains 1584 members 
Mstep: Class 15 contains 12306 members 
Mstep: Class 16 contains 6475 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 2183 members 
Mstep: Class 19 contains 33767 members 
Mstep: Class 20 contains 10009 members 
Mstep: Class 21 contains 2585 members 
Mstep: Class 22 contains 7679 members 
Mstep: Class 23 contains 4625 members 
Mstep: Class 24 contains 4181 members 
Mstep: Class 25 contains 15441 members 
Mstep: Class 26 contains 16151 members 
Mstep: Class 27 contains 7371 members 
Mstep: Class 28 contains 20890 members 
Mstep: Class 29 contains 9677 members 
Mstep: Class 30 contains 22506 members 
Mstep: Class 31 contains 14733 members 
Mstep: Class 32 contains 10646 members 
Mstep: Class 33 contains 3885 members 
Mstep: Class 34 contains 52478 members 
Mstep: Class 35 contains 201249 members 
Mstep: Class 36 contains 2763 members 
Mstep: Class 37 contains 11044 members 
Mstep: Class 38 contains 8277 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 911 members 
Mstep: Class 41 contains 35829 members 
Mstep: Class 42 contains 1927 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6291 members 
Mstep: Class 46 contains 1430 members 
Mstep: Class 47 contains 6699 members 
Mstep: Class 48 contains 20041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134384.000000 Penalty: 97921.867188
Iteration 170Q: 49 clusters Score -8.813438e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64757 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15847 members 
Mstep: Class 4 contains 24292 members 
Mstep: Class 5 contains 8466 members 
Mstep: Class 6 contains 10826 members 
Mstep: Class 7 contains 37887 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11565 members 
Mstep: Class 10 contains 49368 members 
Mstep: Class 11 contains 39922 members 
Mstep: Class 12 contains 29545 members 
Mstep: Class 13 contains 13229 members 
Mstep: Class 14 contains 1584 members 
Mstep: Class 15 contains 12304 members 
Mstep: Class 16 contains 6475 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 2182 members 
Mstep: Class 19 contains 33790 members 
Mstep: Class 20 contains 10010 members 
Mstep: Class 21 contains 2586 members 
Mstep: Class 22 contains 7680 members 
Mstep: Class 23 contains 4632 members 
Mstep: Class 24 contains 4182 members 
Mstep: Class 25 contains 15441 members 
Mstep: Class 26 contains 16151 members 
Mstep: Class 27 contains 7369 members 
Mstep: Class 28 contains 20894 members 
Mstep: Class 29 contains 9677 members 
Mstep: Class 30 contains 22500 members 
Mstep: Class 31 contains 14736 members 
Mstep: Class 32 contains 10646 members 
Mstep: Class 33 contains 3888 members 
Mstep: Class 34 contains 52442 members 
Mstep: Class 35 contains 201224 members 
Mstep: Class 36 contains 2763 members 
Mstep: Class 37 contains 11044 members 
Mstep: Class 38 contains 8278 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 911 members 
Mstep: Class 41 contains 35850 members 
Mstep: Class 42 contains 1927 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6292 members 
Mstep: Class 46 contains 1430 members 
Mstep: Class 47 contains 6707 members 
Mstep: Class 48 contains 20042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134320.000000 Penalty: 97921.867188
Iteration 171Q: 49 clusters Score -8.813432e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64758 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15842 members 
Mstep: Class 4 contains 24289 members 
Mstep: Class 5 contains 8475 members 
Mstep: Class 6 contains 10820 members 
Mstep: Class 7 contains 37883 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11565 members 
Mstep: Class 10 contains 49358 members 
Mstep: Class 11 contains 39921 members 
Mstep: Class 12 contains 29547 members 
Mstep: Class 13 contains 13229 members 
Mstep: Class 14 contains 1584 members 
Mstep: Class 15 contains 12301 members 
Mstep: Class 16 contains 6475 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 2183 members 
Mstep: Class 19 contains 33814 members 
Mstep: Class 20 contains 10010 members 
Mstep: Class 21 contains 2586 members 
Mstep: Class 22 contains 7680 members 
Mstep: Class 23 contains 4638 members 
Mstep: Class 24 contains 4187 members 
Mstep: Class 25 contains 15441 members 
Mstep: Class 26 contains 16151 members 
Mstep: Class 27 contains 7374 members 
Mstep: Class 28 contains 20895 members 
Mstep: Class 29 contains 9680 members 
Mstep: Class 30 contains 22497 members 
Mstep: Class 31 contains 14737 members 
Mstep: Class 32 contains 10646 members 
Mstep: Class 33 contains 3890 members 
Mstep: Class 34 contains 52406 members 
Mstep: Class 35 contains 201209 members 
Mstep: Class 36 contains 2763 members 
Mstep: Class 37 contains 11044 members 
Mstep: Class 38 contains 8276 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 911 members 
Mstep: Class 41 contains 35867 members 
Mstep: Class 42 contains 1927 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6290 members 
Mstep: Class 46 contains 1430 members 
Mstep: Class 47 contains 6718 members 
Mstep: Class 48 contains 20044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134288.000000 Penalty: 97921.867188
Iteration 172Q: 49 clusters Score -8.813429e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64755 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15837 members 
Mstep: Class 4 contains 24288 members 
Mstep: Class 5 contains 8484 members 
Mstep: Class 6 contains 10816 members 
Mstep: Class 7 contains 37880 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11565 members 
Mstep: Class 10 contains 49352 members 
Mstep: Class 11 contains 39920 members 
Mstep: Class 12 contains 29545 members 
Mstep: Class 13 contains 13229 members 
Mstep: Class 14 contains 1584 members 
Mstep: Class 15 contains 12299 members 
Mstep: Class 16 contains 6475 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 2183 members 
Mstep: Class 19 contains 33844 members 
Mstep: Class 20 contains 10011 members 
Mstep: Class 21 contains 2587 members 
Mstep: Class 22 contains 7682 members 
Mstep: Class 23 contains 4637 members 
Mstep: Class 24 contains 4190 members 
Mstep: Class 25 contains 15441 members 
Mstep: Class 26 contains 16151 members 
Mstep: Class 27 contains 7378 members 
Mstep: Class 28 contains 20895 members 
Mstep: Class 29 contains 9688 members 
Mstep: Class 30 contains 22494 members 
Mstep: Class 31 contains 14741 members 
Mstep: Class 32 contains 10648 members 
Mstep: Class 33 contains 3890 members 
Mstep: Class 34 contains 52365 members 
Mstep: Class 35 contains 201179 members 
Mstep: Class 36 contains 2763 members 
Mstep: Class 37 contains 11044 members 
Mstep: Class 38 contains 8276 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 911 members 
Mstep: Class 41 contains 35889 members 
Mstep: Class 42 contains 1927 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6293 members 
Mstep: Class 46 contains 1430 members 
Mstep: Class 47 contains 6730 members 
Mstep: Class 48 contains 20045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134336.000000 Penalty: 97921.867188
Iteration 173Q: 49 clusters Score -8.813434e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64748 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15838 members 
Mstep: Class 4 contains 24285 members 
Mstep: Class 5 contains 8493 members 
Mstep: Class 6 contains 10812 members 
Mstep: Class 7 contains 37879 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11565 members 
Mstep: Class 10 contains 49347 members 
Mstep: Class 11 contains 39918 members 
Mstep: Class 12 contains 29543 members 
Mstep: Class 13 contains 13229 members 
Mstep: Class 14 contains 1584 members 
Mstep: Class 15 contains 12300 members 
Mstep: Class 16 contains 6476 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 2182 members 
Mstep: Class 19 contains 33875 members 
Mstep: Class 20 contains 10011 members 
Mstep: Class 21 contains 2586 members 
Mstep: Class 22 contains 7682 members 
Mstep: Class 23 contains 4639 members 
Mstep: Class 24 contains 4196 members 
Mstep: Class 25 contains 15441 members 
Mstep: Class 26 contains 16151 members 
Mstep: Class 27 contains 7384 members 
Mstep: Class 28 contains 20893 members 
Mstep: Class 29 contains 9690 members 
Mstep: Class 30 contains 22494 members 
Mstep: Class 31 contains 14743 members 
Mstep: Class 32 contains 10648 members 
Mstep: Class 33 contains 3892 members 
Mstep: Class 34 contains 52338 members 
Mstep: Class 35 contains 201147 members 
Mstep: Class 36 contains 2763 members 
Mstep: Class 37 contains 11044 members 
Mstep: Class 38 contains 8276 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 911 members 
Mstep: Class 41 contains 35899 members 
Mstep: Class 42 contains 1927 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6294 members 
Mstep: Class 46 contains 1430 members 
Mstep: Class 47 contains 6739 members 
Mstep: Class 48 contains 20049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134216.000000 Penalty: 97921.867188
Iteration 174Q: 49 clusters Score -8.813422e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64745 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15843 members 
Mstep: Class 4 contains 24280 members 
Mstep: Class 5 contains 8499 members 
Mstep: Class 6 contains 10808 members 
Mstep: Class 7 contains 37877 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11565 members 
Mstep: Class 10 contains 49341 members 
Mstep: Class 11 contains 39917 members 
Mstep: Class 12 contains 29535 members 
Mstep: Class 13 contains 13230 members 
Mstep: Class 14 contains 1586 members 
Mstep: Class 15 contains 12301 members 
Mstep: Class 16 contains 6476 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 2182 members 
Mstep: Class 19 contains 33897 members 
Mstep: Class 20 contains 10012 members 
Mstep: Class 21 contains 2586 members 
Mstep: Class 22 contains 7682 members 
Mstep: Class 23 contains 4641 members 
Mstep: Class 24 contains 4200 members 
Mstep: Class 25 contains 15441 members 
Mstep: Class 26 contains 16151 members 
Mstep: Class 27 contains 7388 members 
Mstep: Class 28 contains 20891 members 
Mstep: Class 29 contains 9691 members 
Mstep: Class 30 contains 22495 members 
Mstep: Class 31 contains 14745 members 
Mstep: Class 32 contains 10649 members 
Mstep: Class 33 contains 3893 members 
Mstep: Class 34 contains 52314 members 
Mstep: Class 35 contains 201121 members 
Mstep: Class 36 contains 2763 members 
Mstep: Class 37 contains 11044 members 
Mstep: Class 38 contains 8273 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 911 members 
Mstep: Class 41 contains 35913 members 
Mstep: Class 42 contains 1927 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6295 members 
Mstep: Class 46 contains 1430 members 
Mstep: Class 47 contains 6752 members 
Mstep: Class 48 contains 20051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134192.000000 Penalty: 97921.867188
Iteration 175Q: 49 clusters Score -8.813419e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64744 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15842 members 
Mstep: Class 4 contains 24280 members 
Mstep: Class 5 contains 8511 members 
Mstep: Class 6 contains 10804 members 
Mstep: Class 7 contains 37871 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11565 members 
Mstep: Class 10 contains 49330 members 
Mstep: Class 11 contains 39914 members 
Mstep: Class 12 contains 29537 members 
Mstep: Class 13 contains 13234 members 
Mstep: Class 14 contains 1590 members 
Mstep: Class 15 contains 12302 members 
Mstep: Class 16 contains 6476 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 2181 members 
Mstep: Class 19 contains 33924 members 
Mstep: Class 20 contains 10014 members 
Mstep: Class 21 contains 2587 members 
Mstep: Class 22 contains 7680 members 
Mstep: Class 23 contains 4647 members 
Mstep: Class 24 contains 4201 members 
Mstep: Class 25 contains 15440 members 
Mstep: Class 26 contains 16151 members 
Mstep: Class 27 contains 7388 members 
Mstep: Class 28 contains 20889 members 
Mstep: Class 29 contains 9693 members 
Mstep: Class 30 contains 22494 members 
Mstep: Class 31 contains 14745 members 
Mstep: Class 32 contains 10651 members 
Mstep: Class 33 contains 3892 members 
Mstep: Class 34 contains 52278 members 
Mstep: Class 35 contains 201104 members 
Mstep: Class 36 contains 2762 members 
Mstep: Class 37 contains 11044 members 
Mstep: Class 38 contains 8266 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 911 members 
Mstep: Class 41 contains 35930 members 
Mstep: Class 42 contains 1927 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6295 members 
Mstep: Class 46 contains 1430 members 
Mstep: Class 47 contains 6766 members 
Mstep: Class 48 contains 20051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134192.000000 Penalty: 97921.867188
Iteration 176Q: 49 clusters Score -8.813419e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64741 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15839 members 
Mstep: Class 4 contains 24277 members 
Mstep: Class 5 contains 8520 members 
Mstep: Class 6 contains 10800 members 
Mstep: Class 7 contains 37869 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11565 members 
Mstep: Class 10 contains 49326 members 
Mstep: Class 11 contains 39911 members 
Mstep: Class 12 contains 29523 members 
Mstep: Class 13 contains 13239 members 
Mstep: Class 14 contains 1594 members 
Mstep: Class 15 contains 12304 members 
Mstep: Class 16 contains 6476 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 2182 members 
Mstep: Class 19 contains 33942 members 
Mstep: Class 20 contains 10015 members 
Mstep: Class 21 contains 2588 members 
Mstep: Class 22 contains 7681 members 
Mstep: Class 23 contains 4655 members 
Mstep: Class 24 contains 4208 members 
Mstep: Class 25 contains 15438 members 
Mstep: Class 26 contains 16151 members 
Mstep: Class 27 contains 7392 members 
Mstep: Class 28 contains 20888 members 
Mstep: Class 29 contains 9693 members 
Mstep: Class 30 contains 22493 members 
Mstep: Class 31 contains 14745 members 
Mstep: Class 32 contains 10653 members 
Mstep: Class 33 contains 3890 members 
Mstep: Class 34 contains 52262 members 
Mstep: Class 35 contains 201080 members 
Mstep: Class 36 contains 2761 members 
Mstep: Class 37 contains 11044 members 
Mstep: Class 38 contains 8260 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 911 members 
Mstep: Class 41 contains 35941 members 
Mstep: Class 42 contains 1928 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6295 members 
Mstep: Class 46 contains 1430 members 
Mstep: Class 47 contains 6778 members 
Mstep: Class 48 contains 20053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134176.000000 Penalty: 97921.867188
Iteration 177Q: 49 clusters Score -8.813418e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64737 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15838 members 
Mstep: Class 4 contains 24261 members 
Mstep: Class 5 contains 8533 members 
Mstep: Class 6 contains 10797 members 
Mstep: Class 7 contains 37866 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11565 members 
Mstep: Class 10 contains 49320 members 
Mstep: Class 11 contains 39911 members 
Mstep: Class 12 contains 29510 members 
Mstep: Class 13 contains 13245 members 
Mstep: Class 14 contains 1596 members 
Mstep: Class 15 contains 12303 members 
Mstep: Class 16 contains 6476 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 2183 members 
Mstep: Class 19 contains 33954 members 
Mstep: Class 20 contains 10016 members 
Mstep: Class 21 contains 2589 members 
Mstep: Class 22 contains 7681 members 
Mstep: Class 23 contains 4661 members 
Mstep: Class 24 contains 4212 members 
Mstep: Class 25 contains 15437 members 
Mstep: Class 26 contains 16151 members 
Mstep: Class 27 contains 7397 members 
Mstep: Class 28 contains 20887 members 
Mstep: Class 29 contains 9697 members 
Mstep: Class 30 contains 22494 members 
Mstep: Class 31 contains 14746 members 
Mstep: Class 32 contains 10654 members 
Mstep: Class 33 contains 3891 members 
Mstep: Class 34 contains 52245 members 
Mstep: Class 35 contains 201062 members 
Mstep: Class 36 contains 2761 members 
Mstep: Class 37 contains 11045 members 
Mstep: Class 38 contains 8253 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 911 members 
Mstep: Class 41 contains 35952 members 
Mstep: Class 42 contains 1928 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6299 members 
Mstep: Class 46 contains 1430 members 
Mstep: Class 47 contains 6795 members 
Mstep: Class 48 contains 20052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134272.000000 Penalty: 97921.867188
Iteration 178Q: 49 clusters Score -8.813427e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64734 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15842 members 
Mstep: Class 4 contains 24253 members 
Mstep: Class 5 contains 8548 members 
Mstep: Class 6 contains 10793 members 
Mstep: Class 7 contains 37863 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11565 members 
Mstep: Class 10 contains 49311 members 
Mstep: Class 11 contains 39909 members 
Mstep: Class 12 contains 29498 members 
Mstep: Class 13 contains 13244 members 
Mstep: Class 14 contains 1597 members 
Mstep: Class 15 contains 12303 members 
Mstep: Class 16 contains 6476 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 2186 members 
Mstep: Class 19 contains 33967 members 
Mstep: Class 20 contains 10018 members 
Mstep: Class 21 contains 2589 members 
Mstep: Class 22 contains 7682 members 
Mstep: Class 23 contains 4665 members 
Mstep: Class 24 contains 4216 members 
Mstep: Class 25 contains 15437 members 
Mstep: Class 26 contains 16151 members 
Mstep: Class 27 contains 7404 members 
Mstep: Class 28 contains 20889 members 
Mstep: Class 29 contains 9700 members 
Mstep: Class 30 contains 22490 members 
Mstep: Class 31 contains 14745 members 
Mstep: Class 32 contains 10654 members 
Mstep: Class 33 contains 3891 members 
Mstep: Class 34 contains 52234 members 
Mstep: Class 35 contains 201035 members 
Mstep: Class 36 contains 2761 members 
Mstep: Class 37 contains 11045 members 
Mstep: Class 38 contains 8252 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 911 members 
Mstep: Class 41 contains 35955 members 
Mstep: Class 42 contains 1928 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6302 members 
Mstep: Class 46 contains 1430 members 
Mstep: Class 47 contains 6812 members 
Mstep: Class 48 contains 20056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134216.000000 Penalty: 97921.867188
Iteration 179Q: 49 clusters Score -8.813422e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64733 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15843 members 
Mstep: Class 4 contains 24236 members 
Mstep: Class 5 contains 8564 members 
Mstep: Class 6 contains 10789 members 
Mstep: Class 7 contains 37861 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11565 members 
Mstep: Class 10 contains 49307 members 
Mstep: Class 11 contains 39907 members 
Mstep: Class 12 contains 29489 members 
Mstep: Class 13 contains 13246 members 
Mstep: Class 14 contains 1597 members 
Mstep: Class 15 contains 12305 members 
Mstep: Class 16 contains 6476 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 2188 members 
Mstep: Class 19 contains 33983 members 
Mstep: Class 20 contains 10017 members 
Mstep: Class 21 contains 2590 members 
Mstep: Class 22 contains 7680 members 
Mstep: Class 23 contains 4671 members 
Mstep: Class 24 contains 4220 members 
Mstep: Class 25 contains 15437 members 
Mstep: Class 26 contains 16151 members 
Mstep: Class 27 contains 7412 members 
Mstep: Class 28 contains 20886 members 
Mstep: Class 29 contains 9700 members 
Mstep: Class 30 contains 22481 members 
Mstep: Class 31 contains 14748 members 
Mstep: Class 32 contains 10654 members 
Mstep: Class 33 contains 3891 members 
Mstep: Class 34 contains 52225 members 
Mstep: Class 35 contains 201015 members 
Mstep: Class 36 contains 2761 members 
Mstep: Class 37 contains 11045 members 
Mstep: Class 38 contains 8250 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 911 members 
Mstep: Class 41 contains 35961 members 
Mstep: Class 42 contains 1928 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6305 members 
Mstep: Class 46 contains 1430 members 
Mstep: Class 47 contains 6825 members 
Mstep: Class 48 contains 20058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134224.000000 Penalty: 97921.867188
Iteration 180F: 49 clusters Score -8.813422e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64733 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15838 members 
Mstep: Class 4 contains 24221 members 
Mstep: Class 5 contains 8581 members 
Mstep: Class 6 contains 10783 members 
Mstep: Class 7 contains 37859 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11565 members 
Mstep: Class 10 contains 49303 members 
Mstep: Class 11 contains 39906 members 
Mstep: Class 12 contains 29485 members 
Mstep: Class 13 contains 13244 members 
Mstep: Class 14 contains 1597 members 
Mstep: Class 15 contains 12306 members 
Mstep: Class 16 contains 6476 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 2189 members 
Mstep: Class 19 contains 34000 members 
Mstep: Class 20 contains 10013 members 
Mstep: Class 21 contains 2591 members 
Mstep: Class 22 contains 7679 members 
Mstep: Class 23 contains 4676 members 
Mstep: Class 24 contains 4228 members 
Mstep: Class 25 contains 15437 members 
Mstep: Class 26 contains 16151 members 
Mstep: Class 27 contains 7417 members 
Mstep: Class 28 contains 20888 members 
Mstep: Class 29 contains 9703 members 
Mstep: Class 30 contains 22477 members 
Mstep: Class 31 contains 14751 members 
Mstep: Class 32 contains 10654 members 
Mstep: Class 33 contains 3892 members 
Mstep: Class 34 contains 52209 members 
Mstep: Class 35 contains 200995 members 
Mstep: Class 36 contains 2761 members 
Mstep: Class 37 contains 11045 members 
Mstep: Class 38 contains 8247 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 912 members 
Mstep: Class 41 contains 35971 members 
Mstep: Class 42 contains 1928 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6304 members 
Mstep: Class 46 contains 1430 members 
Mstep: Class 47 contains 6838 members 
Mstep: Class 48 contains 20058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134160.000000 Penalty: 97921.867188
Iteration 181Q: 49 clusters Score -8.813416e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64737 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15838 members 
Mstep: Class 4 contains 24214 members 
Mstep: Class 5 contains 8594 members 
Mstep: Class 6 contains 10777 members 
Mstep: Class 7 contains 37856 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11565 members 
Mstep: Class 10 contains 49294 members 
Mstep: Class 11 contains 39905 members 
Mstep: Class 12 contains 29467 members 
Mstep: Class 13 contains 13246 members 
Mstep: Class 14 contains 1597 members 
Mstep: Class 15 contains 12308 members 
Mstep: Class 16 contains 6476 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 2188 members 
Mstep: Class 19 contains 34007 members 
Mstep: Class 20 contains 10017 members 
Mstep: Class 21 contains 2594 members 
Mstep: Class 22 contains 7680 members 
Mstep: Class 23 contains 4681 members 
Mstep: Class 24 contains 4234 members 
Mstep: Class 25 contains 15437 members 
Mstep: Class 26 contains 16151 members 
Mstep: Class 27 contains 7421 members 
Mstep: Class 28 contains 20889 members 
Mstep: Class 29 contains 9706 members 
Mstep: Class 30 contains 22471 members 
Mstep: Class 31 contains 14752 members 
Mstep: Class 32 contains 10654 members 
Mstep: Class 33 contains 3891 members 
Mstep: Class 34 contains 52196 members 
Mstep: Class 35 contains 200975 members 
Mstep: Class 36 contains 2761 members 
Mstep: Class 37 contains 11045 members 
Mstep: Class 38 contains 8245 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 912 members 
Mstep: Class 41 contains 35986 members 
Mstep: Class 42 contains 1928 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6307 members 
Mstep: Class 46 contains 1430 members 
Mstep: Class 47 contains 6849 members 
Mstep: Class 48 contains 20060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134360.000000 Penalty: 97921.867188
Iteration 182Q: 49 clusters Score -8.813436e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64732 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15842 members 
Mstep: Class 4 contains 24208 members 
Mstep: Class 5 contains 8606 members 
Mstep: Class 6 contains 10771 members 
Mstep: Class 7 contains 37855 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11565 members 
Mstep: Class 10 contains 49282 members 
Mstep: Class 11 contains 39903 members 
Mstep: Class 12 contains 29458 members 
Mstep: Class 13 contains 13247 members 
Mstep: Class 14 contains 1597 members 
Mstep: Class 15 contains 12308 members 
Mstep: Class 16 contains 6476 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 2187 members 
Mstep: Class 19 contains 34019 members 
Mstep: Class 20 contains 10019 members 
Mstep: Class 21 contains 2595 members 
Mstep: Class 22 contains 7681 members 
Mstep: Class 23 contains 4689 members 
Mstep: Class 24 contains 4239 members 
Mstep: Class 25 contains 15437 members 
Mstep: Class 26 contains 16151 members 
Mstep: Class 27 contains 7423 members 
Mstep: Class 28 contains 20893 members 
Mstep: Class 29 contains 9706 members 
Mstep: Class 30 contains 22468 members 
Mstep: Class 31 contains 14754 members 
Mstep: Class 32 contains 10654 members 
Mstep: Class 33 contains 3891 members 
Mstep: Class 34 contains 52191 members 
Mstep: Class 35 contains 200948 members 
Mstep: Class 36 contains 2761 members 
Mstep: Class 37 contains 11045 members 
Mstep: Class 38 contains 8245 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 912 members 
Mstep: Class 41 contains 35995 members 
Mstep: Class 42 contains 1928 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6309 members 
Mstep: Class 46 contains 1430 members 
Mstep: Class 47 contains 6861 members 
Mstep: Class 48 contains 20060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134312.000000 Penalty: 97921.867188
Iteration 183Q: 49 clusters Score -8.813431e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64734 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15845 members 
Mstep: Class 4 contains 24204 members 
Mstep: Class 5 contains 8614 members 
Mstep: Class 6 contains 10764 members 
Mstep: Class 7 contains 37852 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11565 members 
Mstep: Class 10 contains 49271 members 
Mstep: Class 11 contains 39904 members 
Mstep: Class 12 contains 29440 members 
Mstep: Class 13 contains 13250 members 
Mstep: Class 14 contains 1597 members 
Mstep: Class 15 contains 12309 members 
Mstep: Class 16 contains 6476 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 2185 members 
Mstep: Class 19 contains 34030 members 
Mstep: Class 20 contains 10020 members 
Mstep: Class 21 contains 2596 members 
Mstep: Class 22 contains 7681 members 
Mstep: Class 23 contains 4692 members 
Mstep: Class 24 contains 4243 members 
Mstep: Class 25 contains 15437 members 
Mstep: Class 26 contains 16151 members 
Mstep: Class 27 contains 7430 members 
Mstep: Class 28 contains 20894 members 
Mstep: Class 29 contains 9705 members 
Mstep: Class 30 contains 22465 members 
Mstep: Class 31 contains 14757 members 
Mstep: Class 32 contains 10654 members 
Mstep: Class 33 contains 3891 members 
Mstep: Class 34 contains 52176 members 
Mstep: Class 35 contains 200936 members 
Mstep: Class 36 contains 2761 members 
Mstep: Class 37 contains 11045 members 
Mstep: Class 38 contains 8244 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 913 members 
Mstep: Class 41 contains 36004 members 
Mstep: Class 42 contains 1928 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6312 members 
Mstep: Class 46 contains 1430 members 
Mstep: Class 47 contains 6876 members 
Mstep: Class 48 contains 20060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134312.000000 Penalty: 97921.867188
Iteration 184Q: 49 clusters Score -8.813431e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64738 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15845 members 
Mstep: Class 4 contains 24208 members 
Mstep: Class 5 contains 8624 members 
Mstep: Class 6 contains 10760 members 
Mstep: Class 7 contains 37851 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11565 members 
Mstep: Class 10 contains 49262 members 
Mstep: Class 11 contains 39903 members 
Mstep: Class 12 contains 29422 members 
Mstep: Class 13 contains 13251 members 
Mstep: Class 14 contains 1598 members 
Mstep: Class 15 contains 12309 members 
Mstep: Class 16 contains 6476 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 2186 members 
Mstep: Class 19 contains 34035 members 
Mstep: Class 20 contains 10022 members 
Mstep: Class 21 contains 2595 members 
Mstep: Class 22 contains 7686 members 
Mstep: Class 23 contains 4694 members 
Mstep: Class 24 contains 4250 members 
Mstep: Class 25 contains 15437 members 
Mstep: Class 26 contains 16151 members 
Mstep: Class 27 contains 7437 members 
Mstep: Class 28 contains 20896 members 
Mstep: Class 29 contains 9704 members 
Mstep: Class 30 contains 22463 members 
Mstep: Class 31 contains 14759 members 
Mstep: Class 32 contains 10654 members 
Mstep: Class 33 contains 3891 members 
Mstep: Class 34 contains 52162 members 
Mstep: Class 35 contains 200914 members 
Mstep: Class 36 contains 2761 members 
Mstep: Class 37 contains 11045 members 
Mstep: Class 38 contains 8245 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 913 members 
Mstep: Class 41 contains 36013 members 
Mstep: Class 42 contains 1928 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6318 members 
Mstep: Class 46 contains 1430 members 
Mstep: Class 47 contains 6881 members 
Mstep: Class 48 contains 20059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134232.000000 Penalty: 97921.867188
Iteration 185Q: 49 clusters Score -8.813423e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64740 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15852 members 
Mstep: Class 4 contains 24213 members 
Mstep: Class 5 contains 8632 members 
Mstep: Class 6 contains 10757 members 
Mstep: Class 7 contains 37847 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11565 members 
Mstep: Class 10 contains 49256 members 
Mstep: Class 11 contains 39901 members 
Mstep: Class 12 contains 29404 members 
Mstep: Class 13 contains 13252 members 
Mstep: Class 14 contains 1599 members 
Mstep: Class 15 contains 12311 members 
Mstep: Class 16 contains 6476 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 2186 members 
Mstep: Class 19 contains 34045 members 
Mstep: Class 20 contains 10028 members 
Mstep: Class 21 contains 2594 members 
Mstep: Class 22 contains 7685 members 
Mstep: Class 23 contains 4697 members 
Mstep: Class 24 contains 4253 members 
Mstep: Class 25 contains 15437 members 
Mstep: Class 26 contains 16151 members 
Mstep: Class 27 contains 7437 members 
Mstep: Class 28 contains 20897 members 
Mstep: Class 29 contains 9707 members 
Mstep: Class 30 contains 22463 members 
Mstep: Class 31 contains 14762 members 
Mstep: Class 32 contains 10654 members 
Mstep: Class 33 contains 3892 members 
Mstep: Class 34 contains 52144 members 
Mstep: Class 35 contains 200891 members 
Mstep: Class 36 contains 2761 members 
Mstep: Class 37 contains 11045 members 
Mstep: Class 38 contains 8246 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 914 members 
Mstep: Class 41 contains 36023 members 
Mstep: Class 42 contains 1928 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6319 members 
Mstep: Class 46 contains 1430 members 
Mstep: Class 47 contains 6887 members 
Mstep: Class 48 contains 20060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134296.000000 Penalty: 97921.867188
Iteration 186Q: 49 clusters Score -8.81343e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64739 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15857 members 
Mstep: Class 4 contains 24212 members 
Mstep: Class 5 contains 8641 members 
Mstep: Class 6 contains 10753 members 
Mstep: Class 7 contains 37845 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11565 members 
Mstep: Class 10 contains 49247 members 
Mstep: Class 11 contains 39901 members 
Mstep: Class 12 contains 29394 members 
Mstep: Class 13 contains 13255 members 
Mstep: Class 14 contains 1599 members 
Mstep: Class 15 contains 12312 members 
Mstep: Class 16 contains 6476 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 2186 members 
Mstep: Class 19 contains 34054 members 
Mstep: Class 20 contains 10035 members 
Mstep: Class 21 contains 2594 members 
Mstep: Class 22 contains 7687 members 
Mstep: Class 23 contains 4701 members 
Mstep: Class 24 contains 4253 members 
Mstep: Class 25 contains 15437 members 
Mstep: Class 26 contains 16151 members 
Mstep: Class 27 contains 7441 members 
Mstep: Class 28 contains 20898 members 
Mstep: Class 29 contains 9712 members 
Mstep: Class 30 contains 22461 members 
Mstep: Class 31 contains 14765 members 
Mstep: Class 32 contains 10654 members 
Mstep: Class 33 contains 3891 members 
Mstep: Class 34 contains 52122 members 
Mstep: Class 35 contains 200874 members 
Mstep: Class 36 contains 2761 members 
Mstep: Class 37 contains 11045 members 
Mstep: Class 38 contains 8247 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 916 members 
Mstep: Class 41 contains 36030 members 
Mstep: Class 42 contains 1929 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6319 members 
Mstep: Class 46 contains 1430 members 
Mstep: Class 47 contains 6895 members 
Mstep: Class 48 contains 20057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134320.000000 Penalty: 97921.867188
Iteration 187Q: 49 clusters Score -8.813432e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64736 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15862 members 
Mstep: Class 4 contains 24196 members 
Mstep: Class 5 contains 8650 members 
Mstep: Class 6 contains 10751 members 
Mstep: Class 7 contains 37843 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11565 members 
Mstep: Class 10 contains 49232 members 
Mstep: Class 11 contains 39899 members 
Mstep: Class 12 contains 29383 members 
Mstep: Class 13 contains 13260 members 
Mstep: Class 14 contains 1599 members 
Mstep: Class 15 contains 12312 members 
Mstep: Class 16 contains 6476 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 2187 members 
Mstep: Class 19 contains 34065 members 
Mstep: Class 20 contains 10039 members 
Mstep: Class 21 contains 2593 members 
Mstep: Class 22 contains 7688 members 
Mstep: Class 23 contains 4710 members 
Mstep: Class 24 contains 4256 members 
Mstep: Class 25 contains 15437 members 
Mstep: Class 26 contains 16151 members 
Mstep: Class 27 contains 7443 members 
Mstep: Class 28 contains 20898 members 
Mstep: Class 29 contains 9713 members 
Mstep: Class 30 contains 22457 members 
Mstep: Class 31 contains 14770 members 
Mstep: Class 32 contains 10654 members 
Mstep: Class 33 contains 3891 members 
Mstep: Class 34 contains 52105 members 
Mstep: Class 35 contains 200869 members 
Mstep: Class 36 contains 2761 members 
Mstep: Class 37 contains 11045 members 
Mstep: Class 38 contains 8246 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 916 members 
Mstep: Class 41 contains 36039 members 
Mstep: Class 42 contains 1929 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6323 members 
Mstep: Class 46 contains 1430 members 
Mstep: Class 47 contains 6905 members 
Mstep: Class 48 contains 20057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134352.000000 Penalty: 97921.867188
Iteration 188Q: 49 clusters Score -8.813435e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64740 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15870 members 
Mstep: Class 4 contains 24166 members 
Mstep: Class 5 contains 8657 members 
Mstep: Class 6 contains 10748 members 
Mstep: Class 7 contains 37842 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11565 members 
Mstep: Class 10 contains 49223 members 
Mstep: Class 11 contains 39898 members 
Mstep: Class 12 contains 29375 members 
Mstep: Class 13 contains 13261 members 
Mstep: Class 14 contains 1599 members 
Mstep: Class 15 contains 12312 members 
Mstep: Class 16 contains 6476 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 2186 members 
Mstep: Class 19 contains 34073 members 
Mstep: Class 20 contains 10040 members 
Mstep: Class 21 contains 2593 members 
Mstep: Class 22 contains 7688 members 
Mstep: Class 23 contains 4716 members 
Mstep: Class 24 contains 4257 members 
Mstep: Class 25 contains 15437 members 
Mstep: Class 26 contains 16151 members 
Mstep: Class 27 contains 7446 members 
Mstep: Class 28 contains 20900 members 
Mstep: Class 29 contains 9715 members 
Mstep: Class 30 contains 22454 members 
Mstep: Class 31 contains 14774 members 
Mstep: Class 32 contains 10654 members 
Mstep: Class 33 contains 3887 members 
Mstep: Class 34 contains 52097 members 
Mstep: Class 35 contains 200862 members 
Mstep: Class 36 contains 2761 members 
Mstep: Class 37 contains 11045 members 
Mstep: Class 38 contains 8246 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 915 members 
Mstep: Class 41 contains 36046 members 
Mstep: Class 42 contains 1929 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6330 members 
Mstep: Class 46 contains 1429 members 
Mstep: Class 47 contains 6921 members 
Mstep: Class 48 contains 20057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134432.000000 Penalty: 97921.867188
Iteration 189Q: 49 clusters Score -8.813443e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64737 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15871 members 
Mstep: Class 4 contains 24149 members 
Mstep: Class 5 contains 8657 members 
Mstep: Class 6 contains 10744 members 
Mstep: Class 7 contains 37842 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11566 members 
Mstep: Class 10 contains 49215 members 
Mstep: Class 11 contains 39898 members 
Mstep: Class 12 contains 29375 members 
Mstep: Class 13 contains 13262 members 
Mstep: Class 14 contains 1599 members 
Mstep: Class 15 contains 12314 members 
Mstep: Class 16 contains 6476 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 2186 members 
Mstep: Class 19 contains 34086 members 
Mstep: Class 20 contains 10040 members 
Mstep: Class 21 contains 2593 members 
Mstep: Class 22 contains 7689 members 
Mstep: Class 23 contains 4719 members 
Mstep: Class 24 contains 4263 members 
Mstep: Class 25 contains 15437 members 
Mstep: Class 26 contains 16151 members 
Mstep: Class 27 contains 7447 members 
Mstep: Class 28 contains 20901 members 
Mstep: Class 29 contains 9717 members 
Mstep: Class 30 contains 22452 members 
Mstep: Class 31 contains 14777 members 
Mstep: Class 32 contains 10654 members 
Mstep: Class 33 contains 3883 members 
Mstep: Class 34 contains 52077 members 
Mstep: Class 35 contains 200860 members 
Mstep: Class 36 contains 2761 members 
Mstep: Class 37 contains 11045 members 
Mstep: Class 38 contains 8246 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 915 members 
Mstep: Class 41 contains 36055 members 
Mstep: Class 42 contains 1929 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6332 members 
Mstep: Class 46 contains 1429 members 
Mstep: Class 47 contains 6936 members 
Mstep: Class 48 contains 20056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134584.000000 Penalty: 97921.867188
Iteration 190Q: 49 clusters Score -8.813458e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64739 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15874 members 
Mstep: Class 4 contains 24125 members 
Mstep: Class 5 contains 8654 members 
Mstep: Class 6 contains 10741 members 
Mstep: Class 7 contains 37843 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11566 members 
Mstep: Class 10 contains 49206 members 
Mstep: Class 11 contains 39897 members 
Mstep: Class 12 contains 29372 members 
Mstep: Class 13 contains 13262 members 
Mstep: Class 14 contains 1599 members 
Mstep: Class 15 contains 12314 members 
Mstep: Class 16 contains 6476 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 2188 members 
Mstep: Class 19 contains 34095 members 
Mstep: Class 20 contains 10040 members 
Mstep: Class 21 contains 2592 members 
Mstep: Class 22 contains 7690 members 
Mstep: Class 23 contains 4723 members 
Mstep: Class 24 contains 4270 members 
Mstep: Class 25 contains 15437 members 
Mstep: Class 26 contains 16151 members 
Mstep: Class 27 contains 7452 members 
Mstep: Class 28 contains 20904 members 
Mstep: Class 29 contains 9718 members 
Mstep: Class 30 contains 22451 members 
Mstep: Class 31 contains 14781 members 
Mstep: Class 32 contains 10654 members 
Mstep: Class 33 contains 3881 members 
Mstep: Class 34 contains 52065 members 
Mstep: Class 35 contains 200851 members 
Mstep: Class 36 contains 2761 members 
Mstep: Class 37 contains 11045 members 
Mstep: Class 38 contains 8246 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 915 members 
Mstep: Class 41 contains 36062 members 
Mstep: Class 42 contains 1928 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6334 members 
Mstep: Class 46 contains 1429 members 
Mstep: Class 47 contains 6951 members 
Mstep: Class 48 contains 20059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134472.000000 Penalty: 97921.867188
Iteration 191Q: 49 clusters Score -8.813447e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64735 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15876 members 
Mstep: Class 4 contains 24113 members 
Mstep: Class 5 contains 8657 members 
Mstep: Class 6 contains 10735 members 
Mstep: Class 7 contains 37844 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11566 members 
Mstep: Class 10 contains 49201 members 
Mstep: Class 11 contains 39895 members 
Mstep: Class 12 contains 29372 members 
Mstep: Class 13 contains 13261 members 
Mstep: Class 14 contains 1599 members 
Mstep: Class 15 contains 12315 members 
Mstep: Class 16 contains 6476 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 2189 members 
Mstep: Class 19 contains 34104 members 
Mstep: Class 20 contains 10042 members 
Mstep: Class 21 contains 2591 members 
Mstep: Class 22 contains 7690 members 
Mstep: Class 23 contains 4725 members 
Mstep: Class 24 contains 4277 members 
Mstep: Class 25 contains 15437 members 
Mstep: Class 26 contains 16151 members 
Mstep: Class 27 contains 7451 members 
Mstep: Class 28 contains 20904 members 
Mstep: Class 29 contains 9720 members 
Mstep: Class 30 contains 22449 members 
Mstep: Class 31 contains 14785 members 
Mstep: Class 32 contains 10654 members 
Mstep: Class 33 contains 3878 members 
Mstep: Class 34 contains 52054 members 
Mstep: Class 35 contains 200837 members 
Mstep: Class 36 contains 2761 members 
Mstep: Class 37 contains 11045 members 
Mstep: Class 38 contains 8245 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 916 members 
Mstep: Class 41 contains 36065 members 
Mstep: Class 42 contains 1928 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6336 members 
Mstep: Class 46 contains 1429 members 
Mstep: Class 47 contains 6970 members 
Mstep: Class 48 contains 20063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134352.000000 Penalty: 97921.867188
Iteration 192Q: 49 clusters Score -8.813435e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64731 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15877 members 
Mstep: Class 4 contains 24111 members 
Mstep: Class 5 contains 8657 members 
Mstep: Class 6 contains 10728 members 
Mstep: Class 7 contains 37847 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11566 members 
Mstep: Class 10 contains 49198 members 
Mstep: Class 11 contains 39893 members 
Mstep: Class 12 contains 29370 members 
Mstep: Class 13 contains 13262 members 
Mstep: Class 14 contains 1599 members 
Mstep: Class 15 contains 12313 members 
Mstep: Class 16 contains 6476 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 2189 members 
Mstep: Class 19 contains 34108 members 
Mstep: Class 20 contains 10042 members 
Mstep: Class 21 contains 2591 members 
Mstep: Class 22 contains 7690 members 
Mstep: Class 23 contains 4724 members 
Mstep: Class 24 contains 4286 members 
Mstep: Class 25 contains 15437 members 
Mstep: Class 26 contains 16151 members 
Mstep: Class 27 contains 7453 members 
Mstep: Class 28 contains 20903 members 
Mstep: Class 29 contains 9721 members 
Mstep: Class 30 contains 22451 members 
Mstep: Class 31 contains 14787 members 
Mstep: Class 32 contains 10655 members 
Mstep: Class 33 contains 3876 members 
Mstep: Class 34 contains 52044 members 
Mstep: Class 35 contains 200824 members 
Mstep: Class 36 contains 2761 members 
Mstep: Class 37 contains 11045 members 
Mstep: Class 38 contains 8241 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 916 members 
Mstep: Class 41 contains 36072 members 
Mstep: Class 42 contains 1928 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6336 members 
Mstep: Class 46 contains 1429 members 
Mstep: Class 47 contains 6987 members 
Mstep: Class 48 contains 20066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134400.000000 Penalty: 97921.867188
Iteration 193Q: 49 clusters Score -8.81344e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64731 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15879 members 
Mstep: Class 4 contains 24085 members 
Mstep: Class 5 contains 8659 members 
Mstep: Class 6 contains 10724 members 
Mstep: Class 7 contains 37848 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11566 members 
Mstep: Class 10 contains 49199 members 
Mstep: Class 11 contains 39891 members 
Mstep: Class 12 contains 29365 members 
Mstep: Class 13 contains 13261 members 
Mstep: Class 14 contains 1599 members 
Mstep: Class 15 contains 12312 members 
Mstep: Class 16 contains 6476 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 2189 members 
Mstep: Class 19 contains 34114 members 
Mstep: Class 20 contains 10046 members 
Mstep: Class 21 contains 2591 members 
Mstep: Class 22 contains 7691 members 
Mstep: Class 23 contains 4725 members 
Mstep: Class 24 contains 4290 members 
Mstep: Class 25 contains 15437 members 
Mstep: Class 26 contains 16151 members 
Mstep: Class 27 contains 7456 members 
Mstep: Class 28 contains 20904 members 
Mstep: Class 29 contains 9721 members 
Mstep: Class 30 contains 22447 members 
Mstep: Class 31 contains 14789 members 
Mstep: Class 32 contains 10657 members 
Mstep: Class 33 contains 3876 members 
Mstep: Class 34 contains 52042 members 
Mstep: Class 35 contains 200811 members 
Mstep: Class 36 contains 2761 members 
Mstep: Class 37 contains 11045 members 
Mstep: Class 38 contains 8240 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 917 members 
Mstep: Class 41 contains 36080 members 
Mstep: Class 42 contains 1928 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6336 members 
Mstep: Class 46 contains 1429 members 
Mstep: Class 47 contains 7007 members 
Mstep: Class 48 contains 20066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134480.000000 Penalty: 97921.867188
Iteration 194Q: 49 clusters Score -8.813448e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64731 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15883 members 
Mstep: Class 4 contains 24071 members 
Mstep: Class 5 contains 8664 members 
Mstep: Class 6 contains 10718 members 
Mstep: Class 7 contains 37849 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11566 members 
Mstep: Class 10 contains 49199 members 
Mstep: Class 11 contains 39889 members 
Mstep: Class 12 contains 29359 members 
Mstep: Class 13 contains 13260 members 
Mstep: Class 14 contains 1599 members 
Mstep: Class 15 contains 12313 members 
Mstep: Class 16 contains 6476 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 2189 members 
Mstep: Class 19 contains 34117 members 
Mstep: Class 20 contains 10051 members 
Mstep: Class 21 contains 2591 members 
Mstep: Class 22 contains 7691 members 
Mstep: Class 23 contains 4727 members 
Mstep: Class 24 contains 4293 members 
Mstep: Class 25 contains 15437 members 
Mstep: Class 26 contains 16151 members 
Mstep: Class 27 contains 7458 members 
Mstep: Class 28 contains 20904 members 
Mstep: Class 29 contains 9722 members 
Mstep: Class 30 contains 22447 members 
Mstep: Class 31 contains 14791 members 
Mstep: Class 32 contains 10658 members 
Mstep: Class 33 contains 3877 members 
Mstep: Class 34 contains 52041 members 
Mstep: Class 35 contains 200785 members 
Mstep: Class 36 contains 2761 members 
Mstep: Class 37 contains 11045 members 
Mstep: Class 38 contains 8239 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 917 members 
Mstep: Class 41 contains 36085 members 
Mstep: Class 42 contains 1928 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6336 members 
Mstep: Class 46 contains 1429 members 
Mstep: Class 47 contains 7022 members 
Mstep: Class 48 contains 20072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134600.000000 Penalty: 97921.867188
Iteration 195Q: 49 clusters Score -8.81346e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64730 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15886 members 
Mstep: Class 4 contains 24050 members 
Mstep: Class 5 contains 8667 members 
Mstep: Class 6 contains 10716 members 
Mstep: Class 7 contains 37849 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11566 members 
Mstep: Class 10 contains 49195 members 
Mstep: Class 11 contains 39887 members 
Mstep: Class 12 contains 29367 members 
Mstep: Class 13 contains 13259 members 
Mstep: Class 14 contains 1599 members 
Mstep: Class 15 contains 12314 members 
Mstep: Class 16 contains 6476 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 2187 members 
Mstep: Class 19 contains 34119 members 
Mstep: Class 20 contains 10052 members 
Mstep: Class 21 contains 2591 members 
Mstep: Class 22 contains 7691 members 
Mstep: Class 23 contains 4728 members 
Mstep: Class 24 contains 4300 members 
Mstep: Class 25 contains 15437 members 
Mstep: Class 26 contains 16151 members 
Mstep: Class 27 contains 7462 members 
Mstep: Class 28 contains 20904 members 
Mstep: Class 29 contains 9722 members 
Mstep: Class 30 contains 22446 members 
Mstep: Class 31 contains 14794 members 
Mstep: Class 32 contains 10658 members 
Mstep: Class 33 contains 3876 members 
Mstep: Class 34 contains 52034 members 
Mstep: Class 35 contains 200768 members 
Mstep: Class 36 contains 2761 members 
Mstep: Class 37 contains 11045 members 
Mstep: Class 38 contains 8236 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 917 members 
Mstep: Class 41 contains 36091 members 
Mstep: Class 42 contains 1928 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6336 members 
Mstep: Class 46 contains 1429 members 
Mstep: Class 47 contains 7043 members 
Mstep: Class 48 contains 20074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134520.000000 Penalty: 97921.867188
Iteration 196Q: 49 clusters Score -8.813452e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64729 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15888 members 
Mstep: Class 4 contains 24036 members 
Mstep: Class 5 contains 8674 members 
Mstep: Class 6 contains 10713 members 
Mstep: Class 7 contains 37849 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11566 members 
Mstep: Class 10 contains 49186 members 
Mstep: Class 11 contains 39884 members 
Mstep: Class 12 contains 29371 members 
Mstep: Class 13 contains 13260 members 
Mstep: Class 14 contains 1599 members 
Mstep: Class 15 contains 12312 members 
Mstep: Class 16 contains 6476 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 2187 members 
Mstep: Class 19 contains 34125 members 
Mstep: Class 20 contains 10054 members 
Mstep: Class 21 contains 2591 members 
Mstep: Class 22 contains 7690 members 
Mstep: Class 23 contains 4728 members 
Mstep: Class 24 contains 4314 members 
Mstep: Class 25 contains 15437 members 
Mstep: Class 26 contains 16151 members 
Mstep: Class 27 contains 7461 members 
Mstep: Class 28 contains 20905 members 
Mstep: Class 29 contains 9722 members 
Mstep: Class 30 contains 22444 members 
Mstep: Class 31 contains 14796 members 
Mstep: Class 32 contains 10659 members 
Mstep: Class 33 contains 3874 members 
Mstep: Class 34 contains 52028 members 
Mstep: Class 35 contains 200748 members 
Mstep: Class 36 contains 2761 members 
Mstep: Class 37 contains 11045 members 
Mstep: Class 38 contains 8233 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 917 members 
Mstep: Class 41 contains 36094 members 
Mstep: Class 42 contains 1928 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6335 members 
Mstep: Class 46 contains 1429 members 
Mstep: Class 47 contains 7063 members 
Mstep: Class 48 contains 20079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134560.000000 Penalty: 97921.867188
Iteration 197Q: 49 clusters Score -8.813456e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64729 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15883 members 
Mstep: Class 4 contains 24026 members 
Mstep: Class 5 contains 8678 members 
Mstep: Class 6 contains 10708 members 
Mstep: Class 7 contains 37849 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11566 members 
Mstep: Class 10 contains 49185 members 
Mstep: Class 11 contains 39883 members 
Mstep: Class 12 contains 29371 members 
Mstep: Class 13 contains 13259 members 
Mstep: Class 14 contains 1599 members 
Mstep: Class 15 contains 12311 members 
Mstep: Class 16 contains 6476 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 2187 members 
Mstep: Class 19 contains 34129 members 
Mstep: Class 20 contains 10054 members 
Mstep: Class 21 contains 2591 members 
Mstep: Class 22 contains 7688 members 
Mstep: Class 23 contains 4724 members 
Mstep: Class 24 contains 4319 members 
Mstep: Class 25 contains 15437 members 
Mstep: Class 26 contains 16151 members 
Mstep: Class 27 contains 7464 members 
Mstep: Class 28 contains 20907 members 
Mstep: Class 29 contains 9722 members 
Mstep: Class 30 contains 22443 members 
Mstep: Class 31 contains 14796 members 
Mstep: Class 32 contains 10660 members 
Mstep: Class 33 contains 3874 members 
Mstep: Class 34 contains 52027 members 
Mstep: Class 35 contains 200742 members 
Mstep: Class 36 contains 2761 members 
Mstep: Class 37 contains 11045 members 
Mstep: Class 38 contains 8232 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 917 members 
Mstep: Class 41 contains 36097 members 
Mstep: Class 42 contains 1928 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6336 members 
Mstep: Class 46 contains 1429 members 
Mstep: Class 47 contains 7078 members 
Mstep: Class 48 contains 20080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134320.000000 Penalty: 97921.867188
Iteration 198Q: 49 clusters Score -8.813432e+07 nChanged 130
Entering ConstructFrom: 
Score: -88134320.000000 Penalty: 97921.867188
Entering ConstructFrom: 
Trying to split cluster 1 (64726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64726 members 
Entering Unmasked Estep 
Score: -6662756.500000 Penalty: 1648.394287
	Iteration 0F: 2 clusters Score -6662756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32287 members 
Mstep: Class 2 contains 32439 members 
Entering Unmasked Estep 
Score: -6620456.000000 Penalty: 3296.788574
	Iteration 0F: 3 clusters Score -6620456 nChanged 30159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32252 members 
Mstep: Class 2 contains 32474 members 
Entering Unmasked Estep 
Score: -6638567.500000 Penalty: 3296.788574
	Iteration 1F: 3 clusters Score -6638568 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32396 members 
Mstep: Class 2 contains 32330 members 
Entering Unmasked Estep 
Score: -6640152.000000 Penalty: 3296.788574
	Iteration 2F: 3 clusters Score -6640152 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32434 members 
Mstep: Class 2 contains 32292 members 
Entering Unmasked Estep 
Score: -6642296.500000 Penalty: 3296.788574
	Iteration 3F: 3 clusters Score -6642296 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32311 members 
Mstep: Class 2 contains 32415 members 
Entering Unmasked Estep 
Score: -6644934.000000 Penalty: 3296.788574
	Iteration 4F: 3 clusters Score -6644934 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32157 members 
Mstep: Class 2 contains 32569 members 
Entering Unmasked Estep 
Score: -6647585.000000 Penalty: 3296.788574
	Iteration 5F: 3 clusters Score -6647585 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31900 members 
Mstep: Class 2 contains 32826 members 
Entering Unmasked Estep 
Score: -6649884.500000 Penalty: 3296.788574
	Iteration 6F: 3 clusters Score -6649884 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31414 members 
Mstep: Class 2 contains 33312 members 
Entering Unmasked Estep 
Score: -6651877.500000 Penalty: 3296.788574
	Iteration 7F: 3 clusters Score -6651878 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30933 members 
Mstep: Class 2 contains 33793 members 
Entering Unmasked Estep 
Score: -6653690.000000 Penalty: 3296.788574
	Iteration 8Q: 3 clusters Score -6653690 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30483 members 
Mstep: Class 2 contains 34243 members 
Entering Unmasked Estep 
Score: -6655244.000000 Penalty: 3296.788574
	Iteration 9Q: 3 clusters Score -6655244 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30150 members 
Mstep: Class 2 contains 34576 members 
Entering Unmasked Estep 
Score: -6656571.500000 Penalty: 3296.788574
	Iteration 10Q: 3 clusters Score -6656572 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29883 members 
Mstep: Class 2 contains 34843 members 
Entering Unmasked Estep 
Score: -6657513.000000 Penalty: 3296.788574
	Iteration 11Q: 3 clusters Score -6657513 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29678 members 
Mstep: Class 2 contains 35048 members 
Entering Unmasked Estep 
Score: -6658173.000000 Penalty: 3296.788574
	Iteration 12Q: 3 clusters Score -6658173 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29513 members 
Mstep: Class 2 contains 35213 members 
Entering Unmasked Estep 
Score: -6658654.500000 Penalty: 3296.788574
	Iteration 13Q: 3 clusters Score -6658654 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29375 members 
Mstep: Class 2 contains 35351 members 
Entering Unmasked Estep 
Score: -6658973.500000 Penalty: 3296.788574
	Iteration 14Q: 3 clusters Score -6658974 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29254 members 
Mstep: Class 2 contains 35472 members 
Entering Unmasked Estep 
Score: -6659279.000000 Penalty: 3296.788574
	Iteration 15Q: 3 clusters Score -6659279 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 35587 members 
Entering Unmasked Estep 
Score: -6659479.500000 Penalty: 3296.788574
	Iteration 16Q: 3 clusters Score -6659480 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28996 members 
Mstep: Class 2 contains 35730 members 
Entering Unmasked Estep 
Score: -6659648.500000 Penalty: 3296.788574
	Iteration 17Q: 3 clusters Score -6659648 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28909 members 
Mstep: Class 2 contains 35817 members 
Entering Unmasked Estep 
Score: -6659731.000000 Penalty: 3296.788574
	Iteration 18Q: 3 clusters Score -6659731 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28782 members 
Mstep: Class 2 contains 35944 members 
Entering Unmasked Estep 
Score: -6659790.500000 Penalty: 3296.788574
	Iteration 19Q: 3 clusters Score -6659790 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28703 members 
Mstep: Class 2 contains 36023 members 
Entering Unmasked Estep 
Score: -6659836.500000 Penalty: 3296.788574
	Iteration 20F: 3 clusters Score -6659836 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28613 members 
Mstep: Class 2 contains 36113 members 
Entering Unmasked Estep 
Score: -6659885.500000 Penalty: 3296.788574
	Iteration 21Q: 3 clusters Score -6659886 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28504 members 
Mstep: Class 2 contains 36222 members 
Entering Unmasked Estep 
Score: -6659934.500000 Penalty: 3296.788574
	Iteration 22Q: 3 clusters Score -6659934 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28429 members 
Mstep: Class 2 contains 36297 members 
Entering Unmasked Estep 
Score: -6659945.000000 Penalty: 3296.788574
	Iteration 23Q: 3 clusters Score -6659945 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28366 members 
Mstep: Class 2 contains 36360 members 
Entering Unmasked Estep 
Score: -6659964.500000 Penalty: 3296.788574
	Iteration 24Q: 3 clusters Score -6659964 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 36419 members 
Entering Unmasked Estep 
Score: -6659986.000000 Penalty: 3296.788574
	Iteration 25Q: 3 clusters Score -6659986 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28221 members 
Mstep: Class 2 contains 36505 members 
Entering Unmasked Estep 
Score: -6660015.500000 Penalty: 3296.788574
	Iteration 26Q: 3 clusters Score -6660016 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28143 members 
Mstep: Class 2 contains 36583 members 
Entering Unmasked Estep 
Score: -6660054.000000 Penalty: 3296.788574
	Iteration 27Q: 3 clusters Score -6660054 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28055 members 
Mstep: Class 2 contains 36671 members 
Entering Unmasked Estep 
Score: -6660090.000000 Penalty: 3296.788574
	Iteration 28Q: 3 clusters Score -6660090 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27963 members 
Mstep: Class 2 contains 36763 members 
Entering Unmasked Estep 
Score: -6660105.000000 Penalty: 3296.788574
	Iteration 29Q: 3 clusters Score -6660105 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27858 members 
Mstep: Class 2 contains 36868 members 
Entering Unmasked Estep 
Score: -6660101.000000 Penalty: 3296.788574
	Iteration 30Q: 3 clusters Score -6660101 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27761 members 
Mstep: Class 2 contains 36965 members 
Entering Unmasked Estep 
Score: -6660131.000000 Penalty: 3296.788574
	Iteration 31Q: 3 clusters Score -6660131 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27643 members 
Mstep: Class 2 contains 37083 members 
Entering Unmasked Estep 
Score: -6660144.500000 Penalty: 3296.788574
	Iteration 32Q: 3 clusters Score -6660144 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27552 members 
Mstep: Class 2 contains 37174 members 
Entering Unmasked Estep 
Score: -6660144.000000 Penalty: 3296.788574
	Iteration 33Q: 3 clusters Score -6660144 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27463 members 
Mstep: Class 2 contains 37263 members 
Entering Unmasked Estep 
Score: -6660142.000000 Penalty: 3296.788574
	Iteration 34Q: 3 clusters Score -6660142 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27376 members 
Mstep: Class 2 contains 37350 members 
Entering Unmasked Estep 
Score: -6660152.500000 Penalty: 3296.788574
	Iteration 35Q: 3 clusters Score -6660152 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27295 members 
Mstep: Class 2 contains 37431 members 
Entering Unmasked Estep 
Score: -6660191.000000 Penalty: 3296.788574
	Iteration 36Q: 3 clusters Score -6660191 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27200 members 
Mstep: Class 2 contains 37526 members 
Entering Unmasked Estep 
Score: -6660204.500000 Penalty: 3296.788574
	Iteration 37Q: 3 clusters Score -6660204 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27114 members 
Mstep: Class 2 contains 37612 members 
Entering Unmasked Estep 
Score: -6660234.500000 Penalty: 3296.788574
	Iteration 38Q: 3 clusters Score -6660234 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27022 members 
Mstep: Class 2 contains 37704 members 
Entering Unmasked Estep 
Score: -6660232.500000 Penalty: 3296.788574
	Iteration 39Q: 3 clusters Score -6660232 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26940 members 
Mstep: Class 2 contains 37786 members 
Entering Unmasked Estep 
Score: -6660244.000000 Penalty: 3296.788574
	Iteration 40F: 3 clusters Score -6660244 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26868 members 
Mstep: Class 2 contains 37858 members 
Entering Unmasked Estep 
Score: -6660246.000000 Penalty: 3296.788574
	Iteration 41Q: 3 clusters Score -6660246 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 37934 members 
Entering Unmasked Estep 
Score: -6660243.000000 Penalty: 3296.788574
	Iteration 42Q: 3 clusters Score -6660243 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26729 members 
Mstep: Class 2 contains 37997 members 
Entering Unmasked Estep 
Score: -6660274.500000 Penalty: 3296.788574
	Iteration 43Q: 3 clusters Score -6660274 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26668 members 
Mstep: Class 2 contains 38058 members 
Entering Unmasked Estep 
Score: -6660258.500000 Penalty: 3296.788574
	Iteration 44Q: 3 clusters Score -6660258 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26617 members 
Mstep: Class 2 contains 38109 members 
Entering Unmasked Estep 
Score: -6660265.000000 Penalty: 3296.788574
	Iteration 45Q: 3 clusters Score -6660265 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 38151 members 
Entering Unmasked Estep 
Score: -6660264.000000 Penalty: 3296.788574
	Iteration 46Q: 3 clusters Score -6660264 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26541 members 
Mstep: Class 2 contains 38185 members 
Entering Unmasked Estep 
Score: -6660276.500000 Penalty: 3296.788574
	Iteration 47Q: 3 clusters Score -6660276 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26523 members 
Mstep: Class 2 contains 38203 members 
Entering Unmasked Estep 
Score: -6660269.000000 Penalty: 3296.788574
	Iteration 48Q: 3 clusters Score -6660269 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 38216 members 
Entering Unmasked Estep 
Score: -6660268.500000 Penalty: 3296.788574
	Iteration 49Q: 3 clusters Score -6660268 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26492 members 
Mstep: Class 2 contains 38234 members 
Entering Unmasked Estep 
Score: -6660281.000000 Penalty: 3296.788574
	Iteration 50Q: 3 clusters Score -6660281 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26472 members 
Mstep: Class 2 contains 38254 members 
Entering Unmasked Estep 
Score: -6660289.000000 Penalty: 3296.788574
	Iteration 51Q: 3 clusters Score -6660289 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 38265 members 
Entering Unmasked Estep 
Score: -6660297.000000 Penalty: 3296.788574
	Iteration 52Q: 3 clusters Score -6660297 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26449 members 
Mstep: Class 2 contains 38277 members 
Entering Unmasked Estep 
Score: -6660298.000000 Penalty: 3296.788574
	Iteration 53Q: 3 clusters Score -6660298 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 38292 members 
Entering Unmasked Estep 
Score: -6660310.500000 Penalty: 3296.788574
	Iteration 54Q: 3 clusters Score -6660310 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 38307 members 
Entering Unmasked Estep 
Score: -6660308.500000 Penalty: 3296.788574
	Iteration 55Q: 3 clusters Score -6660308 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 38325 members 
Entering Unmasked Estep 
Score: -6660316.000000 Penalty: 3296.788574
	Iteration 56Q: 3 clusters Score -6660316 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26382 members 
Mstep: Class 2 contains 38344 members 
Entering Unmasked Estep 
Score: -6660328.500000 Penalty: 3296.788574
	Iteration 57Q: 3 clusters Score -6660328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 38359 members 
Entering Unmasked Estep 
Score: -6660327.500000 Penalty: 3296.788574
	Iteration 58Q: 3 clusters Score -6660328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 38374 members 
Entering Unmasked Estep 
Score: -6660327.000000 Penalty: 3296.788574
	Iteration 59Q: 3 clusters Score -6660327 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26338 members 
Mstep: Class 2 contains 38388 members 
Entering Unmasked Estep 
Score: -6660327.000000 Penalty: 3296.788574
	Iteration 60F: 3 clusters Score -6660327 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 38400 members 
Entering Unmasked Estep 
Score: -6660324.500000 Penalty: 3296.788574
	Iteration 61Q: 3 clusters Score -6660324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 38409 members 
Entering Unmasked Estep 
Score: -6660324.000000 Penalty: 3296.788574
	Iteration 62Q: 3 clusters Score -6660324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26306 members 
Mstep: Class 2 contains 38420 members 
Entering Unmasked Estep 
Score: -6660327.000000 Penalty: 3296.788574
	Iteration 63Q: 3 clusters Score -6660327 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26297 members 
Mstep: Class 2 contains 38429 members 
Entering Unmasked Estep 
Score: -6660328.500000 Penalty: 3296.788574
	Iteration 64Q: 3 clusters Score -6660328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26282 members 
Mstep: Class 2 contains 38444 members 
Entering Unmasked Estep 
Score: -6660327.500000 Penalty: 3296.788574
	Iteration 65Q: 3 clusters Score -6660328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26269 members 
Mstep: Class 2 contains 38457 members 
Entering Unmasked Estep 
Score: -6660332.500000 Penalty: 3296.788574
	Iteration 66Q: 3 clusters Score -6660332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26259 members 
Mstep: Class 2 contains 38467 members 
Entering Unmasked Estep 
Score: -6660329.000000 Penalty: 3296.788574
	Iteration 67Q: 3 clusters Score -6660329 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 38476 members 
Entering Unmasked Estep 
Score: -6660326.500000 Penalty: 3296.788574
	Iteration 68Q: 3 clusters Score -6660326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 38481 members 
Entering Unmasked Estep 
Score: -6660321.000000 Penalty: 3296.788574
	Iteration 69Q: 3 clusters Score -6660321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26238 members 
Mstep: Class 2 contains 38488 members 
Entering Unmasked Estep 
Score: -6660322.000000 Penalty: 3296.788574
	Iteration 70Q: 3 clusters Score -6660322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26233 members 
Mstep: Class 2 contains 38493 members 
Entering Unmasked Estep 
Score: -6660323.000000 Penalty: 3296.788574
	Iteration 71Q: 3 clusters Score -6660323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26229 members 
Mstep: Class 2 contains 38497 members 
Entering Unmasked Estep 
Score: -6660326.500000 Penalty: 3296.788574
	Iteration 72Q: 3 clusters Score -6660326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26224 members 
Mstep: Class 2 contains 38502 members 
Entering Unmasked Estep 
Score: -6660322.500000 Penalty: 3296.788574
	Iteration 73Q: 3 clusters Score -6660322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26218 members 
Mstep: Class 2 contains 38508 members 
Entering Unmasked Estep 
Score: -6660322.000000 Penalty: 3296.788574
	Iteration 74Q: 3 clusters Score -6660322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 38509 members 
Entering Unmasked Estep 
Score: -6660324.500000 Penalty: 3296.788574
	Iteration 75Q: 3 clusters Score -6660324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26216 members 
Mstep: Class 2 contains 38510 members 
Entering Unmasked Estep 
Score: -6660320.500000 Penalty: 3296.788574
	Iteration 76Q: 3 clusters Score -6660320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26216 members 
Mstep: Class 2 contains 38510 members 
Entering Unmasked Estep 
Score: -6660320.500000 Penalty: 3296.788574
	Iteration 77F: 3 clusters Score -6660320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Entering Unmasked Estep 
Score: -1083351.750000 Penalty: 1375.257812
	Iteration 0F: 2 clusters Score -1083352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1076468.625000 Penalty: 2750.515625
	Iteration 0F: 3 clusters Score -1076469 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1078602.250000 Penalty: 2750.515625
	Iteration 1F: 3 clusters Score -1078602 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1078895.000000 Penalty: 2750.515625
	Iteration 2F: 3 clusters Score -1078895 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1079084.000000 Penalty: 2750.515625
	Iteration 3Q: 3 clusters Score -1079084 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1079221.375000 Penalty: 2750.515625
	Iteration 4Q: 3 clusters Score -1079221 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1079350.500000 Penalty: 2750.515625
	Iteration 5Q: 3 clusters Score -1079350 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1079459.625000 Penalty: 2750.515625
	Iteration 6Q: 3 clusters Score -1079460 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1079562.875000 Penalty: 2750.515625
	Iteration 7Q: 3 clusters Score -1079563 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1079655.500000 Penalty: 2750.515625
	Iteration 8Q: 3 clusters Score -1079656 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1079739.500000 Penalty: 2750.515625
	Iteration 9Q: 3 clusters Score -1079740 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1079811.375000 Penalty: 2750.515625
	Iteration 10Q: 3 clusters Score -1079811 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1079869.250000 Penalty: 2750.515625
	Iteration 11Q: 3 clusters Score -1079869 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1079921.625000 Penalty: 2750.515625
	Iteration 12Q: 3 clusters Score -1079922 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1079964.875000 Penalty: 2750.515625
	Iteration 13Q: 3 clusters Score -1079965 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1079996.000000 Penalty: 2750.515625
	Iteration 14Q: 3 clusters Score -1079996 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1080027.500000 Penalty: 2750.515625
	Iteration 15Q: 3 clusters Score -1080028 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1080058.250000 Penalty: 2750.515625
	Iteration 16Q: 3 clusters Score -1080058 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1080085.875000 Penalty: 2750.515625
	Iteration 17Q: 3 clusters Score -1080086 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1080108.000000 Penalty: 2750.515625
	Iteration 18Q: 3 clusters Score -1080108 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1080130.875000 Penalty: 2750.515625
	Iteration 19Q: 3 clusters Score -1080131 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1080155.500000 Penalty: 2750.515625
	Iteration 20F: 3 clusters Score -1080156 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1080175.625000 Penalty: 2750.515625
	Iteration 21Q: 3 clusters Score -1080176 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1080194.000000 Penalty: 2750.515625
	Iteration 22Q: 3 clusters Score -1080194 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1080215.000000 Penalty: 2750.515625
	Iteration 23Q: 3 clusters Score -1080215 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1080238.250000 Penalty: 2750.515625
	Iteration 24Q: 3 clusters Score -1080238 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1080265.625000 Penalty: 2750.515625
	Iteration 25Q: 3 clusters Score -1080266 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1080296.750000 Penalty: 2750.515625
	Iteration 26Q: 3 clusters Score -1080297 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1080322.125000 Penalty: 2750.515625
	Iteration 27Q: 3 clusters Score -1080322 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1080340.875000 Penalty: 2750.515625
	Iteration 28Q: 3 clusters Score -1080341 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1080363.000000 Penalty: 2750.515625
	Iteration 29Q: 3 clusters Score -1080363 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1080394.500000 Penalty: 2750.515625
	Iteration 30Q: 3 clusters Score -1080394 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1080425.750000 Penalty: 2750.515625
	Iteration 31Q: 3 clusters Score -1080426 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1080466.000000 Penalty: 2750.515625
	Iteration 32Q: 3 clusters Score -1080466 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1080501.500000 Penalty: 2750.515625
	Iteration 33Q: 3 clusters Score -1080502 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1080546.125000 Penalty: 2750.515625
	Iteration 34Q: 3 clusters Score -1080546 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1080595.500000 Penalty: 2750.515625
	Iteration 35Q: 3 clusters Score -1080596 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1080650.500000 Penalty: 2750.515625
	Iteration 36Q: 3 clusters Score -1080650 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1080715.000000 Penalty: 2750.515625
	Iteration 37Q: 3 clusters Score -1080715 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1080788.750000 Penalty: 2750.515625
	Iteration 38Q: 3 clusters Score -1080789 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1080856.500000 Penalty: 2750.515625
	Iteration 39Q: 3 clusters Score -1080856 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1080913.000000 Penalty: 2750.515625
	Iteration 40F: 3 clusters Score -1080913 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1080960.125000 Penalty: 2750.515625
	Iteration 41Q: 3 clusters Score -1080960 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1081016.375000 Penalty: 2750.515625
	Iteration 42Q: 3 clusters Score -1081016 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1081076.250000 Penalty: 2750.515625
	Iteration 43Q: 3 clusters Score -1081076 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1081146.000000 Penalty: 2750.515625
	Iteration 44Q: 3 clusters Score -1081146 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1081217.625000 Penalty: 2750.515625
	Iteration 45Q: 3 clusters Score -1081218 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1081298.500000 Penalty: 2750.515625
	Iteration 46Q: 3 clusters Score -1081298 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1081372.625000 Penalty: 2750.515625
	Iteration 47Q: 3 clusters Score -1081373 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1081457.875000 Penalty: 2750.515625
	Iteration 48Q: 3 clusters Score -1081458 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1081548.375000 Penalty: 2750.515625
	Iteration 49Q: 3 clusters Score -1081548 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1081628.375000 Penalty: 2750.515625
	Iteration 50Q: 3 clusters Score -1081628 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1081697.750000 Penalty: 2750.515625
	Iteration 51Q: 3 clusters Score -1081698 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1081766.125000 Penalty: 2750.515625
	Iteration 52Q: 3 clusters Score -1081766 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1081831.875000 Penalty: 2750.515625
	Iteration 53Q: 3 clusters Score -1081832 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1081892.125000 Penalty: 2750.515625
	Iteration 54Q: 3 clusters Score -1081892 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1081938.000000 Penalty: 2750.515625
	Iteration 55Q: 3 clusters Score -1081938 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1081983.125000 Penalty: 2750.515625
	Iteration 56Q: 3 clusters Score -1081983 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1082028.625000 Penalty: 2750.515625
	Iteration 57Q: 3 clusters Score -1082029 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1082074.125000 Penalty: 2750.515625
	Iteration 58Q: 3 clusters Score -1082074 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1082104.250000 Penalty: 2750.515625
	Iteration 59Q: 3 clusters Score -1082104 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1082133.500000 Penalty: 2750.515625
	Iteration 60F: 3 clusters Score -1082134 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1082157.000000 Penalty: 2750.515625
	Iteration 61Q: 3 clusters Score -1082157 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1082173.000000 Penalty: 2750.515625
	Iteration 62Q: 3 clusters Score -1082173 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1082195.750000 Penalty: 2750.515625
	Iteration 63Q: 3 clusters Score -1082196 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1082211.000000 Penalty: 2750.515625
	Iteration 64Q: 3 clusters Score -1082211 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1082225.500000 Penalty: 2750.515625
	Iteration 65Q: 3 clusters Score -1082226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1082235.250000 Penalty: 2750.515625
	Iteration 66Q: 3 clusters Score -1082235 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1082240.375000 Penalty: 2750.515625
	Iteration 67Q: 3 clusters Score -1082240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1082246.875000 Penalty: 2750.515625
	Iteration 68Q: 3 clusters Score -1082247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1082252.375000 Penalty: 2750.515625
	Iteration 69Q: 3 clusters Score -1082252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1082258.000000 Penalty: 2750.515625
	Iteration 70Q: 3 clusters Score -1082258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1082259.000000 Penalty: 2750.515625
	Iteration 71Q: 3 clusters Score -1082259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1082259.000000 Penalty: 2750.515625
	Iteration 72F: 3 clusters Score -1082259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Entering Unmasked Estep 
Score: -1573294.750000 Penalty: 1439.324341
	Iteration 0F: 2 clusters Score -1573295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1562774.000000 Penalty: 2878.648682
	Iteration 0F: 3 clusters Score -1562774 nChanged 6899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1566492.625000 Penalty: 2878.648682
	Iteration 1F: 3 clusters Score -1566493 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1566854.000000 Penalty: 2878.648682
	Iteration 2F: 3 clusters Score -1566854 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1567113.875000 Penalty: 2878.648682
	Iteration 3Q: 3 clusters Score -1567114 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1567334.375000 Penalty: 2878.648682
	Iteration 4Q: 3 clusters Score -1567334 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1567568.250000 Penalty: 2878.648682
	Iteration 5Q: 3 clusters Score -1567568 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1567800.000000 Penalty: 2878.648682
	Iteration 6Q: 3 clusters Score -1567800 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1568041.750000 Penalty: 2878.648682
	Iteration 7Q: 3 clusters Score -1568042 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1568327.125000 Penalty: 2878.648682
	Iteration 8Q: 3 clusters Score -1568327 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1568645.500000 Penalty: 2878.648682
	Iteration 9Q: 3 clusters Score -1568646 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1569020.500000 Penalty: 2878.648682
	Iteration 10Q: 3 clusters Score -1569020 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1569463.500000 Penalty: 2878.648682
	Iteration 11Q: 3 clusters Score -1569464 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1569953.500000 Penalty: 2878.648682
	Iteration 12Q: 3 clusters Score -1569954 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1570380.750000 Penalty: 2878.648682
	Iteration 13Q: 3 clusters Score -1570381 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1570726.375000 Penalty: 2878.648682
	Iteration 14Q: 3 clusters Score -1570726 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1570986.125000 Penalty: 2878.648682
	Iteration 15Q: 3 clusters Score -1570986 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1571154.625000 Penalty: 2878.648682
	Iteration 16Q: 3 clusters Score -1571155 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1571277.375000 Penalty: 2878.648682
	Iteration 17Q: 3 clusters Score -1571277 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1571365.750000 Penalty: 2878.648682
	Iteration 18Q: 3 clusters Score -1571366 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1571436.000000 Penalty: 2878.648682
	Iteration 19Q: 3 clusters Score -1571436 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1571479.000000 Penalty: 2878.648682
	Iteration 20F: 3 clusters Score -1571479 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1571524.625000 Penalty: 2878.648682
	Iteration 21Q: 3 clusters Score -1571525 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -1571557.500000 Penalty: 2878.648682
	Iteration 22Q: 3 clusters Score -1571558 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -1571588.875000 Penalty: 2878.648682
	Iteration 23Q: 3 clusters Score -1571589 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1571614.125000 Penalty: 2878.648682
	Iteration 24Q: 3 clusters Score -1571614 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -1571637.000000 Penalty: 2878.648682
	Iteration 25Q: 3 clusters Score -1571637 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -1571653.000000 Penalty: 2878.648682
	Iteration 26Q: 3 clusters Score -1571653 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -1571666.250000 Penalty: 2878.648682
	Iteration 27Q: 3 clusters Score -1571666 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -1571685.500000 Penalty: 2878.648682
	Iteration 28Q: 3 clusters Score -1571686 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -1571714.750000 Penalty: 2878.648682
	Iteration 29Q: 3 clusters Score -1571715 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -1571740.750000 Penalty: 2878.648682
	Iteration 30Q: 3 clusters Score -1571741 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1571752.750000 Penalty: 2878.648682
	Iteration 31Q: 3 clusters Score -1571753 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -1571774.875000 Penalty: 2878.648682
	Iteration 32Q: 3 clusters Score -1571775 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -1571793.375000 Penalty: 2878.648682
	Iteration 33Q: 3 clusters Score -1571793 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -1571817.000000 Penalty: 2878.648682
	Iteration 34Q: 3 clusters Score -1571817 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -1571824.250000 Penalty: 2878.648682
	Iteration 35Q: 3 clusters Score -1571824 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1571835.250000 Penalty: 2878.648682
	Iteration 36Q: 3 clusters Score -1571835 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -1571854.625000 Penalty: 2878.648682
	Iteration 37Q: 3 clusters Score -1571855 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -1571863.625000 Penalty: 2878.648682
	Iteration 38Q: 3 clusters Score -1571864 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -1571874.500000 Penalty: 2878.648682
	Iteration 39Q: 3 clusters Score -1571874 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -1571889.500000 Penalty: 2878.648682
	Iteration 40F: 3 clusters Score -1571890 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -1571899.750000 Penalty: 2878.648682
	Iteration 41Q: 3 clusters Score -1571900 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -1571914.625000 Penalty: 2878.648682
	Iteration 42Q: 3 clusters Score -1571915 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -1571931.875000 Penalty: 2878.648682
	Iteration 43Q: 3 clusters Score -1571932 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -1571956.375000 Penalty: 2878.648682
	Iteration 44Q: 3 clusters Score -1571956 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -1571972.625000 Penalty: 2878.648682
	Iteration 45Q: 3 clusters Score -1571973 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -1571985.500000 Penalty: 2878.648682
	Iteration 46Q: 3 clusters Score -1571986 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -1572007.000000 Penalty: 2878.648682
	Iteration 47Q: 3 clusters Score -1572007 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -1572022.875000 Penalty: 2878.648682
	Iteration 48Q: 3 clusters Score -1572023 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -1572040.625000 Penalty: 2878.648682
	Iteration 49Q: 3 clusters Score -1572041 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -1572055.625000 Penalty: 2878.648682
	Iteration 50Q: 3 clusters Score -1572056 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -1572069.000000 Penalty: 2878.648682
	Iteration 51Q: 3 clusters Score -1572069 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -1572087.250000 Penalty: 2878.648682
	Iteration 52Q: 3 clusters Score -1572087 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -1572098.000000 Penalty: 2878.648682
	Iteration 53Q: 3 clusters Score -1572098 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -1572106.625000 Penalty: 2878.648682
	Iteration 54Q: 3 clusters Score -1572107 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -1572119.000000 Penalty: 2878.648682
	Iteration 55Q: 3 clusters Score -1572119 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -1572132.125000 Penalty: 2878.648682
	Iteration 56Q: 3 clusters Score -1572132 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -1572141.625000 Penalty: 2878.648682
	Iteration 57Q: 3 clusters Score -1572142 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -1572156.250000 Penalty: 2878.648682
	Iteration 58Q: 3 clusters Score -1572156 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -1572164.125000 Penalty: 2878.648682
	Iteration 59Q: 3 clusters Score -1572164 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -1572169.875000 Penalty: 2878.648682
	Iteration 60F: 3 clusters Score -1572170 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -1572180.875000 Penalty: 2878.648682
	Iteration 61Q: 3 clusters Score -1572181 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1572198.750000 Penalty: 2878.648682
	Iteration 62Q: 3 clusters Score -1572199 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -1572213.000000 Penalty: 2878.648682
	Iteration 63Q: 3 clusters Score -1572213 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -1572221.750000 Penalty: 2878.648682
	Iteration 64Q: 3 clusters Score -1572222 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -1572222.375000 Penalty: 2878.648682
	Iteration 65Q: 3 clusters Score -1572222 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -1572232.250000 Penalty: 2878.648682
	Iteration 66Q: 3 clusters Score -1572232 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -1572234.125000 Penalty: 2878.648682
	Iteration 67Q: 3 clusters Score -1572234 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -1572236.125000 Penalty: 2878.648682
	Iteration 68Q: 3 clusters Score -1572236 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -1572244.875000 Penalty: 2878.648682
	Iteration 69Q: 3 clusters Score -1572245 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -1572248.500000 Penalty: 2878.648682
	Iteration 70Q: 3 clusters Score -1572248 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -1572251.125000 Penalty: 2878.648682
	Iteration 71Q: 3 clusters Score -1572251 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -1572259.125000 Penalty: 2878.648682
	Iteration 72Q: 3 clusters Score -1572259 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -1572270.375000 Penalty: 2878.648682
	Iteration 73Q: 3 clusters Score -1572270 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -1572274.500000 Penalty: 2878.648682
	Iteration 74Q: 3 clusters Score -1572274 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -1572279.250000 Penalty: 2878.648682
	Iteration 75Q: 3 clusters Score -1572279 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -1572287.375000 Penalty: 2878.648682
	Iteration 76Q: 3 clusters Score -1572287 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -1572298.375000 Penalty: 2878.648682
	Iteration 77Q: 3 clusters Score -1572298 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -1572307.375000 Penalty: 2878.648682
	Iteration 78Q: 3 clusters Score -1572307 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -1572310.875000 Penalty: 2878.648682
	Iteration 79Q: 3 clusters Score -1572311 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -1572309.000000 Penalty: 2878.648682
	Iteration 80F: 3 clusters Score -1572309 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -1572310.375000 Penalty: 2878.648682
	Iteration 81Q: 3 clusters Score -1572310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -1572310.500000 Penalty: 2878.648682
	Iteration 82Q: 3 clusters Score -1572310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -1572312.125000 Penalty: 2878.648682
	Iteration 83Q: 3 clusters Score -1572312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -1572311.250000 Penalty: 2878.648682
	Iteration 84Q: 3 clusters Score -1572311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -1572315.000000 Penalty: 2878.648682
	Iteration 85Q: 3 clusters Score -1572315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -1572318.125000 Penalty: 2878.648682
	Iteration 86Q: 3 clusters Score -1572318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -1572320.125000 Penalty: 2878.648682
	Iteration 87Q: 3 clusters Score -1572320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -1572319.625000 Penalty: 2878.648682
	Iteration 88Q: 3 clusters Score -1572320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -1572321.125000 Penalty: 2878.648682
	Iteration 89Q: 3 clusters Score -1572321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -1572323.000000 Penalty: 2878.648682
	Iteration 90Q: 3 clusters Score -1572323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -1572321.000000 Penalty: 2878.648682
	Iteration 91Q: 3 clusters Score -1572321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -1572321.500000 Penalty: 2878.648682
	Iteration 92Q: 3 clusters Score -1572322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -1572322.125000 Penalty: 2878.648682
	Iteration 93Q: 3 clusters Score -1572322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -1572321.875000 Penalty: 2878.648682
	Iteration 94Q: 3 clusters Score -1572322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -1572323.500000 Penalty: 2878.648682
	Iteration 95Q: 3 clusters Score -1572324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -1572322.500000 Penalty: 2878.648682
	Iteration 96Q: 3 clusters Score -1572322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -1572325.250000 Penalty: 2878.648682
	Iteration 97Q: 3 clusters Score -1572325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -1572323.125000 Penalty: 2878.648682
	Iteration 98Q: 3 clusters Score -1572323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -1572321.125000 Penalty: 2878.648682
	Iteration 99Q: 3 clusters Score -1572321 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -1572327.625000 Penalty: 2878.648682
	Iteration 100F: 3 clusters Score -1572328 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -1572338.125000 Penalty: 2878.648682
	Iteration 101Q: 3 clusters Score -1572338 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -1572348.500000 Penalty: 2878.648682
	Iteration 102Q: 3 clusters Score -1572348 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -1572354.250000 Penalty: 2878.648682
	Iteration 103Q: 3 clusters Score -1572354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -1572353.500000 Penalty: 2878.648682
	Iteration 104Q: 3 clusters Score -1572354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -1572356.375000 Penalty: 2878.648682
	Iteration 105Q: 3 clusters Score -1572356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -1572362.375000 Penalty: 2878.648682
	Iteration 106Q: 3 clusters Score -1572362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -1572362.625000 Penalty: 2878.648682
	Iteration 107Q: 3 clusters Score -1572363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -1572362.250000 Penalty: 2878.648682
	Iteration 108Q: 3 clusters Score -1572362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -1572365.250000 Penalty: 2878.648682
	Iteration 109Q: 3 clusters Score -1572365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -1572365.000000 Penalty: 2878.648682
	Iteration 110Q: 3 clusters Score -1572365 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -1572365.375000 Penalty: 2878.648682
	Iteration 111Q: 3 clusters Score -1572365 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -1572369.500000 Penalty: 2878.648682
	Iteration 112Q: 3 clusters Score -1572370 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -1572380.000000 Penalty: 2878.648682
	Iteration 113Q: 3 clusters Score -1572380 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -1572384.875000 Penalty: 2878.648682
	Iteration 114Q: 3 clusters Score -1572385 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -1572398.500000 Penalty: 2878.648682
	Iteration 115Q: 3 clusters Score -1572398 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -1572400.750000 Penalty: 2878.648682
	Iteration 116Q: 3 clusters Score -1572401 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -1572406.125000 Penalty: 2878.648682
	Iteration 117Q: 3 clusters Score -1572406 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -1572413.375000 Penalty: 2878.648682
	Iteration 118Q: 3 clusters Score -1572413 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -1572423.500000 Penalty: 2878.648682
	Iteration 119Q: 3 clusters Score -1572424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -1572424.500000 Penalty: 2878.648682
	Iteration 120F: 3 clusters Score -1572424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -1572425.125000 Penalty: 2878.648682
	Iteration 121Q: 3 clusters Score -1572425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -1572426.000000 Penalty: 2878.648682
	Iteration 122Q: 3 clusters Score -1572426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -1572429.250000 Penalty: 2878.648682
	Iteration 123Q: 3 clusters Score -1572429 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -1572431.375000 Penalty: 2878.648682
	Iteration 124Q: 3 clusters Score -1572431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -1572434.250000 Penalty: 2878.648682
	Iteration 125Q: 3 clusters Score -1572434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -1572435.750000 Penalty: 2878.648682
	Iteration 126Q: 3 clusters Score -1572436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -1572437.000000 Penalty: 2878.648682
	Iteration 127Q: 3 clusters Score -1572437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -1572439.000000 Penalty: 2878.648682
	Iteration 128Q: 3 clusters Score -1572439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -1572437.750000 Penalty: 2878.648682
	Iteration 129Q: 3 clusters Score -1572438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -1572439.875000 Penalty: 2878.648682
	Iteration 130Q: 3 clusters Score -1572440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -1572440.375000 Penalty: 2878.648682
	Iteration 131Q: 3 clusters Score -1572440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -1572441.250000 Penalty: 2878.648682
	Iteration 132Q: 3 clusters Score -1572441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -1572439.125000 Penalty: 2878.648682
	Iteration 133Q: 3 clusters Score -1572439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -1572437.500000 Penalty: 2878.648682
	Iteration 134Q: 3 clusters Score -1572438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -1572437.875000 Penalty: 2878.648682
	Iteration 135Q: 3 clusters Score -1572438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -1572438.375000 Penalty: 2878.648682
	Iteration 136Q: 3 clusters Score -1572438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -1572441.500000 Penalty: 2878.648682
	Iteration 137Q: 3 clusters Score -1572442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -1572441.500000 Penalty: 2878.648682
	Iteration 138F: 3 clusters Score -1572442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (24021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Entering Unmasked Estep 
Score: -2393898.750000 Penalty: 1500.898560
	Iteration 0F: 2 clusters Score -2393899 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -2378316.250000 Penalty: 3001.797119
	Iteration 0F: 3 clusters Score -2378316 nChanged 10672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -2384422.500000 Penalty: 3001.797119
	Iteration 1F: 3 clusters Score -2384422 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -2384966.000000 Penalty: 3001.797119
	Iteration 2F: 3 clusters Score -2384966 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -2385490.750000 Penalty: 3001.797119
	Iteration 3F: 3 clusters Score -2385491 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -2386036.000000 Penalty: 3001.797119
	Iteration 4Q: 3 clusters Score -2386036 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -2386657.250000 Penalty: 3001.797119
	Iteration 5F: 3 clusters Score -2386657 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -2387409.250000 Penalty: 3001.797119
	Iteration 6F: 3 clusters Score -2387409 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -2388262.500000 Penalty: 3001.797119
	Iteration 7F: 3 clusters Score -2388262 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -2389122.000000 Penalty: 3001.797119
	Iteration 8F: 3 clusters Score -2389122 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -2389902.500000 Penalty: 3001.797119
	Iteration 9Q: 3 clusters Score -2389902 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -2390532.000000 Penalty: 3001.797119
	Iteration 10Q: 3 clusters Score -2390532 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -2390935.250000 Penalty: 3001.797119
	Iteration 11Q: 3 clusters Score -2390935 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -2391154.000000 Penalty: 3001.797119
	Iteration 12Q: 3 clusters Score -2391154 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -2391270.000000 Penalty: 3001.797119
	Iteration 13Q: 3 clusters Score -2391270 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -2391345.250000 Penalty: 3001.797119
	Iteration 14Q: 3 clusters Score -2391345 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -2391394.750000 Penalty: 3001.797119
	Iteration 15Q: 3 clusters Score -2391395 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -2391434.000000 Penalty: 3001.797119
	Iteration 16Q: 3 clusters Score -2391434 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -2391464.250000 Penalty: 3001.797119
	Iteration 17Q: 3 clusters Score -2391464 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -2391469.500000 Penalty: 3001.797119
	Iteration 18Q: 3 clusters Score -2391470 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -2391479.000000 Penalty: 3001.797119
	Iteration 19Q: 3 clusters Score -2391479 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -2391494.500000 Penalty: 3001.797119
	Iteration 20F: 3 clusters Score -2391494 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -2391506.500000 Penalty: 3001.797119
	Iteration 21Q: 3 clusters Score -2391506 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -2391504.500000 Penalty: 3001.797119
	Iteration 22Q: 3 clusters Score -2391504 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -2391524.500000 Penalty: 3001.797119
	Iteration 23Q: 3 clusters Score -2391524 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -2391525.000000 Penalty: 3001.797119
	Iteration 24Q: 3 clusters Score -2391525 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -2391529.000000 Penalty: 3001.797119
	Iteration 25Q: 3 clusters Score -2391529 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -2391537.750000 Penalty: 3001.797119
	Iteration 26Q: 3 clusters Score -2391538 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -2391543.750000 Penalty: 3001.797119
	Iteration 27Q: 3 clusters Score -2391544 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -2391546.000000 Penalty: 3001.797119
	Iteration 28Q: 3 clusters Score -2391546 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -2391550.250000 Penalty: 3001.797119
	Iteration 29Q: 3 clusters Score -2391550 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -2391550.500000 Penalty: 3001.797119
	Iteration 30Q: 3 clusters Score -2391550 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -2391551.250000 Penalty: 3001.797119
	Iteration 31Q: 3 clusters Score -2391551 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -2391560.000000 Penalty: 3001.797119
	Iteration 32Q: 3 clusters Score -2391560 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -2391563.250000 Penalty: 3001.797119
	Iteration 33Q: 3 clusters Score -2391563 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -2391564.750000 Penalty: 3001.797119
	Iteration 34Q: 3 clusters Score -2391565 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -2391569.000000 Penalty: 3001.797119
	Iteration 35Q: 3 clusters Score -2391569 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -2391572.000000 Penalty: 3001.797119
	Iteration 36Q: 3 clusters Score -2391572 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -2391572.000000 Penalty: 3001.797119
	Iteration 37Q: 3 clusters Score -2391572 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -2391581.750000 Penalty: 3001.797119
	Iteration 38Q: 3 clusters Score -2391582 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -2391596.500000 Penalty: 3001.797119
	Iteration 39Q: 3 clusters Score -2391596 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -2391598.750000 Penalty: 3001.797119
	Iteration 40F: 3 clusters Score -2391599 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -2391600.750000 Penalty: 3001.797119
	Iteration 41Q: 3 clusters Score -2391601 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -2391608.750000 Penalty: 3001.797119
	Iteration 42Q: 3 clusters Score -2391609 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -2391622.000000 Penalty: 3001.797119
	Iteration 43Q: 3 clusters Score -2391622 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -2391639.250000 Penalty: 3001.797119
	Iteration 44Q: 3 clusters Score -2391639 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -2391653.500000 Penalty: 3001.797119
	Iteration 45Q: 3 clusters Score -2391654 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -2391663.250000 Penalty: 3001.797119
	Iteration 46Q: 3 clusters Score -2391663 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -2391679.750000 Penalty: 3001.797119
	Iteration 47Q: 3 clusters Score -2391680 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -2391695.250000 Penalty: 3001.797119
	Iteration 48Q: 3 clusters Score -2391695 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -2391710.750000 Penalty: 3001.797119
	Iteration 49Q: 3 clusters Score -2391711 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -2391731.500000 Penalty: 3001.797119
	Iteration 50Q: 3 clusters Score -2391732 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -2391745.750000 Penalty: 3001.797119
	Iteration 51Q: 3 clusters Score -2391746 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -2391750.500000 Penalty: 3001.797119
	Iteration 52Q: 3 clusters Score -2391750 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -2391765.250000 Penalty: 3001.797119
	Iteration 53Q: 3 clusters Score -2391765 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -2391782.000000 Penalty: 3001.797119
	Iteration 54Q: 3 clusters Score -2391782 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -2391791.250000 Penalty: 3001.797119
	Iteration 55Q: 3 clusters Score -2391791 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -2391797.750000 Penalty: 3001.797119
	Iteration 56Q: 3 clusters Score -2391798 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -2391826.250000 Penalty: 3001.797119
	Iteration 57Q: 3 clusters Score -2391826 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -2391842.500000 Penalty: 3001.797119
	Iteration 58Q: 3 clusters Score -2391842 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -2391861.000000 Penalty: 3001.797119
	Iteration 59Q: 3 clusters Score -2391861 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -2391880.750000 Penalty: 3001.797119
	Iteration 60F: 3 clusters Score -2391881 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -2391905.500000 Penalty: 3001.797119
	Iteration 61Q: 3 clusters Score -2391906 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -2391923.750000 Penalty: 3001.797119
	Iteration 62Q: 3 clusters Score -2391924 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -2391953.500000 Penalty: 3001.797119
	Iteration 63Q: 3 clusters Score -2391954 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -2391977.500000 Penalty: 3001.797119
	Iteration 64Q: 3 clusters Score -2391978 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -2391997.750000 Penalty: 3001.797119
	Iteration 65Q: 3 clusters Score -2391998 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -2392015.500000 Penalty: 3001.797119
	Iteration 66Q: 3 clusters Score -2392016 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -2392032.000000 Penalty: 3001.797119
	Iteration 67Q: 3 clusters Score -2392032 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -2392054.000000 Penalty: 3001.797119
	Iteration 68Q: 3 clusters Score -2392054 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -2392055.750000 Penalty: 3001.797119
	Iteration 69Q: 3 clusters Score -2392056 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -2392073.750000 Penalty: 3001.797119
	Iteration 70Q: 3 clusters Score -2392074 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -2392095.750000 Penalty: 3001.797119
	Iteration 71Q: 3 clusters Score -2392096 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -2392112.250000 Penalty: 3001.797119
	Iteration 72Q: 3 clusters Score -2392112 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -2392115.250000 Penalty: 3001.797119
	Iteration 73Q: 3 clusters Score -2392115 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -2392134.000000 Penalty: 3001.797119
	Iteration 74Q: 3 clusters Score -2392134 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -2392146.500000 Penalty: 3001.797119
	Iteration 75Q: 3 clusters Score -2392146 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -2392157.500000 Penalty: 3001.797119
	Iteration 76Q: 3 clusters Score -2392158 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -2392172.750000 Penalty: 3001.797119
	Iteration 77Q: 3 clusters Score -2392173 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -2392181.000000 Penalty: 3001.797119
	Iteration 78Q: 3 clusters Score -2392181 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -2392183.000000 Penalty: 3001.797119
	Iteration 79Q: 3 clusters Score -2392183 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -2392193.750000 Penalty: 3001.797119
	Iteration 80F: 3 clusters Score -2392194 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -2392198.750000 Penalty: 3001.797119
	Iteration 81Q: 3 clusters Score -2392199 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -2392208.250000 Penalty: 3001.797119
	Iteration 82Q: 3 clusters Score -2392208 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -2392211.250000 Penalty: 3001.797119
	Iteration 83Q: 3 clusters Score -2392211 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -2392213.000000 Penalty: 3001.797119
	Iteration 84Q: 3 clusters Score -2392213 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -2392217.250000 Penalty: 3001.797119
	Iteration 85Q: 3 clusters Score -2392217 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -2392218.500000 Penalty: 3001.797119
	Iteration 86Q: 3 clusters Score -2392218 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -2392228.500000 Penalty: 3001.797119
	Iteration 87Q: 3 clusters Score -2392228 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -2392235.500000 Penalty: 3001.797119
	Iteration 88Q: 3 clusters Score -2392236 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -2392242.500000 Penalty: 3001.797119
	Iteration 89Q: 3 clusters Score -2392242 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -2392249.000000 Penalty: 3001.797119
	Iteration 90Q: 3 clusters Score -2392249 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -2392249.500000 Penalty: 3001.797119
	Iteration 91Q: 3 clusters Score -2392250 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -2392254.000000 Penalty: 3001.797119
	Iteration 92Q: 3 clusters Score -2392254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -2392253.500000 Penalty: 3001.797119
	Iteration 93Q: 3 clusters Score -2392254 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -2392262.000000 Penalty: 3001.797119
	Iteration 94Q: 3 clusters Score -2392262 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -2392262.750000 Penalty: 3001.797119
	Iteration 95Q: 3 clusters Score -2392263 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -2392267.250000 Penalty: 3001.797119
	Iteration 96Q: 3 clusters Score -2392267 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -2392273.250000 Penalty: 3001.797119
	Iteration 97Q: 3 clusters Score -2392273 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -2392281.250000 Penalty: 3001.797119
	Iteration 98Q: 3 clusters Score -2392281 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -2392279.500000 Penalty: 3001.797119
	Iteration 99Q: 3 clusters Score -2392280 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -2392286.750000 Penalty: 3001.797119
	Iteration 100F: 3 clusters Score -2392287 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -2392292.000000 Penalty: 3001.797119
	Iteration 101Q: 3 clusters Score -2392292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -2392289.000000 Penalty: 3001.797119
	Iteration 102Q: 3 clusters Score -2392289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -2392289.500000 Penalty: 3001.797119
	Iteration 103Q: 3 clusters Score -2392290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -2392286.250000 Penalty: 3001.797119
	Iteration 104Q: 3 clusters Score -2392286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -2392292.750000 Penalty: 3001.797119
	Iteration 105Q: 3 clusters Score -2392293 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -2392297.500000 Penalty: 3001.797119
	Iteration 106Q: 3 clusters Score -2392298 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -2392302.750000 Penalty: 3001.797119
	Iteration 107Q: 3 clusters Score -2392303 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -2392309.750000 Penalty: 3001.797119
	Iteration 108Q: 3 clusters Score -2392310 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 21397 members 
Entering Unmasked Estep 
Score: -2392311.500000 Penalty: 3001.797119
	Iteration 109Q: 3 clusters Score -2392312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -2392312.500000 Penalty: 3001.797119
	Iteration 110Q: 3 clusters Score -2392312 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
Score: -2392317.750000 Penalty: 3001.797119
	Iteration 111Q: 3 clusters Score -2392318 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -2392328.500000 Penalty: 3001.797119
	Iteration 112Q: 3 clusters Score -2392328 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -2392335.000000 Penalty: 3001.797119
	Iteration 113Q: 3 clusters Score -2392335 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -2392334.000000 Penalty: 3001.797119
	Iteration 114Q: 3 clusters Score -2392334 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 21503 members 
Entering Unmasked Estep 
Score: -2392339.000000 Penalty: 3001.797119
	Iteration 115Q: 3 clusters Score -2392339 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 21513 members 
Entering Unmasked Estep 
Score: -2392344.000000 Penalty: 3001.797119
	Iteration 116Q: 3 clusters Score -2392344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -2392341.750000 Penalty: 3001.797119
	Iteration 117Q: 3 clusters Score -2392342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -2392339.000000 Penalty: 3001.797119
	Iteration 118Q: 3 clusters Score -2392339 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -2392346.750000 Penalty: 3001.797119
	Iteration 119Q: 3 clusters Score -2392347 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -2392344.000000 Penalty: 3001.797119
	Iteration 120F: 3 clusters Score -2392344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -2392348.500000 Penalty: 3001.797119
	Iteration 121Q: 3 clusters Score -2392348 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -2392354.250000 Penalty: 3001.797119
	Iteration 122Q: 3 clusters Score -2392354 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -2392361.500000 Penalty: 3001.797119
	Iteration 123Q: 3 clusters Score -2392362 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -2392361.500000 Penalty: 3001.797119
	Iteration 124Q: 3 clusters Score -2392362 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -2392365.000000 Penalty: 3001.797119
	Iteration 125Q: 3 clusters Score -2392365 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -2392378.000000 Penalty: 3001.797119
	Iteration 126Q: 3 clusters Score -2392378 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -2392381.500000 Penalty: 3001.797119
	Iteration 127Q: 3 clusters Score -2392382 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -2392381.250000 Penalty: 3001.797119
	Iteration 128Q: 3 clusters Score -2392381 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 21777 members 
Entering Unmasked Estep 
Score: -2392389.500000 Penalty: 3001.797119
	Iteration 129Q: 3 clusters Score -2392390 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -2392399.250000 Penalty: 3001.797119
	Iteration 130Q: 3 clusters Score -2392399 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -2392409.500000 Penalty: 3001.797119
	Iteration 131Q: 3 clusters Score -2392410 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -2392409.250000 Penalty: 3001.797119
	Iteration 132Q: 3 clusters Score -2392409 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -2392413.500000 Penalty: 3001.797119
	Iteration 133Q: 3 clusters Score -2392414 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 21888 members 
Entering Unmasked Estep 
Score: -2392420.250000 Penalty: 3001.797119
	Iteration 134Q: 3 clusters Score -2392420 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 21910 members 
Entering Unmasked Estep 
Score: -2392423.750000 Penalty: 3001.797119
	Iteration 135Q: 3 clusters Score -2392424 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -2392430.250000 Penalty: 3001.797119
	Iteration 136Q: 3 clusters Score -2392430 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 21946 members 
Entering Unmasked Estep 
Score: -2392435.750000 Penalty: 3001.797119
	Iteration 137Q: 3 clusters Score -2392436 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -2392441.750000 Penalty: 3001.797119
	Iteration 138Q: 3 clusters Score -2392442 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -2392449.000000 Penalty: 3001.797119
	Iteration 139Q: 3 clusters Score -2392449 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -2392454.250000 Penalty: 3001.797119
	Iteration 140F: 3 clusters Score -2392454 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -2392457.750000 Penalty: 3001.797119
	Iteration 141Q: 3 clusters Score -2392458 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -2392462.250000 Penalty: 3001.797119
	Iteration 142Q: 3 clusters Score -2392462 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -2392469.250000 Penalty: 3001.797119
	Iteration 143Q: 3 clusters Score -2392469 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
Score: -2392470.000000 Penalty: 3001.797119
	Iteration 144Q: 3 clusters Score -2392470 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -2392479.500000 Penalty: 3001.797119
	Iteration 145Q: 3 clusters Score -2392480 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -2392488.750000 Penalty: 3001.797119
	Iteration 146Q: 3 clusters Score -2392489 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -2392493.250000 Penalty: 3001.797119
	Iteration 147Q: 3 clusters Score -2392493 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -2392499.000000 Penalty: 3001.797119
	Iteration 148Q: 3 clusters Score -2392499 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -2392502.250000 Penalty: 3001.797119
	Iteration 149Q: 3 clusters Score -2392502 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -2392520.250000 Penalty: 3001.797119
	Iteration 150Q: 3 clusters Score -2392520 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -2392529.750000 Penalty: 3001.797119
	Iteration 151Q: 3 clusters Score -2392530 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -2392539.500000 Penalty: 3001.797119
	Iteration 152Q: 3 clusters Score -2392540 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -2392544.250000 Penalty: 3001.797119
	Iteration 153Q: 3 clusters Score -2392544 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -2392552.750000 Penalty: 3001.797119
	Iteration 154Q: 3 clusters Score -2392553 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 22364 members 
Entering Unmasked Estep 
Score: -2392555.250000 Penalty: 3001.797119
	Iteration 155Q: 3 clusters Score -2392555 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 22386 members 
Entering Unmasked Estep 
Score: -2392562.500000 Penalty: 3001.797119
	Iteration 156Q: 3 clusters Score -2392562 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -2392576.750000 Penalty: 3001.797119
	Iteration 157Q: 3 clusters Score -2392577 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -2392579.250000 Penalty: 3001.797119
	Iteration 158Q: 3 clusters Score -2392579 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -2392589.500000 Penalty: 3001.797119
	Iteration 159Q: 3 clusters Score -2392590 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -2392591.000000 Penalty: 3001.797119
	Iteration 160F: 3 clusters Score -2392591 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -2392589.500000 Penalty: 3001.797119
	Iteration 161Q: 3 clusters Score -2392590 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -2392601.750000 Penalty: 3001.797119
	Iteration 162Q: 3 clusters Score -2392602 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 22515 members 
Entering Unmasked Estep 
Score: -2392603.750000 Penalty: 3001.797119
	Iteration 163Q: 3 clusters Score -2392604 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -2392615.500000 Penalty: 3001.797119
	Iteration 164Q: 3 clusters Score -2392616 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -2392617.500000 Penalty: 3001.797119
	Iteration 165Q: 3 clusters Score -2392618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 22564 members 
Entering Unmasked Estep 
Score: -2392618.000000 Penalty: 3001.797119
	Iteration 166Q: 3 clusters Score -2392618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -2392623.000000 Penalty: 3001.797119
	Iteration 167Q: 3 clusters Score -2392623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -2392625.750000 Penalty: 3001.797119
	Iteration 168Q: 3 clusters Score -2392626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
Score: -2392624.000000 Penalty: 3001.797119
	Iteration 169Q: 3 clusters Score -2392624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -2392631.500000 Penalty: 3001.797119
	Iteration 170Q: 3 clusters Score -2392632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -2392630.250000 Penalty: 3001.797119
	Iteration 171Q: 3 clusters Score -2392630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -2392632.000000 Penalty: 3001.797119
	Iteration 172Q: 3 clusters Score -2392632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -2392635.250000 Penalty: 3001.797119
	Iteration 173Q: 3 clusters Score -2392635 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 22636 members 
Entering Unmasked Estep 
Score: -2392640.250000 Penalty: 3001.797119
	Iteration 174Q: 3 clusters Score -2392640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -2392643.000000 Penalty: 3001.797119
	Iteration 175Q: 3 clusters Score -2392643 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -2392643.750000 Penalty: 3001.797119
	Iteration 176Q: 3 clusters Score -2392644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -2392648.250000 Penalty: 3001.797119
	Iteration 177Q: 3 clusters Score -2392648 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -2392656.750000 Penalty: 3001.797119
	Iteration 178Q: 3 clusters Score -2392657 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -2392661.000000 Penalty: 3001.797119
	Iteration 179Q: 3 clusters Score -2392661 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 22719 members 
Entering Unmasked Estep 
Score: -2392668.750000 Penalty: 3001.797119
	Iteration 180F: 3 clusters Score -2392669 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -2392667.000000 Penalty: 3001.797119
	Iteration 181Q: 3 clusters Score -2392667 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -2392671.000000 Penalty: 3001.797119
	Iteration 182Q: 3 clusters Score -2392671 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
Score: -2392671.750000 Penalty: 3001.797119
	Iteration 183Q: 3 clusters Score -2392672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 22764 members 
Entering Unmasked Estep 
Score: -2392677.500000 Penalty: 3001.797119
	Iteration 184Q: 3 clusters Score -2392678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
Score: -2392682.250000 Penalty: 3001.797119
	Iteration 185Q: 3 clusters Score -2392682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 22784 members 
Entering Unmasked Estep 
Score: -2392681.000000 Penalty: 3001.797119
	Iteration 186Q: 3 clusters Score -2392681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -2392681.000000 Penalty: 3001.797119
	Iteration 187Q: 3 clusters Score -2392681 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 22805 members 
Entering Unmasked Estep 
Score: -2392688.750000 Penalty: 3001.797119
	Iteration 188Q: 3 clusters Score -2392689 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -2392694.000000 Penalty: 3001.797119
	Iteration 189Q: 3 clusters Score -2392694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
Score: -2392690.000000 Penalty: 3001.797119
	Iteration 190Q: 3 clusters Score -2392690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -2392693.500000 Penalty: 3001.797119
	Iteration 191Q: 3 clusters Score -2392694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -2392696.000000 Penalty: 3001.797119
	Iteration 192Q: 3 clusters Score -2392696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 22830 members 
Entering Unmasked Estep 
Score: -2392698.000000 Penalty: 3001.797119
	Iteration 193Q: 3 clusters Score -2392698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 22832 members 
Entering Unmasked Estep 
Score: -2392696.250000 Penalty: 3001.797119
	Iteration 194Q: 3 clusters Score -2392696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -2392698.250000 Penalty: 3001.797119
	Iteration 195Q: 3 clusters Score -2392698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -2392703.500000 Penalty: 3001.797119
	Iteration 196Q: 3 clusters Score -2392704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -2392701.000000 Penalty: 3001.797119
	Iteration 197Q: 3 clusters Score -2392701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -2392699.750000 Penalty: 3001.797119
	Iteration 198Q: 3 clusters Score -2392700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 22844 members 
Entering Unmasked Estep 
Score: -2392698.250000 Penalty: 3001.797119
	Iteration 199Q: 3 clusters Score -2392698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -2392700.250000 Penalty: 3001.797119
	Iteration 200F: 3 clusters Score -2392700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
Score: -2392704.000000 Penalty: 3001.797119
	Iteration 201Q: 3 clusters Score -2392704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 22861 members 
Entering Unmasked Estep 
Score: -2392708.250000 Penalty: 3001.797119
	Iteration 202Q: 3 clusters Score -2392708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -2392713.750000 Penalty: 3001.797119
	Iteration 203Q: 3 clusters Score -2392714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -2392719.000000 Penalty: 3001.797119
	Iteration 204Q: 3 clusters Score -2392719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -2392720.750000 Penalty: 3001.797119
	Iteration 205Q: 3 clusters Score -2392721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -2392718.500000 Penalty: 3001.797119
	Iteration 206Q: 3 clusters Score -2392718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -2392718.500000 Penalty: 3001.797119
	Iteration 207F: 3 clusters Score -2392718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Entering Unmasked Estep 
Score: -840241.875000 Penalty: 1349.571167
	Iteration 0F: 2 clusters Score -840241.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -834290.625000 Penalty: 2699.142334
	Iteration 0F: 3 clusters Score -834290.6 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -836179.250000 Penalty: 2699.142334
	Iteration 1F: 3 clusters Score -836179.2 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -836485.187500 Penalty: 2699.142334
	Iteration 2F: 3 clusters Score -836485.2 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -836719.625000 Penalty: 2699.142334
	Iteration 3F: 3 clusters Score -836719.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -836906.750000 Penalty: 2699.142334
	Iteration 4Q: 3 clusters Score -836906.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -837060.437500 Penalty: 2699.142334
	Iteration 5Q: 3 clusters Score -837060.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -837198.312500 Penalty: 2699.142334
	Iteration 6Q: 3 clusters Score -837198.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -837334.625000 Penalty: 2699.142334
	Iteration 7Q: 3 clusters Score -837334.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -837448.062500 Penalty: 2699.142334
	Iteration 8Q: 3 clusters Score -837448.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -837549.937500 Penalty: 2699.142334
	Iteration 9Q: 3 clusters Score -837549.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -837649.187500 Penalty: 2699.142334
	Iteration 10Q: 3 clusters Score -837649.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -837749.312500 Penalty: 2699.142334
	Iteration 11Q: 3 clusters Score -837749.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -837837.812500 Penalty: 2699.142334
	Iteration 12Q: 3 clusters Score -837837.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -837932.687500 Penalty: 2699.142334
	Iteration 13Q: 3 clusters Score -837932.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -838030.062500 Penalty: 2699.142334
	Iteration 14Q: 3 clusters Score -838030.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -838139.937500 Penalty: 2699.142334
	Iteration 15Q: 3 clusters Score -838139.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -838238.875000 Penalty: 2699.142334
	Iteration 16Q: 3 clusters Score -838238.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -838333.312500 Penalty: 2699.142334
	Iteration 17Q: 3 clusters Score -838333.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -838434.750000 Penalty: 2699.142334
	Iteration 18Q: 3 clusters Score -838434.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -838529.250000 Penalty: 2699.142334
	Iteration 19Q: 3 clusters Score -838529.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -838621.062500 Penalty: 2699.142334
	Iteration 20F: 3 clusters Score -838621.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -838702.937500 Penalty: 2699.142334
	Iteration 21Q: 3 clusters Score -838702.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -838771.500000 Penalty: 2699.142334
	Iteration 22Q: 3 clusters Score -838771.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -838823.187500 Penalty: 2699.142334
	Iteration 23Q: 3 clusters Score -838823.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -838867.500000 Penalty: 2699.142334
	Iteration 24Q: 3 clusters Score -838867.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -838906.062500 Penalty: 2699.142334
	Iteration 25Q: 3 clusters Score -838906.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -838930.125000 Penalty: 2699.142334
	Iteration 26Q: 3 clusters Score -838930.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -838947.687500 Penalty: 2699.142334
	Iteration 27Q: 3 clusters Score -838947.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -838972.750000 Penalty: 2699.142334
	Iteration 28Q: 3 clusters Score -838972.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -838985.062500 Penalty: 2699.142334
	Iteration 29Q: 3 clusters Score -838985.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -838999.187500 Penalty: 2699.142334
	Iteration 30Q: 3 clusters Score -838999.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -839012.750000 Penalty: 2699.142334
	Iteration 31Q: 3 clusters Score -839012.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -839022.875000 Penalty: 2699.142334
	Iteration 32Q: 3 clusters Score -839022.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -839031.000000 Penalty: 2699.142334
	Iteration 33Q: 3 clusters Score -839031 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -839034.687500 Penalty: 2699.142334
	Iteration 34Q: 3 clusters Score -839034.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -839041.875000 Penalty: 2699.142334
	Iteration 35Q: 3 clusters Score -839041.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -839045.937500 Penalty: 2699.142334
	Iteration 36Q: 3 clusters Score -839045.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -839050.312500 Penalty: 2699.142334
	Iteration 37Q: 3 clusters Score -839050.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -839055.500000 Penalty: 2699.142334
	Iteration 38Q: 3 clusters Score -839055.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -839063.875000 Penalty: 2699.142334
	Iteration 39Q: 3 clusters Score -839063.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -839069.812500 Penalty: 2699.142334
	Iteration 40F: 3 clusters Score -839069.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -839078.000000 Penalty: 2699.142334
	Iteration 41Q: 3 clusters Score -839078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -839080.125000 Penalty: 2699.142334
	Iteration 42Q: 3 clusters Score -839080.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -839085.250000 Penalty: 2699.142334
	Iteration 43Q: 3 clusters Score -839085.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -839083.437500 Penalty: 2699.142334
	Iteration 44Q: 3 clusters Score -839083.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -839083.625000 Penalty: 2699.142334
	Iteration 45Q: 3 clusters Score -839083.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -839084.687500 Penalty: 2699.142334
	Iteration 46Q: 3 clusters Score -839084.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -839085.687500 Penalty: 2699.142334
	Iteration 47Q: 3 clusters Score -839085.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -839088.062500 Penalty: 2699.142334
	Iteration 48Q: 3 clusters Score -839088.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -839087.250000 Penalty: 2699.142334
	Iteration 49Q: 3 clusters Score -839087.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -839089.187500 Penalty: 2699.142334
	Iteration 50Q: 3 clusters Score -839089.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -839089.187500 Penalty: 2699.142334
	Iteration 51F: 3 clusters Score -839089.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Entering Unmasked Estep 
Score: -1105188.125000 Penalty: 1380.552368
	Iteration 0F: 2 clusters Score -1105188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1098052.000000 Penalty: 2761.104736
	Iteration 0F: 3 clusters Score -1098052 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1100517.000000 Penalty: 2761.104736
	Iteration 1F: 3 clusters Score -1100517 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1100846.875000 Penalty: 2761.104736
	Iteration 2F: 3 clusters Score -1100847 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1101065.250000 Penalty: 2761.104736
	Iteration 3F: 3 clusters Score -1101065 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1101213.125000 Penalty: 2761.104736
	Iteration 4Q: 3 clusters Score -1101213 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1101353.875000 Penalty: 2761.104736
	Iteration 5Q: 3 clusters Score -1101354 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1101480.375000 Penalty: 2761.104736
	Iteration 6Q: 3 clusters Score -1101480 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1101569.000000 Penalty: 2761.104736
	Iteration 7Q: 3 clusters Score -1101569 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1101642.375000 Penalty: 2761.104736
	Iteration 8Q: 3 clusters Score -1101642 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1101698.000000 Penalty: 2761.104736
	Iteration 9Q: 3 clusters Score -1101698 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1101750.000000 Penalty: 2761.104736
	Iteration 10Q: 3 clusters Score -1101750 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1101800.250000 Penalty: 2761.104736
	Iteration 11Q: 3 clusters Score -1101800 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1101846.625000 Penalty: 2761.104736
	Iteration 12Q: 3 clusters Score -1101847 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1101887.625000 Penalty: 2761.104736
	Iteration 13Q: 3 clusters Score -1101888 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1101923.750000 Penalty: 2761.104736
	Iteration 14Q: 3 clusters Score -1101924 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1101955.000000 Penalty: 2761.104736
	Iteration 15Q: 3 clusters Score -1101955 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1101985.250000 Penalty: 2761.104736
	Iteration 16Q: 3 clusters Score -1101985 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1102017.875000 Penalty: 2761.104736
	Iteration 17Q: 3 clusters Score -1102018 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1102047.000000 Penalty: 2761.104736
	Iteration 18Q: 3 clusters Score -1102047 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1102072.500000 Penalty: 2761.104736
	Iteration 19Q: 3 clusters Score -1102072 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1102100.125000 Penalty: 2761.104736
	Iteration 20F: 3 clusters Score -1102100 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1102135.375000 Penalty: 2761.104736
	Iteration 21Q: 3 clusters Score -1102135 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1102173.625000 Penalty: 2761.104736
	Iteration 22Q: 3 clusters Score -1102174 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1102211.250000 Penalty: 2761.104736
	Iteration 23Q: 3 clusters Score -1102211 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1102254.375000 Penalty: 2761.104736
	Iteration 24Q: 3 clusters Score -1102254 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1102293.375000 Penalty: 2761.104736
	Iteration 25Q: 3 clusters Score -1102293 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1102345.250000 Penalty: 2761.104736
	Iteration 26Q: 3 clusters Score -1102345 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1102401.750000 Penalty: 2761.104736
	Iteration 27Q: 3 clusters Score -1102402 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1102467.250000 Penalty: 2761.104736
	Iteration 28Q: 3 clusters Score -1102467 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1102534.750000 Penalty: 2761.104736
	Iteration 29Q: 3 clusters Score -1102535 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1102632.000000 Penalty: 2761.104736
	Iteration 30Q: 3 clusters Score -1102632 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1102740.625000 Penalty: 2761.104736
	Iteration 31Q: 3 clusters Score -1102741 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1102849.875000 Penalty: 2761.104736
	Iteration 32Q: 3 clusters Score -1102850 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1102955.250000 Penalty: 2761.104736
	Iteration 33Q: 3 clusters Score -1102955 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1103052.250000 Penalty: 2761.104736
	Iteration 34Q: 3 clusters Score -1103052 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1103157.375000 Penalty: 2761.104736
	Iteration 35Q: 3 clusters Score -1103157 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1103276.875000 Penalty: 2761.104736
	Iteration 36Q: 3 clusters Score -1103277 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1103410.625000 Penalty: 2761.104736
	Iteration 37Q: 3 clusters Score -1103411 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1103542.500000 Penalty: 2761.104736
	Iteration 38Q: 3 clusters Score -1103542 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1103656.250000 Penalty: 2761.104736
	Iteration 39Q: 3 clusters Score -1103656 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1103746.750000 Penalty: 2761.104736
	Iteration 40F: 3 clusters Score -1103747 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1103843.750000 Penalty: 2761.104736
	Iteration 41Q: 3 clusters Score -1103844 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1103929.250000 Penalty: 2761.104736
	Iteration 42Q: 3 clusters Score -1103929 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1103999.500000 Penalty: 2761.104736
	Iteration 43Q: 3 clusters Score -1104000 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1104049.250000 Penalty: 2761.104736
	Iteration 44Q: 3 clusters Score -1104049 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1104091.750000 Penalty: 2761.104736
	Iteration 45Q: 3 clusters Score -1104092 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1104119.375000 Penalty: 2761.104736
	Iteration 46Q: 3 clusters Score -1104119 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1104147.750000 Penalty: 2761.104736
	Iteration 47Q: 3 clusters Score -1104148 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1104174.375000 Penalty: 2761.104736
	Iteration 48Q: 3 clusters Score -1104174 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1104200.625000 Penalty: 2761.104736
	Iteration 49Q: 3 clusters Score -1104201 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1104220.000000 Penalty: 2761.104736
	Iteration 50Q: 3 clusters Score -1104220 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1104229.750000 Penalty: 2761.104736
	Iteration 51Q: 3 clusters Score -1104230 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -1104240.250000 Penalty: 2761.104736
	Iteration 52Q: 3 clusters Score -1104240 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1104250.375000 Penalty: 2761.104736
	Iteration 53Q: 3 clusters Score -1104250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1104262.000000 Penalty: 2761.104736
	Iteration 54Q: 3 clusters Score -1104262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1104267.250000 Penalty: 2761.104736
	Iteration 55Q: 3 clusters Score -1104267 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1104276.000000 Penalty: 2761.104736
	Iteration 56Q: 3 clusters Score -1104276 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1104284.875000 Penalty: 2761.104736
	Iteration 57Q: 3 clusters Score -1104285 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1104287.125000 Penalty: 2761.104736
	Iteration 58Q: 3 clusters Score -1104287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1104290.250000 Penalty: 2761.104736
	Iteration 59Q: 3 clusters Score -1104290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1104296.250000 Penalty: 2761.104736
	Iteration 60F: 3 clusters Score -1104296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1104298.875000 Penalty: 2761.104736
	Iteration 61Q: 3 clusters Score -1104299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1104303.875000 Penalty: 2761.104736
	Iteration 62Q: 3 clusters Score -1104304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1104307.500000 Penalty: 2761.104736
	Iteration 63Q: 3 clusters Score -1104308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1104317.375000 Penalty: 2761.104736
	Iteration 64Q: 3 clusters Score -1104317 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1104323.375000 Penalty: 2761.104736
	Iteration 65Q: 3 clusters Score -1104323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1104329.000000 Penalty: 2761.104736
	Iteration 66Q: 3 clusters Score -1104329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1104330.875000 Penalty: 2761.104736
	Iteration 67Q: 3 clusters Score -1104331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1104332.000000 Penalty: 2761.104736
	Iteration 68Q: 3 clusters Score -1104332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1104333.125000 Penalty: 2761.104736
	Iteration 69Q: 3 clusters Score -1104333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1104333.125000 Penalty: 2761.104736
	Iteration 70F: 3 clusters Score -1104333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (37848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37848 members 
Entering Unmasked Estep 
Score: -3908502.250000 Penalty: 1568.550415
	Iteration 0F: 2 clusters Score -3908502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -3883884.500000 Penalty: 3137.100830
	Iteration 0F: 3 clusters Score -3883884 nChanged 17266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -3893540.750000 Penalty: 3137.100830
	Iteration 1F: 3 clusters Score -3893541 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -3894254.750000 Penalty: 3137.100830
	Iteration 2Q: 3 clusters Score -3894255 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -3895035.750000 Penalty: 3137.100830
	Iteration 3Q: 3 clusters Score -3895036 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -3896022.000000 Penalty: 3137.100830
	Iteration 4F: 3 clusters Score -3896022 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -3897193.250000 Penalty: 3137.100830
	Iteration 5F: 3 clusters Score -3897193 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 24212 members 
Entering Unmasked Estep 
Score: -3898460.750000 Penalty: 3137.100830
	Iteration 6F: 3 clusters Score -3898461 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 25521 members 
Entering Unmasked Estep 
Score: -3899780.500000 Penalty: 3137.100830
	Iteration 7F: 3 clusters Score -3899780 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 26715 members 
Entering Unmasked Estep 
Score: -3900863.500000 Penalty: 3137.100830
	Iteration 8F: 3 clusters Score -3900864 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 27762 members 
Entering Unmasked Estep 
Score: -3901720.250000 Penalty: 3137.100830
	Iteration 9Q: 3 clusters Score -3901720 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 28695 members 
Entering Unmasked Estep 
Score: -3902344.250000 Penalty: 3137.100830
	Iteration 10Q: 3 clusters Score -3902344 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 29556 members 
Entering Unmasked Estep 
Score: -3902884.500000 Penalty: 3137.100830
	Iteration 11Q: 3 clusters Score -3902884 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 30416 members 
Entering Unmasked Estep 
Score: -3903432.250000 Penalty: 3137.100830
	Iteration 12Q: 3 clusters Score -3903432 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 31228 members 
Entering Unmasked Estep 
Score: -3903948.250000 Penalty: 3137.100830
	Iteration 13Q: 3 clusters Score -3903948 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 31947 members 
Entering Unmasked Estep 
Score: -3904396.000000 Penalty: 3137.100830
	Iteration 14Q: 3 clusters Score -3904396 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 32613 members 
Entering Unmasked Estep 
Score: -3904810.250000 Penalty: 3137.100830
	Iteration 15Q: 3 clusters Score -3904810 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 33171 members 
Entering Unmasked Estep 
Score: -3905151.750000 Penalty: 3137.100830
	Iteration 16Q: 3 clusters Score -3905152 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 33679 members 
Entering Unmasked Estep 
Score: -3905458.500000 Penalty: 3137.100830
	Iteration 17Q: 3 clusters Score -3905458 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 34126 members 
Entering Unmasked Estep 
Score: -3905680.500000 Penalty: 3137.100830
	Iteration 18Q: 3 clusters Score -3905680 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 34524 members 
Entering Unmasked Estep 
Score: -3905915.000000 Penalty: 3137.100830
	Iteration 19Q: 3 clusters Score -3905915 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 34851 members 
Entering Unmasked Estep 
Score: -3906080.000000 Penalty: 3137.100830
	Iteration 20F: 3 clusters Score -3906080 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 35137 members 
Entering Unmasked Estep 
Score: -3906218.000000 Penalty: 3137.100830
	Iteration 21Q: 3 clusters Score -3906218 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 35406 members 
Entering Unmasked Estep 
Score: -3906383.000000 Penalty: 3137.100830
	Iteration 22Q: 3 clusters Score -3906383 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 35645 members 
Entering Unmasked Estep 
Score: -3906488.000000 Penalty: 3137.100830
	Iteration 23Q: 3 clusters Score -3906488 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 35832 members 
Entering Unmasked Estep 
Score: -3906588.750000 Penalty: 3137.100830
	Iteration 24Q: 3 clusters Score -3906589 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 36015 members 
Entering Unmasked Estep 
Score: -3906668.250000 Penalty: 3137.100830
	Iteration 25Q: 3 clusters Score -3906668 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 36165 members 
Entering Unmasked Estep 
Score: -3906758.250000 Penalty: 3137.100830
	Iteration 26Q: 3 clusters Score -3906758 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 36314 members 
Entering Unmasked Estep 
Score: -3906819.000000 Penalty: 3137.100830
	Iteration 27Q: 3 clusters Score -3906819 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 36442 members 
Entering Unmasked Estep 
Score: -3906891.750000 Penalty: 3137.100830
	Iteration 28Q: 3 clusters Score -3906892 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 36555 members 
Entering Unmasked Estep 
Score: -3906928.250000 Penalty: 3137.100830
	Iteration 29Q: 3 clusters Score -3906928 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 36650 members 
Entering Unmasked Estep 
Score: -3906983.250000 Penalty: 3137.100830
	Iteration 30Q: 3 clusters Score -3906983 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 36708 members 
Entering Unmasked Estep 
Score: -3907016.250000 Penalty: 3137.100830
	Iteration 31Q: 3 clusters Score -3907016 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 36772 members 
Entering Unmasked Estep 
Score: -3907051.750000 Penalty: 3137.100830
	Iteration 32Q: 3 clusters Score -3907052 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 36841 members 
Entering Unmasked Estep 
Score: -3907094.250000 Penalty: 3137.100830
	Iteration 33Q: 3 clusters Score -3907094 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 36903 members 
Entering Unmasked Estep 
Score: -3907111.500000 Penalty: 3137.100830
	Iteration 34Q: 3 clusters Score -3907112 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 36949 members 
Entering Unmasked Estep 
Score: -3907145.750000 Penalty: 3137.100830
	Iteration 35Q: 3 clusters Score -3907146 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 36992 members 
Entering Unmasked Estep 
Score: -3907165.750000 Penalty: 3137.100830
	Iteration 36Q: 3 clusters Score -3907166 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 37024 members 
Entering Unmasked Estep 
Score: -3907194.500000 Penalty: 3137.100830
	Iteration 37Q: 3 clusters Score -3907194 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 37054 members 
Entering Unmasked Estep 
Score: -3907215.250000 Penalty: 3137.100830
	Iteration 38Q: 3 clusters Score -3907215 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 37083 members 
Entering Unmasked Estep 
Score: -3907231.500000 Penalty: 3137.100830
	Iteration 39Q: 3 clusters Score -3907232 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 37110 members 
Entering Unmasked Estep 
Score: -3907242.000000 Penalty: 3137.100830
	Iteration 40F: 3 clusters Score -3907242 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 37136 members 
Entering Unmasked Estep 
Score: -3907261.750000 Penalty: 3137.100830
	Iteration 41Q: 3 clusters Score -3907262 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 37150 members 
Entering Unmasked Estep 
Score: -3907271.250000 Penalty: 3137.100830
	Iteration 42Q: 3 clusters Score -3907271 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 37163 members 
Entering Unmasked Estep 
Score: -3907285.500000 Penalty: 3137.100830
	Iteration 43Q: 3 clusters Score -3907286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 37173 members 
Entering Unmasked Estep 
Score: -3907290.250000 Penalty: 3137.100830
	Iteration 44Q: 3 clusters Score -3907290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 37188 members 
Entering Unmasked Estep 
Score: -3907307.500000 Penalty: 3137.100830
	Iteration 45Q: 3 clusters Score -3907308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 37200 members 
Entering Unmasked Estep 
Score: -3907306.750000 Penalty: 3137.100830
	Iteration 46Q: 3 clusters Score -3907307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 37208 members 
Entering Unmasked Estep 
Score: -3907312.000000 Penalty: 3137.100830
	Iteration 47Q: 3 clusters Score -3907312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 37218 members 
Entering Unmasked Estep 
Score: -3907322.250000 Penalty: 3137.100830
	Iteration 48Q: 3 clusters Score -3907322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 37228 members 
Entering Unmasked Estep 
Score: -3907326.000000 Penalty: 3137.100830
	Iteration 49Q: 3 clusters Score -3907326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 37230 members 
Entering Unmasked Estep 
Score: -3907333.500000 Penalty: 3137.100830
	Iteration 50Q: 3 clusters Score -3907334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 37234 members 
Entering Unmasked Estep 
Score: -3907328.250000 Penalty: 3137.100830
	Iteration 51Q: 3 clusters Score -3907328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 37238 members 
Entering Unmasked Estep 
Score: -3907331.750000 Penalty: 3137.100830
	Iteration 52Q: 3 clusters Score -3907332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 37241 members 
Entering Unmasked Estep 
Score: -3907335.250000 Penalty: 3137.100830
	Iteration 53Q: 3 clusters Score -3907335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 37242 members 
Entering Unmasked Estep 
Score: -3907337.000000 Penalty: 3137.100830
	Iteration 54Q: 3 clusters Score -3907337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 37242 members 
Entering Unmasked Estep 
Score: -3907337.000000 Penalty: 3137.100830
	Iteration 55F: 3 clusters Score -3907337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Entering Unmasked Estep 
Score: -526435.250000 Penalty: 1268.307617
	Iteration 0F: 2 clusters Score -526435.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -522687.187500 Penalty: 2536.615234
	Iteration 0F: 3 clusters Score -522687.2 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -523743.031250 Penalty: 2536.615234
	Iteration 1F: 3 clusters Score -523743 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -523942.562500 Penalty: 2536.615234
	Iteration 2F: 3 clusters Score -523942.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -524054.531250 Penalty: 2536.615234
	Iteration 3Q: 3 clusters Score -524054.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -524128.781250 Penalty: 2536.615234
	Iteration 4Q: 3 clusters Score -524128.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -524190.156250 Penalty: 2536.615234
	Iteration 5Q: 3 clusters Score -524190.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -524234.062500 Penalty: 2536.615234
	Iteration 6Q: 3 clusters Score -524234.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -524268.843750 Penalty: 2536.615234
	Iteration 7Q: 3 clusters Score -524268.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -524295.875000 Penalty: 2536.615234
	Iteration 8Q: 3 clusters Score -524295.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -524323.812500 Penalty: 2536.615234
	Iteration 9Q: 3 clusters Score -524323.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -524350.500000 Penalty: 2536.615234
	Iteration 10Q: 3 clusters Score -524350.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -524367.625000 Penalty: 2536.615234
	Iteration 11Q: 3 clusters Score -524367.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -524384.687500 Penalty: 2536.615234
	Iteration 12Q: 3 clusters Score -524384.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -524399.187500 Penalty: 2536.615234
	Iteration 13Q: 3 clusters Score -524399.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -524414.500000 Penalty: 2536.615234
	Iteration 14Q: 3 clusters Score -524414.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -524429.625000 Penalty: 2536.615234
	Iteration 15Q: 3 clusters Score -524429.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -524443.062500 Penalty: 2536.615234
	Iteration 16Q: 3 clusters Score -524443.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -524460.187500 Penalty: 2536.615234
	Iteration 17Q: 3 clusters Score -524460.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -524474.375000 Penalty: 2536.615234
	Iteration 18Q: 3 clusters Score -524474.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -524490.062500 Penalty: 2536.615234
	Iteration 19Q: 3 clusters Score -524490.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -524507.562500 Penalty: 2536.615234
	Iteration 20F: 3 clusters Score -524507.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -524522.562500 Penalty: 2536.615234
	Iteration 21Q: 3 clusters Score -524522.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -524529.500000 Penalty: 2536.615234
	Iteration 22Q: 3 clusters Score -524529.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -524533.875000 Penalty: 2536.615234
	Iteration 23Q: 3 clusters Score -524533.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -524538.625000 Penalty: 2536.615234
	Iteration 24Q: 3 clusters Score -524538.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -524548.062500 Penalty: 2536.615234
	Iteration 25Q: 3 clusters Score -524548.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -524562.312500 Penalty: 2536.615234
	Iteration 26Q: 3 clusters Score -524562.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -524575.687500 Penalty: 2536.615234
	Iteration 27Q: 3 clusters Score -524575.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -524592.250000 Penalty: 2536.615234
	Iteration 28Q: 3 clusters Score -524592.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -524610.125000 Penalty: 2536.615234
	Iteration 29Q: 3 clusters Score -524610.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -524625.750000 Penalty: 2536.615234
	Iteration 30Q: 3 clusters Score -524625.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -524641.187500 Penalty: 2536.615234
	Iteration 31Q: 3 clusters Score -524641.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -524653.000000 Penalty: 2536.615234
	Iteration 32Q: 3 clusters Score -524653 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -524671.000000 Penalty: 2536.615234
	Iteration 33Q: 3 clusters Score -524671 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -524683.875000 Penalty: 2536.615234
	Iteration 34Q: 3 clusters Score -524683.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -524702.500000 Penalty: 2536.615234
	Iteration 35Q: 3 clusters Score -524702.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -524723.000000 Penalty: 2536.615234
	Iteration 36Q: 3 clusters Score -524723 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -524741.375000 Penalty: 2536.615234
	Iteration 37Q: 3 clusters Score -524741.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -524761.375000 Penalty: 2536.615234
	Iteration 38Q: 3 clusters Score -524761.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -524789.500000 Penalty: 2536.615234
	Iteration 39Q: 3 clusters Score -524789.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -524818.937500 Penalty: 2536.615234
	Iteration 40F: 3 clusters Score -524818.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -524845.062500 Penalty: 2536.615234
	Iteration 41Q: 3 clusters Score -524845.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -524867.687500 Penalty: 2536.615234
	Iteration 42Q: 3 clusters Score -524867.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -524899.437500 Penalty: 2536.615234
	Iteration 43Q: 3 clusters Score -524899.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -524933.000000 Penalty: 2536.615234
	Iteration 44Q: 3 clusters Score -524933 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -524967.812500 Penalty: 2536.615234
	Iteration 45Q: 3 clusters Score -524967.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -524999.750000 Penalty: 2536.615234
	Iteration 46Q: 3 clusters Score -524999.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -525025.062500 Penalty: 2536.615234
	Iteration 47Q: 3 clusters Score -525025.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -525063.437500 Penalty: 2536.615234
	Iteration 48Q: 3 clusters Score -525063.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -525102.187500 Penalty: 2536.615234
	Iteration 49Q: 3 clusters Score -525102.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -525142.437500 Penalty: 2536.615234
	Iteration 50Q: 3 clusters Score -525142.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -525173.750000 Penalty: 2536.615234
	Iteration 51Q: 3 clusters Score -525173.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -525208.187500 Penalty: 2536.615234
	Iteration 52Q: 3 clusters Score -525208.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -525240.312500 Penalty: 2536.615234
	Iteration 53Q: 3 clusters Score -525240.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -525265.312500 Penalty: 2536.615234
	Iteration 54Q: 3 clusters Score -525265.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -525287.687500 Penalty: 2536.615234
	Iteration 55Q: 3 clusters Score -525287.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -525299.687500 Penalty: 2536.615234
	Iteration 56Q: 3 clusters Score -525299.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -525307.062500 Penalty: 2536.615234
	Iteration 57Q: 3 clusters Score -525307.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -525316.750000 Penalty: 2536.615234
	Iteration 58Q: 3 clusters Score -525316.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -525325.937500 Penalty: 2536.615234
	Iteration 59Q: 3 clusters Score -525325.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -525333.500000 Penalty: 2536.615234
	Iteration 60F: 3 clusters Score -525333.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -525339.812500 Penalty: 2536.615234
	Iteration 61Q: 3 clusters Score -525339.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -525343.250000 Penalty: 2536.615234
	Iteration 62Q: 3 clusters Score -525343.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -525350.562500 Penalty: 2536.615234
	Iteration 63Q: 3 clusters Score -525350.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -525358.187500 Penalty: 2536.615234
	Iteration 64Q: 3 clusters Score -525358.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -525367.312500 Penalty: 2536.615234
	Iteration 65Q: 3 clusters Score -525367.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -525373.562500 Penalty: 2536.615234
	Iteration 66Q: 3 clusters Score -525373.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -525376.250000 Penalty: 2536.615234
	Iteration 67Q: 3 clusters Score -525376.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -525377.312500 Penalty: 2536.615234
	Iteration 68Q: 3 clusters Score -525377.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -525377.125000 Penalty: 2536.615234
	Iteration 69Q: 3 clusters Score -525377.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -525380.437500 Penalty: 2536.615234
	Iteration 70Q: 3 clusters Score -525380.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -525381.562500 Penalty: 2536.615234
	Iteration 71Q: 3 clusters Score -525381.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -525382.125000 Penalty: 2536.615234
	Iteration 72Q: 3 clusters Score -525382.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -525386.250000 Penalty: 2536.615234
	Iteration 73Q: 3 clusters Score -525386.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -525389.375000 Penalty: 2536.615234
	Iteration 74Q: 3 clusters Score -525389.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -525391.562500 Penalty: 2536.615234
	Iteration 75Q: 3 clusters Score -525391.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -525393.875000 Penalty: 2536.615234
	Iteration 76Q: 3 clusters Score -525393.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -525396.375000 Penalty: 2536.615234
	Iteration 77Q: 3 clusters Score -525396.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -525397.812500 Penalty: 2536.615234
	Iteration 78Q: 3 clusters Score -525397.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -525397.812500 Penalty: 2536.615234
	Iteration 79F: 3 clusters Score -525397.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Entering Unmasked Estep 
Score: -1215266.625000 Penalty: 1392.146851
	Iteration 0F: 2 clusters Score -1215267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1207541.500000 Penalty: 2784.293701
	Iteration 0F: 3 clusters Score -1207542 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1210075.875000 Penalty: 2784.293701
	Iteration 1F: 3 clusters Score -1210076 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1210371.875000 Penalty: 2784.293701
	Iteration 2F: 3 clusters Score -1210372 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1210574.125000 Penalty: 2784.293701
	Iteration 3Q: 3 clusters Score -1210574 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1210719.875000 Penalty: 2784.293701
	Iteration 4Q: 3 clusters Score -1210720 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1210852.750000 Penalty: 2784.293701
	Iteration 5Q: 3 clusters Score -1210853 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1210985.375000 Penalty: 2784.293701
	Iteration 6Q: 3 clusters Score -1210985 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1211123.875000 Penalty: 2784.293701
	Iteration 7Q: 3 clusters Score -1211124 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1211264.625000 Penalty: 2784.293701
	Iteration 8Q: 3 clusters Score -1211265 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1211446.000000 Penalty: 2784.293701
	Iteration 9Q: 3 clusters Score -1211446 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1211678.375000 Penalty: 2784.293701
	Iteration 10Q: 3 clusters Score -1211678 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1211922.750000 Penalty: 2784.293701
	Iteration 11Q: 3 clusters Score -1211923 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1212202.625000 Penalty: 2784.293701
	Iteration 12Q: 3 clusters Score -1212203 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1212514.875000 Penalty: 2784.293701
	Iteration 13Q: 3 clusters Score -1212515 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1212821.625000 Penalty: 2784.293701
	Iteration 14Q: 3 clusters Score -1212822 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1213100.250000 Penalty: 2784.293701
	Iteration 15Q: 3 clusters Score -1213100 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1213342.375000 Penalty: 2784.293701
	Iteration 16Q: 3 clusters Score -1213342 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1213516.750000 Penalty: 2784.293701
	Iteration 17Q: 3 clusters Score -1213517 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1213633.000000 Penalty: 2784.293701
	Iteration 18Q: 3 clusters Score -1213633 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1213716.250000 Penalty: 2784.293701
	Iteration 19Q: 3 clusters Score -1213716 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1213775.875000 Penalty: 2784.293701
	Iteration 20F: 3 clusters Score -1213776 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1213834.500000 Penalty: 2784.293701
	Iteration 21Q: 3 clusters Score -1213834 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1213890.625000 Penalty: 2784.293701
	Iteration 22Q: 3 clusters Score -1213891 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1213942.375000 Penalty: 2784.293701
	Iteration 23Q: 3 clusters Score -1213942 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1213979.375000 Penalty: 2784.293701
	Iteration 24Q: 3 clusters Score -1213979 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1214029.750000 Penalty: 2784.293701
	Iteration 25Q: 3 clusters Score -1214030 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -1214068.125000 Penalty: 2784.293701
	Iteration 26Q: 3 clusters Score -1214068 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1214093.375000 Penalty: 2784.293701
	Iteration 27Q: 3 clusters Score -1214093 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1214114.250000 Penalty: 2784.293701
	Iteration 28Q: 3 clusters Score -1214114 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1214129.875000 Penalty: 2784.293701
	Iteration 29Q: 3 clusters Score -1214130 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1214144.375000 Penalty: 2784.293701
	Iteration 30Q: 3 clusters Score -1214144 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1214161.500000 Penalty: 2784.293701
	Iteration 31Q: 3 clusters Score -1214162 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1214174.750000 Penalty: 2784.293701
	Iteration 32Q: 3 clusters Score -1214175 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -1214186.750000 Penalty: 2784.293701
	Iteration 33Q: 3 clusters Score -1214187 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1214195.375000 Penalty: 2784.293701
	Iteration 34Q: 3 clusters Score -1214195 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1214200.250000 Penalty: 2784.293701
	Iteration 35Q: 3 clusters Score -1214200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1214210.000000 Penalty: 2784.293701
	Iteration 36Q: 3 clusters Score -1214210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1214215.875000 Penalty: 2784.293701
	Iteration 37Q: 3 clusters Score -1214216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -1214216.875000 Penalty: 2784.293701
	Iteration 38Q: 3 clusters Score -1214217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1214225.250000 Penalty: 2784.293701
	Iteration 39Q: 3 clusters Score -1214225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1214232.250000 Penalty: 2784.293701
	Iteration 40F: 3 clusters Score -1214232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -1214239.125000 Penalty: 2784.293701
	Iteration 41Q: 3 clusters Score -1214239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1214243.875000 Penalty: 2784.293701
	Iteration 42Q: 3 clusters Score -1214244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1214251.250000 Penalty: 2784.293701
	Iteration 43Q: 3 clusters Score -1214251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1214253.625000 Penalty: 2784.293701
	Iteration 44Q: 3 clusters Score -1214254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1214256.000000 Penalty: 2784.293701
	Iteration 45Q: 3 clusters Score -1214256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1214262.125000 Penalty: 2784.293701
	Iteration 46Q: 3 clusters Score -1214262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1214264.125000 Penalty: 2784.293701
	Iteration 47Q: 3 clusters Score -1214264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -1214263.000000 Penalty: 2784.293701
	Iteration 48Q: 3 clusters Score -1214263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1214267.000000 Penalty: 2784.293701
	Iteration 49Q: 3 clusters Score -1214267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1214267.875000 Penalty: 2784.293701
	Iteration 50Q: 3 clusters Score -1214268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1214275.000000 Penalty: 2784.293701
	Iteration 51Q: 3 clusters Score -1214275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1214278.625000 Penalty: 2784.293701
	Iteration 52Q: 3 clusters Score -1214279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1214280.250000 Penalty: 2784.293701
	Iteration 53Q: 3 clusters Score -1214280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1214283.250000 Penalty: 2784.293701
	Iteration 54Q: 3 clusters Score -1214283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1214284.750000 Penalty: 2784.293701
	Iteration 55Q: 3 clusters Score -1214285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1214286.625000 Penalty: 2784.293701
	Iteration 56Q: 3 clusters Score -1214287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -1214288.875000 Penalty: 2784.293701
	Iteration 57Q: 3 clusters Score -1214289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -1214288.250000 Penalty: 2784.293701
	Iteration 58Q: 3 clusters Score -1214288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1214292.000000 Penalty: 2784.293701
	Iteration 59Q: 3 clusters Score -1214292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -1214292.250000 Penalty: 2784.293701
	Iteration 60F: 3 clusters Score -1214292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (49185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49185 members 
Entering Unmasked Estep 
Score: -4917806.000000 Penalty: 1607.537598
	Iteration 0F: 2 clusters Score -4917806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 24669 members 
Entering Unmasked Estep 
Score: -4885876.000000 Penalty: 3215.075195
	Iteration 0F: 3 clusters Score -4885876 nChanged 22660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 25361 members 
Entering Unmasked Estep 
Score: -4898595.500000 Penalty: 3215.075195
	Iteration 1F: 3 clusters Score -4898596 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23339 members 
Mstep: Class 2 contains 25846 members 
Entering Unmasked Estep 
Score: -4899323.000000 Penalty: 3215.075195
	Iteration 2Q: 3 clusters Score -4899323 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 26537 members 
Entering Unmasked Estep 
Score: -4900127.500000 Penalty: 3215.075195
	Iteration 3Q: 3 clusters Score -4900128 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 27565 members 
Entering Unmasked Estep 
Score: -4901052.000000 Penalty: 3215.075195
	Iteration 4Q: 3 clusters Score -4901052 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -4902372.500000 Penalty: 3215.075195
	Iteration 5F: 3 clusters Score -4902372 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 30423 members 
Entering Unmasked Estep 
Score: -4903961.500000 Penalty: 3215.075195
	Iteration 6F: 3 clusters Score -4903962 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 32135 members 
Entering Unmasked Estep 
Score: -4905888.500000 Penalty: 3215.075195
	Iteration 7F: 3 clusters Score -4905888 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 33885 members 
Entering Unmasked Estep 
Score: -4907896.500000 Penalty: 3215.075195
	Iteration 8F: 3 clusters Score -4907896 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 35431 members 
Entering Unmasked Estep 
Score: -4909854.500000 Penalty: 3215.075195
	Iteration 9F: 3 clusters Score -4909854 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 36658 members 
Entering Unmasked Estep 
Score: -4911541.500000 Penalty: 3215.075195
	Iteration 10Q: 3 clusters Score -4911542 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 37538 members 
Entering Unmasked Estep 
Score: -4912745.500000 Penalty: 3215.075195
	Iteration 11Q: 3 clusters Score -4912746 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 38166 members 
Entering Unmasked Estep 
Score: -4913588.500000 Penalty: 3215.075195
	Iteration 12Q: 3 clusters Score -4913588 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 38625 members 
Entering Unmasked Estep 
Score: -4914072.000000 Penalty: 3215.075195
	Iteration 13Q: 3 clusters Score -4914072 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 38977 members 
Entering Unmasked Estep 
Score: -4914451.500000 Penalty: 3215.075195
	Iteration 14Q: 3 clusters Score -4914452 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 39332 members 
Entering Unmasked Estep 
Score: -4914792.500000 Penalty: 3215.075195
	Iteration 15Q: 3 clusters Score -4914792 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 39645 members 
Entering Unmasked Estep 
Score: -4915006.500000 Penalty: 3215.075195
	Iteration 16Q: 3 clusters Score -4915006 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 39926 members 
Entering Unmasked Estep 
Score: -4915173.000000 Penalty: 3215.075195
	Iteration 17Q: 3 clusters Score -4915173 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 40186 members 
Entering Unmasked Estep 
Score: -4915319.500000 Penalty: 3215.075195
	Iteration 18Q: 3 clusters Score -4915320 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 40384 members 
Entering Unmasked Estep 
Score: -4915437.000000 Penalty: 3215.075195
	Iteration 19Q: 3 clusters Score -4915437 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 40585 members 
Entering Unmasked Estep 
Score: -4915536.500000 Penalty: 3215.075195
	Iteration 20F: 3 clusters Score -4915536 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 40770 members 
Entering Unmasked Estep 
Score: -4915608.500000 Penalty: 3215.075195
	Iteration 21Q: 3 clusters Score -4915608 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 40952 members 
Entering Unmasked Estep 
Score: -4915649.500000 Penalty: 3215.075195
	Iteration 22Q: 3 clusters Score -4915650 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 41133 members 
Entering Unmasked Estep 
Score: -4915708.000000 Penalty: 3215.075195
	Iteration 23Q: 3 clusters Score -4915708 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 41294 members 
Entering Unmasked Estep 
Score: -4915758.000000 Penalty: 3215.075195
	Iteration 24Q: 3 clusters Score -4915758 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 41457 members 
Entering Unmasked Estep 
Score: -4915796.500000 Penalty: 3215.075195
	Iteration 25Q: 3 clusters Score -4915796 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 41613 members 
Entering Unmasked Estep 
Score: -4915840.000000 Penalty: 3215.075195
	Iteration 26Q: 3 clusters Score -4915840 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 41735 members 
Entering Unmasked Estep 
Score: -4915879.000000 Penalty: 3215.075195
	Iteration 27Q: 3 clusters Score -4915879 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 41863 members 
Entering Unmasked Estep 
Score: -4915929.000000 Penalty: 3215.075195
	Iteration 28Q: 3 clusters Score -4915929 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 42002 members 
Entering Unmasked Estep 
Score: -4915979.500000 Penalty: 3215.075195
	Iteration 29Q: 3 clusters Score -4915980 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 42146 members 
Entering Unmasked Estep 
Score: -4916012.000000 Penalty: 3215.075195
	Iteration 30Q: 3 clusters Score -4916012 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 42275 members 
Entering Unmasked Estep 
Score: -4916026.500000 Penalty: 3215.075195
	Iteration 31Q: 3 clusters Score -4916026 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 42402 members 
Entering Unmasked Estep 
Score: -4916056.500000 Penalty: 3215.075195
	Iteration 32Q: 3 clusters Score -4916056 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 42528 members 
Entering Unmasked Estep 
Score: -4916100.000000 Penalty: 3215.075195
	Iteration 33Q: 3 clusters Score -4916100 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 42650 members 
Entering Unmasked Estep 
Score: -4916117.500000 Penalty: 3215.075195
	Iteration 34Q: 3 clusters Score -4916118 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 42749 members 
Entering Unmasked Estep 
Score: -4916139.500000 Penalty: 3215.075195
	Iteration 35Q: 3 clusters Score -4916140 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 42826 members 
Entering Unmasked Estep 
Score: -4916138.000000 Penalty: 3215.075195
	Iteration 36Q: 3 clusters Score -4916138 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 42892 members 
Entering Unmasked Estep 
Score: -4916160.000000 Penalty: 3215.075195
	Iteration 37Q: 3 clusters Score -4916160 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 42968 members 
Entering Unmasked Estep 
Score: -4916175.000000 Penalty: 3215.075195
	Iteration 38Q: 3 clusters Score -4916175 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 43057 members 
Entering Unmasked Estep 
Score: -4916192.000000 Penalty: 3215.075195
	Iteration 39Q: 3 clusters Score -4916192 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 43150 members 
Entering Unmasked Estep 
Score: -4916187.000000 Penalty: 3215.075195
	Iteration 40F: 3 clusters Score -4916187 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 43236 members 
Entering Unmasked Estep 
Score: -4916201.500000 Penalty: 3215.075195
	Iteration 41Q: 3 clusters Score -4916202 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 43311 members 
Entering Unmasked Estep 
Score: -4916230.500000 Penalty: 3215.075195
	Iteration 42Q: 3 clusters Score -4916230 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 43389 members 
Entering Unmasked Estep 
Score: -4916252.500000 Penalty: 3215.075195
	Iteration 43Q: 3 clusters Score -4916252 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 43464 members 
Entering Unmasked Estep 
Score: -4916262.000000 Penalty: 3215.075195
	Iteration 44Q: 3 clusters Score -4916262 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 43543 members 
Entering Unmasked Estep 
Score: -4916284.500000 Penalty: 3215.075195
	Iteration 45Q: 3 clusters Score -4916284 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 43639 members 
Entering Unmasked Estep 
Score: -4916308.000000 Penalty: 3215.075195
	Iteration 46Q: 3 clusters Score -4916308 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 43752 members 
Entering Unmasked Estep 
Score: -4916341.000000 Penalty: 3215.075195
	Iteration 47Q: 3 clusters Score -4916341 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 43858 members 
Entering Unmasked Estep 
Score: -4916354.000000 Penalty: 3215.075195
	Iteration 48Q: 3 clusters Score -4916354 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 43959 members 
Entering Unmasked Estep 
Score: -4916374.000000 Penalty: 3215.075195
	Iteration 49Q: 3 clusters Score -4916374 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 44067 members 
Entering Unmasked Estep 
Score: -4916410.500000 Penalty: 3215.075195
	Iteration 50Q: 3 clusters Score -4916410 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 44179 members 
Entering Unmasked Estep 
Score: -4916456.500000 Penalty: 3215.075195
	Iteration 51Q: 3 clusters Score -4916456 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 44294 members 
Entering Unmasked Estep 
Score: -4916470.500000 Penalty: 3215.075195
	Iteration 52Q: 3 clusters Score -4916470 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 44402 members 
Entering Unmasked Estep 
Score: -4916530.000000 Penalty: 3215.075195
	Iteration 53Q: 3 clusters Score -4916530 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 44510 members 
Entering Unmasked Estep 
Score: -4916535.000000 Penalty: 3215.075195
	Iteration 54Q: 3 clusters Score -4916535 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 44628 members 
Entering Unmasked Estep 
Score: -4916579.000000 Penalty: 3215.075195
	Iteration 55Q: 3 clusters Score -4916579 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 44744 members 
Entering Unmasked Estep 
Score: -4916598.000000 Penalty: 3215.075195
	Iteration 56Q: 3 clusters Score -4916598 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 44837 members 
Entering Unmasked Estep 
Score: -4916613.000000 Penalty: 3215.075195
	Iteration 57Q: 3 clusters Score -4916613 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 44928 members 
Entering Unmasked Estep 
Score: -4916657.500000 Penalty: 3215.075195
	Iteration 58Q: 3 clusters Score -4916658 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 45021 members 
Entering Unmasked Estep 
Score: -4916690.000000 Penalty: 3215.075195
	Iteration 59Q: 3 clusters Score -4916690 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 45107 members 
Entering Unmasked Estep 
Score: -4916733.000000 Penalty: 3215.075195
	Iteration 60F: 3 clusters Score -4916733 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 45181 members 
Entering Unmasked Estep 
Score: -4916745.500000 Penalty: 3215.075195
	Iteration 61Q: 3 clusters Score -4916746 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 45271 members 
Entering Unmasked Estep 
Score: -4916766.000000 Penalty: 3215.075195
	Iteration 62Q: 3 clusters Score -4916766 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 45351 members 
Entering Unmasked Estep 
Score: -4916801.500000 Penalty: 3215.075195
	Iteration 63Q: 3 clusters Score -4916802 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 45422 members 
Entering Unmasked Estep 
Score: -4916824.000000 Penalty: 3215.075195
	Iteration 64Q: 3 clusters Score -4916824 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 45502 members 
Entering Unmasked Estep 
Score: -4916855.500000 Penalty: 3215.075195
	Iteration 65Q: 3 clusters Score -4916856 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 45571 members 
Entering Unmasked Estep 
Score: -4916881.000000 Penalty: 3215.075195
	Iteration 66Q: 3 clusters Score -4916881 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 45631 members 
Entering Unmasked Estep 
Score: -4916890.000000 Penalty: 3215.075195
	Iteration 67Q: 3 clusters Score -4916890 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 45674 members 
Entering Unmasked Estep 
Score: -4916920.000000 Penalty: 3215.075195
	Iteration 68Q: 3 clusters Score -4916920 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 45713 members 
Entering Unmasked Estep 
Score: -4916937.500000 Penalty: 3215.075195
	Iteration 69Q: 3 clusters Score -4916938 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 45744 members 
Entering Unmasked Estep 
Score: -4916953.000000 Penalty: 3215.075195
	Iteration 70Q: 3 clusters Score -4916953 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 45779 members 
Entering Unmasked Estep 
Score: -4916972.500000 Penalty: 3215.075195
	Iteration 71Q: 3 clusters Score -4916972 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 45807 members 
Entering Unmasked Estep 
Score: -4917000.000000 Penalty: 3215.075195
	Iteration 72Q: 3 clusters Score -4917000 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 45820 members 
Entering Unmasked Estep 
Score: -4916992.000000 Penalty: 3215.075195
	Iteration 73Q: 3 clusters Score -4916992 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 45834 members 
Entering Unmasked Estep 
Score: -4917007.000000 Penalty: 3215.075195
	Iteration 74Q: 3 clusters Score -4917007 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 45851 members 
Entering Unmasked Estep 
Score: -4917032.500000 Penalty: 3215.075195
	Iteration 75Q: 3 clusters Score -4917032 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 45862 members 
Entering Unmasked Estep 
Score: -4917045.000000 Penalty: 3215.075195
	Iteration 76Q: 3 clusters Score -4917045 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 45872 members 
Entering Unmasked Estep 
Score: -4917048.500000 Penalty: 3215.075195
	Iteration 77Q: 3 clusters Score -4917048 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 45885 members 
Entering Unmasked Estep 
Score: -4917048.000000 Penalty: 3215.075195
	Iteration 78Q: 3 clusters Score -4917048 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 45902 members 
Entering Unmasked Estep 
Score: -4917052.500000 Penalty: 3215.075195
	Iteration 79Q: 3 clusters Score -4917052 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 45918 members 
Entering Unmasked Estep 
Score: -4917045.000000 Penalty: 3215.075195
	Iteration 80F: 3 clusters Score -4917045 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 45930 members 
Entering Unmasked Estep 
Score: -4917057.000000 Penalty: 3215.075195
	Iteration 81Q: 3 clusters Score -4917057 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 45937 members 
Entering Unmasked Estep 
Score: -4917060.500000 Penalty: 3215.075195
	Iteration 82Q: 3 clusters Score -4917060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 45948 members 
Entering Unmasked Estep 
Score: -4917059.500000 Penalty: 3215.075195
	Iteration 83Q: 3 clusters Score -4917060 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 45951 members 
Entering Unmasked Estep 
Score: -4917061.000000 Penalty: 3215.075195
	Iteration 84Q: 3 clusters Score -4917061 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 45960 members 
Entering Unmasked Estep 
Score: -4917064.000000 Penalty: 3215.075195
	Iteration 85Q: 3 clusters Score -4917064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 45969 members 
Entering Unmasked Estep 
Score: -4917055.000000 Penalty: 3215.075195
	Iteration 86Q: 3 clusters Score -4917055 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 45974 members 
Entering Unmasked Estep 
Score: -4917072.500000 Penalty: 3215.075195
	Iteration 87Q: 3 clusters Score -4917072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 45983 members 
Entering Unmasked Estep 
Score: -4917075.000000 Penalty: 3215.075195
	Iteration 88Q: 3 clusters Score -4917075 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 45995 members 
Entering Unmasked Estep 
Score: -4917070.500000 Penalty: 3215.075195
	Iteration 89Q: 3 clusters Score -4917070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 46001 members 
Entering Unmasked Estep 
Score: -4917066.500000 Penalty: 3215.075195
	Iteration 90Q: 3 clusters Score -4917066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 46006 members 
Entering Unmasked Estep 
Score: -4917064.000000 Penalty: 3215.075195
	Iteration 91Q: 3 clusters Score -4917064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 46009 members 
Entering Unmasked Estep 
Score: -4917069.000000 Penalty: 3215.075195
	Iteration 92Q: 3 clusters Score -4917069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 46013 members 
Entering Unmasked Estep 
Score: -4917064.500000 Penalty: 3215.075195
	Iteration 93Q: 3 clusters Score -4917064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 46014 members 
Entering Unmasked Estep 
Score: -4917066.000000 Penalty: 3215.075195
	Iteration 94Q: 3 clusters Score -4917066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 46014 members 
Entering Unmasked Estep 
Score: -4917064.000000 Penalty: 3215.075195
	Iteration 95Q: 3 clusters Score -4917064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 46014 members 
Entering Unmasked Estep 
Score: -4917074.000000 Penalty: 3215.075195
	Iteration 96Q: 3 clusters Score -4917074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 46016 members 
Entering Unmasked Estep 
Score: -4917072.000000 Penalty: 3215.075195
	Iteration 97Q: 3 clusters Score -4917072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 46013 members 
Entering Unmasked Estep 
Score: -4917068.500000 Penalty: 3215.075195
	Iteration 98Q: 3 clusters Score -4917068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 46010 members 
Entering Unmasked Estep 
Score: -4917072.500000 Penalty: 3215.075195
	Iteration 99Q: 3 clusters Score -4917072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 46010 members 
Entering Unmasked Estep 
Score: -4917081.000000 Penalty: 3215.075195
	Iteration 100F: 3 clusters Score -4917081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 46008 members 
Entering Unmasked Estep 
Score: -4917080.500000 Penalty: 3215.075195
	Iteration 101Q: 3 clusters Score -4917080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 46008 members 
Entering Unmasked Estep 
Score: -4917075.000000 Penalty: 3215.075195
	Iteration 102Q: 3 clusters Score -4917075 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 46012 members 
Entering Unmasked Estep 
Score: -4917073.000000 Penalty: 3215.075195
	Iteration 103Q: 3 clusters Score -4917073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 46018 members 
Entering Unmasked Estep 
Score: -4917060.500000 Penalty: 3215.075195
	Iteration 104Q: 3 clusters Score -4917060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 46024 members 
Entering Unmasked Estep 
Score: -4917071.000000 Penalty: 3215.075195
	Iteration 105Q: 3 clusters Score -4917071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 46023 members 
Entering Unmasked Estep 
Score: -4917074.000000 Penalty: 3215.075195
	Iteration 106Q: 3 clusters Score -4917074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 46024 members 
Entering Unmasked Estep 
Score: -4917072.500000 Penalty: 3215.075195
	Iteration 107Q: 3 clusters Score -4917072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 46027 members 
Entering Unmasked Estep 
Score: -4917070.500000 Penalty: 3215.075195
	Iteration 108Q: 3 clusters Score -4917070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 46027 members 
Entering Unmasked Estep 
Score: -4917070.000000 Penalty: 3215.075195
	Iteration 109Q: 3 clusters Score -4917070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 46028 members 
Entering Unmasked Estep 
Score: -4917069.000000 Penalty: 3215.075195
	Iteration 110Q: 3 clusters Score -4917069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 46030 members 
Entering Unmasked Estep 
Score: -4917077.000000 Penalty: 3215.075195
	Iteration 111Q: 3 clusters Score -4917077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 46031 members 
Entering Unmasked Estep 
Score: -4917079.000000 Penalty: 3215.075195
	Iteration 112Q: 3 clusters Score -4917079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 46032 members 
Entering Unmasked Estep 
Score: -4917075.500000 Penalty: 3215.075195
	Iteration 113Q: 3 clusters Score -4917076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 46032 members 
Entering Unmasked Estep 
Score: -4917077.000000 Penalty: 3215.075195
	Iteration 114Q: 3 clusters Score -4917077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 46032 members 
Entering Unmasked Estep 
Score: -4917080.500000 Penalty: 3215.075195
	Iteration 115Q: 3 clusters Score -4917080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 46033 members 
Entering Unmasked Estep 
Score: -4917074.000000 Penalty: 3215.075195
	Iteration 116Q: 3 clusters Score -4917074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 46034 members 
Entering Unmasked Estep 
Score: -4917081.000000 Penalty: 3215.075195
	Iteration 117Q: 3 clusters Score -4917081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 46036 members 
Entering Unmasked Estep 
Score: -4917088.500000 Penalty: 3215.075195
	Iteration 118Q: 3 clusters Score -4917088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 46038 members 
Entering Unmasked Estep 
Score: -4917083.500000 Penalty: 3215.075195
	Iteration 119Q: 3 clusters Score -4917084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 46040 members 
Entering Unmasked Estep 
Score: -4917081.500000 Penalty: 3215.075195
	Iteration 120F: 3 clusters Score -4917082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 46040 members 
Entering Unmasked Estep 
Score: -4917081.000000 Penalty: 3215.075195
	Iteration 121Q: 3 clusters Score -4917081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 46042 members 
Entering Unmasked Estep 
Score: -4917085.500000 Penalty: 3215.075195
	Iteration 122Q: 3 clusters Score -4917086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 46042 members 
Entering Unmasked Estep 
Score: -4917085.500000 Penalty: 3215.075195
	Iteration 123F: 3 clusters Score -4917086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (39882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39882 members 
Entering Unmasked Estep 
Score: -4134618.250000 Penalty: 1576.339722
	Iteration 0F: 2 clusters Score -4134618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -4108674.250000 Penalty: 3152.679443
	Iteration 0F: 3 clusters Score -4108674 nChanged 18159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -4118838.250000 Penalty: 3152.679443
	Iteration 1F: 3 clusters Score -4118838 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -4119609.000000 Penalty: 3152.679443
	Iteration 2Q: 3 clusters Score -4119609 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -4120454.500000 Penalty: 3152.679443
	Iteration 3F: 3 clusters Score -4120454 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -4121440.000000 Penalty: 3152.679443
	Iteration 4F: 3 clusters Score -4121440 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -4122704.750000 Penalty: 3152.679443
	Iteration 5F: 3 clusters Score -4122705 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -4124072.500000 Penalty: 3152.679443
	Iteration 6F: 3 clusters Score -4124072 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -4125647.750000 Penalty: 3152.679443
	Iteration 7F: 3 clusters Score -4125648 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -4126989.000000 Penalty: 3152.679443
	Iteration 8F: 3 clusters Score -4126989 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -4127986.000000 Penalty: 3152.679443
	Iteration 9Q: 3 clusters Score -4127986 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -4128720.750000 Penalty: 3152.679443
	Iteration 10Q: 3 clusters Score -4128721 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -4129265.750000 Penalty: 3152.679443
	Iteration 11Q: 3 clusters Score -4129266 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -4129695.250000 Penalty: 3152.679443
	Iteration 12Q: 3 clusters Score -4129695 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -4130035.250000 Penalty: 3152.679443
	Iteration 13Q: 3 clusters Score -4130035 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 25203 members 
Entering Unmasked Estep 
Score: -4130348.750000 Penalty: 3152.679443
	Iteration 14Q: 3 clusters Score -4130349 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 26050 members 
Entering Unmasked Estep 
Score: -4130635.000000 Penalty: 3152.679443
	Iteration 15Q: 3 clusters Score -4130635 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 26924 members 
Entering Unmasked Estep 
Score: -4130904.250000 Penalty: 3152.679443
	Iteration 16Q: 3 clusters Score -4130904 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 27835 members 
Entering Unmasked Estep 
Score: -4131233.250000 Penalty: 3152.679443
	Iteration 17Q: 3 clusters Score -4131233 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 28745 members 
Entering Unmasked Estep 
Score: -4131559.000000 Penalty: 3152.679443
	Iteration 18Q: 3 clusters Score -4131559 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 29621 members 
Entering Unmasked Estep 
Score: -4131862.250000 Penalty: 3152.679443
	Iteration 19Q: 3 clusters Score -4131862 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 30502 members 
Entering Unmasked Estep 
Score: -4132174.000000 Penalty: 3152.679443
	Iteration 20F: 3 clusters Score -4132174 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 31314 members 
Entering Unmasked Estep 
Score: -4132477.000000 Penalty: 3152.679443
	Iteration 21Q: 3 clusters Score -4132477 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 32105 members 
Entering Unmasked Estep 
Score: -4132759.000000 Penalty: 3152.679443
	Iteration 22Q: 3 clusters Score -4132759 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 32884 members 
Entering Unmasked Estep 
Score: -4133068.250000 Penalty: 3152.679443
	Iteration 23Q: 3 clusters Score -4133068 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 33591 members 
Entering Unmasked Estep 
Score: -4133325.750000 Penalty: 3152.679443
	Iteration 24Q: 3 clusters Score -4133326 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 34212 members 
Entering Unmasked Estep 
Score: -4133547.500000 Penalty: 3152.679443
	Iteration 25Q: 3 clusters Score -4133548 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 34725 members 
Entering Unmasked Estep 
Score: -4133707.000000 Penalty: 3152.679443
	Iteration 26Q: 3 clusters Score -4133707 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 35141 members 
Entering Unmasked Estep 
Score: -4133852.750000 Penalty: 3152.679443
	Iteration 27Q: 3 clusters Score -4133853 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 35498 members 
Entering Unmasked Estep 
Score: -4133960.500000 Penalty: 3152.679443
	Iteration 28Q: 3 clusters Score -4133960 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 35807 members 
Entering Unmasked Estep 
Score: -4134045.000000 Penalty: 3152.679443
	Iteration 29Q: 3 clusters Score -4134045 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 36061 members 
Entering Unmasked Estep 
Score: -4134140.250000 Penalty: 3152.679443
	Iteration 30Q: 3 clusters Score -4134140 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 36296 members 
Entering Unmasked Estep 
Score: -4134234.000000 Penalty: 3152.679443
	Iteration 31Q: 3 clusters Score -4134234 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 36482 members 
Entering Unmasked Estep 
Score: -4134292.000000 Penalty: 3152.679443
	Iteration 32Q: 3 clusters Score -4134292 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 36625 members 
Entering Unmasked Estep 
Score: -4134337.250000 Penalty: 3152.679443
	Iteration 33Q: 3 clusters Score -4134337 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 36738 members 
Entering Unmasked Estep 
Score: -4134365.000000 Penalty: 3152.679443
	Iteration 34Q: 3 clusters Score -4134365 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 36821 members 
Entering Unmasked Estep 
Score: -4134383.000000 Penalty: 3152.679443
	Iteration 35Q: 3 clusters Score -4134383 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 36884 members 
Entering Unmasked Estep 
Score: -4134410.250000 Penalty: 3152.679443
	Iteration 36Q: 3 clusters Score -4134410 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 36947 members 
Entering Unmasked Estep 
Score: -4134419.500000 Penalty: 3152.679443
	Iteration 37Q: 3 clusters Score -4134420 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 37005 members 
Entering Unmasked Estep 
Score: -4134442.250000 Penalty: 3152.679443
	Iteration 38Q: 3 clusters Score -4134442 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 37056 members 
Entering Unmasked Estep 
Score: -4134450.500000 Penalty: 3152.679443
	Iteration 39Q: 3 clusters Score -4134450 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 37090 members 
Entering Unmasked Estep 
Score: -4134458.750000 Penalty: 3152.679443
	Iteration 40F: 3 clusters Score -4134459 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 37119 members 
Entering Unmasked Estep 
Score: -4134462.500000 Penalty: 3152.679443
	Iteration 41Q: 3 clusters Score -4134462 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 37135 members 
Entering Unmasked Estep 
Score: -4134463.500000 Penalty: 3152.679443
	Iteration 42Q: 3 clusters Score -4134464 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 37152 members 
Entering Unmasked Estep 
Score: -4134463.000000 Penalty: 3152.679443
	Iteration 43Q: 3 clusters Score -4134463 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 37163 members 
Entering Unmasked Estep 
Score: -4134465.500000 Penalty: 3152.679443
	Iteration 44Q: 3 clusters Score -4134466 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 37176 members 
Entering Unmasked Estep 
Score: -4134458.750000 Penalty: 3152.679443
	Iteration 45Q: 3 clusters Score -4134459 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 37186 members 
Entering Unmasked Estep 
Score: -4134464.250000 Penalty: 3152.679443
	Iteration 46Q: 3 clusters Score -4134464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 37195 members 
Entering Unmasked Estep 
Score: -4134464.250000 Penalty: 3152.679443
	Iteration 47Q: 3 clusters Score -4134464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 37205 members 
Entering Unmasked Estep 
Score: -4134471.750000 Penalty: 3152.679443
	Iteration 48Q: 3 clusters Score -4134472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 37219 members 
Entering Unmasked Estep 
Score: -4134467.500000 Penalty: 3152.679443
	Iteration 49Q: 3 clusters Score -4134468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 37230 members 
Entering Unmasked Estep 
Score: -4134468.750000 Penalty: 3152.679443
	Iteration 50Q: 3 clusters Score -4134469 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 37241 members 
Entering Unmasked Estep 
Score: -4134467.500000 Penalty: 3152.679443
	Iteration 51Q: 3 clusters Score -4134468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 37249 members 
Entering Unmasked Estep 
Score: -4134472.250000 Penalty: 3152.679443
	Iteration 52Q: 3 clusters Score -4134472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 37261 members 
Entering Unmasked Estep 
Score: -4134470.750000 Penalty: 3152.679443
	Iteration 53Q: 3 clusters Score -4134471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 37268 members 
Entering Unmasked Estep 
Score: -4134474.250000 Penalty: 3152.679443
	Iteration 54Q: 3 clusters Score -4134474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 37276 members 
Entering Unmasked Estep 
Score: -4134482.500000 Penalty: 3152.679443
	Iteration 55Q: 3 clusters Score -4134482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 37284 members 
Entering Unmasked Estep 
Score: -4134479.500000 Penalty: 3152.679443
	Iteration 56Q: 3 clusters Score -4134480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 37289 members 
Entering Unmasked Estep 
Score: -4134479.750000 Penalty: 3152.679443
	Iteration 57Q: 3 clusters Score -4134480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 37293 members 
Entering Unmasked Estep 
Score: -4134483.000000 Penalty: 3152.679443
	Iteration 58Q: 3 clusters Score -4134483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 37299 members 
Entering Unmasked Estep 
Score: -4134481.750000 Penalty: 3152.679443
	Iteration 59Q: 3 clusters Score -4134482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 37305 members 
Entering Unmasked Estep 
Score: -4134482.750000 Penalty: 3152.679443
	Iteration 60F: 3 clusters Score -4134483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 37304 members 
Entering Unmasked Estep 
Score: -4134483.500000 Penalty: 3152.679443
	Iteration 61Q: 3 clusters Score -4134484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 37309 members 
Entering Unmasked Estep 
Score: -4134486.500000 Penalty: 3152.679443
	Iteration 62Q: 3 clusters Score -4134486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 37311 members 
Entering Unmasked Estep 
Score: -4134490.750000 Penalty: 3152.679443
	Iteration 63Q: 3 clusters Score -4134491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 37317 members 
Entering Unmasked Estep 
Score: -4134489.750000 Penalty: 3152.679443
	Iteration 64Q: 3 clusters Score -4134490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 37323 members 
Entering Unmasked Estep 
Score: -4134487.250000 Penalty: 3152.679443
	Iteration 65Q: 3 clusters Score -4134487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 37326 members 
Entering Unmasked Estep 
Score: -4134489.250000 Penalty: 3152.679443
	Iteration 66Q: 3 clusters Score -4134489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 37327 members 
Entering Unmasked Estep 
Score: -4134487.750000 Penalty: 3152.679443
	Iteration 67Q: 3 clusters Score -4134488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 37328 members 
Entering Unmasked Estep 
Score: -4134486.000000 Penalty: 3152.679443
	Iteration 68Q: 3 clusters Score -4134486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 37328 members 
Entering Unmasked Estep 
Score: -4134486.000000 Penalty: 3152.679443
	Iteration 69F: 3 clusters Score -4134486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (29363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29363 members 
Entering Unmasked Estep 
Score: -2792333.250000 Penalty: 1530.778687
	Iteration 0F: 2 clusters Score -2792333 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -2773111.000000 Penalty: 3061.557373
	Iteration 0F: 3 clusters Score -2773111 nChanged 13233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -2780559.250000 Penalty: 3061.557373
	Iteration 1F: 3 clusters Score -2780559 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -2781171.250000 Penalty: 3061.557373
	Iteration 2F: 3 clusters Score -2781171 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -2781813.250000 Penalty: 3061.557373
	Iteration 3F: 3 clusters Score -2781813 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -2782488.750000 Penalty: 3061.557373
	Iteration 4Q: 3 clusters Score -2782489 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -2783128.500000 Penalty: 3061.557373
	Iteration 5Q: 3 clusters Score -2783128 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -2783761.500000 Penalty: 3061.557373
	Iteration 6Q: 3 clusters Score -2783762 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -2784413.500000 Penalty: 3061.557373
	Iteration 7Q: 3 clusters Score -2784414 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -2785057.500000 Penalty: 3061.557373
	Iteration 8Q: 3 clusters Score -2785058 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -2785705.500000 Penalty: 3061.557373
	Iteration 9Q: 3 clusters Score -2785706 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -2786325.250000 Penalty: 3061.557373
	Iteration 10Q: 3 clusters Score -2786325 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -2786862.250000 Penalty: 3061.557373
	Iteration 11Q: 3 clusters Score -2786862 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -2787253.750000 Penalty: 3061.557373
	Iteration 12Q: 3 clusters Score -2787254 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -2787494.000000 Penalty: 3061.557373
	Iteration 13Q: 3 clusters Score -2787494 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -2787702.500000 Penalty: 3061.557373
	Iteration 14Q: 3 clusters Score -2787702 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -2787887.000000 Penalty: 3061.557373
	Iteration 15Q: 3 clusters Score -2787887 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -2788058.500000 Penalty: 3061.557373
	Iteration 16Q: 3 clusters Score -2788058 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -2788224.500000 Penalty: 3061.557373
	Iteration 17Q: 3 clusters Score -2788224 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -2788411.750000 Penalty: 3061.557373
	Iteration 18Q: 3 clusters Score -2788412 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -2788601.750000 Penalty: 3061.557373
	Iteration 19Q: 3 clusters Score -2788602 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -2788775.000000 Penalty: 3061.557373
	Iteration 20F: 3 clusters Score -2788775 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -2788959.500000 Penalty: 3061.557373
	Iteration 21Q: 3 clusters Score -2788960 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -2789136.000000 Penalty: 3061.557373
	Iteration 22Q: 3 clusters Score -2789136 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -2789338.000000 Penalty: 3061.557373
	Iteration 23Q: 3 clusters Score -2789338 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -2789550.500000 Penalty: 3061.557373
	Iteration 24Q: 3 clusters Score -2789550 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -2789736.000000 Penalty: 3061.557373
	Iteration 25Q: 3 clusters Score -2789736 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -2789920.500000 Penalty: 3061.557373
	Iteration 26Q: 3 clusters Score -2789920 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -2790049.250000 Penalty: 3061.557373
	Iteration 27Q: 3 clusters Score -2790049 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25286 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -2790180.500000 Penalty: 3061.557373
	Iteration 28Q: 3 clusters Score -2790180 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -2790288.500000 Penalty: 3061.557373
	Iteration 29Q: 3 clusters Score -2790288 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25800 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -2790387.750000 Penalty: 3061.557373
	Iteration 30Q: 3 clusters Score -2790388 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -2790454.500000 Penalty: 3061.557373
	Iteration 31Q: 3 clusters Score -2790454 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26187 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -2790518.500000 Penalty: 3061.557373
	Iteration 32Q: 3 clusters Score -2790518 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -2790586.500000 Penalty: 3061.557373
	Iteration 33Q: 3 clusters Score -2790586 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26536 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -2790660.000000 Penalty: 3061.557373
	Iteration 34Q: 3 clusters Score -2790660 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -2790733.500000 Penalty: 3061.557373
	Iteration 35Q: 3 clusters Score -2790734 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26824 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -2790792.250000 Penalty: 3061.557373
	Iteration 36Q: 3 clusters Score -2790792 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26939 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -2790839.000000 Penalty: 3061.557373
	Iteration 37Q: 3 clusters Score -2790839 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27055 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -2790883.000000 Penalty: 3061.557373
	Iteration 38Q: 3 clusters Score -2790883 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27143 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -2790908.000000 Penalty: 3061.557373
	Iteration 39Q: 3 clusters Score -2790908 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27227 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -2790939.250000 Penalty: 3061.557373
	Iteration 40F: 3 clusters Score -2790939 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27298 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2790960.750000 Penalty: 3061.557373
	Iteration 41Q: 3 clusters Score -2790961 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27361 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -2790987.250000 Penalty: 3061.557373
	Iteration 42Q: 3 clusters Score -2790987 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27425 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2791011.000000 Penalty: 3061.557373
	Iteration 43Q: 3 clusters Score -2791011 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27484 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2791037.000000 Penalty: 3061.557373
	Iteration 44Q: 3 clusters Score -2791037 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27542 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2791061.250000 Penalty: 3061.557373
	Iteration 45Q: 3 clusters Score -2791061 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27595 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -2791080.750000 Penalty: 3061.557373
	Iteration 46Q: 3 clusters Score -2791081 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27638 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2791096.250000 Penalty: 3061.557373
	Iteration 47Q: 3 clusters Score -2791096 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27668 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2791106.000000 Penalty: 3061.557373
	Iteration 48Q: 3 clusters Score -2791106 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2791105.750000 Penalty: 3061.557373
	Iteration 49Q: 3 clusters Score -2791106 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27714 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2791116.000000 Penalty: 3061.557373
	Iteration 50Q: 3 clusters Score -2791116 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27737 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2791126.750000 Penalty: 3061.557373
	Iteration 51Q: 3 clusters Score -2791127 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2791137.000000 Penalty: 3061.557373
	Iteration 52Q: 3 clusters Score -2791137 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27790 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2791145.250000 Penalty: 3061.557373
	Iteration 53Q: 3 clusters Score -2791145 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27811 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2791154.750000 Penalty: 3061.557373
	Iteration 54Q: 3 clusters Score -2791155 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27837 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2791163.500000 Penalty: 3061.557373
	Iteration 55Q: 3 clusters Score -2791164 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27852 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2791171.000000 Penalty: 3061.557373
	Iteration 56Q: 3 clusters Score -2791171 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27867 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2791172.500000 Penalty: 3061.557373
	Iteration 57Q: 3 clusters Score -2791172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2791181.000000 Penalty: 3061.557373
	Iteration 58Q: 3 clusters Score -2791181 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27889 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2791178.000000 Penalty: 3061.557373
	Iteration 59Q: 3 clusters Score -2791178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27904 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2791181.250000 Penalty: 3061.557373
	Iteration 60F: 3 clusters Score -2791181 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27920 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2791190.000000 Penalty: 3061.557373
	Iteration 61Q: 3 clusters Score -2791190 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27931 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2791205.250000 Penalty: 3061.557373
	Iteration 62Q: 3 clusters Score -2791205 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2791206.250000 Penalty: 3061.557373
	Iteration 63Q: 3 clusters Score -2791206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27951 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2791213.000000 Penalty: 3061.557373
	Iteration 64Q: 3 clusters Score -2791213 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2791221.250000 Penalty: 3061.557373
	Iteration 65Q: 3 clusters Score -2791221 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27974 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2791225.000000 Penalty: 3061.557373
	Iteration 66Q: 3 clusters Score -2791225 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27988 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2791228.000000 Penalty: 3061.557373
	Iteration 67Q: 3 clusters Score -2791228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27998 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2791232.500000 Penalty: 3061.557373
	Iteration 68Q: 3 clusters Score -2791232 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28011 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2791235.000000 Penalty: 3061.557373
	Iteration 69Q: 3 clusters Score -2791235 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28019 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2791236.250000 Penalty: 3061.557373
	Iteration 70Q: 3 clusters Score -2791236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2791238.750000 Penalty: 3061.557373
	Iteration 71Q: 3 clusters Score -2791239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28033 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2791242.250000 Penalty: 3061.557373
	Iteration 72Q: 3 clusters Score -2791242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28039 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2791242.000000 Penalty: 3061.557373
	Iteration 73Q: 3 clusters Score -2791242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28043 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2791242.750000 Penalty: 3061.557373
	Iteration 74Q: 3 clusters Score -2791243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28045 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2791240.250000 Penalty: 3061.557373
	Iteration 75Q: 3 clusters Score -2791240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28045 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2791240.250000 Penalty: 3061.557373
	Iteration 76F: 3 clusters Score -2791240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Entering Unmasked Estep 
Score: -1300730.375000 Penalty: 1412.473877
	Iteration 0F: 2 clusters Score -1300730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1291911.250000 Penalty: 2824.947754
	Iteration 0F: 3 clusters Score -1291911 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1294991.375000 Penalty: 2824.947754
	Iteration 1F: 3 clusters Score -1294991 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1295365.500000 Penalty: 2824.947754
	Iteration 2F: 3 clusters Score -1295366 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1295710.875000 Penalty: 2824.947754
	Iteration 3F: 3 clusters Score -1295711 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1296043.250000 Penalty: 2824.947754
	Iteration 4Q: 3 clusters Score -1296043 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1296413.875000 Penalty: 2824.947754
	Iteration 5Q: 3 clusters Score -1296414 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1296815.125000 Penalty: 2824.947754
	Iteration 6Q: 3 clusters Score -1296815 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1297281.375000 Penalty: 2824.947754
	Iteration 7Q: 3 clusters Score -1297281 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1297818.375000 Penalty: 2824.947754
	Iteration 8F: 3 clusters Score -1297818 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1298277.500000 Penalty: 2824.947754
	Iteration 9Q: 3 clusters Score -1298278 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1298636.625000 Penalty: 2824.947754
	Iteration 10Q: 3 clusters Score -1298637 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1298880.625000 Penalty: 2824.947754
	Iteration 11Q: 3 clusters Score -1298881 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1299029.375000 Penalty: 2824.947754
	Iteration 12Q: 3 clusters Score -1299029 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1299127.875000 Penalty: 2824.947754
	Iteration 13Q: 3 clusters Score -1299128 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1299212.875000 Penalty: 2824.947754
	Iteration 14Q: 3 clusters Score -1299213 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1299277.250000 Penalty: 2824.947754
	Iteration 15Q: 3 clusters Score -1299277 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1299326.250000 Penalty: 2824.947754
	Iteration 16Q: 3 clusters Score -1299326 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1299368.875000 Penalty: 2824.947754
	Iteration 17Q: 3 clusters Score -1299369 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1299402.250000 Penalty: 2824.947754
	Iteration 18Q: 3 clusters Score -1299402 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1299435.750000 Penalty: 2824.947754
	Iteration 19Q: 3 clusters Score -1299436 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1299475.875000 Penalty: 2824.947754
	Iteration 20F: 3 clusters Score -1299476 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1299507.250000 Penalty: 2824.947754
	Iteration 21Q: 3 clusters Score -1299507 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1299536.500000 Penalty: 2824.947754
	Iteration 22Q: 3 clusters Score -1299536 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1299561.750000 Penalty: 2824.947754
	Iteration 23Q: 3 clusters Score -1299562 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1299579.875000 Penalty: 2824.947754
	Iteration 24Q: 3 clusters Score -1299580 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1299596.625000 Penalty: 2824.947754
	Iteration 25Q: 3 clusters Score -1299597 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1299617.250000 Penalty: 2824.947754
	Iteration 26Q: 3 clusters Score -1299617 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1299632.750000 Penalty: 2824.947754
	Iteration 27Q: 3 clusters Score -1299633 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1299654.000000 Penalty: 2824.947754
	Iteration 28Q: 3 clusters Score -1299654 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1299681.125000 Penalty: 2824.947754
	Iteration 29Q: 3 clusters Score -1299681 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1299701.000000 Penalty: 2824.947754
	Iteration 30Q: 3 clusters Score -1299701 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1299716.625000 Penalty: 2824.947754
	Iteration 31Q: 3 clusters Score -1299717 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1299732.750000 Penalty: 2824.947754
	Iteration 32Q: 3 clusters Score -1299733 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1299750.125000 Penalty: 2824.947754
	Iteration 33Q: 3 clusters Score -1299750 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1299770.875000 Penalty: 2824.947754
	Iteration 34Q: 3 clusters Score -1299771 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1299784.375000 Penalty: 2824.947754
	Iteration 35Q: 3 clusters Score -1299784 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1299808.250000 Penalty: 2824.947754
	Iteration 36Q: 3 clusters Score -1299808 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1299829.750000 Penalty: 2824.947754
	Iteration 37Q: 3 clusters Score -1299830 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1299844.125000 Penalty: 2824.947754
	Iteration 38Q: 3 clusters Score -1299844 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1299874.250000 Penalty: 2824.947754
	Iteration 39Q: 3 clusters Score -1299874 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1299896.250000 Penalty: 2824.947754
	Iteration 40F: 3 clusters Score -1299896 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1299924.750000 Penalty: 2824.947754
	Iteration 41Q: 3 clusters Score -1299925 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1299944.250000 Penalty: 2824.947754
	Iteration 42Q: 3 clusters Score -1299944 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1299961.625000 Penalty: 2824.947754
	Iteration 43Q: 3 clusters Score -1299962 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1299991.125000 Penalty: 2824.947754
	Iteration 44Q: 3 clusters Score -1299991 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1300014.250000 Penalty: 2824.947754
	Iteration 45Q: 3 clusters Score -1300014 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1300031.500000 Penalty: 2824.947754
	Iteration 46Q: 3 clusters Score -1300032 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1300059.750000 Penalty: 2824.947754
	Iteration 47Q: 3 clusters Score -1300060 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1300081.000000 Penalty: 2824.947754
	Iteration 48Q: 3 clusters Score -1300081 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1300097.250000 Penalty: 2824.947754
	Iteration 49Q: 3 clusters Score -1300097 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1300116.125000 Penalty: 2824.947754
	Iteration 50Q: 3 clusters Score -1300116 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1300127.125000 Penalty: 2824.947754
	Iteration 51Q: 3 clusters Score -1300127 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1300140.875000 Penalty: 2824.947754
	Iteration 52Q: 3 clusters Score -1300141 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1300159.375000 Penalty: 2824.947754
	Iteration 53Q: 3 clusters Score -1300159 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1300175.125000 Penalty: 2824.947754
	Iteration 54Q: 3 clusters Score -1300175 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1300187.250000 Penalty: 2824.947754
	Iteration 55Q: 3 clusters Score -1300187 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1300195.750000 Penalty: 2824.947754
	Iteration 56Q: 3 clusters Score -1300196 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1300206.125000 Penalty: 2824.947754
	Iteration 57Q: 3 clusters Score -1300206 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1300216.000000 Penalty: 2824.947754
	Iteration 58Q: 3 clusters Score -1300216 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1300218.625000 Penalty: 2824.947754
	Iteration 59Q: 3 clusters Score -1300219 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1300222.500000 Penalty: 2824.947754
	Iteration 60F: 3 clusters Score -1300222 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1300229.000000 Penalty: 2824.947754
	Iteration 61Q: 3 clusters Score -1300229 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1300232.875000 Penalty: 2824.947754
	Iteration 62Q: 3 clusters Score -1300233 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1300237.625000 Penalty: 2824.947754
	Iteration 63Q: 3 clusters Score -1300238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1300235.875000 Penalty: 2824.947754
	Iteration 64Q: 3 clusters Score -1300236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1300237.500000 Penalty: 2824.947754
	Iteration 65Q: 3 clusters Score -1300238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1300237.125000 Penalty: 2824.947754
	Iteration 66Q: 3 clusters Score -1300237 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1300241.750000 Penalty: 2824.947754
	Iteration 67Q: 3 clusters Score -1300242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1300242.000000 Penalty: 2824.947754
	Iteration 68Q: 3 clusters Score -1300242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1300246.625000 Penalty: 2824.947754
	Iteration 69Q: 3 clusters Score -1300247 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1300249.625000 Penalty: 2824.947754
	Iteration 70Q: 3 clusters Score -1300250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1300247.625000 Penalty: 2824.947754
	Iteration 71Q: 3 clusters Score -1300248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1300251.625000 Penalty: 2824.947754
	Iteration 72Q: 3 clusters Score -1300252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1300255.875000 Penalty: 2824.947754
	Iteration 73Q: 3 clusters Score -1300256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1300254.750000 Penalty: 2824.947754
	Iteration 74Q: 3 clusters Score -1300255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1300254.000000 Penalty: 2824.947754
	Iteration 75Q: 3 clusters Score -1300254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1300252.875000 Penalty: 2824.947754
	Iteration 76Q: 3 clusters Score -1300253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1300254.000000 Penalty: 2824.947754
	Iteration 77Q: 3 clusters Score -1300254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1300255.000000 Penalty: 2824.947754
	Iteration 78Q: 3 clusters Score -1300255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1300254.875000 Penalty: 2824.947754
	Iteration 79Q: 3 clusters Score -1300255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1300256.875000 Penalty: 2824.947754
	Iteration 80F: 3 clusters Score -1300257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1300258.250000 Penalty: 2824.947754
	Iteration 81Q: 3 clusters Score -1300258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1300258.625000 Penalty: 2824.947754
	Iteration 82Q: 3 clusters Score -1300259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1300259.500000 Penalty: 2824.947754
	Iteration 83Q: 3 clusters Score -1300260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1300259.375000 Penalty: 2824.947754
	Iteration 84Q: 3 clusters Score -1300259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1300262.875000 Penalty: 2824.947754
	Iteration 85Q: 3 clusters Score -1300263 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1300262.250000 Penalty: 2824.947754
	Iteration 86Q: 3 clusters Score -1300262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1300269.000000 Penalty: 2824.947754
	Iteration 87Q: 3 clusters Score -1300269 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1300273.250000 Penalty: 2824.947754
	Iteration 88Q: 3 clusters Score -1300273 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1300278.000000 Penalty: 2824.947754
	Iteration 89Q: 3 clusters Score -1300278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1300283.000000 Penalty: 2824.947754
	Iteration 90Q: 3 clusters Score -1300283 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1300287.250000 Penalty: 2824.947754
	Iteration 91Q: 3 clusters Score -1300287 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1300286.875000 Penalty: 2824.947754
	Iteration 92Q: 3 clusters Score -1300287 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1300290.875000 Penalty: 2824.947754
	Iteration 93Q: 3 clusters Score -1300291 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1300295.750000 Penalty: 2824.947754
	Iteration 94Q: 3 clusters Score -1300296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1300296.000000 Penalty: 2824.947754
	Iteration 95Q: 3 clusters Score -1300296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1300294.250000 Penalty: 2824.947754
	Iteration 96Q: 3 clusters Score -1300294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1300294.000000 Penalty: 2824.947754
	Iteration 97Q: 3 clusters Score -1300294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1300295.500000 Penalty: 2824.947754
	Iteration 98Q: 3 clusters Score -1300296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1300295.500000 Penalty: 2824.947754
	Iteration 99F: 3 clusters Score -1300296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Entering Unmasked Estep 
Score: -148933.359375 Penalty: 1097.624390
	Iteration 0F: 2 clusters Score -148933.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -147323.312500 Penalty: 2195.248779
	Iteration 0F: 3 clusters Score -147323.3 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -147683.062500 Penalty: 2195.248779
	Iteration 1F: 3 clusters Score -147683.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -147790.343750 Penalty: 2195.248779
	Iteration 2F: 3 clusters Score -147790.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -147858.359375 Penalty: 2195.248779
	Iteration 3Q: 3 clusters Score -147858.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -147889.656250 Penalty: 2195.248779
	Iteration 4Q: 3 clusters Score -147889.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -147914.406250 Penalty: 2195.248779
	Iteration 5Q: 3 clusters Score -147914.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -147941.062500 Penalty: 2195.248779
	Iteration 6Q: 3 clusters Score -147941.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -147972.796875 Penalty: 2195.248779
	Iteration 7Q: 3 clusters Score -147972.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -147982.500000 Penalty: 2195.248779
	Iteration 8Q: 3 clusters Score -147982.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -147991.500000 Penalty: 2195.248779
	Iteration 9Q: 3 clusters Score -147991.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -147998.468750 Penalty: 2195.248779
	Iteration 10Q: 3 clusters Score -147998.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -148001.484375 Penalty: 2195.248779
	Iteration 11Q: 3 clusters Score -148001.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -148003.109375 Penalty: 2195.248779
	Iteration 12Q: 3 clusters Score -148003.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -148004.562500 Penalty: 2195.248779
	Iteration 13Q: 3 clusters Score -148004.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -148005.734375 Penalty: 2195.248779
	Iteration 14Q: 3 clusters Score -148005.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -148005.734375 Penalty: 2195.248779
	Iteration 15F: 3 clusters Score -148005.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Entering Unmasked Estep 
Score: -1250596.000000 Penalty: 1401.435303
	Iteration 0F: 2 clusters Score -1250596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1242331.000000 Penalty: 2802.870605
	Iteration 0F: 3 clusters Score -1242331 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1245107.750000 Penalty: 2802.870605
	Iteration 1F: 3 clusters Score -1245108 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1245416.875000 Penalty: 2802.870605
	Iteration 2F: 3 clusters Score -1245417 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1245632.750000 Penalty: 2802.870605
	Iteration 3Q: 3 clusters Score -1245633 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1245819.375000 Penalty: 2802.870605
	Iteration 4Q: 3 clusters Score -1245819 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1245973.375000 Penalty: 2802.870605
	Iteration 5Q: 3 clusters Score -1245973 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1246137.750000 Penalty: 2802.870605
	Iteration 6Q: 3 clusters Score -1246138 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1246313.125000 Penalty: 2802.870605
	Iteration 7Q: 3 clusters Score -1246313 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1246489.125000 Penalty: 2802.870605
	Iteration 8Q: 3 clusters Score -1246489 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1246704.750000 Penalty: 2802.870605
	Iteration 9Q: 3 clusters Score -1246705 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1246945.875000 Penalty: 2802.870605
	Iteration 10Q: 3 clusters Score -1246946 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1247211.125000 Penalty: 2802.870605
	Iteration 11Q: 3 clusters Score -1247211 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1247521.750000 Penalty: 2802.870605
	Iteration 12Q: 3 clusters Score -1247522 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1247888.000000 Penalty: 2802.870605
	Iteration 13Q: 3 clusters Score -1247888 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1248259.625000 Penalty: 2802.870605
	Iteration 14Q: 3 clusters Score -1248260 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1248580.125000 Penalty: 2802.870605
	Iteration 15Q: 3 clusters Score -1248580 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1248808.625000 Penalty: 2802.870605
	Iteration 16Q: 3 clusters Score -1248809 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1248950.125000 Penalty: 2802.870605
	Iteration 17Q: 3 clusters Score -1248950 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1249048.125000 Penalty: 2802.870605
	Iteration 18Q: 3 clusters Score -1249048 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1249123.250000 Penalty: 2802.870605
	Iteration 19Q: 3 clusters Score -1249123 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1249167.500000 Penalty: 2802.870605
	Iteration 20F: 3 clusters Score -1249168 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1249208.000000 Penalty: 2802.870605
	Iteration 21Q: 3 clusters Score -1249208 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1249238.250000 Penalty: 2802.870605
	Iteration 22Q: 3 clusters Score -1249238 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1249273.375000 Penalty: 2802.870605
	Iteration 23Q: 3 clusters Score -1249273 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1249298.500000 Penalty: 2802.870605
	Iteration 24Q: 3 clusters Score -1249298 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1249324.375000 Penalty: 2802.870605
	Iteration 25Q: 3 clusters Score -1249324 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1249350.125000 Penalty: 2802.870605
	Iteration 26Q: 3 clusters Score -1249350 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1249370.750000 Penalty: 2802.870605
	Iteration 27Q: 3 clusters Score -1249371 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1249383.500000 Penalty: 2802.870605
	Iteration 28Q: 3 clusters Score -1249384 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1249390.500000 Penalty: 2802.870605
	Iteration 29Q: 3 clusters Score -1249390 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1249398.125000 Penalty: 2802.870605
	Iteration 30Q: 3 clusters Score -1249398 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1249407.250000 Penalty: 2802.870605
	Iteration 31Q: 3 clusters Score -1249407 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1249412.000000 Penalty: 2802.870605
	Iteration 32Q: 3 clusters Score -1249412 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1249416.625000 Penalty: 2802.870605
	Iteration 33Q: 3 clusters Score -1249417 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1249428.000000 Penalty: 2802.870605
	Iteration 34Q: 3 clusters Score -1249428 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1249434.000000 Penalty: 2802.870605
	Iteration 35Q: 3 clusters Score -1249434 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1249436.750000 Penalty: 2802.870605
	Iteration 36Q: 3 clusters Score -1249437 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1249443.000000 Penalty: 2802.870605
	Iteration 37Q: 3 clusters Score -1249443 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1249446.750000 Penalty: 2802.870605
	Iteration 38Q: 3 clusters Score -1249447 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1249452.250000 Penalty: 2802.870605
	Iteration 39Q: 3 clusters Score -1249452 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1249461.375000 Penalty: 2802.870605
	Iteration 40F: 3 clusters Score -1249461 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1249463.875000 Penalty: 2802.870605
	Iteration 41Q: 3 clusters Score -1249464 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1249472.875000 Penalty: 2802.870605
	Iteration 42Q: 3 clusters Score -1249473 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1249475.125000 Penalty: 2802.870605
	Iteration 43Q: 3 clusters Score -1249475 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1249478.750000 Penalty: 2802.870605
	Iteration 44Q: 3 clusters Score -1249479 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1249482.625000 Penalty: 2802.870605
	Iteration 45Q: 3 clusters Score -1249483 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1249484.875000 Penalty: 2802.870605
	Iteration 46Q: 3 clusters Score -1249485 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1249487.500000 Penalty: 2802.870605
	Iteration 47Q: 3 clusters Score -1249488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1249488.625000 Penalty: 2802.870605
	Iteration 48Q: 3 clusters Score -1249489 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1249491.625000 Penalty: 2802.870605
	Iteration 49Q: 3 clusters Score -1249492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1249494.875000 Penalty: 2802.870605
	Iteration 50Q: 3 clusters Score -1249495 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1249498.750000 Penalty: 2802.870605
	Iteration 51Q: 3 clusters Score -1249499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1249495.750000 Penalty: 2802.870605
	Iteration 52Q: 3 clusters Score -1249496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1249495.750000 Penalty: 2802.870605
	Iteration 53Q: 3 clusters Score -1249496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1249494.750000 Penalty: 2802.870605
	Iteration 54Q: 3 clusters Score -1249495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1249496.500000 Penalty: 2802.870605
	Iteration 55Q: 3 clusters Score -1249496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1249497.625000 Penalty: 2802.870605
	Iteration 56Q: 3 clusters Score -1249498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1249498.375000 Penalty: 2802.870605
	Iteration 57Q: 3 clusters Score -1249498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1249498.375000 Penalty: 2802.870605
	Iteration 58F: 3 clusters Score -1249498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Entering Unmasked Estep 
Score: -678486.250000 Penalty: 1305.847656
	Iteration 0F: 2 clusters Score -678486.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -673877.000000 Penalty: 2611.695312
	Iteration 0F: 3 clusters Score -673877 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -675313.312500 Penalty: 2611.695312
	Iteration 1F: 3 clusters Score -675313.3 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -675625.750000 Penalty: 2611.695312
	Iteration 2F: 3 clusters Score -675625.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -675861.687500 Penalty: 2611.695312
	Iteration 3F: 3 clusters Score -675861.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -676050.000000 Penalty: 2611.695312
	Iteration 4F: 3 clusters Score -676050 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -676220.312500 Penalty: 2611.695312
	Iteration 5Q: 3 clusters Score -676220.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -676405.875000 Penalty: 2611.695312
	Iteration 6Q: 3 clusters Score -676405.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -676594.000000 Penalty: 2611.695312
	Iteration 7Q: 3 clusters Score -676594 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -676757.937500 Penalty: 2611.695312
	Iteration 8Q: 3 clusters Score -676757.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -676881.687500 Penalty: 2611.695312
	Iteration 9Q: 3 clusters Score -676881.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -676987.000000 Penalty: 2611.695312
	Iteration 10Q: 3 clusters Score -676987 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -677054.500000 Penalty: 2611.695312
	Iteration 11Q: 3 clusters Score -677054.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -677103.375000 Penalty: 2611.695312
	Iteration 12Q: 3 clusters Score -677103.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -677138.875000 Penalty: 2611.695312
	Iteration 13Q: 3 clusters Score -677138.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -677160.437500 Penalty: 2611.695312
	Iteration 14Q: 3 clusters Score -677160.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -677187.125000 Penalty: 2611.695312
	Iteration 15Q: 3 clusters Score -677187.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -677212.937500 Penalty: 2611.695312
	Iteration 16Q: 3 clusters Score -677212.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -677232.250000 Penalty: 2611.695312
	Iteration 17Q: 3 clusters Score -677232.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -677252.687500 Penalty: 2611.695312
	Iteration 18Q: 3 clusters Score -677252.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -677266.625000 Penalty: 2611.695312
	Iteration 19Q: 3 clusters Score -677266.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -677285.375000 Penalty: 2611.695312
	Iteration 20F: 3 clusters Score -677285.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -677301.000000 Penalty: 2611.695312
	Iteration 21Q: 3 clusters Score -677301 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -677316.687500 Penalty: 2611.695312
	Iteration 22Q: 3 clusters Score -677316.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -677327.812500 Penalty: 2611.695312
	Iteration 23Q: 3 clusters Score -677327.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -677341.750000 Penalty: 2611.695312
	Iteration 24Q: 3 clusters Score -677341.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -677354.625000 Penalty: 2611.695312
	Iteration 25Q: 3 clusters Score -677354.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -677361.500000 Penalty: 2611.695312
	Iteration 26Q: 3 clusters Score -677361.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -677372.062500 Penalty: 2611.695312
	Iteration 27Q: 3 clusters Score -677372.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -677376.437500 Penalty: 2611.695312
	Iteration 28Q: 3 clusters Score -677376.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -677385.250000 Penalty: 2611.695312
	Iteration 29Q: 3 clusters Score -677385.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -677397.687500 Penalty: 2611.695312
	Iteration 30Q: 3 clusters Score -677397.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -677408.937500 Penalty: 2611.695312
	Iteration 31Q: 3 clusters Score -677408.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -677415.250000 Penalty: 2611.695312
	Iteration 32Q: 3 clusters Score -677415.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -677424.437500 Penalty: 2611.695312
	Iteration 33Q: 3 clusters Score -677424.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -677429.875000 Penalty: 2611.695312
	Iteration 34Q: 3 clusters Score -677429.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -677434.187500 Penalty: 2611.695312
	Iteration 35Q: 3 clusters Score -677434.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -677438.812500 Penalty: 2611.695312
	Iteration 36Q: 3 clusters Score -677438.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -677445.562500 Penalty: 2611.695312
	Iteration 37Q: 3 clusters Score -677445.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -677451.062500 Penalty: 2611.695312
	Iteration 38Q: 3 clusters Score -677451.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -677454.937500 Penalty: 2611.695312
	Iteration 39Q: 3 clusters Score -677454.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -677460.625000 Penalty: 2611.695312
	Iteration 40F: 3 clusters Score -677460.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -677466.062500 Penalty: 2611.695312
	Iteration 41Q: 3 clusters Score -677466.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -677474.250000 Penalty: 2611.695312
	Iteration 42Q: 3 clusters Score -677474.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -677479.625000 Penalty: 2611.695312
	Iteration 43Q: 3 clusters Score -677479.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -677485.125000 Penalty: 2611.695312
	Iteration 44Q: 3 clusters Score -677485.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -677490.812500 Penalty: 2611.695312
	Iteration 45Q: 3 clusters Score -677490.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -677497.375000 Penalty: 2611.695312
	Iteration 46Q: 3 clusters Score -677497.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -677501.750000 Penalty: 2611.695312
	Iteration 47Q: 3 clusters Score -677501.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -677505.125000 Penalty: 2611.695312
	Iteration 48Q: 3 clusters Score -677505.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -677509.437500 Penalty: 2611.695312
	Iteration 49Q: 3 clusters Score -677509.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -677512.750000 Penalty: 2611.695312
	Iteration 50Q: 3 clusters Score -677512.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -677516.062500 Penalty: 2611.695312
	Iteration 51Q: 3 clusters Score -677516.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -677519.375000 Penalty: 2611.695312
	Iteration 52Q: 3 clusters Score -677519.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -677523.437500 Penalty: 2611.695312
	Iteration 53Q: 3 clusters Score -677523.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -677527.437500 Penalty: 2611.695312
	Iteration 54Q: 3 clusters Score -677527.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -677528.625000 Penalty: 2611.695312
	Iteration 55Q: 3 clusters Score -677528.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -677528.437500 Penalty: 2611.695312
	Iteration 56Q: 3 clusters Score -677528.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -677528.125000 Penalty: 2611.695312
	Iteration 57Q: 3 clusters Score -677528.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -677528.125000 Penalty: 2611.695312
	Iteration 58F: 3 clusters Score -677528.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Entering Unmasked Estep 
Score: -287368.937500 Penalty: 1179.209717
	Iteration 0F: 2 clusters Score -287368.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -285051.875000 Penalty: 2358.419434
	Iteration 0F: 3 clusters Score -285051.9 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -285677.781250 Penalty: 2358.419434
	Iteration 1F: 3 clusters Score -285677.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -285821.562500 Penalty: 2358.419434
	Iteration 2F: 3 clusters Score -285821.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -285903.468750 Penalty: 2358.419434
	Iteration 3Q: 3 clusters Score -285903.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -285953.437500 Penalty: 2358.419434
	Iteration 4Q: 3 clusters Score -285953.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -285993.062500 Penalty: 2358.419434
	Iteration 5Q: 3 clusters Score -285993.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -286018.031250 Penalty: 2358.419434
	Iteration 6Q: 3 clusters Score -286018 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -286039.968750 Penalty: 2358.419434
	Iteration 7Q: 3 clusters Score -286040 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -286055.906250 Penalty: 2358.419434
	Iteration 8Q: 3 clusters Score -286055.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -286072.406250 Penalty: 2358.419434
	Iteration 9Q: 3 clusters Score -286072.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -286086.875000 Penalty: 2358.419434
	Iteration 10Q: 3 clusters Score -286086.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -286102.000000 Penalty: 2358.419434
	Iteration 11Q: 3 clusters Score -286102 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -286121.531250 Penalty: 2358.419434
	Iteration 12Q: 3 clusters Score -286121.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -286133.531250 Penalty: 2358.419434
	Iteration 13Q: 3 clusters Score -286133.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -286146.968750 Penalty: 2358.419434
	Iteration 14Q: 3 clusters Score -286147 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -286158.781250 Penalty: 2358.419434
	Iteration 15Q: 3 clusters Score -286158.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -286166.875000 Penalty: 2358.419434
	Iteration 16Q: 3 clusters Score -286166.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -286172.187500 Penalty: 2358.419434
	Iteration 17Q: 3 clusters Score -286172.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -286175.781250 Penalty: 2358.419434
	Iteration 18Q: 3 clusters Score -286175.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -286180.375000 Penalty: 2358.419434
	Iteration 19Q: 3 clusters Score -286180.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -286183.937500 Penalty: 2358.419434
	Iteration 20F: 3 clusters Score -286183.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -286187.250000 Penalty: 2358.419434
	Iteration 21Q: 3 clusters Score -286187.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -286188.625000 Penalty: 2358.419434
	Iteration 22Q: 3 clusters Score -286188.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -286191.437500 Penalty: 2358.419434
	Iteration 23Q: 3 clusters Score -286191.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -286193.937500 Penalty: 2358.419434
	Iteration 24Q: 3 clusters Score -286193.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -286195.593750 Penalty: 2358.419434
	Iteration 25Q: 3 clusters Score -286195.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -286196.781250 Penalty: 2358.419434
	Iteration 26Q: 3 clusters Score -286196.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -286197.937500 Penalty: 2358.419434
	Iteration 27Q: 3 clusters Score -286197.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -286198.875000 Penalty: 2358.419434
	Iteration 28Q: 3 clusters Score -286198.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -286199.531250 Penalty: 2358.419434
	Iteration 29Q: 3 clusters Score -286199.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -286199.531250 Penalty: 2358.419434
	Iteration 30F: 3 clusters Score -286199.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Entering Unmasked Estep 
Score: -187796.984375 Penalty: 1144.246582
	Iteration 0F: 2 clusters Score -187797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -185861.968750 Penalty: 2288.493164
	Iteration 0F: 3 clusters Score -185862 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -186493.218750 Penalty: 2288.493164
	Iteration 1F: 3 clusters Score -186493.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -186668.656250 Penalty: 2288.493164
	Iteration 2F: 3 clusters Score -186668.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -186761.843750 Penalty: 2288.493164
	Iteration 3Q: 3 clusters Score -186761.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -186845.375000 Penalty: 2288.493164
	Iteration 4Q: 3 clusters Score -186845.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -186898.890625 Penalty: 2288.493164
	Iteration 5Q: 3 clusters Score -186898.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -186943.171875 Penalty: 2288.493164
	Iteration 6Q: 3 clusters Score -186943.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -186970.515625 Penalty: 2288.493164
	Iteration 7Q: 3 clusters Score -186970.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -186996.953125 Penalty: 2288.493164
	Iteration 8Q: 3 clusters Score -186997 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -187013.453125 Penalty: 2288.493164
	Iteration 9Q: 3 clusters Score -187013.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -187025.656250 Penalty: 2288.493164
	Iteration 10Q: 3 clusters Score -187025.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -187032.718750 Penalty: 2288.493164
	Iteration 11Q: 3 clusters Score -187032.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -187039.859375 Penalty: 2288.493164
	Iteration 12Q: 3 clusters Score -187039.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -187044.187500 Penalty: 2288.493164
	Iteration 13Q: 3 clusters Score -187044.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -187047.453125 Penalty: 2288.493164
	Iteration 14Q: 3 clusters Score -187047.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -187049.625000 Penalty: 2288.493164
	Iteration 15Q: 3 clusters Score -187049.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -187050.671875 Penalty: 2288.493164
	Iteration 16Q: 3 clusters Score -187050.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -187050.843750 Penalty: 2288.493164
	Iteration 17Q: 3 clusters Score -187050.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -187050.843750 Penalty: 2288.493164
	Iteration 18F: 3 clusters Score -187050.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (34132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34132 members 
Entering Unmasked Estep 
Score: -3550936.500000 Penalty: 1553.172974
	Iteration 0F: 2 clusters Score -3550936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -3528785.500000 Penalty: 3106.345947
	Iteration 0F: 3 clusters Score -3528786 nChanged 15489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -3537438.750000 Penalty: 3106.345947
	Iteration 1F: 3 clusters Score -3537439 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -3538117.500000 Penalty: 3106.345947
	Iteration 2F: 3 clusters Score -3538118 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -3538786.000000 Penalty: 3106.345947
	Iteration 3Q: 3 clusters Score -3538786 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -3539462.750000 Penalty: 3106.345947
	Iteration 4Q: 3 clusters Score -3539463 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -3540233.750000 Penalty: 3106.345947
	Iteration 5Q: 3 clusters Score -3540234 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -3541242.250000 Penalty: 3106.345947
	Iteration 6Q: 3 clusters Score -3541242 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -3542453.000000 Penalty: 3106.345947
	Iteration 7F: 3 clusters Score -3542453 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -3543839.750000 Penalty: 3106.345947
	Iteration 8F: 3 clusters Score -3543840 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26977 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -3545184.750000 Penalty: 3106.345947
	Iteration 9F: 3 clusters Score -3545185 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28451 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -3546336.750000 Penalty: 3106.345947
	Iteration 10Q: 3 clusters Score -3546337 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29610 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -3547241.750000 Penalty: 3106.345947
	Iteration 11Q: 3 clusters Score -3547242 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30516 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -3547910.000000 Penalty: 3106.345947
	Iteration 12Q: 3 clusters Score -3547910 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -3548395.500000 Penalty: 3106.345947
	Iteration 13Q: 3 clusters Score -3548396 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31688 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -3548693.750000 Penalty: 3106.345947
	Iteration 14Q: 3 clusters Score -3548694 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32105 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -3548956.250000 Penalty: 3106.345947
	Iteration 15Q: 3 clusters Score -3548956 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32433 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -3549161.000000 Penalty: 3106.345947
	Iteration 16Q: 3 clusters Score -3549161 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32654 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -3549291.250000 Penalty: 3106.345947
	Iteration 17Q: 3 clusters Score -3549291 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32831 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -3549391.750000 Penalty: 3106.345947
	Iteration 18Q: 3 clusters Score -3549392 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32956 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -3549478.500000 Penalty: 3106.345947
	Iteration 19Q: 3 clusters Score -3549478 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33066 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3549539.500000 Penalty: 3106.345947
	Iteration 20F: 3 clusters Score -3549540 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33151 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -3549601.500000 Penalty: 3106.345947
	Iteration 21Q: 3 clusters Score -3549602 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33209 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -3549643.250000 Penalty: 3106.345947
	Iteration 22Q: 3 clusters Score -3549643 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33254 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -3549669.500000 Penalty: 3106.345947
	Iteration 23Q: 3 clusters Score -3549670 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33280 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -3549691.000000 Penalty: 3106.345947
	Iteration 24Q: 3 clusters Score -3549691 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33310 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -3549706.500000 Penalty: 3106.345947
	Iteration 25Q: 3 clusters Score -3549706 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33333 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -3549726.250000 Penalty: 3106.345947
	Iteration 26Q: 3 clusters Score -3549726 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33366 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3549746.750000 Penalty: 3106.345947
	Iteration 27Q: 3 clusters Score -3549747 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33390 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -3549760.750000 Penalty: 3106.345947
	Iteration 28Q: 3 clusters Score -3549761 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33409 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -3549777.250000 Penalty: 3106.345947
	Iteration 29Q: 3 clusters Score -3549777 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33430 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -3549793.500000 Penalty: 3106.345947
	Iteration 30Q: 3 clusters Score -3549794 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33446 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3549800.750000 Penalty: 3106.345947
	Iteration 31Q: 3 clusters Score -3549801 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33454 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3549813.750000 Penalty: 3106.345947
	Iteration 32Q: 3 clusters Score -3549814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33465 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -3549816.750000 Penalty: 3106.345947
	Iteration 33Q: 3 clusters Score -3549817 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33475 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3549824.500000 Penalty: 3106.345947
	Iteration 34Q: 3 clusters Score -3549824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33483 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -3549831.000000 Penalty: 3106.345947
	Iteration 35Q: 3 clusters Score -3549831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33491 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3549835.500000 Penalty: 3106.345947
	Iteration 36Q: 3 clusters Score -3549836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33497 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3549839.250000 Penalty: 3106.345947
	Iteration 37Q: 3 clusters Score -3549839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33497 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3549839.750000 Penalty: 3106.345947
	Iteration 38Q: 3 clusters Score -3549840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33498 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3549836.500000 Penalty: 3106.345947
	Iteration 39Q: 3 clusters Score -3549836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33499 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3549837.750000 Penalty: 3106.345947
	Iteration 40F: 3 clusters Score -3549838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33500 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3549840.750000 Penalty: 3106.345947
	Iteration 41Q: 3 clusters Score -3549841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33500 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3549840.750000 Penalty: 3106.345947
	Iteration 42F: 3 clusters Score -3549841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Entering Unmasked Estep 
Score: -1029890.062500 Penalty: 1371.314819
	Iteration 0F: 2 clusters Score -1029890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1023012.062500 Penalty: 2742.629639
	Iteration 0F: 3 clusters Score -1023012 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1025301.437500 Penalty: 2742.629639
	Iteration 1F: 3 clusters Score -1025301 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1025554.812500 Penalty: 2742.629639
	Iteration 2F: 3 clusters Score -1025555 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1025744.750000 Penalty: 2742.629639
	Iteration 3Q: 3 clusters Score -1025745 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1025914.187500 Penalty: 2742.629639
	Iteration 4Q: 3 clusters Score -1025914 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1026061.875000 Penalty: 2742.629639
	Iteration 5Q: 3 clusters Score -1026062 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1026179.312500 Penalty: 2742.629639
	Iteration 6Q: 3 clusters Score -1026179 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1026285.937500 Penalty: 2742.629639
	Iteration 7Q: 3 clusters Score -1026286 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1026382.375000 Penalty: 2742.629639
	Iteration 8Q: 3 clusters Score -1026382 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1026466.750000 Penalty: 2742.629639
	Iteration 9Q: 3 clusters Score -1026467 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1026546.187500 Penalty: 2742.629639
	Iteration 10Q: 3 clusters Score -1026546 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1026620.875000 Penalty: 2742.629639
	Iteration 11Q: 3 clusters Score -1026621 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1026723.187500 Penalty: 2742.629639
	Iteration 12Q: 3 clusters Score -1026723 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1026818.375000 Penalty: 2742.629639
	Iteration 13Q: 3 clusters Score -1026818 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1026922.625000 Penalty: 2742.629639
	Iteration 14Q: 3 clusters Score -1026923 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1027061.500000 Penalty: 2742.629639
	Iteration 15Q: 3 clusters Score -1027062 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1027221.125000 Penalty: 2742.629639
	Iteration 16Q: 3 clusters Score -1027221 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1027430.937500 Penalty: 2742.629639
	Iteration 17Q: 3 clusters Score -1027431 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1027639.062500 Penalty: 2742.629639
	Iteration 18Q: 3 clusters Score -1027639 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1027833.250000 Penalty: 2742.629639
	Iteration 19Q: 3 clusters Score -1027833 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1028002.500000 Penalty: 2742.629639
	Iteration 20F: 3 clusters Score -1028002 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1028160.750000 Penalty: 2742.629639
	Iteration 21Q: 3 clusters Score -1028161 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1028295.937500 Penalty: 2742.629639
	Iteration 22Q: 3 clusters Score -1028296 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1028427.937500 Penalty: 2742.629639
	Iteration 23Q: 3 clusters Score -1028428 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1028530.125000 Penalty: 2742.629639
	Iteration 24Q: 3 clusters Score -1028530 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1028616.687500 Penalty: 2742.629639
	Iteration 25Q: 3 clusters Score -1028617 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1028687.250000 Penalty: 2742.629639
	Iteration 26Q: 3 clusters Score -1028687 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1028741.812500 Penalty: 2742.629639
	Iteration 27Q: 3 clusters Score -1028742 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1028785.375000 Penalty: 2742.629639
	Iteration 28Q: 3 clusters Score -1028785 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1028821.312500 Penalty: 2742.629639
	Iteration 29Q: 3 clusters Score -1028821 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1028847.625000 Penalty: 2742.629639
	Iteration 30Q: 3 clusters Score -1028848 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1028867.937500 Penalty: 2742.629639
	Iteration 31Q: 3 clusters Score -1028868 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1028884.812500 Penalty: 2742.629639
	Iteration 32Q: 3 clusters Score -1028885 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1028898.750000 Penalty: 2742.629639
	Iteration 33Q: 3 clusters Score -1028899 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1028903.312500 Penalty: 2742.629639
	Iteration 34Q: 3 clusters Score -1028903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1028908.437500 Penalty: 2742.629639
	Iteration 35Q: 3 clusters Score -1028908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1028910.562500 Penalty: 2742.629639
	Iteration 36Q: 3 clusters Score -1028911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1028912.750000 Penalty: 2742.629639
	Iteration 37Q: 3 clusters Score -1028913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1028915.312500 Penalty: 2742.629639
	Iteration 38Q: 3 clusters Score -1028915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1028915.937500 Penalty: 2742.629639
	Iteration 39Q: 3 clusters Score -1028916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1028916.125000 Penalty: 2742.629639
	Iteration 40F: 3 clusters Score -1028916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1028918.625000 Penalty: 2742.629639
	Iteration 41Q: 3 clusters Score -1028919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1028918.625000 Penalty: 2742.629639
	Iteration 42F: 3 clusters Score -1028919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Entering Unmasked Estep 
Score: -231111.953125 Penalty: 1169.538208
	Iteration 0F: 2 clusters Score -231112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -228924.921875 Penalty: 2339.076416
	Iteration 0F: 3 clusters Score -228924.9 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -229525.468750 Penalty: 2339.076416
	Iteration 1F: 3 clusters Score -229525.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -229698.484375 Penalty: 2339.076416
	Iteration 2F: 3 clusters Score -229698.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -229805.125000 Penalty: 2339.076416
	Iteration 3Q: 3 clusters Score -229805.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -229878.031250 Penalty: 2339.076416
	Iteration 4Q: 3 clusters Score -229878 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -229965.109375 Penalty: 2339.076416
	Iteration 5Q: 3 clusters Score -229965.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -230055.421875 Penalty: 2339.076416
	Iteration 6Q: 3 clusters Score -230055.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -230160.000000 Penalty: 2339.076416
	Iteration 7Q: 3 clusters Score -230160 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -230239.859375 Penalty: 2339.076416
	Iteration 8Q: 3 clusters Score -230239.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -230305.515625 Penalty: 2339.076416
	Iteration 9Q: 3 clusters Score -230305.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -230342.296875 Penalty: 2339.076416
	Iteration 10Q: 3 clusters Score -230342.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -230375.750000 Penalty: 2339.076416
	Iteration 11Q: 3 clusters Score -230375.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -230396.296875 Penalty: 2339.076416
	Iteration 12Q: 3 clusters Score -230396.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -230412.078125 Penalty: 2339.076416
	Iteration 13Q: 3 clusters Score -230412.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -230430.500000 Penalty: 2339.076416
	Iteration 14Q: 3 clusters Score -230430.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -230443.062500 Penalty: 2339.076416
	Iteration 15Q: 3 clusters Score -230443.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -230451.421875 Penalty: 2339.076416
	Iteration 16Q: 3 clusters Score -230451.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -230456.562500 Penalty: 2339.076416
	Iteration 17Q: 3 clusters Score -230456.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -230460.578125 Penalty: 2339.076416
	Iteration 18Q: 3 clusters Score -230460.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -230470.015625 Penalty: 2339.076416
	Iteration 19Q: 3 clusters Score -230470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -230479.984375 Penalty: 2339.076416
	Iteration 20F: 3 clusters Score -230480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -230489.468750 Penalty: 2339.076416
	Iteration 21Q: 3 clusters Score -230489.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -230494.640625 Penalty: 2339.076416
	Iteration 22Q: 3 clusters Score -230494.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -230500.390625 Penalty: 2339.076416
	Iteration 23Q: 3 clusters Score -230500.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -230507.015625 Penalty: 2339.076416
	Iteration 24Q: 3 clusters Score -230507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -230508.078125 Penalty: 2339.076416
	Iteration 25Q: 3 clusters Score -230508.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -230511.203125 Penalty: 2339.076416
	Iteration 26Q: 3 clusters Score -230511.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -230516.796875 Penalty: 2339.076416
	Iteration 27Q: 3 clusters Score -230516.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -230519.343750 Penalty: 2339.076416
	Iteration 28Q: 3 clusters Score -230519.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -230524.625000 Penalty: 2339.076416
	Iteration 29Q: 3 clusters Score -230524.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -230526.984375 Penalty: 2339.076416
	Iteration 30Q: 3 clusters Score -230527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -230528.578125 Penalty: 2339.076416
	Iteration 31Q: 3 clusters Score -230528.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -230530.343750 Penalty: 2339.076416
	Iteration 32Q: 3 clusters Score -230530.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -230531.421875 Penalty: 2339.076416
	Iteration 33Q: 3 clusters Score -230531.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -230532.906250 Penalty: 2339.076416
	Iteration 34Q: 3 clusters Score -230532.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -230534.640625 Penalty: 2339.076416
	Iteration 35Q: 3 clusters Score -230534.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -230536.046875 Penalty: 2339.076416
	Iteration 36Q: 3 clusters Score -230536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -230537.593750 Penalty: 2339.076416
	Iteration 37Q: 3 clusters Score -230537.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -230538.953125 Penalty: 2339.076416
	Iteration 38Q: 3 clusters Score -230539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -230540.125000 Penalty: 2339.076416
	Iteration 39Q: 3 clusters Score -230540.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -230540.125000 Penalty: 2339.076416
	Iteration 40F: 3 clusters Score -230540.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Entering Unmasked Estep 
Score: -732533.875000 Penalty: 1331.375610
	Iteration 0F: 2 clusters Score -732533.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -727273.937500 Penalty: 2662.751221
	Iteration 0F: 3 clusters Score -727273.9 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -729082.812500 Penalty: 2662.751221
	Iteration 1F: 3 clusters Score -729082.8 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -729424.250000 Penalty: 2662.751221
	Iteration 2F: 3 clusters Score -729424.2 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -729645.125000 Penalty: 2662.751221
	Iteration 3F: 3 clusters Score -729645.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -729796.187500 Penalty: 2662.751221
	Iteration 4Q: 3 clusters Score -729796.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -729928.562500 Penalty: 2662.751221
	Iteration 5Q: 3 clusters Score -729928.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -730059.625000 Penalty: 2662.751221
	Iteration 6Q: 3 clusters Score -730059.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -730192.750000 Penalty: 2662.751221
	Iteration 7Q: 3 clusters Score -730192.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -730322.187500 Penalty: 2662.751221
	Iteration 8Q: 3 clusters Score -730322.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -730449.125000 Penalty: 2662.751221
	Iteration 9Q: 3 clusters Score -730449.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -730589.000000 Penalty: 2662.751221
	Iteration 10Q: 3 clusters Score -730589 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -730717.625000 Penalty: 2662.751221
	Iteration 11Q: 3 clusters Score -730717.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -730839.687500 Penalty: 2662.751221
	Iteration 12Q: 3 clusters Score -730839.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -730948.625000 Penalty: 2662.751221
	Iteration 13Q: 3 clusters Score -730948.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -731044.937500 Penalty: 2662.751221
	Iteration 14Q: 3 clusters Score -731044.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -731124.750000 Penalty: 2662.751221
	Iteration 15Q: 3 clusters Score -731124.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -731199.125000 Penalty: 2662.751221
	Iteration 16Q: 3 clusters Score -731199.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -731246.187500 Penalty: 2662.751221
	Iteration 17Q: 3 clusters Score -731246.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -731284.687500 Penalty: 2662.751221
	Iteration 18Q: 3 clusters Score -731284.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -731319.312500 Penalty: 2662.751221
	Iteration 19Q: 3 clusters Score -731319.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -731343.375000 Penalty: 2662.751221
	Iteration 20F: 3 clusters Score -731343.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -731359.625000 Penalty: 2662.751221
	Iteration 21Q: 3 clusters Score -731359.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -731374.812500 Penalty: 2662.751221
	Iteration 22Q: 3 clusters Score -731374.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -731385.687500 Penalty: 2662.751221
	Iteration 23Q: 3 clusters Score -731385.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -731399.625000 Penalty: 2662.751221
	Iteration 24Q: 3 clusters Score -731399.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -731413.500000 Penalty: 2662.751221
	Iteration 25Q: 3 clusters Score -731413.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -731426.187500 Penalty: 2662.751221
	Iteration 26Q: 3 clusters Score -731426.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -731441.937500 Penalty: 2662.751221
	Iteration 27Q: 3 clusters Score -731441.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -731460.000000 Penalty: 2662.751221
	Iteration 28Q: 3 clusters Score -731460 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -731478.375000 Penalty: 2662.751221
	Iteration 29Q: 3 clusters Score -731478.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -731491.125000 Penalty: 2662.751221
	Iteration 30Q: 3 clusters Score -731491.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -731503.125000 Penalty: 2662.751221
	Iteration 31Q: 3 clusters Score -731503.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -731507.250000 Penalty: 2662.751221
	Iteration 32Q: 3 clusters Score -731507.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -731514.125000 Penalty: 2662.751221
	Iteration 33Q: 3 clusters Score -731514.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -731519.562500 Penalty: 2662.751221
	Iteration 34Q: 3 clusters Score -731519.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -731524.125000 Penalty: 2662.751221
	Iteration 35Q: 3 clusters Score -731524.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -731528.500000 Penalty: 2662.751221
	Iteration 36Q: 3 clusters Score -731528.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -731535.312500 Penalty: 2662.751221
	Iteration 37Q: 3 clusters Score -731535.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -731541.375000 Penalty: 2662.751221
	Iteration 38Q: 3 clusters Score -731541.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -731540.375000 Penalty: 2662.751221
	Iteration 39Q: 3 clusters Score -731540.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -731545.062500 Penalty: 2662.751221
	Iteration 40F: 3 clusters Score -731545.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -731549.625000 Penalty: 2662.751221
	Iteration 41Q: 3 clusters Score -731549.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -731551.937500 Penalty: 2662.751221
	Iteration 42Q: 3 clusters Score -731551.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -731555.000000 Penalty: 2662.751221
	Iteration 43Q: 3 clusters Score -731555 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -731557.625000 Penalty: 2662.751221
	Iteration 44Q: 3 clusters Score -731557.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -731558.937500 Penalty: 2662.751221
	Iteration 45Q: 3 clusters Score -731558.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -731560.812500 Penalty: 2662.751221
	Iteration 46Q: 3 clusters Score -731560.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -731562.625000 Penalty: 2662.751221
	Iteration 47Q: 3 clusters Score -731562.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -731562.187500 Penalty: 2662.751221
	Iteration 48Q: 3 clusters Score -731562.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -731563.250000 Penalty: 2662.751221
	Iteration 49Q: 3 clusters Score -731563.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -731566.312500 Penalty: 2662.751221
	Iteration 50Q: 3 clusters Score -731566.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -731566.875000 Penalty: 2662.751221
	Iteration 51Q: 3 clusters Score -731566.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -731565.875000 Penalty: 2662.751221
	Iteration 52Q: 3 clusters Score -731565.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -731567.937500 Penalty: 2662.751221
	Iteration 53Q: 3 clusters Score -731567.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -731566.125000 Penalty: 2662.751221
	Iteration 54Q: 3 clusters Score -731566.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -731567.062500 Penalty: 2662.751221
	Iteration 55Q: 3 clusters Score -731567.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -731567.062500 Penalty: 2662.751221
	Iteration 56F: 3 clusters Score -731567.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Entering Unmasked Estep 
Score: -448340.593750 Penalty: 1259.035156
	Iteration 0F: 2 clusters Score -448340.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -444902.968750 Penalty: 2518.070312
	Iteration 0F: 3 clusters Score -444903 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -445991.812500 Penalty: 2518.070312
	Iteration 1F: 3 clusters Score -445991.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -446277.343750 Penalty: 2518.070312
	Iteration 2F: 3 clusters Score -446277.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -446505.406250 Penalty: 2518.070312
	Iteration 3F: 3 clusters Score -446505.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -446712.125000 Penalty: 2518.070312
	Iteration 4F: 3 clusters Score -446712.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -446869.656250 Penalty: 2518.070312
	Iteration 5Q: 3 clusters Score -446869.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -446980.406250 Penalty: 2518.070312
	Iteration 6Q: 3 clusters Score -446980.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -447074.750000 Penalty: 2518.070312
	Iteration 7Q: 3 clusters Score -447074.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -447153.625000 Penalty: 2518.070312
	Iteration 8Q: 3 clusters Score -447153.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -447219.625000 Penalty: 2518.070312
	Iteration 9Q: 3 clusters Score -447219.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -447268.843750 Penalty: 2518.070312
	Iteration 10Q: 3 clusters Score -447268.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -447304.906250 Penalty: 2518.070312
	Iteration 11Q: 3 clusters Score -447304.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -447335.406250 Penalty: 2518.070312
	Iteration 12Q: 3 clusters Score -447335.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -447358.468750 Penalty: 2518.070312
	Iteration 13Q: 3 clusters Score -447358.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -447380.500000 Penalty: 2518.070312
	Iteration 14Q: 3 clusters Score -447380.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -447402.937500 Penalty: 2518.070312
	Iteration 15Q: 3 clusters Score -447402.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -447422.593750 Penalty: 2518.070312
	Iteration 16Q: 3 clusters Score -447422.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -447438.906250 Penalty: 2518.070312
	Iteration 17Q: 3 clusters Score -447438.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -447459.343750 Penalty: 2518.070312
	Iteration 18Q: 3 clusters Score -447459.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -447481.062500 Penalty: 2518.070312
	Iteration 19Q: 3 clusters Score -447481.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -447498.625000 Penalty: 2518.070312
	Iteration 20F: 3 clusters Score -447498.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -447516.906250 Penalty: 2518.070312
	Iteration 21Q: 3 clusters Score -447516.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -447533.718750 Penalty: 2518.070312
	Iteration 22Q: 3 clusters Score -447533.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -447547.812500 Penalty: 2518.070312
	Iteration 23Q: 3 clusters Score -447547.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -447563.687500 Penalty: 2518.070312
	Iteration 24Q: 3 clusters Score -447563.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -447580.718750 Penalty: 2518.070312
	Iteration 25Q: 3 clusters Score -447580.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -447602.218750 Penalty: 2518.070312
	Iteration 26Q: 3 clusters Score -447602.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -447618.718750 Penalty: 2518.070312
	Iteration 27Q: 3 clusters Score -447618.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -447639.968750 Penalty: 2518.070312
	Iteration 28Q: 3 clusters Score -447640 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -447665.906250 Penalty: 2518.070312
	Iteration 29Q: 3 clusters Score -447665.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -447694.062500 Penalty: 2518.070312
	Iteration 30Q: 3 clusters Score -447694.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -447721.687500 Penalty: 2518.070312
	Iteration 31Q: 3 clusters Score -447721.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -447741.562500 Penalty: 2518.070312
	Iteration 32Q: 3 clusters Score -447741.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -447753.406250 Penalty: 2518.070312
	Iteration 33Q: 3 clusters Score -447753.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -447761.093750 Penalty: 2518.070312
	Iteration 34Q: 3 clusters Score -447761.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -447766.281250 Penalty: 2518.070312
	Iteration 35Q: 3 clusters Score -447766.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -447773.781250 Penalty: 2518.070312
	Iteration 36Q: 3 clusters Score -447773.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -447776.937500 Penalty: 2518.070312
	Iteration 37Q: 3 clusters Score -447776.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -447780.781250 Penalty: 2518.070312
	Iteration 38Q: 3 clusters Score -447780.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -447783.656250 Penalty: 2518.070312
	Iteration 39Q: 3 clusters Score -447783.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -447785.843750 Penalty: 2518.070312
	Iteration 40F: 3 clusters Score -447785.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -447788.187500 Penalty: 2518.070312
	Iteration 41Q: 3 clusters Score -447788.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -447790.000000 Penalty: 2518.070312
	Iteration 42Q: 3 clusters Score -447790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -447792.218750 Penalty: 2518.070312
	Iteration 43Q: 3 clusters Score -447792.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -447793.156250 Penalty: 2518.070312
	Iteration 44Q: 3 clusters Score -447793.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -447794.312500 Penalty: 2518.070312
	Iteration 45Q: 3 clusters Score -447794.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -447795.437500 Penalty: 2518.070312
	Iteration 46Q: 3 clusters Score -447795.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -447795.281250 Penalty: 2518.070312
	Iteration 47Q: 3 clusters Score -447795.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -447795.906250 Penalty: 2518.070312
	Iteration 48Q: 3 clusters Score -447795.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -447795.906250 Penalty: 2518.070312
	Iteration 49F: 3 clusters Score -447795.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Entering Unmasked Estep 
Score: -400911.031250 Penalty: 1245.744019
	Iteration 0F: 2 clusters Score -400911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -397633.812500 Penalty: 2491.488037
	Iteration 0F: 3 clusters Score -397633.8 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -398549.375000 Penalty: 2491.488037
	Iteration 1F: 3 clusters Score -398549.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -398770.656250 Penalty: 2491.488037
	Iteration 2F: 3 clusters Score -398770.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -398910.375000 Penalty: 2491.488037
	Iteration 3F: 3 clusters Score -398910.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -399011.437500 Penalty: 2491.488037
	Iteration 4Q: 3 clusters Score -399011.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -399081.468750 Penalty: 2491.488037
	Iteration 5Q: 3 clusters Score -399081.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -399131.437500 Penalty: 2491.488037
	Iteration 6Q: 3 clusters Score -399131.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -399182.218750 Penalty: 2491.488037
	Iteration 7Q: 3 clusters Score -399182.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -399232.437500 Penalty: 2491.488037
	Iteration 8Q: 3 clusters Score -399232.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -399266.593750 Penalty: 2491.488037
	Iteration 9Q: 3 clusters Score -399266.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -399314.468750 Penalty: 2491.488037
	Iteration 10Q: 3 clusters Score -399314.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -399365.156250 Penalty: 2491.488037
	Iteration 11Q: 3 clusters Score -399365.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -399408.281250 Penalty: 2491.488037
	Iteration 12Q: 3 clusters Score -399408.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -399451.781250 Penalty: 2491.488037
	Iteration 13Q: 3 clusters Score -399451.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -399501.468750 Penalty: 2491.488037
	Iteration 14Q: 3 clusters Score -399501.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -399548.843750 Penalty: 2491.488037
	Iteration 15Q: 3 clusters Score -399548.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -399609.593750 Penalty: 2491.488037
	Iteration 16Q: 3 clusters Score -399609.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -399668.500000 Penalty: 2491.488037
	Iteration 17Q: 3 clusters Score -399668.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -399719.218750 Penalty: 2491.488037
	Iteration 18Q: 3 clusters Score -399719.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -399752.343750 Penalty: 2491.488037
	Iteration 19Q: 3 clusters Score -399752.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -399791.250000 Penalty: 2491.488037
	Iteration 20F: 3 clusters Score -399791.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -399837.500000 Penalty: 2491.488037
	Iteration 21Q: 3 clusters Score -399837.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -399877.125000 Penalty: 2491.488037
	Iteration 22Q: 3 clusters Score -399877.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -399911.218750 Penalty: 2491.488037
	Iteration 23Q: 3 clusters Score -399911.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -399938.468750 Penalty: 2491.488037
	Iteration 24Q: 3 clusters Score -399938.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -399961.062500 Penalty: 2491.488037
	Iteration 25Q: 3 clusters Score -399961.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -399975.187500 Penalty: 2491.488037
	Iteration 26Q: 3 clusters Score -399975.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -399985.031250 Penalty: 2491.488037
	Iteration 27Q: 3 clusters Score -399985 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -399993.125000 Penalty: 2491.488037
	Iteration 28Q: 3 clusters Score -399993.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -399994.156250 Penalty: 2491.488037
	Iteration 29Q: 3 clusters Score -399994.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -399999.281250 Penalty: 2491.488037
	Iteration 30Q: 3 clusters Score -399999.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -400002.312500 Penalty: 2491.488037
	Iteration 31Q: 3 clusters Score -400002.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -400004.500000 Penalty: 2491.488037
	Iteration 32Q: 3 clusters Score -400004.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -400007.937500 Penalty: 2491.488037
	Iteration 33Q: 3 clusters Score -400007.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -400010.968750 Penalty: 2491.488037
	Iteration 34Q: 3 clusters Score -400011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -400015.843750 Penalty: 2491.488037
	Iteration 35Q: 3 clusters Score -400015.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -400019.750000 Penalty: 2491.488037
	Iteration 36Q: 3 clusters Score -400019.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -400023.312500 Penalty: 2491.488037
	Iteration 37Q: 3 clusters Score -400023.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -400025.625000 Penalty: 2491.488037
	Iteration 38Q: 3 clusters Score -400025.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -400031.343750 Penalty: 2491.488037
	Iteration 39Q: 3 clusters Score -400031.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -400046.843750 Penalty: 2491.488037
	Iteration 40F: 3 clusters Score -400046.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -400057.250000 Penalty: 2491.488037
	Iteration 41Q: 3 clusters Score -400057.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -400070.468750 Penalty: 2491.488037
	Iteration 42Q: 3 clusters Score -400070.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -400080.812500 Penalty: 2491.488037
	Iteration 43Q: 3 clusters Score -400080.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -400087.500000 Penalty: 2491.488037
	Iteration 44Q: 3 clusters Score -400087.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -400090.531250 Penalty: 2491.488037
	Iteration 45Q: 3 clusters Score -400090.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -400095.343750 Penalty: 2491.488037
	Iteration 46Q: 3 clusters Score -400095.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -400101.718750 Penalty: 2491.488037
	Iteration 47Q: 3 clusters Score -400101.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -400108.750000 Penalty: 2491.488037
	Iteration 48Q: 3 clusters Score -400108.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -400114.406250 Penalty: 2491.488037
	Iteration 49Q: 3 clusters Score -400114.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -400117.531250 Penalty: 2491.488037
	Iteration 50Q: 3 clusters Score -400117.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -400121.500000 Penalty: 2491.488037
	Iteration 51Q: 3 clusters Score -400121.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -400125.625000 Penalty: 2491.488037
	Iteration 52Q: 3 clusters Score -400125.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -400129.187500 Penalty: 2491.488037
	Iteration 53Q: 3 clusters Score -400129.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -400131.250000 Penalty: 2491.488037
	Iteration 54Q: 3 clusters Score -400131.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -400134.187500 Penalty: 2491.488037
	Iteration 55Q: 3 clusters Score -400134.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -400135.937500 Penalty: 2491.488037
	Iteration 56Q: 3 clusters Score -400135.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -400136.125000 Penalty: 2491.488037
	Iteration 57Q: 3 clusters Score -400136.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -400137.625000 Penalty: 2491.488037
	Iteration 58Q: 3 clusters Score -400137.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -400137.500000 Penalty: 2491.488037
	Iteration 59Q: 3 clusters Score -400137.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -400140.156250 Penalty: 2491.488037
	Iteration 60F: 3 clusters Score -400140.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -400140.718750 Penalty: 2491.488037
	Iteration 61Q: 3 clusters Score -400140.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -400141.187500 Penalty: 2491.488037
	Iteration 62Q: 3 clusters Score -400141.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -400141.531250 Penalty: 2491.488037
	Iteration 63Q: 3 clusters Score -400141.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -400141.531250 Penalty: 2491.488037
	Iteration 64F: 3 clusters Score -400141.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Entering Unmasked Estep 
Score: -1616445.375000 Penalty: 1435.114624
	Iteration 0F: 2 clusters Score -1616445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1606297.875000 Penalty: 2870.229248
	Iteration 0F: 3 clusters Score -1606298 nChanged 6634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1609946.625000 Penalty: 2870.229248
	Iteration 1F: 3 clusters Score -1609947 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1610395.000000 Penalty: 2870.229248
	Iteration 2F: 3 clusters Score -1610395 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1610787.500000 Penalty: 2870.229248
	Iteration 3F: 3 clusters Score -1610788 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1611206.125000 Penalty: 2870.229248
	Iteration 4F: 3 clusters Score -1611206 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1611625.750000 Penalty: 2870.229248
	Iteration 5F: 3 clusters Score -1611626 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1612057.375000 Penalty: 2870.229248
	Iteration 6F: 3 clusters Score -1612057 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1612437.000000 Penalty: 2870.229248
	Iteration 7Q: 3 clusters Score -1612437 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1612756.000000 Penalty: 2870.229248
	Iteration 8Q: 3 clusters Score -1612756 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1613001.875000 Penalty: 2870.229248
	Iteration 9Q: 3 clusters Score -1613002 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1613228.000000 Penalty: 2870.229248
	Iteration 10Q: 3 clusters Score -1613228 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -1613419.500000 Penalty: 2870.229248
	Iteration 11Q: 3 clusters Score -1613420 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1613591.375000 Penalty: 2870.229248
	Iteration 12Q: 3 clusters Score -1613591 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -1613757.750000 Penalty: 2870.229248
	Iteration 13Q: 3 clusters Score -1613758 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -1613910.125000 Penalty: 2870.229248
	Iteration 14Q: 3 clusters Score -1613910 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -1614065.000000 Penalty: 2870.229248
	Iteration 15Q: 3 clusters Score -1614065 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -1614225.375000 Penalty: 2870.229248
	Iteration 16Q: 3 clusters Score -1614225 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -1614351.625000 Penalty: 2870.229248
	Iteration 17Q: 3 clusters Score -1614352 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -1614451.625000 Penalty: 2870.229248
	Iteration 18Q: 3 clusters Score -1614452 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -1614548.000000 Penalty: 2870.229248
	Iteration 19Q: 3 clusters Score -1614548 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -1614630.250000 Penalty: 2870.229248
	Iteration 20F: 3 clusters Score -1614630 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -1614716.750000 Penalty: 2870.229248
	Iteration 21Q: 3 clusters Score -1614717 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -1614795.625000 Penalty: 2870.229248
	Iteration 22Q: 3 clusters Score -1614796 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -1614863.500000 Penalty: 2870.229248
	Iteration 23Q: 3 clusters Score -1614864 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -1614911.125000 Penalty: 2870.229248
	Iteration 24Q: 3 clusters Score -1614911 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -1614952.250000 Penalty: 2870.229248
	Iteration 25Q: 3 clusters Score -1614952 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -1614987.750000 Penalty: 2870.229248
	Iteration 26Q: 3 clusters Score -1614988 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -1615023.125000 Penalty: 2870.229248
	Iteration 27Q: 3 clusters Score -1615023 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -1615050.000000 Penalty: 2870.229248
	Iteration 28Q: 3 clusters Score -1615050 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -1615075.750000 Penalty: 2870.229248
	Iteration 29Q: 3 clusters Score -1615076 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -1615095.875000 Penalty: 2870.229248
	Iteration 30Q: 3 clusters Score -1615096 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -1615113.500000 Penalty: 2870.229248
	Iteration 31Q: 3 clusters Score -1615114 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -1615136.000000 Penalty: 2870.229248
	Iteration 32Q: 3 clusters Score -1615136 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -1615156.750000 Penalty: 2870.229248
	Iteration 33Q: 3 clusters Score -1615157 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -1615174.000000 Penalty: 2870.229248
	Iteration 34Q: 3 clusters Score -1615174 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -1615182.750000 Penalty: 2870.229248
	Iteration 35Q: 3 clusters Score -1615183 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -1615198.500000 Penalty: 2870.229248
	Iteration 36Q: 3 clusters Score -1615198 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -1615215.875000 Penalty: 2870.229248
	Iteration 37Q: 3 clusters Score -1615216 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -1615223.000000 Penalty: 2870.229248
	Iteration 38Q: 3 clusters Score -1615223 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -1615230.500000 Penalty: 2870.229248
	Iteration 39Q: 3 clusters Score -1615230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -1615236.875000 Penalty: 2870.229248
	Iteration 40F: 3 clusters Score -1615237 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -1615242.625000 Penalty: 2870.229248
	Iteration 41Q: 3 clusters Score -1615243 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -1615245.750000 Penalty: 2870.229248
	Iteration 42Q: 3 clusters Score -1615246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -1615255.375000 Penalty: 2870.229248
	Iteration 43Q: 3 clusters Score -1615255 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -1615258.250000 Penalty: 2870.229248
	Iteration 44Q: 3 clusters Score -1615258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -1615268.000000 Penalty: 2870.229248
	Iteration 45Q: 3 clusters Score -1615268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -1615273.625000 Penalty: 2870.229248
	Iteration 46Q: 3 clusters Score -1615274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -1615277.625000 Penalty: 2870.229248
	Iteration 47Q: 3 clusters Score -1615278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -1615280.250000 Penalty: 2870.229248
	Iteration 48Q: 3 clusters Score -1615280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -1615281.375000 Penalty: 2870.229248
	Iteration 49Q: 3 clusters Score -1615281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -1615283.250000 Penalty: 2870.229248
	Iteration 50Q: 3 clusters Score -1615283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -1615281.500000 Penalty: 2870.229248
	Iteration 51Q: 3 clusters Score -1615282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -1615282.375000 Penalty: 2870.229248
	Iteration 52Q: 3 clusters Score -1615282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -1615282.875000 Penalty: 2870.229248
	Iteration 53Q: 3 clusters Score -1615283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -1615282.875000 Penalty: 2870.229248
	Iteration 54Q: 3 clusters Score -1615283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -1615284.125000 Penalty: 2870.229248
	Iteration 55Q: 3 clusters Score -1615284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -1615284.125000 Penalty: 2870.229248
	Iteration 56F: 3 clusters Score -1615284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (16151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Entering Unmasked Estep 
Score: -1695372.875000 Penalty: 1441.832886
	Iteration 0F: 2 clusters Score -1695373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1684684.875000 Penalty: 2883.665771
	Iteration 0F: 3 clusters Score -1684685 nChanged 6982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1688432.250000 Penalty: 2883.665771
	Iteration 1F: 3 clusters Score -1688432 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1688866.875000 Penalty: 2883.665771
	Iteration 2F: 3 clusters Score -1688867 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1689291.375000 Penalty: 2883.665771
	Iteration 3F: 3 clusters Score -1689291 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1689720.625000 Penalty: 2883.665771
	Iteration 4F: 3 clusters Score -1689721 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1690173.375000 Penalty: 2883.665771
	Iteration 5F: 3 clusters Score -1690173 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1690708.500000 Penalty: 2883.665771
	Iteration 6F: 3 clusters Score -1690708 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1691219.250000 Penalty: 2883.665771
	Iteration 7F: 3 clusters Score -1691219 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -1691651.125000 Penalty: 2883.665771
	Iteration 8Q: 3 clusters Score -1691651 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -1692009.125000 Penalty: 2883.665771
	Iteration 9Q: 3 clusters Score -1692009 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -1692346.875000 Penalty: 2883.665771
	Iteration 10Q: 3 clusters Score -1692347 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -1692614.375000 Penalty: 2883.665771
	Iteration 11Q: 3 clusters Score -1692614 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -1692841.375000 Penalty: 2883.665771
	Iteration 12Q: 3 clusters Score -1692841 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -1693017.875000 Penalty: 2883.665771
	Iteration 13Q: 3 clusters Score -1693018 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -1693197.250000 Penalty: 2883.665771
	Iteration 14Q: 3 clusters Score -1693197 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -1693354.125000 Penalty: 2883.665771
	Iteration 15Q: 3 clusters Score -1693354 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -1693458.000000 Penalty: 2883.665771
	Iteration 16Q: 3 clusters Score -1693458 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -1693552.000000 Penalty: 2883.665771
	Iteration 17Q: 3 clusters Score -1693552 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -1693623.375000 Penalty: 2883.665771
	Iteration 18Q: 3 clusters Score -1693623 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -1693681.625000 Penalty: 2883.665771
	Iteration 19Q: 3 clusters Score -1693682 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -1693754.375000 Penalty: 2883.665771
	Iteration 20F: 3 clusters Score -1693754 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -1693812.000000 Penalty: 2883.665771
	Iteration 21Q: 3 clusters Score -1693812 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -1693851.125000 Penalty: 2883.665771
	Iteration 22Q: 3 clusters Score -1693851 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -1693887.750000 Penalty: 2883.665771
	Iteration 23Q: 3 clusters Score -1693888 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -1693925.000000 Penalty: 2883.665771
	Iteration 24Q: 3 clusters Score -1693925 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -1693956.250000 Penalty: 2883.665771
	Iteration 25Q: 3 clusters Score -1693956 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -1693978.125000 Penalty: 2883.665771
	Iteration 26Q: 3 clusters Score -1693978 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -1693992.125000 Penalty: 2883.665771
	Iteration 27Q: 3 clusters Score -1693992 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -1693997.125000 Penalty: 2883.665771
	Iteration 28Q: 3 clusters Score -1693997 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -1694013.500000 Penalty: 2883.665771
	Iteration 29Q: 3 clusters Score -1694014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -1694020.250000 Penalty: 2883.665771
	Iteration 30Q: 3 clusters Score -1694020 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -1694027.750000 Penalty: 2883.665771
	Iteration 31Q: 3 clusters Score -1694028 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -1694042.125000 Penalty: 2883.665771
	Iteration 32Q: 3 clusters Score -1694042 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -1694053.375000 Penalty: 2883.665771
	Iteration 33Q: 3 clusters Score -1694053 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -1694064.750000 Penalty: 2883.665771
	Iteration 34Q: 3 clusters Score -1694065 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -1694072.250000 Penalty: 2883.665771
	Iteration 35Q: 3 clusters Score -1694072 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -1694085.500000 Penalty: 2883.665771
	Iteration 36Q: 3 clusters Score -1694086 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -1694102.375000 Penalty: 2883.665771
	Iteration 37Q: 3 clusters Score -1694102 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -1694113.500000 Penalty: 2883.665771
	Iteration 38Q: 3 clusters Score -1694114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -1694111.625000 Penalty: 2883.665771
	Iteration 39Q: 3 clusters Score -1694112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -1694117.375000 Penalty: 2883.665771
	Iteration 40F: 3 clusters Score -1694117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -1694119.875000 Penalty: 2883.665771
	Iteration 41Q: 3 clusters Score -1694120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -1694117.125000 Penalty: 2883.665771
	Iteration 42Q: 3 clusters Score -1694117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -1694117.625000 Penalty: 2883.665771
	Iteration 43Q: 3 clusters Score -1694118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -1694119.000000 Penalty: 2883.665771
	Iteration 44Q: 3 clusters Score -1694119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -1694118.125000 Penalty: 2883.665771
	Iteration 45Q: 3 clusters Score -1694118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -1694120.750000 Penalty: 2883.665771
	Iteration 46Q: 3 clusters Score -1694121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -1694123.000000 Penalty: 2883.665771
	Iteration 47Q: 3 clusters Score -1694123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -1694121.750000 Penalty: 2883.665771
	Iteration 48Q: 3 clusters Score -1694122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -1694123.250000 Penalty: 2883.665771
	Iteration 49Q: 3 clusters Score -1694123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -1694124.750000 Penalty: 2883.665771
	Iteration 50Q: 3 clusters Score -1694125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -1694124.250000 Penalty: 2883.665771
	Iteration 51Q: 3 clusters Score -1694124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -1694124.375000 Penalty: 2883.665771
	Iteration 52Q: 3 clusters Score -1694124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -1694122.250000 Penalty: 2883.665771
	Iteration 53Q: 3 clusters Score -1694122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -1694122.250000 Penalty: 2883.665771
	Iteration 54F: 3 clusters Score -1694122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Entering Unmasked Estep 
Score: -723754.000000 Penalty: 1327.015503
	Iteration 0F: 2 clusters Score -723754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -718579.750000 Penalty: 2654.031006
	Iteration 0F: 3 clusters Score -718579.8 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -720177.687500 Penalty: 2654.031006
	Iteration 1F: 3 clusters Score -720177.7 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -720471.562500 Penalty: 2654.031006
	Iteration 2F: 3 clusters Score -720471.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -720689.250000 Penalty: 2654.031006
	Iteration 3F: 3 clusters Score -720689.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -720895.937500 Penalty: 2654.031006
	Iteration 4Q: 3 clusters Score -720895.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -721061.062500 Penalty: 2654.031006
	Iteration 5Q: 3 clusters Score -721061.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -721203.562500 Penalty: 2654.031006
	Iteration 6Q: 3 clusters Score -721203.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -721315.937500 Penalty: 2654.031006
	Iteration 7Q: 3 clusters Score -721315.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -721404.000000 Penalty: 2654.031006
	Iteration 8Q: 3 clusters Score -721404 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -721485.187500 Penalty: 2654.031006
	Iteration 9Q: 3 clusters Score -721485.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -721556.312500 Penalty: 2654.031006
	Iteration 10Q: 3 clusters Score -721556.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -721628.750000 Penalty: 2654.031006
	Iteration 11Q: 3 clusters Score -721628.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -721731.437500 Penalty: 2654.031006
	Iteration 12Q: 3 clusters Score -721731.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -721822.562500 Penalty: 2654.031006
	Iteration 13Q: 3 clusters Score -721822.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -721915.000000 Penalty: 2654.031006
	Iteration 14Q: 3 clusters Score -721915 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -721979.750000 Penalty: 2654.031006
	Iteration 15Q: 3 clusters Score -721979.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -722041.375000 Penalty: 2654.031006
	Iteration 16Q: 3 clusters Score -722041.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -722087.312500 Penalty: 2654.031006
	Iteration 17Q: 3 clusters Score -722087.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -722154.937500 Penalty: 2654.031006
	Iteration 18Q: 3 clusters Score -722154.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -722218.625000 Penalty: 2654.031006
	Iteration 19Q: 3 clusters Score -722218.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -722272.250000 Penalty: 2654.031006
	Iteration 20F: 3 clusters Score -722272.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -722321.125000 Penalty: 2654.031006
	Iteration 21Q: 3 clusters Score -722321.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -722356.250000 Penalty: 2654.031006
	Iteration 22Q: 3 clusters Score -722356.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -722393.687500 Penalty: 2654.031006
	Iteration 23Q: 3 clusters Score -722393.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -722421.687500 Penalty: 2654.031006
	Iteration 24Q: 3 clusters Score -722421.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -722447.750000 Penalty: 2654.031006
	Iteration 25Q: 3 clusters Score -722447.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -722475.125000 Penalty: 2654.031006
	Iteration 26Q: 3 clusters Score -722475.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -722499.250000 Penalty: 2654.031006
	Iteration 27Q: 3 clusters Score -722499.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -722525.000000 Penalty: 2654.031006
	Iteration 28Q: 3 clusters Score -722525 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -722542.062500 Penalty: 2654.031006
	Iteration 29Q: 3 clusters Score -722542.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -722555.937500 Penalty: 2654.031006
	Iteration 30Q: 3 clusters Score -722555.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -722573.500000 Penalty: 2654.031006
	Iteration 31Q: 3 clusters Score -722573.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -722584.250000 Penalty: 2654.031006
	Iteration 32Q: 3 clusters Score -722584.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -722597.687500 Penalty: 2654.031006
	Iteration 33Q: 3 clusters Score -722597.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -722609.687500 Penalty: 2654.031006
	Iteration 34Q: 3 clusters Score -722609.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -722622.750000 Penalty: 2654.031006
	Iteration 35Q: 3 clusters Score -722622.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -722636.250000 Penalty: 2654.031006
	Iteration 36Q: 3 clusters Score -722636.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -722652.812500 Penalty: 2654.031006
	Iteration 37Q: 3 clusters Score -722652.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -722668.500000 Penalty: 2654.031006
	Iteration 38Q: 3 clusters Score -722668.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -722686.437500 Penalty: 2654.031006
	Iteration 39Q: 3 clusters Score -722686.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -722703.062500 Penalty: 2654.031006
	Iteration 40F: 3 clusters Score -722703.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -722717.562500 Penalty: 2654.031006
	Iteration 41Q: 3 clusters Score -722717.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -722729.687500 Penalty: 2654.031006
	Iteration 42Q: 3 clusters Score -722729.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -722742.687500 Penalty: 2654.031006
	Iteration 43Q: 3 clusters Score -722742.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -722752.187500 Penalty: 2654.031006
	Iteration 44Q: 3 clusters Score -722752.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -722759.375000 Penalty: 2654.031006
	Iteration 45Q: 3 clusters Score -722759.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -722770.875000 Penalty: 2654.031006
	Iteration 46Q: 3 clusters Score -722770.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -722782.562500 Penalty: 2654.031006
	Iteration 47Q: 3 clusters Score -722782.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -722795.312500 Penalty: 2654.031006
	Iteration 48Q: 3 clusters Score -722795.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -722805.187500 Penalty: 2654.031006
	Iteration 49Q: 3 clusters Score -722805.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -722813.625000 Penalty: 2654.031006
	Iteration 50Q: 3 clusters Score -722813.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -722815.375000 Penalty: 2654.031006
	Iteration 51Q: 3 clusters Score -722815.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -722819.812500 Penalty: 2654.031006
	Iteration 52Q: 3 clusters Score -722819.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -722822.187500 Penalty: 2654.031006
	Iteration 53Q: 3 clusters Score -722822.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -722829.375000 Penalty: 2654.031006
	Iteration 54Q: 3 clusters Score -722829.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -722833.250000 Penalty: 2654.031006
	Iteration 55Q: 3 clusters Score -722833.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -722836.187500 Penalty: 2654.031006
	Iteration 56Q: 3 clusters Score -722836.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -722837.000000 Penalty: 2654.031006
	Iteration 57Q: 3 clusters Score -722837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -722837.625000 Penalty: 2654.031006
	Iteration 58Q: 3 clusters Score -722837.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -722840.500000 Penalty: 2654.031006
	Iteration 59Q: 3 clusters Score -722840.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -722841.125000 Penalty: 2654.031006
	Iteration 60F: 3 clusters Score -722841.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -722842.625000 Penalty: 2654.031006
	Iteration 61Q: 3 clusters Score -722842.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -722844.062500 Penalty: 2654.031006
	Iteration 62Q: 3 clusters Score -722844.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -722845.000000 Penalty: 2654.031006
	Iteration 63Q: 3 clusters Score -722845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -722847.687500 Penalty: 2654.031006
	Iteration 64Q: 3 clusters Score -722847.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -722848.750000 Penalty: 2654.031006
	Iteration 65Q: 3 clusters Score -722848.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -722847.812500 Penalty: 2654.031006
	Iteration 66Q: 3 clusters Score -722847.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -722847.500000 Penalty: 2654.031006
	Iteration 67Q: 3 clusters Score -722847.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -722850.062500 Penalty: 2654.031006
	Iteration 68Q: 3 clusters Score -722850.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -722850.937500 Penalty: 2654.031006
	Iteration 69Q: 3 clusters Score -722850.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -722854.562500 Penalty: 2654.031006
	Iteration 70Q: 3 clusters Score -722854.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -722855.875000 Penalty: 2654.031006
	Iteration 71Q: 3 clusters Score -722855.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -722855.812500 Penalty: 2654.031006
	Iteration 72Q: 3 clusters Score -722855.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -722855.812500 Penalty: 2654.031006
	Iteration 73F: 3 clusters Score -722855.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (20909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Entering Unmasked Estep 
Score: -2138431.500000 Penalty: 1480.252808
	Iteration 0F: 2 clusters Score -2138432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -2124696.000000 Penalty: 2960.505615
	Iteration 0F: 3 clusters Score -2124696 nChanged 9336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -2129770.000000 Penalty: 2960.505615
	Iteration 1F: 3 clusters Score -2129770 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -2130204.000000 Penalty: 2960.505615
	Iteration 2F: 3 clusters Score -2130204 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -2130549.500000 Penalty: 2960.505615
	Iteration 3Q: 3 clusters Score -2130550 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -2130826.750000 Penalty: 2960.505615
	Iteration 4Q: 3 clusters Score -2130827 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -2131116.000000 Penalty: 2960.505615
	Iteration 5Q: 3 clusters Score -2131116 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -2131372.500000 Penalty: 2960.505615
	Iteration 6Q: 3 clusters Score -2131372 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -2131600.250000 Penalty: 2960.505615
	Iteration 7Q: 3 clusters Score -2131600 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -2131855.000000 Penalty: 2960.505615
	Iteration 8Q: 3 clusters Score -2131855 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -2132121.500000 Penalty: 2960.505615
	Iteration 9Q: 3 clusters Score -2132122 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -2132430.750000 Penalty: 2960.505615
	Iteration 10Q: 3 clusters Score -2132431 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -2132747.500000 Penalty: 2960.505615
	Iteration 11Q: 3 clusters Score -2132748 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -2133088.250000 Penalty: 2960.505615
	Iteration 12Q: 3 clusters Score -2133088 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -2133447.000000 Penalty: 2960.505615
	Iteration 13Q: 3 clusters Score -2133447 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -2133816.750000 Penalty: 2960.505615
	Iteration 14Q: 3 clusters Score -2133817 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -2134124.000000 Penalty: 2960.505615
	Iteration 15Q: 3 clusters Score -2134124 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -2134375.500000 Penalty: 2960.505615
	Iteration 16Q: 3 clusters Score -2134376 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -2134572.000000 Penalty: 2960.505615
	Iteration 17Q: 3 clusters Score -2134572 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -2134730.000000 Penalty: 2960.505615
	Iteration 18Q: 3 clusters Score -2134730 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -2134860.500000 Penalty: 2960.505615
	Iteration 19Q: 3 clusters Score -2134860 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -2134972.000000 Penalty: 2960.505615
	Iteration 20F: 3 clusters Score -2134972 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -2135109.750000 Penalty: 2960.505615
	Iteration 21Q: 3 clusters Score -2135110 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -2135244.000000 Penalty: 2960.505615
	Iteration 22Q: 3 clusters Score -2135244 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -2135359.750000 Penalty: 2960.505615
	Iteration 23Q: 3 clusters Score -2135360 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -2135476.750000 Penalty: 2960.505615
	Iteration 24Q: 3 clusters Score -2135477 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -2135606.000000 Penalty: 2960.505615
	Iteration 25Q: 3 clusters Score -2135606 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -2135723.750000 Penalty: 2960.505615
	Iteration 26Q: 3 clusters Score -2135724 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -2135854.000000 Penalty: 2960.505615
	Iteration 27Q: 3 clusters Score -2135854 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -2135976.250000 Penalty: 2960.505615
	Iteration 28Q: 3 clusters Score -2135976 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -2136099.500000 Penalty: 2960.505615
	Iteration 29Q: 3 clusters Score -2136100 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -2136229.000000 Penalty: 2960.505615
	Iteration 30Q: 3 clusters Score -2136229 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -2136348.750000 Penalty: 2960.505615
	Iteration 31Q: 3 clusters Score -2136349 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -2136462.500000 Penalty: 2960.505615
	Iteration 32Q: 3 clusters Score -2136462 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -2136564.250000 Penalty: 2960.505615
	Iteration 33Q: 3 clusters Score -2136564 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -2136661.500000 Penalty: 2960.505615
	Iteration 34Q: 3 clusters Score -2136662 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -2136748.500000 Penalty: 2960.505615
	Iteration 35Q: 3 clusters Score -2136748 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -2136856.000000 Penalty: 2960.505615
	Iteration 36Q: 3 clusters Score -2136856 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -2136933.500000 Penalty: 2960.505615
	Iteration 37Q: 3 clusters Score -2136934 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -2137007.500000 Penalty: 2960.505615
	Iteration 38Q: 3 clusters Score -2137008 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -2137067.750000 Penalty: 2960.505615
	Iteration 39Q: 3 clusters Score -2137068 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -2137109.500000 Penalty: 2960.505615
	Iteration 40F: 3 clusters Score -2137110 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -2137145.500000 Penalty: 2960.505615
	Iteration 41Q: 3 clusters Score -2137146 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -2137190.250000 Penalty: 2960.505615
	Iteration 42Q: 3 clusters Score -2137190 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -2137219.250000 Penalty: 2960.505615
	Iteration 43Q: 3 clusters Score -2137219 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -2137242.500000 Penalty: 2960.505615
	Iteration 44Q: 3 clusters Score -2137242 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -2137261.750000 Penalty: 2960.505615
	Iteration 45Q: 3 clusters Score -2137262 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -2137281.000000 Penalty: 2960.505615
	Iteration 46Q: 3 clusters Score -2137281 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -2137298.500000 Penalty: 2960.505615
	Iteration 47Q: 3 clusters Score -2137298 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -2137314.750000 Penalty: 2960.505615
	Iteration 48Q: 3 clusters Score -2137315 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -2137329.500000 Penalty: 2960.505615
	Iteration 49Q: 3 clusters Score -2137330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -2137341.000000 Penalty: 2960.505615
	Iteration 50Q: 3 clusters Score -2137341 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -2137346.000000 Penalty: 2960.505615
	Iteration 51Q: 3 clusters Score -2137346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -2137355.750000 Penalty: 2960.505615
	Iteration 52Q: 3 clusters Score -2137356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -2137356.500000 Penalty: 2960.505615
	Iteration 53Q: 3 clusters Score -2137356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -2137363.250000 Penalty: 2960.505615
	Iteration 54Q: 3 clusters Score -2137363 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -2137363.750000 Penalty: 2960.505615
	Iteration 55Q: 3 clusters Score -2137364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -2137365.750000 Penalty: 2960.505615
	Iteration 56Q: 3 clusters Score -2137366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -2137366.250000 Penalty: 2960.505615
	Iteration 57Q: 3 clusters Score -2137366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -2137366.250000 Penalty: 2960.505615
	Iteration 58F: 3 clusters Score -2137366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Entering Unmasked Estep 
Score: -980660.875000 Penalty: 1366.303467
	Iteration 0F: 2 clusters Score -980660.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -974053.500000 Penalty: 2732.606934
	Iteration 0F: 3 clusters Score -974053.5 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -976150.062500 Penalty: 2732.606934
	Iteration 1F: 3 clusters Score -976150.1 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -976454.187500 Penalty: 2732.606934
	Iteration 2F: 3 clusters Score -976454.2 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -976697.250000 Penalty: 2732.606934
	Iteration 3F: 3 clusters Score -976697.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -976893.625000 Penalty: 2732.606934
	Iteration 4Q: 3 clusters Score -976893.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -977075.250000 Penalty: 2732.606934
	Iteration 5Q: 3 clusters Score -977075.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -977219.750000 Penalty: 2732.606934
	Iteration 6Q: 3 clusters Score -977219.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -977379.500000 Penalty: 2732.606934
	Iteration 7Q: 3 clusters Score -977379.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -977536.937500 Penalty: 2732.606934
	Iteration 8Q: 3 clusters Score -977536.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -977680.875000 Penalty: 2732.606934
	Iteration 9Q: 3 clusters Score -977680.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -977829.312500 Penalty: 2732.606934
	Iteration 10Q: 3 clusters Score -977829.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -977968.750000 Penalty: 2732.606934
	Iteration 11Q: 3 clusters Score -977968.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -978124.500000 Penalty: 2732.606934
	Iteration 12Q: 3 clusters Score -978124.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -978275.000000 Penalty: 2732.606934
	Iteration 13Q: 3 clusters Score -978275 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -978445.250000 Penalty: 2732.606934
	Iteration 14Q: 3 clusters Score -978445.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -978623.812500 Penalty: 2732.606934
	Iteration 15Q: 3 clusters Score -978623.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -978827.062500 Penalty: 2732.606934
	Iteration 16Q: 3 clusters Score -978827.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -979068.250000 Penalty: 2732.606934
	Iteration 17Q: 3 clusters Score -979068.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -979319.312500 Penalty: 2732.606934
	Iteration 18Q: 3 clusters Score -979319.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -979534.437500 Penalty: 2732.606934
	Iteration 19Q: 3 clusters Score -979534.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -979761.250000 Penalty: 2732.606934
	Iteration 20F: 3 clusters Score -979761.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -979985.187500 Penalty: 2732.606934
	Iteration 21Q: 3 clusters Score -979985.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -980206.250000 Penalty: 2732.606934
	Iteration 22Q: 3 clusters Score -980206.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -980381.687500 Penalty: 2732.606934
	Iteration 23Q: 3 clusters Score -980381.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -980488.687500 Penalty: 2732.606934
	Iteration 24Q: 3 clusters Score -980488.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -980554.500000 Penalty: 2732.606934
	Iteration 25Q: 3 clusters Score -980554.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -980595.312500 Penalty: 2732.606934
	Iteration 26Q: 3 clusters Score -980595.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -980617.625000 Penalty: 2732.606934
	Iteration 27Q: 3 clusters Score -980617.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -980626.000000 Penalty: 2732.606934
	Iteration 28Q: 3 clusters Score -980626 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -980639.562500 Penalty: 2732.606934
	Iteration 29Q: 3 clusters Score -980639.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -980641.687500 Penalty: 2732.606934
	Iteration 30Q: 3 clusters Score -980641.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -980649.125000 Penalty: 2732.606934
	Iteration 31Q: 3 clusters Score -980649.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -980652.875000 Penalty: 2732.606934
	Iteration 32Q: 3 clusters Score -980652.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -980655.000000 Penalty: 2732.606934
	Iteration 33Q: 3 clusters Score -980655 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -980655.000000 Penalty: 2732.606934
	Iteration 34Q: 3 clusters Score -980655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -980657.375000 Penalty: 2732.606934
	Iteration 35Q: 3 clusters Score -980657.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -980659.875000 Penalty: 2732.606934
	Iteration 36Q: 3 clusters Score -980659.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -980660.875000 Penalty: 2732.606934
	Iteration 37Q: 3 clusters Score -980660.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -980657.375000 Penalty: 2732.606934
	Iteration 38Q: 3 clusters Score -980657.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -980660.312500 Penalty: 2732.606934
	Iteration 39Q: 3 clusters Score -980660.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -980659.500000 Penalty: 2732.606934
	Iteration 40F: 3 clusters Score -980659.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -980658.062500 Penalty: 2732.606934
	Iteration 41Q: 3 clusters Score -980658.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -980658.750000 Penalty: 2732.606934
	Iteration 42Q: 3 clusters Score -980658.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -980660.625000 Penalty: 2732.606934
	Iteration 43Q: 3 clusters Score -980660.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -980660.625000 Penalty: 2732.606934
	Iteration 44F: 3 clusters Score -980660.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (22444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Entering Unmasked Estep 
Score: -2273583.750000 Penalty: 1490.794312
	Iteration 0F: 2 clusters Score -2273584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -2259015.500000 Penalty: 2981.588623
	Iteration 0F: 3 clusters Score -2259016 nChanged 9827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -2264419.250000 Penalty: 2981.588623
	Iteration 1F: 3 clusters Score -2264419 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -2264966.750000 Penalty: 2981.588623
	Iteration 2F: 3 clusters Score -2264967 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -2265462.250000 Penalty: 2981.588623
	Iteration 3F: 3 clusters Score -2265462 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -2265961.500000 Penalty: 2981.588623
	Iteration 4Q: 3 clusters Score -2265962 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -2266574.750000 Penalty: 2981.588623
	Iteration 5F: 3 clusters Score -2266575 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -2267392.000000 Penalty: 2981.588623
	Iteration 6F: 3 clusters Score -2267392 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -2268483.750000 Penalty: 2981.588623
	Iteration 7F: 3 clusters Score -2268484 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -2269696.000000 Penalty: 2981.588623
	Iteration 8F: 3 clusters Score -2269696 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -2270727.750000 Penalty: 2981.588623
	Iteration 9F: 3 clusters Score -2270728 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2271439.750000 Penalty: 2981.588623
	Iteration 10Q: 3 clusters Score -2271440 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2271871.500000 Penalty: 2981.588623
	Iteration 11Q: 3 clusters Score -2271872 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2272170.750000 Penalty: 2981.588623
	Iteration 12Q: 3 clusters Score -2272171 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2272366.500000 Penalty: 2981.588623
	Iteration 13Q: 3 clusters Score -2272366 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2272484.500000 Penalty: 2981.588623
	Iteration 14Q: 3 clusters Score -2272484 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2272556.000000 Penalty: 2981.588623
	Iteration 15Q: 3 clusters Score -2272556 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21659 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2272584.750000 Penalty: 2981.588623
	Iteration 16Q: 3 clusters Score -2272585 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2272606.000000 Penalty: 2981.588623
	Iteration 17Q: 3 clusters Score -2272606 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2272617.250000 Penalty: 2981.588623
	Iteration 18Q: 3 clusters Score -2272617 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2272621.750000 Penalty: 2981.588623
	Iteration 19Q: 3 clusters Score -2272622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2272627.000000 Penalty: 2981.588623
	Iteration 20F: 3 clusters Score -2272627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2272628.750000 Penalty: 2981.588623
	Iteration 21Q: 3 clusters Score -2272629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2272628.250000 Penalty: 2981.588623
	Iteration 22Q: 3 clusters Score -2272628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2272628.250000 Penalty: 2981.588623
	Iteration 23F: 3 clusters Score -2272628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (14799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Entering Unmasked Estep 
Score: -1536933.250000 Penalty: 1428.824463
	Iteration 0F: 2 clusters Score -1536933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1527278.750000 Penalty: 2857.648926
	Iteration 0F: 3 clusters Score -1527279 nChanged 6242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1530494.625000 Penalty: 2857.648926
	Iteration 1F: 3 clusters Score -1530495 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1530862.625000 Penalty: 2857.648926
	Iteration 2F: 3 clusters Score -1530863 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1531204.375000 Penalty: 2857.648926
	Iteration 3F: 3 clusters Score -1531204 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1531560.500000 Penalty: 2857.648926
	Iteration 4Q: 3 clusters Score -1531560 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1531938.500000 Penalty: 2857.648926
	Iteration 5Q: 3 clusters Score -1531938 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1532409.750000 Penalty: 2857.648926
	Iteration 6F: 3 clusters Score -1532410 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1533071.125000 Penalty: 2857.648926
	Iteration 7F: 3 clusters Score -1533071 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1533867.500000 Penalty: 2857.648926
	Iteration 8F: 3 clusters Score -1533868 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1534607.625000 Penalty: 2857.648926
	Iteration 9F: 3 clusters Score -1534608 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1535180.375000 Penalty: 2857.648926
	Iteration 10F: 3 clusters Score -1535180 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1535545.500000 Penalty: 2857.648926
	Iteration 11Q: 3 clusters Score -1535546 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1535758.625000 Penalty: 2857.648926
	Iteration 12Q: 3 clusters Score -1535759 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1535857.250000 Penalty: 2857.648926
	Iteration 13Q: 3 clusters Score -1535857 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1535910.375000 Penalty: 2857.648926
	Iteration 14Q: 3 clusters Score -1535910 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1535932.375000 Penalty: 2857.648926
	Iteration 15Q: 3 clusters Score -1535932 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1535948.625000 Penalty: 2857.648926
	Iteration 16Q: 3 clusters Score -1535949 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1535965.750000 Penalty: 2857.648926
	Iteration 17Q: 3 clusters Score -1535966 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1535980.250000 Penalty: 2857.648926
	Iteration 18Q: 3 clusters Score -1535980 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1535992.625000 Penalty: 2857.648926
	Iteration 19Q: 3 clusters Score -1535993 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1535998.750000 Penalty: 2857.648926
	Iteration 20F: 3 clusters Score -1535999 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1536004.750000 Penalty: 2857.648926
	Iteration 21Q: 3 clusters Score -1536005 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1536009.250000 Penalty: 2857.648926
	Iteration 22Q: 3 clusters Score -1536009 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1536016.750000 Penalty: 2857.648926
	Iteration 23Q: 3 clusters Score -1536017 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1536022.000000 Penalty: 2857.648926
	Iteration 24Q: 3 clusters Score -1536022 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1536029.000000 Penalty: 2857.648926
	Iteration 25Q: 3 clusters Score -1536029 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1536026.750000 Penalty: 2857.648926
	Iteration 26Q: 3 clusters Score -1536027 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1536029.125000 Penalty: 2857.648926
	Iteration 27Q: 3 clusters Score -1536029 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1536032.250000 Penalty: 2857.648926
	Iteration 28Q: 3 clusters Score -1536032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1536034.250000 Penalty: 2857.648926
	Iteration 29Q: 3 clusters Score -1536034 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1536039.375000 Penalty: 2857.648926
	Iteration 30Q: 3 clusters Score -1536039 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1536042.250000 Penalty: 2857.648926
	Iteration 31Q: 3 clusters Score -1536042 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1536043.375000 Penalty: 2857.648926
	Iteration 32Q: 3 clusters Score -1536043 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1536043.000000 Penalty: 2857.648926
	Iteration 33Q: 3 clusters Score -1536043 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1536042.250000 Penalty: 2857.648926
	Iteration 34Q: 3 clusters Score -1536042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1536049.500000 Penalty: 2857.648926
	Iteration 35Q: 3 clusters Score -1536050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1536050.750000 Penalty: 2857.648926
	Iteration 36Q: 3 clusters Score -1536051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1536051.000000 Penalty: 2857.648926
	Iteration 37Q: 3 clusters Score -1536051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1536049.500000 Penalty: 2857.648926
	Iteration 38Q: 3 clusters Score -1536050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1536052.000000 Penalty: 2857.648926
	Iteration 39Q: 3 clusters Score -1536052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1536051.500000 Penalty: 2857.648926
	Iteration 40F: 3 clusters Score -1536052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1536052.375000 Penalty: 2857.648926
	Iteration 41Q: 3 clusters Score -1536052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1536054.625000 Penalty: 2857.648926
	Iteration 42Q: 3 clusters Score -1536055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1536053.125000 Penalty: 2857.648926
	Iteration 43Q: 3 clusters Score -1536053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1536050.000000 Penalty: 2857.648926
	Iteration 44Q: 3 clusters Score -1536050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1536051.875000 Penalty: 2857.648926
	Iteration 45Q: 3 clusters Score -1536052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1536050.875000 Penalty: 2857.648926
	Iteration 46Q: 3 clusters Score -1536051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1536052.375000 Penalty: 2857.648926
	Iteration 47Q: 3 clusters Score -1536052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1536053.125000 Penalty: 2857.648926
	Iteration 48Q: 3 clusters Score -1536053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1536053.125000 Penalty: 2857.648926
	Iteration 49Q: 3 clusters Score -1536053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1536052.875000 Penalty: 2857.648926
	Iteration 50Q: 3 clusters Score -1536053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1536056.250000 Penalty: 2857.648926
	Iteration 51Q: 3 clusters Score -1536056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1536054.875000 Penalty: 2857.648926
	Iteration 52Q: 3 clusters Score -1536055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1536054.875000 Penalty: 2857.648926
	Iteration 53F: 3 clusters Score -1536055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Entering Unmasked Estep 
Score: -1032648.750000 Penalty: 1380.022949
	Iteration 0F: 2 clusters Score -1032649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1025514.437500 Penalty: 2760.045898
	Iteration 0F: 3 clusters Score -1025514 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1027992.437500 Penalty: 2760.045898
	Iteration 1F: 3 clusters Score -1027992 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1028348.812500 Penalty: 2760.045898
	Iteration 2F: 3 clusters Score -1028349 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1028731.437500 Penalty: 2760.045898
	Iteration 3F: 3 clusters Score -1028731 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1029079.062500 Penalty: 2760.045898
	Iteration 4F: 3 clusters Score -1029079 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1029347.875000 Penalty: 2760.045898
	Iteration 5Q: 3 clusters Score -1029348 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1029597.250000 Penalty: 2760.045898
	Iteration 6Q: 3 clusters Score -1029597 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1029819.375000 Penalty: 2760.045898
	Iteration 7Q: 3 clusters Score -1029819 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1030020.500000 Penalty: 2760.045898
	Iteration 8Q: 3 clusters Score -1030020 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1030181.375000 Penalty: 2760.045898
	Iteration 9Q: 3 clusters Score -1030181 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1030325.375000 Penalty: 2760.045898
	Iteration 10Q: 3 clusters Score -1030325 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1030472.250000 Penalty: 2760.045898
	Iteration 11Q: 3 clusters Score -1030472 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1030611.000000 Penalty: 2760.045898
	Iteration 12Q: 3 clusters Score -1030611 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1030742.562500 Penalty: 2760.045898
	Iteration 13Q: 3 clusters Score -1030743 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1030866.125000 Penalty: 2760.045898
	Iteration 14Q: 3 clusters Score -1030866 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1030983.687500 Penalty: 2760.045898
	Iteration 15Q: 3 clusters Score -1030984 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1031082.687500 Penalty: 2760.045898
	Iteration 16Q: 3 clusters Score -1031083 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1031177.562500 Penalty: 2760.045898
	Iteration 17Q: 3 clusters Score -1031178 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1031269.437500 Penalty: 2760.045898
	Iteration 18Q: 3 clusters Score -1031269 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1031346.062500 Penalty: 2760.045898
	Iteration 19Q: 3 clusters Score -1031346 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1031433.375000 Penalty: 2760.045898
	Iteration 20F: 3 clusters Score -1031433 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1031510.062500 Penalty: 2760.045898
	Iteration 21Q: 3 clusters Score -1031510 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1031566.812500 Penalty: 2760.045898
	Iteration 22Q: 3 clusters Score -1031567 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1031618.875000 Penalty: 2760.045898
	Iteration 23Q: 3 clusters Score -1031619 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1031683.062500 Penalty: 2760.045898
	Iteration 24Q: 3 clusters Score -1031683 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1031742.625000 Penalty: 2760.045898
	Iteration 25Q: 3 clusters Score -1031743 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1031793.250000 Penalty: 2760.045898
	Iteration 26Q: 3 clusters Score -1031793 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1031848.437500 Penalty: 2760.045898
	Iteration 27Q: 3 clusters Score -1031848 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1031913.500000 Penalty: 2760.045898
	Iteration 28Q: 3 clusters Score -1031914 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1031978.062500 Penalty: 2760.045898
	Iteration 29Q: 3 clusters Score -1031978 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1032057.500000 Penalty: 2760.045898
	Iteration 30Q: 3 clusters Score -1032058 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1032146.062500 Penalty: 2760.045898
	Iteration 31Q: 3 clusters Score -1032146 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1032242.187500 Penalty: 2760.045898
	Iteration 32Q: 3 clusters Score -1032242 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1032315.562500 Penalty: 2760.045898
	Iteration 33Q: 3 clusters Score -1032316 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1032394.000000 Penalty: 2760.045898
	Iteration 34Q: 3 clusters Score -1032394 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1032508.750000 Penalty: 2760.045898
	Iteration 35Q: 3 clusters Score -1032509 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1032646.312500 Penalty: 2760.045898
	Iteration 36Q: 3 clusters Score -1032646 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1032727.750000 Penalty: 2760.045898
	Iteration 37Q: 3 clusters Score -1032728 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1032776.625000 Penalty: 2760.045898
	Iteration 38Q: 3 clusters Score -1032777 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1032801.250000 Penalty: 2760.045898
	Iteration 39Q: 3 clusters Score -1032801 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1032885.937500 Penalty: 2760.045898
	Iteration 40F: 3 clusters Score -1032886 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1032938.750000 Penalty: 2760.045898
	Iteration 41Q: 3 clusters Score -1032939 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1032961.250000 Penalty: 2760.045898
	Iteration 42Q: 3 clusters Score -1032961 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1032976.250000 Penalty: 2760.045898
	Iteration 43Q: 3 clusters Score -1032976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1032977.875000 Penalty: 2760.045898
	Iteration 44Q: 3 clusters Score -1032978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1032978.250000 Penalty: 2760.045898
	Iteration 45Q: 3 clusters Score -1032978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1032980.437500 Penalty: 2760.045898
	Iteration 46Q: 3 clusters Score -1032980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1032981.375000 Penalty: 2760.045898
	Iteration 47Q: 3 clusters Score -1032981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1032980.875000 Penalty: 2760.045898
	Iteration 48Q: 3 clusters Score -1032981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1032980.875000 Penalty: 2760.045898
	Iteration 49F: 3 clusters Score -1032981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64726 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15881 members 
Mstep: Class 4 contains 24021 members 
Mstep: Class 5 contains 8688 members 
Mstep: Class 6 contains 10699 members 
Mstep: Class 7 contains 37848 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11566 members 
Mstep: Class 10 contains 49185 members 
Mstep: Class 11 contains 39882 members 
Mstep: Class 12 contains 29363 members 
Mstep: Class 13 contains 13259 members 
Mstep: Class 14 contains 1598 members 
Mstep: Class 15 contains 12311 members 
Mstep: Class 16 contains 6476 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 2186 members 
Mstep: Class 19 contains 34132 members 
Mstep: Class 20 contains 10055 members 
Mstep: Class 21 contains 2591 members 
Mstep: Class 22 contains 7688 members 
Mstep: Class 23 contains 4728 members 
Mstep: Class 24 contains 4324 members 
Mstep: Class 25 contains 15438 members 
Mstep: Class 26 contains 16151 members 
Mstep: Class 27 contains 7466 members 
Mstep: Class 28 contains 20909 members 
Mstep: Class 29 contains 9722 members 
Mstep: Class 30 contains 22444 members 
Mstep: Class 31 contains 14799 members 
Mstep: Class 32 contains 635 members 
Mstep: Class 33 contains 3876 members 
Mstep: Class 34 contains 52027 members 
Mstep: Class 35 contains 200728 members 
Mstep: Class 36 contains 2761 members 
Mstep: Class 37 contains 11044 members 
Mstep: Class 38 contains 8230 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 917 members 
Mstep: Class 41 contains 36098 members 
Mstep: Class 42 contains 1928 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6336 members 
Mstep: Class 46 contains 1429 members 
Mstep: Class 47 contains 7089 members 
Mstep: Class 48 contains 20081 members 
Mstep: Class 49 contains 10026 members 
Entering Unmasked Estep 
Score: -88134232.000000 Penalty: 99961.906250
Splitting cluster 32 changes total score from -88134320.000000 to -88134232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (3876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Entering Unmasked Estep 
Score: -370131.812500 Penalty: 1229.468750
	Iteration 0F: 2 clusters Score -370131.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -367231.625000 Penalty: 2458.937500
	Iteration 0F: 3 clusters Score -367231.6 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -368040.968750 Penalty: 2458.937500
	Iteration 1F: 3 clusters Score -368041 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -368226.312500 Penalty: 2458.937500
	Iteration 2F: 3 clusters Score -368226.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -368345.843750 Penalty: 2458.937500
	Iteration 3Q: 3 clusters Score -368345.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -368440.875000 Penalty: 2458.937500
	Iteration 4Q: 3 clusters Score -368440.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -368513.281250 Penalty: 2458.937500
	Iteration 5Q: 3 clusters Score -368513.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -368578.312500 Penalty: 2458.937500
	Iteration 6Q: 3 clusters Score -368578.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -368644.968750 Penalty: 2458.937500
	Iteration 7Q: 3 clusters Score -368645 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -368698.468750 Penalty: 2458.937500
	Iteration 8Q: 3 clusters Score -368698.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -368732.656250 Penalty: 2458.937500
	Iteration 9Q: 3 clusters Score -368732.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -368760.687500 Penalty: 2458.937500
	Iteration 10Q: 3 clusters Score -368760.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -368785.968750 Penalty: 2458.937500
	Iteration 11Q: 3 clusters Score -368786 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -368802.343750 Penalty: 2458.937500
	Iteration 12Q: 3 clusters Score -368802.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -368825.187500 Penalty: 2458.937500
	Iteration 13Q: 3 clusters Score -368825.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -368845.031250 Penalty: 2458.937500
	Iteration 14Q: 3 clusters Score -368845 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -368867.031250 Penalty: 2458.937500
	Iteration 15Q: 3 clusters Score -368867 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -368888.281250 Penalty: 2458.937500
	Iteration 16Q: 3 clusters Score -368888.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -368921.500000 Penalty: 2458.937500
	Iteration 17Q: 3 clusters Score -368921.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -368949.718750 Penalty: 2458.937500
	Iteration 18Q: 3 clusters Score -368949.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -368975.656250 Penalty: 2458.937500
	Iteration 19Q: 3 clusters Score -368975.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -369003.312500 Penalty: 2458.937500
	Iteration 20F: 3 clusters Score -369003.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -369033.062500 Penalty: 2458.937500
	Iteration 21Q: 3 clusters Score -369033.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -369070.656250 Penalty: 2458.937500
	Iteration 22Q: 3 clusters Score -369070.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -369101.656250 Penalty: 2458.937500
	Iteration 23Q: 3 clusters Score -369101.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -369139.687500 Penalty: 2458.937500
	Iteration 24Q: 3 clusters Score -369139.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -369178.687500 Penalty: 2458.937500
	Iteration 25Q: 3 clusters Score -369178.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -369209.281250 Penalty: 2458.937500
	Iteration 26Q: 3 clusters Score -369209.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -369244.968750 Penalty: 2458.937500
	Iteration 27Q: 3 clusters Score -369245 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -369283.531250 Penalty: 2458.937500
	Iteration 28Q: 3 clusters Score -369283.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -369309.343750 Penalty: 2458.937500
	Iteration 29Q: 3 clusters Score -369309.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -369331.562500 Penalty: 2458.937500
	Iteration 30Q: 3 clusters Score -369331.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -369346.375000 Penalty: 2458.937500
	Iteration 31Q: 3 clusters Score -369346.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -369359.593750 Penalty: 2458.937500
	Iteration 32Q: 3 clusters Score -369359.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -369369.656250 Penalty: 2458.937500
	Iteration 33Q: 3 clusters Score -369369.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -369376.062500 Penalty: 2458.937500
	Iteration 34Q: 3 clusters Score -369376.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -369378.750000 Penalty: 2458.937500
	Iteration 35Q: 3 clusters Score -369378.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -369382.843750 Penalty: 2458.937500
	Iteration 36Q: 3 clusters Score -369382.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -369384.875000 Penalty: 2458.937500
	Iteration 37Q: 3 clusters Score -369384.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -369388.187500 Penalty: 2458.937500
	Iteration 38Q: 3 clusters Score -369388.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -369390.906250 Penalty: 2458.937500
	Iteration 39Q: 3 clusters Score -369390.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -369395.937500 Penalty: 2458.937500
	Iteration 40F: 3 clusters Score -369395.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -369400.968750 Penalty: 2458.937500
	Iteration 41Q: 3 clusters Score -369401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -369403.281250 Penalty: 2458.937500
	Iteration 42Q: 3 clusters Score -369403.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -369405.406250 Penalty: 2458.937500
	Iteration 43Q: 3 clusters Score -369405.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -369407.156250 Penalty: 2458.937500
	Iteration 44Q: 3 clusters Score -369407.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -369408.062500 Penalty: 2458.937500
	Iteration 45Q: 3 clusters Score -369408.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -369408.093750 Penalty: 2458.937500
	Iteration 46Q: 3 clusters Score -369408.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -369408.093750 Penalty: 2458.937500
	Iteration 47F: 3 clusters Score -369408.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (52027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52027 members 
Entering Unmasked Estep 
Score: -5208301.000000 Penalty: 1615.896362
	Iteration 0F: 2 clusters Score -5208301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26240 members 
Mstep: Class 2 contains 25787 members 
Entering Unmasked Estep 
Score: -5174565.000000 Penalty: 3231.792725
	Iteration 0F: 3 clusters Score -5174565 nChanged 24084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28240 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -5188602.500000 Penalty: 3231.792725
	Iteration 1F: 3 clusters Score -5188602 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -5189827.000000 Penalty: 3231.792725
	Iteration 2F: 3 clusters Score -5189827 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30813 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -5191312.500000 Penalty: 3231.792725
	Iteration 3F: 3 clusters Score -5191312 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32729 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -5193178.500000 Penalty: 3231.792725
	Iteration 4F: 3 clusters Score -5193178 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34992 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -5195303.000000 Penalty: 3231.792725
	Iteration 5F: 3 clusters Score -5195303 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37327 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -5197595.500000 Penalty: 3231.792725
	Iteration 6F: 3 clusters Score -5197596 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39446 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -5199682.500000 Penalty: 3231.792725
	Iteration 7F: 3 clusters Score -5199682 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41129 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -5201304.000000 Penalty: 3231.792725
	Iteration 8Q: 3 clusters Score -5201304 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42484 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -5202440.000000 Penalty: 3231.792725
	Iteration 9Q: 3 clusters Score -5202440 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43528 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -5203173.500000 Penalty: 3231.792725
	Iteration 10Q: 3 clusters Score -5203174 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44400 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -5203719.500000 Penalty: 3231.792725
	Iteration 11Q: 3 clusters Score -5203720 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45185 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -5204157.500000 Penalty: 3231.792725
	Iteration 12Q: 3 clusters Score -5204158 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45869 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -5204543.000000 Penalty: 3231.792725
	Iteration 13Q: 3 clusters Score -5204543 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46547 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -5204963.500000 Penalty: 3231.792725
	Iteration 14Q: 3 clusters Score -5204964 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47132 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -5205275.000000 Penalty: 3231.792725
	Iteration 15Q: 3 clusters Score -5205275 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47641 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -5205525.000000 Penalty: 3231.792725
	Iteration 16Q: 3 clusters Score -5205525 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48075 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -5205773.000000 Penalty: 3231.792725
	Iteration 17Q: 3 clusters Score -5205773 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48444 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -5205988.000000 Penalty: 3231.792725
	Iteration 18Q: 3 clusters Score -5205988 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48749 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -5206147.500000 Penalty: 3231.792725
	Iteration 19Q: 3 clusters Score -5206148 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49018 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -5206274.000000 Penalty: 3231.792725
	Iteration 20F: 3 clusters Score -5206274 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49235 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -5206398.500000 Penalty: 3231.792725
	Iteration 21Q: 3 clusters Score -5206398 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49441 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -5206526.500000 Penalty: 3231.792725
	Iteration 22Q: 3 clusters Score -5206526 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49611 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -5206619.500000 Penalty: 3231.792725
	Iteration 23Q: 3 clusters Score -5206620 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49782 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -5206695.000000 Penalty: 3231.792725
	Iteration 24Q: 3 clusters Score -5206695 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49917 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -5206756.500000 Penalty: 3231.792725
	Iteration 25Q: 3 clusters Score -5206756 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50028 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -5206810.000000 Penalty: 3231.792725
	Iteration 26Q: 3 clusters Score -5206810 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50121 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -5206850.500000 Penalty: 3231.792725
	Iteration 27Q: 3 clusters Score -5206850 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50200 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -5206868.000000 Penalty: 3231.792725
	Iteration 28Q: 3 clusters Score -5206868 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50277 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -5206927.500000 Penalty: 3231.792725
	Iteration 29Q: 3 clusters Score -5206928 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50348 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -5206975.500000 Penalty: 3231.792725
	Iteration 30Q: 3 clusters Score -5206976 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50420 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -5207015.500000 Penalty: 3231.792725
	Iteration 31Q: 3 clusters Score -5207016 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50476 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -5207030.500000 Penalty: 3231.792725
	Iteration 32Q: 3 clusters Score -5207030 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50535 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -5207081.000000 Penalty: 3231.792725
	Iteration 33Q: 3 clusters Score -5207081 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50597 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -5207117.000000 Penalty: 3231.792725
	Iteration 34Q: 3 clusters Score -5207117 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50647 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -5207132.500000 Penalty: 3231.792725
	Iteration 35Q: 3 clusters Score -5207132 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50682 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -5207141.500000 Penalty: 3231.792725
	Iteration 36Q: 3 clusters Score -5207142 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50711 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -5207143.500000 Penalty: 3231.792725
	Iteration 37Q: 3 clusters Score -5207144 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50733 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -5207144.000000 Penalty: 3231.792725
	Iteration 38Q: 3 clusters Score -5207144 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50751 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -5207146.500000 Penalty: 3231.792725
	Iteration 39Q: 3 clusters Score -5207146 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50763 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -5207152.500000 Penalty: 3231.792725
	Iteration 40F: 3 clusters Score -5207152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50778 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -5207161.500000 Penalty: 3231.792725
	Iteration 41Q: 3 clusters Score -5207162 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50797 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -5207175.500000 Penalty: 3231.792725
	Iteration 42Q: 3 clusters Score -5207176 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50819 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -5207190.000000 Penalty: 3231.792725
	Iteration 43Q: 3 clusters Score -5207190 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50837 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -5207213.500000 Penalty: 3231.792725
	Iteration 44Q: 3 clusters Score -5207214 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50863 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -5207214.500000 Penalty: 3231.792725
	Iteration 45Q: 3 clusters Score -5207214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50881 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -5207220.500000 Penalty: 3231.792725
	Iteration 46Q: 3 clusters Score -5207220 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50902 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -5207230.000000 Penalty: 3231.792725
	Iteration 47Q: 3 clusters Score -5207230 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50923 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -5207246.500000 Penalty: 3231.792725
	Iteration 48Q: 3 clusters Score -5207246 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50949 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -5207264.500000 Penalty: 3231.792725
	Iteration 49Q: 3 clusters Score -5207264 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50969 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -5207263.500000 Penalty: 3231.792725
	Iteration 50Q: 3 clusters Score -5207264 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50983 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -5207266.500000 Penalty: 3231.792725
	Iteration 51Q: 3 clusters Score -5207266 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50996 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -5207275.000000 Penalty: 3231.792725
	Iteration 52Q: 3 clusters Score -5207275 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51009 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -5207276.500000 Penalty: 3231.792725
	Iteration 53Q: 3 clusters Score -5207276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51015 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -5207279.000000 Penalty: 3231.792725
	Iteration 54Q: 3 clusters Score -5207279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51021 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -5207286.500000 Penalty: 3231.792725
	Iteration 55Q: 3 clusters Score -5207286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51023 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -5207278.000000 Penalty: 3231.792725
	Iteration 56Q: 3 clusters Score -5207278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51025 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -5207283.000000 Penalty: 3231.792725
	Iteration 57Q: 3 clusters Score -5207283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51027 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -5207286.500000 Penalty: 3231.792725
	Iteration 58Q: 3 clusters Score -5207286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51030 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -5207283.000000 Penalty: 3231.792725
	Iteration 59Q: 3 clusters Score -5207283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51032 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -5207284.000000 Penalty: 3231.792725
	Iteration 60F: 3 clusters Score -5207284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51033 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -5207281.000000 Penalty: 3231.792725
	Iteration 61Q: 3 clusters Score -5207281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51035 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -5207283.500000 Penalty: 3231.792725
	Iteration 62Q: 3 clusters Score -5207284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51038 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -5207280.500000 Penalty: 3231.792725
	Iteration 63Q: 3 clusters Score -5207280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51039 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -5207280.500000 Penalty: 3231.792725
	Iteration 64Q: 3 clusters Score -5207280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51039 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -5207280.500000 Penalty: 3231.792725
	Iteration 65F: 3 clusters Score -5207280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (200728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200728 members 
Entering Unmasked Estep 
Score: -20148108.000000 Penalty: 1816.804321
	Iteration 0F: 2 clusters Score -2.014811e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100395 members 
Mstep: Class 2 contains 100333 members 
Entering Unmasked Estep 
Score: -20014996.000000 Penalty: 3633.608643
	Iteration 0F: 3 clusters Score -2.0015e+07 nChanged 96196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102561 members 
Mstep: Class 2 contains 98167 members 
Entering Unmasked Estep 
Score: -20071632.000000 Penalty: 3633.608643
	Iteration 1F: 3 clusters Score -2.007163e+07 nChanged 6798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103987 members 
Mstep: Class 2 contains 96741 members 
Entering Unmasked Estep 
Score: -20073386.000000 Penalty: 3633.608643
	Iteration 2Q: 3 clusters Score -2.007339e+07 nChanged 7387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106046 members 
Mstep: Class 2 contains 94682 members 
Entering Unmasked Estep 
Score: -20075510.000000 Penalty: 3633.608643
	Iteration 3Q: 3 clusters Score -2.007551e+07 nChanged 8174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109118 members 
Mstep: Class 2 contains 91610 members 
Entering Unmasked Estep 
Score: -20078032.000000 Penalty: 3633.608643
	Iteration 4Q: 3 clusters Score -2.007803e+07 nChanged 9008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113388 members 
Mstep: Class 2 contains 87340 members 
Entering Unmasked Estep 
Score: -20081614.000000 Penalty: 3633.608643
	Iteration 5Q: 3 clusters Score -2.008161e+07 nChanged 9956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118888 members 
Mstep: Class 2 contains 81840 members 
Entering Unmasked Estep 
Score: -20086014.000000 Penalty: 3633.608643
	Iteration 6Q: 3 clusters Score -2.008601e+07 nChanged 11009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125823 members 
Mstep: Class 2 contains 74905 members 
Entering Unmasked Estep 
Score: -20092000.000000 Penalty: 3633.608643
	Iteration 7F: 3 clusters Score -2.0092e+07 nChanged 11601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133904 members 
Mstep: Class 2 contains 66824 members 
Entering Unmasked Estep 
Score: -20099448.000000 Penalty: 3633.608643
	Iteration 8F: 3 clusters Score -2.009945e+07 nChanged 11752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142604 members 
Mstep: Class 2 contains 58124 members 
Entering Unmasked Estep 
Score: -20107866.000000 Penalty: 3633.608643
	Iteration 9F: 3 clusters Score -2.010787e+07 nChanged 10553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150543 members 
Mstep: Class 2 contains 50185 members 
Entering Unmasked Estep 
Score: -20115850.000000 Penalty: 3633.608643
	Iteration 10F: 3 clusters Score -2.011585e+07 nChanged 8839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157066 members 
Mstep: Class 2 contains 43662 members 
Entering Unmasked Estep 
Score: -20122166.000000 Penalty: 3633.608643
	Iteration 11Q: 3 clusters Score -2.012217e+07 nChanged 6709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162027 members 
Mstep: Class 2 contains 38701 members 
Entering Unmasked Estep 
Score: -20126108.000000 Penalty: 3633.608643
	Iteration 12Q: 3 clusters Score -2.012611e+07 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166109 members 
Mstep: Class 2 contains 34619 members 
Entering Unmasked Estep 
Score: -20128862.000000 Penalty: 3633.608643
	Iteration 13Q: 3 clusters Score -2.012886e+07 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169815 members 
Mstep: Class 2 contains 30913 members 
Entering Unmasked Estep 
Score: -20130718.000000 Penalty: 3633.608643
	Iteration 14Q: 3 clusters Score -2.013072e+07 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173243 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -20132400.000000 Penalty: 3633.608643
	Iteration 15Q: 3 clusters Score -2.01324e+07 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176561 members 
Mstep: Class 2 contains 24167 members 
Entering Unmasked Estep 
Score: -20134040.000000 Penalty: 3633.608643
	Iteration 16Q: 3 clusters Score -2.013404e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179739 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -20135600.000000 Penalty: 3633.608643
	Iteration 17Q: 3 clusters Score -2.01356e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182760 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -20137324.000000 Penalty: 3633.608643
	Iteration 18Q: 3 clusters Score -2.013732e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185521 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -20138882.000000 Penalty: 3633.608643
	Iteration 19Q: 3 clusters Score -2.013888e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188045 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -20140244.000000 Penalty: 3633.608643
	Iteration 20F: 3 clusters Score -2.014024e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190252 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -20141500.000000 Penalty: 3633.608643
	Iteration 21Q: 3 clusters Score -2.01415e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192108 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -20142506.000000 Penalty: 3633.608643
	Iteration 22Q: 3 clusters Score -2.014251e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193732 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -20143446.000000 Penalty: 3633.608643
	Iteration 23Q: 3 clusters Score -2.014345e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195043 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -20144262.000000 Penalty: 3633.608643
	Iteration 24Q: 3 clusters Score -2.014426e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196110 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -20144870.000000 Penalty: 3633.608643
	Iteration 25Q: 3 clusters Score -2.014487e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196961 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -20145418.000000 Penalty: 3633.608643
	Iteration 26Q: 3 clusters Score -2.014542e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197624 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -20145772.000000 Penalty: 3633.608643
	Iteration 27Q: 3 clusters Score -2.014577e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198129 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -20146070.000000 Penalty: 3633.608643
	Iteration 28Q: 3 clusters Score -2.014607e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198499 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -20146246.000000 Penalty: 3633.608643
	Iteration 29Q: 3 clusters Score -2.014625e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198766 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -20146434.000000 Penalty: 3633.608643
	Iteration 30Q: 3 clusters Score -2.014643e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198951 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -20146528.000000 Penalty: 3633.608643
	Iteration 31Q: 3 clusters Score -2.014653e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199094 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -20146592.000000 Penalty: 3633.608643
	Iteration 32Q: 3 clusters Score -2.014659e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199171 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -20146596.000000 Penalty: 3633.608643
	Iteration 33Q: 3 clusters Score -2.01466e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199239 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -20146634.000000 Penalty: 3633.608643
	Iteration 34Q: 3 clusters Score -2.014663e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199310 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -20146670.000000 Penalty: 3633.608643
	Iteration 35Q: 3 clusters Score -2.014667e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199369 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -20146702.000000 Penalty: 3633.608643
	Iteration 36Q: 3 clusters Score -2.01467e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199404 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -20146712.000000 Penalty: 3633.608643
	Iteration 37Q: 3 clusters Score -2.014671e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199437 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -20146714.000000 Penalty: 3633.608643
	Iteration 38Q: 3 clusters Score -2.014671e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199463 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -20146738.000000 Penalty: 3633.608643
	Iteration 39Q: 3 clusters Score -2.014674e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199487 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -20146730.000000 Penalty: 3633.608643
	Iteration 40F: 3 clusters Score -2.014673e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199519 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -20146732.000000 Penalty: 3633.608643
	Iteration 41Q: 3 clusters Score -2.014673e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199538 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -20146758.000000 Penalty: 3633.608643
	Iteration 42Q: 3 clusters Score -2.014676e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199554 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -20146772.000000 Penalty: 3633.608643
	Iteration 43Q: 3 clusters Score -2.014677e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199568 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -20146786.000000 Penalty: 3633.608643
	Iteration 44Q: 3 clusters Score -2.014679e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199582 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -20146780.000000 Penalty: 3633.608643
	Iteration 45Q: 3 clusters Score -2.014678e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199592 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -20146770.000000 Penalty: 3633.608643
	Iteration 46Q: 3 clusters Score -2.014677e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199603 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -20146766.000000 Penalty: 3633.608643
	Iteration 47Q: 3 clusters Score -2.014677e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199607 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -20146770.000000 Penalty: 3633.608643
	Iteration 48Q: 3 clusters Score -2.014677e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199611 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -20146776.000000 Penalty: 3633.608643
	Iteration 49Q: 3 clusters Score -2.014678e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199613 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -20146772.000000 Penalty: 3633.608643
	Iteration 50Q: 3 clusters Score -2.014677e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199616 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -20146772.000000 Penalty: 3633.608643
	Iteration 51Q: 3 clusters Score -2.014677e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199617 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -20146774.000000 Penalty: 3633.608643
	Iteration 52Q: 3 clusters Score -2.014677e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199619 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -20146776.000000 Penalty: 3633.608643
	Iteration 53Q: 3 clusters Score -2.014678e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199623 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -20146800.000000 Penalty: 3633.608643
	Iteration 54Q: 3 clusters Score -2.01468e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199632 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -20146816.000000 Penalty: 3633.608643
	Iteration 55Q: 3 clusters Score -2.014682e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199639 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -20146814.000000 Penalty: 3633.608643
	Iteration 56Q: 3 clusters Score -2.014681e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199640 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -20146818.000000 Penalty: 3633.608643
	Iteration 57Q: 3 clusters Score -2.014682e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199641 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -20146806.000000 Penalty: 3633.608643
	Iteration 58Q: 3 clusters Score -2.014681e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199645 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -20146816.000000 Penalty: 3633.608643
	Iteration 59Q: 3 clusters Score -2.014682e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199650 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -20146822.000000 Penalty: 3633.608643
	Iteration 60F: 3 clusters Score -2.014682e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199654 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -20146834.000000 Penalty: 3633.608643
	Iteration 61Q: 3 clusters Score -2.014683e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199663 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -20146836.000000 Penalty: 3633.608643
	Iteration 62Q: 3 clusters Score -2.014684e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199669 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -20146830.000000 Penalty: 3633.608643
	Iteration 63Q: 3 clusters Score -2.014683e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199674 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -20146852.000000 Penalty: 3633.608643
	Iteration 64Q: 3 clusters Score -2.014685e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199677 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -20146842.000000 Penalty: 3633.608643
	Iteration 65Q: 3 clusters Score -2.014684e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199684 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -20146842.000000 Penalty: 3633.608643
	Iteration 66Q: 3 clusters Score -2.014684e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199684 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -20146826.000000 Penalty: 3633.608643
	Iteration 67Q: 3 clusters Score -2.014683e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199687 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -20146844.000000 Penalty: 3633.608643
	Iteration 68Q: 3 clusters Score -2.014684e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199693 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -20146850.000000 Penalty: 3633.608643
	Iteration 69Q: 3 clusters Score -2.014685e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199699 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -20146846.000000 Penalty: 3633.608643
	Iteration 70Q: 3 clusters Score -2.014685e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199700 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -20146846.000000 Penalty: 3633.608643
	Iteration 71Q: 3 clusters Score -2.014685e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199701 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -20146850.000000 Penalty: 3633.608643
	Iteration 72Q: 3 clusters Score -2.014685e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199706 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -20146854.000000 Penalty: 3633.608643
	Iteration 73Q: 3 clusters Score -2.014685e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199708 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -20146856.000000 Penalty: 3633.608643
	Iteration 74Q: 3 clusters Score -2.014686e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199708 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -20146856.000000 Penalty: 3633.608643
	Iteration 75F: 3 clusters Score -2.014686e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Entering Unmasked Estep 
Score: -263157.125000 Penalty: 1178.994263
	Iteration 0F: 2 clusters Score -263157.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -260850.937500 Penalty: 2357.988525
	Iteration 0F: 3 clusters Score -260850.9 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -261488.734375 Penalty: 2357.988525
	Iteration 1F: 3 clusters Score -261488.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -261631.953125 Penalty: 2357.988525
	Iteration 2F: 3 clusters Score -261632 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -261716.812500 Penalty: 2357.988525
	Iteration 3Q: 3 clusters Score -261716.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -261769.968750 Penalty: 2357.988525
	Iteration 4Q: 3 clusters Score -261770 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -261804.296875 Penalty: 2357.988525
	Iteration 5Q: 3 clusters Score -261804.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -261831.531250 Penalty: 2357.988525
	Iteration 6Q: 3 clusters Score -261831.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -261850.796875 Penalty: 2357.988525
	Iteration 7Q: 3 clusters Score -261850.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -261869.906250 Penalty: 2357.988525
	Iteration 8Q: 3 clusters Score -261869.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -261887.109375 Penalty: 2357.988525
	Iteration 9Q: 3 clusters Score -261887.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -261898.125000 Penalty: 2357.988525
	Iteration 10Q: 3 clusters Score -261898.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -261912.390625 Penalty: 2357.988525
	Iteration 11Q: 3 clusters Score -261912.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -261928.843750 Penalty: 2357.988525
	Iteration 12Q: 3 clusters Score -261928.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -261946.187500 Penalty: 2357.988525
	Iteration 13Q: 3 clusters Score -261946.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -261962.265625 Penalty: 2357.988525
	Iteration 14Q: 3 clusters Score -261962.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -261975.500000 Penalty: 2357.988525
	Iteration 15Q: 3 clusters Score -261975.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -261985.640625 Penalty: 2357.988525
	Iteration 16Q: 3 clusters Score -261985.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -261994.218750 Penalty: 2357.988525
	Iteration 17Q: 3 clusters Score -261994.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -262003.843750 Penalty: 2357.988525
	Iteration 18Q: 3 clusters Score -262003.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -262010.468750 Penalty: 2357.988525
	Iteration 19Q: 3 clusters Score -262010.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -262019.468750 Penalty: 2357.988525
	Iteration 20F: 3 clusters Score -262019.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -262031.078125 Penalty: 2357.988525
	Iteration 21Q: 3 clusters Score -262031.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -262040.859375 Penalty: 2357.988525
	Iteration 22Q: 3 clusters Score -262040.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -262056.562500 Penalty: 2357.988525
	Iteration 23Q: 3 clusters Score -262056.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -262079.203125 Penalty: 2357.988525
	Iteration 24Q: 3 clusters Score -262079.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -262110.031250 Penalty: 2357.988525
	Iteration 25Q: 3 clusters Score -262110 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -262134.984375 Penalty: 2357.988525
	Iteration 26Q: 3 clusters Score -262135 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -262162.187500 Penalty: 2357.988525
	Iteration 27Q: 3 clusters Score -262162.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -262194.250000 Penalty: 2357.988525
	Iteration 28Q: 3 clusters Score -262194.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -262220.218750 Penalty: 2357.988525
	Iteration 29Q: 3 clusters Score -262220.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -262241.125000 Penalty: 2357.988525
	Iteration 30Q: 3 clusters Score -262241.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -262256.031250 Penalty: 2357.988525
	Iteration 31Q: 3 clusters Score -262256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -262264.687500 Penalty: 2357.988525
	Iteration 32Q: 3 clusters Score -262264.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -262270.187500 Penalty: 2357.988525
	Iteration 33Q: 3 clusters Score -262270.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -262277.187500 Penalty: 2357.988525
	Iteration 34Q: 3 clusters Score -262277.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -262283.750000 Penalty: 2357.988525
	Iteration 35Q: 3 clusters Score -262283.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -262292.593750 Penalty: 2357.988525
	Iteration 36Q: 3 clusters Score -262292.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -262300.031250 Penalty: 2357.988525
	Iteration 37Q: 3 clusters Score -262300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -262307.062500 Penalty: 2357.988525
	Iteration 38Q: 3 clusters Score -262307.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -262317.000000 Penalty: 2357.988525
	Iteration 39Q: 3 clusters Score -262317 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -262323.812500 Penalty: 2357.988525
	Iteration 40F: 3 clusters Score -262323.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -262329.562500 Penalty: 2357.988525
	Iteration 41Q: 3 clusters Score -262329.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -262334.125000 Penalty: 2357.988525
	Iteration 42Q: 3 clusters Score -262334.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -262341.875000 Penalty: 2357.988525
	Iteration 43Q: 3 clusters Score -262341.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -262346.812500 Penalty: 2357.988525
	Iteration 44Q: 3 clusters Score -262346.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -262350.375000 Penalty: 2357.988525
	Iteration 45Q: 3 clusters Score -262350.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -262354.250000 Penalty: 2357.988525
	Iteration 46Q: 3 clusters Score -262354.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -262356.531250 Penalty: 2357.988525
	Iteration 47Q: 3 clusters Score -262356.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -262357.531250 Penalty: 2357.988525
	Iteration 48Q: 3 clusters Score -262357.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -262358.625000 Penalty: 2357.988525
	Iteration 49Q: 3 clusters Score -262358.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -262358.718750 Penalty: 2357.988525
	Iteration 50Q: 3 clusters Score -262358.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -262359.781250 Penalty: 2357.988525
	Iteration 51Q: 3 clusters Score -262359.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -262360.562500 Penalty: 2357.988525
	Iteration 52Q: 3 clusters Score -262360.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -262362.125000 Penalty: 2357.988525
	Iteration 53Q: 3 clusters Score -262362.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -262363.062500 Penalty: 2357.988525
	Iteration 54Q: 3 clusters Score -262363.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -262364.343750 Penalty: 2357.988525
	Iteration 55Q: 3 clusters Score -262364.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -262367.562500 Penalty: 2357.988525
	Iteration 56Q: 3 clusters Score -262367.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -262369.718750 Penalty: 2357.988525
	Iteration 57Q: 3 clusters Score -262369.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -262370.656250 Penalty: 2357.988525
	Iteration 58Q: 3 clusters Score -262370.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -262371.750000 Penalty: 2357.988525
	Iteration 59Q: 3 clusters Score -262371.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -262372.906250 Penalty: 2357.988525
	Iteration 60F: 3 clusters Score -262372.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -262374.468750 Penalty: 2357.988525
	Iteration 61Q: 3 clusters Score -262374.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -262375.062500 Penalty: 2357.988525
	Iteration 62Q: 3 clusters Score -262375.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -262376.062500 Penalty: 2357.988525
	Iteration 63Q: 3 clusters Score -262376.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -262377.906250 Penalty: 2357.988525
	Iteration 64Q: 3 clusters Score -262377.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -262378.906250 Penalty: 2357.988525
	Iteration 65Q: 3 clusters Score -262378.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -262378.968750 Penalty: 2357.988525
	Iteration 66Q: 3 clusters Score -262379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -262379.000000 Penalty: 2357.988525
	Iteration 67Q: 3 clusters Score -262379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -262379.000000 Penalty: 2357.988525
	Iteration 68F: 3 clusters Score -262379 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (11044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Entering Unmasked Estep 
Score: -1155845.250000 Penalty: 1385.274902
	Iteration 0F: 2 clusters Score -1155845 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1148395.500000 Penalty: 2770.549805
	Iteration 0F: 3 clusters Score -1148396 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1151095.500000 Penalty: 2770.549805
	Iteration 1F: 3 clusters Score -1151096 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1151494.125000 Penalty: 2770.549805
	Iteration 2F: 3 clusters Score -1151494 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1151798.125000 Penalty: 2770.549805
	Iteration 3F: 3 clusters Score -1151798 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1152124.750000 Penalty: 2770.549805
	Iteration 4F: 3 clusters Score -1152125 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1152452.500000 Penalty: 2770.549805
	Iteration 5F: 3 clusters Score -1152452 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1152736.500000 Penalty: 2770.549805
	Iteration 6Q: 3 clusters Score -1152736 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1152957.875000 Penalty: 2770.549805
	Iteration 7Q: 3 clusters Score -1152958 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1153171.250000 Penalty: 2770.549805
	Iteration 8Q: 3 clusters Score -1153171 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1153370.250000 Penalty: 2770.549805
	Iteration 9Q: 3 clusters Score -1153370 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1153530.750000 Penalty: 2770.549805
	Iteration 10Q: 3 clusters Score -1153531 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1153652.125000 Penalty: 2770.549805
	Iteration 11Q: 3 clusters Score -1153652 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1153730.250000 Penalty: 2770.549805
	Iteration 12Q: 3 clusters Score -1153730 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1153784.000000 Penalty: 2770.549805
	Iteration 13Q: 3 clusters Score -1153784 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1153832.250000 Penalty: 2770.549805
	Iteration 14Q: 3 clusters Score -1153832 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1153878.375000 Penalty: 2770.549805
	Iteration 15Q: 3 clusters Score -1153878 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1153930.000000 Penalty: 2770.549805
	Iteration 16Q: 3 clusters Score -1153930 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1153975.375000 Penalty: 2770.549805
	Iteration 17Q: 3 clusters Score -1153975 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1154013.625000 Penalty: 2770.549805
	Iteration 18Q: 3 clusters Score -1154014 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1154039.250000 Penalty: 2770.549805
	Iteration 19Q: 3 clusters Score -1154039 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1154066.125000 Penalty: 2770.549805
	Iteration 20F: 3 clusters Score -1154066 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1154084.125000 Penalty: 2770.549805
	Iteration 21Q: 3 clusters Score -1154084 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1154100.875000 Penalty: 2770.549805
	Iteration 22Q: 3 clusters Score -1154101 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1154114.875000 Penalty: 2770.549805
	Iteration 23Q: 3 clusters Score -1154115 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1154134.750000 Penalty: 2770.549805
	Iteration 24Q: 3 clusters Score -1154135 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1154145.125000 Penalty: 2770.549805
	Iteration 25Q: 3 clusters Score -1154145 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1154163.500000 Penalty: 2770.549805
	Iteration 26Q: 3 clusters Score -1154164 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1154179.875000 Penalty: 2770.549805
	Iteration 27Q: 3 clusters Score -1154180 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1154196.625000 Penalty: 2770.549805
	Iteration 28Q: 3 clusters Score -1154197 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1154210.750000 Penalty: 2770.549805
	Iteration 29Q: 3 clusters Score -1154211 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1154230.625000 Penalty: 2770.549805
	Iteration 30Q: 3 clusters Score -1154231 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1154248.125000 Penalty: 2770.549805
	Iteration 31Q: 3 clusters Score -1154248 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1154268.125000 Penalty: 2770.549805
	Iteration 32Q: 3 clusters Score -1154268 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1154285.000000 Penalty: 2770.549805
	Iteration 33Q: 3 clusters Score -1154285 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1154303.625000 Penalty: 2770.549805
	Iteration 34Q: 3 clusters Score -1154304 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1154319.875000 Penalty: 2770.549805
	Iteration 35Q: 3 clusters Score -1154320 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1154338.125000 Penalty: 2770.549805
	Iteration 36Q: 3 clusters Score -1154338 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1154354.375000 Penalty: 2770.549805
	Iteration 37Q: 3 clusters Score -1154354 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1154367.625000 Penalty: 2770.549805
	Iteration 38Q: 3 clusters Score -1154368 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1154384.250000 Penalty: 2770.549805
	Iteration 39Q: 3 clusters Score -1154384 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1154406.375000 Penalty: 2770.549805
	Iteration 40F: 3 clusters Score -1154406 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1154426.875000 Penalty: 2770.549805
	Iteration 41Q: 3 clusters Score -1154427 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1154441.375000 Penalty: 2770.549805
	Iteration 42Q: 3 clusters Score -1154441 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1154449.250000 Penalty: 2770.549805
	Iteration 43Q: 3 clusters Score -1154449 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1154460.375000 Penalty: 2770.549805
	Iteration 44Q: 3 clusters Score -1154460 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1154469.500000 Penalty: 2770.549805
	Iteration 45Q: 3 clusters Score -1154470 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1154480.750000 Penalty: 2770.549805
	Iteration 46Q: 3 clusters Score -1154481 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1154493.000000 Penalty: 2770.549805
	Iteration 47Q: 3 clusters Score -1154493 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1154503.375000 Penalty: 2770.549805
	Iteration 48Q: 3 clusters Score -1154503 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1154516.750000 Penalty: 2770.549805
	Iteration 49Q: 3 clusters Score -1154517 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1154536.500000 Penalty: 2770.549805
	Iteration 50Q: 3 clusters Score -1154536 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1154550.625000 Penalty: 2770.549805
	Iteration 51Q: 3 clusters Score -1154551 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1154573.875000 Penalty: 2770.549805
	Iteration 52Q: 3 clusters Score -1154574 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1154585.875000 Penalty: 2770.549805
	Iteration 53Q: 3 clusters Score -1154586 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1154598.625000 Penalty: 2770.549805
	Iteration 54Q: 3 clusters Score -1154599 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1154607.250000 Penalty: 2770.549805
	Iteration 55Q: 3 clusters Score -1154607 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1154620.250000 Penalty: 2770.549805
	Iteration 56Q: 3 clusters Score -1154620 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1154635.750000 Penalty: 2770.549805
	Iteration 57Q: 3 clusters Score -1154636 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1154644.875000 Penalty: 2770.549805
	Iteration 58Q: 3 clusters Score -1154645 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1154653.625000 Penalty: 2770.549805
	Iteration 59Q: 3 clusters Score -1154654 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1154668.750000 Penalty: 2770.549805
	Iteration 60F: 3 clusters Score -1154669 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1154681.375000 Penalty: 2770.549805
	Iteration 61Q: 3 clusters Score -1154681 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1154689.000000 Penalty: 2770.549805
	Iteration 62Q: 3 clusters Score -1154689 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1154693.875000 Penalty: 2770.549805
	Iteration 63Q: 3 clusters Score -1154694 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1154701.000000 Penalty: 2770.549805
	Iteration 64Q: 3 clusters Score -1154701 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1154704.750000 Penalty: 2770.549805
	Iteration 65Q: 3 clusters Score -1154705 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1154715.750000 Penalty: 2770.549805
	Iteration 66Q: 3 clusters Score -1154716 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1154729.750000 Penalty: 2770.549805
	Iteration 67Q: 3 clusters Score -1154730 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1154740.875000 Penalty: 2770.549805
	Iteration 68Q: 3 clusters Score -1154741 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1154749.625000 Penalty: 2770.549805
	Iteration 69Q: 3 clusters Score -1154750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1154755.500000 Penalty: 2770.549805
	Iteration 70Q: 3 clusters Score -1154756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1154758.375000 Penalty: 2770.549805
	Iteration 71Q: 3 clusters Score -1154758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1154768.125000 Penalty: 2770.549805
	Iteration 72Q: 3 clusters Score -1154768 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1154778.250000 Penalty: 2770.549805
	Iteration 73Q: 3 clusters Score -1154778 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1154788.250000 Penalty: 2770.549805
	Iteration 74Q: 3 clusters Score -1154788 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1154793.375000 Penalty: 2770.549805
	Iteration 75Q: 3 clusters Score -1154793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1154799.625000 Penalty: 2770.549805
	Iteration 76Q: 3 clusters Score -1154800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1154806.625000 Penalty: 2770.549805
	Iteration 77Q: 3 clusters Score -1154807 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1154810.250000 Penalty: 2770.549805
	Iteration 78Q: 3 clusters Score -1154810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -1154820.750000 Penalty: 2770.549805
	Iteration 79Q: 3 clusters Score -1154821 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1154825.875000 Penalty: 2770.549805
	Iteration 80F: 3 clusters Score -1154826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1154832.750000 Penalty: 2770.549805
	Iteration 81Q: 3 clusters Score -1154833 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1154839.750000 Penalty: 2770.549805
	Iteration 82Q: 3 clusters Score -1154840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1154846.625000 Penalty: 2770.549805
	Iteration 83Q: 3 clusters Score -1154847 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1154851.000000 Penalty: 2770.549805
	Iteration 84Q: 3 clusters Score -1154851 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1154857.750000 Penalty: 2770.549805
	Iteration 85Q: 3 clusters Score -1154858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1154859.000000 Penalty: 2770.549805
	Iteration 86Q: 3 clusters Score -1154859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1154864.625000 Penalty: 2770.549805
	Iteration 87Q: 3 clusters Score -1154865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1154865.000000 Penalty: 2770.549805
	Iteration 88Q: 3 clusters Score -1154865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -1154867.875000 Penalty: 2770.549805
	Iteration 89Q: 3 clusters Score -1154868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -1154866.625000 Penalty: 2770.549805
	Iteration 90Q: 3 clusters Score -1154867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1154868.125000 Penalty: 2770.549805
	Iteration 91Q: 3 clusters Score -1154868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1154869.875000 Penalty: 2770.549805
	Iteration 92Q: 3 clusters Score -1154870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1154869.875000 Penalty: 2770.549805
	Iteration 93F: 3 clusters Score -1154870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (8230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Entering Unmasked Estep 
Score: -852365.375000 Penalty: 1341.512573
	Iteration 0F: 2 clusters Score -852365.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -846712.562500 Penalty: 2683.025146
	Iteration 0F: 3 clusters Score -846712.6 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -848442.500000 Penalty: 2683.025146
	Iteration 1F: 3 clusters Score -848442.5 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -848856.625000 Penalty: 2683.025146
	Iteration 2F: 3 clusters Score -848856.6 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -849222.125000 Penalty: 2683.025146
	Iteration 3F: 3 clusters Score -849222.1 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -849546.187500 Penalty: 2683.025146
	Iteration 4F: 3 clusters Score -849546.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -849835.750000 Penalty: 2683.025146
	Iteration 5F: 3 clusters Score -849835.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -850079.000000 Penalty: 2683.025146
	Iteration 6Q: 3 clusters Score -850079 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -850305.125000 Penalty: 2683.025146
	Iteration 7Q: 3 clusters Score -850305.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -850521.812500 Penalty: 2683.025146
	Iteration 8Q: 3 clusters Score -850521.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -850712.500000 Penalty: 2683.025146
	Iteration 9Q: 3 clusters Score -850712.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -850860.812500 Penalty: 2683.025146
	Iteration 10Q: 3 clusters Score -850860.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -850994.312500 Penalty: 2683.025146
	Iteration 11Q: 3 clusters Score -850994.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -851104.500000 Penalty: 2683.025146
	Iteration 12Q: 3 clusters Score -851104.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -851185.437500 Penalty: 2683.025146
	Iteration 13Q: 3 clusters Score -851185.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -851253.812500 Penalty: 2683.025146
	Iteration 14Q: 3 clusters Score -851253.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -851306.687500 Penalty: 2683.025146
	Iteration 15Q: 3 clusters Score -851306.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -851334.875000 Penalty: 2683.025146
	Iteration 16Q: 3 clusters Score -851334.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -851362.062500 Penalty: 2683.025146
	Iteration 17Q: 3 clusters Score -851362.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -851389.312500 Penalty: 2683.025146
	Iteration 18Q: 3 clusters Score -851389.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -851408.937500 Penalty: 2683.025146
	Iteration 19Q: 3 clusters Score -851408.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -851425.625000 Penalty: 2683.025146
	Iteration 20F: 3 clusters Score -851425.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -851440.000000 Penalty: 2683.025146
	Iteration 21Q: 3 clusters Score -851440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -851447.062500 Penalty: 2683.025146
	Iteration 22Q: 3 clusters Score -851447.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -851451.312500 Penalty: 2683.025146
	Iteration 23Q: 3 clusters Score -851451.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -851451.875000 Penalty: 2683.025146
	Iteration 24Q: 3 clusters Score -851451.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -851457.000000 Penalty: 2683.025146
	Iteration 25Q: 3 clusters Score -851457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -851459.062500 Penalty: 2683.025146
	Iteration 26Q: 3 clusters Score -851459.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -851460.687500 Penalty: 2683.025146
	Iteration 27Q: 3 clusters Score -851460.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -851462.187500 Penalty: 2683.025146
	Iteration 28Q: 3 clusters Score -851462.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -851464.500000 Penalty: 2683.025146
	Iteration 29Q: 3 clusters Score -851464.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -851465.250000 Penalty: 2683.025146
	Iteration 30Q: 3 clusters Score -851465.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -851467.562500 Penalty: 2683.025146
	Iteration 31Q: 3 clusters Score -851467.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -851468.000000 Penalty: 2683.025146
	Iteration 32Q: 3 clusters Score -851468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -851470.375000 Penalty: 2683.025146
	Iteration 33Q: 3 clusters Score -851470.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -851469.875000 Penalty: 2683.025146
	Iteration 34Q: 3 clusters Score -851469.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -851472.875000 Penalty: 2683.025146
	Iteration 35Q: 3 clusters Score -851472.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -851472.875000 Penalty: 2683.025146
	Iteration 36F: 3 clusters Score -851472.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Entering Unmasked Estep 
Score: -220259.875000 Penalty: 1145.938599
	Iteration 0F: 2 clusters Score -220259.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -218224.109375 Penalty: 2291.877197
	Iteration 0F: 3 clusters Score -218224.1 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -218720.843750 Penalty: 2291.877197
	Iteration 1F: 3 clusters Score -218720.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -218861.781250 Penalty: 2291.877197
	Iteration 2F: 3 clusters Score -218861.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -218936.875000 Penalty: 2291.877197
	Iteration 3Q: 3 clusters Score -218936.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -218982.125000 Penalty: 2291.877197
	Iteration 4Q: 3 clusters Score -218982.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -219015.953125 Penalty: 2291.877197
	Iteration 5Q: 3 clusters Score -219016 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -219042.031250 Penalty: 2291.877197
	Iteration 6Q: 3 clusters Score -219042 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -219061.218750 Penalty: 2291.877197
	Iteration 7Q: 3 clusters Score -219061.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -219080.484375 Penalty: 2291.877197
	Iteration 8Q: 3 clusters Score -219080.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -219102.437500 Penalty: 2291.877197
	Iteration 9Q: 3 clusters Score -219102.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -219117.812500 Penalty: 2291.877197
	Iteration 10Q: 3 clusters Score -219117.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -219131.062500 Penalty: 2291.877197
	Iteration 11Q: 3 clusters Score -219131.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -219142.796875 Penalty: 2291.877197
	Iteration 12Q: 3 clusters Score -219142.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -219153.796875 Penalty: 2291.877197
	Iteration 13Q: 3 clusters Score -219153.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -219160.453125 Penalty: 2291.877197
	Iteration 14Q: 3 clusters Score -219160.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -219164.062500 Penalty: 2291.877197
	Iteration 15Q: 3 clusters Score -219164.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -219167.468750 Penalty: 2291.877197
	Iteration 16Q: 3 clusters Score -219167.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -219168.437500 Penalty: 2291.877197
	Iteration 17Q: 3 clusters Score -219168.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -219168.437500 Penalty: 2291.877197
	Iteration 18F: 3 clusters Score -219168.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Entering Unmasked Estep 
Score: -74420.679688 Penalty: 1014.980774
	Iteration 0F: 2 clusters Score -74420.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -73273.992188 Penalty: 2029.961548
	Iteration 0F: 3 clusters Score -73273.99 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -73724.859375 Penalty: 2029.961548
	Iteration 1F: 3 clusters Score -73724.86 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -73889.132812 Penalty: 2029.961548
	Iteration 2F: 3 clusters Score -73889.13 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -73975.625000 Penalty: 2029.961548
	Iteration 3F: 3 clusters Score -73975.62 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -74027.242188 Penalty: 2029.961548
	Iteration 4Q: 3 clusters Score -74027.24 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -74077.867188 Penalty: 2029.961548
	Iteration 5Q: 3 clusters Score -74077.87 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -74129.554688 Penalty: 2029.961548
	Iteration 6Q: 3 clusters Score -74129.55 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -74186.664062 Penalty: 2029.961548
	Iteration 7Q: 3 clusters Score -74186.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -74222.414062 Penalty: 2029.961548
	Iteration 8Q: 3 clusters Score -74222.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -74249.898438 Penalty: 2029.961548
	Iteration 9Q: 3 clusters Score -74249.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -74258.656250 Penalty: 2029.961548
	Iteration 10Q: 3 clusters Score -74258.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -74268.562500 Penalty: 2029.961548
	Iteration 11Q: 3 clusters Score -74268.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -74274.976562 Penalty: 2029.961548
	Iteration 12Q: 3 clusters Score -74274.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -74277.921875 Penalty: 2029.961548
	Iteration 13Q: 3 clusters Score -74277.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -74285.507812 Penalty: 2029.961548
	Iteration 14Q: 3 clusters Score -74285.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -74286.796875 Penalty: 2029.961548
	Iteration 15Q: 3 clusters Score -74286.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -74286.796875 Penalty: 2029.961548
	Iteration 16F: 3 clusters Score -74286.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (36098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36098 members 
Entering Unmasked Estep 
Score: -3751067.750000 Penalty: 1561.506104
	Iteration 0F: 2 clusters Score -3751068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -3727438.500000 Penalty: 3123.012207
	Iteration 0F: 3 clusters Score -3727438 nChanged 16513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -3736544.500000 Penalty: 3123.012207
	Iteration 1F: 3 clusters Score -3736544 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -3737053.250000 Penalty: 3123.012207
	Iteration 2Q: 3 clusters Score -3737053 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -3737453.500000 Penalty: 3123.012207
	Iteration 3Q: 3 clusters Score -3737454 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -3737807.000000 Penalty: 3123.012207
	Iteration 4Q: 3 clusters Score -3737807 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -3738138.500000 Penalty: 3123.012207
	Iteration 5Q: 3 clusters Score -3738138 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -3738478.750000 Penalty: 3123.012207
	Iteration 6Q: 3 clusters Score -3738479 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -3738860.250000 Penalty: 3123.012207
	Iteration 7Q: 3 clusters Score -3738860 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -3739339.000000 Penalty: 3123.012207
	Iteration 8Q: 3 clusters Score -3739339 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -3739833.500000 Penalty: 3123.012207
	Iteration 9Q: 3 clusters Score -3739834 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -3740485.250000 Penalty: 3123.012207
	Iteration 10Q: 3 clusters Score -3740485 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -3741268.000000 Penalty: 3123.012207
	Iteration 11Q: 3 clusters Score -3741268 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -3742153.000000 Penalty: 3123.012207
	Iteration 12Q: 3 clusters Score -3742153 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26278 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -3743154.250000 Penalty: 3123.012207
	Iteration 13Q: 3 clusters Score -3743154 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27778 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -3744234.250000 Penalty: 3123.012207
	Iteration 14Q: 3 clusters Score -3744234 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29238 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -3745306.250000 Penalty: 3123.012207
	Iteration 15Q: 3 clusters Score -3745306 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30555 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -3746285.000000 Penalty: 3123.012207
	Iteration 16Q: 3 clusters Score -3746285 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31683 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -3747119.750000 Penalty: 3123.012207
	Iteration 17Q: 3 clusters Score -3747120 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32637 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -3747780.750000 Penalty: 3123.012207
	Iteration 18Q: 3 clusters Score -3747781 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33394 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -3748296.250000 Penalty: 3123.012207
	Iteration 19Q: 3 clusters Score -3748296 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33994 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -3748739.000000 Penalty: 3123.012207
	Iteration 20F: 3 clusters Score -3748739 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34469 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -3749081.750000 Penalty: 3123.012207
	Iteration 21Q: 3 clusters Score -3749082 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34816 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -3749321.250000 Penalty: 3123.012207
	Iteration 22Q: 3 clusters Score -3749321 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35061 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3749495.000000 Penalty: 3123.012207
	Iteration 23Q: 3 clusters Score -3749495 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35220 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -3749592.500000 Penalty: 3123.012207
	Iteration 24Q: 3 clusters Score -3749592 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35339 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -3749694.000000 Penalty: 3123.012207
	Iteration 25Q: 3 clusters Score -3749694 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35423 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -3749750.750000 Penalty: 3123.012207
	Iteration 26Q: 3 clusters Score -3749751 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35478 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3749789.250000 Penalty: 3123.012207
	Iteration 27Q: 3 clusters Score -3749789 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35523 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -3749813.750000 Penalty: 3123.012207
	Iteration 28Q: 3 clusters Score -3749814 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35545 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3749832.750000 Penalty: 3123.012207
	Iteration 29Q: 3 clusters Score -3749833 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35559 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3749851.250000 Penalty: 3123.012207
	Iteration 30Q: 3 clusters Score -3749851 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35573 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3749872.750000 Penalty: 3123.012207
	Iteration 31Q: 3 clusters Score -3749873 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35591 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3749880.250000 Penalty: 3123.012207
	Iteration 32Q: 3 clusters Score -3749880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35603 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3749882.500000 Penalty: 3123.012207
	Iteration 33Q: 3 clusters Score -3749882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35613 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3749888.500000 Penalty: 3123.012207
	Iteration 34Q: 3 clusters Score -3749888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35622 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -3749894.000000 Penalty: 3123.012207
	Iteration 35Q: 3 clusters Score -3749894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35626 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3749899.500000 Penalty: 3123.012207
	Iteration 36Q: 3 clusters Score -3749900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35627 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3749897.250000 Penalty: 3123.012207
	Iteration 37Q: 3 clusters Score -3749897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35630 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3749900.500000 Penalty: 3123.012207
	Iteration 38Q: 3 clusters Score -3749900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35632 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -3749903.000000 Penalty: 3123.012207
	Iteration 39Q: 3 clusters Score -3749903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35633 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -3749903.250000 Penalty: 3123.012207
	Iteration 40F: 3 clusters Score -3749903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35635 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -3749898.750000 Penalty: 3123.012207
	Iteration 41Q: 3 clusters Score -3749899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35635 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -3749898.750000 Penalty: 3123.012207
	Iteration 42F: 3 clusters Score -3749899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Entering Unmasked Estep 
Score: -173296.312500 Penalty: 1125.558716
	Iteration 0F: 2 clusters Score -173296.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -171517.156250 Penalty: 2251.117432
	Iteration 0F: 3 clusters Score -171517.2 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -171994.390625 Penalty: 2251.117432
	Iteration 1F: 3 clusters Score -171994.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -172120.671875 Penalty: 2251.117432
	Iteration 2F: 3 clusters Score -172120.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -172203.015625 Penalty: 2251.117432
	Iteration 3Q: 3 clusters Score -172203 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -172293.718750 Penalty: 2251.117432
	Iteration 4Q: 3 clusters Score -172293.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -172361.140625 Penalty: 2251.117432
	Iteration 5Q: 3 clusters Score -172361.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -172412.437500 Penalty: 2251.117432
	Iteration 6Q: 3 clusters Score -172412.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -172453.078125 Penalty: 2251.117432
	Iteration 7Q: 3 clusters Score -172453.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -172491.437500 Penalty: 2251.117432
	Iteration 8Q: 3 clusters Score -172491.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -172525.531250 Penalty: 2251.117432
	Iteration 9Q: 3 clusters Score -172525.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -172540.765625 Penalty: 2251.117432
	Iteration 10Q: 3 clusters Score -172540.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -172554.609375 Penalty: 2251.117432
	Iteration 11Q: 3 clusters Score -172554.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -172567.375000 Penalty: 2251.117432
	Iteration 12Q: 3 clusters Score -172567.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -172578.375000 Penalty: 2251.117432
	Iteration 13Q: 3 clusters Score -172578.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -172587.546875 Penalty: 2251.117432
	Iteration 14Q: 3 clusters Score -172587.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -172597.437500 Penalty: 2251.117432
	Iteration 15Q: 3 clusters Score -172597.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -172604.781250 Penalty: 2251.117432
	Iteration 16Q: 3 clusters Score -172604.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -172610.187500 Penalty: 2251.117432
	Iteration 17Q: 3 clusters Score -172610.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -172617.156250 Penalty: 2251.117432
	Iteration 18Q: 3 clusters Score -172617.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -172628.515625 Penalty: 2251.117432
	Iteration 19Q: 3 clusters Score -172628.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -172641.328125 Penalty: 2251.117432
	Iteration 20F: 3 clusters Score -172641.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -172650.609375 Penalty: 2251.117432
	Iteration 21Q: 3 clusters Score -172650.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -172666.906250 Penalty: 2251.117432
	Iteration 22Q: 3 clusters Score -172666.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -172683.640625 Penalty: 2251.117432
	Iteration 23Q: 3 clusters Score -172683.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -172703.062500 Penalty: 2251.117432
	Iteration 24Q: 3 clusters Score -172703.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -172722.843750 Penalty: 2251.117432
	Iteration 25Q: 3 clusters Score -172722.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -172749.843750 Penalty: 2251.117432
	Iteration 26Q: 3 clusters Score -172749.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -172775.687500 Penalty: 2251.117432
	Iteration 27Q: 3 clusters Score -172775.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -172807.625000 Penalty: 2251.117432
	Iteration 28Q: 3 clusters Score -172807.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -172837.546875 Penalty: 2251.117432
	Iteration 29Q: 3 clusters Score -172837.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -172865.343750 Penalty: 2251.117432
	Iteration 30Q: 3 clusters Score -172865.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -172888.531250 Penalty: 2251.117432
	Iteration 31Q: 3 clusters Score -172888.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -172906.015625 Penalty: 2251.117432
	Iteration 32Q: 3 clusters Score -172906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -172923.453125 Penalty: 2251.117432
	Iteration 33Q: 3 clusters Score -172923.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -172935.890625 Penalty: 2251.117432
	Iteration 34Q: 3 clusters Score -172935.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -172945.531250 Penalty: 2251.117432
	Iteration 35Q: 3 clusters Score -172945.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -172954.125000 Penalty: 2251.117432
	Iteration 36Q: 3 clusters Score -172954.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -172960.109375 Penalty: 2251.117432
	Iteration 37Q: 3 clusters Score -172960.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -172962.531250 Penalty: 2251.117432
	Iteration 38Q: 3 clusters Score -172962.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -172967.484375 Penalty: 2251.117432
	Iteration 39Q: 3 clusters Score -172967.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -172971.984375 Penalty: 2251.117432
	Iteration 40F: 3 clusters Score -172972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -172976.343750 Penalty: 2251.117432
	Iteration 41Q: 3 clusters Score -172976.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -172979.703125 Penalty: 2251.117432
	Iteration 42Q: 3 clusters Score -172979.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -172981.609375 Penalty: 2251.117432
	Iteration 43Q: 3 clusters Score -172981.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -172984.046875 Penalty: 2251.117432
	Iteration 44Q: 3 clusters Score -172984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -172988.312500 Penalty: 2251.117432
	Iteration 45Q: 3 clusters Score -172988.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -172992.343750 Penalty: 2251.117432
	Iteration 46Q: 3 clusters Score -172992.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -172993.781250 Penalty: 2251.117432
	Iteration 47Q: 3 clusters Score -172993.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -172994.765625 Penalty: 2251.117432
	Iteration 48Q: 3 clusters Score -172994.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -172994.765625 Penalty: 2251.117432
	Iteration 49F: 3 clusters Score -172994.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (17708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Entering Unmasked Estep 
Score: -1860994.500000 Penalty: 1455.527710
	Iteration 0F: 2 clusters Score -1860994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1849253.250000 Penalty: 2911.055420
	Iteration 0F: 3 clusters Score -1849253 nChanged 7716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1853467.250000 Penalty: 2911.055420
	Iteration 1F: 3 clusters Score -1853467 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1853881.625000 Penalty: 2911.055420
	Iteration 2F: 3 clusters Score -1853882 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1854193.625000 Penalty: 2911.055420
	Iteration 3Q: 3 clusters Score -1854194 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1854443.000000 Penalty: 2911.055420
	Iteration 4Q: 3 clusters Score -1854443 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1854640.125000 Penalty: 2911.055420
	Iteration 5Q: 3 clusters Score -1854640 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1854850.375000 Penalty: 2911.055420
	Iteration 6Q: 3 clusters Score -1854850 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1855066.125000 Penalty: 2911.055420
	Iteration 7Q: 3 clusters Score -1855066 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1855348.750000 Penalty: 2911.055420
	Iteration 8Q: 3 clusters Score -1855349 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1855711.375000 Penalty: 2911.055420
	Iteration 9Q: 3 clusters Score -1855711 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -1856141.250000 Penalty: 2911.055420
	Iteration 10Q: 3 clusters Score -1856141 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -1856571.750000 Penalty: 2911.055420
	Iteration 11Q: 3 clusters Score -1856572 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -1857044.875000 Penalty: 2911.055420
	Iteration 12Q: 3 clusters Score -1857045 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -1857491.750000 Penalty: 2911.055420
	Iteration 13Q: 3 clusters Score -1857492 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -1857932.000000 Penalty: 2911.055420
	Iteration 14Q: 3 clusters Score -1857932 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -1858318.500000 Penalty: 2911.055420
	Iteration 15Q: 3 clusters Score -1858318 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -1858651.250000 Penalty: 2911.055420
	Iteration 16Q: 3 clusters Score -1858651 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -1858967.250000 Penalty: 2911.055420
	Iteration 17Q: 3 clusters Score -1858967 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -1859256.125000 Penalty: 2911.055420
	Iteration 18Q: 3 clusters Score -1859256 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -1859472.250000 Penalty: 2911.055420
	Iteration 19Q: 3 clusters Score -1859472 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -1859629.875000 Penalty: 2911.055420
	Iteration 20F: 3 clusters Score -1859630 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -1859723.750000 Penalty: 2911.055420
	Iteration 21Q: 3 clusters Score -1859724 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -1859788.875000 Penalty: 2911.055420
	Iteration 22Q: 3 clusters Score -1859789 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -1859837.375000 Penalty: 2911.055420
	Iteration 23Q: 3 clusters Score -1859837 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -1859875.250000 Penalty: 2911.055420
	Iteration 24Q: 3 clusters Score -1859875 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -1859898.250000 Penalty: 2911.055420
	Iteration 25Q: 3 clusters Score -1859898 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -1859915.875000 Penalty: 2911.055420
	Iteration 26Q: 3 clusters Score -1859916 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -1859939.125000 Penalty: 2911.055420
	Iteration 27Q: 3 clusters Score -1859939 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -1859955.500000 Penalty: 2911.055420
	Iteration 28Q: 3 clusters Score -1859956 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -1859972.875000 Penalty: 2911.055420
	Iteration 29Q: 3 clusters Score -1859973 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -1859986.750000 Penalty: 2911.055420
	Iteration 30Q: 3 clusters Score -1859987 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -1859999.750000 Penalty: 2911.055420
	Iteration 31Q: 3 clusters Score -1860000 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -1860009.625000 Penalty: 2911.055420
	Iteration 32Q: 3 clusters Score -1860010 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -1860017.000000 Penalty: 2911.055420
	Iteration 33Q: 3 clusters Score -1860017 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -1860022.750000 Penalty: 2911.055420
	Iteration 34Q: 3 clusters Score -1860023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -1860023.625000 Penalty: 2911.055420
	Iteration 35Q: 3 clusters Score -1860024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -1860027.375000 Penalty: 2911.055420
	Iteration 36Q: 3 clusters Score -1860027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -1860028.500000 Penalty: 2911.055420
	Iteration 37Q: 3 clusters Score -1860028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -1860033.375000 Penalty: 2911.055420
	Iteration 38Q: 3 clusters Score -1860033 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -1860039.875000 Penalty: 2911.055420
	Iteration 39Q: 3 clusters Score -1860040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -1860046.250000 Penalty: 2911.055420
	Iteration 40F: 3 clusters Score -1860046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -1860046.125000 Penalty: 2911.055420
	Iteration 41Q: 3 clusters Score -1860046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -1860050.875000 Penalty: 2911.055420
	Iteration 42Q: 3 clusters Score -1860051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -1860047.625000 Penalty: 2911.055420
	Iteration 43Q: 3 clusters Score -1860048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -1860051.625000 Penalty: 2911.055420
	Iteration 44Q: 3 clusters Score -1860052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -1860053.750000 Penalty: 2911.055420
	Iteration 45Q: 3 clusters Score -1860054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -1860053.000000 Penalty: 2911.055420
	Iteration 46Q: 3 clusters Score -1860053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -1860054.750000 Penalty: 2911.055420
	Iteration 47Q: 3 clusters Score -1860055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -1860054.000000 Penalty: 2911.055420
	Iteration 48Q: 3 clusters Score -1860054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -1860059.250000 Penalty: 2911.055420
	Iteration 49Q: 3 clusters Score -1860059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -1860060.875000 Penalty: 2911.055420
	Iteration 50Q: 3 clusters Score -1860061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -1860063.625000 Penalty: 2911.055420
	Iteration 51Q: 3 clusters Score -1860064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -1860062.625000 Penalty: 2911.055420
	Iteration 52Q: 3 clusters Score -1860063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -1860064.500000 Penalty: 2911.055420
	Iteration 53Q: 3 clusters Score -1860064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -1860064.500000 Penalty: 2911.055420
	Iteration 54Q: 3 clusters Score -1860064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -1860064.250000 Penalty: 2911.055420
	Iteration 55Q: 3 clusters Score -1860064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -1860064.250000 Penalty: 2911.055420
	Iteration 56F: 3 clusters Score -1860064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Entering Unmasked Estep 
Score: -34926.757812 Penalty: 883.112244
	Iteration 0F: 2 clusters Score -34926.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -34152.070312 Penalty: 1766.224487
	Iteration 0F: 3 clusters Score -34152.07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -34308.953125 Penalty: 1766.224487
	Iteration 1F: 3 clusters Score -34308.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -34340.054688 Penalty: 1766.224487
	Iteration 2Q: 3 clusters Score -34340.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -34351.695312 Penalty: 1766.224487
	Iteration 3Q: 3 clusters Score -34351.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -34354.281250 Penalty: 1766.224487
	Iteration 4Q: 3 clusters Score -34354.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -34354.281250 Penalty: 1766.224487
	Iteration 5F: 3 clusters Score -34354.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (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: -601703.812500 Penalty: 1302.595581
	Iteration 0F: 2 clusters Score -601703.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -597236.812500 Penalty: 2605.191162
	Iteration 0F: 3 clusters Score -597236.8 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -598631.812500 Penalty: 2605.191162
	Iteration 1F: 3 clusters Score -598631.8 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -598910.250000 Penalty: 2605.191162
	Iteration 2F: 3 clusters Score -598910.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -599124.750000 Penalty: 2605.191162
	Iteration 3F: 3 clusters Score -599124.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -599292.000000 Penalty: 2605.191162
	Iteration 4Q: 3 clusters Score -599292 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -599435.125000 Penalty: 2605.191162
	Iteration 5Q: 3 clusters Score -599435.1 nChanged 227
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: -599585.750000 Penalty: 2605.191162
	Iteration 6Q: 3 clusters Score -599585.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -599729.500000 Penalty: 2605.191162
	Iteration 7Q: 3 clusters Score -599729.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -599904.437500 Penalty: 2605.191162
	Iteration 8Q: 3 clusters Score -599904.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -600104.437500 Penalty: 2605.191162
	Iteration 9Q: 3 clusters Score -600104.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -600282.125000 Penalty: 2605.191162
	Iteration 10Q: 3 clusters Score -600282.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -600413.562500 Penalty: 2605.191162
	Iteration 11Q: 3 clusters Score -600413.6 nChanged 155
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: -600494.312500 Penalty: 2605.191162
	Iteration 12Q: 3 clusters Score -600494.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -600565.812500 Penalty: 2605.191162
	Iteration 13Q: 3 clusters Score -600565.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -600624.250000 Penalty: 2605.191162
	Iteration 14Q: 3 clusters Score -600624.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -600672.875000 Penalty: 2605.191162
	Iteration 15Q: 3 clusters Score -600672.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -600719.750000 Penalty: 2605.191162
	Iteration 16Q: 3 clusters Score -600719.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -600754.687500 Penalty: 2605.191162
	Iteration 17Q: 3 clusters Score -600754.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -600776.687500 Penalty: 2605.191162
	Iteration 18Q: 3 clusters Score -600776.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -600796.125000 Penalty: 2605.191162
	Iteration 19Q: 3 clusters Score -600796.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -600814.687500 Penalty: 2605.191162
	Iteration 20F: 3 clusters Score -600814.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -600833.312500 Penalty: 2605.191162
	Iteration 21Q: 3 clusters Score -600833.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -600847.125000 Penalty: 2605.191162
	Iteration 22Q: 3 clusters Score -600847.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -600861.000000 Penalty: 2605.191162
	Iteration 23Q: 3 clusters Score -600861 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -600873.750000 Penalty: 2605.191162
	Iteration 24Q: 3 clusters Score -600873.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -600881.000000 Penalty: 2605.191162
	Iteration 25Q: 3 clusters Score -600881 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -600890.187500 Penalty: 2605.191162
	Iteration 26Q: 3 clusters Score -600890.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -600899.437500 Penalty: 2605.191162
	Iteration 27Q: 3 clusters Score -600899.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -600907.062500 Penalty: 2605.191162
	Iteration 28Q: 3 clusters Score -600907.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -600915.312500 Penalty: 2605.191162
	Iteration 29Q: 3 clusters Score -600915.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -600924.500000 Penalty: 2605.191162
	Iteration 30Q: 3 clusters Score -600924.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -600932.875000 Penalty: 2605.191162
	Iteration 31Q: 3 clusters Score -600932.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -600942.937500 Penalty: 2605.191162
	Iteration 32Q: 3 clusters Score -600942.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -600949.187500 Penalty: 2605.191162
	Iteration 33Q: 3 clusters Score -600949.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -600954.125000 Penalty: 2605.191162
	Iteration 34Q: 3 clusters Score -600954.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -600960.875000 Penalty: 2605.191162
	Iteration 35Q: 3 clusters Score -600960.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -600968.875000 Penalty: 2605.191162
	Iteration 36Q: 3 clusters Score -600968.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -600978.812500 Penalty: 2605.191162
	Iteration 37Q: 3 clusters Score -600978.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -600989.437500 Penalty: 2605.191162
	Iteration 38Q: 3 clusters Score -600989.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -600999.625000 Penalty: 2605.191162
	Iteration 39Q: 3 clusters Score -600999.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -601004.625000 Penalty: 2605.191162
	Iteration 40F: 3 clusters Score -601004.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -601010.062500 Penalty: 2605.191162
	Iteration 41Q: 3 clusters Score -601010.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -601015.125000 Penalty: 2605.191162
	Iteration 42Q: 3 clusters Score -601015.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -601018.500000 Penalty: 2605.191162
	Iteration 43Q: 3 clusters Score -601018.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -601021.625000 Penalty: 2605.191162
	Iteration 44Q: 3 clusters Score -601021.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -601023.312500 Penalty: 2605.191162
	Iteration 45Q: 3 clusters Score -601023.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -601026.625000 Penalty: 2605.191162
	Iteration 46Q: 3 clusters Score -601026.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -601027.562500 Penalty: 2605.191162
	Iteration 47Q: 3 clusters Score -601027.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -601029.312500 Penalty: 2605.191162
	Iteration 48Q: 3 clusters Score -601029.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -601031.562500 Penalty: 2605.191162
	Iteration 49Q: 3 clusters Score -601031.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -601029.875000 Penalty: 2605.191162
	Iteration 50Q: 3 clusters Score -601029.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -601029.875000 Penalty: 2605.191162
	Iteration 51Q: 3 clusters Score -601029.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -601031.187500 Penalty: 2605.191162
	Iteration 52Q: 3 clusters Score -601031.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -601031.437500 Penalty: 2605.191162
	Iteration 53Q: 3 clusters Score -601031.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -601031.687500 Penalty: 2605.191162
	Iteration 54Q: 3 clusters Score -601031.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -601033.500000 Penalty: 2605.191162
	Iteration 55Q: 3 clusters Score -601033.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -601033.750000 Penalty: 2605.191162
	Iteration 56Q: 3 clusters Score -601033.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -601034.625000 Penalty: 2605.191162
	Iteration 57Q: 3 clusters Score -601034.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -601036.500000 Penalty: 2605.191162
	Iteration 58Q: 3 clusters Score -601036.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -601035.750000 Penalty: 2605.191162
	Iteration 59Q: 3 clusters Score -601035.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -601038.687500 Penalty: 2605.191162
	Iteration 60F: 3 clusters Score -601038.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -601037.812500 Penalty: 2605.191162
	Iteration 61Q: 3 clusters Score -601037.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -601039.375000 Penalty: 2605.191162
	Iteration 62Q: 3 clusters Score -601039.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -601039.375000 Penalty: 2605.191162
	Iteration 63F: 3 clusters Score -601039.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Entering Unmasked Estep 
Score: -129278.171875 Penalty: 1080.991821
	Iteration 0F: 2 clusters Score -129278.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -127741.000000 Penalty: 2161.983643
	Iteration 0F: 3 clusters Score -127741 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -128171.093750 Penalty: 2161.983643
	Iteration 1F: 3 clusters Score -128171.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -128324.906250 Penalty: 2161.983643
	Iteration 2F: 3 clusters Score -128324.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -128443.390625 Penalty: 2161.983643
	Iteration 3Q: 3 clusters Score -128443.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -128539.382812 Penalty: 2161.983643
	Iteration 4Q: 3 clusters Score -128539.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -128599.265625 Penalty: 2161.983643
	Iteration 5Q: 3 clusters Score -128599.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -128657.851562 Penalty: 2161.983643
	Iteration 6Q: 3 clusters Score -128657.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -128688.101562 Penalty: 2161.983643
	Iteration 7Q: 3 clusters Score -128688.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -128714.304688 Penalty: 2161.983643
	Iteration 8Q: 3 clusters Score -128714.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -128743.523438 Penalty: 2161.983643
	Iteration 9Q: 3 clusters Score -128743.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -128780.343750 Penalty: 2161.983643
	Iteration 10Q: 3 clusters Score -128780.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -128819.695312 Penalty: 2161.983643
	Iteration 11Q: 3 clusters Score -128819.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -128852.359375 Penalty: 2161.983643
	Iteration 12Q: 3 clusters Score -128852.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -128880.593750 Penalty: 2161.983643
	Iteration 13Q: 3 clusters Score -128880.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -128904.429688 Penalty: 2161.983643
	Iteration 14Q: 3 clusters Score -128904.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -128919.789062 Penalty: 2161.983643
	Iteration 15Q: 3 clusters Score -128919.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -128933.640625 Penalty: 2161.983643
	Iteration 16Q: 3 clusters Score -128933.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -128951.343750 Penalty: 2161.983643
	Iteration 17Q: 3 clusters Score -128951.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -128969.078125 Penalty: 2161.983643
	Iteration 18Q: 3 clusters Score -128969.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -128996.757812 Penalty: 2161.983643
	Iteration 19Q: 3 clusters Score -128996.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -129020.492188 Penalty: 2161.983643
	Iteration 20F: 3 clusters Score -129020.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -129046.992188 Penalty: 2161.983643
	Iteration 21Q: 3 clusters Score -129047 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -129064.882812 Penalty: 2161.983643
	Iteration 22Q: 3 clusters Score -129064.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -129079.046875 Penalty: 2161.983643
	Iteration 23Q: 3 clusters Score -129079 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -129096.742188 Penalty: 2161.983643
	Iteration 24Q: 3 clusters Score -129096.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -129107.085938 Penalty: 2161.983643
	Iteration 25Q: 3 clusters Score -129107.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -129116.968750 Penalty: 2161.983643
	Iteration 26Q: 3 clusters Score -129117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -129127.984375 Penalty: 2161.983643
	Iteration 27Q: 3 clusters Score -129128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -129134.820312 Penalty: 2161.983643
	Iteration 28Q: 3 clusters Score -129134.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -129137.476562 Penalty: 2161.983643
	Iteration 29Q: 3 clusters Score -129137.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -129137.476562 Penalty: 2161.983643
	Iteration 30F: 3 clusters Score -129137.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (7089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Entering Unmasked Estep 
Score: -714285.375000 Penalty: 1319.305420
	Iteration 0F: 2 clusters Score -714285.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -709322.875000 Penalty: 2638.610840
	Iteration 0F: 3 clusters Score -709322.9 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -710845.687500 Penalty: 2638.610840
	Iteration 1F: 3 clusters Score -710845.7 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -711133.062500 Penalty: 2638.610840
	Iteration 2F: 3 clusters Score -711133.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -711329.750000 Penalty: 2638.610840
	Iteration 3F: 3 clusters Score -711329.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -711476.437500 Penalty: 2638.610840
	Iteration 4Q: 3 clusters Score -711476.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -711618.062500 Penalty: 2638.610840
	Iteration 5Q: 3 clusters Score -711618.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -711742.000000 Penalty: 2638.610840
	Iteration 6Q: 3 clusters Score -711742 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -711842.500000 Penalty: 2638.610840
	Iteration 7Q: 3 clusters Score -711842.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -711945.250000 Penalty: 2638.610840
	Iteration 8Q: 3 clusters Score -711945.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -712032.250000 Penalty: 2638.610840
	Iteration 9Q: 3 clusters Score -712032.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -712139.125000 Penalty: 2638.610840
	Iteration 10Q: 3 clusters Score -712139.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -712250.375000 Penalty: 2638.610840
	Iteration 11Q: 3 clusters Score -712250.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -712389.062500 Penalty: 2638.610840
	Iteration 12Q: 3 clusters Score -712389.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -712553.625000 Penalty: 2638.610840
	Iteration 13Q: 3 clusters Score -712553.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -712703.125000 Penalty: 2638.610840
	Iteration 14Q: 3 clusters Score -712703.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -712829.687500 Penalty: 2638.610840
	Iteration 15Q: 3 clusters Score -712829.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -712937.937500 Penalty: 2638.610840
	Iteration 16Q: 3 clusters Score -712937.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -713033.625000 Penalty: 2638.610840
	Iteration 17Q: 3 clusters Score -713033.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -713118.875000 Penalty: 2638.610840
	Iteration 18Q: 3 clusters Score -713118.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -713181.625000 Penalty: 2638.610840
	Iteration 19Q: 3 clusters Score -713181.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -713233.687500 Penalty: 2638.610840
	Iteration 20F: 3 clusters Score -713233.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -713270.250000 Penalty: 2638.610840
	Iteration 21Q: 3 clusters Score -713270.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -713304.125000 Penalty: 2638.610840
	Iteration 22Q: 3 clusters Score -713304.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -713339.625000 Penalty: 2638.610840
	Iteration 23Q: 3 clusters Score -713339.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -713354.812500 Penalty: 2638.610840
	Iteration 24Q: 3 clusters Score -713354.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -713362.687500 Penalty: 2638.610840
	Iteration 25Q: 3 clusters Score -713362.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -713376.500000 Penalty: 2638.610840
	Iteration 26Q: 3 clusters Score -713376.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -713386.000000 Penalty: 2638.610840
	Iteration 27Q: 3 clusters Score -713386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -713390.875000 Penalty: 2638.610840
	Iteration 28Q: 3 clusters Score -713390.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -713395.812500 Penalty: 2638.610840
	Iteration 29Q: 3 clusters Score -713395.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -713399.812500 Penalty: 2638.610840
	Iteration 30Q: 3 clusters Score -713399.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -713401.625000 Penalty: 2638.610840
	Iteration 31Q: 3 clusters Score -713401.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -713404.937500 Penalty: 2638.610840
	Iteration 32Q: 3 clusters Score -713404.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -713407.562500 Penalty: 2638.610840
	Iteration 33Q: 3 clusters Score -713407.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -713411.062500 Penalty: 2638.610840
	Iteration 34Q: 3 clusters Score -713411.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -713414.062500 Penalty: 2638.610840
	Iteration 35Q: 3 clusters Score -713414.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -713414.062500 Penalty: 2638.610840
	Iteration 36F: 3 clusters Score -713414.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (20081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Entering Unmasked Estep 
Score: -2086215.375000 Penalty: 1474.240479
	Iteration 0F: 2 clusters Score -2086215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -2073247.000000 Penalty: 2948.480957
	Iteration 0F: 3 clusters Score -2073247 nChanged 8748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -2077875.875000 Penalty: 2948.480957
	Iteration 1F: 3 clusters Score -2077876 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -2078264.000000 Penalty: 2948.480957
	Iteration 2F: 3 clusters Score -2078264 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -2078595.000000 Penalty: 2948.480957
	Iteration 3Q: 3 clusters Score -2078595 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -2078850.750000 Penalty: 2948.480957
	Iteration 4Q: 3 clusters Score -2078851 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -2079076.750000 Penalty: 2948.480957
	Iteration 5Q: 3 clusters Score -2079077 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -2079272.000000 Penalty: 2948.480957
	Iteration 6Q: 3 clusters Score -2079272 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -2079445.875000 Penalty: 2948.480957
	Iteration 7Q: 3 clusters Score -2079446 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -2079607.250000 Penalty: 2948.480957
	Iteration 8Q: 3 clusters Score -2079607 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -2079758.875000 Penalty: 2948.480957
	Iteration 9Q: 3 clusters Score -2079759 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -2079903.750000 Penalty: 2948.480957
	Iteration 10Q: 3 clusters Score -2079904 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -2080078.500000 Penalty: 2948.480957
	Iteration 11Q: 3 clusters Score -2080078 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -2080293.125000 Penalty: 2948.480957
	Iteration 12Q: 3 clusters Score -2080293 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -2080611.000000 Penalty: 2948.480957
	Iteration 13Q: 3 clusters Score -2080611 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -2081007.875000 Penalty: 2948.480957
	Iteration 14Q: 3 clusters Score -2081008 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -2081519.125000 Penalty: 2948.480957
	Iteration 15Q: 3 clusters Score -2081519 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -2082077.875000 Penalty: 2948.480957
	Iteration 16Q: 3 clusters Score -2082078 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -2082599.750000 Penalty: 2948.480957
	Iteration 17Q: 3 clusters Score -2082600 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -2083042.125000 Penalty: 2948.480957
	Iteration 18Q: 3 clusters Score -2083042 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -2083420.500000 Penalty: 2948.480957
	Iteration 19Q: 3 clusters Score -2083420 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -2083702.250000 Penalty: 2948.480957
	Iteration 20F: 3 clusters Score -2083702 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -2083916.875000 Penalty: 2948.480957
	Iteration 21Q: 3 clusters Score -2083917 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -2084095.875000 Penalty: 2948.480957
	Iteration 22Q: 3 clusters Score -2084096 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -2084253.250000 Penalty: 2948.480957
	Iteration 23Q: 3 clusters Score -2084253 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -2084377.875000 Penalty: 2948.480957
	Iteration 24Q: 3 clusters Score -2084378 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -2084493.250000 Penalty: 2948.480957
	Iteration 25Q: 3 clusters Score -2084493 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -2084577.875000 Penalty: 2948.480957
	Iteration 26Q: 3 clusters Score -2084578 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -2084645.500000 Penalty: 2948.480957
	Iteration 27Q: 3 clusters Score -2084646 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -2084694.500000 Penalty: 2948.480957
	Iteration 28Q: 3 clusters Score -2084694 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -2084738.000000 Penalty: 2948.480957
	Iteration 29Q: 3 clusters Score -2084738 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -2084781.500000 Penalty: 2948.480957
	Iteration 30Q: 3 clusters Score -2084782 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -2084808.625000 Penalty: 2948.480957
	Iteration 31Q: 3 clusters Score -2084809 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -2084832.125000 Penalty: 2948.480957
	Iteration 32Q: 3 clusters Score -2084832 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -2084864.375000 Penalty: 2948.480957
	Iteration 33Q: 3 clusters Score -2084864 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -2084885.750000 Penalty: 2948.480957
	Iteration 34Q: 3 clusters Score -2084886 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -2084906.375000 Penalty: 2948.480957
	Iteration 35Q: 3 clusters Score -2084906 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -2084921.750000 Penalty: 2948.480957
	Iteration 36Q: 3 clusters Score -2084922 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -2084929.750000 Penalty: 2948.480957
	Iteration 37Q: 3 clusters Score -2084930 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -2084940.625000 Penalty: 2948.480957
	Iteration 38Q: 3 clusters Score -2084941 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -2084950.500000 Penalty: 2948.480957
	Iteration 39Q: 3 clusters Score -2084950 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -2084957.125000 Penalty: 2948.480957
	Iteration 40F: 3 clusters Score -2084957 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -2084975.500000 Penalty: 2948.480957
	Iteration 41Q: 3 clusters Score -2084976 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -2084983.625000 Penalty: 2948.480957
	Iteration 42Q: 3 clusters Score -2084984 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -2084990.500000 Penalty: 2948.480957
	Iteration 43Q: 3 clusters Score -2084990 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -2085003.125000 Penalty: 2948.480957
	Iteration 44Q: 3 clusters Score -2085003 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -2085015.125000 Penalty: 2948.480957
	Iteration 45Q: 3 clusters Score -2085015 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -2085014.875000 Penalty: 2948.480957
	Iteration 46Q: 3 clusters Score -2085015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -2085016.875000 Penalty: 2948.480957
	Iteration 47Q: 3 clusters Score -2085017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -2085018.500000 Penalty: 2948.480957
	Iteration 48Q: 3 clusters Score -2085018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -2085021.625000 Penalty: 2948.480957
	Iteration 49Q: 3 clusters Score -2085022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -2085023.125000 Penalty: 2948.480957
	Iteration 50Q: 3 clusters Score -2085023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -2085030.125000 Penalty: 2948.480957
	Iteration 51Q: 3 clusters Score -2085030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -2085033.875000 Penalty: 2948.480957
	Iteration 52Q: 3 clusters Score -2085034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -2085038.125000 Penalty: 2948.480957
	Iteration 53Q: 3 clusters Score -2085038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -2085042.125000 Penalty: 2948.480957
	Iteration 54Q: 3 clusters Score -2085042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -2085042.000000 Penalty: 2948.480957
	Iteration 55Q: 3 clusters Score -2085042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -2085042.625000 Penalty: 2948.480957
	Iteration 56Q: 3 clusters Score -2085043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -2085043.375000 Penalty: 2948.480957
	Iteration 57Q: 3 clusters Score -2085043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -2085045.375000 Penalty: 2948.480957
	Iteration 58Q: 3 clusters Score -2085045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -2085047.250000 Penalty: 2948.480957
	Iteration 59Q: 3 clusters Score -2085047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -2085049.875000 Penalty: 2948.480957
	Iteration 60F: 3 clusters Score -2085050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -2085051.250000 Penalty: 2948.480957
	Iteration 61Q: 3 clusters Score -2085051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -2085053.625000 Penalty: 2948.480957
	Iteration 62Q: 3 clusters Score -2085054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -2085056.500000 Penalty: 2948.480957
	Iteration 63Q: 3 clusters Score -2085056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -2085056.875000 Penalty: 2948.480957
	Iteration 64Q: 3 clusters Score -2085057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -2085053.375000 Penalty: 2948.480957
	Iteration 65Q: 3 clusters Score -2085053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -2085057.625000 Penalty: 2948.480957
	Iteration 66Q: 3 clusters Score -2085058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -2085057.875000 Penalty: 2948.480957
	Iteration 67Q: 3 clusters Score -2085058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -2085057.875000 Penalty: 2948.480957
	Iteration 68F: 3 clusters Score -2085058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64726 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15881 members 
Mstep: Class 4 contains 24021 members 
Mstep: Class 5 contains 8688 members 
Mstep: Class 6 contains 10699 members 
Mstep: Class 7 contains 37848 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11566 members 
Mstep: Class 10 contains 49185 members 
Mstep: Class 11 contains 39882 members 
Mstep: Class 12 contains 29363 members 
Mstep: Class 13 contains 13259 members 
Mstep: Class 14 contains 1598 members 
Mstep: Class 15 contains 12311 members 
Mstep: Class 16 contains 6476 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 2186 members 
Mstep: Class 19 contains 34132 members 
Mstep: Class 20 contains 10055 members 
Mstep: Class 21 contains 2591 members 
Mstep: Class 22 contains 7688 members 
Mstep: Class 23 contains 4728 members 
Mstep: Class 24 contains 4324 members 
Mstep: Class 25 contains 15438 members 
Mstep: Class 26 contains 16151 members 
Mstep: Class 27 contains 7466 members 
Mstep: Class 28 contains 20909 members 
Mstep: Class 29 contains 9722 members 
Mstep: Class 30 contains 22444 members 
Mstep: Class 31 contains 14799 members 
Mstep: Class 32 contains 10661 members 
Mstep: Class 33 contains 3876 members 
Mstep: Class 34 contains 52027 members 
Mstep: Class 35 contains 200728 members 
Mstep: Class 36 contains 2761 members 
Mstep: Class 37 contains 11044 members 
Mstep: Class 38 contains 8230 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 917 members 
Mstep: Class 41 contains 36098 members 
Mstep: Class 42 contains 1928 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6336 members 
Mstep: Class 46 contains 1429 members 
Mstep: Class 47 contains 7089 members 
Mstep: Class 48 contains 20081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134432.000000 Penalty: 97921.867188
Iteration 199Q: 49 clusters Score -8.813443e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64726 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15884 members 
Mstep: Class 4 contains 24017 members 
Mstep: Class 5 contains 8700 members 
Mstep: Class 6 contains 10689 members 
Mstep: Class 7 contains 37848 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11566 members 
Mstep: Class 10 contains 49183 members 
Mstep: Class 11 contains 39881 members 
Mstep: Class 12 contains 29358 members 
Mstep: Class 13 contains 13260 members 
Mstep: Class 14 contains 1598 members 
Mstep: Class 15 contains 12311 members 
Mstep: Class 16 contains 6476 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 2186 members 
Mstep: Class 19 contains 34137 members 
Mstep: Class 20 contains 10055 members 
Mstep: Class 21 contains 2591 members 
Mstep: Class 22 contains 7689 members 
Mstep: Class 23 contains 4728 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 15438 members 
Mstep: Class 26 contains 16151 members 
Mstep: Class 27 contains 7464 members 
Mstep: Class 28 contains 20910 members 
Mstep: Class 29 contains 9722 members 
Mstep: Class 30 contains 22446 members 
Mstep: Class 31 contains 14802 members 
Mstep: Class 32 contains 10665 members 
Mstep: Class 33 contains 3876 members 
Mstep: Class 34 contains 52017 members 
Mstep: Class 35 contains 200711 members 
Mstep: Class 36 contains 2761 members 
Mstep: Class 37 contains 11044 members 
Mstep: Class 38 contains 8230 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 917 members 
Mstep: Class 41 contains 36103 members 
Mstep: Class 42 contains 1928 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6336 members 
Mstep: Class 46 contains 1429 members 
Mstep: Class 47 contains 7099 members 
Mstep: Class 48 contains 20082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134448.000000 Penalty: 97921.867188
Iteration 200F: 49 clusters Score -8.813445e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64721 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15886 members 
Mstep: Class 4 contains 24013 members 
Mstep: Class 5 contains 8710 members 
Mstep: Class 6 contains 10684 members 
Mstep: Class 7 contains 37847 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11566 members 
Mstep: Class 10 contains 49179 members 
Mstep: Class 11 contains 39881 members 
Mstep: Class 12 contains 29352 members 
Mstep: Class 13 contains 13259 members 
Mstep: Class 14 contains 1598 members 
Mstep: Class 15 contains 12310 members 
Mstep: Class 16 contains 6476 members 
Mstep: Class 17 contains 2766 members 
Mstep: Class 18 contains 2186 members 
Mstep: Class 19 contains 34142 members 
Mstep: Class 20 contains 10055 members 
Mstep: Class 21 contains 2592 members 
Mstep: Class 22 contains 7690 members 
Mstep: Class 23 contains 4724 members 
Mstep: Class 24 contains 4335 members 
Mstep: Class 25 contains 15438 members 
Mstep: Class 26 contains 16151 members 
Mstep: Class 27 contains 7461 members 
Mstep: Class 28 contains 20911 members 
Mstep: Class 29 contains 9722 members 
Mstep: Class 30 contains 22447 members 
Mstep: Class 31 contains 14804 members 
Mstep: Class 32 contains 10664 members 
Mstep: Class 33 contains 3876 members 
Mstep: Class 34 contains 52009 members 
Mstep: Class 35 contains 200705 members 
Mstep: Class 36 contains 2761 members 
Mstep: Class 37 contains 11044 members 
Mstep: Class 38 contains 8231 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 917 members 
Mstep: Class 41 contains 36110 members 
Mstep: Class 42 contains 1927 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6335 members 
Mstep: Class 46 contains 1429 members 
Mstep: Class 47 contains 7109 members 
Mstep: Class 48 contains 20083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134400.000000 Penalty: 97921.867188
Iteration 201Q: 49 clusters Score -8.81344e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64723 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15890 members 
Mstep: Class 4 contains 24004 members 
Mstep: Class 5 contains 8714 members 
Mstep: Class 6 contains 10681 members 
Mstep: Class 7 contains 37848 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11566 members 
Mstep: Class 10 contains 49175 members 
Mstep: Class 11 contains 39877 members 
Mstep: Class 12 contains 29353 members 
Mstep: Class 13 contains 13259 members 
Mstep: Class 14 contains 1598 members 
Mstep: Class 15 contains 12310 members 
Mstep: Class 16 contains 6476 members 
Mstep: Class 17 contains 2767 members 
Mstep: Class 18 contains 2187 members 
Mstep: Class 19 contains 34146 members 
Mstep: Class 20 contains 10055 members 
Mstep: Class 21 contains 2594 members 
Mstep: Class 22 contains 7689 members 
Mstep: Class 23 contains 4723 members 
Mstep: Class 24 contains 4338 members 
Mstep: Class 25 contains 15438 members 
Mstep: Class 26 contains 16152 members 
Mstep: Class 27 contains 7458 members 
Mstep: Class 28 contains 20912 members 
Mstep: Class 29 contains 9723 members 
Mstep: Class 30 contains 22447 members 
Mstep: Class 31 contains 14806 members 
Mstep: Class 32 contains 10662 members 
Mstep: Class 33 contains 3877 members 
Mstep: Class 34 contains 51996 members 
Mstep: Class 35 contains 200692 members 
Mstep: Class 36 contains 2761 members 
Mstep: Class 37 contains 11044 members 
Mstep: Class 38 contains 8227 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 917 members 
Mstep: Class 41 contains 36119 members 
Mstep: Class 42 contains 1927 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6335 members 
Mstep: Class 46 contains 1429 members 
Mstep: Class 47 contains 7125 members 
Mstep: Class 48 contains 20086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134488.000000 Penalty: 97921.867188
Iteration 202Q: 49 clusters Score -8.813449e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64721 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15888 members 
Mstep: Class 4 contains 24002 members 
Mstep: Class 5 contains 8722 members 
Mstep: Class 6 contains 10679 members 
Mstep: Class 7 contains 37850 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11566 members 
Mstep: Class 10 contains 49169 members 
Mstep: Class 11 contains 39874 members 
Mstep: Class 12 contains 29350 members 
Mstep: Class 13 contains 13260 members 
Mstep: Class 14 contains 1598 members 
Mstep: Class 15 contains 12310 members 
Mstep: Class 16 contains 6476 members 
Mstep: Class 17 contains 2767 members 
Mstep: Class 18 contains 2189 members 
Mstep: Class 19 contains 34150 members 
Mstep: Class 20 contains 10055 members 
Mstep: Class 21 contains 2594 members 
Mstep: Class 22 contains 7688 members 
Mstep: Class 23 contains 4723 members 
Mstep: Class 24 contains 4340 members 
Mstep: Class 25 contains 15438 members 
Mstep: Class 26 contains 16152 members 
Mstep: Class 27 contains 7460 members 
Mstep: Class 28 contains 20910 members 
Mstep: Class 29 contains 9723 members 
Mstep: Class 30 contains 22451 members 
Mstep: Class 31 contains 14808 members 
Mstep: Class 32 contains 10662 members 
Mstep: Class 33 contains 3879 members 
Mstep: Class 34 contains 51989 members 
Mstep: Class 35 contains 200675 members 
Mstep: Class 36 contains 2761 members 
Mstep: Class 37 contains 11044 members 
Mstep: Class 38 contains 8226 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 916 members 
Mstep: Class 41 contains 36123 members 
Mstep: Class 42 contains 1927 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6335 members 
Mstep: Class 46 contains 1429 members 
Mstep: Class 47 contains 7136 members 
Mstep: Class 48 contains 20091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134608.000000 Penalty: 97921.867188
Iteration 203Q: 49 clusters Score -8.813461e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64720 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15889 members 
Mstep: Class 4 contains 23999 members 
Mstep: Class 5 contains 8736 members 
Mstep: Class 6 contains 10677 members 
Mstep: Class 7 contains 37851 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11566 members 
Mstep: Class 10 contains 49163 members 
Mstep: Class 11 contains 39874 members 
Mstep: Class 12 contains 29341 members 
Mstep: Class 13 contains 13261 members 
Mstep: Class 14 contains 1598 members 
Mstep: Class 15 contains 12309 members 
Mstep: Class 16 contains 6476 members 
Mstep: Class 17 contains 2768 members 
Mstep: Class 18 contains 2188 members 
Mstep: Class 19 contains 34154 members 
Mstep: Class 20 contains 10054 members 
Mstep: Class 21 contains 2594 members 
Mstep: Class 22 contains 7687 members 
Mstep: Class 23 contains 4722 members 
Mstep: Class 24 contains 4343 members 
Mstep: Class 25 contains 15438 members 
Mstep: Class 26 contains 16152 members 
Mstep: Class 27 contains 7460 members 
Mstep: Class 28 contains 20909 members 
Mstep: Class 29 contains 9723 members 
Mstep: Class 30 contains 22452 members 
Mstep: Class 31 contains 14811 members 
Mstep: Class 32 contains 10662 members 
Mstep: Class 33 contains 3878 members 
Mstep: Class 34 contains 51988 members 
Mstep: Class 35 contains 200663 members 
Mstep: Class 36 contains 2761 members 
Mstep: Class 37 contains 11044 members 
Mstep: Class 38 contains 8224 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 916 members 
Mstep: Class 41 contains 36126 members 
Mstep: Class 42 contains 1927 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6336 members 
Mstep: Class 46 contains 1429 members 
Mstep: Class 47 contains 7147 members 
Mstep: Class 48 contains 20090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134536.000000 Penalty: 97921.867188
Iteration 204Q: 49 clusters Score -8.813454e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64719 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15891 members 
Mstep: Class 4 contains 24003 members 
Mstep: Class 5 contains 8745 members 
Mstep: Class 6 contains 10672 members 
Mstep: Class 7 contains 37849 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11566 members 
Mstep: Class 10 contains 49160 members 
Mstep: Class 11 contains 39872 members 
Mstep: Class 12 contains 29336 members 
Mstep: Class 13 contains 13261 members 
Mstep: Class 14 contains 1598 members 
Mstep: Class 15 contains 12308 members 
Mstep: Class 16 contains 6476 members 
Mstep: Class 17 contains 2768 members 
Mstep: Class 18 contains 2187 members 
Mstep: Class 19 contains 34154 members 
Mstep: Class 20 contains 10055 members 
Mstep: Class 21 contains 2594 members 
Mstep: Class 22 contains 7686 members 
Mstep: Class 23 contains 4726 members 
Mstep: Class 24 contains 4347 members 
Mstep: Class 25 contains 15438 members 
Mstep: Class 26 contains 16152 members 
Mstep: Class 27 contains 7460 members 
Mstep: Class 28 contains 20908 members 
Mstep: Class 29 contains 9723 members 
Mstep: Class 30 contains 22451 members 
Mstep: Class 31 contains 14813 members 
Mstep: Class 32 contains 10662 members 
Mstep: Class 33 contains 3877 members 
Mstep: Class 34 contains 51990 members 
Mstep: Class 35 contains 200645 members 
Mstep: Class 36 contains 2761 members 
Mstep: Class 37 contains 11044 members 
Mstep: Class 38 contains 8222 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 916 members 
Mstep: Class 41 contains 36132 members 
Mstep: Class 42 contains 1927 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6337 members 
Mstep: Class 46 contains 1429 members 
Mstep: Class 47 contains 7155 members 
Mstep: Class 48 contains 20091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134664.000000 Penalty: 97921.867188
Iteration 205Q: 49 clusters Score -8.813466e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64722 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15893 members 
Mstep: Class 4 contains 23991 members 
Mstep: Class 5 contains 8758 members 
Mstep: Class 6 contains 10667 members 
Mstep: Class 7 contains 37850 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11566 members 
Mstep: Class 10 contains 49158 members 
Mstep: Class 11 contains 39872 members 
Mstep: Class 12 contains 29334 members 
Mstep: Class 13 contains 13260 members 
Mstep: Class 14 contains 1598 members 
Mstep: Class 15 contains 12311 members 
Mstep: Class 16 contains 6476 members 
Mstep: Class 17 contains 2768 members 
Mstep: Class 18 contains 2185 members 
Mstep: Class 19 contains 34155 members 
Mstep: Class 20 contains 10055 members 
Mstep: Class 21 contains 2592 members 
Mstep: Class 22 contains 7686 members 
Mstep: Class 23 contains 4727 members 
Mstep: Class 24 contains 4352 members 
Mstep: Class 25 contains 15438 members 
Mstep: Class 26 contains 16152 members 
Mstep: Class 27 contains 7460 members 
Mstep: Class 28 contains 20907 members 
Mstep: Class 29 contains 9723 members 
Mstep: Class 30 contains 22449 members 
Mstep: Class 31 contains 14814 members 
Mstep: Class 32 contains 10662 members 
Mstep: Class 33 contains 3877 members 
Mstep: Class 34 contains 51990 members 
Mstep: Class 35 contains 200625 members 
Mstep: Class 36 contains 2761 members 
Mstep: Class 37 contains 11044 members 
Mstep: Class 38 contains 8222 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 916 members 
Mstep: Class 41 contains 36135 members 
Mstep: Class 42 contains 1927 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6338 members 
Mstep: Class 46 contains 1428 members 
Mstep: Class 47 contains 7172 members 
Mstep: Class 48 contains 20090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134656.000000 Penalty: 97921.867188
Iteration 206Q: 49 clusters Score -8.813466e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64728 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15889 members 
Mstep: Class 4 contains 23970 members 
Mstep: Class 5 contains 8768 members 
Mstep: Class 6 contains 10666 members 
Mstep: Class 7 contains 37849 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11566 members 
Mstep: Class 10 contains 49150 members 
Mstep: Class 11 contains 39873 members 
Mstep: Class 12 contains 29331 members 
Mstep: Class 13 contains 13260 members 
Mstep: Class 14 contains 1599 members 
Mstep: Class 15 contains 12312 members 
Mstep: Class 16 contains 6476 members 
Mstep: Class 17 contains 2768 members 
Mstep: Class 18 contains 2185 members 
Mstep: Class 19 contains 34156 members 
Mstep: Class 20 contains 10056 members 
Mstep: Class 21 contains 2592 members 
Mstep: Class 22 contains 7686 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 4356 members 
Mstep: Class 25 contains 15438 members 
Mstep: Class 26 contains 16152 members 
Mstep: Class 27 contains 7456 members 
Mstep: Class 28 contains 20906 members 
Mstep: Class 29 contains 9723 members 
Mstep: Class 30 contains 22447 members 
Mstep: Class 31 contains 14815 members 
Mstep: Class 32 contains 10663 members 
Mstep: Class 33 contains 3877 members 
Mstep: Class 34 contains 51993 members 
Mstep: Class 35 contains 200611 members 
Mstep: Class 36 contains 2761 members 
Mstep: Class 37 contains 11044 members 
Mstep: Class 38 contains 8223 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 916 members 
Mstep: Class 41 contains 36136 members 
Mstep: Class 42 contains 1927 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6338 members 
Mstep: Class 46 contains 1428 members 
Mstep: Class 47 contains 7191 members 
Mstep: Class 48 contains 20095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134688.000000 Penalty: 97921.867188
Iteration 207Q: 49 clusters Score -8.813469e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64729 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15889 members 
Mstep: Class 4 contains 23963 members 
Mstep: Class 5 contains 8782 members 
Mstep: Class 6 contains 10663 members 
Mstep: Class 7 contains 37850 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11566 members 
Mstep: Class 10 contains 49142 members 
Mstep: Class 11 contains 39873 members 
Mstep: Class 12 contains 29323 members 
Mstep: Class 13 contains 13261 members 
Mstep: Class 14 contains 1600 members 
Mstep: Class 15 contains 12313 members 
Mstep: Class 16 contains 6476 members 
Mstep: Class 17 contains 2768 members 
Mstep: Class 18 contains 2187 members 
Mstep: Class 19 contains 34157 members 
Mstep: Class 20 contains 10055 members 
Mstep: Class 21 contains 2593 members 
Mstep: Class 22 contains 7687 members 
Mstep: Class 23 contains 4729 members 
Mstep: Class 24 contains 4357 members 
Mstep: Class 25 contains 15438 members 
Mstep: Class 26 contains 16152 members 
Mstep: Class 27 contains 7454 members 
Mstep: Class 28 contains 20905 members 
Mstep: Class 29 contains 9723 members 
Mstep: Class 30 contains 22445 members 
Mstep: Class 31 contains 14816 members 
Mstep: Class 32 contains 10663 members 
Mstep: Class 33 contains 3875 members 
Mstep: Class 34 contains 51997 members 
Mstep: Class 35 contains 200594 members 
Mstep: Class 36 contains 2761 members 
Mstep: Class 37 contains 11044 members 
Mstep: Class 38 contains 8223 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 916 members 
Mstep: Class 41 contains 36139 members 
Mstep: Class 42 contains 1927 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6338 members 
Mstep: Class 46 contains 1428 members 
Mstep: Class 47 contains 7206 members 
Mstep: Class 48 contains 20099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134728.000000 Penalty: 97921.867188
Iteration 208Q: 49 clusters Score -8.813473e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64728 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15889 members 
Mstep: Class 4 contains 23961 members 
Mstep: Class 5 contains 8796 members 
Mstep: Class 6 contains 10663 members 
Mstep: Class 7 contains 37850 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11566 members 
Mstep: Class 10 contains 49130 members 
Mstep: Class 11 contains 39873 members 
Mstep: Class 12 contains 29317 members 
Mstep: Class 13 contains 13260 members 
Mstep: Class 14 contains 1602 members 
Mstep: Class 15 contains 12312 members 
Mstep: Class 16 contains 6476 members 
Mstep: Class 17 contains 2768 members 
Mstep: Class 18 contains 2185 members 
Mstep: Class 19 contains 34158 members 
Mstep: Class 20 contains 10056 members 
Mstep: Class 21 contains 2594 members 
Mstep: Class 22 contains 7687 members 
Mstep: Class 23 contains 4727 members 
Mstep: Class 24 contains 4362 members 
Mstep: Class 25 contains 15438 members 
Mstep: Class 26 contains 16152 members 
Mstep: Class 27 contains 7458 members 
Mstep: Class 28 contains 20905 members 
Mstep: Class 29 contains 9723 members 
Mstep: Class 30 contains 22446 members 
Mstep: Class 31 contains 14819 members 
Mstep: Class 32 contains 10663 members 
Mstep: Class 33 contains 3874 members 
Mstep: Class 34 contains 51995 members 
Mstep: Class 35 contains 200576 members 
Mstep: Class 36 contains 2761 members 
Mstep: Class 37 contains 11044 members 
Mstep: Class 38 contains 8224 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 916 members 
Mstep: Class 41 contains 36142 members 
Mstep: Class 42 contains 1927 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6337 members 
Mstep: Class 46 contains 1428 members 
Mstep: Class 47 contains 7218 members 
Mstep: Class 48 contains 20100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134680.000000 Penalty: 97921.867188
Iteration 209Q: 49 clusters Score -8.813468e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64729 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15896 members 
Mstep: Class 4 contains 23942 members 
Mstep: Class 5 contains 8805 members 
Mstep: Class 6 contains 10661 members 
Mstep: Class 7 contains 37849 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11566 members 
Mstep: Class 10 contains 49124 members 
Mstep: Class 11 contains 39873 members 
Mstep: Class 12 contains 29315 members 
Mstep: Class 13 contains 13259 members 
Mstep: Class 14 contains 1603 members 
Mstep: Class 15 contains 12313 members 
Mstep: Class 16 contains 6476 members 
Mstep: Class 17 contains 2768 members 
Mstep: Class 18 contains 2186 members 
Mstep: Class 19 contains 34159 members 
Mstep: Class 20 contains 10056 members 
Mstep: Class 21 contains 2594 members 
Mstep: Class 22 contains 7687 members 
Mstep: Class 23 contains 4725 members 
Mstep: Class 24 contains 4364 members 
Mstep: Class 25 contains 15438 members 
Mstep: Class 26 contains 16152 members 
Mstep: Class 27 contains 7460 members 
Mstep: Class 28 contains 20907 members 
Mstep: Class 29 contains 9723 members 
Mstep: Class 30 contains 22447 members 
Mstep: Class 31 contains 14819 members 
Mstep: Class 32 contains 10663 members 
Mstep: Class 33 contains 3873 members 
Mstep: Class 34 contains 51991 members 
Mstep: Class 35 contains 200560 members 
Mstep: Class 36 contains 2761 members 
Mstep: Class 37 contains 11044 members 
Mstep: Class 38 contains 8225 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 916 members 
Mstep: Class 41 contains 36148 members 
Mstep: Class 42 contains 1927 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6337 members 
Mstep: Class 46 contains 1428 members 
Mstep: Class 47 contains 7235 members 
Mstep: Class 48 contains 20102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134648.000000 Penalty: 97921.867188
Iteration 210Q: 49 clusters Score -8.813465e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64734 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15900 members 
Mstep: Class 4 contains 23924 members 
Mstep: Class 5 contains 8813 members 
Mstep: Class 6 contains 10659 members 
Mstep: Class 7 contains 37848 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11566 members 
Mstep: Class 10 contains 49114 members 
Mstep: Class 11 contains 39871 members 
Mstep: Class 12 contains 29314 members 
Mstep: Class 13 contains 13259 members 
Mstep: Class 14 contains 1603 members 
Mstep: Class 15 contains 12312 members 
Mstep: Class 16 contains 6476 members 
Mstep: Class 17 contains 2768 members 
Mstep: Class 18 contains 2187 members 
Mstep: Class 19 contains 34161 members 
Mstep: Class 20 contains 10055 members 
Mstep: Class 21 contains 2594 members 
Mstep: Class 22 contains 7687 members 
Mstep: Class 23 contains 4724 members 
Mstep: Class 24 contains 4363 members 
Mstep: Class 25 contains 15438 members 
Mstep: Class 26 contains 16152 members 
Mstep: Class 27 contains 7467 members 
Mstep: Class 28 contains 20907 members 
Mstep: Class 29 contains 9723 members 
Mstep: Class 30 contains 22448 members 
Mstep: Class 31 contains 14820 members 
Mstep: Class 32 contains 10663 members 
Mstep: Class 33 contains 3873 members 
Mstep: Class 34 contains 51986 members 
Mstep: Class 35 contains 200548 members 
Mstep: Class 36 contains 2761 members 
Mstep: Class 37 contains 11044 members 
Mstep: Class 38 contains 8225 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 916 members 
Mstep: Class 41 contains 36161 members 
Mstep: Class 42 contains 1927 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6339 members 
Mstep: Class 46 contains 1428 members 
Mstep: Class 47 contains 7245 members 
Mstep: Class 48 contains 20103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134584.000000 Penalty: 97921.867188
Iteration 211Q: 49 clusters Score -8.813458e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64731 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15902 members 
Mstep: Class 4 contains 23918 members 
Mstep: Class 5 contains 8823 members 
Mstep: Class 6 contains 10655 members 
Mstep: Class 7 contains 37848 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11566 members 
Mstep: Class 10 contains 49106 members 
Mstep: Class 11 contains 39871 members 
Mstep: Class 12 contains 29305 members 
Mstep: Class 13 contains 13260 members 
Mstep: Class 14 contains 1603 members 
Mstep: Class 15 contains 12311 members 
Mstep: Class 16 contains 6476 members 
Mstep: Class 17 contains 2768 members 
Mstep: Class 18 contains 2187 members 
Mstep: Class 19 contains 34160 members 
Mstep: Class 20 contains 10056 members 
Mstep: Class 21 contains 2594 members 
Mstep: Class 22 contains 7689 members 
Mstep: Class 23 contains 4723 members 
Mstep: Class 24 contains 4364 members 
Mstep: Class 25 contains 15438 members 
Mstep: Class 26 contains 16152 members 
Mstep: Class 27 contains 7472 members 
Mstep: Class 28 contains 20907 members 
Mstep: Class 29 contains 9723 members 
Mstep: Class 30 contains 22451 members 
Mstep: Class 31 contains 14819 members 
Mstep: Class 32 contains 10663 members 
Mstep: Class 33 contains 3874 members 
Mstep: Class 34 contains 51980 members 
Mstep: Class 35 contains 200538 members 
Mstep: Class 36 contains 2761 members 
Mstep: Class 37 contains 11044 members 
Mstep: Class 38 contains 8225 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 916 members 
Mstep: Class 41 contains 36174 members 
Mstep: Class 42 contains 1927 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6339 members 
Mstep: Class 46 contains 1428 members 
Mstep: Class 47 contains 7252 members 
Mstep: Class 48 contains 20107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134640.000000 Penalty: 97921.867188
Iteration 212Q: 49 clusters Score -8.813464e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64732 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15914 members 
Mstep: Class 4 contains 23908 members 
Mstep: Class 5 contains 8830 members 
Mstep: Class 6 contains 10652 members 
Mstep: Class 7 contains 37847 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11566 members 
Mstep: Class 10 contains 49101 members 
Mstep: Class 11 contains 39870 members 
Mstep: Class 12 contains 29298 members 
Mstep: Class 13 contains 13260 members 
Mstep: Class 14 contains 1604 members 
Mstep: Class 15 contains 12313 members 
Mstep: Class 16 contains 6476 members 
Mstep: Class 17 contains 2768 members 
Mstep: Class 18 contains 2187 members 
Mstep: Class 19 contains 34161 members 
Mstep: Class 20 contains 10058 members 
Mstep: Class 21 contains 2594 members 
Mstep: Class 22 contains 7688 members 
Mstep: Class 23 contains 4726 members 
Mstep: Class 24 contains 4368 members 
Mstep: Class 25 contains 15438 members 
Mstep: Class 26 contains 16152 members 
Mstep: Class 27 contains 7473 members 
Mstep: Class 28 contains 20907 members 
Mstep: Class 29 contains 9724 members 
Mstep: Class 30 contains 22451 members 
Mstep: Class 31 contains 14820 members 
Mstep: Class 32 contains 10663 members 
Mstep: Class 33 contains 3875 members 
Mstep: Class 34 contains 51974 members 
Mstep: Class 35 contains 200522 members 
Mstep: Class 36 contains 2761 members 
Mstep: Class 37 contains 11044 members 
Mstep: Class 38 contains 8224 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 916 members 
Mstep: Class 41 contains 36181 members 
Mstep: Class 42 contains 1927 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6341 members 
Mstep: Class 46 contains 1428 members 
Mstep: Class 47 contains 7254 members 
Mstep: Class 48 contains 20110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134584.000000 Penalty: 97921.867188
Iteration 213Q: 49 clusters Score -8.813458e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64733 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15918 members 
Mstep: Class 4 contains 23903 members 
Mstep: Class 5 contains 8837 members 
Mstep: Class 6 contains 10650 members 
Mstep: Class 7 contains 37847 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11566 members 
Mstep: Class 10 contains 49099 members 
Mstep: Class 11 contains 39870 members 
Mstep: Class 12 contains 29286 members 
Mstep: Class 13 contains 13261 members 
Mstep: Class 14 contains 1604 members 
Mstep: Class 15 contains 12314 members 
Mstep: Class 16 contains 6476 members 
Mstep: Class 17 contains 2768 members 
Mstep: Class 18 contains 2187 members 
Mstep: Class 19 contains 34163 members 
Mstep: Class 20 contains 10059 members 
Mstep: Class 21 contains 2594 members 
Mstep: Class 22 contains 7688 members 
Mstep: Class 23 contains 4726 members 
Mstep: Class 24 contains 4369 members 
Mstep: Class 25 contains 15438 members 
Mstep: Class 26 contains 16152 members 
Mstep: Class 27 contains 7478 members 
Mstep: Class 28 contains 20907 members 
Mstep: Class 29 contains 9724 members 
Mstep: Class 30 contains 22447 members 
Mstep: Class 31 contains 14821 members 
Mstep: Class 32 contains 10663 members 
Mstep: Class 33 contains 3874 members 
Mstep: Class 34 contains 51972 members 
Mstep: Class 35 contains 200515 members 
Mstep: Class 36 contains 2761 members 
Mstep: Class 37 contains 11044 members 
Mstep: Class 38 contains 8224 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 916 members 
Mstep: Class 41 contains 36185 members 
Mstep: Class 42 contains 1927 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6342 members 
Mstep: Class 46 contains 1428 members 
Mstep: Class 47 contains 7261 members 
Mstep: Class 48 contains 20109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134624.000000 Penalty: 97921.867188
Iteration 214Q: 49 clusters Score -8.813462e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64736 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15922 members 
Mstep: Class 4 contains 23894 members 
Mstep: Class 5 contains 8840 members 
Mstep: Class 6 contains 10648 members 
Mstep: Class 7 contains 37847 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11566 members 
Mstep: Class 10 contains 49096 members 
Mstep: Class 11 contains 39870 members 
Mstep: Class 12 contains 29278 members 
Mstep: Class 13 contains 13261 members 
Mstep: Class 14 contains 1605 members 
Mstep: Class 15 contains 12313 members 
Mstep: Class 16 contains 6476 members 
Mstep: Class 17 contains 2768 members 
Mstep: Class 18 contains 2187 members 
Mstep: Class 19 contains 34166 members 
Mstep: Class 20 contains 10059 members 
Mstep: Class 21 contains 2594 members 
Mstep: Class 22 contains 7688 members 
Mstep: Class 23 contains 4726 members 
Mstep: Class 24 contains 4369 members 
Mstep: Class 25 contains 15438 members 
Mstep: Class 26 contains 16152 members 
Mstep: Class 27 contains 7484 members 
Mstep: Class 28 contains 20908 members 
Mstep: Class 29 contains 9724 members 
Mstep: Class 30 contains 22445 members 
Mstep: Class 31 contains 14821 members 
Mstep: Class 32 contains 10663 members 
Mstep: Class 33 contains 3873 members 
Mstep: Class 34 contains 51971 members 
Mstep: Class 35 contains 200516 members 
Mstep: Class 36 contains 2761 members 
Mstep: Class 37 contains 11044 members 
Mstep: Class 38 contains 8223 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 916 members 
Mstep: Class 41 contains 36185 members 
Mstep: Class 42 contains 1927 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6342 members 
Mstep: Class 46 contains 1428 members 
Mstep: Class 47 contains 7264 members 
Mstep: Class 48 contains 20112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134568.000000 Penalty: 97921.867188
Iteration 215Q: 49 clusters Score -8.813457e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64732 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15927 members 
Mstep: Class 4 contains 23892 members 
Mstep: Class 5 contains 8845 members 
Mstep: Class 6 contains 10645 members 
Mstep: Class 7 contains 37847 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11566 members 
Mstep: Class 10 contains 49095 members 
Mstep: Class 11 contains 39869 members 
Mstep: Class 12 contains 29278 members 
Mstep: Class 13 contains 13262 members 
Mstep: Class 14 contains 1607 members 
Mstep: Class 15 contains 12312 members 
Mstep: Class 16 contains 6476 members 
Mstep: Class 17 contains 2768 members 
Mstep: Class 18 contains 2187 members 
Mstep: Class 19 contains 34170 members 
Mstep: Class 20 contains 10059 members 
Mstep: Class 21 contains 2594 members 
Mstep: Class 22 contains 7687 members 
Mstep: Class 23 contains 4729 members 
Mstep: Class 24 contains 4369 members 
Mstep: Class 25 contains 15438 members 
Mstep: Class 26 contains 16152 members 
Mstep: Class 27 contains 7483 members 
Mstep: Class 28 contains 20908 members 
Mstep: Class 29 contains 9723 members 
Mstep: Class 30 contains 22444 members 
Mstep: Class 31 contains 14823 members 
Mstep: Class 32 contains 10663 members 
Mstep: Class 33 contains 3872 members 
Mstep: Class 34 contains 51965 members 
Mstep: Class 35 contains 200507 members 
Mstep: Class 36 contains 2761 members 
Mstep: Class 37 contains 11044 members 
Mstep: Class 38 contains 8223 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 916 members 
Mstep: Class 41 contains 36186 members 
Mstep: Class 42 contains 1927 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6344 members 
Mstep: Class 46 contains 1428 members 
Mstep: Class 47 contains 7269 members 
Mstep: Class 48 contains 20114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134648.000000 Penalty: 97921.867188
Iteration 216Q: 49 clusters Score -8.813465e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64731 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15926 members 
Mstep: Class 4 contains 23891 members 
Mstep: Class 5 contains 8847 members 
Mstep: Class 6 contains 10643 members 
Mstep: Class 7 contains 37847 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11566 members 
Mstep: Class 10 contains 49092 members 
Mstep: Class 11 contains 39869 members 
Mstep: Class 12 contains 29278 members 
Mstep: Class 13 contains 13262 members 
Mstep: Class 14 contains 1607 members 
Mstep: Class 15 contains 12313 members 
Mstep: Class 16 contains 6476 members 
Mstep: Class 17 contains 2768 members 
Mstep: Class 18 contains 2187 members 
Mstep: Class 19 contains 34176 members 
Mstep: Class 20 contains 10059 members 
Mstep: Class 21 contains 2594 members 
Mstep: Class 22 contains 7687 members 
Mstep: Class 23 contains 4729 members 
Mstep: Class 24 contains 4370 members 
Mstep: Class 25 contains 15438 members 
Mstep: Class 26 contains 16152 members 
Mstep: Class 27 contains 7484 members 
Mstep: Class 28 contains 20908 members 
Mstep: Class 29 contains 9723 members 
Mstep: Class 30 contains 22445 members 
Mstep: Class 31 contains 14825 members 
Mstep: Class 32 contains 10663 members 
Mstep: Class 33 contains 3871 members 
Mstep: Class 34 contains 51962 members 
Mstep: Class 35 contains 200494 members 
Mstep: Class 36 contains 2761 members 
Mstep: Class 37 contains 11044 members 
Mstep: Class 38 contains 8225 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 916 members 
Mstep: Class 41 contains 36190 members 
Mstep: Class 42 contains 1927 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6344 members 
Mstep: Class 46 contains 1428 members 
Mstep: Class 47 contains 7270 members 
Mstep: Class 48 contains 20118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134712.000000 Penalty: 97921.867188
Iteration 217Q: 49 clusters Score -8.813471e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64731 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15929 members 
Mstep: Class 4 contains 23887 members 
Mstep: Class 5 contains 8848 members 
Mstep: Class 6 contains 10643 members 
Mstep: Class 7 contains 37847 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11566 members 
Mstep: Class 10 contains 49088 members 
Mstep: Class 11 contains 39869 members 
Mstep: Class 12 contains 29280 members 
Mstep: Class 13 contains 13263 members 
Mstep: Class 14 contains 1607 members 
Mstep: Class 15 contains 12312 members 
Mstep: Class 16 contains 6476 members 
Mstep: Class 17 contains 2768 members 
Mstep: Class 18 contains 2187 members 
Mstep: Class 19 contains 34178 members 
Mstep: Class 20 contains 10058 members 
Mstep: Class 21 contains 2594 members 
Mstep: Class 22 contains 7686 members 
Mstep: Class 23 contains 4729 members 
Mstep: Class 24 contains 4370 members 
Mstep: Class 25 contains 15438 members 
Mstep: Class 26 contains 16152 members 
Mstep: Class 27 contains 7486 members 
Mstep: Class 28 contains 20908 members 
Mstep: Class 29 contains 9723 members 
Mstep: Class 30 contains 22444 members 
Mstep: Class 31 contains 14827 members 
Mstep: Class 32 contains 10663 members 
Mstep: Class 33 contains 3872 members 
Mstep: Class 34 contains 51958 members 
Mstep: Class 35 contains 200492 members 
Mstep: Class 36 contains 2761 members 
Mstep: Class 37 contains 11044 members 
Mstep: Class 38 contains 8225 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 916 members 
Mstep: Class 41 contains 36192 members 
Mstep: Class 42 contains 1927 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6344 members 
Mstep: Class 46 contains 1428 members 
Mstep: Class 47 contains 7272 members 
Mstep: Class 48 contains 20118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134712.000000 Penalty: 97921.867188
Iteration 218Q: 49 clusters Score -8.813471e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64733 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15927 members 
Mstep: Class 4 contains 23872 members 
Mstep: Class 5 contains 8852 members 
Mstep: Class 6 contains 10643 members 
Mstep: Class 7 contains 37846 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11566 members 
Mstep: Class 10 contains 49083 members 
Mstep: Class 11 contains 39869 members 
Mstep: Class 12 contains 29282 members 
Mstep: Class 13 contains 13264 members 
Mstep: Class 14 contains 1607 members 
Mstep: Class 15 contains 12312 members 
Mstep: Class 16 contains 6476 members 
Mstep: Class 17 contains 2768 members 
Mstep: Class 18 contains 2187 members 
Mstep: Class 19 contains 34181 members 
Mstep: Class 20 contains 10059 members 
Mstep: Class 21 contains 2595 members 
Mstep: Class 22 contains 7685 members 
Mstep: Class 23 contains 4729 members 
Mstep: Class 24 contains 4369 members 
Mstep: Class 25 contains 15438 members 
Mstep: Class 26 contains 16152 members 
Mstep: Class 27 contains 7490 members 
Mstep: Class 28 contains 20908 members 
Mstep: Class 29 contains 9723 members 
Mstep: Class 30 contains 22445 members 
Mstep: Class 31 contains 14827 members 
Mstep: Class 32 contains 10663 members 
Mstep: Class 33 contains 3871 members 
Mstep: Class 34 contains 51962 members 
Mstep: Class 35 contains 200487 members 
Mstep: Class 36 contains 2760 members 
Mstep: Class 37 contains 11044 members 
Mstep: Class 38 contains 8225 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 916 members 
Mstep: Class 41 contains 36195 members 
Mstep: Class 42 contains 1927 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6344 members 
Mstep: Class 46 contains 1428 members 
Mstep: Class 47 contains 7276 members 
Mstep: Class 48 contains 20120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134744.000000 Penalty: 97921.867188
Iteration 219Q: 49 clusters Score -8.813474e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64732 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15930 members 
Mstep: Class 4 contains 23864 members 
Mstep: Class 5 contains 8857 members 
Mstep: Class 6 contains 10642 members 
Mstep: Class 7 contains 37846 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11566 members 
Mstep: Class 10 contains 49078 members 
Mstep: Class 11 contains 39868 members 
Mstep: Class 12 contains 29283 members 
Mstep: Class 13 contains 13265 members 
Mstep: Class 14 contains 1607 members 
Mstep: Class 15 contains 12312 members 
Mstep: Class 16 contains 6476 members 
Mstep: Class 17 contains 2768 members 
Mstep: Class 18 contains 2187 members 
Mstep: Class 19 contains 34183 members 
Mstep: Class 20 contains 10060 members 
Mstep: Class 21 contains 2595 members 
Mstep: Class 22 contains 7683 members 
Mstep: Class 23 contains 4728 members 
Mstep: Class 24 contains 4370 members 
Mstep: Class 25 contains 15438 members 
Mstep: Class 26 contains 16152 members 
Mstep: Class 27 contains 7495 members 
Mstep: Class 28 contains 20905 members 
Mstep: Class 29 contains 9723 members 
Mstep: Class 30 contains 22442 members 
Mstep: Class 31 contains 14827 members 
Mstep: Class 32 contains 10663 members 
Mstep: Class 33 contains 3868 members 
Mstep: Class 34 contains 51963 members 
Mstep: Class 35 contains 200485 members 
Mstep: Class 36 contains 2760 members 
Mstep: Class 37 contains 11044 members 
Mstep: Class 38 contains 8225 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 916 members 
Mstep: Class 41 contains 36197 members 
Mstep: Class 42 contains 1927 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6344 members 
Mstep: Class 46 contains 1428 members 
Mstep: Class 47 contains 7281 members 
Mstep: Class 48 contains 20123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134712.000000 Penalty: 97921.867188
Iteration 220F: 49 clusters Score -8.813471e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64728 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15932 members 
Mstep: Class 4 contains 23855 members 
Mstep: Class 5 contains 8859 members 
Mstep: Class 6 contains 10639 members 
Mstep: Class 7 contains 37846 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11566 members 
Mstep: Class 10 contains 49077 members 
Mstep: Class 11 contains 39868 members 
Mstep: Class 12 contains 29288 members 
Mstep: Class 13 contains 13265 members 
Mstep: Class 14 contains 1607 members 
Mstep: Class 15 contains 12312 members 
Mstep: Class 16 contains 6476 members 
Mstep: Class 17 contains 2768 members 
Mstep: Class 18 contains 2186 members 
Mstep: Class 19 contains 34184 members 
Mstep: Class 20 contains 10061 members 
Mstep: Class 21 contains 2595 members 
Mstep: Class 22 contains 7683 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 4369 members 
Mstep: Class 25 contains 15438 members 
Mstep: Class 26 contains 16152 members 
Mstep: Class 27 contains 7493 members 
Mstep: Class 28 contains 20905 members 
Mstep: Class 29 contains 9723 members 
Mstep: Class 30 contains 22442 members 
Mstep: Class 31 contains 14827 members 
Mstep: Class 32 contains 10663 members 
Mstep: Class 33 contains 3868 members 
Mstep: Class 34 contains 51962 members 
Mstep: Class 35 contains 200484 members 
Mstep: Class 36 contains 2760 members 
Mstep: Class 37 contains 11044 members 
Mstep: Class 38 contains 8225 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 916 members 
Mstep: Class 41 contains 36200 members 
Mstep: Class 42 contains 1927 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6344 members 
Mstep: Class 46 contains 1428 members 
Mstep: Class 47 contains 7286 members 
Mstep: Class 48 contains 20125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134736.000000 Penalty: 97921.867188
Iteration 221Q: 49 clusters Score -8.813474e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64725 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15943 members 
Mstep: Class 4 contains 23840 members 
Mstep: Class 5 contains 8858 members 
Mstep: Class 6 contains 10639 members 
Mstep: Class 7 contains 37845 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11566 members 
Mstep: Class 10 contains 49076 members 
Mstep: Class 11 contains 39867 members 
Mstep: Class 12 contains 29289 members 
Mstep: Class 13 contains 13264 members 
Mstep: Class 14 contains 1608 members 
Mstep: Class 15 contains 12313 members 
Mstep: Class 16 contains 6476 members 
Mstep: Class 17 contains 2768 members 
Mstep: Class 18 contains 2185 members 
Mstep: Class 19 contains 34187 members 
Mstep: Class 20 contains 10061 members 
Mstep: Class 21 contains 2595 members 
Mstep: Class 22 contains 7683 members 
Mstep: Class 23 contains 4735 members 
Mstep: Class 24 contains 4369 members 
Mstep: Class 25 contains 15438 members 
Mstep: Class 26 contains 16152 members 
Mstep: Class 27 contains 7494 members 
Mstep: Class 28 contains 20905 members 
Mstep: Class 29 contains 9723 members 
Mstep: Class 30 contains 22443 members 
Mstep: Class 31 contains 14826 members 
Mstep: Class 32 contains 10663 members 
Mstep: Class 33 contains 3868 members 
Mstep: Class 34 contains 51957 members 
Mstep: Class 35 contains 200482 members 
Mstep: Class 36 contains 2760 members 
Mstep: Class 37 contains 11044 members 
Mstep: Class 38 contains 8225 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 916 members 
Mstep: Class 41 contains 36202 members 
Mstep: Class 42 contains 1927 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6343 members 
Mstep: Class 46 contains 1428 members 
Mstep: Class 47 contains 7294 members 
Mstep: Class 48 contains 20124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134712.000000 Penalty: 97921.867188
Iteration 222Q: 49 clusters Score -8.813471e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64720 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15950 members 
Mstep: Class 4 contains 23824 members 
Mstep: Class 5 contains 8858 members 
Mstep: Class 6 contains 10639 members 
Mstep: Class 7 contains 37847 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11565 members 
Mstep: Class 10 contains 49079 members 
Mstep: Class 11 contains 39866 members 
Mstep: Class 12 contains 29291 members 
Mstep: Class 13 contains 13263 members 
Mstep: Class 14 contains 1609 members 
Mstep: Class 15 contains 12312 members 
Mstep: Class 16 contains 6476 members 
Mstep: Class 17 contains 2768 members 
Mstep: Class 18 contains 2185 members 
Mstep: Class 19 contains 34189 members 
Mstep: Class 20 contains 10059 members 
Mstep: Class 21 contains 2595 members 
Mstep: Class 22 contains 7683 members 
Mstep: Class 23 contains 4736 members 
Mstep: Class 24 contains 4369 members 
Mstep: Class 25 contains 15438 members 
Mstep: Class 26 contains 16152 members 
Mstep: Class 27 contains 7499 members 
Mstep: Class 28 contains 20905 members 
Mstep: Class 29 contains 9723 members 
Mstep: Class 30 contains 22443 members 
Mstep: Class 31 contains 14826 members 
Mstep: Class 32 contains 10663 members 
Mstep: Class 33 contains 3867 members 
Mstep: Class 34 contains 51958 members 
Mstep: Class 35 contains 200474 members 
Mstep: Class 36 contains 2760 members 
Mstep: Class 37 contains 11044 members 
Mstep: Class 38 contains 8225 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 916 members 
Mstep: Class 41 contains 36207 members 
Mstep: Class 42 contains 1927 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6345 members 
Mstep: Class 46 contains 1428 members 
Mstep: Class 47 contains 7299 members 
Mstep: Class 48 contains 20124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134760.000000 Penalty: 97921.867188
Iteration 223Q: 49 clusters Score -8.813476e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64719 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 15953 members 
Mstep: Class 4 contains 23806 members 
Mstep: Class 5 contains 8858 members 
Mstep: Class 6 contains 10639 members 
Mstep: Class 7 contains 37846 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11565 members 
Mstep: Class 10 contains 49079 members 
Mstep: Class 11 contains 39866 members 
Mstep: Class 12 contains 29293 members 
Mstep: Class 13 contains 13262 members 
Mstep: Class 14 contains 1610 members 
Mstep: Class 15 contains 12310 members 
Mstep: Class 16 contains 6476 members 
Mstep: Class 17 contains 2768 members 
Mstep: Class 18 contains 2185 members 
Mstep: Class 19 contains 34190 members 
Mstep: Class 20 contains 10060 members 
Mstep: Class 21 contains 2595 members 
Mstep: Class 22 contains 7684 members 
Mstep: Class 23 contains 4735 members 
Mstep: Class 24 contains 4370 members 
Mstep: Class 25 contains 15438 members 
Mstep: Class 26 contains 16152 members 
Mstep: Class 27 contains 7505 members 
Mstep: Class 28 contains 20905 members 
Mstep: Class 29 contains 9723 members 
Mstep: Class 30 contains 22443 members 
Mstep: Class 31 contains 14826 members 
Mstep: Class 32 contains 10663 members 
Mstep: Class 33 contains 3867 members 
Mstep: Class 34 contains 51962 members 
Mstep: Class 35 contains 200468 members 
Mstep: Class 36 contains 2760 members 
Mstep: Class 37 contains 11044 members 
Mstep: Class 38 contains 8226 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 916 members 
Mstep: Class 41 contains 36213 members 
Mstep: Class 42 contains 1927 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6345 members 
Mstep: Class 46 contains 1428 members 
Mstep: Class 47 contains 7302 members 
Mstep: Class 48 contains 20124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134712.000000 Penalty: 97921.867188
Iteration 224Q: 49 clusters Score -8.813471e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64718 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 15956 members 
Mstep: Class 4 contains 23800 members 
Mstep: Class 5 contains 8855 members 
Mstep: Class 6 contains 10635 members 
Mstep: Class 7 contains 37846 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11565 members 
Mstep: Class 10 contains 49078 members 
Mstep: Class 11 contains 39864 members 
Mstep: Class 12 contains 29297 members 
Mstep: Class 13 contains 13264 members 
Mstep: Class 14 contains 1611 members 
Mstep: Class 15 contains 12307 members 
Mstep: Class 16 contains 6476 members 
Mstep: Class 17 contains 2768 members 
Mstep: Class 18 contains 2185 members 
Mstep: Class 19 contains 34190 members 
Mstep: Class 20 contains 10060 members 
Mstep: Class 21 contains 2595 members 
Mstep: Class 22 contains 7685 members 
Mstep: Class 23 contains 4735 members 
Mstep: Class 24 contains 4371 members 
Mstep: Class 25 contains 15438 members 
Mstep: Class 26 contains 16152 members 
Mstep: Class 27 contains 7507 members 
Mstep: Class 28 contains 20905 members 
Mstep: Class 29 contains 9722 members 
Mstep: Class 30 contains 22443 members 
Mstep: Class 31 contains 14826 members 
Mstep: Class 32 contains 10663 members 
Mstep: Class 33 contains 3867 members 
Mstep: Class 34 contains 51966 members 
Mstep: Class 35 contains 200467 members 
Mstep: Class 36 contains 2760 members 
Mstep: Class 37 contains 11044 members 
Mstep: Class 38 contains 8229 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 916 members 
Mstep: Class 41 contains 36214 members 
Mstep: Class 42 contains 1927 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6345 members 
Mstep: Class 46 contains 1428 members 
Mstep: Class 47 contains 7305 members 
Mstep: Class 48 contains 20122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134808.000000 Penalty: 97921.867188
Iteration 225Q: 49 clusters Score -8.813481e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64717 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 15957 members 
Mstep: Class 4 contains 23798 members 
Mstep: Class 5 contains 8855 members 
Mstep: Class 6 contains 10634 members 
Mstep: Class 7 contains 37846 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11565 members 
Mstep: Class 10 contains 49076 members 
Mstep: Class 11 contains 39865 members 
Mstep: Class 12 contains 29298 members 
Mstep: Class 13 contains 13264 members 
Mstep: Class 14 contains 1612 members 
Mstep: Class 15 contains 12305 members 
Mstep: Class 16 contains 6476 members 
Mstep: Class 17 contains 2768 members 
Mstep: Class 18 contains 2185 members 
Mstep: Class 19 contains 34189 members 
Mstep: Class 20 contains 10061 members 
Mstep: Class 21 contains 2595 members 
Mstep: Class 22 contains 7684 members 
Mstep: Class 23 contains 4733 members 
Mstep: Class 24 contains 4372 members 
Mstep: Class 25 contains 15438 members 
Mstep: Class 26 contains 16152 members 
Mstep: Class 27 contains 7508 members 
Mstep: Class 28 contains 20904 members 
Mstep: Class 29 contains 9721 members 
Mstep: Class 30 contains 22444 members 
Mstep: Class 31 contains 14827 members 
Mstep: Class 32 contains 10663 members 
Mstep: Class 33 contains 3867 members 
Mstep: Class 34 contains 51965 members 
Mstep: Class 35 contains 200468 members 
Mstep: Class 36 contains 2760 members 
Mstep: Class 37 contains 11044 members 
Mstep: Class 38 contains 8230 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 916 members 
Mstep: Class 41 contains 36216 members 
Mstep: Class 42 contains 1927 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6346 members 
Mstep: Class 46 contains 1428 members 
Mstep: Class 47 contains 7310 members 
Mstep: Class 48 contains 20118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134824.000000 Penalty: 97921.867188
Iteration 226Q: 49 clusters Score -8.813482e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64718 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 15966 members 
Mstep: Class 4 contains 23794 members 
Mstep: Class 5 contains 8855 members 
Mstep: Class 6 contains 10633 members 
Mstep: Class 7 contains 37846 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11565 members 
Mstep: Class 10 contains 49071 members 
Mstep: Class 11 contains 39865 members 
Mstep: Class 12 contains 29297 members 
Mstep: Class 13 contains 13264 members 
Mstep: Class 14 contains 1612 members 
Mstep: Class 15 contains 12304 members 
Mstep: Class 16 contains 6476 members 
Mstep: Class 17 contains 2768 members 
Mstep: Class 18 contains 2185 members 
Mstep: Class 19 contains 34188 members 
Mstep: Class 20 contains 10061 members 
Mstep: Class 21 contains 2595 members 
Mstep: Class 22 contains 7683 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 4373 members 
Mstep: Class 25 contains 15438 members 
Mstep: Class 26 contains 16152 members 
Mstep: Class 27 contains 7507 members 
Mstep: Class 28 contains 20904 members 
Mstep: Class 29 contains 9721 members 
Mstep: Class 30 contains 22444 members 
Mstep: Class 31 contains 14828 members 
Mstep: Class 32 contains 10663 members 
Mstep: Class 33 contains 3867 members 
Mstep: Class 34 contains 51968 members 
Mstep: Class 35 contains 200463 members 
Mstep: Class 36 contains 2760 members 
Mstep: Class 37 contains 11044 members 
Mstep: Class 38 contains 8230 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 916 members 
Mstep: Class 41 contains 36217 members 
Mstep: Class 42 contains 1927 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6345 members 
Mstep: Class 46 contains 1428 members 
Mstep: Class 47 contains 7316 members 
Mstep: Class 48 contains 20118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134888.000000 Penalty: 97921.867188
Iteration 227Q: 49 clusters Score -8.813489e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64719 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 15973 members 
Mstep: Class 4 contains 23785 members 
Mstep: Class 5 contains 8855 members 
Mstep: Class 6 contains 10631 members 
Mstep: Class 7 contains 37846 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11565 members 
Mstep: Class 10 contains 49067 members 
Mstep: Class 11 contains 39865 members 
Mstep: Class 12 contains 29297 members 
Mstep: Class 13 contains 13262 members 
Mstep: Class 14 contains 1612 members 
Mstep: Class 15 contains 12302 members 
Mstep: Class 16 contains 6476 members 
Mstep: Class 17 contains 2768 members 
Mstep: Class 18 contains 2185 members 
Mstep: Class 19 contains 34190 members 
Mstep: Class 20 contains 10060 members 
Mstep: Class 21 contains 2595 members 
Mstep: Class 22 contains 7682 members 
Mstep: Class 23 contains 4729 members 
Mstep: Class 24 contains 4375 members 
Mstep: Class 25 contains 15438 members 
Mstep: Class 26 contains 16152 members 
Mstep: Class 27 contains 7507 members 
Mstep: Class 28 contains 20903 members 
Mstep: Class 29 contains 9722 members 
Mstep: Class 30 contains 22444 members 
Mstep: Class 31 contains 14827 members 
Mstep: Class 32 contains 10665 members 
Mstep: Class 33 contains 3867 members 
Mstep: Class 34 contains 51973 members 
Mstep: Class 35 contains 200460 members 
Mstep: Class 36 contains 2760 members 
Mstep: Class 37 contains 11044 members 
Mstep: Class 38 contains 8230 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 916 members 
Mstep: Class 41 contains 36217 members 
Mstep: Class 42 contains 1927 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6345 members 
Mstep: Class 46 contains 1428 members 
Mstep: Class 47 contains 7324 members 
Mstep: Class 48 contains 20119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134880.000000 Penalty: 97921.867188
Iteration 228Q: 49 clusters Score -8.813488e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64722 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 15977 members 
Mstep: Class 4 contains 23763 members 
Mstep: Class 5 contains 8855 members 
Mstep: Class 6 contains 10629 members 
Mstep: Class 7 contains 37846 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11565 members 
Mstep: Class 10 contains 49068 members 
Mstep: Class 11 contains 39865 members 
Mstep: Class 12 contains 29300 members 
Mstep: Class 13 contains 13262 members 
Mstep: Class 14 contains 1612 members 
Mstep: Class 15 contains 12300 members 
Mstep: Class 16 contains 6476 members 
Mstep: Class 17 contains 2768 members 
Mstep: Class 18 contains 2185 members 
Mstep: Class 19 contains 34191 members 
Mstep: Class 20 contains 10059 members 
Mstep: Class 21 contains 2596 members 
Mstep: Class 22 contains 7681 members 
Mstep: Class 23 contains 4729 members 
Mstep: Class 24 contains 4375 members 
Mstep: Class 25 contains 15438 members 
Mstep: Class 26 contains 16152 members 
Mstep: Class 27 contains 7506 members 
Mstep: Class 28 contains 20901 members 
Mstep: Class 29 contains 9722 members 
Mstep: Class 30 contains 22445 members 
Mstep: Class 31 contains 14829 members 
Mstep: Class 32 contains 10665 members 
Mstep: Class 33 contains 3867 members 
Mstep: Class 34 contains 51977 members 
Mstep: Class 35 contains 200458 members 
Mstep: Class 36 contains 2760 members 
Mstep: Class 37 contains 11044 members 
Mstep: Class 38 contains 8229 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 916 members 
Mstep: Class 41 contains 36218 members 
Mstep: Class 42 contains 1928 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6345 members 
Mstep: Class 46 contains 1428 members 
Mstep: Class 47 contains 7337 members 
Mstep: Class 48 contains 20118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134952.000000 Penalty: 97921.867188
Iteration 229Q: 49 clusters Score -8.813495e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64721 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 15979 members 
Mstep: Class 4 contains 23735 members 
Mstep: Class 5 contains 8855 members 
Mstep: Class 6 contains 10629 members 
Mstep: Class 7 contains 37846 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11565 members 
Mstep: Class 10 contains 49068 members 
Mstep: Class 11 contains 39865 members 
Mstep: Class 12 contains 29305 members 
Mstep: Class 13 contains 13263 members 
Mstep: Class 14 contains 1612 members 
Mstep: Class 15 contains 12300 members 
Mstep: Class 16 contains 6476 members 
Mstep: Class 17 contains 2768 members 
Mstep: Class 18 contains 2185 members 
Mstep: Class 19 contains 34193 members 
Mstep: Class 20 contains 10059 members 
Mstep: Class 21 contains 2596 members 
Mstep: Class 22 contains 7681 members 
Mstep: Class 23 contains 4729 members 
Mstep: Class 24 contains 4375 members 
Mstep: Class 25 contains 15438 members 
Mstep: Class 26 contains 16152 members 
Mstep: Class 27 contains 7504 members 
Mstep: Class 28 contains 20899 members 
Mstep: Class 29 contains 9722 members 
Mstep: Class 30 contains 22446 members 
Mstep: Class 31 contains 14830 members 
Mstep: Class 32 contains 10665 members 
Mstep: Class 33 contains 3868 members 
Mstep: Class 34 contains 51981 members 
Mstep: Class 35 contains 200463 members 
Mstep: Class 36 contains 2760 members 
Mstep: Class 37 contains 11044 members 
Mstep: Class 38 contains 8228 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 916 members 
Mstep: Class 41 contains 36220 members 
Mstep: Class 42 contains 1928 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6344 members 
Mstep: Class 46 contains 1428 members 
Mstep: Class 47 contains 7348 members 
Mstep: Class 48 contains 20118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134952.000000 Penalty: 97921.867188
Iteration 230Q: 49 clusters Score -8.813495e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64717 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 15983 members 
Mstep: Class 4 contains 23714 members 
Mstep: Class 5 contains 8857 members 
Mstep: Class 6 contains 10626 members 
Mstep: Class 7 contains 37846 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11565 members 
Mstep: Class 10 contains 49066 members 
Mstep: Class 11 contains 39865 members 
Mstep: Class 12 contains 29311 members 
Mstep: Class 13 contains 13264 members 
Mstep: Class 14 contains 1612 members 
Mstep: Class 15 contains 12302 members 
Mstep: Class 16 contains 6476 members 
Mstep: Class 17 contains 2768 members 
Mstep: Class 18 contains 2185 members 
Mstep: Class 19 contains 34194 members 
Mstep: Class 20 contains 10060 members 
Mstep: Class 21 contains 2595 members 
Mstep: Class 22 contains 7680 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 4375 members 
Mstep: Class 25 contains 15438 members 
Mstep: Class 26 contains 16152 members 
Mstep: Class 27 contains 7506 members 
Mstep: Class 28 contains 20899 members 
Mstep: Class 29 contains 9722 members 
Mstep: Class 30 contains 22446 members 
Mstep: Class 31 contains 14831 members 
Mstep: Class 32 contains 10665 members 
Mstep: Class 33 contains 3867 members 
Mstep: Class 34 contains 51986 members 
Mstep: Class 35 contains 200461 members 
Mstep: Class 36 contains 2760 members 
Mstep: Class 37 contains 11044 members 
Mstep: Class 38 contains 8229 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 916 members 
Mstep: Class 41 contains 36222 members 
Mstep: Class 42 contains 1928 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6343 members 
Mstep: Class 46 contains 1428 members 
Mstep: Class 47 contains 7359 members 
Mstep: Class 48 contains 20114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134912.000000 Penalty: 97921.867188
Iteration 231Q: 49 clusters Score -8.813491e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64713 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 15983 members 
Mstep: Class 4 contains 23688 members 
Mstep: Class 5 contains 8856 members 
Mstep: Class 6 contains 10624 members 
Mstep: Class 7 contains 37845 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11565 members 
Mstep: Class 10 contains 49064 members 
Mstep: Class 11 contains 39865 members 
Mstep: Class 12 contains 29317 members 
Mstep: Class 13 contains 13264 members 
Mstep: Class 14 contains 1612 members 
Mstep: Class 15 contains 12303 members 
Mstep: Class 16 contains 6476 members 
Mstep: Class 17 contains 2768 members 
Mstep: Class 18 contains 2184 members 
Mstep: Class 19 contains 34197 members 
Mstep: Class 20 contains 10062 members 
Mstep: Class 21 contains 2595 members 
Mstep: Class 22 contains 7681 members 
Mstep: Class 23 contains 4733 members 
Mstep: Class 24 contains 4375 members 
Mstep: Class 25 contains 15438 members 
Mstep: Class 26 contains 16152 members 
Mstep: Class 27 contains 7507 members 
Mstep: Class 28 contains 20899 members 
Mstep: Class 29 contains 9722 members 
Mstep: Class 30 contains 22445 members 
Mstep: Class 31 contains 14831 members 
Mstep: Class 32 contains 10665 members 
Mstep: Class 33 contains 3868 members 
Mstep: Class 34 contains 51993 members 
Mstep: Class 35 contains 200463 members 
Mstep: Class 36 contains 2760 members 
Mstep: Class 37 contains 11044 members 
Mstep: Class 38 contains 8228 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 916 members 
Mstep: Class 41 contains 36223 members 
Mstep: Class 42 contains 1928 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6343 members 
Mstep: Class 46 contains 1428 members 
Mstep: Class 47 contains 7373 members 
Mstep: Class 48 contains 20111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134928.000000 Penalty: 97921.867188
Iteration 232Q: 49 clusters Score -8.813493e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64707 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 15987 members 
Mstep: Class 4 contains 23673 members 
Mstep: Class 5 contains 8854 members 
Mstep: Class 6 contains 10619 members 
Mstep: Class 7 contains 37845 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11565 members 
Mstep: Class 10 contains 49060 members 
Mstep: Class 11 contains 39865 members 
Mstep: Class 12 contains 29325 members 
Mstep: Class 13 contains 13263 members 
Mstep: Class 14 contains 1612 members 
Mstep: Class 15 contains 12303 members 
Mstep: Class 16 contains 6476 members 
Mstep: Class 17 contains 2768 members 
Mstep: Class 18 contains 2184 members 
Mstep: Class 19 contains 34197 members 
Mstep: Class 20 contains 10065 members 
Mstep: Class 21 contains 2595 members 
Mstep: Class 22 contains 7683 members 
Mstep: Class 23 contains 4737 members 
Mstep: Class 24 contains 4375 members 
Mstep: Class 25 contains 15438 members 
Mstep: Class 26 contains 16152 members 
Mstep: Class 27 contains 7512 members 
Mstep: Class 28 contains 20898 members 
Mstep: Class 29 contains 9722 members 
Mstep: Class 30 contains 22445 members 
Mstep: Class 31 contains 14834 members 
Mstep: Class 32 contains 10665 members 
Mstep: Class 33 contains 3868 members 
Mstep: Class 34 contains 51996 members 
Mstep: Class 35 contains 200459 members 
Mstep: Class 36 contains 2760 members 
Mstep: Class 37 contains 11044 members 
Mstep: Class 38 contains 8228 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 916 members 
Mstep: Class 41 contains 36223 members 
Mstep: Class 42 contains 1928 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6343 members 
Mstep: Class 46 contains 1428 members 
Mstep: Class 47 contains 7384 members 
Mstep: Class 48 contains 20106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134976.000000 Penalty: 97921.867188
Iteration 233Q: 49 clusters Score -8.813498e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64705 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 15988 members 
Mstep: Class 4 contains 23649 members 
Mstep: Class 5 contains 8854 members 
Mstep: Class 6 contains 10617 members 
Mstep: Class 7 contains 37844 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11565 members 
Mstep: Class 10 contains 49060 members 
Mstep: Class 11 contains 39866 members 
Mstep: Class 12 contains 29329 members 
Mstep: Class 13 contains 13263 members 
Mstep: Class 14 contains 1612 members 
Mstep: Class 15 contains 12302 members 
Mstep: Class 16 contains 6476 members 
Mstep: Class 17 contains 2768 members 
Mstep: Class 18 contains 2184 members 
Mstep: Class 19 contains 34203 members 
Mstep: Class 20 contains 10065 members 
Mstep: Class 21 contains 2595 members 
Mstep: Class 22 contains 7684 members 
Mstep: Class 23 contains 4739 members 
Mstep: Class 24 contains 4375 members 
Mstep: Class 25 contains 15438 members 
Mstep: Class 26 contains 16152 members 
Mstep: Class 27 contains 7511 members 
Mstep: Class 28 contains 20900 members 
Mstep: Class 29 contains 9722 members 
Mstep: Class 30 contains 22445 members 
Mstep: Class 31 contains 14833 members 
Mstep: Class 32 contains 10665 members 
Mstep: Class 33 contains 3868 members 
Mstep: Class 34 contains 51998 members 
Mstep: Class 35 contains 200461 members 
Mstep: Class 36 contains 2760 members 
Mstep: Class 37 contains 11044 members 
Mstep: Class 38 contains 8228 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 916 members 
Mstep: Class 41 contains 36223 members 
Mstep: Class 42 contains 1928 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6343 members 
Mstep: Class 46 contains 1428 members 
Mstep: Class 47 contains 7397 members 
Mstep: Class 48 contains 20104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134992.000000 Penalty: 97921.867188
Iteration 234Q: 49 clusters Score -8.813499e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64705 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 15988 members 
Mstep: Class 4 contains 23626 members 
Mstep: Class 5 contains 8855 members 
Mstep: Class 6 contains 10616 members 
Mstep: Class 7 contains 37843 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11565 members 
Mstep: Class 10 contains 49059 members 
Mstep: Class 11 contains 39866 members 
Mstep: Class 12 contains 29336 members 
Mstep: Class 13 contains 13263 members 
Mstep: Class 14 contains 1612 members 
Mstep: Class 15 contains 12303 members 
Mstep: Class 16 contains 6476 members 
Mstep: Class 17 contains 2768 members 
Mstep: Class 18 contains 2184 members 
Mstep: Class 19 contains 34202 members 
Mstep: Class 20 contains 10064 members 
Mstep: Class 21 contains 2596 members 
Mstep: Class 22 contains 7685 members 
Mstep: Class 23 contains 4738 members 
Mstep: Class 24 contains 4375 members 
Mstep: Class 25 contains 15438 members 
Mstep: Class 26 contains 16152 members 
Mstep: Class 27 contains 7513 members 
Mstep: Class 28 contains 20899 members 
Mstep: Class 29 contains 9723 members 
Mstep: Class 30 contains 22444 members 
Mstep: Class 31 contains 14832 members 
Mstep: Class 32 contains 10665 members 
Mstep: Class 33 contains 3868 members 
Mstep: Class 34 contains 51999 members 
Mstep: Class 35 contains 200467 members 
Mstep: Class 36 contains 2760 members 
Mstep: Class 37 contains 11044 members 
Mstep: Class 38 contains 8228 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 916 members 
Mstep: Class 41 contains 36224 members 
Mstep: Class 42 contains 1928 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6343 members 
Mstep: Class 46 contains 1428 members 
Mstep: Class 47 contains 7410 members 
Mstep: Class 48 contains 20101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134912.000000 Penalty: 97921.867188
Iteration 235Q: 49 clusters Score -8.813491e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64703 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 15990 members 
Mstep: Class 4 contains 23608 members 
Mstep: Class 5 contains 8854 members 
Mstep: Class 6 contains 10613 members 
Mstep: Class 7 contains 37840 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11565 members 
Mstep: Class 10 contains 49055 members 
Mstep: Class 11 contains 39866 members 
Mstep: Class 12 contains 29343 members 
Mstep: Class 13 contains 13263 members 
Mstep: Class 14 contains 1612 members 
Mstep: Class 15 contains 12303 members 
Mstep: Class 16 contains 6476 members 
Mstep: Class 17 contains 2768 members 
Mstep: Class 18 contains 2183 members 
Mstep: Class 19 contains 34204 members 
Mstep: Class 20 contains 10064 members 
Mstep: Class 21 contains 2596 members 
Mstep: Class 22 contains 7685 members 
Mstep: Class 23 contains 4738 members 
Mstep: Class 24 contains 4376 members 
Mstep: Class 25 contains 15438 members 
Mstep: Class 26 contains 16152 members 
Mstep: Class 27 contains 7514 members 
Mstep: Class 28 contains 20899 members 
Mstep: Class 29 contains 9725 members 
Mstep: Class 30 contains 22445 members 
Mstep: Class 31 contains 14832 members 
Mstep: Class 32 contains 10665 members 
Mstep: Class 33 contains 3868 members 
Mstep: Class 34 contains 51996 members 
Mstep: Class 35 contains 200474 members 
Mstep: Class 36 contains 2760 members 
Mstep: Class 37 contains 11044 members 
Mstep: Class 38 contains 8228 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 916 members 
Mstep: Class 41 contains 36225 members 
Mstep: Class 42 contains 1928 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6343 members 
Mstep: Class 46 contains 1428 members 
Mstep: Class 47 contains 7425 members 
Mstep: Class 48 contains 20097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134944.000000 Penalty: 97921.867188
Iteration 236Q: 49 clusters Score -8.813494e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64703 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 15996 members 
Mstep: Class 4 contains 23572 members 
Mstep: Class 5 contains 8854 members 
Mstep: Class 6 contains 10612 members 
Mstep: Class 7 contains 37838 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11565 members 
Mstep: Class 10 contains 49054 members 
Mstep: Class 11 contains 39866 members 
Mstep: Class 12 contains 29350 members 
Mstep: Class 13 contains 13263 members 
Mstep: Class 14 contains 1612 members 
Mstep: Class 15 contains 12303 members 
Mstep: Class 16 contains 6476 members 
Mstep: Class 17 contains 2768 members 
Mstep: Class 18 contains 2184 members 
Mstep: Class 19 contains 34210 members 
Mstep: Class 20 contains 10065 members 
Mstep: Class 21 contains 2595 members 
Mstep: Class 22 contains 7684 members 
Mstep: Class 23 contains 4739 members 
Mstep: Class 24 contains 4375 members 
Mstep: Class 25 contains 15438 members 
Mstep: Class 26 contains 16152 members 
Mstep: Class 27 contains 7516 members 
Mstep: Class 28 contains 20899 members 
Mstep: Class 29 contains 9726 members 
Mstep: Class 30 contains 22445 members 
Mstep: Class 31 contains 14833 members 
Mstep: Class 32 contains 10665 members 
Mstep: Class 33 contains 3868 members 
Mstep: Class 34 contains 51995 members 
Mstep: Class 35 contains 200476 members 
Mstep: Class 36 contains 2760 members 
Mstep: Class 37 contains 11044 members 
Mstep: Class 38 contains 8230 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 916 members 
Mstep: Class 41 contains 36226 members 
Mstep: Class 42 contains 1928 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6343 members 
Mstep: Class 46 contains 1428 members 
Mstep: Class 47 contains 7438 members 
Mstep: Class 48 contains 20097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88134992.000000 Penalty: 97921.867188
Iteration 237Q: 49 clusters Score -8.813499e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64704 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 15995 members 
Mstep: Class 4 contains 23547 members 
Mstep: Class 5 contains 8853 members 
Mstep: Class 6 contains 10610 members 
Mstep: Class 7 contains 37838 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11565 members 
Mstep: Class 10 contains 49050 members 
Mstep: Class 11 contains 39866 members 
Mstep: Class 12 contains 29351 members 
Mstep: Class 13 contains 13262 members 
Mstep: Class 14 contains 1612 members 
Mstep: Class 15 contains 12303 members 
Mstep: Class 16 contains 6476 members 
Mstep: Class 17 contains 2768 members 
Mstep: Class 18 contains 2183 members 
Mstep: Class 19 contains 34216 members 
Mstep: Class 20 contains 10066 members 
Mstep: Class 21 contains 2595 members 
Mstep: Class 22 contains 7683 members 
Mstep: Class 23 contains 4737 members 
Mstep: Class 24 contains 4377 members 
Mstep: Class 25 contains 15438 members 
Mstep: Class 26 contains 16152 members 
Mstep: Class 27 contains 7516 members 
Mstep: Class 28 contains 20900 members 
Mstep: Class 29 contains 9726 members 
Mstep: Class 30 contains 22447 members 
Mstep: Class 31 contains 14834 members 
Mstep: Class 32 contains 10665 members 
Mstep: Class 33 contains 3868 members 
Mstep: Class 34 contains 51993 members 
Mstep: Class 35 contains 200480 members 
Mstep: Class 36 contains 2760 members 
Mstep: Class 37 contains 11044 members 
Mstep: Class 38 contains 8229 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 916 members 
Mstep: Class 41 contains 36227 members 
Mstep: Class 42 contains 1928 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6343 members 
Mstep: Class 46 contains 1428 members 
Mstep: Class 47 contains 7458 members 
Mstep: Class 48 contains 20098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88135008.000000 Penalty: 97921.867188
Iteration 238Q: 49 clusters Score -8.813501e+07 nChanged 80
Entering ConstructFrom: 
Score: -88135008.000000 Penalty: 97921.867188
Entering ConstructFrom: 
Trying to split cluster 1 (64704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64704 members 
Entering Unmasked Estep 
Score: -6660574.000000 Penalty: 1648.343750
	Iteration 0F: 2 clusters Score -6660574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32290 members 
Mstep: Class 2 contains 32414 members 
Entering Unmasked Estep 
Score: -6618135.500000 Penalty: 3296.687500
	Iteration 0F: 3 clusters Score -6618136 nChanged 30326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31586 members 
Mstep: Class 2 contains 33118 members 
Entering Unmasked Estep 
Score: -6634999.000000 Penalty: 3296.687500
	Iteration 1F: 3 clusters Score -6634999 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30969 members 
Mstep: Class 2 contains 33735 members 
Entering Unmasked Estep 
Score: -6635734.000000 Penalty: 3296.687500
	Iteration 2Q: 3 clusters Score -6635734 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29998 members 
Mstep: Class 2 contains 34706 members 
Entering Unmasked Estep 
Score: -6636536.500000 Penalty: 3296.687500
	Iteration 3Q: 3 clusters Score -6636536 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 36094 members 
Entering Unmasked Estep 
Score: -6637702.000000 Penalty: 3296.687500
	Iteration 4Q: 3 clusters Score -6637702 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26656 members 
Mstep: Class 2 contains 38048 members 
Entering Unmasked Estep 
Score: -6639348.500000 Penalty: 3296.687500
	Iteration 5F: 3 clusters Score -6639348 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 40538 members 
Entering Unmasked Estep 
Score: -6641464.000000 Penalty: 3296.687500
	Iteration 6F: 3 clusters Score -6641464 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 43473 members 
Entering Unmasked Estep 
Score: -6644087.000000 Penalty: 3296.687500
	Iteration 7F: 3 clusters Score -6644087 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 46496 members 
Entering Unmasked Estep 
Score: -6646774.000000 Penalty: 3296.687500
	Iteration 8F: 3 clusters Score -6646774 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 49369 members 
Entering Unmasked Estep 
Score: -6649460.500000 Penalty: 3296.687500
	Iteration 9F: 3 clusters Score -6649460 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 51836 members 
Entering Unmasked Estep 
Score: -6651844.500000 Penalty: 3296.687500
	Iteration 10Q: 3 clusters Score -6651844 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 53769 members 
Entering Unmasked Estep 
Score: -6653604.000000 Penalty: 3296.687500
	Iteration 11Q: 3 clusters Score -6653604 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 55227 members 
Entering Unmasked Estep 
Score: -6654942.500000 Penalty: 3296.687500
	Iteration 12Q: 3 clusters Score -6654942 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 56357 members 
Entering Unmasked Estep 
Score: -6655926.000000 Penalty: 3296.687500
	Iteration 13Q: 3 clusters Score -6655926 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 57250 members 
Entering Unmasked Estep 
Score: -6656552.500000 Penalty: 3296.687500
	Iteration 14Q: 3 clusters Score -6656552 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 58054 members 
Entering Unmasked Estep 
Score: -6656996.000000 Penalty: 3296.687500
	Iteration 15Q: 3 clusters Score -6656996 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 58739 members 
Entering Unmasked Estep 
Score: -6657316.500000 Penalty: 3296.687500
	Iteration 16Q: 3 clusters Score -6657316 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 59350 members 
Entering Unmasked Estep 
Score: -6657648.500000 Penalty: 3296.687500
	Iteration 17Q: 3 clusters Score -6657648 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 59903 members 
Entering Unmasked Estep 
Score: -6657963.500000 Penalty: 3296.687500
	Iteration 18Q: 3 clusters Score -6657964 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 60375 members 
Entering Unmasked Estep 
Score: -6658247.000000 Penalty: 3296.687500
	Iteration 19Q: 3 clusters Score -6658247 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 60798 members 
Entering Unmasked Estep 
Score: -6658499.500000 Penalty: 3296.687500
	Iteration 20F: 3 clusters Score -6658500 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 61181 members 
Entering Unmasked Estep 
Score: -6658714.500000 Penalty: 3296.687500
	Iteration 21Q: 3 clusters Score -6658714 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 61492 members 
Entering Unmasked Estep 
Score: -6658883.500000 Penalty: 3296.687500
	Iteration 22Q: 3 clusters Score -6658884 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 61744 members 
Entering Unmasked Estep 
Score: -6659023.000000 Penalty: 3296.687500
	Iteration 23Q: 3 clusters Score -6659023 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 61963 members 
Entering Unmasked Estep 
Score: -6659106.500000 Penalty: 3296.687500
	Iteration 24Q: 3 clusters Score -6659106 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 62153 members 
Entering Unmasked Estep 
Score: -6659204.000000 Penalty: 3296.687500
	Iteration 25Q: 3 clusters Score -6659204 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 62328 members 
Entering Unmasked Estep 
Score: -6659292.500000 Penalty: 3296.687500
	Iteration 26Q: 3 clusters Score -6659292 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 62474 members 
Entering Unmasked Estep 
Score: -6659379.000000 Penalty: 3296.687500
	Iteration 27Q: 3 clusters Score -6659379 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 62601 members 
Entering Unmasked Estep 
Score: -6659433.000000 Penalty: 3296.687500
	Iteration 28Q: 3 clusters Score -6659433 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 62695 members 
Entering Unmasked Estep 
Score: -6659484.000000 Penalty: 3296.687500
	Iteration 29Q: 3 clusters Score -6659484 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 62779 members 
Entering Unmasked Estep 
Score: -6659520.500000 Penalty: 3296.687500
	Iteration 30Q: 3 clusters Score -6659520 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 62836 members 
Entering Unmasked Estep 
Score: -6659572.000000 Penalty: 3296.687500
	Iteration 31Q: 3 clusters Score -6659572 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 62887 members 
Entering Unmasked Estep 
Score: -6659587.000000 Penalty: 3296.687500
	Iteration 32Q: 3 clusters Score -6659587 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 62925 members 
Entering Unmasked Estep 
Score: -6659611.500000 Penalty: 3296.687500
	Iteration 33Q: 3 clusters Score -6659612 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 62959 members 
Entering Unmasked Estep 
Score: -6659633.000000 Penalty: 3296.687500
	Iteration 34Q: 3 clusters Score -6659633 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 62998 members 
Entering Unmasked Estep 
Score: -6659651.000000 Penalty: 3296.687500
	Iteration 35Q: 3 clusters Score -6659651 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 63022 members 
Entering Unmasked Estep 
Score: -6659671.000000 Penalty: 3296.687500
	Iteration 36Q: 3 clusters Score -6659671 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 63049 members 
Entering Unmasked Estep 
Score: -6659675.000000 Penalty: 3296.687500
	Iteration 37Q: 3 clusters Score -6659675 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 63065 members 
Entering Unmasked Estep 
Score: -6659693.500000 Penalty: 3296.687500
	Iteration 38Q: 3 clusters Score -6659694 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 63081 members 
Entering Unmasked Estep 
Score: -6659710.500000 Penalty: 3296.687500
	Iteration 39Q: 3 clusters Score -6659710 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 63099 members 
Entering Unmasked Estep 
Score: -6659705.500000 Penalty: 3296.687500
	Iteration 40F: 3 clusters Score -6659706 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 63110 members 
Entering Unmasked Estep 
Score: -6659706.000000 Penalty: 3296.687500
	Iteration 41Q: 3 clusters Score -6659706 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 63123 members 
Entering Unmasked Estep 
Score: -6659700.000000 Penalty: 3296.687500
	Iteration 42Q: 3 clusters Score -6659700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 63132 members 
Entering Unmasked Estep 
Score: -6659708.500000 Penalty: 3296.687500
	Iteration 43Q: 3 clusters Score -6659708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 63140 members 
Entering Unmasked Estep 
Score: -6659707.500000 Penalty: 3296.687500
	Iteration 44Q: 3 clusters Score -6659708 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 63147 members 
Entering Unmasked Estep 
Score: -6659705.000000 Penalty: 3296.687500
	Iteration 45Q: 3 clusters Score -6659705 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 63156 members 
Entering Unmasked Estep 
Score: -6659713.500000 Penalty: 3296.687500
	Iteration 46Q: 3 clusters Score -6659714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 63160 members 
Entering Unmasked Estep 
Score: -6659708.000000 Penalty: 3296.687500
	Iteration 47Q: 3 clusters Score -6659708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 63166 members 
Entering Unmasked Estep 
Score: -6659723.000000 Penalty: 3296.687500
	Iteration 48Q: 3 clusters Score -6659723 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 63170 members 
Entering Unmasked Estep 
Score: -6659723.500000 Penalty: 3296.687500
	Iteration 49Q: 3 clusters Score -6659724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 63175 members 
Entering Unmasked Estep 
Score: -6659716.500000 Penalty: 3296.687500
	Iteration 50Q: 3 clusters Score -6659716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 63180 members 
Entering Unmasked Estep 
Score: -6659725.500000 Penalty: 3296.687500
	Iteration 51Q: 3 clusters Score -6659726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 63185 members 
Entering Unmasked Estep 
Score: -6659726.500000 Penalty: 3296.687500
	Iteration 52Q: 3 clusters Score -6659726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 63189 members 
Entering Unmasked Estep 
Score: -6659734.500000 Penalty: 3296.687500
	Iteration 53Q: 3 clusters Score -6659734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 63192 members 
Entering Unmasked Estep 
Score: -6659738.500000 Penalty: 3296.687500
	Iteration 54Q: 3 clusters Score -6659738 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 63205 members 
Entering Unmasked Estep 
Score: -6659741.500000 Penalty: 3296.687500
	Iteration 55Q: 3 clusters Score -6659742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 63216 members 
Entering Unmasked Estep 
Score: -6659744.000000 Penalty: 3296.687500
	Iteration 56Q: 3 clusters Score -6659744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 63217 members 
Entering Unmasked Estep 
Score: -6659746.500000 Penalty: 3296.687500
	Iteration 57Q: 3 clusters Score -6659746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 63221 members 
Entering Unmasked Estep 
Score: -6659742.500000 Penalty: 3296.687500
	Iteration 58Q: 3 clusters Score -6659742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 63221 members 
Entering Unmasked Estep 
Score: -6659750.500000 Penalty: 3296.687500
	Iteration 59Q: 3 clusters Score -6659750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 63222 members 
Entering Unmasked Estep 
Score: -6659747.500000 Penalty: 3296.687500
	Iteration 60F: 3 clusters Score -6659748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 63225 members 
Entering Unmasked Estep 
Score: -6659749.500000 Penalty: 3296.687500
	Iteration 61Q: 3 clusters Score -6659750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 63228 members 
Entering Unmasked Estep 
Score: -6659752.000000 Penalty: 3296.687500
	Iteration 62Q: 3 clusters Score -6659752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 63228 members 
Entering Unmasked Estep 
Score: -6659752.000000 Penalty: 3296.687500
	Iteration 63F: 3 clusters Score -6659752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Entering Unmasked Estep 
Score: -1083251.250000 Penalty: 1375.243286
	Iteration 0F: 2 clusters Score -1083251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1076360.500000 Penalty: 2750.486572
	Iteration 0F: 3 clusters Score -1076360 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1078585.125000 Penalty: 2750.486572
	Iteration 1F: 3 clusters Score -1078585 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1078931.500000 Penalty: 2750.486572
	Iteration 2F: 3 clusters Score -1078932 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1079186.750000 Penalty: 2750.486572
	Iteration 3F: 3 clusters Score -1079187 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1079414.250000 Penalty: 2750.486572
	Iteration 4Q: 3 clusters Score -1079414 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1079629.750000 Penalty: 2750.486572
	Iteration 5Q: 3 clusters Score -1079630 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1079824.125000 Penalty: 2750.486572
	Iteration 6Q: 3 clusters Score -1079824 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1080010.750000 Penalty: 2750.486572
	Iteration 7Q: 3 clusters Score -1080011 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1080212.750000 Penalty: 2750.486572
	Iteration 8Q: 3 clusters Score -1080213 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1080411.250000 Penalty: 2750.486572
	Iteration 9Q: 3 clusters Score -1080411 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1080630.000000 Penalty: 2750.486572
	Iteration 10Q: 3 clusters Score -1080630 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1080868.250000 Penalty: 2750.486572
	Iteration 11Q: 3 clusters Score -1080868 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1081072.250000 Penalty: 2750.486572
	Iteration 12Q: 3 clusters Score -1081072 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1081248.625000 Penalty: 2750.486572
	Iteration 13Q: 3 clusters Score -1081249 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1081408.500000 Penalty: 2750.486572
	Iteration 14Q: 3 clusters Score -1081408 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1081536.125000 Penalty: 2750.486572
	Iteration 15Q: 3 clusters Score -1081536 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1081635.000000 Penalty: 2750.486572
	Iteration 16Q: 3 clusters Score -1081635 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1081716.500000 Penalty: 2750.486572
	Iteration 17Q: 3 clusters Score -1081716 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1081788.875000 Penalty: 2750.486572
	Iteration 18Q: 3 clusters Score -1081789 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1081861.750000 Penalty: 2750.486572
	Iteration 19Q: 3 clusters Score -1081862 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1081929.500000 Penalty: 2750.486572
	Iteration 20F: 3 clusters Score -1081930 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1081972.750000 Penalty: 2750.486572
	Iteration 21Q: 3 clusters Score -1081973 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1081996.000000 Penalty: 2750.486572
	Iteration 22Q: 3 clusters Score -1081996 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1082018.000000 Penalty: 2750.486572
	Iteration 23Q: 3 clusters Score -1082018 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1082037.750000 Penalty: 2750.486572
	Iteration 24Q: 3 clusters Score -1082038 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1082054.750000 Penalty: 2750.486572
	Iteration 25Q: 3 clusters Score -1082055 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1082069.500000 Penalty: 2750.486572
	Iteration 26Q: 3 clusters Score -1082070 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1082092.375000 Penalty: 2750.486572
	Iteration 27Q: 3 clusters Score -1082092 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1082103.500000 Penalty: 2750.486572
	Iteration 28Q: 3 clusters Score -1082104 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1082119.500000 Penalty: 2750.486572
	Iteration 29Q: 3 clusters Score -1082120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1082131.750000 Penalty: 2750.486572
	Iteration 30Q: 3 clusters Score -1082132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1082138.625000 Penalty: 2750.486572
	Iteration 31Q: 3 clusters Score -1082139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1082140.375000 Penalty: 2750.486572
	Iteration 32Q: 3 clusters Score -1082140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1082144.875000 Penalty: 2750.486572
	Iteration 33Q: 3 clusters Score -1082145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1082146.125000 Penalty: 2750.486572
	Iteration 34Q: 3 clusters Score -1082146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1082146.750000 Penalty: 2750.486572
	Iteration 35Q: 3 clusters Score -1082147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1082148.875000 Penalty: 2750.486572
	Iteration 36Q: 3 clusters Score -1082149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1082149.750000 Penalty: 2750.486572
	Iteration 37Q: 3 clusters Score -1082150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1082152.125000 Penalty: 2750.486572
	Iteration 38Q: 3 clusters Score -1082152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1082152.625000 Penalty: 2750.486572
	Iteration 39Q: 3 clusters Score -1082153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1082152.625000 Penalty: 2750.486572
	Iteration 40F: 3 clusters Score -1082153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Entering Unmasked Estep 
Score: -1585007.750000 Penalty: 1440.425903
	Iteration 0F: 2 clusters Score -1585008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1574502.500000 Penalty: 2880.851807
	Iteration 0F: 3 clusters Score -1574502 nChanged 6862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1578102.000000 Penalty: 2880.851807
	Iteration 1F: 3 clusters Score -1578102 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1578491.625000 Penalty: 2880.851807
	Iteration 2F: 3 clusters Score -1578492 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1578818.250000 Penalty: 2880.851807
	Iteration 3Q: 3 clusters Score -1578818 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1579104.875000 Penalty: 2880.851807
	Iteration 4Q: 3 clusters Score -1579105 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1579421.125000 Penalty: 2880.851807
	Iteration 5Q: 3 clusters Score -1579421 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1579748.750000 Penalty: 2880.851807
	Iteration 6Q: 3 clusters Score -1579749 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1580062.500000 Penalty: 2880.851807
	Iteration 7Q: 3 clusters Score -1580062 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1580385.750000 Penalty: 2880.851807
	Iteration 8Q: 3 clusters Score -1580386 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1580722.250000 Penalty: 2880.851807
	Iteration 9Q: 3 clusters Score -1580722 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1581069.625000 Penalty: 2880.851807
	Iteration 10Q: 3 clusters Score -1581070 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1581418.375000 Penalty: 2880.851807
	Iteration 11Q: 3 clusters Score -1581418 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1581733.000000 Penalty: 2880.851807
	Iteration 12Q: 3 clusters Score -1581733 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -1582033.875000 Penalty: 2880.851807
	Iteration 13Q: 3 clusters Score -1582034 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -1582297.875000 Penalty: 2880.851807
	Iteration 14Q: 3 clusters Score -1582298 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1582516.250000 Penalty: 2880.851807
	Iteration 15Q: 3 clusters Score -1582516 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -1582693.250000 Penalty: 2880.851807
	Iteration 16Q: 3 clusters Score -1582693 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -1582855.500000 Penalty: 2880.851807
	Iteration 17Q: 3 clusters Score -1582856 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -1582999.375000 Penalty: 2880.851807
	Iteration 18Q: 3 clusters Score -1582999 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -1583125.375000 Penalty: 2880.851807
	Iteration 19Q: 3 clusters Score -1583125 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -1583232.750000 Penalty: 2880.851807
	Iteration 20F: 3 clusters Score -1583233 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -1583315.625000 Penalty: 2880.851807
	Iteration 21Q: 3 clusters Score -1583316 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -1583389.000000 Penalty: 2880.851807
	Iteration 22Q: 3 clusters Score -1583389 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -1583457.875000 Penalty: 2880.851807
	Iteration 23Q: 3 clusters Score -1583458 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -1583508.500000 Penalty: 2880.851807
	Iteration 24Q: 3 clusters Score -1583508 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -1583551.875000 Penalty: 2880.851807
	Iteration 25Q: 3 clusters Score -1583552 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -1583595.375000 Penalty: 2880.851807
	Iteration 26Q: 3 clusters Score -1583595 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -1583618.625000 Penalty: 2880.851807
	Iteration 27Q: 3 clusters Score -1583619 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -1583650.375000 Penalty: 2880.851807
	Iteration 28Q: 3 clusters Score -1583650 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -1583673.500000 Penalty: 2880.851807
	Iteration 29Q: 3 clusters Score -1583674 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -1583683.750000 Penalty: 2880.851807
	Iteration 30Q: 3 clusters Score -1583684 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -1583700.875000 Penalty: 2880.851807
	Iteration 31Q: 3 clusters Score -1583701 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -1583714.625000 Penalty: 2880.851807
	Iteration 32Q: 3 clusters Score -1583715 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -1583734.500000 Penalty: 2880.851807
	Iteration 33Q: 3 clusters Score -1583734 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -1583745.250000 Penalty: 2880.851807
	Iteration 34Q: 3 clusters Score -1583745 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -1583758.000000 Penalty: 2880.851807
	Iteration 35Q: 3 clusters Score -1583758 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -1583772.375000 Penalty: 2880.851807
	Iteration 36Q: 3 clusters Score -1583772 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -1583785.125000 Penalty: 2880.851807
	Iteration 37Q: 3 clusters Score -1583785 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -1583793.500000 Penalty: 2880.851807
	Iteration 38Q: 3 clusters Score -1583794 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -1583806.375000 Penalty: 2880.851807
	Iteration 39Q: 3 clusters Score -1583806 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -1583823.500000 Penalty: 2880.851807
	Iteration 40F: 3 clusters Score -1583824 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -1583830.375000 Penalty: 2880.851807
	Iteration 41Q: 3 clusters Score -1583830 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -1583836.750000 Penalty: 2880.851807
	Iteration 42Q: 3 clusters Score -1583837 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -1583843.375000 Penalty: 2880.851807
	Iteration 43Q: 3 clusters Score -1583843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -1583846.250000 Penalty: 2880.851807
	Iteration 44Q: 3 clusters Score -1583846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -1583848.750000 Penalty: 2880.851807
	Iteration 45Q: 3 clusters Score -1583849 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -1583858.375000 Penalty: 2880.851807
	Iteration 46Q: 3 clusters Score -1583858 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -1583864.500000 Penalty: 2880.851807
	Iteration 47Q: 3 clusters Score -1583864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -1583865.750000 Penalty: 2880.851807
	Iteration 48Q: 3 clusters Score -1583866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -1583865.500000 Penalty: 2880.851807
	Iteration 49Q: 3 clusters Score -1583866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -1583867.000000 Penalty: 2880.851807
	Iteration 50Q: 3 clusters Score -1583867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -1583868.500000 Penalty: 2880.851807
	Iteration 51Q: 3 clusters Score -1583868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -1583868.000000 Penalty: 2880.851807
	Iteration 52Q: 3 clusters Score -1583868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -1583869.250000 Penalty: 2880.851807
	Iteration 53Q: 3 clusters Score -1583869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -1583873.750000 Penalty: 2880.851807
	Iteration 54Q: 3 clusters Score -1583874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -1583876.250000 Penalty: 2880.851807
	Iteration 55Q: 3 clusters Score -1583876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -1583875.375000 Penalty: 2880.851807
	Iteration 56Q: 3 clusters Score -1583875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -1583877.375000 Penalty: 2880.851807
	Iteration 57Q: 3 clusters Score -1583877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -1583877.250000 Penalty: 2880.851807
	Iteration 58Q: 3 clusters Score -1583877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -1583880.125000 Penalty: 2880.851807
	Iteration 59Q: 3 clusters Score -1583880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -1583883.500000 Penalty: 2880.851807
	Iteration 60F: 3 clusters Score -1583884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -1583884.875000 Penalty: 2880.851807
	Iteration 61Q: 3 clusters Score -1583885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -1583889.250000 Penalty: 2880.851807
	Iteration 62Q: 3 clusters Score -1583889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -1583889.625000 Penalty: 2880.851807
	Iteration 63Q: 3 clusters Score -1583890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -1583890.125000 Penalty: 2880.851807
	Iteration 64Q: 3 clusters Score -1583890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -1583891.375000 Penalty: 2880.851807
	Iteration 65Q: 3 clusters Score -1583891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -1583891.375000 Penalty: 2880.851807
	Iteration 66Q: 3 clusters Score -1583891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -1583891.750000 Penalty: 2880.851807
	Iteration 67Q: 3 clusters Score -1583892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -1583896.250000 Penalty: 2880.851807
	Iteration 68Q: 3 clusters Score -1583896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -1583901.625000 Penalty: 2880.851807
	Iteration 69Q: 3 clusters Score -1583902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -1583902.125000 Penalty: 2880.851807
	Iteration 70Q: 3 clusters Score -1583902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -1583907.125000 Penalty: 2880.851807
	Iteration 71Q: 3 clusters Score -1583907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -1583906.000000 Penalty: 2880.851807
	Iteration 72Q: 3 clusters Score -1583906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -1583909.625000 Penalty: 2880.851807
	Iteration 73Q: 3 clusters Score -1583910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -1583913.000000 Penalty: 2880.851807
	Iteration 74Q: 3 clusters Score -1583913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -1583916.500000 Penalty: 2880.851807
	Iteration 75Q: 3 clusters Score -1583916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -1583916.125000 Penalty: 2880.851807
	Iteration 76Q: 3 clusters Score -1583916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -1583919.750000 Penalty: 2880.851807
	Iteration 77Q: 3 clusters Score -1583920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -1583920.875000 Penalty: 2880.851807
	Iteration 78Q: 3 clusters Score -1583921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -1583922.000000 Penalty: 2880.851807
	Iteration 79Q: 3 clusters Score -1583922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -1583924.500000 Penalty: 2880.851807
	Iteration 80F: 3 clusters Score -1583924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -1583924.625000 Penalty: 2880.851807
	Iteration 81Q: 3 clusters Score -1583925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -1583925.375000 Penalty: 2880.851807
	Iteration 82Q: 3 clusters Score -1583925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -1583924.000000 Penalty: 2880.851807
	Iteration 83Q: 3 clusters Score -1583924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -1583931.750000 Penalty: 2880.851807
	Iteration 84Q: 3 clusters Score -1583932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -1583933.375000 Penalty: 2880.851807
	Iteration 85Q: 3 clusters Score -1583933 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -1583937.000000 Penalty: 2880.851807
	Iteration 86Q: 3 clusters Score -1583937 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -1583939.125000 Penalty: 2880.851807
	Iteration 87Q: 3 clusters Score -1583939 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -1583942.500000 Penalty: 2880.851807
	Iteration 88Q: 3 clusters Score -1583942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -1583940.125000 Penalty: 2880.851807
	Iteration 89Q: 3 clusters Score -1583940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -1583945.875000 Penalty: 2880.851807
	Iteration 90Q: 3 clusters Score -1583946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -1583947.750000 Penalty: 2880.851807
	Iteration 91Q: 3 clusters Score -1583948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -1583951.000000 Penalty: 2880.851807
	Iteration 92Q: 3 clusters Score -1583951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -1583951.750000 Penalty: 2880.851807
	Iteration 93Q: 3 clusters Score -1583952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -1583952.250000 Penalty: 2880.851807
	Iteration 94Q: 3 clusters Score -1583952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -1583952.875000 Penalty: 2880.851807
	Iteration 95Q: 3 clusters Score -1583953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -1583952.250000 Penalty: 2880.851807
	Iteration 96Q: 3 clusters Score -1583952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -1583953.250000 Penalty: 2880.851807
	Iteration 97Q: 3 clusters Score -1583953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -1583953.875000 Penalty: 2880.851807
	Iteration 98Q: 3 clusters Score -1583954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -1583953.875000 Penalty: 2880.851807
	Iteration 99F: 3 clusters Score -1583954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (23524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Entering Unmasked Estep 
Score: -2346442.250000 Penalty: 1497.787598
	Iteration 0F: 2 clusters Score -2346442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -2331089.000000 Penalty: 2995.575195
	Iteration 0F: 3 clusters Score -2331089 nChanged 10515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -2337023.750000 Penalty: 2995.575195
	Iteration 1F: 3 clusters Score -2337024 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -2337531.250000 Penalty: 2995.575195
	Iteration 2F: 3 clusters Score -2337531 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -2337926.000000 Penalty: 2995.575195
	Iteration 3Q: 3 clusters Score -2337926 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -2338250.000000 Penalty: 2995.575195
	Iteration 4Q: 3 clusters Score -2338250 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -2338561.000000 Penalty: 2995.575195
	Iteration 5Q: 3 clusters Score -2338561 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -2338850.500000 Penalty: 2995.575195
	Iteration 6Q: 3 clusters Score -2338850 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -2339136.750000 Penalty: 2995.575195
	Iteration 7Q: 3 clusters Score -2339137 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -2339392.500000 Penalty: 2995.575195
	Iteration 8Q: 3 clusters Score -2339392 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -2339649.250000 Penalty: 2995.575195
	Iteration 9Q: 3 clusters Score -2339649 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -2339954.000000 Penalty: 2995.575195
	Iteration 10Q: 3 clusters Score -2339954 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -2340308.250000 Penalty: 2995.575195
	Iteration 11Q: 3 clusters Score -2340308 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -2340726.500000 Penalty: 2995.575195
	Iteration 12Q: 3 clusters Score -2340726 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -2341152.500000 Penalty: 2995.575195
	Iteration 13Q: 3 clusters Score -2341152 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -2341606.250000 Penalty: 2995.575195
	Iteration 14Q: 3 clusters Score -2341606 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -2342010.000000 Penalty: 2995.575195
	Iteration 15Q: 3 clusters Score -2342010 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -2342302.250000 Penalty: 2995.575195
	Iteration 16Q: 3 clusters Score -2342302 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -2342470.000000 Penalty: 2995.575195
	Iteration 17Q: 3 clusters Score -2342470 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -2342586.500000 Penalty: 2995.575195
	Iteration 18Q: 3 clusters Score -2342586 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -2342674.500000 Penalty: 2995.575195
	Iteration 19Q: 3 clusters Score -2342674 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -2342739.750000 Penalty: 2995.575195
	Iteration 20F: 3 clusters Score -2342740 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -2342813.500000 Penalty: 2995.575195
	Iteration 21Q: 3 clusters Score -2342814 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -2342870.250000 Penalty: 2995.575195
	Iteration 22Q: 3 clusters Score -2342870 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -2342914.750000 Penalty: 2995.575195
	Iteration 23Q: 3 clusters Score -2342915 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -2342961.250000 Penalty: 2995.575195
	Iteration 24Q: 3 clusters Score -2342961 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -2342998.500000 Penalty: 2995.575195
	Iteration 25Q: 3 clusters Score -2342998 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -2343046.750000 Penalty: 2995.575195
	Iteration 26Q: 3 clusters Score -2343047 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -2343082.000000 Penalty: 2995.575195
	Iteration 27Q: 3 clusters Score -2343082 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -2343127.750000 Penalty: 2995.575195
	Iteration 28Q: 3 clusters Score -2343128 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -2343170.000000 Penalty: 2995.575195
	Iteration 29Q: 3 clusters Score -2343170 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -2343208.250000 Penalty: 2995.575195
	Iteration 30Q: 3 clusters Score -2343208 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -2343260.250000 Penalty: 2995.575195
	Iteration 31Q: 3 clusters Score -2343260 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -2343313.000000 Penalty: 2995.575195
	Iteration 32Q: 3 clusters Score -2343313 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -2343372.000000 Penalty: 2995.575195
	Iteration 33Q: 3 clusters Score -2343372 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -2343434.000000 Penalty: 2995.575195
	Iteration 34Q: 3 clusters Score -2343434 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -2343501.000000 Penalty: 2995.575195
	Iteration 35Q: 3 clusters Score -2343501 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -2343570.250000 Penalty: 2995.575195
	Iteration 36Q: 3 clusters Score -2343570 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -2343649.250000 Penalty: 2995.575195
	Iteration 37Q: 3 clusters Score -2343649 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -2343717.250000 Penalty: 2995.575195
	Iteration 38Q: 3 clusters Score -2343717 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -2343812.500000 Penalty: 2995.575195
	Iteration 39Q: 3 clusters Score -2343812 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -2343923.250000 Penalty: 2995.575195
	Iteration 40F: 3 clusters Score -2343923 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -2344073.250000 Penalty: 2995.575195
	Iteration 41Q: 3 clusters Score -2344073 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -2344247.750000 Penalty: 2995.575195
	Iteration 42Q: 3 clusters Score -2344248 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -2344438.000000 Penalty: 2995.575195
	Iteration 43Q: 3 clusters Score -2344438 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -2344614.500000 Penalty: 2995.575195
	Iteration 44Q: 3 clusters Score -2344614 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -2344774.250000 Penalty: 2995.575195
	Iteration 45Q: 3 clusters Score -2344774 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -2344915.750000 Penalty: 2995.575195
	Iteration 46Q: 3 clusters Score -2344916 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -2345023.750000 Penalty: 2995.575195
	Iteration 47Q: 3 clusters Score -2345024 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -2345140.500000 Penalty: 2995.575195
	Iteration 48Q: 3 clusters Score -2345140 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -2345236.750000 Penalty: 2995.575195
	Iteration 49Q: 3 clusters Score -2345237 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -2345319.500000 Penalty: 2995.575195
	Iteration 50Q: 3 clusters Score -2345320 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -2345400.500000 Penalty: 2995.575195
	Iteration 51Q: 3 clusters Score -2345400 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -2345472.250000 Penalty: 2995.575195
	Iteration 52Q: 3 clusters Score -2345472 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -2345514.500000 Penalty: 2995.575195
	Iteration 53Q: 3 clusters Score -2345514 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -2345551.750000 Penalty: 2995.575195
	Iteration 54Q: 3 clusters Score -2345552 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -2345590.500000 Penalty: 2995.575195
	Iteration 55Q: 3 clusters Score -2345590 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -2345629.750000 Penalty: 2995.575195
	Iteration 56Q: 3 clusters Score -2345630 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -2345650.250000 Penalty: 2995.575195
	Iteration 57Q: 3 clusters Score -2345650 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -2345674.000000 Penalty: 2995.575195
	Iteration 58Q: 3 clusters Score -2345674 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -2345690.750000 Penalty: 2995.575195
	Iteration 59Q: 3 clusters Score -2345691 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -2345699.750000 Penalty: 2995.575195
	Iteration 60F: 3 clusters Score -2345700 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -2345720.500000 Penalty: 2995.575195
	Iteration 61Q: 3 clusters Score -2345720 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -2345733.250000 Penalty: 2995.575195
	Iteration 62Q: 3 clusters Score -2345733 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -2345752.750000 Penalty: 2995.575195
	Iteration 63Q: 3 clusters Score -2345753 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -2345764.000000 Penalty: 2995.575195
	Iteration 64Q: 3 clusters Score -2345764 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -2345782.750000 Penalty: 2995.575195
	Iteration 65Q: 3 clusters Score -2345783 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -2345795.000000 Penalty: 2995.575195
	Iteration 66Q: 3 clusters Score -2345795 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -2345800.750000 Penalty: 2995.575195
	Iteration 67Q: 3 clusters Score -2345801 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -2345808.500000 Penalty: 2995.575195
	Iteration 68Q: 3 clusters Score -2345808 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -2345816.000000 Penalty: 2995.575195
	Iteration 69Q: 3 clusters Score -2345816 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -2345825.750000 Penalty: 2995.575195
	Iteration 70Q: 3 clusters Score -2345826 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -2345830.000000 Penalty: 2995.575195
	Iteration 71Q: 3 clusters Score -2345830 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -2345833.750000 Penalty: 2995.575195
	Iteration 72Q: 3 clusters Score -2345834 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -2345832.750000 Penalty: 2995.575195
	Iteration 73Q: 3 clusters Score -2345833 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -2345841.000000 Penalty: 2995.575195
	Iteration 74Q: 3 clusters Score -2345841 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -2345851.500000 Penalty: 2995.575195
	Iteration 75Q: 3 clusters Score -2345852 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -2345850.500000 Penalty: 2995.575195
	Iteration 76Q: 3 clusters Score -2345850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -2345857.750000 Penalty: 2995.575195
	Iteration 77Q: 3 clusters Score -2345858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -2345860.000000 Penalty: 2995.575195
	Iteration 78Q: 3 clusters Score -2345860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -2345860.250000 Penalty: 2995.575195
	Iteration 79Q: 3 clusters Score -2345860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -2345859.750000 Penalty: 2995.575195
	Iteration 80F: 3 clusters Score -2345860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Entering Unmasked Estep 
Score: -856435.437500 Penalty: 1352.370483
	Iteration 0F: 2 clusters Score -856435.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -850314.687500 Penalty: 2704.740967
	Iteration 0F: 3 clusters Score -850314.7 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -852384.312500 Penalty: 2704.740967
	Iteration 1F: 3 clusters Score -852384.3 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -852818.812500 Penalty: 2704.740967
	Iteration 2F: 3 clusters Score -852818.8 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -853142.625000 Penalty: 2704.740967
	Iteration 3F: 3 clusters Score -853142.6 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -853417.687500 Penalty: 2704.740967
	Iteration 4F: 3 clusters Score -853417.7 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -853681.812500 Penalty: 2704.740967
	Iteration 5Q: 3 clusters Score -853681.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -853955.250000 Penalty: 2704.740967
	Iteration 6Q: 3 clusters Score -853955.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -854170.625000 Penalty: 2704.740967
	Iteration 7Q: 3 clusters Score -854170.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -854346.625000 Penalty: 2704.740967
	Iteration 8Q: 3 clusters Score -854346.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -854485.125000 Penalty: 2704.740967
	Iteration 9Q: 3 clusters Score -854485.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -854609.750000 Penalty: 2704.740967
	Iteration 10Q: 3 clusters Score -854609.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -854715.187500 Penalty: 2704.740967
	Iteration 11Q: 3 clusters Score -854715.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -854798.062500 Penalty: 2704.740967
	Iteration 12Q: 3 clusters Score -854798.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -854867.187500 Penalty: 2704.740967
	Iteration 13Q: 3 clusters Score -854867.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -854915.812500 Penalty: 2704.740967
	Iteration 14Q: 3 clusters Score -854915.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -854959.500000 Penalty: 2704.740967
	Iteration 15Q: 3 clusters Score -854959.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -855008.562500 Penalty: 2704.740967
	Iteration 16Q: 3 clusters Score -855008.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -855040.375000 Penalty: 2704.740967
	Iteration 17Q: 3 clusters Score -855040.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -855072.875000 Penalty: 2704.740967
	Iteration 18Q: 3 clusters Score -855072.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -855101.000000 Penalty: 2704.740967
	Iteration 19Q: 3 clusters Score -855101 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -855125.375000 Penalty: 2704.740967
	Iteration 20F: 3 clusters Score -855125.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -855145.875000 Penalty: 2704.740967
	Iteration 21Q: 3 clusters Score -855145.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -855165.125000 Penalty: 2704.740967
	Iteration 22Q: 3 clusters Score -855165.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -855184.562500 Penalty: 2704.740967
	Iteration 23Q: 3 clusters Score -855184.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -855208.125000 Penalty: 2704.740967
	Iteration 24Q: 3 clusters Score -855208.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -855226.750000 Penalty: 2704.740967
	Iteration 25Q: 3 clusters Score -855226.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -855241.812500 Penalty: 2704.740967
	Iteration 26Q: 3 clusters Score -855241.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -855255.812500 Penalty: 2704.740967
	Iteration 27Q: 3 clusters Score -855255.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -855270.562500 Penalty: 2704.740967
	Iteration 28Q: 3 clusters Score -855270.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -855286.187500 Penalty: 2704.740967
	Iteration 29Q: 3 clusters Score -855286.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -855294.187500 Penalty: 2704.740967
	Iteration 30Q: 3 clusters Score -855294.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -855310.625000 Penalty: 2704.740967
	Iteration 31Q: 3 clusters Score -855310.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -855321.250000 Penalty: 2704.740967
	Iteration 32Q: 3 clusters Score -855321.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -855332.812500 Penalty: 2704.740967
	Iteration 33Q: 3 clusters Score -855332.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -855343.875000 Penalty: 2704.740967
	Iteration 34Q: 3 clusters Score -855343.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -855354.062500 Penalty: 2704.740967
	Iteration 35Q: 3 clusters Score -855354.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -855364.750000 Penalty: 2704.740967
	Iteration 36Q: 3 clusters Score -855364.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -855376.750000 Penalty: 2704.740967
	Iteration 37Q: 3 clusters Score -855376.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -855388.125000 Penalty: 2704.740967
	Iteration 38Q: 3 clusters Score -855388.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -855393.812500 Penalty: 2704.740967
	Iteration 39Q: 3 clusters Score -855393.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -855401.125000 Penalty: 2704.740967
	Iteration 40F: 3 clusters Score -855401.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -855404.187500 Penalty: 2704.740967
	Iteration 41Q: 3 clusters Score -855404.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -855404.562500 Penalty: 2704.740967
	Iteration 42Q: 3 clusters Score -855404.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -855407.187500 Penalty: 2704.740967
	Iteration 43Q: 3 clusters Score -855407.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -855408.687500 Penalty: 2704.740967
	Iteration 44Q: 3 clusters Score -855408.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -855410.125000 Penalty: 2704.740967
	Iteration 45Q: 3 clusters Score -855410.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -855410.687500 Penalty: 2704.740967
	Iteration 46Q: 3 clusters Score -855410.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -855410.687500 Penalty: 2704.740967
	Iteration 47F: 3 clusters Score -855410.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Entering Unmasked Estep 
Score: -1096306.375000 Penalty: 1379.323486
	Iteration 0F: 2 clusters Score -1096306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1089137.250000 Penalty: 2758.646973
	Iteration 0F: 3 clusters Score -1089137 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1091503.500000 Penalty: 2758.646973
	Iteration 1F: 3 clusters Score -1091504 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1091827.500000 Penalty: 2758.646973
	Iteration 2F: 3 clusters Score -1091828 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1092099.875000 Penalty: 2758.646973
	Iteration 3F: 3 clusters Score -1092100 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1092300.875000 Penalty: 2758.646973
	Iteration 4Q: 3 clusters Score -1092301 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1092477.875000 Penalty: 2758.646973
	Iteration 5Q: 3 clusters Score -1092478 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1092637.125000 Penalty: 2758.646973
	Iteration 6Q: 3 clusters Score -1092637 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1092780.125000 Penalty: 2758.646973
	Iteration 7Q: 3 clusters Score -1092780 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1092896.250000 Penalty: 2758.646973
	Iteration 8Q: 3 clusters Score -1092896 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1092999.125000 Penalty: 2758.646973
	Iteration 9Q: 3 clusters Score -1092999 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1093094.250000 Penalty: 2758.646973
	Iteration 10Q: 3 clusters Score -1093094 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1093165.375000 Penalty: 2758.646973
	Iteration 11Q: 3 clusters Score -1093165 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1093237.625000 Penalty: 2758.646973
	Iteration 12Q: 3 clusters Score -1093238 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1093300.250000 Penalty: 2758.646973
	Iteration 13Q: 3 clusters Score -1093300 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1093357.000000 Penalty: 2758.646973
	Iteration 14Q: 3 clusters Score -1093357 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1093421.250000 Penalty: 2758.646973
	Iteration 15Q: 3 clusters Score -1093421 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1093482.500000 Penalty: 2758.646973
	Iteration 16Q: 3 clusters Score -1093482 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1093554.125000 Penalty: 2758.646973
	Iteration 17Q: 3 clusters Score -1093554 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1093647.750000 Penalty: 2758.646973
	Iteration 18Q: 3 clusters Score -1093648 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1093741.250000 Penalty: 2758.646973
	Iteration 19Q: 3 clusters Score -1093741 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1093848.250000 Penalty: 2758.646973
	Iteration 20F: 3 clusters Score -1093848 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1093966.250000 Penalty: 2758.646973
	Iteration 21Q: 3 clusters Score -1093966 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1094081.125000 Penalty: 2758.646973
	Iteration 22Q: 3 clusters Score -1094081 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1094202.375000 Penalty: 2758.646973
	Iteration 23Q: 3 clusters Score -1094202 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1094336.000000 Penalty: 2758.646973
	Iteration 24Q: 3 clusters Score -1094336 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1094451.625000 Penalty: 2758.646973
	Iteration 25Q: 3 clusters Score -1094452 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1094544.750000 Penalty: 2758.646973
	Iteration 26Q: 3 clusters Score -1094545 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1094638.000000 Penalty: 2758.646973
	Iteration 27Q: 3 clusters Score -1094638 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1094716.000000 Penalty: 2758.646973
	Iteration 28Q: 3 clusters Score -1094716 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1094793.500000 Penalty: 2758.646973
	Iteration 29Q: 3 clusters Score -1094794 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1094877.375000 Penalty: 2758.646973
	Iteration 30Q: 3 clusters Score -1094877 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1094959.875000 Penalty: 2758.646973
	Iteration 31Q: 3 clusters Score -1094960 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1095031.625000 Penalty: 2758.646973
	Iteration 32Q: 3 clusters Score -1095032 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1095104.125000 Penalty: 2758.646973
	Iteration 33Q: 3 clusters Score -1095104 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1095217.750000 Penalty: 2758.646973
	Iteration 34Q: 3 clusters Score -1095218 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1095391.625000 Penalty: 2758.646973
	Iteration 35Q: 3 clusters Score -1095392 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1095613.125000 Penalty: 2758.646973
	Iteration 36Q: 3 clusters Score -1095613 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1095768.000000 Penalty: 2758.646973
	Iteration 37Q: 3 clusters Score -1095768 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1095891.000000 Penalty: 2758.646973
	Iteration 38Q: 3 clusters Score -1095891 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1095982.875000 Penalty: 2758.646973
	Iteration 39Q: 3 clusters Score -1095983 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1096087.375000 Penalty: 2758.646973
	Iteration 40F: 3 clusters Score -1096087 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1096224.125000 Penalty: 2758.646973
	Iteration 41Q: 3 clusters Score -1096224 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1096410.250000 Penalty: 2758.646973
	Iteration 42Q: 3 clusters Score -1096410 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1096647.875000 Penalty: 2758.646973
	Iteration 43Q: 3 clusters Score -1096648 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1096885.000000 Penalty: 2758.646973
	Iteration 44Q: 3 clusters Score -1096885 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1097152.625000 Penalty: 2758.646973
	Iteration 45Q: 3 clusters Score -1097153 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1097445.375000 Penalty: 2758.646973
	Iteration 46Q: 3 clusters Score -1097445 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1097736.250000 Penalty: 2758.646973
	Iteration 47Q: 3 clusters Score -1097736 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1097986.375000 Penalty: 2758.646973
	Iteration 48Q: 3 clusters Score -1097986 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1098142.500000 Penalty: 2758.646973
	Iteration 49Q: 3 clusters Score -1098142 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1098272.125000 Penalty: 2758.646973
	Iteration 50Q: 3 clusters Score -1098272 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1098334.375000 Penalty: 2758.646973
	Iteration 51Q: 3 clusters Score -1098334 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1098384.625000 Penalty: 2758.646973
	Iteration 52Q: 3 clusters Score -1098385 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1098432.875000 Penalty: 2758.646973
	Iteration 53Q: 3 clusters Score -1098433 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1098481.375000 Penalty: 2758.646973
	Iteration 54Q: 3 clusters Score -1098481 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1098517.125000 Penalty: 2758.646973
	Iteration 55Q: 3 clusters Score -1098517 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1098541.750000 Penalty: 2758.646973
	Iteration 56Q: 3 clusters Score -1098542 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1098552.375000 Penalty: 2758.646973
	Iteration 57Q: 3 clusters Score -1098552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1098565.625000 Penalty: 2758.646973
	Iteration 58Q: 3 clusters Score -1098566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1098569.250000 Penalty: 2758.646973
	Iteration 59Q: 3 clusters Score -1098569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1098753.625000 Penalty: 2758.646973
	Iteration 60F: 3 clusters Score -1098754 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1098922.375000 Penalty: 2758.646973
	Iteration 61Q: 3 clusters Score -1098922 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1099115.125000 Penalty: 2758.646973
	Iteration 62Q: 3 clusters Score -1099115 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1099390.375000 Penalty: 2758.646973
	Iteration 63Q: 3 clusters Score -1099390 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1099670.875000 Penalty: 2758.646973
	Iteration 64Q: 3 clusters Score -1099671 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1099797.125000 Penalty: 2758.646973
	Iteration 65Q: 3 clusters Score -1099797 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1099856.500000 Penalty: 2758.646973
	Iteration 66Q: 3 clusters Score -1099856 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1099868.375000 Penalty: 2758.646973
	Iteration 67Q: 3 clusters Score -1099868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1099877.375000 Penalty: 2758.646973
	Iteration 68Q: 3 clusters Score -1099877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1099879.750000 Penalty: 2758.646973
	Iteration 69Q: 3 clusters Score -1099880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1099880.500000 Penalty: 2758.646973
	Iteration 70Q: 3 clusters Score -1099880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1100228.750000 Penalty: 2758.646973
	Iteration 71F: 3 clusters Score -1100229 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1100663.000000 Penalty: 2758.646973
	Iteration 72Q: 3 clusters Score -1100663 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1100736.375000 Penalty: 2758.646973
	Iteration 73Q: 3 clusters Score -1100736 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1100753.750000 Penalty: 2758.646973
	Iteration 74Q: 3 clusters Score -1100754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1100758.125000 Penalty: 2758.646973
	Iteration 75Q: 3 clusters Score -1100758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1100757.125000 Penalty: 2758.646973
	Iteration 76Q: 3 clusters Score -1100757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1100757.750000 Penalty: 2758.646973
	Iteration 77Q: 3 clusters Score -1100758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1100757.750000 Penalty: 2758.646973
	Iteration 78F: 3 clusters Score -1100758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64704 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 15999 members 
Mstep: Class 4 contains 23524 members 
Mstep: Class 5 contains 8853 members 
Mstep: Class 6 contains 6369 members 
Mstep: Class 7 contains 37838 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11565 members 
Mstep: Class 10 contains 49047 members 
Mstep: Class 11 contains 39866 members 
Mstep: Class 12 contains 29351 members 
Mstep: Class 13 contains 13262 members 
Mstep: Class 14 contains 1612 members 
Mstep: Class 15 contains 12303 members 
Mstep: Class 16 contains 6476 members 
Mstep: Class 17 contains 2768 members 
Mstep: Class 18 contains 2182 members 
Mstep: Class 19 contains 34217 members 
Mstep: Class 20 contains 10065 members 
Mstep: Class 21 contains 2595 members 
Mstep: Class 22 contains 7684 members 
Mstep: Class 23 contains 4738 members 
Mstep: Class 24 contains 4377 members 
Mstep: Class 25 contains 15438 members 
Mstep: Class 26 contains 16152 members 
Mstep: Class 27 contains 7516 members 
Mstep: Class 28 contains 20901 members 
Mstep: Class 29 contains 9726 members 
Mstep: Class 30 contains 22445 members 
Mstep: Class 31 contains 14834 members 
Mstep: Class 32 contains 10665 members 
Mstep: Class 33 contains 3868 members 
Mstep: Class 34 contains 51993 members 
Mstep: Class 35 contains 200488 members 
Mstep: Class 36 contains 2760 members 
Mstep: Class 37 contains 11044 members 
Mstep: Class 38 contains 8228 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 916 members 
Mstep: Class 41 contains 36227 members 
Mstep: Class 42 contains 1928 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6344 members 
Mstep: Class 46 contains 1428 members 
Mstep: Class 47 contains 7472 members 
Mstep: Class 48 contains 20097 members 
Mstep: Class 49 contains 4242 members 
Entering Unmasked Estep 
Score: -88138784.000000 Penalty: 99961.906250
Splitting cluster 6 changes total score from -88135008.000000 to -88138784.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 7 (37838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37838 members 
Entering Unmasked Estep 
Score: -3907527.500000 Penalty: 1568.511108
	Iteration 0F: 2 clusters Score -3907528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -3882998.750000 Penalty: 3137.022217
	Iteration 0F: 3 clusters Score -3882999 nChanged 17256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -3892484.500000 Penalty: 3137.022217
	Iteration 1F: 3 clusters Score -3892484 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -3893126.500000 Penalty: 3137.022217
	Iteration 2Q: 3 clusters Score -3893126 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -3893743.500000 Penalty: 3137.022217
	Iteration 3Q: 3 clusters Score -3893744 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 21314 members 
Entering Unmasked Estep 
Score: -3894416.250000 Penalty: 3137.022217
	Iteration 4Q: 3 clusters Score -3894416 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -3895213.250000 Penalty: 3137.022217
	Iteration 5Q: 3 clusters Score -3895213 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 23832 members 
Entering Unmasked Estep 
Score: -3896312.250000 Penalty: 3137.022217
	Iteration 6F: 3 clusters Score -3896312 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
Score: -3897648.750000 Penalty: 3137.022217
	Iteration 7F: 3 clusters Score -3897649 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 27458 members 
Entering Unmasked Estep 
Score: -3899150.500000 Penalty: 3137.022217
	Iteration 8F: 3 clusters Score -3899150 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 29316 members 
Entering Unmasked Estep 
Score: -3900700.250000 Penalty: 3137.022217
	Iteration 9F: 3 clusters Score -3900700 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 30958 members 
Entering Unmasked Estep 
Score: -3902088.750000 Penalty: 3137.022217
	Iteration 10Q: 3 clusters Score -3902089 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 32240 members 
Entering Unmasked Estep 
Score: -3903159.000000 Penalty: 3137.022217
	Iteration 11Q: 3 clusters Score -3903159 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 33191 members 
Entering Unmasked Estep 
Score: -3903937.500000 Penalty: 3137.022217
	Iteration 12Q: 3 clusters Score -3903938 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 33907 members 
Entering Unmasked Estep 
Score: -3904439.500000 Penalty: 3137.022217
	Iteration 13Q: 3 clusters Score -3904440 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 34478 members 
Entering Unmasked Estep 
Score: -3904801.750000 Penalty: 3137.022217
	Iteration 14Q: 3 clusters Score -3904802 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 34928 members 
Entering Unmasked Estep 
Score: -3905071.500000 Penalty: 3137.022217
	Iteration 15Q: 3 clusters Score -3905072 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 35339 members 
Entering Unmasked Estep 
Score: -3905336.000000 Penalty: 3137.022217
	Iteration 16Q: 3 clusters Score -3905336 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 35656 members 
Entering Unmasked Estep 
Score: -3905524.250000 Penalty: 3137.022217
	Iteration 17Q: 3 clusters Score -3905524 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 35909 members 
Entering Unmasked Estep 
Score: -3905676.750000 Penalty: 3137.022217
	Iteration 18Q: 3 clusters Score -3905677 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 36122 members 
Entering Unmasked Estep 
Score: -3905780.750000 Penalty: 3137.022217
	Iteration 19Q: 3 clusters Score -3905781 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 36294 members 
Entering Unmasked Estep 
Score: -3905855.500000 Penalty: 3137.022217
	Iteration 20F: 3 clusters Score -3905856 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 36413 members 
Entering Unmasked Estep 
Score: -3905902.750000 Penalty: 3137.022217
	Iteration 21Q: 3 clusters Score -3905903 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 36506 members 
Entering Unmasked Estep 
Score: -3905945.000000 Penalty: 3137.022217
	Iteration 22Q: 3 clusters Score -3905945 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 36595 members 
Entering Unmasked Estep 
Score: -3905992.750000 Penalty: 3137.022217
	Iteration 23Q: 3 clusters Score -3905993 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 36676 members 
Entering Unmasked Estep 
Score: -3906043.250000 Penalty: 3137.022217
	Iteration 24Q: 3 clusters Score -3906043 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 36734 members 
Entering Unmasked Estep 
Score: -3906080.750000 Penalty: 3137.022217
	Iteration 25Q: 3 clusters Score -3906081 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 36779 members 
Entering Unmasked Estep 
Score: -3906094.250000 Penalty: 3137.022217
	Iteration 26Q: 3 clusters Score -3906094 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 36810 members 
Entering Unmasked Estep 
Score: -3906115.000000 Penalty: 3137.022217
	Iteration 27Q: 3 clusters Score -3906115 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 36839 members 
Entering Unmasked Estep 
Score: -3906128.000000 Penalty: 3137.022217
	Iteration 28Q: 3 clusters Score -3906128 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 36860 members 
Entering Unmasked Estep 
Score: -3906143.500000 Penalty: 3137.022217
	Iteration 29Q: 3 clusters Score -3906144 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 36876 members 
Entering Unmasked Estep 
Score: -3906152.250000 Penalty: 3137.022217
	Iteration 30Q: 3 clusters Score -3906152 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 36889 members 
Entering Unmasked Estep 
Score: -3906160.750000 Penalty: 3137.022217
	Iteration 31Q: 3 clusters Score -3906161 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 36896 members 
Entering Unmasked Estep 
Score: -3906159.500000 Penalty: 3137.022217
	Iteration 32Q: 3 clusters Score -3906160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 36902 members 
Entering Unmasked Estep 
Score: -3906164.250000 Penalty: 3137.022217
	Iteration 33Q: 3 clusters Score -3906164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 36910 members 
Entering Unmasked Estep 
Score: -3906173.750000 Penalty: 3137.022217
	Iteration 34Q: 3 clusters Score -3906174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 36922 members 
Entering Unmasked Estep 
Score: -3906179.750000 Penalty: 3137.022217
	Iteration 35Q: 3 clusters Score -3906180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 36934 members 
Entering Unmasked Estep 
Score: -3906183.750000 Penalty: 3137.022217
	Iteration 36Q: 3 clusters Score -3906184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 36947 members 
Entering Unmasked Estep 
Score: -3906189.000000 Penalty: 3137.022217
	Iteration 37Q: 3 clusters Score -3906189 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 36960 members 
Entering Unmasked Estep 
Score: -3906204.500000 Penalty: 3137.022217
	Iteration 38Q: 3 clusters Score -3906204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 36974 members 
Entering Unmasked Estep 
Score: -3906211.500000 Penalty: 3137.022217
	Iteration 39Q: 3 clusters Score -3906212 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 36990 members 
Entering Unmasked Estep 
Score: -3906226.500000 Penalty: 3137.022217
	Iteration 40F: 3 clusters Score -3906226 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 37004 members 
Entering Unmasked Estep 
Score: -3906239.000000 Penalty: 3137.022217
	Iteration 41Q: 3 clusters Score -3906239 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 37021 members 
Entering Unmasked Estep 
Score: -3906245.000000 Penalty: 3137.022217
	Iteration 42Q: 3 clusters Score -3906245 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 37037 members 
Entering Unmasked Estep 
Score: -3906249.500000 Penalty: 3137.022217
	Iteration 43Q: 3 clusters Score -3906250 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 37051 members 
Entering Unmasked Estep 
Score: -3906261.000000 Penalty: 3137.022217
	Iteration 44Q: 3 clusters Score -3906261 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 37071 members 
Entering Unmasked Estep 
Score: -3906272.500000 Penalty: 3137.022217
	Iteration 45Q: 3 clusters Score -3906272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 37088 members 
Entering Unmasked Estep 
Score: -3906288.500000 Penalty: 3137.022217
	Iteration 46Q: 3 clusters Score -3906288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 37099 members 
Entering Unmasked Estep 
Score: -3906296.000000 Penalty: 3137.022217
	Iteration 47Q: 3 clusters Score -3906296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 37109 members 
Entering Unmasked Estep 
Score: -3906301.250000 Penalty: 3137.022217
	Iteration 48Q: 3 clusters Score -3906301 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 37117 members 
Entering Unmasked Estep 
Score: -3906313.000000 Penalty: 3137.022217
	Iteration 49Q: 3 clusters Score -3906313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 37121 members 
Entering Unmasked Estep 
Score: -3906315.000000 Penalty: 3137.022217
	Iteration 50Q: 3 clusters Score -3906315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 37122 members 
Entering Unmasked Estep 
Score: -3906314.000000 Penalty: 3137.022217
	Iteration 51Q: 3 clusters Score -3906314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 37122 members 
Entering Unmasked Estep 
Score: -3906314.000000 Penalty: 3137.022217
	Iteration 52F: 3 clusters Score -3906314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Entering Unmasked Estep 
Score: -526435.250000 Penalty: 1268.307617
	Iteration 0F: 2 clusters Score -526435.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -522740.562500 Penalty: 2536.615234
	Iteration 0F: 3 clusters Score -522740.6 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -523797.781250 Penalty: 2536.615234
	Iteration 1F: 3 clusters Score -523797.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -523998.281250 Penalty: 2536.615234
	Iteration 2F: 3 clusters Score -523998.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -524163.625000 Penalty: 2536.615234
	Iteration 3F: 3 clusters Score -524163.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -524304.875000 Penalty: 2536.615234
	Iteration 4Q: 3 clusters Score -524304.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -524417.375000 Penalty: 2536.615234
	Iteration 5Q: 3 clusters Score -524417.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -524511.625000 Penalty: 2536.615234
	Iteration 6Q: 3 clusters Score -524511.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -524580.500000 Penalty: 2536.615234
	Iteration 7Q: 3 clusters Score -524580.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -524641.937500 Penalty: 2536.615234
	Iteration 8Q: 3 clusters Score -524641.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -524711.875000 Penalty: 2536.615234
	Iteration 9Q: 3 clusters Score -524711.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -524783.000000 Penalty: 2536.615234
	Iteration 10Q: 3 clusters Score -524783 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -524854.125000 Penalty: 2536.615234
	Iteration 11Q: 3 clusters Score -524854.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -524931.500000 Penalty: 2536.615234
	Iteration 12Q: 3 clusters Score -524931.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -525005.375000 Penalty: 2536.615234
	Iteration 13Q: 3 clusters Score -525005.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -525076.875000 Penalty: 2536.615234
	Iteration 14Q: 3 clusters Score -525076.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -525137.812500 Penalty: 2536.615234
	Iteration 15Q: 3 clusters Score -525137.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -525184.937500 Penalty: 2536.615234
	Iteration 16Q: 3 clusters Score -525184.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -525216.875000 Penalty: 2536.615234
	Iteration 17Q: 3 clusters Score -525216.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -525247.125000 Penalty: 2536.615234
	Iteration 18Q: 3 clusters Score -525247.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -525280.187500 Penalty: 2536.615234
	Iteration 19Q: 3 clusters Score -525280.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -525308.625000 Penalty: 2536.615234
	Iteration 20F: 3 clusters Score -525308.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -525327.312500 Penalty: 2536.615234
	Iteration 21Q: 3 clusters Score -525327.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -525346.812500 Penalty: 2536.615234
	Iteration 22Q: 3 clusters Score -525346.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -525356.750000 Penalty: 2536.615234
	Iteration 23Q: 3 clusters Score -525356.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -525366.625000 Penalty: 2536.615234
	Iteration 24Q: 3 clusters Score -525366.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -525377.312500 Penalty: 2536.615234
	Iteration 25Q: 3 clusters Score -525377.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -525386.625000 Penalty: 2536.615234
	Iteration 26Q: 3 clusters Score -525386.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -525394.312500 Penalty: 2536.615234
	Iteration 27Q: 3 clusters Score -525394.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -525402.187500 Penalty: 2536.615234
	Iteration 28Q: 3 clusters Score -525402.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -525408.125000 Penalty: 2536.615234
	Iteration 29Q: 3 clusters Score -525408.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -525411.312500 Penalty: 2536.615234
	Iteration 30Q: 3 clusters Score -525411.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -525412.187500 Penalty: 2536.615234
	Iteration 31Q: 3 clusters Score -525412.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -525412.312500 Penalty: 2536.615234
	Iteration 32Q: 3 clusters Score -525412.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -525414.750000 Penalty: 2536.615234
	Iteration 33Q: 3 clusters Score -525414.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -525417.625000 Penalty: 2536.615234
	Iteration 34Q: 3 clusters Score -525417.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -525417.812500 Penalty: 2536.615234
	Iteration 35Q: 3 clusters Score -525417.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -525417.812500 Penalty: 2536.615234
	Iteration 36F: 3 clusters Score -525417.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Entering Unmasked Estep 
Score: -1215180.250000 Penalty: 1392.133911
	Iteration 0F: 2 clusters Score -1215180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1207466.500000 Penalty: 2784.267822
	Iteration 0F: 3 clusters Score -1207466 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1209953.500000 Penalty: 2784.267822
	Iteration 1F: 3 clusters Score -1209954 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1210281.625000 Penalty: 2784.267822
	Iteration 2F: 3 clusters Score -1210282 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1210510.875000 Penalty: 2784.267822
	Iteration 3Q: 3 clusters Score -1210511 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1210696.500000 Penalty: 2784.267822
	Iteration 4Q: 3 clusters Score -1210696 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1210886.750000 Penalty: 2784.267822
	Iteration 5Q: 3 clusters Score -1210887 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1211094.750000 Penalty: 2784.267822
	Iteration 6Q: 3 clusters Score -1211095 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1211346.625000 Penalty: 2784.267822
	Iteration 7Q: 3 clusters Score -1211347 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1211655.250000 Penalty: 2784.267822
	Iteration 8Q: 3 clusters Score -1211655 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1212045.750000 Penalty: 2784.267822
	Iteration 9Q: 3 clusters Score -1212046 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1212481.750000 Penalty: 2784.267822
	Iteration 10Q: 3 clusters Score -1212482 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1212917.125000 Penalty: 2784.267822
	Iteration 11Q: 3 clusters Score -1212917 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1213351.250000 Penalty: 2784.267822
	Iteration 12Q: 3 clusters Score -1213351 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -1213653.750000 Penalty: 2784.267822
	Iteration 13Q: 3 clusters Score -1213654 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1213854.750000 Penalty: 2784.267822
	Iteration 14Q: 3 clusters Score -1213855 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -1213969.875000 Penalty: 2784.267822
	Iteration 15Q: 3 clusters Score -1213970 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1214040.000000 Penalty: 2784.267822
	Iteration 16Q: 3 clusters Score -1214040 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1214079.000000 Penalty: 2784.267822
	Iteration 17Q: 3 clusters Score -1214079 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1214096.875000 Penalty: 2784.267822
	Iteration 18Q: 3 clusters Score -1214097 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1214114.125000 Penalty: 2784.267822
	Iteration 19Q: 3 clusters Score -1214114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -1214127.000000 Penalty: 2784.267822
	Iteration 20F: 3 clusters Score -1214127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1214134.750000 Penalty: 2784.267822
	Iteration 21Q: 3 clusters Score -1214135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1214138.125000 Penalty: 2784.267822
	Iteration 22Q: 3 clusters Score -1214138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1214142.875000 Penalty: 2784.267822
	Iteration 23Q: 3 clusters Score -1214143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1214144.375000 Penalty: 2784.267822
	Iteration 24Q: 3 clusters Score -1214144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1214145.625000 Penalty: 2784.267822
	Iteration 25Q: 3 clusters Score -1214146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1214146.750000 Penalty: 2784.267822
	Iteration 26Q: 3 clusters Score -1214147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1214148.125000 Penalty: 2784.267822
	Iteration 27Q: 3 clusters Score -1214148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1214148.250000 Penalty: 2784.267822
	Iteration 28Q: 3 clusters Score -1214148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -1214150.625000 Penalty: 2784.267822
	Iteration 29Q: 3 clusters Score -1214151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -1214154.750000 Penalty: 2784.267822
	Iteration 30Q: 3 clusters Score -1214155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1214157.500000 Penalty: 2784.267822
	Iteration 31Q: 3 clusters Score -1214158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1214161.125000 Penalty: 2784.267822
	Iteration 32Q: 3 clusters Score -1214161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1214161.125000 Penalty: 2784.267822
	Iteration 33F: 3 clusters Score -1214161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (49047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49047 members 
Entering Unmasked Estep 
Score: -4904354.500000 Penalty: 1607.119507
	Iteration 0F: 2 clusters Score -4904354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24662 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -4872567.000000 Penalty: 3214.239014
	Iteration 0F: 3 clusters Score -4872567 nChanged 22542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -4885337.000000 Penalty: 3214.239014
	Iteration 1F: 3 clusters Score -4885337 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -4886129.500000 Penalty: 3214.239014
	Iteration 2Q: 3 clusters Score -4886130 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28005 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -4887077.500000 Penalty: 3214.239014
	Iteration 3Q: 3 clusters Score -4887078 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29615 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -4888251.000000 Penalty: 3214.239014
	Iteration 4F: 3 clusters Score -4888251 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31655 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -4889713.500000 Penalty: 3214.239014
	Iteration 5F: 3 clusters Score -4889714 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34164 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -4891797.500000 Penalty: 3214.239014
	Iteration 6F: 3 clusters Score -4891798 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36976 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -4894300.500000 Penalty: 3214.239014
	Iteration 7F: 3 clusters Score -4894300 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39845 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -4896807.500000 Penalty: 3214.239014
	Iteration 8F: 3 clusters Score -4896808 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42259 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -4898857.500000 Penalty: 3214.239014
	Iteration 9F: 3 clusters Score -4898858 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44174 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -4900508.500000 Penalty: 3214.239014
	Iteration 10Q: 3 clusters Score -4900508 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45531 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -4901565.000000 Penalty: 3214.239014
	Iteration 11Q: 3 clusters Score -4901565 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46411 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -4902219.000000 Penalty: 3214.239014
	Iteration 12Q: 3 clusters Score -4902219 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47010 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -4902634.000000 Penalty: 3214.239014
	Iteration 13Q: 3 clusters Score -4902634 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47398 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -4902869.500000 Penalty: 3214.239014
	Iteration 14Q: 3 clusters Score -4902870 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47642 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -4903045.500000 Penalty: 3214.239014
	Iteration 15Q: 3 clusters Score -4903046 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47790 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -4903158.500000 Penalty: 3214.239014
	Iteration 16Q: 3 clusters Score -4903158 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47905 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -4903221.000000 Penalty: 3214.239014
	Iteration 17Q: 3 clusters Score -4903221 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47977 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -4903259.000000 Penalty: 3214.239014
	Iteration 18Q: 3 clusters Score -4903259 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48030 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -4903294.000000 Penalty: 3214.239014
	Iteration 19Q: 3 clusters Score -4903294 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48079 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -4903334.000000 Penalty: 3214.239014
	Iteration 20F: 3 clusters Score -4903334 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48118 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -4903354.500000 Penalty: 3214.239014
	Iteration 21Q: 3 clusters Score -4903354 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48140 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -4903372.000000 Penalty: 3214.239014
	Iteration 22Q: 3 clusters Score -4903372 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48153 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -4903383.500000 Penalty: 3214.239014
	Iteration 23Q: 3 clusters Score -4903384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48161 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -4903387.000000 Penalty: 3214.239014
	Iteration 24Q: 3 clusters Score -4903387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48161 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -4903398.500000 Penalty: 3214.239014
	Iteration 25Q: 3 clusters Score -4903398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48165 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -4903392.000000 Penalty: 3214.239014
	Iteration 26Q: 3 clusters Score -4903392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48172 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -4903390.500000 Penalty: 3214.239014
	Iteration 27Q: 3 clusters Score -4903390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48175 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -4903396.500000 Penalty: 3214.239014
	Iteration 28Q: 3 clusters Score -4903396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48178 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -4903395.500000 Penalty: 3214.239014
	Iteration 29Q: 3 clusters Score -4903396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48181 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -4903398.000000 Penalty: 3214.239014
	Iteration 30Q: 3 clusters Score -4903398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48186 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -4903404.500000 Penalty: 3214.239014
	Iteration 31Q: 3 clusters Score -4903404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48188 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -4903411.500000 Penalty: 3214.239014
	Iteration 32Q: 3 clusters Score -4903412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48189 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -4903408.500000 Penalty: 3214.239014
	Iteration 33Q: 3 clusters Score -4903408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48189 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -4903414.500000 Penalty: 3214.239014
	Iteration 34Q: 3 clusters Score -4903414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48190 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -4903417.000000 Penalty: 3214.239014
	Iteration 35Q: 3 clusters Score -4903417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48192 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -4903417.500000 Penalty: 3214.239014
	Iteration 36Q: 3 clusters Score -4903418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48192 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -4903418.500000 Penalty: 3214.239014
	Iteration 37Q: 3 clusters Score -4903418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48191 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -4903420.500000 Penalty: 3214.239014
	Iteration 38Q: 3 clusters Score -4903420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48190 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -4903413.500000 Penalty: 3214.239014
	Iteration 39Q: 3 clusters Score -4903414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48190 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -4903413.500000 Penalty: 3214.239014
	Iteration 40F: 3 clusters Score -4903414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (39866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39866 members 
Entering Unmasked Estep 
Score: -4133068.500000 Penalty: 1576.279907
	Iteration 0F: 2 clusters Score -4133068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -4107211.250000 Penalty: 3152.559814
	Iteration 0F: 3 clusters Score -4107211 nChanged 18175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -4117104.250000 Penalty: 3152.559814
	Iteration 1F: 3 clusters Score -4117104 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -4117696.500000 Penalty: 3152.559814
	Iteration 2Q: 3 clusters Score -4117696 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -4118255.500000 Penalty: 3152.559814
	Iteration 3Q: 3 clusters Score -4118256 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -4118875.000000 Penalty: 3152.559814
	Iteration 4Q: 3 clusters Score -4118875 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -4119547.750000 Penalty: 3152.559814
	Iteration 5Q: 3 clusters Score -4119548 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -4120419.750000 Penalty: 3152.559814
	Iteration 6Q: 3 clusters Score -4120420 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -4121365.500000 Penalty: 3152.559814
	Iteration 7Q: 3 clusters Score -4121366 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -4122356.500000 Penalty: 3152.559814
	Iteration 8F: 3 clusters Score -4122356 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -4123202.750000 Penalty: 3152.559814
	Iteration 9Q: 3 clusters Score -4123203 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -4123978.000000 Penalty: 3152.559814
	Iteration 10Q: 3 clusters Score -4123978 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -4124623.750000 Penalty: 3152.559814
	Iteration 11Q: 3 clusters Score -4124624 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -4125201.500000 Penalty: 3152.559814
	Iteration 12Q: 3 clusters Score -4125202 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -4125780.000000 Penalty: 3152.559814
	Iteration 13Q: 3 clusters Score -4125780 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -4126306.750000 Penalty: 3152.559814
	Iteration 14Q: 3 clusters Score -4126307 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -4126885.750000 Penalty: 3152.559814
	Iteration 15Q: 3 clusters Score -4126886 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -4127358.750000 Penalty: 3152.559814
	Iteration 16Q: 3 clusters Score -4127359 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 23723 members 
Entering Unmasked Estep 
Score: -4127804.000000 Penalty: 3152.559814
	Iteration 17Q: 3 clusters Score -4127804 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 24622 members 
Entering Unmasked Estep 
Score: -4128229.250000 Penalty: 3152.559814
	Iteration 18Q: 3 clusters Score -4128229 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -4128592.250000 Penalty: 3152.559814
	Iteration 19Q: 3 clusters Score -4128592 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 26459 members 
Entering Unmasked Estep 
Score: -4128965.000000 Penalty: 3152.559814
	Iteration 20F: 3 clusters Score -4128965 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 27475 members 
Entering Unmasked Estep 
Score: -4129364.750000 Penalty: 3152.559814
	Iteration 21Q: 3 clusters Score -4129365 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 28526 members 
Entering Unmasked Estep 
Score: -4129784.750000 Penalty: 3152.559814
	Iteration 22Q: 3 clusters Score -4129785 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 29548 members 
Entering Unmasked Estep 
Score: -4130182.000000 Penalty: 3152.559814
	Iteration 23Q: 3 clusters Score -4130182 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 30560 members 
Entering Unmasked Estep 
Score: -4130568.250000 Penalty: 3152.559814
	Iteration 24Q: 3 clusters Score -4130568 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 31507 members 
Entering Unmasked Estep 
Score: -4130955.750000 Penalty: 3152.559814
	Iteration 25Q: 3 clusters Score -4130956 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 32396 members 
Entering Unmasked Estep 
Score: -4131310.000000 Penalty: 3152.559814
	Iteration 26Q: 3 clusters Score -4131310 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 33204 members 
Entering Unmasked Estep 
Score: -4131626.250000 Penalty: 3152.559814
	Iteration 27Q: 3 clusters Score -4131626 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 33907 members 
Entering Unmasked Estep 
Score: -4131902.000000 Penalty: 3152.559814
	Iteration 28Q: 3 clusters Score -4131902 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 34506 members 
Entering Unmasked Estep 
Score: -4132107.750000 Penalty: 3152.559814
	Iteration 29Q: 3 clusters Score -4132108 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 34996 members 
Entering Unmasked Estep 
Score: -4132273.500000 Penalty: 3152.559814
	Iteration 30Q: 3 clusters Score -4132274 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 35409 members 
Entering Unmasked Estep 
Score: -4132413.750000 Penalty: 3152.559814
	Iteration 31Q: 3 clusters Score -4132414 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 35766 members 
Entering Unmasked Estep 
Score: -4132516.750000 Penalty: 3152.559814
	Iteration 32Q: 3 clusters Score -4132517 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 36047 members 
Entering Unmasked Estep 
Score: -4132623.500000 Penalty: 3152.559814
	Iteration 33Q: 3 clusters Score -4132624 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 36277 members 
Entering Unmasked Estep 
Score: -4132698.000000 Penalty: 3152.559814
	Iteration 34Q: 3 clusters Score -4132698 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 36458 members 
Entering Unmasked Estep 
Score: -4132755.500000 Penalty: 3152.559814
	Iteration 35Q: 3 clusters Score -4132756 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 36581 members 
Entering Unmasked Estep 
Score: -4132790.250000 Penalty: 3152.559814
	Iteration 36Q: 3 clusters Score -4132790 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 36675 members 
Entering Unmasked Estep 
Score: -4132818.000000 Penalty: 3152.559814
	Iteration 37Q: 3 clusters Score -4132818 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 36745 members 
Entering Unmasked Estep 
Score: -4132832.500000 Penalty: 3152.559814
	Iteration 38Q: 3 clusters Score -4132832 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 36806 members 
Entering Unmasked Estep 
Score: -4132845.750000 Penalty: 3152.559814
	Iteration 39Q: 3 clusters Score -4132846 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 36859 members 
Entering Unmasked Estep 
Score: -4132862.000000 Penalty: 3152.559814
	Iteration 40F: 3 clusters Score -4132862 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 36914 members 
Entering Unmasked Estep 
Score: -4132876.500000 Penalty: 3152.559814
	Iteration 41Q: 3 clusters Score -4132876 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 36961 members 
Entering Unmasked Estep 
Score: -4132891.750000 Penalty: 3152.559814
	Iteration 42Q: 3 clusters Score -4132892 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 36999 members 
Entering Unmasked Estep 
Score: -4132893.250000 Penalty: 3152.559814
	Iteration 43Q: 3 clusters Score -4132893 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 37019 members 
Entering Unmasked Estep 
Score: -4132896.000000 Penalty: 3152.559814
	Iteration 44Q: 3 clusters Score -4132896 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 37043 members 
Entering Unmasked Estep 
Score: -4132904.500000 Penalty: 3152.559814
	Iteration 45Q: 3 clusters Score -4132904 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 37069 members 
Entering Unmasked Estep 
Score: -4132911.250000 Penalty: 3152.559814
	Iteration 46Q: 3 clusters Score -4132911 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 37096 members 
Entering Unmasked Estep 
Score: -4132913.500000 Penalty: 3152.559814
	Iteration 47Q: 3 clusters Score -4132914 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 37117 members 
Entering Unmasked Estep 
Score: -4132921.500000 Penalty: 3152.559814
	Iteration 48Q: 3 clusters Score -4132922 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 37134 members 
Entering Unmasked Estep 
Score: -4132924.250000 Penalty: 3152.559814
	Iteration 49Q: 3 clusters Score -4132924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 37144 members 
Entering Unmasked Estep 
Score: -4132930.750000 Penalty: 3152.559814
	Iteration 50Q: 3 clusters Score -4132931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 37153 members 
Entering Unmasked Estep 
Score: -4132930.000000 Penalty: 3152.559814
	Iteration 51Q: 3 clusters Score -4132930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 37158 members 
Entering Unmasked Estep 
Score: -4132927.750000 Penalty: 3152.559814
	Iteration 52Q: 3 clusters Score -4132928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 37161 members 
Entering Unmasked Estep 
Score: -4132927.750000 Penalty: 3152.559814
	Iteration 53Q: 3 clusters Score -4132928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 37163 members 
Entering Unmasked Estep 
Score: -4132925.250000 Penalty: 3152.559814
	Iteration 54Q: 3 clusters Score -4132925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 37165 members 
Entering Unmasked Estep 
Score: -4132925.250000 Penalty: 3152.559814
	Iteration 55Q: 3 clusters Score -4132925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 37166 members 
Entering Unmasked Estep 
Score: -4132924.750000 Penalty: 3152.559814
	Iteration 56Q: 3 clusters Score -4132925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 37167 members 
Entering Unmasked Estep 
Score: -4132925.000000 Penalty: 3152.559814
	Iteration 57Q: 3 clusters Score -4132925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 37168 members 
Entering Unmasked Estep 
Score: -4132923.500000 Penalty: 3152.559814
	Iteration 58Q: 3 clusters Score -4132924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 37168 members 
Entering Unmasked Estep 
Score: -4132923.500000 Penalty: 3152.559814
	Iteration 59F: 3 clusters Score -4132924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (29351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29351 members 
Entering Unmasked Estep 
Score: -2791684.250000 Penalty: 1530.717773
	Iteration 0F: 2 clusters Score -2791684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -2772563.500000 Penalty: 3061.435547
	Iteration 0F: 3 clusters Score -2772564 nChanged 13190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -2779833.000000 Penalty: 3061.435547
	Iteration 1F: 3 clusters Score -2779833 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -2780301.500000 Penalty: 3061.435547
	Iteration 2Q: 3 clusters Score -2780302 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -2780737.750000 Penalty: 3061.435547
	Iteration 3Q: 3 clusters Score -2780738 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -2781115.500000 Penalty: 3061.435547
	Iteration 4Q: 3 clusters Score -2781116 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -2781576.250000 Penalty: 3061.435547
	Iteration 5Q: 3 clusters Score -2781576 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -2782092.750000 Penalty: 3061.435547
	Iteration 6Q: 3 clusters Score -2782093 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -2782669.500000 Penalty: 3061.435547
	Iteration 7Q: 3 clusters Score -2782670 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -2783305.250000 Penalty: 3061.435547
	Iteration 8Q: 3 clusters Score -2783305 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -2784013.500000 Penalty: 3061.435547
	Iteration 9Q: 3 clusters Score -2784014 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -2784809.250000 Penalty: 3061.435547
	Iteration 10Q: 3 clusters Score -2784809 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -2785604.250000 Penalty: 3061.435547
	Iteration 11Q: 3 clusters Score -2785604 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -2786326.000000 Penalty: 3061.435547
	Iteration 12Q: 3 clusters Score -2786326 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -2786835.750000 Penalty: 3061.435547
	Iteration 13Q: 3 clusters Score -2786836 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -2787212.500000 Penalty: 3061.435547
	Iteration 14Q: 3 clusters Score -2787212 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -2787450.000000 Penalty: 3061.435547
	Iteration 15Q: 3 clusters Score -2787450 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -2787607.500000 Penalty: 3061.435547
	Iteration 16Q: 3 clusters Score -2787608 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -2787711.500000 Penalty: 3061.435547
	Iteration 17Q: 3 clusters Score -2787712 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -2787817.500000 Penalty: 3061.435547
	Iteration 18Q: 3 clusters Score -2787818 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -2787925.750000 Penalty: 3061.435547
	Iteration 19Q: 3 clusters Score -2787926 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -2788011.750000 Penalty: 3061.435547
	Iteration 20F: 3 clusters Score -2788012 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -2788077.500000 Penalty: 3061.435547
	Iteration 21Q: 3 clusters Score -2788078 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -2788145.750000 Penalty: 3061.435547
	Iteration 22Q: 3 clusters Score -2788146 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -2788212.250000 Penalty: 3061.435547
	Iteration 23Q: 3 clusters Score -2788212 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -2788292.750000 Penalty: 3061.435547
	Iteration 24Q: 3 clusters Score -2788293 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -2788364.000000 Penalty: 3061.435547
	Iteration 25Q: 3 clusters Score -2788364 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 21929 members 
Entering Unmasked Estep 
Score: -2788413.250000 Penalty: 3061.435547
	Iteration 26Q: 3 clusters Score -2788413 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -2788488.500000 Penalty: 3061.435547
	Iteration 27Q: 3 clusters Score -2788488 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -2788556.500000 Penalty: 3061.435547
	Iteration 28Q: 3 clusters Score -2788556 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -2788605.500000 Penalty: 3061.435547
	Iteration 29Q: 3 clusters Score -2788606 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -2788694.250000 Penalty: 3061.435547
	Iteration 30Q: 3 clusters Score -2788694 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -2788764.500000 Penalty: 3061.435547
	Iteration 31Q: 3 clusters Score -2788764 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -2788842.000000 Penalty: 3061.435547
	Iteration 32Q: 3 clusters Score -2788842 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 23780 members 
Entering Unmasked Estep 
Score: -2788917.750000 Penalty: 3061.435547
	Iteration 33Q: 3 clusters Score -2788918 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -2788997.000000 Penalty: 3061.435547
	Iteration 34Q: 3 clusters Score -2788997 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -2789082.000000 Penalty: 3061.435547
	Iteration 35Q: 3 clusters Score -2789082 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 24603 members 
Entering Unmasked Estep 
Score: -2789172.250000 Penalty: 3061.435547
	Iteration 36Q: 3 clusters Score -2789172 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -2789259.000000 Penalty: 3061.435547
	Iteration 37Q: 3 clusters Score -2789259 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 25157 members 
Entering Unmasked Estep 
Score: -2789356.000000 Penalty: 3061.435547
	Iteration 38Q: 3 clusters Score -2789356 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 25433 members 
Entering Unmasked Estep 
Score: -2789441.250000 Penalty: 3061.435547
	Iteration 39Q: 3 clusters Score -2789441 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 25699 members 
Entering Unmasked Estep 
Score: -2789525.750000 Penalty: 3061.435547
	Iteration 40F: 3 clusters Score -2789526 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 25925 members 
Entering Unmasked Estep 
Score: -2789610.750000 Penalty: 3061.435547
	Iteration 41Q: 3 clusters Score -2789611 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 26119 members 
Entering Unmasked Estep 
Score: -2789666.250000 Penalty: 3061.435547
	Iteration 42Q: 3 clusters Score -2789666 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 26318 members 
Entering Unmasked Estep 
Score: -2789738.500000 Penalty: 3061.435547
	Iteration 43Q: 3 clusters Score -2789738 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 26516 members 
Entering Unmasked Estep 
Score: -2789809.750000 Penalty: 3061.435547
	Iteration 44Q: 3 clusters Score -2789810 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 26705 members 
Entering Unmasked Estep 
Score: -2789881.250000 Penalty: 3061.435547
	Iteration 45Q: 3 clusters Score -2789881 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 26899 members 
Entering Unmasked Estep 
Score: -2789953.500000 Penalty: 3061.435547
	Iteration 46Q: 3 clusters Score -2789954 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 27070 members 
Entering Unmasked Estep 
Score: -2790026.750000 Penalty: 3061.435547
	Iteration 47Q: 3 clusters Score -2790027 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 27221 members 
Entering Unmasked Estep 
Score: -2790087.500000 Penalty: 3061.435547
	Iteration 48Q: 3 clusters Score -2790088 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 27361 members 
Entering Unmasked Estep 
Score: -2790151.500000 Penalty: 3061.435547
	Iteration 49Q: 3 clusters Score -2790152 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 27493 members 
Entering Unmasked Estep 
Score: -2790189.000000 Penalty: 3061.435547
	Iteration 50Q: 3 clusters Score -2790189 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -2790247.750000 Penalty: 3061.435547
	Iteration 51Q: 3 clusters Score -2790248 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -2790290.750000 Penalty: 3061.435547
	Iteration 52Q: 3 clusters Score -2790291 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 27802 members 
Entering Unmasked Estep 
Score: -2790334.000000 Penalty: 3061.435547
	Iteration 53Q: 3 clusters Score -2790334 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 27888 members 
Entering Unmasked Estep 
Score: -2790369.750000 Penalty: 3061.435547
	Iteration 54Q: 3 clusters Score -2790370 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 27954 members 
Entering Unmasked Estep 
Score: -2790396.750000 Penalty: 3061.435547
	Iteration 55Q: 3 clusters Score -2790397 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 28019 members 
Entering Unmasked Estep 
Score: -2790417.750000 Penalty: 3061.435547
	Iteration 56Q: 3 clusters Score -2790418 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 28080 members 
Entering Unmasked Estep 
Score: -2790449.500000 Penalty: 3061.435547
	Iteration 57Q: 3 clusters Score -2790450 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 28130 members 
Entering Unmasked Estep 
Score: -2790483.000000 Penalty: 3061.435547
	Iteration 58Q: 3 clusters Score -2790483 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 28171 members 
Entering Unmasked Estep 
Score: -2790507.000000 Penalty: 3061.435547
	Iteration 59Q: 3 clusters Score -2790507 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 28212 members 
Entering Unmasked Estep 
Score: -2790524.750000 Penalty: 3061.435547
	Iteration 60F: 3 clusters Score -2790525 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 28237 members 
Entering Unmasked Estep 
Score: -2790533.500000 Penalty: 3061.435547
	Iteration 61Q: 3 clusters Score -2790534 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 28257 members 
Entering Unmasked Estep 
Score: -2790542.750000 Penalty: 3061.435547
	Iteration 62Q: 3 clusters Score -2790543 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 28276 members 
Entering Unmasked Estep 
Score: -2790557.000000 Penalty: 3061.435547
	Iteration 63Q: 3 clusters Score -2790557 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 28295 members 
Entering Unmasked Estep 
Score: -2790568.250000 Penalty: 3061.435547
	Iteration 64Q: 3 clusters Score -2790568 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 28320 members 
Entering Unmasked Estep 
Score: -2790580.250000 Penalty: 3061.435547
	Iteration 65Q: 3 clusters Score -2790580 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -2790584.750000 Penalty: 3061.435547
	Iteration 66Q: 3 clusters Score -2790585 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 28356 members 
Entering Unmasked Estep 
Score: -2790588.250000 Penalty: 3061.435547
	Iteration 67Q: 3 clusters Score -2790588 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 28374 members 
Entering Unmasked Estep 
Score: -2790598.750000 Penalty: 3061.435547
	Iteration 68Q: 3 clusters Score -2790599 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 28384 members 
Entering Unmasked Estep 
Score: -2790598.750000 Penalty: 3061.435547
	Iteration 69Q: 3 clusters Score -2790599 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 28397 members 
Entering Unmasked Estep 
Score: -2790606.000000 Penalty: 3061.435547
	Iteration 70Q: 3 clusters Score -2790606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 28408 members 
Entering Unmasked Estep 
Score: -2790604.250000 Penalty: 3061.435547
	Iteration 71Q: 3 clusters Score -2790604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 28418 members 
Entering Unmasked Estep 
Score: -2790614.500000 Penalty: 3061.435547
	Iteration 72Q: 3 clusters Score -2790614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 28427 members 
Entering Unmasked Estep 
Score: -2790620.500000 Penalty: 3061.435547
	Iteration 73Q: 3 clusters Score -2790620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 28434 members 
Entering Unmasked Estep 
Score: -2790624.750000 Penalty: 3061.435547
	Iteration 74Q: 3 clusters Score -2790625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 28437 members 
Entering Unmasked Estep 
Score: -2790629.500000 Penalty: 3061.435547
	Iteration 75Q: 3 clusters Score -2790630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 28441 members 
Entering Unmasked Estep 
Score: -2790628.750000 Penalty: 3061.435547
	Iteration 76Q: 3 clusters Score -2790629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 28445 members 
Entering Unmasked Estep 
Score: -2790630.750000 Penalty: 3061.435547
	Iteration 77Q: 3 clusters Score -2790631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 28453 members 
Entering Unmasked Estep 
Score: -2790636.000000 Penalty: 3061.435547
	Iteration 78Q: 3 clusters Score -2790636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 28458 members 
Entering Unmasked Estep 
Score: -2790633.750000 Penalty: 3061.435547
	Iteration 79Q: 3 clusters Score -2790634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 28463 members 
Entering Unmasked Estep 
Score: -2790634.750000 Penalty: 3061.435547
	Iteration 80F: 3 clusters Score -2790635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 28466 members 
Entering Unmasked Estep 
Score: -2790637.000000 Penalty: 3061.435547
	Iteration 81Q: 3 clusters Score -2790637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 28468 members 
Entering Unmasked Estep 
Score: -2790636.750000 Penalty: 3061.435547
	Iteration 82Q: 3 clusters Score -2790637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 28471 members 
Entering Unmasked Estep 
Score: -2790635.250000 Penalty: 3061.435547
	Iteration 83Q: 3 clusters Score -2790635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 28476 members 
Entering Unmasked Estep 
Score: -2790640.500000 Penalty: 3061.435547
	Iteration 84Q: 3 clusters Score -2790640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 28480 members 
Entering Unmasked Estep 
Score: -2790644.500000 Penalty: 3061.435547
	Iteration 85Q: 3 clusters Score -2790644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 28485 members 
Entering Unmasked Estep 
Score: -2790645.750000 Penalty: 3061.435547
	Iteration 86Q: 3 clusters Score -2790646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 28488 members 
Entering Unmasked Estep 
Score: -2790648.750000 Penalty: 3061.435547
	Iteration 87Q: 3 clusters Score -2790649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 28496 members 
Entering Unmasked Estep 
Score: -2790651.250000 Penalty: 3061.435547
	Iteration 88Q: 3 clusters Score -2790651 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 28503 members 
Entering Unmasked Estep 
Score: -2790657.500000 Penalty: 3061.435547
	Iteration 89Q: 3 clusters Score -2790658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 28506 members 
Entering Unmasked Estep 
Score: -2790661.500000 Penalty: 3061.435547
	Iteration 90Q: 3 clusters Score -2790662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 28506 members 
Entering Unmasked Estep 
Score: -2790661.500000 Penalty: 3061.435547
	Iteration 91F: 3 clusters Score -2790662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Entering Unmasked Estep 
Score: -1301007.375000 Penalty: 1412.507446
	Iteration 0F: 2 clusters Score -1301007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1292156.125000 Penalty: 2825.014893
	Iteration 0F: 3 clusters Score -1292156 nChanged 5677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1295410.500000 Penalty: 2825.014893
	Iteration 1F: 3 clusters Score -1295410 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1295962.125000 Penalty: 2825.014893
	Iteration 2F: 3 clusters Score -1295962 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1296401.875000 Penalty: 2825.014893
	Iteration 3F: 3 clusters Score -1296402 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1296730.750000 Penalty: 2825.014893
	Iteration 4F: 3 clusters Score -1296731 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1297053.500000 Penalty: 2825.014893
	Iteration 5Q: 3 clusters Score -1297054 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1297358.375000 Penalty: 2825.014893
	Iteration 6Q: 3 clusters Score -1297358 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1297659.000000 Penalty: 2825.014893
	Iteration 7Q: 3 clusters Score -1297659 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1297959.125000 Penalty: 2825.014893
	Iteration 8Q: 3 clusters Score -1297959 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1298232.625000 Penalty: 2825.014893
	Iteration 9Q: 3 clusters Score -1298233 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1298512.125000 Penalty: 2825.014893
	Iteration 10Q: 3 clusters Score -1298512 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1298760.250000 Penalty: 2825.014893
	Iteration 11Q: 3 clusters Score -1298760 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1298960.875000 Penalty: 2825.014893
	Iteration 12Q: 3 clusters Score -1298961 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1299106.125000 Penalty: 2825.014893
	Iteration 13Q: 3 clusters Score -1299106 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1299236.750000 Penalty: 2825.014893
	Iteration 14Q: 3 clusters Score -1299237 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1299342.000000 Penalty: 2825.014893
	Iteration 15Q: 3 clusters Score -1299342 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1299415.125000 Penalty: 2825.014893
	Iteration 16Q: 3 clusters Score -1299415 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1299472.250000 Penalty: 2825.014893
	Iteration 17Q: 3 clusters Score -1299472 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1299517.125000 Penalty: 2825.014893
	Iteration 18Q: 3 clusters Score -1299517 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1299561.500000 Penalty: 2825.014893
	Iteration 19Q: 3 clusters Score -1299562 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1299593.875000 Penalty: 2825.014893
	Iteration 20F: 3 clusters Score -1299594 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -1299625.500000 Penalty: 2825.014893
	Iteration 21Q: 3 clusters Score -1299626 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1299638.250000 Penalty: 2825.014893
	Iteration 22Q: 3 clusters Score -1299638 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1299654.875000 Penalty: 2825.014893
	Iteration 23Q: 3 clusters Score -1299655 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1299669.125000 Penalty: 2825.014893
	Iteration 24Q: 3 clusters Score -1299669 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1299686.500000 Penalty: 2825.014893
	Iteration 25Q: 3 clusters Score -1299686 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1299699.750000 Penalty: 2825.014893
	Iteration 26Q: 3 clusters Score -1299700 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -1299714.625000 Penalty: 2825.014893
	Iteration 27Q: 3 clusters Score -1299715 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1299725.750000 Penalty: 2825.014893
	Iteration 28Q: 3 clusters Score -1299726 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1299732.500000 Penalty: 2825.014893
	Iteration 29Q: 3 clusters Score -1299732 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1299741.250000 Penalty: 2825.014893
	Iteration 30Q: 3 clusters Score -1299741 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -1299747.625000 Penalty: 2825.014893
	Iteration 31Q: 3 clusters Score -1299748 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1299752.750000 Penalty: 2825.014893
	Iteration 32Q: 3 clusters Score -1299753 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1299762.125000 Penalty: 2825.014893
	Iteration 33Q: 3 clusters Score -1299762 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1299769.500000 Penalty: 2825.014893
	Iteration 34Q: 3 clusters Score -1299770 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -1299780.000000 Penalty: 2825.014893
	Iteration 35Q: 3 clusters Score -1299780 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1299802.250000 Penalty: 2825.014893
	Iteration 36Q: 3 clusters Score -1299802 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1299814.250000 Penalty: 2825.014893
	Iteration 37Q: 3 clusters Score -1299814 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1299821.625000 Penalty: 2825.014893
	Iteration 38Q: 3 clusters Score -1299822 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1299831.750000 Penalty: 2825.014893
	Iteration 39Q: 3 clusters Score -1299832 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1299842.250000 Penalty: 2825.014893
	Iteration 40F: 3 clusters Score -1299842 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -1299857.250000 Penalty: 2825.014893
	Iteration 41Q: 3 clusters Score -1299857 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -1299871.125000 Penalty: 2825.014893
	Iteration 42Q: 3 clusters Score -1299871 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1299878.500000 Penalty: 2825.014893
	Iteration 43Q: 3 clusters Score -1299878 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1299893.625000 Penalty: 2825.014893
	Iteration 44Q: 3 clusters Score -1299894 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -1299907.625000 Penalty: 2825.014893
	Iteration 45Q: 3 clusters Score -1299908 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -1299926.000000 Penalty: 2825.014893
	Iteration 46Q: 3 clusters Score -1299926 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1299943.250000 Penalty: 2825.014893
	Iteration 47Q: 3 clusters Score -1299943 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1299957.250000 Penalty: 2825.014893
	Iteration 48Q: 3 clusters Score -1299957 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1299973.125000 Penalty: 2825.014893
	Iteration 49Q: 3 clusters Score -1299973 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -1299986.500000 Penalty: 2825.014893
	Iteration 50Q: 3 clusters Score -1299986 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -1299994.250000 Penalty: 2825.014893
	Iteration 51Q: 3 clusters Score -1299994 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -1300004.250000 Penalty: 2825.014893
	Iteration 52Q: 3 clusters Score -1300004 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -1300011.125000 Penalty: 2825.014893
	Iteration 53Q: 3 clusters Score -1300011 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1300013.500000 Penalty: 2825.014893
	Iteration 54Q: 3 clusters Score -1300014 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1300019.625000 Penalty: 2825.014893
	Iteration 55Q: 3 clusters Score -1300020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1300025.000000 Penalty: 2825.014893
	Iteration 56Q: 3 clusters Score -1300025 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -1300030.125000 Penalty: 2825.014893
	Iteration 57Q: 3 clusters Score -1300030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1300031.625000 Penalty: 2825.014893
	Iteration 58Q: 3 clusters Score -1300032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -1300033.375000 Penalty: 2825.014893
	Iteration 59Q: 3 clusters Score -1300033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1300033.750000 Penalty: 2825.014893
	Iteration 60F: 3 clusters Score -1300034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -1300033.875000 Penalty: 2825.014893
	Iteration 61Q: 3 clusters Score -1300034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1300034.000000 Penalty: 2825.014893
	Iteration 62Q: 3 clusters Score -1300034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -1300034.875000 Penalty: 2825.014893
	Iteration 63Q: 3 clusters Score -1300035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1300037.875000 Penalty: 2825.014893
	Iteration 64Q: 3 clusters Score -1300038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -1300039.375000 Penalty: 2825.014893
	Iteration 65Q: 3 clusters Score -1300039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1300040.625000 Penalty: 2825.014893
	Iteration 66Q: 3 clusters Score -1300041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1300041.500000 Penalty: 2825.014893
	Iteration 67Q: 3 clusters Score -1300042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1300044.125000 Penalty: 2825.014893
	Iteration 68Q: 3 clusters Score -1300044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -1300048.000000 Penalty: 2825.014893
	Iteration 69Q: 3 clusters Score -1300048 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1300050.875000 Penalty: 2825.014893
	Iteration 70Q: 3 clusters Score -1300051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -1300050.250000 Penalty: 2825.014893
	Iteration 71Q: 3 clusters Score -1300050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1300055.500000 Penalty: 2825.014893
	Iteration 72Q: 3 clusters Score -1300056 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -1300066.375000 Penalty: 2825.014893
	Iteration 73Q: 3 clusters Score -1300066 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1300072.250000 Penalty: 2825.014893
	Iteration 74Q: 3 clusters Score -1300072 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1300082.750000 Penalty: 2825.014893
	Iteration 75Q: 3 clusters Score -1300083 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -1300090.250000 Penalty: 2825.014893
	Iteration 76Q: 3 clusters Score -1300090 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -1300098.875000 Penalty: 2825.014893
	Iteration 77Q: 3 clusters Score -1300099 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1300107.500000 Penalty: 2825.014893
	Iteration 78Q: 3 clusters Score -1300108 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -1300112.375000 Penalty: 2825.014893
	Iteration 79Q: 3 clusters Score -1300112 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1300119.125000 Penalty: 2825.014893
	Iteration 80F: 3 clusters Score -1300119 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1300125.500000 Penalty: 2825.014893
	Iteration 81Q: 3 clusters Score -1300126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -1300126.500000 Penalty: 2825.014893
	Iteration 82Q: 3 clusters Score -1300126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -1300132.000000 Penalty: 2825.014893
	Iteration 83Q: 3 clusters Score -1300132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -1300136.250000 Penalty: 2825.014893
	Iteration 84Q: 3 clusters Score -1300136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -1300138.875000 Penalty: 2825.014893
	Iteration 85Q: 3 clusters Score -1300139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -1300141.875000 Penalty: 2825.014893
	Iteration 86Q: 3 clusters Score -1300142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -1300149.125000 Penalty: 2825.014893
	Iteration 87Q: 3 clusters Score -1300149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -1300150.375000 Penalty: 2825.014893
	Iteration 88Q: 3 clusters Score -1300150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -1300150.875000 Penalty: 2825.014893
	Iteration 89Q: 3 clusters Score -1300151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -1300153.875000 Penalty: 2825.014893
	Iteration 90Q: 3 clusters Score -1300154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -1300152.875000 Penalty: 2825.014893
	Iteration 91Q: 3 clusters Score -1300153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -1300157.625000 Penalty: 2825.014893
	Iteration 92Q: 3 clusters Score -1300158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -1300158.000000 Penalty: 2825.014893
	Iteration 93Q: 3 clusters Score -1300158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -1300160.625000 Penalty: 2825.014893
	Iteration 94Q: 3 clusters Score -1300161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -1300159.000000 Penalty: 2825.014893
	Iteration 95Q: 3 clusters Score -1300159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -1300159.500000 Penalty: 2825.014893
	Iteration 96Q: 3 clusters Score -1300160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -1300159.750000 Penalty: 2825.014893
	Iteration 97Q: 3 clusters Score -1300160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -1300162.000000 Penalty: 2825.014893
	Iteration 98Q: 3 clusters Score -1300162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -1300162.000000 Penalty: 2825.014893
	Iteration 99F: 3 clusters Score -1300162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Entering Unmasked Estep 
Score: -150258.046875 Penalty: 1098.922363
	Iteration 0F: 2 clusters Score -150258 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 796 members 
Entering Unmasked Estep 
Score: -148644.656250 Penalty: 2197.844727
	Iteration 0F: 3 clusters Score -148644.7 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -149018.515625 Penalty: 2197.844727
	Iteration 1F: 3 clusters Score -149018.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -149121.218750 Penalty: 2197.844727
	Iteration 2F: 3 clusters Score -149121.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -149193.046875 Penalty: 2197.844727
	Iteration 3Q: 3 clusters Score -149193 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -149247.421875 Penalty: 2197.844727
	Iteration 4Q: 3 clusters Score -149247.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -149289.734375 Penalty: 2197.844727
	Iteration 5Q: 3 clusters Score -149289.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -149311.125000 Penalty: 2197.844727
	Iteration 6Q: 3 clusters Score -149311.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -149324.859375 Penalty: 2197.844727
	Iteration 7Q: 3 clusters Score -149324.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -149339.125000 Penalty: 2197.844727
	Iteration 8Q: 3 clusters Score -149339.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -149344.656250 Penalty: 2197.844727
	Iteration 9Q: 3 clusters Score -149344.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -149351.343750 Penalty: 2197.844727
	Iteration 10Q: 3 clusters Score -149351.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -149360.140625 Penalty: 2197.844727
	Iteration 11Q: 3 clusters Score -149360.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -149367.390625 Penalty: 2197.844727
	Iteration 12Q: 3 clusters Score -149367.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -149374.000000 Penalty: 2197.844727
	Iteration 13Q: 3 clusters Score -149374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -149379.953125 Penalty: 2197.844727
	Iteration 14Q: 3 clusters Score -149380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -149383.453125 Penalty: 2197.844727
	Iteration 15Q: 3 clusters Score -149383.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -149386.078125 Penalty: 2197.844727
	Iteration 16Q: 3 clusters Score -149386.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -149387.000000 Penalty: 2197.844727
	Iteration 17Q: 3 clusters Score -149387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -149387.500000 Penalty: 2197.844727
	Iteration 18Q: 3 clusters Score -149387.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -149387.500000 Penalty: 2197.844727
	Iteration 19F: 3 clusters Score -149387.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Entering Unmasked Estep 
Score: -1249794.000000 Penalty: 1401.338745
	Iteration 0F: 2 clusters Score -1249794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1241788.750000 Penalty: 2802.677490
	Iteration 0F: 3 clusters Score -1241789 nChanged 5109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1244490.500000 Penalty: 2802.677490
	Iteration 1F: 3 clusters Score -1244490 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1244839.500000 Penalty: 2802.677490
	Iteration 2F: 3 clusters Score -1244840 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1245116.875000 Penalty: 2802.677490
	Iteration 3F: 3 clusters Score -1245117 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1245366.500000 Penalty: 2802.677490
	Iteration 4Q: 3 clusters Score -1245366 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1245634.875000 Penalty: 2802.677490
	Iteration 5Q: 3 clusters Score -1245635 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1245937.875000 Penalty: 2802.677490
	Iteration 6Q: 3 clusters Score -1245938 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1246232.500000 Penalty: 2802.677490
	Iteration 7Q: 3 clusters Score -1246232 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1246524.000000 Penalty: 2802.677490
	Iteration 8Q: 3 clusters Score -1246524 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1246825.875000 Penalty: 2802.677490
	Iteration 9Q: 3 clusters Score -1246826 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1247110.750000 Penalty: 2802.677490
	Iteration 10Q: 3 clusters Score -1247111 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1247372.000000 Penalty: 2802.677490
	Iteration 11Q: 3 clusters Score -1247372 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1247629.250000 Penalty: 2802.677490
	Iteration 12Q: 3 clusters Score -1247629 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1247873.250000 Penalty: 2802.677490
	Iteration 13Q: 3 clusters Score -1247873 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1248076.000000 Penalty: 2802.677490
	Iteration 14Q: 3 clusters Score -1248076 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1248211.625000 Penalty: 2802.677490
	Iteration 15Q: 3 clusters Score -1248212 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1248325.250000 Penalty: 2802.677490
	Iteration 16Q: 3 clusters Score -1248325 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1248435.375000 Penalty: 2802.677490
	Iteration 17Q: 3 clusters Score -1248435 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1248532.875000 Penalty: 2802.677490
	Iteration 18Q: 3 clusters Score -1248533 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1248618.375000 Penalty: 2802.677490
	Iteration 19Q: 3 clusters Score -1248618 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1248678.125000 Penalty: 2802.677490
	Iteration 20F: 3 clusters Score -1248678 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1248718.625000 Penalty: 2802.677490
	Iteration 21Q: 3 clusters Score -1248719 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1248743.750000 Penalty: 2802.677490
	Iteration 22Q: 3 clusters Score -1248744 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1248766.250000 Penalty: 2802.677490
	Iteration 23Q: 3 clusters Score -1248766 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1248776.750000 Penalty: 2802.677490
	Iteration 24Q: 3 clusters Score -1248777 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1248786.375000 Penalty: 2802.677490
	Iteration 25Q: 3 clusters Score -1248786 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1248793.000000 Penalty: 2802.677490
	Iteration 26Q: 3 clusters Score -1248793 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1248800.125000 Penalty: 2802.677490
	Iteration 27Q: 3 clusters Score -1248800 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1248810.875000 Penalty: 2802.677490
	Iteration 28Q: 3 clusters Score -1248811 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1248820.750000 Penalty: 2802.677490
	Iteration 29Q: 3 clusters Score -1248821 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1248824.875000 Penalty: 2802.677490
	Iteration 30Q: 3 clusters Score -1248825 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1248833.125000 Penalty: 2802.677490
	Iteration 31Q: 3 clusters Score -1248833 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1248836.250000 Penalty: 2802.677490
	Iteration 32Q: 3 clusters Score -1248836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1248839.000000 Penalty: 2802.677490
	Iteration 33Q: 3 clusters Score -1248839 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1248840.625000 Penalty: 2802.677490
	Iteration 34Q: 3 clusters Score -1248841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1248843.000000 Penalty: 2802.677490
	Iteration 35Q: 3 clusters Score -1248843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1248845.750000 Penalty: 2802.677490
	Iteration 36Q: 3 clusters Score -1248846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1248847.000000 Penalty: 2802.677490
	Iteration 37Q: 3 clusters Score -1248847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1248848.125000 Penalty: 2802.677490
	Iteration 38Q: 3 clusters Score -1248848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1248850.750000 Penalty: 2802.677490
	Iteration 39Q: 3 clusters Score -1248851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1248850.750000 Penalty: 2802.677490
	Iteration 40F: 3 clusters Score -1248851 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Entering Unmasked Estep 
Score: -678486.250000 Penalty: 1305.847656
	Iteration 0F: 2 clusters Score -678486.2 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 3256 members 
Entering Unmasked Estep 
Score: -673921.437500 Penalty: 2611.695312
	Iteration 0F: 3 clusters Score -673921.4 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -675337.937500 Penalty: 2611.695312
	Iteration 1F: 3 clusters Score -675337.9 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -675564.687500 Penalty: 2611.695312
	Iteration 2F: 3 clusters Score -675564.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -675697.562500 Penalty: 2611.695312
	Iteration 3Q: 3 clusters Score -675697.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -675790.812500 Penalty: 2611.695312
	Iteration 4Q: 3 clusters Score -675790.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -675866.750000 Penalty: 2611.695312
	Iteration 5Q: 3 clusters Score -675866.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -675931.062500 Penalty: 2611.695312
	Iteration 6Q: 3 clusters Score -675931.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -675985.750000 Penalty: 2611.695312
	Iteration 7Q: 3 clusters Score -675985.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -676046.750000 Penalty: 2611.695312
	Iteration 8Q: 3 clusters Score -676046.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -676114.062500 Penalty: 2611.695312
	Iteration 9Q: 3 clusters Score -676114.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -676188.625000 Penalty: 2611.695312
	Iteration 10Q: 3 clusters Score -676188.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -676277.125000 Penalty: 2611.695312
	Iteration 11Q: 3 clusters Score -676277.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -676351.500000 Penalty: 2611.695312
	Iteration 12Q: 3 clusters Score -676351.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -676410.500000 Penalty: 2611.695312
	Iteration 13Q: 3 clusters Score -676410.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -676470.500000 Penalty: 2611.695312
	Iteration 14Q: 3 clusters Score -676470.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -676519.312500 Penalty: 2611.695312
	Iteration 15Q: 3 clusters Score -676519.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -676566.687500 Penalty: 2611.695312
	Iteration 16Q: 3 clusters Score -676566.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -676609.250000 Penalty: 2611.695312
	Iteration 17Q: 3 clusters Score -676609.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -676656.812500 Penalty: 2611.695312
	Iteration 18Q: 3 clusters Score -676656.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -676701.500000 Penalty: 2611.695312
	Iteration 19Q: 3 clusters Score -676701.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -676745.125000 Penalty: 2611.695312
	Iteration 20F: 3 clusters Score -676745.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -676776.812500 Penalty: 2611.695312
	Iteration 21Q: 3 clusters Score -676776.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -676808.937500 Penalty: 2611.695312
	Iteration 22Q: 3 clusters Score -676808.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -676837.625000 Penalty: 2611.695312
	Iteration 23Q: 3 clusters Score -676837.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -676858.500000 Penalty: 2611.695312
	Iteration 24Q: 3 clusters Score -676858.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -676877.250000 Penalty: 2611.695312
	Iteration 25Q: 3 clusters Score -676877.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -676895.312500 Penalty: 2611.695312
	Iteration 26Q: 3 clusters Score -676895.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -676914.125000 Penalty: 2611.695312
	Iteration 27Q: 3 clusters Score -676914.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -676933.125000 Penalty: 2611.695312
	Iteration 28Q: 3 clusters Score -676933.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -676947.812500 Penalty: 2611.695312
	Iteration 29Q: 3 clusters Score -676947.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -676958.687500 Penalty: 2611.695312
	Iteration 30Q: 3 clusters Score -676958.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -676974.875000 Penalty: 2611.695312
	Iteration 31Q: 3 clusters Score -676974.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -676984.062500 Penalty: 2611.695312
	Iteration 32Q: 3 clusters Score -676984.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -676988.000000 Penalty: 2611.695312
	Iteration 33Q: 3 clusters Score -676988 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -676991.562500 Penalty: 2611.695312
	Iteration 34Q: 3 clusters Score -676991.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -676994.812500 Penalty: 2611.695312
	Iteration 35Q: 3 clusters Score -676994.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -676996.375000 Penalty: 2611.695312
	Iteration 36Q: 3 clusters Score -676996.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -676997.875000 Penalty: 2611.695312
	Iteration 37Q: 3 clusters Score -676997.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -676997.187500 Penalty: 2611.695312
	Iteration 38Q: 3 clusters Score -676997.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -677000.625000 Penalty: 2611.695312
	Iteration 39Q: 3 clusters Score -677000.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -677001.187500 Penalty: 2611.695312
	Iteration 40F: 3 clusters Score -677001.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -677004.437500 Penalty: 2611.695312
	Iteration 41Q: 3 clusters Score -677004.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -677006.250000 Penalty: 2611.695312
	Iteration 42Q: 3 clusters Score -677006.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -677006.500000 Penalty: 2611.695312
	Iteration 43Q: 3 clusters Score -677006.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -677008.562500 Penalty: 2611.695312
	Iteration 44Q: 3 clusters Score -677008.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -677011.687500 Penalty: 2611.695312
	Iteration 45Q: 3 clusters Score -677011.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -677012.187500 Penalty: 2611.695312
	Iteration 46Q: 3 clusters Score -677012.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -677014.375000 Penalty: 2611.695312
	Iteration 47Q: 3 clusters Score -677014.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -677014.875000 Penalty: 2611.695312
	Iteration 48Q: 3 clusters Score -677014.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -677015.437500 Penalty: 2611.695312
	Iteration 49Q: 3 clusters Score -677015.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -677014.187500 Penalty: 2611.695312
	Iteration 50Q: 3 clusters Score -677014.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -677015.875000 Penalty: 2611.695312
	Iteration 51Q: 3 clusters Score -677015.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -677015.500000 Penalty: 2611.695312
	Iteration 52Q: 3 clusters Score -677015.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -677016.312500 Penalty: 2611.695312
	Iteration 53Q: 3 clusters Score -677016.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -677016.375000 Penalty: 2611.695312
	Iteration 54Q: 3 clusters Score -677016.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -677016.375000 Penalty: 2611.695312
	Iteration 55F: 3 clusters Score -677016.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Entering Unmasked Estep 
Score: -287664.000000 Penalty: 1179.370972
	Iteration 0F: 2 clusters Score -287664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -285319.218750 Penalty: 2358.741943
	Iteration 0F: 3 clusters Score -285319.2 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -285934.593750 Penalty: 2358.741943
	Iteration 1F: 3 clusters Score -285934.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -286093.375000 Penalty: 2358.741943
	Iteration 2F: 3 clusters Score -286093.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -286189.281250 Penalty: 2358.741943
	Iteration 3Q: 3 clusters Score -286189.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -286234.031250 Penalty: 2358.741943
	Iteration 4Q: 3 clusters Score -286234 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -286260.156250 Penalty: 2358.741943
	Iteration 5Q: 3 clusters Score -286260.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -286278.187500 Penalty: 2358.741943
	Iteration 6Q: 3 clusters Score -286278.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -286292.968750 Penalty: 2358.741943
	Iteration 7Q: 3 clusters Score -286293 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -286299.312500 Penalty: 2358.741943
	Iteration 8Q: 3 clusters Score -286299.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -286302.593750 Penalty: 2358.741943
	Iteration 9Q: 3 clusters Score -286302.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -286306.125000 Penalty: 2358.741943
	Iteration 10Q: 3 clusters Score -286306.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -286310.937500 Penalty: 2358.741943
	Iteration 11Q: 3 clusters Score -286310.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -286318.125000 Penalty: 2358.741943
	Iteration 12Q: 3 clusters Score -286318.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -286320.187500 Penalty: 2358.741943
	Iteration 13Q: 3 clusters Score -286320.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -286323.718750 Penalty: 2358.741943
	Iteration 14Q: 3 clusters Score -286323.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -286327.218750 Penalty: 2358.741943
	Iteration 15Q: 3 clusters Score -286327.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -286328.781250 Penalty: 2358.741943
	Iteration 16Q: 3 clusters Score -286328.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -286331.125000 Penalty: 2358.741943
	Iteration 17Q: 3 clusters Score -286331.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -286334.000000 Penalty: 2358.741943
	Iteration 18Q: 3 clusters Score -286334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -286337.906250 Penalty: 2358.741943
	Iteration 19Q: 3 clusters Score -286337.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -286339.593750 Penalty: 2358.741943
	Iteration 20F: 3 clusters Score -286339.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -286341.968750 Penalty: 2358.741943
	Iteration 21Q: 3 clusters Score -286342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -286343.250000 Penalty: 2358.741943
	Iteration 22Q: 3 clusters Score -286343.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -286343.343750 Penalty: 2358.741943
	Iteration 23Q: 3 clusters Score -286343.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -286343.750000 Penalty: 2358.741943
	Iteration 24Q: 3 clusters Score -286343.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -286344.593750 Penalty: 2358.741943
	Iteration 25Q: 3 clusters Score -286344.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -286345.093750 Penalty: 2358.741943
	Iteration 26Q: 3 clusters Score -286345.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -286345.187500 Penalty: 2358.741943
	Iteration 27Q: 3 clusters Score -286345.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -286345.187500 Penalty: 2358.741943
	Iteration 28Q: 3 clusters Score -286345.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -286346.125000 Penalty: 2358.741943
	Iteration 29Q: 3 clusters Score -286346.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -286346.031250 Penalty: 2358.741943
	Iteration 30Q: 3 clusters Score -286346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -286346.937500 Penalty: 2358.741943
	Iteration 31Q: 3 clusters Score -286346.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -286348.031250 Penalty: 2358.741943
	Iteration 32Q: 3 clusters Score -286348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -286349.156250 Penalty: 2358.741943
	Iteration 33Q: 3 clusters Score -286349.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -286350.312500 Penalty: 2358.741943
	Iteration 34Q: 3 clusters Score -286350.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -286350.875000 Penalty: 2358.741943
	Iteration 35Q: 3 clusters Score -286350.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -286350.875000 Penalty: 2358.741943
	Iteration 36F: 3 clusters Score -286350.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Entering Unmasked Estep 
Score: -187419.937500 Penalty: 1143.973999
	Iteration 0F: 2 clusters Score -187419.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -185523.703125 Penalty: 2287.947998
	Iteration 0F: 3 clusters Score -185523.7 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -186151.312500 Penalty: 2287.947998
	Iteration 1F: 3 clusters Score -186151.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -186361.500000 Penalty: 2287.947998
	Iteration 2F: 3 clusters Score -186361.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -186490.156250 Penalty: 2287.947998
	Iteration 3F: 3 clusters Score -186490.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -186608.187500 Penalty: 2287.947998
	Iteration 4Q: 3 clusters Score -186608.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -186693.156250 Penalty: 2287.947998
	Iteration 5Q: 3 clusters Score -186693.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -186786.640625 Penalty: 2287.947998
	Iteration 6Q: 3 clusters Score -186786.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -186845.906250 Penalty: 2287.947998
	Iteration 7Q: 3 clusters Score -186845.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -186901.875000 Penalty: 2287.947998
	Iteration 8Q: 3 clusters Score -186901.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -186944.750000 Penalty: 2287.947998
	Iteration 9Q: 3 clusters Score -186944.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -186974.687500 Penalty: 2287.947998
	Iteration 10Q: 3 clusters Score -186974.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -186998.484375 Penalty: 2287.947998
	Iteration 11Q: 3 clusters Score -186998.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -187018.968750 Penalty: 2287.947998
	Iteration 12Q: 3 clusters Score -187019 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -187028.171875 Penalty: 2287.947998
	Iteration 13Q: 3 clusters Score -187028.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -187037.015625 Penalty: 2287.947998
	Iteration 14Q: 3 clusters Score -187037 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -187046.593750 Penalty: 2287.947998
	Iteration 15Q: 3 clusters Score -187046.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -187056.640625 Penalty: 2287.947998
	Iteration 16Q: 3 clusters Score -187056.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -187063.968750 Penalty: 2287.947998
	Iteration 17Q: 3 clusters Score -187064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -187071.328125 Penalty: 2287.947998
	Iteration 18Q: 3 clusters Score -187071.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -187077.140625 Penalty: 2287.947998
	Iteration 19Q: 3 clusters Score -187077.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -187084.875000 Penalty: 2287.947998
	Iteration 20F: 3 clusters Score -187084.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -187087.093750 Penalty: 2287.947998
	Iteration 21Q: 3 clusters Score -187087.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -187089.968750 Penalty: 2287.947998
	Iteration 22Q: 3 clusters Score -187090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -187092.328125 Penalty: 2287.947998
	Iteration 23Q: 3 clusters Score -187092.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -187093.515625 Penalty: 2287.947998
	Iteration 24Q: 3 clusters Score -187093.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -187094.062500 Penalty: 2287.947998
	Iteration 25Q: 3 clusters Score -187094.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -187095.546875 Penalty: 2287.947998
	Iteration 26Q: 3 clusters Score -187095.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -187096.328125 Penalty: 2287.947998
	Iteration 27Q: 3 clusters Score -187096.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -187098.640625 Penalty: 2287.947998
	Iteration 28Q: 3 clusters Score -187098.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -187102.453125 Penalty: 2287.947998
	Iteration 29Q: 3 clusters Score -187102.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -187104.890625 Penalty: 2287.947998
	Iteration 30Q: 3 clusters Score -187104.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -187106.031250 Penalty: 2287.947998
	Iteration 31Q: 3 clusters Score -187106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -187106.640625 Penalty: 2287.947998
	Iteration 32Q: 3 clusters Score -187106.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -187106.906250 Penalty: 2287.947998
	Iteration 33Q: 3 clusters Score -187106.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -187107.140625 Penalty: 2287.947998
	Iteration 34Q: 3 clusters Score -187107.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -187107.140625 Penalty: 2287.947998
	Iteration 35F: 3 clusters Score -187107.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (34217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34217 members 
Entering Unmasked Estep 
Score: -3559491.750000 Penalty: 1553.543213
	Iteration 0F: 2 clusters Score -3559492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -3537217.000000 Penalty: 3107.086426
	Iteration 0F: 3 clusters Score -3537217 nChanged 15537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -3545754.250000 Penalty: 3107.086426
	Iteration 1F: 3 clusters Score -3545754 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -3546351.250000 Penalty: 3107.086426
	Iteration 2F: 3 clusters Score -3546351 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -3547022.750000 Penalty: 3107.086426
	Iteration 3Q: 3 clusters Score -3547023 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -3547769.750000 Penalty: 3107.086426
	Iteration 4Q: 3 clusters Score -3547770 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -3548678.750000 Penalty: 3107.086426
	Iteration 5F: 3 clusters Score -3548679 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -3549813.000000 Penalty: 3107.086426
	Iteration 6F: 3 clusters Score -3549813 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -3551106.500000 Penalty: 3107.086426
	Iteration 7F: 3 clusters Score -3551106 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -3552329.250000 Penalty: 3107.086426
	Iteration 8F: 3 clusters Score -3552329 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -3553442.500000 Penalty: 3107.086426
	Iteration 9Q: 3 clusters Score -3553442 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -3554391.250000 Penalty: 3107.086426
	Iteration 10Q: 3 clusters Score -3554391 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -3555016.000000 Penalty: 3107.086426
	Iteration 11Q: 3 clusters Score -3555016 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -3555408.500000 Penalty: 3107.086426
	Iteration 12Q: 3 clusters Score -3555408 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -3555632.000000 Penalty: 3107.086426
	Iteration 13Q: 3 clusters Score -3555632 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -3555769.750000 Penalty: 3107.086426
	Iteration 14Q: 3 clusters Score -3555770 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24584 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -3555884.750000 Penalty: 3107.086426
	Iteration 15Q: 3 clusters Score -3555885 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -3555960.750000 Penalty: 3107.086426
	Iteration 16Q: 3 clusters Score -3555961 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -3556054.750000 Penalty: 3107.086426
	Iteration 17Q: 3 clusters Score -3556055 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25125 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -3556134.750000 Penalty: 3107.086426
	Iteration 18Q: 3 clusters Score -3556135 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -3556230.000000 Penalty: 3107.086426
	Iteration 19Q: 3 clusters Score -3556230 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -3556288.750000 Penalty: 3107.086426
	Iteration 20F: 3 clusters Score -3556289 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -3556357.250000 Penalty: 3107.086426
	Iteration 21Q: 3 clusters Score -3556357 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -3556411.000000 Penalty: 3107.086426
	Iteration 22Q: 3 clusters Score -3556411 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25836 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -3556463.500000 Penalty: 3107.086426
	Iteration 23Q: 3 clusters Score -3556464 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25976 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -3556547.500000 Penalty: 3107.086426
	Iteration 24Q: 3 clusters Score -3556548 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26100 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -3556582.500000 Penalty: 3107.086426
	Iteration 25Q: 3 clusters Score -3556582 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -3556675.500000 Penalty: 3107.086426
	Iteration 26Q: 3 clusters Score -3556676 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -3556730.500000 Penalty: 3107.086426
	Iteration 27Q: 3 clusters Score -3556730 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26504 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -3556775.750000 Penalty: 3107.086426
	Iteration 28Q: 3 clusters Score -3556776 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26636 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -3556828.500000 Penalty: 3107.086426
	Iteration 29Q: 3 clusters Score -3556828 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26768 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -3556879.750000 Penalty: 3107.086426
	Iteration 30Q: 3 clusters Score -3556880 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26902 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -3556909.750000 Penalty: 3107.086426
	Iteration 31Q: 3 clusters Score -3556910 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27035 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -3556949.250000 Penalty: 3107.086426
	Iteration 32Q: 3 clusters Score -3556949 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -3557000.000000 Penalty: 3107.086426
	Iteration 33Q: 3 clusters Score -3557000 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27275 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -3557027.500000 Penalty: 3107.086426
	Iteration 34Q: 3 clusters Score -3557028 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -3557060.750000 Penalty: 3107.086426
	Iteration 35Q: 3 clusters Score -3557061 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -3557085.750000 Penalty: 3107.086426
	Iteration 36Q: 3 clusters Score -3557086 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27612 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -3557115.750000 Penalty: 3107.086426
	Iteration 37Q: 3 clusters Score -3557116 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27714 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -3557140.000000 Penalty: 3107.086426
	Iteration 38Q: 3 clusters Score -3557140 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27812 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -3557166.000000 Penalty: 3107.086426
	Iteration 39Q: 3 clusters Score -3557166 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27915 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -3557185 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28009 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3557210 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28089 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3557216 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28173 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3557249 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28251 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3557254 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28334 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3557279 nChanged 112
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Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 28544 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3557354 nChanged 105
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Mstep: Class 1 contains 28742 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 28843 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3557402 nChanged 103
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Mstep: Class 1 contains 28938 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29027 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29107 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29186 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29260 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29328 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29385 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29439 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29487 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3557506 nChanged 32
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Mstep: Class 1 contains 29515 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -3557511 nChanged 32
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Mstep: Class 1 contains 29545 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3557517 nChanged 31
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Mstep: Class 1 contains 29574 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29604 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3557517 nChanged 32
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Mstep: Class 1 contains 29634 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 29671 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 29710 members 
Mstep: Class 2 contains 4507 members 
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Mstep: Class 1 contains 29743 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 29775 members 
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Mstep: Class 1 contains 29807 members 
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Mstep: Class 1 contains 29829 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 29846 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 29886 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 29959 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 30040 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3557598 nChanged 42
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Mstep: Class 1 contains 30202 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 30316 members 
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	Iteration 85Q: 3 clusters Score -3557636 nChanged 44
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Mstep: Class 1 contains 30356 members 
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	Iteration 86Q: 3 clusters Score -3557648 nChanged 38
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	Iteration 87Q: 3 clusters Score -3557651 nChanged 35
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Mstep: Class 1 contains 30425 members 
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	Iteration 88Q: 3 clusters Score -3557659 nChanged 42
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3557652 nChanged 53
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	Iteration 90Q: 3 clusters Score -3557668 nChanged 40
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	Iteration 91Q: 3 clusters Score -3557672 nChanged 44
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	Iteration 92Q: 3 clusters Score -3557687 nChanged 39
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Mstep: Class 1 contains 30637 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3557696 nChanged 40
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Mstep: Class 1 contains 30677 members 
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	Iteration 94Q: 3 clusters Score -3557703 nChanged 39
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Mstep: Class 1 contains 30716 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3557728 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30847 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3557739 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30890 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3557742 nChanged 46
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Mstep: Class 1 contains 30936 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -3557753 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30984 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3557770 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31027 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3557778 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31069 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3557790 nChanged 31
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3557788 nChanged 41
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Mstep: Class 1 contains 31141 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3557798 nChanged 38
Entering Unmasked Mstep 
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	Iteration 106Q: 3 clusters Score -3557810 nChanged 50
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3557815 nChanged 40
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Mstep: Class 1 contains 31267 members 
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	Iteration 108Q: 3 clusters Score -3557823 nChanged 45
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Mstep: Class 1 contains 31312 members 
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	Iteration 109Q: 3 clusters Score -3557835 nChanged 47
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	Iteration 110Q: 3 clusters Score -3557848 nChanged 50
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3557862 nChanged 48
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	Iteration 112Q: 3 clusters Score -3557879 nChanged 46
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	Iteration 113Q: 3 clusters Score -3557874 nChanged 38
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	Iteration 114Q: 3 clusters Score -3557876 nChanged 44
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	Iteration 115Q: 3 clusters Score -3557899 nChanged 44
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	Iteration 116Q: 3 clusters Score -3557920 nChanged 59
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	Iteration 117Q: 3 clusters Score -3557944 nChanged 55
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	Iteration 118Q: 3 clusters Score -3557960 nChanged 48
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	Iteration 119Q: 3 clusters Score -3557969 nChanged 41
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -3557974 nChanged 32
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Mstep: Class 1 contains 31846 members 
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	Iteration 121Q: 3 clusters Score -3557986 nChanged 23
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	Iteration 122Q: 3 clusters Score -3557982 nChanged 28
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -3557984 nChanged 18
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Mstep: Class 1 contains 31913 members 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3557996 nChanged 19
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Mstep: Class 1 contains 31932 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -3558000 nChanged 21
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Mstep: Class 1 contains 31951 members 
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -3558015 nChanged 15
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	Iteration 127Q: 3 clusters Score -3558013 nChanged 19
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	Iteration 128Q: 3 clusters Score -3558017 nChanged 23
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3558018 nChanged 23
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -3558025 nChanged 20
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Mstep: Class 1 contains 32043 members 
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -3558035 nChanged 24
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Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -3558033.500000 Penalty: 3107.086426
	Iteration 132Q: 3 clusters Score -3558034 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32088 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -3558038 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32110 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -3558048 nChanged 20
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Mstep: Class 1 contains 32130 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -3558050 nChanged 22
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Mstep: Class 1 contains 32150 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -3558060 nChanged 20
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Mstep: Class 1 contains 32170 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -3558068 nChanged 22
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Mstep: Class 1 contains 32192 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -3558071.250000 Penalty: 3107.086426
	Iteration 138Q: 3 clusters Score -3558071 nChanged 23
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Mstep: Class 1 contains 32215 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -3558075.250000 Penalty: 3107.086426
	Iteration 139Q: 3 clusters Score -3558075 nChanged 22
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Mstep: Class 1 contains 32235 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -3558081 nChanged 18
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Mstep: Class 1 contains 32253 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -3558081 nChanged 18
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Mstep: Class 1 contains 32269 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -3558084 nChanged 17
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Mstep: Class 1 contains 32286 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -3558085 nChanged 7
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Mstep: Class 1 contains 32293 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -3558083 nChanged 4
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Mstep: Class 1 contains 32295 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -3558089 nChanged 8
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Mstep: Class 1 contains 32301 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -3558089 nChanged 9
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Mstep: Class 1 contains 32310 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -3558085 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32316 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -3558089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32324 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -3558090 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32330 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -3558085 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32334 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -3558086 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32336 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -3558084 nChanged 2
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32338 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -3558084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32341 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -3558084 nChanged 2
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32343 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -3558086 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32344 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -3558086 nChanged 1
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Mstep: Class 1 contains 32345 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -3558083 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32349 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -3558088 nChanged 4
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Mstep: Class 1 contains 32353 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -3558090 nChanged 5
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Mstep: Class 1 contains 32358 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -3558087 nChanged 6
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Mstep: Class 1 contains 32364 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -3558093 nChanged 8
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Mstep: Class 1 contains 32372 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -3558092 nChanged 9
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Mstep: Class 1 contains 32381 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -3558093 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32397 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -3558101 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32412 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -3558102 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32423 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -3558102 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32431 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -3558104 nChanged 7
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -3558109 nChanged 13
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Mstep: Class 1 contains 32449 members 
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Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -3558107 nChanged 10
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Mstep: Class 1 contains 32457 members 
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Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -3558110 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32465 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -3558111.000000 Penalty: 3107.086426
	Iteration 171Q: 3 clusters Score -3558111 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32475 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -3558120 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32487 members 
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Entering Unmasked Estep 
Score: -3558125.750000 Penalty: 3107.086426
	Iteration 173Q: 3 clusters Score -3558126 nChanged 16
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Mstep: Class 1 contains 32503 members 
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Entering Unmasked Estep 
Score: -3558121.750000 Penalty: 3107.086426
	Iteration 174Q: 3 clusters Score -3558122 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32518 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -3558131.500000 Penalty: 3107.086426
	Iteration 175Q: 3 clusters Score -3558132 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32534 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -3558142.750000 Penalty: 3107.086426
	Iteration 176Q: 3 clusters Score -3558143 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32546 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -3558145.250000 Penalty: 3107.086426
	Iteration 177Q: 3 clusters Score -3558145 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32556 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -3558159.500000 Penalty: 3107.086426
	Iteration 178Q: 3 clusters Score -3558160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32568 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -3558163.000000 Penalty: 3107.086426
	Iteration 179Q: 3 clusters Score -3558163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32573 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -3558167.500000 Penalty: 3107.086426
	Iteration 180F: 3 clusters Score -3558168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32584 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -3558161.250000 Penalty: 3107.086426
	Iteration 181Q: 3 clusters Score -3558161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32593 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -3558164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32598 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -3558164 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32600 members 
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Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -3558168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32607 members 
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -3558166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32612 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -3558167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32622 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -3558171.000000 Penalty: 3107.086426
	Iteration 187Q: 3 clusters Score -3558171 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32629 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -3558171 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32640 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -3558173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32645 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -3558167 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32649 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -3558171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32651 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -3558171 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32654 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -3558166 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32655 members 
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Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -3558170 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32657 members 
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Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -3558164 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32661 members 
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Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -3558169 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32667 members 
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Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -3558170 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32672 members 
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Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -3558171 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32681 members 
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Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -3558174 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32693 members 
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Entering Unmasked Estep 
Score: -3558176.250000 Penalty: 3107.086426
	Iteration 200F: 3 clusters Score -3558176 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32709 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -3558187.250000 Penalty: 3107.086426
	Iteration 201Q: 3 clusters Score -3558187 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32725 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -3558190 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32734 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -3558194.750000 Penalty: 3107.086426
	Iteration 203Q: 3 clusters Score -3558195 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32745 members 
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Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -3558196 nChanged 13
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -3558204.000000 Penalty: 3107.086426
	Iteration 205Q: 3 clusters Score -3558204 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32763 members 
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Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -3558202 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -3558210 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32780 members 
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Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -3558212 nChanged 7
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Entering Unmasked Estep 
Score: -3558216.750000 Penalty: 3107.086426
	Iteration 209Q: 3 clusters Score -3558217 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32791 members 
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Entering Unmasked Estep 
Score: -3558213.250000 Penalty: 3107.086426
	Iteration 210Q: 3 clusters Score -3558213 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32795 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -3558221.750000 Penalty: 3107.086426
	Iteration 211Q: 3 clusters Score -3558222 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32801 members 
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Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -3558227 nChanged 8
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Mstep: Class 1 contains 32809 members 
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Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -3558229 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32816 members 
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Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -3558227 nChanged 5
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Mstep: Class 1 contains 32821 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -3558228 nChanged 5
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Mstep: Class 1 contains 32826 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -3558230.000000 Penalty: 3107.086426
	Iteration 216Q: 3 clusters Score -3558230 nChanged 9
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Mstep: Class 1 contains 32835 members 
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Entering Unmasked Estep 
Score: -3558235.750000 Penalty: 3107.086426
	Iteration 217Q: 3 clusters Score -3558236 nChanged 11
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Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -3558236 nChanged 8
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Mstep: Class 1 contains 32854 members 
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Entering Unmasked Estep 
Score: -3558241.250000 Penalty: 3107.086426
	Iteration 219Q: 3 clusters Score -3558241 nChanged 7
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Mstep: Class 1 contains 32859 members 
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Entering Unmasked Estep 
Score: -3558243.750000 Penalty: 3107.086426
	Iteration 220F: 3 clusters Score -3558244 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32861 members 
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Entering Unmasked Estep 
Score: -3558252.250000 Penalty: 3107.086426
	Iteration 221Q: 3 clusters Score -3558252 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32871 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -3558253.000000 Penalty: 3107.086426
	Iteration 222Q: 3 clusters Score -3558253 nChanged 11
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Mstep: Class 1 contains 32880 members 
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Entering Unmasked Estep 
Score: -3558257.250000 Penalty: 3107.086426
	Iteration 223Q: 3 clusters Score -3558257 nChanged 9
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Mstep: Class 1 contains 32889 members 
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Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -3558252 nChanged 6
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Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -3558254.750000 Penalty: 3107.086426
	Iteration 225Q: 3 clusters Score -3558255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32899 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -3558256.000000 Penalty: 3107.086426
	Iteration 226Q: 3 clusters Score -3558256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32905 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -3558267.750000 Penalty: 3107.086426
	Iteration 227Q: 3 clusters Score -3558268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32910 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -3558273.250000 Penalty: 3107.086426
	Iteration 228Q: 3 clusters Score -3558273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32916 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -3558272.500000 Penalty: 3107.086426
	Iteration 229Q: 3 clusters Score -3558272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32920 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -3558274.250000 Penalty: 3107.086426
	Iteration 230Q: 3 clusters Score -3558274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32923 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3558273.000000 Penalty: 3107.086426
	Iteration 231Q: 3 clusters Score -3558273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32928 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -3558273.750000 Penalty: 3107.086426
	Iteration 232Q: 3 clusters Score -3558274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32931 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -3558272.500000 Penalty: 3107.086426
	Iteration 233Q: 3 clusters Score -3558272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32935 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -3558277.500000 Penalty: 3107.086426
	Iteration 234Q: 3 clusters Score -3558278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32939 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -3558276.500000 Penalty: 3107.086426
	Iteration 235Q: 3 clusters Score -3558276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32944 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -3558282.000000 Penalty: 3107.086426
	Iteration 236Q: 3 clusters Score -3558282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32951 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -3558288.750000 Penalty: 3107.086426
	Iteration 237Q: 3 clusters Score -3558289 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32961 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -3558297.250000 Penalty: 3107.086426
	Iteration 238Q: 3 clusters Score -3558297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32966 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -3558293.750000 Penalty: 3107.086426
	Iteration 239Q: 3 clusters Score -3558294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32971 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -3558295.000000 Penalty: 3107.086426
	Iteration 240F: 3 clusters Score -3558295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32974 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -3558294.000000 Penalty: 3107.086426
	Iteration 241Q: 3 clusters Score -3558294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32978 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -3558298.500000 Penalty: 3107.086426
	Iteration 242Q: 3 clusters Score -3558298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32980 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -3558298.250000 Penalty: 3107.086426
	Iteration 243Q: 3 clusters Score -3558298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -3558298.250000 Penalty: 3107.086426
	Iteration 244Q: 3 clusters Score -3558298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32986 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3558301.500000 Penalty: 3107.086426
	Iteration 245Q: 3 clusters Score -3558302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32990 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -3558300.750000 Penalty: 3107.086426
	Iteration 246Q: 3 clusters Score -3558301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32995 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -3558301.250000 Penalty: 3107.086426
	Iteration 247Q: 3 clusters Score -3558301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32999 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -3558302.750000 Penalty: 3107.086426
	Iteration 248Q: 3 clusters Score -3558303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33005 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -3558302.000000 Penalty: 3107.086426
	Iteration 249Q: 3 clusters Score -3558302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33010 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3558303.500000 Penalty: 3107.086426
	Iteration 250Q: 3 clusters Score -3558304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33014 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -3558307.000000 Penalty: 3107.086426
	Iteration 251Q: 3 clusters Score -3558307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33014 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -3558308.500000 Penalty: 3107.086426
	Iteration 252Q: 3 clusters Score -3558308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33014 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -3558309.250000 Penalty: 3107.086426
	Iteration 253Q: 3 clusters Score -3558309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33017 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -3558308.250000 Penalty: 3107.086426
	Iteration 254Q: 3 clusters Score -3558308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33021 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -3558304.500000 Penalty: 3107.086426
	Iteration 255Q: 3 clusters Score -3558304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33027 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -3558302.750000 Penalty: 3107.086426
	Iteration 256Q: 3 clusters Score -3558303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33031 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -3558310.000000 Penalty: 3107.086426
	Iteration 257Q: 3 clusters Score -3558310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33031 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -3558310.000000 Penalty: 3107.086426
	Iteration 258F: 3 clusters Score -3558310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Entering Unmasked Estep 
Score: -1030938.750000 Penalty: 1371.462769
	Iteration 0F: 2 clusters Score -1030939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1024061.750000 Penalty: 2742.925537
	Iteration 0F: 3 clusters Score -1024062 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1026349.812500 Penalty: 2742.925537
	Iteration 1F: 3 clusters Score -1026350 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1026698.562500 Penalty: 2742.925537
	Iteration 2F: 3 clusters Score -1026699 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1026983.937500 Penalty: 2742.925537
	Iteration 3F: 3 clusters Score -1026984 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1027314.125000 Penalty: 2742.925537
	Iteration 4F: 3 clusters Score -1027314 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1027678.562500 Penalty: 2742.925537
	Iteration 5F: 3 clusters Score -1027679 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1028059.500000 Penalty: 2742.925537
	Iteration 6F: 3 clusters Score -1028060 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1028427.750000 Penalty: 2742.925537
	Iteration 7F: 3 clusters Score -1028428 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1028736.000000 Penalty: 2742.925537
	Iteration 8Q: 3 clusters Score -1028736 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1029036.125000 Penalty: 2742.925537
	Iteration 9Q: 3 clusters Score -1029036 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1029295.875000 Penalty: 2742.925537
	Iteration 10Q: 3 clusters Score -1029296 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1029476.187500 Penalty: 2742.925537
	Iteration 11Q: 3 clusters Score -1029476 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1029635.375000 Penalty: 2742.925537
	Iteration 12Q: 3 clusters Score -1029635 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1029732.625000 Penalty: 2742.925537
	Iteration 13Q: 3 clusters Score -1029733 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1029785.187500 Penalty: 2742.925537
	Iteration 14Q: 3 clusters Score -1029785 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1029820.062500 Penalty: 2742.925537
	Iteration 15Q: 3 clusters Score -1029820 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1029842.437500 Penalty: 2742.925537
	Iteration 16Q: 3 clusters Score -1029842 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1029853.812500 Penalty: 2742.925537
	Iteration 17Q: 3 clusters Score -1029854 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1029860.812500 Penalty: 2742.925537
	Iteration 18Q: 3 clusters Score -1029861 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1029865.812500 Penalty: 2742.925537
	Iteration 19Q: 3 clusters Score -1029866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1029867.562500 Penalty: 2742.925537
	Iteration 20F: 3 clusters Score -1029868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1029870.250000 Penalty: 2742.925537
	Iteration 21Q: 3 clusters Score -1029870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1029872.250000 Penalty: 2742.925537
	Iteration 22Q: 3 clusters Score -1029872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1029871.687500 Penalty: 2742.925537
	Iteration 23Q: 3 clusters Score -1029872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1029870.812500 Penalty: 2742.925537
	Iteration 24Q: 3 clusters Score -1029871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1029873.375000 Penalty: 2742.925537
	Iteration 25Q: 3 clusters Score -1029873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1029872.437500 Penalty: 2742.925537
	Iteration 26Q: 3 clusters Score -1029872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1029872.312500 Penalty: 2742.925537
	Iteration 27Q: 3 clusters Score -1029872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1029873.187500 Penalty: 2742.925537
	Iteration 28Q: 3 clusters Score -1029873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1029873.687500 Penalty: 2742.925537
	Iteration 29Q: 3 clusters Score -1029874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1029871.875000 Penalty: 2742.925537
	Iteration 30Q: 3 clusters Score -1029872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1029874.000000 Penalty: 2742.925537
	Iteration 31Q: 3 clusters Score -1029874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1029874.000000 Penalty: 2742.925537
	Iteration 32F: 3 clusters Score -1029874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -231454.281250 Penalty: 1169.767700
	Iteration 0F: 2 clusters Score -231454.3 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 1288 members 
Entering Unmasked Estep 
Score: -229255.375000 Penalty: 2339.535400
	Iteration 0F: 3 clusters Score -229255.4 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -229828.078125 Penalty: 2339.535400
	Iteration 1F: 3 clusters Score -229828.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -229981.546875 Penalty: 2339.535400
	Iteration 2F: 3 clusters Score -229981.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -230089.718750 Penalty: 2339.535400
	Iteration 3Q: 3 clusters Score -230089.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -230178.203125 Penalty: 2339.535400
	Iteration 4Q: 3 clusters Score -230178.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -230250.796875 Penalty: 2339.535400
	Iteration 5Q: 3 clusters Score -230250.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -230302.875000 Penalty: 2339.535400
	Iteration 6Q: 3 clusters Score -230302.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -230336.171875 Penalty: 2339.535400
	Iteration 7Q: 3 clusters Score -230336.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -230370.218750 Penalty: 2339.535400
	Iteration 8Q: 3 clusters Score -230370.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -230422.031250 Penalty: 2339.535400
	Iteration 9Q: 3 clusters Score -230422 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -230488.171875 Penalty: 2339.535400
	Iteration 10Q: 3 clusters Score -230488.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -230559.625000 Penalty: 2339.535400
	Iteration 11Q: 3 clusters Score -230559.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -230645.953125 Penalty: 2339.535400
	Iteration 12Q: 3 clusters Score -230646 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -230749.234375 Penalty: 2339.535400
	Iteration 13Q: 3 clusters Score -230749.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -230821.343750 Penalty: 2339.535400
	Iteration 14Q: 3 clusters Score -230821.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -230864.531250 Penalty: 2339.535400
	Iteration 15Q: 3 clusters Score -230864.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -230891.718750 Penalty: 2339.535400
	Iteration 16Q: 3 clusters Score -230891.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -230910.234375 Penalty: 2339.535400
	Iteration 17Q: 3 clusters Score -230910.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -230921.015625 Penalty: 2339.535400
	Iteration 18Q: 3 clusters Score -230921 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -230931.890625 Penalty: 2339.535400
	Iteration 19Q: 3 clusters Score -230931.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -230941.203125 Penalty: 2339.535400
	Iteration 20F: 3 clusters Score -230941.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -230950.359375 Penalty: 2339.535400
	Iteration 21Q: 3 clusters Score -230950.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -230959.750000 Penalty: 2339.535400
	Iteration 22Q: 3 clusters Score -230959.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -230968.609375 Penalty: 2339.535400
	Iteration 23Q: 3 clusters Score -230968.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -230978.328125 Penalty: 2339.535400
	Iteration 24Q: 3 clusters Score -230978.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -230986.156250 Penalty: 2339.535400
	Iteration 25Q: 3 clusters Score -230986.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -230995.937500 Penalty: 2339.535400
	Iteration 26Q: 3 clusters Score -230995.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -231005.250000 Penalty: 2339.535400
	Iteration 27Q: 3 clusters Score -231005.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -231009.218750 Penalty: 2339.535400
	Iteration 28Q: 3 clusters Score -231009.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -231012.578125 Penalty: 2339.535400
	Iteration 29Q: 3 clusters Score -231012.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -231015.125000 Penalty: 2339.535400
	Iteration 30Q: 3 clusters Score -231015.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -231019.406250 Penalty: 2339.535400
	Iteration 31Q: 3 clusters Score -231019.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -231021.421875 Penalty: 2339.535400
	Iteration 32Q: 3 clusters Score -231021.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -231021.421875 Penalty: 2339.535400
	Iteration 33F: 3 clusters Score -231021.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -732195.875000 Penalty: 1331.298096
	Iteration 0F: 2 clusters Score -732195.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -726884.250000 Penalty: 2662.596191
	Iteration 0F: 3 clusters Score -726884.2 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -728624.875000 Penalty: 2662.596191
	Iteration 1F: 3 clusters Score -728624.9 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -728918.937500 Penalty: 2662.596191
	Iteration 2F: 3 clusters Score -728918.9 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -729144.437500 Penalty: 2662.596191
	Iteration 3F: 3 clusters Score -729144.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -729320.062500 Penalty: 2662.596191
	Iteration 4Q: 3 clusters Score -729320.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -729470.375000 Penalty: 2662.596191
	Iteration 5Q: 3 clusters Score -729470.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -729615.687500 Penalty: 2662.596191
	Iteration 6Q: 3 clusters Score -729615.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -729749.562500 Penalty: 2662.596191
	Iteration 7Q: 3 clusters Score -729749.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -729893.937500 Penalty: 2662.596191
	Iteration 8Q: 3 clusters Score -729893.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -730042.062500 Penalty: 2662.596191
	Iteration 9Q: 3 clusters Score -730042.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -730220.500000 Penalty: 2662.596191
	Iteration 10Q: 3 clusters Score -730220.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -730410.562500 Penalty: 2662.596191
	Iteration 11Q: 3 clusters Score -730410.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -730619.937500 Penalty: 2662.596191
	Iteration 12Q: 3 clusters Score -730619.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -730845.562500 Penalty: 2662.596191
	Iteration 13Q: 3 clusters Score -730845.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -731037.187500 Penalty: 2662.596191
	Iteration 14Q: 3 clusters Score -731037.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -731175.937500 Penalty: 2662.596191
	Iteration 15Q: 3 clusters Score -731175.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -731293.937500 Penalty: 2662.596191
	Iteration 16Q: 3 clusters Score -731293.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -731385.812500 Penalty: 2662.596191
	Iteration 17Q: 3 clusters Score -731385.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -731466.000000 Penalty: 2662.596191
	Iteration 18Q: 3 clusters Score -731466 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -731530.187500 Penalty: 2662.596191
	Iteration 19Q: 3 clusters Score -731530.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -731582.125000 Penalty: 2662.596191
	Iteration 20F: 3 clusters Score -731582.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -731629.000000 Penalty: 2662.596191
	Iteration 21Q: 3 clusters Score -731629 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -731652.187500 Penalty: 2662.596191
	Iteration 22Q: 3 clusters Score -731652.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -731670.062500 Penalty: 2662.596191
	Iteration 23Q: 3 clusters Score -731670.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -731680.375000 Penalty: 2662.596191
	Iteration 24Q: 3 clusters Score -731680.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -731694.125000 Penalty: 2662.596191
	Iteration 25Q: 3 clusters Score -731694.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -731703.812500 Penalty: 2662.596191
	Iteration 26Q: 3 clusters Score -731703.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -731705.625000 Penalty: 2662.596191
	Iteration 27Q: 3 clusters Score -731705.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -731711.687500 Penalty: 2662.596191
	Iteration 28Q: 3 clusters Score -731711.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -731714.875000 Penalty: 2662.596191
	Iteration 29Q: 3 clusters Score -731714.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -731718.437500 Penalty: 2662.596191
	Iteration 30Q: 3 clusters Score -731718.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -731724.625000 Penalty: 2662.596191
	Iteration 31Q: 3 clusters Score -731724.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -731728.125000 Penalty: 2662.596191
	Iteration 32Q: 3 clusters Score -731728.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -731728.562500 Penalty: 2662.596191
	Iteration 33Q: 3 clusters Score -731728.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -731734.500000 Penalty: 2662.596191
	Iteration 34Q: 3 clusters Score -731734.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -731736.375000 Penalty: 2662.596191
	Iteration 35Q: 3 clusters Score -731736.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -731738.437500 Penalty: 2662.596191
	Iteration 36Q: 3 clusters Score -731738.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -731739.437500 Penalty: 2662.596191
	Iteration 37Q: 3 clusters Score -731739.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -731740.375000 Penalty: 2662.596191
	Iteration 38Q: 3 clusters Score -731740.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -731740.687500 Penalty: 2662.596191
	Iteration 39Q: 3 clusters Score -731740.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -731743.625000 Penalty: 2662.596191
	Iteration 40F: 3 clusters Score -731743.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -731743.437500 Penalty: 2662.596191
	Iteration 41Q: 3 clusters Score -731743.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -731743.312500 Penalty: 2662.596191
	Iteration 42Q: 3 clusters Score -731743.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -731743.312500 Penalty: 2662.596191
	Iteration 43F: 3 clusters Score -731743.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Entering Unmasked Estep 
Score: -449318.031250 Penalty: 1259.349487
	Iteration 0F: 2 clusters Score -449318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -445815.500000 Penalty: 2518.698975
	Iteration 0F: 3 clusters Score -445815.5 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -446878.437500 Penalty: 2518.698975
	Iteration 1F: 3 clusters Score -446878.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -447117.656250 Penalty: 2518.698975
	Iteration 2F: 3 clusters Score -447117.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -447296.000000 Penalty: 2518.698975
	Iteration 3F: 3 clusters Score -447296 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -447439.312500 Penalty: 2518.698975
	Iteration 4Q: 3 clusters Score -447439.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -447558.687500 Penalty: 2518.698975
	Iteration 5Q: 3 clusters Score -447558.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -447660.875000 Penalty: 2518.698975
	Iteration 6Q: 3 clusters Score -447660.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -447782.968750 Penalty: 2518.698975
	Iteration 7Q: 3 clusters Score -447783 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -447902.406250 Penalty: 2518.698975
	Iteration 8Q: 3 clusters Score -447902.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -448062.781250 Penalty: 2518.698975
	Iteration 9Q: 3 clusters Score -448062.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -448195.156250 Penalty: 2518.698975
	Iteration 10Q: 3 clusters Score -448195.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -448313.468750 Penalty: 2518.698975
	Iteration 11Q: 3 clusters Score -448313.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -448423.093750 Penalty: 2518.698975
	Iteration 12Q: 3 clusters Score -448423.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -448532.562500 Penalty: 2518.698975
	Iteration 13Q: 3 clusters Score -448532.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -448606.781250 Penalty: 2518.698975
	Iteration 14Q: 3 clusters Score -448606.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -448670.906250 Penalty: 2518.698975
	Iteration 15Q: 3 clusters Score -448670.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -448728.312500 Penalty: 2518.698975
	Iteration 16Q: 3 clusters Score -448728.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -448767.843750 Penalty: 2518.698975
	Iteration 17Q: 3 clusters Score -448767.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -448790.468750 Penalty: 2518.698975
	Iteration 18Q: 3 clusters Score -448790.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -448806.218750 Penalty: 2518.698975
	Iteration 19Q: 3 clusters Score -448806.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -448817.843750 Penalty: 2518.698975
	Iteration 20F: 3 clusters Score -448817.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -448826.093750 Penalty: 2518.698975
	Iteration 21Q: 3 clusters Score -448826.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -448830.250000 Penalty: 2518.698975
	Iteration 22Q: 3 clusters Score -448830.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -448839.281250 Penalty: 2518.698975
	Iteration 23Q: 3 clusters Score -448839.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -448844.000000 Penalty: 2518.698975
	Iteration 24Q: 3 clusters Score -448844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -448848.562500 Penalty: 2518.698975
	Iteration 25Q: 3 clusters Score -448848.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -448849.812500 Penalty: 2518.698975
	Iteration 26Q: 3 clusters Score -448849.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -448851.906250 Penalty: 2518.698975
	Iteration 27Q: 3 clusters Score -448851.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -448856.156250 Penalty: 2518.698975
	Iteration 28Q: 3 clusters Score -448856.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -448856.312500 Penalty: 2518.698975
	Iteration 29Q: 3 clusters Score -448856.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -448857.718750 Penalty: 2518.698975
	Iteration 30Q: 3 clusters Score -448857.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -448860.531250 Penalty: 2518.698975
	Iteration 31Q: 3 clusters Score -448860.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -448862.718750 Penalty: 2518.698975
	Iteration 32Q: 3 clusters Score -448862.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -448865.375000 Penalty: 2518.698975
	Iteration 33Q: 3 clusters Score -448865.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -448868.406250 Penalty: 2518.698975
	Iteration 34Q: 3 clusters Score -448868.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -448868.906250 Penalty: 2518.698975
	Iteration 35Q: 3 clusters Score -448868.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -448870.875000 Penalty: 2518.698975
	Iteration 36Q: 3 clusters Score -448870.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -448871.125000 Penalty: 2518.698975
	Iteration 37Q: 3 clusters Score -448871.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -448872.312500 Penalty: 2518.698975
	Iteration 38Q: 3 clusters Score -448872.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -448874.031250 Penalty: 2518.698975
	Iteration 39Q: 3 clusters Score -448874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -448875.125000 Penalty: 2518.698975
	Iteration 40F: 3 clusters Score -448875.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Entering Unmasked Estep 
Score: -405852.500000 Penalty: 1247.556885
	Iteration 0F: 2 clusters Score -405852.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -402577.500000 Penalty: 2495.113770
	Iteration 0F: 3 clusters Score -402577.5 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -403547.093750 Penalty: 2495.113770
	Iteration 1F: 3 clusters Score -403547.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -403779.093750 Penalty: 2495.113770
	Iteration 2F: 3 clusters Score -403779.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -403942.593750 Penalty: 2495.113770
	Iteration 3F: 3 clusters Score -403942.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -404069.000000 Penalty: 2495.113770
	Iteration 4Q: 3 clusters Score -404069 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -404162.312500 Penalty: 2495.113770
	Iteration 5Q: 3 clusters Score -404162.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -404237.125000 Penalty: 2495.113770
	Iteration 6Q: 3 clusters Score -404237.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -404291.000000 Penalty: 2495.113770
	Iteration 7Q: 3 clusters Score -404291 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -404332.375000 Penalty: 2495.113770
	Iteration 8Q: 3 clusters Score -404332.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -404371.593750 Penalty: 2495.113770
	Iteration 9Q: 3 clusters Score -404371.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -404407.156250 Penalty: 2495.113770
	Iteration 10Q: 3 clusters Score -404407.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -404443.406250 Penalty: 2495.113770
	Iteration 11Q: 3 clusters Score -404443.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -404477.843750 Penalty: 2495.113770
	Iteration 12Q: 3 clusters Score -404477.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -404507.031250 Penalty: 2495.113770
	Iteration 13Q: 3 clusters Score -404507 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -404536.468750 Penalty: 2495.113770
	Iteration 14Q: 3 clusters Score -404536.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -404566.906250 Penalty: 2495.113770
	Iteration 15Q: 3 clusters Score -404566.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -404595.156250 Penalty: 2495.113770
	Iteration 16Q: 3 clusters Score -404595.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -404628.312500 Penalty: 2495.113770
	Iteration 17Q: 3 clusters Score -404628.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -404667.687500 Penalty: 2495.113770
	Iteration 18Q: 3 clusters Score -404667.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -404701.343750 Penalty: 2495.113770
	Iteration 19Q: 3 clusters Score -404701.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -404726.187500 Penalty: 2495.113770
	Iteration 20F: 3 clusters Score -404726.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -404746.562500 Penalty: 2495.113770
	Iteration 21Q: 3 clusters Score -404746.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -404769.250000 Penalty: 2495.113770
	Iteration 22Q: 3 clusters Score -404769.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -404791.343750 Penalty: 2495.113770
	Iteration 23Q: 3 clusters Score -404791.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -404808.406250 Penalty: 2495.113770
	Iteration 24Q: 3 clusters Score -404808.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -404823.437500 Penalty: 2495.113770
	Iteration 25Q: 3 clusters Score -404823.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -404833.125000 Penalty: 2495.113770
	Iteration 26Q: 3 clusters Score -404833.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -404843.937500 Penalty: 2495.113770
	Iteration 27Q: 3 clusters Score -404843.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -404851.156250 Penalty: 2495.113770
	Iteration 28Q: 3 clusters Score -404851.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -404855.187500 Penalty: 2495.113770
	Iteration 29Q: 3 clusters Score -404855.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -404857.312500 Penalty: 2495.113770
	Iteration 30Q: 3 clusters Score -404857.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -404859.031250 Penalty: 2495.113770
	Iteration 31Q: 3 clusters Score -404859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -404861.031250 Penalty: 2495.113770
	Iteration 32Q: 3 clusters Score -404861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -404864.812500 Penalty: 2495.113770
	Iteration 33Q: 3 clusters Score -404864.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -404866.531250 Penalty: 2495.113770
	Iteration 34Q: 3 clusters Score -404866.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -404867.906250 Penalty: 2495.113770
	Iteration 35Q: 3 clusters Score -404867.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -404871.062500 Penalty: 2495.113770
	Iteration 36Q: 3 clusters Score -404871.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -404873.625000 Penalty: 2495.113770
	Iteration 37Q: 3 clusters Score -404873.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -404876.218750 Penalty: 2495.113770
	Iteration 38Q: 3 clusters Score -404876.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -404878.906250 Penalty: 2495.113770
	Iteration 39Q: 3 clusters Score -404878.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -404882.187500 Penalty: 2495.113770
	Iteration 40F: 3 clusters Score -404882.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -404884.312500 Penalty: 2495.113770
	Iteration 41Q: 3 clusters Score -404884.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -404885.750000 Penalty: 2495.113770
	Iteration 42Q: 3 clusters Score -404885.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -404887.281250 Penalty: 2495.113770
	Iteration 43Q: 3 clusters Score -404887.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -404888.062500 Penalty: 2495.113770
	Iteration 44Q: 3 clusters Score -404888.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -404888.031250 Penalty: 2495.113770
	Iteration 45Q: 3 clusters Score -404888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -404888.843750 Penalty: 2495.113770
	Iteration 46Q: 3 clusters Score -404888.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -404889.750000 Penalty: 2495.113770
	Iteration 47Q: 3 clusters Score -404889.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -404889.437500 Penalty: 2495.113770
	Iteration 48Q: 3 clusters Score -404889.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -404889.687500 Penalty: 2495.113770
	Iteration 49Q: 3 clusters Score -404889.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -404890.125000 Penalty: 2495.113770
	Iteration 50Q: 3 clusters Score -404890.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -404890.125000 Penalty: 2495.113770
	Iteration 51F: 3 clusters Score -404890.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Entering Unmasked Estep 
Score: -1616445.375000 Penalty: 1435.114624
	Iteration 0F: 2 clusters Score -1616445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1606396.500000 Penalty: 2870.229248
	Iteration 0F: 3 clusters Score -1606396 nChanged 6574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1609909.750000 Penalty: 2870.229248
	Iteration 1F: 3 clusters Score -1609910 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1610389.750000 Penalty: 2870.229248
	Iteration 2F: 3 clusters Score -1610390 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1610743.250000 Penalty: 2870.229248
	Iteration 3F: 3 clusters Score -1610743 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1611094.500000 Penalty: 2870.229248
	Iteration 4Q: 3 clusters Score -1611094 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1611428.250000 Penalty: 2870.229248
	Iteration 5Q: 3 clusters Score -1611428 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1611757.500000 Penalty: 2870.229248
	Iteration 6Q: 3 clusters Score -1611758 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1612070.750000 Penalty: 2870.229248
	Iteration 7Q: 3 clusters Score -1612071 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1612374.500000 Penalty: 2870.229248
	Iteration 8Q: 3 clusters Score -1612374 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1612638.250000 Penalty: 2870.229248
	Iteration 9Q: 3 clusters Score -1612638 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1612870.875000 Penalty: 2870.229248
	Iteration 10Q: 3 clusters Score -1612871 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1613060.250000 Penalty: 2870.229248
	Iteration 11Q: 3 clusters Score -1613060 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1613223.750000 Penalty: 2870.229248
	Iteration 12Q: 3 clusters Score -1613224 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1613349.500000 Penalty: 2870.229248
	Iteration 13Q: 3 clusters Score -1613350 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1613468.875000 Penalty: 2870.229248
	Iteration 14Q: 3 clusters Score -1613469 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1613573.375000 Penalty: 2870.229248
	Iteration 15Q: 3 clusters Score -1613573 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1613665.625000 Penalty: 2870.229248
	Iteration 16Q: 3 clusters Score -1613666 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -1613758.375000 Penalty: 2870.229248
	Iteration 17Q: 3 clusters Score -1613758 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1613832.875000 Penalty: 2870.229248
	Iteration 18Q: 3 clusters Score -1613833 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1613924.750000 Penalty: 2870.229248
	Iteration 19Q: 3 clusters Score -1613925 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -1614005.125000 Penalty: 2870.229248
	Iteration 20F: 3 clusters Score -1614005 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -1614078.750000 Penalty: 2870.229248
	Iteration 21Q: 3 clusters Score -1614079 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1614149.750000 Penalty: 2870.229248
	Iteration 22Q: 3 clusters Score -1614150 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -1614219.250000 Penalty: 2870.229248
	Iteration 23Q: 3 clusters Score -1614219 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -1614269.875000 Penalty: 2870.229248
	Iteration 24Q: 3 clusters Score -1614270 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -1614334.375000 Penalty: 2870.229248
	Iteration 25Q: 3 clusters Score -1614334 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -1614382.875000 Penalty: 2870.229248
	Iteration 26Q: 3 clusters Score -1614383 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -1614432.250000 Penalty: 2870.229248
	Iteration 27Q: 3 clusters Score -1614432 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -1614472.875000 Penalty: 2870.229248
	Iteration 28Q: 3 clusters Score -1614473 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -1614498.250000 Penalty: 2870.229248
	Iteration 29Q: 3 clusters Score -1614498 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -1614530.000000 Penalty: 2870.229248
	Iteration 30Q: 3 clusters Score -1614530 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -1614555.625000 Penalty: 2870.229248
	Iteration 31Q: 3 clusters Score -1614556 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -1614572.500000 Penalty: 2870.229248
	Iteration 32Q: 3 clusters Score -1614572 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -1614600.250000 Penalty: 2870.229248
	Iteration 33Q: 3 clusters Score -1614600 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -1614613.750000 Penalty: 2870.229248
	Iteration 34Q: 3 clusters Score -1614614 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -1614640.625000 Penalty: 2870.229248
	Iteration 35Q: 3 clusters Score -1614641 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -1614658.750000 Penalty: 2870.229248
	Iteration 36Q: 3 clusters Score -1614659 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -1614674.875000 Penalty: 2870.229248
	Iteration 37Q: 3 clusters Score -1614675 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -1614692.875000 Penalty: 2870.229248
	Iteration 38Q: 3 clusters Score -1614693 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -1614719.750000 Penalty: 2870.229248
	Iteration 39Q: 3 clusters Score -1614720 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -1614740.375000 Penalty: 2870.229248
	Iteration 40F: 3 clusters Score -1614740 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -1614758.000000 Penalty: 2870.229248
	Iteration 41Q: 3 clusters Score -1614758 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -1614773.500000 Penalty: 2870.229248
	Iteration 42Q: 3 clusters Score -1614774 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -1614792.250000 Penalty: 2870.229248
	Iteration 43Q: 3 clusters Score -1614792 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -1614805.875000 Penalty: 2870.229248
	Iteration 44Q: 3 clusters Score -1614806 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -1614818.625000 Penalty: 2870.229248
	Iteration 45Q: 3 clusters Score -1614819 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -1614826.125000 Penalty: 2870.229248
	Iteration 46Q: 3 clusters Score -1614826 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -1614831.375000 Penalty: 2870.229248
	Iteration 47Q: 3 clusters Score -1614831 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -1614838.875000 Penalty: 2870.229248
	Iteration 48Q: 3 clusters Score -1614839 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -1614849.625000 Penalty: 2870.229248
	Iteration 49Q: 3 clusters Score -1614850 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -1614855.750000 Penalty: 2870.229248
	Iteration 50Q: 3 clusters Score -1614856 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -1614867.250000 Penalty: 2870.229248
	Iteration 51Q: 3 clusters Score -1614867 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -1614881.375000 Penalty: 2870.229248
	Iteration 52Q: 3 clusters Score -1614881 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -1614895.375000 Penalty: 2870.229248
	Iteration 53Q: 3 clusters Score -1614895 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -1614907.250000 Penalty: 2870.229248
	Iteration 54Q: 3 clusters Score -1614907 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -1614914.750000 Penalty: 2870.229248
	Iteration 55Q: 3 clusters Score -1614915 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -1614923.875000 Penalty: 2870.229248
	Iteration 56Q: 3 clusters Score -1614924 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -1614932.625000 Penalty: 2870.229248
	Iteration 57Q: 3 clusters Score -1614933 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -1614944.000000 Penalty: 2870.229248
	Iteration 58Q: 3 clusters Score -1614944 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -1614952.875000 Penalty: 2870.229248
	Iteration 59Q: 3 clusters Score -1614953 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -1614961.125000 Penalty: 2870.229248
	Iteration 60F: 3 clusters Score -1614961 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -1614972.750000 Penalty: 2870.229248
	Iteration 61Q: 3 clusters Score -1614973 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -1614975.000000 Penalty: 2870.229248
	Iteration 62Q: 3 clusters Score -1614975 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -1614980.250000 Penalty: 2870.229248
	Iteration 63Q: 3 clusters Score -1614980 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -1614996.500000 Penalty: 2870.229248
	Iteration 64Q: 3 clusters Score -1614996 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -1615008.375000 Penalty: 2870.229248
	Iteration 65Q: 3 clusters Score -1615008 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -1615014.000000 Penalty: 2870.229248
	Iteration 66Q: 3 clusters Score -1615014 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -1615026.500000 Penalty: 2870.229248
	Iteration 67Q: 3 clusters Score -1615026 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -1615035.750000 Penalty: 2870.229248
	Iteration 68Q: 3 clusters Score -1615036 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -1615039.250000 Penalty: 2870.229248
	Iteration 69Q: 3 clusters Score -1615039 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -1615047.750000 Penalty: 2870.229248
	Iteration 70Q: 3 clusters Score -1615048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -1615051.875000 Penalty: 2870.229248
	Iteration 71Q: 3 clusters Score -1615052 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -1615059.875000 Penalty: 2870.229248
	Iteration 72Q: 3 clusters Score -1615060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -1615064.875000 Penalty: 2870.229248
	Iteration 73Q: 3 clusters Score -1615065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -1615064.000000 Penalty: 2870.229248
	Iteration 74Q: 3 clusters Score -1615064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -1615068.000000 Penalty: 2870.229248
	Iteration 75Q: 3 clusters Score -1615068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -1615069.375000 Penalty: 2870.229248
	Iteration 76Q: 3 clusters Score -1615069 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -1615072.500000 Penalty: 2870.229248
	Iteration 77Q: 3 clusters Score -1615072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -1615079.375000 Penalty: 2870.229248
	Iteration 78Q: 3 clusters Score -1615079 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -1615086.625000 Penalty: 2870.229248
	Iteration 79Q: 3 clusters Score -1615087 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -1615095.875000 Penalty: 2870.229248
	Iteration 80F: 3 clusters Score -1615096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -1615096.750000 Penalty: 2870.229248
	Iteration 81Q: 3 clusters Score -1615097 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -1615100.625000 Penalty: 2870.229248
	Iteration 82Q: 3 clusters Score -1615101 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -1615108.625000 Penalty: 2870.229248
	Iteration 83Q: 3 clusters Score -1615109 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -1615119.875000 Penalty: 2870.229248
	Iteration 84Q: 3 clusters Score -1615120 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -1615120.375000 Penalty: 2870.229248
	Iteration 85Q: 3 clusters Score -1615120 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -1615132.625000 Penalty: 2870.229248
	Iteration 86Q: 3 clusters Score -1615133 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -1615137.000000 Penalty: 2870.229248
	Iteration 87Q: 3 clusters Score -1615137 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -1615146.375000 Penalty: 2870.229248
	Iteration 88Q: 3 clusters Score -1615146 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -1615160.000000 Penalty: 2870.229248
	Iteration 89Q: 3 clusters Score -1615160 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -1615174.500000 Penalty: 2870.229248
	Iteration 90Q: 3 clusters Score -1615174 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -1615186.000000 Penalty: 2870.229248
	Iteration 91Q: 3 clusters Score -1615186 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -1615191.125000 Penalty: 2870.229248
	Iteration 92Q: 3 clusters Score -1615191 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -1615195.000000 Penalty: 2870.229248
	Iteration 93Q: 3 clusters Score -1615195 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -1615203.250000 Penalty: 2870.229248
	Iteration 94Q: 3 clusters Score -1615203 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -1615205.125000 Penalty: 2870.229248
	Iteration 95Q: 3 clusters Score -1615205 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -1615221.125000 Penalty: 2870.229248
	Iteration 96Q: 3 clusters Score -1615221 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -1615233.375000 Penalty: 2870.229248
	Iteration 97Q: 3 clusters Score -1615233 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -1615244.625000 Penalty: 2870.229248
	Iteration 98Q: 3 clusters Score -1615245 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -1615249.500000 Penalty: 2870.229248
	Iteration 99Q: 3 clusters Score -1615250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -1615254.000000 Penalty: 2870.229248
	Iteration 100F: 3 clusters Score -1615254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -1615257.000000 Penalty: 2870.229248
	Iteration 101Q: 3 clusters Score -1615257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -1615259.750000 Penalty: 2870.229248
	Iteration 102Q: 3 clusters Score -1615260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -1615261.875000 Penalty: 2870.229248
	Iteration 103Q: 3 clusters Score -1615262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -1615264.375000 Penalty: 2870.229248
	Iteration 104Q: 3 clusters Score -1615264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -1615266.375000 Penalty: 2870.229248
	Iteration 105Q: 3 clusters Score -1615266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -1615269.625000 Penalty: 2870.229248
	Iteration 106Q: 3 clusters Score -1615270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -1615271.625000 Penalty: 2870.229248
	Iteration 107Q: 3 clusters Score -1615272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -1615272.000000 Penalty: 2870.229248
	Iteration 108Q: 3 clusters Score -1615272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -1615276.125000 Penalty: 2870.229248
	Iteration 109Q: 3 clusters Score -1615276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -1615278.250000 Penalty: 2870.229248
	Iteration 110Q: 3 clusters Score -1615278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -1615279.875000 Penalty: 2870.229248
	Iteration 111Q: 3 clusters Score -1615280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -1615280.375000 Penalty: 2870.229248
	Iteration 112Q: 3 clusters Score -1615280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -1615284.000000 Penalty: 2870.229248
	Iteration 113Q: 3 clusters Score -1615284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -1615287.000000 Penalty: 2870.229248
	Iteration 114Q: 3 clusters Score -1615287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -1615293.250000 Penalty: 2870.229248
	Iteration 115Q: 3 clusters Score -1615293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -1615292.625000 Penalty: 2870.229248
	Iteration 116Q: 3 clusters Score -1615293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -1615294.500000 Penalty: 2870.229248
	Iteration 117Q: 3 clusters Score -1615294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -1615295.250000 Penalty: 2870.229248
	Iteration 118Q: 3 clusters Score -1615295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -1615299.500000 Penalty: 2870.229248
	Iteration 119Q: 3 clusters Score -1615300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -1615302.875000 Penalty: 2870.229248
	Iteration 120F: 3 clusters Score -1615303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -1615302.875000 Penalty: 2870.229248
	Iteration 121Q: 3 clusters Score -1615303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -1615303.000000 Penalty: 2870.229248
	Iteration 122Q: 3 clusters Score -1615303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -1615307.500000 Penalty: 2870.229248
	Iteration 123Q: 3 clusters Score -1615308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -1615307.500000 Penalty: 2870.229248
	Iteration 124Q: 3 clusters Score -1615308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -1615307.500000 Penalty: 2870.229248
	Iteration 125F: 3 clusters Score -1615308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (16152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Entering Unmasked Estep 
Score: -1695472.500000 Penalty: 1441.842163
	Iteration 0F: 2 clusters Score -1695472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1684868.125000 Penalty: 2883.684326
	Iteration 0F: 3 clusters Score -1684868 nChanged 6936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1688502.125000 Penalty: 2883.684326
	Iteration 1F: 3 clusters Score -1688502 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1688886.500000 Penalty: 2883.684326
	Iteration 2F: 3 clusters Score -1688886 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1689259.750000 Penalty: 2883.684326
	Iteration 3F: 3 clusters Score -1689260 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1689662.125000 Penalty: 2883.684326
	Iteration 4F: 3 clusters Score -1689662 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1690108.375000 Penalty: 2883.684326
	Iteration 5F: 3 clusters Score -1690108 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -1690620.000000 Penalty: 2883.684326
	Iteration 6F: 3 clusters Score -1690620 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -1691156.625000 Penalty: 2883.684326
	Iteration 7F: 3 clusters Score -1691157 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -1691645.875000 Penalty: 2883.684326
	Iteration 8Q: 3 clusters Score -1691646 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -1692112.375000 Penalty: 2883.684326
	Iteration 9Q: 3 clusters Score -1692112 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -1692556.000000 Penalty: 2883.684326
	Iteration 10Q: 3 clusters Score -1692556 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -1692952.000000 Penalty: 2883.684326
	Iteration 11Q: 3 clusters Score -1692952 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -1693264.125000 Penalty: 2883.684326
	Iteration 12Q: 3 clusters Score -1693264 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -1693508.125000 Penalty: 2883.684326
	Iteration 13Q: 3 clusters Score -1693508 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -1693716.625000 Penalty: 2883.684326
	Iteration 14Q: 3 clusters Score -1693717 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -1693871.500000 Penalty: 2883.684326
	Iteration 15Q: 3 clusters Score -1693872 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -1693980.125000 Penalty: 2883.684326
	Iteration 16Q: 3 clusters Score -1693980 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -1694048.625000 Penalty: 2883.684326
	Iteration 17Q: 3 clusters Score -1694049 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -1694098.250000 Penalty: 2883.684326
	Iteration 18Q: 3 clusters Score -1694098 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -1694141.125000 Penalty: 2883.684326
	Iteration 19Q: 3 clusters Score -1694141 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -1694162.500000 Penalty: 2883.684326
	Iteration 20F: 3 clusters Score -1694162 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -1694182.750000 Penalty: 2883.684326
	Iteration 21Q: 3 clusters Score -1694183 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -1694202.375000 Penalty: 2883.684326
	Iteration 22Q: 3 clusters Score -1694202 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -1694217.000000 Penalty: 2883.684326
	Iteration 23Q: 3 clusters Score -1694217 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -1694229.500000 Penalty: 2883.684326
	Iteration 24Q: 3 clusters Score -1694230 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -1694241.375000 Penalty: 2883.684326
	Iteration 25Q: 3 clusters Score -1694241 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -1694254.000000 Penalty: 2883.684326
	Iteration 26Q: 3 clusters Score -1694254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -1694264.625000 Penalty: 2883.684326
	Iteration 27Q: 3 clusters Score -1694265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -1694268.375000 Penalty: 2883.684326
	Iteration 28Q: 3 clusters Score -1694268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -1694270.250000 Penalty: 2883.684326
	Iteration 29Q: 3 clusters Score -1694270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -1694270.625000 Penalty: 2883.684326
	Iteration 30Q: 3 clusters Score -1694271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -1694270.625000 Penalty: 2883.684326
	Iteration 31Q: 3 clusters Score -1694271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -1694272.625000 Penalty: 2883.684326
	Iteration 32Q: 3 clusters Score -1694273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -1694277.125000 Penalty: 2883.684326
	Iteration 33Q: 3 clusters Score -1694277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -1694282.125000 Penalty: 2883.684326
	Iteration 34Q: 3 clusters Score -1694282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -1694291.125000 Penalty: 2883.684326
	Iteration 35Q: 3 clusters Score -1694291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -1694298.875000 Penalty: 2883.684326
	Iteration 36Q: 3 clusters Score -1694299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -1694304.875000 Penalty: 2883.684326
	Iteration 37Q: 3 clusters Score -1694305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -1694315.500000 Penalty: 2883.684326
	Iteration 38Q: 3 clusters Score -1694316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -1694319.125000 Penalty: 2883.684326
	Iteration 39Q: 3 clusters Score -1694319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -1694324.375000 Penalty: 2883.684326
	Iteration 40F: 3 clusters Score -1694324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -1694330.125000 Penalty: 2883.684326
	Iteration 41Q: 3 clusters Score -1694330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -1694333.250000 Penalty: 2883.684326
	Iteration 42Q: 3 clusters Score -1694333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -1694332.875000 Penalty: 2883.684326
	Iteration 43Q: 3 clusters Score -1694333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -1694333.750000 Penalty: 2883.684326
	Iteration 44Q: 3 clusters Score -1694334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -1694336.250000 Penalty: 2883.684326
	Iteration 45Q: 3 clusters Score -1694336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -1694336.000000 Penalty: 2883.684326
	Iteration 46Q: 3 clusters Score -1694336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -1694336.000000 Penalty: 2883.684326
	Iteration 47F: 3 clusters Score -1694336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Entering Unmasked Estep 
Score: -728488.937500 Penalty: 1328.008667
	Iteration 0F: 2 clusters Score -728488.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -723284.750000 Penalty: 2656.017334
	Iteration 0F: 3 clusters Score -723284.8 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -725008.812500 Penalty: 2656.017334
	Iteration 1F: 3 clusters Score -725008.8 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -725229.750000 Penalty: 2656.017334
	Iteration 2F: 3 clusters Score -725229.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -725366.437500 Penalty: 2656.017334
	Iteration 3Q: 3 clusters Score -725366.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -725450.250000 Penalty: 2656.017334
	Iteration 4Q: 3 clusters Score -725450.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -725518.937500 Penalty: 2656.017334
	Iteration 5Q: 3 clusters Score -725518.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -725577.937500 Penalty: 2656.017334
	Iteration 6Q: 3 clusters Score -725577.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -725633.750000 Penalty: 2656.017334
	Iteration 7Q: 3 clusters Score -725633.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -725676.062500 Penalty: 2656.017334
	Iteration 8Q: 3 clusters Score -725676.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -725724.187500 Penalty: 2656.017334
	Iteration 9Q: 3 clusters Score -725724.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -725770.312500 Penalty: 2656.017334
	Iteration 10Q: 3 clusters Score -725770.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -725810.812500 Penalty: 2656.017334
	Iteration 11Q: 3 clusters Score -725810.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -725851.062500 Penalty: 2656.017334
	Iteration 12Q: 3 clusters Score -725851.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -725884.812500 Penalty: 2656.017334
	Iteration 13Q: 3 clusters Score -725884.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -725918.437500 Penalty: 2656.017334
	Iteration 14Q: 3 clusters Score -725918.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -725959.812500 Penalty: 2656.017334
	Iteration 15Q: 3 clusters Score -725959.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -726011.437500 Penalty: 2656.017334
	Iteration 16Q: 3 clusters Score -726011.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -726067.375000 Penalty: 2656.017334
	Iteration 17Q: 3 clusters Score -726067.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -726110.375000 Penalty: 2656.017334
	Iteration 18Q: 3 clusters Score -726110.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -726150.062500 Penalty: 2656.017334
	Iteration 19Q: 3 clusters Score -726150.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -726190.062500 Penalty: 2656.017334
	Iteration 20F: 3 clusters Score -726190.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -726228.625000 Penalty: 2656.017334
	Iteration 21Q: 3 clusters Score -726228.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -726267.375000 Penalty: 2656.017334
	Iteration 22Q: 3 clusters Score -726267.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -726299.625000 Penalty: 2656.017334
	Iteration 23Q: 3 clusters Score -726299.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -726336.625000 Penalty: 2656.017334
	Iteration 24Q: 3 clusters Score -726336.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -726374.750000 Penalty: 2656.017334
	Iteration 25Q: 3 clusters Score -726374.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -726406.250000 Penalty: 2656.017334
	Iteration 26Q: 3 clusters Score -726406.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -726442.812500 Penalty: 2656.017334
	Iteration 27Q: 3 clusters Score -726442.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -726478.500000 Penalty: 2656.017334
	Iteration 28Q: 3 clusters Score -726478.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -726509.562500 Penalty: 2656.017334
	Iteration 29Q: 3 clusters Score -726509.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -726542.250000 Penalty: 2656.017334
	Iteration 30Q: 3 clusters Score -726542.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -726585.062500 Penalty: 2656.017334
	Iteration 31Q: 3 clusters Score -726585.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -726634.687500 Penalty: 2656.017334
	Iteration 32Q: 3 clusters Score -726634.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -726690.000000 Penalty: 2656.017334
	Iteration 33Q: 3 clusters Score -726690 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -726754.500000 Penalty: 2656.017334
	Iteration 34Q: 3 clusters Score -726754.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -726814.687500 Penalty: 2656.017334
	Iteration 35Q: 3 clusters Score -726814.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -726881.500000 Penalty: 2656.017334
	Iteration 36Q: 3 clusters Score -726881.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -726950.937500 Penalty: 2656.017334
	Iteration 37Q: 3 clusters Score -726950.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -727013.625000 Penalty: 2656.017334
	Iteration 38Q: 3 clusters Score -727013.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -727069.687500 Penalty: 2656.017334
	Iteration 39Q: 3 clusters Score -727069.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -727126.312500 Penalty: 2656.017334
	Iteration 40F: 3 clusters Score -727126.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -727183.000000 Penalty: 2656.017334
	Iteration 41Q: 3 clusters Score -727183 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -727239.437500 Penalty: 2656.017334
	Iteration 42Q: 3 clusters Score -727239.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -727280.562500 Penalty: 2656.017334
	Iteration 43Q: 3 clusters Score -727280.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -727323.562500 Penalty: 2656.017334
	Iteration 44Q: 3 clusters Score -727323.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -727359.312500 Penalty: 2656.017334
	Iteration 45Q: 3 clusters Score -727359.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -727385.062500 Penalty: 2656.017334
	Iteration 46Q: 3 clusters Score -727385.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -727407.750000 Penalty: 2656.017334
	Iteration 47Q: 3 clusters Score -727407.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -727430.687500 Penalty: 2656.017334
	Iteration 48Q: 3 clusters Score -727430.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -727454.625000 Penalty: 2656.017334
	Iteration 49Q: 3 clusters Score -727454.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -727474.500000 Penalty: 2656.017334
	Iteration 50Q: 3 clusters Score -727474.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -727495.125000 Penalty: 2656.017334
	Iteration 51Q: 3 clusters Score -727495.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -727509.687500 Penalty: 2656.017334
	Iteration 52Q: 3 clusters Score -727509.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -727522.312500 Penalty: 2656.017334
	Iteration 53Q: 3 clusters Score -727522.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -727531.812500 Penalty: 2656.017334
	Iteration 54Q: 3 clusters Score -727531.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -727543.312500 Penalty: 2656.017334
	Iteration 55Q: 3 clusters Score -727543.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -727552.937500 Penalty: 2656.017334
	Iteration 56Q: 3 clusters Score -727552.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -727568.250000 Penalty: 2656.017334
	Iteration 57Q: 3 clusters Score -727568.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -727577.312500 Penalty: 2656.017334
	Iteration 58Q: 3 clusters Score -727577.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -727586.187500 Penalty: 2656.017334
	Iteration 59Q: 3 clusters Score -727586.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -727592.375000 Penalty: 2656.017334
	Iteration 60F: 3 clusters Score -727592.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -727599.500000 Penalty: 2656.017334
	Iteration 61Q: 3 clusters Score -727599.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -727607.125000 Penalty: 2656.017334
	Iteration 62Q: 3 clusters Score -727607.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -727613.125000 Penalty: 2656.017334
	Iteration 63Q: 3 clusters Score -727613.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -727619.187500 Penalty: 2656.017334
	Iteration 64Q: 3 clusters Score -727619.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -727625.062500 Penalty: 2656.017334
	Iteration 65Q: 3 clusters Score -727625.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -727627.000000 Penalty: 2656.017334
	Iteration 66Q: 3 clusters Score -727627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -727628.937500 Penalty: 2656.017334
	Iteration 67Q: 3 clusters Score -727628.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -727630.375000 Penalty: 2656.017334
	Iteration 68Q: 3 clusters Score -727630.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -727630.437500 Penalty: 2656.017334
	Iteration 69Q: 3 clusters Score -727630.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -727632.312500 Penalty: 2656.017334
	Iteration 70Q: 3 clusters Score -727632.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -727632.312500 Penalty: 2656.017334
	Iteration 71Q: 3 clusters Score -727632.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -727633.687500 Penalty: 2656.017334
	Iteration 72Q: 3 clusters Score -727633.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -727636.875000 Penalty: 2656.017334
	Iteration 73Q: 3 clusters Score -727636.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -727637.812500 Penalty: 2656.017334
	Iteration 74Q: 3 clusters Score -727637.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -727639.750000 Penalty: 2656.017334
	Iteration 75Q: 3 clusters Score -727639.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -727640.937500 Penalty: 2656.017334
	Iteration 76Q: 3 clusters Score -727640.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -727641.187500 Penalty: 2656.017334
	Iteration 77Q: 3 clusters Score -727641.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -727641.562500 Penalty: 2656.017334
	Iteration 78Q: 3 clusters Score -727641.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -727643.312500 Penalty: 2656.017334
	Iteration 79Q: 3 clusters Score -727643.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -727643.625000 Penalty: 2656.017334
	Iteration 80F: 3 clusters Score -727643.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -727646.437500 Penalty: 2656.017334
	Iteration 81Q: 3 clusters Score -727646.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -727649.937500 Penalty: 2656.017334
	Iteration 82Q: 3 clusters Score -727649.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -727652.937500 Penalty: 2656.017334
	Iteration 83Q: 3 clusters Score -727652.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -727653.187500 Penalty: 2656.017334
	Iteration 84Q: 3 clusters Score -727653.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -727654.875000 Penalty: 2656.017334
	Iteration 85Q: 3 clusters Score -727654.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -727654.875000 Penalty: 2656.017334
	Iteration 86F: 3 clusters Score -727654.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (20901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Entering Unmasked Estep 
Score: -2137629.750000 Penalty: 1480.195923
	Iteration 0F: 2 clusters Score -2137630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -2123998.750000 Penalty: 2960.391846
	Iteration 0F: 3 clusters Score -2123999 nChanged 9182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -2129119.250000 Penalty: 2960.391846
	Iteration 1F: 3 clusters Score -2129119 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -2129574.500000 Penalty: 2960.391846
	Iteration 2F: 3 clusters Score -2129574 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -2129936.750000 Penalty: 2960.391846
	Iteration 3Q: 3 clusters Score -2129937 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -2130274.500000 Penalty: 2960.391846
	Iteration 4Q: 3 clusters Score -2130274 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -2130595.250000 Penalty: 2960.391846
	Iteration 5Q: 3 clusters Score -2130595 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -2130931.750000 Penalty: 2960.391846
	Iteration 6Q: 3 clusters Score -2130932 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -2131272.750000 Penalty: 2960.391846
	Iteration 7Q: 3 clusters Score -2131273 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -2131629.750000 Penalty: 2960.391846
	Iteration 8Q: 3 clusters Score -2131630 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -2132034.500000 Penalty: 2960.391846
	Iteration 9Q: 3 clusters Score -2132034 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -2132503.250000 Penalty: 2960.391846
	Iteration 10Q: 3 clusters Score -2132503 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -2133087.750000 Penalty: 2960.391846
	Iteration 11Q: 3 clusters Score -2133088 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -2133686.500000 Penalty: 2960.391846
	Iteration 12Q: 3 clusters Score -2133686 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -2134362.750000 Penalty: 2960.391846
	Iteration 13Q: 3 clusters Score -2134363 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -2135012.000000 Penalty: 2960.391846
	Iteration 14Q: 3 clusters Score -2135012 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -2135481.000000 Penalty: 2960.391846
	Iteration 15Q: 3 clusters Score -2135481 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -2135850.250000 Penalty: 2960.391846
	Iteration 16Q: 3 clusters Score -2135850 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -2136041.500000 Penalty: 2960.391846
	Iteration 17Q: 3 clusters Score -2136042 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -2136173.500000 Penalty: 2960.391846
	Iteration 18Q: 3 clusters Score -2136174 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -2136252.500000 Penalty: 2960.391846
	Iteration 19Q: 3 clusters Score -2136252 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -2136317.250000 Penalty: 2960.391846
	Iteration 20F: 3 clusters Score -2136317 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -2136358.000000 Penalty: 2960.391846
	Iteration 21Q: 3 clusters Score -2136358 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -2136397.000000 Penalty: 2960.391846
	Iteration 22Q: 3 clusters Score -2136397 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -2136424.000000 Penalty: 2960.391846
	Iteration 23Q: 3 clusters Score -2136424 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -2136445.000000 Penalty: 2960.391846
	Iteration 24Q: 3 clusters Score -2136445 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -2136459.000000 Penalty: 2960.391846
	Iteration 25Q: 3 clusters Score -2136459 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -2136472.000000 Penalty: 2960.391846
	Iteration 26Q: 3 clusters Score -2136472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -2136477.000000 Penalty: 2960.391846
	Iteration 27Q: 3 clusters Score -2136477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -2136477.500000 Penalty: 2960.391846
	Iteration 28Q: 3 clusters Score -2136478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -2136480.500000 Penalty: 2960.391846
	Iteration 29Q: 3 clusters Score -2136480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -2136480.500000 Penalty: 2960.391846
	Iteration 30Q: 3 clusters Score -2136480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -2136480.500000 Penalty: 2960.391846
	Iteration 31F: 3 clusters Score -2136480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Entering Unmasked Estep 
Score: -981103.625000 Penalty: 1366.364624
	Iteration 0F: 2 clusters Score -981103.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -974528.125000 Penalty: 2732.729248
	Iteration 0F: 3 clusters Score -974528.1 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -976706.312500 Penalty: 2732.729248
	Iteration 1F: 3 clusters Score -976706.3 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -977063.000000 Penalty: 2732.729248
	Iteration 2F: 3 clusters Score -977063 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -977363.375000 Penalty: 2732.729248
	Iteration 3F: 3 clusters Score -977363.4 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -977605.187500 Penalty: 2732.729248
	Iteration 4Q: 3 clusters Score -977605.2 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -977817.937500 Penalty: 2732.729248
	Iteration 5Q: 3 clusters Score -977817.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -978034.937500 Penalty: 2732.729248
	Iteration 6Q: 3 clusters Score -978034.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -978237.187500 Penalty: 2732.729248
	Iteration 7Q: 3 clusters Score -978237.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -978403.437500 Penalty: 2732.729248
	Iteration 8Q: 3 clusters Score -978403.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -978579.937500 Penalty: 2732.729248
	Iteration 9Q: 3 clusters Score -978579.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -978754.687500 Penalty: 2732.729248
	Iteration 10Q: 3 clusters Score -978754.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -978982.625000 Penalty: 2732.729248
	Iteration 11Q: 3 clusters Score -978982.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -979248.812500 Penalty: 2732.729248
	Iteration 12Q: 3 clusters Score -979248.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -979499.125000 Penalty: 2732.729248
	Iteration 13Q: 3 clusters Score -979499.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -979726.937500 Penalty: 2732.729248
	Iteration 14Q: 3 clusters Score -979726.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -979935.062500 Penalty: 2732.729248
	Iteration 15Q: 3 clusters Score -979935.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -980114.750000 Penalty: 2732.729248
	Iteration 16Q: 3 clusters Score -980114.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -980259.312500 Penalty: 2732.729248
	Iteration 17Q: 3 clusters Score -980259.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -980397.500000 Penalty: 2732.729248
	Iteration 18Q: 3 clusters Score -980397.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -980543.250000 Penalty: 2732.729248
	Iteration 19Q: 3 clusters Score -980543.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -980673.062500 Penalty: 2732.729248
	Iteration 20F: 3 clusters Score -980673.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -980783.000000 Penalty: 2732.729248
	Iteration 21Q: 3 clusters Score -980783 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -980867.750000 Penalty: 2732.729248
	Iteration 22Q: 3 clusters Score -980867.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -980936.875000 Penalty: 2732.729248
	Iteration 23Q: 3 clusters Score -980936.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -980983.437500 Penalty: 2732.729248
	Iteration 24Q: 3 clusters Score -980983.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -981016.375000 Penalty: 2732.729248
	Iteration 25Q: 3 clusters Score -981016.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -981035.000000 Penalty: 2732.729248
	Iteration 26Q: 3 clusters Score -981035 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -981049.375000 Penalty: 2732.729248
	Iteration 27Q: 3 clusters Score -981049.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -981061.187500 Penalty: 2732.729248
	Iteration 28Q: 3 clusters Score -981061.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -981072.500000 Penalty: 2732.729248
	Iteration 29Q: 3 clusters Score -981072.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -981076.875000 Penalty: 2732.729248
	Iteration 30Q: 3 clusters Score -981076.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -981080.312500 Penalty: 2732.729248
	Iteration 31Q: 3 clusters Score -981080.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -981083.125000 Penalty: 2732.729248
	Iteration 32Q: 3 clusters Score -981083.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -981084.500000 Penalty: 2732.729248
	Iteration 33Q: 3 clusters Score -981084.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -981085.562500 Penalty: 2732.729248
	Iteration 34Q: 3 clusters Score -981085.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -981089.000000 Penalty: 2732.729248
	Iteration 35Q: 3 clusters Score -981089 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -981091.125000 Penalty: 2732.729248
	Iteration 36Q: 3 clusters Score -981091.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -981093.625000 Penalty: 2732.729248
	Iteration 37Q: 3 clusters Score -981093.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -981097.062500 Penalty: 2732.729248
	Iteration 38Q: 3 clusters Score -981097.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -981096.875000 Penalty: 2732.729248
	Iteration 39Q: 3 clusters Score -981096.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -981096.875000 Penalty: 2732.729248
	Iteration 40F: 3 clusters Score -981096.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (22445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Entering Unmasked Estep 
Score: -2273567.500000 Penalty: 1490.801025
	Iteration 0F: 2 clusters Score -2273568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -2258995.500000 Penalty: 2981.602051
	Iteration 0F: 3 clusters Score -2258996 nChanged 9831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -2264346.000000 Penalty: 2981.602051
	Iteration 1F: 3 clusters Score -2264346 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -2264844.000000 Penalty: 2981.602051
	Iteration 2F: 3 clusters Score -2264844 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -2265307.500000 Penalty: 2981.602051
	Iteration 3F: 3 clusters Score -2265308 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -2265749.250000 Penalty: 2981.602051
	Iteration 4Q: 3 clusters Score -2265749 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -2266201.750000 Penalty: 2981.602051
	Iteration 5Q: 3 clusters Score -2266202 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -2266711.000000 Penalty: 2981.602051
	Iteration 6Q: 3 clusters Score -2266711 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -2267332.750000 Penalty: 2981.602051
	Iteration 7Q: 3 clusters Score -2267333 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -2267975.250000 Penalty: 2981.602051
	Iteration 8Q: 3 clusters Score -2267975 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -2268662.000000 Penalty: 2981.602051
	Iteration 9Q: 3 clusters Score -2268662 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -2269386.500000 Penalty: 2981.602051
	Iteration 10Q: 3 clusters Score -2269386 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -2270065.750000 Penalty: 2981.602051
	Iteration 11Q: 3 clusters Score -2270066 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -2270669.750000 Penalty: 2981.602051
	Iteration 12Q: 3 clusters Score -2270670 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -2271142.500000 Penalty: 2981.602051
	Iteration 13Q: 3 clusters Score -2271142 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2271527.000000 Penalty: 2981.602051
	Iteration 14Q: 3 clusters Score -2271527 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2271812.500000 Penalty: 2981.602051
	Iteration 15Q: 3 clusters Score -2271812 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2272044.500000 Penalty: 2981.602051
	Iteration 16Q: 3 clusters Score -2272044 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2272169.750000 Penalty: 2981.602051
	Iteration 17Q: 3 clusters Score -2272170 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2272246.750000 Penalty: 2981.602051
	Iteration 18Q: 3 clusters Score -2272247 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2272301.750000 Penalty: 2981.602051
	Iteration 19Q: 3 clusters Score -2272302 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2272334.500000 Penalty: 2981.602051
	Iteration 20F: 3 clusters Score -2272334 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2272353.500000 Penalty: 2981.602051
	Iteration 21Q: 3 clusters Score -2272354 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2272360.500000 Penalty: 2981.602051
	Iteration 22Q: 3 clusters Score -2272360 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2272376.000000 Penalty: 2981.602051
	Iteration 23Q: 3 clusters Score -2272376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21930 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2272382.250000 Penalty: 2981.602051
	Iteration 24Q: 3 clusters Score -2272382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2272391.500000 Penalty: 2981.602051
	Iteration 25Q: 3 clusters Score -2272392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2272393.000000 Penalty: 2981.602051
	Iteration 26Q: 3 clusters Score -2272393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2272399.750000 Penalty: 2981.602051
	Iteration 27Q: 3 clusters Score -2272400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2272401.500000 Penalty: 2981.602051
	Iteration 28Q: 3 clusters Score -2272402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2272408.750000 Penalty: 2981.602051
	Iteration 29Q: 3 clusters Score -2272409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21967 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2272413.750000 Penalty: 2981.602051
	Iteration 30Q: 3 clusters Score -2272414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2272417.750000 Penalty: 2981.602051
	Iteration 31Q: 3 clusters Score -2272418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2272419.000000 Penalty: 2981.602051
	Iteration 32Q: 3 clusters Score -2272419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2272423.500000 Penalty: 2981.602051
	Iteration 33Q: 3 clusters Score -2272424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2272433.500000 Penalty: 2981.602051
	Iteration 34Q: 3 clusters Score -2272434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2272440.750000 Penalty: 2981.602051
	Iteration 35Q: 3 clusters Score -2272441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21991 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2272446.500000 Penalty: 2981.602051
	Iteration 36Q: 3 clusters Score -2272446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2272448.250000 Penalty: 2981.602051
	Iteration 37Q: 3 clusters Score -2272448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2272452.250000 Penalty: 2981.602051
	Iteration 38Q: 3 clusters Score -2272452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2272456.500000 Penalty: 2981.602051
	Iteration 39Q: 3 clusters Score -2272456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2272457.500000 Penalty: 2981.602051
	Iteration 40F: 3 clusters Score -2272458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2272457.500000 Penalty: 2981.602051
	Iteration 41Q: 3 clusters Score -2272458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2272458.750000 Penalty: 2981.602051
	Iteration 42Q: 3 clusters Score -2272459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2272460.250000 Penalty: 2981.602051
	Iteration 43Q: 3 clusters Score -2272460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2272461.250000 Penalty: 2981.602051
	Iteration 44Q: 3 clusters Score -2272461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2272463.750000 Penalty: 2981.602051
	Iteration 45Q: 3 clusters Score -2272464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2272461.750000 Penalty: 2981.602051
	Iteration 46Q: 3 clusters Score -2272462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2272462.750000 Penalty: 2981.602051
	Iteration 47Q: 3 clusters Score -2272463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2272464.000000 Penalty: 2981.602051
	Iteration 48Q: 3 clusters Score -2272464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22025 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2272465.250000 Penalty: 2981.602051
	Iteration 49Q: 3 clusters Score -2272465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2272463.750000 Penalty: 2981.602051
	Iteration 50Q: 3 clusters Score -2272464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2272461.500000 Penalty: 2981.602051
	Iteration 51Q: 3 clusters Score -2272462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22025 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2272462.250000 Penalty: 2981.602051
	Iteration 52Q: 3 clusters Score -2272462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22025 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2272462.250000 Penalty: 2981.602051
	Iteration 53F: 3 clusters Score -2272462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (14834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Entering Unmasked Estep 
Score: -1540492.250000 Penalty: 1429.176025
	Iteration 0F: 2 clusters Score -1540492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1530692.625000 Penalty: 2858.352051
	Iteration 0F: 3 clusters Score -1530693 nChanged 6412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1534133.125000 Penalty: 2858.352051
	Iteration 1F: 3 clusters Score -1534133 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1534549.625000 Penalty: 2858.352051
	Iteration 2F: 3 clusters Score -1534550 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1534839.625000 Penalty: 2858.352051
	Iteration 3Q: 3 clusters Score -1534840 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1535106.125000 Penalty: 2858.352051
	Iteration 4Q: 3 clusters Score -1535106 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1535450.000000 Penalty: 2858.352051
	Iteration 5Q: 3 clusters Score -1535450 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1535872.875000 Penalty: 2858.352051
	Iteration 6Q: 3 clusters Score -1535873 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1536373.625000 Penalty: 2858.352051
	Iteration 7F: 3 clusters Score -1536374 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1536923.875000 Penalty: 2858.352051
	Iteration 8F: 3 clusters Score -1536924 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1537523.625000 Penalty: 2858.352051
	Iteration 9F: 3 clusters Score -1537524 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1538088.500000 Penalty: 2858.352051
	Iteration 10F: 3 clusters Score -1538088 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1538607.000000 Penalty: 2858.352051
	Iteration 11Q: 3 clusters Score -1538607 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1538974.625000 Penalty: 2858.352051
	Iteration 12Q: 3 clusters Score -1538975 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1539195.000000 Penalty: 2858.352051
	Iteration 13Q: 3 clusters Score -1539195 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1539334.875000 Penalty: 2858.352051
	Iteration 14Q: 3 clusters Score -1539335 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1539414.375000 Penalty: 2858.352051
	Iteration 15Q: 3 clusters Score -1539414 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1539467.250000 Penalty: 2858.352051
	Iteration 16Q: 3 clusters Score -1539467 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1539506.250000 Penalty: 2858.352051
	Iteration 17Q: 3 clusters Score -1539506 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1539534.750000 Penalty: 2858.352051
	Iteration 18Q: 3 clusters Score -1539535 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1539554.125000 Penalty: 2858.352051
	Iteration 19Q: 3 clusters Score -1539554 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1539569.875000 Penalty: 2858.352051
	Iteration 20F: 3 clusters Score -1539570 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1539575.000000 Penalty: 2858.352051
	Iteration 21Q: 3 clusters Score -1539575 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1539581.500000 Penalty: 2858.352051
	Iteration 22Q: 3 clusters Score -1539582 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1539586.250000 Penalty: 2858.352051
	Iteration 23Q: 3 clusters Score -1539586 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1539588.250000 Penalty: 2858.352051
	Iteration 24Q: 3 clusters Score -1539588 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1539585.500000 Penalty: 2858.352051
	Iteration 25Q: 3 clusters Score -1539586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1539586.000000 Penalty: 2858.352051
	Iteration 26Q: 3 clusters Score -1539586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1539585.250000 Penalty: 2858.352051
	Iteration 27Q: 3 clusters Score -1539585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1539586.250000 Penalty: 2858.352051
	Iteration 28Q: 3 clusters Score -1539586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1539588.000000 Penalty: 2858.352051
	Iteration 29Q: 3 clusters Score -1539588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1539589.750000 Penalty: 2858.352051
	Iteration 30Q: 3 clusters Score -1539590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1539588.750000 Penalty: 2858.352051
	Iteration 31Q: 3 clusters Score -1539589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1539590.500000 Penalty: 2858.352051
	Iteration 32Q: 3 clusters Score -1539590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1539590.500000 Penalty: 2858.352051
	Iteration 33F: 3 clusters Score -1539590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Entering Unmasked Estep 
Score: -1033028.250000 Penalty: 1380.078857
	Iteration 0F: 2 clusters Score -1033028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1025839.500000 Penalty: 2760.157715
	Iteration 0F: 3 clusters Score -1025840 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1028194.500000 Penalty: 2760.157715
	Iteration 1F: 3 clusters Score -1028194 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1028481.062500 Penalty: 2760.157715
	Iteration 2F: 3 clusters Score -1028481 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1028724.125000 Penalty: 2760.157715
	Iteration 3Q: 3 clusters Score -1028724 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1028963.750000 Penalty: 2760.157715
	Iteration 4Q: 3 clusters Score -1028964 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1029192.875000 Penalty: 2760.157715
	Iteration 5Q: 3 clusters Score -1029193 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1029452.312500 Penalty: 2760.157715
	Iteration 6Q: 3 clusters Score -1029452 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1029743.500000 Penalty: 2760.157715
	Iteration 7Q: 3 clusters Score -1029744 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1030058.312500 Penalty: 2760.157715
	Iteration 8Q: 3 clusters Score -1030058 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1030323.750000 Penalty: 2760.157715
	Iteration 9Q: 3 clusters Score -1030324 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1030546.125000 Penalty: 2760.157715
	Iteration 10Q: 3 clusters Score -1030546 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1030722.625000 Penalty: 2760.157715
	Iteration 11Q: 3 clusters Score -1030723 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1030869.437500 Penalty: 2760.157715
	Iteration 12Q: 3 clusters Score -1030869 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1031016.125000 Penalty: 2760.157715
	Iteration 13Q: 3 clusters Score -1031016 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1031146.625000 Penalty: 2760.157715
	Iteration 14Q: 3 clusters Score -1031147 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1031247.500000 Penalty: 2760.157715
	Iteration 15Q: 3 clusters Score -1031248 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1031334.500000 Penalty: 2760.157715
	Iteration 16Q: 3 clusters Score -1031334 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1031402.750000 Penalty: 2760.157715
	Iteration 17Q: 3 clusters Score -1031403 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1031462.437500 Penalty: 2760.157715
	Iteration 18Q: 3 clusters Score -1031462 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1031532.312500 Penalty: 2760.157715
	Iteration 19Q: 3 clusters Score -1031532 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1031588.812500 Penalty: 2760.157715
	Iteration 20F: 3 clusters Score -1031589 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1031645.875000 Penalty: 2760.157715
	Iteration 21Q: 3 clusters Score -1031646 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1031688.625000 Penalty: 2760.157715
	Iteration 22Q: 3 clusters Score -1031689 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1031732.125000 Penalty: 2760.157715
	Iteration 23Q: 3 clusters Score -1031732 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1031775.500000 Penalty: 2760.157715
	Iteration 24Q: 3 clusters Score -1031776 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1031815.250000 Penalty: 2760.157715
	Iteration 25Q: 3 clusters Score -1031815 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1031862.625000 Penalty: 2760.157715
	Iteration 26Q: 3 clusters Score -1031863 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1031900.687500 Penalty: 2760.157715
	Iteration 27Q: 3 clusters Score -1031901 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1031932.812500 Penalty: 2760.157715
	Iteration 28Q: 3 clusters Score -1031933 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1031959.062500 Penalty: 2760.157715
	Iteration 29Q: 3 clusters Score -1031959 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1031980.687500 Penalty: 2760.157715
	Iteration 30Q: 3 clusters Score -1031981 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1031999.312500 Penalty: 2760.157715
	Iteration 31Q: 3 clusters Score -1031999 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1032013.125000 Penalty: 2760.157715
	Iteration 32Q: 3 clusters Score -1032013 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1032026.312500 Penalty: 2760.157715
	Iteration 33Q: 3 clusters Score -1032026 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1032044.500000 Penalty: 2760.157715
	Iteration 34Q: 3 clusters Score -1032044 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1032059.125000 Penalty: 2760.157715
	Iteration 35Q: 3 clusters Score -1032059 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1032071.437500 Penalty: 2760.157715
	Iteration 36Q: 3 clusters Score -1032071 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1032081.875000 Penalty: 2760.157715
	Iteration 37Q: 3 clusters Score -1032082 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1032087.625000 Penalty: 2760.157715
	Iteration 38Q: 3 clusters Score -1032088 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1032089.687500 Penalty: 2760.157715
	Iteration 39Q: 3 clusters Score -1032090 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1032094.187500 Penalty: 2760.157715
	Iteration 40F: 3 clusters Score -1032094 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1032098.062500 Penalty: 2760.157715
	Iteration 41Q: 3 clusters Score -1032098 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1032099.062500 Penalty: 2760.157715
	Iteration 42Q: 3 clusters Score -1032099 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1032101.375000 Penalty: 2760.157715
	Iteration 43Q: 3 clusters Score -1032101 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1032105.375000 Penalty: 2760.157715
	Iteration 44Q: 3 clusters Score -1032105 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1032106.500000 Penalty: 2760.157715
	Iteration 45Q: 3 clusters Score -1032106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1032109.250000 Penalty: 2760.157715
	Iteration 46Q: 3 clusters Score -1032109 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1032110.500000 Penalty: 2760.157715
	Iteration 47Q: 3 clusters Score -1032110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1032114.062500 Penalty: 2760.157715
	Iteration 48Q: 3 clusters Score -1032114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1032119.062500 Penalty: 2760.157715
	Iteration 49Q: 3 clusters Score -1032119 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1032122.562500 Penalty: 2760.157715
	Iteration 50Q: 3 clusters Score -1032123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1032122.687500 Penalty: 2760.157715
	Iteration 51Q: 3 clusters Score -1032123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1032125.625000 Penalty: 2760.157715
	Iteration 52Q: 3 clusters Score -1032126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1032125.625000 Penalty: 2760.157715
	Iteration 53F: 3 clusters Score -1032126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Entering Unmasked Estep 
Score: -369342.343750 Penalty: 1229.161377
	Iteration 0F: 2 clusters Score -369342.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -366364.593750 Penalty: 2458.322754
	Iteration 0F: 3 clusters Score -366364.6 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -367312.093750 Penalty: 2458.322754
	Iteration 1F: 3 clusters Score -367312.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -367538.500000 Penalty: 2458.322754
	Iteration 2F: 3 clusters Score -367538.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -367668.656250 Penalty: 2458.322754
	Iteration 3Q: 3 clusters Score -367668.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -367764.593750 Penalty: 2458.322754
	Iteration 4Q: 3 clusters Score -367764.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -367867.125000 Penalty: 2458.322754
	Iteration 5Q: 3 clusters Score -367867.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -367953.812500 Penalty: 2458.322754
	Iteration 6Q: 3 clusters Score -367953.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -368026.968750 Penalty: 2458.322754
	Iteration 7Q: 3 clusters Score -368027 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -368085.656250 Penalty: 2458.322754
	Iteration 8Q: 3 clusters Score -368085.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -368146.843750 Penalty: 2458.322754
	Iteration 9Q: 3 clusters Score -368146.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -368191.843750 Penalty: 2458.322754
	Iteration 10Q: 3 clusters Score -368191.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -368229.281250 Penalty: 2458.322754
	Iteration 11Q: 3 clusters Score -368229.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -368257.968750 Penalty: 2458.322754
	Iteration 12Q: 3 clusters Score -368258 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -368285.437500 Penalty: 2458.322754
	Iteration 13Q: 3 clusters Score -368285.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -368311.593750 Penalty: 2458.322754
	Iteration 14Q: 3 clusters Score -368311.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -368336.000000 Penalty: 2458.322754
	Iteration 15Q: 3 clusters Score -368336 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -368359.062500 Penalty: 2458.322754
	Iteration 16Q: 3 clusters Score -368359.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -368385.031250 Penalty: 2458.322754
	Iteration 17Q: 3 clusters Score -368385 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -368405.875000 Penalty: 2458.322754
	Iteration 18Q: 3 clusters Score -368405.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -368422.875000 Penalty: 2458.322754
	Iteration 19Q: 3 clusters Score -368422.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -368439.437500 Penalty: 2458.322754
	Iteration 20F: 3 clusters Score -368439.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -368450.531250 Penalty: 2458.322754
	Iteration 21Q: 3 clusters Score -368450.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -368461.187500 Penalty: 2458.322754
	Iteration 22Q: 3 clusters Score -368461.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -368470.812500 Penalty: 2458.322754
	Iteration 23Q: 3 clusters Score -368470.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -368483.906250 Penalty: 2458.322754
	Iteration 24Q: 3 clusters Score -368483.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -368499.812500 Penalty: 2458.322754
	Iteration 25Q: 3 clusters Score -368499.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -368507.281250 Penalty: 2458.322754
	Iteration 26Q: 3 clusters Score -368507.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -368517.625000 Penalty: 2458.322754
	Iteration 27Q: 3 clusters Score -368517.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -368526.968750 Penalty: 2458.322754
	Iteration 28Q: 3 clusters Score -368527 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -368537.593750 Penalty: 2458.322754
	Iteration 29Q: 3 clusters Score -368537.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -368548.343750 Penalty: 2458.322754
	Iteration 30Q: 3 clusters Score -368548.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -368556.812500 Penalty: 2458.322754
	Iteration 31Q: 3 clusters Score -368556.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -368563.843750 Penalty: 2458.322754
	Iteration 32Q: 3 clusters Score -368563.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -368569.062500 Penalty: 2458.322754
	Iteration 33Q: 3 clusters Score -368569.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -368570.031250 Penalty: 2458.322754
	Iteration 34Q: 3 clusters Score -368570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -368571.343750 Penalty: 2458.322754
	Iteration 35Q: 3 clusters Score -368571.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -368573.500000 Penalty: 2458.322754
	Iteration 36Q: 3 clusters Score -368573.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -368578.062500 Penalty: 2458.322754
	Iteration 37Q: 3 clusters Score -368578.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -368579.843750 Penalty: 2458.322754
	Iteration 38Q: 3 clusters Score -368579.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -368583.718750 Penalty: 2458.322754
	Iteration 39Q: 3 clusters Score -368583.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -368587.062500 Penalty: 2458.322754
	Iteration 40F: 3 clusters Score -368587.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -368589.312500 Penalty: 2458.322754
	Iteration 41Q: 3 clusters Score -368589.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -368593.375000 Penalty: 2458.322754
	Iteration 42Q: 3 clusters Score -368593.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -368597.781250 Penalty: 2458.322754
	Iteration 43Q: 3 clusters Score -368597.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -368603.156250 Penalty: 2458.322754
	Iteration 44Q: 3 clusters Score -368603.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -368606.187500 Penalty: 2458.322754
	Iteration 45Q: 3 clusters Score -368606.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -368606.843750 Penalty: 2458.322754
	Iteration 46Q: 3 clusters Score -368606.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -368606.843750 Penalty: 2458.322754
	Iteration 47F: 3 clusters Score -368606.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (51993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51993 members 
Entering Unmasked Estep 
Score: -5204315.500000 Penalty: 1615.799072
	Iteration 0F: 2 clusters Score -5204316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25909 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -5170514.000000 Penalty: 3231.598145
	Iteration 0F: 3 clusters Score -5170514 nChanged 24011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25124 members 
Mstep: Class 2 contains 26869 members 
Entering Unmasked Estep 
Score: -5183989.500000 Penalty: 3231.598145
	Iteration 1F: 3 clusters Score -5183990 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 27326 members 
Entering Unmasked Estep 
Score: -5184620.000000 Penalty: 3231.598145
	Iteration 2Q: 3 clusters Score -5184620 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 27905 members 
Entering Unmasked Estep 
Score: -5185244.000000 Penalty: 3231.598145
	Iteration 3Q: 3 clusters Score -5185244 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 28615 members 
Entering Unmasked Estep 
Score: -5185945.000000 Penalty: 3231.598145
	Iteration 4Q: 3 clusters Score -5185945 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 29584 members 
Entering Unmasked Estep 
Score: -5186702.000000 Penalty: 3231.598145
	Iteration 5Q: 3 clusters Score -5186702 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 30857 members 
Entering Unmasked Estep 
Score: -5187688.000000 Penalty: 3231.598145
	Iteration 6Q: 3 clusters Score -5187688 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 32432 members 
Entering Unmasked Estep 
Score: -5188962.000000 Penalty: 3231.598145
	Iteration 7Q: 3 clusters Score -5188962 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 34355 members 
Entering Unmasked Estep 
Score: -5190769.000000 Penalty: 3231.598145
	Iteration 8F: 3 clusters Score -5190769 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 36555 members 
Entering Unmasked Estep 
Score: -5192798.500000 Penalty: 3231.598145
	Iteration 9F: 3 clusters Score -5192798 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 38770 members 
Entering Unmasked Estep 
Score: -5194689.500000 Penalty: 3231.598145
	Iteration 10F: 3 clusters Score -5194690 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 40767 members 
Entering Unmasked Estep 
Score: -5196375.500000 Penalty: 3231.598145
	Iteration 11Q: 3 clusters Score -5196376 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 42620 members 
Entering Unmasked Estep 
Score: -5197820.500000 Penalty: 3231.598145
	Iteration 12Q: 3 clusters Score -5197820 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 44252 members 
Entering Unmasked Estep 
Score: -5198939.000000 Penalty: 3231.598145
	Iteration 13Q: 3 clusters Score -5198939 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 45672 members 
Entering Unmasked Estep 
Score: -5199917.000000 Penalty: 3231.598145
	Iteration 14Q: 3 clusters Score -5199917 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 46899 members 
Entering Unmasked Estep 
Score: -5200745.500000 Penalty: 3231.598145
	Iteration 15Q: 3 clusters Score -5200746 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 47918 members 
Entering Unmasked Estep 
Score: -5201406.500000 Penalty: 3231.598145
	Iteration 16Q: 3 clusters Score -5201406 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 48667 members 
Entering Unmasked Estep 
Score: -5201893.000000 Penalty: 3231.598145
	Iteration 17Q: 3 clusters Score -5201893 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 49266 members 
Entering Unmasked Estep 
Score: -5202254.500000 Penalty: 3231.598145
	Iteration 18Q: 3 clusters Score -5202254 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 49697 members 
Entering Unmasked Estep 
Score: -5202459.000000 Penalty: 3231.598145
	Iteration 19Q: 3 clusters Score -5202459 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 50002 members 
Entering Unmasked Estep 
Score: -5202613.500000 Penalty: 3231.598145
	Iteration 20F: 3 clusters Score -5202614 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 50227 members 
Entering Unmasked Estep 
Score: -5202749.500000 Penalty: 3231.598145
	Iteration 21Q: 3 clusters Score -5202750 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 50394 members 
Entering Unmasked Estep 
Score: -5202837.500000 Penalty: 3231.598145
	Iteration 22Q: 3 clusters Score -5202838 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 50510 members 
Entering Unmasked Estep 
Score: -5202895.000000 Penalty: 3231.598145
	Iteration 23Q: 3 clusters Score -5202895 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 50613 members 
Entering Unmasked Estep 
Score: -5202953.000000 Penalty: 3231.598145
	Iteration 24Q: 3 clusters Score -5202953 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 50682 members 
Entering Unmasked Estep 
Score: -5202997.000000 Penalty: 3231.598145
	Iteration 25Q: 3 clusters Score -5202997 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 50749 members 
Entering Unmasked Estep 
Score: -5203025.500000 Penalty: 3231.598145
	Iteration 26Q: 3 clusters Score -5203026 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 50814 members 
Entering Unmasked Estep 
Score: -5203064.500000 Penalty: 3231.598145
	Iteration 27Q: 3 clusters Score -5203064 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 50866 members 
Entering Unmasked Estep 
Score: -5203096.500000 Penalty: 3231.598145
	Iteration 28Q: 3 clusters Score -5203096 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 50902 members 
Entering Unmasked Estep 
Score: -5203113.000000 Penalty: 3231.598145
	Iteration 29Q: 3 clusters Score -5203113 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 50930 members 
Entering Unmasked Estep 
Score: -5203141.000000 Penalty: 3231.598145
	Iteration 30Q: 3 clusters Score -5203141 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 50959 members 
Entering Unmasked Estep 
Score: -5203159.000000 Penalty: 3231.598145
	Iteration 31Q: 3 clusters Score -5203159 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 50990 members 
Entering Unmasked Estep 
Score: -5203181.500000 Penalty: 3231.598145
	Iteration 32Q: 3 clusters Score -5203182 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 51015 members 
Entering Unmasked Estep 
Score: -5203192.500000 Penalty: 3231.598145
	Iteration 33Q: 3 clusters Score -5203192 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 51032 members 
Entering Unmasked Estep 
Score: -5203207.500000 Penalty: 3231.598145
	Iteration 34Q: 3 clusters Score -5203208 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 51055 members 
Entering Unmasked Estep 
Score: -5203217.000000 Penalty: 3231.598145
	Iteration 35Q: 3 clusters Score -5203217 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 51071 members 
Entering Unmasked Estep 
Score: -5203228.000000 Penalty: 3231.598145
	Iteration 36Q: 3 clusters Score -5203228 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 51087 members 
Entering Unmasked Estep 
Score: -5203243.000000 Penalty: 3231.598145
	Iteration 37Q: 3 clusters Score -5203243 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 51109 members 
Entering Unmasked Estep 
Score: -5203254.500000 Penalty: 3231.598145
	Iteration 38Q: 3 clusters Score -5203254 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 51126 members 
Entering Unmasked Estep 
Score: -5203268.500000 Penalty: 3231.598145
	Iteration 39Q: 3 clusters Score -5203268 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 51138 members 
Entering Unmasked Estep 
Score: -5203285.500000 Penalty: 3231.598145
	Iteration 40F: 3 clusters Score -5203286 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 51152 members 
Entering Unmasked Estep 
Score: -5203298.000000 Penalty: 3231.598145
	Iteration 41Q: 3 clusters Score -5203298 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 51162 members 
Entering Unmasked Estep 
Score: -5203306.500000 Penalty: 3231.598145
	Iteration 42Q: 3 clusters Score -5203306 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 51177 members 
Entering Unmasked Estep 
Score: -5203313.500000 Penalty: 3231.598145
	Iteration 43Q: 3 clusters Score -5203314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 51179 members 
Entering Unmasked Estep 
Score: -5203318.000000 Penalty: 3231.598145
	Iteration 44Q: 3 clusters Score -5203318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 51183 members 
Entering Unmasked Estep 
Score: -5203317.000000 Penalty: 3231.598145
	Iteration 45Q: 3 clusters Score -5203317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 51184 members 
Entering Unmasked Estep 
Score: -5203317.500000 Penalty: 3231.598145
	Iteration 46Q: 3 clusters Score -5203318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 51183 members 
Entering Unmasked Estep 
Score: -5203317.500000 Penalty: 3231.598145
	Iteration 47Q: 3 clusters Score -5203318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 51186 members 
Entering Unmasked Estep 
Score: -5203321.500000 Penalty: 3231.598145
	Iteration 48Q: 3 clusters Score -5203322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 51187 members 
Entering Unmasked Estep 
Score: -5203319.000000 Penalty: 3231.598145
	Iteration 49Q: 3 clusters Score -5203319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 51190 members 
Entering Unmasked Estep 
Score: -5203324.000000 Penalty: 3231.598145
	Iteration 50Q: 3 clusters Score -5203324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 51191 members 
Entering Unmasked Estep 
Score: -5203326.500000 Penalty: 3231.598145
	Iteration 51Q: 3 clusters Score -5203326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 51194 members 
Entering Unmasked Estep 
Score: -5203327.000000 Penalty: 3231.598145
	Iteration 52Q: 3 clusters Score -5203327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 51193 members 
Entering Unmasked Estep 
Score: -5203328.000000 Penalty: 3231.598145
	Iteration 53Q: 3 clusters Score -5203328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 51193 members 
Entering Unmasked Estep 
Score: -5203328.000000 Penalty: 3231.598145
	Iteration 54F: 3 clusters Score -5203328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (200488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200488 members 
Entering Unmasked Estep 
Score: -20124862.000000 Penalty: 1816.626221
	Iteration 0F: 2 clusters Score -2.012486e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100469 members 
Mstep: Class 2 contains 100019 members 
Entering Unmasked Estep 
Score: -19991242.000000 Penalty: 3633.252441
	Iteration 0F: 3 clusters Score -1.999124e+07 nChanged 96440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104295 members 
Mstep: Class 2 contains 96193 members 
Entering Unmasked Estep 
Score: -20048300.000000 Penalty: 3633.252441
	Iteration 1F: 3 clusters Score -2.00483e+07 nChanged 6669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106286 members 
Mstep: Class 2 contains 94202 members 
Entering Unmasked Estep 
Score: -20050180.000000 Penalty: 3633.252441
	Iteration 2Q: 3 clusters Score -2.005018e+07 nChanged 7343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109265 members 
Mstep: Class 2 contains 91223 members 
Entering Unmasked Estep 
Score: -20052458.000000 Penalty: 3633.252441
	Iteration 3Q: 3 clusters Score -2.005246e+07 nChanged 8351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113578 members 
Mstep: Class 2 contains 86910 members 
Entering Unmasked Estep 
Score: -20055896.000000 Penalty: 3633.252441
	Iteration 4Q: 3 clusters Score -2.00559e+07 nChanged 9519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119731 members 
Mstep: Class 2 contains 80757 members 
Entering Unmasked Estep 
Score: -20060480.000000 Penalty: 3633.252441
	Iteration 5Q: 3 clusters Score -2.006048e+07 nChanged 11070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128197 members 
Mstep: Class 2 contains 72291 members 
Entering Unmasked Estep 
Score: -20066570.000000 Penalty: 3633.252441
	Iteration 6F: 3 clusters Score -2.006657e+07 nChanged 12503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138928 members 
Mstep: Class 2 contains 61560 members 
Entering Unmasked Estep 
Score: -20075318.000000 Penalty: 3633.252441
	Iteration 7F: 3 clusters Score -2.007532e+07 nChanged 13151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151033 members 
Mstep: Class 2 contains 49455 members 
Entering Unmasked Estep 
Score: -20085826.000000 Penalty: 3633.252441
	Iteration 8F: 3 clusters Score -2.008583e+07 nChanged 12423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162796 members 
Mstep: Class 2 contains 37692 members 
Entering Unmasked Estep 
Score: -20096478.000000 Penalty: 3633.252441
	Iteration 9F: 3 clusters Score -2.009648e+07 nChanged 10280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172648 members 
Mstep: Class 2 contains 27840 members 
Entering Unmasked Estep 
Score: -20105138.000000 Penalty: 3633.252441
	Iteration 10F: 3 clusters Score -2.010514e+07 nChanged 7676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180098 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -20111276.000000 Penalty: 3633.252441
	Iteration 11Q: 3 clusters Score -2.011128e+07 nChanged 5738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185746 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -20115546.000000 Penalty: 3633.252441
	Iteration 12Q: 3 clusters Score -2.011555e+07 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189859 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -20118492.000000 Penalty: 3633.252441
	Iteration 13Q: 3 clusters Score -2.011849e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192738 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -20120352.000000 Penalty: 3633.252441
	Iteration 14Q: 3 clusters Score -2.012035e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194668 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -20121518.000000 Penalty: 3633.252441
	Iteration 15Q: 3 clusters Score -2.012152e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196005 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -20122364.000000 Penalty: 3633.252441
	Iteration 16Q: 3 clusters Score -2.012236e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196881 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -20122932.000000 Penalty: 3633.252441
	Iteration 17Q: 3 clusters Score -2.012293e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197465 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -20123254.000000 Penalty: 3633.252441
	Iteration 18Q: 3 clusters Score -2.012325e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197832 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -20123418.000000 Penalty: 3633.252441
	Iteration 19Q: 3 clusters Score -2.012342e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198080 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -20123536.000000 Penalty: 3633.252441
	Iteration 20F: 3 clusters Score -2.012354e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198257 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -20123648.000000 Penalty: 3633.252441
	Iteration 21Q: 3 clusters Score -2.012365e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198390 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -20123694.000000 Penalty: 3633.252441
	Iteration 22Q: 3 clusters Score -2.012369e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198471 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -20123752.000000 Penalty: 3633.252441
	Iteration 23Q: 3 clusters Score -2.012375e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198536 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -20123756.000000 Penalty: 3633.252441
	Iteration 24Q: 3 clusters Score -2.012376e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198582 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -20123816.000000 Penalty: 3633.252441
	Iteration 25Q: 3 clusters Score -2.012382e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198600 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -20123858.000000 Penalty: 3633.252441
	Iteration 26Q: 3 clusters Score -2.012386e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198649 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -20123926.000000 Penalty: 3633.252441
	Iteration 27Q: 3 clusters Score -2.012393e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198679 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -20123960.000000 Penalty: 3633.252441
	Iteration 28Q: 3 clusters Score -2.012396e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198703 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -20123988.000000 Penalty: 3633.252441
	Iteration 29Q: 3 clusters Score -2.012399e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198707 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -20124014.000000 Penalty: 3633.252441
	Iteration 30Q: 3 clusters Score -2.012401e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198722 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -20124060.000000 Penalty: 3633.252441
	Iteration 31Q: 3 clusters Score -2.012406e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198731 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -20124086.000000 Penalty: 3633.252441
	Iteration 32Q: 3 clusters Score -2.012409e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198739 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -20124106.000000 Penalty: 3633.252441
	Iteration 33Q: 3 clusters Score -2.012411e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198751 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -20124136.000000 Penalty: 3633.252441
	Iteration 34Q: 3 clusters Score -2.012414e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198742 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -20124168.000000 Penalty: 3633.252441
	Iteration 35Q: 3 clusters Score -2.012417e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198742 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -20124164.000000 Penalty: 3633.252441
	Iteration 36Q: 3 clusters Score -2.012416e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198744 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -20124198.000000 Penalty: 3633.252441
	Iteration 37Q: 3 clusters Score -2.01242e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198757 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -20124224.000000 Penalty: 3633.252441
	Iteration 38Q: 3 clusters Score -2.012422e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198753 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -20124226.000000 Penalty: 3633.252441
	Iteration 39Q: 3 clusters Score -2.012423e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198748 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -20124238.000000 Penalty: 3633.252441
	Iteration 40F: 3 clusters Score -2.012424e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198741 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -20124270.000000 Penalty: 3633.252441
	Iteration 41Q: 3 clusters Score -2.012427e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198735 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -20124294.000000 Penalty: 3633.252441
	Iteration 42Q: 3 clusters Score -2.012429e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198718 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -20124300.000000 Penalty: 3633.252441
	Iteration 43Q: 3 clusters Score -2.01243e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198711 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -20124320.000000 Penalty: 3633.252441
	Iteration 44Q: 3 clusters Score -2.012432e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198704 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -20124324.000000 Penalty: 3633.252441
	Iteration 45Q: 3 clusters Score -2.012432e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198708 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -20124350.000000 Penalty: 3633.252441
	Iteration 46Q: 3 clusters Score -2.012435e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198710 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -20124380.000000 Penalty: 3633.252441
	Iteration 47Q: 3 clusters Score -2.012438e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198704 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -20124376.000000 Penalty: 3633.252441
	Iteration 48Q: 3 clusters Score -2.012438e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198709 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -20124386.000000 Penalty: 3633.252441
	Iteration 49Q: 3 clusters Score -2.012439e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198722 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -20124392.000000 Penalty: 3633.252441
	Iteration 50Q: 3 clusters Score -2.012439e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198725 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -20124396.000000 Penalty: 3633.252441
	Iteration 51Q: 3 clusters Score -2.01244e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198705 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -20124404.000000 Penalty: 3633.252441
	Iteration 52Q: 3 clusters Score -2.01244e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198700 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -20124408.000000 Penalty: 3633.252441
	Iteration 53Q: 3 clusters Score -2.012441e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198694 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -20124404.000000 Penalty: 3633.252441
	Iteration 54Q: 3 clusters Score -2.01244e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198695 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -20124404.000000 Penalty: 3633.252441
	Iteration 55Q: 3 clusters Score -2.01244e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198697 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -20124408.000000 Penalty: 3633.252441
	Iteration 56Q: 3 clusters Score -2.012441e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198691 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -20124402.000000 Penalty: 3633.252441
	Iteration 57Q: 3 clusters Score -2.01244e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198691 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -20124418.000000 Penalty: 3633.252441
	Iteration 58Q: 3 clusters Score -2.012442e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198693 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -20124438.000000 Penalty: 3633.252441
	Iteration 59Q: 3 clusters Score -2.012444e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198693 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -20124428.000000 Penalty: 3633.252441
	Iteration 60F: 3 clusters Score -2.012443e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198692 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -20124424.000000 Penalty: 3633.252441
	Iteration 61Q: 3 clusters Score -2.012442e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198686 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -20124418.000000 Penalty: 3633.252441
	Iteration 62Q: 3 clusters Score -2.012442e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198687 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -20124420.000000 Penalty: 3633.252441
	Iteration 63Q: 3 clusters Score -2.012442e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198687 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -20124426.000000 Penalty: 3633.252441
	Iteration 64Q: 3 clusters Score -2.012443e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198683 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -20124418.000000 Penalty: 3633.252441
	Iteration 65Q: 3 clusters Score -2.012442e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198681 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -20124420.000000 Penalty: 3633.252441
	Iteration 66Q: 3 clusters Score -2.012442e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198685 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -20124426.000000 Penalty: 3633.252441
	Iteration 67Q: 3 clusters Score -2.012443e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198683 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -20124430.000000 Penalty: 3633.252441
	Iteration 68Q: 3 clusters Score -2.012443e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198677 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -20124444.000000 Penalty: 3633.252441
	Iteration 69Q: 3 clusters Score -2.012444e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198681 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -20124462.000000 Penalty: 3633.252441
	Iteration 70Q: 3 clusters Score -2.012446e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198684 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -20124458.000000 Penalty: 3633.252441
	Iteration 71Q: 3 clusters Score -2.012446e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198679 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -20124456.000000 Penalty: 3633.252441
	Iteration 72Q: 3 clusters Score -2.012446e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198676 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -20124464.000000 Penalty: 3633.252441
	Iteration 73Q: 3 clusters Score -2.012446e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198672 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -20124478.000000 Penalty: 3633.252441
	Iteration 74Q: 3 clusters Score -2.012448e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198669 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -20124460.000000 Penalty: 3633.252441
	Iteration 75Q: 3 clusters Score -2.012446e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198666 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -20124456.000000 Penalty: 3633.252441
	Iteration 76Q: 3 clusters Score -2.012446e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198662 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -20124456.000000 Penalty: 3633.252441
	Iteration 77Q: 3 clusters Score -2.012446e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198656 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -20124456.000000 Penalty: 3633.252441
	Iteration 78Q: 3 clusters Score -2.012446e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198656 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -20124464.000000 Penalty: 3633.252441
	Iteration 79Q: 3 clusters Score -2.012446e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198651 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -20124476.000000 Penalty: 3633.252441
	Iteration 80F: 3 clusters Score -2.012448e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198646 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -20124490.000000 Penalty: 3633.252441
	Iteration 81Q: 3 clusters Score -2.012449e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198644 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -20124494.000000 Penalty: 3633.252441
	Iteration 82Q: 3 clusters Score -2.012449e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198650 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -20124492.000000 Penalty: 3633.252441
	Iteration 83Q: 3 clusters Score -2.012449e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198647 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -20124496.000000 Penalty: 3633.252441
	Iteration 84Q: 3 clusters Score -2.01245e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198648 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -20124496.000000 Penalty: 3633.252441
	Iteration 85Q: 3 clusters Score -2.01245e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198651 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -20124506.000000 Penalty: 3633.252441
	Iteration 86Q: 3 clusters Score -2.012451e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198652 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -20124500.000000 Penalty: 3633.252441
	Iteration 87Q: 3 clusters Score -2.01245e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198653 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -20124506.000000 Penalty: 3633.252441
	Iteration 88Q: 3 clusters Score -2.012451e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198661 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -20124502.000000 Penalty: 3633.252441
	Iteration 89Q: 3 clusters Score -2.01245e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198662 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -20124514.000000 Penalty: 3633.252441
	Iteration 90Q: 3 clusters Score -2.012451e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198661 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -20124506.000000 Penalty: 3633.252441
	Iteration 91Q: 3 clusters Score -2.012451e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198658 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -20124518.000000 Penalty: 3633.252441
	Iteration 92Q: 3 clusters Score -2.012452e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198661 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -20124514.000000 Penalty: 3633.252441
	Iteration 93Q: 3 clusters Score -2.012451e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198659 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -20124520.000000 Penalty: 3633.252441
	Iteration 94Q: 3 clusters Score -2.012452e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198655 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -20124528.000000 Penalty: 3633.252441
	Iteration 95Q: 3 clusters Score -2.012453e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198648 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -20124532.000000 Penalty: 3633.252441
	Iteration 96Q: 3 clusters Score -2.012453e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198645 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -20124538.000000 Penalty: 3633.252441
	Iteration 97Q: 3 clusters Score -2.012454e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198645 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -20124546.000000 Penalty: 3633.252441
	Iteration 98Q: 3 clusters Score -2.012455e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198647 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -20124550.000000 Penalty: 3633.252441
	Iteration 99Q: 3 clusters Score -2.012455e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198649 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -20124544.000000 Penalty: 3633.252441
	Iteration 100F: 3 clusters Score -2.012454e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198650 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -20124544.000000 Penalty: 3633.252441
	Iteration 101Q: 3 clusters Score -2.012454e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198650 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -20124544.000000 Penalty: 3633.252441
	Iteration 102F: 3 clusters Score -2.012454e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Entering Unmasked Estep 
Score: -263056.031250 Penalty: 1178.940308
	Iteration 0F: 2 clusters Score -263056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -260718.625000 Penalty: 2357.880615
	Iteration 0F: 3 clusters Score -260718.6 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -261293.500000 Penalty: 2357.880615
	Iteration 1F: 3 clusters Score -261293.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -261465.812500 Penalty: 2357.880615
	Iteration 2F: 3 clusters Score -261465.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -261592.296875 Penalty: 2357.880615
	Iteration 3F: 3 clusters Score -261592.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -261691.953125 Penalty: 2357.880615
	Iteration 4Q: 3 clusters Score -261692 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -261779.234375 Penalty: 2357.880615
	Iteration 5Q: 3 clusters Score -261779.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -261841.234375 Penalty: 2357.880615
	Iteration 6Q: 3 clusters Score -261841.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -261895.593750 Penalty: 2357.880615
	Iteration 7Q: 3 clusters Score -261895.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -261945.687500 Penalty: 2357.880615
	Iteration 8Q: 3 clusters Score -261945.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -262005.421875 Penalty: 2357.880615
	Iteration 9Q: 3 clusters Score -262005.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -262063.125000 Penalty: 2357.880615
	Iteration 10Q: 3 clusters Score -262063.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -262110.875000 Penalty: 2357.880615
	Iteration 11Q: 3 clusters Score -262110.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -262146.125000 Penalty: 2357.880615
	Iteration 12Q: 3 clusters Score -262146.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -262170.375000 Penalty: 2357.880615
	Iteration 13Q: 3 clusters Score -262170.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -262185.281250 Penalty: 2357.880615
	Iteration 14Q: 3 clusters Score -262185.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -262199.812500 Penalty: 2357.880615
	Iteration 15Q: 3 clusters Score -262199.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -262213.781250 Penalty: 2357.880615
	Iteration 16Q: 3 clusters Score -262213.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -262227.093750 Penalty: 2357.880615
	Iteration 17Q: 3 clusters Score -262227.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -262234.937500 Penalty: 2357.880615
	Iteration 18Q: 3 clusters Score -262234.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -262242.187500 Penalty: 2357.880615
	Iteration 19Q: 3 clusters Score -262242.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -262243.593750 Penalty: 2357.880615
	Iteration 20F: 3 clusters Score -262243.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -262245.156250 Penalty: 2357.880615
	Iteration 21Q: 3 clusters Score -262245.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -262248.093750 Penalty: 2357.880615
	Iteration 22Q: 3 clusters Score -262248.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -262250.750000 Penalty: 2357.880615
	Iteration 23Q: 3 clusters Score -262250.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -262252.031250 Penalty: 2357.880615
	Iteration 24Q: 3 clusters Score -262252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -262253.937500 Penalty: 2357.880615
	Iteration 25Q: 3 clusters Score -262253.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -262255.031250 Penalty: 2357.880615
	Iteration 26Q: 3 clusters Score -262255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -262255.031250 Penalty: 2357.880615
	Iteration 27F: 3 clusters Score -262255 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (11044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Entering Unmasked Estep 
Score: -1155845.250000 Penalty: 1385.274902
	Iteration 0F: 2 clusters Score -1155845 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 5468 members 
Entering Unmasked Estep 
Score: -1148529.000000 Penalty: 2770.549805
	Iteration 0F: 3 clusters Score -1148529 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1151135.625000 Penalty: 2770.549805
	Iteration 1F: 3 clusters Score -1151136 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1151522.750000 Penalty: 2770.549805
	Iteration 2F: 3 clusters Score -1151523 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1151826.000000 Penalty: 2770.549805
	Iteration 3F: 3 clusters Score -1151826 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1152051.125000 Penalty: 2770.549805
	Iteration 4Q: 3 clusters Score -1152051 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1152261.250000 Penalty: 2770.549805
	Iteration 5Q: 3 clusters Score -1152261 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1152470.750000 Penalty: 2770.549805
	Iteration 6Q: 3 clusters Score -1152471 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1152688.875000 Penalty: 2770.549805
	Iteration 7Q: 3 clusters Score -1152689 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1152898.375000 Penalty: 2770.549805
	Iteration 8Q: 3 clusters Score -1152898 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1153090.500000 Penalty: 2770.549805
	Iteration 9Q: 3 clusters Score -1153090 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1153254.375000 Penalty: 2770.549805
	Iteration 10Q: 3 clusters Score -1153254 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1153396.375000 Penalty: 2770.549805
	Iteration 11Q: 3 clusters Score -1153396 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1153513.875000 Penalty: 2770.549805
	Iteration 12Q: 3 clusters Score -1153514 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1153589.875000 Penalty: 2770.549805
	Iteration 13Q: 3 clusters Score -1153590 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1153662.000000 Penalty: 2770.549805
	Iteration 14Q: 3 clusters Score -1153662 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1153708.375000 Penalty: 2770.549805
	Iteration 15Q: 3 clusters Score -1153708 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1153737.250000 Penalty: 2770.549805
	Iteration 16Q: 3 clusters Score -1153737 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1153755.375000 Penalty: 2770.549805
	Iteration 17Q: 3 clusters Score -1153755 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1153774.500000 Penalty: 2770.549805
	Iteration 18Q: 3 clusters Score -1153774 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1153789.125000 Penalty: 2770.549805
	Iteration 19Q: 3 clusters Score -1153789 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1153801.750000 Penalty: 2770.549805
	Iteration 20F: 3 clusters Score -1153802 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1153810.125000 Penalty: 2770.549805
	Iteration 21Q: 3 clusters Score -1153810 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1153818.875000 Penalty: 2770.549805
	Iteration 22Q: 3 clusters Score -1153819 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1153824.000000 Penalty: 2770.549805
	Iteration 23Q: 3 clusters Score -1153824 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1153831.375000 Penalty: 2770.549805
	Iteration 24Q: 3 clusters Score -1153831 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1153833.625000 Penalty: 2770.549805
	Iteration 25Q: 3 clusters Score -1153834 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1153838.500000 Penalty: 2770.549805
	Iteration 26Q: 3 clusters Score -1153838 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1153837.000000 Penalty: 2770.549805
	Iteration 27Q: 3 clusters Score -1153837 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1153839.750000 Penalty: 2770.549805
	Iteration 28Q: 3 clusters Score -1153840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1153840.875000 Penalty: 2770.549805
	Iteration 29Q: 3 clusters Score -1153841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1153842.125000 Penalty: 2770.549805
	Iteration 30Q: 3 clusters Score -1153842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1153842.250000 Penalty: 2770.549805
	Iteration 31Q: 3 clusters Score -1153842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1153843.625000 Penalty: 2770.549805
	Iteration 32Q: 3 clusters Score -1153844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1153841.625000 Penalty: 2770.549805
	Iteration 33Q: 3 clusters Score -1153842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1153849.250000 Penalty: 2770.549805
	Iteration 34Q: 3 clusters Score -1153849 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1153849.375000 Penalty: 2770.549805
	Iteration 35Q: 3 clusters Score -1153849 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1153854.625000 Penalty: 2770.549805
	Iteration 36Q: 3 clusters Score -1153855 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1153858.125000 Penalty: 2770.549805
	Iteration 37Q: 3 clusters Score -1153858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1153857.500000 Penalty: 2770.549805
	Iteration 38Q: 3 clusters Score -1153858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1153859.500000 Penalty: 2770.549805
	Iteration 39Q: 3 clusters Score -1153860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1153861.125000 Penalty: 2770.549805
	Iteration 40F: 3 clusters Score -1153861 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1153861.750000 Penalty: 2770.549805
	Iteration 41Q: 3 clusters Score -1153862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1153863.250000 Penalty: 2770.549805
	Iteration 42Q: 3 clusters Score -1153863 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1153866.625000 Penalty: 2770.549805
	Iteration 43Q: 3 clusters Score -1153867 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1153872.375000 Penalty: 2770.549805
	Iteration 44Q: 3 clusters Score -1153872 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1153876.250000 Penalty: 2770.549805
	Iteration 45Q: 3 clusters Score -1153876 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1153877.750000 Penalty: 2770.549805
	Iteration 46Q: 3 clusters Score -1153878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1153879.375000 Penalty: 2770.549805
	Iteration 47Q: 3 clusters Score -1153879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1153878.375000 Penalty: 2770.549805
	Iteration 48Q: 3 clusters Score -1153878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1153878.875000 Penalty: 2770.549805
	Iteration 49Q: 3 clusters Score -1153879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1153878.500000 Penalty: 2770.549805
	Iteration 50Q: 3 clusters Score -1153878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1153881.750000 Penalty: 2770.549805
	Iteration 51Q: 3 clusters Score -1153882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1153883.500000 Penalty: 2770.549805
	Iteration 52Q: 3 clusters Score -1153884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1153881.500000 Penalty: 2770.549805
	Iteration 53Q: 3 clusters Score -1153882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1153883.500000 Penalty: 2770.549805
	Iteration 54Q: 3 clusters Score -1153884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1153886.500000 Penalty: 2770.549805
	Iteration 55Q: 3 clusters Score -1153886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1153885.500000 Penalty: 2770.549805
	Iteration 56Q: 3 clusters Score -1153886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1153886.500000 Penalty: 2770.549805
	Iteration 57Q: 3 clusters Score -1153886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1153886.500000 Penalty: 2770.549805
	Iteration 58Q: 3 clusters Score -1153886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1153888.875000 Penalty: 2770.549805
	Iteration 59Q: 3 clusters Score -1153889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1153892.500000 Penalty: 2770.549805
	Iteration 60F: 3 clusters Score -1153892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1153890.250000 Penalty: 2770.549805
	Iteration 61Q: 3 clusters Score -1153890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1153888.875000 Penalty: 2770.549805
	Iteration 62Q: 3 clusters Score -1153889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1153888.875000 Penalty: 2770.549805
	Iteration 63F: 3 clusters Score -1153889 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (8228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Entering Unmasked Estep 
Score: -852218.500000 Penalty: 1341.476318
	Iteration 0F: 2 clusters Score -852218.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -846550.437500 Penalty: 2682.952637
	Iteration 0F: 3 clusters Score -846550.4 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -848366.812500 Penalty: 2682.952637
	Iteration 1F: 3 clusters Score -848366.8 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -848658.812500 Penalty: 2682.952637
	Iteration 2F: 3 clusters Score -848658.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -848865.312500 Penalty: 2682.952637
	Iteration 3F: 3 clusters Score -848865.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -849029.562500 Penalty: 2682.952637
	Iteration 4Q: 3 clusters Score -849029.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -849179.062500 Penalty: 2682.952637
	Iteration 5Q: 3 clusters Score -849179.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -849300.187500 Penalty: 2682.952637
	Iteration 6Q: 3 clusters Score -849300.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -849417.250000 Penalty: 2682.952637
	Iteration 7Q: 3 clusters Score -849417.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -849531.312500 Penalty: 2682.952637
	Iteration 8Q: 3 clusters Score -849531.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -849645.625000 Penalty: 2682.952637
	Iteration 9Q: 3 clusters Score -849645.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -849755.437500 Penalty: 2682.952637
	Iteration 10Q: 3 clusters Score -849755.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -849875.812500 Penalty: 2682.952637
	Iteration 11Q: 3 clusters Score -849875.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -850008.375000 Penalty: 2682.952637
	Iteration 12Q: 3 clusters Score -850008.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -850151.875000 Penalty: 2682.952637
	Iteration 13Q: 3 clusters Score -850151.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -850297.750000 Penalty: 2682.952637
	Iteration 14Q: 3 clusters Score -850297.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -850457.500000 Penalty: 2682.952637
	Iteration 15Q: 3 clusters Score -850457.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -850615.000000 Penalty: 2682.952637
	Iteration 16Q: 3 clusters Score -850615 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -850747.875000 Penalty: 2682.952637
	Iteration 17Q: 3 clusters Score -850747.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -850865.000000 Penalty: 2682.952637
	Iteration 18Q: 3 clusters Score -850865 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -850985.312500 Penalty: 2682.952637
	Iteration 19Q: 3 clusters Score -850985.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -851065.000000 Penalty: 2682.952637
	Iteration 20F: 3 clusters Score -851065 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -851131.562500 Penalty: 2682.952637
	Iteration 21Q: 3 clusters Score -851131.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -851209.187500 Penalty: 2682.952637
	Iteration 22Q: 3 clusters Score -851209.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -851271.437500 Penalty: 2682.952637
	Iteration 23Q: 3 clusters Score -851271.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -851315.312500 Penalty: 2682.952637
	Iteration 24Q: 3 clusters Score -851315.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -851360.500000 Penalty: 2682.952637
	Iteration 25Q: 3 clusters Score -851360.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -851396.875000 Penalty: 2682.952637
	Iteration 26Q: 3 clusters Score -851396.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -851423.312500 Penalty: 2682.952637
	Iteration 27Q: 3 clusters Score -851423.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -851441.562500 Penalty: 2682.952637
	Iteration 28Q: 3 clusters Score -851441.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -851451.062500 Penalty: 2682.952637
	Iteration 29Q: 3 clusters Score -851451.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -851465.062500 Penalty: 2682.952637
	Iteration 30Q: 3 clusters Score -851465.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -851476.000000 Penalty: 2682.952637
	Iteration 31Q: 3 clusters Score -851476 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -851486.375000 Penalty: 2682.952637
	Iteration 32Q: 3 clusters Score -851486.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -851498.812500 Penalty: 2682.952637
	Iteration 33Q: 3 clusters Score -851498.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -851509.250000 Penalty: 2682.952637
	Iteration 34Q: 3 clusters Score -851509.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -851515.562500 Penalty: 2682.952637
	Iteration 35Q: 3 clusters Score -851515.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -851522.375000 Penalty: 2682.952637
	Iteration 36Q: 3 clusters Score -851522.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -851527.812500 Penalty: 2682.952637
	Iteration 37Q: 3 clusters Score -851527.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -851531.687500 Penalty: 2682.952637
	Iteration 38Q: 3 clusters Score -851531.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -851537.312500 Penalty: 2682.952637
	Iteration 39Q: 3 clusters Score -851537.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -851541.937500 Penalty: 2682.952637
	Iteration 40F: 3 clusters Score -851541.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -851544.562500 Penalty: 2682.952637
	Iteration 41Q: 3 clusters Score -851544.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -851546.437500 Penalty: 2682.952637
	Iteration 42Q: 3 clusters Score -851546.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -851549.187500 Penalty: 2682.952637
	Iteration 43Q: 3 clusters Score -851549.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -851549.875000 Penalty: 2682.952637
	Iteration 44Q: 3 clusters Score -851549.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -851550.750000 Penalty: 2682.952637
	Iteration 45Q: 3 clusters Score -851550.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -851549.937500 Penalty: 2682.952637
	Iteration 46Q: 3 clusters Score -851549.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -851551.625000 Penalty: 2682.952637
	Iteration 47Q: 3 clusters Score -851551.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -851551.625000 Penalty: 2682.952637
	Iteration 48F: 3 clusters Score -851551.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Entering Unmasked Estep 
Score: -220259.875000 Penalty: 1145.938599
	Iteration 0F: 2 clusters Score -220259.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -218244.125000 Penalty: 2291.877197
	Iteration 0F: 3 clusters Score -218244.1 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -218760.671875 Penalty: 2291.877197
	Iteration 1F: 3 clusters Score -218760.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -218891.125000 Penalty: 2291.877197
	Iteration 2F: 3 clusters Score -218891.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -218975.656250 Penalty: 2291.877197
	Iteration 3Q: 3 clusters Score -218975.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -219047.468750 Penalty: 2291.877197
	Iteration 4Q: 3 clusters Score -219047.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -219095.046875 Penalty: 2291.877197
	Iteration 5Q: 3 clusters Score -219095 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -219129.812500 Penalty: 2291.877197
	Iteration 6Q: 3 clusters Score -219129.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -219158.203125 Penalty: 2291.877197
	Iteration 7Q: 3 clusters Score -219158.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -219175.359375 Penalty: 2291.877197
	Iteration 8Q: 3 clusters Score -219175.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -219191.234375 Penalty: 2291.877197
	Iteration 9Q: 3 clusters Score -219191.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -219203.343750 Penalty: 2291.877197
	Iteration 10Q: 3 clusters Score -219203.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -219210.609375 Penalty: 2291.877197
	Iteration 11Q: 3 clusters Score -219210.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -219216.437500 Penalty: 2291.877197
	Iteration 12Q: 3 clusters Score -219216.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -219220.656250 Penalty: 2291.877197
	Iteration 13Q: 3 clusters Score -219220.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -219224.750000 Penalty: 2291.877197
	Iteration 14Q: 3 clusters Score -219224.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -219230.234375 Penalty: 2291.877197
	Iteration 15Q: 3 clusters Score -219230.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -219239.484375 Penalty: 2291.877197
	Iteration 16Q: 3 clusters Score -219239.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -219244.812500 Penalty: 2291.877197
	Iteration 17Q: 3 clusters Score -219244.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -219251.718750 Penalty: 2291.877197
	Iteration 18Q: 3 clusters Score -219251.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -219256.453125 Penalty: 2291.877197
	Iteration 19Q: 3 clusters Score -219256.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -219260.328125 Penalty: 2291.877197
	Iteration 20F: 3 clusters Score -219260.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -219267.000000 Penalty: 2291.877197
	Iteration 21Q: 3 clusters Score -219267 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -219277.218750 Penalty: 2291.877197
	Iteration 22Q: 3 clusters Score -219277.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -219287.937500 Penalty: 2291.877197
	Iteration 23Q: 3 clusters Score -219287.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -219298.953125 Penalty: 2291.877197
	Iteration 24Q: 3 clusters Score -219299 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -219308.343750 Penalty: 2291.877197
	Iteration 25Q: 3 clusters Score -219308.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -219313.468750 Penalty: 2291.877197
	Iteration 26Q: 3 clusters Score -219313.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -219317.859375 Penalty: 2291.877197
	Iteration 27Q: 3 clusters Score -219317.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -219324.203125 Penalty: 2291.877197
	Iteration 28Q: 3 clusters Score -219324.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -219327.906250 Penalty: 2291.877197
	Iteration 29Q: 3 clusters Score -219327.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -219333.062500 Penalty: 2291.877197
	Iteration 30Q: 3 clusters Score -219333.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -219336.453125 Penalty: 2291.877197
	Iteration 31Q: 3 clusters Score -219336.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -219337.875000 Penalty: 2291.877197
	Iteration 32Q: 3 clusters Score -219337.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -219339.484375 Penalty: 2291.877197
	Iteration 33Q: 3 clusters Score -219339.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -219342.218750 Penalty: 2291.877197
	Iteration 34Q: 3 clusters Score -219342.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -219347.625000 Penalty: 2291.877197
	Iteration 35Q: 3 clusters Score -219347.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -219352.609375 Penalty: 2291.877197
	Iteration 36Q: 3 clusters Score -219352.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -219359.984375 Penalty: 2291.877197
	Iteration 37Q: 3 clusters Score -219360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -219367.328125 Penalty: 2291.877197
	Iteration 38Q: 3 clusters Score -219367.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -219369.562500 Penalty: 2291.877197
	Iteration 39Q: 3 clusters Score -219369.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -219370.015625 Penalty: 2291.877197
	Iteration 40F: 3 clusters Score -219370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -219370.765625 Penalty: 2291.877197
	Iteration 41Q: 3 clusters Score -219370.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -219372.375000 Penalty: 2291.877197
	Iteration 42Q: 3 clusters Score -219372.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -219373.765625 Penalty: 2291.877197
	Iteration 43Q: 3 clusters Score -219373.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -219373.765625 Penalty: 2291.877197
	Iteration 44F: 3 clusters Score -219373.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Entering Unmasked Estep 
Score: -74334.445312 Penalty: 1014.818481
	Iteration 0F: 2 clusters Score -74334.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -73193.734375 Penalty: 2029.636963
	Iteration 0F: 3 clusters Score -73193.73 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -73612.343750 Penalty: 2029.636963
	Iteration 1F: 3 clusters Score -73612.34 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -73760.156250 Penalty: 2029.636963
	Iteration 2F: 3 clusters Score -73760.16 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -73835.570312 Penalty: 2029.636963
	Iteration 3F: 3 clusters Score -73835.57 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -73899.796875 Penalty: 2029.636963
	Iteration 4Q: 3 clusters Score -73899.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -73937.617188 Penalty: 2029.636963
	Iteration 5Q: 3 clusters Score -73937.62 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -73984.164062 Penalty: 2029.636963
	Iteration 6Q: 3 clusters Score -73984.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -74031.726562 Penalty: 2029.636963
	Iteration 7Q: 3 clusters Score -74031.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -74072.562500 Penalty: 2029.636963
	Iteration 8Q: 3 clusters Score -74072.56 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -74109.851562 Penalty: 2029.636963
	Iteration 9Q: 3 clusters Score -74109.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -74123.125000 Penalty: 2029.636963
	Iteration 10Q: 3 clusters Score -74123.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -74144.195312 Penalty: 2029.636963
	Iteration 11Q: 3 clusters Score -74144.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -74160.070312 Penalty: 2029.636963
	Iteration 12Q: 3 clusters Score -74160.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -74175.843750 Penalty: 2029.636963
	Iteration 13Q: 3 clusters Score -74175.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -74185.679688 Penalty: 2029.636963
	Iteration 14Q: 3 clusters Score -74185.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -74194.914062 Penalty: 2029.636963
	Iteration 15Q: 3 clusters Score -74194.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -74201.210938 Penalty: 2029.636963
	Iteration 16Q: 3 clusters Score -74201.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -74203.890625 Penalty: 2029.636963
	Iteration 17Q: 3 clusters Score -74203.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -74203.890625 Penalty: 2029.636963
	Iteration 18F: 3 clusters Score -74203.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (36227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36227 members 
Entering Unmasked Estep 
Score: -3764115.500000 Penalty: 1562.036865
	Iteration 0F: 2 clusters Score -3764116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -3740495.500000 Penalty: 3124.073730
	Iteration 0F: 3 clusters Score -3740496 nChanged 16457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -3749637.750000 Penalty: 3124.073730
	Iteration 1F: 3 clusters Score -3749638 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -3750212.500000 Penalty: 3124.073730
	Iteration 2Q: 3 clusters Score -3750212 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -3750753.000000 Penalty: 3124.073730
	Iteration 3Q: 3 clusters Score -3750753 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -3751280.250000 Penalty: 3124.073730
	Iteration 4Q: 3 clusters Score -3751280 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -3751889.750000 Penalty: 3124.073730
	Iteration 5Q: 3 clusters Score -3751890 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -3752483.500000 Penalty: 3124.073730
	Iteration 6Q: 3 clusters Score -3752484 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -3753289.500000 Penalty: 3124.073730
	Iteration 7Q: 3 clusters Score -3753290 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -3754207.250000 Penalty: 3124.073730
	Iteration 8Q: 3 clusters Score -3754207 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -3755365.500000 Penalty: 3124.073730
	Iteration 9F: 3 clusters Score -3755366 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -3756756.250000 Penalty: 3124.073730
	Iteration 10F: 3 clusters Score -3756756 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -3758124.750000 Penalty: 3124.073730
	Iteration 11F: 3 clusters Score -3758125 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -3759245.750000 Penalty: 3124.073730
	Iteration 12Q: 3 clusters Score -3759246 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -3759992.500000 Penalty: 3124.073730
	Iteration 13Q: 3 clusters Score -3759992 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -3760473.500000 Penalty: 3124.073730
	Iteration 14Q: 3 clusters Score -3760474 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -3760752.750000 Penalty: 3124.073730
	Iteration 15Q: 3 clusters Score -3760753 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -3760909.250000 Penalty: 3124.073730
	Iteration 16Q: 3 clusters Score -3760909 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 21456 members 
Entering Unmasked Estep 
Score: -3761049.500000 Penalty: 3124.073730
	Iteration 17Q: 3 clusters Score -3761050 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 21735 members 
Entering Unmasked Estep 
Score: -3761150.000000 Penalty: 3124.073730
	Iteration 18Q: 3 clusters Score -3761150 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -3761240.500000 Penalty: 3124.073730
	Iteration 19Q: 3 clusters Score -3761240 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 22284 members 
Entering Unmasked Estep 
Score: -3761330.750000 Penalty: 3124.073730
	Iteration 20F: 3 clusters Score -3761331 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 22542 members 
Entering Unmasked Estep 
Score: -3761394.500000 Penalty: 3124.073730
	Iteration 21Q: 3 clusters Score -3761394 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -3761433.500000 Penalty: 3124.073730
	Iteration 22Q: 3 clusters Score -3761434 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 22998 members 
Entering Unmasked Estep 
Score: -3761494.500000 Penalty: 3124.073730
	Iteration 23Q: 3 clusters Score -3761494 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -3761534.500000 Penalty: 3124.073730
	Iteration 24Q: 3 clusters Score -3761534 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 23455 members 
Entering Unmasked Estep 
Score: -3761577.500000 Penalty: 3124.073730
	Iteration 25Q: 3 clusters Score -3761578 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -3761639.250000 Penalty: 3124.073730
	Iteration 26Q: 3 clusters Score -3761639 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 23909 members 
Entering Unmasked Estep 
Score: -3761664.750000 Penalty: 3124.073730
	Iteration 27Q: 3 clusters Score -3761665 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
Score: -3761704.500000 Penalty: 3124.073730
	Iteration 28Q: 3 clusters Score -3761704 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 24302 members 
Entering Unmasked Estep 
Score: -3761737.250000 Penalty: 3124.073730
	Iteration 29Q: 3 clusters Score -3761737 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -3761773.250000 Penalty: 3124.073730
	Iteration 30Q: 3 clusters Score -3761773 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 24681 members 
Entering Unmasked Estep 
Score: -3761823.500000 Penalty: 3124.073730
	Iteration 31Q: 3 clusters Score -3761824 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 24843 members 
Entering Unmasked Estep 
Score: -3761850.250000 Penalty: 3124.073730
	Iteration 32Q: 3 clusters Score -3761850 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 25015 members 
Entering Unmasked Estep 
Score: -3761863.750000 Penalty: 3124.073730
	Iteration 33Q: 3 clusters Score -3761864 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 25182 members 
Entering Unmasked Estep 
Score: -3761886.750000 Penalty: 3124.073730
	Iteration 34Q: 3 clusters Score -3761887 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 25330 members 
Entering Unmasked Estep 
Score: -3761914.250000 Penalty: 3124.073730
	Iteration 35Q: 3 clusters Score -3761914 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -3761928.250000 Penalty: 3124.073730
	Iteration 36Q: 3 clusters Score -3761928 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 25595 members 
Entering Unmasked Estep 
Score: -3761964.750000 Penalty: 3124.073730
	Iteration 37Q: 3 clusters Score -3761965 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 25723 members 
Entering Unmasked Estep 
Score: -3761975.500000 Penalty: 3124.073730
	Iteration 38Q: 3 clusters Score -3761976 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 25837 members 
Entering Unmasked Estep 
Score: -3761980.750000 Penalty: 3124.073730
	Iteration 39Q: 3 clusters Score -3761981 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 25946 members 
Entering Unmasked Estep 
Score: -3761992.750000 Penalty: 3124.073730
	Iteration 40F: 3 clusters Score -3761993 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 26022 members 
Entering Unmasked Estep 
Score: -3762001.500000 Penalty: 3124.073730
	Iteration 41Q: 3 clusters Score -3762002 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -3761999.250000 Penalty: 3124.073730
	Iteration 42Q: 3 clusters Score -3761999 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 26149 members 
Entering Unmasked Estep 
Score: -3762011.250000 Penalty: 3124.073730
	Iteration 43Q: 3 clusters Score -3762011 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -3762010.500000 Penalty: 3124.073730
	Iteration 44Q: 3 clusters Score -3762010 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -3762011.500000 Penalty: 3124.073730
	Iteration 45Q: 3 clusters Score -3762012 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 26292 members 
Entering Unmasked Estep 
Score: -3762014.750000 Penalty: 3124.073730
	Iteration 46Q: 3 clusters Score -3762015 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 26336 members 
Entering Unmasked Estep 
Score: -3762020.000000 Penalty: 3124.073730
	Iteration 47Q: 3 clusters Score -3762020 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 26383 members 
Entering Unmasked Estep 
Score: -3762020.500000 Penalty: 3124.073730
	Iteration 48Q: 3 clusters Score -3762020 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 26424 members 
Entering Unmasked Estep 
Score: -3762024.750000 Penalty: 3124.073730
	Iteration 49Q: 3 clusters Score -3762025 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 26467 members 
Entering Unmasked Estep 
Score: -3762032.750000 Penalty: 3124.073730
	Iteration 50Q: 3 clusters Score -3762033 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -3762048.750000 Penalty: 3124.073730
	Iteration 51Q: 3 clusters Score -3762049 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 26548 members 
Entering Unmasked Estep 
Score: -3762045.000000 Penalty: 3124.073730
	Iteration 52Q: 3 clusters Score -3762045 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -3762047.250000 Penalty: 3124.073730
	Iteration 53Q: 3 clusters Score -3762047 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 26630 members 
Entering Unmasked Estep 
Score: -3762048.000000 Penalty: 3124.073730
	Iteration 54Q: 3 clusters Score -3762048 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 26670 members 
Entering Unmasked Estep 
Score: -3762057.750000 Penalty: 3124.073730
	Iteration 55Q: 3 clusters Score -3762058 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 26718 members 
Entering Unmasked Estep 
Score: -3762062.750000 Penalty: 3124.073730
	Iteration 56Q: 3 clusters Score -3762063 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 26765 members 
Entering Unmasked Estep 
Score: -3762069.250000 Penalty: 3124.073730
	Iteration 57Q: 3 clusters Score -3762069 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 26814 members 
Entering Unmasked Estep 
Score: -3762073.500000 Penalty: 3124.073730
	Iteration 58Q: 3 clusters Score -3762074 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 26862 members 
Entering Unmasked Estep 
Score: -3762077.000000 Penalty: 3124.073730
	Iteration 59Q: 3 clusters Score -3762077 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 26914 members 
Entering Unmasked Estep 
Score: -3762083.250000 Penalty: 3124.073730
	Iteration 60F: 3 clusters Score -3762083 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 26966 members 
Entering Unmasked Estep 
Score: -3762092.500000 Penalty: 3124.073730
	Iteration 61Q: 3 clusters Score -3762092 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 27018 members 
Entering Unmasked Estep 
Score: -3762104.250000 Penalty: 3124.073730
	Iteration 62Q: 3 clusters Score -3762104 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 27073 members 
Entering Unmasked Estep 
Score: -3762124.500000 Penalty: 3124.073730
	Iteration 63Q: 3 clusters Score -3762124 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 27145 members 
Entering Unmasked Estep 
Score: -3762125.500000 Penalty: 3124.073730
	Iteration 64Q: 3 clusters Score -3762126 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 27230 members 
Entering Unmasked Estep 
Score: -3762133.000000 Penalty: 3124.073730
	Iteration 65Q: 3 clusters Score -3762133 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 27307 members 
Entering Unmasked Estep 
Score: -3762131.000000 Penalty: 3124.073730
	Iteration 66Q: 3 clusters Score -3762131 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -3762132.750000 Penalty: 3124.073730
	Iteration 67Q: 3 clusters Score -3762133 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 27470 members 
Entering Unmasked Estep 
Score: -3762138.000000 Penalty: 3124.073730
	Iteration 68Q: 3 clusters Score -3762138 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 27554 members 
Entering Unmasked Estep 
Score: -3762155.750000 Penalty: 3124.073730
	Iteration 69Q: 3 clusters Score -3762156 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 27634 members 
Entering Unmasked Estep 
Score: -3762166.750000 Penalty: 3124.073730
	Iteration 70Q: 3 clusters Score -3762167 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -3762178.250000 Penalty: 3124.073730
	Iteration 71Q: 3 clusters Score -3762178 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 27820 members 
Entering Unmasked Estep 
Score: -3762201.250000 Penalty: 3124.073730
	Iteration 72Q: 3 clusters Score -3762201 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 27923 members 
Entering Unmasked Estep 
Score: -3762208.000000 Penalty: 3124.073730
	Iteration 73Q: 3 clusters Score -3762208 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 28018 members 
Entering Unmasked Estep 
Score: -3762222.750000 Penalty: 3124.073730
	Iteration 74Q: 3 clusters Score -3762223 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 28104 members 
Entering Unmasked Estep 
Score: -3762239.250000 Penalty: 3124.073730
	Iteration 75Q: 3 clusters Score -3762239 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 28201 members 
Entering Unmasked Estep 
Score: -3762246.000000 Penalty: 3124.073730
	Iteration 76Q: 3 clusters Score -3762246 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 28303 members 
Entering Unmasked Estep 
Score: -3762257.250000 Penalty: 3124.073730
	Iteration 77Q: 3 clusters Score -3762257 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 28403 members 
Entering Unmasked Estep 
Score: -3762273.750000 Penalty: 3124.073730
	Iteration 78Q: 3 clusters Score -3762274 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 28522 members 
Entering Unmasked Estep 
Score: -3762287.500000 Penalty: 3124.073730
	Iteration 79Q: 3 clusters Score -3762288 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 28657 members 
Entering Unmasked Estep 
Score: -3762325.000000 Penalty: 3124.073730
	Iteration 80F: 3 clusters Score -3762325 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 28805 members 
Entering Unmasked Estep 
Score: -3762364.000000 Penalty: 3124.073730
	Iteration 81Q: 3 clusters Score -3762364 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 28938 members 
Entering Unmasked Estep 
Score: -3762378.000000 Penalty: 3124.073730
	Iteration 82Q: 3 clusters Score -3762378 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 29063 members 
Entering Unmasked Estep 
Score: -3762405.250000 Penalty: 3124.073730
	Iteration 83Q: 3 clusters Score -3762405 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 29185 members 
Entering Unmasked Estep 
Score: -3762433.250000 Penalty: 3124.073730
	Iteration 84Q: 3 clusters Score -3762433 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 29303 members 
Entering Unmasked Estep 
Score: -3762444.500000 Penalty: 3124.073730
	Iteration 85Q: 3 clusters Score -3762444 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 29436 members 
Entering Unmasked Estep 
Score: -3762462.750000 Penalty: 3124.073730
	Iteration 86Q: 3 clusters Score -3762463 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 29579 members 
Entering Unmasked Estep 
Score: -3762496.750000 Penalty: 3124.073730
	Iteration 87Q: 3 clusters Score -3762497 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 29712 members 
Entering Unmasked Estep 
Score: -3762522.000000 Penalty: 3124.073730
	Iteration 88Q: 3 clusters Score -3762522 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 29849 members 
Entering Unmasked Estep 
Score: -3762535.750000 Penalty: 3124.073730
	Iteration 89Q: 3 clusters Score -3762536 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 30006 members 
Entering Unmasked Estep 
Score: -3762579.250000 Penalty: 3124.073730
	Iteration 90Q: 3 clusters Score -3762579 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 30149 members 
Entering Unmasked Estep 
Score: -3762614.000000 Penalty: 3124.073730
	Iteration 91Q: 3 clusters Score -3762614 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 30322 members 
Entering Unmasked Estep 
Score: -3762637.750000 Penalty: 3124.073730
	Iteration 92Q: 3 clusters Score -3762638 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 30499 members 
Entering Unmasked Estep 
Score: -3762672.250000 Penalty: 3124.073730
	Iteration 93Q: 3 clusters Score -3762672 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 30680 members 
Entering Unmasked Estep 
Score: -3762713.000000 Penalty: 3124.073730
	Iteration 94Q: 3 clusters Score -3762713 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 30860 members 
Entering Unmasked Estep 
Score: -3762752.500000 Penalty: 3124.073730
	Iteration 95Q: 3 clusters Score -3762752 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 31057 members 
Entering Unmasked Estep 
Score: -3762802.750000 Penalty: 3124.073730
	Iteration 96Q: 3 clusters Score -3762803 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 31231 members 
Entering Unmasked Estep 
Score: -3762861.500000 Penalty: 3124.073730
	Iteration 97Q: 3 clusters Score -3762862 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 31396 members 
Entering Unmasked Estep 
Score: -3762889.000000 Penalty: 3124.073730
	Iteration 98Q: 3 clusters Score -3762889 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 31550 members 
Entering Unmasked Estep 
Score: -3762929.000000 Penalty: 3124.073730
	Iteration 99Q: 3 clusters Score -3762929 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 31704 members 
Entering Unmasked Estep 
Score: -3762964.000000 Penalty: 3124.073730
	Iteration 100F: 3 clusters Score -3762964 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 31850 members 
Entering Unmasked Estep 
Score: -3763011.250000 Penalty: 3124.073730
	Iteration 101Q: 3 clusters Score -3763011 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 31993 members 
Entering Unmasked Estep 
Score: -3763054.500000 Penalty: 3124.073730
	Iteration 102Q: 3 clusters Score -3763054 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 32116 members 
Entering Unmasked Estep 
Score: -3763090.500000 Penalty: 3124.073730
	Iteration 103Q: 3 clusters Score -3763090 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 32227 members 
Entering Unmasked Estep 
Score: -3763104.750000 Penalty: 3124.073730
	Iteration 104Q: 3 clusters Score -3763105 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 32331 members 
Entering Unmasked Estep 
Score: -3763116.750000 Penalty: 3124.073730
	Iteration 105Q: 3 clusters Score -3763117 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 32431 members 
Entering Unmasked Estep 
Score: -3763147.500000 Penalty: 3124.073730
	Iteration 106Q: 3 clusters Score -3763148 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 32524 members 
Entering Unmasked Estep 
Score: -3763168.000000 Penalty: 3124.073730
	Iteration 107Q: 3 clusters Score -3763168 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 32594 members 
Entering Unmasked Estep 
Score: -3763190.500000 Penalty: 3124.073730
	Iteration 108Q: 3 clusters Score -3763190 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 32669 members 
Entering Unmasked Estep 
Score: -3763215.250000 Penalty: 3124.073730
	Iteration 109Q: 3 clusters Score -3763215 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 32741 members 
Entering Unmasked Estep 
Score: -3763237.500000 Penalty: 3124.073730
	Iteration 110Q: 3 clusters Score -3763238 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 32806 members 
Entering Unmasked Estep 
Score: -3763251.000000 Penalty: 3124.073730
	Iteration 111Q: 3 clusters Score -3763251 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 32861 members 
Entering Unmasked Estep 
Score: -3763260.750000 Penalty: 3124.073730
	Iteration 112Q: 3 clusters Score -3763261 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 32913 members 
Entering Unmasked Estep 
Score: -3763280.250000 Penalty: 3124.073730
	Iteration 113Q: 3 clusters Score -3763280 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 32965 members 
Entering Unmasked Estep 
Score: -3763303.250000 Penalty: 3124.073730
	Iteration 114Q: 3 clusters Score -3763303 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 33021 members 
Entering Unmasked Estep 
Score: -3763312.500000 Penalty: 3124.073730
	Iteration 115Q: 3 clusters Score -3763312 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 33077 members 
Entering Unmasked Estep 
Score: -3763317.000000 Penalty: 3124.073730
	Iteration 116Q: 3 clusters Score -3763317 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 33118 members 
Entering Unmasked Estep 
Score: -3763330.000000 Penalty: 3124.073730
	Iteration 117Q: 3 clusters Score -3763330 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 33169 members 
Entering Unmasked Estep 
Score: -3763344.750000 Penalty: 3124.073730
	Iteration 118Q: 3 clusters Score -3763345 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 33209 members 
Entering Unmasked Estep 
Score: -3763352.000000 Penalty: 3124.073730
	Iteration 119Q: 3 clusters Score -3763352 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 33245 members 
Entering Unmasked Estep 
Score: -3763343.750000 Penalty: 3124.073730
	Iteration 120F: 3 clusters Score -3763344 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 33280 members 
Entering Unmasked Estep 
Score: -3763355.500000 Penalty: 3124.073730
	Iteration 121Q: 3 clusters Score -3763356 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 33317 members 
Entering Unmasked Estep 
Score: -3763362.750000 Penalty: 3124.073730
	Iteration 122Q: 3 clusters Score -3763363 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 33343 members 
Entering Unmasked Estep 
Score: -3763368.000000 Penalty: 3124.073730
	Iteration 123Q: 3 clusters Score -3763368 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 33366 members 
Entering Unmasked Estep 
Score: -3763382.750000 Penalty: 3124.073730
	Iteration 124Q: 3 clusters Score -3763383 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 33392 members 
Entering Unmasked Estep 
Score: -3763386.000000 Penalty: 3124.073730
	Iteration 125Q: 3 clusters Score -3763386 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 33416 members 
Entering Unmasked Estep 
Score: -3763402.000000 Penalty: 3124.073730
	Iteration 126Q: 3 clusters Score -3763402 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 33432 members 
Entering Unmasked Estep 
Score: -3763401.500000 Penalty: 3124.073730
	Iteration 127Q: 3 clusters Score -3763402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 33442 members 
Entering Unmasked Estep 
Score: -3763401.750000 Penalty: 3124.073730
	Iteration 128Q: 3 clusters Score -3763402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 33446 members 
Entering Unmasked Estep 
Score: -3763401.000000 Penalty: 3124.073730
	Iteration 129Q: 3 clusters Score -3763401 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 33453 members 
Entering Unmasked Estep 
Score: -3763399.750000 Penalty: 3124.073730
	Iteration 130Q: 3 clusters Score -3763400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 33467 members 
Entering Unmasked Estep 
Score: -3763401.500000 Penalty: 3124.073730
	Iteration 131Q: 3 clusters Score -3763402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 33474 members 
Entering Unmasked Estep 
Score: -3763404.000000 Penalty: 3124.073730
	Iteration 132Q: 3 clusters Score -3763404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 33485 members 
Entering Unmasked Estep 
Score: -3763399.250000 Penalty: 3124.073730
	Iteration 133Q: 3 clusters Score -3763399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 33494 members 
Entering Unmasked Estep 
Score: -3763401.750000 Penalty: 3124.073730
	Iteration 134Q: 3 clusters Score -3763402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 33504 members 
Entering Unmasked Estep 
Score: -3763401.250000 Penalty: 3124.073730
	Iteration 135Q: 3 clusters Score -3763401 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 33519 members 
Entering Unmasked Estep 
Score: -3763405.000000 Penalty: 3124.073730
	Iteration 136Q: 3 clusters Score -3763405 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 33532 members 
Entering Unmasked Estep 
Score: -3763409.000000 Penalty: 3124.073730
	Iteration 137Q: 3 clusters Score -3763409 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 33544 members 
Entering Unmasked Estep 
Score: -3763411.750000 Penalty: 3124.073730
	Iteration 138Q: 3 clusters Score -3763412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 33553 members 
Entering Unmasked Estep 
Score: -3763417.750000 Penalty: 3124.073730
	Iteration 139Q: 3 clusters Score -3763418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 33558 members 
Entering Unmasked Estep 
Score: -3763412.500000 Penalty: 3124.073730
	Iteration 140F: 3 clusters Score -3763412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 33564 members 
Entering Unmasked Estep 
Score: -3763418.250000 Penalty: 3124.073730
	Iteration 141Q: 3 clusters Score -3763418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 33565 members 
Entering Unmasked Estep 
Score: -3763418.750000 Penalty: 3124.073730
	Iteration 142Q: 3 clusters Score -3763419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 33568 members 
Entering Unmasked Estep 
Score: -3763421.500000 Penalty: 3124.073730
	Iteration 143Q: 3 clusters Score -3763422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 33570 members 
Entering Unmasked Estep 
Score: -3763422.750000 Penalty: 3124.073730
	Iteration 144Q: 3 clusters Score -3763423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 33571 members 
Entering Unmasked Estep 
Score: -3763420.500000 Penalty: 3124.073730
	Iteration 145Q: 3 clusters Score -3763420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 33573 members 
Entering Unmasked Estep 
Score: -3763423.000000 Penalty: 3124.073730
	Iteration 146Q: 3 clusters Score -3763423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 33576 members 
Entering Unmasked Estep 
Score: -3763427.500000 Penalty: 3124.073730
	Iteration 147Q: 3 clusters Score -3763428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 33580 members 
Entering Unmasked Estep 
Score: -3763425.750000 Penalty: 3124.073730
	Iteration 148Q: 3 clusters Score -3763426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 33587 members 
Entering Unmasked Estep 
Score: -3763428.750000 Penalty: 3124.073730
	Iteration 149Q: 3 clusters Score -3763429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 33589 members 
Entering Unmasked Estep 
Score: -3763430.250000 Penalty: 3124.073730
	Iteration 150Q: 3 clusters Score -3763430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 33591 members 
Entering Unmasked Estep 
Score: -3763432.750000 Penalty: 3124.073730
	Iteration 151Q: 3 clusters Score -3763433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 33594 members 
Entering Unmasked Estep 
Score: -3763429.500000 Penalty: 3124.073730
	Iteration 152Q: 3 clusters Score -3763430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 33598 members 
Entering Unmasked Estep 
Score: -3763434.250000 Penalty: 3124.073730
	Iteration 153Q: 3 clusters Score -3763434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 33599 members 
Entering Unmasked Estep 
Score: -3763429.750000 Penalty: 3124.073730
	Iteration 154Q: 3 clusters Score -3763430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 33602 members 
Entering Unmasked Estep 
Score: -3763423.750000 Penalty: 3124.073730
	Iteration 155Q: 3 clusters Score -3763424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 33603 members 
Entering Unmasked Estep 
Score: -3763428.250000 Penalty: 3124.073730
	Iteration 156Q: 3 clusters Score -3763428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 33604 members 
Entering Unmasked Estep 
Score: -3763425.750000 Penalty: 3124.073730
	Iteration 157Q: 3 clusters Score -3763426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 33605 members 
Entering Unmasked Estep 
Score: -3763425.000000 Penalty: 3124.073730
	Iteration 158Q: 3 clusters Score -3763425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 33606 members 
Entering Unmasked Estep 
Score: -3763423.250000 Penalty: 3124.073730
	Iteration 159Q: 3 clusters Score -3763423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 33609 members 
Entering Unmasked Estep 
Score: -3763430.250000 Penalty: 3124.073730
	Iteration 160F: 3 clusters Score -3763430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 33610 members 
Entering Unmasked Estep 
Score: -3763429.250000 Penalty: 3124.073730
	Iteration 161Q: 3 clusters Score -3763429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 33611 members 
Entering Unmasked Estep 
Score: -3763428.250000 Penalty: 3124.073730
	Iteration 162Q: 3 clusters Score -3763428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 33612 members 
Entering Unmasked Estep 
Score: -3763434.250000 Penalty: 3124.073730
	Iteration 163Q: 3 clusters Score -3763434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 33612 members 
Entering Unmasked Estep 
Score: -3763434.250000 Penalty: 3124.073730
	Iteration 164F: 3 clusters Score -3763434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Entering Unmasked Estep 
Score: -173301.734375 Penalty: 1125.558716
	Iteration 0F: 2 clusters Score -173301.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -171518.187500 Penalty: 2251.117432
	Iteration 0F: 3 clusters Score -171518.2 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -171981.859375 Penalty: 2251.117432
	Iteration 1F: 3 clusters Score -171981.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -172124.453125 Penalty: 2251.117432
	Iteration 2F: 3 clusters Score -172124.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -172221.562500 Penalty: 2251.117432
	Iteration 3Q: 3 clusters Score -172221.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -172300.562500 Penalty: 2251.117432
	Iteration 4Q: 3 clusters Score -172300.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -172365.734375 Penalty: 2251.117432
	Iteration 5Q: 3 clusters Score -172365.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -172417.593750 Penalty: 2251.117432
	Iteration 6Q: 3 clusters Score -172417.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -172459.796875 Penalty: 2251.117432
	Iteration 7Q: 3 clusters Score -172459.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -172497.734375 Penalty: 2251.117432
	Iteration 8Q: 3 clusters Score -172497.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -172546.312500 Penalty: 2251.117432
	Iteration 9Q: 3 clusters Score -172546.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -172602.812500 Penalty: 2251.117432
	Iteration 10Q: 3 clusters Score -172602.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -172643.156250 Penalty: 2251.117432
	Iteration 11Q: 3 clusters Score -172643.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -172671.656250 Penalty: 2251.117432
	Iteration 12Q: 3 clusters Score -172671.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -172700.437500 Penalty: 2251.117432
	Iteration 13Q: 3 clusters Score -172700.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -172752.453125 Penalty: 2251.117432
	Iteration 14Q: 3 clusters Score -172752.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -172795.781250 Penalty: 2251.117432
	Iteration 15Q: 3 clusters Score -172795.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -172838.843750 Penalty: 2251.117432
	Iteration 16Q: 3 clusters Score -172838.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -172897.203125 Penalty: 2251.117432
	Iteration 17Q: 3 clusters Score -172897.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -172960.156250 Penalty: 2251.117432
	Iteration 18Q: 3 clusters Score -172960.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -173008.546875 Penalty: 2251.117432
	Iteration 19Q: 3 clusters Score -173008.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -173047.593750 Penalty: 2251.117432
	Iteration 20F: 3 clusters Score -173047.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -173082.078125 Penalty: 2251.117432
	Iteration 21Q: 3 clusters Score -173082.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -173106.718750 Penalty: 2251.117432
	Iteration 22Q: 3 clusters Score -173106.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -173131.390625 Penalty: 2251.117432
	Iteration 23Q: 3 clusters Score -173131.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -173145.703125 Penalty: 2251.117432
	Iteration 24Q: 3 clusters Score -173145.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -173157.828125 Penalty: 2251.117432
	Iteration 25Q: 3 clusters Score -173157.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -173166.671875 Penalty: 2251.117432
	Iteration 26Q: 3 clusters Score -173166.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -173181.000000 Penalty: 2251.117432
	Iteration 27Q: 3 clusters Score -173181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -173188.906250 Penalty: 2251.117432
	Iteration 28Q: 3 clusters Score -173188.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -173195.890625 Penalty: 2251.117432
	Iteration 29Q: 3 clusters Score -173195.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -173198.406250 Penalty: 2251.117432
	Iteration 30Q: 3 clusters Score -173198.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -173199.500000 Penalty: 2251.117432
	Iteration 31Q: 3 clusters Score -173199.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -173199.500000 Penalty: 2251.117432
	Iteration 32F: 3 clusters Score -173199.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (17708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Entering Unmasked Estep 
Score: -1860994.500000 Penalty: 1455.527710
	Iteration 0F: 2 clusters Score -1860994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1849391.375000 Penalty: 2911.055420
	Iteration 0F: 3 clusters Score -1849391 nChanged 7694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1853550.750000 Penalty: 2911.055420
	Iteration 1F: 3 clusters Score -1853551 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1853901.500000 Penalty: 2911.055420
	Iteration 2F: 3 clusters Score -1853902 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1854135.375000 Penalty: 2911.055420
	Iteration 3Q: 3 clusters Score -1854135 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1854355.875000 Penalty: 2911.055420
	Iteration 4Q: 3 clusters Score -1854356 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1854587.000000 Penalty: 2911.055420
	Iteration 5Q: 3 clusters Score -1854587 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1854889.625000 Penalty: 2911.055420
	Iteration 6Q: 3 clusters Score -1854890 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1855260.250000 Penalty: 2911.055420
	Iteration 7Q: 3 clusters Score -1855260 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1855789.375000 Penalty: 2911.055420
	Iteration 8F: 3 clusters Score -1855789 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1856459.750000 Penalty: 2911.055420
	Iteration 9F: 3 clusters Score -1856460 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1857200.375000 Penalty: 2911.055420
	Iteration 10F: 3 clusters Score -1857200 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1857939.875000 Penalty: 2911.055420
	Iteration 11F: 3 clusters Score -1857940 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1858544.000000 Penalty: 2911.055420
	Iteration 12Q: 3 clusters Score -1858544 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1858995.875000 Penalty: 2911.055420
	Iteration 13Q: 3 clusters Score -1858996 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1859302.375000 Penalty: 2911.055420
	Iteration 14Q: 3 clusters Score -1859302 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1859494.625000 Penalty: 2911.055420
	Iteration 15Q: 3 clusters Score -1859495 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1859643.750000 Penalty: 2911.055420
	Iteration 16Q: 3 clusters Score -1859644 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1859720.250000 Penalty: 2911.055420
	Iteration 17Q: 3 clusters Score -1859720 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1859762.625000 Penalty: 2911.055420
	Iteration 18Q: 3 clusters Score -1859763 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1859790.125000 Penalty: 2911.055420
	Iteration 19Q: 3 clusters Score -1859790 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1859813.750000 Penalty: 2911.055420
	Iteration 20F: 3 clusters Score -1859814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1859825.000000 Penalty: 2911.055420
	Iteration 21Q: 3 clusters Score -1859825 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1859835.750000 Penalty: 2911.055420
	Iteration 22Q: 3 clusters Score -1859836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1859836.750000 Penalty: 2911.055420
	Iteration 23Q: 3 clusters Score -1859837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1859846.250000 Penalty: 2911.055420
	Iteration 24Q: 3 clusters Score -1859846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1859848.625000 Penalty: 2911.055420
	Iteration 25Q: 3 clusters Score -1859849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1859851.375000 Penalty: 2911.055420
	Iteration 26Q: 3 clusters Score -1859851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1859855.750000 Penalty: 2911.055420
	Iteration 27Q: 3 clusters Score -1859856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1859855.750000 Penalty: 2911.055420
	Iteration 28F: 3 clusters Score -1859856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Entering Unmasked Estep 
Score: -34926.757812 Penalty: 883.112244
	Iteration 0F: 2 clusters Score -34926.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -34143.050781 Penalty: 1766.224487
	Iteration 0F: 3 clusters Score -34143.05 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -34256.070312 Penalty: 1766.224487
	Iteration 1F: 3 clusters Score -34256.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -34281.875000 Penalty: 1766.224487
	Iteration 2Q: 3 clusters Score -34281.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -34288.464844 Penalty: 1766.224487
	Iteration 3Q: 3 clusters Score -34288.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -34289.464844 Penalty: 1766.224487
	Iteration 4Q: 3 clusters Score -34289.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -34289.464844 Penalty: 1766.224487
	Iteration 5F: 3 clusters Score -34289.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (6344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Entering Unmasked Estep 
Score: -602482.812500 Penalty: 1302.783325
	Iteration 0F: 2 clusters Score -602482.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -597986.500000 Penalty: 2605.566650
	Iteration 0F: 3 clusters Score -597986.5 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -599448.437500 Penalty: 2605.566650
	Iteration 1F: 3 clusters Score -599448.4 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -599792.812500 Penalty: 2605.566650
	Iteration 2F: 3 clusters Score -599792.8 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -600075.312500 Penalty: 2605.566650
	Iteration 3F: 3 clusters Score -600075.3 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -600313.187500 Penalty: 2605.566650
	Iteration 4F: 3 clusters Score -600313.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -600521.187500 Penalty: 2605.566650
	Iteration 5Q: 3 clusters Score -600521.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -600702.125000 Penalty: 2605.566650
	Iteration 6Q: 3 clusters Score -600702.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -600866.812500 Penalty: 2605.566650
	Iteration 7Q: 3 clusters Score -600866.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -601018.812500 Penalty: 2605.566650
	Iteration 8Q: 3 clusters Score -601018.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -601150.062500 Penalty: 2605.566650
	Iteration 9Q: 3 clusters Score -601150.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -601267.437500 Penalty: 2605.566650
	Iteration 10Q: 3 clusters Score -601267.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -601367.875000 Penalty: 2605.566650
	Iteration 11Q: 3 clusters Score -601367.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -601451.875000 Penalty: 2605.566650
	Iteration 12Q: 3 clusters Score -601451.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -601530.062500 Penalty: 2605.566650
	Iteration 13Q: 3 clusters Score -601530.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -601604.000000 Penalty: 2605.566650
	Iteration 14Q: 3 clusters Score -601604 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -601672.562500 Penalty: 2605.566650
	Iteration 15Q: 3 clusters Score -601672.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -601736.312500 Penalty: 2605.566650
	Iteration 16Q: 3 clusters Score -601736.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -601783.750000 Penalty: 2605.566650
	Iteration 17Q: 3 clusters Score -601783.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -601819.625000 Penalty: 2605.566650
	Iteration 18Q: 3 clusters Score -601819.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -601847.562500 Penalty: 2605.566650
	Iteration 19Q: 3 clusters Score -601847.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -601867.875000 Penalty: 2605.566650
	Iteration 20F: 3 clusters Score -601867.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -601881.375000 Penalty: 2605.566650
	Iteration 21Q: 3 clusters Score -601881.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -601891.375000 Penalty: 2605.566650
	Iteration 22Q: 3 clusters Score -601891.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -601898.125000 Penalty: 2605.566650
	Iteration 23Q: 3 clusters Score -601898.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -601904.062500 Penalty: 2605.566650
	Iteration 24Q: 3 clusters Score -601904.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -601906.375000 Penalty: 2605.566650
	Iteration 25Q: 3 clusters Score -601906.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -601910.250000 Penalty: 2605.566650
	Iteration 26Q: 3 clusters Score -601910.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -601913.125000 Penalty: 2605.566650
	Iteration 27Q: 3 clusters Score -601913.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -601913.375000 Penalty: 2605.566650
	Iteration 28Q: 3 clusters Score -601913.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -601916.500000 Penalty: 2605.566650
	Iteration 29Q: 3 clusters Score -601916.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -601918.062500 Penalty: 2605.566650
	Iteration 30Q: 3 clusters Score -601918.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -601920.875000 Penalty: 2605.566650
	Iteration 31Q: 3 clusters Score -601920.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -601921.312500 Penalty: 2605.566650
	Iteration 32Q: 3 clusters Score -601921.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -601921.687500 Penalty: 2605.566650
	Iteration 33Q: 3 clusters Score -601921.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -601925.125000 Penalty: 2605.566650
	Iteration 34Q: 3 clusters Score -601925.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -601927.937500 Penalty: 2605.566650
	Iteration 35Q: 3 clusters Score -601927.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -601929.062500 Penalty: 2605.566650
	Iteration 36Q: 3 clusters Score -601929.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -601930.187500 Penalty: 2605.566650
	Iteration 37Q: 3 clusters Score -601930.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -601930.562500 Penalty: 2605.566650
	Iteration 38Q: 3 clusters Score -601930.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -601932.375000 Penalty: 2605.566650
	Iteration 39Q: 3 clusters Score -601932.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -601936.187500 Penalty: 2605.566650
	Iteration 40F: 3 clusters Score -601936.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -601938.125000 Penalty: 2605.566650
	Iteration 41Q: 3 clusters Score -601938.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -601941.687500 Penalty: 2605.566650
	Iteration 42Q: 3 clusters Score -601941.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -601943.812500 Penalty: 2605.566650
	Iteration 43Q: 3 clusters Score -601943.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -601946.375000 Penalty: 2605.566650
	Iteration 44Q: 3 clusters Score -601946.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -601946.937500 Penalty: 2605.566650
	Iteration 45Q: 3 clusters Score -601946.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -601950.500000 Penalty: 2605.566650
	Iteration 46Q: 3 clusters Score -601950.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -601953.000000 Penalty: 2605.566650
	Iteration 47Q: 3 clusters Score -601953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -601955.875000 Penalty: 2605.566650
	Iteration 48Q: 3 clusters Score -601955.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -601955.687500 Penalty: 2605.566650
	Iteration 49Q: 3 clusters Score -601955.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -601956.750000 Penalty: 2605.566650
	Iteration 50Q: 3 clusters Score -601956.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -601956.875000 Penalty: 2605.566650
	Iteration 51Q: 3 clusters Score -601956.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -601958.437500 Penalty: 2605.566650
	Iteration 52Q: 3 clusters Score -601958.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -601960.375000 Penalty: 2605.566650
	Iteration 53Q: 3 clusters Score -601960.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -601960.062500 Penalty: 2605.566650
	Iteration 54Q: 3 clusters Score -601960.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -601960.187500 Penalty: 2605.566650
	Iteration 55Q: 3 clusters Score -601960.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -601961.250000 Penalty: 2605.566650
	Iteration 56Q: 3 clusters Score -601961.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -601961.625000 Penalty: 2605.566650
	Iteration 57Q: 3 clusters Score -601961.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -601961.625000 Penalty: 2605.566650
	Iteration 58Q: 3 clusters Score -601961.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -601962.187500 Penalty: 2605.566650
	Iteration 59Q: 3 clusters Score -601962.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -601962.187500 Penalty: 2605.566650
	Iteration 60F: 3 clusters Score -601962.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (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: -129182.953125 Penalty: 1080.887695
	Iteration 0F: 2 clusters Score -129183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -127627.796875 Penalty: 2161.775391
	Iteration 0F: 3 clusters Score -127627.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -128007.484375 Penalty: 2161.775391
	Iteration 1F: 3 clusters Score -128007.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -128155.562500 Penalty: 2161.775391
	Iteration 2F: 3 clusters Score -128155.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -128237.968750 Penalty: 2161.775391
	Iteration 3Q: 3 clusters Score -128238 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -128285.101562 Penalty: 2161.775391
	Iteration 4Q: 3 clusters Score -128285.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -128326.648438 Penalty: 2161.775391
	Iteration 5Q: 3 clusters Score -128326.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -128352.718750 Penalty: 2161.775391
	Iteration 6Q: 3 clusters Score -128352.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -128378.679688 Penalty: 2161.775391
	Iteration 7Q: 3 clusters Score -128378.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -128405.929688 Penalty: 2161.775391
	Iteration 8Q: 3 clusters Score -128405.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -128422.304688 Penalty: 2161.775391
	Iteration 9Q: 3 clusters Score -128422.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -128438.062500 Penalty: 2161.775391
	Iteration 10Q: 3 clusters Score -128438.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -128444.796875 Penalty: 2161.775391
	Iteration 11Q: 3 clusters Score -128444.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -128449.796875 Penalty: 2161.775391
	Iteration 12Q: 3 clusters Score -128449.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -128460.523438 Penalty: 2161.775391
	Iteration 13Q: 3 clusters Score -128460.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -128467.320312 Penalty: 2161.775391
	Iteration 14Q: 3 clusters Score -128467.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -128474.687500 Penalty: 2161.775391
	Iteration 15Q: 3 clusters Score -128474.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -128482.039062 Penalty: 2161.775391
	Iteration 16Q: 3 clusters Score -128482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -128487.351562 Penalty: 2161.775391
	Iteration 17Q: 3 clusters Score -128487.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -128496.484375 Penalty: 2161.775391
	Iteration 18Q: 3 clusters Score -128496.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -128500.992188 Penalty: 2161.775391
	Iteration 19Q: 3 clusters Score -128501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -128506.343750 Penalty: 2161.775391
	Iteration 20F: 3 clusters Score -128506.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -128509.039062 Penalty: 2161.775391
	Iteration 21Q: 3 clusters Score -128509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -128510.835938 Penalty: 2161.775391
	Iteration 22Q: 3 clusters Score -128510.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -128511.867188 Penalty: 2161.775391
	Iteration 23Q: 3 clusters Score -128511.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -128513.492188 Penalty: 2161.775391
	Iteration 24Q: 3 clusters Score -128513.5 nChanged 1
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: -128514.226562 Penalty: 2161.775391
	Iteration 25Q: 3 clusters Score -128514.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -128514.742188 Penalty: 2161.775391
	Iteration 26Q: 3 clusters Score -128514.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -128514.742188 Penalty: 2161.775391
	Iteration 27F: 3 clusters Score -128514.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (7472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Entering Unmasked Estep 
Score: -751610.250000 Penalty: 1327.135010
	Iteration 0F: 2 clusters Score -751610.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -746400.687500 Penalty: 2654.270020
	Iteration 0F: 3 clusters Score -746400.7 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -748064.500000 Penalty: 2654.270020
	Iteration 1F: 3 clusters Score -748064.5 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -748355.000000 Penalty: 2654.270020
	Iteration 2F: 3 clusters Score -748355 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -748541.125000 Penalty: 2654.270020
	Iteration 3F: 3 clusters Score -748541.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -748689.687500 Penalty: 2654.270020
	Iteration 4Q: 3 clusters Score -748689.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -748816.000000 Penalty: 2654.270020
	Iteration 5Q: 3 clusters Score -748816 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -748918.312500 Penalty: 2654.270020
	Iteration 6Q: 3 clusters Score -748918.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -749026.687500 Penalty: 2654.270020
	Iteration 7Q: 3 clusters Score -749026.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -749138.625000 Penalty: 2654.270020
	Iteration 8Q: 3 clusters Score -749138.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -749261.250000 Penalty: 2654.270020
	Iteration 9Q: 3 clusters Score -749261.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -749379.937500 Penalty: 2654.270020
	Iteration 10Q: 3 clusters Score -749379.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -749507.750000 Penalty: 2654.270020
	Iteration 11Q: 3 clusters Score -749507.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -749654.250000 Penalty: 2654.270020
	Iteration 12Q: 3 clusters Score -749654.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -749791.625000 Penalty: 2654.270020
	Iteration 13Q: 3 clusters Score -749791.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -749914.125000 Penalty: 2654.270020
	Iteration 14Q: 3 clusters Score -749914.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -750019.312500 Penalty: 2654.270020
	Iteration 15Q: 3 clusters Score -750019.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -750109.562500 Penalty: 2654.270020
	Iteration 16Q: 3 clusters Score -750109.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -750197.750000 Penalty: 2654.270020
	Iteration 17Q: 3 clusters Score -750197.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -750280.812500 Penalty: 2654.270020
	Iteration 18Q: 3 clusters Score -750280.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -750347.562500 Penalty: 2654.270020
	Iteration 19Q: 3 clusters Score -750347.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -750397.937500 Penalty: 2654.270020
	Iteration 20F: 3 clusters Score -750397.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -750439.500000 Penalty: 2654.270020
	Iteration 21Q: 3 clusters Score -750439.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -750478.750000 Penalty: 2654.270020
	Iteration 22Q: 3 clusters Score -750478.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -750513.000000 Penalty: 2654.270020
	Iteration 23Q: 3 clusters Score -750513 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -750559.562500 Penalty: 2654.270020
	Iteration 24Q: 3 clusters Score -750559.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -750617.312500 Penalty: 2654.270020
	Iteration 25Q: 3 clusters Score -750617.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -750657.937500 Penalty: 2654.270020
	Iteration 26Q: 3 clusters Score -750657.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -750676.375000 Penalty: 2654.270020
	Iteration 27Q: 3 clusters Score -750676.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -750688.750000 Penalty: 2654.270020
	Iteration 28Q: 3 clusters Score -750688.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -750698.125000 Penalty: 2654.270020
	Iteration 29Q: 3 clusters Score -750698.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -750710.062500 Penalty: 2654.270020
	Iteration 30Q: 3 clusters Score -750710.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -750720.312500 Penalty: 2654.270020
	Iteration 31Q: 3 clusters Score -750720.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -750729.562500 Penalty: 2654.270020
	Iteration 32Q: 3 clusters Score -750729.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -750734.812500 Penalty: 2654.270020
	Iteration 33Q: 3 clusters Score -750734.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -750737.125000 Penalty: 2654.270020
	Iteration 34Q: 3 clusters Score -750737.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -750737.125000 Penalty: 2654.270020
	Iteration 35F: 3 clusters Score -750737.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (20097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Entering Unmasked Estep 
Score: -2087868.875000 Penalty: 1474.359009
	Iteration 0F: 2 clusters Score -2087869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -2074728.750000 Penalty: 2948.718018
	Iteration 0F: 3 clusters Score -2074729 nChanged 8830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -2079326.625000 Penalty: 2948.718018
	Iteration 1F: 3 clusters Score -2079327 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -2079696.000000 Penalty: 2948.718018
	Iteration 2F: 3 clusters Score -2079696 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -2079987.875000 Penalty: 2948.718018
	Iteration 3Q: 3 clusters Score -2079988 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -2080243.875000 Penalty: 2948.718018
	Iteration 4Q: 3 clusters Score -2080244 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -2080511.000000 Penalty: 2948.718018
	Iteration 5Q: 3 clusters Score -2080511 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -2080727.125000 Penalty: 2948.718018
	Iteration 6Q: 3 clusters Score -2080727 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -2080970.875000 Penalty: 2948.718018
	Iteration 7Q: 3 clusters Score -2080971 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -2081267.750000 Penalty: 2948.718018
	Iteration 8Q: 3 clusters Score -2081268 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -2081631.500000 Penalty: 2948.718018
	Iteration 9Q: 3 clusters Score -2081632 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -2082082.250000 Penalty: 2948.718018
	Iteration 10Q: 3 clusters Score -2082082 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -2082614.625000 Penalty: 2948.718018
	Iteration 11Q: 3 clusters Score -2082615 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -2083193.875000 Penalty: 2948.718018
	Iteration 12Q: 3 clusters Score -2083194 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -2083758.250000 Penalty: 2948.718018
	Iteration 13Q: 3 clusters Score -2083758 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -2084232.500000 Penalty: 2948.718018
	Iteration 14Q: 3 clusters Score -2084232 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -2084613.125000 Penalty: 2948.718018
	Iteration 15Q: 3 clusters Score -2084613 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -2084925.000000 Penalty: 2948.718018
	Iteration 16Q: 3 clusters Score -2084925 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -2085163.750000 Penalty: 2948.718018
	Iteration 17Q: 3 clusters Score -2085164 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -2085374.625000 Penalty: 2948.718018
	Iteration 18Q: 3 clusters Score -2085375 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -2085535.375000 Penalty: 2948.718018
	Iteration 19Q: 3 clusters Score -2085535 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -2085665.250000 Penalty: 2948.718018
	Iteration 20F: 3 clusters Score -2085665 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -2085755.375000 Penalty: 2948.718018
	Iteration 21Q: 3 clusters Score -2085755 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -2085837.750000 Penalty: 2948.718018
	Iteration 22Q: 3 clusters Score -2085838 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -2085905.875000 Penalty: 2948.718018
	Iteration 23Q: 3 clusters Score -2085906 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -2085944.625000 Penalty: 2948.718018
	Iteration 24Q: 3 clusters Score -2085945 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -2085980.125000 Penalty: 2948.718018
	Iteration 25Q: 3 clusters Score -2085980 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -2086011.250000 Penalty: 2948.718018
	Iteration 26Q: 3 clusters Score -2086011 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -2086028.625000 Penalty: 2948.718018
	Iteration 27Q: 3 clusters Score -2086029 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -2086040.125000 Penalty: 2948.718018
	Iteration 28Q: 3 clusters Score -2086040 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -2086051.000000 Penalty: 2948.718018
	Iteration 29Q: 3 clusters Score -2086051 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -2086059.875000 Penalty: 2948.718018
	Iteration 30Q: 3 clusters Score -2086060 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -2086064.500000 Penalty: 2948.718018
	Iteration 31Q: 3 clusters Score -2086064 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -2086066.625000 Penalty: 2948.718018
	Iteration 32Q: 3 clusters Score -2086067 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -2086066.500000 Penalty: 2948.718018
	Iteration 33Q: 3 clusters Score -2086066 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -2086068.000000 Penalty: 2948.718018
	Iteration 34Q: 3 clusters Score -2086068 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -2086076.125000 Penalty: 2948.718018
	Iteration 35Q: 3 clusters Score -2086076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -2086082.125000 Penalty: 2948.718018
	Iteration 36Q: 3 clusters Score -2086082 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -2086079.250000 Penalty: 2948.718018
	Iteration 37Q: 3 clusters Score -2086079 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -2086078.875000 Penalty: 2948.718018
	Iteration 38Q: 3 clusters Score -2086079 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -2086079.875000 Penalty: 2948.718018
	Iteration 39Q: 3 clusters Score -2086080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -2086083.500000 Penalty: 2948.718018
	Iteration 40F: 3 clusters Score -2086084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -2086083.875000 Penalty: 2948.718018
	Iteration 41Q: 3 clusters Score -2086084 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -2086079.000000 Penalty: 2948.718018
	Iteration 42Q: 3 clusters Score -2086079 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -2086083.625000 Penalty: 2948.718018
	Iteration 43Q: 3 clusters Score -2086084 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -2086092.000000 Penalty: 2948.718018
	Iteration 44Q: 3 clusters Score -2086092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -2086092.875000 Penalty: 2948.718018
	Iteration 45Q: 3 clusters Score -2086093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -2086092.375000 Penalty: 2948.718018
	Iteration 46Q: 3 clusters Score -2086092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -2086098.750000 Penalty: 2948.718018
	Iteration 47Q: 3 clusters Score -2086099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -2086096.125000 Penalty: 2948.718018
	Iteration 48Q: 3 clusters Score -2086096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -2086094.750000 Penalty: 2948.718018
	Iteration 49Q: 3 clusters Score -2086095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -2086094.500000 Penalty: 2948.718018
	Iteration 50Q: 3 clusters Score -2086094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -2086094.000000 Penalty: 2948.718018
	Iteration 51Q: 3 clusters Score -2086094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -2086092.250000 Penalty: 2948.718018
	Iteration 52Q: 3 clusters Score -2086092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -2086092.250000 Penalty: 2948.718018
	Iteration 53F: 3 clusters Score -2086092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64704 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 15999 members 
Mstep: Class 4 contains 23524 members 
Mstep: Class 5 contains 8853 members 
Mstep: Class 6 contains 6369 members 
Mstep: Class 7 contains 37838 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 11565 members 
Mstep: Class 10 contains 49047 members 
Mstep: Class 11 contains 39866 members 
Mstep: Class 12 contains 29351 members 
Mstep: Class 13 contains 13262 members 
Mstep: Class 14 contains 1612 members 
Mstep: Class 15 contains 12303 members 
Mstep: Class 16 contains 6476 members 
Mstep: Class 17 contains 2768 members 
Mstep: Class 18 contains 2182 members 
Mstep: Class 19 contains 34217 members 
Mstep: Class 20 contains 10065 members 
Mstep: Class 21 contains 2595 members 
Mstep: Class 22 contains 7684 members 
Mstep: Class 23 contains 4738 members 
Mstep: Class 24 contains 4377 members 
Mstep: Class 25 contains 15438 members 
Mstep: Class 26 contains 16152 members 
Mstep: Class 27 contains 7516 members 
Mstep: Class 28 contains 20901 members 
Mstep: Class 29 contains 9726 members 
Mstep: Class 30 contains 22445 members 
Mstep: Class 31 contains 14834 members 
Mstep: Class 32 contains 10665 members 
Mstep: Class 33 contains 3868 members 
Mstep: Class 34 contains 51993 members 
Mstep: Class 35 contains 200488 members 
Mstep: Class 36 contains 2760 members 
Mstep: Class 37 contains 11044 members 
Mstep: Class 38 contains 8228 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 916 members 
Mstep: Class 41 contains 36227 members 
Mstep: Class 42 contains 1928 members 
Mstep: Class 43 contains 17708 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6344 members 
Mstep: Class 46 contains 1428 members 
Mstep: Class 47 contains 7472 members 
Mstep: Class 48 contains 20097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88139360.000000 Penalty: 99961.906250
Iteration 239Q: 50 clusters Score -8.813936e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64719 members 
Mstep: Class 2 contains 10333 members 
Mstep: Class 3 contains 16004 members 
Mstep: Class 4 contains 23219 members 
Mstep: Class 5 contains 8852 members 
Mstep: Class 6 contains 6527 members 
Mstep: Class 7 contains 37845 members 
Mstep: Class 8 contains 5035 members 
Mstep: Class 9 contains 11576 members 
Mstep: Class 10 contains 49043 members 
Mstep: Class 11 contains 39888 members 
Mstep: Class 12 contains 29356 members 
Mstep: Class 13 contains 13263 members 
Mstep: Class 14 contains 1612 members 
Mstep: Class 15 contains 12303 members 
Mstep: Class 16 contains 6484 members 
Mstep: Class 17 contains 2772 members 
Mstep: Class 18 contains 2184 members 
Mstep: Class 19 contains 34237 members 
Mstep: Class 20 contains 10065 members 
Mstep: Class 21 contains 2595 members 
Mstep: Class 22 contains 7684 members 
Mstep: Class 23 contains 4740 members 
Mstep: Class 24 contains 4377 members 
Mstep: Class 25 contains 15466 members 
Mstep: Class 26 contains 16176 members 
Mstep: Class 27 contains 7518 members 
Mstep: Class 28 contains 20905 members 
Mstep: Class 29 contains 9726 members 
Mstep: Class 30 contains 22444 members 
Mstep: Class 31 contains 14844 members 
Mstep: Class 32 contains 10678 members 
Mstep: Class 33 contains 3869 members 
Mstep: Class 34 contains 51994 members 
Mstep: Class 35 contains 200476 members 
Mstep: Class 36 contains 2760 members 
Mstep: Class 37 contains 11057 members 
Mstep: Class 38 contains 8229 members 
Mstep: Class 39 contains 2215 members 
Mstep: Class 40 contains 915 members 
Mstep: Class 41 contains 36244 members 
Mstep: Class 42 contains 1928 members 
Mstep: Class 43 contains 17724 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6345 members 
Mstep: Class 46 contains 1428 members 
Mstep: Class 47 contains 7486 members 
Mstep: Class 48 contains 20110 members 
Mstep: Class 49 contains 4132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88139528.000000 Penalty: 99961.906250
Iteration 240F: 50 clusters Score -8.813953e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64718 members 
Mstep: Class 2 contains 10334 members 
Mstep: Class 3 contains 16008 members 
Mstep: Class 4 contains 23022 members 
Mstep: Class 5 contains 8851 members 
Mstep: Class 6 contains 6695 members 
Mstep: Class 7 contains 37843 members 
Mstep: Class 8 contains 5035 members 
Mstep: Class 9 contains 11575 members 
Mstep: Class 10 contains 49039 members 
Mstep: Class 11 contains 39890 members 
Mstep: Class 12 contains 29356 members 
Mstep: Class 13 contains 13262 members 
Mstep: Class 14 contains 1612 members 
Mstep: Class 15 contains 12303 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2773 members 
Mstep: Class 18 contains 2182 members 
Mstep: Class 19 contains 34246 members 
Mstep: Class 20 contains 10065 members 
Mstep: Class 21 contains 2595 members 
Mstep: Class 22 contains 7684 members 
Mstep: Class 23 contains 4739 members 
Mstep: Class 24 contains 4377 members 
Mstep: Class 25 contains 15469 members 
Mstep: Class 26 contains 16176 members 
Mstep: Class 27 contains 7515 members 
Mstep: Class 28 contains 20906 members 
Mstep: Class 29 contains 9727 members 
Mstep: Class 30 contains 22442 members 
Mstep: Class 31 contains 14846 members 
Mstep: Class 32 contains 10534 members 
Mstep: Class 33 contains 3869 members 
Mstep: Class 34 contains 51990 members 
Mstep: Class 35 contains 200477 members 
Mstep: Class 36 contains 2760 members 
Mstep: Class 37 contains 11053 members 
Mstep: Class 38 contains 8231 members 
Mstep: Class 39 contains 2204 members 
Mstep: Class 40 contains 916 members 
Mstep: Class 41 contains 36249 members 
Mstep: Class 42 contains 1928 members 
Mstep: Class 43 contains 17724 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6345 members 
Mstep: Class 46 contains 1427 members 
Mstep: Class 47 contains 7503 members 
Mstep: Class 48 contains 20107 members 
Mstep: Class 49 contains 4295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88139648.000000 Penalty: 99961.906250
Iteration 241Q: 50 clusters Score -8.813965e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64709 members 
Mstep: Class 2 contains 10334 members 
Mstep: Class 3 contains 16008 members 
Mstep: Class 4 contains 22887 members 
Mstep: Class 5 contains 8852 members 
Mstep: Class 6 contains 6807 members 
Mstep: Class 7 contains 37842 members 
Mstep: Class 8 contains 5037 members 
Mstep: Class 9 contains 11573 members 
Mstep: Class 10 contains 49035 members 
Mstep: Class 11 contains 39890 members 
Mstep: Class 12 contains 29353 members 
Mstep: Class 13 contains 13263 members 
Mstep: Class 14 contains 1612 members 
Mstep: Class 15 contains 12304 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2773 members 
Mstep: Class 18 contains 2189 members 
Mstep: Class 19 contains 34248 members 
Mstep: Class 20 contains 10065 members 
Mstep: Class 21 contains 2594 members 
Mstep: Class 22 contains 7684 members 
Mstep: Class 23 contains 4738 members 
Mstep: Class 24 contains 4375 members 
Mstep: Class 25 contains 15474 members 
Mstep: Class 26 contains 16179 members 
Mstep: Class 27 contains 7517 members 
Mstep: Class 28 contains 20906 members 
Mstep: Class 29 contains 9730 members 
Mstep: Class 30 contains 22443 members 
Mstep: Class 31 contains 14849 members 
Mstep: Class 32 contains 10444 members 
Mstep: Class 33 contains 3869 members 
Mstep: Class 34 contains 51988 members 
Mstep: Class 35 contains 200486 members 
Mstep: Class 36 contains 2760 members 
Mstep: Class 37 contains 11057 members 
Mstep: Class 38 contains 8231 members 
Mstep: Class 39 contains 2202 members 
Mstep: Class 40 contains 917 members 
Mstep: Class 41 contains 36252 members 
Mstep: Class 42 contains 1928 members 
Mstep: Class 43 contains 17725 members 
Mstep: Class 44 contains 379 members 
Mstep: Class 45 contains 6346 members 
Mstep: Class 46 contains 1427 members 
Mstep: Class 47 contains 7520 members 
Mstep: Class 48 contains 20106 members 
Mstep: Class 49 contains 4368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88139960.000000 Penalty: 99961.906250
Iteration 242Q: 50 clusters Score -8.813996e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64711 members 
Mstep: Class 2 contains 10335 members 
Mstep: Class 3 contains 16010 members 
Mstep: Class 4 contains 22790 members 
Mstep: Class 5 contains 8853 members 
Mstep: Class 6 contains 6885 members 
Mstep: Class 7 contains 37842 members 
Mstep: Class 8 contains 5038 members 
Mstep: Class 9 contains 11576 members 
Mstep: Class 10 contains 49020 members 
Mstep: Class 11 contains 39887 members 
Mstep: Class 12 contains 29359 members 
Mstep: Class 13 contains 13263 members 
Mstep: Class 14 contains 1612 members 
Mstep: Class 15 contains 12305 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2775 members 
Mstep: Class 18 contains 2190 members 
Mstep: Class 19 contains 34247 members 
Mstep: Class 20 contains 10065 members 
Mstep: Class 21 contains 2593 members 
Mstep: Class 22 contains 7685 members 
Mstep: Class 23 contains 4737 members 
Mstep: Class 24 contains 4373 members 
Mstep: Class 25 contains 15472 members 
Mstep: Class 26 contains 16179 members 
Mstep: Class 27 contains 7517 members 
Mstep: Class 28 contains 20906 members 
Mstep: Class 29 contains 9731 members 
Mstep: Class 30 contains 22442 members 
Mstep: Class 31 contains 14850 members 
Mstep: Class 32 contains 10398 members 
Mstep: Class 33 contains 3868 members 
Mstep: Class 34 contains 51992 members 
Mstep: Class 35 contains 200494 members 
Mstep: Class 36 contains 2760 members 
Mstep: Class 37 contains 11057 members 
Mstep: Class 38 contains 8233 members 
Mstep: Class 39 contains 2210 members 
Mstep: Class 40 contains 917 members 
Mstep: Class 41 contains 36254 members 
Mstep: Class 42 contains 1928 members 
Mstep: Class 43 contains 17727 members 
Mstep: Class 44 contains 379 members 
Mstep: Class 45 contains 6347 members 
Mstep: Class 46 contains 1427 members 
Mstep: Class 47 contains 7536 members 
Mstep: Class 48 contains 20102 members 
Mstep: Class 49 contains 4398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140024.000000 Penalty: 99961.906250
Iteration 243Q: 50 clusters Score -8.814002e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64705 members 
Mstep: Class 2 contains 10337 members 
Mstep: Class 3 contains 16010 members 
Mstep: Class 4 contains 22706 members 
Mstep: Class 5 contains 8852 members 
Mstep: Class 6 contains 6945 members 
Mstep: Class 7 contains 37841 members 
Mstep: Class 8 contains 5040 members 
Mstep: Class 9 contains 11575 members 
Mstep: Class 10 contains 49009 members 
Mstep: Class 11 contains 39887 members 
Mstep: Class 12 contains 29370 members 
Mstep: Class 13 contains 13262 members 
Mstep: Class 14 contains 1612 members 
Mstep: Class 15 contains 12306 members 
Mstep: Class 16 contains 6486 members 
Mstep: Class 17 contains 2776 members 
Mstep: Class 18 contains 2189 members 
Mstep: Class 19 contains 34248 members 
Mstep: Class 20 contains 10065 members 
Mstep: Class 21 contains 2593 members 
Mstep: Class 22 contains 7682 members 
Mstep: Class 23 contains 4736 members 
Mstep: Class 24 contains 4373 members 
Mstep: Class 25 contains 15472 members 
Mstep: Class 26 contains 16183 members 
Mstep: Class 27 contains 7519 members 
Mstep: Class 28 contains 20906 members 
Mstep: Class 29 contains 9731 members 
Mstep: Class 30 contains 22444 members 
Mstep: Class 31 contains 14852 members 
Mstep: Class 32 contains 10359 members 
Mstep: Class 33 contains 3870 members 
Mstep: Class 34 contains 51994 members 
Mstep: Class 35 contains 200508 members 
Mstep: Class 36 contains 2760 members 
Mstep: Class 37 contains 11056 members 
Mstep: Class 38 contains 8231 members 
Mstep: Class 39 contains 2217 members 
Mstep: Class 40 contains 918 members 
Mstep: Class 41 contains 36258 members 
Mstep: Class 42 contains 1928 members 
Mstep: Class 43 contains 17727 members 
Mstep: Class 44 contains 379 members 
Mstep: Class 45 contains 6349 members 
Mstep: Class 46 contains 1427 members 
Mstep: Class 47 contains 7550 members 
Mstep: Class 48 contains 20096 members 
Mstep: Class 49 contains 4421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140016.000000 Penalty: 99961.906250
Iteration 244Q: 50 clusters Score -8.814002e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64700 members 
Mstep: Class 2 contains 10339 members 
Mstep: Class 3 contains 16012 members 
Mstep: Class 4 contains 22626 members 
Mstep: Class 5 contains 8854 members 
Mstep: Class 6 contains 7009 members 
Mstep: Class 7 contains 37840 members 
Mstep: Class 8 contains 5040 members 
Mstep: Class 9 contains 11576 members 
Mstep: Class 10 contains 49002 members 
Mstep: Class 11 contains 39887 members 
Mstep: Class 12 contains 29371 members 
Mstep: Class 13 contains 13261 members 
Mstep: Class 14 contains 1615 members 
Mstep: Class 15 contains 12305 members 
Mstep: Class 16 contains 6486 members 
Mstep: Class 17 contains 2778 members 
Mstep: Class 18 contains 2189 members 
Mstep: Class 19 contains 34250 members 
Mstep: Class 20 contains 10065 members 
Mstep: Class 21 contains 2593 members 
Mstep: Class 22 contains 7681 members 
Mstep: Class 23 contains 4736 members 
Mstep: Class 24 contains 4374 members 
Mstep: Class 25 contains 15469 members 
Mstep: Class 26 contains 16185 members 
Mstep: Class 27 contains 7520 members 
Mstep: Class 28 contains 20906 members 
Mstep: Class 29 contains 9730 members 
Mstep: Class 30 contains 22444 members 
Mstep: Class 31 contains 14853 members 
Mstep: Class 32 contains 10338 members 
Mstep: Class 33 contains 3870 members 
Mstep: Class 34 contains 51995 members 
Mstep: Class 35 contains 200518 members 
Mstep: Class 36 contains 2760 members 
Mstep: Class 37 contains 11058 members 
Mstep: Class 38 contains 8230 members 
Mstep: Class 39 contains 2217 members 
Mstep: Class 40 contains 918 members 
Mstep: Class 41 contains 36263 members 
Mstep: Class 42 contains 1928 members 
Mstep: Class 43 contains 17727 members 
Mstep: Class 44 contains 379 members 
Mstep: Class 45 contains 6349 members 
Mstep: Class 46 contains 1427 members 
Mstep: Class 47 contains 7563 members 
Mstep: Class 48 contains 20090 members 
Mstep: Class 49 contains 4434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140008.000000 Penalty: 99961.906250
Iteration 245Q: 50 clusters Score -8.814001e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64690 members 
Mstep: Class 2 contains 10338 members 
Mstep: Class 3 contains 16014 members 
Mstep: Class 4 contains 22556 members 
Mstep: Class 5 contains 8858 members 
Mstep: Class 6 contains 7059 members 
Mstep: Class 7 contains 37841 members 
Mstep: Class 8 contains 5039 members 
Mstep: Class 9 contains 11577 members 
Mstep: Class 10 contains 48994 members 
Mstep: Class 11 contains 39885 members 
Mstep: Class 12 contains 29373 members 
Mstep: Class 13 contains 13260 members 
Mstep: Class 14 contains 1617 members 
Mstep: Class 15 contains 12304 members 
Mstep: Class 16 contains 6487 members 
Mstep: Class 17 contains 2779 members 
Mstep: Class 18 contains 2190 members 
Mstep: Class 19 contains 34252 members 
Mstep: Class 20 contains 10066 members 
Mstep: Class 21 contains 2593 members 
Mstep: Class 22 contains 7679 members 
Mstep: Class 23 contains 4737 members 
Mstep: Class 24 contains 4374 members 
Mstep: Class 25 contains 15472 members 
Mstep: Class 26 contains 16184 members 
Mstep: Class 27 contains 7520 members 
Mstep: Class 28 contains 20905 members 
Mstep: Class 29 contains 9730 members 
Mstep: Class 30 contains 22442 members 
Mstep: Class 31 contains 14855 members 
Mstep: Class 32 contains 10321 members 
Mstep: Class 33 contains 3870 members 
Mstep: Class 34 contains 51991 members 
Mstep: Class 35 contains 200535 members 
Mstep: Class 36 contains 2759 members 
Mstep: Class 37 contains 11062 members 
Mstep: Class 38 contains 8229 members 
Mstep: Class 39 contains 2221 members 
Mstep: Class 40 contains 918 members 
Mstep: Class 41 contains 36267 members 
Mstep: Class 42 contains 1928 members 
Mstep: Class 43 contains 17726 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 6354 members 
Mstep: Class 46 contains 1427 members 
Mstep: Class 47 contains 7574 members 
Mstep: Class 48 contains 20086 members 
Mstep: Class 49 contains 4444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140064.000000 Penalty: 99961.906250
Iteration 246Q: 50 clusters Score -8.814006e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64690 members 
Mstep: Class 2 contains 10337 members 
Mstep: Class 3 contains 16020 members 
Mstep: Class 4 contains 22509 members 
Mstep: Class 5 contains 8852 members 
Mstep: Class 6 contains 7106 members 
Mstep: Class 7 contains 37841 members 
Mstep: Class 8 contains 5040 members 
Mstep: Class 9 contains 11577 members 
Mstep: Class 10 contains 48977 members 
Mstep: Class 11 contains 39885 members 
Mstep: Class 12 contains 29367 members 
Mstep: Class 13 contains 13258 members 
Mstep: Class 14 contains 1619 members 
Mstep: Class 15 contains 12301 members 
Mstep: Class 16 contains 6486 members 
Mstep: Class 17 contains 2779 members 
Mstep: Class 18 contains 2190 members 
Mstep: Class 19 contains 34256 members 
Mstep: Class 20 contains 10067 members 
Mstep: Class 21 contains 2593 members 
Mstep: Class 22 contains 7677 members 
Mstep: Class 23 contains 4737 members 
Mstep: Class 24 contains 4375 members 
Mstep: Class 25 contains 15470 members 
Mstep: Class 26 contains 16185 members 
Mstep: Class 27 contains 7521 members 
Mstep: Class 28 contains 20906 members 
Mstep: Class 29 contains 9731 members 
Mstep: Class 30 contains 22440 members 
Mstep: Class 31 contains 14856 members 
Mstep: Class 32 contains 10308 members 
Mstep: Class 33 contains 3871 members 
Mstep: Class 34 contains 51986 members 
Mstep: Class 35 contains 200549 members 
Mstep: Class 36 contains 2759 members 
Mstep: Class 37 contains 11062 members 
Mstep: Class 38 contains 8225 members 
Mstep: Class 39 contains 2227 members 
Mstep: Class 40 contains 919 members 
Mstep: Class 41 contains 36272 members 
Mstep: Class 42 contains 1928 members 
Mstep: Class 43 contains 17726 members 
Mstep: Class 44 contains 377 members 
Mstep: Class 45 contains 6355 members 
Mstep: Class 46 contains 1427 members 
Mstep: Class 47 contains 7586 members 
Mstep: Class 48 contains 20081 members 
Mstep: Class 49 contains 4454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140168.000000 Penalty: 99961.906250
Iteration 247Q: 50 clusters Score -8.814017e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64692 members 
Mstep: Class 2 contains 10337 members 
Mstep: Class 3 contains 16020 members 
Mstep: Class 4 contains 22466 members 
Mstep: Class 5 contains 8851 members 
Mstep: Class 6 contains 7142 members 
Mstep: Class 7 contains 37841 members 
Mstep: Class 8 contains 5040 members 
Mstep: Class 9 contains 11578 members 
Mstep: Class 10 contains 48964 members 
Mstep: Class 11 contains 39885 members 
Mstep: Class 12 contains 29366 members 
Mstep: Class 13 contains 13259 members 
Mstep: Class 14 contains 1619 members 
Mstep: Class 15 contains 12297 members 
Mstep: Class 16 contains 6486 members 
Mstep: Class 17 contains 2779 members 
Mstep: Class 18 contains 2190 members 
Mstep: Class 19 contains 34259 members 
Mstep: Class 20 contains 10069 members 
Mstep: Class 21 contains 2593 members 
Mstep: Class 22 contains 7678 members 
Mstep: Class 23 contains 4735 members 
Mstep: Class 24 contains 4376 members 
Mstep: Class 25 contains 15471 members 
Mstep: Class 26 contains 16183 members 
Mstep: Class 27 contains 7523 members 
Mstep: Class 28 contains 20906 members 
Mstep: Class 29 contains 9730 members 
Mstep: Class 30 contains 22439 members 
Mstep: Class 31 contains 14856 members 
Mstep: Class 32 contains 10295 members 
Mstep: Class 33 contains 3871 members 
Mstep: Class 34 contains 51982 members 
Mstep: Class 35 contains 200561 members 
Mstep: Class 36 contains 2759 members 
Mstep: Class 37 contains 11063 members 
Mstep: Class 38 contains 8219 members 
Mstep: Class 39 contains 2230 members 
Mstep: Class 40 contains 919 members 
Mstep: Class 41 contains 36275 members 
Mstep: Class 42 contains 1928 members 
Mstep: Class 43 contains 17729 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6357 members 
Mstep: Class 46 contains 1427 members 
Mstep: Class 47 contains 7603 members 
Mstep: Class 48 contains 20075 members 
Mstep: Class 49 contains 4461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140224.000000 Penalty: 99961.906250
Iteration 248Q: 50 clusters Score -8.814022e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64688 members 
Mstep: Class 2 contains 10337 members 
Mstep: Class 3 contains 16023 members 
Mstep: Class 4 contains 22425 members 
Mstep: Class 5 contains 8852 members 
Mstep: Class 6 contains 7169 members 
Mstep: Class 7 contains 37841 members 
Mstep: Class 8 contains 5041 members 
Mstep: Class 9 contains 11578 members 
Mstep: Class 10 contains 48961 members 
Mstep: Class 11 contains 39885 members 
Mstep: Class 12 contains 29362 members 
Mstep: Class 13 contains 13259 members 
Mstep: Class 14 contains 1619 members 
Mstep: Class 15 contains 12299 members 
Mstep: Class 16 contains 6486 members 
Mstep: Class 17 contains 2779 members 
Mstep: Class 18 contains 2191 members 
Mstep: Class 19 contains 34264 members 
Mstep: Class 20 contains 10068 members 
Mstep: Class 21 contains 2593 members 
Mstep: Class 22 contains 7678 members 
Mstep: Class 23 contains 4733 members 
Mstep: Class 24 contains 4376 members 
Mstep: Class 25 contains 15471 members 
Mstep: Class 26 contains 16182 members 
Mstep: Class 27 contains 7523 members 
Mstep: Class 28 contains 20907 members 
Mstep: Class 29 contains 9730 members 
Mstep: Class 30 contains 22439 members 
Mstep: Class 31 contains 14855 members 
Mstep: Class 32 contains 10286 members 
Mstep: Class 33 contains 3871 members 
Mstep: Class 34 contains 51982 members 
Mstep: Class 35 contains 200563 members 
Mstep: Class 36 contains 2759 members 
Mstep: Class 37 contains 11063 members 
Mstep: Class 38 contains 8211 members 
Mstep: Class 39 contains 2230 members 
Mstep: Class 40 contains 919 members 
Mstep: Class 41 contains 36280 members 
Mstep: Class 42 contains 1928 members 
Mstep: Class 43 contains 17733 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6359 members 
Mstep: Class 46 contains 1427 members 
Mstep: Class 47 contains 7631 members 
Mstep: Class 48 contains 20062 members 
Mstep: Class 49 contains 4466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140056.000000 Penalty: 99961.906250
Iteration 249Q: 50 clusters Score -8.814006e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64680 members 
Mstep: Class 2 contains 10337 members 
Mstep: Class 3 contains 16029 members 
Mstep: Class 4 contains 22389 members 
Mstep: Class 5 contains 8853 members 
Mstep: Class 6 contains 7188 members 
Mstep: Class 7 contains 37841 members 
Mstep: Class 8 contains 5041 members 
Mstep: Class 9 contains 11578 members 
Mstep: Class 10 contains 48955 members 
Mstep: Class 11 contains 39886 members 
Mstep: Class 12 contains 29360 members 
Mstep: Class 13 contains 13258 members 
Mstep: Class 14 contains 1619 members 
Mstep: Class 15 contains 12300 members 
Mstep: Class 16 contains 6486 members 
Mstep: Class 17 contains 2781 members 
Mstep: Class 18 contains 2190 members 
Mstep: Class 19 contains 34266 members 
Mstep: Class 20 contains 10068 members 
Mstep: Class 21 contains 2593 members 
Mstep: Class 22 contains 7678 members 
Mstep: Class 23 contains 4733 members 
Mstep: Class 24 contains 4377 members 
Mstep: Class 25 contains 15472 members 
Mstep: Class 26 contains 16181 members 
Mstep: Class 27 contains 7527 members 
Mstep: Class 28 contains 20905 members 
Mstep: Class 29 contains 9730 members 
Mstep: Class 30 contains 22436 members 
Mstep: Class 31 contains 14856 members 
Mstep: Class 32 contains 10277 members 
Mstep: Class 33 contains 3871 members 
Mstep: Class 34 contains 51987 members 
Mstep: Class 35 contains 200571 members 
Mstep: Class 36 contains 2759 members 
Mstep: Class 37 contains 11064 members 
Mstep: Class 38 contains 8208 members 
Mstep: Class 39 contains 2232 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 36281 members 
Mstep: Class 42 contains 1928 members 
Mstep: Class 43 contains 17733 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6358 members 
Mstep: Class 46 contains 1427 members 
Mstep: Class 47 contains 7646 members 
Mstep: Class 48 contains 20060 members 
Mstep: Class 49 contains 4469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140040.000000 Penalty: 99961.906250
Iteration 250Q: 50 clusters Score -8.814004e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64677 members 
Mstep: Class 2 contains 10337 members 
Mstep: Class 3 contains 16029 members 
Mstep: Class 4 contains 22353 members 
Mstep: Class 5 contains 8853 members 
Mstep: Class 6 contains 7214 members 
Mstep: Class 7 contains 37841 members 
Mstep: Class 8 contains 5041 members 
Mstep: Class 9 contains 11578 members 
Mstep: Class 10 contains 48950 members 
Mstep: Class 11 contains 39886 members 
Mstep: Class 12 contains 29361 members 
Mstep: Class 13 contains 13258 members 
Mstep: Class 14 contains 1619 members 
Mstep: Class 15 contains 12298 members 
Mstep: Class 16 contains 6486 members 
Mstep: Class 17 contains 2782 members 
Mstep: Class 18 contains 2189 members 
Mstep: Class 19 contains 34267 members 
Mstep: Class 20 contains 10068 members 
Mstep: Class 21 contains 2593 members 
Mstep: Class 22 contains 7678 members 
Mstep: Class 23 contains 4737 members 
Mstep: Class 24 contains 4377 members 
Mstep: Class 25 contains 15472 members 
Mstep: Class 26 contains 16181 members 
Mstep: Class 27 contains 7529 members 
Mstep: Class 28 contains 20903 members 
Mstep: Class 29 contains 9730 members 
Mstep: Class 30 contains 22437 members 
Mstep: Class 31 contains 14854 members 
Mstep: Class 32 contains 10270 members 
Mstep: Class 33 contains 3870 members 
Mstep: Class 34 contains 51990 members 
Mstep: Class 35 contains 200571 members 
Mstep: Class 36 contains 2759 members 
Mstep: Class 37 contains 11067 members 
Mstep: Class 38 contains 8204 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 36283 members 
Mstep: Class 42 contains 1928 members 
Mstep: Class 43 contains 17734 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6357 members 
Mstep: Class 46 contains 1427 members 
Mstep: Class 47 contains 7664 members 
Mstep: Class 48 contains 20059 members 
Mstep: Class 49 contains 4470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140016.000000 Penalty: 99961.906250
Iteration 251Q: 50 clusters Score -8.814002e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64677 members 
Mstep: Class 2 contains 10337 members 
Mstep: Class 3 contains 16028 members 
Mstep: Class 4 contains 22322 members 
Mstep: Class 5 contains 8853 members 
Mstep: Class 6 contains 7232 members 
Mstep: Class 7 contains 37841 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11578 members 
Mstep: Class 10 contains 48942 members 
Mstep: Class 11 contains 39886 members 
Mstep: Class 12 contains 29367 members 
Mstep: Class 13 contains 13259 members 
Mstep: Class 14 contains 1619 members 
Mstep: Class 15 contains 12297 members 
Mstep: Class 16 contains 6486 members 
Mstep: Class 17 contains 2782 members 
Mstep: Class 18 contains 2187 members 
Mstep: Class 19 contains 34270 members 
Mstep: Class 20 contains 10068 members 
Mstep: Class 21 contains 2592 members 
Mstep: Class 22 contains 7677 members 
Mstep: Class 23 contains 4739 members 
Mstep: Class 24 contains 4377 members 
Mstep: Class 25 contains 15473 members 
Mstep: Class 26 contains 16181 members 
Mstep: Class 27 contains 7526 members 
Mstep: Class 28 contains 20902 members 
Mstep: Class 29 contains 9730 members 
Mstep: Class 30 contains 22435 members 
Mstep: Class 31 contains 14853 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3872 members 
Mstep: Class 34 contains 51992 members 
Mstep: Class 35 contains 200577 members 
Mstep: Class 36 contains 2759 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8198 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 36287 members 
Mstep: Class 42 contains 1928 members 
Mstep: Class 43 contains 17735 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6356 members 
Mstep: Class 46 contains 1427 members 
Mstep: Class 47 contains 7682 members 
Mstep: Class 48 contains 20055 members 
Mstep: Class 49 contains 4470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140008.000000 Penalty: 99961.906250
Iteration 252Q: 50 clusters Score -8.814001e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64676 members 
Mstep: Class 2 contains 10337 members 
Mstep: Class 3 contains 16031 members 
Mstep: Class 4 contains 22295 members 
Mstep: Class 5 contains 8854 members 
Mstep: Class 6 contains 7247 members 
Mstep: Class 7 contains 37841 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11578 members 
Mstep: Class 10 contains 48938 members 
Mstep: Class 11 contains 39885 members 
Mstep: Class 12 contains 29367 members 
Mstep: Class 13 contains 13260 members 
Mstep: Class 14 contains 1619 members 
Mstep: Class 15 contains 12297 members 
Mstep: Class 16 contains 6486 members 
Mstep: Class 17 contains 2782 members 
Mstep: Class 18 contains 2188 members 
Mstep: Class 19 contains 34277 members 
Mstep: Class 20 contains 10068 members 
Mstep: Class 21 contains 2592 members 
Mstep: Class 22 contains 7678 members 
Mstep: Class 23 contains 4737 members 
Mstep: Class 24 contains 4377 members 
Mstep: Class 25 contains 15473 members 
Mstep: Class 26 contains 16181 members 
Mstep: Class 27 contains 7521 members 
Mstep: Class 28 contains 20900 members 
Mstep: Class 29 contains 9730 members 
Mstep: Class 30 contains 22434 members 
Mstep: Class 31 contains 14852 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3871 members 
Mstep: Class 34 contains 51993 members 
Mstep: Class 35 contains 200584 members 
Mstep: Class 36 contains 2759 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8192 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 36290 members 
Mstep: Class 42 contains 1928 members 
Mstep: Class 43 contains 17735 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6354 members 
Mstep: Class 46 contains 1427 members 
Mstep: Class 47 contains 7700 members 
Mstep: Class 48 contains 20050 members 
Mstep: Class 49 contains 4470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140112.000000 Penalty: 99961.906250
Iteration 253Q: 50 clusters Score -8.814011e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64675 members 
Mstep: Class 2 contains 10337 members 
Mstep: Class 3 contains 16038 members 
Mstep: Class 4 contains 22266 members 
Mstep: Class 5 contains 8854 members 
Mstep: Class 6 contains 7257 members 
Mstep: Class 7 contains 37839 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11578 members 
Mstep: Class 10 contains 48940 members 
Mstep: Class 11 contains 39884 members 
Mstep: Class 12 contains 29368 members 
Mstep: Class 13 contains 13261 members 
Mstep: Class 14 contains 1619 members 
Mstep: Class 15 contains 12298 members 
Mstep: Class 16 contains 6486 members 
Mstep: Class 17 contains 2782 members 
Mstep: Class 18 contains 2188 members 
Mstep: Class 19 contains 34279 members 
Mstep: Class 20 contains 10068 members 
Mstep: Class 21 contains 2592 members 
Mstep: Class 22 contains 7676 members 
Mstep: Class 23 contains 4734 members 
Mstep: Class 24 contains 4377 members 
Mstep: Class 25 contains 15473 members 
Mstep: Class 26 contains 16181 members 
Mstep: Class 27 contains 7520 members 
Mstep: Class 28 contains 20900 members 
Mstep: Class 29 contains 9730 members 
Mstep: Class 30 contains 22433 members 
Mstep: Class 31 contains 14853 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3873 members 
Mstep: Class 34 contains 51993 members 
Mstep: Class 35 contains 200590 members 
Mstep: Class 36 contains 2759 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8186 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 36291 members 
Mstep: Class 42 contains 1928 members 
Mstep: Class 43 contains 17735 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6353 members 
Mstep: Class 46 contains 1427 members 
Mstep: Class 47 contains 7716 members 
Mstep: Class 48 contains 20047 members 
Mstep: Class 49 contains 4470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140112.000000 Penalty: 99961.906250
Iteration 254Q: 50 clusters Score -8.814011e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64675 members 
Mstep: Class 2 contains 10337 members 
Mstep: Class 3 contains 16048 members 
Mstep: Class 4 contains 22250 members 
Mstep: Class 5 contains 8858 members 
Mstep: Class 6 contains 7265 members 
Mstep: Class 7 contains 37838 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11578 members 
Mstep: Class 10 contains 48938 members 
Mstep: Class 11 contains 39884 members 
Mstep: Class 12 contains 29365 members 
Mstep: Class 13 contains 13259 members 
Mstep: Class 14 contains 1619 members 
Mstep: Class 15 contains 12299 members 
Mstep: Class 16 contains 6486 members 
Mstep: Class 17 contains 2782 members 
Mstep: Class 18 contains 2188 members 
Mstep: Class 19 contains 34279 members 
Mstep: Class 20 contains 10067 members 
Mstep: Class 21 contains 2592 members 
Mstep: Class 22 contains 7674 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 4377 members 
Mstep: Class 25 contains 15473 members 
Mstep: Class 26 contains 16181 members 
Mstep: Class 27 contains 7519 members 
Mstep: Class 28 contains 20899 members 
Mstep: Class 29 contains 9730 members 
Mstep: Class 30 contains 22433 members 
Mstep: Class 31 contains 14852 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3874 members 
Mstep: Class 34 contains 51989 members 
Mstep: Class 35 contains 200584 members 
Mstep: Class 36 contains 2759 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8183 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 36293 members 
Mstep: Class 42 contains 1928 members 
Mstep: Class 43 contains 17735 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6352 members 
Mstep: Class 46 contains 1427 members 
Mstep: Class 47 contains 7742 members 
Mstep: Class 48 contains 20041 members 
Mstep: Class 49 contains 4470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140096.000000 Penalty: 99961.906250
Iteration 255Q: 50 clusters Score -8.81401e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64677 members 
Mstep: Class 2 contains 10337 members 
Mstep: Class 3 contains 16054 members 
Mstep: Class 4 contains 22232 members 
Mstep: Class 5 contains 8860 members 
Mstep: Class 6 contains 7275 members 
Mstep: Class 7 contains 37838 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11578 members 
Mstep: Class 10 contains 48934 members 
Mstep: Class 11 contains 39884 members 
Mstep: Class 12 contains 29362 members 
Mstep: Class 13 contains 13259 members 
Mstep: Class 14 contains 1619 members 
Mstep: Class 15 contains 12300 members 
Mstep: Class 16 contains 6486 members 
Mstep: Class 17 contains 2782 members 
Mstep: Class 18 contains 2186 members 
Mstep: Class 19 contains 34281 members 
Mstep: Class 20 contains 10066 members 
Mstep: Class 21 contains 2592 members 
Mstep: Class 22 contains 7672 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 4377 members 
Mstep: Class 25 contains 15473 members 
Mstep: Class 26 contains 16181 members 
Mstep: Class 27 contains 7514 members 
Mstep: Class 28 contains 20899 members 
Mstep: Class 29 contains 9730 members 
Mstep: Class 30 contains 22433 members 
Mstep: Class 31 contains 14853 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3874 members 
Mstep: Class 34 contains 51992 members 
Mstep: Class 35 contains 200584 members 
Mstep: Class 36 contains 2759 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8176 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 36293 members 
Mstep: Class 42 contains 1928 members 
Mstep: Class 43 contains 17735 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6352 members 
Mstep: Class 46 contains 1427 members 
Mstep: Class 47 contains 7762 members 
Mstep: Class 48 contains 20038 members 
Mstep: Class 49 contains 4470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140088.000000 Penalty: 99961.906250
Iteration 256Q: 50 clusters Score -8.814009e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64672 members 
Mstep: Class 2 contains 10337 members 
Mstep: Class 3 contains 16053 members 
Mstep: Class 4 contains 22237 members 
Mstep: Class 5 contains 8859 members 
Mstep: Class 6 contains 7279 members 
Mstep: Class 7 contains 37837 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11578 members 
Mstep: Class 10 contains 48929 members 
Mstep: Class 11 contains 39884 members 
Mstep: Class 12 contains 29361 members 
Mstep: Class 13 contains 13260 members 
Mstep: Class 14 contains 1619 members 
Mstep: Class 15 contains 12300 members 
Mstep: Class 16 contains 6486 members 
Mstep: Class 17 contains 2782 members 
Mstep: Class 18 contains 2184 members 
Mstep: Class 19 contains 34280 members 
Mstep: Class 20 contains 10066 members 
Mstep: Class 21 contains 2592 members 
Mstep: Class 22 contains 7671 members 
Mstep: Class 23 contains 4729 members 
Mstep: Class 24 contains 4377 members 
Mstep: Class 25 contains 15473 members 
Mstep: Class 26 contains 16181 members 
Mstep: Class 27 contains 7511 members 
Mstep: Class 28 contains 20899 members 
Mstep: Class 29 contains 9730 members 
Mstep: Class 30 contains 22434 members 
Mstep: Class 31 contains 14852 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3873 members 
Mstep: Class 34 contains 51995 members 
Mstep: Class 35 contains 200587 members 
Mstep: Class 36 contains 2759 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8169 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 36293 members 
Mstep: Class 42 contains 1928 members 
Mstep: Class 43 contains 17735 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6352 members 
Mstep: Class 46 contains 1427 members 
Mstep: Class 47 contains 7783 members 
Mstep: Class 48 contains 20031 members 
Mstep: Class 49 contains 4470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140112.000000 Penalty: 99961.906250
Iteration 257Q: 50 clusters Score -8.814011e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64669 members 
Mstep: Class 2 contains 10337 members 
Mstep: Class 3 contains 16053 members 
Mstep: Class 4 contains 22231 members 
Mstep: Class 5 contains 8861 members 
Mstep: Class 6 contains 7282 members 
Mstep: Class 7 contains 37837 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11578 members 
Mstep: Class 10 contains 48924 members 
Mstep: Class 11 contains 39884 members 
Mstep: Class 12 contains 29362 members 
Mstep: Class 13 contains 13260 members 
Mstep: Class 14 contains 1620 members 
Mstep: Class 15 contains 12300 members 
Mstep: Class 16 contains 6486 members 
Mstep: Class 17 contains 2782 members 
Mstep: Class 18 contains 2184 members 
Mstep: Class 19 contains 34282 members 
Mstep: Class 20 contains 10066 members 
Mstep: Class 21 contains 2593 members 
Mstep: Class 22 contains 7671 members 
Mstep: Class 23 contains 4729 members 
Mstep: Class 24 contains 4377 members 
Mstep: Class 25 contains 15473 members 
Mstep: Class 26 contains 16181 members 
Mstep: Class 27 contains 7508 members 
Mstep: Class 28 contains 20899 members 
Mstep: Class 29 contains 9730 members 
Mstep: Class 30 contains 22436 members 
Mstep: Class 31 contains 14852 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3873 members 
Mstep: Class 34 contains 51995 members 
Mstep: Class 35 contains 200589 members 
Mstep: Class 36 contains 2759 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8165 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 36292 members 
Mstep: Class 42 contains 1928 members 
Mstep: Class 43 contains 17735 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6351 members 
Mstep: Class 46 contains 1427 members 
Mstep: Class 47 contains 7802 members 
Mstep: Class 48 contains 20021 members 
Mstep: Class 49 contains 4470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140112.000000 Penalty: 99961.906250
Iteration 258Q: 50 clusters Score -8.814011e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64664 members 
Mstep: Class 2 contains 10337 members 
Mstep: Class 3 contains 16053 members 
Mstep: Class 4 contains 22228 members 
Mstep: Class 5 contains 8860 members 
Mstep: Class 6 contains 7286 members 
Mstep: Class 7 contains 37837 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11578 members 
Mstep: Class 10 contains 48919 members 
Mstep: Class 11 contains 39886 members 
Mstep: Class 12 contains 29364 members 
Mstep: Class 13 contains 13261 members 
Mstep: Class 14 contains 1620 members 
Mstep: Class 15 contains 12301 members 
Mstep: Class 16 contains 6486 members 
Mstep: Class 17 contains 2782 members 
Mstep: Class 18 contains 2184 members 
Mstep: Class 19 contains 34284 members 
Mstep: Class 20 contains 10066 members 
Mstep: Class 21 contains 2594 members 
Mstep: Class 22 contains 7671 members 
Mstep: Class 23 contains 4729 members 
Mstep: Class 24 contains 4377 members 
Mstep: Class 25 contains 15473 members 
Mstep: Class 26 contains 16181 members 
Mstep: Class 27 contains 7506 members 
Mstep: Class 28 contains 20899 members 
Mstep: Class 29 contains 9730 members 
Mstep: Class 30 contains 22436 members 
Mstep: Class 31 contains 14853 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3873 members 
Mstep: Class 34 contains 51994 members 
Mstep: Class 35 contains 200587 members 
Mstep: Class 36 contains 2759 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8160 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 36293 members 
Mstep: Class 42 contains 1928 members 
Mstep: Class 43 contains 17735 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6351 members 
Mstep: Class 46 contains 1427 members 
Mstep: Class 47 contains 7814 members 
Mstep: Class 48 contains 20018 members 
Mstep: Class 49 contains 4470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140096.000000 Penalty: 99961.906250
Iteration 259Q: 50 clusters Score -8.81401e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64663 members 
Mstep: Class 2 contains 10337 members 
Mstep: Class 3 contains 16052 members 
Mstep: Class 4 contains 22219 members 
Mstep: Class 5 contains 8864 members 
Mstep: Class 6 contains 7290 members 
Mstep: Class 7 contains 37837 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11578 members 
Mstep: Class 10 contains 48917 members 
Mstep: Class 11 contains 39885 members 
Mstep: Class 12 contains 29363 members 
Mstep: Class 13 contains 13261 members 
Mstep: Class 14 contains 1621 members 
Mstep: Class 15 contains 12301 members 
Mstep: Class 16 contains 6486 members 
Mstep: Class 17 contains 2782 members 
Mstep: Class 18 contains 2184 members 
Mstep: Class 19 contains 34284 members 
Mstep: Class 20 contains 10066 members 
Mstep: Class 21 contains 2594 members 
Mstep: Class 22 contains 7671 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 4377 members 
Mstep: Class 25 contains 15473 members 
Mstep: Class 26 contains 16181 members 
Mstep: Class 27 contains 7504 members 
Mstep: Class 28 contains 20899 members 
Mstep: Class 29 contains 9729 members 
Mstep: Class 30 contains 22436 members 
Mstep: Class 31 contains 14854 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3872 members 
Mstep: Class 34 contains 51997 members 
Mstep: Class 35 contains 200586 members 
Mstep: Class 36 contains 2759 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8159 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 36293 members 
Mstep: Class 42 contains 1928 members 
Mstep: Class 43 contains 17735 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6350 members 
Mstep: Class 46 contains 1427 members 
Mstep: Class 47 contains 7822 members 
Mstep: Class 48 contains 20018 members 
Mstep: Class 49 contains 4470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140168.000000 Penalty: 99961.906250
Iteration 260F: 50 clusters Score -8.814017e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64663 members 
Mstep: Class 2 contains 10337 members 
Mstep: Class 3 contains 16052 members 
Mstep: Class 4 contains 22214 members 
Mstep: Class 5 contains 8868 members 
Mstep: Class 6 contains 7293 members 
Mstep: Class 7 contains 37836 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11578 members 
Mstep: Class 10 contains 48913 members 
Mstep: Class 11 contains 39884 members 
Mstep: Class 12 contains 29361 members 
Mstep: Class 13 contains 13262 members 
Mstep: Class 14 contains 1621 members 
Mstep: Class 15 contains 12300 members 
Mstep: Class 16 contains 6486 members 
Mstep: Class 17 contains 2782 members 
Mstep: Class 18 contains 2184 members 
Mstep: Class 19 contains 34284 members 
Mstep: Class 20 contains 10066 members 
Mstep: Class 21 contains 2594 members 
Mstep: Class 22 contains 7671 members 
Mstep: Class 23 contains 4729 members 
Mstep: Class 24 contains 4378 members 
Mstep: Class 25 contains 15473 members 
Mstep: Class 26 contains 16181 members 
Mstep: Class 27 contains 7503 members 
Mstep: Class 28 contains 20901 members 
Mstep: Class 29 contains 9730 members 
Mstep: Class 30 contains 22437 members 
Mstep: Class 31 contains 14852 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3871 members 
Mstep: Class 34 contains 51997 members 
Mstep: Class 35 contains 200585 members 
Mstep: Class 36 contains 2759 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8155 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 36294 members 
Mstep: Class 42 contains 1928 members 
Mstep: Class 43 contains 17735 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6348 members 
Mstep: Class 46 contains 1427 members 
Mstep: Class 47 contains 7836 members 
Mstep: Class 48 contains 20016 members 
Mstep: Class 49 contains 4470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140096.000000 Penalty: 99961.906250
Iteration 261Q: 50 clusters Score -8.81401e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64661 members 
Mstep: Class 2 contains 10337 members 
Mstep: Class 3 contains 16060 members 
Mstep: Class 4 contains 22203 members 
Mstep: Class 5 contains 8871 members 
Mstep: Class 6 contains 7298 members 
Mstep: Class 7 contains 37833 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11578 members 
Mstep: Class 10 contains 48907 members 
Mstep: Class 11 contains 39883 members 
Mstep: Class 12 contains 29360 members 
Mstep: Class 13 contains 13264 members 
Mstep: Class 14 contains 1621 members 
Mstep: Class 15 contains 12299 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2782 members 
Mstep: Class 18 contains 2184 members 
Mstep: Class 19 contains 34286 members 
Mstep: Class 20 contains 10065 members 
Mstep: Class 21 contains 2594 members 
Mstep: Class 22 contains 7671 members 
Mstep: Class 23 contains 4728 members 
Mstep: Class 24 contains 4378 members 
Mstep: Class 25 contains 15473 members 
Mstep: Class 26 contains 16181 members 
Mstep: Class 27 contains 7503 members 
Mstep: Class 28 contains 20902 members 
Mstep: Class 29 contains 9731 members 
Mstep: Class 30 contains 22437 members 
Mstep: Class 31 contains 14850 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3871 members 
Mstep: Class 34 contains 51997 members 
Mstep: Class 35 contains 200583 members 
Mstep: Class 36 contains 2759 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8151 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 36295 members 
Mstep: Class 42 contains 1928 members 
Mstep: Class 43 contains 17735 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6347 members 
Mstep: Class 46 contains 1427 members 
Mstep: Class 47 contains 7852 members 
Mstep: Class 48 contains 20014 members 
Mstep: Class 49 contains 4470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140184.000000 Penalty: 99961.906250
Iteration 262Q: 50 clusters Score -8.814018e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64660 members 
Mstep: Class 2 contains 10337 members 
Mstep: Class 3 contains 16066 members 
Mstep: Class 4 contains 22189 members 
Mstep: Class 5 contains 8870 members 
Mstep: Class 6 contains 7301 members 
Mstep: Class 7 contains 37833 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11578 members 
Mstep: Class 10 contains 48902 members 
Mstep: Class 11 contains 39883 members 
Mstep: Class 12 contains 29358 members 
Mstep: Class 13 contains 13264 members 
Mstep: Class 14 contains 1621 members 
Mstep: Class 15 contains 12298 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2782 members 
Mstep: Class 18 contains 2184 members 
Mstep: Class 19 contains 34290 members 
Mstep: Class 20 contains 10066 members 
Mstep: Class 21 contains 2594 members 
Mstep: Class 22 contains 7671 members 
Mstep: Class 23 contains 4731 members 
Mstep: Class 24 contains 4379 members 
Mstep: Class 25 contains 15473 members 
Mstep: Class 26 contains 16181 members 
Mstep: Class 27 contains 7502 members 
Mstep: Class 28 contains 20902 members 
Mstep: Class 29 contains 9731 members 
Mstep: Class 30 contains 22436 members 
Mstep: Class 31 contains 14848 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3871 members 
Mstep: Class 34 contains 52000 members 
Mstep: Class 35 contains 200583 members 
Mstep: Class 36 contains 2759 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8148 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 36295 members 
Mstep: Class 42 contains 1928 members 
Mstep: Class 43 contains 17735 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6345 members 
Mstep: Class 46 contains 1427 members 
Mstep: Class 47 contains 7865 members 
Mstep: Class 48 contains 20013 members 
Mstep: Class 49 contains 4470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140176.000000 Penalty: 99961.906250
Iteration 263Q: 50 clusters Score -8.814018e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64659 members 
Mstep: Class 2 contains 10337 members 
Mstep: Class 3 contains 16072 members 
Mstep: Class 4 contains 22175 members 
Mstep: Class 5 contains 8869 members 
Mstep: Class 6 contains 7305 members 
Mstep: Class 7 contains 37833 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11578 members 
Mstep: Class 10 contains 48896 members 
Mstep: Class 11 contains 39883 members 
Mstep: Class 12 contains 29350 members 
Mstep: Class 13 contains 13265 members 
Mstep: Class 14 contains 1621 members 
Mstep: Class 15 contains 12297 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2782 members 
Mstep: Class 18 contains 2183 members 
Mstep: Class 19 contains 34291 members 
Mstep: Class 20 contains 10065 members 
Mstep: Class 21 contains 2594 members 
Mstep: Class 22 contains 7672 members 
Mstep: Class 23 contains 4733 members 
Mstep: Class 24 contains 4379 members 
Mstep: Class 25 contains 15473 members 
Mstep: Class 26 contains 16181 members 
Mstep: Class 27 contains 7503 members 
Mstep: Class 28 contains 20902 members 
Mstep: Class 29 contains 9731 members 
Mstep: Class 30 contains 22435 members 
Mstep: Class 31 contains 14847 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3871 members 
Mstep: Class 34 contains 52005 members 
Mstep: Class 35 contains 200587 members 
Mstep: Class 36 contains 2759 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8145 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 921 members 
Mstep: Class 41 contains 36295 members 
Mstep: Class 42 contains 1928 members 
Mstep: Class 43 contains 17735 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6343 members 
Mstep: Class 46 contains 1427 members 
Mstep: Class 47 contains 7883 members 
Mstep: Class 48 contains 20009 members 
Mstep: Class 49 contains 4470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140248.000000 Penalty: 99961.906250
Iteration 264Q: 50 clusters Score -8.814025e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64658 members 
Mstep: Class 2 contains 10337 members 
Mstep: Class 3 contains 16075 members 
Mstep: Class 4 contains 22148 members 
Mstep: Class 5 contains 8868 members 
Mstep: Class 6 contains 7311 members 
Mstep: Class 7 contains 37834 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11578 members 
Mstep: Class 10 contains 48894 members 
Mstep: Class 11 contains 39883 members 
Mstep: Class 12 contains 29344 members 
Mstep: Class 13 contains 13265 members 
Mstep: Class 14 contains 1621 members 
Mstep: Class 15 contains 12296 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2782 members 
Mstep: Class 18 contains 2184 members 
Mstep: Class 19 contains 34295 members 
Mstep: Class 20 contains 10065 members 
Mstep: Class 21 contains 2594 members 
Mstep: Class 22 contains 7672 members 
Mstep: Class 23 contains 4734 members 
Mstep: Class 24 contains 4380 members 
Mstep: Class 25 contains 15473 members 
Mstep: Class 26 contains 16181 members 
Mstep: Class 27 contains 7503 members 
Mstep: Class 28 contains 20902 members 
Mstep: Class 29 contains 9731 members 
Mstep: Class 30 contains 22434 members 
Mstep: Class 31 contains 14847 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3871 members 
Mstep: Class 34 contains 52011 members 
Mstep: Class 35 contains 200591 members 
Mstep: Class 36 contains 2759 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8140 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 922 members 
Mstep: Class 41 contains 36294 members 
Mstep: Class 42 contains 1928 members 
Mstep: Class 43 contains 17735 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6343 members 
Mstep: Class 46 contains 1427 members 
Mstep: Class 47 contains 7900 members 
Mstep: Class 48 contains 20009 members 
Mstep: Class 49 contains 4470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140256.000000 Penalty: 99961.906250
Iteration 265Q: 50 clusters Score -8.814026e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64656 members 
Mstep: Class 2 contains 10337 members 
Mstep: Class 3 contains 16074 members 
Mstep: Class 4 contains 22130 members 
Mstep: Class 5 contains 8869 members 
Mstep: Class 6 contains 7318 members 
Mstep: Class 7 contains 37833 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11578 members 
Mstep: Class 10 contains 48892 members 
Mstep: Class 11 contains 39882 members 
Mstep: Class 12 contains 29341 members 
Mstep: Class 13 contains 13267 members 
Mstep: Class 14 contains 1621 members 
Mstep: Class 15 contains 12295 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2782 members 
Mstep: Class 18 contains 2182 members 
Mstep: Class 19 contains 34295 members 
Mstep: Class 20 contains 10065 members 
Mstep: Class 21 contains 2594 members 
Mstep: Class 22 contains 7673 members 
Mstep: Class 23 contains 4738 members 
Mstep: Class 24 contains 4380 members 
Mstep: Class 25 contains 15473 members 
Mstep: Class 26 contains 16181 members 
Mstep: Class 27 contains 7501 members 
Mstep: Class 28 contains 20903 members 
Mstep: Class 29 contains 9730 members 
Mstep: Class 30 contains 22434 members 
Mstep: Class 31 contains 14847 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3872 members 
Mstep: Class 34 contains 52007 members 
Mstep: Class 35 contains 200596 members 
Mstep: Class 36 contains 2759 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8134 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 921 members 
Mstep: Class 41 contains 36294 members 
Mstep: Class 42 contains 1928 members 
Mstep: Class 43 contains 17735 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6343 members 
Mstep: Class 46 contains 1427 members 
Mstep: Class 47 contains 7924 members 
Mstep: Class 48 contains 20008 members 
Mstep: Class 49 contains 4470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140224.000000 Penalty: 99961.906250
Iteration 266Q: 50 clusters Score -8.814022e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64654 members 
Mstep: Class 2 contains 10337 members 
Mstep: Class 3 contains 16077 members 
Mstep: Class 4 contains 22112 members 
Mstep: Class 5 contains 8869 members 
Mstep: Class 6 contains 7324 members 
Mstep: Class 7 contains 37835 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11578 members 
Mstep: Class 10 contains 48889 members 
Mstep: Class 11 contains 39879 members 
Mstep: Class 12 contains 29341 members 
Mstep: Class 13 contains 13266 members 
Mstep: Class 14 contains 1621 members 
Mstep: Class 15 contains 12295 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2782 members 
Mstep: Class 18 contains 2183 members 
Mstep: Class 19 contains 34296 members 
Mstep: Class 20 contains 10065 members 
Mstep: Class 21 contains 2593 members 
Mstep: Class 22 contains 7672 members 
Mstep: Class 23 contains 4736 members 
Mstep: Class 24 contains 4381 members 
Mstep: Class 25 contains 15473 members 
Mstep: Class 26 contains 16181 members 
Mstep: Class 27 contains 7502 members 
Mstep: Class 28 contains 20903 members 
Mstep: Class 29 contains 9730 members 
Mstep: Class 30 contains 22433 members 
Mstep: Class 31 contains 14846 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3874 members 
Mstep: Class 34 contains 52004 members 
Mstep: Class 35 contains 200603 members 
Mstep: Class 36 contains 2759 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8127 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 36295 members 
Mstep: Class 42 contains 1928 members 
Mstep: Class 43 contains 17735 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6343 members 
Mstep: Class 46 contains 1427 members 
Mstep: Class 47 contains 7943 members 
Mstep: Class 48 contains 20008 members 
Mstep: Class 49 contains 4470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140248.000000 Penalty: 99961.906250
Iteration 267Q: 50 clusters Score -8.814025e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64651 members 
Mstep: Class 2 contains 10337 members 
Mstep: Class 3 contains 16079 members 
Mstep: Class 4 contains 22090 members 
Mstep: Class 5 contains 8872 members 
Mstep: Class 6 contains 7331 members 
Mstep: Class 7 contains 37835 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11578 members 
Mstep: Class 10 contains 48880 members 
Mstep: Class 11 contains 39877 members 
Mstep: Class 12 contains 29344 members 
Mstep: Class 13 contains 13266 members 
Mstep: Class 14 contains 1621 members 
Mstep: Class 15 contains 12297 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2782 members 
Mstep: Class 18 contains 2184 members 
Mstep: Class 19 contains 34300 members 
Mstep: Class 20 contains 10068 members 
Mstep: Class 21 contains 2592 members 
Mstep: Class 22 contains 7670 members 
Mstep: Class 23 contains 4740 members 
Mstep: Class 24 contains 4382 members 
Mstep: Class 25 contains 15473 members 
Mstep: Class 26 contains 16181 members 
Mstep: Class 27 contains 7505 members 
Mstep: Class 28 contains 20902 members 
Mstep: Class 29 contains 9729 members 
Mstep: Class 30 contains 22432 members 
Mstep: Class 31 contains 14846 members 
Mstep: Class 32 contains 10266 members 
Mstep: Class 33 contains 3875 members 
Mstep: Class 34 contains 52001 members 
Mstep: Class 35 contains 200600 members 
Mstep: Class 36 contains 2759 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8121 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 36299 members 
Mstep: Class 42 contains 1928 members 
Mstep: Class 43 contains 17735 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6344 members 
Mstep: Class 46 contains 1427 members 
Mstep: Class 47 contains 7958 members 
Mstep: Class 48 contains 20009 members 
Mstep: Class 49 contains 4470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140224.000000 Penalty: 99961.906250
Iteration 268Q: 50 clusters Score -8.814022e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64653 members 
Mstep: Class 2 contains 10337 members 
Mstep: Class 3 contains 16078 members 
Mstep: Class 4 contains 22073 members 
Mstep: Class 5 contains 8880 members 
Mstep: Class 6 contains 7338 members 
Mstep: Class 7 contains 37837 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11578 members 
Mstep: Class 10 contains 48872 members 
Mstep: Class 11 contains 39876 members 
Mstep: Class 12 contains 29340 members 
Mstep: Class 13 contains 13268 members 
Mstep: Class 14 contains 1621 members 
Mstep: Class 15 contains 12295 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2782 members 
Mstep: Class 18 contains 2181 members 
Mstep: Class 19 contains 34304 members 
Mstep: Class 20 contains 10069 members 
Mstep: Class 21 contains 2592 members 
Mstep: Class 22 contains 7670 members 
Mstep: Class 23 contains 4742 members 
Mstep: Class 24 contains 4383 members 
Mstep: Class 25 contains 15473 members 
Mstep: Class 26 contains 16181 members 
Mstep: Class 27 contains 7507 members 
Mstep: Class 28 contains 20901 members 
Mstep: Class 29 contains 9729 members 
Mstep: Class 30 contains 22432 members 
Mstep: Class 31 contains 14845 members 
Mstep: Class 32 contains 10266 members 
Mstep: Class 33 contains 3874 members 
Mstep: Class 34 contains 51996 members 
Mstep: Class 35 contains 200605 members 
Mstep: Class 36 contains 2759 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8118 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 36302 members 
Mstep: Class 42 contains 1928 members 
Mstep: Class 43 contains 17735 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6345 members 
Mstep: Class 46 contains 1427 members 
Mstep: Class 47 contains 7968 members 
Mstep: Class 48 contains 20006 members 
Mstep: Class 49 contains 4470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140176.000000 Penalty: 99961.906250
Iteration 269Q: 50 clusters Score -8.814018e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64652 members 
Mstep: Class 2 contains 10337 members 
Mstep: Class 3 contains 16078 members 
Mstep: Class 4 contains 22048 members 
Mstep: Class 5 contains 8883 members 
Mstep: Class 6 contains 7350 members 
Mstep: Class 7 contains 37836 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11578 members 
Mstep: Class 10 contains 48865 members 
Mstep: Class 11 contains 39876 members 
Mstep: Class 12 contains 29342 members 
Mstep: Class 13 contains 13270 members 
Mstep: Class 14 contains 1621 members 
Mstep: Class 15 contains 12295 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2782 members 
Mstep: Class 18 contains 2179 members 
Mstep: Class 19 contains 34307 members 
Mstep: Class 20 contains 10071 members 
Mstep: Class 21 contains 2593 members 
Mstep: Class 22 contains 7670 members 
Mstep: Class 23 contains 4743 members 
Mstep: Class 24 contains 4384 members 
Mstep: Class 25 contains 15473 members 
Mstep: Class 26 contains 16181 members 
Mstep: Class 27 contains 7512 members 
Mstep: Class 28 contains 20900 members 
Mstep: Class 29 contains 9730 members 
Mstep: Class 30 contains 22429 members 
Mstep: Class 31 contains 14845 members 
Mstep: Class 32 contains 10266 members 
Mstep: Class 33 contains 3874 members 
Mstep: Class 34 contains 51989 members 
Mstep: Class 35 contains 200613 members 
Mstep: Class 36 contains 2759 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8116 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 36305 members 
Mstep: Class 42 contains 1928 members 
Mstep: Class 43 contains 17735 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6345 members 
Mstep: Class 46 contains 1427 members 
Mstep: Class 47 contains 7977 members 
Mstep: Class 48 contains 20002 members 
Mstep: Class 49 contains 4470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140184.000000 Penalty: 99961.906250
Iteration 270Q: 50 clusters Score -8.814018e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64647 members 
Mstep: Class 2 contains 10337 members 
Mstep: Class 3 contains 16080 members 
Mstep: Class 4 contains 22033 members 
Mstep: Class 5 contains 8889 members 
Mstep: Class 6 contains 7358 members 
Mstep: Class 7 contains 37835 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11578 members 
Mstep: Class 10 contains 48857 members 
Mstep: Class 11 contains 39875 members 
Mstep: Class 12 contains 29340 members 
Mstep: Class 13 contains 13269 members 
Mstep: Class 14 contains 1621 members 
Mstep: Class 15 contains 12295 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2782 members 
Mstep: Class 18 contains 2179 members 
Mstep: Class 19 contains 34309 members 
Mstep: Class 20 contains 10070 members 
Mstep: Class 21 contains 2593 members 
Mstep: Class 22 contains 7670 members 
Mstep: Class 23 contains 4746 members 
Mstep: Class 24 contains 4384 members 
Mstep: Class 25 contains 15473 members 
Mstep: Class 26 contains 16181 members 
Mstep: Class 27 contains 7515 members 
Mstep: Class 28 contains 20899 members 
Mstep: Class 29 contains 9730 members 
Mstep: Class 30 contains 22427 members 
Mstep: Class 31 contains 14844 members 
Mstep: Class 32 contains 10266 members 
Mstep: Class 33 contains 3874 members 
Mstep: Class 34 contains 51990 members 
Mstep: Class 35 contains 200623 members 
Mstep: Class 36 contains 2759 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8115 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 36308 members 
Mstep: Class 42 contains 1928 members 
Mstep: Class 43 contains 17735 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6345 members 
Mstep: Class 46 contains 1427 members 
Mstep: Class 47 contains 7981 members 
Mstep: Class 48 contains 19999 members 
Mstep: Class 49 contains 4470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140080.000000 Penalty: 99961.906250
Iteration 271Q: 50 clusters Score -8.814008e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64643 members 
Mstep: Class 2 contains 10337 members 
Mstep: Class 3 contains 16082 members 
Mstep: Class 4 contains 22021 members 
Mstep: Class 5 contains 8891 members 
Mstep: Class 6 contains 7369 members 
Mstep: Class 7 contains 37835 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11578 members 
Mstep: Class 10 contains 48847 members 
Mstep: Class 11 contains 39873 members 
Mstep: Class 12 contains 29340 members 
Mstep: Class 13 contains 13269 members 
Mstep: Class 14 contains 1621 members 
Mstep: Class 15 contains 12296 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2782 members 
Mstep: Class 18 contains 2179 members 
Mstep: Class 19 contains 34314 members 
Mstep: Class 20 contains 10070 members 
Mstep: Class 21 contains 2593 members 
Mstep: Class 22 contains 7670 members 
Mstep: Class 23 contains 4747 members 
Mstep: Class 24 contains 4384 members 
Mstep: Class 25 contains 15473 members 
Mstep: Class 26 contains 16181 members 
Mstep: Class 27 contains 7513 members 
Mstep: Class 28 contains 20900 members 
Mstep: Class 29 contains 9730 members 
Mstep: Class 30 contains 22428 members 
Mstep: Class 31 contains 14844 members 
Mstep: Class 32 contains 10266 members 
Mstep: Class 33 contains 3874 members 
Mstep: Class 34 contains 51985 members 
Mstep: Class 35 contains 200630 members 
Mstep: Class 36 contains 2759 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8114 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 36309 members 
Mstep: Class 42 contains 1928 members 
Mstep: Class 43 contains 17735 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6346 members 
Mstep: Class 46 contains 1427 members 
Mstep: Class 47 contains 7986 members 
Mstep: Class 48 contains 19997 members 
Mstep: Class 49 contains 4470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140304.000000 Penalty: 99961.906250
Iteration 272Q: 50 clusters Score -8.81403e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64639 members 
Mstep: Class 2 contains 10337 members 
Mstep: Class 3 contains 16085 members 
Mstep: Class 4 contains 22009 members 
Mstep: Class 5 contains 8896 members 
Mstep: Class 6 contains 7377 members 
Mstep: Class 7 contains 37835 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11578 members 
Mstep: Class 10 contains 48844 members 
Mstep: Class 11 contains 39873 members 
Mstep: Class 12 contains 29337 members 
Mstep: Class 13 contains 13269 members 
Mstep: Class 14 contains 1621 members 
Mstep: Class 15 contains 12295 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2783 members 
Mstep: Class 18 contains 2179 members 
Mstep: Class 19 contains 34315 members 
Mstep: Class 20 contains 10070 members 
Mstep: Class 21 contains 2593 members 
Mstep: Class 22 contains 7670 members 
Mstep: Class 23 contains 4747 members 
Mstep: Class 24 contains 4383 members 
Mstep: Class 25 contains 15473 members 
Mstep: Class 26 contains 16181 members 
Mstep: Class 27 contains 7512 members 
Mstep: Class 28 contains 20901 members 
Mstep: Class 29 contains 9730 members 
Mstep: Class 30 contains 22428 members 
Mstep: Class 31 contains 14844 members 
Mstep: Class 32 contains 10266 members 
Mstep: Class 33 contains 3874 members 
Mstep: Class 34 contains 51984 members 
Mstep: Class 35 contains 200631 members 
Mstep: Class 36 contains 2759 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8112 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 36313 members 
Mstep: Class 42 contains 1928 members 
Mstep: Class 43 contains 17735 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6346 members 
Mstep: Class 46 contains 1427 members 
Mstep: Class 47 contains 7989 members 
Mstep: Class 48 contains 19998 members 
Mstep: Class 49 contains 4470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140192.000000 Penalty: 99961.906250
Iteration 273Q: 50 clusters Score -8.814019e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64637 members 
Mstep: Class 2 contains 10337 members 
Mstep: Class 3 contains 16083 members 
Mstep: Class 4 contains 21991 members 
Mstep: Class 5 contains 8900 members 
Mstep: Class 6 contains 7385 members 
Mstep: Class 7 contains 37835 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11578 members 
Mstep: Class 10 contains 48839 members 
Mstep: Class 11 contains 39873 members 
Mstep: Class 12 contains 29340 members 
Mstep: Class 13 contains 13270 members 
Mstep: Class 14 contains 1621 members 
Mstep: Class 15 contains 12296 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2783 members 
Mstep: Class 18 contains 2179 members 
Mstep: Class 19 contains 34318 members 
Mstep: Class 20 contains 10070 members 
Mstep: Class 21 contains 2593 members 
Mstep: Class 22 contains 7670 members 
Mstep: Class 23 contains 4748 members 
Mstep: Class 24 contains 4383 members 
Mstep: Class 25 contains 15473 members 
Mstep: Class 26 contains 16181 members 
Mstep: Class 27 contains 7512 members 
Mstep: Class 28 contains 20900 members 
Mstep: Class 29 contains 9730 members 
Mstep: Class 30 contains 22429 members 
Mstep: Class 31 contains 14844 members 
Mstep: Class 32 contains 10266 members 
Mstep: Class 33 contains 3874 members 
Mstep: Class 34 contains 51981 members 
Mstep: Class 35 contains 200637 members 
Mstep: Class 36 contains 2759 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8110 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 36317 members 
Mstep: Class 42 contains 1928 members 
Mstep: Class 43 contains 17735 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6346 members 
Mstep: Class 46 contains 1427 members 
Mstep: Class 47 contains 7990 members 
Mstep: Class 48 contains 19998 members 
Mstep: Class 49 contains 4470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140296.000000 Penalty: 99961.906250
Iteration 274Q: 50 clusters Score -8.81403e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64640 members 
Mstep: Class 2 contains 10337 members 
Mstep: Class 3 contains 16083 members 
Mstep: Class 4 contains 21975 members 
Mstep: Class 5 contains 8906 members 
Mstep: Class 6 contains 7393 members 
Mstep: Class 7 contains 37835 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11578 members 
Mstep: Class 10 contains 48833 members 
Mstep: Class 11 contains 39874 members 
Mstep: Class 12 contains 29335 members 
Mstep: Class 13 contains 13271 members 
Mstep: Class 14 contains 1621 members 
Mstep: Class 15 contains 12296 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2783 members 
Mstep: Class 18 contains 2179 members 
Mstep: Class 19 contains 34319 members 
Mstep: Class 20 contains 10069 members 
Mstep: Class 21 contains 2593 members 
Mstep: Class 22 contains 7670 members 
Mstep: Class 23 contains 4748 members 
Mstep: Class 24 contains 4384 members 
Mstep: Class 25 contains 15473 members 
Mstep: Class 26 contains 16181 members 
Mstep: Class 27 contains 7511 members 
Mstep: Class 28 contains 20898 members 
Mstep: Class 29 contains 9731 members 
Mstep: Class 30 contains 22429 members 
Mstep: Class 31 contains 14844 members 
Mstep: Class 32 contains 10266 members 
Mstep: Class 33 contains 3874 members 
Mstep: Class 34 contains 51974 members 
Mstep: Class 35 contains 200648 members 
Mstep: Class 36 contains 2759 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8109 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 36322 members 
Mstep: Class 42 contains 1928 members 
Mstep: Class 43 contains 17735 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6346 members 
Mstep: Class 46 contains 1427 members 
Mstep: Class 47 contains 7992 members 
Mstep: Class 48 contains 19997 members 
Mstep: Class 49 contains 4470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140240.000000 Penalty: 99961.906250
Iteration 275Q: 50 clusters Score -8.814024e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64639 members 
Mstep: Class 2 contains 10337 members 
Mstep: Class 3 contains 16085 members 
Mstep: Class 4 contains 21960 members 
Mstep: Class 5 contains 8911 members 
Mstep: Class 6 contains 7397 members 
Mstep: Class 7 contains 37834 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11578 members 
Mstep: Class 10 contains 48827 members 
Mstep: Class 11 contains 39874 members 
Mstep: Class 12 contains 29335 members 
Mstep: Class 13 contains 13271 members 
Mstep: Class 14 contains 1621 members 
Mstep: Class 15 contains 12296 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2783 members 
Mstep: Class 18 contains 2179 members 
Mstep: Class 19 contains 34320 members 
Mstep: Class 20 contains 10070 members 
Mstep: Class 21 contains 2593 members 
Mstep: Class 22 contains 7670 members 
Mstep: Class 23 contains 4749 members 
Mstep: Class 24 contains 4384 members 
Mstep: Class 25 contains 15473 members 
Mstep: Class 26 contains 16181 members 
Mstep: Class 27 contains 7511 members 
Mstep: Class 28 contains 20898 members 
Mstep: Class 29 contains 9731 members 
Mstep: Class 30 contains 22429 members 
Mstep: Class 31 contains 14844 members 
Mstep: Class 32 contains 10266 members 
Mstep: Class 33 contains 3874 members 
Mstep: Class 34 contains 51969 members 
Mstep: Class 35 contains 200654 members 
Mstep: Class 36 contains 2759 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8109 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 36328 members 
Mstep: Class 42 contains 1928 members 
Mstep: Class 43 contains 17735 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6346 members 
Mstep: Class 46 contains 1427 members 
Mstep: Class 47 contains 7992 members 
Mstep: Class 48 contains 19999 members 
Mstep: Class 49 contains 4470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140216.000000 Penalty: 99961.906250
Iteration 276Q: 50 clusters Score -8.814022e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64639 members 
Mstep: Class 2 contains 10337 members 
Mstep: Class 3 contains 16087 members 
Mstep: Class 4 contains 21946 members 
Mstep: Class 5 contains 8918 members 
Mstep: Class 6 contains 7402 members 
Mstep: Class 7 contains 37834 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11578 members 
Mstep: Class 10 contains 48822 members 
Mstep: Class 11 contains 39874 members 
Mstep: Class 12 contains 29337 members 
Mstep: Class 13 contains 13270 members 
Mstep: Class 14 contains 1621 members 
Mstep: Class 15 contains 12296 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2783 members 
Mstep: Class 18 contains 2179 members 
Mstep: Class 19 contains 34320 members 
Mstep: Class 20 contains 10071 members 
Mstep: Class 21 contains 2594 members 
Mstep: Class 22 contains 7669 members 
Mstep: Class 23 contains 4750 members 
Mstep: Class 24 contains 4384 members 
Mstep: Class 25 contains 15473 members 
Mstep: Class 26 contains 16181 members 
Mstep: Class 27 contains 7511 members 
Mstep: Class 28 contains 20898 members 
Mstep: Class 29 contains 9731 members 
Mstep: Class 30 contains 22430 members 
Mstep: Class 31 contains 14844 members 
Mstep: Class 32 contains 10266 members 
Mstep: Class 33 contains 3873 members 
Mstep: Class 34 contains 51970 members 
Mstep: Class 35 contains 200651 members 
Mstep: Class 36 contains 2759 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8109 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 36330 members 
Mstep: Class 42 contains 1928 members 
Mstep: Class 43 contains 17735 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6346 members 
Mstep: Class 46 contains 1427 members 
Mstep: Class 47 contains 7993 members 
Mstep: Class 48 contains 20000 members 
Mstep: Class 49 contains 4470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140128.000000 Penalty: 99961.906250
Iteration 277Q: 50 clusters Score -8.814013e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64636 members 
Mstep: Class 2 contains 10337 members 
Mstep: Class 3 contains 16087 members 
Mstep: Class 4 contains 21938 members 
Mstep: Class 5 contains 8926 members 
Mstep: Class 6 contains 7406 members 
Mstep: Class 7 contains 37834 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11578 members 
Mstep: Class 10 contains 48814 members 
Mstep: Class 11 contains 39874 members 
Mstep: Class 12 contains 29342 members 
Mstep: Class 13 contains 13269 members 
Mstep: Class 14 contains 1621 members 
Mstep: Class 15 contains 12297 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2783 members 
Mstep: Class 18 contains 2179 members 
Mstep: Class 19 contains 34321 members 
Mstep: Class 20 contains 10072 members 
Mstep: Class 21 contains 2593 members 
Mstep: Class 22 contains 7668 members 
Mstep: Class 23 contains 4750 members 
Mstep: Class 24 contains 4385 members 
Mstep: Class 25 contains 15473 members 
Mstep: Class 26 contains 16181 members 
Mstep: Class 27 contains 7511 members 
Mstep: Class 28 contains 20897 members 
Mstep: Class 29 contains 9731 members 
Mstep: Class 30 contains 22430 members 
Mstep: Class 31 contains 14845 members 
Mstep: Class 32 contains 10266 members 
Mstep: Class 33 contains 3872 members 
Mstep: Class 34 contains 51966 members 
Mstep: Class 35 contains 200648 members 
Mstep: Class 36 contains 2759 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8109 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 36338 members 
Mstep: Class 42 contains 1929 members 
Mstep: Class 43 contains 17735 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6347 members 
Mstep: Class 46 contains 1427 members 
Mstep: Class 47 contains 7995 members 
Mstep: Class 48 contains 19997 members 
Mstep: Class 49 contains 4470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140168.000000 Penalty: 99961.906250
Iteration 278Q: 50 clusters Score -8.814017e+07 nChanged 81
Entering ConstructFrom: 
Score: -88140168.000000 Penalty: 99961.906250
Entering ConstructFrom: 
Trying to split cluster 1 (64632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64632 members 
Entering Unmasked Estep 
Score: -6653599.000000 Penalty: 1648.177979
	Iteration 0F: 2 clusters Score -6653599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32272 members 
Mstep: Class 2 contains 32360 members 
Entering Unmasked Estep 
Score: -6611361.000000 Penalty: 3296.355957
	Iteration 0F: 3 clusters Score -6611361 nChanged 30228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32580 members 
Mstep: Class 2 contains 32052 members 
Entering Unmasked Estep 
Score: -6629187.500000 Penalty: 3296.355957
	Iteration 1F: 3 clusters Score -6629188 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32941 members 
Mstep: Class 2 contains 31691 members 
Entering Unmasked Estep 
Score: -6630630.500000 Penalty: 3296.355957
	Iteration 2F: 3 clusters Score -6630630 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33285 members 
Mstep: Class 2 contains 31347 members 
Entering Unmasked Estep 
Score: -6632419.000000 Penalty: 3296.355957
	Iteration 3F: 3 clusters Score -6632419 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33746 members 
Mstep: Class 2 contains 30886 members 
Entering Unmasked Estep 
Score: -6634315.500000 Penalty: 3296.355957
	Iteration 4F: 3 clusters Score -6634316 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34153 members 
Mstep: Class 2 contains 30479 members 
Entering Unmasked Estep 
Score: -6636410.000000 Penalty: 3296.355957
	Iteration 5F: 3 clusters Score -6636410 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34388 members 
Mstep: Class 2 contains 30244 members 
Entering Unmasked Estep 
Score: -6638448.500000 Penalty: 3296.355957
	Iteration 6F: 3 clusters Score -6638448 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34343 members 
Mstep: Class 2 contains 30289 members 
Entering Unmasked Estep 
Score: -6640492.000000 Penalty: 3296.355957
	Iteration 7F: 3 clusters Score -6640492 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34083 members 
Mstep: Class 2 contains 30549 members 
Entering Unmasked Estep 
Score: -6642346.500000 Penalty: 3296.355957
	Iteration 8F: 3 clusters Score -6642346 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33750 members 
Mstep: Class 2 contains 30882 members 
Entering Unmasked Estep 
Score: -6644041.500000 Penalty: 3296.355957
	Iteration 9Q: 3 clusters Score -6644042 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33329 members 
Mstep: Class 2 contains 31303 members 
Entering Unmasked Estep 
Score: -6645583.500000 Penalty: 3296.355957
	Iteration 10Q: 3 clusters Score -6645584 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32910 members 
Mstep: Class 2 contains 31722 members 
Entering Unmasked Estep 
Score: -6647082.500000 Penalty: 3296.355957
	Iteration 11Q: 3 clusters Score -6647082 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32479 members 
Mstep: Class 2 contains 32153 members 
Entering Unmasked Estep 
Score: -6648143.500000 Penalty: 3296.355957
	Iteration 12Q: 3 clusters Score -6648144 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32144 members 
Mstep: Class 2 contains 32488 members 
Entering Unmasked Estep 
Score: -6648903.000000 Penalty: 3296.355957
	Iteration 13Q: 3 clusters Score -6648903 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31848 members 
Mstep: Class 2 contains 32784 members 
Entering Unmasked Estep 
Score: -6649469.500000 Penalty: 3296.355957
	Iteration 14Q: 3 clusters Score -6649470 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31569 members 
Mstep: Class 2 contains 33063 members 
Entering Unmasked Estep 
Score: -6649810.000000 Penalty: 3296.355957
	Iteration 15Q: 3 clusters Score -6649810 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31309 members 
Mstep: Class 2 contains 33323 members 
Entering Unmasked Estep 
Score: -6650124.000000 Penalty: 3296.355957
	Iteration 16Q: 3 clusters Score -6650124 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31112 members 
Mstep: Class 2 contains 33520 members 
Entering Unmasked Estep 
Score: -6650299.500000 Penalty: 3296.355957
	Iteration 17Q: 3 clusters Score -6650300 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30935 members 
Mstep: Class 2 contains 33697 members 
Entering Unmasked Estep 
Score: -6650421.500000 Penalty: 3296.355957
	Iteration 18Q: 3 clusters Score -6650422 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30778 members 
Mstep: Class 2 contains 33854 members 
Entering Unmasked Estep 
Score: -6650552.000000 Penalty: 3296.355957
	Iteration 19Q: 3 clusters Score -6650552 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30638 members 
Mstep: Class 2 contains 33994 members 
Entering Unmasked Estep 
Score: -6650617.000000 Penalty: 3296.355957
	Iteration 20F: 3 clusters Score -6650617 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30487 members 
Mstep: Class 2 contains 34145 members 
Entering Unmasked Estep 
Score: -6650675.000000 Penalty: 3296.355957
	Iteration 21Q: 3 clusters Score -6650675 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30378 members 
Mstep: Class 2 contains 34254 members 
Entering Unmasked Estep 
Score: -6650715.500000 Penalty: 3296.355957
	Iteration 22Q: 3 clusters Score -6650716 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30240 members 
Mstep: Class 2 contains 34392 members 
Entering Unmasked Estep 
Score: -6650730.500000 Penalty: 3296.355957
	Iteration 23Q: 3 clusters Score -6650730 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30105 members 
Mstep: Class 2 contains 34527 members 
Entering Unmasked Estep 
Score: -6650781.000000 Penalty: 3296.355957
	Iteration 24Q: 3 clusters Score -6650781 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29984 members 
Mstep: Class 2 contains 34648 members 
Entering Unmasked Estep 
Score: -6650809.000000 Penalty: 3296.355957
	Iteration 25Q: 3 clusters Score -6650809 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29861 members 
Mstep: Class 2 contains 34771 members 
Entering Unmasked Estep 
Score: -6650869.000000 Penalty: 3296.355957
	Iteration 26Q: 3 clusters Score -6650869 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29741 members 
Mstep: Class 2 contains 34891 members 
Entering Unmasked Estep 
Score: -6650893.500000 Penalty: 3296.355957
	Iteration 27Q: 3 clusters Score -6650894 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29623 members 
Mstep: Class 2 contains 35009 members 
Entering Unmasked Estep 
Score: -6650904.500000 Penalty: 3296.355957
	Iteration 28Q: 3 clusters Score -6650904 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29509 members 
Mstep: Class 2 contains 35123 members 
Entering Unmasked Estep 
Score: -6650896.500000 Penalty: 3296.355957
	Iteration 29Q: 3 clusters Score -6650896 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29381 members 
Mstep: Class 2 contains 35251 members 
Entering Unmasked Estep 
Score: -6650919.000000 Penalty: 3296.355957
	Iteration 30Q: 3 clusters Score -6650919 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29248 members 
Mstep: Class 2 contains 35384 members 
Entering Unmasked Estep 
Score: -6650976.000000 Penalty: 3296.355957
	Iteration 31Q: 3 clusters Score -6650976 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29129 members 
Mstep: Class 2 contains 35503 members 
Entering Unmasked Estep 
Score: -6650965.000000 Penalty: 3296.355957
	Iteration 32Q: 3 clusters Score -6650965 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29025 members 
Mstep: Class 2 contains 35607 members 
Entering Unmasked Estep 
Score: -6650968.000000 Penalty: 3296.355957
	Iteration 33Q: 3 clusters Score -6650968 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28912 members 
Mstep: Class 2 contains 35720 members 
Entering Unmasked Estep 
Score: -6650972.000000 Penalty: 3296.355957
	Iteration 34Q: 3 clusters Score -6650972 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28828 members 
Mstep: Class 2 contains 35804 members 
Entering Unmasked Estep 
Score: -6651001.500000 Penalty: 3296.355957
	Iteration 35Q: 3 clusters Score -6651002 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28767 members 
Mstep: Class 2 contains 35865 members 
Entering Unmasked Estep 
Score: -6651001.500000 Penalty: 3296.355957
	Iteration 36Q: 3 clusters Score -6651002 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28711 members 
Mstep: Class 2 contains 35921 members 
Entering Unmasked Estep 
Score: -6651010.000000 Penalty: 3296.355957
	Iteration 37Q: 3 clusters Score -6651010 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28650 members 
Mstep: Class 2 contains 35982 members 
Entering Unmasked Estep 
Score: -6651017.000000 Penalty: 3296.355957
	Iteration 38Q: 3 clusters Score -6651017 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28583 members 
Mstep: Class 2 contains 36049 members 
Entering Unmasked Estep 
Score: -6651014.500000 Penalty: 3296.355957
	Iteration 39Q: 3 clusters Score -6651014 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28526 members 
Mstep: Class 2 contains 36106 members 
Entering Unmasked Estep 
Score: -6651023.000000 Penalty: 3296.355957
	Iteration 40F: 3 clusters Score -6651023 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28472 members 
Mstep: Class 2 contains 36160 members 
Entering Unmasked Estep 
Score: -6651022.000000 Penalty: 3296.355957
	Iteration 41Q: 3 clusters Score -6651022 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28428 members 
Mstep: Class 2 contains 36204 members 
Entering Unmasked Estep 
Score: -6651029.500000 Penalty: 3296.355957
	Iteration 42Q: 3 clusters Score -6651030 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28376 members 
Mstep: Class 2 contains 36256 members 
Entering Unmasked Estep 
Score: -6651023.000000 Penalty: 3296.355957
	Iteration 43Q: 3 clusters Score -6651023 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28325 members 
Mstep: Class 2 contains 36307 members 
Entering Unmasked Estep 
Score: -6651029.000000 Penalty: 3296.355957
	Iteration 44Q: 3 clusters Score -6651029 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28278 members 
Mstep: Class 2 contains 36354 members 
Entering Unmasked Estep 
Score: -6651042.500000 Penalty: 3296.355957
	Iteration 45Q: 3 clusters Score -6651042 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28230 members 
Mstep: Class 2 contains 36402 members 
Entering Unmasked Estep 
Score: -6651052.000000 Penalty: 3296.355957
	Iteration 46Q: 3 clusters Score -6651052 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28182 members 
Mstep: Class 2 contains 36450 members 
Entering Unmasked Estep 
Score: -6651049.000000 Penalty: 3296.355957
	Iteration 47Q: 3 clusters Score -6651049 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28134 members 
Mstep: Class 2 contains 36498 members 
Entering Unmasked Estep 
Score: -6651036.500000 Penalty: 3296.355957
	Iteration 48Q: 3 clusters Score -6651036 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28087 members 
Mstep: Class 2 contains 36545 members 
Entering Unmasked Estep 
Score: -6651050.000000 Penalty: 3296.355957
	Iteration 49Q: 3 clusters Score -6651050 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28043 members 
Mstep: Class 2 contains 36589 members 
Entering Unmasked Estep 
Score: -6651044.500000 Penalty: 3296.355957
	Iteration 50Q: 3 clusters Score -6651044 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27993 members 
Mstep: Class 2 contains 36639 members 
Entering Unmasked Estep 
Score: -6651030.500000 Penalty: 3296.355957
	Iteration 51Q: 3 clusters Score -6651030 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 36677 members 
Entering Unmasked Estep 
Score: -6651046.000000 Penalty: 3296.355957
	Iteration 52Q: 3 clusters Score -6651046 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27913 members 
Mstep: Class 2 contains 36719 members 
Entering Unmasked Estep 
Score: -6651056.000000 Penalty: 3296.355957
	Iteration 53Q: 3 clusters Score -6651056 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27872 members 
Mstep: Class 2 contains 36760 members 
Entering Unmasked Estep 
Score: -6651059.500000 Penalty: 3296.355957
	Iteration 54Q: 3 clusters Score -6651060 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27820 members 
Mstep: Class 2 contains 36812 members 
Entering Unmasked Estep 
Score: -6651050.500000 Penalty: 3296.355957
	Iteration 55Q: 3 clusters Score -6651050 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27775 members 
Mstep: Class 2 contains 36857 members 
Entering Unmasked Estep 
Score: -6651069.000000 Penalty: 3296.355957
	Iteration 56Q: 3 clusters Score -6651069 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27726 members 
Mstep: Class 2 contains 36906 members 
Entering Unmasked Estep 
Score: -6651086.500000 Penalty: 3296.355957
	Iteration 57Q: 3 clusters Score -6651086 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27671 members 
Mstep: Class 2 contains 36961 members 
Entering Unmasked Estep 
Score: -6651098.500000 Penalty: 3296.355957
	Iteration 58Q: 3 clusters Score -6651098 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27618 members 
Mstep: Class 2 contains 37014 members 
Entering Unmasked Estep 
Score: -6651093.000000 Penalty: 3296.355957
	Iteration 59Q: 3 clusters Score -6651093 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27565 members 
Mstep: Class 2 contains 37067 members 
Entering Unmasked Estep 
Score: -6651100.000000 Penalty: 3296.355957
	Iteration 60F: 3 clusters Score -6651100 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27513 members 
Mstep: Class 2 contains 37119 members 
Entering Unmasked Estep 
Score: -6651099.000000 Penalty: 3296.355957
	Iteration 61Q: 3 clusters Score -6651099 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 37163 members 
Entering Unmasked Estep 
Score: -6651100.000000 Penalty: 3296.355957
	Iteration 62Q: 3 clusters Score -6651100 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27435 members 
Mstep: Class 2 contains 37197 members 
Entering Unmasked Estep 
Score: -6651106.500000 Penalty: 3296.355957
	Iteration 63Q: 3 clusters Score -6651106 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27419 members 
Mstep: Class 2 contains 37213 members 
Entering Unmasked Estep 
Score: -6651097.000000 Penalty: 3296.355957
	Iteration 64Q: 3 clusters Score -6651097 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27402 members 
Mstep: Class 2 contains 37230 members 
Entering Unmasked Estep 
Score: -6651104.000000 Penalty: 3296.355957
	Iteration 65Q: 3 clusters Score -6651104 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 37250 members 
Entering Unmasked Estep 
Score: -6651111.000000 Penalty: 3296.355957
	Iteration 66Q: 3 clusters Score -6651111 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27364 members 
Mstep: Class 2 contains 37268 members 
Entering Unmasked Estep 
Score: -6651110.000000 Penalty: 3296.355957
	Iteration 67Q: 3 clusters Score -6651110 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27345 members 
Mstep: Class 2 contains 37287 members 
Entering Unmasked Estep 
Score: -6651110.500000 Penalty: 3296.355957
	Iteration 68Q: 3 clusters Score -6651110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27334 members 
Mstep: Class 2 contains 37298 members 
Entering Unmasked Estep 
Score: -6651112.000000 Penalty: 3296.355957
	Iteration 69Q: 3 clusters Score -6651112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27324 members 
Mstep: Class 2 contains 37308 members 
Entering Unmasked Estep 
Score: -6651108.000000 Penalty: 3296.355957
	Iteration 70Q: 3 clusters Score -6651108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27317 members 
Mstep: Class 2 contains 37315 members 
Entering Unmasked Estep 
Score: -6651111.000000 Penalty: 3296.355957
	Iteration 71Q: 3 clusters Score -6651111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 37323 members 
Entering Unmasked Estep 
Score: -6651119.500000 Penalty: 3296.355957
	Iteration 72Q: 3 clusters Score -6651120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27302 members 
Mstep: Class 2 contains 37330 members 
Entering Unmasked Estep 
Score: -6651103.500000 Penalty: 3296.355957
	Iteration 73Q: 3 clusters Score -6651104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27295 members 
Mstep: Class 2 contains 37337 members 
Entering Unmasked Estep 
Score: -6651109.000000 Penalty: 3296.355957
	Iteration 74Q: 3 clusters Score -6651109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27285 members 
Mstep: Class 2 contains 37347 members 
Entering Unmasked Estep 
Score: -6651113.500000 Penalty: 3296.355957
	Iteration 75Q: 3 clusters Score -6651114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27272 members 
Mstep: Class 2 contains 37360 members 
Entering Unmasked Estep 
Score: -6651121.500000 Penalty: 3296.355957
	Iteration 76Q: 3 clusters Score -6651122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27261 members 
Mstep: Class 2 contains 37371 members 
Entering Unmasked Estep 
Score: -6651120.000000 Penalty: 3296.355957
	Iteration 77Q: 3 clusters Score -6651120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27253 members 
Mstep: Class 2 contains 37379 members 
Entering Unmasked Estep 
Score: -6651118.500000 Penalty: 3296.355957
	Iteration 78Q: 3 clusters Score -6651118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27249 members 
Mstep: Class 2 contains 37383 members 
Entering Unmasked Estep 
Score: -6651120.000000 Penalty: 3296.355957
	Iteration 79Q: 3 clusters Score -6651120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27246 members 
Mstep: Class 2 contains 37386 members 
Entering Unmasked Estep 
Score: -6651113.500000 Penalty: 3296.355957
	Iteration 80F: 3 clusters Score -6651114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27241 members 
Mstep: Class 2 contains 37391 members 
Entering Unmasked Estep 
Score: -6651119.500000 Penalty: 3296.355957
	Iteration 81Q: 3 clusters Score -6651120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27238 members 
Mstep: Class 2 contains 37394 members 
Entering Unmasked Estep 
Score: -6651117.500000 Penalty: 3296.355957
	Iteration 82Q: 3 clusters Score -6651118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 37396 members 
Entering Unmasked Estep 
Score: -6651120.000000 Penalty: 3296.355957
	Iteration 83Q: 3 clusters Score -6651120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 37397 members 
Entering Unmasked Estep 
Score: -6651123.000000 Penalty: 3296.355957
	Iteration 84Q: 3 clusters Score -6651123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27233 members 
Mstep: Class 2 contains 37399 members 
Entering Unmasked Estep 
Score: -6651121.500000 Penalty: 3296.355957
	Iteration 85Q: 3 clusters Score -6651122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 37401 members 
Entering Unmasked Estep 
Score: -6651127.000000 Penalty: 3296.355957
	Iteration 86Q: 3 clusters Score -6651127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 37403 members 
Entering Unmasked Estep 
Score: -6651122.000000 Penalty: 3296.355957
	Iteration 87Q: 3 clusters Score -6651122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 37404 members 
Entering Unmasked Estep 
Score: -6651125.000000 Penalty: 3296.355957
	Iteration 88Q: 3 clusters Score -6651125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27226 members 
Mstep: Class 2 contains 37406 members 
Entering Unmasked Estep 
Score: -6651125.500000 Penalty: 3296.355957
	Iteration 89Q: 3 clusters Score -6651126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27224 members 
Mstep: Class 2 contains 37408 members 
Entering Unmasked Estep 
Score: -6651123.500000 Penalty: 3296.355957
	Iteration 90Q: 3 clusters Score -6651124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 37410 members 
Entering Unmasked Estep 
Score: -6651128.500000 Penalty: 3296.355957
	Iteration 91Q: 3 clusters Score -6651128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27221 members 
Mstep: Class 2 contains 37411 members 
Entering Unmasked Estep 
Score: -6651129.500000 Penalty: 3296.355957
	Iteration 92Q: 3 clusters Score -6651130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 37414 members 
Entering Unmasked Estep 
Score: -6651130.500000 Penalty: 3296.355957
	Iteration 93Q: 3 clusters Score -6651130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 37416 members 
Entering Unmasked Estep 
Score: -6651125.500000 Penalty: 3296.355957
	Iteration 94Q: 3 clusters Score -6651126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 37416 members 
Entering Unmasked Estep 
Score: -6651125.500000 Penalty: 3296.355957
	Iteration 95F: 3 clusters Score -6651126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Entering Unmasked Estep 
Score: -1084580.000000 Penalty: 1375.430542
	Iteration 0F: 2 clusters Score -1084580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1077677.250000 Penalty: 2750.861084
	Iteration 0F: 3 clusters Score -1077677 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1079956.250000 Penalty: 2750.861084
	Iteration 1F: 3 clusters Score -1079956 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1080271.625000 Penalty: 2750.861084
	Iteration 2F: 3 clusters Score -1080272 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1080513.625000 Penalty: 2750.861084
	Iteration 3F: 3 clusters Score -1080514 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1080700.625000 Penalty: 2750.861084
	Iteration 4Q: 3 clusters Score -1080701 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1080863.125000 Penalty: 2750.861084
	Iteration 5Q: 3 clusters Score -1080863 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1081037.750000 Penalty: 2750.861084
	Iteration 6Q: 3 clusters Score -1081038 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1081225.875000 Penalty: 2750.861084
	Iteration 7Q: 3 clusters Score -1081226 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1081387.125000 Penalty: 2750.861084
	Iteration 8Q: 3 clusters Score -1081387 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1081541.000000 Penalty: 2750.861084
	Iteration 9Q: 3 clusters Score -1081541 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1081702.750000 Penalty: 2750.861084
	Iteration 10Q: 3 clusters Score -1081703 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1081871.500000 Penalty: 2750.861084
	Iteration 11Q: 3 clusters Score -1081872 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1082043.250000 Penalty: 2750.861084
	Iteration 12Q: 3 clusters Score -1082043 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1082202.250000 Penalty: 2750.861084
	Iteration 13Q: 3 clusters Score -1082202 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1082354.750000 Penalty: 2750.861084
	Iteration 14Q: 3 clusters Score -1082355 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1082484.375000 Penalty: 2750.861084
	Iteration 15Q: 3 clusters Score -1082484 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1082608.250000 Penalty: 2750.861084
	Iteration 16Q: 3 clusters Score -1082608 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1082728.000000 Penalty: 2750.861084
	Iteration 17Q: 3 clusters Score -1082728 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1082866.750000 Penalty: 2750.861084
	Iteration 18Q: 3 clusters Score -1082867 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1082995.250000 Penalty: 2750.861084
	Iteration 19Q: 3 clusters Score -1082995 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1083111.375000 Penalty: 2750.861084
	Iteration 20F: 3 clusters Score -1083111 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1083215.500000 Penalty: 2750.861084
	Iteration 21Q: 3 clusters Score -1083216 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1083285.625000 Penalty: 2750.861084
	Iteration 22Q: 3 clusters Score -1083286 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1083344.000000 Penalty: 2750.861084
	Iteration 23Q: 3 clusters Score -1083344 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1083390.500000 Penalty: 2750.861084
	Iteration 24Q: 3 clusters Score -1083390 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1083431.000000 Penalty: 2750.861084
	Iteration 25Q: 3 clusters Score -1083431 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1083468.500000 Penalty: 2750.861084
	Iteration 26Q: 3 clusters Score -1083468 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1083493.375000 Penalty: 2750.861084
	Iteration 27Q: 3 clusters Score -1083493 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1083520.625000 Penalty: 2750.861084
	Iteration 28Q: 3 clusters Score -1083521 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1083536.875000 Penalty: 2750.861084
	Iteration 29Q: 3 clusters Score -1083537 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1083553.875000 Penalty: 2750.861084
	Iteration 30Q: 3 clusters Score -1083554 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1083564.875000 Penalty: 2750.861084
	Iteration 31Q: 3 clusters Score -1083565 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1083575.250000 Penalty: 2750.861084
	Iteration 32Q: 3 clusters Score -1083575 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1083587.375000 Penalty: 2750.861084
	Iteration 33Q: 3 clusters Score -1083587 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1083596.375000 Penalty: 2750.861084
	Iteration 34Q: 3 clusters Score -1083596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1083600.500000 Penalty: 2750.861084
	Iteration 35Q: 3 clusters Score -1083600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1083606.000000 Penalty: 2750.861084
	Iteration 36Q: 3 clusters Score -1083606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1083608.000000 Penalty: 2750.861084
	Iteration 37Q: 3 clusters Score -1083608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1083610.875000 Penalty: 2750.861084
	Iteration 38Q: 3 clusters Score -1083611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1083614.250000 Penalty: 2750.861084
	Iteration 39Q: 3 clusters Score -1083614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1083612.625000 Penalty: 2750.861084
	Iteration 40F: 3 clusters Score -1083613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1083615.000000 Penalty: 2750.861084
	Iteration 41Q: 3 clusters Score -1083615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1083615.500000 Penalty: 2750.861084
	Iteration 42Q: 3 clusters Score -1083616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1083620.250000 Penalty: 2750.861084
	Iteration 43Q: 3 clusters Score -1083620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1083620.250000 Penalty: 2750.861084
	Iteration 44Q: 3 clusters Score -1083620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1083623.125000 Penalty: 2750.861084
	Iteration 45Q: 3 clusters Score -1083623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1083624.000000 Penalty: 2750.861084
	Iteration 46Q: 3 clusters Score -1083624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1083625.000000 Penalty: 2750.861084
	Iteration 47Q: 3 clusters Score -1083625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1083631.375000 Penalty: 2750.861084
	Iteration 48Q: 3 clusters Score -1083631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1083634.750000 Penalty: 2750.861084
	Iteration 49Q: 3 clusters Score -1083635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1083638.375000 Penalty: 2750.861084
	Iteration 50Q: 3 clusters Score -1083638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1083639.375000 Penalty: 2750.861084
	Iteration 51Q: 3 clusters Score -1083639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1083641.875000 Penalty: 2750.861084
	Iteration 52Q: 3 clusters Score -1083642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1083640.875000 Penalty: 2750.861084
	Iteration 53Q: 3 clusters Score -1083641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1083645.250000 Penalty: 2750.861084
	Iteration 54Q: 3 clusters Score -1083645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1083644.625000 Penalty: 2750.861084
	Iteration 55Q: 3 clusters Score -1083645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1083649.250000 Penalty: 2750.861084
	Iteration 56Q: 3 clusters Score -1083649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1083650.750000 Penalty: 2750.861084
	Iteration 57Q: 3 clusters Score -1083651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1083650.875000 Penalty: 2750.861084
	Iteration 58Q: 3 clusters Score -1083651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1083652.000000 Penalty: 2750.861084
	Iteration 59Q: 3 clusters Score -1083652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1083651.000000 Penalty: 2750.861084
	Iteration 60F: 3 clusters Score -1083651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Entering Unmasked Estep 
Score: -1594017.000000 Penalty: 1441.288330
	Iteration 0F: 2 clusters Score -1594017 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1583424.500000 Penalty: 2882.576660
	Iteration 0F: 3 clusters Score -1583424 nChanged 6972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1587261.250000 Penalty: 2882.576660
	Iteration 1F: 3 clusters Score -1587261 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1587691.250000 Penalty: 2882.576660
	Iteration 2F: 3 clusters Score -1587691 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1588087.500000 Penalty: 2882.576660
	Iteration 3F: 3 clusters Score -1588088 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1588510.875000 Penalty: 2882.576660
	Iteration 4F: 3 clusters Score -1588511 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1589017.250000 Penalty: 2882.576660
	Iteration 5F: 3 clusters Score -1589017 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1589572.500000 Penalty: 2882.576660
	Iteration 6F: 3 clusters Score -1589572 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1590154.500000 Penalty: 2882.576660
	Iteration 7F: 3 clusters Score -1590154 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -1590745.625000 Penalty: 2882.576660
	Iteration 8Q: 3 clusters Score -1590746 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -1591317.125000 Penalty: 2882.576660
	Iteration 9Q: 3 clusters Score -1591317 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -1591766.625000 Penalty: 2882.576660
	Iteration 10Q: 3 clusters Score -1591767 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -1592098.125000 Penalty: 2882.576660
	Iteration 11Q: 3 clusters Score -1592098 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -1592359.250000 Penalty: 2882.576660
	Iteration 12Q: 3 clusters Score -1592359 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -1592529.750000 Penalty: 2882.576660
	Iteration 13Q: 3 clusters Score -1592530 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -1592639.375000 Penalty: 2882.576660
	Iteration 14Q: 3 clusters Score -1592639 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -1592714.625000 Penalty: 2882.576660
	Iteration 15Q: 3 clusters Score -1592715 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -1592795.500000 Penalty: 2882.576660
	Iteration 16Q: 3 clusters Score -1592796 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -1592852.000000 Penalty: 2882.576660
	Iteration 17Q: 3 clusters Score -1592852 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -1592889.250000 Penalty: 2882.576660
	Iteration 18Q: 3 clusters Score -1592889 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -1592922.625000 Penalty: 2882.576660
	Iteration 19Q: 3 clusters Score -1592923 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -1592952.625000 Penalty: 2882.576660
	Iteration 20F: 3 clusters Score -1592953 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -1592969.875000 Penalty: 2882.576660
	Iteration 21Q: 3 clusters Score -1592970 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -1592990.500000 Penalty: 2882.576660
	Iteration 22Q: 3 clusters Score -1592990 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -1593013.625000 Penalty: 2882.576660
	Iteration 23Q: 3 clusters Score -1593014 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -1593028.375000 Penalty: 2882.576660
	Iteration 24Q: 3 clusters Score -1593028 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -1593035.250000 Penalty: 2882.576660
	Iteration 25Q: 3 clusters Score -1593035 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -1593049.750000 Penalty: 2882.576660
	Iteration 26Q: 3 clusters Score -1593050 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -1593057.250000 Penalty: 2882.576660
	Iteration 27Q: 3 clusters Score -1593057 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -1593063.375000 Penalty: 2882.576660
	Iteration 28Q: 3 clusters Score -1593063 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -1593069.500000 Penalty: 2882.576660
	Iteration 29Q: 3 clusters Score -1593070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -1593078.125000 Penalty: 2882.576660
	Iteration 30Q: 3 clusters Score -1593078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -1593090.000000 Penalty: 2882.576660
	Iteration 31Q: 3 clusters Score -1593090 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -1593099.750000 Penalty: 2882.576660
	Iteration 32Q: 3 clusters Score -1593100 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -1593105.000000 Penalty: 2882.576660
	Iteration 33Q: 3 clusters Score -1593105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -1593106.500000 Penalty: 2882.576660
	Iteration 34Q: 3 clusters Score -1593106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -1593109.500000 Penalty: 2882.576660
	Iteration 35Q: 3 clusters Score -1593110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -1593110.125000 Penalty: 2882.576660
	Iteration 36Q: 3 clusters Score -1593110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -1593110.125000 Penalty: 2882.576660
	Iteration 37F: 3 clusters Score -1593110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (21929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Entering Unmasked Estep 
Score: -2189321.500000 Penalty: 1487.340210
	Iteration 0F: 2 clusters Score -2189322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -2174866.750000 Penalty: 2974.680420
	Iteration 0F: 3 clusters Score -2174867 nChanged 9727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -2180136.000000 Penalty: 2974.680420
	Iteration 1F: 3 clusters Score -2180136 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -2180693.750000 Penalty: 2974.680420
	Iteration 2F: 3 clusters Score -2180694 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -2181233.500000 Penalty: 2974.680420
	Iteration 3F: 3 clusters Score -2181234 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -2181797.750000 Penalty: 2974.680420
	Iteration 4F: 3 clusters Score -2181798 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -2182408.000000 Penalty: 2974.680420
	Iteration 5F: 3 clusters Score -2182408 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -2183120.250000 Penalty: 2974.680420
	Iteration 6F: 3 clusters Score -2183120 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -2183925.750000 Penalty: 2974.680420
	Iteration 7F: 3 clusters Score -2183926 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -2184856.750000 Penalty: 2974.680420
	Iteration 8F: 3 clusters Score -2184857 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -2185777.250000 Penalty: 2974.680420
	Iteration 9F: 3 clusters Score -2185777 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -2186574.500000 Penalty: 2974.680420
	Iteration 10Q: 3 clusters Score -2186574 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -2187205.750000 Penalty: 2974.680420
	Iteration 11Q: 3 clusters Score -2187206 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -2187597.000000 Penalty: 2974.680420
	Iteration 12Q: 3 clusters Score -2187597 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -2187806.750000 Penalty: 2974.680420
	Iteration 13Q: 3 clusters Score -2187807 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -2187931.250000 Penalty: 2974.680420
	Iteration 14Q: 3 clusters Score -2187931 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 21513 members 
Entering Unmasked Estep 
Score: -2188001.500000 Penalty: 2974.680420
	Iteration 15Q: 3 clusters Score -2188002 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -2188058.250000 Penalty: 2974.680420
	Iteration 16Q: 3 clusters Score -2188058 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -2188109.750000 Penalty: 2974.680420
	Iteration 17Q: 3 clusters Score -2188110 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -2188127.250000 Penalty: 2974.680420
	Iteration 18Q: 3 clusters Score -2188127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -2188140.500000 Penalty: 2974.680420
	Iteration 19Q: 3 clusters Score -2188140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -2188149.500000 Penalty: 2974.680420
	Iteration 20F: 3 clusters Score -2188150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -2188153.500000 Penalty: 2974.680420
	Iteration 21Q: 3 clusters Score -2188154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -2188157.250000 Penalty: 2974.680420
	Iteration 22Q: 3 clusters Score -2188157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -2188164.250000 Penalty: 2974.680420
	Iteration 23Q: 3 clusters Score -2188164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -2188164.500000 Penalty: 2974.680420
	Iteration 24Q: 3 clusters Score -2188164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -2188169.250000 Penalty: 2974.680420
	Iteration 25Q: 3 clusters Score -2188169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -2188171.250000 Penalty: 2974.680420
	Iteration 26Q: 3 clusters Score -2188171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -2188171.250000 Penalty: 2974.680420
	Iteration 27F: 3 clusters Score -2188171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Entering Unmasked Estep 
Score: -864011.562500 Penalty: 1353.692505
	Iteration 0F: 2 clusters Score -864011.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -857881.500000 Penalty: 2707.385010
	Iteration 0F: 3 clusters Score -857881.5 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -859807.687500 Penalty: 2707.385010
	Iteration 1F: 3 clusters Score -859807.7 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -860108.187500 Penalty: 2707.385010
	Iteration 2F: 3 clusters Score -860108.2 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -860341.000000 Penalty: 2707.385010
	Iteration 3F: 3 clusters Score -860341 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -860531.875000 Penalty: 2707.385010
	Iteration 4Q: 3 clusters Score -860531.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -860682.687500 Penalty: 2707.385010
	Iteration 5Q: 3 clusters Score -860682.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -860799.250000 Penalty: 2707.385010
	Iteration 6Q: 3 clusters Score -860799.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -860911.062500 Penalty: 2707.385010
	Iteration 7Q: 3 clusters Score -860911.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -861026.875000 Penalty: 2707.385010
	Iteration 8Q: 3 clusters Score -861026.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -861131.812500 Penalty: 2707.385010
	Iteration 9Q: 3 clusters Score -861131.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -861241.875000 Penalty: 2707.385010
	Iteration 10Q: 3 clusters Score -861241.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -861369.000000 Penalty: 2707.385010
	Iteration 11Q: 3 clusters Score -861369 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -861518.187500 Penalty: 2707.385010
	Iteration 12Q: 3 clusters Score -861518.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -861660.187500 Penalty: 2707.385010
	Iteration 13Q: 3 clusters Score -861660.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -861781.500000 Penalty: 2707.385010
	Iteration 14Q: 3 clusters Score -861781.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -861900.312500 Penalty: 2707.385010
	Iteration 15Q: 3 clusters Score -861900.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -862013.687500 Penalty: 2707.385010
	Iteration 16Q: 3 clusters Score -862013.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -862088.562500 Penalty: 2707.385010
	Iteration 17Q: 3 clusters Score -862088.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -862159.250000 Penalty: 2707.385010
	Iteration 18Q: 3 clusters Score -862159.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -862206.750000 Penalty: 2707.385010
	Iteration 19Q: 3 clusters Score -862206.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -862252.125000 Penalty: 2707.385010
	Iteration 20F: 3 clusters Score -862252.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -862285.125000 Penalty: 2707.385010
	Iteration 21Q: 3 clusters Score -862285.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -862310.812500 Penalty: 2707.385010
	Iteration 22Q: 3 clusters Score -862310.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -862330.750000 Penalty: 2707.385010
	Iteration 23Q: 3 clusters Score -862330.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -862348.125000 Penalty: 2707.385010
	Iteration 24Q: 3 clusters Score -862348.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -862363.562500 Penalty: 2707.385010
	Iteration 25Q: 3 clusters Score -862363.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -862379.562500 Penalty: 2707.385010
	Iteration 26Q: 3 clusters Score -862379.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -862391.437500 Penalty: 2707.385010
	Iteration 27Q: 3 clusters Score -862391.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -862409.187500 Penalty: 2707.385010
	Iteration 28Q: 3 clusters Score -862409.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -862420.187500 Penalty: 2707.385010
	Iteration 29Q: 3 clusters Score -862420.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -862430.562500 Penalty: 2707.385010
	Iteration 30Q: 3 clusters Score -862430.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -862439.125000 Penalty: 2707.385010
	Iteration 31Q: 3 clusters Score -862439.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -862446.125000 Penalty: 2707.385010
	Iteration 32Q: 3 clusters Score -862446.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -862455.000000 Penalty: 2707.385010
	Iteration 33Q: 3 clusters Score -862455 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -862462.812500 Penalty: 2707.385010
	Iteration 34Q: 3 clusters Score -862462.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -862469.312500 Penalty: 2707.385010
	Iteration 35Q: 3 clusters Score -862469.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -862483.062500 Penalty: 2707.385010
	Iteration 36Q: 3 clusters Score -862483.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -862491.187500 Penalty: 2707.385010
	Iteration 37Q: 3 clusters Score -862491.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -862501.812500 Penalty: 2707.385010
	Iteration 38Q: 3 clusters Score -862501.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -862507.750000 Penalty: 2707.385010
	Iteration 39Q: 3 clusters Score -862507.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -862512.375000 Penalty: 2707.385010
	Iteration 40F: 3 clusters Score -862512.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -862519.312500 Penalty: 2707.385010
	Iteration 41Q: 3 clusters Score -862519.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -862525.562500 Penalty: 2707.385010
	Iteration 42Q: 3 clusters Score -862525.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -862532.125000 Penalty: 2707.385010
	Iteration 43Q: 3 clusters Score -862532.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -862538.000000 Penalty: 2707.385010
	Iteration 44Q: 3 clusters Score -862538 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -862545.875000 Penalty: 2707.385010
	Iteration 45Q: 3 clusters Score -862545.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -862551.000000 Penalty: 2707.385010
	Iteration 46Q: 3 clusters Score -862551 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -862552.625000 Penalty: 2707.385010
	Iteration 47Q: 3 clusters Score -862552.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -862557.250000 Penalty: 2707.385010
	Iteration 48Q: 3 clusters Score -862557.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -862561.000000 Penalty: 2707.385010
	Iteration 49Q: 3 clusters Score -862561 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -862567.250000 Penalty: 2707.385010
	Iteration 50Q: 3 clusters Score -862567.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -862569.937500 Penalty: 2707.385010
	Iteration 51Q: 3 clusters Score -862569.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -862575.750000 Penalty: 2707.385010
	Iteration 52Q: 3 clusters Score -862575.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -862576.875000 Penalty: 2707.385010
	Iteration 53Q: 3 clusters Score -862576.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -862580.562500 Penalty: 2707.385010
	Iteration 54Q: 3 clusters Score -862580.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -862585.875000 Penalty: 2707.385010
	Iteration 55Q: 3 clusters Score -862585.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -862587.062500 Penalty: 2707.385010
	Iteration 56Q: 3 clusters Score -862587.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -862593.687500 Penalty: 2707.385010
	Iteration 57Q: 3 clusters Score -862593.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -862594.937500 Penalty: 2707.385010
	Iteration 58Q: 3 clusters Score -862594.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -862600.000000 Penalty: 2707.385010
	Iteration 59Q: 3 clusters Score -862600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -862600.437500 Penalty: 2707.385010
	Iteration 60F: 3 clusters Score -862600.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -862603.250000 Penalty: 2707.385010
	Iteration 61Q: 3 clusters Score -862603.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -862603.937500 Penalty: 2707.385010
	Iteration 62Q: 3 clusters Score -862603.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -862605.250000 Penalty: 2707.385010
	Iteration 63Q: 3 clusters Score -862605.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -862605.625000 Penalty: 2707.385010
	Iteration 64Q: 3 clusters Score -862605.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -862608.500000 Penalty: 2707.385010
	Iteration 65Q: 3 clusters Score -862608.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -862609.312500 Penalty: 2707.385010
	Iteration 66Q: 3 clusters Score -862609.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -862608.937500 Penalty: 2707.385010
	Iteration 67Q: 3 clusters Score -862608.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -862612.812500 Penalty: 2707.385010
	Iteration 68Q: 3 clusters Score -862612.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -862613.875000 Penalty: 2707.385010
	Iteration 69Q: 3 clusters Score -862613.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -862614.500000 Penalty: 2707.385010
	Iteration 70Q: 3 clusters Score -862614.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -862615.375000 Penalty: 2707.385010
	Iteration 71Q: 3 clusters Score -862615.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -862617.500000 Penalty: 2707.385010
	Iteration 72Q: 3 clusters Score -862617.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -862614.062500 Penalty: 2707.385010
	Iteration 73Q: 3 clusters Score -862614.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -862614.937500 Penalty: 2707.385010
	Iteration 74Q: 3 clusters Score -862614.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -862618.812500 Penalty: 2707.385010
	Iteration 75Q: 3 clusters Score -862618.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -862620.375000 Penalty: 2707.385010
	Iteration 76Q: 3 clusters Score -862620.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -862622.312500 Penalty: 2707.385010
	Iteration 77Q: 3 clusters Score -862622.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -862622.312500 Penalty: 2707.385010
	Iteration 78Q: 3 clusters Score -862622.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -862622.312500 Penalty: 2707.385010
	Iteration 79F: 3 clusters Score -862622.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Entering Unmasked Estep 
Score: -772096.625000 Penalty: 1325.875122
	Iteration 0F: 2 clusters Score -772096.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -766970.937500 Penalty: 2651.750244
	Iteration 0F: 3 clusters Score -766970.9 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -769174.312500 Penalty: 2651.750244
	Iteration 1F: 3 clusters Score -769174.3 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -770197.625000 Penalty: 2651.750244
	Iteration 2F: 3 clusters Score -770197.6 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -771072.375000 Penalty: 2651.750244
	Iteration 3F: 3 clusters Score -771072.4 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -771694.875000 Penalty: 2651.750244
	Iteration 4F: 3 clusters Score -771694.9 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -772162.750000 Penalty: 2651.750244
	Iteration 5F: 3 clusters Score -772162.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -772467.937500 Penalty: 2651.750244
	Iteration 6Q: 3 clusters Score -772467.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -772640.062500 Penalty: 2651.750244
	Iteration 7Q: 3 clusters Score -772640.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -772699.625000 Penalty: 2651.750244
	Iteration 8Q: 3 clusters Score -772699.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -772736.062500 Penalty: 2651.750244
	Iteration 9Q: 3 clusters Score -772736.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -772754.312500 Penalty: 2651.750244
	Iteration 10Q: 3 clusters Score -772754.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -772767.875000 Penalty: 2651.750244
	Iteration 11Q: 3 clusters Score -772767.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -772778.125000 Penalty: 2651.750244
	Iteration 12Q: 3 clusters Score -772778.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -772791.187500 Penalty: 2651.750244
	Iteration 13Q: 3 clusters Score -772791.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -772796.312500 Penalty: 2651.750244
	Iteration 14Q: 3 clusters Score -772796.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -772801.500000 Penalty: 2651.750244
	Iteration 15Q: 3 clusters Score -772801.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -772800.187500 Penalty: 2651.750244
	Iteration 16Q: 3 clusters Score -772800.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -772800.187500 Penalty: 2651.750244
	Iteration 17F: 3 clusters Score -772800.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64632 members 
Mstep: Class 2 contains 10337 members 
Mstep: Class 3 contains 16092 members 
Mstep: Class 4 contains 21929 members 
Mstep: Class 5 contains 8932 members 
Mstep: Class 6 contains 1215 members 
Mstep: Class 7 contains 37834 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11578 members 
Mstep: Class 10 contains 48805 members 
Mstep: Class 11 contains 39874 members 
Mstep: Class 12 contains 29353 members 
Mstep: Class 13 contains 13269 members 
Mstep: Class 14 contains 1621 members 
Mstep: Class 15 contains 12298 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2783 members 
Mstep: Class 18 contains 2179 members 
Mstep: Class 19 contains 34322 members 
Mstep: Class 20 contains 10072 members 
Mstep: Class 21 contains 2591 members 
Mstep: Class 22 contains 7667 members 
Mstep: Class 23 contains 4749 members 
Mstep: Class 24 contains 4385 members 
Mstep: Class 25 contains 15473 members 
Mstep: Class 26 contains 16181 members 
Mstep: Class 27 contains 7512 members 
Mstep: Class 28 contains 20899 members 
Mstep: Class 29 contains 9731 members 
Mstep: Class 30 contains 22430 members 
Mstep: Class 31 contains 14845 members 
Mstep: Class 32 contains 10266 members 
Mstep: Class 33 contains 3872 members 
Mstep: Class 34 contains 51959 members 
Mstep: Class 35 contains 200640 members 
Mstep: Class 36 contains 2759 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8108 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 36347 members 
Mstep: Class 42 contains 1931 members 
Mstep: Class 43 contains 17735 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6348 members 
Mstep: Class 46 contains 1427 members 
Mstep: Class 47 contains 7997 members 
Mstep: Class 48 contains 19995 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 6194 members 
Entering Unmasked Estep 
Score: -88140280.000000 Penalty: 102001.945312
Splitting cluster 6 changes total score from -88140168.000000 to -88140280.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 7 (37834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37834 members 
Entering Unmasked Estep 
Score: -3907155.750000 Penalty: 1568.495361
	Iteration 0F: 2 clusters Score -3907156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -3882332.250000 Penalty: 3136.990723
	Iteration 0F: 3 clusters Score -3882332 nChanged 17399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -3891896.000000 Penalty: 3136.990723
	Iteration 1F: 3 clusters Score -3891896 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -3892542.500000 Penalty: 3136.990723
	Iteration 2Q: 3 clusters Score -3892542 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -3893151.500000 Penalty: 3136.990723
	Iteration 3Q: 3 clusters Score -3893152 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -3893910.000000 Penalty: 3136.990723
	Iteration 4Q: 3 clusters Score -3893910 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -3894799.500000 Penalty: 3136.990723
	Iteration 5F: 3 clusters Score -3894800 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -3895796.750000 Penalty: 3136.990723
	Iteration 6F: 3 clusters Score -3895797 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
Score: -3896931.750000 Penalty: 3136.990723
	Iteration 7F: 3 clusters Score -3896932 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 25060 members 
Entering Unmasked Estep 
Score: -3898006.250000 Penalty: 3136.990723
	Iteration 8F: 3 clusters Score -3898006 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 26365 members 
Entering Unmasked Estep 
Score: -3898931.750000 Penalty: 3136.990723
	Iteration 9Q: 3 clusters Score -3898932 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -3899839.250000 Penalty: 3136.990723
	Iteration 10Q: 3 clusters Score -3899839 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 29015 members 
Entering Unmasked Estep 
Score: -3900665.750000 Penalty: 3136.990723
	Iteration 11Q: 3 clusters Score -3900666 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 30329 members 
Entering Unmasked Estep 
Score: -3901473.750000 Penalty: 3136.990723
	Iteration 12Q: 3 clusters Score -3901474 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 31572 members 
Entering Unmasked Estep 
Score: -3902248.250000 Penalty: 3136.990723
	Iteration 13Q: 3 clusters Score -3902248 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 32692 members 
Entering Unmasked Estep 
Score: -3902924.000000 Penalty: 3136.990723
	Iteration 14Q: 3 clusters Score -3902924 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 33710 members 
Entering Unmasked Estep 
Score: -3903565.500000 Penalty: 3136.990723
	Iteration 15Q: 3 clusters Score -3903566 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 34613 members 
Entering Unmasked Estep 
Score: -3904206.000000 Penalty: 3136.990723
	Iteration 16Q: 3 clusters Score -3904206 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 35323 members 
Entering Unmasked Estep 
Score: -3904680.750000 Penalty: 3136.990723
	Iteration 17Q: 3 clusters Score -3904681 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 35822 members 
Entering Unmasked Estep 
Score: -3905032.750000 Penalty: 3136.990723
	Iteration 18Q: 3 clusters Score -3905033 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 36193 members 
Entering Unmasked Estep 
Score: -3905263.000000 Penalty: 3136.990723
	Iteration 19Q: 3 clusters Score -3905263 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 36468 members 
Entering Unmasked Estep 
Score: -3905472.500000 Penalty: 3136.990723
	Iteration 20F: 3 clusters Score -3905472 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 36674 members 
Entering Unmasked Estep 
Score: -3905608.000000 Penalty: 3136.990723
	Iteration 21Q: 3 clusters Score -3905608 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 36801 members 
Entering Unmasked Estep 
Score: -3905693.750000 Penalty: 3136.990723
	Iteration 22Q: 3 clusters Score -3905694 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 36893 members 
Entering Unmasked Estep 
Score: -3905769.750000 Penalty: 3136.990723
	Iteration 23Q: 3 clusters Score -3905770 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 36957 members 
Entering Unmasked Estep 
Score: -3905813.000000 Penalty: 3136.990723
	Iteration 24Q: 3 clusters Score -3905813 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 37010 members 
Entering Unmasked Estep 
Score: -3905852.750000 Penalty: 3136.990723
	Iteration 25Q: 3 clusters Score -3905853 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 37050 members 
Entering Unmasked Estep 
Score: -3905878.000000 Penalty: 3136.990723
	Iteration 26Q: 3 clusters Score -3905878 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 37082 members 
Entering Unmasked Estep 
Score: -3905893.000000 Penalty: 3136.990723
	Iteration 27Q: 3 clusters Score -3905893 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 37106 members 
Entering Unmasked Estep 
Score: -3905921.750000 Penalty: 3136.990723
	Iteration 28Q: 3 clusters Score -3905922 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 37133 members 
Entering Unmasked Estep 
Score: -3905940.500000 Penalty: 3136.990723
	Iteration 29Q: 3 clusters Score -3905940 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 37151 members 
Entering Unmasked Estep 
Score: -3905961.250000 Penalty: 3136.990723
	Iteration 30Q: 3 clusters Score -3905961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 37159 members 
Entering Unmasked Estep 
Score: -3905970.250000 Penalty: 3136.990723
	Iteration 31Q: 3 clusters Score -3905970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 37166 members 
Entering Unmasked Estep 
Score: -3905972.500000 Penalty: 3136.990723
	Iteration 32Q: 3 clusters Score -3905972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 37176 members 
Entering Unmasked Estep 
Score: -3905979.750000 Penalty: 3136.990723
	Iteration 33Q: 3 clusters Score -3905980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 37183 members 
Entering Unmasked Estep 
Score: -3905980.250000 Penalty: 3136.990723
	Iteration 34Q: 3 clusters Score -3905980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 37186 members 
Entering Unmasked Estep 
Score: -3905986.500000 Penalty: 3136.990723
	Iteration 35Q: 3 clusters Score -3905986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 37192 members 
Entering Unmasked Estep 
Score: -3905988.750000 Penalty: 3136.990723
	Iteration 36Q: 3 clusters Score -3905989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 37195 members 
Entering Unmasked Estep 
Score: -3905992.250000 Penalty: 3136.990723
	Iteration 37Q: 3 clusters Score -3905992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 37201 members 
Entering Unmasked Estep 
Score: -3905998.000000 Penalty: 3136.990723
	Iteration 38Q: 3 clusters Score -3905998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 37209 members 
Entering Unmasked Estep 
Score: -3905999.750000 Penalty: 3136.990723
	Iteration 39Q: 3 clusters Score -3906000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 37212 members 
Entering Unmasked Estep 
Score: -3906006.000000 Penalty: 3136.990723
	Iteration 40F: 3 clusters Score -3906006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 37213 members 
Entering Unmasked Estep 
Score: -3906005.750000 Penalty: 3136.990723
	Iteration 41Q: 3 clusters Score -3906006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 37215 members 
Entering Unmasked Estep 
Score: -3906008.000000 Penalty: 3136.990723
	Iteration 42Q: 3 clusters Score -3906008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 37216 members 
Entering Unmasked Estep 
Score: -3906009.750000 Penalty: 3136.990723
	Iteration 43Q: 3 clusters Score -3906010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 37218 members 
Entering Unmasked Estep 
Score: -3906013.000000 Penalty: 3136.990723
	Iteration 44Q: 3 clusters Score -3906013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 37219 members 
Entering Unmasked Estep 
Score: -3906015.250000 Penalty: 3136.990723
	Iteration 45Q: 3 clusters Score -3906015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 37220 members 
Entering Unmasked Estep 
Score: -3906015.500000 Penalty: 3136.990723
	Iteration 46Q: 3 clusters Score -3906016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 37221 members 
Entering Unmasked Estep 
Score: -3906020.000000 Penalty: 3136.990723
	Iteration 47Q: 3 clusters Score -3906020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 37220 members 
Entering Unmasked Estep 
Score: -3906019.500000 Penalty: 3136.990723
	Iteration 48Q: 3 clusters Score -3906020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 37220 members 
Entering Unmasked Estep 
Score: -3906019.500000 Penalty: 3136.990723
	Iteration 49F: 3 clusters Score -3906020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Entering Unmasked Estep 
Score: -527397.687500 Penalty: 1268.603149
	Iteration 0F: 2 clusters Score -527397.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -523744.875000 Penalty: 2537.206299
	Iteration 0F: 3 clusters Score -523744.9 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -524840.187500 Penalty: 2537.206299
	Iteration 1F: 3 clusters Score -524840.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -525036.312500 Penalty: 2537.206299
	Iteration 2F: 3 clusters Score -525036.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -525167.375000 Penalty: 2537.206299
	Iteration 3Q: 3 clusters Score -525167.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -525265.187500 Penalty: 2537.206299
	Iteration 4Q: 3 clusters Score -525265.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -525344.375000 Penalty: 2537.206299
	Iteration 5Q: 3 clusters Score -525344.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -525395.000000 Penalty: 2537.206299
	Iteration 6Q: 3 clusters Score -525395 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -525437.750000 Penalty: 2537.206299
	Iteration 7Q: 3 clusters Score -525437.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -525471.312500 Penalty: 2537.206299
	Iteration 8Q: 3 clusters Score -525471.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -525513.187500 Penalty: 2537.206299
	Iteration 9Q: 3 clusters Score -525513.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -525548.812500 Penalty: 2537.206299
	Iteration 10Q: 3 clusters Score -525548.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -525572.687500 Penalty: 2537.206299
	Iteration 11Q: 3 clusters Score -525572.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -525596.125000 Penalty: 2537.206299
	Iteration 12Q: 3 clusters Score -525596.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -525612.562500 Penalty: 2537.206299
	Iteration 13Q: 3 clusters Score -525612.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -525628.375000 Penalty: 2537.206299
	Iteration 14Q: 3 clusters Score -525628.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -525641.687500 Penalty: 2537.206299
	Iteration 15Q: 3 clusters Score -525641.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -525650.500000 Penalty: 2537.206299
	Iteration 16Q: 3 clusters Score -525650.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -525661.062500 Penalty: 2537.206299
	Iteration 17Q: 3 clusters Score -525661.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -525672.000000 Penalty: 2537.206299
	Iteration 18Q: 3 clusters Score -525672 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -525681.375000 Penalty: 2537.206299
	Iteration 19Q: 3 clusters Score -525681.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -525689.750000 Penalty: 2537.206299
	Iteration 20F: 3 clusters Score -525689.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -525694.250000 Penalty: 2537.206299
	Iteration 21Q: 3 clusters Score -525694.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -525700.187500 Penalty: 2537.206299
	Iteration 22Q: 3 clusters Score -525700.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -525705.125000 Penalty: 2537.206299
	Iteration 23Q: 3 clusters Score -525705.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -525711.437500 Penalty: 2537.206299
	Iteration 24Q: 3 clusters Score -525711.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -525718.500000 Penalty: 2537.206299
	Iteration 25Q: 3 clusters Score -525718.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -525725.125000 Penalty: 2537.206299
	Iteration 26Q: 3 clusters Score -525725.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -525731.687500 Penalty: 2537.206299
	Iteration 27Q: 3 clusters Score -525731.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -525739.500000 Penalty: 2537.206299
	Iteration 28Q: 3 clusters Score -525739.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -525746.562500 Penalty: 2537.206299
	Iteration 29Q: 3 clusters Score -525746.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -525751.687500 Penalty: 2537.206299
	Iteration 30Q: 3 clusters Score -525751.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -525760.000000 Penalty: 2537.206299
	Iteration 31Q: 3 clusters Score -525760 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -525764.375000 Penalty: 2537.206299
	Iteration 32Q: 3 clusters Score -525764.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -525770.500000 Penalty: 2537.206299
	Iteration 33Q: 3 clusters Score -525770.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -525780.500000 Penalty: 2537.206299
	Iteration 34Q: 3 clusters Score -525780.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -525788.500000 Penalty: 2537.206299
	Iteration 35Q: 3 clusters Score -525788.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -525796.875000 Penalty: 2537.206299
	Iteration 36Q: 3 clusters Score -525796.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -525806.187500 Penalty: 2537.206299
	Iteration 37Q: 3 clusters Score -525806.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -525813.937500 Penalty: 2537.206299
	Iteration 38Q: 3 clusters Score -525813.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -525817.500000 Penalty: 2537.206299
	Iteration 39Q: 3 clusters Score -525817.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -525822.375000 Penalty: 2537.206299
	Iteration 40F: 3 clusters Score -525822.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -525824.687500 Penalty: 2537.206299
	Iteration 41Q: 3 clusters Score -525824.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -525827.250000 Penalty: 2537.206299
	Iteration 42Q: 3 clusters Score -525827.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -525829.125000 Penalty: 2537.206299
	Iteration 43Q: 3 clusters Score -525829.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -525830.500000 Penalty: 2537.206299
	Iteration 44Q: 3 clusters Score -525830.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -525831.625000 Penalty: 2537.206299
	Iteration 45Q: 3 clusters Score -525831.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -525832.625000 Penalty: 2537.206299
	Iteration 46Q: 3 clusters Score -525832.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -525833.125000 Penalty: 2537.206299
	Iteration 47Q: 3 clusters Score -525833.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -525834.812500 Penalty: 2537.206299
	Iteration 48Q: 3 clusters Score -525834.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -525836.250000 Penalty: 2537.206299
	Iteration 49Q: 3 clusters Score -525836.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -525837.250000 Penalty: 2537.206299
	Iteration 50Q: 3 clusters Score -525837.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -525838.250000 Penalty: 2537.206299
	Iteration 51Q: 3 clusters Score -525838.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -525839.062500 Penalty: 2537.206299
	Iteration 52Q: 3 clusters Score -525839.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -525840.125000 Penalty: 2537.206299
	Iteration 53Q: 3 clusters Score -525840.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -525840.125000 Penalty: 2537.206299
	Iteration 54F: 3 clusters Score -525840.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Entering Unmasked Estep 
Score: -1216492.500000 Penalty: 1392.301147
	Iteration 0F: 2 clusters Score -1216492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1208772.375000 Penalty: 2784.602295
	Iteration 0F: 3 clusters Score -1208772 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1211330.000000 Penalty: 2784.602295
	Iteration 1F: 3 clusters Score -1211330 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1211760.375000 Penalty: 2784.602295
	Iteration 2F: 3 clusters Score -1211760 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1212174.250000 Penalty: 2784.602295
	Iteration 3F: 3 clusters Score -1212174 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1212583.250000 Penalty: 2784.602295
	Iteration 4F: 3 clusters Score -1212583 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1212993.375000 Penalty: 2784.602295
	Iteration 5F: 3 clusters Score -1212993 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1213409.250000 Penalty: 2784.602295
	Iteration 6F: 3 clusters Score -1213409 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1213786.125000 Penalty: 2784.602295
	Iteration 7F: 3 clusters Score -1213786 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1214084.750000 Penalty: 2784.602295
	Iteration 8Q: 3 clusters Score -1214085 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1214330.125000 Penalty: 2784.602295
	Iteration 9Q: 3 clusters Score -1214330 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1214503.625000 Penalty: 2784.602295
	Iteration 10Q: 3 clusters Score -1214504 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1214632.375000 Penalty: 2784.602295
	Iteration 11Q: 3 clusters Score -1214632 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1214740.625000 Penalty: 2784.602295
	Iteration 12Q: 3 clusters Score -1214741 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1214836.375000 Penalty: 2784.602295
	Iteration 13Q: 3 clusters Score -1214836 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1214915.750000 Penalty: 2784.602295
	Iteration 14Q: 3 clusters Score -1214916 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1214985.500000 Penalty: 2784.602295
	Iteration 15Q: 3 clusters Score -1214986 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1215047.250000 Penalty: 2784.602295
	Iteration 16Q: 3 clusters Score -1215047 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1215104.625000 Penalty: 2784.602295
	Iteration 17Q: 3 clusters Score -1215105 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1215148.250000 Penalty: 2784.602295
	Iteration 18Q: 3 clusters Score -1215148 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1215182.125000 Penalty: 2784.602295
	Iteration 19Q: 3 clusters Score -1215182 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1215222.250000 Penalty: 2784.602295
	Iteration 20F: 3 clusters Score -1215222 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1215244.375000 Penalty: 2784.602295
	Iteration 21Q: 3 clusters Score -1215244 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1215274.875000 Penalty: 2784.602295
	Iteration 22Q: 3 clusters Score -1215275 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1215301.000000 Penalty: 2784.602295
	Iteration 23Q: 3 clusters Score -1215301 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1215323.500000 Penalty: 2784.602295
	Iteration 24Q: 3 clusters Score -1215324 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1215347.625000 Penalty: 2784.602295
	Iteration 25Q: 3 clusters Score -1215348 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1215369.750000 Penalty: 2784.602295
	Iteration 26Q: 3 clusters Score -1215370 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1215394.625000 Penalty: 2784.602295
	Iteration 27Q: 3 clusters Score -1215395 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1215415.500000 Penalty: 2784.602295
	Iteration 28Q: 3 clusters Score -1215416 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1215433.250000 Penalty: 2784.602295
	Iteration 29Q: 3 clusters Score -1215433 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1215440.875000 Penalty: 2784.602295
	Iteration 30Q: 3 clusters Score -1215441 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1215455.125000 Penalty: 2784.602295
	Iteration 31Q: 3 clusters Score -1215455 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1215467.500000 Penalty: 2784.602295
	Iteration 32Q: 3 clusters Score -1215468 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1215478.375000 Penalty: 2784.602295
	Iteration 33Q: 3 clusters Score -1215478 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1215491.875000 Penalty: 2784.602295
	Iteration 34Q: 3 clusters Score -1215492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1215498.000000 Penalty: 2784.602295
	Iteration 35Q: 3 clusters Score -1215498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -1215504.125000 Penalty: 2784.602295
	Iteration 36Q: 3 clusters Score -1215504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1215508.125000 Penalty: 2784.602295
	Iteration 37Q: 3 clusters Score -1215508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1215511.000000 Penalty: 2784.602295
	Iteration 38Q: 3 clusters Score -1215511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -1215512.000000 Penalty: 2784.602295
	Iteration 39Q: 3 clusters Score -1215512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1215511.375000 Penalty: 2784.602295
	Iteration 40F: 3 clusters Score -1215511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (48805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48805 members 
Entering Unmasked Estep 
Score: -4880418.000000 Penalty: 1606.383545
	Iteration 0F: 2 clusters Score -4880418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24493 members 
Mstep: Class 2 contains 24312 members 
Entering Unmasked Estep 
Score: -4848691.000000 Penalty: 3212.767090
	Iteration 0F: 3 clusters Score -4848691 nChanged 22381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25054 members 
Mstep: Class 2 contains 23751 members 
Entering Unmasked Estep 
Score: -4861111.500000 Penalty: 3212.767090
	Iteration 1F: 3 clusters Score -4861112 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 23549 members 
Entering Unmasked Estep 
Score: -4861751.000000 Penalty: 3212.767090
	Iteration 2Q: 3 clusters Score -4861751 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25494 members 
Mstep: Class 2 contains 23311 members 
Entering Unmasked Estep 
Score: -4862354.000000 Penalty: 3212.767090
	Iteration 3Q: 3 clusters Score -4862354 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -4862990.000000 Penalty: 3212.767090
	Iteration 4Q: 3 clusters Score -4862990 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26422 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -4863726.000000 Penalty: 3212.767090
	Iteration 5Q: 3 clusters Score -4863726 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27151 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -4864577.500000 Penalty: 3212.767090
	Iteration 6Q: 3 clusters Score -4864578 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28095 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -4865761.000000 Penalty: 3212.767090
	Iteration 7Q: 3 clusters Score -4865761 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29378 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -4867283.500000 Penalty: 3212.767090
	Iteration 8F: 3 clusters Score -4867284 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30854 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -4869021.500000 Penalty: 3212.767090
	Iteration 9F: 3 clusters Score -4869022 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32467 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -4870733.000000 Penalty: 3212.767090
	Iteration 10F: 3 clusters Score -4870733 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34051 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -4872255.500000 Penalty: 3212.767090
	Iteration 11Q: 3 clusters Score -4872256 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35572 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -4873425.500000 Penalty: 3212.767090
	Iteration 12Q: 3 clusters Score -4873426 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37000 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -4874423.500000 Penalty: 3212.767090
	Iteration 13Q: 3 clusters Score -4874424 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38278 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -4875162.500000 Penalty: 3212.767090
	Iteration 14Q: 3 clusters Score -4875162 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39442 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -4875760.000000 Penalty: 3212.767090
	Iteration 15Q: 3 clusters Score -4875760 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40549 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -4876297.500000 Penalty: 3212.767090
	Iteration 16Q: 3 clusters Score -4876298 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41568 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -4876847.000000 Penalty: 3212.767090
	Iteration 17Q: 3 clusters Score -4876847 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42500 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -4877335.500000 Penalty: 3212.767090
	Iteration 18Q: 3 clusters Score -4877336 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43346 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -4877790.000000 Penalty: 3212.767090
	Iteration 19Q: 3 clusters Score -4877790 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44099 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -4878176.500000 Penalty: 3212.767090
	Iteration 20F: 3 clusters Score -4878176 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44772 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -4878539.500000 Penalty: 3212.767090
	Iteration 21Q: 3 clusters Score -4878540 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45329 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -4878827.000000 Penalty: 3212.767090
	Iteration 22Q: 3 clusters Score -4878827 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45770 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -4879044.000000 Penalty: 3212.767090
	Iteration 23Q: 3 clusters Score -4879044 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46108 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -4879208.500000 Penalty: 3212.767090
	Iteration 24Q: 3 clusters Score -4879208 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46355 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -4879357.500000 Penalty: 3212.767090
	Iteration 25Q: 3 clusters Score -4879358 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46552 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -4879473.000000 Penalty: 3212.767090
	Iteration 26Q: 3 clusters Score -4879473 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46722 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -4879565.500000 Penalty: 3212.767090
	Iteration 27Q: 3 clusters Score -4879566 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46847 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -4879629.000000 Penalty: 3212.767090
	Iteration 28Q: 3 clusters Score -4879629 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46962 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -4879706.500000 Penalty: 3212.767090
	Iteration 29Q: 3 clusters Score -4879706 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47068 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -4879776.500000 Penalty: 3212.767090
	Iteration 30Q: 3 clusters Score -4879776 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47132 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -4879834.000000 Penalty: 3212.767090
	Iteration 31Q: 3 clusters Score -4879834 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47188 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -4879861.500000 Penalty: 3212.767090
	Iteration 32Q: 3 clusters Score -4879862 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47224 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -4879883.000000 Penalty: 3212.767090
	Iteration 33Q: 3 clusters Score -4879883 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47246 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -4879900.500000 Penalty: 3212.767090
	Iteration 34Q: 3 clusters Score -4879900 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47259 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -4879912.500000 Penalty: 3212.767090
	Iteration 35Q: 3 clusters Score -4879912 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47268 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -4879919.000000 Penalty: 3212.767090
	Iteration 36Q: 3 clusters Score -4879919 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47285 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -4879925.000000 Penalty: 3212.767090
	Iteration 37Q: 3 clusters Score -4879925 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47299 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -4879926.500000 Penalty: 3212.767090
	Iteration 38Q: 3 clusters Score -4879926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47310 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -4879932.000000 Penalty: 3212.767090
	Iteration 39Q: 3 clusters Score -4879932 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47322 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -4879946.000000 Penalty: 3212.767090
	Iteration 40F: 3 clusters Score -4879946 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47335 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -4879954.000000 Penalty: 3212.767090
	Iteration 41Q: 3 clusters Score -4879954 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47350 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -4879965.500000 Penalty: 3212.767090
	Iteration 42Q: 3 clusters Score -4879966 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47360 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -4879969.500000 Penalty: 3212.767090
	Iteration 43Q: 3 clusters Score -4879970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47362 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -4879968.500000 Penalty: 3212.767090
	Iteration 44Q: 3 clusters Score -4879968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47364 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -4879973.000000 Penalty: 3212.767090
	Iteration 45Q: 3 clusters Score -4879973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47368 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -4879966.500000 Penalty: 3212.767090
	Iteration 46Q: 3 clusters Score -4879966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47370 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -4879974.500000 Penalty: 3212.767090
	Iteration 47Q: 3 clusters Score -4879974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47370 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -4879976.500000 Penalty: 3212.767090
	Iteration 48Q: 3 clusters Score -4879976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47370 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -4879973.000000 Penalty: 3212.767090
	Iteration 49Q: 3 clusters Score -4879973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47375 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -4879970.000000 Penalty: 3212.767090
	Iteration 50Q: 3 clusters Score -4879970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47379 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -4879972.000000 Penalty: 3212.767090
	Iteration 51Q: 3 clusters Score -4879972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47382 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -4879975.500000 Penalty: 3212.767090
	Iteration 52Q: 3 clusters Score -4879976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47384 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -4879980.000000 Penalty: 3212.767090
	Iteration 53Q: 3 clusters Score -4879980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47394 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -4879981.500000 Penalty: 3212.767090
	Iteration 54Q: 3 clusters Score -4879982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47400 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -4879985.500000 Penalty: 3212.767090
	Iteration 55Q: 3 clusters Score -4879986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47404 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -4879989.000000 Penalty: 3212.767090
	Iteration 56Q: 3 clusters Score -4879989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47411 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -4879989.000000 Penalty: 3212.767090
	Iteration 57Q: 3 clusters Score -4879989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47416 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -4879989.000000 Penalty: 3212.767090
	Iteration 58Q: 3 clusters Score -4879989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47418 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -4879990.500000 Penalty: 3212.767090
	Iteration 59Q: 3 clusters Score -4879990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47420 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -4879990.000000 Penalty: 3212.767090
	Iteration 60F: 3 clusters Score -4879990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47423 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -4879990.500000 Penalty: 3212.767090
	Iteration 61Q: 3 clusters Score -4879990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47425 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -4879994.500000 Penalty: 3212.767090
	Iteration 62Q: 3 clusters Score -4879994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47426 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -4879998.500000 Penalty: 3212.767090
	Iteration 63Q: 3 clusters Score -4879998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47428 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -4880004.500000 Penalty: 3212.767090
	Iteration 64Q: 3 clusters Score -4880004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47428 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -4880004.000000 Penalty: 3212.767090
	Iteration 65Q: 3 clusters Score -4880004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47430 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -4880007.000000 Penalty: 3212.767090
	Iteration 66Q: 3 clusters Score -4880007 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47437 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -4880008.000000 Penalty: 3212.767090
	Iteration 67Q: 3 clusters Score -4880008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47440 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -4880006.000000 Penalty: 3212.767090
	Iteration 68Q: 3 clusters Score -4880006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47442 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -4880008.000000 Penalty: 3212.767090
	Iteration 69Q: 3 clusters Score -4880008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47449 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -4880007.500000 Penalty: 3212.767090
	Iteration 70Q: 3 clusters Score -4880008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47452 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -4880012.000000 Penalty: 3212.767090
	Iteration 71Q: 3 clusters Score -4880012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47453 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -4880010.000000 Penalty: 3212.767090
	Iteration 72Q: 3 clusters Score -4880010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47456 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -4880013.000000 Penalty: 3212.767090
	Iteration 73Q: 3 clusters Score -4880013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47463 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -4880018.500000 Penalty: 3212.767090
	Iteration 74Q: 3 clusters Score -4880018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47468 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -4880014.000000 Penalty: 3212.767090
	Iteration 75Q: 3 clusters Score -4880014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47469 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -4880015.500000 Penalty: 3212.767090
	Iteration 76Q: 3 clusters Score -4880016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47472 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -4880015.500000 Penalty: 3212.767090
	Iteration 77Q: 3 clusters Score -4880016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47473 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -4880017.000000 Penalty: 3212.767090
	Iteration 78Q: 3 clusters Score -4880017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47474 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -4880016.500000 Penalty: 3212.767090
	Iteration 79Q: 3 clusters Score -4880016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47474 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -4880016.500000 Penalty: 3212.767090
	Iteration 80F: 3 clusters Score -4880016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (39874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39874 members 
Entering Unmasked Estep 
Score: -4133911.000000 Penalty: 1576.309814
	Iteration 0F: 2 clusters Score -4133911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -4107822.750000 Penalty: 3152.619629
	Iteration 0F: 3 clusters Score -4107823 nChanged 18293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -4117960.500000 Penalty: 3152.619629
	Iteration 1F: 3 clusters Score -4117960 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -4118662.750000 Penalty: 3152.619629
	Iteration 2Q: 3 clusters Score -4118663 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -4119389.000000 Penalty: 3152.619629
	Iteration 3Q: 3 clusters Score -4119389 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -4120229.750000 Penalty: 3152.619629
	Iteration 4Q: 3 clusters Score -4120230 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -4121245.750000 Penalty: 3152.619629
	Iteration 5F: 3 clusters Score -4121246 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -4122375.000000 Penalty: 3152.619629
	Iteration 6F: 3 clusters Score -4122375 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -4123468.500000 Penalty: 3152.619629
	Iteration 7F: 3 clusters Score -4123468 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -4124529.500000 Penalty: 3152.619629
	Iteration 8F: 3 clusters Score -4124530 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -4125538.000000 Penalty: 3152.619629
	Iteration 9Q: 3 clusters Score -4125538 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -4126363.750000 Penalty: 3152.619629
	Iteration 10Q: 3 clusters Score -4126364 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -4126949.750000 Penalty: 3152.619629
	Iteration 11Q: 3 clusters Score -4126950 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -4127431.000000 Penalty: 3152.619629
	Iteration 12Q: 3 clusters Score -4127431 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -4127824.500000 Penalty: 3152.619629
	Iteration 13Q: 3 clusters Score -4127824 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -4128153.000000 Penalty: 3152.619629
	Iteration 14Q: 3 clusters Score -4128153 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -4128456.750000 Penalty: 3152.619629
	Iteration 15Q: 3 clusters Score -4128457 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -4128728.000000 Penalty: 3152.619629
	Iteration 16Q: 3 clusters Score -4128728 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -4128890.250000 Penalty: 3152.619629
	Iteration 17Q: 3 clusters Score -4128890 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -4129069.750000 Penalty: 3152.619629
	Iteration 18Q: 3 clusters Score -4129070 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -4129227.750000 Penalty: 3152.619629
	Iteration 19Q: 3 clusters Score -4129228 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -4129346.250000 Penalty: 3152.619629
	Iteration 20F: 3 clusters Score -4129346 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -4129462.000000 Penalty: 3152.619629
	Iteration 21Q: 3 clusters Score -4129462 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -4129551.250000 Penalty: 3152.619629
	Iteration 22Q: 3 clusters Score -4129551 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -4129618.500000 Penalty: 3152.619629
	Iteration 23Q: 3 clusters Score -4129618 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -4129667.000000 Penalty: 3152.619629
	Iteration 24Q: 3 clusters Score -4129667 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -4129705.000000 Penalty: 3152.619629
	Iteration 25Q: 3 clusters Score -4129705 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -4129725.250000 Penalty: 3152.619629
	Iteration 26Q: 3 clusters Score -4129725 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20842 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -4129732.000000 Penalty: 3152.619629
	Iteration 27Q: 3 clusters Score -4129732 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20861 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -4129743.500000 Penalty: 3152.619629
	Iteration 28Q: 3 clusters Score -4129744 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20886 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -4129748.750000 Penalty: 3152.619629
	Iteration 29Q: 3 clusters Score -4129749 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -4129748.500000 Penalty: 3152.619629
	Iteration 30Q: 3 clusters Score -4129748 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -4129766.500000 Penalty: 3152.619629
	Iteration 31Q: 3 clusters Score -4129766 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -4129768.000000 Penalty: 3152.619629
	Iteration 32Q: 3 clusters Score -4129768 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -4129768.250000 Penalty: 3152.619629
	Iteration 33Q: 3 clusters Score -4129768 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -4129773.500000 Penalty: 3152.619629
	Iteration 34Q: 3 clusters Score -4129774 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -4129772.250000 Penalty: 3152.619629
	Iteration 35Q: 3 clusters Score -4129772 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -4129777.000000 Penalty: 3152.619629
	Iteration 36Q: 3 clusters Score -4129777 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -4129775.500000 Penalty: 3152.619629
	Iteration 37Q: 3 clusters Score -4129776 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -4129774.500000 Penalty: 3152.619629
	Iteration 38Q: 3 clusters Score -4129774 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -4129774.000000 Penalty: 3152.619629
	Iteration 39Q: 3 clusters Score -4129774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -4129777.000000 Penalty: 3152.619629
	Iteration 40F: 3 clusters Score -4129777 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -4129786.500000 Penalty: 3152.619629
	Iteration 41Q: 3 clusters Score -4129786 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -4129774.750000 Penalty: 3152.619629
	Iteration 42Q: 3 clusters Score -4129775 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21062 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -4129774.500000 Penalty: 3152.619629
	Iteration 43Q: 3 clusters Score -4129774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -4129778.000000 Penalty: 3152.619629
	Iteration 44Q: 3 clusters Score -4129778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -4129781.500000 Penalty: 3152.619629
	Iteration 45Q: 3 clusters Score -4129782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -4129786.000000 Penalty: 3152.619629
	Iteration 46Q: 3 clusters Score -4129786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -4129790.250000 Penalty: 3152.619629
	Iteration 47Q: 3 clusters Score -4129790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -4129781.500000 Penalty: 3152.619629
	Iteration 48Q: 3 clusters Score -4129782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -4129782.500000 Penalty: 3152.619629
	Iteration 49Q: 3 clusters Score -4129782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -4129786.250000 Penalty: 3152.619629
	Iteration 50Q: 3 clusters Score -4129786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -4129781.500000 Penalty: 3152.619629
	Iteration 51Q: 3 clusters Score -4129782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -4129786.500000 Penalty: 3152.619629
	Iteration 52Q: 3 clusters Score -4129786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21095 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -4129792.750000 Penalty: 3152.619629
	Iteration 53Q: 3 clusters Score -4129793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -4129789.500000 Penalty: 3152.619629
	Iteration 54Q: 3 clusters Score -4129790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -4129790.750000 Penalty: 3152.619629
	Iteration 55Q: 3 clusters Score -4129791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -4129790.750000 Penalty: 3152.619629
	Iteration 56F: 3 clusters Score -4129791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (29353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29353 members 
Entering Unmasked Estep 
Score: -2792074.250000 Penalty: 1530.728027
	Iteration 0F: 2 clusters Score -2792074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -2772927.000000 Penalty: 3061.456055
	Iteration 0F: 3 clusters Score -2772927 nChanged 13239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -2780447.000000 Penalty: 3061.456055
	Iteration 1F: 3 clusters Score -2780447 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -2781049.000000 Penalty: 3061.456055
	Iteration 2Q: 3 clusters Score -2781049 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -2781658.750000 Penalty: 3061.456055
	Iteration 3Q: 3 clusters Score -2781659 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -2782432.500000 Penalty: 3061.456055
	Iteration 4F: 3 clusters Score -2782432 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -2783427.500000 Penalty: 3061.456055
	Iteration 5F: 3 clusters Score -2783428 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
Score: -2784705.750000 Penalty: 3061.456055
	Iteration 6F: 3 clusters Score -2784706 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 23562 members 
Entering Unmasked Estep 
Score: -2786160.500000 Penalty: 3061.456055
	Iteration 7F: 3 clusters Score -2786160 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -2787599.000000 Penalty: 3061.456055
	Iteration 8F: 3 clusters Score -2787599 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 26723 members 
Entering Unmasked Estep 
Score: -2788806.250000 Penalty: 3061.456055
	Iteration 9Q: 3 clusters Score -2788806 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 27770 members 
Entering Unmasked Estep 
Score: -2789683.500000 Penalty: 3061.456055
	Iteration 10Q: 3 clusters Score -2789684 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 28348 members 
Entering Unmasked Estep 
Score: -2790189.000000 Penalty: 3061.456055
	Iteration 11Q: 3 clusters Score -2790189 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 28672 members 
Entering Unmasked Estep 
Score: -2790466.750000 Penalty: 3061.456055
	Iteration 12Q: 3 clusters Score -2790467 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 28838 members 
Entering Unmasked Estep 
Score: -2790635.000000 Penalty: 3061.456055
	Iteration 13Q: 3 clusters Score -2790635 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 28931 members 
Entering Unmasked Estep 
Score: -2790711.750000 Penalty: 3061.456055
	Iteration 14Q: 3 clusters Score -2790712 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 28969 members 
Entering Unmasked Estep 
Score: -2790769.250000 Penalty: 3061.456055
	Iteration 15Q: 3 clusters Score -2790769 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 28993 members 
Entering Unmasked Estep 
Score: -2790794.750000 Penalty: 3061.456055
	Iteration 16Q: 3 clusters Score -2790795 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 29007 members 
Entering Unmasked Estep 
Score: -2790814.750000 Penalty: 3061.456055
	Iteration 17Q: 3 clusters Score -2790815 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 29017 members 
Entering Unmasked Estep 
Score: -2790837.000000 Penalty: 3061.456055
	Iteration 18Q: 3 clusters Score -2790837 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 29029 members 
Entering Unmasked Estep 
Score: -2790854.000000 Penalty: 3061.456055
	Iteration 19Q: 3 clusters Score -2790854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 29033 members 
Entering Unmasked Estep 
Score: -2790867.250000 Penalty: 3061.456055
	Iteration 20F: 3 clusters Score -2790867 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 29041 members 
Entering Unmasked Estep 
Score: -2790879.000000 Penalty: 3061.456055
	Iteration 21Q: 3 clusters Score -2790879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 29046 members 
Entering Unmasked Estep 
Score: -2790885.500000 Penalty: 3061.456055
	Iteration 22Q: 3 clusters Score -2790886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 29048 members 
Entering Unmasked Estep 
Score: -2790887.750000 Penalty: 3061.456055
	Iteration 23Q: 3 clusters Score -2790888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 29051 members 
Entering Unmasked Estep 
Score: -2790887.500000 Penalty: 3061.456055
	Iteration 24Q: 3 clusters Score -2790888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 29051 members 
Entering Unmasked Estep 
Score: -2790887.500000 Penalty: 3061.456055
	Iteration 25F: 3 clusters Score -2790888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Entering Unmasked Estep 
Score: -1301629.875000 Penalty: 1412.586060
	Iteration 0F: 2 clusters Score -1301630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1292781.000000 Penalty: 2825.172119
	Iteration 0F: 3 clusters Score -1292781 nChanged 5667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1295821.750000 Penalty: 2825.172119
	Iteration 1F: 3 clusters Score -1295822 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1296216.875000 Penalty: 2825.172119
	Iteration 2F: 3 clusters Score -1296217 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1296583.375000 Penalty: 2825.172119
	Iteration 3F: 3 clusters Score -1296583 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1297025.500000 Penalty: 2825.172119
	Iteration 4F: 3 clusters Score -1297026 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1297459.875000 Penalty: 2825.172119
	Iteration 5F: 3 clusters Score -1297460 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1297910.000000 Penalty: 2825.172119
	Iteration 6F: 3 clusters Score -1297910 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1298361.500000 Penalty: 2825.172119
	Iteration 7F: 3 clusters Score -1298362 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1298799.500000 Penalty: 2825.172119
	Iteration 8F: 3 clusters Score -1298800 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1299177.125000 Penalty: 2825.172119
	Iteration 9Q: 3 clusters Score -1299177 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1299516.875000 Penalty: 2825.172119
	Iteration 10Q: 3 clusters Score -1299517 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1299813.625000 Penalty: 2825.172119
	Iteration 11Q: 3 clusters Score -1299814 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1300062.625000 Penalty: 2825.172119
	Iteration 12Q: 3 clusters Score -1300063 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1300255.125000 Penalty: 2825.172119
	Iteration 13Q: 3 clusters Score -1300255 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1300401.000000 Penalty: 2825.172119
	Iteration 14Q: 3 clusters Score -1300401 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1300518.125000 Penalty: 2825.172119
	Iteration 15Q: 3 clusters Score -1300518 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1300614.875000 Penalty: 2825.172119
	Iteration 16Q: 3 clusters Score -1300615 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1300692.125000 Penalty: 2825.172119
	Iteration 17Q: 3 clusters Score -1300692 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1300759.375000 Penalty: 2825.172119
	Iteration 18Q: 3 clusters Score -1300759 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1300815.125000 Penalty: 2825.172119
	Iteration 19Q: 3 clusters Score -1300815 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1300872.375000 Penalty: 2825.172119
	Iteration 20F: 3 clusters Score -1300872 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1300920.875000 Penalty: 2825.172119
	Iteration 21Q: 3 clusters Score -1300921 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1300961.125000 Penalty: 2825.172119
	Iteration 22Q: 3 clusters Score -1300961 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1300991.000000 Penalty: 2825.172119
	Iteration 23Q: 3 clusters Score -1300991 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1301020.500000 Penalty: 2825.172119
	Iteration 24Q: 3 clusters Score -1301020 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1301037.625000 Penalty: 2825.172119
	Iteration 25Q: 3 clusters Score -1301038 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1301049.625000 Penalty: 2825.172119
	Iteration 26Q: 3 clusters Score -1301050 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1301058.750000 Penalty: 2825.172119
	Iteration 27Q: 3 clusters Score -1301059 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1301078.500000 Penalty: 2825.172119
	Iteration 28Q: 3 clusters Score -1301078 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1301091.375000 Penalty: 2825.172119
	Iteration 29Q: 3 clusters Score -1301091 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1301103.750000 Penalty: 2825.172119
	Iteration 30Q: 3 clusters Score -1301104 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1301114.000000 Penalty: 2825.172119
	Iteration 31Q: 3 clusters Score -1301114 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1301122.625000 Penalty: 2825.172119
	Iteration 32Q: 3 clusters Score -1301123 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1301125.750000 Penalty: 2825.172119
	Iteration 33Q: 3 clusters Score -1301126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1301135.500000 Penalty: 2825.172119
	Iteration 34Q: 3 clusters Score -1301136 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1301142.750000 Penalty: 2825.172119
	Iteration 35Q: 3 clusters Score -1301143 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1301154.500000 Penalty: 2825.172119
	Iteration 36Q: 3 clusters Score -1301154 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1301164.250000 Penalty: 2825.172119
	Iteration 37Q: 3 clusters Score -1301164 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1301175.875000 Penalty: 2825.172119
	Iteration 38Q: 3 clusters Score -1301176 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1301184.500000 Penalty: 2825.172119
	Iteration 39Q: 3 clusters Score -1301184 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1301192.125000 Penalty: 2825.172119
	Iteration 40F: 3 clusters Score -1301192 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1301198.000000 Penalty: 2825.172119
	Iteration 41Q: 3 clusters Score -1301198 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1301203.250000 Penalty: 2825.172119
	Iteration 42Q: 3 clusters Score -1301203 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1301205.625000 Penalty: 2825.172119
	Iteration 43Q: 3 clusters Score -1301206 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1301215.875000 Penalty: 2825.172119
	Iteration 44Q: 3 clusters Score -1301216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1301218.875000 Penalty: 2825.172119
	Iteration 45Q: 3 clusters Score -1301219 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1301222.500000 Penalty: 2825.172119
	Iteration 46Q: 3 clusters Score -1301222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1301225.875000 Penalty: 2825.172119
	Iteration 47Q: 3 clusters Score -1301226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1301224.375000 Penalty: 2825.172119
	Iteration 48Q: 3 clusters Score -1301224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1301225.125000 Penalty: 2825.172119
	Iteration 49Q: 3 clusters Score -1301225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1301228.250000 Penalty: 2825.172119
	Iteration 50Q: 3 clusters Score -1301228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1301229.875000 Penalty: 2825.172119
	Iteration 51Q: 3 clusters Score -1301230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1301231.125000 Penalty: 2825.172119
	Iteration 52Q: 3 clusters Score -1301231 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1301236.125000 Penalty: 2825.172119
	Iteration 53Q: 3 clusters Score -1301236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1301238.125000 Penalty: 2825.172119
	Iteration 54Q: 3 clusters Score -1301238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1301241.750000 Penalty: 2825.172119
	Iteration 55Q: 3 clusters Score -1301242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1301242.875000 Penalty: 2825.172119
	Iteration 56Q: 3 clusters Score -1301243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1301249.500000 Penalty: 2825.172119
	Iteration 57Q: 3 clusters Score -1301250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1301254.500000 Penalty: 2825.172119
	Iteration 58Q: 3 clusters Score -1301254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1301258.625000 Penalty: 2825.172119
	Iteration 59Q: 3 clusters Score -1301259 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1301263.750000 Penalty: 2825.172119
	Iteration 60F: 3 clusters Score -1301264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1301268.250000 Penalty: 2825.172119
	Iteration 61Q: 3 clusters Score -1301268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1301272.750000 Penalty: 2825.172119
	Iteration 62Q: 3 clusters Score -1301273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1301273.875000 Penalty: 2825.172119
	Iteration 63Q: 3 clusters Score -1301274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1301274.500000 Penalty: 2825.172119
	Iteration 64Q: 3 clusters Score -1301274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1301274.500000 Penalty: 2825.172119
	Iteration 65F: 3 clusters Score -1301274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Entering Unmasked Estep 
Score: -151098.218750 Penalty: 1099.750854
	Iteration 0F: 2 clusters Score -151098.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -149499.218750 Penalty: 2199.501709
	Iteration 0F: 3 clusters Score -149499.2 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -149882.281250 Penalty: 2199.501709
	Iteration 1F: 3 clusters Score -149882.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -149973.906250 Penalty: 2199.501709
	Iteration 2F: 3 clusters Score -149973.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -150028.218750 Penalty: 2199.501709
	Iteration 3Q: 3 clusters Score -150028.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -150064.015625 Penalty: 2199.501709
	Iteration 4Q: 3 clusters Score -150064 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -150095.390625 Penalty: 2199.501709
	Iteration 5Q: 3 clusters Score -150095.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -150114.921875 Penalty: 2199.501709
	Iteration 6Q: 3 clusters Score -150114.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -150129.500000 Penalty: 2199.501709
	Iteration 7Q: 3 clusters Score -150129.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -150141.812500 Penalty: 2199.501709
	Iteration 8Q: 3 clusters Score -150141.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -150151.656250 Penalty: 2199.501709
	Iteration 9Q: 3 clusters Score -150151.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -150158.421875 Penalty: 2199.501709
	Iteration 10Q: 3 clusters Score -150158.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -150164.484375 Penalty: 2199.501709
	Iteration 11Q: 3 clusters Score -150164.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -150175.484375 Penalty: 2199.501709
	Iteration 12Q: 3 clusters Score -150175.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -150185.734375 Penalty: 2199.501709
	Iteration 13Q: 3 clusters Score -150185.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -150192.312500 Penalty: 2199.501709
	Iteration 14Q: 3 clusters Score -150192.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -150195.953125 Penalty: 2199.501709
	Iteration 15Q: 3 clusters Score -150196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -150197.578125 Penalty: 2199.501709
	Iteration 16Q: 3 clusters Score -150197.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -150199.937500 Penalty: 2199.501709
	Iteration 17Q: 3 clusters Score -150199.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -150201.250000 Penalty: 2199.501709
	Iteration 18Q: 3 clusters Score -150201.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -150203.281250 Penalty: 2199.501709
	Iteration 19Q: 3 clusters Score -150203.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -150205.968750 Penalty: 2199.501709
	Iteration 20F: 3 clusters Score -150206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -150209.406250 Penalty: 2199.501709
	Iteration 21Q: 3 clusters Score -150209.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -150214.109375 Penalty: 2199.501709
	Iteration 22Q: 3 clusters Score -150214.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -150224.093750 Penalty: 2199.501709
	Iteration 23Q: 3 clusters Score -150224.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -150227.859375 Penalty: 2199.501709
	Iteration 24Q: 3 clusters Score -150227.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -150228.234375 Penalty: 2199.501709
	Iteration 25Q: 3 clusters Score -150228.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -150228.562500 Penalty: 2199.501709
	Iteration 26Q: 3 clusters Score -150228.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -150228.562500 Penalty: 2199.501709
	Iteration 27F: 3 clusters Score -150228.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Entering Unmasked Estep 
Score: -1249281.875000 Penalty: 1401.278076
	Iteration 0F: 2 clusters Score -1249282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1241051.625000 Penalty: 2802.556152
	Iteration 0F: 3 clusters Score -1241052 nChanged 5242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1243874.375000 Penalty: 2802.556152
	Iteration 1F: 3 clusters Score -1243874 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1244196.875000 Penalty: 2802.556152
	Iteration 2F: 3 clusters Score -1244197 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1244427.500000 Penalty: 2802.556152
	Iteration 3Q: 3 clusters Score -1244428 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1244650.750000 Penalty: 2802.556152
	Iteration 4Q: 3 clusters Score -1244651 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1244861.125000 Penalty: 2802.556152
	Iteration 5Q: 3 clusters Score -1244861 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1245076.125000 Penalty: 2802.556152
	Iteration 6Q: 3 clusters Score -1245076 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1245322.250000 Penalty: 2802.556152
	Iteration 7Q: 3 clusters Score -1245322 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1245609.250000 Penalty: 2802.556152
	Iteration 8Q: 3 clusters Score -1245609 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1245936.375000 Penalty: 2802.556152
	Iteration 9Q: 3 clusters Score -1245936 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1246296.875000 Penalty: 2802.556152
	Iteration 10Q: 3 clusters Score -1246297 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1246638.250000 Penalty: 2802.556152
	Iteration 11Q: 3 clusters Score -1246638 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1246921.000000 Penalty: 2802.556152
	Iteration 12Q: 3 clusters Score -1246921 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1247144.750000 Penalty: 2802.556152
	Iteration 13Q: 3 clusters Score -1247145 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1247292.125000 Penalty: 2802.556152
	Iteration 14Q: 3 clusters Score -1247292 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1247378.000000 Penalty: 2802.556152
	Iteration 15Q: 3 clusters Score -1247378 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1247431.500000 Penalty: 2802.556152
	Iteration 16Q: 3 clusters Score -1247432 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1247475.625000 Penalty: 2802.556152
	Iteration 17Q: 3 clusters Score -1247476 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1247497.125000 Penalty: 2802.556152
	Iteration 18Q: 3 clusters Score -1247497 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1247522.125000 Penalty: 2802.556152
	Iteration 19Q: 3 clusters Score -1247522 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1247533.875000 Penalty: 2802.556152
	Iteration 20F: 3 clusters Score -1247534 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1247549.625000 Penalty: 2802.556152
	Iteration 21Q: 3 clusters Score -1247550 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1247565.125000 Penalty: 2802.556152
	Iteration 22Q: 3 clusters Score -1247565 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1247589.375000 Penalty: 2802.556152
	Iteration 23Q: 3 clusters Score -1247589 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1247605.375000 Penalty: 2802.556152
	Iteration 24Q: 3 clusters Score -1247605 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1247619.500000 Penalty: 2802.556152
	Iteration 25Q: 3 clusters Score -1247620 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1247633.375000 Penalty: 2802.556152
	Iteration 26Q: 3 clusters Score -1247633 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1247654.625000 Penalty: 2802.556152
	Iteration 27Q: 3 clusters Score -1247655 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1247670.500000 Penalty: 2802.556152
	Iteration 28Q: 3 clusters Score -1247670 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1247695.875000 Penalty: 2802.556152
	Iteration 29Q: 3 clusters Score -1247696 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1247730.000000 Penalty: 2802.556152
	Iteration 30Q: 3 clusters Score -1247730 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1247755.250000 Penalty: 2802.556152
	Iteration 31Q: 3 clusters Score -1247755 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1247770.875000 Penalty: 2802.556152
	Iteration 32Q: 3 clusters Score -1247771 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1247788.500000 Penalty: 2802.556152
	Iteration 33Q: 3 clusters Score -1247788 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1247803.875000 Penalty: 2802.556152
	Iteration 34Q: 3 clusters Score -1247804 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1247814.500000 Penalty: 2802.556152
	Iteration 35Q: 3 clusters Score -1247814 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1247833.250000 Penalty: 2802.556152
	Iteration 36Q: 3 clusters Score -1247833 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1247842.375000 Penalty: 2802.556152
	Iteration 37Q: 3 clusters Score -1247842 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1247849.875000 Penalty: 2802.556152
	Iteration 38Q: 3 clusters Score -1247850 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1247857.375000 Penalty: 2802.556152
	Iteration 39Q: 3 clusters Score -1247857 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1247863.125000 Penalty: 2802.556152
	Iteration 40F: 3 clusters Score -1247863 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1247872.875000 Penalty: 2802.556152
	Iteration 41Q: 3 clusters Score -1247873 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1247877.250000 Penalty: 2802.556152
	Iteration 42Q: 3 clusters Score -1247877 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1247885.000000 Penalty: 2802.556152
	Iteration 43Q: 3 clusters Score -1247885 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1247887.500000 Penalty: 2802.556152
	Iteration 44Q: 3 clusters Score -1247888 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1247893.750000 Penalty: 2802.556152
	Iteration 45Q: 3 clusters Score -1247894 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1247893.250000 Penalty: 2802.556152
	Iteration 46Q: 3 clusters Score -1247893 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1247903.625000 Penalty: 2802.556152
	Iteration 47Q: 3 clusters Score -1247904 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1247906.125000 Penalty: 2802.556152
	Iteration 48Q: 3 clusters Score -1247906 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1247911.000000 Penalty: 2802.556152
	Iteration 49Q: 3 clusters Score -1247911 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1247912.750000 Penalty: 2802.556152
	Iteration 50Q: 3 clusters Score -1247913 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1247910.000000 Penalty: 2802.556152
	Iteration 51Q: 3 clusters Score -1247910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1247912.875000 Penalty: 2802.556152
	Iteration 52Q: 3 clusters Score -1247913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1247916.125000 Penalty: 2802.556152
	Iteration 53Q: 3 clusters Score -1247916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1247918.125000 Penalty: 2802.556152
	Iteration 54Q: 3 clusters Score -1247918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1247923.250000 Penalty: 2802.556152
	Iteration 55Q: 3 clusters Score -1247923 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1247922.875000 Penalty: 2802.556152
	Iteration 56Q: 3 clusters Score -1247923 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1247926.375000 Penalty: 2802.556152
	Iteration 57Q: 3 clusters Score -1247926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1247929.500000 Penalty: 2802.556152
	Iteration 58Q: 3 clusters Score -1247930 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1247930.500000 Penalty: 2802.556152
	Iteration 59Q: 3 clusters Score -1247930 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1247930.875000 Penalty: 2802.556152
	Iteration 60F: 3 clusters Score -1247931 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1247934.625000 Penalty: 2802.556152
	Iteration 61Q: 3 clusters Score -1247935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1247935.375000 Penalty: 2802.556152
	Iteration 62Q: 3 clusters Score -1247935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1247937.625000 Penalty: 2802.556152
	Iteration 63Q: 3 clusters Score -1247938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1247936.750000 Penalty: 2802.556152
	Iteration 64Q: 3 clusters Score -1247937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1247939.250000 Penalty: 2802.556152
	Iteration 65Q: 3 clusters Score -1247939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1247937.875000 Penalty: 2802.556152
	Iteration 66Q: 3 clusters Score -1247938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1247938.875000 Penalty: 2802.556152
	Iteration 67Q: 3 clusters Score -1247939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1247938.375000 Penalty: 2802.556152
	Iteration 68Q: 3 clusters Score -1247938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1247939.000000 Penalty: 2802.556152
	Iteration 69Q: 3 clusters Score -1247939 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1247938.500000 Penalty: 2802.556152
	Iteration 70Q: 3 clusters Score -1247938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1247944.000000 Penalty: 2802.556152
	Iteration 71Q: 3 clusters Score -1247944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1247943.000000 Penalty: 2802.556152
	Iteration 72Q: 3 clusters Score -1247943 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1247948.250000 Penalty: 2802.556152
	Iteration 73Q: 3 clusters Score -1247948 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1247948.875000 Penalty: 2802.556152
	Iteration 74Q: 3 clusters Score -1247949 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1247950.625000 Penalty: 2802.556152
	Iteration 75Q: 3 clusters Score -1247951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1247953.125000 Penalty: 2802.556152
	Iteration 76Q: 3 clusters Score -1247953 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1247955.375000 Penalty: 2802.556152
	Iteration 77Q: 3 clusters Score -1247955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1247954.250000 Penalty: 2802.556152
	Iteration 78Q: 3 clusters Score -1247954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1247957.250000 Penalty: 2802.556152
	Iteration 79Q: 3 clusters Score -1247957 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1247956.875000 Penalty: 2802.556152
	Iteration 80F: 3 clusters Score -1247957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1247961.375000 Penalty: 2802.556152
	Iteration 81Q: 3 clusters Score -1247961 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1247962.750000 Penalty: 2802.556152
	Iteration 82Q: 3 clusters Score -1247963 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1247962.875000 Penalty: 2802.556152
	Iteration 83Q: 3 clusters Score -1247963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1247965.125000 Penalty: 2802.556152
	Iteration 84Q: 3 clusters Score -1247965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1247963.250000 Penalty: 2802.556152
	Iteration 85Q: 3 clusters Score -1247963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1247967.250000 Penalty: 2802.556152
	Iteration 86Q: 3 clusters Score -1247967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1247967.375000 Penalty: 2802.556152
	Iteration 87Q: 3 clusters Score -1247967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1247967.375000 Penalty: 2802.556152
	Iteration 88F: 3 clusters Score -1247967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Entering Unmasked Estep 
Score: -679445.312500 Penalty: 1306.054443
	Iteration 0F: 2 clusters Score -679445.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -674829.125000 Penalty: 2612.108887
	Iteration 0F: 3 clusters Score -674829.1 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -676190.875000 Penalty: 2612.108887
	Iteration 1F: 3 clusters Score -676190.9 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -676425.937500 Penalty: 2612.108887
	Iteration 2F: 3 clusters Score -676425.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -676595.875000 Penalty: 2612.108887
	Iteration 3F: 3 clusters Score -676595.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -676714.125000 Penalty: 2612.108887
	Iteration 4Q: 3 clusters Score -676714.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -676801.437500 Penalty: 2612.108887
	Iteration 5Q: 3 clusters Score -676801.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -676874.875000 Penalty: 2612.108887
	Iteration 6Q: 3 clusters Score -676874.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -676944.687500 Penalty: 2612.108887
	Iteration 7Q: 3 clusters Score -676944.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -677031.750000 Penalty: 2612.108887
	Iteration 8Q: 3 clusters Score -677031.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -677116.250000 Penalty: 2612.108887
	Iteration 9Q: 3 clusters Score -677116.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -677190.250000 Penalty: 2612.108887
	Iteration 10Q: 3 clusters Score -677190.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -677274.812500 Penalty: 2612.108887
	Iteration 11Q: 3 clusters Score -677274.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -677357.937500 Penalty: 2612.108887
	Iteration 12Q: 3 clusters Score -677357.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -677455.625000 Penalty: 2612.108887
	Iteration 13Q: 3 clusters Score -677455.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -677567.125000 Penalty: 2612.108887
	Iteration 14Q: 3 clusters Score -677567.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -677686.625000 Penalty: 2612.108887
	Iteration 15Q: 3 clusters Score -677686.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -677793.312500 Penalty: 2612.108887
	Iteration 16Q: 3 clusters Score -677793.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -677918.750000 Penalty: 2612.108887
	Iteration 17Q: 3 clusters Score -677918.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -678003.937500 Penalty: 2612.108887
	Iteration 18Q: 3 clusters Score -678003.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -678074.250000 Penalty: 2612.108887
	Iteration 19Q: 3 clusters Score -678074.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -678133.875000 Penalty: 2612.108887
	Iteration 20F: 3 clusters Score -678133.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -678190.437500 Penalty: 2612.108887
	Iteration 21Q: 3 clusters Score -678190.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -678217.000000 Penalty: 2612.108887
	Iteration 22Q: 3 clusters Score -678217 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -678247.062500 Penalty: 2612.108887
	Iteration 23Q: 3 clusters Score -678247.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -678274.125000 Penalty: 2612.108887
	Iteration 24Q: 3 clusters Score -678274.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -678300.125000 Penalty: 2612.108887
	Iteration 25Q: 3 clusters Score -678300.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -678320.937500 Penalty: 2612.108887
	Iteration 26Q: 3 clusters Score -678320.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -678338.375000 Penalty: 2612.108887
	Iteration 27Q: 3 clusters Score -678338.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -678359.000000 Penalty: 2612.108887
	Iteration 28Q: 3 clusters Score -678359 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -678375.062500 Penalty: 2612.108887
	Iteration 29Q: 3 clusters Score -678375.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -678387.000000 Penalty: 2612.108887
	Iteration 30Q: 3 clusters Score -678387 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -678395.937500 Penalty: 2612.108887
	Iteration 31Q: 3 clusters Score -678395.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -678407.687500 Penalty: 2612.108887
	Iteration 32Q: 3 clusters Score -678407.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -678416.812500 Penalty: 2612.108887
	Iteration 33Q: 3 clusters Score -678416.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -678417.312500 Penalty: 2612.108887
	Iteration 34Q: 3 clusters Score -678417.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -678420.375000 Penalty: 2612.108887
	Iteration 35Q: 3 clusters Score -678420.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -678421.625000 Penalty: 2612.108887
	Iteration 36Q: 3 clusters Score -678421.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -678422.812500 Penalty: 2612.108887
	Iteration 37Q: 3 clusters Score -678422.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -678425.437500 Penalty: 2612.108887
	Iteration 38Q: 3 clusters Score -678425.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -678426.937500 Penalty: 2612.108887
	Iteration 39Q: 3 clusters Score -678426.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -678426.937500 Penalty: 2612.108887
	Iteration 40F: 3 clusters Score -678426.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -678429.750000 Penalty: 2612.108887
	Iteration 41Q: 3 clusters Score -678429.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -678430.312500 Penalty: 2612.108887
	Iteration 42Q: 3 clusters Score -678430.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -678430.562500 Penalty: 2612.108887
	Iteration 43Q: 3 clusters Score -678430.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -678432.187500 Penalty: 2612.108887
	Iteration 44Q: 3 clusters Score -678432.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -678432.500000 Penalty: 2612.108887
	Iteration 45Q: 3 clusters Score -678432.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -678432.500000 Penalty: 2612.108887
	Iteration 46F: 3 clusters Score -678432.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Entering Unmasked Estep 
Score: -289164.593750 Penalty: 1180.175171
	Iteration 0F: 2 clusters Score -289164.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -286826.562500 Penalty: 2360.350342
	Iteration 0F: 3 clusters Score -286826.6 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -287416.875000 Penalty: 2360.350342
	Iteration 1F: 3 clusters Score -287416.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -287555.875000 Penalty: 2360.350342
	Iteration 2F: 3 clusters Score -287555.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -287645.531250 Penalty: 2360.350342
	Iteration 3Q: 3 clusters Score -287645.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -287701.437500 Penalty: 2360.350342
	Iteration 4Q: 3 clusters Score -287701.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -287733.125000 Penalty: 2360.350342
	Iteration 5Q: 3 clusters Score -287733.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -287756.656250 Penalty: 2360.350342
	Iteration 6Q: 3 clusters Score -287756.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -287776.500000 Penalty: 2360.350342
	Iteration 7Q: 3 clusters Score -287776.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -287792.812500 Penalty: 2360.350342
	Iteration 8Q: 3 clusters Score -287792.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -287802.187500 Penalty: 2360.350342
	Iteration 9Q: 3 clusters Score -287802.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -287809.906250 Penalty: 2360.350342
	Iteration 10Q: 3 clusters Score -287809.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -287817.062500 Penalty: 2360.350342
	Iteration 11Q: 3 clusters Score -287817.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -287824.062500 Penalty: 2360.350342
	Iteration 12Q: 3 clusters Score -287824.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -287828.750000 Penalty: 2360.350342
	Iteration 13Q: 3 clusters Score -287828.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -287830.812500 Penalty: 2360.350342
	Iteration 14Q: 3 clusters Score -287830.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -287832.937500 Penalty: 2360.350342
	Iteration 15Q: 3 clusters Score -287832.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -287834.343750 Penalty: 2360.350342
	Iteration 16Q: 3 clusters Score -287834.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -287835.093750 Penalty: 2360.350342
	Iteration 17Q: 3 clusters Score -287835.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -287835.500000 Penalty: 2360.350342
	Iteration 18Q: 3 clusters Score -287835.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -287836.468750 Penalty: 2360.350342
	Iteration 19Q: 3 clusters Score -287836.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -287836.750000 Penalty: 2360.350342
	Iteration 20F: 3 clusters Score -287836.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -287838.156250 Penalty: 2360.350342
	Iteration 21Q: 3 clusters Score -287838.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -287841.000000 Penalty: 2360.350342
	Iteration 22Q: 3 clusters Score -287841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -287842.562500 Penalty: 2360.350342
	Iteration 23Q: 3 clusters Score -287842.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -287844.343750 Penalty: 2360.350342
	Iteration 24Q: 3 clusters Score -287844.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -287844.843750 Penalty: 2360.350342
	Iteration 25Q: 3 clusters Score -287844.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -287844.843750 Penalty: 2360.350342
	Iteration 26F: 3 clusters Score -287844.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Entering Unmasked Estep 
Score: -187169.296875 Penalty: 1143.769287
	Iteration 0F: 2 clusters Score -187169.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -185184.578125 Penalty: 2287.538574
	Iteration 0F: 3 clusters Score -185184.6 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -185820.468750 Penalty: 2287.538574
	Iteration 1F: 3 clusters Score -185820.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -186088.625000 Penalty: 2287.538574
	Iteration 2F: 3 clusters Score -186088.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -186236.156250 Penalty: 2287.538574
	Iteration 3F: 3 clusters Score -186236.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -186357.687500 Penalty: 2287.538574
	Iteration 4F: 3 clusters Score -186357.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -186464.046875 Penalty: 2287.538574
	Iteration 5Q: 3 clusters Score -186464 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -186544.453125 Penalty: 2287.538574
	Iteration 6Q: 3 clusters Score -186544.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -186619.312500 Penalty: 2287.538574
	Iteration 7Q: 3 clusters Score -186619.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -186679.484375 Penalty: 2287.538574
	Iteration 8Q: 3 clusters Score -186679.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -186727.328125 Penalty: 2287.538574
	Iteration 9Q: 3 clusters Score -186727.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -186755.468750 Penalty: 2287.538574
	Iteration 10Q: 3 clusters Score -186755.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -186776.437500 Penalty: 2287.538574
	Iteration 11Q: 3 clusters Score -186776.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -186796.859375 Penalty: 2287.538574
	Iteration 12Q: 3 clusters Score -186796.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -186811.359375 Penalty: 2287.538574
	Iteration 13Q: 3 clusters Score -186811.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -186822.125000 Penalty: 2287.538574
	Iteration 14Q: 3 clusters Score -186822.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -186832.203125 Penalty: 2287.538574
	Iteration 15Q: 3 clusters Score -186832.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -186841.187500 Penalty: 2287.538574
	Iteration 16Q: 3 clusters Score -186841.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -186845.843750 Penalty: 2287.538574
	Iteration 17Q: 3 clusters Score -186845.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -186851.281250 Penalty: 2287.538574
	Iteration 18Q: 3 clusters Score -186851.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -186857.609375 Penalty: 2287.538574
	Iteration 19Q: 3 clusters Score -186857.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -186866.046875 Penalty: 2287.538574
	Iteration 20F: 3 clusters Score -186866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -186873.484375 Penalty: 2287.538574
	Iteration 21Q: 3 clusters Score -186873.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -186883.750000 Penalty: 2287.538574
	Iteration 22Q: 3 clusters Score -186883.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -186885.656250 Penalty: 2287.538574
	Iteration 23Q: 3 clusters Score -186885.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -186887.625000 Penalty: 2287.538574
	Iteration 24Q: 3 clusters Score -186887.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -186893.281250 Penalty: 2287.538574
	Iteration 25Q: 3 clusters Score -186893.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -186894.515625 Penalty: 2287.538574
	Iteration 26Q: 3 clusters Score -186894.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -186896.031250 Penalty: 2287.538574
	Iteration 27Q: 3 clusters Score -186896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -186896.031250 Penalty: 2287.538574
	Iteration 28F: 3 clusters Score -186896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (34322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34322 members 
Entering Unmasked Estep 
Score: -3570075.500000 Penalty: 1553.999023
	Iteration 0F: 2 clusters Score -3570076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -3547805.250000 Penalty: 3107.998047
	Iteration 0F: 3 clusters Score -3547805 nChanged 15442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -3556310.250000 Penalty: 3107.998047
	Iteration 1F: 3 clusters Score -3556310 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -3556809.750000 Penalty: 3107.998047
	Iteration 2Q: 3 clusters Score -3556810 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -3557228.750000 Penalty: 3107.998047
	Iteration 3Q: 3 clusters Score -3557229 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -3557586.750000 Penalty: 3107.998047
	Iteration 4Q: 3 clusters Score -3557587 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -3557916.750000 Penalty: 3107.998047
	Iteration 5Q: 3 clusters Score -3557917 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -3558299.000000 Penalty: 3107.998047
	Iteration 6Q: 3 clusters Score -3558299 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -3558670.750000 Penalty: 3107.998047
	Iteration 7Q: 3 clusters Score -3558671 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -3559163.750000 Penalty: 3107.998047
	Iteration 8Q: 3 clusters Score -3559164 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -3559749.500000 Penalty: 3107.998047
	Iteration 9Q: 3 clusters Score -3559750 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -3560532.750000 Penalty: 3107.998047
	Iteration 10Q: 3 clusters Score -3560533 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -3561562.750000 Penalty: 3107.998047
	Iteration 11Q: 3 clusters Score -3561563 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 23557 members 
Entering Unmasked Estep 
Score: -3562735.250000 Penalty: 3107.998047
	Iteration 12F: 3 clusters Score -3562735 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 24617 members 
Entering Unmasked Estep 
Score: -3563877.500000 Penalty: 3107.998047
	Iteration 13Q: 3 clusters Score -3563878 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -3564867.250000 Penalty: 3107.998047
	Iteration 14Q: 3 clusters Score -3564867 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 26240 members 
Entering Unmasked Estep 
Score: -3565597.500000 Penalty: 3107.998047
	Iteration 15Q: 3 clusters Score -3565598 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 26814 members 
Entering Unmasked Estep 
Score: -3566076.750000 Penalty: 3107.998047
	Iteration 16Q: 3 clusters Score -3566077 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 27326 members 
Entering Unmasked Estep 
Score: -3566444.250000 Penalty: 3107.998047
	Iteration 17Q: 3 clusters Score -3566444 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 27811 members 
Entering Unmasked Estep 
Score: -3566746.000000 Penalty: 3107.998047
	Iteration 18Q: 3 clusters Score -3566746 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 28262 members 
Entering Unmasked Estep 
Score: -3567032.000000 Penalty: 3107.998047
	Iteration 19Q: 3 clusters Score -3567032 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 28637 members 
Entering Unmasked Estep 
Score: -3567265.500000 Penalty: 3107.998047
	Iteration 20F: 3 clusters Score -3567266 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 28953 members 
Entering Unmasked Estep 
Score: -3567425.250000 Penalty: 3107.998047
	Iteration 21Q: 3 clusters Score -3567425 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 29236 members 
Entering Unmasked Estep 
Score: -3567578.250000 Penalty: 3107.998047
	Iteration 22Q: 3 clusters Score -3567578 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 29501 members 
Entering Unmasked Estep 
Score: -3567699.250000 Penalty: 3107.998047
	Iteration 23Q: 3 clusters Score -3567699 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 29725 members 
Entering Unmasked Estep 
Score: -3567798.250000 Penalty: 3107.998047
	Iteration 24Q: 3 clusters Score -3567798 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 29900 members 
Entering Unmasked Estep 
Score: -3567877.250000 Penalty: 3107.998047
	Iteration 25Q: 3 clusters Score -3567877 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 30055 members 
Entering Unmasked Estep 
Score: -3567931.500000 Penalty: 3107.998047
	Iteration 26Q: 3 clusters Score -3567932 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 30191 members 
Entering Unmasked Estep 
Score: -3567972.750000 Penalty: 3107.998047
	Iteration 27Q: 3 clusters Score -3567973 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 30305 members 
Entering Unmasked Estep 
Score: -3568013.250000 Penalty: 3107.998047
	Iteration 28Q: 3 clusters Score -3568013 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 30410 members 
Entering Unmasked Estep 
Score: -3568037.750000 Penalty: 3107.998047
	Iteration 29Q: 3 clusters Score -3568038 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 30513 members 
Entering Unmasked Estep 
Score: -3568079.500000 Penalty: 3107.998047
	Iteration 30Q: 3 clusters Score -3568080 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 30639 members 
Entering Unmasked Estep 
Score: -3568119.750000 Penalty: 3107.998047
	Iteration 31Q: 3 clusters Score -3568120 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 30760 members 
Entering Unmasked Estep 
Score: -3568158.250000 Penalty: 3107.998047
	Iteration 32Q: 3 clusters Score -3568158 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 30859 members 
Entering Unmasked Estep 
Score: -3568172.250000 Penalty: 3107.998047
	Iteration 33Q: 3 clusters Score -3568172 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 30948 members 
Entering Unmasked Estep 
Score: -3568207.500000 Penalty: 3107.998047
	Iteration 34Q: 3 clusters Score -3568208 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 31033 members 
Entering Unmasked Estep 
Score: -3568232.500000 Penalty: 3107.998047
	Iteration 35Q: 3 clusters Score -3568232 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
Score: -3568262.500000 Penalty: 3107.998047
	Iteration 36Q: 3 clusters Score -3568262 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 31167 members 
Entering Unmasked Estep 
Score: -3568270.000000 Penalty: 3107.998047
	Iteration 37Q: 3 clusters Score -3568270 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 31226 members 
Entering Unmasked Estep 
Score: -3568291.000000 Penalty: 3107.998047
	Iteration 38Q: 3 clusters Score -3568291 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 31289 members 
Entering Unmasked Estep 
Score: -3568311.500000 Penalty: 3107.998047
	Iteration 39Q: 3 clusters Score -3568312 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 31352 members 
Entering Unmasked Estep 
Score: -3568312.750000 Penalty: 3107.998047
	Iteration 40F: 3 clusters Score -3568313 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 31421 members 
Entering Unmasked Estep 
Score: -3568325.500000 Penalty: 3107.998047
	Iteration 41Q: 3 clusters Score -3568326 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 31491 members 
Entering Unmasked Estep 
Score: -3568350.500000 Penalty: 3107.998047
	Iteration 42Q: 3 clusters Score -3568350 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 31554 members 
Entering Unmasked Estep 
Score: -3568348.500000 Penalty: 3107.998047
	Iteration 43Q: 3 clusters Score -3568348 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -3568373.000000 Penalty: 3107.998047
	Iteration 44Q: 3 clusters Score -3568373 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 31662 members 
Entering Unmasked Estep 
Score: -3568378.750000 Penalty: 3107.998047
	Iteration 45Q: 3 clusters Score -3568379 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 31710 members 
Entering Unmasked Estep 
Score: -3568391.000000 Penalty: 3107.998047
	Iteration 46Q: 3 clusters Score -3568391 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 31753 members 
Entering Unmasked Estep 
Score: -3568403.500000 Penalty: 3107.998047
	Iteration 47Q: 3 clusters Score -3568404 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 31792 members 
Entering Unmasked Estep 
Score: -3568412.000000 Penalty: 3107.998047
	Iteration 48Q: 3 clusters Score -3568412 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 31826 members 
Entering Unmasked Estep 
Score: -3568417.750000 Penalty: 3107.998047
	Iteration 49Q: 3 clusters Score -3568418 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 31859 members 
Entering Unmasked Estep 
Score: -3568425.250000 Penalty: 3107.998047
	Iteration 50Q: 3 clusters Score -3568425 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 31892 members 
Entering Unmasked Estep 
Score: -3568443.500000 Penalty: 3107.998047
	Iteration 51Q: 3 clusters Score -3568444 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 31923 members 
Entering Unmasked Estep 
Score: -3568458.250000 Penalty: 3107.998047
	Iteration 52Q: 3 clusters Score -3568458 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 31950 members 
Entering Unmasked Estep 
Score: -3568458.750000 Penalty: 3107.998047
	Iteration 53Q: 3 clusters Score -3568459 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 31978 members 
Entering Unmasked Estep 
Score: -3568461.750000 Penalty: 3107.998047
	Iteration 54Q: 3 clusters Score -3568462 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 32014 members 
Entering Unmasked Estep 
Score: -3568476.250000 Penalty: 3107.998047
	Iteration 55Q: 3 clusters Score -3568476 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 32056 members 
Entering Unmasked Estep 
Score: -3568483.250000 Penalty: 3107.998047
	Iteration 56Q: 3 clusters Score -3568483 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 32100 members 
Entering Unmasked Estep 
Score: -3568502.250000 Penalty: 3107.998047
	Iteration 57Q: 3 clusters Score -3568502 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 32132 members 
Entering Unmasked Estep 
Score: -3568505.750000 Penalty: 3107.998047
	Iteration 58Q: 3 clusters Score -3568506 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 32150 members 
Entering Unmasked Estep 
Score: -3568516.250000 Penalty: 3107.998047
	Iteration 59Q: 3 clusters Score -3568516 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 32174 members 
Entering Unmasked Estep 
Score: -3568524.500000 Penalty: 3107.998047
	Iteration 60F: 3 clusters Score -3568524 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 32198 members 
Entering Unmasked Estep 
Score: -3568525.250000 Penalty: 3107.998047
	Iteration 61Q: 3 clusters Score -3568525 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 32221 members 
Entering Unmasked Estep 
Score: -3568538.000000 Penalty: 3107.998047
	Iteration 62Q: 3 clusters Score -3568538 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 32241 members 
Entering Unmasked Estep 
Score: -3568539.250000 Penalty: 3107.998047
	Iteration 63Q: 3 clusters Score -3568539 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 32261 members 
Entering Unmasked Estep 
Score: -3568543.250000 Penalty: 3107.998047
	Iteration 64Q: 3 clusters Score -3568543 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 32284 members 
Entering Unmasked Estep 
Score: -3568548.750000 Penalty: 3107.998047
	Iteration 65Q: 3 clusters Score -3568549 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 32304 members 
Entering Unmasked Estep 
Score: -3568557.000000 Penalty: 3107.998047
	Iteration 66Q: 3 clusters Score -3568557 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 32327 members 
Entering Unmasked Estep 
Score: -3568558.750000 Penalty: 3107.998047
	Iteration 67Q: 3 clusters Score -3568559 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 32347 members 
Entering Unmasked Estep 
Score: -3568564.000000 Penalty: 3107.998047
	Iteration 68Q: 3 clusters Score -3568564 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 32372 members 
Entering Unmasked Estep 
Score: -3568571.500000 Penalty: 3107.998047
	Iteration 69Q: 3 clusters Score -3568572 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 32403 members 
Entering Unmasked Estep 
Score: -3568591.500000 Penalty: 3107.998047
	Iteration 70Q: 3 clusters Score -3568592 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 32432 members 
Entering Unmasked Estep 
Score: -3568598.000000 Penalty: 3107.998047
	Iteration 71Q: 3 clusters Score -3568598 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 32465 members 
Entering Unmasked Estep 
Score: -3568611.000000 Penalty: 3107.998047
	Iteration 72Q: 3 clusters Score -3568611 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 32504 members 
Entering Unmasked Estep 
Score: -3568602.000000 Penalty: 3107.998047
	Iteration 73Q: 3 clusters Score -3568602 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 32549 members 
Entering Unmasked Estep 
Score: -3568629.750000 Penalty: 3107.998047
	Iteration 74Q: 3 clusters Score -3568630 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 32597 members 
Entering Unmasked Estep 
Score: -3568647.500000 Penalty: 3107.998047
	Iteration 75Q: 3 clusters Score -3568648 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 32647 members 
Entering Unmasked Estep 
Score: -3568660.250000 Penalty: 3107.998047
	Iteration 76Q: 3 clusters Score -3568660 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 32688 members 
Entering Unmasked Estep 
Score: -3568674.750000 Penalty: 3107.998047
	Iteration 77Q: 3 clusters Score -3568675 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 32722 members 
Entering Unmasked Estep 
Score: -3568694.250000 Penalty: 3107.998047
	Iteration 78Q: 3 clusters Score -3568694 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 32754 members 
Entering Unmasked Estep 
Score: -3568699.750000 Penalty: 3107.998047
	Iteration 79Q: 3 clusters Score -3568700 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 32786 members 
Entering Unmasked Estep 
Score: -3568711.500000 Penalty: 3107.998047
	Iteration 80F: 3 clusters Score -3568712 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 32826 members 
Entering Unmasked Estep 
Score: -3568734.750000 Penalty: 3107.998047
	Iteration 81Q: 3 clusters Score -3568735 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 32863 members 
Entering Unmasked Estep 
Score: -3568753.500000 Penalty: 3107.998047
	Iteration 82Q: 3 clusters Score -3568754 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 32906 members 
Entering Unmasked Estep 
Score: -3568772.750000 Penalty: 3107.998047
	Iteration 83Q: 3 clusters Score -3568773 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 32931 members 
Entering Unmasked Estep 
Score: -3568781.750000 Penalty: 3107.998047
	Iteration 84Q: 3 clusters Score -3568782 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 32958 members 
Entering Unmasked Estep 
Score: -3568785.750000 Penalty: 3107.998047
	Iteration 85Q: 3 clusters Score -3568786 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 32976 members 
Entering Unmasked Estep 
Score: -3568792.000000 Penalty: 3107.998047
	Iteration 86Q: 3 clusters Score -3568792 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 32992 members 
Entering Unmasked Estep 
Score: -3568792.500000 Penalty: 3107.998047
	Iteration 87Q: 3 clusters Score -3568792 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 33007 members 
Entering Unmasked Estep 
Score: -3568809.500000 Penalty: 3107.998047
	Iteration 88Q: 3 clusters Score -3568810 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 33030 members 
Entering Unmasked Estep 
Score: -3568813.750000 Penalty: 3107.998047
	Iteration 89Q: 3 clusters Score -3568814 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 33055 members 
Entering Unmasked Estep 
Score: -3568827.500000 Penalty: 3107.998047
	Iteration 90Q: 3 clusters Score -3568828 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 33079 members 
Entering Unmasked Estep 
Score: -3568824.750000 Penalty: 3107.998047
	Iteration 91Q: 3 clusters Score -3568825 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 33101 members 
Entering Unmasked Estep 
Score: -3568828.250000 Penalty: 3107.998047
	Iteration 92Q: 3 clusters Score -3568828 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 33116 members 
Entering Unmasked Estep 
Score: -3568835.500000 Penalty: 3107.998047
	Iteration 93Q: 3 clusters Score -3568836 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 33135 members 
Entering Unmasked Estep 
Score: -3568841.250000 Penalty: 3107.998047
	Iteration 94Q: 3 clusters Score -3568841 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 33148 members 
Entering Unmasked Estep 
Score: -3568841.750000 Penalty: 3107.998047
	Iteration 95Q: 3 clusters Score -3568842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 33157 members 
Entering Unmasked Estep 
Score: -3568843.250000 Penalty: 3107.998047
	Iteration 96Q: 3 clusters Score -3568843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 33167 members 
Entering Unmasked Estep 
Score: -3568850.750000 Penalty: 3107.998047
	Iteration 97Q: 3 clusters Score -3568851 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 33180 members 
Entering Unmasked Estep 
Score: -3568850.250000 Penalty: 3107.998047
	Iteration 98Q: 3 clusters Score -3568850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 33191 members 
Entering Unmasked Estep 
Score: -3568850.750000 Penalty: 3107.998047
	Iteration 99Q: 3 clusters Score -3568851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 33200 members 
Entering Unmasked Estep 
Score: -3568852.750000 Penalty: 3107.998047
	Iteration 100F: 3 clusters Score -3568853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 33203 members 
Entering Unmasked Estep 
Score: -3568855.250000 Penalty: 3107.998047
	Iteration 101Q: 3 clusters Score -3568855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 33208 members 
Entering Unmasked Estep 
Score: -3568858.750000 Penalty: 3107.998047
	Iteration 102Q: 3 clusters Score -3568859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 33215 members 
Entering Unmasked Estep 
Score: -3568862.000000 Penalty: 3107.998047
	Iteration 103Q: 3 clusters Score -3568862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 33217 members 
Entering Unmasked Estep 
Score: -3568865.500000 Penalty: 3107.998047
	Iteration 104Q: 3 clusters Score -3568866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 33219 members 
Entering Unmasked Estep 
Score: -3568862.500000 Penalty: 3107.998047
	Iteration 105Q: 3 clusters Score -3568862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 33220 members 
Entering Unmasked Estep 
Score: -3568860.000000 Penalty: 3107.998047
	Iteration 106Q: 3 clusters Score -3568860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 33222 members 
Entering Unmasked Estep 
Score: -3568863.000000 Penalty: 3107.998047
	Iteration 107Q: 3 clusters Score -3568863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 33226 members 
Entering Unmasked Estep 
Score: -3568861.000000 Penalty: 3107.998047
	Iteration 108Q: 3 clusters Score -3568861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 33228 members 
Entering Unmasked Estep 
Score: -3568859.750000 Penalty: 3107.998047
	Iteration 109Q: 3 clusters Score -3568860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 33233 members 
Entering Unmasked Estep 
Score: -3568869.500000 Penalty: 3107.998047
	Iteration 110Q: 3 clusters Score -3568870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 33241 members 
Entering Unmasked Estep 
Score: -3568867.000000 Penalty: 3107.998047
	Iteration 111Q: 3 clusters Score -3568867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 33246 members 
Entering Unmasked Estep 
Score: -3568872.500000 Penalty: 3107.998047
	Iteration 112Q: 3 clusters Score -3568872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 33255 members 
Entering Unmasked Estep 
Score: -3568875.250000 Penalty: 3107.998047
	Iteration 113Q: 3 clusters Score -3568875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 33259 members 
Entering Unmasked Estep 
Score: -3568879.750000 Penalty: 3107.998047
	Iteration 114Q: 3 clusters Score -3568880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 33265 members 
Entering Unmasked Estep 
Score: -3568888.250000 Penalty: 3107.998047
	Iteration 115Q: 3 clusters Score -3568888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 33273 members 
Entering Unmasked Estep 
Score: -3568891.000000 Penalty: 3107.998047
	Iteration 116Q: 3 clusters Score -3568891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 33276 members 
Entering Unmasked Estep 
Score: -3568893.500000 Penalty: 3107.998047
	Iteration 117Q: 3 clusters Score -3568894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 33277 members 
Entering Unmasked Estep 
Score: -3568890.750000 Penalty: 3107.998047
	Iteration 118Q: 3 clusters Score -3568891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 33278 members 
Entering Unmasked Estep 
Score: -3568899.750000 Penalty: 3107.998047
	Iteration 119Q: 3 clusters Score -3568900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 33278 members 
Entering Unmasked Estep 
Score: -3568899.750000 Penalty: 3107.998047
	Iteration 120F: 3 clusters Score -3568900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Entering Unmasked Estep 
Score: -1031679.250000 Penalty: 1371.566284
	Iteration 0F: 2 clusters Score -1031679 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1024936.625000 Penalty: 2743.132568
	Iteration 0F: 3 clusters Score -1024937 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1027525.125000 Penalty: 2743.132568
	Iteration 1F: 3 clusters Score -1027525 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1028022.687500 Penalty: 2743.132568
	Iteration 2F: 3 clusters Score -1028023 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1028396.812500 Penalty: 2743.132568
	Iteration 3F: 3 clusters Score -1028397 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1028747.000000 Penalty: 2743.132568
	Iteration 4F: 3 clusters Score -1028747 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1029097.875000 Penalty: 2743.132568
	Iteration 5F: 3 clusters Score -1029098 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1029370.937500 Penalty: 2743.132568
	Iteration 6Q: 3 clusters Score -1029371 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1029597.000000 Penalty: 2743.132568
	Iteration 7Q: 3 clusters Score -1029597 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1029808.312500 Penalty: 2743.132568
	Iteration 8Q: 3 clusters Score -1029808 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1030017.500000 Penalty: 2743.132568
	Iteration 9Q: 3 clusters Score -1030018 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1030188.500000 Penalty: 2743.132568
	Iteration 10Q: 3 clusters Score -1030188 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1030330.750000 Penalty: 2743.132568
	Iteration 11Q: 3 clusters Score -1030331 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1030407.312500 Penalty: 2743.132568
	Iteration 12Q: 3 clusters Score -1030407 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1030449.187500 Penalty: 2743.132568
	Iteration 13Q: 3 clusters Score -1030449 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1030476.687500 Penalty: 2743.132568
	Iteration 14Q: 3 clusters Score -1030477 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1030498.187500 Penalty: 2743.132568
	Iteration 15Q: 3 clusters Score -1030498 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1030520.812500 Penalty: 2743.132568
	Iteration 16Q: 3 clusters Score -1030521 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1030537.937500 Penalty: 2743.132568
	Iteration 17Q: 3 clusters Score -1030538 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1030551.937500 Penalty: 2743.132568
	Iteration 18Q: 3 clusters Score -1030552 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1030567.125000 Penalty: 2743.132568
	Iteration 19Q: 3 clusters Score -1030567 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1030572.312500 Penalty: 2743.132568
	Iteration 20F: 3 clusters Score -1030572 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1030578.437500 Penalty: 2743.132568
	Iteration 21Q: 3 clusters Score -1030578 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1030586.062500 Penalty: 2743.132568
	Iteration 22Q: 3 clusters Score -1030586 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1030589.437500 Penalty: 2743.132568
	Iteration 23Q: 3 clusters Score -1030589 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1030593.187500 Penalty: 2743.132568
	Iteration 24Q: 3 clusters Score -1030593 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1030596.000000 Penalty: 2743.132568
	Iteration 25Q: 3 clusters Score -1030596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1030597.937500 Penalty: 2743.132568
	Iteration 26Q: 3 clusters Score -1030598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1030599.812500 Penalty: 2743.132568
	Iteration 27Q: 3 clusters Score -1030600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1030599.562500 Penalty: 2743.132568
	Iteration 28Q: 3 clusters Score -1030600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1030600.625000 Penalty: 2743.132568
	Iteration 29Q: 3 clusters Score -1030601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1030602.875000 Penalty: 2743.132568
	Iteration 30Q: 3 clusters Score -1030603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1030600.937500 Penalty: 2743.132568
	Iteration 31Q: 3 clusters Score -1030601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1030603.687500 Penalty: 2743.132568
	Iteration 32Q: 3 clusters Score -1030604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1030603.500000 Penalty: 2743.132568
	Iteration 33Q: 3 clusters Score -1030604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1030604.750000 Penalty: 2743.132568
	Iteration 34Q: 3 clusters Score -1030605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1030607.750000 Penalty: 2743.132568
	Iteration 35Q: 3 clusters Score -1030608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1030605.437500 Penalty: 2743.132568
	Iteration 36Q: 3 clusters Score -1030605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1030607.687500 Penalty: 2743.132568
	Iteration 37Q: 3 clusters Score -1030608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1030609.375000 Penalty: 2743.132568
	Iteration 38Q: 3 clusters Score -1030609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1030610.812500 Penalty: 2743.132568
	Iteration 39Q: 3 clusters Score -1030611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1030612.875000 Penalty: 2743.132568
	Iteration 40F: 3 clusters Score -1030613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1030611.375000 Penalty: 2743.132568
	Iteration 41Q: 3 clusters Score -1030611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1030617.437500 Penalty: 2743.132568
	Iteration 42Q: 3 clusters Score -1030617 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1030618.187500 Penalty: 2743.132568
	Iteration 43Q: 3 clusters Score -1030618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1030618.500000 Penalty: 2743.132568
	Iteration 44Q: 3 clusters Score -1030618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1030620.187500 Penalty: 2743.132568
	Iteration 45Q: 3 clusters Score -1030620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1030621.250000 Penalty: 2743.132568
	Iteration 46Q: 3 clusters Score -1030621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1030624.562500 Penalty: 2743.132568
	Iteration 47Q: 3 clusters Score -1030625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1030625.687500 Penalty: 2743.132568
	Iteration 48Q: 3 clusters Score -1030626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1030626.000000 Penalty: 2743.132568
	Iteration 49Q: 3 clusters Score -1030626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1030626.437500 Penalty: 2743.132568
	Iteration 50Q: 3 clusters Score -1030626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1030627.312500 Penalty: 2743.132568
	Iteration 51Q: 3 clusters Score -1030627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1030625.875000 Penalty: 2743.132568
	Iteration 52Q: 3 clusters Score -1030626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1030626.687500 Penalty: 2743.132568
	Iteration 53Q: 3 clusters Score -1030627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1030627.562500 Penalty: 2743.132568
	Iteration 54Q: 3 clusters Score -1030628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1030627.500000 Penalty: 2743.132568
	Iteration 55Q: 3 clusters Score -1030628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1030627.937500 Penalty: 2743.132568
	Iteration 56Q: 3 clusters Score -1030628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1030629.687500 Penalty: 2743.132568
	Iteration 57Q: 3 clusters Score -1030630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1030629.812500 Penalty: 2743.132568
	Iteration 58Q: 3 clusters Score -1030630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1030629.812500 Penalty: 2743.132568
	Iteration 59F: 3 clusters Score -1030630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Entering Unmasked Estep 
Score: -231093.421875 Penalty: 1169.538208
	Iteration 0F: 2 clusters Score -231093.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -228868.953125 Penalty: 2339.076416
	Iteration 0F: 3 clusters Score -228869 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -229520.015625 Penalty: 2339.076416
	Iteration 1F: 3 clusters Score -229520 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -229701.343750 Penalty: 2339.076416
	Iteration 2F: 3 clusters Score -229701.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -229801.375000 Penalty: 2339.076416
	Iteration 3F: 3 clusters Score -229801.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -229876.406250 Penalty: 2339.076416
	Iteration 4Q: 3 clusters Score -229876.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -229938.890625 Penalty: 2339.076416
	Iteration 5Q: 3 clusters Score -229938.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -229994.796875 Penalty: 2339.076416
	Iteration 6Q: 3 clusters Score -229994.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -230050.375000 Penalty: 2339.076416
	Iteration 7Q: 3 clusters Score -230050.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -230091.218750 Penalty: 2339.076416
	Iteration 8Q: 3 clusters Score -230091.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -230128.375000 Penalty: 2339.076416
	Iteration 9Q: 3 clusters Score -230128.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -230160.546875 Penalty: 2339.076416
	Iteration 10Q: 3 clusters Score -230160.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -230197.765625 Penalty: 2339.076416
	Iteration 11Q: 3 clusters Score -230197.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -230232.531250 Penalty: 2339.076416
	Iteration 12Q: 3 clusters Score -230232.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -230257.718750 Penalty: 2339.076416
	Iteration 13Q: 3 clusters Score -230257.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -230278.015625 Penalty: 2339.076416
	Iteration 14Q: 3 clusters Score -230278 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -230293.875000 Penalty: 2339.076416
	Iteration 15Q: 3 clusters Score -230293.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -230306.437500 Penalty: 2339.076416
	Iteration 16Q: 3 clusters Score -230306.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -230319.156250 Penalty: 2339.076416
	Iteration 17Q: 3 clusters Score -230319.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -230328.640625 Penalty: 2339.076416
	Iteration 18Q: 3 clusters Score -230328.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -230338.125000 Penalty: 2339.076416
	Iteration 19Q: 3 clusters Score -230338.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -230346.921875 Penalty: 2339.076416
	Iteration 20F: 3 clusters Score -230346.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -230361.500000 Penalty: 2339.076416
	Iteration 21Q: 3 clusters Score -230361.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -230373.343750 Penalty: 2339.076416
	Iteration 22Q: 3 clusters Score -230373.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -230384.843750 Penalty: 2339.076416
	Iteration 23Q: 3 clusters Score -230384.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -230392.593750 Penalty: 2339.076416
	Iteration 24Q: 3 clusters Score -230392.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -230396.343750 Penalty: 2339.076416
	Iteration 25Q: 3 clusters Score -230396.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -230399.000000 Penalty: 2339.076416
	Iteration 26Q: 3 clusters Score -230399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -230401.484375 Penalty: 2339.076416
	Iteration 27Q: 3 clusters Score -230401.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -230407.359375 Penalty: 2339.076416
	Iteration 28Q: 3 clusters Score -230407.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -230409.390625 Penalty: 2339.076416
	Iteration 29Q: 3 clusters Score -230409.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -230412.218750 Penalty: 2339.076416
	Iteration 30Q: 3 clusters Score -230412.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -230412.687500 Penalty: 2339.076416
	Iteration 31Q: 3 clusters Score -230412.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -230412.687500 Penalty: 2339.076416
	Iteration 32F: 3 clusters Score -230412.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Entering Unmasked Estep 
Score: -730606.062500 Penalty: 1330.968384
	Iteration 0F: 2 clusters Score -730606.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -725304.687500 Penalty: 2661.936768
	Iteration 0F: 3 clusters Score -725304.7 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -727071.562500 Penalty: 2661.936768
	Iteration 1F: 3 clusters Score -727071.6 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -727402.625000 Penalty: 2661.936768
	Iteration 2F: 3 clusters Score -727402.6 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -727656.937500 Penalty: 2661.936768
	Iteration 3F: 3 clusters Score -727656.9 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -727881.750000 Penalty: 2661.936768
	Iteration 4F: 3 clusters Score -727881.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -728082.250000 Penalty: 2661.936768
	Iteration 5Q: 3 clusters Score -728082.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -728297.687500 Penalty: 2661.936768
	Iteration 6Q: 3 clusters Score -728297.7 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -728520.875000 Penalty: 2661.936768
	Iteration 7Q: 3 clusters Score -728520.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -728715.812500 Penalty: 2661.936768
	Iteration 8Q: 3 clusters Score -728715.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -728859.625000 Penalty: 2661.936768
	Iteration 9Q: 3 clusters Score -728859.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -728973.500000 Penalty: 2661.936768
	Iteration 10Q: 3 clusters Score -728973.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -729053.312500 Penalty: 2661.936768
	Iteration 11Q: 3 clusters Score -729053.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -729113.625000 Penalty: 2661.936768
	Iteration 12Q: 3 clusters Score -729113.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -729156.625000 Penalty: 2661.936768
	Iteration 13Q: 3 clusters Score -729156.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -729195.500000 Penalty: 2661.936768
	Iteration 14Q: 3 clusters Score -729195.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -729239.000000 Penalty: 2661.936768
	Iteration 15Q: 3 clusters Score -729239 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -729277.750000 Penalty: 2661.936768
	Iteration 16Q: 3 clusters Score -729277.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -729299.875000 Penalty: 2661.936768
	Iteration 17Q: 3 clusters Score -729299.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -729319.750000 Penalty: 2661.936768
	Iteration 18Q: 3 clusters Score -729319.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -729342.125000 Penalty: 2661.936768
	Iteration 19Q: 3 clusters Score -729342.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -729363.312500 Penalty: 2661.936768
	Iteration 20F: 3 clusters Score -729363.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -729381.187500 Penalty: 2661.936768
	Iteration 21Q: 3 clusters Score -729381.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -729388.500000 Penalty: 2661.936768
	Iteration 22Q: 3 clusters Score -729388.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -729398.562500 Penalty: 2661.936768
	Iteration 23Q: 3 clusters Score -729398.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -729401.937500 Penalty: 2661.936768
	Iteration 24Q: 3 clusters Score -729401.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -729406.437500 Penalty: 2661.936768
	Iteration 25Q: 3 clusters Score -729406.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -729410.937500 Penalty: 2661.936768
	Iteration 26Q: 3 clusters Score -729410.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -729416.000000 Penalty: 2661.936768
	Iteration 27Q: 3 clusters Score -729416 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -729420.500000 Penalty: 2661.936768
	Iteration 28Q: 3 clusters Score -729420.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -729424.187500 Penalty: 2661.936768
	Iteration 29Q: 3 clusters Score -729424.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -729428.750000 Penalty: 2661.936768
	Iteration 30Q: 3 clusters Score -729428.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -729434.312500 Penalty: 2661.936768
	Iteration 31Q: 3 clusters Score -729434.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -729438.437500 Penalty: 2661.936768
	Iteration 32Q: 3 clusters Score -729438.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -729443.937500 Penalty: 2661.936768
	Iteration 33Q: 3 clusters Score -729443.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -729449.062500 Penalty: 2661.936768
	Iteration 34Q: 3 clusters Score -729449.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -729453.875000 Penalty: 2661.936768
	Iteration 35Q: 3 clusters Score -729453.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -729458.875000 Penalty: 2661.936768
	Iteration 36Q: 3 clusters Score -729458.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -729463.000000 Penalty: 2661.936768
	Iteration 37Q: 3 clusters Score -729463 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -729466.000000 Penalty: 2661.936768
	Iteration 38Q: 3 clusters Score -729466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -729471.875000 Penalty: 2661.936768
	Iteration 39Q: 3 clusters Score -729471.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -729475.437500 Penalty: 2661.936768
	Iteration 40F: 3 clusters Score -729475.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -729477.375000 Penalty: 2661.936768
	Iteration 41Q: 3 clusters Score -729477.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -729476.625000 Penalty: 2661.936768
	Iteration 42Q: 3 clusters Score -729476.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -729480.375000 Penalty: 2661.936768
	Iteration 43Q: 3 clusters Score -729480.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -729483.937500 Penalty: 2661.936768
	Iteration 44Q: 3 clusters Score -729483.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -729487.875000 Penalty: 2661.936768
	Iteration 45Q: 3 clusters Score -729487.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -729488.437500 Penalty: 2661.936768
	Iteration 46Q: 3 clusters Score -729488.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -729491.750000 Penalty: 2661.936768
	Iteration 47Q: 3 clusters Score -729491.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -729493.937500 Penalty: 2661.936768
	Iteration 48Q: 3 clusters Score -729493.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -729500.875000 Penalty: 2661.936768
	Iteration 49Q: 3 clusters Score -729500.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -729509.437500 Penalty: 2661.936768
	Iteration 50Q: 3 clusters Score -729509.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -729513.187500 Penalty: 2661.936768
	Iteration 51Q: 3 clusters Score -729513.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -729515.375000 Penalty: 2661.936768
	Iteration 52Q: 3 clusters Score -729515.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -729520.125000 Penalty: 2661.936768
	Iteration 53Q: 3 clusters Score -729520.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -729520.625000 Penalty: 2661.936768
	Iteration 54Q: 3 clusters Score -729520.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -729524.062500 Penalty: 2661.936768
	Iteration 55Q: 3 clusters Score -729524.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -729529.125000 Penalty: 2661.936768
	Iteration 56Q: 3 clusters Score -729529.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -729534.250000 Penalty: 2661.936768
	Iteration 57Q: 3 clusters Score -729534.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -729535.500000 Penalty: 2661.936768
	Iteration 58Q: 3 clusters Score -729535.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -729539.687500 Penalty: 2661.936768
	Iteration 59Q: 3 clusters Score -729539.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -729543.062500 Penalty: 2661.936768
	Iteration 60F: 3 clusters Score -729543.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -729545.687500 Penalty: 2661.936768
	Iteration 61Q: 3 clusters Score -729545.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -729545.687500 Penalty: 2661.936768
	Iteration 62Q: 3 clusters Score -729545.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -729546.312500 Penalty: 2661.936768
	Iteration 63Q: 3 clusters Score -729546.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -729548.000000 Penalty: 2661.936768
	Iteration 64Q: 3 clusters Score -729548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -729548.000000 Penalty: 2661.936768
	Iteration 65F: 3 clusters Score -729548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Entering Unmasked Estep 
Score: -450398.468750 Penalty: 1259.694702
	Iteration 0F: 2 clusters Score -450398.5 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 2443 members 
Entering Unmasked Estep 
Score: -446856.250000 Penalty: 2519.389404
	Iteration 0F: 3 clusters Score -446856.2 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -448037.625000 Penalty: 2519.389404
	Iteration 1F: 3 clusters Score -448037.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -448318.500000 Penalty: 2519.389404
	Iteration 2F: 3 clusters Score -448318.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -448528.468750 Penalty: 2519.389404
	Iteration 3F: 3 clusters Score -448528.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -448660.718750 Penalty: 2519.389404
	Iteration 4Q: 3 clusters Score -448660.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -448799.375000 Penalty: 2519.389404
	Iteration 5Q: 3 clusters Score -448799.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -448948.906250 Penalty: 2519.389404
	Iteration 6Q: 3 clusters Score -448948.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -449088.031250 Penalty: 2519.389404
	Iteration 7Q: 3 clusters Score -449088 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -449243.812500 Penalty: 2519.389404
	Iteration 8Q: 3 clusters Score -449243.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -449388.718750 Penalty: 2519.389404
	Iteration 9Q: 3 clusters Score -449388.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -449508.406250 Penalty: 2519.389404
	Iteration 10Q: 3 clusters Score -449508.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -449596.125000 Penalty: 2519.389404
	Iteration 11Q: 3 clusters Score -449596.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -449662.125000 Penalty: 2519.389404
	Iteration 12Q: 3 clusters Score -449662.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -449717.906250 Penalty: 2519.389404
	Iteration 13Q: 3 clusters Score -449717.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -449760.562500 Penalty: 2519.389404
	Iteration 14Q: 3 clusters Score -449760.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -449808.000000 Penalty: 2519.389404
	Iteration 15Q: 3 clusters Score -449808 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -449857.031250 Penalty: 2519.389404
	Iteration 16Q: 3 clusters Score -449857 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -449895.375000 Penalty: 2519.389404
	Iteration 17Q: 3 clusters Score -449895.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -449918.406250 Penalty: 2519.389404
	Iteration 18Q: 3 clusters Score -449918.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -449930.031250 Penalty: 2519.389404
	Iteration 19Q: 3 clusters Score -449930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -449937.687500 Penalty: 2519.389404
	Iteration 20F: 3 clusters Score -449937.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -449945.156250 Penalty: 2519.389404
	Iteration 21Q: 3 clusters Score -449945.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -449951.156250 Penalty: 2519.389404
	Iteration 22Q: 3 clusters Score -449951.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -449957.718750 Penalty: 2519.389404
	Iteration 23Q: 3 clusters Score -449957.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -449960.906250 Penalty: 2519.389404
	Iteration 24Q: 3 clusters Score -449960.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -449964.718750 Penalty: 2519.389404
	Iteration 25Q: 3 clusters Score -449964.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -449966.187500 Penalty: 2519.389404
	Iteration 26Q: 3 clusters Score -449966.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -449970.843750 Penalty: 2519.389404
	Iteration 27Q: 3 clusters Score -449970.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -449973.437500 Penalty: 2519.389404
	Iteration 28Q: 3 clusters Score -449973.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -449973.437500 Penalty: 2519.389404
	Iteration 29F: 3 clusters Score -449973.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Entering Unmasked Estep 
Score: -406577.250000 Penalty: 1247.828735
	Iteration 0F: 2 clusters Score -406577.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -403305.812500 Penalty: 2495.657471
	Iteration 0F: 3 clusters Score -403305.8 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -404271.031250 Penalty: 2495.657471
	Iteration 1F: 3 clusters Score -404271 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -404515.500000 Penalty: 2495.657471
	Iteration 2F: 3 clusters Score -404515.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -404643.468750 Penalty: 2495.657471
	Iteration 3F: 3 clusters Score -404643.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -404703.687500 Penalty: 2495.657471
	Iteration 4Q: 3 clusters Score -404703.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -404756.000000 Penalty: 2495.657471
	Iteration 5Q: 3 clusters Score -404756 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -404810.531250 Penalty: 2495.657471
	Iteration 6Q: 3 clusters Score -404810.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -404856.375000 Penalty: 2495.657471
	Iteration 7Q: 3 clusters Score -404856.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -404889.500000 Penalty: 2495.657471
	Iteration 8Q: 3 clusters Score -404889.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -404916.375000 Penalty: 2495.657471
	Iteration 9Q: 3 clusters Score -404916.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -404938.312500 Penalty: 2495.657471
	Iteration 10Q: 3 clusters Score -404938.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -404956.187500 Penalty: 2495.657471
	Iteration 11Q: 3 clusters Score -404956.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -404979.000000 Penalty: 2495.657471
	Iteration 12Q: 3 clusters Score -404979 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -405013.031250 Penalty: 2495.657471
	Iteration 13Q: 3 clusters Score -405013 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -405059.125000 Penalty: 2495.657471
	Iteration 14Q: 3 clusters Score -405059.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -405104.656250 Penalty: 2495.657471
	Iteration 15Q: 3 clusters Score -405104.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -405151.937500 Penalty: 2495.657471
	Iteration 16Q: 3 clusters Score -405151.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -405199.812500 Penalty: 2495.657471
	Iteration 17Q: 3 clusters Score -405199.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -405241.437500 Penalty: 2495.657471
	Iteration 18Q: 3 clusters Score -405241.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -405282.562500 Penalty: 2495.657471
	Iteration 19Q: 3 clusters Score -405282.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -405318.937500 Penalty: 2495.657471
	Iteration 20F: 3 clusters Score -405318.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -405355.718750 Penalty: 2495.657471
	Iteration 21Q: 3 clusters Score -405355.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -405388.343750 Penalty: 2495.657471
	Iteration 22Q: 3 clusters Score -405388.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -405430.750000 Penalty: 2495.657471
	Iteration 23Q: 3 clusters Score -405430.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -405480.093750 Penalty: 2495.657471
	Iteration 24Q: 3 clusters Score -405480.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -405522.750000 Penalty: 2495.657471
	Iteration 25Q: 3 clusters Score -405522.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -405551.312500 Penalty: 2495.657471
	Iteration 26Q: 3 clusters Score -405551.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -405578.156250 Penalty: 2495.657471
	Iteration 27Q: 3 clusters Score -405578.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -405599.906250 Penalty: 2495.657471
	Iteration 28Q: 3 clusters Score -405599.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -405622.500000 Penalty: 2495.657471
	Iteration 29Q: 3 clusters Score -405622.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -405638.500000 Penalty: 2495.657471
	Iteration 30Q: 3 clusters Score -405638.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -405654.156250 Penalty: 2495.657471
	Iteration 31Q: 3 clusters Score -405654.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -405671.812500 Penalty: 2495.657471
	Iteration 32Q: 3 clusters Score -405671.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -405680.500000 Penalty: 2495.657471
	Iteration 33Q: 3 clusters Score -405680.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -405689.875000 Penalty: 2495.657471
	Iteration 34Q: 3 clusters Score -405689.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -405700.281250 Penalty: 2495.657471
	Iteration 35Q: 3 clusters Score -405700.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -405710.093750 Penalty: 2495.657471
	Iteration 36Q: 3 clusters Score -405710.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -405720.000000 Penalty: 2495.657471
	Iteration 37Q: 3 clusters Score -405720 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -405727.593750 Penalty: 2495.657471
	Iteration 38Q: 3 clusters Score -405727.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -405731.687500 Penalty: 2495.657471
	Iteration 39Q: 3 clusters Score -405731.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -405734.500000 Penalty: 2495.657471
	Iteration 40F: 3 clusters Score -405734.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -405738.156250 Penalty: 2495.657471
	Iteration 41Q: 3 clusters Score -405738.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -405742.718750 Penalty: 2495.657471
	Iteration 42Q: 3 clusters Score -405742.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -405745.781250 Penalty: 2495.657471
	Iteration 43Q: 3 clusters Score -405745.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -405748.093750 Penalty: 2495.657471
	Iteration 44Q: 3 clusters Score -405748.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -405750.250000 Penalty: 2495.657471
	Iteration 45Q: 3 clusters Score -405750.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -405750.812500 Penalty: 2495.657471
	Iteration 46Q: 3 clusters Score -405750.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -405751.812500 Penalty: 2495.657471
	Iteration 47Q: 3 clusters Score -405751.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -405751.812500 Penalty: 2495.657471
	Iteration 48F: 3 clusters Score -405751.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Entering Unmasked Estep 
Score: -1620055.625000 Penalty: 1435.451538
	Iteration 0F: 2 clusters Score -1620056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1609757.500000 Penalty: 2870.903076
	Iteration 0F: 3 clusters Score -1609758 nChanged 6756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1613368.625000 Penalty: 2870.903076
	Iteration 1F: 3 clusters Score -1613369 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1613814.875000 Penalty: 2870.903076
	Iteration 2F: 3 clusters Score -1613815 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1614206.250000 Penalty: 2870.903076
	Iteration 3F: 3 clusters Score -1614206 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1614581.500000 Penalty: 2870.903076
	Iteration 4F: 3 clusters Score -1614582 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1614939.750000 Penalty: 2870.903076
	Iteration 5Q: 3 clusters Score -1614940 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1615268.625000 Penalty: 2870.903076
	Iteration 6Q: 3 clusters Score -1615269 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1615625.750000 Penalty: 2870.903076
	Iteration 7Q: 3 clusters Score -1615626 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -1615975.750000 Penalty: 2870.903076
	Iteration 8Q: 3 clusters Score -1615976 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1616325.625000 Penalty: 2870.903076
	Iteration 9Q: 3 clusters Score -1616326 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -1616662.375000 Penalty: 2870.903076
	Iteration 10Q: 3 clusters Score -1616662 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -1616949.000000 Penalty: 2870.903076
	Iteration 11Q: 3 clusters Score -1616949 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -1617215.125000 Penalty: 2870.903076
	Iteration 12Q: 3 clusters Score -1617215 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -1617456.750000 Penalty: 2870.903076
	Iteration 13Q: 3 clusters Score -1617457 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -1617662.125000 Penalty: 2870.903076
	Iteration 14Q: 3 clusters Score -1617662 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -1617846.375000 Penalty: 2870.903076
	Iteration 15Q: 3 clusters Score -1617846 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -1618018.750000 Penalty: 2870.903076
	Iteration 16Q: 3 clusters Score -1618019 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -1618145.875000 Penalty: 2870.903076
	Iteration 17Q: 3 clusters Score -1618146 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -1618279.500000 Penalty: 2870.903076
	Iteration 18Q: 3 clusters Score -1618280 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -1618385.875000 Penalty: 2870.903076
	Iteration 19Q: 3 clusters Score -1618386 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -1618478.375000 Penalty: 2870.903076
	Iteration 20F: 3 clusters Score -1618478 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -1618545.375000 Penalty: 2870.903076
	Iteration 21Q: 3 clusters Score -1618545 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -1618606.875000 Penalty: 2870.903076
	Iteration 22Q: 3 clusters Score -1618607 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -1618678.000000 Penalty: 2870.903076
	Iteration 23Q: 3 clusters Score -1618678 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -1618726.000000 Penalty: 2870.903076
	Iteration 24Q: 3 clusters Score -1618726 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -1618762.625000 Penalty: 2870.903076
	Iteration 25Q: 3 clusters Score -1618763 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -1618799.500000 Penalty: 2870.903076
	Iteration 26Q: 3 clusters Score -1618800 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -1618828.000000 Penalty: 2870.903076
	Iteration 27Q: 3 clusters Score -1618828 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -1618847.625000 Penalty: 2870.903076
	Iteration 28Q: 3 clusters Score -1618848 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -1618869.125000 Penalty: 2870.903076
	Iteration 29Q: 3 clusters Score -1618869 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -1618885.625000 Penalty: 2870.903076
	Iteration 30Q: 3 clusters Score -1618886 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -1618895.625000 Penalty: 2870.903076
	Iteration 31Q: 3 clusters Score -1618896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -1618905.500000 Penalty: 2870.903076
	Iteration 32Q: 3 clusters Score -1618906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -1618916.000000 Penalty: 2870.903076
	Iteration 33Q: 3 clusters Score -1618916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -1618927.000000 Penalty: 2870.903076
	Iteration 34Q: 3 clusters Score -1618927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -1618932.500000 Penalty: 2870.903076
	Iteration 35Q: 3 clusters Score -1618932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -1618931.000000 Penalty: 2870.903076
	Iteration 36Q: 3 clusters Score -1618931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -1618931.750000 Penalty: 2870.903076
	Iteration 37Q: 3 clusters Score -1618932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -1618931.750000 Penalty: 2870.903076
	Iteration 38F: 3 clusters Score -1618932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (16181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Entering Unmasked Estep 
Score: -1698404.000000 Penalty: 1442.109131
	Iteration 0F: 2 clusters Score -1698404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1687821.125000 Penalty: 2884.218262
	Iteration 0F: 3 clusters Score -1687821 nChanged 7019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1691494.625000 Penalty: 2884.218262
	Iteration 1F: 3 clusters Score -1691495 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1691804.500000 Penalty: 2884.218262
	Iteration 2F: 3 clusters Score -1691804 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1692102.375000 Penalty: 2884.218262
	Iteration 3Q: 3 clusters Score -1692102 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1692419.625000 Penalty: 2884.218262
	Iteration 4Q: 3 clusters Score -1692420 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1692741.000000 Penalty: 2884.218262
	Iteration 5Q: 3 clusters Score -1692741 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1693124.250000 Penalty: 2884.218262
	Iteration 6Q: 3 clusters Score -1693124 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1693540.750000 Penalty: 2884.218262
	Iteration 7Q: 3 clusters Score -1693541 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1693978.125000 Penalty: 2884.218262
	Iteration 8Q: 3 clusters Score -1693978 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1694369.375000 Penalty: 2884.218262
	Iteration 9Q: 3 clusters Score -1694369 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -1694761.250000 Penalty: 2884.218262
	Iteration 10Q: 3 clusters Score -1694761 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -1695081.000000 Penalty: 2884.218262
	Iteration 11Q: 3 clusters Score -1695081 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -1695336.000000 Penalty: 2884.218262
	Iteration 12Q: 3 clusters Score -1695336 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -1695560.875000 Penalty: 2884.218262
	Iteration 13Q: 3 clusters Score -1695561 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -1695746.250000 Penalty: 2884.218262
	Iteration 14Q: 3 clusters Score -1695746 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -1695924.750000 Penalty: 2884.218262
	Iteration 15Q: 3 clusters Score -1695925 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -1696096.250000 Penalty: 2884.218262
	Iteration 16Q: 3 clusters Score -1696096 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -1696260.750000 Penalty: 2884.218262
	Iteration 17Q: 3 clusters Score -1696261 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -1696427.750000 Penalty: 2884.218262
	Iteration 18Q: 3 clusters Score -1696428 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -1696565.500000 Penalty: 2884.218262
	Iteration 19Q: 3 clusters Score -1696566 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -1696658.875000 Penalty: 2884.218262
	Iteration 20F: 3 clusters Score -1696659 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -1696730.750000 Penalty: 2884.218262
	Iteration 21Q: 3 clusters Score -1696731 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -1696806.000000 Penalty: 2884.218262
	Iteration 22Q: 3 clusters Score -1696806 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -1696858.000000 Penalty: 2884.218262
	Iteration 23Q: 3 clusters Score -1696858 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -1696892.375000 Penalty: 2884.218262
	Iteration 24Q: 3 clusters Score -1696892 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -1696922.125000 Penalty: 2884.218262
	Iteration 25Q: 3 clusters Score -1696922 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -1696945.750000 Penalty: 2884.218262
	Iteration 26Q: 3 clusters Score -1696946 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -1696963.125000 Penalty: 2884.218262
	Iteration 27Q: 3 clusters Score -1696963 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -1696987.000000 Penalty: 2884.218262
	Iteration 28Q: 3 clusters Score -1696987 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -1697007.875000 Penalty: 2884.218262
	Iteration 29Q: 3 clusters Score -1697008 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -1697027.500000 Penalty: 2884.218262
	Iteration 30Q: 3 clusters Score -1697028 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -1697046.625000 Penalty: 2884.218262
	Iteration 31Q: 3 clusters Score -1697047 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -1697060.875000 Penalty: 2884.218262
	Iteration 32Q: 3 clusters Score -1697061 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -1697078.000000 Penalty: 2884.218262
	Iteration 33Q: 3 clusters Score -1697078 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -1697088.500000 Penalty: 2884.218262
	Iteration 34Q: 3 clusters Score -1697088 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -1697099.625000 Penalty: 2884.218262
	Iteration 35Q: 3 clusters Score -1697100 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -1697106.000000 Penalty: 2884.218262
	Iteration 36Q: 3 clusters Score -1697106 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -1697111.875000 Penalty: 2884.218262
	Iteration 37Q: 3 clusters Score -1697112 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -1697118.125000 Penalty: 2884.218262
	Iteration 38Q: 3 clusters Score -1697118 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -1697124.375000 Penalty: 2884.218262
	Iteration 39Q: 3 clusters Score -1697124 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -1697137.625000 Penalty: 2884.218262
	Iteration 40F: 3 clusters Score -1697138 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -1697146.125000 Penalty: 2884.218262
	Iteration 41Q: 3 clusters Score -1697146 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -1697160.250000 Penalty: 2884.218262
	Iteration 42Q: 3 clusters Score -1697160 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -1697173.625000 Penalty: 2884.218262
	Iteration 43Q: 3 clusters Score -1697174 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -1697181.500000 Penalty: 2884.218262
	Iteration 44Q: 3 clusters Score -1697182 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -1697198.000000 Penalty: 2884.218262
	Iteration 45Q: 3 clusters Score -1697198 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -1697205.500000 Penalty: 2884.218262
	Iteration 46Q: 3 clusters Score -1697206 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -1697210.250000 Penalty: 2884.218262
	Iteration 47Q: 3 clusters Score -1697210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -1697216.625000 Penalty: 2884.218262
	Iteration 48Q: 3 clusters Score -1697217 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -1697220.500000 Penalty: 2884.218262
	Iteration 49Q: 3 clusters Score -1697220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -1697224.125000 Penalty: 2884.218262
	Iteration 50Q: 3 clusters Score -1697224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -1697225.000000 Penalty: 2884.218262
	Iteration 51Q: 3 clusters Score -1697225 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -1697229.375000 Penalty: 2884.218262
	Iteration 52Q: 3 clusters Score -1697229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -1697232.500000 Penalty: 2884.218262
	Iteration 53Q: 3 clusters Score -1697232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -1697238.125000 Penalty: 2884.218262
	Iteration 54Q: 3 clusters Score -1697238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -1697239.000000 Penalty: 2884.218262
	Iteration 55Q: 3 clusters Score -1697239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -1697242.125000 Penalty: 2884.218262
	Iteration 56Q: 3 clusters Score -1697242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -1697241.750000 Penalty: 2884.218262
	Iteration 57Q: 3 clusters Score -1697242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -1697241.750000 Penalty: 2884.218262
	Iteration 58F: 3 clusters Score -1697242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Entering Unmasked Estep 
Score: -728117.250000 Penalty: 1327.929565
	Iteration 0F: 2 clusters Score -728117.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -722929.187500 Penalty: 2655.859131
	Iteration 0F: 3 clusters Score -722929.2 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -724509.375000 Penalty: 2655.859131
	Iteration 1F: 3 clusters Score -724509.4 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -724777.875000 Penalty: 2655.859131
	Iteration 2F: 3 clusters Score -724777.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -724959.000000 Penalty: 2655.859131
	Iteration 3F: 3 clusters Score -724959 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -725107.937500 Penalty: 2655.859131
	Iteration 4Q: 3 clusters Score -725107.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -725231.250000 Penalty: 2655.859131
	Iteration 5Q: 3 clusters Score -725231.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -725347.687500 Penalty: 2655.859131
	Iteration 6Q: 3 clusters Score -725347.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -725452.062500 Penalty: 2655.859131
	Iteration 7Q: 3 clusters Score -725452.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -725554.062500 Penalty: 2655.859131
	Iteration 8Q: 3 clusters Score -725554.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -725647.000000 Penalty: 2655.859131
	Iteration 9Q: 3 clusters Score -725647 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -725744.937500 Penalty: 2655.859131
	Iteration 10Q: 3 clusters Score -725744.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -725852.000000 Penalty: 2655.859131
	Iteration 11Q: 3 clusters Score -725852 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -725947.437500 Penalty: 2655.859131
	Iteration 12Q: 3 clusters Score -725947.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -726042.750000 Penalty: 2655.859131
	Iteration 13Q: 3 clusters Score -726042.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -726145.250000 Penalty: 2655.859131
	Iteration 14Q: 3 clusters Score -726145.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -726259.750000 Penalty: 2655.859131
	Iteration 15Q: 3 clusters Score -726259.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -726372.187500 Penalty: 2655.859131
	Iteration 16Q: 3 clusters Score -726372.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -726470.875000 Penalty: 2655.859131
	Iteration 17Q: 3 clusters Score -726470.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -726584.875000 Penalty: 2655.859131
	Iteration 18Q: 3 clusters Score -726584.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -726674.562500 Penalty: 2655.859131
	Iteration 19Q: 3 clusters Score -726674.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -726764.375000 Penalty: 2655.859131
	Iteration 20F: 3 clusters Score -726764.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -726861.437500 Penalty: 2655.859131
	Iteration 21Q: 3 clusters Score -726861.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -726955.312500 Penalty: 2655.859131
	Iteration 22Q: 3 clusters Score -726955.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -727024.687500 Penalty: 2655.859131
	Iteration 23Q: 3 clusters Score -727024.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -727078.562500 Penalty: 2655.859131
	Iteration 24Q: 3 clusters Score -727078.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -727129.187500 Penalty: 2655.859131
	Iteration 25Q: 3 clusters Score -727129.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -727164.187500 Penalty: 2655.859131
	Iteration 26Q: 3 clusters Score -727164.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -727191.812500 Penalty: 2655.859131
	Iteration 27Q: 3 clusters Score -727191.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -727215.437500 Penalty: 2655.859131
	Iteration 28Q: 3 clusters Score -727215.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -727225.875000 Penalty: 2655.859131
	Iteration 29Q: 3 clusters Score -727225.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -727231.125000 Penalty: 2655.859131
	Iteration 30Q: 3 clusters Score -727231.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -727233.000000 Penalty: 2655.859131
	Iteration 31Q: 3 clusters Score -727233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -727233.000000 Penalty: 2655.859131
	Iteration 32F: 3 clusters Score -727233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (20899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Entering Unmasked Estep 
Score: -2137393.000000 Penalty: 1480.181519
	Iteration 0F: 2 clusters Score -2137393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -2123726.250000 Penalty: 2960.363037
	Iteration 0F: 3 clusters Score -2123726 nChanged 9234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -2128856.000000 Penalty: 2960.363037
	Iteration 1F: 3 clusters Score -2128856 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -2129354.000000 Penalty: 2960.363037
	Iteration 2F: 3 clusters Score -2129354 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -2129794.500000 Penalty: 2960.363037
	Iteration 3F: 3 clusters Score -2129794 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -2130191.500000 Penalty: 2960.363037
	Iteration 4Q: 3 clusters Score -2130192 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -2130596.750000 Penalty: 2960.363037
	Iteration 5Q: 3 clusters Score -2130597 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -2130996.750000 Penalty: 2960.363037
	Iteration 6Q: 3 clusters Score -2130997 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -2131422.000000 Penalty: 2960.363037
	Iteration 7Q: 3 clusters Score -2131422 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -2131824.500000 Penalty: 2960.363037
	Iteration 8Q: 3 clusters Score -2131824 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -2132237.500000 Penalty: 2960.363037
	Iteration 9Q: 3 clusters Score -2132238 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -2132604.000000 Penalty: 2960.363037
	Iteration 10Q: 3 clusters Score -2132604 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -2132977.750000 Penalty: 2960.363037
	Iteration 11Q: 3 clusters Score -2132978 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -2133341.500000 Penalty: 2960.363037
	Iteration 12Q: 3 clusters Score -2133342 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -2133676.750000 Penalty: 2960.363037
	Iteration 13Q: 3 clusters Score -2133677 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -2133960.000000 Penalty: 2960.363037
	Iteration 14Q: 3 clusters Score -2133960 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -2134174.500000 Penalty: 2960.363037
	Iteration 15Q: 3 clusters Score -2134174 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -2134338.500000 Penalty: 2960.363037
	Iteration 16Q: 3 clusters Score -2134338 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -2134470.250000 Penalty: 2960.363037
	Iteration 17Q: 3 clusters Score -2134470 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -2134562.500000 Penalty: 2960.363037
	Iteration 18Q: 3 clusters Score -2134562 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -2134669.500000 Penalty: 2960.363037
	Iteration 19Q: 3 clusters Score -2134670 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -2134761.250000 Penalty: 2960.363037
	Iteration 20F: 3 clusters Score -2134761 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -2134844.750000 Penalty: 2960.363037
	Iteration 21Q: 3 clusters Score -2134845 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -2134901.750000 Penalty: 2960.363037
	Iteration 22Q: 3 clusters Score -2134902 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -2134940.250000 Penalty: 2960.363037
	Iteration 23Q: 3 clusters Score -2134940 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -2135002.000000 Penalty: 2960.363037
	Iteration 24Q: 3 clusters Score -2135002 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -2135067.500000 Penalty: 2960.363037
	Iteration 25Q: 3 clusters Score -2135068 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -2135127.500000 Penalty: 2960.363037
	Iteration 26Q: 3 clusters Score -2135128 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -2135194.750000 Penalty: 2960.363037
	Iteration 27Q: 3 clusters Score -2135195 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -2135260.750000 Penalty: 2960.363037
	Iteration 28Q: 3 clusters Score -2135261 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -2135328.750000 Penalty: 2960.363037
	Iteration 29Q: 3 clusters Score -2135329 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -2135376.500000 Penalty: 2960.363037
	Iteration 30Q: 3 clusters Score -2135376 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -2135419.500000 Penalty: 2960.363037
	Iteration 31Q: 3 clusters Score -2135420 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -2135469.500000 Penalty: 2960.363037
	Iteration 32Q: 3 clusters Score -2135470 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -2135508.500000 Penalty: 2960.363037
	Iteration 33Q: 3 clusters Score -2135508 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -2135552.500000 Penalty: 2960.363037
	Iteration 34Q: 3 clusters Score -2135552 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -2135609.500000 Penalty: 2960.363037
	Iteration 35Q: 3 clusters Score -2135610 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -2135654.500000 Penalty: 2960.363037
	Iteration 36Q: 3 clusters Score -2135654 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -2135694.500000 Penalty: 2960.363037
	Iteration 37Q: 3 clusters Score -2135694 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2135723.750000 Penalty: 2960.363037
	Iteration 38Q: 3 clusters Score -2135724 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -2135756.000000 Penalty: 2960.363037
	Iteration 39Q: 3 clusters Score -2135756 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2135790.500000 Penalty: 2960.363037
	Iteration 40F: 3 clusters Score -2135790 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2135818.500000 Penalty: 2960.363037
	Iteration 41Q: 3 clusters Score -2135818 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2135840.000000 Penalty: 2960.363037
	Iteration 42Q: 3 clusters Score -2135840 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -2135872.750000 Penalty: 2960.363037
	Iteration 43Q: 3 clusters Score -2135873 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2135892.500000 Penalty: 2960.363037
	Iteration 44Q: 3 clusters Score -2135892 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2135919.250000 Penalty: 2960.363037
	Iteration 45Q: 3 clusters Score -2135919 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2135942.750000 Penalty: 2960.363037
	Iteration 46Q: 3 clusters Score -2135943 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2135966.750000 Penalty: 2960.363037
	Iteration 47Q: 3 clusters Score -2135967 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2135977.000000 Penalty: 2960.363037
	Iteration 48Q: 3 clusters Score -2135977 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2135983.500000 Penalty: 2960.363037
	Iteration 49Q: 3 clusters Score -2135984 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2135998.250000 Penalty: 2960.363037
	Iteration 50Q: 3 clusters Score -2135998 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2136007.250000 Penalty: 2960.363037
	Iteration 51Q: 3 clusters Score -2136007 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2136022.000000 Penalty: 2960.363037
	Iteration 52Q: 3 clusters Score -2136022 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2136030.000000 Penalty: 2960.363037
	Iteration 53Q: 3 clusters Score -2136030 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2136046.750000 Penalty: 2960.363037
	Iteration 54Q: 3 clusters Score -2136047 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2136064.750000 Penalty: 2960.363037
	Iteration 55Q: 3 clusters Score -2136065 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2136086.500000 Penalty: 2960.363037
	Iteration 56Q: 3 clusters Score -2136086 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2136111.500000 Penalty: 2960.363037
	Iteration 57Q: 3 clusters Score -2136112 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2136131.500000 Penalty: 2960.363037
	Iteration 58Q: 3 clusters Score -2136132 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2136149.250000 Penalty: 2960.363037
	Iteration 59Q: 3 clusters Score -2136149 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2136160.250000 Penalty: 2960.363037
	Iteration 60F: 3 clusters Score -2136160 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2136174.750000 Penalty: 2960.363037
	Iteration 61Q: 3 clusters Score -2136175 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2136188.500000 Penalty: 2960.363037
	Iteration 62Q: 3 clusters Score -2136188 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2136206.500000 Penalty: 2960.363037
	Iteration 63Q: 3 clusters Score -2136206 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2136223.500000 Penalty: 2960.363037
	Iteration 64Q: 3 clusters Score -2136224 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2136233.750000 Penalty: 2960.363037
	Iteration 65Q: 3 clusters Score -2136234 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2136241.750000 Penalty: 2960.363037
	Iteration 66Q: 3 clusters Score -2136242 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2136249.000000 Penalty: 2960.363037
	Iteration 67Q: 3 clusters Score -2136249 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2136252.750000 Penalty: 2960.363037
	Iteration 68Q: 3 clusters Score -2136253 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2136256.750000 Penalty: 2960.363037
	Iteration 69Q: 3 clusters Score -2136257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2136260.750000 Penalty: 2960.363037
	Iteration 70Q: 3 clusters Score -2136261 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2136260.000000 Penalty: 2960.363037
	Iteration 71Q: 3 clusters Score -2136260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2136267.000000 Penalty: 2960.363037
	Iteration 72Q: 3 clusters Score -2136267 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2136276.500000 Penalty: 2960.363037
	Iteration 73Q: 3 clusters Score -2136276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2136284.250000 Penalty: 2960.363037
	Iteration 74Q: 3 clusters Score -2136284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2136287.750000 Penalty: 2960.363037
	Iteration 75Q: 3 clusters Score -2136288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2136293.000000 Penalty: 2960.363037
	Iteration 76Q: 3 clusters Score -2136293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2136295.750000 Penalty: 2960.363037
	Iteration 77Q: 3 clusters Score -2136296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2136300.000000 Penalty: 2960.363037
	Iteration 78Q: 3 clusters Score -2136300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2136303.250000 Penalty: 2960.363037
	Iteration 79Q: 3 clusters Score -2136303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2136305.500000 Penalty: 2960.363037
	Iteration 80F: 3 clusters Score -2136306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2136303.250000 Penalty: 2960.363037
	Iteration 81Q: 3 clusters Score -2136303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2136306.500000 Penalty: 2960.363037
	Iteration 82Q: 3 clusters Score -2136306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2136310.750000 Penalty: 2960.363037
	Iteration 83Q: 3 clusters Score -2136311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2136313.000000 Penalty: 2960.363037
	Iteration 84Q: 3 clusters Score -2136313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2136319.750000 Penalty: 2960.363037
	Iteration 85Q: 3 clusters Score -2136320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2136323.750000 Penalty: 2960.363037
	Iteration 86Q: 3 clusters Score -2136324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2136327.750000 Penalty: 2960.363037
	Iteration 87Q: 3 clusters Score -2136328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2136330.500000 Penalty: 2960.363037
	Iteration 88Q: 3 clusters Score -2136330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2136332.000000 Penalty: 2960.363037
	Iteration 89Q: 3 clusters Score -2136332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2136331.000000 Penalty: 2960.363037
	Iteration 90Q: 3 clusters Score -2136331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2136334.250000 Penalty: 2960.363037
	Iteration 91Q: 3 clusters Score -2136334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2136334.250000 Penalty: 2960.363037
	Iteration 92Q: 3 clusters Score -2136334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2136336.000000 Penalty: 2960.363037
	Iteration 93Q: 3 clusters Score -2136336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2136337.000000 Penalty: 2960.363037
	Iteration 94Q: 3 clusters Score -2136337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2136336.000000 Penalty: 2960.363037
	Iteration 95Q: 3 clusters Score -2136336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2136336.000000 Penalty: 2960.363037
	Iteration 96F: 3 clusters Score -2136336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Entering Unmasked Estep 
Score: -981636.062500 Penalty: 1366.441162
	Iteration 0F: 2 clusters Score -981636.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -975065.437500 Penalty: 2732.882324
	Iteration 0F: 3 clusters Score -975065.4 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -977256.000000 Penalty: 2732.882324
	Iteration 1F: 3 clusters Score -977256 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -977629.562500 Penalty: 2732.882324
	Iteration 2F: 3 clusters Score -977629.6 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -977992.500000 Penalty: 2732.882324
	Iteration 3F: 3 clusters Score -977992.5 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -978338.125000 Penalty: 2732.882324
	Iteration 4F: 3 clusters Score -978338.1 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -978723.500000 Penalty: 2732.882324
	Iteration 5F: 3 clusters Score -978723.5 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -979108.187500 Penalty: 2732.882324
	Iteration 6F: 3 clusters Score -979108.2 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -979452.062500 Penalty: 2732.882324
	Iteration 7F: 3 clusters Score -979452.1 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -979781.375000 Penalty: 2732.882324
	Iteration 8Q: 3 clusters Score -979781.4 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -980155.000000 Penalty: 2732.882324
	Iteration 9Q: 3 clusters Score -980155 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -980538.937500 Penalty: 2732.882324
	Iteration 10Q: 3 clusters Score -980538.9 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -980894.875000 Penalty: 2732.882324
	Iteration 11Q: 3 clusters Score -980894.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -981191.687500 Penalty: 2732.882324
	Iteration 12Q: 3 clusters Score -981191.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -981414.312500 Penalty: 2732.882324
	Iteration 13Q: 3 clusters Score -981414.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -981528.625000 Penalty: 2732.882324
	Iteration 14Q: 3 clusters Score -981528.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -981589.250000 Penalty: 2732.882324
	Iteration 15Q: 3 clusters Score -981589.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -981614.812500 Penalty: 2732.882324
	Iteration 16Q: 3 clusters Score -981614.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -981624.937500 Penalty: 2732.882324
	Iteration 17Q: 3 clusters Score -981624.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -981627.625000 Penalty: 2732.882324
	Iteration 18Q: 3 clusters Score -981627.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -981633.750000 Penalty: 2732.882324
	Iteration 19Q: 3 clusters Score -981633.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -981638.062500 Penalty: 2732.882324
	Iteration 20F: 3 clusters Score -981638.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -981637.687500 Penalty: 2732.882324
	Iteration 21Q: 3 clusters Score -981637.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -981641.437500 Penalty: 2732.882324
	Iteration 22Q: 3 clusters Score -981641.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -981643.250000 Penalty: 2732.882324
	Iteration 23Q: 3 clusters Score -981643.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -981643.562500 Penalty: 2732.882324
	Iteration 24Q: 3 clusters Score -981643.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -981646.062500 Penalty: 2732.882324
	Iteration 25Q: 3 clusters Score -981646.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -981644.437500 Penalty: 2732.882324
	Iteration 26Q: 3 clusters Score -981644.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -981645.000000 Penalty: 2732.882324
	Iteration 27Q: 3 clusters Score -981645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -981644.812500 Penalty: 2732.882324
	Iteration 28Q: 3 clusters Score -981644.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -981644.812500 Penalty: 2732.882324
	Iteration 29F: 3 clusters Score -981644.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64632 members 
Mstep: Class 2 contains 10337 members 
Mstep: Class 3 contains 16092 members 
Mstep: Class 4 contains 21929 members 
Mstep: Class 5 contains 8932 members 
Mstep: Class 6 contains 1215 members 
Mstep: Class 7 contains 37834 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11578 members 
Mstep: Class 10 contains 48805 members 
Mstep: Class 11 contains 39874 members 
Mstep: Class 12 contains 29353 members 
Mstep: Class 13 contains 13269 members 
Mstep: Class 14 contains 1621 members 
Mstep: Class 15 contains 12298 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2783 members 
Mstep: Class 18 contains 2179 members 
Mstep: Class 19 contains 34322 members 
Mstep: Class 20 contains 10072 members 
Mstep: Class 21 contains 2591 members 
Mstep: Class 22 contains 7667 members 
Mstep: Class 23 contains 4749 members 
Mstep: Class 24 contains 4385 members 
Mstep: Class 25 contains 15473 members 
Mstep: Class 26 contains 16181 members 
Mstep: Class 27 contains 7512 members 
Mstep: Class 28 contains 20899 members 
Mstep: Class 29 contains 3945 members 
Mstep: Class 30 contains 22430 members 
Mstep: Class 31 contains 14845 members 
Mstep: Class 32 contains 10266 members 
Mstep: Class 33 contains 3872 members 
Mstep: Class 34 contains 51959 members 
Mstep: Class 35 contains 200640 members 
Mstep: Class 36 contains 2759 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8108 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 36347 members 
Mstep: Class 42 contains 1931 members 
Mstep: Class 43 contains 17735 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6348 members 
Mstep: Class 46 contains 1427 members 
Mstep: Class 47 contains 7997 members 
Mstep: Class 48 contains 19995 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 6194 members 
Mstep: Class 51 contains 5786 members 
Entering Unmasked Estep 
Score: -88139520.000000 Penalty: 104041.984375
Splitting cluster 29 changes total score from -88140168.000000 to -88139520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (22430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22430 members 
Entering Unmasked Estep 
Score: -2272054.000000 Penalty: 1490.701416
	Iteration 0F: 2 clusters Score -2272054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -2257350.500000 Penalty: 2981.402832
	Iteration 0F: 3 clusters Score -2257350 nChanged 9966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -2262789.000000 Penalty: 2981.402832
	Iteration 1F: 3 clusters Score -2262789 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -2263294.000000 Penalty: 2981.402832
	Iteration 2F: 3 clusters Score -2263294 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -2263807.500000 Penalty: 2981.402832
	Iteration 3F: 3 clusters Score -2263808 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -2264427.500000 Penalty: 2981.402832
	Iteration 4F: 3 clusters Score -2264428 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -2265199.750000 Penalty: 2981.402832
	Iteration 5F: 3 clusters Score -2265200 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -2266155.750000 Penalty: 2981.402832
	Iteration 6F: 3 clusters Score -2266156 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -2267243.000000 Penalty: 2981.402832
	Iteration 7F: 3 clusters Score -2267243 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -2268412.500000 Penalty: 2981.402832
	Iteration 8F: 3 clusters Score -2268412 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -2269392.250000 Penalty: 2981.402832
	Iteration 9Q: 3 clusters Score -2269392 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -2270095.250000 Penalty: 2981.402832
	Iteration 10Q: 3 clusters Score -2270095 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -2270496.000000 Penalty: 2981.402832
	Iteration 11Q: 3 clusters Score -2270496 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -2270744.000000 Penalty: 2981.402832
	Iteration 12Q: 3 clusters Score -2270744 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -2270886.250000 Penalty: 2981.402832
	Iteration 13Q: 3 clusters Score -2270886 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -2270956.750000 Penalty: 2981.402832
	Iteration 14Q: 3 clusters Score -2270957 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -2270985.750000 Penalty: 2981.402832
	Iteration 15Q: 3 clusters Score -2270986 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -2271004.000000 Penalty: 2981.402832
	Iteration 16Q: 3 clusters Score -2271004 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -2271024.750000 Penalty: 2981.402832
	Iteration 17Q: 3 clusters Score -2271025 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -2271033.750000 Penalty: 2981.402832
	Iteration 18Q: 3 clusters Score -2271034 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -2271053.750000 Penalty: 2981.402832
	Iteration 19Q: 3 clusters Score -2271054 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -2271062.250000 Penalty: 2981.402832
	Iteration 20F: 3 clusters Score -2271062 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -2271068.500000 Penalty: 2981.402832
	Iteration 21Q: 3 clusters Score -2271068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -2271070.250000 Penalty: 2981.402832
	Iteration 22Q: 3 clusters Score -2271070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -2271079.250000 Penalty: 2981.402832
	Iteration 23Q: 3 clusters Score -2271079 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -2271080.250000 Penalty: 2981.402832
	Iteration 24Q: 3 clusters Score -2271080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -2271083.250000 Penalty: 2981.402832
	Iteration 25Q: 3 clusters Score -2271083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -2271083.250000 Penalty: 2981.402832
	Iteration 26F: 3 clusters Score -2271083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (14845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Entering Unmasked Estep 
Score: -1541639.125000 Penalty: 1429.286255
	Iteration 0F: 2 clusters Score -1541639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1531803.500000 Penalty: 2858.572510
	Iteration 0F: 3 clusters Score -1531804 nChanged 6298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1535159.250000 Penalty: 2858.572510
	Iteration 1F: 3 clusters Score -1535159 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1535596.375000 Penalty: 2858.572510
	Iteration 2F: 3 clusters Score -1535596 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1536066.250000 Penalty: 2858.572510
	Iteration 3F: 3 clusters Score -1536066 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1536648.875000 Penalty: 2858.572510
	Iteration 4F: 3 clusters Score -1536649 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1537320.250000 Penalty: 2858.572510
	Iteration 5F: 3 clusters Score -1537320 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1537967.375000 Penalty: 2858.572510
	Iteration 6F: 3 clusters Score -1537967 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1538602.000000 Penalty: 2858.572510
	Iteration 7F: 3 clusters Score -1538602 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1539160.125000 Penalty: 2858.572510
	Iteration 8F: 3 clusters Score -1539160 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1539562.375000 Penalty: 2858.572510
	Iteration 9Q: 3 clusters Score -1539562 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1539858.250000 Penalty: 2858.572510
	Iteration 10Q: 3 clusters Score -1539858 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1540072.875000 Penalty: 2858.572510
	Iteration 11Q: 3 clusters Score -1540073 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1540181.125000 Penalty: 2858.572510
	Iteration 12Q: 3 clusters Score -1540181 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1540250.250000 Penalty: 2858.572510
	Iteration 13Q: 3 clusters Score -1540250 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1540311.625000 Penalty: 2858.572510
	Iteration 14Q: 3 clusters Score -1540312 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1540360.375000 Penalty: 2858.572510
	Iteration 15Q: 3 clusters Score -1540360 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1540396.250000 Penalty: 2858.572510
	Iteration 16Q: 3 clusters Score -1540396 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1540410.000000 Penalty: 2858.572510
	Iteration 17Q: 3 clusters Score -1540410 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1540417.250000 Penalty: 2858.572510
	Iteration 18Q: 3 clusters Score -1540417 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1540427.750000 Penalty: 2858.572510
	Iteration 19Q: 3 clusters Score -1540428 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1540430.750000 Penalty: 2858.572510
	Iteration 20F: 3 clusters Score -1540431 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1540435.375000 Penalty: 2858.572510
	Iteration 21Q: 3 clusters Score -1540435 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1540436.750000 Penalty: 2858.572510
	Iteration 22Q: 3 clusters Score -1540437 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1540439.750000 Penalty: 2858.572510
	Iteration 23Q: 3 clusters Score -1540440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1540445.625000 Penalty: 2858.572510
	Iteration 24Q: 3 clusters Score -1540446 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1540450.750000 Penalty: 2858.572510
	Iteration 25Q: 3 clusters Score -1540451 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1540451.250000 Penalty: 2858.572510
	Iteration 26Q: 3 clusters Score -1540451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1540453.875000 Penalty: 2858.572510
	Iteration 27Q: 3 clusters Score -1540454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1540454.750000 Penalty: 2858.572510
	Iteration 28Q: 3 clusters Score -1540455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1540459.750000 Penalty: 2858.572510
	Iteration 29Q: 3 clusters Score -1540460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1540459.750000 Penalty: 2858.572510
	Iteration 30F: 3 clusters Score -1540460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Entering Unmasked Estep 
Score: -994625.812500 Penalty: 1374.404907
	Iteration 0F: 2 clusters Score -994625.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -987760.250000 Penalty: 2748.809814
	Iteration 0F: 3 clusters Score -987760.2 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -990000.187500 Penalty: 2748.809814
	Iteration 1F: 3 clusters Score -990000.2 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -990350.562500 Penalty: 2748.809814
	Iteration 2F: 3 clusters Score -990350.6 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -990671.062500 Penalty: 2748.809814
	Iteration 3F: 3 clusters Score -990671.1 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -990939.812500 Penalty: 2748.809814
	Iteration 4F: 3 clusters Score -990939.8 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -991169.562500 Penalty: 2748.809814
	Iteration 5Q: 3 clusters Score -991169.6 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -991394.375000 Penalty: 2748.809814
	Iteration 6Q: 3 clusters Score -991394.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -991617.250000 Penalty: 2748.809814
	Iteration 7Q: 3 clusters Score -991617.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -991827.187500 Penalty: 2748.809814
	Iteration 8Q: 3 clusters Score -991827.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -992028.625000 Penalty: 2748.809814
	Iteration 9Q: 3 clusters Score -992028.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -992241.937500 Penalty: 2748.809814
	Iteration 10Q: 3 clusters Score -992241.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -992453.187500 Penalty: 2748.809814
	Iteration 11Q: 3 clusters Score -992453.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -992679.625000 Penalty: 2748.809814
	Iteration 12Q: 3 clusters Score -992679.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -992866.625000 Penalty: 2748.809814
	Iteration 13Q: 3 clusters Score -992866.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -993016.375000 Penalty: 2748.809814
	Iteration 14Q: 3 clusters Score -993016.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -993140.750000 Penalty: 2748.809814
	Iteration 15Q: 3 clusters Score -993140.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -993257.187500 Penalty: 2748.809814
	Iteration 16Q: 3 clusters Score -993257.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -993362.750000 Penalty: 2748.809814
	Iteration 17Q: 3 clusters Score -993362.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -993453.000000 Penalty: 2748.809814
	Iteration 18Q: 3 clusters Score -993453 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -993520.562500 Penalty: 2748.809814
	Iteration 19Q: 3 clusters Score -993520.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -993565.750000 Penalty: 2748.809814
	Iteration 20F: 3 clusters Score -993565.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -993603.687500 Penalty: 2748.809814
	Iteration 21Q: 3 clusters Score -993603.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -993632.187500 Penalty: 2748.809814
	Iteration 22Q: 3 clusters Score -993632.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -993654.687500 Penalty: 2748.809814
	Iteration 23Q: 3 clusters Score -993654.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -993666.312500 Penalty: 2748.809814
	Iteration 24Q: 3 clusters Score -993666.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -993673.187500 Penalty: 2748.809814
	Iteration 25Q: 3 clusters Score -993673.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -993677.562500 Penalty: 2748.809814
	Iteration 26Q: 3 clusters Score -993677.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -993683.187500 Penalty: 2748.809814
	Iteration 27Q: 3 clusters Score -993683.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -993688.125000 Penalty: 2748.809814
	Iteration 28Q: 3 clusters Score -993688.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -993691.562500 Penalty: 2748.809814
	Iteration 29Q: 3 clusters Score -993691.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -993696.875000 Penalty: 2748.809814
	Iteration 30Q: 3 clusters Score -993696.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -993704.250000 Penalty: 2748.809814
	Iteration 31Q: 3 clusters Score -993704.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -993706.687500 Penalty: 2748.809814
	Iteration 32Q: 3 clusters Score -993706.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -993709.937500 Penalty: 2748.809814
	Iteration 33Q: 3 clusters Score -993709.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -993717.000000 Penalty: 2748.809814
	Iteration 34Q: 3 clusters Score -993717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -993722.187500 Penalty: 2748.809814
	Iteration 35Q: 3 clusters Score -993722.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -993723.750000 Penalty: 2748.809814
	Iteration 36Q: 3 clusters Score -993723.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -993727.812500 Penalty: 2748.809814
	Iteration 37Q: 3 clusters Score -993727.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -993730.750000 Penalty: 2748.809814
	Iteration 38Q: 3 clusters Score -993730.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -993731.625000 Penalty: 2748.809814
	Iteration 39Q: 3 clusters Score -993731.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -993733.437500 Penalty: 2748.809814
	Iteration 40F: 3 clusters Score -993733.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -993734.687500 Penalty: 2748.809814
	Iteration 41Q: 3 clusters Score -993734.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -993733.000000 Penalty: 2748.809814
	Iteration 42Q: 3 clusters Score -993733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -993738.937500 Penalty: 2748.809814
	Iteration 43Q: 3 clusters Score -993738.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -993744.937500 Penalty: 2748.809814
	Iteration 44Q: 3 clusters Score -993744.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -993746.687500 Penalty: 2748.809814
	Iteration 45Q: 3 clusters Score -993746.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -993748.000000 Penalty: 2748.809814
	Iteration 46Q: 3 clusters Score -993748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -993749.500000 Penalty: 2748.809814
	Iteration 47Q: 3 clusters Score -993749.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -993751.750000 Penalty: 2748.809814
	Iteration 48Q: 3 clusters Score -993751.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -993753.750000 Penalty: 2748.809814
	Iteration 49Q: 3 clusters Score -993753.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -993753.937500 Penalty: 2748.809814
	Iteration 50Q: 3 clusters Score -993753.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -993753.937500 Penalty: 2748.809814
	Iteration 51F: 3 clusters Score -993753.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Entering Unmasked Estep 
Score: -369684.437500 Penalty: 1229.315063
	Iteration 0F: 2 clusters Score -369684.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -366634.437500 Penalty: 2458.630127
	Iteration 0F: 3 clusters Score -366634.4 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -367542.968750 Penalty: 2458.630127
	Iteration 1F: 3 clusters Score -367543 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -367731.375000 Penalty: 2458.630127
	Iteration 2F: 3 clusters Score -367731.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -367877.375000 Penalty: 2458.630127
	Iteration 3F: 3 clusters Score -367877.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -367976.781250 Penalty: 2458.630127
	Iteration 4Q: 3 clusters Score -367976.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -368068.093750 Penalty: 2458.630127
	Iteration 5Q: 3 clusters Score -368068.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -368155.781250 Penalty: 2458.630127
	Iteration 6Q: 3 clusters Score -368155.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -368222.062500 Penalty: 2458.630127
	Iteration 7Q: 3 clusters Score -368222.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -368280.000000 Penalty: 2458.630127
	Iteration 8Q: 3 clusters Score -368280 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -368338.406250 Penalty: 2458.630127
	Iteration 9Q: 3 clusters Score -368338.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -368394.718750 Penalty: 2458.630127
	Iteration 10Q: 3 clusters Score -368394.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -368440.718750 Penalty: 2458.630127
	Iteration 11Q: 3 clusters Score -368440.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -368475.500000 Penalty: 2458.630127
	Iteration 12Q: 3 clusters Score -368475.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -368513.906250 Penalty: 2458.630127
	Iteration 13Q: 3 clusters Score -368513.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -368541.437500 Penalty: 2458.630127
	Iteration 14Q: 3 clusters Score -368541.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -368558.593750 Penalty: 2458.630127
	Iteration 15Q: 3 clusters Score -368558.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -368570.406250 Penalty: 2458.630127
	Iteration 16Q: 3 clusters Score -368570.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -368582.937500 Penalty: 2458.630127
	Iteration 17Q: 3 clusters Score -368582.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -368595.718750 Penalty: 2458.630127
	Iteration 18Q: 3 clusters Score -368595.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -368608.750000 Penalty: 2458.630127
	Iteration 19Q: 3 clusters Score -368608.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -368618.781250 Penalty: 2458.630127
	Iteration 20F: 3 clusters Score -368618.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -368626.187500 Penalty: 2458.630127
	Iteration 21Q: 3 clusters Score -368626.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -368631.718750 Penalty: 2458.630127
	Iteration 22Q: 3 clusters Score -368631.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -368635.625000 Penalty: 2458.630127
	Iteration 23Q: 3 clusters Score -368635.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -368637.093750 Penalty: 2458.630127
	Iteration 24Q: 3 clusters Score -368637.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -368638.093750 Penalty: 2458.630127
	Iteration 25Q: 3 clusters Score -368638.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -368640.500000 Penalty: 2458.630127
	Iteration 26Q: 3 clusters Score -368640.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -368643.031250 Penalty: 2458.630127
	Iteration 27Q: 3 clusters Score -368643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -368643.531250 Penalty: 2458.630127
	Iteration 28Q: 3 clusters Score -368643.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -368643.531250 Penalty: 2458.630127
	Iteration 29F: 3 clusters Score -368643.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (51959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51959 members 
Entering Unmasked Estep 
Score: -5200760.500000 Penalty: 1615.701782
	Iteration 0F: 2 clusters Score -5200760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25956 members 
Mstep: Class 2 contains 26003 members 
Entering Unmasked Estep 
Score: -5166906.500000 Penalty: 3231.403564
	Iteration 0F: 3 clusters Score -5166906 nChanged 23979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25305 members 
Mstep: Class 2 contains 26654 members 
Entering Unmasked Estep 
Score: -5180491.000000 Penalty: 3231.403564
	Iteration 1F: 3 clusters Score -5180491 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Mstep: Class 2 contains 27168 members 
Entering Unmasked Estep 
Score: -5181282.500000 Penalty: 3231.403564
	Iteration 2Q: 3 clusters Score -5181282 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 27929 members 
Entering Unmasked Estep 
Score: -5182218.000000 Penalty: 3231.403564
	Iteration 3Q: 3 clusters Score -5182218 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 28977 members 
Entering Unmasked Estep 
Score: -5183385.500000 Penalty: 3231.403564
	Iteration 4Q: 3 clusters Score -5183386 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 30321 members 
Entering Unmasked Estep 
Score: -5184916.500000 Penalty: 3231.403564
	Iteration 5F: 3 clusters Score -5184916 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 31998 members 
Entering Unmasked Estep 
Score: -5186891.500000 Penalty: 3231.403564
	Iteration 6F: 3 clusters Score -5186892 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 33765 members 
Entering Unmasked Estep 
Score: -5189068.500000 Penalty: 3231.403564
	Iteration 7F: 3 clusters Score -5189068 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 35484 members 
Entering Unmasked Estep 
Score: -5191159.000000 Penalty: 3231.403564
	Iteration 8F: 3 clusters Score -5191159 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 36982 members 
Entering Unmasked Estep 
Score: -5192929.500000 Penalty: 3231.403564
	Iteration 9F: 3 clusters Score -5192930 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 38223 members 
Entering Unmasked Estep 
Score: -5194117.000000 Penalty: 3231.403564
	Iteration 10Q: 3 clusters Score -5194117 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 39194 members 
Entering Unmasked Estep 
Score: -5194838.500000 Penalty: 3231.403564
	Iteration 11Q: 3 clusters Score -5194838 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 40098 members 
Entering Unmasked Estep 
Score: -5195331.500000 Penalty: 3231.403564
	Iteration 12Q: 3 clusters Score -5195332 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 40935 members 
Entering Unmasked Estep 
Score: -5195740.000000 Penalty: 3231.403564
	Iteration 13Q: 3 clusters Score -5195740 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 41705 members 
Entering Unmasked Estep 
Score: -5196029.000000 Penalty: 3231.403564
	Iteration 14Q: 3 clusters Score -5196029 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 42415 members 
Entering Unmasked Estep 
Score: -5196254.000000 Penalty: 3231.403564
	Iteration 15Q: 3 clusters Score -5196254 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 43086 members 
Entering Unmasked Estep 
Score: -5196516.000000 Penalty: 3231.403564
	Iteration 16Q: 3 clusters Score -5196516 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 43736 members 
Entering Unmasked Estep 
Score: -5196734.000000 Penalty: 3231.403564
	Iteration 17Q: 3 clusters Score -5196734 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 44392 members 
Entering Unmasked Estep 
Score: -5196963.000000 Penalty: 3231.403564
	Iteration 18Q: 3 clusters Score -5196963 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 45008 members 
Entering Unmasked Estep 
Score: -5197183.000000 Penalty: 3231.403564
	Iteration 19Q: 3 clusters Score -5197183 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 45586 members 
Entering Unmasked Estep 
Score: -5197393.500000 Penalty: 3231.403564
	Iteration 20F: 3 clusters Score -5197394 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 46142 members 
Entering Unmasked Estep 
Score: -5197634.000000 Penalty: 3231.403564
	Iteration 21Q: 3 clusters Score -5197634 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 46688 members 
Entering Unmasked Estep 
Score: -5197864.500000 Penalty: 3231.403564
	Iteration 22Q: 3 clusters Score -5197864 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 47171 members 
Entering Unmasked Estep 
Score: -5198082.000000 Penalty: 3231.403564
	Iteration 23Q: 3 clusters Score -5198082 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 47629 members 
Entering Unmasked Estep 
Score: -5198290.000000 Penalty: 3231.403564
	Iteration 24Q: 3 clusters Score -5198290 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 48040 members 
Entering Unmasked Estep 
Score: -5198463.500000 Penalty: 3231.403564
	Iteration 25Q: 3 clusters Score -5198464 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 48407 members 
Entering Unmasked Estep 
Score: -5198674.000000 Penalty: 3231.403564
	Iteration 26Q: 3 clusters Score -5198674 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 48744 members 
Entering Unmasked Estep 
Score: -5198841.000000 Penalty: 3231.403564
	Iteration 27Q: 3 clusters Score -5198841 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 49050 members 
Entering Unmasked Estep 
Score: -5198992.500000 Penalty: 3231.403564
	Iteration 28Q: 3 clusters Score -5198992 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 49300 members 
Entering Unmasked Estep 
Score: -5199111.000000 Penalty: 3231.403564
	Iteration 29Q: 3 clusters Score -5199111 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 49517 members 
Entering Unmasked Estep 
Score: -5199230.500000 Penalty: 3231.403564
	Iteration 30Q: 3 clusters Score -5199230 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 49700 members 
Entering Unmasked Estep 
Score: -5199323.500000 Penalty: 3231.403564
	Iteration 31Q: 3 clusters Score -5199324 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 49836 members 
Entering Unmasked Estep 
Score: -5199377.000000 Penalty: 3231.403564
	Iteration 32Q: 3 clusters Score -5199377 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 49950 members 
Entering Unmasked Estep 
Score: -5199443.500000 Penalty: 3231.403564
	Iteration 33Q: 3 clusters Score -5199444 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 50050 members 
Entering Unmasked Estep 
Score: -5199471.500000 Penalty: 3231.403564
	Iteration 34Q: 3 clusters Score -5199472 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 50118 members 
Entering Unmasked Estep 
Score: -5199475.000000 Penalty: 3231.403564
	Iteration 35Q: 3 clusters Score -5199475 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 50176 members 
Entering Unmasked Estep 
Score: -5199496.000000 Penalty: 3231.403564
	Iteration 36Q: 3 clusters Score -5199496 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 50225 members 
Entering Unmasked Estep 
Score: -5199519.000000 Penalty: 3231.403564
	Iteration 37Q: 3 clusters Score -5199519 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 50277 members 
Entering Unmasked Estep 
Score: -5199539.500000 Penalty: 3231.403564
	Iteration 38Q: 3 clusters Score -5199540 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 50316 members 
Entering Unmasked Estep 
Score: -5199558.000000 Penalty: 3231.403564
	Iteration 39Q: 3 clusters Score -5199558 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 50364 members 
Entering Unmasked Estep 
Score: -5199594.500000 Penalty: 3231.403564
	Iteration 40F: 3 clusters Score -5199594 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 50403 members 
Entering Unmasked Estep 
Score: -5199605.500000 Penalty: 3231.403564
	Iteration 41Q: 3 clusters Score -5199606 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 50441 members 
Entering Unmasked Estep 
Score: -5199612.000000 Penalty: 3231.403564
	Iteration 42Q: 3 clusters Score -5199612 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 50479 members 
Entering Unmasked Estep 
Score: -5199623.000000 Penalty: 3231.403564
	Iteration 43Q: 3 clusters Score -5199623 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 50506 members 
Entering Unmasked Estep 
Score: -5199638.500000 Penalty: 3231.403564
	Iteration 44Q: 3 clusters Score -5199638 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 50532 members 
Entering Unmasked Estep 
Score: -5199635.000000 Penalty: 3231.403564
	Iteration 45Q: 3 clusters Score -5199635 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 50554 members 
Entering Unmasked Estep 
Score: -5199633.500000 Penalty: 3231.403564
	Iteration 46Q: 3 clusters Score -5199634 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 50584 members 
Entering Unmasked Estep 
Score: -5199639.500000 Penalty: 3231.403564
	Iteration 47Q: 3 clusters Score -5199640 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 50606 members 
Entering Unmasked Estep 
Score: -5199650.500000 Penalty: 3231.403564
	Iteration 48Q: 3 clusters Score -5199650 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 50623 members 
Entering Unmasked Estep 
Score: -5199674.500000 Penalty: 3231.403564
	Iteration 49Q: 3 clusters Score -5199674 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 50645 members 
Entering Unmasked Estep 
Score: -5199691.000000 Penalty: 3231.403564
	Iteration 50Q: 3 clusters Score -5199691 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 50653 members 
Entering Unmasked Estep 
Score: -5199696.500000 Penalty: 3231.403564
	Iteration 51Q: 3 clusters Score -5199696 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 50669 members 
Entering Unmasked Estep 
Score: -5199697.500000 Penalty: 3231.403564
	Iteration 52Q: 3 clusters Score -5199698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 50680 members 
Entering Unmasked Estep 
Score: -5199692.500000 Penalty: 3231.403564
	Iteration 53Q: 3 clusters Score -5199692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 50688 members 
Entering Unmasked Estep 
Score: -5199699.500000 Penalty: 3231.403564
	Iteration 54Q: 3 clusters Score -5199700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 50693 members 
Entering Unmasked Estep 
Score: -5199697.000000 Penalty: 3231.403564
	Iteration 55Q: 3 clusters Score -5199697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 50696 members 
Entering Unmasked Estep 
Score: -5199696.500000 Penalty: 3231.403564
	Iteration 56Q: 3 clusters Score -5199696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 50701 members 
Entering Unmasked Estep 
Score: -5199695.000000 Penalty: 3231.403564
	Iteration 57Q: 3 clusters Score -5199695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 50704 members 
Entering Unmasked Estep 
Score: -5199699.000000 Penalty: 3231.403564
	Iteration 58Q: 3 clusters Score -5199699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 50706 members 
Entering Unmasked Estep 
Score: -5199702.500000 Penalty: 3231.403564
	Iteration 59Q: 3 clusters Score -5199702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 50710 members 
Entering Unmasked Estep 
Score: -5199700.000000 Penalty: 3231.403564
	Iteration 60F: 3 clusters Score -5199700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 50714 members 
Entering Unmasked Estep 
Score: -5199699.500000 Penalty: 3231.403564
	Iteration 61Q: 3 clusters Score -5199700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 50714 members 
Entering Unmasked Estep 
Score: -5199697.500000 Penalty: 3231.403564
	Iteration 62Q: 3 clusters Score -5199698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 50713 members 
Entering Unmasked Estep 
Score: -5199701.500000 Penalty: 3231.403564
	Iteration 63Q: 3 clusters Score -5199702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 50713 members 
Entering Unmasked Estep 
Score: -5199701.500000 Penalty: 3231.403564
	Iteration 64F: 3 clusters Score -5199702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (200640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200640 members 
Entering Unmasked Estep 
Score: -20139400.000000 Penalty: 1816.739014
	Iteration 0F: 2 clusters Score -2.01394e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100355 members 
Mstep: Class 2 contains 100285 members 
Entering Unmasked Estep 
Score: -20005568.000000 Penalty: 3633.478027
	Iteration 0F: 3 clusters Score -2.000557e+07 nChanged 96532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102159 members 
Mstep: Class 2 contains 98481 members 
Entering Unmasked Estep 
Score: -20063092.000000 Penalty: 3633.478027
	Iteration 1F: 3 clusters Score -2.006309e+07 nChanged 7482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103027 members 
Mstep: Class 2 contains 97613 members 
Entering Unmasked Estep 
Score: -20065492.000000 Penalty: 3633.478027
	Iteration 2Q: 3 clusters Score -2.006549e+07 nChanged 8385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104172 members 
Mstep: Class 2 contains 96468 members 
Entering Unmasked Estep 
Score: -20068730.000000 Penalty: 3633.478027
	Iteration 3Q: 3 clusters Score -2.006873e+07 nChanged 9450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105906 members 
Mstep: Class 2 contains 94734 members 
Entering Unmasked Estep 
Score: -20072770.000000 Penalty: 3633.478027
	Iteration 4Q: 3 clusters Score -2.007277e+07 nChanged 10731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108225 members 
Mstep: Class 2 contains 92415 members 
Entering Unmasked Estep 
Score: -20078294.000000 Penalty: 3633.478027
	Iteration 5F: 3 clusters Score -2.007829e+07 nChanged 11829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111158 members 
Mstep: Class 2 contains 89482 members 
Entering Unmasked Estep 
Score: -20085472.000000 Penalty: 3633.478027
	Iteration 6F: 3 clusters Score -2.008547e+07 nChanged 12291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114673 members 
Mstep: Class 2 contains 85967 members 
Entering Unmasked Estep 
Score: -20093468.000000 Penalty: 3633.478027
	Iteration 7F: 3 clusters Score -2.009347e+07 nChanged 11977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118320 members 
Mstep: Class 2 contains 82320 members 
Entering Unmasked Estep 
Score: -20101440.000000 Penalty: 3633.478027
	Iteration 8F: 3 clusters Score -2.010144e+07 nChanged 10467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121591 members 
Mstep: Class 2 contains 79049 members 
Entering Unmasked Estep 
Score: -20107678.000000 Penalty: 3633.478027
	Iteration 9F: 3 clusters Score -2.010768e+07 nChanged 8101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124524 members 
Mstep: Class 2 contains 76116 members 
Entering Unmasked Estep 
Score: -20111706.000000 Penalty: 3633.478027
	Iteration 10Q: 3 clusters Score -2.011171e+07 nChanged 5823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127327 members 
Mstep: Class 2 contains 73313 members 
Entering Unmasked Estep 
Score: -20113974.000000 Penalty: 3633.478027
	Iteration 11Q: 3 clusters Score -2.011397e+07 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130199 members 
Mstep: Class 2 contains 70441 members 
Entering Unmasked Estep 
Score: -20115746.000000 Penalty: 3633.478027
	Iteration 12Q: 3 clusters Score -2.011575e+07 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133192 members 
Mstep: Class 2 contains 67448 members 
Entering Unmasked Estep 
Score: -20117716.000000 Penalty: 3633.478027
	Iteration 13Q: 3 clusters Score -2.011772e+07 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136355 members 
Mstep: Class 2 contains 64285 members 
Entering Unmasked Estep 
Score: -20119566.000000 Penalty: 3633.478027
	Iteration 14Q: 3 clusters Score -2.011957e+07 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139572 members 
Mstep: Class 2 contains 61068 members 
Entering Unmasked Estep 
Score: -20121468.000000 Penalty: 3633.478027
	Iteration 15Q: 3 clusters Score -2.012147e+07 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142670 members 
Mstep: Class 2 contains 57970 members 
Entering Unmasked Estep 
Score: -20123426.000000 Penalty: 3633.478027
	Iteration 16Q: 3 clusters Score -2.012343e+07 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145629 members 
Mstep: Class 2 contains 55011 members 
Entering Unmasked Estep 
Score: -20124940.000000 Penalty: 3633.478027
	Iteration 17Q: 3 clusters Score -2.012494e+07 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148370 members 
Mstep: Class 2 contains 52270 members 
Entering Unmasked Estep 
Score: -20126200.000000 Penalty: 3633.478027
	Iteration 18Q: 3 clusters Score -2.01262e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150893 members 
Mstep: Class 2 contains 49747 members 
Entering Unmasked Estep 
Score: -20127058.000000 Penalty: 3633.478027
	Iteration 19Q: 3 clusters Score -2.012706e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153145 members 
Mstep: Class 2 contains 47495 members 
Entering Unmasked Estep 
Score: -20127900.000000 Penalty: 3633.478027
	Iteration 20F: 3 clusters Score -2.01279e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155227 members 
Mstep: Class 2 contains 45413 members 
Entering Unmasked Estep 
Score: -20128476.000000 Penalty: 3633.478027
	Iteration 21Q: 3 clusters Score -2.012848e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157199 members 
Mstep: Class 2 contains 43441 members 
Entering Unmasked Estep 
Score: -20129038.000000 Penalty: 3633.478027
	Iteration 22Q: 3 clusters Score -2.012904e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159087 members 
Mstep: Class 2 contains 41553 members 
Entering Unmasked Estep 
Score: -20129562.000000 Penalty: 3633.478027
	Iteration 23Q: 3 clusters Score -2.012956e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160890 members 
Mstep: Class 2 contains 39750 members 
Entering Unmasked Estep 
Score: -20129936.000000 Penalty: 3633.478027
	Iteration 24Q: 3 clusters Score -2.012994e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162585 members 
Mstep: Class 2 contains 38055 members 
Entering Unmasked Estep 
Score: -20130378.000000 Penalty: 3633.478027
	Iteration 25Q: 3 clusters Score -2.013038e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164236 members 
Mstep: Class 2 contains 36404 members 
Entering Unmasked Estep 
Score: -20130618.000000 Penalty: 3633.478027
	Iteration 26Q: 3 clusters Score -2.013062e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165846 members 
Mstep: Class 2 contains 34794 members 
Entering Unmasked Estep 
Score: -20130996.000000 Penalty: 3633.478027
	Iteration 27Q: 3 clusters Score -2.0131e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167448 members 
Mstep: Class 2 contains 33192 members 
Entering Unmasked Estep 
Score: -20131378.000000 Penalty: 3633.478027
	Iteration 28Q: 3 clusters Score -2.013138e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169028 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -20131660.000000 Penalty: 3633.478027
	Iteration 29Q: 3 clusters Score -2.013166e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170621 members 
Mstep: Class 2 contains 30019 members 
Entering Unmasked Estep 
Score: -20131926.000000 Penalty: 3633.478027
	Iteration 30Q: 3 clusters Score -2.013193e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172158 members 
Mstep: Class 2 contains 28482 members 
Entering Unmasked Estep 
Score: -20132168.000000 Penalty: 3633.478027
	Iteration 31Q: 3 clusters Score -2.013217e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173749 members 
Mstep: Class 2 contains 26891 members 
Entering Unmasked Estep 
Score: -20132416.000000 Penalty: 3633.478027
	Iteration 32Q: 3 clusters Score -2.013242e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175308 members 
Mstep: Class 2 contains 25332 members 
Entering Unmasked Estep 
Score: -20132712.000000 Penalty: 3633.478027
	Iteration 33Q: 3 clusters Score -2.013271e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176845 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -20133036.000000 Penalty: 3633.478027
	Iteration 34Q: 3 clusters Score -2.013304e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178345 members 
Mstep: Class 2 contains 22295 members 
Entering Unmasked Estep 
Score: -20133360.000000 Penalty: 3633.478027
	Iteration 35Q: 3 clusters Score -2.013336e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179810 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -20133724.000000 Penalty: 3633.478027
	Iteration 36Q: 3 clusters Score -2.013372e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181235 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -20134048.000000 Penalty: 3633.478027
	Iteration 37Q: 3 clusters Score -2.013405e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182577 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -20134416.000000 Penalty: 3633.478027
	Iteration 38Q: 3 clusters Score -2.013442e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183857 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -20134706.000000 Penalty: 3633.478027
	Iteration 39Q: 3 clusters Score -2.013471e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185109 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -20135068.000000 Penalty: 3633.478027
	Iteration 40F: 3 clusters Score -2.013507e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186360 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -20135390.000000 Penalty: 3633.478027
	Iteration 41Q: 3 clusters Score -2.013539e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187560 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -20135710.000000 Penalty: 3633.478027
	Iteration 42Q: 3 clusters Score -2.013571e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188666 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -20136024.000000 Penalty: 3633.478027
	Iteration 43Q: 3 clusters Score -2.013602e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189695 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -20136326.000000 Penalty: 3633.478027
	Iteration 44Q: 3 clusters Score -2.013633e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190598 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -20136622.000000 Penalty: 3633.478027
	Iteration 45Q: 3 clusters Score -2.013662e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191460 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -20136944.000000 Penalty: 3633.478027
	Iteration 46Q: 3 clusters Score -2.013694e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192264 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -20137208.000000 Penalty: 3633.478027
	Iteration 47Q: 3 clusters Score -2.013721e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192966 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -20137388.000000 Penalty: 3633.478027
	Iteration 48Q: 3 clusters Score -2.013739e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193574 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -20137522.000000 Penalty: 3633.478027
	Iteration 49Q: 3 clusters Score -2.013752e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194092 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -20137690.000000 Penalty: 3633.478027
	Iteration 50Q: 3 clusters Score -2.013769e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194552 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -20137852.000000 Penalty: 3633.478027
	Iteration 51Q: 3 clusters Score -2.013785e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194989 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -20137962.000000 Penalty: 3633.478027
	Iteration 52Q: 3 clusters Score -2.013796e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195397 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -20138122.000000 Penalty: 3633.478027
	Iteration 53Q: 3 clusters Score -2.013812e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195752 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -20138310.000000 Penalty: 3633.478027
	Iteration 54Q: 3 clusters Score -2.013831e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196103 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -20138382.000000 Penalty: 3633.478027
	Iteration 55Q: 3 clusters Score -2.013838e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196381 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -20138490.000000 Penalty: 3633.478027
	Iteration 56Q: 3 clusters Score -2.013849e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196608 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -20138538.000000 Penalty: 3633.478027
	Iteration 57Q: 3 clusters Score -2.013854e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196805 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -20138642.000000 Penalty: 3633.478027
	Iteration 58Q: 3 clusters Score -2.013864e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196961 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -20138718.000000 Penalty: 3633.478027
	Iteration 59Q: 3 clusters Score -2.013872e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197093 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -20138792.000000 Penalty: 3633.478027
	Iteration 60F: 3 clusters Score -2.013879e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197218 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -20138830.000000 Penalty: 3633.478027
	Iteration 61Q: 3 clusters Score -2.013883e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197320 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -20138870.000000 Penalty: 3633.478027
	Iteration 62Q: 3 clusters Score -2.013887e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197401 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -20138892.000000 Penalty: 3633.478027
	Iteration 63Q: 3 clusters Score -2.013889e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197457 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -20138908.000000 Penalty: 3633.478027
	Iteration 64Q: 3 clusters Score -2.013891e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197511 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -20138940.000000 Penalty: 3633.478027
	Iteration 65Q: 3 clusters Score -2.013894e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197546 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -20138946.000000 Penalty: 3633.478027
	Iteration 66Q: 3 clusters Score -2.013895e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197581 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -20138946.000000 Penalty: 3633.478027
	Iteration 67Q: 3 clusters Score -2.013895e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197625 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -20138966.000000 Penalty: 3633.478027
	Iteration 68Q: 3 clusters Score -2.013897e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197660 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -20138984.000000 Penalty: 3633.478027
	Iteration 69Q: 3 clusters Score -2.013898e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197682 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -20139014.000000 Penalty: 3633.478027
	Iteration 70Q: 3 clusters Score -2.013901e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197709 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -20139012.000000 Penalty: 3633.478027
	Iteration 71Q: 3 clusters Score -2.013901e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197726 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -20139028.000000 Penalty: 3633.478027
	Iteration 72Q: 3 clusters Score -2.013903e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197745 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -20139030.000000 Penalty: 3633.478027
	Iteration 73Q: 3 clusters Score -2.013903e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197758 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -20139034.000000 Penalty: 3633.478027
	Iteration 74Q: 3 clusters Score -2.013903e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197769 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -20139044.000000 Penalty: 3633.478027
	Iteration 75Q: 3 clusters Score -2.013904e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197779 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -20139034.000000 Penalty: 3633.478027
	Iteration 76Q: 3 clusters Score -2.013903e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197788 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -20139052.000000 Penalty: 3633.478027
	Iteration 77Q: 3 clusters Score -2.013905e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197800 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -20139052.000000 Penalty: 3633.478027
	Iteration 78Q: 3 clusters Score -2.013905e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197807 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -20139062.000000 Penalty: 3633.478027
	Iteration 79Q: 3 clusters Score -2.013906e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197812 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -20139060.000000 Penalty: 3633.478027
	Iteration 80F: 3 clusters Score -2.013906e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197817 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -20139056.000000 Penalty: 3633.478027
	Iteration 81Q: 3 clusters Score -2.013906e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197822 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -20139056.000000 Penalty: 3633.478027
	Iteration 82Q: 3 clusters Score -2.013906e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197828 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -20139052.000000 Penalty: 3633.478027
	Iteration 83Q: 3 clusters Score -2.013905e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197831 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -20139048.000000 Penalty: 3633.478027
	Iteration 84Q: 3 clusters Score -2.013905e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197835 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -20139052.000000 Penalty: 3633.478027
	Iteration 85Q: 3 clusters Score -2.013905e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197841 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -20139044.000000 Penalty: 3633.478027
	Iteration 86Q: 3 clusters Score -2.013904e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197856 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -20139056.000000 Penalty: 3633.478027
	Iteration 87Q: 3 clusters Score -2.013906e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197867 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -20139036.000000 Penalty: 3633.478027
	Iteration 88Q: 3 clusters Score -2.013904e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197874 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -20139036.000000 Penalty: 3633.478027
	Iteration 89Q: 3 clusters Score -2.013904e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197882 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -20139028.000000 Penalty: 3633.478027
	Iteration 90Q: 3 clusters Score -2.013903e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197895 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -20139024.000000 Penalty: 3633.478027
	Iteration 91Q: 3 clusters Score -2.013902e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197905 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -20139020.000000 Penalty: 3633.478027
	Iteration 92Q: 3 clusters Score -2.013902e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197909 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -20139016.000000 Penalty: 3633.478027
	Iteration 93Q: 3 clusters Score -2.013902e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197911 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -20139038.000000 Penalty: 3633.478027
	Iteration 94Q: 3 clusters Score -2.013904e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197917 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -20139032.000000 Penalty: 3633.478027
	Iteration 95Q: 3 clusters Score -2.013903e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197926 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -20139046.000000 Penalty: 3633.478027
	Iteration 96Q: 3 clusters Score -2.013905e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197935 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -20139050.000000 Penalty: 3633.478027
	Iteration 97Q: 3 clusters Score -2.013905e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197937 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -20139046.000000 Penalty: 3633.478027
	Iteration 98Q: 3 clusters Score -2.013905e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197940 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -20139046.000000 Penalty: 3633.478027
	Iteration 99Q: 3 clusters Score -2.013905e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197943 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -20139060.000000 Penalty: 3633.478027
	Iteration 100F: 3 clusters Score -2.013906e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197944 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -20139062.000000 Penalty: 3633.478027
	Iteration 101Q: 3 clusters Score -2.013906e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197946 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -20139058.000000 Penalty: 3633.478027
	Iteration 102Q: 3 clusters Score -2.013906e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197946 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -20139054.000000 Penalty: 3633.478027
	Iteration 103Q: 3 clusters Score -2.013905e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197946 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -20139056.000000 Penalty: 3633.478027
	Iteration 104Q: 3 clusters Score -2.013906e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197944 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -20139060.000000 Penalty: 3633.478027
	Iteration 105Q: 3 clusters Score -2.013906e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197947 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -20139048.000000 Penalty: 3633.478027
	Iteration 106Q: 3 clusters Score -2.013905e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197947 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -20139048.000000 Penalty: 3633.478027
	Iteration 107F: 3 clusters Score -2.013905e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Entering Unmasked Estep 
Score: -262958.156250 Penalty: 1178.886475
	Iteration 0F: 2 clusters Score -262958.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -260617.796875 Penalty: 2357.772949
	Iteration 0F: 3 clusters Score -260617.8 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -261219.578125 Penalty: 2357.772949
	Iteration 1F: 3 clusters Score -261219.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -261364.234375 Penalty: 2357.772949
	Iteration 2F: 3 clusters Score -261364.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -261455.953125 Penalty: 2357.772949
	Iteration 3Q: 3 clusters Score -261456 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -261531.250000 Penalty: 2357.772949
	Iteration 4Q: 3 clusters Score -261531.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -261585.421875 Penalty: 2357.772949
	Iteration 5Q: 3 clusters Score -261585.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -261620.953125 Penalty: 2357.772949
	Iteration 6Q: 3 clusters Score -261621 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -261650.250000 Penalty: 2357.772949
	Iteration 7Q: 3 clusters Score -261650.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -261673.562500 Penalty: 2357.772949
	Iteration 8Q: 3 clusters Score -261673.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -261696.921875 Penalty: 2357.772949
	Iteration 9Q: 3 clusters Score -261696.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -261720.515625 Penalty: 2357.772949
	Iteration 10Q: 3 clusters Score -261720.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -261745.281250 Penalty: 2357.772949
	Iteration 11Q: 3 clusters Score -261745.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -261766.250000 Penalty: 2357.772949
	Iteration 12Q: 3 clusters Score -261766.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -261784.406250 Penalty: 2357.772949
	Iteration 13Q: 3 clusters Score -261784.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -261795.843750 Penalty: 2357.772949
	Iteration 14Q: 3 clusters Score -261795.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -261804.656250 Penalty: 2357.772949
	Iteration 15Q: 3 clusters Score -261804.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -261813.203125 Penalty: 2357.772949
	Iteration 16Q: 3 clusters Score -261813.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -261823.734375 Penalty: 2357.772949
	Iteration 17Q: 3 clusters Score -261823.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -261835.906250 Penalty: 2357.772949
	Iteration 18Q: 3 clusters Score -261835.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -261847.921875 Penalty: 2357.772949
	Iteration 19Q: 3 clusters Score -261847.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -261859.578125 Penalty: 2357.772949
	Iteration 20F: 3 clusters Score -261859.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -261867.250000 Penalty: 2357.772949
	Iteration 21Q: 3 clusters Score -261867.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -261877.343750 Penalty: 2357.772949
	Iteration 22Q: 3 clusters Score -261877.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -261884.812500 Penalty: 2357.772949
	Iteration 23Q: 3 clusters Score -261884.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -261897.468750 Penalty: 2357.772949
	Iteration 24Q: 3 clusters Score -261897.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -261907.812500 Penalty: 2357.772949
	Iteration 25Q: 3 clusters Score -261907.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -261920.078125 Penalty: 2357.772949
	Iteration 26Q: 3 clusters Score -261920.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -261929.171875 Penalty: 2357.772949
	Iteration 27Q: 3 clusters Score -261929.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -261936.703125 Penalty: 2357.772949
	Iteration 28Q: 3 clusters Score -261936.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -261941.078125 Penalty: 2357.772949
	Iteration 29Q: 3 clusters Score -261941.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -261943.906250 Penalty: 2357.772949
	Iteration 30Q: 3 clusters Score -261943.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -261948.468750 Penalty: 2357.772949
	Iteration 31Q: 3 clusters Score -261948.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -261953.125000 Penalty: 2357.772949
	Iteration 32Q: 3 clusters Score -261953.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -261955.140625 Penalty: 2357.772949
	Iteration 33Q: 3 clusters Score -261955.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -261958.125000 Penalty: 2357.772949
	Iteration 34Q: 3 clusters Score -261958.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -261958.687500 Penalty: 2357.772949
	Iteration 35Q: 3 clusters Score -261958.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -261959.703125 Penalty: 2357.772949
	Iteration 36Q: 3 clusters Score -261959.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -261960.593750 Penalty: 2357.772949
	Iteration 37Q: 3 clusters Score -261960.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -261960.593750 Penalty: 2357.772949
	Iteration 38F: 3 clusters Score -261960.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (11068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Entering Unmasked Estep 
Score: -1158252.875000 Penalty: 1385.597900
	Iteration 0F: 2 clusters Score -1158253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1150789.875000 Penalty: 2771.195801
	Iteration 0F: 3 clusters Score -1150790 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1153248.625000 Penalty: 2771.195801
	Iteration 1F: 3 clusters Score -1153249 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1153680.750000 Penalty: 2771.195801
	Iteration 2F: 3 clusters Score -1153681 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1154103.500000 Penalty: 2771.195801
	Iteration 3F: 3 clusters Score -1154104 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1154530.250000 Penalty: 2771.195801
	Iteration 4F: 3 clusters Score -1154530 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1154953.875000 Penalty: 2771.195801
	Iteration 5F: 3 clusters Score -1154954 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1155340.250000 Penalty: 2771.195801
	Iteration 6F: 3 clusters Score -1155340 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1155723.625000 Penalty: 2771.195801
	Iteration 7F: 3 clusters Score -1155724 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1155994.750000 Penalty: 2771.195801
	Iteration 8Q: 3 clusters Score -1155995 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1156211.375000 Penalty: 2771.195801
	Iteration 9Q: 3 clusters Score -1156211 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1156375.875000 Penalty: 2771.195801
	Iteration 10Q: 3 clusters Score -1156376 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1156521.000000 Penalty: 2771.195801
	Iteration 11Q: 3 clusters Score -1156521 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1156638.000000 Penalty: 2771.195801
	Iteration 12Q: 3 clusters Score -1156638 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1156728.500000 Penalty: 2771.195801
	Iteration 13Q: 3 clusters Score -1156728 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1156802.125000 Penalty: 2771.195801
	Iteration 14Q: 3 clusters Score -1156802 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1156863.500000 Penalty: 2771.195801
	Iteration 15Q: 3 clusters Score -1156864 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1156906.625000 Penalty: 2771.195801
	Iteration 16Q: 3 clusters Score -1156907 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1156947.500000 Penalty: 2771.195801
	Iteration 17Q: 3 clusters Score -1156948 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1156975.250000 Penalty: 2771.195801
	Iteration 18Q: 3 clusters Score -1156975 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1157004.000000 Penalty: 2771.195801
	Iteration 19Q: 3 clusters Score -1157004 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1157028.500000 Penalty: 2771.195801
	Iteration 20F: 3 clusters Score -1157028 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1157055.625000 Penalty: 2771.195801
	Iteration 21Q: 3 clusters Score -1157056 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1157076.750000 Penalty: 2771.195801
	Iteration 22Q: 3 clusters Score -1157077 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1157092.750000 Penalty: 2771.195801
	Iteration 23Q: 3 clusters Score -1157093 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1157114.000000 Penalty: 2771.195801
	Iteration 24Q: 3 clusters Score -1157114 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1157132.500000 Penalty: 2771.195801
	Iteration 25Q: 3 clusters Score -1157132 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1157142.500000 Penalty: 2771.195801
	Iteration 26Q: 3 clusters Score -1157142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1157152.125000 Penalty: 2771.195801
	Iteration 27Q: 3 clusters Score -1157152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1157161.125000 Penalty: 2771.195801
	Iteration 28Q: 3 clusters Score -1157161 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1157170.500000 Penalty: 2771.195801
	Iteration 29Q: 3 clusters Score -1157170 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1157179.500000 Penalty: 2771.195801
	Iteration 30Q: 3 clusters Score -1157180 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1157189.500000 Penalty: 2771.195801
	Iteration 31Q: 3 clusters Score -1157190 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1157199.000000 Penalty: 2771.195801
	Iteration 32Q: 3 clusters Score -1157199 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1157210.625000 Penalty: 2771.195801
	Iteration 33Q: 3 clusters Score -1157211 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1157224.375000 Penalty: 2771.195801
	Iteration 34Q: 3 clusters Score -1157224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1157233.750000 Penalty: 2771.195801
	Iteration 35Q: 3 clusters Score -1157234 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1157240.375000 Penalty: 2771.195801
	Iteration 36Q: 3 clusters Score -1157240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1157248.750000 Penalty: 2771.195801
	Iteration 37Q: 3 clusters Score -1157249 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1157253.625000 Penalty: 2771.195801
	Iteration 38Q: 3 clusters Score -1157254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1157259.250000 Penalty: 2771.195801
	Iteration 39Q: 3 clusters Score -1157259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1157264.750000 Penalty: 2771.195801
	Iteration 40F: 3 clusters Score -1157265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1157266.375000 Penalty: 2771.195801
	Iteration 41Q: 3 clusters Score -1157266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1157266.000000 Penalty: 2771.195801
	Iteration 42Q: 3 clusters Score -1157266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1157266.000000 Penalty: 2771.195801
	Iteration 43F: 3 clusters Score -1157266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (8108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Entering Unmasked Estep 
Score: -840350.562500 Penalty: 1339.290283
	Iteration 0F: 2 clusters Score -840350.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -834686.562500 Penalty: 2678.580566
	Iteration 0F: 3 clusters Score -834686.6 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -836600.250000 Penalty: 2678.580566
	Iteration 1F: 3 clusters Score -836600.2 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -836908.375000 Penalty: 2678.580566
	Iteration 2F: 3 clusters Score -836908.4 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -837122.500000 Penalty: 2678.580566
	Iteration 3F: 3 clusters Score -837122.5 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -837261.375000 Penalty: 2678.580566
	Iteration 4Q: 3 clusters Score -837261.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -837371.812500 Penalty: 2678.580566
	Iteration 5Q: 3 clusters Score -837371.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -837467.875000 Penalty: 2678.580566
	Iteration 6Q: 3 clusters Score -837467.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -837571.437500 Penalty: 2678.580566
	Iteration 7Q: 3 clusters Score -837571.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -837679.625000 Penalty: 2678.580566
	Iteration 8Q: 3 clusters Score -837679.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -837775.937500 Penalty: 2678.580566
	Iteration 9Q: 3 clusters Score -837775.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -837872.875000 Penalty: 2678.580566
	Iteration 10Q: 3 clusters Score -837872.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -837965.062500 Penalty: 2678.580566
	Iteration 11Q: 3 clusters Score -837965.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -838060.125000 Penalty: 2678.580566
	Iteration 12Q: 3 clusters Score -838060.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -838149.687500 Penalty: 2678.580566
	Iteration 13Q: 3 clusters Score -838149.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -838228.000000 Penalty: 2678.580566
	Iteration 14Q: 3 clusters Score -838228 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -838319.687500 Penalty: 2678.580566
	Iteration 15Q: 3 clusters Score -838319.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -838433.500000 Penalty: 2678.580566
	Iteration 16Q: 3 clusters Score -838433.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -838569.937500 Penalty: 2678.580566
	Iteration 17Q: 3 clusters Score -838569.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -838695.562500 Penalty: 2678.580566
	Iteration 18Q: 3 clusters Score -838695.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -838817.687500 Penalty: 2678.580566
	Iteration 19Q: 3 clusters Score -838817.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -838900.312500 Penalty: 2678.580566
	Iteration 20F: 3 clusters Score -838900.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -838974.375000 Penalty: 2678.580566
	Iteration 21Q: 3 clusters Score -838974.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -839039.937500 Penalty: 2678.580566
	Iteration 22Q: 3 clusters Score -839039.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -839092.625000 Penalty: 2678.580566
	Iteration 23Q: 3 clusters Score -839092.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -839132.875000 Penalty: 2678.580566
	Iteration 24Q: 3 clusters Score -839132.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -839160.437500 Penalty: 2678.580566
	Iteration 25Q: 3 clusters Score -839160.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -839190.437500 Penalty: 2678.580566
	Iteration 26Q: 3 clusters Score -839190.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -839207.562500 Penalty: 2678.580566
	Iteration 27Q: 3 clusters Score -839207.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -839221.312500 Penalty: 2678.580566
	Iteration 28Q: 3 clusters Score -839221.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -839232.625000 Penalty: 2678.580566
	Iteration 29Q: 3 clusters Score -839232.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -839242.562500 Penalty: 2678.580566
	Iteration 30Q: 3 clusters Score -839242.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -839252.312500 Penalty: 2678.580566
	Iteration 31Q: 3 clusters Score -839252.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -839260.562500 Penalty: 2678.580566
	Iteration 32Q: 3 clusters Score -839260.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -839265.812500 Penalty: 2678.580566
	Iteration 33Q: 3 clusters Score -839265.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -839273.500000 Penalty: 2678.580566
	Iteration 34Q: 3 clusters Score -839273.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -839280.750000 Penalty: 2678.580566
	Iteration 35Q: 3 clusters Score -839280.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -839286.500000 Penalty: 2678.580566
	Iteration 36Q: 3 clusters Score -839286.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -839290.500000 Penalty: 2678.580566
	Iteration 37Q: 3 clusters Score -839290.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -839297.125000 Penalty: 2678.580566
	Iteration 38Q: 3 clusters Score -839297.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -839302.687500 Penalty: 2678.580566
	Iteration 39Q: 3 clusters Score -839302.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -839306.062500 Penalty: 2678.580566
	Iteration 40F: 3 clusters Score -839306.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -839308.500000 Penalty: 2678.580566
	Iteration 41Q: 3 clusters Score -839308.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -839312.375000 Penalty: 2678.580566
	Iteration 42Q: 3 clusters Score -839312.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -839314.375000 Penalty: 2678.580566
	Iteration 43Q: 3 clusters Score -839314.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -839318.187500 Penalty: 2678.580566
	Iteration 44Q: 3 clusters Score -839318.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -839318.687500 Penalty: 2678.580566
	Iteration 45Q: 3 clusters Score -839318.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -839321.875000 Penalty: 2678.580566
	Iteration 46Q: 3 clusters Score -839321.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -839322.125000 Penalty: 2678.580566
	Iteration 47Q: 3 clusters Score -839322.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -839324.187500 Penalty: 2678.580566
	Iteration 48Q: 3 clusters Score -839324.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -839326.562500 Penalty: 2678.580566
	Iteration 49Q: 3 clusters Score -839326.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -839327.875000 Penalty: 2678.580566
	Iteration 50Q: 3 clusters Score -839327.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -839328.937500 Penalty: 2678.580566
	Iteration 51Q: 3 clusters Score -839328.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -839328.937500 Penalty: 2678.580566
	Iteration 52Q: 3 clusters Score -839328.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -839330.312500 Penalty: 2678.580566
	Iteration 53Q: 3 clusters Score -839330.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -839333.625000 Penalty: 2678.580566
	Iteration 54Q: 3 clusters Score -839333.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -839333.000000 Penalty: 2678.580566
	Iteration 55Q: 3 clusters Score -839333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -839334.937500 Penalty: 2678.580566
	Iteration 56Q: 3 clusters Score -839334.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -839335.875000 Penalty: 2678.580566
	Iteration 57Q: 3 clusters Score -839335.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -839335.000000 Penalty: 2678.580566
	Iteration 58Q: 3 clusters Score -839335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -839335.937500 Penalty: 2678.580566
	Iteration 59Q: 3 clusters Score -839335.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -839336.875000 Penalty: 2678.580566
	Iteration 60F: 3 clusters Score -839336.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -839338.937500 Penalty: 2678.580566
	Iteration 61Q: 3 clusters Score -839338.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -839339.500000 Penalty: 2678.580566
	Iteration 62Q: 3 clusters Score -839339.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -839342.000000 Penalty: 2678.580566
	Iteration 63Q: 3 clusters Score -839342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -839346.062500 Penalty: 2678.580566
	Iteration 64Q: 3 clusters Score -839346.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -839350.750000 Penalty: 2678.580566
	Iteration 65Q: 3 clusters Score -839350.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -839356.062500 Penalty: 2678.580566
	Iteration 66Q: 3 clusters Score -839356.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -839358.625000 Penalty: 2678.580566
	Iteration 67Q: 3 clusters Score -839358.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -839361.312500 Penalty: 2678.580566
	Iteration 68Q: 3 clusters Score -839361.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -839361.687500 Penalty: 2678.580566
	Iteration 69Q: 3 clusters Score -839361.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -839364.937500 Penalty: 2678.580566
	Iteration 70Q: 3 clusters Score -839364.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -839364.875000 Penalty: 2678.580566
	Iteration 71Q: 3 clusters Score -839364.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -839366.187500 Penalty: 2678.580566
	Iteration 72Q: 3 clusters Score -839366.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -839367.187500 Penalty: 2678.580566
	Iteration 73Q: 3 clusters Score -839367.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -839367.812500 Penalty: 2678.580566
	Iteration 74Q: 3 clusters Score -839367.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -839372.312500 Penalty: 2678.580566
	Iteration 75Q: 3 clusters Score -839372.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -839374.062500 Penalty: 2678.580566
	Iteration 76Q: 3 clusters Score -839374.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -839375.062500 Penalty: 2678.580566
	Iteration 77Q: 3 clusters Score -839375.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -839374.812500 Penalty: 2678.580566
	Iteration 78Q: 3 clusters Score -839374.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -839375.000000 Penalty: 2678.580566
	Iteration 79Q: 3 clusters Score -839375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -839377.625000 Penalty: 2678.580566
	Iteration 80F: 3 clusters Score -839377.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -839379.812500 Penalty: 2678.580566
	Iteration 81Q: 3 clusters Score -839379.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -839380.500000 Penalty: 2678.580566
	Iteration 82Q: 3 clusters Score -839380.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -839384.062500 Penalty: 2678.580566
	Iteration 83Q: 3 clusters Score -839384.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -839383.937500 Penalty: 2678.580566
	Iteration 84Q: 3 clusters Score -839383.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -839385.187500 Penalty: 2678.580566
	Iteration 85Q: 3 clusters Score -839385.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -839385.375000 Penalty: 2678.580566
	Iteration 86Q: 3 clusters Score -839385.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -839386.500000 Penalty: 2678.580566
	Iteration 87Q: 3 clusters Score -839386.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -839389.312500 Penalty: 2678.580566
	Iteration 88Q: 3 clusters Score -839389.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -839391.062500 Penalty: 2678.580566
	Iteration 89Q: 3 clusters Score -839391.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -839391.062500 Penalty: 2678.580566
	Iteration 90F: 3 clusters Score -839391.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Entering Unmasked Estep 
Score: -222434.000000 Penalty: 1147.411865
	Iteration 0F: 2 clusters Score -222434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -220421.671875 Penalty: 2294.823730
	Iteration 0F: 3 clusters Score -220421.7 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -220928.296875 Penalty: 2294.823730
	Iteration 1F: 3 clusters Score -220928.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -221066.921875 Penalty: 2294.823730
	Iteration 2F: 3 clusters Score -221066.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -221125.937500 Penalty: 2294.823730
	Iteration 3Q: 3 clusters Score -221125.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -221164.640625 Penalty: 2294.823730
	Iteration 4Q: 3 clusters Score -221164.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -221195.828125 Penalty: 2294.823730
	Iteration 5Q: 3 clusters Score -221195.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -221218.687500 Penalty: 2294.823730
	Iteration 6Q: 3 clusters Score -221218.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -221235.187500 Penalty: 2294.823730
	Iteration 7Q: 3 clusters Score -221235.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -221255.421875 Penalty: 2294.823730
	Iteration 8Q: 3 clusters Score -221255.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -221270.640625 Penalty: 2294.823730
	Iteration 9Q: 3 clusters Score -221270.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -221276.875000 Penalty: 2294.823730
	Iteration 10Q: 3 clusters Score -221276.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -221284.593750 Penalty: 2294.823730
	Iteration 11Q: 3 clusters Score -221284.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -221297.046875 Penalty: 2294.823730
	Iteration 12Q: 3 clusters Score -221297 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -221306.531250 Penalty: 2294.823730
	Iteration 13Q: 3 clusters Score -221306.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -221317.046875 Penalty: 2294.823730
	Iteration 14Q: 3 clusters Score -221317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -221323.875000 Penalty: 2294.823730
	Iteration 15Q: 3 clusters Score -221323.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -221329.218750 Penalty: 2294.823730
	Iteration 16Q: 3 clusters Score -221329.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -221333.828125 Penalty: 2294.823730
	Iteration 17Q: 3 clusters Score -221333.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -221335.796875 Penalty: 2294.823730
	Iteration 18Q: 3 clusters Score -221335.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -221336.890625 Penalty: 2294.823730
	Iteration 19Q: 3 clusters Score -221336.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -221337.968750 Penalty: 2294.823730
	Iteration 20F: 3 clusters Score -221338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -221338.671875 Penalty: 2294.823730
	Iteration 21Q: 3 clusters Score -221338.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -221339.125000 Penalty: 2294.823730
	Iteration 22Q: 3 clusters Score -221339.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -221340.593750 Penalty: 2294.823730
	Iteration 23Q: 3 clusters Score -221340.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -221343.625000 Penalty: 2294.823730
	Iteration 24Q: 3 clusters Score -221343.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -221345.546875 Penalty: 2294.823730
	Iteration 25Q: 3 clusters Score -221345.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -221345.546875 Penalty: 2294.823730
	Iteration 26F: 3 clusters Score -221345.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Entering Unmasked Estep 
Score: -74616.539062 Penalty: 1015.466858
	Iteration 0F: 2 clusters Score -74616.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -73434.812500 Penalty: 2030.933716
	Iteration 0F: 3 clusters Score -73434.81 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -73764.296875 Penalty: 2030.933716
	Iteration 1F: 3 clusters Score -73764.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -73860.023438 Penalty: 2030.933716
	Iteration 2F: 3 clusters Score -73860.02 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -73898.140625 Penalty: 2030.933716
	Iteration 3Q: 3 clusters Score -73898.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -73915.695312 Penalty: 2030.933716
	Iteration 4Q: 3 clusters Score -73915.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -73925.039062 Penalty: 2030.933716
	Iteration 5Q: 3 clusters Score -73925.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -73930.281250 Penalty: 2030.933716
	Iteration 6Q: 3 clusters Score -73930.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -73931.445312 Penalty: 2030.933716
	Iteration 7Q: 3 clusters Score -73931.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -73931.445312 Penalty: 2030.933716
	Iteration 8F: 3 clusters Score -73931.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (36347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36347 members 
Entering Unmasked Estep 
Score: -3776182.000000 Penalty: 1562.529053
	Iteration 0F: 2 clusters Score -3776182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -3752463.250000 Penalty: 3125.058105
	Iteration 0F: 3 clusters Score -3752463 nChanged 16610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -3761858.750000 Penalty: 3125.058105
	Iteration 1F: 3 clusters Score -3761859 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -3762536.750000 Penalty: 3125.058105
	Iteration 2Q: 3 clusters Score -3762537 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -3763291.250000 Penalty: 3125.058105
	Iteration 3Q: 3 clusters Score -3763291 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -3764225.250000 Penalty: 3125.058105
	Iteration 4F: 3 clusters Score -3764225 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -3765419.750000 Penalty: 3125.058105
	Iteration 5F: 3 clusters Score -3765420 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -3766710.750000 Penalty: 3125.058105
	Iteration 6F: 3 clusters Score -3766711 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 24381 members 
Entering Unmasked Estep 
Score: -3768055.750000 Penalty: 3125.058105
	Iteration 7F: 3 clusters Score -3768056 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 25620 members 
Entering Unmasked Estep 
Score: -3769328.500000 Penalty: 3125.058105
	Iteration 8F: 3 clusters Score -3769328 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 26622 members 
Entering Unmasked Estep 
Score: -3770454.750000 Penalty: 3125.058105
	Iteration 9Q: 3 clusters Score -3770455 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 27430 members 
Entering Unmasked Estep 
Score: -3771389.500000 Penalty: 3125.058105
	Iteration 10Q: 3 clusters Score -3771390 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 28058 members 
Entering Unmasked Estep 
Score: -3772108.250000 Penalty: 3125.058105
	Iteration 11Q: 3 clusters Score -3772108 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 28521 members 
Entering Unmasked Estep 
Score: -3772500.000000 Penalty: 3125.058105
	Iteration 12Q: 3 clusters Score -3772500 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 28916 members 
Entering Unmasked Estep 
Score: -3772751.250000 Penalty: 3125.058105
	Iteration 13Q: 3 clusters Score -3772751 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 29257 members 
Entering Unmasked Estep 
Score: -3772898.500000 Penalty: 3125.058105
	Iteration 14Q: 3 clusters Score -3772898 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 29592 members 
Entering Unmasked Estep 
Score: -3773043.000000 Penalty: 3125.058105
	Iteration 15Q: 3 clusters Score -3773043 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 29920 members 
Entering Unmasked Estep 
Score: -3773176.000000 Penalty: 3125.058105
	Iteration 16Q: 3 clusters Score -3773176 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 30235 members 
Entering Unmasked Estep 
Score: -3773291.250000 Penalty: 3125.058105
	Iteration 17Q: 3 clusters Score -3773291 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 30533 members 
Entering Unmasked Estep 
Score: -3773400.500000 Penalty: 3125.058105
	Iteration 18Q: 3 clusters Score -3773400 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 30800 members 
Entering Unmasked Estep 
Score: -3773495.750000 Penalty: 3125.058105
	Iteration 19Q: 3 clusters Score -3773496 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 31036 members 
Entering Unmasked Estep 
Score: -3773566.750000 Penalty: 3125.058105
	Iteration 20F: 3 clusters Score -3773567 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 31286 members 
Entering Unmasked Estep 
Score: -3773648.750000 Penalty: 3125.058105
	Iteration 21Q: 3 clusters Score -3773649 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 31535 members 
Entering Unmasked Estep 
Score: -3773749.250000 Penalty: 3125.058105
	Iteration 22Q: 3 clusters Score -3773749 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 31755 members 
Entering Unmasked Estep 
Score: -3773816.500000 Penalty: 3125.058105
	Iteration 23Q: 3 clusters Score -3773816 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 31969 members 
Entering Unmasked Estep 
Score: -3773883.750000 Penalty: 3125.058105
	Iteration 24Q: 3 clusters Score -3773884 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 32183 members 
Entering Unmasked Estep 
Score: -3773943.750000 Penalty: 3125.058105
	Iteration 25Q: 3 clusters Score -3773944 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 32376 members 
Entering Unmasked Estep 
Score: -3774006.750000 Penalty: 3125.058105
	Iteration 26Q: 3 clusters Score -3774007 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 32552 members 
Entering Unmasked Estep 
Score: -3774064.500000 Penalty: 3125.058105
	Iteration 27Q: 3 clusters Score -3774064 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 32740 members 
Entering Unmasked Estep 
Score: -3774139.250000 Penalty: 3125.058105
	Iteration 28Q: 3 clusters Score -3774139 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 32918 members 
Entering Unmasked Estep 
Score: -3774202.000000 Penalty: 3125.058105
	Iteration 29Q: 3 clusters Score -3774202 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 33070 members 
Entering Unmasked Estep 
Score: -3774254.250000 Penalty: 3125.058105
	Iteration 30Q: 3 clusters Score -3774254 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 33199 members 
Entering Unmasked Estep 
Score: -3774292.750000 Penalty: 3125.058105
	Iteration 31Q: 3 clusters Score -3774293 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 33318 members 
Entering Unmasked Estep 
Score: -3774308.500000 Penalty: 3125.058105
	Iteration 32Q: 3 clusters Score -3774308 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 33424 members 
Entering Unmasked Estep 
Score: -3774339.250000 Penalty: 3125.058105
	Iteration 33Q: 3 clusters Score -3774339 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 33525 members 
Entering Unmasked Estep 
Score: -3774367.500000 Penalty: 3125.058105
	Iteration 34Q: 3 clusters Score -3774368 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 33614 members 
Entering Unmasked Estep 
Score: -3774403.250000 Penalty: 3125.058105
	Iteration 35Q: 3 clusters Score -3774403 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 33707 members 
Entering Unmasked Estep 
Score: -3774434.000000 Penalty: 3125.058105
	Iteration 36Q: 3 clusters Score -3774434 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 33802 members 
Entering Unmasked Estep 
Score: -3774466.750000 Penalty: 3125.058105
	Iteration 37Q: 3 clusters Score -3774467 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 33885 members 
Entering Unmasked Estep 
Score: -3774494.750000 Penalty: 3125.058105
	Iteration 38Q: 3 clusters Score -3774495 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 33958 members 
Entering Unmasked Estep 
Score: -3774513.750000 Penalty: 3125.058105
	Iteration 39Q: 3 clusters Score -3774514 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 34037 members 
Entering Unmasked Estep 
Score: -3774540.250000 Penalty: 3125.058105
	Iteration 40F: 3 clusters Score -3774540 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 34109 members 
Entering Unmasked Estep 
Score: -3774571.500000 Penalty: 3125.058105
	Iteration 41Q: 3 clusters Score -3774572 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 34173 members 
Entering Unmasked Estep 
Score: -3774596.000000 Penalty: 3125.058105
	Iteration 42Q: 3 clusters Score -3774596 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 34233 members 
Entering Unmasked Estep 
Score: -3774615.000000 Penalty: 3125.058105
	Iteration 43Q: 3 clusters Score -3774615 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 34294 members 
Entering Unmasked Estep 
Score: -3774647.250000 Penalty: 3125.058105
	Iteration 44Q: 3 clusters Score -3774647 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 34355 members 
Entering Unmasked Estep 
Score: -3774660.000000 Penalty: 3125.058105
	Iteration 45Q: 3 clusters Score -3774660 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 34402 members 
Entering Unmasked Estep 
Score: -3774684.250000 Penalty: 3125.058105
	Iteration 46Q: 3 clusters Score -3774684 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 34464 members 
Entering Unmasked Estep 
Score: -3774706.500000 Penalty: 3125.058105
	Iteration 47Q: 3 clusters Score -3774706 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 34521 members 
Entering Unmasked Estep 
Score: -3774723.000000 Penalty: 3125.058105
	Iteration 48Q: 3 clusters Score -3774723 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 34582 members 
Entering Unmasked Estep 
Score: -3774737.000000 Penalty: 3125.058105
	Iteration 49Q: 3 clusters Score -3774737 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 34633 members 
Entering Unmasked Estep 
Score: -3774760.500000 Penalty: 3125.058105
	Iteration 50Q: 3 clusters Score -3774760 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 34671 members 
Entering Unmasked Estep 
Score: -3774783.250000 Penalty: 3125.058105
	Iteration 51Q: 3 clusters Score -3774783 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 34704 members 
Entering Unmasked Estep 
Score: -3774793.750000 Penalty: 3125.058105
	Iteration 52Q: 3 clusters Score -3774794 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 34724 members 
Entering Unmasked Estep 
Score: -3774796.750000 Penalty: 3125.058105
	Iteration 53Q: 3 clusters Score -3774797 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 34744 members 
Entering Unmasked Estep 
Score: -3774799.500000 Penalty: 3125.058105
	Iteration 54Q: 3 clusters Score -3774800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 34763 members 
Entering Unmasked Estep 
Score: -3774806.250000 Penalty: 3125.058105
	Iteration 55Q: 3 clusters Score -3774806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 34778 members 
Entering Unmasked Estep 
Score: -3774813.750000 Penalty: 3125.058105
	Iteration 56Q: 3 clusters Score -3774814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 34790 members 
Entering Unmasked Estep 
Score: -3774812.500000 Penalty: 3125.058105
	Iteration 57Q: 3 clusters Score -3774812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 34801 members 
Entering Unmasked Estep 
Score: -3774814.500000 Penalty: 3125.058105
	Iteration 58Q: 3 clusters Score -3774814 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 34822 members 
Entering Unmasked Estep 
Score: -3774818.750000 Penalty: 3125.058105
	Iteration 59Q: 3 clusters Score -3774819 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 34845 members 
Entering Unmasked Estep 
Score: -3774835.250000 Penalty: 3125.058105
	Iteration 60F: 3 clusters Score -3774835 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 34868 members 
Entering Unmasked Estep 
Score: -3774836.250000 Penalty: 3125.058105
	Iteration 61Q: 3 clusters Score -3774836 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 34890 members 
Entering Unmasked Estep 
Score: -3774840.250000 Penalty: 3125.058105
	Iteration 62Q: 3 clusters Score -3774840 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 34910 members 
Entering Unmasked Estep 
Score: -3774845.500000 Penalty: 3125.058105
	Iteration 63Q: 3 clusters Score -3774846 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 34929 members 
Entering Unmasked Estep 
Score: -3774857.000000 Penalty: 3125.058105
	Iteration 64Q: 3 clusters Score -3774857 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 34948 members 
Entering Unmasked Estep 
Score: -3774856.250000 Penalty: 3125.058105
	Iteration 65Q: 3 clusters Score -3774856 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 34964 members 
Entering Unmasked Estep 
Score: -3774859.000000 Penalty: 3125.058105
	Iteration 66Q: 3 clusters Score -3774859 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 34978 members 
Entering Unmasked Estep 
Score: -3774864.250000 Penalty: 3125.058105
	Iteration 67Q: 3 clusters Score -3774864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 34993 members 
Entering Unmasked Estep 
Score: -3774867.000000 Penalty: 3125.058105
	Iteration 68Q: 3 clusters Score -3774867 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 35012 members 
Entering Unmasked Estep 
Score: -3774877.000000 Penalty: 3125.058105
	Iteration 69Q: 3 clusters Score -3774877 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 35026 members 
Entering Unmasked Estep 
Score: -3774882.000000 Penalty: 3125.058105
	Iteration 70Q: 3 clusters Score -3774882 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 35043 members 
Entering Unmasked Estep 
Score: -3774886.750000 Penalty: 3125.058105
	Iteration 71Q: 3 clusters Score -3774887 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 35058 members 
Entering Unmasked Estep 
Score: -3774892.750000 Penalty: 3125.058105
	Iteration 72Q: 3 clusters Score -3774893 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 35071 members 
Entering Unmasked Estep 
Score: -3774894.250000 Penalty: 3125.058105
	Iteration 73Q: 3 clusters Score -3774894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 35087 members 
Entering Unmasked Estep 
Score: -3774904.500000 Penalty: 3125.058105
	Iteration 74Q: 3 clusters Score -3774904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 35095 members 
Entering Unmasked Estep 
Score: -3774904.750000 Penalty: 3125.058105
	Iteration 75Q: 3 clusters Score -3774905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 35104 members 
Entering Unmasked Estep 
Score: -3774911.500000 Penalty: 3125.058105
	Iteration 76Q: 3 clusters Score -3774912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 35114 members 
Entering Unmasked Estep 
Score: -3774915.750000 Penalty: 3125.058105
	Iteration 77Q: 3 clusters Score -3774916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 35125 members 
Entering Unmasked Estep 
Score: -3774916.500000 Penalty: 3125.058105
	Iteration 78Q: 3 clusters Score -3774916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 35130 members 
Entering Unmasked Estep 
Score: -3774915.750000 Penalty: 3125.058105
	Iteration 79Q: 3 clusters Score -3774916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 35137 members 
Entering Unmasked Estep 
Score: -3774914.500000 Penalty: 3125.058105
	Iteration 80F: 3 clusters Score -3774914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 35145 members 
Entering Unmasked Estep 
Score: -3774919.750000 Penalty: 3125.058105
	Iteration 81Q: 3 clusters Score -3774920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 35153 members 
Entering Unmasked Estep 
Score: -3774930.250000 Penalty: 3125.058105
	Iteration 82Q: 3 clusters Score -3774930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 35165 members 
Entering Unmasked Estep 
Score: -3774937.000000 Penalty: 3125.058105
	Iteration 83Q: 3 clusters Score -3774937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 35169 members 
Entering Unmasked Estep 
Score: -3774934.000000 Penalty: 3125.058105
	Iteration 84Q: 3 clusters Score -3774934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 35174 members 
Entering Unmasked Estep 
Score: -3774936.250000 Penalty: 3125.058105
	Iteration 85Q: 3 clusters Score -3774936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 35178 members 
Entering Unmasked Estep 
Score: -3774939.750000 Penalty: 3125.058105
	Iteration 86Q: 3 clusters Score -3774940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 35183 members 
Entering Unmasked Estep 
Score: -3774944.250000 Penalty: 3125.058105
	Iteration 87Q: 3 clusters Score -3774944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 35190 members 
Entering Unmasked Estep 
Score: -3774944.750000 Penalty: 3125.058105
	Iteration 88Q: 3 clusters Score -3774945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 35200 members 
Entering Unmasked Estep 
Score: -3774946.500000 Penalty: 3125.058105
	Iteration 89Q: 3 clusters Score -3774946 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 35217 members 
Entering Unmasked Estep 
Score: -3774962.750000 Penalty: 3125.058105
	Iteration 90Q: 3 clusters Score -3774963 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 35234 members 
Entering Unmasked Estep 
Score: -3774961.000000 Penalty: 3125.058105
	Iteration 91Q: 3 clusters Score -3774961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 35244 members 
Entering Unmasked Estep 
Score: -3774966.250000 Penalty: 3125.058105
	Iteration 92Q: 3 clusters Score -3774966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 35252 members 
Entering Unmasked Estep 
Score: -3774975.500000 Penalty: 3125.058105
	Iteration 93Q: 3 clusters Score -3774976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 35264 members 
Entering Unmasked Estep 
Score: -3774982.500000 Penalty: 3125.058105
	Iteration 94Q: 3 clusters Score -3774982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 35274 members 
Entering Unmasked Estep 
Score: -3774985.750000 Penalty: 3125.058105
	Iteration 95Q: 3 clusters Score -3774986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 35280 members 
Entering Unmasked Estep 
Score: -3774994.500000 Penalty: 3125.058105
	Iteration 96Q: 3 clusters Score -3774994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 35286 members 
Entering Unmasked Estep 
Score: -3774993.500000 Penalty: 3125.058105
	Iteration 97Q: 3 clusters Score -3774994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 35294 members 
Entering Unmasked Estep 
Score: -3774990.750000 Penalty: 3125.058105
	Iteration 98Q: 3 clusters Score -3774991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 35299 members 
Entering Unmasked Estep 
Score: -3774994.250000 Penalty: 3125.058105
	Iteration 99Q: 3 clusters Score -3774994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 35305 members 
Entering Unmasked Estep 
Score: -3774998.000000 Penalty: 3125.058105
	Iteration 100F: 3 clusters Score -3774998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 35312 members 
Entering Unmasked Estep 
Score: -3774995.500000 Penalty: 3125.058105
	Iteration 101Q: 3 clusters Score -3774996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 35318 members 
Entering Unmasked Estep 
Score: -3775007.000000 Penalty: 3125.058105
	Iteration 102Q: 3 clusters Score -3775007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 35325 members 
Entering Unmasked Estep 
Score: -3775004.500000 Penalty: 3125.058105
	Iteration 103Q: 3 clusters Score -3775004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 35334 members 
Entering Unmasked Estep 
Score: -3775013.750000 Penalty: 3125.058105
	Iteration 104Q: 3 clusters Score -3775014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 35343 members 
Entering Unmasked Estep 
Score: -3775014.000000 Penalty: 3125.058105
	Iteration 105Q: 3 clusters Score -3775014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 35354 members 
Entering Unmasked Estep 
Score: -3775019.250000 Penalty: 3125.058105
	Iteration 106Q: 3 clusters Score -3775019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 35363 members 
Entering Unmasked Estep 
Score: -3775021.500000 Penalty: 3125.058105
	Iteration 107Q: 3 clusters Score -3775022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 35374 members 
Entering Unmasked Estep 
Score: -3775021.750000 Penalty: 3125.058105
	Iteration 108Q: 3 clusters Score -3775022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 35383 members 
Entering Unmasked Estep 
Score: -3775025.250000 Penalty: 3125.058105
	Iteration 109Q: 3 clusters Score -3775025 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 35394 members 
Entering Unmasked Estep 
Score: -3775038.500000 Penalty: 3125.058105
	Iteration 110Q: 3 clusters Score -3775038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 35399 members 
Entering Unmasked Estep 
Score: -3775042.500000 Penalty: 3125.058105
	Iteration 111Q: 3 clusters Score -3775042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 35404 members 
Entering Unmasked Estep 
Score: -3775038.000000 Penalty: 3125.058105
	Iteration 112Q: 3 clusters Score -3775038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 35408 members 
Entering Unmasked Estep 
Score: -3775038.750000 Penalty: 3125.058105
	Iteration 113Q: 3 clusters Score -3775039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 35412 members 
Entering Unmasked Estep 
Score: -3775043.250000 Penalty: 3125.058105
	Iteration 114Q: 3 clusters Score -3775043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 35411 members 
Entering Unmasked Estep 
Score: -3775045.250000 Penalty: 3125.058105
	Iteration 115Q: 3 clusters Score -3775045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 35411 members 
Entering Unmasked Estep 
Score: -3775046.750000 Penalty: 3125.058105
	Iteration 116Q: 3 clusters Score -3775047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 35411 members 
Entering Unmasked Estep 
Score: -3775046.750000 Penalty: 3125.058105
	Iteration 117F: 3 clusters Score -3775047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Entering Unmasked Estep 
Score: -173572.500000 Penalty: 1125.790039
	Iteration 0F: 2 clusters Score -173572.5 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 954 members 
Entering Unmasked Estep 
Score: -171761.421875 Penalty: 2251.580078
	Iteration 0F: 3 clusters Score -171761.4 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -172342.093750 Penalty: 2251.580078
	Iteration 1F: 3 clusters Score -172342.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -172506.203125 Penalty: 2251.580078
	Iteration 2F: 3 clusters Score -172506.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -172596.484375 Penalty: 2251.580078
	Iteration 3Q: 3 clusters Score -172596.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -172683.390625 Penalty: 2251.580078
	Iteration 4Q: 3 clusters Score -172683.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -172758.843750 Penalty: 2251.580078
	Iteration 5Q: 3 clusters Score -172758.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -172822.140625 Penalty: 2251.580078
	Iteration 6Q: 3 clusters Score -172822.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -172905.328125 Penalty: 2251.580078
	Iteration 7Q: 3 clusters Score -172905.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -172996.984375 Penalty: 2251.580078
	Iteration 8Q: 3 clusters Score -172997 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -173100.046875 Penalty: 2251.580078
	Iteration 9Q: 3 clusters Score -173100 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -173165.500000 Penalty: 2251.580078
	Iteration 10Q: 3 clusters Score -173165.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -173204.609375 Penalty: 2251.580078
	Iteration 11Q: 3 clusters Score -173204.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -173243.593750 Penalty: 2251.580078
	Iteration 12Q: 3 clusters Score -173243.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -173271.265625 Penalty: 2251.580078
	Iteration 13Q: 3 clusters Score -173271.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -173311.843750 Penalty: 2251.580078
	Iteration 14Q: 3 clusters Score -173311.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -173366.750000 Penalty: 2251.580078
	Iteration 15Q: 3 clusters Score -173366.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -173387.359375 Penalty: 2251.580078
	Iteration 16Q: 3 clusters Score -173387.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -173402.343750 Penalty: 2251.580078
	Iteration 17Q: 3 clusters Score -173402.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -173415.906250 Penalty: 2251.580078
	Iteration 18Q: 3 clusters Score -173415.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -173423.625000 Penalty: 2251.580078
	Iteration 19Q: 3 clusters Score -173423.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -173428.609375 Penalty: 2251.580078
	Iteration 20F: 3 clusters Score -173428.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -173430.859375 Penalty: 2251.580078
	Iteration 21Q: 3 clusters Score -173430.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -173432.000000 Penalty: 2251.580078
	Iteration 22Q: 3 clusters Score -173432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -173432.531250 Penalty: 2251.580078
	Iteration 23Q: 3 clusters Score -173432.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -173432.703125 Penalty: 2251.580078
	Iteration 24Q: 3 clusters Score -173432.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -173433.125000 Penalty: 2251.580078
	Iteration 25Q: 3 clusters Score -173433.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -173434.296875 Penalty: 2251.580078
	Iteration 26Q: 3 clusters Score -173434.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -173434.984375 Penalty: 2251.580078
	Iteration 27Q: 3 clusters Score -173435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -173434.984375 Penalty: 2251.580078
	Iteration 28F: 3 clusters Score -173435 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (17735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Entering Unmasked Estep 
Score: -1863718.375000 Penalty: 1455.754395
	Iteration 0F: 2 clusters Score -1863718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1852083.500000 Penalty: 2911.508789
	Iteration 0F: 3 clusters Score -1852084 nChanged 7713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1856120.875000 Penalty: 2911.508789
	Iteration 1F: 3 clusters Score -1856121 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1856478.500000 Penalty: 2911.508789
	Iteration 2F: 3 clusters Score -1856478 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1856764.125000 Penalty: 2911.508789
	Iteration 3Q: 3 clusters Score -1856764 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1856986.250000 Penalty: 2911.508789
	Iteration 4Q: 3 clusters Score -1856986 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1857152.500000 Penalty: 2911.508789
	Iteration 5Q: 3 clusters Score -1857152 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1857292.875000 Penalty: 2911.508789
	Iteration 6Q: 3 clusters Score -1857293 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1857402.375000 Penalty: 2911.508789
	Iteration 7Q: 3 clusters Score -1857402 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1857505.125000 Penalty: 2911.508789
	Iteration 8Q: 3 clusters Score -1857505 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1857592.750000 Penalty: 2911.508789
	Iteration 9Q: 3 clusters Score -1857593 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1857675.750000 Penalty: 2911.508789
	Iteration 10Q: 3 clusters Score -1857676 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1857747.500000 Penalty: 2911.508789
	Iteration 11Q: 3 clusters Score -1857748 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1857838.125000 Penalty: 2911.508789
	Iteration 12Q: 3 clusters Score -1857838 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1857955.750000 Penalty: 2911.508789
	Iteration 13Q: 3 clusters Score -1857956 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -1858105.375000 Penalty: 2911.508789
	Iteration 14Q: 3 clusters Score -1858105 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -1858292.875000 Penalty: 2911.508789
	Iteration 15Q: 3 clusters Score -1858293 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -1858547.375000 Penalty: 2911.508789
	Iteration 16Q: 3 clusters Score -1858547 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -1858916.250000 Penalty: 2911.508789
	Iteration 17Q: 3 clusters Score -1858916 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -1859419.500000 Penalty: 2911.508789
	Iteration 18Q: 3 clusters Score -1859420 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -1860062.250000 Penalty: 2911.508789
	Iteration 19F: 3 clusters Score -1860062 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -1860784.875000 Penalty: 2911.508789
	Iteration 20F: 3 clusters Score -1860785 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -1861465.750000 Penalty: 2911.508789
	Iteration 21Q: 3 clusters Score -1861466 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -1861933.875000 Penalty: 2911.508789
	Iteration 22Q: 3 clusters Score -1861934 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -1862198.125000 Penalty: 2911.508789
	Iteration 23Q: 3 clusters Score -1862198 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -1862356.375000 Penalty: 2911.508789
	Iteration 24Q: 3 clusters Score -1862356 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -1862456.750000 Penalty: 2911.508789
	Iteration 25Q: 3 clusters Score -1862457 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -1862513.250000 Penalty: 2911.508789
	Iteration 26Q: 3 clusters Score -1862513 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -1862550.375000 Penalty: 2911.508789
	Iteration 27Q: 3 clusters Score -1862550 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -1862570.875000 Penalty: 2911.508789
	Iteration 28Q: 3 clusters Score -1862571 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -1862582.125000 Penalty: 2911.508789
	Iteration 29Q: 3 clusters Score -1862582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -1862589.125000 Penalty: 2911.508789
	Iteration 30Q: 3 clusters Score -1862589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -1862593.625000 Penalty: 2911.508789
	Iteration 31Q: 3 clusters Score -1862594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -1862596.875000 Penalty: 2911.508789
	Iteration 32Q: 3 clusters Score -1862597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -1862595.125000 Penalty: 2911.508789
	Iteration 33Q: 3 clusters Score -1862595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -1862598.875000 Penalty: 2911.508789
	Iteration 34Q: 3 clusters Score -1862599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -1862599.000000 Penalty: 2911.508789
	Iteration 35Q: 3 clusters Score -1862599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -1862604.125000 Penalty: 2911.508789
	Iteration 36Q: 3 clusters Score -1862604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -1862604.125000 Penalty: 2911.508789
	Iteration 37Q: 3 clusters Score -1862604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -1862604.250000 Penalty: 2911.508789
	Iteration 38Q: 3 clusters Score -1862604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -1862604.000000 Penalty: 2911.508789
	Iteration 39Q: 3 clusters Score -1862604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -1862605.000000 Penalty: 2911.508789
	Iteration 40F: 3 clusters Score -1862605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -1862607.250000 Penalty: 2911.508789
	Iteration 41Q: 3 clusters Score -1862607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -1862608.500000 Penalty: 2911.508789
	Iteration 42Q: 3 clusters Score -1862608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -1862608.375000 Penalty: 2911.508789
	Iteration 43Q: 3 clusters Score -1862608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -1862608.375000 Penalty: 2911.508789
	Iteration 44F: 3 clusters Score -1862608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Entering Unmasked Estep 
Score: -34755.476562 Penalty: 882.322876
	Iteration 0F: 2 clusters Score -34755.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -33972.562500 Penalty: 1764.645752
	Iteration 0F: 3 clusters Score -33972.56 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -34113.082031 Penalty: 1764.645752
	Iteration 1F: 3 clusters Score -34113.08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -34176.609375 Penalty: 1764.645752
	Iteration 2F: 3 clusters Score -34176.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -34188.757812 Penalty: 1764.645752
	Iteration 3Q: 3 clusters Score -34188.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -34188.757812 Penalty: 1764.645752
	Iteration 4F: 3 clusters Score -34188.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (6348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Entering Unmasked Estep 
Score: -602903.812500 Penalty: 1302.877197
	Iteration 0F: 2 clusters Score -602903.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -598347.687500 Penalty: 2605.754395
	Iteration 0F: 3 clusters Score -598347.7 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -599814.937500 Penalty: 2605.754395
	Iteration 1F: 3 clusters Score -599814.9 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -600087.625000 Penalty: 2605.754395
	Iteration 2F: 3 clusters Score -600087.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -600287.437500 Penalty: 2605.754395
	Iteration 3F: 3 clusters Score -600287.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -600421.000000 Penalty: 2605.754395
	Iteration 4Q: 3 clusters Score -600421 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -600538.750000 Penalty: 2605.754395
	Iteration 5Q: 3 clusters Score -600538.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -600662.375000 Penalty: 2605.754395
	Iteration 6Q: 3 clusters Score -600662.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -600812.687500 Penalty: 2605.754395
	Iteration 7Q: 3 clusters Score -600812.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -600945.250000 Penalty: 2605.754395
	Iteration 8Q: 3 clusters Score -600945.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -601053.750000 Penalty: 2605.754395
	Iteration 9Q: 3 clusters Score -601053.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -601182.875000 Penalty: 2605.754395
	Iteration 10Q: 3 clusters Score -601182.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -601309.500000 Penalty: 2605.754395
	Iteration 11Q: 3 clusters Score -601309.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -601400.250000 Penalty: 2605.754395
	Iteration 12Q: 3 clusters Score -601400.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -601476.500000 Penalty: 2605.754395
	Iteration 13Q: 3 clusters Score -601476.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -601547.500000 Penalty: 2605.754395
	Iteration 14Q: 3 clusters Score -601547.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -601617.812500 Penalty: 2605.754395
	Iteration 15Q: 3 clusters Score -601617.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -601685.125000 Penalty: 2605.754395
	Iteration 16Q: 3 clusters Score -601685.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -601751.437500 Penalty: 2605.754395
	Iteration 17Q: 3 clusters Score -601751.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -601832.125000 Penalty: 2605.754395
	Iteration 18Q: 3 clusters Score -601832.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -601925.125000 Penalty: 2605.754395
	Iteration 19Q: 3 clusters Score -601925.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -602008.062500 Penalty: 2605.754395
	Iteration 20F: 3 clusters Score -602008.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -602083.375000 Penalty: 2605.754395
	Iteration 21Q: 3 clusters Score -602083.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -602157.437500 Penalty: 2605.754395
	Iteration 22Q: 3 clusters Score -602157.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -602240.875000 Penalty: 2605.754395
	Iteration 23Q: 3 clusters Score -602240.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -602312.125000 Penalty: 2605.754395
	Iteration 24Q: 3 clusters Score -602312.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -602359.312500 Penalty: 2605.754395
	Iteration 25Q: 3 clusters Score -602359.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -602395.187500 Penalty: 2605.754395
	Iteration 26Q: 3 clusters Score -602395.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -602425.750000 Penalty: 2605.754395
	Iteration 27Q: 3 clusters Score -602425.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -602458.750000 Penalty: 2605.754395
	Iteration 28Q: 3 clusters Score -602458.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -602485.875000 Penalty: 2605.754395
	Iteration 29Q: 3 clusters Score -602485.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -602511.187500 Penalty: 2605.754395
	Iteration 30Q: 3 clusters Score -602511.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -602531.812500 Penalty: 2605.754395
	Iteration 31Q: 3 clusters Score -602531.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -602547.750000 Penalty: 2605.754395
	Iteration 32Q: 3 clusters Score -602547.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -602565.187500 Penalty: 2605.754395
	Iteration 33Q: 3 clusters Score -602565.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -602581.375000 Penalty: 2605.754395
	Iteration 34Q: 3 clusters Score -602581.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -602597.187500 Penalty: 2605.754395
	Iteration 35Q: 3 clusters Score -602597.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -602615.750000 Penalty: 2605.754395
	Iteration 36Q: 3 clusters Score -602615.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -602629.437500 Penalty: 2605.754395
	Iteration 37Q: 3 clusters Score -602629.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -602634.062500 Penalty: 2605.754395
	Iteration 38Q: 3 clusters Score -602634.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -602639.750000 Penalty: 2605.754395
	Iteration 39Q: 3 clusters Score -602639.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -602644.562500 Penalty: 2605.754395
	Iteration 40F: 3 clusters Score -602644.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -602650.500000 Penalty: 2605.754395
	Iteration 41Q: 3 clusters Score -602650.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -602655.750000 Penalty: 2605.754395
	Iteration 42Q: 3 clusters Score -602655.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -602660.562500 Penalty: 2605.754395
	Iteration 43Q: 3 clusters Score -602660.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -602660.687500 Penalty: 2605.754395
	Iteration 44Q: 3 clusters Score -602660.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -602661.625000 Penalty: 2605.754395
	Iteration 45Q: 3 clusters Score -602661.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -602663.187500 Penalty: 2605.754395
	Iteration 46Q: 3 clusters Score -602663.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -602662.625000 Penalty: 2605.754395
	Iteration 47Q: 3 clusters Score -602662.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -602665.625000 Penalty: 2605.754395
	Iteration 48Q: 3 clusters Score -602665.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -602665.062500 Penalty: 2605.754395
	Iteration 49Q: 3 clusters Score -602665.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -602665.312500 Penalty: 2605.754395
	Iteration 50Q: 3 clusters Score -602665.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -602667.250000 Penalty: 2605.754395
	Iteration 51Q: 3 clusters Score -602667.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -602667.500000 Penalty: 2605.754395
	Iteration 52Q: 3 clusters Score -602667.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -602667.500000 Penalty: 2605.754395
	Iteration 53F: 3 clusters Score -602667.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Entering Unmasked Estep 
Score: -129088.437500 Penalty: 1080.783447
	Iteration 0F: 2 clusters Score -129088.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -127630.843750 Penalty: 2161.566895
	Iteration 0F: 3 clusters Score -127630.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -128006.492188 Penalty: 2161.566895
	Iteration 1F: 3 clusters Score -128006.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -128127.414062 Penalty: 2161.566895
	Iteration 2F: 3 clusters Score -128127.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -128222.453125 Penalty: 2161.566895
	Iteration 3Q: 3 clusters Score -128222.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -128300.773438 Penalty: 2161.566895
	Iteration 4Q: 3 clusters Score -128300.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -128368.031250 Penalty: 2161.566895
	Iteration 5Q: 3 clusters Score -128368 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -128407.625000 Penalty: 2161.566895
	Iteration 6Q: 3 clusters Score -128407.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -128446.523438 Penalty: 2161.566895
	Iteration 7Q: 3 clusters Score -128446.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -128492.710938 Penalty: 2161.566895
	Iteration 8Q: 3 clusters Score -128492.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -128534.132812 Penalty: 2161.566895
	Iteration 9Q: 3 clusters Score -128534.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -128581.437500 Penalty: 2161.566895
	Iteration 10Q: 3 clusters Score -128581.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -128632.054688 Penalty: 2161.566895
	Iteration 11Q: 3 clusters Score -128632.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -128662.312500 Penalty: 2161.566895
	Iteration 12Q: 3 clusters Score -128662.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -128691.406250 Penalty: 2161.566895
	Iteration 13Q: 3 clusters Score -128691.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -128721.898438 Penalty: 2161.566895
	Iteration 14Q: 3 clusters Score -128721.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -128752.179688 Penalty: 2161.566895
	Iteration 15Q: 3 clusters Score -128752.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -128788.687500 Penalty: 2161.566895
	Iteration 16Q: 3 clusters Score -128788.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -128806.773438 Penalty: 2161.566895
	Iteration 17Q: 3 clusters Score -128806.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -128812.820312 Penalty: 2161.566895
	Iteration 18Q: 3 clusters Score -128812.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -128818.523438 Penalty: 2161.566895
	Iteration 19Q: 3 clusters Score -128818.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -128823.750000 Penalty: 2161.566895
	Iteration 20F: 3 clusters Score -128823.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -128827.960938 Penalty: 2161.566895
	Iteration 21Q: 3 clusters Score -128828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -128836.085938 Penalty: 2161.566895
	Iteration 22Q: 3 clusters Score -128836.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -128840.148438 Penalty: 2161.566895
	Iteration 23Q: 3 clusters Score -128840.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -128841.257812 Penalty: 2161.566895
	Iteration 24Q: 3 clusters Score -128841.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -128841.257812 Penalty: 2161.566895
	Iteration 25F: 3 clusters Score -128841.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (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: -802876.500000 Penalty: 1337.239136
	Iteration 0F: 2 clusters Score -802876.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -797411.250000 Penalty: 2674.478271
	Iteration 0F: 3 clusters Score -797411.2 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -799202.125000 Penalty: 2674.478271
	Iteration 1F: 3 clusters Score -799202.1 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -799466.437500 Penalty: 2674.478271
	Iteration 2F: 3 clusters Score -799466.4 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -799657.250000 Penalty: 2674.478271
	Iteration 3F: 3 clusters Score -799657.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -799801.062500 Penalty: 2674.478271
	Iteration 4Q: 3 clusters Score -799801.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -799912.500000 Penalty: 2674.478271
	Iteration 5Q: 3 clusters Score -799912.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -800022.000000 Penalty: 2674.478271
	Iteration 6Q: 3 clusters Score -800022 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -800119.750000 Penalty: 2674.478271
	Iteration 7Q: 3 clusters Score -800119.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -800198.750000 Penalty: 2674.478271
	Iteration 8Q: 3 clusters Score -800198.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -800272.500000 Penalty: 2674.478271
	Iteration 9Q: 3 clusters Score -800272.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -800347.812500 Penalty: 2674.478271
	Iteration 10Q: 3 clusters Score -800347.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -800423.875000 Penalty: 2674.478271
	Iteration 11Q: 3 clusters Score -800423.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -800500.250000 Penalty: 2674.478271
	Iteration 12Q: 3 clusters Score -800500.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -800579.000000 Penalty: 2674.478271
	Iteration 13Q: 3 clusters Score -800579 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -800667.875000 Penalty: 2674.478271
	Iteration 14Q: 3 clusters Score -800667.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -800769.000000 Penalty: 2674.478271
	Iteration 15Q: 3 clusters Score -800769 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -800863.812500 Penalty: 2674.478271
	Iteration 16Q: 3 clusters Score -800863.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -800953.625000 Penalty: 2674.478271
	Iteration 17Q: 3 clusters Score -800953.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -801037.125000 Penalty: 2674.478271
	Iteration 18Q: 3 clusters Score -801037.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -801127.687500 Penalty: 2674.478271
	Iteration 19Q: 3 clusters Score -801127.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -801229.437500 Penalty: 2674.478271
	Iteration 20F: 3 clusters Score -801229.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -801316.312500 Penalty: 2674.478271
	Iteration 21Q: 3 clusters Score -801316.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -801391.187500 Penalty: 2674.478271
	Iteration 22Q: 3 clusters Score -801391.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -801455.250000 Penalty: 2674.478271
	Iteration 23Q: 3 clusters Score -801455.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -801512.312500 Penalty: 2674.478271
	Iteration 24Q: 3 clusters Score -801512.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -801572.812500 Penalty: 2674.478271
	Iteration 25Q: 3 clusters Score -801572.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -801623.687500 Penalty: 2674.478271
	Iteration 26Q: 3 clusters Score -801623.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -801662.125000 Penalty: 2674.478271
	Iteration 27Q: 3 clusters Score -801662.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -801690.562500 Penalty: 2674.478271
	Iteration 28Q: 3 clusters Score -801690.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -801720.500000 Penalty: 2674.478271
	Iteration 29Q: 3 clusters Score -801720.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -801744.250000 Penalty: 2674.478271
	Iteration 30Q: 3 clusters Score -801744.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -801769.312500 Penalty: 2674.478271
	Iteration 31Q: 3 clusters Score -801769.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -801787.937500 Penalty: 2674.478271
	Iteration 32Q: 3 clusters Score -801787.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -801810.625000 Penalty: 2674.478271
	Iteration 33Q: 3 clusters Score -801810.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -801832.687500 Penalty: 2674.478271
	Iteration 34Q: 3 clusters Score -801832.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -801846.937500 Penalty: 2674.478271
	Iteration 35Q: 3 clusters Score -801846.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -801860.500000 Penalty: 2674.478271
	Iteration 36Q: 3 clusters Score -801860.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -801869.312500 Penalty: 2674.478271
	Iteration 37Q: 3 clusters Score -801869.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -801872.312500 Penalty: 2674.478271
	Iteration 38Q: 3 clusters Score -801872.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -801884.500000 Penalty: 2674.478271
	Iteration 39Q: 3 clusters Score -801884.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -801895.000000 Penalty: 2674.478271
	Iteration 40F: 3 clusters Score -801895 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -801906.562500 Penalty: 2674.478271
	Iteration 41Q: 3 clusters Score -801906.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -801914.500000 Penalty: 2674.478271
	Iteration 42Q: 3 clusters Score -801914.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -801922.875000 Penalty: 2674.478271
	Iteration 43Q: 3 clusters Score -801922.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -801930.062500 Penalty: 2674.478271
	Iteration 44Q: 3 clusters Score -801930.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -801938.937500 Penalty: 2674.478271
	Iteration 45Q: 3 clusters Score -801938.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -801946.750000 Penalty: 2674.478271
	Iteration 46Q: 3 clusters Score -801946.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -801951.250000 Penalty: 2674.478271
	Iteration 47Q: 3 clusters Score -801951.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -801960.625000 Penalty: 2674.478271
	Iteration 48Q: 3 clusters Score -801960.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -801965.500000 Penalty: 2674.478271
	Iteration 49Q: 3 clusters Score -801965.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -801970.062500 Penalty: 2674.478271
	Iteration 50Q: 3 clusters Score -801970.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -801973.937500 Penalty: 2674.478271
	Iteration 51Q: 3 clusters Score -801973.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -801977.125000 Penalty: 2674.478271
	Iteration 52Q: 3 clusters Score -801977.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -801979.250000 Penalty: 2674.478271
	Iteration 53Q: 3 clusters Score -801979.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -801981.812500 Penalty: 2674.478271
	Iteration 54Q: 3 clusters Score -801981.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -801983.562500 Penalty: 2674.478271
	Iteration 55Q: 3 clusters Score -801983.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -801985.875000 Penalty: 2674.478271
	Iteration 56Q: 3 clusters Score -801985.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -801989.375000 Penalty: 2674.478271
	Iteration 57Q: 3 clusters Score -801989.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -801994.312500 Penalty: 2674.478271
	Iteration 58Q: 3 clusters Score -801994.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -801996.875000 Penalty: 2674.478271
	Iteration 59Q: 3 clusters Score -801996.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -801999.000000 Penalty: 2674.478271
	Iteration 60F: 3 clusters Score -801999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -801999.937500 Penalty: 2674.478271
	Iteration 61Q: 3 clusters Score -801999.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -802003.187500 Penalty: 2674.478271
	Iteration 62Q: 3 clusters Score -802003.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -802007.250000 Penalty: 2674.478271
	Iteration 63Q: 3 clusters Score -802007.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -802008.750000 Penalty: 2674.478271
	Iteration 64Q: 3 clusters Score -802008.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -802011.875000 Penalty: 2674.478271
	Iteration 65Q: 3 clusters Score -802011.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -802013.250000 Penalty: 2674.478271
	Iteration 66Q: 3 clusters Score -802013.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -802013.937500 Penalty: 2674.478271
	Iteration 67Q: 3 clusters Score -802013.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -802014.125000 Penalty: 2674.478271
	Iteration 68Q: 3 clusters Score -802014.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -802015.812500 Penalty: 2674.478271
	Iteration 69Q: 3 clusters Score -802015.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -802019.250000 Penalty: 2674.478271
	Iteration 70Q: 3 clusters Score -802019.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -802019.375000 Penalty: 2674.478271
	Iteration 71Q: 3 clusters Score -802019.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -802020.500000 Penalty: 2674.478271
	Iteration 72Q: 3 clusters Score -802020.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -802022.062500 Penalty: 2674.478271
	Iteration 73Q: 3 clusters Score -802022.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -802021.500000 Penalty: 2674.478271
	Iteration 74Q: 3 clusters Score -802021.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -802022.375000 Penalty: 2674.478271
	Iteration 75Q: 3 clusters Score -802022.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -802022.937500 Penalty: 2674.478271
	Iteration 76Q: 3 clusters Score -802022.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -802022.937500 Penalty: 2674.478271
	Iteration 77F: 3 clusters Score -802022.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (19995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Entering Unmasked Estep 
Score: -2077791.625000 Penalty: 1473.601807
	Iteration 0F: 2 clusters Score -2077792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -2064647.000000 Penalty: 2947.203613
	Iteration 0F: 3 clusters Score -2064647 nChanged 8946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -2069932.750000 Penalty: 2947.203613
	Iteration 1F: 3 clusters Score -2069933 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -2070931.875000 Penalty: 2947.203613
	Iteration 2F: 3 clusters Score -2070932 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -2071978.875000 Penalty: 2947.203613
	Iteration 3F: 3 clusters Score -2071979 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -2072923.000000 Penalty: 2947.203613
	Iteration 4F: 3 clusters Score -2072923 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -2073660.125000 Penalty: 2947.203613
	Iteration 5F: 3 clusters Score -2073660 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -2074184.750000 Penalty: 2947.203613
	Iteration 6Q: 3 clusters Score -2074185 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -2074539.000000 Penalty: 2947.203613
	Iteration 7Q: 3 clusters Score -2074539 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -2074828.500000 Penalty: 2947.203613
	Iteration 8Q: 3 clusters Score -2074828 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -2075008.250000 Penalty: 2947.203613
	Iteration 9Q: 3 clusters Score -2075008 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -2075169.750000 Penalty: 2947.203613
	Iteration 10Q: 3 clusters Score -2075170 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -2075315.250000 Penalty: 2947.203613
	Iteration 11Q: 3 clusters Score -2075315 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -2075477.500000 Penalty: 2947.203613
	Iteration 12Q: 3 clusters Score -2075478 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -2075617.375000 Penalty: 2947.203613
	Iteration 13Q: 3 clusters Score -2075617 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -2075751.125000 Penalty: 2947.203613
	Iteration 14Q: 3 clusters Score -2075751 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -2075880.750000 Penalty: 2947.203613
	Iteration 15Q: 3 clusters Score -2075881 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -2076015.250000 Penalty: 2947.203613
	Iteration 16Q: 3 clusters Score -2076015 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -2076116.500000 Penalty: 2947.203613
	Iteration 17Q: 3 clusters Score -2076116 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -2076190.625000 Penalty: 2947.203613
	Iteration 18Q: 3 clusters Score -2076191 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -2076252.500000 Penalty: 2947.203613
	Iteration 19Q: 3 clusters Score -2076252 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -2076320.000000 Penalty: 2947.203613
	Iteration 20F: 3 clusters Score -2076320 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -2076378.875000 Penalty: 2947.203613
	Iteration 21Q: 3 clusters Score -2076379 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -2076417.875000 Penalty: 2947.203613
	Iteration 22Q: 3 clusters Score -2076418 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -2076431.000000 Penalty: 2947.203613
	Iteration 23Q: 3 clusters Score -2076431 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -2076449.125000 Penalty: 2947.203613
	Iteration 24Q: 3 clusters Score -2076449 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -2076457.125000 Penalty: 2947.203613
	Iteration 25Q: 3 clusters Score -2076457 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -2076471.375000 Penalty: 2947.203613
	Iteration 26Q: 3 clusters Score -2076471 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -2076478.750000 Penalty: 2947.203613
	Iteration 27Q: 3 clusters Score -2076479 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -2076492.750000 Penalty: 2947.203613
	Iteration 28Q: 3 clusters Score -2076493 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -2076499.625000 Penalty: 2947.203613
	Iteration 29Q: 3 clusters Score -2076500 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -2076515.000000 Penalty: 2947.203613
	Iteration 30Q: 3 clusters Score -2076515 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -2076524.625000 Penalty: 2947.203613
	Iteration 31Q: 3 clusters Score -2076525 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -2076543.625000 Penalty: 2947.203613
	Iteration 32Q: 3 clusters Score -2076544 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -2076555.125000 Penalty: 2947.203613
	Iteration 33Q: 3 clusters Score -2076555 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -2076564.875000 Penalty: 2947.203613
	Iteration 34Q: 3 clusters Score -2076565 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -2076576.250000 Penalty: 2947.203613
	Iteration 35Q: 3 clusters Score -2076576 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -2076579.500000 Penalty: 2947.203613
	Iteration 36Q: 3 clusters Score -2076580 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -2076587.250000 Penalty: 2947.203613
	Iteration 37Q: 3 clusters Score -2076587 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -2076587.625000 Penalty: 2947.203613
	Iteration 38Q: 3 clusters Score -2076588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -2076590.250000 Penalty: 2947.203613
	Iteration 39Q: 3 clusters Score -2076590 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -2076593.750000 Penalty: 2947.203613
	Iteration 40F: 3 clusters Score -2076594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -2076600.250000 Penalty: 2947.203613
	Iteration 41Q: 3 clusters Score -2076600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -2076604.625000 Penalty: 2947.203613
	Iteration 42Q: 3 clusters Score -2076605 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -2076604.125000 Penalty: 2947.203613
	Iteration 43Q: 3 clusters Score -2076604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -2076607.875000 Penalty: 2947.203613
	Iteration 44Q: 3 clusters Score -2076608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -2076615.625000 Penalty: 2947.203613
	Iteration 45Q: 3 clusters Score -2076616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -2076619.375000 Penalty: 2947.203613
	Iteration 46Q: 3 clusters Score -2076619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -2076626.625000 Penalty: 2947.203613
	Iteration 47Q: 3 clusters Score -2076627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -2076625.750000 Penalty: 2947.203613
	Iteration 48Q: 3 clusters Score -2076626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -2076629.500000 Penalty: 2947.203613
	Iteration 49Q: 3 clusters Score -2076630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -2076628.500000 Penalty: 2947.203613
	Iteration 50Q: 3 clusters Score -2076628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -2076630.000000 Penalty: 2947.203613
	Iteration 51Q: 3 clusters Score -2076630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -2076628.000000 Penalty: 2947.203613
	Iteration 52Q: 3 clusters Score -2076628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -2076630.625000 Penalty: 2947.203613
	Iteration 53Q: 3 clusters Score -2076631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -2076635.625000 Penalty: 2947.203613
	Iteration 54Q: 3 clusters Score -2076636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -2076636.875000 Penalty: 2947.203613
	Iteration 55Q: 3 clusters Score -2076637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -2076638.000000 Penalty: 2947.203613
	Iteration 56Q: 3 clusters Score -2076638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -2076638.625000 Penalty: 2947.203613
	Iteration 57Q: 3 clusters Score -2076639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -2076637.625000 Penalty: 2947.203613
	Iteration 58Q: 3 clusters Score -2076638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -2076638.000000 Penalty: 2947.203613
	Iteration 59Q: 3 clusters Score -2076638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -2076641.250000 Penalty: 2947.203613
	Iteration 60F: 3 clusters Score -2076641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -2076641.750000 Penalty: 2947.203613
	Iteration 61Q: 3 clusters Score -2076642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -2076642.000000 Penalty: 2947.203613
	Iteration 62Q: 3 clusters Score -2076642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -2076643.750000 Penalty: 2947.203613
	Iteration 63Q: 3 clusters Score -2076644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -2076643.750000 Penalty: 2947.203613
	Iteration 64F: 3 clusters Score -2076644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (4470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Entering Unmasked Estep 
Score: -463798.937500 Penalty: 1250.685425
	Iteration 0F: 2 clusters Score -463798.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -460443.718750 Penalty: 2501.370850
	Iteration 0F: 3 clusters Score -460443.7 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -461745.250000 Penalty: 2501.370850
	Iteration 1F: 3 clusters Score -461745.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -462271.500000 Penalty: 2501.370850
	Iteration 2F: 3 clusters Score -462271.5 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -462658.718750 Penalty: 2501.370850
	Iteration 3F: 3 clusters Score -462658.7 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -462940.562500 Penalty: 2501.370850
	Iteration 4F: 3 clusters Score -462940.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -463202.687500 Penalty: 2501.370850
	Iteration 5F: 3 clusters Score -463202.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -463445.218750 Penalty: 2501.370850
	Iteration 6F: 3 clusters Score -463445.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -463651.000000 Penalty: 2501.370850
	Iteration 7F: 3 clusters Score -463651 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -463788.593750 Penalty: 2501.370850
	Iteration 8Q: 3 clusters Score -463788.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -463904.656250 Penalty: 2501.370850
	Iteration 9Q: 3 clusters Score -463904.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -464000.937500 Penalty: 2501.370850
	Iteration 10Q: 3 clusters Score -464000.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -464070.656250 Penalty: 2501.370850
	Iteration 11Q: 3 clusters Score -464070.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -464113.062500 Penalty: 2501.370850
	Iteration 12Q: 3 clusters Score -464113.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -464138.812500 Penalty: 2501.370850
	Iteration 13Q: 3 clusters Score -464138.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -464161.031250 Penalty: 2501.370850
	Iteration 14Q: 3 clusters Score -464161 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -464172.593750 Penalty: 2501.370850
	Iteration 15Q: 3 clusters Score -464172.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -464180.750000 Penalty: 2501.370850
	Iteration 16Q: 3 clusters Score -464180.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -464189.812500 Penalty: 2501.370850
	Iteration 17Q: 3 clusters Score -464189.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -464195.218750 Penalty: 2501.370850
	Iteration 18Q: 3 clusters Score -464195.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -464200.937500 Penalty: 2501.370850
	Iteration 19Q: 3 clusters Score -464200.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -464205.625000 Penalty: 2501.370850
	Iteration 20F: 3 clusters Score -464205.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -464209.000000 Penalty: 2501.370850
	Iteration 21Q: 3 clusters Score -464209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -464211.250000 Penalty: 2501.370850
	Iteration 22Q: 3 clusters Score -464211.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -464213.937500 Penalty: 2501.370850
	Iteration 23Q: 3 clusters Score -464213.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -464216.437500 Penalty: 2501.370850
	Iteration 24Q: 3 clusters Score -464216.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -464219.468750 Penalty: 2501.370850
	Iteration 25Q: 3 clusters Score -464219.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -464222.656250 Penalty: 2501.370850
	Iteration 26Q: 3 clusters Score -464222.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -464226.375000 Penalty: 2501.370850
	Iteration 27Q: 3 clusters Score -464226.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -464228.593750 Penalty: 2501.370850
	Iteration 28Q: 3 clusters Score -464228.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -464230.656250 Penalty: 2501.370850
	Iteration 29Q: 3 clusters Score -464230.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -464233.500000 Penalty: 2501.370850
	Iteration 30Q: 3 clusters Score -464233.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -464236.968750 Penalty: 2501.370850
	Iteration 31Q: 3 clusters Score -464237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -464238.000000 Penalty: 2501.370850
	Iteration 32Q: 3 clusters Score -464238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -464239.093750 Penalty: 2501.370850
	Iteration 33Q: 3 clusters Score -464239.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -464239.187500 Penalty: 2501.370850
	Iteration 34Q: 3 clusters Score -464239.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -464241.937500 Penalty: 2501.370850
	Iteration 35Q: 3 clusters Score -464241.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -464242.156250 Penalty: 2501.370850
	Iteration 36Q: 3 clusters Score -464242.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -464243.156250 Penalty: 2501.370850
	Iteration 37Q: 3 clusters Score -464243.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -464243.156250 Penalty: 2501.370850
	Iteration 38F: 3 clusters Score -464243.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64632 members 
Mstep: Class 2 contains 10337 members 
Mstep: Class 3 contains 16092 members 
Mstep: Class 4 contains 21929 members 
Mstep: Class 5 contains 8932 members 
Mstep: Class 6 contains 1215 members 
Mstep: Class 7 contains 37834 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11578 members 
Mstep: Class 10 contains 48805 members 
Mstep: Class 11 contains 39874 members 
Mstep: Class 12 contains 29353 members 
Mstep: Class 13 contains 13269 members 
Mstep: Class 14 contains 1621 members 
Mstep: Class 15 contains 12298 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2783 members 
Mstep: Class 18 contains 2179 members 
Mstep: Class 19 contains 34322 members 
Mstep: Class 20 contains 10072 members 
Mstep: Class 21 contains 2591 members 
Mstep: Class 22 contains 7667 members 
Mstep: Class 23 contains 4749 members 
Mstep: Class 24 contains 4385 members 
Mstep: Class 25 contains 15473 members 
Mstep: Class 26 contains 16181 members 
Mstep: Class 27 contains 7512 members 
Mstep: Class 28 contains 20899 members 
Mstep: Class 29 contains 9731 members 
Mstep: Class 30 contains 22430 members 
Mstep: Class 31 contains 14845 members 
Mstep: Class 32 contains 10266 members 
Mstep: Class 33 contains 3872 members 
Mstep: Class 34 contains 51959 members 
Mstep: Class 35 contains 200640 members 
Mstep: Class 36 contains 2759 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8108 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 36347 members 
Mstep: Class 42 contains 1931 members 
Mstep: Class 43 contains 17735 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6348 members 
Mstep: Class 46 contains 1427 members 
Mstep: Class 47 contains 7997 members 
Mstep: Class 48 contains 19995 members 
Mstep: Class 49 contains 710 members 
Mstep: Class 50 contains 6194 members 
Mstep: Class 51 contains 3760 members 
Entering Unmasked Estep 
Score: -88139760.000000 Penalty: 104041.984375
Splitting cluster 49 changes total score from -88140168.000000 to -88139760.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64632 members 
Mstep: Class 2 contains 10337 members 
Mstep: Class 3 contains 16092 members 
Mstep: Class 4 contains 21929 members 
Mstep: Class 5 contains 8932 members 
Mstep: Class 6 contains 1215 members 
Mstep: Class 7 contains 37834 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11578 members 
Mstep: Class 10 contains 48805 members 
Mstep: Class 11 contains 39874 members 
Mstep: Class 12 contains 29353 members 
Mstep: Class 13 contains 13269 members 
Mstep: Class 14 contains 1621 members 
Mstep: Class 15 contains 12298 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2783 members 
Mstep: Class 18 contains 2179 members 
Mstep: Class 19 contains 34322 members 
Mstep: Class 20 contains 10072 members 
Mstep: Class 21 contains 2591 members 
Mstep: Class 22 contains 7667 members 
Mstep: Class 23 contains 4749 members 
Mstep: Class 24 contains 4385 members 
Mstep: Class 25 contains 15473 members 
Mstep: Class 26 contains 16181 members 
Mstep: Class 27 contains 7512 members 
Mstep: Class 28 contains 20899 members 
Mstep: Class 29 contains 9731 members 
Mstep: Class 30 contains 22430 members 
Mstep: Class 31 contains 14845 members 
Mstep: Class 32 contains 10266 members 
Mstep: Class 33 contains 3872 members 
Mstep: Class 34 contains 51959 members 
Mstep: Class 35 contains 200640 members 
Mstep: Class 36 contains 2759 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8108 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 36347 members 
Mstep: Class 42 contains 1931 members 
Mstep: Class 43 contains 17735 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6348 members 
Mstep: Class 46 contains 1427 members 
Mstep: Class 47 contains 7997 members 
Mstep: Class 48 contains 19995 members 
Mstep: Class 49 contains 4470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140400.000000 Penalty: 102001.945312
Iteration 279Q: 51 clusters Score -8.81404e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64634 members 
Mstep: Class 2 contains 10339 members 
Mstep: Class 3 contains 16094 members 
Mstep: Class 4 contains 21974 members 
Mstep: Class 5 contains 8939 members 
Mstep: Class 6 contains 1193 members 
Mstep: Class 7 contains 37836 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48797 members 
Mstep: Class 11 contains 39877 members 
Mstep: Class 12 contains 29361 members 
Mstep: Class 13 contains 13269 members 
Mstep: Class 14 contains 1621 members 
Mstep: Class 15 contains 12300 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2178 members 
Mstep: Class 19 contains 34322 members 
Mstep: Class 20 contains 10071 members 
Mstep: Class 21 contains 2591 members 
Mstep: Class 22 contains 7667 members 
Mstep: Class 23 contains 4749 members 
Mstep: Class 24 contains 4385 members 
Mstep: Class 25 contains 15473 members 
Mstep: Class 26 contains 16182 members 
Mstep: Class 27 contains 7511 members 
Mstep: Class 28 contains 20903 members 
Mstep: Class 29 contains 9731 members 
Mstep: Class 30 contains 22432 members 
Mstep: Class 31 contains 14847 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3871 members 
Mstep: Class 34 contains 51952 members 
Mstep: Class 35 contains 200639 members 
Mstep: Class 36 contains 2759 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8110 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 917 members 
Mstep: Class 41 contains 36354 members 
Mstep: Class 42 contains 1932 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6349 members 
Mstep: Class 46 contains 1427 members 
Mstep: Class 47 contains 7999 members 
Mstep: Class 48 contains 19995 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 6138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140616.000000 Penalty: 102001.945312
Iteration 280F: 51 clusters Score -8.814062e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64633 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16093 members 
Mstep: Class 4 contains 21769 members 
Mstep: Class 5 contains 8946 members 
Mstep: Class 6 contains 1186 members 
Mstep: Class 7 contains 37834 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48785 members 
Mstep: Class 11 contains 39874 members 
Mstep: Class 12 contains 29367 members 
Mstep: Class 13 contains 13269 members 
Mstep: Class 14 contains 1621 members 
Mstep: Class 15 contains 12301 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2177 members 
Mstep: Class 19 contains 34325 members 
Mstep: Class 20 contains 10071 members 
Mstep: Class 21 contains 2590 members 
Mstep: Class 22 contains 7666 members 
Mstep: Class 23 contains 4751 members 
Mstep: Class 24 contains 4385 members 
Mstep: Class 25 contains 15473 members 
Mstep: Class 26 contains 16182 members 
Mstep: Class 27 contains 7513 members 
Mstep: Class 28 contains 20901 members 
Mstep: Class 29 contains 9731 members 
Mstep: Class 30 contains 22431 members 
Mstep: Class 31 contains 14846 members 
Mstep: Class 32 contains 10266 members 
Mstep: Class 33 contains 3870 members 
Mstep: Class 34 contains 51953 members 
Mstep: Class 35 contains 200594 members 
Mstep: Class 36 contains 2758 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8109 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 916 members 
Mstep: Class 41 contains 36362 members 
Mstep: Class 42 contains 1934 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6350 members 
Mstep: Class 46 contains 1426 members 
Mstep: Class 47 contains 7999 members 
Mstep: Class 48 contains 19994 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 6394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140656.000000 Penalty: 102001.945312
Iteration 281Q: 51 clusters Score -8.814066e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64632 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16096 members 
Mstep: Class 4 contains 21590 members 
Mstep: Class 5 contains 8954 members 
Mstep: Class 6 contains 1185 members 
Mstep: Class 7 contains 37834 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48772 members 
Mstep: Class 11 contains 39873 members 
Mstep: Class 12 contains 29374 members 
Mstep: Class 13 contains 13269 members 
Mstep: Class 14 contains 1621 members 
Mstep: Class 15 contains 12302 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2177 members 
Mstep: Class 19 contains 34327 members 
Mstep: Class 20 contains 10072 members 
Mstep: Class 21 contains 2589 members 
Mstep: Class 22 contains 7666 members 
Mstep: Class 23 contains 4752 members 
Mstep: Class 24 contains 4386 members 
Mstep: Class 25 contains 15473 members 
Mstep: Class 26 contains 16182 members 
Mstep: Class 27 contains 7516 members 
Mstep: Class 28 contains 20904 members 
Mstep: Class 29 contains 9730 members 
Mstep: Class 30 contains 22429 members 
Mstep: Class 31 contains 14847 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3871 members 
Mstep: Class 34 contains 51949 members 
Mstep: Class 35 contains 200584 members 
Mstep: Class 36 contains 2757 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8109 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 915 members 
Mstep: Class 41 contains 36371 members 
Mstep: Class 42 contains 1935 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6351 members 
Mstep: Class 46 contains 1426 members 
Mstep: Class 47 contains 8000 members 
Mstep: Class 48 contains 19993 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 6565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140824.000000 Penalty: 102001.945312
Iteration 282Q: 51 clusters Score -8.814082e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64638 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16100 members 
Mstep: Class 4 contains 21421 members 
Mstep: Class 5 contains 8967 members 
Mstep: Class 6 contains 1186 members 
Mstep: Class 7 contains 37830 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48753 members 
Mstep: Class 11 contains 39870 members 
Mstep: Class 12 contains 29379 members 
Mstep: Class 13 contains 13269 members 
Mstep: Class 14 contains 1621 members 
Mstep: Class 15 contains 12304 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2177 members 
Mstep: Class 19 contains 34331 members 
Mstep: Class 20 contains 10072 members 
Mstep: Class 21 contains 2588 members 
Mstep: Class 22 contains 7666 members 
Mstep: Class 23 contains 4758 members 
Mstep: Class 24 contains 4388 members 
Mstep: Class 25 contains 15473 members 
Mstep: Class 26 contains 16182 members 
Mstep: Class 27 contains 7520 members 
Mstep: Class 28 contains 20904 members 
Mstep: Class 29 contains 9729 members 
Mstep: Class 30 contains 22427 members 
Mstep: Class 31 contains 14850 members 
Mstep: Class 32 contains 10268 members 
Mstep: Class 33 contains 3872 members 
Mstep: Class 34 contains 51943 members 
Mstep: Class 35 contains 200585 members 
Mstep: Class 36 contains 2757 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8110 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 915 members 
Mstep: Class 41 contains 36382 members 
Mstep: Class 42 contains 1937 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6351 members 
Mstep: Class 46 contains 1426 members 
Mstep: Class 47 contains 8001 members 
Mstep: Class 48 contains 19994 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 6701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140904.000000 Penalty: 102001.945312
Iteration 283Q: 51 clusters Score -8.81409e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64641 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16108 members 
Mstep: Class 4 contains 21304 members 
Mstep: Class 5 contains 8986 members 
Mstep: Class 6 contains 1187 members 
Mstep: Class 7 contains 37831 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48727 members 
Mstep: Class 11 contains 39867 members 
Mstep: Class 12 contains 29377 members 
Mstep: Class 13 contains 13270 members 
Mstep: Class 14 contains 1622 members 
Mstep: Class 15 contains 12304 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2178 members 
Mstep: Class 19 contains 34332 members 
Mstep: Class 20 contains 10073 members 
Mstep: Class 21 contains 2589 members 
Mstep: Class 22 contains 7667 members 
Mstep: Class 23 contains 4755 members 
Mstep: Class 24 contains 4391 members 
Mstep: Class 25 contains 15473 members 
Mstep: Class 26 contains 16181 members 
Mstep: Class 27 contains 7520 members 
Mstep: Class 28 contains 20902 members 
Mstep: Class 29 contains 9728 members 
Mstep: Class 30 contains 22426 members 
Mstep: Class 31 contains 14851 members 
Mstep: Class 32 contains 10268 members 
Mstep: Class 33 contains 3871 members 
Mstep: Class 34 contains 51928 members 
Mstep: Class 35 contains 200582 members 
Mstep: Class 36 contains 2757 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8111 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 915 members 
Mstep: Class 41 contains 36391 members 
Mstep: Class 42 contains 1937 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6350 members 
Mstep: Class 46 contains 1426 members 
Mstep: Class 47 contains 8002 members 
Mstep: Class 48 contains 19997 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 6820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140920.000000 Penalty: 102001.945312
Iteration 284Q: 51 clusters Score -8.814092e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64647 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16111 members 
Mstep: Class 4 contains 21208 members 
Mstep: Class 5 contains 9000 members 
Mstep: Class 6 contains 1191 members 
Mstep: Class 7 contains 37830 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48702 members 
Mstep: Class 11 contains 39867 members 
Mstep: Class 12 contains 29373 members 
Mstep: Class 13 contains 13272 members 
Mstep: Class 14 contains 1624 members 
Mstep: Class 15 contains 12304 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2179 members 
Mstep: Class 19 contains 34338 members 
Mstep: Class 20 contains 10076 members 
Mstep: Class 21 contains 2589 members 
Mstep: Class 22 contains 7666 members 
Mstep: Class 23 contains 4756 members 
Mstep: Class 24 contains 4393 members 
Mstep: Class 25 contains 15473 members 
Mstep: Class 26 contains 16181 members 
Mstep: Class 27 contains 7519 members 
Mstep: Class 28 contains 20902 members 
Mstep: Class 29 contains 9728 members 
Mstep: Class 30 contains 22425 members 
Mstep: Class 31 contains 14850 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3873 members 
Mstep: Class 34 contains 51918 members 
Mstep: Class 35 contains 200587 members 
Mstep: Class 36 contains 2757 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8111 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 915 members 
Mstep: Class 41 contains 36404 members 
Mstep: Class 42 contains 1937 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6350 members 
Mstep: Class 46 contains 1426 members 
Mstep: Class 47 contains 8005 members 
Mstep: Class 48 contains 19996 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 6895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140864.000000 Penalty: 102001.945312
Iteration 285Q: 51 clusters Score -8.814086e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64646 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16113 members 
Mstep: Class 4 contains 21138 members 
Mstep: Class 5 contains 9008 members 
Mstep: Class 6 contains 1197 members 
Mstep: Class 7 contains 37829 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48683 members 
Mstep: Class 11 contains 39867 members 
Mstep: Class 12 contains 29371 members 
Mstep: Class 13 contains 13271 members 
Mstep: Class 14 contains 1625 members 
Mstep: Class 15 contains 12304 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2180 members 
Mstep: Class 19 contains 34348 members 
Mstep: Class 20 contains 10078 members 
Mstep: Class 21 contains 2589 members 
Mstep: Class 22 contains 7664 members 
Mstep: Class 23 contains 4763 members 
Mstep: Class 24 contains 4394 members 
Mstep: Class 25 contains 15473 members 
Mstep: Class 26 contains 16181 members 
Mstep: Class 27 contains 7520 members 
Mstep: Class 28 contains 20903 members 
Mstep: Class 29 contains 9729 members 
Mstep: Class 30 contains 22422 members 
Mstep: Class 31 contains 14849 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3873 members 
Mstep: Class 34 contains 51908 members 
Mstep: Class 35 contains 200571 members 
Mstep: Class 36 contains 2757 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8112 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 916 members 
Mstep: Class 41 contains 36410 members 
Mstep: Class 42 contains 1937 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6350 members 
Mstep: Class 46 contains 1426 members 
Mstep: Class 47 contains 8007 members 
Mstep: Class 48 contains 19998 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 6968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140912.000000 Penalty: 102001.945312
Iteration 286Q: 51 clusters Score -8.814091e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64647 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16119 members 
Mstep: Class 4 contains 21061 members 
Mstep: Class 5 contains 9018 members 
Mstep: Class 6 contains 1199 members 
Mstep: Class 7 contains 37830 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48660 members 
Mstep: Class 11 contains 39866 members 
Mstep: Class 12 contains 29374 members 
Mstep: Class 13 contains 13272 members 
Mstep: Class 14 contains 1626 members 
Mstep: Class 15 contains 12303 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2180 members 
Mstep: Class 19 contains 34355 members 
Mstep: Class 20 contains 10081 members 
Mstep: Class 21 contains 2588 members 
Mstep: Class 22 contains 7662 members 
Mstep: Class 23 contains 4767 members 
Mstep: Class 24 contains 4396 members 
Mstep: Class 25 contains 15473 members 
Mstep: Class 26 contains 16181 members 
Mstep: Class 27 contains 7520 members 
Mstep: Class 28 contains 20902 members 
Mstep: Class 29 contains 9728 members 
Mstep: Class 30 contains 22415 members 
Mstep: Class 31 contains 14848 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3872 members 
Mstep: Class 34 contains 51893 members 
Mstep: Class 35 contains 200559 members 
Mstep: Class 36 contains 2757 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8112 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 916 members 
Mstep: Class 41 contains 36423 members 
Mstep: Class 42 contains 1937 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6351 members 
Mstep: Class 46 contains 1426 members 
Mstep: Class 47 contains 8012 members 
Mstep: Class 48 contains 20001 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 7048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141064.000000 Penalty: 102001.945312
Iteration 287Q: 51 clusters Score -8.814106e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64636 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16119 members 
Mstep: Class 4 contains 20999 members 
Mstep: Class 5 contains 9031 members 
Mstep: Class 6 contains 1198 members 
Mstep: Class 7 contains 37830 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48637 members 
Mstep: Class 11 contains 39865 members 
Mstep: Class 12 contains 29379 members 
Mstep: Class 13 contains 13272 members 
Mstep: Class 14 contains 1626 members 
Mstep: Class 15 contains 12303 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2180 members 
Mstep: Class 19 contains 34364 members 
Mstep: Class 20 contains 10082 members 
Mstep: Class 21 contains 2588 members 
Mstep: Class 22 contains 7660 members 
Mstep: Class 23 contains 4770 members 
Mstep: Class 24 contains 4393 members 
Mstep: Class 25 contains 15473 members 
Mstep: Class 26 contains 16181 members 
Mstep: Class 27 contains 7519 members 
Mstep: Class 28 contains 20902 members 
Mstep: Class 29 contains 9728 members 
Mstep: Class 30 contains 22408 members 
Mstep: Class 31 contains 14850 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3873 members 
Mstep: Class 34 contains 51876 members 
Mstep: Class 35 contains 200550 members 
Mstep: Class 36 contains 2757 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8112 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 916 members 
Mstep: Class 41 contains 36433 members 
Mstep: Class 42 contains 1937 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6354 members 
Mstep: Class 46 contains 1426 members 
Mstep: Class 47 contains 8019 members 
Mstep: Class 48 contains 20003 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 7129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140976.000000 Penalty: 102001.945312
Iteration 288Q: 51 clusters Score -8.814098e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64627 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16112 members 
Mstep: Class 4 contains 20970 members 
Mstep: Class 5 contains 9041 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 37829 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48618 members 
Mstep: Class 11 contains 39866 members 
Mstep: Class 12 contains 29379 members 
Mstep: Class 13 contains 13274 members 
Mstep: Class 14 contains 1626 members 
Mstep: Class 15 contains 12303 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2180 members 
Mstep: Class 19 contains 34372 members 
Mstep: Class 20 contains 10082 members 
Mstep: Class 21 contains 2588 members 
Mstep: Class 22 contains 7660 members 
Mstep: Class 23 contains 4773 members 
Mstep: Class 24 contains 4392 members 
Mstep: Class 25 contains 15473 members 
Mstep: Class 26 contains 16181 members 
Mstep: Class 27 contains 7518 members 
Mstep: Class 28 contains 20900 members 
Mstep: Class 29 contains 9728 members 
Mstep: Class 30 contains 22404 members 
Mstep: Class 31 contains 14848 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3871 members 
Mstep: Class 34 contains 51866 members 
Mstep: Class 35 contains 200533 members 
Mstep: Class 36 contains 2757 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8112 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 917 members 
Mstep: Class 41 contains 36443 members 
Mstep: Class 42 contains 1937 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6352 members 
Mstep: Class 46 contains 1426 members 
Mstep: Class 47 contains 8028 members 
Mstep: Class 48 contains 19997 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 7195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141144.000000 Penalty: 102001.945312
Iteration 289Q: 51 clusters Score -8.814114e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64614 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16114 members 
Mstep: Class 4 contains 20943 members 
Mstep: Class 5 contains 9045 members 
Mstep: Class 6 contains 1199 members 
Mstep: Class 7 contains 37828 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48592 members 
Mstep: Class 11 contains 39868 members 
Mstep: Class 12 contains 29380 members 
Mstep: Class 13 contains 13277 members 
Mstep: Class 14 contains 1626 members 
Mstep: Class 15 contains 12304 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2180 members 
Mstep: Class 19 contains 34374 members 
Mstep: Class 20 contains 10084 members 
Mstep: Class 21 contains 2588 members 
Mstep: Class 22 contains 7659 members 
Mstep: Class 23 contains 4779 members 
Mstep: Class 24 contains 4391 members 
Mstep: Class 25 contains 15473 members 
Mstep: Class 26 contains 16181 members 
Mstep: Class 27 contains 7516 members 
Mstep: Class 28 contains 20900 members 
Mstep: Class 29 contains 9728 members 
Mstep: Class 30 contains 22403 members 
Mstep: Class 31 contains 14847 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3869 members 
Mstep: Class 34 contains 51861 members 
Mstep: Class 35 contains 200528 members 
Mstep: Class 36 contains 2757 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8112 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 917 members 
Mstep: Class 41 contains 36452 members 
Mstep: Class 42 contains 1937 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6353 members 
Mstep: Class 46 contains 1426 members 
Mstep: Class 47 contains 8036 members 
Mstep: Class 48 contains 19994 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 7243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141024.000000 Penalty: 102001.945312
Iteration 290Q: 51 clusters Score -8.814102e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64598 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16118 members 
Mstep: Class 4 contains 20912 members 
Mstep: Class 5 contains 9048 members 
Mstep: Class 6 contains 1201 members 
Mstep: Class 7 contains 37827 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48573 members 
Mstep: Class 11 contains 39867 members 
Mstep: Class 12 contains 29387 members 
Mstep: Class 13 contains 13280 members 
Mstep: Class 14 contains 1626 members 
Mstep: Class 15 contains 12305 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2178 members 
Mstep: Class 19 contains 34379 members 
Mstep: Class 20 contains 10085 members 
Mstep: Class 21 contains 2588 members 
Mstep: Class 22 contains 7659 members 
Mstep: Class 23 contains 4784 members 
Mstep: Class 24 contains 4394 members 
Mstep: Class 25 contains 15473 members 
Mstep: Class 26 contains 16181 members 
Mstep: Class 27 contains 7515 members 
Mstep: Class 28 contains 20898 members 
Mstep: Class 29 contains 9728 members 
Mstep: Class 30 contains 22401 members 
Mstep: Class 31 contains 14845 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3870 members 
Mstep: Class 34 contains 51857 members 
Mstep: Class 35 contains 200525 members 
Mstep: Class 36 contains 2757 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8112 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 917 members 
Mstep: Class 41 contains 36457 members 
Mstep: Class 42 contains 1938 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6353 members 
Mstep: Class 46 contains 1426 members 
Mstep: Class 47 contains 8039 members 
Mstep: Class 48 contains 19994 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 7283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141120.000000 Penalty: 102001.945312
Iteration 291Q: 51 clusters Score -8.814112e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64587 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16123 members 
Mstep: Class 4 contains 20866 members 
Mstep: Class 5 contains 9058 members 
Mstep: Class 6 contains 1202 members 
Mstep: Class 7 contains 37827 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48558 members 
Mstep: Class 11 contains 39867 members 
Mstep: Class 12 contains 29392 members 
Mstep: Class 13 contains 13282 members 
Mstep: Class 14 contains 1626 members 
Mstep: Class 15 contains 12300 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2174 members 
Mstep: Class 19 contains 34383 members 
Mstep: Class 20 contains 10084 members 
Mstep: Class 21 contains 2588 members 
Mstep: Class 22 contains 7659 members 
Mstep: Class 23 contains 4789 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 15473 members 
Mstep: Class 26 contains 16181 members 
Mstep: Class 27 contains 7515 members 
Mstep: Class 28 contains 20900 members 
Mstep: Class 29 contains 9728 members 
Mstep: Class 30 contains 22402 members 
Mstep: Class 31 contains 14845 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3872 members 
Mstep: Class 34 contains 51850 members 
Mstep: Class 35 contains 200513 members 
Mstep: Class 36 contains 2757 members 
Mstep: Class 37 contains 11067 members 
Mstep: Class 38 contains 8110 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 918 members 
Mstep: Class 41 contains 36462 members 
Mstep: Class 42 contains 1938 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6353 members 
Mstep: Class 46 contains 1426 members 
Mstep: Class 47 contains 8048 members 
Mstep: Class 48 contains 19996 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 7332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141208.000000 Penalty: 102001.945312
Iteration 292Q: 51 clusters Score -8.814121e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64586 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16127 members 
Mstep: Class 4 contains 20816 members 
Mstep: Class 5 contains 9065 members 
Mstep: Class 6 contains 1203 members 
Mstep: Class 7 contains 37825 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48546 members 
Mstep: Class 11 contains 39867 members 
Mstep: Class 12 contains 29396 members 
Mstep: Class 13 contains 13282 members 
Mstep: Class 14 contains 1626 members 
Mstep: Class 15 contains 12297 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2172 members 
Mstep: Class 19 contains 34385 members 
Mstep: Class 20 contains 10084 members 
Mstep: Class 21 contains 2588 members 
Mstep: Class 22 contains 7657 members 
Mstep: Class 23 contains 4796 members 
Mstep: Class 24 contains 4398 members 
Mstep: Class 25 contains 15473 members 
Mstep: Class 26 contains 16181 members 
Mstep: Class 27 contains 7513 members 
Mstep: Class 28 contains 20902 members 
Mstep: Class 29 contains 9729 members 
Mstep: Class 30 contains 22401 members 
Mstep: Class 31 contains 14845 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3874 members 
Mstep: Class 34 contains 51835 members 
Mstep: Class 35 contains 200495 members 
Mstep: Class 36 contains 2757 members 
Mstep: Class 37 contains 11067 members 
Mstep: Class 38 contains 8106 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 919 members 
Mstep: Class 41 contains 36468 members 
Mstep: Class 42 contains 1939 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6353 members 
Mstep: Class 46 contains 1426 members 
Mstep: Class 47 contains 8062 members 
Mstep: Class 48 contains 19997 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 7388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141240.000000 Penalty: 102001.945312
Iteration 293Q: 51 clusters Score -8.814124e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64584 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16134 members 
Mstep: Class 4 contains 20781 members 
Mstep: Class 5 contains 9075 members 
Mstep: Class 6 contains 1205 members 
Mstep: Class 7 contains 37821 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48537 members 
Mstep: Class 11 contains 39866 members 
Mstep: Class 12 contains 29392 members 
Mstep: Class 13 contains 13284 members 
Mstep: Class 14 contains 1626 members 
Mstep: Class 15 contains 12294 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2172 members 
Mstep: Class 19 contains 34390 members 
Mstep: Class 20 contains 10086 members 
Mstep: Class 21 contains 2587 members 
Mstep: Class 22 contains 7657 members 
Mstep: Class 23 contains 4800 members 
Mstep: Class 24 contains 4399 members 
Mstep: Class 25 contains 15472 members 
Mstep: Class 26 contains 16182 members 
Mstep: Class 27 contains 7514 members 
Mstep: Class 28 contains 20902 members 
Mstep: Class 29 contains 9730 members 
Mstep: Class 30 contains 22400 members 
Mstep: Class 31 contains 14845 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3875 members 
Mstep: Class 34 contains 51819 members 
Mstep: Class 35 contains 200472 members 
Mstep: Class 36 contains 2757 members 
Mstep: Class 37 contains 11067 members 
Mstep: Class 38 contains 8104 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 36472 members 
Mstep: Class 42 contains 1939 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6352 members 
Mstep: Class 46 contains 1426 members 
Mstep: Class 47 contains 8072 members 
Mstep: Class 48 contains 20002 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 7434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141352.000000 Penalty: 102001.945312
Iteration 294Q: 51 clusters Score -8.814135e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64583 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16135 members 
Mstep: Class 4 contains 20759 members 
Mstep: Class 5 contains 9084 members 
Mstep: Class 6 contains 1207 members 
Mstep: Class 7 contains 37822 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48524 members 
Mstep: Class 11 contains 39866 members 
Mstep: Class 12 contains 29386 members 
Mstep: Class 13 contains 13283 members 
Mstep: Class 14 contains 1626 members 
Mstep: Class 15 contains 12293 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2172 members 
Mstep: Class 19 contains 34393 members 
Mstep: Class 20 contains 10088 members 
Mstep: Class 21 contains 2586 members 
Mstep: Class 22 contains 7658 members 
Mstep: Class 23 contains 4802 members 
Mstep: Class 24 contains 4399 members 
Mstep: Class 25 contains 15472 members 
Mstep: Class 26 contains 16182 members 
Mstep: Class 27 contains 7515 members 
Mstep: Class 28 contains 20902 members 
Mstep: Class 29 contains 9732 members 
Mstep: Class 30 contains 22401 members 
Mstep: Class 31 contains 14845 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3875 members 
Mstep: Class 34 contains 51803 members 
Mstep: Class 35 contains 200452 members 
Mstep: Class 36 contains 2757 members 
Mstep: Class 37 contains 11067 members 
Mstep: Class 38 contains 8101 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 36481 members 
Mstep: Class 42 contains 1940 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6352 members 
Mstep: Class 46 contains 1426 members 
Mstep: Class 47 contains 8081 members 
Mstep: Class 48 contains 20003 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 7473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141416.000000 Penalty: 102001.945312
Iteration 295Q: 51 clusters Score -8.814142e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64580 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16132 members 
Mstep: Class 4 contains 20733 members 
Mstep: Class 5 contains 9095 members 
Mstep: Class 6 contains 1208 members 
Mstep: Class 7 contains 37821 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48509 members 
Mstep: Class 11 contains 39864 members 
Mstep: Class 12 contains 29387 members 
Mstep: Class 13 contains 13283 members 
Mstep: Class 14 contains 1626 members 
Mstep: Class 15 contains 12293 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2172 members 
Mstep: Class 19 contains 34397 members 
Mstep: Class 20 contains 10089 members 
Mstep: Class 21 contains 2587 members 
Mstep: Class 22 contains 7657 members 
Mstep: Class 23 contains 4804 members 
Mstep: Class 24 contains 4398 members 
Mstep: Class 25 contains 15472 members 
Mstep: Class 26 contains 16182 members 
Mstep: Class 27 contains 7511 members 
Mstep: Class 28 contains 20902 members 
Mstep: Class 29 contains 9733 members 
Mstep: Class 30 contains 22400 members 
Mstep: Class 31 contains 14845 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3874 members 
Mstep: Class 34 contains 51799 members 
Mstep: Class 35 contains 200434 members 
Mstep: Class 36 contains 2757 members 
Mstep: Class 37 contains 11067 members 
Mstep: Class 38 contains 8098 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 36488 members 
Mstep: Class 42 contains 1940 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6351 members 
Mstep: Class 46 contains 1426 members 
Mstep: Class 47 contains 8092 members 
Mstep: Class 48 contains 20003 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 7517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141376.000000 Penalty: 102001.945312
Iteration 296Q: 51 clusters Score -8.814138e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64573 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16128 members 
Mstep: Class 4 contains 20721 members 
Mstep: Class 5 contains 9099 members 
Mstep: Class 6 contains 1209 members 
Mstep: Class 7 contains 37821 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48497 members 
Mstep: Class 11 contains 39863 members 
Mstep: Class 12 contains 29385 members 
Mstep: Class 13 contains 13283 members 
Mstep: Class 14 contains 1626 members 
Mstep: Class 15 contains 12293 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2172 members 
Mstep: Class 19 contains 34400 members 
Mstep: Class 20 contains 10090 members 
Mstep: Class 21 contains 2588 members 
Mstep: Class 22 contains 7657 members 
Mstep: Class 23 contains 4809 members 
Mstep: Class 24 contains 4399 members 
Mstep: Class 25 contains 15472 members 
Mstep: Class 26 contains 16182 members 
Mstep: Class 27 contains 7507 members 
Mstep: Class 28 contains 20903 members 
Mstep: Class 29 contains 9734 members 
Mstep: Class 30 contains 22400 members 
Mstep: Class 31 contains 14847 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3874 members 
Mstep: Class 34 contains 51789 members 
Mstep: Class 35 contains 200419 members 
Mstep: Class 36 contains 2757 members 
Mstep: Class 37 contains 11067 members 
Mstep: Class 38 contains 8098 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 36496 members 
Mstep: Class 42 contains 1940 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6355 members 
Mstep: Class 46 contains 1426 members 
Mstep: Class 47 contains 8100 members 
Mstep: Class 48 contains 19998 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 7549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141448.000000 Penalty: 102001.945312
Iteration 297Q: 51 clusters Score -8.814145e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64566 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16127 members 
Mstep: Class 4 contains 20723 members 
Mstep: Class 5 contains 9102 members 
Mstep: Class 6 contains 1213 members 
Mstep: Class 7 contains 37819 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48484 members 
Mstep: Class 11 contains 39863 members 
Mstep: Class 12 contains 29383 members 
Mstep: Class 13 contains 13282 members 
Mstep: Class 14 contains 1625 members 
Mstep: Class 15 contains 12292 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2173 members 
Mstep: Class 19 contains 34403 members 
Mstep: Class 20 contains 10091 members 
Mstep: Class 21 contains 2589 members 
Mstep: Class 22 contains 7657 members 
Mstep: Class 23 contains 4810 members 
Mstep: Class 24 contains 4402 members 
Mstep: Class 25 contains 15472 members 
Mstep: Class 26 contains 16182 members 
Mstep: Class 27 contains 7504 members 
Mstep: Class 28 contains 20905 members 
Mstep: Class 29 contains 9739 members 
Mstep: Class 30 contains 22398 members 
Mstep: Class 31 contains 14848 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3876 members 
Mstep: Class 34 contains 51778 members 
Mstep: Class 35 contains 200402 members 
Mstep: Class 36 contains 2757 members 
Mstep: Class 37 contains 11067 members 
Mstep: Class 38 contains 8097 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 36501 members 
Mstep: Class 42 contains 1940 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6357 members 
Mstep: Class 46 contains 1426 members 
Mstep: Class 47 contains 8103 members 
Mstep: Class 48 contains 19999 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 7571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141368.000000 Penalty: 102001.945312
Iteration 298Q: 51 clusters Score -8.814137e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64555 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16132 members 
Mstep: Class 4 contains 20719 members 
Mstep: Class 5 contains 9103 members 
Mstep: Class 6 contains 1214 members 
Mstep: Class 7 contains 37817 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48476 members 
Mstep: Class 11 contains 39863 members 
Mstep: Class 12 contains 29382 members 
Mstep: Class 13 contains 13282 members 
Mstep: Class 14 contains 1627 members 
Mstep: Class 15 contains 12291 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2173 members 
Mstep: Class 19 contains 34409 members 
Mstep: Class 20 contains 10091 members 
Mstep: Class 21 contains 2590 members 
Mstep: Class 22 contains 7657 members 
Mstep: Class 23 contains 4813 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 15472 members 
Mstep: Class 26 contains 16182 members 
Mstep: Class 27 contains 7503 members 
Mstep: Class 28 contains 20905 members 
Mstep: Class 29 contains 9742 members 
Mstep: Class 30 contains 22395 members 
Mstep: Class 31 contains 14849 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3877 members 
Mstep: Class 34 contains 51765 members 
Mstep: Class 35 contains 200397 members 
Mstep: Class 36 contains 2757 members 
Mstep: Class 37 contains 11067 members 
Mstep: Class 38 contains 8096 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 36505 members 
Mstep: Class 42 contains 1940 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6356 members 
Mstep: Class 46 contains 1426 members 
Mstep: Class 47 contains 8108 members 
Mstep: Class 48 contains 19999 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 7587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141304.000000 Penalty: 102001.945312
Iteration 299Q: 51 clusters Score -8.81413e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64551 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16136 members 
Mstep: Class 4 contains 20710 members 
Mstep: Class 5 contains 9109 members 
Mstep: Class 6 contains 1215 members 
Mstep: Class 7 contains 37814 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48468 members 
Mstep: Class 11 contains 39862 members 
Mstep: Class 12 contains 29377 members 
Mstep: Class 13 contains 13282 members 
Mstep: Class 14 contains 1629 members 
Mstep: Class 15 contains 12292 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2172 members 
Mstep: Class 19 contains 34413 members 
Mstep: Class 20 contains 10091 members 
Mstep: Class 21 contains 2591 members 
Mstep: Class 22 contains 7657 members 
Mstep: Class 23 contains 4812 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 15472 members 
Mstep: Class 26 contains 16182 members 
Mstep: Class 27 contains 7499 members 
Mstep: Class 28 contains 20904 members 
Mstep: Class 29 contains 9744 members 
Mstep: Class 30 contains 22397 members 
Mstep: Class 31 contains 14849 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3878 members 
Mstep: Class 34 contains 51757 members 
Mstep: Class 35 contains 200394 members 
Mstep: Class 36 contains 2757 members 
Mstep: Class 37 contains 11067 members 
Mstep: Class 38 contains 8095 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 36504 members 
Mstep: Class 42 contains 1940 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6356 members 
Mstep: Class 46 contains 1426 members 
Mstep: Class 47 contains 8118 members 
Mstep: Class 48 contains 19996 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 7606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141144.000000 Penalty: 102001.945312
Iteration 300F: 51 clusters Score -8.814114e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64549 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16143 members 
Mstep: Class 4 contains 20689 members 
Mstep: Class 5 contains 9113 members 
Mstep: Class 6 contains 1214 members 
Mstep: Class 7 contains 37813 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48460 members 
Mstep: Class 11 contains 39862 members 
Mstep: Class 12 contains 29378 members 
Mstep: Class 13 contains 13282 members 
Mstep: Class 14 contains 1631 members 
Mstep: Class 15 contains 12293 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2172 members 
Mstep: Class 19 contains 34416 members 
Mstep: Class 20 contains 10089 members 
Mstep: Class 21 contains 2591 members 
Mstep: Class 22 contains 7659 members 
Mstep: Class 23 contains 4813 members 
Mstep: Class 24 contains 4406 members 
Mstep: Class 25 contains 15472 members 
Mstep: Class 26 contains 16182 members 
Mstep: Class 27 contains 7500 members 
Mstep: Class 28 contains 20904 members 
Mstep: Class 29 contains 9744 members 
Mstep: Class 30 contains 22400 members 
Mstep: Class 31 contains 14849 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3876 members 
Mstep: Class 34 contains 51750 members 
Mstep: Class 35 contains 200385 members 
Mstep: Class 36 contains 2757 members 
Mstep: Class 37 contains 11067 members 
Mstep: Class 38 contains 8095 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 36508 members 
Mstep: Class 42 contains 1940 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6356 members 
Mstep: Class 46 contains 1426 members 
Mstep: Class 47 contains 8123 members 
Mstep: Class 48 contains 19993 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 7626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141288.000000 Penalty: 102001.945312
Iteration 301Q: 51 clusters Score -8.814129e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64542 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16151 members 
Mstep: Class 4 contains 20678 members 
Mstep: Class 5 contains 9117 members 
Mstep: Class 6 contains 1214 members 
Mstep: Class 7 contains 37814 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48456 members 
Mstep: Class 11 contains 39861 members 
Mstep: Class 12 contains 29381 members 
Mstep: Class 13 contains 13282 members 
Mstep: Class 14 contains 1632 members 
Mstep: Class 15 contains 12292 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2172 members 
Mstep: Class 19 contains 34415 members 
Mstep: Class 20 contains 10089 members 
Mstep: Class 21 contains 2591 members 
Mstep: Class 22 contains 7659 members 
Mstep: Class 23 contains 4814 members 
Mstep: Class 24 contains 4408 members 
Mstep: Class 25 contains 15472 members 
Mstep: Class 26 contains 16182 members 
Mstep: Class 27 contains 7499 members 
Mstep: Class 28 contains 20903 members 
Mstep: Class 29 contains 9743 members 
Mstep: Class 30 contains 22403 members 
Mstep: Class 31 contains 14849 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3877 members 
Mstep: Class 34 contains 51750 members 
Mstep: Class 35 contains 200368 members 
Mstep: Class 36 contains 2757 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8095 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 36510 members 
Mstep: Class 42 contains 1940 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6355 members 
Mstep: Class 46 contains 1426 members 
Mstep: Class 47 contains 8132 members 
Mstep: Class 48 contains 19989 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 7640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141288.000000 Penalty: 102001.945312
Iteration 302Q: 51 clusters Score -8.814129e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64532 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16158 members 
Mstep: Class 4 contains 20657 members 
Mstep: Class 5 contains 9118 members 
Mstep: Class 6 contains 1214 members 
Mstep: Class 7 contains 37813 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48451 members 
Mstep: Class 11 contains 39860 members 
Mstep: Class 12 contains 29385 members 
Mstep: Class 13 contains 13283 members 
Mstep: Class 14 contains 1635 members 
Mstep: Class 15 contains 12291 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2172 members 
Mstep: Class 19 contains 34417 members 
Mstep: Class 20 contains 10093 members 
Mstep: Class 21 contains 2591 members 
Mstep: Class 22 contains 7659 members 
Mstep: Class 23 contains 4817 members 
Mstep: Class 24 contains 4407 members 
Mstep: Class 25 contains 15472 members 
Mstep: Class 26 contains 16182 members 
Mstep: Class 27 contains 7499 members 
Mstep: Class 28 contains 20905 members 
Mstep: Class 29 contains 9744 members 
Mstep: Class 30 contains 22405 members 
Mstep: Class 31 contains 14847 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3879 members 
Mstep: Class 34 contains 51739 members 
Mstep: Class 35 contains 200359 members 
Mstep: Class 36 contains 2757 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8094 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 36516 members 
Mstep: Class 42 contains 1941 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6355 members 
Mstep: Class 46 contains 1426 members 
Mstep: Class 47 contains 8140 members 
Mstep: Class 48 contains 19988 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 7657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141232.000000 Penalty: 102001.945312
Iteration 303Q: 51 clusters Score -8.814123e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64533 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16170 members 
Mstep: Class 4 contains 20629 members 
Mstep: Class 5 contains 9121 members 
Mstep: Class 6 contains 1214 members 
Mstep: Class 7 contains 37809 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48446 members 
Mstep: Class 11 contains 39859 members 
Mstep: Class 12 contains 29389 members 
Mstep: Class 13 contains 13284 members 
Mstep: Class 14 contains 1637 members 
Mstep: Class 15 contains 12290 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2173 members 
Mstep: Class 19 contains 34418 members 
Mstep: Class 20 contains 10096 members 
Mstep: Class 21 contains 2591 members 
Mstep: Class 22 contains 7659 members 
Mstep: Class 23 contains 4819 members 
Mstep: Class 24 contains 4407 members 
Mstep: Class 25 contains 15472 members 
Mstep: Class 26 contains 16182 members 
Mstep: Class 27 contains 7500 members 
Mstep: Class 28 contains 20904 members 
Mstep: Class 29 contains 9747 members 
Mstep: Class 30 contains 22401 members 
Mstep: Class 31 contains 14847 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3880 members 
Mstep: Class 34 contains 51733 members 
Mstep: Class 35 contains 200348 members 
Mstep: Class 36 contains 2757 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8094 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 36519 members 
Mstep: Class 42 contains 1941 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6356 members 
Mstep: Class 46 contains 1426 members 
Mstep: Class 47 contains 8147 members 
Mstep: Class 48 contains 19988 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 7672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141288.000000 Penalty: 102001.945312
Iteration 304Q: 51 clusters Score -8.814129e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64533 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16178 members 
Mstep: Class 4 contains 20596 members 
Mstep: Class 5 contains 9126 members 
Mstep: Class 6 contains 1213 members 
Mstep: Class 7 contains 37807 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48441 members 
Mstep: Class 11 contains 39857 members 
Mstep: Class 12 contains 29395 members 
Mstep: Class 13 contains 13283 members 
Mstep: Class 14 contains 1637 members 
Mstep: Class 15 contains 12289 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2173 members 
Mstep: Class 19 contains 34422 members 
Mstep: Class 20 contains 10098 members 
Mstep: Class 21 contains 2592 members 
Mstep: Class 22 contains 7660 members 
Mstep: Class 23 contains 4824 members 
Mstep: Class 24 contains 4408 members 
Mstep: Class 25 contains 15472 members 
Mstep: Class 26 contains 16182 members 
Mstep: Class 27 contains 7501 members 
Mstep: Class 28 contains 20903 members 
Mstep: Class 29 contains 9748 members 
Mstep: Class 30 contains 22397 members 
Mstep: Class 31 contains 14847 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3880 members 
Mstep: Class 34 contains 51726 members 
Mstep: Class 35 contains 200347 members 
Mstep: Class 36 contains 2757 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8094 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 36520 members 
Mstep: Class 42 contains 1941 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6357 members 
Mstep: Class 46 contains 1426 members 
Mstep: Class 47 contains 8151 members 
Mstep: Class 48 contains 19989 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 7688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141400.000000 Penalty: 102001.945312
Iteration 305Q: 51 clusters Score -8.81414e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64527 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16185 members 
Mstep: Class 4 contains 20573 members 
Mstep: Class 5 contains 9131 members 
Mstep: Class 6 contains 1216 members 
Mstep: Class 7 contains 37806 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48431 members 
Mstep: Class 11 contains 39853 members 
Mstep: Class 12 contains 29405 members 
Mstep: Class 13 contains 13283 members 
Mstep: Class 14 contains 1637 members 
Mstep: Class 15 contains 12288 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2173 members 
Mstep: Class 19 contains 34425 members 
Mstep: Class 20 contains 10099 members 
Mstep: Class 21 contains 2593 members 
Mstep: Class 22 contains 7659 members 
Mstep: Class 23 contains 4826 members 
Mstep: Class 24 contains 4408 members 
Mstep: Class 25 contains 15472 members 
Mstep: Class 26 contains 16182 members 
Mstep: Class 27 contains 7502 members 
Mstep: Class 28 contains 20905 members 
Mstep: Class 29 contains 9755 members 
Mstep: Class 30 contains 22397 members 
Mstep: Class 31 contains 14847 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3879 members 
Mstep: Class 34 contains 51720 members 
Mstep: Class 35 contains 200342 members 
Mstep: Class 36 contains 2757 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8094 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 919 members 
Mstep: Class 41 contains 36523 members 
Mstep: Class 42 contains 1941 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6357 members 
Mstep: Class 46 contains 1426 members 
Mstep: Class 47 contains 8157 members 
Mstep: Class 48 contains 19988 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 7697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141352.000000 Penalty: 102001.945312
Iteration 306Q: 51 clusters Score -8.814135e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64520 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16187 members 
Mstep: Class 4 contains 20544 members 
Mstep: Class 5 contains 9136 members 
Mstep: Class 6 contains 1216 members 
Mstep: Class 7 contains 37807 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48428 members 
Mstep: Class 11 contains 39852 members 
Mstep: Class 12 contains 29414 members 
Mstep: Class 13 contains 13285 members 
Mstep: Class 14 contains 1639 members 
Mstep: Class 15 contains 12286 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2174 members 
Mstep: Class 19 contains 34429 members 
Mstep: Class 20 contains 10100 members 
Mstep: Class 21 contains 2595 members 
Mstep: Class 22 contains 7659 members 
Mstep: Class 23 contains 4827 members 
Mstep: Class 24 contains 4408 members 
Mstep: Class 25 contains 15472 members 
Mstep: Class 26 contains 16182 members 
Mstep: Class 27 contains 7501 members 
Mstep: Class 28 contains 20907 members 
Mstep: Class 29 contains 9758 members 
Mstep: Class 30 contains 22394 members 
Mstep: Class 31 contains 14847 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3878 members 
Mstep: Class 34 contains 51719 members 
Mstep: Class 35 contains 200337 members 
Mstep: Class 36 contains 2757 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8094 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 918 members 
Mstep: Class 41 contains 36525 members 
Mstep: Class 42 contains 1941 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6358 members 
Mstep: Class 46 contains 1426 members 
Mstep: Class 47 contains 8164 members 
Mstep: Class 48 contains 19988 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 7706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141352.000000 Penalty: 102001.945312
Iteration 307Q: 51 clusters Score -8.814135e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64515 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16188 members 
Mstep: Class 4 contains 20534 members 
Mstep: Class 5 contains 9139 members 
Mstep: Class 6 contains 1216 members 
Mstep: Class 7 contains 37805 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48424 members 
Mstep: Class 11 contains 39853 members 
Mstep: Class 12 contains 29417 members 
Mstep: Class 13 contains 13287 members 
Mstep: Class 14 contains 1641 members 
Mstep: Class 15 contains 12283 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2174 members 
Mstep: Class 19 contains 34432 members 
Mstep: Class 20 contains 10100 members 
Mstep: Class 21 contains 2596 members 
Mstep: Class 22 contains 7657 members 
Mstep: Class 23 contains 4830 members 
Mstep: Class 24 contains 4409 members 
Mstep: Class 25 contains 15472 members 
Mstep: Class 26 contains 16182 members 
Mstep: Class 27 contains 7500 members 
Mstep: Class 28 contains 20908 members 
Mstep: Class 29 contains 9760 members 
Mstep: Class 30 contains 22391 members 
Mstep: Class 31 contains 14848 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3876 members 
Mstep: Class 34 contains 51710 members 
Mstep: Class 35 contains 200333 members 
Mstep: Class 36 contains 2757 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8096 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 918 members 
Mstep: Class 41 contains 36528 members 
Mstep: Class 42 contains 1941 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6359 members 
Mstep: Class 46 contains 1426 members 
Mstep: Class 47 contains 8175 members 
Mstep: Class 48 contains 19985 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 7713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141368.000000 Penalty: 102001.945312
Iteration 308Q: 51 clusters Score -8.814137e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64510 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16191 members 
Mstep: Class 4 contains 20518 members 
Mstep: Class 5 contains 9142 members 
Mstep: Class 6 contains 1216 members 
Mstep: Class 7 contains 37806 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48422 members 
Mstep: Class 11 contains 39854 members 
Mstep: Class 12 contains 29418 members 
Mstep: Class 13 contains 13290 members 
Mstep: Class 14 contains 1646 members 
Mstep: Class 15 contains 12282 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2175 members 
Mstep: Class 19 contains 34437 members 
Mstep: Class 20 contains 10101 members 
Mstep: Class 21 contains 2596 members 
Mstep: Class 22 contains 7655 members 
Mstep: Class 23 contains 4828 members 
Mstep: Class 24 contains 4409 members 
Mstep: Class 25 contains 15472 members 
Mstep: Class 26 contains 16182 members 
Mstep: Class 27 contains 7498 members 
Mstep: Class 28 contains 20910 members 
Mstep: Class 29 contains 9758 members 
Mstep: Class 30 contains 22391 members 
Mstep: Class 31 contains 14848 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3876 members 
Mstep: Class 34 contains 51703 members 
Mstep: Class 35 contains 200329 members 
Mstep: Class 36 contains 2757 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8097 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 918 members 
Mstep: Class 41 contains 36528 members 
Mstep: Class 42 contains 1941 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6360 members 
Mstep: Class 46 contains 1426 members 
Mstep: Class 47 contains 8180 members 
Mstep: Class 48 contains 19985 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 7723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141320.000000 Penalty: 102001.945312
Iteration 309Q: 51 clusters Score -8.814132e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64503 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16196 members 
Mstep: Class 4 contains 20499 members 
Mstep: Class 5 contains 9146 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 37806 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48420 members 
Mstep: Class 11 contains 39853 members 
Mstep: Class 12 contains 29421 members 
Mstep: Class 13 contains 13292 members 
Mstep: Class 14 contains 1647 members 
Mstep: Class 15 contains 12283 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2175 members 
Mstep: Class 19 contains 34443 members 
Mstep: Class 20 contains 10101 members 
Mstep: Class 21 contains 2596 members 
Mstep: Class 22 contains 7657 members 
Mstep: Class 23 contains 4827 members 
Mstep: Class 24 contains 4409 members 
Mstep: Class 25 contains 15472 members 
Mstep: Class 26 contains 16182 members 
Mstep: Class 27 contains 7498 members 
Mstep: Class 28 contains 20911 members 
Mstep: Class 29 contains 9760 members 
Mstep: Class 30 contains 22392 members 
Mstep: Class 31 contains 14849 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3876 members 
Mstep: Class 34 contains 51694 members 
Mstep: Class 35 contains 200318 members 
Mstep: Class 36 contains 2757 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8098 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 918 members 
Mstep: Class 41 contains 36531 members 
Mstep: Class 42 contains 1941 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6361 members 
Mstep: Class 46 contains 1426 members 
Mstep: Class 47 contains 8184 members 
Mstep: Class 48 contains 19987 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 7732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141352.000000 Penalty: 102001.945312
Iteration 310Q: 51 clusters Score -8.814135e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64501 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16201 members 
Mstep: Class 4 contains 20476 members 
Mstep: Class 5 contains 9148 members 
Mstep: Class 6 contains 1218 members 
Mstep: Class 7 contains 37807 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48420 members 
Mstep: Class 11 contains 39852 members 
Mstep: Class 12 contains 29416 members 
Mstep: Class 13 contains 13293 members 
Mstep: Class 14 contains 1648 members 
Mstep: Class 15 contains 12284 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2175 members 
Mstep: Class 19 contains 34446 members 
Mstep: Class 20 contains 10101 members 
Mstep: Class 21 contains 2597 members 
Mstep: Class 22 contains 7657 members 
Mstep: Class 23 contains 4828 members 
Mstep: Class 24 contains 4409 members 
Mstep: Class 25 contains 15472 members 
Mstep: Class 26 contains 16182 members 
Mstep: Class 27 contains 7498 members 
Mstep: Class 28 contains 20911 members 
Mstep: Class 29 contains 9761 members 
Mstep: Class 30 contains 22390 members 
Mstep: Class 31 contains 14849 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3877 members 
Mstep: Class 34 contains 51690 members 
Mstep: Class 35 contains 200315 members 
Mstep: Class 36 contains 2757 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8099 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 918 members 
Mstep: Class 41 contains 36533 members 
Mstep: Class 42 contains 1941 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6362 members 
Mstep: Class 46 contains 1426 members 
Mstep: Class 47 contains 8193 members 
Mstep: Class 48 contains 19986 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 7741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141392.000000 Penalty: 102001.945312
Iteration 311Q: 51 clusters Score -8.814139e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64501 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16208 members 
Mstep: Class 4 contains 20463 members 
Mstep: Class 5 contains 9149 members 
Mstep: Class 6 contains 1218 members 
Mstep: Class 7 contains 37805 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48418 members 
Mstep: Class 11 contains 39852 members 
Mstep: Class 12 contains 29417 members 
Mstep: Class 13 contains 13291 members 
Mstep: Class 14 contains 1648 members 
Mstep: Class 15 contains 12284 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2176 members 
Mstep: Class 19 contains 34451 members 
Mstep: Class 20 contains 10101 members 
Mstep: Class 21 contains 2598 members 
Mstep: Class 22 contains 7657 members 
Mstep: Class 23 contains 4826 members 
Mstep: Class 24 contains 4409 members 
Mstep: Class 25 contains 15472 members 
Mstep: Class 26 contains 16182 members 
Mstep: Class 27 contains 7497 members 
Mstep: Class 28 contains 20911 members 
Mstep: Class 29 contains 9764 members 
Mstep: Class 30 contains 22389 members 
Mstep: Class 31 contains 14848 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3876 members 
Mstep: Class 34 contains 51681 members 
Mstep: Class 35 contains 200309 members 
Mstep: Class 36 contains 2758 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8098 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 918 members 
Mstep: Class 41 contains 36536 members 
Mstep: Class 42 contains 1941 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6363 members 
Mstep: Class 46 contains 1426 members 
Mstep: Class 47 contains 8201 members 
Mstep: Class 48 contains 19985 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 7751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141408.000000 Penalty: 102001.945312
Iteration 312Q: 51 clusters Score -8.814141e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64501 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16212 members 
Mstep: Class 4 contains 20449 members 
Mstep: Class 5 contains 9149 members 
Mstep: Class 6 contains 1219 members 
Mstep: Class 7 contains 37803 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48416 members 
Mstep: Class 11 contains 39852 members 
Mstep: Class 12 contains 29415 members 
Mstep: Class 13 contains 13290 members 
Mstep: Class 14 contains 1648 members 
Mstep: Class 15 contains 12283 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2178 members 
Mstep: Class 19 contains 34451 members 
Mstep: Class 20 contains 10101 members 
Mstep: Class 21 contains 2602 members 
Mstep: Class 22 contains 7658 members 
Mstep: Class 23 contains 4826 members 
Mstep: Class 24 contains 4409 members 
Mstep: Class 25 contains 15472 members 
Mstep: Class 26 contains 16182 members 
Mstep: Class 27 contains 7493 members 
Mstep: Class 28 contains 20911 members 
Mstep: Class 29 contains 9768 members 
Mstep: Class 30 contains 22387 members 
Mstep: Class 31 contains 14848 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3875 members 
Mstep: Class 34 contains 51680 members 
Mstep: Class 35 contains 200299 members 
Mstep: Class 36 contains 2759 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8098 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 918 members 
Mstep: Class 41 contains 36539 members 
Mstep: Class 42 contains 1941 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6364 members 
Mstep: Class 46 contains 1426 members 
Mstep: Class 47 contains 8211 members 
Mstep: Class 48 contains 19987 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 7758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141464.000000 Penalty: 102001.945312
Iteration 313Q: 51 clusters Score -8.814146e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64499 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16219 members 
Mstep: Class 4 contains 20433 members 
Mstep: Class 5 contains 9150 members 
Mstep: Class 6 contains 1220 members 
Mstep: Class 7 contains 37800 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48414 members 
Mstep: Class 11 contains 39852 members 
Mstep: Class 12 contains 29419 members 
Mstep: Class 13 contains 13292 members 
Mstep: Class 14 contains 1648 members 
Mstep: Class 15 contains 12284 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2180 members 
Mstep: Class 19 contains 34455 members 
Mstep: Class 20 contains 10102 members 
Mstep: Class 21 contains 2602 members 
Mstep: Class 22 contains 7658 members 
Mstep: Class 23 contains 4828 members 
Mstep: Class 24 contains 4409 members 
Mstep: Class 25 contains 15472 members 
Mstep: Class 26 contains 16182 members 
Mstep: Class 27 contains 7492 members 
Mstep: Class 28 contains 20912 members 
Mstep: Class 29 contains 9771 members 
Mstep: Class 30 contains 22388 members 
Mstep: Class 31 contains 14849 members 
Mstep: Class 32 contains 10266 members 
Mstep: Class 33 contains 3873 members 
Mstep: Class 34 contains 51677 members 
Mstep: Class 35 contains 200281 members 
Mstep: Class 36 contains 2759 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8097 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 918 members 
Mstep: Class 41 contains 36541 members 
Mstep: Class 42 contains 1941 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6363 members 
Mstep: Class 46 contains 1426 members 
Mstep: Class 47 contains 8222 members 
Mstep: Class 48 contains 19989 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 7762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141432.000000 Penalty: 102001.945312
Iteration 314Q: 51 clusters Score -8.814143e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64498 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16227 members 
Mstep: Class 4 contains 20419 members 
Mstep: Class 5 contains 9149 members 
Mstep: Class 6 contains 1219 members 
Mstep: Class 7 contains 37798 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48413 members 
Mstep: Class 11 contains 39853 members 
Mstep: Class 12 contains 29424 members 
Mstep: Class 13 contains 13292 members 
Mstep: Class 14 contains 1648 members 
Mstep: Class 15 contains 12286 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2180 members 
Mstep: Class 19 contains 34458 members 
Mstep: Class 20 contains 10103 members 
Mstep: Class 21 contains 2602 members 
Mstep: Class 22 contains 7659 members 
Mstep: Class 23 contains 4829 members 
Mstep: Class 24 contains 4408 members 
Mstep: Class 25 contains 15472 members 
Mstep: Class 26 contains 16182 members 
Mstep: Class 27 contains 7491 members 
Mstep: Class 28 contains 20912 members 
Mstep: Class 29 contains 9774 members 
Mstep: Class 30 contains 22388 members 
Mstep: Class 31 contains 14847 members 
Mstep: Class 32 contains 10266 members 
Mstep: Class 33 contains 3874 members 
Mstep: Class 34 contains 51675 members 
Mstep: Class 35 contains 200269 members 
Mstep: Class 36 contains 2758 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8096 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 918 members 
Mstep: Class 41 contains 36540 members 
Mstep: Class 42 contains 1941 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6364 members 
Mstep: Class 46 contains 1426 members 
Mstep: Class 47 contains 8231 members 
Mstep: Class 48 contains 19989 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 7767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141432.000000 Penalty: 102001.945312
Iteration 315Q: 51 clusters Score -8.814143e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64495 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16235 members 
Mstep: Class 4 contains 20408 members 
Mstep: Class 5 contains 9150 members 
Mstep: Class 6 contains 1219 members 
Mstep: Class 7 contains 37798 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48410 members 
Mstep: Class 11 contains 39854 members 
Mstep: Class 12 contains 29424 members 
Mstep: Class 13 contains 13293 members 
Mstep: Class 14 contains 1648 members 
Mstep: Class 15 contains 12286 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2181 members 
Mstep: Class 19 contains 34462 members 
Mstep: Class 20 contains 10102 members 
Mstep: Class 21 contains 2602 members 
Mstep: Class 22 contains 7659 members 
Mstep: Class 23 contains 4828 members 
Mstep: Class 24 contains 4408 members 
Mstep: Class 25 contains 15472 members 
Mstep: Class 26 contains 16182 members 
Mstep: Class 27 contains 7490 members 
Mstep: Class 28 contains 20911 members 
Mstep: Class 29 contains 9774 members 
Mstep: Class 30 contains 22388 members 
Mstep: Class 31 contains 14847 members 
Mstep: Class 32 contains 10266 members 
Mstep: Class 33 contains 3874 members 
Mstep: Class 34 contains 51674 members 
Mstep: Class 35 contains 200261 members 
Mstep: Class 36 contains 2758 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8095 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 918 members 
Mstep: Class 41 contains 36543 members 
Mstep: Class 42 contains 1941 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6364 members 
Mstep: Class 46 contains 1426 members 
Mstep: Class 47 contains 8238 members 
Mstep: Class 48 contains 19987 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 7774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141480.000000 Penalty: 102001.945312
Iteration 316Q: 51 clusters Score -8.814148e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64493 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16243 members 
Mstep: Class 4 contains 20385 members 
Mstep: Class 5 contains 9152 members 
Mstep: Class 6 contains 1219 members 
Mstep: Class 7 contains 37797 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48409 members 
Mstep: Class 11 contains 39854 members 
Mstep: Class 12 contains 29428 members 
Mstep: Class 13 contains 13294 members 
Mstep: Class 14 contains 1648 members 
Mstep: Class 15 contains 12286 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2180 members 
Mstep: Class 19 contains 34462 members 
Mstep: Class 20 contains 10102 members 
Mstep: Class 21 contains 2602 members 
Mstep: Class 22 contains 7659 members 
Mstep: Class 23 contains 4831 members 
Mstep: Class 24 contains 4408 members 
Mstep: Class 25 contains 15472 members 
Mstep: Class 26 contains 16182 members 
Mstep: Class 27 contains 7492 members 
Mstep: Class 28 contains 20911 members 
Mstep: Class 29 contains 9774 members 
Mstep: Class 30 contains 22389 members 
Mstep: Class 31 contains 14847 members 
Mstep: Class 32 contains 10266 members 
Mstep: Class 33 contains 3874 members 
Mstep: Class 34 contains 51668 members 
Mstep: Class 35 contains 200258 members 
Mstep: Class 36 contains 2758 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8094 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 918 members 
Mstep: Class 41 contains 36542 members 
Mstep: Class 42 contains 1941 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6365 members 
Mstep: Class 46 contains 1426 members 
Mstep: Class 47 contains 8246 members 
Mstep: Class 48 contains 19988 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 7782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141456.000000 Penalty: 102001.945312
Iteration 317Q: 51 clusters Score -8.814146e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64488 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16254 members 
Mstep: Class 4 contains 20369 members 
Mstep: Class 5 contains 9155 members 
Mstep: Class 6 contains 1219 members 
Mstep: Class 7 contains 37797 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48410 members 
Mstep: Class 11 contains 39853 members 
Mstep: Class 12 contains 29436 members 
Mstep: Class 13 contains 13294 members 
Mstep: Class 14 contains 1648 members 
Mstep: Class 15 contains 12282 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2178 members 
Mstep: Class 19 contains 34461 members 
Mstep: Class 20 contains 10102 members 
Mstep: Class 21 contains 2604 members 
Mstep: Class 22 contains 7659 members 
Mstep: Class 23 contains 4830 members 
Mstep: Class 24 contains 4407 members 
Mstep: Class 25 contains 15472 members 
Mstep: Class 26 contains 16182 members 
Mstep: Class 27 contains 7493 members 
Mstep: Class 28 contains 20912 members 
Mstep: Class 29 contains 9774 members 
Mstep: Class 30 contains 22389 members 
Mstep: Class 31 contains 14847 members 
Mstep: Class 32 contains 10266 members 
Mstep: Class 33 contains 3872 members 
Mstep: Class 34 contains 51658 members 
Mstep: Class 35 contains 200255 members 
Mstep: Class 36 contains 2757 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8092 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 918 members 
Mstep: Class 41 contains 36546 members 
Mstep: Class 42 contains 1941 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6366 members 
Mstep: Class 46 contains 1426 members 
Mstep: Class 47 contains 8257 members 
Mstep: Class 48 contains 19988 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 7788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141352.000000 Penalty: 102001.945312
Iteration 318Q: 51 clusters Score -8.814135e+07 nChanged 94
Entering ConstructFrom: 
Score: -88141352.000000 Penalty: 102001.945312
Entering ConstructFrom: 
Trying to split cluster 1 (64490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64490 members 
Entering Unmasked Estep 
Score: -6639656.000000 Penalty: 1647.850708
	Iteration 0F: 2 clusters Score -6639656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32274 members 
Mstep: Class 2 contains 32216 members 
Entering Unmasked Estep 
Score: -6597658.500000 Penalty: 3295.701416
	Iteration 0F: 3 clusters Score -6597658 nChanged 29946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33098 members 
Mstep: Class 2 contains 31392 members 
Entering Unmasked Estep 
Score: -6614977.500000 Penalty: 3295.701416
	Iteration 1F: 3 clusters Score -6614978 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33701 members 
Mstep: Class 2 contains 30789 members 
Entering Unmasked Estep 
Score: -6616085.500000 Penalty: 3295.701416
	Iteration 2Q: 3 clusters Score -6616086 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34571 members 
Mstep: Class 2 contains 29919 members 
Entering Unmasked Estep 
Score: -6617517.000000 Penalty: 3295.701416
	Iteration 3F: 3 clusters Score -6617517 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35755 members 
Mstep: Class 2 contains 28735 members 
Entering Unmasked Estep 
Score: -6619354.500000 Penalty: 3295.701416
	Iteration 4F: 3 clusters Score -6619354 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37262 members 
Mstep: Class 2 contains 27228 members 
Entering Unmasked Estep 
Score: -6621517.000000 Penalty: 3295.701416
	Iteration 5F: 3 clusters Score -6621517 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38948 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -6623892.500000 Penalty: 3295.701416
	Iteration 6F: 3 clusters Score -6623892 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40706 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -6626260.000000 Penalty: 3295.701416
	Iteration 7F: 3 clusters Score -6626260 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42298 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -6628413.000000 Penalty: 3295.701416
	Iteration 8F: 3 clusters Score -6628413 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43667 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -6630316.000000 Penalty: 3295.701416
	Iteration 9Q: 3 clusters Score -6630316 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44772 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -6631636.500000 Penalty: 3295.701416
	Iteration 10Q: 3 clusters Score -6631636 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45763 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -6632484.500000 Penalty: 3295.701416
	Iteration 11Q: 3 clusters Score -6632484 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46673 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -6632995.500000 Penalty: 3295.701416
	Iteration 12Q: 3 clusters Score -6632996 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47526 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -6633390.500000 Penalty: 3295.701416
	Iteration 13Q: 3 clusters Score -6633390 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48385 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -6633687.000000 Penalty: 3295.701416
	Iteration 14Q: 3 clusters Score -6633687 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49200 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -6633915.500000 Penalty: 3295.701416
	Iteration 15Q: 3 clusters Score -6633916 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49974 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -6634199.000000 Penalty: 3295.701416
	Iteration 16Q: 3 clusters Score -6634199 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50769 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -6634441.000000 Penalty: 3295.701416
	Iteration 17Q: 3 clusters Score -6634441 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51532 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -6634715.000000 Penalty: 3295.701416
	Iteration 18Q: 3 clusters Score -6634715 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52260 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -6634971.500000 Penalty: 3295.701416
	Iteration 19Q: 3 clusters Score -6634972 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52980 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -6635206.000000 Penalty: 3295.701416
	Iteration 20F: 3 clusters Score -6635206 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53724 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -6635459.000000 Penalty: 3295.701416
	Iteration 21Q: 3 clusters Score -6635459 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54430 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -6635740.500000 Penalty: 3295.701416
	Iteration 22Q: 3 clusters Score -6635740 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55143 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -6636045.000000 Penalty: 3295.701416
	Iteration 23Q: 3 clusters Score -6636045 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55809 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -6636357.500000 Penalty: 3295.701416
	Iteration 24Q: 3 clusters Score -6636358 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56464 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -6636658.500000 Penalty: 3295.701416
	Iteration 25Q: 3 clusters Score -6636658 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57117 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -6636951.500000 Penalty: 3295.701416
	Iteration 26Q: 3 clusters Score -6636952 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57730 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -6637256.500000 Penalty: 3295.701416
	Iteration 27Q: 3 clusters Score -6637256 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58300 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -6637578.000000 Penalty: 3295.701416
	Iteration 28Q: 3 clusters Score -6637578 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58791 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -6637801.000000 Penalty: 3295.701416
	Iteration 29Q: 3 clusters Score -6637801 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59219 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -6638023.500000 Penalty: 3295.701416
	Iteration 30Q: 3 clusters Score -6638024 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59610 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -6638231.000000 Penalty: 3295.701416
	Iteration 31Q: 3 clusters Score -6638231 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59954 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -6638365.500000 Penalty: 3295.701416
	Iteration 32Q: 3 clusters Score -6638366 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60231 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -6638478.000000 Penalty: 3295.701416
	Iteration 33Q: 3 clusters Score -6638478 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60460 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -6638542.500000 Penalty: 3295.701416
	Iteration 34Q: 3 clusters Score -6638542 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60637 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -6638589.500000 Penalty: 3295.701416
	Iteration 35Q: 3 clusters Score -6638590 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60809 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -6638642.000000 Penalty: 3295.701416
	Iteration 36Q: 3 clusters Score -6638642 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60954 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -6638681.000000 Penalty: 3295.701416
	Iteration 37Q: 3 clusters Score -6638681 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61064 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -6638703.500000 Penalty: 3295.701416
	Iteration 38Q: 3 clusters Score -6638704 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61172 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -6638748.500000 Penalty: 3295.701416
	Iteration 39Q: 3 clusters Score -6638748 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61272 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -6638765.500000 Penalty: 3295.701416
	Iteration 40F: 3 clusters Score -6638766 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61349 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -6638793.000000 Penalty: 3295.701416
	Iteration 41Q: 3 clusters Score -6638793 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61408 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -6638792.500000 Penalty: 3295.701416
	Iteration 42Q: 3 clusters Score -6638792 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61456 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -6638818.000000 Penalty: 3295.701416
	Iteration 43Q: 3 clusters Score -6638818 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61500 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -6638824.000000 Penalty: 3295.701416
	Iteration 44Q: 3 clusters Score -6638824 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61534 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -6638827.500000 Penalty: 3295.701416
	Iteration 45Q: 3 clusters Score -6638828 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61567 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -6638828.500000 Penalty: 3295.701416
	Iteration 46Q: 3 clusters Score -6638828 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61597 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -6638844.500000 Penalty: 3295.701416
	Iteration 47Q: 3 clusters Score -6638844 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61636 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -6638850.000000 Penalty: 3295.701416
	Iteration 48Q: 3 clusters Score -6638850 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61675 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -6638855.000000 Penalty: 3295.701416
	Iteration 49Q: 3 clusters Score -6638855 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61708 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -6638869.500000 Penalty: 3295.701416
	Iteration 50Q: 3 clusters Score -6638870 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61738 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -6638867.500000 Penalty: 3295.701416
	Iteration 51Q: 3 clusters Score -6638868 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61761 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -6638863.500000 Penalty: 3295.701416
	Iteration 52Q: 3 clusters Score -6638864 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61783 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -6638872.000000 Penalty: 3295.701416
	Iteration 53Q: 3 clusters Score -6638872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61796 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -6638863.000000 Penalty: 3295.701416
	Iteration 54Q: 3 clusters Score -6638863 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61819 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -6638884.000000 Penalty: 3295.701416
	Iteration 55Q: 3 clusters Score -6638884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61830 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -6638888.500000 Penalty: 3295.701416
	Iteration 56Q: 3 clusters Score -6638888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61838 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -6638894.500000 Penalty: 3295.701416
	Iteration 57Q: 3 clusters Score -6638894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61841 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -6638890.500000 Penalty: 3295.701416
	Iteration 58Q: 3 clusters Score -6638890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61846 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -6638888.000000 Penalty: 3295.701416
	Iteration 59Q: 3 clusters Score -6638888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61849 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -6638887.500000 Penalty: 3295.701416
	Iteration 60F: 3 clusters Score -6638888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61851 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -6638891.000000 Penalty: 3295.701416
	Iteration 61Q: 3 clusters Score -6638891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61852 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -6638889.500000 Penalty: 3295.701416
	Iteration 62Q: 3 clusters Score -6638890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61852 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -6638889.500000 Penalty: 3295.701416
	Iteration 63F: 3 clusters Score -6638890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Entering Unmasked Estep 
Score: -1084878.375000 Penalty: 1375.473755
	Iteration 0F: 2 clusters Score -1084878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1077883.750000 Penalty: 2750.947510
	Iteration 0F: 3 clusters Score -1077884 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1080104.375000 Penalty: 2750.947510
	Iteration 1F: 3 clusters Score -1080104 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1080398.000000 Penalty: 2750.947510
	Iteration 2F: 3 clusters Score -1080398 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1080597.250000 Penalty: 2750.947510
	Iteration 3Q: 3 clusters Score -1080597 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1080751.250000 Penalty: 2750.947510
	Iteration 4Q: 3 clusters Score -1080751 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1080869.250000 Penalty: 2750.947510
	Iteration 5Q: 3 clusters Score -1080869 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1080971.375000 Penalty: 2750.947510
	Iteration 6Q: 3 clusters Score -1080971 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1081048.875000 Penalty: 2750.947510
	Iteration 7Q: 3 clusters Score -1081049 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1081116.000000 Penalty: 2750.947510
	Iteration 8Q: 3 clusters Score -1081116 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1081173.000000 Penalty: 2750.947510
	Iteration 9Q: 3 clusters Score -1081173 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1081224.375000 Penalty: 2750.947510
	Iteration 10Q: 3 clusters Score -1081224 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1081286.625000 Penalty: 2750.947510
	Iteration 11Q: 3 clusters Score -1081287 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1081343.750000 Penalty: 2750.947510
	Iteration 12Q: 3 clusters Score -1081344 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1081391.875000 Penalty: 2750.947510
	Iteration 13Q: 3 clusters Score -1081392 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1081433.125000 Penalty: 2750.947510
	Iteration 14Q: 3 clusters Score -1081433 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1081478.750000 Penalty: 2750.947510
	Iteration 15Q: 3 clusters Score -1081479 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1081541.500000 Penalty: 2750.947510
	Iteration 16Q: 3 clusters Score -1081542 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1081610.500000 Penalty: 2750.947510
	Iteration 17Q: 3 clusters Score -1081610 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1081690.500000 Penalty: 2750.947510
	Iteration 18Q: 3 clusters Score -1081690 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1081786.750000 Penalty: 2750.947510
	Iteration 19Q: 3 clusters Score -1081787 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1081890.250000 Penalty: 2750.947510
	Iteration 20F: 3 clusters Score -1081890 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1082018.250000 Penalty: 2750.947510
	Iteration 21Q: 3 clusters Score -1082018 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1082152.000000 Penalty: 2750.947510
	Iteration 22Q: 3 clusters Score -1082152 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1082278.375000 Penalty: 2750.947510
	Iteration 23Q: 3 clusters Score -1082278 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1082422.000000 Penalty: 2750.947510
	Iteration 24Q: 3 clusters Score -1082422 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1082561.875000 Penalty: 2750.947510
	Iteration 25Q: 3 clusters Score -1082562 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1082679.250000 Penalty: 2750.947510
	Iteration 26Q: 3 clusters Score -1082679 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1082815.875000 Penalty: 2750.947510
	Iteration 27Q: 3 clusters Score -1082816 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1082941.125000 Penalty: 2750.947510
	Iteration 28Q: 3 clusters Score -1082941 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1083050.875000 Penalty: 2750.947510
	Iteration 29Q: 3 clusters Score -1083051 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1083168.875000 Penalty: 2750.947510
	Iteration 30Q: 3 clusters Score -1083169 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1083267.750000 Penalty: 2750.947510
	Iteration 31Q: 3 clusters Score -1083268 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1083343.875000 Penalty: 2750.947510
	Iteration 32Q: 3 clusters Score -1083344 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1083414.500000 Penalty: 2750.947510
	Iteration 33Q: 3 clusters Score -1083414 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1083492.875000 Penalty: 2750.947510
	Iteration 34Q: 3 clusters Score -1083493 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1083546.000000 Penalty: 2750.947510
	Iteration 35Q: 3 clusters Score -1083546 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1083591.000000 Penalty: 2750.947510
	Iteration 36Q: 3 clusters Score -1083591 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1083619.500000 Penalty: 2750.947510
	Iteration 37Q: 3 clusters Score -1083620 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -1083644.125000 Penalty: 2750.947510
	Iteration 38Q: 3 clusters Score -1083644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1083659.000000 Penalty: 2750.947510
	Iteration 39Q: 3 clusters Score -1083659 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1083670.000000 Penalty: 2750.947510
	Iteration 40F: 3 clusters Score -1083670 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1083688.750000 Penalty: 2750.947510
	Iteration 41Q: 3 clusters Score -1083689 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1083695.625000 Penalty: 2750.947510
	Iteration 42Q: 3 clusters Score -1083696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1083701.625000 Penalty: 2750.947510
	Iteration 43Q: 3 clusters Score -1083702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1083708.875000 Penalty: 2750.947510
	Iteration 44Q: 3 clusters Score -1083709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1083714.250000 Penalty: 2750.947510
	Iteration 45Q: 3 clusters Score -1083714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1083718.375000 Penalty: 2750.947510
	Iteration 46Q: 3 clusters Score -1083718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1083723.500000 Penalty: 2750.947510
	Iteration 47Q: 3 clusters Score -1083724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1083728.375000 Penalty: 2750.947510
	Iteration 48Q: 3 clusters Score -1083728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1083729.750000 Penalty: 2750.947510
	Iteration 49Q: 3 clusters Score -1083730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1083730.875000 Penalty: 2750.947510
	Iteration 50Q: 3 clusters Score -1083731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1083733.125000 Penalty: 2750.947510
	Iteration 51Q: 3 clusters Score -1083733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1083733.000000 Penalty: 2750.947510
	Iteration 52Q: 3 clusters Score -1083733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1083734.875000 Penalty: 2750.947510
	Iteration 53Q: 3 clusters Score -1083735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1083737.125000 Penalty: 2750.947510
	Iteration 54Q: 3 clusters Score -1083737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1083745.750000 Penalty: 2750.947510
	Iteration 55Q: 3 clusters Score -1083746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1083749.750000 Penalty: 2750.947510
	Iteration 56Q: 3 clusters Score -1083750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1083757.500000 Penalty: 2750.947510
	Iteration 57Q: 3 clusters Score -1083758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1083766.250000 Penalty: 2750.947510
	Iteration 58Q: 3 clusters Score -1083766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1083771.875000 Penalty: 2750.947510
	Iteration 59Q: 3 clusters Score -1083772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1083777.750000 Penalty: 2750.947510
	Iteration 60F: 3 clusters Score -1083778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1083783.125000 Penalty: 2750.947510
	Iteration 61Q: 3 clusters Score -1083783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1083786.000000 Penalty: 2750.947510
	Iteration 62Q: 3 clusters Score -1083786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1083787.375000 Penalty: 2750.947510
	Iteration 63Q: 3 clusters Score -1083787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1083790.000000 Penalty: 2750.947510
	Iteration 64Q: 3 clusters Score -1083790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1083792.000000 Penalty: 2750.947510
	Iteration 65Q: 3 clusters Score -1083792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1083793.000000 Penalty: 2750.947510
	Iteration 66Q: 3 clusters Score -1083793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1083793.375000 Penalty: 2750.947510
	Iteration 67Q: 3 clusters Score -1083793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1083793.375000 Penalty: 2750.947510
	Iteration 68F: 3 clusters Score -1083793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Entering Unmasked Estep 
Score: -1609212.500000 Penalty: 1442.705688
	Iteration 0F: 2 clusters Score -1609212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1598426.000000 Penalty: 2885.411377
	Iteration 0F: 3 clusters Score -1598426 nChanged 7075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1602339.875000 Penalty: 2885.411377
	Iteration 1F: 3 clusters Score -1602340 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1602759.625000 Penalty: 2885.411377
	Iteration 2F: 3 clusters Score -1602760 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1603122.750000 Penalty: 2885.411377
	Iteration 3F: 3 clusters Score -1603123 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1603480.250000 Penalty: 2885.411377
	Iteration 4Q: 3 clusters Score -1603480 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1603828.500000 Penalty: 2885.411377
	Iteration 5Q: 3 clusters Score -1603828 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1604172.125000 Penalty: 2885.411377
	Iteration 6Q: 3 clusters Score -1604172 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1604579.875000 Penalty: 2885.411377
	Iteration 7Q: 3 clusters Score -1604580 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1605031.625000 Penalty: 2885.411377
	Iteration 8Q: 3 clusters Score -1605032 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1605465.625000 Penalty: 2885.411377
	Iteration 9Q: 3 clusters Score -1605466 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1605913.125000 Penalty: 2885.411377
	Iteration 10Q: 3 clusters Score -1605913 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1606312.625000 Penalty: 2885.411377
	Iteration 11Q: 3 clusters Score -1606313 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1606667.375000 Penalty: 2885.411377
	Iteration 12Q: 3 clusters Score -1606667 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1606932.125000 Penalty: 2885.411377
	Iteration 13Q: 3 clusters Score -1606932 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1607115.750000 Penalty: 2885.411377
	Iteration 14Q: 3 clusters Score -1607116 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1607251.375000 Penalty: 2885.411377
	Iteration 15Q: 3 clusters Score -1607251 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1607348.875000 Penalty: 2885.411377
	Iteration 16Q: 3 clusters Score -1607349 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1607403.250000 Penalty: 2885.411377
	Iteration 17Q: 3 clusters Score -1607403 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1607438.625000 Penalty: 2885.411377
	Iteration 18Q: 3 clusters Score -1607439 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1607467.000000 Penalty: 2885.411377
	Iteration 19Q: 3 clusters Score -1607467 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1607491.250000 Penalty: 2885.411377
	Iteration 20F: 3 clusters Score -1607491 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1607516.375000 Penalty: 2885.411377
	Iteration 21Q: 3 clusters Score -1607516 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1607540.875000 Penalty: 2885.411377
	Iteration 22Q: 3 clusters Score -1607541 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1607560.500000 Penalty: 2885.411377
	Iteration 23Q: 3 clusters Score -1607560 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1607573.375000 Penalty: 2885.411377
	Iteration 24Q: 3 clusters Score -1607573 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1607594.250000 Penalty: 2885.411377
	Iteration 25Q: 3 clusters Score -1607594 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1607616.250000 Penalty: 2885.411377
	Iteration 26Q: 3 clusters Score -1607616 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1607632.000000 Penalty: 2885.411377
	Iteration 27Q: 3 clusters Score -1607632 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -1607659.875000 Penalty: 2885.411377
	Iteration 28Q: 3 clusters Score -1607660 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -1607676.500000 Penalty: 2885.411377
	Iteration 29Q: 3 clusters Score -1607676 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1607695.000000 Penalty: 2885.411377
	Iteration 30Q: 3 clusters Score -1607695 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1607714.125000 Penalty: 2885.411377
	Iteration 31Q: 3 clusters Score -1607714 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1607731.000000 Penalty: 2885.411377
	Iteration 32Q: 3 clusters Score -1607731 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -1607745.250000 Penalty: 2885.411377
	Iteration 33Q: 3 clusters Score -1607745 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -1607761.625000 Penalty: 2885.411377
	Iteration 34Q: 3 clusters Score -1607762 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1607780.125000 Penalty: 2885.411377
	Iteration 35Q: 3 clusters Score -1607780 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1607801.250000 Penalty: 2885.411377
	Iteration 36Q: 3 clusters Score -1607801 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -1607809.625000 Penalty: 2885.411377
	Iteration 37Q: 3 clusters Score -1607810 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -1607814.750000 Penalty: 2885.411377
	Iteration 38Q: 3 clusters Score -1607815 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1607822.625000 Penalty: 2885.411377
	Iteration 39Q: 3 clusters Score -1607823 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1607824.500000 Penalty: 2885.411377
	Iteration 40F: 3 clusters Score -1607824 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1607830.375000 Penalty: 2885.411377
	Iteration 41Q: 3 clusters Score -1607830 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1607835.000000 Penalty: 2885.411377
	Iteration 42Q: 3 clusters Score -1607835 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -1607833.750000 Penalty: 2885.411377
	Iteration 43Q: 3 clusters Score -1607834 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1607842.500000 Penalty: 2885.411377
	Iteration 44Q: 3 clusters Score -1607842 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -1607846.250000 Penalty: 2885.411377
	Iteration 45Q: 3 clusters Score -1607846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -1607849.750000 Penalty: 2885.411377
	Iteration 46Q: 3 clusters Score -1607850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -1607849.875000 Penalty: 2885.411377
	Iteration 47Q: 3 clusters Score -1607850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -1607844.250000 Penalty: 2885.411377
	Iteration 48Q: 3 clusters Score -1607844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1607848.875000 Penalty: 2885.411377
	Iteration 49Q: 3 clusters Score -1607849 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -1607851.375000 Penalty: 2885.411377
	Iteration 50Q: 3 clusters Score -1607851 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1607850.375000 Penalty: 2885.411377
	Iteration 51Q: 3 clusters Score -1607850 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1607859.125000 Penalty: 2885.411377
	Iteration 52Q: 3 clusters Score -1607859 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -1607856.625000 Penalty: 2885.411377
	Iteration 53Q: 3 clusters Score -1607857 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -1607857.500000 Penalty: 2885.411377
	Iteration 54Q: 3 clusters Score -1607858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -1607857.125000 Penalty: 2885.411377
	Iteration 55Q: 3 clusters Score -1607857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -1607858.750000 Penalty: 2885.411377
	Iteration 56Q: 3 clusters Score -1607859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -1607862.125000 Penalty: 2885.411377
	Iteration 57Q: 3 clusters Score -1607862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -1607861.500000 Penalty: 2885.411377
	Iteration 58Q: 3 clusters Score -1607862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -1607863.875000 Penalty: 2885.411377
	Iteration 59Q: 3 clusters Score -1607864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -1607859.500000 Penalty: 2885.411377
	Iteration 60F: 3 clusters Score -1607860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1607859.750000 Penalty: 2885.411377
	Iteration 61Q: 3 clusters Score -1607860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -1607863.250000 Penalty: 2885.411377
	Iteration 62Q: 3 clusters Score -1607863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -1607864.375000 Penalty: 2885.411377
	Iteration 63Q: 3 clusters Score -1607864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -1607863.750000 Penalty: 2885.411377
	Iteration 64Q: 3 clusters Score -1607864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -1607871.000000 Penalty: 2885.411377
	Iteration 65Q: 3 clusters Score -1607871 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -1607870.625000 Penalty: 2885.411377
	Iteration 66Q: 3 clusters Score -1607871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -1607868.875000 Penalty: 2885.411377
	Iteration 67Q: 3 clusters Score -1607869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -1607869.875000 Penalty: 2885.411377
	Iteration 68Q: 3 clusters Score -1607870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -1607871.250000 Penalty: 2885.411377
	Iteration 69Q: 3 clusters Score -1607871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -1607867.500000 Penalty: 2885.411377
	Iteration 70Q: 3 clusters Score -1607868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -1607870.375000 Penalty: 2885.411377
	Iteration 71Q: 3 clusters Score -1607870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -1607866.000000 Penalty: 2885.411377
	Iteration 72Q: 3 clusters Score -1607866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1607866.000000 Penalty: 2885.411377
	Iteration 73Q: 3 clusters Score -1607866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -1607869.000000 Penalty: 2885.411377
	Iteration 74Q: 3 clusters Score -1607869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -1607868.500000 Penalty: 2885.411377
	Iteration 75Q: 3 clusters Score -1607868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1607867.875000 Penalty: 2885.411377
	Iteration 76Q: 3 clusters Score -1607868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1607866.500000 Penalty: 2885.411377
	Iteration 77Q: 3 clusters Score -1607866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1607866.500000 Penalty: 2885.411377
	Iteration 78F: 3 clusters Score -1607866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (20343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Entering Unmasked Estep 
Score: -2034256.000000 Penalty: 1476.169312
	Iteration 0F: 2 clusters Score -2034256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -2020889.250000 Penalty: 2952.338623
	Iteration 0F: 3 clusters Score -2020889 nChanged 8914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -2025696.875000 Penalty: 2952.338623
	Iteration 1F: 3 clusters Score -2025697 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -2026150.750000 Penalty: 2952.338623
	Iteration 2F: 3 clusters Score -2026151 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -2026508.500000 Penalty: 2952.338623
	Iteration 3Q: 3 clusters Score -2026508 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -2026837.000000 Penalty: 2952.338623
	Iteration 4Q: 3 clusters Score -2026837 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -2027173.250000 Penalty: 2952.338623
	Iteration 5Q: 3 clusters Score -2027173 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -2027589.125000 Penalty: 2952.338623
	Iteration 6Q: 3 clusters Score -2027589 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -2028090.500000 Penalty: 2952.338623
	Iteration 7Q: 3 clusters Score -2028090 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -2028683.625000 Penalty: 2952.338623
	Iteration 8Q: 3 clusters Score -2028684 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -2029368.750000 Penalty: 2952.338623
	Iteration 9F: 3 clusters Score -2029369 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -2030014.875000 Penalty: 2952.338623
	Iteration 10Q: 3 clusters Score -2030015 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -2030529.125000 Penalty: 2952.338623
	Iteration 11Q: 3 clusters Score -2030529 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -2030912.125000 Penalty: 2952.338623
	Iteration 12Q: 3 clusters Score -2030912 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -2031140.250000 Penalty: 2952.338623
	Iteration 13Q: 3 clusters Score -2031140 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -2031285.250000 Penalty: 2952.338623
	Iteration 14Q: 3 clusters Score -2031285 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -2031417.375000 Penalty: 2952.338623
	Iteration 15Q: 3 clusters Score -2031417 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -2031528.125000 Penalty: 2952.338623
	Iteration 16Q: 3 clusters Score -2031528 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -2031636.875000 Penalty: 2952.338623
	Iteration 17Q: 3 clusters Score -2031637 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -2031719.625000 Penalty: 2952.338623
	Iteration 18Q: 3 clusters Score -2031720 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -2031799.875000 Penalty: 2952.338623
	Iteration 19Q: 3 clusters Score -2031800 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -2031865.250000 Penalty: 2952.338623
	Iteration 20F: 3 clusters Score -2031865 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -2031931.250000 Penalty: 2952.338623
	Iteration 21Q: 3 clusters Score -2031931 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -2031970.250000 Penalty: 2952.338623
	Iteration 22Q: 3 clusters Score -2031970 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -2032006.500000 Penalty: 2952.338623
	Iteration 23Q: 3 clusters Score -2032006 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -2032036.125000 Penalty: 2952.338623
	Iteration 24Q: 3 clusters Score -2032036 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -2032063.625000 Penalty: 2952.338623
	Iteration 25Q: 3 clusters Score -2032064 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -2032075.375000 Penalty: 2952.338623
	Iteration 26Q: 3 clusters Score -2032075 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -2032092.125000 Penalty: 2952.338623
	Iteration 27Q: 3 clusters Score -2032092 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -2032107.500000 Penalty: 2952.338623
	Iteration 28Q: 3 clusters Score -2032108 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -2032118.625000 Penalty: 2952.338623
	Iteration 29Q: 3 clusters Score -2032119 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -2032131.250000 Penalty: 2952.338623
	Iteration 30Q: 3 clusters Score -2032131 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -2032144.000000 Penalty: 2952.338623
	Iteration 31Q: 3 clusters Score -2032144 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -2032156.625000 Penalty: 2952.338623
	Iteration 32Q: 3 clusters Score -2032157 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -2032166.125000 Penalty: 2952.338623
	Iteration 33Q: 3 clusters Score -2032166 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -2032175.750000 Penalty: 2952.338623
	Iteration 34Q: 3 clusters Score -2032176 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -2032195.750000 Penalty: 2952.338623
	Iteration 35Q: 3 clusters Score -2032196 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -2032201.500000 Penalty: 2952.338623
	Iteration 36Q: 3 clusters Score -2032202 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -2032210.125000 Penalty: 2952.338623
	Iteration 37Q: 3 clusters Score -2032210 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -2032216.750000 Penalty: 2952.338623
	Iteration 38Q: 3 clusters Score -2032217 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -2032224.125000 Penalty: 2952.338623
	Iteration 39Q: 3 clusters Score -2032224 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -2032236.000000 Penalty: 2952.338623
	Iteration 40F: 3 clusters Score -2032236 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -2032238.000000 Penalty: 2952.338623
	Iteration 41Q: 3 clusters Score -2032238 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -2032245.250000 Penalty: 2952.338623
	Iteration 42Q: 3 clusters Score -2032245 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -2032251.375000 Penalty: 2952.338623
	Iteration 43Q: 3 clusters Score -2032251 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -2032257.500000 Penalty: 2952.338623
	Iteration 44Q: 3 clusters Score -2032258 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -2032270.000000 Penalty: 2952.338623
	Iteration 45Q: 3 clusters Score -2032270 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -2032267.875000 Penalty: 2952.338623
	Iteration 46Q: 3 clusters Score -2032268 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -2032273.625000 Penalty: 2952.338623
	Iteration 47Q: 3 clusters Score -2032274 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -2032276.875000 Penalty: 2952.338623
	Iteration 48Q: 3 clusters Score -2032277 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -2032283.000000 Penalty: 2952.338623
	Iteration 49Q: 3 clusters Score -2032283 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -2032285.375000 Penalty: 2952.338623
	Iteration 50Q: 3 clusters Score -2032285 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -2032288.375000 Penalty: 2952.338623
	Iteration 51Q: 3 clusters Score -2032288 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -2032295.750000 Penalty: 2952.338623
	Iteration 52Q: 3 clusters Score -2032296 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -2032304.625000 Penalty: 2952.338623
	Iteration 53Q: 3 clusters Score -2032305 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -2032303.500000 Penalty: 2952.338623
	Iteration 54Q: 3 clusters Score -2032304 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -2032307.000000 Penalty: 2952.338623
	Iteration 55Q: 3 clusters Score -2032307 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -2032316.875000 Penalty: 2952.338623
	Iteration 56Q: 3 clusters Score -2032317 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -2032323.125000 Penalty: 2952.338623
	Iteration 57Q: 3 clusters Score -2032323 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -2032322.000000 Penalty: 2952.338623
	Iteration 58Q: 3 clusters Score -2032322 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -2032327.875000 Penalty: 2952.338623
	Iteration 59Q: 3 clusters Score -2032328 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -2032329.125000 Penalty: 2952.338623
	Iteration 60F: 3 clusters Score -2032329 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -2032334.250000 Penalty: 2952.338623
	Iteration 61Q: 3 clusters Score -2032334 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -2032338.125000 Penalty: 2952.338623
	Iteration 62Q: 3 clusters Score -2032338 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -2032340.125000 Penalty: 2952.338623
	Iteration 63Q: 3 clusters Score -2032340 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -2032348.125000 Penalty: 2952.338623
	Iteration 64Q: 3 clusters Score -2032348 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -2032351.500000 Penalty: 2952.338623
	Iteration 65Q: 3 clusters Score -2032352 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -2032353.875000 Penalty: 2952.338623
	Iteration 66Q: 3 clusters Score -2032354 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -2032358.250000 Penalty: 2952.338623
	Iteration 67Q: 3 clusters Score -2032358 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -2032361.875000 Penalty: 2952.338623
	Iteration 68Q: 3 clusters Score -2032362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -2032364.625000 Penalty: 2952.338623
	Iteration 69Q: 3 clusters Score -2032365 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -2032361.125000 Penalty: 2952.338623
	Iteration 70Q: 3 clusters Score -2032361 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -2032359.750000 Penalty: 2952.338623
	Iteration 71Q: 3 clusters Score -2032360 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -2032361.375000 Penalty: 2952.338623
	Iteration 72Q: 3 clusters Score -2032361 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -2032366.875000 Penalty: 2952.338623
	Iteration 73Q: 3 clusters Score -2032367 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -2032371.250000 Penalty: 2952.338623
	Iteration 74Q: 3 clusters Score -2032371 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -2032368.625000 Penalty: 2952.338623
	Iteration 75Q: 3 clusters Score -2032369 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -2032378.000000 Penalty: 2952.338623
	Iteration 76Q: 3 clusters Score -2032378 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -2032382.000000 Penalty: 2952.338623
	Iteration 77Q: 3 clusters Score -2032382 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -2032386.625000 Penalty: 2952.338623
	Iteration 78Q: 3 clusters Score -2032387 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -2032392.375000 Penalty: 2952.338623
	Iteration 79Q: 3 clusters Score -2032392 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -2032397.000000 Penalty: 2952.338623
	Iteration 80F: 3 clusters Score -2032397 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -2032399.625000 Penalty: 2952.338623
	Iteration 81Q: 3 clusters Score -2032400 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -2032403.750000 Penalty: 2952.338623
	Iteration 82Q: 3 clusters Score -2032404 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -2032409.500000 Penalty: 2952.338623
	Iteration 83Q: 3 clusters Score -2032410 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -2032408.500000 Penalty: 2952.338623
	Iteration 84Q: 3 clusters Score -2032408 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -2032412.750000 Penalty: 2952.338623
	Iteration 85Q: 3 clusters Score -2032413 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -2032421.375000 Penalty: 2952.338623
	Iteration 86Q: 3 clusters Score -2032421 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -2032423.875000 Penalty: 2952.338623
	Iteration 87Q: 3 clusters Score -2032424 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -2032421.875000 Penalty: 2952.338623
	Iteration 88Q: 3 clusters Score -2032422 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -2032424.875000 Penalty: 2952.338623
	Iteration 89Q: 3 clusters Score -2032425 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -2032429.125000 Penalty: 2952.338623
	Iteration 90Q: 3 clusters Score -2032429 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -2032437.375000 Penalty: 2952.338623
	Iteration 91Q: 3 clusters Score -2032437 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -2032447.625000 Penalty: 2952.338623
	Iteration 92Q: 3 clusters Score -2032448 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -2032449.250000 Penalty: 2952.338623
	Iteration 93Q: 3 clusters Score -2032449 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -2032456.500000 Penalty: 2952.338623
	Iteration 94Q: 3 clusters Score -2032456 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -2032469.000000 Penalty: 2952.338623
	Iteration 95Q: 3 clusters Score -2032469 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -2032489.125000 Penalty: 2952.338623
	Iteration 96Q: 3 clusters Score -2032489 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -2032494.750000 Penalty: 2952.338623
	Iteration 97Q: 3 clusters Score -2032495 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -2032504.750000 Penalty: 2952.338623
	Iteration 98Q: 3 clusters Score -2032505 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -2032510.000000 Penalty: 2952.338623
	Iteration 99Q: 3 clusters Score -2032510 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -2032512.750000 Penalty: 2952.338623
	Iteration 100F: 3 clusters Score -2032513 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -2032524.750000 Penalty: 2952.338623
	Iteration 101Q: 3 clusters Score -2032525 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -2032535.750000 Penalty: 2952.338623
	Iteration 102Q: 3 clusters Score -2032536 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -2032537.750000 Penalty: 2952.338623
	Iteration 103Q: 3 clusters Score -2032538 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -2032543.375000 Penalty: 2952.338623
	Iteration 104Q: 3 clusters Score -2032543 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -2032550.250000 Penalty: 2952.338623
	Iteration 105Q: 3 clusters Score -2032550 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -2032559.625000 Penalty: 2952.338623
	Iteration 106Q: 3 clusters Score -2032560 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -2032567.125000 Penalty: 2952.338623
	Iteration 107Q: 3 clusters Score -2032567 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -2032572.500000 Penalty: 2952.338623
	Iteration 108Q: 3 clusters Score -2032572 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -2032580.000000 Penalty: 2952.338623
	Iteration 109Q: 3 clusters Score -2032580 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -2032589.875000 Penalty: 2952.338623
	Iteration 110Q: 3 clusters Score -2032590 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -2032599.625000 Penalty: 2952.338623
	Iteration 111Q: 3 clusters Score -2032600 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -2032610.250000 Penalty: 2952.338623
	Iteration 112Q: 3 clusters Score -2032610 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -2032623.875000 Penalty: 2952.338623
	Iteration 113Q: 3 clusters Score -2032624 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -2032631.250000 Penalty: 2952.338623
	Iteration 114Q: 3 clusters Score -2032631 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -2032651.875000 Penalty: 2952.338623
	Iteration 115Q: 3 clusters Score -2032652 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -2032664.500000 Penalty: 2952.338623
	Iteration 116Q: 3 clusters Score -2032664 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -2032681.875000 Penalty: 2952.338623
	Iteration 117Q: 3 clusters Score -2032682 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -2032698.625000 Penalty: 2952.338623
	Iteration 118Q: 3 clusters Score -2032699 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -2032719.875000 Penalty: 2952.338623
	Iteration 119Q: 3 clusters Score -2032720 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -2032736.375000 Penalty: 2952.338623
	Iteration 120F: 3 clusters Score -2032736 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -2032752.250000 Penalty: 2952.338623
	Iteration 121Q: 3 clusters Score -2032752 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -2032759.375000 Penalty: 2952.338623
	Iteration 122Q: 3 clusters Score -2032759 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -2032772.375000 Penalty: 2952.338623
	Iteration 123Q: 3 clusters Score -2032772 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -2032787.625000 Penalty: 2952.338623
	Iteration 124Q: 3 clusters Score -2032788 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -2032802.250000 Penalty: 2952.338623
	Iteration 125Q: 3 clusters Score -2032802 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -2032817.250000 Penalty: 2952.338623
	Iteration 126Q: 3 clusters Score -2032817 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -2032830.125000 Penalty: 2952.338623
	Iteration 127Q: 3 clusters Score -2032830 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -2032845.250000 Penalty: 2952.338623
	Iteration 128Q: 3 clusters Score -2032845 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -2032856.875000 Penalty: 2952.338623
	Iteration 129Q: 3 clusters Score -2032857 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -2032872.250000 Penalty: 2952.338623
	Iteration 130Q: 3 clusters Score -2032872 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -2032907.750000 Penalty: 2952.338623
	Iteration 131Q: 3 clusters Score -2032908 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -2032925.500000 Penalty: 2952.338623
	Iteration 132Q: 3 clusters Score -2032926 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -2032943.625000 Penalty: 2952.338623
	Iteration 133Q: 3 clusters Score -2032944 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -2032962.500000 Penalty: 2952.338623
	Iteration 134Q: 3 clusters Score -2032962 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -2032981.000000 Penalty: 2952.338623
	Iteration 135Q: 3 clusters Score -2032981 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -2032996.375000 Penalty: 2952.338623
	Iteration 136Q: 3 clusters Score -2032996 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -2033009.875000 Penalty: 2952.338623
	Iteration 137Q: 3 clusters Score -2033010 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -2033034.000000 Penalty: 2952.338623
	Iteration 138Q: 3 clusters Score -2033034 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -2033054.125000 Penalty: 2952.338623
	Iteration 139Q: 3 clusters Score -2033054 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -2033071.000000 Penalty: 2952.338623
	Iteration 140F: 3 clusters Score -2033071 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -2033078.625000 Penalty: 2952.338623
	Iteration 141Q: 3 clusters Score -2033079 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -2033091.250000 Penalty: 2952.338623
	Iteration 142Q: 3 clusters Score -2033091 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -2033105.125000 Penalty: 2952.338623
	Iteration 143Q: 3 clusters Score -2033105 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -2033119.625000 Penalty: 2952.338623
	Iteration 144Q: 3 clusters Score -2033120 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -2033129.125000 Penalty: 2952.338623
	Iteration 145Q: 3 clusters Score -2033129 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -2033136.625000 Penalty: 2952.338623
	Iteration 146Q: 3 clusters Score -2033137 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -2033143.375000 Penalty: 2952.338623
	Iteration 147Q: 3 clusters Score -2033143 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -2033147.625000 Penalty: 2952.338623
	Iteration 148Q: 3 clusters Score -2033148 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -2033149.750000 Penalty: 2952.338623
	Iteration 149Q: 3 clusters Score -2033150 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -2033157.625000 Penalty: 2952.338623
	Iteration 150Q: 3 clusters Score -2033158 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -2033162.125000 Penalty: 2952.338623
	Iteration 151Q: 3 clusters Score -2033162 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -2033167.875000 Penalty: 2952.338623
	Iteration 152Q: 3 clusters Score -2033168 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -2033172.250000 Penalty: 2952.338623
	Iteration 153Q: 3 clusters Score -2033172 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -2033179.000000 Penalty: 2952.338623
	Iteration 154Q: 3 clusters Score -2033179 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -2033186.625000 Penalty: 2952.338623
	Iteration 155Q: 3 clusters Score -2033187 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -2033187.500000 Penalty: 2952.338623
	Iteration 156Q: 3 clusters Score -2033188 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -2033193.500000 Penalty: 2952.338623
	Iteration 157Q: 3 clusters Score -2033194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -2033193.875000 Penalty: 2952.338623
	Iteration 158Q: 3 clusters Score -2033194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -2033198.625000 Penalty: 2952.338623
	Iteration 159Q: 3 clusters Score -2033199 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -2033199.750000 Penalty: 2952.338623
	Iteration 160F: 3 clusters Score -2033200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -2033199.500000 Penalty: 2952.338623
	Iteration 161Q: 3 clusters Score -2033200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -2033200.500000 Penalty: 2952.338623
	Iteration 162Q: 3 clusters Score -2033200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -2033200.250000 Penalty: 2952.338623
	Iteration 163Q: 3 clusters Score -2033200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -2033205.375000 Penalty: 2952.338623
	Iteration 164Q: 3 clusters Score -2033205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -2033208.375000 Penalty: 2952.338623
	Iteration 165Q: 3 clusters Score -2033208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -2033209.250000 Penalty: 2952.338623
	Iteration 166Q: 3 clusters Score -2033209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -2033214.500000 Penalty: 2952.338623
	Iteration 167Q: 3 clusters Score -2033214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -2033211.500000 Penalty: 2952.338623
	Iteration 168Q: 3 clusters Score -2033212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -2033211.750000 Penalty: 2952.338623
	Iteration 169Q: 3 clusters Score -2033212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -2033214.500000 Penalty: 2952.338623
	Iteration 170Q: 3 clusters Score -2033214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -2033210.875000 Penalty: 2952.338623
	Iteration 171Q: 3 clusters Score -2033211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -2033214.500000 Penalty: 2952.338623
	Iteration 172Q: 3 clusters Score -2033214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -2033211.500000 Penalty: 2952.338623
	Iteration 173Q: 3 clusters Score -2033212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -2033211.500000 Penalty: 2952.338623
	Iteration 174F: 3 clusters Score -2033212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Entering Unmasked Estep 
Score: -885775.812500 Penalty: 1357.378174
	Iteration 0F: 2 clusters Score -885775.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -879570.062500 Penalty: 2714.756348
	Iteration 0F: 3 clusters Score -879570.1 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -881601.625000 Penalty: 2714.756348
	Iteration 1F: 3 clusters Score -881601.6 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -881898.062500 Penalty: 2714.756348
	Iteration 2F: 3 clusters Score -881898.1 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -882118.937500 Penalty: 2714.756348
	Iteration 3F: 3 clusters Score -882118.9 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -882286.812500 Penalty: 2714.756348
	Iteration 4Q: 3 clusters Score -882286.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -882416.375000 Penalty: 2714.756348
	Iteration 5Q: 3 clusters Score -882416.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -882534.062500 Penalty: 2714.756348
	Iteration 6Q: 3 clusters Score -882534.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -882659.750000 Penalty: 2714.756348
	Iteration 7Q: 3 clusters Score -882659.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -882788.562500 Penalty: 2714.756348
	Iteration 8Q: 3 clusters Score -882788.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -882938.937500 Penalty: 2714.756348
	Iteration 9Q: 3 clusters Score -882938.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -883110.812500 Penalty: 2714.756348
	Iteration 10Q: 3 clusters Score -883110.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -883287.812500 Penalty: 2714.756348
	Iteration 11Q: 3 clusters Score -883287.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -883434.812500 Penalty: 2714.756348
	Iteration 12Q: 3 clusters Score -883434.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -883545.187500 Penalty: 2714.756348
	Iteration 13Q: 3 clusters Score -883545.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -883653.500000 Penalty: 2714.756348
	Iteration 14Q: 3 clusters Score -883653.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -883757.187500 Penalty: 2714.756348
	Iteration 15Q: 3 clusters Score -883757.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -883847.937500 Penalty: 2714.756348
	Iteration 16Q: 3 clusters Score -883847.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -883926.750000 Penalty: 2714.756348
	Iteration 17Q: 3 clusters Score -883926.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -884009.812500 Penalty: 2714.756348
	Iteration 18Q: 3 clusters Score -884009.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -884114.250000 Penalty: 2714.756348
	Iteration 19Q: 3 clusters Score -884114.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -884198.625000 Penalty: 2714.756348
	Iteration 20F: 3 clusters Score -884198.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -884270.625000 Penalty: 2714.756348
	Iteration 21Q: 3 clusters Score -884270.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -884324.500000 Penalty: 2714.756348
	Iteration 22Q: 3 clusters Score -884324.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -884378.437500 Penalty: 2714.756348
	Iteration 23Q: 3 clusters Score -884378.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -884425.875000 Penalty: 2714.756348
	Iteration 24Q: 3 clusters Score -884425.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -884474.375000 Penalty: 2714.756348
	Iteration 25Q: 3 clusters Score -884474.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -884510.062500 Penalty: 2714.756348
	Iteration 26Q: 3 clusters Score -884510.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -884531.750000 Penalty: 2714.756348
	Iteration 27Q: 3 clusters Score -884531.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -884554.750000 Penalty: 2714.756348
	Iteration 28Q: 3 clusters Score -884554.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -884573.062500 Penalty: 2714.756348
	Iteration 29Q: 3 clusters Score -884573.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -884590.937500 Penalty: 2714.756348
	Iteration 30Q: 3 clusters Score -884590.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -884601.062500 Penalty: 2714.756348
	Iteration 31Q: 3 clusters Score -884601.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -884609.937500 Penalty: 2714.756348
	Iteration 32Q: 3 clusters Score -884609.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -884612.562500 Penalty: 2714.756348
	Iteration 33Q: 3 clusters Score -884612.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -884616.562500 Penalty: 2714.756348
	Iteration 34Q: 3 clusters Score -884616.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -884617.437500 Penalty: 2714.756348
	Iteration 35Q: 3 clusters Score -884617.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -884619.750000 Penalty: 2714.756348
	Iteration 36Q: 3 clusters Score -884619.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -884623.750000 Penalty: 2714.756348
	Iteration 37Q: 3 clusters Score -884623.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -884629.000000 Penalty: 2714.756348
	Iteration 38Q: 3 clusters Score -884629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -884632.812500 Penalty: 2714.756348
	Iteration 39Q: 3 clusters Score -884632.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -884640.312500 Penalty: 2714.756348
	Iteration 40F: 3 clusters Score -884640.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -884644.875000 Penalty: 2714.756348
	Iteration 41Q: 3 clusters Score -884644.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -884656.687500 Penalty: 2714.756348
	Iteration 42Q: 3 clusters Score -884656.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -884661.125000 Penalty: 2714.756348
	Iteration 43Q: 3 clusters Score -884661.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -884666.312500 Penalty: 2714.756348
	Iteration 44Q: 3 clusters Score -884666.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -884669.250000 Penalty: 2714.756348
	Iteration 45Q: 3 clusters Score -884669.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -884672.937500 Penalty: 2714.756348
	Iteration 46Q: 3 clusters Score -884672.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -884677.312500 Penalty: 2714.756348
	Iteration 47Q: 3 clusters Score -884677.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -884679.562500 Penalty: 2714.756348
	Iteration 48Q: 3 clusters Score -884679.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -884685.750000 Penalty: 2714.756348
	Iteration 49Q: 3 clusters Score -884685.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -884688.375000 Penalty: 2714.756348
	Iteration 50Q: 3 clusters Score -884688.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -884693.812500 Penalty: 2714.756348
	Iteration 51Q: 3 clusters Score -884693.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -884700.250000 Penalty: 2714.756348
	Iteration 52Q: 3 clusters Score -884700.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -884705.812500 Penalty: 2714.756348
	Iteration 53Q: 3 clusters Score -884705.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -884710.312500 Penalty: 2714.756348
	Iteration 54Q: 3 clusters Score -884710.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -884715.500000 Penalty: 2714.756348
	Iteration 55Q: 3 clusters Score -884715.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -884721.625000 Penalty: 2714.756348
	Iteration 56Q: 3 clusters Score -884721.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -884730.375000 Penalty: 2714.756348
	Iteration 57Q: 3 clusters Score -884730.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -884739.625000 Penalty: 2714.756348
	Iteration 58Q: 3 clusters Score -884739.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -884750.125000 Penalty: 2714.756348
	Iteration 59Q: 3 clusters Score -884750.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -884754.875000 Penalty: 2714.756348
	Iteration 60F: 3 clusters Score -884754.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -884761.562500 Penalty: 2714.756348
	Iteration 61Q: 3 clusters Score -884761.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -884770.625000 Penalty: 2714.756348
	Iteration 62Q: 3 clusters Score -884770.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -884777.625000 Penalty: 2714.756348
	Iteration 63Q: 3 clusters Score -884777.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -884784.312500 Penalty: 2714.756348
	Iteration 64Q: 3 clusters Score -884784.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -884790.000000 Penalty: 2714.756348
	Iteration 65Q: 3 clusters Score -884790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -884795.375000 Penalty: 2714.756348
	Iteration 66Q: 3 clusters Score -884795.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -884798.312500 Penalty: 2714.756348
	Iteration 67Q: 3 clusters Score -884798.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -884801.187500 Penalty: 2714.756348
	Iteration 68Q: 3 clusters Score -884801.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -884802.187500 Penalty: 2714.756348
	Iteration 69Q: 3 clusters Score -884802.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -884804.500000 Penalty: 2714.756348
	Iteration 70Q: 3 clusters Score -884804.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -884805.812500 Penalty: 2714.756348
	Iteration 71Q: 3 clusters Score -884805.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -884807.125000 Penalty: 2714.756348
	Iteration 72Q: 3 clusters Score -884807.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -884807.562500 Penalty: 2714.756348
	Iteration 73Q: 3 clusters Score -884807.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -884807.562500 Penalty: 2714.756348
	Iteration 74F: 3 clusters Score -884807.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Entering Unmasked Estep 
Score: -125600.523438 Penalty: 1057.341064
	Iteration 0F: 2 clusters Score -125600.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -124246.796875 Penalty: 2114.682129
	Iteration 0F: 3 clusters Score -124246.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -124588.968750 Penalty: 2114.682129
	Iteration 1F: 3 clusters Score -124589 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -124694.414062 Penalty: 2114.682129
	Iteration 2F: 3 clusters Score -124694.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -124753.960938 Penalty: 2114.682129
	Iteration 3Q: 3 clusters Score -124754 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -124792.554688 Penalty: 2114.682129
	Iteration 4Q: 3 clusters Score -124792.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -124817.046875 Penalty: 2114.682129
	Iteration 5Q: 3 clusters Score -124817 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -124838.218750 Penalty: 2114.682129
	Iteration 6Q: 3 clusters Score -124838.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -124853.210938 Penalty: 2114.682129
	Iteration 7Q: 3 clusters Score -124853.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -124869.968750 Penalty: 2114.682129
	Iteration 8Q: 3 clusters Score -124870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -124885.054688 Penalty: 2114.682129
	Iteration 9Q: 3 clusters Score -124885.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -124895.890625 Penalty: 2114.682129
	Iteration 10Q: 3 clusters Score -124895.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -124901.023438 Penalty: 2114.682129
	Iteration 11Q: 3 clusters Score -124901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -124905.773438 Penalty: 2114.682129
	Iteration 12Q: 3 clusters Score -124905.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -124907.265625 Penalty: 2114.682129
	Iteration 13Q: 3 clusters Score -124907.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -124910.031250 Penalty: 2114.682129
	Iteration 14Q: 3 clusters Score -124910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -124910.687500 Penalty: 2114.682129
	Iteration 15Q: 3 clusters Score -124910.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -124912.164062 Penalty: 2114.682129
	Iteration 16Q: 3 clusters Score -124912.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -124912.929688 Penalty: 2114.682129
	Iteration 17Q: 3 clusters Score -124912.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -124912.929688 Penalty: 2114.682129
	Iteration 18F: 3 clusters Score -124912.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (37798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37798 members 
Entering Unmasked Estep 
Score: -3903500.500000 Penalty: 1568.353760
	Iteration 0F: 2 clusters Score -3903500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -3879037.750000 Penalty: 3136.707520
	Iteration 0F: 3 clusters Score -3879038 nChanged 17213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -3888628.500000 Penalty: 3136.707520
	Iteration 1F: 3 clusters Score -3888628 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -3889316.750000 Penalty: 3136.707520
	Iteration 2Q: 3 clusters Score -3889317 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -3890098.000000 Penalty: 3136.707520
	Iteration 3Q: 3 clusters Score -3890098 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -3891096.250000 Penalty: 3136.707520
	Iteration 4F: 3 clusters Score -3891096 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -3892359.250000 Penalty: 3136.707520
	Iteration 5F: 3 clusters Score -3892359 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -3893736.250000 Penalty: 3136.707520
	Iteration 6F: 3 clusters Score -3893736 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -3895093.000000 Penalty: 3136.707520
	Iteration 7F: 3 clusters Score -3895093 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -3896306.000000 Penalty: 3136.707520
	Iteration 8F: 3 clusters Score -3896306 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26610 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -3897251.250000 Penalty: 3136.707520
	Iteration 9Q: 3 clusters Score -3897251 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27330 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -3897956.750000 Penalty: 3136.707520
	Iteration 10Q: 3 clusters Score -3897957 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27899 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -3898463.500000 Penalty: 3136.707520
	Iteration 11Q: 3 clusters Score -3898464 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28429 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -3898942.000000 Penalty: 3136.707520
	Iteration 12Q: 3 clusters Score -3898942 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28906 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -3899317.000000 Penalty: 3136.707520
	Iteration 13Q: 3 clusters Score -3899317 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29323 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -3899594.250000 Penalty: 3136.707520
	Iteration 14Q: 3 clusters Score -3899594 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29684 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -3899763.000000 Penalty: 3136.707520
	Iteration 15Q: 3 clusters Score -3899763 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30015 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -3899894.250000 Penalty: 3136.707520
	Iteration 16Q: 3 clusters Score -3899894 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30358 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -3899997.250000 Penalty: 3136.707520
	Iteration 17Q: 3 clusters Score -3899997 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30683 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -3900107.750000 Penalty: 3136.707520
	Iteration 18Q: 3 clusters Score -3900108 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30998 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -3900208.000000 Penalty: 3136.707520
	Iteration 19Q: 3 clusters Score -3900208 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31303 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -3900307.750000 Penalty: 3136.707520
	Iteration 20F: 3 clusters Score -3900308 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31614 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -3900399.750000 Penalty: 3136.707520
	Iteration 21Q: 3 clusters Score -3900400 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31926 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -3900513.250000 Penalty: 3136.707520
	Iteration 22Q: 3 clusters Score -3900513 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32233 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -3900602.000000 Penalty: 3136.707520
	Iteration 23Q: 3 clusters Score -3900602 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32508 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -3900688.500000 Penalty: 3136.707520
	Iteration 24Q: 3 clusters Score -3900688 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32768 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -3900776.250000 Penalty: 3136.707520
	Iteration 25Q: 3 clusters Score -3900776 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -3900876.750000 Penalty: 3136.707520
	Iteration 26Q: 3 clusters Score -3900877 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33287 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -3900957.250000 Penalty: 3136.707520
	Iteration 27Q: 3 clusters Score -3900957 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33508 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -3901030.750000 Penalty: 3136.707520
	Iteration 28Q: 3 clusters Score -3901031 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33694 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -3901104.250000 Penalty: 3136.707520
	Iteration 29Q: 3 clusters Score -3901104 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33891 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -3901181.750000 Penalty: 3136.707520
	Iteration 30Q: 3 clusters Score -3901182 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34074 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -3901257.500000 Penalty: 3136.707520
	Iteration 31Q: 3 clusters Score -3901258 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34251 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -3901319.000000 Penalty: 3136.707520
	Iteration 32Q: 3 clusters Score -3901319 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34427 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -3901392.000000 Penalty: 3136.707520
	Iteration 33Q: 3 clusters Score -3901392 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34607 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -3901463.000000 Penalty: 3136.707520
	Iteration 34Q: 3 clusters Score -3901463 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34773 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -3901520.500000 Penalty: 3136.707520
	Iteration 35Q: 3 clusters Score -3901520 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34927 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -3901589.250000 Penalty: 3136.707520
	Iteration 36Q: 3 clusters Score -3901589 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35073 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -3901649.000000 Penalty: 3136.707520
	Iteration 37Q: 3 clusters Score -3901649 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35220 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -3901700.750000 Penalty: 3136.707520
	Iteration 38Q: 3 clusters Score -3901701 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35354 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -3901742.250000 Penalty: 3136.707520
	Iteration 39Q: 3 clusters Score -3901742 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35478 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -3901785.750000 Penalty: 3136.707520
	Iteration 40F: 3 clusters Score -3901786 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35594 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -3901824.750000 Penalty: 3136.707520
	Iteration 41Q: 3 clusters Score -3901825 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35694 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -3901868.000000 Penalty: 3136.707520
	Iteration 42Q: 3 clusters Score -3901868 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35790 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -3901905.250000 Penalty: 3136.707520
	Iteration 43Q: 3 clusters Score -3901905 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35876 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -3901935.250000 Penalty: 3136.707520
	Iteration 44Q: 3 clusters Score -3901935 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35939 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -3901962.750000 Penalty: 3136.707520
	Iteration 45Q: 3 clusters Score -3901963 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36000 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -3901988.000000 Penalty: 3136.707520
	Iteration 46Q: 3 clusters Score -3901988 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36068 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -3902022.000000 Penalty: 3136.707520
	Iteration 47Q: 3 clusters Score -3902022 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36125 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -3902051.750000 Penalty: 3136.707520
	Iteration 48Q: 3 clusters Score -3902052 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36174 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -3902070.000000 Penalty: 3136.707520
	Iteration 49Q: 3 clusters Score -3902070 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36215 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -3902084.500000 Penalty: 3136.707520
	Iteration 50Q: 3 clusters Score -3902084 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36263 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -3902106.500000 Penalty: 3136.707520
	Iteration 51Q: 3 clusters Score -3902106 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36302 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -3902119.000000 Penalty: 3136.707520
	Iteration 52Q: 3 clusters Score -3902119 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36342 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -3902126.750000 Penalty: 3136.707520
	Iteration 53Q: 3 clusters Score -3902127 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36371 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -3902138.000000 Penalty: 3136.707520
	Iteration 54Q: 3 clusters Score -3902138 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36407 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -3902152.500000 Penalty: 3136.707520
	Iteration 55Q: 3 clusters Score -3902152 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36430 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -3902168.250000 Penalty: 3136.707520
	Iteration 56Q: 3 clusters Score -3902168 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36453 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -3902169.000000 Penalty: 3136.707520
	Iteration 57Q: 3 clusters Score -3902169 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36474 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -3902177.250000 Penalty: 3136.707520
	Iteration 58Q: 3 clusters Score -3902177 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36497 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -3902179.250000 Penalty: 3136.707520
	Iteration 59Q: 3 clusters Score -3902179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36504 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3902181.250000 Penalty: 3136.707520
	Iteration 60F: 3 clusters Score -3902181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36510 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -3902189.250000 Penalty: 3136.707520
	Iteration 61Q: 3 clusters Score -3902189 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36522 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -3902190.500000 Penalty: 3136.707520
	Iteration 62Q: 3 clusters Score -3902190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36529 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -3902195.000000 Penalty: 3136.707520
	Iteration 63Q: 3 clusters Score -3902195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36530 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -3902196.500000 Penalty: 3136.707520
	Iteration 64Q: 3 clusters Score -3902196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36535 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -3902200.000000 Penalty: 3136.707520
	Iteration 65Q: 3 clusters Score -3902200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36539 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -3902204.750000 Penalty: 3136.707520
	Iteration 66Q: 3 clusters Score -3902205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36546 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -3902208.750000 Penalty: 3136.707520
	Iteration 67Q: 3 clusters Score -3902209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36549 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -3902213.250000 Penalty: 3136.707520
	Iteration 68Q: 3 clusters Score -3902213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36553 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -3902214.500000 Penalty: 3136.707520
	Iteration 69Q: 3 clusters Score -3902214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36555 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -3902219.750000 Penalty: 3136.707520
	Iteration 70Q: 3 clusters Score -3902220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36557 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -3902216.500000 Penalty: 3136.707520
	Iteration 71Q: 3 clusters Score -3902216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36559 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -3902217.750000 Penalty: 3136.707520
	Iteration 72Q: 3 clusters Score -3902218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36561 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -3902221.500000 Penalty: 3136.707520
	Iteration 73Q: 3 clusters Score -3902222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36562 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -3902220.500000 Penalty: 3136.707520
	Iteration 74Q: 3 clusters Score -3902220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36562 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -3902220.500000 Penalty: 3136.707520
	Iteration 75F: 3 clusters Score -3902220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Entering Unmasked Estep 
Score: -527397.687500 Penalty: 1268.603149
	Iteration 0F: 2 clusters Score -527397.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -523692.750000 Penalty: 2537.206299
	Iteration 0F: 3 clusters Score -523692.8 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -524713.062500 Penalty: 2537.206299
	Iteration 1F: 3 clusters Score -524713.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -524950.500000 Penalty: 2537.206299
	Iteration 2F: 3 clusters Score -524950.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -525085.250000 Penalty: 2537.206299
	Iteration 3F: 3 clusters Score -525085.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -525184.562500 Penalty: 2537.206299
	Iteration 4Q: 3 clusters Score -525184.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -525253.437500 Penalty: 2537.206299
	Iteration 5Q: 3 clusters Score -525253.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -525300.687500 Penalty: 2537.206299
	Iteration 6Q: 3 clusters Score -525300.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -525337.500000 Penalty: 2537.206299
	Iteration 7Q: 3 clusters Score -525337.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -525368.562500 Penalty: 2537.206299
	Iteration 8Q: 3 clusters Score -525368.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -525401.312500 Penalty: 2537.206299
	Iteration 9Q: 3 clusters Score -525401.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -525434.500000 Penalty: 2537.206299
	Iteration 10Q: 3 clusters Score -525434.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -525468.062500 Penalty: 2537.206299
	Iteration 11Q: 3 clusters Score -525468.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -525514.312500 Penalty: 2537.206299
	Iteration 12Q: 3 clusters Score -525514.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -525555.937500 Penalty: 2537.206299
	Iteration 13Q: 3 clusters Score -525555.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -525595.562500 Penalty: 2537.206299
	Iteration 14Q: 3 clusters Score -525595.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -525647.500000 Penalty: 2537.206299
	Iteration 15Q: 3 clusters Score -525647.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -525698.062500 Penalty: 2537.206299
	Iteration 16Q: 3 clusters Score -525698.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -525748.500000 Penalty: 2537.206299
	Iteration 17Q: 3 clusters Score -525748.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -525809.875000 Penalty: 2537.206299
	Iteration 18Q: 3 clusters Score -525809.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -525870.187500 Penalty: 2537.206299
	Iteration 19Q: 3 clusters Score -525870.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -525933.062500 Penalty: 2537.206299
	Iteration 20F: 3 clusters Score -525933.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -525995.875000 Penalty: 2537.206299
	Iteration 21Q: 3 clusters Score -525995.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -526056.312500 Penalty: 2537.206299
	Iteration 22Q: 3 clusters Score -526056.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -526118.375000 Penalty: 2537.206299
	Iteration 23Q: 3 clusters Score -526118.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -526169.187500 Penalty: 2537.206299
	Iteration 24Q: 3 clusters Score -526169.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -526215.937500 Penalty: 2537.206299
	Iteration 25Q: 3 clusters Score -526215.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -526253.250000 Penalty: 2537.206299
	Iteration 26Q: 3 clusters Score -526253.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -526280.062500 Penalty: 2537.206299
	Iteration 27Q: 3 clusters Score -526280.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -526305.500000 Penalty: 2537.206299
	Iteration 28Q: 3 clusters Score -526305.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -526321.250000 Penalty: 2537.206299
	Iteration 29Q: 3 clusters Score -526321.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -526340.250000 Penalty: 2537.206299
	Iteration 30Q: 3 clusters Score -526340.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -526356.125000 Penalty: 2537.206299
	Iteration 31Q: 3 clusters Score -526356.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -526366.187500 Penalty: 2537.206299
	Iteration 32Q: 3 clusters Score -526366.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -526376.750000 Penalty: 2537.206299
	Iteration 33Q: 3 clusters Score -526376.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -526385.125000 Penalty: 2537.206299
	Iteration 34Q: 3 clusters Score -526385.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -526392.000000 Penalty: 2537.206299
	Iteration 35Q: 3 clusters Score -526392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -526394.812500 Penalty: 2537.206299
	Iteration 36Q: 3 clusters Score -526394.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -526396.375000 Penalty: 2537.206299
	Iteration 37Q: 3 clusters Score -526396.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -526398.187500 Penalty: 2537.206299
	Iteration 38Q: 3 clusters Score -526398.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -526400.312500 Penalty: 2537.206299
	Iteration 39Q: 3 clusters Score -526400.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -526401.812500 Penalty: 2537.206299
	Iteration 40F: 3 clusters Score -526401.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -526402.875000 Penalty: 2537.206299
	Iteration 41Q: 3 clusters Score -526402.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -526403.687500 Penalty: 2537.206299
	Iteration 42Q: 3 clusters Score -526403.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -526403.687500 Penalty: 2537.206299
	Iteration 43F: 3 clusters Score -526403.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Entering Unmasked Estep 
Score: -1216789.500000 Penalty: 1392.339722
	Iteration 0F: 2 clusters Score -1216790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1209108.500000 Penalty: 2784.679443
	Iteration 0F: 3 clusters Score -1209108 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1211733.125000 Penalty: 2784.679443
	Iteration 1F: 3 clusters Score -1211733 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1212041.125000 Penalty: 2784.679443
	Iteration 2F: 3 clusters Score -1212041 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1212251.375000 Penalty: 2784.679443
	Iteration 3Q: 3 clusters Score -1212251 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1212385.625000 Penalty: 2784.679443
	Iteration 4Q: 3 clusters Score -1212386 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1212478.625000 Penalty: 2784.679443
	Iteration 5Q: 3 clusters Score -1212479 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1212558.375000 Penalty: 2784.679443
	Iteration 6Q: 3 clusters Score -1212558 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1212657.375000 Penalty: 2784.679443
	Iteration 7Q: 3 clusters Score -1212657 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1212756.625000 Penalty: 2784.679443
	Iteration 8Q: 3 clusters Score -1212757 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1212858.625000 Penalty: 2784.679443
	Iteration 9Q: 3 clusters Score -1212859 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1212958.250000 Penalty: 2784.679443
	Iteration 10Q: 3 clusters Score -1212958 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1213075.125000 Penalty: 2784.679443
	Iteration 11Q: 3 clusters Score -1213075 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1213209.750000 Penalty: 2784.679443
	Iteration 12Q: 3 clusters Score -1213210 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1213352.500000 Penalty: 2784.679443
	Iteration 13Q: 3 clusters Score -1213352 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1213531.500000 Penalty: 2784.679443
	Iteration 14Q: 3 clusters Score -1213532 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1213744.250000 Penalty: 2784.679443
	Iteration 15Q: 3 clusters Score -1213744 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1213960.625000 Penalty: 2784.679443
	Iteration 16Q: 3 clusters Score -1213961 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1214194.125000 Penalty: 2784.679443
	Iteration 17Q: 3 clusters Score -1214194 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1214408.500000 Penalty: 2784.679443
	Iteration 18Q: 3 clusters Score -1214408 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1214624.125000 Penalty: 2784.679443
	Iteration 19Q: 3 clusters Score -1214624 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1214858.375000 Penalty: 2784.679443
	Iteration 20F: 3 clusters Score -1214858 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1215043.500000 Penalty: 2784.679443
	Iteration 21Q: 3 clusters Score -1215044 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1215173.500000 Penalty: 2784.679443
	Iteration 22Q: 3 clusters Score -1215174 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1215268.875000 Penalty: 2784.679443
	Iteration 23Q: 3 clusters Score -1215269 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1215349.250000 Penalty: 2784.679443
	Iteration 24Q: 3 clusters Score -1215349 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1215406.250000 Penalty: 2784.679443
	Iteration 25Q: 3 clusters Score -1215406 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1215457.250000 Penalty: 2784.679443
	Iteration 26Q: 3 clusters Score -1215457 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1215506.125000 Penalty: 2784.679443
	Iteration 27Q: 3 clusters Score -1215506 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1215541.875000 Penalty: 2784.679443
	Iteration 28Q: 3 clusters Score -1215542 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1215567.125000 Penalty: 2784.679443
	Iteration 29Q: 3 clusters Score -1215567 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1215605.625000 Penalty: 2784.679443
	Iteration 30Q: 3 clusters Score -1215606 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1215643.000000 Penalty: 2784.679443
	Iteration 31Q: 3 clusters Score -1215643 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1215681.375000 Penalty: 2784.679443
	Iteration 32Q: 3 clusters Score -1215681 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1215697.250000 Penalty: 2784.679443
	Iteration 33Q: 3 clusters Score -1215697 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1215713.750000 Penalty: 2784.679443
	Iteration 34Q: 3 clusters Score -1215714 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1215731.500000 Penalty: 2784.679443
	Iteration 35Q: 3 clusters Score -1215732 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1215738.750000 Penalty: 2784.679443
	Iteration 36Q: 3 clusters Score -1215739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1215740.625000 Penalty: 2784.679443
	Iteration 37Q: 3 clusters Score -1215741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1215743.125000 Penalty: 2784.679443
	Iteration 38Q: 3 clusters Score -1215743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1215748.500000 Penalty: 2784.679443
	Iteration 39Q: 3 clusters Score -1215748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1215752.625000 Penalty: 2784.679443
	Iteration 40F: 3 clusters Score -1215753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1215755.125000 Penalty: 2784.679443
	Iteration 41Q: 3 clusters Score -1215755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1215754.500000 Penalty: 2784.679443
	Iteration 42Q: 3 clusters Score -1215754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1215754.375000 Penalty: 2784.679443
	Iteration 43Q: 3 clusters Score -1215754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1215754.375000 Penalty: 2784.679443
	Iteration 44F: 3 clusters Score -1215754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (48410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48410 members 
Entering Unmasked Estep 
Score: -4841443.500000 Penalty: 1605.174316
	Iteration 0F: 2 clusters Score -4841444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -4809924.000000 Penalty: 3210.348633
	Iteration 0F: 3 clusters Score -4809924 nChanged 22326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -4822431.500000 Penalty: 3210.348633
	Iteration 1F: 3 clusters Score -4822432 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24186 members 
Mstep: Class 2 contains 24224 members 
Entering Unmasked Estep 
Score: -4823058.000000 Penalty: 3210.348633
	Iteration 2Q: 3 clusters Score -4823058 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 24264 members 
Entering Unmasked Estep 
Score: -4823688.000000 Penalty: 3210.348633
	Iteration 3Q: 3 clusters Score -4823688 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24154 members 
Mstep: Class 2 contains 24256 members 
Entering Unmasked Estep 
Score: -4824360.500000 Penalty: 3210.348633
	Iteration 4Q: 3 clusters Score -4824360 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24154 members 
Mstep: Class 2 contains 24256 members 
Entering Unmasked Estep 
Score: -4825140.000000 Penalty: 3210.348633
	Iteration 5Q: 3 clusters Score -4825140 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 24281 members 
Entering Unmasked Estep 
Score: -4826091.500000 Penalty: 3210.348633
	Iteration 6Q: 3 clusters Score -4826092 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 24267 members 
Entering Unmasked Estep 
Score: -4827222.500000 Penalty: 3210.348633
	Iteration 7Q: 3 clusters Score -4827222 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24186 members 
Mstep: Class 2 contains 24224 members 
Entering Unmasked Estep 
Score: -4828549.500000 Penalty: 3210.348633
	Iteration 8Q: 3 clusters Score -4828550 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 24084 members 
Entering Unmasked Estep 
Score: -4830098.500000 Penalty: 3210.348633
	Iteration 9F: 3 clusters Score -4830098 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24485 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
Score: -4831547.500000 Penalty: 3210.348633
	Iteration 10F: 3 clusters Score -4831548 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24697 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -4832575.500000 Penalty: 3210.348633
	Iteration 11Q: 3 clusters Score -4832576 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24878 members 
Mstep: Class 2 contains 23532 members 
Entering Unmasked Estep 
Score: -4833104.000000 Penalty: 3210.348633
	Iteration 12Q: 3 clusters Score -4833104 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 23344 members 
Entering Unmasked Estep 
Score: -4833428.500000 Penalty: 3210.348633
	Iteration 13Q: 3 clusters Score -4833428 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -4833619.000000 Penalty: 3210.348633
	Iteration 14Q: 3 clusters Score -4833619 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25513 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -4833809.000000 Penalty: 3210.348633
	Iteration 15Q: 3 clusters Score -4833809 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -4834021.500000 Penalty: 3210.348633
	Iteration 16Q: 3 clusters Score -4834022 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 2 contains 22386 members 
Entering Unmasked Estep 
Score: -4834235.000000 Penalty: 3210.348633
	Iteration 17Q: 3 clusters Score -4834235 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26327 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -4834486.500000 Penalty: 3210.348633
	Iteration 18Q: 3 clusters Score -4834486 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26656 members 
Mstep: Class 2 contains 21754 members 
Entering Unmasked Estep 
Score: -4834725.000000 Penalty: 3210.348633
	Iteration 19Q: 3 clusters Score -4834725 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27020 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
Score: -4835032.500000 Penalty: 3210.348633
	Iteration 20F: 3 clusters Score -4835032 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27436 members 
Mstep: Class 2 contains 20974 members 
Entering Unmasked Estep 
Score: -4835355.500000 Penalty: 3210.348633
	Iteration 21Q: 3 clusters Score -4835356 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -4835652.500000 Penalty: 3210.348633
	Iteration 22Q: 3 clusters Score -4835652 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28258 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -4835948.500000 Penalty: 3210.348633
	Iteration 23Q: 3 clusters Score -4835948 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28693 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -4836286.000000 Penalty: 3210.348633
	Iteration 24Q: 3 clusters Score -4836286 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29128 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -4836565.000000 Penalty: 3210.348633
	Iteration 25Q: 3 clusters Score -4836565 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29532 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -4836775.500000 Penalty: 3210.348633
	Iteration 26Q: 3 clusters Score -4836776 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29902 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -4836969.000000 Penalty: 3210.348633
	Iteration 27Q: 3 clusters Score -4836969 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30240 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -4837132.000000 Penalty: 3210.348633
	Iteration 28Q: 3 clusters Score -4837132 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30566 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -4837302.500000 Penalty: 3210.348633
	Iteration 29Q: 3 clusters Score -4837302 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30827 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -4837437.500000 Penalty: 3210.348633
	Iteration 30Q: 3 clusters Score -4837438 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31060 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -4837557.500000 Penalty: 3210.348633
	Iteration 31Q: 3 clusters Score -4837558 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31297 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -4837667.000000 Penalty: 3210.348633
	Iteration 32Q: 3 clusters Score -4837667 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31518 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -4837765.500000 Penalty: 3210.348633
	Iteration 33Q: 3 clusters Score -4837766 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31733 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -4837830.500000 Penalty: 3210.348633
	Iteration 34Q: 3 clusters Score -4837830 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31948 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -4837886.000000 Penalty: 3210.348633
	Iteration 35Q: 3 clusters Score -4837886 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32172 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -4837937.000000 Penalty: 3210.348633
	Iteration 36Q: 3 clusters Score -4837937 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32399 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -4838006.000000 Penalty: 3210.348633
	Iteration 37Q: 3 clusters Score -4838006 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32608 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -4838041.000000 Penalty: 3210.348633
	Iteration 38Q: 3 clusters Score -4838041 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32818 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -4838091.000000 Penalty: 3210.348633
	Iteration 39Q: 3 clusters Score -4838091 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33003 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -4838155.000000 Penalty: 3210.348633
	Iteration 40F: 3 clusters Score -4838155 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33175 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -4838174.500000 Penalty: 3210.348633
	Iteration 41Q: 3 clusters Score -4838174 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33332 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -4838189.500000 Penalty: 3210.348633
	Iteration 42Q: 3 clusters Score -4838190 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33492 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -4838241.000000 Penalty: 3210.348633
	Iteration 43Q: 3 clusters Score -4838241 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33656 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -4838273.000000 Penalty: 3210.348633
	Iteration 44Q: 3 clusters Score -4838273 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33825 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -4838282.000000 Penalty: 3210.348633
	Iteration 45Q: 3 clusters Score -4838282 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33981 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -4838307.500000 Penalty: 3210.348633
	Iteration 46Q: 3 clusters Score -4838308 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34133 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -4838318.500000 Penalty: 3210.348633
	Iteration 47Q: 3 clusters Score -4838318 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34288 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -4838330.000000 Penalty: 3210.348633
	Iteration 48Q: 3 clusters Score -4838330 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34456 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -4838348.000000 Penalty: 3210.348633
	Iteration 49Q: 3 clusters Score -4838348 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34617 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -4838390.000000 Penalty: 3210.348633
	Iteration 50Q: 3 clusters Score -4838390 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34771 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -4838391.500000 Penalty: 3210.348633
	Iteration 51Q: 3 clusters Score -4838392 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34929 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -4838418.000000 Penalty: 3210.348633
	Iteration 52Q: 3 clusters Score -4838418 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35081 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -4838443.500000 Penalty: 3210.348633
	Iteration 53Q: 3 clusters Score -4838444 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35233 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4838458 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35376 members 
Mstep: Class 2 contains 13034 members 
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Mstep: Class 1 contains 35520 members 
Mstep: Class 2 contains 12890 members 
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Mstep: Class 2 contains 12737 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36531 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 11613 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 11024 members 
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Mstep: Class 1 contains 37563 members 
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Mstep: Class 1 contains 37768 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37955 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4838814 nChanged 196
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Mstep: Class 1 contains 38149 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 9245 members 
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Mstep: Class 1 contains 39536 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4839074 nChanged 170
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	Iteration 81Q: 3 clusters Score -4839122 nChanged 190
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Mstep: Class 2 contains 8526 members 
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	Iteration 83Q: 3 clusters Score -4839184 nChanged 198
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	Iteration 86Q: 3 clusters Score -4839352 nChanged 191
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Mstep: Class 2 contains 6811 members 
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	Iteration 93Q: 3 clusters Score -4839732 nChanged 217
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Mstep: Class 1 contains 43359 members 
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Mstep: Class 1 contains 43556 members 
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	Iteration 100F: 3 clusters Score -4840366 nChanged 161
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	Iteration 101Q: 3 clusters Score -4840416 nChanged 155
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Mstep: Class 1 contains 43832 members 
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	Iteration 102Q: 3 clusters Score -4840480 nChanged 112
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	Iteration 103Q: 3 clusters Score -4840504 nChanged 82
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4840539 nChanged 65
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4840532 nChanged 46
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Mstep: Class 1 contains 44390 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4840572 nChanged 34
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	Iteration 113Q: 3 clusters Score -4840575 nChanged 40
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	Iteration 114Q: 3 clusters Score -4840584 nChanged 36
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	Iteration 115Q: 3 clusters Score -4840578 nChanged 41
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	Iteration 116Q: 3 clusters Score -4840575 nChanged 34
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Mstep: Class 1 contains 44609 members 
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	Iteration 117Q: 3 clusters Score -4840592 nChanged 29
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	Iteration 118Q: 3 clusters Score -4840599 nChanged 37
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4840613 nChanged 37
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -4840610 nChanged 38
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -4840612 nChanged 35
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	Iteration 122Q: 3 clusters Score -4840600 nChanged 30
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	Iteration 123Q: 3 clusters Score -4840618 nChanged 25
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -4840622 nChanged 14
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	Iteration 125Q: 3 clusters Score -4840622 nChanged 12
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -4840635 nChanged 13
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -4840627 nChanged 13
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	Iteration 128Q: 3 clusters Score -4840634 nChanged 7
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -4840628 nChanged 8
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	Iteration 130Q: 3 clusters Score -4840628 nChanged 5
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -4840624 nChanged 4
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	Iteration 132Q: 3 clusters Score -4840639 nChanged 5
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	Iteration 133Q: 3 clusters Score -4840640 nChanged 10
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	Iteration 134Q: 3 clusters Score -4840641 nChanged 6
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	Iteration 135Q: 3 clusters Score -4840647 nChanged 6
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	Iteration 136Q: 3 clusters Score -4840646 nChanged 1
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	Iteration 137Q: 3 clusters Score -4840642 nChanged 1
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	Iteration 138Q: 3 clusters Score -4840641 nChanged 2
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	Iteration 139Q: 3 clusters Score -4840637 nChanged 3
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -4840637 nChanged 3
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	Iteration 141Q: 3 clusters Score -4840642 nChanged 4
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	Iteration 142Q: 3 clusters Score -4840644 nChanged 3
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	Iteration 143Q: 3 clusters Score -4840645 nChanged 4
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	Iteration 144Q: 3 clusters Score -4840650 nChanged 5
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	Iteration 145Q: 3 clusters Score -4840652 nChanged 3
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	Iteration 146Q: 3 clusters Score -4840653 nChanged 4
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Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -4840650.000000 Penalty: 3210.348633
	Iteration 147Q: 3 clusters Score -4840650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44966 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -4840656.000000 Penalty: 3210.348633
	Iteration 148Q: 3 clusters Score -4840656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44971 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -4840659.000000 Penalty: 3210.348633
	Iteration 149Q: 3 clusters Score -4840659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44973 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -4840667.000000 Penalty: 3210.348633
	Iteration 150Q: 3 clusters Score -4840667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44973 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -4840664.000000 Penalty: 3210.348633
	Iteration 151Q: 3 clusters Score -4840664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44974 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -4840667.500000 Penalty: 3210.348633
	Iteration 152Q: 3 clusters Score -4840668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44974 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -4840667.500000 Penalty: 3210.348633
	Iteration 153F: 3 clusters Score -4840668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (39851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39851 members 
Entering Unmasked Estep 
Score: -4131550.500000 Penalty: 1576.223999
	Iteration 0F: 2 clusters Score -4131550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -4105641.000000 Penalty: 3152.447998
	Iteration 0F: 3 clusters Score -4105641 nChanged 18229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -4115723.500000 Penalty: 3152.447998
	Iteration 1F: 3 clusters Score -4115724 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -4116251.750000 Penalty: 3152.447998
	Iteration 2Q: 3 clusters Score -4116252 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -4116778.750000 Penalty: 3152.447998
	Iteration 3Q: 3 clusters Score -4116779 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -4117345.500000 Penalty: 3152.447998
	Iteration 4Q: 3 clusters Score -4117346 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -4118038.750000 Penalty: 3152.447998
	Iteration 5Q: 3 clusters Score -4118039 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -4119039.500000 Penalty: 3152.447998
	Iteration 6Q: 3 clusters Score -4119040 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -4120300.500000 Penalty: 3152.447998
	Iteration 7F: 3 clusters Score -4120300 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -4121802.750000 Penalty: 3152.447998
	Iteration 8F: 3 clusters Score -4121803 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -4123324.750000 Penalty: 3152.447998
	Iteration 9F: 3 clusters Score -4123325 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -4124707.750000 Penalty: 3152.447998
	Iteration 10F: 3 clusters Score -4124708 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
Score: -4125772.750000 Penalty: 3152.447998
	Iteration 11Q: 3 clusters Score -4125773 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 24727 members 
Entering Unmasked Estep 
Score: -4126561.750000 Penalty: 3152.447998
	Iteration 12Q: 3 clusters Score -4126562 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 25648 members 
Entering Unmasked Estep 
Score: -4127110.000000 Penalty: 3152.447998
	Iteration 13Q: 3 clusters Score -4127110 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 26583 members 
Entering Unmasked Estep 
Score: -4127510.500000 Penalty: 3152.447998
	Iteration 14Q: 3 clusters Score -4127510 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 27562 members 
Entering Unmasked Estep 
Score: -4127941.500000 Penalty: 3152.447998
	Iteration 15Q: 3 clusters Score -4127942 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 28533 members 
Entering Unmasked Estep 
Score: -4128342.500000 Penalty: 3152.447998
	Iteration 16Q: 3 clusters Score -4128342 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 29459 members 
Entering Unmasked Estep 
Score: -4128714.250000 Penalty: 3152.447998
	Iteration 17Q: 3 clusters Score -4128714 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 30361 members 
Entering Unmasked Estep 
Score: -4129046.750000 Penalty: 3152.447998
	Iteration 18Q: 3 clusters Score -4129047 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 31226 members 
Entering Unmasked Estep 
Score: -4129356.000000 Penalty: 3152.447998
	Iteration 19Q: 3 clusters Score -4129356 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 32031 members 
Entering Unmasked Estep 
Score: -4129652.750000 Penalty: 3152.447998
	Iteration 20F: 3 clusters Score -4129653 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 32811 members 
Entering Unmasked Estep 
Score: -4129951.750000 Penalty: 3152.447998
	Iteration 21Q: 3 clusters Score -4129952 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 33527 members 
Entering Unmasked Estep 
Score: -4130218.000000 Penalty: 3152.447998
	Iteration 22Q: 3 clusters Score -4130218 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 34129 members 
Entering Unmasked Estep 
Score: -4130446.500000 Penalty: 3152.447998
	Iteration 23Q: 3 clusters Score -4130446 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 34631 members 
Entering Unmasked Estep 
Score: -4130608.250000 Penalty: 3152.447998
	Iteration 24Q: 3 clusters Score -4130608 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 35063 members 
Entering Unmasked Estep 
Score: -4130758.250000 Penalty: 3152.447998
	Iteration 25Q: 3 clusters Score -4130758 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 35420 members 
Entering Unmasked Estep 
Score: -4130875.750000 Penalty: 3152.447998
	Iteration 26Q: 3 clusters Score -4130876 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 35749 members 
Entering Unmasked Estep 
Score: -4130979.000000 Penalty: 3152.447998
	Iteration 27Q: 3 clusters Score -4130979 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 36038 members 
Entering Unmasked Estep 
Score: -4131079.250000 Penalty: 3152.447998
	Iteration 28Q: 3 clusters Score -4131079 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 36285 members 
Entering Unmasked Estep 
Score: -4131162.250000 Penalty: 3152.447998
	Iteration 29Q: 3 clusters Score -4131162 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 36471 members 
Entering Unmasked Estep 
Score: -4131230.250000 Penalty: 3152.447998
	Iteration 30Q: 3 clusters Score -4131230 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 36607 members 
Entering Unmasked Estep 
Score: -4131275.000000 Penalty: 3152.447998
	Iteration 31Q: 3 clusters Score -4131275 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 36714 members 
Entering Unmasked Estep 
Score: -4131296.000000 Penalty: 3152.447998
	Iteration 32Q: 3 clusters Score -4131296 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 36793 members 
Entering Unmasked Estep 
Score: -4131318.000000 Penalty: 3152.447998
	Iteration 33Q: 3 clusters Score -4131318 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 36860 members 
Entering Unmasked Estep 
Score: -4131326.000000 Penalty: 3152.447998
	Iteration 34Q: 3 clusters Score -4131326 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 36911 members 
Entering Unmasked Estep 
Score: -4131336.250000 Penalty: 3152.447998
	Iteration 35Q: 3 clusters Score -4131336 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 36956 members 
Entering Unmasked Estep 
Score: -4131362.000000 Penalty: 3152.447998
	Iteration 36Q: 3 clusters Score -4131362 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 36997 members 
Entering Unmasked Estep 
Score: -4131373.750000 Penalty: 3152.447998
	Iteration 37Q: 3 clusters Score -4131374 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 37032 members 
Entering Unmasked Estep 
Score: -4131376.500000 Penalty: 3152.447998
	Iteration 38Q: 3 clusters Score -4131376 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 37065 members 
Entering Unmasked Estep 
Score: -4131381.000000 Penalty: 3152.447998
	Iteration 39Q: 3 clusters Score -4131381 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 37083 members 
Entering Unmasked Estep 
Score: -4131386.750000 Penalty: 3152.447998
	Iteration 40F: 3 clusters Score -4131387 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 37102 members 
Entering Unmasked Estep 
Score: -4131394.500000 Penalty: 3152.447998
	Iteration 41Q: 3 clusters Score -4131394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 37115 members 
Entering Unmasked Estep 
Score: -4131397.750000 Penalty: 3152.447998
	Iteration 42Q: 3 clusters Score -4131398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 37124 members 
Entering Unmasked Estep 
Score: -4131396.500000 Penalty: 3152.447998
	Iteration 43Q: 3 clusters Score -4131396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 37132 members 
Entering Unmasked Estep 
Score: -4131401.500000 Penalty: 3152.447998
	Iteration 44Q: 3 clusters Score -4131402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 37138 members 
Entering Unmasked Estep 
Score: -4131400.000000 Penalty: 3152.447998
	Iteration 45Q: 3 clusters Score -4131400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 37145 members 
Entering Unmasked Estep 
Score: -4131412.500000 Penalty: 3152.447998
	Iteration 46Q: 3 clusters Score -4131412 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 37156 members 
Entering Unmasked Estep 
Score: -4131411.250000 Penalty: 3152.447998
	Iteration 47Q: 3 clusters Score -4131411 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 37169 members 
Entering Unmasked Estep 
Score: -4131408.500000 Penalty: 3152.447998
	Iteration 48Q: 3 clusters Score -4131408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 37182 members 
Entering Unmasked Estep 
Score: -4131414.500000 Penalty: 3152.447998
	Iteration 49Q: 3 clusters Score -4131414 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 37196 members 
Entering Unmasked Estep 
Score: -4131422.250000 Penalty: 3152.447998
	Iteration 50Q: 3 clusters Score -4131422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 37209 members 
Entering Unmasked Estep 
Score: -4131418.250000 Penalty: 3152.447998
	Iteration 51Q: 3 clusters Score -4131418 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 37221 members 
Entering Unmasked Estep 
Score: -4131418.250000 Penalty: 3152.447998
	Iteration 52Q: 3 clusters Score -4131418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 37231 members 
Entering Unmasked Estep 
Score: -4131416.000000 Penalty: 3152.447998
	Iteration 53Q: 3 clusters Score -4131416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 37239 members 
Entering Unmasked Estep 
Score: -4131413.000000 Penalty: 3152.447998
	Iteration 54Q: 3 clusters Score -4131413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 37244 members 
Entering Unmasked Estep 
Score: -4131416.000000 Penalty: 3152.447998
	Iteration 55Q: 3 clusters Score -4131416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 37247 members 
Entering Unmasked Estep 
Score: -4131415.000000 Penalty: 3152.447998
	Iteration 56Q: 3 clusters Score -4131415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 37248 members 
Entering Unmasked Estep 
Score: -4131415.250000 Penalty: 3152.447998
	Iteration 57Q: 3 clusters Score -4131415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 37251 members 
Entering Unmasked Estep 
Score: -4131416.000000 Penalty: 3152.447998
	Iteration 58Q: 3 clusters Score -4131416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 37253 members 
Entering Unmasked Estep 
Score: -4131421.250000 Penalty: 3152.447998
	Iteration 59Q: 3 clusters Score -4131421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 37254 members 
Entering Unmasked Estep 
Score: -4131422.500000 Penalty: 3152.447998
	Iteration 60F: 3 clusters Score -4131422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 37256 members 
Entering Unmasked Estep 
Score: -4131421.750000 Penalty: 3152.447998
	Iteration 61Q: 3 clusters Score -4131422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 37257 members 
Entering Unmasked Estep 
Score: -4131420.250000 Penalty: 3152.447998
	Iteration 62Q: 3 clusters Score -4131420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 37259 members 
Entering Unmasked Estep 
Score: -4131422.500000 Penalty: 3152.447998
	Iteration 63Q: 3 clusters Score -4131422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 37260 members 
Entering Unmasked Estep 
Score: -4131420.250000 Penalty: 3152.447998
	Iteration 64Q: 3 clusters Score -4131420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 37261 members 
Entering Unmasked Estep 
Score: -4131418.750000 Penalty: 3152.447998
	Iteration 65Q: 3 clusters Score -4131419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 37261 members 
Entering Unmasked Estep 
Score: -4131418.750000 Penalty: 3152.447998
	Iteration 66F: 3 clusters Score -4131419 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (29443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29443 members 
Entering Unmasked Estep 
Score: -2801313.500000 Penalty: 1531.183472
	Iteration 0F: 2 clusters Score -2801314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -2782280.750000 Penalty: 3062.366943
	Iteration 0F: 3 clusters Score -2782281 nChanged 13240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -2789607.250000 Penalty: 3062.366943
	Iteration 1F: 3 clusters Score -2789607 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -2790286.750000 Penalty: 3062.366943
	Iteration 2F: 3 clusters Score -2790287 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -2791012.750000 Penalty: 3062.366943
	Iteration 3F: 3 clusters Score -2791013 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -2791985.750000 Penalty: 3062.366943
	Iteration 4F: 3 clusters Score -2791986 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -2793123.750000 Penalty: 3062.366943
	Iteration 5F: 3 clusters Score -2793124 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -2794498.500000 Penalty: 3062.366943
	Iteration 6F: 3 clusters Score -2794498 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24356 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -2795953.500000 Penalty: 3062.366943
	Iteration 7F: 3 clusters Score -2795954 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -2797388.250000 Penalty: 3062.366943
	Iteration 8F: 3 clusters Score -2797388 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27148 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -2798460.750000 Penalty: 3062.366943
	Iteration 9Q: 3 clusters Score -2798461 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27947 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2799167.000000 Penalty: 3062.366943
	Iteration 10Q: 3 clusters Score -2799167 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28376 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2799535.500000 Penalty: 3062.366943
	Iteration 11Q: 3 clusters Score -2799536 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28623 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2799747.000000 Penalty: 3062.366943
	Iteration 12Q: 3 clusters Score -2799747 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28774 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2799870.250000 Penalty: 3062.366943
	Iteration 13Q: 3 clusters Score -2799870 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28856 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2799952.750000 Penalty: 3062.366943
	Iteration 14Q: 3 clusters Score -2799953 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28907 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2800002.000000 Penalty: 3062.366943
	Iteration 15Q: 3 clusters Score -2800002 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28935 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2800032.500000 Penalty: 3062.366943
	Iteration 16Q: 3 clusters Score -2800032 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2800052.750000 Penalty: 3062.366943
	Iteration 17Q: 3 clusters Score -2800053 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28970 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2800064.000000 Penalty: 3062.366943
	Iteration 18Q: 3 clusters Score -2800064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28978 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2800071.250000 Penalty: 3062.366943
	Iteration 19Q: 3 clusters Score -2800071 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28982 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2800085.000000 Penalty: 3062.366943
	Iteration 20F: 3 clusters Score -2800085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28988 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2800090.000000 Penalty: 3062.366943
	Iteration 21Q: 3 clusters Score -2800090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28991 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2800091.250000 Penalty: 3062.366943
	Iteration 22Q: 3 clusters Score -2800091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28993 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2800094.000000 Penalty: 3062.366943
	Iteration 23Q: 3 clusters Score -2800094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28995 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2800097.000000 Penalty: 3062.366943
	Iteration 24Q: 3 clusters Score -2800097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28998 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2800098.250000 Penalty: 3062.366943
	Iteration 25Q: 3 clusters Score -2800098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29000 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2800101.500000 Penalty: 3062.366943
	Iteration 26Q: 3 clusters Score -2800102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29003 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2800102.750000 Penalty: 3062.366943
	Iteration 27Q: 3 clusters Score -2800103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29004 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2800103.000000 Penalty: 3062.366943
	Iteration 28Q: 3 clusters Score -2800103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29006 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2800103.500000 Penalty: 3062.366943
	Iteration 29Q: 3 clusters Score -2800104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29006 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2800103.500000 Penalty: 3062.366943
	Iteration 30F: 3 clusters Score -2800104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Entering Unmasked Estep 
Score: -1304128.250000 Penalty: 1412.877319
	Iteration 0F: 2 clusters Score -1304128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1295202.375000 Penalty: 2825.754639
	Iteration 0F: 3 clusters Score -1295202 nChanged 5651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1298266.750000 Penalty: 2825.754639
	Iteration 1F: 3 clusters Score -1298267 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1298679.500000 Penalty: 2825.754639
	Iteration 2F: 3 clusters Score -1298680 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1299034.750000 Penalty: 2825.754639
	Iteration 3F: 3 clusters Score -1299035 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1299370.625000 Penalty: 2825.754639
	Iteration 4F: 3 clusters Score -1299371 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1299749.375000 Penalty: 2825.754639
	Iteration 5Q: 3 clusters Score -1299749 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1300188.250000 Penalty: 2825.754639
	Iteration 6Q: 3 clusters Score -1300188 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1300699.250000 Penalty: 2825.754639
	Iteration 7Q: 3 clusters Score -1300699 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1301208.875000 Penalty: 2825.754639
	Iteration 8F: 3 clusters Score -1301209 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1301614.625000 Penalty: 2825.754639
	Iteration 9Q: 3 clusters Score -1301615 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1301931.250000 Penalty: 2825.754639
	Iteration 10Q: 3 clusters Score -1301931 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1302192.750000 Penalty: 2825.754639
	Iteration 11Q: 3 clusters Score -1302193 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1302396.375000 Penalty: 2825.754639
	Iteration 12Q: 3 clusters Score -1302396 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1302549.375000 Penalty: 2825.754639
	Iteration 13Q: 3 clusters Score -1302549 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1302673.250000 Penalty: 2825.754639
	Iteration 14Q: 3 clusters Score -1302673 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1302758.750000 Penalty: 2825.754639
	Iteration 15Q: 3 clusters Score -1302759 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1302835.625000 Penalty: 2825.754639
	Iteration 16Q: 3 clusters Score -1302836 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1302897.000000 Penalty: 2825.754639
	Iteration 17Q: 3 clusters Score -1302897 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1302941.250000 Penalty: 2825.754639
	Iteration 18Q: 3 clusters Score -1302941 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1302982.750000 Penalty: 2825.754639
	Iteration 19Q: 3 clusters Score -1302983 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1303010.125000 Penalty: 2825.754639
	Iteration 20F: 3 clusters Score -1303010 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1303039.125000 Penalty: 2825.754639
	Iteration 21Q: 3 clusters Score -1303039 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1303064.125000 Penalty: 2825.754639
	Iteration 22Q: 3 clusters Score -1303064 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1303088.125000 Penalty: 2825.754639
	Iteration 23Q: 3 clusters Score -1303088 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1303105.125000 Penalty: 2825.754639
	Iteration 24Q: 3 clusters Score -1303105 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1303126.875000 Penalty: 2825.754639
	Iteration 25Q: 3 clusters Score -1303127 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1303144.875000 Penalty: 2825.754639
	Iteration 26Q: 3 clusters Score -1303145 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1303161.500000 Penalty: 2825.754639
	Iteration 27Q: 3 clusters Score -1303162 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1303174.625000 Penalty: 2825.754639
	Iteration 28Q: 3 clusters Score -1303175 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1303187.750000 Penalty: 2825.754639
	Iteration 29Q: 3 clusters Score -1303188 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1303208.000000 Penalty: 2825.754639
	Iteration 30Q: 3 clusters Score -1303208 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1303242.750000 Penalty: 2825.754639
	Iteration 31Q: 3 clusters Score -1303243 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1303280.000000 Penalty: 2825.754639
	Iteration 32Q: 3 clusters Score -1303280 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1303313.500000 Penalty: 2825.754639
	Iteration 33Q: 3 clusters Score -1303314 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1303338.500000 Penalty: 2825.754639
	Iteration 34Q: 3 clusters Score -1303338 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1303364.875000 Penalty: 2825.754639
	Iteration 35Q: 3 clusters Score -1303365 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1303388.375000 Penalty: 2825.754639
	Iteration 36Q: 3 clusters Score -1303388 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1303406.875000 Penalty: 2825.754639
	Iteration 37Q: 3 clusters Score -1303407 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1303415.125000 Penalty: 2825.754639
	Iteration 38Q: 3 clusters Score -1303415 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1303433.625000 Penalty: 2825.754639
	Iteration 39Q: 3 clusters Score -1303434 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1303441.875000 Penalty: 2825.754639
	Iteration 40F: 3 clusters Score -1303442 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1303446.375000 Penalty: 2825.754639
	Iteration 41Q: 3 clusters Score -1303446 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1303452.250000 Penalty: 2825.754639
	Iteration 42Q: 3 clusters Score -1303452 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1303457.625000 Penalty: 2825.754639
	Iteration 43Q: 3 clusters Score -1303458 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1303464.375000 Penalty: 2825.754639
	Iteration 44Q: 3 clusters Score -1303464 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1303469.750000 Penalty: 2825.754639
	Iteration 45Q: 3 clusters Score -1303470 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1303480.250000 Penalty: 2825.754639
	Iteration 46Q: 3 clusters Score -1303480 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1303484.875000 Penalty: 2825.754639
	Iteration 47Q: 3 clusters Score -1303485 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1303483.875000 Penalty: 2825.754639
	Iteration 48Q: 3 clusters Score -1303484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1303485.625000 Penalty: 2825.754639
	Iteration 49Q: 3 clusters Score -1303486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1303489.500000 Penalty: 2825.754639
	Iteration 50Q: 3 clusters Score -1303490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1303488.375000 Penalty: 2825.754639
	Iteration 51Q: 3 clusters Score -1303488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1303490.375000 Penalty: 2825.754639
	Iteration 52Q: 3 clusters Score -1303490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1303492.125000 Penalty: 2825.754639
	Iteration 53Q: 3 clusters Score -1303492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1303495.875000 Penalty: 2825.754639
	Iteration 54Q: 3 clusters Score -1303496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1303497.750000 Penalty: 2825.754639
	Iteration 55Q: 3 clusters Score -1303498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1303497.750000 Penalty: 2825.754639
	Iteration 56F: 3 clusters Score -1303498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Entering Unmasked Estep 
Score: -153613.625000 Penalty: 1102.208862
	Iteration 0F: 2 clusters Score -153613.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -151955.203125 Penalty: 2204.417725
	Iteration 0F: 3 clusters Score -151955.2 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -152374.500000 Penalty: 2204.417725
	Iteration 1F: 3 clusters Score -152374.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -152476.796875 Penalty: 2204.417725
	Iteration 2F: 3 clusters Score -152476.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -152541.453125 Penalty: 2204.417725
	Iteration 3Q: 3 clusters Score -152541.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -152582.953125 Penalty: 2204.417725
	Iteration 4Q: 3 clusters Score -152583 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -152617.843750 Penalty: 2204.417725
	Iteration 5Q: 3 clusters Score -152617.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -152627.109375 Penalty: 2204.417725
	Iteration 6Q: 3 clusters Score -152627.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -152634.796875 Penalty: 2204.417725
	Iteration 7Q: 3 clusters Score -152634.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -152636.390625 Penalty: 2204.417725
	Iteration 8Q: 3 clusters Score -152636.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -152638.343750 Penalty: 2204.417725
	Iteration 9Q: 3 clusters Score -152638.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -152640.062500 Penalty: 2204.417725
	Iteration 10Q: 3 clusters Score -152640.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -152644.796875 Penalty: 2204.417725
	Iteration 11Q: 3 clusters Score -152644.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -152648.468750 Penalty: 2204.417725
	Iteration 12Q: 3 clusters Score -152648.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -152649.421875 Penalty: 2204.417725
	Iteration 13Q: 3 clusters Score -152649.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -152652.968750 Penalty: 2204.417725
	Iteration 14Q: 3 clusters Score -152653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -152655.859375 Penalty: 2204.417725
	Iteration 15Q: 3 clusters Score -152655.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -152657.250000 Penalty: 2204.417725
	Iteration 16Q: 3 clusters Score -152657.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -152659.843750 Penalty: 2204.417725
	Iteration 17Q: 3 clusters Score -152659.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -152662.234375 Penalty: 2204.417725
	Iteration 18Q: 3 clusters Score -152662.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -152662.234375 Penalty: 2204.417725
	Iteration 19F: 3 clusters Score -152662.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Entering Unmasked Estep 
Score: -1247611.125000 Penalty: 1401.072388
	Iteration 0F: 2 clusters Score -1247611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1239410.625000 Penalty: 2802.144775
	Iteration 0F: 3 clusters Score -1239411 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1242168.250000 Penalty: 2802.144775
	Iteration 1F: 3 clusters Score -1242168 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1242464.000000 Penalty: 2802.144775
	Iteration 2F: 3 clusters Score -1242464 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1242723.875000 Penalty: 2802.144775
	Iteration 3Q: 3 clusters Score -1242724 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1242954.750000 Penalty: 2802.144775
	Iteration 4Q: 3 clusters Score -1242955 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1243201.375000 Penalty: 2802.144775
	Iteration 5Q: 3 clusters Score -1243201 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1243488.875000 Penalty: 2802.144775
	Iteration 6Q: 3 clusters Score -1243489 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1243817.375000 Penalty: 2802.144775
	Iteration 7Q: 3 clusters Score -1243817 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1244142.625000 Penalty: 2802.144775
	Iteration 8Q: 3 clusters Score -1244143 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1244474.875000 Penalty: 2802.144775
	Iteration 9Q: 3 clusters Score -1244475 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1244813.000000 Penalty: 2802.144775
	Iteration 10Q: 3 clusters Score -1244813 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1245121.000000 Penalty: 2802.144775
	Iteration 11Q: 3 clusters Score -1245121 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1245362.375000 Penalty: 2802.144775
	Iteration 12Q: 3 clusters Score -1245362 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1245544.625000 Penalty: 2802.144775
	Iteration 13Q: 3 clusters Score -1245545 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1245692.125000 Penalty: 2802.144775
	Iteration 14Q: 3 clusters Score -1245692 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1245814.000000 Penalty: 2802.144775
	Iteration 15Q: 3 clusters Score -1245814 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1245904.375000 Penalty: 2802.144775
	Iteration 16Q: 3 clusters Score -1245904 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1245973.500000 Penalty: 2802.144775
	Iteration 17Q: 3 clusters Score -1245974 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1246022.000000 Penalty: 2802.144775
	Iteration 18Q: 3 clusters Score -1246022 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1246067.375000 Penalty: 2802.144775
	Iteration 19Q: 3 clusters Score -1246067 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1246106.250000 Penalty: 2802.144775
	Iteration 20F: 3 clusters Score -1246106 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1246147.750000 Penalty: 2802.144775
	Iteration 21Q: 3 clusters Score -1246148 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1246174.250000 Penalty: 2802.144775
	Iteration 22Q: 3 clusters Score -1246174 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1246192.125000 Penalty: 2802.144775
	Iteration 23Q: 3 clusters Score -1246192 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1246210.875000 Penalty: 2802.144775
	Iteration 24Q: 3 clusters Score -1246211 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1246225.000000 Penalty: 2802.144775
	Iteration 25Q: 3 clusters Score -1246225 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1246231.375000 Penalty: 2802.144775
	Iteration 26Q: 3 clusters Score -1246231 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1246245.375000 Penalty: 2802.144775
	Iteration 27Q: 3 clusters Score -1246245 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1246256.625000 Penalty: 2802.144775
	Iteration 28Q: 3 clusters Score -1246257 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1246263.500000 Penalty: 2802.144775
	Iteration 29Q: 3 clusters Score -1246264 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1246269.625000 Penalty: 2802.144775
	Iteration 30Q: 3 clusters Score -1246270 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1246276.125000 Penalty: 2802.144775
	Iteration 31Q: 3 clusters Score -1246276 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1246278.000000 Penalty: 2802.144775
	Iteration 32Q: 3 clusters Score -1246278 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1246284.750000 Penalty: 2802.144775
	Iteration 33Q: 3 clusters Score -1246285 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1246291.750000 Penalty: 2802.144775
	Iteration 34Q: 3 clusters Score -1246292 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1246292.125000 Penalty: 2802.144775
	Iteration 35Q: 3 clusters Score -1246292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1246295.125000 Penalty: 2802.144775
	Iteration 36Q: 3 clusters Score -1246295 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1246295.375000 Penalty: 2802.144775
	Iteration 37Q: 3 clusters Score -1246295 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1246298.250000 Penalty: 2802.144775
	Iteration 38Q: 3 clusters Score -1246298 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1246300.875000 Penalty: 2802.144775
	Iteration 39Q: 3 clusters Score -1246301 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1246309.750000 Penalty: 2802.144775
	Iteration 40F: 3 clusters Score -1246310 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1246315.750000 Penalty: 2802.144775
	Iteration 41Q: 3 clusters Score -1246316 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1246324.625000 Penalty: 2802.144775
	Iteration 42Q: 3 clusters Score -1246325 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1246330.750000 Penalty: 2802.144775
	Iteration 43Q: 3 clusters Score -1246331 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1246338.750000 Penalty: 2802.144775
	Iteration 44Q: 3 clusters Score -1246339 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1246344.875000 Penalty: 2802.144775
	Iteration 45Q: 3 clusters Score -1246345 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1246348.375000 Penalty: 2802.144775
	Iteration 46Q: 3 clusters Score -1246348 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1246353.125000 Penalty: 2802.144775
	Iteration 47Q: 3 clusters Score -1246353 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1246356.625000 Penalty: 2802.144775
	Iteration 48Q: 3 clusters Score -1246357 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1246358.375000 Penalty: 2802.144775
	Iteration 49Q: 3 clusters Score -1246358 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1246361.625000 Penalty: 2802.144775
	Iteration 50Q: 3 clusters Score -1246362 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1246366.000000 Penalty: 2802.144775
	Iteration 51Q: 3 clusters Score -1246366 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1246373.625000 Penalty: 2802.144775
	Iteration 52Q: 3 clusters Score -1246374 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1246377.750000 Penalty: 2802.144775
	Iteration 53Q: 3 clusters Score -1246378 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1246383.750000 Penalty: 2802.144775
	Iteration 54Q: 3 clusters Score -1246384 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1246386.125000 Penalty: 2802.144775
	Iteration 55Q: 3 clusters Score -1246386 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1246390.750000 Penalty: 2802.144775
	Iteration 56Q: 3 clusters Score -1246391 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1246397.000000 Penalty: 2802.144775
	Iteration 57Q: 3 clusters Score -1246397 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1246406.000000 Penalty: 2802.144775
	Iteration 58Q: 3 clusters Score -1246406 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1246412.125000 Penalty: 2802.144775
	Iteration 59Q: 3 clusters Score -1246412 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1246417.375000 Penalty: 2802.144775
	Iteration 60F: 3 clusters Score -1246417 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1246420.375000 Penalty: 2802.144775
	Iteration 61Q: 3 clusters Score -1246420 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1246425.375000 Penalty: 2802.144775
	Iteration 62Q: 3 clusters Score -1246425 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1246431.500000 Penalty: 2802.144775
	Iteration 63Q: 3 clusters Score -1246432 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1246434.500000 Penalty: 2802.144775
	Iteration 64Q: 3 clusters Score -1246434 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1246439.750000 Penalty: 2802.144775
	Iteration 65Q: 3 clusters Score -1246440 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1246443.875000 Penalty: 2802.144775
	Iteration 66Q: 3 clusters Score -1246444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1246442.875000 Penalty: 2802.144775
	Iteration 67Q: 3 clusters Score -1246443 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1246445.625000 Penalty: 2802.144775
	Iteration 68Q: 3 clusters Score -1246446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1246444.875000 Penalty: 2802.144775
	Iteration 69Q: 3 clusters Score -1246445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1246445.750000 Penalty: 2802.144775
	Iteration 70Q: 3 clusters Score -1246446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1246446.750000 Penalty: 2802.144775
	Iteration 71Q: 3 clusters Score -1246447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1246444.750000 Penalty: 2802.144775
	Iteration 72Q: 3 clusters Score -1246445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1246445.375000 Penalty: 2802.144775
	Iteration 73Q: 3 clusters Score -1246445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1246443.000000 Penalty: 2802.144775
	Iteration 74Q: 3 clusters Score -1246443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1246447.500000 Penalty: 2802.144775
	Iteration 75Q: 3 clusters Score -1246448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1246446.375000 Penalty: 2802.144775
	Iteration 76Q: 3 clusters Score -1246446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1246447.000000 Penalty: 2802.144775
	Iteration 77Q: 3 clusters Score -1246447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1246449.750000 Penalty: 2802.144775
	Iteration 78Q: 3 clusters Score -1246450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1246452.750000 Penalty: 2802.144775
	Iteration 79Q: 3 clusters Score -1246453 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1246453.625000 Penalty: 2802.144775
	Iteration 80F: 3 clusters Score -1246454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1246455.625000 Penalty: 2802.144775
	Iteration 81Q: 3 clusters Score -1246456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1246459.375000 Penalty: 2802.144775
	Iteration 82Q: 3 clusters Score -1246459 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1246460.875000 Penalty: 2802.144775
	Iteration 83Q: 3 clusters Score -1246461 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1246460.875000 Penalty: 2802.144775
	Iteration 84Q: 3 clusters Score -1246461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1246462.125000 Penalty: 2802.144775
	Iteration 85Q: 3 clusters Score -1246462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1246461.000000 Penalty: 2802.144775
	Iteration 86Q: 3 clusters Score -1246461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1246463.000000 Penalty: 2802.144775
	Iteration 87Q: 3 clusters Score -1246463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1246465.000000 Penalty: 2802.144775
	Iteration 88Q: 3 clusters Score -1246465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1246462.875000 Penalty: 2802.144775
	Iteration 89Q: 3 clusters Score -1246463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1246470.125000 Penalty: 2802.144775
	Iteration 90Q: 3 clusters Score -1246470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1246469.250000 Penalty: 2802.144775
	Iteration 91Q: 3 clusters Score -1246469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1246472.125000 Penalty: 2802.144775
	Iteration 92Q: 3 clusters Score -1246472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1246471.500000 Penalty: 2802.144775
	Iteration 93Q: 3 clusters Score -1246472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1246480.750000 Penalty: 2802.144775
	Iteration 94Q: 3 clusters Score -1246481 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1246476.500000 Penalty: 2802.144775
	Iteration 95Q: 3 clusters Score -1246476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1246479.125000 Penalty: 2802.144775
	Iteration 96Q: 3 clusters Score -1246479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1246481.000000 Penalty: 2802.144775
	Iteration 97Q: 3 clusters Score -1246481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1246480.875000 Penalty: 2802.144775
	Iteration 98Q: 3 clusters Score -1246481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1246480.875000 Penalty: 2802.144775
	Iteration 99Q: 3 clusters Score -1246481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1246480.750000 Penalty: 2802.144775
	Iteration 100F: 3 clusters Score -1246481 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Entering Unmasked Estep 
Score: -679445.312500 Penalty: 1306.054443
	Iteration 0F: 2 clusters Score -679445.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -674938.312500 Penalty: 2612.108887
	Iteration 0F: 3 clusters Score -674938.3 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -676258.500000 Penalty: 2612.108887
	Iteration 1F: 3 clusters Score -676258.5 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -676465.000000 Penalty: 2612.108887
	Iteration 2F: 3 clusters Score -676465 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -676608.562500 Penalty: 2612.108887
	Iteration 3Q: 3 clusters Score -676608.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -676714.875000 Penalty: 2612.108887
	Iteration 4Q: 3 clusters Score -676714.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -676822.437500 Penalty: 2612.108887
	Iteration 5Q: 3 clusters Score -676822.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -676946.937500 Penalty: 2612.108887
	Iteration 6Q: 3 clusters Score -676946.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -677081.000000 Penalty: 2612.108887
	Iteration 7Q: 3 clusters Score -677081 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -677219.625000 Penalty: 2612.108887
	Iteration 8Q: 3 clusters Score -677219.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -677392.250000 Penalty: 2612.108887
	Iteration 9Q: 3 clusters Score -677392.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -677565.250000 Penalty: 2612.108887
	Iteration 10Q: 3 clusters Score -677565.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -677746.562500 Penalty: 2612.108887
	Iteration 11Q: 3 clusters Score -677746.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -677920.125000 Penalty: 2612.108887
	Iteration 12Q: 3 clusters Score -677920.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -678059.375000 Penalty: 2612.108887
	Iteration 13Q: 3 clusters Score -678059.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -678160.125000 Penalty: 2612.108887
	Iteration 14Q: 3 clusters Score -678160.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -678239.937500 Penalty: 2612.108887
	Iteration 15Q: 3 clusters Score -678239.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -678305.437500 Penalty: 2612.108887
	Iteration 16Q: 3 clusters Score -678305.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -678348.875000 Penalty: 2612.108887
	Iteration 17Q: 3 clusters Score -678348.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -678381.000000 Penalty: 2612.108887
	Iteration 18Q: 3 clusters Score -678381 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -678408.000000 Penalty: 2612.108887
	Iteration 19Q: 3 clusters Score -678408 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -678432.187500 Penalty: 2612.108887
	Iteration 20F: 3 clusters Score -678432.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -678452.000000 Penalty: 2612.108887
	Iteration 21Q: 3 clusters Score -678452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -678466.812500 Penalty: 2612.108887
	Iteration 22Q: 3 clusters Score -678466.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -678476.312500 Penalty: 2612.108887
	Iteration 23Q: 3 clusters Score -678476.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -678484.250000 Penalty: 2612.108887
	Iteration 24Q: 3 clusters Score -678484.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -678488.625000 Penalty: 2612.108887
	Iteration 25Q: 3 clusters Score -678488.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -678491.875000 Penalty: 2612.108887
	Iteration 26Q: 3 clusters Score -678491.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -678495.562500 Penalty: 2612.108887
	Iteration 27Q: 3 clusters Score -678495.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -678502.187500 Penalty: 2612.108887
	Iteration 28Q: 3 clusters Score -678502.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -678506.000000 Penalty: 2612.108887
	Iteration 29Q: 3 clusters Score -678506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -678510.875000 Penalty: 2612.108887
	Iteration 30Q: 3 clusters Score -678510.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -678514.312500 Penalty: 2612.108887
	Iteration 31Q: 3 clusters Score -678514.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -678519.750000 Penalty: 2612.108887
	Iteration 32Q: 3 clusters Score -678519.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -678523.437500 Penalty: 2612.108887
	Iteration 33Q: 3 clusters Score -678523.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -678525.250000 Penalty: 2612.108887
	Iteration 34Q: 3 clusters Score -678525.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -678529.062500 Penalty: 2612.108887
	Iteration 35Q: 3 clusters Score -678529.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -678531.937500 Penalty: 2612.108887
	Iteration 36Q: 3 clusters Score -678531.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -678534.125000 Penalty: 2612.108887
	Iteration 37Q: 3 clusters Score -678534.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -678536.437500 Penalty: 2612.108887
	Iteration 38Q: 3 clusters Score -678536.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -678537.500000 Penalty: 2612.108887
	Iteration 39Q: 3 clusters Score -678537.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -678539.187500 Penalty: 2612.108887
	Iteration 40F: 3 clusters Score -678539.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -678538.437500 Penalty: 2612.108887
	Iteration 41Q: 3 clusters Score -678538.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -678538.437500 Penalty: 2612.108887
	Iteration 42F: 3 clusters Score -678538.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Entering Unmasked Estep 
Score: -289267.718750 Penalty: 1180.228638
	Iteration 0F: 2 clusters Score -289267.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -286940.187500 Penalty: 2360.457275
	Iteration 0F: 3 clusters Score -286940.2 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -287529.187500 Penalty: 2360.457275
	Iteration 1F: 3 clusters Score -287529.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -287688.062500 Penalty: 2360.457275
	Iteration 2F: 3 clusters Score -287688.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -287775.250000 Penalty: 2360.457275
	Iteration 3F: 3 clusters Score -287775.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -287831.468750 Penalty: 2360.457275
	Iteration 4Q: 3 clusters Score -287831.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -287867.156250 Penalty: 2360.457275
	Iteration 5Q: 3 clusters Score -287867.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -287883.531250 Penalty: 2360.457275
	Iteration 6Q: 3 clusters Score -287883.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -287905.000000 Penalty: 2360.457275
	Iteration 7Q: 3 clusters Score -287905 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -287922.312500 Penalty: 2360.457275
	Iteration 8Q: 3 clusters Score -287922.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -287931.312500 Penalty: 2360.457275
	Iteration 9Q: 3 clusters Score -287931.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -287935.875000 Penalty: 2360.457275
	Iteration 10Q: 3 clusters Score -287935.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -287939.312500 Penalty: 2360.457275
	Iteration 11Q: 3 clusters Score -287939.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -287943.625000 Penalty: 2360.457275
	Iteration 12Q: 3 clusters Score -287943.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -287948.125000 Penalty: 2360.457275
	Iteration 13Q: 3 clusters Score -287948.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -287952.968750 Penalty: 2360.457275
	Iteration 14Q: 3 clusters Score -287953 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -287957.500000 Penalty: 2360.457275
	Iteration 15Q: 3 clusters Score -287957.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -287963.656250 Penalty: 2360.457275
	Iteration 16Q: 3 clusters Score -287963.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -287971.250000 Penalty: 2360.457275
	Iteration 17Q: 3 clusters Score -287971.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -287975.250000 Penalty: 2360.457275
	Iteration 18Q: 3 clusters Score -287975.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -287983.218750 Penalty: 2360.457275
	Iteration 19Q: 3 clusters Score -287983.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -287987.781250 Penalty: 2360.457275
	Iteration 20F: 3 clusters Score -287987.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -287991.593750 Penalty: 2360.457275
	Iteration 21Q: 3 clusters Score -287991.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -287994.312500 Penalty: 2360.457275
	Iteration 22Q: 3 clusters Score -287994.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -287995.531250 Penalty: 2360.457275
	Iteration 23Q: 3 clusters Score -287995.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -287998.125000 Penalty: 2360.457275
	Iteration 24Q: 3 clusters Score -287998.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -287998.781250 Penalty: 2360.457275
	Iteration 25Q: 3 clusters Score -287998.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -287999.281250 Penalty: 2360.457275
	Iteration 26Q: 3 clusters Score -287999.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -287999.281250 Penalty: 2360.457275
	Iteration 27F: 3 clusters Score -287999.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Entering Unmasked Estep 
Score: -187076.781250 Penalty: 1143.701050
	Iteration 0F: 2 clusters Score -187076.8 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 1066 members 
Entering Unmasked Estep 
Score: -185159.218750 Penalty: 2287.402100
	Iteration 0F: 3 clusters Score -185159.2 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -185741.859375 Penalty: 2287.402100
	Iteration 1F: 3 clusters Score -185741.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -185985.546875 Penalty: 2287.402100
	Iteration 2F: 3 clusters Score -185985.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -186121.203125 Penalty: 2287.402100
	Iteration 3F: 3 clusters Score -186121.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -186215.328125 Penalty: 2287.402100
	Iteration 4Q: 3 clusters Score -186215.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -186274.875000 Penalty: 2287.402100
	Iteration 5Q: 3 clusters Score -186274.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -186336.968750 Penalty: 2287.402100
	Iteration 6Q: 3 clusters Score -186337 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -186379.750000 Penalty: 2287.402100
	Iteration 7Q: 3 clusters Score -186379.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -186411.718750 Penalty: 2287.402100
	Iteration 8Q: 3 clusters Score -186411.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -186443.343750 Penalty: 2287.402100
	Iteration 9Q: 3 clusters Score -186443.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -186468.093750 Penalty: 2287.402100
	Iteration 10Q: 3 clusters Score -186468.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -186491.562500 Penalty: 2287.402100
	Iteration 11Q: 3 clusters Score -186491.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -186517.250000 Penalty: 2287.402100
	Iteration 12Q: 3 clusters Score -186517.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -186533.921875 Penalty: 2287.402100
	Iteration 13Q: 3 clusters Score -186533.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -186546.437500 Penalty: 2287.402100
	Iteration 14Q: 3 clusters Score -186546.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -186557.078125 Penalty: 2287.402100
	Iteration 15Q: 3 clusters Score -186557.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -186564.890625 Penalty: 2287.402100
	Iteration 16Q: 3 clusters Score -186564.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -186569.328125 Penalty: 2287.402100
	Iteration 17Q: 3 clusters Score -186569.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -186573.937500 Penalty: 2287.402100
	Iteration 18Q: 3 clusters Score -186573.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -186576.828125 Penalty: 2287.402100
	Iteration 19Q: 3 clusters Score -186576.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -186582.343750 Penalty: 2287.402100
	Iteration 20F: 3 clusters Score -186582.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -186592.171875 Penalty: 2287.402100
	Iteration 21Q: 3 clusters Score -186592.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -186607.140625 Penalty: 2287.402100
	Iteration 22Q: 3 clusters Score -186607.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -186627.515625 Penalty: 2287.402100
	Iteration 23Q: 3 clusters Score -186627.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -186644.968750 Penalty: 2287.402100
	Iteration 24Q: 3 clusters Score -186645 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -186658.359375 Penalty: 2287.402100
	Iteration 25Q: 3 clusters Score -186658.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -186671.859375 Penalty: 2287.402100
	Iteration 26Q: 3 clusters Score -186671.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -186686.171875 Penalty: 2287.402100
	Iteration 27Q: 3 clusters Score -186686.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -186704.406250 Penalty: 2287.402100
	Iteration 28Q: 3 clusters Score -186704.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -186715.125000 Penalty: 2287.402100
	Iteration 29Q: 3 clusters Score -186715.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -186721.437500 Penalty: 2287.402100
	Iteration 30Q: 3 clusters Score -186721.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -186730.312500 Penalty: 2287.402100
	Iteration 31Q: 3 clusters Score -186730.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -186740.437500 Penalty: 2287.402100
	Iteration 32Q: 3 clusters Score -186740.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -186750.859375 Penalty: 2287.402100
	Iteration 33Q: 3 clusters Score -186750.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -186764.828125 Penalty: 2287.402100
	Iteration 34Q: 3 clusters Score -186764.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -186778.703125 Penalty: 2287.402100
	Iteration 35Q: 3 clusters Score -186778.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -186791.171875 Penalty: 2287.402100
	Iteration 36Q: 3 clusters Score -186791.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -186798.453125 Penalty: 2287.402100
	Iteration 37Q: 3 clusters Score -186798.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -186802.718750 Penalty: 2287.402100
	Iteration 38Q: 3 clusters Score -186802.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -186805.609375 Penalty: 2287.402100
	Iteration 39Q: 3 clusters Score -186805.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -186808.375000 Penalty: 2287.402100
	Iteration 40F: 3 clusters Score -186808.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -186812.078125 Penalty: 2287.402100
	Iteration 41Q: 3 clusters Score -186812.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -186813.078125 Penalty: 2287.402100
	Iteration 42Q: 3 clusters Score -186813.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -186813.265625 Penalty: 2287.402100
	Iteration 43Q: 3 clusters Score -186813.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -186813.265625 Penalty: 2287.402100
	Iteration 44F: 3 clusters Score -186813.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (34460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34460 members 
Entering Unmasked Estep 
Score: -3584012.750000 Penalty: 1554.596191
	Iteration 0F: 2 clusters Score -3584013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -3561569.500000 Penalty: 3109.192383
	Iteration 0F: 3 clusters Score -3561570 nChanged 15551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -3569882.500000 Penalty: 3109.192383
	Iteration 1F: 3 clusters Score -3569882 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -3570395.500000 Penalty: 3109.192383
	Iteration 2Q: 3 clusters Score -3570396 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -3570972.500000 Penalty: 3109.192383
	Iteration 3Q: 3 clusters Score -3570972 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -3571692.500000 Penalty: 3109.192383
	Iteration 4Q: 3 clusters Score -3571692 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -3572705.000000 Penalty: 3109.192383
	Iteration 5F: 3 clusters Score -3572705 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24564 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -3574256.750000 Penalty: 3109.192383
	Iteration 6F: 3 clusters Score -3574257 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27096 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -3576368.000000 Penalty: 3109.192383
	Iteration 7F: 3 clusters Score -3576368 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29544 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -3578593.750000 Penalty: 3109.192383
	Iteration 8F: 3 clusters Score -3578594 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31483 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -3580375.250000 Penalty: 3109.192383
	Iteration 9F: 3 clusters Score -3580375 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32724 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -3581498.500000 Penalty: 3109.192383
	Iteration 10Q: 3 clusters Score -3581498 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33423 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3582128.750000 Penalty: 3109.192383
	Iteration 11Q: 3 clusters Score -3582129 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33756 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -3582435.500000 Penalty: 3109.192383
	Iteration 12Q: 3 clusters Score -3582436 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33911 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3582592.000000 Penalty: 3109.192383
	Iteration 13Q: 3 clusters Score -3582592 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33994 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -3582676.250000 Penalty: 3109.192383
	Iteration 14Q: 3 clusters Score -3582676 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34038 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -3582732.250000 Penalty: 3109.192383
	Iteration 15Q: 3 clusters Score -3582732 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34060 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3582747.500000 Penalty: 3109.192383
	Iteration 16Q: 3 clusters Score -3582748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34068 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3582761.000000 Penalty: 3109.192383
	Iteration 17Q: 3 clusters Score -3582761 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34082 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -3582775.750000 Penalty: 3109.192383
	Iteration 18Q: 3 clusters Score -3582776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34090 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -3582782.500000 Penalty: 3109.192383
	Iteration 19Q: 3 clusters Score -3582782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34097 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3582794.750000 Penalty: 3109.192383
	Iteration 20F: 3 clusters Score -3582795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34107 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3582804.750000 Penalty: 3109.192383
	Iteration 21Q: 3 clusters Score -3582805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34107 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3582807.000000 Penalty: 3109.192383
	Iteration 22Q: 3 clusters Score -3582807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34110 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3582807.750000 Penalty: 3109.192383
	Iteration 23Q: 3 clusters Score -3582808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34113 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3582810.750000 Penalty: 3109.192383
	Iteration 24Q: 3 clusters Score -3582811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34119 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -3582810.500000 Penalty: 3109.192383
	Iteration 25Q: 3 clusters Score -3582810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34123 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3582816.500000 Penalty: 3109.192383
	Iteration 26Q: 3 clusters Score -3582816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34123 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3582822.000000 Penalty: 3109.192383
	Iteration 27Q: 3 clusters Score -3582822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34125 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3582826.500000 Penalty: 3109.192383
	Iteration 28Q: 3 clusters Score -3582826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34129 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3582827.500000 Penalty: 3109.192383
	Iteration 29Q: 3 clusters Score -3582828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34130 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3582827.000000 Penalty: 3109.192383
	Iteration 30Q: 3 clusters Score -3582827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34132 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -3582827.000000 Penalty: 3109.192383
	Iteration 31Q: 3 clusters Score -3582827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34136 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3582832.000000 Penalty: 3109.192383
	Iteration 32Q: 3 clusters Score -3582832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34141 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3582840.500000 Penalty: 3109.192383
	Iteration 33Q: 3 clusters Score -3582840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34143 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -3582851.000000 Penalty: 3109.192383
	Iteration 34Q: 3 clusters Score -3582851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34146 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -3582853.500000 Penalty: 3109.192383
	Iteration 35Q: 3 clusters Score -3582854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34150 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -3582858.250000 Penalty: 3109.192383
	Iteration 36Q: 3 clusters Score -3582858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34150 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -3582864.500000 Penalty: 3109.192383
	Iteration 37Q: 3 clusters Score -3582864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34151 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -3582867.500000 Penalty: 3109.192383
	Iteration 38Q: 3 clusters Score -3582868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34151 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -3582867.500000 Penalty: 3109.192383
	Iteration 39F: 3 clusters Score -3582868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Entering Unmasked Estep 
Score: -1034716.312500 Penalty: 1372.008667
	Iteration 0F: 2 clusters Score -1034716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1027922.000000 Penalty: 2744.017334
	Iteration 0F: 3 clusters Score -1027922 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1030150.500000 Penalty: 2744.017334
	Iteration 1F: 3 clusters Score -1030150 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1030462.062500 Penalty: 2744.017334
	Iteration 2F: 3 clusters Score -1030462 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1030695.500000 Penalty: 2744.017334
	Iteration 3Q: 3 clusters Score -1030696 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1030889.437500 Penalty: 2744.017334
	Iteration 4Q: 3 clusters Score -1030889 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1031074.125000 Penalty: 2744.017334
	Iteration 5Q: 3 clusters Score -1031074 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1031276.500000 Penalty: 2744.017334
	Iteration 6Q: 3 clusters Score -1031276 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1031461.187500 Penalty: 2744.017334
	Iteration 7Q: 3 clusters Score -1031461 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1031653.562500 Penalty: 2744.017334
	Iteration 8Q: 3 clusters Score -1031654 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1031869.250000 Penalty: 2744.017334
	Iteration 9Q: 3 clusters Score -1031869 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1032107.937500 Penalty: 2744.017334
	Iteration 10Q: 3 clusters Score -1032108 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1032333.000000 Penalty: 2744.017334
	Iteration 11Q: 3 clusters Score -1032333 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1032532.750000 Penalty: 2744.017334
	Iteration 12Q: 3 clusters Score -1032533 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1032730.937500 Penalty: 2744.017334
	Iteration 13Q: 3 clusters Score -1032731 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1032925.437500 Penalty: 2744.017334
	Iteration 14Q: 3 clusters Score -1032925 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1033100.437500 Penalty: 2744.017334
	Iteration 15Q: 3 clusters Score -1033100 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1033260.562500 Penalty: 2744.017334
	Iteration 16Q: 3 clusters Score -1033261 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1033395.562500 Penalty: 2744.017334
	Iteration 17Q: 3 clusters Score -1033396 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1033493.000000 Penalty: 2744.017334
	Iteration 18Q: 3 clusters Score -1033493 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1033563.437500 Penalty: 2744.017334
	Iteration 19Q: 3 clusters Score -1033563 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1033610.625000 Penalty: 2744.017334
	Iteration 20F: 3 clusters Score -1033611 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1033641.312500 Penalty: 2744.017334
	Iteration 21Q: 3 clusters Score -1033641 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1033662.812500 Penalty: 2744.017334
	Iteration 22Q: 3 clusters Score -1033663 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1033682.875000 Penalty: 2744.017334
	Iteration 23Q: 3 clusters Score -1033683 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1033697.125000 Penalty: 2744.017334
	Iteration 24Q: 3 clusters Score -1033697 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1033709.625000 Penalty: 2744.017334
	Iteration 25Q: 3 clusters Score -1033710 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1033720.000000 Penalty: 2744.017334
	Iteration 26Q: 3 clusters Score -1033720 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1033729.375000 Penalty: 2744.017334
	Iteration 27Q: 3 clusters Score -1033729 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1033742.250000 Penalty: 2744.017334
	Iteration 28Q: 3 clusters Score -1033742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1033747.312500 Penalty: 2744.017334
	Iteration 29Q: 3 clusters Score -1033747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1033749.937500 Penalty: 2744.017334
	Iteration 30Q: 3 clusters Score -1033750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1033748.687500 Penalty: 2744.017334
	Iteration 31Q: 3 clusters Score -1033749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1033750.312500 Penalty: 2744.017334
	Iteration 32Q: 3 clusters Score -1033750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1033751.437500 Penalty: 2744.017334
	Iteration 33Q: 3 clusters Score -1033751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1033751.250000 Penalty: 2744.017334
	Iteration 34Q: 3 clusters Score -1033751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1033754.500000 Penalty: 2744.017334
	Iteration 35Q: 3 clusters Score -1033754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1033754.687500 Penalty: 2744.017334
	Iteration 36Q: 3 clusters Score -1033755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1033758.625000 Penalty: 2744.017334
	Iteration 37Q: 3 clusters Score -1033759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1033759.812500 Penalty: 2744.017334
	Iteration 38Q: 3 clusters Score -1033760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1033761.312500 Penalty: 2744.017334
	Iteration 39Q: 3 clusters Score -1033761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1033760.750000 Penalty: 2744.017334
	Iteration 40F: 3 clusters Score -1033761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Entering Unmasked Estep 
Score: -232324.718750 Penalty: 1170.282837
	Iteration 0F: 2 clusters Score -232324.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -230114.546875 Penalty: 2340.565674
	Iteration 0F: 3 clusters Score -230114.5 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -230815.578125 Penalty: 2340.565674
	Iteration 1F: 3 clusters Score -230815.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -231021.375000 Penalty: 2340.565674
	Iteration 2F: 3 clusters Score -231021.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -231158.296875 Penalty: 2340.565674
	Iteration 3F: 3 clusters Score -231158.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -231248.281250 Penalty: 2340.565674
	Iteration 4Q: 3 clusters Score -231248.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -231316.062500 Penalty: 2340.565674
	Iteration 5Q: 3 clusters Score -231316.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -231385.687500 Penalty: 2340.565674
	Iteration 6Q: 3 clusters Score -231385.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -231447.593750 Penalty: 2340.565674
	Iteration 7Q: 3 clusters Score -231447.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -231489.453125 Penalty: 2340.565674
	Iteration 8Q: 3 clusters Score -231489.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -231519.656250 Penalty: 2340.565674
	Iteration 9Q: 3 clusters Score -231519.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -231552.515625 Penalty: 2340.565674
	Iteration 10Q: 3 clusters Score -231552.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -231591.781250 Penalty: 2340.565674
	Iteration 11Q: 3 clusters Score -231591.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -231631.968750 Penalty: 2340.565674
	Iteration 12Q: 3 clusters Score -231632 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -231662.656250 Penalty: 2340.565674
	Iteration 13Q: 3 clusters Score -231662.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -231691.921875 Penalty: 2340.565674
	Iteration 14Q: 3 clusters Score -231691.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -231732.593750 Penalty: 2340.565674
	Iteration 15Q: 3 clusters Score -231732.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -231766.906250 Penalty: 2340.565674
	Iteration 16Q: 3 clusters Score -231766.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -231790.046875 Penalty: 2340.565674
	Iteration 17Q: 3 clusters Score -231790 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -231807.312500 Penalty: 2340.565674
	Iteration 18Q: 3 clusters Score -231807.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -231820.734375 Penalty: 2340.565674
	Iteration 19Q: 3 clusters Score -231820.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -231830.500000 Penalty: 2340.565674
	Iteration 20F: 3 clusters Score -231830.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -231837.062500 Penalty: 2340.565674
	Iteration 21Q: 3 clusters Score -231837.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -231844.421875 Penalty: 2340.565674
	Iteration 22Q: 3 clusters Score -231844.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -231847.921875 Penalty: 2340.565674
	Iteration 23Q: 3 clusters Score -231847.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -231852.578125 Penalty: 2340.565674
	Iteration 24Q: 3 clusters Score -231852.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -231854.468750 Penalty: 2340.565674
	Iteration 25Q: 3 clusters Score -231854.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -231855.234375 Penalty: 2340.565674
	Iteration 26Q: 3 clusters Score -231855.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -231855.703125 Penalty: 2340.565674
	Iteration 27Q: 3 clusters Score -231855.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -231856.531250 Penalty: 2340.565674
	Iteration 28Q: 3 clusters Score -231856.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -231856.390625 Penalty: 2340.565674
	Iteration 29Q: 3 clusters Score -231856.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -231856.390625 Penalty: 2340.565674
	Iteration 30F: 3 clusters Score -231856.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Entering Unmasked Estep 
Score: -729841.750000 Penalty: 1330.813232
	Iteration 0F: 2 clusters Score -729841.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -724524.437500 Penalty: 2661.626465
	Iteration 0F: 3 clusters Score -724524.4 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -726413.250000 Penalty: 2661.626465
	Iteration 1F: 3 clusters Score -726413.2 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -726847.750000 Penalty: 2661.626465
	Iteration 2F: 3 clusters Score -726847.8 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -727161.187500 Penalty: 2661.626465
	Iteration 3F: 3 clusters Score -727161.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -727377.437500 Penalty: 2661.626465
	Iteration 4Q: 3 clusters Score -727377.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -727550.812500 Penalty: 2661.626465
	Iteration 5Q: 3 clusters Score -727550.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -727729.000000 Penalty: 2661.626465
	Iteration 6Q: 3 clusters Score -727729 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -727876.625000 Penalty: 2661.626465
	Iteration 7Q: 3 clusters Score -727876.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -728024.875000 Penalty: 2661.626465
	Iteration 8Q: 3 clusters Score -728024.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -728187.000000 Penalty: 2661.626465
	Iteration 9Q: 3 clusters Score -728187 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -728340.375000 Penalty: 2661.626465
	Iteration 10Q: 3 clusters Score -728340.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -728490.875000 Penalty: 2661.626465
	Iteration 11Q: 3 clusters Score -728490.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -728620.375000 Penalty: 2661.626465
	Iteration 12Q: 3 clusters Score -728620.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -728745.875000 Penalty: 2661.626465
	Iteration 13Q: 3 clusters Score -728745.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -728862.750000 Penalty: 2661.626465
	Iteration 14Q: 3 clusters Score -728862.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -728945.562500 Penalty: 2661.626465
	Iteration 15Q: 3 clusters Score -728945.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -728993.062500 Penalty: 2661.626465
	Iteration 16Q: 3 clusters Score -728993.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -729032.125000 Penalty: 2661.626465
	Iteration 17Q: 3 clusters Score -729032.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -729070.500000 Penalty: 2661.626465
	Iteration 18Q: 3 clusters Score -729070.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -729094.937500 Penalty: 2661.626465
	Iteration 19Q: 3 clusters Score -729094.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -729109.812500 Penalty: 2661.626465
	Iteration 20F: 3 clusters Score -729109.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -729117.812500 Penalty: 2661.626465
	Iteration 21Q: 3 clusters Score -729117.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -729135.875000 Penalty: 2661.626465
	Iteration 22Q: 3 clusters Score -729135.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -729150.375000 Penalty: 2661.626465
	Iteration 23Q: 3 clusters Score -729150.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -729164.312500 Penalty: 2661.626465
	Iteration 24Q: 3 clusters Score -729164.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -729172.375000 Penalty: 2661.626465
	Iteration 25Q: 3 clusters Score -729172.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -729178.312500 Penalty: 2661.626465
	Iteration 26Q: 3 clusters Score -729178.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -729182.625000 Penalty: 2661.626465
	Iteration 27Q: 3 clusters Score -729182.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -729189.000000 Penalty: 2661.626465
	Iteration 28Q: 3 clusters Score -729189 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -729192.937500 Penalty: 2661.626465
	Iteration 29Q: 3 clusters Score -729192.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -729196.062500 Penalty: 2661.626465
	Iteration 30Q: 3 clusters Score -729196.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -729201.625000 Penalty: 2661.626465
	Iteration 31Q: 3 clusters Score -729201.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -729207.000000 Penalty: 2661.626465
	Iteration 32Q: 3 clusters Score -729207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -729206.125000 Penalty: 2661.626465
	Iteration 33Q: 3 clusters Score -729206.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -729208.625000 Penalty: 2661.626465
	Iteration 34Q: 3 clusters Score -729208.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -729207.312500 Penalty: 2661.626465
	Iteration 35Q: 3 clusters Score -729207.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -729206.937500 Penalty: 2661.626465
	Iteration 36Q: 3 clusters Score -729206.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -729206.937500 Penalty: 2661.626465
	Iteration 37F: 3 clusters Score -729206.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Entering Unmasked Estep 
Score: -458255.562500 Penalty: 1262.242065
	Iteration 0F: 2 clusters Score -458255.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -454678.375000 Penalty: 2524.484131
	Iteration 0F: 3 clusters Score -454678.4 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -455815.187500 Penalty: 2524.484131
	Iteration 1F: 3 clusters Score -455815.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -456094.406250 Penalty: 2524.484131
	Iteration 2F: 3 clusters Score -456094.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -456312.218750 Penalty: 2524.484131
	Iteration 3F: 3 clusters Score -456312.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -456500.312500 Penalty: 2524.484131
	Iteration 4F: 3 clusters Score -456500.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -456662.781250 Penalty: 2524.484131
	Iteration 5Q: 3 clusters Score -456662.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -456806.062500 Penalty: 2524.484131
	Iteration 6Q: 3 clusters Score -456806.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -456921.593750 Penalty: 2524.484131
	Iteration 7Q: 3 clusters Score -456921.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -457031.000000 Penalty: 2524.484131
	Iteration 8Q: 3 clusters Score -457031 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -457119.812500 Penalty: 2524.484131
	Iteration 9Q: 3 clusters Score -457119.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -457209.906250 Penalty: 2524.484131
	Iteration 10Q: 3 clusters Score -457209.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -457297.125000 Penalty: 2524.484131
	Iteration 11Q: 3 clusters Score -457297.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -457378.218750 Penalty: 2524.484131
	Iteration 12Q: 3 clusters Score -457378.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -457459.125000 Penalty: 2524.484131
	Iteration 13Q: 3 clusters Score -457459.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -457513.843750 Penalty: 2524.484131
	Iteration 14Q: 3 clusters Score -457513.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -457551.187500 Penalty: 2524.484131
	Iteration 15Q: 3 clusters Score -457551.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -457575.406250 Penalty: 2524.484131
	Iteration 16Q: 3 clusters Score -457575.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -457598.062500 Penalty: 2524.484131
	Iteration 17Q: 3 clusters Score -457598.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -457611.531250 Penalty: 2524.484131
	Iteration 18Q: 3 clusters Score -457611.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -457620.218750 Penalty: 2524.484131
	Iteration 19Q: 3 clusters Score -457620.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -457627.062500 Penalty: 2524.484131
	Iteration 20F: 3 clusters Score -457627.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -457631.218750 Penalty: 2524.484131
	Iteration 21Q: 3 clusters Score -457631.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -457634.250000 Penalty: 2524.484131
	Iteration 22Q: 3 clusters Score -457634.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -457635.468750 Penalty: 2524.484131
	Iteration 23Q: 3 clusters Score -457635.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -457636.687500 Penalty: 2524.484131
	Iteration 24Q: 3 clusters Score -457636.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -457639.156250 Penalty: 2524.484131
	Iteration 25Q: 3 clusters Score -457639.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -457639.718750 Penalty: 2524.484131
	Iteration 26Q: 3 clusters Score -457639.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -457643.312500 Penalty: 2524.484131
	Iteration 27Q: 3 clusters Score -457643.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -457645.531250 Penalty: 2524.484131
	Iteration 28Q: 3 clusters Score -457645.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -457649.093750 Penalty: 2524.484131
	Iteration 29Q: 3 clusters Score -457649.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -457651.281250 Penalty: 2524.484131
	Iteration 30Q: 3 clusters Score -457651.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -457652.343750 Penalty: 2524.484131
	Iteration 31Q: 3 clusters Score -457652.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -457653.687500 Penalty: 2524.484131
	Iteration 32Q: 3 clusters Score -457653.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -457655.312500 Penalty: 2524.484131
	Iteration 33Q: 3 clusters Score -457655.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -457655.312500 Penalty: 2524.484131
	Iteration 34Q: 3 clusters Score -457655.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -457655.312500 Penalty: 2524.484131
	Iteration 35F: 3 clusters Score -457655.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Entering Unmasked Estep 
Score: -408792.531250 Penalty: 1248.640869
	Iteration 0F: 2 clusters Score -408792.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -405509.468750 Penalty: 2497.281738
	Iteration 0F: 3 clusters Score -405509.5 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -406395.031250 Penalty: 2497.281738
	Iteration 1F: 3 clusters Score -406395 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -406619.062500 Penalty: 2497.281738
	Iteration 2F: 3 clusters Score -406619.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -406757.718750 Penalty: 2497.281738
	Iteration 3F: 3 clusters Score -406757.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -406837.593750 Penalty: 2497.281738
	Iteration 4Q: 3 clusters Score -406837.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -406899.968750 Penalty: 2497.281738
	Iteration 5Q: 3 clusters Score -406900 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -406963.812500 Penalty: 2497.281738
	Iteration 6Q: 3 clusters Score -406963.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -407010.375000 Penalty: 2497.281738
	Iteration 7Q: 3 clusters Score -407010.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -407047.437500 Penalty: 2497.281738
	Iteration 8Q: 3 clusters Score -407047.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -407089.218750 Penalty: 2497.281738
	Iteration 9Q: 3 clusters Score -407089.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -407121.187500 Penalty: 2497.281738
	Iteration 10Q: 3 clusters Score -407121.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -407141.343750 Penalty: 2497.281738
	Iteration 11Q: 3 clusters Score -407141.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -407157.625000 Penalty: 2497.281738
	Iteration 12Q: 3 clusters Score -407157.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -407183.000000 Penalty: 2497.281738
	Iteration 13Q: 3 clusters Score -407183 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -407206.656250 Penalty: 2497.281738
	Iteration 14Q: 3 clusters Score -407206.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -407231.343750 Penalty: 2497.281738
	Iteration 15Q: 3 clusters Score -407231.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -407259.375000 Penalty: 2497.281738
	Iteration 16Q: 3 clusters Score -407259.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -407294.343750 Penalty: 2497.281738
	Iteration 17Q: 3 clusters Score -407294.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -407331.781250 Penalty: 2497.281738
	Iteration 18Q: 3 clusters Score -407331.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -407373.343750 Penalty: 2497.281738
	Iteration 19Q: 3 clusters Score -407373.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -407418.968750 Penalty: 2497.281738
	Iteration 20F: 3 clusters Score -407419 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -407457.625000 Penalty: 2497.281738
	Iteration 21Q: 3 clusters Score -407457.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -407494.062500 Penalty: 2497.281738
	Iteration 22Q: 3 clusters Score -407494.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -407526.968750 Penalty: 2497.281738
	Iteration 23Q: 3 clusters Score -407527 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -407553.468750 Penalty: 2497.281738
	Iteration 24Q: 3 clusters Score -407553.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -407582.906250 Penalty: 2497.281738
	Iteration 25Q: 3 clusters Score -407582.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -407613.000000 Penalty: 2497.281738
	Iteration 26Q: 3 clusters Score -407613 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -407650.031250 Penalty: 2497.281738
	Iteration 27Q: 3 clusters Score -407650 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -407686.593750 Penalty: 2497.281738
	Iteration 28Q: 3 clusters Score -407686.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -407708.406250 Penalty: 2497.281738
	Iteration 29Q: 3 clusters Score -407708.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -407727.750000 Penalty: 2497.281738
	Iteration 30Q: 3 clusters Score -407727.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -407745.000000 Penalty: 2497.281738
	Iteration 31Q: 3 clusters Score -407745 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -407758.187500 Penalty: 2497.281738
	Iteration 32Q: 3 clusters Score -407758.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -407776.062500 Penalty: 2497.281738
	Iteration 33Q: 3 clusters Score -407776.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -407790.437500 Penalty: 2497.281738
	Iteration 34Q: 3 clusters Score -407790.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -407801.562500 Penalty: 2497.281738
	Iteration 35Q: 3 clusters Score -407801.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -407817.375000 Penalty: 2497.281738
	Iteration 36Q: 3 clusters Score -407817.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -407833.250000 Penalty: 2497.281738
	Iteration 37Q: 3 clusters Score -407833.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -407845.593750 Penalty: 2497.281738
	Iteration 38Q: 3 clusters Score -407845.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -407855.281250 Penalty: 2497.281738
	Iteration 39Q: 3 clusters Score -407855.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -407869.062500 Penalty: 2497.281738
	Iteration 40F: 3 clusters Score -407869.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -407885.250000 Penalty: 2497.281738
	Iteration 41Q: 3 clusters Score -407885.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -407898.406250 Penalty: 2497.281738
	Iteration 42Q: 3 clusters Score -407898.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -407905.593750 Penalty: 2497.281738
	Iteration 43Q: 3 clusters Score -407905.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -407910.000000 Penalty: 2497.281738
	Iteration 44Q: 3 clusters Score -407910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -407914.781250 Penalty: 2497.281738
	Iteration 45Q: 3 clusters Score -407914.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -407919.093750 Penalty: 2497.281738
	Iteration 46Q: 3 clusters Score -407919.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -407923.218750 Penalty: 2497.281738
	Iteration 47Q: 3 clusters Score -407923.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -407925.531250 Penalty: 2497.281738
	Iteration 48Q: 3 clusters Score -407925.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -407927.062500 Penalty: 2497.281738
	Iteration 49Q: 3 clusters Score -407927.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -407928.375000 Penalty: 2497.281738
	Iteration 50Q: 3 clusters Score -407928.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -407928.625000 Penalty: 2497.281738
	Iteration 51Q: 3 clusters Score -407928.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -407930.687500 Penalty: 2497.281738
	Iteration 52Q: 3 clusters Score -407930.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -407932.625000 Penalty: 2497.281738
	Iteration 53Q: 3 clusters Score -407932.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -407934.843750 Penalty: 2497.281738
	Iteration 54Q: 3 clusters Score -407934.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -407936.343750 Penalty: 2497.281738
	Iteration 55Q: 3 clusters Score -407936.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -407936.781250 Penalty: 2497.281738
	Iteration 56Q: 3 clusters Score -407936.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -407937.718750 Penalty: 2497.281738
	Iteration 57Q: 3 clusters Score -407937.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -407938.656250 Penalty: 2497.281738
	Iteration 58Q: 3 clusters Score -407938.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -407938.812500 Penalty: 2497.281738
	Iteration 59Q: 3 clusters Score -407938.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -407939.343750 Penalty: 2497.281738
	Iteration 60F: 3 clusters Score -407939.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -407939.531250 Penalty: 2497.281738
	Iteration 61Q: 3 clusters Score -407939.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -407942.750000 Penalty: 2497.281738
	Iteration 62Q: 3 clusters Score -407942.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -407944.968750 Penalty: 2497.281738
	Iteration 63Q: 3 clusters Score -407945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -407945.187500 Penalty: 2497.281738
	Iteration 64Q: 3 clusters Score -407945.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -407945.937500 Penalty: 2497.281738
	Iteration 65Q: 3 clusters Score -407945.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -407946.968750 Penalty: 2497.281738
	Iteration 66Q: 3 clusters Score -407947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -407948.843750 Penalty: 2497.281738
	Iteration 67Q: 3 clusters Score -407948.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -407949.406250 Penalty: 2497.281738
	Iteration 68Q: 3 clusters Score -407949.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -407950.500000 Penalty: 2497.281738
	Iteration 69Q: 3 clusters Score -407950.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -407951.281250 Penalty: 2497.281738
	Iteration 70Q: 3 clusters Score -407951.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -407951.625000 Penalty: 2497.281738
	Iteration 71Q: 3 clusters Score -407951.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -407952.031250 Penalty: 2497.281738
	Iteration 72Q: 3 clusters Score -407952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -407952.375000 Penalty: 2497.281738
	Iteration 73Q: 3 clusters Score -407952.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -407953.468750 Penalty: 2497.281738
	Iteration 74Q: 3 clusters Score -407953.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -407953.187500 Penalty: 2497.281738
	Iteration 75Q: 3 clusters Score -407953.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -407953.750000 Penalty: 2497.281738
	Iteration 76Q: 3 clusters Score -407953.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -407954.500000 Penalty: 2497.281738
	Iteration 77Q: 3 clusters Score -407954.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -407954.843750 Penalty: 2497.281738
	Iteration 78Q: 3 clusters Score -407954.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -407956.031250 Penalty: 2497.281738
	Iteration 79Q: 3 clusters Score -407956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -407956.031250 Penalty: 2497.281738
	Iteration 80F: 3 clusters Score -407956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Entering Unmasked Estep 
Score: -1619969.750000 Penalty: 1435.442017
	Iteration 0F: 2 clusters Score -1619970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1609711.625000 Penalty: 2870.884033
	Iteration 0F: 3 clusters Score -1609712 nChanged 6698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1613222.250000 Penalty: 2870.884033
	Iteration 1F: 3 clusters Score -1613222 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1613537.500000 Penalty: 2870.884033
	Iteration 2F: 3 clusters Score -1613538 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1613828.125000 Penalty: 2870.884033
	Iteration 3Q: 3 clusters Score -1613828 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1614098.375000 Penalty: 2870.884033
	Iteration 4Q: 3 clusters Score -1614098 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1614380.125000 Penalty: 2870.884033
	Iteration 5Q: 3 clusters Score -1614380 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1614638.750000 Penalty: 2870.884033
	Iteration 6Q: 3 clusters Score -1614639 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1614947.000000 Penalty: 2870.884033
	Iteration 7Q: 3 clusters Score -1614947 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1615251.250000 Penalty: 2870.884033
	Iteration 8Q: 3 clusters Score -1615251 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1615519.875000 Penalty: 2870.884033
	Iteration 9Q: 3 clusters Score -1615520 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1615777.750000 Penalty: 2870.884033
	Iteration 10Q: 3 clusters Score -1615778 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1615979.000000 Penalty: 2870.884033
	Iteration 11Q: 3 clusters Score -1615979 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1616160.375000 Penalty: 2870.884033
	Iteration 12Q: 3 clusters Score -1616160 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1616311.375000 Penalty: 2870.884033
	Iteration 13Q: 3 clusters Score -1616311 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1616434.875000 Penalty: 2870.884033
	Iteration 14Q: 3 clusters Score -1616435 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1616545.000000 Penalty: 2870.884033
	Iteration 15Q: 3 clusters Score -1616545 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1616628.000000 Penalty: 2870.884033
	Iteration 16Q: 3 clusters Score -1616628 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1616697.875000 Penalty: 2870.884033
	Iteration 17Q: 3 clusters Score -1616698 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1616755.125000 Penalty: 2870.884033
	Iteration 18Q: 3 clusters Score -1616755 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1616808.500000 Penalty: 2870.884033
	Iteration 19Q: 3 clusters Score -1616808 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1616851.125000 Penalty: 2870.884033
	Iteration 20F: 3 clusters Score -1616851 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1616891.000000 Penalty: 2870.884033
	Iteration 21Q: 3 clusters Score -1616891 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1616929.250000 Penalty: 2870.884033
	Iteration 22Q: 3 clusters Score -1616929 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1616962.125000 Penalty: 2870.884033
	Iteration 23Q: 3 clusters Score -1616962 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1616993.125000 Penalty: 2870.884033
	Iteration 24Q: 3 clusters Score -1616993 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1617018.500000 Penalty: 2870.884033
	Iteration 25Q: 3 clusters Score -1617018 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1617049.125000 Penalty: 2870.884033
	Iteration 26Q: 3 clusters Score -1617049 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1617065.875000 Penalty: 2870.884033
	Iteration 27Q: 3 clusters Score -1617066 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1617091.000000 Penalty: 2870.884033
	Iteration 28Q: 3 clusters Score -1617091 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1617116.375000 Penalty: 2870.884033
	Iteration 29Q: 3 clusters Score -1617116 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1617133.125000 Penalty: 2870.884033
	Iteration 30Q: 3 clusters Score -1617133 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1617143.250000 Penalty: 2870.884033
	Iteration 31Q: 3 clusters Score -1617143 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1617165.125000 Penalty: 2870.884033
	Iteration 32Q: 3 clusters Score -1617165 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1617177.625000 Penalty: 2870.884033
	Iteration 33Q: 3 clusters Score -1617178 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1617189.625000 Penalty: 2870.884033
	Iteration 34Q: 3 clusters Score -1617190 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1617198.500000 Penalty: 2870.884033
	Iteration 35Q: 3 clusters Score -1617198 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1617213.750000 Penalty: 2870.884033
	Iteration 36Q: 3 clusters Score -1617214 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1617231.250000 Penalty: 2870.884033
	Iteration 37Q: 3 clusters Score -1617231 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1617248.250000 Penalty: 2870.884033
	Iteration 38Q: 3 clusters Score -1617248 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1617265.250000 Penalty: 2870.884033
	Iteration 39Q: 3 clusters Score -1617265 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1617286.875000 Penalty: 2870.884033
	Iteration 40F: 3 clusters Score -1617287 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1617313.375000 Penalty: 2870.884033
	Iteration 41Q: 3 clusters Score -1617313 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1617332.750000 Penalty: 2870.884033
	Iteration 42Q: 3 clusters Score -1617333 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1617340.500000 Penalty: 2870.884033
	Iteration 43Q: 3 clusters Score -1617340 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1617356.125000 Penalty: 2870.884033
	Iteration 44Q: 3 clusters Score -1617356 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1617375.125000 Penalty: 2870.884033
	Iteration 45Q: 3 clusters Score -1617375 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1617388.375000 Penalty: 2870.884033
	Iteration 46Q: 3 clusters Score -1617388 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1617412.625000 Penalty: 2870.884033
	Iteration 47Q: 3 clusters Score -1617413 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1617437.125000 Penalty: 2870.884033
	Iteration 48Q: 3 clusters Score -1617437 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1617467.500000 Penalty: 2870.884033
	Iteration 49Q: 3 clusters Score -1617468 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1617492.250000 Penalty: 2870.884033
	Iteration 50Q: 3 clusters Score -1617492 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1617522.125000 Penalty: 2870.884033
	Iteration 51Q: 3 clusters Score -1617522 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1617561.750000 Penalty: 2870.884033
	Iteration 52Q: 3 clusters Score -1617562 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1617603.000000 Penalty: 2870.884033
	Iteration 53Q: 3 clusters Score -1617603 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1617634.375000 Penalty: 2870.884033
	Iteration 54Q: 3 clusters Score -1617634 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1617677.000000 Penalty: 2870.884033
	Iteration 55Q: 3 clusters Score -1617677 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1617721.250000 Penalty: 2870.884033
	Iteration 56Q: 3 clusters Score -1617721 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1617758.000000 Penalty: 2870.884033
	Iteration 57Q: 3 clusters Score -1617758 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -1617802.750000 Penalty: 2870.884033
	Iteration 58Q: 3 clusters Score -1617803 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1617836.375000 Penalty: 2870.884033
	Iteration 59Q: 3 clusters Score -1617836 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -1617868.750000 Penalty: 2870.884033
	Iteration 60F: 3 clusters Score -1617869 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -1617899.625000 Penalty: 2870.884033
	Iteration 61Q: 3 clusters Score -1617900 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -1617935.875000 Penalty: 2870.884033
	Iteration 62Q: 3 clusters Score -1617936 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -1617967.875000 Penalty: 2870.884033
	Iteration 63Q: 3 clusters Score -1617968 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -1617996.125000 Penalty: 2870.884033
	Iteration 64Q: 3 clusters Score -1617996 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -1618017.375000 Penalty: 2870.884033
	Iteration 65Q: 3 clusters Score -1618017 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -1618038.625000 Penalty: 2870.884033
	Iteration 66Q: 3 clusters Score -1618039 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -1618059.000000 Penalty: 2870.884033
	Iteration 67Q: 3 clusters Score -1618059 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -1618079.875000 Penalty: 2870.884033
	Iteration 68Q: 3 clusters Score -1618080 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -1618099.625000 Penalty: 2870.884033
	Iteration 69Q: 3 clusters Score -1618100 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -1618117.750000 Penalty: 2870.884033
	Iteration 70Q: 3 clusters Score -1618118 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -1618141.000000 Penalty: 2870.884033
	Iteration 71Q: 3 clusters Score -1618141 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -1618159.375000 Penalty: 2870.884033
	Iteration 72Q: 3 clusters Score -1618159 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -1618172.375000 Penalty: 2870.884033
	Iteration 73Q: 3 clusters Score -1618172 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -1618189.875000 Penalty: 2870.884033
	Iteration 74Q: 3 clusters Score -1618190 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -1618202.125000 Penalty: 2870.884033
	Iteration 75Q: 3 clusters Score -1618202 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -1618220.375000 Penalty: 2870.884033
	Iteration 76Q: 3 clusters Score -1618220 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -1618229.500000 Penalty: 2870.884033
	Iteration 77Q: 3 clusters Score -1618230 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -1618250.000000 Penalty: 2870.884033
	Iteration 78Q: 3 clusters Score -1618250 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -1618263.000000 Penalty: 2870.884033
	Iteration 79Q: 3 clusters Score -1618263 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -1618277.000000 Penalty: 2870.884033
	Iteration 80F: 3 clusters Score -1618277 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -1618297.250000 Penalty: 2870.884033
	Iteration 81Q: 3 clusters Score -1618297 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -1618304.000000 Penalty: 2870.884033
	Iteration 82Q: 3 clusters Score -1618304 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -1618311.625000 Penalty: 2870.884033
	Iteration 83Q: 3 clusters Score -1618312 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -1618321.250000 Penalty: 2870.884033
	Iteration 84Q: 3 clusters Score -1618321 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -1618323.375000 Penalty: 2870.884033
	Iteration 85Q: 3 clusters Score -1618323 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -1618331.750000 Penalty: 2870.884033
	Iteration 86Q: 3 clusters Score -1618332 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -1618336.500000 Penalty: 2870.884033
	Iteration 87Q: 3 clusters Score -1618336 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -1618342.875000 Penalty: 2870.884033
	Iteration 88Q: 3 clusters Score -1618343 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -1618361.125000 Penalty: 2870.884033
	Iteration 89Q: 3 clusters Score -1618361 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -1618380.125000 Penalty: 2870.884033
	Iteration 90Q: 3 clusters Score -1618380 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -1618389.125000 Penalty: 2870.884033
	Iteration 91Q: 3 clusters Score -1618389 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -1618401.750000 Penalty: 2870.884033
	Iteration 92Q: 3 clusters Score -1618402 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -1618418.000000 Penalty: 2870.884033
	Iteration 93Q: 3 clusters Score -1618418 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -1618422.875000 Penalty: 2870.884033
	Iteration 94Q: 3 clusters Score -1618423 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -1618436.250000 Penalty: 2870.884033
	Iteration 95Q: 3 clusters Score -1618436 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -1618448.000000 Penalty: 2870.884033
	Iteration 96Q: 3 clusters Score -1618448 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -1618463.875000 Penalty: 2870.884033
	Iteration 97Q: 3 clusters Score -1618464 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -1618475.625000 Penalty: 2870.884033
	Iteration 98Q: 3 clusters Score -1618476 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -1618486.375000 Penalty: 2870.884033
	Iteration 99Q: 3 clusters Score -1618486 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -1618500.750000 Penalty: 2870.884033
	Iteration 100F: 3 clusters Score -1618501 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -1618506.125000 Penalty: 2870.884033
	Iteration 101Q: 3 clusters Score -1618506 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -1618510.875000 Penalty: 2870.884033
	Iteration 102Q: 3 clusters Score -1618511 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -1618517.875000 Penalty: 2870.884033
	Iteration 103Q: 3 clusters Score -1618518 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -1618521.750000 Penalty: 2870.884033
	Iteration 104Q: 3 clusters Score -1618522 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -1618535.375000 Penalty: 2870.884033
	Iteration 105Q: 3 clusters Score -1618535 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -1618542.500000 Penalty: 2870.884033
	Iteration 106Q: 3 clusters Score -1618542 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -1618551.750000 Penalty: 2870.884033
	Iteration 107Q: 3 clusters Score -1618552 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -1618560.000000 Penalty: 2870.884033
	Iteration 108Q: 3 clusters Score -1618560 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -1618570.000000 Penalty: 2870.884033
	Iteration 109Q: 3 clusters Score -1618570 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -1618572.250000 Penalty: 2870.884033
	Iteration 110Q: 3 clusters Score -1618572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -1618569.750000 Penalty: 2870.884033
	Iteration 111Q: 3 clusters Score -1618570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -1618577.750000 Penalty: 2870.884033
	Iteration 112Q: 3 clusters Score -1618578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -1618581.000000 Penalty: 2870.884033
	Iteration 113Q: 3 clusters Score -1618581 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -1618588.250000 Penalty: 2870.884033
	Iteration 114Q: 3 clusters Score -1618588 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -1618592.125000 Penalty: 2870.884033
	Iteration 115Q: 3 clusters Score -1618592 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -1618602.625000 Penalty: 2870.884033
	Iteration 116Q: 3 clusters Score -1618603 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -1618611.625000 Penalty: 2870.884033
	Iteration 117Q: 3 clusters Score -1618612 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -1618622.000000 Penalty: 2870.884033
	Iteration 118Q: 3 clusters Score -1618622 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -1618634.750000 Penalty: 2870.884033
	Iteration 119Q: 3 clusters Score -1618635 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -1618650.500000 Penalty: 2870.884033
	Iteration 120F: 3 clusters Score -1618650 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -1618676.750000 Penalty: 2870.884033
	Iteration 121Q: 3 clusters Score -1618677 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -1618691.125000 Penalty: 2870.884033
	Iteration 122Q: 3 clusters Score -1618691 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -1618704.625000 Penalty: 2870.884033
	Iteration 123Q: 3 clusters Score -1618705 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -1618719.500000 Penalty: 2870.884033
	Iteration 124Q: 3 clusters Score -1618720 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -1618738.500000 Penalty: 2870.884033
	Iteration 125Q: 3 clusters Score -1618738 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -1618749.500000 Penalty: 2870.884033
	Iteration 126Q: 3 clusters Score -1618750 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -1618756.875000 Penalty: 2870.884033
	Iteration 127Q: 3 clusters Score -1618757 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -1618764.875000 Penalty: 2870.884033
	Iteration 128Q: 3 clusters Score -1618765 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -1618770.125000 Penalty: 2870.884033
	Iteration 129Q: 3 clusters Score -1618770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -1618770.250000 Penalty: 2870.884033
	Iteration 130Q: 3 clusters Score -1618770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -1618774.125000 Penalty: 2870.884033
	Iteration 131Q: 3 clusters Score -1618774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -1618778.625000 Penalty: 2870.884033
	Iteration 132Q: 3 clusters Score -1618779 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -1618783.125000 Penalty: 2870.884033
	Iteration 133Q: 3 clusters Score -1618783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -1618789.625000 Penalty: 2870.884033
	Iteration 134Q: 3 clusters Score -1618790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -1618790.625000 Penalty: 2870.884033
	Iteration 135Q: 3 clusters Score -1618791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -1618794.000000 Penalty: 2870.884033
	Iteration 136Q: 3 clusters Score -1618794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -1618797.750000 Penalty: 2870.884033
	Iteration 137Q: 3 clusters Score -1618798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -1618800.500000 Penalty: 2870.884033
	Iteration 138Q: 3 clusters Score -1618800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -1618802.625000 Penalty: 2870.884033
	Iteration 139Q: 3 clusters Score -1618803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -1618805.125000 Penalty: 2870.884033
	Iteration 140F: 3 clusters Score -1618805 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -1618812.625000 Penalty: 2870.884033
	Iteration 141Q: 3 clusters Score -1618813 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -1618817.750000 Penalty: 2870.884033
	Iteration 142Q: 3 clusters Score -1618818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -1618821.500000 Penalty: 2870.884033
	Iteration 143Q: 3 clusters Score -1618822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -1618826.375000 Penalty: 2870.884033
	Iteration 144Q: 3 clusters Score -1618826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -1618828.750000 Penalty: 2870.884033
	Iteration 145Q: 3 clusters Score -1618829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -1618832.750000 Penalty: 2870.884033
	Iteration 146Q: 3 clusters Score -1618833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -1618832.875000 Penalty: 2870.884033
	Iteration 147Q: 3 clusters Score -1618833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -1618833.875000 Penalty: 2870.884033
	Iteration 148Q: 3 clusters Score -1618834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -1618834.125000 Penalty: 2870.884033
	Iteration 149Q: 3 clusters Score -1618834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -1618839.625000 Penalty: 2870.884033
	Iteration 150Q: 3 clusters Score -1618840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -1618841.250000 Penalty: 2870.884033
	Iteration 151Q: 3 clusters Score -1618841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -1618843.000000 Penalty: 2870.884033
	Iteration 152Q: 3 clusters Score -1618843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -1618846.750000 Penalty: 2870.884033
	Iteration 153Q: 3 clusters Score -1618847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -1618849.375000 Penalty: 2870.884033
	Iteration 154Q: 3 clusters Score -1618849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -1618850.500000 Penalty: 2870.884033
	Iteration 155Q: 3 clusters Score -1618850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -1618854.625000 Penalty: 2870.884033
	Iteration 156Q: 3 clusters Score -1618855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -1618856.125000 Penalty: 2870.884033
	Iteration 157Q: 3 clusters Score -1618856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -1618856.250000 Penalty: 2870.884033
	Iteration 158Q: 3 clusters Score -1618856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -1618856.250000 Penalty: 2870.884033
	Iteration 159Q: 3 clusters Score -1618856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -1618857.250000 Penalty: 2870.884033
	Iteration 160F: 3 clusters Score -1618857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -1618857.500000 Penalty: 2870.884033
	Iteration 161Q: 3 clusters Score -1618858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -1618857.500000 Penalty: 2870.884033
	Iteration 162F: 3 clusters Score -1618858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (16182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Entering Unmasked Estep 
Score: -1698498.875000 Penalty: 1442.118286
	Iteration 0F: 2 clusters Score -1698499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1687803.375000 Penalty: 2884.236572
	Iteration 0F: 3 clusters Score -1687803 nChanged 7096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1691616.375000 Penalty: 2884.236572
	Iteration 1F: 3 clusters Score -1691616 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1691951.625000 Penalty: 2884.236572
	Iteration 2F: 3 clusters Score -1691952 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1692247.625000 Penalty: 2884.236572
	Iteration 3Q: 3 clusters Score -1692248 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1692480.000000 Penalty: 2884.236572
	Iteration 4Q: 3 clusters Score -1692480 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1692691.875000 Penalty: 2884.236572
	Iteration 5Q: 3 clusters Score -1692692 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1692901.000000 Penalty: 2884.236572
	Iteration 6Q: 3 clusters Score -1692901 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1693102.250000 Penalty: 2884.236572
	Iteration 7Q: 3 clusters Score -1693102 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1693344.250000 Penalty: 2884.236572
	Iteration 8Q: 3 clusters Score -1693344 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1693651.375000 Penalty: 2884.236572
	Iteration 9Q: 3 clusters Score -1693651 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1694047.375000 Penalty: 2884.236572
	Iteration 10Q: 3 clusters Score -1694047 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -1694539.750000 Penalty: 2884.236572
	Iteration 11Q: 3 clusters Score -1694540 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -1695088.500000 Penalty: 2884.236572
	Iteration 12Q: 3 clusters Score -1695088 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -1695642.625000 Penalty: 2884.236572
	Iteration 13Q: 3 clusters Score -1695643 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -1696159.375000 Penalty: 2884.236572
	Iteration 14Q: 3 clusters Score -1696159 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -1696594.875000 Penalty: 2884.236572
	Iteration 15Q: 3 clusters Score -1696595 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -1696860.125000 Penalty: 2884.236572
	Iteration 16Q: 3 clusters Score -1696860 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -1697026.125000 Penalty: 2884.236572
	Iteration 17Q: 3 clusters Score -1697026 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -1697125.125000 Penalty: 2884.236572
	Iteration 18Q: 3 clusters Score -1697125 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -1697182.750000 Penalty: 2884.236572
	Iteration 19Q: 3 clusters Score -1697183 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -1697241.250000 Penalty: 2884.236572
	Iteration 20F: 3 clusters Score -1697241 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -1697274.875000 Penalty: 2884.236572
	Iteration 21Q: 3 clusters Score -1697275 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -1697302.250000 Penalty: 2884.236572
	Iteration 22Q: 3 clusters Score -1697302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -1697314.500000 Penalty: 2884.236572
	Iteration 23Q: 3 clusters Score -1697314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -1697329.500000 Penalty: 2884.236572
	Iteration 24Q: 3 clusters Score -1697330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -1697335.000000 Penalty: 2884.236572
	Iteration 25Q: 3 clusters Score -1697335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -1697339.750000 Penalty: 2884.236572
	Iteration 26Q: 3 clusters Score -1697340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -1697351.250000 Penalty: 2884.236572
	Iteration 27Q: 3 clusters Score -1697351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -1697367.000000 Penalty: 2884.236572
	Iteration 28Q: 3 clusters Score -1697367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -1697376.750000 Penalty: 2884.236572
	Iteration 29Q: 3 clusters Score -1697377 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -1697388.125000 Penalty: 2884.236572
	Iteration 30Q: 3 clusters Score -1697388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -1697398.500000 Penalty: 2884.236572
	Iteration 31Q: 3 clusters Score -1697398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -1697399.125000 Penalty: 2884.236572
	Iteration 32Q: 3 clusters Score -1697399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -1697399.125000 Penalty: 2884.236572
	Iteration 33F: 3 clusters Score -1697399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Entering Unmasked Estep 
Score: -726356.750000 Penalty: 1327.592285
	Iteration 0F: 2 clusters Score -726356.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -721134.937500 Penalty: 2655.184570
	Iteration 0F: 3 clusters Score -721134.9 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -722855.812500 Penalty: 2655.184570
	Iteration 1F: 3 clusters Score -722855.8 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -723119.562500 Penalty: 2655.184570
	Iteration 2F: 3 clusters Score -723119.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -723300.062500 Penalty: 2655.184570
	Iteration 3Q: 3 clusters Score -723300.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -723431.437500 Penalty: 2655.184570
	Iteration 4Q: 3 clusters Score -723431.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -723532.250000 Penalty: 2655.184570
	Iteration 5Q: 3 clusters Score -723532.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -723614.187500 Penalty: 2655.184570
	Iteration 6Q: 3 clusters Score -723614.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -723688.250000 Penalty: 2655.184570
	Iteration 7Q: 3 clusters Score -723688.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -723747.187500 Penalty: 2655.184570
	Iteration 8Q: 3 clusters Score -723747.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -723792.062500 Penalty: 2655.184570
	Iteration 9Q: 3 clusters Score -723792.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -723826.437500 Penalty: 2655.184570
	Iteration 10Q: 3 clusters Score -723826.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -723857.500000 Penalty: 2655.184570
	Iteration 11Q: 3 clusters Score -723857.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -723887.062500 Penalty: 2655.184570
	Iteration 12Q: 3 clusters Score -723887.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -723916.000000 Penalty: 2655.184570
	Iteration 13Q: 3 clusters Score -723916 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -723944.437500 Penalty: 2655.184570
	Iteration 14Q: 3 clusters Score -723944.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -723979.250000 Penalty: 2655.184570
	Iteration 15Q: 3 clusters Score -723979.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -724013.437500 Penalty: 2655.184570
	Iteration 16Q: 3 clusters Score -724013.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -724039.125000 Penalty: 2655.184570
	Iteration 17Q: 3 clusters Score -724039.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -724059.875000 Penalty: 2655.184570
	Iteration 18Q: 3 clusters Score -724059.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -724085.812500 Penalty: 2655.184570
	Iteration 19Q: 3 clusters Score -724085.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -724107.625000 Penalty: 2655.184570
	Iteration 20F: 3 clusters Score -724107.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -724128.687500 Penalty: 2655.184570
	Iteration 21Q: 3 clusters Score -724128.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -724152.000000 Penalty: 2655.184570
	Iteration 22Q: 3 clusters Score -724152 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -724180.812500 Penalty: 2655.184570
	Iteration 23Q: 3 clusters Score -724180.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -724217.375000 Penalty: 2655.184570
	Iteration 24Q: 3 clusters Score -724217.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -724259.000000 Penalty: 2655.184570
	Iteration 25Q: 3 clusters Score -724259 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -724294.187500 Penalty: 2655.184570
	Iteration 26Q: 3 clusters Score -724294.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -724336.000000 Penalty: 2655.184570
	Iteration 27Q: 3 clusters Score -724336 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -724377.500000 Penalty: 2655.184570
	Iteration 28Q: 3 clusters Score -724377.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -724424.125000 Penalty: 2655.184570
	Iteration 29Q: 3 clusters Score -724424.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -724474.875000 Penalty: 2655.184570
	Iteration 30Q: 3 clusters Score -724474.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -724522.625000 Penalty: 2655.184570
	Iteration 31Q: 3 clusters Score -724522.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -724573.687500 Penalty: 2655.184570
	Iteration 32Q: 3 clusters Score -724573.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -724616.000000 Penalty: 2655.184570
	Iteration 33Q: 3 clusters Score -724616 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -724650.875000 Penalty: 2655.184570
	Iteration 34Q: 3 clusters Score -724650.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -724680.062500 Penalty: 2655.184570
	Iteration 35Q: 3 clusters Score -724680.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -724706.687500 Penalty: 2655.184570
	Iteration 36Q: 3 clusters Score -724706.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -724740.750000 Penalty: 2655.184570
	Iteration 37Q: 3 clusters Score -724740.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -724771.125000 Penalty: 2655.184570
	Iteration 38Q: 3 clusters Score -724771.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -724792.250000 Penalty: 2655.184570
	Iteration 39Q: 3 clusters Score -724792.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -724806.812500 Penalty: 2655.184570
	Iteration 40F: 3 clusters Score -724806.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -724819.625000 Penalty: 2655.184570
	Iteration 41Q: 3 clusters Score -724819.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -724833.500000 Penalty: 2655.184570
	Iteration 42Q: 3 clusters Score -724833.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -724848.312500 Penalty: 2655.184570
	Iteration 43Q: 3 clusters Score -724848.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -724862.500000 Penalty: 2655.184570
	Iteration 44Q: 3 clusters Score -724862.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -724870.812500 Penalty: 2655.184570
	Iteration 45Q: 3 clusters Score -724870.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -724884.437500 Penalty: 2655.184570
	Iteration 46Q: 3 clusters Score -724884.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -724899.750000 Penalty: 2655.184570
	Iteration 47Q: 3 clusters Score -724899.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -724911.062500 Penalty: 2655.184570
	Iteration 48Q: 3 clusters Score -724911.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -724921.187500 Penalty: 2655.184570
	Iteration 49Q: 3 clusters Score -724921.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -724931.437500 Penalty: 2655.184570
	Iteration 50Q: 3 clusters Score -724931.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -724942.187500 Penalty: 2655.184570
	Iteration 51Q: 3 clusters Score -724942.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -724947.062500 Penalty: 2655.184570
	Iteration 52Q: 3 clusters Score -724947.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -724957.250000 Penalty: 2655.184570
	Iteration 53Q: 3 clusters Score -724957.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -724966.000000 Penalty: 2655.184570
	Iteration 54Q: 3 clusters Score -724966 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -724975.250000 Penalty: 2655.184570
	Iteration 55Q: 3 clusters Score -724975.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -724985.375000 Penalty: 2655.184570
	Iteration 56Q: 3 clusters Score -724985.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -724999.875000 Penalty: 2655.184570
	Iteration 57Q: 3 clusters Score -724999.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -725016.812500 Penalty: 2655.184570
	Iteration 58Q: 3 clusters Score -725016.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -725026.687500 Penalty: 2655.184570
	Iteration 59Q: 3 clusters Score -725026.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -725039.812500 Penalty: 2655.184570
	Iteration 60F: 3 clusters Score -725039.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -725051.437500 Penalty: 2655.184570
	Iteration 61Q: 3 clusters Score -725051.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -725068.375000 Penalty: 2655.184570
	Iteration 62Q: 3 clusters Score -725068.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -725083.187500 Penalty: 2655.184570
	Iteration 63Q: 3 clusters Score -725083.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -725094.875000 Penalty: 2655.184570
	Iteration 64Q: 3 clusters Score -725094.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -725103.750000 Penalty: 2655.184570
	Iteration 65Q: 3 clusters Score -725103.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -725114.000000 Penalty: 2655.184570
	Iteration 66Q: 3 clusters Score -725114 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -725122.375000 Penalty: 2655.184570
	Iteration 67Q: 3 clusters Score -725122.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -725124.625000 Penalty: 2655.184570
	Iteration 68Q: 3 clusters Score -725124.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -725130.187500 Penalty: 2655.184570
	Iteration 69Q: 3 clusters Score -725130.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -725135.187500 Penalty: 2655.184570
	Iteration 70Q: 3 clusters Score -725135.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -725139.000000 Penalty: 2655.184570
	Iteration 71Q: 3 clusters Score -725139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -725143.187500 Penalty: 2655.184570
	Iteration 72Q: 3 clusters Score -725143.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -725147.875000 Penalty: 2655.184570
	Iteration 73Q: 3 clusters Score -725147.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -725154.687500 Penalty: 2655.184570
	Iteration 74Q: 3 clusters Score -725154.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -725161.250000 Penalty: 2655.184570
	Iteration 75Q: 3 clusters Score -725161.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -725171.312500 Penalty: 2655.184570
	Iteration 76Q: 3 clusters Score -725171.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -725180.187500 Penalty: 2655.184570
	Iteration 77Q: 3 clusters Score -725180.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -725189.250000 Penalty: 2655.184570
	Iteration 78Q: 3 clusters Score -725189.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -725204.250000 Penalty: 2655.184570
	Iteration 79Q: 3 clusters Score -725204.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -725212.187500 Penalty: 2655.184570
	Iteration 80F: 3 clusters Score -725212.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -725218.687500 Penalty: 2655.184570
	Iteration 81Q: 3 clusters Score -725218.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -725222.000000 Penalty: 2655.184570
	Iteration 82Q: 3 clusters Score -725222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -725226.062500 Penalty: 2655.184570
	Iteration 83Q: 3 clusters Score -725226.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -725229.000000 Penalty: 2655.184570
	Iteration 84Q: 3 clusters Score -725229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -725229.000000 Penalty: 2655.184570
	Iteration 85F: 3 clusters Score -725229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (20913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Entering Unmasked Estep 
Score: -2138736.000000 Penalty: 1480.281128
	Iteration 0F: 2 clusters Score -2138736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -2124950.750000 Penalty: 2960.562256
	Iteration 0F: 3 clusters Score -2124951 nChanged 9252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -2129900.500000 Penalty: 2960.562256
	Iteration 1F: 3 clusters Score -2129900 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -2130317.750000 Penalty: 2960.562256
	Iteration 2F: 3 clusters Score -2130318 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -2130640.500000 Penalty: 2960.562256
	Iteration 3Q: 3 clusters Score -2130640 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -2130873.750000 Penalty: 2960.562256
	Iteration 4Q: 3 clusters Score -2130874 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -2131057.500000 Penalty: 2960.562256
	Iteration 5Q: 3 clusters Score -2131058 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -2131221.500000 Penalty: 2960.562256
	Iteration 6Q: 3 clusters Score -2131222 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -2131386.000000 Penalty: 2960.562256
	Iteration 7Q: 3 clusters Score -2131386 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -2131526.250000 Penalty: 2960.562256
	Iteration 8Q: 3 clusters Score -2131526 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -2131649.250000 Penalty: 2960.562256
	Iteration 9Q: 3 clusters Score -2131649 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -2131781.500000 Penalty: 2960.562256
	Iteration 10Q: 3 clusters Score -2131782 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -2131901.250000 Penalty: 2960.562256
	Iteration 11Q: 3 clusters Score -2131901 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -2132026.000000 Penalty: 2960.562256
	Iteration 12Q: 3 clusters Score -2132026 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -2132159.000000 Penalty: 2960.562256
	Iteration 13Q: 3 clusters Score -2132159 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -2132328.750000 Penalty: 2960.562256
	Iteration 14Q: 3 clusters Score -2132329 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -2132548.250000 Penalty: 2960.562256
	Iteration 15Q: 3 clusters Score -2132548 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -2132794.000000 Penalty: 2960.562256
	Iteration 16Q: 3 clusters Score -2132794 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -2133133.250000 Penalty: 2960.562256
	Iteration 17Q: 3 clusters Score -2133133 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -2133465.500000 Penalty: 2960.562256
	Iteration 18Q: 3 clusters Score -2133466 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -2133836.500000 Penalty: 2960.562256
	Iteration 19Q: 3 clusters Score -2133836 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -2134149.250000 Penalty: 2960.562256
	Iteration 20F: 3 clusters Score -2134149 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -2134375.500000 Penalty: 2960.562256
	Iteration 21Q: 3 clusters Score -2134376 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -2134540.750000 Penalty: 2960.562256
	Iteration 22Q: 3 clusters Score -2134541 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -2134652.250000 Penalty: 2960.562256
	Iteration 23Q: 3 clusters Score -2134652 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -2134734.500000 Penalty: 2960.562256
	Iteration 24Q: 3 clusters Score -2134734 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -2134790.000000 Penalty: 2960.562256
	Iteration 25Q: 3 clusters Score -2134790 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -2134835.000000 Penalty: 2960.562256
	Iteration 26Q: 3 clusters Score -2134835 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -2134875.500000 Penalty: 2960.562256
	Iteration 27Q: 3 clusters Score -2134876 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -2134931.250000 Penalty: 2960.562256
	Iteration 28Q: 3 clusters Score -2134931 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -2134980.250000 Penalty: 2960.562256
	Iteration 29Q: 3 clusters Score -2134980 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -2135041.250000 Penalty: 2960.562256
	Iteration 30Q: 3 clusters Score -2135041 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -2135104.250000 Penalty: 2960.562256
	Iteration 31Q: 3 clusters Score -2135104 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -2135169.250000 Penalty: 2960.562256
	Iteration 32Q: 3 clusters Score -2135169 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -2135239.250000 Penalty: 2960.562256
	Iteration 33Q: 3 clusters Score -2135239 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -2135303.250000 Penalty: 2960.562256
	Iteration 34Q: 3 clusters Score -2135303 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -2135374.000000 Penalty: 2960.562256
	Iteration 35Q: 3 clusters Score -2135374 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -2135446.250000 Penalty: 2960.562256
	Iteration 36Q: 3 clusters Score -2135446 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -2135529.500000 Penalty: 2960.562256
	Iteration 37Q: 3 clusters Score -2135530 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -2135615.250000 Penalty: 2960.562256
	Iteration 38Q: 3 clusters Score -2135615 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -2135717.750000 Penalty: 2960.562256
	Iteration 39Q: 3 clusters Score -2135718 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -2135833.750000 Penalty: 2960.562256
	Iteration 40F: 3 clusters Score -2135834 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -2135956.000000 Penalty: 2960.562256
	Iteration 41Q: 3 clusters Score -2135956 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -2136100.750000 Penalty: 2960.562256
	Iteration 42Q: 3 clusters Score -2136101 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -2136249.250000 Penalty: 2960.562256
	Iteration 43Q: 3 clusters Score -2136249 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -2136384.750000 Penalty: 2960.562256
	Iteration 44Q: 3 clusters Score -2136385 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2136570.000000 Penalty: 2960.562256
	Iteration 45Q: 3 clusters Score -2136570 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2136757.500000 Penalty: 2960.562256
	Iteration 46Q: 3 clusters Score -2136758 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2136940.250000 Penalty: 2960.562256
	Iteration 47Q: 3 clusters Score -2136940 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2137105.500000 Penalty: 2960.562256
	Iteration 48Q: 3 clusters Score -2137106 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2137221.250000 Penalty: 2960.562256
	Iteration 49Q: 3 clusters Score -2137221 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2137300.750000 Penalty: 2960.562256
	Iteration 50Q: 3 clusters Score -2137301 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2137370.250000 Penalty: 2960.562256
	Iteration 51Q: 3 clusters Score -2137370 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2137422.250000 Penalty: 2960.562256
	Iteration 52Q: 3 clusters Score -2137422 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2137455.000000 Penalty: 2960.562256
	Iteration 53Q: 3 clusters Score -2137455 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2137480.500000 Penalty: 2960.562256
	Iteration 54Q: 3 clusters Score -2137480 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2137512.500000 Penalty: 2960.562256
	Iteration 55Q: 3 clusters Score -2137512 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2137528.750000 Penalty: 2960.562256
	Iteration 56Q: 3 clusters Score -2137529 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2137551.500000 Penalty: 2960.562256
	Iteration 57Q: 3 clusters Score -2137552 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2137558.750000 Penalty: 2960.562256
	Iteration 58Q: 3 clusters Score -2137559 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2137566.750000 Penalty: 2960.562256
	Iteration 59Q: 3 clusters Score -2137567 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2137579.250000 Penalty: 2960.562256
	Iteration 60F: 3 clusters Score -2137579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2137581.750000 Penalty: 2960.562256
	Iteration 61Q: 3 clusters Score -2137582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2137586.000000 Penalty: 2960.562256
	Iteration 62Q: 3 clusters Score -2137586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20513 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2137593.750000 Penalty: 2960.562256
	Iteration 63Q: 3 clusters Score -2137594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2137596.000000 Penalty: 2960.562256
	Iteration 64Q: 3 clusters Score -2137596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2137595.000000 Penalty: 2960.562256
	Iteration 65Q: 3 clusters Score -2137595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2137595.000000 Penalty: 2960.562256
	Iteration 66F: 3 clusters Score -2137595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Entering Unmasked Estep 
Score: -986106.687500 Penalty: 1367.097168
	Iteration 0F: 2 clusters Score -986106.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -979598.875000 Penalty: 2734.194336
	Iteration 0F: 3 clusters Score -979598.9 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -981778.250000 Penalty: 2734.194336
	Iteration 1F: 3 clusters Score -981778.2 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -982194.375000 Penalty: 2734.194336
	Iteration 2F: 3 clusters Score -982194.4 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -982557.812500 Penalty: 2734.194336
	Iteration 3F: 3 clusters Score -982557.8 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -982877.687500 Penalty: 2734.194336
	Iteration 4F: 3 clusters Score -982877.7 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -983166.500000 Penalty: 2734.194336
	Iteration 5Q: 3 clusters Score -983166.5 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -983400.562500 Penalty: 2734.194336
	Iteration 6Q: 3 clusters Score -983400.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -983601.562500 Penalty: 2734.194336
	Iteration 7Q: 3 clusters Score -983601.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -983802.750000 Penalty: 2734.194336
	Iteration 8Q: 3 clusters Score -983802.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -983975.437500 Penalty: 2734.194336
	Iteration 9Q: 3 clusters Score -983975.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -984118.312500 Penalty: 2734.194336
	Iteration 10Q: 3 clusters Score -984118.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -984232.750000 Penalty: 2734.194336
	Iteration 11Q: 3 clusters Score -984232.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -984324.687500 Penalty: 2734.194336
	Iteration 12Q: 3 clusters Score -984324.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -984420.250000 Penalty: 2734.194336
	Iteration 13Q: 3 clusters Score -984420.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -984484.937500 Penalty: 2734.194336
	Iteration 14Q: 3 clusters Score -984484.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -984558.562500 Penalty: 2734.194336
	Iteration 15Q: 3 clusters Score -984558.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -984619.875000 Penalty: 2734.194336
	Iteration 16Q: 3 clusters Score -984619.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -984684.812500 Penalty: 2734.194336
	Iteration 17Q: 3 clusters Score -984684.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -984742.875000 Penalty: 2734.194336
	Iteration 18Q: 3 clusters Score -984742.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -984780.250000 Penalty: 2734.194336
	Iteration 19Q: 3 clusters Score -984780.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -984812.937500 Penalty: 2734.194336
	Iteration 20F: 3 clusters Score -984812.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -984839.625000 Penalty: 2734.194336
	Iteration 21Q: 3 clusters Score -984839.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -984869.187500 Penalty: 2734.194336
	Iteration 22Q: 3 clusters Score -984869.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -984899.250000 Penalty: 2734.194336
	Iteration 23Q: 3 clusters Score -984899.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -984931.562500 Penalty: 2734.194336
	Iteration 24Q: 3 clusters Score -984931.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -984968.312500 Penalty: 2734.194336
	Iteration 25Q: 3 clusters Score -984968.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -984994.562500 Penalty: 2734.194336
	Iteration 26Q: 3 clusters Score -984994.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -985010.250000 Penalty: 2734.194336
	Iteration 27Q: 3 clusters Score -985010.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -985033.625000 Penalty: 2734.194336
	Iteration 28Q: 3 clusters Score -985033.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -985046.187500 Penalty: 2734.194336
	Iteration 29Q: 3 clusters Score -985046.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -985051.812500 Penalty: 2734.194336
	Iteration 30Q: 3 clusters Score -985051.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -985059.500000 Penalty: 2734.194336
	Iteration 31Q: 3 clusters Score -985059.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -985074.000000 Penalty: 2734.194336
	Iteration 32Q: 3 clusters Score -985074 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -985081.750000 Penalty: 2734.194336
	Iteration 33Q: 3 clusters Score -985081.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -985088.937500 Penalty: 2734.194336
	Iteration 34Q: 3 clusters Score -985088.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -985094.250000 Penalty: 2734.194336
	Iteration 35Q: 3 clusters Score -985094.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -985103.500000 Penalty: 2734.194336
	Iteration 36Q: 3 clusters Score -985103.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -985110.437500 Penalty: 2734.194336
	Iteration 37Q: 3 clusters Score -985110.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -985116.000000 Penalty: 2734.194336
	Iteration 38Q: 3 clusters Score -985116 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -985123.187500 Penalty: 2734.194336
	Iteration 39Q: 3 clusters Score -985123.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -985130.250000 Penalty: 2734.194336
	Iteration 40F: 3 clusters Score -985130.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -985137.687500 Penalty: 2734.194336
	Iteration 41Q: 3 clusters Score -985137.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -985144.000000 Penalty: 2734.194336
	Iteration 42Q: 3 clusters Score -985144 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -985150.250000 Penalty: 2734.194336
	Iteration 43Q: 3 clusters Score -985150.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -985160.312500 Penalty: 2734.194336
	Iteration 44Q: 3 clusters Score -985160.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -985165.500000 Penalty: 2734.194336
	Iteration 45Q: 3 clusters Score -985165.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -985171.500000 Penalty: 2734.194336
	Iteration 46Q: 3 clusters Score -985171.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -985175.312500 Penalty: 2734.194336
	Iteration 47Q: 3 clusters Score -985175.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -985178.312500 Penalty: 2734.194336
	Iteration 48Q: 3 clusters Score -985178.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -985182.375000 Penalty: 2734.194336
	Iteration 49Q: 3 clusters Score -985182.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -985183.812500 Penalty: 2734.194336
	Iteration 50Q: 3 clusters Score -985183.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -985186.625000 Penalty: 2734.194336
	Iteration 51Q: 3 clusters Score -985186.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -985189.062500 Penalty: 2734.194336
	Iteration 52Q: 3 clusters Score -985189.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -985190.312500 Penalty: 2734.194336
	Iteration 53Q: 3 clusters Score -985190.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -985189.250000 Penalty: 2734.194336
	Iteration 54Q: 3 clusters Score -985189.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -985189.125000 Penalty: 2734.194336
	Iteration 55Q: 3 clusters Score -985189.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -985190.562500 Penalty: 2734.194336
	Iteration 56Q: 3 clusters Score -985190.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -985191.375000 Penalty: 2734.194336
	Iteration 57Q: 3 clusters Score -985191.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -985189.937500 Penalty: 2734.194336
	Iteration 58Q: 3 clusters Score -985189.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -985190.312500 Penalty: 2734.194336
	Iteration 59Q: 3 clusters Score -985190.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -985190.250000 Penalty: 2734.194336
	Iteration 60F: 3 clusters Score -985190.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -985191.687500 Penalty: 2734.194336
	Iteration 61Q: 3 clusters Score -985191.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -985192.125000 Penalty: 2734.194336
	Iteration 62Q: 3 clusters Score -985192.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -985192.687500 Penalty: 2734.194336
	Iteration 63Q: 3 clusters Score -985192.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -985192.937500 Penalty: 2734.194336
	Iteration 64Q: 3 clusters Score -985192.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -985192.937500 Penalty: 2734.194336
	Iteration 65Q: 3 clusters Score -985192.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -985195.125000 Penalty: 2734.194336
	Iteration 66Q: 3 clusters Score -985195.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -985193.875000 Penalty: 2734.194336
	Iteration 67Q: 3 clusters Score -985193.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -985195.750000 Penalty: 2734.194336
	Iteration 68Q: 3 clusters Score -985195.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -985195.750000 Penalty: 2734.194336
	Iteration 69F: 3 clusters Score -985195.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (22388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Entering Unmasked Estep 
Score: -2267739.250000 Penalty: 1490.422485
	Iteration 0F: 2 clusters Score -2267739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -2252950.000000 Penalty: 2980.844971
	Iteration 0F: 3 clusters Score -2252950 nChanged 9995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -2258441.000000 Penalty: 2980.844971
	Iteration 1F: 3 clusters Score -2258441 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -2258940.500000 Penalty: 2980.844971
	Iteration 2F: 3 clusters Score -2258940 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -2259368.750000 Penalty: 2980.844971
	Iteration 3Q: 3 clusters Score -2259369 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -2259828.500000 Penalty: 2980.844971
	Iteration 4Q: 3 clusters Score -2259828 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -2260380.250000 Penalty: 2980.844971
	Iteration 5Q: 3 clusters Score -2260380 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -2261083.000000 Penalty: 2980.844971
	Iteration 6Q: 3 clusters Score -2261083 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -2261882.000000 Penalty: 2980.844971
	Iteration 7F: 3 clusters Score -2261882 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -2262785.500000 Penalty: 2980.844971
	Iteration 8F: 3 clusters Score -2262786 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -2263732.750000 Penalty: 2980.844971
	Iteration 9Q: 3 clusters Score -2263733 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -2264528.000000 Penalty: 2980.844971
	Iteration 10Q: 3 clusters Score -2264528 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -2265105.000000 Penalty: 2980.844971
	Iteration 11Q: 3 clusters Score -2265105 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -2265519.750000 Penalty: 2980.844971
	Iteration 12Q: 3 clusters Score -2265520 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -2265842.250000 Penalty: 2980.844971
	Iteration 13Q: 3 clusters Score -2265842 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -2266088.500000 Penalty: 2980.844971
	Iteration 14Q: 3 clusters Score -2266088 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -2266245.250000 Penalty: 2980.844971
	Iteration 15Q: 3 clusters Score -2266245 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -2266340.000000 Penalty: 2980.844971
	Iteration 16Q: 3 clusters Score -2266340 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -2266402.250000 Penalty: 2980.844971
	Iteration 17Q: 3 clusters Score -2266402 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -2266458.250000 Penalty: 2980.844971
	Iteration 18Q: 3 clusters Score -2266458 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
Score: -2266510.000000 Penalty: 2980.844971
	Iteration 19Q: 3 clusters Score -2266510 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -2266553.250000 Penalty: 2980.844971
	Iteration 20F: 3 clusters Score -2266553 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -2266582.000000 Penalty: 2980.844971
	Iteration 21Q: 3 clusters Score -2266582 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -2266613.250000 Penalty: 2980.844971
	Iteration 22Q: 3 clusters Score -2266613 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -2266634.500000 Penalty: 2980.844971
	Iteration 23Q: 3 clusters Score -2266634 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -2266642.250000 Penalty: 2980.844971
	Iteration 24Q: 3 clusters Score -2266642 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
Score: -2266655.000000 Penalty: 2980.844971
	Iteration 25Q: 3 clusters Score -2266655 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -2266667.000000 Penalty: 2980.844971
	Iteration 26Q: 3 clusters Score -2266667 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -2266674.750000 Penalty: 2980.844971
	Iteration 27Q: 3 clusters Score -2266675 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -2266681.750000 Penalty: 2980.844971
	Iteration 28Q: 3 clusters Score -2266682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 21456 members 
Entering Unmasked Estep 
Score: -2266687.000000 Penalty: 2980.844971
	Iteration 29Q: 3 clusters Score -2266687 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 21468 members 
Entering Unmasked Estep 
Score: -2266693.500000 Penalty: 2980.844971
	Iteration 30Q: 3 clusters Score -2266694 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -2266701.750000 Penalty: 2980.844971
	Iteration 31Q: 3 clusters Score -2266702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -2266703.750000 Penalty: 2980.844971
	Iteration 32Q: 3 clusters Score -2266704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -2266709.000000 Penalty: 2980.844971
	Iteration 33Q: 3 clusters Score -2266709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -2266712.250000 Penalty: 2980.844971
	Iteration 34Q: 3 clusters Score -2266712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -2266714.250000 Penalty: 2980.844971
	Iteration 35Q: 3 clusters Score -2266714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -2266716.750000 Penalty: 2980.844971
	Iteration 36Q: 3 clusters Score -2266717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -2266717.500000 Penalty: 2980.844971
	Iteration 37Q: 3 clusters Score -2266718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -2266717.500000 Penalty: 2980.844971
	Iteration 38F: 3 clusters Score -2266718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (14848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Entering Unmasked Estep 
Score: -1541925.250000 Penalty: 1429.316284
	Iteration 0F: 2 clusters Score -1541925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1532159.250000 Penalty: 2858.632568
	Iteration 0F: 3 clusters Score -1532159 nChanged 6359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1535573.125000 Penalty: 2858.632568
	Iteration 1F: 3 clusters Score -1535573 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1536031.500000 Penalty: 2858.632568
	Iteration 2F: 3 clusters Score -1536032 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1536502.500000 Penalty: 2858.632568
	Iteration 3F: 3 clusters Score -1536502 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1537038.125000 Penalty: 2858.632568
	Iteration 4F: 3 clusters Score -1537038 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1537676.500000 Penalty: 2858.632568
	Iteration 5F: 3 clusters Score -1537676 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1538429.500000 Penalty: 2858.632568
	Iteration 6F: 3 clusters Score -1538430 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1539237.375000 Penalty: 2858.632568
	Iteration 7F: 3 clusters Score -1539237 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1539849.750000 Penalty: 2858.632568
	Iteration 8F: 3 clusters Score -1539850 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1540226.750000 Penalty: 2858.632568
	Iteration 9Q: 3 clusters Score -1540227 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1540456.875000 Penalty: 2858.632568
	Iteration 10Q: 3 clusters Score -1540457 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1540584.875000 Penalty: 2858.632568
	Iteration 11Q: 3 clusters Score -1540585 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1540669.750000 Penalty: 2858.632568
	Iteration 12Q: 3 clusters Score -1540670 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1540713.875000 Penalty: 2858.632568
	Iteration 13Q: 3 clusters Score -1540714 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -1540754.000000 Penalty: 2858.632568
	Iteration 14Q: 3 clusters Score -1540754 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1540783.625000 Penalty: 2858.632568
	Iteration 15Q: 3 clusters Score -1540784 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1540805.625000 Penalty: 2858.632568
	Iteration 16Q: 3 clusters Score -1540806 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1540827.125000 Penalty: 2858.632568
	Iteration 17Q: 3 clusters Score -1540827 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1540843.875000 Penalty: 2858.632568
	Iteration 18Q: 3 clusters Score -1540844 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1540853.250000 Penalty: 2858.632568
	Iteration 19Q: 3 clusters Score -1540853 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1540865.500000 Penalty: 2858.632568
	Iteration 20F: 3 clusters Score -1540866 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1540874.000000 Penalty: 2858.632568
	Iteration 21Q: 3 clusters Score -1540874 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1540883.125000 Penalty: 2858.632568
	Iteration 22Q: 3 clusters Score -1540883 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1540895.625000 Penalty: 2858.632568
	Iteration 23Q: 3 clusters Score -1540896 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -1540898.375000 Penalty: 2858.632568
	Iteration 24Q: 3 clusters Score -1540898 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1540904.750000 Penalty: 2858.632568
	Iteration 25Q: 3 clusters Score -1540905 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1540906.000000 Penalty: 2858.632568
	Iteration 26Q: 3 clusters Score -1540906 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1540909.000000 Penalty: 2858.632568
	Iteration 27Q: 3 clusters Score -1540909 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1540916.250000 Penalty: 2858.632568
	Iteration 28Q: 3 clusters Score -1540916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1540917.000000 Penalty: 2858.632568
	Iteration 29Q: 3 clusters Score -1540917 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1540922.625000 Penalty: 2858.632568
	Iteration 30Q: 3 clusters Score -1540923 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1540925.750000 Penalty: 2858.632568
	Iteration 31Q: 3 clusters Score -1540926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1540928.375000 Penalty: 2858.632568
	Iteration 32Q: 3 clusters Score -1540928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1540928.625000 Penalty: 2858.632568
	Iteration 33Q: 3 clusters Score -1540929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1540927.750000 Penalty: 2858.632568
	Iteration 34Q: 3 clusters Score -1540928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1540929.000000 Penalty: 2858.632568
	Iteration 35Q: 3 clusters Score -1540929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1540931.375000 Penalty: 2858.632568
	Iteration 36Q: 3 clusters Score -1540931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1540929.375000 Penalty: 2858.632568
	Iteration 37Q: 3 clusters Score -1540929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1540927.875000 Penalty: 2858.632568
	Iteration 38Q: 3 clusters Score -1540928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1540926.375000 Penalty: 2858.632568
	Iteration 39Q: 3 clusters Score -1540926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1540928.875000 Penalty: 2858.632568
	Iteration 40F: 3 clusters Score -1540929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1540928.625000 Penalty: 2858.632568
	Iteration 41Q: 3 clusters Score -1540929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1540927.000000 Penalty: 2858.632568
	Iteration 42Q: 3 clusters Score -1540927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1540928.625000 Penalty: 2858.632568
	Iteration 43Q: 3 clusters Score -1540929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1540925.750000 Penalty: 2858.632568
	Iteration 44Q: 3 clusters Score -1540926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1540929.000000 Penalty: 2858.632568
	Iteration 45Q: 3 clusters Score -1540929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1540927.125000 Penalty: 2858.632568
	Iteration 46Q: 3 clusters Score -1540927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1540927.125000 Penalty: 2858.632568
	Iteration 47F: 3 clusters Score -1540927 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Entering Unmasked Estep 
Score: -994640.750000 Penalty: 1374.404907
	Iteration 0F: 2 clusters Score -994640.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -987750.750000 Penalty: 2748.809814
	Iteration 0F: 3 clusters Score -987750.8 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -990019.687500 Penalty: 2748.809814
	Iteration 1F: 3 clusters Score -990019.7 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -990346.500000 Penalty: 2748.809814
	Iteration 2F: 3 clusters Score -990346.5 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -990561.562500 Penalty: 2748.809814
	Iteration 3F: 3 clusters Score -990561.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -990732.750000 Penalty: 2748.809814
	Iteration 4Q: 3 clusters Score -990732.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -990895.937500 Penalty: 2748.809814
	Iteration 5Q: 3 clusters Score -990895.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -991044.437500 Penalty: 2748.809814
	Iteration 6Q: 3 clusters Score -991044.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -991189.000000 Penalty: 2748.809814
	Iteration 7Q: 3 clusters Score -991189 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -991339.375000 Penalty: 2748.809814
	Iteration 8Q: 3 clusters Score -991339.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -991487.562500 Penalty: 2748.809814
	Iteration 9Q: 3 clusters Score -991487.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -991629.437500 Penalty: 2748.809814
	Iteration 10Q: 3 clusters Score -991629.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -991770.000000 Penalty: 2748.809814
	Iteration 11Q: 3 clusters Score -991770 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -991868.062500 Penalty: 2748.809814
	Iteration 12Q: 3 clusters Score -991868.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -991958.375000 Penalty: 2748.809814
	Iteration 13Q: 3 clusters Score -991958.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -992033.875000 Penalty: 2748.809814
	Iteration 14Q: 3 clusters Score -992033.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -992108.562500 Penalty: 2748.809814
	Iteration 15Q: 3 clusters Score -992108.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -992167.437500 Penalty: 2748.809814
	Iteration 16Q: 3 clusters Score -992167.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -992216.750000 Penalty: 2748.809814
	Iteration 17Q: 3 clusters Score -992216.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -992265.000000 Penalty: 2748.809814
	Iteration 18Q: 3 clusters Score -992265 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -992303.250000 Penalty: 2748.809814
	Iteration 19Q: 3 clusters Score -992303.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -992335.625000 Penalty: 2748.809814
	Iteration 20F: 3 clusters Score -992335.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -992362.500000 Penalty: 2748.809814
	Iteration 21Q: 3 clusters Score -992362.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -992388.687500 Penalty: 2748.809814
	Iteration 22Q: 3 clusters Score -992388.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -992411.937500 Penalty: 2748.809814
	Iteration 23Q: 3 clusters Score -992411.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -992429.812500 Penalty: 2748.809814
	Iteration 24Q: 3 clusters Score -992429.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -992440.750000 Penalty: 2748.809814
	Iteration 25Q: 3 clusters Score -992440.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -992456.937500 Penalty: 2748.809814
	Iteration 26Q: 3 clusters Score -992456.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -992474.437500 Penalty: 2748.809814
	Iteration 27Q: 3 clusters Score -992474.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -992494.125000 Penalty: 2748.809814
	Iteration 28Q: 3 clusters Score -992494.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -992511.000000 Penalty: 2748.809814
	Iteration 29Q: 3 clusters Score -992511 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -992526.937500 Penalty: 2748.809814
	Iteration 30Q: 3 clusters Score -992526.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -992544.937500 Penalty: 2748.809814
	Iteration 31Q: 3 clusters Score -992544.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -992559.375000 Penalty: 2748.809814
	Iteration 32Q: 3 clusters Score -992559.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -992578.687500 Penalty: 2748.809814
	Iteration 33Q: 3 clusters Score -992578.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -992589.875000 Penalty: 2748.809814
	Iteration 34Q: 3 clusters Score -992589.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -992600.375000 Penalty: 2748.809814
	Iteration 35Q: 3 clusters Score -992600.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -992611.937500 Penalty: 2748.809814
	Iteration 36Q: 3 clusters Score -992611.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -992622.875000 Penalty: 2748.809814
	Iteration 37Q: 3 clusters Score -992622.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -992627.875000 Penalty: 2748.809814
	Iteration 38Q: 3 clusters Score -992627.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -992632.187500 Penalty: 2748.809814
	Iteration 39Q: 3 clusters Score -992632.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -992635.000000 Penalty: 2748.809814
	Iteration 40F: 3 clusters Score -992635 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -992641.875000 Penalty: 2748.809814
	Iteration 41Q: 3 clusters Score -992641.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -992646.250000 Penalty: 2748.809814
	Iteration 42Q: 3 clusters Score -992646.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -992651.875000 Penalty: 2748.809814
	Iteration 43Q: 3 clusters Score -992651.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -992656.812500 Penalty: 2748.809814
	Iteration 44Q: 3 clusters Score -992656.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -992664.625000 Penalty: 2748.809814
	Iteration 45Q: 3 clusters Score -992664.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -992675.687500 Penalty: 2748.809814
	Iteration 46Q: 3 clusters Score -992675.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -992686.500000 Penalty: 2748.809814
	Iteration 47Q: 3 clusters Score -992686.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -992700.250000 Penalty: 2748.809814
	Iteration 48Q: 3 clusters Score -992700.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -992712.750000 Penalty: 2748.809814
	Iteration 49Q: 3 clusters Score -992712.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -992721.562500 Penalty: 2748.809814
	Iteration 50Q: 3 clusters Score -992721.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -992730.687500 Penalty: 2748.809814
	Iteration 51Q: 3 clusters Score -992730.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -992739.312500 Penalty: 2748.809814
	Iteration 52Q: 3 clusters Score -992739.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -992748.875000 Penalty: 2748.809814
	Iteration 53Q: 3 clusters Score -992748.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -992755.250000 Penalty: 2748.809814
	Iteration 54Q: 3 clusters Score -992755.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -992763.625000 Penalty: 2748.809814
	Iteration 55Q: 3 clusters Score -992763.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -992773.875000 Penalty: 2748.809814
	Iteration 56Q: 3 clusters Score -992773.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -992787.562500 Penalty: 2748.809814
	Iteration 57Q: 3 clusters Score -992787.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -992796.125000 Penalty: 2748.809814
	Iteration 58Q: 3 clusters Score -992796.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -992803.437500 Penalty: 2748.809814
	Iteration 59Q: 3 clusters Score -992803.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -992817.562500 Penalty: 2748.809814
	Iteration 60F: 3 clusters Score -992817.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -992830.625000 Penalty: 2748.809814
	Iteration 61Q: 3 clusters Score -992830.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -992840.312500 Penalty: 2748.809814
	Iteration 62Q: 3 clusters Score -992840.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -992854.062500 Penalty: 2748.809814
	Iteration 63Q: 3 clusters Score -992854.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -992870.625000 Penalty: 2748.809814
	Iteration 64Q: 3 clusters Score -992870.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -992891.375000 Penalty: 2748.809814
	Iteration 65Q: 3 clusters Score -992891.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -992921.937500 Penalty: 2748.809814
	Iteration 66Q: 3 clusters Score -992921.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -992955.875000 Penalty: 2748.809814
	Iteration 67Q: 3 clusters Score -992955.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -992995.062500 Penalty: 2748.809814
	Iteration 68Q: 3 clusters Score -992995.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -993039.312500 Penalty: 2748.809814
	Iteration 69Q: 3 clusters Score -993039.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -993090.375000 Penalty: 2748.809814
	Iteration 70Q: 3 clusters Score -993090.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -993147.250000 Penalty: 2748.809814
	Iteration 71Q: 3 clusters Score -993147.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -993206.375000 Penalty: 2748.809814
	Iteration 72Q: 3 clusters Score -993206.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -993259.312500 Penalty: 2748.809814
	Iteration 73Q: 3 clusters Score -993259.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -993302.687500 Penalty: 2748.809814
	Iteration 74Q: 3 clusters Score -993302.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -993333.000000 Penalty: 2748.809814
	Iteration 75Q: 3 clusters Score -993333 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -993354.562500 Penalty: 2748.809814
	Iteration 76Q: 3 clusters Score -993354.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -993373.812500 Penalty: 2748.809814
	Iteration 77Q: 3 clusters Score -993373.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -993387.562500 Penalty: 2748.809814
	Iteration 78Q: 3 clusters Score -993387.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -993398.812500 Penalty: 2748.809814
	Iteration 79Q: 3 clusters Score -993398.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -993409.062500 Penalty: 2748.809814
	Iteration 80F: 3 clusters Score -993409.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -993416.250000 Penalty: 2748.809814
	Iteration 81Q: 3 clusters Score -993416.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -993421.750000 Penalty: 2748.809814
	Iteration 82Q: 3 clusters Score -993421.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -993430.687500 Penalty: 2748.809814
	Iteration 83Q: 3 clusters Score -993430.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -993439.562500 Penalty: 2748.809814
	Iteration 84Q: 3 clusters Score -993439.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -993445.250000 Penalty: 2748.809814
	Iteration 85Q: 3 clusters Score -993445.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -993448.625000 Penalty: 2748.809814
	Iteration 86Q: 3 clusters Score -993448.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -993450.125000 Penalty: 2748.809814
	Iteration 87Q: 3 clusters Score -993450.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -993456.312500 Penalty: 2748.809814
	Iteration 88Q: 3 clusters Score -993456.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -993457.000000 Penalty: 2748.809814
	Iteration 89Q: 3 clusters Score -993457 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -993460.062500 Penalty: 2748.809814
	Iteration 90Q: 3 clusters Score -993460.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -993467.562500 Penalty: 2748.809814
	Iteration 91Q: 3 clusters Score -993467.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -993473.750000 Penalty: 2748.809814
	Iteration 92Q: 3 clusters Score -993473.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -993475.625000 Penalty: 2748.809814
	Iteration 93Q: 3 clusters Score -993475.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -993476.875000 Penalty: 2748.809814
	Iteration 94Q: 3 clusters Score -993476.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -993477.937500 Penalty: 2748.809814
	Iteration 95Q: 3 clusters Score -993477.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -993481.312500 Penalty: 2748.809814
	Iteration 96Q: 3 clusters Score -993481.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -993482.250000 Penalty: 2748.809814
	Iteration 97Q: 3 clusters Score -993482.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -993481.562500 Penalty: 2748.809814
	Iteration 98Q: 3 clusters Score -993481.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -993481.750000 Penalty: 2748.809814
	Iteration 99Q: 3 clusters Score -993481.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -993482.875000 Penalty: 2748.809814
	Iteration 100F: 3 clusters Score -993482.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -993482.375000 Penalty: 2748.809814
	Iteration 101Q: 3 clusters Score -993482.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -993482.750000 Penalty: 2748.809814
	Iteration 102Q: 3 clusters Score -993482.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -993480.812500 Penalty: 2748.809814
	Iteration 103Q: 3 clusters Score -993480.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -993480.812500 Penalty: 2748.809814
	Iteration 104F: 3 clusters Score -993480.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Entering Unmasked Estep 
Score: -369550.468750 Penalty: 1229.238281
	Iteration 0F: 2 clusters Score -369550.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -366529.343750 Penalty: 2458.476562
	Iteration 0F: 3 clusters Score -366529.3 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -367399.656250 Penalty: 2458.476562
	Iteration 1F: 3 clusters Score -367399.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -367582.281250 Penalty: 2458.476562
	Iteration 2F: 3 clusters Score -367582.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -367693.187500 Penalty: 2458.476562
	Iteration 3Q: 3 clusters Score -367693.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -367776.968750 Penalty: 2458.476562
	Iteration 4Q: 3 clusters Score -367777 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -367838.968750 Penalty: 2458.476562
	Iteration 5Q: 3 clusters Score -367839 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -367885.000000 Penalty: 2458.476562
	Iteration 6Q: 3 clusters Score -367885 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -367920.437500 Penalty: 2458.476562
	Iteration 7Q: 3 clusters Score -367920.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -367947.093750 Penalty: 2458.476562
	Iteration 8Q: 3 clusters Score -367947.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -367974.593750 Penalty: 2458.476562
	Iteration 9Q: 3 clusters Score -367974.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -368000.468750 Penalty: 2458.476562
	Iteration 10Q: 3 clusters Score -368000.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -368031.718750 Penalty: 2458.476562
	Iteration 11Q: 3 clusters Score -368031.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -368058.156250 Penalty: 2458.476562
	Iteration 12Q: 3 clusters Score -368058.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -368079.093750 Penalty: 2458.476562
	Iteration 13Q: 3 clusters Score -368079.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -368097.968750 Penalty: 2458.476562
	Iteration 14Q: 3 clusters Score -368098 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -368113.562500 Penalty: 2458.476562
	Iteration 15Q: 3 clusters Score -368113.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -368130.000000 Penalty: 2458.476562
	Iteration 16Q: 3 clusters Score -368130 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -368145.093750 Penalty: 2458.476562
	Iteration 17Q: 3 clusters Score -368145.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -368154.656250 Penalty: 2458.476562
	Iteration 18Q: 3 clusters Score -368154.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -368162.000000 Penalty: 2458.476562
	Iteration 19Q: 3 clusters Score -368162 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -368170.437500 Penalty: 2458.476562
	Iteration 20F: 3 clusters Score -368170.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -368173.500000 Penalty: 2458.476562
	Iteration 21Q: 3 clusters Score -368173.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -368175.781250 Penalty: 2458.476562
	Iteration 22Q: 3 clusters Score -368175.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -368180.093750 Penalty: 2458.476562
	Iteration 23Q: 3 clusters Score -368180.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -368184.218750 Penalty: 2458.476562
	Iteration 24Q: 3 clusters Score -368184.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -368188.500000 Penalty: 2458.476562
	Iteration 25Q: 3 clusters Score -368188.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -368192.312500 Penalty: 2458.476562
	Iteration 26Q: 3 clusters Score -368192.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -368197.781250 Penalty: 2458.476562
	Iteration 27Q: 3 clusters Score -368197.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -368205.312500 Penalty: 2458.476562
	Iteration 28Q: 3 clusters Score -368205.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -368212.562500 Penalty: 2458.476562
	Iteration 29Q: 3 clusters Score -368212.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -368220.437500 Penalty: 2458.476562
	Iteration 30Q: 3 clusters Score -368220.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -368225.031250 Penalty: 2458.476562
	Iteration 31Q: 3 clusters Score -368225 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -368234.312500 Penalty: 2458.476562
	Iteration 32Q: 3 clusters Score -368234.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -368240.875000 Penalty: 2458.476562
	Iteration 33Q: 3 clusters Score -368240.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -368244.968750 Penalty: 2458.476562
	Iteration 34Q: 3 clusters Score -368245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -368246.875000 Penalty: 2458.476562
	Iteration 35Q: 3 clusters Score -368246.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -368248.437500 Penalty: 2458.476562
	Iteration 36Q: 3 clusters Score -368248.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -368248.687500 Penalty: 2458.476562
	Iteration 37Q: 3 clusters Score -368248.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -368248.562500 Penalty: 2458.476562
	Iteration 38Q: 3 clusters Score -368248.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -368248.562500 Penalty: 2458.476562
	Iteration 39F: 3 clusters Score -368248.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (51658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51658 members 
Entering Unmasked Estep 
Score: -5170334.500000 Penalty: 1614.837280
	Iteration 0F: 2 clusters Score -5170334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25909 members 
Mstep: Class 2 contains 25749 members 
Entering Unmasked Estep 
Score: -5136841.500000 Penalty: 3229.674561
	Iteration 0F: 3 clusters Score -5136842 nChanged 23701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26268 members 
Mstep: Class 2 contains 25390 members 
Entering Unmasked Estep 
Score: -5150088.000000 Penalty: 3229.674561
	Iteration 1F: 3 clusters Score -5150088 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26370 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -5150749.000000 Penalty: 3229.674561
	Iteration 2Q: 3 clusters Score -5150749 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26493 members 
Mstep: Class 2 contains 25165 members 
Entering Unmasked Estep 
Score: -5151328.500000 Penalty: 3229.674561
	Iteration 3Q: 3 clusters Score -5151328 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26721 members 
Mstep: Class 2 contains 24937 members 
Entering Unmasked Estep 
Score: -5151937.500000 Penalty: 3229.674561
	Iteration 4Q: 3 clusters Score -5151938 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27074 members 
Mstep: Class 2 contains 24584 members 
Entering Unmasked Estep 
Score: -5152569.500000 Penalty: 3229.674561
	Iteration 5Q: 3 clusters Score -5152570 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 24094 members 
Entering Unmasked Estep 
Score: -5153222.500000 Penalty: 3229.674561
	Iteration 6Q: 3 clusters Score -5153222 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28245 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -5154135.000000 Penalty: 3229.674561
	Iteration 7Q: 3 clusters Score -5154135 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -5155240.000000 Penalty: 3229.674561
	Iteration 8Q: 3 clusters Score -5155240 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30427 members 
Mstep: Class 2 contains 21231 members 
Entering Unmasked Estep 
Score: -5156680.500000 Penalty: 3229.674561
	Iteration 9Q: 3 clusters Score -5156680 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31856 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -5158276.000000 Penalty: 3229.674561
	Iteration 10F: 3 clusters Score -5158276 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33408 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -5159931.000000 Penalty: 3229.674561
	Iteration 11F: 3 clusters Score -5159931 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -5161255.500000 Penalty: 3229.674561
	Iteration 12Q: 3 clusters Score -5161256 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36305 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -5162281.000000 Penalty: 3229.674561
	Iteration 13Q: 3 clusters Score -5162281 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37563 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -5163007.500000 Penalty: 3229.674561
	Iteration 14Q: 3 clusters Score -5163008 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38724 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -5163660.500000 Penalty: 3229.674561
	Iteration 15Q: 3 clusters Score -5163660 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39885 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -5164178.000000 Penalty: 3229.674561
	Iteration 16Q: 3 clusters Score -5164178 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40981 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -5164707.500000 Penalty: 3229.674561
	Iteration 17Q: 3 clusters Score -5164708 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42065 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -5165244.500000 Penalty: 3229.674561
	Iteration 18Q: 3 clusters Score -5165244 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43190 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -5165857.500000 Penalty: 3229.674561
	Iteration 19Q: 3 clusters Score -5165858 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44217 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -5166374.500000 Penalty: 3229.674561
	Iteration 20F: 3 clusters Score -5166374 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45161 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -5166830.000000 Penalty: 3229.674561
	Iteration 21Q: 3 clusters Score -5166830 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46041 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -5167287.000000 Penalty: 3229.674561
	Iteration 22Q: 3 clusters Score -5167287 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46852 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -5167765.500000 Penalty: 3229.674561
	Iteration 23Q: 3 clusters Score -5167766 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47550 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -5168164.500000 Penalty: 3229.674561
	Iteration 24Q: 3 clusters Score -5168164 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48141 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -5168427.000000 Penalty: 3229.674561
	Iteration 25Q: 3 clusters Score -5168427 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48570 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -5168627.500000 Penalty: 3229.674561
	Iteration 26Q: 3 clusters Score -5168628 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48923 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -5168807.000000 Penalty: 3229.674561
	Iteration 27Q: 3 clusters Score -5168807 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49216 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -5168930.500000 Penalty: 3229.674561
	Iteration 28Q: 3 clusters Score -5168930 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49435 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -5169028.000000 Penalty: 3229.674561
	Iteration 29Q: 3 clusters Score -5169028 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49595 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -5169082.500000 Penalty: 3229.674561
	Iteration 30Q: 3 clusters Score -5169082 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49732 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -5169137.500000 Penalty: 3229.674561
	Iteration 31Q: 3 clusters Score -5169138 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49839 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -5169192.500000 Penalty: 3229.674561
	Iteration 32Q: 3 clusters Score -5169192 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49927 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -5169223.000000 Penalty: 3229.674561
	Iteration 33Q: 3 clusters Score -5169223 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49991 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -5169245.000000 Penalty: 3229.674561
	Iteration 34Q: 3 clusters Score -5169245 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50035 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -5169266.500000 Penalty: 3229.674561
	Iteration 35Q: 3 clusters Score -5169266 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50074 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -5169282.000000 Penalty: 3229.674561
	Iteration 36Q: 3 clusters Score -5169282 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50099 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -5169292.500000 Penalty: 3229.674561
	Iteration 37Q: 3 clusters Score -5169292 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50120 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -5169302.500000 Penalty: 3229.674561
	Iteration 38Q: 3 clusters Score -5169302 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50143 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -5169311.000000 Penalty: 3229.674561
	Iteration 39Q: 3 clusters Score -5169311 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50153 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -5169319.000000 Penalty: 3229.674561
	Iteration 40F: 3 clusters Score -5169319 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50168 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -5169319.000000 Penalty: 3229.674561
	Iteration 41Q: 3 clusters Score -5169319 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50184 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -5169323.000000 Penalty: 3229.674561
	Iteration 42Q: 3 clusters Score -5169323 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50194 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -5169331.000000 Penalty: 3229.674561
	Iteration 43Q: 3 clusters Score -5169331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50201 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -5169331.500000 Penalty: 3229.674561
	Iteration 44Q: 3 clusters Score -5169332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50209 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -5169350.500000 Penalty: 3229.674561
	Iteration 45Q: 3 clusters Score -5169350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50220 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -5169349.500000 Penalty: 3229.674561
	Iteration 46Q: 3 clusters Score -5169350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50228 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -5169346.000000 Penalty: 3229.674561
	Iteration 47Q: 3 clusters Score -5169346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50234 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -5169347.000000 Penalty: 3229.674561
	Iteration 48Q: 3 clusters Score -5169347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50241 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -5169344.500000 Penalty: 3229.674561
	Iteration 49Q: 3 clusters Score -5169344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50247 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -5169343.000000 Penalty: 3229.674561
	Iteration 50Q: 3 clusters Score -5169343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50254 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -5169350.500000 Penalty: 3229.674561
	Iteration 51Q: 3 clusters Score -5169350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50262 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -5169352.000000 Penalty: 3229.674561
	Iteration 52Q: 3 clusters Score -5169352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50265 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -5169354.500000 Penalty: 3229.674561
	Iteration 53Q: 3 clusters Score -5169354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50269 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -5169353.000000 Penalty: 3229.674561
	Iteration 54Q: 3 clusters Score -5169353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50269 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -5169352.500000 Penalty: 3229.674561
	Iteration 55Q: 3 clusters Score -5169352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50272 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -5169357.500000 Penalty: 3229.674561
	Iteration 56Q: 3 clusters Score -5169358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50275 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -5169355.500000 Penalty: 3229.674561
	Iteration 57Q: 3 clusters Score -5169356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50277 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -5169358.500000 Penalty: 3229.674561
	Iteration 58Q: 3 clusters Score -5169358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50279 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -5169355.000000 Penalty: 3229.674561
	Iteration 59Q: 3 clusters Score -5169355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50282 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -5169356.000000 Penalty: 3229.674561
	Iteration 60F: 3 clusters Score -5169356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50284 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -5169363.000000 Penalty: 3229.674561
	Iteration 61Q: 3 clusters Score -5169363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50286 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -5169365.000000 Penalty: 3229.674561
	Iteration 62Q: 3 clusters Score -5169365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50288 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -5169364.000000 Penalty: 3229.674561
	Iteration 63Q: 3 clusters Score -5169364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50290 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -5169361.000000 Penalty: 3229.674561
	Iteration 64Q: 3 clusters Score -5169361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50290 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -5169362.500000 Penalty: 3229.674561
	Iteration 65Q: 3 clusters Score -5169362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50291 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -5169363.000000 Penalty: 3229.674561
	Iteration 66Q: 3 clusters Score -5169363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50292 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -5169363.000000 Penalty: 3229.674561
	Iteration 67Q: 3 clusters Score -5169363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50292 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -5169363.000000 Penalty: 3229.674561
	Iteration 68F: 3 clusters Score -5169363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (200261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200261 members 
Entering Unmasked Estep 
Score: -20101768.000000 Penalty: 1816.457642
	Iteration 0F: 2 clusters Score -2.010177e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100182 members 
Mstep: Class 2 contains 100079 members 
Entering Unmasked Estep 
Score: -19968814.000000 Penalty: 3632.915283
	Iteration 0F: 3 clusters Score -1.996881e+07 nChanged 96168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101446 members 
Mstep: Class 2 contains 98815 members 
Entering Unmasked Estep 
Score: -20026336.000000 Penalty: 3632.915283
	Iteration 1F: 3 clusters Score -2.002634e+07 nChanged 7851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102131 members 
Mstep: Class 2 contains 98130 members 
Entering Unmasked Estep 
Score: -20029072.000000 Penalty: 3632.915283
	Iteration 2Q: 3 clusters Score -2.002907e+07 nChanged 9023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102946 members 
Mstep: Class 2 contains 97315 members 
Entering Unmasked Estep 
Score: -20033144.000000 Penalty: 3632.915283
	Iteration 3Q: 3 clusters Score -2.003314e+07 nChanged 10762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103940 members 
Mstep: Class 2 contains 96321 members 
Entering Unmasked Estep 
Score: -20038914.000000 Penalty: 3632.915283
	Iteration 4F: 3 clusters Score -2.003891e+07 nChanged 12790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105040 members 
Mstep: Class 2 contains 95221 members 
Entering Unmasked Estep 
Score: -20047504.000000 Penalty: 3632.915283
	Iteration 5F: 3 clusters Score -2.00475e+07 nChanged 14332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106150 members 
Mstep: Class 2 contains 94111 members 
Entering Unmasked Estep 
Score: -20058412.000000 Penalty: 3632.915283
	Iteration 6F: 3 clusters Score -2.005841e+07 nChanged 14201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107355 members 
Mstep: Class 2 contains 92906 members 
Entering Unmasked Estep 
Score: -20069728.000000 Penalty: 3632.915283
	Iteration 7F: 3 clusters Score -2.006973e+07 nChanged 12386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108363 members 
Mstep: Class 2 contains 91898 members 
Entering Unmasked Estep 
Score: -20078414.000000 Penalty: 3632.915283
	Iteration 8F: 3 clusters Score -2.007841e+07 nChanged 9304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108985 members 
Mstep: Class 2 contains 91276 members 
Entering Unmasked Estep 
Score: -20083596.000000 Penalty: 3632.915283
	Iteration 9Q: 3 clusters Score -2.00836e+07 nChanged 6392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109199 members 
Mstep: Class 2 contains 91062 members 
Entering Unmasked Estep 
Score: -20086014.000000 Penalty: 3632.915283
	Iteration 10Q: 3 clusters Score -2.008601e+07 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109155 members 
Mstep: Class 2 contains 91106 members 
Entering Unmasked Estep 
Score: -20087318.000000 Penalty: 3632.915283
	Iteration 11Q: 3 clusters Score -2.008732e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108949 members 
Mstep: Class 2 contains 91312 members 
Entering Unmasked Estep 
Score: -20088120.000000 Penalty: 3632.915283
	Iteration 12Q: 3 clusters Score -2.008812e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108705 members 
Mstep: Class 2 contains 91556 members 
Entering Unmasked Estep 
Score: -20088742.000000 Penalty: 3632.915283
	Iteration 13Q: 3 clusters Score -2.008874e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108490 members 
Mstep: Class 2 contains 91771 members 
Entering Unmasked Estep 
Score: -20089188.000000 Penalty: 3632.915283
	Iteration 14Q: 3 clusters Score -2.008919e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108207 members 
Mstep: Class 2 contains 92054 members 
Entering Unmasked Estep 
Score: -20089384.000000 Penalty: 3632.915283
	Iteration 15Q: 3 clusters Score -2.008938e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107955 members 
Mstep: Class 2 contains 92306 members 
Entering Unmasked Estep 
Score: -20089592.000000 Penalty: 3632.915283
	Iteration 16Q: 3 clusters Score -2.008959e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107709 members 
Mstep: Class 2 contains 92552 members 
Entering Unmasked Estep 
Score: -20089690.000000 Penalty: 3632.915283
	Iteration 17Q: 3 clusters Score -2.008969e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107477 members 
Mstep: Class 2 contains 92784 members 
Entering Unmasked Estep 
Score: -20089834.000000 Penalty: 3632.915283
	Iteration 18Q: 3 clusters Score -2.008983e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107278 members 
Mstep: Class 2 contains 92983 members 
Entering Unmasked Estep 
Score: -20089990.000000 Penalty: 3632.915283
	Iteration 19Q: 3 clusters Score -2.008999e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107084 members 
Mstep: Class 2 contains 93177 members 
Entering Unmasked Estep 
Score: -20090086.000000 Penalty: 3632.915283
	Iteration 20F: 3 clusters Score -2.009009e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106880 members 
Mstep: Class 2 contains 93381 members 
Entering Unmasked Estep 
Score: -20090106.000000 Penalty: 3632.915283
	Iteration 21Q: 3 clusters Score -2.009011e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106663 members 
Mstep: Class 2 contains 93598 members 
Entering Unmasked Estep 
Score: -20090058.000000 Penalty: 3632.915283
	Iteration 22Q: 3 clusters Score -2.009006e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106441 members 
Mstep: Class 2 contains 93820 members 
Entering Unmasked Estep 
Score: -20090104.000000 Penalty: 3632.915283
	Iteration 23Q: 3 clusters Score -2.00901e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106234 members 
Mstep: Class 2 contains 94027 members 
Entering Unmasked Estep 
Score: -20090080.000000 Penalty: 3632.915283
	Iteration 24Q: 3 clusters Score -2.009008e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106048 members 
Mstep: Class 2 contains 94213 members 
Entering Unmasked Estep 
Score: -20090120.000000 Penalty: 3632.915283
	Iteration 25Q: 3 clusters Score -2.009012e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105878 members 
Mstep: Class 2 contains 94383 members 
Entering Unmasked Estep 
Score: -20090154.000000 Penalty: 3632.915283
	Iteration 26Q: 3 clusters Score -2.009015e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105701 members 
Mstep: Class 2 contains 94560 members 
Entering Unmasked Estep 
Score: -20090124.000000 Penalty: 3632.915283
	Iteration 27Q: 3 clusters Score -2.009012e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105528 members 
Mstep: Class 2 contains 94733 members 
Entering Unmasked Estep 
Score: -20090146.000000 Penalty: 3632.915283
	Iteration 28Q: 3 clusters Score -2.009015e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105344 members 
Mstep: Class 2 contains 94917 members 
Entering Unmasked Estep 
Score: -20090082.000000 Penalty: 3632.915283
	Iteration 29Q: 3 clusters Score -2.009008e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105182 members 
Mstep: Class 2 contains 95079 members 
Entering Unmasked Estep 
Score: -20090092.000000 Penalty: 3632.915283
	Iteration 30Q: 3 clusters Score -2.009009e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105029 members 
Mstep: Class 2 contains 95232 members 
Entering Unmasked Estep 
Score: -20090086.000000 Penalty: 3632.915283
	Iteration 31Q: 3 clusters Score -2.009009e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104867 members 
Mstep: Class 2 contains 95394 members 
Entering Unmasked Estep 
Score: -20090108.000000 Penalty: 3632.915283
	Iteration 32Q: 3 clusters Score -2.009011e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104726 members 
Mstep: Class 2 contains 95535 members 
Entering Unmasked Estep 
Score: -20090104.000000 Penalty: 3632.915283
	Iteration 33Q: 3 clusters Score -2.00901e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104590 members 
Mstep: Class 2 contains 95671 members 
Entering Unmasked Estep 
Score: -20090118.000000 Penalty: 3632.915283
	Iteration 34Q: 3 clusters Score -2.009012e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104465 members 
Mstep: Class 2 contains 95796 members 
Entering Unmasked Estep 
Score: -20090108.000000 Penalty: 3632.915283
	Iteration 35Q: 3 clusters Score -2.009011e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104341 members 
Mstep: Class 2 contains 95920 members 
Entering Unmasked Estep 
Score: -20090122.000000 Penalty: 3632.915283
	Iteration 36Q: 3 clusters Score -2.009012e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104233 members 
Mstep: Class 2 contains 96028 members 
Entering Unmasked Estep 
Score: -20090140.000000 Penalty: 3632.915283
	Iteration 37Q: 3 clusters Score -2.009014e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104128 members 
Mstep: Class 2 contains 96133 members 
Entering Unmasked Estep 
Score: -20090146.000000 Penalty: 3632.915283
	Iteration 38Q: 3 clusters Score -2.009015e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104033 members 
Mstep: Class 2 contains 96228 members 
Entering Unmasked Estep 
Score: -20090174.000000 Penalty: 3632.915283
	Iteration 39Q: 3 clusters Score -2.009017e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103941 members 
Mstep: Class 2 contains 96320 members 
Entering Unmasked Estep 
Score: -20090174.000000 Penalty: 3632.915283
	Iteration 40F: 3 clusters Score -2.009017e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103852 members 
Mstep: Class 2 contains 96409 members 
Entering Unmasked Estep 
Score: -20090170.000000 Penalty: 3632.915283
	Iteration 41Q: 3 clusters Score -2.009017e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103762 members 
Mstep: Class 2 contains 96499 members 
Entering Unmasked Estep 
Score: -20090166.000000 Penalty: 3632.915283
	Iteration 42Q: 3 clusters Score -2.009017e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103678 members 
Mstep: Class 2 contains 96583 members 
Entering Unmasked Estep 
Score: -20090158.000000 Penalty: 3632.915283
	Iteration 43Q: 3 clusters Score -2.009016e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103598 members 
Mstep: Class 2 contains 96663 members 
Entering Unmasked Estep 
Score: -20090172.000000 Penalty: 3632.915283
	Iteration 44Q: 3 clusters Score -2.009017e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103518 members 
Mstep: Class 2 contains 96743 members 
Entering Unmasked Estep 
Score: -20090164.000000 Penalty: 3632.915283
	Iteration 45Q: 3 clusters Score -2.009016e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103451 members 
Mstep: Class 2 contains 96810 members 
Entering Unmasked Estep 
Score: -20090184.000000 Penalty: 3632.915283
	Iteration 46Q: 3 clusters Score -2.009018e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103385 members 
Mstep: Class 2 contains 96876 members 
Entering Unmasked Estep 
Score: -20090146.000000 Penalty: 3632.915283
	Iteration 47Q: 3 clusters Score -2.009015e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103317 members 
Mstep: Class 2 contains 96944 members 
Entering Unmasked Estep 
Score: -20090148.000000 Penalty: 3632.915283
	Iteration 48Q: 3 clusters Score -2.009015e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103250 members 
Mstep: Class 2 contains 97011 members 
Entering Unmasked Estep 
Score: -20090140.000000 Penalty: 3632.915283
	Iteration 49Q: 3 clusters Score -2.009014e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103193 members 
Mstep: Class 2 contains 97068 members 
Entering Unmasked Estep 
Score: -20090128.000000 Penalty: 3632.915283
	Iteration 50Q: 3 clusters Score -2.009013e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103143 members 
Mstep: Class 2 contains 97118 members 
Entering Unmasked Estep 
Score: -20090128.000000 Penalty: 3632.915283
	Iteration 51Q: 3 clusters Score -2.009013e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103092 members 
Mstep: Class 2 contains 97169 members 
Entering Unmasked Estep 
Score: -20090118.000000 Penalty: 3632.915283
	Iteration 52Q: 3 clusters Score -2.009012e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103031 members 
Mstep: Class 2 contains 97230 members 
Entering Unmasked Estep 
Score: -20090124.000000 Penalty: 3632.915283
	Iteration 53Q: 3 clusters Score -2.009012e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102970 members 
Mstep: Class 2 contains 97291 members 
Entering Unmasked Estep 
Score: -20090116.000000 Penalty: 3632.915283
	Iteration 54Q: 3 clusters Score -2.009012e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102912 members 
Mstep: Class 2 contains 97349 members 
Entering Unmasked Estep 
Score: -20090140.000000 Penalty: 3632.915283
	Iteration 55Q: 3 clusters Score -2.009014e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102857 members 
Mstep: Class 2 contains 97404 members 
Entering Unmasked Estep 
Score: -20090152.000000 Penalty: 3632.915283
	Iteration 56Q: 3 clusters Score -2.009015e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102803 members 
Mstep: Class 2 contains 97458 members 
Entering Unmasked Estep 
Score: -20090150.000000 Penalty: 3632.915283
	Iteration 57Q: 3 clusters Score -2.009015e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102749 members 
Mstep: Class 2 contains 97512 members 
Entering Unmasked Estep 
Score: -20090128.000000 Penalty: 3632.915283
	Iteration 58Q: 3 clusters Score -2.009013e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102704 members 
Mstep: Class 2 contains 97557 members 
Entering Unmasked Estep 
Score: -20090160.000000 Penalty: 3632.915283
	Iteration 59Q: 3 clusters Score -2.009016e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102666 members 
Mstep: Class 2 contains 97595 members 
Entering Unmasked Estep 
Score: -20090148.000000 Penalty: 3632.915283
	Iteration 60F: 3 clusters Score -2.009015e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102628 members 
Mstep: Class 2 contains 97633 members 
Entering Unmasked Estep 
Score: -20090152.000000 Penalty: 3632.915283
	Iteration 61Q: 3 clusters Score -2.009015e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102590 members 
Mstep: Class 2 contains 97671 members 
Entering Unmasked Estep 
Score: -20090160.000000 Penalty: 3632.915283
	Iteration 62Q: 3 clusters Score -2.009016e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102568 members 
Mstep: Class 2 contains 97693 members 
Entering Unmasked Estep 
Score: -20090126.000000 Penalty: 3632.915283
	Iteration 63Q: 3 clusters Score -2.009013e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102539 members 
Mstep: Class 2 contains 97722 members 
Entering Unmasked Estep 
Score: -20090130.000000 Penalty: 3632.915283
	Iteration 64Q: 3 clusters Score -2.009013e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102520 members 
Mstep: Class 2 contains 97741 members 
Entering Unmasked Estep 
Score: -20090140.000000 Penalty: 3632.915283
	Iteration 65Q: 3 clusters Score -2.009014e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102493 members 
Mstep: Class 2 contains 97768 members 
Entering Unmasked Estep 
Score: -20090154.000000 Penalty: 3632.915283
	Iteration 66Q: 3 clusters Score -2.009015e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102462 members 
Mstep: Class 2 contains 97799 members 
Entering Unmasked Estep 
Score: -20090136.000000 Penalty: 3632.915283
	Iteration 67Q: 3 clusters Score -2.009014e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102429 members 
Mstep: Class 2 contains 97832 members 
Entering Unmasked Estep 
Score: -20090142.000000 Penalty: 3632.915283
	Iteration 68Q: 3 clusters Score -2.009014e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102401 members 
Mstep: Class 2 contains 97860 members 
Entering Unmasked Estep 
Score: -20090168.000000 Penalty: 3632.915283
	Iteration 69Q: 3 clusters Score -2.009017e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102371 members 
Mstep: Class 2 contains 97890 members 
Entering Unmasked Estep 
Score: -20090174.000000 Penalty: 3632.915283
	Iteration 70Q: 3 clusters Score -2.009017e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102343 members 
Mstep: Class 2 contains 97918 members 
Entering Unmasked Estep 
Score: -20090188.000000 Penalty: 3632.915283
	Iteration 71Q: 3 clusters Score -2.009019e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102310 members 
Mstep: Class 2 contains 97951 members 
Entering Unmasked Estep 
Score: -20090184.000000 Penalty: 3632.915283
	Iteration 72Q: 3 clusters Score -2.009018e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102282 members 
Mstep: Class 2 contains 97979 members 
Entering Unmasked Estep 
Score: -20090160.000000 Penalty: 3632.915283
	Iteration 73Q: 3 clusters Score -2.009016e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102258 members 
Mstep: Class 2 contains 98003 members 
Entering Unmasked Estep 
Score: -20090162.000000 Penalty: 3632.915283
	Iteration 74Q: 3 clusters Score -2.009016e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102234 members 
Mstep: Class 2 contains 98027 members 
Entering Unmasked Estep 
Score: -20090160.000000 Penalty: 3632.915283
	Iteration 75Q: 3 clusters Score -2.009016e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102215 members 
Mstep: Class 2 contains 98046 members 
Entering Unmasked Estep 
Score: -20090160.000000 Penalty: 3632.915283
	Iteration 76Q: 3 clusters Score -2.009016e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102191 members 
Mstep: Class 2 contains 98070 members 
Entering Unmasked Estep 
Score: -20090156.000000 Penalty: 3632.915283
	Iteration 77Q: 3 clusters Score -2.009016e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102156 members 
Mstep: Class 2 contains 98105 members 
Entering Unmasked Estep 
Score: -20090174.000000 Penalty: 3632.915283
	Iteration 78Q: 3 clusters Score -2.009017e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102125 members 
Mstep: Class 2 contains 98136 members 
Entering Unmasked Estep 
Score: -20090186.000000 Penalty: 3632.915283
	Iteration 79Q: 3 clusters Score -2.009019e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102080 members 
Mstep: Class 2 contains 98181 members 
Entering Unmasked Estep 
Score: -20090172.000000 Penalty: 3632.915283
	Iteration 80F: 3 clusters Score -2.009017e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102045 members 
Mstep: Class 2 contains 98216 members 
Entering Unmasked Estep 
Score: -20090176.000000 Penalty: 3632.915283
	Iteration 81Q: 3 clusters Score -2.009018e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102022 members 
Mstep: Class 2 contains 98239 members 
Entering Unmasked Estep 
Score: -20090150.000000 Penalty: 3632.915283
	Iteration 82Q: 3 clusters Score -2.009015e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101998 members 
Mstep: Class 2 contains 98263 members 
Entering Unmasked Estep 
Score: -20090148.000000 Penalty: 3632.915283
	Iteration 83Q: 3 clusters Score -2.009015e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101978 members 
Mstep: Class 2 contains 98283 members 
Entering Unmasked Estep 
Score: -20090150.000000 Penalty: 3632.915283
	Iteration 84Q: 3 clusters Score -2.009015e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101956 members 
Mstep: Class 2 contains 98305 members 
Entering Unmasked Estep 
Score: -20090158.000000 Penalty: 3632.915283
	Iteration 85Q: 3 clusters Score -2.009016e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101941 members 
Mstep: Class 2 contains 98320 members 
Entering Unmasked Estep 
Score: -20090178.000000 Penalty: 3632.915283
	Iteration 86Q: 3 clusters Score -2.009018e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101924 members 
Mstep: Class 2 contains 98337 members 
Entering Unmasked Estep 
Score: -20090182.000000 Penalty: 3632.915283
	Iteration 87Q: 3 clusters Score -2.009018e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101901 members 
Mstep: Class 2 contains 98360 members 
Entering Unmasked Estep 
Score: -20090192.000000 Penalty: 3632.915283
	Iteration 88Q: 3 clusters Score -2.009019e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101878 members 
Mstep: Class 2 contains 98383 members 
Entering Unmasked Estep 
Score: -20090178.000000 Penalty: 3632.915283
	Iteration 89Q: 3 clusters Score -2.009018e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101847 members 
Mstep: Class 2 contains 98414 members 
Entering Unmasked Estep 
Score: -20090158.000000 Penalty: 3632.915283
	Iteration 90Q: 3 clusters Score -2.009016e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101814 members 
Mstep: Class 2 contains 98447 members 
Entering Unmasked Estep 
Score: -20090164.000000 Penalty: 3632.915283
	Iteration 91Q: 3 clusters Score -2.009016e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101776 members 
Mstep: Class 2 contains 98485 members 
Entering Unmasked Estep 
Score: -20090166.000000 Penalty: 3632.915283
	Iteration 92Q: 3 clusters Score -2.009017e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101724 members 
Mstep: Class 2 contains 98537 members 
Entering Unmasked Estep 
Score: -20090150.000000 Penalty: 3632.915283
	Iteration 93Q: 3 clusters Score -2.009015e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101665 members 
Mstep: Class 2 contains 98596 members 
Entering Unmasked Estep 
Score: -20090136.000000 Penalty: 3632.915283
	Iteration 94Q: 3 clusters Score -2.009014e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101611 members 
Mstep: Class 2 contains 98650 members 
Entering Unmasked Estep 
Score: -20090132.000000 Penalty: 3632.915283
	Iteration 95Q: 3 clusters Score -2.009013e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101561 members 
Mstep: Class 2 contains 98700 members 
Entering Unmasked Estep 
Score: -20090134.000000 Penalty: 3632.915283
	Iteration 96Q: 3 clusters Score -2.009013e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101503 members 
Mstep: Class 2 contains 98758 members 
Entering Unmasked Estep 
Score: -20090140.000000 Penalty: 3632.915283
	Iteration 97Q: 3 clusters Score -2.009014e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101456 members 
Mstep: Class 2 contains 98805 members 
Entering Unmasked Estep 
Score: -20090112.000000 Penalty: 3632.915283
	Iteration 98Q: 3 clusters Score -2.009011e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101404 members 
Mstep: Class 2 contains 98857 members 
Entering Unmasked Estep 
Score: -20090106.000000 Penalty: 3632.915283
	Iteration 99Q: 3 clusters Score -2.009011e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101356 members 
Mstep: Class 2 contains 98905 members 
Entering Unmasked Estep 
Score: -20090082.000000 Penalty: 3632.915283
	Iteration 100F: 3 clusters Score -2.009008e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101307 members 
Mstep: Class 2 contains 98954 members 
Entering Unmasked Estep 
Score: -20090090.000000 Penalty: 3632.915283
	Iteration 101Q: 3 clusters Score -2.009009e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101274 members 
Mstep: Class 2 contains 98987 members 
Entering Unmasked Estep 
Score: -20090066.000000 Penalty: 3632.915283
	Iteration 102Q: 3 clusters Score -2.009007e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101241 members 
Mstep: Class 2 contains 99020 members 
Entering Unmasked Estep 
Score: -20090080.000000 Penalty: 3632.915283
	Iteration 103Q: 3 clusters Score -2.009008e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101200 members 
Mstep: Class 2 contains 99061 members 
Entering Unmasked Estep 
Score: -20090106.000000 Penalty: 3632.915283
	Iteration 104Q: 3 clusters Score -2.009011e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101162 members 
Mstep: Class 2 contains 99099 members 
Entering Unmasked Estep 
Score: -20090110.000000 Penalty: 3632.915283
	Iteration 105Q: 3 clusters Score -2.009011e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101125 members 
Mstep: Class 2 contains 99136 members 
Entering Unmasked Estep 
Score: -20090110.000000 Penalty: 3632.915283
	Iteration 106Q: 3 clusters Score -2.009011e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101082 members 
Mstep: Class 2 contains 99179 members 
Entering Unmasked Estep 
Score: -20090114.000000 Penalty: 3632.915283
	Iteration 107Q: 3 clusters Score -2.009011e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101044 members 
Mstep: Class 2 contains 99217 members 
Entering Unmasked Estep 
Score: -20090130.000000 Penalty: 3632.915283
	Iteration 108Q: 3 clusters Score -2.009013e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101007 members 
Mstep: Class 2 contains 99254 members 
Entering Unmasked Estep 
Score: -20090122.000000 Penalty: 3632.915283
	Iteration 109Q: 3 clusters Score -2.009012e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100967 members 
Mstep: Class 2 contains 99294 members 
Entering Unmasked Estep 
Score: -20090124.000000 Penalty: 3632.915283
	Iteration 110Q: 3 clusters Score -2.009012e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100928 members 
Mstep: Class 2 contains 99333 members 
Entering Unmasked Estep 
Score: -20090112.000000 Penalty: 3632.915283
	Iteration 111Q: 3 clusters Score -2.009011e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100883 members 
Mstep: Class 2 contains 99378 members 
Entering Unmasked Estep 
Score: -20090124.000000 Penalty: 3632.915283
	Iteration 112Q: 3 clusters Score -2.009012e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100847 members 
Mstep: Class 2 contains 99414 members 
Entering Unmasked Estep 
Score: -20090124.000000 Penalty: 3632.915283
	Iteration 113Q: 3 clusters Score -2.009012e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100806 members 
Mstep: Class 2 contains 99455 members 
Entering Unmasked Estep 
Score: -20090140.000000 Penalty: 3632.915283
	Iteration 114Q: 3 clusters Score -2.009014e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100755 members 
Mstep: Class 2 contains 99506 members 
Entering Unmasked Estep 
Score: -20090146.000000 Penalty: 3632.915283
	Iteration 115Q: 3 clusters Score -2.009015e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100689 members 
Mstep: Class 2 contains 99572 members 
Entering Unmasked Estep 
Score: -20090132.000000 Penalty: 3632.915283
	Iteration 116Q: 3 clusters Score -2.009013e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100627 members 
Mstep: Class 2 contains 99634 members 
Entering Unmasked Estep 
Score: -20090116.000000 Penalty: 3632.915283
	Iteration 117Q: 3 clusters Score -2.009012e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100576 members 
Mstep: Class 2 contains 99685 members 
Entering Unmasked Estep 
Score: -20090144.000000 Penalty: 3632.915283
	Iteration 118Q: 3 clusters Score -2.009014e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100535 members 
Mstep: Class 2 contains 99726 members 
Entering Unmasked Estep 
Score: -20090124.000000 Penalty: 3632.915283
	Iteration 119Q: 3 clusters Score -2.009012e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100495 members 
Mstep: Class 2 contains 99766 members 
Entering Unmasked Estep 
Score: -20090118.000000 Penalty: 3632.915283
	Iteration 120F: 3 clusters Score -2.009012e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100450 members 
Mstep: Class 2 contains 99811 members 
Entering Unmasked Estep 
Score: -20090112.000000 Penalty: 3632.915283
	Iteration 121Q: 3 clusters Score -2.009011e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100412 members 
Mstep: Class 2 contains 99849 members 
Entering Unmasked Estep 
Score: -20090106.000000 Penalty: 3632.915283
	Iteration 122Q: 3 clusters Score -2.009011e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100370 members 
Mstep: Class 2 contains 99891 members 
Entering Unmasked Estep 
Score: -20090140.000000 Penalty: 3632.915283
	Iteration 123Q: 3 clusters Score -2.009014e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100338 members 
Mstep: Class 2 contains 99923 members 
Entering Unmasked Estep 
Score: -20090142.000000 Penalty: 3632.915283
	Iteration 124Q: 3 clusters Score -2.009014e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100312 members 
Mstep: Class 2 contains 99949 members 
Entering Unmasked Estep 
Score: -20090136.000000 Penalty: 3632.915283
	Iteration 125Q: 3 clusters Score -2.009014e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100290 members 
Mstep: Class 2 contains 99971 members 
Entering Unmasked Estep 
Score: -20090138.000000 Penalty: 3632.915283
	Iteration 126Q: 3 clusters Score -2.009014e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100273 members 
Mstep: Class 2 contains 99988 members 
Entering Unmasked Estep 
Score: -20090134.000000 Penalty: 3632.915283
	Iteration 127Q: 3 clusters Score -2.009013e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100264 members 
Mstep: Class 2 contains 99997 members 
Entering Unmasked Estep 
Score: -20090128.000000 Penalty: 3632.915283
	Iteration 128Q: 3 clusters Score -2.009013e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100257 members 
Mstep: Class 2 contains 100004 members 
Entering Unmasked Estep 
Score: -20090130.000000 Penalty: 3632.915283
	Iteration 129Q: 3 clusters Score -2.009013e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100248 members 
Mstep: Class 2 contains 100013 members 
Entering Unmasked Estep 
Score: -20090120.000000 Penalty: 3632.915283
	Iteration 130Q: 3 clusters Score -2.009012e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100237 members 
Mstep: Class 2 contains 100024 members 
Entering Unmasked Estep 
Score: -20090118.000000 Penalty: 3632.915283
	Iteration 131Q: 3 clusters Score -2.009012e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100229 members 
Mstep: Class 2 contains 100032 members 
Entering Unmasked Estep 
Score: -20090112.000000 Penalty: 3632.915283
	Iteration 132Q: 3 clusters Score -2.009011e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100222 members 
Mstep: Class 2 contains 100039 members 
Entering Unmasked Estep 
Score: -20090124.000000 Penalty: 3632.915283
	Iteration 133Q: 3 clusters Score -2.009012e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100213 members 
Mstep: Class 2 contains 100048 members 
Entering Unmasked Estep 
Score: -20090122.000000 Penalty: 3632.915283
	Iteration 134Q: 3 clusters Score -2.009012e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100207 members 
Mstep: Class 2 contains 100054 members 
Entering Unmasked Estep 
Score: -20090132.000000 Penalty: 3632.915283
	Iteration 135Q: 3 clusters Score -2.009013e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100203 members 
Mstep: Class 2 contains 100058 members 
Entering Unmasked Estep 
Score: -20090124.000000 Penalty: 3632.915283
	Iteration 136Q: 3 clusters Score -2.009012e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100199 members 
Mstep: Class 2 contains 100062 members 
Entering Unmasked Estep 
Score: -20090134.000000 Penalty: 3632.915283
	Iteration 137Q: 3 clusters Score -2.009013e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100198 members 
Mstep: Class 2 contains 100063 members 
Entering Unmasked Estep 
Score: -20090132.000000 Penalty: 3632.915283
	Iteration 138Q: 3 clusters Score -2.009013e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100196 members 
Mstep: Class 2 contains 100065 members 
Entering Unmasked Estep 
Score: -20090130.000000 Penalty: 3632.915283
	Iteration 139Q: 3 clusters Score -2.009013e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100196 members 
Mstep: Class 2 contains 100065 members 
Entering Unmasked Estep 
Score: -20090130.000000 Penalty: 3632.915283
	Iteration 140F: 3 clusters Score -2.009013e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -262670.312500 Penalty: 1178.724487
	Iteration 0F: 2 clusters Score -262670.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -260362.390625 Penalty: 2357.448975
	Iteration 0F: 3 clusters Score -260362.4 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -260908.468750 Penalty: 2357.448975
	Iteration 1F: 3 clusters Score -260908.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -261068.265625 Penalty: 2357.448975
	Iteration 2F: 3 clusters Score -261068.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -261170.375000 Penalty: 2357.448975
	Iteration 3Q: 3 clusters Score -261170.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -261242.765625 Penalty: 2357.448975
	Iteration 4Q: 3 clusters Score -261242.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -261283.437500 Penalty: 2357.448975
	Iteration 5Q: 3 clusters Score -261283.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -261322.468750 Penalty: 2357.448975
	Iteration 6Q: 3 clusters Score -261322.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -261354.234375 Penalty: 2357.448975
	Iteration 7Q: 3 clusters Score -261354.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -261396.031250 Penalty: 2357.448975
	Iteration 8Q: 3 clusters Score -261396 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -261441.625000 Penalty: 2357.448975
	Iteration 9Q: 3 clusters Score -261441.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -261475.218750 Penalty: 2357.448975
	Iteration 10Q: 3 clusters Score -261475.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -261498.718750 Penalty: 2357.448975
	Iteration 11Q: 3 clusters Score -261498.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -261520.328125 Penalty: 2357.448975
	Iteration 12Q: 3 clusters Score -261520.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -261536.343750 Penalty: 2357.448975
	Iteration 13Q: 3 clusters Score -261536.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -261554.078125 Penalty: 2357.448975
	Iteration 14Q: 3 clusters Score -261554.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -261570.953125 Penalty: 2357.448975
	Iteration 15Q: 3 clusters Score -261571 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -261586.046875 Penalty: 2357.448975
	Iteration 16Q: 3 clusters Score -261586 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -261605.046875 Penalty: 2357.448975
	Iteration 17Q: 3 clusters Score -261605 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -261619.750000 Penalty: 2357.448975
	Iteration 18Q: 3 clusters Score -261619.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -261640.906250 Penalty: 2357.448975
	Iteration 19Q: 3 clusters Score -261640.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -261660.625000 Penalty: 2357.448975
	Iteration 20F: 3 clusters Score -261660.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -261672.296875 Penalty: 2357.448975
	Iteration 21Q: 3 clusters Score -261672.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -261681.640625 Penalty: 2357.448975
	Iteration 22Q: 3 clusters Score -261681.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -261689.984375 Penalty: 2357.448975
	Iteration 23Q: 3 clusters Score -261690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -261700.000000 Penalty: 2357.448975
	Iteration 24Q: 3 clusters Score -261700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -261706.812500 Penalty: 2357.448975
	Iteration 25Q: 3 clusters Score -261706.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -261712.140625 Penalty: 2357.448975
	Iteration 26Q: 3 clusters Score -261712.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -261716.328125 Penalty: 2357.448975
	Iteration 27Q: 3 clusters Score -261716.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -261719.437500 Penalty: 2357.448975
	Iteration 28Q: 3 clusters Score -261719.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -261720.875000 Penalty: 2357.448975
	Iteration 29Q: 3 clusters Score -261720.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -261724.140625 Penalty: 2357.448975
	Iteration 30Q: 3 clusters Score -261724.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -261730.781250 Penalty: 2357.448975
	Iteration 31Q: 3 clusters Score -261730.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -261736.625000 Penalty: 2357.448975
	Iteration 32Q: 3 clusters Score -261736.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -261743.156250 Penalty: 2357.448975
	Iteration 33Q: 3 clusters Score -261743.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -261750.546875 Penalty: 2357.448975
	Iteration 34Q: 3 clusters Score -261750.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -261756.796875 Penalty: 2357.448975
	Iteration 35Q: 3 clusters Score -261756.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -261763.406250 Penalty: 2357.448975
	Iteration 36Q: 3 clusters Score -261763.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -261772.531250 Penalty: 2357.448975
	Iteration 37Q: 3 clusters Score -261772.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -261781.187500 Penalty: 2357.448975
	Iteration 38Q: 3 clusters Score -261781.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -261787.765625 Penalty: 2357.448975
	Iteration 39Q: 3 clusters Score -261787.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -261790.984375 Penalty: 2357.448975
	Iteration 40F: 3 clusters Score -261791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -261793.171875 Penalty: 2357.448975
	Iteration 41Q: 3 clusters Score -261793.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -261795.265625 Penalty: 2357.448975
	Iteration 42Q: 3 clusters Score -261795.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -261797.562500 Penalty: 2357.448975
	Iteration 43Q: 3 clusters Score -261797.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -261801.500000 Penalty: 2357.448975
	Iteration 44Q: 3 clusters Score -261801.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -261804.609375 Penalty: 2357.448975
	Iteration 45Q: 3 clusters Score -261804.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -261808.468750 Penalty: 2357.448975
	Iteration 46Q: 3 clusters Score -261808.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -261811.718750 Penalty: 2357.448975
	Iteration 47Q: 3 clusters Score -261811.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -261812.421875 Penalty: 2357.448975
	Iteration 48Q: 3 clusters Score -261812.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -261814.265625 Penalty: 2357.448975
	Iteration 49Q: 3 clusters Score -261814.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -261815.765625 Penalty: 2357.448975
	Iteration 50Q: 3 clusters Score -261815.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -261819.031250 Penalty: 2357.448975
	Iteration 51Q: 3 clusters Score -261819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -261822.171875 Penalty: 2357.448975
	Iteration 52Q: 3 clusters Score -261822.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -261825.812500 Penalty: 2357.448975
	Iteration 53Q: 3 clusters Score -261825.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -261827.328125 Penalty: 2357.448975
	Iteration 54Q: 3 clusters Score -261827.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -261828.312500 Penalty: 2357.448975
	Iteration 55Q: 3 clusters Score -261828.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -261828.687500 Penalty: 2357.448975
	Iteration 56Q: 3 clusters Score -261828.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -261830.406250 Penalty: 2357.448975
	Iteration 57Q: 3 clusters Score -261830.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -261831.281250 Penalty: 2357.448975
	Iteration 58Q: 3 clusters Score -261831.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -261832.687500 Penalty: 2357.448975
	Iteration 59Q: 3 clusters Score -261832.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -261833.593750 Penalty: 2357.448975
	Iteration 60F: 3 clusters Score -261833.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -261834.703125 Penalty: 2357.448975
	Iteration 61Q: 3 clusters Score -261834.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -261835.265625 Penalty: 2357.448975
	Iteration 62Q: 3 clusters Score -261835.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -261835.906250 Penalty: 2357.448975
	Iteration 63Q: 3 clusters Score -261835.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -261836.437500 Penalty: 2357.448975
	Iteration 64Q: 3 clusters Score -261836.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -261836.437500 Penalty: 2357.448975
	Iteration 65F: 3 clusters Score -261836.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (11068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Entering Unmasked Estep 
Score: -1158249.125000 Penalty: 1385.597900
	Iteration 0F: 2 clusters Score -1158249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1150908.500000 Penalty: 2771.195801
	Iteration 0F: 3 clusters Score -1150908 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1153346.625000 Penalty: 2771.195801
	Iteration 1F: 3 clusters Score -1153347 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1153669.375000 Penalty: 2771.195801
	Iteration 2F: 3 clusters Score -1153669 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1153915.500000 Penalty: 2771.195801
	Iteration 3F: 3 clusters Score -1153916 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1154121.625000 Penalty: 2771.195801
	Iteration 4Q: 3 clusters Score -1154122 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1154356.250000 Penalty: 2771.195801
	Iteration 5Q: 3 clusters Score -1154356 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1154668.375000 Penalty: 2771.195801
	Iteration 6Q: 3 clusters Score -1154668 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1155059.750000 Penalty: 2771.195801
	Iteration 7F: 3 clusters Score -1155060 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1155514.000000 Penalty: 2771.195801
	Iteration 8F: 3 clusters Score -1155514 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1155985.125000 Penalty: 2771.195801
	Iteration 9F: 3 clusters Score -1155985 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1156373.500000 Penalty: 2771.195801
	Iteration 10Q: 3 clusters Score -1156374 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1156669.375000 Penalty: 2771.195801
	Iteration 11Q: 3 clusters Score -1156669 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1156839.625000 Penalty: 2771.195801
	Iteration 12Q: 3 clusters Score -1156840 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1156964.000000 Penalty: 2771.195801
	Iteration 13Q: 3 clusters Score -1156964 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1157044.000000 Penalty: 2771.195801
	Iteration 14Q: 3 clusters Score -1157044 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1157105.125000 Penalty: 2771.195801
	Iteration 15Q: 3 clusters Score -1157105 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1157139.875000 Penalty: 2771.195801
	Iteration 16Q: 3 clusters Score -1157140 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1157165.750000 Penalty: 2771.195801
	Iteration 17Q: 3 clusters Score -1157166 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1157189.375000 Penalty: 2771.195801
	Iteration 18Q: 3 clusters Score -1157189 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1157208.625000 Penalty: 2771.195801
	Iteration 19Q: 3 clusters Score -1157209 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1157229.500000 Penalty: 2771.195801
	Iteration 20F: 3 clusters Score -1157230 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1157247.000000 Penalty: 2771.195801
	Iteration 21Q: 3 clusters Score -1157247 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1157258.375000 Penalty: 2771.195801
	Iteration 22Q: 3 clusters Score -1157258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -1157265.000000 Penalty: 2771.195801
	Iteration 23Q: 3 clusters Score -1157265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1157272.250000 Penalty: 2771.195801
	Iteration 24Q: 3 clusters Score -1157272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1157281.250000 Penalty: 2771.195801
	Iteration 25Q: 3 clusters Score -1157281 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1157292.500000 Penalty: 2771.195801
	Iteration 26Q: 3 clusters Score -1157292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1157293.000000 Penalty: 2771.195801
	Iteration 27Q: 3 clusters Score -1157293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1157294.625000 Penalty: 2771.195801
	Iteration 28Q: 3 clusters Score -1157295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1157296.000000 Penalty: 2771.195801
	Iteration 29Q: 3 clusters Score -1157296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1157300.500000 Penalty: 2771.195801
	Iteration 30Q: 3 clusters Score -1157300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1157300.500000 Penalty: 2771.195801
	Iteration 31F: 3 clusters Score -1157300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (8090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Entering Unmasked Estep 
Score: -838565.812500 Penalty: 1338.959595
	Iteration 0F: 2 clusters Score -838565.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -833084.125000 Penalty: 2677.919189
	Iteration 0F: 3 clusters Score -833084.1 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -834774.875000 Penalty: 2677.919189
	Iteration 1F: 3 clusters Score -834774.9 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -835039.812500 Penalty: 2677.919189
	Iteration 2F: 3 clusters Score -835039.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -835235.375000 Penalty: 2677.919189
	Iteration 3Q: 3 clusters Score -835235.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -835415.625000 Penalty: 2677.919189
	Iteration 4Q: 3 clusters Score -835415.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -835578.250000 Penalty: 2677.919189
	Iteration 5Q: 3 clusters Score -835578.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -835746.000000 Penalty: 2677.919189
	Iteration 6Q: 3 clusters Score -835746 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -835923.625000 Penalty: 2677.919189
	Iteration 7Q: 3 clusters Score -835923.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -836118.312500 Penalty: 2677.919189
	Iteration 8Q: 3 clusters Score -836118.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -836302.562500 Penalty: 2677.919189
	Iteration 9Q: 3 clusters Score -836302.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -836487.562500 Penalty: 2677.919189
	Iteration 10Q: 3 clusters Score -836487.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -836656.000000 Penalty: 2677.919189
	Iteration 11Q: 3 clusters Score -836656 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -836813.625000 Penalty: 2677.919189
	Iteration 12Q: 3 clusters Score -836813.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -836951.750000 Penalty: 2677.919189
	Iteration 13Q: 3 clusters Score -836951.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -837072.500000 Penalty: 2677.919189
	Iteration 14Q: 3 clusters Score -837072.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -837190.187500 Penalty: 2677.919189
	Iteration 15Q: 3 clusters Score -837190.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -837269.250000 Penalty: 2677.919189
	Iteration 16Q: 3 clusters Score -837269.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -837327.750000 Penalty: 2677.919189
	Iteration 17Q: 3 clusters Score -837327.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -837381.125000 Penalty: 2677.919189
	Iteration 18Q: 3 clusters Score -837381.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -837442.062500 Penalty: 2677.919189
	Iteration 19Q: 3 clusters Score -837442.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -837483.500000 Penalty: 2677.919189
	Iteration 20F: 3 clusters Score -837483.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -837505.375000 Penalty: 2677.919189
	Iteration 21Q: 3 clusters Score -837505.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -837526.750000 Penalty: 2677.919189
	Iteration 22Q: 3 clusters Score -837526.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -837553.812500 Penalty: 2677.919189
	Iteration 23Q: 3 clusters Score -837553.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -837570.375000 Penalty: 2677.919189
	Iteration 24Q: 3 clusters Score -837570.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -837587.937500 Penalty: 2677.919189
	Iteration 25Q: 3 clusters Score -837587.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -837603.500000 Penalty: 2677.919189
	Iteration 26Q: 3 clusters Score -837603.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -837617.437500 Penalty: 2677.919189
	Iteration 27Q: 3 clusters Score -837617.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -837629.125000 Penalty: 2677.919189
	Iteration 28Q: 3 clusters Score -837629.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -837636.375000 Penalty: 2677.919189
	Iteration 29Q: 3 clusters Score -837636.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -837643.062500 Penalty: 2677.919189
	Iteration 30Q: 3 clusters Score -837643.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -837644.187500 Penalty: 2677.919189
	Iteration 31Q: 3 clusters Score -837644.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -837648.500000 Penalty: 2677.919189
	Iteration 32Q: 3 clusters Score -837648.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -837648.500000 Penalty: 2677.919189
	Iteration 33F: 3 clusters Score -837648.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Entering Unmasked Estep 
Score: -222434.000000 Penalty: 1147.411865
	Iteration 0F: 2 clusters Score -222434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -220423.359375 Penalty: 2294.823730
	Iteration 0F: 3 clusters Score -220423.4 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -220945.156250 Penalty: 2294.823730
	Iteration 1F: 3 clusters Score -220945.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -221092.203125 Penalty: 2294.823730
	Iteration 2F: 3 clusters Score -221092.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -221163.890625 Penalty: 2294.823730
	Iteration 3Q: 3 clusters Score -221163.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -221193.640625 Penalty: 2294.823730
	Iteration 4Q: 3 clusters Score -221193.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -221218.546875 Penalty: 2294.823730
	Iteration 5Q: 3 clusters Score -221218.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -221233.171875 Penalty: 2294.823730
	Iteration 6Q: 3 clusters Score -221233.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -221243.062500 Penalty: 2294.823730
	Iteration 7Q: 3 clusters Score -221243.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -221254.671875 Penalty: 2294.823730
	Iteration 8Q: 3 clusters Score -221254.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -221268.984375 Penalty: 2294.823730
	Iteration 9Q: 3 clusters Score -221269 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -221278.859375 Penalty: 2294.823730
	Iteration 10Q: 3 clusters Score -221278.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -221286.562500 Penalty: 2294.823730
	Iteration 11Q: 3 clusters Score -221286.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -221290.093750 Penalty: 2294.823730
	Iteration 12Q: 3 clusters Score -221290.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -221293.000000 Penalty: 2294.823730
	Iteration 13Q: 3 clusters Score -221293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -221293.453125 Penalty: 2294.823730
	Iteration 14Q: 3 clusters Score -221293.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -221293.453125 Penalty: 2294.823730
	Iteration 15F: 3 clusters Score -221293.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Entering Unmasked Estep 
Score: -74522.125000 Penalty: 1015.143005
	Iteration 0F: 2 clusters Score -74522.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -73405.562500 Penalty: 2030.286011
	Iteration 0F: 3 clusters Score -73405.56 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -73794.335938 Penalty: 2030.286011
	Iteration 1F: 3 clusters Score -73794.34 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -73936.953125 Penalty: 2030.286011
	Iteration 2F: 3 clusters Score -73936.95 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -74005.343750 Penalty: 2030.286011
	Iteration 3Q: 3 clusters Score -74005.34 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -74067.992188 Penalty: 2030.286011
	Iteration 4Q: 3 clusters Score -74067.99 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -74124.507812 Penalty: 2030.286011
	Iteration 5Q: 3 clusters Score -74124.51 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -74166.625000 Penalty: 2030.286011
	Iteration 6Q: 3 clusters Score -74166.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -74193.812500 Penalty: 2030.286011
	Iteration 7Q: 3 clusters Score -74193.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -74223.078125 Penalty: 2030.286011
	Iteration 8Q: 3 clusters Score -74223.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -74250.210938 Penalty: 2030.286011
	Iteration 9Q: 3 clusters Score -74250.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -74270.687500 Penalty: 2030.286011
	Iteration 10Q: 3 clusters Score -74270.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -74284.257812 Penalty: 2030.286011
	Iteration 11Q: 3 clusters Score -74284.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -74295.390625 Penalty: 2030.286011
	Iteration 12Q: 3 clusters Score -74295.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -74301.687500 Penalty: 2030.286011
	Iteration 13Q: 3 clusters Score -74301.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -74303.234375 Penalty: 2030.286011
	Iteration 14Q: 3 clusters Score -74303.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -74304.414062 Penalty: 2030.286011
	Iteration 15Q: 3 clusters Score -74304.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -74305.757812 Penalty: 2030.286011
	Iteration 16Q: 3 clusters Score -74305.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -74305.757812 Penalty: 2030.286011
	Iteration 17F: 3 clusters Score -74305.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (36550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36550 members 
Entering Unmasked Estep 
Score: -3796673.000000 Penalty: 1563.357788
	Iteration 0F: 2 clusters Score -3796673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -3772872.750000 Penalty: 3126.715576
	Iteration 0F: 3 clusters Score -3772873 nChanged 16672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -3782228.750000 Penalty: 3126.715576
	Iteration 1F: 3 clusters Score -3782229 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -3783055.750000 Penalty: 3126.715576
	Iteration 2F: 3 clusters Score -3783056 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -3784027.000000 Penalty: 3126.715576
	Iteration 3F: 3 clusters Score -3784027 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -3785094.000000 Penalty: 3126.715576
	Iteration 4F: 3 clusters Score -3785094 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -3786375.500000 Penalty: 3126.715576
	Iteration 5F: 3 clusters Score -3786376 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 25911 members 
Entering Unmasked Estep 
Score: -3787871.250000 Penalty: 3126.715576
	Iteration 6F: 3 clusters Score -3787871 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 27811 members 
Entering Unmasked Estep 
Score: -3789297.500000 Penalty: 3126.715576
	Iteration 7F: 3 clusters Score -3789298 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 29632 members 
Entering Unmasked Estep 
Score: -3790623.000000 Penalty: 3126.715576
	Iteration 8F: 3 clusters Score -3790623 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 31258 members 
Entering Unmasked Estep 
Score: -3791842.750000 Penalty: 3126.715576
	Iteration 9Q: 3 clusters Score -3791843 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 32617 members 
Entering Unmasked Estep 
Score: -3792859.000000 Penalty: 3126.715576
	Iteration 10Q: 3 clusters Score -3792859 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 33715 members 
Entering Unmasked Estep 
Score: -3793633.000000 Penalty: 3126.715576
	Iteration 11Q: 3 clusters Score -3793633 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 34465 members 
Entering Unmasked Estep 
Score: -3794157.500000 Penalty: 3126.715576
	Iteration 12Q: 3 clusters Score -3794158 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 34994 members 
Entering Unmasked Estep 
Score: -3794553.500000 Penalty: 3126.715576
	Iteration 13Q: 3 clusters Score -3794554 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 35354 members 
Entering Unmasked Estep 
Score: -3794836.250000 Penalty: 3126.715576
	Iteration 14Q: 3 clusters Score -3794836 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 35583 members 
Entering Unmasked Estep 
Score: -3795023.500000 Penalty: 3126.715576
	Iteration 15Q: 3 clusters Score -3795024 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 35748 members 
Entering Unmasked Estep 
Score: -3795146.000000 Penalty: 3126.715576
	Iteration 16Q: 3 clusters Score -3795146 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 35840 members 
Entering Unmasked Estep 
Score: -3795216.500000 Penalty: 3126.715576
	Iteration 17Q: 3 clusters Score -3795216 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 35914 members 
Entering Unmasked Estep 
Score: -3795300.000000 Penalty: 3126.715576
	Iteration 18Q: 3 clusters Score -3795300 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 35948 members 
Entering Unmasked Estep 
Score: -3795339.250000 Penalty: 3126.715576
	Iteration 19Q: 3 clusters Score -3795339 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 35975 members 
Entering Unmasked Estep 
Score: -3795361.250000 Penalty: 3126.715576
	Iteration 20F: 3 clusters Score -3795361 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 35996 members 
Entering Unmasked Estep 
Score: -3795381.000000 Penalty: 3126.715576
	Iteration 21Q: 3 clusters Score -3795381 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 36016 members 
Entering Unmasked Estep 
Score: -3795406.500000 Penalty: 3126.715576
	Iteration 22Q: 3 clusters Score -3795406 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 36029 members 
Entering Unmasked Estep 
Score: -3795419.500000 Penalty: 3126.715576
	Iteration 23Q: 3 clusters Score -3795420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 36042 members 
Entering Unmasked Estep 
Score: -3795431.750000 Penalty: 3126.715576
	Iteration 24Q: 3 clusters Score -3795432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 36052 members 
Entering Unmasked Estep 
Score: -3795444.500000 Penalty: 3126.715576
	Iteration 25Q: 3 clusters Score -3795444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 36060 members 
Entering Unmasked Estep 
Score: -3795446.750000 Penalty: 3126.715576
	Iteration 26Q: 3 clusters Score -3795447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 36065 members 
Entering Unmasked Estep 
Score: -3795456.000000 Penalty: 3126.715576
	Iteration 27Q: 3 clusters Score -3795456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 36069 members 
Entering Unmasked Estep 
Score: -3795452.500000 Penalty: 3126.715576
	Iteration 28Q: 3 clusters Score -3795452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 36071 members 
Entering Unmasked Estep 
Score: -3795453.500000 Penalty: 3126.715576
	Iteration 29Q: 3 clusters Score -3795454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 36073 members 
Entering Unmasked Estep 
Score: -3795452.750000 Penalty: 3126.715576
	Iteration 30Q: 3 clusters Score -3795453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 36074 members 
Entering Unmasked Estep 
Score: -3795453.500000 Penalty: 3126.715576
	Iteration 31Q: 3 clusters Score -3795454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 36076 members 
Entering Unmasked Estep 
Score: -3795455.500000 Penalty: 3126.715576
	Iteration 32Q: 3 clusters Score -3795456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 36078 members 
Entering Unmasked Estep 
Score: -3795454.750000 Penalty: 3126.715576
	Iteration 33Q: 3 clusters Score -3795455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 36080 members 
Entering Unmasked Estep 
Score: -3795460.500000 Penalty: 3126.715576
	Iteration 34Q: 3 clusters Score -3795460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 36082 members 
Entering Unmasked Estep 
Score: -3795459.000000 Penalty: 3126.715576
	Iteration 35Q: 3 clusters Score -3795459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 36085 members 
Entering Unmasked Estep 
Score: -3795462.250000 Penalty: 3126.715576
	Iteration 36Q: 3 clusters Score -3795462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 36088 members 
Entering Unmasked Estep 
Score: -3795461.250000 Penalty: 3126.715576
	Iteration 37Q: 3 clusters Score -3795461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 36090 members 
Entering Unmasked Estep 
Score: -3795462.250000 Penalty: 3126.715576
	Iteration 38Q: 3 clusters Score -3795462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 36092 members 
Entering Unmasked Estep 
Score: -3795472.250000 Penalty: 3126.715576
	Iteration 39Q: 3 clusters Score -3795472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 36095 members 
Entering Unmasked Estep 
Score: -3795470.250000 Penalty: 3126.715576
	Iteration 40F: 3 clusters Score -3795470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 36097 members 
Entering Unmasked Estep 
Score: -3795478.500000 Penalty: 3126.715576
	Iteration 41Q: 3 clusters Score -3795478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 36100 members 
Entering Unmasked Estep 
Score: -3795481.000000 Penalty: 3126.715576
	Iteration 42Q: 3 clusters Score -3795481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 36104 members 
Entering Unmasked Estep 
Score: -3795483.250000 Penalty: 3126.715576
	Iteration 43Q: 3 clusters Score -3795483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 36111 members 
Entering Unmasked Estep 
Score: -3795491.000000 Penalty: 3126.715576
	Iteration 44Q: 3 clusters Score -3795491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 36118 members 
Entering Unmasked Estep 
Score: -3795492.250000 Penalty: 3126.715576
	Iteration 45Q: 3 clusters Score -3795492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 36121 members 
Entering Unmasked Estep 
Score: -3795496.250000 Penalty: 3126.715576
	Iteration 46Q: 3 clusters Score -3795496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 36125 members 
Entering Unmasked Estep 
Score: -3795501.000000 Penalty: 3126.715576
	Iteration 47Q: 3 clusters Score -3795501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 36128 members 
Entering Unmasked Estep 
Score: -3795502.500000 Penalty: 3126.715576
	Iteration 48Q: 3 clusters Score -3795502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 36129 members 
Entering Unmasked Estep 
Score: -3795500.000000 Penalty: 3126.715576
	Iteration 49Q: 3 clusters Score -3795500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 36129 members 
Entering Unmasked Estep 
Score: -3795500.000000 Penalty: 3126.715576
	Iteration 50F: 3 clusters Score -3795500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Entering Unmasked Estep 
Score: -174461.906250 Penalty: 1126.558716
	Iteration 0F: 2 clusters Score -174461.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -172655.843750 Penalty: 2253.117432
	Iteration 0F: 3 clusters Score -172655.8 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -173194.281250 Penalty: 2253.117432
	Iteration 1F: 3 clusters Score -173194.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -173356.640625 Penalty: 2253.117432
	Iteration 2F: 3 clusters Score -173356.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -173431.390625 Penalty: 2253.117432
	Iteration 3Q: 3 clusters Score -173431.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -173489.328125 Penalty: 2253.117432
	Iteration 4Q: 3 clusters Score -173489.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -173525.734375 Penalty: 2253.117432
	Iteration 5Q: 3 clusters Score -173525.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -173577.984375 Penalty: 2253.117432
	Iteration 6Q: 3 clusters Score -173578 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -173623.562500 Penalty: 2253.117432
	Iteration 7Q: 3 clusters Score -173623.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -173688.656250 Penalty: 2253.117432
	Iteration 8Q: 3 clusters Score -173688.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -173761.015625 Penalty: 2253.117432
	Iteration 9Q: 3 clusters Score -173761 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -173817.609375 Penalty: 2253.117432
	Iteration 10Q: 3 clusters Score -173817.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -173881.750000 Penalty: 2253.117432
	Iteration 11Q: 3 clusters Score -173881.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -173964.703125 Penalty: 2253.117432
	Iteration 12Q: 3 clusters Score -173964.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -174071.921875 Penalty: 2253.117432
	Iteration 13Q: 3 clusters Score -174071.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -174159.406250 Penalty: 2253.117432
	Iteration 14Q: 3 clusters Score -174159.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -174244.625000 Penalty: 2253.117432
	Iteration 15Q: 3 clusters Score -174244.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -174301.000000 Penalty: 2253.117432
	Iteration 16Q: 3 clusters Score -174301 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -174330.296875 Penalty: 2253.117432
	Iteration 17Q: 3 clusters Score -174330.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -174357.343750 Penalty: 2253.117432
	Iteration 18Q: 3 clusters Score -174357.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -174369.031250 Penalty: 2253.117432
	Iteration 19Q: 3 clusters Score -174369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -174372.718750 Penalty: 2253.117432
	Iteration 20F: 3 clusters Score -174372.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -174375.546875 Penalty: 2253.117432
	Iteration 21Q: 3 clusters Score -174375.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -174377.375000 Penalty: 2253.117432
	Iteration 22Q: 3 clusters Score -174377.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -174379.078125 Penalty: 2253.117432
	Iteration 23Q: 3 clusters Score -174379.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -174380.812500 Penalty: 2253.117432
	Iteration 24Q: 3 clusters Score -174380.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -174380.812500 Penalty: 2253.117432
	Iteration 25F: 3 clusters Score -174380.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (17736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Entering Unmasked Estep 
Score: -1863818.625000 Penalty: 1455.762817
	Iteration 0F: 2 clusters Score -1863819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1852088.500000 Penalty: 2911.525635
	Iteration 0F: 3 clusters Score -1852088 nChanged 7797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1856243.125000 Penalty: 2911.525635
	Iteration 1F: 3 clusters Score -1856243 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1856636.000000 Penalty: 2911.525635
	Iteration 2F: 3 clusters Score -1856636 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1856942.750000 Penalty: 2911.525635
	Iteration 3Q: 3 clusters Score -1856943 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1857217.625000 Penalty: 2911.525635
	Iteration 4Q: 3 clusters Score -1857218 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1857512.375000 Penalty: 2911.525635
	Iteration 5Q: 3 clusters Score -1857512 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -1857860.000000 Penalty: 2911.525635
	Iteration 6Q: 3 clusters Score -1857860 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -1858284.000000 Penalty: 2911.525635
	Iteration 7Q: 3 clusters Score -1858284 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -1858779.500000 Penalty: 2911.525635
	Iteration 8F: 3 clusters Score -1858780 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -1859338.125000 Penalty: 2911.525635
	Iteration 9F: 3 clusters Score -1859338 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -1859942.125000 Penalty: 2911.525635
	Iteration 10F: 3 clusters Score -1859942 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -1860514.625000 Penalty: 2911.525635
	Iteration 11Q: 3 clusters Score -1860515 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -1861023.000000 Penalty: 2911.525635
	Iteration 12Q: 3 clusters Score -1861023 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -1861432.125000 Penalty: 2911.525635
	Iteration 13Q: 3 clusters Score -1861432 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -1861755.500000 Penalty: 2911.525635
	Iteration 14Q: 3 clusters Score -1861756 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -1861989.375000 Penalty: 2911.525635
	Iteration 15Q: 3 clusters Score -1861989 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -1862173.000000 Penalty: 2911.525635
	Iteration 16Q: 3 clusters Score -1862173 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -1862282.125000 Penalty: 2911.525635
	Iteration 17Q: 3 clusters Score -1862282 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -1862363.500000 Penalty: 2911.525635
	Iteration 18Q: 3 clusters Score -1862364 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -1862440.125000 Penalty: 2911.525635
	Iteration 19Q: 3 clusters Score -1862440 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -1862492.125000 Penalty: 2911.525635
	Iteration 20F: 3 clusters Score -1862492 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -1862531.750000 Penalty: 2911.525635
	Iteration 21Q: 3 clusters Score -1862532 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -1862565.500000 Penalty: 2911.525635
	Iteration 22Q: 3 clusters Score -1862566 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -1862580.000000 Penalty: 2911.525635
	Iteration 23Q: 3 clusters Score -1862580 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -1862600.000000 Penalty: 2911.525635
	Iteration 24Q: 3 clusters Score -1862600 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -1862612.875000 Penalty: 2911.525635
	Iteration 25Q: 3 clusters Score -1862613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -1862618.375000 Penalty: 2911.525635
	Iteration 26Q: 3 clusters Score -1862618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -1862626.250000 Penalty: 2911.525635
	Iteration 27Q: 3 clusters Score -1862626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -1862639.500000 Penalty: 2911.525635
	Iteration 28Q: 3 clusters Score -1862640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -1862646.250000 Penalty: 2911.525635
	Iteration 29Q: 3 clusters Score -1862646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -1862649.250000 Penalty: 2911.525635
	Iteration 30Q: 3 clusters Score -1862649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -1862653.750000 Penalty: 2911.525635
	Iteration 31Q: 3 clusters Score -1862654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -1862657.250000 Penalty: 2911.525635
	Iteration 32Q: 3 clusters Score -1862657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -1862656.250000 Penalty: 2911.525635
	Iteration 33Q: 3 clusters Score -1862656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -1862656.250000 Penalty: 2911.525635
	Iteration 34F: 3 clusters Score -1862656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Entering Unmasked Estep 
Score: -34755.476562 Penalty: 882.322876
	Iteration 0F: 2 clusters Score -34755.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -34031.390625 Penalty: 1764.645752
	Iteration 0F: 3 clusters Score -34031.39 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -34168.296875 Penalty: 1764.645752
	Iteration 1F: 3 clusters Score -34168.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -34189.078125 Penalty: 1764.645752
	Iteration 2Q: 3 clusters Score -34189.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -34189.078125 Penalty: 1764.645752
	Iteration 3F: 3 clusters Score -34189.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (6366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Entering Unmasked Estep 
Score: -604671.125000 Penalty: 1303.298462
	Iteration 0F: 2 clusters Score -604671.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -600132.437500 Penalty: 2606.596924
	Iteration 0F: 3 clusters Score -600132.4 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -601500.875000 Penalty: 2606.596924
	Iteration 1F: 3 clusters Score -601500.9 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -601778.500000 Penalty: 2606.596924
	Iteration 2F: 3 clusters Score -601778.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -602022.375000 Penalty: 2606.596924
	Iteration 3F: 3 clusters Score -602022.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -602225.625000 Penalty: 2606.596924
	Iteration 4Q: 3 clusters Score -602225.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -602418.937500 Penalty: 2606.596924
	Iteration 5Q: 3 clusters Score -602418.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -602641.437500 Penalty: 2606.596924
	Iteration 6Q: 3 clusters Score -602641.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -602886.125000 Penalty: 2606.596924
	Iteration 7Q: 3 clusters Score -602886.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -603121.625000 Penalty: 2606.596924
	Iteration 8Q: 3 clusters Score -603121.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -603296.312500 Penalty: 2606.596924
	Iteration 9Q: 3 clusters Score -603296.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -603462.750000 Penalty: 2606.596924
	Iteration 10Q: 3 clusters Score -603462.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -603620.875000 Penalty: 2606.596924
	Iteration 11Q: 3 clusters Score -603620.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -603760.812500 Penalty: 2606.596924
	Iteration 12Q: 3 clusters Score -603760.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -603859.687500 Penalty: 2606.596924
	Iteration 13Q: 3 clusters Score -603859.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -603938.437500 Penalty: 2606.596924
	Iteration 14Q: 3 clusters Score -603938.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -603985.000000 Penalty: 2606.596924
	Iteration 15Q: 3 clusters Score -603985 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -604013.937500 Penalty: 2606.596924
	Iteration 16Q: 3 clusters Score -604013.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -604042.125000 Penalty: 2606.596924
	Iteration 17Q: 3 clusters Score -604042.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -604069.750000 Penalty: 2606.596924
	Iteration 18Q: 3 clusters Score -604069.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -604093.812500 Penalty: 2606.596924
	Iteration 19Q: 3 clusters Score -604093.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -604116.562500 Penalty: 2606.596924
	Iteration 20F: 3 clusters Score -604116.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -604135.000000 Penalty: 2606.596924
	Iteration 21Q: 3 clusters Score -604135 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -604152.250000 Penalty: 2606.596924
	Iteration 22Q: 3 clusters Score -604152.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -604173.500000 Penalty: 2606.596924
	Iteration 23Q: 3 clusters Score -604173.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -604193.812500 Penalty: 2606.596924
	Iteration 24Q: 3 clusters Score -604193.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -604208.937500 Penalty: 2606.596924
	Iteration 25Q: 3 clusters Score -604208.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -604225.125000 Penalty: 2606.596924
	Iteration 26Q: 3 clusters Score -604225.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -604241.812500 Penalty: 2606.596924
	Iteration 27Q: 3 clusters Score -604241.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -604255.000000 Penalty: 2606.596924
	Iteration 28Q: 3 clusters Score -604255 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -604263.625000 Penalty: 2606.596924
	Iteration 29Q: 3 clusters Score -604263.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -604271.437500 Penalty: 2606.596924
	Iteration 30Q: 3 clusters Score -604271.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -604278.625000 Penalty: 2606.596924
	Iteration 31Q: 3 clusters Score -604278.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -604283.500000 Penalty: 2606.596924
	Iteration 32Q: 3 clusters Score -604283.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -604288.562500 Penalty: 2606.596924
	Iteration 33Q: 3 clusters Score -604288.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -604292.187500 Penalty: 2606.596924
	Iteration 34Q: 3 clusters Score -604292.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -604293.187500 Penalty: 2606.596924
	Iteration 35Q: 3 clusters Score -604293.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -604293.187500 Penalty: 2606.596924
	Iteration 36F: 3 clusters Score -604293.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Entering Unmasked Estep 
Score: -129088.429688 Penalty: 1080.783447
	Iteration 0F: 2 clusters Score -129088.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -127631.570312 Penalty: 2161.566895
	Iteration 0F: 3 clusters Score -127631.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -128011.296875 Penalty: 2161.566895
	Iteration 1F: 3 clusters Score -128011.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -128136.687500 Penalty: 2161.566895
	Iteration 2F: 3 clusters Score -128136.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -128242.062500 Penalty: 2161.566895
	Iteration 3F: 3 clusters Score -128242.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -128334.320312 Penalty: 2161.566895
	Iteration 4Q: 3 clusters Score -128334.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -128391.054688 Penalty: 2161.566895
	Iteration 5Q: 3 clusters Score -128391.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -128428.187500 Penalty: 2161.566895
	Iteration 6Q: 3 clusters Score -128428.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -128469.437500 Penalty: 2161.566895
	Iteration 7Q: 3 clusters Score -128469.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -128521.695312 Penalty: 2161.566895
	Iteration 8Q: 3 clusters Score -128521.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -128562.812500 Penalty: 2161.566895
	Iteration 9Q: 3 clusters Score -128562.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -128595.734375 Penalty: 2161.566895
	Iteration 10Q: 3 clusters Score -128595.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -128625.656250 Penalty: 2161.566895
	Iteration 11Q: 3 clusters Score -128625.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -128646.007812 Penalty: 2161.566895
	Iteration 12Q: 3 clusters Score -128646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -128663.593750 Penalty: 2161.566895
	Iteration 13Q: 3 clusters Score -128663.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -128674.625000 Penalty: 2161.566895
	Iteration 14Q: 3 clusters Score -128674.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -128680.976562 Penalty: 2161.566895
	Iteration 15Q: 3 clusters Score -128681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -128689.078125 Penalty: 2161.566895
	Iteration 16Q: 3 clusters Score -128689.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -128693.507812 Penalty: 2161.566895
	Iteration 17Q: 3 clusters Score -128693.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -128698.335938 Penalty: 2161.566895
	Iteration 18Q: 3 clusters Score -128698.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -128702.445312 Penalty: 2161.566895
	Iteration 19Q: 3 clusters Score -128702.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -128703.687500 Penalty: 2161.566895
	Iteration 20F: 3 clusters Score -128703.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -128706.671875 Penalty: 2161.566895
	Iteration 21Q: 3 clusters Score -128706.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -128707.351562 Penalty: 2161.566895
	Iteration 22Q: 3 clusters Score -128707.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -128707.351562 Penalty: 2161.566895
	Iteration 23F: 3 clusters Score -128707.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (8269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Entering Unmasked Estep 
Score: -829810.125000 Penalty: 1342.215942
	Iteration 0F: 2 clusters Score -829810.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -824168.625000 Penalty: 2684.431885
	Iteration 0F: 3 clusters Score -824168.6 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -826020.312500 Penalty: 2684.431885
	Iteration 1F: 3 clusters Score -826020.3 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -826335.812500 Penalty: 2684.431885
	Iteration 2F: 3 clusters Score -826335.8 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -826575.625000 Penalty: 2684.431885
	Iteration 3F: 3 clusters Score -826575.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -826758.000000 Penalty: 2684.431885
	Iteration 4Q: 3 clusters Score -826758 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -826901.500000 Penalty: 2684.431885
	Iteration 5Q: 3 clusters Score -826901.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -827013.187500 Penalty: 2684.431885
	Iteration 6Q: 3 clusters Score -827013.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -827131.000000 Penalty: 2684.431885
	Iteration 7Q: 3 clusters Score -827131 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -827258.062500 Penalty: 2684.431885
	Iteration 8Q: 3 clusters Score -827258.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -827389.687500 Penalty: 2684.431885
	Iteration 9Q: 3 clusters Score -827389.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -827500.187500 Penalty: 2684.431885
	Iteration 10Q: 3 clusters Score -827500.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -827605.875000 Penalty: 2684.431885
	Iteration 11Q: 3 clusters Score -827605.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -827699.062500 Penalty: 2684.431885
	Iteration 12Q: 3 clusters Score -827699.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -827780.250000 Penalty: 2684.431885
	Iteration 13Q: 3 clusters Score -827780.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -827847.187500 Penalty: 2684.431885
	Iteration 14Q: 3 clusters Score -827847.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -827918.250000 Penalty: 2684.431885
	Iteration 15Q: 3 clusters Score -827918.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -827989.687500 Penalty: 2684.431885
	Iteration 16Q: 3 clusters Score -827989.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -828051.312500 Penalty: 2684.431885
	Iteration 17Q: 3 clusters Score -828051.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -828097.625000 Penalty: 2684.431885
	Iteration 18Q: 3 clusters Score -828097.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -828129.875000 Penalty: 2684.431885
	Iteration 19Q: 3 clusters Score -828129.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -828160.000000 Penalty: 2684.431885
	Iteration 20F: 3 clusters Score -828160 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -828182.187500 Penalty: 2684.431885
	Iteration 21Q: 3 clusters Score -828182.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -828201.250000 Penalty: 2684.431885
	Iteration 22Q: 3 clusters Score -828201.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -828220.750000 Penalty: 2684.431885
	Iteration 23Q: 3 clusters Score -828220.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -828231.625000 Penalty: 2684.431885
	Iteration 24Q: 3 clusters Score -828231.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -828242.812500 Penalty: 2684.431885
	Iteration 25Q: 3 clusters Score -828242.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -828250.625000 Penalty: 2684.431885
	Iteration 26Q: 3 clusters Score -828250.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -828257.875000 Penalty: 2684.431885
	Iteration 27Q: 3 clusters Score -828257.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -828264.125000 Penalty: 2684.431885
	Iteration 28Q: 3 clusters Score -828264.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -828269.250000 Penalty: 2684.431885
	Iteration 29Q: 3 clusters Score -828269.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -828275.875000 Penalty: 2684.431885
	Iteration 30Q: 3 clusters Score -828275.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -828279.937500 Penalty: 2684.431885
	Iteration 31Q: 3 clusters Score -828279.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -828282.875000 Penalty: 2684.431885
	Iteration 32Q: 3 clusters Score -828282.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -828286.687500 Penalty: 2684.431885
	Iteration 33Q: 3 clusters Score -828286.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -828291.062500 Penalty: 2684.431885
	Iteration 34Q: 3 clusters Score -828291.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -828291.375000 Penalty: 2684.431885
	Iteration 35Q: 3 clusters Score -828291.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -828295.437500 Penalty: 2684.431885
	Iteration 36Q: 3 clusters Score -828295.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -828296.062500 Penalty: 2684.431885
	Iteration 37Q: 3 clusters Score -828296.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -828297.812500 Penalty: 2684.431885
	Iteration 38Q: 3 clusters Score -828297.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -828299.750000 Penalty: 2684.431885
	Iteration 39Q: 3 clusters Score -828299.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -828300.812500 Penalty: 2684.431885
	Iteration 40F: 3 clusters Score -828300.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -828301.937500 Penalty: 2684.431885
	Iteration 41Q: 3 clusters Score -828301.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -828304.875000 Penalty: 2684.431885
	Iteration 42Q: 3 clusters Score -828304.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -828305.562500 Penalty: 2684.431885
	Iteration 43Q: 3 clusters Score -828305.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -828305.812500 Penalty: 2684.431885
	Iteration 44Q: 3 clusters Score -828305.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -828309.625000 Penalty: 2684.431885
	Iteration 45Q: 3 clusters Score -828309.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -828310.250000 Penalty: 2684.431885
	Iteration 46Q: 3 clusters Score -828310.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -828311.562500 Penalty: 2684.431885
	Iteration 47Q: 3 clusters Score -828311.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -828314.125000 Penalty: 2684.431885
	Iteration 48Q: 3 clusters Score -828314.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -828315.875000 Penalty: 2684.431885
	Iteration 49Q: 3 clusters Score -828315.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -828317.375000 Penalty: 2684.431885
	Iteration 50Q: 3 clusters Score -828317.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -828318.812500 Penalty: 2684.431885
	Iteration 51Q: 3 clusters Score -828318.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -828318.875000 Penalty: 2684.431885
	Iteration 52Q: 3 clusters Score -828318.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -828321.687500 Penalty: 2684.431885
	Iteration 53Q: 3 clusters Score -828321.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -828320.562500 Penalty: 2684.431885
	Iteration 54Q: 3 clusters Score -828320.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -828320.750000 Penalty: 2684.431885
	Iteration 55Q: 3 clusters Score -828320.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -828322.562500 Penalty: 2684.431885
	Iteration 56Q: 3 clusters Score -828322.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -828324.250000 Penalty: 2684.431885
	Iteration 57Q: 3 clusters Score -828324.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -828324.687500 Penalty: 2684.431885
	Iteration 58Q: 3 clusters Score -828324.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -828324.687500 Penalty: 2684.431885
	Iteration 59F: 3 clusters Score -828324.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (19983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Entering Unmasked Estep 
Score: -2076520.250000 Penalty: 1473.512451
	Iteration 0F: 2 clusters Score -2076520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -2063488.875000 Penalty: 2947.024902
	Iteration 0F: 3 clusters Score -2063489 nChanged 8732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -2068170.500000 Penalty: 2947.024902
	Iteration 1F: 3 clusters Score -2068170 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -2068555.000000 Penalty: 2947.024902
	Iteration 2F: 3 clusters Score -2068555 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -2068884.875000 Penalty: 2947.024902
	Iteration 3Q: 3 clusters Score -2068885 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -2069232.375000 Penalty: 2947.024902
	Iteration 4Q: 3 clusters Score -2069232 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -2069638.000000 Penalty: 2947.024902
	Iteration 5Q: 3 clusters Score -2069638 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -2070144.750000 Penalty: 2947.024902
	Iteration 6Q: 3 clusters Score -2070145 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -2070762.750000 Penalty: 2947.024902
	Iteration 7F: 3 clusters Score -2070763 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -2071482.375000 Penalty: 2947.024902
	Iteration 8F: 3 clusters Score -2071482 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -2072206.000000 Penalty: 2947.024902
	Iteration 9F: 3 clusters Score -2072206 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -2072834.125000 Penalty: 2947.024902
	Iteration 10Q: 3 clusters Score -2072834 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -2073320.250000 Penalty: 2947.024902
	Iteration 11Q: 3 clusters Score -2073320 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -2073654.375000 Penalty: 2947.024902
	Iteration 12Q: 3 clusters Score -2073654 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -2073919.875000 Penalty: 2947.024902
	Iteration 13Q: 3 clusters Score -2073920 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -2074160.125000 Penalty: 2947.024902
	Iteration 14Q: 3 clusters Score -2074160 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -2074359.375000 Penalty: 2947.024902
	Iteration 15Q: 3 clusters Score -2074359 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -2074531.125000 Penalty: 2947.024902
	Iteration 16Q: 3 clusters Score -2074531 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -2074668.750000 Penalty: 2947.024902
	Iteration 17Q: 3 clusters Score -2074669 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -2074789.375000 Penalty: 2947.024902
	Iteration 18Q: 3 clusters Score -2074789 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -2074882.500000 Penalty: 2947.024902
	Iteration 19Q: 3 clusters Score -2074882 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2074963.500000 Penalty: 2947.024902
	Iteration 20F: 3 clusters Score -2074964 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2075026.250000 Penalty: 2947.024902
	Iteration 21Q: 3 clusters Score -2075026 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2075081.625000 Penalty: 2947.024902
	Iteration 22Q: 3 clusters Score -2075082 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2075117.500000 Penalty: 2947.024902
	Iteration 23Q: 3 clusters Score -2075118 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2075155.000000 Penalty: 2947.024902
	Iteration 24Q: 3 clusters Score -2075155 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2075181.125000 Penalty: 2947.024902
	Iteration 25Q: 3 clusters Score -2075181 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2075201.875000 Penalty: 2947.024902
	Iteration 26Q: 3 clusters Score -2075202 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2075221.875000 Penalty: 2947.024902
	Iteration 27Q: 3 clusters Score -2075222 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2075236.250000 Penalty: 2947.024902
	Iteration 28Q: 3 clusters Score -2075236 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2075246.125000 Penalty: 2947.024902
	Iteration 29Q: 3 clusters Score -2075246 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2075254.375000 Penalty: 2947.024902
	Iteration 30Q: 3 clusters Score -2075254 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2075253.375000 Penalty: 2947.024902
	Iteration 31Q: 3 clusters Score -2075253 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2075255.250000 Penalty: 2947.024902
	Iteration 32Q: 3 clusters Score -2075255 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2075261.625000 Penalty: 2947.024902
	Iteration 33Q: 3 clusters Score -2075262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2075262.375000 Penalty: 2947.024902
	Iteration 34Q: 3 clusters Score -2075262 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2075269.125000 Penalty: 2947.024902
	Iteration 35Q: 3 clusters Score -2075269 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2075274.500000 Penalty: 2947.024902
	Iteration 36Q: 3 clusters Score -2075274 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2075290.375000 Penalty: 2947.024902
	Iteration 37Q: 3 clusters Score -2075290 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2075295.875000 Penalty: 2947.024902
	Iteration 38Q: 3 clusters Score -2075296 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2075306.750000 Penalty: 2947.024902
	Iteration 39Q: 3 clusters Score -2075307 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2075311.125000 Penalty: 2947.024902
	Iteration 40F: 3 clusters Score -2075311 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2075317.000000 Penalty: 2947.024902
	Iteration 41Q: 3 clusters Score -2075317 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2075321.500000 Penalty: 2947.024902
	Iteration 42Q: 3 clusters Score -2075322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2075325.500000 Penalty: 2947.024902
	Iteration 43Q: 3 clusters Score -2075326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2075331.500000 Penalty: 2947.024902
	Iteration 44Q: 3 clusters Score -2075332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2075332.375000 Penalty: 2947.024902
	Iteration 45Q: 3 clusters Score -2075332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2075338.250000 Penalty: 2947.024902
	Iteration 46Q: 3 clusters Score -2075338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2075346.750000 Penalty: 2947.024902
	Iteration 47Q: 3 clusters Score -2075347 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2075352.625000 Penalty: 2947.024902
	Iteration 48Q: 3 clusters Score -2075353 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2075351.750000 Penalty: 2947.024902
	Iteration 49Q: 3 clusters Score -2075352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2075360.625000 Penalty: 2947.024902
	Iteration 50Q: 3 clusters Score -2075361 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2075363.375000 Penalty: 2947.024902
	Iteration 51Q: 3 clusters Score -2075363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2075370.875000 Penalty: 2947.024902
	Iteration 52Q: 3 clusters Score -2075371 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2075371.625000 Penalty: 2947.024902
	Iteration 53Q: 3 clusters Score -2075372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2075373.750000 Penalty: 2947.024902
	Iteration 54Q: 3 clusters Score -2075374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2075375.125000 Penalty: 2947.024902
	Iteration 55Q: 3 clusters Score -2075375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2075381.500000 Penalty: 2947.024902
	Iteration 56Q: 3 clusters Score -2075382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19116 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2075378.875000 Penalty: 2947.024902
	Iteration 57Q: 3 clusters Score -2075379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2075378.250000 Penalty: 2947.024902
	Iteration 58Q: 3 clusters Score -2075378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2075378.750000 Penalty: 2947.024902
	Iteration 59Q: 3 clusters Score -2075379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2075378.750000 Penalty: 2947.024902
	Iteration 60F: 3 clusters Score -2075379 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (4470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Entering Unmasked Estep 
Score: -463798.937500 Penalty: 1250.685425
	Iteration 0F: 2 clusters Score -463798.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -460442.906250 Penalty: 2501.370850
	Iteration 0F: 3 clusters Score -460442.9 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -461517.875000 Penalty: 2501.370850
	Iteration 1F: 3 clusters Score -461517.9 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -462025.781250 Penalty: 2501.370850
	Iteration 2F: 3 clusters Score -462025.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -462454.875000 Penalty: 2501.370850
	Iteration 3F: 3 clusters Score -462454.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -462921.968750 Penalty: 2501.370850
	Iteration 4F: 3 clusters Score -462922 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -463297.906250 Penalty: 2501.370850
	Iteration 5F: 3 clusters Score -463297.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -463556.812500 Penalty: 2501.370850
	Iteration 6F: 3 clusters Score -463556.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -463754.281250 Penalty: 2501.370850
	Iteration 7Q: 3 clusters Score -463754.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -463909.187500 Penalty: 2501.370850
	Iteration 8Q: 3 clusters Score -463909.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -464018.625000 Penalty: 2501.370850
	Iteration 9Q: 3 clusters Score -464018.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -464067.875000 Penalty: 2501.370850
	Iteration 10Q: 3 clusters Score -464067.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -464111.718750 Penalty: 2501.370850
	Iteration 11Q: 3 clusters Score -464111.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -464146.156250 Penalty: 2501.370850
	Iteration 12Q: 3 clusters Score -464146.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -464172.750000 Penalty: 2501.370850
	Iteration 13Q: 3 clusters Score -464172.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -464186.312500 Penalty: 2501.370850
	Iteration 14Q: 3 clusters Score -464186.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -464196.656250 Penalty: 2501.370850
	Iteration 15Q: 3 clusters Score -464196.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -464208.593750 Penalty: 2501.370850
	Iteration 16Q: 3 clusters Score -464208.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -464214.750000 Penalty: 2501.370850
	Iteration 17Q: 3 clusters Score -464214.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -464221.968750 Penalty: 2501.370850
	Iteration 18Q: 3 clusters Score -464222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -464226.812500 Penalty: 2501.370850
	Iteration 19Q: 3 clusters Score -464226.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -464228.062500 Penalty: 2501.370850
	Iteration 20F: 3 clusters Score -464228.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64490 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16246 members 
Mstep: Class 4 contains 20343 members 
Mstep: Class 5 contains 9156 members 
Mstep: Class 6 contains 1219 members 
Mstep: Class 7 contains 37798 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48410 members 
Mstep: Class 11 contains 39851 members 
Mstep: Class 12 contains 29443 members 
Mstep: Class 13 contains 13295 members 
Mstep: Class 14 contains 1648 members 
Mstep: Class 15 contains 12281 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2178 members 
Mstep: Class 19 contains 34460 members 
Mstep: Class 20 contains 10102 members 
Mstep: Class 21 contains 2604 members 
Mstep: Class 22 contains 7659 members 
Mstep: Class 23 contains 4831 members 
Mstep: Class 24 contains 4409 members 
Mstep: Class 25 contains 15472 members 
Mstep: Class 26 contains 16182 members 
Mstep: Class 27 contains 7495 members 
Mstep: Class 28 contains 20913 members 
Mstep: Class 29 contains 9774 members 
Mstep: Class 30 contains 22388 members 
Mstep: Class 31 contains 14848 members 
Mstep: Class 32 contains 10266 members 
Mstep: Class 33 contains 3870 members 
Mstep: Class 34 contains 51658 members 
Mstep: Class 35 contains 200261 members 
Mstep: Class 36 contains 2756 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8090 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 918 members 
Mstep: Class 41 contains 36550 members 
Mstep: Class 42 contains 1941 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6366 members 
Mstep: Class 46 contains 1427 members 
Mstep: Class 47 contains 8269 members 
Mstep: Class 48 contains 19983 members 
Mstep: Class 49 contains 3815 members 
Mstep: Class 50 contains 7795 members 
Mstep: Class 51 contains 655 members 
Entering Unmasked Estep 
Score: -88140776.000000 Penalty: 104041.984375
Splitting cluster 49 changes total score from -88141352.000000 to -88140776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 50 (7795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Entering Unmasked Estep 
Score: -813550.062500 Penalty: 1333.432251
	Iteration 0F: 2 clusters Score -813550.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -808108.125000 Penalty: 2666.864502
	Iteration 0F: 3 clusters Score -808108.1 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -809766.562500 Penalty: 2666.864502
	Iteration 1F: 3 clusters Score -809766.6 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -810114.437500 Penalty: 2666.864502
	Iteration 2F: 3 clusters Score -810114.4 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -810369.875000 Penalty: 2666.864502
	Iteration 3F: 3 clusters Score -810369.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -810566.687500 Penalty: 2666.864502
	Iteration 4Q: 3 clusters Score -810566.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -810750.000000 Penalty: 2666.864502
	Iteration 5Q: 3 clusters Score -810750 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -810936.625000 Penalty: 2666.864502
	Iteration 6Q: 3 clusters Score -810936.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -811087.000000 Penalty: 2666.864502
	Iteration 7Q: 3 clusters Score -811087 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -811215.750000 Penalty: 2666.864502
	Iteration 8Q: 3 clusters Score -811215.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -811343.437500 Penalty: 2666.864502
	Iteration 9Q: 3 clusters Score -811343.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -811482.750000 Penalty: 2666.864502
	Iteration 10Q: 3 clusters Score -811482.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -811614.812500 Penalty: 2666.864502
	Iteration 11Q: 3 clusters Score -811614.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -811748.687500 Penalty: 2666.864502
	Iteration 12Q: 3 clusters Score -811748.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -811866.187500 Penalty: 2666.864502
	Iteration 13Q: 3 clusters Score -811866.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -811973.250000 Penalty: 2666.864502
	Iteration 14Q: 3 clusters Score -811973.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -812068.062500 Penalty: 2666.864502
	Iteration 15Q: 3 clusters Score -812068.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -812159.812500 Penalty: 2666.864502
	Iteration 16Q: 3 clusters Score -812159.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -812238.125000 Penalty: 2666.864502
	Iteration 17Q: 3 clusters Score -812238.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -812289.250000 Penalty: 2666.864502
	Iteration 18Q: 3 clusters Score -812289.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -812338.062500 Penalty: 2666.864502
	Iteration 19Q: 3 clusters Score -812338.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -812375.625000 Penalty: 2666.864502
	Iteration 20F: 3 clusters Score -812375.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -812407.687500 Penalty: 2666.864502
	Iteration 21Q: 3 clusters Score -812407.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -812440.437500 Penalty: 2666.864502
	Iteration 22Q: 3 clusters Score -812440.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -812461.125000 Penalty: 2666.864502
	Iteration 23Q: 3 clusters Score -812461.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -812470.875000 Penalty: 2666.864502
	Iteration 24Q: 3 clusters Score -812470.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -812478.500000 Penalty: 2666.864502
	Iteration 25Q: 3 clusters Score -812478.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -812486.937500 Penalty: 2666.864502
	Iteration 26Q: 3 clusters Score -812486.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -812489.000000 Penalty: 2666.864502
	Iteration 27Q: 3 clusters Score -812489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -812490.375000 Penalty: 2666.864502
	Iteration 28Q: 3 clusters Score -812490.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -812497.062500 Penalty: 2666.864502
	Iteration 29Q: 3 clusters Score -812497.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -812497.625000 Penalty: 2666.864502
	Iteration 30Q: 3 clusters Score -812497.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -812499.375000 Penalty: 2666.864502
	Iteration 31Q: 3 clusters Score -812499.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -812501.937500 Penalty: 2666.864502
	Iteration 32Q: 3 clusters Score -812501.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -812503.062500 Penalty: 2666.864502
	Iteration 33Q: 3 clusters Score -812503.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -812505.437500 Penalty: 2666.864502
	Iteration 34Q: 3 clusters Score -812505.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -812506.750000 Penalty: 2666.864502
	Iteration 35Q: 3 clusters Score -812506.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -812509.750000 Penalty: 2666.864502
	Iteration 36Q: 3 clusters Score -812509.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -812510.937500 Penalty: 2666.864502
	Iteration 37Q: 3 clusters Score -812510.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -812511.187500 Penalty: 2666.864502
	Iteration 38Q: 3 clusters Score -812511.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -812511.187500 Penalty: 2666.864502
	Iteration 39F: 3 clusters Score -812511.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64490 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16246 members 
Mstep: Class 4 contains 20343 members 
Mstep: Class 5 contains 9156 members 
Mstep: Class 6 contains 1219 members 
Mstep: Class 7 contains 37798 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48410 members 
Mstep: Class 11 contains 39851 members 
Mstep: Class 12 contains 29443 members 
Mstep: Class 13 contains 13295 members 
Mstep: Class 14 contains 1648 members 
Mstep: Class 15 contains 12281 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2178 members 
Mstep: Class 19 contains 34460 members 
Mstep: Class 20 contains 10102 members 
Mstep: Class 21 contains 2604 members 
Mstep: Class 22 contains 7659 members 
Mstep: Class 23 contains 4831 members 
Mstep: Class 24 contains 4409 members 
Mstep: Class 25 contains 15472 members 
Mstep: Class 26 contains 16182 members 
Mstep: Class 27 contains 7495 members 
Mstep: Class 28 contains 20913 members 
Mstep: Class 29 contains 9774 members 
Mstep: Class 30 contains 22388 members 
Mstep: Class 31 contains 14848 members 
Mstep: Class 32 contains 10266 members 
Mstep: Class 33 contains 3870 members 
Mstep: Class 34 contains 51658 members 
Mstep: Class 35 contains 200261 members 
Mstep: Class 36 contains 2756 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8090 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 918 members 
Mstep: Class 41 contains 36550 members 
Mstep: Class 42 contains 1941 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6366 members 
Mstep: Class 46 contains 1427 members 
Mstep: Class 47 contains 8269 members 
Mstep: Class 48 contains 19983 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 7795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141344.000000 Penalty: 102001.945312
Iteration 319Q: 51 clusters Score -8.814134e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64494 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16244 members 
Mstep: Class 4 contains 20314 members 
Mstep: Class 5 contains 9160 members 
Mstep: Class 6 contains 1219 members 
Mstep: Class 7 contains 37799 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48409 members 
Mstep: Class 11 contains 39852 members 
Mstep: Class 12 contains 29456 members 
Mstep: Class 13 contains 13294 members 
Mstep: Class 14 contains 1648 members 
Mstep: Class 15 contains 12278 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2178 members 
Mstep: Class 19 contains 34463 members 
Mstep: Class 20 contains 10102 members 
Mstep: Class 21 contains 2604 members 
Mstep: Class 22 contains 7659 members 
Mstep: Class 23 contains 4834 members 
Mstep: Class 24 contains 4411 members 
Mstep: Class 25 contains 15472 members 
Mstep: Class 26 contains 16182 members 
Mstep: Class 27 contains 7497 members 
Mstep: Class 28 contains 20913 members 
Mstep: Class 29 contains 9775 members 
Mstep: Class 30 contains 22388 members 
Mstep: Class 31 contains 14848 members 
Mstep: Class 32 contains 10266 members 
Mstep: Class 33 contains 3869 members 
Mstep: Class 34 contains 51654 members 
Mstep: Class 35 contains 200263 members 
Mstep: Class 36 contains 2755 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8089 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 918 members 
Mstep: Class 41 contains 36551 members 
Mstep: Class 42 contains 1941 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6365 members 
Mstep: Class 46 contains 1427 members 
Mstep: Class 47 contains 8280 members 
Mstep: Class 48 contains 19975 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 7799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141360.000000 Penalty: 102001.945312
Iteration 320F: 51 clusters Score -8.814136e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64500 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16248 members 
Mstep: Class 4 contains 20294 members 
Mstep: Class 5 contains 9158 members 
Mstep: Class 6 contains 1220 members 
Mstep: Class 7 contains 37797 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48407 members 
Mstep: Class 11 contains 39852 members 
Mstep: Class 12 contains 29464 members 
Mstep: Class 13 contains 13293 members 
Mstep: Class 14 contains 1648 members 
Mstep: Class 15 contains 12278 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2178 members 
Mstep: Class 19 contains 34468 members 
Mstep: Class 20 contains 10102 members 
Mstep: Class 21 contains 2604 members 
Mstep: Class 22 contains 7660 members 
Mstep: Class 23 contains 4833 members 
Mstep: Class 24 contains 4413 members 
Mstep: Class 25 contains 15472 members 
Mstep: Class 26 contains 16182 members 
Mstep: Class 27 contains 7497 members 
Mstep: Class 28 contains 20913 members 
Mstep: Class 29 contains 9777 members 
Mstep: Class 30 contains 22386 members 
Mstep: Class 31 contains 14849 members 
Mstep: Class 32 contains 10266 members 
Mstep: Class 33 contains 3869 members 
Mstep: Class 34 contains 51644 members 
Mstep: Class 35 contains 200259 members 
Mstep: Class 36 contains 2755 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8086 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 918 members 
Mstep: Class 41 contains 36556 members 
Mstep: Class 42 contains 1941 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6364 members 
Mstep: Class 46 contains 1427 members 
Mstep: Class 47 contains 8296 members 
Mstep: Class 48 contains 19970 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 7801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141384.000000 Penalty: 102001.945312
Iteration 321Q: 51 clusters Score -8.814138e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64503 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16250 members 
Mstep: Class 4 contains 20272 members 
Mstep: Class 5 contains 9157 members 
Mstep: Class 6 contains 1220 members 
Mstep: Class 7 contains 37794 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48405 members 
Mstep: Class 11 contains 39852 members 
Mstep: Class 12 contains 29465 members 
Mstep: Class 13 contains 13293 members 
Mstep: Class 14 contains 1648 members 
Mstep: Class 15 contains 12277 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2178 members 
Mstep: Class 19 contains 34469 members 
Mstep: Class 20 contains 10103 members 
Mstep: Class 21 contains 2604 members 
Mstep: Class 22 contains 7663 members 
Mstep: Class 23 contains 4835 members 
Mstep: Class 24 contains 4415 members 
Mstep: Class 25 contains 15472 members 
Mstep: Class 26 contains 16182 members 
Mstep: Class 27 contains 7497 members 
Mstep: Class 28 contains 20913 members 
Mstep: Class 29 contains 9781 members 
Mstep: Class 30 contains 22387 members 
Mstep: Class 31 contains 14850 members 
Mstep: Class 32 contains 10266 members 
Mstep: Class 33 contains 3868 members 
Mstep: Class 34 contains 51635 members 
Mstep: Class 35 contains 200261 members 
Mstep: Class 36 contains 2755 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8084 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 918 members 
Mstep: Class 41 contains 36564 members 
Mstep: Class 42 contains 1941 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6364 members 
Mstep: Class 46 contains 1427 members 
Mstep: Class 47 contains 8307 members 
Mstep: Class 48 contains 19967 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 7803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141304.000000 Penalty: 102001.945312
Iteration 322Q: 51 clusters Score -8.81413e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64505 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16251 members 
Mstep: Class 4 contains 20258 members 
Mstep: Class 5 contains 9156 members 
Mstep: Class 6 contains 1220 members 
Mstep: Class 7 contains 37792 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48404 members 
Mstep: Class 11 contains 39852 members 
Mstep: Class 12 contains 29470 members 
Mstep: Class 13 contains 13294 members 
Mstep: Class 14 contains 1648 members 
Mstep: Class 15 contains 12277 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2178 members 
Mstep: Class 19 contains 34469 members 
Mstep: Class 20 contains 10103 members 
Mstep: Class 21 contains 2604 members 
Mstep: Class 22 contains 7662 members 
Mstep: Class 23 contains 4836 members 
Mstep: Class 24 contains 4416 members 
Mstep: Class 25 contains 15472 members 
Mstep: Class 26 contains 16182 members 
Mstep: Class 27 contains 7498 members 
Mstep: Class 28 contains 20913 members 
Mstep: Class 29 contains 9783 members 
Mstep: Class 30 contains 22389 members 
Mstep: Class 31 contains 14850 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3869 members 
Mstep: Class 34 contains 51629 members 
Mstep: Class 35 contains 200260 members 
Mstep: Class 36 contains 2755 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8083 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 918 members 
Mstep: Class 41 contains 36567 members 
Mstep: Class 42 contains 1941 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6365 members 
Mstep: Class 46 contains 1427 members 
Mstep: Class 47 contains 8314 members 
Mstep: Class 48 contains 19963 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 7805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141352.000000 Penalty: 102001.945312
Iteration 323Q: 51 clusters Score -8.814135e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64506 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16252 members 
Mstep: Class 4 contains 20255 members 
Mstep: Class 5 contains 9158 members 
Mstep: Class 6 contains 1220 members 
Mstep: Class 7 contains 37788 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48401 members 
Mstep: Class 11 contains 39852 members 
Mstep: Class 12 contains 29473 members 
Mstep: Class 13 contains 13293 members 
Mstep: Class 14 contains 1648 members 
Mstep: Class 15 contains 12277 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2178 members 
Mstep: Class 19 contains 34471 members 
Mstep: Class 20 contains 10102 members 
Mstep: Class 21 contains 2604 members 
Mstep: Class 22 contains 7663 members 
Mstep: Class 23 contains 4835 members 
Mstep: Class 24 contains 4416 members 
Mstep: Class 25 contains 15472 members 
Mstep: Class 26 contains 16182 members 
Mstep: Class 27 contains 7498 members 
Mstep: Class 28 contains 20913 members 
Mstep: Class 29 contains 9785 members 
Mstep: Class 30 contains 22389 members 
Mstep: Class 31 contains 14850 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3869 members 
Mstep: Class 34 contains 51627 members 
Mstep: Class 35 contains 200255 members 
Mstep: Class 36 contains 2755 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8082 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 918 members 
Mstep: Class 41 contains 36572 members 
Mstep: Class 42 contains 1941 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6365 members 
Mstep: Class 46 contains 1427 members 
Mstep: Class 47 contains 8319 members 
Mstep: Class 48 contains 19962 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 7805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141224.000000 Penalty: 102001.945312
Iteration 324Q: 51 clusters Score -8.814122e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64509 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16255 members 
Mstep: Class 4 contains 20244 members 
Mstep: Class 5 contains 9159 members 
Mstep: Class 6 contains 1220 members 
Mstep: Class 7 contains 37787 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48398 members 
Mstep: Class 11 contains 39853 members 
Mstep: Class 12 contains 29474 members 
Mstep: Class 13 contains 13293 members 
Mstep: Class 14 contains 1648 members 
Mstep: Class 15 contains 12277 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2178 members 
Mstep: Class 19 contains 34473 members 
Mstep: Class 20 contains 10100 members 
Mstep: Class 21 contains 2604 members 
Mstep: Class 22 contains 7663 members 
Mstep: Class 23 contains 4835 members 
Mstep: Class 24 contains 4416 members 
Mstep: Class 25 contains 15472 members 
Mstep: Class 26 contains 16182 members 
Mstep: Class 27 contains 7497 members 
Mstep: Class 28 contains 20913 members 
Mstep: Class 29 contains 9789 members 
Mstep: Class 30 contains 22389 members 
Mstep: Class 31 contains 14848 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3869 members 
Mstep: Class 34 contains 51618 members 
Mstep: Class 35 contains 200259 members 
Mstep: Class 36 contains 2755 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8083 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 918 members 
Mstep: Class 41 contains 36576 members 
Mstep: Class 42 contains 1941 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6364 members 
Mstep: Class 46 contains 1427 members 
Mstep: Class 47 contains 8324 members 
Mstep: Class 48 contains 19962 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 7806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141224.000000 Penalty: 102001.945312
Iteration 325Q: 51 clusters Score -8.814122e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64508 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16261 members 
Mstep: Class 4 contains 20231 members 
Mstep: Class 5 contains 9160 members 
Mstep: Class 6 contains 1220 members 
Mstep: Class 7 contains 37785 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48398 members 
Mstep: Class 11 contains 39854 members 
Mstep: Class 12 contains 29474 members 
Mstep: Class 13 contains 13293 members 
Mstep: Class 14 contains 1649 members 
Mstep: Class 15 contains 12277 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2178 members 
Mstep: Class 19 contains 34479 members 
Mstep: Class 20 contains 10100 members 
Mstep: Class 21 contains 2604 members 
Mstep: Class 22 contains 7663 members 
Mstep: Class 23 contains 4836 members 
Mstep: Class 24 contains 4416 members 
Mstep: Class 25 contains 15472 members 
Mstep: Class 26 contains 16182 members 
Mstep: Class 27 contains 7497 members 
Mstep: Class 28 contains 20913 members 
Mstep: Class 29 contains 9790 members 
Mstep: Class 30 contains 22391 members 
Mstep: Class 31 contains 14848 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3869 members 
Mstep: Class 34 contains 51611 members 
Mstep: Class 35 contains 200258 members 
Mstep: Class 36 contains 2755 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8084 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 918 members 
Mstep: Class 41 contains 36577 members 
Mstep: Class 42 contains 1941 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6364 members 
Mstep: Class 46 contains 1427 members 
Mstep: Class 47 contains 8328 members 
Mstep: Class 48 contains 19960 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 7807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141256.000000 Penalty: 102001.945312
Iteration 326Q: 51 clusters Score -8.814126e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64507 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16264 members 
Mstep: Class 4 contains 20222 members 
Mstep: Class 5 contains 9161 members 
Mstep: Class 6 contains 1220 members 
Mstep: Class 7 contains 37785 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48394 members 
Mstep: Class 11 contains 39854 members 
Mstep: Class 12 contains 29479 members 
Mstep: Class 13 contains 13293 members 
Mstep: Class 14 contains 1650 members 
Mstep: Class 15 contains 12277 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2178 members 
Mstep: Class 19 contains 34485 members 
Mstep: Class 20 contains 10100 members 
Mstep: Class 21 contains 2604 members 
Mstep: Class 22 contains 7663 members 
Mstep: Class 23 contains 4837 members 
Mstep: Class 24 contains 4416 members 
Mstep: Class 25 contains 15472 members 
Mstep: Class 26 contains 16182 members 
Mstep: Class 27 contains 7496 members 
Mstep: Class 28 contains 20913 members 
Mstep: Class 29 contains 9791 members 
Mstep: Class 30 contains 22392 members 
Mstep: Class 31 contains 14848 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3869 members 
Mstep: Class 34 contains 51603 members 
Mstep: Class 35 contains 200255 members 
Mstep: Class 36 contains 2756 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8084 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 918 members 
Mstep: Class 41 contains 36579 members 
Mstep: Class 42 contains 1941 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6364 members 
Mstep: Class 46 contains 1427 members 
Mstep: Class 47 contains 8331 members 
Mstep: Class 48 contains 19959 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 7809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141352.000000 Penalty: 102001.945312
Iteration 327Q: 51 clusters Score -8.814135e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64506 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16269 members 
Mstep: Class 4 contains 20214 members 
Mstep: Class 5 contains 9162 members 
Mstep: Class 6 contains 1220 members 
Mstep: Class 7 contains 37784 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48393 members 
Mstep: Class 11 contains 39853 members 
Mstep: Class 12 contains 29482 members 
Mstep: Class 13 contains 13293 members 
Mstep: Class 14 contains 1650 members 
Mstep: Class 15 contains 12277 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2178 members 
Mstep: Class 19 contains 34487 members 
Mstep: Class 20 contains 10100 members 
Mstep: Class 21 contains 2604 members 
Mstep: Class 22 contains 7663 members 
Mstep: Class 23 contains 4837 members 
Mstep: Class 24 contains 4416 members 
Mstep: Class 25 contains 15472 members 
Mstep: Class 26 contains 16182 members 
Mstep: Class 27 contains 7496 members 
Mstep: Class 28 contains 20913 members 
Mstep: Class 29 contains 9791 members 
Mstep: Class 30 contains 22390 members 
Mstep: Class 31 contains 14847 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3869 members 
Mstep: Class 34 contains 51596 members 
Mstep: Class 35 contains 200255 members 
Mstep: Class 36 contains 2756 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8084 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 918 members 
Mstep: Class 41 contains 36583 members 
Mstep: Class 42 contains 1941 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6364 members 
Mstep: Class 46 contains 1427 members 
Mstep: Class 47 contains 8336 members 
Mstep: Class 48 contains 19957 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 7813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141376.000000 Penalty: 102001.945312
Iteration 328Q: 51 clusters Score -8.814138e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64505 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16270 members 
Mstep: Class 4 contains 20208 members 
Mstep: Class 5 contains 9164 members 
Mstep: Class 6 contains 1220 members 
Mstep: Class 7 contains 37783 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48390 members 
Mstep: Class 11 contains 39849 members 
Mstep: Class 12 contains 29487 members 
Mstep: Class 13 contains 13293 members 
Mstep: Class 14 contains 1650 members 
Mstep: Class 15 contains 12277 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2178 members 
Mstep: Class 19 contains 34489 members 
Mstep: Class 20 contains 10100 members 
Mstep: Class 21 contains 2604 members 
Mstep: Class 22 contains 7662 members 
Mstep: Class 23 contains 4838 members 
Mstep: Class 24 contains 4416 members 
Mstep: Class 25 contains 15472 members 
Mstep: Class 26 contains 16182 members 
Mstep: Class 27 contains 7496 members 
Mstep: Class 28 contains 20913 members 
Mstep: Class 29 contains 9791 members 
Mstep: Class 30 contains 22390 members 
Mstep: Class 31 contains 14847 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3869 members 
Mstep: Class 34 contains 51590 members 
Mstep: Class 35 contains 200252 members 
Mstep: Class 36 contains 2756 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8084 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 918 members 
Mstep: Class 41 contains 36591 members 
Mstep: Class 42 contains 1941 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6364 members 
Mstep: Class 46 contains 1427 members 
Mstep: Class 47 contains 8341 members 
Mstep: Class 48 contains 19956 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 7815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141424.000000 Penalty: 102001.945312
Iteration 329Q: 51 clusters Score -8.814142e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64505 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16273 members 
Mstep: Class 4 contains 20200 members 
Mstep: Class 5 contains 9163 members 
Mstep: Class 6 contains 1220 members 
Mstep: Class 7 contains 37783 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48387 members 
Mstep: Class 11 contains 39848 members 
Mstep: Class 12 contains 29489 members 
Mstep: Class 13 contains 13292 members 
Mstep: Class 14 contains 1650 members 
Mstep: Class 15 contains 12277 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2178 members 
Mstep: Class 19 contains 34491 members 
Mstep: Class 20 contains 10100 members 
Mstep: Class 21 contains 2604 members 
Mstep: Class 22 contains 7662 members 
Mstep: Class 23 contains 4838 members 
Mstep: Class 24 contains 4416 members 
Mstep: Class 25 contains 15472 members 
Mstep: Class 26 contains 16182 members 
Mstep: Class 27 contains 7495 members 
Mstep: Class 28 contains 20913 members 
Mstep: Class 29 contains 9791 members 
Mstep: Class 30 contains 22392 members 
Mstep: Class 31 contains 14847 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3869 members 
Mstep: Class 34 contains 51580 members 
Mstep: Class 35 contains 200251 members 
Mstep: Class 36 contains 2756 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8083 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 918 members 
Mstep: Class 41 contains 36602 members 
Mstep: Class 42 contains 1941 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6365 members 
Mstep: Class 46 contains 1427 members 
Mstep: Class 47 contains 8344 members 
Mstep: Class 48 contains 19957 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 7817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141440.000000 Penalty: 102001.945312
Iteration 330Q: 51 clusters Score -8.814144e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64502 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16277 members 
Mstep: Class 4 contains 20193 members 
Mstep: Class 5 contains 9164 members 
Mstep: Class 6 contains 1220 members 
Mstep: Class 7 contains 37782 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48387 members 
Mstep: Class 11 contains 39848 members 
Mstep: Class 12 contains 29494 members 
Mstep: Class 13 contains 13291 members 
Mstep: Class 14 contains 1650 members 
Mstep: Class 15 contains 12276 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2178 members 
Mstep: Class 19 contains 34493 members 
Mstep: Class 20 contains 10100 members 
Mstep: Class 21 contains 2604 members 
Mstep: Class 22 contains 7661 members 
Mstep: Class 23 contains 4838 members 
Mstep: Class 24 contains 4417 members 
Mstep: Class 25 contains 15472 members 
Mstep: Class 26 contains 16182 members 
Mstep: Class 27 contains 7493 members 
Mstep: Class 28 contains 20913 members 
Mstep: Class 29 contains 9791 members 
Mstep: Class 30 contains 22393 members 
Mstep: Class 31 contains 14847 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3869 members 
Mstep: Class 34 contains 51575 members 
Mstep: Class 35 contains 200249 members 
Mstep: Class 36 contains 2756 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8083 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 918 members 
Mstep: Class 41 contains 36608 members 
Mstep: Class 42 contains 1941 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6364 members 
Mstep: Class 46 contains 1427 members 
Mstep: Class 47 contains 8347 members 
Mstep: Class 48 contains 19957 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 7818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141360.000000 Penalty: 102001.945312
Iteration 331Q: 51 clusters Score -8.814136e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64501 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16272 members 
Mstep: Class 4 contains 20189 members 
Mstep: Class 5 contains 9165 members 
Mstep: Class 6 contains 1220 members 
Mstep: Class 7 contains 37780 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48386 members 
Mstep: Class 11 contains 39848 members 
Mstep: Class 12 contains 29496 members 
Mstep: Class 13 contains 13290 members 
Mstep: Class 14 contains 1650 members 
Mstep: Class 15 contains 12276 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2178 members 
Mstep: Class 19 contains 34498 members 
Mstep: Class 20 contains 10100 members 
Mstep: Class 21 contains 2604 members 
Mstep: Class 22 contains 7660 members 
Mstep: Class 23 contains 4839 members 
Mstep: Class 24 contains 4417 members 
Mstep: Class 25 contains 15472 members 
Mstep: Class 26 contains 16182 members 
Mstep: Class 27 contains 7493 members 
Mstep: Class 28 contains 20913 members 
Mstep: Class 29 contains 9791 members 
Mstep: Class 30 contains 22392 members 
Mstep: Class 31 contains 14848 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3869 members 
Mstep: Class 34 contains 51574 members 
Mstep: Class 35 contains 200252 members 
Mstep: Class 36 contains 2756 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8082 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 918 members 
Mstep: Class 41 contains 36611 members 
Mstep: Class 42 contains 1941 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6364 members 
Mstep: Class 46 contains 1427 members 
Mstep: Class 47 contains 8348 members 
Mstep: Class 48 contains 19958 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 7818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141376.000000 Penalty: 102001.945312
Iteration 332Q: 51 clusters Score -8.814138e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64504 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16271 members 
Mstep: Class 4 contains 20186 members 
Mstep: Class 5 contains 9166 members 
Mstep: Class 6 contains 1220 members 
Mstep: Class 7 contains 37780 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48385 members 
Mstep: Class 11 contains 39848 members 
Mstep: Class 12 contains 29491 members 
Mstep: Class 13 contains 13289 members 
Mstep: Class 14 contains 1651 members 
Mstep: Class 15 contains 12276 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2177 members 
Mstep: Class 19 contains 34501 members 
Mstep: Class 20 contains 10100 members 
Mstep: Class 21 contains 2604 members 
Mstep: Class 22 contains 7662 members 
Mstep: Class 23 contains 4842 members 
Mstep: Class 24 contains 4416 members 
Mstep: Class 25 contains 15472 members 
Mstep: Class 26 contains 16182 members 
Mstep: Class 27 contains 7494 members 
Mstep: Class 28 contains 20912 members 
Mstep: Class 29 contains 9790 members 
Mstep: Class 30 contains 22391 members 
Mstep: Class 31 contains 14848 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3869 members 
Mstep: Class 34 contains 51572 members 
Mstep: Class 35 contains 200253 members 
Mstep: Class 36 contains 2756 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8081 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 918 members 
Mstep: Class 41 contains 36612 members 
Mstep: Class 42 contains 1941 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6364 members 
Mstep: Class 46 contains 1427 members 
Mstep: Class 47 contains 8349 members 
Mstep: Class 48 contains 19959 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 7819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141376.000000 Penalty: 102001.945312
Iteration 333Q: 51 clusters Score -8.814138e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64506 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16271 members 
Mstep: Class 4 contains 20178 members 
Mstep: Class 5 contains 9168 members 
Mstep: Class 6 contains 1220 members 
Mstep: Class 7 contains 37779 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48385 members 
Mstep: Class 11 contains 39849 members 
Mstep: Class 12 contains 29489 members 
Mstep: Class 13 contains 13289 members 
Mstep: Class 14 contains 1652 members 
Mstep: Class 15 contains 12275 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2176 members 
Mstep: Class 19 contains 34504 members 
Mstep: Class 20 contains 10100 members 
Mstep: Class 21 contains 2604 members 
Mstep: Class 22 contains 7663 members 
Mstep: Class 23 contains 4844 members 
Mstep: Class 24 contains 4417 members 
Mstep: Class 25 contains 15472 members 
Mstep: Class 26 contains 16182 members 
Mstep: Class 27 contains 7494 members 
Mstep: Class 28 contains 20911 members 
Mstep: Class 29 contains 9790 members 
Mstep: Class 30 contains 22392 members 
Mstep: Class 31 contains 14848 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3869 members 
Mstep: Class 34 contains 51573 members 
Mstep: Class 35 contains 200247 members 
Mstep: Class 36 contains 2756 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8079 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 918 members 
Mstep: Class 41 contains 36613 members 
Mstep: Class 42 contains 1941 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6365 members 
Mstep: Class 46 contains 1427 members 
Mstep: Class 47 contains 8351 members 
Mstep: Class 48 contains 19960 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 7821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141360.000000 Penalty: 102001.945312
Iteration 334Q: 51 clusters Score -8.814136e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64507 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16263 members 
Mstep: Class 4 contains 20172 members 
Mstep: Class 5 contains 9171 members 
Mstep: Class 6 contains 1220 members 
Mstep: Class 7 contains 37778 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48385 members 
Mstep: Class 11 contains 39849 members 
Mstep: Class 12 contains 29484 members 
Mstep: Class 13 contains 13290 members 
Mstep: Class 14 contains 1651 members 
Mstep: Class 15 contains 12276 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2177 members 
Mstep: Class 19 contains 34504 members 
Mstep: Class 20 contains 10100 members 
Mstep: Class 21 contains 2604 members 
Mstep: Class 22 contains 7664 members 
Mstep: Class 23 contains 4846 members 
Mstep: Class 24 contains 4419 members 
Mstep: Class 25 contains 15472 members 
Mstep: Class 26 contains 16182 members 
Mstep: Class 27 contains 7494 members 
Mstep: Class 28 contains 20911 members 
Mstep: Class 29 contains 9793 members 
Mstep: Class 30 contains 22391 members 
Mstep: Class 31 contains 14848 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3869 members 
Mstep: Class 34 contains 51575 members 
Mstep: Class 35 contains 200247 members 
Mstep: Class 36 contains 2756 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8079 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 918 members 
Mstep: Class 41 contains 36615 members 
Mstep: Class 42 contains 1941 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6365 members 
Mstep: Class 46 contains 1427 members 
Mstep: Class 47 contains 8352 members 
Mstep: Class 48 contains 19960 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 7823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141400.000000 Penalty: 102001.945312
Iteration 335Q: 51 clusters Score -8.81414e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64506 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16263 members 
Mstep: Class 4 contains 20174 members 
Mstep: Class 5 contains 9174 members 
Mstep: Class 6 contains 1220 members 
Mstep: Class 7 contains 37778 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48381 members 
Mstep: Class 11 contains 39848 members 
Mstep: Class 12 contains 29483 members 
Mstep: Class 13 contains 13290 members 
Mstep: Class 14 contains 1652 members 
Mstep: Class 15 contains 12276 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2176 members 
Mstep: Class 19 contains 34505 members 
Mstep: Class 20 contains 10100 members 
Mstep: Class 21 contains 2605 members 
Mstep: Class 22 contains 7663 members 
Mstep: Class 23 contains 4845 members 
Mstep: Class 24 contains 4420 members 
Mstep: Class 25 contains 15472 members 
Mstep: Class 26 contains 16182 members 
Mstep: Class 27 contains 7494 members 
Mstep: Class 28 contains 20911 members 
Mstep: Class 29 contains 9793 members 
Mstep: Class 30 contains 22393 members 
Mstep: Class 31 contains 14848 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3869 members 
Mstep: Class 34 contains 51574 members 
Mstep: Class 35 contains 200246 members 
Mstep: Class 36 contains 2756 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8079 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 918 members 
Mstep: Class 41 contains 36615 members 
Mstep: Class 42 contains 1941 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6365 members 
Mstep: Class 46 contains 1427 members 
Mstep: Class 47 contains 8353 members 
Mstep: Class 48 contains 19960 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 7823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141352.000000 Penalty: 102001.945312
Iteration 336Q: 51 clusters Score -8.814135e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64503 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16262 members 
Mstep: Class 4 contains 20177 members 
Mstep: Class 5 contains 9175 members 
Mstep: Class 6 contains 1220 members 
Mstep: Class 7 contains 37776 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48380 members 
Mstep: Class 11 contains 39846 members 
Mstep: Class 12 contains 29484 members 
Mstep: Class 13 contains 13291 members 
Mstep: Class 14 contains 1654 members 
Mstep: Class 15 contains 12276 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2176 members 
Mstep: Class 19 contains 34505 members 
Mstep: Class 20 contains 10100 members 
Mstep: Class 21 contains 2604 members 
Mstep: Class 22 contains 7663 members 
Mstep: Class 23 contains 4845 members 
Mstep: Class 24 contains 4420 members 
Mstep: Class 25 contains 15472 members 
Mstep: Class 26 contains 16182 members 
Mstep: Class 27 contains 7495 members 
Mstep: Class 28 contains 20912 members 
Mstep: Class 29 contains 9793 members 
Mstep: Class 30 contains 22395 members 
Mstep: Class 31 contains 14848 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3869 members 
Mstep: Class 34 contains 51573 members 
Mstep: Class 35 contains 200244 members 
Mstep: Class 36 contains 2756 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8079 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 918 members 
Mstep: Class 41 contains 36615 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6365 members 
Mstep: Class 46 contains 1427 members 
Mstep: Class 47 contains 8353 members 
Mstep: Class 48 contains 19960 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 7823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141320.000000 Penalty: 102001.945312
Iteration 337Q: 51 clusters Score -8.814132e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64502 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16263 members 
Mstep: Class 4 contains 20175 members 
Mstep: Class 5 contains 9175 members 
Mstep: Class 6 contains 1220 members 
Mstep: Class 7 contains 37776 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48380 members 
Mstep: Class 11 contains 39845 members 
Mstep: Class 12 contains 29487 members 
Mstep: Class 13 contains 13292 members 
Mstep: Class 14 contains 1655 members 
Mstep: Class 15 contains 12276 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2176 members 
Mstep: Class 19 contains 34504 members 
Mstep: Class 20 contains 10100 members 
Mstep: Class 21 contains 2604 members 
Mstep: Class 22 contains 7663 members 
Mstep: Class 23 contains 4845 members 
Mstep: Class 24 contains 4420 members 
Mstep: Class 25 contains 15472 members 
Mstep: Class 26 contains 16182 members 
Mstep: Class 27 contains 7494 members 
Mstep: Class 28 contains 20912 members 
Mstep: Class 29 contains 9793 members 
Mstep: Class 30 contains 22394 members 
Mstep: Class 31 contains 14848 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3869 members 
Mstep: Class 34 contains 51573 members 
Mstep: Class 35 contains 200245 members 
Mstep: Class 36 contains 2754 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8079 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 918 members 
Mstep: Class 41 contains 36615 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6365 members 
Mstep: Class 46 contains 1427 members 
Mstep: Class 47 contains 8353 members 
Mstep: Class 48 contains 19960 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 7823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141288.000000 Penalty: 102001.945312
Iteration 338Q: 51 clusters Score -8.814129e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64502 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16263 members 
Mstep: Class 4 contains 20174 members 
Mstep: Class 5 contains 9175 members 
Mstep: Class 6 contains 1220 members 
Mstep: Class 7 contains 37776 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48379 members 
Mstep: Class 11 contains 39845 members 
Mstep: Class 12 contains 29490 members 
Mstep: Class 13 contains 13293 members 
Mstep: Class 14 contains 1655 members 
Mstep: Class 15 contains 12276 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2176 members 
Mstep: Class 19 contains 34504 members 
Mstep: Class 20 contains 10100 members 
Mstep: Class 21 contains 2604 members 
Mstep: Class 22 contains 7663 members 
Mstep: Class 23 contains 4845 members 
Mstep: Class 24 contains 4420 members 
Mstep: Class 25 contains 15472 members 
Mstep: Class 26 contains 16182 members 
Mstep: Class 27 contains 7494 members 
Mstep: Class 28 contains 20912 members 
Mstep: Class 29 contains 9793 members 
Mstep: Class 30 contains 22394 members 
Mstep: Class 31 contains 14848 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3869 members 
Mstep: Class 34 contains 51569 members 
Mstep: Class 35 contains 200245 members 
Mstep: Class 36 contains 2753 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8079 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 918 members 
Mstep: Class 41 contains 36615 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6365 members 
Mstep: Class 46 contains 1428 members 
Mstep: Class 47 contains 8355 members 
Mstep: Class 48 contains 19960 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 7823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141272.000000 Penalty: 102001.945312
Iteration 339Q: 51 clusters Score -8.814127e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64502 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16264 members 
Mstep: Class 4 contains 20174 members 
Mstep: Class 5 contains 9176 members 
Mstep: Class 6 contains 1220 members 
Mstep: Class 7 contains 37775 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48377 members 
Mstep: Class 11 contains 39845 members 
Mstep: Class 12 contains 29493 members 
Mstep: Class 13 contains 13293 members 
Mstep: Class 14 contains 1655 members 
Mstep: Class 15 contains 12275 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2176 members 
Mstep: Class 19 contains 34504 members 
Mstep: Class 20 contains 10100 members 
Mstep: Class 21 contains 2604 members 
Mstep: Class 22 contains 7664 members 
Mstep: Class 23 contains 4845 members 
Mstep: Class 24 contains 4420 members 
Mstep: Class 25 contains 15472 members 
Mstep: Class 26 contains 16182 members 
Mstep: Class 27 contains 7494 members 
Mstep: Class 28 contains 20912 members 
Mstep: Class 29 contains 9793 members 
Mstep: Class 30 contains 22394 members 
Mstep: Class 31 contains 14849 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3869 members 
Mstep: Class 34 contains 51565 members 
Mstep: Class 35 contains 200245 members 
Mstep: Class 36 contains 2753 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8079 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 918 members 
Mstep: Class 41 contains 36615 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6365 members 
Mstep: Class 46 contains 1428 members 
Mstep: Class 47 contains 8356 members 
Mstep: Class 48 contains 19960 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 7823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141344.000000 Penalty: 102001.945312
Iteration 340F: 51 clusters Score -8.814134e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64503 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16264 members 
Mstep: Class 4 contains 20174 members 
Mstep: Class 5 contains 9176 members 
Mstep: Class 6 contains 1220 members 
Mstep: Class 7 contains 37775 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48375 members 
Mstep: Class 11 contains 39846 members 
Mstep: Class 12 contains 29494 members 
Mstep: Class 13 contains 13293 members 
Mstep: Class 14 contains 1655 members 
Mstep: Class 15 contains 12275 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2176 members 
Mstep: Class 19 contains 34506 members 
Mstep: Class 20 contains 10100 members 
Mstep: Class 21 contains 2606 members 
Mstep: Class 22 contains 7663 members 
Mstep: Class 23 contains 4845 members 
Mstep: Class 24 contains 4420 members 
Mstep: Class 25 contains 15472 members 
Mstep: Class 26 contains 16182 members 
Mstep: Class 27 contains 7494 members 
Mstep: Class 28 contains 20912 members 
Mstep: Class 29 contains 9793 members 
Mstep: Class 30 contains 22394 members 
Mstep: Class 31 contains 14849 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3869 members 
Mstep: Class 34 contains 51561 members 
Mstep: Class 35 contains 200243 members 
Mstep: Class 36 contains 2753 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8079 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 918 members 
Mstep: Class 41 contains 36615 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6366 members 
Mstep: Class 46 contains 1428 members 
Mstep: Class 47 contains 8357 members 
Mstep: Class 48 contains 19960 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 7823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141280.000000 Penalty: 102001.945312
Iteration 341Q: 51 clusters Score -8.814128e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64502 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16264 members 
Mstep: Class 4 contains 20175 members 
Mstep: Class 5 contains 9177 members 
Mstep: Class 6 contains 1220 members 
Mstep: Class 7 contains 37775 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48374 members 
Mstep: Class 11 contains 39846 members 
Mstep: Class 12 contains 29494 members 
Mstep: Class 13 contains 13293 members 
Mstep: Class 14 contains 1655 members 
Mstep: Class 15 contains 12275 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2176 members 
Mstep: Class 19 contains 34506 members 
Mstep: Class 20 contains 10100 members 
Mstep: Class 21 contains 2606 members 
Mstep: Class 22 contains 7663 members 
Mstep: Class 23 contains 4845 members 
Mstep: Class 24 contains 4420 members 
Mstep: Class 25 contains 15472 members 
Mstep: Class 26 contains 16182 members 
Mstep: Class 27 contains 7494 members 
Mstep: Class 28 contains 20912 members 
Mstep: Class 29 contains 9793 members 
Mstep: Class 30 contains 22394 members 
Mstep: Class 31 contains 14849 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3869 members 
Mstep: Class 34 contains 51559 members 
Mstep: Class 35 contains 200244 members 
Mstep: Class 36 contains 2753 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8079 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 918 members 
Mstep: Class 41 contains 36616 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6366 members 
Mstep: Class 46 contains 1428 members 
Mstep: Class 47 contains 8357 members 
Mstep: Class 48 contains 19960 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 7823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141272.000000 Penalty: 102001.945312
Iteration 342Q: 51 clusters Score -8.814127e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64500 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16264 members 
Mstep: Class 4 contains 20177 members 
Mstep: Class 5 contains 9178 members 
Mstep: Class 6 contains 1220 members 
Mstep: Class 7 contains 37775 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48373 members 
Mstep: Class 11 contains 39846 members 
Mstep: Class 12 contains 29494 members 
Mstep: Class 13 contains 13293 members 
Mstep: Class 14 contains 1655 members 
Mstep: Class 15 contains 12275 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2176 members 
Mstep: Class 19 contains 34506 members 
Mstep: Class 20 contains 10099 members 
Mstep: Class 21 contains 2606 members 
Mstep: Class 22 contains 7663 members 
Mstep: Class 23 contains 4845 members 
Mstep: Class 24 contains 4420 members 
Mstep: Class 25 contains 15472 members 
Mstep: Class 26 contains 16182 members 
Mstep: Class 27 contains 7494 members 
Mstep: Class 28 contains 20912 members 
Mstep: Class 29 contains 9793 members 
Mstep: Class 30 contains 22394 members 
Mstep: Class 31 contains 14849 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3869 members 
Mstep: Class 34 contains 51557 members 
Mstep: Class 35 contains 200246 members 
Mstep: Class 36 contains 2753 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8079 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 918 members 
Mstep: Class 41 contains 36617 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6366 members 
Mstep: Class 46 contains 1428 members 
Mstep: Class 47 contains 8357 members 
Mstep: Class 48 contains 19960 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 7823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141288.000000 Penalty: 102001.945312
Iteration 343Q: 51 clusters Score -8.814129e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64500 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16264 members 
Mstep: Class 4 contains 20177 members 
Mstep: Class 5 contains 9176 members 
Mstep: Class 6 contains 1220 members 
Mstep: Class 7 contains 37775 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48373 members 
Mstep: Class 11 contains 39846 members 
Mstep: Class 12 contains 29495 members 
Mstep: Class 13 contains 13293 members 
Mstep: Class 14 contains 1655 members 
Mstep: Class 15 contains 12275 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2176 members 
Mstep: Class 19 contains 34506 members 
Mstep: Class 20 contains 10100 members 
Mstep: Class 21 contains 2606 members 
Mstep: Class 22 contains 7663 members 
Mstep: Class 23 contains 4845 members 
Mstep: Class 24 contains 4420 members 
Mstep: Class 25 contains 15472 members 
Mstep: Class 26 contains 16182 members 
Mstep: Class 27 contains 7494 members 
Mstep: Class 28 contains 20912 members 
Mstep: Class 29 contains 9793 members 
Mstep: Class 30 contains 22394 members 
Mstep: Class 31 contains 14849 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3869 members 
Mstep: Class 34 contains 51557 members 
Mstep: Class 35 contains 200246 members 
Mstep: Class 36 contains 2753 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8079 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 918 members 
Mstep: Class 41 contains 36617 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6366 members 
Mstep: Class 46 contains 1428 members 
Mstep: Class 47 contains 8357 members 
Mstep: Class 48 contains 19960 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 7823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141296.000000 Penalty: 102001.945312
Iteration 344Q: 51 clusters Score -8.81413e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64500 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16264 members 
Mstep: Class 4 contains 20177 members 
Mstep: Class 5 contains 9179 members 
Mstep: Class 6 contains 1220 members 
Mstep: Class 7 contains 37775 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48371 members 
Mstep: Class 11 contains 39846 members 
Mstep: Class 12 contains 29493 members 
Mstep: Class 13 contains 13293 members 
Mstep: Class 14 contains 1655 members 
Mstep: Class 15 contains 12275 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2176 members 
Mstep: Class 19 contains 34506 members 
Mstep: Class 20 contains 10101 members 
Mstep: Class 21 contains 2606 members 
Mstep: Class 22 contains 7663 members 
Mstep: Class 23 contains 4845 members 
Mstep: Class 24 contains 4420 members 
Mstep: Class 25 contains 15472 members 
Mstep: Class 26 contains 16182 members 
Mstep: Class 27 contains 7494 members 
Mstep: Class 28 contains 20912 members 
Mstep: Class 29 contains 9793 members 
Mstep: Class 30 contains 22394 members 
Mstep: Class 31 contains 14849 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3869 members 
Mstep: Class 34 contains 51557 members 
Mstep: Class 35 contains 200246 members 
Mstep: Class 36 contains 2753 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8079 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 918 members 
Mstep: Class 41 contains 36617 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6366 members 
Mstep: Class 46 contains 1428 members 
Mstep: Class 47 contains 8357 members 
Mstep: Class 48 contains 19960 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 7823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141272.000000 Penalty: 102001.945312
Iteration 345Q: 51 clusters Score -8.814127e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64500 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16264 members 
Mstep: Class 4 contains 20177 members 
Mstep: Class 5 contains 9181 members 
Mstep: Class 6 contains 1220 members 
Mstep: Class 7 contains 37775 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48371 members 
Mstep: Class 11 contains 39846 members 
Mstep: Class 12 contains 29491 members 
Mstep: Class 13 contains 13293 members 
Mstep: Class 14 contains 1655 members 
Mstep: Class 15 contains 12275 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2176 members 
Mstep: Class 19 contains 34506 members 
Mstep: Class 20 contains 10102 members 
Mstep: Class 21 contains 2606 members 
Mstep: Class 22 contains 7663 members 
Mstep: Class 23 contains 4845 members 
Mstep: Class 24 contains 4420 members 
Mstep: Class 25 contains 15472 members 
Mstep: Class 26 contains 16182 members 
Mstep: Class 27 contains 7494 members 
Mstep: Class 28 contains 20912 members 
Mstep: Class 29 contains 9793 members 
Mstep: Class 30 contains 22394 members 
Mstep: Class 31 contains 14849 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3869 members 
Mstep: Class 34 contains 51557 members 
Mstep: Class 35 contains 200245 members 
Mstep: Class 36 contains 2753 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8079 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 918 members 
Mstep: Class 41 contains 36617 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6366 members 
Mstep: Class 46 contains 1428 members 
Mstep: Class 47 contains 8357 members 
Mstep: Class 48 contains 19960 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 7823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141272.000000 Penalty: 102001.945312
Iteration 346Q: 51 clusters Score -8.814127e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64500 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16264 members 
Mstep: Class 4 contains 20178 members 
Mstep: Class 5 contains 9183 members 
Mstep: Class 6 contains 1220 members 
Mstep: Class 7 contains 37775 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48371 members 
Mstep: Class 11 contains 39846 members 
Mstep: Class 12 contains 29490 members 
Mstep: Class 13 contains 13293 members 
Mstep: Class 14 contains 1655 members 
Mstep: Class 15 contains 12275 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2176 members 
Mstep: Class 19 contains 34506 members 
Mstep: Class 20 contains 10102 members 
Mstep: Class 21 contains 2606 members 
Mstep: Class 22 contains 7663 members 
Mstep: Class 23 contains 4845 members 
Mstep: Class 24 contains 4420 members 
Mstep: Class 25 contains 15472 members 
Mstep: Class 26 contains 16182 members 
Mstep: Class 27 contains 7494 members 
Mstep: Class 28 contains 20912 members 
Mstep: Class 29 contains 9793 members 
Mstep: Class 30 contains 22394 members 
Mstep: Class 31 contains 14849 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3869 members 
Mstep: Class 34 contains 51557 members 
Mstep: Class 35 contains 200243 members 
Mstep: Class 36 contains 2753 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8079 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 918 members 
Mstep: Class 41 contains 36617 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6366 members 
Mstep: Class 46 contains 1428 members 
Mstep: Class 47 contains 8357 members 
Mstep: Class 48 contains 19960 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 7823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141288.000000 Penalty: 102001.945312
Iteration 347Q: 51 clusters Score -8.814129e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64500 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16264 members 
Mstep: Class 4 contains 20178 members 
Mstep: Class 5 contains 9187 members 
Mstep: Class 6 contains 1220 members 
Mstep: Class 7 contains 37775 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48371 members 
Mstep: Class 11 contains 39846 members 
Mstep: Class 12 contains 29487 members 
Mstep: Class 13 contains 13293 members 
Mstep: Class 14 contains 1655 members 
Mstep: Class 15 contains 12275 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2176 members 
Mstep: Class 19 contains 34506 members 
Mstep: Class 20 contains 10102 members 
Mstep: Class 21 contains 2607 members 
Mstep: Class 22 contains 7663 members 
Mstep: Class 23 contains 4845 members 
Mstep: Class 24 contains 4420 members 
Mstep: Class 25 contains 15472 members 
Mstep: Class 26 contains 16182 members 
Mstep: Class 27 contains 7494 members 
Mstep: Class 28 contains 20912 members 
Mstep: Class 29 contains 9793 members 
Mstep: Class 30 contains 22394 members 
Mstep: Class 31 contains 14849 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3869 members 
Mstep: Class 34 contains 51557 members 
Mstep: Class 35 contains 200241 members 
Mstep: Class 36 contains 2753 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8079 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 918 members 
Mstep: Class 41 contains 36617 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6366 members 
Mstep: Class 46 contains 1428 members 
Mstep: Class 47 contains 8357 members 
Mstep: Class 48 contains 19960 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 7823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141264.000000 Penalty: 102001.945312
Iteration 348Q: 51 clusters Score -8.814126e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64500 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16263 members 
Mstep: Class 4 contains 20178 members 
Mstep: Class 5 contains 9189 members 
Mstep: Class 6 contains 1220 members 
Mstep: Class 7 contains 37775 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48371 members 
Mstep: Class 11 contains 39846 members 
Mstep: Class 12 contains 29484 members 
Mstep: Class 13 contains 13294 members 
Mstep: Class 14 contains 1655 members 
Mstep: Class 15 contains 12275 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2176 members 
Mstep: Class 19 contains 34506 members 
Mstep: Class 20 contains 10102 members 
Mstep: Class 21 contains 2607 members 
Mstep: Class 22 contains 7663 members 
Mstep: Class 23 contains 4845 members 
Mstep: Class 24 contains 4420 members 
Mstep: Class 25 contains 15472 members 
Mstep: Class 26 contains 16182 members 
Mstep: Class 27 contains 7494 members 
Mstep: Class 28 contains 20912 members 
Mstep: Class 29 contains 9793 members 
Mstep: Class 30 contains 22394 members 
Mstep: Class 31 contains 14849 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3869 members 
Mstep: Class 34 contains 51557 members 
Mstep: Class 35 contains 200242 members 
Mstep: Class 36 contains 2753 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8079 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 918 members 
Mstep: Class 41 contains 36617 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6366 members 
Mstep: Class 46 contains 1428 members 
Mstep: Class 47 contains 8357 members 
Mstep: Class 48 contains 19960 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 7823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141248.000000 Penalty: 102001.945312
Iteration 349Q: 51 clusters Score -8.814125e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64500 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16263 members 
Mstep: Class 4 contains 20178 members 
Mstep: Class 5 contains 9190 members 
Mstep: Class 6 contains 1220 members 
Mstep: Class 7 contains 37775 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48370 members 
Mstep: Class 11 contains 39846 members 
Mstep: Class 12 contains 29483 members 
Mstep: Class 13 contains 13294 members 
Mstep: Class 14 contains 1655 members 
Mstep: Class 15 contains 12275 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2176 members 
Mstep: Class 19 contains 34506 members 
Mstep: Class 20 contains 10102 members 
Mstep: Class 21 contains 2607 members 
Mstep: Class 22 contains 7663 members 
Mstep: Class 23 contains 4845 members 
Mstep: Class 24 contains 4420 members 
Mstep: Class 25 contains 15472 members 
Mstep: Class 26 contains 16182 members 
Mstep: Class 27 contains 7494 members 
Mstep: Class 28 contains 20912 members 
Mstep: Class 29 contains 9793 members 
Mstep: Class 30 contains 22395 members 
Mstep: Class 31 contains 14849 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3869 members 
Mstep: Class 34 contains 51557 members 
Mstep: Class 35 contains 200242 members 
Mstep: Class 36 contains 2753 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8079 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 918 members 
Mstep: Class 41 contains 36617 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6366 members 
Mstep: Class 46 contains 1428 members 
Mstep: Class 47 contains 8357 members 
Mstep: Class 48 contains 19960 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 7823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141280.000000 Penalty: 102001.945312
Iteration 350Q: 51 clusters Score -8.814128e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64500 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16264 members 
Mstep: Class 4 contains 20178 members 
Mstep: Class 5 contains 9192 members 
Mstep: Class 6 contains 1220 members 
Mstep: Class 7 contains 37775 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48369 members 
Mstep: Class 11 contains 39846 members 
Mstep: Class 12 contains 29484 members 
Mstep: Class 13 contains 13294 members 
Mstep: Class 14 contains 1655 members 
Mstep: Class 15 contains 12275 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2176 members 
Mstep: Class 19 contains 34507 members 
Mstep: Class 20 contains 10101 members 
Mstep: Class 21 contains 2607 members 
Mstep: Class 22 contains 7663 members 
Mstep: Class 23 contains 4844 members 
Mstep: Class 24 contains 4420 members 
Mstep: Class 25 contains 15472 members 
Mstep: Class 26 contains 16182 members 
Mstep: Class 27 contains 7494 members 
Mstep: Class 28 contains 20912 members 
Mstep: Class 29 contains 9793 members 
Mstep: Class 30 contains 22394 members 
Mstep: Class 31 contains 14849 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3869 members 
Mstep: Class 34 contains 51557 members 
Mstep: Class 35 contains 200241 members 
Mstep: Class 36 contains 2753 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8079 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 918 members 
Mstep: Class 41 contains 36617 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6366 members 
Mstep: Class 46 contains 1428 members 
Mstep: Class 47 contains 8357 members 
Mstep: Class 48 contains 19960 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 7823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141248.000000 Penalty: 102001.945312
Iteration 351Q: 51 clusters Score -8.814125e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64500 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16265 members 
Mstep: Class 4 contains 20178 members 
Mstep: Class 5 contains 9194 members 
Mstep: Class 6 contains 1220 members 
Mstep: Class 7 contains 37775 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48368 members 
Mstep: Class 11 contains 39846 members 
Mstep: Class 12 contains 29483 members 
Mstep: Class 13 contains 13294 members 
Mstep: Class 14 contains 1655 members 
Mstep: Class 15 contains 12275 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2176 members 
Mstep: Class 19 contains 34507 members 
Mstep: Class 20 contains 10101 members 
Mstep: Class 21 contains 2607 members 
Mstep: Class 22 contains 7663 members 
Mstep: Class 23 contains 4844 members 
Mstep: Class 24 contains 4420 members 
Mstep: Class 25 contains 15472 members 
Mstep: Class 26 contains 16182 members 
Mstep: Class 27 contains 7494 members 
Mstep: Class 28 contains 20912 members 
Mstep: Class 29 contains 9793 members 
Mstep: Class 30 contains 22394 members 
Mstep: Class 31 contains 14849 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3869 members 
Mstep: Class 34 contains 51557 members 
Mstep: Class 35 contains 200240 members 
Mstep: Class 36 contains 2753 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8079 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 918 members 
Mstep: Class 41 contains 36617 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6366 members 
Mstep: Class 46 contains 1428 members 
Mstep: Class 47 contains 8357 members 
Mstep: Class 48 contains 19960 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 7823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141240.000000 Penalty: 102001.945312
Iteration 352Q: 51 clusters Score -8.814124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64500 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16265 members 
Mstep: Class 4 contains 20178 members 
Mstep: Class 5 contains 9195 members 
Mstep: Class 6 contains 1220 members 
Mstep: Class 7 contains 37775 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48367 members 
Mstep: Class 11 contains 39846 members 
Mstep: Class 12 contains 29483 members 
Mstep: Class 13 contains 13294 members 
Mstep: Class 14 contains 1655 members 
Mstep: Class 15 contains 12275 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2176 members 
Mstep: Class 19 contains 34507 members 
Mstep: Class 20 contains 10101 members 
Mstep: Class 21 contains 2607 members 
Mstep: Class 22 contains 7663 members 
Mstep: Class 23 contains 4844 members 
Mstep: Class 24 contains 4420 members 
Mstep: Class 25 contains 15472 members 
Mstep: Class 26 contains 16182 members 
Mstep: Class 27 contains 7494 members 
Mstep: Class 28 contains 20912 members 
Mstep: Class 29 contains 9793 members 
Mstep: Class 30 contains 22394 members 
Mstep: Class 31 contains 14849 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3869 members 
Mstep: Class 34 contains 51557 members 
Mstep: Class 35 contains 200239 members 
Mstep: Class 36 contains 2753 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8079 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 918 members 
Mstep: Class 41 contains 36617 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6367 members 
Mstep: Class 46 contains 1428 members 
Mstep: Class 47 contains 8357 members 
Mstep: Class 48 contains 19960 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 7823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141224.000000 Penalty: 102001.945312
Iteration 353Q: 51 clusters Score -8.814122e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64500 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16265 members 
Mstep: Class 4 contains 20178 members 
Mstep: Class 5 contains 9195 members 
Mstep: Class 6 contains 1220 members 
Mstep: Class 7 contains 37775 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48367 members 
Mstep: Class 11 contains 39846 members 
Mstep: Class 12 contains 29484 members 
Mstep: Class 13 contains 13294 members 
Mstep: Class 14 contains 1655 members 
Mstep: Class 15 contains 12275 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2176 members 
Mstep: Class 19 contains 34507 members 
Mstep: Class 20 contains 10102 members 
Mstep: Class 21 contains 2607 members 
Mstep: Class 22 contains 7663 members 
Mstep: Class 23 contains 4844 members 
Mstep: Class 24 contains 4420 members 
Mstep: Class 25 contains 15472 members 
Mstep: Class 26 contains 16182 members 
Mstep: Class 27 contains 7494 members 
Mstep: Class 28 contains 20912 members 
Mstep: Class 29 contains 9793 members 
Mstep: Class 30 contains 22394 members 
Mstep: Class 31 contains 14849 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3869 members 
Mstep: Class 34 contains 51557 members 
Mstep: Class 35 contains 200237 members 
Mstep: Class 36 contains 2753 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8079 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 918 members 
Mstep: Class 41 contains 36617 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6367 members 
Mstep: Class 46 contains 1428 members 
Mstep: Class 47 contains 8357 members 
Mstep: Class 48 contains 19960 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 7823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141216.000000 Penalty: 102001.945312
Iteration 354Q: 51 clusters Score -8.814122e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64500 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16265 members 
Mstep: Class 4 contains 20178 members 
Mstep: Class 5 contains 9194 members 
Mstep: Class 6 contains 1220 members 
Mstep: Class 7 contains 37775 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48368 members 
Mstep: Class 11 contains 39846 members 
Mstep: Class 12 contains 29484 members 
Mstep: Class 13 contains 13294 members 
Mstep: Class 14 contains 1655 members 
Mstep: Class 15 contains 12275 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2176 members 
Mstep: Class 19 contains 34507 members 
Mstep: Class 20 contains 10103 members 
Mstep: Class 21 contains 2607 members 
Mstep: Class 22 contains 7663 members 
Mstep: Class 23 contains 4844 members 
Mstep: Class 24 contains 4420 members 
Mstep: Class 25 contains 15472 members 
Mstep: Class 26 contains 16182 members 
Mstep: Class 27 contains 7494 members 
Mstep: Class 28 contains 20912 members 
Mstep: Class 29 contains 9793 members 
Mstep: Class 30 contains 22394 members 
Mstep: Class 31 contains 14849 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3869 members 
Mstep: Class 34 contains 51557 members 
Mstep: Class 35 contains 200236 members 
Mstep: Class 36 contains 2753 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8079 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 918 members 
Mstep: Class 41 contains 36617 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6367 members 
Mstep: Class 46 contains 1428 members 
Mstep: Class 47 contains 8357 members 
Mstep: Class 48 contains 19960 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 7823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141216.000000 Penalty: 102001.945312
Iteration 355Q: 51 clusters Score -8.814122e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64500 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16265 members 
Mstep: Class 4 contains 20178 members 
Mstep: Class 5 contains 9196 members 
Mstep: Class 6 contains 1220 members 
Mstep: Class 7 contains 37775 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48369 members 
Mstep: Class 11 contains 39846 members 
Mstep: Class 12 contains 29483 members 
Mstep: Class 13 contains 13294 members 
Mstep: Class 14 contains 1655 members 
Mstep: Class 15 contains 12275 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2176 members 
Mstep: Class 19 contains 34507 members 
Mstep: Class 20 contains 10103 members 
Mstep: Class 21 contains 2607 members 
Mstep: Class 22 contains 7663 members 
Mstep: Class 23 contains 4844 members 
Mstep: Class 24 contains 4420 members 
Mstep: Class 25 contains 15472 members 
Mstep: Class 26 contains 16182 members 
Mstep: Class 27 contains 7494 members 
Mstep: Class 28 contains 20912 members 
Mstep: Class 29 contains 9793 members 
Mstep: Class 30 contains 22394 members 
Mstep: Class 31 contains 14849 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3869 members 
Mstep: Class 34 contains 51557 members 
Mstep: Class 35 contains 200234 members 
Mstep: Class 36 contains 2753 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8079 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 918 members 
Mstep: Class 41 contains 36617 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6367 members 
Mstep: Class 46 contains 1428 members 
Mstep: Class 47 contains 8357 members 
Mstep: Class 48 contains 19960 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 7823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141224.000000 Penalty: 102001.945312
Iteration 356Q: 51 clusters Score -8.814122e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64500 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16265 members 
Mstep: Class 4 contains 20178 members 
Mstep: Class 5 contains 9196 members 
Mstep: Class 6 contains 1220 members 
Mstep: Class 7 contains 37775 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48369 members 
Mstep: Class 11 contains 39846 members 
Mstep: Class 12 contains 29483 members 
Mstep: Class 13 contains 13294 members 
Mstep: Class 14 contains 1655 members 
Mstep: Class 15 contains 12275 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2176 members 
Mstep: Class 19 contains 34507 members 
Mstep: Class 20 contains 10103 members 
Mstep: Class 21 contains 2607 members 
Mstep: Class 22 contains 7663 members 
Mstep: Class 23 contains 4844 members 
Mstep: Class 24 contains 4420 members 
Mstep: Class 25 contains 15472 members 
Mstep: Class 26 contains 16182 members 
Mstep: Class 27 contains 7494 members 
Mstep: Class 28 contains 20912 members 
Mstep: Class 29 contains 9793 members 
Mstep: Class 30 contains 22394 members 
Mstep: Class 31 contains 14849 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3869 members 
Mstep: Class 34 contains 51557 members 
Mstep: Class 35 contains 200234 members 
Mstep: Class 36 contains 2753 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8079 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 918 members 
Mstep: Class 41 contains 36617 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6367 members 
Mstep: Class 46 contains 1428 members 
Mstep: Class 47 contains 8357 members 
Mstep: Class 48 contains 19960 members 
Mstep: Class 49 contains 4470 members 
Mstep: Class 50 contains 7823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141224.000000 Penalty: 102001.945312
Iteration 357F: 51 clusters Score -8.814122e+07 nChanged 0
Entering ConstructFrom: 
Score: -88141224.000000 Penalty: 102001.945312
Entering ConstructFrom: 
Trying to split cluster 1 (64500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64500 members 
Entering Unmasked Estep 
Score: -6640672.500000 Penalty: 1647.873901
	Iteration 0F: 2 clusters Score -6640672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32229 members 
Mstep: Class 2 contains 32271 members 
Entering Unmasked Estep 
Score: -6598642.500000 Penalty: 3295.747803
	Iteration 0F: 3 clusters Score -6598642 nChanged 30029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32526 members 
Mstep: Class 2 contains 31974 members 
Entering Unmasked Estep 
Score: -6615715.000000 Penalty: 3295.747803
	Iteration 1F: 3 clusters Score -6615715 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32851 members 
Mstep: Class 2 contains 31649 members 
Entering Unmasked Estep 
Score: -6616766.000000 Penalty: 3295.747803
	Iteration 2Q: 3 clusters Score -6616766 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33429 members 
Mstep: Class 2 contains 31071 members 
Entering Unmasked Estep 
Score: -6618169.000000 Penalty: 3295.747803
	Iteration 3Q: 3 clusters Score -6618169 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34315 members 
Mstep: Class 2 contains 30185 members 
Entering Unmasked Estep 
Score: -6619911.000000 Penalty: 3295.747803
	Iteration 4F: 3 clusters Score -6619911 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35514 members 
Mstep: Class 2 contains 28986 members 
Entering Unmasked Estep 
Score: -6621904.500000 Penalty: 3295.747803
	Iteration 5F: 3 clusters Score -6621904 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36968 members 
Mstep: Class 2 contains 27532 members 
Entering Unmasked Estep 
Score: -6624237.500000 Penalty: 3295.747803
	Iteration 6F: 3 clusters Score -6624238 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38320 members 
Mstep: Class 2 contains 26180 members 
Entering Unmasked Estep 
Score: -6626638.000000 Penalty: 3295.747803
	Iteration 7F: 3 clusters Score -6626638 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39470 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -6629002.500000 Penalty: 3295.747803
	Iteration 8F: 3 clusters Score -6629002 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40411 members 
Mstep: Class 2 contains 24089 members 
Entering Unmasked Estep 
Score: -6631163.000000 Penalty: 3295.747803
	Iteration 9F: 3 clusters Score -6631163 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41015 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -6632714.000000 Penalty: 3295.747803
	Iteration 10Q: 3 clusters Score -6632714 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41518 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -6633599.000000 Penalty: 3295.747803
	Iteration 11Q: 3 clusters Score -6633599 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41935 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -6634060.000000 Penalty: 3295.747803
	Iteration 12Q: 3 clusters Score -6634060 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42344 members 
Mstep: Class 2 contains 22156 members 
Entering Unmasked Estep 
Score: -6634370.500000 Penalty: 3295.747803
	Iteration 13Q: 3 clusters Score -6634370 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42723 members 
Mstep: Class 2 contains 21777 members 
Entering Unmasked Estep 
Score: -6634622.000000 Penalty: 3295.747803
	Iteration 14Q: 3 clusters Score -6634622 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43110 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
Score: -6634834.000000 Penalty: 3295.747803
	Iteration 15Q: 3 clusters Score -6634834 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43499 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -6635064.500000 Penalty: 3295.747803
	Iteration 16Q: 3 clusters Score -6635064 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43930 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -6635393.500000 Penalty: 3295.747803
	Iteration 17Q: 3 clusters Score -6635394 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44359 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -6635670.000000 Penalty: 3295.747803
	Iteration 18Q: 3 clusters Score -6635670 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44805 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -6635985.500000 Penalty: 3295.747803
	Iteration 19Q: 3 clusters Score -6635986 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45215 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -6636268.000000 Penalty: 3295.747803
	Iteration 20F: 3 clusters Score -6636268 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45545 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -6636555.000000 Penalty: 3295.747803
	Iteration 21Q: 3 clusters Score -6636555 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45857 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -6636852.500000 Penalty: 3295.747803
	Iteration 22Q: 3 clusters Score -6636852 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46123 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -6637139.000000 Penalty: 3295.747803
	Iteration 23Q: 3 clusters Score -6637139 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46348 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -6637426.500000 Penalty: 3295.747803
	Iteration 24Q: 3 clusters Score -6637426 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46537 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -6637657.500000 Penalty: 3295.747803
	Iteration 25Q: 3 clusters Score -6637658 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46694 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -6637791.000000 Penalty: 3295.747803
	Iteration 26Q: 3 clusters Score -6637791 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46840 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -6637923.500000 Penalty: 3295.747803
	Iteration 27Q: 3 clusters Score -6637924 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46954 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -6638029.500000 Penalty: 3295.747803
	Iteration 28Q: 3 clusters Score -6638030 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47057 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -6638067.500000 Penalty: 3295.747803
	Iteration 29Q: 3 clusters Score -6638068 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47133 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -6638118.500000 Penalty: 3295.747803
	Iteration 30Q: 3 clusters Score -6638118 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47200 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -6638161.500000 Penalty: 3295.747803
	Iteration 31Q: 3 clusters Score -6638162 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47269 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -6638201.000000 Penalty: 3295.747803
	Iteration 32Q: 3 clusters Score -6638201 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47335 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -6638214.500000 Penalty: 3295.747803
	Iteration 33Q: 3 clusters Score -6638214 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47388 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -6638247.500000 Penalty: 3295.747803
	Iteration 34Q: 3 clusters Score -6638248 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47429 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -6638236.000000 Penalty: 3295.747803
	Iteration 35Q: 3 clusters Score -6638236 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47456 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -6638245.000000 Penalty: 3295.747803
	Iteration 36Q: 3 clusters Score -6638245 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47481 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -6638255.500000 Penalty: 3295.747803
	Iteration 37Q: 3 clusters Score -6638256 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47488 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -6638261.500000 Penalty: 3295.747803
	Iteration 38Q: 3 clusters Score -6638262 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47490 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -6638267.500000 Penalty: 3295.747803
	Iteration 39Q: 3 clusters Score -6638268 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47492 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -6638266.500000 Penalty: 3295.747803
	Iteration 40F: 3 clusters Score -6638266 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47502 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -6638271.000000 Penalty: 3295.747803
	Iteration 41Q: 3 clusters Score -6638271 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47510 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -6638269.000000 Penalty: 3295.747803
	Iteration 42Q: 3 clusters Score -6638269 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47519 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -6638270.000000 Penalty: 3295.747803
	Iteration 43Q: 3 clusters Score -6638270 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47524 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -6638269.500000 Penalty: 3295.747803
	Iteration 44Q: 3 clusters Score -6638270 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47540 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -6638274.000000 Penalty: 3295.747803
	Iteration 45Q: 3 clusters Score -6638274 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47546 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -6638277.000000 Penalty: 3295.747803
	Iteration 46Q: 3 clusters Score -6638277 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47549 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -6638290.000000 Penalty: 3295.747803
	Iteration 47Q: 3 clusters Score -6638290 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47562 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -6638303.500000 Penalty: 3295.747803
	Iteration 48Q: 3 clusters Score -6638304 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47579 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -6638291.500000 Penalty: 3295.747803
	Iteration 49Q: 3 clusters Score -6638292 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47603 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -6638295.500000 Penalty: 3295.747803
	Iteration 50Q: 3 clusters Score -6638296 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47620 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -6638303.000000 Penalty: 3295.747803
	Iteration 51Q: 3 clusters Score -6638303 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47637 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -6638293.500000 Penalty: 3295.747803
	Iteration 52Q: 3 clusters Score -6638294 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47645 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -6638288.000000 Penalty: 3295.747803
	Iteration 53Q: 3 clusters Score -6638288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47652 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -6638288.000000 Penalty: 3295.747803
	Iteration 54Q: 3 clusters Score -6638288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47657 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -6638285.000000 Penalty: 3295.747803
	Iteration 55Q: 3 clusters Score -6638285 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47662 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -6638288.500000 Penalty: 3295.747803
	Iteration 56Q: 3 clusters Score -6638288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47668 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -6638290.000000 Penalty: 3295.747803
	Iteration 57Q: 3 clusters Score -6638290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47676 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -6638293.000000 Penalty: 3295.747803
	Iteration 58Q: 3 clusters Score -6638293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47682 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -6638290.500000 Penalty: 3295.747803
	Iteration 59Q: 3 clusters Score -6638290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47685 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -6638280.500000 Penalty: 3295.747803
	Iteration 60F: 3 clusters Score -6638280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47688 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -6638283.000000 Penalty: 3295.747803
	Iteration 61Q: 3 clusters Score -6638283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47689 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -6638279.000000 Penalty: 3295.747803
	Iteration 62Q: 3 clusters Score -6638279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47690 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -6638280.500000 Penalty: 3295.747803
	Iteration 63Q: 3 clusters Score -6638280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47690 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -6638280.500000 Penalty: 3295.747803
	Iteration 64F: 3 clusters Score -6638280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Entering Unmasked Estep 
Score: -1084878.375000 Penalty: 1375.473755
	Iteration 0F: 2 clusters Score -1084878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1077937.125000 Penalty: 2750.947510
	Iteration 0F: 3 clusters Score -1077937 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1080228.000000 Penalty: 2750.947510
	Iteration 1F: 3 clusters Score -1080228 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1080519.000000 Penalty: 2750.947510
	Iteration 2F: 3 clusters Score -1080519 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1080698.375000 Penalty: 2750.947510
	Iteration 3Q: 3 clusters Score -1080698 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1080826.500000 Penalty: 2750.947510
	Iteration 4Q: 3 clusters Score -1080826 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1080929.250000 Penalty: 2750.947510
	Iteration 5Q: 3 clusters Score -1080929 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1081012.125000 Penalty: 2750.947510
	Iteration 6Q: 3 clusters Score -1081012 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1081084.125000 Penalty: 2750.947510
	Iteration 7Q: 3 clusters Score -1081084 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1081144.625000 Penalty: 2750.947510
	Iteration 8Q: 3 clusters Score -1081145 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1081189.500000 Penalty: 2750.947510
	Iteration 9Q: 3 clusters Score -1081190 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1081245.250000 Penalty: 2750.947510
	Iteration 10Q: 3 clusters Score -1081245 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1081295.250000 Penalty: 2750.947510
	Iteration 11Q: 3 clusters Score -1081295 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1081335.625000 Penalty: 2750.947510
	Iteration 12Q: 3 clusters Score -1081336 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1081385.625000 Penalty: 2750.947510
	Iteration 13Q: 3 clusters Score -1081386 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1081435.500000 Penalty: 2750.947510
	Iteration 14Q: 3 clusters Score -1081436 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1081482.125000 Penalty: 2750.947510
	Iteration 15Q: 3 clusters Score -1081482 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1081520.750000 Penalty: 2750.947510
	Iteration 16Q: 3 clusters Score -1081521 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1081567.750000 Penalty: 2750.947510
	Iteration 17Q: 3 clusters Score -1081568 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1081614.250000 Penalty: 2750.947510
	Iteration 18Q: 3 clusters Score -1081614 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1081655.000000 Penalty: 2750.947510
	Iteration 19Q: 3 clusters Score -1081655 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1081687.875000 Penalty: 2750.947510
	Iteration 20F: 3 clusters Score -1081688 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1081726.875000 Penalty: 2750.947510
	Iteration 21Q: 3 clusters Score -1081727 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1081759.500000 Penalty: 2750.947510
	Iteration 22Q: 3 clusters Score -1081760 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1081796.125000 Penalty: 2750.947510
	Iteration 23Q: 3 clusters Score -1081796 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1081838.750000 Penalty: 2750.947510
	Iteration 24Q: 3 clusters Score -1081839 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1081887.250000 Penalty: 2750.947510
	Iteration 25Q: 3 clusters Score -1081887 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1081935.500000 Penalty: 2750.947510
	Iteration 26Q: 3 clusters Score -1081936 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1081997.250000 Penalty: 2750.947510
	Iteration 27Q: 3 clusters Score -1081997 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1082069.000000 Penalty: 2750.947510
	Iteration 28Q: 3 clusters Score -1082069 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1082148.625000 Penalty: 2750.947510
	Iteration 29Q: 3 clusters Score -1082149 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1082238.500000 Penalty: 2750.947510
	Iteration 30Q: 3 clusters Score -1082238 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1082336.125000 Penalty: 2750.947510
	Iteration 31Q: 3 clusters Score -1082336 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1082470.000000 Penalty: 2750.947510
	Iteration 32Q: 3 clusters Score -1082470 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1082623.875000 Penalty: 2750.947510
	Iteration 33Q: 3 clusters Score -1082624 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1082808.250000 Penalty: 2750.947510
	Iteration 34Q: 3 clusters Score -1082808 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1083000.750000 Penalty: 2750.947510
	Iteration 35Q: 3 clusters Score -1083001 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1083155.750000 Penalty: 2750.947510
	Iteration 36Q: 3 clusters Score -1083156 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1083277.000000 Penalty: 2750.947510
	Iteration 37Q: 3 clusters Score -1083277 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1083410.000000 Penalty: 2750.947510
	Iteration 38Q: 3 clusters Score -1083410 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1083510.875000 Penalty: 2750.947510
	Iteration 39Q: 3 clusters Score -1083511 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1083591.875000 Penalty: 2750.947510
	Iteration 40F: 3 clusters Score -1083592 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1083637.250000 Penalty: 2750.947510
	Iteration 41Q: 3 clusters Score -1083637 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1083675.125000 Penalty: 2750.947510
	Iteration 42Q: 3 clusters Score -1083675 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1083701.375000 Penalty: 2750.947510
	Iteration 43Q: 3 clusters Score -1083701 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1083720.375000 Penalty: 2750.947510
	Iteration 44Q: 3 clusters Score -1083720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1083729.625000 Penalty: 2750.947510
	Iteration 45Q: 3 clusters Score -1083730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1083739.250000 Penalty: 2750.947510
	Iteration 46Q: 3 clusters Score -1083739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1083744.500000 Penalty: 2750.947510
	Iteration 47Q: 3 clusters Score -1083744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1083749.625000 Penalty: 2750.947510
	Iteration 48Q: 3 clusters Score -1083750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1083751.125000 Penalty: 2750.947510
	Iteration 49Q: 3 clusters Score -1083751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1083754.375000 Penalty: 2750.947510
	Iteration 50Q: 3 clusters Score -1083754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1083757.250000 Penalty: 2750.947510
	Iteration 51Q: 3 clusters Score -1083757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1083759.375000 Penalty: 2750.947510
	Iteration 52Q: 3 clusters Score -1083759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1083760.500000 Penalty: 2750.947510
	Iteration 53Q: 3 clusters Score -1083760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1083767.500000 Penalty: 2750.947510
	Iteration 54Q: 3 clusters Score -1083768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1083773.125000 Penalty: 2750.947510
	Iteration 55Q: 3 clusters Score -1083773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1083788.125000 Penalty: 2750.947510
	Iteration 56Q: 3 clusters Score -1083788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1083797.250000 Penalty: 2750.947510
	Iteration 57Q: 3 clusters Score -1083797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1083797.000000 Penalty: 2750.947510
	Iteration 58Q: 3 clusters Score -1083797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1083800.000000 Penalty: 2750.947510
	Iteration 59Q: 3 clusters Score -1083800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1083801.500000 Penalty: 2750.947510
	Iteration 60F: 3 clusters Score -1083802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1083804.250000 Penalty: 2750.947510
	Iteration 61Q: 3 clusters Score -1083804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1083805.125000 Penalty: 2750.947510
	Iteration 62Q: 3 clusters Score -1083805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1083805.125000 Penalty: 2750.947510
	Iteration 63F: 3 clusters Score -1083805 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Entering Unmasked Estep 
Score: -1610978.625000 Penalty: 1442.879517
	Iteration 0F: 2 clusters Score -1610979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1600243.375000 Penalty: 2885.759033
	Iteration 0F: 3 clusters Score -1600243 nChanged 7029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1604231.625000 Penalty: 2885.759033
	Iteration 1F: 3 clusters Score -1604232 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1604650.250000 Penalty: 2885.759033
	Iteration 2F: 3 clusters Score -1604650 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1604984.000000 Penalty: 2885.759033
	Iteration 3Q: 3 clusters Score -1604984 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1605254.250000 Penalty: 2885.759033
	Iteration 4Q: 3 clusters Score -1605254 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1605499.375000 Penalty: 2885.759033
	Iteration 5Q: 3 clusters Score -1605499 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1605760.750000 Penalty: 2885.759033
	Iteration 6Q: 3 clusters Score -1605761 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1606050.375000 Penalty: 2885.759033
	Iteration 7Q: 3 clusters Score -1606050 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1606396.375000 Penalty: 2885.759033
	Iteration 8Q: 3 clusters Score -1606396 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1606817.375000 Penalty: 2885.759033
	Iteration 9Q: 3 clusters Score -1606817 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1607261.250000 Penalty: 2885.759033
	Iteration 10Q: 3 clusters Score -1607261 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1607693.750000 Penalty: 2885.759033
	Iteration 11Q: 3 clusters Score -1607694 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1608042.500000 Penalty: 2885.759033
	Iteration 12Q: 3 clusters Score -1608042 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1608332.375000 Penalty: 2885.759033
	Iteration 13Q: 3 clusters Score -1608332 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1608546.375000 Penalty: 2885.759033
	Iteration 14Q: 3 clusters Score -1608546 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1608736.750000 Penalty: 2885.759033
	Iteration 15Q: 3 clusters Score -1608737 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1608917.875000 Penalty: 2885.759033
	Iteration 16Q: 3 clusters Score -1608918 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1609045.000000 Penalty: 2885.759033
	Iteration 17Q: 3 clusters Score -1609045 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1609151.000000 Penalty: 2885.759033
	Iteration 18Q: 3 clusters Score -1609151 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1609228.000000 Penalty: 2885.759033
	Iteration 19Q: 3 clusters Score -1609228 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1609296.500000 Penalty: 2885.759033
	Iteration 20F: 3 clusters Score -1609296 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1609341.875000 Penalty: 2885.759033
	Iteration 21Q: 3 clusters Score -1609342 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1609382.750000 Penalty: 2885.759033
	Iteration 22Q: 3 clusters Score -1609383 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1609413.000000 Penalty: 2885.759033
	Iteration 23Q: 3 clusters Score -1609413 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1609435.250000 Penalty: 2885.759033
	Iteration 24Q: 3 clusters Score -1609435 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1609463.875000 Penalty: 2885.759033
	Iteration 25Q: 3 clusters Score -1609464 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1609492.750000 Penalty: 2885.759033
	Iteration 26Q: 3 clusters Score -1609493 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1609516.375000 Penalty: 2885.759033
	Iteration 27Q: 3 clusters Score -1609516 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1609544.375000 Penalty: 2885.759033
	Iteration 28Q: 3 clusters Score -1609544 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1609575.125000 Penalty: 2885.759033
	Iteration 29Q: 3 clusters Score -1609575 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1609602.000000 Penalty: 2885.759033
	Iteration 30Q: 3 clusters Score -1609602 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1609634.000000 Penalty: 2885.759033
	Iteration 31Q: 3 clusters Score -1609634 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1609654.375000 Penalty: 2885.759033
	Iteration 32Q: 3 clusters Score -1609654 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1609668.625000 Penalty: 2885.759033
	Iteration 33Q: 3 clusters Score -1609669 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1609678.875000 Penalty: 2885.759033
	Iteration 34Q: 3 clusters Score -1609679 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1609693.500000 Penalty: 2885.759033
	Iteration 35Q: 3 clusters Score -1609694 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1609718.125000 Penalty: 2885.759033
	Iteration 36Q: 3 clusters Score -1609718 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1609731.375000 Penalty: 2885.759033
	Iteration 37Q: 3 clusters Score -1609731 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1609748.500000 Penalty: 2885.759033
	Iteration 38Q: 3 clusters Score -1609748 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1609755.500000 Penalty: 2885.759033
	Iteration 39Q: 3 clusters Score -1609756 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1609774.375000 Penalty: 2885.759033
	Iteration 40F: 3 clusters Score -1609774 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1609790.750000 Penalty: 2885.759033
	Iteration 41Q: 3 clusters Score -1609791 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1609806.625000 Penalty: 2885.759033
	Iteration 42Q: 3 clusters Score -1609807 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1609821.750000 Penalty: 2885.759033
	Iteration 43Q: 3 clusters Score -1609822 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1609832.125000 Penalty: 2885.759033
	Iteration 44Q: 3 clusters Score -1609832 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1609832.625000 Penalty: 2885.759033
	Iteration 45Q: 3 clusters Score -1609833 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1609837.000000 Penalty: 2885.759033
	Iteration 46Q: 3 clusters Score -1609837 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1609842.500000 Penalty: 2885.759033
	Iteration 47Q: 3 clusters Score -1609842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1609850.750000 Penalty: 2885.759033
	Iteration 48Q: 3 clusters Score -1609851 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1609857.625000 Penalty: 2885.759033
	Iteration 49Q: 3 clusters Score -1609858 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1609868.000000 Penalty: 2885.759033
	Iteration 50Q: 3 clusters Score -1609868 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1609876.125000 Penalty: 2885.759033
	Iteration 51Q: 3 clusters Score -1609876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1609878.750000 Penalty: 2885.759033
	Iteration 52Q: 3 clusters Score -1609879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1609880.875000 Penalty: 2885.759033
	Iteration 53Q: 3 clusters Score -1609881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1609882.750000 Penalty: 2885.759033
	Iteration 54Q: 3 clusters Score -1609883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1609885.625000 Penalty: 2885.759033
	Iteration 55Q: 3 clusters Score -1609886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1609890.500000 Penalty: 2885.759033
	Iteration 56Q: 3 clusters Score -1609890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1609895.750000 Penalty: 2885.759033
	Iteration 57Q: 3 clusters Score -1609896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1609902.500000 Penalty: 2885.759033
	Iteration 58Q: 3 clusters Score -1609902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1609905.125000 Penalty: 2885.759033
	Iteration 59Q: 3 clusters Score -1609905 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1609913.000000 Penalty: 2885.759033
	Iteration 60F: 3 clusters Score -1609913 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1609921.875000 Penalty: 2885.759033
	Iteration 61Q: 3 clusters Score -1609922 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1609924.500000 Penalty: 2885.759033
	Iteration 62Q: 3 clusters Score -1609924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1609930.125000 Penalty: 2885.759033
	Iteration 63Q: 3 clusters Score -1609930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1609934.000000 Penalty: 2885.759033
	Iteration 64Q: 3 clusters Score -1609934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1609936.500000 Penalty: 2885.759033
	Iteration 65Q: 3 clusters Score -1609936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1609937.750000 Penalty: 2885.759033
	Iteration 66Q: 3 clusters Score -1609938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1609940.875000 Penalty: 2885.759033
	Iteration 67Q: 3 clusters Score -1609941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1609945.250000 Penalty: 2885.759033
	Iteration 68Q: 3 clusters Score -1609945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1609949.000000 Penalty: 2885.759033
	Iteration 69Q: 3 clusters Score -1609949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1609953.250000 Penalty: 2885.759033
	Iteration 70Q: 3 clusters Score -1609953 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1609958.000000 Penalty: 2885.759033
	Iteration 71Q: 3 clusters Score -1609958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1609959.500000 Penalty: 2885.759033
	Iteration 72Q: 3 clusters Score -1609960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1609962.250000 Penalty: 2885.759033
	Iteration 73Q: 3 clusters Score -1609962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1609965.000000 Penalty: 2885.759033
	Iteration 74Q: 3 clusters Score -1609965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1609966.875000 Penalty: 2885.759033
	Iteration 75Q: 3 clusters Score -1609967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1609975.500000 Penalty: 2885.759033
	Iteration 76Q: 3 clusters Score -1609976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1609976.125000 Penalty: 2885.759033
	Iteration 77Q: 3 clusters Score -1609976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1609972.500000 Penalty: 2885.759033
	Iteration 78Q: 3 clusters Score -1609972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1609974.625000 Penalty: 2885.759033
	Iteration 79Q: 3 clusters Score -1609975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1609975.375000 Penalty: 2885.759033
	Iteration 80F: 3 clusters Score -1609975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1609976.625000 Penalty: 2885.759033
	Iteration 81Q: 3 clusters Score -1609977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1609978.875000 Penalty: 2885.759033
	Iteration 82Q: 3 clusters Score -1609979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1609979.625000 Penalty: 2885.759033
	Iteration 83Q: 3 clusters Score -1609980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1609979.250000 Penalty: 2885.759033
	Iteration 84Q: 3 clusters Score -1609979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1609983.125000 Penalty: 2885.759033
	Iteration 85Q: 3 clusters Score -1609983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1609984.250000 Penalty: 2885.759033
	Iteration 86Q: 3 clusters Score -1609984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1609985.750000 Penalty: 2885.759033
	Iteration 87Q: 3 clusters Score -1609986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1609985.625000 Penalty: 2885.759033
	Iteration 88Q: 3 clusters Score -1609986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1609987.750000 Penalty: 2885.759033
	Iteration 89Q: 3 clusters Score -1609988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1609988.250000 Penalty: 2885.759033
	Iteration 90Q: 3 clusters Score -1609988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1609989.375000 Penalty: 2885.759033
	Iteration 91Q: 3 clusters Score -1609989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1609990.250000 Penalty: 2885.759033
	Iteration 92Q: 3 clusters Score -1609990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1609992.000000 Penalty: 2885.759033
	Iteration 93Q: 3 clusters Score -1609992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1609992.750000 Penalty: 2885.759033
	Iteration 94Q: 3 clusters Score -1609993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1609993.250000 Penalty: 2885.759033
	Iteration 95Q: 3 clusters Score -1609993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1609993.250000 Penalty: 2885.759033
	Iteration 96F: 3 clusters Score -1609993 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (20178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Entering Unmasked Estep 
Score: -2018365.000000 Penalty: 1474.957397
	Iteration 0F: 2 clusters Score -2018365 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -2005099.375000 Penalty: 2949.914795
	Iteration 0F: 3 clusters Score -2005099 nChanged 8960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -2009913.250000 Penalty: 2949.914795
	Iteration 1F: 3 clusters Score -2009913 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -2010387.250000 Penalty: 2949.914795
	Iteration 2F: 3 clusters Score -2010387 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -2010751.875000 Penalty: 2949.914795
	Iteration 3F: 3 clusters Score -2010752 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -2011064.750000 Penalty: 2949.914795
	Iteration 4Q: 3 clusters Score -2011065 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -2011326.125000 Penalty: 2949.914795
	Iteration 5Q: 3 clusters Score -2011326 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -2011608.125000 Penalty: 2949.914795
	Iteration 6Q: 3 clusters Score -2011608 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -2011939.500000 Penalty: 2949.914795
	Iteration 7Q: 3 clusters Score -2011940 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -2012315.500000 Penalty: 2949.914795
	Iteration 8Q: 3 clusters Score -2012316 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -2012771.000000 Penalty: 2949.914795
	Iteration 9Q: 3 clusters Score -2012771 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -2013334.875000 Penalty: 2949.914795
	Iteration 10Q: 3 clusters Score -2013335 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -2013950.875000 Penalty: 2949.914795
	Iteration 11Q: 3 clusters Score -2013951 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -2014496.875000 Penalty: 2949.914795
	Iteration 12Q: 3 clusters Score -2014497 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -2015072.125000 Penalty: 2949.914795
	Iteration 13Q: 3 clusters Score -2015072 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -2015595.125000 Penalty: 2949.914795
	Iteration 14Q: 3 clusters Score -2015595 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -2015981.500000 Penalty: 2949.914795
	Iteration 15Q: 3 clusters Score -2015982 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -2016241.625000 Penalty: 2949.914795
	Iteration 16Q: 3 clusters Score -2016242 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -2016442.500000 Penalty: 2949.914795
	Iteration 17Q: 3 clusters Score -2016442 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -2016586.125000 Penalty: 2949.914795
	Iteration 18Q: 3 clusters Score -2016586 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -2016682.250000 Penalty: 2949.914795
	Iteration 19Q: 3 clusters Score -2016682 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -2016756.875000 Penalty: 2949.914795
	Iteration 20F: 3 clusters Score -2016757 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -2016822.250000 Penalty: 2949.914795
	Iteration 21Q: 3 clusters Score -2016822 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -2016866.375000 Penalty: 2949.914795
	Iteration 22Q: 3 clusters Score -2016866 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -2016913.500000 Penalty: 2949.914795
	Iteration 23Q: 3 clusters Score -2016914 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -2016941.625000 Penalty: 2949.914795
	Iteration 24Q: 3 clusters Score -2016942 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -2016967.125000 Penalty: 2949.914795
	Iteration 25Q: 3 clusters Score -2016967 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -2016983.625000 Penalty: 2949.914795
	Iteration 26Q: 3 clusters Score -2016984 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -2016991.875000 Penalty: 2949.914795
	Iteration 27Q: 3 clusters Score -2016992 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -2017002.000000 Penalty: 2949.914795
	Iteration 28Q: 3 clusters Score -2017002 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -2017011.500000 Penalty: 2949.914795
	Iteration 29Q: 3 clusters Score -2017012 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -2017016.875000 Penalty: 2949.914795
	Iteration 30Q: 3 clusters Score -2017017 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -2017025.125000 Penalty: 2949.914795
	Iteration 31Q: 3 clusters Score -2017025 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -2017028.000000 Penalty: 2949.914795
	Iteration 32Q: 3 clusters Score -2017028 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -2017031.875000 Penalty: 2949.914795
	Iteration 33Q: 3 clusters Score -2017032 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -2017039.375000 Penalty: 2949.914795
	Iteration 34Q: 3 clusters Score -2017039 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -2017048.750000 Penalty: 2949.914795
	Iteration 35Q: 3 clusters Score -2017049 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -2017053.125000 Penalty: 2949.914795
	Iteration 36Q: 3 clusters Score -2017053 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -2017052.625000 Penalty: 2949.914795
	Iteration 37Q: 3 clusters Score -2017053 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -2017063.875000 Penalty: 2949.914795
	Iteration 38Q: 3 clusters Score -2017064 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -2017070.875000 Penalty: 2949.914795
	Iteration 39Q: 3 clusters Score -2017071 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -2017078.500000 Penalty: 2949.914795
	Iteration 40F: 3 clusters Score -2017078 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -2017081.625000 Penalty: 2949.914795
	Iteration 41Q: 3 clusters Score -2017082 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -2017091.875000 Penalty: 2949.914795
	Iteration 42Q: 3 clusters Score -2017092 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -2017098.125000 Penalty: 2949.914795
	Iteration 43Q: 3 clusters Score -2017098 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -2017106.375000 Penalty: 2949.914795
	Iteration 44Q: 3 clusters Score -2017106 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -2017112.125000 Penalty: 2949.914795
	Iteration 45Q: 3 clusters Score -2017112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -2017116.625000 Penalty: 2949.914795
	Iteration 46Q: 3 clusters Score -2017117 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -2017120.375000 Penalty: 2949.914795
	Iteration 47Q: 3 clusters Score -2017120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -2017123.375000 Penalty: 2949.914795
	Iteration 48Q: 3 clusters Score -2017123 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -2017126.375000 Penalty: 2949.914795
	Iteration 49Q: 3 clusters Score -2017126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -2017132.000000 Penalty: 2949.914795
	Iteration 50Q: 3 clusters Score -2017132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -2017133.125000 Penalty: 2949.914795
	Iteration 51Q: 3 clusters Score -2017133 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -2017136.125000 Penalty: 2949.914795
	Iteration 52Q: 3 clusters Score -2017136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -2017135.875000 Penalty: 2949.914795
	Iteration 53Q: 3 clusters Score -2017136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -2017140.875000 Penalty: 2949.914795
	Iteration 54Q: 3 clusters Score -2017141 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -2017143.250000 Penalty: 2949.914795
	Iteration 55Q: 3 clusters Score -2017143 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -2017150.375000 Penalty: 2949.914795
	Iteration 56Q: 3 clusters Score -2017150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -2017152.625000 Penalty: 2949.914795
	Iteration 57Q: 3 clusters Score -2017153 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -2017156.250000 Penalty: 2949.914795
	Iteration 58Q: 3 clusters Score -2017156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -2017160.375000 Penalty: 2949.914795
	Iteration 59Q: 3 clusters Score -2017160 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -2017167.125000 Penalty: 2949.914795
	Iteration 60F: 3 clusters Score -2017167 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -2017171.000000 Penalty: 2949.914795
	Iteration 61Q: 3 clusters Score -2017171 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -2017174.000000 Penalty: 2949.914795
	Iteration 62Q: 3 clusters Score -2017174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -2017176.875000 Penalty: 2949.914795
	Iteration 63Q: 3 clusters Score -2017177 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -2017176.875000 Penalty: 2949.914795
	Iteration 64Q: 3 clusters Score -2017177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -2017179.875000 Penalty: 2949.914795
	Iteration 65Q: 3 clusters Score -2017180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -2017184.375000 Penalty: 2949.914795
	Iteration 66Q: 3 clusters Score -2017184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -2017185.625000 Penalty: 2949.914795
	Iteration 67Q: 3 clusters Score -2017186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -2017186.500000 Penalty: 2949.914795
	Iteration 68Q: 3 clusters Score -2017186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -2017190.750000 Penalty: 2949.914795
	Iteration 69Q: 3 clusters Score -2017191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -2017190.000000 Penalty: 2949.914795
	Iteration 70Q: 3 clusters Score -2017190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -2017192.375000 Penalty: 2949.914795
	Iteration 71Q: 3 clusters Score -2017192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -2017199.250000 Penalty: 2949.914795
	Iteration 72Q: 3 clusters Score -2017199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -2017201.000000 Penalty: 2949.914795
	Iteration 73Q: 3 clusters Score -2017201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -2017202.750000 Penalty: 2949.914795
	Iteration 74Q: 3 clusters Score -2017203 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -2017200.000000 Penalty: 2949.914795
	Iteration 75Q: 3 clusters Score -2017200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -2017204.500000 Penalty: 2949.914795
	Iteration 76Q: 3 clusters Score -2017204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -2017210.125000 Penalty: 2949.914795
	Iteration 77Q: 3 clusters Score -2017210 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -2017216.375000 Penalty: 2949.914795
	Iteration 78Q: 3 clusters Score -2017216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -2017221.125000 Penalty: 2949.914795
	Iteration 79Q: 3 clusters Score -2017221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -2017221.750000 Penalty: 2949.914795
	Iteration 80F: 3 clusters Score -2017222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -2017225.625000 Penalty: 2949.914795
	Iteration 81Q: 3 clusters Score -2017226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -2017225.750000 Penalty: 2949.914795
	Iteration 82Q: 3 clusters Score -2017226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -2017225.250000 Penalty: 2949.914795
	Iteration 83Q: 3 clusters Score -2017225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -2017226.250000 Penalty: 2949.914795
	Iteration 84Q: 3 clusters Score -2017226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -2017230.000000 Penalty: 2949.914795
	Iteration 85Q: 3 clusters Score -2017230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -2017225.750000 Penalty: 2949.914795
	Iteration 86Q: 3 clusters Score -2017226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -2017231.500000 Penalty: 2949.914795
	Iteration 87Q: 3 clusters Score -2017232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -2017241.000000 Penalty: 2949.914795
	Iteration 88Q: 3 clusters Score -2017241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -2017242.500000 Penalty: 2949.914795
	Iteration 89Q: 3 clusters Score -2017242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -2017244.750000 Penalty: 2949.914795
	Iteration 90Q: 3 clusters Score -2017245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -2017251.125000 Penalty: 2949.914795
	Iteration 91Q: 3 clusters Score -2017251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -2017250.875000 Penalty: 2949.914795
	Iteration 92Q: 3 clusters Score -2017251 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -2017257.000000 Penalty: 2949.914795
	Iteration 93Q: 3 clusters Score -2017257 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -2017260.625000 Penalty: 2949.914795
	Iteration 94Q: 3 clusters Score -2017261 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -2017264.250000 Penalty: 2949.914795
	Iteration 95Q: 3 clusters Score -2017264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -2017268.750000 Penalty: 2949.914795
	Iteration 96Q: 3 clusters Score -2017269 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -2017277.000000 Penalty: 2949.914795
	Iteration 97Q: 3 clusters Score -2017277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -2017286.250000 Penalty: 2949.914795
	Iteration 98Q: 3 clusters Score -2017286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -2017289.500000 Penalty: 2949.914795
	Iteration 99Q: 3 clusters Score -2017290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -2017294.750000 Penalty: 2949.914795
	Iteration 100F: 3 clusters Score -2017295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -2017299.375000 Penalty: 2949.914795
	Iteration 101Q: 3 clusters Score -2017299 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -2017303.750000 Penalty: 2949.914795
	Iteration 102Q: 3 clusters Score -2017304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -2017304.750000 Penalty: 2949.914795
	Iteration 103Q: 3 clusters Score -2017305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -2017308.750000 Penalty: 2949.914795
	Iteration 104Q: 3 clusters Score -2017309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -2017306.875000 Penalty: 2949.914795
	Iteration 105Q: 3 clusters Score -2017307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -2017309.375000 Penalty: 2949.914795
	Iteration 106Q: 3 clusters Score -2017309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -2017309.250000 Penalty: 2949.914795
	Iteration 107Q: 3 clusters Score -2017309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -2017309.750000 Penalty: 2949.914795
	Iteration 108Q: 3 clusters Score -2017310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -2017309.250000 Penalty: 2949.914795
	Iteration 109Q: 3 clusters Score -2017309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -2017311.500000 Penalty: 2949.914795
	Iteration 110Q: 3 clusters Score -2017312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -2017309.750000 Penalty: 2949.914795
	Iteration 111Q: 3 clusters Score -2017310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -2017311.125000 Penalty: 2949.914795
	Iteration 112Q: 3 clusters Score -2017311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -2017309.750000 Penalty: 2949.914795
	Iteration 113Q: 3 clusters Score -2017310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -2017309.750000 Penalty: 2949.914795
	Iteration 114F: 3 clusters Score -2017310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Entering Unmasked Estep 
Score: -889802.625000 Penalty: 1358.026855
	Iteration 0F: 2 clusters Score -889802.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -883612.312500 Penalty: 2716.053711
	Iteration 0F: 3 clusters Score -883612.3 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -885672.875000 Penalty: 2716.053711
	Iteration 1F: 3 clusters Score -885672.9 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -885979.062500 Penalty: 2716.053711
	Iteration 2F: 3 clusters Score -885979.1 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -886252.750000 Penalty: 2716.053711
	Iteration 3F: 3 clusters Score -886252.8 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -886497.187500 Penalty: 2716.053711
	Iteration 4Q: 3 clusters Score -886497.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -886696.750000 Penalty: 2716.053711
	Iteration 5Q: 3 clusters Score -886696.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -886838.437500 Penalty: 2716.053711
	Iteration 6Q: 3 clusters Score -886838.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -886947.312500 Penalty: 2716.053711
	Iteration 7Q: 3 clusters Score -886947.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -887033.187500 Penalty: 2716.053711
	Iteration 8Q: 3 clusters Score -887033.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -887128.375000 Penalty: 2716.053711
	Iteration 9Q: 3 clusters Score -887128.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -887220.312500 Penalty: 2716.053711
	Iteration 10Q: 3 clusters Score -887220.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -887312.250000 Penalty: 2716.053711
	Iteration 11Q: 3 clusters Score -887312.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -887395.937500 Penalty: 2716.053711
	Iteration 12Q: 3 clusters Score -887395.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -887477.062500 Penalty: 2716.053711
	Iteration 13Q: 3 clusters Score -887477.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -887566.875000 Penalty: 2716.053711
	Iteration 14Q: 3 clusters Score -887566.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -887657.375000 Penalty: 2716.053711
	Iteration 15Q: 3 clusters Score -887657.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -887749.625000 Penalty: 2716.053711
	Iteration 16Q: 3 clusters Score -887749.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -887823.437500 Penalty: 2716.053711
	Iteration 17Q: 3 clusters Score -887823.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -887878.187500 Penalty: 2716.053711
	Iteration 18Q: 3 clusters Score -887878.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -887920.375000 Penalty: 2716.053711
	Iteration 19Q: 3 clusters Score -887920.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -887953.562500 Penalty: 2716.053711
	Iteration 20F: 3 clusters Score -887953.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -887988.125000 Penalty: 2716.053711
	Iteration 21Q: 3 clusters Score -887988.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -888016.500000 Penalty: 2716.053711
	Iteration 22Q: 3 clusters Score -888016.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -888041.687500 Penalty: 2716.053711
	Iteration 23Q: 3 clusters Score -888041.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -888061.625000 Penalty: 2716.053711
	Iteration 24Q: 3 clusters Score -888061.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -888081.375000 Penalty: 2716.053711
	Iteration 25Q: 3 clusters Score -888081.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -888095.875000 Penalty: 2716.053711
	Iteration 26Q: 3 clusters Score -888095.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -888112.687500 Penalty: 2716.053711
	Iteration 27Q: 3 clusters Score -888112.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -888132.000000 Penalty: 2716.053711
	Iteration 28Q: 3 clusters Score -888132 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -888150.125000 Penalty: 2716.053711
	Iteration 29Q: 3 clusters Score -888150.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -888166.812500 Penalty: 2716.053711
	Iteration 30Q: 3 clusters Score -888166.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -888176.000000 Penalty: 2716.053711
	Iteration 31Q: 3 clusters Score -888176 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -888190.562500 Penalty: 2716.053711
	Iteration 32Q: 3 clusters Score -888190.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -888204.062500 Penalty: 2716.053711
	Iteration 33Q: 3 clusters Score -888204.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -888213.375000 Penalty: 2716.053711
	Iteration 34Q: 3 clusters Score -888213.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -888226.187500 Penalty: 2716.053711
	Iteration 35Q: 3 clusters Score -888226.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -888238.500000 Penalty: 2716.053711
	Iteration 36Q: 3 clusters Score -888238.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -888249.250000 Penalty: 2716.053711
	Iteration 37Q: 3 clusters Score -888249.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -888265.500000 Penalty: 2716.053711
	Iteration 38Q: 3 clusters Score -888265.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -888282.125000 Penalty: 2716.053711
	Iteration 39Q: 3 clusters Score -888282.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -888290.062500 Penalty: 2716.053711
	Iteration 40F: 3 clusters Score -888290.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -888298.625000 Penalty: 2716.053711
	Iteration 41Q: 3 clusters Score -888298.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -888306.625000 Penalty: 2716.053711
	Iteration 42Q: 3 clusters Score -888306.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -888310.687500 Penalty: 2716.053711
	Iteration 43Q: 3 clusters Score -888310.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -888319.875000 Penalty: 2716.053711
	Iteration 44Q: 3 clusters Score -888319.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -888323.812500 Penalty: 2716.053711
	Iteration 45Q: 3 clusters Score -888323.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -888327.500000 Penalty: 2716.053711
	Iteration 46Q: 3 clusters Score -888327.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -888332.812500 Penalty: 2716.053711
	Iteration 47Q: 3 clusters Score -888332.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -888340.500000 Penalty: 2716.053711
	Iteration 48Q: 3 clusters Score -888340.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -888348.312500 Penalty: 2716.053711
	Iteration 49Q: 3 clusters Score -888348.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -888354.187500 Penalty: 2716.053711
	Iteration 50Q: 3 clusters Score -888354.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -888357.937500 Penalty: 2716.053711
	Iteration 51Q: 3 clusters Score -888357.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -888363.187500 Penalty: 2716.053711
	Iteration 52Q: 3 clusters Score -888363.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -888366.875000 Penalty: 2716.053711
	Iteration 53Q: 3 clusters Score -888366.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -888370.062500 Penalty: 2716.053711
	Iteration 54Q: 3 clusters Score -888370.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -888374.312500 Penalty: 2716.053711
	Iteration 55Q: 3 clusters Score -888374.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -888375.312500 Penalty: 2716.053711
	Iteration 56Q: 3 clusters Score -888375.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -888377.062500 Penalty: 2716.053711
	Iteration 57Q: 3 clusters Score -888377.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -888382.375000 Penalty: 2716.053711
	Iteration 58Q: 3 clusters Score -888382.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -888388.125000 Penalty: 2716.053711
	Iteration 59Q: 3 clusters Score -888388.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -888398.062500 Penalty: 2716.053711
	Iteration 60F: 3 clusters Score -888398.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -888406.562500 Penalty: 2716.053711
	Iteration 61Q: 3 clusters Score -888406.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -888414.562500 Penalty: 2716.053711
	Iteration 62Q: 3 clusters Score -888414.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -888422.125000 Penalty: 2716.053711
	Iteration 63Q: 3 clusters Score -888422.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -888428.437500 Penalty: 2716.053711
	Iteration 64Q: 3 clusters Score -888428.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -888435.125000 Penalty: 2716.053711
	Iteration 65Q: 3 clusters Score -888435.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -888442.000000 Penalty: 2716.053711
	Iteration 66Q: 3 clusters Score -888442 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -888453.562500 Penalty: 2716.053711
	Iteration 67Q: 3 clusters Score -888453.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -888460.937500 Penalty: 2716.053711
	Iteration 68Q: 3 clusters Score -888460.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -888463.812500 Penalty: 2716.053711
	Iteration 69Q: 3 clusters Score -888463.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -888469.687500 Penalty: 2716.053711
	Iteration 70Q: 3 clusters Score -888469.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -888475.125000 Penalty: 2716.053711
	Iteration 71Q: 3 clusters Score -888475.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -888481.812500 Penalty: 2716.053711
	Iteration 72Q: 3 clusters Score -888481.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -888495.125000 Penalty: 2716.053711
	Iteration 73Q: 3 clusters Score -888495.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -888509.125000 Penalty: 2716.053711
	Iteration 74Q: 3 clusters Score -888509.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -888517.500000 Penalty: 2716.053711
	Iteration 75Q: 3 clusters Score -888517.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -888525.750000 Penalty: 2716.053711
	Iteration 76Q: 3 clusters Score -888525.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -888535.937500 Penalty: 2716.053711
	Iteration 77Q: 3 clusters Score -888535.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -888545.812500 Penalty: 2716.053711
	Iteration 78Q: 3 clusters Score -888545.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -888558.312500 Penalty: 2716.053711
	Iteration 79Q: 3 clusters Score -888558.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -888571.250000 Penalty: 2716.053711
	Iteration 80F: 3 clusters Score -888571.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -888580.812500 Penalty: 2716.053711
	Iteration 81Q: 3 clusters Score -888580.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -888597.250000 Penalty: 2716.053711
	Iteration 82Q: 3 clusters Score -888597.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -888607.625000 Penalty: 2716.053711
	Iteration 83Q: 3 clusters Score -888607.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -888614.312500 Penalty: 2716.053711
	Iteration 84Q: 3 clusters Score -888614.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -888621.375000 Penalty: 2716.053711
	Iteration 85Q: 3 clusters Score -888621.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -888623.375000 Penalty: 2716.053711
	Iteration 86Q: 3 clusters Score -888623.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -888628.312500 Penalty: 2716.053711
	Iteration 87Q: 3 clusters Score -888628.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -888630.500000 Penalty: 2716.053711
	Iteration 88Q: 3 clusters Score -888630.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -888632.437500 Penalty: 2716.053711
	Iteration 89Q: 3 clusters Score -888632.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -888635.500000 Penalty: 2716.053711
	Iteration 90Q: 3 clusters Score -888635.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -888634.000000 Penalty: 2716.053711
	Iteration 91Q: 3 clusters Score -888634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -888639.000000 Penalty: 2716.053711
	Iteration 92Q: 3 clusters Score -888639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -888640.750000 Penalty: 2716.053711
	Iteration 93Q: 3 clusters Score -888640.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -888642.375000 Penalty: 2716.053711
	Iteration 94Q: 3 clusters Score -888642.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -888641.937500 Penalty: 2716.053711
	Iteration 95Q: 3 clusters Score -888641.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -888641.125000 Penalty: 2716.053711
	Iteration 96Q: 3 clusters Score -888641.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -888641.187500 Penalty: 2716.053711
	Iteration 97Q: 3 clusters Score -888641.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -888641.187500 Penalty: 2716.053711
	Iteration 98F: 3 clusters Score -888641.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Entering Unmasked Estep 
Score: -125722.132812 Penalty: 1057.463013
	Iteration 0F: 2 clusters Score -125722.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -124331.835938 Penalty: 2114.926025
	Iteration 0F: 3 clusters Score -124331.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -124661.500000 Penalty: 2114.926025
	Iteration 1F: 3 clusters Score -124661.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -124786.257812 Penalty: 2114.926025
	Iteration 2F: 3 clusters Score -124786.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -124827.398438 Penalty: 2114.926025
	Iteration 3Q: 3 clusters Score -124827.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -124844.664062 Penalty: 2114.926025
	Iteration 4Q: 3 clusters Score -124844.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -124854.312500 Penalty: 2114.926025
	Iteration 5Q: 3 clusters Score -124854.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -124862.632812 Penalty: 2114.926025
	Iteration 6Q: 3 clusters Score -124862.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -124866.789062 Penalty: 2114.926025
	Iteration 7Q: 3 clusters Score -124866.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -124871.671875 Penalty: 2114.926025
	Iteration 8Q: 3 clusters Score -124871.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -124877.609375 Penalty: 2114.926025
	Iteration 9Q: 3 clusters Score -124877.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -124887.125000 Penalty: 2114.926025
	Iteration 10Q: 3 clusters Score -124887.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -124893.992188 Penalty: 2114.926025
	Iteration 11Q: 3 clusters Score -124894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -124898.359375 Penalty: 2114.926025
	Iteration 12Q: 3 clusters Score -124898.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -124900.375000 Penalty: 2114.926025
	Iteration 13Q: 3 clusters Score -124900.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -124901.617188 Penalty: 2114.926025
	Iteration 14Q: 3 clusters Score -124901.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -124904.960938 Penalty: 2114.926025
	Iteration 15Q: 3 clusters Score -124905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -124909.367188 Penalty: 2114.926025
	Iteration 16Q: 3 clusters Score -124909.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -124916.171875 Penalty: 2114.926025
	Iteration 17Q: 3 clusters Score -124916.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -124924.406250 Penalty: 2114.926025
	Iteration 18Q: 3 clusters Score -124924.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -124927.406250 Penalty: 2114.926025
	Iteration 19Q: 3 clusters Score -124927.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -124931.718750 Penalty: 2114.926025
	Iteration 20F: 3 clusters Score -124931.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -124936.078125 Penalty: 2114.926025
	Iteration 21Q: 3 clusters Score -124936.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -124937.281250 Penalty: 2114.926025
	Iteration 22Q: 3 clusters Score -124937.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -124937.281250 Penalty: 2114.926025
	Iteration 23F: 3 clusters Score -124937.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (37775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37775 members 
Entering Unmasked Estep 
Score: -3901191.250000 Penalty: 1568.263184
	Iteration 0F: 2 clusters Score -3901191 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -3876498.000000 Penalty: 3136.526367
	Iteration 0F: 3 clusters Score -3876498 nChanged 17329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -3886346.250000 Penalty: 3136.526367
	Iteration 1F: 3 clusters Score -3886346 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -3887182.500000 Penalty: 3136.526367
	Iteration 2F: 3 clusters Score -3887182 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -3888157.250000 Penalty: 3136.526367
	Iteration 3F: 3 clusters Score -3888157 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 22688 members 
Entering Unmasked Estep 
Score: -3889427.500000 Penalty: 3136.526367
	Iteration 4F: 3 clusters Score -3889428 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 24129 members 
Entering Unmasked Estep 
Score: -3890871.250000 Penalty: 3136.526367
	Iteration 5F: 3 clusters Score -3890871 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 25592 members 
Entering Unmasked Estep 
Score: -3892361.500000 Penalty: 3136.526367
	Iteration 6F: 3 clusters Score -3892362 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 27042 members 
Entering Unmasked Estep 
Score: -3893742.250000 Penalty: 3136.526367
	Iteration 7F: 3 clusters Score -3893742 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 28329 members 
Entering Unmasked Estep 
Score: -3894888.500000 Penalty: 3136.526367
	Iteration 8Q: 3 clusters Score -3894888 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 29440 members 
Entering Unmasked Estep 
Score: -3895820.750000 Penalty: 3136.526367
	Iteration 9Q: 3 clusters Score -3895821 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 30347 members 
Entering Unmasked Estep 
Score: -3896548.000000 Penalty: 3136.526367
	Iteration 10Q: 3 clusters Score -3896548 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 31089 members 
Entering Unmasked Estep 
Score: -3897090.500000 Penalty: 3136.526367
	Iteration 11Q: 3 clusters Score -3897090 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 31684 members 
Entering Unmasked Estep 
Score: -3897479.250000 Penalty: 3136.526367
	Iteration 12Q: 3 clusters Score -3897479 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 32245 members 
Entering Unmasked Estep 
Score: -3897780.000000 Penalty: 3136.526367
	Iteration 13Q: 3 clusters Score -3897780 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 32710 members 
Entering Unmasked Estep 
Score: -3897989.500000 Penalty: 3136.526367
	Iteration 14Q: 3 clusters Score -3897990 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 33130 members 
Entering Unmasked Estep 
Score: -3898184.750000 Penalty: 3136.526367
	Iteration 15Q: 3 clusters Score -3898185 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 33497 members 
Entering Unmasked Estep 
Score: -3898365.750000 Penalty: 3136.526367
	Iteration 16Q: 3 clusters Score -3898366 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 33823 members 
Entering Unmasked Estep 
Score: -3898480.250000 Penalty: 3136.526367
	Iteration 17Q: 3 clusters Score -3898480 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 34109 members 
Entering Unmasked Estep 
Score: -3898588.250000 Penalty: 3136.526367
	Iteration 18Q: 3 clusters Score -3898588 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 34388 members 
Entering Unmasked Estep 
Score: -3898693.250000 Penalty: 3136.526367
	Iteration 19Q: 3 clusters Score -3898693 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 34649 members 
Entering Unmasked Estep 
Score: -3898800.500000 Penalty: 3136.526367
	Iteration 20F: 3 clusters Score -3898800 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 34871 members 
Entering Unmasked Estep 
Score: -3898881.250000 Penalty: 3136.526367
	Iteration 21Q: 3 clusters Score -3898881 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 35104 members 
Entering Unmasked Estep 
Score: -3898973.500000 Penalty: 3136.526367
	Iteration 22Q: 3 clusters Score -3898974 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 35319 members 
Entering Unmasked Estep 
Score: -3899056.000000 Penalty: 3136.526367
	Iteration 23Q: 3 clusters Score -3899056 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 35531 members 
Entering Unmasked Estep 
Score: -3899146.000000 Penalty: 3136.526367
	Iteration 24Q: 3 clusters Score -3899146 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 35726 members 
Entering Unmasked Estep 
Score: -3899244.500000 Penalty: 3136.526367
	Iteration 25Q: 3 clusters Score -3899244 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 35924 members 
Entering Unmasked Estep 
Score: -3899328.000000 Penalty: 3136.526367
	Iteration 26Q: 3 clusters Score -3899328 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 36104 members 
Entering Unmasked Estep 
Score: -3899437.000000 Penalty: 3136.526367
	Iteration 27Q: 3 clusters Score -3899437 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 36257 members 
Entering Unmasked Estep 
Score: -3899503.250000 Penalty: 3136.526367
	Iteration 28Q: 3 clusters Score -3899503 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 36378 members 
Entering Unmasked Estep 
Score: -3899558.750000 Penalty: 3136.526367
	Iteration 29Q: 3 clusters Score -3899559 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 36476 members 
Entering Unmasked Estep 
Score: -3899597.750000 Penalty: 3136.526367
	Iteration 30Q: 3 clusters Score -3899598 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 36568 members 
Entering Unmasked Estep 
Score: -3899644.250000 Penalty: 3136.526367
	Iteration 31Q: 3 clusters Score -3899644 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 36651 members 
Entering Unmasked Estep 
Score: -3899675.500000 Penalty: 3136.526367
	Iteration 32Q: 3 clusters Score -3899676 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 36726 members 
Entering Unmasked Estep 
Score: -3899715.000000 Penalty: 3136.526367
	Iteration 33Q: 3 clusters Score -3899715 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 36778 members 
Entering Unmasked Estep 
Score: -3899741.500000 Penalty: 3136.526367
	Iteration 34Q: 3 clusters Score -3899742 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 36816 members 
Entering Unmasked Estep 
Score: -3899759.250000 Penalty: 3136.526367
	Iteration 35Q: 3 clusters Score -3899759 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 36846 members 
Entering Unmasked Estep 
Score: -3899768.000000 Penalty: 3136.526367
	Iteration 36Q: 3 clusters Score -3899768 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 36864 members 
Entering Unmasked Estep 
Score: -3899781.000000 Penalty: 3136.526367
	Iteration 37Q: 3 clusters Score -3899781 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 36888 members 
Entering Unmasked Estep 
Score: -3899794.500000 Penalty: 3136.526367
	Iteration 38Q: 3 clusters Score -3899794 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 36921 members 
Entering Unmasked Estep 
Score: -3899807.000000 Penalty: 3136.526367
	Iteration 39Q: 3 clusters Score -3899807 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 36945 members 
Entering Unmasked Estep 
Score: -3899829.000000 Penalty: 3136.526367
	Iteration 40F: 3 clusters Score -3899829 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 36967 members 
Entering Unmasked Estep 
Score: -3899834.250000 Penalty: 3136.526367
	Iteration 41Q: 3 clusters Score -3899834 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 36992 members 
Entering Unmasked Estep 
Score: -3899842.500000 Penalty: 3136.526367
	Iteration 42Q: 3 clusters Score -3899842 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 37020 members 
Entering Unmasked Estep 
Score: -3899870.750000 Penalty: 3136.526367
	Iteration 43Q: 3 clusters Score -3899871 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 37035 members 
Entering Unmasked Estep 
Score: -3899880.250000 Penalty: 3136.526367
	Iteration 44Q: 3 clusters Score -3899880 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 37052 members 
Entering Unmasked Estep 
Score: -3899890.750000 Penalty: 3136.526367
	Iteration 45Q: 3 clusters Score -3899891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 37062 members 
Entering Unmasked Estep 
Score: -3899892.750000 Penalty: 3136.526367
	Iteration 46Q: 3 clusters Score -3899893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 37067 members 
Entering Unmasked Estep 
Score: -3899898.500000 Penalty: 3136.526367
	Iteration 47Q: 3 clusters Score -3899898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 37073 members 
Entering Unmasked Estep 
Score: -3899912.250000 Penalty: 3136.526367
	Iteration 48Q: 3 clusters Score -3899912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 37082 members 
Entering Unmasked Estep 
Score: -3899907.250000 Penalty: 3136.526367
	Iteration 49Q: 3 clusters Score -3899907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 37086 members 
Entering Unmasked Estep 
Score: -3899911.000000 Penalty: 3136.526367
	Iteration 50Q: 3 clusters Score -3899911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 37088 members 
Entering Unmasked Estep 
Score: -3899911.750000 Penalty: 3136.526367
	Iteration 51Q: 3 clusters Score -3899912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 37088 members 
Entering Unmasked Estep 
Score: -3899911.750000 Penalty: 3136.526367
	Iteration 52F: 3 clusters Score -3899912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Entering Unmasked Estep 
Score: -527397.687500 Penalty: 1268.603149
	Iteration 0F: 2 clusters Score -527397.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -523690.031250 Penalty: 2537.206299
	Iteration 0F: 3 clusters Score -523690 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -524742.312500 Penalty: 2537.206299
	Iteration 1F: 3 clusters Score -524742.3 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -525014.875000 Penalty: 2537.206299
	Iteration 2F: 3 clusters Score -525014.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -525151.312500 Penalty: 2537.206299
	Iteration 3F: 3 clusters Score -525151.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -525244.187500 Penalty: 2537.206299
	Iteration 4Q: 3 clusters Score -525244.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -525318.312500 Penalty: 2537.206299
	Iteration 5Q: 3 clusters Score -525318.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -525381.000000 Penalty: 2537.206299
	Iteration 6Q: 3 clusters Score -525381 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -525443.062500 Penalty: 2537.206299
	Iteration 7Q: 3 clusters Score -525443.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -525490.750000 Penalty: 2537.206299
	Iteration 8Q: 3 clusters Score -525490.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -525540.250000 Penalty: 2537.206299
	Iteration 9Q: 3 clusters Score -525540.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -525581.375000 Penalty: 2537.206299
	Iteration 10Q: 3 clusters Score -525581.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -525609.875000 Penalty: 2537.206299
	Iteration 11Q: 3 clusters Score -525609.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -525640.062500 Penalty: 2537.206299
	Iteration 12Q: 3 clusters Score -525640.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -525669.937500 Penalty: 2537.206299
	Iteration 13Q: 3 clusters Score -525669.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -525695.062500 Penalty: 2537.206299
	Iteration 14Q: 3 clusters Score -525695.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -525716.062500 Penalty: 2537.206299
	Iteration 15Q: 3 clusters Score -525716.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -525739.750000 Penalty: 2537.206299
	Iteration 16Q: 3 clusters Score -525739.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -525767.375000 Penalty: 2537.206299
	Iteration 17Q: 3 clusters Score -525767.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -525792.187500 Penalty: 2537.206299
	Iteration 18Q: 3 clusters Score -525792.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -525825.312500 Penalty: 2537.206299
	Iteration 19Q: 3 clusters Score -525825.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -525860.437500 Penalty: 2537.206299
	Iteration 20F: 3 clusters Score -525860.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -525893.125000 Penalty: 2537.206299
	Iteration 21Q: 3 clusters Score -525893.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -525926.625000 Penalty: 2537.206299
	Iteration 22Q: 3 clusters Score -525926.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -525955.937500 Penalty: 2537.206299
	Iteration 23Q: 3 clusters Score -525955.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -525985.187500 Penalty: 2537.206299
	Iteration 24Q: 3 clusters Score -525985.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -526012.062500 Penalty: 2537.206299
	Iteration 25Q: 3 clusters Score -526012.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -526041.625000 Penalty: 2537.206299
	Iteration 26Q: 3 clusters Score -526041.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -526065.375000 Penalty: 2537.206299
	Iteration 27Q: 3 clusters Score -526065.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -526086.937500 Penalty: 2537.206299
	Iteration 28Q: 3 clusters Score -526086.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -526110.562500 Penalty: 2537.206299
	Iteration 29Q: 3 clusters Score -526110.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -526132.812500 Penalty: 2537.206299
	Iteration 30Q: 3 clusters Score -526132.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -526151.812500 Penalty: 2537.206299
	Iteration 31Q: 3 clusters Score -526151.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -526179.312500 Penalty: 2537.206299
	Iteration 32Q: 3 clusters Score -526179.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -526207.687500 Penalty: 2537.206299
	Iteration 33Q: 3 clusters Score -526207.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -526226.375000 Penalty: 2537.206299
	Iteration 34Q: 3 clusters Score -526226.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -526240.125000 Penalty: 2537.206299
	Iteration 35Q: 3 clusters Score -526240.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -526250.062500 Penalty: 2537.206299
	Iteration 36Q: 3 clusters Score -526250.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -526260.000000 Penalty: 2537.206299
	Iteration 37Q: 3 clusters Score -526260 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -526270.562500 Penalty: 2537.206299
	Iteration 38Q: 3 clusters Score -526270.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -526282.812500 Penalty: 2537.206299
	Iteration 39Q: 3 clusters Score -526282.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -526292.312500 Penalty: 2537.206299
	Iteration 40F: 3 clusters Score -526292.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -526298.437500 Penalty: 2537.206299
	Iteration 41Q: 3 clusters Score -526298.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -526303.562500 Penalty: 2537.206299
	Iteration 42Q: 3 clusters Score -526303.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -526312.437500 Penalty: 2537.206299
	Iteration 43Q: 3 clusters Score -526312.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -526321.812500 Penalty: 2537.206299
	Iteration 44Q: 3 clusters Score -526321.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -526330.312500 Penalty: 2537.206299
	Iteration 45Q: 3 clusters Score -526330.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -526339.812500 Penalty: 2537.206299
	Iteration 46Q: 3 clusters Score -526339.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -526347.812500 Penalty: 2537.206299
	Iteration 47Q: 3 clusters Score -526347.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -526353.500000 Penalty: 2537.206299
	Iteration 48Q: 3 clusters Score -526353.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -526358.687500 Penalty: 2537.206299
	Iteration 49Q: 3 clusters Score -526358.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -526363.750000 Penalty: 2537.206299
	Iteration 50Q: 3 clusters Score -526363.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -526367.250000 Penalty: 2537.206299
	Iteration 51Q: 3 clusters Score -526367.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -526370.625000 Penalty: 2537.206299
	Iteration 52Q: 3 clusters Score -526370.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -526373.500000 Penalty: 2537.206299
	Iteration 53Q: 3 clusters Score -526373.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -526375.937500 Penalty: 2537.206299
	Iteration 54Q: 3 clusters Score -526375.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -526377.750000 Penalty: 2537.206299
	Iteration 55Q: 3 clusters Score -526377.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -526379.562500 Penalty: 2537.206299
	Iteration 56Q: 3 clusters Score -526379.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -526381.125000 Penalty: 2537.206299
	Iteration 57Q: 3 clusters Score -526381.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -526381.812500 Penalty: 2537.206299
	Iteration 58Q: 3 clusters Score -526381.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -526383.812500 Penalty: 2537.206299
	Iteration 59Q: 3 clusters Score -526383.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -526384.750000 Penalty: 2537.206299
	Iteration 60F: 3 clusters Score -526384.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -526385.437500 Penalty: 2537.206299
	Iteration 61Q: 3 clusters Score -526385.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -526386.000000 Penalty: 2537.206299
	Iteration 62Q: 3 clusters Score -526386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -526385.937500 Penalty: 2537.206299
	Iteration 63Q: 3 clusters Score -526385.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -526385.937500 Penalty: 2537.206299
	Iteration 64F: 3 clusters Score -526385.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Entering Unmasked Estep 
Score: -1216789.500000 Penalty: 1392.339722
	Iteration 0F: 2 clusters Score -1216790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1209081.500000 Penalty: 2784.679443
	Iteration 0F: 3 clusters Score -1209082 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1211654.125000 Penalty: 2784.679443
	Iteration 1F: 3 clusters Score -1211654 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1211960.750000 Penalty: 2784.679443
	Iteration 2F: 3 clusters Score -1211961 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1212222.500000 Penalty: 2784.679443
	Iteration 3F: 3 clusters Score -1212222 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1212409.500000 Penalty: 2784.679443
	Iteration 4Q: 3 clusters Score -1212410 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1212559.875000 Penalty: 2784.679443
	Iteration 5Q: 3 clusters Score -1212560 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1212708.375000 Penalty: 2784.679443
	Iteration 6Q: 3 clusters Score -1212708 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1212861.250000 Penalty: 2784.679443
	Iteration 7Q: 3 clusters Score -1212861 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1213046.000000 Penalty: 2784.679443
	Iteration 8Q: 3 clusters Score -1213046 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1213282.125000 Penalty: 2784.679443
	Iteration 9Q: 3 clusters Score -1213282 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1213561.750000 Penalty: 2784.679443
	Iteration 10Q: 3 clusters Score -1213562 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1213888.750000 Penalty: 2784.679443
	Iteration 11Q: 3 clusters Score -1213889 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1214224.250000 Penalty: 2784.679443
	Iteration 12Q: 3 clusters Score -1214224 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1214559.000000 Penalty: 2784.679443
	Iteration 13Q: 3 clusters Score -1214559 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1214843.625000 Penalty: 2784.679443
	Iteration 14Q: 3 clusters Score -1214844 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1215061.875000 Penalty: 2784.679443
	Iteration 15Q: 3 clusters Score -1215062 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1215230.750000 Penalty: 2784.679443
	Iteration 16Q: 3 clusters Score -1215231 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1215366.250000 Penalty: 2784.679443
	Iteration 17Q: 3 clusters Score -1215366 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1215471.000000 Penalty: 2784.679443
	Iteration 18Q: 3 clusters Score -1215471 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1215558.875000 Penalty: 2784.679443
	Iteration 19Q: 3 clusters Score -1215559 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1215621.375000 Penalty: 2784.679443
	Iteration 20F: 3 clusters Score -1215621 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1215653.750000 Penalty: 2784.679443
	Iteration 21Q: 3 clusters Score -1215654 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1215671.875000 Penalty: 2784.679443
	Iteration 22Q: 3 clusters Score -1215672 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1215694.000000 Penalty: 2784.679443
	Iteration 23Q: 3 clusters Score -1215694 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1215707.500000 Penalty: 2784.679443
	Iteration 24Q: 3 clusters Score -1215708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1215718.250000 Penalty: 2784.679443
	Iteration 25Q: 3 clusters Score -1215718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1215730.750000 Penalty: 2784.679443
	Iteration 26Q: 3 clusters Score -1215731 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1215742.750000 Penalty: 2784.679443
	Iteration 27Q: 3 clusters Score -1215743 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1215755.125000 Penalty: 2784.679443
	Iteration 28Q: 3 clusters Score -1215755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1215763.250000 Penalty: 2784.679443
	Iteration 29Q: 3 clusters Score -1215763 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1215771.875000 Penalty: 2784.679443
	Iteration 30Q: 3 clusters Score -1215772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1215777.500000 Penalty: 2784.679443
	Iteration 31Q: 3 clusters Score -1215778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1215783.375000 Penalty: 2784.679443
	Iteration 32Q: 3 clusters Score -1215783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1215792.125000 Penalty: 2784.679443
	Iteration 33Q: 3 clusters Score -1215792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1215793.875000 Penalty: 2784.679443
	Iteration 34Q: 3 clusters Score -1215794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1215793.875000 Penalty: 2784.679443
	Iteration 35F: 3 clusters Score -1215794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (48369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48369 members 
Entering Unmasked Estep 
Score: -4837338.000000 Penalty: 1605.048218
	Iteration 0F: 2 clusters Score -4837338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -4805868.500000 Penalty: 3210.096436
	Iteration 0F: 3 clusters Score -4805868 nChanged 22093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -4818010.500000 Penalty: 3210.096436
	Iteration 1F: 3 clusters Score -4818010 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 27241 members 
Entering Unmasked Estep 
Score: -4818884.000000 Penalty: 3210.096436
	Iteration 2Q: 3 clusters Score -4818884 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
Score: -4820019.000000 Penalty: 3210.096436
	Iteration 3F: 3 clusters Score -4820019 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 31393 members 
Entering Unmasked Estep 
Score: -4821725.000000 Penalty: 3210.096436
	Iteration 4F: 3 clusters Score -4821725 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 34508 members 
Entering Unmasked Estep 
Score: -4824192.000000 Penalty: 3210.096436
	Iteration 5F: 3 clusters Score -4824192 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 38088 members 
Entering Unmasked Estep 
Score: -4827333.000000 Penalty: 3210.096436
	Iteration 6F: 3 clusters Score -4827333 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 41452 members 
Entering Unmasked Estep 
Score: -4830404.500000 Penalty: 3210.096436
	Iteration 7F: 3 clusters Score -4830404 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 44116 members 
Entering Unmasked Estep 
Score: -4832836.000000 Penalty: 3210.096436
	Iteration 8F: 3 clusters Score -4832836 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 45812 members 
Entering Unmasked Estep 
Score: -4834369.000000 Penalty: 3210.096436
	Iteration 9Q: 3 clusters Score -4834369 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 46818 members 
Entering Unmasked Estep 
Score: -4835238.500000 Penalty: 3210.096436
	Iteration 10Q: 3 clusters Score -4835238 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 47300 members 
Entering Unmasked Estep 
Score: -4835645.500000 Penalty: 3210.096436
	Iteration 11Q: 3 clusters Score -4835646 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 47541 members 
Entering Unmasked Estep 
Score: -4835857.500000 Penalty: 3210.096436
	Iteration 12Q: 3 clusters Score -4835858 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 47660 members 
Entering Unmasked Estep 
Score: -4835996.000000 Penalty: 3210.096436
	Iteration 13Q: 3 clusters Score -4835996 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 47716 members 
Entering Unmasked Estep 
Score: -4836082.500000 Penalty: 3210.096436
	Iteration 14Q: 3 clusters Score -4836082 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 47750 members 
Entering Unmasked Estep 
Score: -4836136.500000 Penalty: 3210.096436
	Iteration 15Q: 3 clusters Score -4836136 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 47763 members 
Entering Unmasked Estep 
Score: -4836155.500000 Penalty: 3210.096436
	Iteration 16Q: 3 clusters Score -4836156 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 47780 members 
Entering Unmasked Estep 
Score: -4836184.500000 Penalty: 3210.096436
	Iteration 17Q: 3 clusters Score -4836184 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 47782 members 
Entering Unmasked Estep 
Score: -4836194.000000 Penalty: 3210.096436
	Iteration 18Q: 3 clusters Score -4836194 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 47791 members 
Entering Unmasked Estep 
Score: -4836220.500000 Penalty: 3210.096436
	Iteration 19Q: 3 clusters Score -4836220 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 47802 members 
Entering Unmasked Estep 
Score: -4836229.500000 Penalty: 3210.096436
	Iteration 20F: 3 clusters Score -4836230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 47808 members 
Entering Unmasked Estep 
Score: -4836242.500000 Penalty: 3210.096436
	Iteration 21Q: 3 clusters Score -4836242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 47807 members 
Entering Unmasked Estep 
Score: -4836244.500000 Penalty: 3210.096436
	Iteration 22Q: 3 clusters Score -4836244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 47810 members 
Entering Unmasked Estep 
Score: -4836257.000000 Penalty: 3210.096436
	Iteration 23Q: 3 clusters Score -4836257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 47812 members 
Entering Unmasked Estep 
Score: -4836262.500000 Penalty: 3210.096436
	Iteration 24Q: 3 clusters Score -4836262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 47815 members 
Entering Unmasked Estep 
Score: -4836263.500000 Penalty: 3210.096436
	Iteration 25Q: 3 clusters Score -4836264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 47818 members 
Entering Unmasked Estep 
Score: -4836275.500000 Penalty: 3210.096436
	Iteration 26Q: 3 clusters Score -4836276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 47820 members 
Entering Unmasked Estep 
Score: -4836282.000000 Penalty: 3210.096436
	Iteration 27Q: 3 clusters Score -4836282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 47823 members 
Entering Unmasked Estep 
Score: -4836283.000000 Penalty: 3210.096436
	Iteration 28Q: 3 clusters Score -4836283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 47822 members 
Entering Unmasked Estep 
Score: -4836284.500000 Penalty: 3210.096436
	Iteration 29Q: 3 clusters Score -4836284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 47825 members 
Entering Unmasked Estep 
Score: -4836289.000000 Penalty: 3210.096436
	Iteration 30Q: 3 clusters Score -4836289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 47821 members 
Entering Unmasked Estep 
Score: -4836291.500000 Penalty: 3210.096436
	Iteration 31Q: 3 clusters Score -4836292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 47817 members 
Entering Unmasked Estep 
Score: -4836295.000000 Penalty: 3210.096436
	Iteration 32Q: 3 clusters Score -4836295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 47813 members 
Entering Unmasked Estep 
Score: -4836294.500000 Penalty: 3210.096436
	Iteration 33Q: 3 clusters Score -4836294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 47815 members 
Entering Unmasked Estep 
Score: -4836293.500000 Penalty: 3210.096436
	Iteration 34Q: 3 clusters Score -4836294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 47815 members 
Entering Unmasked Estep 
Score: -4836297.500000 Penalty: 3210.096436
	Iteration 35Q: 3 clusters Score -4836298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 47816 members 
Entering Unmasked Estep 
Score: -4836300.000000 Penalty: 3210.096436
	Iteration 36Q: 3 clusters Score -4836300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 47818 members 
Entering Unmasked Estep 
Score: -4836299.000000 Penalty: 3210.096436
	Iteration 37Q: 3 clusters Score -4836299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 47816 members 
Entering Unmasked Estep 
Score: -4836298.000000 Penalty: 3210.096436
	Iteration 38Q: 3 clusters Score -4836298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 47817 members 
Entering Unmasked Estep 
Score: -4836300.500000 Penalty: 3210.096436
	Iteration 39Q: 3 clusters Score -4836300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 47818 members 
Entering Unmasked Estep 
Score: -4836307.000000 Penalty: 3210.096436
	Iteration 40F: 3 clusters Score -4836307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 47818 members 
Entering Unmasked Estep 
Score: -4836306.500000 Penalty: 3210.096436
	Iteration 41Q: 3 clusters Score -4836306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 47819 members 
Entering Unmasked Estep 
Score: -4836311.000000 Penalty: 3210.096436
	Iteration 42Q: 3 clusters Score -4836311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 47819 members 
Entering Unmasked Estep 
Score: -4836311.000000 Penalty: 3210.096436
	Iteration 43F: 3 clusters Score -4836311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (39846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39846 members 
Entering Unmasked Estep 
Score: -4131050.000000 Penalty: 1576.205322
	Iteration 0F: 2 clusters Score -4131050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -4105163.000000 Penalty: 3152.410645
	Iteration 0F: 3 clusters Score -4105163 nChanged 18206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -4115309.750000 Penalty: 3152.410645
	Iteration 1F: 3 clusters Score -4115310 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -4116007.000000 Penalty: 3152.410645
	Iteration 2Q: 3 clusters Score -4116007 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -4116790.000000 Penalty: 3152.410645
	Iteration 3Q: 3 clusters Score -4116790 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -4117723.750000 Penalty: 3152.410645
	Iteration 4Q: 3 clusters Score -4117724 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -4118904.750000 Penalty: 3152.410645
	Iteration 5F: 3 clusters Score -4118905 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -4120129.500000 Penalty: 3152.410645
	Iteration 6F: 3 clusters Score -4120130 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -4121316.500000 Penalty: 3152.410645
	Iteration 7F: 3 clusters Score -4121316 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -4122243.750000 Penalty: 3152.410645
	Iteration 8F: 3 clusters Score -4122244 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -4122987.250000 Penalty: 3152.410645
	Iteration 9Q: 3 clusters Score -4122987 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -4123563.500000 Penalty: 3152.410645
	Iteration 10Q: 3 clusters Score -4123564 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -4124061.250000 Penalty: 3152.410645
	Iteration 11Q: 3 clusters Score -4124061 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -4124528.500000 Penalty: 3152.410645
	Iteration 12Q: 3 clusters Score -4124528 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -4124972.500000 Penalty: 3152.410645
	Iteration 13Q: 3 clusters Score -4124972 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -4125310.000000 Penalty: 3152.410645
	Iteration 14Q: 3 clusters Score -4125310 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -4125628.750000 Penalty: 3152.410645
	Iteration 15Q: 3 clusters Score -4125629 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -4125910.250000 Penalty: 3152.410645
	Iteration 16Q: 3 clusters Score -4125910 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -4126135.250000 Penalty: 3152.410645
	Iteration 17Q: 3 clusters Score -4126135 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -4126368.000000 Penalty: 3152.410645
	Iteration 18Q: 3 clusters Score -4126368 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -4126575.750000 Penalty: 3152.410645
	Iteration 19Q: 3 clusters Score -4126576 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24907 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -4126779.750000 Penalty: 3152.410645
	Iteration 20F: 3 clusters Score -4126780 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -4127014.000000 Penalty: 3152.410645
	Iteration 21Q: 3 clusters Score -4127014 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26415 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -4127257.500000 Penalty: 3152.410645
	Iteration 22Q: 3 clusters Score -4127258 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -4127502.000000 Penalty: 3152.410645
	Iteration 23Q: 3 clusters Score -4127502 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28012 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -4127783.500000 Penalty: 3152.410645
	Iteration 24Q: 3 clusters Score -4127784 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28816 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -4128061.000000 Penalty: 3152.410645
	Iteration 25Q: 3 clusters Score -4128061 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29617 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -4128310.750000 Penalty: 3152.410645
	Iteration 26Q: 3 clusters Score -4128311 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30396 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -4128573.500000 Penalty: 3152.410645
	Iteration 27Q: 3 clusters Score -4128574 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31177 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -4128857.250000 Penalty: 3152.410645
	Iteration 28Q: 3 clusters Score -4128857 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31972 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -4129126.250000 Penalty: 3152.410645
	Iteration 29Q: 3 clusters Score -4129126 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32694 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -4129395.250000 Penalty: 3152.410645
	Iteration 30Q: 3 clusters Score -4129395 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33379 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -4129638.250000 Penalty: 3152.410645
	Iteration 31Q: 3 clusters Score -4129638 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33987 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -4129860.750000 Penalty: 3152.410645
	Iteration 32Q: 3 clusters Score -4129861 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34519 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -4130053.250000 Penalty: 3152.410645
	Iteration 33Q: 3 clusters Score -4130053 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34969 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -4130193.500000 Penalty: 3152.410645
	Iteration 34Q: 3 clusters Score -4130194 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35345 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -4130319.000000 Penalty: 3152.410645
	Iteration 35Q: 3 clusters Score -4130319 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35639 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -4130412.250000 Penalty: 3152.410645
	Iteration 36Q: 3 clusters Score -4130412 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35924 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -4130508.250000 Penalty: 3152.410645
	Iteration 37Q: 3 clusters Score -4130508 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36179 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -4130599.750000 Penalty: 3152.410645
	Iteration 38Q: 3 clusters Score -4130600 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36377 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -4130671.250000 Penalty: 3152.410645
	Iteration 39Q: 3 clusters Score -4130671 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36537 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -4130723.500000 Penalty: 3152.410645
	Iteration 40F: 3 clusters Score -4130724 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36673 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -4130780.000000 Penalty: 3152.410645
	Iteration 41Q: 3 clusters Score -4130780 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36767 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -4130804.000000 Penalty: 3152.410645
	Iteration 42Q: 3 clusters Score -4130804 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36842 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -4130811.250000 Penalty: 3152.410645
	Iteration 43Q: 3 clusters Score -4130811 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36914 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -4130820.750000 Penalty: 3152.410645
	Iteration 44Q: 3 clusters Score -4130821 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36982 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -4130837.750000 Penalty: 3152.410645
	Iteration 45Q: 3 clusters Score -4130838 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37021 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -4130851.000000 Penalty: 3152.410645
	Iteration 46Q: 3 clusters Score -4130851 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37052 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -4130863.000000 Penalty: 3152.410645
	Iteration 47Q: 3 clusters Score -4130863 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -4130880.250000 Penalty: 3152.410645
	Iteration 48Q: 3 clusters Score -4130880 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37130 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -4130887.500000 Penalty: 3152.410645
	Iteration 49Q: 3 clusters Score -4130888 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37151 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -4130894.500000 Penalty: 3152.410645
	Iteration 50Q: 3 clusters Score -4130894 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37172 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -4130902.750000 Penalty: 3152.410645
	Iteration 51Q: 3 clusters Score -4130903 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37187 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -4130908.250000 Penalty: 3152.410645
	Iteration 52Q: 3 clusters Score -4130908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37199 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -4130905.250000 Penalty: 3152.410645
	Iteration 53Q: 3 clusters Score -4130905 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37211 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -4130914.000000 Penalty: 3152.410645
	Iteration 54Q: 3 clusters Score -4130914 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37225 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -4130918.000000 Penalty: 3152.410645
	Iteration 55Q: 3 clusters Score -4130918 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37233 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -4130915.000000 Penalty: 3152.410645
	Iteration 56Q: 3 clusters Score -4130915 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37242 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -4130911.500000 Penalty: 3152.410645
	Iteration 57Q: 3 clusters Score -4130912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37246 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -4130909.250000 Penalty: 3152.410645
	Iteration 58Q: 3 clusters Score -4130909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37250 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -4130908.500000 Penalty: 3152.410645
	Iteration 59Q: 3 clusters Score -4130908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37252 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -4130914.500000 Penalty: 3152.410645
	Iteration 60F: 3 clusters Score -4130914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37254 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -4130911.750000 Penalty: 3152.410645
	Iteration 61Q: 3 clusters Score -4130912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37256 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -4130911.250000 Penalty: 3152.410645
	Iteration 62Q: 3 clusters Score -4130911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37257 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -4130916.000000 Penalty: 3152.410645
	Iteration 63Q: 3 clusters Score -4130916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37257 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -4130916.000000 Penalty: 3152.410645
	Iteration 64F: 3 clusters Score -4130916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -2805345.500000 Penalty: 1531.385498
	Iteration 0F: 2 clusters Score -2805346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -2786139.750000 Penalty: 3062.770996
	Iteration 0F: 3 clusters Score -2786140 nChanged 13245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -2793493.500000 Penalty: 3062.770996
	Iteration 1F: 3 clusters Score -2793494 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -2794075.250000 Penalty: 3062.770996
	Iteration 2F: 3 clusters Score -2794075 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -2794671.750000 Penalty: 3062.770996
	Iteration 3F: 3 clusters Score -2794672 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -2795320.250000 Penalty: 3062.770996
	Iteration 4Q: 3 clusters Score -2795320 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -2796086.750000 Penalty: 3062.770996
	Iteration 5F: 3 clusters Score -2796087 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -2797019.750000 Penalty: 3062.770996
	Iteration 6F: 3 clusters Score -2797020 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -2798138.250000 Penalty: 3062.770996
	Iteration 7F: 3 clusters Score -2798138 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -2799380.500000 Penalty: 3062.770996
	Iteration 8F: 3 clusters Score -2799380 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
Score: -2800540.000000 Penalty: 3062.770996
	Iteration 9F: 3 clusters Score -2800540 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
Score: -2801601.250000 Penalty: 3062.770996
	Iteration 10Q: 3 clusters Score -2801601 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -2802475.000000 Penalty: 3062.770996
	Iteration 11Q: 3 clusters Score -2802475 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 26750 members 
Entering Unmasked Estep 
Score: -2803090.250000 Penalty: 3062.770996
	Iteration 12Q: 3 clusters Score -2803090 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 27103 members 
Entering Unmasked Estep 
Score: -2803458.750000 Penalty: 3062.770996
	Iteration 13Q: 3 clusters Score -2803459 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 27332 members 
Entering Unmasked Estep 
Score: -2803624.750000 Penalty: 3062.770996
	Iteration 14Q: 3 clusters Score -2803625 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 27503 members 
Entering Unmasked Estep 
Score: -2803750.500000 Penalty: 3062.770996
	Iteration 15Q: 3 clusters Score -2803750 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 27638 members 
Entering Unmasked Estep 
Score: -2803843.250000 Penalty: 3062.770996
	Iteration 16Q: 3 clusters Score -2803843 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 27762 members 
Entering Unmasked Estep 
Score: -2803912.500000 Penalty: 3062.770996
	Iteration 17Q: 3 clusters Score -2803912 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 27849 members 
Entering Unmasked Estep 
Score: -2803962.500000 Penalty: 3062.770996
	Iteration 18Q: 3 clusters Score -2803962 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 27908 members 
Entering Unmasked Estep 
Score: -2803988.000000 Penalty: 3062.770996
	Iteration 19Q: 3 clusters Score -2803988 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 27960 members 
Entering Unmasked Estep 
Score: -2804025.500000 Penalty: 3062.770996
	Iteration 20F: 3 clusters Score -2804026 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 28008 members 
Entering Unmasked Estep 
Score: -2804056.750000 Penalty: 3062.770996
	Iteration 21Q: 3 clusters Score -2804057 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 28054 members 
Entering Unmasked Estep 
Score: -2804073.250000 Penalty: 3062.770996
	Iteration 22Q: 3 clusters Score -2804073 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 28095 members 
Entering Unmasked Estep 
Score: -2804077.000000 Penalty: 3062.770996
	Iteration 23Q: 3 clusters Score -2804077 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 28129 members 
Entering Unmasked Estep 
Score: -2804085.500000 Penalty: 3062.770996
	Iteration 24Q: 3 clusters Score -2804086 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 28157 members 
Entering Unmasked Estep 
Score: -2804104.500000 Penalty: 3062.770996
	Iteration 25Q: 3 clusters Score -2804104 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 28181 members 
Entering Unmasked Estep 
Score: -2804117.000000 Penalty: 3062.770996
	Iteration 26Q: 3 clusters Score -2804117 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 28202 members 
Entering Unmasked Estep 
Score: -2804119.250000 Penalty: 3062.770996
	Iteration 27Q: 3 clusters Score -2804119 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 28220 members 
Entering Unmasked Estep 
Score: -2804133.500000 Penalty: 3062.770996
	Iteration 28Q: 3 clusters Score -2804134 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 28230 members 
Entering Unmasked Estep 
Score: -2804144.000000 Penalty: 3062.770996
	Iteration 29Q: 3 clusters Score -2804144 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 28254 members 
Entering Unmasked Estep 
Score: -2804159.000000 Penalty: 3062.770996
	Iteration 30Q: 3 clusters Score -2804159 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 28278 members 
Entering Unmasked Estep 
Score: -2804177.000000 Penalty: 3062.770996
	Iteration 31Q: 3 clusters Score -2804177 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 28306 members 
Entering Unmasked Estep 
Score: -2804182.250000 Penalty: 3062.770996
	Iteration 32Q: 3 clusters Score -2804182 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 28325 members 
Entering Unmasked Estep 
Score: -2804197.500000 Penalty: 3062.770996
	Iteration 33Q: 3 clusters Score -2804198 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 28346 members 
Entering Unmasked Estep 
Score: -2804212.500000 Penalty: 3062.770996
	Iteration 34Q: 3 clusters Score -2804212 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 28373 members 
Entering Unmasked Estep 
Score: -2804218.750000 Penalty: 3062.770996
	Iteration 35Q: 3 clusters Score -2804219 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 28396 members 
Entering Unmasked Estep 
Score: -2804237.500000 Penalty: 3062.770996
	Iteration 36Q: 3 clusters Score -2804238 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 28413 members 
Entering Unmasked Estep 
Score: -2804241.000000 Penalty: 3062.770996
	Iteration 37Q: 3 clusters Score -2804241 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 28430 members 
Entering Unmasked Estep 
Score: -2804250.000000 Penalty: 3062.770996
	Iteration 38Q: 3 clusters Score -2804250 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 28453 members 
Entering Unmasked Estep 
Score: -2804267.750000 Penalty: 3062.770996
	Iteration 39Q: 3 clusters Score -2804268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 28468 members 
Entering Unmasked Estep 
Score: -2804266.750000 Penalty: 3062.770996
	Iteration 40F: 3 clusters Score -2804267 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 28479 members 
Entering Unmasked Estep 
Score: -2804277.250000 Penalty: 3062.770996
	Iteration 41Q: 3 clusters Score -2804277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 28485 members 
Entering Unmasked Estep 
Score: -2804285.500000 Penalty: 3062.770996
	Iteration 42Q: 3 clusters Score -2804286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 28489 members 
Entering Unmasked Estep 
Score: -2804287.000000 Penalty: 3062.770996
	Iteration 43Q: 3 clusters Score -2804287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 28493 members 
Entering Unmasked Estep 
Score: -2804289.250000 Penalty: 3062.770996
	Iteration 44Q: 3 clusters Score -2804289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 28497 members 
Entering Unmasked Estep 
Score: -2804291.500000 Penalty: 3062.770996
	Iteration 45Q: 3 clusters Score -2804292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 28504 members 
Entering Unmasked Estep 
Score: -2804296.000000 Penalty: 3062.770996
	Iteration 46Q: 3 clusters Score -2804296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 28505 members 
Entering Unmasked Estep 
Score: -2804297.500000 Penalty: 3062.770996
	Iteration 47Q: 3 clusters Score -2804298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 28505 members 
Entering Unmasked Estep 
Score: -2804297.500000 Penalty: 3062.770996
	Iteration 48F: 3 clusters Score -2804298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Entering Unmasked Estep 
Score: -1304028.375000 Penalty: 1412.866211
	Iteration 0F: 2 clusters Score -1304028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1295096.000000 Penalty: 2825.732422
	Iteration 0F: 3 clusters Score -1295096 nChanged 5716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1298112.250000 Penalty: 2825.732422
	Iteration 1F: 3 clusters Score -1298112 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1298505.875000 Penalty: 2825.732422
	Iteration 2F: 3 clusters Score -1298506 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1298847.875000 Penalty: 2825.732422
	Iteration 3F: 3 clusters Score -1298848 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1299230.000000 Penalty: 2825.732422
	Iteration 4F: 3 clusters Score -1299230 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1299680.000000 Penalty: 2825.732422
	Iteration 5F: 3 clusters Score -1299680 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1300164.500000 Penalty: 2825.732422
	Iteration 6F: 3 clusters Score -1300164 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1300689.875000 Penalty: 2825.732422
	Iteration 7F: 3 clusters Score -1300690 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1301233.625000 Penalty: 2825.732422
	Iteration 8F: 3 clusters Score -1301234 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1301713.250000 Penalty: 2825.732422
	Iteration 9Q: 3 clusters Score -1301713 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1302141.000000 Penalty: 2825.732422
	Iteration 10Q: 3 clusters Score -1302141 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1302452.625000 Penalty: 2825.732422
	Iteration 11Q: 3 clusters Score -1302453 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1302648.500000 Penalty: 2825.732422
	Iteration 12Q: 3 clusters Score -1302648 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1302792.750000 Penalty: 2825.732422
	Iteration 13Q: 3 clusters Score -1302793 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1302927.250000 Penalty: 2825.732422
	Iteration 14Q: 3 clusters Score -1302927 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1303042.500000 Penalty: 2825.732422
	Iteration 15Q: 3 clusters Score -1303042 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1303121.375000 Penalty: 2825.732422
	Iteration 16Q: 3 clusters Score -1303121 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1303181.000000 Penalty: 2825.732422
	Iteration 17Q: 3 clusters Score -1303181 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1303221.125000 Penalty: 2825.732422
	Iteration 18Q: 3 clusters Score -1303221 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1303249.625000 Penalty: 2825.732422
	Iteration 19Q: 3 clusters Score -1303250 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1303271.875000 Penalty: 2825.732422
	Iteration 20F: 3 clusters Score -1303272 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1303290.875000 Penalty: 2825.732422
	Iteration 21Q: 3 clusters Score -1303291 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1303298.125000 Penalty: 2825.732422
	Iteration 22Q: 3 clusters Score -1303298 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1303308.125000 Penalty: 2825.732422
	Iteration 23Q: 3 clusters Score -1303308 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1303312.875000 Penalty: 2825.732422
	Iteration 24Q: 3 clusters Score -1303313 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1303329.250000 Penalty: 2825.732422
	Iteration 25Q: 3 clusters Score -1303329 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1303347.000000 Penalty: 2825.732422
	Iteration 26Q: 3 clusters Score -1303347 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1303357.750000 Penalty: 2825.732422
	Iteration 27Q: 3 clusters Score -1303358 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1303369.000000 Penalty: 2825.732422
	Iteration 28Q: 3 clusters Score -1303369 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1303395.250000 Penalty: 2825.732422
	Iteration 29Q: 3 clusters Score -1303395 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1303410.875000 Penalty: 2825.732422
	Iteration 30Q: 3 clusters Score -1303411 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1303427.625000 Penalty: 2825.732422
	Iteration 31Q: 3 clusters Score -1303428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1303430.875000 Penalty: 2825.732422
	Iteration 32Q: 3 clusters Score -1303431 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1303431.000000 Penalty: 2825.732422
	Iteration 33Q: 3 clusters Score -1303431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1303437.250000 Penalty: 2825.732422
	Iteration 34Q: 3 clusters Score -1303437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1303435.875000 Penalty: 2825.732422
	Iteration 35Q: 3 clusters Score -1303436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1303446.500000 Penalty: 2825.732422
	Iteration 36Q: 3 clusters Score -1303446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1303456.625000 Penalty: 2825.732422
	Iteration 37Q: 3 clusters Score -1303457 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1303466.875000 Penalty: 2825.732422
	Iteration 38Q: 3 clusters Score -1303467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1303467.500000 Penalty: 2825.732422
	Iteration 39Q: 3 clusters Score -1303468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1303471.750000 Penalty: 2825.732422
	Iteration 40F: 3 clusters Score -1303472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1303473.000000 Penalty: 2825.732422
	Iteration 41Q: 3 clusters Score -1303473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1303475.750000 Penalty: 2825.732422
	Iteration 42Q: 3 clusters Score -1303476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1303478.375000 Penalty: 2825.732422
	Iteration 43Q: 3 clusters Score -1303478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1303479.000000 Penalty: 2825.732422
	Iteration 44Q: 3 clusters Score -1303479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1303481.000000 Penalty: 2825.732422
	Iteration 45Q: 3 clusters Score -1303481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1303482.250000 Penalty: 2825.732422
	Iteration 46Q: 3 clusters Score -1303482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1303483.875000 Penalty: 2825.732422
	Iteration 47Q: 3 clusters Score -1303484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1303484.625000 Penalty: 2825.732422
	Iteration 48Q: 3 clusters Score -1303485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1303487.125000 Penalty: 2825.732422
	Iteration 49Q: 3 clusters Score -1303487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1303490.750000 Penalty: 2825.732422
	Iteration 50Q: 3 clusters Score -1303491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1303493.250000 Penalty: 2825.732422
	Iteration 51Q: 3 clusters Score -1303493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1303501.500000 Penalty: 2825.732422
	Iteration 52Q: 3 clusters Score -1303502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1303507.250000 Penalty: 2825.732422
	Iteration 53Q: 3 clusters Score -1303507 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1303511.000000 Penalty: 2825.732422
	Iteration 54Q: 3 clusters Score -1303511 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1303518.000000 Penalty: 2825.732422
	Iteration 55Q: 3 clusters Score -1303518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1303527.000000 Penalty: 2825.732422
	Iteration 56Q: 3 clusters Score -1303527 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1303533.000000 Penalty: 2825.732422
	Iteration 57Q: 3 clusters Score -1303533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1303535.125000 Penalty: 2825.732422
	Iteration 58Q: 3 clusters Score -1303535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1303534.750000 Penalty: 2825.732422
	Iteration 59Q: 3 clusters Score -1303535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1303535.625000 Penalty: 2825.732422
	Iteration 60F: 3 clusters Score -1303536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1303537.250000 Penalty: 2825.732422
	Iteration 61Q: 3 clusters Score -1303537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1303538.500000 Penalty: 2825.732422
	Iteration 62Q: 3 clusters Score -1303538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1303540.500000 Penalty: 2825.732422
	Iteration 63Q: 3 clusters Score -1303540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1303542.250000 Penalty: 2825.732422
	Iteration 64Q: 3 clusters Score -1303542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1303544.750000 Penalty: 2825.732422
	Iteration 65Q: 3 clusters Score -1303545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1303546.250000 Penalty: 2825.732422
	Iteration 66Q: 3 clusters Score -1303546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1303544.875000 Penalty: 2825.732422
	Iteration 67Q: 3 clusters Score -1303545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1303545.500000 Penalty: 2825.732422
	Iteration 68Q: 3 clusters Score -1303546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1303545.500000 Penalty: 2825.732422
	Iteration 69F: 3 clusters Score -1303546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Entering Unmasked Estep 
Score: -154286.140625 Penalty: 1102.839600
	Iteration 0F: 2 clusters Score -154286.1 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 839 members 
Entering Unmasked Estep 
Score: -152648.062500 Penalty: 2205.679199
	Iteration 0F: 3 clusters Score -152648.1 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -153066.609375 Penalty: 2205.679199
	Iteration 1F: 3 clusters Score -153066.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -153169.281250 Penalty: 2205.679199
	Iteration 2F: 3 clusters Score -153169.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -153227.796875 Penalty: 2205.679199
	Iteration 3Q: 3 clusters Score -153227.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -153265.703125 Penalty: 2205.679199
	Iteration 4Q: 3 clusters Score -153265.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -153299.593750 Penalty: 2205.679199
	Iteration 5Q: 3 clusters Score -153299.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -153320.390625 Penalty: 2205.679199
	Iteration 6Q: 3 clusters Score -153320.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -153338.781250 Penalty: 2205.679199
	Iteration 7Q: 3 clusters Score -153338.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -153352.062500 Penalty: 2205.679199
	Iteration 8Q: 3 clusters Score -153352.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -153361.234375 Penalty: 2205.679199
	Iteration 9Q: 3 clusters Score -153361.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -153371.171875 Penalty: 2205.679199
	Iteration 10Q: 3 clusters Score -153371.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -153381.656250 Penalty: 2205.679199
	Iteration 11Q: 3 clusters Score -153381.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -153391.921875 Penalty: 2205.679199
	Iteration 12Q: 3 clusters Score -153391.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -153403.437500 Penalty: 2205.679199
	Iteration 13Q: 3 clusters Score -153403.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -153408.546875 Penalty: 2205.679199
	Iteration 14Q: 3 clusters Score -153408.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -153413.015625 Penalty: 2205.679199
	Iteration 15Q: 3 clusters Score -153413 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -153420.968750 Penalty: 2205.679199
	Iteration 16Q: 3 clusters Score -153421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -153424.687500 Penalty: 2205.679199
	Iteration 17Q: 3 clusters Score -153424.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -153427.078125 Penalty: 2205.679199
	Iteration 18Q: 3 clusters Score -153427.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -153429.390625 Penalty: 2205.679199
	Iteration 19Q: 3 clusters Score -153429.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -153430.218750 Penalty: 2205.679199
	Iteration 20F: 3 clusters Score -153430.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -153430.921875 Penalty: 2205.679199
	Iteration 21Q: 3 clusters Score -153430.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -153430.921875 Penalty: 2205.679199
	Iteration 22F: 3 clusters Score -153430.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Entering Unmasked Estep 
Score: -1246988.125000 Penalty: 1400.999756
	Iteration 0F: 2 clusters Score -1246988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1238881.875000 Penalty: 2801.999512
	Iteration 0F: 3 clusters Score -1238882 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1241695.125000 Penalty: 2801.999512
	Iteration 1F: 3 clusters Score -1241695 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1242036.375000 Penalty: 2801.999512
	Iteration 2F: 3 clusters Score -1242036 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1242315.250000 Penalty: 2801.999512
	Iteration 3Q: 3 clusters Score -1242315 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1242567.750000 Penalty: 2801.999512
	Iteration 4Q: 3 clusters Score -1242568 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1242822.375000 Penalty: 2801.999512
	Iteration 5Q: 3 clusters Score -1242822 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1243115.500000 Penalty: 2801.999512
	Iteration 6Q: 3 clusters Score -1243116 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1243468.625000 Penalty: 2801.999512
	Iteration 7Q: 3 clusters Score -1243469 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1243831.375000 Penalty: 2801.999512
	Iteration 8Q: 3 clusters Score -1243831 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1244223.750000 Penalty: 2801.999512
	Iteration 9Q: 3 clusters Score -1244224 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1244628.250000 Penalty: 2801.999512
	Iteration 10Q: 3 clusters Score -1244628 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1244985.625000 Penalty: 2801.999512
	Iteration 11Q: 3 clusters Score -1244986 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1245215.625000 Penalty: 2801.999512
	Iteration 12Q: 3 clusters Score -1245216 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1245355.000000 Penalty: 2801.999512
	Iteration 13Q: 3 clusters Score -1245355 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1245429.500000 Penalty: 2801.999512
	Iteration 14Q: 3 clusters Score -1245430 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1245482.375000 Penalty: 2801.999512
	Iteration 15Q: 3 clusters Score -1245482 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1245524.875000 Penalty: 2801.999512
	Iteration 16Q: 3 clusters Score -1245525 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1245569.250000 Penalty: 2801.999512
	Iteration 17Q: 3 clusters Score -1245569 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1245611.750000 Penalty: 2801.999512
	Iteration 18Q: 3 clusters Score -1245612 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1245644.250000 Penalty: 2801.999512
	Iteration 19Q: 3 clusters Score -1245644 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1245679.375000 Penalty: 2801.999512
	Iteration 20F: 3 clusters Score -1245679 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1245698.000000 Penalty: 2801.999512
	Iteration 21Q: 3 clusters Score -1245698 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1245714.875000 Penalty: 2801.999512
	Iteration 22Q: 3 clusters Score -1245715 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1245734.625000 Penalty: 2801.999512
	Iteration 23Q: 3 clusters Score -1245735 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1245746.500000 Penalty: 2801.999512
	Iteration 24Q: 3 clusters Score -1245746 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1245758.375000 Penalty: 2801.999512
	Iteration 25Q: 3 clusters Score -1245758 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1245767.875000 Penalty: 2801.999512
	Iteration 26Q: 3 clusters Score -1245768 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1245775.500000 Penalty: 2801.999512
	Iteration 27Q: 3 clusters Score -1245776 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1245776.000000 Penalty: 2801.999512
	Iteration 28Q: 3 clusters Score -1245776 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1245781.375000 Penalty: 2801.999512
	Iteration 29Q: 3 clusters Score -1245781 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1245785.875000 Penalty: 2801.999512
	Iteration 30Q: 3 clusters Score -1245786 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1245788.625000 Penalty: 2801.999512
	Iteration 31Q: 3 clusters Score -1245789 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1245792.000000 Penalty: 2801.999512
	Iteration 32Q: 3 clusters Score -1245792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1245793.000000 Penalty: 2801.999512
	Iteration 33Q: 3 clusters Score -1245793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1245793.375000 Penalty: 2801.999512
	Iteration 34Q: 3 clusters Score -1245793 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1245795.000000 Penalty: 2801.999512
	Iteration 35Q: 3 clusters Score -1245795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1245796.500000 Penalty: 2801.999512
	Iteration 36Q: 3 clusters Score -1245796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1245795.625000 Penalty: 2801.999512
	Iteration 37Q: 3 clusters Score -1245796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1245796.500000 Penalty: 2801.999512
	Iteration 38Q: 3 clusters Score -1245796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1245797.375000 Penalty: 2801.999512
	Iteration 39Q: 3 clusters Score -1245797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1245801.125000 Penalty: 2801.999512
	Iteration 40F: 3 clusters Score -1245801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1245805.000000 Penalty: 2801.999512
	Iteration 41Q: 3 clusters Score -1245805 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1245806.000000 Penalty: 2801.999512
	Iteration 42Q: 3 clusters Score -1245806 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1245807.125000 Penalty: 2801.999512
	Iteration 43Q: 3 clusters Score -1245807 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1245808.875000 Penalty: 2801.999512
	Iteration 44Q: 3 clusters Score -1245809 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1245814.875000 Penalty: 2801.999512
	Iteration 45Q: 3 clusters Score -1245815 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1245816.875000 Penalty: 2801.999512
	Iteration 46Q: 3 clusters Score -1245817 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1245819.250000 Penalty: 2801.999512
	Iteration 47Q: 3 clusters Score -1245819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1245822.000000 Penalty: 2801.999512
	Iteration 48Q: 3 clusters Score -1245822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1245823.750000 Penalty: 2801.999512
	Iteration 49Q: 3 clusters Score -1245824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1245823.625000 Penalty: 2801.999512
	Iteration 50Q: 3 clusters Score -1245824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1245823.625000 Penalty: 2801.999512
	Iteration 51F: 3 clusters Score -1245824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Entering Unmasked Estep 
Score: -679445.312500 Penalty: 1306.054443
	Iteration 0F: 2 clusters Score -679445.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -674841.625000 Penalty: 2612.108887
	Iteration 0F: 3 clusters Score -674841.6 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -676310.437500 Penalty: 2612.108887
	Iteration 1F: 3 clusters Score -676310.4 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -676567.500000 Penalty: 2612.108887
	Iteration 2F: 3 clusters Score -676567.5 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -676805.125000 Penalty: 2612.108887
	Iteration 3F: 3 clusters Score -676805.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -677037.562500 Penalty: 2612.108887
	Iteration 4F: 3 clusters Score -677037.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -677241.937500 Penalty: 2612.108887
	Iteration 5Q: 3 clusters Score -677241.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -677398.250000 Penalty: 2612.108887
	Iteration 6Q: 3 clusters Score -677398.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -677532.250000 Penalty: 2612.108887
	Iteration 7Q: 3 clusters Score -677532.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -677639.312500 Penalty: 2612.108887
	Iteration 8Q: 3 clusters Score -677639.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -677731.000000 Penalty: 2612.108887
	Iteration 9Q: 3 clusters Score -677731 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -677807.375000 Penalty: 2612.108887
	Iteration 10Q: 3 clusters Score -677807.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -677870.437500 Penalty: 2612.108887
	Iteration 11Q: 3 clusters Score -677870.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -677928.250000 Penalty: 2612.108887
	Iteration 12Q: 3 clusters Score -677928.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -677981.125000 Penalty: 2612.108887
	Iteration 13Q: 3 clusters Score -677981.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -678018.687500 Penalty: 2612.108887
	Iteration 14Q: 3 clusters Score -678018.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -678041.750000 Penalty: 2612.108887
	Iteration 15Q: 3 clusters Score -678041.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -678057.000000 Penalty: 2612.108887
	Iteration 16Q: 3 clusters Score -678057 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -678071.562500 Penalty: 2612.108887
	Iteration 17Q: 3 clusters Score -678071.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -678079.625000 Penalty: 2612.108887
	Iteration 18Q: 3 clusters Score -678079.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -678091.625000 Penalty: 2612.108887
	Iteration 19Q: 3 clusters Score -678091.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -678101.187500 Penalty: 2612.108887
	Iteration 20F: 3 clusters Score -678101.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -678114.125000 Penalty: 2612.108887
	Iteration 21Q: 3 clusters Score -678114.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -678121.312500 Penalty: 2612.108887
	Iteration 22Q: 3 clusters Score -678121.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -678126.500000 Penalty: 2612.108887
	Iteration 23Q: 3 clusters Score -678126.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -678129.187500 Penalty: 2612.108887
	Iteration 24Q: 3 clusters Score -678129.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -678133.500000 Penalty: 2612.108887
	Iteration 25Q: 3 clusters Score -678133.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -678139.187500 Penalty: 2612.108887
	Iteration 26Q: 3 clusters Score -678139.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -678143.187500 Penalty: 2612.108887
	Iteration 27Q: 3 clusters Score -678143.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -678147.375000 Penalty: 2612.108887
	Iteration 28Q: 3 clusters Score -678147.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -678152.062500 Penalty: 2612.108887
	Iteration 29Q: 3 clusters Score -678152.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -678158.187500 Penalty: 2612.108887
	Iteration 30Q: 3 clusters Score -678158.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -678164.375000 Penalty: 2612.108887
	Iteration 31Q: 3 clusters Score -678164.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -678169.500000 Penalty: 2612.108887
	Iteration 32Q: 3 clusters Score -678169.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -678173.750000 Penalty: 2612.108887
	Iteration 33Q: 3 clusters Score -678173.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -678176.937500 Penalty: 2612.108887
	Iteration 34Q: 3 clusters Score -678176.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -678181.437500 Penalty: 2612.108887
	Iteration 35Q: 3 clusters Score -678181.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -678183.187500 Penalty: 2612.108887
	Iteration 36Q: 3 clusters Score -678183.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -678184.187500 Penalty: 2612.108887
	Iteration 37Q: 3 clusters Score -678184.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -678184.812500 Penalty: 2612.108887
	Iteration 38Q: 3 clusters Score -678184.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -678186.125000 Penalty: 2612.108887
	Iteration 39Q: 3 clusters Score -678186.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -678187.250000 Penalty: 2612.108887
	Iteration 40F: 3 clusters Score -678187.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -678189.312500 Penalty: 2612.108887
	Iteration 41Q: 3 clusters Score -678189.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -678187.750000 Penalty: 2612.108887
	Iteration 42Q: 3 clusters Score -678187.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -678188.687500 Penalty: 2612.108887
	Iteration 43Q: 3 clusters Score -678188.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -678188.687500 Penalty: 2612.108887
	Iteration 44F: 3 clusters Score -678188.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Entering Unmasked Estep 
Score: -289267.718750 Penalty: 1180.228638
	Iteration 0F: 2 clusters Score -289267.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -286889.531250 Penalty: 2360.457275
	Iteration 0F: 3 clusters Score -286889.5 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -287520.968750 Penalty: 2360.457275
	Iteration 1F: 3 clusters Score -287521 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -287671.468750 Penalty: 2360.457275
	Iteration 2F: 3 clusters Score -287671.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -287755.937500 Penalty: 2360.457275
	Iteration 3Q: 3 clusters Score -287755.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -287821.718750 Penalty: 2360.457275
	Iteration 4Q: 3 clusters Score -287821.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -287868.375000 Penalty: 2360.457275
	Iteration 5Q: 3 clusters Score -287868.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -287904.593750 Penalty: 2360.457275
	Iteration 6Q: 3 clusters Score -287904.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -287935.531250 Penalty: 2360.457275
	Iteration 7Q: 3 clusters Score -287935.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -287947.156250 Penalty: 2360.457275
	Iteration 8Q: 3 clusters Score -287947.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -287955.062500 Penalty: 2360.457275
	Iteration 9Q: 3 clusters Score -287955.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -287962.125000 Penalty: 2360.457275
	Iteration 10Q: 3 clusters Score -287962.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -287967.625000 Penalty: 2360.457275
	Iteration 11Q: 3 clusters Score -287967.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -287971.906250 Penalty: 2360.457275
	Iteration 12Q: 3 clusters Score -287971.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -287974.718750 Penalty: 2360.457275
	Iteration 13Q: 3 clusters Score -287974.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -287979.218750 Penalty: 2360.457275
	Iteration 14Q: 3 clusters Score -287979.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -287982.250000 Penalty: 2360.457275
	Iteration 15Q: 3 clusters Score -287982.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -287987.250000 Penalty: 2360.457275
	Iteration 16Q: 3 clusters Score -287987.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -287991.687500 Penalty: 2360.457275
	Iteration 17Q: 3 clusters Score -287991.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -287996.718750 Penalty: 2360.457275
	Iteration 18Q: 3 clusters Score -287996.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -288003.750000 Penalty: 2360.457275
	Iteration 19Q: 3 clusters Score -288003.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -288012.031250 Penalty: 2360.457275
	Iteration 20F: 3 clusters Score -288012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -288017.750000 Penalty: 2360.457275
	Iteration 21Q: 3 clusters Score -288017.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -288021.250000 Penalty: 2360.457275
	Iteration 22Q: 3 clusters Score -288021.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -288024.875000 Penalty: 2360.457275
	Iteration 23Q: 3 clusters Score -288024.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -288026.312500 Penalty: 2360.457275
	Iteration 24Q: 3 clusters Score -288026.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -288028.750000 Penalty: 2360.457275
	Iteration 25Q: 3 clusters Score -288028.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -288033.156250 Penalty: 2360.457275
	Iteration 26Q: 3 clusters Score -288033.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -288040.062500 Penalty: 2360.457275
	Iteration 27Q: 3 clusters Score -288040.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -288045.312500 Penalty: 2360.457275
	Iteration 28Q: 3 clusters Score -288045.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -288047.562500 Penalty: 2360.457275
	Iteration 29Q: 3 clusters Score -288047.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -288048.375000 Penalty: 2360.457275
	Iteration 30Q: 3 clusters Score -288048.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -288048.625000 Penalty: 2360.457275
	Iteration 31Q: 3 clusters Score -288048.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -288048.625000 Penalty: 2360.457275
	Iteration 32F: 3 clusters Score -288048.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Entering Unmasked Estep 
Score: -186902.281250 Penalty: 1143.564331
	Iteration 0F: 2 clusters Score -186902.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -185068.468750 Penalty: 2287.128662
	Iteration 0F: 3 clusters Score -185068.5 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -185766.265625 Penalty: 2287.128662
	Iteration 1F: 3 clusters Score -185766.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -186013.734375 Penalty: 2287.128662
	Iteration 2F: 3 clusters Score -186013.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -186175.890625 Penalty: 2287.128662
	Iteration 3F: 3 clusters Score -186175.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -186306.250000 Penalty: 2287.128662
	Iteration 4Q: 3 clusters Score -186306.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -186378.562500 Penalty: 2287.128662
	Iteration 5Q: 3 clusters Score -186378.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -186429.390625 Penalty: 2287.128662
	Iteration 6Q: 3 clusters Score -186429.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -186470.000000 Penalty: 2287.128662
	Iteration 7Q: 3 clusters Score -186470 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -186503.500000 Penalty: 2287.128662
	Iteration 8Q: 3 clusters Score -186503.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -186531.359375 Penalty: 2287.128662
	Iteration 9Q: 3 clusters Score -186531.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -186548.593750 Penalty: 2287.128662
	Iteration 10Q: 3 clusters Score -186548.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -186562.671875 Penalty: 2287.128662
	Iteration 11Q: 3 clusters Score -186562.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -186575.578125 Penalty: 2287.128662
	Iteration 12Q: 3 clusters Score -186575.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -186587.156250 Penalty: 2287.128662
	Iteration 13Q: 3 clusters Score -186587.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -186596.359375 Penalty: 2287.128662
	Iteration 14Q: 3 clusters Score -186596.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -186602.750000 Penalty: 2287.128662
	Iteration 15Q: 3 clusters Score -186602.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -186610.359375 Penalty: 2287.128662
	Iteration 16Q: 3 clusters Score -186610.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -186614.765625 Penalty: 2287.128662
	Iteration 17Q: 3 clusters Score -186614.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -186617.750000 Penalty: 2287.128662
	Iteration 18Q: 3 clusters Score -186617.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -186622.484375 Penalty: 2287.128662
	Iteration 19Q: 3 clusters Score -186622.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -186623.687500 Penalty: 2287.128662
	Iteration 20F: 3 clusters Score -186623.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (34507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34507 members 
Entering Unmasked Estep 
Score: -3588767.250000 Penalty: 1554.798950
	Iteration 0F: 2 clusters Score -3588767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -3566416.500000 Penalty: 3109.597900
	Iteration 0F: 3 clusters Score -3566416 nChanged 15571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -3574946.250000 Penalty: 3109.597900
	Iteration 1F: 3 clusters Score -3574946 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -3575421.250000 Penalty: 3109.597900
	Iteration 2Q: 3 clusters Score -3575421 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -3575930.750000 Penalty: 3109.597900
	Iteration 3Q: 3 clusters Score -3575931 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -3576487.000000 Penalty: 3109.597900
	Iteration 4Q: 3 clusters Score -3576487 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -3577056.000000 Penalty: 3109.597900
	Iteration 5Q: 3 clusters Score -3577056 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -3577787.250000 Penalty: 3109.597900
	Iteration 6Q: 3 clusters Score -3577787 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -3578536.250000 Penalty: 3109.597900
	Iteration 7Q: 3 clusters Score -3578536 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -3579269.750000 Penalty: 3109.597900
	Iteration 8Q: 3 clusters Score -3579270 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -3579953.250000 Penalty: 3109.597900
	Iteration 9Q: 3 clusters Score -3579953 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -3580540.250000 Penalty: 3109.597900
	Iteration 10Q: 3 clusters Score -3580540 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -3581007.000000 Penalty: 3109.597900
	Iteration 11Q: 3 clusters Score -3581007 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -3581497.500000 Penalty: 3109.597900
	Iteration 12Q: 3 clusters Score -3581498 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -3581873.750000 Penalty: 3109.597900
	Iteration 13Q: 3 clusters Score -3581874 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -3582230.750000 Penalty: 3109.597900
	Iteration 14Q: 3 clusters Score -3582231 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -3582637.250000 Penalty: 3109.597900
	Iteration 15Q: 3 clusters Score -3582637 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -3582981.000000 Penalty: 3109.597900
	Iteration 16Q: 3 clusters Score -3582981 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -3583347.750000 Penalty: 3109.597900
	Iteration 17Q: 3 clusters Score -3583348 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -3583733.250000 Penalty: 3109.597900
	Iteration 18Q: 3 clusters Score -3583733 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -3584057.500000 Penalty: 3109.597900
	Iteration 19Q: 3 clusters Score -3584058 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -3584298.250000 Penalty: 3109.597900
	Iteration 20F: 3 clusters Score -3584298 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -3584432.750000 Penalty: 3109.597900
	Iteration 21Q: 3 clusters Score -3584433 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -3584522.500000 Penalty: 3109.597900
	Iteration 22Q: 3 clusters Score -3584522 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -3584600.500000 Penalty: 3109.597900
	Iteration 23Q: 3 clusters Score -3584600 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -3584682.250000 Penalty: 3109.597900
	Iteration 24Q: 3 clusters Score -3584682 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -3584746.000000 Penalty: 3109.597900
	Iteration 25Q: 3 clusters Score -3584746 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -3584819.750000 Penalty: 3109.597900
	Iteration 26Q: 3 clusters Score -3584820 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -3584881.250000 Penalty: 3109.597900
	Iteration 27Q: 3 clusters Score -3584881 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -3584922.750000 Penalty: 3109.597900
	Iteration 28Q: 3 clusters Score -3584923 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -3584955.250000 Penalty: 3109.597900
	Iteration 29Q: 3 clusters Score -3584955 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -3584989.750000 Penalty: 3109.597900
	Iteration 30Q: 3 clusters Score -3584990 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -3585025.750000 Penalty: 3109.597900
	Iteration 31Q: 3 clusters Score -3585026 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -3585067.000000 Penalty: 3109.597900
	Iteration 32Q: 3 clusters Score -3585067 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -3585085.250000 Penalty: 3109.597900
	Iteration 33Q: 3 clusters Score -3585085 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -3585116.750000 Penalty: 3109.597900
	Iteration 34Q: 3 clusters Score -3585117 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -3585156.750000 Penalty: 3109.597900
	Iteration 35Q: 3 clusters Score -3585157 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23878 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -3585171.500000 Penalty: 3109.597900
	Iteration 36Q: 3 clusters Score -3585172 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -3585205.500000 Penalty: 3109.597900
	Iteration 37Q: 3 clusters Score -3585206 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -3585214.750000 Penalty: 3109.597900
	Iteration 38Q: 3 clusters Score -3585215 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -3585246.000000 Penalty: 3109.597900
	Iteration 39Q: 3 clusters Score -3585246 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -3585275.250000 Penalty: 3109.597900
	Iteration 40F: 3 clusters Score -3585275 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -3585333.000000 Penalty: 3109.597900
	Iteration 41Q: 3 clusters Score -3585333 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24198 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -3585348.000000 Penalty: 3109.597900
	Iteration 42Q: 3 clusters Score -3585348 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -3585366.250000 Penalty: 3109.597900
	Iteration 43Q: 3 clusters Score -3585366 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -3585408.000000 Penalty: 3109.597900
	Iteration 44Q: 3 clusters Score -3585408 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -3585440.500000 Penalty: 3109.597900
	Iteration 45Q: 3 clusters Score -3585440 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -3585461.750000 Penalty: 3109.597900
	Iteration 46Q: 3 clusters Score -3585462 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24491 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -3585478.000000 Penalty: 3109.597900
	Iteration 47Q: 3 clusters Score -3585478 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24564 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -3585520.000000 Penalty: 3109.597900
	Iteration 48Q: 3 clusters Score -3585520 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -3585568.750000 Penalty: 3109.597900
	Iteration 49Q: 3 clusters Score -3585569 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24733 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -3585606.000000 Penalty: 3109.597900
	Iteration 50Q: 3 clusters Score -3585606 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -3585667.750000 Penalty: 3109.597900
	Iteration 51Q: 3 clusters Score -3585668 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -3585735.000000 Penalty: 3109.597900
	Iteration 52Q: 3 clusters Score -3585735 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -3585771.000000 Penalty: 3109.597900
	Iteration 53Q: 3 clusters Score -3585771 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25194 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -3585833.000000 Penalty: 3109.597900
	Iteration 54Q: 3 clusters Score -3585833 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -3585897.750000 Penalty: 3109.597900
	Iteration 55Q: 3 clusters Score -3585898 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25432 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -3585932.500000 Penalty: 3109.597900
	Iteration 56Q: 3 clusters Score -3585932 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -3585981.500000 Penalty: 3109.597900
	Iteration 57Q: 3 clusters Score -3585982 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25684 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -3586028.250000 Penalty: 3109.597900
	Iteration 58Q: 3 clusters Score -3586028 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -3586069.000000 Penalty: 3109.597900
	Iteration 59Q: 3 clusters Score -3586069 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25925 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -3586107.000000 Penalty: 3109.597900
	Iteration 60F: 3 clusters Score -3586107 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26017 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -3586147.750000 Penalty: 3109.597900
	Iteration 61Q: 3 clusters Score -3586148 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26089 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -3586174.750000 Penalty: 3109.597900
	Iteration 62Q: 3 clusters Score -3586175 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26158 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -3586199.500000 Penalty: 3109.597900
	Iteration 63Q: 3 clusters Score -3586200 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26241 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -3586216.750000 Penalty: 3109.597900
	Iteration 64Q: 3 clusters Score -3586217 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26327 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -3586228.000000 Penalty: 3109.597900
	Iteration 65Q: 3 clusters Score -3586228 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26390 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -3586239.500000 Penalty: 3109.597900
	Iteration 66Q: 3 clusters Score -3586240 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26454 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -3586255.000000 Penalty: 3109.597900
	Iteration 67Q: 3 clusters Score -3586255 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26516 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -3586258.750000 Penalty: 3109.597900
	Iteration 68Q: 3 clusters Score -3586259 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26570 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -3586270.750000 Penalty: 3109.597900
	Iteration 69Q: 3 clusters Score -3586271 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26624 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -3586287.750000 Penalty: 3109.597900
	Iteration 70Q: 3 clusters Score -3586288 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26674 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -3586293.000000 Penalty: 3109.597900
	Iteration 71Q: 3 clusters Score -3586293 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26736 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -3586299.250000 Penalty: 3109.597900
	Iteration 72Q: 3 clusters Score -3586299 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -3586321.500000 Penalty: 3109.597900
	Iteration 73Q: 3 clusters Score -3586322 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26871 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -3586356.750000 Penalty: 3109.597900
	Iteration 74Q: 3 clusters Score -3586357 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26930 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -3586362.000000 Penalty: 3109.597900
	Iteration 75Q: 3 clusters Score -3586362 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27007 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -3586372.000000 Penalty: 3109.597900
	Iteration 76Q: 3 clusters Score -3586372 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27066 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -3586386.250000 Penalty: 3109.597900
	Iteration 77Q: 3 clusters Score -3586386 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27126 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -3586399.000000 Penalty: 3109.597900
	Iteration 78Q: 3 clusters Score -3586399 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27193 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -3586414.750000 Penalty: 3109.597900
	Iteration 79Q: 3 clusters Score -3586415 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -3586420.250000 Penalty: 3109.597900
	Iteration 80F: 3 clusters Score -3586420 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27338 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -3586429.250000 Penalty: 3109.597900
	Iteration 81Q: 3 clusters Score -3586429 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27398 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -3586448.500000 Penalty: 3109.597900
	Iteration 82Q: 3 clusters Score -3586448 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -3586451.000000 Penalty: 3109.597900
	Iteration 83Q: 3 clusters Score -3586451 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27529 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -3586456.750000 Penalty: 3109.597900
	Iteration 84Q: 3 clusters Score -3586457 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27584 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -3586459.750000 Penalty: 3109.597900
	Iteration 85Q: 3 clusters Score -3586460 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27639 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -3586470.000000 Penalty: 3109.597900
	Iteration 86Q: 3 clusters Score -3586470 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27692 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -3586479.750000 Penalty: 3109.597900
	Iteration 87Q: 3 clusters Score -3586480 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27747 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -3586488.000000 Penalty: 3109.597900
	Iteration 88Q: 3 clusters Score -3586488 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27804 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -3586499.000000 Penalty: 3109.597900
	Iteration 89Q: 3 clusters Score -3586499 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27873 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -3586513.250000 Penalty: 3109.597900
	Iteration 90Q: 3 clusters Score -3586513 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27957 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -3586534.500000 Penalty: 3109.597900
	Iteration 91Q: 3 clusters Score -3586534 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28032 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -3586533.250000 Penalty: 3109.597900
	Iteration 92Q: 3 clusters Score -3586533 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -3586535.000000 Penalty: 3109.597900
	Iteration 93Q: 3 clusters Score -3586535 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28152 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -3586544.000000 Penalty: 3109.597900
	Iteration 94Q: 3 clusters Score -3586544 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28214 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -3586541.750000 Penalty: 3109.597900
	Iteration 95Q: 3 clusters Score -3586542 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -3586553.750000 Penalty: 3109.597900
	Iteration 96Q: 3 clusters Score -3586554 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28346 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -3586564.500000 Penalty: 3109.597900
	Iteration 97Q: 3 clusters Score -3586564 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28410 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -3586578.500000 Penalty: 3109.597900
	Iteration 98Q: 3 clusters Score -3586578 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -3586581.000000 Penalty: 3109.597900
	Iteration 99Q: 3 clusters Score -3586581 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28500 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -3586594.250000 Penalty: 3109.597900
	Iteration 100F: 3 clusters Score -3586594 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28549 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -3586601.000000 Penalty: 3109.597900
	Iteration 101Q: 3 clusters Score -3586601 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28599 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -3586595.000000 Penalty: 3109.597900
	Iteration 102Q: 3 clusters Score -3586595 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28658 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -3586600.250000 Penalty: 3109.597900
	Iteration 103Q: 3 clusters Score -3586600 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28730 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -3586616.750000 Penalty: 3109.597900
	Iteration 104Q: 3 clusters Score -3586617 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28806 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -3586629.500000 Penalty: 3109.597900
	Iteration 105Q: 3 clusters Score -3586630 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28876 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -3586638.500000 Penalty: 3109.597900
	Iteration 106Q: 3 clusters Score -3586638 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28945 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -3586650.250000 Penalty: 3109.597900
	Iteration 107Q: 3 clusters Score -3586650 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29010 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -3586666.250000 Penalty: 3109.597900
	Iteration 108Q: 3 clusters Score -3586666 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29064 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -3586666.250000 Penalty: 3109.597900
	Iteration 109Q: 3 clusters Score -3586666 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29127 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -3586679.000000 Penalty: 3109.597900
	Iteration 110Q: 3 clusters Score -3586679 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29169 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -3586685.500000 Penalty: 3109.597900
	Iteration 111Q: 3 clusters Score -3586686 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29210 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -3586691.250000 Penalty: 3109.597900
	Iteration 112Q: 3 clusters Score -3586691 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29256 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -3586694.500000 Penalty: 3109.597900
	Iteration 113Q: 3 clusters Score -3586694 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -3586710.500000 Penalty: 3109.597900
	Iteration 114Q: 3 clusters Score -3586710 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29345 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -3586712.500000 Penalty: 3109.597900
	Iteration 115Q: 3 clusters Score -3586712 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29390 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -3586723.500000 Penalty: 3109.597900
	Iteration 116Q: 3 clusters Score -3586724 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29442 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -3586731.750000 Penalty: 3109.597900
	Iteration 117Q: 3 clusters Score -3586732 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29489 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -3586735.000000 Penalty: 3109.597900
	Iteration 118Q: 3 clusters Score -3586735 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29541 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -3586752.500000 Penalty: 3109.597900
	Iteration 119Q: 3 clusters Score -3586752 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29599 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -3586765.250000 Penalty: 3109.597900
	Iteration 120F: 3 clusters Score -3586765 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29655 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -3586772.000000 Penalty: 3109.597900
	Iteration 121Q: 3 clusters Score -3586772 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29711 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -3586778.000000 Penalty: 3109.597900
	Iteration 122Q: 3 clusters Score -3586778 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29768 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -3586783.250000 Penalty: 3109.597900
	Iteration 123Q: 3 clusters Score -3586783 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29813 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -3586784.250000 Penalty: 3109.597900
	Iteration 124Q: 3 clusters Score -3586784 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29856 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -3586795.750000 Penalty: 3109.597900
	Iteration 125Q: 3 clusters Score -3586796 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29893 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -3586804.250000 Penalty: 3109.597900
	Iteration 126Q: 3 clusters Score -3586804 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29930 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -3586807.250000 Penalty: 3109.597900
	Iteration 127Q: 3 clusters Score -3586807 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29969 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -3586804.750000 Penalty: 3109.597900
	Iteration 128Q: 3 clusters Score -3586805 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30012 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -3586808.500000 Penalty: 3109.597900
	Iteration 129Q: 3 clusters Score -3586808 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30046 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -3586812.000000 Penalty: 3109.597900
	Iteration 130Q: 3 clusters Score -3586812 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30073 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -3586811.500000 Penalty: 3109.597900
	Iteration 131Q: 3 clusters Score -3586812 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30103 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -3586809.500000 Penalty: 3109.597900
	Iteration 132Q: 3 clusters Score -3586810 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30131 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -3586807.250000 Penalty: 3109.597900
	Iteration 133Q: 3 clusters Score -3586807 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30158 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -3586815.500000 Penalty: 3109.597900
	Iteration 134Q: 3 clusters Score -3586816 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30193 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -3586829.500000 Penalty: 3109.597900
	Iteration 135Q: 3 clusters Score -3586830 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30230 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -3586841.750000 Penalty: 3109.597900
	Iteration 136Q: 3 clusters Score -3586842 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30265 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -3586836.250000 Penalty: 3109.597900
	Iteration 137Q: 3 clusters Score -3586836 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30305 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -3586845.750000 Penalty: 3109.597900
	Iteration 138Q: 3 clusters Score -3586846 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30350 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -3586857.000000 Penalty: 3109.597900
	Iteration 139Q: 3 clusters Score -3586857 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30400 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -3586877.000000 Penalty: 3109.597900
	Iteration 140F: 3 clusters Score -3586877 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30443 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -3586892.000000 Penalty: 3109.597900
	Iteration 141Q: 3 clusters Score -3586892 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30482 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -3586895.500000 Penalty: 3109.597900
	Iteration 142Q: 3 clusters Score -3586896 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30518 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -3586901.000000 Penalty: 3109.597900
	Iteration 143Q: 3 clusters Score -3586901 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30561 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -3586908.000000 Penalty: 3109.597900
	Iteration 144Q: 3 clusters Score -3586908 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30600 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -3586913.250000 Penalty: 3109.597900
	Iteration 145Q: 3 clusters Score -3586913 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30643 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -3586925.750000 Penalty: 3109.597900
	Iteration 146Q: 3 clusters Score -3586926 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -3586926.750000 Penalty: 3109.597900
	Iteration 147Q: 3 clusters Score -3586927 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30729 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -3586945.500000 Penalty: 3109.597900
	Iteration 148Q: 3 clusters Score -3586946 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30780 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -3586954.500000 Penalty: 3109.597900
	Iteration 149Q: 3 clusters Score -3586954 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30814 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -3586958.000000 Penalty: 3109.597900
	Iteration 150Q: 3 clusters Score -3586958 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30840 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -3586963.250000 Penalty: 3109.597900
	Iteration 151Q: 3 clusters Score -3586963 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30863 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -3586970.250000 Penalty: 3109.597900
	Iteration 152Q: 3 clusters Score -3586970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30879 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -3586973.500000 Penalty: 3109.597900
	Iteration 153Q: 3 clusters Score -3586974 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30901 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -3586972.250000 Penalty: 3109.597900
	Iteration 154Q: 3 clusters Score -3586972 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30932 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -3586973.000000 Penalty: 3109.597900
	Iteration 155Q: 3 clusters Score -3586973 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30960 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -3586986.000000 Penalty: 3109.597900
	Iteration 156Q: 3 clusters Score -3586986 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30983 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -3587000.500000 Penalty: 3109.597900
	Iteration 157Q: 3 clusters Score -3587000 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30996 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -3586993.500000 Penalty: 3109.597900
	Iteration 158Q: 3 clusters Score -3586994 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31010 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -3586996.500000 Penalty: 3109.597900
	Iteration 159Q: 3 clusters Score -3586996 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31029 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -3586993.750000 Penalty: 3109.597900
	Iteration 160F: 3 clusters Score -3586994 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31053 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -3587006.000000 Penalty: 3109.597900
	Iteration 161Q: 3 clusters Score -3587006 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31077 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -3587008.000000 Penalty: 3109.597900
	Iteration 162Q: 3 clusters Score -3587008 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31105 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -3587014.750000 Penalty: 3109.597900
	Iteration 163Q: 3 clusters Score -3587015 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31131 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -3587014.750000 Penalty: 3109.597900
	Iteration 164Q: 3 clusters Score -3587015 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31151 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -3587012.000000 Penalty: 3109.597900
	Iteration 165Q: 3 clusters Score -3587012 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31172 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -3587018.250000 Penalty: 3109.597900
	Iteration 166Q: 3 clusters Score -3587018 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31192 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -3587018.250000 Penalty: 3109.597900
	Iteration 167Q: 3 clusters Score -3587018 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31211 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -3587019.750000 Penalty: 3109.597900
	Iteration 168Q: 3 clusters Score -3587020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31228 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -3587019.500000 Penalty: 3109.597900
	Iteration 169Q: 3 clusters Score -3587020 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31248 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -3587020.500000 Penalty: 3109.597900
	Iteration 170Q: 3 clusters Score -3587020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31265 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -3587024.250000 Penalty: 3109.597900
	Iteration 171Q: 3 clusters Score -3587024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31276 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -3587027.000000 Penalty: 3109.597900
	Iteration 172Q: 3 clusters Score -3587027 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31287 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -3587024.750000 Penalty: 3109.597900
	Iteration 173Q: 3 clusters Score -3587025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31292 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -3587029.250000 Penalty: 3109.597900
	Iteration 174Q: 3 clusters Score -3587029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31298 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -3587033.500000 Penalty: 3109.597900
	Iteration 175Q: 3 clusters Score -3587034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31308 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -3587031.750000 Penalty: 3109.597900
	Iteration 176Q: 3 clusters Score -3587032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31319 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -3587035.750000 Penalty: 3109.597900
	Iteration 177Q: 3 clusters Score -3587036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31332 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -3587044.500000 Penalty: 3109.597900
	Iteration 178Q: 3 clusters Score -3587044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31345 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -3587046.750000 Penalty: 3109.597900
	Iteration 179Q: 3 clusters Score -3587047 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31356 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -3587045.750000 Penalty: 3109.597900
	Iteration 180F: 3 clusters Score -3587046 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31375 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -3587045.750000 Penalty: 3109.597900
	Iteration 181Q: 3 clusters Score -3587046 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31391 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -3587049.500000 Penalty: 3109.597900
	Iteration 182Q: 3 clusters Score -3587050 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31411 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -3587044.750000 Penalty: 3109.597900
	Iteration 183Q: 3 clusters Score -3587045 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31436 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -3587051.250000 Penalty: 3109.597900
	Iteration 184Q: 3 clusters Score -3587051 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31462 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -3587057.750000 Penalty: 3109.597900
	Iteration 185Q: 3 clusters Score -3587058 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31498 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -3587069.000000 Penalty: 3109.597900
	Iteration 186Q: 3 clusters Score -3587069 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31533 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -3587068.750000 Penalty: 3109.597900
	Iteration 187Q: 3 clusters Score -3587069 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -3587076.750000 Penalty: 3109.597900
	Iteration 188Q: 3 clusters Score -3587077 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31606 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -3587089.750000 Penalty: 3109.597900
	Iteration 189Q: 3 clusters Score -3587090 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31653 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -3587096.500000 Penalty: 3109.597900
	Iteration 190Q: 3 clusters Score -3587096 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31702 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -3587106.500000 Penalty: 3109.597900
	Iteration 191Q: 3 clusters Score -3587106 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31744 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -3587115.250000 Penalty: 3109.597900
	Iteration 192Q: 3 clusters Score -3587115 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31783 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -3587126.000000 Penalty: 3109.597900
	Iteration 193Q: 3 clusters Score -3587126 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31816 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -3587127.000000 Penalty: 3109.597900
	Iteration 194Q: 3 clusters Score -3587127 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31847 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -3587134.750000 Penalty: 3109.597900
	Iteration 195Q: 3 clusters Score -3587135 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31884 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -3587141.500000 Penalty: 3109.597900
	Iteration 196Q: 3 clusters Score -3587142 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31926 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -3587146.000000 Penalty: 3109.597900
	Iteration 197Q: 3 clusters Score -3587146 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31970 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -3587155.000000 Penalty: 3109.597900
	Iteration 198Q: 3 clusters Score -3587155 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32017 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -3587170.750000 Penalty: 3109.597900
	Iteration 199Q: 3 clusters Score -3587171 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32056 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -3587180.250000 Penalty: 3109.597900
	Iteration 200F: 3 clusters Score -3587180 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32096 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -3587199.000000 Penalty: 3109.597900
	Iteration 201Q: 3 clusters Score -3587199 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32140 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -3587223.500000 Penalty: 3109.597900
	Iteration 202Q: 3 clusters Score -3587224 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32185 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -3587232.250000 Penalty: 3109.597900
	Iteration 203Q: 3 clusters Score -3587232 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32227 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -3587247.750000 Penalty: 3109.597900
	Iteration 204Q: 3 clusters Score -3587248 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32271 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -3587251.750000 Penalty: 3109.597900
	Iteration 205Q: 3 clusters Score -3587252 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32320 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -3587273.750000 Penalty: 3109.597900
	Iteration 206Q: 3 clusters Score -3587274 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32365 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -3587283.500000 Penalty: 3109.597900
	Iteration 207Q: 3 clusters Score -3587284 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32416 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -3587305.750000 Penalty: 3109.597900
	Iteration 208Q: 3 clusters Score -3587306 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32464 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -3587319.000000 Penalty: 3109.597900
	Iteration 209Q: 3 clusters Score -3587319 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32510 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -3587337.500000 Penalty: 3109.597900
	Iteration 210Q: 3 clusters Score -3587338 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32550 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -3587347.750000 Penalty: 3109.597900
	Iteration 211Q: 3 clusters Score -3587348 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32586 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -3587362.500000 Penalty: 3109.597900
	Iteration 212Q: 3 clusters Score -3587362 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32619 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -3587366.250000 Penalty: 3109.597900
	Iteration 213Q: 3 clusters Score -3587366 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32646 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -3587382.000000 Penalty: 3109.597900
	Iteration 214Q: 3 clusters Score -3587382 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32679 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -3587389.250000 Penalty: 3109.597900
	Iteration 215Q: 3 clusters Score -3587389 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32709 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -3587398.250000 Penalty: 3109.597900
	Iteration 216Q: 3 clusters Score -3587398 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32732 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -3587409.000000 Penalty: 3109.597900
	Iteration 217Q: 3 clusters Score -3587409 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32747 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -3587414.000000 Penalty: 3109.597900
	Iteration 218Q: 3 clusters Score -3587414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32760 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -3587416.000000 Penalty: 3109.597900
	Iteration 219Q: 3 clusters Score -3587416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32775 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -3587415.250000 Penalty: 3109.597900
	Iteration 220F: 3 clusters Score -3587415 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32789 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -3587421.000000 Penalty: 3109.597900
	Iteration 221Q: 3 clusters Score -3587421 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32805 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -3587428.250000 Penalty: 3109.597900
	Iteration 222Q: 3 clusters Score -3587428 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32826 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -3587426.250000 Penalty: 3109.597900
	Iteration 223Q: 3 clusters Score -3587426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32835 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -3587430.000000 Penalty: 3109.597900
	Iteration 224Q: 3 clusters Score -3587430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32844 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -3587427.750000 Penalty: 3109.597900
	Iteration 225Q: 3 clusters Score -3587428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32852 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -3587429.500000 Penalty: 3109.597900
	Iteration 226Q: 3 clusters Score -3587430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32865 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -3587440.500000 Penalty: 3109.597900
	Iteration 227Q: 3 clusters Score -3587440 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32881 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -3587438.500000 Penalty: 3109.597900
	Iteration 228Q: 3 clusters Score -3587438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32892 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -3587446.250000 Penalty: 3109.597900
	Iteration 229Q: 3 clusters Score -3587446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32905 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -3587447.750000 Penalty: 3109.597900
	Iteration 230Q: 3 clusters Score -3587448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32914 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -3587452.250000 Penalty: 3109.597900
	Iteration 231Q: 3 clusters Score -3587452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32922 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -3587452.750000 Penalty: 3109.597900
	Iteration 232Q: 3 clusters Score -3587453 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32939 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -3587456.500000 Penalty: 3109.597900
	Iteration 233Q: 3 clusters Score -3587456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32951 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -3587453.250000 Penalty: 3109.597900
	Iteration 234Q: 3 clusters Score -3587453 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32960 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -3587460.750000 Penalty: 3109.597900
	Iteration 235Q: 3 clusters Score -3587461 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32970 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -3587461.500000 Penalty: 3109.597900
	Iteration 236Q: 3 clusters Score -3587462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32978 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -3587458.000000 Penalty: 3109.597900
	Iteration 237Q: 3 clusters Score -3587458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32986 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -3587467.500000 Penalty: 3109.597900
	Iteration 238Q: 3 clusters Score -3587468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32998 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -3587467.500000 Penalty: 3109.597900
	Iteration 239Q: 3 clusters Score -3587468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33006 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -3587473.000000 Penalty: 3109.597900
	Iteration 240F: 3 clusters Score -3587473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33014 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -3587474.500000 Penalty: 3109.597900
	Iteration 241Q: 3 clusters Score -3587474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33024 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -3587483.000000 Penalty: 3109.597900
	Iteration 242Q: 3 clusters Score -3587483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33031 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -3587483.750000 Penalty: 3109.597900
	Iteration 243Q: 3 clusters Score -3587484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33037 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -3587483.500000 Penalty: 3109.597900
	Iteration 244Q: 3 clusters Score -3587484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33043 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -3587490.500000 Penalty: 3109.597900
	Iteration 245Q: 3 clusters Score -3587490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33049 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -3587493.750000 Penalty: 3109.597900
	Iteration 246Q: 3 clusters Score -3587494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33058 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -3587498.500000 Penalty: 3109.597900
	Iteration 247Q: 3 clusters Score -3587498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33064 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -3587501.250000 Penalty: 3109.597900
	Iteration 248Q: 3 clusters Score -3587501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33071 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -3587496.000000 Penalty: 3109.597900
	Iteration 249Q: 3 clusters Score -3587496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33081 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -3587501.250000 Penalty: 3109.597900
	Iteration 250Q: 3 clusters Score -3587501 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33088 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -3587500.500000 Penalty: 3109.597900
	Iteration 251Q: 3 clusters Score -3587500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33098 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -3587506.000000 Penalty: 3109.597900
	Iteration 252Q: 3 clusters Score -3587506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33106 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -3587509.000000 Penalty: 3109.597900
	Iteration 253Q: 3 clusters Score -3587509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33114 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -3587506.000000 Penalty: 3109.597900
	Iteration 254Q: 3 clusters Score -3587506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33125 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -3587515.000000 Penalty: 3109.597900
	Iteration 255Q: 3 clusters Score -3587515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33130 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -3587514.500000 Penalty: 3109.597900
	Iteration 256Q: 3 clusters Score -3587514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33135 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -3587513.250000 Penalty: 3109.597900
	Iteration 257Q: 3 clusters Score -3587513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33139 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -3587518.000000 Penalty: 3109.597900
	Iteration 258Q: 3 clusters Score -3587518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33140 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -3587517.250000 Penalty: 3109.597900
	Iteration 259Q: 3 clusters Score -3587517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33142 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -3587512.250000 Penalty: 3109.597900
	Iteration 260F: 3 clusters Score -3587512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33144 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3587512.500000 Penalty: 3109.597900
	Iteration 261Q: 3 clusters Score -3587512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33147 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -3587514.000000 Penalty: 3109.597900
	Iteration 262Q: 3 clusters Score -3587514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33151 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -3587511.000000 Penalty: 3109.597900
	Iteration 263Q: 3 clusters Score -3587511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33152 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3587512.000000 Penalty: 3109.597900
	Iteration 264Q: 3 clusters Score -3587512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33152 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3587512.000000 Penalty: 3109.597900
	Iteration 265F: 3 clusters Score -3587512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Entering Unmasked Estep 
Score: -1034796.437500 Penalty: 1372.023438
	Iteration 0F: 2 clusters Score -1034796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1027882.250000 Penalty: 2744.046875
	Iteration 0F: 3 clusters Score -1027882 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1030202.687500 Penalty: 2744.046875
	Iteration 1F: 3 clusters Score -1030203 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1030453.750000 Penalty: 2744.046875
	Iteration 2F: 3 clusters Score -1030454 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1030617.125000 Penalty: 2744.046875
	Iteration 3Q: 3 clusters Score -1030617 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1030741.312500 Penalty: 2744.046875
	Iteration 4Q: 3 clusters Score -1030741 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1030853.000000 Penalty: 2744.046875
	Iteration 5Q: 3 clusters Score -1030853 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1030954.750000 Penalty: 2744.046875
	Iteration 6Q: 3 clusters Score -1030955 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1031036.437500 Penalty: 2744.046875
	Iteration 7Q: 3 clusters Score -1031036 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1031112.000000 Penalty: 2744.046875
	Iteration 8Q: 3 clusters Score -1031112 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1031178.187500 Penalty: 2744.046875
	Iteration 9Q: 3 clusters Score -1031178 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1031234.312500 Penalty: 2744.046875
	Iteration 10Q: 3 clusters Score -1031234 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1031286.562500 Penalty: 2744.046875
	Iteration 11Q: 3 clusters Score -1031287 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1031333.875000 Penalty: 2744.046875
	Iteration 12Q: 3 clusters Score -1031334 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1031372.500000 Penalty: 2744.046875
	Iteration 13Q: 3 clusters Score -1031372 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1031412.375000 Penalty: 2744.046875
	Iteration 14Q: 3 clusters Score -1031412 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1031450.812500 Penalty: 2744.046875
	Iteration 15Q: 3 clusters Score -1031451 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1031501.625000 Penalty: 2744.046875
	Iteration 16Q: 3 clusters Score -1031502 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1031552.625000 Penalty: 2744.046875
	Iteration 17Q: 3 clusters Score -1031553 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1031602.875000 Penalty: 2744.046875
	Iteration 18Q: 3 clusters Score -1031603 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1031659.312500 Penalty: 2744.046875
	Iteration 19Q: 3 clusters Score -1031659 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1031708.375000 Penalty: 2744.046875
	Iteration 20F: 3 clusters Score -1031708 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1031755.250000 Penalty: 2744.046875
	Iteration 21Q: 3 clusters Score -1031755 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1031815.062500 Penalty: 2744.046875
	Iteration 22Q: 3 clusters Score -1031815 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1031900.125000 Penalty: 2744.046875
	Iteration 23Q: 3 clusters Score -1031900 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1032025.875000 Penalty: 2744.046875
	Iteration 24Q: 3 clusters Score -1032026 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1032187.750000 Penalty: 2744.046875
	Iteration 25Q: 3 clusters Score -1032188 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1032379.812500 Penalty: 2744.046875
	Iteration 26Q: 3 clusters Score -1032380 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1032587.687500 Penalty: 2744.046875
	Iteration 27Q: 3 clusters Score -1032588 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1032784.500000 Penalty: 2744.046875
	Iteration 28Q: 3 clusters Score -1032784 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1032998.500000 Penalty: 2744.046875
	Iteration 29Q: 3 clusters Score -1032998 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1033200.937500 Penalty: 2744.046875
	Iteration 30Q: 3 clusters Score -1033201 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1033353.437500 Penalty: 2744.046875
	Iteration 31Q: 3 clusters Score -1033353 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1033480.812500 Penalty: 2744.046875
	Iteration 32Q: 3 clusters Score -1033481 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1033572.437500 Penalty: 2744.046875
	Iteration 33Q: 3 clusters Score -1033572 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1033632.562500 Penalty: 2744.046875
	Iteration 34Q: 3 clusters Score -1033633 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1033672.875000 Penalty: 2744.046875
	Iteration 35Q: 3 clusters Score -1033673 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1033701.500000 Penalty: 2744.046875
	Iteration 36Q: 3 clusters Score -1033702 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1033722.000000 Penalty: 2744.046875
	Iteration 37Q: 3 clusters Score -1033722 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1033743.625000 Penalty: 2744.046875
	Iteration 38Q: 3 clusters Score -1033744 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1033761.562500 Penalty: 2744.046875
	Iteration 39Q: 3 clusters Score -1033762 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1033785.125000 Penalty: 2744.046875
	Iteration 40F: 3 clusters Score -1033785 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1033805.375000 Penalty: 2744.046875
	Iteration 41Q: 3 clusters Score -1033805 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1033818.375000 Penalty: 2744.046875
	Iteration 42Q: 3 clusters Score -1033818 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1033828.500000 Penalty: 2744.046875
	Iteration 43Q: 3 clusters Score -1033828 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1033834.125000 Penalty: 2744.046875
	Iteration 44Q: 3 clusters Score -1033834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1033838.687500 Penalty: 2744.046875
	Iteration 45Q: 3 clusters Score -1033839 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1033843.937500 Penalty: 2744.046875
	Iteration 46Q: 3 clusters Score -1033844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1033846.312500 Penalty: 2744.046875
	Iteration 47Q: 3 clusters Score -1033846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1033848.875000 Penalty: 2744.046875
	Iteration 48Q: 3 clusters Score -1033849 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1033848.437500 Penalty: 2744.046875
	Iteration 49Q: 3 clusters Score -1033848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1033851.375000 Penalty: 2744.046875
	Iteration 50Q: 3 clusters Score -1033851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1033852.750000 Penalty: 2744.046875
	Iteration 51Q: 3 clusters Score -1033853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1033851.437500 Penalty: 2744.046875
	Iteration 52Q: 3 clusters Score -1033851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1033853.875000 Penalty: 2744.046875
	Iteration 53Q: 3 clusters Score -1033854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1033852.500000 Penalty: 2744.046875
	Iteration 54Q: 3 clusters Score -1033852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1033854.062500 Penalty: 2744.046875
	Iteration 55Q: 3 clusters Score -1033854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1033854.125000 Penalty: 2744.046875
	Iteration 56Q: 3 clusters Score -1033854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1033853.875000 Penalty: 2744.046875
	Iteration 57Q: 3 clusters Score -1033854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1033856.875000 Penalty: 2744.046875
	Iteration 58Q: 3 clusters Score -1033857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1033856.500000 Penalty: 2744.046875
	Iteration 59Q: 3 clusters Score -1033856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1033854.687500 Penalty: 2744.046875
	Iteration 60F: 3 clusters Score -1033855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1033855.125000 Penalty: 2744.046875
	Iteration 61Q: 3 clusters Score -1033855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1033857.062500 Penalty: 2744.046875
	Iteration 62Q: 3 clusters Score -1033857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1033858.937500 Penalty: 2744.046875
	Iteration 63Q: 3 clusters Score -1033859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1033861.312500 Penalty: 2744.046875
	Iteration 64Q: 3 clusters Score -1033861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1033864.187500 Penalty: 2744.046875
	Iteration 65Q: 3 clusters Score -1033864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1033868.125000 Penalty: 2744.046875
	Iteration 66Q: 3 clusters Score -1033868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1033869.062500 Penalty: 2744.046875
	Iteration 67Q: 3 clusters Score -1033869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1033872.875000 Penalty: 2744.046875
	Iteration 68Q: 3 clusters Score -1033873 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1033876.687500 Penalty: 2744.046875
	Iteration 69Q: 3 clusters Score -1033877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1033877.687500 Penalty: 2744.046875
	Iteration 70Q: 3 clusters Score -1033878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1033881.625000 Penalty: 2744.046875
	Iteration 71Q: 3 clusters Score -1033882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1033887.000000 Penalty: 2744.046875
	Iteration 72Q: 3 clusters Score -1033887 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1033888.812500 Penalty: 2744.046875
	Iteration 73Q: 3 clusters Score -1033889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1033890.812500 Penalty: 2744.046875
	Iteration 74Q: 3 clusters Score -1033891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1033894.312500 Penalty: 2744.046875
	Iteration 75Q: 3 clusters Score -1033894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1033895.500000 Penalty: 2744.046875
	Iteration 76Q: 3 clusters Score -1033896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1033896.625000 Penalty: 2744.046875
	Iteration 77Q: 3 clusters Score -1033897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1033898.500000 Penalty: 2744.046875
	Iteration 78Q: 3 clusters Score -1033898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1033898.062500 Penalty: 2744.046875
	Iteration 79Q: 3 clusters Score -1033898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1033899.687500 Penalty: 2744.046875
	Iteration 80F: 3 clusters Score -1033900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1033900.312500 Penalty: 2744.046875
	Iteration 81Q: 3 clusters Score -1033900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1033903.687500 Penalty: 2744.046875
	Iteration 82Q: 3 clusters Score -1033904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1033904.125000 Penalty: 2744.046875
	Iteration 83Q: 3 clusters Score -1033904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1033904.500000 Penalty: 2744.046875
	Iteration 84Q: 3 clusters Score -1033904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1033904.125000 Penalty: 2744.046875
	Iteration 85Q: 3 clusters Score -1033904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1033905.062500 Penalty: 2744.046875
	Iteration 86Q: 3 clusters Score -1033905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1033906.562500 Penalty: 2744.046875
	Iteration 87Q: 3 clusters Score -1033907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1033908.000000 Penalty: 2744.046875
	Iteration 88Q: 3 clusters Score -1033908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1033910.062500 Penalty: 2744.046875
	Iteration 89Q: 3 clusters Score -1033910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1033913.812500 Penalty: 2744.046875
	Iteration 90Q: 3 clusters Score -1033914 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1033918.437500 Penalty: 2744.046875
	Iteration 91Q: 3 clusters Score -1033918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1033921.625000 Penalty: 2744.046875
	Iteration 92Q: 3 clusters Score -1033922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1033922.687500 Penalty: 2744.046875
	Iteration 93Q: 3 clusters Score -1033923 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1033926.937500 Penalty: 2744.046875
	Iteration 94Q: 3 clusters Score -1033927 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1033929.687500 Penalty: 2744.046875
	Iteration 95Q: 3 clusters Score -1033930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1033934.875000 Penalty: 2744.046875
	Iteration 96Q: 3 clusters Score -1033935 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1033935.187500 Penalty: 2744.046875
	Iteration 97Q: 3 clusters Score -1033935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1033937.000000 Penalty: 2744.046875
	Iteration 98Q: 3 clusters Score -1033937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1033938.250000 Penalty: 2744.046875
	Iteration 99Q: 3 clusters Score -1033938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1033938.500000 Penalty: 2744.046875
	Iteration 100F: 3 clusters Score -1033938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Entering Unmasked Estep 
Score: -232603.406250 Penalty: 1170.454224
	Iteration 0F: 2 clusters Score -232603.4 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 1253 members 
Entering Unmasked Estep 
Score: -230397.609375 Penalty: 2340.908447
	Iteration 0F: 3 clusters Score -230397.6 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -231066.734375 Penalty: 2340.908447
	Iteration 1F: 3 clusters Score -231066.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -231303.078125 Penalty: 2340.908447
	Iteration 2F: 3 clusters Score -231303.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -231484.406250 Penalty: 2340.908447
	Iteration 3F: 3 clusters Score -231484.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -231617.125000 Penalty: 2340.908447
	Iteration 4Q: 3 clusters Score -231617.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -231697.640625 Penalty: 2340.908447
	Iteration 5Q: 3 clusters Score -231697.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -231766.125000 Penalty: 2340.908447
	Iteration 6Q: 3 clusters Score -231766.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -231811.859375 Penalty: 2340.908447
	Iteration 7Q: 3 clusters Score -231811.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -231855.937500 Penalty: 2340.908447
	Iteration 8Q: 3 clusters Score -231855.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -231886.953125 Penalty: 2340.908447
	Iteration 9Q: 3 clusters Score -231887 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -231909.421875 Penalty: 2340.908447
	Iteration 10Q: 3 clusters Score -231909.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -231930.234375 Penalty: 2340.908447
	Iteration 11Q: 3 clusters Score -231930.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -231946.500000 Penalty: 2340.908447
	Iteration 12Q: 3 clusters Score -231946.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -231967.687500 Penalty: 2340.908447
	Iteration 13Q: 3 clusters Score -231967.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -231979.515625 Penalty: 2340.908447
	Iteration 14Q: 3 clusters Score -231979.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -231989.578125 Penalty: 2340.908447
	Iteration 15Q: 3 clusters Score -231989.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -232003.515625 Penalty: 2340.908447
	Iteration 16Q: 3 clusters Score -232003.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -232012.640625 Penalty: 2340.908447
	Iteration 17Q: 3 clusters Score -232012.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -232022.062500 Penalty: 2340.908447
	Iteration 18Q: 3 clusters Score -232022.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -232031.718750 Penalty: 2340.908447
	Iteration 19Q: 3 clusters Score -232031.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -232040.671875 Penalty: 2340.908447
	Iteration 20F: 3 clusters Score -232040.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -232047.906250 Penalty: 2340.908447
	Iteration 21Q: 3 clusters Score -232047.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -232053.171875 Penalty: 2340.908447
	Iteration 22Q: 3 clusters Score -232053.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -232057.203125 Penalty: 2340.908447
	Iteration 23Q: 3 clusters Score -232057.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -232059.156250 Penalty: 2340.908447
	Iteration 24Q: 3 clusters Score -232059.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -232060.359375 Penalty: 2340.908447
	Iteration 25Q: 3 clusters Score -232060.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -232062.265625 Penalty: 2340.908447
	Iteration 26Q: 3 clusters Score -232062.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -232064.546875 Penalty: 2340.908447
	Iteration 27Q: 3 clusters Score -232064.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -232065.859375 Penalty: 2340.908447
	Iteration 28Q: 3 clusters Score -232065.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -232068.203125 Penalty: 2340.908447
	Iteration 29Q: 3 clusters Score -232068.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -232071.187500 Penalty: 2340.908447
	Iteration 30Q: 3 clusters Score -232071.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -232076.031250 Penalty: 2340.908447
	Iteration 31Q: 3 clusters Score -232076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -232079.609375 Penalty: 2340.908447
	Iteration 32Q: 3 clusters Score -232079.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -232083.687500 Penalty: 2340.908447
	Iteration 33Q: 3 clusters Score -232083.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -232087.625000 Penalty: 2340.908447
	Iteration 34Q: 3 clusters Score -232087.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -232091.203125 Penalty: 2340.908447
	Iteration 35Q: 3 clusters Score -232091.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -232094.390625 Penalty: 2340.908447
	Iteration 36Q: 3 clusters Score -232094.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -232097.421875 Penalty: 2340.908447
	Iteration 37Q: 3 clusters Score -232097.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -232099.656250 Penalty: 2340.908447
	Iteration 38Q: 3 clusters Score -232099.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -232101.312500 Penalty: 2340.908447
	Iteration 39Q: 3 clusters Score -232101.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -232103.421875 Penalty: 2340.908447
	Iteration 40F: 3 clusters Score -232103.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -232106.250000 Penalty: 2340.908447
	Iteration 41Q: 3 clusters Score -232106.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -232106.421875 Penalty: 2340.908447
	Iteration 42Q: 3 clusters Score -232106.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -232107.109375 Penalty: 2340.908447
	Iteration 43Q: 3 clusters Score -232107.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -232107.109375 Penalty: 2340.908447
	Iteration 44F: 3 clusters Score -232107.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -730191.000000 Penalty: 1330.890869
	Iteration 0F: 2 clusters Score -730191 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -724973.750000 Penalty: 2661.781738
	Iteration 0F: 3 clusters Score -724973.8 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -726627.187500 Penalty: 2661.781738
	Iteration 1F: 3 clusters Score -726627.2 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -726921.625000 Penalty: 2661.781738
	Iteration 2F: 3 clusters Score -726921.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -727142.687500 Penalty: 2661.781738
	Iteration 3F: 3 clusters Score -727142.7 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -727343.187500 Penalty: 2661.781738
	Iteration 4Q: 3 clusters Score -727343.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -727518.500000 Penalty: 2661.781738
	Iteration 5Q: 3 clusters Score -727518.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -727711.562500 Penalty: 2661.781738
	Iteration 6Q: 3 clusters Score -727711.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -727886.062500 Penalty: 2661.781738
	Iteration 7Q: 3 clusters Score -727886.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -728053.937500 Penalty: 2661.781738
	Iteration 8Q: 3 clusters Score -728053.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -728238.562500 Penalty: 2661.781738
	Iteration 9Q: 3 clusters Score -728238.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -728404.375000 Penalty: 2661.781738
	Iteration 10Q: 3 clusters Score -728404.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -728576.687500 Penalty: 2661.781738
	Iteration 11Q: 3 clusters Score -728576.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -728744.500000 Penalty: 2661.781738
	Iteration 12Q: 3 clusters Score -728744.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -728895.500000 Penalty: 2661.781738
	Iteration 13Q: 3 clusters Score -728895.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -729053.687500 Penalty: 2661.781738
	Iteration 14Q: 3 clusters Score -729053.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -729227.375000 Penalty: 2661.781738
	Iteration 15Q: 3 clusters Score -729227.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -729369.562500 Penalty: 2661.781738
	Iteration 16Q: 3 clusters Score -729369.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -729477.500000 Penalty: 2661.781738
	Iteration 17Q: 3 clusters Score -729477.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -729546.625000 Penalty: 2661.781738
	Iteration 18Q: 3 clusters Score -729546.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -729612.562500 Penalty: 2661.781738
	Iteration 19Q: 3 clusters Score -729612.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -729669.937500 Penalty: 2661.781738
	Iteration 20F: 3 clusters Score -729669.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -729723.312500 Penalty: 2661.781738
	Iteration 21Q: 3 clusters Score -729723.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -729773.125000 Penalty: 2661.781738
	Iteration 22Q: 3 clusters Score -729773.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -729813.625000 Penalty: 2661.781738
	Iteration 23Q: 3 clusters Score -729813.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -729846.125000 Penalty: 2661.781738
	Iteration 24Q: 3 clusters Score -729846.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -729870.250000 Penalty: 2661.781738
	Iteration 25Q: 3 clusters Score -729870.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -729894.625000 Penalty: 2661.781738
	Iteration 26Q: 3 clusters Score -729894.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -729917.062500 Penalty: 2661.781738
	Iteration 27Q: 3 clusters Score -729917.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -729935.312500 Penalty: 2661.781738
	Iteration 28Q: 3 clusters Score -729935.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -729946.000000 Penalty: 2661.781738
	Iteration 29Q: 3 clusters Score -729946 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -729954.312500 Penalty: 2661.781738
	Iteration 30Q: 3 clusters Score -729954.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -729959.750000 Penalty: 2661.781738
	Iteration 31Q: 3 clusters Score -729959.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -729965.125000 Penalty: 2661.781738
	Iteration 32Q: 3 clusters Score -729965.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -729968.562500 Penalty: 2661.781738
	Iteration 33Q: 3 clusters Score -729968.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -729972.250000 Penalty: 2661.781738
	Iteration 34Q: 3 clusters Score -729972.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -729975.562500 Penalty: 2661.781738
	Iteration 35Q: 3 clusters Score -729975.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -729977.875000 Penalty: 2661.781738
	Iteration 36Q: 3 clusters Score -729977.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -729980.250000 Penalty: 2661.781738
	Iteration 37Q: 3 clusters Score -729980.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -729981.437500 Penalty: 2661.781738
	Iteration 38Q: 3 clusters Score -729981.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -729981.687500 Penalty: 2661.781738
	Iteration 39Q: 3 clusters Score -729981.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -729981.250000 Penalty: 2661.781738
	Iteration 40F: 3 clusters Score -729981.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -729982.937500 Penalty: 2661.781738
	Iteration 41Q: 3 clusters Score -729982.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -729983.812500 Penalty: 2661.781738
	Iteration 42Q: 3 clusters Score -729983.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -729982.750000 Penalty: 2661.781738
	Iteration 43Q: 3 clusters Score -729982.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -729982.750000 Penalty: 2661.781738
	Iteration 44F: 3 clusters Score -729982.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -459490.718750 Penalty: 1262.641968
	Iteration 0F: 2 clusters Score -459490.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -455952.781250 Penalty: 2525.283936
	Iteration 0F: 3 clusters Score -455952.8 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -457066.625000 Penalty: 2525.283936
	Iteration 1F: 3 clusters Score -457066.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -457305.062500 Penalty: 2525.283936
	Iteration 2F: 3 clusters Score -457305.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -457462.250000 Penalty: 2525.283936
	Iteration 3F: 3 clusters Score -457462.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -457552.562500 Penalty: 2525.283936
	Iteration 4Q: 3 clusters Score -457552.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -457629.250000 Penalty: 2525.283936
	Iteration 5Q: 3 clusters Score -457629.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -457697.562500 Penalty: 2525.283936
	Iteration 6Q: 3 clusters Score -457697.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -457759.500000 Penalty: 2525.283936
	Iteration 7Q: 3 clusters Score -457759.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -457810.843750 Penalty: 2525.283936
	Iteration 8Q: 3 clusters Score -457810.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -457846.312500 Penalty: 2525.283936
	Iteration 9Q: 3 clusters Score -457846.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -457871.843750 Penalty: 2525.283936
	Iteration 10Q: 3 clusters Score -457871.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -457889.937500 Penalty: 2525.283936
	Iteration 11Q: 3 clusters Score -457889.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -457903.250000 Penalty: 2525.283936
	Iteration 12Q: 3 clusters Score -457903.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -457916.218750 Penalty: 2525.283936
	Iteration 13Q: 3 clusters Score -457916.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -457921.906250 Penalty: 2525.283936
	Iteration 14Q: 3 clusters Score -457921.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -457929.250000 Penalty: 2525.283936
	Iteration 15Q: 3 clusters Score -457929.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -457936.312500 Penalty: 2525.283936
	Iteration 16Q: 3 clusters Score -457936.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -457948.812500 Penalty: 2525.283936
	Iteration 17Q: 3 clusters Score -457948.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -457964.187500 Penalty: 2525.283936
	Iteration 18Q: 3 clusters Score -457964.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -457981.062500 Penalty: 2525.283936
	Iteration 19Q: 3 clusters Score -457981.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -457997.875000 Penalty: 2525.283936
	Iteration 20F: 3 clusters Score -457997.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -458018.312500 Penalty: 2525.283936
	Iteration 21Q: 3 clusters Score -458018.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -458039.437500 Penalty: 2525.283936
	Iteration 22Q: 3 clusters Score -458039.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -458071.468750 Penalty: 2525.283936
	Iteration 23Q: 3 clusters Score -458071.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -458119.906250 Penalty: 2525.283936
	Iteration 24Q: 3 clusters Score -458119.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -458174.375000 Penalty: 2525.283936
	Iteration 25Q: 3 clusters Score -458174.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -458221.562500 Penalty: 2525.283936
	Iteration 26Q: 3 clusters Score -458221.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -458283.125000 Penalty: 2525.283936
	Iteration 27Q: 3 clusters Score -458283.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -458347.687500 Penalty: 2525.283936
	Iteration 28Q: 3 clusters Score -458347.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -458415.406250 Penalty: 2525.283936
	Iteration 29Q: 3 clusters Score -458415.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -458480.062500 Penalty: 2525.283936
	Iteration 30Q: 3 clusters Score -458480.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -458538.281250 Penalty: 2525.283936
	Iteration 31Q: 3 clusters Score -458538.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -458579.437500 Penalty: 2525.283936
	Iteration 32Q: 3 clusters Score -458579.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -458610.437500 Penalty: 2525.283936
	Iteration 33Q: 3 clusters Score -458610.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -458642.031250 Penalty: 2525.283936
	Iteration 34Q: 3 clusters Score -458642 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -458674.312500 Penalty: 2525.283936
	Iteration 35Q: 3 clusters Score -458674.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -458699.000000 Penalty: 2525.283936
	Iteration 36Q: 3 clusters Score -458699 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -458721.750000 Penalty: 2525.283936
	Iteration 37Q: 3 clusters Score -458721.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -458751.187500 Penalty: 2525.283936
	Iteration 38Q: 3 clusters Score -458751.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -458783.000000 Penalty: 2525.283936
	Iteration 39Q: 3 clusters Score -458783 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -458814.187500 Penalty: 2525.283936
	Iteration 40F: 3 clusters Score -458814.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -458832.500000 Penalty: 2525.283936
	Iteration 41Q: 3 clusters Score -458832.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -458847.781250 Penalty: 2525.283936
	Iteration 42Q: 3 clusters Score -458847.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -458860.718750 Penalty: 2525.283936
	Iteration 43Q: 3 clusters Score -458860.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -458870.250000 Penalty: 2525.283936
	Iteration 44Q: 3 clusters Score -458870.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -458882.625000 Penalty: 2525.283936
	Iteration 45Q: 3 clusters Score -458882.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -458888.500000 Penalty: 2525.283936
	Iteration 46Q: 3 clusters Score -458888.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -458894.281250 Penalty: 2525.283936
	Iteration 47Q: 3 clusters Score -458894.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -458900.343750 Penalty: 2525.283936
	Iteration 48Q: 3 clusters Score -458900.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -458907.343750 Penalty: 2525.283936
	Iteration 49Q: 3 clusters Score -458907.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -458915.750000 Penalty: 2525.283936
	Iteration 50Q: 3 clusters Score -458915.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -458921.375000 Penalty: 2525.283936
	Iteration 51Q: 3 clusters Score -458921.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -458929.031250 Penalty: 2525.283936
	Iteration 52Q: 3 clusters Score -458929 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -458937.156250 Penalty: 2525.283936
	Iteration 53Q: 3 clusters Score -458937.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -458942.843750 Penalty: 2525.283936
	Iteration 54Q: 3 clusters Score -458942.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -458951.187500 Penalty: 2525.283936
	Iteration 55Q: 3 clusters Score -458951.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -458954.875000 Penalty: 2525.283936
	Iteration 56Q: 3 clusters Score -458954.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -458961.437500 Penalty: 2525.283936
	Iteration 57Q: 3 clusters Score -458961.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -458971.125000 Penalty: 2525.283936
	Iteration 58Q: 3 clusters Score -458971.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -458981.593750 Penalty: 2525.283936
	Iteration 59Q: 3 clusters Score -458981.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -458989.625000 Penalty: 2525.283936
	Iteration 60F: 3 clusters Score -458989.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -458994.531250 Penalty: 2525.283936
	Iteration 61Q: 3 clusters Score -458994.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -458999.375000 Penalty: 2525.283936
	Iteration 62Q: 3 clusters Score -458999.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -459003.968750 Penalty: 2525.283936
	Iteration 63Q: 3 clusters Score -459004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -459005.656250 Penalty: 2525.283936
	Iteration 64Q: 3 clusters Score -459005.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -459007.187500 Penalty: 2525.283936
	Iteration 65Q: 3 clusters Score -459007.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -459007.562500 Penalty: 2525.283936
	Iteration 66Q: 3 clusters Score -459007.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -459007.562500 Penalty: 2525.283936
	Iteration 67F: 3 clusters Score -459007.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Entering Unmasked Estep 
Score: -409794.625000 Penalty: 1249.011597
	Iteration 0F: 2 clusters Score -409794.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -406441.656250 Penalty: 2498.023193
	Iteration 0F: 3 clusters Score -406441.7 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -407454.656250 Penalty: 2498.023193
	Iteration 1F: 3 clusters Score -407454.7 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -407706.562500 Penalty: 2498.023193
	Iteration 2F: 3 clusters Score -407706.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -407836.156250 Penalty: 2498.023193
	Iteration 3F: 3 clusters Score -407836.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -407932.843750 Penalty: 2498.023193
	Iteration 4Q: 3 clusters Score -407932.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -408021.875000 Penalty: 2498.023193
	Iteration 5Q: 3 clusters Score -408021.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -408097.187500 Penalty: 2498.023193
	Iteration 6Q: 3 clusters Score -408097.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -408159.031250 Penalty: 2498.023193
	Iteration 7Q: 3 clusters Score -408159 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -408218.875000 Penalty: 2498.023193
	Iteration 8Q: 3 clusters Score -408218.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -408276.343750 Penalty: 2498.023193
	Iteration 9Q: 3 clusters Score -408276.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -408342.781250 Penalty: 2498.023193
	Iteration 10Q: 3 clusters Score -408342.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -408398.218750 Penalty: 2498.023193
	Iteration 11Q: 3 clusters Score -408398.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -408447.125000 Penalty: 2498.023193
	Iteration 12Q: 3 clusters Score -408447.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -408508.187500 Penalty: 2498.023193
	Iteration 13Q: 3 clusters Score -408508.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -408565.281250 Penalty: 2498.023193
	Iteration 14Q: 3 clusters Score -408565.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -408615.625000 Penalty: 2498.023193
	Iteration 15Q: 3 clusters Score -408615.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -408665.625000 Penalty: 2498.023193
	Iteration 16Q: 3 clusters Score -408665.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -408699.687500 Penalty: 2498.023193
	Iteration 17Q: 3 clusters Score -408699.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -408728.750000 Penalty: 2498.023193
	Iteration 18Q: 3 clusters Score -408728.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -408757.187500 Penalty: 2498.023193
	Iteration 19Q: 3 clusters Score -408757.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -408783.562500 Penalty: 2498.023193
	Iteration 20F: 3 clusters Score -408783.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -408804.593750 Penalty: 2498.023193
	Iteration 21Q: 3 clusters Score -408804.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -408819.625000 Penalty: 2498.023193
	Iteration 22Q: 3 clusters Score -408819.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -408832.281250 Penalty: 2498.023193
	Iteration 23Q: 3 clusters Score -408832.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -408841.406250 Penalty: 2498.023193
	Iteration 24Q: 3 clusters Score -408841.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -408848.593750 Penalty: 2498.023193
	Iteration 25Q: 3 clusters Score -408848.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -408854.312500 Penalty: 2498.023193
	Iteration 26Q: 3 clusters Score -408854.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -408857.625000 Penalty: 2498.023193
	Iteration 27Q: 3 clusters Score -408857.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -408861.906250 Penalty: 2498.023193
	Iteration 28Q: 3 clusters Score -408861.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -408864.000000 Penalty: 2498.023193
	Iteration 29Q: 3 clusters Score -408864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -408865.718750 Penalty: 2498.023193
	Iteration 30Q: 3 clusters Score -408865.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -408866.875000 Penalty: 2498.023193
	Iteration 31Q: 3 clusters Score -408866.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -408868.281250 Penalty: 2498.023193
	Iteration 32Q: 3 clusters Score -408868.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -408868.812500 Penalty: 2498.023193
	Iteration 33Q: 3 clusters Score -408868.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -408869.531250 Penalty: 2498.023193
	Iteration 34Q: 3 clusters Score -408869.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -408871.218750 Penalty: 2498.023193
	Iteration 35Q: 3 clusters Score -408871.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -408871.937500 Penalty: 2498.023193
	Iteration 36Q: 3 clusters Score -408871.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -408871.968750 Penalty: 2498.023193
	Iteration 37Q: 3 clusters Score -408872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -408872.093750 Penalty: 2498.023193
	Iteration 38Q: 3 clusters Score -408872.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -408872.906250 Penalty: 2498.023193
	Iteration 39Q: 3 clusters Score -408872.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -408872.906250 Penalty: 2498.023193
	Iteration 40F: 3 clusters Score -408872.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Entering Unmasked Estep 
Score: -1619969.750000 Penalty: 1435.442017
	Iteration 0F: 2 clusters Score -1619970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1609823.500000 Penalty: 2870.884033
	Iteration 0F: 3 clusters Score -1609824 nChanged 6644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1613451.000000 Penalty: 2870.884033
	Iteration 1F: 3 clusters Score -1613451 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1613988.500000 Penalty: 2870.884033
	Iteration 2F: 3 clusters Score -1613988 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1614482.875000 Penalty: 2870.884033
	Iteration 3F: 3 clusters Score -1614483 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1614973.000000 Penalty: 2870.884033
	Iteration 4F: 3 clusters Score -1614973 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1615371.375000 Penalty: 2870.884033
	Iteration 5F: 3 clusters Score -1615371 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1615729.000000 Penalty: 2870.884033
	Iteration 6Q: 3 clusters Score -1615729 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1616009.875000 Penalty: 2870.884033
	Iteration 7Q: 3 clusters Score -1616010 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1616239.875000 Penalty: 2870.884033
	Iteration 8Q: 3 clusters Score -1616240 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1616435.000000 Penalty: 2870.884033
	Iteration 9Q: 3 clusters Score -1616435 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1616587.500000 Penalty: 2870.884033
	Iteration 10Q: 3 clusters Score -1616588 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1616709.625000 Penalty: 2870.884033
	Iteration 11Q: 3 clusters Score -1616710 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1616825.625000 Penalty: 2870.884033
	Iteration 12Q: 3 clusters Score -1616826 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1616957.250000 Penalty: 2870.884033
	Iteration 13Q: 3 clusters Score -1616957 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1617071.250000 Penalty: 2870.884033
	Iteration 14Q: 3 clusters Score -1617071 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1617169.000000 Penalty: 2870.884033
	Iteration 15Q: 3 clusters Score -1617169 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -1617281.125000 Penalty: 2870.884033
	Iteration 16Q: 3 clusters Score -1617281 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -1617380.750000 Penalty: 2870.884033
	Iteration 17Q: 3 clusters Score -1617381 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -1617486.625000 Penalty: 2870.884033
	Iteration 18Q: 3 clusters Score -1617487 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -1617587.375000 Penalty: 2870.884033
	Iteration 19Q: 3 clusters Score -1617587 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -1617705.875000 Penalty: 2870.884033
	Iteration 20F: 3 clusters Score -1617706 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -1617826.250000 Penalty: 2870.884033
	Iteration 21Q: 3 clusters Score -1617826 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -1617931.375000 Penalty: 2870.884033
	Iteration 22Q: 3 clusters Score -1617931 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -1618001.125000 Penalty: 2870.884033
	Iteration 23Q: 3 clusters Score -1618001 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -1618050.625000 Penalty: 2870.884033
	Iteration 24Q: 3 clusters Score -1618051 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -1618086.250000 Penalty: 2870.884033
	Iteration 25Q: 3 clusters Score -1618086 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -1618127.125000 Penalty: 2870.884033
	Iteration 26Q: 3 clusters Score -1618127 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -1618168.500000 Penalty: 2870.884033
	Iteration 27Q: 3 clusters Score -1618168 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -1618196.125000 Penalty: 2870.884033
	Iteration 28Q: 3 clusters Score -1618196 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -1618233.375000 Penalty: 2870.884033
	Iteration 29Q: 3 clusters Score -1618233 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -1618253.875000 Penalty: 2870.884033
	Iteration 30Q: 3 clusters Score -1618254 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -1618276.875000 Penalty: 2870.884033
	Iteration 31Q: 3 clusters Score -1618277 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -1618305.625000 Penalty: 2870.884033
	Iteration 32Q: 3 clusters Score -1618306 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -1618332.125000 Penalty: 2870.884033
	Iteration 33Q: 3 clusters Score -1618332 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -1618352.125000 Penalty: 2870.884033
	Iteration 34Q: 3 clusters Score -1618352 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -1618374.625000 Penalty: 2870.884033
	Iteration 35Q: 3 clusters Score -1618375 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -1618395.500000 Penalty: 2870.884033
	Iteration 36Q: 3 clusters Score -1618396 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -1618411.375000 Penalty: 2870.884033
	Iteration 37Q: 3 clusters Score -1618411 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -1618432.250000 Penalty: 2870.884033
	Iteration 38Q: 3 clusters Score -1618432 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -1618447.625000 Penalty: 2870.884033
	Iteration 39Q: 3 clusters Score -1618448 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -1618456.875000 Penalty: 2870.884033
	Iteration 40F: 3 clusters Score -1618457 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -1618467.750000 Penalty: 2870.884033
	Iteration 41Q: 3 clusters Score -1618468 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -1618480.125000 Penalty: 2870.884033
	Iteration 42Q: 3 clusters Score -1618480 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -1618490.500000 Penalty: 2870.884033
	Iteration 43Q: 3 clusters Score -1618490 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -1618495.375000 Penalty: 2870.884033
	Iteration 44Q: 3 clusters Score -1618495 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -1618500.875000 Penalty: 2870.884033
	Iteration 45Q: 3 clusters Score -1618501 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -1618504.750000 Penalty: 2870.884033
	Iteration 46Q: 3 clusters Score -1618505 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -1618514.000000 Penalty: 2870.884033
	Iteration 47Q: 3 clusters Score -1618514 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -1618526.500000 Penalty: 2870.884033
	Iteration 48Q: 3 clusters Score -1618526 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -1618533.875000 Penalty: 2870.884033
	Iteration 49Q: 3 clusters Score -1618534 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -1618542.375000 Penalty: 2870.884033
	Iteration 50Q: 3 clusters Score -1618542 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -1618549.625000 Penalty: 2870.884033
	Iteration 51Q: 3 clusters Score -1618550 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -1618554.750000 Penalty: 2870.884033
	Iteration 52Q: 3 clusters Score -1618555 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -1618564.125000 Penalty: 2870.884033
	Iteration 53Q: 3 clusters Score -1618564 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -1618573.750000 Penalty: 2870.884033
	Iteration 54Q: 3 clusters Score -1618574 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -1618583.375000 Penalty: 2870.884033
	Iteration 55Q: 3 clusters Score -1618583 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -1618601.625000 Penalty: 2870.884033
	Iteration 56Q: 3 clusters Score -1618602 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -1618619.125000 Penalty: 2870.884033
	Iteration 57Q: 3 clusters Score -1618619 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -1618627.625000 Penalty: 2870.884033
	Iteration 58Q: 3 clusters Score -1618628 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -1618640.625000 Penalty: 2870.884033
	Iteration 59Q: 3 clusters Score -1618641 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -1618663.000000 Penalty: 2870.884033
	Iteration 60F: 3 clusters Score -1618663 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -1618679.125000 Penalty: 2870.884033
	Iteration 61Q: 3 clusters Score -1618679 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -1618693.625000 Penalty: 2870.884033
	Iteration 62Q: 3 clusters Score -1618694 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -1618709.625000 Penalty: 2870.884033
	Iteration 63Q: 3 clusters Score -1618710 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -1618718.875000 Penalty: 2870.884033
	Iteration 64Q: 3 clusters Score -1618719 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -1618730.000000 Penalty: 2870.884033
	Iteration 65Q: 3 clusters Score -1618730 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -1618741.625000 Penalty: 2870.884033
	Iteration 66Q: 3 clusters Score -1618742 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -1618763.625000 Penalty: 2870.884033
	Iteration 67Q: 3 clusters Score -1618764 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -1618775.625000 Penalty: 2870.884033
	Iteration 68Q: 3 clusters Score -1618776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -1618782.875000 Penalty: 2870.884033
	Iteration 69Q: 3 clusters Score -1618783 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -1618785.875000 Penalty: 2870.884033
	Iteration 70Q: 3 clusters Score -1618786 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -1618791.875000 Penalty: 2870.884033
	Iteration 71Q: 3 clusters Score -1618792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -1618796.625000 Penalty: 2870.884033
	Iteration 72Q: 3 clusters Score -1618797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -1618797.500000 Penalty: 2870.884033
	Iteration 73Q: 3 clusters Score -1618798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -1618799.000000 Penalty: 2870.884033
	Iteration 74Q: 3 clusters Score -1618799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -1618801.125000 Penalty: 2870.884033
	Iteration 75Q: 3 clusters Score -1618801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -1618804.375000 Penalty: 2870.884033
	Iteration 76Q: 3 clusters Score -1618804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -1618806.625000 Penalty: 2870.884033
	Iteration 77Q: 3 clusters Score -1618807 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -1618806.750000 Penalty: 2870.884033
	Iteration 78Q: 3 clusters Score -1618807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -1618807.500000 Penalty: 2870.884033
	Iteration 79Q: 3 clusters Score -1618808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -1618810.375000 Penalty: 2870.884033
	Iteration 80F: 3 clusters Score -1618810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -1618817.250000 Penalty: 2870.884033
	Iteration 81Q: 3 clusters Score -1618817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -1618818.750000 Penalty: 2870.884033
	Iteration 82Q: 3 clusters Score -1618819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -1618820.750000 Penalty: 2870.884033
	Iteration 83Q: 3 clusters Score -1618821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -1618825.375000 Penalty: 2870.884033
	Iteration 84Q: 3 clusters Score -1618825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -1618829.500000 Penalty: 2870.884033
	Iteration 85Q: 3 clusters Score -1618830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -1618829.375000 Penalty: 2870.884033
	Iteration 86Q: 3 clusters Score -1618829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -1618830.750000 Penalty: 2870.884033
	Iteration 87Q: 3 clusters Score -1618831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -1618833.000000 Penalty: 2870.884033
	Iteration 88Q: 3 clusters Score -1618833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -1618835.500000 Penalty: 2870.884033
	Iteration 89Q: 3 clusters Score -1618836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -1618837.000000 Penalty: 2870.884033
	Iteration 90Q: 3 clusters Score -1618837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -1618839.000000 Penalty: 2870.884033
	Iteration 91Q: 3 clusters Score -1618839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -1618841.375000 Penalty: 2870.884033
	Iteration 92Q: 3 clusters Score -1618841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -1618845.750000 Penalty: 2870.884033
	Iteration 93Q: 3 clusters Score -1618846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -1618848.250000 Penalty: 2870.884033
	Iteration 94Q: 3 clusters Score -1618848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -1618850.750000 Penalty: 2870.884033
	Iteration 95Q: 3 clusters Score -1618851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -1618853.375000 Penalty: 2870.884033
	Iteration 96Q: 3 clusters Score -1618853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -1618855.250000 Penalty: 2870.884033
	Iteration 97Q: 3 clusters Score -1618855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -1618854.250000 Penalty: 2870.884033
	Iteration 98Q: 3 clusters Score -1618854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -1618854.125000 Penalty: 2870.884033
	Iteration 99Q: 3 clusters Score -1618854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -1618860.250000 Penalty: 2870.884033
	Iteration 100F: 3 clusters Score -1618860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -1618861.250000 Penalty: 2870.884033
	Iteration 101Q: 3 clusters Score -1618861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -1618861.125000 Penalty: 2870.884033
	Iteration 102Q: 3 clusters Score -1618861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -1618866.500000 Penalty: 2870.884033
	Iteration 103Q: 3 clusters Score -1618866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -1618866.750000 Penalty: 2870.884033
	Iteration 104Q: 3 clusters Score -1618867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -1618868.125000 Penalty: 2870.884033
	Iteration 105Q: 3 clusters Score -1618868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -1618868.125000 Penalty: 2870.884033
	Iteration 106F: 3 clusters Score -1618868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (16182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Entering Unmasked Estep 
Score: -1698498.875000 Penalty: 1442.118286
	Iteration 0F: 2 clusters Score -1698499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1687821.375000 Penalty: 2884.236572
	Iteration 0F: 3 clusters Score -1687821 nChanged 6985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1691527.375000 Penalty: 2884.236572
	Iteration 1F: 3 clusters Score -1691527 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1691901.875000 Penalty: 2884.236572
	Iteration 2F: 3 clusters Score -1691902 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1692173.125000 Penalty: 2884.236572
	Iteration 3Q: 3 clusters Score -1692173 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1692418.500000 Penalty: 2884.236572
	Iteration 4Q: 3 clusters Score -1692418 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1692689.125000 Penalty: 2884.236572
	Iteration 5Q: 3 clusters Score -1692689 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1693016.500000 Penalty: 2884.236572
	Iteration 6Q: 3 clusters Score -1693016 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1693473.750000 Penalty: 2884.236572
	Iteration 7Q: 3 clusters Score -1693474 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1693994.750000 Penalty: 2884.236572
	Iteration 8F: 3 clusters Score -1693995 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1694571.500000 Penalty: 2884.236572
	Iteration 9F: 3 clusters Score -1694572 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1695263.125000 Penalty: 2884.236572
	Iteration 10F: 3 clusters Score -1695263 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1695911.250000 Penalty: 2884.236572
	Iteration 11Q: 3 clusters Score -1695911 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1696442.125000 Penalty: 2884.236572
	Iteration 12Q: 3 clusters Score -1696442 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1696804.750000 Penalty: 2884.236572
	Iteration 13Q: 3 clusters Score -1696805 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1697026.250000 Penalty: 2884.236572
	Iteration 14Q: 3 clusters Score -1697026 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1697131.125000 Penalty: 2884.236572
	Iteration 15Q: 3 clusters Score -1697131 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1697189.500000 Penalty: 2884.236572
	Iteration 16Q: 3 clusters Score -1697190 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1697220.125000 Penalty: 2884.236572
	Iteration 17Q: 3 clusters Score -1697220 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1697239.125000 Penalty: 2884.236572
	Iteration 18Q: 3 clusters Score -1697239 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1697257.125000 Penalty: 2884.236572
	Iteration 19Q: 3 clusters Score -1697257 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1697276.500000 Penalty: 2884.236572
	Iteration 20F: 3 clusters Score -1697276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1697290.250000 Penalty: 2884.236572
	Iteration 21Q: 3 clusters Score -1697290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1697298.625000 Penalty: 2884.236572
	Iteration 22Q: 3 clusters Score -1697299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1697305.375000 Penalty: 2884.236572
	Iteration 23Q: 3 clusters Score -1697305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1697308.125000 Penalty: 2884.236572
	Iteration 24Q: 3 clusters Score -1697308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1697309.250000 Penalty: 2884.236572
	Iteration 25Q: 3 clusters Score -1697309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1697311.000000 Penalty: 2884.236572
	Iteration 26Q: 3 clusters Score -1697311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1697311.000000 Penalty: 2884.236572
	Iteration 27F: 3 clusters Score -1697311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Entering Unmasked Estep 
Score: -726318.312500 Penalty: 1327.572510
	Iteration 0F: 2 clusters Score -726318.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -721092.500000 Penalty: 2655.145020
	Iteration 0F: 3 clusters Score -721092.5 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -722745.875000 Penalty: 2655.145020
	Iteration 1F: 3 clusters Score -722745.9 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -722996.125000 Penalty: 2655.145020
	Iteration 2F: 3 clusters Score -722996.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -723188.062500 Penalty: 2655.145020
	Iteration 3Q: 3 clusters Score -723188.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -723328.625000 Penalty: 2655.145020
	Iteration 4Q: 3 clusters Score -723328.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -723439.125000 Penalty: 2655.145020
	Iteration 5Q: 3 clusters Score -723439.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -723526.687500 Penalty: 2655.145020
	Iteration 6Q: 3 clusters Score -723526.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -723614.125000 Penalty: 2655.145020
	Iteration 7Q: 3 clusters Score -723614.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -723684.187500 Penalty: 2655.145020
	Iteration 8Q: 3 clusters Score -723684.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -723746.750000 Penalty: 2655.145020
	Iteration 9Q: 3 clusters Score -723746.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -723810.750000 Penalty: 2655.145020
	Iteration 10Q: 3 clusters Score -723810.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -723861.500000 Penalty: 2655.145020
	Iteration 11Q: 3 clusters Score -723861.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -723903.125000 Penalty: 2655.145020
	Iteration 12Q: 3 clusters Score -723903.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -723935.250000 Penalty: 2655.145020
	Iteration 13Q: 3 clusters Score -723935.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -723959.500000 Penalty: 2655.145020
	Iteration 14Q: 3 clusters Score -723959.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -723978.750000 Penalty: 2655.145020
	Iteration 15Q: 3 clusters Score -723978.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -723995.687500 Penalty: 2655.145020
	Iteration 16Q: 3 clusters Score -723995.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -724008.812500 Penalty: 2655.145020
	Iteration 17Q: 3 clusters Score -724008.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -724024.937500 Penalty: 2655.145020
	Iteration 18Q: 3 clusters Score -724024.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -724036.000000 Penalty: 2655.145020
	Iteration 19Q: 3 clusters Score -724036 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -724049.625000 Penalty: 2655.145020
	Iteration 20F: 3 clusters Score -724049.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -724064.437500 Penalty: 2655.145020
	Iteration 21Q: 3 clusters Score -724064.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -724077.625000 Penalty: 2655.145020
	Iteration 22Q: 3 clusters Score -724077.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -724088.500000 Penalty: 2655.145020
	Iteration 23Q: 3 clusters Score -724088.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -724101.625000 Penalty: 2655.145020
	Iteration 24Q: 3 clusters Score -724101.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -724113.687500 Penalty: 2655.145020
	Iteration 25Q: 3 clusters Score -724113.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -724121.437500 Penalty: 2655.145020
	Iteration 26Q: 3 clusters Score -724121.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -724131.125000 Penalty: 2655.145020
	Iteration 27Q: 3 clusters Score -724131.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -724142.500000 Penalty: 2655.145020
	Iteration 28Q: 3 clusters Score -724142.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -724156.000000 Penalty: 2655.145020
	Iteration 29Q: 3 clusters Score -724156 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -724167.375000 Penalty: 2655.145020
	Iteration 30Q: 3 clusters Score -724167.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -724178.937500 Penalty: 2655.145020
	Iteration 31Q: 3 clusters Score -724178.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -724185.875000 Penalty: 2655.145020
	Iteration 32Q: 3 clusters Score -724185.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -724192.625000 Penalty: 2655.145020
	Iteration 33Q: 3 clusters Score -724192.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -724197.000000 Penalty: 2655.145020
	Iteration 34Q: 3 clusters Score -724197 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -724202.312500 Penalty: 2655.145020
	Iteration 35Q: 3 clusters Score -724202.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -724210.687500 Penalty: 2655.145020
	Iteration 36Q: 3 clusters Score -724210.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -724224.562500 Penalty: 2655.145020
	Iteration 37Q: 3 clusters Score -724224.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -724237.375000 Penalty: 2655.145020
	Iteration 38Q: 3 clusters Score -724237.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -724247.062500 Penalty: 2655.145020
	Iteration 39Q: 3 clusters Score -724247.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -724255.187500 Penalty: 2655.145020
	Iteration 40F: 3 clusters Score -724255.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -724262.375000 Penalty: 2655.145020
	Iteration 41Q: 3 clusters Score -724262.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -724270.125000 Penalty: 2655.145020
	Iteration 42Q: 3 clusters Score -724270.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -724274.625000 Penalty: 2655.145020
	Iteration 43Q: 3 clusters Score -724274.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -724278.937500 Penalty: 2655.145020
	Iteration 44Q: 3 clusters Score -724278.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -724286.937500 Penalty: 2655.145020
	Iteration 45Q: 3 clusters Score -724286.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -724294.812500 Penalty: 2655.145020
	Iteration 46Q: 3 clusters Score -724294.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -724301.062500 Penalty: 2655.145020
	Iteration 47Q: 3 clusters Score -724301.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -724310.562500 Penalty: 2655.145020
	Iteration 48Q: 3 clusters Score -724310.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -724324.875000 Penalty: 2655.145020
	Iteration 49Q: 3 clusters Score -724324.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -724334.875000 Penalty: 2655.145020
	Iteration 50Q: 3 clusters Score -724334.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -724344.875000 Penalty: 2655.145020
	Iteration 51Q: 3 clusters Score -724344.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -724351.375000 Penalty: 2655.145020
	Iteration 52Q: 3 clusters Score -724351.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -724359.812500 Penalty: 2655.145020
	Iteration 53Q: 3 clusters Score -724359.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -724367.250000 Penalty: 2655.145020
	Iteration 54Q: 3 clusters Score -724367.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -724376.312500 Penalty: 2655.145020
	Iteration 55Q: 3 clusters Score -724376.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -724383.437500 Penalty: 2655.145020
	Iteration 56Q: 3 clusters Score -724383.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -724388.812500 Penalty: 2655.145020
	Iteration 57Q: 3 clusters Score -724388.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -724396.437500 Penalty: 2655.145020
	Iteration 58Q: 3 clusters Score -724396.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -724404.000000 Penalty: 2655.145020
	Iteration 59Q: 3 clusters Score -724404 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -724406.625000 Penalty: 2655.145020
	Iteration 60F: 3 clusters Score -724406.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -724410.687500 Penalty: 2655.145020
	Iteration 61Q: 3 clusters Score -724410.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -724416.062500 Penalty: 2655.145020
	Iteration 62Q: 3 clusters Score -724416.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -724422.687500 Penalty: 2655.145020
	Iteration 63Q: 3 clusters Score -724422.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -724428.375000 Penalty: 2655.145020
	Iteration 64Q: 3 clusters Score -724428.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -724430.500000 Penalty: 2655.145020
	Iteration 65Q: 3 clusters Score -724430.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -724435.062500 Penalty: 2655.145020
	Iteration 66Q: 3 clusters Score -724435.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -724441.250000 Penalty: 2655.145020
	Iteration 67Q: 3 clusters Score -724441.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -724449.687500 Penalty: 2655.145020
	Iteration 68Q: 3 clusters Score -724449.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -724455.625000 Penalty: 2655.145020
	Iteration 69Q: 3 clusters Score -724455.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -724463.687500 Penalty: 2655.145020
	Iteration 70Q: 3 clusters Score -724463.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -724467.000000 Penalty: 2655.145020
	Iteration 71Q: 3 clusters Score -724467 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -724472.937500 Penalty: 2655.145020
	Iteration 72Q: 3 clusters Score -724472.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -724477.125000 Penalty: 2655.145020
	Iteration 73Q: 3 clusters Score -724477.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -724482.875000 Penalty: 2655.145020
	Iteration 74Q: 3 clusters Score -724482.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -724488.500000 Penalty: 2655.145020
	Iteration 75Q: 3 clusters Score -724488.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -724495.437500 Penalty: 2655.145020
	Iteration 76Q: 3 clusters Score -724495.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -724499.875000 Penalty: 2655.145020
	Iteration 77Q: 3 clusters Score -724499.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -724508.750000 Penalty: 2655.145020
	Iteration 78Q: 3 clusters Score -724508.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -724514.375000 Penalty: 2655.145020
	Iteration 79Q: 3 clusters Score -724514.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -724523.312500 Penalty: 2655.145020
	Iteration 80F: 3 clusters Score -724523.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -724527.687500 Penalty: 2655.145020
	Iteration 81Q: 3 clusters Score -724527.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -724534.625000 Penalty: 2655.145020
	Iteration 82Q: 3 clusters Score -724534.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -724541.187500 Penalty: 2655.145020
	Iteration 83Q: 3 clusters Score -724541.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -724546.562500 Penalty: 2655.145020
	Iteration 84Q: 3 clusters Score -724546.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -724555.937500 Penalty: 2655.145020
	Iteration 85Q: 3 clusters Score -724555.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -724560.312500 Penalty: 2655.145020
	Iteration 86Q: 3 clusters Score -724560.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -724567.875000 Penalty: 2655.145020
	Iteration 87Q: 3 clusters Score -724567.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -724575.562500 Penalty: 2655.145020
	Iteration 88Q: 3 clusters Score -724575.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -724578.937500 Penalty: 2655.145020
	Iteration 89Q: 3 clusters Score -724578.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -724587.437500 Penalty: 2655.145020
	Iteration 90Q: 3 clusters Score -724587.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -724591.437500 Penalty: 2655.145020
	Iteration 91Q: 3 clusters Score -724591.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -724597.687500 Penalty: 2655.145020
	Iteration 92Q: 3 clusters Score -724597.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -724603.187500 Penalty: 2655.145020
	Iteration 93Q: 3 clusters Score -724603.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -724605.750000 Penalty: 2655.145020
	Iteration 94Q: 3 clusters Score -724605.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -724613.562500 Penalty: 2655.145020
	Iteration 95Q: 3 clusters Score -724613.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -724618.375000 Penalty: 2655.145020
	Iteration 96Q: 3 clusters Score -724618.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -724624.312500 Penalty: 2655.145020
	Iteration 97Q: 3 clusters Score -724624.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -724629.562500 Penalty: 2655.145020
	Iteration 98Q: 3 clusters Score -724629.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -724637.687500 Penalty: 2655.145020
	Iteration 99Q: 3 clusters Score -724637.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -724643.062500 Penalty: 2655.145020
	Iteration 100F: 3 clusters Score -724643.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -724648.437500 Penalty: 2655.145020
	Iteration 101Q: 3 clusters Score -724648.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -724656.625000 Penalty: 2655.145020
	Iteration 102Q: 3 clusters Score -724656.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -724664.750000 Penalty: 2655.145020
	Iteration 103Q: 3 clusters Score -724664.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -724672.375000 Penalty: 2655.145020
	Iteration 104Q: 3 clusters Score -724672.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -724681.812500 Penalty: 2655.145020
	Iteration 105Q: 3 clusters Score -724681.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -724689.375000 Penalty: 2655.145020
	Iteration 106Q: 3 clusters Score -724689.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -724699.250000 Penalty: 2655.145020
	Iteration 107Q: 3 clusters Score -724699.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -724709.437500 Penalty: 2655.145020
	Iteration 108Q: 3 clusters Score -724709.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -724722.187500 Penalty: 2655.145020
	Iteration 109Q: 3 clusters Score -724722.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -724730.562500 Penalty: 2655.145020
	Iteration 110Q: 3 clusters Score -724730.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -724735.375000 Penalty: 2655.145020
	Iteration 111Q: 3 clusters Score -724735.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -724740.812500 Penalty: 2655.145020
	Iteration 112Q: 3 clusters Score -724740.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -724744.250000 Penalty: 2655.145020
	Iteration 113Q: 3 clusters Score -724744.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -724747.750000 Penalty: 2655.145020
	Iteration 114Q: 3 clusters Score -724747.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -724750.812500 Penalty: 2655.145020
	Iteration 115Q: 3 clusters Score -724750.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -724753.937500 Penalty: 2655.145020
	Iteration 116Q: 3 clusters Score -724753.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -724756.750000 Penalty: 2655.145020
	Iteration 117Q: 3 clusters Score -724756.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -724760.750000 Penalty: 2655.145020
	Iteration 118Q: 3 clusters Score -724760.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -724764.687500 Penalty: 2655.145020
	Iteration 119Q: 3 clusters Score -724764.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -724770.125000 Penalty: 2655.145020
	Iteration 120F: 3 clusters Score -724770.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -724773.187500 Penalty: 2655.145020
	Iteration 121Q: 3 clusters Score -724773.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -724776.937500 Penalty: 2655.145020
	Iteration 122Q: 3 clusters Score -724776.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -724782.812500 Penalty: 2655.145020
	Iteration 123Q: 3 clusters Score -724782.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -724787.500000 Penalty: 2655.145020
	Iteration 124Q: 3 clusters Score -724787.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -724793.187500 Penalty: 2655.145020
	Iteration 125Q: 3 clusters Score -724793.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -724798.625000 Penalty: 2655.145020
	Iteration 126Q: 3 clusters Score -724798.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -724803.812500 Penalty: 2655.145020
	Iteration 127Q: 3 clusters Score -724803.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -724809.187500 Penalty: 2655.145020
	Iteration 128Q: 3 clusters Score -724809.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -724816.750000 Penalty: 2655.145020
	Iteration 129Q: 3 clusters Score -724816.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -724821.062500 Penalty: 2655.145020
	Iteration 130Q: 3 clusters Score -724821.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -724826.625000 Penalty: 2655.145020
	Iteration 131Q: 3 clusters Score -724826.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -724835.500000 Penalty: 2655.145020
	Iteration 132Q: 3 clusters Score -724835.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -724841.250000 Penalty: 2655.145020
	Iteration 133Q: 3 clusters Score -724841.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -724849.437500 Penalty: 2655.145020
	Iteration 134Q: 3 clusters Score -724849.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -724858.312500 Penalty: 2655.145020
	Iteration 135Q: 3 clusters Score -724858.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -724868.687500 Penalty: 2655.145020
	Iteration 136Q: 3 clusters Score -724868.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -724879.750000 Penalty: 2655.145020
	Iteration 137Q: 3 clusters Score -724879.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -724890.562500 Penalty: 2655.145020
	Iteration 138Q: 3 clusters Score -724890.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -724903.187500 Penalty: 2655.145020
	Iteration 139Q: 3 clusters Score -724903.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -724907.687500 Penalty: 2655.145020
	Iteration 140F: 3 clusters Score -724907.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -724914.000000 Penalty: 2655.145020
	Iteration 141Q: 3 clusters Score -724914 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -724918.812500 Penalty: 2655.145020
	Iteration 142Q: 3 clusters Score -724918.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -724923.812500 Penalty: 2655.145020
	Iteration 143Q: 3 clusters Score -724923.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -724931.187500 Penalty: 2655.145020
	Iteration 144Q: 3 clusters Score -724931.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -724935.187500 Penalty: 2655.145020
	Iteration 145Q: 3 clusters Score -724935.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -724940.625000 Penalty: 2655.145020
	Iteration 146Q: 3 clusters Score -724940.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -724947.812500 Penalty: 2655.145020
	Iteration 147Q: 3 clusters Score -724947.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -724955.312500 Penalty: 2655.145020
	Iteration 148Q: 3 clusters Score -724955.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -724962.687500 Penalty: 2655.145020
	Iteration 149Q: 3 clusters Score -724962.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -724970.125000 Penalty: 2655.145020
	Iteration 150Q: 3 clusters Score -724970.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -724981.875000 Penalty: 2655.145020
	Iteration 151Q: 3 clusters Score -724981.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -724991.687500 Penalty: 2655.145020
	Iteration 152Q: 3 clusters Score -724991.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -724999.500000 Penalty: 2655.145020
	Iteration 153Q: 3 clusters Score -724999.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -725006.500000 Penalty: 2655.145020
	Iteration 154Q: 3 clusters Score -725006.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -725009.687500 Penalty: 2655.145020
	Iteration 155Q: 3 clusters Score -725009.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -725013.437500 Penalty: 2655.145020
	Iteration 156Q: 3 clusters Score -725013.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -725019.000000 Penalty: 2655.145020
	Iteration 157Q: 3 clusters Score -725019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -725022.562500 Penalty: 2655.145020
	Iteration 158Q: 3 clusters Score -725022.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -725024.125000 Penalty: 2655.145020
	Iteration 159Q: 3 clusters Score -725024.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -725024.062500 Penalty: 2655.145020
	Iteration 160F: 3 clusters Score -725024.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -725026.937500 Penalty: 2655.145020
	Iteration 161Q: 3 clusters Score -725026.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -725027.250000 Penalty: 2655.145020
	Iteration 162Q: 3 clusters Score -725027.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -725027.250000 Penalty: 2655.145020
	Iteration 163Q: 3 clusters Score -725027.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -725028.500000 Penalty: 2655.145020
	Iteration 164Q: 3 clusters Score -725028.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -725029.625000 Penalty: 2655.145020
	Iteration 165Q: 3 clusters Score -725029.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -725030.812500 Penalty: 2655.145020
	Iteration 166Q: 3 clusters Score -725030.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -725033.312500 Penalty: 2655.145020
	Iteration 167Q: 3 clusters Score -725033.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -725034.812500 Penalty: 2655.145020
	Iteration 168Q: 3 clusters Score -725034.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -725039.125000 Penalty: 2655.145020
	Iteration 169Q: 3 clusters Score -725039.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -725040.750000 Penalty: 2655.145020
	Iteration 170Q: 3 clusters Score -725040.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -725041.000000 Penalty: 2655.145020
	Iteration 171Q: 3 clusters Score -725041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -725041.750000 Penalty: 2655.145020
	Iteration 172Q: 3 clusters Score -725041.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -725041.750000 Penalty: 2655.145020
	Iteration 173F: 3 clusters Score -725041.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (20912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Entering Unmasked Estep 
Score: -2138637.750000 Penalty: 1480.274048
	Iteration 0F: 2 clusters Score -2138638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -2124994.250000 Penalty: 2960.548096
	Iteration 0F: 3 clusters Score -2124994 nChanged 9200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -2129940.250000 Penalty: 2960.548096
	Iteration 1F: 3 clusters Score -2129940 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -2130357.750000 Penalty: 2960.548096
	Iteration 2F: 3 clusters Score -2130358 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -2130703.500000 Penalty: 2960.548096
	Iteration 3Q: 3 clusters Score -2130704 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -2131004.750000 Penalty: 2960.548096
	Iteration 4Q: 3 clusters Score -2131005 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -2131263.500000 Penalty: 2960.548096
	Iteration 5Q: 3 clusters Score -2131264 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -2131497.750000 Penalty: 2960.548096
	Iteration 6Q: 3 clusters Score -2131498 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -2131728.000000 Penalty: 2960.548096
	Iteration 7Q: 3 clusters Score -2131728 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -2131974.750000 Penalty: 2960.548096
	Iteration 8Q: 3 clusters Score -2131975 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -2132268.750000 Penalty: 2960.548096
	Iteration 9Q: 3 clusters Score -2132269 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -2132629.500000 Penalty: 2960.548096
	Iteration 10Q: 3 clusters Score -2132630 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -2133098.000000 Penalty: 2960.548096
	Iteration 11Q: 3 clusters Score -2133098 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -2133696.250000 Penalty: 2960.548096
	Iteration 12Q: 3 clusters Score -2133696 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -2134461.250000 Penalty: 2960.548096
	Iteration 13F: 3 clusters Score -2134461 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -2135305.750000 Penalty: 2960.548096
	Iteration 14F: 3 clusters Score -2135306 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -2136055.500000 Penalty: 2960.548096
	Iteration 15Q: 3 clusters Score -2136056 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -2136638.750000 Penalty: 2960.548096
	Iteration 16Q: 3 clusters Score -2136639 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -2136973.250000 Penalty: 2960.548096
	Iteration 17Q: 3 clusters Score -2136973 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -2137166.500000 Penalty: 2960.548096
	Iteration 18Q: 3 clusters Score -2137166 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -2137306.500000 Penalty: 2960.548096
	Iteration 19Q: 3 clusters Score -2137306 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -2137379.500000 Penalty: 2960.548096
	Iteration 20F: 3 clusters Score -2137380 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -2137417.750000 Penalty: 2960.548096
	Iteration 21Q: 3 clusters Score -2137418 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -2137440.750000 Penalty: 2960.548096
	Iteration 22Q: 3 clusters Score -2137441 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -2137456.250000 Penalty: 2960.548096
	Iteration 23Q: 3 clusters Score -2137456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -2137471.000000 Penalty: 2960.548096
	Iteration 24Q: 3 clusters Score -2137471 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -2137486.000000 Penalty: 2960.548096
	Iteration 25Q: 3 clusters Score -2137486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -2137495.500000 Penalty: 2960.548096
	Iteration 26Q: 3 clusters Score -2137496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -2137507.500000 Penalty: 2960.548096
	Iteration 27Q: 3 clusters Score -2137508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -2137519.500000 Penalty: 2960.548096
	Iteration 28Q: 3 clusters Score -2137520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -2137524.750000 Penalty: 2960.548096
	Iteration 29Q: 3 clusters Score -2137525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -2137534.000000 Penalty: 2960.548096
	Iteration 30Q: 3 clusters Score -2137534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -2137539.250000 Penalty: 2960.548096
	Iteration 31Q: 3 clusters Score -2137539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -2137541.500000 Penalty: 2960.548096
	Iteration 32Q: 3 clusters Score -2137542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -2137549.500000 Penalty: 2960.548096
	Iteration 33Q: 3 clusters Score -2137550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -2137557.250000 Penalty: 2960.548096
	Iteration 34Q: 3 clusters Score -2137557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -2137569.750000 Penalty: 2960.548096
	Iteration 35Q: 3 clusters Score -2137570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -2137568.500000 Penalty: 2960.548096
	Iteration 36Q: 3 clusters Score -2137568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -2137569.750000 Penalty: 2960.548096
	Iteration 37Q: 3 clusters Score -2137570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -2137568.500000 Penalty: 2960.548096
	Iteration 38Q: 3 clusters Score -2137568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -2137568.500000 Penalty: 2960.548096
	Iteration 39F: 3 clusters Score -2137568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Entering Unmasked Estep 
Score: -988045.812500 Penalty: 1367.386230
	Iteration 0F: 2 clusters Score -988045.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -981414.562500 Penalty: 2734.772461
	Iteration 0F: 3 clusters Score -981414.6 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -983629.125000 Penalty: 2734.772461
	Iteration 1F: 3 clusters Score -983629.1 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -983974.937500 Penalty: 2734.772461
	Iteration 2F: 3 clusters Score -983974.9 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -984270.625000 Penalty: 2734.772461
	Iteration 3F: 3 clusters Score -984270.6 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -984479.250000 Penalty: 2734.772461
	Iteration 4Q: 3 clusters Score -984479.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -984656.750000 Penalty: 2734.772461
	Iteration 5Q: 3 clusters Score -984656.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -984840.375000 Penalty: 2734.772461
	Iteration 6Q: 3 clusters Score -984840.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -985029.625000 Penalty: 2734.772461
	Iteration 7Q: 3 clusters Score -985029.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -985251.312500 Penalty: 2734.772461
	Iteration 8Q: 3 clusters Score -985251.3 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -985503.187500 Penalty: 2734.772461
	Iteration 9Q: 3 clusters Score -985503.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -985772.500000 Penalty: 2734.772461
	Iteration 10Q: 3 clusters Score -985772.5 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -986016.062500 Penalty: 2734.772461
	Iteration 11Q: 3 clusters Score -986016.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -986280.375000 Penalty: 2734.772461
	Iteration 12Q: 3 clusters Score -986280.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -986550.750000 Penalty: 2734.772461
	Iteration 13Q: 3 clusters Score -986550.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -986738.125000 Penalty: 2734.772461
	Iteration 14Q: 3 clusters Score -986738.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -986843.625000 Penalty: 2734.772461
	Iteration 15Q: 3 clusters Score -986843.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -986917.250000 Penalty: 2734.772461
	Iteration 16Q: 3 clusters Score -986917.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -986963.875000 Penalty: 2734.772461
	Iteration 17Q: 3 clusters Score -986963.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -986995.937500 Penalty: 2734.772461
	Iteration 18Q: 3 clusters Score -986995.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -987021.375000 Penalty: 2734.772461
	Iteration 19Q: 3 clusters Score -987021.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -987040.125000 Penalty: 2734.772461
	Iteration 20F: 3 clusters Score -987040.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -987047.875000 Penalty: 2734.772461
	Iteration 21Q: 3 clusters Score -987047.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -987059.562500 Penalty: 2734.772461
	Iteration 22Q: 3 clusters Score -987059.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -987069.812500 Penalty: 2734.772461
	Iteration 23Q: 3 clusters Score -987069.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -987076.125000 Penalty: 2734.772461
	Iteration 24Q: 3 clusters Score -987076.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -987083.562500 Penalty: 2734.772461
	Iteration 25Q: 3 clusters Score -987083.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -987094.562500 Penalty: 2734.772461
	Iteration 26Q: 3 clusters Score -987094.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -987098.687500 Penalty: 2734.772461
	Iteration 27Q: 3 clusters Score -987098.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -987103.875000 Penalty: 2734.772461
	Iteration 28Q: 3 clusters Score -987103.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -987110.187500 Penalty: 2734.772461
	Iteration 29Q: 3 clusters Score -987110.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -987117.000000 Penalty: 2734.772461
	Iteration 30Q: 3 clusters Score -987117 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -987120.187500 Penalty: 2734.772461
	Iteration 31Q: 3 clusters Score -987120.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -987121.875000 Penalty: 2734.772461
	Iteration 32Q: 3 clusters Score -987121.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -987128.500000 Penalty: 2734.772461
	Iteration 33Q: 3 clusters Score -987128.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -987133.312500 Penalty: 2734.772461
	Iteration 34Q: 3 clusters Score -987133.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -987134.750000 Penalty: 2734.772461
	Iteration 35Q: 3 clusters Score -987134.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -987138.562500 Penalty: 2734.772461
	Iteration 36Q: 3 clusters Score -987138.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -987143.125000 Penalty: 2734.772461
	Iteration 37Q: 3 clusters Score -987143.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -987143.312500 Penalty: 2734.772461
	Iteration 38Q: 3 clusters Score -987143.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -987146.812500 Penalty: 2734.772461
	Iteration 39Q: 3 clusters Score -987146.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -987147.312500 Penalty: 2734.772461
	Iteration 40F: 3 clusters Score -987147.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -987154.625000 Penalty: 2734.772461
	Iteration 41Q: 3 clusters Score -987154.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -987157.750000 Penalty: 2734.772461
	Iteration 42Q: 3 clusters Score -987157.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -987161.062500 Penalty: 2734.772461
	Iteration 43Q: 3 clusters Score -987161.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -987164.937500 Penalty: 2734.772461
	Iteration 44Q: 3 clusters Score -987164.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -987165.875000 Penalty: 2734.772461
	Iteration 45Q: 3 clusters Score -987165.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -987166.937500 Penalty: 2734.772461
	Iteration 46Q: 3 clusters Score -987166.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -987169.937500 Penalty: 2734.772461
	Iteration 47Q: 3 clusters Score -987169.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -987171.500000 Penalty: 2734.772461
	Iteration 48Q: 3 clusters Score -987171.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -987172.062500 Penalty: 2734.772461
	Iteration 49Q: 3 clusters Score -987172.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -987172.062500 Penalty: 2734.772461
	Iteration 50F: 3 clusters Score -987172.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (22394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Entering Unmasked Estep 
Score: -2268258.000000 Penalty: 1490.462402
	Iteration 0F: 2 clusters Score -2268258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -2253640.250000 Penalty: 2980.924805
	Iteration 0F: 3 clusters Score -2253640 nChanged 10014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -2259475.750000 Penalty: 2980.924805
	Iteration 1F: 3 clusters Score -2259476 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -2260114.500000 Penalty: 2980.924805
	Iteration 2F: 3 clusters Score -2260114 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -2260755.750000 Penalty: 2980.924805
	Iteration 3F: 3 clusters Score -2260756 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -2261306.500000 Penalty: 2980.924805
	Iteration 4F: 3 clusters Score -2261306 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -2261798.000000 Penalty: 2980.924805
	Iteration 5Q: 3 clusters Score -2261798 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -2262378.250000 Penalty: 2980.924805
	Iteration 6Q: 3 clusters Score -2262378 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -2262952.250000 Penalty: 2980.924805
	Iteration 7Q: 3 clusters Score -2262952 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -2263549.250000 Penalty: 2980.924805
	Iteration 8Q: 3 clusters Score -2263549 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -2264074.500000 Penalty: 2980.924805
	Iteration 9Q: 3 clusters Score -2264074 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -2264469.000000 Penalty: 2980.924805
	Iteration 10Q: 3 clusters Score -2264469 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -2264714.500000 Penalty: 2980.924805
	Iteration 11Q: 3 clusters Score -2264714 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -2264868.750000 Penalty: 2980.924805
	Iteration 12Q: 3 clusters Score -2264869 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -2264990.000000 Penalty: 2980.924805
	Iteration 13Q: 3 clusters Score -2264990 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -2265061.500000 Penalty: 2980.924805
	Iteration 14Q: 3 clusters Score -2265062 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -2265137.750000 Penalty: 2980.924805
	Iteration 15Q: 3 clusters Score -2265138 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -2265185.000000 Penalty: 2980.924805
	Iteration 16Q: 3 clusters Score -2265185 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -2265250.500000 Penalty: 2980.924805
	Iteration 17Q: 3 clusters Score -2265250 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -2265305.750000 Penalty: 2980.924805
	Iteration 18Q: 3 clusters Score -2265306 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -2265349.250000 Penalty: 2980.924805
	Iteration 19Q: 3 clusters Score -2265349 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -2265436.000000 Penalty: 2980.924805
	Iteration 20F: 3 clusters Score -2265436 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -2265482.500000 Penalty: 2980.924805
	Iteration 21Q: 3 clusters Score -2265482 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -2265545.000000 Penalty: 2980.924805
	Iteration 22Q: 3 clusters Score -2265545 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -2265619.250000 Penalty: 2980.924805
	Iteration 23Q: 3 clusters Score -2265619 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -2265669.250000 Penalty: 2980.924805
	Iteration 24Q: 3 clusters Score -2265669 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -2265739.250000 Penalty: 2980.924805
	Iteration 25Q: 3 clusters Score -2265739 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -2265790.500000 Penalty: 2980.924805
	Iteration 26Q: 3 clusters Score -2265790 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -2265835.000000 Penalty: 2980.924805
	Iteration 27Q: 3 clusters Score -2265835 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -2265878.500000 Penalty: 2980.924805
	Iteration 28Q: 3 clusters Score -2265878 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -2265910.000000 Penalty: 2980.924805
	Iteration 29Q: 3 clusters Score -2265910 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -2265932.500000 Penalty: 2980.924805
	Iteration 30Q: 3 clusters Score -2265932 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -2265975.250000 Penalty: 2980.924805
	Iteration 31Q: 3 clusters Score -2265975 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -2266010.750000 Penalty: 2980.924805
	Iteration 32Q: 3 clusters Score -2266011 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -2266038.250000 Penalty: 2980.924805
	Iteration 33Q: 3 clusters Score -2266038 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -2266072.250000 Penalty: 2980.924805
	Iteration 34Q: 3 clusters Score -2266072 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -2266088.750000 Penalty: 2980.924805
	Iteration 35Q: 3 clusters Score -2266089 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -2266112.000000 Penalty: 2980.924805
	Iteration 36Q: 3 clusters Score -2266112 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -2266133.500000 Penalty: 2980.924805
	Iteration 37Q: 3 clusters Score -2266134 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -2266164.000000 Penalty: 2980.924805
	Iteration 38Q: 3 clusters Score -2266164 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -2266170.500000 Penalty: 2980.924805
	Iteration 39Q: 3 clusters Score -2266170 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -2266195.000000 Penalty: 2980.924805
	Iteration 40F: 3 clusters Score -2266195 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -2266219.500000 Penalty: 2980.924805
	Iteration 41Q: 3 clusters Score -2266220 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -2266238.500000 Penalty: 2980.924805
	Iteration 42Q: 3 clusters Score -2266238 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -2266263.250000 Penalty: 2980.924805
	Iteration 43Q: 3 clusters Score -2266263 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -2266289.750000 Penalty: 2980.924805
	Iteration 44Q: 3 clusters Score -2266290 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -2266315.000000 Penalty: 2980.924805
	Iteration 45Q: 3 clusters Score -2266315 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -2266330.000000 Penalty: 2980.924805
	Iteration 46Q: 3 clusters Score -2266330 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -2266349.000000 Penalty: 2980.924805
	Iteration 47Q: 3 clusters Score -2266349 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -2266375.500000 Penalty: 2980.924805
	Iteration 48Q: 3 clusters Score -2266376 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -2266394.000000 Penalty: 2980.924805
	Iteration 49Q: 3 clusters Score -2266394 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -2266409.750000 Penalty: 2980.924805
	Iteration 50Q: 3 clusters Score -2266410 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -2266422.750000 Penalty: 2980.924805
	Iteration 51Q: 3 clusters Score -2266423 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -2266439.000000 Penalty: 2980.924805
	Iteration 52Q: 3 clusters Score -2266439 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -2266460.000000 Penalty: 2980.924805
	Iteration 53Q: 3 clusters Score -2266460 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -2266463.250000 Penalty: 2980.924805
	Iteration 54Q: 3 clusters Score -2266463 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -2266482.500000 Penalty: 2980.924805
	Iteration 55Q: 3 clusters Score -2266482 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -2266501.750000 Penalty: 2980.924805
	Iteration 56Q: 3 clusters Score -2266502 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -2266516.750000 Penalty: 2980.924805
	Iteration 57Q: 3 clusters Score -2266517 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -2266535.000000 Penalty: 2980.924805
	Iteration 58Q: 3 clusters Score -2266535 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -2266551.000000 Penalty: 2980.924805
	Iteration 59Q: 3 clusters Score -2266551 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -2266566.500000 Penalty: 2980.924805
	Iteration 60F: 3 clusters Score -2266566 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -2266586.250000 Penalty: 2980.924805
	Iteration 61Q: 3 clusters Score -2266586 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -2266598.250000 Penalty: 2980.924805
	Iteration 62Q: 3 clusters Score -2266598 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -2266602.250000 Penalty: 2980.924805
	Iteration 63Q: 3 clusters Score -2266602 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -2266615.000000 Penalty: 2980.924805
	Iteration 64Q: 3 clusters Score -2266615 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -2266629.250000 Penalty: 2980.924805
	Iteration 65Q: 3 clusters Score -2266629 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -2266645.000000 Penalty: 2980.924805
	Iteration 66Q: 3 clusters Score -2266645 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -2266659.000000 Penalty: 2980.924805
	Iteration 67Q: 3 clusters Score -2266659 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -2266659.500000 Penalty: 2980.924805
	Iteration 68Q: 3 clusters Score -2266660 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -2266679.500000 Penalty: 2980.924805
	Iteration 69Q: 3 clusters Score -2266680 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -2266684.000000 Penalty: 2980.924805
	Iteration 70Q: 3 clusters Score -2266684 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -2266699.500000 Penalty: 2980.924805
	Iteration 71Q: 3 clusters Score -2266700 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -2266707.750000 Penalty: 2980.924805
	Iteration 72Q: 3 clusters Score -2266708 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -2266717.000000 Penalty: 2980.924805
	Iteration 73Q: 3 clusters Score -2266717 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -2266736.250000 Penalty: 2980.924805
	Iteration 74Q: 3 clusters Score -2266736 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -2266742.250000 Penalty: 2980.924805
	Iteration 75Q: 3 clusters Score -2266742 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -2266747.250000 Penalty: 2980.924805
	Iteration 76Q: 3 clusters Score -2266747 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -2266757.250000 Penalty: 2980.924805
	Iteration 77Q: 3 clusters Score -2266757 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -2266768.250000 Penalty: 2980.924805
	Iteration 78Q: 3 clusters Score -2266768 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -2266774.750000 Penalty: 2980.924805
	Iteration 79Q: 3 clusters Score -2266775 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -2266788.250000 Penalty: 2980.924805
	Iteration 80F: 3 clusters Score -2266788 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -2266796.250000 Penalty: 2980.924805
	Iteration 81Q: 3 clusters Score -2266796 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -2266807.000000 Penalty: 2980.924805
	Iteration 82Q: 3 clusters Score -2266807 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -2266821.000000 Penalty: 2980.924805
	Iteration 83Q: 3 clusters Score -2266821 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -2266825.000000 Penalty: 2980.924805
	Iteration 84Q: 3 clusters Score -2266825 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -2266839.000000 Penalty: 2980.924805
	Iteration 85Q: 3 clusters Score -2266839 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -2266860.250000 Penalty: 2980.924805
	Iteration 86Q: 3 clusters Score -2266860 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -2266869.750000 Penalty: 2980.924805
	Iteration 87Q: 3 clusters Score -2266870 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -2266886.750000 Penalty: 2980.924805
	Iteration 88Q: 3 clusters Score -2266887 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -2266889.750000 Penalty: 2980.924805
	Iteration 89Q: 3 clusters Score -2266890 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -2266901.500000 Penalty: 2980.924805
	Iteration 90Q: 3 clusters Score -2266902 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -2266909.000000 Penalty: 2980.924805
	Iteration 91Q: 3 clusters Score -2266909 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -2266921.000000 Penalty: 2980.924805
	Iteration 92Q: 3 clusters Score -2266921 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -2266934.000000 Penalty: 2980.924805
	Iteration 93Q: 3 clusters Score -2266934 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -2266946.250000 Penalty: 2980.924805
	Iteration 94Q: 3 clusters Score -2266946 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -2266960.750000 Penalty: 2980.924805
	Iteration 95Q: 3 clusters Score -2266961 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -2266970.750000 Penalty: 2980.924805
	Iteration 96Q: 3 clusters Score -2266971 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -2266985.750000 Penalty: 2980.924805
	Iteration 97Q: 3 clusters Score -2266986 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -2266992.250000 Penalty: 2980.924805
	Iteration 98Q: 3 clusters Score -2266992 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -2267007.250000 Penalty: 2980.924805
	Iteration 99Q: 3 clusters Score -2267007 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -2267019.500000 Penalty: 2980.924805
	Iteration 100F: 3 clusters Score -2267020 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -2267032.250000 Penalty: 2980.924805
	Iteration 101Q: 3 clusters Score -2267032 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -2267036.500000 Penalty: 2980.924805
	Iteration 102Q: 3 clusters Score -2267036 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
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Entering Unmasked Estep 
Score: -2267055.750000 Penalty: 2980.924805
	Iteration 103Q: 3 clusters Score -2267056 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -2267057.000000 Penalty: 2980.924805
	Iteration 104Q: 3 clusters Score -2267057 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -2267070.500000 Penalty: 2980.924805
	Iteration 105Q: 3 clusters Score -2267070 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -2267078.250000 Penalty: 2980.924805
	Iteration 106Q: 3 clusters Score -2267078 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -2267084.500000 Penalty: 2980.924805
	Iteration 107Q: 3 clusters Score -2267084 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -2267096.750000 Penalty: 2980.924805
	Iteration 108Q: 3 clusters Score -2267097 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -2267108.000000 Penalty: 2980.924805
	Iteration 109Q: 3 clusters Score -2267108 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -2267119.000000 Penalty: 2980.924805
	Iteration 110Q: 3 clusters Score -2267119 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -2267128.500000 Penalty: 2980.924805
	Iteration 111Q: 3 clusters Score -2267128 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -2267147.500000 Penalty: 2980.924805
	Iteration 112Q: 3 clusters Score -2267148 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -2267152.500000 Penalty: 2980.924805
	Iteration 113Q: 3 clusters Score -2267152 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -2267161.750000 Penalty: 2980.924805
	Iteration 114Q: 3 clusters Score -2267162 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -2267167.500000 Penalty: 2980.924805
	Iteration 115Q: 3 clusters Score -2267168 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -2267186.250000 Penalty: 2980.924805
	Iteration 116Q: 3 clusters Score -2267186 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -2267194.000000 Penalty: 2980.924805
	Iteration 117Q: 3 clusters Score -2267194 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -2267202.750000 Penalty: 2980.924805
	Iteration 118Q: 3 clusters Score -2267203 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -2267210.500000 Penalty: 2980.924805
	Iteration 119Q: 3 clusters Score -2267210 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -2267215.500000 Penalty: 2980.924805
	Iteration 120F: 3 clusters Score -2267216 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -2267217.000000 Penalty: 2980.924805
	Iteration 121Q: 3 clusters Score -2267217 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -2267225.750000 Penalty: 2980.924805
	Iteration 122Q: 3 clusters Score -2267226 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2267234.250000 Penalty: 2980.924805
	Iteration 123Q: 3 clusters Score -2267234 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2267234.000000 Penalty: 2980.924805
	Iteration 124Q: 3 clusters Score -2267234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -2267238.750000 Penalty: 2980.924805
	Iteration 125Q: 3 clusters Score -2267239 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -2267239.750000 Penalty: 2980.924805
	Iteration 126Q: 3 clusters Score -2267240 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2267244.000000 Penalty: 2980.924805
	Iteration 127Q: 3 clusters Score -2267244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2267244.000000 Penalty: 2980.924805
	Iteration 128Q: 3 clusters Score -2267244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -2267246.250000 Penalty: 2980.924805
	Iteration 129Q: 3 clusters Score -2267246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2267243.250000 Penalty: 2980.924805
	Iteration 130Q: 3 clusters Score -2267243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2267245.500000 Penalty: 2980.924805
	Iteration 131Q: 3 clusters Score -2267246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -2267249.500000 Penalty: 2980.924805
	Iteration 132Q: 3 clusters Score -2267250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -2267254.500000 Penalty: 2980.924805
	Iteration 133Q: 3 clusters Score -2267254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2267253.500000 Penalty: 2980.924805
	Iteration 134Q: 3 clusters Score -2267254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2267256.250000 Penalty: 2980.924805
	Iteration 135Q: 3 clusters Score -2267256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2267255.500000 Penalty: 2980.924805
	Iteration 136Q: 3 clusters Score -2267256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2267254.750000 Penalty: 2980.924805
	Iteration 137Q: 3 clusters Score -2267255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2267256.500000 Penalty: 2980.924805
	Iteration 138Q: 3 clusters Score -2267256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -2267258.000000 Penalty: 2980.924805
	Iteration 139Q: 3 clusters Score -2267258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2267257.750000 Penalty: 2980.924805
	Iteration 140F: 3 clusters Score -2267258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20446 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -2267259.500000 Penalty: 2980.924805
	Iteration 141Q: 3 clusters Score -2267260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2267255.750000 Penalty: 2980.924805
	Iteration 142Q: 3 clusters Score -2267256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -2267259.250000 Penalty: 2980.924805
	Iteration 143Q: 3 clusters Score -2267259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2267255.750000 Penalty: 2980.924805
	Iteration 144Q: 3 clusters Score -2267256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -2267259.000000 Penalty: 2980.924805
	Iteration 145Q: 3 clusters Score -2267259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -2267259.250000 Penalty: 2980.924805
	Iteration 146Q: 3 clusters Score -2267259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -2267259.000000 Penalty: 2980.924805
	Iteration 147Q: 3 clusters Score -2267259 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -2267267.500000 Penalty: 2980.924805
	Iteration 148Q: 3 clusters Score -2267268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -2267268.750000 Penalty: 2980.924805
	Iteration 149Q: 3 clusters Score -2267269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2267273.000000 Penalty: 2980.924805
	Iteration 150Q: 3 clusters Score -2267273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2267274.250000 Penalty: 2980.924805
	Iteration 151Q: 3 clusters Score -2267274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -2267278.750000 Penalty: 2980.924805
	Iteration 152Q: 3 clusters Score -2267279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2267276.000000 Penalty: 2980.924805
	Iteration 153Q: 3 clusters Score -2267276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -2267276.750000 Penalty: 2980.924805
	Iteration 154Q: 3 clusters Score -2267277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2267278.250000 Penalty: 2980.924805
	Iteration 155Q: 3 clusters Score -2267278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2267275.250000 Penalty: 2980.924805
	Iteration 156Q: 3 clusters Score -2267275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2267277.750000 Penalty: 2980.924805
	Iteration 157Q: 3 clusters Score -2267278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2267282.000000 Penalty: 2980.924805
	Iteration 158Q: 3 clusters Score -2267282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2267277.250000 Penalty: 2980.924805
	Iteration 159Q: 3 clusters Score -2267277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2267279.250000 Penalty: 2980.924805
	Iteration 160F: 3 clusters Score -2267279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (14849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Entering Unmasked Estep 
Score: -1542041.750000 Penalty: 1429.326416
	Iteration 0F: 2 clusters Score -1542042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1532131.375000 Penalty: 2858.652832
	Iteration 0F: 3 clusters Score -1532131 nChanged 6405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1535743.375000 Penalty: 2858.652832
	Iteration 1F: 3 clusters Score -1535743 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1536152.375000 Penalty: 2858.652832
	Iteration 2F: 3 clusters Score -1536152 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1536521.875000 Penalty: 2858.652832
	Iteration 3F: 3 clusters Score -1536522 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1536949.000000 Penalty: 2858.652832
	Iteration 4F: 3 clusters Score -1536949 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1537395.375000 Penalty: 2858.652832
	Iteration 5F: 3 clusters Score -1537395 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1537849.375000 Penalty: 2858.652832
	Iteration 6F: 3 clusters Score -1537849 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1538346.000000 Penalty: 2858.652832
	Iteration 7F: 3 clusters Score -1538346 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1538835.250000 Penalty: 2858.652832
	Iteration 8Q: 3 clusters Score -1538835 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1539286.500000 Penalty: 2858.652832
	Iteration 9Q: 3 clusters Score -1539286 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1539667.750000 Penalty: 2858.652832
	Iteration 10Q: 3 clusters Score -1539668 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1539991.125000 Penalty: 2858.652832
	Iteration 11Q: 3 clusters Score -1539991 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1540305.875000 Penalty: 2858.652832
	Iteration 12Q: 3 clusters Score -1540306 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1540553.000000 Penalty: 2858.652832
	Iteration 13Q: 3 clusters Score -1540553 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1540736.375000 Penalty: 2858.652832
	Iteration 14Q: 3 clusters Score -1540736 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1540855.125000 Penalty: 2858.652832
	Iteration 15Q: 3 clusters Score -1540855 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1540915.750000 Penalty: 2858.652832
	Iteration 16Q: 3 clusters Score -1540916 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1540969.625000 Penalty: 2858.652832
	Iteration 17Q: 3 clusters Score -1540970 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1541013.000000 Penalty: 2858.652832
	Iteration 18Q: 3 clusters Score -1541013 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1541026.125000 Penalty: 2858.652832
	Iteration 19Q: 3 clusters Score -1541026 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1541044.875000 Penalty: 2858.652832
	Iteration 20F: 3 clusters Score -1541045 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1541059.500000 Penalty: 2858.652832
	Iteration 21Q: 3 clusters Score -1541060 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1541069.500000 Penalty: 2858.652832
	Iteration 22Q: 3 clusters Score -1541070 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1541077.375000 Penalty: 2858.652832
	Iteration 23Q: 3 clusters Score -1541077 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1541094.250000 Penalty: 2858.652832
	Iteration 24Q: 3 clusters Score -1541094 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1541098.750000 Penalty: 2858.652832
	Iteration 25Q: 3 clusters Score -1541099 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1541101.125000 Penalty: 2858.652832
	Iteration 26Q: 3 clusters Score -1541101 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1541105.625000 Penalty: 2858.652832
	Iteration 27Q: 3 clusters Score -1541106 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1541109.500000 Penalty: 2858.652832
	Iteration 28Q: 3 clusters Score -1541110 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1541111.750000 Penalty: 2858.652832
	Iteration 29Q: 3 clusters Score -1541112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1541115.750000 Penalty: 2858.652832
	Iteration 30Q: 3 clusters Score -1541116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1541117.625000 Penalty: 2858.652832
	Iteration 31Q: 3 clusters Score -1541118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1541119.250000 Penalty: 2858.652832
	Iteration 32Q: 3 clusters Score -1541119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1541122.500000 Penalty: 2858.652832
	Iteration 33Q: 3 clusters Score -1541122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1541118.500000 Penalty: 2858.652832
	Iteration 34Q: 3 clusters Score -1541118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1541120.750000 Penalty: 2858.652832
	Iteration 35Q: 3 clusters Score -1541121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1541120.000000 Penalty: 2858.652832
	Iteration 36Q: 3 clusters Score -1541120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1541119.125000 Penalty: 2858.652832
	Iteration 37Q: 3 clusters Score -1541119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1541118.500000 Penalty: 2858.652832
	Iteration 38Q: 3 clusters Score -1541118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1541121.625000 Penalty: 2858.652832
	Iteration 39Q: 3 clusters Score -1541122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1541122.250000 Penalty: 2858.652832
	Iteration 40F: 3 clusters Score -1541122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1541122.000000 Penalty: 2858.652832
	Iteration 41Q: 3 clusters Score -1541122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1541121.625000 Penalty: 2858.652832
	Iteration 42Q: 3 clusters Score -1541122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1541124.125000 Penalty: 2858.652832
	Iteration 43Q: 3 clusters Score -1541124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1541124.000000 Penalty: 2858.652832
	Iteration 44Q: 3 clusters Score -1541124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1541125.250000 Penalty: 2858.652832
	Iteration 45Q: 3 clusters Score -1541125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1541124.500000 Penalty: 2858.652832
	Iteration 46Q: 3 clusters Score -1541124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1541124.500000 Penalty: 2858.652832
	Iteration 47F: 3 clusters Score -1541124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Entering Unmasked Estep 
Score: -994732.875000 Penalty: 1374.419556
	Iteration 0F: 2 clusters Score -994732.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -987788.375000 Penalty: 2748.839111
	Iteration 0F: 3 clusters Score -987788.4 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -990141.312500 Penalty: 2748.839111
	Iteration 1F: 3 clusters Score -990141.3 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -990519.750000 Penalty: 2748.839111
	Iteration 2F: 3 clusters Score -990519.8 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -990896.000000 Penalty: 2748.839111
	Iteration 3F: 3 clusters Score -990896 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -991317.000000 Penalty: 2748.839111
	Iteration 4F: 3 clusters Score -991317 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -991794.875000 Penalty: 2748.839111
	Iteration 5F: 3 clusters Score -991794.9 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -992292.625000 Penalty: 2748.839111
	Iteration 6F: 3 clusters Score -992292.6 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -992721.062500 Penalty: 2748.839111
	Iteration 7F: 3 clusters Score -992721.1 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -993052.125000 Penalty: 2748.839111
	Iteration 8Q: 3 clusters Score -993052.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -993272.812500 Penalty: 2748.839111
	Iteration 9Q: 3 clusters Score -993272.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -993435.187500 Penalty: 2748.839111
	Iteration 10Q: 3 clusters Score -993435.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -993536.250000 Penalty: 2748.839111
	Iteration 11Q: 3 clusters Score -993536.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -993612.562500 Penalty: 2748.839111
	Iteration 12Q: 3 clusters Score -993612.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -993678.375000 Penalty: 2748.839111
	Iteration 13Q: 3 clusters Score -993678.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -993740.250000 Penalty: 2748.839111
	Iteration 14Q: 3 clusters Score -993740.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -993779.375000 Penalty: 2748.839111
	Iteration 15Q: 3 clusters Score -993779.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -993808.250000 Penalty: 2748.839111
	Iteration 16Q: 3 clusters Score -993808.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -993829.250000 Penalty: 2748.839111
	Iteration 17Q: 3 clusters Score -993829.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -993855.125000 Penalty: 2748.839111
	Iteration 18Q: 3 clusters Score -993855.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -993875.125000 Penalty: 2748.839111
	Iteration 19Q: 3 clusters Score -993875.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -993894.062500 Penalty: 2748.839111
	Iteration 20F: 3 clusters Score -993894.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -993910.562500 Penalty: 2748.839111
	Iteration 21Q: 3 clusters Score -993910.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -993932.562500 Penalty: 2748.839111
	Iteration 22Q: 3 clusters Score -993932.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -993959.250000 Penalty: 2748.839111
	Iteration 23Q: 3 clusters Score -993959.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -993979.312500 Penalty: 2748.839111
	Iteration 24Q: 3 clusters Score -993979.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -994000.375000 Penalty: 2748.839111
	Iteration 25Q: 3 clusters Score -994000.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -994022.562500 Penalty: 2748.839111
	Iteration 26Q: 3 clusters Score -994022.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -994032.062500 Penalty: 2748.839111
	Iteration 27Q: 3 clusters Score -994032.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -994040.062500 Penalty: 2748.839111
	Iteration 28Q: 3 clusters Score -994040.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -994049.750000 Penalty: 2748.839111
	Iteration 29Q: 3 clusters Score -994049.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -994056.187500 Penalty: 2748.839111
	Iteration 30Q: 3 clusters Score -994056.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -994063.750000 Penalty: 2748.839111
	Iteration 31Q: 3 clusters Score -994063.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -994071.312500 Penalty: 2748.839111
	Iteration 32Q: 3 clusters Score -994071.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -994072.875000 Penalty: 2748.839111
	Iteration 33Q: 3 clusters Score -994072.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -994073.250000 Penalty: 2748.839111
	Iteration 34Q: 3 clusters Score -994073.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -994078.937500 Penalty: 2748.839111
	Iteration 35Q: 3 clusters Score -994078.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -994080.562500 Penalty: 2748.839111
	Iteration 36Q: 3 clusters Score -994080.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -994086.062500 Penalty: 2748.839111
	Iteration 37Q: 3 clusters Score -994086.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -994088.437500 Penalty: 2748.839111
	Iteration 38Q: 3 clusters Score -994088.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -994089.812500 Penalty: 2748.839111
	Iteration 39Q: 3 clusters Score -994089.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -994092.687500 Penalty: 2748.839111
	Iteration 40F: 3 clusters Score -994092.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -994095.312500 Penalty: 2748.839111
	Iteration 41Q: 3 clusters Score -994095.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -994094.812500 Penalty: 2748.839111
	Iteration 42Q: 3 clusters Score -994094.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -994097.500000 Penalty: 2748.839111
	Iteration 43Q: 3 clusters Score -994097.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -994100.500000 Penalty: 2748.839111
	Iteration 44Q: 3 clusters Score -994100.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -994099.187500 Penalty: 2748.839111
	Iteration 45Q: 3 clusters Score -994099.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -994099.625000 Penalty: 2748.839111
	Iteration 46Q: 3 clusters Score -994099.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -994101.750000 Penalty: 2748.839111
	Iteration 47Q: 3 clusters Score -994101.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -994102.375000 Penalty: 2748.839111
	Iteration 48Q: 3 clusters Score -994102.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -994102.437500 Penalty: 2748.839111
	Iteration 49Q: 3 clusters Score -994102.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -994102.625000 Penalty: 2748.839111
	Iteration 50Q: 3 clusters Score -994102.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -994104.125000 Penalty: 2748.839111
	Iteration 51Q: 3 clusters Score -994104.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -994106.250000 Penalty: 2748.839111
	Iteration 52Q: 3 clusters Score -994106.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -994107.250000 Penalty: 2748.839111
	Iteration 53Q: 3 clusters Score -994107.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -994110.500000 Penalty: 2748.839111
	Iteration 54Q: 3 clusters Score -994110.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -994116.437500 Penalty: 2748.839111
	Iteration 55Q: 3 clusters Score -994116.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -994116.500000 Penalty: 2748.839111
	Iteration 56Q: 3 clusters Score -994116.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -994115.562500 Penalty: 2748.839111
	Iteration 57Q: 3 clusters Score -994115.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -994119.812500 Penalty: 2748.839111
	Iteration 58Q: 3 clusters Score -994119.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -994117.687500 Penalty: 2748.839111
	Iteration 59Q: 3 clusters Score -994117.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -994118.250000 Penalty: 2748.839111
	Iteration 60F: 3 clusters Score -994118.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -994118.625000 Penalty: 2748.839111
	Iteration 61Q: 3 clusters Score -994118.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -994117.625000 Penalty: 2748.839111
	Iteration 62Q: 3 clusters Score -994117.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -994118.687500 Penalty: 2748.839111
	Iteration 63Q: 3 clusters Score -994118.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -994118.687500 Penalty: 2748.839111
	Iteration 64F: 3 clusters Score -994118.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Entering Unmasked Estep 
Score: -369459.125000 Penalty: 1229.199829
	Iteration 0F: 2 clusters Score -369459.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -366427.375000 Penalty: 2458.399658
	Iteration 0F: 3 clusters Score -366427.4 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -367306.125000 Penalty: 2458.399658
	Iteration 1F: 3 clusters Score -367306.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -367493.656250 Penalty: 2458.399658
	Iteration 2F: 3 clusters Score -367493.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -367611.312500 Penalty: 2458.399658
	Iteration 3Q: 3 clusters Score -367611.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -367701.437500 Penalty: 2458.399658
	Iteration 4Q: 3 clusters Score -367701.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -367763.812500 Penalty: 2458.399658
	Iteration 5Q: 3 clusters Score -367763.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -367820.375000 Penalty: 2458.399658
	Iteration 6Q: 3 clusters Score -367820.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -367872.875000 Penalty: 2458.399658
	Iteration 7Q: 3 clusters Score -367872.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -367931.218750 Penalty: 2458.399658
	Iteration 8Q: 3 clusters Score -367931.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -367981.468750 Penalty: 2458.399658
	Iteration 9Q: 3 clusters Score -367981.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -368019.593750 Penalty: 2458.399658
	Iteration 10Q: 3 clusters Score -368019.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -368055.812500 Penalty: 2458.399658
	Iteration 11Q: 3 clusters Score -368055.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -368086.406250 Penalty: 2458.399658
	Iteration 12Q: 3 clusters Score -368086.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -368123.375000 Penalty: 2458.399658
	Iteration 13Q: 3 clusters Score -368123.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -368160.093750 Penalty: 2458.399658
	Iteration 14Q: 3 clusters Score -368160.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -368189.000000 Penalty: 2458.399658
	Iteration 15Q: 3 clusters Score -368189 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -368215.375000 Penalty: 2458.399658
	Iteration 16Q: 3 clusters Score -368215.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -368239.687500 Penalty: 2458.399658
	Iteration 17Q: 3 clusters Score -368239.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -368267.375000 Penalty: 2458.399658
	Iteration 18Q: 3 clusters Score -368267.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -368299.906250 Penalty: 2458.399658
	Iteration 19Q: 3 clusters Score -368299.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -368335.062500 Penalty: 2458.399658
	Iteration 20F: 3 clusters Score -368335.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -368367.968750 Penalty: 2458.399658
	Iteration 21Q: 3 clusters Score -368368 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -368402.312500 Penalty: 2458.399658
	Iteration 22Q: 3 clusters Score -368402.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -368433.000000 Penalty: 2458.399658
	Iteration 23Q: 3 clusters Score -368433 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -368459.406250 Penalty: 2458.399658
	Iteration 24Q: 3 clusters Score -368459.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -368483.906250 Penalty: 2458.399658
	Iteration 25Q: 3 clusters Score -368483.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -368509.718750 Penalty: 2458.399658
	Iteration 26Q: 3 clusters Score -368509.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -368527.406250 Penalty: 2458.399658
	Iteration 27Q: 3 clusters Score -368527.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -368543.593750 Penalty: 2458.399658
	Iteration 28Q: 3 clusters Score -368543.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -368559.406250 Penalty: 2458.399658
	Iteration 29Q: 3 clusters Score -368559.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -368571.593750 Penalty: 2458.399658
	Iteration 30Q: 3 clusters Score -368571.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -368578.531250 Penalty: 2458.399658
	Iteration 31Q: 3 clusters Score -368578.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -368581.218750 Penalty: 2458.399658
	Iteration 32Q: 3 clusters Score -368581.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -368585.562500 Penalty: 2458.399658
	Iteration 33Q: 3 clusters Score -368585.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -368588.406250 Penalty: 2458.399658
	Iteration 34Q: 3 clusters Score -368588.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -368589.750000 Penalty: 2458.399658
	Iteration 35Q: 3 clusters Score -368589.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -368591.687500 Penalty: 2458.399658
	Iteration 36Q: 3 clusters Score -368591.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -368592.875000 Penalty: 2458.399658
	Iteration 37Q: 3 clusters Score -368592.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -368593.531250 Penalty: 2458.399658
	Iteration 38Q: 3 clusters Score -368593.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -368594.500000 Penalty: 2458.399658
	Iteration 39Q: 3 clusters Score -368594.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -368595.125000 Penalty: 2458.399658
	Iteration 40F: 3 clusters Score -368595.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -368595.718750 Penalty: 2458.399658
	Iteration 41Q: 3 clusters Score -368595.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -368596.375000 Penalty: 2458.399658
	Iteration 42Q: 3 clusters Score -368596.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -368597.125000 Penalty: 2458.399658
	Iteration 43Q: 3 clusters Score -368597.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -368598.281250 Penalty: 2458.399658
	Iteration 44Q: 3 clusters Score -368598.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -368598.281250 Penalty: 2458.399658
	Iteration 45F: 3 clusters Score -368598.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (51557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51557 members 
Entering Unmasked Estep 
Score: -5160134.000000 Penalty: 1614.545898
	Iteration 0F: 2 clusters Score -5160134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25767 members 
Mstep: Class 2 contains 25790 members 
Entering Unmasked Estep 
Score: -5126506.500000 Penalty: 3229.091797
	Iteration 0F: 3 clusters Score -5126506 nChanged 23831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26114 members 
Mstep: Class 2 contains 25443 members 
Entering Unmasked Estep 
Score: -5139790.500000 Penalty: 3229.091797
	Iteration 1F: 3 clusters Score -5139790 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26231 members 
Mstep: Class 2 contains 25326 members 
Entering Unmasked Estep 
Score: -5140453.500000 Penalty: 3229.091797
	Iteration 2Q: 3 clusters Score -5140454 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26502 members 
Mstep: Class 2 contains 25055 members 
Entering Unmasked Estep 
Score: -5141079.500000 Penalty: 3229.091797
	Iteration 3Q: 3 clusters Score -5141080 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 24730 members 
Entering Unmasked Estep 
Score: -5141763.000000 Penalty: 3229.091797
	Iteration 4Q: 3 clusters Score -5141763 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27273 members 
Mstep: Class 2 contains 24284 members 
Entering Unmasked Estep 
Score: -5142469.500000 Penalty: 3229.091797
	Iteration 5Q: 3 clusters Score -5142470 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27844 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -5143300.500000 Penalty: 3229.091797
	Iteration 6Q: 3 clusters Score -5143300 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28539 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -5144345.500000 Penalty: 3229.091797
	Iteration 7Q: 3 clusters Score -5144346 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29417 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -5145737.500000 Penalty: 3229.091797
	Iteration 8Q: 3 clusters Score -5145738 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30443 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -5147267.000000 Penalty: 3229.091797
	Iteration 9F: 3 clusters Score -5147267 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31454 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -5148994.500000 Penalty: 3229.091797
	Iteration 10F: 3 clusters Score -5148994 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32346 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -5150425.000000 Penalty: 3229.091797
	Iteration 11Q: 3 clusters Score -5150425 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33158 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -5151400.000000 Penalty: 3229.091797
	Iteration 12Q: 3 clusters Score -5151400 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33866 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -5151911.500000 Penalty: 3229.091797
	Iteration 13Q: 3 clusters Score -5151912 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34562 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -5152207.500000 Penalty: 3229.091797
	Iteration 14Q: 3 clusters Score -5152208 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35224 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -5152387.500000 Penalty: 3229.091797
	Iteration 15Q: 3 clusters Score -5152388 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35872 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -5152568.500000 Penalty: 3229.091797
	Iteration 16Q: 3 clusters Score -5152568 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36544 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -5152720.500000 Penalty: 3229.091797
	Iteration 17Q: 3 clusters Score -5152720 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37251 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -5152926.000000 Penalty: 3229.091797
	Iteration 18Q: 3 clusters Score -5152926 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38001 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -5153162.500000 Penalty: 3229.091797
	Iteration 19Q: 3 clusters Score -5153162 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38809 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -5153367.000000 Penalty: 3229.091797
	Iteration 20F: 3 clusters Score -5153367 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39695 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -5153674.000000 Penalty: 3229.091797
	Iteration 21Q: 3 clusters Score -5153674 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40559 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -5154000.500000 Penalty: 3229.091797
	Iteration 22Q: 3 clusters Score -5154000 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41415 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -5154285.000000 Penalty: 3229.091797
	Iteration 23Q: 3 clusters Score -5154285 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42305 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -5154635.500000 Penalty: 3229.091797
	Iteration 24Q: 3 clusters Score -5154636 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43208 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -5155013.500000 Penalty: 3229.091797
	Iteration 25Q: 3 clusters Score -5155014 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44122 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -5155391.000000 Penalty: 3229.091797
	Iteration 26Q: 3 clusters Score -5155391 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45030 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -5155808.000000 Penalty: 3229.091797
	Iteration 27Q: 3 clusters Score -5155808 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45898 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -5156226.500000 Penalty: 3229.091797
	Iteration 28Q: 3 clusters Score -5156226 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46702 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -5156645.500000 Penalty: 3229.091797
	Iteration 29Q: 3 clusters Score -5156646 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47378 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -5156945.500000 Penalty: 3229.091797
	Iteration 30Q: 3 clusters Score -5156946 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47999 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -5157267.500000 Penalty: 3229.091797
	Iteration 31Q: 3 clusters Score -5157268 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48517 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -5157604.000000 Penalty: 3229.091797
	Iteration 32Q: 3 clusters Score -5157604 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48985 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -5157907.000000 Penalty: 3229.091797
	Iteration 33Q: 3 clusters Score -5157907 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49378 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -5158139.000000 Penalty: 3229.091797
	Iteration 34Q: 3 clusters Score -5158139 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49686 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -5158312.500000 Penalty: 3229.091797
	Iteration 35Q: 3 clusters Score -5158312 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49934 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -5158463.500000 Penalty: 3229.091797
	Iteration 36Q: 3 clusters Score -5158464 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50132 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -5158601.500000 Penalty: 3229.091797
	Iteration 37Q: 3 clusters Score -5158602 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50280 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -5158700.000000 Penalty: 3229.091797
	Iteration 38Q: 3 clusters Score -5158700 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50384 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -5158765.000000 Penalty: 3229.091797
	Iteration 39Q: 3 clusters Score -5158765 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50456 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -5158804.000000 Penalty: 3229.091797
	Iteration 40F: 3 clusters Score -5158804 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50523 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -5158835.000000 Penalty: 3229.091797
	Iteration 41Q: 3 clusters Score -5158835 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50569 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -5158858.000000 Penalty: 3229.091797
	Iteration 42Q: 3 clusters Score -5158858 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50599 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -5158884.500000 Penalty: 3229.091797
	Iteration 43Q: 3 clusters Score -5158884 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50626 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -5158900.000000 Penalty: 3229.091797
	Iteration 44Q: 3 clusters Score -5158900 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50656 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -5158922.000000 Penalty: 3229.091797
	Iteration 45Q: 3 clusters Score -5158922 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50681 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -5158933.500000 Penalty: 3229.091797
	Iteration 46Q: 3 clusters Score -5158934 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50701 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -5158939.000000 Penalty: 3229.091797
	Iteration 47Q: 3 clusters Score -5158939 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50719 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -5158956.000000 Penalty: 3229.091797
	Iteration 48Q: 3 clusters Score -5158956 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50735 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -5158954.500000 Penalty: 3229.091797
	Iteration 49Q: 3 clusters Score -5158954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50747 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -5158962.000000 Penalty: 3229.091797
	Iteration 50Q: 3 clusters Score -5158962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50761 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -5158973.500000 Penalty: 3229.091797
	Iteration 51Q: 3 clusters Score -5158974 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50775 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -5158981.000000 Penalty: 3229.091797
	Iteration 52Q: 3 clusters Score -5158981 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50786 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -5158988.500000 Penalty: 3229.091797
	Iteration 53Q: 3 clusters Score -5158988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50794 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -5158988.500000 Penalty: 3229.091797
	Iteration 54Q: 3 clusters Score -5158988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50798 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -5158993.500000 Penalty: 3229.091797
	Iteration 55Q: 3 clusters Score -5158994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50800 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -5158986.500000 Penalty: 3229.091797
	Iteration 56Q: 3 clusters Score -5158986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50800 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -5158986.500000 Penalty: 3229.091797
	Iteration 57F: 3 clusters Score -5158986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (200234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200234 members 
Entering Unmasked Estep 
Score: -20099164.000000 Penalty: 1816.437622
	Iteration 0F: 2 clusters Score -2.009916e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100279 members 
Mstep: Class 2 contains 99955 members 
Entering Unmasked Estep 
Score: -19966134.000000 Penalty: 3632.875244
	Iteration 0F: 3 clusters Score -1.996613e+07 nChanged 96265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102390 members 
Mstep: Class 2 contains 97844 members 
Entering Unmasked Estep 
Score: -20023224.000000 Penalty: 3632.875244
	Iteration 1F: 3 clusters Score -2.002322e+07 nChanged 6480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103686 members 
Mstep: Class 2 contains 96548 members 
Entering Unmasked Estep 
Score: -20024862.000000 Penalty: 3632.875244
	Iteration 2Q: 3 clusters Score -2.002486e+07 nChanged 7073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105589 members 
Mstep: Class 2 contains 94645 members 
Entering Unmasked Estep 
Score: -20027136.000000 Penalty: 3632.875244
	Iteration 3Q: 3 clusters Score -2.002714e+07 nChanged 8250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108477 members 
Mstep: Class 2 contains 91757 members 
Entering Unmasked Estep 
Score: -20030732.000000 Penalty: 3632.875244
	Iteration 4Q: 3 clusters Score -2.003073e+07 nChanged 9791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112570 members 
Mstep: Class 2 contains 87664 members 
Entering Unmasked Estep 
Score: -20035708.000000 Penalty: 3632.875244
	Iteration 5Q: 3 clusters Score -2.003571e+07 nChanged 11691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117997 members 
Mstep: Class 2 contains 82237 members 
Entering Unmasked Estep 
Score: -20042924.000000 Penalty: 3632.875244
	Iteration 6F: 3 clusters Score -2.004292e+07 nChanged 13045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124198 members 
Mstep: Class 2 contains 76036 members 
Entering Unmasked Estep 
Score: -20052306.000000 Penalty: 3632.875244
	Iteration 7F: 3 clusters Score -2.005231e+07 nChanged 13563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130097 members 
Mstep: Class 2 contains 70137 members 
Entering Unmasked Estep 
Score: -20062888.000000 Penalty: 3632.875244
	Iteration 8F: 3 clusters Score -2.006289e+07 nChanged 12415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134498 members 
Mstep: Class 2 contains 65736 members 
Entering Unmasked Estep 
Score: -20072696.000000 Penalty: 3632.875244
	Iteration 9F: 3 clusters Score -2.00727e+07 nChanged 10115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137067 members 
Mstep: Class 2 contains 63167 members 
Entering Unmasked Estep 
Score: -20079444.000000 Penalty: 3632.875244
	Iteration 10F: 3 clusters Score -2.007944e+07 nChanged 7246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138375 members 
Mstep: Class 2 contains 61859 members 
Entering Unmasked Estep 
Score: -20082840.000000 Penalty: 3632.875244
	Iteration 11Q: 3 clusters Score -2.008284e+07 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139070 members 
Mstep: Class 2 contains 61164 members 
Entering Unmasked Estep 
Score: -20084586.000000 Penalty: 3632.875244
	Iteration 12Q: 3 clusters Score -2.008459e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139604 members 
Mstep: Class 2 contains 60630 members 
Entering Unmasked Estep 
Score: -20085670.000000 Penalty: 3632.875244
	Iteration 13Q: 3 clusters Score -2.008567e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139949 members 
Mstep: Class 2 contains 60285 members 
Entering Unmasked Estep 
Score: -20086362.000000 Penalty: 3632.875244
	Iteration 14Q: 3 clusters Score -2.008636e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140133 members 
Mstep: Class 2 contains 60101 members 
Entering Unmasked Estep 
Score: -20086688.000000 Penalty: 3632.875244
	Iteration 15Q: 3 clusters Score -2.008669e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140250 members 
Mstep: Class 2 contains 59984 members 
Entering Unmasked Estep 
Score: -20086766.000000 Penalty: 3632.875244
	Iteration 16Q: 3 clusters Score -2.008677e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140294 members 
Mstep: Class 2 contains 59940 members 
Entering Unmasked Estep 
Score: -20086940.000000 Penalty: 3632.875244
	Iteration 17Q: 3 clusters Score -2.008694e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140325 members 
Mstep: Class 2 contains 59909 members 
Entering Unmasked Estep 
Score: -20087136.000000 Penalty: 3632.875244
	Iteration 18Q: 3 clusters Score -2.008714e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140295 members 
Mstep: Class 2 contains 59939 members 
Entering Unmasked Estep 
Score: -20087220.000000 Penalty: 3632.875244
	Iteration 19Q: 3 clusters Score -2.008722e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140179 members 
Mstep: Class 2 contains 60055 members 
Entering Unmasked Estep 
Score: -20087248.000000 Penalty: 3632.875244
	Iteration 20F: 3 clusters Score -2.008725e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140044 members 
Mstep: Class 2 contains 60190 members 
Entering Unmasked Estep 
Score: -20087278.000000 Penalty: 3632.875244
	Iteration 21Q: 3 clusters Score -2.008728e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139913 members 
Mstep: Class 2 contains 60321 members 
Entering Unmasked Estep 
Score: -20087284.000000 Penalty: 3632.875244
	Iteration 22Q: 3 clusters Score -2.008728e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139787 members 
Mstep: Class 2 contains 60447 members 
Entering Unmasked Estep 
Score: -20087340.000000 Penalty: 3632.875244
	Iteration 23Q: 3 clusters Score -2.008734e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139679 members 
Mstep: Class 2 contains 60555 members 
Entering Unmasked Estep 
Score: -20087324.000000 Penalty: 3632.875244
	Iteration 24Q: 3 clusters Score -2.008732e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139566 members 
Mstep: Class 2 contains 60668 members 
Entering Unmasked Estep 
Score: -20087350.000000 Penalty: 3632.875244
	Iteration 25Q: 3 clusters Score -2.008735e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139436 members 
Mstep: Class 2 contains 60798 members 
Entering Unmasked Estep 
Score: -20087382.000000 Penalty: 3632.875244
	Iteration 26Q: 3 clusters Score -2.008738e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139323 members 
Mstep: Class 2 contains 60911 members 
Entering Unmasked Estep 
Score: -20087356.000000 Penalty: 3632.875244
	Iteration 27Q: 3 clusters Score -2.008736e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139198 members 
Mstep: Class 2 contains 61036 members 
Entering Unmasked Estep 
Score: -20087390.000000 Penalty: 3632.875244
	Iteration 28Q: 3 clusters Score -2.008739e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139058 members 
Mstep: Class 2 contains 61176 members 
Entering Unmasked Estep 
Score: -20087388.000000 Penalty: 3632.875244
	Iteration 29Q: 3 clusters Score -2.008739e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138942 members 
Mstep: Class 2 contains 61292 members 
Entering Unmasked Estep 
Score: -20087406.000000 Penalty: 3632.875244
	Iteration 30Q: 3 clusters Score -2.008741e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138810 members 
Mstep: Class 2 contains 61424 members 
Entering Unmasked Estep 
Score: -20087436.000000 Penalty: 3632.875244
	Iteration 31Q: 3 clusters Score -2.008744e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138672 members 
Mstep: Class 2 contains 61562 members 
Entering Unmasked Estep 
Score: -20087408.000000 Penalty: 3632.875244
	Iteration 32Q: 3 clusters Score -2.008741e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138509 members 
Mstep: Class 2 contains 61725 members 
Entering Unmasked Estep 
Score: -20087408.000000 Penalty: 3632.875244
	Iteration 33Q: 3 clusters Score -2.008741e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138365 members 
Mstep: Class 2 contains 61869 members 
Entering Unmasked Estep 
Score: -20087402.000000 Penalty: 3632.875244
	Iteration 34Q: 3 clusters Score -2.00874e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138235 members 
Mstep: Class 2 contains 61999 members 
Entering Unmasked Estep 
Score: -20087372.000000 Penalty: 3632.875244
	Iteration 35Q: 3 clusters Score -2.008737e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138116 members 
Mstep: Class 2 contains 62118 members 
Entering Unmasked Estep 
Score: -20087370.000000 Penalty: 3632.875244
	Iteration 36Q: 3 clusters Score -2.008737e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137996 members 
Mstep: Class 2 contains 62238 members 
Entering Unmasked Estep 
Score: -20087420.000000 Penalty: 3632.875244
	Iteration 37Q: 3 clusters Score -2.008742e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137884 members 
Mstep: Class 2 contains 62350 members 
Entering Unmasked Estep 
Score: -20087386.000000 Penalty: 3632.875244
	Iteration 38Q: 3 clusters Score -2.008739e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137782 members 
Mstep: Class 2 contains 62452 members 
Entering Unmasked Estep 
Score: -20087410.000000 Penalty: 3632.875244
	Iteration 39Q: 3 clusters Score -2.008741e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137684 members 
Mstep: Class 2 contains 62550 members 
Entering Unmasked Estep 
Score: -20087388.000000 Penalty: 3632.875244
	Iteration 40F: 3 clusters Score -2.008739e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137580 members 
Mstep: Class 2 contains 62654 members 
Entering Unmasked Estep 
Score: -20087392.000000 Penalty: 3632.875244
	Iteration 41Q: 3 clusters Score -2.008739e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137480 members 
Mstep: Class 2 contains 62754 members 
Entering Unmasked Estep 
Score: -20087362.000000 Penalty: 3632.875244
	Iteration 42Q: 3 clusters Score -2.008736e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137368 members 
Mstep: Class 2 contains 62866 members 
Entering Unmasked Estep 
Score: -20087360.000000 Penalty: 3632.875244
	Iteration 43Q: 3 clusters Score -2.008736e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137251 members 
Mstep: Class 2 contains 62983 members 
Entering Unmasked Estep 
Score: -20087376.000000 Penalty: 3632.875244
	Iteration 44Q: 3 clusters Score -2.008738e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137161 members 
Mstep: Class 2 contains 63073 members 
Entering Unmasked Estep 
Score: -20087360.000000 Penalty: 3632.875244
	Iteration 45Q: 3 clusters Score -2.008736e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137083 members 
Mstep: Class 2 contains 63151 members 
Entering Unmasked Estep 
Score: -20087324.000000 Penalty: 3632.875244
	Iteration 46Q: 3 clusters Score -2.008732e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137013 members 
Mstep: Class 2 contains 63221 members 
Entering Unmasked Estep 
Score: -20087340.000000 Penalty: 3632.875244
	Iteration 47Q: 3 clusters Score -2.008734e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136949 members 
Mstep: Class 2 contains 63285 members 
Entering Unmasked Estep 
Score: -20087346.000000 Penalty: 3632.875244
	Iteration 48Q: 3 clusters Score -2.008735e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136886 members 
Mstep: Class 2 contains 63348 members 
Entering Unmasked Estep 
Score: -20087340.000000 Penalty: 3632.875244
	Iteration 49Q: 3 clusters Score -2.008734e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136819 members 
Mstep: Class 2 contains 63415 members 
Entering Unmasked Estep 
Score: -20087316.000000 Penalty: 3632.875244
	Iteration 50Q: 3 clusters Score -2.008732e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136746 members 
Mstep: Class 2 contains 63488 members 
Entering Unmasked Estep 
Score: -20087342.000000 Penalty: 3632.875244
	Iteration 51Q: 3 clusters Score -2.008734e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136667 members 
Mstep: Class 2 contains 63567 members 
Entering Unmasked Estep 
Score: -20087322.000000 Penalty: 3632.875244
	Iteration 52Q: 3 clusters Score -2.008732e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136579 members 
Mstep: Class 2 contains 63655 members 
Entering Unmasked Estep 
Score: -20087322.000000 Penalty: 3632.875244
	Iteration 53Q: 3 clusters Score -2.008732e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136488 members 
Mstep: Class 2 contains 63746 members 
Entering Unmasked Estep 
Score: -20087328.000000 Penalty: 3632.875244
	Iteration 54Q: 3 clusters Score -2.008733e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136383 members 
Mstep: Class 2 contains 63851 members 
Entering Unmasked Estep 
Score: -20087326.000000 Penalty: 3632.875244
	Iteration 55Q: 3 clusters Score -2.008733e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136285 members 
Mstep: Class 2 contains 63949 members 
Entering Unmasked Estep 
Score: -20087338.000000 Penalty: 3632.875244
	Iteration 56Q: 3 clusters Score -2.008734e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136174 members 
Mstep: Class 2 contains 64060 members 
Entering Unmasked Estep 
Score: -20087366.000000 Penalty: 3632.875244
	Iteration 57Q: 3 clusters Score -2.008737e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136053 members 
Mstep: Class 2 contains 64181 members 
Entering Unmasked Estep 
Score: -20087366.000000 Penalty: 3632.875244
	Iteration 58Q: 3 clusters Score -2.008737e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135928 members 
Mstep: Class 2 contains 64306 members 
Entering Unmasked Estep 
Score: -20087392.000000 Penalty: 3632.875244
	Iteration 59Q: 3 clusters Score -2.008739e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135817 members 
Mstep: Class 2 contains 64417 members 
Entering Unmasked Estep 
Score: -20087404.000000 Penalty: 3632.875244
	Iteration 60F: 3 clusters Score -2.00874e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135704 members 
Mstep: Class 2 contains 64530 members 
Entering Unmasked Estep 
Score: -20087426.000000 Penalty: 3632.875244
	Iteration 61Q: 3 clusters Score -2.008743e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135581 members 
Mstep: Class 2 contains 64653 members 
Entering Unmasked Estep 
Score: -20087386.000000 Penalty: 3632.875244
	Iteration 62Q: 3 clusters Score -2.008739e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135469 members 
Mstep: Class 2 contains 64765 members 
Entering Unmasked Estep 
Score: -20087408.000000 Penalty: 3632.875244
	Iteration 63Q: 3 clusters Score -2.008741e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135351 members 
Mstep: Class 2 contains 64883 members 
Entering Unmasked Estep 
Score: -20087422.000000 Penalty: 3632.875244
	Iteration 64Q: 3 clusters Score -2.008742e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135215 members 
Mstep: Class 2 contains 65019 members 
Entering Unmasked Estep 
Score: -20087464.000000 Penalty: 3632.875244
	Iteration 65Q: 3 clusters Score -2.008746e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135085 members 
Mstep: Class 2 contains 65149 members 
Entering Unmasked Estep 
Score: -20087492.000000 Penalty: 3632.875244
	Iteration 66Q: 3 clusters Score -2.008749e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134960 members 
Mstep: Class 2 contains 65274 members 
Entering Unmasked Estep 
Score: -20087458.000000 Penalty: 3632.875244
	Iteration 67Q: 3 clusters Score -2.008746e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134822 members 
Mstep: Class 2 contains 65412 members 
Entering Unmasked Estep 
Score: -20087490.000000 Penalty: 3632.875244
	Iteration 68Q: 3 clusters Score -2.008749e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134685 members 
Mstep: Class 2 contains 65549 members 
Entering Unmasked Estep 
Score: -20087492.000000 Penalty: 3632.875244
	Iteration 69Q: 3 clusters Score -2.008749e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134541 members 
Mstep: Class 2 contains 65693 members 
Entering Unmasked Estep 
Score: -20087502.000000 Penalty: 3632.875244
	Iteration 70Q: 3 clusters Score -2.00875e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134391 members 
Mstep: Class 2 contains 65843 members 
Entering Unmasked Estep 
Score: -20087474.000000 Penalty: 3632.875244
	Iteration 71Q: 3 clusters Score -2.008747e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134234 members 
Mstep: Class 2 contains 66000 members 
Entering Unmasked Estep 
Score: -20087470.000000 Penalty: 3632.875244
	Iteration 72Q: 3 clusters Score -2.008747e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134094 members 
Mstep: Class 2 contains 66140 members 
Entering Unmasked Estep 
Score: -20087462.000000 Penalty: 3632.875244
	Iteration 73Q: 3 clusters Score -2.008746e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133945 members 
Mstep: Class 2 contains 66289 members 
Entering Unmasked Estep 
Score: -20087462.000000 Penalty: 3632.875244
	Iteration 74Q: 3 clusters Score -2.008746e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133782 members 
Mstep: Class 2 contains 66452 members 
Entering Unmasked Estep 
Score: -20087454.000000 Penalty: 3632.875244
	Iteration 75Q: 3 clusters Score -2.008745e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133637 members 
Mstep: Class 2 contains 66597 members 
Entering Unmasked Estep 
Score: -20087448.000000 Penalty: 3632.875244
	Iteration 76Q: 3 clusters Score -2.008745e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133521 members 
Mstep: Class 2 contains 66713 members 
Entering Unmasked Estep 
Score: -20087460.000000 Penalty: 3632.875244
	Iteration 77Q: 3 clusters Score -2.008746e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133403 members 
Mstep: Class 2 contains 66831 members 
Entering Unmasked Estep 
Score: -20087466.000000 Penalty: 3632.875244
	Iteration 78Q: 3 clusters Score -2.008747e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133281 members 
Mstep: Class 2 contains 66953 members 
Entering Unmasked Estep 
Score: -20087452.000000 Penalty: 3632.875244
	Iteration 79Q: 3 clusters Score -2.008745e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133160 members 
Mstep: Class 2 contains 67074 members 
Entering Unmasked Estep 
Score: -20087448.000000 Penalty: 3632.875244
	Iteration 80F: 3 clusters Score -2.008745e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133032 members 
Mstep: Class 2 contains 67202 members 
Entering Unmasked Estep 
Score: -20087482.000000 Penalty: 3632.875244
	Iteration 81Q: 3 clusters Score -2.008748e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132894 members 
Mstep: Class 2 contains 67340 members 
Entering Unmasked Estep 
Score: -20087504.000000 Penalty: 3632.875244
	Iteration 82Q: 3 clusters Score -2.00875e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132763 members 
Mstep: Class 2 contains 67471 members 
Entering Unmasked Estep 
Score: -20087508.000000 Penalty: 3632.875244
	Iteration 83Q: 3 clusters Score -2.008751e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132639 members 
Mstep: Class 2 contains 67595 members 
Entering Unmasked Estep 
Score: -20087504.000000 Penalty: 3632.875244
	Iteration 84Q: 3 clusters Score -2.00875e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132524 members 
Mstep: Class 2 contains 67710 members 
Entering Unmasked Estep 
Score: -20087488.000000 Penalty: 3632.875244
	Iteration 85Q: 3 clusters Score -2.008749e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132392 members 
Mstep: Class 2 contains 67842 members 
Entering Unmasked Estep 
Score: -20087472.000000 Penalty: 3632.875244
	Iteration 86Q: 3 clusters Score -2.008747e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132246 members 
Mstep: Class 2 contains 67988 members 
Entering Unmasked Estep 
Score: -20087484.000000 Penalty: 3632.875244
	Iteration 87Q: 3 clusters Score -2.008748e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132090 members 
Mstep: Class 2 contains 68144 members 
Entering Unmasked Estep 
Score: -20087462.000000 Penalty: 3632.875244
	Iteration 88Q: 3 clusters Score -2.008746e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131928 members 
Mstep: Class 2 contains 68306 members 
Entering Unmasked Estep 
Score: -20087498.000000 Penalty: 3632.875244
	Iteration 89Q: 3 clusters Score -2.00875e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131782 members 
Mstep: Class 2 contains 68452 members 
Entering Unmasked Estep 
Score: -20087476.000000 Penalty: 3632.875244
	Iteration 90Q: 3 clusters Score -2.008748e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131632 members 
Mstep: Class 2 contains 68602 members 
Entering Unmasked Estep 
Score: -20087516.000000 Penalty: 3632.875244
	Iteration 91Q: 3 clusters Score -2.008752e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131498 members 
Mstep: Class 2 contains 68736 members 
Entering Unmasked Estep 
Score: -20087496.000000 Penalty: 3632.875244
	Iteration 92Q: 3 clusters Score -2.00875e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131366 members 
Mstep: Class 2 contains 68868 members 
Entering Unmasked Estep 
Score: -20087506.000000 Penalty: 3632.875244
	Iteration 93Q: 3 clusters Score -2.008751e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131247 members 
Mstep: Class 2 contains 68987 members 
Entering Unmasked Estep 
Score: -20087498.000000 Penalty: 3632.875244
	Iteration 94Q: 3 clusters Score -2.00875e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131140 members 
Mstep: Class 2 contains 69094 members 
Entering Unmasked Estep 
Score: -20087496.000000 Penalty: 3632.875244
	Iteration 95Q: 3 clusters Score -2.00875e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131009 members 
Mstep: Class 2 contains 69225 members 
Entering Unmasked Estep 
Score: -20087512.000000 Penalty: 3632.875244
	Iteration 96Q: 3 clusters Score -2.008751e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130895 members 
Mstep: Class 2 contains 69339 members 
Entering Unmasked Estep 
Score: -20087532.000000 Penalty: 3632.875244
	Iteration 97Q: 3 clusters Score -2.008753e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130786 members 
Mstep: Class 2 contains 69448 members 
Entering Unmasked Estep 
Score: -20087530.000000 Penalty: 3632.875244
	Iteration 98Q: 3 clusters Score -2.008753e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130674 members 
Mstep: Class 2 contains 69560 members 
Entering Unmasked Estep 
Score: -20087508.000000 Penalty: 3632.875244
	Iteration 99Q: 3 clusters Score -2.008751e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130571 members 
Mstep: Class 2 contains 69663 members 
Entering Unmasked Estep 
Score: -20087496.000000 Penalty: 3632.875244
	Iteration 100F: 3 clusters Score -2.00875e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130475 members 
Mstep: Class 2 contains 69759 members 
Entering Unmasked Estep 
Score: -20087490.000000 Penalty: 3632.875244
	Iteration 101Q: 3 clusters Score -2.008749e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130387 members 
Mstep: Class 2 contains 69847 members 
Entering Unmasked Estep 
Score: -20087502.000000 Penalty: 3632.875244
	Iteration 102Q: 3 clusters Score -2.00875e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130301 members 
Mstep: Class 2 contains 69933 members 
Entering Unmasked Estep 
Score: -20087510.000000 Penalty: 3632.875244
	Iteration 103Q: 3 clusters Score -2.008751e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130225 members 
Mstep: Class 2 contains 70009 members 
Entering Unmasked Estep 
Score: -20087540.000000 Penalty: 3632.875244
	Iteration 104Q: 3 clusters Score -2.008754e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130142 members 
Mstep: Class 2 contains 70092 members 
Entering Unmasked Estep 
Score: -20087502.000000 Penalty: 3632.875244
	Iteration 105Q: 3 clusters Score -2.00875e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130051 members 
Mstep: Class 2 contains 70183 members 
Entering Unmasked Estep 
Score: -20087514.000000 Penalty: 3632.875244
	Iteration 106Q: 3 clusters Score -2.008751e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129959 members 
Mstep: Class 2 contains 70275 members 
Entering Unmasked Estep 
Score: -20087514.000000 Penalty: 3632.875244
	Iteration 107Q: 3 clusters Score -2.008751e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129867 members 
Mstep: Class 2 contains 70367 members 
Entering Unmasked Estep 
Score: -20087488.000000 Penalty: 3632.875244
	Iteration 108Q: 3 clusters Score -2.008749e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129767 members 
Mstep: Class 2 contains 70467 members 
Entering Unmasked Estep 
Score: -20087474.000000 Penalty: 3632.875244
	Iteration 109Q: 3 clusters Score -2.008747e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129667 members 
Mstep: Class 2 contains 70567 members 
Entering Unmasked Estep 
Score: -20087490.000000 Penalty: 3632.875244
	Iteration 110Q: 3 clusters Score -2.008749e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129565 members 
Mstep: Class 2 contains 70669 members 
Entering Unmasked Estep 
Score: -20087486.000000 Penalty: 3632.875244
	Iteration 111Q: 3 clusters Score -2.008749e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129480 members 
Mstep: Class 2 contains 70754 members 
Entering Unmasked Estep 
Score: -20087496.000000 Penalty: 3632.875244
	Iteration 112Q: 3 clusters Score -2.00875e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129411 members 
Mstep: Class 2 contains 70823 members 
Entering Unmasked Estep 
Score: -20087500.000000 Penalty: 3632.875244
	Iteration 113Q: 3 clusters Score -2.00875e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129348 members 
Mstep: Class 2 contains 70886 members 
Entering Unmasked Estep 
Score: -20087510.000000 Penalty: 3632.875244
	Iteration 114Q: 3 clusters Score -2.008751e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129283 members 
Mstep: Class 2 contains 70951 members 
Entering Unmasked Estep 
Score: -20087534.000000 Penalty: 3632.875244
	Iteration 115Q: 3 clusters Score -2.008753e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129217 members 
Mstep: Class 2 contains 71017 members 
Entering Unmasked Estep 
Score: -20087552.000000 Penalty: 3632.875244
	Iteration 116Q: 3 clusters Score -2.008755e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129151 members 
Mstep: Class 2 contains 71083 members 
Entering Unmasked Estep 
Score: -20087522.000000 Penalty: 3632.875244
	Iteration 117Q: 3 clusters Score -2.008752e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129080 members 
Mstep: Class 2 contains 71154 members 
Entering Unmasked Estep 
Score: -20087534.000000 Penalty: 3632.875244
	Iteration 118Q: 3 clusters Score -2.008753e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129005 members 
Mstep: Class 2 contains 71229 members 
Entering Unmasked Estep 
Score: -20087508.000000 Penalty: 3632.875244
	Iteration 119Q: 3 clusters Score -2.008751e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128937 members 
Mstep: Class 2 contains 71297 members 
Entering Unmasked Estep 
Score: -20087500.000000 Penalty: 3632.875244
	Iteration 120F: 3 clusters Score -2.00875e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128863 members 
Mstep: Class 2 contains 71371 members 
Entering Unmasked Estep 
Score: -20087504.000000 Penalty: 3632.875244
	Iteration 121Q: 3 clusters Score -2.00875e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128783 members 
Mstep: Class 2 contains 71451 members 
Entering Unmasked Estep 
Score: -20087500.000000 Penalty: 3632.875244
	Iteration 122Q: 3 clusters Score -2.00875e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128718 members 
Mstep: Class 2 contains 71516 members 
Entering Unmasked Estep 
Score: -20087484.000000 Penalty: 3632.875244
	Iteration 123Q: 3 clusters Score -2.008748e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128658 members 
Mstep: Class 2 contains 71576 members 
Entering Unmasked Estep 
Score: -20087500.000000 Penalty: 3632.875244
	Iteration 124Q: 3 clusters Score -2.00875e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128595 members 
Mstep: Class 2 contains 71639 members 
Entering Unmasked Estep 
Score: -20087518.000000 Penalty: 3632.875244
	Iteration 125Q: 3 clusters Score -2.008752e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128523 members 
Mstep: Class 2 contains 71711 members 
Entering Unmasked Estep 
Score: -20087520.000000 Penalty: 3632.875244
	Iteration 126Q: 3 clusters Score -2.008752e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128452 members 
Mstep: Class 2 contains 71782 members 
Entering Unmasked Estep 
Score: -20087518.000000 Penalty: 3632.875244
	Iteration 127Q: 3 clusters Score -2.008752e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128370 members 
Mstep: Class 2 contains 71864 members 
Entering Unmasked Estep 
Score: -20087494.000000 Penalty: 3632.875244
	Iteration 128Q: 3 clusters Score -2.008749e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128280 members 
Mstep: Class 2 contains 71954 members 
Entering Unmasked Estep 
Score: -20087486.000000 Penalty: 3632.875244
	Iteration 129Q: 3 clusters Score -2.008749e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128192 members 
Mstep: Class 2 contains 72042 members 
Entering Unmasked Estep 
Score: -20087470.000000 Penalty: 3632.875244
	Iteration 130Q: 3 clusters Score -2.008747e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128110 members 
Mstep: Class 2 contains 72124 members 
Entering Unmasked Estep 
Score: -20087498.000000 Penalty: 3632.875244
	Iteration 131Q: 3 clusters Score -2.00875e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128021 members 
Mstep: Class 2 contains 72213 members 
Entering Unmasked Estep 
Score: -20087512.000000 Penalty: 3632.875244
	Iteration 132Q: 3 clusters Score -2.008751e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127932 members 
Mstep: Class 2 contains 72302 members 
Entering Unmasked Estep 
Score: -20087500.000000 Penalty: 3632.875244
	Iteration 133Q: 3 clusters Score -2.00875e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127837 members 
Mstep: Class 2 contains 72397 members 
Entering Unmasked Estep 
Score: -20087510.000000 Penalty: 3632.875244
	Iteration 134Q: 3 clusters Score -2.008751e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127741 members 
Mstep: Class 2 contains 72493 members 
Entering Unmasked Estep 
Score: -20087510.000000 Penalty: 3632.875244
	Iteration 135Q: 3 clusters Score -2.008751e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127660 members 
Mstep: Class 2 contains 72574 members 
Entering Unmasked Estep 
Score: -20087492.000000 Penalty: 3632.875244
	Iteration 136Q: 3 clusters Score -2.008749e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127578 members 
Mstep: Class 2 contains 72656 members 
Entering Unmasked Estep 
Score: -20087494.000000 Penalty: 3632.875244
	Iteration 137Q: 3 clusters Score -2.008749e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127508 members 
Mstep: Class 2 contains 72726 members 
Entering Unmasked Estep 
Score: -20087452.000000 Penalty: 3632.875244
	Iteration 138Q: 3 clusters Score -2.008745e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127445 members 
Mstep: Class 2 contains 72789 members 
Entering Unmasked Estep 
Score: -20087452.000000 Penalty: 3632.875244
	Iteration 139Q: 3 clusters Score -2.008745e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127389 members 
Mstep: Class 2 contains 72845 members 
Entering Unmasked Estep 
Score: -20087472.000000 Penalty: 3632.875244
	Iteration 140F: 3 clusters Score -2.008747e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127332 members 
Mstep: Class 2 contains 72902 members 
Entering Unmasked Estep 
Score: -20087472.000000 Penalty: 3632.875244
	Iteration 141Q: 3 clusters Score -2.008747e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127271 members 
Mstep: Class 2 contains 72963 members 
Entering Unmasked Estep 
Score: -20087486.000000 Penalty: 3632.875244
	Iteration 142Q: 3 clusters Score -2.008749e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127223 members 
Mstep: Class 2 contains 73011 members 
Entering Unmasked Estep 
Score: -20087472.000000 Penalty: 3632.875244
	Iteration 143Q: 3 clusters Score -2.008747e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127178 members 
Mstep: Class 2 contains 73056 members 
Entering Unmasked Estep 
Score: -20087466.000000 Penalty: 3632.875244
	Iteration 144Q: 3 clusters Score -2.008747e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127127 members 
Mstep: Class 2 contains 73107 members 
Entering Unmasked Estep 
Score: -20087472.000000 Penalty: 3632.875244
	Iteration 145Q: 3 clusters Score -2.008747e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127078 members 
Mstep: Class 2 contains 73156 members 
Entering Unmasked Estep 
Score: -20087456.000000 Penalty: 3632.875244
	Iteration 146Q: 3 clusters Score -2.008746e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127044 members 
Mstep: Class 2 contains 73190 members 
Entering Unmasked Estep 
Score: -20087468.000000 Penalty: 3632.875244
	Iteration 147Q: 3 clusters Score -2.008747e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127009 members 
Mstep: Class 2 contains 73225 members 
Entering Unmasked Estep 
Score: -20087466.000000 Penalty: 3632.875244
	Iteration 148Q: 3 clusters Score -2.008747e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126974 members 
Mstep: Class 2 contains 73260 members 
Entering Unmasked Estep 
Score: -20087476.000000 Penalty: 3632.875244
	Iteration 149Q: 3 clusters Score -2.008748e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126942 members 
Mstep: Class 2 contains 73292 members 
Entering Unmasked Estep 
Score: -20087484.000000 Penalty: 3632.875244
	Iteration 150Q: 3 clusters Score -2.008748e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126915 members 
Mstep: Class 2 contains 73319 members 
Entering Unmasked Estep 
Score: -20087506.000000 Penalty: 3632.875244
	Iteration 151Q: 3 clusters Score -2.008751e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126889 members 
Mstep: Class 2 contains 73345 members 
Entering Unmasked Estep 
Score: -20087488.000000 Penalty: 3632.875244
	Iteration 152Q: 3 clusters Score -2.008749e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126859 members 
Mstep: Class 2 contains 73375 members 
Entering Unmasked Estep 
Score: -20087486.000000 Penalty: 3632.875244
	Iteration 153Q: 3 clusters Score -2.008749e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126837 members 
Mstep: Class 2 contains 73397 members 
Entering Unmasked Estep 
Score: -20087488.000000 Penalty: 3632.875244
	Iteration 154Q: 3 clusters Score -2.008749e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126819 members 
Mstep: Class 2 contains 73415 members 
Entering Unmasked Estep 
Score: -20087470.000000 Penalty: 3632.875244
	Iteration 155Q: 3 clusters Score -2.008747e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126807 members 
Mstep: Class 2 contains 73427 members 
Entering Unmasked Estep 
Score: -20087464.000000 Penalty: 3632.875244
	Iteration 156Q: 3 clusters Score -2.008746e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126793 members 
Mstep: Class 2 contains 73441 members 
Entering Unmasked Estep 
Score: -20087458.000000 Penalty: 3632.875244
	Iteration 157Q: 3 clusters Score -2.008746e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126784 members 
Mstep: Class 2 contains 73450 members 
Entering Unmasked Estep 
Score: -20087454.000000 Penalty: 3632.875244
	Iteration 158Q: 3 clusters Score -2.008745e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126771 members 
Mstep: Class 2 contains 73463 members 
Entering Unmasked Estep 
Score: -20087458.000000 Penalty: 3632.875244
	Iteration 159Q: 3 clusters Score -2.008746e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126763 members 
Mstep: Class 2 contains 73471 members 
Entering Unmasked Estep 
Score: -20087446.000000 Penalty: 3632.875244
	Iteration 160F: 3 clusters Score -2.008745e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126751 members 
Mstep: Class 2 contains 73483 members 
Entering Unmasked Estep 
Score: -20087456.000000 Penalty: 3632.875244
	Iteration 161Q: 3 clusters Score -2.008746e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126739 members 
Mstep: Class 2 contains 73495 members 
Entering Unmasked Estep 
Score: -20087466.000000 Penalty: 3632.875244
	Iteration 162Q: 3 clusters Score -2.008747e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126731 members 
Mstep: Class 2 contains 73503 members 
Entering Unmasked Estep 
Score: -20087456.000000 Penalty: 3632.875244
	Iteration 163Q: 3 clusters Score -2.008746e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126723 members 
Mstep: Class 2 contains 73511 members 
Entering Unmasked Estep 
Score: -20087462.000000 Penalty: 3632.875244
	Iteration 164Q: 3 clusters Score -2.008746e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126717 members 
Mstep: Class 2 contains 73517 members 
Entering Unmasked Estep 
Score: -20087456.000000 Penalty: 3632.875244
	Iteration 165Q: 3 clusters Score -2.008746e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126713 members 
Mstep: Class 2 contains 73521 members 
Entering Unmasked Estep 
Score: -20087456.000000 Penalty: 3632.875244
	Iteration 166Q: 3 clusters Score -2.008746e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126710 members 
Mstep: Class 2 contains 73524 members 
Entering Unmasked Estep 
Score: -20087462.000000 Penalty: 3632.875244
	Iteration 167Q: 3 clusters Score -2.008746e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126708 members 
Mstep: Class 2 contains 73526 members 
Entering Unmasked Estep 
Score: -20087470.000000 Penalty: 3632.875244
	Iteration 168Q: 3 clusters Score -2.008747e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126705 members 
Mstep: Class 2 contains 73529 members 
Entering Unmasked Estep 
Score: -20087464.000000 Penalty: 3632.875244
	Iteration 169Q: 3 clusters Score -2.008746e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126699 members 
Mstep: Class 2 contains 73535 members 
Entering Unmasked Estep 
Score: -20087456.000000 Penalty: 3632.875244
	Iteration 170Q: 3 clusters Score -2.008746e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126690 members 
Mstep: Class 2 contains 73544 members 
Entering Unmasked Estep 
Score: -20087458.000000 Penalty: 3632.875244
	Iteration 171Q: 3 clusters Score -2.008746e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126663 members 
Mstep: Class 2 contains 73571 members 
Entering Unmasked Estep 
Score: -20087456.000000 Penalty: 3632.875244
	Iteration 172Q: 3 clusters Score -2.008746e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126646 members 
Mstep: Class 2 contains 73588 members 
Entering Unmasked Estep 
Score: -20087446.000000 Penalty: 3632.875244
	Iteration 173Q: 3 clusters Score -2.008745e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126630 members 
Mstep: Class 2 contains 73604 members 
Entering Unmasked Estep 
Score: -20087460.000000 Penalty: 3632.875244
	Iteration 174Q: 3 clusters Score -2.008746e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126621 members 
Mstep: Class 2 contains 73613 members 
Entering Unmasked Estep 
Score: -20087452.000000 Penalty: 3632.875244
	Iteration 175Q: 3 clusters Score -2.008745e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126610 members 
Mstep: Class 2 contains 73624 members 
Entering Unmasked Estep 
Score: -20087468.000000 Penalty: 3632.875244
	Iteration 176Q: 3 clusters Score -2.008747e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126594 members 
Mstep: Class 2 contains 73640 members 
Entering Unmasked Estep 
Score: -20087470.000000 Penalty: 3632.875244
	Iteration 177Q: 3 clusters Score -2.008747e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126583 members 
Mstep: Class 2 contains 73651 members 
Entering Unmasked Estep 
Score: -20087460.000000 Penalty: 3632.875244
	Iteration 178Q: 3 clusters Score -2.008746e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126578 members 
Mstep: Class 2 contains 73656 members 
Entering Unmasked Estep 
Score: -20087470.000000 Penalty: 3632.875244
	Iteration 179Q: 3 clusters Score -2.008747e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126569 members 
Mstep: Class 2 contains 73665 members 
Entering Unmasked Estep 
Score: -20087474.000000 Penalty: 3632.875244
	Iteration 180F: 3 clusters Score -2.008747e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126561 members 
Mstep: Class 2 contains 73673 members 
Entering Unmasked Estep 
Score: -20087464.000000 Penalty: 3632.875244
	Iteration 181Q: 3 clusters Score -2.008746e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126553 members 
Mstep: Class 2 contains 73681 members 
Entering Unmasked Estep 
Score: -20087464.000000 Penalty: 3632.875244
	Iteration 182Q: 3 clusters Score -2.008746e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126548 members 
Mstep: Class 2 contains 73686 members 
Entering Unmasked Estep 
Score: -20087464.000000 Penalty: 3632.875244
	Iteration 183Q: 3 clusters Score -2.008746e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126544 members 
Mstep: Class 2 contains 73690 members 
Entering Unmasked Estep 
Score: -20087472.000000 Penalty: 3632.875244
	Iteration 184Q: 3 clusters Score -2.008747e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126542 members 
Mstep: Class 2 contains 73692 members 
Entering Unmasked Estep 
Score: -20087454.000000 Penalty: 3632.875244
	Iteration 185Q: 3 clusters Score -2.008745e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126538 members 
Mstep: Class 2 contains 73696 members 
Entering Unmasked Estep 
Score: -20087450.000000 Penalty: 3632.875244
	Iteration 186Q: 3 clusters Score -2.008745e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126531 members 
Mstep: Class 2 contains 73703 members 
Entering Unmasked Estep 
Score: -20087466.000000 Penalty: 3632.875244
	Iteration 187Q: 3 clusters Score -2.008747e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126527 members 
Mstep: Class 2 contains 73707 members 
Entering Unmasked Estep 
Score: -20087470.000000 Penalty: 3632.875244
	Iteration 188Q: 3 clusters Score -2.008747e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126521 members 
Mstep: Class 2 contains 73713 members 
Entering Unmasked Estep 
Score: -20087468.000000 Penalty: 3632.875244
	Iteration 189Q: 3 clusters Score -2.008747e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126516 members 
Mstep: Class 2 contains 73718 members 
Entering Unmasked Estep 
Score: -20087470.000000 Penalty: 3632.875244
	Iteration 190Q: 3 clusters Score -2.008747e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126510 members 
Mstep: Class 2 contains 73724 members 
Entering Unmasked Estep 
Score: -20087478.000000 Penalty: 3632.875244
	Iteration 191Q: 3 clusters Score -2.008748e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126502 members 
Mstep: Class 2 contains 73732 members 
Entering Unmasked Estep 
Score: -20087484.000000 Penalty: 3632.875244
	Iteration 192Q: 3 clusters Score -2.008748e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126490 members 
Mstep: Class 2 contains 73744 members 
Entering Unmasked Estep 
Score: -20087480.000000 Penalty: 3632.875244
	Iteration 193Q: 3 clusters Score -2.008748e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126477 members 
Mstep: Class 2 contains 73757 members 
Entering Unmasked Estep 
Score: -20087484.000000 Penalty: 3632.875244
	Iteration 194Q: 3 clusters Score -2.008748e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126474 members 
Mstep: Class 2 contains 73760 members 
Entering Unmasked Estep 
Score: -20087502.000000 Penalty: 3632.875244
	Iteration 195Q: 3 clusters Score -2.00875e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126467 members 
Mstep: Class 2 contains 73767 members 
Entering Unmasked Estep 
Score: -20087494.000000 Penalty: 3632.875244
	Iteration 196Q: 3 clusters Score -2.008749e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126458 members 
Mstep: Class 2 contains 73776 members 
Entering Unmasked Estep 
Score: -20087486.000000 Penalty: 3632.875244
	Iteration 197Q: 3 clusters Score -2.008749e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126447 members 
Mstep: Class 2 contains 73787 members 
Entering Unmasked Estep 
Score: -20087498.000000 Penalty: 3632.875244
	Iteration 198Q: 3 clusters Score -2.00875e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126434 members 
Mstep: Class 2 contains 73800 members 
Entering Unmasked Estep 
Score: -20087492.000000 Penalty: 3632.875244
	Iteration 199Q: 3 clusters Score -2.008749e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126415 members 
Mstep: Class 2 contains 73819 members 
Entering Unmasked Estep 
Score: -20087482.000000 Penalty: 3632.875244
	Iteration 200F: 3 clusters Score -2.008748e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126398 members 
Mstep: Class 2 contains 73836 members 
Entering Unmasked Estep 
Score: -20087490.000000 Penalty: 3632.875244
	Iteration 201Q: 3 clusters Score -2.008749e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126377 members 
Mstep: Class 2 contains 73857 members 
Entering Unmasked Estep 
Score: -20087486.000000 Penalty: 3632.875244
	Iteration 202Q: 3 clusters Score -2.008749e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126360 members 
Mstep: Class 2 contains 73874 members 
Entering Unmasked Estep 
Score: -20087500.000000 Penalty: 3632.875244
	Iteration 203Q: 3 clusters Score -2.00875e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126336 members 
Mstep: Class 2 contains 73898 members 
Entering Unmasked Estep 
Score: -20087492.000000 Penalty: 3632.875244
	Iteration 204Q: 3 clusters Score -2.008749e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126318 members 
Mstep: Class 2 contains 73916 members 
Entering Unmasked Estep 
Score: -20087492.000000 Penalty: 3632.875244
	Iteration 205Q: 3 clusters Score -2.008749e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126302 members 
Mstep: Class 2 contains 73932 members 
Entering Unmasked Estep 
Score: -20087484.000000 Penalty: 3632.875244
	Iteration 206Q: 3 clusters Score -2.008748e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126293 members 
Mstep: Class 2 contains 73941 members 
Entering Unmasked Estep 
Score: -20087486.000000 Penalty: 3632.875244
	Iteration 207Q: 3 clusters Score -2.008749e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126282 members 
Mstep: Class 2 contains 73952 members 
Entering Unmasked Estep 
Score: -20087480.000000 Penalty: 3632.875244
	Iteration 208Q: 3 clusters Score -2.008748e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126277 members 
Mstep: Class 2 contains 73957 members 
Entering Unmasked Estep 
Score: -20087478.000000 Penalty: 3632.875244
	Iteration 209Q: 3 clusters Score -2.008748e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126275 members 
Mstep: Class 2 contains 73959 members 
Entering Unmasked Estep 
Score: -20087488.000000 Penalty: 3632.875244
	Iteration 210Q: 3 clusters Score -2.008749e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126269 members 
Mstep: Class 2 contains 73965 members 
Entering Unmasked Estep 
Score: -20087472.000000 Penalty: 3632.875244
	Iteration 211Q: 3 clusters Score -2.008747e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126266 members 
Mstep: Class 2 contains 73968 members 
Entering Unmasked Estep 
Score: -20087484.000000 Penalty: 3632.875244
	Iteration 212Q: 3 clusters Score -2.008748e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126261 members 
Mstep: Class 2 contains 73973 members 
Entering Unmasked Estep 
Score: -20087486.000000 Penalty: 3632.875244
	Iteration 213Q: 3 clusters Score -2.008749e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126254 members 
Mstep: Class 2 contains 73980 members 
Entering Unmasked Estep 
Score: -20087492.000000 Penalty: 3632.875244
	Iteration 214Q: 3 clusters Score -2.008749e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126251 members 
Mstep: Class 2 contains 73983 members 
Entering Unmasked Estep 
Score: -20087496.000000 Penalty: 3632.875244
	Iteration 215Q: 3 clusters Score -2.00875e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126247 members 
Mstep: Class 2 contains 73987 members 
Entering Unmasked Estep 
Score: -20087494.000000 Penalty: 3632.875244
	Iteration 216Q: 3 clusters Score -2.008749e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126245 members 
Mstep: Class 2 contains 73989 members 
Entering Unmasked Estep 
Score: -20087490.000000 Penalty: 3632.875244
	Iteration 217Q: 3 clusters Score -2.008749e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126243 members 
Mstep: Class 2 contains 73991 members 
Entering Unmasked Estep 
Score: -20087508.000000 Penalty: 3632.875244
	Iteration 218Q: 3 clusters Score -2.008751e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126240 members 
Mstep: Class 2 contains 73994 members 
Entering Unmasked Estep 
Score: -20087510.000000 Penalty: 3632.875244
	Iteration 219Q: 3 clusters Score -2.008751e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126233 members 
Mstep: Class 2 contains 74001 members 
Entering Unmasked Estep 
Score: -20087514.000000 Penalty: 3632.875244
	Iteration 220F: 3 clusters Score -2.008751e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126225 members 
Mstep: Class 2 contains 74009 members 
Entering Unmasked Estep 
Score: -20087512.000000 Penalty: 3632.875244
	Iteration 221Q: 3 clusters Score -2.008751e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126210 members 
Mstep: Class 2 contains 74024 members 
Entering Unmasked Estep 
Score: -20087484.000000 Penalty: 3632.875244
	Iteration 222Q: 3 clusters Score -2.008748e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126202 members 
Mstep: Class 2 contains 74032 members 
Entering Unmasked Estep 
Score: -20087478.000000 Penalty: 3632.875244
	Iteration 223Q: 3 clusters Score -2.008748e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126192 members 
Mstep: Class 2 contains 74042 members 
Entering Unmasked Estep 
Score: -20087470.000000 Penalty: 3632.875244
	Iteration 224Q: 3 clusters Score -2.008747e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126187 members 
Mstep: Class 2 contains 74047 members 
Entering Unmasked Estep 
Score: -20087460.000000 Penalty: 3632.875244
	Iteration 225Q: 3 clusters Score -2.008746e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126183 members 
Mstep: Class 2 contains 74051 members 
Entering Unmasked Estep 
Score: -20087462.000000 Penalty: 3632.875244
	Iteration 226Q: 3 clusters Score -2.008746e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126179 members 
Mstep: Class 2 contains 74055 members 
Entering Unmasked Estep 
Score: -20087462.000000 Penalty: 3632.875244
	Iteration 227Q: 3 clusters Score -2.008746e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126178 members 
Mstep: Class 2 contains 74056 members 
Entering Unmasked Estep 
Score: -20087454.000000 Penalty: 3632.875244
	Iteration 228Q: 3 clusters Score -2.008745e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126175 members 
Mstep: Class 2 contains 74059 members 
Entering Unmasked Estep 
Score: -20087454.000000 Penalty: 3632.875244
	Iteration 229Q: 3 clusters Score -2.008745e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126173 members 
Mstep: Class 2 contains 74061 members 
Entering Unmasked Estep 
Score: -20087458.000000 Penalty: 3632.875244
	Iteration 230Q: 3 clusters Score -2.008746e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126170 members 
Mstep: Class 2 contains 74064 members 
Entering Unmasked Estep 
Score: -20087460.000000 Penalty: 3632.875244
	Iteration 231Q: 3 clusters Score -2.008746e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126167 members 
Mstep: Class 2 contains 74067 members 
Entering Unmasked Estep 
Score: -20087462.000000 Penalty: 3632.875244
	Iteration 232Q: 3 clusters Score -2.008746e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126165 members 
Mstep: Class 2 contains 74069 members 
Entering Unmasked Estep 
Score: -20087460.000000 Penalty: 3632.875244
	Iteration 233Q: 3 clusters Score -2.008746e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126162 members 
Mstep: Class 2 contains 74072 members 
Entering Unmasked Estep 
Score: -20087462.000000 Penalty: 3632.875244
	Iteration 234Q: 3 clusters Score -2.008746e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126159 members 
Mstep: Class 2 contains 74075 members 
Entering Unmasked Estep 
Score: -20087454.000000 Penalty: 3632.875244
	Iteration 235Q: 3 clusters Score -2.008745e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126156 members 
Mstep: Class 2 contains 74078 members 
Entering Unmasked Estep 
Score: -20087452.000000 Penalty: 3632.875244
	Iteration 236Q: 3 clusters Score -2.008745e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126152 members 
Mstep: Class 2 contains 74082 members 
Entering Unmasked Estep 
Score: -20087454.000000 Penalty: 3632.875244
	Iteration 237Q: 3 clusters Score -2.008745e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126150 members 
Mstep: Class 2 contains 74084 members 
Entering Unmasked Estep 
Score: -20087462.000000 Penalty: 3632.875244
	Iteration 238Q: 3 clusters Score -2.008746e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126149 members 
Mstep: Class 2 contains 74085 members 
Entering Unmasked Estep 
Score: -20087468.000000 Penalty: 3632.875244
	Iteration 239Q: 3 clusters Score -2.008747e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126149 members 
Mstep: Class 2 contains 74085 members 
Entering Unmasked Estep 
Score: -20087468.000000 Penalty: 3632.875244
	Iteration 240F: 3 clusters Score -2.008747e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Entering Unmasked Estep 
Score: -262382.781250 Penalty: 1178.562500
	Iteration 0F: 2 clusters Score -262382.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -260076.531250 Penalty: 2357.125000
	Iteration 0F: 3 clusters Score -260076.5 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -260666.312500 Penalty: 2357.125000
	Iteration 1F: 3 clusters Score -260666.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -260851.515625 Penalty: 2357.125000
	Iteration 2F: 3 clusters Score -260851.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -260992.578125 Penalty: 2357.125000
	Iteration 3F: 3 clusters Score -260992.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -261063.640625 Penalty: 2357.125000
	Iteration 4Q: 3 clusters Score -261063.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -261136.281250 Penalty: 2357.125000
	Iteration 5Q: 3 clusters Score -261136.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -261197.578125 Penalty: 2357.125000
	Iteration 6Q: 3 clusters Score -261197.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -261265.625000 Penalty: 2357.125000
	Iteration 7Q: 3 clusters Score -261265.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -261333.312500 Penalty: 2357.125000
	Iteration 8Q: 3 clusters Score -261333.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -261383.312500 Penalty: 2357.125000
	Iteration 9Q: 3 clusters Score -261383.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -261416.781250 Penalty: 2357.125000
	Iteration 10Q: 3 clusters Score -261416.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -261441.687500 Penalty: 2357.125000
	Iteration 11Q: 3 clusters Score -261441.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -261461.781250 Penalty: 2357.125000
	Iteration 12Q: 3 clusters Score -261461.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -261484.859375 Penalty: 2357.125000
	Iteration 13Q: 3 clusters Score -261484.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -261503.734375 Penalty: 2357.125000
	Iteration 14Q: 3 clusters Score -261503.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -261519.187500 Penalty: 2357.125000
	Iteration 15Q: 3 clusters Score -261519.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -261534.312500 Penalty: 2357.125000
	Iteration 16Q: 3 clusters Score -261534.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -261545.031250 Penalty: 2357.125000
	Iteration 17Q: 3 clusters Score -261545 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -261555.765625 Penalty: 2357.125000
	Iteration 18Q: 3 clusters Score -261555.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -261563.921875 Penalty: 2357.125000
	Iteration 19Q: 3 clusters Score -261563.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -261571.203125 Penalty: 2357.125000
	Iteration 20F: 3 clusters Score -261571.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -261578.765625 Penalty: 2357.125000
	Iteration 21Q: 3 clusters Score -261578.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -261584.687500 Penalty: 2357.125000
	Iteration 22Q: 3 clusters Score -261584.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -261588.421875 Penalty: 2357.125000
	Iteration 23Q: 3 clusters Score -261588.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -261593.437500 Penalty: 2357.125000
	Iteration 24Q: 3 clusters Score -261593.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -261596.296875 Penalty: 2357.125000
	Iteration 25Q: 3 clusters Score -261596.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -261599.453125 Penalty: 2357.125000
	Iteration 26Q: 3 clusters Score -261599.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -261603.593750 Penalty: 2357.125000
	Iteration 27Q: 3 clusters Score -261603.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -261608.578125 Penalty: 2357.125000
	Iteration 28Q: 3 clusters Score -261608.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -261613.765625 Penalty: 2357.125000
	Iteration 29Q: 3 clusters Score -261613.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -261618.765625 Penalty: 2357.125000
	Iteration 30Q: 3 clusters Score -261618.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -261622.265625 Penalty: 2357.125000
	Iteration 31Q: 3 clusters Score -261622.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -261628.031250 Penalty: 2357.125000
	Iteration 32Q: 3 clusters Score -261628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -261636.390625 Penalty: 2357.125000
	Iteration 33Q: 3 clusters Score -261636.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -261641.140625 Penalty: 2357.125000
	Iteration 34Q: 3 clusters Score -261641.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -261643.078125 Penalty: 2357.125000
	Iteration 35Q: 3 clusters Score -261643.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -261643.078125 Penalty: 2357.125000
	Iteration 36F: 3 clusters Score -261643.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (11068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Entering Unmasked Estep 
Score: -1158249.125000 Penalty: 1385.597900
	Iteration 0F: 2 clusters Score -1158249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1150851.500000 Penalty: 2771.195801
	Iteration 0F: 3 clusters Score -1150852 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1153350.625000 Penalty: 2771.195801
	Iteration 1F: 3 clusters Score -1153351 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1153746.250000 Penalty: 2771.195801
	Iteration 2F: 3 clusters Score -1153746 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1154076.250000 Penalty: 2771.195801
	Iteration 3F: 3 clusters Score -1154076 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1154395.750000 Penalty: 2771.195801
	Iteration 4F: 3 clusters Score -1154396 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1154765.625000 Penalty: 2771.195801
	Iteration 5F: 3 clusters Score -1154766 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1155169.375000 Penalty: 2771.195801
	Iteration 6F: 3 clusters Score -1155169 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1155573.000000 Penalty: 2771.195801
	Iteration 7F: 3 clusters Score -1155573 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1155954.500000 Penalty: 2771.195801
	Iteration 8Q: 3 clusters Score -1155954 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1156262.375000 Penalty: 2771.195801
	Iteration 9Q: 3 clusters Score -1156262 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1156490.500000 Penalty: 2771.195801
	Iteration 10Q: 3 clusters Score -1156490 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1156658.250000 Penalty: 2771.195801
	Iteration 11Q: 3 clusters Score -1156658 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1156806.125000 Penalty: 2771.195801
	Iteration 12Q: 3 clusters Score -1156806 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1156907.875000 Penalty: 2771.195801
	Iteration 13Q: 3 clusters Score -1156908 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1156976.625000 Penalty: 2771.195801
	Iteration 14Q: 3 clusters Score -1156977 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1157036.875000 Penalty: 2771.195801
	Iteration 15Q: 3 clusters Score -1157037 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1157081.000000 Penalty: 2771.195801
	Iteration 16Q: 3 clusters Score -1157081 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1157113.625000 Penalty: 2771.195801
	Iteration 17Q: 3 clusters Score -1157114 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1157136.250000 Penalty: 2771.195801
	Iteration 18Q: 3 clusters Score -1157136 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1157150.375000 Penalty: 2771.195801
	Iteration 19Q: 3 clusters Score -1157150 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1157166.250000 Penalty: 2771.195801
	Iteration 20F: 3 clusters Score -1157166 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1157183.250000 Penalty: 2771.195801
	Iteration 21Q: 3 clusters Score -1157183 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1157193.000000 Penalty: 2771.195801
	Iteration 22Q: 3 clusters Score -1157193 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1157205.875000 Penalty: 2771.195801
	Iteration 23Q: 3 clusters Score -1157206 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1157221.625000 Penalty: 2771.195801
	Iteration 24Q: 3 clusters Score -1157222 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1157234.000000 Penalty: 2771.195801
	Iteration 25Q: 3 clusters Score -1157234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1157243.000000 Penalty: 2771.195801
	Iteration 26Q: 3 clusters Score -1157243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1157246.125000 Penalty: 2771.195801
	Iteration 27Q: 3 clusters Score -1157246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1157251.000000 Penalty: 2771.195801
	Iteration 28Q: 3 clusters Score -1157251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1157252.375000 Penalty: 2771.195801
	Iteration 29Q: 3 clusters Score -1157252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1157257.125000 Penalty: 2771.195801
	Iteration 30Q: 3 clusters Score -1157257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1157257.750000 Penalty: 2771.195801
	Iteration 31Q: 3 clusters Score -1157258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1157259.625000 Penalty: 2771.195801
	Iteration 32Q: 3 clusters Score -1157260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1157260.375000 Penalty: 2771.195801
	Iteration 33Q: 3 clusters Score -1157260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1157259.750000 Penalty: 2771.195801
	Iteration 34Q: 3 clusters Score -1157260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -1157260.625000 Penalty: 2771.195801
	Iteration 35Q: 3 clusters Score -1157261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -1157260.625000 Penalty: 2771.195801
	Iteration 36F: 3 clusters Score -1157261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (8079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Entering Unmasked Estep 
Score: -837462.125000 Penalty: 1338.757080
	Iteration 0F: 2 clusters Score -837462.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -831864.312500 Penalty: 2677.514160
	Iteration 0F: 3 clusters Score -831864.3 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -833705.625000 Penalty: 2677.514160
	Iteration 1F: 3 clusters Score -833705.6 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -834056.375000 Penalty: 2677.514160
	Iteration 2F: 3 clusters Score -834056.4 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -834297.000000 Penalty: 2677.514160
	Iteration 3F: 3 clusters Score -834297 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -834526.000000 Penalty: 2677.514160
	Iteration 4Q: 3 clusters Score -834526 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -834744.625000 Penalty: 2677.514160
	Iteration 5Q: 3 clusters Score -834744.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -834948.937500 Penalty: 2677.514160
	Iteration 6Q: 3 clusters Score -834948.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -835155.187500 Penalty: 2677.514160
	Iteration 7Q: 3 clusters Score -835155.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -835340.875000 Penalty: 2677.514160
	Iteration 8Q: 3 clusters Score -835340.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -835489.687500 Penalty: 2677.514160
	Iteration 9Q: 3 clusters Score -835489.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -835643.375000 Penalty: 2677.514160
	Iteration 10Q: 3 clusters Score -835643.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -835768.812500 Penalty: 2677.514160
	Iteration 11Q: 3 clusters Score -835768.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -835870.125000 Penalty: 2677.514160
	Iteration 12Q: 3 clusters Score -835870.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -835966.812500 Penalty: 2677.514160
	Iteration 13Q: 3 clusters Score -835966.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -836037.812500 Penalty: 2677.514160
	Iteration 14Q: 3 clusters Score -836037.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -836079.875000 Penalty: 2677.514160
	Iteration 15Q: 3 clusters Score -836079.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -836112.312500 Penalty: 2677.514160
	Iteration 16Q: 3 clusters Score -836112.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -836144.437500 Penalty: 2677.514160
	Iteration 17Q: 3 clusters Score -836144.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -836177.125000 Penalty: 2677.514160
	Iteration 18Q: 3 clusters Score -836177.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -836203.562500 Penalty: 2677.514160
	Iteration 19Q: 3 clusters Score -836203.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -836228.000000 Penalty: 2677.514160
	Iteration 20F: 3 clusters Score -836228 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -836241.312500 Penalty: 2677.514160
	Iteration 21Q: 3 clusters Score -836241.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -836249.062500 Penalty: 2677.514160
	Iteration 22Q: 3 clusters Score -836249.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -836259.250000 Penalty: 2677.514160
	Iteration 23Q: 3 clusters Score -836259.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -836262.625000 Penalty: 2677.514160
	Iteration 24Q: 3 clusters Score -836262.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -836267.562500 Penalty: 2677.514160
	Iteration 25Q: 3 clusters Score -836267.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -836270.187500 Penalty: 2677.514160
	Iteration 26Q: 3 clusters Score -836270.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -836274.562500 Penalty: 2677.514160
	Iteration 27Q: 3 clusters Score -836274.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -836274.500000 Penalty: 2677.514160
	Iteration 28Q: 3 clusters Score -836274.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -836274.500000 Penalty: 2677.514160
	Iteration 29Q: 3 clusters Score -836274.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -836275.625000 Penalty: 2677.514160
	Iteration 30Q: 3 clusters Score -836275.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -836278.750000 Penalty: 2677.514160
	Iteration 31Q: 3 clusters Score -836278.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -836279.562500 Penalty: 2677.514160
	Iteration 32Q: 3 clusters Score -836279.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -836280.000000 Penalty: 2677.514160
	Iteration 33Q: 3 clusters Score -836280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -836282.187500 Penalty: 2677.514160
	Iteration 34Q: 3 clusters Score -836282.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -836281.250000 Penalty: 2677.514160
	Iteration 35Q: 3 clusters Score -836281.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -836282.187500 Penalty: 2677.514160
	Iteration 36Q: 3 clusters Score -836282.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -836285.625000 Penalty: 2677.514160
	Iteration 37Q: 3 clusters Score -836285.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -836284.750000 Penalty: 2677.514160
	Iteration 38Q: 3 clusters Score -836284.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -836288.000000 Penalty: 2677.514160
	Iteration 39Q: 3 clusters Score -836288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -836288.812500 Penalty: 2677.514160
	Iteration 40F: 3 clusters Score -836288.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -836288.062500 Penalty: 2677.514160
	Iteration 41Q: 3 clusters Score -836288.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -836288.625000 Penalty: 2677.514160
	Iteration 42Q: 3 clusters Score -836288.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -836289.375000 Penalty: 2677.514160
	Iteration 43Q: 3 clusters Score -836289.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -836291.000000 Penalty: 2677.514160
	Iteration 44Q: 3 clusters Score -836291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -836293.000000 Penalty: 2677.514160
	Iteration 45Q: 3 clusters Score -836293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -836294.687500 Penalty: 2677.514160
	Iteration 46Q: 3 clusters Score -836294.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -836295.687500 Penalty: 2677.514160
	Iteration 47Q: 3 clusters Score -836295.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -836299.187500 Penalty: 2677.514160
	Iteration 48Q: 3 clusters Score -836299.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -836301.812500 Penalty: 2677.514160
	Iteration 49Q: 3 clusters Score -836301.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -836302.250000 Penalty: 2677.514160
	Iteration 50Q: 3 clusters Score -836302.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -836302.875000 Penalty: 2677.514160
	Iteration 51Q: 3 clusters Score -836302.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -836304.062500 Penalty: 2677.514160
	Iteration 52Q: 3 clusters Score -836304.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -836304.687500 Penalty: 2677.514160
	Iteration 53Q: 3 clusters Score -836304.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -836303.750000 Penalty: 2677.514160
	Iteration 54Q: 3 clusters Score -836303.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -836303.375000 Penalty: 2677.514160
	Iteration 55Q: 3 clusters Score -836303.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -836303.875000 Penalty: 2677.514160
	Iteration 56Q: 3 clusters Score -836303.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -836304.000000 Penalty: 2677.514160
	Iteration 57Q: 3 clusters Score -836304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -836305.500000 Penalty: 2677.514160
	Iteration 58Q: 3 clusters Score -836305.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -836304.812500 Penalty: 2677.514160
	Iteration 59Q: 3 clusters Score -836304.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -836305.562500 Penalty: 2677.514160
	Iteration 60F: 3 clusters Score -836305.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -836306.500000 Penalty: 2677.514160
	Iteration 61Q: 3 clusters Score -836306.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -836307.500000 Penalty: 2677.514160
	Iteration 62Q: 3 clusters Score -836307.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -836306.687500 Penalty: 2677.514160
	Iteration 63Q: 3 clusters Score -836306.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -836306.562500 Penalty: 2677.514160
	Iteration 64Q: 3 clusters Score -836306.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -836306.562500 Penalty: 2677.514160
	Iteration 65F: 3 clusters Score -836306.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Entering Unmasked Estep 
Score: -222434.000000 Penalty: 1147.411865
	Iteration 0F: 2 clusters Score -222434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -220410.046875 Penalty: 2294.823730
	Iteration 0F: 3 clusters Score -220410 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -220939.953125 Penalty: 2294.823730
	Iteration 1F: 3 clusters Score -220940 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -221116.109375 Penalty: 2294.823730
	Iteration 2F: 3 clusters Score -221116.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -221210.546875 Penalty: 2294.823730
	Iteration 3Q: 3 clusters Score -221210.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -221288.843750 Penalty: 2294.823730
	Iteration 4Q: 3 clusters Score -221288.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -221346.203125 Penalty: 2294.823730
	Iteration 5Q: 3 clusters Score -221346.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -221385.781250 Penalty: 2294.823730
	Iteration 6Q: 3 clusters Score -221385.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -221406.062500 Penalty: 2294.823730
	Iteration 7Q: 3 clusters Score -221406.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -221426.015625 Penalty: 2294.823730
	Iteration 8Q: 3 clusters Score -221426 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -221444.750000 Penalty: 2294.823730
	Iteration 9Q: 3 clusters Score -221444.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -221456.312500 Penalty: 2294.823730
	Iteration 10Q: 3 clusters Score -221456.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -221464.375000 Penalty: 2294.823730
	Iteration 11Q: 3 clusters Score -221464.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -221470.031250 Penalty: 2294.823730
	Iteration 12Q: 3 clusters Score -221470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -221475.406250 Penalty: 2294.823730
	Iteration 13Q: 3 clusters Score -221475.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -221478.484375 Penalty: 2294.823730
	Iteration 14Q: 3 clusters Score -221478.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -221482.421875 Penalty: 2294.823730
	Iteration 15Q: 3 clusters Score -221482.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -221485.718750 Penalty: 2294.823730
	Iteration 16Q: 3 clusters Score -221485.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -221486.671875 Penalty: 2294.823730
	Iteration 17Q: 3 clusters Score -221486.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -221487.437500 Penalty: 2294.823730
	Iteration 18Q: 3 clusters Score -221487.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -221487.437500 Penalty: 2294.823730
	Iteration 19F: 3 clusters Score -221487.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Entering Unmasked Estep 
Score: -74522.125000 Penalty: 1015.143005
	Iteration 0F: 2 clusters Score -74522.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -73383.750000 Penalty: 2030.286011
	Iteration 0F: 3 clusters Score -73383.75 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -73703.359375 Penalty: 2030.286011
	Iteration 1F: 3 clusters Score -73703.36 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -73858.625000 Penalty: 2030.286011
	Iteration 2F: 3 clusters Score -73858.62 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -74027.765625 Penalty: 2030.286011
	Iteration 3F: 3 clusters Score -74027.77 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -74083.718750 Penalty: 2030.286011
	Iteration 4Q: 3 clusters Score -74083.72 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -74120.429688 Penalty: 2030.286011
	Iteration 5Q: 3 clusters Score -74120.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -74142.109375 Penalty: 2030.286011
	Iteration 6Q: 3 clusters Score -74142.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -74156.375000 Penalty: 2030.286011
	Iteration 7Q: 3 clusters Score -74156.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -74165.929688 Penalty: 2030.286011
	Iteration 8Q: 3 clusters Score -74165.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -74173.359375 Penalty: 2030.286011
	Iteration 9Q: 3 clusters Score -74173.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -74190.468750 Penalty: 2030.286011
	Iteration 10Q: 3 clusters Score -74190.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -74193.281250 Penalty: 2030.286011
	Iteration 11Q: 3 clusters Score -74193.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -74194.390625 Penalty: 2030.286011
	Iteration 12Q: 3 clusters Score -74194.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -74195.585938 Penalty: 2030.286011
	Iteration 13Q: 3 clusters Score -74195.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -74196.234375 Penalty: 2030.286011
	Iteration 14Q: 3 clusters Score -74196.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -74196.234375 Penalty: 2030.286011
	Iteration 15F: 3 clusters Score -74196.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (36617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36617 members 
Entering Unmasked Estep 
Score: -3803492.500000 Penalty: 1563.630371
	Iteration 0F: 2 clusters Score -3803492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -3779581.000000 Penalty: 3127.260742
	Iteration 0F: 3 clusters Score -3779581 nChanged 16614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -3788736.500000 Penalty: 3127.260742
	Iteration 1F: 3 clusters Score -3788736 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -3789391.000000 Penalty: 3127.260742
	Iteration 2Q: 3 clusters Score -3789391 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -3790042.750000 Penalty: 3127.260742
	Iteration 3Q: 3 clusters Score -3790043 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -3790847.000000 Penalty: 3127.260742
	Iteration 4Q: 3 clusters Score -3790847 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -3791800.500000 Penalty: 3127.260742
	Iteration 5F: 3 clusters Score -3791800 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -3792938.000000 Penalty: 3127.260742
	Iteration 6F: 3 clusters Score -3792938 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -3794127.250000 Penalty: 3127.260742
	Iteration 7F: 3 clusters Score -3794127 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -3795273.500000 Penalty: 3127.260742
	Iteration 8F: 3 clusters Score -3795274 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -3796287.000000 Penalty: 3127.260742
	Iteration 9Q: 3 clusters Score -3796287 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -3797143.000000 Penalty: 3127.260742
	Iteration 10Q: 3 clusters Score -3797143 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -3797921.500000 Penalty: 3127.260742
	Iteration 11Q: 3 clusters Score -3797922 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -3798605.750000 Penalty: 3127.260742
	Iteration 12Q: 3 clusters Score -3798606 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -3799169.750000 Penalty: 3127.260742
	Iteration 13Q: 3 clusters Score -3799170 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -3799589.750000 Penalty: 3127.260742
	Iteration 14Q: 3 clusters Score -3799590 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -3799910.500000 Penalty: 3127.260742
	Iteration 15Q: 3 clusters Score -3799910 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -3800163.250000 Penalty: 3127.260742
	Iteration 16Q: 3 clusters Score -3800163 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -3800340.000000 Penalty: 3127.260742
	Iteration 17Q: 3 clusters Score -3800340 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
Score: -3800475.000000 Penalty: 3127.260742
	Iteration 18Q: 3 clusters Score -3800475 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -3800631.750000 Penalty: 3127.260742
	Iteration 19Q: 3 clusters Score -3800632 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -3800726.000000 Penalty: 3127.260742
	Iteration 20F: 3 clusters Score -3800726 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 22579 members 
Entering Unmasked Estep 
Score: -3800809.250000 Penalty: 3127.260742
	Iteration 21Q: 3 clusters Score -3800809 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -3800867.750000 Penalty: 3127.260742
	Iteration 22Q: 3 clusters Score -3800868 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -3800921.750000 Penalty: 3127.260742
	Iteration 23Q: 3 clusters Score -3800922 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -3800973.250000 Penalty: 3127.260742
	Iteration 24Q: 3 clusters Score -3800973 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -3801035.000000 Penalty: 3127.260742
	Iteration 25Q: 3 clusters Score -3801035 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
Score: -3801090.500000 Penalty: 3127.260742
	Iteration 26Q: 3 clusters Score -3801090 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -3801125.000000 Penalty: 3127.260742
	Iteration 27Q: 3 clusters Score -3801125 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -3801166.000000 Penalty: 3127.260742
	Iteration 28Q: 3 clusters Score -3801166 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -3801195.000000 Penalty: 3127.260742
	Iteration 29Q: 3 clusters Score -3801195 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -3801223.250000 Penalty: 3127.260742
	Iteration 30Q: 3 clusters Score -3801223 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -3801248.500000 Penalty: 3127.260742
	Iteration 31Q: 3 clusters Score -3801248 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 25213 members 
Entering Unmasked Estep 
Score: -3801288.250000 Penalty: 3127.260742
	Iteration 32Q: 3 clusters Score -3801288 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 25400 members 
Entering Unmasked Estep 
Score: -3801311.750000 Penalty: 3127.260742
	Iteration 33Q: 3 clusters Score -3801312 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 25579 members 
Entering Unmasked Estep 
Score: -3801350.500000 Penalty: 3127.260742
	Iteration 34Q: 3 clusters Score -3801350 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 25736 members 
Entering Unmasked Estep 
Score: -3801374.000000 Penalty: 3127.260742
	Iteration 35Q: 3 clusters Score -3801374 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
Score: -3801388.000000 Penalty: 3127.260742
	Iteration 36Q: 3 clusters Score -3801388 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 26019 members 
Entering Unmasked Estep 
Score: -3801403.250000 Penalty: 3127.260742
	Iteration 37Q: 3 clusters Score -3801403 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 26134 members 
Entering Unmasked Estep 
Score: -3801408.500000 Penalty: 3127.260742
	Iteration 38Q: 3 clusters Score -3801408 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 26230 members 
Entering Unmasked Estep 
Score: -3801423.500000 Penalty: 3127.260742
	Iteration 39Q: 3 clusters Score -3801424 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 26314 members 
Entering Unmasked Estep 
Score: -3801439.000000 Penalty: 3127.260742
	Iteration 40F: 3 clusters Score -3801439 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 26396 members 
Entering Unmasked Estep 
Score: -3801440.750000 Penalty: 3127.260742
	Iteration 41Q: 3 clusters Score -3801441 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 26463 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3801450 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 26511 members 
Entering Unmasked Estep 
Score: -3801442.000000 Penalty: 3127.260742
	Iteration 43Q: 3 clusters Score -3801442 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 26560 members 
Entering Unmasked Estep 
Score: -3801448.000000 Penalty: 3127.260742
	Iteration 44Q: 3 clusters Score -3801448 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 26605 members 
Entering Unmasked Estep 
Score: -3801451.250000 Penalty: 3127.260742
	Iteration 45Q: 3 clusters Score -3801451 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 26661 members 
Entering Unmasked Estep 
Score: -3801446.250000 Penalty: 3127.260742
	Iteration 46Q: 3 clusters Score -3801446 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 26706 members 
Entering Unmasked Estep 
Score: -3801445.250000 Penalty: 3127.260742
	Iteration 47Q: 3 clusters Score -3801445 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 26752 members 
Entering Unmasked Estep 
Score: -3801456.750000 Penalty: 3127.260742
	Iteration 48Q: 3 clusters Score -3801457 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 26795 members 
Entering Unmasked Estep 
Score: -3801467.000000 Penalty: 3127.260742
	Iteration 49Q: 3 clusters Score -3801467 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
Score: -3801484.500000 Penalty: 3127.260742
	Iteration 50Q: 3 clusters Score -3801484 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 26871 members 
Entering Unmasked Estep 
Score: -3801485.750000 Penalty: 3127.260742
	Iteration 51Q: 3 clusters Score -3801486 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 26909 members 
Entering Unmasked Estep 
Score: -3801484.500000 Penalty: 3127.260742
	Iteration 52Q: 3 clusters Score -3801484 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 26949 members 
Entering Unmasked Estep 
Score: -3801480.250000 Penalty: 3127.260742
	Iteration 53Q: 3 clusters Score -3801480 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
Score: -3801502.000000 Penalty: 3127.260742
	Iteration 54Q: 3 clusters Score -3801502 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 27060 members 
Entering Unmasked Estep 
Score: -3801512.500000 Penalty: 3127.260742
	Iteration 55Q: 3 clusters Score -3801512 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 27129 members 
Entering Unmasked Estep 
Score: -3801508.250000 Penalty: 3127.260742
	Iteration 56Q: 3 clusters Score -3801508 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
Score: -3801514.750000 Penalty: 3127.260742
	Iteration 57Q: 3 clusters Score -3801515 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 27248 members 
Entering Unmasked Estep 
Score: -3801516.500000 Penalty: 3127.260742
	Iteration 58Q: 3 clusters Score -3801516 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 27296 members 
Entering Unmasked Estep 
Score: -3801530.250000 Penalty: 3127.260742
	Iteration 59Q: 3 clusters Score -3801530 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 27353 members 
Entering Unmasked Estep 
Score: -3801530.000000 Penalty: 3127.260742
	Iteration 60F: 3 clusters Score -3801530 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 27420 members 
Entering Unmasked Estep 
Score: -3801546.250000 Penalty: 3127.260742
	Iteration 61Q: 3 clusters Score -3801546 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 27504 members 
Entering Unmasked Estep 
Score: -3801550.500000 Penalty: 3127.260742
	Iteration 62Q: 3 clusters Score -3801550 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -3801558.500000 Penalty: 3127.260742
	Iteration 63Q: 3 clusters Score -3801558 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 27646 members 
Entering Unmasked Estep 
Score: -3801570.500000 Penalty: 3127.260742
	Iteration 64Q: 3 clusters Score -3801570 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 27717 members 
Entering Unmasked Estep 
Score: -3801580.000000 Penalty: 3127.260742
	Iteration 65Q: 3 clusters Score -3801580 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -3801588.750000 Penalty: 3127.260742
	Iteration 66Q: 3 clusters Score -3801589 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 27839 members 
Entering Unmasked Estep 
Score: -3801594.750000 Penalty: 3127.260742
	Iteration 67Q: 3 clusters Score -3801595 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 27925 members 
Entering Unmasked Estep 
Score: -3801609.250000 Penalty: 3127.260742
	Iteration 68Q: 3 clusters Score -3801609 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 28014 members 
Entering Unmasked Estep 
Score: -3801611.000000 Penalty: 3127.260742
	Iteration 69Q: 3 clusters Score -3801611 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 28111 members 
Entering Unmasked Estep 
Score: -3801633.250000 Penalty: 3127.260742
	Iteration 70Q: 3 clusters Score -3801633 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 28211 members 
Entering Unmasked Estep 
Score: -3801632.250000 Penalty: 3127.260742
	Iteration 71Q: 3 clusters Score -3801632 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 28313 members 
Entering Unmasked Estep 
Score: -3801646.750000 Penalty: 3127.260742
	Iteration 72Q: 3 clusters Score -3801647 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 28418 members 
Entering Unmasked Estep 
Score: -3801659.750000 Penalty: 3127.260742
	Iteration 73Q: 3 clusters Score -3801660 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 28522 members 
Entering Unmasked Estep 
Score: -3801677.000000 Penalty: 3127.260742
	Iteration 74Q: 3 clusters Score -3801677 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 28619 members 
Entering Unmasked Estep 
Score: -3801689.750000 Penalty: 3127.260742
	Iteration 75Q: 3 clusters Score -3801690 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 28729 members 
Entering Unmasked Estep 
Score: -3801710.250000 Penalty: 3127.260742
	Iteration 76Q: 3 clusters Score -3801710 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 28847 members 
Entering Unmasked Estep 
Score: -3801739.000000 Penalty: 3127.260742
	Iteration 77Q: 3 clusters Score -3801739 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 28982 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3801770 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 29111 members 
Entering Unmasked Estep 
Score: -3801792.250000 Penalty: 3127.260742
	Iteration 79Q: 3 clusters Score -3801792 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 29237 members 
Entering Unmasked Estep 
Score: -3801815.000000 Penalty: 3127.260742
	Iteration 80F: 3 clusters Score -3801815 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 29357 members 
Entering Unmasked Estep 
Score: -3801837.500000 Penalty: 3127.260742
	Iteration 81Q: 3 clusters Score -3801838 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 29483 members 
Entering Unmasked Estep 
Score: -3801854.500000 Penalty: 3127.260742
	Iteration 82Q: 3 clusters Score -3801854 nChanged 126
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 29605 members 
Entering Unmasked Estep 
Score: -3801886.250000 Penalty: 3127.260742
	Iteration 83Q: 3 clusters Score -3801886 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 29717 members 
Entering Unmasked Estep 
Score: -3801897.750000 Penalty: 3127.260742
	Iteration 84Q: 3 clusters Score -3801898 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 29814 members 
Entering Unmasked Estep 
Score: -3801911.000000 Penalty: 3127.260742
	Iteration 85Q: 3 clusters Score -3801911 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 29943 members 
Entering Unmasked Estep 
Score: -3801935.250000 Penalty: 3127.260742
	Iteration 86Q: 3 clusters Score -3801935 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 30078 members 
Entering Unmasked Estep 
Score: -3801961.000000 Penalty: 3127.260742
	Iteration 87Q: 3 clusters Score -3801961 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 30221 members 
Entering Unmasked Estep 
Score: -3801987.250000 Penalty: 3127.260742
	Iteration 88Q: 3 clusters Score -3801987 nChanged 149
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 30362 members 
Entering Unmasked Estep 
Score: -3802013.000000 Penalty: 3127.260742
	Iteration 89Q: 3 clusters Score -3802013 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 30525 members 
Entering Unmasked Estep 
Score: -3802062.000000 Penalty: 3127.260742
	Iteration 90Q: 3 clusters Score -3802062 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 30695 members 
Entering Unmasked Estep 
Score: -3802102.500000 Penalty: 3127.260742
	Iteration 91Q: 3 clusters Score -3802102 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 30870 members 
Entering Unmasked Estep 
Score: -3802133.500000 Penalty: 3127.260742
	Iteration 92Q: 3 clusters Score -3802134 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 31052 members 
Entering Unmasked Estep 
Score: -3802188.250000 Penalty: 3127.260742
	Iteration 93Q: 3 clusters Score -3802188 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 31218 members 
Entering Unmasked Estep 
Score: -3802217.000000 Penalty: 3127.260742
	Iteration 94Q: 3 clusters Score -3802217 nChanged 177
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 31393 members 
Entering Unmasked Estep 
Score: -3802263.000000 Penalty: 3127.260742
	Iteration 95Q: 3 clusters Score -3802263 nChanged 174
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 31565 members 
Entering Unmasked Estep 
Score: -3802294.000000 Penalty: 3127.260742
	Iteration 96Q: 3 clusters Score -3802294 nChanged 156
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 31717 members 
Entering Unmasked Estep 
Score: -3802318.750000 Penalty: 3127.260742
	Iteration 97Q: 3 clusters Score -3802319 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 31867 members 
Entering Unmasked Estep 
Score: -3802347.750000 Penalty: 3127.260742
	Iteration 98Q: 3 clusters Score -3802348 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 31993 members 
Entering Unmasked Estep 
Score: -3802396.250000 Penalty: 3127.260742
	Iteration 99Q: 3 clusters Score -3802396 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 32133 members 
Entering Unmasked Estep 
Score: -3802424.750000 Penalty: 3127.260742
	Iteration 100F: 3 clusters Score -3802425 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 32255 members 
Entering Unmasked Estep 
Score: -3802464.500000 Penalty: 3127.260742
	Iteration 101Q: 3 clusters Score -3802464 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 32383 members 
Entering Unmasked Estep 
Score: -3802496.000000 Penalty: 3127.260742
	Iteration 102Q: 3 clusters Score -3802496 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 32504 members 
Entering Unmasked Estep 
Score: -3802515.500000 Penalty: 3127.260742
	Iteration 103Q: 3 clusters Score -3802516 nChanged 111
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 32611 members 
Entering Unmasked Estep 
Score: -3802547.000000 Penalty: 3127.260742
	Iteration 104Q: 3 clusters Score -3802547 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 32704 members 
Entering Unmasked Estep 
Score: -3802555.250000 Penalty: 3127.260742
	Iteration 105Q: 3 clusters Score -3802555 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 32778 members 
Entering Unmasked Estep 
Score: -3802578.000000 Penalty: 3127.260742
	Iteration 106Q: 3 clusters Score -3802578 nChanged 75
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 32849 members 
Entering Unmasked Estep 
Score: -3802593.750000 Penalty: 3127.260742
	Iteration 107Q: 3 clusters Score -3802594 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 32920 members 
Entering Unmasked Estep 
Score: -3802613.750000 Penalty: 3127.260742
	Iteration 108Q: 3 clusters Score -3802614 nChanged 73
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 32989 members 
Entering Unmasked Estep 
Score: -3802632.500000 Penalty: 3127.260742
	Iteration 109Q: 3 clusters Score -3802632 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 33059 members 
Entering Unmasked Estep 
Score: -3802646.000000 Penalty: 3127.260742
	Iteration 110Q: 3 clusters Score -3802646 nChanged 77
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 33132 members 
Entering Unmasked Estep 
Score: -3802663.250000 Penalty: 3127.260742
	Iteration 111Q: 3 clusters Score -3802663 nChanged 65
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Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 33195 members 
Entering Unmasked Estep 
Score: -3802686.000000 Penalty: 3127.260742
	Iteration 112Q: 3 clusters Score -3802686 nChanged 56
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Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 33249 members 
Entering Unmasked Estep 
Score: -3802698.750000 Penalty: 3127.260742
	Iteration 113Q: 3 clusters Score -3802699 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 33310 members 
Entering Unmasked Estep 
Score: -3802710.000000 Penalty: 3127.260742
	Iteration 114Q: 3 clusters Score -3802710 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 33356 members 
Entering Unmasked Estep 
Score: -3802718.250000 Penalty: 3127.260742
	Iteration 115Q: 3 clusters Score -3802718 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 33408 members 
Entering Unmasked Estep 
Score: -3802729.500000 Penalty: 3127.260742
	Iteration 116Q: 3 clusters Score -3802730 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 33454 members 
Entering Unmasked Estep 
Score: -3802745.750000 Penalty: 3127.260742
	Iteration 117Q: 3 clusters Score -3802746 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 33498 members 
Entering Unmasked Estep 
Score: -3802755.500000 Penalty: 3127.260742
	Iteration 118Q: 3 clusters Score -3802756 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 33532 members 
Entering Unmasked Estep 
Score: -3802761.500000 Penalty: 3127.260742
	Iteration 119Q: 3 clusters Score -3802762 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 33566 members 
Entering Unmasked Estep 
Score: -3802766.500000 Penalty: 3127.260742
	Iteration 120F: 3 clusters Score -3802766 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 33594 members 
Entering Unmasked Estep 
Score: -3802769.750000 Penalty: 3127.260742
	Iteration 121Q: 3 clusters Score -3802770 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 33620 members 
Entering Unmasked Estep 
Score: -3802772.750000 Penalty: 3127.260742
	Iteration 122Q: 3 clusters Score -3802773 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 33647 members 
Entering Unmasked Estep 
Score: -3802781.000000 Penalty: 3127.260742
	Iteration 123Q: 3 clusters Score -3802781 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 33666 members 
Entering Unmasked Estep 
Score: -3802783.000000 Penalty: 3127.260742
	Iteration 124Q: 3 clusters Score -3802783 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 33693 members 
Entering Unmasked Estep 
Score: -3802792.000000 Penalty: 3127.260742
	Iteration 125Q: 3 clusters Score -3802792 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 33713 members 
Entering Unmasked Estep 
Score: -3802797.000000 Penalty: 3127.260742
	Iteration 126Q: 3 clusters Score -3802797 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 33725 members 
Entering Unmasked Estep 
Score: -3802788.500000 Penalty: 3127.260742
	Iteration 127Q: 3 clusters Score -3802788 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 33737 members 
Entering Unmasked Estep 
Score: -3802793.250000 Penalty: 3127.260742
	Iteration 128Q: 3 clusters Score -3802793 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 33751 members 
Entering Unmasked Estep 
Score: -3802799.500000 Penalty: 3127.260742
	Iteration 129Q: 3 clusters Score -3802800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 33767 members 
Entering Unmasked Estep 
Score: -3802802.500000 Penalty: 3127.260742
	Iteration 130Q: 3 clusters Score -3802802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 33777 members 
Entering Unmasked Estep 
Score: -3802803.250000 Penalty: 3127.260742
	Iteration 131Q: 3 clusters Score -3802803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 33781 members 
Entering Unmasked Estep 
Score: -3802802.000000 Penalty: 3127.260742
	Iteration 132Q: 3 clusters Score -3802802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 33788 members 
Entering Unmasked Estep 
Score: -3802806.000000 Penalty: 3127.260742
	Iteration 133Q: 3 clusters Score -3802806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 33795 members 
Entering Unmasked Estep 
Score: -3802807.500000 Penalty: 3127.260742
	Iteration 134Q: 3 clusters Score -3802808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 33803 members 
Entering Unmasked Estep 
Score: -3802815.000000 Penalty: 3127.260742
	Iteration 135Q: 3 clusters Score -3802815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 33808 members 
Entering Unmasked Estep 
Score: -3802812.250000 Penalty: 3127.260742
	Iteration 136Q: 3 clusters Score -3802812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 33811 members 
Entering Unmasked Estep 
Score: -3802814.750000 Penalty: 3127.260742
	Iteration 137Q: 3 clusters Score -3802815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 33816 members 
Entering Unmasked Estep 
Score: -3802813.000000 Penalty: 3127.260742
	Iteration 138Q: 3 clusters Score -3802813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 33819 members 
Entering Unmasked Estep 
Score: -3802814.250000 Penalty: 3127.260742
	Iteration 139Q: 3 clusters Score -3802814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 33822 members 
Entering Unmasked Estep 
Score: -3802812.250000 Penalty: 3127.260742
	Iteration 140F: 3 clusters Score -3802812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 33823 members 
Entering Unmasked Estep 
Score: -3802815.250000 Penalty: 3127.260742
	Iteration 141Q: 3 clusters Score -3802815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 33824 members 
Entering Unmasked Estep 
Score: -3802817.000000 Penalty: 3127.260742
	Iteration 142Q: 3 clusters Score -3802817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 33826 members 
Entering Unmasked Estep 
Score: -3802815.250000 Penalty: 3127.260742
	Iteration 143Q: 3 clusters Score -3802815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 33827 members 
Entering Unmasked Estep 
Score: -3802812.750000 Penalty: 3127.260742
	Iteration 144Q: 3 clusters Score -3802813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 33827 members 
Entering Unmasked Estep 
Score: -3802812.750000 Penalty: 3127.260742
	Iteration 145F: 3 clusters Score -3802813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (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: -174739.015625 Penalty: 1126.788452
	Iteration 0F: 2 clusters Score -174739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -172903.359375 Penalty: 2253.576904
	Iteration 0F: 3 clusters Score -172903.4 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -173361.687500 Penalty: 2253.576904
	Iteration 1F: 3 clusters Score -173361.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -173521.437500 Penalty: 2253.576904
	Iteration 2F: 3 clusters Score -173521.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -173627.875000 Penalty: 2253.576904
	Iteration 3Q: 3 clusters Score -173627.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -173723.578125 Penalty: 2253.576904
	Iteration 4Q: 3 clusters Score -173723.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -173810.375000 Penalty: 2253.576904
	Iteration 5Q: 3 clusters Score -173810.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -173885.000000 Penalty: 2253.576904
	Iteration 6Q: 3 clusters Score -173885 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -173977.765625 Penalty: 2253.576904
	Iteration 7Q: 3 clusters Score -173977.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -174069.609375 Penalty: 2253.576904
	Iteration 8Q: 3 clusters Score -174069.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -174169.015625 Penalty: 2253.576904
	Iteration 9Q: 3 clusters Score -174169 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -174276.171875 Penalty: 2253.576904
	Iteration 10Q: 3 clusters Score -174276.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -174368.093750 Penalty: 2253.576904
	Iteration 11Q: 3 clusters Score -174368.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -174446.750000 Penalty: 2253.576904
	Iteration 12Q: 3 clusters Score -174446.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -174495.484375 Penalty: 2253.576904
	Iteration 13Q: 3 clusters Score -174495.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -174540.671875 Penalty: 2253.576904
	Iteration 14Q: 3 clusters Score -174540.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -174580.953125 Penalty: 2253.576904
	Iteration 15Q: 3 clusters Score -174581 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -174611.265625 Penalty: 2253.576904
	Iteration 16Q: 3 clusters Score -174611.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -174625.265625 Penalty: 2253.576904
	Iteration 17Q: 3 clusters Score -174625.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -174631.781250 Penalty: 2253.576904
	Iteration 18Q: 3 clusters Score -174631.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -174637.671875 Penalty: 2253.576904
	Iteration 19Q: 3 clusters Score -174637.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -174641.625000 Penalty: 2253.576904
	Iteration 20F: 3 clusters Score -174641.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -174650.828125 Penalty: 2253.576904
	Iteration 21Q: 3 clusters Score -174650.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -174653.515625 Penalty: 2253.576904
	Iteration 22Q: 3 clusters Score -174653.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -174654.656250 Penalty: 2253.576904
	Iteration 23Q: 3 clusters Score -174654.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -174656.781250 Penalty: 2253.576904
	Iteration 24Q: 3 clusters Score -174656.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -174657.968750 Penalty: 2253.576904
	Iteration 25Q: 3 clusters Score -174658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -174659.453125 Penalty: 2253.576904
	Iteration 26Q: 3 clusters Score -174659.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -174659.562500 Penalty: 2253.576904
	Iteration 27Q: 3 clusters Score -174659.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -174659.796875 Penalty: 2253.576904
	Iteration 28Q: 3 clusters Score -174659.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -174659.796875 Penalty: 2253.576904
	Iteration 29F: 3 clusters Score -174659.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (17736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Entering Unmasked Estep 
Score: -1863818.625000 Penalty: 1455.762817
	Iteration 0F: 2 clusters Score -1863819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1852196.000000 Penalty: 2911.525635
	Iteration 0F: 3 clusters Score -1852196 nChanged 7720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1856193.500000 Penalty: 2911.525635
	Iteration 1F: 3 clusters Score -1856194 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1856597.875000 Penalty: 2911.525635
	Iteration 2F: 3 clusters Score -1856598 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1856947.750000 Penalty: 2911.525635
	Iteration 3F: 3 clusters Score -1856948 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1857278.250000 Penalty: 2911.525635
	Iteration 4Q: 3 clusters Score -1857278 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1857620.625000 Penalty: 2911.525635
	Iteration 5Q: 3 clusters Score -1857621 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1858040.500000 Penalty: 2911.525635
	Iteration 6Q: 3 clusters Score -1858040 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1858482.250000 Penalty: 2911.525635
	Iteration 7Q: 3 clusters Score -1858482 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1858960.125000 Penalty: 2911.525635
	Iteration 8Q: 3 clusters Score -1858960 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -1859427.250000 Penalty: 2911.525635
	Iteration 9F: 3 clusters Score -1859427 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -1859814.625000 Penalty: 2911.525635
	Iteration 10Q: 3 clusters Score -1859815 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -1860157.000000 Penalty: 2911.525635
	Iteration 11Q: 3 clusters Score -1860157 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -1860413.625000 Penalty: 2911.525635
	Iteration 12Q: 3 clusters Score -1860414 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -1860624.500000 Penalty: 2911.525635
	Iteration 13Q: 3 clusters Score -1860624 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -1860814.875000 Penalty: 2911.525635
	Iteration 14Q: 3 clusters Score -1860815 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -1860998.375000 Penalty: 2911.525635
	Iteration 15Q: 3 clusters Score -1860998 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -1861182.375000 Penalty: 2911.525635
	Iteration 16Q: 3 clusters Score -1861182 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -1861390.250000 Penalty: 2911.525635
	Iteration 17Q: 3 clusters Score -1861390 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -1861571.625000 Penalty: 2911.525635
	Iteration 18Q: 3 clusters Score -1861572 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -1861730.750000 Penalty: 2911.525635
	Iteration 19Q: 3 clusters Score -1861731 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -1861868.875000 Penalty: 2911.525635
	Iteration 20F: 3 clusters Score -1861869 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -1861960.625000 Penalty: 2911.525635
	Iteration 21Q: 3 clusters Score -1861961 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -1862044.250000 Penalty: 2911.525635
	Iteration 22Q: 3 clusters Score -1862044 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -1862106.375000 Penalty: 2911.525635
	Iteration 23Q: 3 clusters Score -1862106 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -1862167.625000 Penalty: 2911.525635
	Iteration 24Q: 3 clusters Score -1862168 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -1862219.000000 Penalty: 2911.525635
	Iteration 25Q: 3 clusters Score -1862219 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -1862259.000000 Penalty: 2911.525635
	Iteration 26Q: 3 clusters Score -1862259 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -1862283.250000 Penalty: 2911.525635
	Iteration 27Q: 3 clusters Score -1862283 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -1862305.625000 Penalty: 2911.525635
	Iteration 28Q: 3 clusters Score -1862306 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -1862328.125000 Penalty: 2911.525635
	Iteration 29Q: 3 clusters Score -1862328 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -1862345.000000 Penalty: 2911.525635
	Iteration 30Q: 3 clusters Score -1862345 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -1862368.500000 Penalty: 2911.525635
	Iteration 31Q: 3 clusters Score -1862368 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -1862385.000000 Penalty: 2911.525635
	Iteration 32Q: 3 clusters Score -1862385 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -1862388.125000 Penalty: 2911.525635
	Iteration 33Q: 3 clusters Score -1862388 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -1862400.125000 Penalty: 2911.525635
	Iteration 34Q: 3 clusters Score -1862400 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -1862418.250000 Penalty: 2911.525635
	Iteration 35Q: 3 clusters Score -1862418 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -1862447.125000 Penalty: 2911.525635
	Iteration 36Q: 3 clusters Score -1862447 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -1862465.000000 Penalty: 2911.525635
	Iteration 37Q: 3 clusters Score -1862465 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -1862483.125000 Penalty: 2911.525635
	Iteration 38Q: 3 clusters Score -1862483 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -1862502.000000 Penalty: 2911.525635
	Iteration 39Q: 3 clusters Score -1862502 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -1862520.875000 Penalty: 2911.525635
	Iteration 40F: 3 clusters Score -1862521 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -1862528.125000 Penalty: 2911.525635
	Iteration 41Q: 3 clusters Score -1862528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -1862536.875000 Penalty: 2911.525635
	Iteration 42Q: 3 clusters Score -1862537 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -1862539.125000 Penalty: 2911.525635
	Iteration 43Q: 3 clusters Score -1862539 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -1862544.625000 Penalty: 2911.525635
	Iteration 44Q: 3 clusters Score -1862545 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -1862554.375000 Penalty: 2911.525635
	Iteration 45Q: 3 clusters Score -1862554 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -1862563.750000 Penalty: 2911.525635
	Iteration 46Q: 3 clusters Score -1862564 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -1862577.250000 Penalty: 2911.525635
	Iteration 47Q: 3 clusters Score -1862577 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -1862585.750000 Penalty: 2911.525635
	Iteration 48Q: 3 clusters Score -1862586 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -1862592.125000 Penalty: 2911.525635
	Iteration 49Q: 3 clusters Score -1862592 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -1862600.875000 Penalty: 2911.525635
	Iteration 50Q: 3 clusters Score -1862601 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -1862610.750000 Penalty: 2911.525635
	Iteration 51Q: 3 clusters Score -1862611 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -1862616.125000 Penalty: 2911.525635
	Iteration 52Q: 3 clusters Score -1862616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -1862625.250000 Penalty: 2911.525635
	Iteration 53Q: 3 clusters Score -1862625 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -1862631.125000 Penalty: 2911.525635
	Iteration 54Q: 3 clusters Score -1862631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -1862632.000000 Penalty: 2911.525635
	Iteration 55Q: 3 clusters Score -1862632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -1862633.500000 Penalty: 2911.525635
	Iteration 56Q: 3 clusters Score -1862634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -1862640.250000 Penalty: 2911.525635
	Iteration 57Q: 3 clusters Score -1862640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -1862638.875000 Penalty: 2911.525635
	Iteration 58Q: 3 clusters Score -1862639 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -1862641.375000 Penalty: 2911.525635
	Iteration 59Q: 3 clusters Score -1862641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -1862643.750000 Penalty: 2911.525635
	Iteration 60F: 3 clusters Score -1862644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -1862645.000000 Penalty: 2911.525635
	Iteration 61Q: 3 clusters Score -1862645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -1862648.500000 Penalty: 2911.525635
	Iteration 62Q: 3 clusters Score -1862648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -1862646.750000 Penalty: 2911.525635
	Iteration 63Q: 3 clusters Score -1862647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -1862647.625000 Penalty: 2911.525635
	Iteration 64Q: 3 clusters Score -1862648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -1862651.000000 Penalty: 2911.525635
	Iteration 65Q: 3 clusters Score -1862651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -1862649.000000 Penalty: 2911.525635
	Iteration 66Q: 3 clusters Score -1862649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -1862651.000000 Penalty: 2911.525635
	Iteration 67Q: 3 clusters Score -1862651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -1862653.375000 Penalty: 2911.525635
	Iteration 68Q: 3 clusters Score -1862653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -1862651.500000 Penalty: 2911.525635
	Iteration 69Q: 3 clusters Score -1862652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -1862651.250000 Penalty: 2911.525635
	Iteration 70Q: 3 clusters Score -1862651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -1862650.625000 Penalty: 2911.525635
	Iteration 71Q: 3 clusters Score -1862651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -1862650.625000 Penalty: 2911.525635
	Iteration 72F: 3 clusters Score -1862651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Entering Unmasked Estep 
Score: -34755.476562 Penalty: 882.322876
	Iteration 0F: 2 clusters Score -34755.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -33983.550781 Penalty: 1764.645752
	Iteration 0F: 3 clusters Score -33983.55 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -34110.132812 Penalty: 1764.645752
	Iteration 1F: 3 clusters Score -34110.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -34133.957031 Penalty: 1764.645752
	Iteration 2Q: 3 clusters Score -34133.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -34145.320312 Penalty: 1764.645752
	Iteration 3Q: 3 clusters Score -34145.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -34152.480469 Penalty: 1764.645752
	Iteration 4Q: 3 clusters Score -34152.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -34152.480469 Penalty: 1764.645752
	Iteration 5F: 3 clusters Score -34152.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (6367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Entering Unmasked Estep 
Score: -604758.812500 Penalty: 1303.321899
	Iteration 0F: 2 clusters Score -604758.8 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 3147 members 
Entering Unmasked Estep 
Score: -600257.250000 Penalty: 2606.643799
	Iteration 0F: 3 clusters Score -600257.2 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -601702.000000 Penalty: 2606.643799
	Iteration 1F: 3 clusters Score -601702 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -602035.562500 Penalty: 2606.643799
	Iteration 2F: 3 clusters Score -602035.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -602321.187500 Penalty: 2606.643799
	Iteration 3F: 3 clusters Score -602321.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -602586.812500 Penalty: 2606.643799
	Iteration 4F: 3 clusters Score -602586.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -602829.062500 Penalty: 2606.643799
	Iteration 5F: 3 clusters Score -602829.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -603041.000000 Penalty: 2606.643799
	Iteration 6Q: 3 clusters Score -603041 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -603222.000000 Penalty: 2606.643799
	Iteration 7Q: 3 clusters Score -603222 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -603370.250000 Penalty: 2606.643799
	Iteration 8Q: 3 clusters Score -603370.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -603509.625000 Penalty: 2606.643799
	Iteration 9Q: 3 clusters Score -603509.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -603620.750000 Penalty: 2606.643799
	Iteration 10Q: 3 clusters Score -603620.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -603723.500000 Penalty: 2606.643799
	Iteration 11Q: 3 clusters Score -603723.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -603812.812500 Penalty: 2606.643799
	Iteration 12Q: 3 clusters Score -603812.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -603903.312500 Penalty: 2606.643799
	Iteration 13Q: 3 clusters Score -603903.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -603971.687500 Penalty: 2606.643799
	Iteration 14Q: 3 clusters Score -603971.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -604027.625000 Penalty: 2606.643799
	Iteration 15Q: 3 clusters Score -604027.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -604076.812500 Penalty: 2606.643799
	Iteration 16Q: 3 clusters Score -604076.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -604115.375000 Penalty: 2606.643799
	Iteration 17Q: 3 clusters Score -604115.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -604149.750000 Penalty: 2606.643799
	Iteration 18Q: 3 clusters Score -604149.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -604178.062500 Penalty: 2606.643799
	Iteration 19Q: 3 clusters Score -604178.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -604200.125000 Penalty: 2606.643799
	Iteration 20F: 3 clusters Score -604200.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -604212.625000 Penalty: 2606.643799
	Iteration 21Q: 3 clusters Score -604212.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -604219.875000 Penalty: 2606.643799
	Iteration 22Q: 3 clusters Score -604219.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -604227.500000 Penalty: 2606.643799
	Iteration 23Q: 3 clusters Score -604227.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -604233.375000 Penalty: 2606.643799
	Iteration 24Q: 3 clusters Score -604233.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -604237.937500 Penalty: 2606.643799
	Iteration 25Q: 3 clusters Score -604237.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -604242.000000 Penalty: 2606.643799
	Iteration 26Q: 3 clusters Score -604242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -604246.375000 Penalty: 2606.643799
	Iteration 27Q: 3 clusters Score -604246.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -604248.375000 Penalty: 2606.643799
	Iteration 28Q: 3 clusters Score -604248.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -604250.875000 Penalty: 2606.643799
	Iteration 29Q: 3 clusters Score -604250.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -604253.562500 Penalty: 2606.643799
	Iteration 30Q: 3 clusters Score -604253.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -604257.937500 Penalty: 2606.643799
	Iteration 31Q: 3 clusters Score -604257.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -604262.812500 Penalty: 2606.643799
	Iteration 32Q: 3 clusters Score -604262.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -604265.625000 Penalty: 2606.643799
	Iteration 33Q: 3 clusters Score -604265.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -604272.812500 Penalty: 2606.643799
	Iteration 34Q: 3 clusters Score -604272.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -604278.500000 Penalty: 2606.643799
	Iteration 35Q: 3 clusters Score -604278.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -604283.875000 Penalty: 2606.643799
	Iteration 36Q: 3 clusters Score -604283.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -604285.750000 Penalty: 2606.643799
	Iteration 37Q: 3 clusters Score -604285.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -604288.750000 Penalty: 2606.643799
	Iteration 38Q: 3 clusters Score -604288.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -604290.062500 Penalty: 2606.643799
	Iteration 39Q: 3 clusters Score -604290.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -604293.500000 Penalty: 2606.643799
	Iteration 40F: 3 clusters Score -604293.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -604293.312500 Penalty: 2606.643799
	Iteration 41Q: 3 clusters Score -604293.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -604295.000000 Penalty: 2606.643799
	Iteration 42Q: 3 clusters Score -604295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -604294.500000 Penalty: 2606.643799
	Iteration 43Q: 3 clusters Score -604294.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -604295.750000 Penalty: 2606.643799
	Iteration 44Q: 3 clusters Score -604295.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -604295.562500 Penalty: 2606.643799
	Iteration 45Q: 3 clusters Score -604295.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -604297.000000 Penalty: 2606.643799
	Iteration 46Q: 3 clusters Score -604297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -604297.437500 Penalty: 2606.643799
	Iteration 47Q: 3 clusters Score -604297.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -604297.437500 Penalty: 2606.643799
	Iteration 48F: 3 clusters Score -604297.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (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: -129187.781250 Penalty: 1080.887695
	Iteration 0F: 2 clusters Score -129187.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -127645.414062 Penalty: 2161.775391
	Iteration 0F: 3 clusters Score -127645.4 nChanged 389
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: -127993.250000 Penalty: 2161.775391
	Iteration 1F: 3 clusters Score -127993.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -128131.226562 Penalty: 2161.775391
	Iteration 2F: 3 clusters Score -128131.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -128213.351562 Penalty: 2161.775391
	Iteration 3Q: 3 clusters Score -128213.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -128265.585938 Penalty: 2161.775391
	Iteration 4Q: 3 clusters Score -128265.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -128289.812500 Penalty: 2161.775391
	Iteration 5Q: 3 clusters Score -128289.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -128315.359375 Penalty: 2161.775391
	Iteration 6Q: 3 clusters Score -128315.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -128331.062500 Penalty: 2161.775391
	Iteration 7Q: 3 clusters Score -128331.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -128342.585938 Penalty: 2161.775391
	Iteration 8Q: 3 clusters Score -128342.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -128356.968750 Penalty: 2161.775391
	Iteration 9Q: 3 clusters Score -128357 nChanged 11
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: -128370.218750 Penalty: 2161.775391
	Iteration 10Q: 3 clusters Score -128370.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -128380.507812 Penalty: 2161.775391
	Iteration 11Q: 3 clusters Score -128380.5 nChanged 7
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: -128387.031250 Penalty: 2161.775391
	Iteration 12Q: 3 clusters Score -128387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -128392.828125 Penalty: 2161.775391
	Iteration 13Q: 3 clusters Score -128392.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -128398.195312 Penalty: 2161.775391
	Iteration 14Q: 3 clusters Score -128398.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -128402.632812 Penalty: 2161.775391
	Iteration 15Q: 3 clusters Score -128402.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -128408.500000 Penalty: 2161.775391
	Iteration 16Q: 3 clusters Score -128408.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -128412.796875 Penalty: 2161.775391
	Iteration 17Q: 3 clusters Score -128412.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -128421.742188 Penalty: 2161.775391
	Iteration 18Q: 3 clusters Score -128421.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -128426.601562 Penalty: 2161.775391
	Iteration 19Q: 3 clusters Score -128426.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -128428.890625 Penalty: 2161.775391
	Iteration 20F: 3 clusters Score -128428.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -128430.664062 Penalty: 2161.775391
	Iteration 21Q: 3 clusters Score -128430.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -128430.664062 Penalty: 2161.775391
	Iteration 22F: 3 clusters Score -128430.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (8357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Entering Unmasked Estep 
Score: -838530.937500 Penalty: 1343.791260
	Iteration 0F: 2 clusters Score -838530.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -832740.437500 Penalty: 2687.582520
	Iteration 0F: 3 clusters Score -832740.4 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -834545.062500 Penalty: 2687.582520
	Iteration 1F: 3 clusters Score -834545.1 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -834855.875000 Penalty: 2687.582520
	Iteration 2F: 3 clusters Score -834855.9 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -835089.437500 Penalty: 2687.582520
	Iteration 3F: 3 clusters Score -835089.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -835290.750000 Penalty: 2687.582520
	Iteration 4Q: 3 clusters Score -835290.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -835437.125000 Penalty: 2687.582520
	Iteration 5Q: 3 clusters Score -835437.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -835561.000000 Penalty: 2687.582520
	Iteration 6Q: 3 clusters Score -835561 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -835699.625000 Penalty: 2687.582520
	Iteration 7Q: 3 clusters Score -835699.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -835824.687500 Penalty: 2687.582520
	Iteration 8Q: 3 clusters Score -835824.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -835939.187500 Penalty: 2687.582520
	Iteration 9Q: 3 clusters Score -835939.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -836053.312500 Penalty: 2687.582520
	Iteration 10Q: 3 clusters Score -836053.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -836150.375000 Penalty: 2687.582520
	Iteration 11Q: 3 clusters Score -836150.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -836244.187500 Penalty: 2687.582520
	Iteration 12Q: 3 clusters Score -836244.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -836327.062500 Penalty: 2687.582520
	Iteration 13Q: 3 clusters Score -836327.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -836404.375000 Penalty: 2687.582520
	Iteration 14Q: 3 clusters Score -836404.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -836474.187500 Penalty: 2687.582520
	Iteration 15Q: 3 clusters Score -836474.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -836543.625000 Penalty: 2687.582520
	Iteration 16Q: 3 clusters Score -836543.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -836607.812500 Penalty: 2687.582520
	Iteration 17Q: 3 clusters Score -836607.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -836665.500000 Penalty: 2687.582520
	Iteration 18Q: 3 clusters Score -836665.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -836726.562500 Penalty: 2687.582520
	Iteration 19Q: 3 clusters Score -836726.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -836788.312500 Penalty: 2687.582520
	Iteration 20F: 3 clusters Score -836788.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -836858.187500 Penalty: 2687.582520
	Iteration 21Q: 3 clusters Score -836858.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -836919.125000 Penalty: 2687.582520
	Iteration 22Q: 3 clusters Score -836919.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -836975.125000 Penalty: 2687.582520
	Iteration 23Q: 3 clusters Score -836975.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -837018.687500 Penalty: 2687.582520
	Iteration 24Q: 3 clusters Score -837018.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -837044.187500 Penalty: 2687.582520
	Iteration 25Q: 3 clusters Score -837044.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -837057.750000 Penalty: 2687.582520
	Iteration 26Q: 3 clusters Score -837057.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -837069.625000 Penalty: 2687.582520
	Iteration 27Q: 3 clusters Score -837069.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -837082.937500 Penalty: 2687.582520
	Iteration 28Q: 3 clusters Score -837082.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -837092.625000 Penalty: 2687.582520
	Iteration 29Q: 3 clusters Score -837092.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -837100.000000 Penalty: 2687.582520
	Iteration 30Q: 3 clusters Score -837100 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -837105.187500 Penalty: 2687.582520
	Iteration 31Q: 3 clusters Score -837105.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -837109.062500 Penalty: 2687.582520
	Iteration 32Q: 3 clusters Score -837109.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -837112.312500 Penalty: 2687.582520
	Iteration 33Q: 3 clusters Score -837112.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -837115.937500 Penalty: 2687.582520
	Iteration 34Q: 3 clusters Score -837115.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -837118.625000 Penalty: 2687.582520
	Iteration 35Q: 3 clusters Score -837118.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -837121.500000 Penalty: 2687.582520
	Iteration 36Q: 3 clusters Score -837121.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -837124.500000 Penalty: 2687.582520
	Iteration 37Q: 3 clusters Score -837124.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -837123.750000 Penalty: 2687.582520
	Iteration 38Q: 3 clusters Score -837123.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -837124.937500 Penalty: 2687.582520
	Iteration 39Q: 3 clusters Score -837124.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -837129.312500 Penalty: 2687.582520
	Iteration 40F: 3 clusters Score -837129.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -837128.937500 Penalty: 2687.582520
	Iteration 41Q: 3 clusters Score -837128.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -837130.062500 Penalty: 2687.582520
	Iteration 42Q: 3 clusters Score -837130.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -837133.187500 Penalty: 2687.582520
	Iteration 43Q: 3 clusters Score -837133.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -837135.562500 Penalty: 2687.582520
	Iteration 44Q: 3 clusters Score -837135.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -837137.687500 Penalty: 2687.582520
	Iteration 45Q: 3 clusters Score -837137.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -837138.687500 Penalty: 2687.582520
	Iteration 46Q: 3 clusters Score -837138.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -837137.125000 Penalty: 2687.582520
	Iteration 47Q: 3 clusters Score -837137.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -837138.937500 Penalty: 2687.582520
	Iteration 48Q: 3 clusters Score -837138.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -837137.000000 Penalty: 2687.582520
	Iteration 49Q: 3 clusters Score -837137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -837139.625000 Penalty: 2687.582520
	Iteration 50Q: 3 clusters Score -837139.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -837139.125000 Penalty: 2687.582520
	Iteration 51Q: 3 clusters Score -837139.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -837140.000000 Penalty: 2687.582520
	Iteration 52Q: 3 clusters Score -837140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -837141.437500 Penalty: 2687.582520
	Iteration 53Q: 3 clusters Score -837141.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -837140.812500 Penalty: 2687.582520
	Iteration 54Q: 3 clusters Score -837140.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -837140.812500 Penalty: 2687.582520
	Iteration 55F: 3 clusters Score -837140.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (19960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Entering Unmasked Estep 
Score: -2074184.375000 Penalty: 1473.341064
	Iteration 0F: 2 clusters Score -2074184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -2061150.625000 Penalty: 2946.682129
	Iteration 0F: 3 clusters Score -2061151 nChanged 8794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -2065751.000000 Penalty: 2946.682129
	Iteration 1F: 3 clusters Score -2065751 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -2066078.750000 Penalty: 2946.682129
	Iteration 2Q: 3 clusters Score -2066079 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -2066330.375000 Penalty: 2946.682129
	Iteration 3Q: 3 clusters Score -2066330 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -2066567.750000 Penalty: 2946.682129
	Iteration 4Q: 3 clusters Score -2066568 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -2066774.125000 Penalty: 2946.682129
	Iteration 5Q: 3 clusters Score -2066774 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -2066997.625000 Penalty: 2946.682129
	Iteration 6Q: 3 clusters Score -2066998 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -2067272.000000 Penalty: 2946.682129
	Iteration 7Q: 3 clusters Score -2067272 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -2067562.625000 Penalty: 2946.682129
	Iteration 8Q: 3 clusters Score -2067563 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -2067913.625000 Penalty: 2946.682129
	Iteration 9Q: 3 clusters Score -2067914 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -2068345.875000 Penalty: 2946.682129
	Iteration 10Q: 3 clusters Score -2068346 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -2068804.375000 Penalty: 2946.682129
	Iteration 11Q: 3 clusters Score -2068804 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -2069355.625000 Penalty: 2946.682129
	Iteration 12Q: 3 clusters Score -2069356 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -2069964.000000 Penalty: 2946.682129
	Iteration 13Q: 3 clusters Score -2069964 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -2070540.250000 Penalty: 2946.682129
	Iteration 14Q: 3 clusters Score -2070540 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -2071052.375000 Penalty: 2946.682129
	Iteration 15Q: 3 clusters Score -2071052 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -2071420.750000 Penalty: 2946.682129
	Iteration 16Q: 3 clusters Score -2071421 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -2071728.500000 Penalty: 2946.682129
	Iteration 17Q: 3 clusters Score -2071728 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -2071953.500000 Penalty: 2946.682129
	Iteration 18Q: 3 clusters Score -2071954 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -2072092.500000 Penalty: 2946.682129
	Iteration 19Q: 3 clusters Score -2072092 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -2072185.125000 Penalty: 2946.682129
	Iteration 20F: 3 clusters Score -2072185 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -2072268.250000 Penalty: 2946.682129
	Iteration 21Q: 3 clusters Score -2072268 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -2072328.500000 Penalty: 2946.682129
	Iteration 22Q: 3 clusters Score -2072328 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -2072388.875000 Penalty: 2946.682129
	Iteration 23Q: 3 clusters Score -2072389 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -2072435.125000 Penalty: 2946.682129
	Iteration 24Q: 3 clusters Score -2072435 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -2072469.875000 Penalty: 2946.682129
	Iteration 25Q: 3 clusters Score -2072470 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -2072495.500000 Penalty: 2946.682129
	Iteration 26Q: 3 clusters Score -2072496 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -2072508.625000 Penalty: 2946.682129
	Iteration 27Q: 3 clusters Score -2072509 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -2072514.250000 Penalty: 2946.682129
	Iteration 28Q: 3 clusters Score -2072514 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -2072539.000000 Penalty: 2946.682129
	Iteration 29Q: 3 clusters Score -2072539 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -2072551.375000 Penalty: 2946.682129
	Iteration 30Q: 3 clusters Score -2072551 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -2072560.125000 Penalty: 2946.682129
	Iteration 31Q: 3 clusters Score -2072560 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -2072570.750000 Penalty: 2946.682129
	Iteration 32Q: 3 clusters Score -2072571 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -2072572.625000 Penalty: 2946.682129
	Iteration 33Q: 3 clusters Score -2072573 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -2072581.625000 Penalty: 2946.682129
	Iteration 34Q: 3 clusters Score -2072582 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -2072591.625000 Penalty: 2946.682129
	Iteration 35Q: 3 clusters Score -2072592 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -2072592.875000 Penalty: 2946.682129
	Iteration 36Q: 3 clusters Score -2072593 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -2072603.500000 Penalty: 2946.682129
	Iteration 37Q: 3 clusters Score -2072604 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -2072606.875000 Penalty: 2946.682129
	Iteration 38Q: 3 clusters Score -2072607 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -2072612.375000 Penalty: 2946.682129
	Iteration 39Q: 3 clusters Score -2072612 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -2072627.500000 Penalty: 2946.682129
	Iteration 40F: 3 clusters Score -2072628 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -2072642.875000 Penalty: 2946.682129
	Iteration 41Q: 3 clusters Score -2072643 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -2072659.250000 Penalty: 2946.682129
	Iteration 42Q: 3 clusters Score -2072659 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -2072671.750000 Penalty: 2946.682129
	Iteration 43Q: 3 clusters Score -2072672 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -2072687.625000 Penalty: 2946.682129
	Iteration 44Q: 3 clusters Score -2072688 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -2072698.625000 Penalty: 2946.682129
	Iteration 45Q: 3 clusters Score -2072699 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -2072715.875000 Penalty: 2946.682129
	Iteration 46Q: 3 clusters Score -2072716 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -2072723.250000 Penalty: 2946.682129
	Iteration 47Q: 3 clusters Score -2072723 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -2072737.500000 Penalty: 2946.682129
	Iteration 48Q: 3 clusters Score -2072738 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -2072752.500000 Penalty: 2946.682129
	Iteration 49Q: 3 clusters Score -2072752 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -2072770.750000 Penalty: 2946.682129
	Iteration 50Q: 3 clusters Score -2072771 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -2072788.000000 Penalty: 2946.682129
	Iteration 51Q: 3 clusters Score -2072788 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -2072805.875000 Penalty: 2946.682129
	Iteration 52Q: 3 clusters Score -2072806 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -2072821.375000 Penalty: 2946.682129
	Iteration 53Q: 3 clusters Score -2072821 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -2072843.875000 Penalty: 2946.682129
	Iteration 54Q: 3 clusters Score -2072844 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -2072866.375000 Penalty: 2946.682129
	Iteration 55Q: 3 clusters Score -2072866 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -2072887.500000 Penalty: 2946.682129
	Iteration 56Q: 3 clusters Score -2072888 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -2072908.625000 Penalty: 2946.682129
	Iteration 57Q: 3 clusters Score -2072909 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -2072931.250000 Penalty: 2946.682129
	Iteration 58Q: 3 clusters Score -2072931 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -2072963.250000 Penalty: 2946.682129
	Iteration 59Q: 3 clusters Score -2072963 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -2072981.000000 Penalty: 2946.682129
	Iteration 60F: 3 clusters Score -2072981 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -2073003.000000 Penalty: 2946.682129
	Iteration 61Q: 3 clusters Score -2073003 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -2073029.250000 Penalty: 2946.682129
	Iteration 62Q: 3 clusters Score -2073029 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -2073060.750000 Penalty: 2946.682129
	Iteration 63Q: 3 clusters Score -2073061 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -2073073.375000 Penalty: 2946.682129
	Iteration 64Q: 3 clusters Score -2073073 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -2073090.500000 Penalty: 2946.682129
	Iteration 65Q: 3 clusters Score -2073090 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -2073116.750000 Penalty: 2946.682129
	Iteration 66Q: 3 clusters Score -2073117 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -2073144.500000 Penalty: 2946.682129
	Iteration 67Q: 3 clusters Score -2073144 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -2073169.125000 Penalty: 2946.682129
	Iteration 68Q: 3 clusters Score -2073169 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -2073198.875000 Penalty: 2946.682129
	Iteration 69Q: 3 clusters Score -2073199 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -2073217.750000 Penalty: 2946.682129
	Iteration 70Q: 3 clusters Score -2073218 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -2073248.125000 Penalty: 2946.682129
	Iteration 71Q: 3 clusters Score -2073248 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -2073273.750000 Penalty: 2946.682129
	Iteration 72Q: 3 clusters Score -2073274 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -2073298.000000 Penalty: 2946.682129
	Iteration 73Q: 3 clusters Score -2073298 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -2073318.000000 Penalty: 2946.682129
	Iteration 74Q: 3 clusters Score -2073318 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -2073346.750000 Penalty: 2946.682129
	Iteration 75Q: 3 clusters Score -2073347 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -2073371.625000 Penalty: 2946.682129
	Iteration 76Q: 3 clusters Score -2073372 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -2073377.625000 Penalty: 2946.682129
	Iteration 77Q: 3 clusters Score -2073378 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -2073400.125000 Penalty: 2946.682129
	Iteration 78Q: 3 clusters Score -2073400 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -2073411.750000 Penalty: 2946.682129
	Iteration 79Q: 3 clusters Score -2073412 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -2073422.125000 Penalty: 2946.682129
	Iteration 80F: 3 clusters Score -2073422 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -2073432.500000 Penalty: 2946.682129
	Iteration 81Q: 3 clusters Score -2073432 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -2073434.250000 Penalty: 2946.682129
	Iteration 82Q: 3 clusters Score -2073434 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -2073439.375000 Penalty: 2946.682129
	Iteration 83Q: 3 clusters Score -2073439 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -2073451.375000 Penalty: 2946.682129
	Iteration 84Q: 3 clusters Score -2073451 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -2073460.000000 Penalty: 2946.682129
	Iteration 85Q: 3 clusters Score -2073460 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -2073468.750000 Penalty: 2946.682129
	Iteration 86Q: 3 clusters Score -2073469 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -2073473.375000 Penalty: 2946.682129
	Iteration 87Q: 3 clusters Score -2073473 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -2073475.625000 Penalty: 2946.682129
	Iteration 88Q: 3 clusters Score -2073476 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -2073482.625000 Penalty: 2946.682129
	Iteration 89Q: 3 clusters Score -2073483 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -2073486.375000 Penalty: 2946.682129
	Iteration 90Q: 3 clusters Score -2073486 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -2073488.250000 Penalty: 2946.682129
	Iteration 91Q: 3 clusters Score -2073488 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -2073496.875000 Penalty: 2946.682129
	Iteration 92Q: 3 clusters Score -2073497 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -2073501.125000 Penalty: 2946.682129
	Iteration 93Q: 3 clusters Score -2073501 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -2073506.000000 Penalty: 2946.682129
	Iteration 94Q: 3 clusters Score -2073506 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -2073510.125000 Penalty: 2946.682129
	Iteration 95Q: 3 clusters Score -2073510 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -2073516.125000 Penalty: 2946.682129
	Iteration 96Q: 3 clusters Score -2073516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -2073517.500000 Penalty: 2946.682129
	Iteration 97Q: 3 clusters Score -2073518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -2073518.000000 Penalty: 2946.682129
	Iteration 98Q: 3 clusters Score -2073518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -2073519.875000 Penalty: 2946.682129
	Iteration 99Q: 3 clusters Score -2073520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -2073520.625000 Penalty: 2946.682129
	Iteration 100F: 3 clusters Score -2073521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -2073523.875000 Penalty: 2946.682129
	Iteration 101Q: 3 clusters Score -2073524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -2073525.875000 Penalty: 2946.682129
	Iteration 102Q: 3 clusters Score -2073526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -2073523.750000 Penalty: 2946.682129
	Iteration 103Q: 3 clusters Score -2073524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -2073525.000000 Penalty: 2946.682129
	Iteration 104Q: 3 clusters Score -2073525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -2073529.625000 Penalty: 2946.682129
	Iteration 105Q: 3 clusters Score -2073530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -2073532.500000 Penalty: 2946.682129
	Iteration 106Q: 3 clusters Score -2073532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -2073532.000000 Penalty: 2946.682129
	Iteration 107Q: 3 clusters Score -2073532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -2073532.375000 Penalty: 2946.682129
	Iteration 108Q: 3 clusters Score -2073532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -2073533.500000 Penalty: 2946.682129
	Iteration 109Q: 3 clusters Score -2073534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -2073535.875000 Penalty: 2946.682129
	Iteration 110Q: 3 clusters Score -2073536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -2073534.625000 Penalty: 2946.682129
	Iteration 111Q: 3 clusters Score -2073535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -2073534.625000 Penalty: 2946.682129
	Iteration 112F: 3 clusters Score -2073535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (4470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Entering Unmasked Estep 
Score: -463798.937500 Penalty: 1250.685425
	Iteration 0F: 2 clusters Score -463798.9 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 2228 members 
Entering Unmasked Estep 
Score: -460468.593750 Penalty: 2501.370850
	Iteration 0F: 3 clusters Score -460468.6 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -461355.531250 Penalty: 2501.370850
	Iteration 1F: 3 clusters Score -461355.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -461694.531250 Penalty: 2501.370850
	Iteration 2F: 3 clusters Score -461694.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -462082.156250 Penalty: 2501.370850
	Iteration 3F: 3 clusters Score -462082.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -462494.062500 Penalty: 2501.370850
	Iteration 4F: 3 clusters Score -462494.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -462855.843750 Penalty: 2501.370850
	Iteration 5F: 3 clusters Score -462855.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -463176.781250 Penalty: 2501.370850
	Iteration 6F: 3 clusters Score -463176.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -463463.718750 Penalty: 2501.370850
	Iteration 7F: 3 clusters Score -463463.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -463694.500000 Penalty: 2501.370850
	Iteration 8F: 3 clusters Score -463694.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -463891.343750 Penalty: 2501.370850
	Iteration 9Q: 3 clusters Score -463891.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -464030.093750 Penalty: 2501.370850
	Iteration 10Q: 3 clusters Score -464030.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -464126.781250 Penalty: 2501.370850
	Iteration 11Q: 3 clusters Score -464126.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -464173.812500 Penalty: 2501.370850
	Iteration 12Q: 3 clusters Score -464173.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -464193.718750 Penalty: 2501.370850
	Iteration 13Q: 3 clusters Score -464193.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -464206.343750 Penalty: 2501.370850
	Iteration 14Q: 3 clusters Score -464206.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -464209.468750 Penalty: 2501.370850
	Iteration 15Q: 3 clusters Score -464209.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -464214.781250 Penalty: 2501.370850
	Iteration 16Q: 3 clusters Score -464214.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -464217.312500 Penalty: 2501.370850
	Iteration 17Q: 3 clusters Score -464217.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -464219.375000 Penalty: 2501.370850
	Iteration 18Q: 3 clusters Score -464219.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -464220.531250 Penalty: 2501.370850
	Iteration 19Q: 3 clusters Score -464220.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -464222.437500 Penalty: 2501.370850
	Iteration 20F: 3 clusters Score -464222.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -464224.343750 Penalty: 2501.370850
	Iteration 21Q: 3 clusters Score -464224.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -464225.281250 Penalty: 2501.370850
	Iteration 22Q: 3 clusters Score -464225.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -464225.156250 Penalty: 2501.370850
	Iteration 23Q: 3 clusters Score -464225.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -464225.156250 Penalty: 2501.370850
	Iteration 24F: 3 clusters Score -464225.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 64500 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 16265 members 
Mstep: Class 4 contains 20178 members 
Mstep: Class 5 contains 9196 members 
Mstep: Class 6 contains 1220 members 
Mstep: Class 7 contains 37775 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 11581 members 
Mstep: Class 10 contains 48369 members 
Mstep: Class 11 contains 39846 members 
Mstep: Class 12 contains 29483 members 
Mstep: Class 13 contains 13294 members 
Mstep: Class 14 contains 1655 members 
Mstep: Class 15 contains 12275 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2176 members 
Mstep: Class 19 contains 34507 members 
Mstep: Class 20 contains 10103 members 
Mstep: Class 21 contains 2607 members 
Mstep: Class 22 contains 7663 members 
Mstep: Class 23 contains 4844 members 
Mstep: Class 24 contains 4420 members 
Mstep: Class 25 contains 15472 members 
Mstep: Class 26 contains 16182 members 
Mstep: Class 27 contains 7494 members 
Mstep: Class 28 contains 20912 members 
Mstep: Class 29 contains 9793 members 
Mstep: Class 30 contains 22394 members 
Mstep: Class 31 contains 14849 members 
Mstep: Class 32 contains 10267 members 
Mstep: Class 33 contains 3869 members 
Mstep: Class 34 contains 51557 members 
Mstep: Class 35 contains 200234 members 
Mstep: Class 36 contains 2753 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 8079 members 
Mstep: Class 39 contains 2233 members 
Mstep: Class 40 contains 918 members 
Mstep: Class 41 contains 36617 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 17736 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 6367 members 
Mstep: Class 46 contains 1428 members 
Mstep: Class 47 contains 8357 members 
Mstep: Class 48 contains 19960 members 
Mstep: Class 49 contains 3743 members 
Mstep: Class 50 contains 7823 members 
Mstep: Class 51 contains 727 members 
Entering Unmasked Estep 
Score: -88140816.000000 Penalty: 104041.984375
Splitting cluster 49 changes total score from -88141224.000000 to -88140816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 50 (7823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Entering Unmasked Estep 
Score: -816398.312500 Penalty: 1333.965820
	Iteration 0F: 2 clusters Score -816398.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -810982.062500 Penalty: 2667.931641
	Iteration 0F: 3 clusters Score -810982.1 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -812731.250000 Penalty: 2667.931641
	Iteration 1F: 3 clusters Score -812731.2 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -812979.437500 Penalty: 2667.931641
	Iteration 2F: 3 clusters Score -812979.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -813140.375000 Penalty: 2667.931641
	Iteration 3Q: 3 clusters Score -813140.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -813253.750000 Penalty: 2667.931641
	Iteration 4Q: 3 clusters Score -813253.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -813347.187500 Penalty: 2667.931641
	Iteration 5Q: 3 clusters Score -813347.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -813427.750000 Penalty: 2667.931641
	Iteration 6Q: 3 clusters Score -813427.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -813519.937500 Penalty: 2667.931641
	Iteration 7Q: 3 clusters Score -813519.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -813609.312500 Penalty: 2667.931641
	Iteration 8Q: 3 clusters Score -813609.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -813695.125000 Penalty: 2667.931641
	Iteration 9Q: 3 clusters Score -813695.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -813768.687500 Penalty: 2667.931641
	Iteration 10Q: 3 clusters Score -813768.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -813846.937500 Penalty: 2667.931641
	Iteration 11Q: 3 clusters Score -813846.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -813941.500000 Penalty: 2667.931641
	Iteration 12Q: 3 clusters Score -813941.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -814033.312500 Penalty: 2667.931641
	Iteration 13Q: 3 clusters Score -814033.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -814126.000000 Penalty: 2667.931641
	Iteration 14Q: 3 clusters Score -814126 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -814232.500000 Penalty: 2667.931641
	Iteration 15Q: 3 clusters Score -814232.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -814350.125000 Penalty: 2667.931641
	Iteration 16Q: 3 clusters Score -814350.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -814470.187500 Penalty: 2667.931641
	Iteration 17Q: 3 clusters Score -814470.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -814589.312500 Penalty: 2667.931641
	Iteration 18Q: 3 clusters Score -814589.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -814681.000000 Penalty: 2667.931641
	Iteration 19Q: 3 clusters Score -814681 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -814753.687500 Penalty: 2667.931641
	Iteration 20F: 3 clusters Score -814753.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -814824.437500 Penalty: 2667.931641
	Iteration 21Q: 3 clusters Score -814824.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -814886.125000 Penalty: 2667.931641
	Iteration 22Q: 3 clusters Score -814886.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -814943.062500 Penalty: 2667.931641
	Iteration 23Q: 3 clusters Score -814943.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -814988.812500 Penalty: 2667.931641
	Iteration 24Q: 3 clusters Score -814988.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -815030.937500 Penalty: 2667.931641
	Iteration 25Q: 3 clusters Score -815030.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -815078.375000 Penalty: 2667.931641
	Iteration 26Q: 3 clusters Score -815078.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -815123.937500 Penalty: 2667.931641
	Iteration 27Q: 3 clusters Score -815123.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -815159.937500 Penalty: 2667.931641
	Iteration 28Q: 3 clusters Score -815159.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -815199.500000 Penalty: 2667.931641
	Iteration 29Q: 3 clusters Score -815199.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -815233.625000 Penalty: 2667.931641
	Iteration 30Q: 3 clusters Score -815233.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -815264.375000 Penalty: 2667.931641
	Iteration 31Q: 3 clusters Score -815264.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -815290.562500 Penalty: 2667.931641
	Iteration 32Q: 3 clusters Score -815290.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -815307.937500 Penalty: 2667.931641
	Iteration 33Q: 3 clusters Score -815307.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -815324.750000 Penalty: 2667.931641
	Iteration 34Q: 3 clusters Score -815324.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -815336.812500 Penalty: 2667.931641
	Iteration 35Q: 3 clusters Score -815336.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -815345.937500 Penalty: 2667.931641
	Iteration 36Q: 3 clusters Score -815345.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -815356.625000 Penalty: 2667.931641
	Iteration 37Q: 3 clusters Score -815356.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -815364.000000 Penalty: 2667.931641
	Iteration 38Q: 3 clusters Score -815364 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -815372.312500 Penalty: 2667.931641
	Iteration 39Q: 3 clusters Score -815372.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -815380.937500 Penalty: 2667.931641
	Iteration 40F: 3 clusters Score -815380.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -815389.062500 Penalty: 2667.931641
	Iteration 41Q: 3 clusters Score -815389.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -815396.750000 Penalty: 2667.931641
	Iteration 42Q: 3 clusters Score -815396.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -815401.687500 Penalty: 2667.931641
	Iteration 43Q: 3 clusters Score -815401.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -815405.812500 Penalty: 2667.931641
	Iteration 44Q: 3 clusters Score -815405.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -815408.125000 Penalty: 2667.931641
	Iteration 45Q: 3 clusters Score -815408.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -815413.250000 Penalty: 2667.931641
	Iteration 46Q: 3 clusters Score -815413.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -815417.625000 Penalty: 2667.931641
	Iteration 47Q: 3 clusters Score -815417.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -815423.375000 Penalty: 2667.931641
	Iteration 48Q: 3 clusters Score -815423.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -815426.875000 Penalty: 2667.931641
	Iteration 49Q: 3 clusters Score -815426.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -815432.250000 Penalty: 2667.931641
	Iteration 50Q: 3 clusters Score -815432.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -815432.312500 Penalty: 2667.931641
	Iteration 51Q: 3 clusters Score -815432.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -815437.625000 Penalty: 2667.931641
	Iteration 52Q: 3 clusters Score -815437.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -815440.187500 Penalty: 2667.931641
	Iteration 53Q: 3 clusters Score -815440.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -815446.687500 Penalty: 2667.931641
	Iteration 54Q: 3 clusters Score -815446.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -815448.937500 Penalty: 2667.931641
	Iteration 55Q: 3 clusters Score -815448.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -815450.437500 Penalty: 2667.931641
	Iteration 56Q: 3 clusters Score -815450.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -815451.687500 Penalty: 2667.931641
	Iteration 57Q: 3 clusters Score -815451.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -815452.187500 Penalty: 2667.931641
	Iteration 58Q: 3 clusters Score -815452.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -815451.812500 Penalty: 2667.931641
	Iteration 59Q: 3 clusters Score -815451.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -815455.000000 Penalty: 2667.931641
	Iteration 60F: 3 clusters Score -815455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -815457.125000 Penalty: 2667.931641
	Iteration 61Q: 3 clusters Score -815457.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -815457.125000 Penalty: 2667.931641
	Iteration 62F: 3 clusters Score -815457.1 nChanged 0
--- Evaluating fit on full set of 1799619 points ---
Entering Unmasked Estep 
Score: -175878432.000000 Penalty: 107158.960938
22->51 Clusters: Score -175878432.000000, best is -175949616.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 899809 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40172 members 
Mstep: Class 2 contains 40748 members 
Mstep: Class 3 contains 40691 members 
Mstep: Class 4 contains 40854 members 
Mstep: Class 5 contains 41109 members 
Mstep: Class 6 contains 40811 members 
Mstep: Class 7 contains 41145 members 
Mstep: Class 8 contains 40945 members 
Mstep: Class 9 contains 40783 members 
Mstep: Class 10 contains 41380 members 
Mstep: Class 11 contains 40964 members 
Mstep: Class 12 contains 40812 members 
Mstep: Class 13 contains 40574 members 
Mstep: Class 14 contains 40826 members 
Mstep: Class 15 contains 40948 members 
Mstep: Class 16 contains 41058 members 
Mstep: Class 17 contains 41172 members 
Mstep: Class 18 contains 40946 members 
Mstep: Class 19 contains 40906 members 
Mstep: Class 20 contains 41173 members 
Mstep: Class 21 contains 40908 members 
Mstep: Class 22 contains 40884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 1062.363281 but Gain 2040.035156
Score: -83726528.000000 Penalty: 42840.816406
Iteration 0F: 22 clusters Score -8.372653e+07 nChanged 855666
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 22848 members 
Mstep: Class 4 contains 34431 members 
Mstep: Class 5 contains 24056 members 
Mstep: Class 6 contains 33233 members 
Mstep: Class 7 contains 44314 members 
Mstep: Class 8 contains 37200 members 
Mstep: Class 9 contains 39083 members 
Mstep: Class 10 contains 32666 members 
Mstep: Class 11 contains 28750 members 
Mstep: Class 12 contains 14380 members 
Mstep: Class 13 contains 41611 members 
Mstep: Class 14 contains 112172 members 
Mstep: Class 15 contains 23782 members 
Mstep: Class 16 contains 63541 members 
Mstep: Class 17 contains 27328 members 
Mstep: Class 18 contains 41178 members 
Mstep: Class 19 contains 76670 members 
Mstep: Class 20 contains 92769 members 
Mstep: Class 21 contains 56080 members 
Mstep: Class 22 contains 30353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85670504.000000 Penalty: 42840.816406
Iteration 1F: 22 clusters Score -8.56705e+07 nChanged 335428
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 18490 members 
Mstep: Class 4 contains 29648 members 
Mstep: Class 5 contains 18311 members 
Mstep: Class 6 contains 32796 members 
Mstep: Class 7 contains 42317 members 
Mstep: Class 8 contains 33336 members 
Mstep: Class 9 contains 35837 members 
Mstep: Class 10 contains 36367 members 
Mstep: Class 11 contains 29275 members 
Mstep: Class 12 contains 13405 members 
Mstep: Class 13 contains 37676 members 
Mstep: Class 14 contains 173548 members 
Mstep: Class 15 contains 21054 members 
Mstep: Class 16 contains 53087 members 
Mstep: Class 17 contains 25803 members 
Mstep: Class 18 contains 35631 members 
Mstep: Class 19 contains 75476 members 
Mstep: Class 20 contains 94801 members 
Mstep: Class 21 contains 52875 members 
Mstep: Class 22 contains 21562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86323984.000000 Penalty: 42840.816406
Iteration 2F: 22 clusters Score -8.632398e+07 nChanged 271724
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 17095 members 
Mstep: Class 4 contains 32240 members 
Mstep: Class 5 contains 15429 members 
Mstep: Class 6 contains 31291 members 
Mstep: Class 7 contains 43149 members 
Mstep: Class 8 contains 24614 members 
Mstep: Class 9 contains 27934 members 
Mstep: Class 10 contains 37651 members 
Mstep: Class 11 contains 35264 members 
Mstep: Class 12 contains 14839 members 
Mstep: Class 13 contains 34179 members 
Mstep: Class 14 contains 216640 members 
Mstep: Class 15 contains 17948 members 
Mstep: Class 16 contains 40583 members 
Mstep: Class 17 contains 23433 members 
Mstep: Class 18 contains 33718 members 
Mstep: Class 19 contains 72982 members 
Mstep: Class 20 contains 99292 members 
Mstep: Class 21 contains 47186 members 
Mstep: Class 22 contains 18267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86741680.000000 Penalty: 42840.816406
Iteration 3F: 22 clusters Score -8.674168e+07 nChanged 211953
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 17586 members 
Mstep: Class 4 contains 39501 members 
Mstep: Class 5 contains 13083 members 
Mstep: Class 6 contains 27974 members 
Mstep: Class 7 contains 49841 members 
Mstep: Class 8 contains 16765 members 
Mstep: Class 9 contains 19528 members 
Mstep: Class 10 contains 36804 members 
Mstep: Class 11 contains 43897 members 
Mstep: Class 12 contains 14661 members 
Mstep: Class 13 contains 32313 members 
Mstep: Class 14 contains 237293 members 
Mstep: Class 15 contains 14171 members 
Mstep: Class 16 contains 29824 members 
Mstep: Class 17 contains 21851 members 
Mstep: Class 18 contains 32516 members 
Mstep: Class 19 contains 67483 members 
Mstep: Class 20 contains 108537 members 
Mstep: Class 21 contains 44634 members 
Mstep: Class 22 contains 15794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87035248.000000 Penalty: 42840.816406
Iteration 4F: 22 clusters Score -8.703525e+07 nChanged 163733
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 18456 members 
Mstep: Class 4 contains 46039 members 
Mstep: Class 5 contains 11750 members 
Mstep: Class 6 contains 24612 members 
Mstep: Class 7 contains 60274 members 
Mstep: Class 8 contains 11785 members 
Mstep: Class 9 contains 14172 members 
Mstep: Class 10 contains 34873 members 
Mstep: Class 11 contains 51304 members 
Mstep: Class 12 contains 13827 members 
Mstep: Class 13 contains 30746 members 
Mstep: Class 14 contains 238759 members 
Mstep: Class 15 contains 10625 members 
Mstep: Class 16 contains 21002 members 
Mstep: Class 17 contains 21109 members 
Mstep: Class 18 contains 31606 members 
Mstep: Class 19 contains 60203 members 
Mstep: Class 20 contains 124857 members 
Mstep: Class 21 contains 42620 members 
Mstep: Class 22 contains 13902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87230000.000000 Penalty: 42840.816406
Iteration 5F: 22 clusters Score -8.723e+07 nChanged 126664
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 19485 members 
Mstep: Class 4 contains 49392 members 
Mstep: Class 5 contains 11438 members 
Mstep: Class 6 contains 22074 members 
Mstep: Class 7 contains 68418 members 
Mstep: Class 8 contains 9293 members 
Mstep: Class 9 contains 11763 members 
Mstep: Class 10 contains 32949 members 
Mstep: Class 11 contains 55188 members 
Mstep: Class 12 contains 13180 members 
Mstep: Class 13 contains 28361 members 
Mstep: Class 14 contains 228130 members 
Mstep: Class 15 contains 8501 members 
Mstep: Class 16 contains 14538 members 
Mstep: Class 17 contains 21057 members 
Mstep: Class 18 contains 30812 members 
Mstep: Class 19 contains 53830 members 
Mstep: Class 20 contains 147257 members 
Mstep: Class 21 contains 40354 members 
Mstep: Class 22 contains 12431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87360072.000000 Penalty: 42840.816406
Iteration 6F: 22 clusters Score -8.736007e+07 nChanged 99481
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 27435 members 
Mstep: Class 2 contains 20651 members 
Mstep: Class 4 contains 50051 members 
Mstep: Class 5 contains 11523 members 
Mstep: Class 6 contains 20483 members 
Mstep: Class 7 contains 73666 members 
Mstep: Class 8 contains 8869 members 
Mstep: Class 9 contains 11445 members 
Mstep: Class 10 contains 31471 members 
Mstep: Class 11 contains 56064 members 
Mstep: Class 12 contains 12924 members 
Mstep: Class 13 contains 24939 members 
Mstep: Class 14 contains 211731 members 
Mstep: Class 15 contains 7588 members 
Mstep: Class 16 contains 10593 members 
Mstep: Class 17 contains 21470 members 
Mstep: Class 18 contains 29542 members 
Mstep: Class 19 contains 49543 members 
Mstep: Class 20 contains 170414 members 
Mstep: Class 21 contains 37922 members 
Mstep: Class 22 contains 11394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87453656.000000 Penalty: 42840.816406
Iteration 7F: 22 clusters Score -8.745366e+07 nChanged 80767
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 34535 members 
Mstep: Class 2 contains 21741 members 
Mstep: Class 4 contains 49513 members 
Mstep: Class 5 contains 11770 members 
Mstep: Class 6 contains 19826 members 
Mstep: Class 7 contains 77001 members 
Mstep: Class 8 contains 9753 members 
Mstep: Class 9 contains 12258 members 
Mstep: Class 10 contains 30809 members 
Mstep: Class 11 contains 54785 members 
Mstep: Class 12 contains 12944 members 
Mstep: Class 13 contains 21103 members 
Mstep: Class 14 contains 193067 members 
Mstep: Class 15 contains 7469 members 
Mstep: Class 16 contains 8505 members 
Mstep: Class 17 contains 22213 members 
Mstep: Class 18 contains 27884 members 
Mstep: Class 19 contains 46822 members 
Mstep: Class 20 contains 190850 members 
Mstep: Class 21 contains 36178 members 
Mstep: Class 22 contains 10692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87521792.000000 Penalty: 42840.816406
Iteration 8F: 22 clusters Score -8.752179e+07 nChanged 66799
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 41695 members 
Mstep: Class 2 contains 22617 members 
Mstep: Class 4 contains 48743 members 
Mstep: Class 5 contains 12180 members 
Mstep: Class 6 contains 19385 members 
Mstep: Class 7 contains 79400 members 
Mstep: Class 8 contains 11333 members 
Mstep: Class 9 contains 13405 members 
Mstep: Class 10 contains 30611 members 
Mstep: Class 11 contains 52149 members 
Mstep: Class 12 contains 13152 members 
Mstep: Class 13 contains 17458 members 
Mstep: Class 14 contains 175363 members 
Mstep: Class 15 contains 7806 members 
Mstep: Class 16 contains 7518 members 
Mstep: Class 17 contains 23118 members 
Mstep: Class 18 contains 26105 members 
Mstep: Class 19 contains 45086 members 
Mstep: Class 20 contains 206999 members 
Mstep: Class 21 contains 35413 members 
Mstep: Class 22 contains 10183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87573336.000000 Penalty: 42840.816406
Iteration 9F: 22 clusters Score -8.757334e+07 nChanged 56078
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 47697 members 
Mstep: Class 2 contains 23246 members 
Mstep: Class 4 contains 48089 members 
Mstep: Class 5 contains 12670 members 
Mstep: Class 6 contains 18866 members 
Mstep: Class 7 contains 81547 members 
Mstep: Class 8 contains 12447 members 
Mstep: Class 9 contains 14548 members 
Mstep: Class 10 contains 30650 members 
Mstep: Class 11 contains 49746 members 
Mstep: Class 12 contains 13547 members 
Mstep: Class 13 contains 14430 members 
Mstep: Class 14 contains 159293 members 
Mstep: Class 15 contains 8798 members 
Mstep: Class 16 contains 7280 members 
Mstep: Class 17 contains 24057 members 
Mstep: Class 18 contains 24428 members 
Mstep: Class 19 contains 44051 members 
Mstep: Class 20 contains 219007 members 
Mstep: Class 21 contains 35638 members 
Mstep: Class 22 contains 9685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87614784.000000 Penalty: 42840.816406
Iteration 10F: 22 clusters Score -8.761478e+07 nChanged 47679
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 52120 members 
Mstep: Class 2 contains 23603 members 
Mstep: Class 4 contains 47668 members 
Mstep: Class 5 contains 13133 members 
Mstep: Class 6 contains 18202 members 
Mstep: Class 7 contains 83668 members 
Mstep: Class 8 contains 12647 members 
Mstep: Class 9 contains 15658 members 
Mstep: Class 10 contains 30858 members 
Mstep: Class 11 contains 48628 members 
Mstep: Class 12 contains 14060 members 
Mstep: Class 13 contains 11935 members 
Mstep: Class 14 contains 145150 members 
Mstep: Class 15 contains 10395 members 
Mstep: Class 16 contains 7501 members 
Mstep: Class 17 contains 25006 members 
Mstep: Class 18 contains 22922 members 
Mstep: Class 19 contains 43533 members 
Mstep: Class 20 contains 227588 members 
Mstep: Class 21 contains 36219 members 
Mstep: Class 22 contains 9224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87649024.000000 Penalty: 42840.816406
Iteration 11F: 22 clusters Score -8.764902e+07 nChanged 40801
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 55259 members 
Mstep: Class 2 contains 23653 members 
Mstep: Class 4 contains 47418 members 
Mstep: Class 5 contains 13591 members 
Mstep: Class 6 contains 17488 members 
Mstep: Class 7 contains 85993 members 
Mstep: Class 8 contains 12379 members 
Mstep: Class 9 contains 16499 members 
Mstep: Class 10 contains 31024 members 
Mstep: Class 11 contains 48387 members 
Mstep: Class 12 contains 14536 members 
Mstep: Class 13 contains 10053 members 
Mstep: Class 14 contains 132919 members 
Mstep: Class 15 contains 12260 members 
Mstep: Class 16 contains 7983 members 
Mstep: Class 17 contains 25799 members 
Mstep: Class 18 contains 22070 members 
Mstep: Class 19 contains 43290 members 
Mstep: Class 20 contains 233252 members 
Mstep: Class 21 contains 37027 members 
Mstep: Class 22 contains 8838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87679752.000000 Penalty: 42840.816406
Iteration 12Q: 22 clusters Score -8.767975e+07 nChanged 35341
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 57608 members 
Mstep: Class 2 contains 23668 members 
Mstep: Class 4 contains 47320 members 
Mstep: Class 5 contains 13985 members 
Mstep: Class 6 contains 16736 members 
Mstep: Class 7 contains 88651 members 
Mstep: Class 8 contains 12210 members 
Mstep: Class 9 contains 16946 members 
Mstep: Class 10 contains 30988 members 
Mstep: Class 11 contains 48460 members 
Mstep: Class 12 contains 14961 members 
Mstep: Class 13 contains 8692 members 
Mstep: Class 14 contains 122288 members 
Mstep: Class 15 contains 13939 members 
Mstep: Class 16 contains 8612 members 
Mstep: Class 17 contains 26369 members 
Mstep: Class 18 contains 22227 members 
Mstep: Class 19 contains 42952 members 
Mstep: Class 20 contains 236652 members 
Mstep: Class 21 contains 37918 members 
Mstep: Class 22 contains 8536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87704440.000000 Penalty: 42840.816406
Iteration 13Q: 22 clusters Score -8.770444e+07 nChanged 30040
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 59661 members 
Mstep: Class 2 contains 23693 members 
Mstep: Class 4 contains 47327 members 
Mstep: Class 5 contains 14268 members 
Mstep: Class 6 contains 16049 members 
Mstep: Class 7 contains 91463 members 
Mstep: Class 8 contains 12124 members 
Mstep: Class 9 contains 17260 members 
Mstep: Class 10 contains 30749 members 
Mstep: Class 11 contains 48522 members 
Mstep: Class 12 contains 15369 members 
Mstep: Class 13 contains 7866 members 
Mstep: Class 14 contains 113625 members 
Mstep: Class 15 contains 15048 members 
Mstep: Class 16 contains 9286 members 
Mstep: Class 17 contains 26700 members 
Mstep: Class 18 contains 22405 members 
Mstep: Class 19 contains 42678 members 
Mstep: Class 20 contains 238708 members 
Mstep: Class 21 contains 38603 members 
Mstep: Class 22 contains 8314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87727624.000000 Penalty: 42840.816406
Iteration 14Q: 22 clusters Score -8.772762e+07 nChanged 26033
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 61101 members 
Mstep: Class 2 contains 23748 members 
Mstep: Class 4 contains 47370 members 
Mstep: Class 5 contains 14427 members 
Mstep: Class 6 contains 15469 members 
Mstep: Class 7 contains 94424 members 
Mstep: Class 8 contains 12101 members 
Mstep: Class 9 contains 17459 members 
Mstep: Class 10 contains 30190 members 
Mstep: Class 11 contains 48542 members 
Mstep: Class 12 contains 15813 members 
Mstep: Class 13 contains 7402 members 
Mstep: Class 14 contains 106953 members 
Mstep: Class 15 contains 16101 members 
Mstep: Class 16 contains 10031 members 
Mstep: Class 17 contains 26899 members 
Mstep: Class 18 contains 22338 members 
Mstep: Class 19 contains 42262 members 
Mstep: Class 20 contains 239673 members 
Mstep: Class 21 contains 39278 members 
Mstep: Class 22 contains 8137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87746272.000000 Penalty: 42840.816406
Iteration 15Q: 22 clusters Score -8.774627e+07 nChanged 22638
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 61874 members 
Mstep: Class 2 contains 23985 members 
Mstep: Class 4 contains 47501 members 
Mstep: Class 5 contains 14468 members 
Mstep: Class 6 contains 14955 members 
Mstep: Class 7 contains 97344 members 
Mstep: Class 8 contains 12081 members 
Mstep: Class 9 contains 17542 members 
Mstep: Class 10 contains 29181 members 
Mstep: Class 11 contains 48503 members 
Mstep: Class 12 contains 16230 members 
Mstep: Class 13 contains 7201 members 
Mstep: Class 14 contains 102269 members 
Mstep: Class 15 contains 16699 members 
Mstep: Class 16 contains 10818 members 
Mstep: Class 17 contains 26947 members 
Mstep: Class 18 contains 22077 members 
Mstep: Class 19 contains 42003 members 
Mstep: Class 20 contains 240155 members 
Mstep: Class 21 contains 39903 members 
Mstep: Class 22 contains 7981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87765544.000000 Penalty: 42840.816406
Iteration 16Q: 22 clusters Score -8.776554e+07 nChanged 19592
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 62401 members 
Mstep: Class 2 contains 24377 members 
Mstep: Class 4 contains 47712 members 
Mstep: Class 5 contains 14469 members 
Mstep: Class 6 contains 14491 members 
Mstep: Class 7 contains 100430 members 
Mstep: Class 8 contains 12068 members 
Mstep: Class 9 contains 17515 members 
Mstep: Class 10 contains 28923 members 
Mstep: Class 11 contains 48406 members 
Mstep: Class 12 contains 16649 members 
Mstep: Class 13 contains 7059 members 
Mstep: Class 14 contains 98198 members 
Mstep: Class 15 contains 16889 members 
Mstep: Class 16 contains 11536 members 
Mstep: Class 17 contains 26759 members 
Mstep: Class 18 contains 21672 members 
Mstep: Class 19 contains 41668 members 
Mstep: Class 20 contains 240306 members 
Mstep: Class 21 contains 40302 members 
Mstep: Class 22 contains 7885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87779904.000000 Penalty: 42840.816406
Iteration 17Q: 22 clusters Score -8.77799e+07 nChanged 17409
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 62836 members 
Mstep: Class 2 contains 24954 members 
Mstep: Class 4 contains 47933 members 
Mstep: Class 5 contains 14447 members 
Mstep: Class 6 contains 14041 members 
Mstep: Class 7 contains 103506 members 
Mstep: Class 8 contains 12071 members 
Mstep: Class 9 contains 17405 members 
Mstep: Class 10 contains 29352 members 
Mstep: Class 11 contains 48323 members 
Mstep: Class 12 contains 17024 members 
Mstep: Class 13 contains 6996 members 
Mstep: Class 14 contains 94315 members 
Mstep: Class 15 contains 16952 members 
Mstep: Class 16 contains 12268 members 
Mstep: Class 17 contains 26451 members 
Mstep: Class 18 contains 21259 members 
Mstep: Class 19 contains 41124 members 
Mstep: Class 20 contains 240111 members 
Mstep: Class 21 contains 40518 members 
Mstep: Class 22 contains 7830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87788296.000000 Penalty: 42840.816406
Iteration 18Q: 22 clusters Score -8.77883e+07 nChanged 15203
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 63213 members 
Mstep: Class 2 contains 25622 members 
Mstep: Class 4 contains 48130 members 
Mstep: Class 5 contains 14406 members 
Mstep: Class 6 contains 13705 members 
Mstep: Class 7 contains 105772 members 
Mstep: Class 8 contains 12072 members 
Mstep: Class 9 contains 17113 members 
Mstep: Class 10 contains 29651 members 
Mstep: Class 11 contains 48214 members 
Mstep: Class 12 contains 17366 members 
Mstep: Class 13 contains 7042 members 
Mstep: Class 14 contains 91710 members 
Mstep: Class 15 contains 16995 members 
Mstep: Class 16 contains 12919 members 
Mstep: Class 17 contains 26053 members 
Mstep: Class 18 contains 21026 members 
Mstep: Class 19 contains 40691 members 
Mstep: Class 20 contains 239652 members 
Mstep: Class 21 contains 40595 members 
Mstep: Class 22 contains 7768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87795960.000000 Penalty: 42840.816406
Iteration 19Q: 22 clusters Score -8.779596e+07 nChanged 13538
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 63502 members 
Mstep: Class 2 contains 26189 members 
Mstep: Class 4 contains 48366 members 
Mstep: Class 5 contains 14349 members 
Mstep: Class 6 contains 13369 members 
Mstep: Class 7 contains 107162 members 
Mstep: Class 8 contains 12083 members 
Mstep: Class 9 contains 16531 members 
Mstep: Class 10 contains 29870 members 
Mstep: Class 11 contains 48108 members 
Mstep: Class 12 contains 17682 members 
Mstep: Class 13 contains 7124 members 
Mstep: Class 14 contains 90096 members 
Mstep: Class 15 contains 17023 members 
Mstep: Class 16 contains 13445 members 
Mstep: Class 17 contains 25729 members 
Mstep: Class 18 contains 21433 members 
Mstep: Class 19 contains 40371 members 
Mstep: Class 20 contains 239041 members 
Mstep: Class 21 contains 40526 members 
Mstep: Class 22 contains 7716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87802616.000000 Penalty: 42840.816406
Iteration 20F: 22 clusters Score -8.780262e+07 nChanged 12338
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 63743 members 
Mstep: Class 2 contains 26724 members 
Mstep: Class 4 contains 48563 members 
Mstep: Class 5 contains 14221 members 
Mstep: Class 6 contains 13056 members 
Mstep: Class 7 contains 107942 members 
Mstep: Class 8 contains 12107 members 
Mstep: Class 9 contains 15741 members 
Mstep: Class 10 contains 30014 members 
Mstep: Class 11 contains 48046 members 
Mstep: Class 12 contains 17911 members 
Mstep: Class 13 contains 7364 members 
Mstep: Class 14 contains 88900 members 
Mstep: Class 15 contains 17148 members 
Mstep: Class 16 contains 14215 members 
Mstep: Class 17 contains 25407 members 
Mstep: Class 18 contains 22197 members 
Mstep: Class 19 contains 39984 members 
Mstep: Class 20 contains 238378 members 
Mstep: Class 21 contains 40388 members 
Mstep: Class 22 contains 7667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87807336.000000 Penalty: 42840.816406
Iteration 21Q: 22 clusters Score -8.780734e+07 nChanged 10997
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 63939 members 
Mstep: Class 2 contains 27216 members 
Mstep: Class 4 contains 48788 members 
Mstep: Class 5 contains 14054 members 
Mstep: Class 6 contains 12755 members 
Mstep: Class 7 contains 108406 members 
Mstep: Class 8 contains 12124 members 
Mstep: Class 9 contains 14798 members 
Mstep: Class 10 contains 30142 members 
Mstep: Class 11 contains 48015 members 
Mstep: Class 12 contains 18261 members 
Mstep: Class 13 contains 7591 members 
Mstep: Class 14 contains 87810 members 
Mstep: Class 15 contains 17210 members 
Mstep: Class 16 contains 14987 members 
Mstep: Class 17 contains 25217 members 
Mstep: Class 18 contains 23075 members 
Mstep: Class 19 contains 39627 members 
Mstep: Class 20 contains 237794 members 
Mstep: Class 21 contains 40266 members 
Mstep: Class 22 contains 7641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87810656.000000 Penalty: 42840.816406
Iteration 22Q: 22 clusters Score -8.781066e+07 nChanged 9943
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 64091 members 
Mstep: Class 2 contains 27645 members 
Mstep: Class 4 contains 48978 members 
Mstep: Class 5 contains 13916 members 
Mstep: Class 6 contains 12485 members 
Mstep: Class 7 contains 108754 members 
Mstep: Class 8 contains 12146 members 
Mstep: Class 9 contains 13706 members 
Mstep: Class 10 contains 30226 members 
Mstep: Class 11 contains 48022 members 
Mstep: Class 12 contains 18672 members 
Mstep: Class 13 contains 7917 members 
Mstep: Class 14 contains 86846 members 
Mstep: Class 15 contains 17236 members 
Mstep: Class 16 contains 15707 members 
Mstep: Class 17 contains 25037 members 
Mstep: Class 18 contains 24058 members 
Mstep: Class 19 contains 39286 members 
Mstep: Class 20 contains 237221 members 
Mstep: Class 21 contains 40139 members 
Mstep: Class 22 contains 7628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87814376.000000 Penalty: 42840.816406
Iteration 23Q: 22 clusters Score -8.781438e+07 nChanged 9650
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 64237 members 
Mstep: Class 2 contains 28077 members 
Mstep: Class 4 contains 49143 members 
Mstep: Class 5 contains 13804 members 
Mstep: Class 6 contains 12275 members 
Mstep: Class 7 contains 108912 members 
Mstep: Class 8 contains 12152 members 
Mstep: Class 9 contains 12337 members 
Mstep: Class 10 contains 30303 members 
Mstep: Class 11 contains 48036 members 
Mstep: Class 12 contains 19153 members 
Mstep: Class 13 contains 8355 members 
Mstep: Class 14 contains 86015 members 
Mstep: Class 15 contains 17257 members 
Mstep: Class 16 contains 16409 members 
Mstep: Class 17 contains 24891 members 
Mstep: Class 18 contains 25187 members 
Mstep: Class 19 contains 38951 members 
Mstep: Class 20 contains 236598 members 
Mstep: Class 21 contains 40009 members 
Mstep: Class 22 contains 7615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87819152.000000 Penalty: 42840.816406
Iteration 24Q: 22 clusters Score -8.781915e+07 nChanged 9528
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 64348 members 
Mstep: Class 2 contains 28488 members 
Mstep: Class 4 contains 49316 members 
Mstep: Class 5 contains 13704 members 
Mstep: Class 6 contains 12099 members 
Mstep: Class 7 contains 108996 members 
Mstep: Class 8 contains 12162 members 
Mstep: Class 9 contains 10810 members 
Mstep: Class 10 contains 30367 members 
Mstep: Class 11 contains 48043 members 
Mstep: Class 12 contains 19660 members 
Mstep: Class 13 contains 8907 members 
Mstep: Class 14 contains 85286 members 
Mstep: Class 15 contains 17266 members 
Mstep: Class 16 contains 17119 members 
Mstep: Class 17 contains 24735 members 
Mstep: Class 18 contains 26418 members 
Mstep: Class 19 contains 38574 members 
Mstep: Class 20 contains 235983 members 
Mstep: Class 21 contains 39850 members 
Mstep: Class 22 contains 7585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87829120.000000 Penalty: 42840.816406
Iteration 25Q: 22 clusters Score -8.782912e+07 nChanged 8588
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 64456 members 
Mstep: Class 2 contains 28841 members 
Mstep: Class 4 contains 49481 members 
Mstep: Class 5 contains 13631 members 
Mstep: Class 6 contains 11942 members 
Mstep: Class 7 contains 109016 members 
Mstep: Class 8 contains 12158 members 
Mstep: Class 9 contains 10698 members 
Mstep: Class 10 contains 30391 members 
Mstep: Class 11 contains 48057 members 
Mstep: Class 12 contains 20305 members 
Mstep: Class 13 contains 9589 members 
Mstep: Class 14 contains 84622 members 
Mstep: Class 15 contains 17262 members 
Mstep: Class 16 contains 17774 members 
Mstep: Class 17 contains 24513 members 
Mstep: Class 18 contains 26220 members 
Mstep: Class 19 contains 38099 members 
Mstep: Class 20 contains 235398 members 
Mstep: Class 21 contains 39701 members 
Mstep: Class 22 contains 7562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87838136.000000 Penalty: 42840.816406
Iteration 26Q: 22 clusters Score -8.783814e+07 nChanged 7857
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 64522 members 
Mstep: Class 2 contains 29154 members 
Mstep: Class 4 contains 49630 members 
Mstep: Class 5 contains 13590 members 
Mstep: Class 6 contains 11775 members 
Mstep: Class 7 contains 109056 members 
Mstep: Class 8 contains 12140 members 
Mstep: Class 9 contains 10947 members 
Mstep: Class 10 contains 30434 members 
Mstep: Class 11 contains 48184 members 
Mstep: Class 12 contains 21004 members 
Mstep: Class 13 contains 10267 members 
Mstep: Class 14 contains 84035 members 
Mstep: Class 15 contains 17263 members 
Mstep: Class 16 contains 18395 members 
Mstep: Class 17 contains 24359 members 
Mstep: Class 18 contains 25527 members 
Mstep: Class 19 contains 37538 members 
Mstep: Class 20 contains 234829 members 
Mstep: Class 21 contains 39536 members 
Mstep: Class 22 contains 7531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87839840.000000 Penalty: 42840.816406
Iteration 27Q: 22 clusters Score -8.783984e+07 nChanged 6853
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 64598 members 
Mstep: Class 2 contains 29426 members 
Mstep: Class 4 contains 49760 members 
Mstep: Class 5 contains 13523 members 
Mstep: Class 6 contains 11644 members 
Mstep: Class 7 contains 109005 members 
Mstep: Class 8 contains 12129 members 
Mstep: Class 9 contains 11052 members 
Mstep: Class 10 contains 30468 members 
Mstep: Class 11 contains 48298 members 
Mstep: Class 12 contains 21674 members 
Mstep: Class 13 contains 10954 members 
Mstep: Class 14 contains 83479 members 
Mstep: Class 15 contains 17273 members 
Mstep: Class 16 contains 19033 members 
Mstep: Class 17 contains 24268 members 
Mstep: Class 18 contains 24947 members 
Mstep: Class 19 contains 37105 members 
Mstep: Class 20 contains 234204 members 
Mstep: Class 21 contains 39380 members 
Mstep: Class 22 contains 7496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87841472.000000 Penalty: 42840.816406
Iteration 28Q: 22 clusters Score -8.784147e+07 nChanged 6306
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 64644 members 
Mstep: Class 2 contains 29627 members 
Mstep: Class 4 contains 49907 members 
Mstep: Class 5 contains 13480 members 
Mstep: Class 6 contains 11555 members 
Mstep: Class 7 contains 108919 members 
Mstep: Class 8 contains 12114 members 
Mstep: Class 9 contains 11105 members 
Mstep: Class 10 contains 30524 members 
Mstep: Class 11 contains 48382 members 
Mstep: Class 12 contains 22268 members 
Mstep: Class 13 contains 11620 members 
Mstep: Class 14 contains 82998 members 
Mstep: Class 15 contains 17286 members 
Mstep: Class 16 contains 19579 members 
Mstep: Class 17 contains 24251 members 
Mstep: Class 18 contains 24443 members 
Mstep: Class 19 contains 36734 members 
Mstep: Class 20 contains 233599 members 
Mstep: Class 21 contains 39215 members 
Mstep: Class 22 contains 7466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87842624.000000 Penalty: 42840.816406
Iteration 29Q: 22 clusters Score -8.784262e+07 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 64707 members 
Mstep: Class 2 contains 29827 members 
Mstep: Class 4 contains 50042 members 
Mstep: Class 5 contains 13458 members 
Mstep: Class 6 contains 11493 members 
Mstep: Class 7 contains 108796 members 
Mstep: Class 8 contains 12106 members 
Mstep: Class 9 contains 11141 members 
Mstep: Class 10 contains 30616 members 
Mstep: Class 11 contains 48426 members 
Mstep: Class 12 contains 22820 members 
Mstep: Class 13 contains 12215 members 
Mstep: Class 14 contains 82510 members 
Mstep: Class 15 contains 17295 members 
Mstep: Class 16 contains 20093 members 
Mstep: Class 17 contains 24332 members 
Mstep: Class 18 contains 24029 members 
Mstep: Class 19 contains 36408 members 
Mstep: Class 20 contains 232884 members 
Mstep: Class 21 contains 39066 members 
Mstep: Class 22 contains 7452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87844072.000000 Penalty: 42840.816406
Iteration 30Q: 22 clusters Score -8.784407e+07 nChanged 5356
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 64736 members 
Mstep: Class 2 contains 30001 members 
Mstep: Class 4 contains 50179 members 
Mstep: Class 5 contains 13420 members 
Mstep: Class 6 contains 11462 members 
Mstep: Class 7 contains 108688 members 
Mstep: Class 8 contains 12096 members 
Mstep: Class 9 contains 11156 members 
Mstep: Class 10 contains 30713 members 
Mstep: Class 11 contains 48440 members 
Mstep: Class 12 contains 23315 members 
Mstep: Class 13 contains 12760 members 
Mstep: Class 14 contains 82042 members 
Mstep: Class 15 contains 17297 members 
Mstep: Class 16 contains 20565 members 
Mstep: Class 17 contains 24470 members 
Mstep: Class 18 contains 23666 members 
Mstep: Class 19 contains 36122 members 
Mstep: Class 20 contains 232193 members 
Mstep: Class 21 contains 38951 members 
Mstep: Class 22 contains 7444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87844592.000000 Penalty: 42840.816406
Iteration 31Q: 22 clusters Score -8.784459e+07 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 64754 members 
Mstep: Class 2 contains 30145 members 
Mstep: Class 4 contains 50309 members 
Mstep: Class 5 contains 13411 members 
Mstep: Class 6 contains 11454 members 
Mstep: Class 7 contains 108551 members 
Mstep: Class 8 contains 12084 members 
Mstep: Class 9 contains 11164 members 
Mstep: Class 10 contains 30855 members 
Mstep: Class 11 contains 48479 members 
Mstep: Class 12 contains 23773 members 
Mstep: Class 13 contains 13251 members 
Mstep: Class 14 contains 81573 members 
Mstep: Class 15 contains 17298 members 
Mstep: Class 16 contains 20964 members 
Mstep: Class 17 contains 24664 members 
Mstep: Class 18 contains 23316 members 
Mstep: Class 19 contains 35881 members 
Mstep: Class 20 contains 231515 members 
Mstep: Class 21 contains 38819 members 
Mstep: Class 22 contains 7455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87845768.000000 Penalty: 42840.816406
Iteration 32Q: 22 clusters Score -8.784577e+07 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 64774 members 
Mstep: Class 2 contains 30275 members 
Mstep: Class 4 contains 50431 members 
Mstep: Class 5 contains 13419 members 
Mstep: Class 6 contains 11456 members 
Mstep: Class 7 contains 108414 members 
Mstep: Class 8 contains 12075 members 
Mstep: Class 9 contains 11169 members 
Mstep: Class 10 contains 31089 members 
Mstep: Class 11 contains 48494 members 
Mstep: Class 12 contains 24185 members 
Mstep: Class 13 contains 13662 members 
Mstep: Class 14 contains 81064 members 
Mstep: Class 15 contains 17304 members 
Mstep: Class 16 contains 21331 members 
Mstep: Class 17 contains 24889 members 
Mstep: Class 18 contains 23007 members 
Mstep: Class 19 contains 35656 members 
Mstep: Class 20 contains 230851 members 
Mstep: Class 21 contains 38706 members 
Mstep: Class 22 contains 7465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87846736.000000 Penalty: 42840.816406
Iteration 33Q: 22 clusters Score -8.784674e+07 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 64774 members 
Mstep: Class 2 contains 30372 members 
Mstep: Class 4 contains 50528 members 
Mstep: Class 5 contains 13400 members 
Mstep: Class 6 contains 11442 members 
Mstep: Class 7 contains 108281 members 
Mstep: Class 8 contains 12050 members 
Mstep: Class 9 contains 11172 members 
Mstep: Class 10 contains 31517 members 
Mstep: Class 11 contains 48481 members 
Mstep: Class 12 contains 24596 members 
Mstep: Class 13 contains 14023 members 
Mstep: Class 14 contains 80421 members 
Mstep: Class 15 contains 17297 members 
Mstep: Class 16 contains 21725 members 
Mstep: Class 17 contains 25103 members 
Mstep: Class 18 contains 22745 members 
Mstep: Class 19 contains 35526 members 
Mstep: Class 20 contains 230190 members 
Mstep: Class 21 contains 38609 members 
Mstep: Class 22 contains 7464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87848656.000000 Penalty: 42840.816406
Iteration 34Q: 22 clusters Score -8.784866e+07 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 64799 members 
Mstep: Class 2 contains 30450 members 
Mstep: Class 4 contains 50612 members 
Mstep: Class 5 contains 13377 members 
Mstep: Class 6 contains 11447 members 
Mstep: Class 7 contains 108204 members 
Mstep: Class 8 contains 12030 members 
Mstep: Class 9 contains 11179 members 
Mstep: Class 10 contains 32279 members 
Mstep: Class 11 contains 48480 members 
Mstep: Class 12 contains 24960 members 
Mstep: Class 13 contains 14301 members 
Mstep: Class 14 contains 79478 members 
Mstep: Class 15 contains 17278 members 
Mstep: Class 16 contains 22052 members 
Mstep: Class 17 contains 25241 members 
Mstep: Class 18 contains 22525 members 
Mstep: Class 19 contains 35487 members 
Mstep: Class 20 contains 229543 members 
Mstep: Class 21 contains 38532 members 
Mstep: Class 22 contains 7462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87853296.000000 Penalty: 42840.816406
Iteration 35Q: 22 clusters Score -8.78533e+07 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 64812 members 
Mstep: Class 2 contains 30510 members 
Mstep: Class 4 contains 50703 members 
Mstep: Class 5 contains 13376 members 
Mstep: Class 6 contains 11467 members 
Mstep: Class 7 contains 108112 members 
Mstep: Class 8 contains 12016 members 
Mstep: Class 9 contains 11184 members 
Mstep: Class 10 contains 33084 members 
Mstep: Class 11 contains 48505 members 
Mstep: Class 12 contains 25258 members 
Mstep: Class 13 contains 14484 members 
Mstep: Class 14 contains 78572 members 
Mstep: Class 15 contains 17263 members 
Mstep: Class 16 contains 22364 members 
Mstep: Class 17 contains 25389 members 
Mstep: Class 18 contains 22335 members 
Mstep: Class 19 contains 35508 members 
Mstep: Class 20 contains 228850 members 
Mstep: Class 21 contains 38449 members 
Mstep: Class 22 contains 7475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87860240.000000 Penalty: 42840.816406
Iteration 36Q: 22 clusters Score -8.786024e+07 nChanged 5814
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 64838 members 
Mstep: Class 2 contains 30589 members 
Mstep: Class 4 contains 50784 members 
Mstep: Class 5 contains 13362 members 
Mstep: Class 6 contains 11505 members 
Mstep: Class 7 contains 108055 members 
Mstep: Class 8 contains 12010 members 
Mstep: Class 9 contains 11191 members 
Mstep: Class 10 contains 34033 members 
Mstep: Class 11 contains 48516 members 
Mstep: Class 12 contains 25526 members 
Mstep: Class 13 contains 14630 members 
Mstep: Class 14 contains 78118 members 
Mstep: Class 15 contains 17251 members 
Mstep: Class 16 contains 22648 members 
Mstep: Class 17 contains 25460 members 
Mstep: Class 18 contains 22170 members 
Mstep: Class 19 contains 35033 members 
Mstep: Class 20 contains 228145 members 
Mstep: Class 21 contains 38365 members 
Mstep: Class 22 contains 7487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87865592.000000 Penalty: 42840.816406
Iteration 37Q: 22 clusters Score -8.786559e+07 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 64899 members 
Mstep: Class 2 contains 30665 members 
Mstep: Class 4 contains 50843 members 
Mstep: Class 5 contains 13344 members 
Mstep: Class 6 contains 11545 members 
Mstep: Class 7 contains 108120 members 
Mstep: Class 8 contains 12000 members 
Mstep: Class 9 contains 11195 members 
Mstep: Class 10 contains 34985 members 
Mstep: Class 11 contains 48487 members 
Mstep: Class 12 contains 25767 members 
Mstep: Class 13 contains 14749 members 
Mstep: Class 14 contains 78136 members 
Mstep: Class 15 contains 17250 members 
Mstep: Class 16 contains 22934 members 
Mstep: Class 17 contains 25571 members 
Mstep: Class 18 contains 22028 members 
Mstep: Class 19 contains 33969 members 
Mstep: Class 20 contains 227417 members 
Mstep: Class 21 contains 38307 members 
Mstep: Class 22 contains 7505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87868256.000000 Penalty: 42840.816406
Iteration 38Q: 22 clusters Score -8.786826e+07 nChanged 3631
Entering ConstructFrom: 
Score: -87868256.000000 Penalty: 42840.816406
Entering ConstructFrom: 
Trying to split cluster 1 (64939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64939 members 
Entering Unmasked Estep 
Score: -6680440.000000 Penalty: 1648.883057
	Iteration 0F: 2 clusters Score -6680440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32584 members 
Mstep: Class 2 contains 32355 members 
Entering Unmasked Estep 
Score: -6637656.000000 Penalty: 3297.766113
	Iteration 0F: 3 clusters Score -6637656 nChanged 30612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33062 members 
Mstep: Class 2 contains 31877 members 
Entering Unmasked Estep 
Score: -6655707.500000 Penalty: 3297.766113
	Iteration 1F: 3 clusters Score -6655708 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33056 members 
Mstep: Class 2 contains 31883 members 
Entering Unmasked Estep 
Score: -6657024.500000 Penalty: 3297.766113
	Iteration 2F: 3 clusters Score -6657024 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32930 members 
Mstep: Class 2 contains 32009 members 
Entering Unmasked Estep 
Score: -6658614.500000 Penalty: 3297.766113
	Iteration 3F: 3 clusters Score -6658614 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32686 members 
Mstep: Class 2 contains 32253 members 
Entering Unmasked Estep 
Score: -6660583.500000 Penalty: 3297.766113
	Iteration 4F: 3 clusters Score -6660584 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32353 members 
Mstep: Class 2 contains 32586 members 
Entering Unmasked Estep 
Score: -6662644.500000 Penalty: 3297.766113
	Iteration 5F: 3 clusters Score -6662644 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32158 members 
Mstep: Class 2 contains 32781 members 
Entering Unmasked Estep 
Score: -6664732.000000 Penalty: 3297.766113
	Iteration 6F: 3 clusters Score -6664732 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32104 members 
Mstep: Class 2 contains 32835 members 
Entering Unmasked Estep 
Score: -6666577.000000 Penalty: 3297.766113
	Iteration 7F: 3 clusters Score -6666577 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32216 members 
Mstep: Class 2 contains 32723 members 
Entering Unmasked Estep 
Score: -6668151.500000 Penalty: 3297.766113
	Iteration 8Q: 3 clusters Score -6668152 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32479 members 
Mstep: Class 2 contains 32460 members 
Entering Unmasked Estep 
Score: -6669435.500000 Penalty: 3297.766113
	Iteration 9Q: 3 clusters Score -6669436 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32773 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -6670415.000000 Penalty: 3297.766113
	Iteration 10Q: 3 clusters Score -6670415 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33087 members 
Mstep: Class 2 contains 31852 members 
Entering Unmasked Estep 
Score: -6671283.000000 Penalty: 3297.766113
	Iteration 11Q: 3 clusters Score -6671283 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33378 members 
Mstep: Class 2 contains 31561 members 
Entering Unmasked Estep 
Score: -6671977.500000 Penalty: 3297.766113
	Iteration 12Q: 3 clusters Score -6671978 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33672 members 
Mstep: Class 2 contains 31267 members 
Entering Unmasked Estep 
Score: -6672526.500000 Penalty: 3297.766113
	Iteration 13Q: 3 clusters Score -6672526 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33972 members 
Mstep: Class 2 contains 30967 members 
Entering Unmasked Estep 
Score: -6673031.500000 Penalty: 3297.766113
	Iteration 14Q: 3 clusters Score -6673032 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34279 members 
Mstep: Class 2 contains 30660 members 
Entering Unmasked Estep 
Score: -6673309.000000 Penalty: 3297.766113
	Iteration 15Q: 3 clusters Score -6673309 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34558 members 
Mstep: Class 2 contains 30381 members 
Entering Unmasked Estep 
Score: -6673493.500000 Penalty: 3297.766113
	Iteration 16Q: 3 clusters Score -6673494 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34843 members 
Mstep: Class 2 contains 30096 members 
Entering Unmasked Estep 
Score: -6673646.500000 Penalty: 3297.766113
	Iteration 17Q: 3 clusters Score -6673646 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35177 members 
Mstep: Class 2 contains 29762 members 
Entering Unmasked Estep 
Score: -6673821.500000 Penalty: 3297.766113
	Iteration 18Q: 3 clusters Score -6673822 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35516 members 
Mstep: Class 2 contains 29423 members 
Entering Unmasked Estep 
Score: -6673964.500000 Penalty: 3297.766113
	Iteration 19Q: 3 clusters Score -6673964 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35877 members 
Mstep: Class 2 contains 29062 members 
Entering Unmasked Estep 
Score: -6674073.500000 Penalty: 3297.766113
	Iteration 20F: 3 clusters Score -6674074 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36294 members 
Mstep: Class 2 contains 28645 members 
Entering Unmasked Estep 
Score: -6674188.000000 Penalty: 3297.766113
	Iteration 21Q: 3 clusters Score -6674188 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36770 members 
Mstep: Class 2 contains 28169 members 
Entering Unmasked Estep 
Score: -6674344.500000 Penalty: 3297.766113
	Iteration 22Q: 3 clusters Score -6674344 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37340 members 
Mstep: Class 2 contains 27599 members 
Entering Unmasked Estep 
Score: -6674531.000000 Penalty: 3297.766113
	Iteration 23Q: 3 clusters Score -6674531 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37972 members 
Mstep: Class 2 contains 26967 members 
Entering Unmasked Estep 
Score: -6674744.500000 Penalty: 3297.766113
	Iteration 24Q: 3 clusters Score -6674744 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38685 members 
Mstep: Class 2 contains 26254 members 
Entering Unmasked Estep 
Score: -6675007.000000 Penalty: 3297.766113
	Iteration 25Q: 3 clusters Score -6675007 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39473 members 
Mstep: Class 2 contains 25466 members 
Entering Unmasked Estep 
Score: -6675346.000000 Penalty: 3297.766113
	Iteration 26Q: 3 clusters Score -6675346 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40335 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -6675621.500000 Penalty: 3297.766113
	Iteration 27Q: 3 clusters Score -6675622 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41243 members 
Mstep: Class 2 contains 23696 members 
Entering Unmasked Estep 
Score: -6676007.500000 Penalty: 3297.766113
	Iteration 28Q: 3 clusters Score -6676008 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42174 members 
Mstep: Class 2 contains 22765 members 
Entering Unmasked Estep 
Score: -6676358.000000 Penalty: 3297.766113
	Iteration 29Q: 3 clusters Score -6676358 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43189 members 
Mstep: Class 2 contains 21750 members 
Entering Unmasked Estep 
Score: -6676846.000000 Penalty: 3297.766113
	Iteration 30Q: 3 clusters Score -6676846 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44256 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -6677295.500000 Penalty: 3297.766113
	Iteration 31Q: 3 clusters Score -6677296 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45321 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -6677823.500000 Penalty: 3297.766113
	Iteration 32Q: 3 clusters Score -6677824 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46333 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -6678249.500000 Penalty: 3297.766113
	Iteration 33Q: 3 clusters Score -6678250 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47333 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -6678687.000000 Penalty: 3297.766113
	Iteration 34Q: 3 clusters Score -6678687 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48239 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -6679007.000000 Penalty: 3297.766113
	Iteration 35Q: 3 clusters Score -6679007 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49123 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -6679347.500000 Penalty: 3297.766113
	Iteration 36Q: 3 clusters Score -6679348 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49945 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -6679628.000000 Penalty: 3297.766113
	Iteration 37Q: 3 clusters Score -6679628 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50711 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -6679884.500000 Penalty: 3297.766113
	Iteration 38Q: 3 clusters Score -6679884 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51429 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -6680128.000000 Penalty: 3297.766113
	Iteration 39Q: 3 clusters Score -6680128 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52038 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -6680315.500000 Penalty: 3297.766113
	Iteration 40F: 3 clusters Score -6680316 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52569 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -6680423.500000 Penalty: 3297.766113
	Iteration 41Q: 3 clusters Score -6680424 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53071 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -6680567.000000 Penalty: 3297.766113
	Iteration 42Q: 3 clusters Score -6680567 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53553 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -6680711.000000 Penalty: 3297.766113
	Iteration 43Q: 3 clusters Score -6680711 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54000 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -6680781.500000 Penalty: 3297.766113
	Iteration 44Q: 3 clusters Score -6680782 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54417 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -6680889.500000 Penalty: 3297.766113
	Iteration 45Q: 3 clusters Score -6680890 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54792 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -6680968.500000 Penalty: 3297.766113
	Iteration 46Q: 3 clusters Score -6680968 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55117 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -6681022.000000 Penalty: 3297.766113
	Iteration 47Q: 3 clusters Score -6681022 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55412 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -6681095.500000 Penalty: 3297.766113
	Iteration 48Q: 3 clusters Score -6681096 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55662 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -6681131.500000 Penalty: 3297.766113
	Iteration 49Q: 3 clusters Score -6681132 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55861 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -6681175.500000 Penalty: 3297.766113
	Iteration 50Q: 3 clusters Score -6681176 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56046 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -6681191.000000 Penalty: 3297.766113
	Iteration 51Q: 3 clusters Score -6681191 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56236 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -6681219.000000 Penalty: 3297.766113
	Iteration 52Q: 3 clusters Score -6681219 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56405 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -6681271.000000 Penalty: 3297.766113
	Iteration 53Q: 3 clusters Score -6681271 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56562 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -6681260.000000 Penalty: 3297.766113
	Iteration 54Q: 3 clusters Score -6681260 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56712 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -6681274.000000 Penalty: 3297.766113
	Iteration 55Q: 3 clusters Score -6681274 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56856 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -6681282.500000 Penalty: 3297.766113
	Iteration 56Q: 3 clusters Score -6681282 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56982 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -6681318.000000 Penalty: 3297.766113
	Iteration 57Q: 3 clusters Score -6681318 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57075 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -6681324.000000 Penalty: 3297.766113
	Iteration 58Q: 3 clusters Score -6681324 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57152 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -6681336.000000 Penalty: 3297.766113
	Iteration 59Q: 3 clusters Score -6681336 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57227 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -6681342.500000 Penalty: 3297.766113
	Iteration 60F: 3 clusters Score -6681342 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57306 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -6681351.000000 Penalty: 3297.766113
	Iteration 61Q: 3 clusters Score -6681351 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57378 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -6681340.000000 Penalty: 3297.766113
	Iteration 62Q: 3 clusters Score -6681340 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57445 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -6681372.500000 Penalty: 3297.766113
	Iteration 63Q: 3 clusters Score -6681372 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57506 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -6681354.000000 Penalty: 3297.766113
	Iteration 64Q: 3 clusters Score -6681354 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57569 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -6681366.500000 Penalty: 3297.766113
	Iteration 65Q: 3 clusters Score -6681366 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57639 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -6681380.500000 Penalty: 3297.766113
	Iteration 66Q: 3 clusters Score -6681380 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57700 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -6681396.000000 Penalty: 3297.766113
	Iteration 67Q: 3 clusters Score -6681396 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57748 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -6681392.500000 Penalty: 3297.766113
	Iteration 68Q: 3 clusters Score -6681392 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57798 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -6681398.000000 Penalty: 3297.766113
	Iteration 69Q: 3 clusters Score -6681398 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57853 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -6681417.500000 Penalty: 3297.766113
	Iteration 70Q: 3 clusters Score -6681418 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57901 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -6681429.000000 Penalty: 3297.766113
	Iteration 71Q: 3 clusters Score -6681429 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57946 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -6681433.000000 Penalty: 3297.766113
	Iteration 72Q: 3 clusters Score -6681433 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57986 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -6681442.500000 Penalty: 3297.766113
	Iteration 73Q: 3 clusters Score -6681442 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58025 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -6681455.500000 Penalty: 3297.766113
	Iteration 74Q: 3 clusters Score -6681456 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58053 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -6681450.000000 Penalty: 3297.766113
	Iteration 75Q: 3 clusters Score -6681450 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58084 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -6681461.000000 Penalty: 3297.766113
	Iteration 76Q: 3 clusters Score -6681461 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58109 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -6681470.000000 Penalty: 3297.766113
	Iteration 77Q: 3 clusters Score -6681470 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58138 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -6681473.000000 Penalty: 3297.766113
	Iteration 78Q: 3 clusters Score -6681473 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58156 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -6681473.500000 Penalty: 3297.766113
	Iteration 79Q: 3 clusters Score -6681474 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58170 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -6681468.000000 Penalty: 3297.766113
	Iteration 80F: 3 clusters Score -6681468 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58184 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -6681462.000000 Penalty: 3297.766113
	Iteration 81Q: 3 clusters Score -6681462 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58196 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -6681461.000000 Penalty: 3297.766113
	Iteration 82Q: 3 clusters Score -6681461 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58210 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -6681469.000000 Penalty: 3297.766113
	Iteration 83Q: 3 clusters Score -6681469 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58222 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -6681475.000000 Penalty: 3297.766113
	Iteration 84Q: 3 clusters Score -6681475 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58242 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -6681472.500000 Penalty: 3297.766113
	Iteration 85Q: 3 clusters Score -6681472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58255 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -6681474.000000 Penalty: 3297.766113
	Iteration 86Q: 3 clusters Score -6681474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58267 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -6681469.500000 Penalty: 3297.766113
	Iteration 87Q: 3 clusters Score -6681470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58270 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -6681473.000000 Penalty: 3297.766113
	Iteration 88Q: 3 clusters Score -6681473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58276 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -6681461.500000 Penalty: 3297.766113
	Iteration 89Q: 3 clusters Score -6681462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58279 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -6681466.500000 Penalty: 3297.766113
	Iteration 90Q: 3 clusters Score -6681466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58281 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -6681463.500000 Penalty: 3297.766113
	Iteration 91Q: 3 clusters Score -6681464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58285 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -6681464.000000 Penalty: 3297.766113
	Iteration 92Q: 3 clusters Score -6681464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58292 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -6681463.000000 Penalty: 3297.766113
	Iteration 93Q: 3 clusters Score -6681463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58296 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -6681465.000000 Penalty: 3297.766113
	Iteration 94Q: 3 clusters Score -6681465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58298 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -6681466.000000 Penalty: 3297.766113
	Iteration 95Q: 3 clusters Score -6681466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58301 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -6681465.500000 Penalty: 3297.766113
	Iteration 96Q: 3 clusters Score -6681466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58303 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -6681470.000000 Penalty: 3297.766113
	Iteration 97Q: 3 clusters Score -6681470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58303 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -6681470.000000 Penalty: 3297.766113
	Iteration 98F: 3 clusters Score -6681470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 58303 members 
Mstep: Class 2 contains 30734 members 
Mstep: Class 3 contains 6636 members 
Mstep: Class 4 contains 50907 members 
Mstep: Class 5 contains 13295 members 
Mstep: Class 6 contains 11586 members 
Mstep: Class 7 contains 108197 members 
Mstep: Class 8 contains 11996 members 
Mstep: Class 9 contains 11194 members 
Mstep: Class 10 contains 35273 members 
Mstep: Class 11 contains 48479 members 
Mstep: Class 12 contains 26027 members 
Mstep: Class 13 contains 14864 members 
Mstep: Class 14 contains 78344 members 
Mstep: Class 15 contains 17264 members 
Mstep: Class 16 contains 23214 members 
Mstep: Class 17 contains 25675 members 
Mstep: Class 18 contains 21900 members 
Mstep: Class 19 contains 33316 members 
Mstep: Class 20 contains 226763 members 
Mstep: Class 21 contains 38233 members 
Mstep: Class 22 contains 7516 members 
Entering Unmasked Estep 
Score: -87869008.000000 Penalty: 44880.855469
Splitting cluster 1 changes total score from -87868256.000000 to -87869008.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 2 (30734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30734 members 
Entering Unmasked Estep 
Score: -2943331.000000 Penalty: 1537.569092
	Iteration 0F: 2 clusters Score -2943331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -2923240.250000 Penalty: 3075.138184
	Iteration 0F: 3 clusters Score -2923240 nChanged 14028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -2931520.250000 Penalty: 3075.138184
	Iteration 1F: 3 clusters Score -2931520 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -2933077.500000 Penalty: 3075.138184
	Iteration 2F: 3 clusters Score -2933078 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -2935169.750000 Penalty: 3075.138184
	Iteration 3F: 3 clusters Score -2935170 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -2937342.500000 Penalty: 3075.138184
	Iteration 4F: 3 clusters Score -2937342 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -2939488.750000 Penalty: 3075.138184
	Iteration 5F: 3 clusters Score -2939489 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -2941316.750000 Penalty: 3075.138184
	Iteration 6F: 3 clusters Score -2941317 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -2942627.250000 Penalty: 3075.138184
	Iteration 7F: 3 clusters Score -2942627 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -2943487.250000 Penalty: 3075.138184
	Iteration 8Q: 3 clusters Score -2943487 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -2944057.750000 Penalty: 3075.138184
	Iteration 9Q: 3 clusters Score -2944058 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -2944500.500000 Penalty: 3075.138184
	Iteration 10Q: 3 clusters Score -2944500 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -2944972.250000 Penalty: 3075.138184
	Iteration 11Q: 3 clusters Score -2944972 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -2945552.750000 Penalty: 3075.138184
	Iteration 12Q: 3 clusters Score -2945553 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -2946071.750000 Penalty: 3075.138184
	Iteration 13Q: 3 clusters Score -2946072 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -2946478.250000 Penalty: 3075.138184
	Iteration 14Q: 3 clusters Score -2946478 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -2946748.000000 Penalty: 3075.138184
	Iteration 15Q: 3 clusters Score -2946748 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -2946928.750000 Penalty: 3075.138184
	Iteration 16Q: 3 clusters Score -2946929 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -2947024.000000 Penalty: 3075.138184
	Iteration 17Q: 3 clusters Score -2947024 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -2947095.750000 Penalty: 3075.138184
	Iteration 18Q: 3 clusters Score -2947096 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -2947148.250000 Penalty: 3075.138184
	Iteration 19Q: 3 clusters Score -2947148 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -2947192.500000 Penalty: 3075.138184
	Iteration 20F: 3 clusters Score -2947192 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -2947224.750000 Penalty: 3075.138184
	Iteration 21Q: 3 clusters Score -2947225 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -2947241.250000 Penalty: 3075.138184
	Iteration 22Q: 3 clusters Score -2947241 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -2947248.500000 Penalty: 3075.138184
	Iteration 23Q: 3 clusters Score -2947248 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -2947259.250000 Penalty: 3075.138184
	Iteration 24Q: 3 clusters Score -2947259 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -2947255.500000 Penalty: 3075.138184
	Iteration 25Q: 3 clusters Score -2947256 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -2947266.500000 Penalty: 3075.138184
	Iteration 26Q: 3 clusters Score -2947266 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -2947258.000000 Penalty: 3075.138184
	Iteration 27Q: 3 clusters Score -2947258 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -2947269.000000 Penalty: 3075.138184
	Iteration 28Q: 3 clusters Score -2947269 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -2947277.500000 Penalty: 3075.138184
	Iteration 29Q: 3 clusters Score -2947278 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -2947271.750000 Penalty: 3075.138184
	Iteration 30Q: 3 clusters Score -2947272 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -2947268.500000 Penalty: 3075.138184
	Iteration 31Q: 3 clusters Score -2947268 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -2947273.750000 Penalty: 3075.138184
	Iteration 32Q: 3 clusters Score -2947274 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -2947280.500000 Penalty: 3075.138184
	Iteration 33Q: 3 clusters Score -2947280 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -2947288.000000 Penalty: 3075.138184
	Iteration 34Q: 3 clusters Score -2947288 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -2947287.000000 Penalty: 3075.138184
	Iteration 35Q: 3 clusters Score -2947287 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -2947298.000000 Penalty: 3075.138184
	Iteration 36Q: 3 clusters Score -2947298 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -2947298.750000 Penalty: 3075.138184
	Iteration 37Q: 3 clusters Score -2947299 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -2947316.250000 Penalty: 3075.138184
	Iteration 38Q: 3 clusters Score -2947316 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -2947314.250000 Penalty: 3075.138184
	Iteration 39Q: 3 clusters Score -2947314 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -2947317.250000 Penalty: 3075.138184
	Iteration 40F: 3 clusters Score -2947317 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -2947319.750000 Penalty: 3075.138184
	Iteration 41Q: 3 clusters Score -2947320 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -2947318.750000 Penalty: 3075.138184
	Iteration 42Q: 3 clusters Score -2947319 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -2947320.250000 Penalty: 3075.138184
	Iteration 43Q: 3 clusters Score -2947320 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -2947322.750000 Penalty: 3075.138184
	Iteration 44Q: 3 clusters Score -2947323 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -2947318.000000 Penalty: 3075.138184
	Iteration 45Q: 3 clusters Score -2947318 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -2947319.500000 Penalty: 3075.138184
	Iteration 46Q: 3 clusters Score -2947320 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -2947319.750000 Penalty: 3075.138184
	Iteration 47Q: 3 clusters Score -2947320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -2947318.250000 Penalty: 3075.138184
	Iteration 48Q: 3 clusters Score -2947318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -2947322.750000 Penalty: 3075.138184
	Iteration 49Q: 3 clusters Score -2947323 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -2947321.500000 Penalty: 3075.138184
	Iteration 50Q: 3 clusters Score -2947322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -2947326.250000 Penalty: 3075.138184
	Iteration 51Q: 3 clusters Score -2947326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -2947321.000000 Penalty: 3075.138184
	Iteration 52Q: 3 clusters Score -2947321 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -2947323.500000 Penalty: 3075.138184
	Iteration 53Q: 3 clusters Score -2947324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -2947317.500000 Penalty: 3075.138184
	Iteration 54Q: 3 clusters Score -2947318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
Score: -2947323.500000 Penalty: 3075.138184
	Iteration 55Q: 3 clusters Score -2947324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -2947323.000000 Penalty: 3075.138184
	Iteration 56Q: 3 clusters Score -2947323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -2947329.250000 Penalty: 3075.138184
	Iteration 57Q: 3 clusters Score -2947329 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -2947329.750000 Penalty: 3075.138184
	Iteration 58Q: 3 clusters Score -2947330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -2947332.000000 Penalty: 3075.138184
	Iteration 59Q: 3 clusters Score -2947332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -2947332.000000 Penalty: 3075.138184
	Iteration 60F: 3 clusters Score -2947332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -2947331.750000 Penalty: 3075.138184
	Iteration 61Q: 3 clusters Score -2947332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -2947333.750000 Penalty: 3075.138184
	Iteration 62Q: 3 clusters Score -2947334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -2947339.250000 Penalty: 3075.138184
	Iteration 63Q: 3 clusters Score -2947339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -2947333.750000 Penalty: 3075.138184
	Iteration 64Q: 3 clusters Score -2947334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -2947335.500000 Penalty: 3075.138184
	Iteration 65Q: 3 clusters Score -2947336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -2947332.500000 Penalty: 3075.138184
	Iteration 66Q: 3 clusters Score -2947332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -2947332.500000 Penalty: 3075.138184
	Iteration 67Q: 3 clusters Score -2947332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -2947333.500000 Penalty: 3075.138184
	Iteration 68Q: 3 clusters Score -2947334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -2947333.250000 Penalty: 3075.138184
	Iteration 69Q: 3 clusters Score -2947333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -2947333.500000 Penalty: 3075.138184
	Iteration 70Q: 3 clusters Score -2947334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -2947332.500000 Penalty: 3075.138184
	Iteration 71Q: 3 clusters Score -2947332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -2947337.750000 Penalty: 3075.138184
	Iteration 72Q: 3 clusters Score -2947338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -2947330.500000 Penalty: 3075.138184
	Iteration 73Q: 3 clusters Score -2947330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -2947330.500000 Penalty: 3075.138184
	Iteration 74Q: 3 clusters Score -2947330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -2947329.500000 Penalty: 3075.138184
	Iteration 75Q: 3 clusters Score -2947330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -2947327.500000 Penalty: 3075.138184
	Iteration 76Q: 3 clusters Score -2947328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -2947327.500000 Penalty: 3075.138184
	Iteration 77Q: 3 clusters Score -2947328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -2947329.000000 Penalty: 3075.138184
	Iteration 78Q: 3 clusters Score -2947329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -2947329.000000 Penalty: 3075.138184
	Iteration 79F: 3 clusters Score -2947329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 58303 members 
Mstep: Class 2 contains 10161 members 
Mstep: Class 3 contains 6636 members 
Mstep: Class 4 contains 50907 members 
Mstep: Class 5 contains 13295 members 
Mstep: Class 6 contains 11586 members 
Mstep: Class 7 contains 108197 members 
Mstep: Class 8 contains 11996 members 
Mstep: Class 9 contains 11194 members 
Mstep: Class 10 contains 35273 members 
Mstep: Class 11 contains 48479 members 
Mstep: Class 12 contains 26027 members 
Mstep: Class 13 contains 14864 members 
Mstep: Class 14 contains 78344 members 
Mstep: Class 15 contains 17264 members 
Mstep: Class 16 contains 23214 members 
Mstep: Class 17 contains 25675 members 
Mstep: Class 18 contains 21900 members 
Mstep: Class 19 contains 33316 members 
Mstep: Class 20 contains 226763 members 
Mstep: Class 21 contains 38233 members 
Mstep: Class 22 contains 7516 members 
Mstep: Class 23 contains 20573 members 
Entering Unmasked Estep 
Score: -87872360.000000 Penalty: 46920.894531
Splitting cluster 2 changes total score from -87868256.000000 to -87872360.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 4 (50907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50907 members 
Entering Unmasked Estep 
Score: -5077509.500000 Penalty: 1612.658203
	Iteration 0F: 2 clusters Score -5077510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25513 members 
Mstep: Class 2 contains 25394 members 
Entering Unmasked Estep 
Score: -5044262.000000 Penalty: 3225.316406
	Iteration 0F: 3 clusters Score -5044262 nChanged 23579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26340 members 
Mstep: Class 2 contains 24567 members 
Entering Unmasked Estep 
Score: -5057492.000000 Penalty: 3225.316406
	Iteration 1F: 3 clusters Score -5057492 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26982 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
Score: -5058475.000000 Penalty: 3225.316406
	Iteration 2Q: 3 clusters Score -5058475 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27904 members 
Mstep: Class 2 contains 23003 members 
Entering Unmasked Estep 
Score: -5059594.500000 Penalty: 3225.316406
	Iteration 3F: 3 clusters Score -5059594 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29045 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
Score: -5060880.500000 Penalty: 3225.316406
	Iteration 4F: 3 clusters Score -5060880 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30514 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -5062313.000000 Penalty: 3225.316406
	Iteration 5F: 3 clusters Score -5062313 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32333 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -5064034.000000 Penalty: 3225.316406
	Iteration 6F: 3 clusters Score -5064034 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34441 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -5065907.000000 Penalty: 3225.316406
	Iteration 7F: 3 clusters Score -5065907 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36708 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -5067887.000000 Penalty: 3225.316406
	Iteration 8F: 3 clusters Score -5067887 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38901 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -5069717.000000 Penalty: 3225.316406
	Iteration 9F: 3 clusters Score -5069717 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40812 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -5071237.500000 Penalty: 3225.316406
	Iteration 10Q: 3 clusters Score -5071238 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42399 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -5072395.500000 Penalty: 3225.316406
	Iteration 11Q: 3 clusters Score -5072396 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43595 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -5073179.500000 Penalty: 3225.316406
	Iteration 12Q: 3 clusters Score -5073180 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44586 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -5073795.000000 Penalty: 3225.316406
	Iteration 13Q: 3 clusters Score -5073795 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45409 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -5074205.000000 Penalty: 3225.316406
	Iteration 14Q: 3 clusters Score -5074205 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46132 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -5074580.000000 Penalty: 3225.316406
	Iteration 15Q: 3 clusters Score -5074580 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46769 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -5074948.500000 Penalty: 3225.316406
	Iteration 16Q: 3 clusters Score -5074948 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47291 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -5075210.500000 Penalty: 3225.316406
	Iteration 17Q: 3 clusters Score -5075210 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47739 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -5075429.000000 Penalty: 3225.316406
	Iteration 18Q: 3 clusters Score -5075429 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48141 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -5075659.000000 Penalty: 3225.316406
	Iteration 19Q: 3 clusters Score -5075659 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48456 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -5075822.000000 Penalty: 3225.316406
	Iteration 20F: 3 clusters Score -5075822 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48746 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -5075956.000000 Penalty: 3225.316406
	Iteration 21Q: 3 clusters Score -5075956 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49021 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -5076108.500000 Penalty: 3225.316406
	Iteration 22Q: 3 clusters Score -5076108 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49237 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -5076211.500000 Penalty: 3225.316406
	Iteration 23Q: 3 clusters Score -5076212 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49418 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -5076299.500000 Penalty: 3225.316406
	Iteration 24Q: 3 clusters Score -5076300 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49535 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -5076356.000000 Penalty: 3225.316406
	Iteration 25Q: 3 clusters Score -5076356 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49626 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -5076388.000000 Penalty: 3225.316406
	Iteration 26Q: 3 clusters Score -5076388 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49687 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -5076420.500000 Penalty: 3225.316406
	Iteration 27Q: 3 clusters Score -5076420 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49744 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -5076439.500000 Penalty: 3225.316406
	Iteration 28Q: 3 clusters Score -5076440 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49797 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -5076472.000000 Penalty: 3225.316406
	Iteration 29Q: 3 clusters Score -5076472 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49849 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -5076502.500000 Penalty: 3225.316406
	Iteration 30Q: 3 clusters Score -5076502 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49891 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -5076519.500000 Penalty: 3225.316406
	Iteration 31Q: 3 clusters Score -5076520 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49921 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -5076544.500000 Penalty: 3225.316406
	Iteration 32Q: 3 clusters Score -5076544 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49939 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -5076561.000000 Penalty: 3225.316406
	Iteration 33Q: 3 clusters Score -5076561 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49951 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -5076563.500000 Penalty: 3225.316406
	Iteration 34Q: 3 clusters Score -5076564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49959 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -5076561.000000 Penalty: 3225.316406
	Iteration 35Q: 3 clusters Score -5076561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49962 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -5076559.000000 Penalty: 3225.316406
	Iteration 36Q: 3 clusters Score -5076559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49969 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -5076570.500000 Penalty: 3225.316406
	Iteration 37Q: 3 clusters Score -5076570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49979 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -5076574.000000 Penalty: 3225.316406
	Iteration 38Q: 3 clusters Score -5076574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49990 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -5076579.000000 Penalty: 3225.316406
	Iteration 39Q: 3 clusters Score -5076579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49997 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -5076586.500000 Penalty: 3225.316406
	Iteration 40F: 3 clusters Score -5076586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50005 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -5076588.500000 Penalty: 3225.316406
	Iteration 41Q: 3 clusters Score -5076588 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50018 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -5076595.500000 Penalty: 3225.316406
	Iteration 42Q: 3 clusters Score -5076596 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50035 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -5076595.500000 Penalty: 3225.316406
	Iteration 43Q: 3 clusters Score -5076596 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50047 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -5076607.500000 Penalty: 3225.316406
	Iteration 44Q: 3 clusters Score -5076608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50056 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -5076620.500000 Penalty: 3225.316406
	Iteration 45Q: 3 clusters Score -5076620 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50069 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -5076625.500000 Penalty: 3225.316406
	Iteration 46Q: 3 clusters Score -5076626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50076 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -5076640.000000 Penalty: 3225.316406
	Iteration 47Q: 3 clusters Score -5076640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50084 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -5076637.500000 Penalty: 3225.316406
	Iteration 48Q: 3 clusters Score -5076638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50088 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -5076633.500000 Penalty: 3225.316406
	Iteration 49Q: 3 clusters Score -5076634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50090 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -5076636.000000 Penalty: 3225.316406
	Iteration 50Q: 3 clusters Score -5076636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50091 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -5076639.500000 Penalty: 3225.316406
	Iteration 51Q: 3 clusters Score -5076640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50093 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -5076643.000000 Penalty: 3225.316406
	Iteration 52Q: 3 clusters Score -5076643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50095 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -5076641.500000 Penalty: 3225.316406
	Iteration 53Q: 3 clusters Score -5076642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50098 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -5076639.500000 Penalty: 3225.316406
	Iteration 54Q: 3 clusters Score -5076640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50099 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -5076643.000000 Penalty: 3225.316406
	Iteration 55Q: 3 clusters Score -5076643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50099 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -5076643.000000 Penalty: 3225.316406
	Iteration 56F: 3 clusters Score -5076643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Entering Unmasked Estep 
Score: -1185199.000000 Penalty: 1412.877319
	Iteration 0F: 2 clusters Score -1185199 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1176575.875000 Penalty: 2825.754639
	Iteration 0F: 3 clusters Score -1176576 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1181394.375000 Penalty: 2825.754639
	Iteration 1F: 3 clusters Score -1181394 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1184291.500000 Penalty: 2825.754639
	Iteration 2F: 3 clusters Score -1184292 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1186772.125000 Penalty: 2825.754639
	Iteration 3F: 3 clusters Score -1186772 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1188000.625000 Penalty: 2825.754639
	Iteration 4F: 3 clusters Score -1188001 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1188627.375000 Penalty: 2825.754639
	Iteration 5F: 3 clusters Score -1188627 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1189141.375000 Penalty: 2825.754639
	Iteration 6Q: 3 clusters Score -1189141 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1189534.625000 Penalty: 2825.754639
	Iteration 7Q: 3 clusters Score -1189535 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1189830.250000 Penalty: 2825.754639
	Iteration 8Q: 3 clusters Score -1189830 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1190107.500000 Penalty: 2825.754639
	Iteration 9Q: 3 clusters Score -1190108 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1190390.500000 Penalty: 2825.754639
	Iteration 10Q: 3 clusters Score -1190390 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1190684.000000 Penalty: 2825.754639
	Iteration 11Q: 3 clusters Score -1190684 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1190992.375000 Penalty: 2825.754639
	Iteration 12Q: 3 clusters Score -1190992 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1191258.375000 Penalty: 2825.754639
	Iteration 13Q: 3 clusters Score -1191258 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1191555.250000 Penalty: 2825.754639
	Iteration 14Q: 3 clusters Score -1191555 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1191838.500000 Penalty: 2825.754639
	Iteration 15Q: 3 clusters Score -1191838 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1192112.375000 Penalty: 2825.754639
	Iteration 16Q: 3 clusters Score -1192112 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1192394.750000 Penalty: 2825.754639
	Iteration 17Q: 3 clusters Score -1192395 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1192665.250000 Penalty: 2825.754639
	Iteration 18Q: 3 clusters Score -1192665 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1192970.375000 Penalty: 2825.754639
	Iteration 19Q: 3 clusters Score -1192970 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1193355.375000 Penalty: 2825.754639
	Iteration 20F: 3 clusters Score -1193355 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1193730.750000 Penalty: 2825.754639
	Iteration 21Q: 3 clusters Score -1193731 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1193930.750000 Penalty: 2825.754639
	Iteration 22Q: 3 clusters Score -1193931 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1194010.625000 Penalty: 2825.754639
	Iteration 23Q: 3 clusters Score -1194011 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1194033.625000 Penalty: 2825.754639
	Iteration 24Q: 3 clusters Score -1194034 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1194043.375000 Penalty: 2825.754639
	Iteration 25Q: 3 clusters Score -1194043 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1194050.875000 Penalty: 2825.754639
	Iteration 26Q: 3 clusters Score -1194051 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1194052.625000 Penalty: 2825.754639
	Iteration 27Q: 3 clusters Score -1194053 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1194050.625000 Penalty: 2825.754639
	Iteration 28Q: 3 clusters Score -1194051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1194051.625000 Penalty: 2825.754639
	Iteration 29Q: 3 clusters Score -1194052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1194051.750000 Penalty: 2825.754639
	Iteration 30Q: 3 clusters Score -1194052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1194054.500000 Penalty: 2825.754639
	Iteration 31Q: 3 clusters Score -1194054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1194053.750000 Penalty: 2825.754639
	Iteration 32Q: 3 clusters Score -1194054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1194053.750000 Penalty: 2825.754639
	Iteration 33F: 3 clusters Score -1194054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 58303 members 
Mstep: Class 2 contains 10161 members 
Mstep: Class 3 contains 6636 members 
Mstep: Class 4 contains 50907 members 
Mstep: Class 5 contains 6310 members 
Mstep: Class 6 contains 11586 members 
Mstep: Class 7 contains 108197 members 
Mstep: Class 8 contains 11996 members 
Mstep: Class 9 contains 11194 members 
Mstep: Class 10 contains 35273 members 
Mstep: Class 11 contains 48479 members 
Mstep: Class 12 contains 26027 members 
Mstep: Class 13 contains 14864 members 
Mstep: Class 14 contains 78344 members 
Mstep: Class 15 contains 17264 members 
Mstep: Class 16 contains 23214 members 
Mstep: Class 17 contains 25675 members 
Mstep: Class 18 contains 21900 members 
Mstep: Class 19 contains 33316 members 
Mstep: Class 20 contains 226763 members 
Mstep: Class 21 contains 38233 members 
Mstep: Class 22 contains 7516 members 
Mstep: Class 23 contains 20573 members 
Mstep: Class 24 contains 6985 members 
Entering Unmasked Estep 
Score: -87880728.000000 Penalty: 48960.933594
Splitting cluster 5 changes total score from -87868256.000000 to -87880728.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 6 (11586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Entering Unmasked Estep 
Score: -1175112.625000 Penalty: 1392.403809
	Iteration 0F: 2 clusters Score -1175113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1167382.000000 Penalty: 2784.807617
	Iteration 0F: 3 clusters Score -1167382 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1169936.000000 Penalty: 2784.807617
	Iteration 1F: 3 clusters Score -1169936 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1170320.125000 Penalty: 2784.807617
	Iteration 2F: 3 clusters Score -1170320 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1170657.750000 Penalty: 2784.807617
	Iteration 3F: 3 clusters Score -1170658 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1170980.750000 Penalty: 2784.807617
	Iteration 4Q: 3 clusters Score -1170981 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1171311.750000 Penalty: 2784.807617
	Iteration 5Q: 3 clusters Score -1171312 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1171705.750000 Penalty: 2784.807617
	Iteration 6Q: 3 clusters Score -1171706 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1172140.625000 Penalty: 2784.807617
	Iteration 7Q: 3 clusters Score -1172141 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1172503.875000 Penalty: 2784.807617
	Iteration 8Q: 3 clusters Score -1172504 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1172804.500000 Penalty: 2784.807617
	Iteration 9Q: 3 clusters Score -1172804 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1173037.875000 Penalty: 2784.807617
	Iteration 10Q: 3 clusters Score -1173038 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1173243.000000 Penalty: 2784.807617
	Iteration 11Q: 3 clusters Score -1173243 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1173399.500000 Penalty: 2784.807617
	Iteration 12Q: 3 clusters Score -1173400 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1173512.375000 Penalty: 2784.807617
	Iteration 13Q: 3 clusters Score -1173512 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1173612.750000 Penalty: 2784.807617
	Iteration 14Q: 3 clusters Score -1173613 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1173695.000000 Penalty: 2784.807617
	Iteration 15Q: 3 clusters Score -1173695 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1173765.875000 Penalty: 2784.807617
	Iteration 16Q: 3 clusters Score -1173766 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1173820.125000 Penalty: 2784.807617
	Iteration 17Q: 3 clusters Score -1173820 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1173850.625000 Penalty: 2784.807617
	Iteration 18Q: 3 clusters Score -1173851 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1173882.875000 Penalty: 2784.807617
	Iteration 19Q: 3 clusters Score -1173883 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1173913.875000 Penalty: 2784.807617
	Iteration 20F: 3 clusters Score -1173914 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1173942.125000 Penalty: 2784.807617
	Iteration 21Q: 3 clusters Score -1173942 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1173964.750000 Penalty: 2784.807617
	Iteration 22Q: 3 clusters Score -1173965 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1173988.625000 Penalty: 2784.807617
	Iteration 23Q: 3 clusters Score -1173989 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1174010.375000 Penalty: 2784.807617
	Iteration 24Q: 3 clusters Score -1174010 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1174023.000000 Penalty: 2784.807617
	Iteration 25Q: 3 clusters Score -1174023 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1174032.875000 Penalty: 2784.807617
	Iteration 26Q: 3 clusters Score -1174033 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1174041.125000 Penalty: 2784.807617
	Iteration 27Q: 3 clusters Score -1174041 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1174050.750000 Penalty: 2784.807617
	Iteration 28Q: 3 clusters Score -1174051 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1174058.625000 Penalty: 2784.807617
	Iteration 29Q: 3 clusters Score -1174059 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1174063.875000 Penalty: 2784.807617
	Iteration 30Q: 3 clusters Score -1174064 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1174072.250000 Penalty: 2784.807617
	Iteration 31Q: 3 clusters Score -1174072 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1174079.000000 Penalty: 2784.807617
	Iteration 32Q: 3 clusters Score -1174079 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1174087.125000 Penalty: 2784.807617
	Iteration 33Q: 3 clusters Score -1174087 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1174090.125000 Penalty: 2784.807617
	Iteration 34Q: 3 clusters Score -1174090 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1174094.750000 Penalty: 2784.807617
	Iteration 35Q: 3 clusters Score -1174095 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1174099.500000 Penalty: 2784.807617
	Iteration 36Q: 3 clusters Score -1174100 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1174107.500000 Penalty: 2784.807617
	Iteration 37Q: 3 clusters Score -1174108 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1174109.625000 Penalty: 2784.807617
	Iteration 38Q: 3 clusters Score -1174110 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1174114.375000 Penalty: 2784.807617
	Iteration 39Q: 3 clusters Score -1174114 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1174118.125000 Penalty: 2784.807617
	Iteration 40F: 3 clusters Score -1174118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1174116.875000 Penalty: 2784.807617
	Iteration 41Q: 3 clusters Score -1174117 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1174121.750000 Penalty: 2784.807617
	Iteration 42Q: 3 clusters Score -1174122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1174124.500000 Penalty: 2784.807617
	Iteration 43Q: 3 clusters Score -1174124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1174128.250000 Penalty: 2784.807617
	Iteration 44Q: 3 clusters Score -1174128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1174130.375000 Penalty: 2784.807617
	Iteration 45Q: 3 clusters Score -1174130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1174128.750000 Penalty: 2784.807617
	Iteration 46Q: 3 clusters Score -1174129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1174131.125000 Penalty: 2784.807617
	Iteration 47Q: 3 clusters Score -1174131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1174132.500000 Penalty: 2784.807617
	Iteration 48Q: 3 clusters Score -1174132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1174131.875000 Penalty: 2784.807617
	Iteration 49Q: 3 clusters Score -1174132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1174132.250000 Penalty: 2784.807617
	Iteration 50Q: 3 clusters Score -1174132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1174132.250000 Penalty: 2784.807617
	Iteration 51Q: 3 clusters Score -1174132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1174131.875000 Penalty: 2784.807617
	Iteration 52Q: 3 clusters Score -1174132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1174134.750000 Penalty: 2784.807617
	Iteration 53Q: 3 clusters Score -1174135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1174133.750000 Penalty: 2784.807617
	Iteration 54Q: 3 clusters Score -1174134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1174133.750000 Penalty: 2784.807617
	Iteration 55F: 3 clusters Score -1174134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (108197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108197 members 
Entering Unmasked Estep 
Score: -10978659.000000 Penalty: 1724.846313
	Iteration 0F: 2 clusters Score -1.097866e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54510 members 
Mstep: Class 2 contains 53687 members 
Entering Unmasked Estep 
Score: -10907092.000000 Penalty: 3449.692627
	Iteration 0F: 3 clusters Score -1.090709e+07 nChanged 51717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59009 members 
Mstep: Class 2 contains 49188 members 
Entering Unmasked Estep 
Score: -10937513.000000 Penalty: 3449.692627
	Iteration 1F: 3 clusters Score -1.093751e+07 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61746 members 
Mstep: Class 2 contains 46451 members 
Entering Unmasked Estep 
Score: -10939302.000000 Penalty: 3449.692627
	Iteration 2Q: 3 clusters Score -1.09393e+07 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65763 members 
Mstep: Class 2 contains 42434 members 
Entering Unmasked Estep 
Score: -10942159.000000 Penalty: 3449.692627
	Iteration 3Q: 3 clusters Score -1.094216e+07 nChanged 6629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71186 members 
Mstep: Class 2 contains 37011 members 
Entering Unmasked Estep 
Score: -10946958.000000 Penalty: 3449.692627
	Iteration 4F: 3 clusters Score -1.094696e+07 nChanged 7835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77803 members 
Mstep: Class 2 contains 30394 members 
Entering Unmasked Estep 
Score: -10954033.000000 Penalty: 3449.692627
	Iteration 5F: 3 clusters Score -1.095403e+07 nChanged 8010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84393 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -10962677.000000 Penalty: 3449.692627
	Iteration 6F: 3 clusters Score -1.096268e+07 nChanged 6967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89288 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -10971307.000000 Penalty: 3449.692627
	Iteration 7F: 3 clusters Score -1.097131e+07 nChanged 5314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91580 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -10977996.000000 Penalty: 3449.692627
	Iteration 8Q: 3 clusters Score -1.0978e+07 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92001 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -10981961.000000 Penalty: 3449.692627
	Iteration 9Q: 3 clusters Score -1.098196e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91679 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -10983904.000000 Penalty: 3449.692627
	Iteration 10Q: 3 clusters Score -1.09839e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91251 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -10984713.000000 Penalty: 3449.692627
	Iteration 11Q: 3 clusters Score -1.098471e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90766 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -10985141.000000 Penalty: 3449.692627
	Iteration 12Q: 3 clusters Score -1.098514e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90254 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -10985352.000000 Penalty: 3449.692627
	Iteration 13Q: 3 clusters Score -1.098535e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89737 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -10985505.000000 Penalty: 3449.692627
	Iteration 14Q: 3 clusters Score -1.09855e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89299 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -10985630.000000 Penalty: 3449.692627
	Iteration 15Q: 3 clusters Score -1.098563e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88912 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -10985770.000000 Penalty: 3449.692627
	Iteration 16Q: 3 clusters Score -1.098577e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88514 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -10985782.000000 Penalty: 3449.692627
	Iteration 17Q: 3 clusters Score -1.098578e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88135 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -10985800.000000 Penalty: 3449.692627
	Iteration 18Q: 3 clusters Score -1.09858e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87781 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -10985817.000000 Penalty: 3449.692627
	Iteration 19Q: 3 clusters Score -1.098582e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87436 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -10985896.000000 Penalty: 3449.692627
	Iteration 20F: 3 clusters Score -1.09859e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87084 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -10985941.000000 Penalty: 3449.692627
	Iteration 21Q: 3 clusters Score -1.098594e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86760 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -10985980.000000 Penalty: 3449.692627
	Iteration 22Q: 3 clusters Score -1.098598e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86441 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
Score: -10985971.000000 Penalty: 3449.692627
	Iteration 23Q: 3 clusters Score -1.098597e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86149 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -10986011.000000 Penalty: 3449.692627
	Iteration 24Q: 3 clusters Score -1.098601e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85856 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -10986048.000000 Penalty: 3449.692627
	Iteration 25Q: 3 clusters Score -1.098605e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85585 members 
Mstep: Class 2 contains 22612 members 
Entering Unmasked Estep 
Score: -10986065.000000 Penalty: 3449.692627
	Iteration 26Q: 3 clusters Score -1.098606e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85317 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -10986083.000000 Penalty: 3449.692627
	Iteration 27Q: 3 clusters Score -1.098608e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85060 members 
Mstep: Class 2 contains 23137 members 
Entering Unmasked Estep 
Score: -10986120.000000 Penalty: 3449.692627
	Iteration 28Q: 3 clusters Score -1.098612e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84798 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -10986163.000000 Penalty: 3449.692627
	Iteration 29Q: 3 clusters Score -1.098616e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84570 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -10986152.000000 Penalty: 3449.692627
	Iteration 30Q: 3 clusters Score -1.098615e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84396 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
Score: -10986162.000000 Penalty: 3449.692627
	Iteration 31Q: 3 clusters Score -1.098616e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84220 members 
Mstep: Class 2 contains 23977 members 
Entering Unmasked Estep 
Score: -10986162.000000 Penalty: 3449.692627
	Iteration 32Q: 3 clusters Score -1.098616e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84024 members 
Mstep: Class 2 contains 24173 members 
Entering Unmasked Estep 
Score: -10986200.000000 Penalty: 3449.692627
	Iteration 33Q: 3 clusters Score -1.09862e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83832 members 
Mstep: Class 2 contains 24365 members 
Entering Unmasked Estep 
Score: -10986189.000000 Penalty: 3449.692627
	Iteration 34Q: 3 clusters Score -1.098619e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83664 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -10986191.000000 Penalty: 3449.692627
	Iteration 35Q: 3 clusters Score -1.098619e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83508 members 
Mstep: Class 2 contains 24689 members 
Entering Unmasked Estep 
Score: -10986167.000000 Penalty: 3449.692627
	Iteration 36Q: 3 clusters Score -1.098617e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83353 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -10986185.000000 Penalty: 3449.692627
	Iteration 37Q: 3 clusters Score -1.098618e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83202 members 
Mstep: Class 2 contains 24995 members 
Entering Unmasked Estep 
Score: -10986167.000000 Penalty: 3449.692627
	Iteration 38Q: 3 clusters Score -1.098617e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83051 members 
Mstep: Class 2 contains 25146 members 
Entering Unmasked Estep 
Score: -10986203.000000 Penalty: 3449.692627
	Iteration 39Q: 3 clusters Score -1.09862e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82901 members 
Mstep: Class 2 contains 25296 members 
Entering Unmasked Estep 
Score: -10986218.000000 Penalty: 3449.692627
	Iteration 40F: 3 clusters Score -1.098622e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82748 members 
Mstep: Class 2 contains 25449 members 
Entering Unmasked Estep 
Score: -10986216.000000 Penalty: 3449.692627
	Iteration 41Q: 3 clusters Score -1.098622e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82610 members 
Mstep: Class 2 contains 25587 members 
Entering Unmasked Estep 
Score: -10986243.000000 Penalty: 3449.692627
	Iteration 42Q: 3 clusters Score -1.098624e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82457 members 
Mstep: Class 2 contains 25740 members 
Entering Unmasked Estep 
Score: -10986251.000000 Penalty: 3449.692627
	Iteration 43Q: 3 clusters Score -1.098625e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82302 members 
Mstep: Class 2 contains 25895 members 
Entering Unmasked Estep 
Score: -10986265.000000 Penalty: 3449.692627
	Iteration 44Q: 3 clusters Score -1.098626e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82150 members 
Mstep: Class 2 contains 26047 members 
Entering Unmasked Estep 
Score: -10986262.000000 Penalty: 3449.692627
	Iteration 45Q: 3 clusters Score -1.098626e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81993 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -10986268.000000 Penalty: 3449.692627
	Iteration 46Q: 3 clusters Score -1.098627e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81853 members 
Mstep: Class 2 contains 26344 members 
Entering Unmasked Estep 
Score: -10986272.000000 Penalty: 3449.692627
	Iteration 47Q: 3 clusters Score -1.098627e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81723 members 
Mstep: Class 2 contains 26474 members 
Entering Unmasked Estep 
Score: -10986279.000000 Penalty: 3449.692627
	Iteration 48Q: 3 clusters Score -1.098628e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81592 members 
Mstep: Class 2 contains 26605 members 
Entering Unmasked Estep 
Score: -10986283.000000 Penalty: 3449.692627
	Iteration 49Q: 3 clusters Score -1.098628e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81486 members 
Mstep: Class 2 contains 26711 members 
Entering Unmasked Estep 
Score: -10986284.000000 Penalty: 3449.692627
	Iteration 50Q: 3 clusters Score -1.098628e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81369 members 
Mstep: Class 2 contains 26828 members 
Entering Unmasked Estep 
Score: -10986265.000000 Penalty: 3449.692627
	Iteration 51Q: 3 clusters Score -1.098626e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81277 members 
Mstep: Class 2 contains 26920 members 
Entering Unmasked Estep 
Score: -10986306.000000 Penalty: 3449.692627
	Iteration 52Q: 3 clusters Score -1.098631e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81175 members 
Mstep: Class 2 contains 27022 members 
Entering Unmasked Estep 
Score: -10986327.000000 Penalty: 3449.692627
	Iteration 53Q: 3 clusters Score -1.098633e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81077 members 
Mstep: Class 2 contains 27120 members 
Entering Unmasked Estep 
Score: -10986345.000000 Penalty: 3449.692627
	Iteration 54Q: 3 clusters Score -1.098634e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80982 members 
Mstep: Class 2 contains 27215 members 
Entering Unmasked Estep 
Score: -10986345.000000 Penalty: 3449.692627
	Iteration 55Q: 3 clusters Score -1.098634e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80900 members 
Mstep: Class 2 contains 27297 members 
Entering Unmasked Estep 
Score: -10986338.000000 Penalty: 3449.692627
	Iteration 56Q: 3 clusters Score -1.098634e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80816 members 
Mstep: Class 2 contains 27381 members 
Entering Unmasked Estep 
Score: -10986346.000000 Penalty: 3449.692627
	Iteration 57Q: 3 clusters Score -1.098635e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80738 members 
Mstep: Class 2 contains 27459 members 
Entering Unmasked Estep 
Score: -10986347.000000 Penalty: 3449.692627
	Iteration 58Q: 3 clusters Score -1.098635e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80662 members 
Mstep: Class 2 contains 27535 members 
Entering Unmasked Estep 
Score: -10986344.000000 Penalty: 3449.692627
	Iteration 59Q: 3 clusters Score -1.098634e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80598 members 
Mstep: Class 2 contains 27599 members 
Entering Unmasked Estep 
Score: -10986350.000000 Penalty: 3449.692627
	Iteration 60F: 3 clusters Score -1.098635e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80533 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -10986355.000000 Penalty: 3449.692627
	Iteration 61Q: 3 clusters Score -1.098636e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80457 members 
Mstep: Class 2 contains 27740 members 
Entering Unmasked Estep 
Score: -10986356.000000 Penalty: 3449.692627
	Iteration 62Q: 3 clusters Score -1.098636e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80388 members 
Mstep: Class 2 contains 27809 members 
Entering Unmasked Estep 
Score: -10986365.000000 Penalty: 3449.692627
	Iteration 63Q: 3 clusters Score -1.098636e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80317 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
Score: -10986364.000000 Penalty: 3449.692627
	Iteration 64Q: 3 clusters Score -1.098636e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80249 members 
Mstep: Class 2 contains 27948 members 
Entering Unmasked Estep 
Score: -10986368.000000 Penalty: 3449.692627
	Iteration 65Q: 3 clusters Score -1.098637e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80186 members 
Mstep: Class 2 contains 28011 members 
Entering Unmasked Estep 
Score: -10986367.000000 Penalty: 3449.692627
	Iteration 66Q: 3 clusters Score -1.098637e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80130 members 
Mstep: Class 2 contains 28067 members 
Entering Unmasked Estep 
Score: -10986370.000000 Penalty: 3449.692627
	Iteration 67Q: 3 clusters Score -1.098637e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80084 members 
Mstep: Class 2 contains 28113 members 
Entering Unmasked Estep 
Score: -10986376.000000 Penalty: 3449.692627
	Iteration 68Q: 3 clusters Score -1.098638e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80025 members 
Mstep: Class 2 contains 28172 members 
Entering Unmasked Estep 
Score: -10986387.000000 Penalty: 3449.692627
	Iteration 69Q: 3 clusters Score -1.098639e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79981 members 
Mstep: Class 2 contains 28216 members 
Entering Unmasked Estep 
Score: -10986379.000000 Penalty: 3449.692627
	Iteration 70Q: 3 clusters Score -1.098638e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79944 members 
Mstep: Class 2 contains 28253 members 
Entering Unmasked Estep 
Score: -10986375.000000 Penalty: 3449.692627
	Iteration 71Q: 3 clusters Score -1.098638e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79896 members 
Mstep: Class 2 contains 28301 members 
Entering Unmasked Estep 
Score: -10986360.000000 Penalty: 3449.692627
	Iteration 72Q: 3 clusters Score -1.098636e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79864 members 
Mstep: Class 2 contains 28333 members 
Entering Unmasked Estep 
Score: -10986385.000000 Penalty: 3449.692627
	Iteration 73Q: 3 clusters Score -1.098638e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79836 members 
Mstep: Class 2 contains 28361 members 
Entering Unmasked Estep 
Score: -10986391.000000 Penalty: 3449.692627
	Iteration 74Q: 3 clusters Score -1.098639e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79801 members 
Mstep: Class 2 contains 28396 members 
Entering Unmasked Estep 
Score: -10986380.000000 Penalty: 3449.692627
	Iteration 75Q: 3 clusters Score -1.098638e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79774 members 
Mstep: Class 2 contains 28423 members 
Entering Unmasked Estep 
Score: -10986381.000000 Penalty: 3449.692627
	Iteration 76Q: 3 clusters Score -1.098638e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79747 members 
Mstep: Class 2 contains 28450 members 
Entering Unmasked Estep 
Score: -10986386.000000 Penalty: 3449.692627
	Iteration 77Q: 3 clusters Score -1.098639e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79716 members 
Mstep: Class 2 contains 28481 members 
Entering Unmasked Estep 
Score: -10986374.000000 Penalty: 3449.692627
	Iteration 78Q: 3 clusters Score -1.098637e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79673 members 
Mstep: Class 2 contains 28524 members 
Entering Unmasked Estep 
Score: -10986381.000000 Penalty: 3449.692627
	Iteration 79Q: 3 clusters Score -1.098638e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79634 members 
Mstep: Class 2 contains 28563 members 
Entering Unmasked Estep 
Score: -10986377.000000 Penalty: 3449.692627
	Iteration 80F: 3 clusters Score -1.098638e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79596 members 
Mstep: Class 2 contains 28601 members 
Entering Unmasked Estep 
Score: -10986384.000000 Penalty: 3449.692627
	Iteration 81Q: 3 clusters Score -1.098638e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79557 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -10986399.000000 Penalty: 3449.692627
	Iteration 82Q: 3 clusters Score -1.09864e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79525 members 
Mstep: Class 2 contains 28672 members 
Entering Unmasked Estep 
Score: -10986388.000000 Penalty: 3449.692627
	Iteration 83Q: 3 clusters Score -1.098639e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79492 members 
Mstep: Class 2 contains 28705 members 
Entering Unmasked Estep 
Score: -10986380.000000 Penalty: 3449.692627
	Iteration 84Q: 3 clusters Score -1.098638e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79457 members 
Mstep: Class 2 contains 28740 members 
Entering Unmasked Estep 
Score: -10986373.000000 Penalty: 3449.692627
	Iteration 85Q: 3 clusters Score -1.098637e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79409 members 
Mstep: Class 2 contains 28788 members 
Entering Unmasked Estep 
Score: -10986371.000000 Penalty: 3449.692627
	Iteration 86Q: 3 clusters Score -1.098637e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79363 members 
Mstep: Class 2 contains 28834 members 
Entering Unmasked Estep 
Score: -10986360.000000 Penalty: 3449.692627
	Iteration 87Q: 3 clusters Score -1.098636e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79317 members 
Mstep: Class 2 contains 28880 members 
Entering Unmasked Estep 
Score: -10986351.000000 Penalty: 3449.692627
	Iteration 88Q: 3 clusters Score -1.098635e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79277 members 
Mstep: Class 2 contains 28920 members 
Entering Unmasked Estep 
Score: -10986350.000000 Penalty: 3449.692627
	Iteration 89Q: 3 clusters Score -1.098635e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79247 members 
Mstep: Class 2 contains 28950 members 
Entering Unmasked Estep 
Score: -10986354.000000 Penalty: 3449.692627
	Iteration 90Q: 3 clusters Score -1.098635e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79222 members 
Mstep: Class 2 contains 28975 members 
Entering Unmasked Estep 
Score: -10986348.000000 Penalty: 3449.692627
	Iteration 91Q: 3 clusters Score -1.098635e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79206 members 
Mstep: Class 2 contains 28991 members 
Entering Unmasked Estep 
Score: -10986361.000000 Penalty: 3449.692627
	Iteration 92Q: 3 clusters Score -1.098636e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79188 members 
Mstep: Class 2 contains 29009 members 
Entering Unmasked Estep 
Score: -10986358.000000 Penalty: 3449.692627
	Iteration 93Q: 3 clusters Score -1.098636e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79172 members 
Mstep: Class 2 contains 29025 members 
Entering Unmasked Estep 
Score: -10986340.000000 Penalty: 3449.692627
	Iteration 94Q: 3 clusters Score -1.098634e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79154 members 
Mstep: Class 2 contains 29043 members 
Entering Unmasked Estep 
Score: -10986337.000000 Penalty: 3449.692627
	Iteration 95Q: 3 clusters Score -1.098634e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79134 members 
Mstep: Class 2 contains 29063 members 
Entering Unmasked Estep 
Score: -10986337.000000 Penalty: 3449.692627
	Iteration 96Q: 3 clusters Score -1.098634e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79121 members 
Mstep: Class 2 contains 29076 members 
Entering Unmasked Estep 
Score: -10986332.000000 Penalty: 3449.692627
	Iteration 97Q: 3 clusters Score -1.098633e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79107 members 
Mstep: Class 2 contains 29090 members 
Entering Unmasked Estep 
Score: -10986344.000000 Penalty: 3449.692627
	Iteration 98Q: 3 clusters Score -1.098634e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79089 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
Score: -10986342.000000 Penalty: 3449.692627
	Iteration 99Q: 3 clusters Score -1.098634e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79066 members 
Mstep: Class 2 contains 29131 members 
Entering Unmasked Estep 
Score: -10986353.000000 Penalty: 3449.692627
	Iteration 100F: 3 clusters Score -1.098635e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79048 members 
Mstep: Class 2 contains 29149 members 
Entering Unmasked Estep 
Score: -10986349.000000 Penalty: 3449.692627
	Iteration 101Q: 3 clusters Score -1.098635e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79031 members 
Mstep: Class 2 contains 29166 members 
Entering Unmasked Estep 
Score: -10986360.000000 Penalty: 3449.692627
	Iteration 102Q: 3 clusters Score -1.098636e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79018 members 
Mstep: Class 2 contains 29179 members 
Entering Unmasked Estep 
Score: -10986355.000000 Penalty: 3449.692627
	Iteration 103Q: 3 clusters Score -1.098636e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79007 members 
Mstep: Class 2 contains 29190 members 
Entering Unmasked Estep 
Score: -10986362.000000 Penalty: 3449.692627
	Iteration 104Q: 3 clusters Score -1.098636e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78997 members 
Mstep: Class 2 contains 29200 members 
Entering Unmasked Estep 
Score: -10986358.000000 Penalty: 3449.692627
	Iteration 105Q: 3 clusters Score -1.098636e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78987 members 
Mstep: Class 2 contains 29210 members 
Entering Unmasked Estep 
Score: -10986368.000000 Penalty: 3449.692627
	Iteration 106Q: 3 clusters Score -1.098637e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78977 members 
Mstep: Class 2 contains 29220 members 
Entering Unmasked Estep 
Score: -10986354.000000 Penalty: 3449.692627
	Iteration 107Q: 3 clusters Score -1.098635e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78973 members 
Mstep: Class 2 contains 29224 members 
Entering Unmasked Estep 
Score: -10986343.000000 Penalty: 3449.692627
	Iteration 108Q: 3 clusters Score -1.098634e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78971 members 
Mstep: Class 2 contains 29226 members 
Entering Unmasked Estep 
Score: -10986351.000000 Penalty: 3449.692627
	Iteration 109Q: 3 clusters Score -1.098635e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78969 members 
Mstep: Class 2 contains 29228 members 
Entering Unmasked Estep 
Score: -10986358.000000 Penalty: 3449.692627
	Iteration 110Q: 3 clusters Score -1.098636e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78969 members 
Mstep: Class 2 contains 29228 members 
Entering Unmasked Estep 
Score: -10986358.000000 Penalty: 3449.692627
	Iteration 111F: 3 clusters Score -1.098636e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 58303 members 
Mstep: Class 2 contains 10161 members 
Mstep: Class 3 contains 6636 members 
Mstep: Class 4 contains 50907 members 
Mstep: Class 5 contains 6310 members 
Mstep: Class 6 contains 11586 members 
Mstep: Class 7 contains 78969 members 
Mstep: Class 8 contains 11996 members 
Mstep: Class 9 contains 11194 members 
Mstep: Class 10 contains 35273 members 
Mstep: Class 11 contains 48479 members 
Mstep: Class 12 contains 26027 members 
Mstep: Class 13 contains 14864 members 
Mstep: Class 14 contains 78344 members 
Mstep: Class 15 contains 17264 members 
Mstep: Class 16 contains 23214 members 
Mstep: Class 17 contains 25675 members 
Mstep: Class 18 contains 21900 members 
Mstep: Class 19 contains 33316 members 
Mstep: Class 20 contains 226763 members 
Mstep: Class 21 contains 38233 members 
Mstep: Class 22 contains 7516 members 
Mstep: Class 23 contains 20573 members 
Mstep: Class 24 contains 6985 members 
Mstep: Class 25 contains 29228 members 
Entering Unmasked Estep 
Score: -87887488.000000 Penalty: 51000.972656
Splitting cluster 7 changes total score from -87868256.000000 to -87887488.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 8 (11996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Entering Unmasked Estep 
Score: -1233576.625000 Penalty: 1397.578491
	Iteration 0F: 2 clusters Score -1233577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1225581.750000 Penalty: 2795.156982
	Iteration 0F: 3 clusters Score -1225582 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1228382.000000 Penalty: 2795.156982
	Iteration 1F: 3 clusters Score -1228382 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1228752.000000 Penalty: 2795.156982
	Iteration 2F: 3 clusters Score -1228752 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1229062.500000 Penalty: 2795.156982
	Iteration 3F: 3 clusters Score -1229062 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1229323.000000 Penalty: 2795.156982
	Iteration 4Q: 3 clusters Score -1229323 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1229566.000000 Penalty: 2795.156982
	Iteration 5Q: 3 clusters Score -1229566 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1229799.000000 Penalty: 2795.156982
	Iteration 6Q: 3 clusters Score -1229799 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1229992.625000 Penalty: 2795.156982
	Iteration 7Q: 3 clusters Score -1229993 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1230184.875000 Penalty: 2795.156982
	Iteration 8Q: 3 clusters Score -1230185 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1230386.625000 Penalty: 2795.156982
	Iteration 9Q: 3 clusters Score -1230387 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1230615.500000 Penalty: 2795.156982
	Iteration 10Q: 3 clusters Score -1230616 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1230843.875000 Penalty: 2795.156982
	Iteration 11Q: 3 clusters Score -1230844 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1231081.250000 Penalty: 2795.156982
	Iteration 12Q: 3 clusters Score -1231081 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1231315.500000 Penalty: 2795.156982
	Iteration 13Q: 3 clusters Score -1231316 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1231584.375000 Penalty: 2795.156982
	Iteration 14Q: 3 clusters Score -1231584 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1231845.500000 Penalty: 2795.156982
	Iteration 15Q: 3 clusters Score -1231846 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1232063.500000 Penalty: 2795.156982
	Iteration 16Q: 3 clusters Score -1232064 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1232226.125000 Penalty: 2795.156982
	Iteration 17Q: 3 clusters Score -1232226 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1232340.125000 Penalty: 2795.156982
	Iteration 18Q: 3 clusters Score -1232340 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1232422.750000 Penalty: 2795.156982
	Iteration 19Q: 3 clusters Score -1232423 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -1232489.375000 Penalty: 2795.156982
	Iteration 20F: 3 clusters Score -1232489 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -1232544.250000 Penalty: 2795.156982
	Iteration 21Q: 3 clusters Score -1232544 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1232597.125000 Penalty: 2795.156982
	Iteration 22Q: 3 clusters Score -1232597 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1232644.500000 Penalty: 2795.156982
	Iteration 23Q: 3 clusters Score -1232644 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -1232667.125000 Penalty: 2795.156982
	Iteration 24Q: 3 clusters Score -1232667 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -1232686.625000 Penalty: 2795.156982
	Iteration 25Q: 3 clusters Score -1232687 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -1232696.000000 Penalty: 2795.156982
	Iteration 26Q: 3 clusters Score -1232696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -1232707.875000 Penalty: 2795.156982
	Iteration 27Q: 3 clusters Score -1232708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -1232719.375000 Penalty: 2795.156982
	Iteration 28Q: 3 clusters Score -1232719 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1232727.750000 Penalty: 2795.156982
	Iteration 29Q: 3 clusters Score -1232728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1232732.250000 Penalty: 2795.156982
	Iteration 30Q: 3 clusters Score -1232732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1232734.125000 Penalty: 2795.156982
	Iteration 31Q: 3 clusters Score -1232734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -1232738.500000 Penalty: 2795.156982
	Iteration 32Q: 3 clusters Score -1232738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -1232738.125000 Penalty: 2795.156982
	Iteration 33Q: 3 clusters Score -1232738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -1232739.250000 Penalty: 2795.156982
	Iteration 34Q: 3 clusters Score -1232739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1232742.125000 Penalty: 2795.156982
	Iteration 35Q: 3 clusters Score -1232742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1232742.125000 Penalty: 2795.156982
	Iteration 36F: 3 clusters Score -1232742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Entering Unmasked Estep 
Score: -1170663.375000 Penalty: 1387.282349
	Iteration 0F: 2 clusters Score -1170663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1163242.750000 Penalty: 2774.564697
	Iteration 0F: 3 clusters Score -1163243 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1165724.875000 Penalty: 2774.564697
	Iteration 1F: 3 clusters Score -1165725 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1166056.625000 Penalty: 2774.564697
	Iteration 2F: 3 clusters Score -1166057 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1166293.625000 Penalty: 2774.564697
	Iteration 3F: 3 clusters Score -1166294 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1166508.625000 Penalty: 2774.564697
	Iteration 4Q: 3 clusters Score -1166509 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1166731.625000 Penalty: 2774.564697
	Iteration 5Q: 3 clusters Score -1166732 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1166992.000000 Penalty: 2774.564697
	Iteration 6Q: 3 clusters Score -1166992 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1167328.500000 Penalty: 2774.564697
	Iteration 7Q: 3 clusters Score -1167328 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1167747.125000 Penalty: 2774.564697
	Iteration 8F: 3 clusters Score -1167747 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1168192.500000 Penalty: 2774.564697
	Iteration 9F: 3 clusters Score -1168192 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1168615.625000 Penalty: 2774.564697
	Iteration 10Q: 3 clusters Score -1168616 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1168961.000000 Penalty: 2774.564697
	Iteration 11Q: 3 clusters Score -1168961 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1169228.000000 Penalty: 2774.564697
	Iteration 12Q: 3 clusters Score -1169228 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1169387.250000 Penalty: 2774.564697
	Iteration 13Q: 3 clusters Score -1169387 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1169517.500000 Penalty: 2774.564697
	Iteration 14Q: 3 clusters Score -1169518 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1169621.000000 Penalty: 2774.564697
	Iteration 15Q: 3 clusters Score -1169621 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -1169713.125000 Penalty: 2774.564697
	Iteration 16Q: 3 clusters Score -1169713 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1169801.500000 Penalty: 2774.564697
	Iteration 17Q: 3 clusters Score -1169802 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1169859.500000 Penalty: 2774.564697
	Iteration 18Q: 3 clusters Score -1169860 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1169905.250000 Penalty: 2774.564697
	Iteration 19Q: 3 clusters Score -1169905 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1169925.750000 Penalty: 2774.564697
	Iteration 20F: 3 clusters Score -1169926 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1169942.875000 Penalty: 2774.564697
	Iteration 21Q: 3 clusters Score -1169943 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1169953.250000 Penalty: 2774.564697
	Iteration 22Q: 3 clusters Score -1169953 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1169959.250000 Penalty: 2774.564697
	Iteration 23Q: 3 clusters Score -1169959 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1169973.750000 Penalty: 2774.564697
	Iteration 24Q: 3 clusters Score -1169974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1169979.750000 Penalty: 2774.564697
	Iteration 25Q: 3 clusters Score -1169980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1169982.375000 Penalty: 2774.564697
	Iteration 26Q: 3 clusters Score -1169982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1169986.125000 Penalty: 2774.564697
	Iteration 27Q: 3 clusters Score -1169986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1169989.125000 Penalty: 2774.564697
	Iteration 28Q: 3 clusters Score -1169989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1169989.750000 Penalty: 2774.564697
	Iteration 29Q: 3 clusters Score -1169990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1169993.625000 Penalty: 2774.564697
	Iteration 30Q: 3 clusters Score -1169994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1169997.125000 Penalty: 2774.564697
	Iteration 31Q: 3 clusters Score -1169997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1170001.250000 Penalty: 2774.564697
	Iteration 32Q: 3 clusters Score -1170001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1170007.000000 Penalty: 2774.564697
	Iteration 33Q: 3 clusters Score -1170007 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1170015.375000 Penalty: 2774.564697
	Iteration 34Q: 3 clusters Score -1170015 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1170025.500000 Penalty: 2774.564697
	Iteration 35Q: 3 clusters Score -1170026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1170031.500000 Penalty: 2774.564697
	Iteration 36Q: 3 clusters Score -1170032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1170034.625000 Penalty: 2774.564697
	Iteration 37Q: 3 clusters Score -1170035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1170032.750000 Penalty: 2774.564697
	Iteration 38Q: 3 clusters Score -1170033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1170035.875000 Penalty: 2774.564697
	Iteration 39Q: 3 clusters Score -1170036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1170035.875000 Penalty: 2774.564697
	Iteration 40F: 3 clusters Score -1170036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1170037.375000 Penalty: 2774.564697
	Iteration 41Q: 3 clusters Score -1170037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1170041.500000 Penalty: 2774.564697
	Iteration 42Q: 3 clusters Score -1170042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1170044.125000 Penalty: 2774.564697
	Iteration 43Q: 3 clusters Score -1170044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1170046.500000 Penalty: 2774.564697
	Iteration 44Q: 3 clusters Score -1170046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1170049.000000 Penalty: 2774.564697
	Iteration 45Q: 3 clusters Score -1170049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1170051.000000 Penalty: 2774.564697
	Iteration 46Q: 3 clusters Score -1170051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1170051.500000 Penalty: 2774.564697
	Iteration 47Q: 3 clusters Score -1170052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1170053.625000 Penalty: 2774.564697
	Iteration 48Q: 3 clusters Score -1170054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1170057.375000 Penalty: 2774.564697
	Iteration 49Q: 3 clusters Score -1170057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1170060.000000 Penalty: 2774.564697
	Iteration 50Q: 3 clusters Score -1170060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1170059.125000 Penalty: 2774.564697
	Iteration 51Q: 3 clusters Score -1170059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1170062.625000 Penalty: 2774.564697
	Iteration 52Q: 3 clusters Score -1170063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1170063.500000 Penalty: 2774.564697
	Iteration 53Q: 3 clusters Score -1170064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1170064.500000 Penalty: 2774.564697
	Iteration 54Q: 3 clusters Score -1170064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1170066.000000 Penalty: 2774.564697
	Iteration 55Q: 3 clusters Score -1170066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1170066.625000 Penalty: 2774.564697
	Iteration 56Q: 3 clusters Score -1170067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1170066.625000 Penalty: 2774.564697
	Iteration 57F: 3 clusters Score -1170067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (35273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35273 members 
Entering Unmasked Estep 
Score: -3639439.750000 Penalty: 1558.065918
	Iteration 0F: 2 clusters Score -3639440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -3616492.750000 Penalty: 3116.131836
	Iteration 0F: 3 clusters Score -3616493 nChanged 16188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -3625876.250000 Penalty: 3116.131836
	Iteration 1F: 3 clusters Score -3625876 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -3626918.000000 Penalty: 3116.131836
	Iteration 2F: 3 clusters Score -3626918 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -3628101.250000 Penalty: 3116.131836
	Iteration 3F: 3 clusters Score -3628101 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -3629693.250000 Penalty: 3116.131836
	Iteration 4F: 3 clusters Score -3629693 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -3632404.750000 Penalty: 3116.131836
	Iteration 5F: 3 clusters Score -3632405 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -3637667.250000 Penalty: 3116.131836
	Iteration 6F: 3 clusters Score -3637667 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -3644495.500000 Penalty: 3116.131836
	Iteration 7F: 3 clusters Score -3644496 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -3648603.750000 Penalty: 3116.131836
	Iteration 8F: 3 clusters Score -3648604 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -3650237.000000 Penalty: 3116.131836
	Iteration 9Q: 3 clusters Score -3650237 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -3651399.250000 Penalty: 3116.131836
	Iteration 10Q: 3 clusters Score -3651399 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -3652602.000000 Penalty: 3116.131836
	Iteration 11Q: 3 clusters Score -3652602 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -3653987.250000 Penalty: 3116.131836
	Iteration 12Q: 3 clusters Score -3653987 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -3655755.750000 Penalty: 3116.131836
	Iteration 13Q: 3 clusters Score -3655756 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -3657533.750000 Penalty: 3116.131836
	Iteration 14Q: 3 clusters Score -3657534 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 23422 members 
Entering Unmasked Estep 
Score: -3658674.000000 Penalty: 3116.131836
	Iteration 15Q: 3 clusters Score -3658674 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 23681 members 
Entering Unmasked Estep 
Score: -3658968.250000 Penalty: 3116.131836
	Iteration 16Q: 3 clusters Score -3658968 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 23776 members 
Entering Unmasked Estep 
Score: -3659018.250000 Penalty: 3116.131836
	Iteration 17Q: 3 clusters Score -3659018 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -3659029.750000 Penalty: 3116.131836
	Iteration 18Q: 3 clusters Score -3659030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 23829 members 
Entering Unmasked Estep 
Score: -3659021.750000 Penalty: 3116.131836
	Iteration 19Q: 3 clusters Score -3659022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 23832 members 
Entering Unmasked Estep 
Score: -3659026.750000 Penalty: 3116.131836
	Iteration 20F: 3 clusters Score -3659027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -3659027.000000 Penalty: 3116.131836
	Iteration 21Q: 3 clusters Score -3659027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -3659026.250000 Penalty: 3116.131836
	Iteration 22Q: 3 clusters Score -3659026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -3659026.250000 Penalty: 3116.131836
	Iteration 23F: 3 clusters Score -3659026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 58303 members 
Mstep: Class 2 contains 10161 members 
Mstep: Class 3 contains 6636 members 
Mstep: Class 4 contains 50907 members 
Mstep: Class 5 contains 6310 members 
Mstep: Class 6 contains 11586 members 
Mstep: Class 7 contains 78969 members 
Mstep: Class 8 contains 11996 members 
Mstep: Class 9 contains 11194 members 
Mstep: Class 10 contains 11439 members 
Mstep: Class 11 contains 48479 members 
Mstep: Class 12 contains 26027 members 
Mstep: Class 13 contains 14864 members 
Mstep: Class 14 contains 78344 members 
Mstep: Class 15 contains 17264 members 
Mstep: Class 16 contains 23214 members 
Mstep: Class 17 contains 25675 members 
Mstep: Class 18 contains 21900 members 
Mstep: Class 19 contains 33316 members 
Mstep: Class 20 contains 226763 members 
Mstep: Class 21 contains 38233 members 
Mstep: Class 22 contains 7516 members 
Mstep: Class 23 contains 20573 members 
Mstep: Class 24 contains 6985 members 
Mstep: Class 25 contains 29228 members 
Mstep: Class 26 contains 23834 members 
Entering Unmasked Estep 
Score: -87906000.000000 Penalty: 53041.007812
Splitting cluster 10 changes total score from -87868256.000000 to -87906000.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 11 (48479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48479 members 
Entering Unmasked Estep 
Score: -4932185.500000 Penalty: 1605.386230
	Iteration 0F: 2 clusters Score -4932186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24235 members 
Mstep: Class 2 contains 24244 members 
Entering Unmasked Estep 
Score: -4900603.000000 Penalty: 3210.772461
	Iteration 0F: 3 clusters Score -4900603 nChanged 22425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24684 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -4913079.500000 Penalty: 3210.772461
	Iteration 1F: 3 clusters Score -4913080 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 23708 members 
Entering Unmasked Estep 
Score: -4914329.000000 Penalty: 3210.772461
	Iteration 2Q: 3 clusters Score -4914329 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24932 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -4916849.500000 Penalty: 3210.772461
	Iteration 3F: 3 clusters Score -4916850 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -4922386.500000 Penalty: 3210.772461
	Iteration 4F: 3 clusters Score -4922386 nChanged 5303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -4933300.500000 Penalty: 3210.772461
	Iteration 5F: 3 clusters Score -4933300 nChanged 5225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26605 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
Score: -4945169.000000 Penalty: 3210.772461
	Iteration 6F: 3 clusters Score -4945169 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27036 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -4949664.500000 Penalty: 3210.772461
	Iteration 7F: 3 clusters Score -4949664 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26731 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -4951024.000000 Penalty: 3210.772461
	Iteration 8Q: 3 clusters Score -4951024 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -4951580.500000 Penalty: 3210.772461
	Iteration 9Q: 3 clusters Score -4951580 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25858 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -4951864.000000 Penalty: 3210.772461
	Iteration 10Q: 3 clusters Score -4951864 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -4952186.500000 Penalty: 3210.772461
	Iteration 11Q: 3 clusters Score -4952186 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -4952520.000000 Penalty: 3210.772461
	Iteration 12Q: 3 clusters Score -4952520 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -4952812.500000 Penalty: 3210.772461
	Iteration 13Q: 3 clusters Score -4952812 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 24553 members 
Entering Unmasked Estep 
Score: -4953056.000000 Penalty: 3210.772461
	Iteration 14Q: 3 clusters Score -4953056 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 24892 members 
Entering Unmasked Estep 
Score: -4953203.000000 Penalty: 3210.772461
	Iteration 15Q: 3 clusters Score -4953203 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
Score: -4953269.500000 Penalty: 3210.772461
	Iteration 16Q: 3 clusters Score -4953270 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -4953287.000000 Penalty: 3210.772461
	Iteration 17Q: 3 clusters Score -4953287 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23132 members 
Mstep: Class 2 contains 25347 members 
Entering Unmasked Estep 
Score: -4953300.500000 Penalty: 3210.772461
	Iteration 18Q: 3 clusters Score -4953300 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -4953304.000000 Penalty: 3210.772461
	Iteration 19Q: 3 clusters Score -4953304 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 25432 members 
Entering Unmasked Estep 
Score: -4953307.000000 Penalty: 3210.772461
	Iteration 20F: 3 clusters Score -4953307 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 25449 members 
Entering Unmasked Estep 
Score: -4953303.000000 Penalty: 3210.772461
	Iteration 21Q: 3 clusters Score -4953303 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 25460 members 
Entering Unmasked Estep 
Score: -4953311.500000 Penalty: 3210.772461
	Iteration 22Q: 3 clusters Score -4953312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 25468 members 
Entering Unmasked Estep 
Score: -4953304.500000 Penalty: 3210.772461
	Iteration 23Q: 3 clusters Score -4953304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 25474 members 
Entering Unmasked Estep 
Score: -4953310.500000 Penalty: 3210.772461
	Iteration 24Q: 3 clusters Score -4953310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 25479 members 
Entering Unmasked Estep 
Score: -4953309.000000 Penalty: 3210.772461
	Iteration 25Q: 3 clusters Score -4953309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 25481 members 
Entering Unmasked Estep 
Score: -4953306.500000 Penalty: 3210.772461
	Iteration 26Q: 3 clusters Score -4953306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 25482 members 
Entering Unmasked Estep 
Score: -4953306.000000 Penalty: 3210.772461
	Iteration 27Q: 3 clusters Score -4953306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 25482 members 
Entering Unmasked Estep 
Score: -4953306.000000 Penalty: 3210.772461
	Iteration 28F: 3 clusters Score -4953306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 58303 members 
Mstep: Class 2 contains 10161 members 
Mstep: Class 3 contains 6636 members 
Mstep: Class 4 contains 50907 members 
Mstep: Class 5 contains 6310 members 
Mstep: Class 6 contains 11586 members 
Mstep: Class 7 contains 78969 members 
Mstep: Class 8 contains 11996 members 
Mstep: Class 9 contains 11194 members 
Mstep: Class 10 contains 11439 members 
Mstep: Class 11 contains 22997 members 
Mstep: Class 12 contains 26027 members 
Mstep: Class 13 contains 14864 members 
Mstep: Class 14 contains 78344 members 
Mstep: Class 15 contains 17264 members 
Mstep: Class 16 contains 23214 members 
Mstep: Class 17 contains 25675 members 
Mstep: Class 18 contains 21900 members 
Mstep: Class 19 contains 33316 members 
Mstep: Class 20 contains 226763 members 
Mstep: Class 21 contains 38233 members 
Mstep: Class 22 contains 7516 members 
Mstep: Class 23 contains 20573 members 
Mstep: Class 24 contains 6985 members 
Mstep: Class 25 contains 29228 members 
Mstep: Class 26 contains 23834 members 
Mstep: Class 27 contains 25482 members 
Entering Unmasked Estep 
Score: -87926312.000000 Penalty: 55081.046875
Splitting cluster 11 changes total score from -87868256.000000 to -87926312.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 12 (26027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26027 members 
Entering Unmasked Estep 
Score: -2527670.250000 Penalty: 1512.833252
	Iteration 0F: 2 clusters Score -2527670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -2510781.000000 Penalty: 3025.666504
	Iteration 0F: 3 clusters Score -2510781 nChanged 11710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -2519117.500000 Penalty: 3025.666504
	Iteration 1F: 3 clusters Score -2519118 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -2522762.500000 Penalty: 3025.666504
	Iteration 2F: 3 clusters Score -2522762 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -2526189.500000 Penalty: 3025.666504
	Iteration 3F: 3 clusters Score -2526190 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -2528287.500000 Penalty: 3025.666504
	Iteration 4F: 3 clusters Score -2528288 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -2529332.500000 Penalty: 3025.666504
	Iteration 5F: 3 clusters Score -2529332 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -2529854.500000 Penalty: 3025.666504
	Iteration 6Q: 3 clusters Score -2529854 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -2530194.750000 Penalty: 3025.666504
	Iteration 7Q: 3 clusters Score -2530195 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -2530419.750000 Penalty: 3025.666504
	Iteration 8Q: 3 clusters Score -2530420 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -2530624.500000 Penalty: 3025.666504
	Iteration 9Q: 3 clusters Score -2530624 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -2530810.750000 Penalty: 3025.666504
	Iteration 10Q: 3 clusters Score -2530811 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -2530975.250000 Penalty: 3025.666504
	Iteration 11Q: 3 clusters Score -2530975 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -2531096.750000 Penalty: 3025.666504
	Iteration 12Q: 3 clusters Score -2531097 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -2531196.250000 Penalty: 3025.666504
	Iteration 13Q: 3 clusters Score -2531196 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -2531279.250000 Penalty: 3025.666504
	Iteration 14Q: 3 clusters Score -2531279 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -2531328.250000 Penalty: 3025.666504
	Iteration 15Q: 3 clusters Score -2531328 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -2531389.500000 Penalty: 3025.666504
	Iteration 16Q: 3 clusters Score -2531390 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -2531421.750000 Penalty: 3025.666504
	Iteration 17Q: 3 clusters Score -2531422 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -2531467.500000 Penalty: 3025.666504
	Iteration 18Q: 3 clusters Score -2531468 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -2531502.250000 Penalty: 3025.666504
	Iteration 19Q: 3 clusters Score -2531502 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -2531526.750000 Penalty: 3025.666504
	Iteration 20F: 3 clusters Score -2531527 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -2531550.500000 Penalty: 3025.666504
	Iteration 21Q: 3 clusters Score -2531550 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -2531572.250000 Penalty: 3025.666504
	Iteration 22Q: 3 clusters Score -2531572 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -2531594.250000 Penalty: 3025.666504
	Iteration 23Q: 3 clusters Score -2531594 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -2531606.000000 Penalty: 3025.666504
	Iteration 24Q: 3 clusters Score -2531606 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -2531624.750000 Penalty: 3025.666504
	Iteration 25Q: 3 clusters Score -2531625 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -2531631.500000 Penalty: 3025.666504
	Iteration 26Q: 3 clusters Score -2531632 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -2531637.500000 Penalty: 3025.666504
	Iteration 27Q: 3 clusters Score -2531638 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -2531640.750000 Penalty: 3025.666504
	Iteration 28Q: 3 clusters Score -2531641 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -2531658.500000 Penalty: 3025.666504
	Iteration 29Q: 3 clusters Score -2531658 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -2531664.250000 Penalty: 3025.666504
	Iteration 30Q: 3 clusters Score -2531664 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -2531655.000000 Penalty: 3025.666504
	Iteration 31Q: 3 clusters Score -2531655 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -2531659.250000 Penalty: 3025.666504
	Iteration 32Q: 3 clusters Score -2531659 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -2531660.750000 Penalty: 3025.666504
	Iteration 33Q: 3 clusters Score -2531661 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -2531664.750000 Penalty: 3025.666504
	Iteration 34Q: 3 clusters Score -2531665 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -2531663.500000 Penalty: 3025.666504
	Iteration 35Q: 3 clusters Score -2531664 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -2531673.500000 Penalty: 3025.666504
	Iteration 36Q: 3 clusters Score -2531674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -2531671.500000 Penalty: 3025.666504
	Iteration 37Q: 3 clusters Score -2531672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -2531676.500000 Penalty: 3025.666504
	Iteration 38Q: 3 clusters Score -2531676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -2531673.500000 Penalty: 3025.666504
	Iteration 39Q: 3 clusters Score -2531674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -2531674.250000 Penalty: 3025.666504
	Iteration 40F: 3 clusters Score -2531674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 19738 members 
Entering Unmasked Estep 
Score: -2531676.500000 Penalty: 3025.666504
	Iteration 41Q: 3 clusters Score -2531676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -2531676.500000 Penalty: 3025.666504
	Iteration 42Q: 3 clusters Score -2531676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -2531672.500000 Penalty: 3025.666504
	Iteration 43Q: 3 clusters Score -2531672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -2531671.250000 Penalty: 3025.666504
	Iteration 44Q: 3 clusters Score -2531671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -2531673.750000 Penalty: 3025.666504
	Iteration 45Q: 3 clusters Score -2531674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -2531673.250000 Penalty: 3025.666504
	Iteration 46Q: 3 clusters Score -2531673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -2531673.250000 Penalty: 3025.666504
	Iteration 47F: 3 clusters Score -2531673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 58303 members 
Mstep: Class 2 contains 10161 members 
Mstep: Class 3 contains 6636 members 
Mstep: Class 4 contains 50907 members 
Mstep: Class 5 contains 6310 members 
Mstep: Class 6 contains 11586 members 
Mstep: Class 7 contains 78969 members 
Mstep: Class 8 contains 11996 members 
Mstep: Class 9 contains 11194 members 
Mstep: Class 10 contains 11439 members 
Mstep: Class 11 contains 22997 members 
Mstep: Class 12 contains 6298 members 
Mstep: Class 13 contains 14864 members 
Mstep: Class 14 contains 78344 members 
Mstep: Class 15 contains 17264 members 
Mstep: Class 16 contains 23214 members 
Mstep: Class 17 contains 25675 members 
Mstep: Class 18 contains 21900 members 
Mstep: Class 19 contains 33316 members 
Mstep: Class 20 contains 226763 members 
Mstep: Class 21 contains 38233 members 
Mstep: Class 22 contains 7516 members 
Mstep: Class 23 contains 20573 members 
Mstep: Class 24 contains 6985 members 
Mstep: Class 25 contains 29228 members 
Mstep: Class 26 contains 23834 members 
Mstep: Class 27 contains 25482 members 
Mstep: Class 28 contains 19729 members 
Entering Unmasked Estep 
Score: -87929600.000000 Penalty: 57121.089844
Splitting cluster 12 changes total score from -87868256.000000 to -87929600.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 13 (14864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Entering Unmasked Estep 
Score: -1539840.875000 Penalty: 1429.476562
	Iteration 0F: 2 clusters Score -1539841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1529941.625000 Penalty: 2858.953125
	Iteration 0F: 3 clusters Score -1529942 nChanged 6405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1533403.500000 Penalty: 2858.953125
	Iteration 1F: 3 clusters Score -1533404 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1533708.375000 Penalty: 2858.953125
	Iteration 2F: 3 clusters Score -1533708 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1533956.500000 Penalty: 2858.953125
	Iteration 3Q: 3 clusters Score -1533956 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1534184.375000 Penalty: 2858.953125
	Iteration 4Q: 3 clusters Score -1534184 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1534405.375000 Penalty: 2858.953125
	Iteration 5Q: 3 clusters Score -1534405 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1534649.750000 Penalty: 2858.953125
	Iteration 6Q: 3 clusters Score -1534650 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1534966.250000 Penalty: 2858.953125
	Iteration 7Q: 3 clusters Score -1534966 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1535347.625000 Penalty: 2858.953125
	Iteration 8Q: 3 clusters Score -1535348 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1535797.500000 Penalty: 2858.953125
	Iteration 9Q: 3 clusters Score -1535798 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1536326.000000 Penalty: 2858.953125
	Iteration 10F: 3 clusters Score -1536326 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1536851.750000 Penalty: 2858.953125
	Iteration 11Q: 3 clusters Score -1536852 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1537315.375000 Penalty: 2858.953125
	Iteration 12Q: 3 clusters Score -1537315 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1537700.875000 Penalty: 2858.953125
	Iteration 13Q: 3 clusters Score -1537701 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1538000.125000 Penalty: 2858.953125
	Iteration 14Q: 3 clusters Score -1538000 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1538240.500000 Penalty: 2858.953125
	Iteration 15Q: 3 clusters Score -1538240 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1538426.375000 Penalty: 2858.953125
	Iteration 16Q: 3 clusters Score -1538426 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1538521.000000 Penalty: 2858.953125
	Iteration 17Q: 3 clusters Score -1538521 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1538581.125000 Penalty: 2858.953125
	Iteration 18Q: 3 clusters Score -1538581 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1538615.250000 Penalty: 2858.953125
	Iteration 19Q: 3 clusters Score -1538615 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1538646.500000 Penalty: 2858.953125
	Iteration 20F: 3 clusters Score -1538646 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1538659.250000 Penalty: 2858.953125
	Iteration 21Q: 3 clusters Score -1538659 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1538677.250000 Penalty: 2858.953125
	Iteration 22Q: 3 clusters Score -1538677 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1538698.875000 Penalty: 2858.953125
	Iteration 23Q: 3 clusters Score -1538699 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1538718.750000 Penalty: 2858.953125
	Iteration 24Q: 3 clusters Score -1538719 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1538728.500000 Penalty: 2858.953125
	Iteration 25Q: 3 clusters Score -1538728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1538736.000000 Penalty: 2858.953125
	Iteration 26Q: 3 clusters Score -1538736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1538742.375000 Penalty: 2858.953125
	Iteration 27Q: 3 clusters Score -1538742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1538751.750000 Penalty: 2858.953125
	Iteration 28Q: 3 clusters Score -1538752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1538760.125000 Penalty: 2858.953125
	Iteration 29Q: 3 clusters Score -1538760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1538766.500000 Penalty: 2858.953125
	Iteration 30Q: 3 clusters Score -1538766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1538770.250000 Penalty: 2858.953125
	Iteration 31Q: 3 clusters Score -1538770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1538773.750000 Penalty: 2858.953125
	Iteration 32Q: 3 clusters Score -1538774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1538775.250000 Penalty: 2858.953125
	Iteration 33Q: 3 clusters Score -1538775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1538778.000000 Penalty: 2858.953125
	Iteration 34Q: 3 clusters Score -1538778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1538778.000000 Penalty: 2858.953125
	Iteration 35F: 3 clusters Score -1538778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (78344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78344 members 
Entering Unmasked Estep 
Score: -8023854.500000 Penalty: 1676.807129
	Iteration 0F: 2 clusters Score -8023854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39106 members 
Mstep: Class 2 contains 39238 members 
Entering Unmasked Estep 
Score: -7972355.500000 Penalty: 3353.614258
	Iteration 0F: 3 clusters Score -7972356 nChanged 36710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39554 members 
Mstep: Class 2 contains 38790 members 
Entering Unmasked Estep 
Score: -7993514.000000 Penalty: 3353.614258
	Iteration 1F: 3 clusters Score -7993514 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40041 members 
Mstep: Class 2 contains 38303 members 
Entering Unmasked Estep 
Score: -7994808.500000 Penalty: 3353.614258
	Iteration 2Q: 3 clusters Score -7994808 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40847 members 
Mstep: Class 2 contains 37497 members 
Entering Unmasked Estep 
Score: -7996527.500000 Penalty: 3353.614258
	Iteration 3F: 3 clusters Score -7996528 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41825 members 
Mstep: Class 2 contains 36519 members 
Entering Unmasked Estep 
Score: -7998579.000000 Penalty: 3353.614258
	Iteration 4F: 3 clusters Score -7998579 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42900 members 
Mstep: Class 2 contains 35444 members 
Entering Unmasked Estep 
Score: -8000988.000000 Penalty: 3353.614258
	Iteration 5F: 3 clusters Score -8000988 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43947 members 
Mstep: Class 2 contains 34397 members 
Entering Unmasked Estep 
Score: -8003249.000000 Penalty: 3353.614258
	Iteration 6F: 3 clusters Score -8003249 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44812 members 
Mstep: Class 2 contains 33532 members 
Entering Unmasked Estep 
Score: -8005101.500000 Penalty: 3353.614258
	Iteration 7F: 3 clusters Score -8005102 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45469 members 
Mstep: Class 2 contains 32875 members 
Entering Unmasked Estep 
Score: -8006528.500000 Penalty: 3353.614258
	Iteration 8Q: 3 clusters Score -8006528 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46006 members 
Mstep: Class 2 contains 32338 members 
Entering Unmasked Estep 
Score: -8007672.500000 Penalty: 3353.614258
	Iteration 9Q: 3 clusters Score -8007672 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46375 members 
Mstep: Class 2 contains 31969 members 
Entering Unmasked Estep 
Score: -8008689.500000 Penalty: 3353.614258
	Iteration 10Q: 3 clusters Score -8008690 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46666 members 
Mstep: Class 2 contains 31678 members 
Entering Unmasked Estep 
Score: -8009742.500000 Penalty: 3353.614258
	Iteration 11Q: 3 clusters Score -8009742 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46966 members 
Mstep: Class 2 contains 31378 members 
Entering Unmasked Estep 
Score: -8011040.500000 Penalty: 3353.614258
	Iteration 12Q: 3 clusters Score -8011040 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47258 members 
Mstep: Class 2 contains 31086 members 
Entering Unmasked Estep 
Score: -8012579.500000 Penalty: 3353.614258
	Iteration 13Q: 3 clusters Score -8012580 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47502 members 
Mstep: Class 2 contains 30842 members 
Entering Unmasked Estep 
Score: -8013951.000000 Penalty: 3353.614258
	Iteration 14Q: 3 clusters Score -8013951 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47690 members 
Mstep: Class 2 contains 30654 members 
Entering Unmasked Estep 
Score: -8014899.500000 Penalty: 3353.614258
	Iteration 15Q: 3 clusters Score -8014900 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47896 members 
Mstep: Class 2 contains 30448 members 
Entering Unmasked Estep 
Score: -8015431.000000 Penalty: 3353.614258
	Iteration 16Q: 3 clusters Score -8015431 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48160 members 
Mstep: Class 2 contains 30184 members 
Entering Unmasked Estep 
Score: -8015811.500000 Penalty: 3353.614258
	Iteration 17Q: 3 clusters Score -8015812 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48421 members 
Mstep: Class 2 contains 29923 members 
Entering Unmasked Estep 
Score: -8016020.500000 Penalty: 3353.614258
	Iteration 18Q: 3 clusters Score -8016020 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48715 members 
Mstep: Class 2 contains 29629 members 
Entering Unmasked Estep 
Score: -8016207.000000 Penalty: 3353.614258
	Iteration 19Q: 3 clusters Score -8016207 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48999 members 
Mstep: Class 2 contains 29345 members 
Entering Unmasked Estep 
Score: -8016409.500000 Penalty: 3353.614258
	Iteration 20F: 3 clusters Score -8016410 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49236 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
Score: -8016550.000000 Penalty: 3353.614258
	Iteration 21Q: 3 clusters Score -8016550 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49430 members 
Mstep: Class 2 contains 28914 members 
Entering Unmasked Estep 
Score: -8016699.000000 Penalty: 3353.614258
	Iteration 22Q: 3 clusters Score -8016699 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49648 members 
Mstep: Class 2 contains 28696 members 
Entering Unmasked Estep 
Score: -8016837.000000 Penalty: 3353.614258
	Iteration 23Q: 3 clusters Score -8016837 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49830 members 
Mstep: Class 2 contains 28514 members 
Entering Unmasked Estep 
Score: -8016930.000000 Penalty: 3353.614258
	Iteration 24Q: 3 clusters Score -8016930 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50061 members 
Mstep: Class 2 contains 28283 members 
Entering Unmasked Estep 
Score: -8017071.000000 Penalty: 3353.614258
	Iteration 25Q: 3 clusters Score -8017071 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50292 members 
Mstep: Class 2 contains 28052 members 
Entering Unmasked Estep 
Score: -8017203.500000 Penalty: 3353.614258
	Iteration 26Q: 3 clusters Score -8017204 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50539 members 
Mstep: Class 2 contains 27805 members 
Entering Unmasked Estep 
Score: -8017353.500000 Penalty: 3353.614258
	Iteration 27Q: 3 clusters Score -8017354 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50784 members 
Mstep: Class 2 contains 27560 members 
Entering Unmasked Estep 
Score: -8017500.500000 Penalty: 3353.614258
	Iteration 28Q: 3 clusters Score -8017500 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51029 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -8017629.500000 Penalty: 3353.614258
	Iteration 29Q: 3 clusters Score -8017630 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51216 members 
Mstep: Class 2 contains 27128 members 
Entering Unmasked Estep 
Score: -8017804.500000 Penalty: 3353.614258
	Iteration 30Q: 3 clusters Score -8017804 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51353 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -8017988.500000 Penalty: 3353.614258
	Iteration 31Q: 3 clusters Score -8017988 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51445 members 
Mstep: Class 2 contains 26899 members 
Entering Unmasked Estep 
Score: -8018206.500000 Penalty: 3353.614258
	Iteration 32Q: 3 clusters Score -8018206 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51490 members 
Mstep: Class 2 contains 26854 members 
Entering Unmasked Estep 
Score: -8018433.000000 Penalty: 3353.614258
	Iteration 33Q: 3 clusters Score -8018433 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51516 members 
Mstep: Class 2 contains 26828 members 
Entering Unmasked Estep 
Score: -8018722.500000 Penalty: 3353.614258
	Iteration 34Q: 3 clusters Score -8018722 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51427 members 
Mstep: Class 2 contains 26917 members 
Entering Unmasked Estep 
Score: -8019065.500000 Penalty: 3353.614258
	Iteration 35Q: 3 clusters Score -8019066 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51256 members 
Mstep: Class 2 contains 27088 members 
Entering Unmasked Estep 
Score: -8019547.500000 Penalty: 3353.614258
	Iteration 36Q: 3 clusters Score -8019548 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51014 members 
Mstep: Class 2 contains 27330 members 
Entering Unmasked Estep 
Score: -8020345.500000 Penalty: 3353.614258
	Iteration 37Q: 3 clusters Score -8020346 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50692 members 
Mstep: Class 2 contains 27652 members 
Entering Unmasked Estep 
Score: -8021424.500000 Penalty: 3353.614258
	Iteration 38Q: 3 clusters Score -8021424 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50217 members 
Mstep: Class 2 contains 28127 members 
Entering Unmasked Estep 
Score: -8022981.500000 Penalty: 3353.614258
	Iteration 39Q: 3 clusters Score -8022982 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49636 members 
Mstep: Class 2 contains 28708 members 
Entering Unmasked Estep 
Score: -8025420.500000 Penalty: 3353.614258
	Iteration 40F: 3 clusters Score -8025420 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48809 members 
Mstep: Class 2 contains 29535 members 
Entering Unmasked Estep 
Score: -8028810.500000 Penalty: 3353.614258
	Iteration 41Q: 3 clusters Score -8028810 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47668 members 
Mstep: Class 2 contains 30676 members 
Entering Unmasked Estep 
Score: -8033206.500000 Penalty: 3353.614258
	Iteration 42Q: 3 clusters Score -8033206 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46314 members 
Mstep: Class 2 contains 32030 members 
Entering Unmasked Estep 
Score: -8038446.000000 Penalty: 3353.614258
	Iteration 43Q: 3 clusters Score -8038446 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44831 members 
Mstep: Class 2 contains 33513 members 
Entering Unmasked Estep 
Score: -8043044.000000 Penalty: 3353.614258
	Iteration 44Q: 3 clusters Score -8043044 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43570 members 
Mstep: Class 2 contains 34774 members 
Entering Unmasked Estep 
Score: -8045441.000000 Penalty: 3353.614258
	Iteration 45Q: 3 clusters Score -8045441 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42466 members 
Mstep: Class 2 contains 35878 members 
Entering Unmasked Estep 
Score: -8046656.000000 Penalty: 3353.614258
	Iteration 46Q: 3 clusters Score -8046656 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41496 members 
Mstep: Class 2 contains 36848 members 
Entering Unmasked Estep 
Score: -8047350.000000 Penalty: 3353.614258
	Iteration 47Q: 3 clusters Score -8047350 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40663 members 
Mstep: Class 2 contains 37681 members 
Entering Unmasked Estep 
Score: -8047859.500000 Penalty: 3353.614258
	Iteration 48Q: 3 clusters Score -8047860 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40000 members 
Mstep: Class 2 contains 38344 members 
Entering Unmasked Estep 
Score: -8048101.000000 Penalty: 3353.614258
	Iteration 49Q: 3 clusters Score -8048101 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39437 members 
Mstep: Class 2 contains 38907 members 
Entering Unmasked Estep 
Score: -8048369.000000 Penalty: 3353.614258
	Iteration 50Q: 3 clusters Score -8048369 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38991 members 
Mstep: Class 2 contains 39353 members 
Entering Unmasked Estep 
Score: -8048510.500000 Penalty: 3353.614258
	Iteration 51Q: 3 clusters Score -8048510 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38612 members 
Mstep: Class 2 contains 39732 members 
Entering Unmasked Estep 
Score: -8048575.000000 Penalty: 3353.614258
	Iteration 52Q: 3 clusters Score -8048575 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38320 members 
Mstep: Class 2 contains 40024 members 
Entering Unmasked Estep 
Score: -8048609.000000 Penalty: 3353.614258
	Iteration 53Q: 3 clusters Score -8048609 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38053 members 
Mstep: Class 2 contains 40291 members 
Entering Unmasked Estep 
Score: -8048682.000000 Penalty: 3353.614258
	Iteration 54Q: 3 clusters Score -8048682 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37863 members 
Mstep: Class 2 contains 40481 members 
Entering Unmasked Estep 
Score: -8048711.000000 Penalty: 3353.614258
	Iteration 55Q: 3 clusters Score -8048711 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37722 members 
Mstep: Class 2 contains 40622 members 
Entering Unmasked Estep 
Score: -8048704.000000 Penalty: 3353.614258
	Iteration 56Q: 3 clusters Score -8048704 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37606 members 
Mstep: Class 2 contains 40738 members 
Entering Unmasked Estep 
Score: -8048711.500000 Penalty: 3353.614258
	Iteration 57Q: 3 clusters Score -8048712 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37525 members 
Mstep: Class 2 contains 40819 members 
Entering Unmasked Estep 
Score: -8048729.000000 Penalty: 3353.614258
	Iteration 58Q: 3 clusters Score -8048729 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37460 members 
Mstep: Class 2 contains 40884 members 
Entering Unmasked Estep 
Score: -8048710.000000 Penalty: 3353.614258
	Iteration 59Q: 3 clusters Score -8048710 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37425 members 
Mstep: Class 2 contains 40919 members 
Entering Unmasked Estep 
Score: -8048737.000000 Penalty: 3353.614258
	Iteration 60F: 3 clusters Score -8048737 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37391 members 
Mstep: Class 2 contains 40953 members 
Entering Unmasked Estep 
Score: -8048755.000000 Penalty: 3353.614258
	Iteration 61Q: 3 clusters Score -8048755 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37350 members 
Mstep: Class 2 contains 40994 members 
Entering Unmasked Estep 
Score: -8048755.000000 Penalty: 3353.614258
	Iteration 62Q: 3 clusters Score -8048755 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37320 members 
Mstep: Class 2 contains 41024 members 
Entering Unmasked Estep 
Score: -8048744.000000 Penalty: 3353.614258
	Iteration 63Q: 3 clusters Score -8048744 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37294 members 
Mstep: Class 2 contains 41050 members 
Entering Unmasked Estep 
Score: -8048732.000000 Penalty: 3353.614258
	Iteration 64Q: 3 clusters Score -8048732 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37274 members 
Mstep: Class 2 contains 41070 members 
Entering Unmasked Estep 
Score: -8048732.000000 Penalty: 3353.614258
	Iteration 65Q: 3 clusters Score -8048732 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37257 members 
Mstep: Class 2 contains 41087 members 
Entering Unmasked Estep 
Score: -8048737.000000 Penalty: 3353.614258
	Iteration 66Q: 3 clusters Score -8048737 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37237 members 
Mstep: Class 2 contains 41107 members 
Entering Unmasked Estep 
Score: -8048728.000000 Penalty: 3353.614258
	Iteration 67Q: 3 clusters Score -8048728 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37222 members 
Mstep: Class 2 contains 41122 members 
Entering Unmasked Estep 
Score: -8048733.000000 Penalty: 3353.614258
	Iteration 68Q: 3 clusters Score -8048733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37213 members 
Mstep: Class 2 contains 41131 members 
Entering Unmasked Estep 
Score: -8048741.000000 Penalty: 3353.614258
	Iteration 69Q: 3 clusters Score -8048741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37208 members 
Mstep: Class 2 contains 41136 members 
Entering Unmasked Estep 
Score: -8048746.500000 Penalty: 3353.614258
	Iteration 70Q: 3 clusters Score -8048746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37204 members 
Mstep: Class 2 contains 41140 members 
Entering Unmasked Estep 
Score: -8048746.500000 Penalty: 3353.614258
	Iteration 71Q: 3 clusters Score -8048746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37199 members 
Mstep: Class 2 contains 41145 members 
Entering Unmasked Estep 
Score: -8048743.000000 Penalty: 3353.614258
	Iteration 72Q: 3 clusters Score -8048743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37192 members 
Mstep: Class 2 contains 41152 members 
Entering Unmasked Estep 
Score: -8048738.500000 Penalty: 3353.614258
	Iteration 73Q: 3 clusters Score -8048738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37188 members 
Mstep: Class 2 contains 41156 members 
Entering Unmasked Estep 
Score: -8048740.000000 Penalty: 3353.614258
	Iteration 74Q: 3 clusters Score -8048740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37184 members 
Mstep: Class 2 contains 41160 members 
Entering Unmasked Estep 
Score: -8048738.000000 Penalty: 3353.614258
	Iteration 75Q: 3 clusters Score -8048738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37181 members 
Mstep: Class 2 contains 41163 members 
Entering Unmasked Estep 
Score: -8048736.500000 Penalty: 3353.614258
	Iteration 76Q: 3 clusters Score -8048736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37178 members 
Mstep: Class 2 contains 41166 members 
Entering Unmasked Estep 
Score: -8048735.500000 Penalty: 3353.614258
	Iteration 77Q: 3 clusters Score -8048736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37172 members 
Mstep: Class 2 contains 41172 members 
Entering Unmasked Estep 
Score: -8048731.500000 Penalty: 3353.614258
	Iteration 78Q: 3 clusters Score -8048732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37165 members 
Mstep: Class 2 contains 41179 members 
Entering Unmasked Estep 
Score: -8048729.000000 Penalty: 3353.614258
	Iteration 79Q: 3 clusters Score -8048729 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37154 members 
Mstep: Class 2 contains 41190 members 
Entering Unmasked Estep 
Score: -8048725.000000 Penalty: 3353.614258
	Iteration 80F: 3 clusters Score -8048725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37149 members 
Mstep: Class 2 contains 41195 members 
Entering Unmasked Estep 
Score: -8048727.000000 Penalty: 3353.614258
	Iteration 81Q: 3 clusters Score -8048727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37148 members 
Mstep: Class 2 contains 41196 members 
Entering Unmasked Estep 
Score: -8048723.500000 Penalty: 3353.614258
	Iteration 82Q: 3 clusters Score -8048724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37148 members 
Mstep: Class 2 contains 41196 members 
Entering Unmasked Estep 
Score: -8048723.500000 Penalty: 3353.614258
	Iteration 83F: 3 clusters Score -8048724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 58303 members 
Mstep: Class 2 contains 10161 members 
Mstep: Class 3 contains 6636 members 
Mstep: Class 4 contains 50907 members 
Mstep: Class 5 contains 6310 members 
Mstep: Class 6 contains 11586 members 
Mstep: Class 7 contains 78969 members 
Mstep: Class 8 contains 11996 members 
Mstep: Class 9 contains 11194 members 
Mstep: Class 10 contains 11439 members 
Mstep: Class 11 contains 22997 members 
Mstep: Class 12 contains 6298 members 
Mstep: Class 13 contains 14864 members 
Mstep: Class 14 contains 37148 members 
Mstep: Class 15 contains 17264 members 
Mstep: Class 16 contains 23214 members 
Mstep: Class 17 contains 25675 members 
Mstep: Class 18 contains 21900 members 
Mstep: Class 19 contains 33316 members 
Mstep: Class 20 contains 226763 members 
Mstep: Class 21 contains 38233 members 
Mstep: Class 22 contains 7516 members 
Mstep: Class 23 contains 20573 members 
Mstep: Class 24 contains 6985 members 
Mstep: Class 25 contains 29228 members 
Mstep: Class 26 contains 23834 members 
Mstep: Class 27 contains 25482 members 
Mstep: Class 28 contains 19729 members 
Mstep: Class 29 contains 41196 members 
Entering Unmasked Estep 
Score: -87953488.000000 Penalty: 59161.128906
Splitting cluster 14 changes total score from -87868256.000000 to -87953488.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 15 (17264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Entering Unmasked Estep 
Score: -1805216.375000 Penalty: 1451.749268
	Iteration 0F: 2 clusters Score -1805216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1793865.250000 Penalty: 2903.498535
	Iteration 0F: 3 clusters Score -1793865 nChanged 7529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1797964.750000 Penalty: 2903.498535
	Iteration 1F: 3 clusters Score -1797965 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1798513.750000 Penalty: 2903.498535
	Iteration 2F: 3 clusters Score -1798514 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1799090.500000 Penalty: 2903.498535
	Iteration 3F: 3 clusters Score -1799090 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1799748.125000 Penalty: 2903.498535
	Iteration 4F: 3 clusters Score -1799748 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1800539.375000 Penalty: 2903.498535
	Iteration 5F: 3 clusters Score -1800539 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -1801337.875000 Penalty: 2903.498535
	Iteration 6F: 3 clusters Score -1801338 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1802016.750000 Penalty: 2903.498535
	Iteration 7F: 3 clusters Score -1802017 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -1802566.375000 Penalty: 2903.498535
	Iteration 8Q: 3 clusters Score -1802566 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -1803019.875000 Penalty: 2903.498535
	Iteration 9Q: 3 clusters Score -1803020 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -1803336.875000 Penalty: 2903.498535
	Iteration 10Q: 3 clusters Score -1803337 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -1803581.375000 Penalty: 2903.498535
	Iteration 11Q: 3 clusters Score -1803581 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -1803769.875000 Penalty: 2903.498535
	Iteration 12Q: 3 clusters Score -1803770 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -1803905.875000 Penalty: 2903.498535
	Iteration 13Q: 3 clusters Score -1803906 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -1803974.750000 Penalty: 2903.498535
	Iteration 14Q: 3 clusters Score -1803975 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -1804048.125000 Penalty: 2903.498535
	Iteration 15Q: 3 clusters Score -1804048 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -1804094.625000 Penalty: 2903.498535
	Iteration 16Q: 3 clusters Score -1804095 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -1804144.875000 Penalty: 2903.498535
	Iteration 17Q: 3 clusters Score -1804145 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -1804188.250000 Penalty: 2903.498535
	Iteration 18Q: 3 clusters Score -1804188 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -1804221.000000 Penalty: 2903.498535
	Iteration 19Q: 3 clusters Score -1804221 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -1804248.375000 Penalty: 2903.498535
	Iteration 20F: 3 clusters Score -1804248 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -1804270.875000 Penalty: 2903.498535
	Iteration 21Q: 3 clusters Score -1804271 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -1804292.875000 Penalty: 2903.498535
	Iteration 22Q: 3 clusters Score -1804293 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -1804313.750000 Penalty: 2903.498535
	Iteration 23Q: 3 clusters Score -1804314 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -1804337.250000 Penalty: 2903.498535
	Iteration 24Q: 3 clusters Score -1804337 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -1804361.500000 Penalty: 2903.498535
	Iteration 25Q: 3 clusters Score -1804362 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -1804384.875000 Penalty: 2903.498535
	Iteration 26Q: 3 clusters Score -1804385 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -1804394.875000 Penalty: 2903.498535
	Iteration 27Q: 3 clusters Score -1804395 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -1804408.000000 Penalty: 2903.498535
	Iteration 28Q: 3 clusters Score -1804408 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -1804410.625000 Penalty: 2903.498535
	Iteration 29Q: 3 clusters Score -1804411 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -1804422.625000 Penalty: 2903.498535
	Iteration 30Q: 3 clusters Score -1804423 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -1804429.250000 Penalty: 2903.498535
	Iteration 31Q: 3 clusters Score -1804429 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -1804441.000000 Penalty: 2903.498535
	Iteration 32Q: 3 clusters Score -1804441 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -1804459.375000 Penalty: 2903.498535
	Iteration 33Q: 3 clusters Score -1804459 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -1804480.000000 Penalty: 2903.498535
	Iteration 34Q: 3 clusters Score -1804480 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -1804497.875000 Penalty: 2903.498535
	Iteration 35Q: 3 clusters Score -1804498 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -1804512.625000 Penalty: 2903.498535
	Iteration 36Q: 3 clusters Score -1804513 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -1804517.375000 Penalty: 2903.498535
	Iteration 37Q: 3 clusters Score -1804517 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -1804522.625000 Penalty: 2903.498535
	Iteration 38Q: 3 clusters Score -1804523 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -1804528.000000 Penalty: 2903.498535
	Iteration 39Q: 3 clusters Score -1804528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -1804531.750000 Penalty: 2903.498535
	Iteration 40F: 3 clusters Score -1804532 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -1804540.875000 Penalty: 2903.498535
	Iteration 41Q: 3 clusters Score -1804541 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -1804546.750000 Penalty: 2903.498535
	Iteration 42Q: 3 clusters Score -1804547 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -1804550.500000 Penalty: 2903.498535
	Iteration 43Q: 3 clusters Score -1804550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -1804551.000000 Penalty: 2903.498535
	Iteration 44Q: 3 clusters Score -1804551 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -1804556.000000 Penalty: 2903.498535
	Iteration 45Q: 3 clusters Score -1804556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -1804556.250000 Penalty: 2903.498535
	Iteration 46Q: 3 clusters Score -1804556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -1804558.000000 Penalty: 2903.498535
	Iteration 47Q: 3 clusters Score -1804558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -1804559.375000 Penalty: 2903.498535
	Iteration 48Q: 3 clusters Score -1804559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -1804561.375000 Penalty: 2903.498535
	Iteration 49Q: 3 clusters Score -1804561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -1804559.375000 Penalty: 2903.498535
	Iteration 50Q: 3 clusters Score -1804559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -1804559.375000 Penalty: 2903.498535
	Iteration 51F: 3 clusters Score -1804559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Entering Unmasked Estep 
Score: -2188205.500000 Penalty: 1495.813721
	Iteration 0F: 2 clusters Score -2188206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -2173061.500000 Penalty: 2991.627441
	Iteration 0F: 3 clusters Score -2173062 nChanged 10261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -2179081.250000 Penalty: 2991.627441
	Iteration 1F: 3 clusters Score -2179081 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -2179947.500000 Penalty: 2991.627441
	Iteration 2F: 3 clusters Score -2179948 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -2180740.250000 Penalty: 2991.627441
	Iteration 3F: 3 clusters Score -2180740 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -2181492.750000 Penalty: 2991.627441
	Iteration 4F: 3 clusters Score -2181493 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -2182122.750000 Penalty: 2991.627441
	Iteration 5F: 3 clusters Score -2182123 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -2182668.250000 Penalty: 2991.627441
	Iteration 6Q: 3 clusters Score -2182668 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -2183207.750000 Penalty: 2991.627441
	Iteration 7Q: 3 clusters Score -2183208 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -2183716.750000 Penalty: 2991.627441
	Iteration 8Q: 3 clusters Score -2183717 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -2184186.500000 Penalty: 2991.627441
	Iteration 9Q: 3 clusters Score -2184186 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -2184611.750000 Penalty: 2991.627441
	Iteration 10Q: 3 clusters Score -2184612 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -2184976.500000 Penalty: 2991.627441
	Iteration 11Q: 3 clusters Score -2184976 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -2185270.250000 Penalty: 2991.627441
	Iteration 12Q: 3 clusters Score -2185270 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -2185538.000000 Penalty: 2991.627441
	Iteration 13Q: 3 clusters Score -2185538 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -2185776.250000 Penalty: 2991.627441
	Iteration 14Q: 3 clusters Score -2185776 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -2185995.750000 Penalty: 2991.627441
	Iteration 15Q: 3 clusters Score -2185996 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -2186177.500000 Penalty: 2991.627441
	Iteration 16Q: 3 clusters Score -2186178 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -2186319.500000 Penalty: 2991.627441
	Iteration 17Q: 3 clusters Score -2186320 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -2186454.750000 Penalty: 2991.627441
	Iteration 18Q: 3 clusters Score -2186455 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -2186602.250000 Penalty: 2991.627441
	Iteration 19Q: 3 clusters Score -2186602 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -2186710.250000 Penalty: 2991.627441
	Iteration 20F: 3 clusters Score -2186710 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -2186838.750000 Penalty: 2991.627441
	Iteration 21Q: 3 clusters Score -2186839 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -2186968.500000 Penalty: 2991.627441
	Iteration 22Q: 3 clusters Score -2186968 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -2187084.000000 Penalty: 2991.627441
	Iteration 23Q: 3 clusters Score -2187084 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -2187180.000000 Penalty: 2991.627441
	Iteration 24Q: 3 clusters Score -2187180 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -2187250.250000 Penalty: 2991.627441
	Iteration 25Q: 3 clusters Score -2187250 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -2187319.500000 Penalty: 2991.627441
	Iteration 26Q: 3 clusters Score -2187320 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -2187389.000000 Penalty: 2991.627441
	Iteration 27Q: 3 clusters Score -2187389 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -2187451.000000 Penalty: 2991.627441
	Iteration 28Q: 3 clusters Score -2187451 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 21513 members 
Entering Unmasked Estep 
Score: -2187518.250000 Penalty: 2991.627441
	Iteration 29Q: 3 clusters Score -2187518 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -2187584.750000 Penalty: 2991.627441
	Iteration 30Q: 3 clusters Score -2187585 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 21750 members 
Entering Unmasked Estep 
Score: -2187656.750000 Penalty: 2991.627441
	Iteration 31Q: 3 clusters Score -2187657 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -2187724.000000 Penalty: 2991.627441
	Iteration 32Q: 3 clusters Score -2187724 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -2187782.000000 Penalty: 2991.627441
	Iteration 33Q: 3 clusters Score -2187782 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -2187840.250000 Penalty: 2991.627441
	Iteration 34Q: 3 clusters Score -2187840 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -2187906.500000 Penalty: 2991.627441
	Iteration 35Q: 3 clusters Score -2187906 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -2187957.500000 Penalty: 2991.627441
	Iteration 36Q: 3 clusters Score -2187958 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -2187985.250000 Penalty: 2991.627441
	Iteration 37Q: 3 clusters Score -2187985 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -2188002.750000 Penalty: 2991.627441
	Iteration 38Q: 3 clusters Score -2188003 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -2188010.000000 Penalty: 2991.627441
	Iteration 39Q: 3 clusters Score -2188010 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -2188025.250000 Penalty: 2991.627441
	Iteration 40F: 3 clusters Score -2188025 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -2188036.250000 Penalty: 2991.627441
	Iteration 41Q: 3 clusters Score -2188036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -2188038.250000 Penalty: 2991.627441
	Iteration 42Q: 3 clusters Score -2188038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -2188043.500000 Penalty: 2991.627441
	Iteration 43Q: 3 clusters Score -2188044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -2188049.500000 Penalty: 2991.627441
	Iteration 44Q: 3 clusters Score -2188050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -2188052.500000 Penalty: 2991.627441
	Iteration 45Q: 3 clusters Score -2188052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -2188051.250000 Penalty: 2991.627441
	Iteration 46Q: 3 clusters Score -2188051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -2188056.500000 Penalty: 2991.627441
	Iteration 47Q: 3 clusters Score -2188056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -2188058.250000 Penalty: 2991.627441
	Iteration 48Q: 3 clusters Score -2188058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -2188064.250000 Penalty: 2991.627441
	Iteration 49Q: 3 clusters Score -2188064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -2188069.000000 Penalty: 2991.627441
	Iteration 50Q: 3 clusters Score -2188069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -2188068.500000 Penalty: 2991.627441
	Iteration 51Q: 3 clusters Score -2188068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -2188074.000000 Penalty: 2991.627441
	Iteration 52Q: 3 clusters Score -2188074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
Score: -2188074.250000 Penalty: 2991.627441
	Iteration 53Q: 3 clusters Score -2188074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -2188079.750000 Penalty: 2991.627441
	Iteration 54Q: 3 clusters Score -2188080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -2188081.000000 Penalty: 2991.627441
	Iteration 55Q: 3 clusters Score -2188081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -2188081.000000 Penalty: 2991.627441
	Iteration 56Q: 3 clusters Score -2188081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -2188087.250000 Penalty: 2991.627441
	Iteration 57Q: 3 clusters Score -2188087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -2188087.750000 Penalty: 2991.627441
	Iteration 58Q: 3 clusters Score -2188088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 22368 members 
Entering Unmasked Estep 
Score: -2188089.250000 Penalty: 2991.627441
	Iteration 59Q: 3 clusters Score -2188089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 22368 members 
Entering Unmasked Estep 
Score: -2188091.500000 Penalty: 2991.627441
	Iteration 60F: 3 clusters Score -2188092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -2188091.000000 Penalty: 2991.627441
	Iteration 61Q: 3 clusters Score -2188091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -2188095.250000 Penalty: 2991.627441
	Iteration 62Q: 3 clusters Score -2188095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -2188095.250000 Penalty: 2991.627441
	Iteration 63F: 3 clusters Score -2188095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25675 members 
Entering Unmasked Estep 
Score: -2524704.000000 Penalty: 1510.807007
	Iteration 0F: 2 clusters Score -2524704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -2508107.000000 Penalty: 3021.614014
	Iteration 0F: 3 clusters Score -2508107 nChanged 11382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -2514591.250000 Penalty: 3021.614014
	Iteration 1F: 3 clusters Score -2514591 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -2515428.000000 Penalty: 3021.614014
	Iteration 2F: 3 clusters Score -2515428 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -2516408.000000 Penalty: 3021.614014
	Iteration 3F: 3 clusters Score -2516408 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -2517586.750000 Penalty: 3021.614014
	Iteration 4F: 3 clusters Score -2517587 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -2518936.250000 Penalty: 3021.614014
	Iteration 5F: 3 clusters Score -2518936 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -2520368.750000 Penalty: 3021.614014
	Iteration 6F: 3 clusters Score -2520369 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -2521669.000000 Penalty: 3021.614014
	Iteration 7F: 3 clusters Score -2521669 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -2522622.250000 Penalty: 3021.614014
	Iteration 8Q: 3 clusters Score -2522622 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -2523213.750000 Penalty: 3021.614014
	Iteration 9Q: 3 clusters Score -2523214 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -2523564.750000 Penalty: 3021.614014
	Iteration 10Q: 3 clusters Score -2523565 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -2523812.250000 Penalty: 3021.614014
	Iteration 11Q: 3 clusters Score -2523812 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -2523958.000000 Penalty: 3021.614014
	Iteration 12Q: 3 clusters Score -2523958 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -2524061.250000 Penalty: 3021.614014
	Iteration 13Q: 3 clusters Score -2524061 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -2524142.250000 Penalty: 3021.614014
	Iteration 14Q: 3 clusters Score -2524142 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -2524215.250000 Penalty: 3021.614014
	Iteration 15Q: 3 clusters Score -2524215 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -2524263.500000 Penalty: 3021.614014
	Iteration 16Q: 3 clusters Score -2524264 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -2524307.750000 Penalty: 3021.614014
	Iteration 17Q: 3 clusters Score -2524308 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -2524346.500000 Penalty: 3021.614014
	Iteration 18Q: 3 clusters Score -2524346 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -2524379.750000 Penalty: 3021.614014
	Iteration 19Q: 3 clusters Score -2524380 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
Score: -2524408.500000 Penalty: 3021.614014
	Iteration 20F: 3 clusters Score -2524408 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -2524450.000000 Penalty: 3021.614014
	Iteration 21Q: 3 clusters Score -2524450 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -2524471.750000 Penalty: 3021.614014
	Iteration 22Q: 3 clusters Score -2524472 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -2524492.750000 Penalty: 3021.614014
	Iteration 23Q: 3 clusters Score -2524493 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -2524513.750000 Penalty: 3021.614014
	Iteration 24Q: 3 clusters Score -2524514 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 22129 members 
Entering Unmasked Estep 
Score: -2524522.000000 Penalty: 3021.614014
	Iteration 25Q: 3 clusters Score -2524522 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -2524534.250000 Penalty: 3021.614014
	Iteration 26Q: 3 clusters Score -2524534 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -2524552.000000 Penalty: 3021.614014
	Iteration 27Q: 3 clusters Score -2524552 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 22299 members 
Entering Unmasked Estep 
Score: -2524561.500000 Penalty: 3021.614014
	Iteration 28Q: 3 clusters Score -2524562 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -2524575.000000 Penalty: 3021.614014
	Iteration 29Q: 3 clusters Score -2524575 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -2524580.250000 Penalty: 3021.614014
	Iteration 30Q: 3 clusters Score -2524580 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -2524593.000000 Penalty: 3021.614014
	Iteration 31Q: 3 clusters Score -2524593 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -2524602.250000 Penalty: 3021.614014
	Iteration 32Q: 3 clusters Score -2524602 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -2524609.250000 Penalty: 3021.614014
	Iteration 33Q: 3 clusters Score -2524609 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
Score: -2524621.000000 Penalty: 3021.614014
	Iteration 34Q: 3 clusters Score -2524621 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -2524622.750000 Penalty: 3021.614014
	Iteration 35Q: 3 clusters Score -2524623 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -2524624.500000 Penalty: 3021.614014
	Iteration 36Q: 3 clusters Score -2524624 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -2524628.250000 Penalty: 3021.614014
	Iteration 37Q: 3 clusters Score -2524628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 22688 members 
Entering Unmasked Estep 
Score: -2524625.250000 Penalty: 3021.614014
	Iteration 38Q: 3 clusters Score -2524625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -2524625.500000 Penalty: 3021.614014
	Iteration 39Q: 3 clusters Score -2524626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -2524624.000000 Penalty: 3021.614014
	Iteration 40F: 3 clusters Score -2524624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -2524623.750000 Penalty: 3021.614014
	Iteration 41Q: 3 clusters Score -2524624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -2524626.000000 Penalty: 3021.614014
	Iteration 42Q: 3 clusters Score -2524626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -2524629.750000 Penalty: 3021.614014
	Iteration 43Q: 3 clusters Score -2524630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -2524638.500000 Penalty: 3021.614014
	Iteration 44Q: 3 clusters Score -2524638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -2524635.500000 Penalty: 3021.614014
	Iteration 45Q: 3 clusters Score -2524636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 22740 members 
Entering Unmasked Estep 
Score: -2524636.250000 Penalty: 3021.614014
	Iteration 46Q: 3 clusters Score -2524636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -2524635.500000 Penalty: 3021.614014
	Iteration 47Q: 3 clusters Score -2524636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -2524636.500000 Penalty: 3021.614014
	Iteration 48Q: 3 clusters Score -2524636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -2524634.750000 Penalty: 3021.614014
	Iteration 49Q: 3 clusters Score -2524635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -2524635.000000 Penalty: 3021.614014
	Iteration 50Q: 3 clusters Score -2524635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 22756 members 
Entering Unmasked Estep 
Score: -2524640.250000 Penalty: 3021.614014
	Iteration 51Q: 3 clusters Score -2524640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -2524639.250000 Penalty: 3021.614014
	Iteration 52Q: 3 clusters Score -2524639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -2524641.000000 Penalty: 3021.614014
	Iteration 53Q: 3 clusters Score -2524641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 22765 members 
Entering Unmasked Estep 
Score: -2524641.500000 Penalty: 3021.614014
	Iteration 54Q: 3 clusters Score -2524642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 22769 members 
Entering Unmasked Estep 
Score: -2524638.500000 Penalty: 3021.614014
	Iteration 55Q: 3 clusters Score -2524638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 22772 members 
Entering Unmasked Estep 
Score: -2524641.250000 Penalty: 3021.614014
	Iteration 56Q: 3 clusters Score -2524641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
Score: -2524642.500000 Penalty: 3021.614014
	Iteration 57Q: 3 clusters Score -2524642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 22776 members 
Entering Unmasked Estep 
Score: -2524642.250000 Penalty: 3021.614014
	Iteration 58Q: 3 clusters Score -2524642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -2524639.250000 Penalty: 3021.614014
	Iteration 59Q: 3 clusters Score -2524639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 22781 members 
Entering Unmasked Estep 
Score: -2524638.500000 Penalty: 3021.614014
	Iteration 60F: 3 clusters Score -2524638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
Score: -2524638.250000 Penalty: 3021.614014
	Iteration 61Q: 3 clusters Score -2524638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 22784 members 
Entering Unmasked Estep 
Score: -2524640.750000 Penalty: 3021.614014
	Iteration 62Q: 3 clusters Score -2524641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -2524640.250000 Penalty: 3021.614014
	Iteration 63Q: 3 clusters Score -2524640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -2524641.750000 Penalty: 3021.614014
	Iteration 64Q: 3 clusters Score -2524642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 22790 members 
Entering Unmasked Estep 
Score: -2524641.000000 Penalty: 3021.614014
	Iteration 65Q: 3 clusters Score -2524641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -2524640.750000 Penalty: 3021.614014
	Iteration 66Q: 3 clusters Score -2524641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -2524642.000000 Penalty: 3021.614014
	Iteration 67Q: 3 clusters Score -2524642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -2524642.000000 Penalty: 3021.614014
	Iteration 68F: 3 clusters Score -2524642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (21900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Entering Unmasked Estep 
Score: -2272537.000000 Penalty: 1487.143188
	Iteration 0F: 2 clusters Score -2272537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -2258263.250000 Penalty: 2974.286377
	Iteration 0F: 3 clusters Score -2258263 nChanged 9654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -2263726.500000 Penalty: 2974.286377
	Iteration 1F: 3 clusters Score -2263726 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -2264320.000000 Penalty: 2974.286377
	Iteration 2F: 3 clusters Score -2264320 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -2264845.000000 Penalty: 2974.286377
	Iteration 3F: 3 clusters Score -2264845 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -2265398.750000 Penalty: 2974.286377
	Iteration 4Q: 3 clusters Score -2265399 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -2266002.000000 Penalty: 2974.286377
	Iteration 5F: 3 clusters Score -2266002 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -2266647.750000 Penalty: 2974.286377
	Iteration 6F: 3 clusters Score -2266648 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -2267437.000000 Penalty: 2974.286377
	Iteration 7F: 3 clusters Score -2267437 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -2268284.250000 Penalty: 2974.286377
	Iteration 8F: 3 clusters Score -2268284 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -2269078.750000 Penalty: 2974.286377
	Iteration 9F: 3 clusters Score -2269079 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -2269845.250000 Penalty: 2974.286377
	Iteration 10Q: 3 clusters Score -2269845 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -2270421.750000 Penalty: 2974.286377
	Iteration 11Q: 3 clusters Score -2270422 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -2270801.750000 Penalty: 2974.286377
	Iteration 12Q: 3 clusters Score -2270802 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -2270974.250000 Penalty: 2974.286377
	Iteration 13Q: 3 clusters Score -2270974 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -2271057.500000 Penalty: 2974.286377
	Iteration 14Q: 3 clusters Score -2271058 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -2271103.000000 Penalty: 2974.286377
	Iteration 15Q: 3 clusters Score -2271103 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -2271133.750000 Penalty: 2974.286377
	Iteration 16Q: 3 clusters Score -2271134 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -2271161.250000 Penalty: 2974.286377
	Iteration 17Q: 3 clusters Score -2271161 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -2271171.500000 Penalty: 2974.286377
	Iteration 18Q: 3 clusters Score -2271172 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -2271180.500000 Penalty: 2974.286377
	Iteration 19Q: 3 clusters Score -2271180 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -2271181.250000 Penalty: 2974.286377
	Iteration 20F: 3 clusters Score -2271181 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -2271184.750000 Penalty: 2974.286377
	Iteration 21Q: 3 clusters Score -2271185 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -2271188.750000 Penalty: 2974.286377
	Iteration 22Q: 3 clusters Score -2271189 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -2271195.750000 Penalty: 2974.286377
	Iteration 23Q: 3 clusters Score -2271196 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -2271192.000000 Penalty: 2974.286377
	Iteration 24Q: 3 clusters Score -2271192 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -2271200.250000 Penalty: 2974.286377
	Iteration 25Q: 3 clusters Score -2271200 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -2271207.250000 Penalty: 2974.286377
	Iteration 26Q: 3 clusters Score -2271207 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -2271205.000000 Penalty: 2974.286377
	Iteration 27Q: 3 clusters Score -2271205 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -2271205.750000 Penalty: 2974.286377
	Iteration 28Q: 3 clusters Score -2271206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -2271213.000000 Penalty: 2974.286377
	Iteration 29Q: 3 clusters Score -2271213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -2271212.000000 Penalty: 2974.286377
	Iteration 30Q: 3 clusters Score -2271212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -2271211.500000 Penalty: 2974.286377
	Iteration 31Q: 3 clusters Score -2271212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -2271209.250000 Penalty: 2974.286377
	Iteration 32Q: 3 clusters Score -2271209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -2271211.250000 Penalty: 2974.286377
	Iteration 33Q: 3 clusters Score -2271211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -2271212.500000 Penalty: 2974.286377
	Iteration 34Q: 3 clusters Score -2271212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -2271209.250000 Penalty: 2974.286377
	Iteration 35Q: 3 clusters Score -2271209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -2271210.000000 Penalty: 2974.286377
	Iteration 36Q: 3 clusters Score -2271210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -2271211.250000 Penalty: 2974.286377
	Iteration 37Q: 3 clusters Score -2271211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -2271209.000000 Penalty: 2974.286377
	Iteration 38Q: 3 clusters Score -2271209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -2271209.000000 Penalty: 2974.286377
	Iteration 39F: 3 clusters Score -2271209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (33316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33316 members 
Entering Unmasked Estep 
Score: -3149400.500000 Penalty: 1549.572388
	Iteration 0F: 2 clusters Score -3149400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -3127842.250000 Penalty: 3099.144775
	Iteration 0F: 3 clusters Score -3127842 nChanged 14996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -3136262.750000 Penalty: 3099.144775
	Iteration 1F: 3 clusters Score -3136263 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -3137374.750000 Penalty: 3099.144775
	Iteration 2F: 3 clusters Score -3137375 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -3138578.750000 Penalty: 3099.144775
	Iteration 3F: 3 clusters Score -3138579 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -3139991.000000 Penalty: 3099.144775
	Iteration 4F: 3 clusters Score -3139991 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -3141637.750000 Penalty: 3099.144775
	Iteration 5F: 3 clusters Score -3141638 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 23897 members 
Entering Unmasked Estep 
Score: -3143421.000000 Penalty: 3099.144775
	Iteration 6F: 3 clusters Score -3143421 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 25641 members 
Entering Unmasked Estep 
Score: -3145201.250000 Penalty: 3099.144775
	Iteration 7F: 3 clusters Score -3145201 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 27335 members 
Entering Unmasked Estep 
Score: -3146907.250000 Penalty: 3099.144775
	Iteration 8F: 3 clusters Score -3146907 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 28759 members 
Entering Unmasked Estep 
Score: -3148338.000000 Penalty: 3099.144775
	Iteration 9Q: 3 clusters Score -3148338 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 29848 members 
Entering Unmasked Estep 
Score: -3149337.750000 Penalty: 3099.144775
	Iteration 10Q: 3 clusters Score -3149338 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 30624 members 
Entering Unmasked Estep 
Score: -3149990.250000 Penalty: 3099.144775
	Iteration 11Q: 3 clusters Score -3149990 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 31229 members 
Entering Unmasked Estep 
Score: -3150430.500000 Penalty: 3099.144775
	Iteration 12Q: 3 clusters Score -3150430 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 31655 members 
Entering Unmasked Estep 
Score: -3150713.500000 Penalty: 3099.144775
	Iteration 13Q: 3 clusters Score -3150714 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 31945 members 
Entering Unmasked Estep 
Score: -3150901.750000 Penalty: 3099.144775
	Iteration 14Q: 3 clusters Score -3150902 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 32154 members 
Entering Unmasked Estep 
Score: -3151036.750000 Penalty: 3099.144775
	Iteration 15Q: 3 clusters Score -3151037 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 32290 members 
Entering Unmasked Estep 
Score: -3151100.250000 Penalty: 3099.144775
	Iteration 16Q: 3 clusters Score -3151100 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 32382 members 
Entering Unmasked Estep 
Score: -3151142.750000 Penalty: 3099.144775
	Iteration 17Q: 3 clusters Score -3151143 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 32449 members 
Entering Unmasked Estep 
Score: -3151193.000000 Penalty: 3099.144775
	Iteration 18Q: 3 clusters Score -3151193 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 32492 members 
Entering Unmasked Estep 
Score: -3151214.000000 Penalty: 3099.144775
	Iteration 19Q: 3 clusters Score -3151214 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 32529 members 
Entering Unmasked Estep 
Score: -3151229.750000 Penalty: 3099.144775
	Iteration 20F: 3 clusters Score -3151230 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 32556 members 
Entering Unmasked Estep 
Score: -3151247.250000 Penalty: 3099.144775
	Iteration 21Q: 3 clusters Score -3151247 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 32575 members 
Entering Unmasked Estep 
Score: -3151258.250000 Penalty: 3099.144775
	Iteration 22Q: 3 clusters Score -3151258 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 32599 members 
Entering Unmasked Estep 
Score: -3151266.000000 Penalty: 3099.144775
	Iteration 23Q: 3 clusters Score -3151266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 32610 members 
Entering Unmasked Estep 
Score: -3151268.000000 Penalty: 3099.144775
	Iteration 24Q: 3 clusters Score -3151268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 32622 members 
Entering Unmasked Estep 
Score: -3151276.000000 Penalty: 3099.144775
	Iteration 25Q: 3 clusters Score -3151276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 32629 members 
Entering Unmasked Estep 
Score: -3151278.000000 Penalty: 3099.144775
	Iteration 26Q: 3 clusters Score -3151278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 32634 members 
Entering Unmasked Estep 
Score: -3151279.750000 Penalty: 3099.144775
	Iteration 27Q: 3 clusters Score -3151280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 32638 members 
Entering Unmasked Estep 
Score: -3151279.500000 Penalty: 3099.144775
	Iteration 28Q: 3 clusters Score -3151280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 32640 members 
Entering Unmasked Estep 
Score: -3151278.000000 Penalty: 3099.144775
	Iteration 29Q: 3 clusters Score -3151278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 32643 members 
Entering Unmasked Estep 
Score: -3151279.000000 Penalty: 3099.144775
	Iteration 30Q: 3 clusters Score -3151279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 32644 members 
Entering Unmasked Estep 
Score: -3151277.250000 Penalty: 3099.144775
	Iteration 31Q: 3 clusters Score -3151277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 32645 members 
Entering Unmasked Estep 
Score: -3151277.000000 Penalty: 3099.144775
	Iteration 32Q: 3 clusters Score -3151277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 32647 members 
Entering Unmasked Estep 
Score: -3151274.750000 Penalty: 3099.144775
	Iteration 33Q: 3 clusters Score -3151275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 32650 members 
Entering Unmasked Estep 
Score: -3151277.250000 Penalty: 3099.144775
	Iteration 34Q: 3 clusters Score -3151277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 32652 members 
Entering Unmasked Estep 
Score: -3151280.000000 Penalty: 3099.144775
	Iteration 35Q: 3 clusters Score -3151280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 32653 members 
Entering Unmasked Estep 
Score: -3151278.000000 Penalty: 3099.144775
	Iteration 36Q: 3 clusters Score -3151278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 32654 members 
Entering Unmasked Estep 
Score: -3151277.750000 Penalty: 3099.144775
	Iteration 37Q: 3 clusters Score -3151278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 32654 members 
Entering Unmasked Estep 
Score: -3151277.750000 Penalty: 3099.144775
	Iteration 38F: 3 clusters Score -3151278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 58303 members 
Mstep: Class 2 contains 10161 members 
Mstep: Class 3 contains 6636 members 
Mstep: Class 4 contains 50907 members 
Mstep: Class 5 contains 6310 members 
Mstep: Class 6 contains 11586 members 
Mstep: Class 7 contains 78969 members 
Mstep: Class 8 contains 11996 members 
Mstep: Class 9 contains 11194 members 
Mstep: Class 10 contains 11439 members 
Mstep: Class 11 contains 22997 members 
Mstep: Class 12 contains 6298 members 
Mstep: Class 13 contains 14864 members 
Mstep: Class 14 contains 37148 members 
Mstep: Class 15 contains 17264 members 
Mstep: Class 16 contains 23214 members 
Mstep: Class 17 contains 25675 members 
Mstep: Class 18 contains 21900 members 
Mstep: Class 19 contains 662 members 
Mstep: Class 20 contains 226763 members 
Mstep: Class 21 contains 38233 members 
Mstep: Class 22 contains 7516 members 
Mstep: Class 23 contains 20573 members 
Mstep: Class 24 contains 6985 members 
Mstep: Class 25 contains 29228 members 
Mstep: Class 26 contains 23834 members 
Mstep: Class 27 contains 25482 members 
Mstep: Class 28 contains 19729 members 
Mstep: Class 29 contains 41196 members 
Mstep: Class 30 contains 32654 members 
Entering Unmasked Estep 
Score: -87954656.000000 Penalty: 61201.164062
Splitting cluster 19 changes total score from -87868256.000000 to -87954656.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 20 (226763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226763 members 
Entering Unmasked Estep 
Score: -22670402.000000 Penalty: 1834.951050
	Iteration 0F: 2 clusters Score -2.26704e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113589 members 
Mstep: Class 2 contains 113174 members 
Entering Unmasked Estep 
Score: -22519554.000000 Penalty: 3669.902100
	Iteration 0F: 3 clusters Score -2.251955e+07 nChanged 109567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117846 members 
Mstep: Class 2 contains 108917 members 
Entering Unmasked Estep 
Score: -22584882.000000 Penalty: 3669.902100
	Iteration 1F: 3 clusters Score -2.258488e+07 nChanged 8498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120492 members 
Mstep: Class 2 contains 106271 members 
Entering Unmasked Estep 
Score: -22587546.000000 Penalty: 3669.902100
	Iteration 2Q: 3 clusters Score -2.258755e+07 nChanged 9678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124442 members 
Mstep: Class 2 contains 102321 members 
Entering Unmasked Estep 
Score: -22591324.000000 Penalty: 3669.902100
	Iteration 3Q: 3 clusters Score -2.259132e+07 nChanged 10947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130151 members 
Mstep: Class 2 contains 96612 members 
Entering Unmasked Estep 
Score: -22596202.000000 Penalty: 3669.902100
	Iteration 4Q: 3 clusters Score -2.25962e+07 nChanged 12507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137986 members 
Mstep: Class 2 contains 88777 members 
Entering Unmasked Estep 
Score: -22603162.000000 Penalty: 3669.902100
	Iteration 5F: 3 clusters Score -2.260316e+07 nChanged 13811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147755 members 
Mstep: Class 2 contains 79008 members 
Entering Unmasked Estep 
Score: -22612500.000000 Penalty: 3669.902100
	Iteration 6F: 3 clusters Score -2.26125e+07 nChanged 14315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158802 members 
Mstep: Class 2 contains 67961 members 
Entering Unmasked Estep 
Score: -22623090.000000 Penalty: 3669.902100
	Iteration 7F: 3 clusters Score -2.262309e+07 nChanged 13354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169750 members 
Mstep: Class 2 contains 57013 members 
Entering Unmasked Estep 
Score: -22633228.000000 Penalty: 3669.902100
	Iteration 8F: 3 clusters Score -2.263323e+07 nChanged 11587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179531 members 
Mstep: Class 2 contains 47232 members 
Entering Unmasked Estep 
Score: -22641478.000000 Penalty: 3669.902100
	Iteration 9F: 3 clusters Score -2.264148e+07 nChanged 9312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187843 members 
Mstep: Class 2 contains 38920 members 
Entering Unmasked Estep 
Score: -22647824.000000 Penalty: 3669.902100
	Iteration 10Q: 3 clusters Score -2.264782e+07 nChanged 7501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194914 members 
Mstep: Class 2 contains 31849 members 
Entering Unmasked Estep 
Score: -22652700.000000 Penalty: 3669.902100
	Iteration 11Q: 3 clusters Score -2.26527e+07 nChanged 6259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201069 members 
Mstep: Class 2 contains 25694 members 
Entering Unmasked Estep 
Score: -22656618.000000 Penalty: 3669.902100
	Iteration 12Q: 3 clusters Score -2.265662e+07 nChanged 5393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206422 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -22660342.000000 Penalty: 3669.902100
	Iteration 13Q: 3 clusters Score -2.266034e+07 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210846 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -22663260.000000 Penalty: 3669.902100
	Iteration 14Q: 3 clusters Score -2.266326e+07 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214358 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -22665604.000000 Penalty: 3669.902100
	Iteration 15Q: 3 clusters Score -2.26656e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216912 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -22667254.000000 Penalty: 3669.902100
	Iteration 16Q: 3 clusters Score -2.266725e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218702 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -22668456.000000 Penalty: 3669.902100
	Iteration 17Q: 3 clusters Score -2.266846e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219922 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -22669192.000000 Penalty: 3669.902100
	Iteration 18Q: 3 clusters Score -2.266919e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220829 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -22669676.000000 Penalty: 3669.902100
	Iteration 19Q: 3 clusters Score -2.266968e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221422 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -22670014.000000 Penalty: 3669.902100
	Iteration 20F: 3 clusters Score -2.267001e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221841 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -22670186.000000 Penalty: 3669.902100
	Iteration 21Q: 3 clusters Score -2.267019e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222154 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -22670344.000000 Penalty: 3669.902100
	Iteration 22Q: 3 clusters Score -2.267034e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222381 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -22670430.000000 Penalty: 3669.902100
	Iteration 23Q: 3 clusters Score -2.267043e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222565 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -22670536.000000 Penalty: 3669.902100
	Iteration 24Q: 3 clusters Score -2.267054e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222727 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -22670664.000000 Penalty: 3669.902100
	Iteration 25Q: 3 clusters Score -2.267066e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222848 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -22670670.000000 Penalty: 3669.902100
	Iteration 26Q: 3 clusters Score -2.267067e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222939 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -22670676.000000 Penalty: 3669.902100
	Iteration 27Q: 3 clusters Score -2.267068e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223007 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -22670694.000000 Penalty: 3669.902100
	Iteration 28Q: 3 clusters Score -2.267069e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223061 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -22670692.000000 Penalty: 3669.902100
	Iteration 29Q: 3 clusters Score -2.267069e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223107 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -22670704.000000 Penalty: 3669.902100
	Iteration 30Q: 3 clusters Score -2.26707e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223133 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -22670686.000000 Penalty: 3669.902100
	Iteration 31Q: 3 clusters Score -2.267069e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223150 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -22670708.000000 Penalty: 3669.902100
	Iteration 32Q: 3 clusters Score -2.267071e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223170 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -22670744.000000 Penalty: 3669.902100
	Iteration 33Q: 3 clusters Score -2.267074e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223184 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -22670752.000000 Penalty: 3669.902100
	Iteration 34Q: 3 clusters Score -2.267075e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223193 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -22670742.000000 Penalty: 3669.902100
	Iteration 35Q: 3 clusters Score -2.267074e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223202 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -22670760.000000 Penalty: 3669.902100
	Iteration 36Q: 3 clusters Score -2.267076e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223210 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -22670744.000000 Penalty: 3669.902100
	Iteration 37Q: 3 clusters Score -2.267074e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223214 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -22670756.000000 Penalty: 3669.902100
	Iteration 38Q: 3 clusters Score -2.267076e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223220 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -22670756.000000 Penalty: 3669.902100
	Iteration 39Q: 3 clusters Score -2.267076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223223 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -22670762.000000 Penalty: 3669.902100
	Iteration 40F: 3 clusters Score -2.267076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223226 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -22670766.000000 Penalty: 3669.902100
	Iteration 41Q: 3 clusters Score -2.267077e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223228 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -22670762.000000 Penalty: 3669.902100
	Iteration 42Q: 3 clusters Score -2.267076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223231 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -22670758.000000 Penalty: 3669.902100
	Iteration 43Q: 3 clusters Score -2.267076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223231 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -22670754.000000 Penalty: 3669.902100
	Iteration 44Q: 3 clusters Score -2.267075e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223233 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -22670756.000000 Penalty: 3669.902100
	Iteration 45Q: 3 clusters Score -2.267076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223235 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -22670750.000000 Penalty: 3669.902100
	Iteration 46Q: 3 clusters Score -2.267075e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223238 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -22670758.000000 Penalty: 3669.902100
	Iteration 47Q: 3 clusters Score -2.267076e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223239 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -22670772.000000 Penalty: 3669.902100
	Iteration 48Q: 3 clusters Score -2.267077e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223240 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -22670766.000000 Penalty: 3669.902100
	Iteration 49Q: 3 clusters Score -2.267077e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223239 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -22670762.000000 Penalty: 3669.902100
	Iteration 50Q: 3 clusters Score -2.267076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223241 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -22670756.000000 Penalty: 3669.902100
	Iteration 51Q: 3 clusters Score -2.267076e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223242 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -22670752.000000 Penalty: 3669.902100
	Iteration 52Q: 3 clusters Score -2.267075e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223242 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -22670752.000000 Penalty: 3669.902100
	Iteration 53F: 3 clusters Score -2.267075e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 58303 members 
Mstep: Class 2 contains 10161 members 
Mstep: Class 3 contains 6636 members 
Mstep: Class 4 contains 50907 members 
Mstep: Class 5 contains 6310 members 
Mstep: Class 6 contains 11586 members 
Mstep: Class 7 contains 78969 members 
Mstep: Class 8 contains 11996 members 
Mstep: Class 9 contains 11194 members 
Mstep: Class 10 contains 11439 members 
Mstep: Class 11 contains 22997 members 
Mstep: Class 12 contains 6298 members 
Mstep: Class 13 contains 14864 members 
Mstep: Class 14 contains 37148 members 
Mstep: Class 15 contains 17264 members 
Mstep: Class 16 contains 23214 members 
Mstep: Class 17 contains 25675 members 
Mstep: Class 18 contains 21900 members 
Mstep: Class 19 contains 662 members 
Mstep: Class 20 contains 223242 members 
Mstep: Class 21 contains 38233 members 
Mstep: Class 22 contains 7516 members 
Mstep: Class 23 contains 20573 members 
Mstep: Class 24 contains 6985 members 
Mstep: Class 25 contains 29228 members 
Mstep: Class 26 contains 23834 members 
Mstep: Class 27 contains 25482 members 
Mstep: Class 28 contains 19729 members 
Mstep: Class 29 contains 41196 members 
Mstep: Class 30 contains 32654 members 
Mstep: Class 31 contains 3521 members 
Entering Unmasked Estep 
Score: -87954952.000000 Penalty: 63241.207031
Splitting cluster 20 changes total score from -87868256.000000 to -87954952.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 21 (38233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38233 members 
Entering Unmasked Estep 
Score: -3838279.500000 Penalty: 1570.056519
	Iteration 0F: 2 clusters Score -3838280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -3813107.750000 Penalty: 3140.113037
	Iteration 0F: 3 clusters Score -3813108 nChanged 17727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -3822952.000000 Penalty: 3140.113037
	Iteration 1F: 3 clusters Score -3822952 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -3824012.250000 Penalty: 3140.113037
	Iteration 2F: 3 clusters Score -3824012 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -3825435.750000 Penalty: 3140.113037
	Iteration 3F: 3 clusters Score -3825436 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
Score: -3827184.750000 Penalty: 3140.113037
	Iteration 4F: 3 clusters Score -3827185 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -3829142.750000 Penalty: 3140.113037
	Iteration 5F: 3 clusters Score -3829143 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 26825 members 
Entering Unmasked Estep 
Score: -3830954.750000 Penalty: 3140.113037
	Iteration 6F: 3 clusters Score -3830955 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 28140 members 
Entering Unmasked Estep 
Score: -3832493.250000 Penalty: 3140.113037
	Iteration 7F: 3 clusters Score -3832493 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 29097 members 
Entering Unmasked Estep 
Score: -3833681.750000 Penalty: 3140.113037
	Iteration 8Q: 3 clusters Score -3833682 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 29769 members 
Entering Unmasked Estep 
Score: -3834546.500000 Penalty: 3140.113037
	Iteration 9Q: 3 clusters Score -3834546 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 30283 members 
Entering Unmasked Estep 
Score: -3835098.500000 Penalty: 3140.113037
	Iteration 10Q: 3 clusters Score -3835098 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 30633 members 
Entering Unmasked Estep 
Score: -3835367.500000 Penalty: 3140.113037
	Iteration 11Q: 3 clusters Score -3835368 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 30911 members 
Entering Unmasked Estep 
Score: -3835539.000000 Penalty: 3140.113037
	Iteration 12Q: 3 clusters Score -3835539 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 31175 members 
Entering Unmasked Estep 
Score: -3835628.500000 Penalty: 3140.113037
	Iteration 13Q: 3 clusters Score -3835628 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 31428 members 
Entering Unmasked Estep 
Score: -3835705.000000 Penalty: 3140.113037
	Iteration 14Q: 3 clusters Score -3835705 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 31681 members 
Entering Unmasked Estep 
Score: -3835787.500000 Penalty: 3140.113037
	Iteration 15Q: 3 clusters Score -3835788 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 31917 members 
Entering Unmasked Estep 
Score: -3835877.250000 Penalty: 3140.113037
	Iteration 16Q: 3 clusters Score -3835877 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 32160 members 
Entering Unmasked Estep 
Score: -3835938.500000 Penalty: 3140.113037
	Iteration 17Q: 3 clusters Score -3835938 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 32387 members 
Entering Unmasked Estep 
Score: -3836007.000000 Penalty: 3140.113037
	Iteration 18Q: 3 clusters Score -3836007 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 32617 members 
Entering Unmasked Estep 
Score: -3836062.250000 Penalty: 3140.113037
	Iteration 19Q: 3 clusters Score -3836062 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 32847 members 
Entering Unmasked Estep 
Score: -3836120.000000 Penalty: 3140.113037
	Iteration 20F: 3 clusters Score -3836120 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 33039 members 
Entering Unmasked Estep 
Score: -3836182.250000 Penalty: 3140.113037
	Iteration 21Q: 3 clusters Score -3836182 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 33222 members 
Entering Unmasked Estep 
Score: -3836220.500000 Penalty: 3140.113037
	Iteration 22Q: 3 clusters Score -3836220 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 33403 members 
Entering Unmasked Estep 
Score: -3836255.250000 Penalty: 3140.113037
	Iteration 23Q: 3 clusters Score -3836255 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 33569 members 
Entering Unmasked Estep 
Score: -3836308.000000 Penalty: 3140.113037
	Iteration 24Q: 3 clusters Score -3836308 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 33745 members 
Entering Unmasked Estep 
Score: -3836346.500000 Penalty: 3140.113037
	Iteration 25Q: 3 clusters Score -3836346 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 33915 members 
Entering Unmasked Estep 
Score: -3836390.750000 Penalty: 3140.113037
	Iteration 26Q: 3 clusters Score -3836391 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 34083 members 
Entering Unmasked Estep 
Score: -3836432.250000 Penalty: 3140.113037
	Iteration 27Q: 3 clusters Score -3836432 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 34238 members 
Entering Unmasked Estep 
Score: -3836480.500000 Penalty: 3140.113037
	Iteration 28Q: 3 clusters Score -3836480 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 34389 members 
Entering Unmasked Estep 
Score: -3836528.250000 Penalty: 3140.113037
	Iteration 29Q: 3 clusters Score -3836528 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 34539 members 
Entering Unmasked Estep 
Score: -3836575.250000 Penalty: 3140.113037
	Iteration 30Q: 3 clusters Score -3836575 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 34660 members 
Entering Unmasked Estep 
Score: -3836592.750000 Penalty: 3140.113037
	Iteration 31Q: 3 clusters Score -3836593 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 34786 members 
Entering Unmasked Estep 
Score: -3836624.750000 Penalty: 3140.113037
	Iteration 32Q: 3 clusters Score -3836625 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 34893 members 
Entering Unmasked Estep 
Score: -3836653.000000 Penalty: 3140.113037
	Iteration 33Q: 3 clusters Score -3836653 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 35000 members 
Entering Unmasked Estep 
Score: -3836674.000000 Penalty: 3140.113037
	Iteration 34Q: 3 clusters Score -3836674 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 35103 members 
Entering Unmasked Estep 
Score: -3836694.000000 Penalty: 3140.113037
	Iteration 35Q: 3 clusters Score -3836694 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 35202 members 
Entering Unmasked Estep 
Score: -3836726.000000 Penalty: 3140.113037
	Iteration 36Q: 3 clusters Score -3836726 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 35321 members 
Entering Unmasked Estep 
Score: -3836768.750000 Penalty: 3140.113037
	Iteration 37Q: 3 clusters Score -3836769 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 35445 members 
Entering Unmasked Estep 
Score: -3836800.000000 Penalty: 3140.113037
	Iteration 38Q: 3 clusters Score -3836800 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 35552 members 
Entering Unmasked Estep 
Score: -3836834.250000 Penalty: 3140.113037
	Iteration 39Q: 3 clusters Score -3836834 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 35639 members 
Entering Unmasked Estep 
Score: -3836856.750000 Penalty: 3140.113037
	Iteration 40F: 3 clusters Score -3836857 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 35731 members 
Entering Unmasked Estep 
Score: -3836894.250000 Penalty: 3140.113037
	Iteration 41Q: 3 clusters Score -3836894 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 35816 members 
Entering Unmasked Estep 
Score: -3836918.750000 Penalty: 3140.113037
	Iteration 42Q: 3 clusters Score -3836919 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 35902 members 
Entering Unmasked Estep 
Score: -3836944.000000 Penalty: 3140.113037
	Iteration 43Q: 3 clusters Score -3836944 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 35984 members 
Entering Unmasked Estep 
Score: -3836964.250000 Penalty: 3140.113037
	Iteration 44Q: 3 clusters Score -3836964 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 36054 members 
Entering Unmasked Estep 
Score: -3836972.750000 Penalty: 3140.113037
	Iteration 45Q: 3 clusters Score -3836973 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 36120 members 
Entering Unmasked Estep 
Score: -3836993.750000 Penalty: 3140.113037
	Iteration 46Q: 3 clusters Score -3836994 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 36180 members 
Entering Unmasked Estep 
Score: -3837007.750000 Penalty: 3140.113037
	Iteration 47Q: 3 clusters Score -3837008 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 36221 members 
Entering Unmasked Estep 
Score: -3837021.250000 Penalty: 3140.113037
	Iteration 48Q: 3 clusters Score -3837021 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 36252 members 
Entering Unmasked Estep 
Score: -3837030.500000 Penalty: 3140.113037
	Iteration 49Q: 3 clusters Score -3837030 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 36286 members 
Entering Unmasked Estep 
Score: -3837038.750000 Penalty: 3140.113037
	Iteration 50Q: 3 clusters Score -3837039 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 36314 members 
Entering Unmasked Estep 
Score: -3837051.500000 Penalty: 3140.113037
	Iteration 51Q: 3 clusters Score -3837052 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 36338 members 
Entering Unmasked Estep 
Score: -3837058.500000 Penalty: 3140.113037
	Iteration 52Q: 3 clusters Score -3837058 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 36362 members 
Entering Unmasked Estep 
Score: -3837067.000000 Penalty: 3140.113037
	Iteration 53Q: 3 clusters Score -3837067 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 36379 members 
Entering Unmasked Estep 
Score: -3837071.000000 Penalty: 3140.113037
	Iteration 54Q: 3 clusters Score -3837071 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 36396 members 
Entering Unmasked Estep 
Score: -3837076.500000 Penalty: 3140.113037
	Iteration 55Q: 3 clusters Score -3837076 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 36417 members 
Entering Unmasked Estep 
Score: -3837085.250000 Penalty: 3140.113037
	Iteration 56Q: 3 clusters Score -3837085 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 36435 members 
Entering Unmasked Estep 
Score: -3837080.000000 Penalty: 3140.113037
	Iteration 57Q: 3 clusters Score -3837080 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 36453 members 
Entering Unmasked Estep 
Score: -3837085.000000 Penalty: 3140.113037
	Iteration 58Q: 3 clusters Score -3837085 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 36467 members 
Entering Unmasked Estep 
Score: -3837094.750000 Penalty: 3140.113037
	Iteration 59Q: 3 clusters Score -3837095 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 36487 members 
Entering Unmasked Estep 
Score: -3837093.500000 Penalty: 3140.113037
	Iteration 60F: 3 clusters Score -3837094 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 36506 members 
Entering Unmasked Estep 
Score: -3837095.750000 Penalty: 3140.113037
	Iteration 61Q: 3 clusters Score -3837096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 36521 members 
Entering Unmasked Estep 
Score: -3837102.250000 Penalty: 3140.113037
	Iteration 62Q: 3 clusters Score -3837102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 36531 members 
Entering Unmasked Estep 
Score: -3837109.250000 Penalty: 3140.113037
	Iteration 63Q: 3 clusters Score -3837109 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 36542 members 
Entering Unmasked Estep 
Score: -3837119.000000 Penalty: 3140.113037
	Iteration 64Q: 3 clusters Score -3837119 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 36556 members 
Entering Unmasked Estep 
Score: -3837118.500000 Penalty: 3140.113037
	Iteration 65Q: 3 clusters Score -3837118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 36565 members 
Entering Unmasked Estep 
Score: -3837123.250000 Penalty: 3140.113037
	Iteration 66Q: 3 clusters Score -3837123 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 36579 members 
Entering Unmasked Estep 
Score: -3837118.250000 Penalty: 3140.113037
	Iteration 67Q: 3 clusters Score -3837118 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 36595 members 
Entering Unmasked Estep 
Score: -3837120.000000 Penalty: 3140.113037
	Iteration 68Q: 3 clusters Score -3837120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 36609 members 
Entering Unmasked Estep 
Score: -3837127.500000 Penalty: 3140.113037
	Iteration 69Q: 3 clusters Score -3837128 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 36624 members 
Entering Unmasked Estep 
Score: -3837121.500000 Penalty: 3140.113037
	Iteration 70Q: 3 clusters Score -3837122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 36639 members 
Entering Unmasked Estep 
Score: -3837133.750000 Penalty: 3140.113037
	Iteration 71Q: 3 clusters Score -3837134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 36651 members 
Entering Unmasked Estep 
Score: -3837140.000000 Penalty: 3140.113037
	Iteration 72Q: 3 clusters Score -3837140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 36666 members 
Entering Unmasked Estep 
Score: -3837157.000000 Penalty: 3140.113037
	Iteration 73Q: 3 clusters Score -3837157 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 36682 members 
Entering Unmasked Estep 
Score: -3837158.000000 Penalty: 3140.113037
	Iteration 74Q: 3 clusters Score -3837158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 36696 members 
Entering Unmasked Estep 
Score: -3837159.500000 Penalty: 3140.113037
	Iteration 75Q: 3 clusters Score -3837160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 36705 members 
Entering Unmasked Estep 
Score: -3837159.250000 Penalty: 3140.113037
	Iteration 76Q: 3 clusters Score -3837159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 36709 members 
Entering Unmasked Estep 
Score: -3837160.000000 Penalty: 3140.113037
	Iteration 77Q: 3 clusters Score -3837160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 36713 members 
Entering Unmasked Estep 
Score: -3837165.500000 Penalty: 3140.113037
	Iteration 78Q: 3 clusters Score -3837166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 36720 members 
Entering Unmasked Estep 
Score: -3837163.500000 Penalty: 3140.113037
	Iteration 79Q: 3 clusters Score -3837164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 36729 members 
Entering Unmasked Estep 
Score: -3837159.000000 Penalty: 3140.113037
	Iteration 80F: 3 clusters Score -3837159 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 36742 members 
Entering Unmasked Estep 
Score: -3837155.750000 Penalty: 3140.113037
	Iteration 81Q: 3 clusters Score -3837156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 36753 members 
Entering Unmasked Estep 
Score: -3837162.500000 Penalty: 3140.113037
	Iteration 82Q: 3 clusters Score -3837162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 36757 members 
Entering Unmasked Estep 
Score: -3837162.250000 Penalty: 3140.113037
	Iteration 83Q: 3 clusters Score -3837162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 36766 members 
Entering Unmasked Estep 
Score: -3837172.000000 Penalty: 3140.113037
	Iteration 84Q: 3 clusters Score -3837172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 36776 members 
Entering Unmasked Estep 
Score: -3837175.000000 Penalty: 3140.113037
	Iteration 85Q: 3 clusters Score -3837175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 36784 members 
Entering Unmasked Estep 
Score: -3837172.500000 Penalty: 3140.113037
	Iteration 86Q: 3 clusters Score -3837172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 36794 members 
Entering Unmasked Estep 
Score: -3837177.750000 Penalty: 3140.113037
	Iteration 87Q: 3 clusters Score -3837178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 36796 members 
Entering Unmasked Estep 
Score: -3837180.500000 Penalty: 3140.113037
	Iteration 88Q: 3 clusters Score -3837180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 36799 members 
Entering Unmasked Estep 
Score: -3837178.500000 Penalty: 3140.113037
	Iteration 89Q: 3 clusters Score -3837178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 36801 members 
Entering Unmasked Estep 
Score: -3837180.000000 Penalty: 3140.113037
	Iteration 90Q: 3 clusters Score -3837180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 36804 members 
Entering Unmasked Estep 
Score: -3837181.500000 Penalty: 3140.113037
	Iteration 91Q: 3 clusters Score -3837182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 36806 members 
Entering Unmasked Estep 
Score: -3837183.500000 Penalty: 3140.113037
	Iteration 92Q: 3 clusters Score -3837184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 36806 members 
Entering Unmasked Estep 
Score: -3837184.500000 Penalty: 3140.113037
	Iteration 93Q: 3 clusters Score -3837184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 36810 members 
Entering Unmasked Estep 
Score: -3837186.250000 Penalty: 3140.113037
	Iteration 94Q: 3 clusters Score -3837186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 36816 members 
Entering Unmasked Estep 
Score: -3837189.250000 Penalty: 3140.113037
	Iteration 95Q: 3 clusters Score -3837189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 36821 members 
Entering Unmasked Estep 
Score: -3837192.250000 Penalty: 3140.113037
	Iteration 96Q: 3 clusters Score -3837192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 36822 members 
Entering Unmasked Estep 
Score: -3837193.500000 Penalty: 3140.113037
	Iteration 97Q: 3 clusters Score -3837194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 36823 members 
Entering Unmasked Estep 
Score: -3837192.000000 Penalty: 3140.113037
	Iteration 98Q: 3 clusters Score -3837192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 36823 members 
Entering Unmasked Estep 
Score: -3837192.000000 Penalty: 3140.113037
	Iteration 99F: 3 clusters Score -3837192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Entering Unmasked Estep 
Score: -679650.125000 Penalty: 1328.008667
	Iteration 0F: 2 clusters Score -679650.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -674643.625000 Penalty: 2656.017334
	Iteration 0F: 3 clusters Score -674643.6 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -676842.250000 Penalty: 2656.017334
	Iteration 1F: 3 clusters Score -676842.2 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -677826.875000 Penalty: 2656.017334
	Iteration 2F: 3 clusters Score -677826.9 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -679207.250000 Penalty: 2656.017334
	Iteration 3F: 3 clusters Score -679207.2 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -680576.062500 Penalty: 2656.017334
	Iteration 4F: 3 clusters Score -680576.1 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -681593.437500 Penalty: 2656.017334
	Iteration 5F: 3 clusters Score -681593.4 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -682210.937500 Penalty: 2656.017334
	Iteration 6F: 3 clusters Score -682210.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -682604.562500 Penalty: 2656.017334
	Iteration 7Q: 3 clusters Score -682604.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -682763.625000 Penalty: 2656.017334
	Iteration 8Q: 3 clusters Score -682763.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -682809.750000 Penalty: 2656.017334
	Iteration 9Q: 3 clusters Score -682809.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -682832.187500 Penalty: 2656.017334
	Iteration 10Q: 3 clusters Score -682832.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -682839.625000 Penalty: 2656.017334
	Iteration 11Q: 3 clusters Score -682839.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -682845.187500 Penalty: 2656.017334
	Iteration 12Q: 3 clusters Score -682845.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -682846.875000 Penalty: 2656.017334
	Iteration 13Q: 3 clusters Score -682846.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -682847.937500 Penalty: 2656.017334
	Iteration 14Q: 3 clusters Score -682847.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -682849.062500 Penalty: 2656.017334
	Iteration 15Q: 3 clusters Score -682849.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -682849.062500 Penalty: 2656.017334
	Iteration 16F: 3 clusters Score -682849.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 58303 members 
Mstep: Class 2 contains 10161 members 
Mstep: Class 3 contains 6636 members 
Mstep: Class 4 contains 50907 members 
Mstep: Class 5 contains 6310 members 
Mstep: Class 6 contains 11586 members 
Mstep: Class 7 contains 78969 members 
Mstep: Class 8 contains 11996 members 
Mstep: Class 9 contains 11194 members 
Mstep: Class 10 contains 11439 members 
Mstep: Class 11 contains 22997 members 
Mstep: Class 12 contains 6298 members 
Mstep: Class 13 contains 14864 members 
Mstep: Class 14 contains 37148 members 
Mstep: Class 15 contains 17264 members 
Mstep: Class 16 contains 23214 members 
Mstep: Class 17 contains 25675 members 
Mstep: Class 18 contains 21900 members 
Mstep: Class 19 contains 662 members 
Mstep: Class 20 contains 223242 members 
Mstep: Class 21 contains 38233 members 
Mstep: Class 22 contains 4650 members 
Mstep: Class 23 contains 20573 members 
Mstep: Class 24 contains 6985 members 
Mstep: Class 25 contains 29228 members 
Mstep: Class 26 contains 23834 members 
Mstep: Class 27 contains 25482 members 
Mstep: Class 28 contains 19729 members 
Mstep: Class 29 contains 41196 members 
Mstep: Class 30 contains 32654 members 
Mstep: Class 31 contains 3521 members 
Mstep: Class 32 contains 2866 members 
Entering Unmasked Estep 
Score: -87957152.000000 Penalty: 65281.242188
Splitting cluster 22 changes total score from -87868256.000000 to -87957152.000000
So it's getting split into cluster 32.
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 58303 members 
Mstep: Class 2 contains 10161 members 
Mstep: Class 4 contains 50907 members 
Mstep: Class 5 contains 6310 members 
Mstep: Class 6 contains 11586 members 
Mstep: Class 7 contains 78969 members 
Mstep: Class 8 contains 11996 members 
Mstep: Class 9 contains 11194 members 
Mstep: Class 10 contains 11439 members 
Mstep: Class 11 contains 22997 members 
Mstep: Class 12 contains 6298 members 
Mstep: Class 13 contains 14864 members 
Mstep: Class 14 contains 37148 members 
Mstep: Class 15 contains 17264 members 
Mstep: Class 16 contains 23214 members 
Mstep: Class 17 contains 25675 members 
Mstep: Class 18 contains 21900 members 
Mstep: Class 19 contains 662 members 
Mstep: Class 20 contains 223242 members 
Mstep: Class 21 contains 38233 members 
Mstep: Class 22 contains 4650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87973704.000000 Penalty: 65281.242188
Iteration 39Q: 33 clusters Score -8.79737e+07 nChanged 22846
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 59654 members 
Mstep: Class 2 contains 10321 members 
Mstep: Class 3 contains 6727 members 
Mstep: Class 4 contains 51067 members 
Mstep: Class 5 contains 6780 members 
Mstep: Class 6 contains 11584 members 
Mstep: Class 7 contains 81270 members 
Mstep: Class 8 contains 12077 members 
Mstep: Class 9 contains 11259 members 
Mstep: Class 10 contains 11583 members 
Mstep: Class 11 contains 22894 members 
Mstep: Class 12 contains 6407 members 
Mstep: Class 13 contains 14976 members 
Mstep: Class 14 contains 37561 members 
Mstep: Class 15 contains 17329 members 
Mstep: Class 16 contains 23615 members 
Mstep: Class 17 contains 26144 members 
Mstep: Class 18 contains 22059 members 
Mstep: Class 19 contains 942 members 
Mstep: Class 20 contains 223880 members 
Mstep: Class 21 contains 38089 members 
Mstep: Class 22 contains 4724 members 
Mstep: Class 23 contains 18541 members 
Mstep: Class 24 contains 6285 members 
Mstep: Class 25 contains 28940 members 
Mstep: Class 26 contains 24158 members 
Mstep: Class 27 contains 25620 members 
Mstep: Class 28 contains 19003 members 
Mstep: Class 29 contains 39563 members 
Mstep: Class 30 contains 30117 members 
Mstep: Class 31 contains 3712 members 
Mstep: Class 32 contains 2838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87988840.000000 Penalty: 65281.242188
Iteration 40F: 33 clusters Score -8.798884e+07 nChanged 18010
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 60110 members 
Mstep: Class 2 contains 10043 members 
Mstep: Class 3 contains 6774 members 
Mstep: Class 4 contains 50638 members 
Mstep: Class 5 contains 6979 members 
Mstep: Class 6 contains 11350 members 
Mstep: Class 7 contains 81777 members 
Mstep: Class 8 contains 11863 members 
Mstep: Class 9 contains 11226 members 
Mstep: Class 10 contains 11487 members 
Mstep: Class 11 contains 22259 members 
Mstep: Class 12 contains 6429 members 
Mstep: Class 13 contains 15343 members 
Mstep: Class 14 contains 37451 members 
Mstep: Class 15 contains 17238 members 
Mstep: Class 16 contains 23461 members 
Mstep: Class 17 contains 26217 members 
Mstep: Class 18 contains 22075 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 222190 members 
Mstep: Class 21 contains 37743 members 
Mstep: Class 22 contains 4792 members 
Mstep: Class 23 contains 17729 members 
Mstep: Class 24 contains 6129 members 
Mstep: Class 25 contains 29838 members 
Mstep: Class 26 contains 24409 members 
Mstep: Class 27 contains 26180 members 
Mstep: Class 28 contains 20183 members 
Mstep: Class 29 contains 39628 members 
Mstep: Class 30 contains 29767 members 
Mstep: Class 31 contains 4318 members 
Mstep: Class 32 contains 2960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87994616.000000 Penalty: 65281.242188
Iteration 41Q: 33 clusters Score -8.799462e+07 nChanged 10785
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 60457 members 
Mstep: Class 2 contains 9934 members 
Mstep: Class 3 contains 6818 members 
Mstep: Class 4 contains 50257 members 
Mstep: Class 5 contains 7151 members 
Mstep: Class 6 contains 11229 members 
Mstep: Class 7 contains 82210 members 
Mstep: Class 8 contains 11719 members 
Mstep: Class 9 contains 11207 members 
Mstep: Class 10 contains 11454 members 
Mstep: Class 11 contains 21902 members 
Mstep: Class 12 contains 6581 members 
Mstep: Class 13 contains 15644 members 
Mstep: Class 14 contains 37404 members 
Mstep: Class 15 contains 17203 members 
Mstep: Class 16 contains 23588 members 
Mstep: Class 17 contains 26344 members 
Mstep: Class 18 contains 22082 members 
Mstep: Class 19 contains 1210 members 
Mstep: Class 20 contains 220844 members 
Mstep: Class 21 contains 37478 members 
Mstep: Class 22 contains 4848 members 
Mstep: Class 23 contains 16967 members 
Mstep: Class 24 contains 5983 members 
Mstep: Class 25 contains 30705 members 
Mstep: Class 26 contains 24485 members 
Mstep: Class 27 contains 26417 members 
Mstep: Class 28 contains 20855 members 
Mstep: Class 29 contains 39515 members 
Mstep: Class 30 contains 29429 members 
Mstep: Class 31 contains 4786 members 
Mstep: Class 32 contains 3038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87996816.000000 Penalty: 65281.242188
Iteration 42Q: 33 clusters Score -8.799682e+07 nChanged 8455
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 60681 members 
Mstep: Class 2 contains 9877 members 
Mstep: Class 3 contains 6853 members 
Mstep: Class 4 contains 49972 members 
Mstep: Class 5 contains 7317 members 
Mstep: Class 6 contains 11158 members 
Mstep: Class 7 contains 82444 members 
Mstep: Class 8 contains 11637 members 
Mstep: Class 9 contains 11198 members 
Mstep: Class 10 contains 11450 members 
Mstep: Class 11 contains 21704 members 
Mstep: Class 12 contains 6737 members 
Mstep: Class 13 contains 15883 members 
Mstep: Class 14 contains 37420 members 
Mstep: Class 15 contains 17189 members 
Mstep: Class 16 contains 23759 members 
Mstep: Class 17 contains 26529 members 
Mstep: Class 18 contains 22086 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 219669 members 
Mstep: Class 21 contains 37237 members 
Mstep: Class 22 contains 4904 members 
Mstep: Class 23 contains 16286 members 
Mstep: Class 24 contains 5858 members 
Mstep: Class 25 contains 31609 members 
Mstep: Class 26 contains 24518 members 
Mstep: Class 27 contains 26512 members 
Mstep: Class 28 contains 21311 members 
Mstep: Class 29 contains 39352 members 
Mstep: Class 30 contains 29083 members 
Mstep: Class 31 contains 5175 members 
Mstep: Class 32 contains 3086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87998736.000000 Penalty: 65281.242188
Iteration 43Q: 33 clusters Score -8.799874e+07 nChanged 7244
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 60871 members 
Mstep: Class 2 contains 9882 members 
Mstep: Class 3 contains 6871 members 
Mstep: Class 4 contains 49715 members 
Mstep: Class 5 contains 7491 members 
Mstep: Class 6 contains 11126 members 
Mstep: Class 7 contains 82478 members 
Mstep: Class 8 contains 11572 members 
Mstep: Class 9 contains 11184 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 21587 members 
Mstep: Class 12 contains 6890 members 
Mstep: Class 13 contains 16113 members 
Mstep: Class 14 contains 37448 members 
Mstep: Class 15 contains 17173 members 
Mstep: Class 16 contains 23941 members 
Mstep: Class 17 contains 26722 members 
Mstep: Class 18 contains 22103 members 
Mstep: Class 19 contains 1275 members 
Mstep: Class 20 contains 218579 members 
Mstep: Class 21 contains 37036 members 
Mstep: Class 22 contains 4939 members 
Mstep: Class 23 contains 15668 members 
Mstep: Class 24 contains 5755 members 
Mstep: Class 25 contains 32537 members 
Mstep: Class 26 contains 24538 members 
Mstep: Class 27 contains 26558 members 
Mstep: Class 28 contains 21644 members 
Mstep: Class 29 contains 39180 members 
Mstep: Class 30 contains 28775 members 
Mstep: Class 31 contains 5524 members 
Mstep: Class 32 contains 3128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88000120.000000 Penalty: 65281.242188
Iteration 44Q: 33 clusters Score -8.800012e+07 nChanged 6384
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 61032 members 
Mstep: Class 2 contains 9879 members 
Mstep: Class 3 contains 6880 members 
Mstep: Class 4 contains 49508 members 
Mstep: Class 5 contains 7644 members 
Mstep: Class 6 contains 11122 members 
Mstep: Class 7 contains 82491 members 
Mstep: Class 8 contains 11511 members 
Mstep: Class 9 contains 11178 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 21501 members 
Mstep: Class 12 contains 7026 members 
Mstep: Class 13 contains 16320 members 
Mstep: Class 14 contains 37466 members 
Mstep: Class 15 contains 17167 members 
Mstep: Class 16 contains 24174 members 
Mstep: Class 17 contains 26882 members 
Mstep: Class 18 contains 22115 members 
Mstep: Class 19 contains 1299 members 
Mstep: Class 20 contains 217561 members 
Mstep: Class 21 contains 36839 members 
Mstep: Class 22 contains 4985 members 
Mstep: Class 23 contains 15101 members 
Mstep: Class 24 contains 5666 members 
Mstep: Class 25 contains 33373 members 
Mstep: Class 26 contains 24547 members 
Mstep: Class 27 contains 26573 members 
Mstep: Class 28 contains 21878 members 
Mstep: Class 29 contains 39070 members 
Mstep: Class 30 contains 28522 members 
Mstep: Class 31 contains 5836 members 
Mstep: Class 32 contains 3157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88000904.000000 Penalty: 65281.242188
Iteration 45Q: 33 clusters Score -8.80009e+07 nChanged 5825
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 61187 members 
Mstep: Class 2 contains 9881 members 
Mstep: Class 3 contains 6891 members 
Mstep: Class 4 contains 49390 members 
Mstep: Class 5 contains 7805 members 
Mstep: Class 6 contains 11112 members 
Mstep: Class 7 contains 82484 members 
Mstep: Class 8 contains 11461 members 
Mstep: Class 9 contains 11170 members 
Mstep: Class 10 contains 11442 members 
Mstep: Class 11 contains 21450 members 
Mstep: Class 12 contains 7172 members 
Mstep: Class 13 contains 16464 members 
Mstep: Class 14 contains 37486 members 
Mstep: Class 15 contains 17165 members 
Mstep: Class 16 contains 24455 members 
Mstep: Class 17 contains 27061 members 
Mstep: Class 18 contains 22140 members 
Mstep: Class 19 contains 1309 members 
Mstep: Class 20 contains 216622 members 
Mstep: Class 21 contains 36660 members 
Mstep: Class 22 contains 5020 members 
Mstep: Class 23 contains 14522 members 
Mstep: Class 24 contains 5564 members 
Mstep: Class 25 contains 34162 members 
Mstep: Class 26 contains 24554 members 
Mstep: Class 27 contains 26590 members 
Mstep: Class 28 contains 22031 members 
Mstep: Class 29 contains 38967 members 
Mstep: Class 30 contains 28221 members 
Mstep: Class 31 contains 6118 members 
Mstep: Class 32 contains 3188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88002008.000000 Penalty: 65281.242188
Iteration 46Q: 33 clusters Score -8.800201e+07 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 61295 members 
Mstep: Class 2 contains 9896 members 
Mstep: Class 3 contains 6902 members 
Mstep: Class 4 contains 49322 members 
Mstep: Class 5 contains 7959 members 
Mstep: Class 6 contains 11138 members 
Mstep: Class 7 contains 82399 members 
Mstep: Class 8 contains 11422 members 
Mstep: Class 9 contains 11168 members 
Mstep: Class 10 contains 11442 members 
Mstep: Class 11 contains 21418 members 
Mstep: Class 12 contains 7291 members 
Mstep: Class 13 contains 16599 members 
Mstep: Class 14 contains 37514 members 
Mstep: Class 15 contains 17163 members 
Mstep: Class 16 contains 24679 members 
Mstep: Class 17 contains 27235 members 
Mstep: Class 18 contains 22165 members 
Mstep: Class 19 contains 1319 members 
Mstep: Class 20 contains 215767 members 
Mstep: Class 21 contains 36495 members 
Mstep: Class 22 contains 5047 members 
Mstep: Class 23 contains 13991 members 
Mstep: Class 24 contains 5474 members 
Mstep: Class 25 contains 34932 members 
Mstep: Class 26 contains 24560 members 
Mstep: Class 27 contains 26592 members 
Mstep: Class 28 contains 22128 members 
Mstep: Class 29 contains 38905 members 
Mstep: Class 30 contains 27950 members 
Mstep: Class 31 contains 6365 members 
Mstep: Class 32 contains 3212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88002896.000000 Penalty: 65281.242188
Iteration 47Q: 33 clusters Score -8.80029e+07 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 61375 members 
Mstep: Class 2 contains 9892 members 
Mstep: Class 3 contains 6908 members 
Mstep: Class 4 contains 49274 members 
Mstep: Class 5 contains 8089 members 
Mstep: Class 6 contains 11151 members 
Mstep: Class 7 contains 82307 members 
Mstep: Class 8 contains 11395 members 
Mstep: Class 9 contains 11166 members 
Mstep: Class 10 contains 11440 members 
Mstep: Class 11 contains 21381 members 
Mstep: Class 12 contains 7399 members 
Mstep: Class 13 contains 16723 members 
Mstep: Class 14 contains 37540 members 
Mstep: Class 15 contains 17163 members 
Mstep: Class 16 contains 24920 members 
Mstep: Class 17 contains 27366 members 
Mstep: Class 18 contains 22174 members 
Mstep: Class 19 contains 1327 members 
Mstep: Class 20 contains 215044 members 
Mstep: Class 21 contains 36350 members 
Mstep: Class 22 contains 5065 members 
Mstep: Class 23 contains 13503 members 
Mstep: Class 24 contains 5395 members 
Mstep: Class 25 contains 35649 members 
Mstep: Class 26 contains 24564 members 
Mstep: Class 27 contains 26587 members 
Mstep: Class 28 contains 22229 members 
Mstep: Class 29 contains 38857 members 
Mstep: Class 30 contains 27694 members 
Mstep: Class 31 contains 6577 members 
Mstep: Class 32 contains 3240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88004016.000000 Penalty: 65281.242188
Iteration 48Q: 33 clusters Score -8.800402e+07 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 61426 members 
Mstep: Class 2 contains 9880 members 
Mstep: Class 3 contains 6911 members 
Mstep: Class 4 contains 49238 members 
Mstep: Class 5 contains 8224 members 
Mstep: Class 6 contains 11182 members 
Mstep: Class 7 contains 82136 members 
Mstep: Class 8 contains 11369 members 
Mstep: Class 9 contains 11166 members 
Mstep: Class 10 contains 11438 members 
Mstep: Class 11 contains 21357 members 
Mstep: Class 12 contains 7512 members 
Mstep: Class 13 contains 16871 members 
Mstep: Class 14 contains 37559 members 
Mstep: Class 15 contains 17161 members 
Mstep: Class 16 contains 25118 members 
Mstep: Class 17 contains 27452 members 
Mstep: Class 18 contains 22181 members 
Mstep: Class 19 contains 1340 members 
Mstep: Class 20 contains 214407 members 
Mstep: Class 21 contains 36228 members 
Mstep: Class 22 contains 5081 members 
Mstep: Class 23 contains 13078 members 
Mstep: Class 24 contains 5309 members 
Mstep: Class 25 contains 36341 members 
Mstep: Class 26 contains 24565 members 
Mstep: Class 27 contains 26576 members 
Mstep: Class 28 contains 22271 members 
Mstep: Class 29 contains 38810 members 
Mstep: Class 30 contains 27507 members 
Mstep: Class 31 contains 6784 members 
Mstep: Class 32 contains 3266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88004992.000000 Penalty: 65281.242188
Iteration 49Q: 33 clusters Score -8.800499e+07 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 61440 members 
Mstep: Class 2 contains 9864 members 
Mstep: Class 3 contains 6916 members 
Mstep: Class 4 contains 49232 members 
Mstep: Class 5 contains 8335 members 
Mstep: Class 6 contains 11205 members 
Mstep: Class 7 contains 81951 members 
Mstep: Class 8 contains 11345 members 
Mstep: Class 9 contains 11165 members 
Mstep: Class 10 contains 11440 members 
Mstep: Class 11 contains 21340 members 
Mstep: Class 12 contains 7619 members 
Mstep: Class 13 contains 16969 members 
Mstep: Class 14 contains 37574 members 
Mstep: Class 15 contains 17162 members 
Mstep: Class 16 contains 25297 members 
Mstep: Class 17 contains 27580 members 
Mstep: Class 18 contains 22189 members 
Mstep: Class 19 contains 1338 members 
Mstep: Class 20 contains 213856 members 
Mstep: Class 21 contains 36123 members 
Mstep: Class 22 contains 5089 members 
Mstep: Class 23 contains 12678 members 
Mstep: Class 24 contains 5230 members 
Mstep: Class 25 contains 36973 members 
Mstep: Class 26 contains 24564 members 
Mstep: Class 27 contains 26567 members 
Mstep: Class 28 contains 22333 members 
Mstep: Class 29 contains 38782 members 
Mstep: Class 30 contains 27346 members 
Mstep: Class 31 contains 6945 members 
Mstep: Class 32 contains 3297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88005408.000000 Penalty: 65281.242188
Iteration 50Q: 33 clusters Score -8.800541e+07 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 61433 members 
Mstep: Class 2 contains 9870 members 
Mstep: Class 3 contains 6920 members 
Mstep: Class 4 contains 49230 members 
Mstep: Class 5 contains 8414 members 
Mstep: Class 6 contains 11245 members 
Mstep: Class 7 contains 81737 members 
Mstep: Class 8 contains 11314 members 
Mstep: Class 9 contains 11164 members 
Mstep: Class 10 contains 11438 members 
Mstep: Class 11 contains 21326 members 
Mstep: Class 12 contains 7714 members 
Mstep: Class 13 contains 17046 members 
Mstep: Class 14 contains 37582 members 
Mstep: Class 15 contains 17163 members 
Mstep: Class 16 contains 25474 members 
Mstep: Class 17 contains 27719 members 
Mstep: Class 18 contains 22190 members 
Mstep: Class 19 contains 1335 members 
Mstep: Class 20 contains 213391 members 
Mstep: Class 21 contains 36034 members 
Mstep: Class 22 contains 5082 members 
Mstep: Class 23 contains 12291 members 
Mstep: Class 24 contains 5160 members 
Mstep: Class 25 contains 37547 members 
Mstep: Class 26 contains 24567 members 
Mstep: Class 27 contains 26554 members 
Mstep: Class 28 contains 22408 members 
Mstep: Class 29 contains 38760 members 
Mstep: Class 30 contains 27231 members 
Mstep: Class 31 contains 7093 members 
Mstep: Class 32 contains 3312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88006088.000000 Penalty: 65281.242188
Iteration 51Q: 33 clusters Score -8.800609e+07 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 61390 members 
Mstep: Class 2 contains 9872 members 
Mstep: Class 3 contains 6922 members 
Mstep: Class 4 contains 49259 members 
Mstep: Class 5 contains 8490 members 
Mstep: Class 6 contains 11295 members 
Mstep: Class 7 contains 81505 members 
Mstep: Class 8 contains 11303 members 
Mstep: Class 9 contains 11160 members 
Mstep: Class 10 contains 11440 members 
Mstep: Class 11 contains 21314 members 
Mstep: Class 12 contains 7798 members 
Mstep: Class 13 contains 17119 members 
Mstep: Class 14 contains 37601 members 
Mstep: Class 15 contains 17165 members 
Mstep: Class 16 contains 25631 members 
Mstep: Class 17 contains 27824 members 
Mstep: Class 18 contains 22196 members 
Mstep: Class 19 contains 1337 members 
Mstep: Class 20 contains 213000 members 
Mstep: Class 21 contains 35956 members 
Mstep: Class 22 contains 5076 members 
Mstep: Class 23 contains 11949 members 
Mstep: Class 24 contains 5090 members 
Mstep: Class 25 contains 38110 members 
Mstep: Class 26 contains 24568 members 
Mstep: Class 27 contains 26537 members 
Mstep: Class 28 contains 22463 members 
Mstep: Class 29 contains 38741 members 
Mstep: Class 30 contains 27104 members 
Mstep: Class 31 contains 7202 members 
Mstep: Class 32 contains 3327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88006192.000000 Penalty: 65281.242188
Iteration 52Q: 33 clusters Score -8.800619e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 61352 members 
Mstep: Class 2 contains 9885 members 
Mstep: Class 3 contains 6925 members 
Mstep: Class 4 contains 49284 members 
Mstep: Class 5 contains 8540 members 
Mstep: Class 6 contains 11320 members 
Mstep: Class 7 contains 81270 members 
Mstep: Class 8 contains 11292 members 
Mstep: Class 9 contains 11160 members 
Mstep: Class 10 contains 11439 members 
Mstep: Class 11 contains 21306 members 
Mstep: Class 12 contains 7873 members 
Mstep: Class 13 contains 17176 members 
Mstep: Class 14 contains 37619 members 
Mstep: Class 15 contains 17166 members 
Mstep: Class 16 contains 25743 members 
Mstep: Class 17 contains 27961 members 
Mstep: Class 18 contains 22210 members 
Mstep: Class 19 contains 1336 members 
Mstep: Class 20 contains 212662 members 
Mstep: Class 21 contains 35910 members 
Mstep: Class 22 contains 5080 members 
Mstep: Class 23 contains 11680 members 
Mstep: Class 24 contains 5034 members 
Mstep: Class 25 contains 38610 members 
Mstep: Class 26 contains 24567 members 
Mstep: Class 27 contains 26537 members 
Mstep: Class 28 contains 22472 members 
Mstep: Class 29 contains 38708 members 
Mstep: Class 30 contains 26989 members 
Mstep: Class 31 contains 7295 members 
Mstep: Class 32 contains 3343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88006128.000000 Penalty: 65281.242188
Iteration 53Q: 33 clusters Score -8.800613e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 61327 members 
Mstep: Class 2 contains 9886 members 
Mstep: Class 3 contains 6925 members 
Mstep: Class 4 contains 49327 members 
Mstep: Class 5 contains 8588 members 
Mstep: Class 6 contains 11357 members 
Mstep: Class 7 contains 81065 members 
Mstep: Class 8 contains 11283 members 
Mstep: Class 9 contains 11161 members 
Mstep: Class 10 contains 11440 members 
Mstep: Class 11 contains 21292 members 
Mstep: Class 12 contains 7943 members 
Mstep: Class 13 contains 17232 members 
Mstep: Class 14 contains 37634 members 
Mstep: Class 15 contains 17165 members 
Mstep: Class 16 contains 25820 members 
Mstep: Class 17 contains 28076 members 
Mstep: Class 18 contains 22217 members 
Mstep: Class 19 contains 1337 members 
Mstep: Class 20 contains 212393 members 
Mstep: Class 21 contains 35871 members 
Mstep: Class 22 contains 5072 members 
Mstep: Class 23 contains 11408 members 
Mstep: Class 24 contains 4985 members 
Mstep: Class 25 contains 39079 members 
Mstep: Class 26 contains 24568 members 
Mstep: Class 27 contains 26527 members 
Mstep: Class 28 contains 22472 members 
Mstep: Class 29 contains 38696 members 
Mstep: Class 30 contains 26879 members 
Mstep: Class 31 contains 7367 members 
Mstep: Class 32 contains 3352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88006416.000000 Penalty: 65281.242188
Iteration 54Q: 33 clusters Score -8.800642e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 61300 members 
Mstep: Class 2 contains 9871 members 
Mstep: Class 3 contains 6928 members 
Mstep: Class 4 contains 49370 members 
Mstep: Class 5 contains 8625 members 
Mstep: Class 6 contains 11398 members 
Mstep: Class 7 contains 80893 members 
Mstep: Class 8 contains 11275 members 
Mstep: Class 9 contains 11159 members 
Mstep: Class 10 contains 11439 members 
Mstep: Class 11 contains 21290 members 
Mstep: Class 12 contains 7989 members 
Mstep: Class 13 contains 17289 members 
Mstep: Class 14 contains 37648 members 
Mstep: Class 15 contains 17166 members 
Mstep: Class 16 contains 25898 members 
Mstep: Class 17 contains 28202 members 
Mstep: Class 18 contains 22234 members 
Mstep: Class 19 contains 1339 members 
Mstep: Class 20 contains 212126 members 
Mstep: Class 21 contains 35847 members 
Mstep: Class 22 contains 5061 members 
Mstep: Class 23 contains 11153 members 
Mstep: Class 24 contains 4954 members 
Mstep: Class 25 contains 39488 members 
Mstep: Class 26 contains 24569 members 
Mstep: Class 27 contains 26513 members 
Mstep: Class 28 contains 22474 members 
Mstep: Class 29 contains 38696 members 
Mstep: Class 30 contains 26774 members 
Mstep: Class 31 contains 7423 members 
Mstep: Class 32 contains 3353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88006664.000000 Penalty: 65281.242188
Iteration 55Q: 33 clusters Score -8.800666e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 61276 members 
Mstep: Class 2 contains 9856 members 
Mstep: Class 3 contains 6929 members 
Mstep: Class 4 contains 49410 members 
Mstep: Class 5 contains 8669 members 
Mstep: Class 6 contains 11428 members 
Mstep: Class 7 contains 80738 members 
Mstep: Class 8 contains 11268 members 
Mstep: Class 9 contains 11158 members 
Mstep: Class 10 contains 11439 members 
Mstep: Class 11 contains 21286 members 
Mstep: Class 12 contains 8029 members 
Mstep: Class 13 contains 17351 members 
Mstep: Class 14 contains 37666 members 
Mstep: Class 15 contains 17165 members 
Mstep: Class 16 contains 25977 members 
Mstep: Class 17 contains 28310 members 
Mstep: Class 18 contains 22245 members 
Mstep: Class 19 contains 1341 members 
Mstep: Class 20 contains 211873 members 
Mstep: Class 21 contains 35823 members 
Mstep: Class 22 contains 5048 members 
Mstep: Class 23 contains 10930 members 
Mstep: Class 24 contains 4924 members 
Mstep: Class 25 contains 39879 members 
Mstep: Class 26 contains 24569 members 
Mstep: Class 27 contains 26500 members 
Mstep: Class 28 contains 22484 members 
Mstep: Class 29 contains 38688 members 
Mstep: Class 30 contains 26667 members 
Mstep: Class 31 contains 7467 members 
Mstep: Class 32 contains 3351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88006840.000000 Penalty: 65281.242188
Iteration 56Q: 33 clusters Score -8.800684e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 61235 members 
Mstep: Class 2 contains 9846 members 
Mstep: Class 3 contains 6932 members 
Mstep: Class 4 contains 49439 members 
Mstep: Class 5 contains 8713 members 
Mstep: Class 6 contains 11445 members 
Mstep: Class 7 contains 80565 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 11160 members 
Mstep: Class 10 contains 11436 members 
Mstep: Class 11 contains 21283 members 
Mstep: Class 12 contains 8066 members 
Mstep: Class 13 contains 17422 members 
Mstep: Class 14 contains 37680 members 
Mstep: Class 15 contains 17164 members 
Mstep: Class 16 contains 26062 members 
Mstep: Class 17 contains 28401 members 
Mstep: Class 18 contains 22245 members 
Mstep: Class 19 contains 1339 members 
Mstep: Class 20 contains 211644 members 
Mstep: Class 21 contains 35808 members 
Mstep: Class 22 contains 5036 members 
Mstep: Class 23 contains 10751 members 
Mstep: Class 24 contains 4894 members 
Mstep: Class 25 contains 40243 members 
Mstep: Class 26 contains 24570 members 
Mstep: Class 27 contains 26485 members 
Mstep: Class 28 contains 22509 members 
Mstep: Class 29 contains 38695 members 
Mstep: Class 30 contains 26567 members 
Mstep: Class 31 contains 7502 members 
Mstep: Class 32 contains 3349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88007088.000000 Penalty: 65281.242188
Iteration 57Q: 33 clusters Score -8.800709e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 61210 members 
Mstep: Class 2 contains 9833 members 
Mstep: Class 3 contains 6932 members 
Mstep: Class 4 contains 49465 members 
Mstep: Class 5 contains 8756 members 
Mstep: Class 6 contains 11452 members 
Mstep: Class 7 contains 80398 members 
Mstep: Class 8 contains 11248 members 
Mstep: Class 9 contains 11160 members 
Mstep: Class 10 contains 11436 members 
Mstep: Class 11 contains 21280 members 
Mstep: Class 12 contains 8094 members 
Mstep: Class 13 contains 17482 members 
Mstep: Class 14 contains 37695 members 
Mstep: Class 15 contains 17161 members 
Mstep: Class 16 contains 26119 members 
Mstep: Class 17 contains 28487 members 
Mstep: Class 18 contains 22250 members 
Mstep: Class 19 contains 1342 members 
Mstep: Class 20 contains 211459 members 
Mstep: Class 21 contains 35777 members 
Mstep: Class 22 contains 5023 members 
Mstep: Class 23 contains 10586 members 
Mstep: Class 24 contains 4870 members 
Mstep: Class 25 contains 40572 members 
Mstep: Class 26 contains 24570 members 
Mstep: Class 27 contains 26476 members 
Mstep: Class 28 contains 22532 members 
Mstep: Class 29 contains 38707 members 
Mstep: Class 30 contains 26490 members 
Mstep: Class 31 contains 7529 members 
Mstep: Class 32 contains 3353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88007304.000000 Penalty: 65281.242188
Iteration 58Q: 33 clusters Score -8.80073e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 61202 members 
Mstep: Class 2 contains 9822 members 
Mstep: Class 3 contains 6932 members 
Mstep: Class 4 contains 49495 members 
Mstep: Class 5 contains 8795 members 
Mstep: Class 6 contains 11463 members 
Mstep: Class 7 contains 80209 members 
Mstep: Class 8 contains 11245 members 
Mstep: Class 9 contains 11160 members 
Mstep: Class 10 contains 11435 members 
Mstep: Class 11 contains 21279 members 
Mstep: Class 12 contains 8107 members 
Mstep: Class 13 contains 17527 members 
Mstep: Class 14 contains 37706 members 
Mstep: Class 15 contains 17160 members 
Mstep: Class 16 contains 26166 members 
Mstep: Class 17 contains 28566 members 
Mstep: Class 18 contains 22254 members 
Mstep: Class 19 contains 1341 members 
Mstep: Class 20 contains 211317 members 
Mstep: Class 21 contains 35755 members 
Mstep: Class 22 contains 5016 members 
Mstep: Class 23 contains 10427 members 
Mstep: Class 24 contains 4854 members 
Mstep: Class 25 contains 40896 members 
Mstep: Class 26 contains 24570 members 
Mstep: Class 27 contains 26468 members 
Mstep: Class 28 contains 22529 members 
Mstep: Class 29 contains 38708 members 
Mstep: Class 30 contains 26437 members 
Mstep: Class 31 contains 7548 members 
Mstep: Class 32 contains 3355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88007680.000000 Penalty: 65281.242188
Iteration 59Q: 33 clusters Score -8.800768e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 61172 members 
Mstep: Class 2 contains 9817 members 
Mstep: Class 3 contains 6931 members 
Mstep: Class 4 contains 49530 members 
Mstep: Class 5 contains 8817 members 
Mstep: Class 6 contains 11473 members 
Mstep: Class 7 contains 80021 members 
Mstep: Class 8 contains 11246 members 
Mstep: Class 9 contains 11161 members 
Mstep: Class 10 contains 11435 members 
Mstep: Class 11 contains 21278 members 
Mstep: Class 12 contains 8122 members 
Mstep: Class 13 contains 17595 members 
Mstep: Class 14 contains 37710 members 
Mstep: Class 15 contains 17159 members 
Mstep: Class 16 contains 26190 members 
Mstep: Class 17 contains 28625 members 
Mstep: Class 18 contains 22258 members 
Mstep: Class 19 contains 1337 members 
Mstep: Class 20 contains 211240 members 
Mstep: Class 21 contains 35733 members 
Mstep: Class 22 contains 5008 members 
Mstep: Class 23 contains 10290 members 
Mstep: Class 24 contains 4849 members 
Mstep: Class 25 contains 41185 members 
Mstep: Class 26 contains 24572 members 
Mstep: Class 27 contains 26461 members 
Mstep: Class 28 contains 22516 members 
Mstep: Class 29 contains 38704 members 
Mstep: Class 30 contains 26391 members 
Mstep: Class 31 contains 7557 members 
Mstep: Class 32 contains 3361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88008040.000000 Penalty: 65281.242188
Iteration 60F: 33 clusters Score -8.800804e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 61140 members 
Mstep: Class 2 contains 9808 members 
Mstep: Class 3 contains 6933 members 
Mstep: Class 4 contains 49522 members 
Mstep: Class 5 contains 8849 members 
Mstep: Class 6 contains 11483 members 
Mstep: Class 7 contains 79821 members 
Mstep: Class 8 contains 11239 members 
Mstep: Class 9 contains 11160 members 
Mstep: Class 10 contains 11436 members 
Mstep: Class 11 contains 21274 members 
Mstep: Class 12 contains 8133 members 
Mstep: Class 13 contains 17653 members 
Mstep: Class 14 contains 37709 members 
Mstep: Class 15 contains 17159 members 
Mstep: Class 16 contains 26204 members 
Mstep: Class 17 contains 28670 members 
Mstep: Class 18 contains 22262 members 
Mstep: Class 19 contains 1359 members 
Mstep: Class 20 contains 211147 members 
Mstep: Class 21 contains 35730 members 
Mstep: Class 22 contains 5001 members 
Mstep: Class 23 contains 10192 members 
Mstep: Class 24 contains 4833 members 
Mstep: Class 25 contains 41449 members 
Mstep: Class 26 contains 24572 members 
Mstep: Class 27 contains 26457 members 
Mstep: Class 28 contains 22518 members 
Mstep: Class 29 contains 38685 members 
Mstep: Class 30 contains 26350 members 
Mstep: Class 31 contains 7630 members 
Mstep: Class 32 contains 3370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88008288.000000 Penalty: 65281.242188
Iteration 61Q: 33 clusters Score -8.800829e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 61110 members 
Mstep: Class 2 contains 9816 members 
Mstep: Class 3 contains 6935 members 
Mstep: Class 4 contains 49516 members 
Mstep: Class 5 contains 8870 members 
Mstep: Class 6 contains 11499 members 
Mstep: Class 7 contains 79630 members 
Mstep: Class 8 contains 11230 members 
Mstep: Class 9 contains 11161 members 
Mstep: Class 10 contains 11438 members 
Mstep: Class 11 contains 21267 members 
Mstep: Class 12 contains 8151 members 
Mstep: Class 13 contains 17698 members 
Mstep: Class 14 contains 37719 members 
Mstep: Class 15 contains 17159 members 
Mstep: Class 16 contains 26212 members 
Mstep: Class 17 contains 28715 members 
Mstep: Class 18 contains 22263 members 
Mstep: Class 19 contains 1360 members 
Mstep: Class 20 contains 211076 members 
Mstep: Class 21 contains 35726 members 
Mstep: Class 22 contains 4995 members 
Mstep: Class 23 contains 10113 members 
Mstep: Class 24 contains 4823 members 
Mstep: Class 25 contains 41715 members 
Mstep: Class 26 contains 24573 members 
Mstep: Class 27 contains 26452 members 
Mstep: Class 28 contains 22508 members 
Mstep: Class 29 contains 38643 members 
Mstep: Class 30 contains 26312 members 
Mstep: Class 31 contains 7686 members 
Mstep: Class 32 contains 3379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88008256.000000 Penalty: 65281.242188
Iteration 62Q: 33 clusters Score -8.800826e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 61075 members 
Mstep: Class 2 contains 9819 members 
Mstep: Class 3 contains 6940 members 
Mstep: Class 4 contains 49517 members 
Mstep: Class 5 contains 8886 members 
Mstep: Class 6 contains 11510 members 
Mstep: Class 7 contains 79435 members 
Mstep: Class 8 contains 11223 members 
Mstep: Class 9 contains 11162 members 
Mstep: Class 10 contains 11438 members 
Mstep: Class 11 contains 21260 members 
Mstep: Class 12 contains 8171 members 
Mstep: Class 13 contains 17739 members 
Mstep: Class 14 contains 37722 members 
Mstep: Class 15 contains 17158 members 
Mstep: Class 16 contains 26217 members 
Mstep: Class 17 contains 28801 members 
Mstep: Class 18 contains 22262 members 
Mstep: Class 19 contains 1352 members 
Mstep: Class 20 contains 211007 members 
Mstep: Class 21 contains 35740 members 
Mstep: Class 22 contains 4983 members 
Mstep: Class 23 contains 10036 members 
Mstep: Class 24 contains 4808 members 
Mstep: Class 25 contains 41951 members 
Mstep: Class 26 contains 24574 members 
Mstep: Class 27 contains 26451 members 
Mstep: Class 28 contains 22495 members 
Mstep: Class 29 contains 38616 members 
Mstep: Class 30 contains 26270 members 
Mstep: Class 31 contains 7741 members 
Mstep: Class 32 contains 3391 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 63Q: 33 clusters Score -8.800867e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 61033 members 
Mstep: Class 2 contains 9830 members 
Mstep: Class 3 contains 6949 members 
Mstep: Class 4 contains 49526 members 
Mstep: Class 5 contains 8906 members 
Mstep: Class 6 contains 11529 members 
Mstep: Class 7 contains 79241 members 
Mstep: Class 8 contains 11219 members 
Mstep: Class 9 contains 11161 members 
Mstep: Class 10 contains 11438 members 
Mstep: Class 11 contains 21258 members 
Mstep: Class 12 contains 8183 members 
Mstep: Class 13 contains 17764 members 
Mstep: Class 14 contains 37724 members 
Mstep: Class 15 contains 17158 members 
Mstep: Class 16 contains 26238 members 
Mstep: Class 17 contains 28866 members 
Mstep: Class 18 contains 22264 members 
Mstep: Class 19 contains 1351 members 
Mstep: Class 20 contains 210933 members 
Mstep: Class 21 contains 35753 members 
Mstep: Class 22 contains 4972 members 
Mstep: Class 23 contains 9963 members 
Mstep: Class 24 contains 4805 members 
Mstep: Class 25 contains 42193 members 
Mstep: Class 26 contains 24575 members 
Mstep: Class 27 contains 26447 members 
Mstep: Class 28 contains 22482 members 
Mstep: Class 29 contains 38588 members 
Mstep: Class 30 contains 26223 members 
Mstep: Class 31 contains 7785 members 
Mstep: Class 32 contains 3393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88008608.000000 Penalty: 65281.242188
Iteration 64Q: 33 clusters Score -8.800861e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 61010 members 
Mstep: Class 2 contains 9844 members 
Mstep: Class 3 contains 6951 members 
Mstep: Class 4 contains 49528 members 
Mstep: Class 5 contains 8918 members 
Mstep: Class 6 contains 11542 members 
Mstep: Class 7 contains 79062 members 
Mstep: Class 8 contains 11214 members 
Mstep: Class 9 contains 11162 members 
Mstep: Class 10 contains 11437 members 
Mstep: Class 11 contains 21254 members 
Mstep: Class 12 contains 8195 members 
Mstep: Class 13 contains 17789 members 
Mstep: Class 14 contains 37728 members 
Mstep: Class 15 contains 17158 members 
Mstep: Class 16 contains 26263 members 
Mstep: Class 17 contains 28925 members 
Mstep: Class 18 contains 22269 members 
Mstep: Class 19 contains 1349 members 
Mstep: Class 20 contains 210834 members 
Mstep: Class 21 contains 35765 members 
Mstep: Class 22 contains 4964 members 
Mstep: Class 23 contains 9902 members 
Mstep: Class 24 contains 4800 members 
Mstep: Class 25 contains 42429 members 
Mstep: Class 26 contains 24573 members 
Mstep: Class 27 contains 26448 members 
Mstep: Class 28 contains 22460 members 
Mstep: Class 29 contains 38564 members 
Mstep: Class 30 contains 26192 members 
Mstep: Class 31 contains 7827 members 
Mstep: Class 32 contains 3394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88008728.000000 Penalty: 65281.242188
Iteration 65Q: 33 clusters Score -8.800873e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 61001 members 
Mstep: Class 2 contains 9844 members 
Mstep: Class 3 contains 6951 members 
Mstep: Class 4 contains 49532 members 
Mstep: Class 5 contains 8939 members 
Mstep: Class 6 contains 11555 members 
Mstep: Class 7 contains 78904 members 
Mstep: Class 8 contains 11210 members 
Mstep: Class 9 contains 11162 members 
Mstep: Class 10 contains 11437 members 
Mstep: Class 11 contains 21251 members 
Mstep: Class 12 contains 8211 members 
Mstep: Class 13 contains 17810 members 
Mstep: Class 14 contains 37731 members 
Mstep: Class 15 contains 17158 members 
Mstep: Class 16 contains 26280 members 
Mstep: Class 17 contains 28966 members 
Mstep: Class 18 contains 22274 members 
Mstep: Class 19 contains 1345 members 
Mstep: Class 20 contains 210727 members 
Mstep: Class 21 contains 35771 members 
Mstep: Class 22 contains 4956 members 
Mstep: Class 23 contains 9851 members 
Mstep: Class 24 contains 4795 members 
Mstep: Class 25 contains 42649 members 
Mstep: Class 26 contains 24573 members 
Mstep: Class 27 contains 26451 members 
Mstep: Class 28 contains 22435 members 
Mstep: Class 29 contains 38563 members 
Mstep: Class 30 contains 26158 members 
Mstep: Class 31 contains 7865 members 
Mstep: Class 32 contains 3395 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 66Q: 33 clusters Score -8.800894e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 60995 members 
Mstep: Class 2 contains 9848 members 
Mstep: Class 3 contains 6954 members 
Mstep: Class 4 contains 49532 members 
Mstep: Class 5 contains 8949 members 
Mstep: Class 6 contains 11564 members 
Mstep: Class 7 contains 78765 members 
Mstep: Class 8 contains 11207 members 
Mstep: Class 9 contains 11162 members 
Mstep: Class 10 contains 11437 members 
Mstep: Class 11 contains 21249 members 
Mstep: Class 12 contains 8224 members 
Mstep: Class 13 contains 17828 members 
Mstep: Class 14 contains 37734 members 
Mstep: Class 15 contains 17158 members 
Mstep: Class 16 contains 26274 members 
Mstep: Class 17 contains 28988 members 
Mstep: Class 18 contains 22280 members 
Mstep: Class 19 contains 1342 members 
Mstep: Class 20 contains 210638 members 
Mstep: Class 21 contains 35779 members 
Mstep: Class 22 contains 4953 members 
Mstep: Class 23 contains 9799 members 
Mstep: Class 24 contains 4791 members 
Mstep: Class 25 contains 42857 members 
Mstep: Class 26 contains 24573 members 
Mstep: Class 27 contains 26450 members 
Mstep: Class 28 contains 22429 members 
Mstep: Class 29 contains 38551 members 
Mstep: Class 30 contains 26143 members 
Mstep: Class 31 contains 7903 members 
Mstep: Class 32 contains 3394 members 
Entering Unmasked Estep 
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Iteration 67Q: 33 clusters Score -8.800919e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 60987 members 
Mstep: Class 2 contains 9844 members 
Mstep: Class 3 contains 6954 members 
Mstep: Class 4 contains 49532 members 
Mstep: Class 5 contains 8955 members 
Mstep: Class 6 contains 11588 members 
Mstep: Class 7 contains 78658 members 
Mstep: Class 8 contains 11205 members 
Mstep: Class 9 contains 11163 members 
Mstep: Class 10 contains 11437 members 
Mstep: Class 11 contains 21247 members 
Mstep: Class 12 contains 8233 members 
Mstep: Class 13 contains 17845 members 
Mstep: Class 14 contains 37735 members 
Mstep: Class 15 contains 17158 members 
Mstep: Class 16 contains 26289 members 
Mstep: Class 17 contains 29009 members 
Mstep: Class 18 contains 22282 members 
Mstep: Class 19 contains 1343 members 
Mstep: Class 20 contains 210530 members 
Mstep: Class 21 contains 35786 members 
Mstep: Class 22 contains 4950 members 
Mstep: Class 23 contains 9757 members 
Mstep: Class 24 contains 4788 members 
Mstep: Class 25 contains 43036 members 
Mstep: Class 26 contains 24573 members 
Mstep: Class 27 contains 26445 members 
Mstep: Class 28 contains 22421 members 
Mstep: Class 29 contains 38548 members 
Mstep: Class 30 contains 26129 members 
Mstep: Class 31 contains 7931 members 
Mstep: Class 32 contains 3392 members 
Entering Unmasked Estep 
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Iteration 68Q: 33 clusters Score -8.800898e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 60980 members 
Mstep: Class 2 contains 9834 members 
Mstep: Class 3 contains 6956 members 
Mstep: Class 4 contains 49527 members 
Mstep: Class 5 contains 8966 members 
Mstep: Class 6 contains 11602 members 
Mstep: Class 7 contains 78556 members 
Mstep: Class 8 contains 11204 members 
Mstep: Class 9 contains 11163 members 
Mstep: Class 10 contains 11437 members 
Mstep: Class 11 contains 21245 members 
Mstep: Class 12 contains 8236 members 
Mstep: Class 13 contains 17867 members 
Mstep: Class 14 contains 37733 members 
Mstep: Class 15 contains 17158 members 
Mstep: Class 16 contains 26275 members 
Mstep: Class 17 contains 29045 members 
Mstep: Class 18 contains 22284 members 
Mstep: Class 19 contains 1344 members 
Mstep: Class 20 contains 210443 members 
Mstep: Class 21 contains 35799 members 
Mstep: Class 22 contains 4947 members 
Mstep: Class 23 contains 9722 members 
Mstep: Class 24 contains 4785 members 
Mstep: Class 25 contains 43205 members 
Mstep: Class 26 contains 24573 members 
Mstep: Class 27 contains 26445 members 
Mstep: Class 28 contains 22412 members 
Mstep: Class 29 contains 38542 members 
Mstep: Class 30 contains 26118 members 
Mstep: Class 31 contains 7956 members 
Mstep: Class 32 contains 3391 members 
Entering Unmasked Estep 
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Iteration 69Q: 33 clusters Score -8.800894e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 60971 members 
Mstep: Class 2 contains 9824 members 
Mstep: Class 3 contains 6958 members 
Mstep: Class 4 contains 49528 members 
Mstep: Class 5 contains 8988 members 
Mstep: Class 6 contains 11611 members 
Mstep: Class 7 contains 78469 members 
Mstep: Class 8 contains 11201 members 
Mstep: Class 9 contains 11163 members 
Mstep: Class 10 contains 11437 members 
Mstep: Class 11 contains 21244 members 
Mstep: Class 12 contains 8243 members 
Mstep: Class 13 contains 17891 members 
Mstep: Class 14 contains 37741 members 
Mstep: Class 15 contains 17158 members 
Mstep: Class 16 contains 26265 members 
Mstep: Class 17 contains 29055 members 
Mstep: Class 18 contains 22289 members 
Mstep: Class 19 contains 1346 members 
Mstep: Class 20 contains 210354 members 
Mstep: Class 21 contains 35824 members 
Mstep: Class 22 contains 4939 members 
Mstep: Class 23 contains 9691 members 
Mstep: Class 24 contains 4782 members 
Mstep: Class 25 contains 43356 members 
Mstep: Class 26 contains 24575 members 
Mstep: Class 27 contains 26444 members 
Mstep: Class 28 contains 22394 members 
Mstep: Class 29 contains 38536 members 
Mstep: Class 30 contains 26106 members 
Mstep: Class 31 contains 7979 members 
Mstep: Class 32 contains 3388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88008976.000000 Penalty: 65281.242188
Iteration 70Q: 33 clusters Score -8.800898e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 60953 members 
Mstep: Class 2 contains 9824 members 
Mstep: Class 3 contains 6958 members 
Mstep: Class 4 contains 49535 members 
Mstep: Class 5 contains 8995 members 
Mstep: Class 6 contains 11609 members 
Mstep: Class 7 contains 78409 members 
Mstep: Class 8 contains 11199 members 
Mstep: Class 9 contains 11163 members 
Mstep: Class 10 contains 11437 members 
Mstep: Class 11 contains 21241 members 
Mstep: Class 12 contains 8243 members 
Mstep: Class 13 contains 17909 members 
Mstep: Class 14 contains 37744 members 
Mstep: Class 15 contains 17158 members 
Mstep: Class 16 contains 26252 members 
Mstep: Class 17 contains 29071 members 
Mstep: Class 18 contains 22293 members 
Mstep: Class 19 contains 1348 members 
Mstep: Class 20 contains 210267 members 
Mstep: Class 21 contains 35852 members 
Mstep: Class 22 contains 4936 members 
Mstep: Class 23 contains 9662 members 
Mstep: Class 24 contains 4780 members 
Mstep: Class 25 contains 43487 members 
Mstep: Class 26 contains 24576 members 
Mstep: Class 27 contains 26445 members 
Mstep: Class 28 contains 22389 members 
Mstep: Class 29 contains 38533 members 
Mstep: Class 30 contains 26090 members 
Mstep: Class 31 contains 8003 members 
Mstep: Class 32 contains 3389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88008888.000000 Penalty: 65281.242188
Iteration 71Q: 33 clusters Score -8.800889e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 60939 members 
Mstep: Class 2 contains 9817 members 
Mstep: Class 3 contains 6958 members 
Mstep: Class 4 contains 49539 members 
Mstep: Class 5 contains 9003 members 
Mstep: Class 6 contains 11609 members 
Mstep: Class 7 contains 78345 members 
Mstep: Class 8 contains 11196 members 
Mstep: Class 9 contains 11163 members 
Mstep: Class 10 contains 11437 members 
Mstep: Class 11 contains 21239 members 
Mstep: Class 12 contains 8244 members 
Mstep: Class 13 contains 17917 members 
Mstep: Class 14 contains 37747 members 
Mstep: Class 15 contains 17158 members 
Mstep: Class 16 contains 26254 members 
Mstep: Class 17 contains 29091 members 
Mstep: Class 18 contains 22296 members 
Mstep: Class 19 contains 1349 members 
Mstep: Class 20 contains 210203 members 
Mstep: Class 21 contains 35884 members 
Mstep: Class 22 contains 4930 members 
Mstep: Class 23 contains 9640 members 
Mstep: Class 24 contains 4780 members 
Mstep: Class 25 contains 43597 members 
Mstep: Class 26 contains 24575 members 
Mstep: Class 27 contains 26445 members 
Mstep: Class 28 contains 22382 members 
Mstep: Class 29 contains 38529 members 
Mstep: Class 30 contains 26081 members 
Mstep: Class 31 contains 8016 members 
Mstep: Class 32 contains 3387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88008888.000000 Penalty: 65281.242188
Iteration 72Q: 33 clusters Score -8.800889e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 60920 members 
Mstep: Class 2 contains 9809 members 
Mstep: Class 3 contains 6958 members 
Mstep: Class 4 contains 49539 members 
Mstep: Class 5 contains 9021 members 
Mstep: Class 6 contains 11608 members 
Mstep: Class 7 contains 78279 members 
Mstep: Class 8 contains 11193 members 
Mstep: Class 9 contains 11163 members 
Mstep: Class 10 contains 11436 members 
Mstep: Class 11 contains 21238 members 
Mstep: Class 12 contains 8246 members 
Mstep: Class 13 contains 17927 members 
Mstep: Class 14 contains 37743 members 
Mstep: Class 15 contains 17159 members 
Mstep: Class 16 contains 26230 members 
Mstep: Class 17 contains 29124 members 
Mstep: Class 18 contains 22302 members 
Mstep: Class 19 contains 1349 members 
Mstep: Class 20 contains 210157 members 
Mstep: Class 21 contains 35909 members 
Mstep: Class 22 contains 4921 members 
Mstep: Class 23 contains 9624 members 
Mstep: Class 24 contains 4775 members 
Mstep: Class 25 contains 43703 members 
Mstep: Class 26 contains 24575 members 
Mstep: Class 27 contains 26443 members 
Mstep: Class 28 contains 22379 members 
Mstep: Class 29 contains 38530 members 
Mstep: Class 30 contains 26071 members 
Mstep: Class 31 contains 8034 members 
Mstep: Class 32 contains 3385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88008800.000000 Penalty: 65281.242188
Iteration 73Q: 33 clusters Score -8.80088e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 60902 members 
Mstep: Class 2 contains 9804 members 
Mstep: Class 3 contains 6958 members 
Mstep: Class 4 contains 49548 members 
Mstep: Class 5 contains 9038 members 
Mstep: Class 6 contains 11602 members 
Mstep: Class 7 contains 78206 members 
Mstep: Class 8 contains 11190 members 
Mstep: Class 9 contains 11163 members 
Mstep: Class 10 contains 11436 members 
Mstep: Class 11 contains 21237 members 
Mstep: Class 12 contains 8247 members 
Mstep: Class 13 contains 17932 members 
Mstep: Class 14 contains 37745 members 
Mstep: Class 15 contains 17159 members 
Mstep: Class 16 contains 26215 members 
Mstep: Class 17 contains 29156 members 
Mstep: Class 18 contains 22304 members 
Mstep: Class 19 contains 1349 members 
Mstep: Class 20 contains 210115 members 
Mstep: Class 21 contains 35934 members 
Mstep: Class 22 contains 4913 members 
Mstep: Class 23 contains 9607 members 
Mstep: Class 24 contains 4770 members 
Mstep: Class 25 contains 43806 members 
Mstep: Class 26 contains 24575 members 
Mstep: Class 27 contains 26441 members 
Mstep: Class 28 contains 22370 members 
Mstep: Class 29 contains 38531 members 
Mstep: Class 30 contains 26065 members 
Mstep: Class 31 contains 8048 members 
Mstep: Class 32 contains 3384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88008696.000000 Penalty: 65281.242188
Iteration 74Q: 33 clusters Score -8.80087e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 60889 members 
Mstep: Class 2 contains 9798 members 
Mstep: Class 3 contains 6958 members 
Mstep: Class 4 contains 49548 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 11594 members 
Mstep: Class 7 contains 78130 members 
Mstep: Class 8 contains 11188 members 
Mstep: Class 9 contains 11163 members 
Mstep: Class 10 contains 11436 members 
Mstep: Class 11 contains 21237 members 
Mstep: Class 12 contains 8251 members 
Mstep: Class 13 contains 17938 members 
Mstep: Class 14 contains 37747 members 
Mstep: Class 15 contains 17159 members 
Mstep: Class 16 contains 26205 members 
Mstep: Class 17 contains 29184 members 
Mstep: Class 18 contains 22303 members 
Mstep: Class 19 contains 1349 members 
Mstep: Class 20 contains 210076 members 
Mstep: Class 21 contains 35971 members 
Mstep: Class 22 contains 4908 members 
Mstep: Class 23 contains 9584 members 
Mstep: Class 24 contains 4767 members 
Mstep: Class 25 contains 43900 members 
Mstep: Class 26 contains 24575 members 
Mstep: Class 27 contains 26440 members 
Mstep: Class 28 contains 22370 members 
Mstep: Class 29 contains 38530 members 
Mstep: Class 30 contains 26058 members 
Mstep: Class 31 contains 8056 members 
Mstep: Class 32 contains 3383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88008848.000000 Penalty: 65281.242188
Iteration 75Q: 33 clusters Score -8.800885e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 60883 members 
Mstep: Class 2 contains 9793 members 
Mstep: Class 3 contains 6958 members 
Mstep: Class 4 contains 49546 members 
Mstep: Class 5 contains 9065 members 
Mstep: Class 6 contains 11592 members 
Mstep: Class 7 contains 78055 members 
Mstep: Class 8 contains 11186 members 
Mstep: Class 9 contains 11163 members 
Mstep: Class 10 contains 11436 members 
Mstep: Class 11 contains 21237 members 
Mstep: Class 12 contains 8258 members 
Mstep: Class 13 contains 17946 members 
Mstep: Class 14 contains 37746 members 
Mstep: Class 15 contains 17159 members 
Mstep: Class 16 contains 26205 members 
Mstep: Class 17 contains 29197 members 
Mstep: Class 18 contains 22308 members 
Mstep: Class 19 contains 1348 members 
Mstep: Class 20 contains 210038 members 
Mstep: Class 21 contains 35992 members 
Mstep: Class 22 contains 4900 members 
Mstep: Class 23 contains 9569 members 
Mstep: Class 24 contains 4758 members 
Mstep: Class 25 contains 43996 members 
Mstep: Class 26 contains 24575 members 
Mstep: Class 27 contains 26440 members 
Mstep: Class 28 contains 22358 members 
Mstep: Class 29 contains 38535 members 
Mstep: Class 30 contains 26051 members 
Mstep: Class 31 contains 8072 members 
Mstep: Class 32 contains 3385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88008896.000000 Penalty: 65281.242188
Iteration 76Q: 33 clusters Score -8.80089e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 60869 members 
Mstep: Class 2 contains 9785 members 
Mstep: Class 3 contains 6957 members 
Mstep: Class 4 contains 49543 members 
Mstep: Class 5 contains 9066 members 
Mstep: Class 6 contains 11593 members 
Mstep: Class 7 contains 77996 members 
Mstep: Class 8 contains 11184 members 
Mstep: Class 9 contains 11163 members 
Mstep: Class 10 contains 11435 members 
Mstep: Class 11 contains 21237 members 
Mstep: Class 12 contains 8260 members 
Mstep: Class 13 contains 17960 members 
Mstep: Class 14 contains 37747 members 
Mstep: Class 15 contains 17158 members 
Mstep: Class 16 contains 26208 members 
Mstep: Class 17 contains 29224 members 
Mstep: Class 18 contains 22312 members 
Mstep: Class 19 contains 1347 members 
Mstep: Class 20 contains 209992 members 
Mstep: Class 21 contains 36012 members 
Mstep: Class 22 contains 4897 members 
Mstep: Class 23 contains 9548 members 
Mstep: Class 24 contains 4754 members 
Mstep: Class 25 contains 44088 members 
Mstep: Class 26 contains 24575 members 
Mstep: Class 27 contains 26440 members 
Mstep: Class 28 contains 22341 members 
Mstep: Class 29 contains 38536 members 
Mstep: Class 30 contains 26046 members 
Mstep: Class 31 contains 8090 members 
Mstep: Class 32 contains 3387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88008880.000000 Penalty: 65281.242188
Iteration 77Q: 33 clusters Score -8.800888e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 60850 members 
Mstep: Class 2 contains 9780 members 
Mstep: Class 3 contains 6959 members 
Mstep: Class 4 contains 49546 members 
Mstep: Class 5 contains 9071 members 
Mstep: Class 6 contains 11593 members 
Mstep: Class 7 contains 77940 members 
Mstep: Class 8 contains 11183 members 
Mstep: Class 9 contains 11163 members 
Mstep: Class 10 contains 11434 members 
Mstep: Class 11 contains 21238 members 
Mstep: Class 12 contains 8259 members 
Mstep: Class 13 contains 17973 members 
Mstep: Class 14 contains 37747 members 
Mstep: Class 15 contains 17157 members 
Mstep: Class 16 contains 26196 members 
Mstep: Class 17 contains 29245 members 
Mstep: Class 18 contains 22316 members 
Mstep: Class 19 contains 1347 members 
Mstep: Class 20 contains 209960 members 
Mstep: Class 21 contains 36031 members 
Mstep: Class 22 contains 4894 members 
Mstep: Class 23 contains 9531 members 
Mstep: Class 24 contains 4752 members 
Mstep: Class 25 contains 44172 members 
Mstep: Class 26 contains 24575 members 
Mstep: Class 27 contains 26442 members 
Mstep: Class 28 contains 22326 members 
Mstep: Class 29 contains 38537 members 
Mstep: Class 30 contains 26042 members 
Mstep: Class 31 contains 8104 members 
Mstep: Class 32 contains 3387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88008936.000000 Penalty: 65281.242188
Iteration 78Q: 33 clusters Score -8.800894e+07 nChanged 313
Entering ConstructFrom: 
Score: -88008936.000000 Penalty: 65281.242188
Entering ConstructFrom: 
Trying to split cluster 1 (60848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60848 members 
Entering Unmasked Estep 
Score: -6247697.000000 Penalty: 1639.200806
	Iteration 0F: 2 clusters Score -6247697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30576 members 
Mstep: Class 2 contains 30272 members 
Entering Unmasked Estep 
Score: -6207994.000000 Penalty: 3278.401611
	Iteration 0F: 3 clusters Score -6207994 nChanged 28212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31672 members 
Mstep: Class 2 contains 29176 members 
Entering Unmasked Estep 
Score: -6224240.500000 Penalty: 3278.401611
	Iteration 1F: 3 clusters Score -6224240 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32074 members 
Mstep: Class 2 contains 28774 members 
Entering Unmasked Estep 
Score: -6225291.000000 Penalty: 3278.401611
	Iteration 2Q: 3 clusters Score -6225291 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32552 members 
Mstep: Class 2 contains 28296 members 
Entering Unmasked Estep 
Score: -6226658.500000 Penalty: 3278.401611
	Iteration 3Q: 3 clusters Score -6226658 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33187 members 
Mstep: Class 2 contains 27661 members 
Entering Unmasked Estep 
Score: -6228298.500000 Penalty: 3278.401611
	Iteration 4F: 3 clusters Score -6228298 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34200 members 
Mstep: Class 2 contains 26648 members 
Entering Unmasked Estep 
Score: -6230366.500000 Penalty: 3278.401611
	Iteration 5F: 3 clusters Score -6230366 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35628 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -6232584.500000 Penalty: 3278.401611
	Iteration 6F: 3 clusters Score -6232584 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37478 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -6234795.000000 Penalty: 3278.401611
	Iteration 7F: 3 clusters Score -6234795 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39634 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -6236830.000000 Penalty: 3278.401611
	Iteration 8F: 3 clusters Score -6236830 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41963 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -6238741.000000 Penalty: 3278.401611
	Iteration 9Q: 3 clusters Score -6238741 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44283 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -6240362.500000 Penalty: 3278.401611
	Iteration 10Q: 3 clusters Score -6240362 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46359 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -6241647.000000 Penalty: 3278.401611
	Iteration 11Q: 3 clusters Score -6241647 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48272 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -6242730.000000 Penalty: 3278.401611
	Iteration 12Q: 3 clusters Score -6242730 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49909 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -6243581.000000 Penalty: 3278.401611
	Iteration 13Q: 3 clusters Score -6243581 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51360 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -6244302.500000 Penalty: 3278.401611
	Iteration 14Q: 3 clusters Score -6244302 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52618 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -6244860.500000 Penalty: 3278.401611
	Iteration 15Q: 3 clusters Score -6244860 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53717 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -6245316.000000 Penalty: 3278.401611
	Iteration 16Q: 3 clusters Score -6245316 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54625 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -6245697.500000 Penalty: 3278.401611
	Iteration 17Q: 3 clusters Score -6245698 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55405 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -6246020.000000 Penalty: 3278.401611
	Iteration 18Q: 3 clusters Score -6246020 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56029 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -6246271.500000 Penalty: 3278.401611
	Iteration 19Q: 3 clusters Score -6246272 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56537 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -6246468.000000 Penalty: 3278.401611
	Iteration 20F: 3 clusters Score -6246468 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56971 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -6246646.000000 Penalty: 3278.401611
	Iteration 21Q: 3 clusters Score -6246646 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57312 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -6246790.000000 Penalty: 3278.401611
	Iteration 22Q: 3 clusters Score -6246790 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57600 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -6246902.000000 Penalty: 3278.401611
	Iteration 23Q: 3 clusters Score -6246902 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57817 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -6246988.000000 Penalty: 3278.401611
	Iteration 24Q: 3 clusters Score -6246988 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57989 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -6247042.000000 Penalty: 3278.401611
	Iteration 25Q: 3 clusters Score -6247042 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58123 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -6247085.500000 Penalty: 3278.401611
	Iteration 26Q: 3 clusters Score -6247086 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58238 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -6247116.000000 Penalty: 3278.401611
	Iteration 27Q: 3 clusters Score -6247116 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58345 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -6247159.500000 Penalty: 3278.401611
	Iteration 28Q: 3 clusters Score -6247160 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58442 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -6247205.500000 Penalty: 3278.401611
	Iteration 29Q: 3 clusters Score -6247206 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58521 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -6247233.500000 Penalty: 3278.401611
	Iteration 30Q: 3 clusters Score -6247234 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58600 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -6247248.500000 Penalty: 3278.401611
	Iteration 31Q: 3 clusters Score -6247248 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58660 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -6247274.500000 Penalty: 3278.401611
	Iteration 32Q: 3 clusters Score -6247274 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58723 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -6247302.500000 Penalty: 3278.401611
	Iteration 33Q: 3 clusters Score -6247302 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58756 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -6247327.000000 Penalty: 3278.401611
	Iteration 34Q: 3 clusters Score -6247327 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58789 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -6247331.000000 Penalty: 3278.401611
	Iteration 35Q: 3 clusters Score -6247331 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58810 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -6247337.000000 Penalty: 3278.401611
	Iteration 36Q: 3 clusters Score -6247337 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58838 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -6247346.000000 Penalty: 3278.401611
	Iteration 37Q: 3 clusters Score -6247346 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58865 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -6247355.500000 Penalty: 3278.401611
	Iteration 38Q: 3 clusters Score -6247356 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58902 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -6247385.000000 Penalty: 3278.401611
	Iteration 39Q: 3 clusters Score -6247385 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58925 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -6247395.500000 Penalty: 3278.401611
	Iteration 40F: 3 clusters Score -6247396 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58940 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -6247417.500000 Penalty: 3278.401611
	Iteration 41Q: 3 clusters Score -6247418 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58958 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -6247422.000000 Penalty: 3278.401611
	Iteration 42Q: 3 clusters Score -6247422 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58978 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -6247419.500000 Penalty: 3278.401611
	Iteration 43Q: 3 clusters Score -6247420 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58993 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -6247427.500000 Penalty: 3278.401611
	Iteration 44Q: 3 clusters Score -6247428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59003 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -6247428.000000 Penalty: 3278.401611
	Iteration 45Q: 3 clusters Score -6247428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59011 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -6247433.000000 Penalty: 3278.401611
	Iteration 46Q: 3 clusters Score -6247433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59013 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -6247435.000000 Penalty: 3278.401611
	Iteration 47Q: 3 clusters Score -6247435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59016 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -6247436.000000 Penalty: 3278.401611
	Iteration 48Q: 3 clusters Score -6247436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59018 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -6247439.500000 Penalty: 3278.401611
	Iteration 49Q: 3 clusters Score -6247440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59022 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -6247440.500000 Penalty: 3278.401611
	Iteration 50Q: 3 clusters Score -6247440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59025 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -6247441.500000 Penalty: 3278.401611
	Iteration 51Q: 3 clusters Score -6247442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59029 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -6247444.500000 Penalty: 3278.401611
	Iteration 52Q: 3 clusters Score -6247444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59035 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -6247454.000000 Penalty: 3278.401611
	Iteration 53Q: 3 clusters Score -6247454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59040 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -6247453.000000 Penalty: 3278.401611
	Iteration 54Q: 3 clusters Score -6247453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59041 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -6247451.500000 Penalty: 3278.401611
	Iteration 55Q: 3 clusters Score -6247452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59044 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -6247456.000000 Penalty: 3278.401611
	Iteration 56Q: 3 clusters Score -6247456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59050 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -6247451.500000 Penalty: 3278.401611
	Iteration 57Q: 3 clusters Score -6247452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59055 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -6247455.000000 Penalty: 3278.401611
	Iteration 58Q: 3 clusters Score -6247455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59057 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -6247453.000000 Penalty: 3278.401611
	Iteration 59Q: 3 clusters Score -6247453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59060 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -6247453.000000 Penalty: 3278.401611
	Iteration 60F: 3 clusters Score -6247453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59063 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -6247454.500000 Penalty: 3278.401611
	Iteration 61Q: 3 clusters Score -6247454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59064 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -6247456.500000 Penalty: 3278.401611
	Iteration 62Q: 3 clusters Score -6247456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59064 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -6247456.500000 Penalty: 3278.401611
	Iteration 63F: 3 clusters Score -6247456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Entering Unmasked Estep 
Score: -974080.687500 Penalty: 1367.142944
	Iteration 0F: 2 clusters Score -974080.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -967556.500000 Penalty: 2734.285889
	Iteration 0F: 3 clusters Score -967556.5 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -969658.750000 Penalty: 2734.285889
	Iteration 1F: 3 clusters Score -969658.8 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -969990.750000 Penalty: 2734.285889
	Iteration 2F: 3 clusters Score -969990.8 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -970224.312500 Penalty: 2734.285889
	Iteration 3F: 3 clusters Score -970224.3 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -970410.062500 Penalty: 2734.285889
	Iteration 4Q: 3 clusters Score -970410.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -970614.687500 Penalty: 2734.285889
	Iteration 5Q: 3 clusters Score -970614.7 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -970841.125000 Penalty: 2734.285889
	Iteration 6Q: 3 clusters Score -970841.1 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -971156.250000 Penalty: 2734.285889
	Iteration 7Q: 3 clusters Score -971156.2 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -971604.312500 Penalty: 2734.285889
	Iteration 8F: 3 clusters Score -971604.3 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -972052.750000 Penalty: 2734.285889
	Iteration 9F: 3 clusters Score -972052.8 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -972522.312500 Penalty: 2734.285889
	Iteration 10F: 3 clusters Score -972522.3 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -972931.937500 Penalty: 2734.285889
	Iteration 11Q: 3 clusters Score -972931.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -973267.937500 Penalty: 2734.285889
	Iteration 12Q: 3 clusters Score -973267.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -973472.250000 Penalty: 2734.285889
	Iteration 13Q: 3 clusters Score -973472.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -973606.375000 Penalty: 2734.285889
	Iteration 14Q: 3 clusters Score -973606.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -973691.500000 Penalty: 2734.285889
	Iteration 15Q: 3 clusters Score -973691.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -973733.562500 Penalty: 2734.285889
	Iteration 16Q: 3 clusters Score -973733.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -973769.125000 Penalty: 2734.285889
	Iteration 17Q: 3 clusters Score -973769.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -973797.500000 Penalty: 2734.285889
	Iteration 18Q: 3 clusters Score -973797.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -973820.187500 Penalty: 2734.285889
	Iteration 19Q: 3 clusters Score -973820.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -973838.625000 Penalty: 2734.285889
	Iteration 20F: 3 clusters Score -973838.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -973848.062500 Penalty: 2734.285889
	Iteration 21Q: 3 clusters Score -973848.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -973852.437500 Penalty: 2734.285889
	Iteration 22Q: 3 clusters Score -973852.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -973852.687500 Penalty: 2734.285889
	Iteration 23Q: 3 clusters Score -973852.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -973860.812500 Penalty: 2734.285889
	Iteration 24Q: 3 clusters Score -973860.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -973865.625000 Penalty: 2734.285889
	Iteration 25Q: 3 clusters Score -973865.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -973867.937500 Penalty: 2734.285889
	Iteration 26Q: 3 clusters Score -973867.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -973869.437500 Penalty: 2734.285889
	Iteration 27Q: 3 clusters Score -973869.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -973875.312500 Penalty: 2734.285889
	Iteration 28Q: 3 clusters Score -973875.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -973877.812500 Penalty: 2734.285889
	Iteration 29Q: 3 clusters Score -973877.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -973875.375000 Penalty: 2734.285889
	Iteration 30Q: 3 clusters Score -973875.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -973878.687500 Penalty: 2734.285889
	Iteration 31Q: 3 clusters Score -973878.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -973884.312500 Penalty: 2734.285889
	Iteration 32Q: 3 clusters Score -973884.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -973886.125000 Penalty: 2734.285889
	Iteration 33Q: 3 clusters Score -973886.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -973885.875000 Penalty: 2734.285889
	Iteration 34Q: 3 clusters Score -973885.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -973885.875000 Penalty: 2734.285889
	Iteration 35F: 3 clusters Score -973885.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Entering Unmasked Estep 
Score: -746262.437500 Penalty: 1316.615479
	Iteration 0F: 2 clusters Score -746262.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -741385.937500 Penalty: 2633.230957
	Iteration 0F: 3 clusters Score -741385.9 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -742786.375000 Penalty: 2633.230957
	Iteration 1F: 3 clusters Score -742786.4 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -742994.562500 Penalty: 2633.230957
	Iteration 2F: 3 clusters Score -742994.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -743136.250000 Penalty: 2633.230957
	Iteration 3Q: 3 clusters Score -743136.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -743253.812500 Penalty: 2633.230957
	Iteration 4Q: 3 clusters Score -743253.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -743364.500000 Penalty: 2633.230957
	Iteration 5Q: 3 clusters Score -743364.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -743461.687500 Penalty: 2633.230957
	Iteration 6Q: 3 clusters Score -743461.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -743557.375000 Penalty: 2633.230957
	Iteration 7Q: 3 clusters Score -743557.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -743656.750000 Penalty: 2633.230957
	Iteration 8Q: 3 clusters Score -743656.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -743757.125000 Penalty: 2633.230957
	Iteration 9Q: 3 clusters Score -743757.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -743865.062500 Penalty: 2633.230957
	Iteration 10Q: 3 clusters Score -743865.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -743970.062500 Penalty: 2633.230957
	Iteration 11Q: 3 clusters Score -743970.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -744080.312500 Penalty: 2633.230957
	Iteration 12Q: 3 clusters Score -744080.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -744199.625000 Penalty: 2633.230957
	Iteration 13Q: 3 clusters Score -744199.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -744305.937500 Penalty: 2633.230957
	Iteration 14Q: 3 clusters Score -744305.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -744404.750000 Penalty: 2633.230957
	Iteration 15Q: 3 clusters Score -744404.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -744490.125000 Penalty: 2633.230957
	Iteration 16Q: 3 clusters Score -744490.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -744555.187500 Penalty: 2633.230957
	Iteration 17Q: 3 clusters Score -744555.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -744620.687500 Penalty: 2633.230957
	Iteration 18Q: 3 clusters Score -744620.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -744689.625000 Penalty: 2633.230957
	Iteration 19Q: 3 clusters Score -744689.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -744765.875000 Penalty: 2633.230957
	Iteration 20F: 3 clusters Score -744765.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -744820.937500 Penalty: 2633.230957
	Iteration 21Q: 3 clusters Score -744820.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -744886.562500 Penalty: 2633.230957
	Iteration 22Q: 3 clusters Score -744886.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -744933.187500 Penalty: 2633.230957
	Iteration 23Q: 3 clusters Score -744933.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -744970.937500 Penalty: 2633.230957
	Iteration 24Q: 3 clusters Score -744970.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -745002.250000 Penalty: 2633.230957
	Iteration 25Q: 3 clusters Score -745002.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -745022.937500 Penalty: 2633.230957
	Iteration 26Q: 3 clusters Score -745022.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -745043.375000 Penalty: 2633.230957
	Iteration 27Q: 3 clusters Score -745043.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -745059.125000 Penalty: 2633.230957
	Iteration 28Q: 3 clusters Score -745059.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -745073.000000 Penalty: 2633.230957
	Iteration 29Q: 3 clusters Score -745073 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -745083.812500 Penalty: 2633.230957
	Iteration 30Q: 3 clusters Score -745083.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -745098.625000 Penalty: 2633.230957
	Iteration 31Q: 3 clusters Score -745098.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -745112.312500 Penalty: 2633.230957
	Iteration 32Q: 3 clusters Score -745112.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -745125.187500 Penalty: 2633.230957
	Iteration 33Q: 3 clusters Score -745125.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -745138.812500 Penalty: 2633.230957
	Iteration 34Q: 3 clusters Score -745138.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -745149.562500 Penalty: 2633.230957
	Iteration 35Q: 3 clusters Score -745149.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -745159.187500 Penalty: 2633.230957
	Iteration 36Q: 3 clusters Score -745159.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -745166.750000 Penalty: 2633.230957
	Iteration 37Q: 3 clusters Score -745166.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -745177.062500 Penalty: 2633.230957
	Iteration 38Q: 3 clusters Score -745177.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -745181.250000 Penalty: 2633.230957
	Iteration 39Q: 3 clusters Score -745181.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -745187.812500 Penalty: 2633.230957
	Iteration 40F: 3 clusters Score -745187.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -745191.875000 Penalty: 2633.230957
	Iteration 41Q: 3 clusters Score -745191.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -745196.375000 Penalty: 2633.230957
	Iteration 42Q: 3 clusters Score -745196.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -745202.312500 Penalty: 2633.230957
	Iteration 43Q: 3 clusters Score -745202.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -745206.875000 Penalty: 2633.230957
	Iteration 44Q: 3 clusters Score -745206.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -745214.625000 Penalty: 2633.230957
	Iteration 45Q: 3 clusters Score -745214.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -745224.250000 Penalty: 2633.230957
	Iteration 46Q: 3 clusters Score -745224.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -745230.375000 Penalty: 2633.230957
	Iteration 47Q: 3 clusters Score -745230.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -745232.375000 Penalty: 2633.230957
	Iteration 48Q: 3 clusters Score -745232.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -745238.687500 Penalty: 2633.230957
	Iteration 49Q: 3 clusters Score -745238.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -745243.437500 Penalty: 2633.230957
	Iteration 50Q: 3 clusters Score -745243.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -745245.125000 Penalty: 2633.230957
	Iteration 51Q: 3 clusters Score -745245.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -745247.687500 Penalty: 2633.230957
	Iteration 52Q: 3 clusters Score -745247.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -745250.500000 Penalty: 2633.230957
	Iteration 53Q: 3 clusters Score -745250.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -745254.937500 Penalty: 2633.230957
	Iteration 54Q: 3 clusters Score -745254.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -745262.875000 Penalty: 2633.230957
	Iteration 55Q: 3 clusters Score -745262.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -745263.062500 Penalty: 2633.230957
	Iteration 56Q: 3 clusters Score -745263.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -745271.500000 Penalty: 2633.230957
	Iteration 57Q: 3 clusters Score -745271.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -745274.500000 Penalty: 2633.230957
	Iteration 58Q: 3 clusters Score -745274.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -745277.125000 Penalty: 2633.230957
	Iteration 59Q: 3 clusters Score -745277.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -745277.937500 Penalty: 2633.230957
	Iteration 60F: 3 clusters Score -745277.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -745279.375000 Penalty: 2633.230957
	Iteration 61Q: 3 clusters Score -745279.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -745277.625000 Penalty: 2633.230957
	Iteration 62Q: 3 clusters Score -745277.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -745282.187500 Penalty: 2633.230957
	Iteration 63Q: 3 clusters Score -745282.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -745285.187500 Penalty: 2633.230957
	Iteration 64Q: 3 clusters Score -745285.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -745285.187500 Penalty: 2633.230957
	Iteration 65F: 3 clusters Score -745285.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (49547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49547 members 
Entering Unmasked Estep 
Score: -4937740.500000 Penalty: 1608.628662
	Iteration 0F: 2 clusters Score -4937740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24666 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
Score: -4905500.000000 Penalty: 3217.257324
	Iteration 0F: 3 clusters Score -4905500 nChanged 22902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -4918280.500000 Penalty: 3217.257324
	Iteration 1F: 3 clusters Score -4918280 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -4919142.000000 Penalty: 3217.257324
	Iteration 2Q: 3 clusters Score -4919142 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 28524 members 
Entering Unmasked Estep 
Score: -4920243.500000 Penalty: 3217.257324
	Iteration 3F: 3 clusters Score -4920244 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 30386 members 
Entering Unmasked Estep 
Score: -4921799.000000 Penalty: 3217.257324
	Iteration 4F: 3 clusters Score -4921799 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 32661 members 
Entering Unmasked Estep 
Score: -4923777.000000 Penalty: 3217.257324
	Iteration 5F: 3 clusters Score -4923777 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 35358 members 
Entering Unmasked Estep 
Score: -4926116.500000 Penalty: 3217.257324
	Iteration 6F: 3 clusters Score -4926116 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 38178 members 
Entering Unmasked Estep 
Score: -4928416.500000 Penalty: 3217.257324
	Iteration 7F: 3 clusters Score -4928416 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 40737 members 
Entering Unmasked Estep 
Score: -4930398.000000 Penalty: 3217.257324
	Iteration 8F: 3 clusters Score -4930398 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 42996 members 
Entering Unmasked Estep 
Score: -4932153.500000 Penalty: 3217.257324
	Iteration 9Q: 3 clusters Score -4932154 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 44778 members 
Entering Unmasked Estep 
Score: -4933442.000000 Penalty: 3217.257324
	Iteration 10Q: 3 clusters Score -4933442 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 46117 members 
Entering Unmasked Estep 
Score: -4934538.500000 Penalty: 3217.257324
	Iteration 11Q: 3 clusters Score -4934538 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 47046 members 
Entering Unmasked Estep 
Score: -4935329.500000 Penalty: 3217.257324
	Iteration 12Q: 3 clusters Score -4935330 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 47645 members 
Entering Unmasked Estep 
Score: -4935838.500000 Penalty: 3217.257324
	Iteration 13Q: 3 clusters Score -4935838 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 48019 members 
Entering Unmasked Estep 
Score: -4936148.500000 Penalty: 3217.257324
	Iteration 14Q: 3 clusters Score -4936148 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 48247 members 
Entering Unmasked Estep 
Score: -4936373.000000 Penalty: 3217.257324
	Iteration 15Q: 3 clusters Score -4936373 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 48390 members 
Entering Unmasked Estep 
Score: -4936487.500000 Penalty: 3217.257324
	Iteration 16Q: 3 clusters Score -4936488 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 48472 members 
Entering Unmasked Estep 
Score: -4936595.000000 Penalty: 3217.257324
	Iteration 17Q: 3 clusters Score -4936595 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 48528 members 
Entering Unmasked Estep 
Score: -4936643.000000 Penalty: 3217.257324
	Iteration 18Q: 3 clusters Score -4936643 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 48557 members 
Entering Unmasked Estep 
Score: -4936695.500000 Penalty: 3217.257324
	Iteration 19Q: 3 clusters Score -4936696 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 48583 members 
Entering Unmasked Estep 
Score: -4936750.000000 Penalty: 3217.257324
	Iteration 20F: 3 clusters Score -4936750 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 48587 members 
Entering Unmasked Estep 
Score: -4936790.000000 Penalty: 3217.257324
	Iteration 21Q: 3 clusters Score -4936790 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 48586 members 
Entering Unmasked Estep 
Score: -4936813.500000 Penalty: 3217.257324
	Iteration 22Q: 3 clusters Score -4936814 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 48602 members 
Entering Unmasked Estep 
Score: -4936842.000000 Penalty: 3217.257324
	Iteration 23Q: 3 clusters Score -4936842 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 48608 members 
Entering Unmasked Estep 
Score: -4936864.500000 Penalty: 3217.257324
	Iteration 24Q: 3 clusters Score -4936864 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 48614 members 
Entering Unmasked Estep 
Score: -4936878.000000 Penalty: 3217.257324
	Iteration 25Q: 3 clusters Score -4936878 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 48612 members 
Entering Unmasked Estep 
Score: -4936890.500000 Penalty: 3217.257324
	Iteration 26Q: 3 clusters Score -4936890 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 48607 members 
Entering Unmasked Estep 
Score: -4936915.500000 Penalty: 3217.257324
	Iteration 27Q: 3 clusters Score -4936916 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 48608 members 
Entering Unmasked Estep 
Score: -4936924.000000 Penalty: 3217.257324
	Iteration 28Q: 3 clusters Score -4936924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 48601 members 
Entering Unmasked Estep 
Score: -4936925.500000 Penalty: 3217.257324
	Iteration 29Q: 3 clusters Score -4936926 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 48600 members 
Entering Unmasked Estep 
Score: -4936932.500000 Penalty: 3217.257324
	Iteration 30Q: 3 clusters Score -4936932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 48600 members 
Entering Unmasked Estep 
Score: -4936942.500000 Penalty: 3217.257324
	Iteration 31Q: 3 clusters Score -4936942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 48598 members 
Entering Unmasked Estep 
Score: -4936944.000000 Penalty: 3217.257324
	Iteration 32Q: 3 clusters Score -4936944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 48594 members 
Entering Unmasked Estep 
Score: -4936948.500000 Penalty: 3217.257324
	Iteration 33Q: 3 clusters Score -4936948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 48594 members 
Entering Unmasked Estep 
Score: -4936953.000000 Penalty: 3217.257324
	Iteration 34Q: 3 clusters Score -4936953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 48592 members 
Entering Unmasked Estep 
Score: -4936945.500000 Penalty: 3217.257324
	Iteration 35Q: 3 clusters Score -4936946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 48591 members 
Entering Unmasked Estep 
Score: -4936950.500000 Penalty: 3217.257324
	Iteration 36Q: 3 clusters Score -4936950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 48591 members 
Entering Unmasked Estep 
Score: -4936948.500000 Penalty: 3217.257324
	Iteration 37Q: 3 clusters Score -4936948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 48593 members 
Entering Unmasked Estep 
Score: -4936949.000000 Penalty: 3217.257324
	Iteration 38Q: 3 clusters Score -4936949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 48593 members 
Entering Unmasked Estep 
Score: -4936949.500000 Penalty: 3217.257324
	Iteration 39Q: 3 clusters Score -4936950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 48594 members 
Entering Unmasked Estep 
Score: -4936951.000000 Penalty: 3217.257324
	Iteration 40F: 3 clusters Score -4936951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 48595 members 
Entering Unmasked Estep 
Score: -4936953.000000 Penalty: 3217.257324
	Iteration 41Q: 3 clusters Score -4936953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 48599 members 
Entering Unmasked Estep 
Score: -4936958.500000 Penalty: 3217.257324
	Iteration 42Q: 3 clusters Score -4936958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 48599 members 
Entering Unmasked Estep 
Score: -4936955.500000 Penalty: 3217.257324
	Iteration 43Q: 3 clusters Score -4936956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 48599 members 
Entering Unmasked Estep 
Score: -4936956.500000 Penalty: 3217.257324
	Iteration 44Q: 3 clusters Score -4936956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 48598 members 
Entering Unmasked Estep 
Score: -4936960.500000 Penalty: 3217.257324
	Iteration 45Q: 3 clusters Score -4936960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 48597 members 
Entering Unmasked Estep 
Score: -4936961.500000 Penalty: 3217.257324
	Iteration 46Q: 3 clusters Score -4936962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 48597 members 
Entering Unmasked Estep 
Score: -4936966.500000 Penalty: 3217.257324
	Iteration 47Q: 3 clusters Score -4936966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 48600 members 
Entering Unmasked Estep 
Score: -4936969.000000 Penalty: 3217.257324
	Iteration 48Q: 3 clusters Score -4936969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 48603 members 
Entering Unmasked Estep 
Score: -4936969.500000 Penalty: 3217.257324
	Iteration 49Q: 3 clusters Score -4936970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 48603 members 
Entering Unmasked Estep 
Score: -4936969.500000 Penalty: 3217.257324
	Iteration 50F: 3 clusters Score -4936970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Entering Unmasked Estep 
Score: -858425.000000 Penalty: 1356.023071
	Iteration 0F: 2 clusters Score -858425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -852250.312500 Penalty: 2712.046143
	Iteration 0F: 3 clusters Score -852250.3 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -854392.750000 Penalty: 2712.046143
	Iteration 1F: 3 clusters Score -854392.8 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -855038.250000 Penalty: 2712.046143
	Iteration 2F: 3 clusters Score -855038.2 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -855782.250000 Penalty: 2712.046143
	Iteration 3F: 3 clusters Score -855782.2 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -856633.125000 Penalty: 2712.046143
	Iteration 4F: 3 clusters Score -856633.1 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -857409.062500 Penalty: 2712.046143
	Iteration 5F: 3 clusters Score -857409.1 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -857968.250000 Penalty: 2712.046143
	Iteration 6F: 3 clusters Score -857968.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -858265.562500 Penalty: 2712.046143
	Iteration 7Q: 3 clusters Score -858265.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -858437.062500 Penalty: 2712.046143
	Iteration 8Q: 3 clusters Score -858437.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -858524.187500 Penalty: 2712.046143
	Iteration 9Q: 3 clusters Score -858524.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -858574.062500 Penalty: 2712.046143
	Iteration 10Q: 3 clusters Score -858574.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -858613.562500 Penalty: 2712.046143
	Iteration 11Q: 3 clusters Score -858613.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -858636.937500 Penalty: 2712.046143
	Iteration 12Q: 3 clusters Score -858636.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -858659.125000 Penalty: 2712.046143
	Iteration 13Q: 3 clusters Score -858659.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -858683.750000 Penalty: 2712.046143
	Iteration 14Q: 3 clusters Score -858683.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -858707.812500 Penalty: 2712.046143
	Iteration 15Q: 3 clusters Score -858707.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -858725.625000 Penalty: 2712.046143
	Iteration 16Q: 3 clusters Score -858725.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -858749.125000 Penalty: 2712.046143
	Iteration 17Q: 3 clusters Score -858749.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -858768.312500 Penalty: 2712.046143
	Iteration 18Q: 3 clusters Score -858768.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -858783.625000 Penalty: 2712.046143
	Iteration 19Q: 3 clusters Score -858783.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -858792.625000 Penalty: 2712.046143
	Iteration 20F: 3 clusters Score -858792.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -858804.187500 Penalty: 2712.046143
	Iteration 21Q: 3 clusters Score -858804.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -858817.875000 Penalty: 2712.046143
	Iteration 22Q: 3 clusters Score -858817.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -858824.437500 Penalty: 2712.046143
	Iteration 23Q: 3 clusters Score -858824.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -858838.812500 Penalty: 2712.046143
	Iteration 24Q: 3 clusters Score -858838.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -858846.125000 Penalty: 2712.046143
	Iteration 25Q: 3 clusters Score -858846.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -858854.875000 Penalty: 2712.046143
	Iteration 26Q: 3 clusters Score -858854.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -858864.375000 Penalty: 2712.046143
	Iteration 27Q: 3 clusters Score -858864.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -858870.750000 Penalty: 2712.046143
	Iteration 28Q: 3 clusters Score -858870.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -858873.875000 Penalty: 2712.046143
	Iteration 29Q: 3 clusters Score -858873.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -858882.187500 Penalty: 2712.046143
	Iteration 30Q: 3 clusters Score -858882.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -858889.687500 Penalty: 2712.046143
	Iteration 31Q: 3 clusters Score -858889.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -858891.375000 Penalty: 2712.046143
	Iteration 32Q: 3 clusters Score -858891.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -858894.562500 Penalty: 2712.046143
	Iteration 33Q: 3 clusters Score -858894.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -858898.625000 Penalty: 2712.046143
	Iteration 34Q: 3 clusters Score -858898.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -858902.062500 Penalty: 2712.046143
	Iteration 35Q: 3 clusters Score -858902.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -858902.875000 Penalty: 2712.046143
	Iteration 36Q: 3 clusters Score -858902.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -858909.312500 Penalty: 2712.046143
	Iteration 37Q: 3 clusters Score -858909.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -858907.812500 Penalty: 2712.046143
	Iteration 38Q: 3 clusters Score -858907.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -858908.875000 Penalty: 2712.046143
	Iteration 39Q: 3 clusters Score -858908.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -858912.187500 Penalty: 2712.046143
	Iteration 40F: 3 clusters Score -858912.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -858913.062500 Penalty: 2712.046143
	Iteration 41Q: 3 clusters Score -858913.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -858914.062500 Penalty: 2712.046143
	Iteration 42Q: 3 clusters Score -858914.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -858912.750000 Penalty: 2712.046143
	Iteration 43Q: 3 clusters Score -858912.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -858915.312500 Penalty: 2712.046143
	Iteration 44Q: 3 clusters Score -858915.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -858919.125000 Penalty: 2712.046143
	Iteration 45Q: 3 clusters Score -858919.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -858921.062500 Penalty: 2712.046143
	Iteration 46Q: 3 clusters Score -858921.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -858925.125000 Penalty: 2712.046143
	Iteration 47Q: 3 clusters Score -858925.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -858926.312500 Penalty: 2712.046143
	Iteration 48Q: 3 clusters Score -858926.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -858930.187500 Penalty: 2712.046143
	Iteration 49Q: 3 clusters Score -858930.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -858934.937500 Penalty: 2712.046143
	Iteration 50Q: 3 clusters Score -858934.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -858935.312500 Penalty: 2712.046143
	Iteration 51Q: 3 clusters Score -858935.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -858940.125000 Penalty: 2712.046143
	Iteration 52Q: 3 clusters Score -858940.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -858938.562500 Penalty: 2712.046143
	Iteration 53Q: 3 clusters Score -858938.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -858941.000000 Penalty: 2712.046143
	Iteration 54Q: 3 clusters Score -858941 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -858944.750000 Penalty: 2712.046143
	Iteration 55Q: 3 clusters Score -858944.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -858946.625000 Penalty: 2712.046143
	Iteration 56Q: 3 clusters Score -858946.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -858947.750000 Penalty: 2712.046143
	Iteration 57Q: 3 clusters Score -858947.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -858948.250000 Penalty: 2712.046143
	Iteration 58Q: 3 clusters Score -858948.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -858951.500000 Penalty: 2712.046143
	Iteration 59Q: 3 clusters Score -858951.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -858951.500000 Penalty: 2712.046143
	Iteration 60F: 3 clusters Score -858951.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -858953.312500 Penalty: 2712.046143
	Iteration 61Q: 3 clusters Score -858953.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -858955.562500 Penalty: 2712.046143
	Iteration 62Q: 3 clusters Score -858955.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -858957.750000 Penalty: 2712.046143
	Iteration 63Q: 3 clusters Score -858957.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -858964.875000 Penalty: 2712.046143
	Iteration 64Q: 3 clusters Score -858964.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -858966.250000 Penalty: 2712.046143
	Iteration 65Q: 3 clusters Score -858966.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -858971.375000 Penalty: 2712.046143
	Iteration 66Q: 3 clusters Score -858971.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -858974.000000 Penalty: 2712.046143
	Iteration 67Q: 3 clusters Score -858974 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -858977.000000 Penalty: 2712.046143
	Iteration 68Q: 3 clusters Score -858977 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -858978.562500 Penalty: 2712.046143
	Iteration 69Q: 3 clusters Score -858978.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -858981.937500 Penalty: 2712.046143
	Iteration 70Q: 3 clusters Score -858981.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -858985.812500 Penalty: 2712.046143
	Iteration 71Q: 3 clusters Score -858985.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -858991.437500 Penalty: 2712.046143
	Iteration 72Q: 3 clusters Score -858991.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -858996.000000 Penalty: 2712.046143
	Iteration 73Q: 3 clusters Score -858996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -858995.687500 Penalty: 2712.046143
	Iteration 74Q: 3 clusters Score -858995.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -859000.375000 Penalty: 2712.046143
	Iteration 75Q: 3 clusters Score -859000.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -859000.062500 Penalty: 2712.046143
	Iteration 76Q: 3 clusters Score -859000.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -859006.625000 Penalty: 2712.046143
	Iteration 77Q: 3 clusters Score -859006.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -859010.312500 Penalty: 2712.046143
	Iteration 78Q: 3 clusters Score -859010.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -859012.937500 Penalty: 2712.046143
	Iteration 79Q: 3 clusters Score -859012.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -859017.562500 Penalty: 2712.046143
	Iteration 80F: 3 clusters Score -859017.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -859018.500000 Penalty: 2712.046143
	Iteration 81Q: 3 clusters Score -859018.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -859020.312500 Penalty: 2712.046143
	Iteration 82Q: 3 clusters Score -859020.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -859021.250000 Penalty: 2712.046143
	Iteration 83Q: 3 clusters Score -859021.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -859023.187500 Penalty: 2712.046143
	Iteration 84Q: 3 clusters Score -859023.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -859026.625000 Penalty: 2712.046143
	Iteration 85Q: 3 clusters Score -859026.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -859027.812500 Penalty: 2712.046143
	Iteration 86Q: 3 clusters Score -859027.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -859029.250000 Penalty: 2712.046143
	Iteration 87Q: 3 clusters Score -859029.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -859029.437500 Penalty: 2712.046143
	Iteration 88Q: 3 clusters Score -859029.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -859032.687500 Penalty: 2712.046143
	Iteration 89Q: 3 clusters Score -859032.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -859032.375000 Penalty: 2712.046143
	Iteration 90Q: 3 clusters Score -859032.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -859035.250000 Penalty: 2712.046143
	Iteration 91Q: 3 clusters Score -859035.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -859037.062500 Penalty: 2712.046143
	Iteration 92Q: 3 clusters Score -859037.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -859037.250000 Penalty: 2712.046143
	Iteration 93Q: 3 clusters Score -859037.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -859037.437500 Penalty: 2712.046143
	Iteration 94Q: 3 clusters Score -859037.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -859039.500000 Penalty: 2712.046143
	Iteration 95Q: 3 clusters Score -859039.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -859039.687500 Penalty: 2712.046143
	Iteration 96Q: 3 clusters Score -859039.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -859041.625000 Penalty: 2712.046143
	Iteration 97Q: 3 clusters Score -859041.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -859044.562500 Penalty: 2712.046143
	Iteration 98Q: 3 clusters Score -859044.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -859046.187500 Penalty: 2712.046143
	Iteration 99Q: 3 clusters Score -859046.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -859049.562500 Penalty: 2712.046143
	Iteration 100F: 3 clusters Score -859049.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -859052.187500 Penalty: 2712.046143
	Iteration 101Q: 3 clusters Score -859052.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -859053.625000 Penalty: 2712.046143
	Iteration 102Q: 3 clusters Score -859053.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -859053.187500 Penalty: 2712.046143
	Iteration 103Q: 3 clusters Score -859053.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -859056.000000 Penalty: 2712.046143
	Iteration 104Q: 3 clusters Score -859056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -859057.125000 Penalty: 2712.046143
	Iteration 105Q: 3 clusters Score -859057.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -859057.750000 Penalty: 2712.046143
	Iteration 106Q: 3 clusters Score -859057.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -859059.500000 Penalty: 2712.046143
	Iteration 107Q: 3 clusters Score -859059.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -859057.250000 Penalty: 2712.046143
	Iteration 108Q: 3 clusters Score -859057.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -859061.125000 Penalty: 2712.046143
	Iteration 109Q: 3 clusters Score -859061.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -859059.625000 Penalty: 2712.046143
	Iteration 110Q: 3 clusters Score -859059.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -859063.750000 Penalty: 2712.046143
	Iteration 111Q: 3 clusters Score -859063.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -859063.000000 Penalty: 2712.046143
	Iteration 112Q: 3 clusters Score -859063 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -859067.000000 Penalty: 2712.046143
	Iteration 113Q: 3 clusters Score -859067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -859065.062500 Penalty: 2712.046143
	Iteration 114Q: 3 clusters Score -859065.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -859067.812500 Penalty: 2712.046143
	Iteration 115Q: 3 clusters Score -859067.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -859071.187500 Penalty: 2712.046143
	Iteration 116Q: 3 clusters Score -859071.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -859073.250000 Penalty: 2712.046143
	Iteration 117Q: 3 clusters Score -859073.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -859075.125000 Penalty: 2712.046143
	Iteration 118Q: 3 clusters Score -859075.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -859073.312500 Penalty: 2712.046143
	Iteration 119Q: 3 clusters Score -859073.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -859073.687500 Penalty: 2712.046143
	Iteration 120F: 3 clusters Score -859073.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -859074.625000 Penalty: 2712.046143
	Iteration 121Q: 3 clusters Score -859074.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -859076.312500 Penalty: 2712.046143
	Iteration 122Q: 3 clusters Score -859076.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -859076.937500 Penalty: 2712.046143
	Iteration 123Q: 3 clusters Score -859076.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -859079.125000 Penalty: 2712.046143
	Iteration 124Q: 3 clusters Score -859079.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -859078.500000 Penalty: 2712.046143
	Iteration 125Q: 3 clusters Score -859078.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -859078.250000 Penalty: 2712.046143
	Iteration 126Q: 3 clusters Score -859078.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -859079.187500 Penalty: 2712.046143
	Iteration 127Q: 3 clusters Score -859079.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -859079.000000 Penalty: 2712.046143
	Iteration 128Q: 3 clusters Score -859079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -859079.000000 Penalty: 2712.046143
	Iteration 129F: 3 clusters Score -859079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 60848 members 
Mstep: Class 2 contains 9777 members 
Mstep: Class 3 contains 6962 members 
Mstep: Class 4 contains 49547 members 
Mstep: Class 5 contains 5117 members 
Mstep: Class 6 contains 11588 members 
Mstep: Class 7 contains 77870 members 
Mstep: Class 8 contains 11183 members 
Mstep: Class 9 contains 11163 members 
Mstep: Class 10 contains 11434 members 
Mstep: Class 11 contains 21239 members 
Mstep: Class 12 contains 8263 members 
Mstep: Class 13 contains 17981 members 
Mstep: Class 14 contains 37750 members 
Mstep: Class 15 contains 17157 members 
Mstep: Class 16 contains 26178 members 
Mstep: Class 17 contains 29271 members 
Mstep: Class 18 contains 22318 members 
Mstep: Class 19 contains 1347 members 
Mstep: Class 20 contains 209930 members 
Mstep: Class 21 contains 36053 members 
Mstep: Class 22 contains 4893 members 
Mstep: Class 23 contains 9513 members 
Mstep: Class 24 contains 4750 members 
Mstep: Class 25 contains 44265 members 
Mstep: Class 26 contains 24575 members 
Mstep: Class 27 contains 26443 members 
Mstep: Class 28 contains 22313 members 
Mstep: Class 29 contains 38534 members 
Mstep: Class 30 contains 26032 members 
Mstep: Class 31 contains 8113 members 
Mstep: Class 32 contains 3387 members 
Mstep: Class 33 contains 3956 members 
Entering Unmasked Estep 
Score: -88008928.000000 Penalty: 67321.281250
Splitting cluster 5 changes total score from -88008936.000000 to -88008928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (11588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Entering Unmasked Estep 
Score: -1182655.375000 Penalty: 1392.429565
	Iteration 0F: 2 clusters Score -1182655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1175014.000000 Penalty: 2784.859131
	Iteration 0F: 3 clusters Score -1175014 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1177655.250000 Penalty: 2784.859131
	Iteration 1F: 3 clusters Score -1177655 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1178186.000000 Penalty: 2784.859131
	Iteration 2F: 3 clusters Score -1178186 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1178813.375000 Penalty: 2784.859131
	Iteration 3F: 3 clusters Score -1178813 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1179526.125000 Penalty: 2784.859131
	Iteration 4F: 3 clusters Score -1179526 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1180149.750000 Penalty: 2784.859131
	Iteration 5F: 3 clusters Score -1180150 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1180655.250000 Penalty: 2784.859131
	Iteration 6F: 3 clusters Score -1180655 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1180995.250000 Penalty: 2784.859131
	Iteration 7Q: 3 clusters Score -1180995 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1181202.875000 Penalty: 2784.859131
	Iteration 8Q: 3 clusters Score -1181203 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1181300.125000 Penalty: 2784.859131
	Iteration 9Q: 3 clusters Score -1181300 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1181346.000000 Penalty: 2784.859131
	Iteration 10Q: 3 clusters Score -1181346 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1181367.750000 Penalty: 2784.859131
	Iteration 11Q: 3 clusters Score -1181368 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1181385.625000 Penalty: 2784.859131
	Iteration 12Q: 3 clusters Score -1181386 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1181403.250000 Penalty: 2784.859131
	Iteration 13Q: 3 clusters Score -1181403 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1181417.250000 Penalty: 2784.859131
	Iteration 14Q: 3 clusters Score -1181417 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1181434.875000 Penalty: 2784.859131
	Iteration 15Q: 3 clusters Score -1181435 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1181450.125000 Penalty: 2784.859131
	Iteration 16Q: 3 clusters Score -1181450 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1181465.250000 Penalty: 2784.859131
	Iteration 17Q: 3 clusters Score -1181465 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1181476.500000 Penalty: 2784.859131
	Iteration 18Q: 3 clusters Score -1181476 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1181482.750000 Penalty: 2784.859131
	Iteration 19Q: 3 clusters Score -1181483 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1181491.500000 Penalty: 2784.859131
	Iteration 20F: 3 clusters Score -1181492 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1181501.000000 Penalty: 2784.859131
	Iteration 21Q: 3 clusters Score -1181501 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1181512.125000 Penalty: 2784.859131
	Iteration 22Q: 3 clusters Score -1181512 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1181517.000000 Penalty: 2784.859131
	Iteration 23Q: 3 clusters Score -1181517 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1181528.000000 Penalty: 2784.859131
	Iteration 24Q: 3 clusters Score -1181528 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1181536.875000 Penalty: 2784.859131
	Iteration 25Q: 3 clusters Score -1181537 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1181544.000000 Penalty: 2784.859131
	Iteration 26Q: 3 clusters Score -1181544 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1181551.125000 Penalty: 2784.859131
	Iteration 27Q: 3 clusters Score -1181551 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1181558.125000 Penalty: 2784.859131
	Iteration 28Q: 3 clusters Score -1181558 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1181558.000000 Penalty: 2784.859131
	Iteration 29Q: 3 clusters Score -1181558 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1181564.875000 Penalty: 2784.859131
	Iteration 30Q: 3 clusters Score -1181565 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1181568.125000 Penalty: 2784.859131
	Iteration 31Q: 3 clusters Score -1181568 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1181572.750000 Penalty: 2784.859131
	Iteration 32Q: 3 clusters Score -1181573 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1181575.250000 Penalty: 2784.859131
	Iteration 33Q: 3 clusters Score -1181575 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1181580.375000 Penalty: 2784.859131
	Iteration 34Q: 3 clusters Score -1181580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1181582.375000 Penalty: 2784.859131
	Iteration 35Q: 3 clusters Score -1181582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1181579.000000 Penalty: 2784.859131
	Iteration 36Q: 3 clusters Score -1181579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1181580.625000 Penalty: 2784.859131
	Iteration 37Q: 3 clusters Score -1181581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1181580.500000 Penalty: 2784.859131
	Iteration 38Q: 3 clusters Score -1181580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1181581.125000 Penalty: 2784.859131
	Iteration 39Q: 3 clusters Score -1181581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1181581.250000 Penalty: 2784.859131
	Iteration 40F: 3 clusters Score -1181581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1181582.375000 Penalty: 2784.859131
	Iteration 41Q: 3 clusters Score -1181582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1181584.500000 Penalty: 2784.859131
	Iteration 42Q: 3 clusters Score -1181584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1181583.625000 Penalty: 2784.859131
	Iteration 43Q: 3 clusters Score -1181584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1181584.125000 Penalty: 2784.859131
	Iteration 44Q: 3 clusters Score -1181584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1181583.250000 Penalty: 2784.859131
	Iteration 45Q: 3 clusters Score -1181583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1181582.250000 Penalty: 2784.859131
	Iteration 46Q: 3 clusters Score -1181582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1181584.000000 Penalty: 2784.859131
	Iteration 47Q: 3 clusters Score -1181584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1181585.000000 Penalty: 2784.859131
	Iteration 48Q: 3 clusters Score -1181585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1181584.375000 Penalty: 2784.859131
	Iteration 49Q: 3 clusters Score -1181584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1181586.375000 Penalty: 2784.859131
	Iteration 50Q: 3 clusters Score -1181586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1181588.375000 Penalty: 2784.859131
	Iteration 51Q: 3 clusters Score -1181588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1181588.375000 Penalty: 2784.859131
	Iteration 52Q: 3 clusters Score -1181588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1181590.000000 Penalty: 2784.859131
	Iteration 53Q: 3 clusters Score -1181590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1181587.000000 Penalty: 2784.859131
	Iteration 54Q: 3 clusters Score -1181587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1181587.625000 Penalty: 2784.859131
	Iteration 55Q: 3 clusters Score -1181588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1181587.625000 Penalty: 2784.859131
	Iteration 56F: 3 clusters Score -1181588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (77870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77870 members 
Entering Unmasked Estep 
Score: -7793730.500000 Penalty: 1675.904175
	Iteration 0F: 2 clusters Score -7793730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38843 members 
Mstep: Class 2 contains 39027 members 
Entering Unmasked Estep 
Score: -7742606.500000 Penalty: 3351.808350
	Iteration 0F: 3 clusters Score -7742606 nChanged 36496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37273 members 
Mstep: Class 2 contains 40597 members 
Entering Unmasked Estep 
Score: -7763591.500000 Penalty: 3351.808350
	Iteration 1F: 3 clusters Score -7763592 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36398 members 
Mstep: Class 2 contains 41472 members 
Entering Unmasked Estep 
Score: -7764408.000000 Penalty: 3351.808350
	Iteration 2Q: 3 clusters Score -7764408 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35179 members 
Mstep: Class 2 contains 42691 members 
Entering Unmasked Estep 
Score: -7765279.500000 Penalty: 3351.808350
	Iteration 3Q: 3 clusters Score -7765280 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33538 members 
Mstep: Class 2 contains 44332 members 
Entering Unmasked Estep 
Score: -7766304.500000 Penalty: 3351.808350
	Iteration 4Q: 3 clusters Score -7766304 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31230 members 
Mstep: Class 2 contains 46640 members 
Entering Unmasked Estep 
Score: -7767794.500000 Penalty: 3351.808350
	Iteration 5Q: 3 clusters Score -7767794 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28054 members 
Mstep: Class 2 contains 49816 members 
Entering Unmasked Estep 
Score: -7769976.500000 Penalty: 3351.808350
	Iteration 6F: 3 clusters Score -7769976 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23967 members 
Mstep: Class 2 contains 53903 members 
Entering Unmasked Estep 
Score: -7773209.500000 Penalty: 3351.808350
	Iteration 7F: 3 clusters Score -7773210 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 58738 members 
Entering Unmasked Estep 
Score: -7777102.000000 Penalty: 3351.808350
	Iteration 8F: 3 clusters Score -7777102 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 63761 members 
Entering Unmasked Estep 
Score: -7781365.500000 Penalty: 3351.808350
	Iteration 9F: 3 clusters Score -7781366 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 68245 members 
Entering Unmasked Estep 
Score: -7785262.000000 Penalty: 3351.808350
	Iteration 10F: 3 clusters Score -7785262 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 71615 members 
Entering Unmasked Estep 
Score: -7788288.500000 Penalty: 3351.808350
	Iteration 11Q: 3 clusters Score -7788288 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 73817 members 
Entering Unmasked Estep 
Score: -7790192.500000 Penalty: 3351.808350
	Iteration 12Q: 3 clusters Score -7790192 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 75053 members 
Entering Unmasked Estep 
Score: -7791170.500000 Penalty: 3351.808350
	Iteration 13Q: 3 clusters Score -7791170 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 75774 members 
Entering Unmasked Estep 
Score: -7791737.500000 Penalty: 3351.808350
	Iteration 14Q: 3 clusters Score -7791738 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 76172 members 
Entering Unmasked Estep 
Score: -7792081.000000 Penalty: 3351.808350
	Iteration 15Q: 3 clusters Score -7792081 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 76403 members 
Entering Unmasked Estep 
Score: -7792286.000000 Penalty: 3351.808350
	Iteration 16Q: 3 clusters Score -7792286 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 76559 members 
Entering Unmasked Estep 
Score: -7792415.500000 Penalty: 3351.808350
	Iteration 17Q: 3 clusters Score -7792416 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 76638 members 
Entering Unmasked Estep 
Score: -7792483.000000 Penalty: 3351.808350
	Iteration 18Q: 3 clusters Score -7792483 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 76697 members 
Entering Unmasked Estep 
Score: -7792548.000000 Penalty: 3351.808350
	Iteration 19Q: 3 clusters Score -7792548 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 76736 members 
Entering Unmasked Estep 
Score: -7792593.500000 Penalty: 3351.808350
	Iteration 20F: 3 clusters Score -7792594 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 76766 members 
Entering Unmasked Estep 
Score: -7792620.000000 Penalty: 3351.808350
	Iteration 21Q: 3 clusters Score -7792620 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 76788 members 
Entering Unmasked Estep 
Score: -7792663.000000 Penalty: 3351.808350
	Iteration 22Q: 3 clusters Score -7792663 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 76814 members 
Entering Unmasked Estep 
Score: -7792705.000000 Penalty: 3351.808350
	Iteration 23Q: 3 clusters Score -7792705 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 76826 members 
Entering Unmasked Estep 
Score: -7792722.000000 Penalty: 3351.808350
	Iteration 24Q: 3 clusters Score -7792722 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 76835 members 
Entering Unmasked Estep 
Score: -7792737.500000 Penalty: 3351.808350
	Iteration 25Q: 3 clusters Score -7792738 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 76840 members 
Entering Unmasked Estep 
Score: -7792749.500000 Penalty: 3351.808350
	Iteration 26Q: 3 clusters Score -7792750 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 76859 members 
Entering Unmasked Estep 
Score: -7792764.000000 Penalty: 3351.808350
	Iteration 27Q: 3 clusters Score -7792764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 76866 members 
Entering Unmasked Estep 
Score: -7792776.000000 Penalty: 3351.808350
	Iteration 28Q: 3 clusters Score -7792776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 76872 members 
Entering Unmasked Estep 
Score: -7792783.000000 Penalty: 3351.808350
	Iteration 29Q: 3 clusters Score -7792783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 76873 members 
Entering Unmasked Estep 
Score: -7792777.500000 Penalty: 3351.808350
	Iteration 30Q: 3 clusters Score -7792778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 76879 members 
Entering Unmasked Estep 
Score: -7792788.000000 Penalty: 3351.808350
	Iteration 31Q: 3 clusters Score -7792788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 76877 members 
Entering Unmasked Estep 
Score: -7792787.000000 Penalty: 3351.808350
	Iteration 32Q: 3 clusters Score -7792787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 76874 members 
Entering Unmasked Estep 
Score: -7792786.500000 Penalty: 3351.808350
	Iteration 33Q: 3 clusters Score -7792786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 76869 members 
Entering Unmasked Estep 
Score: -7792792.500000 Penalty: 3351.808350
	Iteration 34Q: 3 clusters Score -7792792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 76866 members 
Entering Unmasked Estep 
Score: -7792795.500000 Penalty: 3351.808350
	Iteration 35Q: 3 clusters Score -7792796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 76870 members 
Entering Unmasked Estep 
Score: -7792793.500000 Penalty: 3351.808350
	Iteration 36Q: 3 clusters Score -7792794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 76870 members 
Entering Unmasked Estep 
Score: -7792803.000000 Penalty: 3351.808350
	Iteration 37Q: 3 clusters Score -7792803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 76873 members 
Entering Unmasked Estep 
Score: -7792802.000000 Penalty: 3351.808350
	Iteration 38Q: 3 clusters Score -7792802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 76870 members 
Entering Unmasked Estep 
Score: -7792802.000000 Penalty: 3351.808350
	Iteration 39Q: 3 clusters Score -7792802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 76871 members 
Entering Unmasked Estep 
Score: -7792804.500000 Penalty: 3351.808350
	Iteration 40F: 3 clusters Score -7792804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 76872 members 
Entering Unmasked Estep 
Score: -7792800.500000 Penalty: 3351.808350
	Iteration 41Q: 3 clusters Score -7792800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 76872 members 
Entering Unmasked Estep 
Score: -7792800.500000 Penalty: 3351.808350
	Iteration 42F: 3 clusters Score -7792800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Entering Unmasked Estep 
Score: -1152417.000000 Penalty: 1387.135986
	Iteration 0F: 2 clusters Score -1152417 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 5617 members 
Entering Unmasked Estep 
Score: -1145016.250000 Penalty: 2774.271973
	Iteration 0F: 3 clusters Score -1145016 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1147498.625000 Penalty: 2774.271973
	Iteration 1F: 3 clusters Score -1147499 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1147883.625000 Penalty: 2774.271973
	Iteration 2F: 3 clusters Score -1147884 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1148175.875000 Penalty: 2774.271973
	Iteration 3F: 3 clusters Score -1148176 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1148458.500000 Penalty: 2774.271973
	Iteration 4Q: 3 clusters Score -1148458 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1148764.375000 Penalty: 2774.271973
	Iteration 5Q: 3 clusters Score -1148764 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1149060.000000 Penalty: 2774.271973
	Iteration 6Q: 3 clusters Score -1149060 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1149332.375000 Penalty: 2774.271973
	Iteration 7Q: 3 clusters Score -1149332 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1149607.750000 Penalty: 2774.271973
	Iteration 8Q: 3 clusters Score -1149608 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1149897.375000 Penalty: 2774.271973
	Iteration 9Q: 3 clusters Score -1149897 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1150191.500000 Penalty: 2774.271973
	Iteration 10Q: 3 clusters Score -1150192 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1150435.750000 Penalty: 2774.271973
	Iteration 11Q: 3 clusters Score -1150436 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1150630.875000 Penalty: 2774.271973
	Iteration 12Q: 3 clusters Score -1150631 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1150793.375000 Penalty: 2774.271973
	Iteration 13Q: 3 clusters Score -1150793 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1150921.625000 Penalty: 2774.271973
	Iteration 14Q: 3 clusters Score -1150922 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1151037.625000 Penalty: 2774.271973
	Iteration 15Q: 3 clusters Score -1151038 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1151119.625000 Penalty: 2774.271973
	Iteration 16Q: 3 clusters Score -1151120 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1151184.500000 Penalty: 2774.271973
	Iteration 17Q: 3 clusters Score -1151184 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1151234.000000 Penalty: 2774.271973
	Iteration 18Q: 3 clusters Score -1151234 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -1151267.875000 Penalty: 2774.271973
	Iteration 19Q: 3 clusters Score -1151268 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1151297.375000 Penalty: 2774.271973
	Iteration 20F: 3 clusters Score -1151297 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1151317.625000 Penalty: 2774.271973
	Iteration 21Q: 3 clusters Score -1151318 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1151335.875000 Penalty: 2774.271973
	Iteration 22Q: 3 clusters Score -1151336 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1151354.250000 Penalty: 2774.271973
	Iteration 23Q: 3 clusters Score -1151354 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1151394.750000 Penalty: 2774.271973
	Iteration 24Q: 3 clusters Score -1151395 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1151413.625000 Penalty: 2774.271973
	Iteration 25Q: 3 clusters Score -1151414 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1151429.250000 Penalty: 2774.271973
	Iteration 26Q: 3 clusters Score -1151429 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1151437.375000 Penalty: 2774.271973
	Iteration 27Q: 3 clusters Score -1151437 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1151445.625000 Penalty: 2774.271973
	Iteration 28Q: 3 clusters Score -1151446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1151465.375000 Penalty: 2774.271973
	Iteration 29Q: 3 clusters Score -1151465 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1151477.000000 Penalty: 2774.271973
	Iteration 30Q: 3 clusters Score -1151477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1151486.750000 Penalty: 2774.271973
	Iteration 31Q: 3 clusters Score -1151487 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1151500.250000 Penalty: 2774.271973
	Iteration 32Q: 3 clusters Score -1151500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1151509.125000 Penalty: 2774.271973
	Iteration 33Q: 3 clusters Score -1151509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1151514.375000 Penalty: 2774.271973
	Iteration 34Q: 3 clusters Score -1151514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1151516.000000 Penalty: 2774.271973
	Iteration 35Q: 3 clusters Score -1151516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -1151516.500000 Penalty: 2774.271973
	Iteration 36Q: 3 clusters Score -1151516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1151518.375000 Penalty: 2774.271973
	Iteration 37Q: 3 clusters Score -1151518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1151518.750000 Penalty: 2774.271973
	Iteration 38Q: 3 clusters Score -1151519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1151521.375000 Penalty: 2774.271973
	Iteration 39Q: 3 clusters Score -1151521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1151526.250000 Penalty: 2774.271973
	Iteration 40F: 3 clusters Score -1151526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -1151532.125000 Penalty: 2774.271973
	Iteration 41Q: 3 clusters Score -1151532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1151534.875000 Penalty: 2774.271973
	Iteration 42Q: 3 clusters Score -1151535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1151537.125000 Penalty: 2774.271973
	Iteration 43Q: 3 clusters Score -1151537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -1151537.000000 Penalty: 2774.271973
	Iteration 44Q: 3 clusters Score -1151537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1151541.500000 Penalty: 2774.271973
	Iteration 45Q: 3 clusters Score -1151542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1151543.250000 Penalty: 2774.271973
	Iteration 46Q: 3 clusters Score -1151543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1151542.875000 Penalty: 2774.271973
	Iteration 47Q: 3 clusters Score -1151543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1151543.000000 Penalty: 2774.271973
	Iteration 48Q: 3 clusters Score -1151543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -1151544.375000 Penalty: 2774.271973
	Iteration 49Q: 3 clusters Score -1151544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -1151544.375000 Penalty: 2774.271973
	Iteration 50F: 3 clusters Score -1151544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Entering Unmasked Estep 
Score: -1167775.000000 Penalty: 1386.869629
	Iteration 0F: 2 clusters Score -1167775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1160362.250000 Penalty: 2773.739258
	Iteration 0F: 3 clusters Score -1160362 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1162833.250000 Penalty: 2773.739258
	Iteration 1F: 3 clusters Score -1162833 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1163192.875000 Penalty: 2773.739258
	Iteration 2F: 3 clusters Score -1163193 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1163562.875000 Penalty: 2773.739258
	Iteration 3F: 3 clusters Score -1163563 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1163937.875000 Penalty: 2773.739258
	Iteration 4F: 3 clusters Score -1163938 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1164360.000000 Penalty: 2773.739258
	Iteration 5F: 3 clusters Score -1164360 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1164845.625000 Penalty: 2773.739258
	Iteration 6F: 3 clusters Score -1164846 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1165351.125000 Penalty: 2773.739258
	Iteration 7F: 3 clusters Score -1165351 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1165841.125000 Penalty: 2773.739258
	Iteration 8F: 3 clusters Score -1165841 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1166239.625000 Penalty: 2773.739258
	Iteration 9Q: 3 clusters Score -1166240 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1166541.625000 Penalty: 2773.739258
	Iteration 10Q: 3 clusters Score -1166542 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1166759.750000 Penalty: 2773.739258
	Iteration 11Q: 3 clusters Score -1166760 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1166918.000000 Penalty: 2773.739258
	Iteration 12Q: 3 clusters Score -1166918 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1167006.000000 Penalty: 2773.739258
	Iteration 13Q: 3 clusters Score -1167006 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1167058.625000 Penalty: 2773.739258
	Iteration 14Q: 3 clusters Score -1167059 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1167095.875000 Penalty: 2773.739258
	Iteration 15Q: 3 clusters Score -1167096 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1167123.375000 Penalty: 2773.739258
	Iteration 16Q: 3 clusters Score -1167123 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1167134.375000 Penalty: 2773.739258
	Iteration 17Q: 3 clusters Score -1167134 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1167149.125000 Penalty: 2773.739258
	Iteration 18Q: 3 clusters Score -1167149 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1167158.125000 Penalty: 2773.739258
	Iteration 19Q: 3 clusters Score -1167158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1167164.000000 Penalty: 2773.739258
	Iteration 20F: 3 clusters Score -1167164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1167172.875000 Penalty: 2773.739258
	Iteration 21Q: 3 clusters Score -1167173 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1167184.125000 Penalty: 2773.739258
	Iteration 22Q: 3 clusters Score -1167184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1167192.875000 Penalty: 2773.739258
	Iteration 23Q: 3 clusters Score -1167193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1167195.875000 Penalty: 2773.739258
	Iteration 24Q: 3 clusters Score -1167196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1167197.750000 Penalty: 2773.739258
	Iteration 25Q: 3 clusters Score -1167198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1167201.875000 Penalty: 2773.739258
	Iteration 26Q: 3 clusters Score -1167202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1167201.250000 Penalty: 2773.739258
	Iteration 27Q: 3 clusters Score -1167201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1167206.250000 Penalty: 2773.739258
	Iteration 28Q: 3 clusters Score -1167206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1167211.500000 Penalty: 2773.739258
	Iteration 29Q: 3 clusters Score -1167212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1167213.250000 Penalty: 2773.739258
	Iteration 30Q: 3 clusters Score -1167213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1167213.250000 Penalty: 2773.739258
	Iteration 31F: 3 clusters Score -1167213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Entering Unmasked Estep 
Score: -1203025.625000 Penalty: 1390.438843
	Iteration 0F: 2 clusters Score -1203026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1195359.875000 Penalty: 2780.877686
	Iteration 0F: 3 clusters Score -1195360 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1197894.500000 Penalty: 2780.877686
	Iteration 1F: 3 clusters Score -1197894 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1198247.375000 Penalty: 2780.877686
	Iteration 2F: 3 clusters Score -1198247 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1198558.750000 Penalty: 2780.877686
	Iteration 3F: 3 clusters Score -1198559 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1198863.875000 Penalty: 2780.877686
	Iteration 4Q: 3 clusters Score -1198864 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1199164.125000 Penalty: 2780.877686
	Iteration 5F: 3 clusters Score -1199164 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1199414.375000 Penalty: 2780.877686
	Iteration 6Q: 3 clusters Score -1199414 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1199644.000000 Penalty: 2780.877686
	Iteration 7Q: 3 clusters Score -1199644 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1199860.375000 Penalty: 2780.877686
	Iteration 8Q: 3 clusters Score -1199860 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1200034.125000 Penalty: 2780.877686
	Iteration 9Q: 3 clusters Score -1200034 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1200164.375000 Penalty: 2780.877686
	Iteration 10Q: 3 clusters Score -1200164 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1200292.000000 Penalty: 2780.877686
	Iteration 11Q: 3 clusters Score -1200292 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1200393.250000 Penalty: 2780.877686
	Iteration 12Q: 3 clusters Score -1200393 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1200476.375000 Penalty: 2780.877686
	Iteration 13Q: 3 clusters Score -1200476 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1200530.000000 Penalty: 2780.877686
	Iteration 14Q: 3 clusters Score -1200530 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1200576.750000 Penalty: 2780.877686
	Iteration 15Q: 3 clusters Score -1200577 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1200613.125000 Penalty: 2780.877686
	Iteration 16Q: 3 clusters Score -1200613 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1200647.250000 Penalty: 2780.877686
	Iteration 17Q: 3 clusters Score -1200647 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1200670.000000 Penalty: 2780.877686
	Iteration 18Q: 3 clusters Score -1200670 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1200684.625000 Penalty: 2780.877686
	Iteration 19Q: 3 clusters Score -1200685 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1200699.000000 Penalty: 2780.877686
	Iteration 20F: 3 clusters Score -1200699 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1200704.750000 Penalty: 2780.877686
	Iteration 21Q: 3 clusters Score -1200705 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1200711.750000 Penalty: 2780.877686
	Iteration 22Q: 3 clusters Score -1200712 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1200722.875000 Penalty: 2780.877686
	Iteration 23Q: 3 clusters Score -1200723 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1200724.625000 Penalty: 2780.877686
	Iteration 24Q: 3 clusters Score -1200725 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1200729.250000 Penalty: 2780.877686
	Iteration 25Q: 3 clusters Score -1200729 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1200730.500000 Penalty: 2780.877686
	Iteration 26Q: 3 clusters Score -1200730 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1200733.625000 Penalty: 2780.877686
	Iteration 27Q: 3 clusters Score -1200734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1200735.500000 Penalty: 2780.877686
	Iteration 28Q: 3 clusters Score -1200736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1200740.250000 Penalty: 2780.877686
	Iteration 29Q: 3 clusters Score -1200740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1200740.875000 Penalty: 2780.877686
	Iteration 30Q: 3 clusters Score -1200741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1200739.125000 Penalty: 2780.877686
	Iteration 31Q: 3 clusters Score -1200739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1200737.125000 Penalty: 2780.877686
	Iteration 32Q: 3 clusters Score -1200737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1200737.625000 Penalty: 2780.877686
	Iteration 33Q: 3 clusters Score -1200738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1200738.125000 Penalty: 2780.877686
	Iteration 34Q: 3 clusters Score -1200738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1200739.375000 Penalty: 2780.877686
	Iteration 35Q: 3 clusters Score -1200739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1200742.125000 Penalty: 2780.877686
	Iteration 36Q: 3 clusters Score -1200742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1200738.375000 Penalty: 2780.877686
	Iteration 37Q: 3 clusters Score -1200738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1200740.000000 Penalty: 2780.877686
	Iteration 38Q: 3 clusters Score -1200740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1200740.000000 Penalty: 2780.877686
	Iteration 39F: 3 clusters Score -1200740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Entering Unmasked Estep 
Score: -2179778.000000 Penalty: 1482.582886
	Iteration 0F: 2 clusters Score -2179778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -2165830.750000 Penalty: 2965.165771
	Iteration 0F: 3 clusters Score -2165831 nChanged 9397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -2170868.000000 Penalty: 2965.165771
	Iteration 1F: 3 clusters Score -2170868 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -2171310.750000 Penalty: 2965.165771
	Iteration 2F: 3 clusters Score -2171311 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -2171754.000000 Penalty: 2965.165771
	Iteration 3Q: 3 clusters Score -2171754 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -2172212.000000 Penalty: 2965.165771
	Iteration 4Q: 3 clusters Score -2172212 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -2172768.250000 Penalty: 2965.165771
	Iteration 5Q: 3 clusters Score -2172768 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -2173617.500000 Penalty: 2965.165771
	Iteration 6Q: 3 clusters Score -2173618 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -2175480.750000 Penalty: 2965.165771
	Iteration 7F: 3 clusters Score -2175481 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -2179096.750000 Penalty: 2965.165771
	Iteration 8F: 3 clusters Score -2179097 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -2181298.000000 Penalty: 2965.165771
	Iteration 9F: 3 clusters Score -2181298 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -2183596.000000 Penalty: 2965.165771
	Iteration 10F: 3 clusters Score -2183596 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -2186150.750000 Penalty: 2965.165771
	Iteration 11F: 3 clusters Score -2186151 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -2188270.750000 Penalty: 2965.165771
	Iteration 12F: 3 clusters Score -2188271 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -2190004.750000 Penalty: 2965.165771
	Iteration 13Q: 3 clusters Score -2190005 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -2192127.250000 Penalty: 2965.165771
	Iteration 14Q: 3 clusters Score -2192127 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -2193771.500000 Penalty: 2965.165771
	Iteration 15Q: 3 clusters Score -2193772 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -2193995.750000 Penalty: 2965.165771
	Iteration 16Q: 3 clusters Score -2193996 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -2194015.500000 Penalty: 2965.165771
	Iteration 17Q: 3 clusters Score -2194016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -2194019.750000 Penalty: 2965.165771
	Iteration 18Q: 3 clusters Score -2194020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -2194016.750000 Penalty: 2965.165771
	Iteration 19Q: 3 clusters Score -2194017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -2194016.000000 Penalty: 2965.165771
	Iteration 20F: 3 clusters Score -2194016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 60848 members 
Mstep: Class 2 contains 9777 members 
Mstep: Class 3 contains 6962 members 
Mstep: Class 4 contains 49547 members 
Mstep: Class 5 contains 9073 members 
Mstep: Class 6 contains 11588 members 
Mstep: Class 7 contains 77870 members 
Mstep: Class 8 contains 11183 members 
Mstep: Class 9 contains 11163 members 
Mstep: Class 10 contains 11434 members 
Mstep: Class 11 contains 14733 members 
Mstep: Class 12 contains 8263 members 
Mstep: Class 13 contains 17981 members 
Mstep: Class 14 contains 37750 members 
Mstep: Class 15 contains 17157 members 
Mstep: Class 16 contains 26178 members 
Mstep: Class 17 contains 29271 members 
Mstep: Class 18 contains 22318 members 
Mstep: Class 19 contains 1347 members 
Mstep: Class 20 contains 209930 members 
Mstep: Class 21 contains 36053 members 
Mstep: Class 22 contains 4893 members 
Mstep: Class 23 contains 9513 members 
Mstep: Class 24 contains 4750 members 
Mstep: Class 25 contains 44265 members 
Mstep: Class 26 contains 24575 members 
Mstep: Class 27 contains 26443 members 
Mstep: Class 28 contains 22313 members 
Mstep: Class 29 contains 38534 members 
Mstep: Class 30 contains 26032 members 
Mstep: Class 31 contains 8113 members 
Mstep: Class 32 contains 3387 members 
Mstep: Class 33 contains 6506 members 
Entering Unmasked Estep 
Score: -88022176.000000 Penalty: 67321.281250
Splitting cluster 11 changes total score from -88008936.000000 to -88022176.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 12 (8263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Entering Unmasked Estep 
Score: -799913.625000 Penalty: 1342.108032
	Iteration 0F: 2 clusters Score -799913.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -794317.625000 Penalty: 2684.216064
	Iteration 0F: 3 clusters Score -794317.6 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -796414.000000 Penalty: 2684.216064
	Iteration 1F: 3 clusters Score -796414 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -797000.250000 Penalty: 2684.216064
	Iteration 2F: 3 clusters Score -797000.2 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -797697.062500 Penalty: 2684.216064
	Iteration 3F: 3 clusters Score -797697.1 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -798744.187500 Penalty: 2684.216064
	Iteration 4F: 3 clusters Score -798744.2 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -799774.062500 Penalty: 2684.216064
	Iteration 5F: 3 clusters Score -799774.1 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -800447.250000 Penalty: 2684.216064
	Iteration 6F: 3 clusters Score -800447.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -800742.187500 Penalty: 2684.216064
	Iteration 7Q: 3 clusters Score -800742.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -800863.812500 Penalty: 2684.216064
	Iteration 8Q: 3 clusters Score -800863.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -800914.000000 Penalty: 2684.216064
	Iteration 9Q: 3 clusters Score -800914 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -800935.062500 Penalty: 2684.216064
	Iteration 10Q: 3 clusters Score -800935.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -800942.875000 Penalty: 2684.216064
	Iteration 11Q: 3 clusters Score -800942.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -800953.187500 Penalty: 2684.216064
	Iteration 12Q: 3 clusters Score -800953.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -800956.750000 Penalty: 2684.216064
	Iteration 13Q: 3 clusters Score -800956.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -800958.812500 Penalty: 2684.216064
	Iteration 14Q: 3 clusters Score -800958.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -800961.687500 Penalty: 2684.216064
	Iteration 15Q: 3 clusters Score -800961.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -800962.687500 Penalty: 2684.216064
	Iteration 16Q: 3 clusters Score -800962.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -800965.250000 Penalty: 2684.216064
	Iteration 17Q: 3 clusters Score -800965.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -800965.437500 Penalty: 2684.216064
	Iteration 18Q: 3 clusters Score -800965.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -800965.687500 Penalty: 2684.216064
	Iteration 19Q: 3 clusters Score -800965.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -800965.687500 Penalty: 2684.216064
	Iteration 20F: 3 clusters Score -800965.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 60848 members 
Mstep: Class 2 contains 9777 members 
Mstep: Class 3 contains 6962 members 
Mstep: Class 4 contains 49547 members 
Mstep: Class 5 contains 9073 members 
Mstep: Class 6 contains 11588 members 
Mstep: Class 7 contains 77870 members 
Mstep: Class 8 contains 11183 members 
Mstep: Class 9 contains 11163 members 
Mstep: Class 10 contains 11434 members 
Mstep: Class 11 contains 14733 members 
Mstep: Class 12 contains 5455 members 
Mstep: Class 13 contains 17981 members 
Mstep: Class 14 contains 37750 members 
Mstep: Class 15 contains 17157 members 
Mstep: Class 16 contains 26178 members 
Mstep: Class 17 contains 29271 members 
Mstep: Class 18 contains 22318 members 
Mstep: Class 19 contains 1347 members 
Mstep: Class 20 contains 209930 members 
Mstep: Class 21 contains 36053 members 
Mstep: Class 22 contains 4893 members 
Mstep: Class 23 contains 9513 members 
Mstep: Class 24 contains 4750 members 
Mstep: Class 25 contains 44265 members 
Mstep: Class 26 contains 24575 members 
Mstep: Class 27 contains 26443 members 
Mstep: Class 28 contains 22313 members 
Mstep: Class 29 contains 38534 members 
Mstep: Class 30 contains 26032 members 
Mstep: Class 31 contains 8113 members 
Mstep: Class 32 contains 3387 members 
Mstep: Class 33 contains 6506 members 
Mstep: Class 34 contains 2808 members 
Entering Unmasked Estep 
Score: -88022608.000000 Penalty: 69361.320312
Splitting cluster 12 changes total score from -88008936.000000 to -88022608.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 13 (17981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Entering Unmasked Estep 
Score: -1848880.375000 Penalty: 1457.804077
	Iteration 0F: 2 clusters Score -1848880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1837071.875000 Penalty: 2915.608154
	Iteration 0F: 3 clusters Score -1837072 nChanged 7894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1841355.500000 Penalty: 2915.608154
	Iteration 1F: 3 clusters Score -1841356 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1841765.875000 Penalty: 2915.608154
	Iteration 2F: 3 clusters Score -1841766 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1842110.000000 Penalty: 2915.608154
	Iteration 3Q: 3 clusters Score -1842110 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1842380.125000 Penalty: 2915.608154
	Iteration 4Q: 3 clusters Score -1842380 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1842587.125000 Penalty: 2915.608154
	Iteration 5Q: 3 clusters Score -1842587 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1842747.250000 Penalty: 2915.608154
	Iteration 6Q: 3 clusters Score -1842747 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1842937.000000 Penalty: 2915.608154
	Iteration 7Q: 3 clusters Score -1842937 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1843162.250000 Penalty: 2915.608154
	Iteration 8Q: 3 clusters Score -1843162 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1843388.625000 Penalty: 2915.608154
	Iteration 9Q: 3 clusters Score -1843389 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1843621.125000 Penalty: 2915.608154
	Iteration 10Q: 3 clusters Score -1843621 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1843850.875000 Penalty: 2915.608154
	Iteration 11Q: 3 clusters Score -1843851 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -1844095.625000 Penalty: 2915.608154
	Iteration 12Q: 3 clusters Score -1844096 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1844386.000000 Penalty: 2915.608154
	Iteration 13Q: 3 clusters Score -1844386 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -1844650.500000 Penalty: 2915.608154
	Iteration 14Q: 3 clusters Score -1844650 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -1844887.750000 Penalty: 2915.608154
	Iteration 15Q: 3 clusters Score -1844888 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -1845136.750000 Penalty: 2915.608154
	Iteration 16Q: 3 clusters Score -1845137 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -1845404.375000 Penalty: 2915.608154
	Iteration 17Q: 3 clusters Score -1845404 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -1845605.750000 Penalty: 2915.608154
	Iteration 18Q: 3 clusters Score -1845606 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -1845774.500000 Penalty: 2915.608154
	Iteration 19Q: 3 clusters Score -1845774 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -1845921.750000 Penalty: 2915.608154
	Iteration 20F: 3 clusters Score -1845922 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -1846041.625000 Penalty: 2915.608154
	Iteration 21Q: 3 clusters Score -1846042 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -1846172.625000 Penalty: 2915.608154
	Iteration 22Q: 3 clusters Score -1846173 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -1846295.375000 Penalty: 2915.608154
	Iteration 23Q: 3 clusters Score -1846295 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -1846412.125000 Penalty: 2915.608154
	Iteration 24Q: 3 clusters Score -1846412 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -1846533.000000 Penalty: 2915.608154
	Iteration 25Q: 3 clusters Score -1846533 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -1846640.750000 Penalty: 2915.608154
	Iteration 26Q: 3 clusters Score -1846641 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -1846753.625000 Penalty: 2915.608154
	Iteration 27Q: 3 clusters Score -1846754 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -1846866.250000 Penalty: 2915.608154
	Iteration 28Q: 3 clusters Score -1846866 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -1846972.125000 Penalty: 2915.608154
	Iteration 29Q: 3 clusters Score -1846972 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -1847058.875000 Penalty: 2915.608154
	Iteration 30Q: 3 clusters Score -1847059 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -1847141.250000 Penalty: 2915.608154
	Iteration 31Q: 3 clusters Score -1847141 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -1847221.750000 Penalty: 2915.608154
	Iteration 32Q: 3 clusters Score -1847222 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -1847300.000000 Penalty: 2915.608154
	Iteration 33Q: 3 clusters Score -1847300 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -1847370.125000 Penalty: 2915.608154
	Iteration 34Q: 3 clusters Score -1847370 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -1847423.875000 Penalty: 2915.608154
	Iteration 35Q: 3 clusters Score -1847424 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -1847473.875000 Penalty: 2915.608154
	Iteration 36Q: 3 clusters Score -1847474 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -1847509.250000 Penalty: 2915.608154
	Iteration 37Q: 3 clusters Score -1847509 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -1847547.875000 Penalty: 2915.608154
	Iteration 38Q: 3 clusters Score -1847548 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -1847582.500000 Penalty: 2915.608154
	Iteration 39Q: 3 clusters Score -1847582 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -1847620.625000 Penalty: 2915.608154
	Iteration 40F: 3 clusters Score -1847621 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -1847655.000000 Penalty: 2915.608154
	Iteration 41Q: 3 clusters Score -1847655 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -1847689.375000 Penalty: 2915.608154
	Iteration 42Q: 3 clusters Score -1847689 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -1847724.750000 Penalty: 2915.608154
	Iteration 43Q: 3 clusters Score -1847725 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -1847754.500000 Penalty: 2915.608154
	Iteration 44Q: 3 clusters Score -1847754 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -1847775.125000 Penalty: 2915.608154
	Iteration 45Q: 3 clusters Score -1847775 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -1847801.500000 Penalty: 2915.608154
	Iteration 46Q: 3 clusters Score -1847802 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -1847817.500000 Penalty: 2915.608154
	Iteration 47Q: 3 clusters Score -1847818 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -1847834.250000 Penalty: 2915.608154
	Iteration 48Q: 3 clusters Score -1847834 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -1847852.250000 Penalty: 2915.608154
	Iteration 49Q: 3 clusters Score -1847852 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -1847868.000000 Penalty: 2915.608154
	Iteration 50Q: 3 clusters Score -1847868 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -1847880.500000 Penalty: 2915.608154
	Iteration 51Q: 3 clusters Score -1847880 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -1847894.750000 Penalty: 2915.608154
	Iteration 52Q: 3 clusters Score -1847895 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -1847906.250000 Penalty: 2915.608154
	Iteration 53Q: 3 clusters Score -1847906 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -1847910.875000 Penalty: 2915.608154
	Iteration 54Q: 3 clusters Score -1847911 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -1847919.125000 Penalty: 2915.608154
	Iteration 55Q: 3 clusters Score -1847919 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -1847925.375000 Penalty: 2915.608154
	Iteration 56Q: 3 clusters Score -1847925 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -1847928.875000 Penalty: 2915.608154
	Iteration 57Q: 3 clusters Score -1847929 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -1847937.125000 Penalty: 2915.608154
	Iteration 58Q: 3 clusters Score -1847937 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -1847943.375000 Penalty: 2915.608154
	Iteration 59Q: 3 clusters Score -1847943 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -1847951.750000 Penalty: 2915.608154
	Iteration 60F: 3 clusters Score -1847952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -1847950.875000 Penalty: 2915.608154
	Iteration 61Q: 3 clusters Score -1847951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -1847956.625000 Penalty: 2915.608154
	Iteration 62Q: 3 clusters Score -1847957 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -1847961.375000 Penalty: 2915.608154
	Iteration 63Q: 3 clusters Score -1847961 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -1847965.250000 Penalty: 2915.608154
	Iteration 64Q: 3 clusters Score -1847965 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -1847968.250000 Penalty: 2915.608154
	Iteration 65Q: 3 clusters Score -1847968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -1847968.875000 Penalty: 2915.608154
	Iteration 66Q: 3 clusters Score -1847969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -1847967.250000 Penalty: 2915.608154
	Iteration 67Q: 3 clusters Score -1847967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -1847968.375000 Penalty: 2915.608154
	Iteration 68Q: 3 clusters Score -1847968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -1847968.375000 Penalty: 2915.608154
	Iteration 69F: 3 clusters Score -1847968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (37750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37750 members 
Entering Unmasked Estep 
Score: -3921667.000000 Penalty: 1568.164673
	Iteration 0F: 2 clusters Score -3921667 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -3897260.250000 Penalty: 3136.329346
	Iteration 0F: 3 clusters Score -3897260 nChanged 17088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -3906804.000000 Penalty: 3136.329346
	Iteration 1F: 3 clusters Score -3906804 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -3907474.750000 Penalty: 3136.329346
	Iteration 2Q: 3 clusters Score -3907475 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -3908368.500000 Penalty: 3136.329346
	Iteration 3F: 3 clusters Score -3908368 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -3909462.500000 Penalty: 3136.329346
	Iteration 4F: 3 clusters Score -3909462 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -3910641.000000 Penalty: 3136.329346
	Iteration 5F: 3 clusters Score -3910641 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24229 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -3911872.250000 Penalty: 3136.329346
	Iteration 6F: 3 clusters Score -3911872 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -3913022.500000 Penalty: 3136.329346
	Iteration 7F: 3 clusters Score -3913022 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26784 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -3913933.750000 Penalty: 3136.329346
	Iteration 8Q: 3 clusters Score -3913934 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27980 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -3914707.250000 Penalty: 3136.329346
	Iteration 9Q: 3 clusters Score -3914707 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -3915439.000000 Penalty: 3136.329346
	Iteration 10Q: 3 clusters Score -3915439 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30423 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -3916107.500000 Penalty: 3136.329346
	Iteration 11Q: 3 clusters Score -3916108 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31652 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -3916798.250000 Penalty: 3136.329346
	Iteration 12Q: 3 clusters Score -3916798 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32833 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -3917512.000000 Penalty: 3136.329346
	Iteration 13Q: 3 clusters Score -3917512 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33888 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -3918152.500000 Penalty: 3136.329346
	Iteration 14Q: 3 clusters Score -3918152 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34829 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -3918765.500000 Penalty: 3136.329346
	Iteration 15Q: 3 clusters Score -3918766 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35570 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -3919241.250000 Penalty: 3136.329346
	Iteration 16Q: 3 clusters Score -3919241 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36137 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -3919616.750000 Penalty: 3136.329346
	Iteration 17Q: 3 clusters Score -3919617 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36518 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -3919854.750000 Penalty: 3136.329346
	Iteration 18Q: 3 clusters Score -3919855 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36772 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3920018.750000 Penalty: 3136.329346
	Iteration 19Q: 3 clusters Score -3920019 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36939 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -3920159.750000 Penalty: 3136.329346
	Iteration 20F: 3 clusters Score -3920160 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37050 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -3920260.250000 Penalty: 3136.329346
	Iteration 21Q: 3 clusters Score -3920260 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37127 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3920319.500000 Penalty: 3136.329346
	Iteration 22Q: 3 clusters Score -3920320 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37166 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -3920363.750000 Penalty: 3136.329346
	Iteration 23Q: 3 clusters Score -3920364 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37190 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -3920383.750000 Penalty: 3136.329346
	Iteration 24Q: 3 clusters Score -3920384 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37217 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -3920421.500000 Penalty: 3136.329346
	Iteration 25Q: 3 clusters Score -3920422 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37235 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -3920443.500000 Penalty: 3136.329346
	Iteration 26Q: 3 clusters Score -3920444 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37242 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3920471.000000 Penalty: 3136.329346
	Iteration 27Q: 3 clusters Score -3920471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37245 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -3920481.750000 Penalty: 3136.329346
	Iteration 28Q: 3 clusters Score -3920482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37251 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -3920485.500000 Penalty: 3136.329346
	Iteration 29Q: 3 clusters Score -3920486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37252 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -3920488.000000 Penalty: 3136.329346
	Iteration 30Q: 3 clusters Score -3920488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37258 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -3920491.250000 Penalty: 3136.329346
	Iteration 31Q: 3 clusters Score -3920491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37260 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3920499.250000 Penalty: 3136.329346
	Iteration 32Q: 3 clusters Score -3920499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37261 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -3920504.250000 Penalty: 3136.329346
	Iteration 33Q: 3 clusters Score -3920504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37259 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -3920503.500000 Penalty: 3136.329346
	Iteration 34Q: 3 clusters Score -3920504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37260 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3920501.000000 Penalty: 3136.329346
	Iteration 35Q: 3 clusters Score -3920501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37261 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -3920503.500000 Penalty: 3136.329346
	Iteration 36Q: 3 clusters Score -3920504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37261 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -3920503.500000 Penalty: 3136.329346
	Iteration 37F: 3 clusters Score -3920504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Entering Unmasked Estep 
Score: -1794411.000000 Penalty: 1450.823975
	Iteration 0F: 2 clusters Score -1794411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1783177.875000 Penalty: 2901.647949
	Iteration 0F: 3 clusters Score -1783178 nChanged 7416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1787138.750000 Penalty: 2901.647949
	Iteration 1F: 3 clusters Score -1787139 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1787590.000000 Penalty: 2901.647949
	Iteration 2F: 3 clusters Score -1787590 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1787974.750000 Penalty: 2901.647949
	Iteration 3F: 3 clusters Score -1787975 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1788351.750000 Penalty: 2901.647949
	Iteration 4Q: 3 clusters Score -1788352 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1788709.125000 Penalty: 2901.647949
	Iteration 5Q: 3 clusters Score -1788709 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1789112.625000 Penalty: 2901.647949
	Iteration 6Q: 3 clusters Score -1789113 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1789554.125000 Penalty: 2901.647949
	Iteration 7Q: 3 clusters Score -1789554 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1790039.500000 Penalty: 2901.647949
	Iteration 8Q: 3 clusters Score -1790040 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1790581.000000 Penalty: 2901.647949
	Iteration 9Q: 3 clusters Score -1790581 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1791159.750000 Penalty: 2901.647949
	Iteration 10Q: 3 clusters Score -1791160 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1791746.375000 Penalty: 2901.647949
	Iteration 11Q: 3 clusters Score -1791746 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1792220.625000 Penalty: 2901.647949
	Iteration 12Q: 3 clusters Score -1792221 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1792585.625000 Penalty: 2901.647949
	Iteration 13Q: 3 clusters Score -1792586 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1792838.000000 Penalty: 2901.647949
	Iteration 14Q: 3 clusters Score -1792838 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1792990.875000 Penalty: 2901.647949
	Iteration 15Q: 3 clusters Score -1792991 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1793094.125000 Penalty: 2901.647949
	Iteration 16Q: 3 clusters Score -1793094 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1793163.750000 Penalty: 2901.647949
	Iteration 17Q: 3 clusters Score -1793164 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1793215.250000 Penalty: 2901.647949
	Iteration 18Q: 3 clusters Score -1793215 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1793252.375000 Penalty: 2901.647949
	Iteration 19Q: 3 clusters Score -1793252 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1793268.000000 Penalty: 2901.647949
	Iteration 20F: 3 clusters Score -1793268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1793281.375000 Penalty: 2901.647949
	Iteration 21Q: 3 clusters Score -1793281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1793289.875000 Penalty: 2901.647949
	Iteration 22Q: 3 clusters Score -1793290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1793296.625000 Penalty: 2901.647949
	Iteration 23Q: 3 clusters Score -1793297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1793303.250000 Penalty: 2901.647949
	Iteration 24Q: 3 clusters Score -1793303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1793308.500000 Penalty: 2901.647949
	Iteration 25Q: 3 clusters Score -1793308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1793310.500000 Penalty: 2901.647949
	Iteration 26Q: 3 clusters Score -1793310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1793318.500000 Penalty: 2901.647949
	Iteration 27Q: 3 clusters Score -1793318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1793323.500000 Penalty: 2901.647949
	Iteration 28Q: 3 clusters Score -1793324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1793325.500000 Penalty: 2901.647949
	Iteration 29Q: 3 clusters Score -1793326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1793326.625000 Penalty: 2901.647949
	Iteration 30Q: 3 clusters Score -1793327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1793329.375000 Penalty: 2901.647949
	Iteration 31Q: 3 clusters Score -1793329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1793330.000000 Penalty: 2901.647949
	Iteration 32Q: 3 clusters Score -1793330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1793330.750000 Penalty: 2901.647949
	Iteration 33Q: 3 clusters Score -1793331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1793330.750000 Penalty: 2901.647949
	Iteration 34F: 3 clusters Score -1793331 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (26178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26178 members 
Entering Unmasked Estep 
Score: -2455415.250000 Penalty: 1513.693970
	Iteration 0F: 2 clusters Score -2455415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -2438503.500000 Penalty: 3027.387939
	Iteration 0F: 3 clusters Score -2438504 nChanged 11577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -2444809.500000 Penalty: 3027.387939
	Iteration 1F: 3 clusters Score -2444810 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -2445433.250000 Penalty: 3027.387939
	Iteration 2F: 3 clusters Score -2445433 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -2446013.750000 Penalty: 3027.387939
	Iteration 3F: 3 clusters Score -2446014 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -2446579.000000 Penalty: 3027.387939
	Iteration 4Q: 3 clusters Score -2446579 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -2447200.500000 Penalty: 3027.387939
	Iteration 5Q: 3 clusters Score -2447200 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -2447814.250000 Penalty: 3027.387939
	Iteration 6Q: 3 clusters Score -2447814 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -2448493.000000 Penalty: 3027.387939
	Iteration 7Q: 3 clusters Score -2448493 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -2449230.000000 Penalty: 3027.387939
	Iteration 8Q: 3 clusters Score -2449230 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -2449949.500000 Penalty: 3027.387939
	Iteration 9Q: 3 clusters Score -2449950 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -2450635.500000 Penalty: 3027.387939
	Iteration 10Q: 3 clusters Score -2450636 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -2451223.000000 Penalty: 3027.387939
	Iteration 11Q: 3 clusters Score -2451223 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -2451698.250000 Penalty: 3027.387939
	Iteration 12Q: 3 clusters Score -2451698 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -2452098.750000 Penalty: 3027.387939
	Iteration 13Q: 3 clusters Score -2452099 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -2452398.000000 Penalty: 3027.387939
	Iteration 14Q: 3 clusters Score -2452398 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -2452652.750000 Penalty: 3027.387939
	Iteration 15Q: 3 clusters Score -2452653 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -2452849.750000 Penalty: 3027.387939
	Iteration 16Q: 3 clusters Score -2452850 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -2453062.000000 Penalty: 3027.387939
	Iteration 17Q: 3 clusters Score -2453062 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -2453273.750000 Penalty: 3027.387939
	Iteration 18Q: 3 clusters Score -2453274 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22130 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -2453479.000000 Penalty: 3027.387939
	Iteration 19Q: 3 clusters Score -2453479 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -2453643.250000 Penalty: 3027.387939
	Iteration 20F: 3 clusters Score -2453643 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -2453797.000000 Penalty: 3027.387939
	Iteration 21Q: 3 clusters Score -2453797 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -2453956.500000 Penalty: 3027.387939
	Iteration 22Q: 3 clusters Score -2453956 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -2454086.250000 Penalty: 3027.387939
	Iteration 23Q: 3 clusters Score -2454086 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -2454180.500000 Penalty: 3027.387939
	Iteration 24Q: 3 clusters Score -2454180 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -2454257.750000 Penalty: 3027.387939
	Iteration 25Q: 3 clusters Score -2454258 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -2454331.500000 Penalty: 3027.387939
	Iteration 26Q: 3 clusters Score -2454332 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -2454375.750000 Penalty: 3027.387939
	Iteration 27Q: 3 clusters Score -2454376 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -2454436.500000 Penalty: 3027.387939
	Iteration 28Q: 3 clusters Score -2454436 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2454472.250000 Penalty: 3027.387939
	Iteration 29Q: 3 clusters Score -2454472 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2454511.500000 Penalty: 3027.387939
	Iteration 30Q: 3 clusters Score -2454512 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2454536.250000 Penalty: 3027.387939
	Iteration 31Q: 3 clusters Score -2454536 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2454566.250000 Penalty: 3027.387939
	Iteration 32Q: 3 clusters Score -2454566 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24405 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2454578.000000 Penalty: 3027.387939
	Iteration 33Q: 3 clusters Score -2454578 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2454592.500000 Penalty: 3027.387939
	Iteration 34Q: 3 clusters Score -2454592 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24479 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2454598.500000 Penalty: 3027.387939
	Iteration 35Q: 3 clusters Score -2454598 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2454611.000000 Penalty: 3027.387939
	Iteration 36Q: 3 clusters Score -2454611 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2454617.750000 Penalty: 3027.387939
	Iteration 37Q: 3 clusters Score -2454618 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2454632.750000 Penalty: 3027.387939
	Iteration 38Q: 3 clusters Score -2454633 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24574 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2454642.250000 Penalty: 3027.387939
	Iteration 39Q: 3 clusters Score -2454642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2454643.500000 Penalty: 3027.387939
	Iteration 40F: 3 clusters Score -2454644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2454641.250000 Penalty: 3027.387939
	Iteration 41Q: 3 clusters Score -2454641 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2454644.500000 Penalty: 3027.387939
	Iteration 42Q: 3 clusters Score -2454644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2454654.500000 Penalty: 3027.387939
	Iteration 43Q: 3 clusters Score -2454654 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24645 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2454660.250000 Penalty: 3027.387939
	Iteration 44Q: 3 clusters Score -2454660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2454661.000000 Penalty: 3027.387939
	Iteration 45Q: 3 clusters Score -2454661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2454662.250000 Penalty: 3027.387939
	Iteration 46Q: 3 clusters Score -2454662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2454668.750000 Penalty: 3027.387939
	Iteration 47Q: 3 clusters Score -2454669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2454671.500000 Penalty: 3027.387939
	Iteration 48Q: 3 clusters Score -2454672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2454669.500000 Penalty: 3027.387939
	Iteration 49Q: 3 clusters Score -2454670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24684 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2454668.000000 Penalty: 3027.387939
	Iteration 50Q: 3 clusters Score -2454668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2454671.000000 Penalty: 3027.387939
	Iteration 51Q: 3 clusters Score -2454671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2454668.500000 Penalty: 3027.387939
	Iteration 52Q: 3 clusters Score -2454668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2454670.000000 Penalty: 3027.387939
	Iteration 53Q: 3 clusters Score -2454670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24697 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2454672.250000 Penalty: 3027.387939
	Iteration 54Q: 3 clusters Score -2454672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2454670.500000 Penalty: 3027.387939
	Iteration 55Q: 3 clusters Score -2454670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24707 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2454672.250000 Penalty: 3027.387939
	Iteration 56Q: 3 clusters Score -2454672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24710 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2454677.500000 Penalty: 3027.387939
	Iteration 57Q: 3 clusters Score -2454678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24710 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2454677.750000 Penalty: 3027.387939
	Iteration 58Q: 3 clusters Score -2454678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2454679.250000 Penalty: 3027.387939
	Iteration 59Q: 3 clusters Score -2454679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2454680.500000 Penalty: 3027.387939
	Iteration 60F: 3 clusters Score -2454680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2454680.250000 Penalty: 3027.387939
	Iteration 61Q: 3 clusters Score -2454680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24718 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2454682.500000 Penalty: 3027.387939
	Iteration 62Q: 3 clusters Score -2454682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24719 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2454685.500000 Penalty: 3027.387939
	Iteration 63Q: 3 clusters Score -2454686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24718 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2454685.250000 Penalty: 3027.387939
	Iteration 64Q: 3 clusters Score -2454685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24718 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2454685.250000 Penalty: 3027.387939
	Iteration 65F: 3 clusters Score -2454685 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (29271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29271 members 
Entering Unmasked Estep 
Score: -2868673.250000 Penalty: 1530.311646
	Iteration 0F: 2 clusters Score -2868673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -2849543.000000 Penalty: 3060.623291
	Iteration 0F: 3 clusters Score -2849543 nChanged 13318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -2857149.250000 Penalty: 3060.623291
	Iteration 1F: 3 clusters Score -2857149 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -2858281.750000 Penalty: 3060.623291
	Iteration 2F: 3 clusters Score -2858282 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -2859837.750000 Penalty: 3060.623291
	Iteration 3F: 3 clusters Score -2859838 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -2861829.750000 Penalty: 3060.623291
	Iteration 4F: 3 clusters Score -2861830 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -2864153.250000 Penalty: 3060.623291
	Iteration 5F: 3 clusters Score -2864153 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -2866007.000000 Penalty: 3060.623291
	Iteration 6F: 3 clusters Score -2866007 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -2867028.250000 Penalty: 3060.623291
	Iteration 7F: 3 clusters Score -2867028 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -2867486.000000 Penalty: 3060.623291
	Iteration 8Q: 3 clusters Score -2867486 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -2867670.250000 Penalty: 3060.623291
	Iteration 9Q: 3 clusters Score -2867670 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -2867758.000000 Penalty: 3060.623291
	Iteration 10Q: 3 clusters Score -2867758 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -2867819.250000 Penalty: 3060.623291
	Iteration 11Q: 3 clusters Score -2867819 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -2867841.250000 Penalty: 3060.623291
	Iteration 12Q: 3 clusters Score -2867841 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -2867863.500000 Penalty: 3060.623291
	Iteration 13Q: 3 clusters Score -2867864 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -2867875.750000 Penalty: 3060.623291
	Iteration 14Q: 3 clusters Score -2867876 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -2867872.500000 Penalty: 3060.623291
	Iteration 15Q: 3 clusters Score -2867872 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -2867887.000000 Penalty: 3060.623291
	Iteration 16Q: 3 clusters Score -2867887 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -2867880.750000 Penalty: 3060.623291
	Iteration 17Q: 3 clusters Score -2867881 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -2867890.000000 Penalty: 3060.623291
	Iteration 18Q: 3 clusters Score -2867890 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -2867896.250000 Penalty: 3060.623291
	Iteration 19Q: 3 clusters Score -2867896 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -2867906.250000 Penalty: 3060.623291
	Iteration 20F: 3 clusters Score -2867906 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -2867912.750000 Penalty: 3060.623291
	Iteration 21Q: 3 clusters Score -2867913 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -2867912.000000 Penalty: 3060.623291
	Iteration 22Q: 3 clusters Score -2867912 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -2867917.500000 Penalty: 3060.623291
	Iteration 23Q: 3 clusters Score -2867918 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -2867920.250000 Penalty: 3060.623291
	Iteration 24Q: 3 clusters Score -2867920 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -2867924.000000 Penalty: 3060.623291
	Iteration 25Q: 3 clusters Score -2867924 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -2867929.250000 Penalty: 3060.623291
	Iteration 26Q: 3 clusters Score -2867929 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -2867938.750000 Penalty: 3060.623291
	Iteration 27Q: 3 clusters Score -2867939 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -2867933.250000 Penalty: 3060.623291
	Iteration 28Q: 3 clusters Score -2867933 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -2867934.250000 Penalty: 3060.623291
	Iteration 29Q: 3 clusters Score -2867934 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -2867938.250000 Penalty: 3060.623291
	Iteration 30Q: 3 clusters Score -2867938 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -2867944.500000 Penalty: 3060.623291
	Iteration 31Q: 3 clusters Score -2867944 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -2867951.250000 Penalty: 3060.623291
	Iteration 32Q: 3 clusters Score -2867951 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -2867949.000000 Penalty: 3060.623291
	Iteration 33Q: 3 clusters Score -2867949 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -2867955.500000 Penalty: 3060.623291
	Iteration 34Q: 3 clusters Score -2867956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -2867956.500000 Penalty: 3060.623291
	Iteration 35Q: 3 clusters Score -2867956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -2867953.500000 Penalty: 3060.623291
	Iteration 36Q: 3 clusters Score -2867954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -2867949.500000 Penalty: 3060.623291
	Iteration 37Q: 3 clusters Score -2867950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -2867949.000000 Penalty: 3060.623291
	Iteration 38Q: 3 clusters Score -2867949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -2867951.000000 Penalty: 3060.623291
	Iteration 39Q: 3 clusters Score -2867951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -2867951.000000 Penalty: 3060.623291
	Iteration 40F: 3 clusters Score -2867951 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (22318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Entering Unmasked Estep 
Score: -2313987.750000 Penalty: 1489.956665
	Iteration 0F: 2 clusters Score -2313988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -2299463.750000 Penalty: 2979.913330
	Iteration 0F: 3 clusters Score -2299464 nChanged 9859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -2304872.750000 Penalty: 2979.913330
	Iteration 1F: 3 clusters Score -2304873 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -2305381.750000 Penalty: 2979.913330
	Iteration 2F: 3 clusters Score -2305382 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -2305823.250000 Penalty: 2979.913330
	Iteration 3Q: 3 clusters Score -2305823 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -2306182.250000 Penalty: 2979.913330
	Iteration 4Q: 3 clusters Score -2306182 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -2306523.500000 Penalty: 2979.913330
	Iteration 5Q: 3 clusters Score -2306524 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -2306919.250000 Penalty: 2979.913330
	Iteration 6Q: 3 clusters Score -2306919 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -2307379.000000 Penalty: 2979.913330
	Iteration 7Q: 3 clusters Score -2307379 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -2307816.750000 Penalty: 2979.913330
	Iteration 8Q: 3 clusters Score -2307817 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -2308315.750000 Penalty: 2979.913330
	Iteration 9Q: 3 clusters Score -2308316 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -2308810.500000 Penalty: 2979.913330
	Iteration 10Q: 3 clusters Score -2308810 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -2309329.500000 Penalty: 2979.913330
	Iteration 11Q: 3 clusters Score -2309330 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -2309796.750000 Penalty: 2979.913330
	Iteration 12Q: 3 clusters Score -2309797 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -2310155.000000 Penalty: 2979.913330
	Iteration 13Q: 3 clusters Score -2310155 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -2310433.750000 Penalty: 2979.913330
	Iteration 14Q: 3 clusters Score -2310434 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -2310650.000000 Penalty: 2979.913330
	Iteration 15Q: 3 clusters Score -2310650 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -2310826.000000 Penalty: 2979.913330
	Iteration 16Q: 3 clusters Score -2310826 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -2310957.250000 Penalty: 2979.913330
	Iteration 17Q: 3 clusters Score -2310957 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -2311069.500000 Penalty: 2979.913330
	Iteration 18Q: 3 clusters Score -2311070 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -2311167.500000 Penalty: 2979.913330
	Iteration 19Q: 3 clusters Score -2311168 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -2311284.500000 Penalty: 2979.913330
	Iteration 20F: 3 clusters Score -2311284 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -2311383.250000 Penalty: 2979.913330
	Iteration 21Q: 3 clusters Score -2311383 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -2311465.500000 Penalty: 2979.913330
	Iteration 22Q: 3 clusters Score -2311466 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -2311552.750000 Penalty: 2979.913330
	Iteration 23Q: 3 clusters Score -2311553 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -2311653.000000 Penalty: 2979.913330
	Iteration 24Q: 3 clusters Score -2311653 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -2311745.500000 Penalty: 2979.913330
	Iteration 25Q: 3 clusters Score -2311746 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -2311839.750000 Penalty: 2979.913330
	Iteration 26Q: 3 clusters Score -2311840 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -2311935.500000 Penalty: 2979.913330
	Iteration 27Q: 3 clusters Score -2311936 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -2312028.000000 Penalty: 2979.913330
	Iteration 28Q: 3 clusters Score -2312028 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -2312134.750000 Penalty: 2979.913330
	Iteration 29Q: 3 clusters Score -2312135 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -2312260.000000 Penalty: 2979.913330
	Iteration 30Q: 3 clusters Score -2312260 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2312377.000000 Penalty: 2979.913330
	Iteration 31Q: 3 clusters Score -2312377 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2312481.000000 Penalty: 2979.913330
	Iteration 32Q: 3 clusters Score -2312481 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2312570.750000 Penalty: 2979.913330
	Iteration 33Q: 3 clusters Score -2312571 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2312645.000000 Penalty: 2979.913330
	Iteration 34Q: 3 clusters Score -2312645 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2312706.000000 Penalty: 2979.913330
	Iteration 35Q: 3 clusters Score -2312706 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2312764.500000 Penalty: 2979.913330
	Iteration 36Q: 3 clusters Score -2312764 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2312823.500000 Penalty: 2979.913330
	Iteration 37Q: 3 clusters Score -2312824 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2312875.750000 Penalty: 2979.913330
	Iteration 38Q: 3 clusters Score -2312876 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2312917.750000 Penalty: 2979.913330
	Iteration 39Q: 3 clusters Score -2312918 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2312963.000000 Penalty: 2979.913330
	Iteration 40F: 3 clusters Score -2312963 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21119 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2312995.000000 Penalty: 2979.913330
	Iteration 41Q: 3 clusters Score -2312995 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2313011.000000 Penalty: 2979.913330
	Iteration 42Q: 3 clusters Score -2313011 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2313027.000000 Penalty: 2979.913330
	Iteration 43Q: 3 clusters Score -2313027 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2313043.000000 Penalty: 2979.913330
	Iteration 44Q: 3 clusters Score -2313043 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2313052.500000 Penalty: 2979.913330
	Iteration 45Q: 3 clusters Score -2313052 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2313064.500000 Penalty: 2979.913330
	Iteration 46Q: 3 clusters Score -2313064 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2313076.750000 Penalty: 2979.913330
	Iteration 47Q: 3 clusters Score -2313077 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2313085.250000 Penalty: 2979.913330
	Iteration 48Q: 3 clusters Score -2313085 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2313096.500000 Penalty: 2979.913330
	Iteration 49Q: 3 clusters Score -2313096 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2313107.500000 Penalty: 2979.913330
	Iteration 50Q: 3 clusters Score -2313108 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2313112.500000 Penalty: 2979.913330
	Iteration 51Q: 3 clusters Score -2313112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2313122.500000 Penalty: 2979.913330
	Iteration 52Q: 3 clusters Score -2313122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2313128.500000 Penalty: 2979.913330
	Iteration 53Q: 3 clusters Score -2313128 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2313137.250000 Penalty: 2979.913330
	Iteration 54Q: 3 clusters Score -2313137 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2313138.250000 Penalty: 2979.913330
	Iteration 55Q: 3 clusters Score -2313138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2313142.250000 Penalty: 2979.913330
	Iteration 56Q: 3 clusters Score -2313142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2313150.250000 Penalty: 2979.913330
	Iteration 57Q: 3 clusters Score -2313150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2313154.750000 Penalty: 2979.913330
	Iteration 58Q: 3 clusters Score -2313155 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2313164.250000 Penalty: 2979.913330
	Iteration 59Q: 3 clusters Score -2313164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2313176.000000 Penalty: 2979.913330
	Iteration 60F: 3 clusters Score -2313176 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2313185.250000 Penalty: 2979.913330
	Iteration 61Q: 3 clusters Score -2313185 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2313195.250000 Penalty: 2979.913330
	Iteration 62Q: 3 clusters Score -2313195 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2313207.500000 Penalty: 2979.913330
	Iteration 63Q: 3 clusters Score -2313208 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2313217.000000 Penalty: 2979.913330
	Iteration 64Q: 3 clusters Score -2313217 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2313223.000000 Penalty: 2979.913330
	Iteration 65Q: 3 clusters Score -2313223 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2313227.000000 Penalty: 2979.913330
	Iteration 66Q: 3 clusters Score -2313227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2313229.000000 Penalty: 2979.913330
	Iteration 67Q: 3 clusters Score -2313229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2313232.250000 Penalty: 2979.913330
	Iteration 68Q: 3 clusters Score -2313232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2313234.500000 Penalty: 2979.913330
	Iteration 69Q: 3 clusters Score -2313234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2313237.250000 Penalty: 2979.913330
	Iteration 70Q: 3 clusters Score -2313237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2313236.500000 Penalty: 2979.913330
	Iteration 71Q: 3 clusters Score -2313236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2313236.500000 Penalty: 2979.913330
	Iteration 72Q: 3 clusters Score -2313236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2313242.250000 Penalty: 2979.913330
	Iteration 73Q: 3 clusters Score -2313242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2313246.250000 Penalty: 2979.913330
	Iteration 74Q: 3 clusters Score -2313246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2313247.000000 Penalty: 2979.913330
	Iteration 75Q: 3 clusters Score -2313247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2313248.000000 Penalty: 2979.913330
	Iteration 76Q: 3 clusters Score -2313248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2313248.500000 Penalty: 2979.913330
	Iteration 77Q: 3 clusters Score -2313248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2313250.000000 Penalty: 2979.913330
	Iteration 78Q: 3 clusters Score -2313250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2313250.750000 Penalty: 2979.913330
	Iteration 79Q: 3 clusters Score -2313251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2313253.750000 Penalty: 2979.913330
	Iteration 80F: 3 clusters Score -2313254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2313253.250000 Penalty: 2979.913330
	Iteration 81Q: 3 clusters Score -2313253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2313253.250000 Penalty: 2979.913330
	Iteration 82F: 3 clusters Score -2313253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Entering Unmasked Estep 
Score: -114017.234375 Penalty: 1072.198486
	Iteration 0F: 2 clusters Score -114017.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -112746.968750 Penalty: 2144.396973
	Iteration 0F: 3 clusters Score -112747 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -113383.320312 Penalty: 2144.396973
	Iteration 1F: 3 clusters Score -113383.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -113639.687500 Penalty: 2144.396973
	Iteration 2F: 3 clusters Score -113639.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -113799.195312 Penalty: 2144.396973
	Iteration 3F: 3 clusters Score -113799.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -113926.867188 Penalty: 2144.396973
	Iteration 4F: 3 clusters Score -113926.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -114035.101562 Penalty: 2144.396973
	Iteration 5Q: 3 clusters Score -114035.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -114164.257812 Penalty: 2144.396973
	Iteration 6Q: 3 clusters Score -114164.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -114255.632812 Penalty: 2144.396973
	Iteration 7Q: 3 clusters Score -114255.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -114322.914062 Penalty: 2144.396973
	Iteration 8Q: 3 clusters Score -114322.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -114381.226562 Penalty: 2144.396973
	Iteration 9Q: 3 clusters Score -114381.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -114463.281250 Penalty: 2144.396973
	Iteration 10Q: 3 clusters Score -114463.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -114563.515625 Penalty: 2144.396973
	Iteration 11Q: 3 clusters Score -114563.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -114669.625000 Penalty: 2144.396973
	Iteration 12Q: 3 clusters Score -114669.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -114732.625000 Penalty: 2144.396973
	Iteration 13Q: 3 clusters Score -114732.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -114765.515625 Penalty: 2144.396973
	Iteration 14Q: 3 clusters Score -114765.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -114797.765625 Penalty: 2144.396973
	Iteration 15Q: 3 clusters Score -114797.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -114824.921875 Penalty: 2144.396973
	Iteration 16Q: 3 clusters Score -114824.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -114843.429688 Penalty: 2144.396973
	Iteration 17Q: 3 clusters Score -114843.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -114854.578125 Penalty: 2144.396973
	Iteration 18Q: 3 clusters Score -114854.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -114861.992188 Penalty: 2144.396973
	Iteration 19Q: 3 clusters Score -114862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -114866.406250 Penalty: 2144.396973
	Iteration 20F: 3 clusters Score -114866.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -114870.976562 Penalty: 2144.396973
	Iteration 21Q: 3 clusters Score -114871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -114871.914062 Penalty: 2144.396973
	Iteration 22Q: 3 clusters Score -114871.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -114871.914062 Penalty: 2144.396973
	Iteration 23F: 3 clusters Score -114871.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 60848 members 
Mstep: Class 2 contains 9777 members 
Mstep: Class 3 contains 6962 members 
Mstep: Class 4 contains 49547 members 
Mstep: Class 5 contains 9073 members 
Mstep: Class 6 contains 11588 members 
Mstep: Class 7 contains 77870 members 
Mstep: Class 8 contains 11183 members 
Mstep: Class 9 contains 11163 members 
Mstep: Class 10 contains 11434 members 
Mstep: Class 11 contains 14733 members 
Mstep: Class 12 contains 5455 members 
Mstep: Class 13 contains 17981 members 
Mstep: Class 14 contains 37750 members 
Mstep: Class 15 contains 17157 members 
Mstep: Class 16 contains 26178 members 
Mstep: Class 17 contains 29271 members 
Mstep: Class 18 contains 22318 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 20 contains 209930 members 
Mstep: Class 21 contains 36053 members 
Mstep: Class 22 contains 4893 members 
Mstep: Class 23 contains 9513 members 
Mstep: Class 24 contains 4750 members 
Mstep: Class 25 contains 44265 members 
Mstep: Class 26 contains 24575 members 
Mstep: Class 27 contains 26443 members 
Mstep: Class 28 contains 22313 members 
Mstep: Class 29 contains 38534 members 
Mstep: Class 30 contains 26032 members 
Mstep: Class 31 contains 8113 members 
Mstep: Class 32 contains 3387 members 
Mstep: Class 33 contains 6506 members 
Mstep: Class 34 contains 2808 members 
Mstep: Class 35 contains 325 members 
Entering Unmasked Estep 
Score: -88022488.000000 Penalty: 71401.359375
Splitting cluster 19 changes total score from -88008936.000000 to -88022488.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 20 (209930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209930 members 
Entering Unmasked Estep 
Score: -21035920.000000 Penalty: 1823.473999
	Iteration 0F: 2 clusters Score -2.103592e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105483 members 
Mstep: Class 2 contains 104447 members 
Entering Unmasked Estep 
Score: -20895974.000000 Penalty: 3646.947998
	Iteration 0F: 3 clusters Score -2.089597e+07 nChanged 101159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116184 members 
Mstep: Class 2 contains 93746 members 
Entering Unmasked Estep 
Score: -20957274.000000 Penalty: 3646.947998
	Iteration 1F: 3 clusters Score -2.095727e+07 nChanged 9721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123017 members 
Mstep: Class 2 contains 86913 members 
Entering Unmasked Estep 
Score: -20961190.000000 Penalty: 3646.947998
	Iteration 2Q: 3 clusters Score -2.096119e+07 nChanged 12307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132914 members 
Mstep: Class 2 contains 77016 members 
Entering Unmasked Estep 
Score: -20968088.000000 Penalty: 3646.947998
	Iteration 3F: 3 clusters Score -2.096809e+07 nChanged 15060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146168 members 
Mstep: Class 2 contains 63762 members 
Entering Unmasked Estep 
Score: -20979086.000000 Penalty: 3646.947998
	Iteration 4F: 3 clusters Score -2.097909e+07 nChanged 16743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161361 members 
Mstep: Class 2 contains 48569 members 
Entering Unmasked Estep 
Score: -20993168.000000 Penalty: 3646.947998
	Iteration 5F: 3 clusters Score -2.099317e+07 nChanged 15302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175685 members 
Mstep: Class 2 contains 34245 members 
Entering Unmasked Estep 
Score: -21006664.000000 Penalty: 3646.947998
	Iteration 6F: 3 clusters Score -2.100666e+07 nChanged 12081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187268 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -21017270.000000 Penalty: 3646.947998
	Iteration 7F: 3 clusters Score -2.101727e+07 nChanged 8441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195527 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -21024406.000000 Penalty: 3646.947998
	Iteration 8Q: 3 clusters Score -2.102441e+07 nChanged 5531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200996 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -21028844.000000 Penalty: 3646.947998
	Iteration 9Q: 3 clusters Score -2.102884e+07 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204278 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -21031596.000000 Penalty: 3646.947998
	Iteration 10Q: 3 clusters Score -2.10316e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206150 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -21032984.000000 Penalty: 3646.947998
	Iteration 11Q: 3 clusters Score -2.103298e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207151 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -21033706.000000 Penalty: 3646.947998
	Iteration 12Q: 3 clusters Score -2.103371e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207703 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -21034146.000000 Penalty: 3646.947998
	Iteration 13Q: 3 clusters Score -2.103415e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207996 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -21034356.000000 Penalty: 3646.947998
	Iteration 14Q: 3 clusters Score -2.103436e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208170 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -21034600.000000 Penalty: 3646.947998
	Iteration 15Q: 3 clusters Score -2.10346e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208272 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -21034756.000000 Penalty: 3646.947998
	Iteration 16Q: 3 clusters Score -2.103476e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208316 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -21034840.000000 Penalty: 3646.947998
	Iteration 17Q: 3 clusters Score -2.103484e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208343 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -21034936.000000 Penalty: 3646.947998
	Iteration 18Q: 3 clusters Score -2.103494e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208353 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -21035032.000000 Penalty: 3646.947998
	Iteration 19Q: 3 clusters Score -2.103503e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208345 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -21035066.000000 Penalty: 3646.947998
	Iteration 20F: 3 clusters Score -2.103507e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208337 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -21035096.000000 Penalty: 3646.947998
	Iteration 21Q: 3 clusters Score -2.10351e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208327 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -21035084.000000 Penalty: 3646.947998
	Iteration 22Q: 3 clusters Score -2.103508e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208313 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -21035126.000000 Penalty: 3646.947998
	Iteration 23Q: 3 clusters Score -2.103513e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208305 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -21035166.000000 Penalty: 3646.947998
	Iteration 24Q: 3 clusters Score -2.103517e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208290 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -21035208.000000 Penalty: 3646.947998
	Iteration 25Q: 3 clusters Score -2.103521e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208276 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -21035218.000000 Penalty: 3646.947998
	Iteration 26Q: 3 clusters Score -2.103522e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208272 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -21035196.000000 Penalty: 3646.947998
	Iteration 27Q: 3 clusters Score -2.10352e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208263 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -21035200.000000 Penalty: 3646.947998
	Iteration 28Q: 3 clusters Score -2.10352e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208255 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -21035202.000000 Penalty: 3646.947998
	Iteration 29Q: 3 clusters Score -2.10352e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208252 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -21035196.000000 Penalty: 3646.947998
	Iteration 30Q: 3 clusters Score -2.10352e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208246 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -21035222.000000 Penalty: 3646.947998
	Iteration 31Q: 3 clusters Score -2.103522e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208238 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -21035232.000000 Penalty: 3646.947998
	Iteration 32Q: 3 clusters Score -2.103523e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208239 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -21035252.000000 Penalty: 3646.947998
	Iteration 33Q: 3 clusters Score -2.103525e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208232 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -21035258.000000 Penalty: 3646.947998
	Iteration 34Q: 3 clusters Score -2.103526e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208223 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -21035258.000000 Penalty: 3646.947998
	Iteration 35Q: 3 clusters Score -2.103526e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208213 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -21035246.000000 Penalty: 3646.947998
	Iteration 36Q: 3 clusters Score -2.103525e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208210 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -21035256.000000 Penalty: 3646.947998
	Iteration 37Q: 3 clusters Score -2.103526e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208208 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -21035264.000000 Penalty: 3646.947998
	Iteration 38Q: 3 clusters Score -2.103526e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208206 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -21035256.000000 Penalty: 3646.947998
	Iteration 39Q: 3 clusters Score -2.103526e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208206 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -21035258.000000 Penalty: 3646.947998
	Iteration 40F: 3 clusters Score -2.103526e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208205 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -21035264.000000 Penalty: 3646.947998
	Iteration 41Q: 3 clusters Score -2.103526e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208199 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -21035260.000000 Penalty: 3646.947998
	Iteration 42Q: 3 clusters Score -2.103526e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208197 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -21035256.000000 Penalty: 3646.947998
	Iteration 43Q: 3 clusters Score -2.103526e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208195 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -21035252.000000 Penalty: 3646.947998
	Iteration 44Q: 3 clusters Score -2.103525e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208191 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -21035254.000000 Penalty: 3646.947998
	Iteration 45Q: 3 clusters Score -2.103525e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208188 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -21035266.000000 Penalty: 3646.947998
	Iteration 46Q: 3 clusters Score -2.103527e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208183 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -21035266.000000 Penalty: 3646.947998
	Iteration 47Q: 3 clusters Score -2.103527e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208179 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -21035272.000000 Penalty: 3646.947998
	Iteration 48Q: 3 clusters Score -2.103527e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208177 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -21035286.000000 Penalty: 3646.947998
	Iteration 49Q: 3 clusters Score -2.103529e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208176 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -21035276.000000 Penalty: 3646.947998
	Iteration 50Q: 3 clusters Score -2.103528e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208176 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -21035276.000000 Penalty: 3646.947998
	Iteration 51F: 3 clusters Score -2.103528e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (36053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36053 members 
Entering Unmasked Estep 
Score: -3632346.500000 Penalty: 1561.320557
	Iteration 0F: 2 clusters Score -3632346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -3608883.750000 Penalty: 3122.641113
	Iteration 0F: 3 clusters Score -3608884 nChanged 16427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -3618241.250000 Penalty: 3122.641113
	Iteration 1F: 3 clusters Score -3618241 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -3619454.500000 Penalty: 3122.641113
	Iteration 2F: 3 clusters Score -3619454 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -3620876.000000 Penalty: 3122.641113
	Iteration 3F: 3 clusters Score -3620876 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -3622587.500000 Penalty: 3122.641113
	Iteration 4F: 3 clusters Score -3622588 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -3624506.000000 Penalty: 3122.641113
	Iteration 5F: 3 clusters Score -3624506 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -3626515.250000 Penalty: 3122.641113
	Iteration 6F: 3 clusters Score -3626515 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -3628241.000000 Penalty: 3122.641113
	Iteration 7F: 3 clusters Score -3628241 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -3629639.750000 Penalty: 3122.641113
	Iteration 8F: 3 clusters Score -3629640 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -3630563.000000 Penalty: 3122.641113
	Iteration 9Q: 3 clusters Score -3630563 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -3631182.000000 Penalty: 3122.641113
	Iteration 10Q: 3 clusters Score -3631182 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 23150 members 
Entering Unmasked Estep 
Score: -3631567.000000 Penalty: 3122.641113
	Iteration 11Q: 3 clusters Score -3631567 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -3631817.000000 Penalty: 3122.641113
	Iteration 12Q: 3 clusters Score -3631817 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 23749 members 
Entering Unmasked Estep 
Score: -3631959.750000 Penalty: 3122.641113
	Iteration 13Q: 3 clusters Score -3631960 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 23991 members 
Entering Unmasked Estep 
Score: -3632043.000000 Penalty: 3122.641113
	Iteration 14Q: 3 clusters Score -3632043 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 24188 members 
Entering Unmasked Estep 
Score: -3632111.250000 Penalty: 3122.641113
	Iteration 15Q: 3 clusters Score -3632111 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 24357 members 
Entering Unmasked Estep 
Score: -3632159.000000 Penalty: 3122.641113
	Iteration 16Q: 3 clusters Score -3632159 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -3632190.250000 Penalty: 3122.641113
	Iteration 17Q: 3 clusters Score -3632190 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 24614 members 
Entering Unmasked Estep 
Score: -3632198.000000 Penalty: 3122.641113
	Iteration 18Q: 3 clusters Score -3632198 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 24724 members 
Entering Unmasked Estep 
Score: -3632213.250000 Penalty: 3122.641113
	Iteration 19Q: 3 clusters Score -3632213 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -3632220.000000 Penalty: 3122.641113
	Iteration 20F: 3 clusters Score -3632220 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 24917 members 
Entering Unmasked Estep 
Score: -3632244.250000 Penalty: 3122.641113
	Iteration 21Q: 3 clusters Score -3632244 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 24986 members 
Entering Unmasked Estep 
Score: -3632249.750000 Penalty: 3122.641113
	Iteration 22Q: 3 clusters Score -3632250 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 25048 members 
Entering Unmasked Estep 
Score: -3632243.000000 Penalty: 3122.641113
	Iteration 23Q: 3 clusters Score -3632243 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 25101 members 
Entering Unmasked Estep 
Score: -3632250.000000 Penalty: 3122.641113
	Iteration 24Q: 3 clusters Score -3632250 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 25147 members 
Entering Unmasked Estep 
Score: -3632253.750000 Penalty: 3122.641113
	Iteration 25Q: 3 clusters Score -3632254 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
Score: -3632251.500000 Penalty: 3122.641113
	Iteration 26Q: 3 clusters Score -3632252 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 25253 members 
Entering Unmasked Estep 
Score: -3632268.250000 Penalty: 3122.641113
	Iteration 27Q: 3 clusters Score -3632268 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 25307 members 
Entering Unmasked Estep 
Score: -3632274.000000 Penalty: 3122.641113
	Iteration 28Q: 3 clusters Score -3632274 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 25358 members 
Entering Unmasked Estep 
Score: -3632280.000000 Penalty: 3122.641113
	Iteration 29Q: 3 clusters Score -3632280 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 25403 members 
Entering Unmasked Estep 
Score: -3632285.500000 Penalty: 3122.641113
	Iteration 30Q: 3 clusters Score -3632286 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 25436 members 
Entering Unmasked Estep 
Score: -3632289.500000 Penalty: 3122.641113
	Iteration 31Q: 3 clusters Score -3632290 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 25470 members 
Entering Unmasked Estep 
Score: -3632293.000000 Penalty: 3122.641113
	Iteration 32Q: 3 clusters Score -3632293 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 25500 members 
Entering Unmasked Estep 
Score: -3632297.250000 Penalty: 3122.641113
	Iteration 33Q: 3 clusters Score -3632297 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 25537 members 
Entering Unmasked Estep 
Score: -3632306.500000 Penalty: 3122.641113
	Iteration 34Q: 3 clusters Score -3632306 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 25567 members 
Entering Unmasked Estep 
Score: -3632298.750000 Penalty: 3122.641113
	Iteration 35Q: 3 clusters Score -3632299 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 25587 members 
Entering Unmasked Estep 
Score: -3632297.750000 Penalty: 3122.641113
	Iteration 36Q: 3 clusters Score -3632298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 25601 members 
Entering Unmasked Estep 
Score: -3632295.500000 Penalty: 3122.641113
	Iteration 37Q: 3 clusters Score -3632296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 25617 members 
Entering Unmasked Estep 
Score: -3632300.250000 Penalty: 3122.641113
	Iteration 38Q: 3 clusters Score -3632300 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 25634 members 
Entering Unmasked Estep 
Score: -3632304.500000 Penalty: 3122.641113
	Iteration 39Q: 3 clusters Score -3632304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 25647 members 
Entering Unmasked Estep 
Score: -3632302.250000 Penalty: 3122.641113
	Iteration 40F: 3 clusters Score -3632302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -3632300.750000 Penalty: 3122.641113
	Iteration 41Q: 3 clusters Score -3632301 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -3632307.500000 Penalty: 3122.641113
	Iteration 42Q: 3 clusters Score -3632308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 25675 members 
Entering Unmasked Estep 
Score: -3632313.250000 Penalty: 3122.641113
	Iteration 43Q: 3 clusters Score -3632313 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 25684 members 
Entering Unmasked Estep 
Score: -3632308.250000 Penalty: 3122.641113
	Iteration 44Q: 3 clusters Score -3632308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 25686 members 
Entering Unmasked Estep 
Score: -3632309.750000 Penalty: 3122.641113
	Iteration 45Q: 3 clusters Score -3632310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 25689 members 
Entering Unmasked Estep 
Score: -3632313.500000 Penalty: 3122.641113
	Iteration 46Q: 3 clusters Score -3632314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 25693 members 
Entering Unmasked Estep 
Score: -3632310.750000 Penalty: 3122.641113
	Iteration 47Q: 3 clusters Score -3632311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
Score: -3632315.250000 Penalty: 3122.641113
	Iteration 48Q: 3 clusters Score -3632315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 25697 members 
Entering Unmasked Estep 
Score: -3632313.750000 Penalty: 3122.641113
	Iteration 49Q: 3 clusters Score -3632314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
Score: -3632313.250000 Penalty: 3122.641113
	Iteration 50Q: 3 clusters Score -3632313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 25701 members 
Entering Unmasked Estep 
Score: -3632316.500000 Penalty: 3122.641113
	Iteration 51Q: 3 clusters Score -3632316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 25703 members 
Entering Unmasked Estep 
Score: -3632315.000000 Penalty: 3122.641113
	Iteration 52Q: 3 clusters Score -3632315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -3632311.250000 Penalty: 3122.641113
	Iteration 53Q: 3 clusters Score -3632311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -3632313.750000 Penalty: 3122.641113
	Iteration 54Q: 3 clusters Score -3632314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
Score: -3632316.500000 Penalty: 3122.641113
	Iteration 55Q: 3 clusters Score -3632316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 25714 members 
Entering Unmasked Estep 
Score: -3632315.750000 Penalty: 3122.641113
	Iteration 56Q: 3 clusters Score -3632316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 25718 members 
Entering Unmasked Estep 
Score: -3632310.500000 Penalty: 3122.641113
	Iteration 57Q: 3 clusters Score -3632310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 25723 members 
Entering Unmasked Estep 
Score: -3632317.500000 Penalty: 3122.641113
	Iteration 58Q: 3 clusters Score -3632318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 25726 members 
Entering Unmasked Estep 
Score: -3632314.000000 Penalty: 3122.641113
	Iteration 59Q: 3 clusters Score -3632314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -3632316.250000 Penalty: 3122.641113
	Iteration 60F: 3 clusters Score -3632316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 25739 members 
Entering Unmasked Estep 
Score: -3632315.750000 Penalty: 3122.641113
	Iteration 61Q: 3 clusters Score -3632316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 25742 members 
Entering Unmasked Estep 
Score: -3632316.750000 Penalty: 3122.641113
	Iteration 62Q: 3 clusters Score -3632317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 25743 members 
Entering Unmasked Estep 
Score: -3632318.000000 Penalty: 3122.641113
	Iteration 63Q: 3 clusters Score -3632318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 25745 members 
Entering Unmasked Estep 
Score: -3632319.000000 Penalty: 3122.641113
	Iteration 64Q: 3 clusters Score -3632319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 25747 members 
Entering Unmasked Estep 
Score: -3632318.000000 Penalty: 3122.641113
	Iteration 65Q: 3 clusters Score -3632318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
Score: -3632315.500000 Penalty: 3122.641113
	Iteration 66Q: 3 clusters Score -3632316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 25754 members 
Entering Unmasked Estep 
Score: -3632318.750000 Penalty: 3122.641113
	Iteration 67Q: 3 clusters Score -3632319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 25754 members 
Entering Unmasked Estep 
Score: -3632318.750000 Penalty: 3122.641113
	Iteration 68F: 3 clusters Score -3632319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Entering Unmasked Estep 
Score: -455424.781250 Penalty: 1264.139404
	Iteration 0F: 2 clusters Score -455424.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -451903.500000 Penalty: 2528.278809
	Iteration 0F: 3 clusters Score -451903.5 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -452979.468750 Penalty: 2528.278809
	Iteration 1F: 3 clusters Score -452979.5 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -453301.906250 Penalty: 2528.278809
	Iteration 2F: 3 clusters Score -453301.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -453618.968750 Penalty: 2528.278809
	Iteration 3F: 3 clusters Score -453619 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -453916.312500 Penalty: 2528.278809
	Iteration 4F: 3 clusters Score -453916.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -454224.750000 Penalty: 2528.278809
	Iteration 5F: 3 clusters Score -454224.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -454526.843750 Penalty: 2528.278809
	Iteration 6Q: 3 clusters Score -454526.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -454720.406250 Penalty: 2528.278809
	Iteration 7Q: 3 clusters Score -454720.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -454815.687500 Penalty: 2528.278809
	Iteration 8Q: 3 clusters Score -454815.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -454869.875000 Penalty: 2528.278809
	Iteration 9Q: 3 clusters Score -454869.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -454909.812500 Penalty: 2528.278809
	Iteration 10Q: 3 clusters Score -454909.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -454946.156250 Penalty: 2528.278809
	Iteration 11Q: 3 clusters Score -454946.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -454983.812500 Penalty: 2528.278809
	Iteration 12Q: 3 clusters Score -454983.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -455028.062500 Penalty: 2528.278809
	Iteration 13Q: 3 clusters Score -455028.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -455073.312500 Penalty: 2528.278809
	Iteration 14Q: 3 clusters Score -455073.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -455134.187500 Penalty: 2528.278809
	Iteration 15Q: 3 clusters Score -455134.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -455199.906250 Penalty: 2528.278809
	Iteration 16Q: 3 clusters Score -455199.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -455254.562500 Penalty: 2528.278809
	Iteration 17Q: 3 clusters Score -455254.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -455299.187500 Penalty: 2528.278809
	Iteration 18Q: 3 clusters Score -455299.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -455329.281250 Penalty: 2528.278809
	Iteration 19Q: 3 clusters Score -455329.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -455364.000000 Penalty: 2528.278809
	Iteration 20F: 3 clusters Score -455364 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -455389.437500 Penalty: 2528.278809
	Iteration 21Q: 3 clusters Score -455389.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -455406.843750 Penalty: 2528.278809
	Iteration 22Q: 3 clusters Score -455406.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -455419.250000 Penalty: 2528.278809
	Iteration 23Q: 3 clusters Score -455419.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -455429.125000 Penalty: 2528.278809
	Iteration 24Q: 3 clusters Score -455429.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -455440.093750 Penalty: 2528.278809
	Iteration 25Q: 3 clusters Score -455440.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -455448.656250 Penalty: 2528.278809
	Iteration 26Q: 3 clusters Score -455448.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -455454.593750 Penalty: 2528.278809
	Iteration 27Q: 3 clusters Score -455454.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -455459.750000 Penalty: 2528.278809
	Iteration 28Q: 3 clusters Score -455459.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -455464.000000 Penalty: 2528.278809
	Iteration 29Q: 3 clusters Score -455464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -455467.687500 Penalty: 2528.278809
	Iteration 30Q: 3 clusters Score -455467.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -455470.250000 Penalty: 2528.278809
	Iteration 31Q: 3 clusters Score -455470.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -455471.937500 Penalty: 2528.278809
	Iteration 32Q: 3 clusters Score -455471.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -455472.093750 Penalty: 2528.278809
	Iteration 33Q: 3 clusters Score -455472.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -455471.843750 Penalty: 2528.278809
	Iteration 34Q: 3 clusters Score -455471.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -455473.843750 Penalty: 2528.278809
	Iteration 35Q: 3 clusters Score -455473.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -455473.843750 Penalty: 2528.278809
	Iteration 36F: 3 clusters Score -455473.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 60848 members 
Mstep: Class 2 contains 9777 members 
Mstep: Class 3 contains 6962 members 
Mstep: Class 4 contains 49547 members 
Mstep: Class 5 contains 9073 members 
Mstep: Class 6 contains 11588 members 
Mstep: Class 7 contains 77870 members 
Mstep: Class 8 contains 11183 members 
Mstep: Class 9 contains 11163 members 
Mstep: Class 10 contains 11434 members 
Mstep: Class 11 contains 14733 members 
Mstep: Class 12 contains 5455 members 
Mstep: Class 13 contains 17981 members 
Mstep: Class 14 contains 37750 members 
Mstep: Class 15 contains 17157 members 
Mstep: Class 16 contains 26178 members 
Mstep: Class 17 contains 29271 members 
Mstep: Class 18 contains 22318 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 20 contains 209930 members 
Mstep: Class 21 contains 36053 members 
Mstep: Class 22 contains 2369 members 
Mstep: Class 23 contains 9513 members 
Mstep: Class 24 contains 4750 members 
Mstep: Class 25 contains 44265 members 
Mstep: Class 26 contains 24575 members 
Mstep: Class 27 contains 26443 members 
Mstep: Class 28 contains 22313 members 
Mstep: Class 29 contains 38534 members 
Mstep: Class 30 contains 26032 members 
Mstep: Class 31 contains 8113 members 
Mstep: Class 32 contains 3387 members 
Mstep: Class 33 contains 6506 members 
Mstep: Class 34 contains 2808 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 2524 members 
Entering Unmasked Estep 
Score: -88021752.000000 Penalty: 73441.398438
Splitting cluster 22 changes total score from -88008936.000000 to -88021752.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 23 (9513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Entering Unmasked Estep 
Score: -904877.500000 Penalty: 1363.069702
	Iteration 0F: 2 clusters Score -904877.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -898406.062500 Penalty: 2726.139404
	Iteration 0F: 3 clusters Score -898406.1 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -900702.937500 Penalty: 2726.139404
	Iteration 1F: 3 clusters Score -900702.9 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -901204.500000 Penalty: 2726.139404
	Iteration 2F: 3 clusters Score -901204.5 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -901731.625000 Penalty: 2726.139404
	Iteration 3F: 3 clusters Score -901731.6 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -902250.812500 Penalty: 2726.139404
	Iteration 4F: 3 clusters Score -902250.8 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -902750.375000 Penalty: 2726.139404
	Iteration 5F: 3 clusters Score -902750.4 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -903261.812500 Penalty: 2726.139404
	Iteration 6F: 3 clusters Score -903261.8 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -903711.875000 Penalty: 2726.139404
	Iteration 7F: 3 clusters Score -903711.9 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -904067.312500 Penalty: 2726.139404
	Iteration 8Q: 3 clusters Score -904067.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -904288.875000 Penalty: 2726.139404
	Iteration 9Q: 3 clusters Score -904288.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -904442.750000 Penalty: 2726.139404
	Iteration 10Q: 3 clusters Score -904442.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -904560.437500 Penalty: 2726.139404
	Iteration 11Q: 3 clusters Score -904560.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -904627.250000 Penalty: 2726.139404
	Iteration 12Q: 3 clusters Score -904627.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -904668.375000 Penalty: 2726.139404
	Iteration 13Q: 3 clusters Score -904668.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -904707.687500 Penalty: 2726.139404
	Iteration 14Q: 3 clusters Score -904707.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -904735.437500 Penalty: 2726.139404
	Iteration 15Q: 3 clusters Score -904735.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -904756.687500 Penalty: 2726.139404
	Iteration 16Q: 3 clusters Score -904756.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -904782.625000 Penalty: 2726.139404
	Iteration 17Q: 3 clusters Score -904782.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -904796.187500 Penalty: 2726.139404
	Iteration 18Q: 3 clusters Score -904796.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -904809.750000 Penalty: 2726.139404
	Iteration 19Q: 3 clusters Score -904809.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -904824.625000 Penalty: 2726.139404
	Iteration 20F: 3 clusters Score -904824.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -904829.062500 Penalty: 2726.139404
	Iteration 21Q: 3 clusters Score -904829.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -904842.437500 Penalty: 2726.139404
	Iteration 22Q: 3 clusters Score -904842.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -904853.250000 Penalty: 2726.139404
	Iteration 23Q: 3 clusters Score -904853.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -904864.062500 Penalty: 2726.139404
	Iteration 24Q: 3 clusters Score -904864.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -904872.187500 Penalty: 2726.139404
	Iteration 25Q: 3 clusters Score -904872.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -904882.750000 Penalty: 2726.139404
	Iteration 26Q: 3 clusters Score -904882.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -904896.562500 Penalty: 2726.139404
	Iteration 27Q: 3 clusters Score -904896.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -904907.062500 Penalty: 2726.139404
	Iteration 28Q: 3 clusters Score -904907.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -904916.312500 Penalty: 2726.139404
	Iteration 29Q: 3 clusters Score -904916.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -904921.812500 Penalty: 2726.139404
	Iteration 30Q: 3 clusters Score -904921.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -904925.250000 Penalty: 2726.139404
	Iteration 31Q: 3 clusters Score -904925.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -904936.187500 Penalty: 2726.139404
	Iteration 32Q: 3 clusters Score -904936.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -904941.937500 Penalty: 2726.139404
	Iteration 33Q: 3 clusters Score -904941.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -904952.312500 Penalty: 2726.139404
	Iteration 34Q: 3 clusters Score -904952.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -904971.187500 Penalty: 2726.139404
	Iteration 35Q: 3 clusters Score -904971.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -904987.812500 Penalty: 2726.139404
	Iteration 36Q: 3 clusters Score -904987.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -905000.750000 Penalty: 2726.139404
	Iteration 37Q: 3 clusters Score -905000.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -905013.187500 Penalty: 2726.139404
	Iteration 38Q: 3 clusters Score -905013.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -905028.375000 Penalty: 2726.139404
	Iteration 39Q: 3 clusters Score -905028.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -905041.437500 Penalty: 2726.139404
	Iteration 40F: 3 clusters Score -905041.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -905051.187500 Penalty: 2726.139404
	Iteration 41Q: 3 clusters Score -905051.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -905066.062500 Penalty: 2726.139404
	Iteration 42Q: 3 clusters Score -905066.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -905077.375000 Penalty: 2726.139404
	Iteration 43Q: 3 clusters Score -905077.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -905084.500000 Penalty: 2726.139404
	Iteration 44Q: 3 clusters Score -905084.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -905090.750000 Penalty: 2726.139404
	Iteration 45Q: 3 clusters Score -905090.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -905099.375000 Penalty: 2726.139404
	Iteration 46Q: 3 clusters Score -905099.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -905108.875000 Penalty: 2726.139404
	Iteration 47Q: 3 clusters Score -905108.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -905120.062500 Penalty: 2726.139404
	Iteration 48Q: 3 clusters Score -905120.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -905128.250000 Penalty: 2726.139404
	Iteration 49Q: 3 clusters Score -905128.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -905134.562500 Penalty: 2726.139404
	Iteration 50Q: 3 clusters Score -905134.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -905142.625000 Penalty: 2726.139404
	Iteration 51Q: 3 clusters Score -905142.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -905146.750000 Penalty: 2726.139404
	Iteration 52Q: 3 clusters Score -905146.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -905154.812500 Penalty: 2726.139404
	Iteration 53Q: 3 clusters Score -905154.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -905160.687500 Penalty: 2726.139404
	Iteration 54Q: 3 clusters Score -905160.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -905164.875000 Penalty: 2726.139404
	Iteration 55Q: 3 clusters Score -905164.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -905164.437500 Penalty: 2726.139404
	Iteration 56Q: 3 clusters Score -905164.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -905165.812500 Penalty: 2726.139404
	Iteration 57Q: 3 clusters Score -905165.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -905168.437500 Penalty: 2726.139404
	Iteration 58Q: 3 clusters Score -905168.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -905168.125000 Penalty: 2726.139404
	Iteration 59Q: 3 clusters Score -905168.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -905168.562500 Penalty: 2726.139404
	Iteration 60F: 3 clusters Score -905168.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -905169.437500 Penalty: 2726.139404
	Iteration 61Q: 3 clusters Score -905169.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -905169.062500 Penalty: 2726.139404
	Iteration 62Q: 3 clusters Score -905169.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -905168.375000 Penalty: 2726.139404
	Iteration 63Q: 3 clusters Score -905168.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -905168.437500 Penalty: 2726.139404
	Iteration 64Q: 3 clusters Score -905168.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -905169.625000 Penalty: 2726.139404
	Iteration 65Q: 3 clusters Score -905169.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -905169.625000 Penalty: 2726.139404
	Iteration 66F: 3 clusters Score -905169.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 60848 members 
Mstep: Class 2 contains 9777 members 
Mstep: Class 3 contains 6962 members 
Mstep: Class 4 contains 49547 members 
Mstep: Class 5 contains 9073 members 
Mstep: Class 6 contains 11588 members 
Mstep: Class 7 contains 77870 members 
Mstep: Class 8 contains 11183 members 
Mstep: Class 9 contains 11163 members 
Mstep: Class 10 contains 11434 members 
Mstep: Class 11 contains 14733 members 
Mstep: Class 12 contains 5455 members 
Mstep: Class 13 contains 17981 members 
Mstep: Class 14 contains 37750 members 
Mstep: Class 15 contains 17157 members 
Mstep: Class 16 contains 26178 members 
Mstep: Class 17 contains 29271 members 
Mstep: Class 18 contains 22318 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 20 contains 209930 members 
Mstep: Class 21 contains 36053 members 
Mstep: Class 22 contains 2369 members 
Mstep: Class 23 contains 6269 members 
Mstep: Class 24 contains 4750 members 
Mstep: Class 25 contains 44265 members 
Mstep: Class 26 contains 24575 members 
Mstep: Class 27 contains 26443 members 
Mstep: Class 28 contains 22313 members 
Mstep: Class 29 contains 38534 members 
Mstep: Class 30 contains 26032 members 
Mstep: Class 31 contains 8113 members 
Mstep: Class 32 contains 3387 members 
Mstep: Class 33 contains 6506 members 
Mstep: Class 34 contains 2808 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 2524 members 
Mstep: Class 37 contains 3244 members 
Entering Unmasked Estep 
Score: -88021360.000000 Penalty: 75481.437500
Splitting cluster 23 changes total score from -88008936.000000 to -88021360.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 24 (4750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Entering Unmasked Estep 
Score: -407939.562500 Penalty: 1259.725830
	Iteration 0F: 2 clusters Score -407939.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -404476.781250 Penalty: 2519.451660
	Iteration 0F: 3 clusters Score -404476.8 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -405703.812500 Penalty: 2519.451660
	Iteration 1F: 3 clusters Score -405703.8 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -406250.218750 Penalty: 2519.451660
	Iteration 2F: 3 clusters Score -406250.2 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -406924.000000 Penalty: 2519.451660
	Iteration 3F: 3 clusters Score -406924 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -407494.968750 Penalty: 2519.451660
	Iteration 4F: 3 clusters Score -407495 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -407945.781250 Penalty: 2519.451660
	Iteration 5F: 3 clusters Score -407945.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -408202.437500 Penalty: 2519.451660
	Iteration 6F: 3 clusters Score -408202.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -408319.031250 Penalty: 2519.451660
	Iteration 7Q: 3 clusters Score -408319 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -408377.562500 Penalty: 2519.451660
	Iteration 8Q: 3 clusters Score -408377.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -408426.218750 Penalty: 2519.451660
	Iteration 9Q: 3 clusters Score -408426.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -408454.000000 Penalty: 2519.451660
	Iteration 10Q: 3 clusters Score -408454 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -408465.562500 Penalty: 2519.451660
	Iteration 11Q: 3 clusters Score -408465.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -408474.000000 Penalty: 2519.451660
	Iteration 12Q: 3 clusters Score -408474 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -408481.062500 Penalty: 2519.451660
	Iteration 13Q: 3 clusters Score -408481.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -408489.406250 Penalty: 2519.451660
	Iteration 14Q: 3 clusters Score -408489.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -408494.593750 Penalty: 2519.451660
	Iteration 15Q: 3 clusters Score -408494.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -408501.312500 Penalty: 2519.451660
	Iteration 16Q: 3 clusters Score -408501.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -408506.125000 Penalty: 2519.451660
	Iteration 17Q: 3 clusters Score -408506.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -408507.812500 Penalty: 2519.451660
	Iteration 18Q: 3 clusters Score -408507.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -408508.875000 Penalty: 2519.451660
	Iteration 19Q: 3 clusters Score -408508.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -408510.343750 Penalty: 2519.451660
	Iteration 20F: 3 clusters Score -408510.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -408510.625000 Penalty: 2519.451660
	Iteration 21Q: 3 clusters Score -408510.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -408510.906250 Penalty: 2519.451660
	Iteration 22Q: 3 clusters Score -408510.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -408511.500000 Penalty: 2519.451660
	Iteration 23Q: 3 clusters Score -408511.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -408511.500000 Penalty: 2519.451660
	Iteration 24F: 3 clusters Score -408511.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 60848 members 
Mstep: Class 2 contains 9777 members 
Mstep: Class 3 contains 6962 members 
Mstep: Class 4 contains 49547 members 
Mstep: Class 5 contains 9073 members 
Mstep: Class 6 contains 11588 members 
Mstep: Class 7 contains 77870 members 
Mstep: Class 8 contains 11183 members 
Mstep: Class 9 contains 11163 members 
Mstep: Class 10 contains 11434 members 
Mstep: Class 11 contains 14733 members 
Mstep: Class 12 contains 5455 members 
Mstep: Class 13 contains 17981 members 
Mstep: Class 14 contains 37750 members 
Mstep: Class 15 contains 17157 members 
Mstep: Class 16 contains 26178 members 
Mstep: Class 17 contains 29271 members 
Mstep: Class 18 contains 22318 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 20 contains 209930 members 
Mstep: Class 21 contains 36053 members 
Mstep: Class 22 contains 2369 members 
Mstep: Class 23 contains 6269 members 
Mstep: Class 24 contains 1584 members 
Mstep: Class 25 contains 44265 members 
Mstep: Class 26 contains 24575 members 
Mstep: Class 27 contains 26443 members 
Mstep: Class 28 contains 22313 members 
Mstep: Class 29 contains 38534 members 
Mstep: Class 30 contains 26032 members 
Mstep: Class 31 contains 8113 members 
Mstep: Class 32 contains 3387 members 
Mstep: Class 33 contains 6506 members 
Mstep: Class 34 contains 2808 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 2524 members 
Mstep: Class 37 contains 3244 members 
Mstep: Class 38 contains 3166 members 
Entering Unmasked Estep 
Score: -88021056.000000 Penalty: 77521.476562
Splitting cluster 24 changes total score from -88008936.000000 to -88021056.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 25 (44265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44265 members 
Entering Unmasked Estep 
Score: -4605483.500000 Penalty: 1591.854858
	Iteration 0F: 2 clusters Score -4605484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -4576730.500000 Penalty: 3183.709717
	Iteration 0F: 3 clusters Score -4576730 nChanged 20374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -4588100.500000 Penalty: 3183.709717
	Iteration 1F: 3 clusters Score -4588100 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 25479 members 
Entering Unmasked Estep 
Score: -4588918.500000 Penalty: 3183.709717
	Iteration 2Q: 3 clusters Score -4588918 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 27101 members 
Entering Unmasked Estep 
Score: -4590054.500000 Penalty: 3183.709717
	Iteration 3F: 3 clusters Score -4590054 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 29356 members 
Entering Unmasked Estep 
Score: -4591546.500000 Penalty: 3183.709717
	Iteration 4F: 3 clusters Score -4591546 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 32138 members 
Entering Unmasked Estep 
Score: -4593673.500000 Penalty: 3183.709717
	Iteration 5F: 3 clusters Score -4593674 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 35329 members 
Entering Unmasked Estep 
Score: -4596422.000000 Penalty: 3183.709717
	Iteration 6F: 3 clusters Score -4596422 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 38433 members 
Entering Unmasked Estep 
Score: -4599312.500000 Penalty: 3183.709717
	Iteration 7F: 3 clusters Score -4599312 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 40818 members 
Entering Unmasked Estep 
Score: -4601564.000000 Penalty: 3183.709717
	Iteration 8F: 3 clusters Score -4601564 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 42294 members 
Entering Unmasked Estep 
Score: -4603062.000000 Penalty: 3183.709717
	Iteration 9Q: 3 clusters Score -4603062 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 42962 members 
Entering Unmasked Estep 
Score: -4603931.000000 Penalty: 3183.709717
	Iteration 10Q: 3 clusters Score -4603931 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 43133 members 
Entering Unmasked Estep 
Score: -4604423.000000 Penalty: 3183.709717
	Iteration 11Q: 3 clusters Score -4604423 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 43114 members 
Entering Unmasked Estep 
Score: -4604602.000000 Penalty: 3183.709717
	Iteration 12Q: 3 clusters Score -4604602 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 43023 members 
Entering Unmasked Estep 
Score: -4604712.000000 Penalty: 3183.709717
	Iteration 13Q: 3 clusters Score -4604712 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 42934 members 
Entering Unmasked Estep 
Score: -4604801.000000 Penalty: 3183.709717
	Iteration 14Q: 3 clusters Score -4604801 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 42829 members 
Entering Unmasked Estep 
Score: -4604891.000000 Penalty: 3183.709717
	Iteration 15Q: 3 clusters Score -4604891 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 42703 members 
Entering Unmasked Estep 
Score: -4604960.500000 Penalty: 3183.709717
	Iteration 16Q: 3 clusters Score -4604960 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 42584 members 
Entering Unmasked Estep 
Score: -4605038.000000 Penalty: 3183.709717
	Iteration 17Q: 3 clusters Score -4605038 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 42428 members 
Entering Unmasked Estep 
Score: -4605135.000000 Penalty: 3183.709717
	Iteration 18Q: 3 clusters Score -4605135 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 42262 members 
Entering Unmasked Estep 
Score: -4605255.000000 Penalty: 3183.709717
	Iteration 19Q: 3 clusters Score -4605255 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 42057 members 
Entering Unmasked Estep 
Score: -4605399.000000 Penalty: 3183.709717
	Iteration 20F: 3 clusters Score -4605399 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 41824 members 
Entering Unmasked Estep 
Score: -4605541.500000 Penalty: 3183.709717
	Iteration 21Q: 3 clusters Score -4605542 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 41545 members 
Entering Unmasked Estep 
Score: -4605692.000000 Penalty: 3183.709717
	Iteration 22Q: 3 clusters Score -4605692 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 41246 members 
Entering Unmasked Estep 
Score: -4605869.500000 Penalty: 3183.709717
	Iteration 23Q: 3 clusters Score -4605870 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 40922 members 
Entering Unmasked Estep 
Score: -4606082.500000 Penalty: 3183.709717
	Iteration 24Q: 3 clusters Score -4606082 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 40520 members 
Entering Unmasked Estep 
Score: -4606351.500000 Penalty: 3183.709717
	Iteration 25Q: 3 clusters Score -4606352 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 40054 members 
Entering Unmasked Estep 
Score: -4606618.500000 Penalty: 3183.709717
	Iteration 26Q: 3 clusters Score -4606618 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 39536 members 
Entering Unmasked Estep 
Score: -4606974.500000 Penalty: 3183.709717
	Iteration 27Q: 3 clusters Score -4606974 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 38941 members 
Entering Unmasked Estep 
Score: -4607351.000000 Penalty: 3183.709717
	Iteration 28Q: 3 clusters Score -4607351 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 38249 members 
Entering Unmasked Estep 
Score: -4607803.500000 Penalty: 3183.709717
	Iteration 29Q: 3 clusters Score -4607804 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 37480 members 
Entering Unmasked Estep 
Score: -4608285.000000 Penalty: 3183.709717
	Iteration 30Q: 3 clusters Score -4608285 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 36730 members 
Entering Unmasked Estep 
Score: -4608752.000000 Penalty: 3183.709717
	Iteration 31Q: 3 clusters Score -4608752 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 36040 members 
Entering Unmasked Estep 
Score: -4609090.000000 Penalty: 3183.709717
	Iteration 32Q: 3 clusters Score -4609090 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 35409 members 
Entering Unmasked Estep 
Score: -4609392.500000 Penalty: 3183.709717
	Iteration 33Q: 3 clusters Score -4609392 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 34860 members 
Entering Unmasked Estep 
Score: -4609620.500000 Penalty: 3183.709717
	Iteration 34Q: 3 clusters Score -4609620 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 34365 members 
Entering Unmasked Estep 
Score: -4609800.000000 Penalty: 3183.709717
	Iteration 35Q: 3 clusters Score -4609800 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 33957 members 
Entering Unmasked Estep 
Score: -4609918.500000 Penalty: 3183.709717
	Iteration 36Q: 3 clusters Score -4609918 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 33619 members 
Entering Unmasked Estep 
Score: -4610043.000000 Penalty: 3183.709717
	Iteration 37Q: 3 clusters Score -4610043 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 33307 members 
Entering Unmasked Estep 
Score: -4610145.500000 Penalty: 3183.709717
	Iteration 38Q: 3 clusters Score -4610146 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 33014 members 
Entering Unmasked Estep 
Score: -4610226.500000 Penalty: 3183.709717
	Iteration 39Q: 3 clusters Score -4610226 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 32739 members 
Entering Unmasked Estep 
Score: -4611106.000000 Penalty: 3183.709717
	Iteration 40F: 3 clusters Score -4611106 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 31516 members 
Entering Unmasked Estep 
Score: -4612331.000000 Penalty: 3183.709717
	Iteration 41Q: 3 clusters Score -4612331 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 30229 members 
Entering Unmasked Estep 
Score: -4613468.000000 Penalty: 3183.709717
	Iteration 42Q: 3 clusters Score -4613468 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 28876 members 
Entering Unmasked Estep 
Score: -4614718.000000 Penalty: 3183.709717
	Iteration 43Q: 3 clusters Score -4614718 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 27490 members 
Entering Unmasked Estep 
Score: -4616093.500000 Penalty: 3183.709717
	Iteration 44Q: 3 clusters Score -4616094 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 26021 members 
Entering Unmasked Estep 
Score: -4617758.000000 Penalty: 3183.709717
	Iteration 45Q: 3 clusters Score -4617758 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -4619676.500000 Penalty: 3183.709717
	Iteration 46Q: 3 clusters Score -4619676 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -4621663.500000 Penalty: 3183.709717
	Iteration 47Q: 3 clusters Score -4621664 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
Score: -4623376.000000 Penalty: 3183.709717
	Iteration 48Q: 3 clusters Score -4623376 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22916 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -4624583.000000 Penalty: 3183.709717
	Iteration 49Q: 3 clusters Score -4624583 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -4625472.500000 Penalty: 3183.709717
	Iteration 50Q: 3 clusters Score -4625472 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23596 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -4626020.000000 Penalty: 3183.709717
	Iteration 51Q: 3 clusters Score -4626020 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -4626422.500000 Penalty: 3183.709717
	Iteration 52Q: 3 clusters Score -4626422 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -4626589.000000 Penalty: 3183.709717
	Iteration 53Q: 3 clusters Score -4626589 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -4626723.000000 Penalty: 3183.709717
	Iteration 54Q: 3 clusters Score -4626723 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23960 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -4626767.500000 Penalty: 3183.709717
	Iteration 55Q: 3 clusters Score -4626768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23974 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -4626783.500000 Penalty: 3183.709717
	Iteration 56Q: 3 clusters Score -4626784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -4626788.500000 Penalty: 3183.709717
	Iteration 57Q: 3 clusters Score -4626788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -4626797.500000 Penalty: 3183.709717
	Iteration 58Q: 3 clusters Score -4626798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -4626793.000000 Penalty: 3183.709717
	Iteration 59Q: 3 clusters Score -4626793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -4627109.500000 Penalty: 3183.709717
	Iteration 60F: 3 clusters Score -4627110 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -4627192.500000 Penalty: 3183.709717
	Iteration 61Q: 3 clusters Score -4627192 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -4627201.500000 Penalty: 3183.709717
	Iteration 62Q: 3 clusters Score -4627202 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -4627208.500000 Penalty: 3183.709717
	Iteration 63Q: 3 clusters Score -4627208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24225 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -4627212.000000 Penalty: 3183.709717
	Iteration 64Q: 3 clusters Score -4627212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -4627215.500000 Penalty: 3183.709717
	Iteration 65Q: 3 clusters Score -4627216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -4627215.000000 Penalty: 3183.709717
	Iteration 66Q: 3 clusters Score -4627215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24231 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -4627215.000000 Penalty: 3183.709717
	Iteration 67Q: 3 clusters Score -4627215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24232 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -4627213.000000 Penalty: 3183.709717
	Iteration 68Q: 3 clusters Score -4627213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24232 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -4627213.000000 Penalty: 3183.709717
	Iteration 69F: 3 clusters Score -4627213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 60848 members 
Mstep: Class 2 contains 9777 members 
Mstep: Class 3 contains 6962 members 
Mstep: Class 4 contains 49547 members 
Mstep: Class 5 contains 9073 members 
Mstep: Class 6 contains 11588 members 
Mstep: Class 7 contains 77870 members 
Mstep: Class 8 contains 11183 members 
Mstep: Class 9 contains 11163 members 
Mstep: Class 10 contains 11434 members 
Mstep: Class 11 contains 14733 members 
Mstep: Class 12 contains 5455 members 
Mstep: Class 13 contains 17981 members 
Mstep: Class 14 contains 37750 members 
Mstep: Class 15 contains 17157 members 
Mstep: Class 16 contains 26178 members 
Mstep: Class 17 contains 29271 members 
Mstep: Class 18 contains 22318 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 20 contains 209930 members 
Mstep: Class 21 contains 36053 members 
Mstep: Class 22 contains 2369 members 
Mstep: Class 23 contains 6269 members 
Mstep: Class 24 contains 1584 members 
Mstep: Class 25 contains 24232 members 
Mstep: Class 26 contains 24575 members 
Mstep: Class 27 contains 26443 members 
Mstep: Class 28 contains 22313 members 
Mstep: Class 29 contains 38534 members 
Mstep: Class 30 contains 26032 members 
Mstep: Class 31 contains 8113 members 
Mstep: Class 32 contains 3387 members 
Mstep: Class 33 contains 6506 members 
Mstep: Class 34 contains 2808 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 2524 members 
Mstep: Class 37 contains 3244 members 
Mstep: Class 38 contains 3166 members 
Mstep: Class 39 contains 20033 members 
Entering Unmasked Estep 
Score: -88042056.000000 Penalty: 79561.515625
Splitting cluster 25 changes total score from -88008936.000000 to -88042056.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 26 (24575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Entering Unmasked Estep 
Score: -2549482.750000 Penalty: 1504.291382
	Iteration 0F: 2 clusters Score -2549483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -2533438.000000 Penalty: 3008.582764
	Iteration 0F: 3 clusters Score -2533438 nChanged 11070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -2539718.000000 Penalty: 3008.582764
	Iteration 1F: 3 clusters Score -2539718 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -2540838.000000 Penalty: 3008.582764
	Iteration 2F: 3 clusters Score -2540838 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -2542833.500000 Penalty: 3008.582764
	Iteration 3F: 3 clusters Score -2542834 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -2546569.250000 Penalty: 3008.582764
	Iteration 4F: 3 clusters Score -2546569 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -2553241.500000 Penalty: 3008.582764
	Iteration 5F: 3 clusters Score -2553242 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -2558406.000000 Penalty: 3008.582764
	Iteration 6F: 3 clusters Score -2558406 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -2559981.000000 Penalty: 3008.582764
	Iteration 7F: 3 clusters Score -2559981 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -2560784.500000 Penalty: 3008.582764
	Iteration 8Q: 3 clusters Score -2560784 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -2561459.750000 Penalty: 3008.582764
	Iteration 9Q: 3 clusters Score -2561460 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -2562052.250000 Penalty: 3008.582764
	Iteration 10Q: 3 clusters Score -2562052 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -2562522.000000 Penalty: 3008.582764
	Iteration 11Q: 3 clusters Score -2562522 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -2562725.500000 Penalty: 3008.582764
	Iteration 12Q: 3 clusters Score -2562726 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -2562780.500000 Penalty: 3008.582764
	Iteration 13Q: 3 clusters Score -2562780 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -2562788.750000 Penalty: 3008.582764
	Iteration 14Q: 3 clusters Score -2562789 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -2562793.750000 Penalty: 3008.582764
	Iteration 15Q: 3 clusters Score -2562794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -2562794.000000 Penalty: 3008.582764
	Iteration 16Q: 3 clusters Score -2562794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -2562793.750000 Penalty: 3008.582764
	Iteration 17Q: 3 clusters Score -2562794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -2562795.500000 Penalty: 3008.582764
	Iteration 18Q: 3 clusters Score -2562796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -2562795.500000 Penalty: 3008.582764
	Iteration 19F: 3 clusters Score -2562796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 60848 members 
Mstep: Class 2 contains 9777 members 
Mstep: Class 3 contains 6962 members 
Mstep: Class 4 contains 49547 members 
Mstep: Class 5 contains 9073 members 
Mstep: Class 6 contains 11588 members 
Mstep: Class 7 contains 77870 members 
Mstep: Class 8 contains 11183 members 
Mstep: Class 9 contains 11163 members 
Mstep: Class 10 contains 11434 members 
Mstep: Class 11 contains 14733 members 
Mstep: Class 12 contains 5455 members 
Mstep: Class 13 contains 17981 members 
Mstep: Class 14 contains 37750 members 
Mstep: Class 15 contains 17157 members 
Mstep: Class 16 contains 26178 members 
Mstep: Class 17 contains 29271 members 
Mstep: Class 18 contains 22318 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 20 contains 209930 members 
Mstep: Class 21 contains 36053 members 
Mstep: Class 22 contains 2369 members 
Mstep: Class 23 contains 6269 members 
Mstep: Class 24 contains 1584 members 
Mstep: Class 25 contains 24232 members 
Mstep: Class 26 contains 6484 members 
Mstep: Class 27 contains 26443 members 
Mstep: Class 28 contains 22313 members 
Mstep: Class 29 contains 38534 members 
Mstep: Class 30 contains 26032 members 
Mstep: Class 31 contains 8113 members 
Mstep: Class 32 contains 3387 members 
Mstep: Class 33 contains 6506 members 
Mstep: Class 34 contains 2808 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 2524 members 
Mstep: Class 37 contains 3244 members 
Mstep: Class 38 contains 3166 members 
Mstep: Class 39 contains 20033 members 
Mstep: Class 40 contains 18091 members 
Entering Unmasked Estep 
Score: -88054584.000000 Penalty: 81601.554688
Splitting cluster 26 changes total score from -88008936.000000 to -88054584.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 27 (26443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26443 members 
Entering Unmasked Estep 
Score: -2732426.000000 Penalty: 1515.192749
	Iteration 0F: 2 clusters Score -2732426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -2715133.500000 Penalty: 3030.385498
	Iteration 0F: 3 clusters Score -2715134 nChanged 11938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -2721538.750000 Penalty: 3030.385498
	Iteration 1F: 3 clusters Score -2721539 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -2722015.750000 Penalty: 3030.385498
	Iteration 2Q: 3 clusters Score -2722016 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -2722485.500000 Penalty: 3030.385498
	Iteration 3Q: 3 clusters Score -2722486 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -2722991.750000 Penalty: 3030.385498
	Iteration 4Q: 3 clusters Score -2722992 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -2723550.500000 Penalty: 3030.385498
	Iteration 5Q: 3 clusters Score -2723550 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -2724188.250000 Penalty: 3030.385498
	Iteration 6Q: 3 clusters Score -2724188 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -2724825.750000 Penalty: 3030.385498
	Iteration 7Q: 3 clusters Score -2724826 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -2725546.000000 Penalty: 3030.385498
	Iteration 8F: 3 clusters Score -2725546 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -2726211.000000 Penalty: 3030.385498
	Iteration 9Q: 3 clusters Score -2726211 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -2726750.250000 Penalty: 3030.385498
	Iteration 10Q: 3 clusters Score -2726750 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -2727227.250000 Penalty: 3030.385498
	Iteration 11Q: 3 clusters Score -2727227 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -2727688.500000 Penalty: 3030.385498
	Iteration 12Q: 3 clusters Score -2727688 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -2728302.000000 Penalty: 3030.385498
	Iteration 13Q: 3 clusters Score -2728302 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -2729233.750000 Penalty: 3030.385498
	Iteration 14Q: 3 clusters Score -2729234 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -2730813.000000 Penalty: 3030.385498
	Iteration 15Q: 3 clusters Score -2730813 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -2734363.750000 Penalty: 3030.385498
	Iteration 16Q: 3 clusters Score -2734364 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -2737957.500000 Penalty: 3030.385498
	Iteration 17F: 3 clusters Score -2737958 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -2739922.750000 Penalty: 3030.385498
	Iteration 18F: 3 clusters Score -2739923 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -2742363.000000 Penalty: 3030.385498
	Iteration 19F: 3 clusters Score -2742363 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -2745825.000000 Penalty: 3030.385498
	Iteration 20F: 3 clusters Score -2745825 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -2750442.000000 Penalty: 3030.385498
	Iteration 21Q: 3 clusters Score -2750442 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -2751857.250000 Penalty: 3030.385498
	Iteration 22Q: 3 clusters Score -2751857 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -2751872.750000 Penalty: 3030.385498
	Iteration 23Q: 3 clusters Score -2751873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -2751870.750000 Penalty: 3030.385498
	Iteration 24Q: 3 clusters Score -2751871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -2751871.250000 Penalty: 3030.385498
	Iteration 25Q: 3 clusters Score -2751871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -2751871.250000 Penalty: 3030.385498
	Iteration 26F: 3 clusters Score -2751871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 60848 members 
Mstep: Class 2 contains 9777 members 
Mstep: Class 3 contains 6962 members 
Mstep: Class 4 contains 49547 members 
Mstep: Class 5 contains 9073 members 
Mstep: Class 6 contains 11588 members 
Mstep: Class 7 contains 77870 members 
Mstep: Class 8 contains 11183 members 
Mstep: Class 9 contains 11163 members 
Mstep: Class 10 contains 11434 members 
Mstep: Class 11 contains 14733 members 
Mstep: Class 12 contains 5455 members 
Mstep: Class 13 contains 17981 members 
Mstep: Class 14 contains 37750 members 
Mstep: Class 15 contains 17157 members 
Mstep: Class 16 contains 26178 members 
Mstep: Class 17 contains 29271 members 
Mstep: Class 18 contains 22318 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 20 contains 209930 members 
Mstep: Class 21 contains 36053 members 
Mstep: Class 22 contains 2369 members 
Mstep: Class 23 contains 6269 members 
Mstep: Class 24 contains 1584 members 
Mstep: Class 25 contains 24232 members 
Mstep: Class 26 contains 6484 members 
Mstep: Class 27 contains 11209 members 
Mstep: Class 28 contains 22313 members 
Mstep: Class 29 contains 38534 members 
Mstep: Class 30 contains 26032 members 
Mstep: Class 31 contains 8113 members 
Mstep: Class 32 contains 3387 members 
Mstep: Class 33 contains 6506 members 
Mstep: Class 34 contains 2808 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 2524 members 
Mstep: Class 37 contains 3244 members 
Mstep: Class 38 contains 3166 members 
Mstep: Class 39 contains 20033 members 
Mstep: Class 40 contains 18091 members 
Mstep: Class 41 contains 15234 members 
Entering Unmasked Estep 
Score: -88073664.000000 Penalty: 83641.593750
Splitting cluster 27 changes total score from -88008936.000000 to -88073664.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 28 (22313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22313 members 
Entering Unmasked Estep 
Score: -2207194.500000 Penalty: 1489.923340
	Iteration 0F: 2 clusters Score -2207194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -2192456.250000 Penalty: 2979.846680
	Iteration 0F: 3 clusters Score -2192456 nChanged 10093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -2197741.250000 Penalty: 2979.846680
	Iteration 1F: 3 clusters Score -2197741 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -2198188.750000 Penalty: 2979.846680
	Iteration 2F: 3 clusters Score -2198189 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -2198627.250000 Penalty: 2979.846680
	Iteration 3Q: 3 clusters Score -2198627 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -2199068.000000 Penalty: 2979.846680
	Iteration 4Q: 3 clusters Score -2199068 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -2199508.250000 Penalty: 2979.846680
	Iteration 5Q: 3 clusters Score -2199508 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -2199991.750000 Penalty: 2979.846680
	Iteration 6Q: 3 clusters Score -2199992 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -2200485.000000 Penalty: 2979.846680
	Iteration 7Q: 3 clusters Score -2200485 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -2200991.250000 Penalty: 2979.846680
	Iteration 8Q: 3 clusters Score -2200991 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -2201527.500000 Penalty: 2979.846680
	Iteration 9Q: 3 clusters Score -2201528 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -2202096.250000 Penalty: 2979.846680
	Iteration 10Q: 3 clusters Score -2202096 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -2202695.750000 Penalty: 2979.846680
	Iteration 11Q: 3 clusters Score -2202696 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -2203178.000000 Penalty: 2979.846680
	Iteration 12Q: 3 clusters Score -2203178 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -2203557.000000 Penalty: 2979.846680
	Iteration 13Q: 3 clusters Score -2203557 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -2203811.750000 Penalty: 2979.846680
	Iteration 14Q: 3 clusters Score -2203812 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -2203973.500000 Penalty: 2979.846680
	Iteration 15Q: 3 clusters Score -2203974 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -2204089.250000 Penalty: 2979.846680
	Iteration 16Q: 3 clusters Score -2204089 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -2204165.500000 Penalty: 2979.846680
	Iteration 17Q: 3 clusters Score -2204166 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -2204240.750000 Penalty: 2979.846680
	Iteration 18Q: 3 clusters Score -2204241 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -2204306.250000 Penalty: 2979.846680
	Iteration 19Q: 3 clusters Score -2204306 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -2204365.000000 Penalty: 2979.846680
	Iteration 20F: 3 clusters Score -2204365 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -2204413.750000 Penalty: 2979.846680
	Iteration 21Q: 3 clusters Score -2204414 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -2204462.250000 Penalty: 2979.846680
	Iteration 22Q: 3 clusters Score -2204462 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -2204515.250000 Penalty: 2979.846680
	Iteration 23Q: 3 clusters Score -2204515 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -2204576.750000 Penalty: 2979.846680
	Iteration 24Q: 3 clusters Score -2204577 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -2204627.750000 Penalty: 2979.846680
	Iteration 25Q: 3 clusters Score -2204628 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -2204675.750000 Penalty: 2979.846680
	Iteration 26Q: 3 clusters Score -2204676 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -2204724.250000 Penalty: 2979.846680
	Iteration 27Q: 3 clusters Score -2204724 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -2204763.500000 Penalty: 2979.846680
	Iteration 28Q: 3 clusters Score -2204764 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -2204819.000000 Penalty: 2979.846680
	Iteration 29Q: 3 clusters Score -2204819 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -2204893.250000 Penalty: 2979.846680
	Iteration 30Q: 3 clusters Score -2204893 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -2204962.250000 Penalty: 2979.846680
	Iteration 31Q: 3 clusters Score -2204962 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -2205029.500000 Penalty: 2979.846680
	Iteration 32Q: 3 clusters Score -2205030 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -2205099.000000 Penalty: 2979.846680
	Iteration 33Q: 3 clusters Score -2205099 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -2205171.750000 Penalty: 2979.846680
	Iteration 34Q: 3 clusters Score -2205172 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -2205242.500000 Penalty: 2979.846680
	Iteration 35Q: 3 clusters Score -2205242 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -2205313.500000 Penalty: 2979.846680
	Iteration 36Q: 3 clusters Score -2205314 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -2205387.500000 Penalty: 2979.846680
	Iteration 37Q: 3 clusters Score -2205388 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -2205489.000000 Penalty: 2979.846680
	Iteration 38Q: 3 clusters Score -2205489 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -2205583.500000 Penalty: 2979.846680
	Iteration 39Q: 3 clusters Score -2205584 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -2205678.750000 Penalty: 2979.846680
	Iteration 40F: 3 clusters Score -2205679 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -2205787.000000 Penalty: 2979.846680
	Iteration 41Q: 3 clusters Score -2205787 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -2205883.250000 Penalty: 2979.846680
	Iteration 42Q: 3 clusters Score -2205883 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -2205982.250000 Penalty: 2979.846680
	Iteration 43Q: 3 clusters Score -2205982 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2206095.750000 Penalty: 2979.846680
	Iteration 44Q: 3 clusters Score -2206096 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20446 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2206168.500000 Penalty: 2979.846680
	Iteration 45Q: 3 clusters Score -2206168 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2206219.000000 Penalty: 2979.846680
	Iteration 46Q: 3 clusters Score -2206219 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2206268.000000 Penalty: 2979.846680
	Iteration 47Q: 3 clusters Score -2206268 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2206295.250000 Penalty: 2979.846680
	Iteration 48Q: 3 clusters Score -2206295 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2206317.000000 Penalty: 2979.846680
	Iteration 49Q: 3 clusters Score -2206317 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2206336.000000 Penalty: 2979.846680
	Iteration 50Q: 3 clusters Score -2206336 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2206342.000000 Penalty: 2979.846680
	Iteration 51Q: 3 clusters Score -2206342 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2206355.250000 Penalty: 2979.846680
	Iteration 52Q: 3 clusters Score -2206355 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2206373.500000 Penalty: 2979.846680
	Iteration 53Q: 3 clusters Score -2206374 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2206383.750000 Penalty: 2979.846680
	Iteration 54Q: 3 clusters Score -2206384 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2206402.500000 Penalty: 2979.846680
	Iteration 55Q: 3 clusters Score -2206402 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2206409.500000 Penalty: 2979.846680
	Iteration 56Q: 3 clusters Score -2206410 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -2206411.500000 Penalty: 2979.846680
	Iteration 57Q: 3 clusters Score -2206412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2206413.750000 Penalty: 2979.846680
	Iteration 58Q: 3 clusters Score -2206414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2206423.250000 Penalty: 2979.846680
	Iteration 59Q: 3 clusters Score -2206423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2206421.000000 Penalty: 2979.846680
	Iteration 60F: 3 clusters Score -2206421 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2206419.000000 Penalty: 2979.846680
	Iteration 61Q: 3 clusters Score -2206419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2206419.750000 Penalty: 2979.846680
	Iteration 62Q: 3 clusters Score -2206420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2206422.750000 Penalty: 2979.846680
	Iteration 63Q: 3 clusters Score -2206423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2206421.250000 Penalty: 2979.846680
	Iteration 64Q: 3 clusters Score -2206421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2206426.250000 Penalty: 2979.846680
	Iteration 65Q: 3 clusters Score -2206426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2206426.000000 Penalty: 2979.846680
	Iteration 66Q: 3 clusters Score -2206426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2206430.000000 Penalty: 2979.846680
	Iteration 67Q: 3 clusters Score -2206430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2206429.750000 Penalty: 2979.846680
	Iteration 68Q: 3 clusters Score -2206430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2206430.500000 Penalty: 2979.846680
	Iteration 69Q: 3 clusters Score -2206430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2206431.000000 Penalty: 2979.846680
	Iteration 70Q: 3 clusters Score -2206431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2206431.250000 Penalty: 2979.846680
	Iteration 71Q: 3 clusters Score -2206431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2206427.750000 Penalty: 2979.846680
	Iteration 72Q: 3 clusters Score -2206428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2206434.500000 Penalty: 2979.846680
	Iteration 73Q: 3 clusters Score -2206434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2206437.500000 Penalty: 2979.846680
	Iteration 74Q: 3 clusters Score -2206438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2206437.750000 Penalty: 2979.846680
	Iteration 75Q: 3 clusters Score -2206438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2206436.750000 Penalty: 2979.846680
	Iteration 76Q: 3 clusters Score -2206437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2206436.750000 Penalty: 2979.846680
	Iteration 77F: 3 clusters Score -2206437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (38534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38534 members 
Entering Unmasked Estep 
Score: -3979788.500000 Penalty: 1571.223389
	Iteration 0F: 2 clusters Score -3979788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -3954731.250000 Penalty: 3142.446777
	Iteration 0F: 3 clusters Score -3954731 nChanged 17465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -3964410.500000 Penalty: 3142.446777
	Iteration 1F: 3 clusters Score -3964410 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -3965005.750000 Penalty: 3142.446777
	Iteration 2Q: 3 clusters Score -3965006 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -3965552.000000 Penalty: 3142.446777
	Iteration 3Q: 3 clusters Score -3965552 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -3966074.000000 Penalty: 3142.446777
	Iteration 4Q: 3 clusters Score -3966074 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -3966551.750000 Penalty: 3142.446777
	Iteration 5Q: 3 clusters Score -3966552 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -3966985.000000 Penalty: 3142.446777
	Iteration 6Q: 3 clusters Score -3966985 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -3967383.500000 Penalty: 3142.446777
	Iteration 7Q: 3 clusters Score -3967384 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -3967778.500000 Penalty: 3142.446777
	Iteration 8Q: 3 clusters Score -3967778 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -3968116.750000 Penalty: 3142.446777
	Iteration 9Q: 3 clusters Score -3968117 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -3968471.000000 Penalty: 3142.446777
	Iteration 10Q: 3 clusters Score -3968471 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -3968842.750000 Penalty: 3142.446777
	Iteration 11Q: 3 clusters Score -3968843 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -3969285.500000 Penalty: 3142.446777
	Iteration 12Q: 3 clusters Score -3969286 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -3969799.750000 Penalty: 3142.446777
	Iteration 13Q: 3 clusters Score -3969800 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25114 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -3970507.000000 Penalty: 3142.446777
	Iteration 14Q: 3 clusters Score -3970507 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26437 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -3971310.250000 Penalty: 3142.446777
	Iteration 15Q: 3 clusters Score -3971310 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27839 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -3972112.250000 Penalty: 3142.446777
	Iteration 16Q: 3 clusters Score -3972112 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29252 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -3972972.000000 Penalty: 3142.446777
	Iteration 17Q: 3 clusters Score -3972972 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30679 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -3973916.000000 Penalty: 3142.446777
	Iteration 18Q: 3 clusters Score -3973916 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32031 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -3974859.000000 Penalty: 3142.446777
	Iteration 19Q: 3 clusters Score -3974859 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33219 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -3975673.000000 Penalty: 3142.446777
	Iteration 20F: 3 clusters Score -3975673 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34194 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -3976334.500000 Penalty: 3142.446777
	Iteration 21Q: 3 clusters Score -3976334 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35015 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -3976892.000000 Penalty: 3142.446777
	Iteration 22Q: 3 clusters Score -3976892 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35664 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -3977282.250000 Penalty: 3142.446777
	Iteration 23Q: 3 clusters Score -3977282 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36136 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -3977555.000000 Penalty: 3142.446777
	Iteration 24Q: 3 clusters Score -3977555 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36507 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -3977775.500000 Penalty: 3142.446777
	Iteration 25Q: 3 clusters Score -3977776 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36794 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -3977936.250000 Penalty: 3142.446777
	Iteration 26Q: 3 clusters Score -3977936 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37032 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -3978078.750000 Penalty: 3142.446777
	Iteration 27Q: 3 clusters Score -3978079 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37216 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -3978163.000000 Penalty: 3142.446777
	Iteration 28Q: 3 clusters Score -3978163 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37349 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3978219.500000 Penalty: 3142.446777
	Iteration 29Q: 3 clusters Score -3978220 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37467 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -3978298.500000 Penalty: 3142.446777
	Iteration 30Q: 3 clusters Score -3978298 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37555 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -3978354.000000 Penalty: 3142.446777
	Iteration 31Q: 3 clusters Score -3978354 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37616 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3978391.750000 Penalty: 3142.446777
	Iteration 32Q: 3 clusters Score -3978392 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37678 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -3978426.500000 Penalty: 3142.446777
	Iteration 33Q: 3 clusters Score -3978426 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37730 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -3978460.250000 Penalty: 3142.446777
	Iteration 34Q: 3 clusters Score -3978460 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37769 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -3978486.500000 Penalty: 3142.446777
	Iteration 35Q: 3 clusters Score -3978486 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37800 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -3978501.000000 Penalty: 3142.446777
	Iteration 36Q: 3 clusters Score -3978501 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37825 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -3978515.500000 Penalty: 3142.446777
	Iteration 37Q: 3 clusters Score -3978516 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37848 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3978531.000000 Penalty: 3142.446777
	Iteration 38Q: 3 clusters Score -3978531 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37868 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -3978539.000000 Penalty: 3142.446777
	Iteration 39Q: 3 clusters Score -3978539 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37892 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -3978549.750000 Penalty: 3142.446777
	Iteration 40F: 3 clusters Score -3978550 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37911 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3978562.000000 Penalty: 3142.446777
	Iteration 41Q: 3 clusters Score -3978562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37928 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -3978569.000000 Penalty: 3142.446777
	Iteration 42Q: 3 clusters Score -3978569 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37938 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -3978581.000000 Penalty: 3142.446777
	Iteration 43Q: 3 clusters Score -3978581 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37947 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -3978584.500000 Penalty: 3142.446777
	Iteration 44Q: 3 clusters Score -3978584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37952 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -3978588.500000 Penalty: 3142.446777
	Iteration 45Q: 3 clusters Score -3978588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37961 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3978594.750000 Penalty: 3142.446777
	Iteration 46Q: 3 clusters Score -3978595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37964 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3978599.750000 Penalty: 3142.446777
	Iteration 47Q: 3 clusters Score -3978600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37967 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -3978599.250000 Penalty: 3142.446777
	Iteration 48Q: 3 clusters Score -3978599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37969 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -3978605.750000 Penalty: 3142.446777
	Iteration 49Q: 3 clusters Score -3978606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37974 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -3978612.500000 Penalty: 3142.446777
	Iteration 50Q: 3 clusters Score -3978612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37979 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3978614.500000 Penalty: 3142.446777
	Iteration 51Q: 3 clusters Score -3978614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37982 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -3978615.250000 Penalty: 3142.446777
	Iteration 52Q: 3 clusters Score -3978615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37988 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3978623.000000 Penalty: 3142.446777
	Iteration 53Q: 3 clusters Score -3978623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37993 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -3978625.250000 Penalty: 3142.446777
	Iteration 54Q: 3 clusters Score -3978625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37995 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3978618.500000 Penalty: 3142.446777
	Iteration 55Q: 3 clusters Score -3978618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37995 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3978625.500000 Penalty: 3142.446777
	Iteration 56Q: 3 clusters Score -3978626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37996 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3978624.000000 Penalty: 3142.446777
	Iteration 57Q: 3 clusters Score -3978624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37998 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -3978628.000000 Penalty: 3142.446777
	Iteration 58Q: 3 clusters Score -3978628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37999 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3978630.750000 Penalty: 3142.446777
	Iteration 59Q: 3 clusters Score -3978631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37999 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3978630.750000 Penalty: 3142.446777
	Iteration 60F: 3 clusters Score -3978631 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (26032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26032 members 
Entering Unmasked Estep 
Score: -2484510.500000 Penalty: 1512.861816
	Iteration 0F: 2 clusters Score -2484510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -2467505.250000 Penalty: 3025.723633
	Iteration 0F: 3 clusters Score -2467505 nChanged 11578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -2474082.500000 Penalty: 3025.723633
	Iteration 1F: 3 clusters Score -2474082 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -2474915.000000 Penalty: 3025.723633
	Iteration 2F: 3 clusters Score -2474915 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -2475771.250000 Penalty: 3025.723633
	Iteration 3F: 3 clusters Score -2475771 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -2476752.000000 Penalty: 3025.723633
	Iteration 4F: 3 clusters Score -2476752 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -2477827.750000 Penalty: 3025.723633
	Iteration 5F: 3 clusters Score -2477828 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -2478820.000000 Penalty: 3025.723633
	Iteration 6F: 3 clusters Score -2478820 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -2479726.750000 Penalty: 3025.723633
	Iteration 7F: 3 clusters Score -2479727 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -2480749.500000 Penalty: 3025.723633
	Iteration 8F: 3 clusters Score -2480750 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -2482083.250000 Penalty: 3025.723633
	Iteration 9F: 3 clusters Score -2482083 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -2483823.500000 Penalty: 3025.723633
	Iteration 10F: 3 clusters Score -2483824 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -2486057.000000 Penalty: 3025.723633
	Iteration 11F: 3 clusters Score -2486057 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -2488000.750000 Penalty: 3025.723633
	Iteration 12Q: 3 clusters Score -2488001 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -2488923.500000 Penalty: 3025.723633
	Iteration 13Q: 3 clusters Score -2488924 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -2489255.250000 Penalty: 3025.723633
	Iteration 14Q: 3 clusters Score -2489255 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -2489457.000000 Penalty: 3025.723633
	Iteration 15Q: 3 clusters Score -2489457 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -2489595.250000 Penalty: 3025.723633
	Iteration 16Q: 3 clusters Score -2489595 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -2489691.500000 Penalty: 3025.723633
	Iteration 17Q: 3 clusters Score -2489692 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20611 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -2489776.250000 Penalty: 3025.723633
	Iteration 18Q: 3 clusters Score -2489776 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -2489857.500000 Penalty: 3025.723633
	Iteration 19Q: 3 clusters Score -2489858 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -2489912.000000 Penalty: 3025.723633
	Iteration 20F: 3 clusters Score -2489912 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -2489961.500000 Penalty: 3025.723633
	Iteration 21Q: 3 clusters Score -2489962 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -2490004.500000 Penalty: 3025.723633
	Iteration 22Q: 3 clusters Score -2490004 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -2490048.000000 Penalty: 3025.723633
	Iteration 23Q: 3 clusters Score -2490048 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -2490097.500000 Penalty: 3025.723633
	Iteration 24Q: 3 clusters Score -2490098 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -2490147.750000 Penalty: 3025.723633
	Iteration 25Q: 3 clusters Score -2490148 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -2490186.000000 Penalty: 3025.723633
	Iteration 26Q: 3 clusters Score -2490186 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -2490232.000000 Penalty: 3025.723633
	Iteration 27Q: 3 clusters Score -2490232 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -2490285.500000 Penalty: 3025.723633
	Iteration 28Q: 3 clusters Score -2490286 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -2490335.000000 Penalty: 3025.723633
	Iteration 29Q: 3 clusters Score -2490335 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -2490401.000000 Penalty: 3025.723633
	Iteration 30Q: 3 clusters Score -2490401 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -2490454.500000 Penalty: 3025.723633
	Iteration 31Q: 3 clusters Score -2490454 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22405 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -2490511.000000 Penalty: 3025.723633
	Iteration 32Q: 3 clusters Score -2490511 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -2490578.750000 Penalty: 3025.723633
	Iteration 33Q: 3 clusters Score -2490579 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -2490654.750000 Penalty: 3025.723633
	Iteration 34Q: 3 clusters Score -2490655 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -2490718.500000 Penalty: 3025.723633
	Iteration 35Q: 3 clusters Score -2490718 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22823 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -2490782.000000 Penalty: 3025.723633
	Iteration 36Q: 3 clusters Score -2490782 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -2490843.250000 Penalty: 3025.723633
	Iteration 37Q: 3 clusters Score -2490843 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -2490934.250000 Penalty: 3025.723633
	Iteration 38Q: 3 clusters Score -2490934 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -2490983.250000 Penalty: 3025.723633
	Iteration 39Q: 3 clusters Score -2490983 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -2491021.500000 Penalty: 3025.723633
	Iteration 40F: 3 clusters Score -2491022 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23180 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -2491041.000000 Penalty: 3025.723633
	Iteration 41Q: 3 clusters Score -2491041 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -2491052.500000 Penalty: 3025.723633
	Iteration 42Q: 3 clusters Score -2491052 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -2491059.250000 Penalty: 3025.723633
	Iteration 43Q: 3 clusters Score -2491059 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -2491075.500000 Penalty: 3025.723633
	Iteration 44Q: 3 clusters Score -2491076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -2491079.000000 Penalty: 3025.723633
	Iteration 45Q: 3 clusters Score -2491079 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -2491086.000000 Penalty: 3025.723633
	Iteration 46Q: 3 clusters Score -2491086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23318 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -2491088.500000 Penalty: 3025.723633
	Iteration 47Q: 3 clusters Score -2491088 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -2491092.500000 Penalty: 3025.723633
	Iteration 48Q: 3 clusters Score -2491092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -2491105.250000 Penalty: 3025.723633
	Iteration 49Q: 3 clusters Score -2491105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -2491108.250000 Penalty: 3025.723633
	Iteration 50Q: 3 clusters Score -2491108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -2491108.000000 Penalty: 3025.723633
	Iteration 51Q: 3 clusters Score -2491108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -2491112.500000 Penalty: 3025.723633
	Iteration 52Q: 3 clusters Score -2491112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -2491108.250000 Penalty: 3025.723633
	Iteration 53Q: 3 clusters Score -2491108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -2491109.000000 Penalty: 3025.723633
	Iteration 54Q: 3 clusters Score -2491109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -2491108.500000 Penalty: 3025.723633
	Iteration 55Q: 3 clusters Score -2491108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -2491108.500000 Penalty: 3025.723633
	Iteration 56F: 3 clusters Score -2491108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 60848 members 
Mstep: Class 2 contains 9777 members 
Mstep: Class 3 contains 6962 members 
Mstep: Class 4 contains 49547 members 
Mstep: Class 5 contains 9073 members 
Mstep: Class 6 contains 11588 members 
Mstep: Class 7 contains 77870 members 
Mstep: Class 8 contains 11183 members 
Mstep: Class 9 contains 11163 members 
Mstep: Class 10 contains 11434 members 
Mstep: Class 11 contains 14733 members 
Mstep: Class 12 contains 5455 members 
Mstep: Class 13 contains 17981 members 
Mstep: Class 14 contains 37750 members 
Mstep: Class 15 contains 17157 members 
Mstep: Class 16 contains 26178 members 
Mstep: Class 17 contains 29271 members 
Mstep: Class 18 contains 22318 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 20 contains 209930 members 
Mstep: Class 21 contains 36053 members 
Mstep: Class 22 contains 2369 members 
Mstep: Class 23 contains 6269 members 
Mstep: Class 24 contains 1584 members 
Mstep: Class 25 contains 24232 members 
Mstep: Class 26 contains 6484 members 
Mstep: Class 27 contains 11209 members 
Mstep: Class 28 contains 22313 members 
Mstep: Class 29 contains 38534 members 
Mstep: Class 30 contains 23372 members 
Mstep: Class 31 contains 8113 members 
Mstep: Class 32 contains 3387 members 
Mstep: Class 33 contains 6506 members 
Mstep: Class 34 contains 2808 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 2524 members 
Mstep: Class 37 contains 3244 members 
Mstep: Class 38 contains 3166 members 
Mstep: Class 39 contains 20033 members 
Mstep: Class 40 contains 18091 members 
Mstep: Class 41 contains 15234 members 
Mstep: Class 42 contains 2660 members 
Entering Unmasked Estep 
Score: -88079680.000000 Penalty: 85681.632812
Splitting cluster 30 changes total score from -88008936.000000 to -88079680.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 31 (8113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Entering Unmasked Estep 
Score: -825377.937500 Penalty: 1339.381958
	Iteration 0F: 2 clusters Score -825377.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -819822.125000 Penalty: 2678.763916
	Iteration 0F: 3 clusters Score -819822.1 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -821547.625000 Penalty: 2678.763916
	Iteration 1F: 3 clusters Score -821547.6 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -821855.187500 Penalty: 2678.763916
	Iteration 2F: 3 clusters Score -821855.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -822081.375000 Penalty: 2678.763916
	Iteration 3F: 3 clusters Score -822081.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -822289.375000 Penalty: 2678.763916
	Iteration 4Q: 3 clusters Score -822289.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -822492.062500 Penalty: 2678.763916
	Iteration 5Q: 3 clusters Score -822492.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -822712.875000 Penalty: 2678.763916
	Iteration 6Q: 3 clusters Score -822712.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -822961.125000 Penalty: 2678.763916
	Iteration 7Q: 3 clusters Score -822961.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -823194.312500 Penalty: 2678.763916
	Iteration 8Q: 3 clusters Score -823194.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -823401.562500 Penalty: 2678.763916
	Iteration 9Q: 3 clusters Score -823401.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -823557.500000 Penalty: 2678.763916
	Iteration 10Q: 3 clusters Score -823557.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -823690.437500 Penalty: 2678.763916
	Iteration 11Q: 3 clusters Score -823690.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -823818.875000 Penalty: 2678.763916
	Iteration 12Q: 3 clusters Score -823818.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -823930.687500 Penalty: 2678.763916
	Iteration 13Q: 3 clusters Score -823930.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -824011.812500 Penalty: 2678.763916
	Iteration 14Q: 3 clusters Score -824011.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -824064.437500 Penalty: 2678.763916
	Iteration 15Q: 3 clusters Score -824064.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -824096.687500 Penalty: 2678.763916
	Iteration 16Q: 3 clusters Score -824096.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -824126.750000 Penalty: 2678.763916
	Iteration 17Q: 3 clusters Score -824126.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -824156.000000 Penalty: 2678.763916
	Iteration 18Q: 3 clusters Score -824156 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -824173.062500 Penalty: 2678.763916
	Iteration 19Q: 3 clusters Score -824173.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -824191.375000 Penalty: 2678.763916
	Iteration 20F: 3 clusters Score -824191.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -824203.375000 Penalty: 2678.763916
	Iteration 21Q: 3 clusters Score -824203.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -824213.500000 Penalty: 2678.763916
	Iteration 22Q: 3 clusters Score -824213.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -824218.062500 Penalty: 2678.763916
	Iteration 23Q: 3 clusters Score -824218.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -824228.000000 Penalty: 2678.763916
	Iteration 24Q: 3 clusters Score -824228 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -824232.125000 Penalty: 2678.763916
	Iteration 25Q: 3 clusters Score -824232.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -824240.750000 Penalty: 2678.763916
	Iteration 26Q: 3 clusters Score -824240.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -824244.250000 Penalty: 2678.763916
	Iteration 27Q: 3 clusters Score -824244.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -824248.250000 Penalty: 2678.763916
	Iteration 28Q: 3 clusters Score -824248.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -824251.875000 Penalty: 2678.763916
	Iteration 29Q: 3 clusters Score -824251.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -824255.000000 Penalty: 2678.763916
	Iteration 30Q: 3 clusters Score -824255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -824256.625000 Penalty: 2678.763916
	Iteration 31Q: 3 clusters Score -824256.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -824260.062500 Penalty: 2678.763916
	Iteration 32Q: 3 clusters Score -824260.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -824263.437500 Penalty: 2678.763916
	Iteration 33Q: 3 clusters Score -824263.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -824268.500000 Penalty: 2678.763916
	Iteration 34Q: 3 clusters Score -824268.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -824270.562500 Penalty: 2678.763916
	Iteration 35Q: 3 clusters Score -824270.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -824272.000000 Penalty: 2678.763916
	Iteration 36Q: 3 clusters Score -824272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -824274.437500 Penalty: 2678.763916
	Iteration 37Q: 3 clusters Score -824274.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -824276.687500 Penalty: 2678.763916
	Iteration 38Q: 3 clusters Score -824276.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -824278.750000 Penalty: 2678.763916
	Iteration 39Q: 3 clusters Score -824278.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -824282.062500 Penalty: 2678.763916
	Iteration 40F: 3 clusters Score -824282.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -824285.625000 Penalty: 2678.763916
	Iteration 41Q: 3 clusters Score -824285.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -824289.625000 Penalty: 2678.763916
	Iteration 42Q: 3 clusters Score -824289.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -824289.062500 Penalty: 2678.763916
	Iteration 43Q: 3 clusters Score -824289.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -824286.875000 Penalty: 2678.763916
	Iteration 44Q: 3 clusters Score -824286.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -824288.875000 Penalty: 2678.763916
	Iteration 45Q: 3 clusters Score -824288.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -824289.500000 Penalty: 2678.763916
	Iteration 46Q: 3 clusters Score -824289.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -824292.500000 Penalty: 2678.763916
	Iteration 47Q: 3 clusters Score -824292.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -824294.125000 Penalty: 2678.763916
	Iteration 48Q: 3 clusters Score -824294.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -824297.375000 Penalty: 2678.763916
	Iteration 49Q: 3 clusters Score -824297.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -824298.875000 Penalty: 2678.763916
	Iteration 50Q: 3 clusters Score -824298.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -824300.187500 Penalty: 2678.763916
	Iteration 51Q: 3 clusters Score -824300.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -824302.500000 Penalty: 2678.763916
	Iteration 52Q: 3 clusters Score -824302.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -824305.750000 Penalty: 2678.763916
	Iteration 53Q: 3 clusters Score -824305.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -824306.187500 Penalty: 2678.763916
	Iteration 54Q: 3 clusters Score -824306.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -824308.312500 Penalty: 2678.763916
	Iteration 55Q: 3 clusters Score -824308.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -824308.812500 Penalty: 2678.763916
	Iteration 56Q: 3 clusters Score -824308.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -824310.750000 Penalty: 2678.763916
	Iteration 57Q: 3 clusters Score -824310.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -824310.812500 Penalty: 2678.763916
	Iteration 58Q: 3 clusters Score -824310.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -824310.562500 Penalty: 2678.763916
	Iteration 59Q: 3 clusters Score -824310.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -824312.312500 Penalty: 2678.763916
	Iteration 60F: 3 clusters Score -824312.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -824313.937500 Penalty: 2678.763916
	Iteration 61Q: 3 clusters Score -824313.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -824314.687500 Penalty: 2678.763916
	Iteration 62Q: 3 clusters Score -824314.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -824315.250000 Penalty: 2678.763916
	Iteration 63Q: 3 clusters Score -824315.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -824314.562500 Penalty: 2678.763916
	Iteration 64Q: 3 clusters Score -824314.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -824314.562500 Penalty: 2678.763916
	Iteration 65F: 3 clusters Score -824314.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Entering Unmasked Estep 
Score: -303207.781250 Penalty: 1209.401733
	Iteration 0F: 2 clusters Score -303207.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -300562.500000 Penalty: 2418.803467
	Iteration 0F: 3 clusters Score -300562.5 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -301410.031250 Penalty: 2418.803467
	Iteration 1F: 3 clusters Score -301410 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -301758.531250 Penalty: 2418.803467
	Iteration 2F: 3 clusters Score -301758.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -302022.625000 Penalty: 2418.803467
	Iteration 3F: 3 clusters Score -302022.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -302191.250000 Penalty: 2418.803467
	Iteration 4F: 3 clusters Score -302191.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -302318.593750 Penalty: 2418.803467
	Iteration 5Q: 3 clusters Score -302318.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -302417.531250 Penalty: 2418.803467
	Iteration 6Q: 3 clusters Score -302417.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -302510.656250 Penalty: 2418.803467
	Iteration 7Q: 3 clusters Score -302510.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -302603.937500 Penalty: 2418.803467
	Iteration 8Q: 3 clusters Score -302603.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -302668.968750 Penalty: 2418.803467
	Iteration 9Q: 3 clusters Score -302669 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -302726.593750 Penalty: 2418.803467
	Iteration 10Q: 3 clusters Score -302726.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -302771.718750 Penalty: 2418.803467
	Iteration 11Q: 3 clusters Score -302771.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -302803.093750 Penalty: 2418.803467
	Iteration 12Q: 3 clusters Score -302803.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -302835.718750 Penalty: 2418.803467
	Iteration 13Q: 3 clusters Score -302835.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -302879.000000 Penalty: 2418.803467
	Iteration 14Q: 3 clusters Score -302879 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -302914.093750 Penalty: 2418.803467
	Iteration 15Q: 3 clusters Score -302914.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -302943.187500 Penalty: 2418.803467
	Iteration 16Q: 3 clusters Score -302943.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -302965.156250 Penalty: 2418.803467
	Iteration 17Q: 3 clusters Score -302965.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -302982.875000 Penalty: 2418.803467
	Iteration 18Q: 3 clusters Score -302982.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -302994.062500 Penalty: 2418.803467
	Iteration 19Q: 3 clusters Score -302994.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -303005.375000 Penalty: 2418.803467
	Iteration 20F: 3 clusters Score -303005.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -303017.843750 Penalty: 2418.803467
	Iteration 21Q: 3 clusters Score -303017.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -303031.093750 Penalty: 2418.803467
	Iteration 22Q: 3 clusters Score -303031.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -303036.687500 Penalty: 2418.803467
	Iteration 23Q: 3 clusters Score -303036.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -303040.593750 Penalty: 2418.803467
	Iteration 24Q: 3 clusters Score -303040.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -303044.218750 Penalty: 2418.803467
	Iteration 25Q: 3 clusters Score -303044.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -303048.843750 Penalty: 2418.803467
	Iteration 26Q: 3 clusters Score -303048.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -303056.000000 Penalty: 2418.803467
	Iteration 27Q: 3 clusters Score -303056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -303060.062500 Penalty: 2418.803467
	Iteration 28Q: 3 clusters Score -303060.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -303065.875000 Penalty: 2418.803467
	Iteration 29Q: 3 clusters Score -303065.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -303074.156250 Penalty: 2418.803467
	Iteration 30Q: 3 clusters Score -303074.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -303081.343750 Penalty: 2418.803467
	Iteration 31Q: 3 clusters Score -303081.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -303089.093750 Penalty: 2418.803467
	Iteration 32Q: 3 clusters Score -303089.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -303093.781250 Penalty: 2418.803467
	Iteration 33Q: 3 clusters Score -303093.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -303098.531250 Penalty: 2418.803467
	Iteration 34Q: 3 clusters Score -303098.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -303106.375000 Penalty: 2418.803467
	Iteration 35Q: 3 clusters Score -303106.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -303114.125000 Penalty: 2418.803467
	Iteration 36Q: 3 clusters Score -303114.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -303120.062500 Penalty: 2418.803467
	Iteration 37Q: 3 clusters Score -303120.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -303129.531250 Penalty: 2418.803467
	Iteration 38Q: 3 clusters Score -303129.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -303141.625000 Penalty: 2418.803467
	Iteration 39Q: 3 clusters Score -303141.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -303151.562500 Penalty: 2418.803467
	Iteration 40F: 3 clusters Score -303151.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -303161.843750 Penalty: 2418.803467
	Iteration 41Q: 3 clusters Score -303161.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -303174.093750 Penalty: 2418.803467
	Iteration 42Q: 3 clusters Score -303174.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -303179.437500 Penalty: 2418.803467
	Iteration 43Q: 3 clusters Score -303179.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -303183.468750 Penalty: 2418.803467
	Iteration 44Q: 3 clusters Score -303183.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -303189.312500 Penalty: 2418.803467
	Iteration 45Q: 3 clusters Score -303189.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -303196.937500 Penalty: 2418.803467
	Iteration 46Q: 3 clusters Score -303196.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -303205.875000 Penalty: 2418.803467
	Iteration 47Q: 3 clusters Score -303205.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -303212.250000 Penalty: 2418.803467
	Iteration 48Q: 3 clusters Score -303212.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -303214.500000 Penalty: 2418.803467
	Iteration 49Q: 3 clusters Score -303214.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -303219.781250 Penalty: 2418.803467
	Iteration 50Q: 3 clusters Score -303219.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -303227.593750 Penalty: 2418.803467
	Iteration 51Q: 3 clusters Score -303227.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -303233.031250 Penalty: 2418.803467
	Iteration 52Q: 3 clusters Score -303233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -303239.687500 Penalty: 2418.803467
	Iteration 53Q: 3 clusters Score -303239.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -303247.687500 Penalty: 2418.803467
	Iteration 54Q: 3 clusters Score -303247.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -303259.000000 Penalty: 2418.803467
	Iteration 55Q: 3 clusters Score -303259 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -303265.000000 Penalty: 2418.803467
	Iteration 56Q: 3 clusters Score -303265 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -303272.781250 Penalty: 2418.803467
	Iteration 57Q: 3 clusters Score -303272.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -303276.250000 Penalty: 2418.803467
	Iteration 58Q: 3 clusters Score -303276.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -303279.718750 Penalty: 2418.803467
	Iteration 59Q: 3 clusters Score -303279.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -303281.093750 Penalty: 2418.803467
	Iteration 60F: 3 clusters Score -303281.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -303282.031250 Penalty: 2418.803467
	Iteration 61Q: 3 clusters Score -303282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -303284.031250 Penalty: 2418.803467
	Iteration 62Q: 3 clusters Score -303284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -303286.375000 Penalty: 2418.803467
	Iteration 63Q: 3 clusters Score -303286.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -303289.468750 Penalty: 2418.803467
	Iteration 64Q: 3 clusters Score -303289.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -303308.656250 Penalty: 2418.803467
	Iteration 65Q: 3 clusters Score -303308.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -303352.093750 Penalty: 2418.803467
	Iteration 66Q: 3 clusters Score -303352.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -303419.687500 Penalty: 2418.803467
	Iteration 67Q: 3 clusters Score -303419.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -303451.531250 Penalty: 2418.803467
	Iteration 68Q: 3 clusters Score -303451.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -303465.843750 Penalty: 2418.803467
	Iteration 69Q: 3 clusters Score -303465.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -303475.156250 Penalty: 2418.803467
	Iteration 70Q: 3 clusters Score -303475.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -303479.718750 Penalty: 2418.803467
	Iteration 71Q: 3 clusters Score -303479.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -303482.375000 Penalty: 2418.803467
	Iteration 72Q: 3 clusters Score -303482.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -303484.406250 Penalty: 2418.803467
	Iteration 73Q: 3 clusters Score -303484.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -303485.125000 Penalty: 2418.803467
	Iteration 74Q: 3 clusters Score -303485.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -303485.500000 Penalty: 2418.803467
	Iteration 75Q: 3 clusters Score -303485.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -303486.593750 Penalty: 2418.803467
	Iteration 76Q: 3 clusters Score -303486.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -303486.562500 Penalty: 2418.803467
	Iteration 77Q: 3 clusters Score -303486.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -303486.562500 Penalty: 2418.803467
	Iteration 78F: 3 clusters Score -303486.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 60848 members 
Mstep: Class 2 contains 9777 members 
Mstep: Class 3 contains 6962 members 
Mstep: Class 4 contains 49547 members 
Mstep: Class 5 contains 9073 members 
Mstep: Class 6 contains 11588 members 
Mstep: Class 7 contains 77870 members 
Mstep: Class 8 contains 11183 members 
Mstep: Class 9 contains 11163 members 
Mstep: Class 10 contains 11434 members 
Mstep: Class 11 contains 14733 members 
Mstep: Class 12 contains 5455 members 
Mstep: Class 13 contains 17981 members 
Mstep: Class 14 contains 37750 members 
Mstep: Class 15 contains 17157 members 
Mstep: Class 16 contains 26178 members 
Mstep: Class 17 contains 29271 members 
Mstep: Class 18 contains 22318 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 20 contains 209930 members 
Mstep: Class 21 contains 36053 members 
Mstep: Class 22 contains 2369 members 
Mstep: Class 23 contains 6269 members 
Mstep: Class 24 contains 1584 members 
Mstep: Class 25 contains 24232 members 
Mstep: Class 26 contains 6484 members 
Mstep: Class 27 contains 11209 members 
Mstep: Class 28 contains 22313 members 
Mstep: Class 29 contains 38534 members 
Mstep: Class 30 contains 23372 members 
Mstep: Class 31 contains 8113 members 
Mstep: Class 32 contains 1168 members 
Mstep: Class 33 contains 6506 members 
Mstep: Class 34 contains 2808 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 2524 members 
Mstep: Class 37 contains 3244 members 
Mstep: Class 38 contains 3166 members 
Mstep: Class 39 contains 20033 members 
Mstep: Class 40 contains 18091 members 
Mstep: Class 41 contains 15234 members 
Mstep: Class 42 contains 2660 members 
Mstep: Class 43 contains 2219 members 
Entering Unmasked Estep 
Score: -88079088.000000 Penalty: 87721.671875
Splitting cluster 32 changes total score from -88008936.000000 to -88079088.000000
So it's getting split into cluster 43.
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 60848 members 
Mstep: Class 2 contains 9777 members 
Mstep: Class 3 contains 6962 members 
Mstep: Class 4 contains 49547 members 
Mstep: Class 5 contains 9073 members 
Mstep: Class 6 contains 11588 members 
Mstep: Class 7 contains 77870 members 
Mstep: Class 8 contains 11183 members 
Mstep: Class 9 contains 11163 members 
Mstep: Class 10 contains 11434 members 
Mstep: Class 11 contains 14733 members 
Mstep: Class 12 contains 5455 members 
Mstep: Class 13 contains 17981 members 
Mstep: Class 14 contains 37750 members 
Mstep: Class 15 contains 17157 members 
Mstep: Class 16 contains 26178 members 
Mstep: Class 17 contains 29271 members 
Mstep: Class 18 contains 22318 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 20 contains 209930 members 
Mstep: Class 21 contains 36053 members 
Mstep: Class 22 contains 2369 members 
Mstep: Class 23 contains 6269 members 
Mstep: Class 24 contains 1584 members 
Mstep: Class 25 contains 24232 members 
Mstep: Class 26 contains 6484 members 
Mstep: Class 27 contains 11209 members 
Mstep: Class 28 contains 22313 members 
Mstep: Class 29 contains 38534 members 
Mstep: Class 30 contains 23372 members 
Mstep: Class 31 contains 8113 members 
Mstep: Class 32 contains 1168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88088376.000000 Penalty: 87721.671875
Iteration 79Q: 44 clusters Score -8.808838e+07 nChanged 10835
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 60841 members 
Mstep: Class 2 contains 9739 members 
Mstep: Class 3 contains 6966 members 
Mstep: Class 4 contains 49574 members 
Mstep: Class 5 contains 9197 members 
Mstep: Class 6 contains 11575 members 
Mstep: Class 7 contains 77499 members 
Mstep: Class 8 contains 11355 members 
Mstep: Class 9 contains 11172 members 
Mstep: Class 10 contains 11477 members 
Mstep: Class 11 contains 14962 members 
Mstep: Class 12 contains 5859 members 
Mstep: Class 13 contains 18042 members 
Mstep: Class 14 contains 37731 members 
Mstep: Class 15 contains 17189 members 
Mstep: Class 16 contains 26274 members 
Mstep: Class 17 contains 29213 members 
Mstep: Class 18 contains 21955 members 
Mstep: Class 19 contains 1107 members 
Mstep: Class 20 contains 209554 members 
Mstep: Class 21 contains 36081 members 
Mstep: Class 22 contains 2276 members 
Mstep: Class 23 contains 6302 members 
Mstep: Class 24 contains 1616 members 
Mstep: Class 25 contains 25902 members 
Mstep: Class 26 contains 6456 members 
Mstep: Class 27 contains 12048 members 
Mstep: Class 28 contains 22316 members 
Mstep: Class 29 contains 38433 members 
Mstep: Class 30 contains 22902 members 
Mstep: Class 31 contains 8109 members 
Mstep: Class 32 contains 1175 members 
Mstep: Class 33 contains 6257 members 
Mstep: Class 34 contains 2744 members 
Mstep: Class 35 contains 318 members 
Mstep: Class 36 contains 2437 members 
Mstep: Class 37 contains 3065 members 
Mstep: Class 38 contains 2984 members 
Mstep: Class 39 contains 19236 members 
Mstep: Class 40 contains 17857 members 
Mstep: Class 41 contains 15076 members 
Mstep: Class 42 contains 2727 members 
Mstep: Class 43 contains 2161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88096336.000000 Penalty: 87721.671875
Iteration 80F: 44 clusters Score -8.809634e+07 nChanged 9629
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 60796 members 
Mstep: Class 2 contains 9712 members 
Mstep: Class 3 contains 6965 members 
Mstep: Class 4 contains 49415 members 
Mstep: Class 5 contains 9082 members 
Mstep: Class 6 contains 11566 members 
Mstep: Class 7 contains 75757 members 
Mstep: Class 8 contains 11341 members 
Mstep: Class 9 contains 11142 members 
Mstep: Class 10 contains 11423 members 
Mstep: Class 11 contains 15049 members 
Mstep: Class 12 contains 6090 members 
Mstep: Class 13 contains 18076 members 
Mstep: Class 14 contains 37704 members 
Mstep: Class 15 contains 17137 members 
Mstep: Class 16 contains 26078 members 
Mstep: Class 17 contains 29056 members 
Mstep: Class 18 contains 21530 members 
Mstep: Class 19 contains 1147 members 
Mstep: Class 20 contains 208522 members 
Mstep: Class 21 contains 36000 members 
Mstep: Class 22 contains 2203 members 
Mstep: Class 23 contains 6313 members 
Mstep: Class 24 contains 1612 members 
Mstep: Class 25 contains 27187 members 
Mstep: Class 26 contains 6419 members 
Mstep: Class 27 contains 12524 members 
Mstep: Class 28 contains 22094 members 
Mstep: Class 29 contains 38346 members 
Mstep: Class 30 contains 21675 members 
Mstep: Class 31 contains 8112 members 
Mstep: Class 32 contains 1155 members 
Mstep: Class 33 contains 6863 members 
Mstep: Class 34 contains 2898 members 
Mstep: Class 35 contains 319 members 
Mstep: Class 36 contains 2460 members 
Mstep: Class 37 contains 3322 members 
Mstep: Class 38 contains 3261 members 
Mstep: Class 39 contains 20626 members 
Mstep: Class 40 contains 18071 members 
Mstep: Class 41 contains 15526 members 
Mstep: Class 42 contains 2879 members 
Mstep: Class 43 contains 2309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88099632.000000 Penalty: 87721.671875
Iteration 81Q: 44 clusters Score -8.809963e+07 nChanged 6289
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 60802 members 
Mstep: Class 2 contains 9687 members 
Mstep: Class 3 contains 6959 members 
Mstep: Class 4 contains 49353 members 
Mstep: Class 5 contains 9022 members 
Mstep: Class 6 contains 11561 members 
Mstep: Class 7 contains 74272 members 
Mstep: Class 8 contains 11348 members 
Mstep: Class 9 contains 11136 members 
Mstep: Class 10 contains 11418 members 
Mstep: Class 11 contains 15138 members 
Mstep: Class 12 contains 6298 members 
Mstep: Class 13 contains 18132 members 
Mstep: Class 14 contains 37703 members 
Mstep: Class 15 contains 17103 members 
Mstep: Class 16 contains 25891 members 
Mstep: Class 17 contains 28947 members 
Mstep: Class 18 contains 21228 members 
Mstep: Class 19 contains 1188 members 
Mstep: Class 20 contains 207650 members 
Mstep: Class 21 contains 35954 members 
Mstep: Class 22 contains 2144 members 
Mstep: Class 23 contains 6350 members 
Mstep: Class 24 contains 1625 members 
Mstep: Class 25 contains 28250 members 
Mstep: Class 26 contains 6410 members 
Mstep: Class 27 contains 12886 members 
Mstep: Class 28 contains 21906 members 
Mstep: Class 29 contains 38294 members 
Mstep: Class 30 contains 20999 members 
Mstep: Class 31 contains 8123 members 
Mstep: Class 32 contains 1138 members 
Mstep: Class 33 contains 7229 members 
Mstep: Class 34 contains 3012 members 
Mstep: Class 35 contains 307 members 
Mstep: Class 36 contains 2472 members 
Mstep: Class 37 contains 3495 members 
Mstep: Class 38 contains 3400 members 
Mstep: Class 39 contains 21716 members 
Mstep: Class 40 contains 18153 members 
Mstep: Class 41 contains 15746 members 
Mstep: Class 42 contains 2905 members 
Mstep: Class 43 contains 2413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88101312.000000 Penalty: 87721.671875
Iteration 82Q: 44 clusters Score -8.810131e+07 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 60812 members 
Mstep: Class 2 contains 9666 members 
Mstep: Class 3 contains 6957 members 
Mstep: Class 4 contains 49306 members 
Mstep: Class 5 contains 8982 members 
Mstep: Class 6 contains 11561 members 
Mstep: Class 7 contains 72949 members 
Mstep: Class 8 contains 11359 members 
Mstep: Class 9 contains 11141 members 
Mstep: Class 10 contains 11426 members 
Mstep: Class 11 contains 15194 members 
Mstep: Class 12 contains 6469 members 
Mstep: Class 13 contains 18183 members 
Mstep: Class 14 contains 37702 members 
Mstep: Class 15 contains 17092 members 
Mstep: Class 16 contains 25768 members 
Mstep: Class 17 contains 28867 members 
Mstep: Class 18 contains 20990 members 
Mstep: Class 19 contains 1219 members 
Mstep: Class 20 contains 206936 members 
Mstep: Class 21 contains 35937 members 
Mstep: Class 22 contains 2113 members 
Mstep: Class 23 contains 6399 members 
Mstep: Class 24 contains 1639 members 
Mstep: Class 25 contains 29097 members 
Mstep: Class 26 contains 6409 members 
Mstep: Class 27 contains 13165 members 
Mstep: Class 28 contains 21740 members 
Mstep: Class 29 contains 38263 members 
Mstep: Class 30 contains 20532 members 
Mstep: Class 31 contains 8133 members 
Mstep: Class 32 contains 1122 members 
Mstep: Class 33 contains 7500 members 
Mstep: Class 34 contains 3100 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 2496 members 
Mstep: Class 37 contains 3613 members 
Mstep: Class 38 contains 3485 members 
Mstep: Class 39 contains 22672 members 
Mstep: Class 40 contains 18199 members 
Mstep: Class 41 contains 15868 members 
Mstep: Class 42 contains 2926 members 
Mstep: Class 43 contains 2475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88103032.000000 Penalty: 87721.671875
Iteration 83Q: 44 clusters Score -8.810303e+07 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 60837 members 
Mstep: Class 2 contains 9663 members 
Mstep: Class 3 contains 6961 members 
Mstep: Class 4 contains 49259 members 
Mstep: Class 5 contains 8951 members 
Mstep: Class 6 contains 11557 members 
Mstep: Class 7 contains 71838 members 
Mstep: Class 8 contains 11362 members 
Mstep: Class 9 contains 11140 members 
Mstep: Class 10 contains 11429 members 
Mstep: Class 11 contains 15235 members 
Mstep: Class 12 contains 6571 members 
Mstep: Class 13 contains 18226 members 
Mstep: Class 14 contains 37701 members 
Mstep: Class 15 contains 17083 members 
Mstep: Class 16 contains 25662 members 
Mstep: Class 17 contains 28815 members 
Mstep: Class 18 contains 20834 members 
Mstep: Class 19 contains 1241 members 
Mstep: Class 20 contains 206344 members 
Mstep: Class 21 contains 35948 members 
Mstep: Class 22 contains 2086 members 
Mstep: Class 23 contains 6430 members 
Mstep: Class 24 contains 1648 members 
Mstep: Class 25 contains 29746 members 
Mstep: Class 26 contains 6409 members 
Mstep: Class 27 contains 13385 members 
Mstep: Class 28 contains 21597 members 
Mstep: Class 29 contains 38237 members 
Mstep: Class 30 contains 20233 members 
Mstep: Class 31 contains 8153 members 
Mstep: Class 32 contains 1116 members 
Mstep: Class 33 contains 7694 members 
Mstep: Class 34 contains 3169 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 2504 members 
Mstep: Class 37 contains 3703 members 
Mstep: Class 38 contains 3542 members 
Mstep: Class 39 contains 23537 members 
Mstep: Class 40 contains 18232 members 
Mstep: Class 41 contains 15926 members 
Mstep: Class 42 contains 2941 members 
Mstep: Class 43 contains 2521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88103744.000000 Penalty: 87721.671875
Iteration 84Q: 44 clusters Score -8.810374e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 60880 members 
Mstep: Class 2 contains 9665 members 
Mstep: Class 3 contains 6963 members 
Mstep: Class 4 contains 49217 members 
Mstep: Class 5 contains 8916 members 
Mstep: Class 6 contains 11556 members 
Mstep: Class 7 contains 70864 members 
Mstep: Class 8 contains 11355 members 
Mstep: Class 9 contains 11138 members 
Mstep: Class 10 contains 11429 members 
Mstep: Class 11 contains 15265 members 
Mstep: Class 12 contains 6680 members 
Mstep: Class 13 contains 18269 members 
Mstep: Class 14 contains 37707 members 
Mstep: Class 15 contains 17080 members 
Mstep: Class 16 contains 25551 members 
Mstep: Class 17 contains 28791 members 
Mstep: Class 18 contains 20715 members 
Mstep: Class 19 contains 1256 members 
Mstep: Class 20 contains 205845 members 
Mstep: Class 21 contains 35954 members 
Mstep: Class 22 contains 2067 members 
Mstep: Class 23 contains 6444 members 
Mstep: Class 24 contains 1655 members 
Mstep: Class 25 contains 30317 members 
Mstep: Class 26 contains 6410 members 
Mstep: Class 27 contains 13570 members 
Mstep: Class 28 contains 21481 members 
Mstep: Class 29 contains 38191 members 
Mstep: Class 30 contains 20024 members 
Mstep: Class 31 contains 8180 members 
Mstep: Class 32 contains 1108 members 
Mstep: Class 33 contains 7826 members 
Mstep: Class 34 contains 3234 members 
Mstep: Class 35 contains 293 members 
Mstep: Class 36 contains 2518 members 
Mstep: Class 37 contains 3769 members 
Mstep: Class 38 contains 3596 members 
Mstep: Class 39 contains 24289 members 
Mstep: Class 40 contains 18244 members 
Mstep: Class 41 contains 15957 members 
Mstep: Class 42 contains 2948 members 
Mstep: Class 43 contains 2546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88104352.000000 Penalty: 87721.671875
Iteration 85Q: 44 clusters Score -8.810435e+07 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 60926 members 
Mstep: Class 2 contains 9659 members 
Mstep: Class 3 contains 6967 members 
Mstep: Class 4 contains 49173 members 
Mstep: Class 5 contains 8895 members 
Mstep: Class 6 contains 11554 members 
Mstep: Class 7 contains 69942 members 
Mstep: Class 8 contains 11348 members 
Mstep: Class 9 contains 11143 members 
Mstep: Class 10 contains 11427 members 
Mstep: Class 11 contains 15287 members 
Mstep: Class 12 contains 6741 members 
Mstep: Class 13 contains 18325 members 
Mstep: Class 14 contains 37723 members 
Mstep: Class 15 contains 17080 members 
Mstep: Class 16 contains 25444 members 
Mstep: Class 17 contains 28776 members 
Mstep: Class 18 contains 20631 members 
Mstep: Class 19 contains 1268 members 
Mstep: Class 20 contains 205371 members 
Mstep: Class 21 contains 35974 members 
Mstep: Class 22 contains 2048 members 
Mstep: Class 23 contains 6482 members 
Mstep: Class 24 contains 1654 members 
Mstep: Class 25 contains 30806 members 
Mstep: Class 26 contains 6409 members 
Mstep: Class 27 contains 13703 members 
Mstep: Class 28 contains 21383 members 
Mstep: Class 29 contains 38158 members 
Mstep: Class 30 contains 19884 members 
Mstep: Class 31 contains 8202 members 
Mstep: Class 32 contains 1111 members 
Mstep: Class 33 contains 7915 members 
Mstep: Class 34 contains 3300 members 
Mstep: Class 35 contains 295 members 
Mstep: Class 36 contains 2533 members 
Mstep: Class 37 contains 3811 members 
Mstep: Class 38 contains 3653 members 
Mstep: Class 39 contains 25005 members 
Mstep: Class 40 contains 18256 members 
Mstep: Class 41 contains 15981 members 
Mstep: Class 42 contains 2954 members 
Mstep: Class 43 contains 2566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88104824.000000 Penalty: 87721.671875
Iteration 86Q: 44 clusters Score -8.810482e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 60976 members 
Mstep: Class 2 contains 9651 members 
Mstep: Class 3 contains 6966 members 
Mstep: Class 4 contains 49139 members 
Mstep: Class 5 contains 8871 members 
Mstep: Class 6 contains 11557 members 
Mstep: Class 7 contains 69103 members 
Mstep: Class 8 contains 11342 members 
Mstep: Class 9 contains 11148 members 
Mstep: Class 10 contains 11426 members 
Mstep: Class 11 contains 15304 members 
Mstep: Class 12 contains 6797 members 
Mstep: Class 13 contains 18391 members 
Mstep: Class 14 contains 37738 members 
Mstep: Class 15 contains 17082 members 
Mstep: Class 16 contains 25360 members 
Mstep: Class 17 contains 28765 members 
Mstep: Class 18 contains 20564 members 
Mstep: Class 19 contains 1280 members 
Mstep: Class 20 contains 204932 members 
Mstep: Class 21 contains 35999 members 
Mstep: Class 22 contains 2037 members 
Mstep: Class 23 contains 6511 members 
Mstep: Class 24 contains 1652 members 
Mstep: Class 25 contains 31232 members 
Mstep: Class 26 contains 6409 members 
Mstep: Class 27 contains 13813 members 
Mstep: Class 28 contains 21287 members 
Mstep: Class 29 contains 38144 members 
Mstep: Class 30 contains 19777 members 
Mstep: Class 31 contains 8226 members 
Mstep: Class 32 contains 1108 members 
Mstep: Class 33 contains 7973 members 
Mstep: Class 34 contains 3356 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 2542 members 
Mstep: Class 37 contains 3857 members 
Mstep: Class 38 contains 3696 members 
Mstep: Class 39 contains 25648 members 
Mstep: Class 40 contains 18264 members 
Mstep: Class 41 contains 16003 members 
Mstep: Class 42 contains 2958 members 
Mstep: Class 43 contains 2582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88105296.000000 Penalty: 87721.671875
Iteration 87Q: 44 clusters Score -8.81053e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 61042 members 
Mstep: Class 2 contains 9641 members 
Mstep: Class 3 contains 6962 members 
Mstep: Class 4 contains 49117 members 
Mstep: Class 5 contains 8858 members 
Mstep: Class 6 contains 11553 members 
Mstep: Class 7 contains 68351 members 
Mstep: Class 8 contains 11334 members 
Mstep: Class 9 contains 11148 members 
Mstep: Class 10 contains 11423 members 
Mstep: Class 11 contains 15324 members 
Mstep: Class 12 contains 6834 members 
Mstep: Class 13 contains 18439 members 
Mstep: Class 14 contains 37745 members 
Mstep: Class 15 contains 17083 members 
Mstep: Class 16 contains 25293 members 
Mstep: Class 17 contains 28748 members 
Mstep: Class 18 contains 20510 members 
Mstep: Class 19 contains 1290 members 
Mstep: Class 20 contains 204560 members 
Mstep: Class 21 contains 36028 members 
Mstep: Class 22 contains 2023 members 
Mstep: Class 23 contains 6536 members 
Mstep: Class 24 contains 1654 members 
Mstep: Class 25 contains 31586 members 
Mstep: Class 26 contains 6410 members 
Mstep: Class 27 contains 13897 members 
Mstep: Class 28 contains 21219 members 
Mstep: Class 29 contains 38126 members 
Mstep: Class 30 contains 19706 members 
Mstep: Class 31 contains 8243 members 
Mstep: Class 32 contains 1104 members 
Mstep: Class 33 contains 8027 members 
Mstep: Class 34 contains 3425 members 
Mstep: Class 35 contains 298 members 
Mstep: Class 36 contains 2545 members 
Mstep: Class 37 contains 3896 members 
Mstep: Class 38 contains 3715 members 
Mstep: Class 39 contains 26225 members 
Mstep: Class 40 contains 18269 members 
Mstep: Class 41 contains 16014 members 
Mstep: Class 42 contains 2965 members 
Mstep: Class 43 contains 2597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88105488.000000 Penalty: 87721.671875
Iteration 88Q: 44 clusters Score -8.810549e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 61087 members 
Mstep: Class 2 contains 9622 members 
Mstep: Class 3 contains 6959 members 
Mstep: Class 4 contains 49090 members 
Mstep: Class 5 contains 8838 members 
Mstep: Class 6 contains 11547 members 
Mstep: Class 7 contains 67678 members 
Mstep: Class 8 contains 11329 members 
Mstep: Class 9 contains 11149 members 
Mstep: Class 10 contains 11424 members 
Mstep: Class 11 contains 15338 members 
Mstep: Class 12 contains 6863 members 
Mstep: Class 13 contains 18487 members 
Mstep: Class 14 contains 37757 members 
Mstep: Class 15 contains 17083 members 
Mstep: Class 16 contains 25209 members 
Mstep: Class 17 contains 28712 members 
Mstep: Class 18 contains 20487 members 
Mstep: Class 19 contains 1305 members 
Mstep: Class 20 contains 204242 members 
Mstep: Class 21 contains 36050 members 
Mstep: Class 22 contains 2016 members 
Mstep: Class 23 contains 6582 members 
Mstep: Class 24 contains 1654 members 
Mstep: Class 25 contains 31920 members 
Mstep: Class 26 contains 6411 members 
Mstep: Class 27 contains 13960 members 
Mstep: Class 28 contains 21183 members 
Mstep: Class 29 contains 38124 members 
Mstep: Class 30 contains 19642 members 
Mstep: Class 31 contains 8256 members 
Mstep: Class 32 contains 1104 members 
Mstep: Class 33 contains 8048 members 
Mstep: Class 34 contains 3475 members 
Mstep: Class 35 contains 298 members 
Mstep: Class 36 contains 2546 members 
Mstep: Class 37 contains 3928 members 
Mstep: Class 38 contains 3748 members 
Mstep: Class 39 contains 26740 members 
Mstep: Class 40 contains 18269 members 
Mstep: Class 41 contains 16023 members 
Mstep: Class 42 contains 2971 members 
Mstep: Class 43 contains 2609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88105568.000000 Penalty: 87721.671875
Iteration 89Q: 44 clusters Score -8.810557e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 61148 members 
Mstep: Class 2 contains 9620 members 
Mstep: Class 3 contains 6960 members 
Mstep: Class 4 contains 49071 members 
Mstep: Class 5 contains 8829 members 
Mstep: Class 6 contains 11546 members 
Mstep: Class 7 contains 67040 members 
Mstep: Class 8 contains 11316 members 
Mstep: Class 9 contains 11149 members 
Mstep: Class 10 contains 11425 members 
Mstep: Class 11 contains 15350 members 
Mstep: Class 12 contains 6891 members 
Mstep: Class 13 contains 18521 members 
Mstep: Class 14 contains 37772 members 
Mstep: Class 15 contains 17084 members 
Mstep: Class 16 contains 25140 members 
Mstep: Class 17 contains 28682 members 
Mstep: Class 18 contains 20466 members 
Mstep: Class 19 contains 1315 members 
Mstep: Class 20 contains 203952 members 
Mstep: Class 21 contains 36058 members 
Mstep: Class 22 contains 2015 members 
Mstep: Class 23 contains 6613 members 
Mstep: Class 24 contains 1656 members 
Mstep: Class 25 contains 32206 members 
Mstep: Class 26 contains 6411 members 
Mstep: Class 27 contains 14013 members 
Mstep: Class 28 contains 21152 members 
Mstep: Class 29 contains 38112 members 
Mstep: Class 30 contains 19605 members 
Mstep: Class 31 contains 8276 members 
Mstep: Class 32 contains 1100 members 
Mstep: Class 33 contains 8066 members 
Mstep: Class 34 contains 3503 members 
Mstep: Class 35 contains 298 members 
Mstep: Class 36 contains 2542 members 
Mstep: Class 37 contains 3953 members 
Mstep: Class 38 contains 3767 members 
Mstep: Class 39 contains 27236 members 
Mstep: Class 40 contains 18272 members 
Mstep: Class 41 contains 16031 members 
Mstep: Class 42 contains 2977 members 
Mstep: Class 43 contains 2624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88105624.000000 Penalty: 87721.671875
Iteration 90Q: 44 clusters Score -8.810562e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 61212 members 
Mstep: Class 2 contains 9621 members 
Mstep: Class 3 contains 6960 members 
Mstep: Class 4 contains 49060 members 
Mstep: Class 5 contains 8837 members 
Mstep: Class 6 contains 11546 members 
Mstep: Class 7 contains 66495 members 
Mstep: Class 8 contains 11304 members 
Mstep: Class 9 contains 11149 members 
Mstep: Class 10 contains 11426 members 
Mstep: Class 11 contains 15356 members 
Mstep: Class 12 contains 6909 members 
Mstep: Class 13 contains 18553 members 
Mstep: Class 14 contains 37785 members 
Mstep: Class 15 contains 17086 members 
Mstep: Class 16 contains 25062 members 
Mstep: Class 17 contains 28654 members 
Mstep: Class 18 contains 20442 members 
Mstep: Class 19 contains 1327 members 
Mstep: Class 20 contains 203699 members 
Mstep: Class 21 contains 36062 members 
Mstep: Class 22 contains 2011 members 
Mstep: Class 23 contains 6634 members 
Mstep: Class 24 contains 1655 members 
Mstep: Class 25 contains 32444 members 
Mstep: Class 26 contains 6413 members 
Mstep: Class 27 contains 14063 members 
Mstep: Class 28 contains 21141 members 
Mstep: Class 29 contains 38101 members 
Mstep: Class 30 contains 19563 members 
Mstep: Class 31 contains 8283 members 
Mstep: Class 32 contains 1098 members 
Mstep: Class 33 contains 8075 members 
Mstep: Class 34 contains 3525 members 
Mstep: Class 35 contains 298 members 
Mstep: Class 36 contains 2538 members 
Mstep: Class 37 contains 3984 members 
Mstep: Class 38 contains 3776 members 
Mstep: Class 39 contains 27686 members 
Mstep: Class 40 contains 18276 members 
Mstep: Class 41 contains 16035 members 
Mstep: Class 42 contains 2982 members 
Mstep: Class 43 contains 2637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88105968.000000 Penalty: 87721.671875
Iteration 91Q: 44 clusters Score -8.810597e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 61257 members 
Mstep: Class 2 contains 9628 members 
Mstep: Class 3 contains 6962 members 
Mstep: Class 4 contains 49047 members 
Mstep: Class 5 contains 8846 members 
Mstep: Class 6 contains 11551 members 
Mstep: Class 7 contains 65997 members 
Mstep: Class 8 contains 11296 members 
Mstep: Class 9 contains 11150 members 
Mstep: Class 10 contains 11428 members 
Mstep: Class 11 contains 15361 members 
Mstep: Class 12 contains 6930 members 
Mstep: Class 13 contains 18596 members 
Mstep: Class 14 contains 37785 members 
Mstep: Class 15 contains 17087 members 
Mstep: Class 16 contains 25000 members 
Mstep: Class 17 contains 28619 members 
Mstep: Class 18 contains 20418 members 
Mstep: Class 19 contains 1334 members 
Mstep: Class 20 contains 203453 members 
Mstep: Class 21 contains 36048 members 
Mstep: Class 22 contains 2006 members 
Mstep: Class 23 contains 6645 members 
Mstep: Class 24 contains 1659 members 
Mstep: Class 25 contains 32663 members 
Mstep: Class 26 contains 6413 members 
Mstep: Class 27 contains 14104 members 
Mstep: Class 28 contains 21111 members 
Mstep: Class 29 contains 38102 members 
Mstep: Class 30 contains 19534 members 
Mstep: Class 31 contains 8304 members 
Mstep: Class 32 contains 1097 members 
Mstep: Class 33 contains 8081 members 
Mstep: Class 34 contains 3549 members 
Mstep: Class 35 contains 298 members 
Mstep: Class 36 contains 2537 members 
Mstep: Class 37 contains 4015 members 
Mstep: Class 38 contains 3788 members 
Mstep: Class 39 contains 28114 members 
Mstep: Class 40 contains 18278 members 
Mstep: Class 41 contains 16040 members 
Mstep: Class 42 contains 2988 members 
Mstep: Class 43 contains 2644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88106032.000000 Penalty: 87721.671875
Iteration 92Q: 44 clusters Score -8.810603e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 61298 members 
Mstep: Class 2 contains 9630 members 
Mstep: Class 3 contains 6963 members 
Mstep: Class 4 contains 49037 members 
Mstep: Class 5 contains 8845 members 
Mstep: Class 6 contains 11554 members 
Mstep: Class 7 contains 65553 members 
Mstep: Class 8 contains 11291 members 
Mstep: Class 9 contains 11150 members 
Mstep: Class 10 contains 11428 members 
Mstep: Class 11 contains 15366 members 
Mstep: Class 12 contains 6943 members 
Mstep: Class 13 contains 18634 members 
Mstep: Class 14 contains 37795 members 
Mstep: Class 15 contains 17089 members 
Mstep: Class 16 contains 24966 members 
Mstep: Class 17 contains 28589 members 
Mstep: Class 18 contains 20399 members 
Mstep: Class 19 contains 1341 members 
Mstep: Class 20 contains 203231 members 
Mstep: Class 21 contains 36041 members 
Mstep: Class 22 contains 2005 members 
Mstep: Class 23 contains 6652 members 
Mstep: Class 24 contains 1658 members 
Mstep: Class 25 contains 32837 members 
Mstep: Class 26 contains 6413 members 
Mstep: Class 27 contains 14145 members 
Mstep: Class 28 contains 21095 members 
Mstep: Class 29 contains 38100 members 
Mstep: Class 30 contains 19524 members 
Mstep: Class 31 contains 8314 members 
Mstep: Class 32 contains 1097 members 
Mstep: Class 33 contains 8087 members 
Mstep: Class 34 contains 3569 members 
Mstep: Class 35 contains 298 members 
Mstep: Class 36 contains 2536 members 
Mstep: Class 37 contains 4031 members 
Mstep: Class 38 contains 3788 members 
Mstep: Class 39 contains 28505 members 
Mstep: Class 40 contains 18279 members 
Mstep: Class 41 contains 16042 members 
Mstep: Class 42 contains 2991 members 
Mstep: Class 43 contains 2654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88106152.000000 Penalty: 87721.671875
Iteration 93Q: 44 clusters Score -8.810615e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 61313 members 
Mstep: Class 2 contains 9638 members 
Mstep: Class 3 contains 6964 members 
Mstep: Class 4 contains 49022 members 
Mstep: Class 5 contains 8850 members 
Mstep: Class 6 contains 11555 members 
Mstep: Class 7 contains 65118 members 
Mstep: Class 8 contains 11285 members 
Mstep: Class 9 contains 11150 members 
Mstep: Class 10 contains 11427 members 
Mstep: Class 11 contains 15370 members 
Mstep: Class 12 contains 6971 members 
Mstep: Class 13 contains 18674 members 
Mstep: Class 14 contains 37807 members 
Mstep: Class 15 contains 17089 members 
Mstep: Class 16 contains 24934 members 
Mstep: Class 17 contains 28566 members 
Mstep: Class 18 contains 20378 members 
Mstep: Class 19 contains 1353 members 
Mstep: Class 20 contains 203041 members 
Mstep: Class 21 contains 36027 members 
Mstep: Class 22 contains 2002 members 
Mstep: Class 23 contains 6659 members 
Mstep: Class 24 contains 1655 members 
Mstep: Class 25 contains 33006 members 
Mstep: Class 26 contains 6413 members 
Mstep: Class 27 contains 14189 members 
Mstep: Class 28 contains 21079 members 
Mstep: Class 29 contains 38088 members 
Mstep: Class 30 contains 19523 members 
Mstep: Class 31 contains 8326 members 
Mstep: Class 32 contains 1096 members 
Mstep: Class 33 contains 8089 members 
Mstep: Class 34 contains 3582 members 
Mstep: Class 35 contains 298 members 
Mstep: Class 36 contains 2534 members 
Mstep: Class 37 contains 4049 members 
Mstep: Class 38 contains 3792 members 
Mstep: Class 39 contains 28873 members 
Mstep: Class 40 contains 18280 members 
Mstep: Class 41 contains 16044 members 
Mstep: Class 42 contains 2993 members 
Mstep: Class 43 contains 2661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88106240.000000 Penalty: 87721.671875
Iteration 94Q: 44 clusters Score -8.810624e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 61337 members 
Mstep: Class 2 contains 9648 members 
Mstep: Class 3 contains 6964 members 
Mstep: Class 4 contains 49012 members 
Mstep: Class 5 contains 8855 members 
Mstep: Class 6 contains 11550 members 
Mstep: Class 7 contains 64687 members 
Mstep: Class 8 contains 11275 members 
Mstep: Class 9 contains 11149 members 
Mstep: Class 10 contains 11427 members 
Mstep: Class 11 contains 15371 members 
Mstep: Class 12 contains 6998 members 
Mstep: Class 13 contains 18707 members 
Mstep: Class 14 contains 37814 members 
Mstep: Class 15 contains 17088 members 
Mstep: Class 16 contains 24892 members 
Mstep: Class 17 contains 28566 members 
Mstep: Class 18 contains 20353 members 
Mstep: Class 19 contains 1364 members 
Mstep: Class 20 contains 202862 members 
Mstep: Class 21 contains 36013 members 
Mstep: Class 22 contains 1997 members 
Mstep: Class 23 contains 6665 members 
Mstep: Class 24 contains 1658 members 
Mstep: Class 25 contains 33164 members 
Mstep: Class 26 contains 6413 members 
Mstep: Class 27 contains 14237 members 
Mstep: Class 28 contains 21053 members 
Mstep: Class 29 contains 38087 members 
Mstep: Class 30 contains 19523 members 
Mstep: Class 31 contains 8351 members 
Mstep: Class 32 contains 1094 members 
Mstep: Class 33 contains 8088 members 
Mstep: Class 34 contains 3598 members 
Mstep: Class 35 contains 298 members 
Mstep: Class 36 contains 2537 members 
Mstep: Class 37 contains 4054 members 
Mstep: Class 38 contains 3801 members 
Mstep: Class 39 contains 29229 members 
Mstep: Class 40 contains 18281 members 
Mstep: Class 41 contains 16045 members 
Mstep: Class 42 contains 2995 members 
Mstep: Class 43 contains 2663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88106376.000000 Penalty: 87721.671875
Iteration 95Q: 44 clusters Score -8.810638e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 61367 members 
Mstep: Class 2 contains 9657 members 
Mstep: Class 3 contains 6962 members 
Mstep: Class 4 contains 49003 members 
Mstep: Class 5 contains 8856 members 
Mstep: Class 6 contains 11549 members 
Mstep: Class 7 contains 64318 members 
Mstep: Class 8 contains 11265 members 
Mstep: Class 9 contains 11148 members 
Mstep: Class 10 contains 11427 members 
Mstep: Class 11 contains 15371 members 
Mstep: Class 12 contains 7018 members 
Mstep: Class 13 contains 18737 members 
Mstep: Class 14 contains 37820 members 
Mstep: Class 15 contains 17088 members 
Mstep: Class 16 contains 24857 members 
Mstep: Class 17 contains 28553 members 
Mstep: Class 18 contains 20335 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 202706 members 
Mstep: Class 21 contains 36020 members 
Mstep: Class 22 contains 1995 members 
Mstep: Class 23 contains 6668 members 
Mstep: Class 24 contains 1661 members 
Mstep: Class 25 contains 33304 members 
Mstep: Class 26 contains 6413 members 
Mstep: Class 27 contains 14272 members 
Mstep: Class 28 contains 21033 members 
Mstep: Class 29 contains 38086 members 
Mstep: Class 30 contains 19525 members 
Mstep: Class 31 contains 8368 members 
Mstep: Class 32 contains 1093 members 
Mstep: Class 33 contains 8087 members 
Mstep: Class 34 contains 3616 members 
Mstep: Class 35 contains 298 members 
Mstep: Class 36 contains 2537 members 
Mstep: Class 37 contains 4066 members 
Mstep: Class 38 contains 3810 members 
Mstep: Class 39 contains 29515 members 
Mstep: Class 40 contains 18283 members 
Mstep: Class 41 contains 16046 members 
Mstep: Class 42 contains 2997 members 
Mstep: Class 43 contains 2666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88106440.000000 Penalty: 87721.671875
Iteration 96Q: 44 clusters Score -8.810644e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 61395 members 
Mstep: Class 2 contains 9665 members 
Mstep: Class 3 contains 6963 members 
Mstep: Class 4 contains 48992 members 
Mstep: Class 5 contains 8857 members 
Mstep: Class 6 contains 11546 members 
Mstep: Class 7 contains 63996 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 11148 members 
Mstep: Class 10 contains 11427 members 
Mstep: Class 11 contains 15373 members 
Mstep: Class 12 contains 7038 members 
Mstep: Class 13 contains 18747 members 
Mstep: Class 14 contains 37829 members 
Mstep: Class 15 contains 17089 members 
Mstep: Class 16 contains 24827 members 
Mstep: Class 17 contains 28554 members 
Mstep: Class 18 contains 20311 members 
Mstep: Class 19 contains 1373 members 
Mstep: Class 20 contains 202570 members 
Mstep: Class 21 contains 36015 members 
Mstep: Class 22 contains 1996 members 
Mstep: Class 23 contains 6664 members 
Mstep: Class 24 contains 1663 members 
Mstep: Class 25 contains 33442 members 
Mstep: Class 26 contains 6413 members 
Mstep: Class 27 contains 14311 members 
Mstep: Class 28 contains 21011 members 
Mstep: Class 29 contains 38080 members 
Mstep: Class 30 contains 19518 members 
Mstep: Class 31 contains 8393 members 
Mstep: Class 32 contains 1091 members 
Mstep: Class 33 contains 8083 members 
Mstep: Class 34 contains 3631 members 
Mstep: Class 35 contains 298 members 
Mstep: Class 36 contains 2537 members 
Mstep: Class 37 contains 4071 members 
Mstep: Class 38 contains 3820 members 
Mstep: Class 39 contains 29766 members 
Mstep: Class 40 contains 18285 members 
Mstep: Class 41 contains 16047 members 
Mstep: Class 42 contains 2997 members 
Mstep: Class 43 contains 2673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88106448.000000 Penalty: 87721.671875
Iteration 97Q: 44 clusters Score -8.810645e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 61414 members 
Mstep: Class 2 contains 9669 members 
Mstep: Class 3 contains 6964 members 
Mstep: Class 4 contains 48984 members 
Mstep: Class 5 contains 8865 members 
Mstep: Class 6 contains 11541 members 
Mstep: Class 7 contains 63684 members 
Mstep: Class 8 contains 11246 members 
Mstep: Class 9 contains 11147 members 
Mstep: Class 10 contains 11427 members 
Mstep: Class 11 contains 15375 members 
Mstep: Class 12 contains 7055 members 
Mstep: Class 13 contains 18759 members 
Mstep: Class 14 contains 37835 members 
Mstep: Class 15 contains 17089 members 
Mstep: Class 16 contains 24777 members 
Mstep: Class 17 contains 28558 members 
Mstep: Class 18 contains 20299 members 
Mstep: Class 19 contains 1380 members 
Mstep: Class 20 contains 202473 members 
Mstep: Class 21 contains 36030 members 
Mstep: Class 22 contains 1994 members 
Mstep: Class 23 contains 6664 members 
Mstep: Class 24 contains 1661 members 
Mstep: Class 25 contains 33567 members 
Mstep: Class 26 contains 6413 members 
Mstep: Class 27 contains 14337 members 
Mstep: Class 28 contains 20975 members 
Mstep: Class 29 contains 38074 members 
Mstep: Class 30 contains 19522 members 
Mstep: Class 31 contains 8420 members 
Mstep: Class 32 contains 1092 members 
Mstep: Class 33 contains 8081 members 
Mstep: Class 34 contains 3642 members 
Mstep: Class 35 contains 298 members 
Mstep: Class 36 contains 2538 members 
Mstep: Class 37 contains 4081 members 
Mstep: Class 38 contains 3830 members 
Mstep: Class 39 contains 29992 members 
Mstep: Class 40 contains 18287 members 
Mstep: Class 41 contains 16050 members 
Mstep: Class 42 contains 2998 members 
Mstep: Class 43 contains 2676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88106392.000000 Penalty: 87721.671875
Iteration 98Q: 44 clusters Score -8.810639e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 61433 members 
Mstep: Class 2 contains 9677 members 
Mstep: Class 3 contains 6964 members 
Mstep: Class 4 contains 48978 members 
Mstep: Class 5 contains 8859 members 
Mstep: Class 6 contains 11536 members 
Mstep: Class 7 contains 63402 members 
Mstep: Class 8 contains 11237 members 
Mstep: Class 9 contains 11147 members 
Mstep: Class 10 contains 11427 members 
Mstep: Class 11 contains 15376 members 
Mstep: Class 12 contains 7072 members 
Mstep: Class 13 contains 18772 members 
Mstep: Class 14 contains 37838 members 
Mstep: Class 15 contains 17088 members 
Mstep: Class 16 contains 24747 members 
Mstep: Class 17 contains 28555 members 
Mstep: Class 18 contains 20279 members 
Mstep: Class 19 contains 1382 members 
Mstep: Class 20 contains 202368 members 
Mstep: Class 21 contains 36017 members 
Mstep: Class 22 contains 1992 members 
Mstep: Class 23 contains 6662 members 
Mstep: Class 24 contains 1664 members 
Mstep: Class 25 contains 33683 members 
Mstep: Class 26 contains 6413 members 
Mstep: Class 27 contains 14355 members 
Mstep: Class 28 contains 20967 members 
Mstep: Class 29 contains 38073 members 
Mstep: Class 30 contains 19528 members 
Mstep: Class 31 contains 8452 members 
Mstep: Class 32 contains 1091 members 
Mstep: Class 33 contains 8079 members 
Mstep: Class 34 contains 3652 members 
Mstep: Class 35 contains 298 members 
Mstep: Class 36 contains 2541 members 
Mstep: Class 37 contains 4083 members 
Mstep: Class 38 contains 3840 members 
Mstep: Class 39 contains 30219 members 
Mstep: Class 40 contains 18290 members 
Mstep: Class 41 contains 16052 members 
Mstep: Class 42 contains 3001 members 
Mstep: Class 43 contains 2674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88106528.000000 Penalty: 87721.671875
Iteration 99Q: 44 clusters Score -8.810653e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 61454 members 
Mstep: Class 2 contains 9686 members 
Mstep: Class 3 contains 6964 members 
Mstep: Class 4 contains 48978 members 
Mstep: Class 5 contains 8863 members 
Mstep: Class 6 contains 11531 members 
Mstep: Class 7 contains 63115 members 
Mstep: Class 8 contains 11232 members 
Mstep: Class 9 contains 11148 members 
Mstep: Class 10 contains 11428 members 
Mstep: Class 11 contains 15375 members 
Mstep: Class 12 contains 7097 members 
Mstep: Class 13 contains 18786 members 
Mstep: Class 14 contains 37844 members 
Mstep: Class 15 contains 17086 members 
Mstep: Class 16 contains 24707 members 
Mstep: Class 17 contains 28545 members 
Mstep: Class 18 contains 20256 members 
Mstep: Class 19 contains 1388 members 
Mstep: Class 20 contains 202281 members 
Mstep: Class 21 contains 35997 members 
Mstep: Class 22 contains 1986 members 
Mstep: Class 23 contains 6658 members 
Mstep: Class 24 contains 1664 members 
Mstep: Class 25 contains 33815 members 
Mstep: Class 26 contains 6413 members 
Mstep: Class 27 contains 14379 members 
Mstep: Class 28 contains 20959 members 
Mstep: Class 29 contains 38068 members 
Mstep: Class 30 contains 19524 members 
Mstep: Class 31 contains 8476 members 
Mstep: Class 32 contains 1090 members 
Mstep: Class 33 contains 8073 members 
Mstep: Class 34 contains 3663 members 
Mstep: Class 35 contains 299 members 
Mstep: Class 36 contains 2546 members 
Mstep: Class 37 contains 4082 members 
Mstep: Class 38 contains 3846 members 
Mstep: Class 39 contains 30432 members 
Mstep: Class 40 contains 18291 members 
Mstep: Class 41 contains 16055 members 
Mstep: Class 42 contains 3004 members 
Mstep: Class 43 contains 2679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88106504.000000 Penalty: 87721.671875
Iteration 100F: 44 clusters Score -8.81065e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 61457 members 
Mstep: Class 2 contains 9687 members 
Mstep: Class 3 contains 6967 members 
Mstep: Class 4 contains 48978 members 
Mstep: Class 5 contains 8860 members 
Mstep: Class 6 contains 11528 members 
Mstep: Class 7 contains 62840 members 
Mstep: Class 8 contains 11217 members 
Mstep: Class 9 contains 11148 members 
Mstep: Class 10 contains 11428 members 
Mstep: Class 11 contains 15376 members 
Mstep: Class 12 contains 7114 members 
Mstep: Class 13 contains 18797 members 
Mstep: Class 14 contains 37845 members 
Mstep: Class 15 contains 17082 members 
Mstep: Class 16 contains 24681 members 
Mstep: Class 17 contains 28543 members 
Mstep: Class 18 contains 20241 members 
Mstep: Class 19 contains 1389 members 
Mstep: Class 20 contains 202193 members 
Mstep: Class 21 contains 35977 members 
Mstep: Class 22 contains 1986 members 
Mstep: Class 23 contains 6661 members 
Mstep: Class 24 contains 1661 members 
Mstep: Class 25 contains 33932 members 
Mstep: Class 26 contains 6414 members 
Mstep: Class 27 contains 14393 members 
Mstep: Class 28 contains 20961 members 
Mstep: Class 29 contains 38064 members 
Mstep: Class 30 contains 19532 members 
Mstep: Class 31 contains 8495 members 
Mstep: Class 32 contains 1088 members 
Mstep: Class 33 contains 8077 members 
Mstep: Class 34 contains 3681 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 2547 members 
Mstep: Class 37 contains 4081 members 
Mstep: Class 38 contains 3856 members 
Mstep: Class 39 contains 30649 members 
Mstep: Class 40 contains 18292 members 
Mstep: Class 41 contains 16058 members 
Mstep: Class 42 contains 3005 members 
Mstep: Class 43 contains 2683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88106296.000000 Penalty: 87721.671875
Iteration 101Q: 44 clusters Score -8.81063e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 61469 members 
Mstep: Class 2 contains 9696 members 
Mstep: Class 3 contains 6965 members 
Mstep: Class 4 contains 48973 members 
Mstep: Class 5 contains 8861 members 
Mstep: Class 6 contains 11524 members 
Mstep: Class 7 contains 62579 members 
Mstep: Class 8 contains 11200 members 
Mstep: Class 9 contains 11149 members 
Mstep: Class 10 contains 11428 members 
Mstep: Class 11 contains 15380 members 
Mstep: Class 12 contains 7132 members 
Mstep: Class 13 contains 18813 members 
Mstep: Class 14 contains 37849 members 
Mstep: Class 15 contains 17082 members 
Mstep: Class 16 contains 24658 members 
Mstep: Class 17 contains 28528 members 
Mstep: Class 18 contains 20229 members 
Mstep: Class 19 contains 1393 members 
Mstep: Class 20 contains 202098 members 
Mstep: Class 21 contains 35966 members 
Mstep: Class 22 contains 1985 members 
Mstep: Class 23 contains 6662 members 
Mstep: Class 24 contains 1656 members 
Mstep: Class 25 contains 34030 members 
Mstep: Class 26 contains 6414 members 
Mstep: Class 27 contains 14413 members 
Mstep: Class 28 contains 20970 members 
Mstep: Class 29 contains 38063 members 
Mstep: Class 30 contains 19525 members 
Mstep: Class 31 contains 8511 members 
Mstep: Class 32 contains 1089 members 
Mstep: Class 33 contains 8075 members 
Mstep: Class 34 contains 3695 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 2549 members 
Mstep: Class 37 contains 4082 members 
Mstep: Class 38 contains 3869 members 
Mstep: Class 39 contains 30860 members 
Mstep: Class 40 contains 18292 members 
Mstep: Class 41 contains 16060 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 2685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88106448.000000 Penalty: 87721.671875
Iteration 102Q: 44 clusters Score -8.810645e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 61482 members 
Mstep: Class 2 contains 9708 members 
Mstep: Class 3 contains 6963 members 
Mstep: Class 4 contains 48966 members 
Mstep: Class 5 contains 8861 members 
Mstep: Class 6 contains 11514 members 
Mstep: Class 7 contains 62300 members 
Mstep: Class 8 contains 11194 members 
Mstep: Class 9 contains 11149 members 
Mstep: Class 10 contains 11428 members 
Mstep: Class 11 contains 15379 members 
Mstep: Class 12 contains 7142 members 
Mstep: Class 13 contains 18831 members 
Mstep: Class 14 contains 37851 members 
Mstep: Class 15 contains 17081 members 
Mstep: Class 16 contains 24642 members 
Mstep: Class 17 contains 28529 members 
Mstep: Class 18 contains 20219 members 
Mstep: Class 19 contains 1396 members 
Mstep: Class 20 contains 202025 members 
Mstep: Class 21 contains 35956 members 
Mstep: Class 22 contains 1985 members 
Mstep: Class 23 contains 6661 members 
Mstep: Class 24 contains 1654 members 
Mstep: Class 25 contains 34122 members 
Mstep: Class 26 contains 6414 members 
Mstep: Class 27 contains 14429 members 
Mstep: Class 28 contains 20974 members 
Mstep: Class 29 contains 38059 members 
Mstep: Class 30 contains 19525 members 
Mstep: Class 31 contains 8529 members 
Mstep: Class 32 contains 1088 members 
Mstep: Class 33 contains 8072 members 
Mstep: Class 34 contains 3709 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 2550 members 
Mstep: Class 37 contains 4083 members 
Mstep: Class 38 contains 3883 members 
Mstep: Class 39 contains 31063 members 
Mstep: Class 40 contains 18292 members 
Mstep: Class 41 contains 16063 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 2686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88106584.000000 Penalty: 87721.671875
Iteration 103Q: 44 clusters Score -8.810658e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 61501 members 
Mstep: Class 2 contains 9716 members 
Mstep: Class 3 contains 6960 members 
Mstep: Class 4 contains 48965 members 
Mstep: Class 5 contains 8858 members 
Mstep: Class 6 contains 11510 members 
Mstep: Class 7 contains 62040 members 
Mstep: Class 8 contains 11187 members 
Mstep: Class 9 contains 11149 members 
Mstep: Class 10 contains 11428 members 
Mstep: Class 11 contains 15380 members 
Mstep: Class 12 contains 7153 members 
Mstep: Class 13 contains 18844 members 
Mstep: Class 14 contains 37855 members 
Mstep: Class 15 contains 17081 members 
Mstep: Class 16 contains 24631 members 
Mstep: Class 17 contains 28534 members 
Mstep: Class 18 contains 20205 members 
Mstep: Class 19 contains 1396 members 
Mstep: Class 20 contains 201959 members 
Mstep: Class 21 contains 35951 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 6651 members 
Mstep: Class 24 contains 1655 members 
Mstep: Class 25 contains 34185 members 
Mstep: Class 26 contains 6414 members 
Mstep: Class 27 contains 14439 members 
Mstep: Class 28 contains 20999 members 
Mstep: Class 29 contains 38065 members 
Mstep: Class 30 contains 19524 members 
Mstep: Class 31 contains 8537 members 
Mstep: Class 32 contains 1085 members 
Mstep: Class 33 contains 8067 members 
Mstep: Class 34 contains 3724 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 2553 members 
Mstep: Class 37 contains 4088 members 
Mstep: Class 38 contains 3894 members 
Mstep: Class 39 contains 31243 members 
Mstep: Class 40 contains 18292 members 
Mstep: Class 41 contains 16064 members 
Mstep: Class 42 contains 3008 members 
Mstep: Class 43 contains 2690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88106816.000000 Penalty: 87721.671875
Iteration 104Q: 44 clusters Score -8.810682e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 61520 members 
Mstep: Class 2 contains 9724 members 
Mstep: Class 3 contains 6959 members 
Mstep: Class 4 contains 48955 members 
Mstep: Class 5 contains 8858 members 
Mstep: Class 6 contains 11506 members 
Mstep: Class 7 contains 61798 members 
Mstep: Class 8 contains 11179 members 
Mstep: Class 9 contains 11149 members 
Mstep: Class 10 contains 11428 members 
Mstep: Class 11 contains 15381 members 
Mstep: Class 12 contains 7168 members 
Mstep: Class 13 contains 18854 members 
Mstep: Class 14 contains 37858 members 
Mstep: Class 15 contains 17081 members 
Mstep: Class 16 contains 24620 members 
Mstep: Class 17 contains 28543 members 
Mstep: Class 18 contains 20191 members 
Mstep: Class 19 contains 1396 members 
Mstep: Class 20 contains 201894 members 
Mstep: Class 21 contains 35948 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 6639 members 
Mstep: Class 24 contains 1655 members 
Mstep: Class 25 contains 34251 members 
Mstep: Class 26 contains 6414 members 
Mstep: Class 27 contains 14456 members 
Mstep: Class 28 contains 21005 members 
Mstep: Class 29 contains 38066 members 
Mstep: Class 30 contains 19524 members 
Mstep: Class 31 contains 8555 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 8066 members 
Mstep: Class 34 contains 3740 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 2555 members 
Mstep: Class 37 contains 4093 members 
Mstep: Class 38 contains 3898 members 
Mstep: Class 39 contains 31413 members 
Mstep: Class 40 contains 18292 members 
Mstep: Class 41 contains 16064 members 
Mstep: Class 42 contains 3008 members 
Mstep: Class 43 contains 2692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88106776.000000 Penalty: 87721.671875
Iteration 105Q: 44 clusters Score -8.810678e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 61537 members 
Mstep: Class 2 contains 9735 members 
Mstep: Class 3 contains 6959 members 
Mstep: Class 4 contains 48954 members 
Mstep: Class 5 contains 8858 members 
Mstep: Class 6 contains 11503 members 
Mstep: Class 7 contains 61587 members 
Mstep: Class 8 contains 11175 members 
Mstep: Class 9 contains 11149 members 
Mstep: Class 10 contains 11428 members 
Mstep: Class 11 contains 15383 members 
Mstep: Class 12 contains 7183 members 
Mstep: Class 13 contains 18860 members 
Mstep: Class 14 contains 37858 members 
Mstep: Class 15 contains 17082 members 
Mstep: Class 16 contains 24611 members 
Mstep: Class 17 contains 28546 members 
Mstep: Class 18 contains 20185 members 
Mstep: Class 19 contains 1398 members 
Mstep: Class 20 contains 201824 members 
Mstep: Class 21 contains 35939 members 
Mstep: Class 22 contains 1983 members 
Mstep: Class 23 contains 6636 members 
Mstep: Class 24 contains 1655 members 
Mstep: Class 25 contains 34306 members 
Mstep: Class 26 contains 6414 members 
Mstep: Class 27 contains 14467 members 
Mstep: Class 28 contains 21020 members 
Mstep: Class 29 contains 38064 members 
Mstep: Class 30 contains 19516 members 
Mstep: Class 31 contains 8569 members 
Mstep: Class 32 contains 1083 members 
Mstep: Class 33 contains 8064 members 
Mstep: Class 34 contains 3749 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 2557 members 
Mstep: Class 37 contains 4098 members 
Mstep: Class 38 contains 3898 members 
Mstep: Class 39 contains 31574 members 
Mstep: Class 40 contains 18293 members 
Mstep: Class 41 contains 16064 members 
Mstep: Class 42 contains 3008 members 
Mstep: Class 43 contains 2692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88106896.000000 Penalty: 87721.671875
Iteration 106Q: 44 clusters Score -8.81069e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 61548 members 
Mstep: Class 2 contains 9743 members 
Mstep: Class 3 contains 6959 members 
Mstep: Class 4 contains 48955 members 
Mstep: Class 5 contains 8859 members 
Mstep: Class 6 contains 11497 members 
Mstep: Class 7 contains 61407 members 
Mstep: Class 8 contains 11173 members 
Mstep: Class 9 contains 11149 members 
Mstep: Class 10 contains 11428 members 
Mstep: Class 11 contains 15383 members 
Mstep: Class 12 contains 7191 members 
Mstep: Class 13 contains 18867 members 
Mstep: Class 14 contains 37855 members 
Mstep: Class 15 contains 17082 members 
Mstep: Class 16 contains 24600 members 
Mstep: Class 17 contains 28547 members 
Mstep: Class 18 contains 20180 members 
Mstep: Class 19 contains 1404 members 
Mstep: Class 20 contains 201773 members 
Mstep: Class 21 contains 35937 members 
Mstep: Class 22 contains 1983 members 
Mstep: Class 23 contains 6634 members 
Mstep: Class 24 contains 1656 members 
Mstep: Class 25 contains 34358 members 
Mstep: Class 26 contains 6414 members 
Mstep: Class 27 contains 14476 members 
Mstep: Class 28 contains 21039 members 
Mstep: Class 29 contains 38063 members 
Mstep: Class 30 contains 19511 members 
Mstep: Class 31 contains 8582 members 
Mstep: Class 32 contains 1083 members 
Mstep: Class 33 contains 8060 members 
Mstep: Class 34 contains 3754 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 2557 members 
Mstep: Class 37 contains 4103 members 
Mstep: Class 38 contains 3900 members 
Mstep: Class 39 contains 31691 members 
Mstep: Class 40 contains 18296 members 
Mstep: Class 41 contains 16065 members 
Mstep: Class 42 contains 3008 members 
Mstep: Class 43 contains 2694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88106864.000000 Penalty: 87721.671875
Iteration 107Q: 44 clusters Score -8.810686e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 61550 members 
Mstep: Class 2 contains 9751 members 
Mstep: Class 3 contains 6959 members 
Mstep: Class 4 contains 48947 members 
Mstep: Class 5 contains 8862 members 
Mstep: Class 6 contains 11489 members 
Mstep: Class 7 contains 61238 members 
Mstep: Class 8 contains 11170 members 
Mstep: Class 9 contains 11149 members 
Mstep: Class 10 contains 11428 members 
Mstep: Class 11 contains 15382 members 
Mstep: Class 12 contains 7198 members 
Mstep: Class 13 contains 18881 members 
Mstep: Class 14 contains 37857 members 
Mstep: Class 15 contains 17082 members 
Mstep: Class 16 contains 24584 members 
Mstep: Class 17 contains 28540 members 
Mstep: Class 18 contains 20173 members 
Mstep: Class 19 contains 1406 members 
Mstep: Class 20 contains 201735 members 
Mstep: Class 21 contains 35937 members 
Mstep: Class 22 contains 1983 members 
Mstep: Class 23 contains 6631 members 
Mstep: Class 24 contains 1656 members 
Mstep: Class 25 contains 34419 members 
Mstep: Class 26 contains 6414 members 
Mstep: Class 27 contains 14486 members 
Mstep: Class 28 contains 21043 members 
Mstep: Class 29 contains 38058 members 
Mstep: Class 30 contains 19517 members 
Mstep: Class 31 contains 8599 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 8059 members 
Mstep: Class 34 contains 3757 members 
Mstep: Class 35 contains 300 members 
Mstep: Class 36 contains 2557 members 
Mstep: Class 37 contains 4109 members 
Mstep: Class 38 contains 3903 members 
Mstep: Class 39 contains 31807 members 
Mstep: Class 40 contains 18297 members 
Mstep: Class 41 contains 16066 members 
Mstep: Class 42 contains 3008 members 
Mstep: Class 43 contains 2695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88106888.000000 Penalty: 87721.671875
Iteration 108Q: 44 clusters Score -8.810689e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 61557 members 
Mstep: Class 2 contains 9757 members 
Mstep: Class 3 contains 6958 members 
Mstep: Class 4 contains 48941 members 
Mstep: Class 5 contains 8862 members 
Mstep: Class 6 contains 11487 members 
Mstep: Class 7 contains 61082 members 
Mstep: Class 8 contains 11170 members 
Mstep: Class 9 contains 11150 members 
Mstep: Class 10 contains 11428 members 
Mstep: Class 11 contains 15383 members 
Mstep: Class 12 contains 7202 members 
Mstep: Class 13 contains 18892 members 
Mstep: Class 14 contains 37855 members 
Mstep: Class 15 contains 17082 members 
Mstep: Class 16 contains 24567 members 
Mstep: Class 17 contains 28542 members 
Mstep: Class 18 contains 20169 members 
Mstep: Class 19 contains 1405 members 
Mstep: Class 20 contains 201689 members 
Mstep: Class 21 contains 35945 members 
Mstep: Class 22 contains 1982 members 
Mstep: Class 23 contains 6619 members 
Mstep: Class 24 contains 1658 members 
Mstep: Class 25 contains 34475 members 
Mstep: Class 26 contains 6414 members 
Mstep: Class 27 contains 14494 members 
Mstep: Class 28 contains 21053 members 
Mstep: Class 29 contains 38048 members 
Mstep: Class 30 contains 19516 members 
Mstep: Class 31 contains 8609 members 
Mstep: Class 32 contains 1080 members 
Mstep: Class 33 contains 8059 members 
Mstep: Class 34 contains 3761 members 
Mstep: Class 35 contains 299 members 
Mstep: Class 36 contains 2557 members 
Mstep: Class 37 contains 4115 members 
Mstep: Class 38 contains 3908 members 
Mstep: Class 39 contains 31926 members 
Mstep: Class 40 contains 18297 members 
Mstep: Class 41 contains 16066 members 
Mstep: Class 42 contains 3009 members 
Mstep: Class 43 contains 2696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88106912.000000 Penalty: 87721.671875
Iteration 109Q: 44 clusters Score -8.810691e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 61563 members 
Mstep: Class 2 contains 9762 members 
Mstep: Class 3 contains 6958 members 
Mstep: Class 4 contains 48938 members 
Mstep: Class 5 contains 8864 members 
Mstep: Class 6 contains 11486 members 
Mstep: Class 7 contains 60955 members 
Mstep: Class 8 contains 11167 members 
Mstep: Class 9 contains 11150 members 
Mstep: Class 10 contains 11428 members 
Mstep: Class 11 contains 15385 members 
Mstep: Class 12 contains 7203 members 
Mstep: Class 13 contains 18899 members 
Mstep: Class 14 contains 37855 members 
Mstep: Class 15 contains 17082 members 
Mstep: Class 16 contains 24551 members 
Mstep: Class 17 contains 28540 members 
Mstep: Class 18 contains 20168 members 
Mstep: Class 19 contains 1406 members 
Mstep: Class 20 contains 201636 members 
Mstep: Class 21 contains 35953 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 6612 members 
Mstep: Class 24 contains 1660 members 
Mstep: Class 25 contains 34521 members 
Mstep: Class 26 contains 6414 members 
Mstep: Class 27 contains 14507 members 
Mstep: Class 28 contains 21062 members 
Mstep: Class 29 contains 38038 members 
Mstep: Class 30 contains 19512 members 
Mstep: Class 31 contains 8617 members 
Mstep: Class 32 contains 1079 members 
Mstep: Class 33 contains 8059 members 
Mstep: Class 34 contains 3762 members 
Mstep: Class 35 contains 299 members 
Mstep: Class 36 contains 2558 members 
Mstep: Class 37 contains 4117 members 
Mstep: Class 38 contains 3916 members 
Mstep: Class 39 contains 32031 members 
Mstep: Class 40 contains 18297 members 
Mstep: Class 41 contains 16066 members 
Mstep: Class 42 contains 3010 members 
Mstep: Class 43 contains 2697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88107112.000000 Penalty: 87721.671875
Iteration 110Q: 44 clusters Score -8.810711e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 61565 members 
Mstep: Class 2 contains 9770 members 
Mstep: Class 3 contains 6958 members 
Mstep: Class 4 contains 48931 members 
Mstep: Class 5 contains 8867 members 
Mstep: Class 6 contains 11486 members 
Mstep: Class 7 contains 60816 members 
Mstep: Class 8 contains 11166 members 
Mstep: Class 9 contains 11150 members 
Mstep: Class 10 contains 11428 members 
Mstep: Class 11 contains 15385 members 
Mstep: Class 12 contains 7207 members 
Mstep: Class 13 contains 18900 members 
Mstep: Class 14 contains 37857 members 
Mstep: Class 15 contains 17082 members 
Mstep: Class 16 contains 24537 members 
Mstep: Class 17 contains 28551 members 
Mstep: Class 18 contains 20165 members 
Mstep: Class 19 contains 1404 members 
Mstep: Class 20 contains 201586 members 
Mstep: Class 21 contains 35965 members 
Mstep: Class 22 contains 1979 members 
Mstep: Class 23 contains 6610 members 
Mstep: Class 24 contains 1661 members 
Mstep: Class 25 contains 34566 members 
Mstep: Class 26 contains 6414 members 
Mstep: Class 27 contains 14517 members 
Mstep: Class 28 contains 21079 members 
Mstep: Class 29 contains 38029 members 
Mstep: Class 30 contains 19515 members 
Mstep: Class 31 contains 8625 members 
Mstep: Class 32 contains 1079 members 
Mstep: Class 33 contains 8058 members 
Mstep: Class 34 contains 3764 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 2557 members 
Mstep: Class 37 contains 4124 members 
Mstep: Class 38 contains 3922 members 
Mstep: Class 39 contains 32119 members 
Mstep: Class 40 contains 18297 members 
Mstep: Class 41 contains 16065 members 
Mstep: Class 42 contains 3010 members 
Mstep: Class 43 contains 2701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88106968.000000 Penalty: 87721.671875
Iteration 111Q: 44 clusters Score -8.810697e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 61571 members 
Mstep: Class 2 contains 9776 members 
Mstep: Class 3 contains 6958 members 
Mstep: Class 4 contains 48927 members 
Mstep: Class 5 contains 8869 members 
Mstep: Class 6 contains 11486 members 
Mstep: Class 7 contains 60708 members 
Mstep: Class 8 contains 11163 members 
Mstep: Class 9 contains 11151 members 
Mstep: Class 10 contains 11428 members 
Mstep: Class 11 contains 15385 members 
Mstep: Class 12 contains 7209 members 
Mstep: Class 13 contains 18899 members 
Mstep: Class 14 contains 37858 members 
Mstep: Class 15 contains 17081 members 
Mstep: Class 16 contains 24528 members 
Mstep: Class 17 contains 28561 members 
Mstep: Class 18 contains 20169 members 
Mstep: Class 19 contains 1402 members 
Mstep: Class 20 contains 201538 members 
Mstep: Class 21 contains 35982 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 6608 members 
Mstep: Class 24 contains 1660 members 
Mstep: Class 25 contains 34596 members 
Mstep: Class 26 contains 6414 members 
Mstep: Class 27 contains 14525 members 
Mstep: Class 28 contains 21089 members 
Mstep: Class 29 contains 38025 members 
Mstep: Class 30 contains 19513 members 
Mstep: Class 31 contains 8630 members 
Mstep: Class 32 contains 1080 members 
Mstep: Class 33 contains 8059 members 
Mstep: Class 34 contains 3764 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 2555 members 
Mstep: Class 37 contains 4123 members 
Mstep: Class 38 contains 3929 members 
Mstep: Class 39 contains 32190 members 
Mstep: Class 40 contains 18297 members 
Mstep: Class 41 contains 16068 members 
Mstep: Class 42 contains 3010 members 
Mstep: Class 43 contains 2702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88106784.000000 Penalty: 87721.671875
Iteration 112Q: 44 clusters Score -8.810678e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 61569 members 
Mstep: Class 2 contains 9781 members 
Mstep: Class 3 contains 6959 members 
Mstep: Class 4 contains 48926 members 
Mstep: Class 5 contains 8872 members 
Mstep: Class 6 contains 11486 members 
Mstep: Class 7 contains 60623 members 
Mstep: Class 8 contains 11162 members 
Mstep: Class 9 contains 11152 members 
Mstep: Class 10 contains 11428 members 
Mstep: Class 11 contains 15386 members 
Mstep: Class 12 contains 7215 members 
Mstep: Class 13 contains 18902 members 
Mstep: Class 14 contains 37857 members 
Mstep: Class 15 contains 17080 members 
Mstep: Class 16 contains 24512 members 
Mstep: Class 17 contains 28568 members 
Mstep: Class 18 contains 20167 members 
Mstep: Class 19 contains 1404 members 
Mstep: Class 20 contains 201503 members 
Mstep: Class 21 contains 35998 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 6606 members 
Mstep: Class 24 contains 1661 members 
Mstep: Class 25 contains 34627 members 
Mstep: Class 26 contains 6414 members 
Mstep: Class 27 contains 14527 members 
Mstep: Class 28 contains 21092 members 
Mstep: Class 29 contains 38017 members 
Mstep: Class 30 contains 19514 members 
Mstep: Class 31 contains 8634 members 
Mstep: Class 32 contains 1079 members 
Mstep: Class 33 contains 8058 members 
Mstep: Class 34 contains 3764 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 2553 members 
Mstep: Class 37 contains 4121 members 
Mstep: Class 38 contains 3931 members 
Mstep: Class 39 contains 32256 members 
Mstep: Class 40 contains 18298 members 
Mstep: Class 41 contains 16069 members 
Mstep: Class 42 contains 3010 members 
Mstep: Class 43 contains 2705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88106864.000000 Penalty: 87721.671875
Iteration 113Q: 44 clusters Score -8.810686e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 61571 members 
Mstep: Class 2 contains 9783 members 
Mstep: Class 3 contains 6960 members 
Mstep: Class 4 contains 48924 members 
Mstep: Class 5 contains 8871 members 
Mstep: Class 6 contains 11486 members 
Mstep: Class 7 contains 60555 members 
Mstep: Class 8 contains 11161 members 
Mstep: Class 9 contains 11152 members 
Mstep: Class 10 contains 11428 members 
Mstep: Class 11 contains 15386 members 
Mstep: Class 12 contains 7218 members 
Mstep: Class 13 contains 18907 members 
Mstep: Class 14 contains 37860 members 
Mstep: Class 15 contains 17079 members 
Mstep: Class 16 contains 24498 members 
Mstep: Class 17 contains 28575 members 
Mstep: Class 18 contains 20164 members 
Mstep: Class 19 contains 1407 members 
Mstep: Class 20 contains 201475 members 
Mstep: Class 21 contains 36011 members 
Mstep: Class 22 contains 1980 members 
Mstep: Class 23 contains 6603 members 
Mstep: Class 24 contains 1663 members 
Mstep: Class 25 contains 34651 members 
Mstep: Class 26 contains 6414 members 
Mstep: Class 27 contains 14530 members 
Mstep: Class 28 contains 21100 members 
Mstep: Class 29 contains 38010 members 
Mstep: Class 30 contains 19515 members 
Mstep: Class 31 contains 8637 members 
Mstep: Class 32 contains 1077 members 
Mstep: Class 33 contains 8059 members 
Mstep: Class 34 contains 3765 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 2553 members 
Mstep: Class 37 contains 4118 members 
Mstep: Class 38 contains 3933 members 
Mstep: Class 39 contains 32300 members 
Mstep: Class 40 contains 18298 members 
Mstep: Class 41 contains 16070 members 
Mstep: Class 42 contains 3010 members 
Mstep: Class 43 contains 2711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88106944.000000 Penalty: 87721.671875
Iteration 114Q: 44 clusters Score -8.810694e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 61576 members 
Mstep: Class 2 contains 9784 members 
Mstep: Class 3 contains 6960 members 
Mstep: Class 4 contains 48924 members 
Mstep: Class 5 contains 8871 members 
Mstep: Class 6 contains 11487 members 
Mstep: Class 7 contains 60484 members 
Mstep: Class 8 contains 11161 members 
Mstep: Class 9 contains 11152 members 
Mstep: Class 10 contains 11428 members 
Mstep: Class 11 contains 15387 members 
Mstep: Class 12 contains 7217 members 
Mstep: Class 13 contains 18912 members 
Mstep: Class 14 contains 37859 members 
Mstep: Class 15 contains 17080 members 
Mstep: Class 16 contains 24488 members 
Mstep: Class 17 contains 28578 members 
Mstep: Class 18 contains 20163 members 
Mstep: Class 19 contains 1410 members 
Mstep: Class 20 contains 201453 members 
Mstep: Class 21 contains 36022 members 
Mstep: Class 22 contains 1978 members 
Mstep: Class 23 contains 6603 members 
Mstep: Class 24 contains 1665 members 
Mstep: Class 25 contains 34681 members 
Mstep: Class 26 contains 6414 members 
Mstep: Class 27 contains 14534 members 
Mstep: Class 28 contains 21096 members 
Mstep: Class 29 contains 38006 members 
Mstep: Class 30 contains 19512 members 
Mstep: Class 31 contains 8641 members 
Mstep: Class 32 contains 1076 members 
Mstep: Class 33 contains 8060 members 
Mstep: Class 34 contains 3770 members 
Mstep: Class 35 contains 294 members 
Mstep: Class 36 contains 2554 members 
Mstep: Class 37 contains 4117 members 
Mstep: Class 38 contains 3937 members 
Mstep: Class 39 contains 32337 members 
Mstep: Class 40 contains 18298 members 
Mstep: Class 41 contains 16072 members 
Mstep: Class 42 contains 3010 members 
Mstep: Class 43 contains 2713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88107008.000000 Penalty: 87721.671875
Iteration 115Q: 44 clusters Score -8.810701e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 61584 members 
Mstep: Class 2 contains 9795 members 
Mstep: Class 3 contains 6961 members 
Mstep: Class 4 contains 48919 members 
Mstep: Class 5 contains 8875 members 
Mstep: Class 6 contains 11485 members 
Mstep: Class 7 contains 60404 members 
Mstep: Class 8 contains 11161 members 
Mstep: Class 9 contains 11152 members 
Mstep: Class 10 contains 11429 members 
Mstep: Class 11 contains 15387 members 
Mstep: Class 12 contains 7218 members 
Mstep: Class 13 contains 18919 members 
Mstep: Class 14 contains 37857 members 
Mstep: Class 15 contains 17081 members 
Mstep: Class 16 contains 24482 members 
Mstep: Class 17 contains 28581 members 
Mstep: Class 18 contains 20159 members 
Mstep: Class 19 contains 1411 members 
Mstep: Class 20 contains 201440 members 
Mstep: Class 21 contains 36029 members 
Mstep: Class 22 contains 1977 members 
Mstep: Class 23 contains 6607 members 
Mstep: Class 24 contains 1666 members 
Mstep: Class 25 contains 34710 members 
Mstep: Class 26 contains 6414 members 
Mstep: Class 27 contains 14537 members 
Mstep: Class 28 contains 21090 members 
Mstep: Class 29 contains 37997 members 
Mstep: Class 30 contains 19508 members 
Mstep: Class 31 contains 8645 members 
Mstep: Class 32 contains 1074 members 
Mstep: Class 33 contains 8061 members 
Mstep: Class 34 contains 3775 members 
Mstep: Class 35 contains 295 members 
Mstep: Class 36 contains 2555 members 
Mstep: Class 37 contains 4116 members 
Mstep: Class 38 contains 3940 members 
Mstep: Class 39 contains 32373 members 
Mstep: Class 40 contains 18298 members 
Mstep: Class 41 contains 16073 members 
Mstep: Class 42 contains 3011 members 
Mstep: Class 43 contains 2713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88106928.000000 Penalty: 87721.671875
Iteration 116Q: 44 clusters Score -8.810693e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 61583 members 
Mstep: Class 2 contains 9801 members 
Mstep: Class 3 contains 6962 members 
Mstep: Class 4 contains 48913 members 
Mstep: Class 5 contains 8875 members 
Mstep: Class 6 contains 11488 members 
Mstep: Class 7 contains 60342 members 
Mstep: Class 8 contains 11161 members 
Mstep: Class 9 contains 11152 members 
Mstep: Class 10 contains 11428 members 
Mstep: Class 11 contains 15388 members 
Mstep: Class 12 contains 7218 members 
Mstep: Class 13 contains 18921 members 
Mstep: Class 14 contains 37857 members 
Mstep: Class 15 contains 17081 members 
Mstep: Class 16 contains 24467 members 
Mstep: Class 17 contains 28592 members 
Mstep: Class 18 contains 20155 members 
Mstep: Class 19 contains 1414 members 
Mstep: Class 20 contains 201427 members 
Mstep: Class 21 contains 36034 members 
Mstep: Class 22 contains 1977 members 
Mstep: Class 23 contains 6608 members 
Mstep: Class 24 contains 1666 members 
Mstep: Class 25 contains 34736 members 
Mstep: Class 26 contains 6414 members 
Mstep: Class 27 contains 14543 members 
Mstep: Class 28 contains 21088 members 
Mstep: Class 29 contains 37991 members 
Mstep: Class 30 contains 19507 members 
Mstep: Class 31 contains 8649 members 
Mstep: Class 32 contains 1073 members 
Mstep: Class 33 contains 8060 members 
Mstep: Class 34 contains 3783 members 
Mstep: Class 35 contains 295 members 
Mstep: Class 36 contains 2555 members 
Mstep: Class 37 contains 4115 members 
Mstep: Class 38 contains 3942 members 
Mstep: Class 39 contains 32406 members 
Mstep: Class 40 contains 18298 members 
Mstep: Class 41 contains 16073 members 
Mstep: Class 42 contains 3012 members 
Mstep: Class 43 contains 2714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88106760.000000 Penalty: 87721.671875
Iteration 117Q: 44 clusters Score -8.810676e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 61582 members 
Mstep: Class 2 contains 9801 members 
Mstep: Class 3 contains 6963 members 
Mstep: Class 4 contains 48909 members 
Mstep: Class 5 contains 8877 members 
Mstep: Class 6 contains 11494 members 
Mstep: Class 7 contains 60291 members 
Mstep: Class 8 contains 11159 members 
Mstep: Class 9 contains 11152 members 
Mstep: Class 10 contains 11427 members 
Mstep: Class 11 contains 15388 members 
Mstep: Class 12 contains 7218 members 
Mstep: Class 13 contains 18921 members 
Mstep: Class 14 contains 37857 members 
Mstep: Class 15 contains 17081 members 
Mstep: Class 16 contains 24450 members 
Mstep: Class 17 contains 28597 members 
Mstep: Class 18 contains 20152 members 
Mstep: Class 19 contains 1421 members 
Mstep: Class 20 contains 201398 members 
Mstep: Class 21 contains 36041 members 
Mstep: Class 22 contains 1977 members 
Mstep: Class 23 contains 6609 members 
Mstep: Class 24 contains 1665 members 
Mstep: Class 25 contains 34757 members 
Mstep: Class 26 contains 6415 members 
Mstep: Class 27 contains 14551 members 
Mstep: Class 28 contains 21090 members 
Mstep: Class 29 contains 37987 members 
Mstep: Class 30 contains 19509 members 
Mstep: Class 31 contains 8656 members 
Mstep: Class 32 contains 1071 members 
Mstep: Class 33 contains 8060 members 
Mstep: Class 34 contains 3787 members 
Mstep: Class 35 contains 295 members 
Mstep: Class 36 contains 2555 members 
Mstep: Class 37 contains 4115 members 
Mstep: Class 38 contains 3947 members 
Mstep: Class 39 contains 32440 members 
Mstep: Class 40 contains 18298 members 
Mstep: Class 41 contains 16073 members 
Mstep: Class 42 contains 3013 members 
Mstep: Class 43 contains 2715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88106800.000000 Penalty: 87721.671875
Iteration 118Q: 44 clusters Score -8.81068e+07 nChanged 196
Entering ConstructFrom: 
Score: -88106800.000000 Penalty: 87721.671875
Entering ConstructFrom: 
Trying to split cluster 1 (61584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61584 members 
Entering Unmasked Estep 
Score: -6322810.500000 Penalty: 1640.989868
	Iteration 0F: 2 clusters Score -6322810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30778 members 
Mstep: Class 2 contains 30806 members 
Entering Unmasked Estep 
Score: -6282599.000000 Penalty: 3281.979736
	Iteration 0F: 3 clusters Score -6282599 nChanged 28667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30371 members 
Mstep: Class 2 contains 31213 members 
Entering Unmasked Estep 
Score: -6298595.000000 Penalty: 3281.979736
	Iteration 1F: 3 clusters Score -6298595 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30056 members 
Mstep: Class 2 contains 31528 members 
Entering Unmasked Estep 
Score: -6299422.500000 Penalty: 3281.979736
	Iteration 2Q: 3 clusters Score -6299422 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29493 members 
Mstep: Class 2 contains 32091 members 
Entering Unmasked Estep 
Score: -6300483.500000 Penalty: 3281.979736
	Iteration 3Q: 3 clusters Score -6300484 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28651 members 
Mstep: Class 2 contains 32933 members 
Entering Unmasked Estep 
Score: -6301985.000000 Penalty: 3281.979736
	Iteration 4Q: 3 clusters Score -6301985 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 34068 members 
Entering Unmasked Estep 
Score: -6304026.000000 Penalty: 3281.979736
	Iteration 5F: 3 clusters Score -6304026 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 35384 members 
Entering Unmasked Estep 
Score: -6306469.000000 Penalty: 3281.979736
	Iteration 6F: 3 clusters Score -6306469 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 36664 members 
Entering Unmasked Estep 
Score: -6308847.500000 Penalty: 3281.979736
	Iteration 7F: 3 clusters Score -6308848 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 37623 members 
Entering Unmasked Estep 
Score: -6311044.500000 Penalty: 3281.979736
	Iteration 8F: 3 clusters Score -6311044 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 38282 members 
Entering Unmasked Estep 
Score: -6312909.500000 Penalty: 3281.979736
	Iteration 9F: 3 clusters Score -6312910 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 38671 members 
Entering Unmasked Estep 
Score: -6314276.000000 Penalty: 3281.979736
	Iteration 10Q: 3 clusters Score -6314276 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 38826 members 
Entering Unmasked Estep 
Score: -6315387.500000 Penalty: 3281.979736
	Iteration 11Q: 3 clusters Score -6315388 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 38866 members 
Entering Unmasked Estep 
Score: -6316104.500000 Penalty: 3281.979736
	Iteration 12Q: 3 clusters Score -6316104 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 38782 members 
Entering Unmasked Estep 
Score: -6316560.500000 Penalty: 3281.979736
	Iteration 13Q: 3 clusters Score -6316560 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 38662 members 
Entering Unmasked Estep 
Score: -6316802.500000 Penalty: 3281.979736
	Iteration 14Q: 3 clusters Score -6316802 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 38519 members 
Entering Unmasked Estep 
Score: -6317004.000000 Penalty: 3281.979736
	Iteration 15Q: 3 clusters Score -6317004 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 38354 members 
Entering Unmasked Estep 
Score: -6317144.000000 Penalty: 3281.979736
	Iteration 16Q: 3 clusters Score -6317144 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 38237 members 
Entering Unmasked Estep 
Score: -6317259.000000 Penalty: 3281.979736
	Iteration 17Q: 3 clusters Score -6317259 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 38120 members 
Entering Unmasked Estep 
Score: -6317390.000000 Penalty: 3281.979736
	Iteration 18Q: 3 clusters Score -6317390 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 38006 members 
Entering Unmasked Estep 
Score: -6317430.000000 Penalty: 3281.979736
	Iteration 19Q: 3 clusters Score -6317430 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 37874 members 
Entering Unmasked Estep 
Score: -6317490.000000 Penalty: 3281.979736
	Iteration 20F: 3 clusters Score -6317490 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 37769 members 
Entering Unmasked Estep 
Score: -6317582.500000 Penalty: 3281.979736
	Iteration 21Q: 3 clusters Score -6317582 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23919 members 
Mstep: Class 2 contains 37665 members 
Entering Unmasked Estep 
Score: -6317623.500000 Penalty: 3281.979736
	Iteration 22Q: 3 clusters Score -6317624 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23997 members 
Mstep: Class 2 contains 37587 members 
Entering Unmasked Estep 
Score: -6317662.500000 Penalty: 3281.979736
	Iteration 23Q: 3 clusters Score -6317662 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 37487 members 
Entering Unmasked Estep 
Score: -6317692.500000 Penalty: 3281.979736
	Iteration 24Q: 3 clusters Score -6317692 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24167 members 
Mstep: Class 2 contains 37417 members 
Entering Unmasked Estep 
Score: -6317686.500000 Penalty: 3281.979736
	Iteration 25Q: 3 clusters Score -6317686 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 37337 members 
Entering Unmasked Estep 
Score: -6317707.500000 Penalty: 3281.979736
	Iteration 26Q: 3 clusters Score -6317708 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 37245 members 
Entering Unmasked Estep 
Score: -6317730.000000 Penalty: 3281.979736
	Iteration 27Q: 3 clusters Score -6317730 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24412 members 
Mstep: Class 2 contains 37172 members 
Entering Unmasked Estep 
Score: -6317735.000000 Penalty: 3281.979736
	Iteration 28Q: 3 clusters Score -6317735 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24457 members 
Mstep: Class 2 contains 37127 members 
Entering Unmasked Estep 
Score: -6317754.500000 Penalty: 3281.979736
	Iteration 29Q: 3 clusters Score -6317754 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 37055 members 
Entering Unmasked Estep 
Score: -6317782.500000 Penalty: 3281.979736
	Iteration 30Q: 3 clusters Score -6317782 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
Mstep: Class 2 contains 36978 members 
Entering Unmasked Estep 
Score: -6317792.500000 Penalty: 3281.979736
	Iteration 31Q: 3 clusters Score -6317792 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 36901 members 
Entering Unmasked Estep 
Score: -6317818.000000 Penalty: 3281.979736
	Iteration 32Q: 3 clusters Score -6317818 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24776 members 
Mstep: Class 2 contains 36808 members 
Entering Unmasked Estep 
Score: -6317792.000000 Penalty: 3281.979736
	Iteration 33Q: 3 clusters Score -6317792 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24853 members 
Mstep: Class 2 contains 36731 members 
Entering Unmasked Estep 
Score: -6317817.500000 Penalty: 3281.979736
	Iteration 34Q: 3 clusters Score -6317818 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 36635 members 
Entering Unmasked Estep 
Score: -6317826.000000 Penalty: 3281.979736
	Iteration 35Q: 3 clusters Score -6317826 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25027 members 
Mstep: Class 2 contains 36557 members 
Entering Unmasked Estep 
Score: -6317825.500000 Penalty: 3281.979736
	Iteration 36Q: 3 clusters Score -6317826 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 36472 members 
Entering Unmasked Estep 
Score: -6317848.000000 Penalty: 3281.979736
	Iteration 37Q: 3 clusters Score -6317848 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25180 members 
Mstep: Class 2 contains 36404 members 
Entering Unmasked Estep 
Score: -6317875.000000 Penalty: 3281.979736
	Iteration 38Q: 3 clusters Score -6317875 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25257 members 
Mstep: Class 2 contains 36327 members 
Entering Unmasked Estep 
Score: -6317859.500000 Penalty: 3281.979736
	Iteration 39Q: 3 clusters Score -6317860 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25317 members 
Mstep: Class 2 contains 36267 members 
Entering Unmasked Estep 
Score: -6317880.000000 Penalty: 3281.979736
	Iteration 40F: 3 clusters Score -6317880 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 36203 members 
Entering Unmasked Estep 
Score: -6317875.000000 Penalty: 3281.979736
	Iteration 41Q: 3 clusters Score -6317875 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25441 members 
Mstep: Class 2 contains 36143 members 
Entering Unmasked Estep 
Score: -6317876.000000 Penalty: 3281.979736
	Iteration 42Q: 3 clusters Score -6317876 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25485 members 
Mstep: Class 2 contains 36099 members 
Entering Unmasked Estep 
Score: -6317893.500000 Penalty: 3281.979736
	Iteration 43Q: 3 clusters Score -6317894 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25528 members 
Mstep: Class 2 contains 36056 members 
Entering Unmasked Estep 
Score: -6317909.500000 Penalty: 3281.979736
	Iteration 44Q: 3 clusters Score -6317910 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25560 members 
Mstep: Class 2 contains 36024 members 
Entering Unmasked Estep 
Score: -6317898.500000 Penalty: 3281.979736
	Iteration 45Q: 3 clusters Score -6317898 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 35984 members 
Entering Unmasked Estep 
Score: -6317900.500000 Penalty: 3281.979736
	Iteration 46Q: 3 clusters Score -6317900 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25631 members 
Mstep: Class 2 contains 35953 members 
Entering Unmasked Estep 
Score: -6317918.000000 Penalty: 3281.979736
	Iteration 47Q: 3 clusters Score -6317918 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 35923 members 
Entering Unmasked Estep 
Score: -6317916.000000 Penalty: 3281.979736
	Iteration 48Q: 3 clusters Score -6317916 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25698 members 
Mstep: Class 2 contains 35886 members 
Entering Unmasked Estep 
Score: -6317904.000000 Penalty: 3281.979736
	Iteration 49Q: 3 clusters Score -6317904 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25741 members 
Mstep: Class 2 contains 35843 members 
Entering Unmasked Estep 
Score: -6317905.000000 Penalty: 3281.979736
	Iteration 50Q: 3 clusters Score -6317905 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25787 members 
Mstep: Class 2 contains 35797 members 
Entering Unmasked Estep 
Score: -6317915.000000 Penalty: 3281.979736
	Iteration 51Q: 3 clusters Score -6317915 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 35754 members 
Entering Unmasked Estep 
Score: -6317910.000000 Penalty: 3281.979736
	Iteration 52Q: 3 clusters Score -6317910 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25878 members 
Mstep: Class 2 contains 35706 members 
Entering Unmasked Estep 
Score: -6317909.500000 Penalty: 3281.979736
	Iteration 53Q: 3 clusters Score -6317910 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 35658 members 
Entering Unmasked Estep 
Score: -6317900.500000 Penalty: 3281.979736
	Iteration 54Q: 3 clusters Score -6317900 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 35617 members 
Entering Unmasked Estep 
Score: -6317911.500000 Penalty: 3281.979736
	Iteration 55Q: 3 clusters Score -6317912 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 35571 members 
Entering Unmasked Estep 
Score: -6317918.500000 Penalty: 3281.979736
	Iteration 56Q: 3 clusters Score -6317918 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 35530 members 
Entering Unmasked Estep 
Score: -6317919.000000 Penalty: 3281.979736
	Iteration 57Q: 3 clusters Score -6317919 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26090 members 
Mstep: Class 2 contains 35494 members 
Entering Unmasked Estep 
Score: -6317920.000000 Penalty: 3281.979736
	Iteration 58Q: 3 clusters Score -6317920 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26124 members 
Mstep: Class 2 contains 35460 members 
Entering Unmasked Estep 
Score: -6317911.500000 Penalty: 3281.979736
	Iteration 59Q: 3 clusters Score -6317912 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 35422 members 
Entering Unmasked Estep 
Score: -6317931.000000 Penalty: 3281.979736
	Iteration 60F: 3 clusters Score -6317931 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 35376 members 
Entering Unmasked Estep 
Score: -6317939.000000 Penalty: 3281.979736
	Iteration 61Q: 3 clusters Score -6317939 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26248 members 
Mstep: Class 2 contains 35336 members 
Entering Unmasked Estep 
Score: -6317936.000000 Penalty: 3281.979736
	Iteration 62Q: 3 clusters Score -6317936 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26278 members 
Mstep: Class 2 contains 35306 members 
Entering Unmasked Estep 
Score: -6317939.000000 Penalty: 3281.979736
	Iteration 63Q: 3 clusters Score -6317939 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26305 members 
Mstep: Class 2 contains 35279 members 
Entering Unmasked Estep 
Score: -6317925.500000 Penalty: 3281.979736
	Iteration 64Q: 3 clusters Score -6317926 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26333 members 
Mstep: Class 2 contains 35251 members 
Entering Unmasked Estep 
Score: -6317928.000000 Penalty: 3281.979736
	Iteration 65Q: 3 clusters Score -6317928 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 35230 members 
Entering Unmasked Estep 
Score: -6317917.000000 Penalty: 3281.979736
	Iteration 66Q: 3 clusters Score -6317917 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26364 members 
Mstep: Class 2 contains 35220 members 
Entering Unmasked Estep 
Score: -6317915.500000 Penalty: 3281.979736
	Iteration 67Q: 3 clusters Score -6317916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26375 members 
Mstep: Class 2 contains 35209 members 
Entering Unmasked Estep 
Score: -6317918.500000 Penalty: 3281.979736
	Iteration 68Q: 3 clusters Score -6317918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 35198 members 
Entering Unmasked Estep 
Score: -6317916.000000 Penalty: 3281.979736
	Iteration 69Q: 3 clusters Score -6317916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26392 members 
Mstep: Class 2 contains 35192 members 
Entering Unmasked Estep 
Score: -6317915.000000 Penalty: 3281.979736
	Iteration 70Q: 3 clusters Score -6317915 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 35183 members 
Entering Unmasked Estep 
Score: -6317915.000000 Penalty: 3281.979736
	Iteration 71Q: 3 clusters Score -6317915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 35176 members 
Entering Unmasked Estep 
Score: -6317916.500000 Penalty: 3281.979736
	Iteration 72Q: 3 clusters Score -6317916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26415 members 
Mstep: Class 2 contains 35169 members 
Entering Unmasked Estep 
Score: -6317923.500000 Penalty: 3281.979736
	Iteration 73Q: 3 clusters Score -6317924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26423 members 
Mstep: Class 2 contains 35161 members 
Entering Unmasked Estep 
Score: -6317926.500000 Penalty: 3281.979736
	Iteration 74Q: 3 clusters Score -6317926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26432 members 
Mstep: Class 2 contains 35152 members 
Entering Unmasked Estep 
Score: -6317922.500000 Penalty: 3281.979736
	Iteration 75Q: 3 clusters Score -6317922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26442 members 
Mstep: Class 2 contains 35142 members 
Entering Unmasked Estep 
Score: -6317929.500000 Penalty: 3281.979736
	Iteration 76Q: 3 clusters Score -6317930 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 35131 members 
Entering Unmasked Estep 
Score: -6317931.000000 Penalty: 3281.979736
	Iteration 77Q: 3 clusters Score -6317931 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26466 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -6317928.500000 Penalty: 3281.979736
	Iteration 78Q: 3 clusters Score -6317928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26473 members 
Mstep: Class 2 contains 35111 members 
Entering Unmasked Estep 
Score: -6317936.500000 Penalty: 3281.979736
	Iteration 79Q: 3 clusters Score -6317936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26476 members 
Mstep: Class 2 contains 35108 members 
Entering Unmasked Estep 
Score: -6317937.000000 Penalty: 3281.979736
	Iteration 80F: 3 clusters Score -6317937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26476 members 
Mstep: Class 2 contains 35108 members 
Entering Unmasked Estep 
Score: -6317934.000000 Penalty: 3281.979736
	Iteration 81Q: 3 clusters Score -6317934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26477 members 
Mstep: Class 2 contains 35107 members 
Entering Unmasked Estep 
Score: -6317934.500000 Penalty: 3281.979736
	Iteration 82Q: 3 clusters Score -6317934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26479 members 
Mstep: Class 2 contains 35105 members 
Entering Unmasked Estep 
Score: -6317932.500000 Penalty: 3281.979736
	Iteration 83Q: 3 clusters Score -6317932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 35102 members 
Entering Unmasked Estep 
Score: -6317932.500000 Penalty: 3281.979736
	Iteration 84Q: 3 clusters Score -6317932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26489 members 
Mstep: Class 2 contains 35095 members 
Entering Unmasked Estep 
Score: -6317929.500000 Penalty: 3281.979736
	Iteration 85Q: 3 clusters Score -6317930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26498 members 
Mstep: Class 2 contains 35086 members 
Entering Unmasked Estep 
Score: -6317926.500000 Penalty: 3281.979736
	Iteration 86Q: 3 clusters Score -6317926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26504 members 
Mstep: Class 2 contains 35080 members 
Entering Unmasked Estep 
Score: -6317923.500000 Penalty: 3281.979736
	Iteration 87Q: 3 clusters Score -6317924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 35074 members 
Entering Unmasked Estep 
Score: -6317925.500000 Penalty: 3281.979736
	Iteration 88Q: 3 clusters Score -6317926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26515 members 
Mstep: Class 2 contains 35069 members 
Entering Unmasked Estep 
Score: -6317921.000000 Penalty: 3281.979736
	Iteration 89Q: 3 clusters Score -6317921 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26522 members 
Mstep: Class 2 contains 35062 members 
Entering Unmasked Estep 
Score: -6317919.000000 Penalty: 3281.979736
	Iteration 90Q: 3 clusters Score -6317919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 35059 members 
Entering Unmasked Estep 
Score: -6317923.000000 Penalty: 3281.979736
	Iteration 91Q: 3 clusters Score -6317923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 35057 members 
Entering Unmasked Estep 
Score: -6317923.000000 Penalty: 3281.979736
	Iteration 92Q: 3 clusters Score -6317923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Mstep: Class 2 contains 35055 members 
Entering Unmasked Estep 
Score: -6317931.500000 Penalty: 3281.979736
	Iteration 93Q: 3 clusters Score -6317932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 35053 members 
Entering Unmasked Estep 
Score: -6317930.000000 Penalty: 3281.979736
	Iteration 94Q: 3 clusters Score -6317930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 35053 members 
Entering Unmasked Estep 
Score: -6317930.000000 Penalty: 3281.979736
	Iteration 95F: 3 clusters Score -6317930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Entering Unmasked Estep 
Score: -980122.812500 Penalty: 1367.583618
	Iteration 0F: 2 clusters Score -980122.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -973473.125000 Penalty: 2735.167236
	Iteration 0F: 3 clusters Score -973473.1 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -975679.687500 Penalty: 2735.167236
	Iteration 1F: 3 clusters Score -975679.7 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -975968.812500 Penalty: 2735.167236
	Iteration 2F: 3 clusters Score -975968.8 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -976206.062500 Penalty: 2735.167236
	Iteration 3F: 3 clusters Score -976206.1 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -976439.687500 Penalty: 2735.167236
	Iteration 4Q: 3 clusters Score -976439.7 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -976698.937500 Penalty: 2735.167236
	Iteration 5Q: 3 clusters Score -976698.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -976943.500000 Penalty: 2735.167236
	Iteration 6Q: 3 clusters Score -976943.5 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -977165.750000 Penalty: 2735.167236
	Iteration 7Q: 3 clusters Score -977165.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -977354.812500 Penalty: 2735.167236
	Iteration 8Q: 3 clusters Score -977354.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -977553.437500 Penalty: 2735.167236
	Iteration 9Q: 3 clusters Score -977553.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -977781.687500 Penalty: 2735.167236
	Iteration 10Q: 3 clusters Score -977781.7 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -977965.687500 Penalty: 2735.167236
	Iteration 11Q: 3 clusters Score -977965.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -978104.187500 Penalty: 2735.167236
	Iteration 12Q: 3 clusters Score -978104.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -978220.375000 Penalty: 2735.167236
	Iteration 13Q: 3 clusters Score -978220.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -978349.562500 Penalty: 2735.167236
	Iteration 14Q: 3 clusters Score -978349.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -978472.812500 Penalty: 2735.167236
	Iteration 15Q: 3 clusters Score -978472.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -978592.687500 Penalty: 2735.167236
	Iteration 16Q: 3 clusters Score -978592.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -978705.437500 Penalty: 2735.167236
	Iteration 17Q: 3 clusters Score -978705.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -978822.500000 Penalty: 2735.167236
	Iteration 18Q: 3 clusters Score -978822.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -978987.500000 Penalty: 2735.167236
	Iteration 19Q: 3 clusters Score -978987.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -979199.437500 Penalty: 2735.167236
	Iteration 20F: 3 clusters Score -979199.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -979466.250000 Penalty: 2735.167236
	Iteration 21Q: 3 clusters Score -979466.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -979709.250000 Penalty: 2735.167236
	Iteration 22Q: 3 clusters Score -979709.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -979856.687500 Penalty: 2735.167236
	Iteration 23Q: 3 clusters Score -979856.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -979941.937500 Penalty: 2735.167236
	Iteration 24Q: 3 clusters Score -979941.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -980001.250000 Penalty: 2735.167236
	Iteration 25Q: 3 clusters Score -980001.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -980057.750000 Penalty: 2735.167236
	Iteration 26Q: 3 clusters Score -980057.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -980102.375000 Penalty: 2735.167236
	Iteration 27Q: 3 clusters Score -980102.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -980141.562500 Penalty: 2735.167236
	Iteration 28Q: 3 clusters Score -980141.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -980171.125000 Penalty: 2735.167236
	Iteration 29Q: 3 clusters Score -980171.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -980203.625000 Penalty: 2735.167236
	Iteration 30Q: 3 clusters Score -980203.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -980229.062500 Penalty: 2735.167236
	Iteration 31Q: 3 clusters Score -980229.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -980250.625000 Penalty: 2735.167236
	Iteration 32Q: 3 clusters Score -980250.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -980269.250000 Penalty: 2735.167236
	Iteration 33Q: 3 clusters Score -980269.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -980288.062500 Penalty: 2735.167236
	Iteration 34Q: 3 clusters Score -980288.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -980295.625000 Penalty: 2735.167236
	Iteration 35Q: 3 clusters Score -980295.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -980302.937500 Penalty: 2735.167236
	Iteration 36Q: 3 clusters Score -980302.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -980308.312500 Penalty: 2735.167236
	Iteration 37Q: 3 clusters Score -980308.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -980309.812500 Penalty: 2735.167236
	Iteration 38Q: 3 clusters Score -980309.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -980312.500000 Penalty: 2735.167236
	Iteration 39Q: 3 clusters Score -980312.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -980314.562500 Penalty: 2735.167236
	Iteration 40F: 3 clusters Score -980314.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -980317.937500 Penalty: 2735.167236
	Iteration 41Q: 3 clusters Score -980317.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -980319.750000 Penalty: 2735.167236
	Iteration 42Q: 3 clusters Score -980319.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -980319.750000 Penalty: 2735.167236
	Iteration 43Q: 3 clusters Score -980319.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -980319.562500 Penalty: 2735.167236
	Iteration 44Q: 3 clusters Score -980319.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -980320.500000 Penalty: 2735.167236
	Iteration 45Q: 3 clusters Score -980320.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -980320.250000 Penalty: 2735.167236
	Iteration 46Q: 3 clusters Score -980320.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -980321.312500 Penalty: 2735.167236
	Iteration 47Q: 3 clusters Score -980321.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -980320.250000 Penalty: 2735.167236
	Iteration 48Q: 3 clusters Score -980320.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -980322.437500 Penalty: 2735.167236
	Iteration 49Q: 3 clusters Score -980322.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -980322.437500 Penalty: 2735.167236
	Iteration 50F: 3 clusters Score -980322.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 61584 members 
Mstep: Class 2 contains 3421 members 
Mstep: Class 3 contains 6963 members 
Mstep: Class 4 contains 48909 members 
Mstep: Class 5 contains 8873 members 
Mstep: Class 6 contains 11498 members 
Mstep: Class 7 contains 60232 members 
Mstep: Class 8 contains 11158 members 
Mstep: Class 9 contains 11152 members 
Mstep: Class 10 contains 11426 members 
Mstep: Class 11 contains 15388 members 
Mstep: Class 12 contains 7222 members 
Mstep: Class 13 contains 18923 members 
Mstep: Class 14 contains 37857 members 
Mstep: Class 15 contains 17081 members 
Mstep: Class 16 contains 24442 members 
Mstep: Class 17 contains 28606 members 
Mstep: Class 18 contains 20149 members 
Mstep: Class 19 contains 1421 members 
Mstep: Class 20 contains 201379 members 
Mstep: Class 21 contains 36045 members 
Mstep: Class 22 contains 1977 members 
Mstep: Class 23 contains 6611 members 
Mstep: Class 24 contains 1665 members 
Mstep: Class 25 contains 34782 members 
Mstep: Class 26 contains 6415 members 
Mstep: Class 27 contains 14560 members 
Mstep: Class 28 contains 21079 members 
Mstep: Class 29 contains 37985 members 
Mstep: Class 30 contains 19510 members 
Mstep: Class 31 contains 8659 members 
Mstep: Class 32 contains 1070 members 
Mstep: Class 33 contains 8061 members 
Mstep: Class 34 contains 3794 members 
Mstep: Class 35 contains 295 members 
Mstep: Class 36 contains 2555 members 
Mstep: Class 37 contains 4115 members 
Mstep: Class 38 contains 3952 members 
Mstep: Class 39 contains 32464 members 
Mstep: Class 40 contains 18298 members 
Mstep: Class 41 contains 16073 members 
Mstep: Class 42 contains 3015 members 
Mstep: Class 43 contains 2715 members 
Mstep: Class 44 contains 6385 members 
Entering Unmasked Estep 
Score: -88106592.000000 Penalty: 89761.710938
Splitting cluster 2 changes total score from -88106800.000000 to -88106592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (6963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Entering Unmasked Estep 
Score: -746109.500000 Penalty: 1316.636841
	Iteration 0F: 2 clusters Score -746109.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -741234.625000 Penalty: 2633.273682
	Iteration 0F: 3 clusters Score -741234.6 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -742737.000000 Penalty: 2633.273682
	Iteration 1F: 3 clusters Score -742737 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -742983.500000 Penalty: 2633.273682
	Iteration 2F: 3 clusters Score -742983.5 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -743165.625000 Penalty: 2633.273682
	Iteration 3F: 3 clusters Score -743165.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -743300.625000 Penalty: 2633.273682
	Iteration 4Q: 3 clusters Score -743300.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -743401.125000 Penalty: 2633.273682
	Iteration 5Q: 3 clusters Score -743401.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -743486.062500 Penalty: 2633.273682
	Iteration 6Q: 3 clusters Score -743486.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -743548.937500 Penalty: 2633.273682
	Iteration 7Q: 3 clusters Score -743548.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -743610.187500 Penalty: 2633.273682
	Iteration 8Q: 3 clusters Score -743610.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -743664.000000 Penalty: 2633.273682
	Iteration 9Q: 3 clusters Score -743664 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -743709.750000 Penalty: 2633.273682
	Iteration 10Q: 3 clusters Score -743709.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -743761.375000 Penalty: 2633.273682
	Iteration 11Q: 3 clusters Score -743761.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -743813.500000 Penalty: 2633.273682
	Iteration 12Q: 3 clusters Score -743813.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -743858.437500 Penalty: 2633.273682
	Iteration 13Q: 3 clusters Score -743858.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -743897.687500 Penalty: 2633.273682
	Iteration 14Q: 3 clusters Score -743897.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -743935.937500 Penalty: 2633.273682
	Iteration 15Q: 3 clusters Score -743935.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -743976.437500 Penalty: 2633.273682
	Iteration 16Q: 3 clusters Score -743976.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -744016.812500 Penalty: 2633.273682
	Iteration 17Q: 3 clusters Score -744016.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -744056.062500 Penalty: 2633.273682
	Iteration 18Q: 3 clusters Score -744056.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -744091.437500 Penalty: 2633.273682
	Iteration 19Q: 3 clusters Score -744091.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -744134.000000 Penalty: 2633.273682
	Iteration 20F: 3 clusters Score -744134 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -744169.312500 Penalty: 2633.273682
	Iteration 21Q: 3 clusters Score -744169.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -744210.375000 Penalty: 2633.273682
	Iteration 22Q: 3 clusters Score -744210.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -744245.875000 Penalty: 2633.273682
	Iteration 23Q: 3 clusters Score -744245.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -744288.437500 Penalty: 2633.273682
	Iteration 24Q: 3 clusters Score -744288.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -744318.062500 Penalty: 2633.273682
	Iteration 25Q: 3 clusters Score -744318.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -744341.937500 Penalty: 2633.273682
	Iteration 26Q: 3 clusters Score -744341.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -744367.625000 Penalty: 2633.273682
	Iteration 27Q: 3 clusters Score -744367.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -744391.125000 Penalty: 2633.273682
	Iteration 28Q: 3 clusters Score -744391.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -744410.062500 Penalty: 2633.273682
	Iteration 29Q: 3 clusters Score -744410.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -744430.000000 Penalty: 2633.273682
	Iteration 30Q: 3 clusters Score -744430 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -744450.937500 Penalty: 2633.273682
	Iteration 31Q: 3 clusters Score -744450.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -744474.187500 Penalty: 2633.273682
	Iteration 32Q: 3 clusters Score -744474.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -744496.562500 Penalty: 2633.273682
	Iteration 33Q: 3 clusters Score -744496.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -744518.312500 Penalty: 2633.273682
	Iteration 34Q: 3 clusters Score -744518.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -744535.500000 Penalty: 2633.273682
	Iteration 35Q: 3 clusters Score -744535.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -744560.125000 Penalty: 2633.273682
	Iteration 36Q: 3 clusters Score -744560.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -744596.250000 Penalty: 2633.273682
	Iteration 37Q: 3 clusters Score -744596.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -744628.687500 Penalty: 2633.273682
	Iteration 38Q: 3 clusters Score -744628.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -744660.937500 Penalty: 2633.273682
	Iteration 39Q: 3 clusters Score -744660.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -744687.437500 Penalty: 2633.273682
	Iteration 40F: 3 clusters Score -744687.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -744713.687500 Penalty: 2633.273682
	Iteration 41Q: 3 clusters Score -744713.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -744738.562500 Penalty: 2633.273682
	Iteration 42Q: 3 clusters Score -744738.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -744757.250000 Penalty: 2633.273682
	Iteration 43Q: 3 clusters Score -744757.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -744773.000000 Penalty: 2633.273682
	Iteration 44Q: 3 clusters Score -744773 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -744787.625000 Penalty: 2633.273682
	Iteration 45Q: 3 clusters Score -744787.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -744799.750000 Penalty: 2633.273682
	Iteration 46Q: 3 clusters Score -744799.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -744805.437500 Penalty: 2633.273682
	Iteration 47Q: 3 clusters Score -744805.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -744811.937500 Penalty: 2633.273682
	Iteration 48Q: 3 clusters Score -744811.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -744821.187500 Penalty: 2633.273682
	Iteration 49Q: 3 clusters Score -744821.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -744825.937500 Penalty: 2633.273682
	Iteration 50Q: 3 clusters Score -744825.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -744832.937500 Penalty: 2633.273682
	Iteration 51Q: 3 clusters Score -744832.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -744836.937500 Penalty: 2633.273682
	Iteration 52Q: 3 clusters Score -744836.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -744838.500000 Penalty: 2633.273682
	Iteration 53Q: 3 clusters Score -744838.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -744840.312500 Penalty: 2633.273682
	Iteration 54Q: 3 clusters Score -744840.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -744840.875000 Penalty: 2633.273682
	Iteration 55Q: 3 clusters Score -744840.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -744842.312500 Penalty: 2633.273682
	Iteration 56Q: 3 clusters Score -744842.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -744847.812500 Penalty: 2633.273682
	Iteration 57Q: 3 clusters Score -744847.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -744850.937500 Penalty: 2633.273682
	Iteration 58Q: 3 clusters Score -744850.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -744856.937500 Penalty: 2633.273682
	Iteration 59Q: 3 clusters Score -744856.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -744863.250000 Penalty: 2633.273682
	Iteration 60F: 3 clusters Score -744863.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -744867.125000 Penalty: 2633.273682
	Iteration 61Q: 3 clusters Score -744867.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -744871.562500 Penalty: 2633.273682
	Iteration 62Q: 3 clusters Score -744871.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -744875.062500 Penalty: 2633.273682
	Iteration 63Q: 3 clusters Score -744875.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -744878.000000 Penalty: 2633.273682
	Iteration 64Q: 3 clusters Score -744878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -744880.625000 Penalty: 2633.273682
	Iteration 65Q: 3 clusters Score -744880.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -744886.937500 Penalty: 2633.273682
	Iteration 66Q: 3 clusters Score -744886.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -744889.062500 Penalty: 2633.273682
	Iteration 67Q: 3 clusters Score -744889.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -744889.187500 Penalty: 2633.273682
	Iteration 68Q: 3 clusters Score -744889.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -744889.500000 Penalty: 2633.273682
	Iteration 69Q: 3 clusters Score -744889.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -744890.250000 Penalty: 2633.273682
	Iteration 70Q: 3 clusters Score -744890.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -744891.437500 Penalty: 2633.273682
	Iteration 71Q: 3 clusters Score -744891.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -744892.062500 Penalty: 2633.273682
	Iteration 72Q: 3 clusters Score -744892.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -744893.125000 Penalty: 2633.273682
	Iteration 73Q: 3 clusters Score -744893.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -744893.125000 Penalty: 2633.273682
	Iteration 74Q: 3 clusters Score -744893.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -744893.125000 Penalty: 2633.273682
	Iteration 75F: 3 clusters Score -744893.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (48909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48909 members 
Entering Unmasked Estep 
Score: -4879231.500000 Penalty: 1606.700317
	Iteration 0F: 2 clusters Score -4879232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24556 members 
Mstep: Class 2 contains 24353 members 
Entering Unmasked Estep 
Score: -4847347.000000 Penalty: 3213.400635
	Iteration 0F: 3 clusters Score -4847347 nChanged 22542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25522 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -4859844.000000 Penalty: 3213.400635
	Iteration 1F: 3 clusters Score -4859844 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26240 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -4860478.500000 Penalty: 3213.400635
	Iteration 2Q: 3 clusters Score -4860478 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27365 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -4861276.500000 Penalty: 3213.400635
	Iteration 3Q: 3 clusters Score -4861276 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28962 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -4862349.500000 Penalty: 3213.400635
	Iteration 4F: 3 clusters Score -4862350 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31099 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -4863940.500000 Penalty: 3213.400635
	Iteration 5F: 3 clusters Score -4863940 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33737 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -4866112.000000 Penalty: 3213.400635
	Iteration 6F: 3 clusters Score -4866112 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36654 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -4868596.500000 Penalty: 3213.400635
	Iteration 7F: 3 clusters Score -4868596 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39416 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -4871088.000000 Penalty: 3213.400635
	Iteration 8F: 3 clusters Score -4871088 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41797 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -4873155.500000 Penalty: 3213.400635
	Iteration 9F: 3 clusters Score -4873156 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43641 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -4874718.500000 Penalty: 3213.400635
	Iteration 10Q: 3 clusters Score -4874718 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44973 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -4875766.000000 Penalty: 3213.400635
	Iteration 11Q: 3 clusters Score -4875766 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45889 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -4876444.000000 Penalty: 3213.400635
	Iteration 12Q: 3 clusters Score -4876444 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46490 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -4876880.500000 Penalty: 3213.400635
	Iteration 13Q: 3 clusters Score -4876880 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46906 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -4877163.000000 Penalty: 3213.400635
	Iteration 14Q: 3 clusters Score -4877163 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47205 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -4877346.000000 Penalty: 3213.400635
	Iteration 15Q: 3 clusters Score -4877346 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47419 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -4877494.500000 Penalty: 3213.400635
	Iteration 16Q: 3 clusters Score -4877494 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47586 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -4877621.500000 Penalty: 3213.400635
	Iteration 17Q: 3 clusters Score -4877622 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47726 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -4877723.000000 Penalty: 3213.400635
	Iteration 18Q: 3 clusters Score -4877723 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47821 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -4877788.000000 Penalty: 3213.400635
	Iteration 19Q: 3 clusters Score -4877788 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47885 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -4877839.000000 Penalty: 3213.400635
	Iteration 20F: 3 clusters Score -4877839 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47931 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -4877875.500000 Penalty: 3213.400635
	Iteration 21Q: 3 clusters Score -4877876 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47969 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -4877903.500000 Penalty: 3213.400635
	Iteration 22Q: 3 clusters Score -4877904 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48001 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -4877928.500000 Penalty: 3213.400635
	Iteration 23Q: 3 clusters Score -4877928 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48033 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -4877952.500000 Penalty: 3213.400635
	Iteration 24Q: 3 clusters Score -4877952 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48057 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -4877982.500000 Penalty: 3213.400635
	Iteration 25Q: 3 clusters Score -4877982 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48088 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -4877997.000000 Penalty: 3213.400635
	Iteration 26Q: 3 clusters Score -4877997 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48115 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -4878024.500000 Penalty: 3213.400635
	Iteration 27Q: 3 clusters Score -4878024 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48138 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -4878034.000000 Penalty: 3213.400635
	Iteration 28Q: 3 clusters Score -4878034 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48153 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -4878053.000000 Penalty: 3213.400635
	Iteration 29Q: 3 clusters Score -4878053 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48165 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -4878067.000000 Penalty: 3213.400635
	Iteration 30Q: 3 clusters Score -4878067 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48171 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -4878070.500000 Penalty: 3213.400635
	Iteration 31Q: 3 clusters Score -4878070 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48175 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -4878082.000000 Penalty: 3213.400635
	Iteration 32Q: 3 clusters Score -4878082 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48185 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -4878103.500000 Penalty: 3213.400635
	Iteration 33Q: 3 clusters Score -4878104 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48192 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -4878118.000000 Penalty: 3213.400635
	Iteration 34Q: 3 clusters Score -4878118 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48201 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -4878128.000000 Penalty: 3213.400635
	Iteration 35Q: 3 clusters Score -4878128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48212 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -4878142.000000 Penalty: 3213.400635
	Iteration 36Q: 3 clusters Score -4878142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48224 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -4878162.500000 Penalty: 3213.400635
	Iteration 37Q: 3 clusters Score -4878162 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48229 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -4878186.500000 Penalty: 3213.400635
	Iteration 38Q: 3 clusters Score -4878186 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48239 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -4878211.500000 Penalty: 3213.400635
	Iteration 39Q: 3 clusters Score -4878212 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48243 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -4878227.500000 Penalty: 3213.400635
	Iteration 40F: 3 clusters Score -4878228 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48252 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -4878238.500000 Penalty: 3213.400635
	Iteration 41Q: 3 clusters Score -4878238 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48256 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -4878252.500000 Penalty: 3213.400635
	Iteration 42Q: 3 clusters Score -4878252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48265 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -4878259.000000 Penalty: 3213.400635
	Iteration 43Q: 3 clusters Score -4878259 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48261 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -4878273.000000 Penalty: 3213.400635
	Iteration 44Q: 3 clusters Score -4878273 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48261 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -4878297.000000 Penalty: 3213.400635
	Iteration 45Q: 3 clusters Score -4878297 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48262 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -4878316.000000 Penalty: 3213.400635
	Iteration 46Q: 3 clusters Score -4878316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48256 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -4878312.000000 Penalty: 3213.400635
	Iteration 47Q: 3 clusters Score -4878312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48251 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -4878316.000000 Penalty: 3213.400635
	Iteration 48Q: 3 clusters Score -4878316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48249 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -4878320.500000 Penalty: 3213.400635
	Iteration 49Q: 3 clusters Score -4878320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48245 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -4878328.000000 Penalty: 3213.400635
	Iteration 50Q: 3 clusters Score -4878328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48243 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -4878329.000000 Penalty: 3213.400635
	Iteration 51Q: 3 clusters Score -4878329 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48240 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -4878337.500000 Penalty: 3213.400635
	Iteration 52Q: 3 clusters Score -4878338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48238 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -4878354.000000 Penalty: 3213.400635
	Iteration 53Q: 3 clusters Score -4878354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48234 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -4878358.500000 Penalty: 3213.400635
	Iteration 54Q: 3 clusters Score -4878358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48230 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -4878356.000000 Penalty: 3213.400635
	Iteration 55Q: 3 clusters Score -4878356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48229 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -4878359.500000 Penalty: 3213.400635
	Iteration 56Q: 3 clusters Score -4878360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48228 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -4878359.500000 Penalty: 3213.400635
	Iteration 57Q: 3 clusters Score -4878360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48228 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -4878359.500000 Penalty: 3213.400635
	Iteration 58F: 3 clusters Score -4878360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Entering Unmasked Estep 
Score: -841357.812500 Penalty: 1352.706299
	Iteration 0F: 2 clusters Score -841357.8 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 4501 members 
Entering Unmasked Estep 
Score: -835243.562500 Penalty: 2705.412598
	Iteration 0F: 3 clusters Score -835243.6 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -837219.437500 Penalty: 2705.412598
	Iteration 1F: 3 clusters Score -837219.4 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -837539.062500 Penalty: 2705.412598
	Iteration 2F: 3 clusters Score -837539.1 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -837831.875000 Penalty: 2705.412598
	Iteration 3F: 3 clusters Score -837831.9 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -838160.125000 Penalty: 2705.412598
	Iteration 4F: 3 clusters Score -838160.1 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -838583.500000 Penalty: 2705.412598
	Iteration 5F: 3 clusters Score -838583.5 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -839061.562500 Penalty: 2705.412598
	Iteration 6F: 3 clusters Score -839061.6 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -839565.500000 Penalty: 2705.412598
	Iteration 7F: 3 clusters Score -839565.5 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -840009.562500 Penalty: 2705.412598
	Iteration 8Q: 3 clusters Score -840009.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -840410.562500 Penalty: 2705.412598
	Iteration 9Q: 3 clusters Score -840410.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -840734.812500 Penalty: 2705.412598
	Iteration 10Q: 3 clusters Score -840734.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -840941.250000 Penalty: 2705.412598
	Iteration 11Q: 3 clusters Score -840941.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -841083.750000 Penalty: 2705.412598
	Iteration 12Q: 3 clusters Score -841083.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -841204.625000 Penalty: 2705.412598
	Iteration 13Q: 3 clusters Score -841204.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -841309.312500 Penalty: 2705.412598
	Iteration 14Q: 3 clusters Score -841309.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -841394.375000 Penalty: 2705.412598
	Iteration 15Q: 3 clusters Score -841394.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -841448.062500 Penalty: 2705.412598
	Iteration 16Q: 3 clusters Score -841448.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -841485.562500 Penalty: 2705.412598
	Iteration 17Q: 3 clusters Score -841485.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -841514.187500 Penalty: 2705.412598
	Iteration 18Q: 3 clusters Score -841514.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -841549.125000 Penalty: 2705.412598
	Iteration 19Q: 3 clusters Score -841549.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -841580.500000 Penalty: 2705.412598
	Iteration 20F: 3 clusters Score -841580.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -841605.562500 Penalty: 2705.412598
	Iteration 21Q: 3 clusters Score -841605.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -841632.812500 Penalty: 2705.412598
	Iteration 22Q: 3 clusters Score -841632.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -841658.625000 Penalty: 2705.412598
	Iteration 23Q: 3 clusters Score -841658.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -841688.187500 Penalty: 2705.412598
	Iteration 24Q: 3 clusters Score -841688.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -841704.875000 Penalty: 2705.412598
	Iteration 25Q: 3 clusters Score -841704.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -841716.812500 Penalty: 2705.412598
	Iteration 26Q: 3 clusters Score -841716.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -841724.250000 Penalty: 2705.412598
	Iteration 27Q: 3 clusters Score -841724.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -841729.437500 Penalty: 2705.412598
	Iteration 28Q: 3 clusters Score -841729.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -841730.562500 Penalty: 2705.412598
	Iteration 29Q: 3 clusters Score -841730.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -841733.125000 Penalty: 2705.412598
	Iteration 30Q: 3 clusters Score -841733.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -841736.062500 Penalty: 2705.412598
	Iteration 31Q: 3 clusters Score -841736.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -841738.437500 Penalty: 2705.412598
	Iteration 32Q: 3 clusters Score -841738.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -841736.750000 Penalty: 2705.412598
	Iteration 33Q: 3 clusters Score -841736.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -841739.500000 Penalty: 2705.412598
	Iteration 34Q: 3 clusters Score -841739.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -841741.187500 Penalty: 2705.412598
	Iteration 35Q: 3 clusters Score -841741.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -841740.437500 Penalty: 2705.412598
	Iteration 36Q: 3 clusters Score -841740.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -841741.687500 Penalty: 2705.412598
	Iteration 37Q: 3 clusters Score -841741.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -841741.687500 Penalty: 2705.412598
	Iteration 38F: 3 clusters Score -841741.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 61584 members 
Mstep: Class 2 contains 9806 members 
Mstep: Class 3 contains 6963 members 
Mstep: Class 4 contains 48909 members 
Mstep: Class 5 contains 2157 members 
Mstep: Class 6 contains 11498 members 
Mstep: Class 7 contains 60232 members 
Mstep: Class 8 contains 11158 members 
Mstep: Class 9 contains 11152 members 
Mstep: Class 10 contains 11426 members 
Mstep: Class 11 contains 15388 members 
Mstep: Class 12 contains 7222 members 
Mstep: Class 13 contains 18923 members 
Mstep: Class 14 contains 37857 members 
Mstep: Class 15 contains 17081 members 
Mstep: Class 16 contains 24442 members 
Mstep: Class 17 contains 28606 members 
Mstep: Class 18 contains 20149 members 
Mstep: Class 19 contains 1421 members 
Mstep: Class 20 contains 201379 members 
Mstep: Class 21 contains 36045 members 
Mstep: Class 22 contains 1977 members 
Mstep: Class 23 contains 6611 members 
Mstep: Class 24 contains 1665 members 
Mstep: Class 25 contains 34782 members 
Mstep: Class 26 contains 6415 members 
Mstep: Class 27 contains 14560 members 
Mstep: Class 28 contains 21079 members 
Mstep: Class 29 contains 37985 members 
Mstep: Class 30 contains 19510 members 
Mstep: Class 31 contains 8659 members 
Mstep: Class 32 contains 1070 members 
Mstep: Class 33 contains 8061 members 
Mstep: Class 34 contains 3794 members 
Mstep: Class 35 contains 295 members 
Mstep: Class 36 contains 2555 members 
Mstep: Class 37 contains 4115 members 
Mstep: Class 38 contains 3952 members 
Mstep: Class 39 contains 32464 members 
Mstep: Class 40 contains 18298 members 
Mstep: Class 41 contains 16073 members 
Mstep: Class 42 contains 3015 members 
Mstep: Class 43 contains 2715 members 
Mstep: Class 44 contains 6716 members 
Entering Unmasked Estep 
Score: -88106672.000000 Penalty: 89761.710938
Splitting cluster 5 changes total score from -88106800.000000 to -88106672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (11498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Entering Unmasked Estep 
Score: -1173028.125000 Penalty: 1391.269287
	Iteration 0F: 2 clusters Score -1173028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1165353.000000 Penalty: 2782.538574
	Iteration 0F: 3 clusters Score -1165353 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1167926.625000 Penalty: 2782.538574
	Iteration 1F: 3 clusters Score -1167927 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1168274.250000 Penalty: 2782.538574
	Iteration 2F: 3 clusters Score -1168274 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1168538.125000 Penalty: 2782.538574
	Iteration 3F: 3 clusters Score -1168538 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1168797.875000 Penalty: 2782.538574
	Iteration 4Q: 3 clusters Score -1168798 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1169064.500000 Penalty: 2782.538574
	Iteration 5Q: 3 clusters Score -1169064 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1169383.125000 Penalty: 2782.538574
	Iteration 6Q: 3 clusters Score -1169383 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1169793.750000 Penalty: 2782.538574
	Iteration 7F: 3 clusters Score -1169794 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1170237.375000 Penalty: 2782.538574
	Iteration 8F: 3 clusters Score -1170237 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1170690.750000 Penalty: 2782.538574
	Iteration 9Q: 3 clusters Score -1170691 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1171064.750000 Penalty: 2782.538574
	Iteration 10Q: 3 clusters Score -1171065 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1171353.625000 Penalty: 2782.538574
	Iteration 11Q: 3 clusters Score -1171354 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1171563.750000 Penalty: 2782.538574
	Iteration 12Q: 3 clusters Score -1171564 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1171735.750000 Penalty: 2782.538574
	Iteration 13Q: 3 clusters Score -1171736 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1171874.250000 Penalty: 2782.538574
	Iteration 14Q: 3 clusters Score -1171874 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1171967.750000 Penalty: 2782.538574
	Iteration 15Q: 3 clusters Score -1171968 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1172033.250000 Penalty: 2782.538574
	Iteration 16Q: 3 clusters Score -1172033 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1172082.875000 Penalty: 2782.538574
	Iteration 17Q: 3 clusters Score -1172083 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1172129.375000 Penalty: 2782.538574
	Iteration 18Q: 3 clusters Score -1172129 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1172156.500000 Penalty: 2782.538574
	Iteration 19Q: 3 clusters Score -1172156 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1172173.125000 Penalty: 2782.538574
	Iteration 20F: 3 clusters Score -1172173 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1172184.750000 Penalty: 2782.538574
	Iteration 21Q: 3 clusters Score -1172185 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1172196.000000 Penalty: 2782.538574
	Iteration 22Q: 3 clusters Score -1172196 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1172209.000000 Penalty: 2782.538574
	Iteration 23Q: 3 clusters Score -1172209 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1172216.625000 Penalty: 2782.538574
	Iteration 24Q: 3 clusters Score -1172217 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1172222.500000 Penalty: 2782.538574
	Iteration 25Q: 3 clusters Score -1172222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1172229.000000 Penalty: 2782.538574
	Iteration 26Q: 3 clusters Score -1172229 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1172230.875000 Penalty: 2782.538574
	Iteration 27Q: 3 clusters Score -1172231 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1172235.000000 Penalty: 2782.538574
	Iteration 28Q: 3 clusters Score -1172235 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1172235.250000 Penalty: 2782.538574
	Iteration 29Q: 3 clusters Score -1172235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1172238.500000 Penalty: 2782.538574
	Iteration 30Q: 3 clusters Score -1172238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1172239.750000 Penalty: 2782.538574
	Iteration 31Q: 3 clusters Score -1172240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1172236.000000 Penalty: 2782.538574
	Iteration 32Q: 3 clusters Score -1172236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1172237.875000 Penalty: 2782.538574
	Iteration 33Q: 3 clusters Score -1172238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1172236.875000 Penalty: 2782.538574
	Iteration 34Q: 3 clusters Score -1172237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1172236.625000 Penalty: 2782.538574
	Iteration 35Q: 3 clusters Score -1172237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1172236.625000 Penalty: 2782.538574
	Iteration 36F: 3 clusters Score -1172237 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (60232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60232 members 
Entering Unmasked Estep 
Score: -6020782.500000 Penalty: 1637.686768
	Iteration 0F: 2 clusters Score -6020782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30124 members 
Mstep: Class 2 contains 30108 members 
Entering Unmasked Estep 
Score: -5981303.000000 Penalty: 3275.373535
	Iteration 0F: 3 clusters Score -5981303 nChanged 28152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30078 members 
Mstep: Class 2 contains 30154 members 
Entering Unmasked Estep 
Score: -5997176.500000 Penalty: 3275.373535
	Iteration 1F: 3 clusters Score -5997176 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29678 members 
Mstep: Class 2 contains 30554 members 
Entering Unmasked Estep 
Score: -5998314.000000 Penalty: 3275.373535
	Iteration 2Q: 3 clusters Score -5998314 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29112 members 
Mstep: Class 2 contains 31120 members 
Entering Unmasked Estep 
Score: -5999740.500000 Penalty: 3275.373535
	Iteration 3F: 3 clusters Score -5999740 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28251 members 
Mstep: Class 2 contains 31981 members 
Entering Unmasked Estep 
Score: -6001730.500000 Penalty: 3275.373535
	Iteration 4F: 3 clusters Score -6001730 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27134 members 
Mstep: Class 2 contains 33098 members 
Entering Unmasked Estep 
Score: -6004273.500000 Penalty: 3275.373535
	Iteration 5F: 3 clusters Score -6004274 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 34240 members 
Entering Unmasked Estep 
Score: -6007257.500000 Penalty: 3275.373535
	Iteration 6F: 3 clusters Score -6007258 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 35215 members 
Entering Unmasked Estep 
Score: -6009884.000000 Penalty: 3275.373535
	Iteration 7F: 3 clusters Score -6009884 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 36049 members 
Entering Unmasked Estep 
Score: -6011788.000000 Penalty: 3275.373535
	Iteration 8F: 3 clusters Score -6011788 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23544 members 
Mstep: Class 2 contains 36688 members 
Entering Unmasked Estep 
Score: -6012882.000000 Penalty: 3275.373535
	Iteration 9Q: 3 clusters Score -6012882 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 37204 members 
Entering Unmasked Estep 
Score: -6013458.500000 Penalty: 3275.373535
	Iteration 10Q: 3 clusters Score -6013458 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 37708 members 
Entering Unmasked Estep 
Score: -6013741.500000 Penalty: 3275.373535
	Iteration 11Q: 3 clusters Score -6013742 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21991 members 
Mstep: Class 2 contains 38241 members 
Entering Unmasked Estep 
Score: -6013957.000000 Penalty: 3275.373535
	Iteration 12Q: 3 clusters Score -6013957 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 38827 members 
Entering Unmasked Estep 
Score: -6014170.500000 Penalty: 3275.373535
	Iteration 13Q: 3 clusters Score -6014170 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 39423 members 
Entering Unmasked Estep 
Score: -6014402.000000 Penalty: 3275.373535
	Iteration 14Q: 3 clusters Score -6014402 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 40065 members 
Entering Unmasked Estep 
Score: -6014625.500000 Penalty: 3275.373535
	Iteration 15Q: 3 clusters Score -6014626 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 40686 members 
Entering Unmasked Estep 
Score: -6014842.500000 Penalty: 3275.373535
	Iteration 16Q: 3 clusters Score -6014842 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 41306 members 
Entering Unmasked Estep 
Score: -6015057.500000 Penalty: 3275.373535
	Iteration 17Q: 3 clusters Score -6015058 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 41949 members 
Entering Unmasked Estep 
Score: -6015302.000000 Penalty: 3275.373535
	Iteration 18Q: 3 clusters Score -6015302 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 42591 members 
Entering Unmasked Estep 
Score: -6015575.000000 Penalty: 3275.373535
	Iteration 19Q: 3 clusters Score -6015575 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 43222 members 
Entering Unmasked Estep 
Score: -6015882.000000 Penalty: 3275.373535
	Iteration 20F: 3 clusters Score -6015882 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 43847 members 
Entering Unmasked Estep 
Score: -6016183.500000 Penalty: 3275.373535
	Iteration 21Q: 3 clusters Score -6016184 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 44484 members 
Entering Unmasked Estep 
Score: -6016472.500000 Penalty: 3275.373535
	Iteration 22Q: 3 clusters Score -6016472 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 45145 members 
Entering Unmasked Estep 
Score: -6016782.000000 Penalty: 3275.373535
	Iteration 23Q: 3 clusters Score -6016782 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 45749 members 
Entering Unmasked Estep 
Score: -6017024.500000 Penalty: 3275.373535
	Iteration 24Q: 3 clusters Score -6017024 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 46351 members 
Entering Unmasked Estep 
Score: -6017288.500000 Penalty: 3275.373535
	Iteration 25Q: 3 clusters Score -6017288 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 46903 members 
Entering Unmasked Estep 
Score: -6017546.000000 Penalty: 3275.373535
	Iteration 26Q: 3 clusters Score -6017546 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 47465 members 
Entering Unmasked Estep 
Score: -6017760.500000 Penalty: 3275.373535
	Iteration 27Q: 3 clusters Score -6017760 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 48048 members 
Entering Unmasked Estep 
Score: -6018002.000000 Penalty: 3275.373535
	Iteration 28Q: 3 clusters Score -6018002 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 48568 members 
Entering Unmasked Estep 
Score: -6018176.500000 Penalty: 3275.373535
	Iteration 29Q: 3 clusters Score -6018176 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 49037 members 
Entering Unmasked Estep 
Score: -6018341.000000 Penalty: 3275.373535
	Iteration 30Q: 3 clusters Score -6018341 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 49439 members 
Entering Unmasked Estep 
Score: -6018430.500000 Penalty: 3275.373535
	Iteration 31Q: 3 clusters Score -6018430 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 49802 members 
Entering Unmasked Estep 
Score: -6018559.500000 Penalty: 3275.373535
	Iteration 32Q: 3 clusters Score -6018560 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 50162 members 
Entering Unmasked Estep 
Score: -6018678.500000 Penalty: 3275.373535
	Iteration 33Q: 3 clusters Score -6018678 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 50492 members 
Entering Unmasked Estep 
Score: -6018754.500000 Penalty: 3275.373535
	Iteration 34Q: 3 clusters Score -6018754 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 50770 members 
Entering Unmasked Estep 
Score: -6018796.500000 Penalty: 3275.373535
	Iteration 35Q: 3 clusters Score -6018796 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 51027 members 
Entering Unmasked Estep 
Score: -6018836.000000 Penalty: 3275.373535
	Iteration 36Q: 3 clusters Score -6018836 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 51267 members 
Entering Unmasked Estep 
Score: -6018911.500000 Penalty: 3275.373535
	Iteration 37Q: 3 clusters Score -6018912 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 51489 members 
Entering Unmasked Estep 
Score: -6018941.000000 Penalty: 3275.373535
	Iteration 38Q: 3 clusters Score -6018941 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 51711 members 
Entering Unmasked Estep 
Score: -6018963.000000 Penalty: 3275.373535
	Iteration 39Q: 3 clusters Score -6018963 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 51918 members 
Entering Unmasked Estep 
Score: -6018977.500000 Penalty: 3275.373535
	Iteration 40F: 3 clusters Score -6018978 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 52111 members 
Entering Unmasked Estep 
Score: -6019019.000000 Penalty: 3275.373535
	Iteration 41Q: 3 clusters Score -6019019 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 52292 members 
Entering Unmasked Estep 
Score: -6019056.000000 Penalty: 3275.373535
	Iteration 42Q: 3 clusters Score -6019056 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 52478 members 
Entering Unmasked Estep 
Score: -6019093.000000 Penalty: 3275.373535
	Iteration 43Q: 3 clusters Score -6019093 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 52670 members 
Entering Unmasked Estep 
Score: -6019123.500000 Penalty: 3275.373535
	Iteration 44Q: 3 clusters Score -6019124 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 52853 members 
Entering Unmasked Estep 
Score: -6019158.500000 Penalty: 3275.373535
	Iteration 45Q: 3 clusters Score -6019158 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 53032 members 
Entering Unmasked Estep 
Score: -6019164.500000 Penalty: 3275.373535
	Iteration 46Q: 3 clusters Score -6019164 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 53187 members 
Entering Unmasked Estep 
Score: -6019191.000000 Penalty: 3275.373535
	Iteration 47Q: 3 clusters Score -6019191 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 53335 members 
Entering Unmasked Estep 
Score: -6019213.500000 Penalty: 3275.373535
	Iteration 48Q: 3 clusters Score -6019214 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 53467 members 
Entering Unmasked Estep 
Score: -6019246.000000 Penalty: 3275.373535
	Iteration 49Q: 3 clusters Score -6019246 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 53590 members 
Entering Unmasked Estep 
Score: -6019261.000000 Penalty: 3275.373535
	Iteration 50Q: 3 clusters Score -6019261 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 53720 members 
Entering Unmasked Estep 
Score: -6019302.000000 Penalty: 3275.373535
	Iteration 51Q: 3 clusters Score -6019302 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 53854 members 
Entering Unmasked Estep 
Score: -6019314.500000 Penalty: 3275.373535
	Iteration 52Q: 3 clusters Score -6019314 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 53973 members 
Entering Unmasked Estep 
Score: -6019336.000000 Penalty: 3275.373535
	Iteration 53Q: 3 clusters Score -6019336 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 54090 members 
Entering Unmasked Estep 
Score: -6019367.500000 Penalty: 3275.373535
	Iteration 54Q: 3 clusters Score -6019368 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 54204 members 
Entering Unmasked Estep 
Score: -6019378.500000 Penalty: 3275.373535
	Iteration 55Q: 3 clusters Score -6019378 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 54303 members 
Entering Unmasked Estep 
Score: -6019381.000000 Penalty: 3275.373535
	Iteration 56Q: 3 clusters Score -6019381 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 54411 members 
Entering Unmasked Estep 
Score: -6019405.000000 Penalty: 3275.373535
	Iteration 57Q: 3 clusters Score -6019405 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 54522 members 
Entering Unmasked Estep 
Score: -6019431.500000 Penalty: 3275.373535
	Iteration 58Q: 3 clusters Score -6019432 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 54625 members 
Entering Unmasked Estep 
Score: -6019440.500000 Penalty: 3275.373535
	Iteration 59Q: 3 clusters Score -6019440 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 54719 members 
Entering Unmasked Estep 
Score: -6019453.000000 Penalty: 3275.373535
	Iteration 60F: 3 clusters Score -6019453 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 54808 members 
Entering Unmasked Estep 
Score: -6019465.500000 Penalty: 3275.373535
	Iteration 61Q: 3 clusters Score -6019466 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 54895 members 
Entering Unmasked Estep 
Score: -6019499.000000 Penalty: 3275.373535
	Iteration 62Q: 3 clusters Score -6019499 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 54982 members 
Entering Unmasked Estep 
Score: -6019508.000000 Penalty: 3275.373535
	Iteration 63Q: 3 clusters Score -6019508 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 55067 members 
Entering Unmasked Estep 
Score: -6019531.000000 Penalty: 3275.373535
	Iteration 64Q: 3 clusters Score -6019531 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 55137 members 
Entering Unmasked Estep 
Score: -6019530.500000 Penalty: 3275.373535
	Iteration 65Q: 3 clusters Score -6019530 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 55216 members 
Entering Unmasked Estep 
Score: -6019542.500000 Penalty: 3275.373535
	Iteration 66Q: 3 clusters Score -6019542 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 55311 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6019542 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 55405 members 
Entering Unmasked Estep 
Score: -6019572.000000 Penalty: 3275.373535
	Iteration 68Q: 3 clusters Score -6019572 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 55497 members 
Entering Unmasked Estep 
Score: -6019565.000000 Penalty: 3275.373535
	Iteration 69Q: 3 clusters Score -6019565 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 55582 members 
Entering Unmasked Estep 
Score: -6019607.000000 Penalty: 3275.373535
	Iteration 70Q: 3 clusters Score -6019607 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 55647 members 
Entering Unmasked Estep 
Score: -6019601.000000 Penalty: 3275.373535
	Iteration 71Q: 3 clusters Score -6019601 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 55707 members 
Entering Unmasked Estep 
Score: -6019609.000000 Penalty: 3275.373535
	Iteration 72Q: 3 clusters Score -6019609 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 55775 members 
Entering Unmasked Estep 
Score: -6019627.000000 Penalty: 3275.373535
	Iteration 73Q: 3 clusters Score -6019627 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 55840 members 
Entering Unmasked Estep 
Score: -6019621.500000 Penalty: 3275.373535
	Iteration 74Q: 3 clusters Score -6019622 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 55910 members 
Entering Unmasked Estep 
Score: -6019639.000000 Penalty: 3275.373535
	Iteration 75Q: 3 clusters Score -6019639 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 55983 members 
Entering Unmasked Estep 
Score: -6019650.500000 Penalty: 3275.373535
	Iteration 76Q: 3 clusters Score -6019650 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 56051 members 
Entering Unmasked Estep 
Score: -6019643.000000 Penalty: 3275.373535
	Iteration 77Q: 3 clusters Score -6019643 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 56114 members 
Entering Unmasked Estep 
Score: -6019651.000000 Penalty: 3275.373535
	Iteration 78Q: 3 clusters Score -6019651 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 56177 members 
Entering Unmasked Estep 
Score: -6019658.500000 Penalty: 3275.373535
	Iteration 79Q: 3 clusters Score -6019658 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 56246 members 
Entering Unmasked Estep 
Score: -6019669.000000 Penalty: 3275.373535
	Iteration 80F: 3 clusters Score -6019669 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 56320 members 
Entering Unmasked Estep 
Score: -6019683.000000 Penalty: 3275.373535
	Iteration 81Q: 3 clusters Score -6019683 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 56365 members 
Entering Unmasked Estep 
Score: -6019701.000000 Penalty: 3275.373535
	Iteration 82Q: 3 clusters Score -6019701 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 56390 members 
Entering Unmasked Estep 
Score: -6019703.000000 Penalty: 3275.373535
	Iteration 83Q: 3 clusters Score -6019703 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 56418 members 
Entering Unmasked Estep 
Score: -6019708.500000 Penalty: 3275.373535
	Iteration 84Q: 3 clusters Score -6019708 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 56443 members 
Entering Unmasked Estep 
Score: -6019715.500000 Penalty: 3275.373535
	Iteration 85Q: 3 clusters Score -6019716 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 56467 members 
Entering Unmasked Estep 
Score: -6019710.500000 Penalty: 3275.373535
	Iteration 86Q: 3 clusters Score -6019710 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 56483 members 
Entering Unmasked Estep 
Score: -6019716.000000 Penalty: 3275.373535
	Iteration 87Q: 3 clusters Score -6019716 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 56497 members 
Entering Unmasked Estep 
Score: -6019721.000000 Penalty: 3275.373535
	Iteration 88Q: 3 clusters Score -6019721 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 56516 members 
Entering Unmasked Estep 
Score: -6019723.000000 Penalty: 3275.373535
	Iteration 89Q: 3 clusters Score -6019723 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 56537 members 
Entering Unmasked Estep 
Score: -6019731.000000 Penalty: 3275.373535
	Iteration 90Q: 3 clusters Score -6019731 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 56551 members 
Entering Unmasked Estep 
Score: -6019725.500000 Penalty: 3275.373535
	Iteration 91Q: 3 clusters Score -6019726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 56566 members 
Entering Unmasked Estep 
Score: -6019724.000000 Penalty: 3275.373535
	Iteration 92Q: 3 clusters Score -6019724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 56580 members 
Entering Unmasked Estep 
Score: -6019716.500000 Penalty: 3275.373535
	Iteration 93Q: 3 clusters Score -6019716 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 56596 members 
Entering Unmasked Estep 
Score: -6019714.500000 Penalty: 3275.373535
	Iteration 94Q: 3 clusters Score -6019714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 56607 members 
Entering Unmasked Estep 
Score: -6019721.000000 Penalty: 3275.373535
	Iteration 95Q: 3 clusters Score -6019721 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 56619 members 
Entering Unmasked Estep 
Score: -6019726.000000 Penalty: 3275.373535
	Iteration 96Q: 3 clusters Score -6019726 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 56638 members 
Entering Unmasked Estep 
Score: -6019725.000000 Penalty: 3275.373535
	Iteration 97Q: 3 clusters Score -6019725 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 56660 members 
Entering Unmasked Estep 
Score: -6019733.000000 Penalty: 3275.373535
	Iteration 98Q: 3 clusters Score -6019733 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 56678 members 
Entering Unmasked Estep 
Score: -6019740.000000 Penalty: 3275.373535
	Iteration 99Q: 3 clusters Score -6019740 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 56693 members 
Entering Unmasked Estep 
Score: -6019739.500000 Penalty: 3275.373535
	Iteration 100F: 3 clusters Score -6019740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 56703 members 
Entering Unmasked Estep 
Score: -6019747.000000 Penalty: 3275.373535
	Iteration 101Q: 3 clusters Score -6019747 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 56716 members 
Entering Unmasked Estep 
Score: -6019755.000000 Penalty: 3275.373535
	Iteration 102Q: 3 clusters Score -6019755 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 56730 members 
Entering Unmasked Estep 
Score: -6019757.500000 Penalty: 3275.373535
	Iteration 103Q: 3 clusters Score -6019758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 56740 members 
Entering Unmasked Estep 
Score: -6019753.500000 Penalty: 3275.373535
	Iteration 104Q: 3 clusters Score -6019754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 56749 members 
Entering Unmasked Estep 
Score: -6019753.500000 Penalty: 3275.373535
	Iteration 105Q: 3 clusters Score -6019754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 56755 members 
Entering Unmasked Estep 
Score: -6019761.500000 Penalty: 3275.373535
	Iteration 106Q: 3 clusters Score -6019762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 56768 members 
Entering Unmasked Estep 
Score: -6019757.500000 Penalty: 3275.373535
	Iteration 107Q: 3 clusters Score -6019758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 56776 members 
Entering Unmasked Estep 
Score: -6019755.500000 Penalty: 3275.373535
	Iteration 108Q: 3 clusters Score -6019756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 56783 members 
Entering Unmasked Estep 
Score: -6019750.000000 Penalty: 3275.373535
	Iteration 109Q: 3 clusters Score -6019750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 56790 members 
Entering Unmasked Estep 
Score: -6019760.000000 Penalty: 3275.373535
	Iteration 110Q: 3 clusters Score -6019760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 56792 members 
Entering Unmasked Estep 
Score: -6019754.500000 Penalty: 3275.373535
	Iteration 111Q: 3 clusters Score -6019754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 56795 members 
Entering Unmasked Estep 
Score: -6019754.000000 Penalty: 3275.373535
	Iteration 112Q: 3 clusters Score -6019754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 56796 members 
Entering Unmasked Estep 
Score: -6019754.500000 Penalty: 3275.373535
	Iteration 113Q: 3 clusters Score -6019754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 56798 members 
Entering Unmasked Estep 
Score: -6019752.500000 Penalty: 3275.373535
	Iteration 114Q: 3 clusters Score -6019752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 56799 members 
Entering Unmasked Estep 
Score: -6019754.500000 Penalty: 3275.373535
	Iteration 115Q: 3 clusters Score -6019754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 56800 members 
Entering Unmasked Estep 
Score: -6019757.000000 Penalty: 3275.373535
	Iteration 116Q: 3 clusters Score -6019757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 56802 members 
Entering Unmasked Estep 
Score: -6019755.500000 Penalty: 3275.373535
	Iteration 117Q: 3 clusters Score -6019756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 56804 members 
Entering Unmasked Estep 
Score: -6019757.500000 Penalty: 3275.373535
	Iteration 118Q: 3 clusters Score -6019758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 56805 members 
Entering Unmasked Estep 
Score: -6019756.000000 Penalty: 3275.373535
	Iteration 119Q: 3 clusters Score -6019756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 56805 members 
Entering Unmasked Estep 
Score: -6019756.000000 Penalty: 3275.373535
	Iteration 120F: 3 clusters Score -6019756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Entering Unmasked Estep 
Score: -1151478.625000 Penalty: 1386.802979
	Iteration 0F: 2 clusters Score -1151479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1144151.000000 Penalty: 2773.605957
	Iteration 0F: 3 clusters Score -1144151 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1146602.750000 Penalty: 2773.605957
	Iteration 1F: 3 clusters Score -1146603 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1146897 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1147100.125000 Penalty: 2773.605957
	Iteration 3Q: 3 clusters Score -1147100 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1147248.250000 Penalty: 2773.605957
	Iteration 4Q: 3 clusters Score -1147248 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1147358.000000 Penalty: 2773.605957
	Iteration 5Q: 3 clusters Score -1147358 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1147437.500000 Penalty: 2773.605957
	Iteration 6Q: 3 clusters Score -1147438 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1147522.750000 Penalty: 2773.605957
	Iteration 7Q: 3 clusters Score -1147523 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1147595.375000 Penalty: 2773.605957
	Iteration 8Q: 3 clusters Score -1147595 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1147682.125000 Penalty: 2773.605957
	Iteration 9Q: 3 clusters Score -1147682 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1147776.875000 Penalty: 2773.605957
	Iteration 10Q: 3 clusters Score -1147777 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1147869.125000 Penalty: 2773.605957
	Iteration 11Q: 3 clusters Score -1147869 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1147955.000000 Penalty: 2773.605957
	Iteration 12Q: 3 clusters Score -1147955 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1148038.000000 Penalty: 2773.605957
	Iteration 13Q: 3 clusters Score -1148038 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1148117.375000 Penalty: 2773.605957
	Iteration 14Q: 3 clusters Score -1148117 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1148190.250000 Penalty: 2773.605957
	Iteration 15Q: 3 clusters Score -1148190 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1148254.000000 Penalty: 2773.605957
	Iteration 16Q: 3 clusters Score -1148254 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1148318.875000 Penalty: 2773.605957
	Iteration 17Q: 3 clusters Score -1148319 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1148355.625000 Penalty: 2773.605957
	Iteration 18Q: 3 clusters Score -1148356 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1148389.375000 Penalty: 2773.605957
	Iteration 19Q: 3 clusters Score -1148389 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1148419.125000 Penalty: 2773.605957
	Iteration 20F: 3 clusters Score -1148419 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1148451.250000 Penalty: 2773.605957
	Iteration 21Q: 3 clusters Score -1148451 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1148481.625000 Penalty: 2773.605957
	Iteration 22Q: 3 clusters Score -1148482 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1148502.500000 Penalty: 2773.605957
	Iteration 23Q: 3 clusters Score -1148502 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1148520.125000 Penalty: 2773.605957
	Iteration 24Q: 3 clusters Score -1148520 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1148541.375000 Penalty: 2773.605957
	Iteration 25Q: 3 clusters Score -1148541 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1148563.625000 Penalty: 2773.605957
	Iteration 26Q: 3 clusters Score -1148564 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1148580.000000 Penalty: 2773.605957
	Iteration 27Q: 3 clusters Score -1148580 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1148592.250000 Penalty: 2773.605957
	Iteration 28Q: 3 clusters Score -1148592 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1148604.500000 Penalty: 2773.605957
	Iteration 29Q: 3 clusters Score -1148604 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1148612.375000 Penalty: 2773.605957
	Iteration 30Q: 3 clusters Score -1148612 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1148625.875000 Penalty: 2773.605957
	Iteration 31Q: 3 clusters Score -1148626 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1148633.125000 Penalty: 2773.605957
	Iteration 32Q: 3 clusters Score -1148633 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1148650.500000 Penalty: 2773.605957
	Iteration 33Q: 3 clusters Score -1148650 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1148661.125000 Penalty: 2773.605957
	Iteration 34Q: 3 clusters Score -1148661 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1148676.625000 Penalty: 2773.605957
	Iteration 35Q: 3 clusters Score -1148677 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1148683.500000 Penalty: 2773.605957
	Iteration 36Q: 3 clusters Score -1148684 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1148697.625000 Penalty: 2773.605957
	Iteration 37Q: 3 clusters Score -1148698 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1148702.375000 Penalty: 2773.605957
	Iteration 38Q: 3 clusters Score -1148702 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1148715.000000 Penalty: 2773.605957
	Iteration 39Q: 3 clusters Score -1148715 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1148722.125000 Penalty: 2773.605957
	Iteration 40F: 3 clusters Score -1148722 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1148727.500000 Penalty: 2773.605957
	Iteration 41Q: 3 clusters Score -1148728 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1148732.750000 Penalty: 2773.605957
	Iteration 42Q: 3 clusters Score -1148733 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1148737.625000 Penalty: 2773.605957
	Iteration 43Q: 3 clusters Score -1148738 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1148751.375000 Penalty: 2773.605957
	Iteration 44Q: 3 clusters Score -1148751 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1148761.250000 Penalty: 2773.605957
	Iteration 45Q: 3 clusters Score -1148761 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1148770.250000 Penalty: 2773.605957
	Iteration 46Q: 3 clusters Score -1148770 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1148779.625000 Penalty: 2773.605957
	Iteration 47Q: 3 clusters Score -1148780 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1148797.625000 Penalty: 2773.605957
	Iteration 48Q: 3 clusters Score -1148798 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1148810.625000 Penalty: 2773.605957
	Iteration 49Q: 3 clusters Score -1148811 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1148834.250000 Penalty: 2773.605957
	Iteration 50Q: 3 clusters Score -1148834 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1148869.000000 Penalty: 2773.605957
	Iteration 51Q: 3 clusters Score -1148869 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1148899.000000 Penalty: 2773.605957
	Iteration 52Q: 3 clusters Score -1148899 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1148934.875000 Penalty: 2773.605957
	Iteration 53Q: 3 clusters Score -1148935 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1148972.125000 Penalty: 2773.605957
	Iteration 54Q: 3 clusters Score -1148972 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1149018.250000 Penalty: 2773.605957
	Iteration 55Q: 3 clusters Score -1149018 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1149081.625000 Penalty: 2773.605957
	Iteration 56Q: 3 clusters Score -1149082 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1149148.125000 Penalty: 2773.605957
	Iteration 57Q: 3 clusters Score -1149148 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1149226.750000 Penalty: 2773.605957
	Iteration 58Q: 3 clusters Score -1149227 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1149315.875000 Penalty: 2773.605957
	Iteration 59Q: 3 clusters Score -1149316 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1149410.000000 Penalty: 2773.605957
	Iteration 60F: 3 clusters Score -1149410 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1149525.750000 Penalty: 2773.605957
	Iteration 61Q: 3 clusters Score -1149526 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1149639.625000 Penalty: 2773.605957
	Iteration 62Q: 3 clusters Score -1149640 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1149744.125000 Penalty: 2773.605957
	Iteration 63Q: 3 clusters Score -1149744 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1149854.125000 Penalty: 2773.605957
	Iteration 64Q: 3 clusters Score -1149854 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1149965.625000 Penalty: 2773.605957
	Iteration 65Q: 3 clusters Score -1149966 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1150077.500000 Penalty: 2773.605957
	Iteration 66Q: 3 clusters Score -1150078 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1150192.375000 Penalty: 2773.605957
	Iteration 67Q: 3 clusters Score -1150192 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1150283.250000 Penalty: 2773.605957
	Iteration 68Q: 3 clusters Score -1150283 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1150370.750000 Penalty: 2773.605957
	Iteration 69Q: 3 clusters Score -1150371 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1150450.875000 Penalty: 2773.605957
	Iteration 70Q: 3 clusters Score -1150451 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1150509.250000 Penalty: 2773.605957
	Iteration 71Q: 3 clusters Score -1150509 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1150555.500000 Penalty: 2773.605957
	Iteration 72Q: 3 clusters Score -1150556 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1150582.125000 Penalty: 2773.605957
	Iteration 73Q: 3 clusters Score -1150582 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1150604.250000 Penalty: 2773.605957
	Iteration 74Q: 3 clusters Score -1150604 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1150618.750000 Penalty: 2773.605957
	Iteration 75Q: 3 clusters Score -1150619 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1150633.375000 Penalty: 2773.605957
	Iteration 76Q: 3 clusters Score -1150633 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1150636.250000 Penalty: 2773.605957
	Iteration 77Q: 3 clusters Score -1150636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1150646.250000 Penalty: 2773.605957
	Iteration 78Q: 3 clusters Score -1150646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1150653.375000 Penalty: 2773.605957
	Iteration 79Q: 3 clusters Score -1150653 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1150663.750000 Penalty: 2773.605957
	Iteration 80F: 3 clusters Score -1150664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1150672.125000 Penalty: 2773.605957
	Iteration 81Q: 3 clusters Score -1150672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1150678.500000 Penalty: 2773.605957
	Iteration 82Q: 3 clusters Score -1150678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1150680.000000 Penalty: 2773.605957
	Iteration 83Q: 3 clusters Score -1150680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1150680.250000 Penalty: 2773.605957
	Iteration 84Q: 3 clusters Score -1150680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1150680.250000 Penalty: 2773.605957
	Iteration 85F: 3 clusters Score -1150680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Entering Unmasked Estep 
Score: -1166621.125000 Penalty: 1386.722900
	Iteration 0F: 2 clusters Score -1166621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1159185.250000 Penalty: 2773.445801
	Iteration 0F: 3 clusters Score -1159185 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1161649.000000 Penalty: 2773.445801
	Iteration 1F: 3 clusters Score -1161649 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1161983.000000 Penalty: 2773.445801
	Iteration 2F: 3 clusters Score -1161983 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1162255.625000 Penalty: 2773.445801
	Iteration 3Q: 3 clusters Score -1162256 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1162518.750000 Penalty: 2773.445801
	Iteration 4Q: 3 clusters Score -1162519 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1162742.750000 Penalty: 2773.445801
	Iteration 5Q: 3 clusters Score -1162743 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1162933.000000 Penalty: 2773.445801
	Iteration 6Q: 3 clusters Score -1162933 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1163084.625000 Penalty: 2773.445801
	Iteration 7Q: 3 clusters Score -1163085 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1163255.250000 Penalty: 2773.445801
	Iteration 8Q: 3 clusters Score -1163255 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1163435.500000 Penalty: 2773.445801
	Iteration 9Q: 3 clusters Score -1163436 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1163631.375000 Penalty: 2773.445801
	Iteration 10Q: 3 clusters Score -1163631 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1163835.625000 Penalty: 2773.445801
	Iteration 11Q: 3 clusters Score -1163836 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1164042.625000 Penalty: 2773.445801
	Iteration 12Q: 3 clusters Score -1164043 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1164254.250000 Penalty: 2773.445801
	Iteration 13Q: 3 clusters Score -1164254 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1164445.750000 Penalty: 2773.445801
	Iteration 14Q: 3 clusters Score -1164446 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1164637.500000 Penalty: 2773.445801
	Iteration 15Q: 3 clusters Score -1164638 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1164793.375000 Penalty: 2773.445801
	Iteration 16Q: 3 clusters Score -1164793 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1164929.375000 Penalty: 2773.445801
	Iteration 17Q: 3 clusters Score -1164929 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1165038.625000 Penalty: 2773.445801
	Iteration 18Q: 3 clusters Score -1165039 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1165128.000000 Penalty: 2773.445801
	Iteration 19Q: 3 clusters Score -1165128 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1165198.625000 Penalty: 2773.445801
	Iteration 20F: 3 clusters Score -1165199 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1165249.750000 Penalty: 2773.445801
	Iteration 21Q: 3 clusters Score -1165250 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1165295.000000 Penalty: 2773.445801
	Iteration 22Q: 3 clusters Score -1165295 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1165336.625000 Penalty: 2773.445801
	Iteration 23Q: 3 clusters Score -1165337 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1165363.750000 Penalty: 2773.445801
	Iteration 24Q: 3 clusters Score -1165364 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1165389.375000 Penalty: 2773.445801
	Iteration 25Q: 3 clusters Score -1165389 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1165409.875000 Penalty: 2773.445801
	Iteration 26Q: 3 clusters Score -1165410 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1165425.750000 Penalty: 2773.445801
	Iteration 27Q: 3 clusters Score -1165426 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1165446.375000 Penalty: 2773.445801
	Iteration 28Q: 3 clusters Score -1165446 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1165465.625000 Penalty: 2773.445801
	Iteration 29Q: 3 clusters Score -1165466 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1165483.375000 Penalty: 2773.445801
	Iteration 30Q: 3 clusters Score -1165483 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1165488.125000 Penalty: 2773.445801
	Iteration 31Q: 3 clusters Score -1165488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1165494.375000 Penalty: 2773.445801
	Iteration 32Q: 3 clusters Score -1165494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1165500.375000 Penalty: 2773.445801
	Iteration 33Q: 3 clusters Score -1165500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1165500.750000 Penalty: 2773.445801
	Iteration 34Q: 3 clusters Score -1165501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1165502.500000 Penalty: 2773.445801
	Iteration 35Q: 3 clusters Score -1165502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1165503.375000 Penalty: 2773.445801
	Iteration 36Q: 3 clusters Score -1165503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1165503.000000 Penalty: 2773.445801
	Iteration 37Q: 3 clusters Score -1165503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1165504.125000 Penalty: 2773.445801
	Iteration 38Q: 3 clusters Score -1165504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1165504.125000 Penalty: 2773.445801
	Iteration 39F: 3 clusters Score -1165504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Entering Unmasked Estep 
Score: -1202142.000000 Penalty: 1390.334717
	Iteration 0F: 2 clusters Score -1202142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1194542.250000 Penalty: 2780.669434
	Iteration 0F: 3 clusters Score -1194542 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1197106.500000 Penalty: 2780.669434
	Iteration 1F: 3 clusters Score -1197106 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1197484.000000 Penalty: 2780.669434
	Iteration 2F: 3 clusters Score -1197484 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1197768.375000 Penalty: 2780.669434
	Iteration 3F: 3 clusters Score -1197768 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1198043.000000 Penalty: 2780.669434
	Iteration 4Q: 3 clusters Score -1198043 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1198323.000000 Penalty: 2780.669434
	Iteration 5Q: 3 clusters Score -1198323 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1198606.500000 Penalty: 2780.669434
	Iteration 6Q: 3 clusters Score -1198606 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1198911.000000 Penalty: 2780.669434
	Iteration 7Q: 3 clusters Score -1198911 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1199207.000000 Penalty: 2780.669434
	Iteration 8Q: 3 clusters Score -1199207 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1199498.750000 Penalty: 2780.669434
	Iteration 9Q: 3 clusters Score -1199499 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1199775.750000 Penalty: 2780.669434
	Iteration 10Q: 3 clusters Score -1199776 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1200005.125000 Penalty: 2780.669434
	Iteration 11Q: 3 clusters Score -1200005 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1200179.375000 Penalty: 2780.669434
	Iteration 12Q: 3 clusters Score -1200179 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1200315.375000 Penalty: 2780.669434
	Iteration 13Q: 3 clusters Score -1200315 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1200422.875000 Penalty: 2780.669434
	Iteration 14Q: 3 clusters Score -1200423 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1200515.750000 Penalty: 2780.669434
	Iteration 15Q: 3 clusters Score -1200516 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1200607.000000 Penalty: 2780.669434
	Iteration 16Q: 3 clusters Score -1200607 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1200679.875000 Penalty: 2780.669434
	Iteration 17Q: 3 clusters Score -1200680 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1200754.375000 Penalty: 2780.669434
	Iteration 18Q: 3 clusters Score -1200754 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1200814.875000 Penalty: 2780.669434
	Iteration 19Q: 3 clusters Score -1200815 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1200866.500000 Penalty: 2780.669434
	Iteration 20F: 3 clusters Score -1200866 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1200905.000000 Penalty: 2780.669434
	Iteration 21Q: 3 clusters Score -1200905 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1200928.750000 Penalty: 2780.669434
	Iteration 22Q: 3 clusters Score -1200929 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1200954.250000 Penalty: 2780.669434
	Iteration 23Q: 3 clusters Score -1200954 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1200969.500000 Penalty: 2780.669434
	Iteration 24Q: 3 clusters Score -1200970 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1200982.250000 Penalty: 2780.669434
	Iteration 25Q: 3 clusters Score -1200982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1200991.000000 Penalty: 2780.669434
	Iteration 26Q: 3 clusters Score -1200991 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1200996.625000 Penalty: 2780.669434
	Iteration 27Q: 3 clusters Score -1200997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1201000.875000 Penalty: 2780.669434
	Iteration 28Q: 3 clusters Score -1201001 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1201004.250000 Penalty: 2780.669434
	Iteration 29Q: 3 clusters Score -1201004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1201010.250000 Penalty: 2780.669434
	Iteration 30Q: 3 clusters Score -1201010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1201017.250000 Penalty: 2780.669434
	Iteration 31Q: 3 clusters Score -1201017 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1201020.750000 Penalty: 2780.669434
	Iteration 32Q: 3 clusters Score -1201021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1201026.125000 Penalty: 2780.669434
	Iteration 33Q: 3 clusters Score -1201026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1201029.750000 Penalty: 2780.669434
	Iteration 34Q: 3 clusters Score -1201030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1201037.750000 Penalty: 2780.669434
	Iteration 35Q: 3 clusters Score -1201038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1201042.500000 Penalty: 2780.669434
	Iteration 36Q: 3 clusters Score -1201042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1201043.250000 Penalty: 2780.669434
	Iteration 37Q: 3 clusters Score -1201043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1201049.875000 Penalty: 2780.669434
	Iteration 38Q: 3 clusters Score -1201050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1201050.750000 Penalty: 2780.669434
	Iteration 39Q: 3 clusters Score -1201051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1201055.375000 Penalty: 2780.669434
	Iteration 40F: 3 clusters Score -1201055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1201058.250000 Penalty: 2780.669434
	Iteration 41Q: 3 clusters Score -1201058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1201059.750000 Penalty: 2780.669434
	Iteration 42Q: 3 clusters Score -1201060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1201058.875000 Penalty: 2780.669434
	Iteration 43Q: 3 clusters Score -1201059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1201058.750000 Penalty: 2780.669434
	Iteration 44Q: 3 clusters Score -1201059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1201061.375000 Penalty: 2780.669434
	Iteration 45Q: 3 clusters Score -1201061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1201063.625000 Penalty: 2780.669434
	Iteration 46Q: 3 clusters Score -1201064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1201066.500000 Penalty: 2780.669434
	Iteration 47Q: 3 clusters Score -1201066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1201066.375000 Penalty: 2780.669434
	Iteration 48Q: 3 clusters Score -1201066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1201066.375000 Penalty: 2780.669434
	Iteration 49F: 3 clusters Score -1201066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Entering Unmasked Estep 
Score: -1593329.500000 Penalty: 1434.631836
	Iteration 0F: 2 clusters Score -1593330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1583169.000000 Penalty: 2869.263672
	Iteration 0F: 3 clusters Score -1583169 nChanged 6626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1586719.375000 Penalty: 2869.263672
	Iteration 1F: 3 clusters Score -1586719 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1587073.125000 Penalty: 2869.263672
	Iteration 2F: 3 clusters Score -1587073 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1587401.125000 Penalty: 2869.263672
	Iteration 3Q: 3 clusters Score -1587401 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1587745.250000 Penalty: 2869.263672
	Iteration 4Q: 3 clusters Score -1587745 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1588183.375000 Penalty: 2869.263672
	Iteration 5Q: 3 clusters Score -1588183 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1588822.000000 Penalty: 2869.263672
	Iteration 6Q: 3 clusters Score -1588822 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1590043.750000 Penalty: 2869.263672
	Iteration 7F: 3 clusters Score -1590044 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1592392.875000 Penalty: 2869.263672
	Iteration 8F: 3 clusters Score -1592393 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1595667.500000 Penalty: 2869.263672
	Iteration 9F: 3 clusters Score -1595668 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1598199.125000 Penalty: 2869.263672
	Iteration 10F: 3 clusters Score -1598199 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1599877.000000 Penalty: 2869.263672
	Iteration 11F: 3 clusters Score -1599877 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1600755.125000 Penalty: 2869.263672
	Iteration 12Q: 3 clusters Score -1600755 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1601173.500000 Penalty: 2869.263672
	Iteration 13Q: 3 clusters Score -1601174 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1601364.500000 Penalty: 2869.263672
	Iteration 14Q: 3 clusters Score -1601364 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1601442.875000 Penalty: 2869.263672
	Iteration 15Q: 3 clusters Score -1601443 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1601465.375000 Penalty: 2869.263672
	Iteration 16Q: 3 clusters Score -1601465 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1601469.125000 Penalty: 2869.263672
	Iteration 17Q: 3 clusters Score -1601469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1601467.500000 Penalty: 2869.263672
	Iteration 18Q: 3 clusters Score -1601468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1601469.375000 Penalty: 2869.263672
	Iteration 19Q: 3 clusters Score -1601469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1601468.250000 Penalty: 2869.263672
	Iteration 20F: 3 clusters Score -1601468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 61584 members 
Mstep: Class 2 contains 9806 members 
Mstep: Class 3 contains 6963 members 
Mstep: Class 4 contains 48909 members 
Mstep: Class 5 contains 8873 members 
Mstep: Class 6 contains 11498 members 
Mstep: Class 7 contains 60232 members 
Mstep: Class 8 contains 11158 members 
Mstep: Class 9 contains 11152 members 
Mstep: Class 10 contains 11426 members 
Mstep: Class 11 contains 10303 members 
Mstep: Class 12 contains 7222 members 
Mstep: Class 13 contains 18923 members 
Mstep: Class 14 contains 37857 members 
Mstep: Class 15 contains 17081 members 
Mstep: Class 16 contains 24442 members 
Mstep: Class 17 contains 28606 members 
Mstep: Class 18 contains 20149 members 
Mstep: Class 19 contains 1421 members 
Mstep: Class 20 contains 201379 members 
Mstep: Class 21 contains 36045 members 
Mstep: Class 22 contains 1977 members 
Mstep: Class 23 contains 6611 members 
Mstep: Class 24 contains 1665 members 
Mstep: Class 25 contains 34782 members 
Mstep: Class 26 contains 6415 members 
Mstep: Class 27 contains 14560 members 
Mstep: Class 28 contains 21079 members 
Mstep: Class 29 contains 37985 members 
Mstep: Class 30 contains 19510 members 
Mstep: Class 31 contains 8659 members 
Mstep: Class 32 contains 1070 members 
Mstep: Class 33 contains 8061 members 
Mstep: Class 34 contains 3794 members 
Mstep: Class 35 contains 295 members 
Mstep: Class 36 contains 2555 members 
Mstep: Class 37 contains 4115 members 
Mstep: Class 38 contains 3952 members 
Mstep: Class 39 contains 32464 members 
Mstep: Class 40 contains 18298 members 
Mstep: Class 41 contains 16073 members 
Mstep: Class 42 contains 3015 members 
Mstep: Class 43 contains 2715 members 
Mstep: Class 44 contains 5085 members 
Entering Unmasked Estep 
Score: -88114488.000000 Penalty: 89761.710938
Splitting cluster 11 changes total score from -88106800.000000 to -88114488.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 12 (7222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Entering Unmasked Estep 
Score: -721672.437500 Penalty: 1322.071167
	Iteration 0F: 2 clusters Score -721672.4 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 3632 members 
Entering Unmasked Estep 
Score: -716666.187500 Penalty: 2644.142334
	Iteration 0F: 3 clusters Score -716666.2 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -718288.750000 Penalty: 2644.142334
	Iteration 1F: 3 clusters Score -718288.8 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -718693.875000 Penalty: 2644.142334
	Iteration 2F: 3 clusters Score -718693.9 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -719033.500000 Penalty: 2644.142334
	Iteration 3F: 3 clusters Score -719033.5 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -719356.125000 Penalty: 2644.142334
	Iteration 4F: 3 clusters Score -719356.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -719633.062500 Penalty: 2644.142334
	Iteration 5F: 3 clusters Score -719633.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -719869.937500 Penalty: 2644.142334
	Iteration 6F: 3 clusters Score -719869.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -720066.250000 Penalty: 2644.142334
	Iteration 7Q: 3 clusters Score -720066.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -720246.812500 Penalty: 2644.142334
	Iteration 8Q: 3 clusters Score -720246.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -720425.562500 Penalty: 2644.142334
	Iteration 9Q: 3 clusters Score -720425.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -720572.125000 Penalty: 2644.142334
	Iteration 10Q: 3 clusters Score -720572.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -720703.875000 Penalty: 2644.142334
	Iteration 11Q: 3 clusters Score -720703.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -720830.437500 Penalty: 2644.142334
	Iteration 12Q: 3 clusters Score -720830.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -720921.187500 Penalty: 2644.142334
	Iteration 13Q: 3 clusters Score -720921.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -720995.812500 Penalty: 2644.142334
	Iteration 14Q: 3 clusters Score -720995.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -721064.250000 Penalty: 2644.142334
	Iteration 15Q: 3 clusters Score -721064.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -721120.500000 Penalty: 2644.142334
	Iteration 16Q: 3 clusters Score -721120.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -721169.562500 Penalty: 2644.142334
	Iteration 17Q: 3 clusters Score -721169.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -721216.875000 Penalty: 2644.142334
	Iteration 18Q: 3 clusters Score -721216.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -721246.437500 Penalty: 2644.142334
	Iteration 19Q: 3 clusters Score -721246.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -721271.187500 Penalty: 2644.142334
	Iteration 20F: 3 clusters Score -721271.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -721285.500000 Penalty: 2644.142334
	Iteration 21Q: 3 clusters Score -721285.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -721295.375000 Penalty: 2644.142334
	Iteration 22Q: 3 clusters Score -721295.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -721305.750000 Penalty: 2644.142334
	Iteration 23Q: 3 clusters Score -721305.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -721318.000000 Penalty: 2644.142334
	Iteration 24Q: 3 clusters Score -721318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -721326.062500 Penalty: 2644.142334
	Iteration 25Q: 3 clusters Score -721326.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -721328.875000 Penalty: 2644.142334
	Iteration 26Q: 3 clusters Score -721328.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -721333.875000 Penalty: 2644.142334
	Iteration 27Q: 3 clusters Score -721333.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -721339.000000 Penalty: 2644.142334
	Iteration 28Q: 3 clusters Score -721339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -721343.187500 Penalty: 2644.142334
	Iteration 29Q: 3 clusters Score -721343.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -721344.187500 Penalty: 2644.142334
	Iteration 30Q: 3 clusters Score -721344.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -721345.312500 Penalty: 2644.142334
	Iteration 31Q: 3 clusters Score -721345.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -721345.312500 Penalty: 2644.142334
	Iteration 32F: 3 clusters Score -721345.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (18923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Entering Unmasked Estep 
Score: -1941027.875000 Penalty: 1465.402222
	Iteration 0F: 2 clusters Score -1941028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1928531.625000 Penalty: 2930.804443
	Iteration 0F: 3 clusters Score -1928532 nChanged 8437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1933076.625000 Penalty: 2930.804443
	Iteration 1F: 3 clusters Score -1933077 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1933476.625000 Penalty: 2930.804443
	Iteration 2F: 3 clusters Score -1933477 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1933824.375000 Penalty: 2930.804443
	Iteration 3Q: 3 clusters Score -1933824 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -1934199.625000 Penalty: 2930.804443
	Iteration 4Q: 3 clusters Score -1934200 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -1934656.000000 Penalty: 2930.804443
	Iteration 5Q: 3 clusters Score -1934656 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -1935113.375000 Penalty: 2930.804443
	Iteration 6Q: 3 clusters Score -1935113 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -1935586.875000 Penalty: 2930.804443
	Iteration 7Q: 3 clusters Score -1935587 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -1936116.875000 Penalty: 2930.804443
	Iteration 8Q: 3 clusters Score -1936117 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -1936640.375000 Penalty: 2930.804443
	Iteration 9Q: 3 clusters Score -1936640 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -1937142.000000 Penalty: 2930.804443
	Iteration 10Q: 3 clusters Score -1937142 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -1937594.750000 Penalty: 2930.804443
	Iteration 11Q: 3 clusters Score -1937595 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -1938023.125000 Penalty: 2930.804443
	Iteration 12Q: 3 clusters Score -1938023 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -1938385.500000 Penalty: 2930.804443
	Iteration 13Q: 3 clusters Score -1938386 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -1938666.875000 Penalty: 2930.804443
	Iteration 14Q: 3 clusters Score -1938667 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -1938887.250000 Penalty: 2930.804443
	Iteration 15Q: 3 clusters Score -1938887 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -1939074.625000 Penalty: 2930.804443
	Iteration 16Q: 3 clusters Score -1939075 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -1939246.375000 Penalty: 2930.804443
	Iteration 17Q: 3 clusters Score -1939246 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -1939392.375000 Penalty: 2930.804443
	Iteration 18Q: 3 clusters Score -1939392 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -1939492.000000 Penalty: 2930.804443
	Iteration 19Q: 3 clusters Score -1939492 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -1939588.375000 Penalty: 2930.804443
	Iteration 20F: 3 clusters Score -1939588 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -1939670.750000 Penalty: 2930.804443
	Iteration 21Q: 3 clusters Score -1939671 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -1939725.125000 Penalty: 2930.804443
	Iteration 22Q: 3 clusters Score -1939725 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -1939766.125000 Penalty: 2930.804443
	Iteration 23Q: 3 clusters Score -1939766 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -1939809.375000 Penalty: 2930.804443
	Iteration 24Q: 3 clusters Score -1939809 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -1939846.875000 Penalty: 2930.804443
	Iteration 25Q: 3 clusters Score -1939847 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -1939867.250000 Penalty: 2930.804443
	Iteration 26Q: 3 clusters Score -1939867 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -1939890.625000 Penalty: 2930.804443
	Iteration 27Q: 3 clusters Score -1939891 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -1939912.750000 Penalty: 2930.804443
	Iteration 28Q: 3 clusters Score -1939913 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -1939935.125000 Penalty: 2930.804443
	Iteration 29Q: 3 clusters Score -1939935 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -1939951.375000 Penalty: 2930.804443
	Iteration 30Q: 3 clusters Score -1939951 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -1939966.250000 Penalty: 2930.804443
	Iteration 31Q: 3 clusters Score -1939966 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -1939973.250000 Penalty: 2930.804443
	Iteration 32Q: 3 clusters Score -1939973 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -1939975.500000 Penalty: 2930.804443
	Iteration 33Q: 3 clusters Score -1939976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -1939977.750000 Penalty: 2930.804443
	Iteration 34Q: 3 clusters Score -1939978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -1939983.625000 Penalty: 2930.804443
	Iteration 35Q: 3 clusters Score -1939984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -1939985.625000 Penalty: 2930.804443
	Iteration 36Q: 3 clusters Score -1939986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -1939989.500000 Penalty: 2930.804443
	Iteration 37Q: 3 clusters Score -1939990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -1939991.500000 Penalty: 2930.804443
	Iteration 38Q: 3 clusters Score -1939992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -1939991.000000 Penalty: 2930.804443
	Iteration 39Q: 3 clusters Score -1939991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -1939991.750000 Penalty: 2930.804443
	Iteration 40F: 3 clusters Score -1939992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (37857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37857 members 
Entering Unmasked Estep 
Score: -3932247.750000 Penalty: 1568.585938
	Iteration 0F: 2 clusters Score -3932248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -3907664.250000 Penalty: 3137.171875
	Iteration 0F: 3 clusters Score -3907664 nChanged 17200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -3917076.000000 Penalty: 3137.171875
	Iteration 1F: 3 clusters Score -3917076 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -3917625.500000 Penalty: 3137.171875
	Iteration 2Q: 3 clusters Score -3917626 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 21988 members 
Entering Unmasked Estep 
Score: -3918217.250000 Penalty: 3137.171875
	Iteration 3Q: 3 clusters Score -3918217 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -3919016.000000 Penalty: 3137.171875
	Iteration 4Q: 3 clusters Score -3919016 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 25404 members 
Entering Unmasked Estep 
Score: -3920202.250000 Penalty: 3137.171875
	Iteration 5F: 3 clusters Score -3920202 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 27937 members 
Entering Unmasked Estep 
Score: -3922102.500000 Penalty: 3137.171875
	Iteration 6F: 3 clusters Score -3922102 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 30926 members 
Entering Unmasked Estep 
Score: -3924796.750000 Penalty: 3137.171875
	Iteration 7F: 3 clusters Score -3924797 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 33677 members 
Entering Unmasked Estep 
Score: -3927408.250000 Penalty: 3137.171875
	Iteration 8F: 3 clusters Score -3927408 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 35561 members 
Entering Unmasked Estep 
Score: -3929223.250000 Penalty: 3137.171875
	Iteration 9F: 3 clusters Score -3929223 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 36585 members 
Entering Unmasked Estep 
Score: -3930157.750000 Penalty: 3137.171875
	Iteration 10Q: 3 clusters Score -3930158 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 37046 members 
Entering Unmasked Estep 
Score: -3930587.250000 Penalty: 3137.171875
	Iteration 11Q: 3 clusters Score -3930587 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 37259 members 
Entering Unmasked Estep 
Score: -3930787.750000 Penalty: 3137.171875
	Iteration 12Q: 3 clusters Score -3930788 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 37359 members 
Entering Unmasked Estep 
Score: -3930913.250000 Penalty: 3137.171875
	Iteration 13Q: 3 clusters Score -3930913 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 37410 members 
Entering Unmasked Estep 
Score: -3930974.000000 Penalty: 3137.171875
	Iteration 14Q: 3 clusters Score -3930974 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 37437 members 
Entering Unmasked Estep 
Score: -3931026.250000 Penalty: 3137.171875
	Iteration 15Q: 3 clusters Score -3931026 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 37457 members 
Entering Unmasked Estep 
Score: -3931058.250000 Penalty: 3137.171875
	Iteration 16Q: 3 clusters Score -3931058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 37466 members 
Entering Unmasked Estep 
Score: -3931070.750000 Penalty: 3137.171875
	Iteration 17Q: 3 clusters Score -3931071 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 37470 members 
Entering Unmasked Estep 
Score: -3931080.250000 Penalty: 3137.171875
	Iteration 18Q: 3 clusters Score -3931080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 37471 members 
Entering Unmasked Estep 
Score: -3931087.750000 Penalty: 3137.171875
	Iteration 19Q: 3 clusters Score -3931088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 37474 members 
Entering Unmasked Estep 
Score: -3931092.500000 Penalty: 3137.171875
	Iteration 20F: 3 clusters Score -3931092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 37477 members 
Entering Unmasked Estep 
Score: -3931103.500000 Penalty: 3137.171875
	Iteration 21Q: 3 clusters Score -3931104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 37479 members 
Entering Unmasked Estep 
Score: -3931106.000000 Penalty: 3137.171875
	Iteration 22Q: 3 clusters Score -3931106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 37483 members 
Entering Unmasked Estep 
Score: -3931113.000000 Penalty: 3137.171875
	Iteration 23Q: 3 clusters Score -3931113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 37484 members 
Entering Unmasked Estep 
Score: -3931117.500000 Penalty: 3137.171875
	Iteration 24Q: 3 clusters Score -3931118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 37486 members 
Entering Unmasked Estep 
Score: -3931127.250000 Penalty: 3137.171875
	Iteration 25Q: 3 clusters Score -3931127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 37486 members 
Entering Unmasked Estep 
Score: -3931133.750000 Penalty: 3137.171875
	Iteration 26Q: 3 clusters Score -3931134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 37486 members 
Entering Unmasked Estep 
Score: -3931132.250000 Penalty: 3137.171875
	Iteration 27Q: 3 clusters Score -3931132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 37487 members 
Entering Unmasked Estep 
Score: -3931138.000000 Penalty: 3137.171875
	Iteration 28Q: 3 clusters Score -3931138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 37489 members 
Entering Unmasked Estep 
Score: -3931145.250000 Penalty: 3137.171875
	Iteration 29Q: 3 clusters Score -3931145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 37490 members 
Entering Unmasked Estep 
Score: -3931145.250000 Penalty: 3137.171875
	Iteration 30Q: 3 clusters Score -3931145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 37491 members 
Entering Unmasked Estep 
Score: -3931142.250000 Penalty: 3137.171875
	Iteration 31Q: 3 clusters Score -3931142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 37492 members 
Entering Unmasked Estep 
Score: -3931141.250000 Penalty: 3137.171875
	Iteration 32Q: 3 clusters Score -3931141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 37492 members 
Entering Unmasked Estep 
Score: -3931143.750000 Penalty: 3137.171875
	Iteration 33Q: 3 clusters Score -3931144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 37491 members 
Entering Unmasked Estep 
Score: -3931150.250000 Penalty: 3137.171875
	Iteration 34Q: 3 clusters Score -3931150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 37491 members 
Entering Unmasked Estep 
Score: -3931150.250000 Penalty: 3137.171875
	Iteration 35F: 3 clusters Score -3931150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Entering Unmasked Estep 
Score: -1786744.250000 Penalty: 1450.163452
	Iteration 0F: 2 clusters Score -1786744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1775566.500000 Penalty: 2900.326904
	Iteration 0F: 3 clusters Score -1775566 nChanged 7444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1779561.250000 Penalty: 2900.326904
	Iteration 1F: 3 clusters Score -1779561 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1780031.125000 Penalty: 2900.326904
	Iteration 2F: 3 clusters Score -1780031 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1780501.125000 Penalty: 2900.326904
	Iteration 3F: 3 clusters Score -1780501 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1781056.750000 Penalty: 2900.326904
	Iteration 4F: 3 clusters Score -1781057 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1781781.125000 Penalty: 2900.326904
	Iteration 5F: 3 clusters Score -1781781 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1782708.500000 Penalty: 2900.326904
	Iteration 6F: 3 clusters Score -1782708 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1783708.250000 Penalty: 2900.326904
	Iteration 7F: 3 clusters Score -1783708 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1784599.875000 Penalty: 2900.326904
	Iteration 8F: 3 clusters Score -1784600 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1785153.250000 Penalty: 2900.326904
	Iteration 9Q: 3 clusters Score -1785153 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1785494.250000 Penalty: 2900.326904
	Iteration 10Q: 3 clusters Score -1785494 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1785728.875000 Penalty: 2900.326904
	Iteration 11Q: 3 clusters Score -1785729 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1785875.250000 Penalty: 2900.326904
	Iteration 12Q: 3 clusters Score -1785875 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1785963.000000 Penalty: 2900.326904
	Iteration 13Q: 3 clusters Score -1785963 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1786016.375000 Penalty: 2900.326904
	Iteration 14Q: 3 clusters Score -1786016 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1786065.375000 Penalty: 2900.326904
	Iteration 15Q: 3 clusters Score -1786065 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1786098.625000 Penalty: 2900.326904
	Iteration 16Q: 3 clusters Score -1786099 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1786121.375000 Penalty: 2900.326904
	Iteration 17Q: 3 clusters Score -1786121 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1786141.125000 Penalty: 2900.326904
	Iteration 18Q: 3 clusters Score -1786141 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1786156.875000 Penalty: 2900.326904
	Iteration 19Q: 3 clusters Score -1786157 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1786168.500000 Penalty: 2900.326904
	Iteration 20F: 3 clusters Score -1786168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1786174.000000 Penalty: 2900.326904
	Iteration 21Q: 3 clusters Score -1786174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1786178.875000 Penalty: 2900.326904
	Iteration 22Q: 3 clusters Score -1786179 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1786192.875000 Penalty: 2900.326904
	Iteration 23Q: 3 clusters Score -1786193 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1786196.125000 Penalty: 2900.326904
	Iteration 24Q: 3 clusters Score -1786196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1786200.000000 Penalty: 2900.326904
	Iteration 25Q: 3 clusters Score -1786200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1786203.375000 Penalty: 2900.326904
	Iteration 26Q: 3 clusters Score -1786203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1786207.000000 Penalty: 2900.326904
	Iteration 27Q: 3 clusters Score -1786207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1786207.125000 Penalty: 2900.326904
	Iteration 28Q: 3 clusters Score -1786207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1786206.000000 Penalty: 2900.326904
	Iteration 29Q: 3 clusters Score -1786206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1786208.000000 Penalty: 2900.326904
	Iteration 30Q: 3 clusters Score -1786208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1786209.625000 Penalty: 2900.326904
	Iteration 31Q: 3 clusters Score -1786210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1786207.875000 Penalty: 2900.326904
	Iteration 32Q: 3 clusters Score -1786208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1786207.875000 Penalty: 2900.326904
	Iteration 33F: 3 clusters Score -1786208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Entering Unmasked Estep 
Score: -2298424.250000 Penalty: 1503.483887
	Iteration 0F: 2 clusters Score -2298424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -2282474.750000 Penalty: 3006.967773
	Iteration 0F: 3 clusters Score -2282475 nChanged 10927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -2288609.500000 Penalty: 3006.967773
	Iteration 1F: 3 clusters Score -2288610 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -2289161.750000 Penalty: 3006.967773
	Iteration 2F: 3 clusters Score -2289162 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -2289704.750000 Penalty: 3006.967773
	Iteration 3F: 3 clusters Score -2289705 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -2290211.750000 Penalty: 3006.967773
	Iteration 4Q: 3 clusters Score -2290212 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -2290722.500000 Penalty: 3006.967773
	Iteration 5Q: 3 clusters Score -2290722 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -2291292.250000 Penalty: 3006.967773
	Iteration 6Q: 3 clusters Score -2291292 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -2291846.750000 Penalty: 3006.967773
	Iteration 7Q: 3 clusters Score -2291847 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -2292376.500000 Penalty: 3006.967773
	Iteration 8Q: 3 clusters Score -2292376 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -2292944.750000 Penalty: 3006.967773
	Iteration 9Q: 3 clusters Score -2292945 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -2293558.000000 Penalty: 3006.967773
	Iteration 10Q: 3 clusters Score -2293558 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -2294050.500000 Penalty: 3006.967773
	Iteration 11Q: 3 clusters Score -2294050 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -2294379.500000 Penalty: 3006.967773
	Iteration 12Q: 3 clusters Score -2294380 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -2294577.000000 Penalty: 3006.967773
	Iteration 13Q: 3 clusters Score -2294577 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -2294695.500000 Penalty: 3006.967773
	Iteration 14Q: 3 clusters Score -2294696 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -2294774.250000 Penalty: 3006.967773
	Iteration 15Q: 3 clusters Score -2294774 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -2294837.500000 Penalty: 3006.967773
	Iteration 16Q: 3 clusters Score -2294838 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -2294880.000000 Penalty: 3006.967773
	Iteration 17Q: 3 clusters Score -2294880 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -2294922.000000 Penalty: 3006.967773
	Iteration 18Q: 3 clusters Score -2294922 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -2294981.750000 Penalty: 3006.967773
	Iteration 19Q: 3 clusters Score -2294982 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -2295042.750000 Penalty: 3006.967773
	Iteration 20F: 3 clusters Score -2295043 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -2295096.000000 Penalty: 3006.967773
	Iteration 21Q: 3 clusters Score -2295096 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -2295145.000000 Penalty: 3006.967773
	Iteration 22Q: 3 clusters Score -2295145 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -2295200.250000 Penalty: 3006.967773
	Iteration 23Q: 3 clusters Score -2295200 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -2295252.750000 Penalty: 3006.967773
	Iteration 24Q: 3 clusters Score -2295253 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -2295295.750000 Penalty: 3006.967773
	Iteration 25Q: 3 clusters Score -2295296 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -2295359.750000 Penalty: 3006.967773
	Iteration 26Q: 3 clusters Score -2295360 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -2295403.500000 Penalty: 3006.967773
	Iteration 27Q: 3 clusters Score -2295404 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -2295476.250000 Penalty: 3006.967773
	Iteration 28Q: 3 clusters Score -2295476 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -2295558.000000 Penalty: 3006.967773
	Iteration 29Q: 3 clusters Score -2295558 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -2295626.250000 Penalty: 3006.967773
	Iteration 30Q: 3 clusters Score -2295626 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -2295671.250000 Penalty: 3006.967773
	Iteration 31Q: 3 clusters Score -2295671 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -2295736.750000 Penalty: 3006.967773
	Iteration 32Q: 3 clusters Score -2295737 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -2295792.750000 Penalty: 3006.967773
	Iteration 33Q: 3 clusters Score -2295793 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -2295873.500000 Penalty: 3006.967773
	Iteration 34Q: 3 clusters Score -2295874 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -2295944.000000 Penalty: 3006.967773
	Iteration 35Q: 3 clusters Score -2295944 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -2296005.500000 Penalty: 3006.967773
	Iteration 36Q: 3 clusters Score -2296006 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -2296071.500000 Penalty: 3006.967773
	Iteration 37Q: 3 clusters Score -2296072 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -2296124.000000 Penalty: 3006.967773
	Iteration 38Q: 3 clusters Score -2296124 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -2296177.500000 Penalty: 3006.967773
	Iteration 39Q: 3 clusters Score -2296178 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -2296220.250000 Penalty: 3006.967773
	Iteration 40F: 3 clusters Score -2296220 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -2296265.000000 Penalty: 3006.967773
	Iteration 41Q: 3 clusters Score -2296265 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -2296324.500000 Penalty: 3006.967773
	Iteration 42Q: 3 clusters Score -2296324 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -2296368.750000 Penalty: 3006.967773
	Iteration 43Q: 3 clusters Score -2296369 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -2296423.750000 Penalty: 3006.967773
	Iteration 44Q: 3 clusters Score -2296424 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -2296485.250000 Penalty: 3006.967773
	Iteration 45Q: 3 clusters Score -2296485 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -2296543.000000 Penalty: 3006.967773
	Iteration 46Q: 3 clusters Score -2296543 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -2296600.500000 Penalty: 3006.967773
	Iteration 47Q: 3 clusters Score -2296600 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -2296659.000000 Penalty: 3006.967773
	Iteration 48Q: 3 clusters Score -2296659 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -2296710.500000 Penalty: 3006.967773
	Iteration 49Q: 3 clusters Score -2296710 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -2296766.250000 Penalty: 3006.967773
	Iteration 50Q: 3 clusters Score -2296766 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -2296813.000000 Penalty: 3006.967773
	Iteration 51Q: 3 clusters Score -2296813 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -2296854.000000 Penalty: 3006.967773
	Iteration 52Q: 3 clusters Score -2296854 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -2296885.500000 Penalty: 3006.967773
	Iteration 53Q: 3 clusters Score -2296886 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -2296932.250000 Penalty: 3006.967773
	Iteration 54Q: 3 clusters Score -2296932 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -2296975.250000 Penalty: 3006.967773
	Iteration 55Q: 3 clusters Score -2296975 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -2297016.250000 Penalty: 3006.967773
	Iteration 56Q: 3 clusters Score -2297016 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22091 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -2297055.000000 Penalty: 3006.967773
	Iteration 57Q: 3 clusters Score -2297055 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -2297106.250000 Penalty: 3006.967773
	Iteration 58Q: 3 clusters Score -2297106 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -2297151.250000 Penalty: 3006.967773
	Iteration 59Q: 3 clusters Score -2297151 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -2297178.000000 Penalty: 3006.967773
	Iteration 60F: 3 clusters Score -2297178 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2297209.250000 Penalty: 3006.967773
	Iteration 61Q: 3 clusters Score -2297209 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -2297243.750000 Penalty: 3006.967773
	Iteration 62Q: 3 clusters Score -2297244 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -2297285.750000 Penalty: 3006.967773
	Iteration 63Q: 3 clusters Score -2297286 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2297323.250000 Penalty: 3006.967773
	Iteration 64Q: 3 clusters Score -2297323 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2297353.000000 Penalty: 3006.967773
	Iteration 65Q: 3 clusters Score -2297353 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2297376.000000 Penalty: 3006.967773
	Iteration 66Q: 3 clusters Score -2297376 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2297394.000000 Penalty: 3006.967773
	Iteration 67Q: 3 clusters Score -2297394 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2297414.500000 Penalty: 3006.967773
	Iteration 68Q: 3 clusters Score -2297414 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23044 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2297439.000000 Penalty: 3006.967773
	Iteration 69Q: 3 clusters Score -2297439 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2297466.750000 Penalty: 3006.967773
	Iteration 70Q: 3 clusters Score -2297467 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23145 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2297484.750000 Penalty: 3006.967773
	Iteration 71Q: 3 clusters Score -2297485 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2297508.750000 Penalty: 3006.967773
	Iteration 72Q: 3 clusters Score -2297509 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2297529.750000 Penalty: 3006.967773
	Iteration 73Q: 3 clusters Score -2297530 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2297549.500000 Penalty: 3006.967773
	Iteration 74Q: 3 clusters Score -2297550 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2297564.750000 Penalty: 3006.967773
	Iteration 75Q: 3 clusters Score -2297565 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2297586.750000 Penalty: 3006.967773
	Iteration 76Q: 3 clusters Score -2297587 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2297603.500000 Penalty: 3006.967773
	Iteration 77Q: 3 clusters Score -2297604 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2297611.250000 Penalty: 3006.967773
	Iteration 78Q: 3 clusters Score -2297611 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2297618.500000 Penalty: 3006.967773
	Iteration 79Q: 3 clusters Score -2297618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23409 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2297623.750000 Penalty: 3006.967773
	Iteration 80F: 3 clusters Score -2297624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2297624.000000 Penalty: 3006.967773
	Iteration 81Q: 3 clusters Score -2297624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2297627.750000 Penalty: 3006.967773
	Iteration 82Q: 3 clusters Score -2297628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2297633.500000 Penalty: 3006.967773
	Iteration 83Q: 3 clusters Score -2297634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23439 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2297636.500000 Penalty: 3006.967773
	Iteration 84Q: 3 clusters Score -2297636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2297640.250000 Penalty: 3006.967773
	Iteration 85Q: 3 clusters Score -2297640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2297643.750000 Penalty: 3006.967773
	Iteration 86Q: 3 clusters Score -2297644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2297642.750000 Penalty: 3006.967773
	Iteration 87Q: 3 clusters Score -2297643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2297642.250000 Penalty: 3006.967773
	Iteration 88Q: 3 clusters Score -2297642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2297642.750000 Penalty: 3006.967773
	Iteration 89Q: 3 clusters Score -2297643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2297641.750000 Penalty: 3006.967773
	Iteration 90Q: 3 clusters Score -2297642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2297643.500000 Penalty: 3006.967773
	Iteration 91Q: 3 clusters Score -2297644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2297643.500000 Penalty: 3006.967773
	Iteration 92Q: 3 clusters Score -2297644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2297647.250000 Penalty: 3006.967773
	Iteration 93Q: 3 clusters Score -2297647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2297645.000000 Penalty: 3006.967773
	Iteration 94Q: 3 clusters Score -2297645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2297645.000000 Penalty: 3006.967773
	Iteration 95F: 3 clusters Score -2297645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (28606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28606 members 
Entering Unmasked Estep 
Score: -2800561.000000 Penalty: 1526.892090
	Iteration 0F: 2 clusters Score -2800561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -2782056.750000 Penalty: 3053.784180
	Iteration 0F: 3 clusters Score -2782057 nChanged 12822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -2789013.500000 Penalty: 3053.784180
	Iteration 1F: 3 clusters Score -2789014 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -2789654.250000 Penalty: 3053.784180
	Iteration 2F: 3 clusters Score -2789654 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -2790273.500000 Penalty: 3053.784180
	Iteration 3F: 3 clusters Score -2790274 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -2790866.250000 Penalty: 3053.784180
	Iteration 4Q: 3 clusters Score -2790866 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -2791517.750000 Penalty: 3053.784180
	Iteration 5Q: 3 clusters Score -2791518 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -2792127.000000 Penalty: 3053.784180
	Iteration 6Q: 3 clusters Score -2792127 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -2792744.750000 Penalty: 3053.784180
	Iteration 7Q: 3 clusters Score -2792745 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -2793331.250000 Penalty: 3053.784180
	Iteration 8Q: 3 clusters Score -2793331 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -2793943.500000 Penalty: 3053.784180
	Iteration 9Q: 3 clusters Score -2793944 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -2794595.000000 Penalty: 3053.784180
	Iteration 10Q: 3 clusters Score -2794595 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -2795311.000000 Penalty: 3053.784180
	Iteration 11Q: 3 clusters Score -2795311 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -2795962.750000 Penalty: 3053.784180
	Iteration 12Q: 3 clusters Score -2795963 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -2796471.250000 Penalty: 3053.784180
	Iteration 13Q: 3 clusters Score -2796471 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -2796812.250000 Penalty: 3053.784180
	Iteration 14Q: 3 clusters Score -2796812 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -2797034.250000 Penalty: 3053.784180
	Iteration 15Q: 3 clusters Score -2797034 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -2797196.000000 Penalty: 3053.784180
	Iteration 16Q: 3 clusters Score -2797196 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -2797320.000000 Penalty: 3053.784180
	Iteration 17Q: 3 clusters Score -2797320 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -2797406.250000 Penalty: 3053.784180
	Iteration 18Q: 3 clusters Score -2797406 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -2797488.750000 Penalty: 3053.784180
	Iteration 19Q: 3 clusters Score -2797489 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -2797567.000000 Penalty: 3053.784180
	Iteration 20F: 3 clusters Score -2797567 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -2797642.500000 Penalty: 3053.784180
	Iteration 21Q: 3 clusters Score -2797642 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -2797695.250000 Penalty: 3053.784180
	Iteration 22Q: 3 clusters Score -2797695 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -2797749.500000 Penalty: 3053.784180
	Iteration 23Q: 3 clusters Score -2797750 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -2797784.500000 Penalty: 3053.784180
	Iteration 24Q: 3 clusters Score -2797784 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -2797816.500000 Penalty: 3053.784180
	Iteration 25Q: 3 clusters Score -2797816 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -2797852.000000 Penalty: 3053.784180
	Iteration 26Q: 3 clusters Score -2797852 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -2797873.750000 Penalty: 3053.784180
	Iteration 27Q: 3 clusters Score -2797874 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -2797895.250000 Penalty: 3053.784180
	Iteration 28Q: 3 clusters Score -2797895 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -2797930.000000 Penalty: 3053.784180
	Iteration 29Q: 3 clusters Score -2797930 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -2797962.500000 Penalty: 3053.784180
	Iteration 30Q: 3 clusters Score -2797962 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -2797996.500000 Penalty: 3053.784180
	Iteration 31Q: 3 clusters Score -2797996 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -2798035.250000 Penalty: 3053.784180
	Iteration 32Q: 3 clusters Score -2798035 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -2798060.250000 Penalty: 3053.784180
	Iteration 33Q: 3 clusters Score -2798060 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -2798087.000000 Penalty: 3053.784180
	Iteration 34Q: 3 clusters Score -2798087 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -2798118.000000 Penalty: 3053.784180
	Iteration 35Q: 3 clusters Score -2798118 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -2798160.250000 Penalty: 3053.784180
	Iteration 36Q: 3 clusters Score -2798160 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -2798193.000000 Penalty: 3053.784180
	Iteration 37Q: 3 clusters Score -2798193 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -2798235.500000 Penalty: 3053.784180
	Iteration 38Q: 3 clusters Score -2798236 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -2798274.250000 Penalty: 3053.784180
	Iteration 39Q: 3 clusters Score -2798274 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22959 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -2798305.500000 Penalty: 3053.784180
	Iteration 40F: 3 clusters Score -2798306 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -2798333.250000 Penalty: 3053.784180
	Iteration 41Q: 3 clusters Score -2798333 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -2798373.750000 Penalty: 3053.784180
	Iteration 42Q: 3 clusters Score -2798374 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -2798407.000000 Penalty: 3053.784180
	Iteration 43Q: 3 clusters Score -2798407 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23579 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -2798462.500000 Penalty: 3053.784180
	Iteration 44Q: 3 clusters Score -2798462 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -2798509.500000 Penalty: 3053.784180
	Iteration 45Q: 3 clusters Score -2798510 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23936 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -2798544.000000 Penalty: 3053.784180
	Iteration 46Q: 3 clusters Score -2798544 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -2798585.250000 Penalty: 3053.784180
	Iteration 47Q: 3 clusters Score -2798585 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24252 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -2798641.000000 Penalty: 3053.784180
	Iteration 48Q: 3 clusters Score -2798641 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24406 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -2798681.750000 Penalty: 3053.784180
	Iteration 49Q: 3 clusters Score -2798682 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24554 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -2798725.250000 Penalty: 3053.784180
	Iteration 50Q: 3 clusters Score -2798725 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -2798767.750000 Penalty: 3053.784180
	Iteration 51Q: 3 clusters Score -2798768 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24831 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -2798798.250000 Penalty: 3053.784180
	Iteration 52Q: 3 clusters Score -2798798 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -2798825.000000 Penalty: 3053.784180
	Iteration 53Q: 3 clusters Score -2798825 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25047 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -2798845.500000 Penalty: 3053.784180
	Iteration 54Q: 3 clusters Score -2798846 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -2798856.750000 Penalty: 3053.784180
	Iteration 55Q: 3 clusters Score -2798857 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25264 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -2798891.000000 Penalty: 3053.784180
	Iteration 56Q: 3 clusters Score -2798891 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -2798916.000000 Penalty: 3053.784180
	Iteration 57Q: 3 clusters Score -2798916 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25480 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -2798942.500000 Penalty: 3053.784180
	Iteration 58Q: 3 clusters Score -2798942 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -2798973.500000 Penalty: 3053.784180
	Iteration 59Q: 3 clusters Score -2798974 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25687 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -2799013.500000 Penalty: 3053.784180
	Iteration 60F: 3 clusters Score -2799014 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -2799046.750000 Penalty: 3053.784180
	Iteration 61Q: 3 clusters Score -2799047 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25905 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -2799076.250000 Penalty: 3053.784180
	Iteration 62Q: 3 clusters Score -2799076 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -2799117.750000 Penalty: 3053.784180
	Iteration 63Q: 3 clusters Score -2799118 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26103 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -2799134.000000 Penalty: 3053.784180
	Iteration 64Q: 3 clusters Score -2799134 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -2799161.000000 Penalty: 3053.784180
	Iteration 65Q: 3 clusters Score -2799161 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -2799188.500000 Penalty: 3053.784180
	Iteration 66Q: 3 clusters Score -2799188 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26346 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -2799210.250000 Penalty: 3053.784180
	Iteration 67Q: 3 clusters Score -2799210 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26416 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -2799240.500000 Penalty: 3053.784180
	Iteration 68Q: 3 clusters Score -2799240 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26488 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -2799268.000000 Penalty: 3053.784180
	Iteration 69Q: 3 clusters Score -2799268 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26541 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2799293.000000 Penalty: 3053.784180
	Iteration 70Q: 3 clusters Score -2799293 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -2799305.250000 Penalty: 3053.784180
	Iteration 71Q: 3 clusters Score -2799305 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26656 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -2799327.250000 Penalty: 3053.784180
	Iteration 72Q: 3 clusters Score -2799327 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26702 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -2799343.500000 Penalty: 3053.784180
	Iteration 73Q: 3 clusters Score -2799344 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26759 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2799353.500000 Penalty: 3053.784180
	Iteration 74Q: 3 clusters Score -2799354 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2799377.250000 Penalty: 3053.784180
	Iteration 75Q: 3 clusters Score -2799377 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26837 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2799388.750000 Penalty: 3053.784180
	Iteration 76Q: 3 clusters Score -2799389 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26864 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2799392.250000 Penalty: 3053.784180
	Iteration 77Q: 3 clusters Score -2799392 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26892 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2799395.500000 Penalty: 3053.784180
	Iteration 78Q: 3 clusters Score -2799396 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26918 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2799398.500000 Penalty: 3053.784180
	Iteration 79Q: 3 clusters Score -2799398 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26946 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2799413.000000 Penalty: 3053.784180
	Iteration 80F: 3 clusters Score -2799413 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26966 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2799414.000000 Penalty: 3053.784180
	Iteration 81Q: 3 clusters Score -2799414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26976 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2799415.250000 Penalty: 3053.784180
	Iteration 82Q: 3 clusters Score -2799415 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26989 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2799422.250000 Penalty: 3053.784180
	Iteration 83Q: 3 clusters Score -2799422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26996 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2799430.000000 Penalty: 3053.784180
	Iteration 84Q: 3 clusters Score -2799430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27000 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2799428.750000 Penalty: 3053.784180
	Iteration 85Q: 3 clusters Score -2799429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27004 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2799435.000000 Penalty: 3053.784180
	Iteration 86Q: 3 clusters Score -2799435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27012 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2799433.500000 Penalty: 3053.784180
	Iteration 87Q: 3 clusters Score -2799434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27017 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2799436.500000 Penalty: 3053.784180
	Iteration 88Q: 3 clusters Score -2799436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27025 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2799438.250000 Penalty: 3053.784180
	Iteration 89Q: 3 clusters Score -2799438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27037 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2799441.500000 Penalty: 3053.784180
	Iteration 90Q: 3 clusters Score -2799442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27048 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2799448.500000 Penalty: 3053.784180
	Iteration 91Q: 3 clusters Score -2799448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27056 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2799448.500000 Penalty: 3053.784180
	Iteration 92Q: 3 clusters Score -2799448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27060 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2799452.250000 Penalty: 3053.784180
	Iteration 93Q: 3 clusters Score -2799452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2799452.000000 Penalty: 3053.784180
	Iteration 94Q: 3 clusters Score -2799452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27071 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2799458.750000 Penalty: 3053.784180
	Iteration 95Q: 3 clusters Score -2799459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2799457.750000 Penalty: 3053.784180
	Iteration 96Q: 3 clusters Score -2799458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27086 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2799457.000000 Penalty: 3053.784180
	Iteration 97Q: 3 clusters Score -2799457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27092 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2799465.750000 Penalty: 3053.784180
	Iteration 98Q: 3 clusters Score -2799466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2799471.000000 Penalty: 3053.784180
	Iteration 99Q: 3 clusters Score -2799471 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27106 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2799468.000000 Penalty: 3053.784180
	Iteration 100F: 3 clusters Score -2799468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2799471.750000 Penalty: 3053.784180
	Iteration 101Q: 3 clusters Score -2799472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2799472.000000 Penalty: 3053.784180
	Iteration 102Q: 3 clusters Score -2799472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27135 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2799472.000000 Penalty: 3053.784180
	Iteration 103Q: 3 clusters Score -2799472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27144 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2799475.250000 Penalty: 3053.784180
	Iteration 104Q: 3 clusters Score -2799475 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27155 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2799479.500000 Penalty: 3053.784180
	Iteration 105Q: 3 clusters Score -2799480 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27171 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2799478.250000 Penalty: 3053.784180
	Iteration 106Q: 3 clusters Score -2799478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27177 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2799485.000000 Penalty: 3053.784180
	Iteration 107Q: 3 clusters Score -2799485 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2799491.250000 Penalty: 3053.784180
	Iteration 108Q: 3 clusters Score -2799491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27194 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2799493.750000 Penalty: 3053.784180
	Iteration 109Q: 3 clusters Score -2799494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27201 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2799492.000000 Penalty: 3053.784180
	Iteration 110Q: 3 clusters Score -2799492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27207 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2799493.500000 Penalty: 3053.784180
	Iteration 111Q: 3 clusters Score -2799494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27212 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2799502.250000 Penalty: 3053.784180
	Iteration 112Q: 3 clusters Score -2799502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2799502.750000 Penalty: 3053.784180
	Iteration 113Q: 3 clusters Score -2799503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2799505.250000 Penalty: 3053.784180
	Iteration 114Q: 3 clusters Score -2799505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27233 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2799506.250000 Penalty: 3053.784180
	Iteration 115Q: 3 clusters Score -2799506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27234 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2799511.750000 Penalty: 3053.784180
	Iteration 116Q: 3 clusters Score -2799512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2799508.000000 Penalty: 3053.784180
	Iteration 117Q: 3 clusters Score -2799508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2799508.000000 Penalty: 3053.784180
	Iteration 118Q: 3 clusters Score -2799508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27245 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2799510.000000 Penalty: 3053.784180
	Iteration 119Q: 3 clusters Score -2799510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27248 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2799511.750000 Penalty: 3053.784180
	Iteration 120F: 3 clusters Score -2799512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2799512.000000 Penalty: 3053.784180
	Iteration 121Q: 3 clusters Score -2799512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2799512.500000 Penalty: 3053.784180
	Iteration 122Q: 3 clusters Score -2799512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2799512.500000 Penalty: 3053.784180
	Iteration 123F: 3 clusters Score -2799512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (20149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Entering Unmasked Estep 
Score: -2094798.750000 Penalty: 1474.743408
	Iteration 0F: 2 clusters Score -2094799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -2081646.000000 Penalty: 2949.486816
	Iteration 0F: 3 clusters Score -2081646 nChanged 8880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -2086413.125000 Penalty: 2949.486816
	Iteration 1F: 3 clusters Score -2086413 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -2086836.000000 Penalty: 2949.486816
	Iteration 2F: 3 clusters Score -2086836 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -2087154.625000 Penalty: 2949.486816
	Iteration 3Q: 3 clusters Score -2087155 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -2087432.125000 Penalty: 2949.486816
	Iteration 4Q: 3 clusters Score -2087432 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -2087685.125000 Penalty: 2949.486816
	Iteration 5Q: 3 clusters Score -2087685 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -2087931.625000 Penalty: 2949.486816
	Iteration 6Q: 3 clusters Score -2087932 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -2088178.000000 Penalty: 2949.486816
	Iteration 7Q: 3 clusters Score -2088178 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -2088462.875000 Penalty: 2949.486816
	Iteration 8Q: 3 clusters Score -2088463 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -2088812.125000 Penalty: 2949.486816
	Iteration 9Q: 3 clusters Score -2088812 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -2089228.375000 Penalty: 2949.486816
	Iteration 10Q: 3 clusters Score -2089228 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -2089685.375000 Penalty: 2949.486816
	Iteration 11Q: 3 clusters Score -2089685 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -2090232.250000 Penalty: 2949.486816
	Iteration 12Q: 3 clusters Score -2090232 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -2090812.625000 Penalty: 2949.486816
	Iteration 13Q: 3 clusters Score -2090813 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -2091341.125000 Penalty: 2949.486816
	Iteration 14Q: 3 clusters Score -2091341 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -2091861.875000 Penalty: 2949.486816
	Iteration 15Q: 3 clusters Score -2091862 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -2092367.875000 Penalty: 2949.486816
	Iteration 16Q: 3 clusters Score -2092368 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -2092785.250000 Penalty: 2949.486816
	Iteration 17Q: 3 clusters Score -2092785 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -2093093.875000 Penalty: 2949.486816
	Iteration 18Q: 3 clusters Score -2093094 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -2093335.375000 Penalty: 2949.486816
	Iteration 19Q: 3 clusters Score -2093335 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -2093511.375000 Penalty: 2949.486816
	Iteration 20F: 3 clusters Score -2093511 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -2093646.000000 Penalty: 2949.486816
	Iteration 21Q: 3 clusters Score -2093646 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -2093742.500000 Penalty: 2949.486816
	Iteration 22Q: 3 clusters Score -2093742 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -2093837.625000 Penalty: 2949.486816
	Iteration 23Q: 3 clusters Score -2093838 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -2093895.000000 Penalty: 2949.486816
	Iteration 24Q: 3 clusters Score -2093895 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -2093936.750000 Penalty: 2949.486816
	Iteration 25Q: 3 clusters Score -2093937 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -2093976.750000 Penalty: 2949.486816
	Iteration 26Q: 3 clusters Score -2093977 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -2093997.375000 Penalty: 2949.486816
	Iteration 27Q: 3 clusters Score -2093997 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -2094024.875000 Penalty: 2949.486816
	Iteration 28Q: 3 clusters Score -2094025 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -2094051.500000 Penalty: 2949.486816
	Iteration 29Q: 3 clusters Score -2094052 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -2094067.750000 Penalty: 2949.486816
	Iteration 30Q: 3 clusters Score -2094068 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -2094080.500000 Penalty: 2949.486816
	Iteration 31Q: 3 clusters Score -2094080 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -2094091.375000 Penalty: 2949.486816
	Iteration 32Q: 3 clusters Score -2094091 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -2094100.000000 Penalty: 2949.486816
	Iteration 33Q: 3 clusters Score -2094100 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -2094105.000000 Penalty: 2949.486816
	Iteration 34Q: 3 clusters Score -2094105 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -2094109.000000 Penalty: 2949.486816
	Iteration 35Q: 3 clusters Score -2094109 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -2094115.625000 Penalty: 2949.486816
	Iteration 36Q: 3 clusters Score -2094116 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -2094120.500000 Penalty: 2949.486816
	Iteration 37Q: 3 clusters Score -2094120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -2094126.625000 Penalty: 2949.486816
	Iteration 38Q: 3 clusters Score -2094127 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -2094130.125000 Penalty: 2949.486816
	Iteration 39Q: 3 clusters Score -2094130 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -2094135.250000 Penalty: 2949.486816
	Iteration 40F: 3 clusters Score -2094135 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -2094143.875000 Penalty: 2949.486816
	Iteration 41Q: 3 clusters Score -2094144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -2094144.625000 Penalty: 2949.486816
	Iteration 42Q: 3 clusters Score -2094145 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -2094154.500000 Penalty: 2949.486816
	Iteration 43Q: 3 clusters Score -2094154 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -2094153.500000 Penalty: 2949.486816
	Iteration 44Q: 3 clusters Score -2094154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -2094157.500000 Penalty: 2949.486816
	Iteration 45Q: 3 clusters Score -2094158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -2094157.500000 Penalty: 2949.486816
	Iteration 46Q: 3 clusters Score -2094158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -2094158.250000 Penalty: 2949.486816
	Iteration 47Q: 3 clusters Score -2094158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -2094157.000000 Penalty: 2949.486816
	Iteration 48Q: 3 clusters Score -2094157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -2094157.750000 Penalty: 2949.486816
	Iteration 49Q: 3 clusters Score -2094158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -2094157.750000 Penalty: 2949.486816
	Iteration 50F: 3 clusters Score -2094158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Entering Unmasked Estep 
Score: -124478.359375 Penalty: 1080.156494
	Iteration 0F: 2 clusters Score -124478.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -123033.015625 Penalty: 2160.312988
	Iteration 0F: 3 clusters Score -123033 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -123476.843750 Penalty: 2160.312988
	Iteration 1F: 3 clusters Score -123476.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -123588.953125 Penalty: 2160.312988
	Iteration 2F: 3 clusters Score -123589 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -123655.031250 Penalty: 2160.312988
	Iteration 3Q: 3 clusters Score -123655 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -123697.000000 Penalty: 2160.312988
	Iteration 4Q: 3 clusters Score -123697 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -123726.507812 Penalty: 2160.312988
	Iteration 5Q: 3 clusters Score -123726.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -123752.031250 Penalty: 2160.312988
	Iteration 6Q: 3 clusters Score -123752 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -123768.250000 Penalty: 2160.312988
	Iteration 7Q: 3 clusters Score -123768.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -123777.203125 Penalty: 2160.312988
	Iteration 8Q: 3 clusters Score -123777.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -123783.265625 Penalty: 2160.312988
	Iteration 9Q: 3 clusters Score -123783.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -123785.812500 Penalty: 2160.312988
	Iteration 10Q: 3 clusters Score -123785.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -123788.132812 Penalty: 2160.312988
	Iteration 11Q: 3 clusters Score -123788.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -123791.500000 Penalty: 2160.312988
	Iteration 12Q: 3 clusters Score -123791.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -123794.382812 Penalty: 2160.312988
	Iteration 13Q: 3 clusters Score -123794.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -123796.953125 Penalty: 2160.312988
	Iteration 14Q: 3 clusters Score -123797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -123798.210938 Penalty: 2160.312988
	Iteration 15Q: 3 clusters Score -123798.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -123798.820312 Penalty: 2160.312988
	Iteration 16Q: 3 clusters Score -123798.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -123798.882812 Penalty: 2160.312988
	Iteration 17Q: 3 clusters Score -123798.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -123798.882812 Penalty: 2160.312988
	Iteration 18F: 3 clusters Score -123798.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (201379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201379 members 
Entering Unmasked Estep 
Score: -20186890.000000 Penalty: 1817.286133
	Iteration 0F: 2 clusters Score -2.018689e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100306 members 
Mstep: Class 2 contains 101073 members 
Entering Unmasked Estep 
Score: -20053394.000000 Penalty: 3634.572266
	Iteration 0F: 3 clusters Score -2.005339e+07 nChanged 96821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93863 members 
Mstep: Class 2 contains 107516 members 
Entering Unmasked Estep 
Score: -20110712.000000 Penalty: 3634.572266
	Iteration 1F: 3 clusters Score -2.011071e+07 nChanged 7529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89164 members 
Mstep: Class 2 contains 112215 members 
Entering Unmasked Estep 
Score: -20112972.000000 Penalty: 3634.572266
	Iteration 2Q: 3 clusters Score -2.011297e+07 nChanged 9426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82044 members 
Mstep: Class 2 contains 119335 members 
Entering Unmasked Estep 
Score: -20116942.000000 Penalty: 3634.572266
	Iteration 3Q: 3 clusters Score -2.011694e+07 nChanged 12196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71624 members 
Mstep: Class 2 contains 129755 members 
Entering Unmasked Estep 
Score: -20123774.000000 Penalty: 3634.572266
	Iteration 4F: 3 clusters Score -2.012377e+07 nChanged 15089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57789 members 
Mstep: Class 2 contains 143590 members 
Entering Unmasked Estep 
Score: -20134580.000000 Penalty: 3634.572266
	Iteration 5F: 3 clusters Score -2.013458e+07 nChanged 16748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41797 members 
Mstep: Class 2 contains 159582 members 
Entering Unmasked Estep 
Score: -20148264.000000 Penalty: 3634.572266
	Iteration 6F: 3 clusters Score -2.014826e+07 nChanged 15542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26513 members 
Mstep: Class 2 contains 174866 members 
Entering Unmasked Estep 
Score: -20162324.000000 Penalty: 3634.572266
	Iteration 7F: 3 clusters Score -2.016232e+07 nChanged 11890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 186702 members 
Entering Unmasked Estep 
Score: -20173400.000000 Penalty: 3634.572266
	Iteration 8F: 3 clusters Score -2.01734e+07 nChanged 7427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 194119 members 
Entering Unmasked Estep 
Score: -20179982.000000 Penalty: 3634.572266
	Iteration 9Q: 3 clusters Score -2.017998e+07 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 197996 members 
Entering Unmasked Estep 
Score: -20183384.000000 Penalty: 3634.572266
	Iteration 10Q: 3 clusters Score -2.018338e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 199651 members 
Entering Unmasked Estep 
Score: -20184608.000000 Penalty: 3634.572266
	Iteration 11Q: 3 clusters Score -2.018461e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 200325 members 
Entering Unmasked Estep 
Score: -20185132.000000 Penalty: 3634.572266
	Iteration 12Q: 3 clusters Score -2.018513e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 200579 members 
Entering Unmasked Estep 
Score: -20185360.000000 Penalty: 3634.572266
	Iteration 13Q: 3 clusters Score -2.018536e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 200698 members 
Entering Unmasked Estep 
Score: -20185490.000000 Penalty: 3634.572266
	Iteration 14Q: 3 clusters Score -2.018549e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 200765 members 
Entering Unmasked Estep 
Score: -20185554.000000 Penalty: 3634.572266
	Iteration 15Q: 3 clusters Score -2.018555e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 200800 members 
Entering Unmasked Estep 
Score: -20185610.000000 Penalty: 3634.572266
	Iteration 16Q: 3 clusters Score -2.018561e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 200810 members 
Entering Unmasked Estep 
Score: -20185632.000000 Penalty: 3634.572266
	Iteration 17Q: 3 clusters Score -2.018563e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 200818 members 
Entering Unmasked Estep 
Score: -20185652.000000 Penalty: 3634.572266
	Iteration 18Q: 3 clusters Score -2.018565e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 200822 members 
Entering Unmasked Estep 
Score: -20185658.000000 Penalty: 3634.572266
	Iteration 19Q: 3 clusters Score -2.018566e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 200830 members 
Entering Unmasked Estep 
Score: -20185664.000000 Penalty: 3634.572266
	Iteration 20F: 3 clusters Score -2.018566e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 200830 members 
Entering Unmasked Estep 
Score: -20185674.000000 Penalty: 3634.572266
	Iteration 21Q: 3 clusters Score -2.018567e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 200830 members 
Entering Unmasked Estep 
Score: -20185684.000000 Penalty: 3634.572266
	Iteration 22Q: 3 clusters Score -2.018568e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 200833 members 
Entering Unmasked Estep 
Score: -20185690.000000 Penalty: 3634.572266
	Iteration 23Q: 3 clusters Score -2.018569e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 200837 members 
Entering Unmasked Estep 
Score: -20185696.000000 Penalty: 3634.572266
	Iteration 24Q: 3 clusters Score -2.01857e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 200837 members 
Entering Unmasked Estep 
Score: -20185702.000000 Penalty: 3634.572266
	Iteration 25Q: 3 clusters Score -2.01857e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 200835 members 
Entering Unmasked Estep 
Score: -20185702.000000 Penalty: 3634.572266
	Iteration 26Q: 3 clusters Score -2.01857e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 200836 members 
Entering Unmasked Estep 
Score: -20185698.000000 Penalty: 3634.572266
	Iteration 27Q: 3 clusters Score -2.01857e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 200836 members 
Entering Unmasked Estep 
Score: -20185706.000000 Penalty: 3634.572266
	Iteration 28Q: 3 clusters Score -2.018571e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 200834 members 
Entering Unmasked Estep 
Score: -20185706.000000 Penalty: 3634.572266
	Iteration 29Q: 3 clusters Score -2.018571e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 200833 members 
Entering Unmasked Estep 
Score: -20185710.000000 Penalty: 3634.572266
	Iteration 30Q: 3 clusters Score -2.018571e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 200834 members 
Entering Unmasked Estep 
Score: -20185698.000000 Penalty: 3634.572266
	Iteration 31Q: 3 clusters Score -2.01857e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 200833 members 
Entering Unmasked Estep 
Score: -20185704.000000 Penalty: 3634.572266
	Iteration 32Q: 3 clusters Score -2.01857e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 200832 members 
Entering Unmasked Estep 
Score: -20185714.000000 Penalty: 3634.572266
	Iteration 33Q: 3 clusters Score -2.018571e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 200832 members 
Entering Unmasked Estep 
Score: -20185714.000000 Penalty: 3634.572266
	Iteration 34F: 3 clusters Score -2.018571e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (36045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36045 members 
Entering Unmasked Estep 
Score: -3630204.500000 Penalty: 1561.287476
	Iteration 0F: 2 clusters Score -3630204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -3606560.250000 Penalty: 3122.574951
	Iteration 0F: 3 clusters Score -3606560 nChanged 16545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -3615695.250000 Penalty: 3122.574951
	Iteration 1F: 3 clusters Score -3615695 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -3616232.000000 Penalty: 3122.574951
	Iteration 2Q: 3 clusters Score -3616232 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -3616732.500000 Penalty: 3122.574951
	Iteration 3Q: 3 clusters Score -3616732 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -3617232.250000 Penalty: 3122.574951
	Iteration 4Q: 3 clusters Score -3617232 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -3617771.000000 Penalty: 3122.574951
	Iteration 5Q: 3 clusters Score -3617771 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -3618398.750000 Penalty: 3122.574951
	Iteration 6Q: 3 clusters Score -3618399 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -3619053.500000 Penalty: 3122.574951
	Iteration 7Q: 3 clusters Score -3619054 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -3619796.000000 Penalty: 3122.574951
	Iteration 8Q: 3 clusters Score -3619796 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -3620670.750000 Penalty: 3122.574951
	Iteration 9Q: 3 clusters Score -3620671 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -3621521.750000 Penalty: 3122.574951
	Iteration 10Q: 3 clusters Score -3621522 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -3622414.250000 Penalty: 3122.574951
	Iteration 11Q: 3 clusters Score -3622414 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -3623269.750000 Penalty: 3122.574951
	Iteration 12Q: 3 clusters Score -3623270 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -3624044.750000 Penalty: 3122.574951
	Iteration 13Q: 3 clusters Score -3624045 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -3624742.500000 Penalty: 3122.574951
	Iteration 14Q: 3 clusters Score -3624742 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -3625273.000000 Penalty: 3122.574951
	Iteration 15Q: 3 clusters Score -3625273 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -3625678.500000 Penalty: 3122.574951
	Iteration 16Q: 3 clusters Score -3625678 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -3625927.750000 Penalty: 3122.574951
	Iteration 17Q: 3 clusters Score -3625928 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -3626128.250000 Penalty: 3122.574951
	Iteration 18Q: 3 clusters Score -3626128 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -3626252.750000 Penalty: 3122.574951
	Iteration 19Q: 3 clusters Score -3626253 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -3626391.750000 Penalty: 3122.574951
	Iteration 20F: 3 clusters Score -3626392 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -3626533.250000 Penalty: 3122.574951
	Iteration 21Q: 3 clusters Score -3626533 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -3626625.500000 Penalty: 3122.574951
	Iteration 22Q: 3 clusters Score -3626626 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24040 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -3626724.500000 Penalty: 3122.574951
	Iteration 23Q: 3 clusters Score -3626724 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24277 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -3626793.000000 Penalty: 3122.574951
	Iteration 24Q: 3 clusters Score -3626793 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24508 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -3626908.250000 Penalty: 3122.574951
	Iteration 25Q: 3 clusters Score -3626908 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -3626977.500000 Penalty: 3122.574951
	Iteration 26Q: 3 clusters Score -3626978 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24979 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -3627090.250000 Penalty: 3122.574951
	Iteration 27Q: 3 clusters Score -3627090 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -3627155.500000 Penalty: 3122.574951
	Iteration 28Q: 3 clusters Score -3627156 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25429 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -3627211.750000 Penalty: 3122.574951
	Iteration 29Q: 3 clusters Score -3627212 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25653 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -3627269.250000 Penalty: 3122.574951
	Iteration 30Q: 3 clusters Score -3627269 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25846 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -3627327.750000 Penalty: 3122.574951
	Iteration 31Q: 3 clusters Score -3627328 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -3627370.000000 Penalty: 3122.574951
	Iteration 32Q: 3 clusters Score -3627370 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -3627411.750000 Penalty: 3122.574951
	Iteration 33Q: 3 clusters Score -3627412 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26435 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -3627453.750000 Penalty: 3122.574951
	Iteration 34Q: 3 clusters Score -3627454 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -3627488.000000 Penalty: 3122.574951
	Iteration 35Q: 3 clusters Score -3627488 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -3627515.250000 Penalty: 3122.574951
	Iteration 36Q: 3 clusters Score -3627515 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26952 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -3627536.000000 Penalty: 3122.574951
	Iteration 37Q: 3 clusters Score -3627536 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27111 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -3627559.750000 Penalty: 3122.574951
	Iteration 38Q: 3 clusters Score -3627560 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -3627582.500000 Penalty: 3122.574951
	Iteration 39Q: 3 clusters Score -3627582 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27404 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -3627612.750000 Penalty: 3122.574951
	Iteration 40F: 3 clusters Score -3627613 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27556 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -3627639.000000 Penalty: 3122.574951
	Iteration 41Q: 3 clusters Score -3627639 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27740 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -3627660.000000 Penalty: 3122.574951
	Iteration 42Q: 3 clusters Score -3627660 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27937 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -3627701.250000 Penalty: 3122.574951
	Iteration 43Q: 3 clusters Score -3627701 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28133 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -3627748.500000 Penalty: 3122.574951
	Iteration 44Q: 3 clusters Score -3627748 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28347 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -3627798.500000 Penalty: 3122.574951
	Iteration 45Q: 3 clusters Score -3627798 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28562 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -3627832.000000 Penalty: 3122.574951
	Iteration 46Q: 3 clusters Score -3627832 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28758 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -3627870.000000 Penalty: 3122.574951
	Iteration 47Q: 3 clusters Score -3627870 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28961 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -3627906.500000 Penalty: 3122.574951
	Iteration 48Q: 3 clusters Score -3627906 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29150 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -3627949.250000 Penalty: 3122.574951
	Iteration 49Q: 3 clusters Score -3627949 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29355 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -3627986.500000 Penalty: 3122.574951
	Iteration 50Q: 3 clusters Score -3627986 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29559 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -3628040.500000 Penalty: 3122.574951
	Iteration 51Q: 3 clusters Score -3628040 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29735 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -3628072.250000 Penalty: 3122.574951
	Iteration 52Q: 3 clusters Score -3628072 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29911 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -3628116.500000 Penalty: 3122.574951
	Iteration 53Q: 3 clusters Score -3628116 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30074 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -3628146.750000 Penalty: 3122.574951
	Iteration 54Q: 3 clusters Score -3628147 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30247 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -3628190.000000 Penalty: 3122.574951
	Iteration 55Q: 3 clusters Score -3628190 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30402 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -3628228.500000 Penalty: 3122.574951
	Iteration 56Q: 3 clusters Score -3628228 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30531 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -3628244.000000 Penalty: 3122.574951
	Iteration 57Q: 3 clusters Score -3628244 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30649 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -3628257.000000 Penalty: 3122.574951
	Iteration 58Q: 3 clusters Score -3628257 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30758 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -3628279.250000 Penalty: 3122.574951
	Iteration 59Q: 3 clusters Score -3628279 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30865 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -3628290.750000 Penalty: 3122.574951
	Iteration 60F: 3 clusters Score -3628291 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30975 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -3628299.250000 Penalty: 3122.574951
	Iteration 61Q: 3 clusters Score -3628299 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31094 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -3628334.500000 Penalty: 3122.574951
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 31210 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31312 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31415 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3628383 nChanged 105
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Mstep: Class 1 contains 31520 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 31623 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3628425 nChanged 114
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Mstep: Class 1 contains 31737 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31851 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 32122 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 32259 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3628565 nChanged 134
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Mstep: Class 1 contains 32389 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 32498 members 
Mstep: Class 2 contains 3547 members 
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Mstep: Class 1 contains 32593 members 
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	Iteration 75Q: 3 clusters Score -3628656 nChanged 97
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Mstep: Class 1 contains 32690 members 
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	Iteration 76Q: 3 clusters Score -3628662 nChanged 88
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Mstep: Class 1 contains 32774 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3628695 nChanged 85
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Mstep: Class 1 contains 32857 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3628728 nChanged 65
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Mstep: Class 1 contains 32989 members 
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	Iteration 80F: 3 clusters Score -3628747 nChanged 63
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Mstep: Class 1 contains 33052 members 
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	Iteration 81Q: 3 clusters Score -3628766 nChanged 64
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Mstep: Class 1 contains 33116 members 
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	Iteration 82Q: 3 clusters Score -3628772 nChanged 59
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Mstep: Class 1 contains 33244 members 
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	Iteration 85Q: 3 clusters Score -3628820 nChanged 70
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	Iteration 94Q: 3 clusters Score -3628941 nChanged 37
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Mstep: Class 1 contains 34010 members 
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	Iteration 106Q: 3 clusters Score -3629018 nChanged 16
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	Iteration 108Q: 3 clusters Score -3629026 nChanged 11
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	Iteration 109Q: 3 clusters Score -3629031 nChanged 7
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	Iteration 110Q: 3 clusters Score -3629028 nChanged 4
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	Iteration 111Q: 3 clusters Score -3629031 nChanged 6
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	Iteration 112Q: 3 clusters Score -3629030 nChanged 5
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	Iteration 113Q: 3 clusters Score -3629035 nChanged 8
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	Iteration 114Q: 3 clusters Score -3629037 nChanged 7
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	Iteration 115Q: 3 clusters Score -3629045 nChanged 9
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	Iteration 116Q: 3 clusters Score -3629046 nChanged 16
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	Iteration 117Q: 3 clusters Score -3629050 nChanged 17
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	Iteration 118Q: 3 clusters Score -3629054 nChanged 11
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	Iteration 119Q: 3 clusters Score -3629059 nChanged 11
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	Iteration 120F: 3 clusters Score -3629074 nChanged 13
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	Iteration 121Q: 3 clusters Score -3629071 nChanged 16
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	Iteration 122Q: 3 clusters Score -3629065 nChanged 14
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	Iteration 123Q: 3 clusters Score -3629076 nChanged 8
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	Iteration 124Q: 3 clusters Score -3629078 nChanged 10
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	Iteration 125Q: 3 clusters Score -3629081 nChanged 6
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	Iteration 126Q: 3 clusters Score -3629080 nChanged 9
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	Iteration 127Q: 3 clusters Score -3629084 nChanged 14
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	Iteration 128Q: 3 clusters Score -3629080 nChanged 9
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	Iteration 129Q: 3 clusters Score -3629081 nChanged 9
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	Iteration 130Q: 3 clusters Score -3629085 nChanged 11
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	Iteration 131Q: 3 clusters Score -3629099 nChanged 8
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	Iteration 132Q: 3 clusters Score -3629092 nChanged 4
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	Iteration 133Q: 3 clusters Score -3629094 nChanged 6
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	Iteration 134Q: 3 clusters Score -3629099 nChanged 7
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	Iteration 135Q: 3 clusters Score -3629098 nChanged 9
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	Iteration 136Q: 3 clusters Score -3629095 nChanged 10
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	Iteration 137Q: 3 clusters Score -3629095 nChanged 7
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	Iteration 138Q: 3 clusters Score -3629097 nChanged 10
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	Iteration 139Q: 3 clusters Score -3629101 nChanged 8
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	Iteration 140F: 3 clusters Score -3629101 nChanged 6
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	Iteration 141Q: 3 clusters Score -3629100 nChanged 8
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	Iteration 142Q: 3 clusters Score -3629097 nChanged 4
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	Iteration 143Q: 3 clusters Score -3629096 nChanged 3
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	Iteration 144Q: 3 clusters Score -3629096 nChanged 4
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	Iteration 145Q: 3 clusters Score -3629097 nChanged 8
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	Iteration 146Q: 3 clusters Score -3629099 nChanged 7
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	Iteration 147Q: 3 clusters Score -3629100 nChanged 7
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	Iteration 148Q: 3 clusters Score -3629104 nChanged 1
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	Iteration 149Q: 3 clusters Score -3629107 nChanged 1
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	Iteration 150Q: 3 clusters Score -3629106 nChanged 4
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	Iteration 151Q: 3 clusters Score -3629111 nChanged 4
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	Iteration 152Q: 3 clusters Score -3629113 nChanged 3
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	Iteration 153Q: 3 clusters Score -3629110 nChanged 4
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	Iteration 154Q: 3 clusters Score -3629110 nChanged 2
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Score: -3629109.750000 Penalty: 3122.574951
	Iteration 155Q: 3 clusters Score -3629110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34468 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -3629108.500000 Penalty: 3122.574951
	Iteration 156Q: 3 clusters Score -3629108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34469 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -3629110.750000 Penalty: 3122.574951
	Iteration 157Q: 3 clusters Score -3629111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34471 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -3629106.500000 Penalty: 3122.574951
	Iteration 158Q: 3 clusters Score -3629106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34471 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -3629106.500000 Penalty: 3122.574951
	Iteration 159F: 3 clusters Score -3629106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Entering Unmasked Estep 
Score: -182857.078125 Penalty: 1129.293213
	Iteration 0F: 2 clusters Score -182857.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -181036.234375 Penalty: 2258.586426
	Iteration 0F: 3 clusters Score -181036.2 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -181601.015625 Penalty: 2258.586426
	Iteration 1F: 3 clusters Score -181601 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -181870.015625 Penalty: 2258.586426
	Iteration 2F: 3 clusters Score -181870 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -182144.812500 Penalty: 2258.586426
	Iteration 3F: 3 clusters Score -182144.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -182373.125000 Penalty: 2258.586426
	Iteration 4F: 3 clusters Score -182373.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -182519.953125 Penalty: 2258.586426
	Iteration 5F: 3 clusters Score -182520 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -182609.468750 Penalty: 2258.586426
	Iteration 6Q: 3 clusters Score -182609.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -182657.828125 Penalty: 2258.586426
	Iteration 7Q: 3 clusters Score -182657.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -182691.656250 Penalty: 2258.586426
	Iteration 8Q: 3 clusters Score -182691.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -182719.796875 Penalty: 2258.586426
	Iteration 9Q: 3 clusters Score -182719.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -182738.765625 Penalty: 2258.586426
	Iteration 10Q: 3 clusters Score -182738.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -182745.078125 Penalty: 2258.586426
	Iteration 11Q: 3 clusters Score -182745.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -182749.359375 Penalty: 2258.586426
	Iteration 12Q: 3 clusters Score -182749.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -182760.531250 Penalty: 2258.586426
	Iteration 13Q: 3 clusters Score -182760.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -182770.812500 Penalty: 2258.586426
	Iteration 14Q: 3 clusters Score -182770.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -182776.984375 Penalty: 2258.586426
	Iteration 15Q: 3 clusters Score -182777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -182781.078125 Penalty: 2258.586426
	Iteration 16Q: 3 clusters Score -182781.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -182783.437500 Penalty: 2258.586426
	Iteration 17Q: 3 clusters Score -182783.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -182787.640625 Penalty: 2258.586426
	Iteration 18Q: 3 clusters Score -182787.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -182790.296875 Penalty: 2258.586426
	Iteration 19Q: 3 clusters Score -182790.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -182792.828125 Penalty: 2258.586426
	Iteration 20F: 3 clusters Score -182792.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -182796.750000 Penalty: 2258.586426
	Iteration 21Q: 3 clusters Score -182796.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -182802.843750 Penalty: 2258.586426
	Iteration 22Q: 3 clusters Score -182802.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -182809.437500 Penalty: 2258.586426
	Iteration 23Q: 3 clusters Score -182809.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -182812.875000 Penalty: 2258.586426
	Iteration 24Q: 3 clusters Score -182812.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -182815.390625 Penalty: 2258.586426
	Iteration 25Q: 3 clusters Score -182815.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -182816.734375 Penalty: 2258.586426
	Iteration 26Q: 3 clusters Score -182816.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -182817.531250 Penalty: 2258.586426
	Iteration 27Q: 3 clusters Score -182817.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -182819.828125 Penalty: 2258.586426
	Iteration 28Q: 3 clusters Score -182819.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -182820.187500 Penalty: 2258.586426
	Iteration 29Q: 3 clusters Score -182820.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -182820.187500 Penalty: 2258.586426
	Iteration 30F: 3 clusters Score -182820.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Entering Unmasked Estep 
Score: -638197.937500 Penalty: 1308.917847
	Iteration 0F: 2 clusters Score -638197.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -633527.250000 Penalty: 2617.835693
	Iteration 0F: 3 clusters Score -633527.2 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -635107.437500 Penalty: 2617.835693
	Iteration 1F: 3 clusters Score -635107.4 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -635387.562500 Penalty: 2617.835693
	Iteration 2F: 3 clusters Score -635387.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -635572.312500 Penalty: 2617.835693
	Iteration 3F: 3 clusters Score -635572.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -635705.687500 Penalty: 2617.835693
	Iteration 4Q: 3 clusters Score -635705.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -635799.562500 Penalty: 2617.835693
	Iteration 5Q: 3 clusters Score -635799.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -635875.437500 Penalty: 2617.835693
	Iteration 6Q: 3 clusters Score -635875.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -635965.875000 Penalty: 2617.835693
	Iteration 7Q: 3 clusters Score -635965.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -636045.562500 Penalty: 2617.835693
	Iteration 8Q: 3 clusters Score -636045.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -636129.750000 Penalty: 2617.835693
	Iteration 9Q: 3 clusters Score -636129.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -636218.312500 Penalty: 2617.835693
	Iteration 10Q: 3 clusters Score -636218.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -636334.937500 Penalty: 2617.835693
	Iteration 11Q: 3 clusters Score -636334.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -636437.875000 Penalty: 2617.835693
	Iteration 12Q: 3 clusters Score -636437.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -636551.562500 Penalty: 2617.835693
	Iteration 13Q: 3 clusters Score -636551.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -636644.500000 Penalty: 2617.835693
	Iteration 14Q: 3 clusters Score -636644.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -636748.500000 Penalty: 2617.835693
	Iteration 15Q: 3 clusters Score -636748.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -636873.062500 Penalty: 2617.835693
	Iteration 16Q: 3 clusters Score -636873.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -637005.500000 Penalty: 2617.835693
	Iteration 17Q: 3 clusters Score -637005.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -637150.125000 Penalty: 2617.835693
	Iteration 18Q: 3 clusters Score -637150.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -637261.875000 Penalty: 2617.835693
	Iteration 19Q: 3 clusters Score -637261.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -637350.812500 Penalty: 2617.835693
	Iteration 20F: 3 clusters Score -637350.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -637421.687500 Penalty: 2617.835693
	Iteration 21Q: 3 clusters Score -637421.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -637465.250000 Penalty: 2617.835693
	Iteration 22Q: 3 clusters Score -637465.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -637489.125000 Penalty: 2617.835693
	Iteration 23Q: 3 clusters Score -637489.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -637506.625000 Penalty: 2617.835693
	Iteration 24Q: 3 clusters Score -637506.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -637518.000000 Penalty: 2617.835693
	Iteration 25Q: 3 clusters Score -637518 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -637531.125000 Penalty: 2617.835693
	Iteration 26Q: 3 clusters Score -637531.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -637545.125000 Penalty: 2617.835693
	Iteration 27Q: 3 clusters Score -637545.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -637554.062500 Penalty: 2617.835693
	Iteration 28Q: 3 clusters Score -637554.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -637560.875000 Penalty: 2617.835693
	Iteration 29Q: 3 clusters Score -637560.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -637566.500000 Penalty: 2617.835693
	Iteration 30Q: 3 clusters Score -637566.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -637572.187500 Penalty: 2617.835693
	Iteration 31Q: 3 clusters Score -637572.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -637574.812500 Penalty: 2617.835693
	Iteration 32Q: 3 clusters Score -637574.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -637577.000000 Penalty: 2617.835693
	Iteration 33Q: 3 clusters Score -637577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -637579.187500 Penalty: 2617.835693
	Iteration 34Q: 3 clusters Score -637579.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -637578.187500 Penalty: 2617.835693
	Iteration 35Q: 3 clusters Score -637578.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -637578.187500 Penalty: 2617.835693
	Iteration 36F: 3 clusters Score -637578.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Entering Unmasked Estep 
Score: -138584.093750 Penalty: 1103.735962
	Iteration 0F: 2 clusters Score -138584.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -136967.953125 Penalty: 2207.471924
	Iteration 0F: 3 clusters Score -136968 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -137452.187500 Penalty: 2207.471924
	Iteration 1F: 3 clusters Score -137452.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -137624.265625 Penalty: 2207.471924
	Iteration 2F: 3 clusters Score -137624.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -137713.609375 Penalty: 2207.471924
	Iteration 3Q: 3 clusters Score -137713.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -137763.875000 Penalty: 2207.471924
	Iteration 4Q: 3 clusters Score -137763.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -137791.125000 Penalty: 2207.471924
	Iteration 5Q: 3 clusters Score -137791.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -137822.984375 Penalty: 2207.471924
	Iteration 6Q: 3 clusters Score -137823 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -137860.593750 Penalty: 2207.471924
	Iteration 7Q: 3 clusters Score -137860.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -137889.687500 Penalty: 2207.471924
	Iteration 8Q: 3 clusters Score -137889.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -137909.578125 Penalty: 2207.471924
	Iteration 9Q: 3 clusters Score -137909.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -137925.671875 Penalty: 2207.471924
	Iteration 10Q: 3 clusters Score -137925.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -137937.453125 Penalty: 2207.471924
	Iteration 11Q: 3 clusters Score -137937.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -137949.234375 Penalty: 2207.471924
	Iteration 12Q: 3 clusters Score -137949.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -137955.843750 Penalty: 2207.471924
	Iteration 13Q: 3 clusters Score -137955.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -137963.453125 Penalty: 2207.471924
	Iteration 14Q: 3 clusters Score -137963.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -137967.203125 Penalty: 2207.471924
	Iteration 15Q: 3 clusters Score -137967.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -137974.656250 Penalty: 2207.471924
	Iteration 16Q: 3 clusters Score -137974.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -137975.578125 Penalty: 2207.471924
	Iteration 17Q: 3 clusters Score -137975.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -137975.875000 Penalty: 2207.471924
	Iteration 18Q: 3 clusters Score -137975.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -137976.250000 Penalty: 2207.471924
	Iteration 19Q: 3 clusters Score -137976.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -137977.000000 Penalty: 2207.471924
	Iteration 20F: 3 clusters Score -137977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (34782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34782 members 
Entering Unmasked Estep 
Score: -3618208.750000 Penalty: 1555.979980
	Iteration 0F: 2 clusters Score -3618209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -3595580.000000 Penalty: 3111.959961
	Iteration 0F: 3 clusters Score -3595580 nChanged 15772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -3604263.500000 Penalty: 3111.959961
	Iteration 1F: 3 clusters Score -3604264 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -3604775.750000 Penalty: 3111.959961
	Iteration 2Q: 3 clusters Score -3604776 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -3605214.750000 Penalty: 3111.959961
	Iteration 3Q: 3 clusters Score -3605215 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -3605633.500000 Penalty: 3111.959961
	Iteration 4Q: 3 clusters Score -3605634 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -3606025.750000 Penalty: 3111.959961
	Iteration 5Q: 3 clusters Score -3606026 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -3606494.750000 Penalty: 3111.959961
	Iteration 6Q: 3 clusters Score -3606495 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -3607071.500000 Penalty: 3111.959961
	Iteration 7Q: 3 clusters Score -3607072 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -3607742.500000 Penalty: 3111.959961
	Iteration 8Q: 3 clusters Score -3607742 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -3608568.500000 Penalty: 3111.959961
	Iteration 9Q: 3 clusters Score -3608568 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -3609603.750000 Penalty: 3111.959961
	Iteration 10Q: 3 clusters Score -3609604 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -3610763.750000 Penalty: 3111.959961
	Iteration 11F: 3 clusters Score -3610764 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -3611746.000000 Penalty: 3111.959961
	Iteration 12Q: 3 clusters Score -3611746 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -3612308.500000 Penalty: 3111.959961
	Iteration 13Q: 3 clusters Score -3612308 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -3612618.750000 Penalty: 3111.959961
	Iteration 14Q: 3 clusters Score -3612619 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -3612748.750000 Penalty: 3111.959961
	Iteration 15Q: 3 clusters Score -3612749 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -3612830.000000 Penalty: 3111.959961
	Iteration 16Q: 3 clusters Score -3612830 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -3612892.250000 Penalty: 3111.959961
	Iteration 17Q: 3 clusters Score -3612892 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -3612943.750000 Penalty: 3111.959961
	Iteration 18Q: 3 clusters Score -3612944 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -3613001.500000 Penalty: 3111.959961
	Iteration 19Q: 3 clusters Score -3613002 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -3613054.000000 Penalty: 3111.959961
	Iteration 20F: 3 clusters Score -3613054 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -3613091.750000 Penalty: 3111.959961
	Iteration 21Q: 3 clusters Score -3613092 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -3613156.500000 Penalty: 3111.959961
	Iteration 22Q: 3 clusters Score -3613156 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -3613199.250000 Penalty: 3111.959961
	Iteration 23Q: 3 clusters Score -3613199 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -3613261.250000 Penalty: 3111.959961
	Iteration 24Q: 3 clusters Score -3613261 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -3613303.500000 Penalty: 3111.959961
	Iteration 25Q: 3 clusters Score -3613304 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
Score: -3613372.750000 Penalty: 3111.959961
	Iteration 26Q: 3 clusters Score -3613373 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
Score: -3613430.500000 Penalty: 3111.959961
	Iteration 27Q: 3 clusters Score -3613430 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 21750 members 
Entering Unmasked Estep 
Score: -3613502.500000 Penalty: 3111.959961
	Iteration 28Q: 3 clusters Score -3613502 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -3613551.500000 Penalty: 3111.959961
	Iteration 29Q: 3 clusters Score -3613552 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 22369 members 
Entering Unmasked Estep 
Score: -3613638.000000 Penalty: 3111.959961
	Iteration 30Q: 3 clusters Score -3613638 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -3613728.500000 Penalty: 3111.959961
	Iteration 31Q: 3 clusters Score -3613728 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -3613845.750000 Penalty: 3111.959961
	Iteration 32Q: 3 clusters Score -3613846 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -3613958.000000 Penalty: 3111.959961
	Iteration 33Q: 3 clusters Score -3613958 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
Score: -3614103.250000 Penalty: 3111.959961
	Iteration 34Q: 3 clusters Score -3614103 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 24220 members 
Entering Unmasked Estep 
Score: -3614237.500000 Penalty: 3111.959961
	Iteration 35Q: 3 clusters Score -3614238 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -3614375.000000 Penalty: 3111.959961
	Iteration 36Q: 3 clusters Score -3614375 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -3614547.000000 Penalty: 3111.959961
	Iteration 37Q: 3 clusters Score -3614547 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
Score: -3614719.000000 Penalty: 3111.959961
	Iteration 38Q: 3 clusters Score -3614719 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 25902 members 
Entering Unmasked Estep 
Score: -3614901.000000 Penalty: 3111.959961
	Iteration 39Q: 3 clusters Score -3614901 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 26269 members 
Entering Unmasked Estep 
Score: -3615051.000000 Penalty: 3111.959961
	Iteration 40F: 3 clusters Score -3615051 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 26647 members 
Entering Unmasked Estep 
Score: -3615207.750000 Penalty: 3111.959961
	Iteration 41Q: 3 clusters Score -3615208 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 26992 members 
Entering Unmasked Estep 
Score: -3615342.250000 Penalty: 3111.959961
	Iteration 42Q: 3 clusters Score -3615342 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 27300 members 
Entering Unmasked Estep 
Score: -3615440.500000 Penalty: 3111.959961
	Iteration 43Q: 3 clusters Score -3615440 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
Score: -3615537.000000 Penalty: 3111.959961
	Iteration 44Q: 3 clusters Score -3615537 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 27840 members 
Entering Unmasked Estep 
Score: -3615613.250000 Penalty: 3111.959961
	Iteration 45Q: 3 clusters Score -3615613 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 28069 members 
Entering Unmasked Estep 
Score: -3615686.750000 Penalty: 3111.959961
	Iteration 46Q: 3 clusters Score -3615687 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 28271 members 
Entering Unmasked Estep 
Score: -3615726.000000 Penalty: 3111.959961
	Iteration 47Q: 3 clusters Score -3615726 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 28468 members 
Entering Unmasked Estep 
Score: -3615781.250000 Penalty: 3111.959961
	Iteration 48Q: 3 clusters Score -3615781 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 28663 members 
Entering Unmasked Estep 
Score: -3615830.000000 Penalty: 3111.959961
	Iteration 49Q: 3 clusters Score -3615830 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 28827 members 
Entering Unmasked Estep 
Score: -3615880.750000 Penalty: 3111.959961
	Iteration 50Q: 3 clusters Score -3615881 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 28983 members 
Entering Unmasked Estep 
Score: -3615897.750000 Penalty: 3111.959961
	Iteration 51Q: 3 clusters Score -3615898 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 29136 members 
Entering Unmasked Estep 
Score: -3615929.250000 Penalty: 3111.959961
	Iteration 52Q: 3 clusters Score -3615929 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 29294 members 
Entering Unmasked Estep 
Score: -3615971.250000 Penalty: 3111.959961
	Iteration 53Q: 3 clusters Score -3615971 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 29439 members 
Entering Unmasked Estep 
Score: -3616000.250000 Penalty: 3111.959961
	Iteration 54Q: 3 clusters Score -3616000 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 29565 members 
Entering Unmasked Estep 
Score: -3616024.750000 Penalty: 3111.959961
	Iteration 55Q: 3 clusters Score -3616025 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 29683 members 
Entering Unmasked Estep 
Score: -3616060.250000 Penalty: 3111.959961
	Iteration 56Q: 3 clusters Score -3616060 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 29798 members 
Entering Unmasked Estep 
Score: -3616078.500000 Penalty: 3111.959961
	Iteration 57Q: 3 clusters Score -3616078 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 29911 members 
Entering Unmasked Estep 
Score: -3616113.500000 Penalty: 3111.959961
	Iteration 58Q: 3 clusters Score -3616114 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 30026 members 
Entering Unmasked Estep 
Score: -3616129.250000 Penalty: 3111.959961
	Iteration 59Q: 3 clusters Score -3616129 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 30138 members 
Entering Unmasked Estep 
Score: -3616143.750000 Penalty: 3111.959961
	Iteration 60F: 3 clusters Score -3616144 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 30249 members 
Entering Unmasked Estep 
Score: -3616165.750000 Penalty: 3111.959961
	Iteration 61Q: 3 clusters Score -3616166 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 30365 members 
Entering Unmasked Estep 
Score: -3616196.750000 Penalty: 3111.959961
	Iteration 62Q: 3 clusters Score -3616197 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 30474 members 
Entering Unmasked Estep 
Score: -3616226.750000 Penalty: 3111.959961
	Iteration 63Q: 3 clusters Score -3616227 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 30592 members 
Entering Unmasked Estep 
Score: -3616263.750000 Penalty: 3111.959961
	Iteration 64Q: 3 clusters Score -3616264 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 30720 members 
Entering Unmasked Estep 
Score: -3616285.750000 Penalty: 3111.959961
	Iteration 65Q: 3 clusters Score -3616286 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 30847 members 
Entering Unmasked Estep 
Score: -3616316.250000 Penalty: 3111.959961
	Iteration 66Q: 3 clusters Score -3616316 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 30976 members 
Entering Unmasked Estep 
Score: -3616362.000000 Penalty: 3111.959961
	Iteration 67Q: 3 clusters Score -3616362 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 31098 members 
Entering Unmasked Estep 
Score: -3616404.750000 Penalty: 3111.959961
	Iteration 68Q: 3 clusters Score -3616405 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 31236 members 
Entering Unmasked Estep 
Score: -3616436.250000 Penalty: 3111.959961
	Iteration 69Q: 3 clusters Score -3616436 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 31378 members 
Entering Unmasked Estep 
Score: -3616491.250000 Penalty: 3111.959961
	Iteration 70Q: 3 clusters Score -3616491 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 31512 members 
Entering Unmasked Estep 
Score: -3616525.250000 Penalty: 3111.959961
	Iteration 71Q: 3 clusters Score -3616525 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 31623 members 
Entering Unmasked Estep 
Score: -3616556.000000 Penalty: 3111.959961
	Iteration 72Q: 3 clusters Score -3616556 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 31704 members 
Entering Unmasked Estep 
Score: -3616573.000000 Penalty: 3111.959961
	Iteration 73Q: 3 clusters Score -3616573 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 31777 members 
Entering Unmasked Estep 
Score: -3616573.250000 Penalty: 3111.959961
	Iteration 74Q: 3 clusters Score -3616573 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 31858 members 
Entering Unmasked Estep 
Score: -3616604.250000 Penalty: 3111.959961
	Iteration 75Q: 3 clusters Score -3616604 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 31929 members 
Entering Unmasked Estep 
Score: -3616624.750000 Penalty: 3111.959961
	Iteration 76Q: 3 clusters Score -3616625 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 31988 members 
Entering Unmasked Estep 
Score: -3616638.500000 Penalty: 3111.959961
	Iteration 77Q: 3 clusters Score -3616638 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 32038 members 
Entering Unmasked Estep 
Score: -3616647.250000 Penalty: 3111.959961
	Iteration 78Q: 3 clusters Score -3616647 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 32083 members 
Entering Unmasked Estep 
Score: -3616658.000000 Penalty: 3111.959961
	Iteration 79Q: 3 clusters Score -3616658 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 32131 members 
Entering Unmasked Estep 
Score: -3616667.750000 Penalty: 3111.959961
	Iteration 80F: 3 clusters Score -3616668 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 32186 members 
Entering Unmasked Estep 
Score: -3616685.750000 Penalty: 3111.959961
	Iteration 81Q: 3 clusters Score -3616686 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 32249 members 
Entering Unmasked Estep 
Score: -3616696.250000 Penalty: 3111.959961
	Iteration 82Q: 3 clusters Score -3616696 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 32298 members 
Entering Unmasked Estep 
Score: -3616707.250000 Penalty: 3111.959961
	Iteration 83Q: 3 clusters Score -3616707 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 32333 members 
Entering Unmasked Estep 
Score: -3616716.000000 Penalty: 3111.959961
	Iteration 84Q: 3 clusters Score -3616716 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 32367 members 
Entering Unmasked Estep 
Score: -3616730.000000 Penalty: 3111.959961
	Iteration 85Q: 3 clusters Score -3616730 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 32406 members 
Entering Unmasked Estep 
Score: -3616748.000000 Penalty: 3111.959961
	Iteration 86Q: 3 clusters Score -3616748 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 32447 members 
Entering Unmasked Estep 
Score: -3616771.000000 Penalty: 3111.959961
	Iteration 87Q: 3 clusters Score -3616771 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 32487 members 
Entering Unmasked Estep 
Score: -3616785.750000 Penalty: 3111.959961
	Iteration 88Q: 3 clusters Score -3616786 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 32538 members 
Entering Unmasked Estep 
Score: -3616805.250000 Penalty: 3111.959961
	Iteration 89Q: 3 clusters Score -3616805 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 32582 members 
Entering Unmasked Estep 
Score: -3616809.750000 Penalty: 3111.959961
	Iteration 90Q: 3 clusters Score -3616810 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 32630 members 
Entering Unmasked Estep 
Score: -3616828.750000 Penalty: 3111.959961
	Iteration 91Q: 3 clusters Score -3616829 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 32690 members 
Entering Unmasked Estep 
Score: -3616856.500000 Penalty: 3111.959961
	Iteration 92Q: 3 clusters Score -3616856 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 32740 members 
Entering Unmasked Estep 
Score: -3616862.250000 Penalty: 3111.959961
	Iteration 93Q: 3 clusters Score -3616862 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 32779 members 
Entering Unmasked Estep 
Score: -3616872.500000 Penalty: 3111.959961
	Iteration 94Q: 3 clusters Score -3616872 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 32817 members 
Entering Unmasked Estep 
Score: -3616885.000000 Penalty: 3111.959961
	Iteration 95Q: 3 clusters Score -3616885 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -3616894.250000 Penalty: 3111.959961
	Iteration 96Q: 3 clusters Score -3616894 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 32872 members 
Entering Unmasked Estep 
Score: -3616889.750000 Penalty: 3111.959961
	Iteration 97Q: 3 clusters Score -3616890 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 32894 members 
Entering Unmasked Estep 
Score: -3616899.500000 Penalty: 3111.959961
	Iteration 98Q: 3 clusters Score -3616900 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 32915 members 
Entering Unmasked Estep 
Score: -3616908.750000 Penalty: 3111.959961
	Iteration 99Q: 3 clusters Score -3616909 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 32942 members 
Entering Unmasked Estep 
Score: -3616910.750000 Penalty: 3111.959961
	Iteration 100F: 3 clusters Score -3616911 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 32964 members 
Entering Unmasked Estep 
Score: -3616924.000000 Penalty: 3111.959961
	Iteration 101Q: 3 clusters Score -3616924 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 32986 members 
Entering Unmasked Estep 
Score: -3616930.750000 Penalty: 3111.959961
	Iteration 102Q: 3 clusters Score -3616931 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 33011 members 
Entering Unmasked Estep 
Score: -3616943.500000 Penalty: 3111.959961
	Iteration 103Q: 3 clusters Score -3616944 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 33046 members 
Entering Unmasked Estep 
Score: -3616947.500000 Penalty: 3111.959961
	Iteration 104Q: 3 clusters Score -3616948 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 33081 members 
Entering Unmasked Estep 
Score: -3616960.750000 Penalty: 3111.959961
	Iteration 105Q: 3 clusters Score -3616961 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 33108 members 
Entering Unmasked Estep 
Score: -3616957.750000 Penalty: 3111.959961
	Iteration 106Q: 3 clusters Score -3616958 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 33139 members 
Entering Unmasked Estep 
Score: -3616976.750000 Penalty: 3111.959961
	Iteration 107Q: 3 clusters Score -3616977 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 33168 members 
Entering Unmasked Estep 
Score: -3616981.750000 Penalty: 3111.959961
	Iteration 108Q: 3 clusters Score -3616982 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 33191 members 
Entering Unmasked Estep 
Score: -3616993.000000 Penalty: 3111.959961
	Iteration 109Q: 3 clusters Score -3616993 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 33211 members 
Entering Unmasked Estep 
Score: -3616997.250000 Penalty: 3111.959961
	Iteration 110Q: 3 clusters Score -3616997 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 33232 members 
Entering Unmasked Estep 
Score: -3617011.750000 Penalty: 3111.959961
	Iteration 111Q: 3 clusters Score -3617012 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 33258 members 
Entering Unmasked Estep 
Score: -3617016.500000 Penalty: 3111.959961
	Iteration 112Q: 3 clusters Score -3617016 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 33280 members 
Entering Unmasked Estep 
Score: -3617023.250000 Penalty: 3111.959961
	Iteration 113Q: 3 clusters Score -3617023 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 33304 members 
Entering Unmasked Estep 
Score: -3617029.250000 Penalty: 3111.959961
	Iteration 114Q: 3 clusters Score -3617029 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 33330 members 
Entering Unmasked Estep 
Score: -3617035.750000 Penalty: 3111.959961
	Iteration 115Q: 3 clusters Score -3617036 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 33347 members 
Entering Unmasked Estep 
Score: -3617044.250000 Penalty: 3111.959961
	Iteration 116Q: 3 clusters Score -3617044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 33360 members 
Entering Unmasked Estep 
Score: -3617047.250000 Penalty: 3111.959961
	Iteration 117Q: 3 clusters Score -3617047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 33369 members 
Entering Unmasked Estep 
Score: -3617054.000000 Penalty: 3111.959961
	Iteration 118Q: 3 clusters Score -3617054 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 33386 members 
Entering Unmasked Estep 
Score: -3617068.750000 Penalty: 3111.959961
	Iteration 119Q: 3 clusters Score -3617069 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 33397 members 
Entering Unmasked Estep 
Score: -3617069.250000 Penalty: 3111.959961
	Iteration 120F: 3 clusters Score -3617069 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 33411 members 
Entering Unmasked Estep 
Score: -3617077.750000 Penalty: 3111.959961
	Iteration 121Q: 3 clusters Score -3617078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 33430 members 
Entering Unmasked Estep 
Score: -3617087.000000 Penalty: 3111.959961
	Iteration 122Q: 3 clusters Score -3617087 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 33445 members 
Entering Unmasked Estep 
Score: -3617091.500000 Penalty: 3111.959961
	Iteration 123Q: 3 clusters Score -3617092 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 33459 members 
Entering Unmasked Estep 
Score: -3617101.500000 Penalty: 3111.959961
	Iteration 124Q: 3 clusters Score -3617102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 33468 members 
Entering Unmasked Estep 
Score: -3617102.500000 Penalty: 3111.959961
	Iteration 125Q: 3 clusters Score -3617102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 33477 members 
Entering Unmasked Estep 
Score: -3617110.500000 Penalty: 3111.959961
	Iteration 126Q: 3 clusters Score -3617110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 33487 members 
Entering Unmasked Estep 
Score: -3617111.250000 Penalty: 3111.959961
	Iteration 127Q: 3 clusters Score -3617111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 33493 members 
Entering Unmasked Estep 
Score: -3617107.750000 Penalty: 3111.959961
	Iteration 128Q: 3 clusters Score -3617108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 33500 members 
Entering Unmasked Estep 
Score: -3617113.750000 Penalty: 3111.959961
	Iteration 129Q: 3 clusters Score -3617114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 33512 members 
Entering Unmasked Estep 
Score: -3617121.500000 Penalty: 3111.959961
	Iteration 130Q: 3 clusters Score -3617122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 33516 members 
Entering Unmasked Estep 
Score: -3617123.500000 Penalty: 3111.959961
	Iteration 131Q: 3 clusters Score -3617124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 33519 members 
Entering Unmasked Estep 
Score: -3617123.750000 Penalty: 3111.959961
	Iteration 132Q: 3 clusters Score -3617124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 33523 members 
Entering Unmasked Estep 
Score: -3617126.000000 Penalty: 3111.959961
	Iteration 133Q: 3 clusters Score -3617126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 33527 members 
Entering Unmasked Estep 
Score: -3617128.250000 Penalty: 3111.959961
	Iteration 134Q: 3 clusters Score -3617128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 33530 members 
Entering Unmasked Estep 
Score: -3617127.000000 Penalty: 3111.959961
	Iteration 135Q: 3 clusters Score -3617127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 33535 members 
Entering Unmasked Estep 
Score: -3617125.000000 Penalty: 3111.959961
	Iteration 136Q: 3 clusters Score -3617125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 33537 members 
Entering Unmasked Estep 
Score: -3617130.750000 Penalty: 3111.959961
	Iteration 137Q: 3 clusters Score -3617131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 33538 members 
Entering Unmasked Estep 
Score: -3617130.250000 Penalty: 3111.959961
	Iteration 138Q: 3 clusters Score -3617130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 33542 members 
Entering Unmasked Estep 
Score: -3617133.500000 Penalty: 3111.959961
	Iteration 139Q: 3 clusters Score -3617134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 33544 members 
Entering Unmasked Estep 
Score: -3617139.000000 Penalty: 3111.959961
	Iteration 140F: 3 clusters Score -3617139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 33548 members 
Entering Unmasked Estep 
Score: -3617137.000000 Penalty: 3111.959961
	Iteration 141Q: 3 clusters Score -3617137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 33548 members 
Entering Unmasked Estep 
Score: -3617134.500000 Penalty: 3111.959961
	Iteration 142Q: 3 clusters Score -3617134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 33549 members 
Entering Unmasked Estep 
Score: -3617135.000000 Penalty: 3111.959961
	Iteration 143Q: 3 clusters Score -3617135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 33550 members 
Entering Unmasked Estep 
Score: -3617135.000000 Penalty: 3111.959961
	Iteration 144Q: 3 clusters Score -3617135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 33551 members 
Entering Unmasked Estep 
Score: -3617134.000000 Penalty: 3111.959961
	Iteration 145Q: 3 clusters Score -3617134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 33551 members 
Entering Unmasked Estep 
Score: -3617134.000000 Penalty: 3111.959961
	Iteration 146F: 3 clusters Score -3617134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -672139.312500 Penalty: 1304.439575
	Iteration 0F: 2 clusters Score -672139.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -667587.625000 Penalty: 2608.879150
	Iteration 0F: 3 clusters Score -667587.6 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -668936.000000 Penalty: 2608.879150
	Iteration 1F: 3 clusters Score -668936 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -669180.500000 Penalty: 2608.879150
	Iteration 2F: 3 clusters Score -669180.5 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -669359.250000 Penalty: 2608.879150
	Iteration 3F: 3 clusters Score -669359.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -669520.687500 Penalty: 2608.879150
	Iteration 4Q: 3 clusters Score -669520.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -669671.125000 Penalty: 2608.879150
	Iteration 5Q: 3 clusters Score -669671.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -669808.687500 Penalty: 2608.879150
	Iteration 6Q: 3 clusters Score -669808.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -669933.625000 Penalty: 2608.879150
	Iteration 7Q: 3 clusters Score -669933.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -670059.687500 Penalty: 2608.879150
	Iteration 8Q: 3 clusters Score -670059.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -670191.187500 Penalty: 2608.879150
	Iteration 9Q: 3 clusters Score -670191.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -670322.812500 Penalty: 2608.879150
	Iteration 10Q: 3 clusters Score -670322.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -670443.750000 Penalty: 2608.879150
	Iteration 11Q: 3 clusters Score -670443.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -670540.937500 Penalty: 2608.879150
	Iteration 12Q: 3 clusters Score -670540.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -670612.812500 Penalty: 2608.879150
	Iteration 13Q: 3 clusters Score -670612.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -670670.562500 Penalty: 2608.879150
	Iteration 14Q: 3 clusters Score -670670.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -670723.000000 Penalty: 2608.879150
	Iteration 15Q: 3 clusters Score -670723 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -670767.187500 Penalty: 2608.879150
	Iteration 16Q: 3 clusters Score -670767.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -670800.562500 Penalty: 2608.879150
	Iteration 17Q: 3 clusters Score -670800.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -670830.250000 Penalty: 2608.879150
	Iteration 18Q: 3 clusters Score -670830.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -670848.875000 Penalty: 2608.879150
	Iteration 19Q: 3 clusters Score -670848.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -670861.812500 Penalty: 2608.879150
	Iteration 20F: 3 clusters Score -670861.8 nChanged 33
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: -670873.437500 Penalty: 2608.879150
	Iteration 21Q: 3 clusters Score -670873.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -670886.125000 Penalty: 2608.879150
	Iteration 22Q: 3 clusters Score -670886.1 nChanged 41
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: -670902.500000 Penalty: 2608.879150
	Iteration 23Q: 3 clusters Score -670902.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -670924.312500 Penalty: 2608.879150
	Iteration 24Q: 3 clusters Score -670924.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -670944.500000 Penalty: 2608.879150
	Iteration 25Q: 3 clusters Score -670944.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -670962.687500 Penalty: 2608.879150
	Iteration 26Q: 3 clusters Score -670962.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -670972.750000 Penalty: 2608.879150
	Iteration 27Q: 3 clusters Score -670972.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -670983.812500 Penalty: 2608.879150
	Iteration 28Q: 3 clusters Score -670983.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -670994.750000 Penalty: 2608.879150
	Iteration 29Q: 3 clusters Score -670994.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -671005.750000 Penalty: 2608.879150
	Iteration 30Q: 3 clusters Score -671005.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -671016.125000 Penalty: 2608.879150
	Iteration 31Q: 3 clusters Score -671016.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -671031.750000 Penalty: 2608.879150
	Iteration 32Q: 3 clusters Score -671031.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -671043.562500 Penalty: 2608.879150
	Iteration 33Q: 3 clusters Score -671043.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -671050.750000 Penalty: 2608.879150
	Iteration 34Q: 3 clusters Score -671050.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -671059.500000 Penalty: 2608.879150
	Iteration 35Q: 3 clusters Score -671059.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -671067.187500 Penalty: 2608.879150
	Iteration 36Q: 3 clusters Score -671067.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -671067.375000 Penalty: 2608.879150
	Iteration 37Q: 3 clusters Score -671067.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -671070.562500 Penalty: 2608.879150
	Iteration 38Q: 3 clusters Score -671070.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -671073.562500 Penalty: 2608.879150
	Iteration 39Q: 3 clusters Score -671073.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -671081.375000 Penalty: 2608.879150
	Iteration 40F: 3 clusters Score -671081.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -671082.187500 Penalty: 2608.879150
	Iteration 41Q: 3 clusters Score -671082.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -671087.125000 Penalty: 2608.879150
	Iteration 42Q: 3 clusters Score -671087.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -671092.812500 Penalty: 2608.879150
	Iteration 43Q: 3 clusters Score -671092.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -671099.500000 Penalty: 2608.879150
	Iteration 44Q: 3 clusters Score -671099.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -671103.625000 Penalty: 2608.879150
	Iteration 45Q: 3 clusters Score -671103.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -671109.437500 Penalty: 2608.879150
	Iteration 46Q: 3 clusters Score -671109.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -671112.812500 Penalty: 2608.879150
	Iteration 47Q: 3 clusters Score -671112.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -671117.250000 Penalty: 2608.879150
	Iteration 48Q: 3 clusters Score -671117.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -671121.125000 Penalty: 2608.879150
	Iteration 49Q: 3 clusters Score -671121.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -671125.312500 Penalty: 2608.879150
	Iteration 50Q: 3 clusters Score -671125.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -671130.625000 Penalty: 2608.879150
	Iteration 51Q: 3 clusters Score -671130.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -671131.875000 Penalty: 2608.879150
	Iteration 52Q: 3 clusters Score -671131.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -671131.250000 Penalty: 2608.879150
	Iteration 53Q: 3 clusters Score -671131.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -671132.437500 Penalty: 2608.879150
	Iteration 54Q: 3 clusters Score -671132.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -671133.250000 Penalty: 2608.879150
	Iteration 55Q: 3 clusters Score -671133.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -671133.250000 Penalty: 2608.879150
	Iteration 56F: 3 clusters Score -671133.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (14560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Entering Unmasked Estep 
Score: -1513499.125000 Penalty: 1426.401733
	Iteration 0F: 2 clusters Score -1513499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1503922.500000 Penalty: 2852.803467
	Iteration 0F: 3 clusters Score -1503922 nChanged 6195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1507170.500000 Penalty: 2852.803467
	Iteration 1F: 3 clusters Score -1507170 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1507554.250000 Penalty: 2852.803467
	Iteration 2F: 3 clusters Score -1507554 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1507875.500000 Penalty: 2852.803467
	Iteration 3F: 3 clusters Score -1507876 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1508196.000000 Penalty: 2852.803467
	Iteration 4Q: 3 clusters Score -1508196 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1508525.375000 Penalty: 2852.803467
	Iteration 5Q: 3 clusters Score -1508525 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1508895.250000 Penalty: 2852.803467
	Iteration 6Q: 3 clusters Score -1508895 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1509349.250000 Penalty: 2852.803467
	Iteration 7F: 3 clusters Score -1509349 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1509872.000000 Penalty: 2852.803467
	Iteration 8F: 3 clusters Score -1509872 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1510427.875000 Penalty: 2852.803467
	Iteration 9F: 3 clusters Score -1510428 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1510925.750000 Penalty: 2852.803467
	Iteration 10Q: 3 clusters Score -1510926 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1511352.875000 Penalty: 2852.803467
	Iteration 11Q: 3 clusters Score -1511353 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1511675.125000 Penalty: 2852.803467
	Iteration 12Q: 3 clusters Score -1511675 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1511920.500000 Penalty: 2852.803467
	Iteration 13Q: 3 clusters Score -1511920 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1512071.000000 Penalty: 2852.803467
	Iteration 14Q: 3 clusters Score -1512071 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1512148.625000 Penalty: 2852.803467
	Iteration 15Q: 3 clusters Score -1512149 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -1512210.500000 Penalty: 2852.803467
	Iteration 16Q: 3 clusters Score -1512210 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1512233.500000 Penalty: 2852.803467
	Iteration 17Q: 3 clusters Score -1512234 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1512269.000000 Penalty: 2852.803467
	Iteration 18Q: 3 clusters Score -1512269 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1512282.375000 Penalty: 2852.803467
	Iteration 19Q: 3 clusters Score -1512282 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1512295.875000 Penalty: 2852.803467
	Iteration 20F: 3 clusters Score -1512296 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1512308.875000 Penalty: 2852.803467
	Iteration 21Q: 3 clusters Score -1512309 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1512314.875000 Penalty: 2852.803467
	Iteration 22Q: 3 clusters Score -1512315 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1512325.125000 Penalty: 2852.803467
	Iteration 23Q: 3 clusters Score -1512325 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1512336.125000 Penalty: 2852.803467
	Iteration 24Q: 3 clusters Score -1512336 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1512340.375000 Penalty: 2852.803467
	Iteration 25Q: 3 clusters Score -1512340 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1512350.625000 Penalty: 2852.803467
	Iteration 26Q: 3 clusters Score -1512351 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1512356.875000 Penalty: 2852.803467
	Iteration 27Q: 3 clusters Score -1512357 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1512362.500000 Penalty: 2852.803467
	Iteration 28Q: 3 clusters Score -1512362 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1512363.125000 Penalty: 2852.803467
	Iteration 29Q: 3 clusters Score -1512363 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1512370.500000 Penalty: 2852.803467
	Iteration 30Q: 3 clusters Score -1512370 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1512375.375000 Penalty: 2852.803467
	Iteration 31Q: 3 clusters Score -1512375 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1512384.750000 Penalty: 2852.803467
	Iteration 32Q: 3 clusters Score -1512385 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1512389.625000 Penalty: 2852.803467
	Iteration 33Q: 3 clusters Score -1512390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1512391.750000 Penalty: 2852.803467
	Iteration 34Q: 3 clusters Score -1512392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1512389.500000 Penalty: 2852.803467
	Iteration 35Q: 3 clusters Score -1512390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1512392.625000 Penalty: 2852.803467
	Iteration 36Q: 3 clusters Score -1512393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1512390.625000 Penalty: 2852.803467
	Iteration 37Q: 3 clusters Score -1512391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1512388.750000 Penalty: 2852.803467
	Iteration 38Q: 3 clusters Score -1512389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1512388.375000 Penalty: 2852.803467
	Iteration 39Q: 3 clusters Score -1512388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1512387.625000 Penalty: 2852.803467
	Iteration 40F: 3 clusters Score -1512388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1512390.750000 Penalty: 2852.803467
	Iteration 41Q: 3 clusters Score -1512391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1512390.625000 Penalty: 2852.803467
	Iteration 42Q: 3 clusters Score -1512391 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1512395.000000 Penalty: 2852.803467
	Iteration 43Q: 3 clusters Score -1512395 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1512394.750000 Penalty: 2852.803467
	Iteration 44Q: 3 clusters Score -1512395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1512394.250000 Penalty: 2852.803467
	Iteration 45Q: 3 clusters Score -1512394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1512394.250000 Penalty: 2852.803467
	Iteration 46F: 3 clusters Score -1512394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (21079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Entering Unmasked Estep 
Score: -2086501.375000 Penalty: 1481.457764
	Iteration 0F: 2 clusters Score -2086501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -2072797.000000 Penalty: 2962.915527
	Iteration 0F: 3 clusters Score -2072797 nChanged 9325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -2077767.250000 Penalty: 2962.915527
	Iteration 1F: 3 clusters Score -2077767 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -2078194.375000 Penalty: 2962.915527
	Iteration 2F: 3 clusters Score -2078194 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -2078582.125000 Penalty: 2962.915527
	Iteration 3Q: 3 clusters Score -2078582 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -2078933.875000 Penalty: 2962.915527
	Iteration 4Q: 3 clusters Score -2078934 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -2079292.875000 Penalty: 2962.915527
	Iteration 5Q: 3 clusters Score -2079293 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -2079672.375000 Penalty: 2962.915527
	Iteration 6Q: 3 clusters Score -2079672 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -2080091.500000 Penalty: 2962.915527
	Iteration 7Q: 3 clusters Score -2080092 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -2080558.000000 Penalty: 2962.915527
	Iteration 8Q: 3 clusters Score -2080558 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -2081072.375000 Penalty: 2962.915527
	Iteration 9Q: 3 clusters Score -2081072 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -2081648.250000 Penalty: 2962.915527
	Iteration 10Q: 3 clusters Score -2081648 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -2082207.875000 Penalty: 2962.915527
	Iteration 11Q: 3 clusters Score -2082208 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -2082745.750000 Penalty: 2962.915527
	Iteration 12Q: 3 clusters Score -2082746 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -2083222.500000 Penalty: 2962.915527
	Iteration 13Q: 3 clusters Score -2083222 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -2083635.125000 Penalty: 2962.915527
	Iteration 14Q: 3 clusters Score -2083635 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -2083935.375000 Penalty: 2962.915527
	Iteration 15Q: 3 clusters Score -2083935 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -2084150.500000 Penalty: 2962.915527
	Iteration 16Q: 3 clusters Score -2084150 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -2084324.000000 Penalty: 2962.915527
	Iteration 17Q: 3 clusters Score -2084324 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -2084447.625000 Penalty: 2962.915527
	Iteration 18Q: 3 clusters Score -2084448 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -2084546.750000 Penalty: 2962.915527
	Iteration 19Q: 3 clusters Score -2084547 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -2084628.000000 Penalty: 2962.915527
	Iteration 20F: 3 clusters Score -2084628 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -2084723.500000 Penalty: 2962.915527
	Iteration 21Q: 3 clusters Score -2084724 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -2084825.750000 Penalty: 2962.915527
	Iteration 22Q: 3 clusters Score -2084826 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -2084939.250000 Penalty: 2962.915527
	Iteration 23Q: 3 clusters Score -2084939 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -2085049.500000 Penalty: 2962.915527
	Iteration 24Q: 3 clusters Score -2085050 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -2085149.500000 Penalty: 2962.915527
	Iteration 25Q: 3 clusters Score -2085150 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -2085235.875000 Penalty: 2962.915527
	Iteration 26Q: 3 clusters Score -2085236 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -2085293.000000 Penalty: 2962.915527
	Iteration 27Q: 3 clusters Score -2085293 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -2085337.125000 Penalty: 2962.915527
	Iteration 28Q: 3 clusters Score -2085337 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -2085364.250000 Penalty: 2962.915527
	Iteration 29Q: 3 clusters Score -2085364 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -2085391.000000 Penalty: 2962.915527
	Iteration 30Q: 3 clusters Score -2085391 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -2085405.250000 Penalty: 2962.915527
	Iteration 31Q: 3 clusters Score -2085405 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -2085427.000000 Penalty: 2962.915527
	Iteration 32Q: 3 clusters Score -2085427 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -2085448.375000 Penalty: 2962.915527
	Iteration 33Q: 3 clusters Score -2085448 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -2085462.750000 Penalty: 2962.915527
	Iteration 34Q: 3 clusters Score -2085463 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -2085474.125000 Penalty: 2962.915527
	Iteration 35Q: 3 clusters Score -2085474 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -2085485.125000 Penalty: 2962.915527
	Iteration 36Q: 3 clusters Score -2085485 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -2085498.500000 Penalty: 2962.915527
	Iteration 37Q: 3 clusters Score -2085498 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -2085501.500000 Penalty: 2962.915527
	Iteration 38Q: 3 clusters Score -2085502 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -2085505.250000 Penalty: 2962.915527
	Iteration 39Q: 3 clusters Score -2085505 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -2085511.625000 Penalty: 2962.915527
	Iteration 40F: 3 clusters Score -2085512 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -2085524.000000 Penalty: 2962.915527
	Iteration 41Q: 3 clusters Score -2085524 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -2085524.875000 Penalty: 2962.915527
	Iteration 42Q: 3 clusters Score -2085525 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -2085527.625000 Penalty: 2962.915527
	Iteration 43Q: 3 clusters Score -2085528 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -2085537.750000 Penalty: 2962.915527
	Iteration 44Q: 3 clusters Score -2085538 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -2085538.500000 Penalty: 2962.915527
	Iteration 45Q: 3 clusters Score -2085538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -2085540.000000 Penalty: 2962.915527
	Iteration 46Q: 3 clusters Score -2085540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -2085542.250000 Penalty: 2962.915527
	Iteration 47Q: 3 clusters Score -2085542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -2085543.125000 Penalty: 2962.915527
	Iteration 48Q: 3 clusters Score -2085543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -2085548.125000 Penalty: 2962.915527
	Iteration 49Q: 3 clusters Score -2085548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -2085548.125000 Penalty: 2962.915527
	Iteration 50Q: 3 clusters Score -2085548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -2085547.750000 Penalty: 2962.915527
	Iteration 51Q: 3 clusters Score -2085548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -2085547.500000 Penalty: 2962.915527
	Iteration 52Q: 3 clusters Score -2085548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -2085552.375000 Penalty: 2962.915527
	Iteration 53Q: 3 clusters Score -2085552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -2085554.375000 Penalty: 2962.915527
	Iteration 54Q: 3 clusters Score -2085554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -2085552.250000 Penalty: 2962.915527
	Iteration 55Q: 3 clusters Score -2085552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -2085554.375000 Penalty: 2962.915527
	Iteration 56Q: 3 clusters Score -2085554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -2085555.000000 Penalty: 2962.915527
	Iteration 57Q: 3 clusters Score -2085555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -2085554.375000 Penalty: 2962.915527
	Iteration 58Q: 3 clusters Score -2085554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -2085554.000000 Penalty: 2962.915527
	Iteration 59Q: 3 clusters Score -2085554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -2085555.125000 Penalty: 2962.915527
	Iteration 60F: 3 clusters Score -2085555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -2085557.250000 Penalty: 2962.915527
	Iteration 61Q: 3 clusters Score -2085557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -2085555.750000 Penalty: 2962.915527
	Iteration 62Q: 3 clusters Score -2085556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -2085555.750000 Penalty: 2962.915527
	Iteration 63F: 3 clusters Score -2085556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (37985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37985 members 
Entering Unmasked Estep 
Score: -3923956.500000 Penalty: 1569.088135
	Iteration 0F: 2 clusters Score -3923956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -3899403.250000 Penalty: 3138.176270
	Iteration 0F: 3 clusters Score -3899403 nChanged 17309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -3909411.750000 Penalty: 3138.176270
	Iteration 1F: 3 clusters Score -3909412 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -3910454.500000 Penalty: 3138.176270
	Iteration 2F: 3 clusters Score -3910454 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -3911812.500000 Penalty: 3138.176270
	Iteration 3F: 3 clusters Score -3911812 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 25575 members 
Entering Unmasked Estep 
Score: -3913390.250000 Penalty: 3138.176270
	Iteration 4F: 3 clusters Score -3913390 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 27521 members 
Entering Unmasked Estep 
Score: -3915019.000000 Penalty: 3138.176270
	Iteration 5F: 3 clusters Score -3915019 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 29426 members 
Entering Unmasked Estep 
Score: -3916575.500000 Penalty: 3138.176270
	Iteration 6F: 3 clusters Score -3916576 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 31171 members 
Entering Unmasked Estep 
Score: -3917940.500000 Penalty: 3138.176270
	Iteration 7F: 3 clusters Score -3917940 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 32775 members 
Entering Unmasked Estep 
Score: -3919147.250000 Penalty: 3138.176270
	Iteration 8Q: 3 clusters Score -3919147 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 34088 members 
Entering Unmasked Estep 
Score: -3920128.750000 Penalty: 3138.176270
	Iteration 9Q: 3 clusters Score -3920129 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 35140 members 
Entering Unmasked Estep 
Score: -3920878.000000 Penalty: 3138.176270
	Iteration 10Q: 3 clusters Score -3920878 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 35950 members 
Entering Unmasked Estep 
Score: -3921494.000000 Penalty: 3138.176270
	Iteration 11Q: 3 clusters Score -3921494 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 36531 members 
Entering Unmasked Estep 
Score: -3921927.750000 Penalty: 3138.176270
	Iteration 12Q: 3 clusters Score -3921928 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 36919 members 
Entering Unmasked Estep 
Score: -3922248.000000 Penalty: 3138.176270
	Iteration 13Q: 3 clusters Score -3922248 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 37157 members 
Entering Unmasked Estep 
Score: -3922421.500000 Penalty: 3138.176270
	Iteration 14Q: 3 clusters Score -3922422 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 37280 members 
Entering Unmasked Estep 
Score: -3922513.750000 Penalty: 3138.176270
	Iteration 15Q: 3 clusters Score -3922514 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 37375 members 
Entering Unmasked Estep 
Score: -3922591.250000 Penalty: 3138.176270
	Iteration 16Q: 3 clusters Score -3922591 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 37430 members 
Entering Unmasked Estep 
Score: -3922642.750000 Penalty: 3138.176270
	Iteration 17Q: 3 clusters Score -3922643 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 37469 members 
Entering Unmasked Estep 
Score: -3922681.250000 Penalty: 3138.176270
	Iteration 18Q: 3 clusters Score -3922681 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 37488 members 
Entering Unmasked Estep 
Score: -3922703.250000 Penalty: 3138.176270
	Iteration 19Q: 3 clusters Score -3922703 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 37506 members 
Entering Unmasked Estep 
Score: -3922720.500000 Penalty: 3138.176270
	Iteration 20F: 3 clusters Score -3922720 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 37520 members 
Entering Unmasked Estep 
Score: -3922741.500000 Penalty: 3138.176270
	Iteration 21Q: 3 clusters Score -3922742 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 37540 members 
Entering Unmasked Estep 
Score: -3922759.750000 Penalty: 3138.176270
	Iteration 22Q: 3 clusters Score -3922760 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 37548 members 
Entering Unmasked Estep 
Score: -3922778.750000 Penalty: 3138.176270
	Iteration 23Q: 3 clusters Score -3922779 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 37553 members 
Entering Unmasked Estep 
Score: -3922791.750000 Penalty: 3138.176270
	Iteration 24Q: 3 clusters Score -3922792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 37561 members 
Entering Unmasked Estep 
Score: -3922805.500000 Penalty: 3138.176270
	Iteration 25Q: 3 clusters Score -3922806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 37564 members 
Entering Unmasked Estep 
Score: -3922813.250000 Penalty: 3138.176270
	Iteration 26Q: 3 clusters Score -3922813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 37566 members 
Entering Unmasked Estep 
Score: -3922816.500000 Penalty: 3138.176270
	Iteration 27Q: 3 clusters Score -3922816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 37569 members 
Entering Unmasked Estep 
Score: -3922825.250000 Penalty: 3138.176270
	Iteration 28Q: 3 clusters Score -3922825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 37571 members 
Entering Unmasked Estep 
Score: -3922826.750000 Penalty: 3138.176270
	Iteration 29Q: 3 clusters Score -3922827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 37571 members 
Entering Unmasked Estep 
Score: -3922829.250000 Penalty: 3138.176270
	Iteration 30Q: 3 clusters Score -3922829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 37573 members 
Entering Unmasked Estep 
Score: -3922832.750000 Penalty: 3138.176270
	Iteration 31Q: 3 clusters Score -3922833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 37575 members 
Entering Unmasked Estep 
Score: -3922836.250000 Penalty: 3138.176270
	Iteration 32Q: 3 clusters Score -3922836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 37575 members 
Entering Unmasked Estep 
Score: -3922832.750000 Penalty: 3138.176270
	Iteration 33Q: 3 clusters Score -3922833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 37576 members 
Entering Unmasked Estep 
Score: -3922834.750000 Penalty: 3138.176270
	Iteration 34Q: 3 clusters Score -3922835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 37576 members 
Entering Unmasked Estep 
Score: -3922834.750000 Penalty: 3138.176270
	Iteration 35F: 3 clusters Score -3922835 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (19510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Entering Unmasked Estep 
Score: -1850989.125000 Penalty: 1469.947876
	Iteration 0F: 2 clusters Score -1850989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1838210.750000 Penalty: 2939.895752
	Iteration 0F: 3 clusters Score -1838211 nChanged 8604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1842854.750000 Penalty: 2939.895752
	Iteration 1F: 3 clusters Score -1842855 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1843302.500000 Penalty: 2939.895752
	Iteration 2F: 3 clusters Score -1843302 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1843705.000000 Penalty: 2939.895752
	Iteration 3Q: 3 clusters Score -1843705 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1844078.500000 Penalty: 2939.895752
	Iteration 4Q: 3 clusters Score -1844078 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1844508.125000 Penalty: 2939.895752
	Iteration 5Q: 3 clusters Score -1844508 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -1844939.250000 Penalty: 2939.895752
	Iteration 6Q: 3 clusters Score -1844939 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -1845356.375000 Penalty: 2939.895752
	Iteration 7Q: 3 clusters Score -1845356 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -1845818.000000 Penalty: 2939.895752
	Iteration 8Q: 3 clusters Score -1845818 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -1846298.500000 Penalty: 2939.895752
	Iteration 9Q: 3 clusters Score -1846298 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -1846902.625000 Penalty: 2939.895752
	Iteration 10Q: 3 clusters Score -1846903 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -1847500.125000 Penalty: 2939.895752
	Iteration 11Q: 3 clusters Score -1847500 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -1848101.250000 Penalty: 2939.895752
	Iteration 12Q: 3 clusters Score -1848101 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -1848655.500000 Penalty: 2939.895752
	Iteration 13Q: 3 clusters Score -1848656 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -1849073.750000 Penalty: 2939.895752
	Iteration 14Q: 3 clusters Score -1849074 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -1849373.375000 Penalty: 2939.895752
	Iteration 15Q: 3 clusters Score -1849373 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -1849597.750000 Penalty: 2939.895752
	Iteration 16Q: 3 clusters Score -1849598 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -1849745.375000 Penalty: 2939.895752
	Iteration 17Q: 3 clusters Score -1849745 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -1849817.125000 Penalty: 2939.895752
	Iteration 18Q: 3 clusters Score -1849817 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -1849857.250000 Penalty: 2939.895752
	Iteration 19Q: 3 clusters Score -1849857 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -1849874.750000 Penalty: 2939.895752
	Iteration 20F: 3 clusters Score -1849875 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -1849895.250000 Penalty: 2939.895752
	Iteration 21Q: 3 clusters Score -1849895 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -1849902.375000 Penalty: 2939.895752
	Iteration 22Q: 3 clusters Score -1849902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -1849905.875000 Penalty: 2939.895752
	Iteration 23Q: 3 clusters Score -1849906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -1849910.375000 Penalty: 2939.895752
	Iteration 24Q: 3 clusters Score -1849910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -1849915.625000 Penalty: 2939.895752
	Iteration 25Q: 3 clusters Score -1849916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -1849917.875000 Penalty: 2939.895752
	Iteration 26Q: 3 clusters Score -1849918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -1849917.375000 Penalty: 2939.895752
	Iteration 27Q: 3 clusters Score -1849917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -1849918.250000 Penalty: 2939.895752
	Iteration 28Q: 3 clusters Score -1849918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -1849918.250000 Penalty: 2939.895752
	Iteration 29F: 3 clusters Score -1849918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Entering Unmasked Estep 
Score: -880433.187500 Penalty: 1349.073608
	Iteration 0F: 2 clusters Score -880433.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -874454.875000 Penalty: 2698.147217
	Iteration 0F: 3 clusters Score -874454.9 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -876353.000000 Penalty: 2698.147217
	Iteration 1F: 3 clusters Score -876353 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -876644.312500 Penalty: 2698.147217
	Iteration 2F: 3 clusters Score -876644.3 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -876867.562500 Penalty: 2698.147217
	Iteration 3F: 3 clusters Score -876867.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -877052.687500 Penalty: 2698.147217
	Iteration 4Q: 3 clusters Score -877052.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -877213.187500 Penalty: 2698.147217
	Iteration 5Q: 3 clusters Score -877213.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -877358.250000 Penalty: 2698.147217
	Iteration 6Q: 3 clusters Score -877358.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -877508.750000 Penalty: 2698.147217
	Iteration 7Q: 3 clusters Score -877508.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -877657.187500 Penalty: 2698.147217
	Iteration 8Q: 3 clusters Score -877657.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -877802.312500 Penalty: 2698.147217
	Iteration 9Q: 3 clusters Score -877802.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -877938.000000 Penalty: 2698.147217
	Iteration 10Q: 3 clusters Score -877938 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -878075.250000 Penalty: 2698.147217
	Iteration 11Q: 3 clusters Score -878075.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -878216.875000 Penalty: 2698.147217
	Iteration 12Q: 3 clusters Score -878216.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -878346.625000 Penalty: 2698.147217
	Iteration 13Q: 3 clusters Score -878346.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -878487.375000 Penalty: 2698.147217
	Iteration 14Q: 3 clusters Score -878487.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -878646.625000 Penalty: 2698.147217
	Iteration 15Q: 3 clusters Score -878646.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -878787.062500 Penalty: 2698.147217
	Iteration 16Q: 3 clusters Score -878787.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -878893.562500 Penalty: 2698.147217
	Iteration 17Q: 3 clusters Score -878893.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -878973.312500 Penalty: 2698.147217
	Iteration 18Q: 3 clusters Score -878973.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -879036.312500 Penalty: 2698.147217
	Iteration 19Q: 3 clusters Score -879036.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -879081.000000 Penalty: 2698.147217
	Iteration 20F: 3 clusters Score -879081 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -879120.812500 Penalty: 2698.147217
	Iteration 21Q: 3 clusters Score -879120.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -879146.312500 Penalty: 2698.147217
	Iteration 22Q: 3 clusters Score -879146.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -879176.187500 Penalty: 2698.147217
	Iteration 23Q: 3 clusters Score -879176.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -879206.125000 Penalty: 2698.147217
	Iteration 24Q: 3 clusters Score -879206.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -879232.750000 Penalty: 2698.147217
	Iteration 25Q: 3 clusters Score -879232.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -879250.687500 Penalty: 2698.147217
	Iteration 26Q: 3 clusters Score -879250.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -879257.937500 Penalty: 2698.147217
	Iteration 27Q: 3 clusters Score -879257.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -879271.125000 Penalty: 2698.147217
	Iteration 28Q: 3 clusters Score -879271.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -879276.250000 Penalty: 2698.147217
	Iteration 29Q: 3 clusters Score -879276.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -879280.312500 Penalty: 2698.147217
	Iteration 30Q: 3 clusters Score -879280.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -879286.187500 Penalty: 2698.147217
	Iteration 31Q: 3 clusters Score -879286.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -879295.000000 Penalty: 2698.147217
	Iteration 32Q: 3 clusters Score -879295 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -879300.125000 Penalty: 2698.147217
	Iteration 33Q: 3 clusters Score -879300.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -879303.187500 Penalty: 2698.147217
	Iteration 34Q: 3 clusters Score -879303.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -879307.375000 Penalty: 2698.147217
	Iteration 35Q: 3 clusters Score -879307.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -879313.750000 Penalty: 2698.147217
	Iteration 36Q: 3 clusters Score -879313.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -879316.250000 Penalty: 2698.147217
	Iteration 37Q: 3 clusters Score -879316.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -879314.125000 Penalty: 2698.147217
	Iteration 38Q: 3 clusters Score -879314.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -879318.375000 Penalty: 2698.147217
	Iteration 39Q: 3 clusters Score -879318.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -879322.125000 Penalty: 2698.147217
	Iteration 40F: 3 clusters Score -879322.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -879323.937500 Penalty: 2698.147217
	Iteration 41Q: 3 clusters Score -879323.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -879326.250000 Penalty: 2698.147217
	Iteration 42Q: 3 clusters Score -879326.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -879330.687500 Penalty: 2698.147217
	Iteration 43Q: 3 clusters Score -879330.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -879333.687500 Penalty: 2698.147217
	Iteration 44Q: 3 clusters Score -879333.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -879336.000000 Penalty: 2698.147217
	Iteration 45Q: 3 clusters Score -879336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -879338.375000 Penalty: 2698.147217
	Iteration 46Q: 3 clusters Score -879338.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -879340.125000 Penalty: 2698.147217
	Iteration 47Q: 3 clusters Score -879340.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -879342.875000 Penalty: 2698.147217
	Iteration 48Q: 3 clusters Score -879342.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -879343.750000 Penalty: 2698.147217
	Iteration 49Q: 3 clusters Score -879343.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -879346.187500 Penalty: 2698.147217
	Iteration 50Q: 3 clusters Score -879346.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -879351.187500 Penalty: 2698.147217
	Iteration 51Q: 3 clusters Score -879351.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -879357.750000 Penalty: 2698.147217
	Iteration 52Q: 3 clusters Score -879357.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -879361.625000 Penalty: 2698.147217
	Iteration 53Q: 3 clusters Score -879361.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -879363.187500 Penalty: 2698.147217
	Iteration 54Q: 3 clusters Score -879363.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -879365.562500 Penalty: 2698.147217
	Iteration 55Q: 3 clusters Score -879365.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -879366.187500 Penalty: 2698.147217
	Iteration 56Q: 3 clusters Score -879366.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -879370.000000 Penalty: 2698.147217
	Iteration 57Q: 3 clusters Score -879370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -879369.875000 Penalty: 2698.147217
	Iteration 58Q: 3 clusters Score -879369.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -879370.687500 Penalty: 2698.147217
	Iteration 59Q: 3 clusters Score -879370.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -879372.750000 Penalty: 2698.147217
	Iteration 60F: 3 clusters Score -879372.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -879373.500000 Penalty: 2698.147217
	Iteration 61Q: 3 clusters Score -879373.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -879375.187500 Penalty: 2698.147217
	Iteration 62Q: 3 clusters Score -879375.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -879374.562500 Penalty: 2698.147217
	Iteration 63Q: 3 clusters Score -879374.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -879376.062500 Penalty: 2698.147217
	Iteration 64Q: 3 clusters Score -879376.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -879377.000000 Penalty: 2698.147217
	Iteration 65Q: 3 clusters Score -879377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -879376.375000 Penalty: 2698.147217
	Iteration 66Q: 3 clusters Score -879376.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -879376.437500 Penalty: 2698.147217
	Iteration 67Q: 3 clusters Score -879376.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -879375.562500 Penalty: 2698.147217
	Iteration 68Q: 3 clusters Score -879375.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -879375.312500 Penalty: 2698.147217
	Iteration 69Q: 3 clusters Score -879375.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -879376.312500 Penalty: 2698.147217
	Iteration 70Q: 3 clusters Score -879376.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -879376.312500 Penalty: 2698.147217
	Iteration 71Q: 3 clusters Score -879376.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -879380.562500 Penalty: 2698.147217
	Iteration 72Q: 3 clusters Score -879380.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -879380.625000 Penalty: 2698.147217
	Iteration 73Q: 3 clusters Score -879380.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -879380.625000 Penalty: 2698.147217
	Iteration 74F: 3 clusters Score -879380.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Entering Unmasked Estep 
Score: -96295.382812 Penalty: 1037.941650
	Iteration 0F: 2 clusters Score -96295.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -94991.859375 Penalty: 2075.883301
	Iteration 0F: 3 clusters Score -94991.86 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -95298.617188 Penalty: 2075.883301
	Iteration 1F: 3 clusters Score -95298.62 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -95382.265625 Penalty: 2075.883301
	Iteration 2F: 3 clusters Score -95382.27 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -95430.867188 Penalty: 2075.883301
	Iteration 3Q: 3 clusters Score -95430.87 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -95450.523438 Penalty: 2075.883301
	Iteration 4Q: 3 clusters Score -95450.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -95462.820312 Penalty: 2075.883301
	Iteration 5Q: 3 clusters Score -95462.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -95470.656250 Penalty: 2075.883301
	Iteration 6Q: 3 clusters Score -95470.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -95474.234375 Penalty: 2075.883301
	Iteration 7Q: 3 clusters Score -95474.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -95477.304688 Penalty: 2075.883301
	Iteration 8Q: 3 clusters Score -95477.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -95478.000000 Penalty: 2075.883301
	Iteration 9Q: 3 clusters Score -95478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -95479.453125 Penalty: 2075.883301
	Iteration 10Q: 3 clusters Score -95479.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -95480.156250 Penalty: 2075.883301
	Iteration 11Q: 3 clusters Score -95480.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -95480.156250 Penalty: 2075.883301
	Iteration 12F: 3 clusters Score -95480.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (8061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Entering Unmasked Estep 
Score: -836026.687500 Penalty: 1338.425171
	Iteration 0F: 2 clusters Score -836026.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -830457.687500 Penalty: 2676.850342
	Iteration 0F: 3 clusters Score -830457.7 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -832195.625000 Penalty: 2676.850342
	Iteration 1F: 3 clusters Score -832195.6 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -832475.187500 Penalty: 2676.850342
	Iteration 2F: 3 clusters Score -832475.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -832686.437500 Penalty: 2676.850342
	Iteration 3F: 3 clusters Score -832686.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -832921.750000 Penalty: 2676.850342
	Iteration 4Q: 3 clusters Score -832921.8 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -833171.000000 Penalty: 2676.850342
	Iteration 5F: 3 clusters Score -833171 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -833444.062500 Penalty: 2676.850342
	Iteration 6F: 3 clusters Score -833444.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -833693.312500 Penalty: 2676.850342
	Iteration 7Q: 3 clusters Score -833693.3 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -833941.500000 Penalty: 2676.850342
	Iteration 8Q: 3 clusters Score -833941.5 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -834164.187500 Penalty: 2676.850342
	Iteration 9Q: 3 clusters Score -834164.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -834326.375000 Penalty: 2676.850342
	Iteration 10Q: 3 clusters Score -834326.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -834452.187500 Penalty: 2676.850342
	Iteration 11Q: 3 clusters Score -834452.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -834550.000000 Penalty: 2676.850342
	Iteration 12Q: 3 clusters Score -834550 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -834640.125000 Penalty: 2676.850342
	Iteration 13Q: 3 clusters Score -834640.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -834720.437500 Penalty: 2676.850342
	Iteration 14Q: 3 clusters Score -834720.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -834799.312500 Penalty: 2676.850342
	Iteration 15Q: 3 clusters Score -834799.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -834854.062500 Penalty: 2676.850342
	Iteration 16Q: 3 clusters Score -834854.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -834886.687500 Penalty: 2676.850342
	Iteration 17Q: 3 clusters Score -834886.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -834914.500000 Penalty: 2676.850342
	Iteration 18Q: 3 clusters Score -834914.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -834935.875000 Penalty: 2676.850342
	Iteration 19Q: 3 clusters Score -834935.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -834950.687500 Penalty: 2676.850342
	Iteration 20F: 3 clusters Score -834950.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -834966.562500 Penalty: 2676.850342
	Iteration 21Q: 3 clusters Score -834966.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -834981.687500 Penalty: 2676.850342
	Iteration 22Q: 3 clusters Score -834981.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -834993.875000 Penalty: 2676.850342
	Iteration 23Q: 3 clusters Score -834993.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -835002.437500 Penalty: 2676.850342
	Iteration 24Q: 3 clusters Score -835002.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -835009.625000 Penalty: 2676.850342
	Iteration 25Q: 3 clusters Score -835009.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -835016.500000 Penalty: 2676.850342
	Iteration 26Q: 3 clusters Score -835016.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -835021.562500 Penalty: 2676.850342
	Iteration 27Q: 3 clusters Score -835021.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -835025.375000 Penalty: 2676.850342
	Iteration 28Q: 3 clusters Score -835025.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -835028.125000 Penalty: 2676.850342
	Iteration 29Q: 3 clusters Score -835028.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -835031.062500 Penalty: 2676.850342
	Iteration 30Q: 3 clusters Score -835031.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -835032.062500 Penalty: 2676.850342
	Iteration 31Q: 3 clusters Score -835032.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -835035.250000 Penalty: 2676.850342
	Iteration 32Q: 3 clusters Score -835035.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -835035.250000 Penalty: 2676.850342
	Iteration 33F: 3 clusters Score -835035.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Entering Unmasked Estep 
Score: -360477.093750 Penalty: 1226.287109
	Iteration 0F: 2 clusters Score -360477.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -357495.281250 Penalty: 2452.574219
	Iteration 0F: 3 clusters Score -357495.3 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -358327.062500 Penalty: 2452.574219
	Iteration 1F: 3 clusters Score -358327.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -358537.875000 Penalty: 2452.574219
	Iteration 2F: 3 clusters Score -358537.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -358682.593750 Penalty: 2452.574219
	Iteration 3F: 3 clusters Score -358682.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -358777.000000 Penalty: 2452.574219
	Iteration 4Q: 3 clusters Score -358777 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -358871.593750 Penalty: 2452.574219
	Iteration 5Q: 3 clusters Score -358871.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -358951.031250 Penalty: 2452.574219
	Iteration 6Q: 3 clusters Score -358951 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -359040.468750 Penalty: 2452.574219
	Iteration 7Q: 3 clusters Score -359040.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -359145.718750 Penalty: 2452.574219
	Iteration 8Q: 3 clusters Score -359145.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -359258.187500 Penalty: 2452.574219
	Iteration 9Q: 3 clusters Score -359258.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -359343.250000 Penalty: 2452.574219
	Iteration 10Q: 3 clusters Score -359343.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -359428.000000 Penalty: 2452.574219
	Iteration 11Q: 3 clusters Score -359428 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -359517.250000 Penalty: 2452.574219
	Iteration 12Q: 3 clusters Score -359517.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -359600.656250 Penalty: 2452.574219
	Iteration 13Q: 3 clusters Score -359600.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -359668.000000 Penalty: 2452.574219
	Iteration 14Q: 3 clusters Score -359668 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -359727.250000 Penalty: 2452.574219
	Iteration 15Q: 3 clusters Score -359727.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -359772.656250 Penalty: 2452.574219
	Iteration 16Q: 3 clusters Score -359772.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -359810.656250 Penalty: 2452.574219
	Iteration 17Q: 3 clusters Score -359810.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -359842.156250 Penalty: 2452.574219
	Iteration 18Q: 3 clusters Score -359842.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -359862.312500 Penalty: 2452.574219
	Iteration 19Q: 3 clusters Score -359862.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -359876.031250 Penalty: 2452.574219
	Iteration 20F: 3 clusters Score -359876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -359884.281250 Penalty: 2452.574219
	Iteration 21Q: 3 clusters Score -359884.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -359893.031250 Penalty: 2452.574219
	Iteration 22Q: 3 clusters Score -359893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -359901.000000 Penalty: 2452.574219
	Iteration 23Q: 3 clusters Score -359901 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -359912.125000 Penalty: 2452.574219
	Iteration 24Q: 3 clusters Score -359912.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -359924.562500 Penalty: 2452.574219
	Iteration 25Q: 3 clusters Score -359924.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -359931.968750 Penalty: 2452.574219
	Iteration 26Q: 3 clusters Score -359932 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -359944.187500 Penalty: 2452.574219
	Iteration 27Q: 3 clusters Score -359944.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -359950.656250 Penalty: 2452.574219
	Iteration 28Q: 3 clusters Score -359950.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -359954.687500 Penalty: 2452.574219
	Iteration 29Q: 3 clusters Score -359954.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -359958.187500 Penalty: 2452.574219
	Iteration 30Q: 3 clusters Score -359958.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -359961.437500 Penalty: 2452.574219
	Iteration 31Q: 3 clusters Score -359961.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -359965.218750 Penalty: 2452.574219
	Iteration 32Q: 3 clusters Score -359965.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -359967.781250 Penalty: 2452.574219
	Iteration 33Q: 3 clusters Score -359967.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -359971.750000 Penalty: 2452.574219
	Iteration 34Q: 3 clusters Score -359971.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -359976.156250 Penalty: 2452.574219
	Iteration 35Q: 3 clusters Score -359976.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -359978.656250 Penalty: 2452.574219
	Iteration 36Q: 3 clusters Score -359978.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -359979.093750 Penalty: 2452.574219
	Iteration 37Q: 3 clusters Score -359979.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -359979.093750 Penalty: 2452.574219
	Iteration 38F: 3 clusters Score -359979.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -25211.246094 Penalty: 846.221985
	Iteration 0F: 2 clusters Score -25211.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -24604.669922 Penalty: 1692.443970
	Iteration 0F: 3 clusters Score -24604.67 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -24740.597656 Penalty: 1692.443970
	Iteration 1F: 3 clusters Score -24740.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -24776.093750 Penalty: 1692.443970
	Iteration 2Q: 3 clusters Score -24776.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -24788.882812 Penalty: 1692.443970
	Iteration 3Q: 3 clusters Score -24788.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -24788.882812 Penalty: 1692.443970
	Iteration 4F: 3 clusters Score -24788.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Entering Unmasked Estep 
Score: -242085.093750 Penalty: 1167.456177
	Iteration 0F: 2 clusters Score -242085.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -239834.406250 Penalty: 2334.912354
	Iteration 0F: 3 clusters Score -239834.4 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -240443.000000 Penalty: 2334.912354
	Iteration 1F: 3 clusters Score -240443 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -240597.796875 Penalty: 2334.912354
	Iteration 2F: 3 clusters Score -240597.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -240679.328125 Penalty: 2334.912354
	Iteration 3Q: 3 clusters Score -240679.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -240728.968750 Penalty: 2334.912354
	Iteration 4Q: 3 clusters Score -240729 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -240760.296875 Penalty: 2334.912354
	Iteration 5Q: 3 clusters Score -240760.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -240781.515625 Penalty: 2334.912354
	Iteration 6Q: 3 clusters Score -240781.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -240799.968750 Penalty: 2334.912354
	Iteration 7Q: 3 clusters Score -240800 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -240817.078125 Penalty: 2334.912354
	Iteration 8Q: 3 clusters Score -240817.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -240831.187500 Penalty: 2334.912354
	Iteration 9Q: 3 clusters Score -240831.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -240839.187500 Penalty: 2334.912354
	Iteration 10Q: 3 clusters Score -240839.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -240845.031250 Penalty: 2334.912354
	Iteration 11Q: 3 clusters Score -240845 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -240852.000000 Penalty: 2334.912354
	Iteration 12Q: 3 clusters Score -240852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -240859.312500 Penalty: 2334.912354
	Iteration 13Q: 3 clusters Score -240859.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -240867.468750 Penalty: 2334.912354
	Iteration 14Q: 3 clusters Score -240867.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -240871.984375 Penalty: 2334.912354
	Iteration 15Q: 3 clusters Score -240872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -240874.406250 Penalty: 2334.912354
	Iteration 16Q: 3 clusters Score -240874.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -240875.218750 Penalty: 2334.912354
	Iteration 17Q: 3 clusters Score -240875.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -240876.593750 Penalty: 2334.912354
	Iteration 18Q: 3 clusters Score -240876.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -240876.718750 Penalty: 2334.912354
	Iteration 19Q: 3 clusters Score -240876.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -240877.296875 Penalty: 2334.912354
	Iteration 20F: 3 clusters Score -240877.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -240878.562500 Penalty: 2334.912354
	Iteration 21Q: 3 clusters Score -240878.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -240880.375000 Penalty: 2334.912354
	Iteration 22Q: 3 clusters Score -240880.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -240882.781250 Penalty: 2334.912354
	Iteration 23Q: 3 clusters Score -240882.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -240885.109375 Penalty: 2334.912354
	Iteration 24Q: 3 clusters Score -240885.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -240886.031250 Penalty: 2334.912354
	Iteration 25Q: 3 clusters Score -240886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -240886.031250 Penalty: 2334.912354
	Iteration 26F: 3 clusters Score -240886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (4115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Entering Unmasked Estep 
Score: -392940.968750 Penalty: 1238.372314
	Iteration 0F: 2 clusters Score -392941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -389811.718750 Penalty: 2476.744629
	Iteration 0F: 3 clusters Score -389811.7 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -390748.218750 Penalty: 2476.744629
	Iteration 1F: 3 clusters Score -390748.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -390992.531250 Penalty: 2476.744629
	Iteration 2F: 3 clusters Score -390992.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -391160.281250 Penalty: 2476.744629
	Iteration 3F: 3 clusters Score -391160.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -391297.937500 Penalty: 2476.744629
	Iteration 4Q: 3 clusters Score -391297.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -391406.125000 Penalty: 2476.744629
	Iteration 5Q: 3 clusters Score -391406.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -391489.468750 Penalty: 2476.744629
	Iteration 6Q: 3 clusters Score -391489.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -391558.312500 Penalty: 2476.744629
	Iteration 7Q: 3 clusters Score -391558.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -391615.531250 Penalty: 2476.744629
	Iteration 8Q: 3 clusters Score -391615.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -391671.406250 Penalty: 2476.744629
	Iteration 9Q: 3 clusters Score -391671.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -391713.906250 Penalty: 2476.744629
	Iteration 10Q: 3 clusters Score -391713.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -391744.937500 Penalty: 2476.744629
	Iteration 11Q: 3 clusters Score -391744.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -391780.875000 Penalty: 2476.744629
	Iteration 12Q: 3 clusters Score -391780.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -391815.375000 Penalty: 2476.744629
	Iteration 13Q: 3 clusters Score -391815.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -391852.687500 Penalty: 2476.744629
	Iteration 14Q: 3 clusters Score -391852.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -391898.062500 Penalty: 2476.744629
	Iteration 15Q: 3 clusters Score -391898.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -391942.625000 Penalty: 2476.744629
	Iteration 16Q: 3 clusters Score -391942.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -391999.875000 Penalty: 2476.744629
	Iteration 17Q: 3 clusters Score -391999.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -392053.875000 Penalty: 2476.744629
	Iteration 18Q: 3 clusters Score -392053.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -392106.375000 Penalty: 2476.744629
	Iteration 19Q: 3 clusters Score -392106.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -392139.875000 Penalty: 2476.744629
	Iteration 20F: 3 clusters Score -392139.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -392173.468750 Penalty: 2476.744629
	Iteration 21Q: 3 clusters Score -392173.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -392207.812500 Penalty: 2476.744629
	Iteration 22Q: 3 clusters Score -392207.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -392240.781250 Penalty: 2476.744629
	Iteration 23Q: 3 clusters Score -392240.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -392256.750000 Penalty: 2476.744629
	Iteration 24Q: 3 clusters Score -392256.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -392281.093750 Penalty: 2476.744629
	Iteration 25Q: 3 clusters Score -392281.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -392303.781250 Penalty: 2476.744629
	Iteration 26Q: 3 clusters Score -392303.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -392326.718750 Penalty: 2476.744629
	Iteration 27Q: 3 clusters Score -392326.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -392355.250000 Penalty: 2476.744629
	Iteration 28Q: 3 clusters Score -392355.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -392371.250000 Penalty: 2476.744629
	Iteration 29Q: 3 clusters Score -392371.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -392389.375000 Penalty: 2476.744629
	Iteration 30Q: 3 clusters Score -392389.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -392403.031250 Penalty: 2476.744629
	Iteration 31Q: 3 clusters Score -392403 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -392412.218750 Penalty: 2476.744629
	Iteration 32Q: 3 clusters Score -392412.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -392416.750000 Penalty: 2476.744629
	Iteration 33Q: 3 clusters Score -392416.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -392419.687500 Penalty: 2476.744629
	Iteration 34Q: 3 clusters Score -392419.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -392426.281250 Penalty: 2476.744629
	Iteration 35Q: 3 clusters Score -392426.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -392435.000000 Penalty: 2476.744629
	Iteration 36Q: 3 clusters Score -392435 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -392443.406250 Penalty: 2476.744629
	Iteration 37Q: 3 clusters Score -392443.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -392450.906250 Penalty: 2476.744629
	Iteration 38Q: 3 clusters Score -392450.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -392457.156250 Penalty: 2476.744629
	Iteration 39Q: 3 clusters Score -392457.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -392465.093750 Penalty: 2476.744629
	Iteration 40F: 3 clusters Score -392465.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -392471.625000 Penalty: 2476.744629
	Iteration 41Q: 3 clusters Score -392471.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -392475.968750 Penalty: 2476.744629
	Iteration 42Q: 3 clusters Score -392476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -392478.437500 Penalty: 2476.744629
	Iteration 43Q: 3 clusters Score -392478.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -392481.062500 Penalty: 2476.744629
	Iteration 44Q: 3 clusters Score -392481.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -392482.812500 Penalty: 2476.744629
	Iteration 45Q: 3 clusters Score -392482.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -392485.093750 Penalty: 2476.744629
	Iteration 46Q: 3 clusters Score -392485.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -392486.937500 Penalty: 2476.744629
	Iteration 47Q: 3 clusters Score -392486.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -392488.781250 Penalty: 2476.744629
	Iteration 48Q: 3 clusters Score -392488.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -392489.875000 Penalty: 2476.744629
	Iteration 49Q: 3 clusters Score -392489.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -392490.406250 Penalty: 2476.744629
	Iteration 50Q: 3 clusters Score -392490.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -392493.437500 Penalty: 2476.744629
	Iteration 51Q: 3 clusters Score -392493.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -392494.906250 Penalty: 2476.744629
	Iteration 52Q: 3 clusters Score -392494.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -392496.593750 Penalty: 2476.744629
	Iteration 53Q: 3 clusters Score -392496.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -392498.500000 Penalty: 2476.744629
	Iteration 54Q: 3 clusters Score -392498.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -392499.343750 Penalty: 2476.744629
	Iteration 55Q: 3 clusters Score -392499.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -392501.531250 Penalty: 2476.744629
	Iteration 56Q: 3 clusters Score -392501.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -392502.500000 Penalty: 2476.744629
	Iteration 57Q: 3 clusters Score -392502.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -392502.843750 Penalty: 2476.744629
	Iteration 58Q: 3 clusters Score -392502.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -392504.937500 Penalty: 2476.744629
	Iteration 59Q: 3 clusters Score -392504.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -392506.875000 Penalty: 2476.744629
	Iteration 60F: 3 clusters Score -392506.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -392506.906250 Penalty: 2476.744629
	Iteration 61Q: 3 clusters Score -392506.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -392506.906250 Penalty: 2476.744629
	Iteration 62F: 3 clusters Score -392506.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Entering Unmasked Estep 
Score: -353102.250000 Penalty: 1232.358154
	Iteration 0F: 2 clusters Score -353102.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -350030.937500 Penalty: 2464.716309
	Iteration 0F: 3 clusters Score -350030.9 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -351012.937500 Penalty: 2464.716309
	Iteration 1F: 3 clusters Score -351012.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -351340.312500 Penalty: 2464.716309
	Iteration 2F: 3 clusters Score -351340.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -351641.656250 Penalty: 2464.716309
	Iteration 3F: 3 clusters Score -351641.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -351989.031250 Penalty: 2464.716309
	Iteration 4F: 3 clusters Score -351989 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -352231.375000 Penalty: 2464.716309
	Iteration 5F: 3 clusters Score -352231.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -352417.781250 Penalty: 2464.716309
	Iteration 6F: 3 clusters Score -352417.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -352571.968750 Penalty: 2464.716309
	Iteration 7Q: 3 clusters Score -352572 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -352690.843750 Penalty: 2464.716309
	Iteration 8Q: 3 clusters Score -352690.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -352775.843750 Penalty: 2464.716309
	Iteration 9Q: 3 clusters Score -352775.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -352865.281250 Penalty: 2464.716309
	Iteration 10Q: 3 clusters Score -352865.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -352928.187500 Penalty: 2464.716309
	Iteration 11Q: 3 clusters Score -352928.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -352982.062500 Penalty: 2464.716309
	Iteration 12Q: 3 clusters Score -352982.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -353017.937500 Penalty: 2464.716309
	Iteration 13Q: 3 clusters Score -353017.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -353044.968750 Penalty: 2464.716309
	Iteration 14Q: 3 clusters Score -353045 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -353070.250000 Penalty: 2464.716309
	Iteration 15Q: 3 clusters Score -353070.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -353092.125000 Penalty: 2464.716309
	Iteration 16Q: 3 clusters Score -353092.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -353104.312500 Penalty: 2464.716309
	Iteration 17Q: 3 clusters Score -353104.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -353117.625000 Penalty: 2464.716309
	Iteration 18Q: 3 clusters Score -353117.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -353133.125000 Penalty: 2464.716309
	Iteration 19Q: 3 clusters Score -353133.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -353144.937500 Penalty: 2464.716309
	Iteration 20F: 3 clusters Score -353144.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -353158.812500 Penalty: 2464.716309
	Iteration 21Q: 3 clusters Score -353158.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -353175.906250 Penalty: 2464.716309
	Iteration 22Q: 3 clusters Score -353175.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -353186.343750 Penalty: 2464.716309
	Iteration 23Q: 3 clusters Score -353186.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -353197.125000 Penalty: 2464.716309
	Iteration 24Q: 3 clusters Score -353197.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -353201.968750 Penalty: 2464.716309
	Iteration 25Q: 3 clusters Score -353202 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -353210.187500 Penalty: 2464.716309
	Iteration 26Q: 3 clusters Score -353210.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -353213.531250 Penalty: 2464.716309
	Iteration 27Q: 3 clusters Score -353213.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -353213.906250 Penalty: 2464.716309
	Iteration 28Q: 3 clusters Score -353213.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -353216.437500 Penalty: 2464.716309
	Iteration 29Q: 3 clusters Score -353216.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -353218.781250 Penalty: 2464.716309
	Iteration 30Q: 3 clusters Score -353218.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -353219.906250 Penalty: 2464.716309
	Iteration 31Q: 3 clusters Score -353219.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -353221.375000 Penalty: 2464.716309
	Iteration 32Q: 3 clusters Score -353221.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -353223.093750 Penalty: 2464.716309
	Iteration 33Q: 3 clusters Score -353223.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -353225.062500 Penalty: 2464.716309
	Iteration 34Q: 3 clusters Score -353225.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -353227.437500 Penalty: 2464.716309
	Iteration 35Q: 3 clusters Score -353227.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -353227.906250 Penalty: 2464.716309
	Iteration 36Q: 3 clusters Score -353227.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -353228.718750 Penalty: 2464.716309
	Iteration 37Q: 3 clusters Score -353228.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -353230.125000 Penalty: 2464.716309
	Iteration 38Q: 3 clusters Score -353230.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -353229.937500 Penalty: 2464.716309
	Iteration 39Q: 3 clusters Score -353229.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -353230.062500 Penalty: 2464.716309
	Iteration 40F: 3 clusters Score -353230.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -353230.750000 Penalty: 2464.716309
	Iteration 41Q: 3 clusters Score -353230.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -353232.125000 Penalty: 2464.716309
	Iteration 42Q: 3 clusters Score -353232.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -353232.125000 Penalty: 2464.716309
	Iteration 43F: 3 clusters Score -353232.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 61584 members 
Mstep: Class 2 contains 9806 members 
Mstep: Class 3 contains 6963 members 
Mstep: Class 4 contains 48909 members 
Mstep: Class 5 contains 8873 members 
Mstep: Class 6 contains 11498 members 
Mstep: Class 7 contains 60232 members 
Mstep: Class 8 contains 11158 members 
Mstep: Class 9 contains 11152 members 
Mstep: Class 10 contains 11426 members 
Mstep: Class 11 contains 10303 members 
Mstep: Class 12 contains 7222 members 
Mstep: Class 13 contains 18923 members 
Mstep: Class 14 contains 37857 members 
Mstep: Class 15 contains 17081 members 
Mstep: Class 16 contains 24442 members 
Mstep: Class 17 contains 28606 members 
Mstep: Class 18 contains 20149 members 
Mstep: Class 19 contains 1421 members 
Mstep: Class 20 contains 201379 members 
Mstep: Class 21 contains 36045 members 
Mstep: Class 22 contains 1977 members 
Mstep: Class 23 contains 6611 members 
Mstep: Class 24 contains 1665 members 
Mstep: Class 25 contains 34782 members 
Mstep: Class 26 contains 6415 members 
Mstep: Class 27 contains 14560 members 
Mstep: Class 28 contains 21079 members 
Mstep: Class 29 contains 37985 members 
Mstep: Class 30 contains 19510 members 
Mstep: Class 31 contains 8659 members 
Mstep: Class 32 contains 1070 members 
Mstep: Class 33 contains 8061 members 
Mstep: Class 34 contains 3794 members 
Mstep: Class 35 contains 295 members 
Mstep: Class 36 contains 2555 members 
Mstep: Class 37 contains 4115 members 
Mstep: Class 38 contains 2473 members 
Mstep: Class 39 contains 32464 members 
Mstep: Class 40 contains 18298 members 
Mstep: Class 41 contains 16073 members 
Mstep: Class 42 contains 3015 members 
Mstep: Class 43 contains 2715 members 
Mstep: Class 44 contains 5085 members 
Mstep: Class 45 contains 1479 members 
Entering Unmasked Estep 
Score: -88113824.000000 Penalty: 91801.750000
Splitting cluster 38 changes total score from -88106800.000000 to -88113824.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 39 (32464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32464 members 
Entering Unmasked Estep 
Score: -3383762.750000 Penalty: 1545.717651
	Iteration 0F: 2 clusters Score -3383763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -3362506.250000 Penalty: 3091.435303
	Iteration 0F: 3 clusters Score -3362506 nChanged 14705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -3370548.250000 Penalty: 3091.435303
	Iteration 1F: 3 clusters Score -3370548 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -3371003.250000 Penalty: 3091.435303
	Iteration 2Q: 3 clusters Score -3371003 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -3371388.500000 Penalty: 3091.435303
	Iteration 3Q: 3 clusters Score -3371388 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -3371724.000000 Penalty: 3091.435303
	Iteration 4Q: 3 clusters Score -3371724 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -3372066.000000 Penalty: 3091.435303
	Iteration 5Q: 3 clusters Score -3372066 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -3372527.500000 Penalty: 3091.435303
	Iteration 6Q: 3 clusters Score -3372528 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -3373075.750000 Penalty: 3091.435303
	Iteration 7Q: 3 clusters Score -3373076 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -3373759.750000 Penalty: 3091.435303
	Iteration 8Q: 3 clusters Score -3373760 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -3374603.250000 Penalty: 3091.435303
	Iteration 9Q: 3 clusters Score -3374603 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 22516 members 
Entering Unmasked Estep 
Score: -3375591.250000 Penalty: 3091.435303
	Iteration 10Q: 3 clusters Score -3375591 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -3376671.500000 Penalty: 3091.435303
	Iteration 11Q: 3 clusters Score -3376672 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -3377726.750000 Penalty: 3091.435303
	Iteration 12Q: 3 clusters Score -3377727 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 26417 members 
Entering Unmasked Estep 
Score: -3378681.500000 Penalty: 3091.435303
	Iteration 13Q: 3 clusters Score -3378682 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 27370 members 
Entering Unmasked Estep 
Score: -3379377.250000 Penalty: 3091.435303
	Iteration 14Q: 3 clusters Score -3379377 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 28171 members 
Entering Unmasked Estep 
Score: -3379920.750000 Penalty: 3091.435303
	Iteration 15Q: 3 clusters Score -3379921 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 28883 members 
Entering Unmasked Estep 
Score: -3380384.500000 Penalty: 3091.435303
	Iteration 16Q: 3 clusters Score -3380384 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 29505 members 
Entering Unmasked Estep 
Score: -3380797.500000 Penalty: 3091.435303
	Iteration 17Q: 3 clusters Score -3380798 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 30069 members 
Entering Unmasked Estep 
Score: -3381174.000000 Penalty: 3091.435303
	Iteration 18Q: 3 clusters Score -3381174 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 30545 members 
Entering Unmasked Estep 
Score: -3381501.250000 Penalty: 3091.435303
	Iteration 19Q: 3 clusters Score -3381501 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 30943 members 
Entering Unmasked Estep 
Score: -3381768.750000 Penalty: 3091.435303
	Iteration 20F: 3 clusters Score -3381769 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 31235 members 
Entering Unmasked Estep 
Score: -3381960.250000 Penalty: 3091.435303
	Iteration 21Q: 3 clusters Score -3381960 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 31458 members 
Entering Unmasked Estep 
Score: -3382140.750000 Penalty: 3091.435303
	Iteration 22Q: 3 clusters Score -3382141 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 31626 members 
Entering Unmasked Estep 
Score: -3382283.500000 Penalty: 3091.435303
	Iteration 23Q: 3 clusters Score -3382284 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -3382374.250000 Penalty: 3091.435303
	Iteration 24Q: 3 clusters Score -3382374 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 31790 members 
Entering Unmasked Estep 
Score: -3382418.000000 Penalty: 3091.435303
	Iteration 25Q: 3 clusters Score -3382418 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 31836 members 
Entering Unmasked Estep 
Score: -3382453.500000 Penalty: 3091.435303
	Iteration 26Q: 3 clusters Score -3382454 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 31874 members 
Entering Unmasked Estep 
Score: -3382485.250000 Penalty: 3091.435303
	Iteration 27Q: 3 clusters Score -3382485 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 31900 members 
Entering Unmasked Estep 
Score: -3382505.750000 Penalty: 3091.435303
	Iteration 28Q: 3 clusters Score -3382506 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 31918 members 
Entering Unmasked Estep 
Score: -3382523.750000 Penalty: 3091.435303
	Iteration 29Q: 3 clusters Score -3382524 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 31930 members 
Entering Unmasked Estep 
Score: -3382530.750000 Penalty: 3091.435303
	Iteration 30Q: 3 clusters Score -3382531 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 31943 members 
Entering Unmasked Estep 
Score: -3382539.500000 Penalty: 3091.435303
	Iteration 31Q: 3 clusters Score -3382540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 31952 members 
Entering Unmasked Estep 
Score: -3382542.750000 Penalty: 3091.435303
	Iteration 32Q: 3 clusters Score -3382543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 31960 members 
Entering Unmasked Estep 
Score: -3382561.750000 Penalty: 3091.435303
	Iteration 33Q: 3 clusters Score -3382562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 31969 members 
Entering Unmasked Estep 
Score: -3382571.750000 Penalty: 3091.435303
	Iteration 34Q: 3 clusters Score -3382572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 31975 members 
Entering Unmasked Estep 
Score: -3382579.750000 Penalty: 3091.435303
	Iteration 35Q: 3 clusters Score -3382580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 31980 members 
Entering Unmasked Estep 
Score: -3382579.500000 Penalty: 3091.435303
	Iteration 36Q: 3 clusters Score -3382580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 31980 members 
Entering Unmasked Estep 
Score: -3382579.500000 Penalty: 3091.435303
	Iteration 37F: 3 clusters Score -3382580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (18298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Entering Unmasked Estep 
Score: -1918224.625000 Penalty: 1460.404541
	Iteration 0F: 2 clusters Score -1918225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1906256.375000 Penalty: 2920.809082
	Iteration 0F: 3 clusters Score -1906256 nChanged 8033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1910523.250000 Penalty: 2920.809082
	Iteration 1F: 3 clusters Score -1910523 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1910973.250000 Penalty: 2920.809082
	Iteration 2F: 3 clusters Score -1910973 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1911410.750000 Penalty: 2920.809082
	Iteration 3F: 3 clusters Score -1911411 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -1911984.375000 Penalty: 2920.809082
	Iteration 4F: 3 clusters Score -1911984 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -1912784.625000 Penalty: 2920.809082
	Iteration 5F: 3 clusters Score -1912785 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -1913788.500000 Penalty: 2920.809082
	Iteration 6F: 3 clusters Score -1913788 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -1914819.250000 Penalty: 2920.809082
	Iteration 7F: 3 clusters Score -1914819 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -1915636.750000 Penalty: 2920.809082
	Iteration 8F: 3 clusters Score -1915637 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -1916256.500000 Penalty: 2920.809082
	Iteration 9Q: 3 clusters Score -1916256 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -1916656.750000 Penalty: 2920.809082
	Iteration 10Q: 3 clusters Score -1916657 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -1916893.375000 Penalty: 2920.809082
	Iteration 11Q: 3 clusters Score -1916893 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -1917041.750000 Penalty: 2920.809082
	Iteration 12Q: 3 clusters Score -1917042 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -1917121.750000 Penalty: 2920.809082
	Iteration 13Q: 3 clusters Score -1917122 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -1917189.750000 Penalty: 2920.809082
	Iteration 14Q: 3 clusters Score -1917190 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -1917239.625000 Penalty: 2920.809082
	Iteration 15Q: 3 clusters Score -1917240 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -1917282.625000 Penalty: 2920.809082
	Iteration 16Q: 3 clusters Score -1917283 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -1917309.750000 Penalty: 2920.809082
	Iteration 17Q: 3 clusters Score -1917310 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -1917330.500000 Penalty: 2920.809082
	Iteration 18Q: 3 clusters Score -1917330 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -1917349.750000 Penalty: 2920.809082
	Iteration 19Q: 3 clusters Score -1917350 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -1917373.250000 Penalty: 2920.809082
	Iteration 20F: 3 clusters Score -1917373 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -1917386.625000 Penalty: 2920.809082
	Iteration 21Q: 3 clusters Score -1917387 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -1917396.875000 Penalty: 2920.809082
	Iteration 22Q: 3 clusters Score -1917397 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -1917408.375000 Penalty: 2920.809082
	Iteration 23Q: 3 clusters Score -1917408 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -1917418.250000 Penalty: 2920.809082
	Iteration 24Q: 3 clusters Score -1917418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -1917418.125000 Penalty: 2920.809082
	Iteration 25Q: 3 clusters Score -1917418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -1917419.750000 Penalty: 2920.809082
	Iteration 26Q: 3 clusters Score -1917420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -1917419.875000 Penalty: 2920.809082
	Iteration 27Q: 3 clusters Score -1917420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -1917422.000000 Penalty: 2920.809082
	Iteration 28Q: 3 clusters Score -1917422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -1917428.625000 Penalty: 2920.809082
	Iteration 29Q: 3 clusters Score -1917429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -1917425.000000 Penalty: 2920.809082
	Iteration 30Q: 3 clusters Score -1917425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -1917428.500000 Penalty: 2920.809082
	Iteration 31Q: 3 clusters Score -1917428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -1917428.250000 Penalty: 2920.809082
	Iteration 32Q: 3 clusters Score -1917428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -1917426.500000 Penalty: 2920.809082
	Iteration 33Q: 3 clusters Score -1917426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -1917425.000000 Penalty: 2920.809082
	Iteration 34Q: 3 clusters Score -1917425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -1917425.375000 Penalty: 2920.809082
	Iteration 35Q: 3 clusters Score -1917425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -1917425.375000 Penalty: 2920.809082
	Iteration 36F: 3 clusters Score -1917425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (16073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Entering Unmasked Estep 
Score: -1678035.000000 Penalty: 1441.112671
	Iteration 0F: 2 clusters Score -1678035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1667330.500000 Penalty: 2882.225342
	Iteration 0F: 3 clusters Score -1667330 nChanged 7043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1671188.875000 Penalty: 2882.225342
	Iteration 1F: 3 clusters Score -1671189 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1671607.375000 Penalty: 2882.225342
	Iteration 2F: 3 clusters Score -1671607 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1672081.250000 Penalty: 2882.225342
	Iteration 3F: 3 clusters Score -1672081 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1672604.750000 Penalty: 2882.225342
	Iteration 4F: 3 clusters Score -1672605 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1673284.750000 Penalty: 2882.225342
	Iteration 5F: 3 clusters Score -1673285 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1673996.000000 Penalty: 2882.225342
	Iteration 6F: 3 clusters Score -1673996 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1674604.125000 Penalty: 2882.225342
	Iteration 7F: 3 clusters Score -1674604 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1675093.000000 Penalty: 2882.225342
	Iteration 8F: 3 clusters Score -1675093 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1675461.750000 Penalty: 2882.225342
	Iteration 9Q: 3 clusters Score -1675462 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -1675733.875000 Penalty: 2882.225342
	Iteration 10Q: 3 clusters Score -1675734 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1675916.125000 Penalty: 2882.225342
	Iteration 11Q: 3 clusters Score -1675916 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -1676057.750000 Penalty: 2882.225342
	Iteration 12Q: 3 clusters Score -1676058 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1676177.000000 Penalty: 2882.225342
	Iteration 13Q: 3 clusters Score -1676177 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -1676282.750000 Penalty: 2882.225342
	Iteration 14Q: 3 clusters Score -1676283 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1676387.875000 Penalty: 2882.225342
	Iteration 15Q: 3 clusters Score -1676388 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1676452.625000 Penalty: 2882.225342
	Iteration 16Q: 3 clusters Score -1676453 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -1676504.750000 Penalty: 2882.225342
	Iteration 17Q: 3 clusters Score -1676505 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -1676570.750000 Penalty: 2882.225342
	Iteration 18Q: 3 clusters Score -1676571 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -1676613.875000 Penalty: 2882.225342
	Iteration 19Q: 3 clusters Score -1676614 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -1676664.625000 Penalty: 2882.225342
	Iteration 20F: 3 clusters Score -1676665 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -1676703.750000 Penalty: 2882.225342
	Iteration 21Q: 3 clusters Score -1676704 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -1676731.750000 Penalty: 2882.225342
	Iteration 22Q: 3 clusters Score -1676732 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -1676748.750000 Penalty: 2882.225342
	Iteration 23Q: 3 clusters Score -1676749 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -1676775.125000 Penalty: 2882.225342
	Iteration 24Q: 3 clusters Score -1676775 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -1676785.000000 Penalty: 2882.225342
	Iteration 25Q: 3 clusters Score -1676785 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -1676791.375000 Penalty: 2882.225342
	Iteration 26Q: 3 clusters Score -1676791 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -1676806.375000 Penalty: 2882.225342
	Iteration 27Q: 3 clusters Score -1676806 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -1676822.375000 Penalty: 2882.225342
	Iteration 28Q: 3 clusters Score -1676822 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -1676832.625000 Penalty: 2882.225342
	Iteration 29Q: 3 clusters Score -1676833 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -1676840.125000 Penalty: 2882.225342
	Iteration 30Q: 3 clusters Score -1676840 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -1676846.125000 Penalty: 2882.225342
	Iteration 31Q: 3 clusters Score -1676846 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -1676860.125000 Penalty: 2882.225342
	Iteration 32Q: 3 clusters Score -1676860 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -1676867.500000 Penalty: 2882.225342
	Iteration 33Q: 3 clusters Score -1676868 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -1676875.625000 Penalty: 2882.225342
	Iteration 34Q: 3 clusters Score -1676876 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -1676884.000000 Penalty: 2882.225342
	Iteration 35Q: 3 clusters Score -1676884 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -1676887.250000 Penalty: 2882.225342
	Iteration 36Q: 3 clusters Score -1676887 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -1676894.625000 Penalty: 2882.225342
	Iteration 37Q: 3 clusters Score -1676895 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -1676896.875000 Penalty: 2882.225342
	Iteration 38Q: 3 clusters Score -1676897 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -1676910.250000 Penalty: 2882.225342
	Iteration 39Q: 3 clusters Score -1676910 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -1676917.250000 Penalty: 2882.225342
	Iteration 40F: 3 clusters Score -1676917 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -1676922.625000 Penalty: 2882.225342
	Iteration 41Q: 3 clusters Score -1676923 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -1676929.000000 Penalty: 2882.225342
	Iteration 42Q: 3 clusters Score -1676929 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -1676939.250000 Penalty: 2882.225342
	Iteration 43Q: 3 clusters Score -1676939 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -1676942.375000 Penalty: 2882.225342
	Iteration 44Q: 3 clusters Score -1676942 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -1676947.375000 Penalty: 2882.225342
	Iteration 45Q: 3 clusters Score -1676947 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -1676951.125000 Penalty: 2882.225342
	Iteration 46Q: 3 clusters Score -1676951 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -1676954.250000 Penalty: 2882.225342
	Iteration 47Q: 3 clusters Score -1676954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -1676958.875000 Penalty: 2882.225342
	Iteration 48Q: 3 clusters Score -1676959 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -1676962.125000 Penalty: 2882.225342
	Iteration 49Q: 3 clusters Score -1676962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -1676963.125000 Penalty: 2882.225342
	Iteration 50Q: 3 clusters Score -1676963 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -1676962.750000 Penalty: 2882.225342
	Iteration 51Q: 3 clusters Score -1676963 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -1676971.000000 Penalty: 2882.225342
	Iteration 52Q: 3 clusters Score -1676971 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -1676969.500000 Penalty: 2882.225342
	Iteration 53Q: 3 clusters Score -1676970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -1676973.125000 Penalty: 2882.225342
	Iteration 54Q: 3 clusters Score -1676973 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -1676983.000000 Penalty: 2882.225342
	Iteration 55Q: 3 clusters Score -1676983 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -1676985.250000 Penalty: 2882.225342
	Iteration 56Q: 3 clusters Score -1676985 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -1676994.250000 Penalty: 2882.225342
	Iteration 57Q: 3 clusters Score -1676994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -1676998.625000 Penalty: 2882.225342
	Iteration 58Q: 3 clusters Score -1676999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -1676999.375000 Penalty: 2882.225342
	Iteration 59Q: 3 clusters Score -1676999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -1676999.250000 Penalty: 2882.225342
	Iteration 60F: 3 clusters Score -1676999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -1677002.750000 Penalty: 2882.225342
	Iteration 61Q: 3 clusters Score -1677003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -1677000.750000 Penalty: 2882.225342
	Iteration 62Q: 3 clusters Score -1677001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -1677002.625000 Penalty: 2882.225342
	Iteration 63Q: 3 clusters Score -1677003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -1677002.750000 Penalty: 2882.225342
	Iteration 64Q: 3 clusters Score -1677003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -1677001.875000 Penalty: 2882.225342
	Iteration 65Q: 3 clusters Score -1677002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -1677000.125000 Penalty: 2882.225342
	Iteration 66Q: 3 clusters Score -1677000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -1676999.500000 Penalty: 2882.225342
	Iteration 67Q: 3 clusters Score -1677000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -1676999.125000 Penalty: 2882.225342
	Iteration 68Q: 3 clusters Score -1676999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -1677001.750000 Penalty: 2882.225342
	Iteration 69Q: 3 clusters Score -1677002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -1677001.750000 Penalty: 2882.225342
	Iteration 70F: 3 clusters Score -1677002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (3015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Entering Unmasked Estep 
Score: -312151.343750 Penalty: 1192.089722
	Iteration 0F: 2 clusters Score -312151.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -309662.562500 Penalty: 2384.179443
	Iteration 0F: 3 clusters Score -309662.6 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -310324.968750 Penalty: 2384.179443
	Iteration 1F: 3 clusters Score -310325 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -310508.750000 Penalty: 2384.179443
	Iteration 2F: 3 clusters Score -310508.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -310609.875000 Penalty: 2384.179443
	Iteration 3Q: 3 clusters Score -310609.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -310671.437500 Penalty: 2384.179443
	Iteration 4Q: 3 clusters Score -310671.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -310735.593750 Penalty: 2384.179443
	Iteration 5Q: 3 clusters Score -310735.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -310792.156250 Penalty: 2384.179443
	Iteration 6Q: 3 clusters Score -310792.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -310823.375000 Penalty: 2384.179443
	Iteration 7Q: 3 clusters Score -310823.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -310860.343750 Penalty: 2384.179443
	Iteration 8Q: 3 clusters Score -310860.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -310888.531250 Penalty: 2384.179443
	Iteration 9Q: 3 clusters Score -310888.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -310916.187500 Penalty: 2384.179443
	Iteration 10Q: 3 clusters Score -310916.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -310936.187500 Penalty: 2384.179443
	Iteration 11Q: 3 clusters Score -310936.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -310953.843750 Penalty: 2384.179443
	Iteration 12Q: 3 clusters Score -310953.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -310968.406250 Penalty: 2384.179443
	Iteration 13Q: 3 clusters Score -310968.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -310986.843750 Penalty: 2384.179443
	Iteration 14Q: 3 clusters Score -310986.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -311003.375000 Penalty: 2384.179443
	Iteration 15Q: 3 clusters Score -311003.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -311020.718750 Penalty: 2384.179443
	Iteration 16Q: 3 clusters Score -311020.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -311037.906250 Penalty: 2384.179443
	Iteration 17Q: 3 clusters Score -311037.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -311053.625000 Penalty: 2384.179443
	Iteration 18Q: 3 clusters Score -311053.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -311070.406250 Penalty: 2384.179443
	Iteration 19Q: 3 clusters Score -311070.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -311089.968750 Penalty: 2384.179443
	Iteration 20F: 3 clusters Score -311090 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -311107.093750 Penalty: 2384.179443
	Iteration 21Q: 3 clusters Score -311107.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -311124.000000 Penalty: 2384.179443
	Iteration 22Q: 3 clusters Score -311124 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -311139.875000 Penalty: 2384.179443
	Iteration 23Q: 3 clusters Score -311139.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -311148.750000 Penalty: 2384.179443
	Iteration 24Q: 3 clusters Score -311148.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -311161.937500 Penalty: 2384.179443
	Iteration 25Q: 3 clusters Score -311161.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -311171.906250 Penalty: 2384.179443
	Iteration 26Q: 3 clusters Score -311171.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -311180.125000 Penalty: 2384.179443
	Iteration 27Q: 3 clusters Score -311180.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -311189.500000 Penalty: 2384.179443
	Iteration 28Q: 3 clusters Score -311189.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -311199.937500 Penalty: 2384.179443
	Iteration 29Q: 3 clusters Score -311199.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -311216.625000 Penalty: 2384.179443
	Iteration 30Q: 3 clusters Score -311216.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -311226.531250 Penalty: 2384.179443
	Iteration 31Q: 3 clusters Score -311226.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -311236.250000 Penalty: 2384.179443
	Iteration 32Q: 3 clusters Score -311236.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -311245.468750 Penalty: 2384.179443
	Iteration 33Q: 3 clusters Score -311245.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -311249.906250 Penalty: 2384.179443
	Iteration 34Q: 3 clusters Score -311249.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -311257.250000 Penalty: 2384.179443
	Iteration 35Q: 3 clusters Score -311257.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -311263.093750 Penalty: 2384.179443
	Iteration 36Q: 3 clusters Score -311263.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -311266.500000 Penalty: 2384.179443
	Iteration 37Q: 3 clusters Score -311266.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -311269.250000 Penalty: 2384.179443
	Iteration 38Q: 3 clusters Score -311269.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -311272.062500 Penalty: 2384.179443
	Iteration 39Q: 3 clusters Score -311272.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -311278.093750 Penalty: 2384.179443
	Iteration 40F: 3 clusters Score -311278.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -311283.281250 Penalty: 2384.179443
	Iteration 41Q: 3 clusters Score -311283.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -311287.718750 Penalty: 2384.179443
	Iteration 42Q: 3 clusters Score -311287.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -311294.125000 Penalty: 2384.179443
	Iteration 43Q: 3 clusters Score -311294.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -311299.781250 Penalty: 2384.179443
	Iteration 44Q: 3 clusters Score -311299.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -311307.500000 Penalty: 2384.179443
	Iteration 45Q: 3 clusters Score -311307.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -311315.062500 Penalty: 2384.179443
	Iteration 46Q: 3 clusters Score -311315.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -311321.125000 Penalty: 2384.179443
	Iteration 47Q: 3 clusters Score -311321.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -311330.062500 Penalty: 2384.179443
	Iteration 48Q: 3 clusters Score -311330.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -311334.156250 Penalty: 2384.179443
	Iteration 49Q: 3 clusters Score -311334.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -311336.406250 Penalty: 2384.179443
	Iteration 50Q: 3 clusters Score -311336.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -311341.218750 Penalty: 2384.179443
	Iteration 51Q: 3 clusters Score -311341.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -311344.687500 Penalty: 2384.179443
	Iteration 52Q: 3 clusters Score -311344.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -311347.343750 Penalty: 2384.179443
	Iteration 53Q: 3 clusters Score -311347.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -311351.906250 Penalty: 2384.179443
	Iteration 54Q: 3 clusters Score -311351.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -311354.375000 Penalty: 2384.179443
	Iteration 55Q: 3 clusters Score -311354.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -311358.218750 Penalty: 2384.179443
	Iteration 56Q: 3 clusters Score -311358.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -311360.250000 Penalty: 2384.179443
	Iteration 57Q: 3 clusters Score -311360.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -311362.656250 Penalty: 2384.179443
	Iteration 58Q: 3 clusters Score -311362.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -311365.218750 Penalty: 2384.179443
	Iteration 59Q: 3 clusters Score -311365.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -311366.281250 Penalty: 2384.179443
	Iteration 60F: 3 clusters Score -311366.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -311367.781250 Penalty: 2384.179443
	Iteration 61Q: 3 clusters Score -311367.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -311369.375000 Penalty: 2384.179443
	Iteration 62Q: 3 clusters Score -311369.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -311370.812500 Penalty: 2384.179443
	Iteration 63Q: 3 clusters Score -311370.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -311373.437500 Penalty: 2384.179443
	Iteration 64Q: 3 clusters Score -311373.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -311374.468750 Penalty: 2384.179443
	Iteration 65Q: 3 clusters Score -311374.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -311374.937500 Penalty: 2384.179443
	Iteration 66Q: 3 clusters Score -311374.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -311375.562500 Penalty: 2384.179443
	Iteration 67Q: 3 clusters Score -311375.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -311376.968750 Penalty: 2384.179443
	Iteration 68Q: 3 clusters Score -311377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -311377.531250 Penalty: 2384.179443
	Iteration 69Q: 3 clusters Score -311377.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -311377.812500 Penalty: 2384.179443
	Iteration 70Q: 3 clusters Score -311377.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -311377.812500 Penalty: 2384.179443
	Iteration 71F: 3 clusters Score -311377.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Entering Unmasked Estep 
Score: -249011.359375 Penalty: 1176.494263
	Iteration 0F: 2 clusters Score -249011.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -246728.093750 Penalty: 2352.988525
	Iteration 0F: 3 clusters Score -246728.1 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -247417.578125 Penalty: 2352.988525
	Iteration 1F: 3 clusters Score -247417.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -247707.187500 Penalty: 2352.988525
	Iteration 2F: 3 clusters Score -247707.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -247947.687500 Penalty: 2352.988525
	Iteration 3F: 3 clusters Score -247947.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -248135.531250 Penalty: 2352.988525
	Iteration 4F: 3 clusters Score -248135.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -248311.625000 Penalty: 2352.988525
	Iteration 5Q: 3 clusters Score -248311.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -248470.671875 Penalty: 2352.988525
	Iteration 6Q: 3 clusters Score -248470.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -248588.531250 Penalty: 2352.988525
	Iteration 7Q: 3 clusters Score -248588.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -248657.843750 Penalty: 2352.988525
	Iteration 8Q: 3 clusters Score -248657.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -248693.312500 Penalty: 2352.988525
	Iteration 9Q: 3 clusters Score -248693.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -248730.734375 Penalty: 2352.988525
	Iteration 10Q: 3 clusters Score -248730.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -248763.984375 Penalty: 2352.988525
	Iteration 11Q: 3 clusters Score -248764 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -248789.375000 Penalty: 2352.988525
	Iteration 12Q: 3 clusters Score -248789.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -248804.906250 Penalty: 2352.988525
	Iteration 13Q: 3 clusters Score -248804.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -248817.921875 Penalty: 2352.988525
	Iteration 14Q: 3 clusters Score -248817.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -248829.828125 Penalty: 2352.988525
	Iteration 15Q: 3 clusters Score -248829.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -248840.468750 Penalty: 2352.988525
	Iteration 16Q: 3 clusters Score -248840.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -248852.906250 Penalty: 2352.988525
	Iteration 17Q: 3 clusters Score -248852.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -248863.046875 Penalty: 2352.988525
	Iteration 18Q: 3 clusters Score -248863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -248869.328125 Penalty: 2352.988525
	Iteration 19Q: 3 clusters Score -248869.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -248872.281250 Penalty: 2352.988525
	Iteration 20F: 3 clusters Score -248872.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -248875.125000 Penalty: 2352.988525
	Iteration 21Q: 3 clusters Score -248875.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -248876.828125 Penalty: 2352.988525
	Iteration 22Q: 3 clusters Score -248876.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -248879.781250 Penalty: 2352.988525
	Iteration 23Q: 3 clusters Score -248879.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -248883.750000 Penalty: 2352.988525
	Iteration 24Q: 3 clusters Score -248883.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -248888.437500 Penalty: 2352.988525
	Iteration 25Q: 3 clusters Score -248888.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -248890.734375 Penalty: 2352.988525
	Iteration 26Q: 3 clusters Score -248890.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -248890.734375 Penalty: 2352.988525
	Iteration 27F: 3 clusters Score -248890.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 61584 members 
Mstep: Class 2 contains 9806 members 
Mstep: Class 3 contains 6963 members 
Mstep: Class 4 contains 48909 members 
Mstep: Class 5 contains 8873 members 
Mstep: Class 6 contains 11498 members 
Mstep: Class 7 contains 60232 members 
Mstep: Class 8 contains 11158 members 
Mstep: Class 9 contains 11152 members 
Mstep: Class 10 contains 11426 members 
Mstep: Class 11 contains 10303 members 
Mstep: Class 12 contains 7222 members 
Mstep: Class 13 contains 18923 members 
Mstep: Class 14 contains 37857 members 
Mstep: Class 15 contains 17081 members 
Mstep: Class 16 contains 24442 members 
Mstep: Class 17 contains 28606 members 
Mstep: Class 18 contains 20149 members 
Mstep: Class 19 contains 1421 members 
Mstep: Class 20 contains 201379 members 
Mstep: Class 21 contains 36045 members 
Mstep: Class 22 contains 1977 members 
Mstep: Class 23 contains 6611 members 
Mstep: Class 24 contains 1665 members 
Mstep: Class 25 contains 34782 members 
Mstep: Class 26 contains 6415 members 
Mstep: Class 27 contains 14560 members 
Mstep: Class 28 contains 21079 members 
Mstep: Class 29 contains 37985 members 
Mstep: Class 30 contains 19510 members 
Mstep: Class 31 contains 8659 members 
Mstep: Class 32 contains 1070 members 
Mstep: Class 33 contains 8061 members 
Mstep: Class 34 contains 3794 members 
Mstep: Class 35 contains 295 members 
Mstep: Class 36 contains 2555 members 
Mstep: Class 37 contains 4115 members 
Mstep: Class 38 contains 2473 members 
Mstep: Class 39 contains 32464 members 
Mstep: Class 40 contains 18298 members 
Mstep: Class 41 contains 16073 members 
Mstep: Class 42 contains 3015 members 
Mstep: Class 43 contains 2715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88114848.000000 Penalty: 91801.750000
Iteration 119Q: 46 clusters Score -8.811485e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 61596 members 
Mstep: Class 2 contains 9810 members 
Mstep: Class 3 contains 6964 members 
Mstep: Class 4 contains 48750 members 
Mstep: Class 5 contains 8876 members 
Mstep: Class 6 contains 11502 members 
Mstep: Class 7 contains 60179 members 
Mstep: Class 8 contains 11188 members 
Mstep: Class 9 contains 11190 members 
Mstep: Class 10 contains 11431 members 
Mstep: Class 11 contains 10346 members 
Mstep: Class 12 contains 7224 members 
Mstep: Class 13 contains 18924 members 
Mstep: Class 14 contains 37858 members 
Mstep: Class 15 contains 17088 members 
Mstep: Class 16 contains 24405 members 
Mstep: Class 17 contains 28614 members 
Mstep: Class 18 contains 20144 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 201375 members 
Mstep: Class 21 contains 36049 members 
Mstep: Class 22 contains 1977 members 
Mstep: Class 23 contains 6605 members 
Mstep: Class 24 contains 1686 members 
Mstep: Class 25 contains 34810 members 
Mstep: Class 26 contains 6417 members 
Mstep: Class 27 contains 14569 members 
Mstep: Class 28 contains 21088 members 
Mstep: Class 29 contains 37980 members 
Mstep: Class 30 contains 19497 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 1065 members 
Mstep: Class 33 contains 8061 members 
Mstep: Class 34 contains 3823 members 
Mstep: Class 35 contains 295 members 
Mstep: Class 36 contains 2555 members 
Mstep: Class 37 contains 4119 members 
Mstep: Class 38 contains 2705 members 
Mstep: Class 39 contains 32492 members 
Mstep: Class 40 contains 18299 members 
Mstep: Class 41 contains 16086 members 
Mstep: Class 42 contains 3019 members 
Mstep: Class 43 contains 2697 members 
Mstep: Class 44 contains 4951 members 
Mstep: Class 45 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88115504.000000 Penalty: 91801.750000
Iteration 120F: 46 clusters Score -8.81155e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 61613 members 
Mstep: Class 2 contains 9817 members 
Mstep: Class 3 contains 6962 members 
Mstep: Class 4 contains 48644 members 
Mstep: Class 5 contains 8863 members 
Mstep: Class 6 contains 11499 members 
Mstep: Class 7 contains 60124 members 
Mstep: Class 8 contains 11191 members 
Mstep: Class 9 contains 11175 members 
Mstep: Class 10 contains 11429 members 
Mstep: Class 11 contains 10370 members 
Mstep: Class 12 contains 7219 members 
Mstep: Class 13 contains 18927 members 
Mstep: Class 14 contains 37858 members 
Mstep: Class 15 contains 17076 members 
Mstep: Class 16 contains 24338 members 
Mstep: Class 17 contains 28615 members 
Mstep: Class 18 contains 20135 members 
Mstep: Class 19 contains 1423 members 
Mstep: Class 20 contains 201344 members 
Mstep: Class 21 contains 36050 members 
Mstep: Class 22 contains 1975 members 
Mstep: Class 23 contains 6598 members 
Mstep: Class 24 contains 1697 members 
Mstep: Class 25 contains 34833 members 
Mstep: Class 26 contains 6417 members 
Mstep: Class 27 contains 14573 members 
Mstep: Class 28 contains 21086 members 
Mstep: Class 29 contains 37977 members 
Mstep: Class 30 contains 19382 members 
Mstep: Class 31 contains 8674 members 
Mstep: Class 32 contains 1062 members 
Mstep: Class 33 contains 8061 members 
Mstep: Class 34 contains 3795 members 
Mstep: Class 35 contains 295 members 
Mstep: Class 36 contains 2557 members 
Mstep: Class 37 contains 4123 members 
Mstep: Class 38 contains 2839 members 
Mstep: Class 39 contains 32518 members 
Mstep: Class 40 contains 18298 members 
Mstep: Class 41 contains 16090 members 
Mstep: Class 42 contains 3025 members 
Mstep: Class 43 contains 2686 members 
Mstep: Class 44 contains 5034 members 
Mstep: Class 45 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88115944.000000 Penalty: 91801.750000
Iteration 121Q: 46 clusters Score -8.811594e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 61623 members 
Mstep: Class 2 contains 9824 members 
Mstep: Class 3 contains 6962 members 
Mstep: Class 4 contains 48587 members 
Mstep: Class 5 contains 8848 members 
Mstep: Class 6 contains 11494 members 
Mstep: Class 7 contains 60081 members 
Mstep: Class 8 contains 11190 members 
Mstep: Class 9 contains 11168 members 
Mstep: Class 10 contains 11430 members 
Mstep: Class 11 contains 10378 members 
Mstep: Class 12 contains 7211 members 
Mstep: Class 13 contains 18935 members 
Mstep: Class 14 contains 37860 members 
Mstep: Class 15 contains 17073 members 
Mstep: Class 16 contains 24289 members 
Mstep: Class 17 contains 28618 members 
Mstep: Class 18 contains 20129 members 
Mstep: Class 19 contains 1420 members 
Mstep: Class 20 contains 201312 members 
Mstep: Class 21 contains 36043 members 
Mstep: Class 22 contains 1974 members 
Mstep: Class 23 contains 6598 members 
Mstep: Class 24 contains 1701 members 
Mstep: Class 25 contains 34849 members 
Mstep: Class 26 contains 6418 members 
Mstep: Class 27 contains 14589 members 
Mstep: Class 28 contains 21070 members 
Mstep: Class 29 contains 37973 members 
Mstep: Class 30 contains 19336 members 
Mstep: Class 31 contains 8684 members 
Mstep: Class 32 contains 1062 members 
Mstep: Class 33 contains 8061 members 
Mstep: Class 34 contains 3796 members 
Mstep: Class 35 contains 295 members 
Mstep: Class 36 contains 2558 members 
Mstep: Class 37 contains 4126 members 
Mstep: Class 38 contains 2925 members 
Mstep: Class 39 contains 32544 members 
Mstep: Class 40 contains 18296 members 
Mstep: Class 41 contains 16092 members 
Mstep: Class 42 contains 3027 members 
Mstep: Class 43 contains 2679 members 
Mstep: Class 44 contains 5056 members 
Mstep: Class 45 contains 1580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88115840.000000 Penalty: 91801.750000
Iteration 122Q: 46 clusters Score -8.811584e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 61633 members 
Mstep: Class 2 contains 9828 members 
Mstep: Class 3 contains 6962 members 
Mstep: Class 4 contains 48533 members 
Mstep: Class 5 contains 8846 members 
Mstep: Class 6 contains 11497 members 
Mstep: Class 7 contains 60011 members 
Mstep: Class 8 contains 11191 members 
Mstep: Class 9 contains 11167 members 
Mstep: Class 10 contains 11429 members 
Mstep: Class 11 contains 10384 members 
Mstep: Class 12 contains 7216 members 
Mstep: Class 13 contains 18940 members 
Mstep: Class 14 contains 37861 members 
Mstep: Class 15 contains 17076 members 
Mstep: Class 16 contains 24258 members 
Mstep: Class 17 contains 28627 members 
Mstep: Class 18 contains 20120 members 
Mstep: Class 19 contains 1416 members 
Mstep: Class 20 contains 201266 members 
Mstep: Class 21 contains 36045 members 
Mstep: Class 22 contains 1973 members 
Mstep: Class 23 contains 6598 members 
Mstep: Class 24 contains 1718 members 
Mstep: Class 25 contains 34872 members 
Mstep: Class 26 contains 6417 members 
Mstep: Class 27 contains 14601 members 
Mstep: Class 28 contains 21055 members 
Mstep: Class 29 contains 37971 members 
Mstep: Class 30 contains 19292 members 
Mstep: Class 31 contains 8703 members 
Mstep: Class 32 contains 1062 members 
Mstep: Class 33 contains 8063 members 
Mstep: Class 34 contains 3807 members 
Mstep: Class 35 contains 295 members 
Mstep: Class 36 contains 2558 members 
Mstep: Class 37 contains 4130 members 
Mstep: Class 38 contains 2977 members 
Mstep: Class 39 contains 32576 members 
Mstep: Class 40 contains 18297 members 
Mstep: Class 41 contains 16094 members 
Mstep: Class 42 contains 3027 members 
Mstep: Class 43 contains 2674 members 
Mstep: Class 44 contains 5070 members 
Mstep: Class 45 contains 1628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88115984.000000 Penalty: 91801.750000
Iteration 123Q: 46 clusters Score -8.811598e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 61630 members 
Mstep: Class 2 contains 9838 members 
Mstep: Class 3 contains 6961 members 
Mstep: Class 4 contains 48488 members 
Mstep: Class 5 contains 8841 members 
Mstep: Class 6 contains 11492 members 
Mstep: Class 7 contains 59949 members 
Mstep: Class 8 contains 11190 members 
Mstep: Class 9 contains 11166 members 
Mstep: Class 10 contains 11429 members 
Mstep: Class 11 contains 10384 members 
Mstep: Class 12 contains 7214 members 
Mstep: Class 13 contains 18946 members 
Mstep: Class 14 contains 37858 members 
Mstep: Class 15 contains 17077 members 
Mstep: Class 16 contains 24225 members 
Mstep: Class 17 contains 28629 members 
Mstep: Class 18 contains 20115 members 
Mstep: Class 19 contains 1411 members 
Mstep: Class 20 contains 201240 members 
Mstep: Class 21 contains 36047 members 
Mstep: Class 22 contains 1970 members 
Mstep: Class 23 contains 6597 members 
Mstep: Class 24 contains 1728 members 
Mstep: Class 25 contains 34893 members 
Mstep: Class 26 contains 6417 members 
Mstep: Class 27 contains 14608 members 
Mstep: Class 28 contains 21049 members 
Mstep: Class 29 contains 37963 members 
Mstep: Class 30 contains 19273 members 
Mstep: Class 31 contains 8727 members 
Mstep: Class 32 contains 1061 members 
Mstep: Class 33 contains 8066 members 
Mstep: Class 34 contains 3826 members 
Mstep: Class 35 contains 294 members 
Mstep: Class 36 contains 2560 members 
Mstep: Class 37 contains 4132 members 
Mstep: Class 38 contains 3030 members 
Mstep: Class 39 contains 32610 members 
Mstep: Class 40 contains 18295 members 
Mstep: Class 41 contains 16097 members 
Mstep: Class 42 contains 3028 members 
Mstep: Class 43 contains 2663 members 
Mstep: Class 44 contains 5076 members 
Mstep: Class 45 contains 1671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88116032.000000 Penalty: 91801.750000
Iteration 124Q: 46 clusters Score -8.811603e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 61636 members 
Mstep: Class 2 contains 9841 members 
Mstep: Class 3 contains 6961 members 
Mstep: Class 4 contains 48440 members 
Mstep: Class 5 contains 8836 members 
Mstep: Class 6 contains 11495 members 
Mstep: Class 7 contains 59889 members 
Mstep: Class 8 contains 11185 members 
Mstep: Class 9 contains 11162 members 
Mstep: Class 10 contains 11428 members 
Mstep: Class 11 contains 10384 members 
Mstep: Class 12 contains 7224 members 
Mstep: Class 13 contains 18947 members 
Mstep: Class 14 contains 37858 members 
Mstep: Class 15 contains 17077 members 
Mstep: Class 16 contains 24208 members 
Mstep: Class 17 contains 28632 members 
Mstep: Class 18 contains 20104 members 
Mstep: Class 19 contains 1410 members 
Mstep: Class 20 contains 201209 members 
Mstep: Class 21 contains 36050 members 
Mstep: Class 22 contains 1970 members 
Mstep: Class 23 contains 6595 members 
Mstep: Class 24 contains 1740 members 
Mstep: Class 25 contains 34916 members 
Mstep: Class 26 contains 6417 members 
Mstep: Class 27 contains 14615 members 
Mstep: Class 28 contains 21034 members 
Mstep: Class 29 contains 37956 members 
Mstep: Class 30 contains 19258 members 
Mstep: Class 31 contains 8752 members 
Mstep: Class 32 contains 1061 members 
Mstep: Class 33 contains 8066 members 
Mstep: Class 34 contains 3841 members 
Mstep: Class 35 contains 294 members 
Mstep: Class 36 contains 2560 members 
Mstep: Class 37 contains 4136 members 
Mstep: Class 38 contains 3073 members 
Mstep: Class 39 contains 32638 members 
Mstep: Class 40 contains 18296 members 
Mstep: Class 41 contains 16097 members 
Mstep: Class 42 contains 3029 members 
Mstep: Class 43 contains 2655 members 
Mstep: Class 44 contains 5082 members 
Mstep: Class 45 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88116064.000000 Penalty: 91801.750000
Iteration 125Q: 46 clusters Score -8.811606e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 61634 members 
Mstep: Class 2 contains 9848 members 
Mstep: Class 3 contains 6961 members 
Mstep: Class 4 contains 48408 members 
Mstep: Class 5 contains 8831 members 
Mstep: Class 6 contains 11497 members 
Mstep: Class 7 contains 59837 members 
Mstep: Class 8 contains 11186 members 
Mstep: Class 9 contains 11161 members 
Mstep: Class 10 contains 11428 members 
Mstep: Class 11 contains 10384 members 
Mstep: Class 12 contains 7227 members 
Mstep: Class 13 contains 18951 members 
Mstep: Class 14 contains 37861 members 
Mstep: Class 15 contains 17077 members 
Mstep: Class 16 contains 24192 members 
Mstep: Class 17 contains 28631 members 
Mstep: Class 18 contains 20096 members 
Mstep: Class 19 contains 1410 members 
Mstep: Class 20 contains 201184 members 
Mstep: Class 21 contains 36051 members 
Mstep: Class 22 contains 1967 members 
Mstep: Class 23 contains 6592 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 34938 members 
Mstep: Class 26 contains 6417 members 
Mstep: Class 27 contains 14622 members 
Mstep: Class 28 contains 21018 members 
Mstep: Class 29 contains 37953 members 
Mstep: Class 30 contains 19245 members 
Mstep: Class 31 contains 8766 members 
Mstep: Class 32 contains 1059 members 
Mstep: Class 33 contains 8066 members 
Mstep: Class 34 contains 3851 members 
Mstep: Class 35 contains 293 members 
Mstep: Class 36 contains 2560 members 
Mstep: Class 37 contains 4139 members 
Mstep: Class 38 contains 3101 members 
Mstep: Class 39 contains 32663 members 
Mstep: Class 40 contains 18299 members 
Mstep: Class 41 contains 16097 members 
Mstep: Class 42 contains 3029 members 
Mstep: Class 43 contains 2655 members 
Mstep: Class 44 contains 5086 members 
Mstep: Class 45 contains 1743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88116152.000000 Penalty: 91801.750000
Iteration 126Q: 46 clusters Score -8.811615e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 61635 members 
Mstep: Class 2 contains 9851 members 
Mstep: Class 3 contains 6961 members 
Mstep: Class 4 contains 48381 members 
Mstep: Class 5 contains 8828 members 
Mstep: Class 6 contains 11497 members 
Mstep: Class 7 contains 59788 members 
Mstep: Class 8 contains 11185 members 
Mstep: Class 9 contains 11160 members 
Mstep: Class 10 contains 11427 members 
Mstep: Class 11 contains 10384 members 
Mstep: Class 12 contains 7232 members 
Mstep: Class 13 contains 18952 members 
Mstep: Class 14 contains 37861 members 
Mstep: Class 15 contains 17077 members 
Mstep: Class 16 contains 24190 members 
Mstep: Class 17 contains 28630 members 
Mstep: Class 18 contains 20093 members 
Mstep: Class 19 contains 1417 members 
Mstep: Class 20 contains 201150 members 
Mstep: Class 21 contains 36054 members 
Mstep: Class 22 contains 1965 members 
Mstep: Class 23 contains 6586 members 
Mstep: Class 24 contains 1758 members 
Mstep: Class 25 contains 34965 members 
Mstep: Class 26 contains 6418 members 
Mstep: Class 27 contains 14629 members 
Mstep: Class 28 contains 21007 members 
Mstep: Class 29 contains 37950 members 
Mstep: Class 30 contains 19232 members 
Mstep: Class 31 contains 8777 members 
Mstep: Class 32 contains 1059 members 
Mstep: Class 33 contains 8067 members 
Mstep: Class 34 contains 3852 members 
Mstep: Class 35 contains 293 members 
Mstep: Class 36 contains 2560 members 
Mstep: Class 37 contains 4142 members 
Mstep: Class 38 contains 3123 members 
Mstep: Class 39 contains 32690 members 
Mstep: Class 40 contains 18300 members 
Mstep: Class 41 contains 16097 members 
Mstep: Class 42 contains 3029 members 
Mstep: Class 43 contains 2651 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88116168.000000 Penalty: 91801.750000
Iteration 127Q: 46 clusters Score -8.811617e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 61635 members 
Mstep: Class 2 contains 9853 members 
Mstep: Class 3 contains 6961 members 
Mstep: Class 4 contains 48354 members 
Mstep: Class 5 contains 8826 members 
Mstep: Class 6 contains 11498 members 
Mstep: Class 7 contains 59752 members 
Mstep: Class 8 contains 11184 members 
Mstep: Class 9 contains 11160 members 
Mstep: Class 10 contains 11427 members 
Mstep: Class 11 contains 10384 members 
Mstep: Class 12 contains 7234 members 
Mstep: Class 13 contains 18954 members 
Mstep: Class 14 contains 37862 members 
Mstep: Class 15 contains 17076 members 
Mstep: Class 16 contains 24185 members 
Mstep: Class 17 contains 28631 members 
Mstep: Class 18 contains 20090 members 
Mstep: Class 19 contains 1420 members 
Mstep: Class 20 contains 201116 members 
Mstep: Class 21 contains 36053 members 
Mstep: Class 22 contains 1966 members 
Mstep: Class 23 contains 6590 members 
Mstep: Class 24 contains 1765 members 
Mstep: Class 25 contains 34982 members 
Mstep: Class 26 contains 6419 members 
Mstep: Class 27 contains 14629 members 
Mstep: Class 28 contains 20995 members 
Mstep: Class 29 contains 37947 members 
Mstep: Class 30 contains 19223 members 
Mstep: Class 31 contains 8794 members 
Mstep: Class 32 contains 1060 members 
Mstep: Class 33 contains 8068 members 
Mstep: Class 34 contains 3859 members 
Mstep: Class 35 contains 293 members 
Mstep: Class 36 contains 2559 members 
Mstep: Class 37 contains 4139 members 
Mstep: Class 38 contains 3147 members 
Mstep: Class 39 contains 32716 members 
Mstep: Class 40 contains 18300 members 
Mstep: Class 41 contains 16098 members 
Mstep: Class 42 contains 3029 members 
Mstep: Class 43 contains 2650 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88116208.000000 Penalty: 91801.750000
Iteration 128Q: 46 clusters Score -8.811621e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 61633 members 
Mstep: Class 2 contains 9862 members 
Mstep: Class 3 contains 6962 members 
Mstep: Class 4 contains 48331 members 
Mstep: Class 5 contains 8823 members 
Mstep: Class 6 contains 11499 members 
Mstep: Class 7 contains 59699 members 
Mstep: Class 8 contains 11183 members 
Mstep: Class 9 contains 11158 members 
Mstep: Class 10 contains 11428 members 
Mstep: Class 11 contains 10385 members 
Mstep: Class 12 contains 7235 members 
Mstep: Class 13 contains 18956 members 
Mstep: Class 14 contains 37861 members 
Mstep: Class 15 contains 17076 members 
Mstep: Class 16 contains 24183 members 
Mstep: Class 17 contains 28639 members 
Mstep: Class 18 contains 20087 members 
Mstep: Class 19 contains 1422 members 
Mstep: Class 20 contains 201089 members 
Mstep: Class 21 contains 36058 members 
Mstep: Class 22 contains 1966 members 
Mstep: Class 23 contains 6589 members 
Mstep: Class 24 contains 1778 members 
Mstep: Class 25 contains 34997 members 
Mstep: Class 26 contains 6420 members 
Mstep: Class 27 contains 14629 members 
Mstep: Class 28 contains 20987 members 
Mstep: Class 29 contains 37940 members 
Mstep: Class 30 contains 19204 members 
Mstep: Class 31 contains 8814 members 
Mstep: Class 32 contains 1057 members 
Mstep: Class 33 contains 8068 members 
Mstep: Class 34 contains 3875 members 
Mstep: Class 35 contains 293 members 
Mstep: Class 36 contains 2555 members 
Mstep: Class 37 contains 4139 members 
Mstep: Class 38 contains 3157 members 
Mstep: Class 39 contains 32754 members 
Mstep: Class 40 contains 18301 members 
Mstep: Class 41 contains 16099 members 
Mstep: Class 42 contains 3029 members 
Mstep: Class 43 contains 2652 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88116192.000000 Penalty: 91801.750000
Iteration 129Q: 46 clusters Score -8.811619e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 61628 members 
Mstep: Class 2 contains 9878 members 
Mstep: Class 3 contains 6962 members 
Mstep: Class 4 contains 48322 members 
Mstep: Class 5 contains 8819 members 
Mstep: Class 6 contains 11499 members 
Mstep: Class 7 contains 59651 members 
Mstep: Class 8 contains 11178 members 
Mstep: Class 9 contains 11159 members 
Mstep: Class 10 contains 11428 members 
Mstep: Class 11 contains 10385 members 
Mstep: Class 12 contains 7236 members 
Mstep: Class 13 contains 18961 members 
Mstep: Class 14 contains 37859 members 
Mstep: Class 15 contains 17076 members 
Mstep: Class 16 contains 24180 members 
Mstep: Class 17 contains 28642 members 
Mstep: Class 18 contains 20085 members 
Mstep: Class 19 contains 1422 members 
Mstep: Class 20 contains 201068 members 
Mstep: Class 21 contains 36064 members 
Mstep: Class 22 contains 1965 members 
Mstep: Class 23 contains 6586 members 
Mstep: Class 24 contains 1786 members 
Mstep: Class 25 contains 35016 members 
Mstep: Class 26 contains 6421 members 
Mstep: Class 27 contains 14630 members 
Mstep: Class 28 contains 20987 members 
Mstep: Class 29 contains 37928 members 
Mstep: Class 30 contains 19189 members 
Mstep: Class 31 contains 8826 members 
Mstep: Class 32 contains 1055 members 
Mstep: Class 33 contains 8068 members 
Mstep: Class 34 contains 3884 members 
Mstep: Class 35 contains 293 members 
Mstep: Class 36 contains 2554 members 
Mstep: Class 37 contains 4140 members 
Mstep: Class 38 contains 3165 members 
Mstep: Class 39 contains 32784 members 
Mstep: Class 40 contains 18300 members 
Mstep: Class 41 contains 16100 members 
Mstep: Class 42 contains 3029 members 
Mstep: Class 43 contains 2653 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88116360.000000 Penalty: 91801.750000
Iteration 130Q: 46 clusters Score -8.811636e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 61625 members 
Mstep: Class 2 contains 9890 members 
Mstep: Class 3 contains 6962 members 
Mstep: Class 4 contains 48306 members 
Mstep: Class 5 contains 8818 members 
Mstep: Class 6 contains 11501 members 
Mstep: Class 7 contains 59612 members 
Mstep: Class 8 contains 11173 members 
Mstep: Class 9 contains 11159 members 
Mstep: Class 10 contains 11428 members 
Mstep: Class 11 contains 10384 members 
Mstep: Class 12 contains 7237 members 
Mstep: Class 13 contains 18963 members 
Mstep: Class 14 contains 37859 members 
Mstep: Class 15 contains 17078 members 
Mstep: Class 16 contains 24172 members 
Mstep: Class 17 contains 28641 members 
Mstep: Class 18 contains 20085 members 
Mstep: Class 19 contains 1421 members 
Mstep: Class 20 contains 201049 members 
Mstep: Class 21 contains 36066 members 
Mstep: Class 22 contains 1964 members 
Mstep: Class 23 contains 6583 members 
Mstep: Class 24 contains 1793 members 
Mstep: Class 25 contains 35032 members 
Mstep: Class 26 contains 6421 members 
Mstep: Class 27 contains 14630 members 
Mstep: Class 28 contains 20981 members 
Mstep: Class 29 contains 37920 members 
Mstep: Class 30 contains 19185 members 
Mstep: Class 31 contains 8836 members 
Mstep: Class 32 contains 1055 members 
Mstep: Class 33 contains 8067 members 
Mstep: Class 34 contains 3892 members 
Mstep: Class 35 contains 293 members 
Mstep: Class 36 contains 2554 members 
Mstep: Class 37 contains 4141 members 
Mstep: Class 38 contains 3174 members 
Mstep: Class 39 contains 32808 members 
Mstep: Class 40 contains 18299 members 
Mstep: Class 41 contains 16101 members 
Mstep: Class 42 contains 3029 members 
Mstep: Class 43 contains 2655 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88116432.000000 Penalty: 91801.750000
Iteration 131Q: 46 clusters Score -8.811643e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 61621 members 
Mstep: Class 2 contains 9898 members 
Mstep: Class 3 contains 6962 members 
Mstep: Class 4 contains 48291 members 
Mstep: Class 5 contains 8817 members 
Mstep: Class 6 contains 11502 members 
Mstep: Class 7 contains 59579 members 
Mstep: Class 8 contains 11171 members 
Mstep: Class 9 contains 11159 members 
Mstep: Class 10 contains 11428 members 
Mstep: Class 11 contains 10384 members 
Mstep: Class 12 contains 7240 members 
Mstep: Class 13 contains 18966 members 
Mstep: Class 14 contains 37855 members 
Mstep: Class 15 contains 17077 members 
Mstep: Class 16 contains 24165 members 
Mstep: Class 17 contains 28643 members 
Mstep: Class 18 contains 20081 members 
Mstep: Class 19 contains 1421 members 
Mstep: Class 20 contains 201027 members 
Mstep: Class 21 contains 36067 members 
Mstep: Class 22 contains 1964 members 
Mstep: Class 23 contains 6577 members 
Mstep: Class 24 contains 1794 members 
Mstep: Class 25 contains 35048 members 
Mstep: Class 26 contains 6421 members 
Mstep: Class 27 contains 14630 members 
Mstep: Class 28 contains 20979 members 
Mstep: Class 29 contains 37915 members 
Mstep: Class 30 contains 19181 members 
Mstep: Class 31 contains 8847 members 
Mstep: Class 32 contains 1055 members 
Mstep: Class 33 contains 8069 members 
Mstep: Class 34 contains 3902 members 
Mstep: Class 35 contains 293 members 
Mstep: Class 36 contains 2553 members 
Mstep: Class 37 contains 4141 members 
Mstep: Class 38 contains 3192 members 
Mstep: Class 39 contains 32828 members 
Mstep: Class 40 contains 18299 members 
Mstep: Class 41 contains 16103 members 
Mstep: Class 42 contains 3029 members 
Mstep: Class 43 contains 2654 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88116360.000000 Penalty: 91801.750000
Iteration 132Q: 46 clusters Score -8.811636e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 61624 members 
Mstep: Class 2 contains 9901 members 
Mstep: Class 3 contains 6962 members 
Mstep: Class 4 contains 48267 members 
Mstep: Class 5 contains 8816 members 
Mstep: Class 6 contains 11502 members 
Mstep: Class 7 contains 59548 members 
Mstep: Class 8 contains 11170 members 
Mstep: Class 9 contains 11160 members 
Mstep: Class 10 contains 11428 members 
Mstep: Class 11 contains 10384 members 
Mstep: Class 12 contains 7244 members 
Mstep: Class 13 contains 18966 members 
Mstep: Class 14 contains 37852 members 
Mstep: Class 15 contains 17077 members 
Mstep: Class 16 contains 24167 members 
Mstep: Class 17 contains 28645 members 
Mstep: Class 18 contains 20076 members 
Mstep: Class 19 contains 1422 members 
Mstep: Class 20 contains 201019 members 
Mstep: Class 21 contains 36065 members 
Mstep: Class 22 contains 1964 members 
Mstep: Class 23 contains 6577 members 
Mstep: Class 24 contains 1799 members 
Mstep: Class 25 contains 35055 members 
Mstep: Class 26 contains 6421 members 
Mstep: Class 27 contains 14629 members 
Mstep: Class 28 contains 20976 members 
Mstep: Class 29 contains 37914 members 
Mstep: Class 30 contains 19177 members 
Mstep: Class 31 contains 8850 members 
Mstep: Class 32 contains 1055 members 
Mstep: Class 33 contains 8072 members 
Mstep: Class 34 contains 3904 members 
Mstep: Class 35 contains 293 members 
Mstep: Class 36 contains 2550 members 
Mstep: Class 37 contains 4141 members 
Mstep: Class 38 contains 3205 members 
Mstep: Class 39 contains 32857 members 
Mstep: Class 40 contains 18299 members 
Mstep: Class 41 contains 16103 members 
Mstep: Class 42 contains 3029 members 
Mstep: Class 43 contains 2657 members 
Mstep: Class 44 contains 5088 members 
Mstep: Class 45 contains 1854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88116536.000000 Penalty: 91801.750000
Iteration 133Q: 46 clusters Score -8.811654e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 61622 members 
Mstep: Class 2 contains 9907 members 
Mstep: Class 3 contains 6962 members 
Mstep: Class 4 contains 48253 members 
Mstep: Class 5 contains 8814 members 
Mstep: Class 6 contains 11501 members 
Mstep: Class 7 contains 59513 members 
Mstep: Class 8 contains 11168 members 
Mstep: Class 9 contains 11159 members 
Mstep: Class 10 contains 11428 members 
Mstep: Class 11 contains 10384 members 
Mstep: Class 12 contains 7246 members 
Mstep: Class 13 contains 18966 members 
Mstep: Class 14 contains 37853 members 
Mstep: Class 15 contains 17076 members 
Mstep: Class 16 contains 24162 members 
Mstep: Class 17 contains 28649 members 
Mstep: Class 18 contains 20074 members 
Mstep: Class 19 contains 1422 members 
Mstep: Class 20 contains 201010 members 
Mstep: Class 21 contains 36063 members 
Mstep: Class 22 contains 1965 members 
Mstep: Class 23 contains 6576 members 
Mstep: Class 24 contains 1801 members 
Mstep: Class 25 contains 35066 members 
Mstep: Class 26 contains 6422 members 
Mstep: Class 27 contains 14631 members 
Mstep: Class 28 contains 20974 members 
Mstep: Class 29 contains 37909 members 
Mstep: Class 30 contains 19170 members 
Mstep: Class 31 contains 8858 members 
Mstep: Class 32 contains 1054 members 
Mstep: Class 33 contains 8073 members 
Mstep: Class 34 contains 3907 members 
Mstep: Class 35 contains 293 members 
Mstep: Class 36 contains 2549 members 
Mstep: Class 37 contains 4141 members 
Mstep: Class 38 contains 3218 members 
Mstep: Class 39 contains 32888 members 
Mstep: Class 40 contains 18299 members 
Mstep: Class 41 contains 16104 members 
Mstep: Class 42 contains 3029 members 
Mstep: Class 43 contains 2658 members 
Mstep: Class 44 contains 5088 members 
Mstep: Class 45 contains 1859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88116568.000000 Penalty: 91801.750000
Iteration 134Q: 46 clusters Score -8.811657e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 61623 members 
Mstep: Class 2 contains 9914 members 
Mstep: Class 3 contains 6962 members 
Mstep: Class 4 contains 48245 members 
Mstep: Class 5 contains 8812 members 
Mstep: Class 6 contains 11504 members 
Mstep: Class 7 contains 59472 members 
Mstep: Class 8 contains 11164 members 
Mstep: Class 9 contains 11160 members 
Mstep: Class 10 contains 11428 members 
Mstep: Class 11 contains 10384 members 
Mstep: Class 12 contains 7246 members 
Mstep: Class 13 contains 18967 members 
Mstep: Class 14 contains 37855 members 
Mstep: Class 15 contains 17076 members 
Mstep: Class 16 contains 24147 members 
Mstep: Class 17 contains 28652 members 
Mstep: Class 18 contains 20075 members 
Mstep: Class 19 contains 1423 members 
Mstep: Class 20 contains 201006 members 
Mstep: Class 21 contains 36064 members 
Mstep: Class 22 contains 1966 members 
Mstep: Class 23 contains 6576 members 
Mstep: Class 24 contains 1804 members 
Mstep: Class 25 contains 35077 members 
Mstep: Class 26 contains 6422 members 
Mstep: Class 27 contains 14632 members 
Mstep: Class 28 contains 20972 members 
Mstep: Class 29 contains 37904 members 
Mstep: Class 30 contains 19163 members 
Mstep: Class 31 contains 8864 members 
Mstep: Class 32 contains 1055 members 
Mstep: Class 33 contains 8074 members 
Mstep: Class 34 contains 3913 members 
Mstep: Class 35 contains 293 members 
Mstep: Class 36 contains 2547 members 
Mstep: Class 37 contains 4143 members 
Mstep: Class 38 contains 3227 members 
Mstep: Class 39 contains 32912 members 
Mstep: Class 40 contains 18299 members 
Mstep: Class 41 contains 16104 members 
Mstep: Class 42 contains 3029 members 
Mstep: Class 43 contains 2658 members 
Mstep: Class 44 contains 5089 members 
Mstep: Class 45 contains 1862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88116560.000000 Penalty: 91801.750000
Iteration 135Q: 46 clusters Score -8.811656e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 61621 members 
Mstep: Class 2 contains 9923 members 
Mstep: Class 3 contains 6962 members 
Mstep: Class 4 contains 48246 members 
Mstep: Class 5 contains 8812 members 
Mstep: Class 6 contains 11503 members 
Mstep: Class 7 contains 59424 members 
Mstep: Class 8 contains 11157 members 
Mstep: Class 9 contains 11161 members 
Mstep: Class 10 contains 11429 members 
Mstep: Class 11 contains 10385 members 
Mstep: Class 12 contains 7244 members 
Mstep: Class 13 contains 18971 members 
Mstep: Class 14 contains 37857 members 
Mstep: Class 15 contains 17077 members 
Mstep: Class 16 contains 24142 members 
Mstep: Class 17 contains 28649 members 
Mstep: Class 18 contains 20074 members 
Mstep: Class 19 contains 1426 members 
Mstep: Class 20 contains 200999 members 
Mstep: Class 21 contains 36064 members 
Mstep: Class 22 contains 1966 members 
Mstep: Class 23 contains 6574 members 
Mstep: Class 24 contains 1808 members 
Mstep: Class 25 contains 35087 members 
Mstep: Class 26 contains 6422 members 
Mstep: Class 27 contains 14633 members 
Mstep: Class 28 contains 20980 members 
Mstep: Class 29 contains 37901 members 
Mstep: Class 30 contains 19155 members 
Mstep: Class 31 contains 8866 members 
Mstep: Class 32 contains 1055 members 
Mstep: Class 33 contains 8079 members 
Mstep: Class 34 contains 3916 members 
Mstep: Class 35 contains 293 members 
Mstep: Class 36 contains 2547 members 
Mstep: Class 37 contains 4143 members 
Mstep: Class 38 contains 3231 members 
Mstep: Class 39 contains 32938 members 
Mstep: Class 40 contains 18300 members 
Mstep: Class 41 contains 16104 members 
Mstep: Class 42 contains 3029 members 
Mstep: Class 43 contains 2655 members 
Mstep: Class 44 contains 5089 members 
Mstep: Class 45 contains 1867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88116544.000000 Penalty: 91801.750000
Iteration 136Q: 46 clusters Score -8.811654e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 61623 members 
Mstep: Class 2 contains 9933 members 
Mstep: Class 3 contains 6962 members 
Mstep: Class 4 contains 48243 members 
Mstep: Class 5 contains 8813 members 
Mstep: Class 6 contains 11502 members 
Mstep: Class 7 contains 59393 members 
Mstep: Class 8 contains 11156 members 
Mstep: Class 9 contains 11161 members 
Mstep: Class 10 contains 11429 members 
Mstep: Class 11 contains 10385 members 
Mstep: Class 12 contains 7242 members 
Mstep: Class 13 contains 18974 members 
Mstep: Class 14 contains 37861 members 
Mstep: Class 15 contains 17078 members 
Mstep: Class 16 contains 24135 members 
Mstep: Class 17 contains 28649 members 
Mstep: Class 18 contains 20074 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 200993 members 
Mstep: Class 21 contains 36062 members 
Mstep: Class 22 contains 1965 members 
Mstep: Class 23 contains 6570 members 
Mstep: Class 24 contains 1811 members 
Mstep: Class 25 contains 35095 members 
Mstep: Class 26 contains 6422 members 
Mstep: Class 27 contains 14635 members 
Mstep: Class 28 contains 20982 members 
Mstep: Class 29 contains 37893 members 
Mstep: Class 30 contains 19150 members 
Mstep: Class 31 contains 8864 members 
Mstep: Class 32 contains 1055 members 
Mstep: Class 33 contains 8082 members 
Mstep: Class 34 contains 3919 members 
Mstep: Class 35 contains 293 members 
Mstep: Class 36 contains 2545 members 
Mstep: Class 37 contains 4145 members 
Mstep: Class 38 contains 3237 members 
Mstep: Class 39 contains 32957 members 
Mstep: Class 40 contains 18300 members 
Mstep: Class 41 contains 16104 members 
Mstep: Class 42 contains 3029 members 
Mstep: Class 43 contains 2657 members 
Mstep: Class 44 contains 5089 members 
Mstep: Class 45 contains 1868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88116488.000000 Penalty: 91801.750000
Iteration 137Q: 46 clusters Score -8.811649e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 61626 members 
Mstep: Class 2 contains 9938 members 
Mstep: Class 3 contains 6962 members 
Mstep: Class 4 contains 48237 members 
Mstep: Class 5 contains 8814 members 
Mstep: Class 6 contains 11500 members 
Mstep: Class 7 contains 59361 members 
Mstep: Class 8 contains 11154 members 
Mstep: Class 9 contains 11161 members 
Mstep: Class 10 contains 11429 members 
Mstep: Class 11 contains 10385 members 
Mstep: Class 12 contains 7245 members 
Mstep: Class 13 contains 18975 members 
Mstep: Class 14 contains 37862 members 
Mstep: Class 15 contains 17078 members 
Mstep: Class 16 contains 24127 members 
Mstep: Class 17 contains 28654 members 
Mstep: Class 18 contains 20071 members 
Mstep: Class 19 contains 1432 members 
Mstep: Class 20 contains 200984 members 
Mstep: Class 21 contains 36061 members 
Mstep: Class 22 contains 1964 members 
Mstep: Class 23 contains 6565 members 
Mstep: Class 24 contains 1810 members 
Mstep: Class 25 contains 35106 members 
Mstep: Class 26 contains 6422 members 
Mstep: Class 27 contains 14635 members 
Mstep: Class 28 contains 20983 members 
Mstep: Class 29 contains 37889 members 
Mstep: Class 30 contains 19146 members 
Mstep: Class 31 contains 8864 members 
Mstep: Class 32 contains 1056 members 
Mstep: Class 33 contains 8084 members 
Mstep: Class 34 contains 3922 members 
Mstep: Class 35 contains 293 members 
Mstep: Class 36 contains 2543 members 
Mstep: Class 37 contains 4150 members 
Mstep: Class 38 contains 3246 members 
Mstep: Class 39 contains 32982 members 
Mstep: Class 40 contains 18300 members 
Mstep: Class 41 contains 16105 members 
Mstep: Class 42 contains 3029 members 
Mstep: Class 43 contains 2656 members 
Mstep: Class 44 contains 5089 members 
Mstep: Class 45 contains 1869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88116320.000000 Penalty: 91801.750000
Iteration 138Q: 46 clusters Score -8.811632e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 61630 members 
Mstep: Class 2 contains 9941 members 
Mstep: Class 3 contains 6962 members 
Mstep: Class 4 contains 48236 members 
Mstep: Class 5 contains 8816 members 
Mstep: Class 6 contains 11500 members 
Mstep: Class 7 contains 59337 members 
Mstep: Class 8 contains 11153 members 
Mstep: Class 9 contains 11162 members 
Mstep: Class 10 contains 11429 members 
Mstep: Class 11 contains 10385 members 
Mstep: Class 12 contains 7248 members 
Mstep: Class 13 contains 18976 members 
Mstep: Class 14 contains 37858 members 
Mstep: Class 15 contains 17078 members 
Mstep: Class 16 contains 24124 members 
Mstep: Class 17 contains 28657 members 
Mstep: Class 18 contains 20070 members 
Mstep: Class 19 contains 1436 members 
Mstep: Class 20 contains 200971 members 
Mstep: Class 21 contains 36062 members 
Mstep: Class 22 contains 1963 members 
Mstep: Class 23 contains 6556 members 
Mstep: Class 24 contains 1810 members 
Mstep: Class 25 contains 35117 members 
Mstep: Class 26 contains 6423 members 
Mstep: Class 27 contains 14634 members 
Mstep: Class 28 contains 20983 members 
Mstep: Class 29 contains 37886 members 
Mstep: Class 30 contains 19145 members 
Mstep: Class 31 contains 8863 members 
Mstep: Class 32 contains 1055 members 
Mstep: Class 33 contains 8084 members 
Mstep: Class 34 contains 3924 members 
Mstep: Class 35 contains 293 members 
Mstep: Class 36 contains 2544 members 
Mstep: Class 37 contains 4153 members 
Mstep: Class 38 contains 3249 members 
Mstep: Class 39 contains 33003 members 
Mstep: Class 40 contains 18300 members 
Mstep: Class 41 contains 16105 members 
Mstep: Class 42 contains 3029 members 
Mstep: Class 43 contains 2656 members 
Mstep: Class 44 contains 5089 members 
Mstep: Class 45 contains 1869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88116528.000000 Penalty: 91801.750000
Iteration 139Q: 46 clusters Score -8.811653e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 61633 members 
Mstep: Class 2 contains 9943 members 
Mstep: Class 3 contains 6962 members 
Mstep: Class 4 contains 48233 members 
Mstep: Class 5 contains 8817 members 
Mstep: Class 6 contains 11500 members 
Mstep: Class 7 contains 59304 members 
Mstep: Class 8 contains 11152 members 
Mstep: Class 9 contains 11162 members 
Mstep: Class 10 contains 11429 members 
Mstep: Class 11 contains 10385 members 
Mstep: Class 12 contains 7246 members 
Mstep: Class 13 contains 18976 members 
Mstep: Class 14 contains 37858 members 
Mstep: Class 15 contains 17079 members 
Mstep: Class 16 contains 24117 members 
Mstep: Class 17 contains 28655 members 
Mstep: Class 18 contains 20069 members 
Mstep: Class 19 contains 1440 members 
Mstep: Class 20 contains 200958 members 
Mstep: Class 21 contains 36072 members 
Mstep: Class 22 contains 1961 members 
Mstep: Class 23 contains 6550 members 
Mstep: Class 24 contains 1811 members 
Mstep: Class 25 contains 35125 members 
Mstep: Class 26 contains 6423 members 
Mstep: Class 27 contains 14635 members 
Mstep: Class 28 contains 20987 members 
Mstep: Class 29 contains 37884 members 
Mstep: Class 30 contains 19145 members 
Mstep: Class 31 contains 8864 members 
Mstep: Class 32 contains 1054 members 
Mstep: Class 33 contains 8085 members 
Mstep: Class 34 contains 3928 members 
Mstep: Class 35 contains 293 members 
Mstep: Class 36 contains 2544 members 
Mstep: Class 37 contains 4158 members 
Mstep: Class 38 contains 3252 members 
Mstep: Class 39 contains 33025 members 
Mstep: Class 40 contains 18300 members 
Mstep: Class 41 contains 16105 members 
Mstep: Class 42 contains 3029 members 
Mstep: Class 43 contains 2658 members 
Mstep: Class 44 contains 5089 members 
Mstep: Class 45 contains 1869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88116536.000000 Penalty: 91801.750000
Iteration 140F: 46 clusters Score -8.811654e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 61634 members 
Mstep: Class 2 contains 9947 members 
Mstep: Class 3 contains 6962 members 
Mstep: Class 4 contains 48232 members 
Mstep: Class 5 contains 8818 members 
Mstep: Class 6 contains 11500 members 
Mstep: Class 7 contains 59282 members 
Mstep: Class 8 contains 11152 members 
Mstep: Class 9 contains 11162 members 
Mstep: Class 10 contains 11429 members 
Mstep: Class 11 contains 10385 members 
Mstep: Class 12 contains 7246 members 
Mstep: Class 13 contains 18980 members 
Mstep: Class 14 contains 37856 members 
Mstep: Class 15 contains 17079 members 
Mstep: Class 16 contains 24113 members 
Mstep: Class 17 contains 28650 members 
Mstep: Class 18 contains 20069 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 200951 members 
Mstep: Class 21 contains 36078 members 
Mstep: Class 22 contains 1959 members 
Mstep: Class 23 contains 6543 members 
Mstep: Class 24 contains 1811 members 
Mstep: Class 25 contains 35135 members 
Mstep: Class 26 contains 6423 members 
Mstep: Class 27 contains 14638 members 
Mstep: Class 28 contains 20989 members 
Mstep: Class 29 contains 37882 members 
Mstep: Class 30 contains 19141 members 
Mstep: Class 31 contains 8866 members 
Mstep: Class 32 contains 1052 members 
Mstep: Class 33 contains 8086 members 
Mstep: Class 34 contains 3931 members 
Mstep: Class 35 contains 293 members 
Mstep: Class 36 contains 2544 members 
Mstep: Class 37 contains 4160 members 
Mstep: Class 38 contains 3255 members 
Mstep: Class 39 contains 33033 members 
Mstep: Class 40 contains 18300 members 
Mstep: Class 41 contains 16106 members 
Mstep: Class 42 contains 3029 members 
Mstep: Class 43 contains 2662 members 
Mstep: Class 44 contains 5089 members 
Mstep: Class 45 contains 1870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88116592.000000 Penalty: 91801.750000
Iteration 141Q: 46 clusters Score -8.811659e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 61635 members 
Mstep: Class 2 contains 9956 members 
Mstep: Class 3 contains 6962 members 
Mstep: Class 4 contains 48229 members 
Mstep: Class 5 contains 8817 members 
Mstep: Class 6 contains 11500 members 
Mstep: Class 7 contains 59256 members 
Mstep: Class 8 contains 11152 members 
Mstep: Class 9 contains 11162 members 
Mstep: Class 10 contains 11429 members 
Mstep: Class 11 contains 10385 members 
Mstep: Class 12 contains 7246 members 
Mstep: Class 13 contains 18980 members 
Mstep: Class 14 contains 37856 members 
Mstep: Class 15 contains 17079 members 
Mstep: Class 16 contains 24111 members 
Mstep: Class 17 contains 28651 members 
Mstep: Class 18 contains 20069 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 200945 members 
Mstep: Class 21 contains 36089 members 
Mstep: Class 22 contains 1957 members 
Mstep: Class 23 contains 6539 members 
Mstep: Class 24 contains 1812 members 
Mstep: Class 25 contains 35144 members 
Mstep: Class 26 contains 6424 members 
Mstep: Class 27 contains 14641 members 
Mstep: Class 28 contains 20990 members 
Mstep: Class 29 contains 37875 members 
Mstep: Class 30 contains 19134 members 
Mstep: Class 31 contains 8867 members 
Mstep: Class 32 contains 1051 members 
Mstep: Class 33 contains 8086 members 
Mstep: Class 34 contains 3933 members 
Mstep: Class 35 contains 293 members 
Mstep: Class 36 contains 2544 members 
Mstep: Class 37 contains 4160 members 
Mstep: Class 38 contains 3262 members 
Mstep: Class 39 contains 33043 members 
Mstep: Class 40 contains 18300 members 
Mstep: Class 41 contains 16106 members 
Mstep: Class 42 contains 3029 members 
Mstep: Class 43 contains 2663 members 
Mstep: Class 44 contains 5089 members 
Mstep: Class 45 contains 1872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88116608.000000 Penalty: 91801.750000
Iteration 142Q: 46 clusters Score -8.811661e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 61634 members 
Mstep: Class 2 contains 9965 members 
Mstep: Class 3 contains 6962 members 
Mstep: Class 4 contains 48228 members 
Mstep: Class 5 contains 8818 members 
Mstep: Class 6 contains 11501 members 
Mstep: Class 7 contains 59229 members 
Mstep: Class 8 contains 11152 members 
Mstep: Class 9 contains 11162 members 
Mstep: Class 10 contains 11429 members 
Mstep: Class 11 contains 10385 members 
Mstep: Class 12 contains 7245 members 
Mstep: Class 13 contains 18981 members 
Mstep: Class 14 contains 37855 members 
Mstep: Class 15 contains 17079 members 
Mstep: Class 16 contains 24114 members 
Mstep: Class 17 contains 28647 members 
Mstep: Class 18 contains 20069 members 
Mstep: Class 19 contains 1440 members 
Mstep: Class 20 contains 200940 members 
Mstep: Class 21 contains 36092 members 
Mstep: Class 22 contains 1956 members 
Mstep: Class 23 contains 6535 members 
Mstep: Class 24 contains 1812 members 
Mstep: Class 25 contains 35151 members 
Mstep: Class 26 contains 6424 members 
Mstep: Class 27 contains 14645 members 
Mstep: Class 28 contains 20989 members 
Mstep: Class 29 contains 37871 members 
Mstep: Class 30 contains 19129 members 
Mstep: Class 31 contains 8871 members 
Mstep: Class 32 contains 1051 members 
Mstep: Class 33 contains 8086 members 
Mstep: Class 34 contains 3936 members 
Mstep: Class 35 contains 293 members 
Mstep: Class 36 contains 2544 members 
Mstep: Class 37 contains 4162 members 
Mstep: Class 38 contains 3265 members 
Mstep: Class 39 contains 33057 members 
Mstep: Class 40 contains 18300 members 
Mstep: Class 41 contains 16106 members 
Mstep: Class 42 contains 3029 members 
Mstep: Class 43 contains 2663 members 
Mstep: Class 44 contains 5089 members 
Mstep: Class 45 contains 1873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88116536.000000 Penalty: 91801.750000
Iteration 143Q: 46 clusters Score -8.811654e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 61635 members 
Mstep: Class 2 contains 9976 members 
Mstep: Class 3 contains 6962 members 
Mstep: Class 4 contains 48223 members 
Mstep: Class 5 contains 8819 members 
Mstep: Class 6 contains 11500 members 
Mstep: Class 7 contains 59190 members 
Mstep: Class 8 contains 11152 members 
Mstep: Class 9 contains 11162 members 
Mstep: Class 10 contains 11429 members 
Mstep: Class 11 contains 10385 members 
Mstep: Class 12 contains 7245 members 
Mstep: Class 13 contains 18983 members 
Mstep: Class 14 contains 37854 members 
Mstep: Class 15 contains 17079 members 
Mstep: Class 16 contains 24112 members 
Mstep: Class 17 contains 28649 members 
Mstep: Class 18 contains 20069 members 
Mstep: Class 19 contains 1439 members 
Mstep: Class 20 contains 200945 members 
Mstep: Class 21 contains 36094 members 
Mstep: Class 22 contains 1954 members 
Mstep: Class 23 contains 6530 members 
Mstep: Class 24 contains 1813 members 
Mstep: Class 25 contains 35160 members 
Mstep: Class 26 contains 6425 members 
Mstep: Class 27 contains 14647 members 
Mstep: Class 28 contains 20990 members 
Mstep: Class 29 contains 37866 members 
Mstep: Class 30 contains 19124 members 
Mstep: Class 31 contains 8872 members 
Mstep: Class 32 contains 1051 members 
Mstep: Class 33 contains 8086 members 
Mstep: Class 34 contains 3938 members 
Mstep: Class 35 contains 293 members 
Mstep: Class 36 contains 2544 members 
Mstep: Class 37 contains 4164 members 
Mstep: Class 38 contains 3276 members 
Mstep: Class 39 contains 33067 members 
Mstep: Class 40 contains 18301 members 
Mstep: Class 41 contains 16106 members 
Mstep: Class 42 contains 3029 members 
Mstep: Class 43 contains 2661 members 
Mstep: Class 44 contains 5089 members 
Mstep: Class 45 contains 1876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88116624.000000 Penalty: 91801.750000
Iteration 144Q: 46 clusters Score -8.811662e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 61635 members 
Mstep: Class 2 contains 9985 members 
Mstep: Class 3 contains 6962 members 
Mstep: Class 4 contains 48221 members 
Mstep: Class 5 contains 8823 members 
Mstep: Class 6 contains 11501 members 
Mstep: Class 7 contains 59159 members 
Mstep: Class 8 contains 11152 members 
Mstep: Class 9 contains 11162 members 
Mstep: Class 10 contains 11429 members 
Mstep: Class 11 contains 10385 members 
Mstep: Class 12 contains 7247 members 
Mstep: Class 13 contains 18983 members 
Mstep: Class 14 contains 37853 members 
Mstep: Class 15 contains 17079 members 
Mstep: Class 16 contains 24110 members 
Mstep: Class 17 contains 28653 members 
Mstep: Class 18 contains 20068 members 
Mstep: Class 19 contains 1438 members 
Mstep: Class 20 contains 200945 members 
Mstep: Class 21 contains 36095 members 
Mstep: Class 22 contains 1951 members 
Mstep: Class 23 contains 6526 members 
Mstep: Class 24 contains 1814 members 
Mstep: Class 25 contains 35165 members 
Mstep: Class 26 contains 6425 members 
Mstep: Class 27 contains 14648 members 
Mstep: Class 28 contains 20991 members 
Mstep: Class 29 contains 37860 members 
Mstep: Class 30 contains 19122 members 
Mstep: Class 31 contains 8870 members 
Mstep: Class 32 contains 1051 members 
Mstep: Class 33 contains 8085 members 
Mstep: Class 34 contains 3939 members 
Mstep: Class 35 contains 293 members 
Mstep: Class 36 contains 2543 members 
Mstep: Class 37 contains 4164 members 
Mstep: Class 38 contains 3285 members 
Mstep: Class 39 contains 33083 members 
Mstep: Class 40 contains 18302 members 
Mstep: Class 41 contains 16106 members 
Mstep: Class 42 contains 3029 members 
Mstep: Class 43 contains 2662 members 
Mstep: Class 44 contains 5089 members 
Mstep: Class 45 contains 1876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88116624.000000 Penalty: 91801.750000
Iteration 145Q: 46 clusters Score -8.811662e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 61634 members 
Mstep: Class 2 contains 9990 members 
Mstep: Class 3 contains 6962 members 
Mstep: Class 4 contains 48218 members 
Mstep: Class 5 contains 8822 members 
Mstep: Class 6 contains 11501 members 
Mstep: Class 7 contains 59127 members 
Mstep: Class 8 contains 11152 members 
Mstep: Class 9 contains 11162 members 
Mstep: Class 10 contains 11430 members 
Mstep: Class 11 contains 10385 members 
Mstep: Class 12 contains 7250 members 
Mstep: Class 13 contains 18984 members 
Mstep: Class 14 contains 37851 members 
Mstep: Class 15 contains 17079 members 
Mstep: Class 16 contains 24102 members 
Mstep: Class 17 contains 28661 members 
Mstep: Class 18 contains 20068 members 
Mstep: Class 19 contains 1439 members 
Mstep: Class 20 contains 200951 members 
Mstep: Class 21 contains 36100 members 
Mstep: Class 22 contains 1950 members 
Mstep: Class 23 contains 6522 members 
Mstep: Class 24 contains 1812 members 
Mstep: Class 25 contains 35170 members 
Mstep: Class 26 contains 6425 members 
Mstep: Class 27 contains 14648 members 
Mstep: Class 28 contains 20992 members 
Mstep: Class 29 contains 37856 members 
Mstep: Class 30 contains 19118 members 
Mstep: Class 31 contains 8869 members 
Mstep: Class 32 contains 1051 members 
Mstep: Class 33 contains 8081 members 
Mstep: Class 34 contains 3941 members 
Mstep: Class 35 contains 293 members 
Mstep: Class 36 contains 2543 members 
Mstep: Class 37 contains 4168 members 
Mstep: Class 38 contains 3292 members 
Mstep: Class 39 contains 33100 members 
Mstep: Class 40 contains 18304 members 
Mstep: Class 41 contains 16106 members 
Mstep: Class 42 contains 3029 members 
Mstep: Class 43 contains 2661 members 
Mstep: Class 44 contains 5089 members 
Mstep: Class 45 contains 1876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88116512.000000 Penalty: 91801.750000
Iteration 146Q: 46 clusters Score -8.811651e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 61634 members 
Mstep: Class 2 contains 9997 members 
Mstep: Class 3 contains 6962 members 
Mstep: Class 4 contains 48219 members 
Mstep: Class 5 contains 8822 members 
Mstep: Class 6 contains 11501 members 
Mstep: Class 7 contains 59097 members 
Mstep: Class 8 contains 11152 members 
Mstep: Class 9 contains 11162 members 
Mstep: Class 10 contains 11430 members 
Mstep: Class 11 contains 10385 members 
Mstep: Class 12 contains 7252 members 
Mstep: Class 13 contains 18984 members 
Mstep: Class 14 contains 37850 members 
Mstep: Class 15 contains 17079 members 
Mstep: Class 16 contains 24094 members 
Mstep: Class 17 contains 28668 members 
Mstep: Class 18 contains 20067 members 
Mstep: Class 19 contains 1439 members 
Mstep: Class 20 contains 200951 members 
Mstep: Class 21 contains 36103 members 
Mstep: Class 22 contains 1950 members 
Mstep: Class 23 contains 6519 members 
Mstep: Class 24 contains 1812 members 
Mstep: Class 25 contains 35177 members 
Mstep: Class 26 contains 6425 members 
Mstep: Class 27 contains 14648 members 
Mstep: Class 28 contains 20989 members 
Mstep: Class 29 contains 37854 members 
Mstep: Class 30 contains 19116 members 
Mstep: Class 31 contains 8870 members 
Mstep: Class 32 contains 1051 members 
Mstep: Class 33 contains 8081 members 
Mstep: Class 34 contains 3941 members 
Mstep: Class 35 contains 293 members 
Mstep: Class 36 contains 2545 members 
Mstep: Class 37 contains 4170 members 
Mstep: Class 38 contains 3299 members 
Mstep: Class 39 contains 33112 members 
Mstep: Class 40 contains 18304 members 
Mstep: Class 41 contains 16106 members 
Mstep: Class 42 contains 3029 members 
Mstep: Class 43 contains 2659 members 
Mstep: Class 44 contains 5089 members 
Mstep: Class 45 contains 1877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88116568.000000 Penalty: 91801.750000
Iteration 147Q: 46 clusters Score -8.811657e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 61631 members 
Mstep: Class 2 contains 9998 members 
Mstep: Class 3 contains 6962 members 
Mstep: Class 4 contains 48219 members 
Mstep: Class 5 contains 8818 members 
Mstep: Class 6 contains 11501 members 
Mstep: Class 7 contains 59071 members 
Mstep: Class 8 contains 11152 members 
Mstep: Class 9 contains 11162 members 
Mstep: Class 10 contains 11430 members 
Mstep: Class 11 contains 10385 members 
Mstep: Class 12 contains 7254 members 
Mstep: Class 13 contains 18985 members 
Mstep: Class 14 contains 37850 members 
Mstep: Class 15 contains 17079 members 
Mstep: Class 16 contains 24081 members 
Mstep: Class 17 contains 28675 members 
Mstep: Class 18 contains 20065 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 200951 members 
Mstep: Class 21 contains 36107 members 
Mstep: Class 22 contains 1951 members 
Mstep: Class 23 contains 6518 members 
Mstep: Class 24 contains 1810 members 
Mstep: Class 25 contains 35185 members 
Mstep: Class 26 contains 6425 members 
Mstep: Class 27 contains 14648 members 
Mstep: Class 28 contains 20987 members 
Mstep: Class 29 contains 37852 members 
Mstep: Class 30 contains 19114 members 
Mstep: Class 31 contains 8873 members 
Mstep: Class 32 contains 1051 members 
Mstep: Class 33 contains 8081 members 
Mstep: Class 34 contains 3941 members 
Mstep: Class 35 contains 293 members 
Mstep: Class 36 contains 2544 members 
Mstep: Class 37 contains 4172 members 
Mstep: Class 38 contains 3308 members 
Mstep: Class 39 contains 33126 members 
Mstep: Class 40 contains 18305 members 
Mstep: Class 41 contains 16106 members 
Mstep: Class 42 contains 3029 members 
Mstep: Class 43 contains 2658 members 
Mstep: Class 44 contains 5089 members 
Mstep: Class 45 contains 1881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88116656.000000 Penalty: 91801.750000
Iteration 148Q: 46 clusters Score -8.811666e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 61630 members 
Mstep: Class 2 contains 10002 members 
Mstep: Class 3 contains 6962 members 
Mstep: Class 4 contains 48216 members 
Mstep: Class 5 contains 8815 members 
Mstep: Class 6 contains 11501 members 
Mstep: Class 7 contains 59049 members 
Mstep: Class 8 contains 11151 members 
Mstep: Class 9 contains 11162 members 
Mstep: Class 10 contains 11430 members 
Mstep: Class 11 contains 10385 members 
Mstep: Class 12 contains 7255 members 
Mstep: Class 13 contains 18986 members 
Mstep: Class 14 contains 37850 members 
Mstep: Class 15 contains 17079 members 
Mstep: Class 16 contains 24080 members 
Mstep: Class 17 contains 28682 members 
Mstep: Class 18 contains 20064 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 200946 members 
Mstep: Class 21 contains 36106 members 
Mstep: Class 22 contains 1951 members 
Mstep: Class 23 contains 6517 members 
Mstep: Class 24 contains 1811 members 
Mstep: Class 25 contains 35192 members 
Mstep: Class 26 contains 6425 members 
Mstep: Class 27 contains 14649 members 
Mstep: Class 28 contains 20990 members 
Mstep: Class 29 contains 37849 members 
Mstep: Class 30 contains 19112 members 
Mstep: Class 31 contains 8876 members 
Mstep: Class 32 contains 1049 members 
Mstep: Class 33 contains 8080 members 
Mstep: Class 34 contains 3940 members 
Mstep: Class 35 contains 293 members 
Mstep: Class 36 contains 2544 members 
Mstep: Class 37 contains 4174 members 
Mstep: Class 38 contains 3314 members 
Mstep: Class 39 contains 33136 members 
Mstep: Class 40 contains 18305 members 
Mstep: Class 41 contains 16106 members 
Mstep: Class 42 contains 3029 members 
Mstep: Class 43 contains 2659 members 
Mstep: Class 44 contains 5089 members 
Mstep: Class 45 contains 1882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88116576.000000 Penalty: 91801.750000
Iteration 149Q: 46 clusters Score -8.811658e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 61631 members 
Mstep: Class 2 contains 10003 members 
Mstep: Class 3 contains 6962 members 
Mstep: Class 4 contains 48213 members 
Mstep: Class 5 contains 8815 members 
Mstep: Class 6 contains 11501 members 
Mstep: Class 7 contains 59024 members 
Mstep: Class 8 contains 11151 members 
Mstep: Class 9 contains 11162 members 
Mstep: Class 10 contains 11430 members 
Mstep: Class 11 contains 10385 members 
Mstep: Class 12 contains 7257 members 
Mstep: Class 13 contains 18986 members 
Mstep: Class 14 contains 37850 members 
Mstep: Class 15 contains 17079 members 
Mstep: Class 16 contains 24077 members 
Mstep: Class 17 contains 28688 members 
Mstep: Class 18 contains 20064 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 200941 members 
Mstep: Class 21 contains 36106 members 
Mstep: Class 22 contains 1951 members 
Mstep: Class 23 contains 6514 members 
Mstep: Class 24 contains 1809 members 
Mstep: Class 25 contains 35199 members 
Mstep: Class 26 contains 6425 members 
Mstep: Class 27 contains 14650 members 
Mstep: Class 28 contains 20989 members 
Mstep: Class 29 contains 37846 members 
Mstep: Class 30 contains 19110 members 
Mstep: Class 31 contains 8880 members 
Mstep: Class 32 contains 1051 members 
Mstep: Class 33 contains 8079 members 
Mstep: Class 34 contains 3939 members 
Mstep: Class 35 contains 293 members 
Mstep: Class 36 contains 2545 members 
Mstep: Class 37 contains 4177 members 
Mstep: Class 38 contains 3316 members 
Mstep: Class 39 contains 33152 members 
Mstep: Class 40 contains 18305 members 
Mstep: Class 41 contains 16106 members 
Mstep: Class 42 contains 3029 members 
Mstep: Class 43 contains 2660 members 
Mstep: Class 44 contains 5089 members 
Mstep: Class 45 contains 1884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88116616.000000 Penalty: 91801.750000
Iteration 150Q: 46 clusters Score -8.811662e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 61631 members 
Mstep: Class 2 contains 10008 members 
Mstep: Class 3 contains 6962 members 
Mstep: Class 4 contains 48212 members 
Mstep: Class 5 contains 8815 members 
Mstep: Class 6 contains 11501 members 
Mstep: Class 7 contains 59001 members 
Mstep: Class 8 contains 11151 members 
Mstep: Class 9 contains 11162 members 
Mstep: Class 10 contains 11430 members 
Mstep: Class 11 contains 10385 members 
Mstep: Class 12 contains 7258 members 
Mstep: Class 13 contains 18987 members 
Mstep: Class 14 contains 37849 members 
Mstep: Class 15 contains 17079 members 
Mstep: Class 16 contains 24072 members 
Mstep: Class 17 contains 28691 members 
Mstep: Class 18 contains 20062 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 200937 members 
Mstep: Class 21 contains 36109 members 
Mstep: Class 22 contains 1951 members 
Mstep: Class 23 contains 6512 members 
Mstep: Class 24 contains 1809 members 
Mstep: Class 25 contains 35205 members 
Mstep: Class 26 contains 6425 members 
Mstep: Class 27 contains 14650 members 
Mstep: Class 28 contains 20992 members 
Mstep: Class 29 contains 37843 members 
Mstep: Class 30 contains 19112 members 
Mstep: Class 31 contains 8880 members 
Mstep: Class 32 contains 1051 members 
Mstep: Class 33 contains 8079 members 
Mstep: Class 34 contains 3940 members 
Mstep: Class 35 contains 293 members 
Mstep: Class 36 contains 2545 members 
Mstep: Class 37 contains 4180 members 
Mstep: Class 38 contains 3317 members 
Mstep: Class 39 contains 33162 members 
Mstep: Class 40 contains 18305 members 
Mstep: Class 41 contains 16106 members 
Mstep: Class 42 contains 3029 members 
Mstep: Class 43 contains 2661 members 
Mstep: Class 44 contains 5089 members 
Mstep: Class 45 contains 1884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88116664.000000 Penalty: 91801.750000
Iteration 151Q: 46 clusters Score -8.811666e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 61629 members 
Mstep: Class 2 contains 10011 members 
Mstep: Class 3 contains 6963 members 
Mstep: Class 4 contains 48211 members 
Mstep: Class 5 contains 8817 members 
Mstep: Class 6 contains 11501 members 
Mstep: Class 7 contains 58971 members 
Mstep: Class 8 contains 11151 members 
Mstep: Class 9 contains 11162 members 
Mstep: Class 10 contains 11430 members 
Mstep: Class 11 contains 10385 members 
Mstep: Class 12 contains 7260 members 
Mstep: Class 13 contains 18988 members 
Mstep: Class 14 contains 37849 members 
Mstep: Class 15 contains 17079 members 
Mstep: Class 16 contains 24071 members 
Mstep: Class 17 contains 28694 members 
Mstep: Class 18 contains 20062 members 
Mstep: Class 19 contains 1444 members 
Mstep: Class 20 contains 200924 members 
Mstep: Class 21 contains 36106 members 
Mstep: Class 22 contains 1951 members 
Mstep: Class 23 contains 6513 members 
Mstep: Class 24 contains 1809 members 
Mstep: Class 25 contains 35210 members 
Mstep: Class 26 contains 6425 members 
Mstep: Class 27 contains 14652 members 
Mstep: Class 28 contains 20998 members 
Mstep: Class 29 contains 37838 members 
Mstep: Class 30 contains 19113 members 
Mstep: Class 31 contains 8882 members 
Mstep: Class 32 contains 1051 members 
Mstep: Class 33 contains 8078 members 
Mstep: Class 34 contains 3940 members 
Mstep: Class 35 contains 293 members 
Mstep: Class 36 contains 2545 members 
Mstep: Class 37 contains 4183 members 
Mstep: Class 38 contains 3319 members 
Mstep: Class 39 contains 33182 members 
Mstep: Class 40 contains 18305 members 
Mstep: Class 41 contains 16106 members 
Mstep: Class 42 contains 3029 members 
Mstep: Class 43 contains 2661 members 
Mstep: Class 44 contains 5089 members 
Mstep: Class 45 contains 1884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88116592.000000 Penalty: 91801.750000
Iteration 152Q: 46 clusters Score -8.811659e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 61629 members 
Mstep: Class 2 contains 10014 members 
Mstep: Class 3 contains 6963 members 
Mstep: Class 4 contains 48212 members 
Mstep: Class 5 contains 8820 members 
Mstep: Class 6 contains 11501 members 
Mstep: Class 7 contains 58953 members 
Mstep: Class 8 contains 11151 members 
Mstep: Class 9 contains 11162 members 
Mstep: Class 10 contains 11430 members 
Mstep: Class 11 contains 10385 members 
Mstep: Class 12 contains 7260 members 
Mstep: Class 13 contains 18988 members 
Mstep: Class 14 contains 37849 members 
Mstep: Class 15 contains 17079 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 28694 members 
Mstep: Class 18 contains 20064 members 
Mstep: Class 19 contains 1445 members 
Mstep: Class 20 contains 200917 members 
Mstep: Class 21 contains 36109 members 
Mstep: Class 22 contains 1951 members 
Mstep: Class 23 contains 6514 members 
Mstep: Class 24 contains 1809 members 
Mstep: Class 25 contains 35218 members 
Mstep: Class 26 contains 6425 members 
Mstep: Class 27 contains 14651 members 
Mstep: Class 28 contains 21000 members 
Mstep: Class 29 contains 37833 members 
Mstep: Class 30 contains 19112 members 
Mstep: Class 31 contains 8880 members 
Mstep: Class 32 contains 1051 members 
Mstep: Class 33 contains 8078 members 
Mstep: Class 34 contains 3939 members 
Mstep: Class 35 contains 293 members 
Mstep: Class 36 contains 2544 members 
Mstep: Class 37 contains 4183 members 
Mstep: Class 38 contains 3321 members 
Mstep: Class 39 contains 33196 members 
Mstep: Class 40 contains 18305 members 
Mstep: Class 41 contains 16106 members 
Mstep: Class 42 contains 3029 members 
Mstep: Class 43 contains 2661 members 
Mstep: Class 44 contains 5089 members 
Mstep: Class 45 contains 1885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88116496.000000 Penalty: 91801.750000
Iteration 153Q: 46 clusters Score -8.81165e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 61630 members 
Mstep: Class 2 contains 10018 members 
Mstep: Class 3 contains 6963 members 
Mstep: Class 4 contains 48211 members 
Mstep: Class 5 contains 8818 members 
Mstep: Class 6 contains 11501 members 
Mstep: Class 7 contains 58932 members 
Mstep: Class 8 contains 11152 members 
Mstep: Class 9 contains 11162 members 
Mstep: Class 10 contains 11430 members 
Mstep: Class 11 contains 10385 members 
Mstep: Class 12 contains 7260 members 
Mstep: Class 13 contains 18989 members 
Mstep: Class 14 contains 37849 members 
Mstep: Class 15 contains 17079 members 
Mstep: Class 16 contains 24060 members 
Mstep: Class 17 contains 28694 members 
Mstep: Class 18 contains 20066 members 
Mstep: Class 19 contains 1447 members 
Mstep: Class 20 contains 200917 members 
Mstep: Class 21 contains 36107 members 
Mstep: Class 22 contains 1951 members 
Mstep: Class 23 contains 6516 members 
Mstep: Class 24 contains 1809 members 
Mstep: Class 25 contains 35225 members 
Mstep: Class 26 contains 6425 members 
Mstep: Class 27 contains 14651 members 
Mstep: Class 28 contains 21002 members 
Mstep: Class 29 contains 37831 members 
Mstep: Class 30 contains 19109 members 
Mstep: Class 31 contains 8880 members 
Mstep: Class 32 contains 1051 members 
Mstep: Class 33 contains 8078 members 
Mstep: Class 34 contains 3938 members 
Mstep: Class 35 contains 293 members 
Mstep: Class 36 contains 2544 members 
Mstep: Class 37 contains 4185 members 
Mstep: Class 38 contains 3326 members 
Mstep: Class 39 contains 33205 members 
Mstep: Class 40 contains 18305 members 
Mstep: Class 41 contains 16106 members 
Mstep: Class 42 contains 3029 members 
Mstep: Class 43 contains 2660 members 
Mstep: Class 44 contains 5089 members 
Mstep: Class 45 contains 1886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88116520.000000 Penalty: 91801.750000
Iteration 154Q: 46 clusters Score -8.811652e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 61631 members 
Mstep: Class 2 contains 10024 members 
Mstep: Class 3 contains 6963 members 
Mstep: Class 4 contains 48211 members 
Mstep: Class 5 contains 8818 members 
Mstep: Class 6 contains 11501 members 
Mstep: Class 7 contains 58913 members 
Mstep: Class 8 contains 11153 members 
Mstep: Class 9 contains 11162 members 
Mstep: Class 10 contains 11430 members 
Mstep: Class 11 contains 10385 members 
Mstep: Class 12 contains 7259 members 
Mstep: Class 13 contains 18989 members 
Mstep: Class 14 contains 37849 members 
Mstep: Class 15 contains 17079 members 
Mstep: Class 16 contains 24056 members 
Mstep: Class 17 contains 28695 members 
Mstep: Class 18 contains 20067 members 
Mstep: Class 19 contains 1450 members 
Mstep: Class 20 contains 200912 members 
Mstep: Class 21 contains 36109 members 
Mstep: Class 22 contains 1951 members 
Mstep: Class 23 contains 6517 members 
Mstep: Class 24 contains 1809 members 
Mstep: Class 25 contains 35235 members 
Mstep: Class 26 contains 6425 members 
Mstep: Class 27 contains 14652 members 
Mstep: Class 28 contains 21002 members 
Mstep: Class 29 contains 37825 members 
Mstep: Class 30 contains 19108 members 
Mstep: Class 31 contains 8880 members 
Mstep: Class 32 contains 1051 members 
Mstep: Class 33 contains 8078 members 
Mstep: Class 34 contains 3939 members 
Mstep: Class 35 contains 293 members 
Mstep: Class 36 contains 2544 members 
Mstep: Class 37 contains 4184 members 
Mstep: Class 38 contains 3327 members 
Mstep: Class 39 contains 33216 members 
Mstep: Class 40 contains 18305 members 
Mstep: Class 41 contains 16106 members 
Mstep: Class 42 contains 3029 members 
Mstep: Class 43 contains 2657 members 
Mstep: Class 44 contains 5089 members 
Mstep: Class 45 contains 1886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88116528.000000 Penalty: 91801.750000
Iteration 155Q: 46 clusters Score -8.811653e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 61632 members 
Mstep: Class 2 contains 10030 members 
Mstep: Class 3 contains 6963 members 
Mstep: Class 4 contains 48210 members 
Mstep: Class 5 contains 8818 members 
Mstep: Class 6 contains 11501 members 
Mstep: Class 7 contains 58898 members 
Mstep: Class 8 contains 11153 members 
Mstep: Class 9 contains 11162 members 
Mstep: Class 10 contains 11430 members 
Mstep: Class 11 contains 10385 members 
Mstep: Class 12 contains 7258 members 
Mstep: Class 13 contains 18991 members 
Mstep: Class 14 contains 37850 members 
Mstep: Class 15 contains 17079 members 
Mstep: Class 16 contains 24058 members 
Mstep: Class 17 contains 28696 members 
Mstep: Class 18 contains 20068 members 
Mstep: Class 19 contains 1450 members 
Mstep: Class 20 contains 200910 members 
Mstep: Class 21 contains 36108 members 
Mstep: Class 22 contains 1951 members 
Mstep: Class 23 contains 6516 members 
Mstep: Class 24 contains 1810 members 
Mstep: Class 25 contains 35238 members 
Mstep: Class 26 contains 6425 members 
Mstep: Class 27 contains 14652 members 
Mstep: Class 28 contains 21001 members 
Mstep: Class 29 contains 37819 members 
Mstep: Class 30 contains 19106 members 
Mstep: Class 31 contains 8880 members 
Mstep: Class 32 contains 1048 members 
Mstep: Class 33 contains 8078 members 
Mstep: Class 34 contains 3939 members 
Mstep: Class 35 contains 293 members 
Mstep: Class 36 contains 2544 members 
Mstep: Class 37 contains 4185 members 
Mstep: Class 38 contains 3328 members 
Mstep: Class 39 contains 33224 members 
Mstep: Class 40 contains 18305 members 
Mstep: Class 41 contains 16106 members 
Mstep: Class 42 contains 3029 members 
Mstep: Class 43 contains 2661 members 
Mstep: Class 44 contains 5089 members 
Mstep: Class 45 contains 1887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88116560.000000 Penalty: 91801.750000
Iteration 156Q: 46 clusters Score -8.811656e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 61633 members 
Mstep: Class 2 contains 10036 members 
Mstep: Class 3 contains 6963 members 
Mstep: Class 4 contains 48210 members 
Mstep: Class 5 contains 8818 members 
Mstep: Class 6 contains 11501 members 
Mstep: Class 7 contains 58883 members 
Mstep: Class 8 contains 11152 members 
Mstep: Class 9 contains 11162 members 
Mstep: Class 10 contains 11430 members 
Mstep: Class 11 contains 10385 members 
Mstep: Class 12 contains 7257 members 
Mstep: Class 13 contains 18993 members 
Mstep: Class 14 contains 37849 members 
Mstep: Class 15 contains 17079 members 
Mstep: Class 16 contains 24059 members 
Mstep: Class 17 contains 28695 members 
Mstep: Class 18 contains 20068 members 
Mstep: Class 19 contains 1451 members 
Mstep: Class 20 contains 200907 members 
Mstep: Class 21 contains 36109 members 
Mstep: Class 22 contains 1951 members 
Mstep: Class 23 contains 6514 members 
Mstep: Class 24 contains 1812 members 
Mstep: Class 25 contains 35242 members 
Mstep: Class 26 contains 6425 members 
Mstep: Class 27 contains 14653 members 
Mstep: Class 28 contains 21002 members 
Mstep: Class 29 contains 37813 members 
Mstep: Class 30 contains 19105 members 
Mstep: Class 31 contains 8880 members 
Mstep: Class 32 contains 1047 members 
Mstep: Class 33 contains 8078 members 
Mstep: Class 34 contains 3939 members 
Mstep: Class 35 contains 293 members 
Mstep: Class 36 contains 2543 members 
Mstep: Class 37 contains 4187 members 
Mstep: Class 38 contains 3330 members 
Mstep: Class 39 contains 33231 members 
Mstep: Class 40 contains 18305 members 
Mstep: Class 41 contains 16106 members 
Mstep: Class 42 contains 3029 members 
Mstep: Class 43 contains 2662 members 
Mstep: Class 44 contains 5089 members 
Mstep: Class 45 contains 1888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88116552.000000 Penalty: 91801.750000
Iteration 157Q: 46 clusters Score -8.811655e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 61635 members 
Mstep: Class 2 contains 10043 members 
Mstep: Class 3 contains 6963 members 
Mstep: Class 4 contains 48208 members 
Mstep: Class 5 contains 8818 members 
Mstep: Class 6 contains 11501 members 
Mstep: Class 7 contains 58878 members 
Mstep: Class 8 contains 11152 members 
Mstep: Class 9 contains 11162 members 
Mstep: Class 10 contains 11430 members 
Mstep: Class 11 contains 10385 members 
Mstep: Class 12 contains 7256 members 
Mstep: Class 13 contains 18995 members 
Mstep: Class 14 contains 37849 members 
Mstep: Class 15 contains 17079 members 
Mstep: Class 16 contains 24059 members 
Mstep: Class 17 contains 28695 members 
Mstep: Class 18 contains 20068 members 
Mstep: Class 19 contains 1453 members 
Mstep: Class 20 contains 200902 members 
Mstep: Class 21 contains 36109 members 
Mstep: Class 22 contains 1951 members 
Mstep: Class 23 contains 6510 members 
Mstep: Class 24 contains 1813 members 
Mstep: Class 25 contains 35244 members 
Mstep: Class 26 contains 6425 members 
Mstep: Class 27 contains 14653 members 
Mstep: Class 28 contains 21003 members 
Mstep: Class 29 contains 37806 members 
Mstep: Class 30 contains 19105 members 
Mstep: Class 31 contains 8880 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 8078 members 
Mstep: Class 34 contains 3940 members 
Mstep: Class 35 contains 293 members 
Mstep: Class 36 contains 2543 members 
Mstep: Class 37 contains 4187 members 
Mstep: Class 38 contains 3334 members 
Mstep: Class 39 contains 33236 members 
Mstep: Class 40 contains 18305 members 
Mstep: Class 41 contains 16106 members 
Mstep: Class 42 contains 3029 members 
Mstep: Class 43 contains 2661 members 
Mstep: Class 44 contains 5089 members 
Mstep: Class 45 contains 1888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88116536.000000 Penalty: 91801.750000
Iteration 158Q: 46 clusters Score -8.811654e+07 nChanged 37
Entering ConstructFrom: 
Score: -88116536.000000 Penalty: 91801.750000
Entering ConstructFrom: 
Trying to split cluster 1 (61635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61635 members 
Entering Unmasked Estep 
Score: -6327517.500000 Penalty: 1641.113037
	Iteration 0F: 2 clusters Score -6327518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30838 members 
Mstep: Class 2 contains 30797 members 
Entering Unmasked Estep 
Score: -6287060.000000 Penalty: 3282.226074
	Iteration 0F: 3 clusters Score -6287060 nChanged 28873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30809 members 
Mstep: Class 2 contains 30826 members 
Entering Unmasked Estep 
Score: -6303501.500000 Penalty: 3282.226074
	Iteration 1F: 3 clusters Score -6303502 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30794 members 
Mstep: Class 2 contains 30841 members 
Entering Unmasked Estep 
Score: -6304411.000000 Penalty: 3282.226074
	Iteration 2Q: 3 clusters Score -6304411 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30735 members 
Mstep: Class 2 contains 30900 members 
Entering Unmasked Estep 
Score: -6305462.500000 Penalty: 3282.226074
	Iteration 3Q: 3 clusters Score -6305462 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30770 members 
Mstep: Class 2 contains 30865 members 
Entering Unmasked Estep 
Score: -6306649.500000 Penalty: 3282.226074
	Iteration 4Q: 3 clusters Score -6306650 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30856 members 
Mstep: Class 2 contains 30779 members 
Entering Unmasked Estep 
Score: -6307973.500000 Penalty: 3282.226074
	Iteration 5Q: 3 clusters Score -6307974 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31059 members 
Mstep: Class 2 contains 30576 members 
Entering Unmasked Estep 
Score: -6309459.000000 Penalty: 3282.226074
	Iteration 6F: 3 clusters Score -6309459 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31326 members 
Mstep: Class 2 contains 30309 members 
Entering Unmasked Estep 
Score: -6310925.000000 Penalty: 3282.226074
	Iteration 7F: 3 clusters Score -6310925 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31702 members 
Mstep: Class 2 contains 29933 members 
Entering Unmasked Estep 
Score: -6312647.000000 Penalty: 3282.226074
	Iteration 8F: 3 clusters Score -6312647 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32160 members 
Mstep: Class 2 contains 29475 members 
Entering Unmasked Estep 
Score: -6314503.500000 Penalty: 3282.226074
	Iteration 9F: 3 clusters Score -6314504 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32648 members 
Mstep: Class 2 contains 28987 members 
Entering Unmasked Estep 
Score: -6316248.000000 Penalty: 3282.226074
	Iteration 10F: 3 clusters Score -6316248 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33176 members 
Mstep: Class 2 contains 28459 members 
Entering Unmasked Estep 
Score: -6317667.500000 Penalty: 3282.226074
	Iteration 11Q: 3 clusters Score -6317668 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33627 members 
Mstep: Class 2 contains 28008 members 
Entering Unmasked Estep 
Score: -6318560.500000 Penalty: 3282.226074
	Iteration 12Q: 3 clusters Score -6318560 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34001 members 
Mstep: Class 2 contains 27634 members 
Entering Unmasked Estep 
Score: -6319171.500000 Penalty: 3282.226074
	Iteration 13Q: 3 clusters Score -6319172 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34314 members 
Mstep: Class 2 contains 27321 members 
Entering Unmasked Estep 
Score: -6319565.000000 Penalty: 3282.226074
	Iteration 14Q: 3 clusters Score -6319565 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34634 members 
Mstep: Class 2 contains 27001 members 
Entering Unmasked Estep 
Score: -6319866.000000 Penalty: 3282.226074
	Iteration 15Q: 3 clusters Score -6319866 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34952 members 
Mstep: Class 2 contains 26683 members 
Entering Unmasked Estep 
Score: -6320140.500000 Penalty: 3282.226074
	Iteration 16Q: 3 clusters Score -6320140 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35230 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -6320474.000000 Penalty: 3282.226074
	Iteration 17Q: 3 clusters Score -6320474 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35568 members 
Mstep: Class 2 contains 26067 members 
Entering Unmasked Estep 
Score: -6320818.000000 Penalty: 3282.226074
	Iteration 18Q: 3 clusters Score -6320818 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35948 members 
Mstep: Class 2 contains 25687 members 
Entering Unmasked Estep 
Score: -6321256.500000 Penalty: 3282.226074
	Iteration 19Q: 3 clusters Score -6321256 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36335 members 
Mstep: Class 2 contains 25300 members 
Entering Unmasked Estep 
Score: -6321631.000000 Penalty: 3282.226074
	Iteration 20F: 3 clusters Score -6321631 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36687 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -6321893.500000 Penalty: 3282.226074
	Iteration 21Q: 3 clusters Score -6321894 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37054 members 
Mstep: Class 2 contains 24581 members 
Entering Unmasked Estep 
Score: -6322204.000000 Penalty: 3282.226074
	Iteration 22Q: 3 clusters Score -6322204 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37395 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -6322444.500000 Penalty: 3282.226074
	Iteration 23Q: 3 clusters Score -6322444 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37692 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -6322596.000000 Penalty: 3282.226074
	Iteration 24Q: 3 clusters Score -6322596 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37937 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -6322687.000000 Penalty: 3282.226074
	Iteration 25Q: 3 clusters Score -6322687 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38169 members 
Mstep: Class 2 contains 23466 members 
Entering Unmasked Estep 
Score: -6322777.500000 Penalty: 3282.226074
	Iteration 26Q: 3 clusters Score -6322778 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38396 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -6322849.000000 Penalty: 3282.226074
	Iteration 27Q: 3 clusters Score -6322849 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38636 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -6322918.000000 Penalty: 3282.226074
	Iteration 28Q: 3 clusters Score -6322918 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38844 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -6322982.000000 Penalty: 3282.226074
	Iteration 29Q: 3 clusters Score -6322982 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39040 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -6323025.500000 Penalty: 3282.226074
	Iteration 30Q: 3 clusters Score -6323026 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39225 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -6323061.000000 Penalty: 3282.226074
	Iteration 31Q: 3 clusters Score -6323061 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39399 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -6323074.000000 Penalty: 3282.226074
	Iteration 32Q: 3 clusters Score -6323074 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39606 members 
Mstep: Class 2 contains 22029 members 
Entering Unmasked Estep 
Score: -6323109.500000 Penalty: 3282.226074
	Iteration 33Q: 3 clusters Score -6323110 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39808 members 
Mstep: Class 2 contains 21827 members 
Entering Unmasked Estep 
Score: -6323161.000000 Penalty: 3282.226074
	Iteration 34Q: 3 clusters Score -6323161 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40021 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -6323167.500000 Penalty: 3282.226074
	Iteration 35Q: 3 clusters Score -6323168 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40239 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -6323185.000000 Penalty: 3282.226074
	Iteration 36Q: 3 clusters Score -6323185 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40420 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -6323202.000000 Penalty: 3282.226074
	Iteration 37Q: 3 clusters Score -6323202 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40620 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -6323225.500000 Penalty: 3282.226074
	Iteration 38Q: 3 clusters Score -6323226 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40810 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -6323242.500000 Penalty: 3282.226074
	Iteration 39Q: 3 clusters Score -6323242 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41002 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -6323283.500000 Penalty: 3282.226074
	Iteration 40F: 3 clusters Score -6323284 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41193 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -6323306.000000 Penalty: 3282.226074
	Iteration 41Q: 3 clusters Score -6323306 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41391 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -6323329.500000 Penalty: 3282.226074
	Iteration 42Q: 3 clusters Score -6323330 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41590 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -6323343.500000 Penalty: 3282.226074
	Iteration 43Q: 3 clusters Score -6323344 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41792 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -6323344.500000 Penalty: 3282.226074
	Iteration 44Q: 3 clusters Score -6323344 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41992 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -6323376.000000 Penalty: 3282.226074
	Iteration 45Q: 3 clusters Score -6323376 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42177 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -6323391.500000 Penalty: 3282.226074
	Iteration 46Q: 3 clusters Score -6323392 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42352 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -6323411.500000 Penalty: 3282.226074
	Iteration 47Q: 3 clusters Score -6323412 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42557 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -6323437.500000 Penalty: 3282.226074
	Iteration 48Q: 3 clusters Score -6323438 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42747 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -6323474.000000 Penalty: 3282.226074
	Iteration 49Q: 3 clusters Score -6323474 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42917 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -6323499.500000 Penalty: 3282.226074
	Iteration 50Q: 3 clusters Score -6323500 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43077 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -6323512.000000 Penalty: 3282.226074
	Iteration 51Q: 3 clusters Score -6323512 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43234 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -6323526.000000 Penalty: 3282.226074
	Iteration 52Q: 3 clusters Score -6323526 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43390 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -6323525.500000 Penalty: 3282.226074
	Iteration 53Q: 3 clusters Score -6323526 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43555 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -6323533.500000 Penalty: 3282.226074
	Iteration 54Q: 3 clusters Score -6323534 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43724 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -6323543.000000 Penalty: 3282.226074
	Iteration 55Q: 3 clusters Score -6323543 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43867 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -6323571.000000 Penalty: 3282.226074
	Iteration 56Q: 3 clusters Score -6323571 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43976 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -6323577.000000 Penalty: 3282.226074
	Iteration 57Q: 3 clusters Score -6323577 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44087 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -6323578.500000 Penalty: 3282.226074
	Iteration 58Q: 3 clusters Score -6323578 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44210 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -6323596.000000 Penalty: 3282.226074
	Iteration 59Q: 3 clusters Score -6323596 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44346 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -6323611.500000 Penalty: 3282.226074
	Iteration 60F: 3 clusters Score -6323612 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44483 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -6323635.000000 Penalty: 3282.226074
	Iteration 61Q: 3 clusters Score -6323635 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44625 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -6323644.000000 Penalty: 3282.226074
	Iteration 62Q: 3 clusters Score -6323644 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44782 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -6323661.500000 Penalty: 3282.226074
	Iteration 63Q: 3 clusters Score -6323662 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44929 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -6323694.500000 Penalty: 3282.226074
	Iteration 64Q: 3 clusters Score -6323694 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45101 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -6323722.000000 Penalty: 3282.226074
	Iteration 65Q: 3 clusters Score -6323722 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45242 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -6323743.000000 Penalty: 3282.226074
	Iteration 66Q: 3 clusters Score -6323743 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45374 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -6323735.500000 Penalty: 3282.226074
	Iteration 67Q: 3 clusters Score -6323736 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45511 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -6323743.500000 Penalty: 3282.226074
	Iteration 68Q: 3 clusters Score -6323744 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45658 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -6323765.500000 Penalty: 3282.226074
	Iteration 69Q: 3 clusters Score -6323766 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45801 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6323772 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45940 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -6323811.500000 Penalty: 3282.226074
	Iteration 71Q: 3 clusters Score -6323812 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46077 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6323832 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46220 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6323810 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46360 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6323822 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46508 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -6323834.500000 Penalty: 3282.226074
	Iteration 75Q: 3 clusters Score -6323834 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46657 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -6323836.500000 Penalty: 3282.226074
	Iteration 76Q: 3 clusters Score -6323836 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46790 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -6323834.500000 Penalty: 3282.226074
	Iteration 77Q: 3 clusters Score -6323834 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46933 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -6323838.000000 Penalty: 3282.226074
	Iteration 78Q: 3 clusters Score -6323838 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47072 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6323857 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47247 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -6323877.000000 Penalty: 3282.226074
	Iteration 80F: 3 clusters Score -6323877 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47421 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -6323897.500000 Penalty: 3282.226074
	Iteration 81Q: 3 clusters Score -6323898 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47597 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -6323926.000000 Penalty: 3282.226074
	Iteration 82Q: 3 clusters Score -6323926 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47769 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -6323931.500000 Penalty: 3282.226074
	Iteration 83Q: 3 clusters Score -6323932 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47934 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -6323953.500000 Penalty: 3282.226074
	Iteration 84Q: 3 clusters Score -6323954 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48088 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -6323964.500000 Penalty: 3282.226074
	Iteration 85Q: 3 clusters Score -6323964 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48265 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -6323980.500000 Penalty: 3282.226074
	Iteration 86Q: 3 clusters Score -6323980 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48438 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -6323988.000000 Penalty: 3282.226074
	Iteration 87Q: 3 clusters Score -6323988 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48638 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -6324022.000000 Penalty: 3282.226074
	Iteration 88Q: 3 clusters Score -6324022 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48846 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -6324073.000000 Penalty: 3282.226074
	Iteration 89Q: 3 clusters Score -6324073 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49057 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -6324096.500000 Penalty: 3282.226074
	Iteration 90Q: 3 clusters Score -6324096 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49247 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -6324125.500000 Penalty: 3282.226074
	Iteration 91Q: 3 clusters Score -6324126 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49441 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -6324142.000000 Penalty: 3282.226074
	Iteration 92Q: 3 clusters Score -6324142 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49648 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -6324158.500000 Penalty: 3282.226074
	Iteration 93Q: 3 clusters Score -6324158 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49847 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -6324175.000000 Penalty: 3282.226074
	Iteration 94Q: 3 clusters Score -6324175 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50057 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -6324225.000000 Penalty: 3282.226074
	Iteration 95Q: 3 clusters Score -6324225 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50275 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -6324247.000000 Penalty: 3282.226074
	Iteration 96Q: 3 clusters Score -6324247 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50488 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -6324278.500000 Penalty: 3282.226074
	Iteration 97Q: 3 clusters Score -6324278 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50705 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -6324305.500000 Penalty: 3282.226074
	Iteration 98Q: 3 clusters Score -6324306 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50897 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -6324309.000000 Penalty: 3282.226074
	Iteration 99Q: 3 clusters Score -6324309 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51111 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -6324341.000000 Penalty: 3282.226074
	Iteration 100F: 3 clusters Score -6324341 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51325 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -6324356.500000 Penalty: 3282.226074
	Iteration 101Q: 3 clusters Score -6324356 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51551 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -6324419.000000 Penalty: 3282.226074
	Iteration 102Q: 3 clusters Score -6324419 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51795 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6324444 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52053 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -6324492.500000 Penalty: 3282.226074
	Iteration 104Q: 3 clusters Score -6324492 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52319 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -6324532.000000 Penalty: 3282.226074
	Iteration 105Q: 3 clusters Score -6324532 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52593 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -6324564.000000 Penalty: 3282.226074
	Iteration 106Q: 3 clusters Score -6324564 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52876 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -6324624.500000 Penalty: 3282.226074
	Iteration 107Q: 3 clusters Score -6324624 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53142 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -6324659.000000 Penalty: 3282.226074
	Iteration 108Q: 3 clusters Score -6324659 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53385 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -6324723.000000 Penalty: 3282.226074
	Iteration 109Q: 3 clusters Score -6324723 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53629 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -6324755.000000 Penalty: 3282.226074
	Iteration 110Q: 3 clusters Score -6324755 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53888 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -6324810.500000 Penalty: 3282.226074
	Iteration 111Q: 3 clusters Score -6324810 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54128 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -6324883.000000 Penalty: 3282.226074
	Iteration 112Q: 3 clusters Score -6324883 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54366 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -6324925.500000 Penalty: 3282.226074
	Iteration 113Q: 3 clusters Score -6324926 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54575 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -6324964.000000 Penalty: 3282.226074
	Iteration 114Q: 3 clusters Score -6324964 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54787 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -6325010.000000 Penalty: 3282.226074
	Iteration 115Q: 3 clusters Score -6325010 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55012 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -6325057.500000 Penalty: 3282.226074
	Iteration 116Q: 3 clusters Score -6325058 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55246 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -6325108.000000 Penalty: 3282.226074
	Iteration 117Q: 3 clusters Score -6325108 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55500 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -6325191.500000 Penalty: 3282.226074
	Iteration 118Q: 3 clusters Score -6325192 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55753 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -6325246.000000 Penalty: 3282.226074
	Iteration 119Q: 3 clusters Score -6325246 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55979 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -6325301.000000 Penalty: 3282.226074
	Iteration 120F: 3 clusters Score -6325301 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56221 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -6325352.500000 Penalty: 3282.226074
	Iteration 121Q: 3 clusters Score -6325352 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56431 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -6325400.000000 Penalty: 3282.226074
	Iteration 122Q: 3 clusters Score -6325400 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56670 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -6325448.500000 Penalty: 3282.226074
	Iteration 123Q: 3 clusters Score -6325448 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56879 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -6325501.000000 Penalty: 3282.226074
	Iteration 124Q: 3 clusters Score -6325501 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57108 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -6325576.000000 Penalty: 3282.226074
	Iteration 125Q: 3 clusters Score -6325576 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57335 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -6325659.000000 Penalty: 3282.226074
	Iteration 126Q: 3 clusters Score -6325659 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57563 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -6325739.000000 Penalty: 3282.226074
	Iteration 127Q: 3 clusters Score -6325739 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57789 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -6325800.000000 Penalty: 3282.226074
	Iteration 128Q: 3 clusters Score -6325800 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58005 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -6325885.500000 Penalty: 3282.226074
	Iteration 129Q: 3 clusters Score -6325886 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58207 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -6325958.500000 Penalty: 3282.226074
	Iteration 130Q: 3 clusters Score -6325958 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58421 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -6326020.000000 Penalty: 3282.226074
	Iteration 131Q: 3 clusters Score -6326020 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58629 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -6326112.000000 Penalty: 3282.226074
	Iteration 132Q: 3 clusters Score -6326112 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58816 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -6326207.500000 Penalty: 3282.226074
	Iteration 133Q: 3 clusters Score -6326208 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58972 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -6326253.000000 Penalty: 3282.226074
	Iteration 134Q: 3 clusters Score -6326253 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59108 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -6326323.000000 Penalty: 3282.226074
	Iteration 135Q: 3 clusters Score -6326323 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59221 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -6326389.500000 Penalty: 3282.226074
	Iteration 136Q: 3 clusters Score -6326390 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59334 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -6326427.000000 Penalty: 3282.226074
	Iteration 137Q: 3 clusters Score -6326427 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59435 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -6326456.000000 Penalty: 3282.226074
	Iteration 138Q: 3 clusters Score -6326456 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59525 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -6326498.500000 Penalty: 3282.226074
	Iteration 139Q: 3 clusters Score -6326498 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59601 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -6326540.500000 Penalty: 3282.226074
	Iteration 140F: 3 clusters Score -6326540 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59676 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -6326569.500000 Penalty: 3282.226074
	Iteration 141Q: 3 clusters Score -6326570 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59737 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -6326593.500000 Penalty: 3282.226074
	Iteration 142Q: 3 clusters Score -6326594 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59791 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -6326617.500000 Penalty: 3282.226074
	Iteration 143Q: 3 clusters Score -6326618 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59840 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -6326633.000000 Penalty: 3282.226074
	Iteration 144Q: 3 clusters Score -6326633 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59873 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -6326639.000000 Penalty: 3282.226074
	Iteration 145Q: 3 clusters Score -6326639 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59906 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -6326647.500000 Penalty: 3282.226074
	Iteration 146Q: 3 clusters Score -6326648 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59935 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -6326663.500000 Penalty: 3282.226074
	Iteration 147Q: 3 clusters Score -6326664 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59953 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -6326664.500000 Penalty: 3282.226074
	Iteration 148Q: 3 clusters Score -6326664 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59968 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -6326667.500000 Penalty: 3282.226074
	Iteration 149Q: 3 clusters Score -6326668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59982 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -6326656.000000 Penalty: 3282.226074
	Iteration 150Q: 3 clusters Score -6326656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59988 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -6326665.000000 Penalty: 3282.226074
	Iteration 151Q: 3 clusters Score -6326665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59992 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -6326668.000000 Penalty: 3282.226074
	Iteration 152Q: 3 clusters Score -6326668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59993 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -6326670.500000 Penalty: 3282.226074
	Iteration 153Q: 3 clusters Score -6326670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59993 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -6326670.500000 Penalty: 3282.226074
	Iteration 154F: 3 clusters Score -6326670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10048 members 
Entering Unmasked Estep 
Score: -1005049.312500 Penalty: 1371.211182
	Iteration 0F: 2 clusters Score -1005049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -998196.625000 Penalty: 2742.422363
	Iteration 0F: 3 clusters Score -998196.6 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1000646.937500 Penalty: 2742.422363
	Iteration 1F: 3 clusters Score -1000647 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1001194.437500 Penalty: 2742.422363
	Iteration 2F: 3 clusters Score -1001194 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1001683.750000 Penalty: 2742.422363
	Iteration 3F: 3 clusters Score -1001684 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1002181.062500 Penalty: 2742.422363
	Iteration 4F: 3 clusters Score -1002181 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1002601.187500 Penalty: 2742.422363
	Iteration 5F: 3 clusters Score -1002601 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1002941.562500 Penalty: 2742.422363
	Iteration 6F: 3 clusters Score -1002942 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1003218.250000 Penalty: 2742.422363
	Iteration 7Q: 3 clusters Score -1003218 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1003445.812500 Penalty: 2742.422363
	Iteration 8Q: 3 clusters Score -1003446 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1003643.500000 Penalty: 2742.422363
	Iteration 9Q: 3 clusters Score -1003644 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1003776.312500 Penalty: 2742.422363
	Iteration 10Q: 3 clusters Score -1003776 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1003859.625000 Penalty: 2742.422363
	Iteration 11Q: 3 clusters Score -1003860 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1003922.625000 Penalty: 2742.422363
	Iteration 12Q: 3 clusters Score -1003923 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1003981.687500 Penalty: 2742.422363
	Iteration 13Q: 3 clusters Score -1003982 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1004024.125000 Penalty: 2742.422363
	Iteration 14Q: 3 clusters Score -1004024 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1004064.312500 Penalty: 2742.422363
	Iteration 15Q: 3 clusters Score -1004064 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1004108.500000 Penalty: 2742.422363
	Iteration 16Q: 3 clusters Score -1004108 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1004143.062500 Penalty: 2742.422363
	Iteration 17Q: 3 clusters Score -1004143 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1004170.500000 Penalty: 2742.422363
	Iteration 18Q: 3 clusters Score -1004170 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1004202.375000 Penalty: 2742.422363
	Iteration 19Q: 3 clusters Score -1004202 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1004229.562500 Penalty: 2742.422363
	Iteration 20F: 3 clusters Score -1004230 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1004252.937500 Penalty: 2742.422363
	Iteration 21Q: 3 clusters Score -1004253 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1004284.812500 Penalty: 2742.422363
	Iteration 22Q: 3 clusters Score -1004285 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1004314.500000 Penalty: 2742.422363
	Iteration 23Q: 3 clusters Score -1004314 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1004347.625000 Penalty: 2742.422363
	Iteration 24Q: 3 clusters Score -1004348 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1004366.187500 Penalty: 2742.422363
	Iteration 25Q: 3 clusters Score -1004366 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1004385.750000 Penalty: 2742.422363
	Iteration 26Q: 3 clusters Score -1004386 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1004404.000000 Penalty: 2742.422363
	Iteration 27Q: 3 clusters Score -1004404 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1004418.125000 Penalty: 2742.422363
	Iteration 28Q: 3 clusters Score -1004418 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1004429.937500 Penalty: 2742.422363
	Iteration 29Q: 3 clusters Score -1004430 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1004437.250000 Penalty: 2742.422363
	Iteration 30Q: 3 clusters Score -1004437 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1004445.500000 Penalty: 2742.422363
	Iteration 31Q: 3 clusters Score -1004446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1004452.750000 Penalty: 2742.422363
	Iteration 32Q: 3 clusters Score -1004453 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1004463.625000 Penalty: 2742.422363
	Iteration 33Q: 3 clusters Score -1004464 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1004475.375000 Penalty: 2742.422363
	Iteration 34Q: 3 clusters Score -1004475 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1004493.562500 Penalty: 2742.422363
	Iteration 35Q: 3 clusters Score -1004494 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1004513.625000 Penalty: 2742.422363
	Iteration 36Q: 3 clusters Score -1004514 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1004528.250000 Penalty: 2742.422363
	Iteration 37Q: 3 clusters Score -1004528 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1004538.250000 Penalty: 2742.422363
	Iteration 38Q: 3 clusters Score -1004538 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1004542.937500 Penalty: 2742.422363
	Iteration 39Q: 3 clusters Score -1004543 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1004546.125000 Penalty: 2742.422363
	Iteration 40F: 3 clusters Score -1004546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1004551.375000 Penalty: 2742.422363
	Iteration 41Q: 3 clusters Score -1004551 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1004555.312500 Penalty: 2742.422363
	Iteration 42Q: 3 clusters Score -1004555 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1004559.125000 Penalty: 2742.422363
	Iteration 43Q: 3 clusters Score -1004559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1004560.937500 Penalty: 2742.422363
	Iteration 44Q: 3 clusters Score -1004561 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1004562.687500 Penalty: 2742.422363
	Iteration 45Q: 3 clusters Score -1004563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1004563.437500 Penalty: 2742.422363
	Iteration 46Q: 3 clusters Score -1004563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1004566.375000 Penalty: 2742.422363
	Iteration 47Q: 3 clusters Score -1004566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1004569.812500 Penalty: 2742.422363
	Iteration 48Q: 3 clusters Score -1004570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1004570.062500 Penalty: 2742.422363
	Iteration 49Q: 3 clusters Score -1004570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1004570.000000 Penalty: 2742.422363
	Iteration 50Q: 3 clusters Score -1004570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1004572.125000 Penalty: 2742.422363
	Iteration 51Q: 3 clusters Score -1004572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1004573.937500 Penalty: 2742.422363
	Iteration 52Q: 3 clusters Score -1004574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1004573.125000 Penalty: 2742.422363
	Iteration 53Q: 3 clusters Score -1004573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1004573.000000 Penalty: 2742.422363
	Iteration 54Q: 3 clusters Score -1004573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1004574.562500 Penalty: 2742.422363
	Iteration 55Q: 3 clusters Score -1004575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1004574.562500 Penalty: 2742.422363
	Iteration 56F: 3 clusters Score -1004575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Entering Unmasked Estep 
Score: -746102.750000 Penalty: 1316.636841
	Iteration 0F: 2 clusters Score -746102.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -741240.000000 Penalty: 2633.273682
	Iteration 0F: 3 clusters Score -741240 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -742660.375000 Penalty: 2633.273682
	Iteration 1F: 3 clusters Score -742660.4 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -742908.250000 Penalty: 2633.273682
	Iteration 2F: 3 clusters Score -742908.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -743062.875000 Penalty: 2633.273682
	Iteration 3Q: 3 clusters Score -743062.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -743173.187500 Penalty: 2633.273682
	Iteration 4Q: 3 clusters Score -743173.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -743256.125000 Penalty: 2633.273682
	Iteration 5Q: 3 clusters Score -743256.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -743336.125000 Penalty: 2633.273682
	Iteration 6Q: 3 clusters Score -743336.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -743413.187500 Penalty: 2633.273682
	Iteration 7Q: 3 clusters Score -743413.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -743494.000000 Penalty: 2633.273682
	Iteration 8Q: 3 clusters Score -743494 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -743589.312500 Penalty: 2633.273682
	Iteration 9Q: 3 clusters Score -743589.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -743689.687500 Penalty: 2633.273682
	Iteration 10Q: 3 clusters Score -743689.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -743801.437500 Penalty: 2633.273682
	Iteration 11Q: 3 clusters Score -743801.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -743934.062500 Penalty: 2633.273682
	Iteration 12Q: 3 clusters Score -743934.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -744071.437500 Penalty: 2633.273682
	Iteration 13Q: 3 clusters Score -744071.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -744197.375000 Penalty: 2633.273682
	Iteration 14Q: 3 clusters Score -744197.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -744296.125000 Penalty: 2633.273682
	Iteration 15Q: 3 clusters Score -744296.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -744384.500000 Penalty: 2633.273682
	Iteration 16Q: 3 clusters Score -744384.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -744457.875000 Penalty: 2633.273682
	Iteration 17Q: 3 clusters Score -744457.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -744524.125000 Penalty: 2633.273682
	Iteration 18Q: 3 clusters Score -744524.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -744603.750000 Penalty: 2633.273682
	Iteration 19Q: 3 clusters Score -744603.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -744689.562500 Penalty: 2633.273682
	Iteration 20F: 3 clusters Score -744689.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -744766.000000 Penalty: 2633.273682
	Iteration 21Q: 3 clusters Score -744766 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -744814.000000 Penalty: 2633.273682
	Iteration 22Q: 3 clusters Score -744814 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -744848.812500 Penalty: 2633.273682
	Iteration 23Q: 3 clusters Score -744848.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -744877.812500 Penalty: 2633.273682
	Iteration 24Q: 3 clusters Score -744877.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -744903.875000 Penalty: 2633.273682
	Iteration 25Q: 3 clusters Score -744903.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -744936.625000 Penalty: 2633.273682
	Iteration 26Q: 3 clusters Score -744936.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -744957.687500 Penalty: 2633.273682
	Iteration 27Q: 3 clusters Score -744957.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -744972.937500 Penalty: 2633.273682
	Iteration 28Q: 3 clusters Score -744972.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -744986.750000 Penalty: 2633.273682
	Iteration 29Q: 3 clusters Score -744986.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -744995.312500 Penalty: 2633.273682
	Iteration 30Q: 3 clusters Score -744995.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -745004.187500 Penalty: 2633.273682
	Iteration 31Q: 3 clusters Score -745004.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -745009.625000 Penalty: 2633.273682
	Iteration 32Q: 3 clusters Score -745009.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -745015.562500 Penalty: 2633.273682
	Iteration 33Q: 3 clusters Score -745015.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -745018.312500 Penalty: 2633.273682
	Iteration 34Q: 3 clusters Score -745018.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -745021.250000 Penalty: 2633.273682
	Iteration 35Q: 3 clusters Score -745021.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -745025.562500 Penalty: 2633.273682
	Iteration 36Q: 3 clusters Score -745025.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -745029.062500 Penalty: 2633.273682
	Iteration 37Q: 3 clusters Score -745029.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -745029.062500 Penalty: 2633.273682
	Iteration 38F: 3 clusters Score -745029.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (48211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48211 members 
Entering Unmasked Estep 
Score: -4815447.500000 Penalty: 1604.561401
	Iteration 0F: 2 clusters Score -4815448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23997 members 
Mstep: Class 2 contains 24214 members 
Entering Unmasked Estep 
Score: -4784016.500000 Penalty: 3209.122803
	Iteration 0F: 3 clusters Score -4784016 nChanged 22332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 24694 members 
Entering Unmasked Estep 
Score: -4796089.500000 Penalty: 3209.122803
	Iteration 1F: 3 clusters Score -4796090 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 25123 members 
Entering Unmasked Estep 
Score: -4796775.000000 Penalty: 3209.122803
	Iteration 2Q: 3 clusters Score -4796775 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -4797560.000000 Penalty: 3209.122803
	Iteration 3Q: 3 clusters Score -4797560 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 26845 members 
Entering Unmasked Estep 
Score: -4798592.500000 Penalty: 3209.122803
	Iteration 4Q: 3 clusters Score -4798592 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 28361 members 
Entering Unmasked Estep 
Score: -4800110.500000 Penalty: 3209.122803
	Iteration 5F: 3 clusters Score -4800110 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 30435 members 
Entering Unmasked Estep 
Score: -4802266.500000 Penalty: 3209.122803
	Iteration 6F: 3 clusters Score -4802266 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 32819 members 
Entering Unmasked Estep 
Score: -4804822.000000 Penalty: 3209.122803
	Iteration 7F: 3 clusters Score -4804822 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 35203 members 
Entering Unmasked Estep 
Score: -4807500.500000 Penalty: 3209.122803
	Iteration 8F: 3 clusters Score -4807500 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 37018 members 
Entering Unmasked Estep 
Score: -4809560.000000 Penalty: 3209.122803
	Iteration 9F: 3 clusters Score -4809560 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 38343 members 
Entering Unmasked Estep 
Score: -4810974.000000 Penalty: 3209.122803
	Iteration 10Q: 3 clusters Score -4810974 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 39369 members 
Entering Unmasked Estep 
Score: -4811983.000000 Penalty: 3209.122803
	Iteration 11Q: 3 clusters Score -4811983 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 40151 members 
Entering Unmasked Estep 
Score: -4812669.000000 Penalty: 3209.122803
	Iteration 12Q: 3 clusters Score -4812669 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 40802 members 
Entering Unmasked Estep 
Score: -4813244.500000 Penalty: 3209.122803
	Iteration 13Q: 3 clusters Score -4813244 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 41351 members 
Entering Unmasked Estep 
Score: -4813741.500000 Penalty: 3209.122803
	Iteration 14Q: 3 clusters Score -4813742 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 41802 members 
Entering Unmasked Estep 
Score: -4814120.000000 Penalty: 3209.122803
	Iteration 15Q: 3 clusters Score -4814120 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 42168 members 
Entering Unmasked Estep 
Score: -4814395.500000 Penalty: 3209.122803
	Iteration 16Q: 3 clusters Score -4814396 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 42454 members 
Entering Unmasked Estep 
Score: -4814556.500000 Penalty: 3209.122803
	Iteration 17Q: 3 clusters Score -4814556 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 42669 members 
Entering Unmasked Estep 
Score: -4814677.000000 Penalty: 3209.122803
	Iteration 18Q: 3 clusters Score -4814677 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 42847 members 
Entering Unmasked Estep 
Score: -4814746.500000 Penalty: 3209.122803
	Iteration 19Q: 3 clusters Score -4814746 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 43000 members 
Entering Unmasked Estep 
Score: -4814806.000000 Penalty: 3209.122803
	Iteration 20F: 3 clusters Score -4814806 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 43109 members 
Entering Unmasked Estep 
Score: -4814828.500000 Penalty: 3209.122803
	Iteration 21Q: 3 clusters Score -4814828 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 43200 members 
Entering Unmasked Estep 
Score: -4814827.000000 Penalty: 3209.122803
	Iteration 22Q: 3 clusters Score -4814827 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 43285 members 
Entering Unmasked Estep 
Score: -4814853.500000 Penalty: 3209.122803
	Iteration 23Q: 3 clusters Score -4814854 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 43348 members 
Entering Unmasked Estep 
Score: -4814864.000000 Penalty: 3209.122803
	Iteration 24Q: 3 clusters Score -4814864 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 43405 members 
Entering Unmasked Estep 
Score: -4814871.000000 Penalty: 3209.122803
	Iteration 25Q: 3 clusters Score -4814871 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 43453 members 
Entering Unmasked Estep 
Score: -4814870.000000 Penalty: 3209.122803
	Iteration 26Q: 3 clusters Score -4814870 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 43489 members 
Entering Unmasked Estep 
Score: -4814876.000000 Penalty: 3209.122803
	Iteration 27Q: 3 clusters Score -4814876 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 43525 members 
Entering Unmasked Estep 
Score: -4814899.500000 Penalty: 3209.122803
	Iteration 28Q: 3 clusters Score -4814900 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 43551 members 
Entering Unmasked Estep 
Score: -4814891.000000 Penalty: 3209.122803
	Iteration 29Q: 3 clusters Score -4814891 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 43577 members 
Entering Unmasked Estep 
Score: -4814894.000000 Penalty: 3209.122803
	Iteration 30Q: 3 clusters Score -4814894 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 43609 members 
Entering Unmasked Estep 
Score: -4814895.500000 Penalty: 3209.122803
	Iteration 31Q: 3 clusters Score -4814896 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 43634 members 
Entering Unmasked Estep 
Score: -4814903.500000 Penalty: 3209.122803
	Iteration 32Q: 3 clusters Score -4814904 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 43657 members 
Entering Unmasked Estep 
Score: -4814885.500000 Penalty: 3209.122803
	Iteration 33Q: 3 clusters Score -4814886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 43673 members 
Entering Unmasked Estep 
Score: -4814896.500000 Penalty: 3209.122803
	Iteration 34Q: 3 clusters Score -4814896 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 43692 members 
Entering Unmasked Estep 
Score: -4814898.000000 Penalty: 3209.122803
	Iteration 35Q: 3 clusters Score -4814898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 43709 members 
Entering Unmasked Estep 
Score: -4814895.000000 Penalty: 3209.122803
	Iteration 36Q: 3 clusters Score -4814895 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 43727 members 
Entering Unmasked Estep 
Score: -4814897.500000 Penalty: 3209.122803
	Iteration 37Q: 3 clusters Score -4814898 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 43746 members 
Entering Unmasked Estep 
Score: -4814897.500000 Penalty: 3209.122803
	Iteration 38Q: 3 clusters Score -4814898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 43761 members 
Entering Unmasked Estep 
Score: -4814911.000000 Penalty: 3209.122803
	Iteration 39Q: 3 clusters Score -4814911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 43768 members 
Entering Unmasked Estep 
Score: -4814903.000000 Penalty: 3209.122803
	Iteration 40F: 3 clusters Score -4814903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 43777 members 
Entering Unmasked Estep 
Score: -4814894.500000 Penalty: 3209.122803
	Iteration 41Q: 3 clusters Score -4814894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 43789 members 
Entering Unmasked Estep 
Score: -4814909.500000 Penalty: 3209.122803
	Iteration 42Q: 3 clusters Score -4814910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 43806 members 
Entering Unmasked Estep 
Score: -4814923.500000 Penalty: 3209.122803
	Iteration 43Q: 3 clusters Score -4814924 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 43823 members 
Entering Unmasked Estep 
Score: -4814924.500000 Penalty: 3209.122803
	Iteration 44Q: 3 clusters Score -4814924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 43831 members 
Entering Unmasked Estep 
Score: -4814928.000000 Penalty: 3209.122803
	Iteration 45Q: 3 clusters Score -4814928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 43835 members 
Entering Unmasked Estep 
Score: -4814927.500000 Penalty: 3209.122803
	Iteration 46Q: 3 clusters Score -4814928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 43840 members 
Entering Unmasked Estep 
Score: -4814928.000000 Penalty: 3209.122803
	Iteration 47Q: 3 clusters Score -4814928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 43849 members 
Entering Unmasked Estep 
Score: -4814924.500000 Penalty: 3209.122803
	Iteration 48Q: 3 clusters Score -4814924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 43856 members 
Entering Unmasked Estep 
Score: -4814932.500000 Penalty: 3209.122803
	Iteration 49Q: 3 clusters Score -4814932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 43860 members 
Entering Unmasked Estep 
Score: -4814935.500000 Penalty: 3209.122803
	Iteration 50Q: 3 clusters Score -4814936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 43864 members 
Entering Unmasked Estep 
Score: -4814930.500000 Penalty: 3209.122803
	Iteration 51Q: 3 clusters Score -4814930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 43869 members 
Entering Unmasked Estep 
Score: -4814936.000000 Penalty: 3209.122803
	Iteration 52Q: 3 clusters Score -4814936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 43870 members 
Entering Unmasked Estep 
Score: -4814934.000000 Penalty: 3209.122803
	Iteration 53Q: 3 clusters Score -4814934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 43872 members 
Entering Unmasked Estep 
Score: -4814927.000000 Penalty: 3209.122803
	Iteration 54Q: 3 clusters Score -4814927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 43875 members 
Entering Unmasked Estep 
Score: -4814933.000000 Penalty: 3209.122803
	Iteration 55Q: 3 clusters Score -4814933 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 43880 members 
Entering Unmasked Estep 
Score: -4814930.000000 Penalty: 3209.122803
	Iteration 56Q: 3 clusters Score -4814930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 43881 members 
Entering Unmasked Estep 
Score: -4814930.000000 Penalty: 3209.122803
	Iteration 57Q: 3 clusters Score -4814930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 43881 members 
Entering Unmasked Estep 
Score: -4814930.000000 Penalty: 3209.122803
	Iteration 58F: 3 clusters Score -4814930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Entering Unmasked Estep 
Score: -836182.437500 Penalty: 1351.764282
	Iteration 0F: 2 clusters Score -836182.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -830208.062500 Penalty: 2703.528564
	Iteration 0F: 3 clusters Score -830208.1 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -832246.437500 Penalty: 2703.528564
	Iteration 1F: 3 clusters Score -832246.4 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -832589.187500 Penalty: 2703.528564
	Iteration 2F: 3 clusters Score -832589.2 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -832858.000000 Penalty: 2703.528564
	Iteration 3F: 3 clusters Score -832858 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -833110.062500 Penalty: 2703.528564
	Iteration 4Q: 3 clusters Score -833110.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -833373.562500 Penalty: 2703.528564
	Iteration 5Q: 3 clusters Score -833373.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -833668.937500 Penalty: 2703.528564
	Iteration 6Q: 3 clusters Score -833668.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -833999.625000 Penalty: 2703.528564
	Iteration 7Q: 3 clusters Score -833999.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -834317.250000 Penalty: 2703.528564
	Iteration 8Q: 3 clusters Score -834317.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -834617.250000 Penalty: 2703.528564
	Iteration 9Q: 3 clusters Score -834617.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -834866.062500 Penalty: 2703.528564
	Iteration 10Q: 3 clusters Score -834866.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -835085.875000 Penalty: 2703.528564
	Iteration 11Q: 3 clusters Score -835085.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -835247.500000 Penalty: 2703.528564
	Iteration 12Q: 3 clusters Score -835247.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -835374.437500 Penalty: 2703.528564
	Iteration 13Q: 3 clusters Score -835374.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -835470.375000 Penalty: 2703.528564
	Iteration 14Q: 3 clusters Score -835470.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -835525.187500 Penalty: 2703.528564
	Iteration 15Q: 3 clusters Score -835525.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -835551.437500 Penalty: 2703.528564
	Iteration 16Q: 3 clusters Score -835551.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -835576.437500 Penalty: 2703.528564
	Iteration 17Q: 3 clusters Score -835576.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -835600.937500 Penalty: 2703.528564
	Iteration 18Q: 3 clusters Score -835600.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -835624.187500 Penalty: 2703.528564
	Iteration 19Q: 3 clusters Score -835624.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -835638.625000 Penalty: 2703.528564
	Iteration 20F: 3 clusters Score -835638.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -835652.375000 Penalty: 2703.528564
	Iteration 21Q: 3 clusters Score -835652.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -835665.187500 Penalty: 2703.528564
	Iteration 22Q: 3 clusters Score -835665.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -835667.812500 Penalty: 2703.528564
	Iteration 23Q: 3 clusters Score -835667.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -835671.125000 Penalty: 2703.528564
	Iteration 24Q: 3 clusters Score -835671.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -835675.375000 Penalty: 2703.528564
	Iteration 25Q: 3 clusters Score -835675.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -835678.750000 Penalty: 2703.528564
	Iteration 26Q: 3 clusters Score -835678.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -835684.625000 Penalty: 2703.528564
	Iteration 27Q: 3 clusters Score -835684.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -835683.812500 Penalty: 2703.528564
	Iteration 28Q: 3 clusters Score -835683.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -835687.125000 Penalty: 2703.528564
	Iteration 29Q: 3 clusters Score -835687.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -835688.187500 Penalty: 2703.528564
	Iteration 30Q: 3 clusters Score -835688.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -835691.500000 Penalty: 2703.528564
	Iteration 31Q: 3 clusters Score -835691.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -835693.375000 Penalty: 2703.528564
	Iteration 32Q: 3 clusters Score -835693.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -835700.562500 Penalty: 2703.528564
	Iteration 33Q: 3 clusters Score -835700.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -835706.875000 Penalty: 2703.528564
	Iteration 34Q: 3 clusters Score -835706.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -835710.312500 Penalty: 2703.528564
	Iteration 35Q: 3 clusters Score -835710.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -835717.000000 Penalty: 2703.528564
	Iteration 36Q: 3 clusters Score -835717 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -835720.687500 Penalty: 2703.528564
	Iteration 37Q: 3 clusters Score -835720.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -835722.250000 Penalty: 2703.528564
	Iteration 38Q: 3 clusters Score -835722.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -835723.750000 Penalty: 2703.528564
	Iteration 39Q: 3 clusters Score -835723.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -835725.500000 Penalty: 2703.528564
	Iteration 40F: 3 clusters Score -835725.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -835726.062500 Penalty: 2703.528564
	Iteration 41Q: 3 clusters Score -835726.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -835731.125000 Penalty: 2703.528564
	Iteration 42Q: 3 clusters Score -835731.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -835730.250000 Penalty: 2703.528564
	Iteration 43Q: 3 clusters Score -835730.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -835734.562500 Penalty: 2703.528564
	Iteration 44Q: 3 clusters Score -835734.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -835734.250000 Penalty: 2703.528564
	Iteration 45Q: 3 clusters Score -835734.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -835736.437500 Penalty: 2703.528564
	Iteration 46Q: 3 clusters Score -835736.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -835736.750000 Penalty: 2703.528564
	Iteration 47Q: 3 clusters Score -835736.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -835736.687500 Penalty: 2703.528564
	Iteration 48Q: 3 clusters Score -835736.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -835738.062500 Penalty: 2703.528564
	Iteration 49Q: 3 clusters Score -835738.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -835738.875000 Penalty: 2703.528564
	Iteration 50Q: 3 clusters Score -835738.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -835739.750000 Penalty: 2703.528564
	Iteration 51Q: 3 clusters Score -835739.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -835740.500000 Penalty: 2703.528564
	Iteration 52Q: 3 clusters Score -835740.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -835743.437500 Penalty: 2703.528564
	Iteration 53Q: 3 clusters Score -835743.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -835742.562500 Penalty: 2703.528564
	Iteration 54Q: 3 clusters Score -835742.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -835744.562500 Penalty: 2703.528564
	Iteration 55Q: 3 clusters Score -835744.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -835747.125000 Penalty: 2703.528564
	Iteration 56Q: 3 clusters Score -835747.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -835748.000000 Penalty: 2703.528564
	Iteration 57Q: 3 clusters Score -835748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -835751.437500 Penalty: 2703.528564
	Iteration 58Q: 3 clusters Score -835751.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -835752.125000 Penalty: 2703.528564
	Iteration 59Q: 3 clusters Score -835752.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -835751.687500 Penalty: 2703.528564
	Iteration 60F: 3 clusters Score -835751.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -835755.750000 Penalty: 2703.528564
	Iteration 61Q: 3 clusters Score -835755.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -835758.375000 Penalty: 2703.528564
	Iteration 62Q: 3 clusters Score -835758.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -835761.187500 Penalty: 2703.528564
	Iteration 63Q: 3 clusters Score -835761.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -835762.000000 Penalty: 2703.528564
	Iteration 64Q: 3 clusters Score -835762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -835764.750000 Penalty: 2703.528564
	Iteration 65Q: 3 clusters Score -835764.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -835764.562500 Penalty: 2703.528564
	Iteration 66Q: 3 clusters Score -835764.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -835762.750000 Penalty: 2703.528564
	Iteration 67Q: 3 clusters Score -835762.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -835765.000000 Penalty: 2703.528564
	Iteration 68Q: 3 clusters Score -835765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -835764.500000 Penalty: 2703.528564
	Iteration 69Q: 3 clusters Score -835764.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -835766.875000 Penalty: 2703.528564
	Iteration 70Q: 3 clusters Score -835766.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -835767.562500 Penalty: 2703.528564
	Iteration 71Q: 3 clusters Score -835767.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -835767.562500 Penalty: 2703.528564
	Iteration 72Q: 3 clusters Score -835767.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -835767.125000 Penalty: 2703.528564
	Iteration 73Q: 3 clusters Score -835767.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -835768.875000 Penalty: 2703.528564
	Iteration 74Q: 3 clusters Score -835768.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -835768.312500 Penalty: 2703.528564
	Iteration 75Q: 3 clusters Score -835768.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -835769.750000 Penalty: 2703.528564
	Iteration 76Q: 3 clusters Score -835769.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -835768.812500 Penalty: 2703.528564
	Iteration 77Q: 3 clusters Score -835768.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -835770.062500 Penalty: 2703.528564
	Iteration 78Q: 3 clusters Score -835770.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -835770.312500 Penalty: 2703.528564
	Iteration 79Q: 3 clusters Score -835770.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -835769.125000 Penalty: 2703.528564
	Iteration 80F: 3 clusters Score -835769.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -835768.312500 Penalty: 2703.528564
	Iteration 81Q: 3 clusters Score -835768.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -835770.625000 Penalty: 2703.528564
	Iteration 82Q: 3 clusters Score -835770.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -835770.687500 Penalty: 2703.528564
	Iteration 83Q: 3 clusters Score -835770.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -835769.625000 Penalty: 2703.528564
	Iteration 84Q: 3 clusters Score -835769.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -835770.125000 Penalty: 2703.528564
	Iteration 85Q: 3 clusters Score -835770.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -835771.312500 Penalty: 2703.528564
	Iteration 86Q: 3 clusters Score -835771.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -835771.312500 Penalty: 2703.528564
	Iteration 87Q: 3 clusters Score -835771.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -835774.375000 Penalty: 2703.528564
	Iteration 88Q: 3 clusters Score -835774.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -835773.187500 Penalty: 2703.528564
	Iteration 89Q: 3 clusters Score -835773.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -835774.437500 Penalty: 2703.528564
	Iteration 90Q: 3 clusters Score -835774.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -835775.875000 Penalty: 2703.528564
	Iteration 91Q: 3 clusters Score -835775.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -835781.187500 Penalty: 2703.528564
	Iteration 92Q: 3 clusters Score -835781.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -835782.375000 Penalty: 2703.528564
	Iteration 93Q: 3 clusters Score -835782.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -835781.500000 Penalty: 2703.528564
	Iteration 94Q: 3 clusters Score -835781.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -835783.250000 Penalty: 2703.528564
	Iteration 95Q: 3 clusters Score -835783.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -835786.875000 Penalty: 2703.528564
	Iteration 96Q: 3 clusters Score -835786.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -835790.687500 Penalty: 2703.528564
	Iteration 97Q: 3 clusters Score -835790.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -835791.250000 Penalty: 2703.528564
	Iteration 98Q: 3 clusters Score -835791.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -835793.312500 Penalty: 2703.528564
	Iteration 99Q: 3 clusters Score -835793.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -835800.000000 Penalty: 2703.528564
	Iteration 100F: 3 clusters Score -835800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -835804.375000 Penalty: 2703.528564
	Iteration 101Q: 3 clusters Score -835804.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -835807.062500 Penalty: 2703.528564
	Iteration 102Q: 3 clusters Score -835807.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -835810.875000 Penalty: 2703.528564
	Iteration 103Q: 3 clusters Score -835810.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -835813.562500 Penalty: 2703.528564
	Iteration 104Q: 3 clusters Score -835813.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -835821.125000 Penalty: 2703.528564
	Iteration 105Q: 3 clusters Score -835821.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -835825.250000 Penalty: 2703.528564
	Iteration 106Q: 3 clusters Score -835825.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -835828.562500 Penalty: 2703.528564
	Iteration 107Q: 3 clusters Score -835828.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -835834.062500 Penalty: 2703.528564
	Iteration 108Q: 3 clusters Score -835834.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -835842.625000 Penalty: 2703.528564
	Iteration 109Q: 3 clusters Score -835842.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -835844.812500 Penalty: 2703.528564
	Iteration 110Q: 3 clusters Score -835844.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -835848.875000 Penalty: 2703.528564
	Iteration 111Q: 3 clusters Score -835848.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -835851.500000 Penalty: 2703.528564
	Iteration 112Q: 3 clusters Score -835851.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -835854.437500 Penalty: 2703.528564
	Iteration 113Q: 3 clusters Score -835854.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -835856.875000 Penalty: 2703.528564
	Iteration 114Q: 3 clusters Score -835856.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -835858.375000 Penalty: 2703.528564
	Iteration 115Q: 3 clusters Score -835858.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -835860.750000 Penalty: 2703.528564
	Iteration 116Q: 3 clusters Score -835860.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -835861.750000 Penalty: 2703.528564
	Iteration 117Q: 3 clusters Score -835861.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -835862.812500 Penalty: 2703.528564
	Iteration 118Q: 3 clusters Score -835862.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -835864.062500 Penalty: 2703.528564
	Iteration 119Q: 3 clusters Score -835864.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -835864.500000 Penalty: 2703.528564
	Iteration 120F: 3 clusters Score -835864.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -835864.312500 Penalty: 2703.528564
	Iteration 121Q: 3 clusters Score -835864.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -835864.312500 Penalty: 2703.528564
	Iteration 122Q: 3 clusters Score -835864.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -835864.312500 Penalty: 2703.528564
	Iteration 123F: 3 clusters Score -835864.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Entering Unmasked Estep 
Score: -1173108.625000 Penalty: 1391.321045
	Iteration 0F: 2 clusters Score -1173109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1165396.375000 Penalty: 2782.642090
	Iteration 0F: 3 clusters Score -1165396 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1168071.750000 Penalty: 2782.642090
	Iteration 1F: 3 clusters Score -1168072 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1168524.625000 Penalty: 2782.642090
	Iteration 2F: 3 clusters Score -1168525 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1168995.375000 Penalty: 2782.642090
	Iteration 3F: 3 clusters Score -1168995 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1169441.375000 Penalty: 2782.642090
	Iteration 4F: 3 clusters Score -1169441 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1169888.000000 Penalty: 2782.642090
	Iteration 5F: 3 clusters Score -1169888 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1170318.500000 Penalty: 2782.642090
	Iteration 6F: 3 clusters Score -1170318 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1170733.000000 Penalty: 2782.642090
	Iteration 7F: 3 clusters Score -1170733 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1171063.500000 Penalty: 2782.642090
	Iteration 8Q: 3 clusters Score -1171064 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1171325.000000 Penalty: 2782.642090
	Iteration 9Q: 3 clusters Score -1171325 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1171523.875000 Penalty: 2782.642090
	Iteration 10Q: 3 clusters Score -1171524 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1171656.875000 Penalty: 2782.642090
	Iteration 11Q: 3 clusters Score -1171657 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1171745.500000 Penalty: 2782.642090
	Iteration 12Q: 3 clusters Score -1171746 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1171802.625000 Penalty: 2782.642090
	Iteration 13Q: 3 clusters Score -1171803 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1171843.750000 Penalty: 2782.642090
	Iteration 14Q: 3 clusters Score -1171844 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1171873.875000 Penalty: 2782.642090
	Iteration 15Q: 3 clusters Score -1171874 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1171898.125000 Penalty: 2782.642090
	Iteration 16Q: 3 clusters Score -1171898 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1171914.625000 Penalty: 2782.642090
	Iteration 17Q: 3 clusters Score -1171915 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1171924.375000 Penalty: 2782.642090
	Iteration 18Q: 3 clusters Score -1171924 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1171939.000000 Penalty: 2782.642090
	Iteration 19Q: 3 clusters Score -1171939 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1171947.750000 Penalty: 2782.642090
	Iteration 20F: 3 clusters Score -1171948 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1171954.750000 Penalty: 2782.642090
	Iteration 21Q: 3 clusters Score -1171955 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1171961.875000 Penalty: 2782.642090
	Iteration 22Q: 3 clusters Score -1171962 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1171970.250000 Penalty: 2782.642090
	Iteration 23Q: 3 clusters Score -1171970 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1171974.375000 Penalty: 2782.642090
	Iteration 24Q: 3 clusters Score -1171974 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1171983.500000 Penalty: 2782.642090
	Iteration 25Q: 3 clusters Score -1171984 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1171985.500000 Penalty: 2782.642090
	Iteration 26Q: 3 clusters Score -1171986 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1171989.375000 Penalty: 2782.642090
	Iteration 27Q: 3 clusters Score -1171989 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1171994.500000 Penalty: 2782.642090
	Iteration 28Q: 3 clusters Score -1171994 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1171998.000000 Penalty: 2782.642090
	Iteration 29Q: 3 clusters Score -1171998 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1171999.375000 Penalty: 2782.642090
	Iteration 30Q: 3 clusters Score -1171999 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1172001.500000 Penalty: 2782.642090
	Iteration 31Q: 3 clusters Score -1172002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1172003.250000 Penalty: 2782.642090
	Iteration 32Q: 3 clusters Score -1172003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1172002.875000 Penalty: 2782.642090
	Iteration 33Q: 3 clusters Score -1172003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1172001.250000 Penalty: 2782.642090
	Iteration 34Q: 3 clusters Score -1172001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1172002.375000 Penalty: 2782.642090
	Iteration 35Q: 3 clusters Score -1172002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1172005.000000 Penalty: 2782.642090
	Iteration 36Q: 3 clusters Score -1172005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1172005.500000 Penalty: 2782.642090
	Iteration 37Q: 3 clusters Score -1172006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1172005.500000 Penalty: 2782.642090
	Iteration 38F: 3 clusters Score -1172006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (58871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58871 members 
Entering Unmasked Estep 
Score: -5884306.000000 Penalty: 1634.285889
	Iteration 0F: 2 clusters Score -5884306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29213 members 
Mstep: Class 2 contains 29658 members 
Entering Unmasked Estep 
Score: -5846008.000000 Penalty: 3268.571777
	Iteration 0F: 3 clusters Score -5846008 nChanged 27287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27398 members 
Mstep: Class 2 contains 31473 members 
Entering Unmasked Estep 
Score: -5861704.000000 Penalty: 3268.571777
	Iteration 1F: 3 clusters Score -5861704 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26397 members 
Mstep: Class 2 contains 32474 members 
Entering Unmasked Estep 
Score: -5862856.000000 Penalty: 3268.571777
	Iteration 2F: 3 clusters Score -5862856 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24891 members 
Mstep: Class 2 contains 33980 members 
Entering Unmasked Estep 
Score: -5864230.500000 Penalty: 3268.571777
	Iteration 3F: 3 clusters Score -5864230 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 36080 members 
Entering Unmasked Estep 
Score: -5865958.500000 Penalty: 3268.571777
	Iteration 4F: 3 clusters Score -5865958 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 38773 members 
Entering Unmasked Estep 
Score: -5868240.500000 Penalty: 3268.571777
	Iteration 5F: 3 clusters Score -5868240 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 41909 members 
Entering Unmasked Estep 
Score: -5870962.500000 Penalty: 3268.571777
	Iteration 6F: 3 clusters Score -5870962 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 45071 members 
Entering Unmasked Estep 
Score: -5873654.500000 Penalty: 3268.571777
	Iteration 7F: 3 clusters Score -5873654 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 47876 members 
Entering Unmasked Estep 
Score: -5875971.500000 Penalty: 3268.571777
	Iteration 8F: 3 clusters Score -5875972 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 50185 members 
Entering Unmasked Estep 
Score: -5877842.500000 Penalty: 3268.571777
	Iteration 9Q: 3 clusters Score -5877842 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 52036 members 
Entering Unmasked Estep 
Score: -5879347.500000 Penalty: 3268.571777
	Iteration 10Q: 3 clusters Score -5879348 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 53438 members 
Entering Unmasked Estep 
Score: -5880476.500000 Penalty: 3268.571777
	Iteration 11Q: 3 clusters Score -5880476 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 54457 members 
Entering Unmasked Estep 
Score: -5881204.500000 Penalty: 3268.571777
	Iteration 12Q: 3 clusters Score -5881204 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 55199 members 
Entering Unmasked Estep 
Score: -5881704.000000 Penalty: 3268.571777
	Iteration 13Q: 3 clusters Score -5881704 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 55790 members 
Entering Unmasked Estep 
Score: -5882073.500000 Penalty: 3268.571777
	Iteration 14Q: 3 clusters Score -5882074 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 56246 members 
Entering Unmasked Estep 
Score: -5882353.500000 Penalty: 3268.571777
	Iteration 15Q: 3 clusters Score -5882354 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 56568 members 
Entering Unmasked Estep 
Score: -5882503.500000 Penalty: 3268.571777
	Iteration 16Q: 3 clusters Score -5882504 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 56822 members 
Entering Unmasked Estep 
Score: -5882660.500000 Penalty: 3268.571777
	Iteration 17Q: 3 clusters Score -5882660 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 57019 members 
Entering Unmasked Estep 
Score: -5882747.500000 Penalty: 3268.571777
	Iteration 18Q: 3 clusters Score -5882748 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 57145 members 
Entering Unmasked Estep 
Score: -5882806.500000 Penalty: 3268.571777
	Iteration 19Q: 3 clusters Score -5882806 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 57257 members 
Entering Unmasked Estep 
Score: -5882880.000000 Penalty: 3268.571777
	Iteration 20F: 3 clusters Score -5882880 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 57357 members 
Entering Unmasked Estep 
Score: -5882914.000000 Penalty: 3268.571777
	Iteration 21Q: 3 clusters Score -5882914 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 57436 members 
Entering Unmasked Estep 
Score: -5882963.000000 Penalty: 3268.571777
	Iteration 22Q: 3 clusters Score -5882963 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 57520 members 
Entering Unmasked Estep 
Score: -5882989.000000 Penalty: 3268.571777
	Iteration 23Q: 3 clusters Score -5882989 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 57587 members 
Entering Unmasked Estep 
Score: -5883024.500000 Penalty: 3268.571777
	Iteration 24Q: 3 clusters Score -5883024 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 57641 members 
Entering Unmasked Estep 
Score: -5883059.500000 Penalty: 3268.571777
	Iteration 25Q: 3 clusters Score -5883060 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 57690 members 
Entering Unmasked Estep 
Score: -5883078.000000 Penalty: 3268.571777
	Iteration 26Q: 3 clusters Score -5883078 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 57735 members 
Entering Unmasked Estep 
Score: -5883100.000000 Penalty: 3268.571777
	Iteration 27Q: 3 clusters Score -5883100 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 57765 members 
Entering Unmasked Estep 
Score: -5883111.500000 Penalty: 3268.571777
	Iteration 28Q: 3 clusters Score -5883112 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 57794 members 
Entering Unmasked Estep 
Score: -5883124.500000 Penalty: 3268.571777
	Iteration 29Q: 3 clusters Score -5883124 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 57812 members 
Entering Unmasked Estep 
Score: -5883142.500000 Penalty: 3268.571777
	Iteration 30Q: 3 clusters Score -5883142 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 57826 members 
Entering Unmasked Estep 
Score: -5883155.000000 Penalty: 3268.571777
	Iteration 31Q: 3 clusters Score -5883155 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 57843 members 
Entering Unmasked Estep 
Score: -5883156.000000 Penalty: 3268.571777
	Iteration 32Q: 3 clusters Score -5883156 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 57857 members 
Entering Unmasked Estep 
Score: -5883164.500000 Penalty: 3268.571777
	Iteration 33Q: 3 clusters Score -5883164 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 57877 members 
Entering Unmasked Estep 
Score: -5883184.000000 Penalty: 3268.571777
	Iteration 34Q: 3 clusters Score -5883184 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 57893 members 
Entering Unmasked Estep 
Score: -5883190.500000 Penalty: 3268.571777
	Iteration 35Q: 3 clusters Score -5883190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 57903 members 
Entering Unmasked Estep 
Score: -5883196.000000 Penalty: 3268.571777
	Iteration 36Q: 3 clusters Score -5883196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 57906 members 
Entering Unmasked Estep 
Score: -5883194.500000 Penalty: 3268.571777
	Iteration 37Q: 3 clusters Score -5883194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 57917 members 
Entering Unmasked Estep 
Score: -5883200.500000 Penalty: 3268.571777
	Iteration 38Q: 3 clusters Score -5883200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 57923 members 
Entering Unmasked Estep 
Score: -5883202.500000 Penalty: 3268.571777
	Iteration 39Q: 3 clusters Score -5883202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 57926 members 
Entering Unmasked Estep 
Score: -5883207.000000 Penalty: 3268.571777
	Iteration 40F: 3 clusters Score -5883207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 57929 members 
Entering Unmasked Estep 
Score: -5883210.500000 Penalty: 3268.571777
	Iteration 41Q: 3 clusters Score -5883210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 57932 members 
Entering Unmasked Estep 
Score: -5883215.000000 Penalty: 3268.571777
	Iteration 42Q: 3 clusters Score -5883215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 57935 members 
Entering Unmasked Estep 
Score: -5883218.500000 Penalty: 3268.571777
	Iteration 43Q: 3 clusters Score -5883218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 57935 members 
Entering Unmasked Estep 
Score: -5883220.000000 Penalty: 3268.571777
	Iteration 44Q: 3 clusters Score -5883220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 57936 members 
Entering Unmasked Estep 
Score: -5883216.000000 Penalty: 3268.571777
	Iteration 45Q: 3 clusters Score -5883216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 57936 members 
Entering Unmasked Estep 
Score: -5883216.000000 Penalty: 3268.571777
	Iteration 46F: 3 clusters Score -5883216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Entering Unmasked Estep 
Score: -1150884.875000 Penalty: 1386.722900
	Iteration 0F: 2 clusters Score -1150885 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1143457.750000 Penalty: 2773.445801
	Iteration 0F: 3 clusters Score -1143458 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1145879.500000 Penalty: 2773.445801
	Iteration 1F: 3 clusters Score -1145880 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1146249.625000 Penalty: 2773.445801
	Iteration 2F: 3 clusters Score -1146250 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1146555.750000 Penalty: 2773.445801
	Iteration 3F: 3 clusters Score -1146556 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1146812.250000 Penalty: 2773.445801
	Iteration 4Q: 3 clusters Score -1146812 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1147045.375000 Penalty: 2773.445801
	Iteration 5Q: 3 clusters Score -1147045 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1147298.000000 Penalty: 2773.445801
	Iteration 6Q: 3 clusters Score -1147298 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1147607.875000 Penalty: 2773.445801
	Iteration 7Q: 3 clusters Score -1147608 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1147960.250000 Penalty: 2773.445801
	Iteration 8Q: 3 clusters Score -1147960 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1148323.125000 Penalty: 2773.445801
	Iteration 9Q: 3 clusters Score -1148323 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1148735.250000 Penalty: 2773.445801
	Iteration 10Q: 3 clusters Score -1148735 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1149126.250000 Penalty: 2773.445801
	Iteration 11Q: 3 clusters Score -1149126 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1149440.375000 Penalty: 2773.445801
	Iteration 12Q: 3 clusters Score -1149440 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1149662.875000 Penalty: 2773.445801
	Iteration 13Q: 3 clusters Score -1149663 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1149828.250000 Penalty: 2773.445801
	Iteration 14Q: 3 clusters Score -1149828 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1149932.750000 Penalty: 2773.445801
	Iteration 15Q: 3 clusters Score -1149933 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -1149996.250000 Penalty: 2773.445801
	Iteration 16Q: 3 clusters Score -1149996 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1150039.625000 Penalty: 2773.445801
	Iteration 17Q: 3 clusters Score -1150040 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1150071.750000 Penalty: 2773.445801
	Iteration 18Q: 3 clusters Score -1150072 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1150099.000000 Penalty: 2773.445801
	Iteration 19Q: 3 clusters Score -1150099 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1150108.750000 Penalty: 2773.445801
	Iteration 20F: 3 clusters Score -1150109 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1150118.250000 Penalty: 2773.445801
	Iteration 21Q: 3 clusters Score -1150118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1150125.875000 Penalty: 2773.445801
	Iteration 22Q: 3 clusters Score -1150126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1150131.625000 Penalty: 2773.445801
	Iteration 23Q: 3 clusters Score -1150132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1150144.125000 Penalty: 2773.445801
	Iteration 24Q: 3 clusters Score -1150144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1150150.250000 Penalty: 2773.445801
	Iteration 25Q: 3 clusters Score -1150150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1150160.250000 Penalty: 2773.445801
	Iteration 26Q: 3 clusters Score -1150160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1150166.125000 Penalty: 2773.445801
	Iteration 27Q: 3 clusters Score -1150166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1150168.625000 Penalty: 2773.445801
	Iteration 28Q: 3 clusters Score -1150169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1150171.125000 Penalty: 2773.445801
	Iteration 29Q: 3 clusters Score -1150171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -1150174.125000 Penalty: 2773.445801
	Iteration 30Q: 3 clusters Score -1150174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -1150177.000000 Penalty: 2773.445801
	Iteration 31Q: 3 clusters Score -1150177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1150177.750000 Penalty: 2773.445801
	Iteration 32Q: 3 clusters Score -1150178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1150179.375000 Penalty: 2773.445801
	Iteration 33Q: 3 clusters Score -1150179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1150179.375000 Penalty: 2773.445801
	Iteration 34F: 3 clusters Score -1150179 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Entering Unmasked Estep 
Score: -1167886.375000 Penalty: 1386.856323
	Iteration 0F: 2 clusters Score -1167886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1160376.750000 Penalty: 2773.712646
	Iteration 0F: 3 clusters Score -1160377 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1162803.750000 Penalty: 2773.712646
	Iteration 1F: 3 clusters Score -1162804 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1163132.625000 Penalty: 2773.712646
	Iteration 2F: 3 clusters Score -1163133 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1163409.625000 Penalty: 2773.712646
	Iteration 3F: 3 clusters Score -1163410 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1163612.750000 Penalty: 2773.712646
	Iteration 4Q: 3 clusters Score -1163613 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1163807.125000 Penalty: 2773.712646
	Iteration 5Q: 3 clusters Score -1163807 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1163984.375000 Penalty: 2773.712646
	Iteration 6Q: 3 clusters Score -1163984 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1164189.250000 Penalty: 2773.712646
	Iteration 7Q: 3 clusters Score -1164189 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1164402.000000 Penalty: 2773.712646
	Iteration 8Q: 3 clusters Score -1164402 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1164630.000000 Penalty: 2773.712646
	Iteration 9Q: 3 clusters Score -1164630 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1164888.750000 Penalty: 2773.712646
	Iteration 10Q: 3 clusters Score -1164889 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1165148.625000 Penalty: 2773.712646
	Iteration 11Q: 3 clusters Score -1165149 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1165386.000000 Penalty: 2773.712646
	Iteration 12Q: 3 clusters Score -1165386 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1165592.875000 Penalty: 2773.712646
	Iteration 13Q: 3 clusters Score -1165593 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1165739.125000 Penalty: 2773.712646
	Iteration 14Q: 3 clusters Score -1165739 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1165845.375000 Penalty: 2773.712646
	Iteration 15Q: 3 clusters Score -1165845 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1165950.125000 Penalty: 2773.712646
	Iteration 16Q: 3 clusters Score -1165950 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1166029.500000 Penalty: 2773.712646
	Iteration 17Q: 3 clusters Score -1166030 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1166101.375000 Penalty: 2773.712646
	Iteration 18Q: 3 clusters Score -1166101 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1166164.500000 Penalty: 2773.712646
	Iteration 19Q: 3 clusters Score -1166164 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1166232.125000 Penalty: 2773.712646
	Iteration 20F: 3 clusters Score -1166232 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1166297.875000 Penalty: 2773.712646
	Iteration 21Q: 3 clusters Score -1166298 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1166362.625000 Penalty: 2773.712646
	Iteration 22Q: 3 clusters Score -1166363 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1166425.125000 Penalty: 2773.712646
	Iteration 23Q: 3 clusters Score -1166425 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1166474.125000 Penalty: 2773.712646
	Iteration 24Q: 3 clusters Score -1166474 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1166522.125000 Penalty: 2773.712646
	Iteration 25Q: 3 clusters Score -1166522 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1166574.750000 Penalty: 2773.712646
	Iteration 26Q: 3 clusters Score -1166575 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1166613.500000 Penalty: 2773.712646
	Iteration 27Q: 3 clusters Score -1166614 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1166649.000000 Penalty: 2773.712646
	Iteration 28Q: 3 clusters Score -1166649 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1166674.875000 Penalty: 2773.712646
	Iteration 29Q: 3 clusters Score -1166675 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1166699.125000 Penalty: 2773.712646
	Iteration 30Q: 3 clusters Score -1166699 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1166722.000000 Penalty: 2773.712646
	Iteration 31Q: 3 clusters Score -1166722 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1166745.375000 Penalty: 2773.712646
	Iteration 32Q: 3 clusters Score -1166745 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1166767.875000 Penalty: 2773.712646
	Iteration 33Q: 3 clusters Score -1166768 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1166786.250000 Penalty: 2773.712646
	Iteration 34Q: 3 clusters Score -1166786 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1166810.125000 Penalty: 2773.712646
	Iteration 35Q: 3 clusters Score -1166810 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1166829.250000 Penalty: 2773.712646
	Iteration 36Q: 3 clusters Score -1166829 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1166847.000000 Penalty: 2773.712646
	Iteration 37Q: 3 clusters Score -1166847 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1166877.625000 Penalty: 2773.712646
	Iteration 38Q: 3 clusters Score -1166878 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1166903.500000 Penalty: 2773.712646
	Iteration 39Q: 3 clusters Score -1166904 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1166926.250000 Penalty: 2773.712646
	Iteration 40F: 3 clusters Score -1166926 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1166945.500000 Penalty: 2773.712646
	Iteration 41Q: 3 clusters Score -1166946 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1166960.125000 Penalty: 2773.712646
	Iteration 42Q: 3 clusters Score -1166960 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1166971.875000 Penalty: 2773.712646
	Iteration 43Q: 3 clusters Score -1166972 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1166981.000000 Penalty: 2773.712646
	Iteration 44Q: 3 clusters Score -1166981 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1166996.875000 Penalty: 2773.712646
	Iteration 45Q: 3 clusters Score -1166997 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1167005.875000 Penalty: 2773.712646
	Iteration 46Q: 3 clusters Score -1167006 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1167010.000000 Penalty: 2773.712646
	Iteration 47Q: 3 clusters Score -1167010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1167017.125000 Penalty: 2773.712646
	Iteration 48Q: 3 clusters Score -1167017 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1167025.500000 Penalty: 2773.712646
	Iteration 49Q: 3 clusters Score -1167026 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1167032.375000 Penalty: 2773.712646
	Iteration 50Q: 3 clusters Score -1167032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1167039.000000 Penalty: 2773.712646
	Iteration 51Q: 3 clusters Score -1167039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1167042.125000 Penalty: 2773.712646
	Iteration 52Q: 3 clusters Score -1167042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1167046.250000 Penalty: 2773.712646
	Iteration 53Q: 3 clusters Score -1167046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1167047.375000 Penalty: 2773.712646
	Iteration 54Q: 3 clusters Score -1167047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1167051.000000 Penalty: 2773.712646
	Iteration 55Q: 3 clusters Score -1167051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1167050.875000 Penalty: 2773.712646
	Iteration 56Q: 3 clusters Score -1167051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1167055.250000 Penalty: 2773.712646
	Iteration 57Q: 3 clusters Score -1167055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1167056.500000 Penalty: 2773.712646
	Iteration 58Q: 3 clusters Score -1167056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1167059.000000 Penalty: 2773.712646
	Iteration 59Q: 3 clusters Score -1167059 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1167063.125000 Penalty: 2773.712646
	Iteration 60F: 3 clusters Score -1167063 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1167069.250000 Penalty: 2773.712646
	Iteration 61Q: 3 clusters Score -1167069 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1167077.750000 Penalty: 2773.712646
	Iteration 62Q: 3 clusters Score -1167078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1167081.500000 Penalty: 2773.712646
	Iteration 63Q: 3 clusters Score -1167082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1167088.625000 Penalty: 2773.712646
	Iteration 64Q: 3 clusters Score -1167089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1167091.125000 Penalty: 2773.712646
	Iteration 65Q: 3 clusters Score -1167091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1167093.250000 Penalty: 2773.712646
	Iteration 66Q: 3 clusters Score -1167093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1167094.250000 Penalty: 2773.712646
	Iteration 67Q: 3 clusters Score -1167094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1167096.125000 Penalty: 2773.712646
	Iteration 68Q: 3 clusters Score -1167096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1167100.000000 Penalty: 2773.712646
	Iteration 69Q: 3 clusters Score -1167100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1167101.250000 Penalty: 2773.712646
	Iteration 70Q: 3 clusters Score -1167101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1167102.250000 Penalty: 2773.712646
	Iteration 71Q: 3 clusters Score -1167102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1167102.875000 Penalty: 2773.712646
	Iteration 72Q: 3 clusters Score -1167103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1167103.375000 Penalty: 2773.712646
	Iteration 73Q: 3 clusters Score -1167103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1167103.625000 Penalty: 2773.712646
	Iteration 74Q: 3 clusters Score -1167104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1167104.750000 Penalty: 2773.712646
	Iteration 75Q: 3 clusters Score -1167105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1167105.875000 Penalty: 2773.712646
	Iteration 76Q: 3 clusters Score -1167106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1167107.500000 Penalty: 2773.712646
	Iteration 77Q: 3 clusters Score -1167108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1167109.625000 Penalty: 2773.712646
	Iteration 78Q: 3 clusters Score -1167110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1167112.125000 Penalty: 2773.712646
	Iteration 79Q: 3 clusters Score -1167112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1167115.625000 Penalty: 2773.712646
	Iteration 80F: 3 clusters Score -1167116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1167121.750000 Penalty: 2773.712646
	Iteration 81Q: 3 clusters Score -1167122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1167124.500000 Penalty: 2773.712646
	Iteration 82Q: 3 clusters Score -1167124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1167125.875000 Penalty: 2773.712646
	Iteration 83Q: 3 clusters Score -1167126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1167126.500000 Penalty: 2773.712646
	Iteration 84Q: 3 clusters Score -1167126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1167127.875000 Penalty: 2773.712646
	Iteration 85Q: 3 clusters Score -1167128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1167127.500000 Penalty: 2773.712646
	Iteration 86Q: 3 clusters Score -1167128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1167127.500000 Penalty: 2773.712646
	Iteration 87F: 3 clusters Score -1167128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Entering Unmasked Estep 
Score: -1202515.125000 Penalty: 1390.386841
	Iteration 0F: 2 clusters Score -1202515 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1194936.750000 Penalty: 2780.773682
	Iteration 0F: 3 clusters Score -1194937 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1197404.750000 Penalty: 2780.773682
	Iteration 1F: 3 clusters Score -1197405 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1197736.375000 Penalty: 2780.773682
	Iteration 2F: 3 clusters Score -1197736 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1197965.125000 Penalty: 2780.773682
	Iteration 3Q: 3 clusters Score -1197965 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1198113.500000 Penalty: 2780.773682
	Iteration 4Q: 3 clusters Score -1198114 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1198228.125000 Penalty: 2780.773682
	Iteration 5Q: 3 clusters Score -1198228 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1198335.875000 Penalty: 2780.773682
	Iteration 6Q: 3 clusters Score -1198336 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1198415.750000 Penalty: 2780.773682
	Iteration 7Q: 3 clusters Score -1198416 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1198521.000000 Penalty: 2780.773682
	Iteration 8Q: 3 clusters Score -1198521 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1198633.375000 Penalty: 2780.773682
	Iteration 9Q: 3 clusters Score -1198633 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1198770.500000 Penalty: 2780.773682
	Iteration 10Q: 3 clusters Score -1198770 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1198929.000000 Penalty: 2780.773682
	Iteration 11Q: 3 clusters Score -1198929 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1199133.500000 Penalty: 2780.773682
	Iteration 12Q: 3 clusters Score -1199134 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1199349.750000 Penalty: 2780.773682
	Iteration 13Q: 3 clusters Score -1199350 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1199603.750000 Penalty: 2780.773682
	Iteration 14Q: 3 clusters Score -1199604 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1199829.000000 Penalty: 2780.773682
	Iteration 15Q: 3 clusters Score -1199829 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1200045.125000 Penalty: 2780.773682
	Iteration 16Q: 3 clusters Score -1200045 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1200217.625000 Penalty: 2780.773682
	Iteration 17Q: 3 clusters Score -1200218 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1200374.375000 Penalty: 2780.773682
	Iteration 18Q: 3 clusters Score -1200374 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1200477.750000 Penalty: 2780.773682
	Iteration 19Q: 3 clusters Score -1200478 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1200572.250000 Penalty: 2780.773682
	Iteration 20F: 3 clusters Score -1200572 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1200653.875000 Penalty: 2780.773682
	Iteration 21Q: 3 clusters Score -1200654 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1200741.875000 Penalty: 2780.773682
	Iteration 22Q: 3 clusters Score -1200742 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1200824.500000 Penalty: 2780.773682
	Iteration 23Q: 3 clusters Score -1200824 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1200895.500000 Penalty: 2780.773682
	Iteration 24Q: 3 clusters Score -1200896 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1200951.625000 Penalty: 2780.773682
	Iteration 25Q: 3 clusters Score -1200952 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1201016.500000 Penalty: 2780.773682
	Iteration 26Q: 3 clusters Score -1201016 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1201079.250000 Penalty: 2780.773682
	Iteration 27Q: 3 clusters Score -1201079 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1201118.250000 Penalty: 2780.773682
	Iteration 28Q: 3 clusters Score -1201118 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1201146.500000 Penalty: 2780.773682
	Iteration 29Q: 3 clusters Score -1201146 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1201184.250000 Penalty: 2780.773682
	Iteration 30Q: 3 clusters Score -1201184 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1201222.625000 Penalty: 2780.773682
	Iteration 31Q: 3 clusters Score -1201223 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1201252.500000 Penalty: 2780.773682
	Iteration 32Q: 3 clusters Score -1201252 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1201278.250000 Penalty: 2780.773682
	Iteration 33Q: 3 clusters Score -1201278 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1201306.250000 Penalty: 2780.773682
	Iteration 34Q: 3 clusters Score -1201306 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1201316.625000 Penalty: 2780.773682
	Iteration 35Q: 3 clusters Score -1201317 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1201330.875000 Penalty: 2780.773682
	Iteration 36Q: 3 clusters Score -1201331 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1201339.375000 Penalty: 2780.773682
	Iteration 37Q: 3 clusters Score -1201339 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1201351.750000 Penalty: 2780.773682
	Iteration 38Q: 3 clusters Score -1201352 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1201359.625000 Penalty: 2780.773682
	Iteration 39Q: 3 clusters Score -1201360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1201368.375000 Penalty: 2780.773682
	Iteration 40F: 3 clusters Score -1201368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1201374.125000 Penalty: 2780.773682
	Iteration 41Q: 3 clusters Score -1201374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1201374.750000 Penalty: 2780.773682
	Iteration 42Q: 3 clusters Score -1201375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1201373.750000 Penalty: 2780.773682
	Iteration 43Q: 3 clusters Score -1201374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -1201380.000000 Penalty: 2780.773682
	Iteration 44Q: 3 clusters Score -1201380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1201379.000000 Penalty: 2780.773682
	Iteration 45Q: 3 clusters Score -1201379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1201380.000000 Penalty: 2780.773682
	Iteration 46Q: 3 clusters Score -1201380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -1201381.000000 Penalty: 2780.773682
	Iteration 47Q: 3 clusters Score -1201381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1201384.750000 Penalty: 2780.773682
	Iteration 48Q: 3 clusters Score -1201385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1201386.875000 Penalty: 2780.773682
	Iteration 49Q: 3 clusters Score -1201387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1201389.375000 Penalty: 2780.773682
	Iteration 50Q: 3 clusters Score -1201389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1201392.250000 Penalty: 2780.773682
	Iteration 51Q: 3 clusters Score -1201392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1201398.000000 Penalty: 2780.773682
	Iteration 52Q: 3 clusters Score -1201398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1201399.500000 Penalty: 2780.773682
	Iteration 53Q: 3 clusters Score -1201400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -1201400.750000 Penalty: 2780.773682
	Iteration 54Q: 3 clusters Score -1201401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1201401.750000 Penalty: 2780.773682
	Iteration 55Q: 3 clusters Score -1201402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1201402.500000 Penalty: 2780.773682
	Iteration 56Q: 3 clusters Score -1201402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1201402.500000 Penalty: 2780.773682
	Iteration 57F: 3 clusters Score -1201402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -1088601.875000 Penalty: 1376.119873
	Iteration 0F: 2 clusters Score -1088602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1081636.500000 Penalty: 2752.239746
	Iteration 0F: 3 clusters Score -1081636 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1083894.250000 Penalty: 2752.239746
	Iteration 1F: 3 clusters Score -1083894 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1084156.250000 Penalty: 2752.239746
	Iteration 2F: 3 clusters Score -1084156 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1084339.125000 Penalty: 2752.239746
	Iteration 3Q: 3 clusters Score -1084339 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1084511.500000 Penalty: 2752.239746
	Iteration 4Q: 3 clusters Score -1084512 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1084683.625000 Penalty: 2752.239746
	Iteration 5Q: 3 clusters Score -1084684 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1084851.000000 Penalty: 2752.239746
	Iteration 6Q: 3 clusters Score -1084851 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1085022.625000 Penalty: 2752.239746
	Iteration 7Q: 3 clusters Score -1085023 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1085199.750000 Penalty: 2752.239746
	Iteration 8Q: 3 clusters Score -1085200 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1085395.500000 Penalty: 2752.239746
	Iteration 9Q: 3 clusters Score -1085396 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1085598.750000 Penalty: 2752.239746
	Iteration 10Q: 3 clusters Score -1085599 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1085779.875000 Penalty: 2752.239746
	Iteration 11Q: 3 clusters Score -1085780 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1085957.375000 Penalty: 2752.239746
	Iteration 12Q: 3 clusters Score -1085957 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1086105.625000 Penalty: 2752.239746
	Iteration 13Q: 3 clusters Score -1086106 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1086234.125000 Penalty: 2752.239746
	Iteration 14Q: 3 clusters Score -1086234 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1086329.125000 Penalty: 2752.239746
	Iteration 15Q: 3 clusters Score -1086329 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1086404.500000 Penalty: 2752.239746
	Iteration 16Q: 3 clusters Score -1086404 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1086457.625000 Penalty: 2752.239746
	Iteration 17Q: 3 clusters Score -1086458 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1086496.750000 Penalty: 2752.239746
	Iteration 18Q: 3 clusters Score -1086497 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1086531.875000 Penalty: 2752.239746
	Iteration 19Q: 3 clusters Score -1086532 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1086573.250000 Penalty: 2752.239746
	Iteration 20F: 3 clusters Score -1086573 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1086616.125000 Penalty: 2752.239746
	Iteration 21Q: 3 clusters Score -1086616 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1086654.000000 Penalty: 2752.239746
	Iteration 22Q: 3 clusters Score -1086654 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1086698.375000 Penalty: 2752.239746
	Iteration 23Q: 3 clusters Score -1086698 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1086742.625000 Penalty: 2752.239746
	Iteration 24Q: 3 clusters Score -1086743 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1086784.250000 Penalty: 2752.239746
	Iteration 25Q: 3 clusters Score -1086784 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1086828.000000 Penalty: 2752.239746
	Iteration 26Q: 3 clusters Score -1086828 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1086879.000000 Penalty: 2752.239746
	Iteration 27Q: 3 clusters Score -1086879 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1086919.750000 Penalty: 2752.239746
	Iteration 28Q: 3 clusters Score -1086920 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1086953.625000 Penalty: 2752.239746
	Iteration 29Q: 3 clusters Score -1086954 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1086984.375000 Penalty: 2752.239746
	Iteration 30Q: 3 clusters Score -1086984 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1087014.125000 Penalty: 2752.239746
	Iteration 31Q: 3 clusters Score -1087014 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1087054.000000 Penalty: 2752.239746
	Iteration 32Q: 3 clusters Score -1087054 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1087091.125000 Penalty: 2752.239746
	Iteration 33Q: 3 clusters Score -1087091 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1087118.500000 Penalty: 2752.239746
	Iteration 34Q: 3 clusters Score -1087118 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1087152.875000 Penalty: 2752.239746
	Iteration 35Q: 3 clusters Score -1087153 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1087180.750000 Penalty: 2752.239746
	Iteration 36Q: 3 clusters Score -1087181 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1087213.375000 Penalty: 2752.239746
	Iteration 37Q: 3 clusters Score -1087213 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1087232.875000 Penalty: 2752.239746
	Iteration 38Q: 3 clusters Score -1087233 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1087261.000000 Penalty: 2752.239746
	Iteration 39Q: 3 clusters Score -1087261 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1087285.000000 Penalty: 2752.239746
	Iteration 40F: 3 clusters Score -1087285 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1087315.375000 Penalty: 2752.239746
	Iteration 41Q: 3 clusters Score -1087315 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1087331.000000 Penalty: 2752.239746
	Iteration 42Q: 3 clusters Score -1087331 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1087338.250000 Penalty: 2752.239746
	Iteration 43Q: 3 clusters Score -1087338 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1087346.125000 Penalty: 2752.239746
	Iteration 44Q: 3 clusters Score -1087346 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1087350.875000 Penalty: 2752.239746
	Iteration 45Q: 3 clusters Score -1087351 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1087356.625000 Penalty: 2752.239746
	Iteration 46Q: 3 clusters Score -1087357 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1087360.250000 Penalty: 2752.239746
	Iteration 47Q: 3 clusters Score -1087360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1087364.750000 Penalty: 2752.239746
	Iteration 48Q: 3 clusters Score -1087365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1087368.125000 Penalty: 2752.239746
	Iteration 49Q: 3 clusters Score -1087368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1087369.250000 Penalty: 2752.239746
	Iteration 50Q: 3 clusters Score -1087369 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1087371.000000 Penalty: 2752.239746
	Iteration 51Q: 3 clusters Score -1087371 nChanged 10
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: -1087375.000000 Penalty: 2752.239746
	Iteration 52Q: 3 clusters Score -1087375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1087379.500000 Penalty: 2752.239746
	Iteration 53Q: 3 clusters Score -1087380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1087382.875000 Penalty: 2752.239746
	Iteration 54Q: 3 clusters Score -1087383 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1087384.125000 Penalty: 2752.239746
	Iteration 55Q: 3 clusters Score -1087384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1087389.750000 Penalty: 2752.239746
	Iteration 56Q: 3 clusters Score -1087390 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1087394.750000 Penalty: 2752.239746
	Iteration 57Q: 3 clusters Score -1087395 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1087399.500000 Penalty: 2752.239746
	Iteration 58Q: 3 clusters Score -1087400 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1087403.500000 Penalty: 2752.239746
	Iteration 59Q: 3 clusters Score -1087404 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1087409.375000 Penalty: 2752.239746
	Iteration 60F: 3 clusters Score -1087409 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1087410.375000 Penalty: 2752.239746
	Iteration 61Q: 3 clusters Score -1087410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1087413.750000 Penalty: 2752.239746
	Iteration 62Q: 3 clusters Score -1087414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1087414.625000 Penalty: 2752.239746
	Iteration 63Q: 3 clusters Score -1087415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1087416.250000 Penalty: 2752.239746
	Iteration 64Q: 3 clusters Score -1087416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1087419.000000 Penalty: 2752.239746
	Iteration 65Q: 3 clusters Score -1087419 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1087422.750000 Penalty: 2752.239746
	Iteration 66Q: 3 clusters Score -1087423 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1087429.250000 Penalty: 2752.239746
	Iteration 67Q: 3 clusters Score -1087429 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1087438.250000 Penalty: 2752.239746
	Iteration 68Q: 3 clusters Score -1087438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1087438.375000 Penalty: 2752.239746
	Iteration 69Q: 3 clusters Score -1087438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1087442.500000 Penalty: 2752.239746
	Iteration 70Q: 3 clusters Score -1087442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1087443.125000 Penalty: 2752.239746
	Iteration 71Q: 3 clusters Score -1087443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1087443.500000 Penalty: 2752.239746
	Iteration 72Q: 3 clusters Score -1087444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1087444.000000 Penalty: 2752.239746
	Iteration 73Q: 3 clusters Score -1087444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1087444.875000 Penalty: 2752.239746
	Iteration 74Q: 3 clusters Score -1087445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1087444.375000 Penalty: 2752.239746
	Iteration 75Q: 3 clusters Score -1087444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1087445.500000 Penalty: 2752.239746
	Iteration 76Q: 3 clusters Score -1087446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1087443.875000 Penalty: 2752.239746
	Iteration 77Q: 3 clusters Score -1087444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1087443.875000 Penalty: 2752.239746
	Iteration 78F: 3 clusters Score -1087444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Entering Unmasked Estep 
Score: -726374.312500 Penalty: 1322.790649
	Iteration 0F: 2 clusters Score -726374.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -721359.375000 Penalty: 2645.581299
	Iteration 0F: 3 clusters Score -721359.4 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -723064.125000 Penalty: 2645.581299
	Iteration 1F: 3 clusters Score -723064.1 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -723418.562500 Penalty: 2645.581299
	Iteration 2F: 3 clusters Score -723418.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -723729.687500 Penalty: 2645.581299
	Iteration 3F: 3 clusters Score -723729.7 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -723970.125000 Penalty: 2645.581299
	Iteration 4F: 3 clusters Score -723970.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -724134.937500 Penalty: 2645.581299
	Iteration 5Q: 3 clusters Score -724134.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -724288.812500 Penalty: 2645.581299
	Iteration 6Q: 3 clusters Score -724288.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -724455.625000 Penalty: 2645.581299
	Iteration 7Q: 3 clusters Score -724455.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -724608.625000 Penalty: 2645.581299
	Iteration 8Q: 3 clusters Score -724608.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -724763.062500 Penalty: 2645.581299
	Iteration 9Q: 3 clusters Score -724763.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -724938.187500 Penalty: 2645.581299
	Iteration 10Q: 3 clusters Score -724938.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -725117.687500 Penalty: 2645.581299
	Iteration 11Q: 3 clusters Score -725117.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -725282.812500 Penalty: 2645.581299
	Iteration 12Q: 3 clusters Score -725282.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -725414.312500 Penalty: 2645.581299
	Iteration 13Q: 3 clusters Score -725414.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -725557.625000 Penalty: 2645.581299
	Iteration 14Q: 3 clusters Score -725557.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -725674.312500 Penalty: 2645.581299
	Iteration 15Q: 3 clusters Score -725674.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -725755.750000 Penalty: 2645.581299
	Iteration 16Q: 3 clusters Score -725755.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -725803.437500 Penalty: 2645.581299
	Iteration 17Q: 3 clusters Score -725803.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -725853.437500 Penalty: 2645.581299
	Iteration 18Q: 3 clusters Score -725853.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -725889.000000 Penalty: 2645.581299
	Iteration 19Q: 3 clusters Score -725889 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -725924.250000 Penalty: 2645.581299
	Iteration 20F: 3 clusters Score -725924.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -725940.812500 Penalty: 2645.581299
	Iteration 21Q: 3 clusters Score -725940.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -725952.875000 Penalty: 2645.581299
	Iteration 22Q: 3 clusters Score -725952.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -725966.062500 Penalty: 2645.581299
	Iteration 23Q: 3 clusters Score -725966.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -725980.687500 Penalty: 2645.581299
	Iteration 24Q: 3 clusters Score -725980.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -725986.750000 Penalty: 2645.581299
	Iteration 25Q: 3 clusters Score -725986.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -725991.750000 Penalty: 2645.581299
	Iteration 26Q: 3 clusters Score -725991.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -725993.875000 Penalty: 2645.581299
	Iteration 27Q: 3 clusters Score -725993.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -725998.125000 Penalty: 2645.581299
	Iteration 28Q: 3 clusters Score -725998.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -726000.562500 Penalty: 2645.581299
	Iteration 29Q: 3 clusters Score -726000.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -726002.125000 Penalty: 2645.581299
	Iteration 30Q: 3 clusters Score -726002.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -726002.437500 Penalty: 2645.581299
	Iteration 31Q: 3 clusters Score -726002.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -726004.500000 Penalty: 2645.581299
	Iteration 32Q: 3 clusters Score -726004.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -726005.312500 Penalty: 2645.581299
	Iteration 33Q: 3 clusters Score -726005.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -726006.937500 Penalty: 2645.581299
	Iteration 34Q: 3 clusters Score -726006.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -726008.312500 Penalty: 2645.581299
	Iteration 35Q: 3 clusters Score -726008.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -726010.687500 Penalty: 2645.581299
	Iteration 36Q: 3 clusters Score -726010.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -726010.125000 Penalty: 2645.581299
	Iteration 37Q: 3 clusters Score -726010.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -726010.125000 Penalty: 2645.581299
	Iteration 38F: 3 clusters Score -726010.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (18998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Entering Unmasked Estep 
Score: -1948479.125000 Penalty: 1465.990845
	Iteration 0F: 2 clusters Score -1948479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1936040.125000 Penalty: 2931.981689
	Iteration 0F: 3 clusters Score -1936040 nChanged 8349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1940509.750000 Penalty: 2931.981689
	Iteration 1F: 3 clusters Score -1940510 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1940926.875000 Penalty: 2931.981689
	Iteration 2F: 3 clusters Score -1940927 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1941260.125000 Penalty: 2931.981689
	Iteration 3Q: 3 clusters Score -1941260 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1941570.250000 Penalty: 2931.981689
	Iteration 4Q: 3 clusters Score -1941570 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1941864.375000 Penalty: 2931.981689
	Iteration 5Q: 3 clusters Score -1941864 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1942161.750000 Penalty: 2931.981689
	Iteration 6Q: 3 clusters Score -1942162 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1942508.250000 Penalty: 2931.981689
	Iteration 7Q: 3 clusters Score -1942508 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1942961.500000 Penalty: 2931.981689
	Iteration 8Q: 3 clusters Score -1942962 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1943544.750000 Penalty: 2931.981689
	Iteration 9Q: 3 clusters Score -1943545 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1944208.250000 Penalty: 2931.981689
	Iteration 10F: 3 clusters Score -1944208 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1944920.500000 Penalty: 2931.981689
	Iteration 11F: 3 clusters Score -1944920 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1945606.375000 Penalty: 2931.981689
	Iteration 12Q: 3 clusters Score -1945606 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1946161.625000 Penalty: 2931.981689
	Iteration 13Q: 3 clusters Score -1946162 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1946571.250000 Penalty: 2931.981689
	Iteration 14Q: 3 clusters Score -1946571 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1946811.750000 Penalty: 2931.981689
	Iteration 15Q: 3 clusters Score -1946812 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1946984.000000 Penalty: 2931.981689
	Iteration 16Q: 3 clusters Score -1946984 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1947096.000000 Penalty: 2931.981689
	Iteration 17Q: 3 clusters Score -1947096 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1947169.000000 Penalty: 2931.981689
	Iteration 18Q: 3 clusters Score -1947169 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1947230.250000 Penalty: 2931.981689
	Iteration 19Q: 3 clusters Score -1947230 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1947287.250000 Penalty: 2931.981689
	Iteration 20F: 3 clusters Score -1947287 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1947336.875000 Penalty: 2931.981689
	Iteration 21Q: 3 clusters Score -1947337 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1947366.375000 Penalty: 2931.981689
	Iteration 22Q: 3 clusters Score -1947366 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1947386.125000 Penalty: 2931.981689
	Iteration 23Q: 3 clusters Score -1947386 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1947396.250000 Penalty: 2931.981689
	Iteration 24Q: 3 clusters Score -1947396 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1947410.000000 Penalty: 2931.981689
	Iteration 25Q: 3 clusters Score -1947410 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1947420.375000 Penalty: 2931.981689
	Iteration 26Q: 3 clusters Score -1947420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1947425.625000 Penalty: 2931.981689
	Iteration 27Q: 3 clusters Score -1947426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1947429.875000 Penalty: 2931.981689
	Iteration 28Q: 3 clusters Score -1947430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1947434.125000 Penalty: 2931.981689
	Iteration 29Q: 3 clusters Score -1947434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1947437.000000 Penalty: 2931.981689
	Iteration 30Q: 3 clusters Score -1947437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1947440.500000 Penalty: 2931.981689
	Iteration 31Q: 3 clusters Score -1947440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1947437.875000 Penalty: 2931.981689
	Iteration 32Q: 3 clusters Score -1947438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1947441.125000 Penalty: 2931.981689
	Iteration 33Q: 3 clusters Score -1947441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1947445.125000 Penalty: 2931.981689
	Iteration 34Q: 3 clusters Score -1947445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1947446.875000 Penalty: 2931.981689
	Iteration 35Q: 3 clusters Score -1947447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1947447.500000 Penalty: 2931.981689
	Iteration 36Q: 3 clusters Score -1947448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1947448.750000 Penalty: 2931.981689
	Iteration 37Q: 3 clusters Score -1947449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1947449.375000 Penalty: 2931.981689
	Iteration 38Q: 3 clusters Score -1947449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1947448.625000 Penalty: 2931.981689
	Iteration 39Q: 3 clusters Score -1947449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1947448.625000 Penalty: 2931.981689
	Iteration 40F: 3 clusters Score -1947449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (37849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37849 members 
Entering Unmasked Estep 
Score: -3931408.500000 Penalty: 1568.554443
	Iteration 0F: 2 clusters Score -3931408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -3906817.750000 Penalty: 3137.108887
	Iteration 0F: 3 clusters Score -3906818 nChanged 17172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -3916586.750000 Penalty: 3137.108887
	Iteration 1F: 3 clusters Score -3916587 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -3917598.000000 Penalty: 3137.108887
	Iteration 2F: 3 clusters Score -3917598 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -3918878.750000 Penalty: 3137.108887
	Iteration 3F: 3 clusters Score -3918879 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27023 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -3920735.500000 Penalty: 3137.108887
	Iteration 4F: 3 clusters Score -3920736 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29830 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -3923112.250000 Penalty: 3137.108887
	Iteration 5F: 3 clusters Score -3923112 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32583 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -3925609.000000 Penalty: 3137.108887
	Iteration 6F: 3 clusters Score -3925609 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34819 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -3927666.750000 Penalty: 3137.108887
	Iteration 7F: 3 clusters Score -3927667 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36172 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -3928903.000000 Penalty: 3137.108887
	Iteration 8Q: 3 clusters Score -3928903 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36871 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3929526.500000 Penalty: 3137.108887
	Iteration 9Q: 3 clusters Score -3929526 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37189 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3929840.250000 Penalty: 3137.108887
	Iteration 10Q: 3 clusters Score -3929840 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37338 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -3929988.500000 Penalty: 3137.108887
	Iteration 11Q: 3 clusters Score -3929988 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37406 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -3930065.750000 Penalty: 3137.108887
	Iteration 12Q: 3 clusters Score -3930066 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37458 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -3930120.750000 Penalty: 3137.108887
	Iteration 13Q: 3 clusters Score -3930121 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37475 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3930144.000000 Penalty: 3137.108887
	Iteration 14Q: 3 clusters Score -3930144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37480 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -3930150.500000 Penalty: 3137.108887
	Iteration 15Q: 3 clusters Score -3930150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37484 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3930161.750000 Penalty: 3137.108887
	Iteration 16Q: 3 clusters Score -3930162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37490 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -3930170.250000 Penalty: 3137.108887
	Iteration 17Q: 3 clusters Score -3930170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37496 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3930176.000000 Penalty: 3137.108887
	Iteration 18Q: 3 clusters Score -3930176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37504 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -3930187.500000 Penalty: 3137.108887
	Iteration 19Q: 3 clusters Score -3930188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37506 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -3930191.000000 Penalty: 3137.108887
	Iteration 20F: 3 clusters Score -3930191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37509 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3930193.250000 Penalty: 3137.108887
	Iteration 21Q: 3 clusters Score -3930193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37511 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -3930193.250000 Penalty: 3137.108887
	Iteration 22Q: 3 clusters Score -3930193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37511 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -3930193.250000 Penalty: 3137.108887
	Iteration 23F: 3 clusters Score -3930193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Entering Unmasked Estep 
Score: -1786652.000000 Penalty: 1450.145996
	Iteration 0F: 2 clusters Score -1786652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1775410.750000 Penalty: 2900.291992
	Iteration 0F: 3 clusters Score -1775411 nChanged 7459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1779560.250000 Penalty: 2900.291992
	Iteration 1F: 3 clusters Score -1779560 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1780059.625000 Penalty: 2900.291992
	Iteration 2F: 3 clusters Score -1780060 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1780562.875000 Penalty: 2900.291992
	Iteration 3F: 3 clusters Score -1780563 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1781168.000000 Penalty: 2900.291992
	Iteration 4F: 3 clusters Score -1781168 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1781866.750000 Penalty: 2900.291992
	Iteration 5F: 3 clusters Score -1781867 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1782602.250000 Penalty: 2900.291992
	Iteration 6F: 3 clusters Score -1782602 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -1783295.625000 Penalty: 2900.291992
	Iteration 7F: 3 clusters Score -1783296 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -1783912.375000 Penalty: 2900.291992
	Iteration 8F: 3 clusters Score -1783912 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -1784359.000000 Penalty: 2900.291992
	Iteration 9Q: 3 clusters Score -1784359 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -1784699.125000 Penalty: 2900.291992
	Iteration 10Q: 3 clusters Score -1784699 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -1784975.750000 Penalty: 2900.291992
	Iteration 11Q: 3 clusters Score -1784976 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -1785145.750000 Penalty: 2900.291992
	Iteration 12Q: 3 clusters Score -1785146 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -1785282.625000 Penalty: 2900.291992
	Iteration 13Q: 3 clusters Score -1785283 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -1785388.625000 Penalty: 2900.291992
	Iteration 14Q: 3 clusters Score -1785389 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -1785482.000000 Penalty: 2900.291992
	Iteration 15Q: 3 clusters Score -1785482 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -1785570.375000 Penalty: 2900.291992
	Iteration 16Q: 3 clusters Score -1785570 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -1785632.875000 Penalty: 2900.291992
	Iteration 17Q: 3 clusters Score -1785633 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -1785679.125000 Penalty: 2900.291992
	Iteration 18Q: 3 clusters Score -1785679 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -1785718.250000 Penalty: 2900.291992
	Iteration 19Q: 3 clusters Score -1785718 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -1785743.375000 Penalty: 2900.291992
	Iteration 20F: 3 clusters Score -1785743 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -1785771.500000 Penalty: 2900.291992
	Iteration 21Q: 3 clusters Score -1785772 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -1785792.125000 Penalty: 2900.291992
	Iteration 22Q: 3 clusters Score -1785792 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -1785804.125000 Penalty: 2900.291992
	Iteration 23Q: 3 clusters Score -1785804 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -1785815.750000 Penalty: 2900.291992
	Iteration 24Q: 3 clusters Score -1785816 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -1785826.375000 Penalty: 2900.291992
	Iteration 25Q: 3 clusters Score -1785826 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -1785839.875000 Penalty: 2900.291992
	Iteration 26Q: 3 clusters Score -1785840 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -1785854.625000 Penalty: 2900.291992
	Iteration 27Q: 3 clusters Score -1785855 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -1785861.125000 Penalty: 2900.291992
	Iteration 28Q: 3 clusters Score -1785861 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -1785875.000000 Penalty: 2900.291992
	Iteration 29Q: 3 clusters Score -1785875 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -1785873.875000 Penalty: 2900.291992
	Iteration 30Q: 3 clusters Score -1785874 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -1785885.375000 Penalty: 2900.291992
	Iteration 31Q: 3 clusters Score -1785885 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -1785891.250000 Penalty: 2900.291992
	Iteration 32Q: 3 clusters Score -1785891 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -1785899.750000 Penalty: 2900.291992
	Iteration 33Q: 3 clusters Score -1785900 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -1785904.500000 Penalty: 2900.291992
	Iteration 34Q: 3 clusters Score -1785904 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -1785906.125000 Penalty: 2900.291992
	Iteration 35Q: 3 clusters Score -1785906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -1785906.000000 Penalty: 2900.291992
	Iteration 36Q: 3 clusters Score -1785906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -1785913.875000 Penalty: 2900.291992
	Iteration 37Q: 3 clusters Score -1785914 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -1785919.875000 Penalty: 2900.291992
	Iteration 38Q: 3 clusters Score -1785920 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -1785925.500000 Penalty: 2900.291992
	Iteration 39Q: 3 clusters Score -1785926 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -1785932.625000 Penalty: 2900.291992
	Iteration 40F: 3 clusters Score -1785933 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -1785937.125000 Penalty: 2900.291992
	Iteration 41Q: 3 clusters Score -1785937 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -1785942.750000 Penalty: 2900.291992
	Iteration 42Q: 3 clusters Score -1785943 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -1785945.750000 Penalty: 2900.291992
	Iteration 43Q: 3 clusters Score -1785946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -1785957.375000 Penalty: 2900.291992
	Iteration 44Q: 3 clusters Score -1785957 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -1785958.625000 Penalty: 2900.291992
	Iteration 45Q: 3 clusters Score -1785959 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -1785968.500000 Penalty: 2900.291992
	Iteration 46Q: 3 clusters Score -1785968 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -1785972.500000 Penalty: 2900.291992
	Iteration 47Q: 3 clusters Score -1785972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -1785973.625000 Penalty: 2900.291992
	Iteration 48Q: 3 clusters Score -1785974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -1785977.625000 Penalty: 2900.291992
	Iteration 49Q: 3 clusters Score -1785978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -1785977.375000 Penalty: 2900.291992
	Iteration 50Q: 3 clusters Score -1785977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -1785974.375000 Penalty: 2900.291992
	Iteration 51Q: 3 clusters Score -1785974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -1785979.500000 Penalty: 2900.291992
	Iteration 52Q: 3 clusters Score -1785980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -1785978.500000 Penalty: 2900.291992
	Iteration 53Q: 3 clusters Score -1785978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -1785979.875000 Penalty: 2900.291992
	Iteration 54Q: 3 clusters Score -1785980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -1785984.125000 Penalty: 2900.291992
	Iteration 55Q: 3 clusters Score -1785984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -1785983.375000 Penalty: 2900.291992
	Iteration 56Q: 3 clusters Score -1785983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -1785981.875000 Penalty: 2900.291992
	Iteration 57Q: 3 clusters Score -1785982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -1785984.875000 Penalty: 2900.291992
	Iteration 58Q: 3 clusters Score -1785985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -1785987.750000 Penalty: 2900.291992
	Iteration 59Q: 3 clusters Score -1785988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -1785987.500000 Penalty: 2900.291992
	Iteration 60F: 3 clusters Score -1785988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -1785985.625000 Penalty: 2900.291992
	Iteration 61Q: 3 clusters Score -1785986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -1785987.125000 Penalty: 2900.291992
	Iteration 62Q: 3 clusters Score -1785987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -1785994.125000 Penalty: 2900.291992
	Iteration 63Q: 3 clusters Score -1785994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -1785995.875000 Penalty: 2900.291992
	Iteration 64Q: 3 clusters Score -1785996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -1785994.750000 Penalty: 2900.291992
	Iteration 65Q: 3 clusters Score -1785995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -1785995.875000 Penalty: 2900.291992
	Iteration 66Q: 3 clusters Score -1785996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -1785998.125000 Penalty: 2900.291992
	Iteration 67Q: 3 clusters Score -1785998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -1785995.750000 Penalty: 2900.291992
	Iteration 68Q: 3 clusters Score -1785996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -1785995.750000 Penalty: 2900.291992
	Iteration 69F: 3 clusters Score -1785996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Entering Unmasked Estep 
Score: -2263658.000000 Penalty: 1501.133789
	Iteration 0F: 2 clusters Score -2263658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -2248081.750000 Penalty: 3002.267578
	Iteration 0F: 3 clusters Score -2248082 nChanged 10647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -2254071.500000 Penalty: 3002.267578
	Iteration 1F: 3 clusters Score -2254072 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -2254780.750000 Penalty: 3002.267578
	Iteration 2F: 3 clusters Score -2254781 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -2255489.250000 Penalty: 3002.267578
	Iteration 3F: 3 clusters Score -2255489 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -2256205.750000 Penalty: 3002.267578
	Iteration 4F: 3 clusters Score -2256206 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -2256939.750000 Penalty: 3002.267578
	Iteration 5F: 3 clusters Score -2256940 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -2257672.250000 Penalty: 3002.267578
	Iteration 6F: 3 clusters Score -2257672 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -2258368.500000 Penalty: 3002.267578
	Iteration 7F: 3 clusters Score -2258368 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -2258966.250000 Penalty: 3002.267578
	Iteration 8Q: 3 clusters Score -2258966 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -2259435.750000 Penalty: 3002.267578
	Iteration 9Q: 3 clusters Score -2259436 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -2259759.000000 Penalty: 3002.267578
	Iteration 10Q: 3 clusters Score -2259759 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -2259985.250000 Penalty: 3002.267578
	Iteration 11Q: 3 clusters Score -2259985 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -2260148.750000 Penalty: 3002.267578
	Iteration 12Q: 3 clusters Score -2260149 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -2260256.750000 Penalty: 3002.267578
	Iteration 13Q: 3 clusters Score -2260257 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -2260350.000000 Penalty: 3002.267578
	Iteration 14Q: 3 clusters Score -2260350 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -2260445.000000 Penalty: 3002.267578
	Iteration 15Q: 3 clusters Score -2260445 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -2260515.250000 Penalty: 3002.267578
	Iteration 16Q: 3 clusters Score -2260515 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -2260598.250000 Penalty: 3002.267578
	Iteration 17Q: 3 clusters Score -2260598 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -2260681.500000 Penalty: 3002.267578
	Iteration 18Q: 3 clusters Score -2260682 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -2260776.000000 Penalty: 3002.267578
	Iteration 19Q: 3 clusters Score -2260776 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -2260854.250000 Penalty: 3002.267578
	Iteration 20F: 3 clusters Score -2260854 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -2260951.500000 Penalty: 3002.267578
	Iteration 21Q: 3 clusters Score -2260952 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -2261074.250000 Penalty: 3002.267578
	Iteration 22Q: 3 clusters Score -2261074 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -2261170.500000 Penalty: 3002.267578
	Iteration 23Q: 3 clusters Score -2261170 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -2261280.250000 Penalty: 3002.267578
	Iteration 24Q: 3 clusters Score -2261280 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2261359 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -2261453.250000 Penalty: 3002.267578
	Iteration 26Q: 3 clusters Score -2261453 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -2261534.500000 Penalty: 3002.267578
	Iteration 27Q: 3 clusters Score -2261534 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -2261608.500000 Penalty: 3002.267578
	Iteration 28Q: 3 clusters Score -2261608 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2261702 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2261785 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -2261851.750000 Penalty: 3002.267578
	Iteration 31Q: 3 clusters Score -2261852 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -2261930.500000 Penalty: 3002.267578
	Iteration 32Q: 3 clusters Score -2261930 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -2261982.000000 Penalty: 3002.267578
	Iteration 33Q: 3 clusters Score -2261982 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -2262039.750000 Penalty: 3002.267578
	Iteration 34Q: 3 clusters Score -2262040 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -2262094.250000 Penalty: 3002.267578
	Iteration 35Q: 3 clusters Score -2262094 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -2262132.000000 Penalty: 3002.267578
	Iteration 36Q: 3 clusters Score -2262132 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -2262196.250000 Penalty: 3002.267578
	Iteration 37Q: 3 clusters Score -2262196 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -2262247.000000 Penalty: 3002.267578
	Iteration 38Q: 3 clusters Score -2262247 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -2262299.000000 Penalty: 3002.267578
	Iteration 39Q: 3 clusters Score -2262299 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -2262344.750000 Penalty: 3002.267578
	Iteration 40F: 3 clusters Score -2262345 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2262394 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -2262437.000000 Penalty: 3002.267578
	Iteration 42Q: 3 clusters Score -2262437 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2262475 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -2262484.500000 Penalty: 3002.267578
	Iteration 44Q: 3 clusters Score -2262484 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -2262507.000000 Penalty: 3002.267578
	Iteration 45Q: 3 clusters Score -2262507 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -2262527.750000 Penalty: 3002.267578
	Iteration 46Q: 3 clusters Score -2262528 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -2262557.250000 Penalty: 3002.267578
	Iteration 47Q: 3 clusters Score -2262557 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -2262594.000000 Penalty: 3002.267578
	Iteration 48Q: 3 clusters Score -2262594 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -2262616.250000 Penalty: 3002.267578
	Iteration 49Q: 3 clusters Score -2262616 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -2262634.500000 Penalty: 3002.267578
	Iteration 50Q: 3 clusters Score -2262634 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -2262662.250000 Penalty: 3002.267578
	Iteration 51Q: 3 clusters Score -2262662 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 21677 members 
Entering Unmasked Estep 
Score: -2262678.250000 Penalty: 3002.267578
	Iteration 52Q: 3 clusters Score -2262678 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -2262698.000000 Penalty: 3002.267578
	Iteration 53Q: 3 clusters Score -2262698 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -2262715.500000 Penalty: 3002.267578
	Iteration 54Q: 3 clusters Score -2262716 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -2262724.750000 Penalty: 3002.267578
	Iteration 55Q: 3 clusters Score -2262725 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2262740 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -2262749.000000 Penalty: 3002.267578
	Iteration 57Q: 3 clusters Score -2262749 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -2262753.500000 Penalty: 3002.267578
	Iteration 58Q: 3 clusters Score -2262754 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -2262752.500000 Penalty: 3002.267578
	Iteration 59Q: 3 clusters Score -2262752 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 21992 members 
Entering Unmasked Estep 
Score: -2262758.500000 Penalty: 3002.267578
	Iteration 60F: 3 clusters Score -2262758 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -2262770.750000 Penalty: 3002.267578
	Iteration 61Q: 3 clusters Score -2262771 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -2262773.000000 Penalty: 3002.267578
	Iteration 62Q: 3 clusters Score -2262773 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 22035 members 
Entering Unmasked Estep 
Score: -2262775.000000 Penalty: 3002.267578
	Iteration 63Q: 3 clusters Score -2262775 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -2262776.000000 Penalty: 3002.267578
	Iteration 64Q: 3 clusters Score -2262776 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
Score: -2262781.250000 Penalty: 3002.267578
	Iteration 65Q: 3 clusters Score -2262781 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 22088 members 
Entering Unmasked Estep 
Score: -2262784.000000 Penalty: 3002.267578
	Iteration 66Q: 3 clusters Score -2262784 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 22107 members 
Entering Unmasked Estep 
Score: -2262792.250000 Penalty: 3002.267578
	Iteration 67Q: 3 clusters Score -2262792 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 22129 members 
Entering Unmasked Estep 
Score: -2262804.000000 Penalty: 3002.267578
	Iteration 68Q: 3 clusters Score -2262804 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -2262808.750000 Penalty: 3002.267578
	Iteration 69Q: 3 clusters Score -2262809 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -2262807.750000 Penalty: 3002.267578
	Iteration 70Q: 3 clusters Score -2262808 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -2262813.750000 Penalty: 3002.267578
	Iteration 71Q: 3 clusters Score -2262814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -2262818.000000 Penalty: 3002.267578
	Iteration 72Q: 3 clusters Score -2262818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -2262825.000000 Penalty: 3002.267578
	Iteration 73Q: 3 clusters Score -2262825 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -2262823.250000 Penalty: 3002.267578
	Iteration 74Q: 3 clusters Score -2262823 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 22258 members 
Entering Unmasked Estep 
Score: -2262830.750000 Penalty: 3002.267578
	Iteration 75Q: 3 clusters Score -2262831 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -2262832.750000 Penalty: 3002.267578
	Iteration 76Q: 3 clusters Score -2262833 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 22277 members 
Entering Unmasked Estep 
Score: -2262838.250000 Penalty: 3002.267578
	Iteration 77Q: 3 clusters Score -2262838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
Score: -2262844.250000 Penalty: 3002.267578
	Iteration 78Q: 3 clusters Score -2262844 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -2262849.750000 Penalty: 3002.267578
	Iteration 79Q: 3 clusters Score -2262850 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 22333 members 
Entering Unmasked Estep 
Score: -2262861.000000 Penalty: 3002.267578
	Iteration 80F: 3 clusters Score -2262861 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 22355 members 
Entering Unmasked Estep 
Score: -2262858.000000 Penalty: 3002.267578
	Iteration 81Q: 3 clusters Score -2262858 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 22368 members 
Entering Unmasked Estep 
Score: -2262867.000000 Penalty: 3002.267578
	Iteration 82Q: 3 clusters Score -2262867 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -2262867.250000 Penalty: 3002.267578
	Iteration 83Q: 3 clusters Score -2262867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -2262869.000000 Penalty: 3002.267578
	Iteration 84Q: 3 clusters Score -2262869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -2262870.000000 Penalty: 3002.267578
	Iteration 85Q: 3 clusters Score -2262870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 22394 members 
Entering Unmasked Estep 
Score: -2262872.250000 Penalty: 3002.267578
	Iteration 86Q: 3 clusters Score -2262872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -2262872.500000 Penalty: 3002.267578
	Iteration 87Q: 3 clusters Score -2262872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -2262871.500000 Penalty: 3002.267578
	Iteration 88Q: 3 clusters Score -2262872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -2262873.250000 Penalty: 3002.267578
	Iteration 89Q: 3 clusters Score -2262873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -2262874.000000 Penalty: 3002.267578
	Iteration 90Q: 3 clusters Score -2262874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 22405 members 
Entering Unmasked Estep 
Score: -2262870.250000 Penalty: 3002.267578
	Iteration 91Q: 3 clusters Score -2262870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -2262873.000000 Penalty: 3002.267578
	Iteration 92Q: 3 clusters Score -2262873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -2262873.500000 Penalty: 3002.267578
	Iteration 93Q: 3 clusters Score -2262874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 22418 members 
Entering Unmasked Estep 
Score: -2262873.500000 Penalty: 3002.267578
	Iteration 94Q: 3 clusters Score -2262874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 22422 members 
Entering Unmasked Estep 
Score: -2262872.750000 Penalty: 3002.267578
	Iteration 95Q: 3 clusters Score -2262873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -2262874.250000 Penalty: 3002.267578
	Iteration 96Q: 3 clusters Score -2262874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -2262877.750000 Penalty: 3002.267578
	Iteration 97Q: 3 clusters Score -2262878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -2262874.000000 Penalty: 3002.267578
	Iteration 98Q: 3 clusters Score -2262874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 22428 members 
Entering Unmasked Estep 
Score: -2262875.000000 Penalty: 3002.267578
	Iteration 99Q: 3 clusters Score -2262875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 22433 members 
Entering Unmasked Estep 
Score: -2262875.250000 Penalty: 3002.267578
	Iteration 100F: 3 clusters Score -2262875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
Score: -2262878.250000 Penalty: 3002.267578
	Iteration 101Q: 3 clusters Score -2262878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -2262878.500000 Penalty: 3002.267578
	Iteration 102Q: 3 clusters Score -2262878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -2262876.500000 Penalty: 3002.267578
	Iteration 103Q: 3 clusters Score -2262876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -2262877.500000 Penalty: 3002.267578
	Iteration 104Q: 3 clusters Score -2262878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -2262877.750000 Penalty: 3002.267578
	Iteration 105Q: 3 clusters Score -2262878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 22455 members 
Entering Unmasked Estep 
Score: -2262880.000000 Penalty: 3002.267578
	Iteration 106Q: 3 clusters Score -2262880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 22459 members 
Entering Unmasked Estep 
Score: -2262881.750000 Penalty: 3002.267578
	Iteration 107Q: 3 clusters Score -2262882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 22460 members 
Entering Unmasked Estep 
Score: -2262885.500000 Penalty: 3002.267578
	Iteration 108Q: 3 clusters Score -2262886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 22460 members 
Entering Unmasked Estep 
Score: -2262885.500000 Penalty: 3002.267578
	Iteration 109F: 3 clusters Score -2262886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (28695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28695 members 
Entering Unmasked Estep 
Score: -2809278.750000 Penalty: 1527.354370
	Iteration 0F: 2 clusters Score -2809279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -2790523.250000 Penalty: 3054.708740
	Iteration 0F: 3 clusters Score -2790523 nChanged 12983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -2798172.000000 Penalty: 3054.708740
	Iteration 1F: 3 clusters Score -2798172 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -2799150.250000 Penalty: 3054.708740
	Iteration 2F: 3 clusters Score -2799150 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -2800073.250000 Penalty: 3054.708740
	Iteration 3F: 3 clusters Score -2800073 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -2801050.250000 Penalty: 3054.708740
	Iteration 4F: 3 clusters Score -2801050 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -2802064.000000 Penalty: 3054.708740
	Iteration 5F: 3 clusters Score -2802064 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -2803158.500000 Penalty: 3054.708740
	Iteration 6F: 3 clusters Score -2803158 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -2804204.750000 Penalty: 3054.708740
	Iteration 7F: 3 clusters Score -2804205 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -2805020.000000 Penalty: 3054.708740
	Iteration 8Q: 3 clusters Score -2805020 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -2805672.000000 Penalty: 3054.708740
	Iteration 9Q: 3 clusters Score -2805672 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -2806106.500000 Penalty: 3054.708740
	Iteration 10Q: 3 clusters Score -2806106 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -2806527.750000 Penalty: 3054.708740
	Iteration 11Q: 3 clusters Score -2806528 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -2807000.500000 Penalty: 3054.708740
	Iteration 12Q: 3 clusters Score -2807000 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -2807465.750000 Penalty: 3054.708740
	Iteration 13Q: 3 clusters Score -2807466 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -2807957.000000 Penalty: 3054.708740
	Iteration 14Q: 3 clusters Score -2807957 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -2808320.000000 Penalty: 3054.708740
	Iteration 15Q: 3 clusters Score -2808320 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23395 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -2808566.750000 Penalty: 3054.708740
	Iteration 16Q: 3 clusters Score -2808567 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -2808780.500000 Penalty: 3054.708740
	Iteration 17Q: 3 clusters Score -2808780 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -2808930.750000 Penalty: 3054.708740
	Iteration 18Q: 3 clusters Score -2808931 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -2809047.500000 Penalty: 3054.708740
	Iteration 19Q: 3 clusters Score -2809048 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23888 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -2809138.000000 Penalty: 3054.708740
	Iteration 20F: 3 clusters Score -2809138 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23933 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -2809208.750000 Penalty: 3054.708740
	Iteration 21Q: 3 clusters Score -2809209 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23960 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -2809268.250000 Penalty: 3054.708740
	Iteration 22Q: 3 clusters Score -2809268 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -2809304.000000 Penalty: 3054.708740
	Iteration 23Q: 3 clusters Score -2809304 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -2809333.500000 Penalty: 3054.708740
	Iteration 24Q: 3 clusters Score -2809334 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23960 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -2809336.750000 Penalty: 3054.708740
	Iteration 25Q: 3 clusters Score -2809337 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23983 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -2809346.500000 Penalty: 3054.708740
	Iteration 26Q: 3 clusters Score -2809346 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -2809356.250000 Penalty: 3054.708740
	Iteration 27Q: 3 clusters Score -2809356 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -2809359.250000 Penalty: 3054.708740
	Iteration 28Q: 3 clusters Score -2809359 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24042 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -2809369.250000 Penalty: 3054.708740
	Iteration 29Q: 3 clusters Score -2809369 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24049 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -2809369.250000 Penalty: 3054.708740
	Iteration 30Q: 3 clusters Score -2809369 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -2809370.750000 Penalty: 3054.708740
	Iteration 31Q: 3 clusters Score -2809371 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -2809375.250000 Penalty: 3054.708740
	Iteration 32Q: 3 clusters Score -2809375 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -2809379.000000 Penalty: 3054.708740
	Iteration 33Q: 3 clusters Score -2809379 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -2809385.250000 Penalty: 3054.708740
	Iteration 34Q: 3 clusters Score -2809385 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -2809390.250000 Penalty: 3054.708740
	Iteration 35Q: 3 clusters Score -2809390 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -2809392.750000 Penalty: 3054.708740
	Iteration 36Q: 3 clusters Score -2809393 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -2809394.750000 Penalty: 3054.708740
	Iteration 37Q: 3 clusters Score -2809395 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -2809393.500000 Penalty: 3054.708740
	Iteration 38Q: 3 clusters Score -2809394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -2809395.250000 Penalty: 3054.708740
	Iteration 39Q: 3 clusters Score -2809395 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -2809401.000000 Penalty: 3054.708740
	Iteration 40F: 3 clusters Score -2809401 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -2809407.000000 Penalty: 3054.708740
	Iteration 41Q: 3 clusters Score -2809407 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -2809406.000000 Penalty: 3054.708740
	Iteration 42Q: 3 clusters Score -2809406 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -2809403.000000 Penalty: 3054.708740
	Iteration 43Q: 3 clusters Score -2809403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -2809399.000000 Penalty: 3054.708740
	Iteration 44Q: 3 clusters Score -2809399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -2809399.750000 Penalty: 3054.708740
	Iteration 45Q: 3 clusters Score -2809400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -2809400.750000 Penalty: 3054.708740
	Iteration 46Q: 3 clusters Score -2809401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -2809399.750000 Penalty: 3054.708740
	Iteration 47Q: 3 clusters Score -2809400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -2809401.000000 Penalty: 3054.708740
	Iteration 48Q: 3 clusters Score -2809401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -2809403.000000 Penalty: 3054.708740
	Iteration 49Q: 3 clusters Score -2809403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -2809403.000000 Penalty: 3054.708740
	Iteration 50F: 3 clusters Score -2809403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 61635 members 
Mstep: Class 2 contains 10048 members 
Mstep: Class 3 contains 6963 members 
Mstep: Class 4 contains 48211 members 
Mstep: Class 5 contains 8817 members 
Mstep: Class 6 contains 11502 members 
Mstep: Class 7 contains 58871 members 
Mstep: Class 8 contains 11152 members 
Mstep: Class 9 contains 11162 members 
Mstep: Class 10 contains 11430 members 
Mstep: Class 11 contains 10385 members 
Mstep: Class 12 contains 7257 members 
Mstep: Class 13 contains 18998 members 
Mstep: Class 14 contains 37849 members 
Mstep: Class 15 contains 17079 members 
Mstep: Class 16 contains 24059 members 
Mstep: Class 17 contains 24033 members 
Mstep: Class 18 contains 20067 members 
Mstep: Class 19 contains 1452 members 
Mstep: Class 20 contains 200895 members 
Mstep: Class 21 contains 36111 members 
Mstep: Class 22 contains 1951 members 
Mstep: Class 23 contains 6508 members 
Mstep: Class 24 contains 1815 members 
Mstep: Class 25 contains 35245 members 
Mstep: Class 26 contains 6425 members 
Mstep: Class 27 contains 14653 members 
Mstep: Class 28 contains 21002 members 
Mstep: Class 29 contains 37802 members 
Mstep: Class 30 contains 19106 members 
Mstep: Class 31 contains 8880 members 
Mstep: Class 32 contains 1043 members 
Mstep: Class 33 contains 8078 members 
Mstep: Class 34 contains 3941 members 
Mstep: Class 35 contains 293 members 
Mstep: Class 36 contains 2543 members 
Mstep: Class 37 contains 4188 members 
Mstep: Class 38 contains 3333 members 
Mstep: Class 39 contains 33241 members 
Mstep: Class 40 contains 18305 members 
Mstep: Class 41 contains 16106 members 
Mstep: Class 42 contains 3029 members 
Mstep: Class 43 contains 2661 members 
Mstep: Class 44 contains 5089 members 
Mstep: Class 45 contains 1889 members 
Mstep: Class 46 contains 4662 members 
Entering Unmasked Estep 
Score: -88116184.000000 Penalty: 93841.789062
Splitting cluster 17 changes total score from -88116536.000000 to -88116184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (20067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Entering Unmasked Estep 
Score: -2086379.000000 Penalty: 1474.136597
	Iteration 0F: 2 clusters Score -2086379 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -2073192.625000 Penalty: 2948.273193
	Iteration 0F: 3 clusters Score -2073193 nChanged 8855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -2077909.750000 Penalty: 2948.273193
	Iteration 1F: 3 clusters Score -2077910 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -2078309.250000 Penalty: 2948.273193
	Iteration 2F: 3 clusters Score -2078309 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -2078611.375000 Penalty: 2948.273193
	Iteration 3Q: 3 clusters Score -2078611 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -2078881.500000 Penalty: 2948.273193
	Iteration 4Q: 3 clusters Score -2078882 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -2079212.875000 Penalty: 2948.273193
	Iteration 5Q: 3 clusters Score -2079213 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -2079616.125000 Penalty: 2948.273193
	Iteration 6Q: 3 clusters Score -2079616 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -2080126.375000 Penalty: 2948.273193
	Iteration 7Q: 3 clusters Score -2080126 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -2080764.000000 Penalty: 2948.273193
	Iteration 8Q: 3 clusters Score -2080764 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -2081567.250000 Penalty: 2948.273193
	Iteration 9Q: 3 clusters Score -2081567 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -2082512.875000 Penalty: 2948.273193
	Iteration 10F: 3 clusters Score -2082513 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -2083367.875000 Penalty: 2948.273193
	Iteration 11F: 3 clusters Score -2083368 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -2083986.500000 Penalty: 2948.273193
	Iteration 12Q: 3 clusters Score -2083986 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -2084468.375000 Penalty: 2948.273193
	Iteration 13Q: 3 clusters Score -2084468 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -2084782.500000 Penalty: 2948.273193
	Iteration 14Q: 3 clusters Score -2084782 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -2085003.500000 Penalty: 2948.273193
	Iteration 15Q: 3 clusters Score -2085004 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -2085139.625000 Penalty: 2948.273193
	Iteration 16Q: 3 clusters Score -2085140 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -2085236.000000 Penalty: 2948.273193
	Iteration 17Q: 3 clusters Score -2085236 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -2085315.375000 Penalty: 2948.273193
	Iteration 18Q: 3 clusters Score -2085315 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -2085382.250000 Penalty: 2948.273193
	Iteration 19Q: 3 clusters Score -2085382 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -2085427.375000 Penalty: 2948.273193
	Iteration 20F: 3 clusters Score -2085427 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -2085471.125000 Penalty: 2948.273193
	Iteration 21Q: 3 clusters Score -2085471 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -2085505.625000 Penalty: 2948.273193
	Iteration 22Q: 3 clusters Score -2085506 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -2085541.875000 Penalty: 2948.273193
	Iteration 23Q: 3 clusters Score -2085542 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -2085564.000000 Penalty: 2948.273193
	Iteration 24Q: 3 clusters Score -2085564 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -2085578.875000 Penalty: 2948.273193
	Iteration 25Q: 3 clusters Score -2085579 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -2085602.750000 Penalty: 2948.273193
	Iteration 26Q: 3 clusters Score -2085603 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -2085611.625000 Penalty: 2948.273193
	Iteration 27Q: 3 clusters Score -2085612 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -2085626.375000 Penalty: 2948.273193
	Iteration 28Q: 3 clusters Score -2085626 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -2085640.125000 Penalty: 2948.273193
	Iteration 29Q: 3 clusters Score -2085640 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -2085646.875000 Penalty: 2948.273193
	Iteration 30Q: 3 clusters Score -2085647 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -2085665.125000 Penalty: 2948.273193
	Iteration 31Q: 3 clusters Score -2085665 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -2085673.875000 Penalty: 2948.273193
	Iteration 32Q: 3 clusters Score -2085674 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -2085684.125000 Penalty: 2948.273193
	Iteration 33Q: 3 clusters Score -2085684 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -2085693.750000 Penalty: 2948.273193
	Iteration 34Q: 3 clusters Score -2085694 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -2085700.625000 Penalty: 2948.273193
	Iteration 35Q: 3 clusters Score -2085701 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -2085708.250000 Penalty: 2948.273193
	Iteration 36Q: 3 clusters Score -2085708 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -2085718.375000 Penalty: 2948.273193
	Iteration 37Q: 3 clusters Score -2085718 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -2085720.875000 Penalty: 2948.273193
	Iteration 38Q: 3 clusters Score -2085721 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -2085725.125000 Penalty: 2948.273193
	Iteration 39Q: 3 clusters Score -2085725 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -2085733.250000 Penalty: 2948.273193
	Iteration 40F: 3 clusters Score -2085733 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -2085737.500000 Penalty: 2948.273193
	Iteration 41Q: 3 clusters Score -2085738 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -2085743.500000 Penalty: 2948.273193
	Iteration 42Q: 3 clusters Score -2085744 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -2085753.500000 Penalty: 2948.273193
	Iteration 43Q: 3 clusters Score -2085754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -2085756.375000 Penalty: 2948.273193
	Iteration 44Q: 3 clusters Score -2085756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -2085758.500000 Penalty: 2948.273193
	Iteration 45Q: 3 clusters Score -2085758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -2085762.625000 Penalty: 2948.273193
	Iteration 46Q: 3 clusters Score -2085763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -2085765.000000 Penalty: 2948.273193
	Iteration 47Q: 3 clusters Score -2085765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -2085765.375000 Penalty: 2948.273193
	Iteration 48Q: 3 clusters Score -2085765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -2085769.250000 Penalty: 2948.273193
	Iteration 49Q: 3 clusters Score -2085769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -2085768.625000 Penalty: 2948.273193
	Iteration 50Q: 3 clusters Score -2085769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -2085768.000000 Penalty: 2948.273193
	Iteration 51Q: 3 clusters Score -2085768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -2085770.000000 Penalty: 2948.273193
	Iteration 52Q: 3 clusters Score -2085770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -2085770.125000 Penalty: 2948.273193
	Iteration 53Q: 3 clusters Score -2085770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -2085770.125000 Penalty: 2948.273193
	Iteration 54Q: 3 clusters Score -2085770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -2085769.875000 Penalty: 2948.273193
	Iteration 55Q: 3 clusters Score -2085770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -2085770.250000 Penalty: 2948.273193
	Iteration 56Q: 3 clusters Score -2085770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -2085769.500000 Penalty: 2948.273193
	Iteration 57Q: 3 clusters Score -2085770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -2085769.500000 Penalty: 2948.273193
	Iteration 58F: 3 clusters Score -2085770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Entering Unmasked Estep 
Score: -127578.070312 Penalty: 1083.367798
	Iteration 0F: 2 clusters Score -127578.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -126103.882812 Penalty: 2166.735596
	Iteration 0F: 3 clusters Score -126103.9 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -126535.804688 Penalty: 2166.735596
	Iteration 1F: 3 clusters Score -126535.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -126664.164062 Penalty: 2166.735596
	Iteration 2F: 3 clusters Score -126664.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -126722.164062 Penalty: 2166.735596
	Iteration 3Q: 3 clusters Score -126722.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -126771.085938 Penalty: 2166.735596
	Iteration 4Q: 3 clusters Score -126771.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -126803.000000 Penalty: 2166.735596
	Iteration 5Q: 3 clusters Score -126803 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -126823.015625 Penalty: 2166.735596
	Iteration 6Q: 3 clusters Score -126823 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -126835.312500 Penalty: 2166.735596
	Iteration 7Q: 3 clusters Score -126835.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -126855.921875 Penalty: 2166.735596
	Iteration 8Q: 3 clusters Score -126855.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -126870.117188 Penalty: 2166.735596
	Iteration 9Q: 3 clusters Score -126870.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -126884.179688 Penalty: 2166.735596
	Iteration 10Q: 3 clusters Score -126884.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -126904.929688 Penalty: 2166.735596
	Iteration 11Q: 3 clusters Score -126904.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -126918.492188 Penalty: 2166.735596
	Iteration 12Q: 3 clusters Score -126918.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -126926.593750 Penalty: 2166.735596
	Iteration 13Q: 3 clusters Score -126926.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -126932.945312 Penalty: 2166.735596
	Iteration 14Q: 3 clusters Score -126932.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -126941.460938 Penalty: 2166.735596
	Iteration 15Q: 3 clusters Score -126941.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -126947.710938 Penalty: 2166.735596
	Iteration 16Q: 3 clusters Score -126947.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -126952.679688 Penalty: 2166.735596
	Iteration 17Q: 3 clusters Score -126952.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -126957.500000 Penalty: 2166.735596
	Iteration 18Q: 3 clusters Score -126957.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -126959.195312 Penalty: 2166.735596
	Iteration 19Q: 3 clusters Score -126959.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -126965.656250 Penalty: 2166.735596
	Iteration 20F: 3 clusters Score -126965.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -126969.781250 Penalty: 2166.735596
	Iteration 21Q: 3 clusters Score -126969.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -126970.609375 Penalty: 2166.735596
	Iteration 22Q: 3 clusters Score -126970.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -126973.625000 Penalty: 2166.735596
	Iteration 23Q: 3 clusters Score -126973.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -126978.085938 Penalty: 2166.735596
	Iteration 24Q: 3 clusters Score -126978.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -126980.921875 Penalty: 2166.735596
	Iteration 25Q: 3 clusters Score -126980.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -126984.640625 Penalty: 2166.735596
	Iteration 26Q: 3 clusters Score -126984.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -126988.195312 Penalty: 2166.735596
	Iteration 27Q: 3 clusters Score -126988.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -126993.500000 Penalty: 2166.735596
	Iteration 28Q: 3 clusters Score -126993.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -126995.437500 Penalty: 2166.735596
	Iteration 29Q: 3 clusters Score -126995.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -126999.023438 Penalty: 2166.735596
	Iteration 30Q: 3 clusters Score -126999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -127000.617188 Penalty: 2166.735596
	Iteration 31Q: 3 clusters Score -127000.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -127002.171875 Penalty: 2166.735596
	Iteration 32Q: 3 clusters Score -127002.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -127003.562500 Penalty: 2166.735596
	Iteration 33Q: 3 clusters Score -127003.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -127005.289062 Penalty: 2166.735596
	Iteration 34Q: 3 clusters Score -127005.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -127005.976562 Penalty: 2166.735596
	Iteration 35Q: 3 clusters Score -127006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -127006.648438 Penalty: 2166.735596
	Iteration 36Q: 3 clusters Score -127006.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -127009.031250 Penalty: 2166.735596
	Iteration 37Q: 3 clusters Score -127009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -127011.132812 Penalty: 2166.735596
	Iteration 38Q: 3 clusters Score -127011.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -127012.695312 Penalty: 2166.735596
	Iteration 39Q: 3 clusters Score -127012.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -127015.031250 Penalty: 2166.735596
	Iteration 40F: 3 clusters Score -127015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (200895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200895 members 
Entering Unmasked Estep 
Score: -20139894.000000 Penalty: 1816.928101
	Iteration 0F: 2 clusters Score -2.013989e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100469 members 
Mstep: Class 2 contains 100426 members 
Entering Unmasked Estep 
Score: -20006432.000000 Penalty: 3633.856201
	Iteration 0F: 3 clusters Score -2.000643e+07 nChanged 96817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102468 members 
Mstep: Class 2 contains 98427 members 
Entering Unmasked Estep 
Score: -20063742.000000 Penalty: 3633.856201
	Iteration 1F: 3 clusters Score -2.006374e+07 nChanged 7411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103863 members 
Mstep: Class 2 contains 97032 members 
Entering Unmasked Estep 
Score: -20066010.000000 Penalty: 3633.856201
	Iteration 2Q: 3 clusters Score -2.006601e+07 nChanged 8505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106176 members 
Mstep: Class 2 contains 94719 members 
Entering Unmasked Estep 
Score: -20069112.000000 Penalty: 3633.856201
	Iteration 3Q: 3 clusters Score -2.006911e+07 nChanged 9951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109421 members 
Mstep: Class 2 contains 91474 members 
Entering Unmasked Estep 
Score: -20073266.000000 Penalty: 3633.856201
	Iteration 4Q: 3 clusters Score -2.007327e+07 nChanged 11149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113728 members 
Mstep: Class 2 contains 87167 members 
Entering Unmasked Estep 
Score: -20078694.000000 Penalty: 3633.856201
	Iteration 5F: 3 clusters Score -2.007869e+07 nChanged 11933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118683 members 
Mstep: Class 2 contains 82212 members 
Entering Unmasked Estep 
Score: -20085034.000000 Penalty: 3633.856201
	Iteration 6F: 3 clusters Score -2.008503e+07 nChanged 12060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124057 members 
Mstep: Class 2 contains 76838 members 
Entering Unmasked Estep 
Score: -20091668.000000 Penalty: 3633.856201
	Iteration 7F: 3 clusters Score -2.009167e+07 nChanged 11117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129346 members 
Mstep: Class 2 contains 71549 members 
Entering Unmasked Estep 
Score: -20097810.000000 Penalty: 3633.856201
	Iteration 8F: 3 clusters Score -2.009781e+07 nChanged 9648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134264 members 
Mstep: Class 2 contains 66631 members 
Entering Unmasked Estep 
Score: -20103422.000000 Penalty: 3633.856201
	Iteration 9Q: 3 clusters Score -2.010342e+07 nChanged 8352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138732 members 
Mstep: Class 2 contains 62163 members 
Entering Unmasked Estep 
Score: -20108064.000000 Penalty: 3633.856201
	Iteration 10Q: 3 clusters Score -2.010806e+07 nChanged 7036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142830 members 
Mstep: Class 2 contains 58065 members 
Entering Unmasked Estep 
Score: -20111992.000000 Penalty: 3633.856201
	Iteration 11Q: 3 clusters Score -2.011199e+07 nChanged 5574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146620 members 
Mstep: Class 2 contains 54275 members 
Entering Unmasked Estep 
Score: -20114860.000000 Penalty: 3633.856201
	Iteration 12Q: 3 clusters Score -2.011486e+07 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150202 members 
Mstep: Class 2 contains 50693 members 
Entering Unmasked Estep 
Score: -20116686.000000 Penalty: 3633.856201
	Iteration 13Q: 3 clusters Score -2.011669e+07 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153845 members 
Mstep: Class 2 contains 47050 members 
Entering Unmasked Estep 
Score: -20118320.000000 Penalty: 3633.856201
	Iteration 14Q: 3 clusters Score -2.011832e+07 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157518 members 
Mstep: Class 2 contains 43377 members 
Entering Unmasked Estep 
Score: -20119968.000000 Penalty: 3633.856201
	Iteration 15Q: 3 clusters Score -2.011997e+07 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161131 members 
Mstep: Class 2 contains 39764 members 
Entering Unmasked Estep 
Score: -20121252.000000 Penalty: 3633.856201
	Iteration 16Q: 3 clusters Score -2.012125e+07 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164686 members 
Mstep: Class 2 contains 36209 members 
Entering Unmasked Estep 
Score: -20122764.000000 Penalty: 3633.856201
	Iteration 17Q: 3 clusters Score -2.012276e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168152 members 
Mstep: Class 2 contains 32743 members 
Entering Unmasked Estep 
Score: -20124120.000000 Penalty: 3633.856201
	Iteration 18Q: 3 clusters Score -2.012412e+07 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171482 members 
Mstep: Class 2 contains 29413 members 
Entering Unmasked Estep 
Score: -20125524.000000 Penalty: 3633.856201
	Iteration 19Q: 3 clusters Score -2.012552e+07 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174632 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
Score: -20126998.000000 Penalty: 3633.856201
	Iteration 20F: 3 clusters Score -2.0127e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177526 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -20128176.000000 Penalty: 3633.856201
	Iteration 21Q: 3 clusters Score -2.012818e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180218 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -20129298.000000 Penalty: 3633.856201
	Iteration 22Q: 3 clusters Score -2.01293e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182717 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -20130426.000000 Penalty: 3633.856201
	Iteration 23Q: 3 clusters Score -2.013043e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185034 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -20131442.000000 Penalty: 3633.856201
	Iteration 24Q: 3 clusters Score -2.013144e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187132 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -20132386.000000 Penalty: 3633.856201
	Iteration 25Q: 3 clusters Score -2.013239e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188968 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -20133194.000000 Penalty: 3633.856201
	Iteration 26Q: 3 clusters Score -2.013319e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190569 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -20133968.000000 Penalty: 3633.856201
	Iteration 27Q: 3 clusters Score -2.013397e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191968 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -20134650.000000 Penalty: 3633.856201
	Iteration 28Q: 3 clusters Score -2.013465e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193193 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -20135260.000000 Penalty: 3633.856201
	Iteration 29Q: 3 clusters Score -2.013526e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194215 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -20135840.000000 Penalty: 3633.856201
	Iteration 30Q: 3 clusters Score -2.013584e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195074 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -20136264.000000 Penalty: 3633.856201
	Iteration 31Q: 3 clusters Score -2.013626e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195828 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -20136660.000000 Penalty: 3633.856201
	Iteration 32Q: 3 clusters Score -2.013666e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196402 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -20136922.000000 Penalty: 3633.856201
	Iteration 33Q: 3 clusters Score -2.013692e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196919 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -20137192.000000 Penalty: 3633.856201
	Iteration 34Q: 3 clusters Score -2.013719e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197407 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -20137454.000000 Penalty: 3633.856201
	Iteration 35Q: 3 clusters Score -2.013745e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197805 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -20137684.000000 Penalty: 3633.856201
	Iteration 36Q: 3 clusters Score -2.013768e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198118 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -20137764.000000 Penalty: 3633.856201
	Iteration 37Q: 3 clusters Score -2.013776e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198403 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -20137968.000000 Penalty: 3633.856201
	Iteration 38Q: 3 clusters Score -2.013797e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198627 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -20138084.000000 Penalty: 3633.856201
	Iteration 39Q: 3 clusters Score -2.013808e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198813 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -20138124.000000 Penalty: 3633.856201
	Iteration 40F: 3 clusters Score -2.013812e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198980 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -20138230.000000 Penalty: 3633.856201
	Iteration 41Q: 3 clusters Score -2.013823e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199127 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -20138276.000000 Penalty: 3633.856201
	Iteration 42Q: 3 clusters Score -2.013828e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199249 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -20138322.000000 Penalty: 3633.856201
	Iteration 43Q: 3 clusters Score -2.013832e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199341 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -20138386.000000 Penalty: 3633.856201
	Iteration 44Q: 3 clusters Score -2.013839e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199410 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -20138424.000000 Penalty: 3633.856201
	Iteration 45Q: 3 clusters Score -2.013842e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199466 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -20138458.000000 Penalty: 3633.856201
	Iteration 46Q: 3 clusters Score -2.013846e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199514 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -20138450.000000 Penalty: 3633.856201
	Iteration 47Q: 3 clusters Score -2.013845e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199556 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -20138464.000000 Penalty: 3633.856201
	Iteration 48Q: 3 clusters Score -2.013846e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199588 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -20138486.000000 Penalty: 3633.856201
	Iteration 49Q: 3 clusters Score -2.013849e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199618 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -20138508.000000 Penalty: 3633.856201
	Iteration 50Q: 3 clusters Score -2.013851e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199645 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -20138514.000000 Penalty: 3633.856201
	Iteration 51Q: 3 clusters Score -2.013851e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199671 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -20138544.000000 Penalty: 3633.856201
	Iteration 52Q: 3 clusters Score -2.013854e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199686 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -20138538.000000 Penalty: 3633.856201
	Iteration 53Q: 3 clusters Score -2.013854e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199716 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -20138586.000000 Penalty: 3633.856201
	Iteration 54Q: 3 clusters Score -2.013859e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199746 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -20138610.000000 Penalty: 3633.856201
	Iteration 55Q: 3 clusters Score -2.013861e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199766 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -20138628.000000 Penalty: 3633.856201
	Iteration 56Q: 3 clusters Score -2.013863e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199794 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -20138628.000000 Penalty: 3633.856201
	Iteration 57Q: 3 clusters Score -2.013863e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199813 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -20138648.000000 Penalty: 3633.856201
	Iteration 58Q: 3 clusters Score -2.013865e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199841 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -20138652.000000 Penalty: 3633.856201
	Iteration 59Q: 3 clusters Score -2.013865e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199856 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -20138654.000000 Penalty: 3633.856201
	Iteration 60F: 3 clusters Score -2.013865e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199867 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -20138664.000000 Penalty: 3633.856201
	Iteration 61Q: 3 clusters Score -2.013866e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199874 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -20138664.000000 Penalty: 3633.856201
	Iteration 62Q: 3 clusters Score -2.013866e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199883 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -20138668.000000 Penalty: 3633.856201
	Iteration 63Q: 3 clusters Score -2.013867e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199889 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -20138652.000000 Penalty: 3633.856201
	Iteration 64Q: 3 clusters Score -2.013865e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199895 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -20138662.000000 Penalty: 3633.856201
	Iteration 65Q: 3 clusters Score -2.013866e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199897 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -20138658.000000 Penalty: 3633.856201
	Iteration 66Q: 3 clusters Score -2.013866e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199899 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -20138660.000000 Penalty: 3633.856201
	Iteration 67Q: 3 clusters Score -2.013866e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199903 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -20138676.000000 Penalty: 3633.856201
	Iteration 68Q: 3 clusters Score -2.013868e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199905 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -20138662.000000 Penalty: 3633.856201
	Iteration 69Q: 3 clusters Score -2.013866e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199906 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -20138656.000000 Penalty: 3633.856201
	Iteration 70Q: 3 clusters Score -2.013866e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199911 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -20138668.000000 Penalty: 3633.856201
	Iteration 71Q: 3 clusters Score -2.013867e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199913 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -20138674.000000 Penalty: 3633.856201
	Iteration 72Q: 3 clusters Score -2.013867e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199916 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -20138672.000000 Penalty: 3633.856201
	Iteration 73Q: 3 clusters Score -2.013867e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199919 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -20138678.000000 Penalty: 3633.856201
	Iteration 74Q: 3 clusters Score -2.013868e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199923 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -20138684.000000 Penalty: 3633.856201
	Iteration 75Q: 3 clusters Score -2.013868e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199928 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -20138680.000000 Penalty: 3633.856201
	Iteration 76Q: 3 clusters Score -2.013868e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199932 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -20138698.000000 Penalty: 3633.856201
	Iteration 77Q: 3 clusters Score -2.01387e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199935 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -20138690.000000 Penalty: 3633.856201
	Iteration 78Q: 3 clusters Score -2.013869e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199939 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -20138690.000000 Penalty: 3633.856201
	Iteration 79Q: 3 clusters Score -2.013869e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199940 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -20138682.000000 Penalty: 3633.856201
	Iteration 80F: 3 clusters Score -2.013868e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199941 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -20138676.000000 Penalty: 3633.856201
	Iteration 81Q: 3 clusters Score -2.013868e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199942 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -20138684.000000 Penalty: 3633.856201
	Iteration 82Q: 3 clusters Score -2.013868e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199942 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -20138684.000000 Penalty: 3633.856201
	Iteration 83F: 3 clusters Score -2.013868e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (36111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36111 members 
Entering Unmasked Estep 
Score: -3636559.750000 Penalty: 1561.559692
	Iteration 0F: 2 clusters Score -3636560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -3612921.000000 Penalty: 3123.119385
	Iteration 0F: 3 clusters Score -3612921 nChanged 16572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -3622187.250000 Penalty: 3123.119385
	Iteration 1F: 3 clusters Score -3622187 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -3622848.250000 Penalty: 3123.119385
	Iteration 2Q: 3 clusters Score -3622848 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -3623447.750000 Penalty: 3123.119385
	Iteration 3Q: 3 clusters Score -3623448 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -3624145.500000 Penalty: 3123.119385
	Iteration 4Q: 3 clusters Score -3624146 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -3624997.250000 Penalty: 3123.119385
	Iteration 5Q: 3 clusters Score -3624997 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -3626150.000000 Penalty: 3123.119385
	Iteration 6F: 3 clusters Score -3626150 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -3627459.000000 Penalty: 3123.119385
	Iteration 7F: 3 clusters Score -3627459 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -3628922.000000 Penalty: 3123.119385
	Iteration 8F: 3 clusters Score -3628922 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -3630417.750000 Penalty: 3123.119385
	Iteration 9F: 3 clusters Score -3630418 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -3631660.250000 Penalty: 3123.119385
	Iteration 10Q: 3 clusters Score -3631660 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24336 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -3632494.750000 Penalty: 3123.119385
	Iteration 11Q: 3 clusters Score -3632495 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24926 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -3633114.500000 Penalty: 3123.119385
	Iteration 12Q: 3 clusters Score -3633114 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -3633618.500000 Penalty: 3123.119385
	Iteration 13Q: 3 clusters Score -3633618 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -3634150.500000 Penalty: 3123.119385
	Iteration 14Q: 3 clusters Score -3634150 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26486 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -3634711.500000 Penalty: 3123.119385
	Iteration 15Q: 3 clusters Score -3634712 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -3635162.000000 Penalty: 3123.119385
	Iteration 16Q: 3 clusters Score -3635162 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27224 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -3635490.250000 Penalty: 3123.119385
	Iteration 17Q: 3 clusters Score -3635490 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27458 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -3635692.500000 Penalty: 3123.119385
	Iteration 18Q: 3 clusters Score -3635692 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27627 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -3635824.000000 Penalty: 3123.119385
	Iteration 19Q: 3 clusters Score -3635824 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27744 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -3635889.750000 Penalty: 3123.119385
	Iteration 20F: 3 clusters Score -3635890 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27831 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -3635948.750000 Penalty: 3123.119385
	Iteration 21Q: 3 clusters Score -3635949 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -3635969.500000 Penalty: 3123.119385
	Iteration 22Q: 3 clusters Score -3635970 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27931 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -3636015.750000 Penalty: 3123.119385
	Iteration 23Q: 3 clusters Score -3636016 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27956 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -3636050.500000 Penalty: 3123.119385
	Iteration 24Q: 3 clusters Score -3636050 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -3636072.500000 Penalty: 3123.119385
	Iteration 25Q: 3 clusters Score -3636072 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27971 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -3636097.000000 Penalty: 3123.119385
	Iteration 26Q: 3 clusters Score -3636097 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27978 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -3636122.500000 Penalty: 3123.119385
	Iteration 27Q: 3 clusters Score -3636122 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27982 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -3636149.000000 Penalty: 3123.119385
	Iteration 28Q: 3 clusters Score -3636149 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27982 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -3636175.750000 Penalty: 3123.119385
	Iteration 29Q: 3 clusters Score -3636176 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27951 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -3636177.000000 Penalty: 3123.119385
	Iteration 30Q: 3 clusters Score -3636177 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27926 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -3636200.000000 Penalty: 3123.119385
	Iteration 31Q: 3 clusters Score -3636200 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -3636211.250000 Penalty: 3123.119385
	Iteration 32Q: 3 clusters Score -3636211 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27862 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -3636236.750000 Penalty: 3123.119385
	Iteration 33Q: 3 clusters Score -3636237 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27809 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -3636257.750000 Penalty: 3123.119385
	Iteration 34Q: 3 clusters Score -3636258 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27754 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -3636268.750000 Penalty: 3123.119385
	Iteration 35Q: 3 clusters Score -3636269 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -3636299.500000 Penalty: 3123.119385
	Iteration 36Q: 3 clusters Score -3636300 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27655 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -3636298.250000 Penalty: 3123.119385
	Iteration 37Q: 3 clusters Score -3636298 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27596 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -3636314.750000 Penalty: 3123.119385
	Iteration 38Q: 3 clusters Score -3636315 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27558 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -3636316.500000 Penalty: 3123.119385
	Iteration 39Q: 3 clusters Score -3636316 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27521 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -3636321.000000 Penalty: 3123.119385
	Iteration 40F: 3 clusters Score -3636321 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27479 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -3636323.750000 Penalty: 3123.119385
	Iteration 41Q: 3 clusters Score -3636324 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27438 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -3636329.000000 Penalty: 3123.119385
	Iteration 42Q: 3 clusters Score -3636329 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27404 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -3636348.750000 Penalty: 3123.119385
	Iteration 43Q: 3 clusters Score -3636349 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27385 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -3636347.500000 Penalty: 3123.119385
	Iteration 44Q: 3 clusters Score -3636348 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27362 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -3636364.000000 Penalty: 3123.119385
	Iteration 45Q: 3 clusters Score -3636364 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -3636361.000000 Penalty: 3123.119385
	Iteration 46Q: 3 clusters Score -3636361 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -3636363.750000 Penalty: 3123.119385
	Iteration 47Q: 3 clusters Score -3636364 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27322 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -3636370.250000 Penalty: 3123.119385
	Iteration 48Q: 3 clusters Score -3636370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27318 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -3636368.250000 Penalty: 3123.119385
	Iteration 49Q: 3 clusters Score -3636368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27311 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -3636373.750000 Penalty: 3123.119385
	Iteration 50Q: 3 clusters Score -3636374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27302 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -3636366.500000 Penalty: 3123.119385
	Iteration 51Q: 3 clusters Score -3636366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27295 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -3636364.000000 Penalty: 3123.119385
	Iteration 52Q: 3 clusters Score -3636364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27288 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -3636363.500000 Penalty: 3123.119385
	Iteration 53Q: 3 clusters Score -3636364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27282 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -3636367.250000 Penalty: 3123.119385
	Iteration 54Q: 3 clusters Score -3636367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27279 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -3636365.500000 Penalty: 3123.119385
	Iteration 55Q: 3 clusters Score -3636366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27274 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -3636369.500000 Penalty: 3123.119385
	Iteration 56Q: 3 clusters Score -3636370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27270 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -3636373.750000 Penalty: 3123.119385
	Iteration 57Q: 3 clusters Score -3636374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -3636371.250000 Penalty: 3123.119385
	Iteration 58Q: 3 clusters Score -3636371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27263 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -3636376.500000 Penalty: 3123.119385
	Iteration 59Q: 3 clusters Score -3636376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27261 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -3636378.000000 Penalty: 3123.119385
	Iteration 60F: 3 clusters Score -3636378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27260 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -3636379.250000 Penalty: 3123.119385
	Iteration 61Q: 3 clusters Score -3636379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27260 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -3636379.250000 Penalty: 3123.119385
	Iteration 62F: 3 clusters Score -3636379 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Entering Unmasked Estep 
Score: -180414.687500 Penalty: 1127.323364
	Iteration 0F: 2 clusters Score -180414.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -178588.296875 Penalty: 2254.646729
	Iteration 0F: 3 clusters Score -178588.3 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -179052.500000 Penalty: 2254.646729
	Iteration 1F: 3 clusters Score -179052.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -179168.937500 Penalty: 2254.646729
	Iteration 2F: 3 clusters Score -179168.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -179245.390625 Penalty: 2254.646729
	Iteration 3Q: 3 clusters Score -179245.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -179331.015625 Penalty: 2254.646729
	Iteration 4Q: 3 clusters Score -179331 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -179440.875000 Penalty: 2254.646729
	Iteration 5Q: 3 clusters Score -179440.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -179542.359375 Penalty: 2254.646729
	Iteration 6Q: 3 clusters Score -179542.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -179677.296875 Penalty: 2254.646729
	Iteration 7Q: 3 clusters Score -179677.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -179775.171875 Penalty: 2254.646729
	Iteration 8Q: 3 clusters Score -179775.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -179835.125000 Penalty: 2254.646729
	Iteration 9Q: 3 clusters Score -179835.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -179877.015625 Penalty: 2254.646729
	Iteration 10Q: 3 clusters Score -179877 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -179919.125000 Penalty: 2254.646729
	Iteration 11Q: 3 clusters Score -179919.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -179958.890625 Penalty: 2254.646729
	Iteration 12Q: 3 clusters Score -179958.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -180003.453125 Penalty: 2254.646729
	Iteration 13Q: 3 clusters Score -180003.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -180045.875000 Penalty: 2254.646729
	Iteration 14Q: 3 clusters Score -180045.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -180076.484375 Penalty: 2254.646729
	Iteration 15Q: 3 clusters Score -180076.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -180113.046875 Penalty: 2254.646729
	Iteration 16Q: 3 clusters Score -180113 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -180139.000000 Penalty: 2254.646729
	Iteration 17Q: 3 clusters Score -180139 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -180148.156250 Penalty: 2254.646729
	Iteration 18Q: 3 clusters Score -180148.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -180154.656250 Penalty: 2254.646729
	Iteration 19Q: 3 clusters Score -180154.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -180166.046875 Penalty: 2254.646729
	Iteration 20F: 3 clusters Score -180166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -180174.859375 Penalty: 2254.646729
	Iteration 21Q: 3 clusters Score -180174.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -180178.718750 Penalty: 2254.646729
	Iteration 22Q: 3 clusters Score -180178.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -180183.328125 Penalty: 2254.646729
	Iteration 23Q: 3 clusters Score -180183.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -180184.500000 Penalty: 2254.646729
	Iteration 24Q: 3 clusters Score -180184.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -180185.437500 Penalty: 2254.646729
	Iteration 25Q: 3 clusters Score -180185.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -180185.781250 Penalty: 2254.646729
	Iteration 26Q: 3 clusters Score -180185.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -180188.140625 Penalty: 2254.646729
	Iteration 27Q: 3 clusters Score -180188.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -180188.515625 Penalty: 2254.646729
	Iteration 28Q: 3 clusters Score -180188.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -180188.921875 Penalty: 2254.646729
	Iteration 29Q: 3 clusters Score -180188.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -180188.921875 Penalty: 2254.646729
	Iteration 30F: 3 clusters Score -180188.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Entering Unmasked Estep 
Score: -628455.125000 Penalty: 1306.581177
	Iteration 0F: 2 clusters Score -628455.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -623826.875000 Penalty: 2613.162354
	Iteration 0F: 3 clusters Score -623826.9 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -625335.875000 Penalty: 2613.162354
	Iteration 1F: 3 clusters Score -625335.9 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -625591.500000 Penalty: 2613.162354
	Iteration 2F: 3 clusters Score -625591.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -625734.812500 Penalty: 2613.162354
	Iteration 3Q: 3 clusters Score -625734.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -625846.312500 Penalty: 2613.162354
	Iteration 4Q: 3 clusters Score -625846.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -625936.875000 Penalty: 2613.162354
	Iteration 5Q: 3 clusters Score -625936.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -626016.812500 Penalty: 2613.162354
	Iteration 6Q: 3 clusters Score -626016.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -626089.000000 Penalty: 2613.162354
	Iteration 7Q: 3 clusters Score -626089 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -626151.562500 Penalty: 2613.162354
	Iteration 8Q: 3 clusters Score -626151.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -626201.625000 Penalty: 2613.162354
	Iteration 9Q: 3 clusters Score -626201.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -626256.312500 Penalty: 2613.162354
	Iteration 10Q: 3 clusters Score -626256.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -626309.375000 Penalty: 2613.162354
	Iteration 11Q: 3 clusters Score -626309.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -626369.750000 Penalty: 2613.162354
	Iteration 12Q: 3 clusters Score -626369.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -626433.187500 Penalty: 2613.162354
	Iteration 13Q: 3 clusters Score -626433.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -626491.937500 Penalty: 2613.162354
	Iteration 14Q: 3 clusters Score -626491.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -626539.937500 Penalty: 2613.162354
	Iteration 15Q: 3 clusters Score -626539.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -626596.750000 Penalty: 2613.162354
	Iteration 16Q: 3 clusters Score -626596.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -626664.937500 Penalty: 2613.162354
	Iteration 17Q: 3 clusters Score -626664.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -626725.000000 Penalty: 2613.162354
	Iteration 18Q: 3 clusters Score -626725 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -626785.625000 Penalty: 2613.162354
	Iteration 19Q: 3 clusters Score -626785.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -626863.812500 Penalty: 2613.162354
	Iteration 20F: 3 clusters Score -626863.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -626931.875000 Penalty: 2613.162354
	Iteration 21Q: 3 clusters Score -626931.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -626976.875000 Penalty: 2613.162354
	Iteration 22Q: 3 clusters Score -626976.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -627010.437500 Penalty: 2613.162354
	Iteration 23Q: 3 clusters Score -627010.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -627038.250000 Penalty: 2613.162354
	Iteration 24Q: 3 clusters Score -627038.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -627060.937500 Penalty: 2613.162354
	Iteration 25Q: 3 clusters Score -627060.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -627085.187500 Penalty: 2613.162354
	Iteration 26Q: 3 clusters Score -627085.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -627103.312500 Penalty: 2613.162354
	Iteration 27Q: 3 clusters Score -627103.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -627120.250000 Penalty: 2613.162354
	Iteration 28Q: 3 clusters Score -627120.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -627135.000000 Penalty: 2613.162354
	Iteration 29Q: 3 clusters Score -627135 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -627146.625000 Penalty: 2613.162354
	Iteration 30Q: 3 clusters Score -627146.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -627161.812500 Penalty: 2613.162354
	Iteration 31Q: 3 clusters Score -627161.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -627179.437500 Penalty: 2613.162354
	Iteration 32Q: 3 clusters Score -627179.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -627197.187500 Penalty: 2613.162354
	Iteration 33Q: 3 clusters Score -627197.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -627217.000000 Penalty: 2613.162354
	Iteration 34Q: 3 clusters Score -627217 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -627239.750000 Penalty: 2613.162354
	Iteration 35Q: 3 clusters Score -627239.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -627252.187500 Penalty: 2613.162354
	Iteration 36Q: 3 clusters Score -627252.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -627263.312500 Penalty: 2613.162354
	Iteration 37Q: 3 clusters Score -627263.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -627273.937500 Penalty: 2613.162354
	Iteration 38Q: 3 clusters Score -627273.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -627285.062500 Penalty: 2613.162354
	Iteration 39Q: 3 clusters Score -627285.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -627299.125000 Penalty: 2613.162354
	Iteration 40F: 3 clusters Score -627299.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -627310.250000 Penalty: 2613.162354
	Iteration 41Q: 3 clusters Score -627310.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -627319.937500 Penalty: 2613.162354
	Iteration 42Q: 3 clusters Score -627319.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -627329.125000 Penalty: 2613.162354
	Iteration 43Q: 3 clusters Score -627329.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -627338.812500 Penalty: 2613.162354
	Iteration 44Q: 3 clusters Score -627338.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -627349.562500 Penalty: 2613.162354
	Iteration 45Q: 3 clusters Score -627349.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -627360.062500 Penalty: 2613.162354
	Iteration 46Q: 3 clusters Score -627360.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -627372.687500 Penalty: 2613.162354
	Iteration 47Q: 3 clusters Score -627372.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -627380.687500 Penalty: 2613.162354
	Iteration 48Q: 3 clusters Score -627380.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -627392.937500 Penalty: 2613.162354
	Iteration 49Q: 3 clusters Score -627392.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -627402.000000 Penalty: 2613.162354
	Iteration 50Q: 3 clusters Score -627402 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -627408.750000 Penalty: 2613.162354
	Iteration 51Q: 3 clusters Score -627408.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -627415.312500 Penalty: 2613.162354
	Iteration 52Q: 3 clusters Score -627415.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -627423.312500 Penalty: 2613.162354
	Iteration 53Q: 3 clusters Score -627423.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -627432.812500 Penalty: 2613.162354
	Iteration 54Q: 3 clusters Score -627432.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -627448.750000 Penalty: 2613.162354
	Iteration 55Q: 3 clusters Score -627448.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -627463.250000 Penalty: 2613.162354
	Iteration 56Q: 3 clusters Score -627463.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -627479.500000 Penalty: 2613.162354
	Iteration 57Q: 3 clusters Score -627479.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -627508.250000 Penalty: 2613.162354
	Iteration 58Q: 3 clusters Score -627508.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -627536.500000 Penalty: 2613.162354
	Iteration 59Q: 3 clusters Score -627536.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -627563.937500 Penalty: 2613.162354
	Iteration 60F: 3 clusters Score -627563.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -627594.000000 Penalty: 2613.162354
	Iteration 61Q: 3 clusters Score -627594 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -627632.500000 Penalty: 2613.162354
	Iteration 62Q: 3 clusters Score -627632.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -627675.687500 Penalty: 2613.162354
	Iteration 63Q: 3 clusters Score -627675.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -627720.562500 Penalty: 2613.162354
	Iteration 64Q: 3 clusters Score -627720.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -627757.062500 Penalty: 2613.162354
	Iteration 65Q: 3 clusters Score -627757.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -627782.937500 Penalty: 2613.162354
	Iteration 66Q: 3 clusters Score -627782.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -627802.312500 Penalty: 2613.162354
	Iteration 67Q: 3 clusters Score -627802.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -627815.312500 Penalty: 2613.162354
	Iteration 68Q: 3 clusters Score -627815.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -627822.750000 Penalty: 2613.162354
	Iteration 69Q: 3 clusters Score -627822.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -627829.062500 Penalty: 2613.162354
	Iteration 70Q: 3 clusters Score -627829.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -627832.750000 Penalty: 2613.162354
	Iteration 71Q: 3 clusters Score -627832.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -627832.187500 Penalty: 2613.162354
	Iteration 72Q: 3 clusters Score -627832.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -627833.187500 Penalty: 2613.162354
	Iteration 73Q: 3 clusters Score -627833.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -627835.375000 Penalty: 2613.162354
	Iteration 74Q: 3 clusters Score -627835.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -627835.250000 Penalty: 2613.162354
	Iteration 75Q: 3 clusters Score -627835.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -627835.562500 Penalty: 2613.162354
	Iteration 76Q: 3 clusters Score -627835.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -627838.062500 Penalty: 2613.162354
	Iteration 77Q: 3 clusters Score -627838.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -627839.937500 Penalty: 2613.162354
	Iteration 78Q: 3 clusters Score -627839.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -627841.000000 Penalty: 2613.162354
	Iteration 79Q: 3 clusters Score -627841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -627841.500000 Penalty: 2613.162354
	Iteration 80F: 3 clusters Score -627841.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -627840.937500 Penalty: 2613.162354
	Iteration 81Q: 3 clusters Score -627840.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -627841.000000 Penalty: 2613.162354
	Iteration 82Q: 3 clusters Score -627841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -627841.000000 Penalty: 2613.162354
	Iteration 83F: 3 clusters Score -627841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Entering Unmasked Estep 
Score: -151306.812500 Penalty: 1116.571533
	Iteration 0F: 2 clusters Score -151306.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -149555.968750 Penalty: 2233.143066
	Iteration 0F: 3 clusters Score -149556 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -149978.171875 Penalty: 2233.143066
	Iteration 1F: 3 clusters Score -149978.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -150148.625000 Penalty: 2233.143066
	Iteration 2F: 3 clusters Score -150148.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -150266.890625 Penalty: 2233.143066
	Iteration 3F: 3 clusters Score -150266.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -150429.156250 Penalty: 2233.143066
	Iteration 4Q: 3 clusters Score -150429.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -150664.937500 Penalty: 2233.143066
	Iteration 5F: 3 clusters Score -150664.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -150880.671875 Penalty: 2233.143066
	Iteration 6F: 3 clusters Score -150880.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -151085.250000 Penalty: 2233.143066
	Iteration 7F: 3 clusters Score -151085.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -151230.718750 Penalty: 2233.143066
	Iteration 8Q: 3 clusters Score -151230.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -151306.781250 Penalty: 2233.143066
	Iteration 9Q: 3 clusters Score -151306.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -151357.203125 Penalty: 2233.143066
	Iteration 10Q: 3 clusters Score -151357.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -151382.859375 Penalty: 2233.143066
	Iteration 11Q: 3 clusters Score -151382.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -151403.093750 Penalty: 2233.143066
	Iteration 12Q: 3 clusters Score -151403.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -151416.625000 Penalty: 2233.143066
	Iteration 13Q: 3 clusters Score -151416.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -151431.328125 Penalty: 2233.143066
	Iteration 14Q: 3 clusters Score -151431.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -151438.140625 Penalty: 2233.143066
	Iteration 15Q: 3 clusters Score -151438.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -151442.921875 Penalty: 2233.143066
	Iteration 16Q: 3 clusters Score -151442.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -151446.562500 Penalty: 2233.143066
	Iteration 17Q: 3 clusters Score -151446.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -151451.250000 Penalty: 2233.143066
	Iteration 18Q: 3 clusters Score -151451.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -151454.578125 Penalty: 2233.143066
	Iteration 19Q: 3 clusters Score -151454.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -151458.390625 Penalty: 2233.143066
	Iteration 20F: 3 clusters Score -151458.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -151462.531250 Penalty: 2233.143066
	Iteration 21Q: 3 clusters Score -151462.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -151463.578125 Penalty: 2233.143066
	Iteration 22Q: 3 clusters Score -151463.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -151467.109375 Penalty: 2233.143066
	Iteration 23Q: 3 clusters Score -151467.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -151471.281250 Penalty: 2233.143066
	Iteration 24Q: 3 clusters Score -151471.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -151476.312500 Penalty: 2233.143066
	Iteration 25Q: 3 clusters Score -151476.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -151476.843750 Penalty: 2233.143066
	Iteration 26Q: 3 clusters Score -151476.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -151477.203125 Penalty: 2233.143066
	Iteration 27Q: 3 clusters Score -151477.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -151477.203125 Penalty: 2233.143066
	Iteration 28F: 3 clusters Score -151477.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 61635 members 
Mstep: Class 2 contains 10048 members 
Mstep: Class 3 contains 6963 members 
Mstep: Class 4 contains 48211 members 
Mstep: Class 5 contains 8817 members 
Mstep: Class 6 contains 11502 members 
Mstep: Class 7 contains 58871 members 
Mstep: Class 8 contains 11152 members 
Mstep: Class 9 contains 11162 members 
Mstep: Class 10 contains 11430 members 
Mstep: Class 11 contains 10385 members 
Mstep: Class 12 contains 7257 members 
Mstep: Class 13 contains 18998 members 
Mstep: Class 14 contains 37849 members 
Mstep: Class 15 contains 17079 members 
Mstep: Class 16 contains 24059 members 
Mstep: Class 17 contains 28695 members 
Mstep: Class 18 contains 20067 members 
Mstep: Class 19 contains 1452 members 
Mstep: Class 20 contains 200895 members 
Mstep: Class 21 contains 36111 members 
Mstep: Class 22 contains 1951 members 
Mstep: Class 23 contains 6508 members 
Mstep: Class 24 contains 1036 members 
Mstep: Class 25 contains 35245 members 
Mstep: Class 26 contains 6425 members 
Mstep: Class 27 contains 14653 members 
Mstep: Class 28 contains 21002 members 
Mstep: Class 29 contains 37802 members 
Mstep: Class 30 contains 19106 members 
Mstep: Class 31 contains 8880 members 
Mstep: Class 32 contains 1043 members 
Mstep: Class 33 contains 8078 members 
Mstep: Class 34 contains 3941 members 
Mstep: Class 35 contains 293 members 
Mstep: Class 36 contains 2543 members 
Mstep: Class 37 contains 4188 members 
Mstep: Class 38 contains 3333 members 
Mstep: Class 39 contains 33241 members 
Mstep: Class 40 contains 18305 members 
Mstep: Class 41 contains 16106 members 
Mstep: Class 42 contains 3029 members 
Mstep: Class 43 contains 2661 members 
Mstep: Class 44 contains 5089 members 
Mstep: Class 45 contains 1889 members 
Mstep: Class 46 contains 779 members 
Entering Unmasked Estep 
Score: -88116008.000000 Penalty: 93841.789062
Splitting cluster 24 changes total score from -88116536.000000 to -88116008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (35245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35245 members 
Entering Unmasked Estep 
Score: -3664943.500000 Penalty: 1557.947876
	Iteration 0F: 2 clusters Score -3664944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -3642025.500000 Penalty: 3115.895752
	Iteration 0F: 3 clusters Score -3642026 nChanged 15987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -3650713.750000 Penalty: 3115.895752
	Iteration 1F: 3 clusters Score -3650714 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -3651260.500000 Penalty: 3115.895752
	Iteration 2Q: 3 clusters Score -3651260 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -3651909.500000 Penalty: 3115.895752
	Iteration 3Q: 3 clusters Score -3651910 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -3652745.000000 Penalty: 3115.895752
	Iteration 4F: 3 clusters Score -3652745 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -3653856.500000 Penalty: 3115.895752
	Iteration 5F: 3 clusters Score -3653856 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 25435 members 
Entering Unmasked Estep 
Score: -3655424.500000 Penalty: 3115.895752
	Iteration 6F: 3 clusters Score -3655424 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 27793 members 
Entering Unmasked Estep 
Score: -3657380.000000 Penalty: 3115.895752
	Iteration 7F: 3 clusters Score -3657380 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 30136 members 
Entering Unmasked Estep 
Score: -3659505.250000 Penalty: 3115.895752
	Iteration 8F: 3 clusters Score -3659505 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 32039 members 
Entering Unmasked Estep 
Score: -3661232.000000 Penalty: 3115.895752
	Iteration 9F: 3 clusters Score -3661232 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 33290 members 
Entering Unmasked Estep 
Score: -3662368.000000 Penalty: 3115.895752
	Iteration 10Q: 3 clusters Score -3662368 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 33999 members 
Entering Unmasked Estep 
Score: -3663000.250000 Penalty: 3115.895752
	Iteration 11Q: 3 clusters Score -3663000 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 34371 members 
Entering Unmasked Estep 
Score: -3663298.750000 Penalty: 3115.895752
	Iteration 12Q: 3 clusters Score -3663299 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 34547 members 
Entering Unmasked Estep 
Score: -3663440.500000 Penalty: 3115.895752
	Iteration 13Q: 3 clusters Score -3663440 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 34641 members 
Entering Unmasked Estep 
Score: -3663510.000000 Penalty: 3115.895752
	Iteration 14Q: 3 clusters Score -3663510 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 34704 members 
Entering Unmasked Estep 
Score: -3663574.500000 Penalty: 3115.895752
	Iteration 15Q: 3 clusters Score -3663574 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 34746 members 
Entering Unmasked Estep 
Score: -3663618.500000 Penalty: 3115.895752
	Iteration 16Q: 3 clusters Score -3663618 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 34775 members 
Entering Unmasked Estep 
Score: -3663650.250000 Penalty: 3115.895752
	Iteration 17Q: 3 clusters Score -3663650 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 34794 members 
Entering Unmasked Estep 
Score: -3663668.750000 Penalty: 3115.895752
	Iteration 18Q: 3 clusters Score -3663669 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 34809 members 
Entering Unmasked Estep 
Score: -3663685.250000 Penalty: 3115.895752
	Iteration 19Q: 3 clusters Score -3663685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 34814 members 
Entering Unmasked Estep 
Score: -3663685.500000 Penalty: 3115.895752
	Iteration 20F: 3 clusters Score -3663686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 34817 members 
Entering Unmasked Estep 
Score: -3663697.250000 Penalty: 3115.895752
	Iteration 21Q: 3 clusters Score -3663697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 34822 members 
Entering Unmasked Estep 
Score: -3663706.500000 Penalty: 3115.895752
	Iteration 22Q: 3 clusters Score -3663706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 34824 members 
Entering Unmasked Estep 
Score: -3663704.000000 Penalty: 3115.895752
	Iteration 23Q: 3 clusters Score -3663704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 34823 members 
Entering Unmasked Estep 
Score: -3663708.000000 Penalty: 3115.895752
	Iteration 24Q: 3 clusters Score -3663708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 34823 members 
Entering Unmasked Estep 
Score: -3663708.000000 Penalty: 3115.895752
	Iteration 25F: 3 clusters Score -3663708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Entering Unmasked Estep 
Score: -673108.437500 Penalty: 1304.671265
	Iteration 0F: 2 clusters Score -673108.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -668511.875000 Penalty: 2609.342529
	Iteration 0F: 3 clusters Score -668511.9 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -670003.562500 Penalty: 2609.342529
	Iteration 1F: 3 clusters Score -670003.6 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -670323.187500 Penalty: 2609.342529
	Iteration 2F: 3 clusters Score -670323.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -670549.250000 Penalty: 2609.342529
	Iteration 3F: 3 clusters Score -670549.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -670706.187500 Penalty: 2609.342529
	Iteration 4Q: 3 clusters Score -670706.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -670824.125000 Penalty: 2609.342529
	Iteration 5Q: 3 clusters Score -670824.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -670919.875000 Penalty: 2609.342529
	Iteration 6Q: 3 clusters Score -670919.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -671003.625000 Penalty: 2609.342529
	Iteration 7Q: 3 clusters Score -671003.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -671093.937500 Penalty: 2609.342529
	Iteration 8Q: 3 clusters Score -671093.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -671171.375000 Penalty: 2609.342529
	Iteration 9Q: 3 clusters Score -671171.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -671251.500000 Penalty: 2609.342529
	Iteration 10Q: 3 clusters Score -671251.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -671320.250000 Penalty: 2609.342529
	Iteration 11Q: 3 clusters Score -671320.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -671394.812500 Penalty: 2609.342529
	Iteration 12Q: 3 clusters Score -671394.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -671473.000000 Penalty: 2609.342529
	Iteration 13Q: 3 clusters Score -671473 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -671550.875000 Penalty: 2609.342529
	Iteration 14Q: 3 clusters Score -671550.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -671620.937500 Penalty: 2609.342529
	Iteration 15Q: 3 clusters Score -671620.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -671669.875000 Penalty: 2609.342529
	Iteration 16Q: 3 clusters Score -671669.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -671722.937500 Penalty: 2609.342529
	Iteration 17Q: 3 clusters Score -671722.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -671773.937500 Penalty: 2609.342529
	Iteration 18Q: 3 clusters Score -671773.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -671823.625000 Penalty: 2609.342529
	Iteration 19Q: 3 clusters Score -671823.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -671875.375000 Penalty: 2609.342529
	Iteration 20F: 3 clusters Score -671875.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -671925.062500 Penalty: 2609.342529
	Iteration 21Q: 3 clusters Score -671925.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -671962.250000 Penalty: 2609.342529
	Iteration 22Q: 3 clusters Score -671962.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -671998.187500 Penalty: 2609.342529
	Iteration 23Q: 3 clusters Score -671998.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -672028.812500 Penalty: 2609.342529
	Iteration 24Q: 3 clusters Score -672028.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -672051.937500 Penalty: 2609.342529
	Iteration 25Q: 3 clusters Score -672051.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -672073.000000 Penalty: 2609.342529
	Iteration 26Q: 3 clusters Score -672073 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -672100.687500 Penalty: 2609.342529
	Iteration 27Q: 3 clusters Score -672100.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -672117.687500 Penalty: 2609.342529
	Iteration 28Q: 3 clusters Score -672117.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -672134.187500 Penalty: 2609.342529
	Iteration 29Q: 3 clusters Score -672134.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -672143.187500 Penalty: 2609.342529
	Iteration 30Q: 3 clusters Score -672143.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -672149.937500 Penalty: 2609.342529
	Iteration 31Q: 3 clusters Score -672149.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -672157.625000 Penalty: 2609.342529
	Iteration 32Q: 3 clusters Score -672157.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -672167.937500 Penalty: 2609.342529
	Iteration 33Q: 3 clusters Score -672167.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -672175.687500 Penalty: 2609.342529
	Iteration 34Q: 3 clusters Score -672175.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -672184.062500 Penalty: 2609.342529
	Iteration 35Q: 3 clusters Score -672184.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -672187.687500 Penalty: 2609.342529
	Iteration 36Q: 3 clusters Score -672187.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -672189.687500 Penalty: 2609.342529
	Iteration 37Q: 3 clusters Score -672189.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -672192.312500 Penalty: 2609.342529
	Iteration 38Q: 3 clusters Score -672192.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -672191.250000 Penalty: 2609.342529
	Iteration 39Q: 3 clusters Score -672191.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -672192.687500 Penalty: 2609.342529
	Iteration 40F: 3 clusters Score -672192.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -672193.562500 Penalty: 2609.342529
	Iteration 41Q: 3 clusters Score -672193.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -672194.187500 Penalty: 2609.342529
	Iteration 42Q: 3 clusters Score -672194.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -672196.062500 Penalty: 2609.342529
	Iteration 43Q: 3 clusters Score -672196.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -672195.187500 Penalty: 2609.342529
	Iteration 44Q: 3 clusters Score -672195.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -672196.937500 Penalty: 2609.342529
	Iteration 45Q: 3 clusters Score -672196.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -672198.000000 Penalty: 2609.342529
	Iteration 46Q: 3 clusters Score -672198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -672197.875000 Penalty: 2609.342529
	Iteration 47Q: 3 clusters Score -672197.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -672198.687500 Penalty: 2609.342529
	Iteration 48Q: 3 clusters Score -672198.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -672200.562500 Penalty: 2609.342529
	Iteration 49Q: 3 clusters Score -672200.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -672202.375000 Penalty: 2609.342529
	Iteration 50Q: 3 clusters Score -672202.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -672202.687500 Penalty: 2609.342529
	Iteration 51Q: 3 clusters Score -672202.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -672203.875000 Penalty: 2609.342529
	Iteration 52Q: 3 clusters Score -672203.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -672206.437500 Penalty: 2609.342529
	Iteration 53Q: 3 clusters Score -672206.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -672210.687500 Penalty: 2609.342529
	Iteration 54Q: 3 clusters Score -672210.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -672213.062500 Penalty: 2609.342529
	Iteration 55Q: 3 clusters Score -672213.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -672219.750000 Penalty: 2609.342529
	Iteration 56Q: 3 clusters Score -672219.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -672220.687500 Penalty: 2609.342529
	Iteration 57Q: 3 clusters Score -672220.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -672224.125000 Penalty: 2609.342529
	Iteration 58Q: 3 clusters Score -672224.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -672227.125000 Penalty: 2609.342529
	Iteration 59Q: 3 clusters Score -672227.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -672230.187500 Penalty: 2609.342529
	Iteration 60F: 3 clusters Score -672230.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -672232.625000 Penalty: 2609.342529
	Iteration 61Q: 3 clusters Score -672232.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -672235.500000 Penalty: 2609.342529
	Iteration 62Q: 3 clusters Score -672235.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -672237.437500 Penalty: 2609.342529
	Iteration 63Q: 3 clusters Score -672237.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -672238.875000 Penalty: 2609.342529
	Iteration 64Q: 3 clusters Score -672238.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -672239.500000 Penalty: 2609.342529
	Iteration 65Q: 3 clusters Score -672239.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -672241.937500 Penalty: 2609.342529
	Iteration 66Q: 3 clusters Score -672241.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -672245.812500 Penalty: 2609.342529
	Iteration 67Q: 3 clusters Score -672245.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -672246.625000 Penalty: 2609.342529
	Iteration 68Q: 3 clusters Score -672246.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -672248.437500 Penalty: 2609.342529
	Iteration 69Q: 3 clusters Score -672248.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -672248.375000 Penalty: 2609.342529
	Iteration 70Q: 3 clusters Score -672248.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -672248.375000 Penalty: 2609.342529
	Iteration 71F: 3 clusters Score -672248.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (14653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Entering Unmasked Estep 
Score: -1522638.500000 Penalty: 1427.349243
	Iteration 0F: 2 clusters Score -1522638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1512880.250000 Penalty: 2854.698486
	Iteration 0F: 3 clusters Score -1512880 nChanged 6325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1516290.625000 Penalty: 2854.698486
	Iteration 1F: 3 clusters Score -1516291 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1516657.500000 Penalty: 2854.698486
	Iteration 2F: 3 clusters Score -1516658 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1516943.750000 Penalty: 2854.698486
	Iteration 3F: 3 clusters Score -1516944 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1517172.875000 Penalty: 2854.698486
	Iteration 4Q: 3 clusters Score -1517173 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1517355.500000 Penalty: 2854.698486
	Iteration 5Q: 3 clusters Score -1517356 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1517533.750000 Penalty: 2854.698486
	Iteration 6Q: 3 clusters Score -1517534 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1517719.750000 Penalty: 2854.698486
	Iteration 7Q: 3 clusters Score -1517720 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1517909.125000 Penalty: 2854.698486
	Iteration 8Q: 3 clusters Score -1517909 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1518120.500000 Penalty: 2854.698486
	Iteration 9Q: 3 clusters Score -1518120 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1518363.500000 Penalty: 2854.698486
	Iteration 10Q: 3 clusters Score -1518364 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1518664.875000 Penalty: 2854.698486
	Iteration 11Q: 3 clusters Score -1518665 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1519008.375000 Penalty: 2854.698486
	Iteration 12Q: 3 clusters Score -1519008 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1519393.750000 Penalty: 2854.698486
	Iteration 13Q: 3 clusters Score -1519394 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1519774.250000 Penalty: 2854.698486
	Iteration 14Q: 3 clusters Score -1519774 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1520124.500000 Penalty: 2854.698486
	Iteration 15Q: 3 clusters Score -1520124 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1520455.250000 Penalty: 2854.698486
	Iteration 16Q: 3 clusters Score -1520455 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1520747.250000 Penalty: 2854.698486
	Iteration 17Q: 3 clusters Score -1520747 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1520971.750000 Penalty: 2854.698486
	Iteration 18Q: 3 clusters Score -1520972 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1521148.375000 Penalty: 2854.698486
	Iteration 19Q: 3 clusters Score -1521148 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1521262.000000 Penalty: 2854.698486
	Iteration 20F: 3 clusters Score -1521262 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1521338.500000 Penalty: 2854.698486
	Iteration 21Q: 3 clusters Score -1521338 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1521371.625000 Penalty: 2854.698486
	Iteration 22Q: 3 clusters Score -1521372 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1521393.000000 Penalty: 2854.698486
	Iteration 23Q: 3 clusters Score -1521393 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1521411.250000 Penalty: 2854.698486
	Iteration 24Q: 3 clusters Score -1521411 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1521433.000000 Penalty: 2854.698486
	Iteration 25Q: 3 clusters Score -1521433 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1521449.375000 Penalty: 2854.698486
	Iteration 26Q: 3 clusters Score -1521449 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1521463.750000 Penalty: 2854.698486
	Iteration 27Q: 3 clusters Score -1521464 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1521477.125000 Penalty: 2854.698486
	Iteration 28Q: 3 clusters Score -1521477 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1521486.875000 Penalty: 2854.698486
	Iteration 29Q: 3 clusters Score -1521487 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1521496.250000 Penalty: 2854.698486
	Iteration 30Q: 3 clusters Score -1521496 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1521505.500000 Penalty: 2854.698486
	Iteration 31Q: 3 clusters Score -1521506 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1521507.000000 Penalty: 2854.698486
	Iteration 32Q: 3 clusters Score -1521507 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1521514.875000 Penalty: 2854.698486
	Iteration 33Q: 3 clusters Score -1521515 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1521522.625000 Penalty: 2854.698486
	Iteration 34Q: 3 clusters Score -1521523 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1521525.375000 Penalty: 2854.698486
	Iteration 35Q: 3 clusters Score -1521525 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1521529.375000 Penalty: 2854.698486
	Iteration 36Q: 3 clusters Score -1521529 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1521529.875000 Penalty: 2854.698486
	Iteration 37Q: 3 clusters Score -1521530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1521534.000000 Penalty: 2854.698486
	Iteration 38Q: 3 clusters Score -1521534 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1521534.625000 Penalty: 2854.698486
	Iteration 39Q: 3 clusters Score -1521535 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1521538.250000 Penalty: 2854.698486
	Iteration 40F: 3 clusters Score -1521538 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1521543.625000 Penalty: 2854.698486
	Iteration 41Q: 3 clusters Score -1521544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1521544.375000 Penalty: 2854.698486
	Iteration 42Q: 3 clusters Score -1521544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1521550.000000 Penalty: 2854.698486
	Iteration 43Q: 3 clusters Score -1521550 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1521553.125000 Penalty: 2854.698486
	Iteration 44Q: 3 clusters Score -1521553 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1521556.875000 Penalty: 2854.698486
	Iteration 45Q: 3 clusters Score -1521557 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1521564.875000 Penalty: 2854.698486
	Iteration 46Q: 3 clusters Score -1521565 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1521565.125000 Penalty: 2854.698486
	Iteration 47Q: 3 clusters Score -1521565 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1521569.750000 Penalty: 2854.698486
	Iteration 48Q: 3 clusters Score -1521570 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1521567.625000 Penalty: 2854.698486
	Iteration 49Q: 3 clusters Score -1521568 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1521573.125000 Penalty: 2854.698486
	Iteration 50Q: 3 clusters Score -1521573 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1521577.750000 Penalty: 2854.698486
	Iteration 51Q: 3 clusters Score -1521578 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1521579.625000 Penalty: 2854.698486
	Iteration 52Q: 3 clusters Score -1521580 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1521585.375000 Penalty: 2854.698486
	Iteration 53Q: 3 clusters Score -1521585 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1521593.125000 Penalty: 2854.698486
	Iteration 54Q: 3 clusters Score -1521593 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1521603.375000 Penalty: 2854.698486
	Iteration 55Q: 3 clusters Score -1521603 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1521604.875000 Penalty: 2854.698486
	Iteration 56Q: 3 clusters Score -1521605 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1521603.750000 Penalty: 2854.698486
	Iteration 57Q: 3 clusters Score -1521604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1521605.625000 Penalty: 2854.698486
	Iteration 58Q: 3 clusters Score -1521606 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1521605.625000 Penalty: 2854.698486
	Iteration 59Q: 3 clusters Score -1521606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1521605.000000 Penalty: 2854.698486
	Iteration 60F: 3 clusters Score -1521605 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1521609.625000 Penalty: 2854.698486
	Iteration 61Q: 3 clusters Score -1521610 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1521616.250000 Penalty: 2854.698486
	Iteration 62Q: 3 clusters Score -1521616 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1521620.750000 Penalty: 2854.698486
	Iteration 63Q: 3 clusters Score -1521621 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1521625.625000 Penalty: 2854.698486
	Iteration 64Q: 3 clusters Score -1521626 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1521629.000000 Penalty: 2854.698486
	Iteration 65Q: 3 clusters Score -1521629 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1521629.375000 Penalty: 2854.698486
	Iteration 66Q: 3 clusters Score -1521629 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1521635.750000 Penalty: 2854.698486
	Iteration 67Q: 3 clusters Score -1521636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1521634.625000 Penalty: 2854.698486
	Iteration 68Q: 3 clusters Score -1521635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1521633.625000 Penalty: 2854.698486
	Iteration 69Q: 3 clusters Score -1521634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1521635.750000 Penalty: 2854.698486
	Iteration 70Q: 3 clusters Score -1521636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1521634.500000 Penalty: 2854.698486
	Iteration 71Q: 3 clusters Score -1521634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1521635.875000 Penalty: 2854.698486
	Iteration 72Q: 3 clusters Score -1521636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1521638.750000 Penalty: 2854.698486
	Iteration 73Q: 3 clusters Score -1521639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1521641.250000 Penalty: 2854.698486
	Iteration 74Q: 3 clusters Score -1521641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1521644.500000 Penalty: 2854.698486
	Iteration 75Q: 3 clusters Score -1521644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1521644.125000 Penalty: 2854.698486
	Iteration 76Q: 3 clusters Score -1521644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1521645.500000 Penalty: 2854.698486
	Iteration 77Q: 3 clusters Score -1521646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1521644.625000 Penalty: 2854.698486
	Iteration 78Q: 3 clusters Score -1521645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1521647.125000 Penalty: 2854.698486
	Iteration 79Q: 3 clusters Score -1521647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1521646.250000 Penalty: 2854.698486
	Iteration 80F: 3 clusters Score -1521646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (21002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Entering Unmasked Estep 
Score: -2079611.125000 Penalty: 1480.913086
	Iteration 0F: 2 clusters Score -2079611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -2065904.875000 Penalty: 2961.826172
	Iteration 0F: 3 clusters Score -2065905 nChanged 9245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -2070897.125000 Penalty: 2961.826172
	Iteration 1F: 3 clusters Score -2070897 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -2071361.750000 Penalty: 2961.826172
	Iteration 2F: 3 clusters Score -2071362 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -2071741.125000 Penalty: 2961.826172
	Iteration 3Q: 3 clusters Score -2071741 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -2072146.125000 Penalty: 2961.826172
	Iteration 4Q: 3 clusters Score -2072146 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -2072566.125000 Penalty: 2961.826172
	Iteration 5Q: 3 clusters Score -2072566 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -2073072.000000 Penalty: 2961.826172
	Iteration 6Q: 3 clusters Score -2073072 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -2073635.125000 Penalty: 2961.826172
	Iteration 7Q: 3 clusters Score -2073635 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -2074290.000000 Penalty: 2961.826172
	Iteration 8Q: 3 clusters Score -2074290 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -2074997.750000 Penalty: 2961.826172
	Iteration 9F: 3 clusters Score -2074998 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -2075707.500000 Penalty: 2961.826172
	Iteration 10Q: 3 clusters Score -2075708 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -2076293.625000 Penalty: 2961.826172
	Iteration 11Q: 3 clusters Score -2076294 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -2076723.000000 Penalty: 2961.826172
	Iteration 12Q: 3 clusters Score -2076723 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -2077029.375000 Penalty: 2961.826172
	Iteration 13Q: 3 clusters Score -2077029 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -2077255.375000 Penalty: 2961.826172
	Iteration 14Q: 3 clusters Score -2077255 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -2077426.375000 Penalty: 2961.826172
	Iteration 15Q: 3 clusters Score -2077426 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -2077528.500000 Penalty: 2961.826172
	Iteration 16Q: 3 clusters Score -2077528 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -2077622.750000 Penalty: 2961.826172
	Iteration 17Q: 3 clusters Score -2077623 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -2077701.500000 Penalty: 2961.826172
	Iteration 18Q: 3 clusters Score -2077702 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -2077758.500000 Penalty: 2961.826172
	Iteration 19Q: 3 clusters Score -2077758 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -2077814.750000 Penalty: 2961.826172
	Iteration 20F: 3 clusters Score -2077815 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -2077856.125000 Penalty: 2961.826172
	Iteration 21Q: 3 clusters Score -2077856 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -2077888.750000 Penalty: 2961.826172
	Iteration 22Q: 3 clusters Score -2077889 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -2077919.250000 Penalty: 2961.826172
	Iteration 23Q: 3 clusters Score -2077919 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -2077941.750000 Penalty: 2961.826172
	Iteration 24Q: 3 clusters Score -2077942 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -2077975.375000 Penalty: 2961.826172
	Iteration 25Q: 3 clusters Score -2077975 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -2077991.875000 Penalty: 2961.826172
	Iteration 26Q: 3 clusters Score -2077992 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -2078013.625000 Penalty: 2961.826172
	Iteration 27Q: 3 clusters Score -2078014 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -2078036.125000 Penalty: 2961.826172
	Iteration 28Q: 3 clusters Score -2078036 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -2078055.875000 Penalty: 2961.826172
	Iteration 29Q: 3 clusters Score -2078056 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -2078069.625000 Penalty: 2961.826172
	Iteration 30Q: 3 clusters Score -2078070 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -2078080.000000 Penalty: 2961.826172
	Iteration 31Q: 3 clusters Score -2078080 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -2078096.375000 Penalty: 2961.826172
	Iteration 32Q: 3 clusters Score -2078096 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -2078107.875000 Penalty: 2961.826172
	Iteration 33Q: 3 clusters Score -2078108 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -2078113.875000 Penalty: 2961.826172
	Iteration 34Q: 3 clusters Score -2078114 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -2078132.750000 Penalty: 2961.826172
	Iteration 35Q: 3 clusters Score -2078133 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -2078143.625000 Penalty: 2961.826172
	Iteration 36Q: 3 clusters Score -2078144 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -2078153.750000 Penalty: 2961.826172
	Iteration 37Q: 3 clusters Score -2078154 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -2078164.375000 Penalty: 2961.826172
	Iteration 38Q: 3 clusters Score -2078164 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -2078162.625000 Penalty: 2961.826172
	Iteration 39Q: 3 clusters Score -2078163 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -2078163.750000 Penalty: 2961.826172
	Iteration 40F: 3 clusters Score -2078164 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -2078163.125000 Penalty: 2961.826172
	Iteration 41Q: 3 clusters Score -2078163 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -2078170.000000 Penalty: 2961.826172
	Iteration 42Q: 3 clusters Score -2078170 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -2078169.125000 Penalty: 2961.826172
	Iteration 43Q: 3 clusters Score -2078169 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -2078177.625000 Penalty: 2961.826172
	Iteration 44Q: 3 clusters Score -2078178 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -2078183.750000 Penalty: 2961.826172
	Iteration 45Q: 3 clusters Score -2078184 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -2078182.750000 Penalty: 2961.826172
	Iteration 46Q: 3 clusters Score -2078183 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -2078179.875000 Penalty: 2961.826172
	Iteration 47Q: 3 clusters Score -2078180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -2078182.125000 Penalty: 2961.826172
	Iteration 48Q: 3 clusters Score -2078182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -2078184.875000 Penalty: 2961.826172
	Iteration 49Q: 3 clusters Score -2078185 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -2078191.625000 Penalty: 2961.826172
	Iteration 50Q: 3 clusters Score -2078192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -2078191.375000 Penalty: 2961.826172
	Iteration 51Q: 3 clusters Score -2078191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -2078196.375000 Penalty: 2961.826172
	Iteration 52Q: 3 clusters Score -2078196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -2078200.250000 Penalty: 2961.826172
	Iteration 53Q: 3 clusters Score -2078200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -2078199.000000 Penalty: 2961.826172
	Iteration 54Q: 3 clusters Score -2078199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -2078199.750000 Penalty: 2961.826172
	Iteration 55Q: 3 clusters Score -2078200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -2078198.875000 Penalty: 2961.826172
	Iteration 56Q: 3 clusters Score -2078199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -2078197.875000 Penalty: 2961.826172
	Iteration 57Q: 3 clusters Score -2078198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -2078197.750000 Penalty: 2961.826172
	Iteration 58Q: 3 clusters Score -2078198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -2078198.750000 Penalty: 2961.826172
	Iteration 59Q: 3 clusters Score -2078199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -2078202.000000 Penalty: 2961.826172
	Iteration 60F: 3 clusters Score -2078202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -2078200.375000 Penalty: 2961.826172
	Iteration 61Q: 3 clusters Score -2078200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -2078202.000000 Penalty: 2961.826172
	Iteration 62Q: 3 clusters Score -2078202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -2078198.625000 Penalty: 2961.826172
	Iteration 63Q: 3 clusters Score -2078199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -2078197.875000 Penalty: 2961.826172
	Iteration 64Q: 3 clusters Score -2078198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -2078198.125000 Penalty: 2961.826172
	Iteration 65Q: 3 clusters Score -2078198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -2078199.625000 Penalty: 2961.826172
	Iteration 66Q: 3 clusters Score -2078200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -2078202.125000 Penalty: 2961.826172
	Iteration 67Q: 3 clusters Score -2078202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -2078202.500000 Penalty: 2961.826172
	Iteration 68Q: 3 clusters Score -2078202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -2078200.000000 Penalty: 2961.826172
	Iteration 69Q: 3 clusters Score -2078200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -2078198.875000 Penalty: 2961.826172
	Iteration 70Q: 3 clusters Score -2078199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -2078200.375000 Penalty: 2961.826172
	Iteration 71Q: 3 clusters Score -2078200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -2078201.000000 Penalty: 2961.826172
	Iteration 72Q: 3 clusters Score -2078201 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -2078201.625000 Penalty: 2961.826172
	Iteration 73Q: 3 clusters Score -2078202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -2078204.625000 Penalty: 2961.826172
	Iteration 74Q: 3 clusters Score -2078205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -2078201.750000 Penalty: 2961.826172
	Iteration 75Q: 3 clusters Score -2078202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -2078205.375000 Penalty: 2961.826172
	Iteration 76Q: 3 clusters Score -2078205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -2078210.875000 Penalty: 2961.826172
	Iteration 77Q: 3 clusters Score -2078211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -2078209.750000 Penalty: 2961.826172
	Iteration 78Q: 3 clusters Score -2078210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -2078211.000000 Penalty: 2961.826172
	Iteration 79Q: 3 clusters Score -2078211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -2078208.750000 Penalty: 2961.826172
	Iteration 80F: 3 clusters Score -2078209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -2078209.000000 Penalty: 2961.826172
	Iteration 81Q: 3 clusters Score -2078209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -2078209.000000 Penalty: 2961.826172
	Iteration 82F: 3 clusters Score -2078209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (37802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37802 members 
Entering Unmasked Estep 
Score: -3905399.250000 Penalty: 1568.369507
	Iteration 0F: 2 clusters Score -3905399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -3880918.500000 Penalty: 3136.739014
	Iteration 0F: 3 clusters Score -3880918 nChanged 17247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -3890429.500000 Penalty: 3136.739014
	Iteration 1F: 3 clusters Score -3890430 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -3890981.000000 Penalty: 3136.739014
	Iteration 2Q: 3 clusters Score -3890981 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -3891518.250000 Penalty: 3136.739014
	Iteration 3Q: 3 clusters Score -3891518 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -3892042.750000 Penalty: 3136.739014
	Iteration 4Q: 3 clusters Score -3892043 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -3892598.250000 Penalty: 3136.739014
	Iteration 5Q: 3 clusters Score -3892598 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -3893295.250000 Penalty: 3136.739014
	Iteration 6Q: 3 clusters Score -3893295 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -3894105.000000 Penalty: 3136.739014
	Iteration 7Q: 3 clusters Score -3894105 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 23165 members 
Entering Unmasked Estep 
Score: -3895000.750000 Penalty: 3136.739014
	Iteration 8Q: 3 clusters Score -3895001 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -3896003.000000 Penalty: 3136.739014
	Iteration 9F: 3 clusters Score -3896003 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 25572 members 
Entering Unmasked Estep 
Score: -3896948.500000 Penalty: 3136.739014
	Iteration 10Q: 3 clusters Score -3896948 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -3897788.250000 Penalty: 3136.739014
	Iteration 11Q: 3 clusters Score -3897788 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 27956 members 
Entering Unmasked Estep 
Score: -3898530.750000 Penalty: 3136.739014
	Iteration 12Q: 3 clusters Score -3898531 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 29118 members 
Entering Unmasked Estep 
Score: -3899251.000000 Penalty: 3136.739014
	Iteration 13Q: 3 clusters Score -3899251 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 30259 members 
Entering Unmasked Estep 
Score: -3899916.750000 Penalty: 3136.739014
	Iteration 14Q: 3 clusters Score -3899917 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 31400 members 
Entering Unmasked Estep 
Score: -3900583.500000 Penalty: 3136.739014
	Iteration 15Q: 3 clusters Score -3900584 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 32465 members 
Entering Unmasked Estep 
Score: -3901231.250000 Penalty: 3136.739014
	Iteration 16Q: 3 clusters Score -3901231 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 33469 members 
Entering Unmasked Estep 
Score: -3901833.000000 Penalty: 3136.739014
	Iteration 17Q: 3 clusters Score -3901833 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 34352 members 
Entering Unmasked Estep 
Score: -3902352.500000 Penalty: 3136.739014
	Iteration 18Q: 3 clusters Score -3902352 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 35075 members 
Entering Unmasked Estep 
Score: -3902819.250000 Penalty: 3136.739014
	Iteration 19Q: 3 clusters Score -3902819 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 35653 members 
Entering Unmasked Estep 
Score: -3903203.250000 Penalty: 3136.739014
	Iteration 20F: 3 clusters Score -3903203 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 36074 members 
Entering Unmasked Estep 
Score: -3903492.500000 Penalty: 3136.739014
	Iteration 21Q: 3 clusters Score -3903492 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 36373 members 
Entering Unmasked Estep 
Score: -3903677.250000 Penalty: 3136.739014
	Iteration 22Q: 3 clusters Score -3903677 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 36565 members 
Entering Unmasked Estep 
Score: -3903801.750000 Penalty: 3136.739014
	Iteration 23Q: 3 clusters Score -3903802 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 36690 members 
Entering Unmasked Estep 
Score: -3903897.250000 Penalty: 3136.739014
	Iteration 24Q: 3 clusters Score -3903897 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 36801 members 
Entering Unmasked Estep 
Score: -3903974.750000 Penalty: 3136.739014
	Iteration 25Q: 3 clusters Score -3903975 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 36878 members 
Entering Unmasked Estep 
Score: -3904027.750000 Penalty: 3136.739014
	Iteration 26Q: 3 clusters Score -3904028 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 36931 members 
Entering Unmasked Estep 
Score: -3904058.000000 Penalty: 3136.739014
	Iteration 27Q: 3 clusters Score -3904058 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 36971 members 
Entering Unmasked Estep 
Score: -3904082.000000 Penalty: 3136.739014
	Iteration 28Q: 3 clusters Score -3904082 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 37007 members 
Entering Unmasked Estep 
Score: -3904103.000000 Penalty: 3136.739014
	Iteration 29Q: 3 clusters Score -3904103 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 37032 members 
Entering Unmasked Estep 
Score: -3904117.750000 Penalty: 3136.739014
	Iteration 30Q: 3 clusters Score -3904118 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 37059 members 
Entering Unmasked Estep 
Score: -3904144.750000 Penalty: 3136.739014
	Iteration 31Q: 3 clusters Score -3904145 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 37081 members 
Entering Unmasked Estep 
Score: -3904156.750000 Penalty: 3136.739014
	Iteration 32Q: 3 clusters Score -3904157 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 37102 members 
Entering Unmasked Estep 
Score: -3904182.250000 Penalty: 3136.739014
	Iteration 33Q: 3 clusters Score -3904182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 37118 members 
Entering Unmasked Estep 
Score: -3904192.250000 Penalty: 3136.739014
	Iteration 34Q: 3 clusters Score -3904192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 37125 members 
Entering Unmasked Estep 
Score: -3904196.000000 Penalty: 3136.739014
	Iteration 35Q: 3 clusters Score -3904196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 37128 members 
Entering Unmasked Estep 
Score: -3904195.250000 Penalty: 3136.739014
	Iteration 36Q: 3 clusters Score -3904195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 37129 members 
Entering Unmasked Estep 
Score: -3904192.500000 Penalty: 3136.739014
	Iteration 37Q: 3 clusters Score -3904192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 37134 members 
Entering Unmasked Estep 
Score: -3904200.250000 Penalty: 3136.739014
	Iteration 38Q: 3 clusters Score -3904200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 37137 members 
Entering Unmasked Estep 
Score: -3904202.750000 Penalty: 3136.739014
	Iteration 39Q: 3 clusters Score -3904203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 37140 members 
Entering Unmasked Estep 
Score: -3904200.500000 Penalty: 3136.739014
	Iteration 40F: 3 clusters Score -3904200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 37145 members 
Entering Unmasked Estep 
Score: -3904204.500000 Penalty: 3136.739014
	Iteration 41Q: 3 clusters Score -3904204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 37151 members 
Entering Unmasked Estep 
Score: -3904211.500000 Penalty: 3136.739014
	Iteration 42Q: 3 clusters Score -3904212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 37158 members 
Entering Unmasked Estep 
Score: -3904219.000000 Penalty: 3136.739014
	Iteration 43Q: 3 clusters Score -3904219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 37161 members 
Entering Unmasked Estep 
Score: -3904221.250000 Penalty: 3136.739014
	Iteration 44Q: 3 clusters Score -3904221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 37164 members 
Entering Unmasked Estep 
Score: -3904222.750000 Penalty: 3136.739014
	Iteration 45Q: 3 clusters Score -3904223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 37169 members 
Entering Unmasked Estep 
Score: -3904228.750000 Penalty: 3136.739014
	Iteration 46Q: 3 clusters Score -3904229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 37172 members 
Entering Unmasked Estep 
Score: -3904227.000000 Penalty: 3136.739014
	Iteration 47Q: 3 clusters Score -3904227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 37172 members 
Entering Unmasked Estep 
Score: -3904233.500000 Penalty: 3136.739014
	Iteration 48Q: 3 clusters Score -3904234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 37174 members 
Entering Unmasked Estep 
Score: -3904234.250000 Penalty: 3136.739014
	Iteration 49Q: 3 clusters Score -3904234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 37178 members 
Entering Unmasked Estep 
Score: -3904240.500000 Penalty: 3136.739014
	Iteration 50Q: 3 clusters Score -3904240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 37185 members 
Entering Unmasked Estep 
Score: -3904242.000000 Penalty: 3136.739014
	Iteration 51Q: 3 clusters Score -3904242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 37187 members 
Entering Unmasked Estep 
Score: -3904242.500000 Penalty: 3136.739014
	Iteration 52Q: 3 clusters Score -3904242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 37190 members 
Entering Unmasked Estep 
Score: -3904246.250000 Penalty: 3136.739014
	Iteration 53Q: 3 clusters Score -3904246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 37195 members 
Entering Unmasked Estep 
Score: -3904249.250000 Penalty: 3136.739014
	Iteration 54Q: 3 clusters Score -3904249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 37201 members 
Entering Unmasked Estep 
Score: -3904255.000000 Penalty: 3136.739014
	Iteration 55Q: 3 clusters Score -3904255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 37206 members 
Entering Unmasked Estep 
Score: -3904261.250000 Penalty: 3136.739014
	Iteration 56Q: 3 clusters Score -3904261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 37209 members 
Entering Unmasked Estep 
Score: -3904261.750000 Penalty: 3136.739014
	Iteration 57Q: 3 clusters Score -3904262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 37216 members 
Entering Unmasked Estep 
Score: -3904272.500000 Penalty: 3136.739014
	Iteration 58Q: 3 clusters Score -3904272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 37222 members 
Entering Unmasked Estep 
Score: -3904273.500000 Penalty: 3136.739014
	Iteration 59Q: 3 clusters Score -3904274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 37228 members 
Entering Unmasked Estep 
Score: -3904277.250000 Penalty: 3136.739014
	Iteration 60F: 3 clusters Score -3904277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 37233 members 
Entering Unmasked Estep 
Score: -3904280.000000 Penalty: 3136.739014
	Iteration 61Q: 3 clusters Score -3904280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 37235 members 
Entering Unmasked Estep 
Score: -3904279.750000 Penalty: 3136.739014
	Iteration 62Q: 3 clusters Score -3904280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 37238 members 
Entering Unmasked Estep 
Score: -3904277.250000 Penalty: 3136.739014
	Iteration 63Q: 3 clusters Score -3904277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 37241 members 
Entering Unmasked Estep 
Score: -3904283.000000 Penalty: 3136.739014
	Iteration 64Q: 3 clusters Score -3904283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 37243 members 
Entering Unmasked Estep 
Score: -3904287.750000 Penalty: 3136.739014
	Iteration 65Q: 3 clusters Score -3904288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 37244 members 
Entering Unmasked Estep 
Score: -3904287.250000 Penalty: 3136.739014
	Iteration 66Q: 3 clusters Score -3904287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 37246 members 
Entering Unmasked Estep 
Score: -3904289.250000 Penalty: 3136.739014
	Iteration 67Q: 3 clusters Score -3904289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 37246 members 
Entering Unmasked Estep 
Score: -3904289.250000 Penalty: 3136.739014
	Iteration 68F: 3 clusters Score -3904289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (19106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Entering Unmasked Estep 
Score: -1813475.125000 Penalty: 1466.834351
	Iteration 0F: 2 clusters Score -1813475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1800996.500000 Penalty: 2933.668701
	Iteration 0F: 3 clusters Score -1800996 nChanged 8307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1805415.125000 Penalty: 2933.668701
	Iteration 1F: 3 clusters Score -1805415 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1805847.750000 Penalty: 2933.668701
	Iteration 2F: 3 clusters Score -1805848 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1806222.000000 Penalty: 2933.668701
	Iteration 3Q: 3 clusters Score -1806222 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1806583.375000 Penalty: 2933.668701
	Iteration 4Q: 3 clusters Score -1806583 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1806901.375000 Penalty: 2933.668701
	Iteration 5Q: 3 clusters Score -1806901 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1807224.125000 Penalty: 2933.668701
	Iteration 6Q: 3 clusters Score -1807224 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1807481.875000 Penalty: 2933.668701
	Iteration 7Q: 3 clusters Score -1807482 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1807691.875000 Penalty: 2933.668701
	Iteration 8Q: 3 clusters Score -1807692 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1807876.250000 Penalty: 2933.668701
	Iteration 9Q: 3 clusters Score -1807876 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1808075.250000 Penalty: 2933.668701
	Iteration 10Q: 3 clusters Score -1808075 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1808272.250000 Penalty: 2933.668701
	Iteration 11Q: 3 clusters Score -1808272 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1808494.250000 Penalty: 2933.668701
	Iteration 12Q: 3 clusters Score -1808494 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1808777.000000 Penalty: 2933.668701
	Iteration 13Q: 3 clusters Score -1808777 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1809121.250000 Penalty: 2933.668701
	Iteration 14Q: 3 clusters Score -1809121 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1809590.500000 Penalty: 2933.668701
	Iteration 15Q: 3 clusters Score -1809590 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1810172.375000 Penalty: 2933.668701
	Iteration 16Q: 3 clusters Score -1810172 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1810883.875000 Penalty: 2933.668701
	Iteration 17Q: 3 clusters Score -1810884 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1811633.000000 Penalty: 2933.668701
	Iteration 18Q: 3 clusters Score -1811633 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1812333.750000 Penalty: 2933.668701
	Iteration 19Q: 3 clusters Score -1812334 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1812886.000000 Penalty: 2933.668701
	Iteration 20F: 3 clusters Score -1812886 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1813306.125000 Penalty: 2933.668701
	Iteration 21Q: 3 clusters Score -1813306 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1813623.000000 Penalty: 2933.668701
	Iteration 22Q: 3 clusters Score -1813623 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1813827.625000 Penalty: 2933.668701
	Iteration 23Q: 3 clusters Score -1813828 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1813967.750000 Penalty: 2933.668701
	Iteration 24Q: 3 clusters Score -1813968 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1814045.250000 Penalty: 2933.668701
	Iteration 25Q: 3 clusters Score -1814045 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1814093.000000 Penalty: 2933.668701
	Iteration 26Q: 3 clusters Score -1814093 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1814133.250000 Penalty: 2933.668701
	Iteration 27Q: 3 clusters Score -1814133 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1814148.375000 Penalty: 2933.668701
	Iteration 28Q: 3 clusters Score -1814148 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1814154.750000 Penalty: 2933.668701
	Iteration 29Q: 3 clusters Score -1814155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1814158.375000 Penalty: 2933.668701
	Iteration 30Q: 3 clusters Score -1814158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1814164.375000 Penalty: 2933.668701
	Iteration 31Q: 3 clusters Score -1814164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1814165.375000 Penalty: 2933.668701
	Iteration 32Q: 3 clusters Score -1814165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1814170.625000 Penalty: 2933.668701
	Iteration 33Q: 3 clusters Score -1814171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1814171.250000 Penalty: 2933.668701
	Iteration 34Q: 3 clusters Score -1814171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1814172.000000 Penalty: 2933.668701
	Iteration 35Q: 3 clusters Score -1814172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1814171.625000 Penalty: 2933.668701
	Iteration 36Q: 3 clusters Score -1814172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1814172.750000 Penalty: 2933.668701
	Iteration 37Q: 3 clusters Score -1814173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1814171.875000 Penalty: 2933.668701
	Iteration 38Q: 3 clusters Score -1814172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1814171.875000 Penalty: 2933.668701
	Iteration 39F: 3 clusters Score -1814172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 61635 members 
Mstep: Class 2 contains 10048 members 
Mstep: Class 3 contains 6963 members 
Mstep: Class 4 contains 48211 members 
Mstep: Class 5 contains 8817 members 
Mstep: Class 6 contains 11502 members 
Mstep: Class 7 contains 58871 members 
Mstep: Class 8 contains 11152 members 
Mstep: Class 9 contains 11162 members 
Mstep: Class 10 contains 11430 members 
Mstep: Class 11 contains 10385 members 
Mstep: Class 12 contains 7257 members 
Mstep: Class 13 contains 18998 members 
Mstep: Class 14 contains 37849 members 
Mstep: Class 15 contains 17079 members 
Mstep: Class 16 contains 24059 members 
Mstep: Class 17 contains 28695 members 
Mstep: Class 18 contains 20067 members 
Mstep: Class 19 contains 1452 members 
Mstep: Class 20 contains 200895 members 
Mstep: Class 21 contains 36111 members 
Mstep: Class 22 contains 1951 members 
Mstep: Class 23 contains 6508 members 
Mstep: Class 24 contains 1815 members 
Mstep: Class 25 contains 35245 members 
Mstep: Class 26 contains 6425 members 
Mstep: Class 27 contains 14653 members 
Mstep: Class 28 contains 21002 members 
Mstep: Class 29 contains 37802 members 
Mstep: Class 30 contains 17990 members 
Mstep: Class 31 contains 8880 members 
Mstep: Class 32 contains 1043 members 
Mstep: Class 33 contains 8078 members 
Mstep: Class 34 contains 3941 members 
Mstep: Class 35 contains 293 members 
Mstep: Class 36 contains 2543 members 
Mstep: Class 37 contains 4188 members 
Mstep: Class 38 contains 3333 members 
Mstep: Class 39 contains 33241 members 
Mstep: Class 40 contains 18305 members 
Mstep: Class 41 contains 16106 members 
Mstep: Class 42 contains 3029 members 
Mstep: Class 43 contains 2661 members 
Mstep: Class 44 contains 5089 members 
Mstep: Class 45 contains 1889 members 
Mstep: Class 46 contains 1116 members 
Entering Unmasked Estep 
Score: -88117096.000000 Penalty: 93841.789062
Splitting cluster 30 changes total score from -88116536.000000 to -88117096.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 31 (8880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Entering Unmasked Estep 
Score: -902522.062500 Penalty: 1352.823608
	Iteration 0F: 2 clusters Score -902522.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -896433.000000 Penalty: 2705.647217
	Iteration 0F: 3 clusters Score -896433 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -898542.812500 Penalty: 2705.647217
	Iteration 1F: 3 clusters Score -898542.8 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -898827.437500 Penalty: 2705.647217
	Iteration 2F: 3 clusters Score -898827.4 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -898989.875000 Penalty: 2705.647217
	Iteration 3Q: 3 clusters Score -898989.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -899091.937500 Penalty: 2705.647217
	Iteration 4Q: 3 clusters Score -899091.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -899167.312500 Penalty: 2705.647217
	Iteration 5Q: 3 clusters Score -899167.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -899240.812500 Penalty: 2705.647217
	Iteration 6Q: 3 clusters Score -899240.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -899321.687500 Penalty: 2705.647217
	Iteration 7Q: 3 clusters Score -899321.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -899405.312500 Penalty: 2705.647217
	Iteration 8Q: 3 clusters Score -899405.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -899512.062500 Penalty: 2705.647217
	Iteration 9Q: 3 clusters Score -899512.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -899618.312500 Penalty: 2705.647217
	Iteration 10Q: 3 clusters Score -899618.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -899739.750000 Penalty: 2705.647217
	Iteration 11Q: 3 clusters Score -899739.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -899874.125000 Penalty: 2705.647217
	Iteration 12Q: 3 clusters Score -899874.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -900034.375000 Penalty: 2705.647217
	Iteration 13Q: 3 clusters Score -900034.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -900209.375000 Penalty: 2705.647217
	Iteration 14Q: 3 clusters Score -900209.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -900390.812500 Penalty: 2705.647217
	Iteration 15Q: 3 clusters Score -900390.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -900575.875000 Penalty: 2705.647217
	Iteration 16Q: 3 clusters Score -900575.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -900747.500000 Penalty: 2705.647217
	Iteration 17Q: 3 clusters Score -900747.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -900903.750000 Penalty: 2705.647217
	Iteration 18Q: 3 clusters Score -900903.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -901041.375000 Penalty: 2705.647217
	Iteration 19Q: 3 clusters Score -901041.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -901146.812500 Penalty: 2705.647217
	Iteration 20F: 3 clusters Score -901146.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -901226.625000 Penalty: 2705.647217
	Iteration 21Q: 3 clusters Score -901226.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -901284.000000 Penalty: 2705.647217
	Iteration 22Q: 3 clusters Score -901284 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -901334.000000 Penalty: 2705.647217
	Iteration 23Q: 3 clusters Score -901334 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -901362.062500 Penalty: 2705.647217
	Iteration 24Q: 3 clusters Score -901362.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -901389.250000 Penalty: 2705.647217
	Iteration 25Q: 3 clusters Score -901389.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -901420.437500 Penalty: 2705.647217
	Iteration 26Q: 3 clusters Score -901420.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -901444.875000 Penalty: 2705.647217
	Iteration 27Q: 3 clusters Score -901444.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -901466.125000 Penalty: 2705.647217
	Iteration 28Q: 3 clusters Score -901466.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -901483.500000 Penalty: 2705.647217
	Iteration 29Q: 3 clusters Score -901483.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -901497.312500 Penalty: 2705.647217
	Iteration 30Q: 3 clusters Score -901497.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -901512.625000 Penalty: 2705.647217
	Iteration 31Q: 3 clusters Score -901512.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -901517.937500 Penalty: 2705.647217
	Iteration 32Q: 3 clusters Score -901517.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -901521.937500 Penalty: 2705.647217
	Iteration 33Q: 3 clusters Score -901521.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -901525.750000 Penalty: 2705.647217
	Iteration 34Q: 3 clusters Score -901525.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -901527.312500 Penalty: 2705.647217
	Iteration 35Q: 3 clusters Score -901527.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -901532.250000 Penalty: 2705.647217
	Iteration 36Q: 3 clusters Score -901532.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -901532.187500 Penalty: 2705.647217
	Iteration 37Q: 3 clusters Score -901532.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -901532.937500 Penalty: 2705.647217
	Iteration 38Q: 3 clusters Score -901532.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -901533.625000 Penalty: 2705.647217
	Iteration 39Q: 3 clusters Score -901533.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -901533.625000 Penalty: 2705.647217
	Iteration 40F: 3 clusters Score -901533.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Entering Unmasked Estep 
Score: -93831.875000 Penalty: 1034.138672
	Iteration 0F: 2 clusters Score -93831.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -92567.789062 Penalty: 2068.277344
	Iteration 0F: 3 clusters Score -92567.79 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -92860.882812 Penalty: 2068.277344
	Iteration 1F: 3 clusters Score -92860.88 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -92949.562500 Penalty: 2068.277344
	Iteration 2F: 3 clusters Score -92949.56 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -92987.468750 Penalty: 2068.277344
	Iteration 3Q: 3 clusters Score -92987.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -93004.867188 Penalty: 2068.277344
	Iteration 4Q: 3 clusters Score -93004.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -93023.476562 Penalty: 2068.277344
	Iteration 5Q: 3 clusters Score -93023.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -93036.234375 Penalty: 2068.277344
	Iteration 6Q: 3 clusters Score -93036.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -93042.523438 Penalty: 2068.277344
	Iteration 7Q: 3 clusters Score -93042.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -93048.617188 Penalty: 2068.277344
	Iteration 8Q: 3 clusters Score -93048.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -93056.367188 Penalty: 2068.277344
	Iteration 9Q: 3 clusters Score -93056.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -93059.210938 Penalty: 2068.277344
	Iteration 10Q: 3 clusters Score -93059.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -93067.312500 Penalty: 2068.277344
	Iteration 11Q: 3 clusters Score -93067.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -93071.648438 Penalty: 2068.277344
	Iteration 12Q: 3 clusters Score -93071.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -93075.382812 Penalty: 2068.277344
	Iteration 13Q: 3 clusters Score -93075.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -93083.257812 Penalty: 2068.277344
	Iteration 14Q: 3 clusters Score -93083.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -93086.773438 Penalty: 2068.277344
	Iteration 15Q: 3 clusters Score -93086.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -93088.210938 Penalty: 2068.277344
	Iteration 16Q: 3 clusters Score -93088.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -93088.210938 Penalty: 2068.277344
	Iteration 17F: 3 clusters Score -93088.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (8078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Entering Unmasked Estep 
Score: -837671.625000 Penalty: 1338.738647
	Iteration 0F: 2 clusters Score -837671.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -832124.687500 Penalty: 2677.477295
	Iteration 0F: 3 clusters Score -832124.7 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -833854.937500 Penalty: 2677.477295
	Iteration 1F: 3 clusters Score -833854.9 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -834164.937500 Penalty: 2677.477295
	Iteration 2F: 3 clusters Score -834164.9 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -834459.312500 Penalty: 2677.477295
	Iteration 3F: 3 clusters Score -834459.3 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -834775.375000 Penalty: 2677.477295
	Iteration 4F: 3 clusters Score -834775.4 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -835097.500000 Penalty: 2677.477295
	Iteration 5F: 3 clusters Score -835097.5 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -835385.562500 Penalty: 2677.477295
	Iteration 6F: 3 clusters Score -835385.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -835660.625000 Penalty: 2677.477295
	Iteration 7Q: 3 clusters Score -835660.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -835868.062500 Penalty: 2677.477295
	Iteration 8Q: 3 clusters Score -835868.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -836018.750000 Penalty: 2677.477295
	Iteration 9Q: 3 clusters Score -836018.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -836129.500000 Penalty: 2677.477295
	Iteration 10Q: 3 clusters Score -836129.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -836211.500000 Penalty: 2677.477295
	Iteration 11Q: 3 clusters Score -836211.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -836280.500000 Penalty: 2677.477295
	Iteration 12Q: 3 clusters Score -836280.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -836335.562500 Penalty: 2677.477295
	Iteration 13Q: 3 clusters Score -836335.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -836370.125000 Penalty: 2677.477295
	Iteration 14Q: 3 clusters Score -836370.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -836400.812500 Penalty: 2677.477295
	Iteration 15Q: 3 clusters Score -836400.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -836426.250000 Penalty: 2677.477295
	Iteration 16Q: 3 clusters Score -836426.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -836449.812500 Penalty: 2677.477295
	Iteration 17Q: 3 clusters Score -836449.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -836469.875000 Penalty: 2677.477295
	Iteration 18Q: 3 clusters Score -836469.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -836488.312500 Penalty: 2677.477295
	Iteration 19Q: 3 clusters Score -836488.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -836500.375000 Penalty: 2677.477295
	Iteration 20F: 3 clusters Score -836500.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -836507.437500 Penalty: 2677.477295
	Iteration 21Q: 3 clusters Score -836507.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -836517.562500 Penalty: 2677.477295
	Iteration 22Q: 3 clusters Score -836517.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -836521.187500 Penalty: 2677.477295
	Iteration 23Q: 3 clusters Score -836521.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -836525.437500 Penalty: 2677.477295
	Iteration 24Q: 3 clusters Score -836525.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -836533.562500 Penalty: 2677.477295
	Iteration 25Q: 3 clusters Score -836533.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -836533.812500 Penalty: 2677.477295
	Iteration 26Q: 3 clusters Score -836533.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -836541.000000 Penalty: 2677.477295
	Iteration 27Q: 3 clusters Score -836541 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -836545.187500 Penalty: 2677.477295
	Iteration 28Q: 3 clusters Score -836545.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -836550.562500 Penalty: 2677.477295
	Iteration 29Q: 3 clusters Score -836550.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -836557.437500 Penalty: 2677.477295
	Iteration 30Q: 3 clusters Score -836557.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -836566.625000 Penalty: 2677.477295
	Iteration 31Q: 3 clusters Score -836566.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -836572.750000 Penalty: 2677.477295
	Iteration 32Q: 3 clusters Score -836572.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -836578.062500 Penalty: 2677.477295
	Iteration 33Q: 3 clusters Score -836578.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -836587.625000 Penalty: 2677.477295
	Iteration 34Q: 3 clusters Score -836587.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -836595.000000 Penalty: 2677.477295
	Iteration 35Q: 3 clusters Score -836595 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -836597.375000 Penalty: 2677.477295
	Iteration 36Q: 3 clusters Score -836597.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -836599.187500 Penalty: 2677.477295
	Iteration 37Q: 3 clusters Score -836599.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -836601.375000 Penalty: 2677.477295
	Iteration 38Q: 3 clusters Score -836601.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -836605.437500 Penalty: 2677.477295
	Iteration 39Q: 3 clusters Score -836605.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -836606.000000 Penalty: 2677.477295
	Iteration 40F: 3 clusters Score -836606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -836609.812500 Penalty: 2677.477295
	Iteration 41Q: 3 clusters Score -836609.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -836612.875000 Penalty: 2677.477295
	Iteration 42Q: 3 clusters Score -836612.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -836615.375000 Penalty: 2677.477295
	Iteration 43Q: 3 clusters Score -836615.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -836618.062500 Penalty: 2677.477295
	Iteration 44Q: 3 clusters Score -836618.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -836619.437500 Penalty: 2677.477295
	Iteration 45Q: 3 clusters Score -836619.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -836619.875000 Penalty: 2677.477295
	Iteration 46Q: 3 clusters Score -836619.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -836620.250000 Penalty: 2677.477295
	Iteration 47Q: 3 clusters Score -836620.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -836620.250000 Penalty: 2677.477295
	Iteration 48F: 3 clusters Score -836620.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Entering Unmasked Estep 
Score: -375525.218750 Penalty: 1231.943481
	Iteration 0F: 2 clusters Score -375525.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -372558.843750 Penalty: 2463.886963
	Iteration 0F: 3 clusters Score -372558.8 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -373508.437500 Penalty: 2463.886963
	Iteration 1F: 3 clusters Score -373508.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -373828.593750 Penalty: 2463.886963
	Iteration 2F: 3 clusters Score -373828.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -374054.875000 Penalty: 2463.886963
	Iteration 3F: 3 clusters Score -374054.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -374236.687500 Penalty: 2463.886963
	Iteration 4Q: 3 clusters Score -374236.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -374397.156250 Penalty: 2463.886963
	Iteration 5Q: 3 clusters Score -374397.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -374525.218750 Penalty: 2463.886963
	Iteration 6Q: 3 clusters Score -374525.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -374638.937500 Penalty: 2463.886963
	Iteration 7Q: 3 clusters Score -374638.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -374765.656250 Penalty: 2463.886963
	Iteration 8Q: 3 clusters Score -374765.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -374867.281250 Penalty: 2463.886963
	Iteration 9Q: 3 clusters Score -374867.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -374945.875000 Penalty: 2463.886963
	Iteration 10Q: 3 clusters Score -374945.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -375011.000000 Penalty: 2463.886963
	Iteration 11Q: 3 clusters Score -375011 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -375070.656250 Penalty: 2463.886963
	Iteration 12Q: 3 clusters Score -375070.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -375105.625000 Penalty: 2463.886963
	Iteration 13Q: 3 clusters Score -375105.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -375122.812500 Penalty: 2463.886963
	Iteration 14Q: 3 clusters Score -375122.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -375133.843750 Penalty: 2463.886963
	Iteration 15Q: 3 clusters Score -375133.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -375142.750000 Penalty: 2463.886963
	Iteration 16Q: 3 clusters Score -375142.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -375149.750000 Penalty: 2463.886963
	Iteration 17Q: 3 clusters Score -375149.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -375156.875000 Penalty: 2463.886963
	Iteration 18Q: 3 clusters Score -375156.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -375163.375000 Penalty: 2463.886963
	Iteration 19Q: 3 clusters Score -375163.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -375164.281250 Penalty: 2463.886963
	Iteration 20F: 3 clusters Score -375164.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -375166.656250 Penalty: 2463.886963
	Iteration 21Q: 3 clusters Score -375166.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -375169.781250 Penalty: 2463.886963
	Iteration 22Q: 3 clusters Score -375169.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -375172.906250 Penalty: 2463.886963
	Iteration 23Q: 3 clusters Score -375172.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -375176.750000 Penalty: 2463.886963
	Iteration 24Q: 3 clusters Score -375176.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -375178.562500 Penalty: 2463.886963
	Iteration 25Q: 3 clusters Score -375178.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -375179.625000 Penalty: 2463.886963
	Iteration 26Q: 3 clusters Score -375179.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -375180.687500 Penalty: 2463.886963
	Iteration 27Q: 3 clusters Score -375180.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -375181.218750 Penalty: 2463.886963
	Iteration 28Q: 3 clusters Score -375181.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -375182.437500 Penalty: 2463.886963
	Iteration 29Q: 3 clusters Score -375182.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -375183.218750 Penalty: 2463.886963
	Iteration 30Q: 3 clusters Score -375183.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -375184.718750 Penalty: 2463.886963
	Iteration 31Q: 3 clusters Score -375184.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -375184.312500 Penalty: 2463.886963
	Iteration 32Q: 3 clusters Score -375184.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -375184.312500 Penalty: 2463.886963
	Iteration 33F: 3 clusters Score -375184.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Entering Unmasked Estep 
Score: -25029.066406 Penalty: 845.209656
	Iteration 0F: 2 clusters Score -25029.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -24356.435547 Penalty: 1690.419312
	Iteration 0F: 3 clusters Score -24356.44 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -24493.113281 Penalty: 1690.419312
	Iteration 1F: 3 clusters Score -24493.11 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -24560.832031 Penalty: 1690.419312
	Iteration 2F: 3 clusters Score -24560.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -24602.496094 Penalty: 1690.419312
	Iteration 3Q: 3 clusters Score -24602.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -24660.865234 Penalty: 1690.419312
	Iteration 4Q: 3 clusters Score -24660.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -24750.527344 Penalty: 1690.419312
	Iteration 5Q: 3 clusters Score -24750.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -24801.802734 Penalty: 1690.419312
	Iteration 6Q: 3 clusters Score -24801.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -24850.867188 Penalty: 1690.419312
	Iteration 7Q: 3 clusters Score -24850.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -24926.927734 Penalty: 1690.419312
	Iteration 8Q: 3 clusters Score -24926.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -24946.316406 Penalty: 1690.419312
	Iteration 9Q: 3 clusters Score -24946.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -24956.103516 Penalty: 1690.419312
	Iteration 10Q: 3 clusters Score -24956.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -24956.103516 Penalty: 1690.419312
	Iteration 11F: 3 clusters Score -24956.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Entering Unmasked Estep 
Score: -240960.421875 Penalty: 1166.755615
	Iteration 0F: 2 clusters Score -240960.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -238768.093750 Penalty: 2333.511230
	Iteration 0F: 3 clusters Score -238768.1 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -239367.703125 Penalty: 2333.511230
	Iteration 1F: 3 clusters Score -239367.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -239559.656250 Penalty: 2333.511230
	Iteration 2F: 3 clusters Score -239559.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -239663.328125 Penalty: 2333.511230
	Iteration 3Q: 3 clusters Score -239663.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -239726.109375 Penalty: 2333.511230
	Iteration 4Q: 3 clusters Score -239726.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -239776.656250 Penalty: 2333.511230
	Iteration 5Q: 3 clusters Score -239776.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -239819.218750 Penalty: 2333.511230
	Iteration 6Q: 3 clusters Score -239819.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -239859.640625 Penalty: 2333.511230
	Iteration 7Q: 3 clusters Score -239859.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -239899.562500 Penalty: 2333.511230
	Iteration 8Q: 3 clusters Score -239899.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -239925.015625 Penalty: 2333.511230
	Iteration 9Q: 3 clusters Score -239925 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -239950.296875 Penalty: 2333.511230
	Iteration 10Q: 3 clusters Score -239950.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -239975.718750 Penalty: 2333.511230
	Iteration 11Q: 3 clusters Score -239975.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -239997.687500 Penalty: 2333.511230
	Iteration 12Q: 3 clusters Score -239997.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -240020.843750 Penalty: 2333.511230
	Iteration 13Q: 3 clusters Score -240020.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -240039.343750 Penalty: 2333.511230
	Iteration 14Q: 3 clusters Score -240039.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -240062.984375 Penalty: 2333.511230
	Iteration 15Q: 3 clusters Score -240063 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -240077.234375 Penalty: 2333.511230
	Iteration 16Q: 3 clusters Score -240077.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -240094.468750 Penalty: 2333.511230
	Iteration 17Q: 3 clusters Score -240094.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -240112.109375 Penalty: 2333.511230
	Iteration 18Q: 3 clusters Score -240112.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -240136.406250 Penalty: 2333.511230
	Iteration 19Q: 3 clusters Score -240136.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -240160.468750 Penalty: 2333.511230
	Iteration 20F: 3 clusters Score -240160.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -240190.828125 Penalty: 2333.511230
	Iteration 21Q: 3 clusters Score -240190.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -240210.703125 Penalty: 2333.511230
	Iteration 22Q: 3 clusters Score -240210.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -240236.296875 Penalty: 2333.511230
	Iteration 23Q: 3 clusters Score -240236.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -240260.890625 Penalty: 2333.511230
	Iteration 24Q: 3 clusters Score -240260.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -240285.125000 Penalty: 2333.511230
	Iteration 25Q: 3 clusters Score -240285.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -240306.265625 Penalty: 2333.511230
	Iteration 26Q: 3 clusters Score -240306.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -240338.250000 Penalty: 2333.511230
	Iteration 27Q: 3 clusters Score -240338.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -240374.671875 Penalty: 2333.511230
	Iteration 28Q: 3 clusters Score -240374.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -240396.187500 Penalty: 2333.511230
	Iteration 29Q: 3 clusters Score -240396.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -240416.156250 Penalty: 2333.511230
	Iteration 30Q: 3 clusters Score -240416.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -240440.531250 Penalty: 2333.511230
	Iteration 31Q: 3 clusters Score -240440.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -240465.531250 Penalty: 2333.511230
	Iteration 32Q: 3 clusters Score -240465.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -240491.625000 Penalty: 2333.511230
	Iteration 33Q: 3 clusters Score -240491.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -240530.421875 Penalty: 2333.511230
	Iteration 34Q: 3 clusters Score -240530.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -240579.796875 Penalty: 2333.511230
	Iteration 35Q: 3 clusters Score -240579.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -240623.968750 Penalty: 2333.511230
	Iteration 36Q: 3 clusters Score -240624 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -240647.328125 Penalty: 2333.511230
	Iteration 37Q: 3 clusters Score -240647.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -240660.703125 Penalty: 2333.511230
	Iteration 38Q: 3 clusters Score -240660.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -240683.328125 Penalty: 2333.511230
	Iteration 39Q: 3 clusters Score -240683.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -240710.031250 Penalty: 2333.511230
	Iteration 40F: 3 clusters Score -240710 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -240740.484375 Penalty: 2333.511230
	Iteration 41Q: 3 clusters Score -240740.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -240763.921875 Penalty: 2333.511230
	Iteration 42Q: 3 clusters Score -240763.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -240795.406250 Penalty: 2333.511230
	Iteration 43Q: 3 clusters Score -240795.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -240826.031250 Penalty: 2333.511230
	Iteration 44Q: 3 clusters Score -240826 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -240853.500000 Penalty: 2333.511230
	Iteration 45Q: 3 clusters Score -240853.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -240867.859375 Penalty: 2333.511230
	Iteration 46Q: 3 clusters Score -240867.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -240879.625000 Penalty: 2333.511230
	Iteration 47Q: 3 clusters Score -240879.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -240884.718750 Penalty: 2333.511230
	Iteration 48Q: 3 clusters Score -240884.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -240888.000000 Penalty: 2333.511230
	Iteration 49Q: 3 clusters Score -240888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -240894.031250 Penalty: 2333.511230
	Iteration 50Q: 3 clusters Score -240894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -240900.921875 Penalty: 2333.511230
	Iteration 51Q: 3 clusters Score -240900.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -240905.281250 Penalty: 2333.511230
	Iteration 52Q: 3 clusters Score -240905.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -240913.468750 Penalty: 2333.511230
	Iteration 53Q: 3 clusters Score -240913.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -240924.281250 Penalty: 2333.511230
	Iteration 54Q: 3 clusters Score -240924.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -240931.703125 Penalty: 2333.511230
	Iteration 55Q: 3 clusters Score -240931.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -240938.031250 Penalty: 2333.511230
	Iteration 56Q: 3 clusters Score -240938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -240940.875000 Penalty: 2333.511230
	Iteration 57Q: 3 clusters Score -240940.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -240942.109375 Penalty: 2333.511230
	Iteration 58Q: 3 clusters Score -240942.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -240942.375000 Penalty: 2333.511230
	Iteration 59Q: 3 clusters Score -240942.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -240943.828125 Penalty: 2333.511230
	Iteration 60F: 3 clusters Score -240943.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -240945.328125 Penalty: 2333.511230
	Iteration 61Q: 3 clusters Score -240945.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -240946.156250 Penalty: 2333.511230
	Iteration 62Q: 3 clusters Score -240946.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -240946.156250 Penalty: 2333.511230
	Iteration 63F: 3 clusters Score -240946.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (4188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Entering Unmasked Estep 
Score: -399763.031250 Penalty: 1240.988770
	Iteration 0F: 2 clusters Score -399763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -396542.156250 Penalty: 2481.977539
	Iteration 0F: 3 clusters Score -396542.2 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -397443.156250 Penalty: 2481.977539
	Iteration 1F: 3 clusters Score -397443.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -397674.906250 Penalty: 2481.977539
	Iteration 2F: 3 clusters Score -397674.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -397818.093750 Penalty: 2481.977539
	Iteration 3F: 3 clusters Score -397818.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -397924.531250 Penalty: 2481.977539
	Iteration 4Q: 3 clusters Score -397924.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -398016.250000 Penalty: 2481.977539
	Iteration 5Q: 3 clusters Score -398016.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -398093.125000 Penalty: 2481.977539
	Iteration 6Q: 3 clusters Score -398093.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -398149.812500 Penalty: 2481.977539
	Iteration 7Q: 3 clusters Score -398149.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -398192.187500 Penalty: 2481.977539
	Iteration 8Q: 3 clusters Score -398192.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -398236.906250 Penalty: 2481.977539
	Iteration 9Q: 3 clusters Score -398236.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -398278.781250 Penalty: 2481.977539
	Iteration 10Q: 3 clusters Score -398278.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -398314.656250 Penalty: 2481.977539
	Iteration 11Q: 3 clusters Score -398314.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -398338.125000 Penalty: 2481.977539
	Iteration 12Q: 3 clusters Score -398338.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -398367.468750 Penalty: 2481.977539
	Iteration 13Q: 3 clusters Score -398367.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -398393.812500 Penalty: 2481.977539
	Iteration 14Q: 3 clusters Score -398393.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -398422.500000 Penalty: 2481.977539
	Iteration 15Q: 3 clusters Score -398422.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -398454.031250 Penalty: 2481.977539
	Iteration 16Q: 3 clusters Score -398454 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -398493.593750 Penalty: 2481.977539
	Iteration 17Q: 3 clusters Score -398493.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -398532.031250 Penalty: 2481.977539
	Iteration 18Q: 3 clusters Score -398532 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -398574.156250 Penalty: 2481.977539
	Iteration 19Q: 3 clusters Score -398574.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -398615.656250 Penalty: 2481.977539
	Iteration 20F: 3 clusters Score -398615.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -398661.562500 Penalty: 2481.977539
	Iteration 21Q: 3 clusters Score -398661.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -398700.125000 Penalty: 2481.977539
	Iteration 22Q: 3 clusters Score -398700.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -398731.468750 Penalty: 2481.977539
	Iteration 23Q: 3 clusters Score -398731.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -398761.968750 Penalty: 2481.977539
	Iteration 24Q: 3 clusters Score -398762 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -398792.406250 Penalty: 2481.977539
	Iteration 25Q: 3 clusters Score -398792.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -398825.062500 Penalty: 2481.977539
	Iteration 26Q: 3 clusters Score -398825.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -398860.625000 Penalty: 2481.977539
	Iteration 27Q: 3 clusters Score -398860.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -398898.968750 Penalty: 2481.977539
	Iteration 28Q: 3 clusters Score -398899 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -398929.312500 Penalty: 2481.977539
	Iteration 29Q: 3 clusters Score -398929.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -398950.781250 Penalty: 2481.977539
	Iteration 30Q: 3 clusters Score -398950.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -398970.937500 Penalty: 2481.977539
	Iteration 31Q: 3 clusters Score -398970.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -398986.250000 Penalty: 2481.977539
	Iteration 32Q: 3 clusters Score -398986.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -399001.406250 Penalty: 2481.977539
	Iteration 33Q: 3 clusters Score -399001.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -399018.500000 Penalty: 2481.977539
	Iteration 34Q: 3 clusters Score -399018.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -399043.593750 Penalty: 2481.977539
	Iteration 35Q: 3 clusters Score -399043.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -399070.468750 Penalty: 2481.977539
	Iteration 36Q: 3 clusters Score -399070.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -399105.906250 Penalty: 2481.977539
	Iteration 37Q: 3 clusters Score -399105.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -399145.531250 Penalty: 2481.977539
	Iteration 38Q: 3 clusters Score -399145.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -399180.906250 Penalty: 2481.977539
	Iteration 39Q: 3 clusters Score -399180.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -399205.781250 Penalty: 2481.977539
	Iteration 40F: 3 clusters Score -399205.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -399220.031250 Penalty: 2481.977539
	Iteration 41Q: 3 clusters Score -399220 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -399231.187500 Penalty: 2481.977539
	Iteration 42Q: 3 clusters Score -399231.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -399241.218750 Penalty: 2481.977539
	Iteration 43Q: 3 clusters Score -399241.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -399248.531250 Penalty: 2481.977539
	Iteration 44Q: 3 clusters Score -399248.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -399256.312500 Penalty: 2481.977539
	Iteration 45Q: 3 clusters Score -399256.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -399264.312500 Penalty: 2481.977539
	Iteration 46Q: 3 clusters Score -399264.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -399275.031250 Penalty: 2481.977539
	Iteration 47Q: 3 clusters Score -399275 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -399280.625000 Penalty: 2481.977539
	Iteration 48Q: 3 clusters Score -399280.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -399287.937500 Penalty: 2481.977539
	Iteration 49Q: 3 clusters Score -399287.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -399292.375000 Penalty: 2481.977539
	Iteration 50Q: 3 clusters Score -399292.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -399297.031250 Penalty: 2481.977539
	Iteration 51Q: 3 clusters Score -399297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -399300.156250 Penalty: 2481.977539
	Iteration 52Q: 3 clusters Score -399300.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -399299.437500 Penalty: 2481.977539
	Iteration 53Q: 3 clusters Score -399299.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -399299.562500 Penalty: 2481.977539
	Iteration 54Q: 3 clusters Score -399299.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -399299.750000 Penalty: 2481.977539
	Iteration 55Q: 3 clusters Score -399299.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -399301.781250 Penalty: 2481.977539
	Iteration 56Q: 3 clusters Score -399301.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -399303.781250 Penalty: 2481.977539
	Iteration 57Q: 3 clusters Score -399303.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -399306.625000 Penalty: 2481.977539
	Iteration 58Q: 3 clusters Score -399306.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -399309.406250 Penalty: 2481.977539
	Iteration 59Q: 3 clusters Score -399309.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -399312.500000 Penalty: 2481.977539
	Iteration 60F: 3 clusters Score -399312.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -399317.156250 Penalty: 2481.977539
	Iteration 61Q: 3 clusters Score -399317.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -399325.937500 Penalty: 2481.977539
	Iteration 62Q: 3 clusters Score -399325.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -399333.906250 Penalty: 2481.977539
	Iteration 63Q: 3 clusters Score -399333.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -399336.750000 Penalty: 2481.977539
	Iteration 64Q: 3 clusters Score -399336.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -399338.406250 Penalty: 2481.977539
	Iteration 65Q: 3 clusters Score -399338.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -399340.562500 Penalty: 2481.977539
	Iteration 66Q: 3 clusters Score -399340.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -399340.906250 Penalty: 2481.977539
	Iteration 67Q: 3 clusters Score -399340.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -399341.468750 Penalty: 2481.977539
	Iteration 68Q: 3 clusters Score -399341.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -399341.781250 Penalty: 2481.977539
	Iteration 69Q: 3 clusters Score -399341.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -399342.281250 Penalty: 2481.977539
	Iteration 70Q: 3 clusters Score -399342.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -399342.375000 Penalty: 2481.977539
	Iteration 71Q: 3 clusters Score -399342.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -399342.375000 Penalty: 2481.977539
	Iteration 72F: 3 clusters Score -399342.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Entering Unmasked Estep 
Score: -309325.843750 Penalty: 1207.010376
	Iteration 0F: 2 clusters Score -309325.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -306617.312500 Penalty: 2414.020752
	Iteration 0F: 3 clusters Score -306617.3 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -307419.312500 Penalty: 2414.020752
	Iteration 1F: 3 clusters Score -307419.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -307603.250000 Penalty: 2414.020752
	Iteration 2F: 3 clusters Score -307603.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -307721.562500 Penalty: 2414.020752
	Iteration 3Q: 3 clusters Score -307721.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -307805.812500 Penalty: 2414.020752
	Iteration 4Q: 3 clusters Score -307805.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -307888.687500 Penalty: 2414.020752
	Iteration 5Q: 3 clusters Score -307888.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -307963.031250 Penalty: 2414.020752
	Iteration 6Q: 3 clusters Score -307963 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -308029.781250 Penalty: 2414.020752
	Iteration 7Q: 3 clusters Score -308029.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -308083.968750 Penalty: 2414.020752
	Iteration 8Q: 3 clusters Score -308084 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -308129.656250 Penalty: 2414.020752
	Iteration 9Q: 3 clusters Score -308129.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -308166.000000 Penalty: 2414.020752
	Iteration 10Q: 3 clusters Score -308166 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -308203.125000 Penalty: 2414.020752
	Iteration 11Q: 3 clusters Score -308203.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -308231.500000 Penalty: 2414.020752
	Iteration 12Q: 3 clusters Score -308231.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -308252.531250 Penalty: 2414.020752
	Iteration 13Q: 3 clusters Score -308252.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -308265.718750 Penalty: 2414.020752
	Iteration 14Q: 3 clusters Score -308265.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -308272.250000 Penalty: 2414.020752
	Iteration 15Q: 3 clusters Score -308272.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -308275.812500 Penalty: 2414.020752
	Iteration 16Q: 3 clusters Score -308275.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -308279.312500 Penalty: 2414.020752
	Iteration 17Q: 3 clusters Score -308279.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -308279.937500 Penalty: 2414.020752
	Iteration 18Q: 3 clusters Score -308279.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -308279.937500 Penalty: 2414.020752
	Iteration 19F: 3 clusters Score -308279.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (33241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33241 members 
Entering Unmasked Estep 
Score: -3462138.000000 Penalty: 1549.237061
	Iteration 0F: 2 clusters Score -3462138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -3440427.250000 Penalty: 3098.474121
	Iteration 0F: 3 clusters Score -3440427 nChanged 15027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -3448698.500000 Penalty: 3098.474121
	Iteration 1F: 3 clusters Score -3448698 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -3449269.000000 Penalty: 3098.474121
	Iteration 2Q: 3 clusters Score -3449269 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -3449797.500000 Penalty: 3098.474121
	Iteration 3Q: 3 clusters Score -3449798 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -3450441.000000 Penalty: 3098.474121
	Iteration 4Q: 3 clusters Score -3450441 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -3451227.000000 Penalty: 3098.474121
	Iteration 5Q: 3 clusters Score -3451227 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -3452237.750000 Penalty: 3098.474121
	Iteration 6F: 3 clusters Score -3452238 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -3453471.500000 Penalty: 3098.474121
	Iteration 7F: 3 clusters Score -3453472 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -3454846.000000 Penalty: 3098.474121
	Iteration 8F: 3 clusters Score -3454846 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -3456180.750000 Penalty: 3098.474121
	Iteration 9F: 3 clusters Score -3456181 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 23281 members 
Entering Unmasked Estep 
Score: -3457271.000000 Penalty: 3098.474121
	Iteration 10Q: 3 clusters Score -3457271 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 23862 members 
Entering Unmasked Estep 
Score: -3458047.000000 Penalty: 3098.474121
	Iteration 11Q: 3 clusters Score -3458047 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 24357 members 
Entering Unmasked Estep 
Score: -3458566.000000 Penalty: 3098.474121
	Iteration 12Q: 3 clusters Score -3458566 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 24759 members 
Entering Unmasked Estep 
Score: -3458932.250000 Penalty: 3098.474121
	Iteration 13Q: 3 clusters Score -3458932 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -3459218.500000 Penalty: 3098.474121
	Iteration 14Q: 3 clusters Score -3459218 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 25440 members 
Entering Unmasked Estep 
Score: -3459463.750000 Penalty: 3098.474121
	Iteration 15Q: 3 clusters Score -3459464 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 25741 members 
Entering Unmasked Estep 
Score: -3459664.250000 Penalty: 3098.474121
	Iteration 16Q: 3 clusters Score -3459664 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 26011 members 
Entering Unmasked Estep 
Score: -3459831.750000 Penalty: 3098.474121
	Iteration 17Q: 3 clusters Score -3459832 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -3459966.000000 Penalty: 3098.474121
	Iteration 18Q: 3 clusters Score -3459966 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 26493 members 
Entering Unmasked Estep 
Score: -3460062.000000 Penalty: 3098.474121
	Iteration 19Q: 3 clusters Score -3460062 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 26705 members 
Entering Unmasked Estep 
Score: -3460139.500000 Penalty: 3098.474121
	Iteration 20F: 3 clusters Score -3460140 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 26892 members 
Entering Unmasked Estep 
Score: -3460185.500000 Penalty: 3098.474121
	Iteration 21Q: 3 clusters Score -3460186 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 27044 members 
Entering Unmasked Estep 
Score: -3460224.500000 Penalty: 3098.474121
	Iteration 22Q: 3 clusters Score -3460224 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 27184 members 
Entering Unmasked Estep 
Score: -3460257.250000 Penalty: 3098.474121
	Iteration 23Q: 3 clusters Score -3460257 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -3460291.250000 Penalty: 3098.474121
	Iteration 24Q: 3 clusters Score -3460291 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -3460310.000000 Penalty: 3098.474121
	Iteration 25Q: 3 clusters Score -3460310 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 27493 members 
Entering Unmasked Estep 
Score: -3460319.250000 Penalty: 3098.474121
	Iteration 26Q: 3 clusters Score -3460319 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 27580 members 
Entering Unmasked Estep 
Score: -3460339.500000 Penalty: 3098.474121
	Iteration 27Q: 3 clusters Score -3460340 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -3460365.250000 Penalty: 3098.474121
	Iteration 28Q: 3 clusters Score -3460365 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 27747 members 
Entering Unmasked Estep 
Score: -3460374.500000 Penalty: 3098.474121
	Iteration 29Q: 3 clusters Score -3460374 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 27841 members 
Entering Unmasked Estep 
Score: -3460393.500000 Penalty: 3098.474121
	Iteration 30Q: 3 clusters Score -3460394 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 27944 members 
Entering Unmasked Estep 
Score: -3460416.000000 Penalty: 3098.474121
	Iteration 31Q: 3 clusters Score -3460416 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 28048 members 
Entering Unmasked Estep 
Score: -3460431.000000 Penalty: 3098.474121
	Iteration 32Q: 3 clusters Score -3460431 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 28153 members 
Entering Unmasked Estep 
Score: -3460448.750000 Penalty: 3098.474121
	Iteration 33Q: 3 clusters Score -3460449 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 28278 members 
Entering Unmasked Estep 
Score: -3460477.000000 Penalty: 3098.474121
	Iteration 34Q: 3 clusters Score -3460477 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 28422 members 
Entering Unmasked Estep 
Score: -3460519.750000 Penalty: 3098.474121
	Iteration 35Q: 3 clusters Score -3460520 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 28563 members 
Entering Unmasked Estep 
Score: -3460554.750000 Penalty: 3098.474121
	Iteration 36Q: 3 clusters Score -3460555 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 28705 members 
Entering Unmasked Estep 
Score: -3460578.250000 Penalty: 3098.474121
	Iteration 37Q: 3 clusters Score -3460578 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 28828 members 
Entering Unmasked Estep 
Score: -3460597.000000 Penalty: 3098.474121
	Iteration 38Q: 3 clusters Score -3460597 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 28935 members 
Entering Unmasked Estep 
Score: -3460603.000000 Penalty: 3098.474121
	Iteration 39Q: 3 clusters Score -3460603 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 29026 members 
Entering Unmasked Estep 
Score: -3460632.000000 Penalty: 3098.474121
	Iteration 40F: 3 clusters Score -3460632 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 29106 members 
Entering Unmasked Estep 
Score: -3460653.000000 Penalty: 3098.474121
	Iteration 41Q: 3 clusters Score -3460653 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 29171 members 
Entering Unmasked Estep 
Score: -3460670.750000 Penalty: 3098.474121
	Iteration 42Q: 3 clusters Score -3460671 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 29230 members 
Entering Unmasked Estep 
Score: -3460683.750000 Penalty: 3098.474121
	Iteration 43Q: 3 clusters Score -3460684 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 29291 members 
Entering Unmasked Estep 
Score: -3460715.750000 Penalty: 3098.474121
	Iteration 44Q: 3 clusters Score -3460716 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 29353 members 
Entering Unmasked Estep 
Score: -3460721.000000 Penalty: 3098.474121
	Iteration 45Q: 3 clusters Score -3460721 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 29429 members 
Entering Unmasked Estep 
Score: -3460736.250000 Penalty: 3098.474121
	Iteration 46Q: 3 clusters Score -3460736 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 29510 members 
Entering Unmasked Estep 
Score: -3460752.000000 Penalty: 3098.474121
	Iteration 47Q: 3 clusters Score -3460752 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 29600 members 
Entering Unmasked Estep 
Score: -3460778.750000 Penalty: 3098.474121
	Iteration 48Q: 3 clusters Score -3460779 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 29686 members 
Entering Unmasked Estep 
Score: -3460800.500000 Penalty: 3098.474121
	Iteration 49Q: 3 clusters Score -3460800 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 29777 members 
Entering Unmasked Estep 
Score: -3460814.250000 Penalty: 3098.474121
	Iteration 50Q: 3 clusters Score -3460814 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 29871 members 
Entering Unmasked Estep 
Score: -3460833.250000 Penalty: 3098.474121
	Iteration 51Q: 3 clusters Score -3460833 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 29960 members 
Entering Unmasked Estep 
Score: -3460868.000000 Penalty: 3098.474121
	Iteration 52Q: 3 clusters Score -3460868 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 30047 members 
Entering Unmasked Estep 
Score: -3460892.250000 Penalty: 3098.474121
	Iteration 53Q: 3 clusters Score -3460892 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 30130 members 
Entering Unmasked Estep 
Score: -3460905.250000 Penalty: 3098.474121
	Iteration 54Q: 3 clusters Score -3460905 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 30188 members 
Entering Unmasked Estep 
Score: -3460913.000000 Penalty: 3098.474121
	Iteration 55Q: 3 clusters Score -3460913 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 30246 members 
Entering Unmasked Estep 
Score: -3460935.250000 Penalty: 3098.474121
	Iteration 56Q: 3 clusters Score -3460935 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 30300 members 
Entering Unmasked Estep 
Score: -3460949.250000 Penalty: 3098.474121
	Iteration 57Q: 3 clusters Score -3460949 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 30352 members 
Entering Unmasked Estep 
Score: -3460963.000000 Penalty: 3098.474121
	Iteration 58Q: 3 clusters Score -3460963 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 30405 members 
Entering Unmasked Estep 
Score: -3460979.500000 Penalty: 3098.474121
	Iteration 59Q: 3 clusters Score -3460980 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 30454 members 
Entering Unmasked Estep 
Score: -3460987.250000 Penalty: 3098.474121
	Iteration 60F: 3 clusters Score -3460987 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 30504 members 
Entering Unmasked Estep 
Score: -3460995.750000 Penalty: 3098.474121
	Iteration 61Q: 3 clusters Score -3460996 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 30554 members 
Entering Unmasked Estep 
Score: -3460997.500000 Penalty: 3098.474121
	Iteration 62Q: 3 clusters Score -3460998 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 30605 members 
Entering Unmasked Estep 
Score: -3461028.500000 Penalty: 3098.474121
	Iteration 63Q: 3 clusters Score -3461028 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 30670 members 
Entering Unmasked Estep 
Score: -3461031.500000 Penalty: 3098.474121
	Iteration 64Q: 3 clusters Score -3461032 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 30733 members 
Entering Unmasked Estep 
Score: -3461061.500000 Penalty: 3098.474121
	Iteration 65Q: 3 clusters Score -3461062 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 30791 members 
Entering Unmasked Estep 
Score: -3461092.500000 Penalty: 3098.474121
	Iteration 66Q: 3 clusters Score -3461092 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 30852 members 
Entering Unmasked Estep 
Score: -3461111.500000 Penalty: 3098.474121
	Iteration 67Q: 3 clusters Score -3461112 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 30914 members 
Entering Unmasked Estep 
Score: -3461135.250000 Penalty: 3098.474121
	Iteration 68Q: 3 clusters Score -3461135 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 30964 members 
Entering Unmasked Estep 
Score: -3461144.500000 Penalty: 3098.474121
	Iteration 69Q: 3 clusters Score -3461144 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 30992 members 
Entering Unmasked Estep 
Score: -3461151.250000 Penalty: 3098.474121
	Iteration 70Q: 3 clusters Score -3461151 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 31020 members 
Entering Unmasked Estep 
Score: -3461154.750000 Penalty: 3098.474121
	Iteration 71Q: 3 clusters Score -3461155 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 31051 members 
Entering Unmasked Estep 
Score: -3461152.250000 Penalty: 3098.474121
	Iteration 72Q: 3 clusters Score -3461152 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 31077 members 
Entering Unmasked Estep 
Score: -3461177.250000 Penalty: 3098.474121
	Iteration 73Q: 3 clusters Score -3461177 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 31112 members 
Entering Unmasked Estep 
Score: -3461180.250000 Penalty: 3098.474121
	Iteration 74Q: 3 clusters Score -3461180 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 31145 members 
Entering Unmasked Estep 
Score: -3461186.500000 Penalty: 3098.474121
	Iteration 75Q: 3 clusters Score -3461186 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 31173 members 
Entering Unmasked Estep 
Score: -3461198.000000 Penalty: 3098.474121
	Iteration 76Q: 3 clusters Score -3461198 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 31195 members 
Entering Unmasked Estep 
Score: -3461203.250000 Penalty: 3098.474121
	Iteration 77Q: 3 clusters Score -3461203 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 31220 members 
Entering Unmasked Estep 
Score: -3461209.000000 Penalty: 3098.474121
	Iteration 78Q: 3 clusters Score -3461209 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 31248 members 
Entering Unmasked Estep 
Score: -3461210.000000 Penalty: 3098.474121
	Iteration 79Q: 3 clusters Score -3461210 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 31263 members 
Entering Unmasked Estep 
Score: -3461219.250000 Penalty: 3098.474121
	Iteration 80F: 3 clusters Score -3461219 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 31287 members 
Entering Unmasked Estep 
Score: -3461224.250000 Penalty: 3098.474121
	Iteration 81Q: 3 clusters Score -3461224 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 31317 members 
Entering Unmasked Estep 
Score: -3461242.500000 Penalty: 3098.474121
	Iteration 82Q: 3 clusters Score -3461242 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 31348 members 
Entering Unmasked Estep 
Score: -3461252.750000 Penalty: 3098.474121
	Iteration 83Q: 3 clusters Score -3461253 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 31377 members 
Entering Unmasked Estep 
Score: -3461256.500000 Penalty: 3098.474121
	Iteration 84Q: 3 clusters Score -3461256 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 31404 members 
Entering Unmasked Estep 
Score: -3461268.000000 Penalty: 3098.474121
	Iteration 85Q: 3 clusters Score -3461268 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 31427 members 
Entering Unmasked Estep 
Score: -3461271.500000 Penalty: 3098.474121
	Iteration 86Q: 3 clusters Score -3461272 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 31453 members 
Entering Unmasked Estep 
Score: -3461288.750000 Penalty: 3098.474121
	Iteration 87Q: 3 clusters Score -3461289 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 31469 members 
Entering Unmasked Estep 
Score: -3461290.250000 Penalty: 3098.474121
	Iteration 88Q: 3 clusters Score -3461290 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 31486 members 
Entering Unmasked Estep 
Score: -3461301.750000 Penalty: 3098.474121
	Iteration 89Q: 3 clusters Score -3461302 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 31505 members 
Entering Unmasked Estep 
Score: -3461311.250000 Penalty: 3098.474121
	Iteration 90Q: 3 clusters Score -3461311 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 31516 members 
Entering Unmasked Estep 
Score: -3461313.000000 Penalty: 3098.474121
	Iteration 91Q: 3 clusters Score -3461313 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 31524 members 
Entering Unmasked Estep 
Score: -3461309.500000 Penalty: 3098.474121
	Iteration 92Q: 3 clusters Score -3461310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 31535 members 
Entering Unmasked Estep 
Score: -3461316.000000 Penalty: 3098.474121
	Iteration 93Q: 3 clusters Score -3461316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 31542 members 
Entering Unmasked Estep 
Score: -3461319.000000 Penalty: 3098.474121
	Iteration 94Q: 3 clusters Score -3461319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 31548 members 
Entering Unmasked Estep 
Score: -3461317.750000 Penalty: 3098.474121
	Iteration 95Q: 3 clusters Score -3461318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 31557 members 
Entering Unmasked Estep 
Score: -3461321.250000 Penalty: 3098.474121
	Iteration 96Q: 3 clusters Score -3461321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 31562 members 
Entering Unmasked Estep 
Score: -3461323.500000 Penalty: 3098.474121
	Iteration 97Q: 3 clusters Score -3461324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 31566 members 
Entering Unmasked Estep 
Score: -3461321.500000 Penalty: 3098.474121
	Iteration 98Q: 3 clusters Score -3461322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 31565 members 
Entering Unmasked Estep 
Score: -3461319.750000 Penalty: 3098.474121
	Iteration 99Q: 3 clusters Score -3461320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 31565 members 
Entering Unmasked Estep 
Score: -3461319.750000 Penalty: 3098.474121
	Iteration 100F: 3 clusters Score -3461320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (18305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Entering Unmasked Estep 
Score: -1918900.750000 Penalty: 1460.461548
	Iteration 0F: 2 clusters Score -1918901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1906845.000000 Penalty: 2920.923096
	Iteration 0F: 3 clusters Score -1906845 nChanged 8011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1911035.625000 Penalty: 2920.923096
	Iteration 1F: 3 clusters Score -1911036 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1911444.125000 Penalty: 2920.923096
	Iteration 2F: 3 clusters Score -1911444 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1911756.750000 Penalty: 2920.923096
	Iteration 3Q: 3 clusters Score -1911757 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1912023.750000 Penalty: 2920.923096
	Iteration 4Q: 3 clusters Score -1912024 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1912297.000000 Penalty: 2920.923096
	Iteration 5Q: 3 clusters Score -1912297 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1912612.375000 Penalty: 2920.923096
	Iteration 6Q: 3 clusters Score -1912612 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1912979.875000 Penalty: 2920.923096
	Iteration 7Q: 3 clusters Score -1912980 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1913487.750000 Penalty: 2920.923096
	Iteration 8Q: 3 clusters Score -1913488 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1914130.500000 Penalty: 2920.923096
	Iteration 9F: 3 clusters Score -1914130 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1914972.500000 Penalty: 2920.923096
	Iteration 10F: 3 clusters Score -1914972 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1915869.125000 Penalty: 2920.923096
	Iteration 11F: 3 clusters Score -1915869 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1916547.625000 Penalty: 2920.923096
	Iteration 12Q: 3 clusters Score -1916548 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1917003.625000 Penalty: 2920.923096
	Iteration 13Q: 3 clusters Score -1917004 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1917286.000000 Penalty: 2920.923096
	Iteration 14Q: 3 clusters Score -1917286 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1917451.875000 Penalty: 2920.923096
	Iteration 15Q: 3 clusters Score -1917452 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1917557.625000 Penalty: 2920.923096
	Iteration 16Q: 3 clusters Score -1917558 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1917641.750000 Penalty: 2920.923096
	Iteration 17Q: 3 clusters Score -1917642 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1917686.000000 Penalty: 2920.923096
	Iteration 18Q: 3 clusters Score -1917686 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1917709.375000 Penalty: 2920.923096
	Iteration 19Q: 3 clusters Score -1917709 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1917729.000000 Penalty: 2920.923096
	Iteration 20F: 3 clusters Score -1917729 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1917745.375000 Penalty: 2920.923096
	Iteration 21Q: 3 clusters Score -1917745 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1917757.500000 Penalty: 2920.923096
	Iteration 22Q: 3 clusters Score -1917758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1917766.125000 Penalty: 2920.923096
	Iteration 23Q: 3 clusters Score -1917766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1917770.875000 Penalty: 2920.923096
	Iteration 24Q: 3 clusters Score -1917771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1917778.375000 Penalty: 2920.923096
	Iteration 25Q: 3 clusters Score -1917778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1917784.250000 Penalty: 2920.923096
	Iteration 26Q: 3 clusters Score -1917784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1917786.250000 Penalty: 2920.923096
	Iteration 27Q: 3 clusters Score -1917786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1917788.250000 Penalty: 2920.923096
	Iteration 28Q: 3 clusters Score -1917788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1917791.625000 Penalty: 2920.923096
	Iteration 29Q: 3 clusters Score -1917792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1917792.125000 Penalty: 2920.923096
	Iteration 30Q: 3 clusters Score -1917792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1917792.125000 Penalty: 2920.923096
	Iteration 31F: 3 clusters Score -1917792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (16106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Entering Unmasked Estep 
Score: -1681457.000000 Penalty: 1441.417725
	Iteration 0F: 2 clusters Score -1681457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1670938.000000 Penalty: 2882.835449
	Iteration 0F: 3 clusters Score -1670938 nChanged 6968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1674659.125000 Penalty: 2882.835449
	Iteration 1F: 3 clusters Score -1674659 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1674987.125000 Penalty: 2882.835449
	Iteration 2F: 3 clusters Score -1674987 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1675224.625000 Penalty: 2882.835449
	Iteration 3Q: 3 clusters Score -1675225 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1675385.125000 Penalty: 2882.835449
	Iteration 4Q: 3 clusters Score -1675385 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1675529.375000 Penalty: 2882.835449
	Iteration 5Q: 3 clusters Score -1675529 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1675647.625000 Penalty: 2882.835449
	Iteration 6Q: 3 clusters Score -1675648 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1675758.500000 Penalty: 2882.835449
	Iteration 7Q: 3 clusters Score -1675758 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1675860.125000 Penalty: 2882.835449
	Iteration 8Q: 3 clusters Score -1675860 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1675959.375000 Penalty: 2882.835449
	Iteration 9Q: 3 clusters Score -1675959 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1676056.875000 Penalty: 2882.835449
	Iteration 10Q: 3 clusters Score -1676057 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1676172.875000 Penalty: 2882.835449
	Iteration 11Q: 3 clusters Score -1676173 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1676303.750000 Penalty: 2882.835449
	Iteration 12Q: 3 clusters Score -1676304 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1676464.500000 Penalty: 2882.835449
	Iteration 13Q: 3 clusters Score -1676464 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1676682.500000 Penalty: 2882.835449
	Iteration 14Q: 3 clusters Score -1676682 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1676932.125000 Penalty: 2882.835449
	Iteration 15Q: 3 clusters Score -1676932 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1677300.875000 Penalty: 2882.835449
	Iteration 16Q: 3 clusters Score -1677301 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1677729.375000 Penalty: 2882.835449
	Iteration 17Q: 3 clusters Score -1677729 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -1678166.750000 Penalty: 2882.835449
	Iteration 18Q: 3 clusters Score -1678167 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -1678594.750000 Penalty: 2882.835449
	Iteration 19Q: 3 clusters Score -1678595 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -1678993.625000 Penalty: 2882.835449
	Iteration 20F: 3 clusters Score -1678994 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -1679372.750000 Penalty: 2882.835449
	Iteration 21Q: 3 clusters Score -1679373 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -1679670.375000 Penalty: 2882.835449
	Iteration 22Q: 3 clusters Score -1679670 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -1679864.000000 Penalty: 2882.835449
	Iteration 23Q: 3 clusters Score -1679864 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -1679991.375000 Penalty: 2882.835449
	Iteration 24Q: 3 clusters Score -1679991 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -1680107.500000 Penalty: 2882.835449
	Iteration 25Q: 3 clusters Score -1680108 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -1680188.625000 Penalty: 2882.835449
	Iteration 26Q: 3 clusters Score -1680189 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -1680268.500000 Penalty: 2882.835449
	Iteration 27Q: 3 clusters Score -1680268 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -1680342.375000 Penalty: 2882.835449
	Iteration 28Q: 3 clusters Score -1680342 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -1680390.125000 Penalty: 2882.835449
	Iteration 29Q: 3 clusters Score -1680390 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -1680427.250000 Penalty: 2882.835449
	Iteration 30Q: 3 clusters Score -1680427 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -1680462.000000 Penalty: 2882.835449
	Iteration 31Q: 3 clusters Score -1680462 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -1680472.375000 Penalty: 2882.835449
	Iteration 32Q: 3 clusters Score -1680472 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -1680485.250000 Penalty: 2882.835449
	Iteration 33Q: 3 clusters Score -1680485 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -1680501.250000 Penalty: 2882.835449
	Iteration 34Q: 3 clusters Score -1680501 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -1680521.875000 Penalty: 2882.835449
	Iteration 35Q: 3 clusters Score -1680522 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -1680528.750000 Penalty: 2882.835449
	Iteration 36Q: 3 clusters Score -1680529 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -1680542.000000 Penalty: 2882.835449
	Iteration 37Q: 3 clusters Score -1680542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -1680545.875000 Penalty: 2882.835449
	Iteration 38Q: 3 clusters Score -1680546 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -1680550.125000 Penalty: 2882.835449
	Iteration 39Q: 3 clusters Score -1680550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -1680555.875000 Penalty: 2882.835449
	Iteration 40F: 3 clusters Score -1680556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -1680560.125000 Penalty: 2882.835449
	Iteration 41Q: 3 clusters Score -1680560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -1680567.125000 Penalty: 2882.835449
	Iteration 42Q: 3 clusters Score -1680567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -1680570.500000 Penalty: 2882.835449
	Iteration 43Q: 3 clusters Score -1680570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -1680567.500000 Penalty: 2882.835449
	Iteration 44Q: 3 clusters Score -1680568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -1680571.250000 Penalty: 2882.835449
	Iteration 45Q: 3 clusters Score -1680571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -1680571.375000 Penalty: 2882.835449
	Iteration 46Q: 3 clusters Score -1680571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -1680577.250000 Penalty: 2882.835449
	Iteration 47Q: 3 clusters Score -1680577 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -1680580.125000 Penalty: 2882.835449
	Iteration 48Q: 3 clusters Score -1680580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -1680580.875000 Penalty: 2882.835449
	Iteration 49Q: 3 clusters Score -1680581 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -1680581.500000 Penalty: 2882.835449
	Iteration 50Q: 3 clusters Score -1680582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -1680589.625000 Penalty: 2882.835449
	Iteration 51Q: 3 clusters Score -1680590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -1680595.375000 Penalty: 2882.835449
	Iteration 52Q: 3 clusters Score -1680595 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -1680598.125000 Penalty: 2882.835449
	Iteration 53Q: 3 clusters Score -1680598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -1680609.250000 Penalty: 2882.835449
	Iteration 54Q: 3 clusters Score -1680609 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -1680611.375000 Penalty: 2882.835449
	Iteration 55Q: 3 clusters Score -1680611 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -1680626.250000 Penalty: 2882.835449
	Iteration 56Q: 3 clusters Score -1680626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -1680632.625000 Penalty: 2882.835449
	Iteration 57Q: 3 clusters Score -1680633 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -1680641.625000 Penalty: 2882.835449
	Iteration 58Q: 3 clusters Score -1680642 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -1680643.375000 Penalty: 2882.835449
	Iteration 59Q: 3 clusters Score -1680643 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -1680651.000000 Penalty: 2882.835449
	Iteration 60F: 3 clusters Score -1680651 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -1680656.625000 Penalty: 2882.835449
	Iteration 61Q: 3 clusters Score -1680657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -1680657.875000 Penalty: 2882.835449
	Iteration 62Q: 3 clusters Score -1680658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -1680659.000000 Penalty: 2882.835449
	Iteration 63Q: 3 clusters Score -1680659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -1680664.250000 Penalty: 2882.835449
	Iteration 64Q: 3 clusters Score -1680664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -1680669.125000 Penalty: 2882.835449
	Iteration 65Q: 3 clusters Score -1680669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -1680674.250000 Penalty: 2882.835449
	Iteration 66Q: 3 clusters Score -1680674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -1680680.875000 Penalty: 2882.835449
	Iteration 67Q: 3 clusters Score -1680681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -1680685.250000 Penalty: 2882.835449
	Iteration 68Q: 3 clusters Score -1680685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -1680686.750000 Penalty: 2882.835449
	Iteration 69Q: 3 clusters Score -1680687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -1680688.250000 Penalty: 2882.835449
	Iteration 70Q: 3 clusters Score -1680688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -1680690.500000 Penalty: 2882.835449
	Iteration 71Q: 3 clusters Score -1680690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -1680695.000000 Penalty: 2882.835449
	Iteration 72Q: 3 clusters Score -1680695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -1680694.125000 Penalty: 2882.835449
	Iteration 73Q: 3 clusters Score -1680694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -1680697.875000 Penalty: 2882.835449
	Iteration 74Q: 3 clusters Score -1680698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -1680700.250000 Penalty: 2882.835449
	Iteration 75Q: 3 clusters Score -1680700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -1680699.875000 Penalty: 2882.835449
	Iteration 76Q: 3 clusters Score -1680700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -1680699.875000 Penalty: 2882.835449
	Iteration 77F: 3 clusters Score -1680700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (3029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Entering Unmasked Estep 
Score: -313572.125000 Penalty: 1192.778931
	Iteration 0F: 2 clusters Score -313572.1 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 1510 members 
Entering Unmasked Estep 
Score: -311073.437500 Penalty: 2385.557861
	Iteration 0F: 3 clusters Score -311073.4 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -311769.718750 Penalty: 2385.557861
	Iteration 1F: 3 clusters Score -311769.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -311958.437500 Penalty: 2385.557861
	Iteration 2F: 3 clusters Score -311958.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -312084.156250 Penalty: 2385.557861
	Iteration 3F: 3 clusters Score -312084.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -312166.312500 Penalty: 2385.557861
	Iteration 4Q: 3 clusters Score -312166.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -312219.156250 Penalty: 2385.557861
	Iteration 5Q: 3 clusters Score -312219.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -312256.968750 Penalty: 2385.557861
	Iteration 6Q: 3 clusters Score -312257 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -312284.562500 Penalty: 2385.557861
	Iteration 7Q: 3 clusters Score -312284.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -312309.687500 Penalty: 2385.557861
	Iteration 8Q: 3 clusters Score -312309.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -312327.125000 Penalty: 2385.557861
	Iteration 9Q: 3 clusters Score -312327.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -312343.500000 Penalty: 2385.557861
	Iteration 10Q: 3 clusters Score -312343.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -312358.000000 Penalty: 2385.557861
	Iteration 11Q: 3 clusters Score -312358 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -312376.500000 Penalty: 2385.557861
	Iteration 12Q: 3 clusters Score -312376.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -312392.843750 Penalty: 2385.557861
	Iteration 13Q: 3 clusters Score -312392.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -312407.781250 Penalty: 2385.557861
	Iteration 14Q: 3 clusters Score -312407.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -312418.937500 Penalty: 2385.557861
	Iteration 15Q: 3 clusters Score -312418.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -312433.000000 Penalty: 2385.557861
	Iteration 16Q: 3 clusters Score -312433 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -312443.250000 Penalty: 2385.557861
	Iteration 17Q: 3 clusters Score -312443.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -312451.906250 Penalty: 2385.557861
	Iteration 18Q: 3 clusters Score -312451.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -312459.312500 Penalty: 2385.557861
	Iteration 19Q: 3 clusters Score -312459.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -312466.187500 Penalty: 2385.557861
	Iteration 20F: 3 clusters Score -312466.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -312471.343750 Penalty: 2385.557861
	Iteration 21Q: 3 clusters Score -312471.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -312473.625000 Penalty: 2385.557861
	Iteration 22Q: 3 clusters Score -312473.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -312476.968750 Penalty: 2385.557861
	Iteration 23Q: 3 clusters Score -312477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -312477.875000 Penalty: 2385.557861
	Iteration 24Q: 3 clusters Score -312477.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -312478.250000 Penalty: 2385.557861
	Iteration 25Q: 3 clusters Score -312478.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -312478.250000 Penalty: 2385.557861
	Iteration 26F: 3 clusters Score -312478.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Entering Unmasked Estep 
Score: -244513.250000 Penalty: 1173.504883
	Iteration 0F: 2 clusters Score -244513.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -242284.906250 Penalty: 2347.009766
	Iteration 0F: 3 clusters Score -242284.9 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -242969.031250 Penalty: 2347.009766
	Iteration 1F: 3 clusters Score -242969 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -243170.656250 Penalty: 2347.009766
	Iteration 2F: 3 clusters Score -243170.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -243269.640625 Penalty: 2347.009766
	Iteration 3Q: 3 clusters Score -243269.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -243349.375000 Penalty: 2347.009766
	Iteration 4Q: 3 clusters Score -243349.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -243429.937500 Penalty: 2347.009766
	Iteration 5Q: 3 clusters Score -243429.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -243506.843750 Penalty: 2347.009766
	Iteration 6Q: 3 clusters Score -243506.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -243596.031250 Penalty: 2347.009766
	Iteration 7Q: 3 clusters Score -243596 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -243689.156250 Penalty: 2347.009766
	Iteration 8Q: 3 clusters Score -243689.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -243785.078125 Penalty: 2347.009766
	Iteration 9Q: 3 clusters Score -243785.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -243861.812500 Penalty: 2347.009766
	Iteration 10Q: 3 clusters Score -243861.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -243926.687500 Penalty: 2347.009766
	Iteration 11Q: 3 clusters Score -243926.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -243964.578125 Penalty: 2347.009766
	Iteration 12Q: 3 clusters Score -243964.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -243996.671875 Penalty: 2347.009766
	Iteration 13Q: 3 clusters Score -243996.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -244025.781250 Penalty: 2347.009766
	Iteration 14Q: 3 clusters Score -244025.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -244050.234375 Penalty: 2347.009766
	Iteration 15Q: 3 clusters Score -244050.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -244066.937500 Penalty: 2347.009766
	Iteration 16Q: 3 clusters Score -244066.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -244083.421875 Penalty: 2347.009766
	Iteration 17Q: 3 clusters Score -244083.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -244095.531250 Penalty: 2347.009766
	Iteration 18Q: 3 clusters Score -244095.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -244103.531250 Penalty: 2347.009766
	Iteration 19Q: 3 clusters Score -244103.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -244114.453125 Penalty: 2347.009766
	Iteration 20F: 3 clusters Score -244114.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -244122.625000 Penalty: 2347.009766
	Iteration 21Q: 3 clusters Score -244122.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -244131.515625 Penalty: 2347.009766
	Iteration 22Q: 3 clusters Score -244131.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -244137.046875 Penalty: 2347.009766
	Iteration 23Q: 3 clusters Score -244137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -244139.515625 Penalty: 2347.009766
	Iteration 24Q: 3 clusters Score -244139.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -244141.890625 Penalty: 2347.009766
	Iteration 25Q: 3 clusters Score -244141.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -244144.187500 Penalty: 2347.009766
	Iteration 26Q: 3 clusters Score -244144.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -244147.281250 Penalty: 2347.009766
	Iteration 27Q: 3 clusters Score -244147.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -244148.437500 Penalty: 2347.009766
	Iteration 28Q: 3 clusters Score -244148.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -244149.812500 Penalty: 2347.009766
	Iteration 29Q: 3 clusters Score -244149.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -244151.046875 Penalty: 2347.009766
	Iteration 30Q: 3 clusters Score -244151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -244151.593750 Penalty: 2347.009766
	Iteration 31Q: 3 clusters Score -244151.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -244152.296875 Penalty: 2347.009766
	Iteration 32Q: 3 clusters Score -244152.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -244152.296875 Penalty: 2347.009766
	Iteration 33F: 3 clusters Score -244152.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (5089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Entering Unmasked Estep 
Score: -531765.812500 Penalty: 1269.983765
	Iteration 0F: 2 clusters Score -531765.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -528079.937500 Penalty: 2539.967529
	Iteration 0F: 3 clusters Score -528079.9 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -529135.812500 Penalty: 2539.967529
	Iteration 1F: 3 clusters Score -529135.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -529340.437500 Penalty: 2539.967529
	Iteration 2F: 3 clusters Score -529340.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -529478.312500 Penalty: 2539.967529
	Iteration 3F: 3 clusters Score -529478.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -529568.312500 Penalty: 2539.967529
	Iteration 4Q: 3 clusters Score -529568.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -529636.187500 Penalty: 2539.967529
	Iteration 5Q: 3 clusters Score -529636.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -529685.500000 Penalty: 2539.967529
	Iteration 6Q: 3 clusters Score -529685.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -529724.750000 Penalty: 2539.967529
	Iteration 7Q: 3 clusters Score -529724.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -529757.937500 Penalty: 2539.967529
	Iteration 8Q: 3 clusters Score -529757.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -529792.187500 Penalty: 2539.967529
	Iteration 9Q: 3 clusters Score -529792.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -529821.625000 Penalty: 2539.967529
	Iteration 10Q: 3 clusters Score -529821.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -529847.687500 Penalty: 2539.967529
	Iteration 11Q: 3 clusters Score -529847.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -529867.187500 Penalty: 2539.967529
	Iteration 12Q: 3 clusters Score -529867.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -529882.875000 Penalty: 2539.967529
	Iteration 13Q: 3 clusters Score -529882.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -529898.625000 Penalty: 2539.967529
	Iteration 14Q: 3 clusters Score -529898.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -529913.125000 Penalty: 2539.967529
	Iteration 15Q: 3 clusters Score -529913.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -529928.750000 Penalty: 2539.967529
	Iteration 16Q: 3 clusters Score -529928.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -529944.000000 Penalty: 2539.967529
	Iteration 17Q: 3 clusters Score -529944 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -529964.562500 Penalty: 2539.967529
	Iteration 18Q: 3 clusters Score -529964.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -529985.375000 Penalty: 2539.967529
	Iteration 19Q: 3 clusters Score -529985.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -530001.375000 Penalty: 2539.967529
	Iteration 20F: 3 clusters Score -530001.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -530014.812500 Penalty: 2539.967529
	Iteration 21Q: 3 clusters Score -530014.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -530029.000000 Penalty: 2539.967529
	Iteration 22Q: 3 clusters Score -530029 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -530048.187500 Penalty: 2539.967529
	Iteration 23Q: 3 clusters Score -530048.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -530067.937500 Penalty: 2539.967529
	Iteration 24Q: 3 clusters Score -530067.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -530089.750000 Penalty: 2539.967529
	Iteration 25Q: 3 clusters Score -530089.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -530112.500000 Penalty: 2539.967529
	Iteration 26Q: 3 clusters Score -530112.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -530140.000000 Penalty: 2539.967529
	Iteration 27Q: 3 clusters Score -530140 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -530167.437500 Penalty: 2539.967529
	Iteration 28Q: 3 clusters Score -530167.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -530194.375000 Penalty: 2539.967529
	Iteration 29Q: 3 clusters Score -530194.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -530220.500000 Penalty: 2539.967529
	Iteration 30Q: 3 clusters Score -530220.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -530243.875000 Penalty: 2539.967529
	Iteration 31Q: 3 clusters Score -530243.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -530270.937500 Penalty: 2539.967529
	Iteration 32Q: 3 clusters Score -530270.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -530298.250000 Penalty: 2539.967529
	Iteration 33Q: 3 clusters Score -530298.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -530326.187500 Penalty: 2539.967529
	Iteration 34Q: 3 clusters Score -530326.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -530354.375000 Penalty: 2539.967529
	Iteration 35Q: 3 clusters Score -530354.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -530378.812500 Penalty: 2539.967529
	Iteration 36Q: 3 clusters Score -530378.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -530400.562500 Penalty: 2539.967529
	Iteration 37Q: 3 clusters Score -530400.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -530427.437500 Penalty: 2539.967529
	Iteration 38Q: 3 clusters Score -530427.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -530456.000000 Penalty: 2539.967529
	Iteration 39Q: 3 clusters Score -530456 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -530479.250000 Penalty: 2539.967529
	Iteration 40F: 3 clusters Score -530479.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -530501.250000 Penalty: 2539.967529
	Iteration 41Q: 3 clusters Score -530501.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -530526.187500 Penalty: 2539.967529
	Iteration 42Q: 3 clusters Score -530526.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -530551.312500 Penalty: 2539.967529
	Iteration 43Q: 3 clusters Score -530551.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -530576.187500 Penalty: 2539.967529
	Iteration 44Q: 3 clusters Score -530576.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -530603.187500 Penalty: 2539.967529
	Iteration 45Q: 3 clusters Score -530603.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -530632.062500 Penalty: 2539.967529
	Iteration 46Q: 3 clusters Score -530632.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -530652.062500 Penalty: 2539.967529
	Iteration 47Q: 3 clusters Score -530652.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -530672.625000 Penalty: 2539.967529
	Iteration 48Q: 3 clusters Score -530672.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -530686.812500 Penalty: 2539.967529
	Iteration 49Q: 3 clusters Score -530686.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -530697.812500 Penalty: 2539.967529
	Iteration 50Q: 3 clusters Score -530697.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -530704.937500 Penalty: 2539.967529
	Iteration 51Q: 3 clusters Score -530704.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -530711.062500 Penalty: 2539.967529
	Iteration 52Q: 3 clusters Score -530711.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -530715.625000 Penalty: 2539.967529
	Iteration 53Q: 3 clusters Score -530715.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -530720.500000 Penalty: 2539.967529
	Iteration 54Q: 3 clusters Score -530720.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -530723.000000 Penalty: 2539.967529
	Iteration 55Q: 3 clusters Score -530723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -530723.687500 Penalty: 2539.967529
	Iteration 56Q: 3 clusters Score -530723.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -530724.812500 Penalty: 2539.967529
	Iteration 57Q: 3 clusters Score -530724.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -530725.375000 Penalty: 2539.967529
	Iteration 58Q: 3 clusters Score -530725.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -530726.062500 Penalty: 2539.967529
	Iteration 59Q: 3 clusters Score -530726.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -530728.875000 Penalty: 2539.967529
	Iteration 60F: 3 clusters Score -530728.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -530732.625000 Penalty: 2539.967529
	Iteration 61Q: 3 clusters Score -530732.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -530734.562500 Penalty: 2539.967529
	Iteration 62Q: 3 clusters Score -530734.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -530736.750000 Penalty: 2539.967529
	Iteration 63Q: 3 clusters Score -530736.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -530738.062500 Penalty: 2539.967529
	Iteration 64Q: 3 clusters Score -530738.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -530738.062500 Penalty: 2539.967529
	Iteration 65F: 3 clusters Score -530738.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Entering Unmasked Estep 
Score: -166718.718750 Penalty: 1122.517822
	Iteration 0F: 2 clusters Score -166718.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -164938.296875 Penalty: 2245.035645
	Iteration 0F: 3 clusters Score -164938.3 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -165406.859375 Penalty: 2245.035645
	Iteration 1F: 3 clusters Score -165406.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -165539.687500 Penalty: 2245.035645
	Iteration 2F: 3 clusters Score -165539.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -165614.046875 Penalty: 2245.035645
	Iteration 3Q: 3 clusters Score -165614 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -165646.703125 Penalty: 2245.035645
	Iteration 4Q: 3 clusters Score -165646.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -165686.906250 Penalty: 2245.035645
	Iteration 5Q: 3 clusters Score -165686.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -165721.656250 Penalty: 2245.035645
	Iteration 6Q: 3 clusters Score -165721.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -165761.125000 Penalty: 2245.035645
	Iteration 7Q: 3 clusters Score -165761.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -165790.390625 Penalty: 2245.035645
	Iteration 8Q: 3 clusters Score -165790.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -165827.546875 Penalty: 2245.035645
	Iteration 9Q: 3 clusters Score -165827.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -165865.937500 Penalty: 2245.035645
	Iteration 10Q: 3 clusters Score -165865.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -165905.609375 Penalty: 2245.035645
	Iteration 11Q: 3 clusters Score -165905.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -165934.671875 Penalty: 2245.035645
	Iteration 12Q: 3 clusters Score -165934.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -165962.296875 Penalty: 2245.035645
	Iteration 13Q: 3 clusters Score -165962.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -165990.968750 Penalty: 2245.035645
	Iteration 14Q: 3 clusters Score -165991 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -166016.296875 Penalty: 2245.035645
	Iteration 15Q: 3 clusters Score -166016.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -166040.265625 Penalty: 2245.035645
	Iteration 16Q: 3 clusters Score -166040.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -166052.093750 Penalty: 2245.035645
	Iteration 17Q: 3 clusters Score -166052.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -166058.031250 Penalty: 2245.035645
	Iteration 18Q: 3 clusters Score -166058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -166064.640625 Penalty: 2245.035645
	Iteration 19Q: 3 clusters Score -166064.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -166067.546875 Penalty: 2245.035645
	Iteration 20F: 3 clusters Score -166067.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -166072.125000 Penalty: 2245.035645
	Iteration 21Q: 3 clusters Score -166072.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -166074.890625 Penalty: 2245.035645
	Iteration 22Q: 3 clusters Score -166074.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -166079.687500 Penalty: 2245.035645
	Iteration 23Q: 3 clusters Score -166079.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -166083.828125 Penalty: 2245.035645
	Iteration 24Q: 3 clusters Score -166083.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -166085.703125 Penalty: 2245.035645
	Iteration 25Q: 3 clusters Score -166085.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -166087.281250 Penalty: 2245.035645
	Iteration 26Q: 3 clusters Score -166087.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -166087.843750 Penalty: 2245.035645
	Iteration 27Q: 3 clusters Score -166087.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -166087.843750 Penalty: 2245.035645
	Iteration 28F: 3 clusters Score -166087.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 61635 members 
Mstep: Class 2 contains 10048 members 
Mstep: Class 3 contains 6963 members 
Mstep: Class 4 contains 48211 members 
Mstep: Class 5 contains 8817 members 
Mstep: Class 6 contains 11502 members 
Mstep: Class 7 contains 58871 members 
Mstep: Class 8 contains 11152 members 
Mstep: Class 9 contains 11162 members 
Mstep: Class 10 contains 11430 members 
Mstep: Class 11 contains 10385 members 
Mstep: Class 12 contains 7257 members 
Mstep: Class 13 contains 18998 members 
Mstep: Class 14 contains 37849 members 
Mstep: Class 15 contains 17079 members 
Mstep: Class 16 contains 24059 members 
Mstep: Class 17 contains 28695 members 
Mstep: Class 18 contains 20067 members 
Mstep: Class 19 contains 1452 members 
Mstep: Class 20 contains 200895 members 
Mstep: Class 21 contains 36111 members 
Mstep: Class 22 contains 1951 members 
Mstep: Class 23 contains 6508 members 
Mstep: Class 24 contains 1815 members 
Mstep: Class 25 contains 35245 members 
Mstep: Class 26 contains 6425 members 
Mstep: Class 27 contains 14653 members 
Mstep: Class 28 contains 21002 members 
Mstep: Class 29 contains 37802 members 
Mstep: Class 30 contains 17990 members 
Mstep: Class 31 contains 8880 members 
Mstep: Class 32 contains 1043 members 
Mstep: Class 33 contains 8078 members 
Mstep: Class 34 contains 3941 members 
Mstep: Class 35 contains 293 members 
Mstep: Class 36 contains 2543 members 
Mstep: Class 37 contains 4188 members 
Mstep: Class 38 contains 3333 members 
Mstep: Class 39 contains 33241 members 
Mstep: Class 40 contains 18305 members 
Mstep: Class 41 contains 16106 members 
Mstep: Class 42 contains 3029 members 
Mstep: Class 43 contains 2661 members 
Mstep: Class 44 contains 5089 members 
Mstep: Class 45 contains 1889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88117136.000000 Penalty: 93841.789062
Iteration 159Q: 47 clusters Score -8.811714e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 61634 members 
Mstep: Class 2 contains 10049 members 
Mstep: Class 3 contains 6962 members 
Mstep: Class 4 contains 48213 members 
Mstep: Class 5 contains 8815 members 
Mstep: Class 6 contains 11501 members 
Mstep: Class 7 contains 58864 members 
Mstep: Class 8 contains 11147 members 
Mstep: Class 9 contains 11179 members 
Mstep: Class 10 contains 11437 members 
Mstep: Class 11 contains 10404 members 
Mstep: Class 12 contains 7259 members 
Mstep: Class 13 contains 19006 members 
Mstep: Class 14 contains 37849 members 
Mstep: Class 15 contains 17088 members 
Mstep: Class 16 contains 24081 members 
Mstep: Class 17 contains 28720 members 
Mstep: Class 18 contains 20065 members 
Mstep: Class 19 contains 1455 members 
Mstep: Class 20 contains 200908 members 
Mstep: Class 21 contains 36113 members 
Mstep: Class 22 contains 1951 members 
Mstep: Class 23 contains 6503 members 
Mstep: Class 24 contains 1815 members 
Mstep: Class 25 contains 35253 members 
Mstep: Class 26 contains 6430 members 
Mstep: Class 27 contains 14660 members 
Mstep: Class 28 contains 21026 members 
Mstep: Class 29 contains 37799 members 
Mstep: Class 30 contains 17757 members 
Mstep: Class 31 contains 8886 members 
Mstep: Class 32 contains 1043 members 
Mstep: Class 33 contains 8081 members 
Mstep: Class 34 contains 3940 members 
Mstep: Class 35 contains 293 members 
Mstep: Class 36 contains 2543 members 
Mstep: Class 37 contains 4190 members 
Mstep: Class 38 contains 3333 members 
Mstep: Class 39 contains 33249 members 
Mstep: Class 40 contains 18317 members 
Mstep: Class 41 contains 16129 members 
Mstep: Class 42 contains 3038 members 
Mstep: Class 43 contains 2662 members 
Mstep: Class 44 contains 5101 members 
Mstep: Class 45 contains 1900 members 
Mstep: Class 46 contains 1116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88117904.000000 Penalty: 93841.789062
Iteration 160F: 47 clusters Score -8.81179e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 61621 members 
Mstep: Class 2 contains 10049 members 
Mstep: Class 3 contains 6962 members 
Mstep: Class 4 contains 48215 members 
Mstep: Class 5 contains 8812 members 
Mstep: Class 6 contains 11501 members 
Mstep: Class 7 contains 58820 members 
Mstep: Class 8 contains 11132 members 
Mstep: Class 9 contains 11174 members 
Mstep: Class 10 contains 11437 members 
Mstep: Class 11 contains 10404 members 
Mstep: Class 12 contains 7264 members 
Mstep: Class 13 contains 19012 members 
Mstep: Class 14 contains 37839 members 
Mstep: Class 15 contains 17071 members 
Mstep: Class 16 contains 24068 members 
Mstep: Class 17 contains 28708 members 
Mstep: Class 18 contains 20052 members 
Mstep: Class 19 contains 1453 members 
Mstep: Class 20 contains 200891 members 
Mstep: Class 21 contains 36112 members 
Mstep: Class 22 contains 1951 members 
Mstep: Class 23 contains 6503 members 
Mstep: Class 24 contains 1817 members 
Mstep: Class 25 contains 35262 members 
Mstep: Class 26 contains 6426 members 
Mstep: Class 27 contains 14663 members 
Mstep: Class 28 contains 21012 members 
Mstep: Class 29 contains 37794 members 
Mstep: Class 30 contains 17609 members 
Mstep: Class 31 contains 8889 members 
Mstep: Class 32 contains 1041 members 
Mstep: Class 33 contains 8079 members 
Mstep: Class 34 contains 3940 members 
Mstep: Class 35 contains 289 members 
Mstep: Class 36 contains 2543 members 
Mstep: Class 37 contains 4191 members 
Mstep: Class 38 contains 3331 members 
Mstep: Class 39 contains 33247 members 
Mstep: Class 40 contains 18306 members 
Mstep: Class 41 contains 16118 members 
Mstep: Class 42 contains 3039 members 
Mstep: Class 43 contains 2662 members 
Mstep: Class 44 contains 5090 members 
Mstep: Class 45 contains 1900 members 
Mstep: Class 46 contains 1465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88117856.000000 Penalty: 93841.789062
Iteration 161Q: 47 clusters Score -8.811786e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 61618 members 
Mstep: Class 2 contains 10051 members 
Mstep: Class 3 contains 6962 members 
Mstep: Class 4 contains 48216 members 
Mstep: Class 5 contains 8814 members 
Mstep: Class 6 contains 11500 members 
Mstep: Class 7 contains 58778 members 
Mstep: Class 8 contains 11121 members 
Mstep: Class 9 contains 11166 members 
Mstep: Class 10 contains 11435 members 
Mstep: Class 11 contains 10408 members 
Mstep: Class 12 contains 7269 members 
Mstep: Class 13 contains 19018 members 
Mstep: Class 14 contains 37837 members 
Mstep: Class 15 contains 17055 members 
Mstep: Class 16 contains 24059 members 
Mstep: Class 17 contains 28710 members 
Mstep: Class 18 contains 20048 members 
Mstep: Class 19 contains 1455 members 
Mstep: Class 20 contains 200867 members 
Mstep: Class 21 contains 36111 members 
Mstep: Class 22 contains 1951 members 
Mstep: Class 23 contains 6501 members 
Mstep: Class 24 contains 1818 members 
Mstep: Class 25 contains 35273 members 
Mstep: Class 26 contains 6429 members 
Mstep: Class 27 contains 14665 members 
Mstep: Class 28 contains 21001 members 
Mstep: Class 29 contains 37790 members 
Mstep: Class 30 contains 17562 members 
Mstep: Class 31 contains 8889 members 
Mstep: Class 32 contains 1039 members 
Mstep: Class 33 contains 8073 members 
Mstep: Class 34 contains 3938 members 
Mstep: Class 35 contains 286 members 
Mstep: Class 36 contains 2543 members 
Mstep: Class 37 contains 4191 members 
Mstep: Class 38 contains 3333 members 
Mstep: Class 39 contains 33247 members 
Mstep: Class 40 contains 18295 members 
Mstep: Class 41 contains 16104 members 
Mstep: Class 42 contains 3046 members 
Mstep: Class 43 contains 2661 members 
Mstep: Class 44 contains 5086 members 
Mstep: Class 45 contains 1906 members 
Mstep: Class 46 contains 1639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88117872.000000 Penalty: 93841.789062
Iteration 162Q: 47 clusters Score -8.811787e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 61610 members 
Mstep: Class 2 contains 10050 members 
Mstep: Class 3 contains 6962 members 
Mstep: Class 4 contains 48214 members 
Mstep: Class 5 contains 8813 members 
Mstep: Class 6 contains 11498 members 
Mstep: Class 7 contains 58744 members 
Mstep: Class 8 contains 11111 members 
Mstep: Class 9 contains 11166 members 
Mstep: Class 10 contains 11431 members 
Mstep: Class 11 contains 10412 members 
Mstep: Class 12 contains 7273 members 
Mstep: Class 13 contains 19025 members 
Mstep: Class 14 contains 37834 members 
Mstep: Class 15 contains 17041 members 
Mstep: Class 16 contains 24060 members 
Mstep: Class 17 contains 28699 members 
Mstep: Class 18 contains 20045 members 
Mstep: Class 19 contains 1461 members 
Mstep: Class 20 contains 200844 members 
Mstep: Class 21 contains 36107 members 
Mstep: Class 22 contains 1951 members 
Mstep: Class 23 contains 6500 members 
Mstep: Class 24 contains 1819 members 
Mstep: Class 25 contains 35288 members 
Mstep: Class 26 contains 6432 members 
Mstep: Class 27 contains 14665 members 
Mstep: Class 28 contains 20992 members 
Mstep: Class 29 contains 37791 members 
Mstep: Class 30 contains 17553 members 
Mstep: Class 31 contains 8894 members 
Mstep: Class 32 contains 1039 members 
Mstep: Class 33 contains 8072 members 
Mstep: Class 34 contains 3942 members 
Mstep: Class 35 contains 286 members 
Mstep: Class 36 contains 2543 members 
Mstep: Class 37 contains 4191 members 
Mstep: Class 38 contains 3335 members 
Mstep: Class 39 contains 33248 members 
Mstep: Class 40 contains 18285 members 
Mstep: Class 41 contains 16098 members 
Mstep: Class 42 contains 3049 members 
Mstep: Class 43 contains 2661 members 
Mstep: Class 44 contains 5086 members 
Mstep: Class 45 contains 1909 members 
Mstep: Class 46 contains 1736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88117936.000000 Penalty: 93841.789062
Iteration 163Q: 47 clusters Score -8.811794e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61606 members 
Mstep: Class 2 contains 10057 members 
Mstep: Class 3 contains 6961 members 
Mstep: Class 4 contains 48215 members 
Mstep: Class 5 contains 8812 members 
Mstep: Class 6 contains 11498 members 
Mstep: Class 7 contains 58703 members 
Mstep: Class 8 contains 11111 members 
Mstep: Class 9 contains 11161 members 
Mstep: Class 10 contains 11430 members 
Mstep: Class 11 contains 10412 members 
Mstep: Class 12 contains 7276 members 
Mstep: Class 13 contains 19033 members 
Mstep: Class 14 contains 37836 members 
Mstep: Class 15 contains 17034 members 
Mstep: Class 16 contains 24052 members 
Mstep: Class 17 contains 28703 members 
Mstep: Class 18 contains 20046 members 
Mstep: Class 19 contains 1464 members 
Mstep: Class 20 contains 200826 members 
Mstep: Class 21 contains 36108 members 
Mstep: Class 22 contains 1951 members 
Mstep: Class 23 contains 6500 members 
Mstep: Class 24 contains 1819 members 
Mstep: Class 25 contains 35305 members 
Mstep: Class 26 contains 6434 members 
Mstep: Class 27 contains 14666 members 
Mstep: Class 28 contains 20991 members 
Mstep: Class 29 contains 37785 members 
Mstep: Class 30 contains 17546 members 
Mstep: Class 31 contains 8892 members 
Mstep: Class 32 contains 1039 members 
Mstep: Class 33 contains 8071 members 
Mstep: Class 34 contains 3944 members 
Mstep: Class 35 contains 283 members 
Mstep: Class 36 contains 2543 members 
Mstep: Class 37 contains 4190 members 
Mstep: Class 38 contains 3336 members 
Mstep: Class 39 contains 33256 members 
Mstep: Class 40 contains 18282 members 
Mstep: Class 41 contains 16091 members 
Mstep: Class 42 contains 3051 members 
Mstep: Class 43 contains 2661 members 
Mstep: Class 44 contains 5084 members 
Mstep: Class 45 contains 1915 members 
Mstep: Class 46 contains 1787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88117952.000000 Penalty: 93841.789062
Iteration 164Q: 47 clusters Score -8.811795e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61604 members 
Mstep: Class 2 contains 10063 members 
Mstep: Class 3 contains 6960 members 
Mstep: Class 4 contains 48215 members 
Mstep: Class 5 contains 8812 members 
Mstep: Class 6 contains 11500 members 
Mstep: Class 7 contains 58672 members 
Mstep: Class 8 contains 11109 members 
Mstep: Class 9 contains 11161 members 
Mstep: Class 10 contains 11431 members 
Mstep: Class 11 contains 10416 members 
Mstep: Class 12 contains 7283 members 
Mstep: Class 13 contains 19032 members 
Mstep: Class 14 contains 37836 members 
Mstep: Class 15 contains 17029 members 
Mstep: Class 16 contains 24039 members 
Mstep: Class 17 contains 28707 members 
Mstep: Class 18 contains 20047 members 
Mstep: Class 19 contains 1471 members 
Mstep: Class 20 contains 200806 members 
Mstep: Class 21 contains 36108 members 
Mstep: Class 22 contains 1951 members 
Mstep: Class 23 contains 6500 members 
Mstep: Class 24 contains 1819 members 
Mstep: Class 25 contains 35319 members 
Mstep: Class 26 contains 6434 members 
Mstep: Class 27 contains 14666 members 
Mstep: Class 28 contains 20985 members 
Mstep: Class 29 contains 37776 members 
Mstep: Class 30 contains 17546 members 
Mstep: Class 31 contains 8894 members 
Mstep: Class 32 contains 1039 members 
Mstep: Class 33 contains 8069 members 
Mstep: Class 34 contains 3945 members 
Mstep: Class 35 contains 277 members 
Mstep: Class 36 contains 2543 members 
Mstep: Class 37 contains 4191 members 
Mstep: Class 38 contains 3336 members 
Mstep: Class 39 contains 33264 members 
Mstep: Class 40 contains 18280 members 
Mstep: Class 41 contains 16083 members 
Mstep: Class 42 contains 3052 members 
Mstep: Class 43 contains 2660 members 
Mstep: Class 44 contains 5085 members 
Mstep: Class 45 contains 1921 members 
Mstep: Class 46 contains 1830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88118064.000000 Penalty: 93841.789062
Iteration 165Q: 47 clusters Score -8.811806e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61606 members 
Mstep: Class 2 contains 10066 members 
Mstep: Class 3 contains 6960 members 
Mstep: Class 4 contains 48213 members 
Mstep: Class 5 contains 8809 members 
Mstep: Class 6 contains 11503 members 
Mstep: Class 7 contains 58650 members 
Mstep: Class 8 contains 11107 members 
Mstep: Class 9 contains 11160 members 
Mstep: Class 10 contains 11431 members 
Mstep: Class 11 contains 10414 members 
Mstep: Class 12 contains 7290 members 
Mstep: Class 13 contains 19033 members 
Mstep: Class 14 contains 37838 members 
Mstep: Class 15 contains 17023 members 
Mstep: Class 16 contains 24031 members 
Mstep: Class 17 contains 28707 members 
Mstep: Class 18 contains 20043 members 
Mstep: Class 19 contains 1470 members 
Mstep: Class 20 contains 200788 members 
Mstep: Class 21 contains 36107 members 
Mstep: Class 22 contains 1952 members 
Mstep: Class 23 contains 6500 members 
Mstep: Class 24 contains 1821 members 
Mstep: Class 25 contains 35327 members 
Mstep: Class 26 contains 6431 members 
Mstep: Class 27 contains 14667 members 
Mstep: Class 28 contains 20981 members 
Mstep: Class 29 contains 37775 members 
Mstep: Class 30 contains 17545 members 
Mstep: Class 31 contains 8897 members 
Mstep: Class 32 contains 1039 members 
Mstep: Class 33 contains 8068 members 
Mstep: Class 34 contains 3946 members 
Mstep: Class 35 contains 275 members 
Mstep: Class 36 contains 2543 members 
Mstep: Class 37 contains 4191 members 
Mstep: Class 38 contains 3339 members 
Mstep: Class 39 contains 33268 members 
Mstep: Class 40 contains 18279 members 
Mstep: Class 41 contains 16081 members 
Mstep: Class 42 contains 3052 members 
Mstep: Class 43 contains 2660 members 
Mstep: Class 44 contains 5085 members 
Mstep: Class 45 contains 1927 members 
Mstep: Class 46 contains 1868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88118072.000000 Penalty: 93841.789062
Iteration 166Q: 47 clusters Score -8.811807e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61605 members 
Mstep: Class 2 contains 10067 members 
Mstep: Class 3 contains 6959 members 
Mstep: Class 4 contains 48216 members 
Mstep: Class 5 contains 8809 members 
Mstep: Class 6 contains 11501 members 
Mstep: Class 7 contains 58634 members 
Mstep: Class 8 contains 11102 members 
Mstep: Class 9 contains 11159 members 
Mstep: Class 10 contains 11431 members 
Mstep: Class 11 contains 10415 members 
Mstep: Class 12 contains 7294 members 
Mstep: Class 13 contains 19036 members 
Mstep: Class 14 contains 37838 members 
Mstep: Class 15 contains 17020 members 
Mstep: Class 16 contains 24027 members 
Mstep: Class 17 contains 28709 members 
Mstep: Class 18 contains 20039 members 
Mstep: Class 19 contains 1469 members 
Mstep: Class 20 contains 200771 members 
Mstep: Class 21 contains 36105 members 
Mstep: Class 22 contains 1952 members 
Mstep: Class 23 contains 6500 members 
Mstep: Class 24 contains 1822 members 
Mstep: Class 25 contains 35335 members 
Mstep: Class 26 contains 6431 members 
Mstep: Class 27 contains 14668 members 
Mstep: Class 28 contains 20982 members 
Mstep: Class 29 contains 37773 members 
Mstep: Class 30 contains 17549 members 
Mstep: Class 31 contains 8901 members 
Mstep: Class 32 contains 1039 members 
Mstep: Class 33 contains 8069 members 
Mstep: Class 34 contains 3945 members 
Mstep: Class 35 contains 273 members 
Mstep: Class 36 contains 2543 members 
Mstep: Class 37 contains 4191 members 
Mstep: Class 38 contains 3339 members 
Mstep: Class 39 contains 33280 members 
Mstep: Class 40 contains 18281 members 
Mstep: Class 41 contains 16081 members 
Mstep: Class 42 contains 3052 members 
Mstep: Class 43 contains 2660 members 
Mstep: Class 44 contains 5086 members 
Mstep: Class 45 contains 1935 members 
Mstep: Class 46 contains 1873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88118160.000000 Penalty: 93841.789062
Iteration 167Q: 47 clusters Score -8.811816e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61611 members 
Mstep: Class 2 contains 10071 members 
Mstep: Class 3 contains 6959 members 
Mstep: Class 4 contains 48217 members 
Mstep: Class 5 contains 8809 members 
Mstep: Class 6 contains 11501 members 
Mstep: Class 7 contains 58618 members 
Mstep: Class 8 contains 11101 members 
Mstep: Class 9 contains 11159 members 
Mstep: Class 10 contains 11431 members 
Mstep: Class 11 contains 10416 members 
Mstep: Class 12 contains 7297 members 
Mstep: Class 13 contains 19038 members 
Mstep: Class 14 contains 37839 members 
Mstep: Class 15 contains 17019 members 
Mstep: Class 16 contains 24026 members 
Mstep: Class 17 contains 28708 members 
Mstep: Class 18 contains 20033 members 
Mstep: Class 19 contains 1472 members 
Mstep: Class 20 contains 200748 members 
Mstep: Class 21 contains 36105 members 
Mstep: Class 22 contains 1952 members 
Mstep: Class 23 contains 6498 members 
Mstep: Class 24 contains 1824 members 
Mstep: Class 25 contains 35342 members 
Mstep: Class 26 contains 6430 members 
Mstep: Class 27 contains 14669 members 
Mstep: Class 28 contains 20981 members 
Mstep: Class 29 contains 37770 members 
Mstep: Class 30 contains 17548 members 
Mstep: Class 31 contains 8904 members 
Mstep: Class 32 contains 1039 members 
Mstep: Class 33 contains 8070 members 
Mstep: Class 34 contains 3947 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2543 members 
Mstep: Class 37 contains 4191 members 
Mstep: Class 38 contains 3342 members 
Mstep: Class 39 contains 33287 members 
Mstep: Class 40 contains 18279 members 
Mstep: Class 41 contains 16079 members 
Mstep: Class 42 contains 3052 members 
Mstep: Class 43 contains 2660 members 
Mstep: Class 44 contains 5088 members 
Mstep: Class 45 contains 1943 members 
Mstep: Class 46 contains 1879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88118128.000000 Penalty: 93841.789062
Iteration 168Q: 47 clusters Score -8.811813e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61613 members 
Mstep: Class 2 contains 10076 members 
Mstep: Class 3 contains 6959 members 
Mstep: Class 4 contains 48217 members 
Mstep: Class 5 contains 8809 members 
Mstep: Class 6 contains 11501 members 
Mstep: Class 7 contains 58605 members 
Mstep: Class 8 contains 11101 members 
Mstep: Class 9 contains 11159 members 
Mstep: Class 10 contains 11431 members 
Mstep: Class 11 contains 10416 members 
Mstep: Class 12 contains 7302 members 
Mstep: Class 13 contains 19039 members 
Mstep: Class 14 contains 37840 members 
Mstep: Class 15 contains 17019 members 
Mstep: Class 16 contains 24023 members 
Mstep: Class 17 contains 28712 members 
Mstep: Class 18 contains 20028 members 
Mstep: Class 19 contains 1474 members 
Mstep: Class 20 contains 200734 members 
Mstep: Class 21 contains 36107 members 
Mstep: Class 22 contains 1950 members 
Mstep: Class 23 contains 6495 members 
Mstep: Class 24 contains 1823 members 
Mstep: Class 25 contains 35347 members 
Mstep: Class 26 contains 6431 members 
Mstep: Class 27 contains 14669 members 
Mstep: Class 28 contains 20981 members 
Mstep: Class 29 contains 37767 members 
Mstep: Class 30 contains 17547 members 
Mstep: Class 31 contains 8907 members 
Mstep: Class 32 contains 1038 members 
Mstep: Class 33 contains 8069 members 
Mstep: Class 34 contains 3950 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 2543 members 
Mstep: Class 37 contains 4191 members 
Mstep: Class 38 contains 3344 members 
Mstep: Class 39 contains 33294 members 
Mstep: Class 40 contains 18279 members 
Mstep: Class 41 contains 16077 members 
Mstep: Class 42 contains 3052 members 
Mstep: Class 43 contains 2660 members 
Mstep: Class 44 contains 5088 members 
Mstep: Class 45 contains 1949 members 
Mstep: Class 46 contains 1881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88118216.000000 Penalty: 93841.789062
Iteration 169Q: 47 clusters Score -8.811822e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61614 members 
Mstep: Class 2 contains 10078 members 
Mstep: Class 3 contains 6959 members 
Mstep: Class 4 contains 48219 members 
Mstep: Class 5 contains 8809 members 
Mstep: Class 6 contains 11503 members 
Mstep: Class 7 contains 58588 members 
Mstep: Class 8 contains 11100 members 
Mstep: Class 9 contains 11157 members 
Mstep: Class 10 contains 11431 members 
Mstep: Class 11 contains 10416 members 
Mstep: Class 12 contains 7302 members 
Mstep: Class 13 contains 19040 members 
Mstep: Class 14 contains 37839 members 
Mstep: Class 15 contains 17015 members 
Mstep: Class 16 contains 24021 members 
Mstep: Class 17 contains 28719 members 
Mstep: Class 18 contains 20023 members 
Mstep: Class 19 contains 1478 members 
Mstep: Class 20 contains 200731 members 
Mstep: Class 21 contains 36104 members 
Mstep: Class 22 contains 1950 members 
Mstep: Class 23 contains 6491 members 
Mstep: Class 24 contains 1823 members 
Mstep: Class 25 contains 35356 members 
Mstep: Class 26 contains 6431 members 
Mstep: Class 27 contains 14669 members 
Mstep: Class 28 contains 20978 members 
Mstep: Class 29 contains 37763 members 
Mstep: Class 30 contains 17549 members 
Mstep: Class 31 contains 8909 members 
Mstep: Class 32 contains 1038 members 
Mstep: Class 33 contains 8069 members 
Mstep: Class 34 contains 3954 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 2543 members 
Mstep: Class 37 contains 4192 members 
Mstep: Class 38 contains 3346 members 
Mstep: Class 39 contains 33305 members 
Mstep: Class 40 contains 18280 members 
Mstep: Class 41 contains 16076 members 
Mstep: Class 42 contains 3052 members 
Mstep: Class 43 contains 2660 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1953 members 
Mstep: Class 46 contains 1877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88118256.000000 Penalty: 93841.789062
Iteration 170Q: 47 clusters Score -8.811826e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61614 members 
Mstep: Class 2 contains 10085 members 
Mstep: Class 3 contains 6959 members 
Mstep: Class 4 contains 48220 members 
Mstep: Class 5 contains 8809 members 
Mstep: Class 6 contains 11502 members 
Mstep: Class 7 contains 58567 members 
Mstep: Class 8 contains 11099 members 
Mstep: Class 9 contains 11155 members 
Mstep: Class 10 contains 11432 members 
Mstep: Class 11 contains 10416 members 
Mstep: Class 12 contains 7303 members 
Mstep: Class 13 contains 19040 members 
Mstep: Class 14 contains 37839 members 
Mstep: Class 15 contains 17012 members 
Mstep: Class 16 contains 24015 members 
Mstep: Class 17 contains 28726 members 
Mstep: Class 18 contains 20020 members 
Mstep: Class 19 contains 1480 members 
Mstep: Class 20 contains 200725 members 
Mstep: Class 21 contains 36106 members 
Mstep: Class 22 contains 1950 members 
Mstep: Class 23 contains 6490 members 
Mstep: Class 24 contains 1822 members 
Mstep: Class 25 contains 35365 members 
Mstep: Class 26 contains 6431 members 
Mstep: Class 27 contains 14670 members 
Mstep: Class 28 contains 20979 members 
Mstep: Class 29 contains 37754 members 
Mstep: Class 30 contains 17544 members 
Mstep: Class 31 contains 8910 members 
Mstep: Class 32 contains 1039 members 
Mstep: Class 33 contains 8068 members 
Mstep: Class 34 contains 3955 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 2543 members 
Mstep: Class 37 contains 4193 members 
Mstep: Class 38 contains 3348 members 
Mstep: Class 39 contains 33312 members 
Mstep: Class 40 contains 18281 members 
Mstep: Class 41 contains 16078 members 
Mstep: Class 42 contains 3052 members 
Mstep: Class 43 contains 2660 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1960 members 
Mstep: Class 46 contains 1882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88118224.000000 Penalty: 93841.789062
Iteration 171Q: 47 clusters Score -8.811822e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61613 members 
Mstep: Class 2 contains 10094 members 
Mstep: Class 3 contains 6959 members 
Mstep: Class 4 contains 48219 members 
Mstep: Class 5 contains 8808 members 
Mstep: Class 6 contains 11501 members 
Mstep: Class 7 contains 58552 members 
Mstep: Class 8 contains 11097 members 
Mstep: Class 9 contains 11154 members 
Mstep: Class 10 contains 11432 members 
Mstep: Class 11 contains 10416 members 
Mstep: Class 12 contains 7304 members 
Mstep: Class 13 contains 19041 members 
Mstep: Class 14 contains 37839 members 
Mstep: Class 15 contains 17010 members 
Mstep: Class 16 contains 24015 members 
Mstep: Class 17 contains 28728 members 
Mstep: Class 18 contains 20018 members 
Mstep: Class 19 contains 1480 members 
Mstep: Class 20 contains 200715 members 
Mstep: Class 21 contains 36107 members 
Mstep: Class 22 contains 1949 members 
Mstep: Class 23 contains 6490 members 
Mstep: Class 24 contains 1823 members 
Mstep: Class 25 contains 35377 members 
Mstep: Class 26 contains 6430 members 
Mstep: Class 27 contains 14669 members 
Mstep: Class 28 contains 20972 members 
Mstep: Class 29 contains 37746 members 
Mstep: Class 30 contains 17547 members 
Mstep: Class 31 contains 8912 members 
Mstep: Class 32 contains 1040 members 
Mstep: Class 33 contains 8068 members 
Mstep: Class 34 contains 3956 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 2543 members 
Mstep: Class 37 contains 4194 members 
Mstep: Class 38 contains 3349 members 
Mstep: Class 39 contains 33320 members 
Mstep: Class 40 contains 18281 members 
Mstep: Class 41 contains 16080 members 
Mstep: Class 42 contains 3052 members 
Mstep: Class 43 contains 2659 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1965 members 
Mstep: Class 46 contains 1886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88118080.000000 Penalty: 93841.789062
Iteration 172Q: 47 clusters Score -8.811808e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61615 members 
Mstep: Class 2 contains 10097 members 
Mstep: Class 3 contains 6959 members 
Mstep: Class 4 contains 48219 members 
Mstep: Class 5 contains 8806 members 
Mstep: Class 6 contains 11501 members 
Mstep: Class 7 contains 58536 members 
Mstep: Class 8 contains 11097 members 
Mstep: Class 9 contains 11154 members 
Mstep: Class 10 contains 11432 members 
Mstep: Class 11 contains 10416 members 
Mstep: Class 12 contains 7307 members 
Mstep: Class 13 contains 19041 members 
Mstep: Class 14 contains 37838 members 
Mstep: Class 15 contains 17008 members 
Mstep: Class 16 contains 24015 members 
Mstep: Class 17 contains 28730 members 
Mstep: Class 18 contains 20012 members 
Mstep: Class 19 contains 1480 members 
Mstep: Class 20 contains 200707 members 
Mstep: Class 21 contains 36106 members 
Mstep: Class 22 contains 1949 members 
Mstep: Class 23 contains 6492 members 
Mstep: Class 24 contains 1827 members 
Mstep: Class 25 contains 35394 members 
Mstep: Class 26 contains 6430 members 
Mstep: Class 27 contains 14668 members 
Mstep: Class 28 contains 20967 members 
Mstep: Class 29 contains 37744 members 
Mstep: Class 30 contains 17547 members 
Mstep: Class 31 contains 8914 members 
Mstep: Class 32 contains 1041 members 
Mstep: Class 33 contains 8068 members 
Mstep: Class 34 contains 3960 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 2543 members 
Mstep: Class 37 contains 4193 members 
Mstep: Class 38 contains 3347 members 
Mstep: Class 39 contains 33322 members 
Mstep: Class 40 contains 18280 members 
Mstep: Class 41 contains 16079 members 
Mstep: Class 42 contains 3052 members 
Mstep: Class 43 contains 2659 members 
Mstep: Class 44 contains 5088 members 
Mstep: Class 45 contains 1966 members 
Mstep: Class 46 contains 1891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88118176.000000 Penalty: 93841.789062
Iteration 173Q: 47 clusters Score -8.811818e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61617 members 
Mstep: Class 2 contains 10101 members 
Mstep: Class 3 contains 6959 members 
Mstep: Class 4 contains 48217 members 
Mstep: Class 5 contains 8804 members 
Mstep: Class 6 contains 11501 members 
Mstep: Class 7 contains 58515 members 
Mstep: Class 8 contains 11094 members 
Mstep: Class 9 contains 11154 members 
Mstep: Class 10 contains 11432 members 
Mstep: Class 11 contains 10416 members 
Mstep: Class 12 contains 7313 members 
Mstep: Class 13 contains 19041 members 
Mstep: Class 14 contains 37835 members 
Mstep: Class 15 contains 17008 members 
Mstep: Class 16 contains 24010 members 
Mstep: Class 17 contains 28731 members 
Mstep: Class 18 contains 20003 members 
Mstep: Class 19 contains 1480 members 
Mstep: Class 20 contains 200703 members 
Mstep: Class 21 contains 36107 members 
Mstep: Class 22 contains 1948 members 
Mstep: Class 23 contains 6494 members 
Mstep: Class 24 contains 1829 members 
Mstep: Class 25 contains 35409 members 
Mstep: Class 26 contains 6430 members 
Mstep: Class 27 contains 14668 members 
Mstep: Class 28 contains 20970 members 
Mstep: Class 29 contains 37740 members 
Mstep: Class 30 contains 17550 members 
Mstep: Class 31 contains 8918 members 
Mstep: Class 32 contains 1040 members 
Mstep: Class 33 contains 8068 members 
Mstep: Class 34 contains 3961 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 2543 members 
Mstep: Class 37 contains 4194 members 
Mstep: Class 38 contains 3348 members 
Mstep: Class 39 contains 33326 members 
Mstep: Class 40 contains 18280 members 
Mstep: Class 41 contains 16079 members 
Mstep: Class 42 contains 3052 members 
Mstep: Class 43 contains 2659 members 
Mstep: Class 44 contains 5088 members 
Mstep: Class 45 contains 1973 members 
Mstep: Class 46 contains 1889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88118112.000000 Penalty: 93841.789062
Iteration 174Q: 47 clusters Score -8.811811e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61618 members 
Mstep: Class 2 contains 10106 members 
Mstep: Class 3 contains 6959 members 
Mstep: Class 4 contains 48216 members 
Mstep: Class 5 contains 8804 members 
Mstep: Class 6 contains 11501 members 
Mstep: Class 7 contains 58492 members 
Mstep: Class 8 contains 11093 members 
Mstep: Class 9 contains 11155 members 
Mstep: Class 10 contains 11432 members 
Mstep: Class 11 contains 10416 members 
Mstep: Class 12 contains 7321 members 
Mstep: Class 13 contains 19042 members 
Mstep: Class 14 contains 37836 members 
Mstep: Class 15 contains 17008 members 
Mstep: Class 16 contains 24007 members 
Mstep: Class 17 contains 28732 members 
Mstep: Class 18 contains 19992 members 
Mstep: Class 19 contains 1480 members 
Mstep: Class 20 contains 200696 members 
Mstep: Class 21 contains 36109 members 
Mstep: Class 22 contains 1947 members 
Mstep: Class 23 contains 6493 members 
Mstep: Class 24 contains 1829 members 
Mstep: Class 25 contains 35428 members 
Mstep: Class 26 contains 6430 members 
Mstep: Class 27 contains 14668 members 
Mstep: Class 28 contains 20968 members 
Mstep: Class 29 contains 37733 members 
Mstep: Class 30 contains 17547 members 
Mstep: Class 31 contains 8922 members 
Mstep: Class 32 contains 1040 members 
Mstep: Class 33 contains 8068 members 
Mstep: Class 34 contains 3963 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 2543 members 
Mstep: Class 37 contains 4194 members 
Mstep: Class 38 contains 3349 members 
Mstep: Class 39 contains 33333 members 
Mstep: Class 40 contains 18280 members 
Mstep: Class 41 contains 16079 members 
Mstep: Class 42 contains 3052 members 
Mstep: Class 43 contains 2659 members 
Mstep: Class 44 contains 5088 members 
Mstep: Class 45 contains 1977 members 
Mstep: Class 46 contains 1892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88118208.000000 Penalty: 93841.789062
Iteration 175Q: 47 clusters Score -8.811821e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61619 members 
Mstep: Class 2 contains 10113 members 
Mstep: Class 3 contains 6959 members 
Mstep: Class 4 contains 48218 members 
Mstep: Class 5 contains 8804 members 
Mstep: Class 6 contains 11502 members 
Mstep: Class 7 contains 58470 members 
Mstep: Class 8 contains 11093 members 
Mstep: Class 9 contains 11157 members 
Mstep: Class 10 contains 11432 members 
Mstep: Class 11 contains 10416 members 
Mstep: Class 12 contains 7332 members 
Mstep: Class 13 contains 19042 members 
Mstep: Class 14 contains 37837 members 
Mstep: Class 15 contains 17008 members 
Mstep: Class 16 contains 24006 members 
Mstep: Class 17 contains 28733 members 
Mstep: Class 18 contains 19982 members 
Mstep: Class 19 contains 1480 members 
Mstep: Class 20 contains 200688 members 
Mstep: Class 21 contains 36109 members 
Mstep: Class 22 contains 1947 members 
Mstep: Class 23 contains 6492 members 
Mstep: Class 24 contains 1829 members 
Mstep: Class 25 contains 35443 members 
Mstep: Class 26 contains 6430 members 
Mstep: Class 27 contains 14668 members 
Mstep: Class 28 contains 20963 members 
Mstep: Class 29 contains 37727 members 
Mstep: Class 30 contains 17544 members 
Mstep: Class 31 contains 8922 members 
Mstep: Class 32 contains 1040 members 
Mstep: Class 33 contains 8067 members 
Mstep: Class 34 contains 3966 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 2543 members 
Mstep: Class 37 contains 4194 members 
Mstep: Class 38 contains 3350 members 
Mstep: Class 39 contains 33341 members 
Mstep: Class 40 contains 18280 members 
Mstep: Class 41 contains 16079 members 
Mstep: Class 42 contains 3052 members 
Mstep: Class 43 contains 2659 members 
Mstep: Class 44 contains 5088 members 
Mstep: Class 45 contains 1979 members 
Mstep: Class 46 contains 1894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88118216.000000 Penalty: 93841.789062
Iteration 176Q: 47 clusters Score -8.811822e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61620 members 
Mstep: Class 2 contains 10125 members 
Mstep: Class 3 contains 6959 members 
Mstep: Class 4 contains 48218 members 
Mstep: Class 5 contains 8802 members 
Mstep: Class 6 contains 11502 members 
Mstep: Class 7 contains 58443 members 
Mstep: Class 8 contains 11093 members 
Mstep: Class 9 contains 11157 members 
Mstep: Class 10 contains 11432 members 
Mstep: Class 11 contains 10416 members 
Mstep: Class 12 contains 7335 members 
Mstep: Class 13 contains 19042 members 
Mstep: Class 14 contains 37836 members 
Mstep: Class 15 contains 17008 members 
Mstep: Class 16 contains 24001 members 
Mstep: Class 17 contains 28735 members 
Mstep: Class 18 contains 19977 members 
Mstep: Class 19 contains 1479 members 
Mstep: Class 20 contains 200683 members 
Mstep: Class 21 contains 36108 members 
Mstep: Class 22 contains 1947 members 
Mstep: Class 23 contains 6492 members 
Mstep: Class 24 contains 1829 members 
Mstep: Class 25 contains 35461 members 
Mstep: Class 26 contains 6430 members 
Mstep: Class 27 contains 14669 members 
Mstep: Class 28 contains 20963 members 
Mstep: Class 29 contains 37719 members 
Mstep: Class 30 contains 17542 members 
Mstep: Class 31 contains 8921 members 
Mstep: Class 32 contains 1040 members 
Mstep: Class 33 contains 8066 members 
Mstep: Class 34 contains 3974 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 2543 members 
Mstep: Class 37 contains 4194 members 
Mstep: Class 38 contains 3351 members 
Mstep: Class 39 contains 33349 members 
Mstep: Class 40 contains 18280 members 
Mstep: Class 41 contains 16079 members 
Mstep: Class 42 contains 3052 members 
Mstep: Class 43 contains 2659 members 
Mstep: Class 44 contains 5088 members 
Mstep: Class 45 contains 1982 members 
Mstep: Class 46 contains 1896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88118240.000000 Penalty: 93841.789062
Iteration 177Q: 47 clusters Score -8.811824e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61620 members 
Mstep: Class 2 contains 10134 members 
Mstep: Class 3 contains 6959 members 
Mstep: Class 4 contains 48217 members 
Mstep: Class 5 contains 8800 members 
Mstep: Class 6 contains 11502 members 
Mstep: Class 7 contains 58427 members 
Mstep: Class 8 contains 11090 members 
Mstep: Class 9 contains 11157 members 
Mstep: Class 10 contains 11432 members 
Mstep: Class 11 contains 10416 members 
Mstep: Class 12 contains 7337 members 
Mstep: Class 13 contains 19042 members 
Mstep: Class 14 contains 37836 members 
Mstep: Class 15 contains 17006 members 
Mstep: Class 16 contains 23999 members 
Mstep: Class 17 contains 28734 members 
Mstep: Class 18 contains 19973 members 
Mstep: Class 19 contains 1479 members 
Mstep: Class 20 contains 200680 members 
Mstep: Class 21 contains 36105 members 
Mstep: Class 22 contains 1947 members 
Mstep: Class 23 contains 6493 members 
Mstep: Class 24 contains 1829 members 
Mstep: Class 25 contains 35471 members 
Mstep: Class 26 contains 6430 members 
Mstep: Class 27 contains 14669 members 
Mstep: Class 28 contains 20963 members 
Mstep: Class 29 contains 37712 members 
Mstep: Class 30 contains 17540 members 
Mstep: Class 31 contains 8923 members 
Mstep: Class 32 contains 1040 members 
Mstep: Class 33 contains 8066 members 
Mstep: Class 34 contains 3983 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 2543 members 
Mstep: Class 37 contains 4194 members 
Mstep: Class 38 contains 3352 members 
Mstep: Class 39 contains 33354 members 
Mstep: Class 40 contains 18280 members 
Mstep: Class 41 contains 16079 members 
Mstep: Class 42 contains 3052 members 
Mstep: Class 43 contains 2658 members 
Mstep: Class 44 contains 5088 members 
Mstep: Class 45 contains 1984 members 
Mstep: Class 46 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88118328.000000 Penalty: 93841.789062
Iteration 178Q: 47 clusters Score -8.811833e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61623 members 
Mstep: Class 2 contains 10142 members 
Mstep: Class 3 contains 6959 members 
Mstep: Class 4 contains 48216 members 
Mstep: Class 5 contains 8800 members 
Mstep: Class 6 contains 11502 members 
Mstep: Class 7 contains 58414 members 
Mstep: Class 8 contains 11089 members 
Mstep: Class 9 contains 11157 members 
Mstep: Class 10 contains 11432 members 
Mstep: Class 11 contains 10416 members 
Mstep: Class 12 contains 7343 members 
Mstep: Class 13 contains 19042 members 
Mstep: Class 14 contains 37836 members 
Mstep: Class 15 contains 17006 members 
Mstep: Class 16 contains 23997 members 
Mstep: Class 17 contains 28732 members 
Mstep: Class 18 contains 19967 members 
Mstep: Class 19 contains 1479 members 
Mstep: Class 20 contains 200672 members 
Mstep: Class 21 contains 36105 members 
Mstep: Class 22 contains 1947 members 
Mstep: Class 23 contains 6493 members 
Mstep: Class 24 contains 1829 members 
Mstep: Class 25 contains 35480 members 
Mstep: Class 26 contains 6430 members 
Mstep: Class 27 contains 14669 members 
Mstep: Class 28 contains 20966 members 
Mstep: Class 29 contains 37704 members 
Mstep: Class 30 contains 17542 members 
Mstep: Class 31 contains 8922 members 
Mstep: Class 32 contains 1040 members 
Mstep: Class 33 contains 8066 members 
Mstep: Class 34 contains 3985 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 2543 members 
Mstep: Class 37 contains 4194 members 
Mstep: Class 38 contains 3353 members 
Mstep: Class 39 contains 33362 members 
Mstep: Class 40 contains 18279 members 
Mstep: Class 41 contains 16080 members 
Mstep: Class 42 contains 3052 members 
Mstep: Class 43 contains 2658 members 
Mstep: Class 44 contains 5088 members 
Mstep: Class 45 contains 1984 members 
Mstep: Class 46 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88118248.000000 Penalty: 93841.789062
Iteration 179Q: 47 clusters Score -8.811825e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61625 members 
Mstep: Class 2 contains 10145 members 
Mstep: Class 3 contains 6958 members 
Mstep: Class 4 contains 48215 members 
Mstep: Class 5 contains 8799 members 
Mstep: Class 6 contains 11502 members 
Mstep: Class 7 contains 58401 members 
Mstep: Class 8 contains 11089 members 
Mstep: Class 9 contains 11157 members 
Mstep: Class 10 contains 11432 members 
Mstep: Class 11 contains 10416 members 
Mstep: Class 12 contains 7347 members 
Mstep: Class 13 contains 19043 members 
Mstep: Class 14 contains 37835 members 
Mstep: Class 15 contains 17006 members 
Mstep: Class 16 contains 23997 members 
Mstep: Class 17 contains 28728 members 
Mstep: Class 18 contains 19961 members 
Mstep: Class 19 contains 1478 members 
Mstep: Class 20 contains 200659 members 
Mstep: Class 21 contains 36107 members 
Mstep: Class 22 contains 1947 members 
Mstep: Class 23 contains 6493 members 
Mstep: Class 24 contains 1830 members 
Mstep: Class 25 contains 35489 members 
Mstep: Class 26 contains 6430 members 
Mstep: Class 27 contains 14670 members 
Mstep: Class 28 contains 20967 members 
Mstep: Class 29 contains 37701 members 
Mstep: Class 30 contains 17542 members 
Mstep: Class 31 contains 8924 members 
Mstep: Class 32 contains 1040 members 
Mstep: Class 33 contains 8066 members 
Mstep: Class 34 contains 3987 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 2543 members 
Mstep: Class 37 contains 4195 members 
Mstep: Class 38 contains 3353 members 
Mstep: Class 39 contains 33372 members 
Mstep: Class 40 contains 18280 members 
Mstep: Class 41 contains 16079 members 
Mstep: Class 42 contains 3052 members 
Mstep: Class 43 contains 2659 members 
Mstep: Class 44 contains 5088 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 1904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88118352.000000 Penalty: 93841.789062
Iteration 180F: 47 clusters Score -8.811835e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61625 members 
Mstep: Class 2 contains 10157 members 
Mstep: Class 3 contains 6958 members 
Mstep: Class 4 contains 48215 members 
Mstep: Class 5 contains 8800 members 
Mstep: Class 6 contains 11502 members 
Mstep: Class 7 contains 58389 members 
Mstep: Class 8 contains 11087 members 
Mstep: Class 9 contains 11158 members 
Mstep: Class 10 contains 11432 members 
Mstep: Class 11 contains 10416 members 
Mstep: Class 12 contains 7349 members 
Mstep: Class 13 contains 19043 members 
Mstep: Class 14 contains 37833 members 
Mstep: Class 15 contains 17005 members 
Mstep: Class 16 contains 23993 members 
Mstep: Class 17 contains 28727 members 
Mstep: Class 18 contains 19960 members 
Mstep: Class 19 contains 1480 members 
Mstep: Class 20 contains 200652 members 
Mstep: Class 21 contains 36105 members 
Mstep: Class 22 contains 1947 members 
Mstep: Class 23 contains 6492 members 
Mstep: Class 24 contains 1831 members 
Mstep: Class 25 contains 35500 members 
Mstep: Class 26 contains 6429 members 
Mstep: Class 27 contains 14669 members 
Mstep: Class 28 contains 20971 members 
Mstep: Class 29 contains 37691 members 
Mstep: Class 30 contains 17538 members 
Mstep: Class 31 contains 8923 members 
Mstep: Class 32 contains 1040 members 
Mstep: Class 33 contains 8067 members 
Mstep: Class 34 contains 3986 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 2543 members 
Mstep: Class 37 contains 4197 members 
Mstep: Class 38 contains 3358 members 
Mstep: Class 39 contains 33375 members 
Mstep: Class 40 contains 18280 members 
Mstep: Class 41 contains 16079 members 
Mstep: Class 42 contains 3052 members 
Mstep: Class 43 contains 2659 members 
Mstep: Class 44 contains 5088 members 
Mstep: Class 45 contains 1988 members 
Mstep: Class 46 contains 1908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88118376.000000 Penalty: 93841.789062
Iteration 181Q: 47 clusters Score -8.811838e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61626 members 
Mstep: Class 2 contains 10164 members 
Mstep: Class 3 contains 6958 members 
Mstep: Class 4 contains 48216 members 
Mstep: Class 5 contains 8800 members 
Mstep: Class 6 contains 11502 members 
Mstep: Class 7 contains 58378 members 
Mstep: Class 8 contains 11086 members 
Mstep: Class 9 contains 11159 members 
Mstep: Class 10 contains 11432 members 
Mstep: Class 11 contains 10416 members 
Mstep: Class 12 contains 7352 members 
Mstep: Class 13 contains 19044 members 
Mstep: Class 14 contains 37830 members 
Mstep: Class 15 contains 17005 members 
Mstep: Class 16 contains 23991 members 
Mstep: Class 17 contains 28729 members 
Mstep: Class 18 contains 19955 members 
Mstep: Class 19 contains 1480 members 
Mstep: Class 20 contains 200651 members 
Mstep: Class 21 contains 36101 members 
Mstep: Class 22 contains 1947 members 
Mstep: Class 23 contains 6491 members 
Mstep: Class 24 contains 1831 members 
Mstep: Class 25 contains 35509 members 
Mstep: Class 26 contains 6429 members 
Mstep: Class 27 contains 14669 members 
Mstep: Class 28 contains 20972 members 
Mstep: Class 29 contains 37684 members 
Mstep: Class 30 contains 17540 members 
Mstep: Class 31 contains 8923 members 
Mstep: Class 32 contains 1040 members 
Mstep: Class 33 contains 8067 members 
Mstep: Class 34 contains 3984 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 2543 members 
Mstep: Class 37 contains 4198 members 
Mstep: Class 38 contains 3361 members 
Mstep: Class 39 contains 33380 members 
Mstep: Class 40 contains 18280 members 
Mstep: Class 41 contains 16079 members 
Mstep: Class 42 contains 3052 members 
Mstep: Class 43 contains 2658 members 
Mstep: Class 44 contains 5088 members 
Mstep: Class 45 contains 1989 members 
Mstep: Class 46 contains 1908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88118256.000000 Penalty: 93841.789062
Iteration 182Q: 47 clusters Score -8.811826e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61627 members 
Mstep: Class 2 contains 10166 members 
Mstep: Class 3 contains 6958 members 
Mstep: Class 4 contains 48218 members 
Mstep: Class 5 contains 8800 members 
Mstep: Class 6 contains 11502 members 
Mstep: Class 7 contains 58366 members 
Mstep: Class 8 contains 11087 members 
Mstep: Class 9 contains 11160 members 
Mstep: Class 10 contains 11432 members 
Mstep: Class 11 contains 10416 members 
Mstep: Class 12 contains 7355 members 
Mstep: Class 13 contains 19045 members 
Mstep: Class 14 contains 37826 members 
Mstep: Class 15 contains 17005 members 
Mstep: Class 16 contains 23994 members 
Mstep: Class 17 contains 28731 members 
Mstep: Class 18 contains 19950 members 
Mstep: Class 19 contains 1480 members 
Mstep: Class 20 contains 200648 members 
Mstep: Class 21 contains 36100 members 
Mstep: Class 22 contains 1947 members 
Mstep: Class 23 contains 6491 members 
Mstep: Class 24 contains 1831 members 
Mstep: Class 25 contains 35517 members 
Mstep: Class 26 contains 6429 members 
Mstep: Class 27 contains 14669 members 
Mstep: Class 28 contains 20974 members 
Mstep: Class 29 contains 37682 members 
Mstep: Class 30 contains 17540 members 
Mstep: Class 31 contains 8923 members 
Mstep: Class 32 contains 1040 members 
Mstep: Class 33 contains 8067 members 
Mstep: Class 34 contains 3983 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 2543 members 
Mstep: Class 37 contains 4198 members 
Mstep: Class 38 contains 3359 members 
Mstep: Class 39 contains 33385 members 
Mstep: Class 40 contains 18280 members 
Mstep: Class 41 contains 16079 members 
Mstep: Class 42 contains 3052 members 
Mstep: Class 43 contains 2657 members 
Mstep: Class 44 contains 5088 members 
Mstep: Class 45 contains 1990 members 
Mstep: Class 46 contains 1907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88118328.000000 Penalty: 93841.789062
Iteration 183Q: 47 clusters Score -8.811833e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61628 members 
Mstep: Class 2 contains 10166 members 
Mstep: Class 3 contains 6958 members 
Mstep: Class 4 contains 48219 members 
Mstep: Class 5 contains 8800 members 
Mstep: Class 6 contains 11502 members 
Mstep: Class 7 contains 58350 members 
Mstep: Class 8 contains 11087 members 
Mstep: Class 9 contains 11160 members 
Mstep: Class 10 contains 11432 members 
Mstep: Class 11 contains 10416 members 
Mstep: Class 12 contains 7356 members 
Mstep: Class 13 contains 19046 members 
Mstep: Class 14 contains 37824 members 
Mstep: Class 15 contains 17005 members 
Mstep: Class 16 contains 23995 members 
Mstep: Class 17 contains 28731 members 
Mstep: Class 18 contains 19948 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 200640 members 
Mstep: Class 21 contains 36105 members 
Mstep: Class 22 contains 1947 members 
Mstep: Class 23 contains 6491 members 
Mstep: Class 24 contains 1831 members 
Mstep: Class 25 contains 35526 members 
Mstep: Class 26 contains 6429 members 
Mstep: Class 27 contains 14669 members 
Mstep: Class 28 contains 20977 members 
Mstep: Class 29 contains 37681 members 
Mstep: Class 30 contains 17539 members 
Mstep: Class 31 contains 8923 members 
Mstep: Class 32 contains 1040 members 
Mstep: Class 33 contains 8067 members 
Mstep: Class 34 contains 3984 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 2543 members 
Mstep: Class 37 contains 4199 members 
Mstep: Class 38 contains 3359 members 
Mstep: Class 39 contains 33391 members 
Mstep: Class 40 contains 18280 members 
Mstep: Class 41 contains 16079 members 
Mstep: Class 42 contains 3052 members 
Mstep: Class 43 contains 2657 members 
Mstep: Class 44 contains 5088 members 
Mstep: Class 45 contains 1990 members 
Mstep: Class 46 contains 1906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88118336.000000 Penalty: 93841.789062
Iteration 184Q: 47 clusters Score -8.811834e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61628 members 
Mstep: Class 2 contains 10175 members 
Mstep: Class 3 contains 6958 members 
Mstep: Class 4 contains 48220 members 
Mstep: Class 5 contains 8800 members 
Mstep: Class 6 contains 11502 members 
Mstep: Class 7 contains 58336 members 
Mstep: Class 8 contains 11087 members 
Mstep: Class 9 contains 11160 members 
Mstep: Class 10 contains 11432 members 
Mstep: Class 11 contains 10416 members 
Mstep: Class 12 contains 7358 members 
Mstep: Class 13 contains 19047 members 
Mstep: Class 14 contains 37823 members 
Mstep: Class 15 contains 17005 members 
Mstep: Class 16 contains 23996 members 
Mstep: Class 17 contains 28732 members 
Mstep: Class 18 contains 19946 members 
Mstep: Class 19 contains 1483 members 
Mstep: Class 20 contains 200630 members 
Mstep: Class 21 contains 36109 members 
Mstep: Class 22 contains 1947 members 
Mstep: Class 23 contains 6491 members 
Mstep: Class 24 contains 1829 members 
Mstep: Class 25 contains 35534 members 
Mstep: Class 26 contains 6429 members 
Mstep: Class 27 contains 14670 members 
Mstep: Class 28 contains 20979 members 
Mstep: Class 29 contains 37673 members 
Mstep: Class 30 contains 17538 members 
Mstep: Class 31 contains 8923 members 
Mstep: Class 32 contains 1040 members 
Mstep: Class 33 contains 8067 members 
Mstep: Class 34 contains 3983 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 2543 members 
Mstep: Class 37 contains 4199 members 
Mstep: Class 38 contains 3359 members 
Mstep: Class 39 contains 33397 members 
Mstep: Class 40 contains 18280 members 
Mstep: Class 41 contains 16079 members 
Mstep: Class 42 contains 3052 members 
Mstep: Class 43 contains 2657 members 
Mstep: Class 44 contains 5088 members 
Mstep: Class 45 contains 1991 members 
Mstep: Class 46 contains 1906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88118304.000000 Penalty: 93841.789062
Iteration 185Q: 47 clusters Score -8.81183e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61631 members 
Mstep: Class 2 contains 10179 members 
Mstep: Class 3 contains 6958 members 
Mstep: Class 4 contains 48220 members 
Mstep: Class 5 contains 8800 members 
Mstep: Class 6 contains 11501 members 
Mstep: Class 7 contains 58321 members 
Mstep: Class 8 contains 11086 members 
Mstep: Class 9 contains 11160 members 
Mstep: Class 10 contains 11432 members 
Mstep: Class 11 contains 10416 members 
Mstep: Class 12 contains 7360 members 
Mstep: Class 13 contains 19048 members 
Mstep: Class 14 contains 37822 members 
Mstep: Class 15 contains 17005 members 
Mstep: Class 16 contains 23997 members 
Mstep: Class 17 contains 28730 members 
Mstep: Class 18 contains 19945 members 
Mstep: Class 19 contains 1485 members 
Mstep: Class 20 contains 200623 members 
Mstep: Class 21 contains 36109 members 
Mstep: Class 22 contains 1947 members 
Mstep: Class 23 contains 6491 members 
Mstep: Class 24 contains 1828 members 
Mstep: Class 25 contains 35543 members 
Mstep: Class 26 contains 6429 members 
Mstep: Class 27 contains 14671 members 
Mstep: Class 28 contains 20980 members 
Mstep: Class 29 contains 37667 members 
Mstep: Class 30 contains 17538 members 
Mstep: Class 31 contains 8924 members 
Mstep: Class 32 contains 1040 members 
Mstep: Class 33 contains 8067 members 
Mstep: Class 34 contains 3984 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 2543 members 
Mstep: Class 37 contains 4199 members 
Mstep: Class 38 contains 3359 members 
Mstep: Class 39 contains 33406 members 
Mstep: Class 40 contains 18280 members 
Mstep: Class 41 contains 16079 members 
Mstep: Class 42 contains 3052 members 
Mstep: Class 43 contains 2657 members 
Mstep: Class 44 contains 5088 members 
Mstep: Class 45 contains 1991 members 
Mstep: Class 46 contains 1906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88118288.000000 Penalty: 93841.789062
Iteration 186Q: 47 clusters Score -8.811829e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61633 members 
Mstep: Class 2 contains 10183 members 
Mstep: Class 3 contains 6958 members 
Mstep: Class 4 contains 48221 members 
Mstep: Class 5 contains 8800 members 
Mstep: Class 6 contains 11501 members 
Mstep: Class 7 contains 58317 members 
Mstep: Class 8 contains 11085 members 
Mstep: Class 9 contains 11160 members 
Mstep: Class 10 contains 11432 members 
Mstep: Class 11 contains 10416 members 
Mstep: Class 12 contains 7360 members 
Mstep: Class 13 contains 19050 members 
Mstep: Class 14 contains 37822 members 
Mstep: Class 15 contains 17005 members 
Mstep: Class 16 contains 23998 members 
Mstep: Class 17 contains 28728 members 
Mstep: Class 18 contains 19945 members 
Mstep: Class 19 contains 1485 members 
Mstep: Class 20 contains 200616 members 
Mstep: Class 21 contains 36109 members 
Mstep: Class 22 contains 1947 members 
Mstep: Class 23 contains 6491 members 
Mstep: Class 24 contains 1828 members 
Mstep: Class 25 contains 35548 members 
Mstep: Class 26 contains 6429 members 
Mstep: Class 27 contains 14671 members 
Mstep: Class 28 contains 20978 members 
Mstep: Class 29 contains 37663 members 
Mstep: Class 30 contains 17539 members 
Mstep: Class 31 contains 8924 members 
Mstep: Class 32 contains 1040 members 
Mstep: Class 33 contains 8067 members 
Mstep: Class 34 contains 3984 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 2543 members 
Mstep: Class 37 contains 4199 members 
Mstep: Class 38 contains 3359 members 
Mstep: Class 39 contains 33410 members 
Mstep: Class 40 contains 18280 members 
Mstep: Class 41 contains 16079 members 
Mstep: Class 42 contains 3052 members 
Mstep: Class 43 contains 2657 members 
Mstep: Class 44 contains 5088 members 
Mstep: Class 45 contains 1991 members 
Mstep: Class 46 contains 1906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88118312.000000 Penalty: 93841.789062
Iteration 187Q: 47 clusters Score -8.811831e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61632 members 
Mstep: Class 2 contains 10187 members 
Mstep: Class 3 contains 6958 members 
Mstep: Class 4 contains 48221 members 
Mstep: Class 5 contains 8800 members 
Mstep: Class 6 contains 11501 members 
Mstep: Class 7 contains 58311 members 
Mstep: Class 8 contains 11082 members 
Mstep: Class 9 contains 11160 members 
Mstep: Class 10 contains 11432 members 
Mstep: Class 11 contains 10416 members 
Mstep: Class 12 contains 7360 members 
Mstep: Class 13 contains 19052 members 
Mstep: Class 14 contains 37822 members 
Mstep: Class 15 contains 17005 members 
Mstep: Class 16 contains 23998 members 
Mstep: Class 17 contains 28729 members 
Mstep: Class 18 contains 19945 members 
Mstep: Class 19 contains 1485 members 
Mstep: Class 20 contains 200607 members 
Mstep: Class 21 contains 36109 members 
Mstep: Class 22 contains 1947 members 
Mstep: Class 23 contains 6491 members 
Mstep: Class 24 contains 1828 members 
Mstep: Class 25 contains 35553 members 
Mstep: Class 26 contains 6429 members 
Mstep: Class 27 contains 14672 members 
Mstep: Class 28 contains 20986 members 
Mstep: Class 29 contains 37659 members 
Mstep: Class 30 contains 17540 members 
Mstep: Class 31 contains 8925 members 
Mstep: Class 32 contains 1040 members 
Mstep: Class 33 contains 8067 members 
Mstep: Class 34 contains 3984 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 2543 members 
Mstep: Class 37 contains 4198 members 
Mstep: Class 38 contains 3359 members 
Mstep: Class 39 contains 33411 members 
Mstep: Class 40 contains 18280 members 
Mstep: Class 41 contains 16079 members 
Mstep: Class 42 contains 3052 members 
Mstep: Class 43 contains 2657 members 
Mstep: Class 44 contains 5088 members 
Mstep: Class 45 contains 1991 members 
Mstep: Class 46 contains 1906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88118416.000000 Penalty: 93841.789062
Iteration 188Q: 47 clusters Score -8.811842e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61633 members 
Mstep: Class 2 contains 10190 members 
Mstep: Class 3 contains 6958 members 
Mstep: Class 4 contains 48221 members 
Mstep: Class 5 contains 8799 members 
Mstep: Class 6 contains 11501 members 
Mstep: Class 7 contains 58306 members 
Mstep: Class 8 contains 11078 members 
Mstep: Class 9 contains 11160 members 
Mstep: Class 10 contains 11432 members 
Mstep: Class 11 contains 10416 members 
Mstep: Class 12 contains 7360 members 
Mstep: Class 13 contains 19055 members 
Mstep: Class 14 contains 37822 members 
Mstep: Class 15 contains 17005 members 
Mstep: Class 16 contains 23998 members 
Mstep: Class 17 contains 28730 members 
Mstep: Class 18 contains 19945 members 
Mstep: Class 19 contains 1485 members 
Mstep: Class 20 contains 200600 members 
Mstep: Class 21 contains 36109 members 
Mstep: Class 22 contains 1947 members 
Mstep: Class 23 contains 6491 members 
Mstep: Class 24 contains 1828 members 
Mstep: Class 25 contains 35553 members 
Mstep: Class 26 contains 6429 members 
Mstep: Class 27 contains 14673 members 
Mstep: Class 28 contains 20994 members 
Mstep: Class 29 contains 37657 members 
Mstep: Class 30 contains 17539 members 
Mstep: Class 31 contains 8925 members 
Mstep: Class 32 contains 1040 members 
Mstep: Class 33 contains 8067 members 
Mstep: Class 34 contains 3984 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 2543 members 
Mstep: Class 37 contains 4198 members 
Mstep: Class 38 contains 3359 members 
Mstep: Class 39 contains 33415 members 
Mstep: Class 40 contains 18280 members 
Mstep: Class 41 contains 16079 members 
Mstep: Class 42 contains 3052 members 
Mstep: Class 43 contains 2657 members 
Mstep: Class 44 contains 5088 members 
Mstep: Class 45 contains 1990 members 
Mstep: Class 46 contains 1906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88118424.000000 Penalty: 93841.789062
Iteration 189Q: 47 clusters Score -8.811842e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61633 members 
Mstep: Class 2 contains 10193 members 
Mstep: Class 3 contains 6958 members 
Mstep: Class 4 contains 48221 members 
Mstep: Class 5 contains 8799 members 
Mstep: Class 6 contains 11501 members 
Mstep: Class 7 contains 58301 members 
Mstep: Class 8 contains 11073 members 
Mstep: Class 9 contains 11160 members 
Mstep: Class 10 contains 11432 members 
Mstep: Class 11 contains 10416 members 
Mstep: Class 12 contains 7360 members 
Mstep: Class 13 contains 19058 members 
Mstep: Class 14 contains 37822 members 
Mstep: Class 15 contains 17005 members 
Mstep: Class 16 contains 23998 members 
Mstep: Class 17 contains 28729 members 
Mstep: Class 18 contains 19945 members 
Mstep: Class 19 contains 1485 members 
Mstep: Class 20 contains 200595 members 
Mstep: Class 21 contains 36109 members 
Mstep: Class 22 contains 1947 members 
Mstep: Class 23 contains 6491 members 
Mstep: Class 24 contains 1828 members 
Mstep: Class 25 contains 35555 members 
Mstep: Class 26 contains 6429 members 
Mstep: Class 27 contains 14675 members 
Mstep: Class 28 contains 20999 members 
Mstep: Class 29 contains 37656 members 
Mstep: Class 30 contains 17536 members 
Mstep: Class 31 contains 8925 members 
Mstep: Class 32 contains 1040 members 
Mstep: Class 33 contains 8067 members 
Mstep: Class 34 contains 3984 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 2543 members 
Mstep: Class 37 contains 4198 members 
Mstep: Class 38 contains 3359 members 
Mstep: Class 39 contains 33418 members 
Mstep: Class 40 contains 18281 members 
Mstep: Class 41 contains 16079 members 
Mstep: Class 42 contains 3052 members 
Mstep: Class 43 contains 2657 members 
Mstep: Class 44 contains 5088 members 
Mstep: Class 45 contains 1991 members 
Mstep: Class 46 contains 1906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88118400.000000 Penalty: 93841.789062
Iteration 190Q: 47 clusters Score -8.81184e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61634 members 
Mstep: Class 2 contains 10196 members 
Mstep: Class 3 contains 6958 members 
Mstep: Class 4 contains 48221 members 
Mstep: Class 5 contains 8799 members 
Mstep: Class 6 contains 11501 members 
Mstep: Class 7 contains 58296 members 
Mstep: Class 8 contains 11069 members 
Mstep: Class 9 contains 11160 members 
Mstep: Class 10 contains 11433 members 
Mstep: Class 11 contains 10416 members 
Mstep: Class 12 contains 7360 members 
Mstep: Class 13 contains 19059 members 
Mstep: Class 14 contains 37823 members 
Mstep: Class 15 contains 17004 members 
Mstep: Class 16 contains 23996 members 
Mstep: Class 17 contains 28727 members 
Mstep: Class 18 contains 19945 members 
Mstep: Class 19 contains 1485 members 
Mstep: Class 20 contains 200592 members 
Mstep: Class 21 contains 36109 members 
Mstep: Class 22 contains 1946 members 
Mstep: Class 23 contains 6491 members 
Mstep: Class 24 contains 1828 members 
Mstep: Class 25 contains 35559 members 
Mstep: Class 26 contains 6429 members 
Mstep: Class 27 contains 14676 members 
Mstep: Class 28 contains 21005 members 
Mstep: Class 29 contains 37651 members 
Mstep: Class 30 contains 17534 members 
Mstep: Class 31 contains 8927 members 
Mstep: Class 32 contains 1040 members 
Mstep: Class 33 contains 8067 members 
Mstep: Class 34 contains 3983 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 2543 members 
Mstep: Class 37 contains 4198 members 
Mstep: Class 38 contains 3359 members 
Mstep: Class 39 contains 33421 members 
Mstep: Class 40 contains 18283 members 
Mstep: Class 41 contains 16079 members 
Mstep: Class 42 contains 3052 members 
Mstep: Class 43 contains 2657 members 
Mstep: Class 44 contains 5088 members 
Mstep: Class 45 contains 1992 members 
Mstep: Class 46 contains 1906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88118440.000000 Penalty: 93841.789062
Iteration 191Q: 47 clusters Score -8.811844e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61634 members 
Mstep: Class 2 contains 10200 members 
Mstep: Class 3 contains 6958 members 
Mstep: Class 4 contains 48221 members 
Mstep: Class 5 contains 8800 members 
Mstep: Class 6 contains 11500 members 
Mstep: Class 7 contains 58294 members 
Mstep: Class 8 contains 11062 members 
Mstep: Class 9 contains 11160 members 
Mstep: Class 10 contains 11433 members 
Mstep: Class 11 contains 10416 members 
Mstep: Class 12 contains 7360 members 
Mstep: Class 13 contains 19060 members 
Mstep: Class 14 contains 37823 members 
Mstep: Class 15 contains 17004 members 
Mstep: Class 16 contains 23996 members 
Mstep: Class 17 contains 28727 members 
Mstep: Class 18 contains 19945 members 
Mstep: Class 19 contains 1485 members 
Mstep: Class 20 contains 200588 members 
Mstep: Class 21 contains 36110 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 6491 members 
Mstep: Class 24 contains 1828 members 
Mstep: Class 25 contains 35560 members 
Mstep: Class 26 contains 6429 members 
Mstep: Class 27 contains 14677 members 
Mstep: Class 28 contains 21010 members 
Mstep: Class 29 contains 37648 members 
Mstep: Class 30 contains 17534 members 
Mstep: Class 31 contains 8928 members 
Mstep: Class 32 contains 1040 members 
Mstep: Class 33 contains 8067 members 
Mstep: Class 34 contains 3983 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 2543 members 
Mstep: Class 37 contains 4198 members 
Mstep: Class 38 contains 3358 members 
Mstep: Class 39 contains 33423 members 
Mstep: Class 40 contains 18283 members 
Mstep: Class 41 contains 16079 members 
Mstep: Class 42 contains 3052 members 
Mstep: Class 43 contains 2657 members 
Mstep: Class 44 contains 5088 members 
Mstep: Class 45 contains 1993 members 
Mstep: Class 46 contains 1907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88118392.000000 Penalty: 93841.789062
Iteration 192Q: 47 clusters Score -8.811839e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61634 members 
Mstep: Class 2 contains 10203 members 
Mstep: Class 3 contains 6958 members 
Mstep: Class 4 contains 48221 members 
Mstep: Class 5 contains 8800 members 
Mstep: Class 6 contains 11500 members 
Mstep: Class 7 contains 58292 members 
Mstep: Class 8 contains 11060 members 
Mstep: Class 9 contains 11160 members 
Mstep: Class 10 contains 11433 members 
Mstep: Class 11 contains 10416 members 
Mstep: Class 12 contains 7360 members 
Mstep: Class 13 contains 19061 members 
Mstep: Class 14 contains 37823 members 
Mstep: Class 15 contains 17004 members 
Mstep: Class 16 contains 23995 members 
Mstep: Class 17 contains 28727 members 
Mstep: Class 18 contains 19944 members 
Mstep: Class 19 contains 1485 members 
Mstep: Class 20 contains 200582 members 
Mstep: Class 21 contains 36110 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 6491 members 
Mstep: Class 24 contains 1829 members 
Mstep: Class 25 contains 35560 members 
Mstep: Class 26 contains 6429 members 
Mstep: Class 27 contains 14677 members 
Mstep: Class 28 contains 21015 members 
Mstep: Class 29 contains 37646 members 
Mstep: Class 30 contains 17534 members 
Mstep: Class 31 contains 8929 members 
Mstep: Class 32 contains 1040 members 
Mstep: Class 33 contains 8067 members 
Mstep: Class 34 contains 3983 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 2543 members 
Mstep: Class 37 contains 4198 members 
Mstep: Class 38 contains 3356 members 
Mstep: Class 39 contains 33425 members 
Mstep: Class 40 contains 18284 members 
Mstep: Class 41 contains 16079 members 
Mstep: Class 42 contains 3052 members 
Mstep: Class 43 contains 2657 members 
Mstep: Class 44 contains 5088 members 
Mstep: Class 45 contains 1994 members 
Mstep: Class 46 contains 1908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88118424.000000 Penalty: 93841.789062
Iteration 193Q: 47 clusters Score -8.811842e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61635 members 
Mstep: Class 2 contains 10203 members 
Mstep: Class 3 contains 6958 members 
Mstep: Class 4 contains 48221 members 
Mstep: Class 5 contains 8800 members 
Mstep: Class 6 contains 11500 members 
Mstep: Class 7 contains 58284 members 
Mstep: Class 8 contains 11057 members 
Mstep: Class 9 contains 11160 members 
Mstep: Class 10 contains 11433 members 
Mstep: Class 11 contains 10416 members 
Mstep: Class 12 contains 7360 members 
Mstep: Class 13 contains 19062 members 
Mstep: Class 14 contains 37822 members 
Mstep: Class 15 contains 17004 members 
Mstep: Class 16 contains 23995 members 
Mstep: Class 17 contains 28728 members 
Mstep: Class 18 contains 19943 members 
Mstep: Class 19 contains 1485 members 
Mstep: Class 20 contains 200580 members 
Mstep: Class 21 contains 36110 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 6491 members 
Mstep: Class 24 contains 1830 members 
Mstep: Class 25 contains 35562 members 
Mstep: Class 26 contains 6429 members 
Mstep: Class 27 contains 14678 members 
Mstep: Class 28 contains 21020 members 
Mstep: Class 29 contains 37645 members 
Mstep: Class 30 contains 17531 members 
Mstep: Class 31 contains 8931 members 
Mstep: Class 32 contains 1040 members 
Mstep: Class 33 contains 8067 members 
Mstep: Class 34 contains 3983 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 2543 members 
Mstep: Class 37 contains 4198 members 
Mstep: Class 38 contains 3357 members 
Mstep: Class 39 contains 33427 members 
Mstep: Class 40 contains 18283 members 
Mstep: Class 41 contains 16079 members 
Mstep: Class 42 contains 3052 members 
Mstep: Class 43 contains 2657 members 
Mstep: Class 44 contains 5088 members 
Mstep: Class 45 contains 1995 members 
Mstep: Class 46 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88118424.000000 Penalty: 93841.789062
Iteration 194Q: 47 clusters Score -8.811842e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61636 members 
Mstep: Class 2 contains 10205 members 
Mstep: Class 3 contains 6958 members 
Mstep: Class 4 contains 48221 members 
Mstep: Class 5 contains 8800 members 
Mstep: Class 6 contains 11500 members 
Mstep: Class 7 contains 58275 members 
Mstep: Class 8 contains 11057 members 
Mstep: Class 9 contains 11160 members 
Mstep: Class 10 contains 11433 members 
Mstep: Class 11 contains 10416 members 
Mstep: Class 12 contains 7360 members 
Mstep: Class 13 contains 19063 members 
Mstep: Class 14 contains 37822 members 
Mstep: Class 15 contains 17004 members 
Mstep: Class 16 contains 23995 members 
Mstep: Class 17 contains 28727 members 
Mstep: Class 18 contains 19942 members 
Mstep: Class 19 contains 1485 members 
Mstep: Class 20 contains 200577 members 
Mstep: Class 21 contains 36111 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 6491 members 
Mstep: Class 24 contains 1831 members 
Mstep: Class 25 contains 35564 members 
Mstep: Class 26 contains 6429 members 
Mstep: Class 27 contains 14678 members 
Mstep: Class 28 contains 21022 members 
Mstep: Class 29 contains 37644 members 
Mstep: Class 30 contains 17532 members 
Mstep: Class 31 contains 8932 members 
Mstep: Class 32 contains 1040 members 
Mstep: Class 33 contains 8067 members 
Mstep: Class 34 contains 3982 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 2543 members 
Mstep: Class 37 contains 4198 members 
Mstep: Class 38 contains 3357 members 
Mstep: Class 39 contains 33427 members 
Mstep: Class 40 contains 18283 members 
Mstep: Class 41 contains 16079 members 
Mstep: Class 42 contains 3052 members 
Mstep: Class 43 contains 2657 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1996 members 
Mstep: Class 46 contains 1914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88118376.000000 Penalty: 93841.789062
Iteration 195Q: 47 clusters Score -8.811838e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61637 members 
Mstep: Class 2 contains 10206 members 
Mstep: Class 3 contains 6958 members 
Mstep: Class 4 contains 48221 members 
Mstep: Class 5 contains 8800 members 
Mstep: Class 6 contains 11500 members 
Mstep: Class 7 contains 58273 members 
Mstep: Class 8 contains 11057 members 
Mstep: Class 9 contains 11160 members 
Mstep: Class 10 contains 11433 members 
Mstep: Class 11 contains 10416 members 
Mstep: Class 12 contains 7360 members 
Mstep: Class 13 contains 19064 members 
Mstep: Class 14 contains 37822 members 
Mstep: Class 15 contains 17004 members 
Mstep: Class 16 contains 23994 members 
Mstep: Class 17 contains 28727 members 
Mstep: Class 18 contains 19942 members 
Mstep: Class 19 contains 1485 members 
Mstep: Class 20 contains 200569 members 
Mstep: Class 21 contains 36110 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 6491 members 
Mstep: Class 24 contains 1831 members 
Mstep: Class 25 contains 35565 members 
Mstep: Class 26 contains 6429 members 
Mstep: Class 27 contains 14679 members 
Mstep: Class 28 contains 21024 members 
Mstep: Class 29 contains 37643 members 
Mstep: Class 30 contains 17534 members 
Mstep: Class 31 contains 8934 members 
Mstep: Class 32 contains 1040 members 
Mstep: Class 33 contains 8067 members 
Mstep: Class 34 contains 3982 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 2543 members 
Mstep: Class 37 contains 4198 members 
Mstep: Class 38 contains 3357 members 
Mstep: Class 39 contains 33428 members 
Mstep: Class 40 contains 18283 members 
Mstep: Class 41 contains 16078 members 
Mstep: Class 42 contains 3052 members 
Mstep: Class 43 contains 2657 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1998 members 
Mstep: Class 46 contains 1914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88118448.000000 Penalty: 93841.789062
Iteration 196Q: 47 clusters Score -8.811845e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61637 members 
Mstep: Class 2 contains 10206 members 
Mstep: Class 3 contains 6958 members 
Mstep: Class 4 contains 48222 members 
Mstep: Class 5 contains 8798 members 
Mstep: Class 6 contains 11500 members 
Mstep: Class 7 contains 58270 members 
Mstep: Class 8 contains 11057 members 
Mstep: Class 9 contains 11160 members 
Mstep: Class 10 contains 11433 members 
Mstep: Class 11 contains 10416 members 
Mstep: Class 12 contains 7360 members 
Mstep: Class 13 contains 19064 members 
Mstep: Class 14 contains 37822 members 
Mstep: Class 15 contains 17004 members 
Mstep: Class 16 contains 23993 members 
Mstep: Class 17 contains 28726 members 
Mstep: Class 18 contains 19942 members 
Mstep: Class 19 contains 1485 members 
Mstep: Class 20 contains 200564 members 
Mstep: Class 21 contains 36109 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 6491 members 
Mstep: Class 24 contains 1831 members 
Mstep: Class 25 contains 35568 members 
Mstep: Class 26 contains 6429 members 
Mstep: Class 27 contains 14680 members 
Mstep: Class 28 contains 21026 members 
Mstep: Class 29 contains 37642 members 
Mstep: Class 30 contains 17534 members 
Mstep: Class 31 contains 8936 members 
Mstep: Class 32 contains 1040 members 
Mstep: Class 33 contains 8067 members 
Mstep: Class 34 contains 3982 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 2543 members 
Mstep: Class 37 contains 4198 members 
Mstep: Class 38 contains 3357 members 
Mstep: Class 39 contains 33429 members 
Mstep: Class 40 contains 18283 members 
Mstep: Class 41 contains 16077 members 
Mstep: Class 42 contains 3052 members 
Mstep: Class 43 contains 2657 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 2000 members 
Mstep: Class 46 contains 1917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88118456.000000 Penalty: 93841.789062
Iteration 197Q: 47 clusters Score -8.811846e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61638 members 
Mstep: Class 2 contains 10207 members 
Mstep: Class 3 contains 6958 members 
Mstep: Class 4 contains 48222 members 
Mstep: Class 5 contains 8797 members 
Mstep: Class 6 contains 11500 members 
Mstep: Class 7 contains 58264 members 
Mstep: Class 8 contains 11056 members 
Mstep: Class 9 contains 11160 members 
Mstep: Class 10 contains 11433 members 
Mstep: Class 11 contains 10416 members 
Mstep: Class 12 contains 7360 members 
Mstep: Class 13 contains 19064 members 
Mstep: Class 14 contains 37823 members 
Mstep: Class 15 contains 17004 members 
Mstep: Class 16 contains 23993 members 
Mstep: Class 17 contains 28725 members 
Mstep: Class 18 contains 19941 members 
Mstep: Class 19 contains 1485 members 
Mstep: Class 20 contains 200564 members 
Mstep: Class 21 contains 36108 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 6491 members 
Mstep: Class 24 contains 1832 members 
Mstep: Class 25 contains 35572 members 
Mstep: Class 26 contains 6429 members 
Mstep: Class 27 contains 14680 members 
Mstep: Class 28 contains 21029 members 
Mstep: Class 29 contains 37641 members 
Mstep: Class 30 contains 17533 members 
Mstep: Class 31 contains 8936 members 
Mstep: Class 32 contains 1040 members 
Mstep: Class 33 contains 8067 members 
Mstep: Class 34 contains 3982 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 2543 members 
Mstep: Class 37 contains 4198 members 
Mstep: Class 38 contains 3357 members 
Mstep: Class 39 contains 33429 members 
Mstep: Class 40 contains 18283 members 
Mstep: Class 41 contains 16076 members 
Mstep: Class 42 contains 3052 members 
Mstep: Class 43 contains 2657 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 2000 members 
Mstep: Class 46 contains 1920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88118456.000000 Penalty: 93841.789062
Iteration 198Q: 47 clusters Score -8.811846e+07 nChanged 19
Entering ConstructFrom: 
Score: -88118456.000000 Penalty: 93841.789062
Entering ConstructFrom: 
Trying to split cluster 1 (61640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61640 members 
Entering Unmasked Estep 
Score: -6328065.000000 Penalty: 1641.125122
	Iteration 0F: 2 clusters Score -6328065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30920 members 
Mstep: Class 2 contains 30720 members 
Entering Unmasked Estep 
Score: -6287579.000000 Penalty: 3282.250244
	Iteration 0F: 3 clusters Score -6287579 nChanged 28874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30972 members 
Mstep: Class 2 contains 30668 members 
Entering Unmasked Estep 
Score: -6303975.500000 Penalty: 3282.250244
	Iteration 1F: 3 clusters Score -6303976 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30902 members 
Mstep: Class 2 contains 30738 members 
Entering Unmasked Estep 
Score: -6304811.000000 Penalty: 3282.250244
	Iteration 2Q: 3 clusters Score -6304811 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30733 members 
Mstep: Class 2 contains 30907 members 
Entering Unmasked Estep 
Score: -6305769.000000 Penalty: 3282.250244
	Iteration 3Q: 3 clusters Score -6305769 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30427 members 
Mstep: Class 2 contains 31213 members 
Entering Unmasked Estep 
Score: -6306970.500000 Penalty: 3282.250244
	Iteration 4Q: 3 clusters Score -6306970 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30169 members 
Mstep: Class 2 contains 31471 members 
Entering Unmasked Estep 
Score: -6308233.500000 Penalty: 3282.250244
	Iteration 5Q: 3 clusters Score -6308234 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29950 members 
Mstep: Class 2 contains 31690 members 
Entering Unmasked Estep 
Score: -6309603.500000 Penalty: 3282.250244
	Iteration 6Q: 3 clusters Score -6309604 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29792 members 
Mstep: Class 2 contains 31848 members 
Entering Unmasked Estep 
Score: -6311115.000000 Penalty: 3282.250244
	Iteration 7F: 3 clusters Score -6311115 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29796 members 
Mstep: Class 2 contains 31844 members 
Entering Unmasked Estep 
Score: -6312596.000000 Penalty: 3282.250244
	Iteration 8Q: 3 clusters Score -6312596 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30004 members 
Mstep: Class 2 contains 31636 members 
Entering Unmasked Estep 
Score: -6313992.500000 Penalty: 3282.250244
	Iteration 9Q: 3 clusters Score -6313992 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30361 members 
Mstep: Class 2 contains 31279 members 
Entering Unmasked Estep 
Score: -6315304.500000 Penalty: 3282.250244
	Iteration 10Q: 3 clusters Score -6315304 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30712 members 
Mstep: Class 2 contains 30928 members 
Entering Unmasked Estep 
Score: -6316269.000000 Penalty: 3282.250244
	Iteration 11Q: 3 clusters Score -6316269 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31035 members 
Mstep: Class 2 contains 30605 members 
Entering Unmasked Estep 
Score: -6317115.500000 Penalty: 3282.250244
	Iteration 12Q: 3 clusters Score -6317116 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31317 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -6317694.000000 Penalty: 3282.250244
	Iteration 13Q: 3 clusters Score -6317694 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31494 members 
Mstep: Class 2 contains 30146 members 
Entering Unmasked Estep 
Score: -6318048.000000 Penalty: 3282.250244
	Iteration 14Q: 3 clusters Score -6318048 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31648 members 
Mstep: Class 2 contains 29992 members 
Entering Unmasked Estep 
Score: -6318223.500000 Penalty: 3282.250244
	Iteration 15Q: 3 clusters Score -6318224 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31770 members 
Mstep: Class 2 contains 29870 members 
Entering Unmasked Estep 
Score: -6318351.000000 Penalty: 3282.250244
	Iteration 16Q: 3 clusters Score -6318351 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31838 members 
Mstep: Class 2 contains 29802 members 
Entering Unmasked Estep 
Score: -6318397.000000 Penalty: 3282.250244
	Iteration 17Q: 3 clusters Score -6318397 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31906 members 
Mstep: Class 2 contains 29734 members 
Entering Unmasked Estep 
Score: -6318418.500000 Penalty: 3282.250244
	Iteration 18Q: 3 clusters Score -6318418 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31968 members 
Mstep: Class 2 contains 29672 members 
Entering Unmasked Estep 
Score: -6318431.500000 Penalty: 3282.250244
	Iteration 19Q: 3 clusters Score -6318432 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32029 members 
Mstep: Class 2 contains 29611 members 
Entering Unmasked Estep 
Score: -6318470.500000 Penalty: 3282.250244
	Iteration 20F: 3 clusters Score -6318470 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32095 members 
Mstep: Class 2 contains 29545 members 
Entering Unmasked Estep 
Score: -6318490.000000 Penalty: 3282.250244
	Iteration 21Q: 3 clusters Score -6318490 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32154 members 
Mstep: Class 2 contains 29486 members 
Entering Unmasked Estep 
Score: -6318501.000000 Penalty: 3282.250244
	Iteration 22Q: 3 clusters Score -6318501 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32206 members 
Mstep: Class 2 contains 29434 members 
Entering Unmasked Estep 
Score: -6318537.000000 Penalty: 3282.250244
	Iteration 23Q: 3 clusters Score -6318537 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32278 members 
Mstep: Class 2 contains 29362 members 
Entering Unmasked Estep 
Score: -6318561.000000 Penalty: 3282.250244
	Iteration 24Q: 3 clusters Score -6318561 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32378 members 
Mstep: Class 2 contains 29262 members 
Entering Unmasked Estep 
Score: -6318584.500000 Penalty: 3282.250244
	Iteration 25Q: 3 clusters Score -6318584 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32451 members 
Mstep: Class 2 contains 29189 members 
Entering Unmasked Estep 
Score: -6318622.000000 Penalty: 3282.250244
	Iteration 26Q: 3 clusters Score -6318622 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32535 members 
Mstep: Class 2 contains 29105 members 
Entering Unmasked Estep 
Score: -6318643.000000 Penalty: 3282.250244
	Iteration 27Q: 3 clusters Score -6318643 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32611 members 
Mstep: Class 2 contains 29029 members 
Entering Unmasked Estep 
Score: -6318672.000000 Penalty: 3282.250244
	Iteration 28Q: 3 clusters Score -6318672 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32676 members 
Mstep: Class 2 contains 28964 members 
Entering Unmasked Estep 
Score: -6318699.000000 Penalty: 3282.250244
	Iteration 29Q: 3 clusters Score -6318699 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32717 members 
Mstep: Class 2 contains 28923 members 
Entering Unmasked Estep 
Score: -6318710.000000 Penalty: 3282.250244
	Iteration 30Q: 3 clusters Score -6318710 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32790 members 
Mstep: Class 2 contains 28850 members 
Entering Unmasked Estep 
Score: -6318736.500000 Penalty: 3282.250244
	Iteration 31Q: 3 clusters Score -6318736 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32853 members 
Mstep: Class 2 contains 28787 members 
Entering Unmasked Estep 
Score: -6318753.000000 Penalty: 3282.250244
	Iteration 32Q: 3 clusters Score -6318753 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32903 members 
Mstep: Class 2 contains 28737 members 
Entering Unmasked Estep 
Score: -6318757.500000 Penalty: 3282.250244
	Iteration 33Q: 3 clusters Score -6318758 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32962 members 
Mstep: Class 2 contains 28678 members 
Entering Unmasked Estep 
Score: -6318770.000000 Penalty: 3282.250244
	Iteration 34Q: 3 clusters Score -6318770 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33041 members 
Mstep: Class 2 contains 28599 members 
Entering Unmasked Estep 
Score: -6318801.500000 Penalty: 3282.250244
	Iteration 35Q: 3 clusters Score -6318802 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33121 members 
Mstep: Class 2 contains 28519 members 
Entering Unmasked Estep 
Score: -6318838.500000 Penalty: 3282.250244
	Iteration 36Q: 3 clusters Score -6318838 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33216 members 
Mstep: Class 2 contains 28424 members 
Entering Unmasked Estep 
Score: -6318899.500000 Penalty: 3282.250244
	Iteration 37Q: 3 clusters Score -6318900 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33306 members 
Mstep: Class 2 contains 28334 members 
Entering Unmasked Estep 
Score: -6318925.500000 Penalty: 3282.250244
	Iteration 38Q: 3 clusters Score -6318926 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33405 members 
Mstep: Class 2 contains 28235 members 
Entering Unmasked Estep 
Score: -6318944.500000 Penalty: 3282.250244
	Iteration 39Q: 3 clusters Score -6318944 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33534 members 
Mstep: Class 2 contains 28106 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6318972 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33676 members 
Mstep: Class 2 contains 27964 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6318998 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33829 members 
Mstep: Class 2 contains 27811 members 
Entering Unmasked Estep 
Score: -6319007.500000 Penalty: 3282.250244
	Iteration 42Q: 3 clusters Score -6319008 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33978 members 
Mstep: Class 2 contains 27662 members 
Entering Unmasked Estep 
Score: -6319033.000000 Penalty: 3282.250244
	Iteration 43Q: 3 clusters Score -6319033 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34119 members 
Mstep: Class 2 contains 27521 members 
Entering Unmasked Estep 
Score: -6319058.000000 Penalty: 3282.250244
	Iteration 44Q: 3 clusters Score -6319058 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34284 members 
Mstep: Class 2 contains 27356 members 
Entering Unmasked Estep 
Score: -6319073.500000 Penalty: 3282.250244
	Iteration 45Q: 3 clusters Score -6319074 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34433 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6319093 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34607 members 
Mstep: Class 2 contains 27033 members 
Entering Unmasked Estep 
Score: -6319110.500000 Penalty: 3282.250244
	Iteration 47Q: 3 clusters Score -6319110 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34789 members 
Mstep: Class 2 contains 26851 members 
Entering Unmasked Estep 
Score: -6319151.500000 Penalty: 3282.250244
	Iteration 48Q: 3 clusters Score -6319152 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34960 members 
Mstep: Class 2 contains 26680 members 
Entering Unmasked Estep 
Score: -6319188.000000 Penalty: 3282.250244
	Iteration 49Q: 3 clusters Score -6319188 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35162 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -6319209.500000 Penalty: 3282.250244
	Iteration 50Q: 3 clusters Score -6319210 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35361 members 
Mstep: Class 2 contains 26279 members 
Entering Unmasked Estep 
Score: -6319239.000000 Penalty: 3282.250244
	Iteration 51Q: 3 clusters Score -6319239 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35581 members 
Mstep: Class 2 contains 26059 members 
Entering Unmasked Estep 
Score: -6319296.500000 Penalty: 3282.250244
	Iteration 52Q: 3 clusters Score -6319296 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35823 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -6319310.000000 Penalty: 3282.250244
	Iteration 53Q: 3 clusters Score -6319310 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36088 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -6319356.000000 Penalty: 3282.250244
	Iteration 54Q: 3 clusters Score -6319356 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36343 members 
Mstep: Class 2 contains 25297 members 
Entering Unmasked Estep 
Score: -6319414.500000 Penalty: 3282.250244
	Iteration 55Q: 3 clusters Score -6319414 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36605 members 
Mstep: Class 2 contains 25035 members 
Entering Unmasked Estep 
Score: -6319459.500000 Penalty: 3282.250244
	Iteration 56Q: 3 clusters Score -6319460 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36905 members 
Mstep: Class 2 contains 24735 members 
Entering Unmasked Estep 
Score: -6319503.500000 Penalty: 3282.250244
	Iteration 57Q: 3 clusters Score -6319504 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37250 members 
Mstep: Class 2 contains 24390 members 
Entering Unmasked Estep 
Score: -6319551.000000 Penalty: 3282.250244
	Iteration 58Q: 3 clusters Score -6319551 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37625 members 
Mstep: Class 2 contains 24015 members 
Entering Unmasked Estep 
Score: -6319599.000000 Penalty: 3282.250244
	Iteration 59Q: 3 clusters Score -6319599 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38006 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -6319666.500000 Penalty: 3282.250244
	Iteration 60F: 3 clusters Score -6319666 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38400 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -6319748.500000 Penalty: 3282.250244
	Iteration 61Q: 3 clusters Score -6319748 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38815 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -6319844.500000 Penalty: 3282.250244
	Iteration 62Q: 3 clusters Score -6319844 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39220 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -6319904.500000 Penalty: 3282.250244
	Iteration 63Q: 3 clusters Score -6319904 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39640 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -6319956.500000 Penalty: 3282.250244
	Iteration 64Q: 3 clusters Score -6319956 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40111 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -6320075.500000 Penalty: 3282.250244
	Iteration 65Q: 3 clusters Score -6320076 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40613 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -6320130.000000 Penalty: 3282.250244
	Iteration 66Q: 3 clusters Score -6320130 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41166 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -6320250.000000 Penalty: 3282.250244
	Iteration 67Q: 3 clusters Score -6320250 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41752 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -6320428.000000 Penalty: 3282.250244
	Iteration 68Q: 3 clusters Score -6320428 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42364 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -6320612.000000 Penalty: 3282.250244
	Iteration 69Q: 3 clusters Score -6320612 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42969 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -6320698.000000 Penalty: 3282.250244
	Iteration 70Q: 3 clusters Score -6320698 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43592 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -6320861.500000 Penalty: 3282.250244
	Iteration 71Q: 3 clusters Score -6320862 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44268 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -6321039.500000 Penalty: 3282.250244
	Iteration 72Q: 3 clusters Score -6321040 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44958 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -6321281.500000 Penalty: 3282.250244
	Iteration 73Q: 3 clusters Score -6321282 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45694 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -6321483.000000 Penalty: 3282.250244
	Iteration 74Q: 3 clusters Score -6321483 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46469 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6321743 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47305 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -6321975.500000 Penalty: 3282.250244
	Iteration 76Q: 3 clusters Score -6321976 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48170 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -6322274.500000 Penalty: 3282.250244
	Iteration 77Q: 3 clusters Score -6322274 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49072 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -6322584.000000 Penalty: 3282.250244
	Iteration 78Q: 3 clusters Score -6322584 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50066 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -6323010.500000 Penalty: 3282.250244
	Iteration 79Q: 3 clusters Score -6323010 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51113 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -6323459.000000 Penalty: 3282.250244
	Iteration 80F: 3 clusters Score -6323459 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52138 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -6323903.500000 Penalty: 3282.250244
	Iteration 81Q: 3 clusters Score -6323904 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53148 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -6324376.000000 Penalty: 3282.250244
	Iteration 82Q: 3 clusters Score -6324376 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54108 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -6324839.500000 Penalty: 3282.250244
	Iteration 83Q: 3 clusters Score -6324840 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55060 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -6325330.000000 Penalty: 3282.250244
	Iteration 84Q: 3 clusters Score -6325330 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55945 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -6325795.500000 Penalty: 3282.250244
	Iteration 85Q: 3 clusters Score -6325796 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56734 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -6326233.000000 Penalty: 3282.250244
	Iteration 86Q: 3 clusters Score -6326233 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57395 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -6326568.000000 Penalty: 3282.250244
	Iteration 87Q: 3 clusters Score -6326568 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57941 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -6326859.000000 Penalty: 3282.250244
	Iteration 88Q: 3 clusters Score -6326859 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58333 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -6327069.500000 Penalty: 3282.250244
	Iteration 89Q: 3 clusters Score -6327070 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58625 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -6327209.500000 Penalty: 3282.250244
	Iteration 90Q: 3 clusters Score -6327210 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58840 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -6327305.500000 Penalty: 3282.250244
	Iteration 91Q: 3 clusters Score -6327306 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59006 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -6327401.500000 Penalty: 3282.250244
	Iteration 92Q: 3 clusters Score -6327402 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59141 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -6327478.500000 Penalty: 3282.250244
	Iteration 93Q: 3 clusters Score -6327478 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59251 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -6327523.000000 Penalty: 3282.250244
	Iteration 94Q: 3 clusters Score -6327523 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59335 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -6327582.000000 Penalty: 3282.250244
	Iteration 95Q: 3 clusters Score -6327582 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59418 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -6327637.000000 Penalty: 3282.250244
	Iteration 96Q: 3 clusters Score -6327637 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59493 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -6327679.500000 Penalty: 3282.250244
	Iteration 97Q: 3 clusters Score -6327680 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59545 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -6327701.500000 Penalty: 3282.250244
	Iteration 98Q: 3 clusters Score -6327702 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59578 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -6327726.000000 Penalty: 3282.250244
	Iteration 99Q: 3 clusters Score -6327726 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59611 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -6327742.500000 Penalty: 3282.250244
	Iteration 100F: 3 clusters Score -6327742 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59644 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -6327762.500000 Penalty: 3282.250244
	Iteration 101Q: 3 clusters Score -6327762 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59675 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -6327795.500000 Penalty: 3282.250244
	Iteration 102Q: 3 clusters Score -6327796 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59700 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -6327796.000000 Penalty: 3282.250244
	Iteration 103Q: 3 clusters Score -6327796 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59718 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -6327814.500000 Penalty: 3282.250244
	Iteration 104Q: 3 clusters Score -6327814 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59742 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -6327816.500000 Penalty: 3282.250244
	Iteration 105Q: 3 clusters Score -6327816 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59752 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -6327830.500000 Penalty: 3282.250244
	Iteration 106Q: 3 clusters Score -6327830 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59766 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -6327834.500000 Penalty: 3282.250244
	Iteration 107Q: 3 clusters Score -6327834 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59774 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -6327839.500000 Penalty: 3282.250244
	Iteration 108Q: 3 clusters Score -6327840 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59779 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -6327849.000000 Penalty: 3282.250244
	Iteration 109Q: 3 clusters Score -6327849 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59786 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -6327845.000000 Penalty: 3282.250244
	Iteration 110Q: 3 clusters Score -6327845 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59790 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -6327844.500000 Penalty: 3282.250244
	Iteration 111Q: 3 clusters Score -6327844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59793 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -6327856.000000 Penalty: 3282.250244
	Iteration 112Q: 3 clusters Score -6327856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59799 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -6327854.500000 Penalty: 3282.250244
	Iteration 113Q: 3 clusters Score -6327854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59799 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -6327860.500000 Penalty: 3282.250244
	Iteration 114Q: 3 clusters Score -6327860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59798 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -6327870.000000 Penalty: 3282.250244
	Iteration 115Q: 3 clusters Score -6327870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59801 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -6327875.000000 Penalty: 3282.250244
	Iteration 116Q: 3 clusters Score -6327875 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59807 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -6327874.000000 Penalty: 3282.250244
	Iteration 117Q: 3 clusters Score -6327874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59818 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -6327880.500000 Penalty: 3282.250244
	Iteration 118Q: 3 clusters Score -6327880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59823 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -6327886.000000 Penalty: 3282.250244
	Iteration 119Q: 3 clusters Score -6327886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59822 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -6327881.500000 Penalty: 3282.250244
	Iteration 120F: 3 clusters Score -6327882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59825 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -6327886.500000 Penalty: 3282.250244
	Iteration 121Q: 3 clusters Score -6327886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59824 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -6327885.000000 Penalty: 3282.250244
	Iteration 122Q: 3 clusters Score -6327885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59826 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -6327889.000000 Penalty: 3282.250244
	Iteration 123Q: 3 clusters Score -6327889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59827 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -6327889.000000 Penalty: 3282.250244
	Iteration 124Q: 3 clusters Score -6327889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59831 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -6327893.500000 Penalty: 3282.250244
	Iteration 125Q: 3 clusters Score -6327894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59833 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -6327893.000000 Penalty: 3282.250244
	Iteration 126Q: 3 clusters Score -6327893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59833 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -6327902.500000 Penalty: 3282.250244
	Iteration 127Q: 3 clusters Score -6327902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59833 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -6327902.500000 Penalty: 3282.250244
	Iteration 128F: 3 clusters Score -6327902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10207 members 
Entering Unmasked Estep 
Score: -1021536.812500 Penalty: 1373.547363
	Iteration 0F: 2 clusters Score -1021537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1014625.812500 Penalty: 2747.094727
	Iteration 0F: 3 clusters Score -1014626 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1016859.312500 Penalty: 2747.094727
	Iteration 1F: 3 clusters Score -1016859 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1017205.562500 Penalty: 2747.094727
	Iteration 2F: 3 clusters Score -1017206 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1017482.000000 Penalty: 2747.094727
	Iteration 3F: 3 clusters Score -1017482 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1017726.750000 Penalty: 2747.094727
	Iteration 4Q: 3 clusters Score -1017727 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1018015.625000 Penalty: 2747.094727
	Iteration 5Q: 3 clusters Score -1018016 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1018315.187500 Penalty: 2747.094727
	Iteration 6Q: 3 clusters Score -1018315 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1018607.562500 Penalty: 2747.094727
	Iteration 7Q: 3 clusters Score -1018608 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1018916.875000 Penalty: 2747.094727
	Iteration 8Q: 3 clusters Score -1018917 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1019217.937500 Penalty: 2747.094727
	Iteration 9Q: 3 clusters Score -1019218 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1019513.562500 Penalty: 2747.094727
	Iteration 10Q: 3 clusters Score -1019514 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1019788.000000 Penalty: 2747.094727
	Iteration 11Q: 3 clusters Score -1019788 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1020003.000000 Penalty: 2747.094727
	Iteration 12Q: 3 clusters Score -1020003 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1020184.312500 Penalty: 2747.094727
	Iteration 13Q: 3 clusters Score -1020184 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1020336.812500 Penalty: 2747.094727
	Iteration 14Q: 3 clusters Score -1020337 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1020478.250000 Penalty: 2747.094727
	Iteration 15Q: 3 clusters Score -1020478 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1020612.875000 Penalty: 2747.094727
	Iteration 16Q: 3 clusters Score -1020613 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1020717.437500 Penalty: 2747.094727
	Iteration 17Q: 3 clusters Score -1020717 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1020801.750000 Penalty: 2747.094727
	Iteration 18Q: 3 clusters Score -1020802 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1020868.437500 Penalty: 2747.094727
	Iteration 19Q: 3 clusters Score -1020868 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1020907.062500 Penalty: 2747.094727
	Iteration 20F: 3 clusters Score -1020907 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1020932.187500 Penalty: 2747.094727
	Iteration 21Q: 3 clusters Score -1020932 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1020952.625000 Penalty: 2747.094727
	Iteration 22Q: 3 clusters Score -1020953 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1020973.500000 Penalty: 2747.094727
	Iteration 23Q: 3 clusters Score -1020974 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1020986.562500 Penalty: 2747.094727
	Iteration 24Q: 3 clusters Score -1020987 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1021002.187500 Penalty: 2747.094727
	Iteration 25Q: 3 clusters Score -1021002 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1021014.187500 Penalty: 2747.094727
	Iteration 26Q: 3 clusters Score -1021014 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1021029.375000 Penalty: 2747.094727
	Iteration 27Q: 3 clusters Score -1021029 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1021048.875000 Penalty: 2747.094727
	Iteration 28Q: 3 clusters Score -1021049 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1021056.000000 Penalty: 2747.094727
	Iteration 29Q: 3 clusters Score -1021056 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1021060.437500 Penalty: 2747.094727
	Iteration 30Q: 3 clusters Score -1021060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1021067.500000 Penalty: 2747.094727
	Iteration 31Q: 3 clusters Score -1021068 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1021072.375000 Penalty: 2747.094727
	Iteration 32Q: 3 clusters Score -1021072 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1021075.187500 Penalty: 2747.094727
	Iteration 33Q: 3 clusters Score -1021075 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1021081.250000 Penalty: 2747.094727
	Iteration 34Q: 3 clusters Score -1021081 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1021082.750000 Penalty: 2747.094727
	Iteration 35Q: 3 clusters Score -1021083 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1021091.937500 Penalty: 2747.094727
	Iteration 36Q: 3 clusters Score -1021092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1021093.562500 Penalty: 2747.094727
	Iteration 37Q: 3 clusters Score -1021094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1021094.437500 Penalty: 2747.094727
	Iteration 38Q: 3 clusters Score -1021094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1021094.187500 Penalty: 2747.094727
	Iteration 39Q: 3 clusters Score -1021094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1021095.875000 Penalty: 2747.094727
	Iteration 40F: 3 clusters Score -1021096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1021094.812500 Penalty: 2747.094727
	Iteration 41Q: 3 clusters Score -1021095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1021095.812500 Penalty: 2747.094727
	Iteration 42Q: 3 clusters Score -1021096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1021097.187500 Penalty: 2747.094727
	Iteration 43Q: 3 clusters Score -1021097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1021097.500000 Penalty: 2747.094727
	Iteration 44Q: 3 clusters Score -1021098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1021097.437500 Penalty: 2747.094727
	Iteration 45Q: 3 clusters Score -1021097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1021097.437500 Penalty: 2747.094727
	Iteration 46F: 3 clusters Score -1021097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Entering Unmasked Estep 
Score: -745586.187500 Penalty: 1316.530029
	Iteration 0F: 2 clusters Score -745586.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -740698.187500 Penalty: 2633.060059
	Iteration 0F: 3 clusters Score -740698.2 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -742136.375000 Penalty: 2633.060059
	Iteration 1F: 3 clusters Score -742136.4 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -742420.312500 Penalty: 2633.060059
	Iteration 2F: 3 clusters Score -742420.3 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -742614.437500 Penalty: 2633.060059
	Iteration 3F: 3 clusters Score -742614.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -742755.812500 Penalty: 2633.060059
	Iteration 4Q: 3 clusters Score -742755.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -742851.187500 Penalty: 2633.060059
	Iteration 5Q: 3 clusters Score -742851.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -742917.437500 Penalty: 2633.060059
	Iteration 6Q: 3 clusters Score -742917.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -742982.062500 Penalty: 2633.060059
	Iteration 7Q: 3 clusters Score -742982.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -743049.937500 Penalty: 2633.060059
	Iteration 8Q: 3 clusters Score -743049.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -743122.187500 Penalty: 2633.060059
	Iteration 9Q: 3 clusters Score -743122.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -743192.500000 Penalty: 2633.060059
	Iteration 10Q: 3 clusters Score -743192.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -743262.625000 Penalty: 2633.060059
	Iteration 11Q: 3 clusters Score -743262.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -743346.812500 Penalty: 2633.060059
	Iteration 12Q: 3 clusters Score -743346.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -743440.562500 Penalty: 2633.060059
	Iteration 13Q: 3 clusters Score -743440.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -743545.375000 Penalty: 2633.060059
	Iteration 14Q: 3 clusters Score -743545.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -743662.687500 Penalty: 2633.060059
	Iteration 15Q: 3 clusters Score -743662.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -743787.000000 Penalty: 2633.060059
	Iteration 16Q: 3 clusters Score -743787 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -743910.250000 Penalty: 2633.060059
	Iteration 17Q: 3 clusters Score -743910.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -744026.500000 Penalty: 2633.060059
	Iteration 18Q: 3 clusters Score -744026.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -744132.000000 Penalty: 2633.060059
	Iteration 19Q: 3 clusters Score -744132 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -744218.000000 Penalty: 2633.060059
	Iteration 20F: 3 clusters Score -744218 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -744286.687500 Penalty: 2633.060059
	Iteration 21Q: 3 clusters Score -744286.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -744335.500000 Penalty: 2633.060059
	Iteration 22Q: 3 clusters Score -744335.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -744375.750000 Penalty: 2633.060059
	Iteration 23Q: 3 clusters Score -744375.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -744412.812500 Penalty: 2633.060059
	Iteration 24Q: 3 clusters Score -744412.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -744436.062500 Penalty: 2633.060059
	Iteration 25Q: 3 clusters Score -744436.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -744455.125000 Penalty: 2633.060059
	Iteration 26Q: 3 clusters Score -744455.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -744472.500000 Penalty: 2633.060059
	Iteration 27Q: 3 clusters Score -744472.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -744485.750000 Penalty: 2633.060059
	Iteration 28Q: 3 clusters Score -744485.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -744502.937500 Penalty: 2633.060059
	Iteration 29Q: 3 clusters Score -744502.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -744513.937500 Penalty: 2633.060059
	Iteration 30Q: 3 clusters Score -744513.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -744524.812500 Penalty: 2633.060059
	Iteration 31Q: 3 clusters Score -744524.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -744541.375000 Penalty: 2633.060059
	Iteration 32Q: 3 clusters Score -744541.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -744548.187500 Penalty: 2633.060059
	Iteration 33Q: 3 clusters Score -744548.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -744549.562500 Penalty: 2633.060059
	Iteration 34Q: 3 clusters Score -744549.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -744551.062500 Penalty: 2633.060059
	Iteration 35Q: 3 clusters Score -744551.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -744551.062500 Penalty: 2633.060059
	Iteration 36F: 3 clusters Score -744551.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (48222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48222 members 
Entering Unmasked Estep 
Score: -4816646.000000 Penalty: 1604.595337
	Iteration 0F: 2 clusters Score -4816646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -4785157.500000 Penalty: 3209.190674
	Iteration 0F: 3 clusters Score -4785158 nChanged 22304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 24393 members 
Entering Unmasked Estep 
Score: -4797677.500000 Penalty: 3209.190674
	Iteration 1F: 3 clusters Score -4797678 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 24730 members 
Entering Unmasked Estep 
Score: -4798326.000000 Penalty: 3209.190674
	Iteration 2Q: 3 clusters Score -4798326 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 25237 members 
Entering Unmasked Estep 
Score: -4798987.500000 Penalty: 3209.190674
	Iteration 3Q: 3 clusters Score -4798988 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -4799707.500000 Penalty: 3209.190674
	Iteration 4Q: 3 clusters Score -4799708 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 26661 members 
Entering Unmasked Estep 
Score: -4800564.000000 Penalty: 3209.190674
	Iteration 5Q: 3 clusters Score -4800564 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 27710 members 
Entering Unmasked Estep 
Score: -4801621.000000 Penalty: 3209.190674
	Iteration 6Q: 3 clusters Score -4801621 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 29035 members 
Entering Unmasked Estep 
Score: -4802862.500000 Penalty: 3209.190674
	Iteration 7F: 3 clusters Score -4802862 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 30568 members 
Entering Unmasked Estep 
Score: -4804340.500000 Penalty: 3209.190674
	Iteration 8F: 3 clusters Score -4804340 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 32111 members 
Entering Unmasked Estep 
Score: -4806028.000000 Penalty: 3209.190674
	Iteration 9F: 3 clusters Score -4806028 nChanged 2429
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 33520 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -4807713 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 34714 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -4809252 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 35527 members 
Entering Unmasked Estep 
Score: -4810356.500000 Penalty: 3209.190674
	Iteration 12Q: 3 clusters Score -4810356 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 36137 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -4811066 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 36626 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -4811556 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 37027 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -4811936 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 37380 members 
Entering Unmasked Estep 
Score: -4812357.500000 Penalty: 3209.190674
	Iteration 16Q: 3 clusters Score -4812358 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 37671 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -4812728 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 37871 members 
Entering Unmasked Estep 
Score: -4813108.500000 Penalty: 3209.190674
	Iteration 18Q: 3 clusters Score -4813108 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 37994 members 
Entering Unmasked Estep 
Score: -4813426.000000 Penalty: 3209.190674
	Iteration 19Q: 3 clusters Score -4813426 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 38061 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4813671 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 38063 members 
Entering Unmasked Estep 
Score: -4813932.500000 Penalty: 3209.190674
	Iteration 21Q: 3 clusters Score -4813932 nChanged 529
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Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 37992 members 
Entering Unmasked Estep 
Score: -4814131.000000 Penalty: 3209.190674
	Iteration 22Q: 3 clusters Score -4814131 nChanged 527
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Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 37895 members 
Entering Unmasked Estep 
Score: -4814310.000000 Penalty: 3209.190674
	Iteration 23Q: 3 clusters Score -4814310 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 37789 members 
Entering Unmasked Estep 
Score: -4814441.500000 Penalty: 3209.190674
	Iteration 24Q: 3 clusters Score -4814442 nChanged 410
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 37641 members 
Entering Unmasked Estep 
Score: -4814565.500000 Penalty: 3209.190674
	Iteration 25Q: 3 clusters Score -4814566 nChanged 378
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Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 37479 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4814658 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 37332 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4814737 nChanged 240
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Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 37182 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4814790 nChanged 214
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Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 37048 members 
Entering Unmasked Estep 
Score: -4814825.000000 Penalty: 3209.190674
	Iteration 29Q: 3 clusters Score -4814825 nChanged 193
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 36927 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4814847 nChanged 169
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 36814 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4814868 nChanged 160
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Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 36702 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4814874 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 36599 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4814893 nChanged 112
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 36501 members 
Entering Unmasked Estep 
Score: -4814915.500000 Penalty: 3209.190674
	Iteration 34Q: 3 clusters Score -4814916 nChanged 103
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 36416 members 
Entering Unmasked Estep 
Score: -4814930.500000 Penalty: 3209.190674
	Iteration 35Q: 3 clusters Score -4814930 nChanged 100
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Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 36332 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4814942 nChanged 85
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 36251 members 
Entering Unmasked Estep 
Score: -4814936.500000 Penalty: 3209.190674
	Iteration 37Q: 3 clusters Score -4814936 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 36160 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4814956 nChanged 100
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 36072 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4814946 nChanged 84
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Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 35990 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4814950 nChanged 82
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Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 35910 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4814970 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 35820 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4814990 nChanged 80
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Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 35746 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4814999 nChanged 86
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Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 35662 members 
Entering Unmasked Estep 
Score: -4815013.000000 Penalty: 3209.190674
	Iteration 44Q: 3 clusters Score -4815013 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 35585 members 
Entering Unmasked Estep 
Score: -4815024.000000 Penalty: 3209.190674
	Iteration 45Q: 3 clusters Score -4815024 nChanged 69
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Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 35516 members 
Entering Unmasked Estep 
Score: -4815015.000000 Penalty: 3209.190674
	Iteration 46Q: 3 clusters Score -4815015 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 35458 members 
Entering Unmasked Estep 
Score: -4815011.000000 Penalty: 3209.190674
	Iteration 47Q: 3 clusters Score -4815011 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 35394 members 
Entering Unmasked Estep 
Score: -4815005.000000 Penalty: 3209.190674
	Iteration 48Q: 3 clusters Score -4815005 nChanged 65
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 35329 members 
Entering Unmasked Estep 
Score: -4815009.000000 Penalty: 3209.190674
	Iteration 49Q: 3 clusters Score -4815009 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 35258 members 
Entering Unmasked Estep 
Score: -4815031.500000 Penalty: 3209.190674
	Iteration 50Q: 3 clusters Score -4815032 nChanged 74
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 35184 members 
Entering Unmasked Estep 
Score: -4815045.500000 Penalty: 3209.190674
	Iteration 51Q: 3 clusters Score -4815046 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 35109 members 
Entering Unmasked Estep 
Score: -4815050.000000 Penalty: 3209.190674
	Iteration 52Q: 3 clusters Score -4815050 nChanged 85
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Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 35028 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4815068 nChanged 66
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Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 34962 members 
Entering Unmasked Estep 
Score: -4815075.500000 Penalty: 3209.190674
	Iteration 54Q: 3 clusters Score -4815076 nChanged 55
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 34909 members 
Entering Unmasked Estep 
Score: -4815070.500000 Penalty: 3209.190674
	Iteration 55Q: 3 clusters Score -4815070 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 34867 members 
Entering Unmasked Estep 
Score: -4815064.500000 Penalty: 3209.190674
	Iteration 56Q: 3 clusters Score -4815064 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 34816 members 
Entering Unmasked Estep 
Score: -4815073.500000 Penalty: 3209.190674
	Iteration 57Q: 3 clusters Score -4815074 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 34773 members 
Entering Unmasked Estep 
Score: -4815083.000000 Penalty: 3209.190674
	Iteration 58Q: 3 clusters Score -4815083 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 34741 members 
Entering Unmasked Estep 
Score: -4815081.000000 Penalty: 3209.190674
	Iteration 59Q: 3 clusters Score -4815081 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 34701 members 
Entering Unmasked Estep 
Score: -4815074.000000 Penalty: 3209.190674
	Iteration 60F: 3 clusters Score -4815074 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 34670 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4815070 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 34638 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4815074 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 34605 members 
Entering Unmasked Estep 
Score: -4815079.000000 Penalty: 3209.190674
	Iteration 63Q: 3 clusters Score -4815079 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 34572 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4815074 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 34548 members 
Entering Unmasked Estep 
Score: -4815060.500000 Penalty: 3209.190674
	Iteration 65Q: 3 clusters Score -4815060 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 34530 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4815071 nChanged 13
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Mstep: Class 1 contains 13705 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4815072 nChanged 17
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Mstep: Class 1 contains 13722 members 
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Entering Unmasked Estep 
Score: -4815078.000000 Penalty: 3209.190674
	Iteration 68Q: 3 clusters Score -4815078 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 34477 members 
Entering Unmasked Estep 
Score: -4815083.500000 Penalty: 3209.190674
	Iteration 69Q: 3 clusters Score -4815084 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 34454 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4815083 nChanged 32
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Mstep: Class 1 contains 13800 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4815082 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 34387 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4815084 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 34349 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4815088 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 34309 members 
Entering Unmasked Estep 
Score: -4815087.000000 Penalty: 3209.190674
	Iteration 74Q: 3 clusters Score -4815087 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 34278 members 
Entering Unmasked Estep 
Score: -4815098.000000 Penalty: 3209.190674
	Iteration 75Q: 3 clusters Score -4815098 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 34246 members 
Entering Unmasked Estep 
Score: -4815096.500000 Penalty: 3209.190674
	Iteration 76Q: 3 clusters Score -4815096 nChanged 30
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Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 34216 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4815098 nChanged 29
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Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 34189 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4815106 nChanged 25
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Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 34164 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4815097 nChanged 22
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Mstep: Class 1 contains 14080 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4815098 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 34126 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4815094 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 34109 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4815081 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 34101 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4815086 nChanged 6
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Mstep: Class 1 contains 14127 members 
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	Iteration 84Q: 3 clusters Score -4815085 nChanged 4
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Mstep: Class 1 contains 14131 members 
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	Iteration 85Q: 3 clusters Score -4815086 nChanged 9
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Mstep: Class 1 contains 14140 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4815092 nChanged 10
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Mstep: Class 1 contains 14150 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4815098 nChanged 7
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Mstep: Class 1 contains 14157 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4815090 nChanged 5
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Mstep: Class 1 contains 14162 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4815086 nChanged 9
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Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 34051 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4815088 nChanged 14
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Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 34037 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4815094 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14194 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4815084 nChanged 5
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Mstep: Class 1 contains 14199 members 
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	Iteration 93Q: 3 clusters Score -4815087 nChanged 3
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Mstep: Class 1 contains 14202 members 
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	Iteration 94Q: 3 clusters Score -4815088 nChanged 4
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Mstep: Class 1 contains 14206 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4815092 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14209 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4815092 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14212 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4815095 nChanged 1
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4815094 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14214 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4815094 nChanged 2
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Mstep: Class 1 contains 14216 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4815092 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14218 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4815094 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14221 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4815096 nChanged 3
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4815098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 33994 members 
Entering Unmasked Estep 
Score: -4815094.000000 Penalty: 3209.190674
	Iteration 104Q: 3 clusters Score -4815094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 33988 members 
Entering Unmasked Estep 
Score: -4815099.000000 Penalty: 3209.190674
	Iteration 105Q: 3 clusters Score -4815099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 33984 members 
Entering Unmasked Estep 
Score: -4815098.500000 Penalty: 3209.190674
	Iteration 106Q: 3 clusters Score -4815098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 33981 members 
Entering Unmasked Estep 
Score: -4815096.500000 Penalty: 3209.190674
	Iteration 107Q: 3 clusters Score -4815096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 33979 members 
Entering Unmasked Estep 
Score: -4815095.000000 Penalty: 3209.190674
	Iteration 108Q: 3 clusters Score -4815095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 33979 members 
Entering Unmasked Estep 
Score: -4815095.000000 Penalty: 3209.190674
	Iteration 109F: 3 clusters Score -4815095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Entering Unmasked Estep 
Score: -834205.437500 Penalty: 1351.409424
	Iteration 0F: 2 clusters Score -834205.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -828256.562500 Penalty: 2702.818848
	Iteration 0F: 3 clusters Score -828256.6 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -830203.312500 Penalty: 2702.818848
	Iteration 1F: 3 clusters Score -830203.3 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -830524.250000 Penalty: 2702.818848
	Iteration 2F: 3 clusters Score -830524.2 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -830772.062500 Penalty: 2702.818848
	Iteration 3F: 3 clusters Score -830772.1 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -830991.625000 Penalty: 2702.818848
	Iteration 4Q: 3 clusters Score -830991.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -831246.500000 Penalty: 2702.818848
	Iteration 5Q: 3 clusters Score -831246.5 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -831559.312500 Penalty: 2702.818848
	Iteration 6Q: 3 clusters Score -831559.3 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -832043.500000 Penalty: 2702.818848
	Iteration 7F: 3 clusters Score -832043.5 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -832667.312500 Penalty: 2702.818848
	Iteration 8F: 3 clusters Score -832667.3 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -833225.625000 Penalty: 2702.818848
	Iteration 9F: 3 clusters Score -833225.6 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -833642.750000 Penalty: 2702.818848
	Iteration 10F: 3 clusters Score -833642.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -833899.312500 Penalty: 2702.818848
	Iteration 11Q: 3 clusters Score -833899.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -834044.250000 Penalty: 2702.818848
	Iteration 12Q: 3 clusters Score -834044.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -834154.625000 Penalty: 2702.818848
	Iteration 13Q: 3 clusters Score -834154.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -834231.875000 Penalty: 2702.818848
	Iteration 14Q: 3 clusters Score -834231.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -834297.250000 Penalty: 2702.818848
	Iteration 15Q: 3 clusters Score -834297.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -834338.375000 Penalty: 2702.818848
	Iteration 16Q: 3 clusters Score -834338.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -834372.437500 Penalty: 2702.818848
	Iteration 17Q: 3 clusters Score -834372.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -834397.000000 Penalty: 2702.818848
	Iteration 18Q: 3 clusters Score -834397 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -834413.312500 Penalty: 2702.818848
	Iteration 19Q: 3 clusters Score -834413.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -834435.187500 Penalty: 2702.818848
	Iteration 20F: 3 clusters Score -834435.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -834451.187500 Penalty: 2702.818848
	Iteration 21Q: 3 clusters Score -834451.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -834463.875000 Penalty: 2702.818848
	Iteration 22Q: 3 clusters Score -834463.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -834478.687500 Penalty: 2702.818848
	Iteration 23Q: 3 clusters Score -834478.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -834491.000000 Penalty: 2702.818848
	Iteration 24Q: 3 clusters Score -834491 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -834505.375000 Penalty: 2702.818848
	Iteration 25Q: 3 clusters Score -834505.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -834520.625000 Penalty: 2702.818848
	Iteration 26Q: 3 clusters Score -834520.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -834538.375000 Penalty: 2702.818848
	Iteration 27Q: 3 clusters Score -834538.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -834552.000000 Penalty: 2702.818848
	Iteration 28Q: 3 clusters Score -834552 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -834565.187500 Penalty: 2702.818848
	Iteration 29Q: 3 clusters Score -834565.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -834574.062500 Penalty: 2702.818848
	Iteration 30Q: 3 clusters Score -834574.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -834584.750000 Penalty: 2702.818848
	Iteration 31Q: 3 clusters Score -834584.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -834596.000000 Penalty: 2702.818848
	Iteration 32Q: 3 clusters Score -834596 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -834602.125000 Penalty: 2702.818848
	Iteration 33Q: 3 clusters Score -834602.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -834608.937500 Penalty: 2702.818848
	Iteration 34Q: 3 clusters Score -834608.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -834618.937500 Penalty: 2702.818848
	Iteration 35Q: 3 clusters Score -834618.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -834623.125000 Penalty: 2702.818848
	Iteration 36Q: 3 clusters Score -834623.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -834630.750000 Penalty: 2702.818848
	Iteration 37Q: 3 clusters Score -834630.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -834630.562500 Penalty: 2702.818848
	Iteration 38Q: 3 clusters Score -834630.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -834631.437500 Penalty: 2702.818848
	Iteration 39Q: 3 clusters Score -834631.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -834632.000000 Penalty: 2702.818848
	Iteration 40F: 3 clusters Score -834632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -834631.437500 Penalty: 2702.818848
	Iteration 41Q: 3 clusters Score -834631.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -834631.250000 Penalty: 2702.818848
	Iteration 42Q: 3 clusters Score -834631.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -834631.750000 Penalty: 2702.818848
	Iteration 43Q: 3 clusters Score -834631.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -834633.812500 Penalty: 2702.818848
	Iteration 44Q: 3 clusters Score -834633.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -834633.437500 Penalty: 2702.818848
	Iteration 45Q: 3 clusters Score -834633.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -834635.812500 Penalty: 2702.818848
	Iteration 46Q: 3 clusters Score -834635.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -834637.562500 Penalty: 2702.818848
	Iteration 47Q: 3 clusters Score -834637.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -834637.000000 Penalty: 2702.818848
	Iteration 48Q: 3 clusters Score -834637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -834638.375000 Penalty: 2702.818848
	Iteration 49Q: 3 clusters Score -834638.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -834639.312500 Penalty: 2702.818848
	Iteration 50Q: 3 clusters Score -834639.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -834639.375000 Penalty: 2702.818848
	Iteration 51Q: 3 clusters Score -834639.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -834640.000000 Penalty: 2702.818848
	Iteration 52Q: 3 clusters Score -834640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -834638.937500 Penalty: 2702.818848
	Iteration 53Q: 3 clusters Score -834638.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -834638.937500 Penalty: 2702.818848
	Iteration 54F: 3 clusters Score -834638.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61640 members 
Mstep: Class 2 contains 10207 members 
Mstep: Class 3 contains 6958 members 
Mstep: Class 4 contains 48222 members 
Mstep: Class 5 contains 6301 members 
Mstep: Class 6 contains 11500 members 
Mstep: Class 7 contains 58260 members 
Mstep: Class 8 contains 11055 members 
Mstep: Class 9 contains 11160 members 
Mstep: Class 10 contains 11433 members 
Mstep: Class 11 contains 10416 members 
Mstep: Class 12 contains 7360 members 
Mstep: Class 13 contains 19064 members 
Mstep: Class 14 contains 37823 members 
Mstep: Class 15 contains 17004 members 
Mstep: Class 16 contains 23992 members 
Mstep: Class 17 contains 28724 members 
Mstep: Class 18 contains 19941 members 
Mstep: Class 19 contains 1486 members 
Mstep: Class 20 contains 200563 members 
Mstep: Class 21 contains 36108 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 6491 members 
Mstep: Class 24 contains 1831 members 
Mstep: Class 25 contains 35574 members 
Mstep: Class 26 contains 6428 members 
Mstep: Class 27 contains 14680 members 
Mstep: Class 28 contains 21029 members 
Mstep: Class 29 contains 37641 members 
Mstep: Class 30 contains 17535 members 
Mstep: Class 31 contains 8936 members 
Mstep: Class 32 contains 1040 members 
Mstep: Class 33 contains 8067 members 
Mstep: Class 34 contains 3981 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 2543 members 
Mstep: Class 37 contains 4198 members 
Mstep: Class 38 contains 3357 members 
Mstep: Class 39 contains 33430 members 
Mstep: Class 40 contains 18282 members 
Mstep: Class 41 contains 16075 members 
Mstep: Class 42 contains 3053 members 
Mstep: Class 43 contains 2657 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 2003 members 
Mstep: Class 46 contains 1922 members 
Mstep: Class 47 contains 2495 members 
Entering Unmasked Estep 
Score: -88118256.000000 Penalty: 95881.820312
Splitting cluster 5 changes total score from -88118456.000000 to -88118256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (11500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Entering Unmasked Estep 
Score: -1172794.375000 Penalty: 1391.295288
	Iteration 0F: 2 clusters Score -1172794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1165104.125000 Penalty: 2782.590576
	Iteration 0F: 3 clusters Score -1165104 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1167622.375000 Penalty: 2782.590576
	Iteration 1F: 3 clusters Score -1167622 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1167956.250000 Penalty: 2782.590576
	Iteration 2F: 3 clusters Score -1167956 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1168189.250000 Penalty: 2782.590576
	Iteration 3Q: 3 clusters Score -1168189 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1168356.875000 Penalty: 2782.590576
	Iteration 4Q: 3 clusters Score -1168357 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1168505.000000 Penalty: 2782.590576
	Iteration 5Q: 3 clusters Score -1168505 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1168610.750000 Penalty: 2782.590576
	Iteration 6Q: 3 clusters Score -1168611 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1168696.250000 Penalty: 2782.590576
	Iteration 7Q: 3 clusters Score -1168696 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1168763.500000 Penalty: 2782.590576
	Iteration 8Q: 3 clusters Score -1168764 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1168827.375000 Penalty: 2782.590576
	Iteration 9Q: 3 clusters Score -1168827 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1168883.750000 Penalty: 2782.590576
	Iteration 10Q: 3 clusters Score -1168884 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1168942.875000 Penalty: 2782.590576
	Iteration 11Q: 3 clusters Score -1168943 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1168995.000000 Penalty: 2782.590576
	Iteration 12Q: 3 clusters Score -1168995 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1169050.625000 Penalty: 2782.590576
	Iteration 13Q: 3 clusters Score -1169051 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1169106.625000 Penalty: 2782.590576
	Iteration 14Q: 3 clusters Score -1169107 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1169172.250000 Penalty: 2782.590576
	Iteration 15Q: 3 clusters Score -1169172 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1169241.250000 Penalty: 2782.590576
	Iteration 16Q: 3 clusters Score -1169241 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1169326.625000 Penalty: 2782.590576
	Iteration 17Q: 3 clusters Score -1169327 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1169415.875000 Penalty: 2782.590576
	Iteration 18Q: 3 clusters Score -1169416 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1169507.875000 Penalty: 2782.590576
	Iteration 19Q: 3 clusters Score -1169508 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1169610.625000 Penalty: 2782.590576
	Iteration 20F: 3 clusters Score -1169611 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1169707.750000 Penalty: 2782.590576
	Iteration 21Q: 3 clusters Score -1169708 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1169832.625000 Penalty: 2782.590576
	Iteration 22Q: 3 clusters Score -1169833 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1169988.875000 Penalty: 2782.590576
	Iteration 23Q: 3 clusters Score -1169989 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1170161.875000 Penalty: 2782.590576
	Iteration 24Q: 3 clusters Score -1170162 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1170352.750000 Penalty: 2782.590576
	Iteration 25Q: 3 clusters Score -1170353 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1170548.875000 Penalty: 2782.590576
	Iteration 26Q: 3 clusters Score -1170549 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1170704.000000 Penalty: 2782.590576
	Iteration 27Q: 3 clusters Score -1170704 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1170830.000000 Penalty: 2782.590576
	Iteration 28Q: 3 clusters Score -1170830 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1170943.000000 Penalty: 2782.590576
	Iteration 29Q: 3 clusters Score -1170943 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1171030.750000 Penalty: 2782.590576
	Iteration 30Q: 3 clusters Score -1171031 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1171113.000000 Penalty: 2782.590576
	Iteration 31Q: 3 clusters Score -1171113 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1171181.000000 Penalty: 2782.590576
	Iteration 32Q: 3 clusters Score -1171181 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1171241.125000 Penalty: 2782.590576
	Iteration 33Q: 3 clusters Score -1171241 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1171302.750000 Penalty: 2782.590576
	Iteration 34Q: 3 clusters Score -1171303 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1171357.875000 Penalty: 2782.590576
	Iteration 35Q: 3 clusters Score -1171358 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1171412.875000 Penalty: 2782.590576
	Iteration 36Q: 3 clusters Score -1171413 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1171456.000000 Penalty: 2782.590576
	Iteration 37Q: 3 clusters Score -1171456 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1171505.625000 Penalty: 2782.590576
	Iteration 38Q: 3 clusters Score -1171506 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1171552.250000 Penalty: 2782.590576
	Iteration 39Q: 3 clusters Score -1171552 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1171583.375000 Penalty: 2782.590576
	Iteration 40F: 3 clusters Score -1171583 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1171608.375000 Penalty: 2782.590576
	Iteration 41Q: 3 clusters Score -1171608 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1171625.625000 Penalty: 2782.590576
	Iteration 42Q: 3 clusters Score -1171626 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1171635.250000 Penalty: 2782.590576
	Iteration 43Q: 3 clusters Score -1171635 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1171643.875000 Penalty: 2782.590576
	Iteration 44Q: 3 clusters Score -1171644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1171651.000000 Penalty: 2782.590576
	Iteration 45Q: 3 clusters Score -1171651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1171655.625000 Penalty: 2782.590576
	Iteration 46Q: 3 clusters Score -1171656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1171662.375000 Penalty: 2782.590576
	Iteration 47Q: 3 clusters Score -1171662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1171663.250000 Penalty: 2782.590576
	Iteration 48Q: 3 clusters Score -1171663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1171665.875000 Penalty: 2782.590576
	Iteration 49Q: 3 clusters Score -1171666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1171672.000000 Penalty: 2782.590576
	Iteration 50Q: 3 clusters Score -1171672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1171680.625000 Penalty: 2782.590576
	Iteration 51Q: 3 clusters Score -1171681 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1171689.000000 Penalty: 2782.590576
	Iteration 52Q: 3 clusters Score -1171689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1171692.750000 Penalty: 2782.590576
	Iteration 53Q: 3 clusters Score -1171693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -1171695.625000 Penalty: 2782.590576
	Iteration 54Q: 3 clusters Score -1171696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -1171696.625000 Penalty: 2782.590576
	Iteration 55Q: 3 clusters Score -1171697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -1171701.250000 Penalty: 2782.590576
	Iteration 56Q: 3 clusters Score -1171701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1171700.500000 Penalty: 2782.590576
	Iteration 57Q: 3 clusters Score -1171700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1171704.250000 Penalty: 2782.590576
	Iteration 58Q: 3 clusters Score -1171704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1171707.375000 Penalty: 2782.590576
	Iteration 59Q: 3 clusters Score -1171707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1171712.375000 Penalty: 2782.590576
	Iteration 60F: 3 clusters Score -1171712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1171712.750000 Penalty: 2782.590576
	Iteration 61Q: 3 clusters Score -1171713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -1171715.375000 Penalty: 2782.590576
	Iteration 62Q: 3 clusters Score -1171715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1171718.000000 Penalty: 2782.590576
	Iteration 63Q: 3 clusters Score -1171718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1171718.750000 Penalty: 2782.590576
	Iteration 64Q: 3 clusters Score -1171719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1171718.750000 Penalty: 2782.590576
	Iteration 65F: 3 clusters Score -1171719 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (58260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58260 members 
Entering Unmasked Estep 
Score: -5822701.000000 Penalty: 1632.733521
	Iteration 0F: 2 clusters Score -5822701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29047 members 
Mstep: Class 2 contains 29213 members 
Entering Unmasked Estep 
Score: -5784751.500000 Penalty: 3265.467041
	Iteration 0F: 3 clusters Score -5784752 nChanged 27037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27810 members 
Mstep: Class 2 contains 30450 members 
Entering Unmasked Estep 
Score: -5799833.000000 Penalty: 3265.467041
	Iteration 1F: 3 clusters Score -5799833 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Mstep: Class 2 contains 31339 members 
Entering Unmasked Estep 
Score: -5800824.000000 Penalty: 3265.467041
	Iteration 2Q: 3 clusters Score -5800824 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25610 members 
Mstep: Class 2 contains 32650 members 
Entering Unmasked Estep 
Score: -5802219.500000 Penalty: 3265.467041
	Iteration 3F: 3 clusters Score -5802220 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 34398 members 
Entering Unmasked Estep 
Score: -5803907.500000 Penalty: 3265.467041
	Iteration 4F: 3 clusters Score -5803908 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 36520 members 
Entering Unmasked Estep 
Score: -5805972.500000 Penalty: 3265.467041
	Iteration 5F: 3 clusters Score -5805972 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 38957 members 
Entering Unmasked Estep 
Score: -5808292.000000 Penalty: 3265.467041
	Iteration 6F: 3 clusters Score -5808292 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 41425 members 
Entering Unmasked Estep 
Score: -5810715.000000 Penalty: 3265.467041
	Iteration 7F: 3 clusters Score -5810715 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 43663 members 
Entering Unmasked Estep 
Score: -5813082.000000 Penalty: 3265.467041
	Iteration 8F: 3 clusters Score -5813082 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 45418 members 
Entering Unmasked Estep 
Score: -5814999.000000 Penalty: 3265.467041
	Iteration 9Q: 3 clusters Score -5814999 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 46711 members 
Entering Unmasked Estep 
Score: -5816358.000000 Penalty: 3265.467041
	Iteration 10Q: 3 clusters Score -5816358 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 47688 members 
Entering Unmasked Estep 
Score: -5817237.500000 Penalty: 3265.467041
	Iteration 11Q: 3 clusters Score -5817238 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 48513 members 
Entering Unmasked Estep 
Score: -5817821.500000 Penalty: 3265.467041
	Iteration 12Q: 3 clusters Score -5817822 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 49221 members 
Entering Unmasked Estep 
Score: -5818291.000000 Penalty: 3265.467041
	Iteration 13Q: 3 clusters Score -5818291 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 49878 members 
Entering Unmasked Estep 
Score: -5818674.000000 Penalty: 3265.467041
	Iteration 14Q: 3 clusters Score -5818674 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 50474 members 
Entering Unmasked Estep 
Score: -5819017.000000 Penalty: 3265.467041
	Iteration 15Q: 3 clusters Score -5819017 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 51034 members 
Entering Unmasked Estep 
Score: -5819343.000000 Penalty: 3265.467041
	Iteration 16Q: 3 clusters Score -5819343 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 51512 members 
Entering Unmasked Estep 
Score: -5819661.000000 Penalty: 3265.467041
	Iteration 17Q: 3 clusters Score -5819661 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 51968 members 
Entering Unmasked Estep 
Score: -5819946.000000 Penalty: 3265.467041
	Iteration 18Q: 3 clusters Score -5819946 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 52369 members 
Entering Unmasked Estep 
Score: -5820221.500000 Penalty: 3265.467041
	Iteration 19Q: 3 clusters Score -5820222 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 52750 members 
Entering Unmasked Estep 
Score: -5820483.500000 Penalty: 3265.467041
	Iteration 20F: 3 clusters Score -5820484 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 53092 members 
Entering Unmasked Estep 
Score: -5820739.500000 Penalty: 3265.467041
	Iteration 21Q: 3 clusters Score -5820740 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 53395 members 
Entering Unmasked Estep 
Score: -5820973.000000 Penalty: 3265.467041
	Iteration 22Q: 3 clusters Score -5820973 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 53649 members 
Entering Unmasked Estep 
Score: -5821094.000000 Penalty: 3265.467041
	Iteration 23Q: 3 clusters Score -5821094 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 53873 members 
Entering Unmasked Estep 
Score: -5821210.000000 Penalty: 3265.467041
	Iteration 24Q: 3 clusters Score -5821210 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 54045 members 
Entering Unmasked Estep 
Score: -5821280.500000 Penalty: 3265.467041
	Iteration 25Q: 3 clusters Score -5821280 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 54214 members 
Entering Unmasked Estep 
Score: -5821398.000000 Penalty: 3265.467041
	Iteration 26Q: 3 clusters Score -5821398 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 54333 members 
Entering Unmasked Estep 
Score: -5821441.000000 Penalty: 3265.467041
	Iteration 27Q: 3 clusters Score -5821441 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 54462 members 
Entering Unmasked Estep 
Score: -5821482.500000 Penalty: 3265.467041
	Iteration 28Q: 3 clusters Score -5821482 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 54584 members 
Entering Unmasked Estep 
Score: -5821521.000000 Penalty: 3265.467041
	Iteration 29Q: 3 clusters Score -5821521 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 54683 members 
Entering Unmasked Estep 
Score: -5821554.000000 Penalty: 3265.467041
	Iteration 30Q: 3 clusters Score -5821554 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 54796 members 
Entering Unmasked Estep 
Score: -5821598.000000 Penalty: 3265.467041
	Iteration 31Q: 3 clusters Score -5821598 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 54880 members 
Entering Unmasked Estep 
Score: -5821613.500000 Penalty: 3265.467041
	Iteration 32Q: 3 clusters Score -5821614 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 54940 members 
Entering Unmasked Estep 
Score: -5821616.500000 Penalty: 3265.467041
	Iteration 33Q: 3 clusters Score -5821616 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 54991 members 
Entering Unmasked Estep 
Score: -5821617.500000 Penalty: 3265.467041
	Iteration 34Q: 3 clusters Score -5821618 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 55038 members 
Entering Unmasked Estep 
Score: -5821633.500000 Penalty: 3265.467041
	Iteration 35Q: 3 clusters Score -5821634 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 55078 members 
Entering Unmasked Estep 
Score: -5821643.500000 Penalty: 3265.467041
	Iteration 36Q: 3 clusters Score -5821644 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 55110 members 
Entering Unmasked Estep 
Score: -5821653.500000 Penalty: 3265.467041
	Iteration 37Q: 3 clusters Score -5821654 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 55143 members 
Entering Unmasked Estep 
Score: -5821661.500000 Penalty: 3265.467041
	Iteration 38Q: 3 clusters Score -5821662 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 55176 members 
Entering Unmasked Estep 
Score: -5821666.500000 Penalty: 3265.467041
	Iteration 39Q: 3 clusters Score -5821666 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 55198 members 
Entering Unmasked Estep 
Score: -5821671.500000 Penalty: 3265.467041
	Iteration 40F: 3 clusters Score -5821672 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 55230 members 
Entering Unmasked Estep 
Score: -5821667.000000 Penalty: 3265.467041
	Iteration 41Q: 3 clusters Score -5821667 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 55261 members 
Entering Unmasked Estep 
Score: -5821676.000000 Penalty: 3265.467041
	Iteration 42Q: 3 clusters Score -5821676 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 55286 members 
Entering Unmasked Estep 
Score: -5821679.500000 Penalty: 3265.467041
	Iteration 43Q: 3 clusters Score -5821680 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 55310 members 
Entering Unmasked Estep 
Score: -5821675.500000 Penalty: 3265.467041
	Iteration 44Q: 3 clusters Score -5821676 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 55330 members 
Entering Unmasked Estep 
Score: -5821676.500000 Penalty: 3265.467041
	Iteration 45Q: 3 clusters Score -5821676 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 55348 members 
Entering Unmasked Estep 
Score: -5821681.500000 Penalty: 3265.467041
	Iteration 46Q: 3 clusters Score -5821682 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 55369 members 
Entering Unmasked Estep 
Score: -5821683.500000 Penalty: 3265.467041
	Iteration 47Q: 3 clusters Score -5821684 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 55387 members 
Entering Unmasked Estep 
Score: -5821693.500000 Penalty: 3265.467041
	Iteration 48Q: 3 clusters Score -5821694 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 55404 members 
Entering Unmasked Estep 
Score: -5821696.000000 Penalty: 3265.467041
	Iteration 49Q: 3 clusters Score -5821696 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 55415 members 
Entering Unmasked Estep 
Score: -5821696.500000 Penalty: 3265.467041
	Iteration 50Q: 3 clusters Score -5821696 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 55430 members 
Entering Unmasked Estep 
Score: -5821698.500000 Penalty: 3265.467041
	Iteration 51Q: 3 clusters Score -5821698 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 55451 members 
Entering Unmasked Estep 
Score: -5821709.500000 Penalty: 3265.467041
	Iteration 52Q: 3 clusters Score -5821710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 55460 members 
Entering Unmasked Estep 
Score: -5821710.000000 Penalty: 3265.467041
	Iteration 53Q: 3 clusters Score -5821710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 55468 members 
Entering Unmasked Estep 
Score: -5821705.500000 Penalty: 3265.467041
	Iteration 54Q: 3 clusters Score -5821706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 55474 members 
Entering Unmasked Estep 
Score: -5821718.500000 Penalty: 3265.467041
	Iteration 55Q: 3 clusters Score -5821718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 55478 members 
Entering Unmasked Estep 
Score: -5821723.500000 Penalty: 3265.467041
	Iteration 56Q: 3 clusters Score -5821724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 55481 members 
Entering Unmasked Estep 
Score: -5821717.000000 Penalty: 3265.467041
	Iteration 57Q: 3 clusters Score -5821717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 55486 members 
Entering Unmasked Estep 
Score: -5821717.000000 Penalty: 3265.467041
	Iteration 58Q: 3 clusters Score -5821717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 55488 members 
Entering Unmasked Estep 
Score: -5821715.000000 Penalty: 3265.467041
	Iteration 59Q: 3 clusters Score -5821715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 55489 members 
Entering Unmasked Estep 
Score: -5821715.500000 Penalty: 3265.467041
	Iteration 60F: 3 clusters Score -5821716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Entering Unmasked Estep 
Score: -1141155.125000 Penalty: 1385.422974
	Iteration 0F: 2 clusters Score -1141155 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 5553 members 
Entering Unmasked Estep 
Score: -1133770.125000 Penalty: 2770.845947
	Iteration 0F: 3 clusters Score -1133770 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1136210.375000 Penalty: 2770.845947
	Iteration 1F: 3 clusters Score -1136210 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1136594.750000 Penalty: 2770.845947
	Iteration 2F: 3 clusters Score -1136595 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1136886.500000 Penalty: 2770.845947
	Iteration 3F: 3 clusters Score -1136886 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1137137.125000 Penalty: 2770.845947
	Iteration 4Q: 3 clusters Score -1137137 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1137354.875000 Penalty: 2770.845947
	Iteration 5Q: 3 clusters Score -1137355 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1137560.250000 Penalty: 2770.845947
	Iteration 6Q: 3 clusters Score -1137560 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1137751.625000 Penalty: 2770.845947
	Iteration 7Q: 3 clusters Score -1137752 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1137970.875000 Penalty: 2770.845947
	Iteration 8Q: 3 clusters Score -1137971 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1138196.250000 Penalty: 2770.845947
	Iteration 9Q: 3 clusters Score -1138196 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1138424.000000 Penalty: 2770.845947
	Iteration 10Q: 3 clusters Score -1138424 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1138635.875000 Penalty: 2770.845947
	Iteration 11Q: 3 clusters Score -1138636 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1138855.250000 Penalty: 2770.845947
	Iteration 12Q: 3 clusters Score -1138855 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1139078.750000 Penalty: 2770.845947
	Iteration 13Q: 3 clusters Score -1139079 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1139268.000000 Penalty: 2770.845947
	Iteration 14Q: 3 clusters Score -1139268 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1139459.625000 Penalty: 2770.845947
	Iteration 15Q: 3 clusters Score -1139460 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1139627.625000 Penalty: 2770.845947
	Iteration 16Q: 3 clusters Score -1139628 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1139787.000000 Penalty: 2770.845947
	Iteration 17Q: 3 clusters Score -1139787 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1139928.875000 Penalty: 2770.845947
	Iteration 18Q: 3 clusters Score -1139929 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1140034.875000 Penalty: 2770.845947
	Iteration 19Q: 3 clusters Score -1140035 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1140127.875000 Penalty: 2770.845947
	Iteration 20F: 3 clusters Score -1140128 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1140205.500000 Penalty: 2770.845947
	Iteration 21Q: 3 clusters Score -1140206 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1140247.625000 Penalty: 2770.845947
	Iteration 22Q: 3 clusters Score -1140248 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1140292.375000 Penalty: 2770.845947
	Iteration 23Q: 3 clusters Score -1140292 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1140314.500000 Penalty: 2770.845947
	Iteration 24Q: 3 clusters Score -1140314 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1140328.500000 Penalty: 2770.845947
	Iteration 25Q: 3 clusters Score -1140328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1140340.500000 Penalty: 2770.845947
	Iteration 26Q: 3 clusters Score -1140340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1140352.500000 Penalty: 2770.845947
	Iteration 27Q: 3 clusters Score -1140352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1140359.500000 Penalty: 2770.845947
	Iteration 28Q: 3 clusters Score -1140360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1140364.875000 Penalty: 2770.845947
	Iteration 29Q: 3 clusters Score -1140365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1140368.625000 Penalty: 2770.845947
	Iteration 30Q: 3 clusters Score -1140369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1140376.000000 Penalty: 2770.845947
	Iteration 31Q: 3 clusters Score -1140376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1140385.000000 Penalty: 2770.845947
	Iteration 32Q: 3 clusters Score -1140385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1140393.750000 Penalty: 2770.845947
	Iteration 33Q: 3 clusters Score -1140394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1140399.125000 Penalty: 2770.845947
	Iteration 34Q: 3 clusters Score -1140399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1140402.625000 Penalty: 2770.845947
	Iteration 35Q: 3 clusters Score -1140403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1140408.125000 Penalty: 2770.845947
	Iteration 36Q: 3 clusters Score -1140408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1140412.750000 Penalty: 2770.845947
	Iteration 37Q: 3 clusters Score -1140413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1140412.375000 Penalty: 2770.845947
	Iteration 38Q: 3 clusters Score -1140412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1140413.750000 Penalty: 2770.845947
	Iteration 39Q: 3 clusters Score -1140414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1140413.750000 Penalty: 2770.845947
	Iteration 40F: 3 clusters Score -1140414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Entering Unmasked Estep 
Score: -1167568.250000 Penalty: 1386.829590
	Iteration 0F: 2 clusters Score -1167568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1160128.250000 Penalty: 2773.659180
	Iteration 0F: 3 clusters Score -1160128 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1162645.125000 Penalty: 2773.659180
	Iteration 1F: 3 clusters Score -1162645 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1163096.500000 Penalty: 2773.659180
	Iteration 2F: 3 clusters Score -1163096 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1163490.000000 Penalty: 2773.659180
	Iteration 3F: 3 clusters Score -1163490 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1163900.375000 Penalty: 2773.659180
	Iteration 4F: 3 clusters Score -1163900 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1164263.250000 Penalty: 2773.659180
	Iteration 5F: 3 clusters Score -1164263 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1164594.250000 Penalty: 2773.659180
	Iteration 6F: 3 clusters Score -1164594 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1164900.375000 Penalty: 2773.659180
	Iteration 7Q: 3 clusters Score -1164900 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1165177.000000 Penalty: 2773.659180
	Iteration 8Q: 3 clusters Score -1165177 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1165395.625000 Penalty: 2773.659180
	Iteration 9Q: 3 clusters Score -1165396 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1165556.875000 Penalty: 2773.659180
	Iteration 10Q: 3 clusters Score -1165557 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1165677.500000 Penalty: 2773.659180
	Iteration 11Q: 3 clusters Score -1165678 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1165772.875000 Penalty: 2773.659180
	Iteration 12Q: 3 clusters Score -1165773 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1165832.125000 Penalty: 2773.659180
	Iteration 13Q: 3 clusters Score -1165832 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1165887.875000 Penalty: 2773.659180
	Iteration 14Q: 3 clusters Score -1165888 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1165934.500000 Penalty: 2773.659180
	Iteration 15Q: 3 clusters Score -1165934 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1165965.875000 Penalty: 2773.659180
	Iteration 16Q: 3 clusters Score -1165966 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1166003.375000 Penalty: 2773.659180
	Iteration 17Q: 3 clusters Score -1166003 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1166026.625000 Penalty: 2773.659180
	Iteration 18Q: 3 clusters Score -1166027 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1166046.625000 Penalty: 2773.659180
	Iteration 19Q: 3 clusters Score -1166047 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1166073.125000 Penalty: 2773.659180
	Iteration 20F: 3 clusters Score -1166073 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1166102.750000 Penalty: 2773.659180
	Iteration 21Q: 3 clusters Score -1166103 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1166127.375000 Penalty: 2773.659180
	Iteration 22Q: 3 clusters Score -1166127 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1166149.500000 Penalty: 2773.659180
	Iteration 23Q: 3 clusters Score -1166150 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1166178.750000 Penalty: 2773.659180
	Iteration 24Q: 3 clusters Score -1166179 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1166204.000000 Penalty: 2773.659180
	Iteration 25Q: 3 clusters Score -1166204 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1166231.500000 Penalty: 2773.659180
	Iteration 26Q: 3 clusters Score -1166232 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1166260.625000 Penalty: 2773.659180
	Iteration 27Q: 3 clusters Score -1166261 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1166285.125000 Penalty: 2773.659180
	Iteration 28Q: 3 clusters Score -1166285 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1166309.500000 Penalty: 2773.659180
	Iteration 29Q: 3 clusters Score -1166310 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1166327.125000 Penalty: 2773.659180
	Iteration 30Q: 3 clusters Score -1166327 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1166350.125000 Penalty: 2773.659180
	Iteration 31Q: 3 clusters Score -1166350 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1166366.750000 Penalty: 2773.659180
	Iteration 32Q: 3 clusters Score -1166367 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1166386.625000 Penalty: 2773.659180
	Iteration 33Q: 3 clusters Score -1166387 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1166406.875000 Penalty: 2773.659180
	Iteration 34Q: 3 clusters Score -1166407 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1166418.250000 Penalty: 2773.659180
	Iteration 35Q: 3 clusters Score -1166418 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1166425.875000 Penalty: 2773.659180
	Iteration 36Q: 3 clusters Score -1166426 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1166436.875000 Penalty: 2773.659180
	Iteration 37Q: 3 clusters Score -1166437 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1166444.500000 Penalty: 2773.659180
	Iteration 38Q: 3 clusters Score -1166444 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1166455.000000 Penalty: 2773.659180
	Iteration 39Q: 3 clusters Score -1166455 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1166463.500000 Penalty: 2773.659180
	Iteration 40F: 3 clusters Score -1166464 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1166471.000000 Penalty: 2773.659180
	Iteration 41Q: 3 clusters Score -1166471 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1166481.250000 Penalty: 2773.659180
	Iteration 42Q: 3 clusters Score -1166481 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1166487.500000 Penalty: 2773.659180
	Iteration 43Q: 3 clusters Score -1166488 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1166494.750000 Penalty: 2773.659180
	Iteration 44Q: 3 clusters Score -1166495 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1166509.375000 Penalty: 2773.659180
	Iteration 45Q: 3 clusters Score -1166509 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1166518.750000 Penalty: 2773.659180
	Iteration 46Q: 3 clusters Score -1166519 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1166530.875000 Penalty: 2773.659180
	Iteration 47Q: 3 clusters Score -1166531 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1166545.750000 Penalty: 2773.659180
	Iteration 48Q: 3 clusters Score -1166546 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1166554.875000 Penalty: 2773.659180
	Iteration 49Q: 3 clusters Score -1166555 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1166573.000000 Penalty: 2773.659180
	Iteration 50Q: 3 clusters Score -1166573 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1166582.875000 Penalty: 2773.659180
	Iteration 51Q: 3 clusters Score -1166583 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1166592.250000 Penalty: 2773.659180
	Iteration 52Q: 3 clusters Score -1166592 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1166599.375000 Penalty: 2773.659180
	Iteration 53Q: 3 clusters Score -1166599 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1166607.750000 Penalty: 2773.659180
	Iteration 54Q: 3 clusters Score -1166608 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1166619.625000 Penalty: 2773.659180
	Iteration 55Q: 3 clusters Score -1166620 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1166632.875000 Penalty: 2773.659180
	Iteration 56Q: 3 clusters Score -1166633 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1166644.875000 Penalty: 2773.659180
	Iteration 57Q: 3 clusters Score -1166645 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1166651.375000 Penalty: 2773.659180
	Iteration 58Q: 3 clusters Score -1166651 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1166662.250000 Penalty: 2773.659180
	Iteration 59Q: 3 clusters Score -1166662 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1166668.625000 Penalty: 2773.659180
	Iteration 60F: 3 clusters Score -1166669 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1166679.125000 Penalty: 2773.659180
	Iteration 61Q: 3 clusters Score -1166679 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1166687.250000 Penalty: 2773.659180
	Iteration 62Q: 3 clusters Score -1166687 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1166697.500000 Penalty: 2773.659180
	Iteration 63Q: 3 clusters Score -1166698 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1166704.500000 Penalty: 2773.659180
	Iteration 64Q: 3 clusters Score -1166704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1166711.125000 Penalty: 2773.659180
	Iteration 65Q: 3 clusters Score -1166711 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1166722.000000 Penalty: 2773.659180
	Iteration 66Q: 3 clusters Score -1166722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1166724.250000 Penalty: 2773.659180
	Iteration 67Q: 3 clusters Score -1166724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1166727.375000 Penalty: 2773.659180
	Iteration 68Q: 3 clusters Score -1166727 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1166736.500000 Penalty: 2773.659180
	Iteration 69Q: 3 clusters Score -1166736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1166741.375000 Penalty: 2773.659180
	Iteration 70Q: 3 clusters Score -1166741 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1166748.750000 Penalty: 2773.659180
	Iteration 71Q: 3 clusters Score -1166749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1166754.625000 Penalty: 2773.659180
	Iteration 72Q: 3 clusters Score -1166755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1166756.000000 Penalty: 2773.659180
	Iteration 73Q: 3 clusters Score -1166756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1166760.500000 Penalty: 2773.659180
	Iteration 74Q: 3 clusters Score -1166760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1166761.000000 Penalty: 2773.659180
	Iteration 75Q: 3 clusters Score -1166761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1166760.750000 Penalty: 2773.659180
	Iteration 76Q: 3 clusters Score -1166761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1166762.000000 Penalty: 2773.659180
	Iteration 77Q: 3 clusters Score -1166762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1166764.750000 Penalty: 2773.659180
	Iteration 78Q: 3 clusters Score -1166765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -1166764.625000 Penalty: 2773.659180
	Iteration 79Q: 3 clusters Score -1166765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1166765.250000 Penalty: 2773.659180
	Iteration 80F: 3 clusters Score -1166765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1166766.375000 Penalty: 2773.659180
	Iteration 81Q: 3 clusters Score -1166766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1166767.500000 Penalty: 2773.659180
	Iteration 82Q: 3 clusters Score -1166768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1166769.625000 Penalty: 2773.659180
	Iteration 83Q: 3 clusters Score -1166770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1166772.250000 Penalty: 2773.659180
	Iteration 84Q: 3 clusters Score -1166772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1166776.000000 Penalty: 2773.659180
	Iteration 85Q: 3 clusters Score -1166776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1166781.125000 Penalty: 2773.659180
	Iteration 86Q: 3 clusters Score -1166781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1166785.625000 Penalty: 2773.659180
	Iteration 87Q: 3 clusters Score -1166786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1166787.500000 Penalty: 2773.659180
	Iteration 88Q: 3 clusters Score -1166788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1166788.375000 Penalty: 2773.659180
	Iteration 89Q: 3 clusters Score -1166788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1166791.250000 Penalty: 2773.659180
	Iteration 90Q: 3 clusters Score -1166791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1166792.375000 Penalty: 2773.659180
	Iteration 91Q: 3 clusters Score -1166792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1166793.125000 Penalty: 2773.659180
	Iteration 92Q: 3 clusters Score -1166793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1166791.375000 Penalty: 2773.659180
	Iteration 93Q: 3 clusters Score -1166791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1166794.875000 Penalty: 2773.659180
	Iteration 94Q: 3 clusters Score -1166795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1166797.250000 Penalty: 2773.659180
	Iteration 95Q: 3 clusters Score -1166797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1166801.125000 Penalty: 2773.659180
	Iteration 96Q: 3 clusters Score -1166801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1166801.250000 Penalty: 2773.659180
	Iteration 97Q: 3 clusters Score -1166801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1166802.875000 Penalty: 2773.659180
	Iteration 98Q: 3 clusters Score -1166803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1166802.875000 Penalty: 2773.659180
	Iteration 99F: 3 clusters Score -1166803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Entering Unmasked Estep 
Score: -1202738.000000 Penalty: 1390.425781
	Iteration 0F: 2 clusters Score -1202738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1195041.625000 Penalty: 2780.851562
	Iteration 0F: 3 clusters Score -1195042 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1197584.000000 Penalty: 2780.851562
	Iteration 1F: 3 clusters Score -1197584 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1197913.750000 Penalty: 2780.851562
	Iteration 2F: 3 clusters Score -1197914 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1198158.125000 Penalty: 2780.851562
	Iteration 3Q: 3 clusters Score -1198158 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1198377.750000 Penalty: 2780.851562
	Iteration 4Q: 3 clusters Score -1198378 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1198612.750000 Penalty: 2780.851562
	Iteration 5Q: 3 clusters Score -1198613 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1198861.875000 Penalty: 2780.851562
	Iteration 6Q: 3 clusters Score -1198862 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1199091.000000 Penalty: 2780.851562
	Iteration 7Q: 3 clusters Score -1199091 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1199300.500000 Penalty: 2780.851562
	Iteration 8Q: 3 clusters Score -1199300 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1199519.500000 Penalty: 2780.851562
	Iteration 9Q: 3 clusters Score -1199520 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1199705.375000 Penalty: 2780.851562
	Iteration 10Q: 3 clusters Score -1199705 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1199842.000000 Penalty: 2780.851562
	Iteration 11Q: 3 clusters Score -1199842 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1199962.875000 Penalty: 2780.851562
	Iteration 12Q: 3 clusters Score -1199963 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1200060.875000 Penalty: 2780.851562
	Iteration 13Q: 3 clusters Score -1200061 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1200133.250000 Penalty: 2780.851562
	Iteration 14Q: 3 clusters Score -1200133 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1200185.375000 Penalty: 2780.851562
	Iteration 15Q: 3 clusters Score -1200185 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1200230.250000 Penalty: 2780.851562
	Iteration 16Q: 3 clusters Score -1200230 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1200264.375000 Penalty: 2780.851562
	Iteration 17Q: 3 clusters Score -1200264 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1200298.375000 Penalty: 2780.851562
	Iteration 18Q: 3 clusters Score -1200298 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1200323.250000 Penalty: 2780.851562
	Iteration 19Q: 3 clusters Score -1200323 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1200356.500000 Penalty: 2780.851562
	Iteration 20F: 3 clusters Score -1200356 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1200386.500000 Penalty: 2780.851562
	Iteration 21Q: 3 clusters Score -1200386 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1200411.000000 Penalty: 2780.851562
	Iteration 22Q: 3 clusters Score -1200411 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1200429.250000 Penalty: 2780.851562
	Iteration 23Q: 3 clusters Score -1200429 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1200450.375000 Penalty: 2780.851562
	Iteration 24Q: 3 clusters Score -1200450 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1200454.125000 Penalty: 2780.851562
	Iteration 25Q: 3 clusters Score -1200454 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1200462.875000 Penalty: 2780.851562
	Iteration 26Q: 3 clusters Score -1200463 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1200468.375000 Penalty: 2780.851562
	Iteration 27Q: 3 clusters Score -1200468 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1200477.500000 Penalty: 2780.851562
	Iteration 28Q: 3 clusters Score -1200478 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1200477.875000 Penalty: 2780.851562
	Iteration 29Q: 3 clusters Score -1200478 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1200485.375000 Penalty: 2780.851562
	Iteration 30Q: 3 clusters Score -1200485 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1200488.750000 Penalty: 2780.851562
	Iteration 31Q: 3 clusters Score -1200489 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1200492.250000 Penalty: 2780.851562
	Iteration 32Q: 3 clusters Score -1200492 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1200494.500000 Penalty: 2780.851562
	Iteration 33Q: 3 clusters Score -1200494 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1200499.500000 Penalty: 2780.851562
	Iteration 34Q: 3 clusters Score -1200500 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1200500.250000 Penalty: 2780.851562
	Iteration 35Q: 3 clusters Score -1200500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1200500.875000 Penalty: 2780.851562
	Iteration 36Q: 3 clusters Score -1200501 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1200501.250000 Penalty: 2780.851562
	Iteration 37Q: 3 clusters Score -1200501 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1200504.375000 Penalty: 2780.851562
	Iteration 38Q: 3 clusters Score -1200504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1200508.875000 Penalty: 2780.851562
	Iteration 39Q: 3 clusters Score -1200509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1200506.500000 Penalty: 2780.851562
	Iteration 40F: 3 clusters Score -1200506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1200508.500000 Penalty: 2780.851562
	Iteration 41Q: 3 clusters Score -1200508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1200507.625000 Penalty: 2780.851562
	Iteration 42Q: 3 clusters Score -1200508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1200508.625000 Penalty: 2780.851562
	Iteration 43Q: 3 clusters Score -1200509 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1200508.625000 Penalty: 2780.851562
	Iteration 44Q: 3 clusters Score -1200509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1200511.500000 Penalty: 2780.851562
	Iteration 45Q: 3 clusters Score -1200512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1200515.000000 Penalty: 2780.851562
	Iteration 46Q: 3 clusters Score -1200515 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1200517.125000 Penalty: 2780.851562
	Iteration 47Q: 3 clusters Score -1200517 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1200518.125000 Penalty: 2780.851562
	Iteration 48Q: 3 clusters Score -1200518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1200519.125000 Penalty: 2780.851562
	Iteration 49Q: 3 clusters Score -1200519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1200520.250000 Penalty: 2780.851562
	Iteration 50Q: 3 clusters Score -1200520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1200521.250000 Penalty: 2780.851562
	Iteration 51Q: 3 clusters Score -1200521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1200520.000000 Penalty: 2780.851562
	Iteration 52Q: 3 clusters Score -1200520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1200519.750000 Penalty: 2780.851562
	Iteration 53Q: 3 clusters Score -1200520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1200520.375000 Penalty: 2780.851562
	Iteration 54Q: 3 clusters Score -1200520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1200522.000000 Penalty: 2780.851562
	Iteration 55Q: 3 clusters Score -1200522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1200523.000000 Penalty: 2780.851562
	Iteration 56Q: 3 clusters Score -1200523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1200523.750000 Penalty: 2780.851562
	Iteration 57Q: 3 clusters Score -1200524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1200523.750000 Penalty: 2780.851562
	Iteration 58Q: 3 clusters Score -1200524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1200525.000000 Penalty: 2780.851562
	Iteration 59Q: 3 clusters Score -1200525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1200522.625000 Penalty: 2780.851562
	Iteration 60F: 3 clusters Score -1200523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1200524.250000 Penalty: 2780.851562
	Iteration 61Q: 3 clusters Score -1200524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1200524.750000 Penalty: 2780.851562
	Iteration 62Q: 3 clusters Score -1200525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1200524.375000 Penalty: 2780.851562
	Iteration 63Q: 3 clusters Score -1200524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1200524.375000 Penalty: 2780.851562
	Iteration 64F: 3 clusters Score -1200524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Entering Unmasked Estep 
Score: -1091569.875000 Penalty: 1376.563477
	Iteration 0F: 2 clusters Score -1091570 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 5223 members 
Entering Unmasked Estep 
Score: -1084522.625000 Penalty: 2753.126953
	Iteration 0F: 3 clusters Score -1084523 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1086784.625000 Penalty: 2753.126953
	Iteration 1F: 3 clusters Score -1086785 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1087111.375000 Penalty: 2753.126953
	Iteration 2F: 3 clusters Score -1087111 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1087319.375000 Penalty: 2753.126953
	Iteration 3F: 3 clusters Score -1087319 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1087491.625000 Penalty: 2753.126953
	Iteration 4Q: 3 clusters Score -1087492 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1087654.250000 Penalty: 2753.126953
	Iteration 5Q: 3 clusters Score -1087654 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1087804.250000 Penalty: 2753.126953
	Iteration 6Q: 3 clusters Score -1087804 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1087982.000000 Penalty: 2753.126953
	Iteration 7Q: 3 clusters Score -1087982 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1088179.250000 Penalty: 2753.126953
	Iteration 8Q: 3 clusters Score -1088179 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1088418.500000 Penalty: 2753.126953
	Iteration 9Q: 3 clusters Score -1088418 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1088672.625000 Penalty: 2753.126953
	Iteration 10Q: 3 clusters Score -1088673 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1088938.875000 Penalty: 2753.126953
	Iteration 11Q: 3 clusters Score -1088939 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1089228.625000 Penalty: 2753.126953
	Iteration 12Q: 3 clusters Score -1089229 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1089475.750000 Penalty: 2753.126953
	Iteration 13Q: 3 clusters Score -1089476 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1089718.625000 Penalty: 2753.126953
	Iteration 14Q: 3 clusters Score -1089719 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1089908.125000 Penalty: 2753.126953
	Iteration 15Q: 3 clusters Score -1089908 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1090046.500000 Penalty: 2753.126953
	Iteration 16Q: 3 clusters Score -1090046 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1090144.000000 Penalty: 2753.126953
	Iteration 17Q: 3 clusters Score -1090144 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1090221.125000 Penalty: 2753.126953
	Iteration 18Q: 3 clusters Score -1090221 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1090277.875000 Penalty: 2753.126953
	Iteration 19Q: 3 clusters Score -1090278 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1090327.125000 Penalty: 2753.126953
	Iteration 20F: 3 clusters Score -1090327 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1090353.875000 Penalty: 2753.126953
	Iteration 21Q: 3 clusters Score -1090354 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1090382.500000 Penalty: 2753.126953
	Iteration 22Q: 3 clusters Score -1090382 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1090415.750000 Penalty: 2753.126953
	Iteration 23Q: 3 clusters Score -1090416 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1090447.750000 Penalty: 2753.126953
	Iteration 24Q: 3 clusters Score -1090448 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1090471.250000 Penalty: 2753.126953
	Iteration 25Q: 3 clusters Score -1090471 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1090487.125000 Penalty: 2753.126953
	Iteration 26Q: 3 clusters Score -1090487 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1090496.750000 Penalty: 2753.126953
	Iteration 27Q: 3 clusters Score -1090497 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1090506.250000 Penalty: 2753.126953
	Iteration 28Q: 3 clusters Score -1090506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1090518.500000 Penalty: 2753.126953
	Iteration 29Q: 3 clusters Score -1090518 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1090530.125000 Penalty: 2753.126953
	Iteration 30Q: 3 clusters Score -1090530 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1090534.250000 Penalty: 2753.126953
	Iteration 31Q: 3 clusters Score -1090534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1090543.125000 Penalty: 2753.126953
	Iteration 32Q: 3 clusters Score -1090543 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1090549.125000 Penalty: 2753.126953
	Iteration 33Q: 3 clusters Score -1090549 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1090559.000000 Penalty: 2753.126953
	Iteration 34Q: 3 clusters Score -1090559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1090560.500000 Penalty: 2753.126953
	Iteration 35Q: 3 clusters Score -1090560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1090563.625000 Penalty: 2753.126953
	Iteration 36Q: 3 clusters Score -1090564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1090566.625000 Penalty: 2753.126953
	Iteration 37Q: 3 clusters Score -1090567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1090569.500000 Penalty: 2753.126953
	Iteration 38Q: 3 clusters Score -1090570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1090571.750000 Penalty: 2753.126953
	Iteration 39Q: 3 clusters Score -1090572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1090576.000000 Penalty: 2753.126953
	Iteration 40F: 3 clusters Score -1090576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1090576.625000 Penalty: 2753.126953
	Iteration 41Q: 3 clusters Score -1090577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1090578.750000 Penalty: 2753.126953
	Iteration 42Q: 3 clusters Score -1090579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1090581.250000 Penalty: 2753.126953
	Iteration 43Q: 3 clusters Score -1090581 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1090585.625000 Penalty: 2753.126953
	Iteration 44Q: 3 clusters Score -1090586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1090585.625000 Penalty: 2753.126953
	Iteration 45F: 3 clusters Score -1090586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -737161.375000 Penalty: 1324.887695
	Iteration 0F: 2 clusters Score -737161.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -732046.562500 Penalty: 2649.775391
	Iteration 0F: 3 clusters Score -732046.6 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -733700.000000 Penalty: 2649.775391
	Iteration 1F: 3 clusters Score -733700 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -734087.875000 Penalty: 2649.775391
	Iteration 2F: 3 clusters Score -734087.9 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -734349.375000 Penalty: 2649.775391
	Iteration 3F: 3 clusters Score -734349.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -734583.437500 Penalty: 2649.775391
	Iteration 4F: 3 clusters Score -734583.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -734817.250000 Penalty: 2649.775391
	Iteration 5F: 3 clusters Score -734817.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -735014.312500 Penalty: 2649.775391
	Iteration 6Q: 3 clusters Score -735014.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -735194.437500 Penalty: 2649.775391
	Iteration 7Q: 3 clusters Score -735194.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -735334.625000 Penalty: 2649.775391
	Iteration 8Q: 3 clusters Score -735334.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -735504.187500 Penalty: 2649.775391
	Iteration 9Q: 3 clusters Score -735504.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -735668.312500 Penalty: 2649.775391
	Iteration 10Q: 3 clusters Score -735668.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -735832.875000 Penalty: 2649.775391
	Iteration 11Q: 3 clusters Score -735832.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -735982.625000 Penalty: 2649.775391
	Iteration 12Q: 3 clusters Score -735982.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -736114.187500 Penalty: 2649.775391
	Iteration 13Q: 3 clusters Score -736114.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -736228.375000 Penalty: 2649.775391
	Iteration 14Q: 3 clusters Score -736228.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -736325.187500 Penalty: 2649.775391
	Iteration 15Q: 3 clusters Score -736325.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -736404.812500 Penalty: 2649.775391
	Iteration 16Q: 3 clusters Score -736404.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -736470.000000 Penalty: 2649.775391
	Iteration 17Q: 3 clusters Score -736470 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -736510.875000 Penalty: 2649.775391
	Iteration 18Q: 3 clusters Score -736510.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -736553.375000 Penalty: 2649.775391
	Iteration 19Q: 3 clusters Score -736553.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -736598.375000 Penalty: 2649.775391
	Iteration 20F: 3 clusters Score -736598.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -736628.125000 Penalty: 2649.775391
	Iteration 21Q: 3 clusters Score -736628.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -736653.750000 Penalty: 2649.775391
	Iteration 22Q: 3 clusters Score -736653.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -736678.875000 Penalty: 2649.775391
	Iteration 23Q: 3 clusters Score -736678.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -736694.812500 Penalty: 2649.775391
	Iteration 24Q: 3 clusters Score -736694.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -736705.812500 Penalty: 2649.775391
	Iteration 25Q: 3 clusters Score -736705.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -736712.937500 Penalty: 2649.775391
	Iteration 26Q: 3 clusters Score -736712.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -736724.062500 Penalty: 2649.775391
	Iteration 27Q: 3 clusters Score -736724.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -736727.437500 Penalty: 2649.775391
	Iteration 28Q: 3 clusters Score -736727.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -736731.562500 Penalty: 2649.775391
	Iteration 29Q: 3 clusters Score -736731.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -736734.312500 Penalty: 2649.775391
	Iteration 30Q: 3 clusters Score -736734.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -736736.937500 Penalty: 2649.775391
	Iteration 31Q: 3 clusters Score -736736.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -736738.875000 Penalty: 2649.775391
	Iteration 32Q: 3 clusters Score -736738.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -736746.312500 Penalty: 2649.775391
	Iteration 33Q: 3 clusters Score -736746.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -736754.062500 Penalty: 2649.775391
	Iteration 34Q: 3 clusters Score -736754.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -736759.750000 Penalty: 2649.775391
	Iteration 35Q: 3 clusters Score -736759.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -736760.187500 Penalty: 2649.775391
	Iteration 36Q: 3 clusters Score -736760.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -736760.187500 Penalty: 2649.775391
	Iteration 37F: 3 clusters Score -736760.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (19064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Entering Unmasked Estep 
Score: -1954892.375000 Penalty: 1466.506958
	Iteration 0F: 2 clusters Score -1954892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1942490.750000 Penalty: 2933.013916
	Iteration 0F: 3 clusters Score -1942491 nChanged 8396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1946975.625000 Penalty: 2933.013916
	Iteration 1F: 3 clusters Score -1946976 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1947350.375000 Penalty: 2933.013916
	Iteration 2F: 3 clusters Score -1947350 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1947680.625000 Penalty: 2933.013916
	Iteration 3Q: 3 clusters Score -1947681 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1947968.750000 Penalty: 2933.013916
	Iteration 4Q: 3 clusters Score -1947969 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1948239.500000 Penalty: 2933.013916
	Iteration 5Q: 3 clusters Score -1948240 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1948572.500000 Penalty: 2933.013916
	Iteration 6Q: 3 clusters Score -1948572 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1948892.250000 Penalty: 2933.013916
	Iteration 7Q: 3 clusters Score -1948892 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1949195.875000 Penalty: 2933.013916
	Iteration 8Q: 3 clusters Score -1949196 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1949490.750000 Penalty: 2933.013916
	Iteration 9Q: 3 clusters Score -1949491 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1949766.125000 Penalty: 2933.013916
	Iteration 10Q: 3 clusters Score -1949766 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1950043.750000 Penalty: 2933.013916
	Iteration 11Q: 3 clusters Score -1950044 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1950274.875000 Penalty: 2933.013916
	Iteration 12Q: 3 clusters Score -1950275 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -1950493.750000 Penalty: 2933.013916
	Iteration 13Q: 3 clusters Score -1950494 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1950697.875000 Penalty: 2933.013916
	Iteration 14Q: 3 clusters Score -1950698 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1950849.375000 Penalty: 2933.013916
	Iteration 15Q: 3 clusters Score -1950849 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1951007.125000 Penalty: 2933.013916
	Iteration 16Q: 3 clusters Score -1951007 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1951140.875000 Penalty: 2933.013916
	Iteration 17Q: 3 clusters Score -1951141 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1951267.500000 Penalty: 2933.013916
	Iteration 18Q: 3 clusters Score -1951268 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1951366.125000 Penalty: 2933.013916
	Iteration 19Q: 3 clusters Score -1951366 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1951454.625000 Penalty: 2933.013916
	Iteration 20F: 3 clusters Score -1951455 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1951546.125000 Penalty: 2933.013916
	Iteration 21Q: 3 clusters Score -1951546 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1951596.000000 Penalty: 2933.013916
	Iteration 22Q: 3 clusters Score -1951596 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1951638.125000 Penalty: 2933.013916
	Iteration 23Q: 3 clusters Score -1951638 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -1951669.750000 Penalty: 2933.013916
	Iteration 24Q: 3 clusters Score -1951670 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1951711.125000 Penalty: 2933.013916
	Iteration 25Q: 3 clusters Score -1951711 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1951732.125000 Penalty: 2933.013916
	Iteration 26Q: 3 clusters Score -1951732 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1951758.250000 Penalty: 2933.013916
	Iteration 27Q: 3 clusters Score -1951758 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1951792.000000 Penalty: 2933.013916
	Iteration 28Q: 3 clusters Score -1951792 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -1951817.750000 Penalty: 2933.013916
	Iteration 29Q: 3 clusters Score -1951818 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1951837.125000 Penalty: 2933.013916
	Iteration 30Q: 3 clusters Score -1951837 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -1951869.625000 Penalty: 2933.013916
	Iteration 31Q: 3 clusters Score -1951870 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1951894.500000 Penalty: 2933.013916
	Iteration 32Q: 3 clusters Score -1951894 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1951912.125000 Penalty: 2933.013916
	Iteration 33Q: 3 clusters Score -1951912 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -1951927.500000 Penalty: 2933.013916
	Iteration 34Q: 3 clusters Score -1951928 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -1951943.625000 Penalty: 2933.013916
	Iteration 35Q: 3 clusters Score -1951944 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -1951964.625000 Penalty: 2933.013916
	Iteration 36Q: 3 clusters Score -1951965 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -1951986.125000 Penalty: 2933.013916
	Iteration 37Q: 3 clusters Score -1951986 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -1952007.000000 Penalty: 2933.013916
	Iteration 38Q: 3 clusters Score -1952007 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -1952034.875000 Penalty: 2933.013916
	Iteration 39Q: 3 clusters Score -1952035 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -1952070.125000 Penalty: 2933.013916
	Iteration 40F: 3 clusters Score -1952070 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -1952109.375000 Penalty: 2933.013916
	Iteration 41Q: 3 clusters Score -1952109 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -1952153.000000 Penalty: 2933.013916
	Iteration 42Q: 3 clusters Score -1952153 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -1952205.250000 Penalty: 2933.013916
	Iteration 43Q: 3 clusters Score -1952205 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -1952261.250000 Penalty: 2933.013916
	Iteration 44Q: 3 clusters Score -1952261 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -1952313.125000 Penalty: 2933.013916
	Iteration 45Q: 3 clusters Score -1952313 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -1952372.750000 Penalty: 2933.013916
	Iteration 46Q: 3 clusters Score -1952373 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -1952433.250000 Penalty: 2933.013916
	Iteration 47Q: 3 clusters Score -1952433 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -1952478.000000 Penalty: 2933.013916
	Iteration 48Q: 3 clusters Score -1952478 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -1952534.250000 Penalty: 2933.013916
	Iteration 49Q: 3 clusters Score -1952534 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -1952598.500000 Penalty: 2933.013916
	Iteration 50Q: 3 clusters Score -1952598 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -1952661.250000 Penalty: 2933.013916
	Iteration 51Q: 3 clusters Score -1952661 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -1952711.625000 Penalty: 2933.013916
	Iteration 52Q: 3 clusters Score -1952712 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -1952771.250000 Penalty: 2933.013916
	Iteration 53Q: 3 clusters Score -1952771 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -1952813.375000 Penalty: 2933.013916
	Iteration 54Q: 3 clusters Score -1952813 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -1952855.750000 Penalty: 2933.013916
	Iteration 55Q: 3 clusters Score -1952856 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -1952920.125000 Penalty: 2933.013916
	Iteration 56Q: 3 clusters Score -1952920 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -1952974.125000 Penalty: 2933.013916
	Iteration 57Q: 3 clusters Score -1952974 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -1953030.875000 Penalty: 2933.013916
	Iteration 58Q: 3 clusters Score -1953031 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -1953097.250000 Penalty: 2933.013916
	Iteration 59Q: 3 clusters Score -1953097 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -1953150.875000 Penalty: 2933.013916
	Iteration 60F: 3 clusters Score -1953151 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -1953201.125000 Penalty: 2933.013916
	Iteration 61Q: 3 clusters Score -1953201 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -1953255.250000 Penalty: 2933.013916
	Iteration 62Q: 3 clusters Score -1953255 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -1953296.750000 Penalty: 2933.013916
	Iteration 63Q: 3 clusters Score -1953297 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -1953333.500000 Penalty: 2933.013916
	Iteration 64Q: 3 clusters Score -1953334 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -1953370.750000 Penalty: 2933.013916
	Iteration 65Q: 3 clusters Score -1953371 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -1953410.000000 Penalty: 2933.013916
	Iteration 66Q: 3 clusters Score -1953410 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -1953446.125000 Penalty: 2933.013916
	Iteration 67Q: 3 clusters Score -1953446 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -1953476.000000 Penalty: 2933.013916
	Iteration 68Q: 3 clusters Score -1953476 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -1953488.125000 Penalty: 2933.013916
	Iteration 69Q: 3 clusters Score -1953488 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -1953509.375000 Penalty: 2933.013916
	Iteration 70Q: 3 clusters Score -1953509 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -1953535.500000 Penalty: 2933.013916
	Iteration 71Q: 3 clusters Score -1953536 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -1953554.375000 Penalty: 2933.013916
	Iteration 72Q: 3 clusters Score -1953554 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -1953579.125000 Penalty: 2933.013916
	Iteration 73Q: 3 clusters Score -1953579 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -1953595.875000 Penalty: 2933.013916
	Iteration 74Q: 3 clusters Score -1953596 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -1953607.875000 Penalty: 2933.013916
	Iteration 75Q: 3 clusters Score -1953608 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -1953624.250000 Penalty: 2933.013916
	Iteration 76Q: 3 clusters Score -1953624 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -1953640.500000 Penalty: 2933.013916
	Iteration 77Q: 3 clusters Score -1953640 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -1953655.250000 Penalty: 2933.013916
	Iteration 78Q: 3 clusters Score -1953655 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -1953672.625000 Penalty: 2933.013916
	Iteration 79Q: 3 clusters Score -1953673 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -1953686.000000 Penalty: 2933.013916
	Iteration 80F: 3 clusters Score -1953686 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -1953694.125000 Penalty: 2933.013916
	Iteration 81Q: 3 clusters Score -1953694 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -1953702.125000 Penalty: 2933.013916
	Iteration 82Q: 3 clusters Score -1953702 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -1953716.000000 Penalty: 2933.013916
	Iteration 83Q: 3 clusters Score -1953716 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -1953735.250000 Penalty: 2933.013916
	Iteration 84Q: 3 clusters Score -1953735 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -1953754.000000 Penalty: 2933.013916
	Iteration 85Q: 3 clusters Score -1953754 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -1953762.875000 Penalty: 2933.013916
	Iteration 86Q: 3 clusters Score -1953763 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -1953772.750000 Penalty: 2933.013916
	Iteration 87Q: 3 clusters Score -1953773 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -1953780.375000 Penalty: 2933.013916
	Iteration 88Q: 3 clusters Score -1953780 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -1953779.125000 Penalty: 2933.013916
	Iteration 89Q: 3 clusters Score -1953779 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -1953787.125000 Penalty: 2933.013916
	Iteration 90Q: 3 clusters Score -1953787 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -1953796.500000 Penalty: 2933.013916
	Iteration 91Q: 3 clusters Score -1953796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -1953796.875000 Penalty: 2933.013916
	Iteration 92Q: 3 clusters Score -1953797 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -1953800.000000 Penalty: 2933.013916
	Iteration 93Q: 3 clusters Score -1953800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -1953805.750000 Penalty: 2933.013916
	Iteration 94Q: 3 clusters Score -1953806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -1953813.250000 Penalty: 2933.013916
	Iteration 95Q: 3 clusters Score -1953813 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -1953811.625000 Penalty: 2933.013916
	Iteration 96Q: 3 clusters Score -1953812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -1953816.375000 Penalty: 2933.013916
	Iteration 97Q: 3 clusters Score -1953816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -1953817.500000 Penalty: 2933.013916
	Iteration 98Q: 3 clusters Score -1953818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -1953818.000000 Penalty: 2933.013916
	Iteration 99Q: 3 clusters Score -1953818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -1953818.000000 Penalty: 2933.013916
	Iteration 100F: 3 clusters Score -1953818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (37823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37823 members 
Entering Unmasked Estep 
Score: -3928759.500000 Penalty: 1568.452026
	Iteration 0F: 2 clusters Score -3928760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -3904232.250000 Penalty: 3136.904053
	Iteration 0F: 3 clusters Score -3904232 nChanged 17186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -3913452.750000 Penalty: 3136.904053
	Iteration 1F: 3 clusters Score -3913453 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -3914118.500000 Penalty: 3136.904053
	Iteration 2Q: 3 clusters Score -3914118 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -3914812.000000 Penalty: 3136.904053
	Iteration 3Q: 3 clusters Score -3914812 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -3915468.750000 Penalty: 3136.904053
	Iteration 4Q: 3 clusters Score -3915469 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -3916140.500000 Penalty: 3136.904053
	Iteration 5Q: 3 clusters Score -3916140 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -3916944.750000 Penalty: 3136.904053
	Iteration 6Q: 3 clusters Score -3916945 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24926 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -3917921.500000 Penalty: 3136.904053
	Iteration 7Q: 3 clusters Score -3917922 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26677 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -3919119.500000 Penalty: 3136.904053
	Iteration 8F: 3 clusters Score -3919120 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28670 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -3920537.000000 Penalty: 3136.904053
	Iteration 9F: 3 clusters Score -3920537 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30817 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -3922112.000000 Penalty: 3136.904053
	Iteration 10F: 3 clusters Score -3922112 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32818 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -3923657.000000 Penalty: 3136.904053
	Iteration 11F: 3 clusters Score -3923657 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34519 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -3925074.000000 Penalty: 3136.904053
	Iteration 12Q: 3 clusters Score -3925074 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35721 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -3926051.000000 Penalty: 3136.904053
	Iteration 13Q: 3 clusters Score -3926051 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36476 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -3926653.000000 Penalty: 3136.904053
	Iteration 14Q: 3 clusters Score -3926653 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36915 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -3927020.250000 Penalty: 3136.904053
	Iteration 15Q: 3 clusters Score -3927020 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37153 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3927230.250000 Penalty: 3136.904053
	Iteration 16Q: 3 clusters Score -3927230 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37275 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3927337.000000 Penalty: 3136.904053
	Iteration 17Q: 3 clusters Score -3927337 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37334 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -3927393.000000 Penalty: 3136.904053
	Iteration 18Q: 3 clusters Score -3927393 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37369 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -3927417.750000 Penalty: 3136.904053
	Iteration 19Q: 3 clusters Score -3927418 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37384 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3927441.000000 Penalty: 3136.904053
	Iteration 20F: 3 clusters Score -3927441 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37396 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3927457.250000 Penalty: 3136.904053
	Iteration 21Q: 3 clusters Score -3927457 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37411 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3927477.000000 Penalty: 3136.904053
	Iteration 22Q: 3 clusters Score -3927477 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37421 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3927488.750000 Penalty: 3136.904053
	Iteration 23Q: 3 clusters Score -3927489 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37430 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -3927501.250000 Penalty: 3136.904053
	Iteration 24Q: 3 clusters Score -3927501 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37434 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3927509.250000 Penalty: 3136.904053
	Iteration 25Q: 3 clusters Score -3927509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37442 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3927517.250000 Penalty: 3136.904053
	Iteration 26Q: 3 clusters Score -3927517 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37454 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -3927530.750000 Penalty: 3136.904053
	Iteration 27Q: 3 clusters Score -3927531 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37463 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3927543.750000 Penalty: 3136.904053
	Iteration 28Q: 3 clusters Score -3927544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37473 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3927552.250000 Penalty: 3136.904053
	Iteration 29Q: 3 clusters Score -3927552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37476 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3927550.750000 Penalty: 3136.904053
	Iteration 30Q: 3 clusters Score -3927551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37477 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -3927553.500000 Penalty: 3136.904053
	Iteration 31Q: 3 clusters Score -3927554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37478 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -3927557.500000 Penalty: 3136.904053
	Iteration 32Q: 3 clusters Score -3927558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37479 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -3927555.750000 Penalty: 3136.904053
	Iteration 33Q: 3 clusters Score -3927556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37481 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -3927555.250000 Penalty: 3136.904053
	Iteration 34Q: 3 clusters Score -3927555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37481 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -3927555.250000 Penalty: 3136.904053
	Iteration 35F: 3 clusters Score -3927555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Entering Unmasked Estep 
Score: -1779063.125000 Penalty: 1449.491211
	Iteration 0F: 2 clusters Score -1779063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1768051.625000 Penalty: 2898.982422
	Iteration 0F: 3 clusters Score -1768052 nChanged 7308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1771800.125000 Penalty: 2898.982422
	Iteration 1F: 3 clusters Score -1771800 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1772199.500000 Penalty: 2898.982422
	Iteration 2F: 3 clusters Score -1772200 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1772476.375000 Penalty: 2898.982422
	Iteration 3Q: 3 clusters Score -1772476 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1772671.875000 Penalty: 2898.982422
	Iteration 4Q: 3 clusters Score -1772672 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1772874.125000 Penalty: 2898.982422
	Iteration 5Q: 3 clusters Score -1772874 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1773068.375000 Penalty: 2898.982422
	Iteration 6Q: 3 clusters Score -1773068 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1773266.875000 Penalty: 2898.982422
	Iteration 7Q: 3 clusters Score -1773267 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1773497.375000 Penalty: 2898.982422
	Iteration 8Q: 3 clusters Score -1773497 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1773772.125000 Penalty: 2898.982422
	Iteration 9Q: 3 clusters Score -1773772 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1774159.750000 Penalty: 2898.982422
	Iteration 10Q: 3 clusters Score -1774160 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1774660.875000 Penalty: 2898.982422
	Iteration 11F: 3 clusters Score -1774661 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1775263.500000 Penalty: 2898.982422
	Iteration 12F: 3 clusters Score -1775264 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1775973.000000 Penalty: 2898.982422
	Iteration 13F: 3 clusters Score -1775973 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1776618.125000 Penalty: 2898.982422
	Iteration 14Q: 3 clusters Score -1776618 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1777080.250000 Penalty: 2898.982422
	Iteration 15Q: 3 clusters Score -1777080 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1777404.250000 Penalty: 2898.982422
	Iteration 16Q: 3 clusters Score -1777404 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1777618.375000 Penalty: 2898.982422
	Iteration 17Q: 3 clusters Score -1777618 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1777731.875000 Penalty: 2898.982422
	Iteration 18Q: 3 clusters Score -1777732 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1777816.625000 Penalty: 2898.982422
	Iteration 19Q: 3 clusters Score -1777817 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1777860.375000 Penalty: 2898.982422
	Iteration 20F: 3 clusters Score -1777860 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1777888.000000 Penalty: 2898.982422
	Iteration 21Q: 3 clusters Score -1777888 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1777898.250000 Penalty: 2898.982422
	Iteration 22Q: 3 clusters Score -1777898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1777906.000000 Penalty: 2898.982422
	Iteration 23Q: 3 clusters Score -1777906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1777916.500000 Penalty: 2898.982422
	Iteration 24Q: 3 clusters Score -1777916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1777923.375000 Penalty: 2898.982422
	Iteration 25Q: 3 clusters Score -1777923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1777923.375000 Penalty: 2898.982422
	Iteration 26Q: 3 clusters Score -1777923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1777927.000000 Penalty: 2898.982422
	Iteration 27Q: 3 clusters Score -1777927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1777934.500000 Penalty: 2898.982422
	Iteration 28Q: 3 clusters Score -1777934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1777942.750000 Penalty: 2898.982422
	Iteration 29Q: 3 clusters Score -1777943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1777946.750000 Penalty: 2898.982422
	Iteration 30Q: 3 clusters Score -1777947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1777950.625000 Penalty: 2898.982422
	Iteration 31Q: 3 clusters Score -1777951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1777954.250000 Penalty: 2898.982422
	Iteration 32Q: 3 clusters Score -1777954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1777952.875000 Penalty: 2898.982422
	Iteration 33Q: 3 clusters Score -1777953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1777959.125000 Penalty: 2898.982422
	Iteration 34Q: 3 clusters Score -1777959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1777959.125000 Penalty: 2898.982422
	Iteration 35F: 3 clusters Score -1777959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Entering Unmasked Estep 
Score: -2257498.250000 Penalty: 1500.718872
	Iteration 0F: 2 clusters Score -2257498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -2241903.000000 Penalty: 3001.437744
	Iteration 0F: 3 clusters Score -2241903 nChanged 10685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -2247897.250000 Penalty: 3001.437744
	Iteration 1F: 3 clusters Score -2247897 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -2248558.000000 Penalty: 3001.437744
	Iteration 2F: 3 clusters Score -2248558 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -2249190.250000 Penalty: 3001.437744
	Iteration 3F: 3 clusters Score -2249190 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -2249819.500000 Penalty: 3001.437744
	Iteration 4F: 3 clusters Score -2249820 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -2250421.500000 Penalty: 3001.437744
	Iteration 5Q: 3 clusters Score -2250422 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -2251002.500000 Penalty: 3001.437744
	Iteration 6Q: 3 clusters Score -2251002 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -2251563.250000 Penalty: 3001.437744
	Iteration 7Q: 3 clusters Score -2251563 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -2252072.000000 Penalty: 3001.437744
	Iteration 8Q: 3 clusters Score -2252072 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -2252486.500000 Penalty: 3001.437744
	Iteration 9Q: 3 clusters Score -2252486 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -2252818.000000 Penalty: 3001.437744
	Iteration 10Q: 3 clusters Score -2252818 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -2253056.250000 Penalty: 3001.437744
	Iteration 11Q: 3 clusters Score -2253056 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -2253188.250000 Penalty: 3001.437744
	Iteration 12Q: 3 clusters Score -2253188 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -2253306.500000 Penalty: 3001.437744
	Iteration 13Q: 3 clusters Score -2253306 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -2253401.000000 Penalty: 3001.437744
	Iteration 14Q: 3 clusters Score -2253401 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -2253474.750000 Penalty: 3001.437744
	Iteration 15Q: 3 clusters Score -2253475 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -2253549.500000 Penalty: 3001.437744
	Iteration 16Q: 3 clusters Score -2253550 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -2253614.750000 Penalty: 3001.437744
	Iteration 17Q: 3 clusters Score -2253615 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -2253684.250000 Penalty: 3001.437744
	Iteration 18Q: 3 clusters Score -2253684 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -2253768.500000 Penalty: 3001.437744
	Iteration 19Q: 3 clusters Score -2253768 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -2253840.000000 Penalty: 3001.437744
	Iteration 20F: 3 clusters Score -2253840 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -2253893.750000 Penalty: 3001.437744
	Iteration 21Q: 3 clusters Score -2253894 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -2253989.500000 Penalty: 3001.437744
	Iteration 22Q: 3 clusters Score -2253990 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -2254081.750000 Penalty: 3001.437744
	Iteration 23Q: 3 clusters Score -2254082 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -2254163.500000 Penalty: 3001.437744
	Iteration 24Q: 3 clusters Score -2254164 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -2254260.250000 Penalty: 3001.437744
	Iteration 25Q: 3 clusters Score -2254260 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -2254349.000000 Penalty: 3001.437744
	Iteration 26Q: 3 clusters Score -2254349 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -2254445.500000 Penalty: 3001.437744
	Iteration 27Q: 3 clusters Score -2254446 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -2254557.500000 Penalty: 3001.437744
	Iteration 28Q: 3 clusters Score -2254558 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -2254674.500000 Penalty: 3001.437744
	Iteration 29Q: 3 clusters Score -2254674 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -2254807.250000 Penalty: 3001.437744
	Iteration 30Q: 3 clusters Score -2254807 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19471 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -2254954.750000 Penalty: 3001.437744
	Iteration 31Q: 3 clusters Score -2254955 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -2255096.750000 Penalty: 3001.437744
	Iteration 32Q: 3 clusters Score -2255097 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -2255222.250000 Penalty: 3001.437744
	Iteration 33Q: 3 clusters Score -2255222 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -2255359.000000 Penalty: 3001.437744
	Iteration 34Q: 3 clusters Score -2255359 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -2255508.000000 Penalty: 3001.437744
	Iteration 35Q: 3 clusters Score -2255508 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -2255671.500000 Penalty: 3001.437744
	Iteration 36Q: 3 clusters Score -2255672 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -2255827.750000 Penalty: 3001.437744
	Iteration 37Q: 3 clusters Score -2255828 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -2255943.500000 Penalty: 3001.437744
	Iteration 38Q: 3 clusters Score -2255944 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2256053.000000 Penalty: 3001.437744
	Iteration 39Q: 3 clusters Score -2256053 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22089 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2256142.250000 Penalty: 3001.437744
	Iteration 40F: 3 clusters Score -2256142 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2256228.750000 Penalty: 3001.437744
	Iteration 41Q: 3 clusters Score -2256229 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2256305.250000 Penalty: 3001.437744
	Iteration 42Q: 3 clusters Score -2256305 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2256378.000000 Penalty: 3001.437744
	Iteration 43Q: 3 clusters Score -2256378 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2256456.500000 Penalty: 3001.437744
	Iteration 44Q: 3 clusters Score -2256456 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22747 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2256517.750000 Penalty: 3001.437744
	Iteration 45Q: 3 clusters Score -2256518 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22830 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2256562.500000 Penalty: 3001.437744
	Iteration 46Q: 3 clusters Score -2256562 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2256597.250000 Penalty: 3001.437744
	Iteration 47Q: 3 clusters Score -2256597 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2256628.750000 Penalty: 3001.437744
	Iteration 48Q: 3 clusters Score -2256629 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2256649.250000 Penalty: 3001.437744
	Iteration 49Q: 3 clusters Score -2256649 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2256668.500000 Penalty: 3001.437744
	Iteration 50Q: 3 clusters Score -2256668 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2256680.750000 Penalty: 3001.437744
	Iteration 51Q: 3 clusters Score -2256681 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2256687.500000 Penalty: 3001.437744
	Iteration 52Q: 3 clusters Score -2256688 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2256692.250000 Penalty: 3001.437744
	Iteration 53Q: 3 clusters Score -2256692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2256698.250000 Penalty: 3001.437744
	Iteration 54Q: 3 clusters Score -2256698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2256704.000000 Penalty: 3001.437744
	Iteration 55Q: 3 clusters Score -2256704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2256705.250000 Penalty: 3001.437744
	Iteration 56Q: 3 clusters Score -2256705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2256703.250000 Penalty: 3001.437744
	Iteration 57Q: 3 clusters Score -2256703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2256705.500000 Penalty: 3001.437744
	Iteration 58Q: 3 clusters Score -2256706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2256705.500000 Penalty: 3001.437744
	Iteration 59F: 3 clusters Score -2256706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (28724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28724 members 
Entering Unmasked Estep 
Score: -2811783.750000 Penalty: 1527.504761
	Iteration 0F: 2 clusters Score -2811784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -2793038.000000 Penalty: 3055.009521
	Iteration 0F: 3 clusters Score -2793038 nChanged 12922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -2800186.500000 Penalty: 3055.009521
	Iteration 1F: 3 clusters Score -2800186 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -2800791.750000 Penalty: 3055.009521
	Iteration 2F: 3 clusters Score -2800792 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -2801399.250000 Penalty: 3055.009521
	Iteration 3F: 3 clusters Score -2801399 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -2801981.250000 Penalty: 3055.009521
	Iteration 4Q: 3 clusters Score -2801981 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -2802575.000000 Penalty: 3055.009521
	Iteration 5Q: 3 clusters Score -2802575 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -2803195.750000 Penalty: 3055.009521
	Iteration 6Q: 3 clusters Score -2803196 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -2803972.250000 Penalty: 3055.009521
	Iteration 7Q: 3 clusters Score -2803972 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -2804860.750000 Penalty: 3055.009521
	Iteration 8Q: 3 clusters Score -2804861 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -2805872.750000 Penalty: 3055.009521
	Iteration 9Q: 3 clusters Score -2805873 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -2807013.750000 Penalty: 3055.009521
	Iteration 10F: 3 clusters Score -2807014 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -2807988.750000 Penalty: 3055.009521
	Iteration 11Q: 3 clusters Score -2807989 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -2808775.500000 Penalty: 3055.009521
	Iteration 12Q: 3 clusters Score -2808776 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 22124 members 
Entering Unmasked Estep 
Score: -2809362.500000 Penalty: 3055.009521
	Iteration 13Q: 3 clusters Score -2809362 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -2809778.750000 Penalty: 3055.009521
	Iteration 14Q: 3 clusters Score -2809779 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 22716 members 
Entering Unmasked Estep 
Score: -2810150.500000 Penalty: 3055.009521
	Iteration 15Q: 3 clusters Score -2810150 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -2810493.500000 Penalty: 3055.009521
	Iteration 16Q: 3 clusters Score -2810494 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 23220 members 
Entering Unmasked Estep 
Score: -2810755.250000 Penalty: 3055.009521
	Iteration 17Q: 3 clusters Score -2810755 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -2810967.500000 Penalty: 3055.009521
	Iteration 18Q: 3 clusters Score -2810968 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -2811127.250000 Penalty: 3055.009521
	Iteration 19Q: 3 clusters Score -2811127 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
Score: -2811239.250000 Penalty: 3055.009521
	Iteration 20F: 3 clusters Score -2811239 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
Score: -2811305.500000 Penalty: 3055.009521
	Iteration 21Q: 3 clusters Score -2811306 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -2811372.500000 Penalty: 3055.009521
	Iteration 22Q: 3 clusters Score -2811372 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
Score: -2811422.000000 Penalty: 3055.009521
	Iteration 23Q: 3 clusters Score -2811422 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -2811462.250000 Penalty: 3055.009521
	Iteration 24Q: 3 clusters Score -2811462 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -2811519.750000 Penalty: 3055.009521
	Iteration 25Q: 3 clusters Score -2811520 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 23988 members 
Entering Unmasked Estep 
Score: -2811556.750000 Penalty: 3055.009521
	Iteration 26Q: 3 clusters Score -2811557 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 23994 members 
Entering Unmasked Estep 
Score: -2811593.500000 Penalty: 3055.009521
	Iteration 27Q: 3 clusters Score -2811594 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 23972 members 
Entering Unmasked Estep 
Score: -2811651.750000 Penalty: 3055.009521
	Iteration 28Q: 3 clusters Score -2811652 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -2811711.500000 Penalty: 3055.009521
	Iteration 29Q: 3 clusters Score -2811712 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 23900 members 
Entering Unmasked Estep 
Score: -2811747.000000 Penalty: 3055.009521
	Iteration 30Q: 3 clusters Score -2811747 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 23847 members 
Entering Unmasked Estep 
Score: -2811775.250000 Penalty: 3055.009521
	Iteration 31Q: 3 clusters Score -2811775 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -2811812.250000 Penalty: 3055.009521
	Iteration 32Q: 3 clusters Score -2811812 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
Score: -2811855.250000 Penalty: 3055.009521
	Iteration 33Q: 3 clusters Score -2811855 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 23704 members 
Entering Unmasked Estep 
Score: -2811885.250000 Penalty: 3055.009521
	Iteration 34Q: 3 clusters Score -2811885 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -2811905.000000 Penalty: 3055.009521
	Iteration 35Q: 3 clusters Score -2811905 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 23626 members 
Entering Unmasked Estep 
Score: -2811941.000000 Penalty: 3055.009521
	Iteration 36Q: 3 clusters Score -2811941 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -2811955.500000 Penalty: 3055.009521
	Iteration 37Q: 3 clusters Score -2811956 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 23543 members 
Entering Unmasked Estep 
Score: -2811963.250000 Penalty: 3055.009521
	Iteration 38Q: 3 clusters Score -2811963 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -2811975.250000 Penalty: 3055.009521
	Iteration 39Q: 3 clusters Score -2811975 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -2812012.250000 Penalty: 3055.009521
	Iteration 40F: 3 clusters Score -2812012 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -2812015.750000 Penalty: 3055.009521
	Iteration 41Q: 3 clusters Score -2812016 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -2812025.250000 Penalty: 3055.009521
	Iteration 42Q: 3 clusters Score -2812025 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -2812034.500000 Penalty: 3055.009521
	Iteration 43Q: 3 clusters Score -2812034 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 23379 members 
Entering Unmasked Estep 
Score: -2812037.000000 Penalty: 3055.009521
	Iteration 44Q: 3 clusters Score -2812037 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -2812043.000000 Penalty: 3055.009521
	Iteration 45Q: 3 clusters Score -2812043 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -2812041.500000 Penalty: 3055.009521
	Iteration 46Q: 3 clusters Score -2812042 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -2812050.000000 Penalty: 3055.009521
	Iteration 47Q: 3 clusters Score -2812050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -2812045.500000 Penalty: 3055.009521
	Iteration 48Q: 3 clusters Score -2812046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 23344 members 
Entering Unmasked Estep 
Score: -2812045.500000 Penalty: 3055.009521
	Iteration 49Q: 3 clusters Score -2812046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -2812054.750000 Penalty: 3055.009521
	Iteration 50Q: 3 clusters Score -2812055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -2812055.500000 Penalty: 3055.009521
	Iteration 51Q: 3 clusters Score -2812056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -2812058.500000 Penalty: 3055.009521
	Iteration 52Q: 3 clusters Score -2812058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 23327 members 
Entering Unmasked Estep 
Score: -2812057.250000 Penalty: 3055.009521
	Iteration 53Q: 3 clusters Score -2812057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -2812054.250000 Penalty: 3055.009521
	Iteration 54Q: 3 clusters Score -2812054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -2812049.500000 Penalty: 3055.009521
	Iteration 55Q: 3 clusters Score -2812050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 23314 members 
Entering Unmasked Estep 
Score: -2812047.750000 Penalty: 3055.009521
	Iteration 56Q: 3 clusters Score -2812048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -2812048.250000 Penalty: 3055.009521
	Iteration 57Q: 3 clusters Score -2812048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
Score: -2812053.000000 Penalty: 3055.009521
	Iteration 58Q: 3 clusters Score -2812053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 23304 members 
Entering Unmasked Estep 
Score: -2812053.250000 Penalty: 3055.009521
	Iteration 59Q: 3 clusters Score -2812053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -2812051.500000 Penalty: 3055.009521
	Iteration 60F: 3 clusters Score -2812052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -2812055.000000 Penalty: 3055.009521
	Iteration 61Q: 3 clusters Score -2812055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 23298 members 
Entering Unmasked Estep 
Score: -2812052.750000 Penalty: 3055.009521
	Iteration 62Q: 3 clusters Score -2812053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 23293 members 
Entering Unmasked Estep 
Score: -2812055.000000 Penalty: 3055.009521
	Iteration 63Q: 3 clusters Score -2812055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
Score: -2812054.000000 Penalty: 3055.009521
	Iteration 64Q: 3 clusters Score -2812054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 23285 members 
Entering Unmasked Estep 
Score: -2812060.250000 Penalty: 3055.009521
	Iteration 65Q: 3 clusters Score -2812060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
Score: -2812060.000000 Penalty: 3055.009521
	Iteration 66Q: 3 clusters Score -2812060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
Score: -2812060.250000 Penalty: 3055.009521
	Iteration 67Q: 3 clusters Score -2812060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
Score: -2812060.250000 Penalty: 3055.009521
	Iteration 68F: 3 clusters Score -2812060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61640 members 
Mstep: Class 2 contains 10207 members 
Mstep: Class 3 contains 6958 members 
Mstep: Class 4 contains 48222 members 
Mstep: Class 5 contains 8796 members 
Mstep: Class 6 contains 11500 members 
Mstep: Class 7 contains 58260 members 
Mstep: Class 8 contains 11055 members 
Mstep: Class 9 contains 11160 members 
Mstep: Class 10 contains 11433 members 
Mstep: Class 11 contains 10416 members 
Mstep: Class 12 contains 7360 members 
Mstep: Class 13 contains 19064 members 
Mstep: Class 14 contains 37823 members 
Mstep: Class 15 contains 17004 members 
Mstep: Class 16 contains 23992 members 
Mstep: Class 17 contains 5441 members 
Mstep: Class 18 contains 19941 members 
Mstep: Class 19 contains 1486 members 
Mstep: Class 20 contains 200563 members 
Mstep: Class 21 contains 36108 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 6491 members 
Mstep: Class 24 contains 1831 members 
Mstep: Class 25 contains 35574 members 
Mstep: Class 26 contains 6428 members 
Mstep: Class 27 contains 14680 members 
Mstep: Class 28 contains 21029 members 
Mstep: Class 29 contains 37641 members 
Mstep: Class 30 contains 17535 members 
Mstep: Class 31 contains 8936 members 
Mstep: Class 32 contains 1040 members 
Mstep: Class 33 contains 8067 members 
Mstep: Class 34 contains 3981 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 2543 members 
Mstep: Class 37 contains 4198 members 
Mstep: Class 38 contains 3357 members 
Mstep: Class 39 contains 33430 members 
Mstep: Class 40 contains 18282 members 
Mstep: Class 41 contains 16075 members 
Mstep: Class 42 contains 3053 members 
Mstep: Class 43 contains 2657 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 2003 members 
Mstep: Class 46 contains 1922 members 
Mstep: Class 47 contains 23283 members 
Entering Unmasked Estep 
Score: -88118176.000000 Penalty: 95881.820312
Splitting cluster 17 changes total score from -88118456.000000 to -88118176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (19941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Entering Unmasked Estep 
Score: -2073473.500000 Penalty: 1473.199463
	Iteration 0F: 2 clusters Score -2073474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -2060450.125000 Penalty: 2946.398926
	Iteration 0F: 3 clusters Score -2060450 nChanged 8697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -2065111.375000 Penalty: 2946.398926
	Iteration 1F: 3 clusters Score -2065111 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -2065652.875000 Penalty: 2946.398926
	Iteration 2F: 3 clusters Score -2065653 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -2066228.250000 Penalty: 2946.398926
	Iteration 3F: 3 clusters Score -2066228 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -2066940.875000 Penalty: 2946.398926
	Iteration 4F: 3 clusters Score -2066941 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -2067699.125000 Penalty: 2946.398926
	Iteration 5F: 3 clusters Score -2067699 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -2068466.375000 Penalty: 2946.398926
	Iteration 6F: 3 clusters Score -2068466 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -2069141.625000 Penalty: 2946.398926
	Iteration 7F: 3 clusters Score -2069142 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -2069708.625000 Penalty: 2946.398926
	Iteration 8Q: 3 clusters Score -2069709 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -2070117.375000 Penalty: 2946.398926
	Iteration 9Q: 3 clusters Score -2070117 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -2070439.250000 Penalty: 2946.398926
	Iteration 10Q: 3 clusters Score -2070439 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -2070658.625000 Penalty: 2946.398926
	Iteration 11Q: 3 clusters Score -2070659 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -2070849.875000 Penalty: 2946.398926
	Iteration 12Q: 3 clusters Score -2070850 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -2071026.500000 Penalty: 2946.398926
	Iteration 13Q: 3 clusters Score -2071026 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -2071154.125000 Penalty: 2946.398926
	Iteration 14Q: 3 clusters Score -2071154 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -2071271.500000 Penalty: 2946.398926
	Iteration 15Q: 3 clusters Score -2071272 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -2071374.625000 Penalty: 2946.398926
	Iteration 16Q: 3 clusters Score -2071375 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -2071441.875000 Penalty: 2946.398926
	Iteration 17Q: 3 clusters Score -2071442 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -2071498.625000 Penalty: 2946.398926
	Iteration 18Q: 3 clusters Score -2071499 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -2071547.000000 Penalty: 2946.398926
	Iteration 19Q: 3 clusters Score -2071547 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -2071588.375000 Penalty: 2946.398926
	Iteration 20F: 3 clusters Score -2071588 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -2071626.000000 Penalty: 2946.398926
	Iteration 21Q: 3 clusters Score -2071626 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -2071671.125000 Penalty: 2946.398926
	Iteration 22Q: 3 clusters Score -2071671 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -2071684.000000 Penalty: 2946.398926
	Iteration 23Q: 3 clusters Score -2071684 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -2071712.875000 Penalty: 2946.398926
	Iteration 24Q: 3 clusters Score -2071713 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -2071733.125000 Penalty: 2946.398926
	Iteration 25Q: 3 clusters Score -2071733 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -2071759.625000 Penalty: 2946.398926
	Iteration 26Q: 3 clusters Score -2071760 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -2071782.375000 Penalty: 2946.398926
	Iteration 27Q: 3 clusters Score -2071782 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -2071804.750000 Penalty: 2946.398926
	Iteration 28Q: 3 clusters Score -2071805 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -2071837.500000 Penalty: 2946.398926
	Iteration 29Q: 3 clusters Score -2071838 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -2071863.125000 Penalty: 2946.398926
	Iteration 30Q: 3 clusters Score -2071863 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -2071890.000000 Penalty: 2946.398926
	Iteration 31Q: 3 clusters Score -2071890 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -2071921.500000 Penalty: 2946.398926
	Iteration 32Q: 3 clusters Score -2071922 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -2071937.000000 Penalty: 2946.398926
	Iteration 33Q: 3 clusters Score -2071937 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -2071954.625000 Penalty: 2946.398926
	Iteration 34Q: 3 clusters Score -2071955 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -2071965.625000 Penalty: 2946.398926
	Iteration 35Q: 3 clusters Score -2071966 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -2071989.375000 Penalty: 2946.398926
	Iteration 36Q: 3 clusters Score -2071989 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -2072006.250000 Penalty: 2946.398926
	Iteration 37Q: 3 clusters Score -2072006 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -2072020.500000 Penalty: 2946.398926
	Iteration 38Q: 3 clusters Score -2072020 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -2072024.750000 Penalty: 2946.398926
	Iteration 39Q: 3 clusters Score -2072025 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -2072030.875000 Penalty: 2946.398926
	Iteration 40F: 3 clusters Score -2072031 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -2072043.500000 Penalty: 2946.398926
	Iteration 41Q: 3 clusters Score -2072044 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -2072057.250000 Penalty: 2946.398926
	Iteration 42Q: 3 clusters Score -2072057 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -2072065.250000 Penalty: 2946.398926
	Iteration 43Q: 3 clusters Score -2072065 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -2072069.625000 Penalty: 2946.398926
	Iteration 44Q: 3 clusters Score -2072070 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -2072079.625000 Penalty: 2946.398926
	Iteration 45Q: 3 clusters Score -2072080 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -2072085.875000 Penalty: 2946.398926
	Iteration 46Q: 3 clusters Score -2072086 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -2072087.375000 Penalty: 2946.398926
	Iteration 47Q: 3 clusters Score -2072087 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -2072089.625000 Penalty: 2946.398926
	Iteration 48Q: 3 clusters Score -2072090 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -2072096.125000 Penalty: 2946.398926
	Iteration 49Q: 3 clusters Score -2072096 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -2072099.625000 Penalty: 2946.398926
	Iteration 50Q: 3 clusters Score -2072100 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -2072105.500000 Penalty: 2946.398926
	Iteration 51Q: 3 clusters Score -2072106 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -2072112.750000 Penalty: 2946.398926
	Iteration 52Q: 3 clusters Score -2072113 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -2072126.250000 Penalty: 2946.398926
	Iteration 53Q: 3 clusters Score -2072126 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -2072134.125000 Penalty: 2946.398926
	Iteration 54Q: 3 clusters Score -2072134 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -2072138.875000 Penalty: 2946.398926
	Iteration 55Q: 3 clusters Score -2072139 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -2072142.125000 Penalty: 2946.398926
	Iteration 56Q: 3 clusters Score -2072142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -2072146.375000 Penalty: 2946.398926
	Iteration 57Q: 3 clusters Score -2072146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -2072150.125000 Penalty: 2946.398926
	Iteration 58Q: 3 clusters Score -2072150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -2072156.875000 Penalty: 2946.398926
	Iteration 59Q: 3 clusters Score -2072157 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -2072161.875000 Penalty: 2946.398926
	Iteration 60F: 3 clusters Score -2072162 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -2072171.875000 Penalty: 2946.398926
	Iteration 61Q: 3 clusters Score -2072172 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -2072177.375000 Penalty: 2946.398926
	Iteration 62Q: 3 clusters Score -2072177 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -2072180.125000 Penalty: 2946.398926
	Iteration 63Q: 3 clusters Score -2072180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -2072184.250000 Penalty: 2946.398926
	Iteration 64Q: 3 clusters Score -2072184 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -2072186.375000 Penalty: 2946.398926
	Iteration 65Q: 3 clusters Score -2072186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -2072193.000000 Penalty: 2946.398926
	Iteration 66Q: 3 clusters Score -2072193 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -2072195.875000 Penalty: 2946.398926
	Iteration 67Q: 3 clusters Score -2072196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -2072196.625000 Penalty: 2946.398926
	Iteration 68Q: 3 clusters Score -2072197 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -2072204.375000 Penalty: 2946.398926
	Iteration 69Q: 3 clusters Score -2072204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -2072203.875000 Penalty: 2946.398926
	Iteration 70Q: 3 clusters Score -2072204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -2072204.500000 Penalty: 2946.398926
	Iteration 71Q: 3 clusters Score -2072204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -2072206.375000 Penalty: 2946.398926
	Iteration 72Q: 3 clusters Score -2072206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -2072209.000000 Penalty: 2946.398926
	Iteration 73Q: 3 clusters Score -2072209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -2072213.375000 Penalty: 2946.398926
	Iteration 74Q: 3 clusters Score -2072213 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -2072214.625000 Penalty: 2946.398926
	Iteration 75Q: 3 clusters Score -2072215 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -2072218.125000 Penalty: 2946.398926
	Iteration 76Q: 3 clusters Score -2072218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -2072221.125000 Penalty: 2946.398926
	Iteration 77Q: 3 clusters Score -2072221 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -2072231.500000 Penalty: 2946.398926
	Iteration 78Q: 3 clusters Score -2072232 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -2072240.250000 Penalty: 2946.398926
	Iteration 79Q: 3 clusters Score -2072240 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -2072243.625000 Penalty: 2946.398926
	Iteration 80F: 3 clusters Score -2072244 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -2072248.875000 Penalty: 2946.398926
	Iteration 81Q: 3 clusters Score -2072249 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -2072255.625000 Penalty: 2946.398926
	Iteration 82Q: 3 clusters Score -2072256 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -2072267.250000 Penalty: 2946.398926
	Iteration 83Q: 3 clusters Score -2072267 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -2072272.500000 Penalty: 2946.398926
	Iteration 84Q: 3 clusters Score -2072272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -2072280.500000 Penalty: 2946.398926
	Iteration 85Q: 3 clusters Score -2072280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -2072287.375000 Penalty: 2946.398926
	Iteration 86Q: 3 clusters Score -2072287 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -2072288.625000 Penalty: 2946.398926
	Iteration 87Q: 3 clusters Score -2072289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -2072293.500000 Penalty: 2946.398926
	Iteration 88Q: 3 clusters Score -2072294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -2072290.875000 Penalty: 2946.398926
	Iteration 89Q: 3 clusters Score -2072291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -2072290.625000 Penalty: 2946.398926
	Iteration 90Q: 3 clusters Score -2072291 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -2072297.625000 Penalty: 2946.398926
	Iteration 91Q: 3 clusters Score -2072298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -2072300.125000 Penalty: 2946.398926
	Iteration 92Q: 3 clusters Score -2072300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -2072302.750000 Penalty: 2946.398926
	Iteration 93Q: 3 clusters Score -2072303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -2072305.000000 Penalty: 2946.398926
	Iteration 94Q: 3 clusters Score -2072305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -2072309.250000 Penalty: 2946.398926
	Iteration 95Q: 3 clusters Score -2072309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -2072313.000000 Penalty: 2946.398926
	Iteration 96Q: 3 clusters Score -2072313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -2072314.125000 Penalty: 2946.398926
	Iteration 97Q: 3 clusters Score -2072314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2072313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -2072317.500000 Penalty: 2946.398926
	Iteration 99Q: 3 clusters Score -2072318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -2072318.000000 Penalty: 2946.398926
	Iteration 100F: 3 clusters Score -2072318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -2072317.250000 Penalty: 2946.398926
	Iteration 101Q: 3 clusters Score -2072317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -2072321.625000 Penalty: 2946.398926
	Iteration 102Q: 3 clusters Score -2072322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -2072321.875000 Penalty: 2946.398926
	Iteration 103Q: 3 clusters Score -2072322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -2072324.375000 Penalty: 2946.398926
	Iteration 104Q: 3 clusters Score -2072324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -2072329.000000 Penalty: 2946.398926
	Iteration 105Q: 3 clusters Score -2072329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -2072332.000000 Penalty: 2946.398926
	Iteration 106Q: 3 clusters Score -2072332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -2072333.125000 Penalty: 2946.398926
	Iteration 107Q: 3 clusters Score -2072333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -2072331.375000 Penalty: 2946.398926
	Iteration 108Q: 3 clusters Score -2072331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -2072332.875000 Penalty: 2946.398926
	Iteration 109Q: 3 clusters Score -2072333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -2072333.500000 Penalty: 2946.398926
	Iteration 110Q: 3 clusters Score -2072334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -2072333.000000 Penalty: 2946.398926
	Iteration 111Q: 3 clusters Score -2072333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -2072333.625000 Penalty: 2946.398926
	Iteration 112Q: 3 clusters Score -2072334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -2072338.250000 Penalty: 2946.398926
	Iteration 113Q: 3 clusters Score -2072338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -2072335.500000 Penalty: 2946.398926
	Iteration 114Q: 3 clusters Score -2072336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -2072337.750000 Penalty: 2946.398926
	Iteration 115Q: 3 clusters Score -2072338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -2072337.750000 Penalty: 2946.398926
	Iteration 116F: 3 clusters Score -2072338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Entering Unmasked Estep 
Score: -130734.507812 Penalty: 1086.811890
	Iteration 0F: 2 clusters Score -130734.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -129220.242188 Penalty: 2173.623779
	Iteration 0F: 3 clusters Score -129220.2 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -129741.265625 Penalty: 2173.623779
	Iteration 1F: 3 clusters Score -129741.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -129901.851562 Penalty: 2173.623779
	Iteration 2F: 3 clusters Score -129901.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -129990.828125 Penalty: 2173.623779
	Iteration 3Q: 3 clusters Score -129990.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -130071.390625 Penalty: 2173.623779
	Iteration 4Q: 3 clusters Score -130071.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -130127.992188 Penalty: 2173.623779
	Iteration 5Q: 3 clusters Score -130128 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -130159.898438 Penalty: 2173.623779
	Iteration 6Q: 3 clusters Score -130159.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -130195.945312 Penalty: 2173.623779
	Iteration 7Q: 3 clusters Score -130195.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -130228.632812 Penalty: 2173.623779
	Iteration 8Q: 3 clusters Score -130228.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -130243.718750 Penalty: 2173.623779
	Iteration 9Q: 3 clusters Score -130243.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -130262.984375 Penalty: 2173.623779
	Iteration 10Q: 3 clusters Score -130263 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -130280.226562 Penalty: 2173.623779
	Iteration 11Q: 3 clusters Score -130280.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -130291.125000 Penalty: 2173.623779
	Iteration 12Q: 3 clusters Score -130291.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -130298.070312 Penalty: 2173.623779
	Iteration 13Q: 3 clusters Score -130298.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -130303.195312 Penalty: 2173.623779
	Iteration 14Q: 3 clusters Score -130303.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -130308.234375 Penalty: 2173.623779
	Iteration 15Q: 3 clusters Score -130308.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -130313.500000 Penalty: 2173.623779
	Iteration 16Q: 3 clusters Score -130313.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -130314.359375 Penalty: 2173.623779
	Iteration 17Q: 3 clusters Score -130314.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -130316.007812 Penalty: 2173.623779
	Iteration 18Q: 3 clusters Score -130316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -130316.007812 Penalty: 2173.623779
	Iteration 19F: 3 clusters Score -130316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (200563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200563 members 
Entering Unmasked Estep 
Score: -20107716.000000 Penalty: 1816.681885
	Iteration 0F: 2 clusters Score -2.010772e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100246 members 
Mstep: Class 2 contains 100317 members 
Entering Unmasked Estep 
Score: -19974816.000000 Penalty: 3633.363770
	Iteration 0F: 3 clusters Score -1.997482e+07 nChanged 96221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98649 members 
Mstep: Class 2 contains 101914 members 
Entering Unmasked Estep 
Score: -20031576.000000 Penalty: 3633.363770
	Iteration 1F: 3 clusters Score -2.003158e+07 nChanged 6576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97537 members 
Mstep: Class 2 contains 103026 members 
Entering Unmasked Estep 
Score: -20033308.000000 Penalty: 3633.363770
	Iteration 2Q: 3 clusters Score -2.003331e+07 nChanged 7358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95675 members 
Mstep: Class 2 contains 104888 members 
Entering Unmasked Estep 
Score: -20035536.000000 Penalty: 3633.363770
	Iteration 3Q: 3 clusters Score -2.003554e+07 nChanged 8650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92819 members 
Mstep: Class 2 contains 107744 members 
Entering Unmasked Estep 
Score: -20038914.000000 Penalty: 3633.363770
	Iteration 4Q: 3 clusters Score -2.003891e+07 nChanged 10216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88777 members 
Mstep: Class 2 contains 111786 members 
Entering Unmasked Estep 
Score: -20043752.000000 Penalty: 3633.363770
	Iteration 5F: 3 clusters Score -2.004375e+07 nChanged 11704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83491 members 
Mstep: Class 2 contains 117072 members 
Entering Unmasked Estep 
Score: -20050044.000000 Penalty: 3633.363770
	Iteration 6F: 3 clusters Score -2.005004e+07 nChanged 12369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77166 members 
Mstep: Class 2 contains 123397 members 
Entering Unmasked Estep 
Score: -20057056.000000 Penalty: 3633.363770
	Iteration 7F: 3 clusters Score -2.005706e+07 nChanged 12130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70468 members 
Mstep: Class 2 contains 130095 members 
Entering Unmasked Estep 
Score: -20064144.000000 Penalty: 3633.363770
	Iteration 8F: 3 clusters Score -2.006414e+07 nChanged 10978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63920 members 
Mstep: Class 2 contains 136643 members 
Entering Unmasked Estep 
Score: -20070766.000000 Penalty: 3633.363770
	Iteration 9F: 3 clusters Score -2.007077e+07 nChanged 9364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57932 members 
Mstep: Class 2 contains 142631 members 
Entering Unmasked Estep 
Score: -20076606.000000 Penalty: 3633.363770
	Iteration 10Q: 3 clusters Score -2.007661e+07 nChanged 7799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52733 members 
Mstep: Class 2 contains 147830 members 
Entering Unmasked Estep 
Score: -20081264.000000 Penalty: 3633.363770
	Iteration 11Q: 3 clusters Score -2.008126e+07 nChanged 6267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48302 members 
Mstep: Class 2 contains 152261 members 
Entering Unmasked Estep 
Score: -20084982.000000 Penalty: 3633.363770
	Iteration 12Q: 3 clusters Score -2.008498e+07 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44388 members 
Mstep: Class 2 contains 156175 members 
Entering Unmasked Estep 
Score: -20087386.000000 Penalty: 3633.363770
	Iteration 13Q: 3 clusters Score -2.008739e+07 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40792 members 
Mstep: Class 2 contains 159771 members 
Entering Unmasked Estep 
Score: -20089040.000000 Penalty: 3633.363770
	Iteration 14Q: 3 clusters Score -2.008904e+07 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37314 members 
Mstep: Class 2 contains 163249 members 
Entering Unmasked Estep 
Score: -20090550.000000 Penalty: 3633.363770
	Iteration 15Q: 3 clusters Score -2.009055e+07 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33968 members 
Mstep: Class 2 contains 166595 members 
Entering Unmasked Estep 
Score: -20091928.000000 Penalty: 3633.363770
	Iteration 16Q: 3 clusters Score -2.009193e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30657 members 
Mstep: Class 2 contains 169906 members 
Entering Unmasked Estep 
Score: -20093246.000000 Penalty: 3633.363770
	Iteration 17Q: 3 clusters Score -2.009325e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27525 members 
Mstep: Class 2 contains 173038 members 
Entering Unmasked Estep 
Score: -20094406.000000 Penalty: 3633.363770
	Iteration 18Q: 3 clusters Score -2.009441e+07 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24468 members 
Mstep: Class 2 contains 176095 members 
Entering Unmasked Estep 
Score: -20095544.000000 Penalty: 3633.363770
	Iteration 19Q: 3 clusters Score -2.009554e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 178945 members 
Entering Unmasked Estep 
Score: -20096650.000000 Penalty: 3633.363770
	Iteration 20F: 3 clusters Score -2.009665e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 181714 members 
Entering Unmasked Estep 
Score: -20097766.000000 Penalty: 3633.363770
	Iteration 21Q: 3 clusters Score -2.009777e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 184356 members 
Entering Unmasked Estep 
Score: -20098932.000000 Penalty: 3633.363770
	Iteration 22Q: 3 clusters Score -2.009893e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 186809 members 
Entering Unmasked Estep 
Score: -20100130.000000 Penalty: 3633.363770
	Iteration 23Q: 3 clusters Score -2.010013e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 189071 members 
Entering Unmasked Estep 
Score: -20101178.000000 Penalty: 3633.363770
	Iteration 24Q: 3 clusters Score -2.010118e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 191134 members 
Entering Unmasked Estep 
Score: -20102070.000000 Penalty: 3633.363770
	Iteration 25Q: 3 clusters Score -2.010207e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 193002 members 
Entering Unmasked Estep 
Score: -20103038.000000 Penalty: 3633.363770
	Iteration 26Q: 3 clusters Score -2.010304e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 194554 members 
Entering Unmasked Estep 
Score: -20103834.000000 Penalty: 3633.363770
	Iteration 27Q: 3 clusters Score -2.010383e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 195866 members 
Entering Unmasked Estep 
Score: -20104476.000000 Penalty: 3633.363770
	Iteration 28Q: 3 clusters Score -2.010448e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 196911 members 
Entering Unmasked Estep 
Score: -20105134.000000 Penalty: 3633.363770
	Iteration 29Q: 3 clusters Score -2.010513e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 197695 members 
Entering Unmasked Estep 
Score: -20105538.000000 Penalty: 3633.363770
	Iteration 30Q: 3 clusters Score -2.010554e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 198266 members 
Entering Unmasked Estep 
Score: -20105818.000000 Penalty: 3633.363770
	Iteration 31Q: 3 clusters Score -2.010582e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 198668 members 
Entering Unmasked Estep 
Score: -20106004.000000 Penalty: 3633.363770
	Iteration 32Q: 3 clusters Score -2.0106e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 198933 members 
Entering Unmasked Estep 
Score: -20106144.000000 Penalty: 3633.363770
	Iteration 33Q: 3 clusters Score -2.010614e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 199117 members 
Entering Unmasked Estep 
Score: -20106228.000000 Penalty: 3633.363770
	Iteration 34Q: 3 clusters Score -2.010623e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 199253 members 
Entering Unmasked Estep 
Score: -20106326.000000 Penalty: 3633.363770
	Iteration 35Q: 3 clusters Score -2.010633e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 199363 members 
Entering Unmasked Estep 
Score: -20106362.000000 Penalty: 3633.363770
	Iteration 36Q: 3 clusters Score -2.010636e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 199446 members 
Entering Unmasked Estep 
Score: -20106382.000000 Penalty: 3633.363770
	Iteration 37Q: 3 clusters Score -2.010638e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 199509 members 
Entering Unmasked Estep 
Score: -20106440.000000 Penalty: 3633.363770
	Iteration 38Q: 3 clusters Score -2.010644e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 199553 members 
Entering Unmasked Estep 
Score: -20106484.000000 Penalty: 3633.363770
	Iteration 39Q: 3 clusters Score -2.010648e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 199582 members 
Entering Unmasked Estep 
Score: -20106506.000000 Penalty: 3633.363770
	Iteration 40F: 3 clusters Score -2.010651e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 199607 members 
Entering Unmasked Estep 
Score: -20106478.000000 Penalty: 3633.363770
	Iteration 41Q: 3 clusters Score -2.010648e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 199626 members 
Entering Unmasked Estep 
Score: -20106476.000000 Penalty: 3633.363770
	Iteration 42Q: 3 clusters Score -2.010648e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 199644 members 
Entering Unmasked Estep 
Score: -20106490.000000 Penalty: 3633.363770
	Iteration 43Q: 3 clusters Score -2.010649e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 199663 members 
Entering Unmasked Estep 
Score: -20106530.000000 Penalty: 3633.363770
	Iteration 44Q: 3 clusters Score -2.010653e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 199686 members 
Entering Unmasked Estep 
Score: -20106526.000000 Penalty: 3633.363770
	Iteration 45Q: 3 clusters Score -2.010653e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 199705 members 
Entering Unmasked Estep 
Score: -20106540.000000 Penalty: 3633.363770
	Iteration 46Q: 3 clusters Score -2.010654e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 199717 members 
Entering Unmasked Estep 
Score: -20106554.000000 Penalty: 3633.363770
	Iteration 47Q: 3 clusters Score -2.010655e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 199726 members 
Entering Unmasked Estep 
Score: -20106552.000000 Penalty: 3633.363770
	Iteration 48Q: 3 clusters Score -2.010655e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 199737 members 
Entering Unmasked Estep 
Score: -20106560.000000 Penalty: 3633.363770
	Iteration 49Q: 3 clusters Score -2.010656e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 199741 members 
Entering Unmasked Estep 
Score: -20106576.000000 Penalty: 3633.363770
	Iteration 50Q: 3 clusters Score -2.010658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 199743 members 
Entering Unmasked Estep 
Score: -20106574.000000 Penalty: 3633.363770
	Iteration 51Q: 3 clusters Score -2.010657e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 199746 members 
Entering Unmasked Estep 
Score: -20106562.000000 Penalty: 3633.363770
	Iteration 52Q: 3 clusters Score -2.010656e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 199752 members 
Entering Unmasked Estep 
Score: -20106550.000000 Penalty: 3633.363770
	Iteration 53Q: 3 clusters Score -2.010655e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 199755 members 
Entering Unmasked Estep 
Score: -20106552.000000 Penalty: 3633.363770
	Iteration 54Q: 3 clusters Score -2.010655e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 199757 members 
Entering Unmasked Estep 
Score: -20106554.000000 Penalty: 3633.363770
	Iteration 55Q: 3 clusters Score -2.010655e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 199756 members 
Entering Unmasked Estep 
Score: -20106566.000000 Penalty: 3633.363770
	Iteration 56Q: 3 clusters Score -2.010657e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 199756 members 
Entering Unmasked Estep 
Score: -20106552.000000 Penalty: 3633.363770
	Iteration 57Q: 3 clusters Score -2.010655e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 199757 members 
Entering Unmasked Estep 
Score: -20106558.000000 Penalty: 3633.363770
	Iteration 58Q: 3 clusters Score -2.010656e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 199758 members 
Entering Unmasked Estep 
Score: -20106556.000000 Penalty: 3633.363770
	Iteration 59Q: 3 clusters Score -2.010656e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 199759 members 
Entering Unmasked Estep 
Score: -20106556.000000 Penalty: 3633.363770
	Iteration 60F: 3 clusters Score -2.010656e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 199760 members 
Entering Unmasked Estep 
Score: -20106552.000000 Penalty: 3633.363770
	Iteration 61Q: 3 clusters Score -2.010655e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 199762 members 
Entering Unmasked Estep 
Score: -20106548.000000 Penalty: 3633.363770
	Iteration 62Q: 3 clusters Score -2.010655e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 199764 members 
Entering Unmasked Estep 
Score: -20106544.000000 Penalty: 3633.363770
	Iteration 63Q: 3 clusters Score -2.010654e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 199764 members 
Entering Unmasked Estep 
Score: -20106550.000000 Penalty: 3633.363770
	Iteration 64Q: 3 clusters Score -2.010655e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 199765 members 
Entering Unmasked Estep 
Score: -20106546.000000 Penalty: 3633.363770
	Iteration 65Q: 3 clusters Score -2.010655e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 199769 members 
Entering Unmasked Estep 
Score: -20106552.000000 Penalty: 3633.363770
	Iteration 66Q: 3 clusters Score -2.010655e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 199770 members 
Entering Unmasked Estep 
Score: -20106566.000000 Penalty: 3633.363770
	Iteration 67Q: 3 clusters Score -2.010657e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 199769 members 
Entering Unmasked Estep 
Score: -20106552.000000 Penalty: 3633.363770
	Iteration 68Q: 3 clusters Score -2.010655e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 199769 members 
Entering Unmasked Estep 
Score: -20106562.000000 Penalty: 3633.363770
	Iteration 69Q: 3 clusters Score -2.010656e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 199771 members 
Entering Unmasked Estep 
Score: -20106568.000000 Penalty: 3633.363770
	Iteration 70Q: 3 clusters Score -2.010657e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 199772 members 
Entering Unmasked Estep 
Score: -20106562.000000 Penalty: 3633.363770
	Iteration 71Q: 3 clusters Score -2.010656e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 199773 members 
Entering Unmasked Estep 
Score: -20106566.000000 Penalty: 3633.363770
	Iteration 72Q: 3 clusters Score -2.010657e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 199772 members 
Entering Unmasked Estep 
Score: -20106566.000000 Penalty: 3633.363770
	Iteration 73Q: 3 clusters Score -2.010657e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 199772 members 
Entering Unmasked Estep 
Score: -20106578.000000 Penalty: 3633.363770
	Iteration 74Q: 3 clusters Score -2.010658e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 199771 members 
Entering Unmasked Estep 
Score: -20106570.000000 Penalty: 3633.363770
	Iteration 75Q: 3 clusters Score -2.010657e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 199771 members 
Entering Unmasked Estep 
Score: -20106570.000000 Penalty: 3633.363770
	Iteration 76F: 3 clusters Score -2.010657e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (36108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36108 members 
Entering Unmasked Estep 
Score: -3636034.000000 Penalty: 1561.547363
	Iteration 0F: 2 clusters Score -3636034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -3612515.000000 Penalty: 3123.094727
	Iteration 0F: 3 clusters Score -3612515 nChanged 16432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -3622044.250000 Penalty: 3123.094727
	Iteration 1F: 3 clusters Score -3622044 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -3622902.000000 Penalty: 3123.094727
	Iteration 2F: 3 clusters Score -3622902 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -3623936.500000 Penalty: 3123.094727
	Iteration 3F: 3 clusters Score -3623936 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -3625158.750000 Penalty: 3123.094727
	Iteration 4F: 3 clusters Score -3625159 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -3626532.000000 Penalty: 3123.094727
	Iteration 5F: 3 clusters Score -3626532 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26332 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -3627969.500000 Penalty: 3123.094727
	Iteration 6F: 3 clusters Score -3627970 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28142 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -3629437.500000 Penalty: 3123.094727
	Iteration 7F: 3 clusters Score -3629438 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29834 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -3630896.500000 Penalty: 3123.094727
	Iteration 8F: 3 clusters Score -3630896 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31266 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -3632164.750000 Penalty: 3123.094727
	Iteration 9Q: 3 clusters Score -3632165 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32367 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -3633207.750000 Penalty: 3123.094727
	Iteration 10Q: 3 clusters Score -3633208 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33082 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -3633974.250000 Penalty: 3123.094727
	Iteration 11Q: 3 clusters Score -3633974 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33498 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -3634493.500000 Penalty: 3123.094727
	Iteration 12Q: 3 clusters Score -3634494 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33712 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -3634835.750000 Penalty: 3123.094727
	Iteration 13Q: 3 clusters Score -3634836 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33805 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -3635023.000000 Penalty: 3123.094727
	Iteration 14Q: 3 clusters Score -3635023 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33827 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -3635125.500000 Penalty: 3123.094727
	Iteration 15Q: 3 clusters Score -3635126 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33820 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -3635192.250000 Penalty: 3123.094727
	Iteration 16Q: 3 clusters Score -3635192 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33804 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -3635226.000000 Penalty: 3123.094727
	Iteration 17Q: 3 clusters Score -3635226 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33786 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -3635264.750000 Penalty: 3123.094727
	Iteration 18Q: 3 clusters Score -3635265 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -3635290.750000 Penalty: 3123.094727
	Iteration 19Q: 3 clusters Score -3635291 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33721 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -3635306.500000 Penalty: 3123.094727
	Iteration 20F: 3 clusters Score -3635306 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33693 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -3635334.500000 Penalty: 3123.094727
	Iteration 21Q: 3 clusters Score -3635334 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33666 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -3635336.000000 Penalty: 3123.094727
	Iteration 22Q: 3 clusters Score -3635336 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33647 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -3635347.750000 Penalty: 3123.094727
	Iteration 23Q: 3 clusters Score -3635348 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33634 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -3635360.500000 Penalty: 3123.094727
	Iteration 24Q: 3 clusters Score -3635360 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33620 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -3635371.500000 Penalty: 3123.094727
	Iteration 25Q: 3 clusters Score -3635372 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33600 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -3635380.000000 Penalty: 3123.094727
	Iteration 26Q: 3 clusters Score -3635380 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33578 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -3635386.750000 Penalty: 3123.094727
	Iteration 27Q: 3 clusters Score -3635387 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33558 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -3635390.000000 Penalty: 3123.094727
	Iteration 28Q: 3 clusters Score -3635390 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33544 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -3635408.750000 Penalty: 3123.094727
	Iteration 29Q: 3 clusters Score -3635409 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33533 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -3635409.750000 Penalty: 3123.094727
	Iteration 30Q: 3 clusters Score -3635410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33523 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -3635407.500000 Penalty: 3123.094727
	Iteration 31Q: 3 clusters Score -3635408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33519 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -3635405.000000 Penalty: 3123.094727
	Iteration 32Q: 3 clusters Score -3635405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33514 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -3635405.250000 Penalty: 3123.094727
	Iteration 33Q: 3 clusters Score -3635405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33511 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -3635408.000000 Penalty: 3123.094727
	Iteration 34Q: 3 clusters Score -3635408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33510 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -3635407.250000 Penalty: 3123.094727
	Iteration 35Q: 3 clusters Score -3635407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33510 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -3635407.250000 Penalty: 3123.094727
	Iteration 36F: 3 clusters Score -3635407 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Entering Unmasked Estep 
Score: -179878.625000 Penalty: 1126.864990
	Iteration 0F: 2 clusters Score -179878.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -178068.906250 Penalty: 2253.729980
	Iteration 0F: 3 clusters Score -178068.9 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -178551.296875 Penalty: 2253.729980
	Iteration 1F: 3 clusters Score -178551.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -178733.718750 Penalty: 2253.729980
	Iteration 2F: 3 clusters Score -178733.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -178872.718750 Penalty: 2253.729980
	Iteration 3F: 3 clusters Score -178872.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -179002.625000 Penalty: 2253.729980
	Iteration 4F: 3 clusters Score -179002.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -179139.890625 Penalty: 2253.729980
	Iteration 5Q: 3 clusters Score -179139.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -179291.062500 Penalty: 2253.729980
	Iteration 6Q: 3 clusters Score -179291.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -179411.312500 Penalty: 2253.729980
	Iteration 7Q: 3 clusters Score -179411.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -179509.968750 Penalty: 2253.729980
	Iteration 8Q: 3 clusters Score -179510 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -179579.140625 Penalty: 2253.729980
	Iteration 9Q: 3 clusters Score -179579.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -179625.328125 Penalty: 2253.729980
	Iteration 10Q: 3 clusters Score -179625.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -179667.515625 Penalty: 2253.729980
	Iteration 11Q: 3 clusters Score -179667.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -179695.906250 Penalty: 2253.729980
	Iteration 12Q: 3 clusters Score -179695.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -179713.171875 Penalty: 2253.729980
	Iteration 13Q: 3 clusters Score -179713.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -179727.531250 Penalty: 2253.729980
	Iteration 14Q: 3 clusters Score -179727.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -179743.984375 Penalty: 2253.729980
	Iteration 15Q: 3 clusters Score -179744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -179758.281250 Penalty: 2253.729980
	Iteration 16Q: 3 clusters Score -179758.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -179780.218750 Penalty: 2253.729980
	Iteration 17Q: 3 clusters Score -179780.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -179790.203125 Penalty: 2253.729980
	Iteration 18Q: 3 clusters Score -179790.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -179798.828125 Penalty: 2253.729980
	Iteration 19Q: 3 clusters Score -179798.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -179804.734375 Penalty: 2253.729980
	Iteration 20F: 3 clusters Score -179804.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -179813.781250 Penalty: 2253.729980
	Iteration 21Q: 3 clusters Score -179813.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -179819.078125 Penalty: 2253.729980
	Iteration 22Q: 3 clusters Score -179819.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -179824.031250 Penalty: 2253.729980
	Iteration 23Q: 3 clusters Score -179824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -179827.750000 Penalty: 2253.729980
	Iteration 24Q: 3 clusters Score -179827.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -179830.015625 Penalty: 2253.729980
	Iteration 25Q: 3 clusters Score -179830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -179833.265625 Penalty: 2253.729980
	Iteration 26Q: 3 clusters Score -179833.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -179838.656250 Penalty: 2253.729980
	Iteration 27Q: 3 clusters Score -179838.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -179843.125000 Penalty: 2253.729980
	Iteration 28Q: 3 clusters Score -179843.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -179844.812500 Penalty: 2253.729980
	Iteration 29Q: 3 clusters Score -179844.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -179847.218750 Penalty: 2253.729980
	Iteration 30Q: 3 clusters Score -179847.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -179849.062500 Penalty: 2253.729980
	Iteration 31Q: 3 clusters Score -179849.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -179849.062500 Penalty: 2253.729980
	Iteration 32F: 3 clusters Score -179849.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Entering Unmasked Estep 
Score: -626785.562500 Penalty: 1306.191895
	Iteration 0F: 2 clusters Score -626785.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -622207.062500 Penalty: 2612.383789
	Iteration 0F: 3 clusters Score -622207.1 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -623615.187500 Penalty: 2612.383789
	Iteration 1F: 3 clusters Score -623615.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -623883.750000 Penalty: 2612.383789
	Iteration 2F: 3 clusters Score -623883.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -624055.875000 Penalty: 2612.383789
	Iteration 3F: 3 clusters Score -624055.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -624171.375000 Penalty: 2612.383789
	Iteration 4Q: 3 clusters Score -624171.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -624258.750000 Penalty: 2612.383789
	Iteration 5Q: 3 clusters Score -624258.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -624340.437500 Penalty: 2612.383789
	Iteration 6Q: 3 clusters Score -624340.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -624403.187500 Penalty: 2612.383789
	Iteration 7Q: 3 clusters Score -624403.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -624469.812500 Penalty: 2612.383789
	Iteration 8Q: 3 clusters Score -624469.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -624546.437500 Penalty: 2612.383789
	Iteration 9Q: 3 clusters Score -624546.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -624618.437500 Penalty: 2612.383789
	Iteration 10Q: 3 clusters Score -624618.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -624686.687500 Penalty: 2612.383789
	Iteration 11Q: 3 clusters Score -624686.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -624761.187500 Penalty: 2612.383789
	Iteration 12Q: 3 clusters Score -624761.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -624835.062500 Penalty: 2612.383789
	Iteration 13Q: 3 clusters Score -624835.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -624902.625000 Penalty: 2612.383789
	Iteration 14Q: 3 clusters Score -624902.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -624979.562500 Penalty: 2612.383789
	Iteration 15Q: 3 clusters Score -624979.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -625063.437500 Penalty: 2612.383789
	Iteration 16Q: 3 clusters Score -625063.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -625147.250000 Penalty: 2612.383789
	Iteration 17Q: 3 clusters Score -625147.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -625201.937500 Penalty: 2612.383789
	Iteration 18Q: 3 clusters Score -625201.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -625250.250000 Penalty: 2612.383789
	Iteration 19Q: 3 clusters Score -625250.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -625293.625000 Penalty: 2612.383789
	Iteration 20F: 3 clusters Score -625293.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -625330.812500 Penalty: 2612.383789
	Iteration 21Q: 3 clusters Score -625330.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -625373.250000 Penalty: 2612.383789
	Iteration 22Q: 3 clusters Score -625373.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -625413.937500 Penalty: 2612.383789
	Iteration 23Q: 3 clusters Score -625413.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -625449.187500 Penalty: 2612.383789
	Iteration 24Q: 3 clusters Score -625449.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -625473.625000 Penalty: 2612.383789
	Iteration 25Q: 3 clusters Score -625473.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -625491.500000 Penalty: 2612.383789
	Iteration 26Q: 3 clusters Score -625491.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -625502.625000 Penalty: 2612.383789
	Iteration 27Q: 3 clusters Score -625502.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -625516.812500 Penalty: 2612.383789
	Iteration 28Q: 3 clusters Score -625516.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -625531.500000 Penalty: 2612.383789
	Iteration 29Q: 3 clusters Score -625531.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -625541.875000 Penalty: 2612.383789
	Iteration 30Q: 3 clusters Score -625541.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -625548.625000 Penalty: 2612.383789
	Iteration 31Q: 3 clusters Score -625548.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -625552.500000 Penalty: 2612.383789
	Iteration 32Q: 3 clusters Score -625552.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -625555.250000 Penalty: 2612.383789
	Iteration 33Q: 3 clusters Score -625555.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -625556.687500 Penalty: 2612.383789
	Iteration 34Q: 3 clusters Score -625556.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -625556.812500 Penalty: 2612.383789
	Iteration 35Q: 3 clusters Score -625556.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -625556.375000 Penalty: 2612.383789
	Iteration 36Q: 3 clusters Score -625556.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -625556.375000 Penalty: 2612.383789
	Iteration 37Q: 3 clusters Score -625556.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -625556.375000 Penalty: 2612.383789
	Iteration 38F: 3 clusters Score -625556.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Entering Unmasked Estep 
Score: -152652.953125 Penalty: 1117.877563
	Iteration 0F: 2 clusters Score -152653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -150900.640625 Penalty: 2235.755127
	Iteration 0F: 3 clusters Score -150900.6 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -151380.750000 Penalty: 2235.755127
	Iteration 1F: 3 clusters Score -151380.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -151638.125000 Penalty: 2235.755127
	Iteration 2F: 3 clusters Score -151638.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -151882.109375 Penalty: 2235.755127
	Iteration 3F: 3 clusters Score -151882.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -152078.328125 Penalty: 2235.755127
	Iteration 4F: 3 clusters Score -152078.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -152257.437500 Penalty: 2235.755127
	Iteration 5F: 3 clusters Score -152257.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -152382.671875 Penalty: 2235.755127
	Iteration 6Q: 3 clusters Score -152382.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -152474.640625 Penalty: 2235.755127
	Iteration 7Q: 3 clusters Score -152474.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -152538.281250 Penalty: 2235.755127
	Iteration 8Q: 3 clusters Score -152538.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -152597.156250 Penalty: 2235.755127
	Iteration 9Q: 3 clusters Score -152597.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -152641.875000 Penalty: 2235.755127
	Iteration 10Q: 3 clusters Score -152641.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -152675.515625 Penalty: 2235.755127
	Iteration 11Q: 3 clusters Score -152675.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -152694.671875 Penalty: 2235.755127
	Iteration 12Q: 3 clusters Score -152694.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -152706.156250 Penalty: 2235.755127
	Iteration 13Q: 3 clusters Score -152706.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -152715.171875 Penalty: 2235.755127
	Iteration 14Q: 3 clusters Score -152715.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -152727.421875 Penalty: 2235.755127
	Iteration 15Q: 3 clusters Score -152727.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -152736.109375 Penalty: 2235.755127
	Iteration 16Q: 3 clusters Score -152736.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -152738.000000 Penalty: 2235.755127
	Iteration 17Q: 3 clusters Score -152738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -152738.875000 Penalty: 2235.755127
	Iteration 18Q: 3 clusters Score -152738.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -152740.390625 Penalty: 2235.755127
	Iteration 19Q: 3 clusters Score -152740.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -152741.281250 Penalty: 2235.755127
	Iteration 20F: 3 clusters Score -152741.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61640 members 
Mstep: Class 2 contains 10207 members 
Mstep: Class 3 contains 6958 members 
Mstep: Class 4 contains 48222 members 
Mstep: Class 5 contains 8796 members 
Mstep: Class 6 contains 11500 members 
Mstep: Class 7 contains 58260 members 
Mstep: Class 8 contains 11055 members 
Mstep: Class 9 contains 11160 members 
Mstep: Class 10 contains 11433 members 
Mstep: Class 11 contains 10416 members 
Mstep: Class 12 contains 7360 members 
Mstep: Class 13 contains 19064 members 
Mstep: Class 14 contains 37823 members 
Mstep: Class 15 contains 17004 members 
Mstep: Class 16 contains 23992 members 
Mstep: Class 17 contains 28724 members 
Mstep: Class 18 contains 19941 members 
Mstep: Class 19 contains 1486 members 
Mstep: Class 20 contains 200563 members 
Mstep: Class 21 contains 36108 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 6491 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 35574 members 
Mstep: Class 26 contains 6428 members 
Mstep: Class 27 contains 14680 members 
Mstep: Class 28 contains 21029 members 
Mstep: Class 29 contains 37641 members 
Mstep: Class 30 contains 17535 members 
Mstep: Class 31 contains 8936 members 
Mstep: Class 32 contains 1040 members 
Mstep: Class 33 contains 8067 members 
Mstep: Class 34 contains 3981 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 2543 members 
Mstep: Class 37 contains 4198 members 
Mstep: Class 38 contains 3357 members 
Mstep: Class 39 contains 33430 members 
Mstep: Class 40 contains 18282 members 
Mstep: Class 41 contains 16075 members 
Mstep: Class 42 contains 3053 members 
Mstep: Class 43 contains 2657 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 2003 members 
Mstep: Class 46 contains 1922 members 
Mstep: Class 47 contains 745 members 
Entering Unmasked Estep 
Score: -88117824.000000 Penalty: 95881.820312
Splitting cluster 24 changes total score from -88118456.000000 to -88117824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (35574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35574 members 
Entering Unmasked Estep 
Score: -3698203.000000 Penalty: 1559.330322
	Iteration 0F: 2 clusters Score -3698203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -3674963.500000 Penalty: 3118.660645
	Iteration 0F: 3 clusters Score -3674964 nChanged 16221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -3684113.750000 Penalty: 3118.660645
	Iteration 1F: 3 clusters Score -3684114 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -3684752.000000 Penalty: 3118.660645
	Iteration 2F: 3 clusters Score -3684752 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -3685482.750000 Penalty: 3118.660645
	Iteration 3Q: 3 clusters Score -3685483 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -3686381.750000 Penalty: 3118.660645
	Iteration 4F: 3 clusters Score -3686382 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -3687561.250000 Penalty: 3118.660645
	Iteration 5F: 3 clusters Score -3687561 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -3688975.500000 Penalty: 3118.660645
	Iteration 6F: 3 clusters Score -3688976 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -3690364.000000 Penalty: 3118.660645
	Iteration 7F: 3 clusters Score -3690364 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -3691672.000000 Penalty: 3118.660645
	Iteration 8F: 3 clusters Score -3691672 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -3692827.750000 Penalty: 3118.660645
	Iteration 9Q: 3 clusters Score -3692828 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -3693680.250000 Penalty: 3118.660645
	Iteration 10Q: 3 clusters Score -3693680 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -3694192.000000 Penalty: 3118.660645
	Iteration 11Q: 3 clusters Score -3694192 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -3694469.250000 Penalty: 3118.660645
	Iteration 12Q: 3 clusters Score -3694469 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -3694614.750000 Penalty: 3118.660645
	Iteration 13Q: 3 clusters Score -3694615 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -3694712.750000 Penalty: 3118.660645
	Iteration 14Q: 3 clusters Score -3694713 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -3694793.500000 Penalty: 3118.660645
	Iteration 15Q: 3 clusters Score -3694794 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -3694850.750000 Penalty: 3118.660645
	Iteration 16Q: 3 clusters Score -3694851 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -3694908.750000 Penalty: 3118.660645
	Iteration 17Q: 3 clusters Score -3694909 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -3694946.250000 Penalty: 3118.660645
	Iteration 18Q: 3 clusters Score -3694946 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -3694981.750000 Penalty: 3118.660645
	Iteration 19Q: 3 clusters Score -3694982 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -3695011.000000 Penalty: 3118.660645
	Iteration 20F: 3 clusters Score -3695011 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -3695042.000000 Penalty: 3118.660645
	Iteration 21Q: 3 clusters Score -3695042 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -3695076.250000 Penalty: 3118.660645
	Iteration 22Q: 3 clusters Score -3695076 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -3695107.000000 Penalty: 3118.660645
	Iteration 23Q: 3 clusters Score -3695107 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -3695149.000000 Penalty: 3118.660645
	Iteration 24Q: 3 clusters Score -3695149 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -3695177.500000 Penalty: 3118.660645
	Iteration 25Q: 3 clusters Score -3695178 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -3695202.750000 Penalty: 3118.660645
	Iteration 26Q: 3 clusters Score -3695203 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -3695210.000000 Penalty: 3118.660645
	Iteration 27Q: 3 clusters Score -3695210 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -3695214.750000 Penalty: 3118.660645
	Iteration 28Q: 3 clusters Score -3695215 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -3695240.250000 Penalty: 3118.660645
	Iteration 29Q: 3 clusters Score -3695240 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -3695269.500000 Penalty: 3118.660645
	Iteration 30Q: 3 clusters Score -3695270 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -3695281.750000 Penalty: 3118.660645
	Iteration 31Q: 3 clusters Score -3695282 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -3695304.500000 Penalty: 3118.660645
	Iteration 32Q: 3 clusters Score -3695304 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -3695339.250000 Penalty: 3118.660645
	Iteration 33Q: 3 clusters Score -3695339 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -3695353.000000 Penalty: 3118.660645
	Iteration 34Q: 3 clusters Score -3695353 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -3695368.250000 Penalty: 3118.660645
	Iteration 35Q: 3 clusters Score -3695368 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -3695388.250000 Penalty: 3118.660645
	Iteration 36Q: 3 clusters Score -3695388 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -3695417.750000 Penalty: 3118.660645
	Iteration 37Q: 3 clusters Score -3695418 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -3695452.250000 Penalty: 3118.660645
	Iteration 38Q: 3 clusters Score -3695452 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 20388 members 
Entering Unmasked Estep 
Score: -3695504.750000 Penalty: 3118.660645
	Iteration 39Q: 3 clusters Score -3695505 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -3695540.500000 Penalty: 3118.660645
	Iteration 40F: 3 clusters Score -3695540 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -3695584.500000 Penalty: 3118.660645
	Iteration 41Q: 3 clusters Score -3695584 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -3695626.750000 Penalty: 3118.660645
	Iteration 42Q: 3 clusters Score -3695627 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -3695674.750000 Penalty: 3118.660645
	Iteration 43Q: 3 clusters Score -3695675 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -3695718.750000 Penalty: 3118.660645
	Iteration 44Q: 3 clusters Score -3695719 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -3695791.000000 Penalty: 3118.660645
	Iteration 45Q: 3 clusters Score -3695791 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 21946 members 
Entering Unmasked Estep 
Score: -3695834.750000 Penalty: 3118.660645
	Iteration 46Q: 3 clusters Score -3695835 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -3695856.250000 Penalty: 3118.660645
	Iteration 47Q: 3 clusters Score -3695856 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 22350 members 
Entering Unmasked Estep 
Score: -3695905.750000 Penalty: 3118.660645
	Iteration 48Q: 3 clusters Score -3695906 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -3695950.500000 Penalty: 3118.660645
	Iteration 49Q: 3 clusters Score -3695950 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -3696001.500000 Penalty: 3118.660645
	Iteration 50Q: 3 clusters Score -3696002 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 23039 members 
Entering Unmasked Estep 
Score: -3696046.750000 Penalty: 3118.660645
	Iteration 51Q: 3 clusters Score -3696047 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -3696068.000000 Penalty: 3118.660645
	Iteration 52Q: 3 clusters Score -3696068 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -3696113.750000 Penalty: 3118.660645
	Iteration 53Q: 3 clusters Score -3696114 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -3696127.500000 Penalty: 3118.660645
	Iteration 54Q: 3 clusters Score -3696128 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -3696149.750000 Penalty: 3118.660645
	Iteration 55Q: 3 clusters Score -3696150 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 23905 members 
Entering Unmasked Estep 
Score: -3696168.750000 Penalty: 3118.660645
	Iteration 56Q: 3 clusters Score -3696169 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -3696190.500000 Penalty: 3118.660645
	Iteration 57Q: 3 clusters Score -3696190 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -3696209.750000 Penalty: 3118.660645
	Iteration 58Q: 3 clusters Score -3696210 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
Score: -3696221.250000 Penalty: 3118.660645
	Iteration 59Q: 3 clusters Score -3696221 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
Score: -3696214.750000 Penalty: 3118.660645
	Iteration 60F: 3 clusters Score -3696215 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -3696245.000000 Penalty: 3118.660645
	Iteration 61Q: 3 clusters Score -3696245 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
Score: -3696262.500000 Penalty: 3118.660645
	Iteration 62Q: 3 clusters Score -3696262 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 24794 members 
Entering Unmasked Estep 
Score: -3696278.750000 Penalty: 3118.660645
	Iteration 63Q: 3 clusters Score -3696279 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 24905 members 
Entering Unmasked Estep 
Score: -3696285.000000 Penalty: 3118.660645
	Iteration 64Q: 3 clusters Score -3696285 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 25006 members 
Entering Unmasked Estep 
Score: -3696298.000000 Penalty: 3118.660645
	Iteration 65Q: 3 clusters Score -3696298 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 25080 members 
Entering Unmasked Estep 
Score: -3696299.500000 Penalty: 3118.660645
	Iteration 66Q: 3 clusters Score -3696300 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 25153 members 
Entering Unmasked Estep 
Score: -3696302.250000 Penalty: 3118.660645
	Iteration 67Q: 3 clusters Score -3696302 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -3696314.000000 Penalty: 3118.660645
	Iteration 68Q: 3 clusters Score -3696314 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 25297 members 
Entering Unmasked Estep 
Score: -3696320.000000 Penalty: 3118.660645
	Iteration 69Q: 3 clusters Score -3696320 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 25355 members 
Entering Unmasked Estep 
Score: -3696328.750000 Penalty: 3118.660645
	Iteration 70Q: 3 clusters Score -3696329 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 25416 members 
Entering Unmasked Estep 
Score: -3696332.750000 Penalty: 3118.660645
	Iteration 71Q: 3 clusters Score -3696333 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -3696336.250000 Penalty: 3118.660645
	Iteration 72Q: 3 clusters Score -3696336 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -3696335.250000 Penalty: 3118.660645
	Iteration 73Q: 3 clusters Score -3696335 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 25533 members 
Entering Unmasked Estep 
Score: -3696334.750000 Penalty: 3118.660645
	Iteration 74Q: 3 clusters Score -3696335 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -3696341.500000 Penalty: 3118.660645
	Iteration 75Q: 3 clusters Score -3696342 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 25615 members 
Entering Unmasked Estep 
Score: -3696344.500000 Penalty: 3118.660645
	Iteration 76Q: 3 clusters Score -3696344 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 25656 members 
Entering Unmasked Estep 
Score: -3696342.250000 Penalty: 3118.660645
	Iteration 77Q: 3 clusters Score -3696342 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 25699 members 
Entering Unmasked Estep 
Score: -3696345.250000 Penalty: 3118.660645
	Iteration 78Q: 3 clusters Score -3696345 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 25734 members 
Entering Unmasked Estep 
Score: -3696348.000000 Penalty: 3118.660645
	Iteration 79Q: 3 clusters Score -3696348 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -3696349.750000 Penalty: 3118.660645
	Iteration 80F: 3 clusters Score -3696350 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 25809 members 
Entering Unmasked Estep 
Score: -3696348.250000 Penalty: 3118.660645
	Iteration 81Q: 3 clusters Score -3696348 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 25841 members 
Entering Unmasked Estep 
Score: -3696362.750000 Penalty: 3118.660645
	Iteration 82Q: 3 clusters Score -3696363 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 25878 members 
Entering Unmasked Estep 
Score: -3696375.750000 Penalty: 3118.660645
	Iteration 83Q: 3 clusters Score -3696376 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
Score: -3696369.750000 Penalty: 3118.660645
	Iteration 84Q: 3 clusters Score -3696370 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 25952 members 
Entering Unmasked Estep 
Score: -3696376.750000 Penalty: 3118.660645
	Iteration 85Q: 3 clusters Score -3696377 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 25990 members 
Entering Unmasked Estep 
Score: -3696372.250000 Penalty: 3118.660645
	Iteration 86Q: 3 clusters Score -3696372 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 26022 members 
Entering Unmasked Estep 
Score: -3696382.000000 Penalty: 3118.660645
	Iteration 87Q: 3 clusters Score -3696382 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 26060 members 
Entering Unmasked Estep 
Score: -3696380.000000 Penalty: 3118.660645
	Iteration 88Q: 3 clusters Score -3696380 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 26098 members 
Entering Unmasked Estep 
Score: -3696390.000000 Penalty: 3118.660645
	Iteration 89Q: 3 clusters Score -3696390 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 26134 members 
Entering Unmasked Estep 
Score: -3696401.500000 Penalty: 3118.660645
	Iteration 90Q: 3 clusters Score -3696402 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 26167 members 
Entering Unmasked Estep 
Score: -3696394.000000 Penalty: 3118.660645
	Iteration 91Q: 3 clusters Score -3696394 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 26203 members 
Entering Unmasked Estep 
Score: -3696401.500000 Penalty: 3118.660645
	Iteration 92Q: 3 clusters Score -3696402 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 26240 members 
Entering Unmasked Estep 
Score: -3696404.750000 Penalty: 3118.660645
	Iteration 93Q: 3 clusters Score -3696405 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 26269 members 
Entering Unmasked Estep 
Score: -3696413.750000 Penalty: 3118.660645
	Iteration 94Q: 3 clusters Score -3696414 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
Score: -3696418.500000 Penalty: 3118.660645
	Iteration 95Q: 3 clusters Score -3696418 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 26318 members 
Entering Unmasked Estep 
Score: -3696419.500000 Penalty: 3118.660645
	Iteration 96Q: 3 clusters Score -3696420 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 26345 members 
Entering Unmasked Estep 
Score: -3696417.000000 Penalty: 3118.660645
	Iteration 97Q: 3 clusters Score -3696417 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 26374 members 
Entering Unmasked Estep 
Score: -3696423.750000 Penalty: 3118.660645
	Iteration 98Q: 3 clusters Score -3696424 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 26403 members 
Entering Unmasked Estep 
Score: -3696422.250000 Penalty: 3118.660645
	Iteration 99Q: 3 clusters Score -3696422 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 26437 members 
Entering Unmasked Estep 
Score: -3696421.750000 Penalty: 3118.660645
	Iteration 100F: 3 clusters Score -3696422 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 26472 members 
Entering Unmasked Estep 
Score: -3696421.750000 Penalty: 3118.660645
	Iteration 101Q: 3 clusters Score -3696422 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 26515 members 
Entering Unmasked Estep 
Score: -3696439.250000 Penalty: 3118.660645
	Iteration 102Q: 3 clusters Score -3696439 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 26554 members 
Entering Unmasked Estep 
Score: -3696438.250000 Penalty: 3118.660645
	Iteration 103Q: 3 clusters Score -3696438 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -3696442.750000 Penalty: 3118.660645
	Iteration 104Q: 3 clusters Score -3696443 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 26625 members 
Entering Unmasked Estep 
Score: -3696453.500000 Penalty: 3118.660645
	Iteration 105Q: 3 clusters Score -3696454 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 26659 members 
Entering Unmasked Estep 
Score: -3696466.750000 Penalty: 3118.660645
	Iteration 106Q: 3 clusters Score -3696467 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 26695 members 
Entering Unmasked Estep 
Score: -3696461.750000 Penalty: 3118.660645
	Iteration 107Q: 3 clusters Score -3696462 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 26731 members 
Entering Unmasked Estep 
Score: -3696462.000000 Penalty: 3118.660645
	Iteration 108Q: 3 clusters Score -3696462 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 26763 members 
Entering Unmasked Estep 
Score: -3696466.250000 Penalty: 3118.660645
	Iteration 109Q: 3 clusters Score -3696466 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 26787 members 
Entering Unmasked Estep 
Score: -3696463.750000 Penalty: 3118.660645
	Iteration 110Q: 3 clusters Score -3696464 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 26814 members 
Entering Unmasked Estep 
Score: -3696466.500000 Penalty: 3118.660645
	Iteration 111Q: 3 clusters Score -3696466 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
Score: -3696469.000000 Penalty: 3118.660645
	Iteration 112Q: 3 clusters Score -3696469 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 26898 members 
Entering Unmasked Estep 
Score: -3696476.500000 Penalty: 3118.660645
	Iteration 113Q: 3 clusters Score -3696476 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 26940 members 
Entering Unmasked Estep 
Score: -3696476.750000 Penalty: 3118.660645
	Iteration 114Q: 3 clusters Score -3696477 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 26980 members 
Entering Unmasked Estep 
Score: -3696468.000000 Penalty: 3118.660645
	Iteration 115Q: 3 clusters Score -3696468 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 27018 members 
Entering Unmasked Estep 
Score: -3696473.500000 Penalty: 3118.660645
	Iteration 116Q: 3 clusters Score -3696474 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 27056 members 
Entering Unmasked Estep 
Score: -3696470.500000 Penalty: 3118.660645
	Iteration 117Q: 3 clusters Score -3696470 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 27097 members 
Entering Unmasked Estep 
Score: -3696476.750000 Penalty: 3118.660645
	Iteration 118Q: 3 clusters Score -3696477 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 27135 members 
Entering Unmasked Estep 
Score: -3696484.500000 Penalty: 3118.660645
	Iteration 119Q: 3 clusters Score -3696484 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 27172 members 
Entering Unmasked Estep 
Score: -3696495.250000 Penalty: 3118.660645
	Iteration 120F: 3 clusters Score -3696495 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 27203 members 
Entering Unmasked Estep 
Score: -3696492.250000 Penalty: 3118.660645
	Iteration 121Q: 3 clusters Score -3696492 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 27229 members 
Entering Unmasked Estep 
Score: -3696490.250000 Penalty: 3118.660645
	Iteration 122Q: 3 clusters Score -3696490 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 27253 members 
Entering Unmasked Estep 
Score: -3696497.000000 Penalty: 3118.660645
	Iteration 123Q: 3 clusters Score -3696497 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 27283 members 
Entering Unmasked Estep 
Score: -3696501.500000 Penalty: 3118.660645
	Iteration 124Q: 3 clusters Score -3696502 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 27312 members 
Entering Unmasked Estep 
Score: -3696507.000000 Penalty: 3118.660645
	Iteration 125Q: 3 clusters Score -3696507 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 27343 members 
Entering Unmasked Estep 
Score: -3696514.750000 Penalty: 3118.660645
	Iteration 126Q: 3 clusters Score -3696515 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 27368 members 
Entering Unmasked Estep 
Score: -3696515.750000 Penalty: 3118.660645
	Iteration 127Q: 3 clusters Score -3696516 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 27392 members 
Entering Unmasked Estep 
Score: -3696522.250000 Penalty: 3118.660645
	Iteration 128Q: 3 clusters Score -3696522 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 27417 members 
Entering Unmasked Estep 
Score: -3696519.250000 Penalty: 3118.660645
	Iteration 129Q: 3 clusters Score -3696519 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 27445 members 
Entering Unmasked Estep 
Score: -3696520.500000 Penalty: 3118.660645
	Iteration 130Q: 3 clusters Score -3696520 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 27472 members 
Entering Unmasked Estep 
Score: -3696529.250000 Penalty: 3118.660645
	Iteration 131Q: 3 clusters Score -3696529 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -3696528.000000 Penalty: 3118.660645
	Iteration 132Q: 3 clusters Score -3696528 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 27527 members 
Entering Unmasked Estep 
Score: -3696523.750000 Penalty: 3118.660645
	Iteration 133Q: 3 clusters Score -3696524 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
Score: -3696530.000000 Penalty: 3118.660645
	Iteration 134Q: 3 clusters Score -3696530 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 27599 members 
Entering Unmasked Estep 
Score: -3696523.000000 Penalty: 3118.660645
	Iteration 135Q: 3 clusters Score -3696523 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 27643 members 
Entering Unmasked Estep 
Score: -3696536.250000 Penalty: 3118.660645
	Iteration 136Q: 3 clusters Score -3696536 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 27688 members 
Entering Unmasked Estep 
Score: -3696528.250000 Penalty: 3118.660645
	Iteration 137Q: 3 clusters Score -3696528 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 27735 members 
Entering Unmasked Estep 
Score: -3696533.250000 Penalty: 3118.660645
	Iteration 138Q: 3 clusters Score -3696533 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 27776 members 
Entering Unmasked Estep 
Score: -3696538.750000 Penalty: 3118.660645
	Iteration 139Q: 3 clusters Score -3696539 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 27825 members 
Entering Unmasked Estep 
Score: -3696543.750000 Penalty: 3118.660645
	Iteration 140F: 3 clusters Score -3696544 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 27879 members 
Entering Unmasked Estep 
Score: -3696558.250000 Penalty: 3118.660645
	Iteration 141Q: 3 clusters Score -3696558 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 27937 members 
Entering Unmasked Estep 
Score: -3696563.750000 Penalty: 3118.660645
	Iteration 142Q: 3 clusters Score -3696564 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 27988 members 
Entering Unmasked Estep 
Score: -3696566.750000 Penalty: 3118.660645
	Iteration 143Q: 3 clusters Score -3696567 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 28044 members 
Entering Unmasked Estep 
Score: -3696584.250000 Penalty: 3118.660645
	Iteration 144Q: 3 clusters Score -3696584 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 28095 members 
Entering Unmasked Estep 
Score: -3696587.250000 Penalty: 3118.660645
	Iteration 145Q: 3 clusters Score -3696587 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 28146 members 
Entering Unmasked Estep 
Score: -3696589.750000 Penalty: 3118.660645
	Iteration 146Q: 3 clusters Score -3696590 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 28198 members 
Entering Unmasked Estep 
Score: -3696595.750000 Penalty: 3118.660645
	Iteration 147Q: 3 clusters Score -3696596 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 28252 members 
Entering Unmasked Estep 
Score: -3696602.750000 Penalty: 3118.660645
	Iteration 148Q: 3 clusters Score -3696603 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 28303 members 
Entering Unmasked Estep 
Score: -3696622.000000 Penalty: 3118.660645
	Iteration 149Q: 3 clusters Score -3696622 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 28355 members 
Entering Unmasked Estep 
Score: -3696627.250000 Penalty: 3118.660645
	Iteration 150Q: 3 clusters Score -3696627 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 28414 members 
Entering Unmasked Estep 
Score: -3696632.000000 Penalty: 3118.660645
	Iteration 151Q: 3 clusters Score -3696632 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 28474 members 
Entering Unmasked Estep 
Score: -3696640.500000 Penalty: 3118.660645
	Iteration 152Q: 3 clusters Score -3696640 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 28536 members 
Entering Unmasked Estep 
Score: -3696636.500000 Penalty: 3118.660645
	Iteration 153Q: 3 clusters Score -3696636 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 28611 members 
Entering Unmasked Estep 
Score: -3696653.750000 Penalty: 3118.660645
	Iteration 154Q: 3 clusters Score -3696654 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 28691 members 
Entering Unmasked Estep 
Score: -3696644.750000 Penalty: 3118.660645
	Iteration 155Q: 3 clusters Score -3696645 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 28760 members 
Entering Unmasked Estep 
Score: -3696663.000000 Penalty: 3118.660645
	Iteration 156Q: 3 clusters Score -3696663 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 28845 members 
Entering Unmasked Estep 
Score: -3696673.250000 Penalty: 3118.660645
	Iteration 157Q: 3 clusters Score -3696673 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 28943 members 
Entering Unmasked Estep 
Score: -3696688.250000 Penalty: 3118.660645
	Iteration 158Q: 3 clusters Score -3696688 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -3696707.750000 Penalty: 3118.660645
	Iteration 159Q: 3 clusters Score -3696708 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 29145 members 
Entering Unmasked Estep 
Score: -3696719.750000 Penalty: 3118.660645
	Iteration 160F: 3 clusters Score -3696720 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 29238 members 
Entering Unmasked Estep 
Score: -3696746.000000 Penalty: 3118.660645
	Iteration 161Q: 3 clusters Score -3696746 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 29341 members 
Entering Unmasked Estep 
Score: -3696790.500000 Penalty: 3118.660645
	Iteration 162Q: 3 clusters Score -3696790 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 29462 members 
Entering Unmasked Estep 
Score: -3696814.000000 Penalty: 3118.660645
	Iteration 163Q: 3 clusters Score -3696814 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 29576 members 
Entering Unmasked Estep 
Score: -3696832.000000 Penalty: 3118.660645
	Iteration 164Q: 3 clusters Score -3696832 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 29685 members 
Entering Unmasked Estep 
Score: -3696868.000000 Penalty: 3118.660645
	Iteration 165Q: 3 clusters Score -3696868 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 29799 members 
Entering Unmasked Estep 
Score: -3696894.750000 Penalty: 3118.660645
	Iteration 166Q: 3 clusters Score -3696895 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 29940 members 
Entering Unmasked Estep 
Score: -3696924.750000 Penalty: 3118.660645
	Iteration 167Q: 3 clusters Score -3696925 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 30078 members 
Entering Unmasked Estep 
Score: -3696935.250000 Penalty: 3118.660645
	Iteration 168Q: 3 clusters Score -3696935 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 30196 members 
Entering Unmasked Estep 
Score: -3696961.750000 Penalty: 3118.660645
	Iteration 169Q: 3 clusters Score -3696962 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 30299 members 
Entering Unmasked Estep 
Score: -3696978.000000 Penalty: 3118.660645
	Iteration 170Q: 3 clusters Score -3696978 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 30408 members 
Entering Unmasked Estep 
Score: -3696996.000000 Penalty: 3118.660645
	Iteration 171Q: 3 clusters Score -3696996 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 30517 members 
Entering Unmasked Estep 
Score: -3697013.750000 Penalty: 3118.660645
	Iteration 172Q: 3 clusters Score -3697014 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 30628 members 
Entering Unmasked Estep 
Score: -3697039.750000 Penalty: 3118.660645
	Iteration 173Q: 3 clusters Score -3697040 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 30744 members 
Entering Unmasked Estep 
Score: -3697074.750000 Penalty: 3118.660645
	Iteration 174Q: 3 clusters Score -3697075 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 30853 members 
Entering Unmasked Estep 
Score: -3697105.500000 Penalty: 3118.660645
	Iteration 175Q: 3 clusters Score -3697106 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 30975 members 
Entering Unmasked Estep 
Score: -3697138.250000 Penalty: 3118.660645
	Iteration 176Q: 3 clusters Score -3697138 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 31099 members 
Entering Unmasked Estep 
Score: -3697159.500000 Penalty: 3118.660645
	Iteration 177Q: 3 clusters Score -3697160 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 31214 members 
Entering Unmasked Estep 
Score: -3697188.750000 Penalty: 3118.660645
	Iteration 178Q: 3 clusters Score -3697189 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 31332 members 
Entering Unmasked Estep 
Score: -3697223.750000 Penalty: 3118.660645
	Iteration 179Q: 3 clusters Score -3697224 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 31455 members 
Entering Unmasked Estep 
Score: -3697231.500000 Penalty: 3118.660645
	Iteration 180F: 3 clusters Score -3697232 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 31562 members 
Entering Unmasked Estep 
Score: -3697267.750000 Penalty: 3118.660645
	Iteration 181Q: 3 clusters Score -3697268 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 31663 members 
Entering Unmasked Estep 
Score: -3697285.000000 Penalty: 3118.660645
	Iteration 182Q: 3 clusters Score -3697285 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 31743 members 
Entering Unmasked Estep 
Score: -3697305.500000 Penalty: 3118.660645
	Iteration 183Q: 3 clusters Score -3697306 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 31820 members 
Entering Unmasked Estep 
Score: -3697311.250000 Penalty: 3118.660645
	Iteration 184Q: 3 clusters Score -3697311 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 31880 members 
Entering Unmasked Estep 
Score: -3697322.500000 Penalty: 3118.660645
	Iteration 185Q: 3 clusters Score -3697322 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 31944 members 
Entering Unmasked Estep 
Score: -3697331.750000 Penalty: 3118.660645
	Iteration 186Q: 3 clusters Score -3697332 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 31995 members 
Entering Unmasked Estep 
Score: -3697347.250000 Penalty: 3118.660645
	Iteration 187Q: 3 clusters Score -3697347 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 32045 members 
Entering Unmasked Estep 
Score: -3697357.750000 Penalty: 3118.660645
	Iteration 188Q: 3 clusters Score -3697358 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 32089 members 
Entering Unmasked Estep 
Score: -3697360.250000 Penalty: 3118.660645
	Iteration 189Q: 3 clusters Score -3697360 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 32131 members 
Entering Unmasked Estep 
Score: -3697358.750000 Penalty: 3118.660645
	Iteration 190Q: 3 clusters Score -3697359 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 32162 members 
Entering Unmasked Estep 
Score: -3697368.500000 Penalty: 3118.660645
	Iteration 191Q: 3 clusters Score -3697368 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 32190 members 
Entering Unmasked Estep 
Score: -3697368.750000 Penalty: 3118.660645
	Iteration 192Q: 3 clusters Score -3697369 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 32221 members 
Entering Unmasked Estep 
Score: -3697379.000000 Penalty: 3118.660645
	Iteration 193Q: 3 clusters Score -3697379 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 32259 members 
Entering Unmasked Estep 
Score: -3697390.750000 Penalty: 3118.660645
	Iteration 194Q: 3 clusters Score -3697391 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 32305 members 
Entering Unmasked Estep 
Score: -3697397.000000 Penalty: 3118.660645
	Iteration 195Q: 3 clusters Score -3697397 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 32348 members 
Entering Unmasked Estep 
Score: -3697419.500000 Penalty: 3118.660645
	Iteration 196Q: 3 clusters Score -3697420 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 32388 members 
Entering Unmasked Estep 
Score: -3697426.750000 Penalty: 3118.660645
	Iteration 197Q: 3 clusters Score -3697427 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 32424 members 
Entering Unmasked Estep 
Score: -3697436.750000 Penalty: 3118.660645
	Iteration 198Q: 3 clusters Score -3697437 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 32461 members 
Entering Unmasked Estep 
Score: -3697437.000000 Penalty: 3118.660645
	Iteration 199Q: 3 clusters Score -3697437 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 32483 members 
Entering Unmasked Estep 
Score: -3697439.750000 Penalty: 3118.660645
	Iteration 200F: 3 clusters Score -3697440 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 32518 members 
Entering Unmasked Estep 
Score: -3697444.500000 Penalty: 3118.660645
	Iteration 201Q: 3 clusters Score -3697444 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 32547 members 
Entering Unmasked Estep 
Score: -3697447.250000 Penalty: 3118.660645
	Iteration 202Q: 3 clusters Score -3697447 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 32571 members 
Entering Unmasked Estep 
Score: -3697455.000000 Penalty: 3118.660645
	Iteration 203Q: 3 clusters Score -3697455 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 32599 members 
Entering Unmasked Estep 
Score: -3697456.250000 Penalty: 3118.660645
	Iteration 204Q: 3 clusters Score -3697456 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 32627 members 
Entering Unmasked Estep 
Score: -3697465.250000 Penalty: 3118.660645
	Iteration 205Q: 3 clusters Score -3697465 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 32652 members 
Entering Unmasked Estep 
Score: -3697474.500000 Penalty: 3118.660645
	Iteration 206Q: 3 clusters Score -3697474 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 32674 members 
Entering Unmasked Estep 
Score: -3697481.250000 Penalty: 3118.660645
	Iteration 207Q: 3 clusters Score -3697481 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 32696 members 
Entering Unmasked Estep 
Score: -3697477.250000 Penalty: 3118.660645
	Iteration 208Q: 3 clusters Score -3697477 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 32722 members 
Entering Unmasked Estep 
Score: -3697488.000000 Penalty: 3118.660645
	Iteration 209Q: 3 clusters Score -3697488 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 32745 members 
Entering Unmasked Estep 
Score: -3697487.750000 Penalty: 3118.660645
	Iteration 210Q: 3 clusters Score -3697488 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 32766 members 
Entering Unmasked Estep 
Score: -3697489.250000 Penalty: 3118.660645
	Iteration 211Q: 3 clusters Score -3697489 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 32790 members 
Entering Unmasked Estep 
Score: -3697503.000000 Penalty: 3118.660645
	Iteration 212Q: 3 clusters Score -3697503 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 32806 members 
Entering Unmasked Estep 
Score: -3697503.000000 Penalty: 3118.660645
	Iteration 213Q: 3 clusters Score -3697503 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 32818 members 
Entering Unmasked Estep 
Score: -3697504.000000 Penalty: 3118.660645
	Iteration 214Q: 3 clusters Score -3697504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 32828 members 
Entering Unmasked Estep 
Score: -3697510.000000 Penalty: 3118.660645
	Iteration 215Q: 3 clusters Score -3697510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 32835 members 
Entering Unmasked Estep 
Score: -3697503.750000 Penalty: 3118.660645
	Iteration 216Q: 3 clusters Score -3697504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 32840 members 
Entering Unmasked Estep 
Score: -3697511.000000 Penalty: 3118.660645
	Iteration 217Q: 3 clusters Score -3697511 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 32848 members 
Entering Unmasked Estep 
Score: -3697516.750000 Penalty: 3118.660645
	Iteration 218Q: 3 clusters Score -3697517 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 32860 members 
Entering Unmasked Estep 
Score: -3697509.250000 Penalty: 3118.660645
	Iteration 219Q: 3 clusters Score -3697509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 32866 members 
Entering Unmasked Estep 
Score: -3697512.750000 Penalty: 3118.660645
	Iteration 220F: 3 clusters Score -3697513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 32870 members 
Entering Unmasked Estep 
Score: -3697511.000000 Penalty: 3118.660645
	Iteration 221Q: 3 clusters Score -3697511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 32872 members 
Entering Unmasked Estep 
Score: -3697513.000000 Penalty: 3118.660645
	Iteration 222Q: 3 clusters Score -3697513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 32874 members 
Entering Unmasked Estep 
Score: -3697513.000000 Penalty: 3118.660645
	Iteration 223Q: 3 clusters Score -3697513 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 32883 members 
Entering Unmasked Estep 
Score: -3697517.000000 Penalty: 3118.660645
	Iteration 224Q: 3 clusters Score -3697517 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 32895 members 
Entering Unmasked Estep 
Score: -3697525.000000 Penalty: 3118.660645
	Iteration 225Q: 3 clusters Score -3697525 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 32908 members 
Entering Unmasked Estep 
Score: -3697523.000000 Penalty: 3118.660645
	Iteration 226Q: 3 clusters Score -3697523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 32914 members 
Entering Unmasked Estep 
Score: -3697522.000000 Penalty: 3118.660645
	Iteration 227Q: 3 clusters Score -3697522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 32921 members 
Entering Unmasked Estep 
Score: -3697524.000000 Penalty: 3118.660645
	Iteration 228Q: 3 clusters Score -3697524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 32926 members 
Entering Unmasked Estep 
Score: -3697525.250000 Penalty: 3118.660645
	Iteration 229Q: 3 clusters Score -3697525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 32932 members 
Entering Unmasked Estep 
Score: -3697525.250000 Penalty: 3118.660645
	Iteration 230Q: 3 clusters Score -3697525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 32936 members 
Entering Unmasked Estep 
Score: -3697529.000000 Penalty: 3118.660645
	Iteration 231Q: 3 clusters Score -3697529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 32935 members 
Entering Unmasked Estep 
Score: -3697531.250000 Penalty: 3118.660645
	Iteration 232Q: 3 clusters Score -3697531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 32939 members 
Entering Unmasked Estep 
Score: -3697531.500000 Penalty: 3118.660645
	Iteration 233Q: 3 clusters Score -3697532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 32941 members 
Entering Unmasked Estep 
Score: -3697529.750000 Penalty: 3118.660645
	Iteration 234Q: 3 clusters Score -3697530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 32942 members 
Entering Unmasked Estep 
Score: -3697529.000000 Penalty: 3118.660645
	Iteration 235Q: 3 clusters Score -3697529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 32943 members 
Entering Unmasked Estep 
Score: -3697524.750000 Penalty: 3118.660645
	Iteration 236Q: 3 clusters Score -3697525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 32943 members 
Entering Unmasked Estep 
Score: -3697524.750000 Penalty: 3118.660645
	Iteration 237F: 3 clusters Score -3697525 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Entering Unmasked Estep 
Score: -673303.562500 Penalty: 1304.740723
	Iteration 0F: 2 clusters Score -673303.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -668804.187500 Penalty: 2609.481445
	Iteration 0F: 3 clusters Score -668804.2 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -670190.062500 Penalty: 2609.481445
	Iteration 1F: 3 clusters Score -670190.1 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -670468.687500 Penalty: 2609.481445
	Iteration 2F: 3 clusters Score -670468.7 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -670674.500000 Penalty: 2609.481445
	Iteration 3F: 3 clusters Score -670674.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -670829.875000 Penalty: 2609.481445
	Iteration 4Q: 3 clusters Score -670829.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -670961.687500 Penalty: 2609.481445
	Iteration 5Q: 3 clusters Score -670961.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -671080.437500 Penalty: 2609.481445
	Iteration 6Q: 3 clusters Score -671080.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -671207.562500 Penalty: 2609.481445
	Iteration 7Q: 3 clusters Score -671207.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -671343.750000 Penalty: 2609.481445
	Iteration 8Q: 3 clusters Score -671343.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -671483.687500 Penalty: 2609.481445
	Iteration 9Q: 3 clusters Score -671483.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -671620.687500 Penalty: 2609.481445
	Iteration 10Q: 3 clusters Score -671620.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -671736.562500 Penalty: 2609.481445
	Iteration 11Q: 3 clusters Score -671736.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -671851.000000 Penalty: 2609.481445
	Iteration 12Q: 3 clusters Score -671851 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -671939.375000 Penalty: 2609.481445
	Iteration 13Q: 3 clusters Score -671939.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -672025.750000 Penalty: 2609.481445
	Iteration 14Q: 3 clusters Score -672025.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -672099.812500 Penalty: 2609.481445
	Iteration 15Q: 3 clusters Score -672099.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -672155.875000 Penalty: 2609.481445
	Iteration 16Q: 3 clusters Score -672155.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -672205.000000 Penalty: 2609.481445
	Iteration 17Q: 3 clusters Score -672205 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -672250.750000 Penalty: 2609.481445
	Iteration 18Q: 3 clusters Score -672250.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -672286.375000 Penalty: 2609.481445
	Iteration 19Q: 3 clusters Score -672286.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -672315.187500 Penalty: 2609.481445
	Iteration 20F: 3 clusters Score -672315.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -672333.437500 Penalty: 2609.481445
	Iteration 21Q: 3 clusters Score -672333.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -672346.937500 Penalty: 2609.481445
	Iteration 22Q: 3 clusters Score -672346.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -672363.312500 Penalty: 2609.481445
	Iteration 23Q: 3 clusters Score -672363.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -672375.125000 Penalty: 2609.481445
	Iteration 24Q: 3 clusters Score -672375.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -672387.625000 Penalty: 2609.481445
	Iteration 25Q: 3 clusters Score -672387.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -672395.062500 Penalty: 2609.481445
	Iteration 26Q: 3 clusters Score -672395.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -672401.625000 Penalty: 2609.481445
	Iteration 27Q: 3 clusters Score -672401.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -672407.125000 Penalty: 2609.481445
	Iteration 28Q: 3 clusters Score -672407.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -672409.562500 Penalty: 2609.481445
	Iteration 29Q: 3 clusters Score -672409.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -672413.312500 Penalty: 2609.481445
	Iteration 30Q: 3 clusters Score -672413.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -672414.125000 Penalty: 2609.481445
	Iteration 31Q: 3 clusters Score -672414.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -672414.125000 Penalty: 2609.481445
	Iteration 32F: 3 clusters Score -672414.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (14680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Entering Unmasked Estep 
Score: -1525348.375000 Penalty: 1427.623169
	Iteration 0F: 2 clusters Score -1525348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1515645.625000 Penalty: 2855.246338
	Iteration 0F: 3 clusters Score -1515646 nChanged 6356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1519110.000000 Penalty: 2855.246338
	Iteration 1F: 3 clusters Score -1519110 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1519591.375000 Penalty: 2855.246338
	Iteration 2F: 3 clusters Score -1519591 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1520056.000000 Penalty: 2855.246338
	Iteration 3F: 3 clusters Score -1520056 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1520541.125000 Penalty: 2855.246338
	Iteration 4F: 3 clusters Score -1520541 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1521065.250000 Penalty: 2855.246338
	Iteration 5F: 3 clusters Score -1521065 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1521639.000000 Penalty: 2855.246338
	Iteration 6F: 3 clusters Score -1521639 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1522260.750000 Penalty: 2855.246338
	Iteration 7F: 3 clusters Score -1522261 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1522818.750000 Penalty: 2855.246338
	Iteration 8F: 3 clusters Score -1522819 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1523319.000000 Penalty: 2855.246338
	Iteration 9Q: 3 clusters Score -1523319 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1523743.000000 Penalty: 2855.246338
	Iteration 10Q: 3 clusters Score -1523743 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1524027.000000 Penalty: 2855.246338
	Iteration 11Q: 3 clusters Score -1524027 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1524194.125000 Penalty: 2855.246338
	Iteration 12Q: 3 clusters Score -1524194 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1524287.875000 Penalty: 2855.246338
	Iteration 13Q: 3 clusters Score -1524288 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1524341.750000 Penalty: 2855.246338
	Iteration 14Q: 3 clusters Score -1524342 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1524368.625000 Penalty: 2855.246338
	Iteration 15Q: 3 clusters Score -1524369 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1524383.500000 Penalty: 2855.246338
	Iteration 16Q: 3 clusters Score -1524384 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1524391.375000 Penalty: 2855.246338
	Iteration 17Q: 3 clusters Score -1524391 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1524402.750000 Penalty: 2855.246338
	Iteration 18Q: 3 clusters Score -1524403 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1524405.875000 Penalty: 2855.246338
	Iteration 19Q: 3 clusters Score -1524406 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1524405.625000 Penalty: 2855.246338
	Iteration 20F: 3 clusters Score -1524406 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1524411.625000 Penalty: 2855.246338
	Iteration 21Q: 3 clusters Score -1524412 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1524411.125000 Penalty: 2855.246338
	Iteration 22Q: 3 clusters Score -1524411 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1524416.750000 Penalty: 2855.246338
	Iteration 23Q: 3 clusters Score -1524417 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1524418.875000 Penalty: 2855.246338
	Iteration 24Q: 3 clusters Score -1524419 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1524426.125000 Penalty: 2855.246338
	Iteration 25Q: 3 clusters Score -1524426 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1524431.875000 Penalty: 2855.246338
	Iteration 26Q: 3 clusters Score -1524432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1524430.750000 Penalty: 2855.246338
	Iteration 27Q: 3 clusters Score -1524431 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1524432.125000 Penalty: 2855.246338
	Iteration 28Q: 3 clusters Score -1524432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1524431.375000 Penalty: 2855.246338
	Iteration 29Q: 3 clusters Score -1524431 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1524433.625000 Penalty: 2855.246338
	Iteration 30Q: 3 clusters Score -1524434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1524436.125000 Penalty: 2855.246338
	Iteration 31Q: 3 clusters Score -1524436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1524437.375000 Penalty: 2855.246338
	Iteration 32Q: 3 clusters Score -1524437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1524437.500000 Penalty: 2855.246338
	Iteration 33Q: 3 clusters Score -1524438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1524438.500000 Penalty: 2855.246338
	Iteration 34Q: 3 clusters Score -1524438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1524436.125000 Penalty: 2855.246338
	Iteration 35Q: 3 clusters Score -1524436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1524439.875000 Penalty: 2855.246338
	Iteration 36Q: 3 clusters Score -1524440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1524439.500000 Penalty: 2855.246338
	Iteration 37Q: 3 clusters Score -1524440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1524440.625000 Penalty: 2855.246338
	Iteration 38Q: 3 clusters Score -1524441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1524439.875000 Penalty: 2855.246338
	Iteration 39Q: 3 clusters Score -1524440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1524438.875000 Penalty: 2855.246338
	Iteration 40F: 3 clusters Score -1524439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1524441.875000 Penalty: 2855.246338
	Iteration 41Q: 3 clusters Score -1524442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1524439.875000 Penalty: 2855.246338
	Iteration 42Q: 3 clusters Score -1524440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1524439.875000 Penalty: 2855.246338
	Iteration 43F: 3 clusters Score -1524440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (21029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Entering Unmasked Estep 
Score: -2082497.500000 Penalty: 1481.104370
	Iteration 0F: 2 clusters Score -2082498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -2068776.625000 Penalty: 2962.208740
	Iteration 0F: 3 clusters Score -2068777 nChanged 9238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -2073817.125000 Penalty: 2962.208740
	Iteration 1F: 3 clusters Score -2073817 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -2074238.125000 Penalty: 2962.208740
	Iteration 2F: 3 clusters Score -2074238 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -2074641.500000 Penalty: 2962.208740
	Iteration 3Q: 3 clusters Score -2074642 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -2075069.000000 Penalty: 2962.208740
	Iteration 4Q: 3 clusters Score -2075069 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -2075503.375000 Penalty: 2962.208740
	Iteration 5Q: 3 clusters Score -2075503 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -2076013.875000 Penalty: 2962.208740
	Iteration 6Q: 3 clusters Score -2076014 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -2076565.625000 Penalty: 2962.208740
	Iteration 7Q: 3 clusters Score -2076566 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -2077200.375000 Penalty: 2962.208740
	Iteration 8Q: 3 clusters Score -2077200 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -2077851.375000 Penalty: 2962.208740
	Iteration 9Q: 3 clusters Score -2077851 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -2078475.500000 Penalty: 2962.208740
	Iteration 10Q: 3 clusters Score -2078476 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -2079048.000000 Penalty: 2962.208740
	Iteration 11Q: 3 clusters Score -2079048 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -2079513.125000 Penalty: 2962.208740
	Iteration 12Q: 3 clusters Score -2079513 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -2079860.250000 Penalty: 2962.208740
	Iteration 13Q: 3 clusters Score -2079860 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -2080161.625000 Penalty: 2962.208740
	Iteration 14Q: 3 clusters Score -2080162 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -2080395.500000 Penalty: 2962.208740
	Iteration 15Q: 3 clusters Score -2080396 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -2080596.250000 Penalty: 2962.208740
	Iteration 16Q: 3 clusters Score -2080596 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -2080740.625000 Penalty: 2962.208740
	Iteration 17Q: 3 clusters Score -2080741 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -2080855.750000 Penalty: 2962.208740
	Iteration 18Q: 3 clusters Score -2080856 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -2080955.500000 Penalty: 2962.208740
	Iteration 19Q: 3 clusters Score -2080956 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -2081016.625000 Penalty: 2962.208740
	Iteration 20F: 3 clusters Score -2081017 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -2081086.125000 Penalty: 2962.208740
	Iteration 21Q: 3 clusters Score -2081086 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -2081154.125000 Penalty: 2962.208740
	Iteration 22Q: 3 clusters Score -2081154 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -2081221.750000 Penalty: 2962.208740
	Iteration 23Q: 3 clusters Score -2081222 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -2081275.250000 Penalty: 2962.208740
	Iteration 24Q: 3 clusters Score -2081275 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -2081320.125000 Penalty: 2962.208740
	Iteration 25Q: 3 clusters Score -2081320 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -2081371.625000 Penalty: 2962.208740
	Iteration 26Q: 3 clusters Score -2081372 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -2081402.625000 Penalty: 2962.208740
	Iteration 27Q: 3 clusters Score -2081403 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -2081434.000000 Penalty: 2962.208740
	Iteration 28Q: 3 clusters Score -2081434 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -2081471.375000 Penalty: 2962.208740
	Iteration 29Q: 3 clusters Score -2081471 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -2081520.500000 Penalty: 2962.208740
	Iteration 30Q: 3 clusters Score -2081520 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -2081576.250000 Penalty: 2962.208740
	Iteration 31Q: 3 clusters Score -2081576 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -2081641.625000 Penalty: 2962.208740
	Iteration 32Q: 3 clusters Score -2081642 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -2081709.625000 Penalty: 2962.208740
	Iteration 33Q: 3 clusters Score -2081710 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -2081775.750000 Penalty: 2962.208740
	Iteration 34Q: 3 clusters Score -2081776 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -2081819.125000 Penalty: 2962.208740
	Iteration 35Q: 3 clusters Score -2081819 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -2081848.375000 Penalty: 2962.208740
	Iteration 36Q: 3 clusters Score -2081848 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -2081868.000000 Penalty: 2962.208740
	Iteration 37Q: 3 clusters Score -2081868 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -2081881.375000 Penalty: 2962.208740
	Iteration 38Q: 3 clusters Score -2081881 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -2081892.625000 Penalty: 2962.208740
	Iteration 39Q: 3 clusters Score -2081893 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -2081905.000000 Penalty: 2962.208740
	Iteration 40F: 3 clusters Score -2081905 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -2081915.125000 Penalty: 2962.208740
	Iteration 41Q: 3 clusters Score -2081915 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -2081923.000000 Penalty: 2962.208740
	Iteration 42Q: 3 clusters Score -2081923 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -2081930.000000 Penalty: 2962.208740
	Iteration 43Q: 3 clusters Score -2081930 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -2081939.250000 Penalty: 2962.208740
	Iteration 44Q: 3 clusters Score -2081939 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -2081946.125000 Penalty: 2962.208740
	Iteration 45Q: 3 clusters Score -2081946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -2081943.125000 Penalty: 2962.208740
	Iteration 46Q: 3 clusters Score -2081943 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -2081944.750000 Penalty: 2962.208740
	Iteration 47Q: 3 clusters Score -2081945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -2081945.375000 Penalty: 2962.208740
	Iteration 48Q: 3 clusters Score -2081945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -2081945.375000 Penalty: 2962.208740
	Iteration 49Q: 3 clusters Score -2081945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -2081948.875000 Penalty: 2962.208740
	Iteration 50Q: 3 clusters Score -2081949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -2081954.750000 Penalty: 2962.208740
	Iteration 51Q: 3 clusters Score -2081955 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -2081958.750000 Penalty: 2962.208740
	Iteration 52Q: 3 clusters Score -2081959 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -2081964.500000 Penalty: 2962.208740
	Iteration 53Q: 3 clusters Score -2081964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -2081964.375000 Penalty: 2962.208740
	Iteration 54Q: 3 clusters Score -2081964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -2081965.000000 Penalty: 2962.208740
	Iteration 55Q: 3 clusters Score -2081965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -2081969.625000 Penalty: 2962.208740
	Iteration 56Q: 3 clusters Score -2081970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -2081968.500000 Penalty: 2962.208740
	Iteration 57Q: 3 clusters Score -2081968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -2081969.000000 Penalty: 2962.208740
	Iteration 58Q: 3 clusters Score -2081969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -2081969.875000 Penalty: 2962.208740
	Iteration 59Q: 3 clusters Score -2081970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -2081971.375000 Penalty: 2962.208740
	Iteration 60F: 3 clusters Score -2081971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -2081970.375000 Penalty: 2962.208740
	Iteration 61Q: 3 clusters Score -2081970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -2081969.250000 Penalty: 2962.208740
	Iteration 62Q: 3 clusters Score -2081969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -2081972.500000 Penalty: 2962.208740
	Iteration 63Q: 3 clusters Score -2081972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -2081969.125000 Penalty: 2962.208740
	Iteration 64Q: 3 clusters Score -2081969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -2081971.500000 Penalty: 2962.208740
	Iteration 65Q: 3 clusters Score -2081972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -2081970.750000 Penalty: 2962.208740
	Iteration 66Q: 3 clusters Score -2081971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -2081972.000000 Penalty: 2962.208740
	Iteration 67Q: 3 clusters Score -2081972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -2081973.625000 Penalty: 2962.208740
	Iteration 68Q: 3 clusters Score -2081974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -2081972.750000 Penalty: 2962.208740
	Iteration 69Q: 3 clusters Score -2081973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -2081976.000000 Penalty: 2962.208740
	Iteration 70Q: 3 clusters Score -2081976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -2081978.000000 Penalty: 2962.208740
	Iteration 71Q: 3 clusters Score -2081978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -2081977.750000 Penalty: 2962.208740
	Iteration 72Q: 3 clusters Score -2081978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -2081975.500000 Penalty: 2962.208740
	Iteration 73Q: 3 clusters Score -2081976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -2081978.500000 Penalty: 2962.208740
	Iteration 74Q: 3 clusters Score -2081978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -2081978.000000 Penalty: 2962.208740
	Iteration 75Q: 3 clusters Score -2081978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -2081979.750000 Penalty: 2962.208740
	Iteration 76Q: 3 clusters Score -2081980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -2081979.750000 Penalty: 2962.208740
	Iteration 77F: 3 clusters Score -2081980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (37641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37641 members 
Entering Unmasked Estep 
Score: -3889271.750000 Penalty: 1567.734497
	Iteration 0F: 2 clusters Score -3889272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -3864881.500000 Penalty: 3135.468994
	Iteration 0F: 3 clusters Score -3864882 nChanged 17138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -3874157.500000 Penalty: 3135.468994
	Iteration 1F: 3 clusters Score -3874158 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -3874659.000000 Penalty: 3135.468994
	Iteration 2Q: 3 clusters Score -3874659 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -3875163.250000 Penalty: 3135.468994
	Iteration 3Q: 3 clusters Score -3875163 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -3875644.250000 Penalty: 3135.468994
	Iteration 4Q: 3 clusters Score -3875644 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -3876193.000000 Penalty: 3135.468994
	Iteration 5Q: 3 clusters Score -3876193 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -3876888.250000 Penalty: 3135.468994
	Iteration 6Q: 3 clusters Score -3876888 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -3877756.250000 Penalty: 3135.468994
	Iteration 7Q: 3 clusters Score -3877756 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -3878793.500000 Penalty: 3135.468994
	Iteration 8Q: 3 clusters Score -3878794 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -3880025.750000 Penalty: 3135.468994
	Iteration 9F: 3 clusters Score -3880026 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 21988 members 
Entering Unmasked Estep 
Score: -3881294.000000 Penalty: 3135.468994
	Iteration 10F: 3 clusters Score -3881294 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 22819 members 
Entering Unmasked Estep 
Score: -3882513.250000 Penalty: 3135.468994
	Iteration 11F: 3 clusters Score -3882513 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -3883612.000000 Penalty: 3135.468994
	Iteration 12Q: 3 clusters Score -3883612 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 24656 members 
Entering Unmasked Estep 
Score: -3884538.000000 Penalty: 3135.468994
	Iteration 13Q: 3 clusters Score -3884538 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -3885243.500000 Penalty: 3135.468994
	Iteration 14Q: 3 clusters Score -3885244 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -3885842.000000 Penalty: 3135.468994
	Iteration 15Q: 3 clusters Score -3885842 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
Score: -3886326.750000 Penalty: 3135.468994
	Iteration 16Q: 3 clusters Score -3886327 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -3886705.500000 Penalty: 3135.468994
	Iteration 17Q: 3 clusters Score -3886706 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 28504 members 
Entering Unmasked Estep 
Score: -3887006.000000 Penalty: 3135.468994
	Iteration 18Q: 3 clusters Score -3887006 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 29018 members 
Entering Unmasked Estep 
Score: -3887193.250000 Penalty: 3135.468994
	Iteration 19Q: 3 clusters Score -3887193 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 29461 members 
Entering Unmasked Estep 
Score: -3887346.250000 Penalty: 3135.468994
	Iteration 20F: 3 clusters Score -3887346 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 29840 members 
Entering Unmasked Estep 
Score: -3887463.250000 Penalty: 3135.468994
	Iteration 21Q: 3 clusters Score -3887463 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 30167 members 
Entering Unmasked Estep 
Score: -3887551.750000 Penalty: 3135.468994
	Iteration 22Q: 3 clusters Score -3887552 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 30468 members 
Entering Unmasked Estep 
Score: -3887620.000000 Penalty: 3135.468994
	Iteration 23Q: 3 clusters Score -3887620 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 30751 members 
Entering Unmasked Estep 
Score: -3887688.750000 Penalty: 3135.468994
	Iteration 24Q: 3 clusters Score -3887689 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 31017 members 
Entering Unmasked Estep 
Score: -3887736.250000 Penalty: 3135.468994
	Iteration 25Q: 3 clusters Score -3887736 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 31251 members 
Entering Unmasked Estep 
Score: -3887784.500000 Penalty: 3135.468994
	Iteration 26Q: 3 clusters Score -3887784 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 31468 members 
Entering Unmasked Estep 
Score: -3887846.500000 Penalty: 3135.468994
	Iteration 27Q: 3 clusters Score -3887846 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 31682 members 
Entering Unmasked Estep 
Score: -3887892.750000 Penalty: 3135.468994
	Iteration 28Q: 3 clusters Score -3887893 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 31910 members 
Entering Unmasked Estep 
Score: -3887957.750000 Penalty: 3135.468994
	Iteration 29Q: 3 clusters Score -3887958 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 32131 members 
Entering Unmasked Estep 
Score: -3888011.000000 Penalty: 3135.468994
	Iteration 30Q: 3 clusters Score -3888011 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 32343 members 
Entering Unmasked Estep 
Score: -3888069.000000 Penalty: 3135.468994
	Iteration 31Q: 3 clusters Score -3888069 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 32511 members 
Entering Unmasked Estep 
Score: -3888101.250000 Penalty: 3135.468994
	Iteration 32Q: 3 clusters Score -3888101 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 32682 members 
Entering Unmasked Estep 
Score: -3888136.750000 Penalty: 3135.468994
	Iteration 33Q: 3 clusters Score -3888137 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 32856 members 
Entering Unmasked Estep 
Score: -3888173.500000 Penalty: 3135.468994
	Iteration 34Q: 3 clusters Score -3888174 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 33006 members 
Entering Unmasked Estep 
Score: -3888208.500000 Penalty: 3135.468994
	Iteration 35Q: 3 clusters Score -3888208 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 33172 members 
Entering Unmasked Estep 
Score: -3888267.250000 Penalty: 3135.468994
	Iteration 36Q: 3 clusters Score -3888267 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 33325 members 
Entering Unmasked Estep 
Score: -3888331.250000 Penalty: 3135.468994
	Iteration 37Q: 3 clusters Score -3888331 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 33469 members 
Entering Unmasked Estep 
Score: -3888351.750000 Penalty: 3135.468994
	Iteration 38Q: 3 clusters Score -3888352 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 33618 members 
Entering Unmasked Estep 
Score: -3888390.250000 Penalty: 3135.468994
	Iteration 39Q: 3 clusters Score -3888390 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 33747 members 
Entering Unmasked Estep 
Score: -3888430.500000 Penalty: 3135.468994
	Iteration 40F: 3 clusters Score -3888430 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 33865 members 
Entering Unmasked Estep 
Score: -3888454.750000 Penalty: 3135.468994
	Iteration 41Q: 3 clusters Score -3888455 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 33980 members 
Entering Unmasked Estep 
Score: -3888500.750000 Penalty: 3135.468994
	Iteration 42Q: 3 clusters Score -3888501 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 34085 members 
Entering Unmasked Estep 
Score: -3888526.750000 Penalty: 3135.468994
	Iteration 43Q: 3 clusters Score -3888527 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 34181 members 
Entering Unmasked Estep 
Score: -3888555.500000 Penalty: 3135.468994
	Iteration 44Q: 3 clusters Score -3888556 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 34265 members 
Entering Unmasked Estep 
Score: -3888578.000000 Penalty: 3135.468994
	Iteration 45Q: 3 clusters Score -3888578 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 34342 members 
Entering Unmasked Estep 
Score: -3888598.000000 Penalty: 3135.468994
	Iteration 46Q: 3 clusters Score -3888598 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 34410 members 
Entering Unmasked Estep 
Score: -3888616.000000 Penalty: 3135.468994
	Iteration 47Q: 3 clusters Score -3888616 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 34452 members 
Entering Unmasked Estep 
Score: -3888626.750000 Penalty: 3135.468994
	Iteration 48Q: 3 clusters Score -3888627 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 34497 members 
Entering Unmasked Estep 
Score: -3888633.000000 Penalty: 3135.468994
	Iteration 49Q: 3 clusters Score -3888633 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 34540 members 
Entering Unmasked Estep 
Score: -3888642.750000 Penalty: 3135.468994
	Iteration 50Q: 3 clusters Score -3888643 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 34571 members 
Entering Unmasked Estep 
Score: -3888651.750000 Penalty: 3135.468994
	Iteration 51Q: 3 clusters Score -3888652 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 34597 members 
Entering Unmasked Estep 
Score: -3888664.500000 Penalty: 3135.468994
	Iteration 52Q: 3 clusters Score -3888664 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 34618 members 
Entering Unmasked Estep 
Score: -3888667.250000 Penalty: 3135.468994
	Iteration 53Q: 3 clusters Score -3888667 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 34641 members 
Entering Unmasked Estep 
Score: -3888664.750000 Penalty: 3135.468994
	Iteration 54Q: 3 clusters Score -3888665 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 34657 members 
Entering Unmasked Estep 
Score: -3888664.750000 Penalty: 3135.468994
	Iteration 55Q: 3 clusters Score -3888665 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 34673 members 
Entering Unmasked Estep 
Score: -3888667.000000 Penalty: 3135.468994
	Iteration 56Q: 3 clusters Score -3888667 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 34698 members 
Entering Unmasked Estep 
Score: -3888679.000000 Penalty: 3135.468994
	Iteration 57Q: 3 clusters Score -3888679 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 34722 members 
Entering Unmasked Estep 
Score: -3888687.000000 Penalty: 3135.468994
	Iteration 58Q: 3 clusters Score -3888687 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 34742 members 
Entering Unmasked Estep 
Score: -3888698.750000 Penalty: 3135.468994
	Iteration 59Q: 3 clusters Score -3888699 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 34764 members 
Entering Unmasked Estep 
Score: -3888701.500000 Penalty: 3135.468994
	Iteration 60F: 3 clusters Score -3888702 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 34784 members 
Entering Unmasked Estep 
Score: -3888688.000000 Penalty: 3135.468994
	Iteration 61Q: 3 clusters Score -3888688 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 34803 members 
Entering Unmasked Estep 
Score: -3888689.250000 Penalty: 3135.468994
	Iteration 62Q: 3 clusters Score -3888689 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 34820 members 
Entering Unmasked Estep 
Score: -3888691.750000 Penalty: 3135.468994
	Iteration 63Q: 3 clusters Score -3888692 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 34840 members 
Entering Unmasked Estep 
Score: -3888698.750000 Penalty: 3135.468994
	Iteration 64Q: 3 clusters Score -3888699 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 34861 members 
Entering Unmasked Estep 
Score: -3888692.000000 Penalty: 3135.468994
	Iteration 65Q: 3 clusters Score -3888692 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 34880 members 
Entering Unmasked Estep 
Score: -3888702.500000 Penalty: 3135.468994
	Iteration 66Q: 3 clusters Score -3888702 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 34900 members 
Entering Unmasked Estep 
Score: -3888707.500000 Penalty: 3135.468994
	Iteration 67Q: 3 clusters Score -3888708 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 34921 members 
Entering Unmasked Estep 
Score: -3888713.000000 Penalty: 3135.468994
	Iteration 68Q: 3 clusters Score -3888713 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 34937 members 
Entering Unmasked Estep 
Score: -3888726.750000 Penalty: 3135.468994
	Iteration 69Q: 3 clusters Score -3888727 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 34957 members 
Entering Unmasked Estep 
Score: -3888734.500000 Penalty: 3135.468994
	Iteration 70Q: 3 clusters Score -3888734 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 34983 members 
Entering Unmasked Estep 
Score: -3888745.000000 Penalty: 3135.468994
	Iteration 71Q: 3 clusters Score -3888745 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 34994 members 
Entering Unmasked Estep 
Score: -3888746.000000 Penalty: 3135.468994
	Iteration 72Q: 3 clusters Score -3888746 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 35009 members 
Entering Unmasked Estep 
Score: -3888750.000000 Penalty: 3135.468994
	Iteration 73Q: 3 clusters Score -3888750 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 35028 members 
Entering Unmasked Estep 
Score: -3888748.750000 Penalty: 3135.468994
	Iteration 74Q: 3 clusters Score -3888749 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 35049 members 
Entering Unmasked Estep 
Score: -3888752.750000 Penalty: 3135.468994
	Iteration 75Q: 3 clusters Score -3888753 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 35065 members 
Entering Unmasked Estep 
Score: -3888758.750000 Penalty: 3135.468994
	Iteration 76Q: 3 clusters Score -3888759 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 35077 members 
Entering Unmasked Estep 
Score: -3888762.250000 Penalty: 3135.468994
	Iteration 77Q: 3 clusters Score -3888762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 35090 members 
Entering Unmasked Estep 
Score: -3888765.500000 Penalty: 3135.468994
	Iteration 78Q: 3 clusters Score -3888766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 35101 members 
Entering Unmasked Estep 
Score: -3888766.750000 Penalty: 3135.468994
	Iteration 79Q: 3 clusters Score -3888767 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 35106 members 
Entering Unmasked Estep 
Score: -3888767.250000 Penalty: 3135.468994
	Iteration 80F: 3 clusters Score -3888767 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 35115 members 
Entering Unmasked Estep 
Score: -3888775.500000 Penalty: 3135.468994
	Iteration 81Q: 3 clusters Score -3888776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 35122 members 
Entering Unmasked Estep 
Score: -3888776.500000 Penalty: 3135.468994
	Iteration 82Q: 3 clusters Score -3888776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 35130 members 
Entering Unmasked Estep 
Score: -3888777.000000 Penalty: 3135.468994
	Iteration 83Q: 3 clusters Score -3888777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 35142 members 
Entering Unmasked Estep 
Score: -3888782.250000 Penalty: 3135.468994
	Iteration 84Q: 3 clusters Score -3888782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 35149 members 
Entering Unmasked Estep 
Score: -3888787.000000 Penalty: 3135.468994
	Iteration 85Q: 3 clusters Score -3888787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 35155 members 
Entering Unmasked Estep 
Score: -3888783.500000 Penalty: 3135.468994
	Iteration 86Q: 3 clusters Score -3888784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 35157 members 
Entering Unmasked Estep 
Score: -3888783.500000 Penalty: 3135.468994
	Iteration 87Q: 3 clusters Score -3888784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 35159 members 
Entering Unmasked Estep 
Score: -3888785.750000 Penalty: 3135.468994
	Iteration 88Q: 3 clusters Score -3888786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 35161 members 
Entering Unmasked Estep 
Score: -3888787.250000 Penalty: 3135.468994
	Iteration 89Q: 3 clusters Score -3888787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 35161 members 
Entering Unmasked Estep 
Score: -3888781.500000 Penalty: 3135.468994
	Iteration 90Q: 3 clusters Score -3888782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 35167 members 
Entering Unmasked Estep 
Score: -3888775.750000 Penalty: 3135.468994
	Iteration 91Q: 3 clusters Score -3888776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 35175 members 
Entering Unmasked Estep 
Score: -3888780.250000 Penalty: 3135.468994
	Iteration 92Q: 3 clusters Score -3888780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 35182 members 
Entering Unmasked Estep 
Score: -3888785.500000 Penalty: 3135.468994
	Iteration 93Q: 3 clusters Score -3888786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 35189 members 
Entering Unmasked Estep 
Score: -3888784.000000 Penalty: 3135.468994
	Iteration 94Q: 3 clusters Score -3888784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 35197 members 
Entering Unmasked Estep 
Score: -3888784.000000 Penalty: 3135.468994
	Iteration 95Q: 3 clusters Score -3888784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 35205 members 
Entering Unmasked Estep 
Score: -3888782.250000 Penalty: 3135.468994
	Iteration 96Q: 3 clusters Score -3888782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 35211 members 
Entering Unmasked Estep 
Score: -3888782.750000 Penalty: 3135.468994
	Iteration 97Q: 3 clusters Score -3888783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 35217 members 
Entering Unmasked Estep 
Score: -3888782.750000 Penalty: 3135.468994
	Iteration 98Q: 3 clusters Score -3888783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 35222 members 
Entering Unmasked Estep 
Score: -3888785.500000 Penalty: 3135.468994
	Iteration 99Q: 3 clusters Score -3888786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 35230 members 
Entering Unmasked Estep 
Score: -3888790.250000 Penalty: 3135.468994
	Iteration 100F: 3 clusters Score -3888790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 35236 members 
Entering Unmasked Estep 
Score: -3888794.250000 Penalty: 3135.468994
	Iteration 101Q: 3 clusters Score -3888794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 35244 members 
Entering Unmasked Estep 
Score: -3888788.750000 Penalty: 3135.468994
	Iteration 102Q: 3 clusters Score -3888789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 35246 members 
Entering Unmasked Estep 
Score: -3888791.000000 Penalty: 3135.468994
	Iteration 103Q: 3 clusters Score -3888791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 35248 members 
Entering Unmasked Estep 
Score: -3888787.000000 Penalty: 3135.468994
	Iteration 104Q: 3 clusters Score -3888787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 35250 members 
Entering Unmasked Estep 
Score: -3888791.500000 Penalty: 3135.468994
	Iteration 105Q: 3 clusters Score -3888792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 35253 members 
Entering Unmasked Estep 
Score: -3888794.000000 Penalty: 3135.468994
	Iteration 106Q: 3 clusters Score -3888794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 35255 members 
Entering Unmasked Estep 
Score: -3888791.000000 Penalty: 3135.468994
	Iteration 107Q: 3 clusters Score -3888791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 35254 members 
Entering Unmasked Estep 
Score: -3888794.500000 Penalty: 3135.468994
	Iteration 108Q: 3 clusters Score -3888794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 35257 members 
Entering Unmasked Estep 
Score: -3888795.000000 Penalty: 3135.468994
	Iteration 109Q: 3 clusters Score -3888795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 35259 members 
Entering Unmasked Estep 
Score: -3888795.000000 Penalty: 3135.468994
	Iteration 110Q: 3 clusters Score -3888795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 35266 members 
Entering Unmasked Estep 
Score: -3888800.750000 Penalty: 3135.468994
	Iteration 111Q: 3 clusters Score -3888801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 35271 members 
Entering Unmasked Estep 
Score: -3888801.500000 Penalty: 3135.468994
	Iteration 112Q: 3 clusters Score -3888802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 35277 members 
Entering Unmasked Estep 
Score: -3888802.500000 Penalty: 3135.468994
	Iteration 113Q: 3 clusters Score -3888802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 35283 members 
Entering Unmasked Estep 
Score: -3888809.000000 Penalty: 3135.468994
	Iteration 114Q: 3 clusters Score -3888809 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 35290 members 
Entering Unmasked Estep 
Score: -3888813.500000 Penalty: 3135.468994
	Iteration 115Q: 3 clusters Score -3888814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 35298 members 
Entering Unmasked Estep 
Score: -3888811.250000 Penalty: 3135.468994
	Iteration 116Q: 3 clusters Score -3888811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 35305 members 
Entering Unmasked Estep 
Score: -3888813.750000 Penalty: 3135.468994
	Iteration 117Q: 3 clusters Score -3888814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 35320 members 
Entering Unmasked Estep 
Score: -3888819.500000 Penalty: 3135.468994
	Iteration 118Q: 3 clusters Score -3888820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 35329 members 
Entering Unmasked Estep 
Score: -3888824.500000 Penalty: 3135.468994
	Iteration 119Q: 3 clusters Score -3888824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 35337 members 
Entering Unmasked Estep 
Score: -3888830.250000 Penalty: 3135.468994
	Iteration 120F: 3 clusters Score -3888830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 35348 members 
Entering Unmasked Estep 
Score: -3888828.250000 Penalty: 3135.468994
	Iteration 121Q: 3 clusters Score -3888828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 35352 members 
Entering Unmasked Estep 
Score: -3888825.500000 Penalty: 3135.468994
	Iteration 122Q: 3 clusters Score -3888826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 35359 members 
Entering Unmasked Estep 
Score: -3888831.250000 Penalty: 3135.468994
	Iteration 123Q: 3 clusters Score -3888831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 35363 members 
Entering Unmasked Estep 
Score: -3888832.250000 Penalty: 3135.468994
	Iteration 124Q: 3 clusters Score -3888832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 35364 members 
Entering Unmasked Estep 
Score: -3888833.000000 Penalty: 3135.468994
	Iteration 125Q: 3 clusters Score -3888833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 35366 members 
Entering Unmasked Estep 
Score: -3888832.750000 Penalty: 3135.468994
	Iteration 126Q: 3 clusters Score -3888833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 35370 members 
Entering Unmasked Estep 
Score: -3888833.500000 Penalty: 3135.468994
	Iteration 127Q: 3 clusters Score -3888834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 35375 members 
Entering Unmasked Estep 
Score: -3888829.000000 Penalty: 3135.468994
	Iteration 128Q: 3 clusters Score -3888829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 35383 members 
Entering Unmasked Estep 
Score: -3888834.500000 Penalty: 3135.468994
	Iteration 129Q: 3 clusters Score -3888834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 35388 members 
Entering Unmasked Estep 
Score: -3888838.250000 Penalty: 3135.468994
	Iteration 130Q: 3 clusters Score -3888838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 35390 members 
Entering Unmasked Estep 
Score: -3888837.000000 Penalty: 3135.468994
	Iteration 131Q: 3 clusters Score -3888837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 35393 members 
Entering Unmasked Estep 
Score: -3888839.750000 Penalty: 3135.468994
	Iteration 132Q: 3 clusters Score -3888840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 35397 members 
Entering Unmasked Estep 
Score: -3888840.750000 Penalty: 3135.468994
	Iteration 133Q: 3 clusters Score -3888841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 35399 members 
Entering Unmasked Estep 
Score: -3888837.500000 Penalty: 3135.468994
	Iteration 134Q: 3 clusters Score -3888838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 35399 members 
Entering Unmasked Estep 
Score: -3888837.500000 Penalty: 3135.468994
	Iteration 135F: 3 clusters Score -3888838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (17535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Entering Unmasked Estep 
Score: -1663369.500000 Penalty: 1454.066895
	Iteration 0F: 2 clusters Score -1663370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1651914.250000 Penalty: 2908.133789
	Iteration 0F: 3 clusters Score -1651914 nChanged 7634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1656050.250000 Penalty: 2908.133789
	Iteration 1F: 3 clusters Score -1656050 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1656464.125000 Penalty: 2908.133789
	Iteration 2F: 3 clusters Score -1656464 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1656778.125000 Penalty: 2908.133789
	Iteration 3Q: 3 clusters Score -1656778 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1657035.750000 Penalty: 2908.133789
	Iteration 4Q: 3 clusters Score -1657036 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1657245.750000 Penalty: 2908.133789
	Iteration 5Q: 3 clusters Score -1657246 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1657454.000000 Penalty: 2908.133789
	Iteration 6Q: 3 clusters Score -1657454 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1657687.125000 Penalty: 2908.133789
	Iteration 7Q: 3 clusters Score -1657687 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1657935.000000 Penalty: 2908.133789
	Iteration 8Q: 3 clusters Score -1657935 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1658218.500000 Penalty: 2908.133789
	Iteration 9Q: 3 clusters Score -1658218 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1658568.375000 Penalty: 2908.133789
	Iteration 10Q: 3 clusters Score -1658568 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1658978.000000 Penalty: 2908.133789
	Iteration 11Q: 3 clusters Score -1658978 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1659535.875000 Penalty: 2908.133789
	Iteration 12Q: 3 clusters Score -1659536 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1660174.250000 Penalty: 2908.133789
	Iteration 13Q: 3 clusters Score -1660174 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1660803.000000 Penalty: 2908.133789
	Iteration 14Q: 3 clusters Score -1660803 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1661458.500000 Penalty: 2908.133789
	Iteration 15Q: 3 clusters Score -1661458 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1662411.125000 Penalty: 2908.133789
	Iteration 16Q: 3 clusters Score -1662411 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1663847.500000 Penalty: 2908.133789
	Iteration 17Q: 3 clusters Score -1663848 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1665367.250000 Penalty: 2908.133789
	Iteration 18Q: 3 clusters Score -1665367 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1665997.625000 Penalty: 2908.133789
	Iteration 19Q: 3 clusters Score -1665998 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1666113.750000 Penalty: 2908.133789
	Iteration 20F: 3 clusters Score -1666114 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1666131.375000 Penalty: 2908.133789
	Iteration 21Q: 3 clusters Score -1666131 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1666136.250000 Penalty: 2908.133789
	Iteration 22Q: 3 clusters Score -1666136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1666136.375000 Penalty: 2908.133789
	Iteration 23Q: 3 clusters Score -1666136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1666132.375000 Penalty: 2908.133789
	Iteration 24Q: 3 clusters Score -1666132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1666132.750000 Penalty: 2908.133789
	Iteration 25Q: 3 clusters Score -1666133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1666132.750000 Penalty: 2908.133789
	Iteration 26F: 3 clusters Score -1666133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61640 members 
Mstep: Class 2 contains 10207 members 
Mstep: Class 3 contains 6958 members 
Mstep: Class 4 contains 48222 members 
Mstep: Class 5 contains 8796 members 
Mstep: Class 6 contains 11500 members 
Mstep: Class 7 contains 58260 members 
Mstep: Class 8 contains 11055 members 
Mstep: Class 9 contains 11160 members 
Mstep: Class 10 contains 11433 members 
Mstep: Class 11 contains 10416 members 
Mstep: Class 12 contains 7360 members 
Mstep: Class 13 contains 19064 members 
Mstep: Class 14 contains 37823 members 
Mstep: Class 15 contains 17004 members 
Mstep: Class 16 contains 23992 members 
Mstep: Class 17 contains 28724 members 
Mstep: Class 18 contains 19941 members 
Mstep: Class 19 contains 1486 members 
Mstep: Class 20 contains 200563 members 
Mstep: Class 21 contains 36108 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 6491 members 
Mstep: Class 24 contains 1831 members 
Mstep: Class 25 contains 35574 members 
Mstep: Class 26 contains 6428 members 
Mstep: Class 27 contains 14680 members 
Mstep: Class 28 contains 21029 members 
Mstep: Class 29 contains 37641 members 
Mstep: Class 30 contains 9011 members 
Mstep: Class 31 contains 8936 members 
Mstep: Class 32 contains 1040 members 
Mstep: Class 33 contains 8067 members 
Mstep: Class 34 contains 3981 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 2543 members 
Mstep: Class 37 contains 4198 members 
Mstep: Class 38 contains 3357 members 
Mstep: Class 39 contains 33430 members 
Mstep: Class 40 contains 18282 members 
Mstep: Class 41 contains 16075 members 
Mstep: Class 42 contains 3053 members 
Mstep: Class 43 contains 2657 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 2003 members 
Mstep: Class 46 contains 1922 members 
Mstep: Class 47 contains 8524 members 
Entering Unmasked Estep 
Score: -88120568.000000 Penalty: 95881.820312
Splitting cluster 30 changes total score from -88118456.000000 to -88120568.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 31 (8936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Entering Unmasked Estep 
Score: -908066.312500 Penalty: 1353.759033
	Iteration 0F: 2 clusters Score -908066.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -902039.375000 Penalty: 2707.518066
	Iteration 0F: 3 clusters Score -902039.4 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -903965.812500 Penalty: 2707.518066
	Iteration 1F: 3 clusters Score -903965.8 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -904275.375000 Penalty: 2707.518066
	Iteration 2F: 3 clusters Score -904275.4 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -904479.687500 Penalty: 2707.518066
	Iteration 3F: 3 clusters Score -904479.7 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -904633.250000 Penalty: 2707.518066
	Iteration 4Q: 3 clusters Score -904633.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -904749.500000 Penalty: 2707.518066
	Iteration 5Q: 3 clusters Score -904749.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -904841.750000 Penalty: 2707.518066
	Iteration 6Q: 3 clusters Score -904841.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -904932.500000 Penalty: 2707.518066
	Iteration 7Q: 3 clusters Score -904932.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -905021.375000 Penalty: 2707.518066
	Iteration 8Q: 3 clusters Score -905021.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -905112.062500 Penalty: 2707.518066
	Iteration 9Q: 3 clusters Score -905112.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -905230.062500 Penalty: 2707.518066
	Iteration 10Q: 3 clusters Score -905230.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -905348.375000 Penalty: 2707.518066
	Iteration 11Q: 3 clusters Score -905348.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -905476.687500 Penalty: 2707.518066
	Iteration 12Q: 3 clusters Score -905476.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -905595.312500 Penalty: 2707.518066
	Iteration 13Q: 3 clusters Score -905595.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -905725.687500 Penalty: 2707.518066
	Iteration 14Q: 3 clusters Score -905725.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -905851.000000 Penalty: 2707.518066
	Iteration 15Q: 3 clusters Score -905851 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -905990.937500 Penalty: 2707.518066
	Iteration 16Q: 3 clusters Score -905990.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -906107.937500 Penalty: 2707.518066
	Iteration 17Q: 3 clusters Score -906107.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -906226.125000 Penalty: 2707.518066
	Iteration 18Q: 3 clusters Score -906226.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -906327.812500 Penalty: 2707.518066
	Iteration 19Q: 3 clusters Score -906327.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -906419.187500 Penalty: 2707.518066
	Iteration 20F: 3 clusters Score -906419.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -906501.875000 Penalty: 2707.518066
	Iteration 21Q: 3 clusters Score -906501.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -906572.750000 Penalty: 2707.518066
	Iteration 22Q: 3 clusters Score -906572.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -906644.312500 Penalty: 2707.518066
	Iteration 23Q: 3 clusters Score -906644.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -906703.812500 Penalty: 2707.518066
	Iteration 24Q: 3 clusters Score -906703.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -906743.875000 Penalty: 2707.518066
	Iteration 25Q: 3 clusters Score -906743.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -906773.250000 Penalty: 2707.518066
	Iteration 26Q: 3 clusters Score -906773.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -906795.062500 Penalty: 2707.518066
	Iteration 27Q: 3 clusters Score -906795.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -906818.000000 Penalty: 2707.518066
	Iteration 28Q: 3 clusters Score -906818 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -906831.250000 Penalty: 2707.518066
	Iteration 29Q: 3 clusters Score -906831.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -906849.250000 Penalty: 2707.518066
	Iteration 30Q: 3 clusters Score -906849.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -906865.375000 Penalty: 2707.518066
	Iteration 31Q: 3 clusters Score -906865.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -906873.375000 Penalty: 2707.518066
	Iteration 32Q: 3 clusters Score -906873.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -906882.875000 Penalty: 2707.518066
	Iteration 33Q: 3 clusters Score -906882.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -906895.125000 Penalty: 2707.518066
	Iteration 34Q: 3 clusters Score -906895.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -906913.812500 Penalty: 2707.518066
	Iteration 35Q: 3 clusters Score -906913.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -906933.687500 Penalty: 2707.518066
	Iteration 36Q: 3 clusters Score -906933.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -906944.125000 Penalty: 2707.518066
	Iteration 37Q: 3 clusters Score -906944.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -906949.750000 Penalty: 2707.518066
	Iteration 38Q: 3 clusters Score -906949.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -906959.187500 Penalty: 2707.518066
	Iteration 39Q: 3 clusters Score -906959.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -906961.375000 Penalty: 2707.518066
	Iteration 40F: 3 clusters Score -906961.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -906967.937500 Penalty: 2707.518066
	Iteration 41Q: 3 clusters Score -906967.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -906971.375000 Penalty: 2707.518066
	Iteration 42Q: 3 clusters Score -906971.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -906978.375000 Penalty: 2707.518066
	Iteration 43Q: 3 clusters Score -906978.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -906981.562500 Penalty: 2707.518066
	Iteration 44Q: 3 clusters Score -906981.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -906982.500000 Penalty: 2707.518066
	Iteration 45Q: 3 clusters Score -906982.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -906986.687500 Penalty: 2707.518066
	Iteration 46Q: 3 clusters Score -906986.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -906989.875000 Penalty: 2707.518066
	Iteration 47Q: 3 clusters Score -906989.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -906992.437500 Penalty: 2707.518066
	Iteration 48Q: 3 clusters Score -906992.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -906997.625000 Penalty: 2707.518066
	Iteration 49Q: 3 clusters Score -906997.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -907002.187500 Penalty: 2707.518066
	Iteration 50Q: 3 clusters Score -907002.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -907003.562500 Penalty: 2707.518066
	Iteration 51Q: 3 clusters Score -907003.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -907006.625000 Penalty: 2707.518066
	Iteration 52Q: 3 clusters Score -907006.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -907009.875000 Penalty: 2707.518066
	Iteration 53Q: 3 clusters Score -907009.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -907010.187500 Penalty: 2707.518066
	Iteration 54Q: 3 clusters Score -907010.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -907010.750000 Penalty: 2707.518066
	Iteration 55Q: 3 clusters Score -907010.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -907010.812500 Penalty: 2707.518066
	Iteration 56Q: 3 clusters Score -907010.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -907010.812500 Penalty: 2707.518066
	Iteration 57F: 3 clusters Score -907010.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Entering Unmasked Estep 
Score: -93576.421875 Penalty: 1033.710083
	Iteration 0F: 2 clusters Score -93576.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -92350.679688 Penalty: 2067.420166
	Iteration 0F: 3 clusters Score -92350.68 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -92620.718750 Penalty: 2067.420166
	Iteration 1F: 3 clusters Score -92620.72 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -92693.976562 Penalty: 2067.420166
	Iteration 2F: 3 clusters Score -92693.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -92711.382812 Penalty: 2067.420166
	Iteration 3Q: 3 clusters Score -92711.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -92719.210938 Penalty: 2067.420166
	Iteration 4Q: 3 clusters Score -92719.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -92727.273438 Penalty: 2067.420166
	Iteration 5Q: 3 clusters Score -92727.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -92735.015625 Penalty: 2067.420166
	Iteration 6Q: 3 clusters Score -92735.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -92738.625000 Penalty: 2067.420166
	Iteration 7Q: 3 clusters Score -92738.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -92739.257812 Penalty: 2067.420166
	Iteration 8Q: 3 clusters Score -92739.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -92739.257812 Penalty: 2067.420166
	Iteration 9F: 3 clusters Score -92739.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (8067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Entering Unmasked Estep 
Score: -836539.687500 Penalty: 1338.535889
	Iteration 0F: 2 clusters Score -836539.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -830970.875000 Penalty: 2677.071777
	Iteration 0F: 3 clusters Score -830970.9 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -832724.375000 Penalty: 2677.071777
	Iteration 1F: 3 clusters Score -832724.4 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -832992.250000 Penalty: 2677.071777
	Iteration 2F: 3 clusters Score -832992.2 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -833187.687500 Penalty: 2677.071777
	Iteration 3F: 3 clusters Score -833187.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -833338.500000 Penalty: 2677.071777
	Iteration 4Q: 3 clusters Score -833338.5 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -833497.187500 Penalty: 2677.071777
	Iteration 5Q: 3 clusters Score -833497.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -833654.000000 Penalty: 2677.071777
	Iteration 6Q: 3 clusters Score -833654 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -833839.250000 Penalty: 2677.071777
	Iteration 7Q: 3 clusters Score -833839.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -834050.562500 Penalty: 2677.071777
	Iteration 8Q: 3 clusters Score -834050.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -834249.250000 Penalty: 2677.071777
	Iteration 9Q: 3 clusters Score -834249.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -834429.187500 Penalty: 2677.071777
	Iteration 10Q: 3 clusters Score -834429.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -834600.500000 Penalty: 2677.071777
	Iteration 11Q: 3 clusters Score -834600.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -834731.750000 Penalty: 2677.071777
	Iteration 12Q: 3 clusters Score -834731.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -834848.500000 Penalty: 2677.071777
	Iteration 13Q: 3 clusters Score -834848.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -834958.937500 Penalty: 2677.071777
	Iteration 14Q: 3 clusters Score -834958.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -835061.875000 Penalty: 2677.071777
	Iteration 15Q: 3 clusters Score -835061.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -835155.812500 Penalty: 2677.071777
	Iteration 16Q: 3 clusters Score -835155.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -835230.437500 Penalty: 2677.071777
	Iteration 17Q: 3 clusters Score -835230.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -835282.937500 Penalty: 2677.071777
	Iteration 18Q: 3 clusters Score -835282.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -835325.625000 Penalty: 2677.071777
	Iteration 19Q: 3 clusters Score -835325.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -835363.812500 Penalty: 2677.071777
	Iteration 20F: 3 clusters Score -835363.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -835403.375000 Penalty: 2677.071777
	Iteration 21Q: 3 clusters Score -835403.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -835435.625000 Penalty: 2677.071777
	Iteration 22Q: 3 clusters Score -835435.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -835456.687500 Penalty: 2677.071777
	Iteration 23Q: 3 clusters Score -835456.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -835477.125000 Penalty: 2677.071777
	Iteration 24Q: 3 clusters Score -835477.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -835490.875000 Penalty: 2677.071777
	Iteration 25Q: 3 clusters Score -835490.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -835498.562500 Penalty: 2677.071777
	Iteration 26Q: 3 clusters Score -835498.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -835510.750000 Penalty: 2677.071777
	Iteration 27Q: 3 clusters Score -835510.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -835522.625000 Penalty: 2677.071777
	Iteration 28Q: 3 clusters Score -835522.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -835534.062500 Penalty: 2677.071777
	Iteration 29Q: 3 clusters Score -835534.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -835542.437500 Penalty: 2677.071777
	Iteration 30Q: 3 clusters Score -835542.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -835549.062500 Penalty: 2677.071777
	Iteration 31Q: 3 clusters Score -835549.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -835554.250000 Penalty: 2677.071777
	Iteration 32Q: 3 clusters Score -835554.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -835557.937500 Penalty: 2677.071777
	Iteration 33Q: 3 clusters Score -835557.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -835559.937500 Penalty: 2677.071777
	Iteration 34Q: 3 clusters Score -835559.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -835561.250000 Penalty: 2677.071777
	Iteration 35Q: 3 clusters Score -835561.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -835564.375000 Penalty: 2677.071777
	Iteration 36Q: 3 clusters Score -835564.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -835569.687500 Penalty: 2677.071777
	Iteration 37Q: 3 clusters Score -835569.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -835571.062500 Penalty: 2677.071777
	Iteration 38Q: 3 clusters Score -835571.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -835575.375000 Penalty: 2677.071777
	Iteration 39Q: 3 clusters Score -835575.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -835576.687500 Penalty: 2677.071777
	Iteration 40F: 3 clusters Score -835576.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Entering Unmasked Estep 
Score: -379440.312500 Penalty: 1233.446167
	Iteration 0F: 2 clusters Score -379440.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -376387.625000 Penalty: 2466.892334
	Iteration 0F: 3 clusters Score -376387.6 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -377217.718750 Penalty: 2466.892334
	Iteration 1F: 3 clusters Score -377217.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -377412.687500 Penalty: 2466.892334
	Iteration 2F: 3 clusters Score -377412.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -377575.437500 Penalty: 2466.892334
	Iteration 3F: 3 clusters Score -377575.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -377690.562500 Penalty: 2466.892334
	Iteration 4Q: 3 clusters Score -377690.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -377783.062500 Penalty: 2466.892334
	Iteration 5Q: 3 clusters Score -377783.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -377863.281250 Penalty: 2466.892334
	Iteration 6Q: 3 clusters Score -377863.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -377926.375000 Penalty: 2466.892334
	Iteration 7Q: 3 clusters Score -377926.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -377980.000000 Penalty: 2466.892334
	Iteration 8Q: 3 clusters Score -377980 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -378031.687500 Penalty: 2466.892334
	Iteration 9Q: 3 clusters Score -378031.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -378083.531250 Penalty: 2466.892334
	Iteration 10Q: 3 clusters Score -378083.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -378127.000000 Penalty: 2466.892334
	Iteration 11Q: 3 clusters Score -378127 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -378169.625000 Penalty: 2466.892334
	Iteration 12Q: 3 clusters Score -378169.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -378207.906250 Penalty: 2466.892334
	Iteration 13Q: 3 clusters Score -378207.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -378245.062500 Penalty: 2466.892334
	Iteration 14Q: 3 clusters Score -378245.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -378279.718750 Penalty: 2466.892334
	Iteration 15Q: 3 clusters Score -378279.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -378316.843750 Penalty: 2466.892334
	Iteration 16Q: 3 clusters Score -378316.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -378350.406250 Penalty: 2466.892334
	Iteration 17Q: 3 clusters Score -378350.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -378398.843750 Penalty: 2466.892334
	Iteration 18Q: 3 clusters Score -378398.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -378440.437500 Penalty: 2466.892334
	Iteration 19Q: 3 clusters Score -378440.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -378469.968750 Penalty: 2466.892334
	Iteration 20F: 3 clusters Score -378470 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -378504.437500 Penalty: 2466.892334
	Iteration 21Q: 3 clusters Score -378504.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -378538.343750 Penalty: 2466.892334
	Iteration 22Q: 3 clusters Score -378538.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -378581.312500 Penalty: 2466.892334
	Iteration 23Q: 3 clusters Score -378581.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -378634.656250 Penalty: 2466.892334
	Iteration 24Q: 3 clusters Score -378634.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -378693.343750 Penalty: 2466.892334
	Iteration 25Q: 3 clusters Score -378693.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -378782.687500 Penalty: 2466.892334
	Iteration 26Q: 3 clusters Score -378782.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -378850.093750 Penalty: 2466.892334
	Iteration 27Q: 3 clusters Score -378850.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -378917.593750 Penalty: 2466.892334
	Iteration 28Q: 3 clusters Score -378917.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -378971.156250 Penalty: 2466.892334
	Iteration 29Q: 3 clusters Score -378971.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -379002.218750 Penalty: 2466.892334
	Iteration 30Q: 3 clusters Score -379002.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -379022.593750 Penalty: 2466.892334
	Iteration 31Q: 3 clusters Score -379022.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -379032.718750 Penalty: 2466.892334
	Iteration 32Q: 3 clusters Score -379032.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -379037.843750 Penalty: 2466.892334
	Iteration 33Q: 3 clusters Score -379037.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -379042.343750 Penalty: 2466.892334
	Iteration 34Q: 3 clusters Score -379042.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -379048.531250 Penalty: 2466.892334
	Iteration 35Q: 3 clusters Score -379048.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -379052.718750 Penalty: 2466.892334
	Iteration 36Q: 3 clusters Score -379052.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -379055.812500 Penalty: 2466.892334
	Iteration 37Q: 3 clusters Score -379055.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -379058.343750 Penalty: 2466.892334
	Iteration 38Q: 3 clusters Score -379058.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -379059.375000 Penalty: 2466.892334
	Iteration 39Q: 3 clusters Score -379059.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -379060.031250 Penalty: 2466.892334
	Iteration 40F: 3 clusters Score -379060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -379061.906250 Penalty: 2466.892334
	Iteration 41Q: 3 clusters Score -379061.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -379064.812500 Penalty: 2466.892334
	Iteration 42Q: 3 clusters Score -379064.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -379067.593750 Penalty: 2466.892334
	Iteration 43Q: 3 clusters Score -379067.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -379070.562500 Penalty: 2466.892334
	Iteration 44Q: 3 clusters Score -379070.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -379071.281250 Penalty: 2466.892334
	Iteration 45Q: 3 clusters Score -379071.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -379071.625000 Penalty: 2466.892334
	Iteration 46Q: 3 clusters Score -379071.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -379071.625000 Penalty: 2466.892334
	Iteration 47F: 3 clusters Score -379071.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Entering Unmasked Estep 
Score: -22797.960938 Penalty: 832.493042
	Iteration 0F: 2 clusters Score -22797.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -22191.218750 Penalty: 1664.986084
	Iteration 0F: 3 clusters Score -22191.22 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -22309.914062 Penalty: 1664.986084
	Iteration 1F: 3 clusters Score -22309.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -22358.878906 Penalty: 1664.986084
	Iteration 2Q: 3 clusters Score -22358.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -22374.328125 Penalty: 1664.986084
	Iteration 3Q: 3 clusters Score -22374.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -22375.685547 Penalty: 1664.986084
	Iteration 4Q: 3 clusters Score -22375.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -22375.685547 Penalty: 1664.986084
	Iteration 5F: 3 clusters Score -22375.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Entering Unmasked Estep 
Score: -240960.421875 Penalty: 1166.755615
	Iteration 0F: 2 clusters Score -240960.4 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 1278 members 
Entering Unmasked Estep 
Score: -238763.406250 Penalty: 2333.511230
	Iteration 0F: 3 clusters Score -238763.4 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -239323.359375 Penalty: 2333.511230
	Iteration 1F: 3 clusters Score -239323.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -239458.781250 Penalty: 2333.511230
	Iteration 2F: 3 clusters Score -239458.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -239549.531250 Penalty: 2333.511230
	Iteration 3Q: 3 clusters Score -239549.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -239625.812500 Penalty: 2333.511230
	Iteration 4Q: 3 clusters Score -239625.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -239684.890625 Penalty: 2333.511230
	Iteration 5Q: 3 clusters Score -239684.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -239739.312500 Penalty: 2333.511230
	Iteration 6Q: 3 clusters Score -239739.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -239813.781250 Penalty: 2333.511230
	Iteration 7Q: 3 clusters Score -239813.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -239910.359375 Penalty: 2333.511230
	Iteration 8Q: 3 clusters Score -239910.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -240043.593750 Penalty: 2333.511230
	Iteration 9Q: 3 clusters Score -240043.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -240218.343750 Penalty: 2333.511230
	Iteration 10Q: 3 clusters Score -240218.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -240406.343750 Penalty: 2333.511230
	Iteration 11Q: 3 clusters Score -240406.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -240570.546875 Penalty: 2333.511230
	Iteration 12Q: 3 clusters Score -240570.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -240711.156250 Penalty: 2333.511230
	Iteration 13Q: 3 clusters Score -240711.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -240803.359375 Penalty: 2333.511230
	Iteration 14Q: 3 clusters Score -240803.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -240859.703125 Penalty: 2333.511230
	Iteration 15Q: 3 clusters Score -240859.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -240893.656250 Penalty: 2333.511230
	Iteration 16Q: 3 clusters Score -240893.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -240913.953125 Penalty: 2333.511230
	Iteration 17Q: 3 clusters Score -240914 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -240930.468750 Penalty: 2333.511230
	Iteration 18Q: 3 clusters Score -240930.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -240941.281250 Penalty: 2333.511230
	Iteration 19Q: 3 clusters Score -240941.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -240951.859375 Penalty: 2333.511230
	Iteration 20F: 3 clusters Score -240951.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -240958.859375 Penalty: 2333.511230
	Iteration 21Q: 3 clusters Score -240958.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -240964.187500 Penalty: 2333.511230
	Iteration 22Q: 3 clusters Score -240964.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -240966.718750 Penalty: 2333.511230
	Iteration 23Q: 3 clusters Score -240966.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -240967.515625 Penalty: 2333.511230
	Iteration 24Q: 3 clusters Score -240967.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -240967.515625 Penalty: 2333.511230
	Iteration 25F: 3 clusters Score -240967.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61640 members 
Mstep: Class 2 contains 10207 members 
Mstep: Class 3 contains 6958 members 
Mstep: Class 4 contains 48222 members 
Mstep: Class 5 contains 8796 members 
Mstep: Class 6 contains 11500 members 
Mstep: Class 7 contains 58260 members 
Mstep: Class 8 contains 11055 members 
Mstep: Class 9 contains 11160 members 
Mstep: Class 10 contains 11433 members 
Mstep: Class 11 contains 10416 members 
Mstep: Class 12 contains 7360 members 
Mstep: Class 13 contains 19064 members 
Mstep: Class 14 contains 37823 members 
Mstep: Class 15 contains 17004 members 
Mstep: Class 16 contains 23992 members 
Mstep: Class 17 contains 28724 members 
Mstep: Class 18 contains 19941 members 
Mstep: Class 19 contains 1486 members 
Mstep: Class 20 contains 200563 members 
Mstep: Class 21 contains 36108 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 6491 members 
Mstep: Class 24 contains 1831 members 
Mstep: Class 25 contains 35574 members 
Mstep: Class 26 contains 6428 members 
Mstep: Class 27 contains 14680 members 
Mstep: Class 28 contains 21029 members 
Mstep: Class 29 contains 37641 members 
Mstep: Class 30 contains 9011 members 
Mstep: Class 31 contains 8936 members 
Mstep: Class 32 contains 1040 members 
Mstep: Class 33 contains 8067 members 
Mstep: Class 34 contains 3981 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 1414 members 
Mstep: Class 37 contains 4198 members 
Mstep: Class 38 contains 3357 members 
Mstep: Class 39 contains 33430 members 
Mstep: Class 40 contains 18282 members 
Mstep: Class 41 contains 16075 members 
Mstep: Class 42 contains 3053 members 
Mstep: Class 43 contains 2657 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 2003 members 
Mstep: Class 46 contains 1922 members 
Mstep: Class 47 contains 8524 members 
Mstep: Class 48 contains 1129 members 
Entering Unmasked Estep 
Score: -88119688.000000 Penalty: 97921.867188
Splitting cluster 36 changes total score from -88118456.000000 to -88119688.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 37 (4198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Entering Unmasked Estep 
Score: -400704.156250 Penalty: 1241.343750
	Iteration 0F: 2 clusters Score -400704.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -397535.812500 Penalty: 2482.687500
	Iteration 0F: 3 clusters Score -397535.8 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -398413.593750 Penalty: 2482.687500
	Iteration 1F: 3 clusters Score -398413.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -398659.687500 Penalty: 2482.687500
	Iteration 2F: 3 clusters Score -398659.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -398804.593750 Penalty: 2482.687500
	Iteration 3F: 3 clusters Score -398804.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -398913.968750 Penalty: 2482.687500
	Iteration 4Q: 3 clusters Score -398914 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -399037.656250 Penalty: 2482.687500
	Iteration 5Q: 3 clusters Score -399037.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -399156.093750 Penalty: 2482.687500
	Iteration 6Q: 3 clusters Score -399156.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -399260.500000 Penalty: 2482.687500
	Iteration 7Q: 3 clusters Score -399260.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -399343.593750 Penalty: 2482.687500
	Iteration 8Q: 3 clusters Score -399343.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -399408.156250 Penalty: 2482.687500
	Iteration 9Q: 3 clusters Score -399408.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -399482.750000 Penalty: 2482.687500
	Iteration 10Q: 3 clusters Score -399482.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -399542.406250 Penalty: 2482.687500
	Iteration 11Q: 3 clusters Score -399542.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -399592.593750 Penalty: 2482.687500
	Iteration 12Q: 3 clusters Score -399592.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -399655.000000 Penalty: 2482.687500
	Iteration 13Q: 3 clusters Score -399655 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -399702.156250 Penalty: 2482.687500
	Iteration 14Q: 3 clusters Score -399702.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -399758.125000 Penalty: 2482.687500
	Iteration 15Q: 3 clusters Score -399758.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -399807.500000 Penalty: 2482.687500
	Iteration 16Q: 3 clusters Score -399807.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -399835.656250 Penalty: 2482.687500
	Iteration 17Q: 3 clusters Score -399835.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -399861.781250 Penalty: 2482.687500
	Iteration 18Q: 3 clusters Score -399861.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -399873.843750 Penalty: 2482.687500
	Iteration 19Q: 3 clusters Score -399873.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -399882.812500 Penalty: 2482.687500
	Iteration 20F: 3 clusters Score -399882.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -399890.687500 Penalty: 2482.687500
	Iteration 21Q: 3 clusters Score -399890.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -399897.968750 Penalty: 2482.687500
	Iteration 22Q: 3 clusters Score -399898 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -399907.750000 Penalty: 2482.687500
	Iteration 23Q: 3 clusters Score -399907.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -399911.406250 Penalty: 2482.687500
	Iteration 24Q: 3 clusters Score -399911.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -399916.468750 Penalty: 2482.687500
	Iteration 25Q: 3 clusters Score -399916.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -399918.406250 Penalty: 2482.687500
	Iteration 26Q: 3 clusters Score -399918.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -399922.000000 Penalty: 2482.687500
	Iteration 27Q: 3 clusters Score -399922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -399925.593750 Penalty: 2482.687500
	Iteration 28Q: 3 clusters Score -399925.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -399927.031250 Penalty: 2482.687500
	Iteration 29Q: 3 clusters Score -399927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -399928.375000 Penalty: 2482.687500
	Iteration 30Q: 3 clusters Score -399928.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -399932.000000 Penalty: 2482.687500
	Iteration 31Q: 3 clusters Score -399932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -399934.625000 Penalty: 2482.687500
	Iteration 32Q: 3 clusters Score -399934.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -399937.093750 Penalty: 2482.687500
	Iteration 33Q: 3 clusters Score -399937.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -399938.875000 Penalty: 2482.687500
	Iteration 34Q: 3 clusters Score -399938.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -399939.437500 Penalty: 2482.687500
	Iteration 35Q: 3 clusters Score -399939.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -399940.656250 Penalty: 2482.687500
	Iteration 36Q: 3 clusters Score -399940.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -399941.437500 Penalty: 2482.687500
	Iteration 37Q: 3 clusters Score -399941.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -399943.937500 Penalty: 2482.687500
	Iteration 38Q: 3 clusters Score -399943.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -399944.781250 Penalty: 2482.687500
	Iteration 39Q: 3 clusters Score -399944.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -399946.281250 Penalty: 2482.687500
	Iteration 40F: 3 clusters Score -399946.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -399946.250000 Penalty: 2482.687500
	Iteration 41Q: 3 clusters Score -399946.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -399947.875000 Penalty: 2482.687500
	Iteration 42Q: 3 clusters Score -399947.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -399950.250000 Penalty: 2482.687500
	Iteration 43Q: 3 clusters Score -399950.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -399952.156250 Penalty: 2482.687500
	Iteration 44Q: 3 clusters Score -399952.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -399952.312500 Penalty: 2482.687500
	Iteration 45Q: 3 clusters Score -399952.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -399953.218750 Penalty: 2482.687500
	Iteration 46Q: 3 clusters Score -399953.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -399955.125000 Penalty: 2482.687500
	Iteration 47Q: 3 clusters Score -399955.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -399955.062500 Penalty: 2482.687500
	Iteration 48Q: 3 clusters Score -399955.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -399956.875000 Penalty: 2482.687500
	Iteration 49Q: 3 clusters Score -399956.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -399958.937500 Penalty: 2482.687500
	Iteration 50Q: 3 clusters Score -399958.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -399959.718750 Penalty: 2482.687500
	Iteration 51Q: 3 clusters Score -399959.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -399961.531250 Penalty: 2482.687500
	Iteration 52Q: 3 clusters Score -399961.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -399963.437500 Penalty: 2482.687500
	Iteration 53Q: 3 clusters Score -399963.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -399964.906250 Penalty: 2482.687500
	Iteration 54Q: 3 clusters Score -399964.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -399965.968750 Penalty: 2482.687500
	Iteration 55Q: 3 clusters Score -399966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -399966.000000 Penalty: 2482.687500
	Iteration 56Q: 3 clusters Score -399966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -399966.000000 Penalty: 2482.687500
	Iteration 57F: 3 clusters Score -399966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Entering Unmasked Estep 
Score: -311677.125000 Penalty: 1208.077881
	Iteration 0F: 2 clusters Score -311677.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -308947.687500 Penalty: 2416.155762
	Iteration 0F: 3 clusters Score -308947.7 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -309686.750000 Penalty: 2416.155762
	Iteration 1F: 3 clusters Score -309686.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -309891.031250 Penalty: 2416.155762
	Iteration 2F: 3 clusters Score -309891 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -309996.312500 Penalty: 2416.155762
	Iteration 3Q: 3 clusters Score -309996.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -310089.093750 Penalty: 2416.155762
	Iteration 4Q: 3 clusters Score -310089.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -310152.000000 Penalty: 2416.155762
	Iteration 5Q: 3 clusters Score -310152 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -310212.937500 Penalty: 2416.155762
	Iteration 6Q: 3 clusters Score -310212.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -310257.125000 Penalty: 2416.155762
	Iteration 7Q: 3 clusters Score -310257.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -310282.906250 Penalty: 2416.155762
	Iteration 8Q: 3 clusters Score -310282.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -310303.093750 Penalty: 2416.155762
	Iteration 9Q: 3 clusters Score -310303.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -310314.343750 Penalty: 2416.155762
	Iteration 10Q: 3 clusters Score -310314.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -310320.718750 Penalty: 2416.155762
	Iteration 11Q: 3 clusters Score -310320.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -310328.906250 Penalty: 2416.155762
	Iteration 12Q: 3 clusters Score -310328.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -310333.406250 Penalty: 2416.155762
	Iteration 13Q: 3 clusters Score -310333.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -310341.187500 Penalty: 2416.155762
	Iteration 14Q: 3 clusters Score -310341.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -310347.250000 Penalty: 2416.155762
	Iteration 15Q: 3 clusters Score -310347.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -310354.812500 Penalty: 2416.155762
	Iteration 16Q: 3 clusters Score -310354.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -310359.968750 Penalty: 2416.155762
	Iteration 17Q: 3 clusters Score -310360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -310365.250000 Penalty: 2416.155762
	Iteration 18Q: 3 clusters Score -310365.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -310368.281250 Penalty: 2416.155762
	Iteration 19Q: 3 clusters Score -310368.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -310371.375000 Penalty: 2416.155762
	Iteration 20F: 3 clusters Score -310371.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -310375.468750 Penalty: 2416.155762
	Iteration 21Q: 3 clusters Score -310375.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -310382.968750 Penalty: 2416.155762
	Iteration 22Q: 3 clusters Score -310383 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -310392.875000 Penalty: 2416.155762
	Iteration 23Q: 3 clusters Score -310392.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -310402.031250 Penalty: 2416.155762
	Iteration 24Q: 3 clusters Score -310402 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -310409.468750 Penalty: 2416.155762
	Iteration 25Q: 3 clusters Score -310409.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -310418.031250 Penalty: 2416.155762
	Iteration 26Q: 3 clusters Score -310418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -310424.718750 Penalty: 2416.155762
	Iteration 27Q: 3 clusters Score -310424.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -310431.375000 Penalty: 2416.155762
	Iteration 28Q: 3 clusters Score -310431.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -310440.000000 Penalty: 2416.155762
	Iteration 29Q: 3 clusters Score -310440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -310450.625000 Penalty: 2416.155762
	Iteration 30Q: 3 clusters Score -310450.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -310456.468750 Penalty: 2416.155762
	Iteration 31Q: 3 clusters Score -310456.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -310461.437500 Penalty: 2416.155762
	Iteration 32Q: 3 clusters Score -310461.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -310469.125000 Penalty: 2416.155762
	Iteration 33Q: 3 clusters Score -310469.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -310476.937500 Penalty: 2416.155762
	Iteration 34Q: 3 clusters Score -310476.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -310483.562500 Penalty: 2416.155762
	Iteration 35Q: 3 clusters Score -310483.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -310494.500000 Penalty: 2416.155762
	Iteration 36Q: 3 clusters Score -310494.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -310506.562500 Penalty: 2416.155762
	Iteration 37Q: 3 clusters Score -310506.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -310521.843750 Penalty: 2416.155762
	Iteration 38Q: 3 clusters Score -310521.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -310532.843750 Penalty: 2416.155762
	Iteration 39Q: 3 clusters Score -310532.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -310549.656250 Penalty: 2416.155762
	Iteration 40F: 3 clusters Score -310549.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -310565.750000 Penalty: 2416.155762
	Iteration 41Q: 3 clusters Score -310565.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -310582.125000 Penalty: 2416.155762
	Iteration 42Q: 3 clusters Score -310582.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -310601.031250 Penalty: 2416.155762
	Iteration 43Q: 3 clusters Score -310601 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -310614.968750 Penalty: 2416.155762
	Iteration 44Q: 3 clusters Score -310615 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -310630.625000 Penalty: 2416.155762
	Iteration 45Q: 3 clusters Score -310630.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -310646.781250 Penalty: 2416.155762
	Iteration 46Q: 3 clusters Score -310646.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -310659.531250 Penalty: 2416.155762
	Iteration 47Q: 3 clusters Score -310659.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -310676.218750 Penalty: 2416.155762
	Iteration 48Q: 3 clusters Score -310676.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -310689.968750 Penalty: 2416.155762
	Iteration 49Q: 3 clusters Score -310690 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -310706.687500 Penalty: 2416.155762
	Iteration 50Q: 3 clusters Score -310706.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -310723.937500 Penalty: 2416.155762
	Iteration 51Q: 3 clusters Score -310723.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -310735.781250 Penalty: 2416.155762
	Iteration 52Q: 3 clusters Score -310735.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -310747.937500 Penalty: 2416.155762
	Iteration 53Q: 3 clusters Score -310747.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -310752.156250 Penalty: 2416.155762
	Iteration 54Q: 3 clusters Score -310752.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -310756.125000 Penalty: 2416.155762
	Iteration 55Q: 3 clusters Score -310756.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -310758.093750 Penalty: 2416.155762
	Iteration 56Q: 3 clusters Score -310758.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -310761.687500 Penalty: 2416.155762
	Iteration 57Q: 3 clusters Score -310761.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -310764.406250 Penalty: 2416.155762
	Iteration 58Q: 3 clusters Score -310764.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -310769.531250 Penalty: 2416.155762
	Iteration 59Q: 3 clusters Score -310769.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -310777.656250 Penalty: 2416.155762
	Iteration 60F: 3 clusters Score -310777.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -310784.718750 Penalty: 2416.155762
	Iteration 61Q: 3 clusters Score -310784.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -310789.562500 Penalty: 2416.155762
	Iteration 62Q: 3 clusters Score -310789.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -310794.812500 Penalty: 2416.155762
	Iteration 63Q: 3 clusters Score -310794.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -310799.000000 Penalty: 2416.155762
	Iteration 64Q: 3 clusters Score -310799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -310804.281250 Penalty: 2416.155762
	Iteration 65Q: 3 clusters Score -310804.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -310808.406250 Penalty: 2416.155762
	Iteration 66Q: 3 clusters Score -310808.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -310814.093750 Penalty: 2416.155762
	Iteration 67Q: 3 clusters Score -310814.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -310816.750000 Penalty: 2416.155762
	Iteration 68Q: 3 clusters Score -310816.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -310818.031250 Penalty: 2416.155762
	Iteration 69Q: 3 clusters Score -310818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -310818.437500 Penalty: 2416.155762
	Iteration 70Q: 3 clusters Score -310818.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -310818.437500 Penalty: 2416.155762
	Iteration 71F: 3 clusters Score -310818.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (33430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33430 members 
Entering Unmasked Estep 
Score: -3481291.000000 Penalty: 1550.080688
	Iteration 0F: 2 clusters Score -3481291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -3459620.000000 Penalty: 3100.161377
	Iteration 0F: 3 clusters Score -3459620 nChanged 15041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -3467939.000000 Penalty: 3100.161377
	Iteration 1F: 3 clusters Score -3467939 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -3468592.000000 Penalty: 3100.161377
	Iteration 2F: 3 clusters Score -3468592 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -3469285.500000 Penalty: 3100.161377
	Iteration 3F: 3 clusters Score -3469286 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -3470004.000000 Penalty: 3100.161377
	Iteration 4F: 3 clusters Score -3470004 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -3470798.750000 Penalty: 3100.161377
	Iteration 5F: 3 clusters Score -3470799 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -3471650.750000 Penalty: 3100.161377
	Iteration 6F: 3 clusters Score -3471651 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -3472445.250000 Penalty: 3100.161377
	Iteration 7F: 3 clusters Score -3472445 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -3473168.500000 Penalty: 3100.161377
	Iteration 8Q: 3 clusters Score -3473168 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -3473905.000000 Penalty: 3100.161377
	Iteration 9Q: 3 clusters Score -3473905 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -3474624.250000 Penalty: 3100.161377
	Iteration 10Q: 3 clusters Score -3474624 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 25519 members 
Entering Unmasked Estep 
Score: -3475357.000000 Penalty: 3100.161377
	Iteration 11Q: 3 clusters Score -3475357 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 26678 members 
Entering Unmasked Estep 
Score: -3476130.250000 Penalty: 3100.161377
	Iteration 12Q: 3 clusters Score -3476130 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 27806 members 
Entering Unmasked Estep 
Score: -3476894.250000 Penalty: 3100.161377
	Iteration 13Q: 3 clusters Score -3476894 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 28814 members 
Entering Unmasked Estep 
Score: -3477571.500000 Penalty: 3100.161377
	Iteration 14Q: 3 clusters Score -3477572 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 29654 members 
Entering Unmasked Estep 
Score: -3478092.750000 Penalty: 3100.161377
	Iteration 15Q: 3 clusters Score -3478093 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 30365 members 
Entering Unmasked Estep 
Score: -3478555.250000 Penalty: 3100.161377
	Iteration 16Q: 3 clusters Score -3478555 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 30943 members 
Entering Unmasked Estep 
Score: -3478924.750000 Penalty: 3100.161377
	Iteration 17Q: 3 clusters Score -3478925 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 31394 members 
Entering Unmasked Estep 
Score: -3479182.500000 Penalty: 3100.161377
	Iteration 18Q: 3 clusters Score -3479182 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 31737 members 
Entering Unmasked Estep 
Score: -3479374.250000 Penalty: 3100.161377
	Iteration 19Q: 3 clusters Score -3479374 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 32008 members 
Entering Unmasked Estep 
Score: -3479571.750000 Penalty: 3100.161377
	Iteration 20F: 3 clusters Score -3479572 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 32215 members 
Entering Unmasked Estep 
Score: -3479704.500000 Penalty: 3100.161377
	Iteration 21Q: 3 clusters Score -3479704 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 32371 members 
Entering Unmasked Estep 
Score: -3479801.250000 Penalty: 3100.161377
	Iteration 22Q: 3 clusters Score -3479801 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 32491 members 
Entering Unmasked Estep 
Score: -3479873.500000 Penalty: 3100.161377
	Iteration 23Q: 3 clusters Score -3479874 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 32584 members 
Entering Unmasked Estep 
Score: -3479948.250000 Penalty: 3100.161377
	Iteration 24Q: 3 clusters Score -3479948 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 32656 members 
Entering Unmasked Estep 
Score: -3479982.000000 Penalty: 3100.161377
	Iteration 25Q: 3 clusters Score -3479982 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 32703 members 
Entering Unmasked Estep 
Score: -3480032.000000 Penalty: 3100.161377
	Iteration 26Q: 3 clusters Score -3480032 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 32734 members 
Entering Unmasked Estep 
Score: -3480046.750000 Penalty: 3100.161377
	Iteration 27Q: 3 clusters Score -3480047 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 32754 members 
Entering Unmasked Estep 
Score: -3480067.000000 Penalty: 3100.161377
	Iteration 28Q: 3 clusters Score -3480067 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 32774 members 
Entering Unmasked Estep 
Score: -3480079.500000 Penalty: 3100.161377
	Iteration 29Q: 3 clusters Score -3480080 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 32797 members 
Entering Unmasked Estep 
Score: -3480095.250000 Penalty: 3100.161377
	Iteration 30Q: 3 clusters Score -3480095 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 32812 members 
Entering Unmasked Estep 
Score: -3480105.750000 Penalty: 3100.161377
	Iteration 31Q: 3 clusters Score -3480106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 32825 members 
Entering Unmasked Estep 
Score: -3480113.500000 Penalty: 3100.161377
	Iteration 32Q: 3 clusters Score -3480114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 32831 members 
Entering Unmasked Estep 
Score: -3480120.250000 Penalty: 3100.161377
	Iteration 33Q: 3 clusters Score -3480120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 32833 members 
Entering Unmasked Estep 
Score: -3480124.750000 Penalty: 3100.161377
	Iteration 34Q: 3 clusters Score -3480125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 32834 members 
Entering Unmasked Estep 
Score: -3480126.500000 Penalty: 3100.161377
	Iteration 35Q: 3 clusters Score -3480126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 32838 members 
Entering Unmasked Estep 
Score: -3480129.500000 Penalty: 3100.161377
	Iteration 36Q: 3 clusters Score -3480130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 32842 members 
Entering Unmasked Estep 
Score: -3480133.750000 Penalty: 3100.161377
	Iteration 37Q: 3 clusters Score -3480134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -3480134.500000 Penalty: 3100.161377
	Iteration 38Q: 3 clusters Score -3480134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 32845 members 
Entering Unmasked Estep 
Score: -3480134.000000 Penalty: 3100.161377
	Iteration 39Q: 3 clusters Score -3480134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -3480132.750000 Penalty: 3100.161377
	Iteration 40F: 3 clusters Score -3480133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -3480135.000000 Penalty: 3100.161377
	Iteration 41Q: 3 clusters Score -3480135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -3480135.000000 Penalty: 3100.161377
	Iteration 42F: 3 clusters Score -3480135 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (18282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Entering Unmasked Estep 
Score: -1916459.000000 Penalty: 1460.274414
	Iteration 0F: 2 clusters Score -1916459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1904470.125000 Penalty: 2920.548828
	Iteration 0F: 3 clusters Score -1904470 nChanged 8010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1908734.875000 Penalty: 2920.548828
	Iteration 1F: 3 clusters Score -1908735 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1909184.250000 Penalty: 2920.548828
	Iteration 2F: 3 clusters Score -1909184 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1909628.500000 Penalty: 2920.548828
	Iteration 3F: 3 clusters Score -1909628 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -1910171.625000 Penalty: 2920.548828
	Iteration 4F: 3 clusters Score -1910172 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -1910871.625000 Penalty: 2920.548828
	Iteration 5F: 3 clusters Score -1910872 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -1911745.500000 Penalty: 2920.548828
	Iteration 6F: 3 clusters Score -1911746 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -1912700.000000 Penalty: 2920.548828
	Iteration 7F: 3 clusters Score -1912700 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -1913545.500000 Penalty: 2920.548828
	Iteration 8F: 3 clusters Score -1913546 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -1914179.375000 Penalty: 2920.548828
	Iteration 9Q: 3 clusters Score -1914179 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -1914592.875000 Penalty: 2920.548828
	Iteration 10Q: 3 clusters Score -1914593 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -1914915.500000 Penalty: 2920.548828
	Iteration 11Q: 3 clusters Score -1914916 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -1915106.625000 Penalty: 2920.548828
	Iteration 12Q: 3 clusters Score -1915107 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -1915236.625000 Penalty: 2920.548828
	Iteration 13Q: 3 clusters Score -1915237 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -1915325.750000 Penalty: 2920.548828
	Iteration 14Q: 3 clusters Score -1915326 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -1915377.500000 Penalty: 2920.548828
	Iteration 15Q: 3 clusters Score -1915378 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -1915414.375000 Penalty: 2920.548828
	Iteration 16Q: 3 clusters Score -1915414 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -1915439.500000 Penalty: 2920.548828
	Iteration 17Q: 3 clusters Score -1915440 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -1915459.125000 Penalty: 2920.548828
	Iteration 18Q: 3 clusters Score -1915459 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -1915475.500000 Penalty: 2920.548828
	Iteration 19Q: 3 clusters Score -1915476 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -1915488.000000 Penalty: 2920.548828
	Iteration 20F: 3 clusters Score -1915488 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -1915505.875000 Penalty: 2920.548828
	Iteration 21Q: 3 clusters Score -1915506 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -1915515.750000 Penalty: 2920.548828
	Iteration 22Q: 3 clusters Score -1915516 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -1915530.125000 Penalty: 2920.548828
	Iteration 23Q: 3 clusters Score -1915530 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -1915542.125000 Penalty: 2920.548828
	Iteration 24Q: 3 clusters Score -1915542 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -1915548.750000 Penalty: 2920.548828
	Iteration 25Q: 3 clusters Score -1915549 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -1915559.000000 Penalty: 2920.548828
	Iteration 26Q: 3 clusters Score -1915559 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -1915560.875000 Penalty: 2920.548828
	Iteration 27Q: 3 clusters Score -1915561 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -1915572.750000 Penalty: 2920.548828
	Iteration 28Q: 3 clusters Score -1915573 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -1915575.125000 Penalty: 2920.548828
	Iteration 29Q: 3 clusters Score -1915575 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -1915591.000000 Penalty: 2920.548828
	Iteration 30Q: 3 clusters Score -1915591 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -1915592.000000 Penalty: 2920.548828
	Iteration 31Q: 3 clusters Score -1915592 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -1915601.375000 Penalty: 2920.548828
	Iteration 32Q: 3 clusters Score -1915601 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -1915607.625000 Penalty: 2920.548828
	Iteration 33Q: 3 clusters Score -1915608 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -1915613.375000 Penalty: 2920.548828
	Iteration 34Q: 3 clusters Score -1915613 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -1915616.250000 Penalty: 2920.548828
	Iteration 35Q: 3 clusters Score -1915616 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -1915619.000000 Penalty: 2920.548828
	Iteration 36Q: 3 clusters Score -1915619 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -1915629.375000 Penalty: 2920.548828
	Iteration 37Q: 3 clusters Score -1915629 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -1915635.125000 Penalty: 2920.548828
	Iteration 38Q: 3 clusters Score -1915635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -1915636.625000 Penalty: 2920.548828
	Iteration 39Q: 3 clusters Score -1915637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -1915639.125000 Penalty: 2920.548828
	Iteration 40F: 3 clusters Score -1915639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -1915640.500000 Penalty: 2920.548828
	Iteration 41Q: 3 clusters Score -1915640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -1915643.875000 Penalty: 2920.548828
	Iteration 42Q: 3 clusters Score -1915644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -1915648.000000 Penalty: 2920.548828
	Iteration 43Q: 3 clusters Score -1915648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -1915648.375000 Penalty: 2920.548828
	Iteration 44Q: 3 clusters Score -1915648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -1915648.875000 Penalty: 2920.548828
	Iteration 45Q: 3 clusters Score -1915649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -1915649.875000 Penalty: 2920.548828
	Iteration 46Q: 3 clusters Score -1915650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -1915649.875000 Penalty: 2920.548828
	Iteration 47F: 3 clusters Score -1915650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (16075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Entering Unmasked Estep 
Score: -1678165.750000 Penalty: 1441.131104
	Iteration 0F: 2 clusters Score -1678166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1667564.125000 Penalty: 2882.262207
	Iteration 0F: 3 clusters Score -1667564 nChanged 7026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1671545.500000 Penalty: 2882.262207
	Iteration 1F: 3 clusters Score -1671546 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1672056.250000 Penalty: 2882.262207
	Iteration 2F: 3 clusters Score -1672056 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1672515.875000 Penalty: 2882.262207
	Iteration 3F: 3 clusters Score -1672516 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1672985.625000 Penalty: 2882.262207
	Iteration 4F: 3 clusters Score -1672986 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1673510.625000 Penalty: 2882.262207
	Iteration 5F: 3 clusters Score -1673511 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1674060.000000 Penalty: 2882.262207
	Iteration 6F: 3 clusters Score -1674060 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1674625.250000 Penalty: 2882.262207
	Iteration 7F: 3 clusters Score -1674625 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1675120.125000 Penalty: 2882.262207
	Iteration 8Q: 3 clusters Score -1675120 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1675566.625000 Penalty: 2882.262207
	Iteration 9Q: 3 clusters Score -1675567 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1675942.875000 Penalty: 2882.262207
	Iteration 10Q: 3 clusters Score -1675943 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1676272.750000 Penalty: 2882.262207
	Iteration 11Q: 3 clusters Score -1676273 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1676526.500000 Penalty: 2882.262207
	Iteration 12Q: 3 clusters Score -1676526 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1676671.625000 Penalty: 2882.262207
	Iteration 13Q: 3 clusters Score -1676672 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1676771.125000 Penalty: 2882.262207
	Iteration 14Q: 3 clusters Score -1676771 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1676860.875000 Penalty: 2882.262207
	Iteration 15Q: 3 clusters Score -1676861 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1676941.625000 Penalty: 2882.262207
	Iteration 16Q: 3 clusters Score -1676942 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1676994.125000 Penalty: 2882.262207
	Iteration 17Q: 3 clusters Score -1676994 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1677036.250000 Penalty: 2882.262207
	Iteration 18Q: 3 clusters Score -1677036 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1677065.375000 Penalty: 2882.262207
	Iteration 19Q: 3 clusters Score -1677065 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1677087.250000 Penalty: 2882.262207
	Iteration 20F: 3 clusters Score -1677087 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1677097.750000 Penalty: 2882.262207
	Iteration 21Q: 3 clusters Score -1677098 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1677110.000000 Penalty: 2882.262207
	Iteration 22Q: 3 clusters Score -1677110 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1677124.250000 Penalty: 2882.262207
	Iteration 23Q: 3 clusters Score -1677124 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1677135.250000 Penalty: 2882.262207
	Iteration 24Q: 3 clusters Score -1677135 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1677151.500000 Penalty: 2882.262207
	Iteration 25Q: 3 clusters Score -1677152 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1677158.375000 Penalty: 2882.262207
	Iteration 26Q: 3 clusters Score -1677158 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1677165.000000 Penalty: 2882.262207
	Iteration 27Q: 3 clusters Score -1677165 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1677170.375000 Penalty: 2882.262207
	Iteration 28Q: 3 clusters Score -1677170 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1677171.000000 Penalty: 2882.262207
	Iteration 29Q: 3 clusters Score -1677171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1677175.875000 Penalty: 2882.262207
	Iteration 30Q: 3 clusters Score -1677176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1677176.125000 Penalty: 2882.262207
	Iteration 31Q: 3 clusters Score -1677176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1677175.375000 Penalty: 2882.262207
	Iteration 32Q: 3 clusters Score -1677175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1677175.250000 Penalty: 2882.262207
	Iteration 33Q: 3 clusters Score -1677175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1677174.875000 Penalty: 2882.262207
	Iteration 34Q: 3 clusters Score -1677175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1677174.875000 Penalty: 2882.262207
	Iteration 35F: 3 clusters Score -1677175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (3053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Entering Unmasked Estep 
Score: -315887.843750 Penalty: 1193.953369
	Iteration 0F: 2 clusters Score -315887.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -313392.937500 Penalty: 2387.906738
	Iteration 0F: 3 clusters Score -313392.9 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -314120.750000 Penalty: 2387.906738
	Iteration 1F: 3 clusters Score -314120.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -314312.093750 Penalty: 2387.906738
	Iteration 2F: 3 clusters Score -314312.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -314416.781250 Penalty: 2387.906738
	Iteration 3Q: 3 clusters Score -314416.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -314502.906250 Penalty: 2387.906738
	Iteration 4Q: 3 clusters Score -314502.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -314570.000000 Penalty: 2387.906738
	Iteration 5Q: 3 clusters Score -314570 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -314630.593750 Penalty: 2387.906738
	Iteration 6Q: 3 clusters Score -314630.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -314690.500000 Penalty: 2387.906738
	Iteration 7Q: 3 clusters Score -314690.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -314750.906250 Penalty: 2387.906738
	Iteration 8Q: 3 clusters Score -314750.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -314808.812500 Penalty: 2387.906738
	Iteration 9Q: 3 clusters Score -314808.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -314871.843750 Penalty: 2387.906738
	Iteration 10Q: 3 clusters Score -314871.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -314918.750000 Penalty: 2387.906738
	Iteration 11Q: 3 clusters Score -314918.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -314945.468750 Penalty: 2387.906738
	Iteration 12Q: 3 clusters Score -314945.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -314965.375000 Penalty: 2387.906738
	Iteration 13Q: 3 clusters Score -314965.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -314990.750000 Penalty: 2387.906738
	Iteration 14Q: 3 clusters Score -314990.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -315017.593750 Penalty: 2387.906738
	Iteration 15Q: 3 clusters Score -315017.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -315036.937500 Penalty: 2387.906738
	Iteration 16Q: 3 clusters Score -315036.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -315052.187500 Penalty: 2387.906738
	Iteration 17Q: 3 clusters Score -315052.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -315062.468750 Penalty: 2387.906738
	Iteration 18Q: 3 clusters Score -315062.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -315069.781250 Penalty: 2387.906738
	Iteration 19Q: 3 clusters Score -315069.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -315075.375000 Penalty: 2387.906738
	Iteration 20F: 3 clusters Score -315075.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -315082.093750 Penalty: 2387.906738
	Iteration 21Q: 3 clusters Score -315082.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -315088.875000 Penalty: 2387.906738
	Iteration 22Q: 3 clusters Score -315088.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -315092.906250 Penalty: 2387.906738
	Iteration 23Q: 3 clusters Score -315092.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -315095.562500 Penalty: 2387.906738
	Iteration 24Q: 3 clusters Score -315095.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -315097.312500 Penalty: 2387.906738
	Iteration 25Q: 3 clusters Score -315097.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -315099.437500 Penalty: 2387.906738
	Iteration 26Q: 3 clusters Score -315099.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -315099.437500 Penalty: 2387.906738
	Iteration 27F: 3 clusters Score -315099.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Entering Unmasked Estep 
Score: -244134.703125 Penalty: 1173.281006
	Iteration 0F: 2 clusters Score -244134.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -241908.015625 Penalty: 2346.562012
	Iteration 0F: 3 clusters Score -241908 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -242628.765625 Penalty: 2346.562012
	Iteration 1F: 3 clusters Score -242628.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -242856.750000 Penalty: 2346.562012
	Iteration 2F: 3 clusters Score -242856.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -242996.843750 Penalty: 2346.562012
	Iteration 3F: 3 clusters Score -242996.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -243112.390625 Penalty: 2346.562012
	Iteration 4Q: 3 clusters Score -243112.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -243230.875000 Penalty: 2346.562012
	Iteration 5Q: 3 clusters Score -243230.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -243319.906250 Penalty: 2346.562012
	Iteration 6Q: 3 clusters Score -243319.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -243393.609375 Penalty: 2346.562012
	Iteration 7Q: 3 clusters Score -243393.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -243464.875000 Penalty: 2346.562012
	Iteration 8Q: 3 clusters Score -243464.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -243537.609375 Penalty: 2346.562012
	Iteration 9Q: 3 clusters Score -243537.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -243610.062500 Penalty: 2346.562012
	Iteration 10Q: 3 clusters Score -243610.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -243676.890625 Penalty: 2346.562012
	Iteration 11Q: 3 clusters Score -243676.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -243726.593750 Penalty: 2346.562012
	Iteration 12Q: 3 clusters Score -243726.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -243776.531250 Penalty: 2346.562012
	Iteration 13Q: 3 clusters Score -243776.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -243824.765625 Penalty: 2346.562012
	Iteration 14Q: 3 clusters Score -243824.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -243853.515625 Penalty: 2346.562012
	Iteration 15Q: 3 clusters Score -243853.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -243869.546875 Penalty: 2346.562012
	Iteration 16Q: 3 clusters Score -243869.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -243876.625000 Penalty: 2346.562012
	Iteration 17Q: 3 clusters Score -243876.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -243882.781250 Penalty: 2346.562012
	Iteration 18Q: 3 clusters Score -243882.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -243886.484375 Penalty: 2346.562012
	Iteration 19Q: 3 clusters Score -243886.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -243897.890625 Penalty: 2346.562012
	Iteration 20F: 3 clusters Score -243897.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -243903.750000 Penalty: 2346.562012
	Iteration 21Q: 3 clusters Score -243903.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -243907.140625 Penalty: 2346.562012
	Iteration 22Q: 3 clusters Score -243907.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -243911.312500 Penalty: 2346.562012
	Iteration 23Q: 3 clusters Score -243911.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -243917.156250 Penalty: 2346.562012
	Iteration 24Q: 3 clusters Score -243917.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -243923.093750 Penalty: 2346.562012
	Iteration 25Q: 3 clusters Score -243923.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -243929.906250 Penalty: 2346.562012
	Iteration 26Q: 3 clusters Score -243929.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -243935.218750 Penalty: 2346.562012
	Iteration 27Q: 3 clusters Score -243935.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -243938.656250 Penalty: 2346.562012
	Iteration 28Q: 3 clusters Score -243938.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -243941.984375 Penalty: 2346.562012
	Iteration 29Q: 3 clusters Score -243942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -243942.718750 Penalty: 2346.562012
	Iteration 30Q: 3 clusters Score -243942.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -243947.468750 Penalty: 2346.562012
	Iteration 31Q: 3 clusters Score -243947.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -243949.093750 Penalty: 2346.562012
	Iteration 32Q: 3 clusters Score -243949.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -243949.093750 Penalty: 2346.562012
	Iteration 33F: 3 clusters Score -243949.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (5087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Entering Unmasked Estep 
Score: -531449.250000 Penalty: 1269.925293
	Iteration 0F: 2 clusters Score -531449.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -527750.250000 Penalty: 2539.850586
	Iteration 0F: 3 clusters Score -527750.2 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -528781.312500 Penalty: 2539.850586
	Iteration 1F: 3 clusters Score -528781.3 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -528983.375000 Penalty: 2539.850586
	Iteration 2F: 3 clusters Score -528983.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -529104.437500 Penalty: 2539.850586
	Iteration 3Q: 3 clusters Score -529104.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -529193.187500 Penalty: 2539.850586
	Iteration 4Q: 3 clusters Score -529193.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -529268.937500 Penalty: 2539.850586
	Iteration 5Q: 3 clusters Score -529268.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -529324.250000 Penalty: 2539.850586
	Iteration 6Q: 3 clusters Score -529324.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -529359.625000 Penalty: 2539.850586
	Iteration 7Q: 3 clusters Score -529359.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -529390.062500 Penalty: 2539.850586
	Iteration 8Q: 3 clusters Score -529390.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -529408.062500 Penalty: 2539.850586
	Iteration 9Q: 3 clusters Score -529408.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -529419.812500 Penalty: 2539.850586
	Iteration 10Q: 3 clusters Score -529419.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -529428.187500 Penalty: 2539.850586
	Iteration 11Q: 3 clusters Score -529428.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -529433.750000 Penalty: 2539.850586
	Iteration 12Q: 3 clusters Score -529433.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -529441.062500 Penalty: 2539.850586
	Iteration 13Q: 3 clusters Score -529441.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -529447.312500 Penalty: 2539.850586
	Iteration 14Q: 3 clusters Score -529447.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -529454.812500 Penalty: 2539.850586
	Iteration 15Q: 3 clusters Score -529454.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -529461.625000 Penalty: 2539.850586
	Iteration 16Q: 3 clusters Score -529461.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -529468.562500 Penalty: 2539.850586
	Iteration 17Q: 3 clusters Score -529468.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -529475.875000 Penalty: 2539.850586
	Iteration 18Q: 3 clusters Score -529475.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -529481.187500 Penalty: 2539.850586
	Iteration 19Q: 3 clusters Score -529481.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -529487.000000 Penalty: 2539.850586
	Iteration 20F: 3 clusters Score -529487 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -529492.250000 Penalty: 2539.850586
	Iteration 21Q: 3 clusters Score -529492.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -529499.187500 Penalty: 2539.850586
	Iteration 22Q: 3 clusters Score -529499.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -529506.937500 Penalty: 2539.850586
	Iteration 23Q: 3 clusters Score -529506.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -529514.687500 Penalty: 2539.850586
	Iteration 24Q: 3 clusters Score -529514.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -529525.000000 Penalty: 2539.850586
	Iteration 25Q: 3 clusters Score -529525 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -529536.750000 Penalty: 2539.850586
	Iteration 26Q: 3 clusters Score -529536.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -529548.187500 Penalty: 2539.850586
	Iteration 27Q: 3 clusters Score -529548.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -529558.562500 Penalty: 2539.850586
	Iteration 28Q: 3 clusters Score -529558.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -529570.937500 Penalty: 2539.850586
	Iteration 29Q: 3 clusters Score -529570.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -529582.062500 Penalty: 2539.850586
	Iteration 30Q: 3 clusters Score -529582.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -529596.125000 Penalty: 2539.850586
	Iteration 31Q: 3 clusters Score -529596.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -529609.375000 Penalty: 2539.850586
	Iteration 32Q: 3 clusters Score -529609.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -529621.875000 Penalty: 2539.850586
	Iteration 33Q: 3 clusters Score -529621.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -529633.562500 Penalty: 2539.850586
	Iteration 34Q: 3 clusters Score -529633.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -529649.750000 Penalty: 2539.850586
	Iteration 35Q: 3 clusters Score -529649.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -529667.437500 Penalty: 2539.850586
	Iteration 36Q: 3 clusters Score -529667.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -529687.625000 Penalty: 2539.850586
	Iteration 37Q: 3 clusters Score -529687.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -529711.500000 Penalty: 2539.850586
	Iteration 38Q: 3 clusters Score -529711.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -529735.437500 Penalty: 2539.850586
	Iteration 39Q: 3 clusters Score -529735.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -529766.562500 Penalty: 2539.850586
	Iteration 40F: 3 clusters Score -529766.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -529800.250000 Penalty: 2539.850586
	Iteration 41Q: 3 clusters Score -529800.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -529832.750000 Penalty: 2539.850586
	Iteration 42Q: 3 clusters Score -529832.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -529859.625000 Penalty: 2539.850586
	Iteration 43Q: 3 clusters Score -529859.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -529881.687500 Penalty: 2539.850586
	Iteration 44Q: 3 clusters Score -529881.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -529908.625000 Penalty: 2539.850586
	Iteration 45Q: 3 clusters Score -529908.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -529933.000000 Penalty: 2539.850586
	Iteration 46Q: 3 clusters Score -529933 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -529949.937500 Penalty: 2539.850586
	Iteration 47Q: 3 clusters Score -529949.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -529966.812500 Penalty: 2539.850586
	Iteration 48Q: 3 clusters Score -529966.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -529981.375000 Penalty: 2539.850586
	Iteration 49Q: 3 clusters Score -529981.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -529996.312500 Penalty: 2539.850586
	Iteration 50Q: 3 clusters Score -529996.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -530007.437500 Penalty: 2539.850586
	Iteration 51Q: 3 clusters Score -530007.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -530019.250000 Penalty: 2539.850586
	Iteration 52Q: 3 clusters Score -530019.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -530031.875000 Penalty: 2539.850586
	Iteration 53Q: 3 clusters Score -530031.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -530041.000000 Penalty: 2539.850586
	Iteration 54Q: 3 clusters Score -530041 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -530050.187500 Penalty: 2539.850586
	Iteration 55Q: 3 clusters Score -530050.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -530056.000000 Penalty: 2539.850586
	Iteration 56Q: 3 clusters Score -530056 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -530064.500000 Penalty: 2539.850586
	Iteration 57Q: 3 clusters Score -530064.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -530071.562500 Penalty: 2539.850586
	Iteration 58Q: 3 clusters Score -530071.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -530081.937500 Penalty: 2539.850586
	Iteration 59Q: 3 clusters Score -530081.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -530094.750000 Penalty: 2539.850586
	Iteration 60F: 3 clusters Score -530094.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -530108.125000 Penalty: 2539.850586
	Iteration 61Q: 3 clusters Score -530108.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -530119.062500 Penalty: 2539.850586
	Iteration 62Q: 3 clusters Score -530119.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -530134.437500 Penalty: 2539.850586
	Iteration 63Q: 3 clusters Score -530134.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -530150.125000 Penalty: 2539.850586
	Iteration 64Q: 3 clusters Score -530150.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -530164.875000 Penalty: 2539.850586
	Iteration 65Q: 3 clusters Score -530164.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -530174.250000 Penalty: 2539.850586
	Iteration 66Q: 3 clusters Score -530174.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -530183.187500 Penalty: 2539.850586
	Iteration 67Q: 3 clusters Score -530183.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -530193.000000 Penalty: 2539.850586
	Iteration 68Q: 3 clusters Score -530193 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -530203.062500 Penalty: 2539.850586
	Iteration 69Q: 3 clusters Score -530203.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -530210.625000 Penalty: 2539.850586
	Iteration 70Q: 3 clusters Score -530210.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -530217.937500 Penalty: 2539.850586
	Iteration 71Q: 3 clusters Score -530217.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -530226.375000 Penalty: 2539.850586
	Iteration 72Q: 3 clusters Score -530226.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -530237.312500 Penalty: 2539.850586
	Iteration 73Q: 3 clusters Score -530237.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -530247.875000 Penalty: 2539.850586
	Iteration 74Q: 3 clusters Score -530247.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -530256.250000 Penalty: 2539.850586
	Iteration 75Q: 3 clusters Score -530256.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -530259.375000 Penalty: 2539.850586
	Iteration 76Q: 3 clusters Score -530259.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -530262.250000 Penalty: 2539.850586
	Iteration 77Q: 3 clusters Score -530262.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -530264.750000 Penalty: 2539.850586
	Iteration 78Q: 3 clusters Score -530264.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -530267.750000 Penalty: 2539.850586
	Iteration 79Q: 3 clusters Score -530267.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -530267.437500 Penalty: 2539.850586
	Iteration 80F: 3 clusters Score -530267.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -530270.437500 Penalty: 2539.850586
	Iteration 81Q: 3 clusters Score -530270.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -530275.500000 Penalty: 2539.850586
	Iteration 82Q: 3 clusters Score -530275.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -530284.250000 Penalty: 2539.850586
	Iteration 83Q: 3 clusters Score -530284.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -530288.062500 Penalty: 2539.850586
	Iteration 84Q: 3 clusters Score -530288.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -530292.187500 Penalty: 2539.850586
	Iteration 85Q: 3 clusters Score -530292.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -530298.875000 Penalty: 2539.850586
	Iteration 86Q: 3 clusters Score -530298.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -530304.375000 Penalty: 2539.850586
	Iteration 87Q: 3 clusters Score -530304.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -530312.687500 Penalty: 2539.850586
	Iteration 88Q: 3 clusters Score -530312.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -530322.937500 Penalty: 2539.850586
	Iteration 89Q: 3 clusters Score -530322.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -530332.375000 Penalty: 2539.850586
	Iteration 90Q: 3 clusters Score -530332.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -530341.250000 Penalty: 2539.850586
	Iteration 91Q: 3 clusters Score -530341.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -530349.312500 Penalty: 2539.850586
	Iteration 92Q: 3 clusters Score -530349.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -530356.500000 Penalty: 2539.850586
	Iteration 93Q: 3 clusters Score -530356.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -530369.062500 Penalty: 2539.850586
	Iteration 94Q: 3 clusters Score -530369.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -530379.812500 Penalty: 2539.850586
	Iteration 95Q: 3 clusters Score -530379.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -530386.875000 Penalty: 2539.850586
	Iteration 96Q: 3 clusters Score -530386.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -530388.812500 Penalty: 2539.850586
	Iteration 97Q: 3 clusters Score -530388.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -530392.125000 Penalty: 2539.850586
	Iteration 98Q: 3 clusters Score -530392.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -530397.625000 Penalty: 2539.850586
	Iteration 99Q: 3 clusters Score -530397.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -530404.937500 Penalty: 2539.850586
	Iteration 100F: 3 clusters Score -530404.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -530412.437500 Penalty: 2539.850586
	Iteration 101Q: 3 clusters Score -530412.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -530423.312500 Penalty: 2539.850586
	Iteration 102Q: 3 clusters Score -530423.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -530433.625000 Penalty: 2539.850586
	Iteration 103Q: 3 clusters Score -530433.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -530438.375000 Penalty: 2539.850586
	Iteration 104Q: 3 clusters Score -530438.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -530442.437500 Penalty: 2539.850586
	Iteration 105Q: 3 clusters Score -530442.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -530444.312500 Penalty: 2539.850586
	Iteration 106Q: 3 clusters Score -530444.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -530450.500000 Penalty: 2539.850586
	Iteration 107Q: 3 clusters Score -530450.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -530452.812500 Penalty: 2539.850586
	Iteration 108Q: 3 clusters Score -530452.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -530454.937500 Penalty: 2539.850586
	Iteration 109Q: 3 clusters Score -530454.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -530456.000000 Penalty: 2539.850586
	Iteration 110Q: 3 clusters Score -530456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -530457.375000 Penalty: 2539.850586
	Iteration 111Q: 3 clusters Score -530457.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -530461.187500 Penalty: 2539.850586
	Iteration 112Q: 3 clusters Score -530461.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -530468.437500 Penalty: 2539.850586
	Iteration 113Q: 3 clusters Score -530468.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -530472.375000 Penalty: 2539.850586
	Iteration 114Q: 3 clusters Score -530472.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -530473.125000 Penalty: 2539.850586
	Iteration 115Q: 3 clusters Score -530473.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -530475.187500 Penalty: 2539.850586
	Iteration 116Q: 3 clusters Score -530475.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -530478.500000 Penalty: 2539.850586
	Iteration 117Q: 3 clusters Score -530478.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -530482.625000 Penalty: 2539.850586
	Iteration 118Q: 3 clusters Score -530482.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -530487.562500 Penalty: 2539.850586
	Iteration 119Q: 3 clusters Score -530487.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -530491.437500 Penalty: 2539.850586
	Iteration 120F: 3 clusters Score -530491.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -530496.812500 Penalty: 2539.850586
	Iteration 121Q: 3 clusters Score -530496.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -530501.625000 Penalty: 2539.850586
	Iteration 122Q: 3 clusters Score -530501.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -530507.125000 Penalty: 2539.850586
	Iteration 123Q: 3 clusters Score -530507.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -530511.500000 Penalty: 2539.850586
	Iteration 124Q: 3 clusters Score -530511.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -530516.187500 Penalty: 2539.850586
	Iteration 125Q: 3 clusters Score -530516.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -530519.937500 Penalty: 2539.850586
	Iteration 126Q: 3 clusters Score -530519.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -530523.000000 Penalty: 2539.850586
	Iteration 127Q: 3 clusters Score -530523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -530523.000000 Penalty: 2539.850586
	Iteration 128F: 3 clusters Score -530523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (2003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Entering Unmasked Estep 
Score: -176986.125000 Penalty: 1131.237305
	Iteration 0F: 2 clusters Score -176986.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -175103.796875 Penalty: 2262.474609
	Iteration 0F: 3 clusters Score -175103.8 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -175582.593750 Penalty: 2262.474609
	Iteration 1F: 3 clusters Score -175582.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -175704.015625 Penalty: 2262.474609
	Iteration 2F: 3 clusters Score -175704 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -175768.609375 Penalty: 2262.474609
	Iteration 3Q: 3 clusters Score -175768.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -175810.890625 Penalty: 2262.474609
	Iteration 4Q: 3 clusters Score -175810.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -175833.343750 Penalty: 2262.474609
	Iteration 5Q: 3 clusters Score -175833.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -175855.531250 Penalty: 2262.474609
	Iteration 6Q: 3 clusters Score -175855.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -175870.171875 Penalty: 2262.474609
	Iteration 7Q: 3 clusters Score -175870.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -175883.093750 Penalty: 2262.474609
	Iteration 8Q: 3 clusters Score -175883.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -175898.078125 Penalty: 2262.474609
	Iteration 9Q: 3 clusters Score -175898.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -175908.062500 Penalty: 2262.474609
	Iteration 10Q: 3 clusters Score -175908.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -175912.265625 Penalty: 2262.474609
	Iteration 11Q: 3 clusters Score -175912.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -175917.812500 Penalty: 2262.474609
	Iteration 12Q: 3 clusters Score -175917.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -175924.812500 Penalty: 2262.474609
	Iteration 13Q: 3 clusters Score -175924.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -175931.546875 Penalty: 2262.474609
	Iteration 14Q: 3 clusters Score -175931.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -175939.750000 Penalty: 2262.474609
	Iteration 15Q: 3 clusters Score -175939.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -175942.671875 Penalty: 2262.474609
	Iteration 16Q: 3 clusters Score -175942.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -175943.546875 Penalty: 2262.474609
	Iteration 17Q: 3 clusters Score -175943.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -175944.000000 Penalty: 2262.474609
	Iteration 18Q: 3 clusters Score -175944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -175945.375000 Penalty: 2262.474609
	Iteration 19Q: 3 clusters Score -175945.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -175945.375000 Penalty: 2262.474609
	Iteration 20F: 3 clusters Score -175945.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Entering Unmasked Estep 
Score: -196477.265625 Penalty: 1125.094849
	Iteration 0F: 2 clusters Score -196477.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -194701.906250 Penalty: 2250.189697
	Iteration 0F: 3 clusters Score -194701.9 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -195143.296875 Penalty: 2250.189697
	Iteration 1F: 3 clusters Score -195143.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -195262.437500 Penalty: 2250.189697
	Iteration 2F: 3 clusters Score -195262.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -195313.093750 Penalty: 2250.189697
	Iteration 3Q: 3 clusters Score -195313.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -195350.609375 Penalty: 2250.189697
	Iteration 4Q: 3 clusters Score -195350.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -195366.781250 Penalty: 2250.189697
	Iteration 5Q: 3 clusters Score -195366.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -195379.734375 Penalty: 2250.189697
	Iteration 6Q: 3 clusters Score -195379.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -195384.359375 Penalty: 2250.189697
	Iteration 7Q: 3 clusters Score -195384.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -195390.906250 Penalty: 2250.189697
	Iteration 8Q: 3 clusters Score -195390.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -195395.406250 Penalty: 2250.189697
	Iteration 9Q: 3 clusters Score -195395.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -195400.718750 Penalty: 2250.189697
	Iteration 10Q: 3 clusters Score -195400.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -195405.093750 Penalty: 2250.189697
	Iteration 11Q: 3 clusters Score -195405.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -195409.468750 Penalty: 2250.189697
	Iteration 12Q: 3 clusters Score -195409.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -195420.500000 Penalty: 2250.189697
	Iteration 13Q: 3 clusters Score -195420.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -195430.671875 Penalty: 2250.189697
	Iteration 14Q: 3 clusters Score -195430.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -195447.968750 Penalty: 2250.189697
	Iteration 15Q: 3 clusters Score -195448 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -195467.109375 Penalty: 2250.189697
	Iteration 16Q: 3 clusters Score -195467.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -195492.687500 Penalty: 2250.189697
	Iteration 17Q: 3 clusters Score -195492.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -195531.750000 Penalty: 2250.189697
	Iteration 18Q: 3 clusters Score -195531.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -195555.562500 Penalty: 2250.189697
	Iteration 19Q: 3 clusters Score -195555.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -195568.703125 Penalty: 2250.189697
	Iteration 20F: 3 clusters Score -195568.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -195583.046875 Penalty: 2250.189697
	Iteration 21Q: 3 clusters Score -195583 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -195592.718750 Penalty: 2250.189697
	Iteration 22Q: 3 clusters Score -195592.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -195608.390625 Penalty: 2250.189697
	Iteration 23Q: 3 clusters Score -195608.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -195637.062500 Penalty: 2250.189697
	Iteration 24Q: 3 clusters Score -195637.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -195660.359375 Penalty: 2250.189697
	Iteration 25Q: 3 clusters Score -195660.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -195683.359375 Penalty: 2250.189697
	Iteration 26Q: 3 clusters Score -195683.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -195702.828125 Penalty: 2250.189697
	Iteration 27Q: 3 clusters Score -195702.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -195720.093750 Penalty: 2250.189697
	Iteration 28Q: 3 clusters Score -195720.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -195738.625000 Penalty: 2250.189697
	Iteration 29Q: 3 clusters Score -195738.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -195751.109375 Penalty: 2250.189697
	Iteration 30Q: 3 clusters Score -195751.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -195759.390625 Penalty: 2250.189697
	Iteration 31Q: 3 clusters Score -195759.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -195770.281250 Penalty: 2250.189697
	Iteration 32Q: 3 clusters Score -195770.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -195786.078125 Penalty: 2250.189697
	Iteration 33Q: 3 clusters Score -195786.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -195821.125000 Penalty: 2250.189697
	Iteration 34Q: 3 clusters Score -195821.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -195845.093750 Penalty: 2250.189697
	Iteration 35Q: 3 clusters Score -195845.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -195871.890625 Penalty: 2250.189697
	Iteration 36Q: 3 clusters Score -195871.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -195904.250000 Penalty: 2250.189697
	Iteration 37Q: 3 clusters Score -195904.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -195930.453125 Penalty: 2250.189697
	Iteration 38Q: 3 clusters Score -195930.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -195957.953125 Penalty: 2250.189697
	Iteration 39Q: 3 clusters Score -195958 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -195982.406250 Penalty: 2250.189697
	Iteration 40F: 3 clusters Score -195982.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -196000.093750 Penalty: 2250.189697
	Iteration 41Q: 3 clusters Score -196000.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -196025.687500 Penalty: 2250.189697
	Iteration 42Q: 3 clusters Score -196025.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -196062.703125 Penalty: 2250.189697
	Iteration 43Q: 3 clusters Score -196062.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -196108.750000 Penalty: 2250.189697
	Iteration 44Q: 3 clusters Score -196108.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -196137.937500 Penalty: 2250.189697
	Iteration 45Q: 3 clusters Score -196137.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -196165.875000 Penalty: 2250.189697
	Iteration 46Q: 3 clusters Score -196165.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -196197.328125 Penalty: 2250.189697
	Iteration 47Q: 3 clusters Score -196197.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -196216.781250 Penalty: 2250.189697
	Iteration 48Q: 3 clusters Score -196216.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -196230.593750 Penalty: 2250.189697
	Iteration 49Q: 3 clusters Score -196230.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -196243.281250 Penalty: 2250.189697
	Iteration 50Q: 3 clusters Score -196243.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -196266.015625 Penalty: 2250.189697
	Iteration 51Q: 3 clusters Score -196266 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -196287.343750 Penalty: 2250.189697
	Iteration 52Q: 3 clusters Score -196287.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -196314.562500 Penalty: 2250.189697
	Iteration 53Q: 3 clusters Score -196314.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -196335.968750 Penalty: 2250.189697
	Iteration 54Q: 3 clusters Score -196336 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -196355.234375 Penalty: 2250.189697
	Iteration 55Q: 3 clusters Score -196355.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -196372.828125 Penalty: 2250.189697
	Iteration 56Q: 3 clusters Score -196372.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -196385.125000 Penalty: 2250.189697
	Iteration 57Q: 3 clusters Score -196385.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -196394.312500 Penalty: 2250.189697
	Iteration 58Q: 3 clusters Score -196394.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -196408.296875 Penalty: 2250.189697
	Iteration 59Q: 3 clusters Score -196408.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -196424.734375 Penalty: 2250.189697
	Iteration 60F: 3 clusters Score -196424.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -196439.125000 Penalty: 2250.189697
	Iteration 61Q: 3 clusters Score -196439.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -196446.359375 Penalty: 2250.189697
	Iteration 62Q: 3 clusters Score -196446.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -196453.046875 Penalty: 2250.189697
	Iteration 63Q: 3 clusters Score -196453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -196455.609375 Penalty: 2250.189697
	Iteration 64Q: 3 clusters Score -196455.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -196460.750000 Penalty: 2250.189697
	Iteration 65Q: 3 clusters Score -196460.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -196468.078125 Penalty: 2250.189697
	Iteration 66Q: 3 clusters Score -196468.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -196473.375000 Penalty: 2250.189697
	Iteration 67Q: 3 clusters Score -196473.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -196477.843750 Penalty: 2250.189697
	Iteration 68Q: 3 clusters Score -196477.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -196481.890625 Penalty: 2250.189697
	Iteration 69Q: 3 clusters Score -196481.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -196486.875000 Penalty: 2250.189697
	Iteration 70Q: 3 clusters Score -196486.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -196488.671875 Penalty: 2250.189697
	Iteration 71Q: 3 clusters Score -196488.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -196491.093750 Penalty: 2250.189697
	Iteration 72Q: 3 clusters Score -196491.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -196494.609375 Penalty: 2250.189697
	Iteration 73Q: 3 clusters Score -196494.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -196497.843750 Penalty: 2250.189697
	Iteration 74Q: 3 clusters Score -196497.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -196504.578125 Penalty: 2250.189697
	Iteration 75Q: 3 clusters Score -196504.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -196506.843750 Penalty: 2250.189697
	Iteration 76Q: 3 clusters Score -196506.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -196512.015625 Penalty: 2250.189697
	Iteration 77Q: 3 clusters Score -196512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -196519.703125 Penalty: 2250.189697
	Iteration 78Q: 3 clusters Score -196519.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -196523.062500 Penalty: 2250.189697
	Iteration 79Q: 3 clusters Score -196523.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -196526.687500 Penalty: 2250.189697
	Iteration 80F: 3 clusters Score -196526.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -196530.421875 Penalty: 2250.189697
	Iteration 81Q: 3 clusters Score -196530.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -196533.734375 Penalty: 2250.189697
	Iteration 82Q: 3 clusters Score -196533.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -196537.437500 Penalty: 2250.189697
	Iteration 83Q: 3 clusters Score -196537.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -196539.171875 Penalty: 2250.189697
	Iteration 84Q: 3 clusters Score -196539.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -196539.171875 Penalty: 2250.189697
	Iteration 85F: 3 clusters Score -196539.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61640 members 
Mstep: Class 2 contains 10207 members 
Mstep: Class 3 contains 6958 members 
Mstep: Class 4 contains 48222 members 
Mstep: Class 5 contains 8796 members 
Mstep: Class 6 contains 11500 members 
Mstep: Class 7 contains 58260 members 
Mstep: Class 8 contains 11055 members 
Mstep: Class 9 contains 11160 members 
Mstep: Class 10 contains 11433 members 
Mstep: Class 11 contains 10416 members 
Mstep: Class 12 contains 7360 members 
Mstep: Class 13 contains 19064 members 
Mstep: Class 14 contains 37823 members 
Mstep: Class 15 contains 17004 members 
Mstep: Class 16 contains 23992 members 
Mstep: Class 17 contains 28724 members 
Mstep: Class 18 contains 19941 members 
Mstep: Class 19 contains 1486 members 
Mstep: Class 20 contains 200563 members 
Mstep: Class 21 contains 36108 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 6491 members 
Mstep: Class 24 contains 1831 members 
Mstep: Class 25 contains 35574 members 
Mstep: Class 26 contains 6428 members 
Mstep: Class 27 contains 14680 members 
Mstep: Class 28 contains 21029 members 
Mstep: Class 29 contains 37641 members 
Mstep: Class 30 contains 9011 members 
Mstep: Class 31 contains 8936 members 
Mstep: Class 32 contains 1040 members 
Mstep: Class 33 contains 8067 members 
Mstep: Class 34 contains 3981 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 1414 members 
Mstep: Class 37 contains 4198 members 
Mstep: Class 38 contains 3357 members 
Mstep: Class 39 contains 33430 members 
Mstep: Class 40 contains 18282 members 
Mstep: Class 41 contains 16075 members 
Mstep: Class 42 contains 3053 members 
Mstep: Class 43 contains 2657 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 2003 members 
Mstep: Class 46 contains 574 members 
Mstep: Class 47 contains 8524 members 
Mstep: Class 48 contains 1129 members 
Mstep: Class 49 contains 1348 members 
Entering Unmasked Estep 
Score: -88118880.000000 Penalty: 99961.906250
Splitting cluster 46 changes total score from -88118456.000000 to -88118880.000000
So it's getting split into cluster 49.
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61640 members 
Mstep: Class 2 contains 10207 members 
Mstep: Class 3 contains 6958 members 
Mstep: Class 4 contains 48222 members 
Mstep: Class 5 contains 8796 members 
Mstep: Class 6 contains 11500 members 
Mstep: Class 7 contains 58260 members 
Mstep: Class 8 contains 11055 members 
Mstep: Class 9 contains 11160 members 
Mstep: Class 10 contains 11433 members 
Mstep: Class 11 contains 10416 members 
Mstep: Class 12 contains 7360 members 
Mstep: Class 13 contains 19064 members 
Mstep: Class 14 contains 37823 members 
Mstep: Class 15 contains 17004 members 
Mstep: Class 16 contains 23992 members 
Mstep: Class 17 contains 28724 members 
Mstep: Class 18 contains 19941 members 
Mstep: Class 19 contains 1486 members 
Mstep: Class 20 contains 200563 members 
Mstep: Class 21 contains 36108 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 6491 members 
Mstep: Class 24 contains 1831 members 
Mstep: Class 25 contains 35574 members 
Mstep: Class 26 contains 6428 members 
Mstep: Class 27 contains 14680 members 
Mstep: Class 28 contains 21029 members 
Mstep: Class 29 contains 37641 members 
Mstep: Class 30 contains 9011 members 
Mstep: Class 31 contains 8936 members 
Mstep: Class 32 contains 1040 members 
Mstep: Class 33 contains 8067 members 
Mstep: Class 34 contains 3981 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 1414 members 
Mstep: Class 37 contains 4198 members 
Mstep: Class 38 contains 3357 members 
Mstep: Class 39 contains 33430 members 
Mstep: Class 40 contains 18282 members 
Mstep: Class 41 contains 16075 members 
Mstep: Class 42 contains 3053 members 
Mstep: Class 43 contains 2657 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 2003 members 
Mstep: Class 46 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88120792.000000 Penalty: 99961.906250
Iteration 199Q: 50 clusters Score -8.812079e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61649 members 
Mstep: Class 2 contains 10209 members 
Mstep: Class 3 contains 6964 members 
Mstep: Class 4 contains 48224 members 
Mstep: Class 5 contains 8827 members 
Mstep: Class 6 contains 11500 members 
Mstep: Class 7 contains 58282 members 
Mstep: Class 8 contains 10987 members 
Mstep: Class 9 contains 11110 members 
Mstep: Class 10 contains 11446 members 
Mstep: Class 11 contains 10379 members 
Mstep: Class 12 contains 7373 members 
Mstep: Class 13 contains 19079 members 
Mstep: Class 14 contains 37883 members 
Mstep: Class 15 contains 16872 members 
Mstep: Class 16 contains 24030 members 
Mstep: Class 17 contains 28776 members 
Mstep: Class 18 contains 19980 members 
Mstep: Class 19 contains 1508 members 
Mstep: Class 20 contains 200540 members 
Mstep: Class 21 contains 36115 members 
Mstep: Class 22 contains 1918 members 
Mstep: Class 23 contains 6491 members 
Mstep: Class 24 contains 1839 members 
Mstep: Class 25 contains 35612 members 
Mstep: Class 26 contains 6436 members 
Mstep: Class 27 contains 14719 members 
Mstep: Class 28 contains 21059 members 
Mstep: Class 29 contains 37681 members 
Mstep: Class 30 contains 9350 members 
Mstep: Class 31 contains 8936 members 
Mstep: Class 32 contains 1040 members 
Mstep: Class 33 contains 8098 members 
Mstep: Class 34 contains 3982 members 
Mstep: Class 35 contains 267 members 
Mstep: Class 36 contains 1474 members 
Mstep: Class 37 contains 4200 members 
Mstep: Class 38 contains 3357 members 
Mstep: Class 39 contains 33443 members 
Mstep: Class 40 contains 18200 members 
Mstep: Class 41 contains 15977 members 
Mstep: Class 42 contains 3035 members 
Mstep: Class 43 contains 2642 members 
Mstep: Class 44 contains 5092 members 
Mstep: Class 45 contains 2009 members 
Mstep: Class 46 contains 945 members 
Mstep: Class 47 contains 7928 members 
Mstep: Class 48 contains 1082 members 
Mstep: Class 49 contains 1221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88122880.000000 Penalty: 99961.906250
Iteration 200F: 50 clusters Score -8.812288e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61607 members 
Mstep: Class 2 contains 10210 members 
Mstep: Class 3 contains 6964 members 
Mstep: Class 4 contains 48230 members 
Mstep: Class 5 contains 8780 members 
Mstep: Class 6 contains 11500 members 
Mstep: Class 7 contains 58157 members 
Mstep: Class 8 contains 10928 members 
Mstep: Class 9 contains 11082 members 
Mstep: Class 10 contains 11453 members 
Mstep: Class 11 contains 10353 members 
Mstep: Class 12 contains 7351 members 
Mstep: Class 13 contains 19057 members 
Mstep: Class 14 contains 37867 members 
Mstep: Class 15 contains 16800 members 
Mstep: Class 16 contains 23950 members 
Mstep: Class 17 contains 28721 members 
Mstep: Class 18 contains 19953 members 
Mstep: Class 19 contains 1522 members 
Mstep: Class 20 contains 200358 members 
Mstep: Class 21 contains 36104 members 
Mstep: Class 22 contains 1879 members 
Mstep: Class 23 contains 6489 members 
Mstep: Class 24 contains 1834 members 
Mstep: Class 25 contains 35626 members 
Mstep: Class 26 contains 6432 members 
Mstep: Class 27 contains 14698 members 
Mstep: Class 28 contains 20963 members 
Mstep: Class 29 contains 37670 members 
Mstep: Class 30 contains 9613 members 
Mstep: Class 31 contains 8923 members 
Mstep: Class 32 contains 1041 members 
Mstep: Class 33 contains 8077 members 
Mstep: Class 34 contains 3976 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 1493 members 
Mstep: Class 37 contains 4201 members 
Mstep: Class 38 contains 3355 members 
Mstep: Class 39 contains 33453 members 
Mstep: Class 40 contains 18146 members 
Mstep: Class 41 contains 15900 members 
Mstep: Class 42 contains 3016 members 
Mstep: Class 43 contains 2627 members 
Mstep: Class 44 contains 5092 members 
Mstep: Class 45 contains 2008 members 
Mstep: Class 46 contains 1128 members 
Mstep: Class 47 contains 8494 members 
Mstep: Class 48 contains 1175 members 
Mstep: Class 49 contains 1245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88124400.000000 Penalty: 99961.906250
Iteration 201Q: 50 clusters Score -8.81244e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61563 members 
Mstep: Class 2 contains 10218 members 
Mstep: Class 3 contains 6964 members 
Mstep: Class 4 contains 48233 members 
Mstep: Class 5 contains 8747 members 
Mstep: Class 6 contains 11500 members 
Mstep: Class 7 contains 58065 members 
Mstep: Class 8 contains 10881 members 
Mstep: Class 9 contains 11068 members 
Mstep: Class 10 contains 11454 members 
Mstep: Class 11 contains 10338 members 
Mstep: Class 12 contains 7347 members 
Mstep: Class 13 contains 19031 members 
Mstep: Class 14 contains 37866 members 
Mstep: Class 15 contains 16730 members 
Mstep: Class 16 contains 23889 members 
Mstep: Class 17 contains 28707 members 
Mstep: Class 18 contains 19920 members 
Mstep: Class 19 contains 1535 members 
Mstep: Class 20 contains 200206 members 
Mstep: Class 21 contains 36100 members 
Mstep: Class 22 contains 1858 members 
Mstep: Class 23 contains 6488 members 
Mstep: Class 24 contains 1840 members 
Mstep: Class 25 contains 35644 members 
Mstep: Class 26 contains 6427 members 
Mstep: Class 27 contains 14695 members 
Mstep: Class 28 contains 20902 members 
Mstep: Class 29 contains 37657 members 
Mstep: Class 30 contains 9817 members 
Mstep: Class 31 contains 8921 members 
Mstep: Class 32 contains 1039 members 
Mstep: Class 33 contains 8066 members 
Mstep: Class 34 contains 3978 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 1521 members 
Mstep: Class 37 contains 4201 members 
Mstep: Class 38 contains 3351 members 
Mstep: Class 39 contains 33463 members 
Mstep: Class 40 contains 18112 members 
Mstep: Class 41 contains 15852 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 2617 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 2011 members 
Mstep: Class 46 contains 1196 members 
Mstep: Class 47 contains 8874 members 
Mstep: Class 48 contains 1226 members 
Mstep: Class 49 contains 1289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88124960.000000 Penalty: 99961.906250
Iteration 202Q: 50 clusters Score -8.812496e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61522 members 
Mstep: Class 2 contains 10225 members 
Mstep: Class 3 contains 6963 members 
Mstep: Class 4 contains 48233 members 
Mstep: Class 5 contains 8721 members 
Mstep: Class 6 contains 11502 members 
Mstep: Class 7 contains 57996 members 
Mstep: Class 8 contains 10850 members 
Mstep: Class 9 contains 11054 members 
Mstep: Class 10 contains 11452 members 
Mstep: Class 11 contains 10322 members 
Mstep: Class 12 contains 7344 members 
Mstep: Class 13 contains 19017 members 
Mstep: Class 14 contains 37860 members 
Mstep: Class 15 contains 16673 members 
Mstep: Class 16 contains 23834 members 
Mstep: Class 17 contains 28684 members 
Mstep: Class 18 contains 19899 members 
Mstep: Class 19 contains 1549 members 
Mstep: Class 20 contains 200103 members 
Mstep: Class 21 contains 36095 members 
Mstep: Class 22 contains 1844 members 
Mstep: Class 23 contains 6486 members 
Mstep: Class 24 contains 1841 members 
Mstep: Class 25 contains 35672 members 
Mstep: Class 26 contains 6426 members 
Mstep: Class 27 contains 14699 members 
Mstep: Class 28 contains 20838 members 
Mstep: Class 29 contains 37641 members 
Mstep: Class 30 contains 9990 members 
Mstep: Class 31 contains 8928 members 
Mstep: Class 32 contains 1039 members 
Mstep: Class 33 contains 8060 members 
Mstep: Class 34 contains 3982 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 1532 members 
Mstep: Class 37 contains 4202 members 
Mstep: Class 38 contains 3348 members 
Mstep: Class 39 contains 33475 members 
Mstep: Class 40 contains 18089 members 
Mstep: Class 41 contains 15820 members 
Mstep: Class 42 contains 2998 members 
Mstep: Class 43 contains 2611 members 
Mstep: Class 44 contains 5080 members 
Mstep: Class 45 contains 2002 members 
Mstep: Class 46 contains 1228 members 
Mstep: Class 47 contains 9180 members 
Mstep: Class 48 contains 1273 members 
Mstep: Class 49 contains 1319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88125280.000000 Penalty: 99961.906250
Iteration 203Q: 50 clusters Score -8.812528e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61493 members 
Mstep: Class 2 contains 10227 members 
Mstep: Class 3 contains 6960 members 
Mstep: Class 4 contains 48228 members 
Mstep: Class 5 contains 8705 members 
Mstep: Class 6 contains 11501 members 
Mstep: Class 7 contains 57940 members 
Mstep: Class 8 contains 10834 members 
Mstep: Class 9 contains 11039 members 
Mstep: Class 10 contains 11457 members 
Mstep: Class 11 contains 10311 members 
Mstep: Class 12 contains 7351 members 
Mstep: Class 13 contains 18998 members 
Mstep: Class 14 contains 37851 members 
Mstep: Class 15 contains 16629 members 
Mstep: Class 16 contains 23776 members 
Mstep: Class 17 contains 28674 members 
Mstep: Class 18 contains 19882 members 
Mstep: Class 19 contains 1559 members 
Mstep: Class 20 contains 200026 members 
Mstep: Class 21 contains 36097 members 
Mstep: Class 22 contains 1835 members 
Mstep: Class 23 contains 6480 members 
Mstep: Class 24 contains 1843 members 
Mstep: Class 25 contains 35696 members 
Mstep: Class 26 contains 6425 members 
Mstep: Class 27 contains 14701 members 
Mstep: Class 28 contains 20772 members 
Mstep: Class 29 contains 37631 members 
Mstep: Class 30 contains 10134 members 
Mstep: Class 31 contains 8937 members 
Mstep: Class 32 contains 1040 members 
Mstep: Class 33 contains 8052 members 
Mstep: Class 34 contains 3989 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 1542 members 
Mstep: Class 37 contains 4202 members 
Mstep: Class 38 contains 3351 members 
Mstep: Class 39 contains 33484 members 
Mstep: Class 40 contains 18071 members 
Mstep: Class 41 contains 15794 members 
Mstep: Class 42 contains 2984 members 
Mstep: Class 43 contains 2606 members 
Mstep: Class 44 contains 5079 members 
Mstep: Class 45 contains 1991 members 
Mstep: Class 46 contains 1240 members 
Mstep: Class 47 contains 9437 members 
Mstep: Class 48 contains 1311 members 
Mstep: Class 49 contains 1336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88125256.000000 Penalty: 99961.906250
Iteration 204Q: 50 clusters Score -8.812526e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61485 members 
Mstep: Class 2 contains 10228 members 
Mstep: Class 3 contains 6959 members 
Mstep: Class 4 contains 48225 members 
Mstep: Class 5 contains 8678 members 
Mstep: Class 6 contains 11499 members 
Mstep: Class 7 contains 57886 members 
Mstep: Class 8 contains 10811 members 
Mstep: Class 9 contains 11030 members 
Mstep: Class 10 contains 11456 members 
Mstep: Class 11 contains 10306 members 
Mstep: Class 12 contains 7355 members 
Mstep: Class 13 contains 18983 members 
Mstep: Class 14 contains 37847 members 
Mstep: Class 15 contains 16599 members 
Mstep: Class 16 contains 23729 members 
Mstep: Class 17 contains 28661 members 
Mstep: Class 18 contains 19870 members 
Mstep: Class 19 contains 1561 members 
Mstep: Class 20 contains 199976 members 
Mstep: Class 21 contains 36108 members 
Mstep: Class 22 contains 1826 members 
Mstep: Class 23 contains 6476 members 
Mstep: Class 24 contains 1845 members 
Mstep: Class 25 contains 35730 members 
Mstep: Class 26 contains 6423 members 
Mstep: Class 27 contains 14700 members 
Mstep: Class 28 contains 20730 members 
Mstep: Class 29 contains 37622 members 
Mstep: Class 30 contains 10249 members 
Mstep: Class 31 contains 8949 members 
Mstep: Class 32 contains 1040 members 
Mstep: Class 33 contains 8046 members 
Mstep: Class 34 contains 3993 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 1549 members 
Mstep: Class 37 contains 4201 members 
Mstep: Class 38 contains 3353 members 
Mstep: Class 39 contains 33504 members 
Mstep: Class 40 contains 18059 members 
Mstep: Class 41 contains 15763 members 
Mstep: Class 42 contains 2976 members 
Mstep: Class 43 contains 2603 members 
Mstep: Class 44 contains 5079 members 
Mstep: Class 45 contains 1991 members 
Mstep: Class 46 contains 1232 members 
Mstep: Class 47 contains 9617 members 
Mstep: Class 48 contains 1342 members 
Mstep: Class 49 contains 1352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88125504.000000 Penalty: 99961.906250
Iteration 205Q: 50 clusters Score -8.81255e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61476 members 
Mstep: Class 2 contains 10231 members 
Mstep: Class 3 contains 6959 members 
Mstep: Class 4 contains 48230 members 
Mstep: Class 5 contains 8660 members 
Mstep: Class 6 contains 11502 members 
Mstep: Class 7 contains 57834 members 
Mstep: Class 8 contains 10794 members 
Mstep: Class 9 contains 11027 members 
Mstep: Class 10 contains 11453 members 
Mstep: Class 11 contains 10301 members 
Mstep: Class 12 contains 7362 members 
Mstep: Class 13 contains 18968 members 
Mstep: Class 14 contains 37842 members 
Mstep: Class 15 contains 16582 members 
Mstep: Class 16 contains 23684 members 
Mstep: Class 17 contains 28656 members 
Mstep: Class 18 contains 19853 members 
Mstep: Class 19 contains 1566 members 
Mstep: Class 20 contains 199928 members 
Mstep: Class 21 contains 36114 members 
Mstep: Class 22 contains 1815 members 
Mstep: Class 23 contains 6474 members 
Mstep: Class 24 contains 1852 members 
Mstep: Class 25 contains 35761 members 
Mstep: Class 26 contains 6423 members 
Mstep: Class 27 contains 14698 members 
Mstep: Class 28 contains 20692 members 
Mstep: Class 29 contains 37618 members 
Mstep: Class 30 contains 10335 members 
Mstep: Class 31 contains 8955 members 
Mstep: Class 32 contains 1040 members 
Mstep: Class 33 contains 8046 members 
Mstep: Class 34 contains 3994 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 1553 members 
Mstep: Class 37 contains 4195 members 
Mstep: Class 38 contains 3350 members 
Mstep: Class 39 contains 33531 members 
Mstep: Class 40 contains 18051 members 
Mstep: Class 41 contains 15741 members 
Mstep: Class 42 contains 2962 members 
Mstep: Class 43 contains 2600 members 
Mstep: Class 44 contains 5077 members 
Mstep: Class 45 contains 1983 members 
Mstep: Class 46 contains 1230 members 
Mstep: Class 47 contains 9775 members 
Mstep: Class 48 contains 1369 members 
Mstep: Class 49 contains 1360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88125560.000000 Penalty: 99961.906250
Iteration 206Q: 50 clusters Score -8.812556e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61474 members 
Mstep: Class 2 contains 10237 members 
Mstep: Class 3 contains 6957 members 
Mstep: Class 4 contains 48229 members 
Mstep: Class 5 contains 8645 members 
Mstep: Class 6 contains 11504 members 
Mstep: Class 7 contains 57783 members 
Mstep: Class 8 contains 10777 members 
Mstep: Class 9 contains 11028 members 
Mstep: Class 10 contains 11453 members 
Mstep: Class 11 contains 10299 members 
Mstep: Class 12 contains 7369 members 
Mstep: Class 13 contains 18960 members 
Mstep: Class 14 contains 37834 members 
Mstep: Class 15 contains 16565 members 
Mstep: Class 16 contains 23647 members 
Mstep: Class 17 contains 28648 members 
Mstep: Class 18 contains 19850 members 
Mstep: Class 19 contains 1570 members 
Mstep: Class 20 contains 199893 members 
Mstep: Class 21 contains 36120 members 
Mstep: Class 22 contains 1810 members 
Mstep: Class 23 contains 6475 members 
Mstep: Class 24 contains 1851 members 
Mstep: Class 25 contains 35785 members 
Mstep: Class 26 contains 6418 members 
Mstep: Class 27 contains 14699 members 
Mstep: Class 28 contains 20654 members 
Mstep: Class 29 contains 37614 members 
Mstep: Class 30 contains 10402 members 
Mstep: Class 31 contains 8966 members 
Mstep: Class 32 contains 1040 members 
Mstep: Class 33 contains 8045 members 
Mstep: Class 34 contains 3997 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 1557 members 
Mstep: Class 37 contains 4196 members 
Mstep: Class 38 contains 3350 members 
Mstep: Class 39 contains 33547 members 
Mstep: Class 40 contains 18044 members 
Mstep: Class 41 contains 15728 members 
Mstep: Class 42 contains 2954 members 
Mstep: Class 43 contains 2601 members 
Mstep: Class 44 contains 5077 members 
Mstep: Class 45 contains 1977 members 
Mstep: Class 46 contains 1236 members 
Mstep: Class 47 contains 9886 members 
Mstep: Class 48 contains 1390 members 
Mstep: Class 49 contains 1361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88125728.000000 Penalty: 99961.906250
Iteration 207Q: 50 clusters Score -8.812573e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61472 members 
Mstep: Class 2 contains 10240 members 
Mstep: Class 3 contains 6955 members 
Mstep: Class 4 contains 48227 members 
Mstep: Class 5 contains 8634 members 
Mstep: Class 6 contains 11506 members 
Mstep: Class 7 contains 57737 members 
Mstep: Class 8 contains 10758 members 
Mstep: Class 9 contains 11029 members 
Mstep: Class 10 contains 11452 members 
Mstep: Class 11 contains 10298 members 
Mstep: Class 12 contains 7380 members 
Mstep: Class 13 contains 18957 members 
Mstep: Class 14 contains 37834 members 
Mstep: Class 15 contains 16551 members 
Mstep: Class 16 contains 23613 members 
Mstep: Class 17 contains 28648 members 
Mstep: Class 18 contains 19841 members 
Mstep: Class 19 contains 1570 members 
Mstep: Class 20 contains 199865 members 
Mstep: Class 21 contains 36126 members 
Mstep: Class 22 contains 1808 members 
Mstep: Class 23 contains 6476 members 
Mstep: Class 24 contains 1852 members 
Mstep: Class 25 contains 35813 members 
Mstep: Class 26 contains 6416 members 
Mstep: Class 27 contains 14698 members 
Mstep: Class 28 contains 20617 members 
Mstep: Class 29 contains 37609 members 
Mstep: Class 30 contains 10451 members 
Mstep: Class 31 contains 8979 members 
Mstep: Class 32 contains 1040 members 
Mstep: Class 33 contains 8043 members 
Mstep: Class 34 contains 3997 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 1560 members 
Mstep: Class 37 contains 4197 members 
Mstep: Class 38 contains 3348 members 
Mstep: Class 39 contains 33559 members 
Mstep: Class 40 contains 18041 members 
Mstep: Class 41 contains 15721 members 
Mstep: Class 42 contains 2948 members 
Mstep: Class 43 contains 2601 members 
Mstep: Class 44 contains 5077 members 
Mstep: Class 45 contains 1972 members 
Mstep: Class 46 contains 1236 members 
Mstep: Class 47 contains 9978 members 
Mstep: Class 48 contains 1412 members 
Mstep: Class 49 contains 1360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88125624.000000 Penalty: 99961.906250
Iteration 208Q: 50 clusters Score -8.812562e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61469 members 
Mstep: Class 2 contains 10244 members 
Mstep: Class 3 contains 6954 members 
Mstep: Class 4 contains 48226 members 
Mstep: Class 5 contains 8621 members 
Mstep: Class 6 contains 11507 members 
Mstep: Class 7 contains 57708 members 
Mstep: Class 8 contains 10746 members 
Mstep: Class 9 contains 11030 members 
Mstep: Class 10 contains 11452 members 
Mstep: Class 11 contains 10297 members 
Mstep: Class 12 contains 7384 members 
Mstep: Class 13 contains 18958 members 
Mstep: Class 14 contains 37830 members 
Mstep: Class 15 contains 16539 members 
Mstep: Class 16 contains 23583 members 
Mstep: Class 17 contains 28647 members 
Mstep: Class 18 contains 19835 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 199839 members 
Mstep: Class 21 contains 36128 members 
Mstep: Class 22 contains 1808 members 
Mstep: Class 23 contains 6476 members 
Mstep: Class 24 contains 1852 members 
Mstep: Class 25 contains 35837 members 
Mstep: Class 26 contains 6416 members 
Mstep: Class 27 contains 14703 members 
Mstep: Class 28 contains 20583 members 
Mstep: Class 29 contains 37607 members 
Mstep: Class 30 contains 10486 members 
Mstep: Class 31 contains 8985 members 
Mstep: Class 32 contains 1040 members 
Mstep: Class 33 contains 8039 members 
Mstep: Class 34 contains 4003 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 1562 members 
Mstep: Class 37 contains 4197 members 
Mstep: Class 38 contains 3348 members 
Mstep: Class 39 contains 33566 members 
Mstep: Class 40 contains 18039 members 
Mstep: Class 41 contains 15709 members 
Mstep: Class 42 contains 2942 members 
Mstep: Class 43 contains 2600 members 
Mstep: Class 44 contains 5078 members 
Mstep: Class 45 contains 1972 members 
Mstep: Class 46 contains 1239 members 
Mstep: Class 47 contains 10052 members 
Mstep: Class 48 contains 1431 members 
Mstep: Class 49 contains 1364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88125648.000000 Penalty: 99961.906250
Iteration 209Q: 50 clusters Score -8.812565e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61471 members 
Mstep: Class 2 contains 10249 members 
Mstep: Class 3 contains 6954 members 
Mstep: Class 4 contains 48224 members 
Mstep: Class 5 contains 8607 members 
Mstep: Class 6 contains 11507 members 
Mstep: Class 7 contains 57674 members 
Mstep: Class 8 contains 10735 members 
Mstep: Class 9 contains 11030 members 
Mstep: Class 10 contains 11449 members 
Mstep: Class 11 contains 10297 members 
Mstep: Class 12 contains 7384 members 
Mstep: Class 13 contains 18956 members 
Mstep: Class 14 contains 37829 members 
Mstep: Class 15 contains 16534 members 
Mstep: Class 16 contains 23558 members 
Mstep: Class 17 contains 28648 members 
Mstep: Class 18 contains 19830 members 
Mstep: Class 19 contains 1573 members 
Mstep: Class 20 contains 199815 members 
Mstep: Class 21 contains 36132 members 
Mstep: Class 22 contains 1804 members 
Mstep: Class 23 contains 6476 members 
Mstep: Class 24 contains 1852 members 
Mstep: Class 25 contains 35851 members 
Mstep: Class 26 contains 6415 members 
Mstep: Class 27 contains 14708 members 
Mstep: Class 28 contains 20563 members 
Mstep: Class 29 contains 37601 members 
Mstep: Class 30 contains 10519 members 
Mstep: Class 31 contains 8994 members 
Mstep: Class 32 contains 1040 members 
Mstep: Class 33 contains 8037 members 
Mstep: Class 34 contains 4004 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 1563 members 
Mstep: Class 37 contains 4199 members 
Mstep: Class 38 contains 3348 members 
Mstep: Class 39 contains 33578 members 
Mstep: Class 40 contains 18033 members 
Mstep: Class 41 contains 15700 members 
Mstep: Class 42 contains 2935 members 
Mstep: Class 43 contains 2598 members 
Mstep: Class 44 contains 5078 members 
Mstep: Class 45 contains 1975 members 
Mstep: Class 46 contains 1235 members 
Mstep: Class 47 contains 10119 members 
Mstep: Class 48 contains 1457 members 
Mstep: Class 49 contains 1364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88125664.000000 Penalty: 99961.906250
Iteration 210Q: 50 clusters Score -8.812566e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61470 members 
Mstep: Class 2 contains 10255 members 
Mstep: Class 3 contains 6953 members 
Mstep: Class 4 contains 48224 members 
Mstep: Class 5 contains 8589 members 
Mstep: Class 6 contains 11509 members 
Mstep: Class 7 contains 57643 members 
Mstep: Class 8 contains 10725 members 
Mstep: Class 9 contains 11028 members 
Mstep: Class 10 contains 11448 members 
Mstep: Class 11 contains 10294 members 
Mstep: Class 12 contains 7386 members 
Mstep: Class 13 contains 18960 members 
Mstep: Class 14 contains 37827 members 
Mstep: Class 15 contains 16530 members 
Mstep: Class 16 contains 23539 members 
Mstep: Class 17 contains 28642 members 
Mstep: Class 18 contains 19825 members 
Mstep: Class 19 contains 1575 members 
Mstep: Class 20 contains 199787 members 
Mstep: Class 21 contains 36130 members 
Mstep: Class 22 contains 1803 members 
Mstep: Class 23 contains 6475 members 
Mstep: Class 24 contains 1857 members 
Mstep: Class 25 contains 35867 members 
Mstep: Class 26 contains 6414 members 
Mstep: Class 27 contains 14713 members 
Mstep: Class 28 contains 20537 members 
Mstep: Class 29 contains 37594 members 
Mstep: Class 30 contains 10553 members 
Mstep: Class 31 contains 9002 members 
Mstep: Class 32 contains 1041 members 
Mstep: Class 33 contains 8037 members 
Mstep: Class 34 contains 4011 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 1564 members 
Mstep: Class 37 contains 4201 members 
Mstep: Class 38 contains 3348 members 
Mstep: Class 39 contains 33593 members 
Mstep: Class 40 contains 18030 members 
Mstep: Class 41 contains 15687 members 
Mstep: Class 42 contains 2927 members 
Mstep: Class 43 contains 2596 members 
Mstep: Class 44 contains 5079 members 
Mstep: Class 45 contains 1974 members 
Mstep: Class 46 contains 1235 members 
Mstep: Class 47 contains 10181 members 
Mstep: Class 48 contains 1480 members 
Mstep: Class 49 contains 1364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88125832.000000 Penalty: 99961.906250
Iteration 211Q: 50 clusters Score -8.812583e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61465 members 
Mstep: Class 2 contains 10260 members 
Mstep: Class 3 contains 6955 members 
Mstep: Class 4 contains 48226 members 
Mstep: Class 5 contains 8571 members 
Mstep: Class 6 contains 11511 members 
Mstep: Class 7 contains 57610 members 
Mstep: Class 8 contains 10712 members 
Mstep: Class 9 contains 11025 members 
Mstep: Class 10 contains 11446 members 
Mstep: Class 11 contains 10290 members 
Mstep: Class 12 contains 7387 members 
Mstep: Class 13 contains 18961 members 
Mstep: Class 14 contains 37824 members 
Mstep: Class 15 contains 16525 members 
Mstep: Class 16 contains 23528 members 
Mstep: Class 17 contains 28641 members 
Mstep: Class 18 contains 19820 members 
Mstep: Class 19 contains 1578 members 
Mstep: Class 20 contains 199764 members 
Mstep: Class 21 contains 36129 members 
Mstep: Class 22 contains 1803 members 
Mstep: Class 23 contains 6470 members 
Mstep: Class 24 contains 1857 members 
Mstep: Class 25 contains 35882 members 
Mstep: Class 26 contains 6413 members 
Mstep: Class 27 contains 14723 members 
Mstep: Class 28 contains 20518 members 
Mstep: Class 29 contains 37594 members 
Mstep: Class 30 contains 10591 members 
Mstep: Class 31 contains 9007 members 
Mstep: Class 32 contains 1042 members 
Mstep: Class 33 contains 8035 members 
Mstep: Class 34 contains 4018 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 1565 members 
Mstep: Class 37 contains 4204 members 
Mstep: Class 38 contains 3349 members 
Mstep: Class 39 contains 33612 members 
Mstep: Class 40 contains 18025 members 
Mstep: Class 41 contains 15676 members 
Mstep: Class 42 contains 2918 members 
Mstep: Class 43 contains 2593 members 
Mstep: Class 44 contains 5079 members 
Mstep: Class 45 contains 1972 members 
Mstep: Class 46 contains 1238 members 
Mstep: Class 47 contains 10220 members 
Mstep: Class 48 contains 1501 members 
Mstep: Class 49 contains 1369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88125920.000000 Penalty: 99961.906250
Iteration 212Q: 50 clusters Score -8.812592e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61458 members 
Mstep: Class 2 contains 10266 members 
Mstep: Class 3 contains 6960 members 
Mstep: Class 4 contains 48225 members 
Mstep: Class 5 contains 8561 members 
Mstep: Class 6 contains 11512 members 
Mstep: Class 7 contains 57578 members 
Mstep: Class 8 contains 10705 members 
Mstep: Class 9 contains 11022 members 
Mstep: Class 10 contains 11446 members 
Mstep: Class 11 contains 10289 members 
Mstep: Class 12 contains 7393 members 
Mstep: Class 13 contains 18961 members 
Mstep: Class 14 contains 37822 members 
Mstep: Class 15 contains 16520 members 
Mstep: Class 16 contains 23516 members 
Mstep: Class 17 contains 28637 members 
Mstep: Class 18 contains 19812 members 
Mstep: Class 19 contains 1580 members 
Mstep: Class 20 contains 199748 members 
Mstep: Class 21 contains 36134 members 
Mstep: Class 22 contains 1803 members 
Mstep: Class 23 contains 6466 members 
Mstep: Class 24 contains 1858 members 
Mstep: Class 25 contains 35901 members 
Mstep: Class 26 contains 6411 members 
Mstep: Class 27 contains 14727 members 
Mstep: Class 28 contains 20489 members 
Mstep: Class 29 contains 37590 members 
Mstep: Class 30 contains 10616 members 
Mstep: Class 31 contains 9020 members 
Mstep: Class 32 contains 1044 members 
Mstep: Class 33 contains 8032 members 
Mstep: Class 34 contains 4022 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 1565 members 
Mstep: Class 37 contains 4204 members 
Mstep: Class 38 contains 3350 members 
Mstep: Class 39 contains 33633 members 
Mstep: Class 40 contains 18027 members 
Mstep: Class 41 contains 15668 members 
Mstep: Class 42 contains 2911 members 
Mstep: Class 43 contains 2591 members 
Mstep: Class 44 contains 5079 members 
Mstep: Class 45 contains 1970 members 
Mstep: Class 46 contains 1239 members 
Mstep: Class 47 contains 10258 members 
Mstep: Class 48 contains 1514 members 
Mstep: Class 49 contains 1369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88125736.000000 Penalty: 99961.906250
Iteration 213Q: 50 clusters Score -8.812574e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61457 members 
Mstep: Class 2 contains 10273 members 
Mstep: Class 3 contains 6965 members 
Mstep: Class 4 contains 48219 members 
Mstep: Class 5 contains 8549 members 
Mstep: Class 6 contains 11514 members 
Mstep: Class 7 contains 57551 members 
Mstep: Class 8 contains 10697 members 
Mstep: Class 9 contains 11021 members 
Mstep: Class 10 contains 11445 members 
Mstep: Class 11 contains 10289 members 
Mstep: Class 12 contains 7401 members 
Mstep: Class 13 contains 18960 members 
Mstep: Class 14 contains 37819 members 
Mstep: Class 15 contains 16518 members 
Mstep: Class 16 contains 23511 members 
Mstep: Class 17 contains 28630 members 
Mstep: Class 18 contains 19805 members 
Mstep: Class 19 contains 1580 members 
Mstep: Class 20 contains 199732 members 
Mstep: Class 21 contains 36131 members 
Mstep: Class 22 contains 1803 members 
Mstep: Class 23 contains 6464 members 
Mstep: Class 24 contains 1857 members 
Mstep: Class 25 contains 35919 members 
Mstep: Class 26 contains 6411 members 
Mstep: Class 27 contains 14727 members 
Mstep: Class 28 contains 20456 members 
Mstep: Class 29 contains 37588 members 
Mstep: Class 30 contains 10634 members 
Mstep: Class 31 contains 9033 members 
Mstep: Class 32 contains 1044 members 
Mstep: Class 33 contains 8029 members 
Mstep: Class 34 contains 4025 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 1567 members 
Mstep: Class 37 contains 4206 members 
Mstep: Class 38 contains 3353 members 
Mstep: Class 39 contains 33652 members 
Mstep: Class 40 contains 18026 members 
Mstep: Class 41 contains 15658 members 
Mstep: Class 42 contains 2909 members 
Mstep: Class 43 contains 2589 members 
Mstep: Class 44 contains 5080 members 
Mstep: Class 45 contains 1968 members 
Mstep: Class 46 contains 1239 members 
Mstep: Class 47 contains 10301 members 
Mstep: Class 48 contains 1527 members 
Mstep: Class 49 contains 1370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88125896.000000 Penalty: 99961.906250
Iteration 214Q: 50 clusters Score -8.81259e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61458 members 
Mstep: Class 2 contains 10280 members 
Mstep: Class 3 contains 6969 members 
Mstep: Class 4 contains 48217 members 
Mstep: Class 5 contains 8541 members 
Mstep: Class 6 contains 11516 members 
Mstep: Class 7 contains 57522 members 
Mstep: Class 8 contains 10684 members 
Mstep: Class 9 contains 11020 members 
Mstep: Class 10 contains 11445 members 
Mstep: Class 11 contains 10289 members 
Mstep: Class 12 contains 7405 members 
Mstep: Class 13 contains 18961 members 
Mstep: Class 14 contains 37816 members 
Mstep: Class 15 contains 16514 members 
Mstep: Class 16 contains 23496 members 
Mstep: Class 17 contains 28627 members 
Mstep: Class 18 contains 19801 members 
Mstep: Class 19 contains 1580 members 
Mstep: Class 20 contains 199703 members 
Mstep: Class 21 contains 36134 members 
Mstep: Class 22 contains 1803 members 
Mstep: Class 23 contains 6462 members 
Mstep: Class 24 contains 1859 members 
Mstep: Class 25 contains 35933 members 
Mstep: Class 26 contains 6410 members 
Mstep: Class 27 contains 14730 members 
Mstep: Class 28 contains 20438 members 
Mstep: Class 29 contains 37586 members 
Mstep: Class 30 contains 10653 members 
Mstep: Class 31 contains 9040 members 
Mstep: Class 32 contains 1044 members 
Mstep: Class 33 contains 8030 members 
Mstep: Class 34 contains 4024 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 1570 members 
Mstep: Class 37 contains 4208 members 
Mstep: Class 38 contains 3356 members 
Mstep: Class 39 contains 33671 members 
Mstep: Class 40 contains 18024 members 
Mstep: Class 41 contains 15649 members 
Mstep: Class 42 contains 2909 members 
Mstep: Class 43 contains 2589 members 
Mstep: Class 44 contains 5082 members 
Mstep: Class 45 contains 1966 members 
Mstep: Class 46 contains 1239 members 
Mstep: Class 47 contains 10339 members 
Mstep: Class 48 contains 1539 members 
Mstep: Class 49 contains 1371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88125848.000000 Penalty: 99961.906250
Iteration 215Q: 50 clusters Score -8.812585e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61459 members 
Mstep: Class 2 contains 10289 members 
Mstep: Class 3 contains 6971 members 
Mstep: Class 4 contains 48214 members 
Mstep: Class 5 contains 8526 members 
Mstep: Class 6 contains 11516 members 
Mstep: Class 7 contains 57475 members 
Mstep: Class 8 contains 10676 members 
Mstep: Class 9 contains 11020 members 
Mstep: Class 10 contains 11444 members 
Mstep: Class 11 contains 10290 members 
Mstep: Class 12 contains 7408 members 
Mstep: Class 13 contains 18959 members 
Mstep: Class 14 contains 37815 members 
Mstep: Class 15 contains 16509 members 
Mstep: Class 16 contains 23486 members 
Mstep: Class 17 contains 28625 members 
Mstep: Class 18 contains 19801 members 
Mstep: Class 19 contains 1581 members 
Mstep: Class 20 contains 199694 members 
Mstep: Class 21 contains 36136 members 
Mstep: Class 22 contains 1801 members 
Mstep: Class 23 contains 6462 members 
Mstep: Class 24 contains 1859 members 
Mstep: Class 25 contains 35947 members 
Mstep: Class 26 contains 6408 members 
Mstep: Class 27 contains 14734 members 
Mstep: Class 28 contains 20414 members 
Mstep: Class 29 contains 37582 members 
Mstep: Class 30 contains 10675 members 
Mstep: Class 31 contains 9049 members 
Mstep: Class 32 contains 1044 members 
Mstep: Class 33 contains 8031 members 
Mstep: Class 34 contains 4025 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 1573 members 
Mstep: Class 37 contains 4208 members 
Mstep: Class 38 contains 3358 members 
Mstep: Class 39 contains 33694 members 
Mstep: Class 40 contains 18020 members 
Mstep: Class 41 contains 15642 members 
Mstep: Class 42 contains 2909 members 
Mstep: Class 43 contains 2589 members 
Mstep: Class 44 contains 5083 members 
Mstep: Class 45 contains 1961 members 
Mstep: Class 46 contains 1239 members 
Mstep: Class 47 contains 10377 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 1369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88125784.000000 Penalty: 99961.906250
Iteration 216Q: 50 clusters Score -8.812578e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61467 members 
Mstep: Class 2 contains 10296 members 
Mstep: Class 3 contains 6971 members 
Mstep: Class 4 contains 48215 members 
Mstep: Class 5 contains 8517 members 
Mstep: Class 6 contains 11516 members 
Mstep: Class 7 contains 57438 members 
Mstep: Class 8 contains 10661 members 
Mstep: Class 9 contains 11020 members 
Mstep: Class 10 contains 11443 members 
Mstep: Class 11 contains 10289 members 
Mstep: Class 12 contains 7409 members 
Mstep: Class 13 contains 18957 members 
Mstep: Class 14 contains 37814 members 
Mstep: Class 15 contains 16506 members 
Mstep: Class 16 contains 23471 members 
Mstep: Class 17 contains 28620 members 
Mstep: Class 18 contains 19799 members 
Mstep: Class 19 contains 1584 members 
Mstep: Class 20 contains 199693 members 
Mstep: Class 21 contains 36144 members 
Mstep: Class 22 contains 1799 members 
Mstep: Class 23 contains 6459 members 
Mstep: Class 24 contains 1858 members 
Mstep: Class 25 contains 35957 members 
Mstep: Class 26 contains 6407 members 
Mstep: Class 27 contains 14737 members 
Mstep: Class 28 contains 20386 members 
Mstep: Class 29 contains 37577 members 
Mstep: Class 30 contains 10685 members 
Mstep: Class 31 contains 9050 members 
Mstep: Class 32 contains 1043 members 
Mstep: Class 33 contains 8032 members 
Mstep: Class 34 contains 4028 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 1577 members 
Mstep: Class 37 contains 4208 members 
Mstep: Class 38 contains 3359 members 
Mstep: Class 39 contains 33715 members 
Mstep: Class 40 contains 18018 members 
Mstep: Class 41 contains 15641 members 
Mstep: Class 42 contains 2910 members 
Mstep: Class 43 contains 2589 members 
Mstep: Class 44 contains 5083 members 
Mstep: Class 45 contains 1958 members 
Mstep: Class 46 contains 1239 members 
Mstep: Class 47 contains 10420 members 
Mstep: Class 48 contains 1569 members 
Mstep: Class 49 contains 1368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88125976.000000 Penalty: 99961.906250
Iteration 217Q: 50 clusters Score -8.812598e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61477 members 
Mstep: Class 2 contains 10298 members 
Mstep: Class 3 contains 6971 members 
Mstep: Class 4 contains 48213 members 
Mstep: Class 5 contains 8511 members 
Mstep: Class 6 contains 11516 members 
Mstep: Class 7 contains 57399 members 
Mstep: Class 8 contains 10652 members 
Mstep: Class 9 contains 11020 members 
Mstep: Class 10 contains 11442 members 
Mstep: Class 11 contains 10289 members 
Mstep: Class 12 contains 7410 members 
Mstep: Class 13 contains 18957 members 
Mstep: Class 14 contains 37815 members 
Mstep: Class 15 contains 16504 members 
Mstep: Class 16 contains 23457 members 
Mstep: Class 17 contains 28617 members 
Mstep: Class 18 contains 19797 members 
Mstep: Class 19 contains 1586 members 
Mstep: Class 20 contains 199676 members 
Mstep: Class 21 contains 36146 members 
Mstep: Class 22 contains 1797 members 
Mstep: Class 23 contains 6454 members 
Mstep: Class 24 contains 1861 members 
Mstep: Class 25 contains 35965 members 
Mstep: Class 26 contains 6407 members 
Mstep: Class 27 contains 14737 members 
Mstep: Class 28 contains 20364 members 
Mstep: Class 29 contains 37573 members 
Mstep: Class 30 contains 10694 members 
Mstep: Class 31 contains 9056 members 
Mstep: Class 32 contains 1043 members 
Mstep: Class 33 contains 8031 members 
Mstep: Class 34 contains 4029 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 1583 members 
Mstep: Class 37 contains 4210 members 
Mstep: Class 38 contains 3359 members 
Mstep: Class 39 contains 33741 members 
Mstep: Class 40 contains 18018 members 
Mstep: Class 41 contains 15637 members 
Mstep: Class 42 contains 2909 members 
Mstep: Class 43 contains 2587 members 
Mstep: Class 44 contains 5083 members 
Mstep: Class 45 contains 1956 members 
Mstep: Class 46 contains 1239 members 
Mstep: Class 47 contains 10472 members 
Mstep: Class 48 contains 1577 members 
Mstep: Class 49 contains 1367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88126064.000000 Penalty: 99961.906250
Iteration 218Q: 50 clusters Score -8.812606e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61477 members 
Mstep: Class 2 contains 10299 members 
Mstep: Class 3 contains 6971 members 
Mstep: Class 4 contains 48210 members 
Mstep: Class 5 contains 8511 members 
Mstep: Class 6 contains 11517 members 
Mstep: Class 7 contains 57370 members 
Mstep: Class 8 contains 10640 members 
Mstep: Class 9 contains 11021 members 
Mstep: Class 10 contains 11442 members 
Mstep: Class 11 contains 10288 members 
Mstep: Class 12 contains 7416 members 
Mstep: Class 13 contains 18954 members 
Mstep: Class 14 contains 37815 members 
Mstep: Class 15 contains 16504 members 
Mstep: Class 16 contains 23445 members 
Mstep: Class 17 contains 28613 members 
Mstep: Class 18 contains 19792 members 
Mstep: Class 19 contains 1589 members 
Mstep: Class 20 contains 199659 members 
Mstep: Class 21 contains 36145 members 
Mstep: Class 22 contains 1797 members 
Mstep: Class 23 contains 6451 members 
Mstep: Class 24 contains 1863 members 
Mstep: Class 25 contains 35977 members 
Mstep: Class 26 contains 6406 members 
Mstep: Class 27 contains 14738 members 
Mstep: Class 28 contains 20342 members 
Mstep: Class 29 contains 37572 members 
Mstep: Class 30 contains 10699 members 
Mstep: Class 31 contains 9065 members 
Mstep: Class 32 contains 1043 members 
Mstep: Class 33 contains 8029 members 
Mstep: Class 34 contains 4030 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 1584 members 
Mstep: Class 37 contains 4212 members 
Mstep: Class 38 contains 3359 members 
Mstep: Class 39 contains 33757 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15635 members 
Mstep: Class 42 contains 2909 members 
Mstep: Class 43 contains 2586 members 
Mstep: Class 44 contains 5083 members 
Mstep: Class 45 contains 1958 members 
Mstep: Class 46 contains 1239 members 
Mstep: Class 47 contains 10526 members 
Mstep: Class 48 contains 1579 members 
Mstep: Class 49 contains 1368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88126056.000000 Penalty: 99961.906250
Iteration 219Q: 50 clusters Score -8.812606e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61478 members 
Mstep: Class 2 contains 10304 members 
Mstep: Class 3 contains 6971 members 
Mstep: Class 4 contains 48203 members 
Mstep: Class 5 contains 8507 members 
Mstep: Class 6 contains 11515 members 
Mstep: Class 7 contains 57354 members 
Mstep: Class 8 contains 10637 members 
Mstep: Class 9 contains 11020 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10288 members 
Mstep: Class 12 contains 7420 members 
Mstep: Class 13 contains 18954 members 
Mstep: Class 14 contains 37810 members 
Mstep: Class 15 contains 16504 members 
Mstep: Class 16 contains 23429 members 
Mstep: Class 17 contains 28617 members 
Mstep: Class 18 contains 19787 members 
Mstep: Class 19 contains 1589 members 
Mstep: Class 20 contains 199643 members 
Mstep: Class 21 contains 36146 members 
Mstep: Class 22 contains 1796 members 
Mstep: Class 23 contains 6451 members 
Mstep: Class 24 contains 1863 members 
Mstep: Class 25 contains 35985 members 
Mstep: Class 26 contains 6406 members 
Mstep: Class 27 contains 14743 members 
Mstep: Class 28 contains 20319 members 
Mstep: Class 29 contains 37569 members 
Mstep: Class 30 contains 10705 members 
Mstep: Class 31 contains 9073 members 
Mstep: Class 32 contains 1043 members 
Mstep: Class 33 contains 8025 members 
Mstep: Class 34 contains 4028 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 1585 members 
Mstep: Class 37 contains 4213 members 
Mstep: Class 38 contains 3360 members 
Mstep: Class 39 contains 33766 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15632 members 
Mstep: Class 42 contains 2909 members 
Mstep: Class 43 contains 2586 members 
Mstep: Class 44 contains 5083 members 
Mstep: Class 45 contains 1961 members 
Mstep: Class 46 contains 1239 members 
Mstep: Class 47 contains 10573 members 
Mstep: Class 48 contains 1585 members 
Mstep: Class 49 contains 1370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88126064.000000 Penalty: 99961.906250
Iteration 220F: 50 clusters Score -8.812606e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61468 members 
Mstep: Class 2 contains 10306 members 
Mstep: Class 3 contains 6971 members 
Mstep: Class 4 contains 48199 members 
Mstep: Class 5 contains 8505 members 
Mstep: Class 6 contains 11516 members 
Mstep: Class 7 contains 57344 members 
Mstep: Class 8 contains 10634 members 
Mstep: Class 9 contains 11020 members 
Mstep: Class 10 contains 11440 members 
Mstep: Class 11 contains 10288 members 
Mstep: Class 12 contains 7422 members 
Mstep: Class 13 contains 18953 members 
Mstep: Class 14 contains 37806 members 
Mstep: Class 15 contains 16503 members 
Mstep: Class 16 contains 23420 members 
Mstep: Class 17 contains 28616 members 
Mstep: Class 18 contains 19785 members 
Mstep: Class 19 contains 1589 members 
Mstep: Class 20 contains 199626 members 
Mstep: Class 21 contains 36152 members 
Mstep: Class 22 contains 1794 members 
Mstep: Class 23 contains 6452 members 
Mstep: Class 24 contains 1863 members 
Mstep: Class 25 contains 35989 members 
Mstep: Class 26 contains 6406 members 
Mstep: Class 27 contains 14745 members 
Mstep: Class 28 contains 20292 members 
Mstep: Class 29 contains 37568 members 
Mstep: Class 30 contains 10712 members 
Mstep: Class 31 contains 9079 members 
Mstep: Class 32 contains 1042 members 
Mstep: Class 33 contains 8023 members 
Mstep: Class 34 contains 4029 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 1587 members 
Mstep: Class 37 contains 4213 members 
Mstep: Class 38 contains 3362 members 
Mstep: Class 39 contains 33772 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15631 members 
Mstep: Class 42 contains 2909 members 
Mstep: Class 43 contains 2586 members 
Mstep: Class 44 contains 5083 members 
Mstep: Class 45 contains 1959 members 
Mstep: Class 46 contains 1253 members 
Mstep: Class 47 contains 10608 members 
Mstep: Class 48 contains 1594 members 
Mstep: Class 49 contains 1371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88126040.000000 Penalty: 99961.906250
Iteration 221Q: 50 clusters Score -8.812604e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61465 members 
Mstep: Class 2 contains 10310 members 
Mstep: Class 3 contains 6971 members 
Mstep: Class 4 contains 48195 members 
Mstep: Class 5 contains 8500 members 
Mstep: Class 6 contains 11516 members 
Mstep: Class 7 contains 57339 members 
Mstep: Class 8 contains 10631 members 
Mstep: Class 9 contains 11020 members 
Mstep: Class 10 contains 11439 members 
Mstep: Class 11 contains 10288 members 
Mstep: Class 12 contains 7426 members 
Mstep: Class 13 contains 18955 members 
Mstep: Class 14 contains 37801 members 
Mstep: Class 15 contains 16502 members 
Mstep: Class 16 contains 23412 members 
Mstep: Class 17 contains 28615 members 
Mstep: Class 18 contains 19777 members 
Mstep: Class 19 contains 1590 members 
Mstep: Class 20 contains 199622 members 
Mstep: Class 21 contains 36155 members 
Mstep: Class 22 contains 1792 members 
Mstep: Class 23 contains 6451 members 
Mstep: Class 24 contains 1863 members 
Mstep: Class 25 contains 35993 members 
Mstep: Class 26 contains 6406 members 
Mstep: Class 27 contains 14747 members 
Mstep: Class 28 contains 20267 members 
Mstep: Class 29 contains 37568 members 
Mstep: Class 30 contains 10715 members 
Mstep: Class 31 contains 9079 members 
Mstep: Class 32 contains 1042 members 
Mstep: Class 33 contains 8022 members 
Mstep: Class 34 contains 4029 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 1587 members 
Mstep: Class 37 contains 4214 members 
Mstep: Class 38 contains 3363 members 
Mstep: Class 39 contains 33776 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15631 members 
Mstep: Class 42 contains 2909 members 
Mstep: Class 43 contains 2586 members 
Mstep: Class 44 contains 5083 members 
Mstep: Class 45 contains 1959 members 
Mstep: Class 46 contains 1254 members 
Mstep: Class 47 contains 10637 members 
Mstep: Class 48 contains 1611 members 
Mstep: Class 49 contains 1372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88126088.000000 Penalty: 99961.906250
Iteration 222Q: 50 clusters Score -8.812609e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61465 members 
Mstep: Class 2 contains 10313 members 
Mstep: Class 3 contains 6972 members 
Mstep: Class 4 contains 48193 members 
Mstep: Class 5 contains 8503 members 
Mstep: Class 6 contains 11517 members 
Mstep: Class 7 contains 57325 members 
Mstep: Class 8 contains 10630 members 
Mstep: Class 9 contains 11019 members 
Mstep: Class 10 contains 11439 members 
Mstep: Class 11 contains 10287 members 
Mstep: Class 12 contains 7429 members 
Mstep: Class 13 contains 18956 members 
Mstep: Class 14 contains 37799 members 
Mstep: Class 15 contains 16502 members 
Mstep: Class 16 contains 23396 members 
Mstep: Class 17 contains 28613 members 
Mstep: Class 18 contains 19776 members 
Mstep: Class 19 contains 1591 members 
Mstep: Class 20 contains 199612 members 
Mstep: Class 21 contains 36161 members 
Mstep: Class 22 contains 1791 members 
Mstep: Class 23 contains 6452 members 
Mstep: Class 24 contains 1864 members 
Mstep: Class 25 contains 35996 members 
Mstep: Class 26 contains 6406 members 
Mstep: Class 27 contains 14749 members 
Mstep: Class 28 contains 20245 members 
Mstep: Class 29 contains 37567 members 
Mstep: Class 30 contains 10718 members 
Mstep: Class 31 contains 9085 members 
Mstep: Class 32 contains 1042 members 
Mstep: Class 33 contains 8021 members 
Mstep: Class 34 contains 4030 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 1587 members 
Mstep: Class 37 contains 4214 members 
Mstep: Class 38 contains 3364 members 
Mstep: Class 39 contains 33782 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15631 members 
Mstep: Class 42 contains 2909 members 
Mstep: Class 43 contains 2586 members 
Mstep: Class 44 contains 5083 members 
Mstep: Class 45 contains 1958 members 
Mstep: Class 46 contains 1258 members 
Mstep: Class 47 contains 10659 members 
Mstep: Class 48 contains 1618 members 
Mstep: Class 49 contains 1372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88126248.000000 Penalty: 99961.906250
Iteration 223Q: 50 clusters Score -8.812625e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61456 members 
Mstep: Class 2 contains 10317 members 
Mstep: Class 3 contains 6974 members 
Mstep: Class 4 contains 48194 members 
Mstep: Class 5 contains 8506 members 
Mstep: Class 6 contains 11517 members 
Mstep: Class 7 contains 57314 members 
Mstep: Class 8 contains 10628 members 
Mstep: Class 9 contains 11018 members 
Mstep: Class 10 contains 11439 members 
Mstep: Class 11 contains 10287 members 
Mstep: Class 12 contains 7432 members 
Mstep: Class 13 contains 18955 members 
Mstep: Class 14 contains 37798 members 
Mstep: Class 15 contains 16501 members 
Mstep: Class 16 contains 23387 members 
Mstep: Class 17 contains 28612 members 
Mstep: Class 18 contains 19773 members 
Mstep: Class 19 contains 1591 members 
Mstep: Class 20 contains 199593 members 
Mstep: Class 21 contains 36166 members 
Mstep: Class 22 contains 1792 members 
Mstep: Class 23 contains 6452 members 
Mstep: Class 24 contains 1863 members 
Mstep: Class 25 contains 36000 members 
Mstep: Class 26 contains 6406 members 
Mstep: Class 27 contains 14751 members 
Mstep: Class 28 contains 20219 members 
Mstep: Class 29 contains 37568 members 
Mstep: Class 30 contains 10721 members 
Mstep: Class 31 contains 9093 members 
Mstep: Class 32 contains 1042 members 
Mstep: Class 33 contains 8022 members 
Mstep: Class 34 contains 4031 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 1587 members 
Mstep: Class 37 contains 4214 members 
Mstep: Class 38 contains 3364 members 
Mstep: Class 39 contains 33788 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15631 members 
Mstep: Class 42 contains 2909 members 
Mstep: Class 43 contains 2586 members 
Mstep: Class 44 contains 5083 members 
Mstep: Class 45 contains 1957 members 
Mstep: Class 46 contains 1262 members 
Mstep: Class 47 contains 10691 members 
Mstep: Class 48 contains 1623 members 
Mstep: Class 49 contains 1372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88126344.000000 Penalty: 99961.906250
Iteration 224Q: 50 clusters Score -8.812634e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61448 members 
Mstep: Class 2 contains 10321 members 
Mstep: Class 3 contains 6976 members 
Mstep: Class 4 contains 48193 members 
Mstep: Class 5 contains 8506 members 
Mstep: Class 6 contains 11517 members 
Mstep: Class 7 contains 57298 members 
Mstep: Class 8 contains 10624 members 
Mstep: Class 9 contains 11018 members 
Mstep: Class 10 contains 11439 members 
Mstep: Class 11 contains 10287 members 
Mstep: Class 12 contains 7435 members 
Mstep: Class 13 contains 18953 members 
Mstep: Class 14 contains 37798 members 
Mstep: Class 15 contains 16500 members 
Mstep: Class 16 contains 23372 members 
Mstep: Class 17 contains 28615 members 
Mstep: Class 18 contains 19770 members 
Mstep: Class 19 contains 1592 members 
Mstep: Class 20 contains 199587 members 
Mstep: Class 21 contains 36174 members 
Mstep: Class 22 contains 1792 members 
Mstep: Class 23 contains 6451 members 
Mstep: Class 24 contains 1862 members 
Mstep: Class 25 contains 36004 members 
Mstep: Class 26 contains 6406 members 
Mstep: Class 27 contains 14754 members 
Mstep: Class 28 contains 20200 members 
Mstep: Class 29 contains 37568 members 
Mstep: Class 30 contains 10721 members 
Mstep: Class 31 contains 9096 members 
Mstep: Class 32 contains 1042 members 
Mstep: Class 33 contains 8020 members 
Mstep: Class 34 contains 4031 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 1587 members 
Mstep: Class 37 contains 4213 members 
Mstep: Class 38 contains 3365 members 
Mstep: Class 39 contains 33794 members 
Mstep: Class 40 contains 18018 members 
Mstep: Class 41 contains 15631 members 
Mstep: Class 42 contains 2909 members 
Mstep: Class 43 contains 2586 members 
Mstep: Class 44 contains 5084 members 
Mstep: Class 45 contains 1957 members 
Mstep: Class 46 contains 1266 members 
Mstep: Class 47 contains 10719 members 
Mstep: Class 48 contains 1631 members 
Mstep: Class 49 contains 1372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88126248.000000 Penalty: 99961.906250
Iteration 225Q: 50 clusters Score -8.812625e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61448 members 
Mstep: Class 2 contains 10323 members 
Mstep: Class 3 contains 6976 members 
Mstep: Class 4 contains 48192 members 
Mstep: Class 5 contains 8501 members 
Mstep: Class 6 contains 11518 members 
Mstep: Class 7 contains 57281 members 
Mstep: Class 8 contains 10623 members 
Mstep: Class 9 contains 11018 members 
Mstep: Class 10 contains 11439 members 
Mstep: Class 11 contains 10287 members 
Mstep: Class 12 contains 7436 members 
Mstep: Class 13 contains 18951 members 
Mstep: Class 14 contains 37796 members 
Mstep: Class 15 contains 16501 members 
Mstep: Class 16 contains 23368 members 
Mstep: Class 17 contains 28619 members 
Mstep: Class 18 contains 19769 members 
Mstep: Class 19 contains 1593 members 
Mstep: Class 20 contains 199578 members 
Mstep: Class 21 contains 36171 members 
Mstep: Class 22 contains 1792 members 
Mstep: Class 23 contains 6449 members 
Mstep: Class 24 contains 1862 members 
Mstep: Class 25 contains 36007 members 
Mstep: Class 26 contains 6406 members 
Mstep: Class 27 contains 14757 members 
Mstep: Class 28 contains 20184 members 
Mstep: Class 29 contains 37568 members 
Mstep: Class 30 contains 10723 members 
Mstep: Class 31 contains 9098 members 
Mstep: Class 32 contains 1042 members 
Mstep: Class 33 contains 8017 members 
Mstep: Class 34 contains 4033 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 1587 members 
Mstep: Class 37 contains 4213 members 
Mstep: Class 38 contains 3366 members 
Mstep: Class 39 contains 33804 members 
Mstep: Class 40 contains 18018 members 
Mstep: Class 41 contains 15631 members 
Mstep: Class 42 contains 2909 members 
Mstep: Class 43 contains 2586 members 
Mstep: Class 44 contains 5084 members 
Mstep: Class 45 contains 1959 members 
Mstep: Class 46 contains 1271 members 
Mstep: Class 47 contains 10741 members 
Mstep: Class 48 contains 1636 members 
Mstep: Class 49 contains 1371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88126184.000000 Penalty: 99961.906250
Iteration 226Q: 50 clusters Score -8.812618e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61447 members 
Mstep: Class 2 contains 10326 members 
Mstep: Class 3 contains 6976 members 
Mstep: Class 4 contains 48191 members 
Mstep: Class 5 contains 8494 members 
Mstep: Class 6 contains 11519 members 
Mstep: Class 7 contains 57271 members 
Mstep: Class 8 contains 10621 members 
Mstep: Class 9 contains 11018 members 
Mstep: Class 10 contains 11439 members 
Mstep: Class 11 contains 10287 members 
Mstep: Class 12 contains 7436 members 
Mstep: Class 13 contains 18951 members 
Mstep: Class 14 contains 37796 members 
Mstep: Class 15 contains 16501 members 
Mstep: Class 16 contains 23354 members 
Mstep: Class 17 contains 28618 members 
Mstep: Class 18 contains 19770 members 
Mstep: Class 19 contains 1594 members 
Mstep: Class 20 contains 199577 members 
Mstep: Class 21 contains 36173 members 
Mstep: Class 22 contains 1791 members 
Mstep: Class 23 contains 6448 members 
Mstep: Class 24 contains 1862 members 
Mstep: Class 25 contains 36011 members 
Mstep: Class 26 contains 6406 members 
Mstep: Class 27 contains 14760 members 
Mstep: Class 28 contains 20174 members 
Mstep: Class 29 contains 37568 members 
Mstep: Class 30 contains 10725 members 
Mstep: Class 31 contains 9098 members 
Mstep: Class 32 contains 1042 members 
Mstep: Class 33 contains 8014 members 
Mstep: Class 34 contains 4035 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 1587 members 
Mstep: Class 37 contains 4213 members 
Mstep: Class 38 contains 3366 members 
Mstep: Class 39 contains 33809 members 
Mstep: Class 40 contains 18018 members 
Mstep: Class 41 contains 15631 members 
Mstep: Class 42 contains 2908 members 
Mstep: Class 43 contains 2586 members 
Mstep: Class 44 contains 5084 members 
Mstep: Class 45 contains 1958 members 
Mstep: Class 46 contains 1273 members 
Mstep: Class 47 contains 10760 members 
Mstep: Class 48 contains 1645 members 
Mstep: Class 49 contains 1371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88126136.000000 Penalty: 99961.906250
Iteration 227Q: 50 clusters Score -8.812614e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61445 members 
Mstep: Class 2 contains 10326 members 
Mstep: Class 3 contains 6976 members 
Mstep: Class 4 contains 48189 members 
Mstep: Class 5 contains 8488 members 
Mstep: Class 6 contains 11520 members 
Mstep: Class 7 contains 57254 members 
Mstep: Class 8 contains 10615 members 
Mstep: Class 9 contains 11018 members 
Mstep: Class 10 contains 11439 members 
Mstep: Class 11 contains 10286 members 
Mstep: Class 12 contains 7436 members 
Mstep: Class 13 contains 18950 members 
Mstep: Class 14 contains 37795 members 
Mstep: Class 15 contains 16501 members 
Mstep: Class 16 contains 23348 members 
Mstep: Class 17 contains 28616 members 
Mstep: Class 18 contains 19768 members 
Mstep: Class 19 contains 1595 members 
Mstep: Class 20 contains 199575 members 
Mstep: Class 21 contains 36170 members 
Mstep: Class 22 contains 1791 members 
Mstep: Class 23 contains 6449 members 
Mstep: Class 24 contains 1862 members 
Mstep: Class 25 contains 36021 members 
Mstep: Class 26 contains 6406 members 
Mstep: Class 27 contains 14759 members 
Mstep: Class 28 contains 20174 members 
Mstep: Class 29 contains 37568 members 
Mstep: Class 30 contains 10728 members 
Mstep: Class 31 contains 9099 members 
Mstep: Class 32 contains 1042 members 
Mstep: Class 33 contains 8014 members 
Mstep: Class 34 contains 4036 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 1587 members 
Mstep: Class 37 contains 4213 members 
Mstep: Class 38 contains 3367 members 
Mstep: Class 39 contains 33821 members 
Mstep: Class 40 contains 18018 members 
Mstep: Class 41 contains 15631 members 
Mstep: Class 42 contains 2907 members 
Mstep: Class 43 contains 2586 members 
Mstep: Class 44 contains 5084 members 
Mstep: Class 45 contains 1957 members 
Mstep: Class 46 contains 1277 members 
Mstep: Class 47 contains 10777 members 
Mstep: Class 48 contains 1648 members 
Mstep: Class 49 contains 1370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88126168.000000 Penalty: 99961.906250
Iteration 228Q: 50 clusters Score -8.812617e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61442 members 
Mstep: Class 2 contains 10327 members 
Mstep: Class 3 contains 6976 members 
Mstep: Class 4 contains 48188 members 
Mstep: Class 5 contains 8479 members 
Mstep: Class 6 contains 11520 members 
Mstep: Class 7 contains 57238 members 
Mstep: Class 8 contains 10613 members 
Mstep: Class 9 contains 11018 members 
Mstep: Class 10 contains 11439 members 
Mstep: Class 11 contains 10286 members 
Mstep: Class 12 contains 7436 members 
Mstep: Class 13 contains 18950 members 
Mstep: Class 14 contains 37795 members 
Mstep: Class 15 contains 16501 members 
Mstep: Class 16 contains 23342 members 
Mstep: Class 17 contains 28616 members 
Mstep: Class 18 contains 19767 members 
Mstep: Class 19 contains 1595 members 
Mstep: Class 20 contains 199561 members 
Mstep: Class 21 contains 36172 members 
Mstep: Class 22 contains 1791 members 
Mstep: Class 23 contains 6449 members 
Mstep: Class 24 contains 1863 members 
Mstep: Class 25 contains 36029 members 
Mstep: Class 26 contains 6406 members 
Mstep: Class 27 contains 14761 members 
Mstep: Class 28 contains 20172 members 
Mstep: Class 29 contains 37568 members 
Mstep: Class 30 contains 10730 members 
Mstep: Class 31 contains 9100 members 
Mstep: Class 32 contains 1043 members 
Mstep: Class 33 contains 8013 members 
Mstep: Class 34 contains 4036 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 1587 members 
Mstep: Class 37 contains 4213 members 
Mstep: Class 38 contains 3368 members 
Mstep: Class 39 contains 33830 members 
Mstep: Class 40 contains 18018 members 
Mstep: Class 41 contains 15631 members 
Mstep: Class 42 contains 2906 members 
Mstep: Class 43 contains 2586 members 
Mstep: Class 44 contains 5084 members 
Mstep: Class 45 contains 1959 members 
Mstep: Class 46 contains 1283 members 
Mstep: Class 47 contains 10793 members 
Mstep: Class 48 contains 1653 members 
Mstep: Class 49 contains 1369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88126136.000000 Penalty: 99961.906250
Iteration 229Q: 50 clusters Score -8.812614e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61435 members 
Mstep: Class 2 contains 10330 members 
Mstep: Class 3 contains 6976 members 
Mstep: Class 4 contains 48188 members 
Mstep: Class 5 contains 8476 members 
Mstep: Class 6 contains 11519 members 
Mstep: Class 7 contains 57226 members 
Mstep: Class 8 contains 10607 members 
Mstep: Class 9 contains 11018 members 
Mstep: Class 10 contains 11439 members 
Mstep: Class 11 contains 10287 members 
Mstep: Class 12 contains 7437 members 
Mstep: Class 13 contains 18951 members 
Mstep: Class 14 contains 37795 members 
Mstep: Class 15 contains 16501 members 
Mstep: Class 16 contains 23338 members 
Mstep: Class 17 contains 28618 members 
Mstep: Class 18 contains 19767 members 
Mstep: Class 19 contains 1595 members 
Mstep: Class 20 contains 199549 members 
Mstep: Class 21 contains 36169 members 
Mstep: Class 22 contains 1790 members 
Mstep: Class 23 contains 6449 members 
Mstep: Class 24 contains 1865 members 
Mstep: Class 25 contains 36038 members 
Mstep: Class 26 contains 6406 members 
Mstep: Class 27 contains 14763 members 
Mstep: Class 28 contains 20170 members 
Mstep: Class 29 contains 37566 members 
Mstep: Class 30 contains 10731 members 
Mstep: Class 31 contains 9101 members 
Mstep: Class 32 contains 1044 members 
Mstep: Class 33 contains 8014 members 
Mstep: Class 34 contains 4036 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 1587 members 
Mstep: Class 37 contains 4214 members 
Mstep: Class 38 contains 3368 members 
Mstep: Class 39 contains 33834 members 
Mstep: Class 40 contains 18018 members 
Mstep: Class 41 contains 15632 members 
Mstep: Class 42 contains 2905 members 
Mstep: Class 43 contains 2586 members 
Mstep: Class 44 contains 5084 members 
Mstep: Class 45 contains 1959 members 
Mstep: Class 46 contains 1290 members 
Mstep: Class 47 contains 10805 members 
Mstep: Class 48 contains 1656 members 
Mstep: Class 49 contains 1370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88126144.000000 Penalty: 99961.906250
Iteration 230Q: 50 clusters Score -8.812614e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61435 members 
Mstep: Class 2 contains 10331 members 
Mstep: Class 3 contains 6976 members 
Mstep: Class 4 contains 48186 members 
Mstep: Class 5 contains 8476 members 
Mstep: Class 6 contains 11520 members 
Mstep: Class 7 contains 57213 members 
Mstep: Class 8 contains 10606 members 
Mstep: Class 9 contains 11019 members 
Mstep: Class 10 contains 11439 members 
Mstep: Class 11 contains 10287 members 
Mstep: Class 12 contains 7439 members 
Mstep: Class 13 contains 18951 members 
Mstep: Class 14 contains 37794 members 
Mstep: Class 15 contains 16501 members 
Mstep: Class 16 contains 23338 members 
Mstep: Class 17 contains 28621 members 
Mstep: Class 18 contains 19764 members 
Mstep: Class 19 contains 1595 members 
Mstep: Class 20 contains 199538 members 
Mstep: Class 21 contains 36170 members 
Mstep: Class 22 contains 1788 members 
Mstep: Class 23 contains 6450 members 
Mstep: Class 24 contains 1866 members 
Mstep: Class 25 contains 36043 members 
Mstep: Class 26 contains 6406 members 
Mstep: Class 27 contains 14766 members 
Mstep: Class 28 contains 20163 members 
Mstep: Class 29 contains 37566 members 
Mstep: Class 30 contains 10731 members 
Mstep: Class 31 contains 9103 members 
Mstep: Class 32 contains 1043 members 
Mstep: Class 33 contains 8014 members 
Mstep: Class 34 contains 4036 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 1587 members 
Mstep: Class 37 contains 4214 members 
Mstep: Class 38 contains 3368 members 
Mstep: Class 39 contains 33839 members 
Mstep: Class 40 contains 18018 members 
Mstep: Class 41 contains 15632 members 
Mstep: Class 42 contains 2905 members 
Mstep: Class 43 contains 2586 members 
Mstep: Class 44 contains 5084 members 
Mstep: Class 45 contains 1959 members 
Mstep: Class 46 contains 1295 members 
Mstep: Class 47 contains 10813 members 
Mstep: Class 48 contains 1657 members 
Mstep: Class 49 contains 1371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88126160.000000 Penalty: 99961.906250
Iteration 231Q: 50 clusters Score -8.812616e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61438 members 
Mstep: Class 2 contains 10332 members 
Mstep: Class 3 contains 6976 members 
Mstep: Class 4 contains 48187 members 
Mstep: Class 5 contains 8477 members 
Mstep: Class 6 contains 11522 members 
Mstep: Class 7 contains 57199 members 
Mstep: Class 8 contains 10606 members 
Mstep: Class 9 contains 11019 members 
Mstep: Class 10 contains 11439 members 
Mstep: Class 11 contains 10287 members 
Mstep: Class 12 contains 7439 members 
Mstep: Class 13 contains 18952 members 
Mstep: Class 14 contains 37793 members 
Mstep: Class 15 contains 16501 members 
Mstep: Class 16 contains 23335 members 
Mstep: Class 17 contains 28623 members 
Mstep: Class 18 contains 19764 members 
Mstep: Class 19 contains 1595 members 
Mstep: Class 20 contains 199526 members 
Mstep: Class 21 contains 36172 members 
Mstep: Class 22 contains 1790 members 
Mstep: Class 23 contains 6449 members 
Mstep: Class 24 contains 1866 members 
Mstep: Class 25 contains 36049 members 
Mstep: Class 26 contains 6406 members 
Mstep: Class 27 contains 14768 members 
Mstep: Class 28 contains 20158 members 
Mstep: Class 29 contains 37567 members 
Mstep: Class 30 contains 10731 members 
Mstep: Class 31 contains 9103 members 
Mstep: Class 32 contains 1043 members 
Mstep: Class 33 contains 8014 members 
Mstep: Class 34 contains 4037 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 1589 members 
Mstep: Class 37 contains 4214 members 
Mstep: Class 38 contains 3368 members 
Mstep: Class 39 contains 33847 members 
Mstep: Class 40 contains 18018 members 
Mstep: Class 41 contains 15632 members 
Mstep: Class 42 contains 2905 members 
Mstep: Class 43 contains 2585 members 
Mstep: Class 44 contains 5084 members 
Mstep: Class 45 contains 1958 members 
Mstep: Class 46 contains 1297 members 
Mstep: Class 47 contains 10815 members 
Mstep: Class 48 contains 1655 members 
Mstep: Class 49 contains 1372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88126144.000000 Penalty: 99961.906250
Iteration 232Q: 50 clusters Score -8.812614e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61438 members 
Mstep: Class 2 contains 10335 members 
Mstep: Class 3 contains 6976 members 
Mstep: Class 4 contains 48187 members 
Mstep: Class 5 contains 8476 members 
Mstep: Class 6 contains 11523 members 
Mstep: Class 7 contains 57185 members 
Mstep: Class 8 contains 10606 members 
Mstep: Class 9 contains 11019 members 
Mstep: Class 10 contains 11439 members 
Mstep: Class 11 contains 10287 members 
Mstep: Class 12 contains 7440 members 
Mstep: Class 13 contains 18952 members 
Mstep: Class 14 contains 37793 members 
Mstep: Class 15 contains 16501 members 
Mstep: Class 16 contains 23334 members 
Mstep: Class 17 contains 28622 members 
Mstep: Class 18 contains 19763 members 
Mstep: Class 19 contains 1595 members 
Mstep: Class 20 contains 199510 members 
Mstep: Class 21 contains 36179 members 
Mstep: Class 22 contains 1791 members 
Mstep: Class 23 contains 6447 members 
Mstep: Class 24 contains 1866 members 
Mstep: Class 25 contains 36053 members 
Mstep: Class 26 contains 6406 members 
Mstep: Class 27 contains 14770 members 
Mstep: Class 28 contains 20156 members 
Mstep: Class 29 contains 37566 members 
Mstep: Class 30 contains 10731 members 
Mstep: Class 31 contains 9105 members 
Mstep: Class 32 contains 1043 members 
Mstep: Class 33 contains 8014 members 
Mstep: Class 34 contains 4039 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 1590 members 
Mstep: Class 37 contains 4214 members 
Mstep: Class 38 contains 3368 members 
Mstep: Class 39 contains 33856 members 
Mstep: Class 40 contains 18018 members 
Mstep: Class 41 contains 15632 members 
Mstep: Class 42 contains 2905 members 
Mstep: Class 43 contains 2585 members 
Mstep: Class 44 contains 5084 members 
Mstep: Class 45 contains 1957 members 
Mstep: Class 46 contains 1298 members 
Mstep: Class 47 contains 10822 members 
Mstep: Class 48 contains 1655 members 
Mstep: Class 49 contains 1371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88126064.000000 Penalty: 99961.906250
Iteration 233Q: 50 clusters Score -8.812606e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61439 members 
Mstep: Class 2 contains 10338 members 
Mstep: Class 3 contains 6976 members 
Mstep: Class 4 contains 48186 members 
Mstep: Class 5 contains 8475 members 
Mstep: Class 6 contains 11524 members 
Mstep: Class 7 contains 57172 members 
Mstep: Class 8 contains 10606 members 
Mstep: Class 9 contains 11019 members 
Mstep: Class 10 contains 11439 members 
Mstep: Class 11 contains 10287 members 
Mstep: Class 12 contains 7440 members 
Mstep: Class 13 contains 18952 members 
Mstep: Class 14 contains 37793 members 
Mstep: Class 15 contains 16501 members 
Mstep: Class 16 contains 23329 members 
Mstep: Class 17 contains 28626 members 
Mstep: Class 18 contains 19763 members 
Mstep: Class 19 contains 1595 members 
Mstep: Class 20 contains 199495 members 
Mstep: Class 21 contains 36184 members 
Mstep: Class 22 contains 1791 members 
Mstep: Class 23 contains 6447 members 
Mstep: Class 24 contains 1866 members 
Mstep: Class 25 contains 36060 members 
Mstep: Class 26 contains 6406 members 
Mstep: Class 27 contains 14772 members 
Mstep: Class 28 contains 20147 members 
Mstep: Class 29 contains 37564 members 
Mstep: Class 30 contains 10730 members 
Mstep: Class 31 contains 9105 members 
Mstep: Class 32 contains 1043 members 
Mstep: Class 33 contains 8014 members 
Mstep: Class 34 contains 4041 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 1591 members 
Mstep: Class 37 contains 4214 members 
Mstep: Class 38 contains 3368 members 
Mstep: Class 39 contains 33864 members 
Mstep: Class 40 contains 18018 members 
Mstep: Class 41 contains 15632 members 
Mstep: Class 42 contains 2905 members 
Mstep: Class 43 contains 2585 members 
Mstep: Class 44 contains 5084 members 
Mstep: Class 45 contains 1960 members 
Mstep: Class 46 contains 1298 members 
Mstep: Class 47 contains 10832 members 
Mstep: Class 48 contains 1655 members 
Mstep: Class 49 contains 1371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88126064.000000 Penalty: 99961.906250
Iteration 234Q: 50 clusters Score -8.812606e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61439 members 
Mstep: Class 2 contains 10337 members 
Mstep: Class 3 contains 6976 members 
Mstep: Class 4 contains 48186 members 
Mstep: Class 5 contains 8474 members 
Mstep: Class 6 contains 11524 members 
Mstep: Class 7 contains 57162 members 
Mstep: Class 8 contains 10606 members 
Mstep: Class 9 contains 11019 members 
Mstep: Class 10 contains 11439 members 
Mstep: Class 11 contains 10287 members 
Mstep: Class 12 contains 7440 members 
Mstep: Class 13 contains 18953 members 
Mstep: Class 14 contains 37792 members 
Mstep: Class 15 contains 16500 members 
Mstep: Class 16 contains 23325 members 
Mstep: Class 17 contains 28627 members 
Mstep: Class 18 contains 19764 members 
Mstep: Class 19 contains 1595 members 
Mstep: Class 20 contains 199490 members 
Mstep: Class 21 contains 36182 members 
Mstep: Class 22 contains 1792 members 
Mstep: Class 23 contains 6447 members 
Mstep: Class 24 contains 1866 members 
Mstep: Class 25 contains 36065 members 
Mstep: Class 26 contains 6406 members 
Mstep: Class 27 contains 14773 members 
Mstep: Class 28 contains 20142 members 
Mstep: Class 29 contains 37565 members 
Mstep: Class 30 contains 10732 members 
Mstep: Class 31 contains 9105 members 
Mstep: Class 32 contains 1043 members 
Mstep: Class 33 contains 8014 members 
Mstep: Class 34 contains 4040 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 1592 members 
Mstep: Class 37 contains 4214 members 
Mstep: Class 38 contains 3367 members 
Mstep: Class 39 contains 33871 members 
Mstep: Class 40 contains 18018 members 
Mstep: Class 41 contains 15631 members 
Mstep: Class 42 contains 2905 members 
Mstep: Class 43 contains 2585 members 
Mstep: Class 44 contains 5084 members 
Mstep: Class 45 contains 1960 members 
Mstep: Class 46 contains 1298 members 
Mstep: Class 47 contains 10845 members 
Mstep: Class 48 contains 1654 members 
Mstep: Class 49 contains 1371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88126160.000000 Penalty: 99961.906250
Iteration 235Q: 50 clusters Score -8.812616e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61439 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 6976 members 
Mstep: Class 4 contains 48186 members 
Mstep: Class 5 contains 8470 members 
Mstep: Class 6 contains 11524 members 
Mstep: Class 7 contains 57149 members 
Mstep: Class 8 contains 10605 members 
Mstep: Class 9 contains 11019 members 
Mstep: Class 10 contains 11439 members 
Mstep: Class 11 contains 10287 members 
Mstep: Class 12 contains 7441 members 
Mstep: Class 13 contains 18954 members 
Mstep: Class 14 contains 37792 members 
Mstep: Class 15 contains 16500 members 
Mstep: Class 16 contains 23322 members 
Mstep: Class 17 contains 28627 members 
Mstep: Class 18 contains 19765 members 
Mstep: Class 19 contains 1595 members 
Mstep: Class 20 contains 199490 members 
Mstep: Class 21 contains 36182 members 
Mstep: Class 22 contains 1792 members 
Mstep: Class 23 contains 6446 members 
Mstep: Class 24 contains 1866 members 
Mstep: Class 25 contains 36065 members 
Mstep: Class 26 contains 6406 members 
Mstep: Class 27 contains 14774 members 
Mstep: Class 28 contains 20137 members 
Mstep: Class 29 contains 37564 members 
Mstep: Class 30 contains 10732 members 
Mstep: Class 31 contains 9105 members 
Mstep: Class 32 contains 1043 members 
Mstep: Class 33 contains 8014 members 
Mstep: Class 34 contains 4038 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 1593 members 
Mstep: Class 37 contains 4215 members 
Mstep: Class 38 contains 3367 members 
Mstep: Class 39 contains 33876 members 
Mstep: Class 40 contains 18018 members 
Mstep: Class 41 contains 15631 members 
Mstep: Class 42 contains 2905 members 
Mstep: Class 43 contains 2585 members 
Mstep: Class 44 contains 5084 members 
Mstep: Class 45 contains 1962 members 
Mstep: Class 46 contains 1298 members 
Mstep: Class 47 contains 10857 members 
Mstep: Class 48 contains 1656 members 
Mstep: Class 49 contains 1371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88126152.000000 Penalty: 99961.906250
Iteration 236Q: 50 clusters Score -8.812615e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61437 members 
Mstep: Class 2 contains 10343 members 
Mstep: Class 3 contains 6976 members 
Mstep: Class 4 contains 48186 members 
Mstep: Class 5 contains 8465 members 
Mstep: Class 6 contains 11524 members 
Mstep: Class 7 contains 57139 members 
Mstep: Class 8 contains 10605 members 
Mstep: Class 9 contains 11019 members 
Mstep: Class 10 contains 11439 members 
Mstep: Class 11 contains 10287 members 
Mstep: Class 12 contains 7441 members 
Mstep: Class 13 contains 18954 members 
Mstep: Class 14 contains 37791 members 
Mstep: Class 15 contains 16500 members 
Mstep: Class 16 contains 23317 members 
Mstep: Class 17 contains 28626 members 
Mstep: Class 18 contains 19764 members 
Mstep: Class 19 contains 1595 members 
Mstep: Class 20 contains 199486 members 
Mstep: Class 21 contains 36183 members 
Mstep: Class 22 contains 1792 members 
Mstep: Class 23 contains 6446 members 
Mstep: Class 24 contains 1866 members 
Mstep: Class 25 contains 36065 members 
Mstep: Class 26 contains 6406 members 
Mstep: Class 27 contains 14776 members 
Mstep: Class 28 contains 20132 members 
Mstep: Class 29 contains 37564 members 
Mstep: Class 30 contains 10732 members 
Mstep: Class 31 contains 9106 members 
Mstep: Class 32 contains 1043 members 
Mstep: Class 33 contains 8014 members 
Mstep: Class 34 contains 4039 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 1593 members 
Mstep: Class 37 contains 4215 members 
Mstep: Class 38 contains 3366 members 
Mstep: Class 39 contains 33877 members 
Mstep: Class 40 contains 18018 members 
Mstep: Class 41 contains 15631 members 
Mstep: Class 42 contains 2905 members 
Mstep: Class 43 contains 2585 members 
Mstep: Class 44 contains 5084 members 
Mstep: Class 45 contains 1963 members 
Mstep: Class 46 contains 1298 members 
Mstep: Class 47 contains 10877 members 
Mstep: Class 48 contains 1661 members 
Mstep: Class 49 contains 1371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88126152.000000 Penalty: 99961.906250
Iteration 237Q: 50 clusters Score -8.812615e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61437 members 
Mstep: Class 2 contains 10345 members 
Mstep: Class 3 contains 6976 members 
Mstep: Class 4 contains 48184 members 
Mstep: Class 5 contains 8461 members 
Mstep: Class 6 contains 11524 members 
Mstep: Class 7 contains 57129 members 
Mstep: Class 8 contains 10605 members 
Mstep: Class 9 contains 11019 members 
Mstep: Class 10 contains 11439 members 
Mstep: Class 11 contains 10287 members 
Mstep: Class 12 contains 7440 members 
Mstep: Class 13 contains 18951 members 
Mstep: Class 14 contains 37791 members 
Mstep: Class 15 contains 16500 members 
Mstep: Class 16 contains 23310 members 
Mstep: Class 17 contains 28625 members 
Mstep: Class 18 contains 19765 members 
Mstep: Class 19 contains 1595 members 
Mstep: Class 20 contains 199483 members 
Mstep: Class 21 contains 36185 members 
Mstep: Class 22 contains 1792 members 
Mstep: Class 23 contains 6446 members 
Mstep: Class 24 contains 1867 members 
Mstep: Class 25 contains 36067 members 
Mstep: Class 26 contains 6406 members 
Mstep: Class 27 contains 14777 members 
Mstep: Class 28 contains 20124 members 
Mstep: Class 29 contains 37563 members 
Mstep: Class 30 contains 10732 members 
Mstep: Class 31 contains 9106 members 
Mstep: Class 32 contains 1043 members 
Mstep: Class 33 contains 8013 members 
Mstep: Class 34 contains 4039 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 1593 members 
Mstep: Class 37 contains 4215 members 
Mstep: Class 38 contains 3368 members 
Mstep: Class 39 contains 33882 members 
Mstep: Class 40 contains 18018 members 
Mstep: Class 41 contains 15631 members 
Mstep: Class 42 contains 2905 members 
Mstep: Class 43 contains 2585 members 
Mstep: Class 44 contains 5084 members 
Mstep: Class 45 contains 1962 members 
Mstep: Class 46 contains 1298 members 
Mstep: Class 47 contains 10898 members 
Mstep: Class 48 contains 1666 members 
Mstep: Class 49 contains 1371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88126192.000000 Penalty: 99961.906250
Iteration 238Q: 50 clusters Score -8.812619e+07 nChanged 57
Entering ConstructFrom: 
Score: -88126192.000000 Penalty: 99961.906250
Entering ConstructFrom: 
Trying to split cluster 1 (61438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61438 members 
Entering Unmasked Estep 
Score: -6305699.500000 Penalty: 1640.636597
	Iteration 0F: 2 clusters Score -6305700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30832 members 
Mstep: Class 2 contains 30606 members 
Entering Unmasked Estep 
Score: -6265514.000000 Penalty: 3281.273193
	Iteration 0F: 3 clusters Score -6265514 nChanged 28700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31654 members 
Mstep: Class 2 contains 29784 members 
Entering Unmasked Estep 
Score: -6281585.000000 Penalty: 3281.273193
	Iteration 1F: 3 clusters Score -6281585 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32027 members 
Mstep: Class 2 contains 29411 members 
Entering Unmasked Estep 
Score: -6282261.000000 Penalty: 3281.273193
	Iteration 2Q: 3 clusters Score -6282261 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32533 members 
Mstep: Class 2 contains 28905 members 
Entering Unmasked Estep 
Score: -6283087.500000 Penalty: 3281.273193
	Iteration 3Q: 3 clusters Score -6283088 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33184 members 
Mstep: Class 2 contains 28254 members 
Entering Unmasked Estep 
Score: -6283993.500000 Penalty: 3281.273193
	Iteration 4Q: 3 clusters Score -6283994 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33995 members 
Mstep: Class 2 contains 27443 members 
Entering Unmasked Estep 
Score: -6285138.000000 Penalty: 3281.273193
	Iteration 5Q: 3 clusters Score -6285138 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35203 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -6286698.500000 Penalty: 3281.273193
	Iteration 6Q: 3 clusters Score -6286698 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36772 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -6288711.000000 Penalty: 3281.273193
	Iteration 7F: 3 clusters Score -6288711 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38754 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -6290996.500000 Penalty: 3281.273193
	Iteration 8F: 3 clusters Score -6290996 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41076 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -6293369.000000 Penalty: 3281.273193
	Iteration 9F: 3 clusters Score -6293369 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43553 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -6295566.500000 Penalty: 3281.273193
	Iteration 10F: 3 clusters Score -6295566 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45981 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -6297625.000000 Penalty: 3281.273193
	Iteration 11Q: 3 clusters Score -6297625 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48210 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -6299337.500000 Penalty: 3281.273193
	Iteration 12Q: 3 clusters Score -6299338 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50149 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -6300662.000000 Penalty: 3281.273193
	Iteration 13Q: 3 clusters Score -6300662 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51757 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -6301551.000000 Penalty: 3281.273193
	Iteration 14Q: 3 clusters Score -6301551 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53060 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -6302197.500000 Penalty: 3281.273193
	Iteration 15Q: 3 clusters Score -6302198 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54200 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -6302720.000000 Penalty: 3281.273193
	Iteration 16Q: 3 clusters Score -6302720 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55161 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -6303156.500000 Penalty: 3281.273193
	Iteration 17Q: 3 clusters Score -6303156 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55960 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -6303510.000000 Penalty: 3281.273193
	Iteration 18Q: 3 clusters Score -6303510 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56614 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -6303810.000000 Penalty: 3281.273193
	Iteration 19Q: 3 clusters Score -6303810 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57175 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -6304085.500000 Penalty: 3281.273193
	Iteration 20F: 3 clusters Score -6304086 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57622 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -6304278.000000 Penalty: 3281.273193
	Iteration 21Q: 3 clusters Score -6304278 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57958 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -6304423.000000 Penalty: 3281.273193
	Iteration 22Q: 3 clusters Score -6304423 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58227 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -6304553.500000 Penalty: 3281.273193
	Iteration 23Q: 3 clusters Score -6304554 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58448 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -6304634.000000 Penalty: 3281.273193
	Iteration 24Q: 3 clusters Score -6304634 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58635 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -6304707.000000 Penalty: 3281.273193
	Iteration 25Q: 3 clusters Score -6304707 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58782 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -6304764.500000 Penalty: 3281.273193
	Iteration 26Q: 3 clusters Score -6304764 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58915 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -6304804.500000 Penalty: 3281.273193
	Iteration 27Q: 3 clusters Score -6304804 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59009 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -6304835.000000 Penalty: 3281.273193
	Iteration 28Q: 3 clusters Score -6304835 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59075 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -6304862.500000 Penalty: 3281.273193
	Iteration 29Q: 3 clusters Score -6304862 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59142 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -6304887.500000 Penalty: 3281.273193
	Iteration 30Q: 3 clusters Score -6304888 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59208 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -6304914.000000 Penalty: 3281.273193
	Iteration 31Q: 3 clusters Score -6304914 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59247 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -6304926.000000 Penalty: 3281.273193
	Iteration 32Q: 3 clusters Score -6304926 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59285 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -6304938.500000 Penalty: 3281.273193
	Iteration 33Q: 3 clusters Score -6304938 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59329 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -6304954.000000 Penalty: 3281.273193
	Iteration 34Q: 3 clusters Score -6304954 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59368 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -6304976.500000 Penalty: 3281.273193
	Iteration 35Q: 3 clusters Score -6304976 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59399 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -6304982.500000 Penalty: 3281.273193
	Iteration 36Q: 3 clusters Score -6304982 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59431 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -6305012.000000 Penalty: 3281.273193
	Iteration 37Q: 3 clusters Score -6305012 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59461 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -6305012.000000 Penalty: 3281.273193
	Iteration 38Q: 3 clusters Score -6305012 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59487 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -6305032.500000 Penalty: 3281.273193
	Iteration 39Q: 3 clusters Score -6305032 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59499 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -6305034.500000 Penalty: 3281.273193
	Iteration 40F: 3 clusters Score -6305034 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59517 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -6305041.500000 Penalty: 3281.273193
	Iteration 41Q: 3 clusters Score -6305042 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59534 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -6305038.500000 Penalty: 3281.273193
	Iteration 42Q: 3 clusters Score -6305038 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59554 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -6305051.000000 Penalty: 3281.273193
	Iteration 43Q: 3 clusters Score -6305051 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59573 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -6305055.000000 Penalty: 3281.273193
	Iteration 44Q: 3 clusters Score -6305055 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59587 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -6305055.000000 Penalty: 3281.273193
	Iteration 45Q: 3 clusters Score -6305055 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59598 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -6305058.500000 Penalty: 3281.273193
	Iteration 46Q: 3 clusters Score -6305058 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59613 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -6305071.000000 Penalty: 3281.273193
	Iteration 47Q: 3 clusters Score -6305071 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59636 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -6305081.000000 Penalty: 3281.273193
	Iteration 48Q: 3 clusters Score -6305081 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59649 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -6305091.500000 Penalty: 3281.273193
	Iteration 49Q: 3 clusters Score -6305092 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59665 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -6305107.500000 Penalty: 3281.273193
	Iteration 50Q: 3 clusters Score -6305108 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59682 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -6305117.500000 Penalty: 3281.273193
	Iteration 51Q: 3 clusters Score -6305118 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59699 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -6305121.000000 Penalty: 3281.273193
	Iteration 52Q: 3 clusters Score -6305121 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59708 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -6305125.000000 Penalty: 3281.273193
	Iteration 53Q: 3 clusters Score -6305125 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59714 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -6305121.000000 Penalty: 3281.273193
	Iteration 54Q: 3 clusters Score -6305121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59719 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -6305126.000000 Penalty: 3281.273193
	Iteration 55Q: 3 clusters Score -6305126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59720 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -6305125.500000 Penalty: 3281.273193
	Iteration 56Q: 3 clusters Score -6305126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59727 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -6305130.000000 Penalty: 3281.273193
	Iteration 57Q: 3 clusters Score -6305130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59735 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -6305140.500000 Penalty: 3281.273193
	Iteration 58Q: 3 clusters Score -6305140 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59746 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -6305141.000000 Penalty: 3281.273193
	Iteration 59Q: 3 clusters Score -6305141 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59752 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -6305146.000000 Penalty: 3281.273193
	Iteration 60F: 3 clusters Score -6305146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59757 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -6305146.000000 Penalty: 3281.273193
	Iteration 61Q: 3 clusters Score -6305146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59765 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -6305152.500000 Penalty: 3281.273193
	Iteration 62Q: 3 clusters Score -6305152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59765 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -6305150.000000 Penalty: 3281.273193
	Iteration 63Q: 3 clusters Score -6305150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59762 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -6305156.000000 Penalty: 3281.273193
	Iteration 64Q: 3 clusters Score -6305156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59763 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -6305160.000000 Penalty: 3281.273193
	Iteration 65Q: 3 clusters Score -6305160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59762 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -6305153.500000 Penalty: 3281.273193
	Iteration 66Q: 3 clusters Score -6305154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59763 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -6305160.500000 Penalty: 3281.273193
	Iteration 67Q: 3 clusters Score -6305160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59763 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -6305160.500000 Penalty: 3281.273193
	Iteration 68F: 3 clusters Score -6305160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Entering Unmasked Estep 
Score: -1035761.687500 Penalty: 1375.560059
	Iteration 0F: 2 clusters Score -1035762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1028779.500000 Penalty: 2751.120117
	Iteration 0F: 3 clusters Score -1028780 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1031138.375000 Penalty: 2751.120117
	Iteration 1F: 3 clusters Score -1031138 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1031498.062500 Penalty: 2751.120117
	Iteration 2F: 3 clusters Score -1031498 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1031764.875000 Penalty: 2751.120117
	Iteration 3F: 3 clusters Score -1031765 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1032025.125000 Penalty: 2751.120117
	Iteration 4Q: 3 clusters Score -1032025 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1032310.312500 Penalty: 2751.120117
	Iteration 5Q: 3 clusters Score -1032310 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1032648.812500 Penalty: 2751.120117
	Iteration 6Q: 3 clusters Score -1032649 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1033009.187500 Penalty: 2751.120117
	Iteration 7Q: 3 clusters Score -1033009 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1033384.750000 Penalty: 2751.120117
	Iteration 8F: 3 clusters Score -1033385 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1033748.312500 Penalty: 2751.120117
	Iteration 9F: 3 clusters Score -1033748 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1034064.187500 Penalty: 2751.120117
	Iteration 10Q: 3 clusters Score -1034064 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1034316.250000 Penalty: 2751.120117
	Iteration 11Q: 3 clusters Score -1034316 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1034502.000000 Penalty: 2751.120117
	Iteration 12Q: 3 clusters Score -1034502 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1034632.937500 Penalty: 2751.120117
	Iteration 13Q: 3 clusters Score -1034633 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1034743.187500 Penalty: 2751.120117
	Iteration 14Q: 3 clusters Score -1034743 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1034850.562500 Penalty: 2751.120117
	Iteration 15Q: 3 clusters Score -1034851 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1034923.937500 Penalty: 2751.120117
	Iteration 16Q: 3 clusters Score -1034924 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1034990.437500 Penalty: 2751.120117
	Iteration 17Q: 3 clusters Score -1034990 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1035043.125000 Penalty: 2751.120117
	Iteration 18Q: 3 clusters Score -1035043 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1035080.125000 Penalty: 2751.120117
	Iteration 19Q: 3 clusters Score -1035080 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1035101.812500 Penalty: 2751.120117
	Iteration 20F: 3 clusters Score -1035102 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1035123.187500 Penalty: 2751.120117
	Iteration 21Q: 3 clusters Score -1035123 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1035145.937500 Penalty: 2751.120117
	Iteration 22Q: 3 clusters Score -1035146 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1035154.937500 Penalty: 2751.120117
	Iteration 23Q: 3 clusters Score -1035155 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1035165.500000 Penalty: 2751.120117
	Iteration 24Q: 3 clusters Score -1035166 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1035176.500000 Penalty: 2751.120117
	Iteration 25Q: 3 clusters Score -1035176 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1035181.875000 Penalty: 2751.120117
	Iteration 26Q: 3 clusters Score -1035182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1035183.562500 Penalty: 2751.120117
	Iteration 27Q: 3 clusters Score -1035184 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1035185.375000 Penalty: 2751.120117
	Iteration 28Q: 3 clusters Score -1035185 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1035186.875000 Penalty: 2751.120117
	Iteration 29Q: 3 clusters Score -1035187 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1035191.875000 Penalty: 2751.120117
	Iteration 30Q: 3 clusters Score -1035192 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1035200.375000 Penalty: 2751.120117
	Iteration 31Q: 3 clusters Score -1035200 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1035204.187500 Penalty: 2751.120117
	Iteration 32Q: 3 clusters Score -1035204 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1035210.812500 Penalty: 2751.120117
	Iteration 33Q: 3 clusters Score -1035211 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1035215.312500 Penalty: 2751.120117
	Iteration 34Q: 3 clusters Score -1035215 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1035221.562500 Penalty: 2751.120117
	Iteration 35Q: 3 clusters Score -1035222 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1035228.687500 Penalty: 2751.120117
	Iteration 36Q: 3 clusters Score -1035229 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1035231.625000 Penalty: 2751.120117
	Iteration 37Q: 3 clusters Score -1035232 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1035236.250000 Penalty: 2751.120117
	Iteration 38Q: 3 clusters Score -1035236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1035241.125000 Penalty: 2751.120117
	Iteration 39Q: 3 clusters Score -1035241 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1035243.750000 Penalty: 2751.120117
	Iteration 40F: 3 clusters Score -1035244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1035248.000000 Penalty: 2751.120117
	Iteration 41Q: 3 clusters Score -1035248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1035249.687500 Penalty: 2751.120117
	Iteration 42Q: 3 clusters Score -1035250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1035253.187500 Penalty: 2751.120117
	Iteration 43Q: 3 clusters Score -1035253 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1035258.625000 Penalty: 2751.120117
	Iteration 44Q: 3 clusters Score -1035259 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1035262.000000 Penalty: 2751.120117
	Iteration 45Q: 3 clusters Score -1035262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1035264.812500 Penalty: 2751.120117
	Iteration 46Q: 3 clusters Score -1035265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1035264.812500 Penalty: 2751.120117
	Iteration 47Q: 3 clusters Score -1035265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1035268.500000 Penalty: 2751.120117
	Iteration 48Q: 3 clusters Score -1035268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1035269.312500 Penalty: 2751.120117
	Iteration 49Q: 3 clusters Score -1035269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1035271.000000 Penalty: 2751.120117
	Iteration 50Q: 3 clusters Score -1035271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1035272.250000 Penalty: 2751.120117
	Iteration 51Q: 3 clusters Score -1035272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1035272.687500 Penalty: 2751.120117
	Iteration 52Q: 3 clusters Score -1035273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1035277.000000 Penalty: 2751.120117
	Iteration 53Q: 3 clusters Score -1035277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1035275.500000 Penalty: 2751.120117
	Iteration 54Q: 3 clusters Score -1035276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1035274.437500 Penalty: 2751.120117
	Iteration 55Q: 3 clusters Score -1035274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1035275.625000 Penalty: 2751.120117
	Iteration 56Q: 3 clusters Score -1035276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1035278.000000 Penalty: 2751.120117
	Iteration 57Q: 3 clusters Score -1035278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1035281.437500 Penalty: 2751.120117
	Iteration 58Q: 3 clusters Score -1035281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1035283.687500 Penalty: 2751.120117
	Iteration 59Q: 3 clusters Score -1035284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1035286.750000 Penalty: 2751.120117
	Iteration 60F: 3 clusters Score -1035287 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1035287.750000 Penalty: 2751.120117
	Iteration 61Q: 3 clusters Score -1035288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1035289.437500 Penalty: 2751.120117
	Iteration 62Q: 3 clusters Score -1035289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1035290.125000 Penalty: 2751.120117
	Iteration 63Q: 3 clusters Score -1035290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1035292.062500 Penalty: 2751.120117
	Iteration 64Q: 3 clusters Score -1035292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1035292.250000 Penalty: 2751.120117
	Iteration 65Q: 3 clusters Score -1035292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1035292.000000 Penalty: 2751.120117
	Iteration 66Q: 3 clusters Score -1035292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1035294.187500 Penalty: 2751.120117
	Iteration 67Q: 3 clusters Score -1035294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1035294.312500 Penalty: 2751.120117
	Iteration 68Q: 3 clusters Score -1035294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1035294.312500 Penalty: 2751.120117
	Iteration 69F: 3 clusters Score -1035294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -747168.687500 Penalty: 1316.914429
	Iteration 0F: 2 clusters Score -747168.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -742294.375000 Penalty: 2633.828857
	Iteration 0F: 3 clusters Score -742294.4 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -743799.000000 Penalty: 2633.828857
	Iteration 1F: 3 clusters Score -743799 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -744038.375000 Penalty: 2633.828857
	Iteration 2F: 3 clusters Score -744038.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -744176.562500 Penalty: 2633.828857
	Iteration 3Q: 3 clusters Score -744176.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -744277.750000 Penalty: 2633.828857
	Iteration 4Q: 3 clusters Score -744277.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -744355.312500 Penalty: 2633.828857
	Iteration 5Q: 3 clusters Score -744355.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -744408.500000 Penalty: 2633.828857
	Iteration 6Q: 3 clusters Score -744408.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -744460.250000 Penalty: 2633.828857
	Iteration 7Q: 3 clusters Score -744460.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -744507.875000 Penalty: 2633.828857
	Iteration 8Q: 3 clusters Score -744507.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -744557.250000 Penalty: 2633.828857
	Iteration 9Q: 3 clusters Score -744557.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -744619.187500 Penalty: 2633.828857
	Iteration 10Q: 3 clusters Score -744619.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -744680.812500 Penalty: 2633.828857
	Iteration 11Q: 3 clusters Score -744680.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -744747.750000 Penalty: 2633.828857
	Iteration 12Q: 3 clusters Score -744747.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -744810.562500 Penalty: 2633.828857
	Iteration 13Q: 3 clusters Score -744810.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -744877.000000 Penalty: 2633.828857
	Iteration 14Q: 3 clusters Score -744877 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -744941.937500 Penalty: 2633.828857
	Iteration 15Q: 3 clusters Score -744941.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -745004.250000 Penalty: 2633.828857
	Iteration 16Q: 3 clusters Score -745004.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -745067.750000 Penalty: 2633.828857
	Iteration 17Q: 3 clusters Score -745067.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -745138.062500 Penalty: 2633.828857
	Iteration 18Q: 3 clusters Score -745138.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -745204.000000 Penalty: 2633.828857
	Iteration 19Q: 3 clusters Score -745204 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -745271.625000 Penalty: 2633.828857
	Iteration 20F: 3 clusters Score -745271.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -745349.750000 Penalty: 2633.828857
	Iteration 21Q: 3 clusters Score -745349.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -745427.750000 Penalty: 2633.828857
	Iteration 22Q: 3 clusters Score -745427.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -745524.187500 Penalty: 2633.828857
	Iteration 23Q: 3 clusters Score -745524.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -745616.250000 Penalty: 2633.828857
	Iteration 24Q: 3 clusters Score -745616.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -745713.437500 Penalty: 2633.828857
	Iteration 25Q: 3 clusters Score -745713.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -745794.125000 Penalty: 2633.828857
	Iteration 26Q: 3 clusters Score -745794.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -745853.375000 Penalty: 2633.828857
	Iteration 27Q: 3 clusters Score -745853.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -745904.125000 Penalty: 2633.828857
	Iteration 28Q: 3 clusters Score -745904.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -745935.500000 Penalty: 2633.828857
	Iteration 29Q: 3 clusters Score -745935.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -745965.875000 Penalty: 2633.828857
	Iteration 30Q: 3 clusters Score -745965.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -746003.625000 Penalty: 2633.828857
	Iteration 31Q: 3 clusters Score -746003.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -746033.687500 Penalty: 2633.828857
	Iteration 32Q: 3 clusters Score -746033.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -746051.562500 Penalty: 2633.828857
	Iteration 33Q: 3 clusters Score -746051.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -746063.250000 Penalty: 2633.828857
	Iteration 34Q: 3 clusters Score -746063.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -746069.187500 Penalty: 2633.828857
	Iteration 35Q: 3 clusters Score -746069.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -746074.125000 Penalty: 2633.828857
	Iteration 36Q: 3 clusters Score -746074.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -746080.750000 Penalty: 2633.828857
	Iteration 37Q: 3 clusters Score -746080.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -746087.062500 Penalty: 2633.828857
	Iteration 38Q: 3 clusters Score -746087.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -746089.937500 Penalty: 2633.828857
	Iteration 39Q: 3 clusters Score -746089.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -746093.375000 Penalty: 2633.828857
	Iteration 40F: 3 clusters Score -746093.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -746094.000000 Penalty: 2633.828857
	Iteration 41Q: 3 clusters Score -746094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -746098.125000 Penalty: 2633.828857
	Iteration 42Q: 3 clusters Score -746098.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -746099.000000 Penalty: 2633.828857
	Iteration 43Q: 3 clusters Score -746099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -746100.750000 Penalty: 2633.828857
	Iteration 44Q: 3 clusters Score -746100.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -746102.687500 Penalty: 2633.828857
	Iteration 45Q: 3 clusters Score -746102.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -746105.187500 Penalty: 2633.828857
	Iteration 46Q: 3 clusters Score -746105.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -746109.375000 Penalty: 2633.828857
	Iteration 47Q: 3 clusters Score -746109.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -746110.625000 Penalty: 2633.828857
	Iteration 48Q: 3 clusters Score -746110.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -746110.687500 Penalty: 2633.828857
	Iteration 49Q: 3 clusters Score -746110.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -746112.625000 Penalty: 2633.828857
	Iteration 50Q: 3 clusters Score -746112.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -746112.625000 Penalty: 2633.828857
	Iteration 51F: 3 clusters Score -746112.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (48183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48183 members 
Entering Unmasked Estep 
Score: -4813156.000000 Penalty: 1604.474976
	Iteration 0F: 2 clusters Score -4813156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 24338 members 
Entering Unmasked Estep 
Score: -4781813.000000 Penalty: 3208.949951
	Iteration 0F: 3 clusters Score -4781813 nChanged 22214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 26380 members 
Entering Unmasked Estep 
Score: -4794333.500000 Penalty: 3208.949951
	Iteration 1F: 3 clusters Score -4794334 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -4795212.000000 Penalty: 3208.949951
	Iteration 2Q: 3 clusters Score -4795212 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 29612 members 
Entering Unmasked Estep 
Score: -4796441.000000 Penalty: 3208.949951
	Iteration 3F: 3 clusters Score -4796441 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 32230 members 
Entering Unmasked Estep 
Score: -4798209.500000 Penalty: 3208.949951
	Iteration 4F: 3 clusters Score -4798210 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 35557 members 
Entering Unmasked Estep 
Score: -4800940.000000 Penalty: 3208.949951
	Iteration 5F: 3 clusters Score -4800940 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 39253 members 
Entering Unmasked Estep 
Score: -4804253.500000 Penalty: 3208.949951
	Iteration 6F: 3 clusters Score -4804254 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 42523 members 
Entering Unmasked Estep 
Score: -4807363.500000 Penalty: 3208.949951
	Iteration 7F: 3 clusters Score -4807364 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 44823 members 
Entering Unmasked Estep 
Score: -4809533.000000 Penalty: 3208.949951
	Iteration 8Q: 3 clusters Score -4809533 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 46127 members 
Entering Unmasked Estep 
Score: -4810708.000000 Penalty: 3208.949951
	Iteration 9Q: 3 clusters Score -4810708 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 46786 members 
Entering Unmasked Estep 
Score: -4811248.500000 Penalty: 3208.949951
	Iteration 10Q: 3 clusters Score -4811248 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 47130 members 
Entering Unmasked Estep 
Score: -4811572.000000 Penalty: 3208.949951
	Iteration 11Q: 3 clusters Score -4811572 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 47313 members 
Entering Unmasked Estep 
Score: -4811745.500000 Penalty: 3208.949951
	Iteration 12Q: 3 clusters Score -4811746 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 47428 members 
Entering Unmasked Estep 
Score: -4811862.500000 Penalty: 3208.949951
	Iteration 13Q: 3 clusters Score -4811862 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 47492 members 
Entering Unmasked Estep 
Score: -4811931.500000 Penalty: 3208.949951
	Iteration 14Q: 3 clusters Score -4811932 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 47525 members 
Entering Unmasked Estep 
Score: -4811963.000000 Penalty: 3208.949951
	Iteration 15Q: 3 clusters Score -4811963 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 47545 members 
Entering Unmasked Estep 
Score: -4811975.500000 Penalty: 3208.949951
	Iteration 16Q: 3 clusters Score -4811976 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 47558 members 
Entering Unmasked Estep 
Score: -4811985.500000 Penalty: 3208.949951
	Iteration 17Q: 3 clusters Score -4811986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 47570 members 
Entering Unmasked Estep 
Score: -4811999.500000 Penalty: 3208.949951
	Iteration 18Q: 3 clusters Score -4812000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 47579 members 
Entering Unmasked Estep 
Score: -4812019.500000 Penalty: 3208.949951
	Iteration 19Q: 3 clusters Score -4812020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 47587 members 
Entering Unmasked Estep 
Score: -4812027.500000 Penalty: 3208.949951
	Iteration 20F: 3 clusters Score -4812028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 47591 members 
Entering Unmasked Estep 
Score: -4812033.500000 Penalty: 3208.949951
	Iteration 21Q: 3 clusters Score -4812034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 47595 members 
Entering Unmasked Estep 
Score: -4812029.500000 Penalty: 3208.949951
	Iteration 22Q: 3 clusters Score -4812030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 47599 members 
Entering Unmasked Estep 
Score: -4812031.000000 Penalty: 3208.949951
	Iteration 23Q: 3 clusters Score -4812031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 47600 members 
Entering Unmasked Estep 
Score: -4812029.000000 Penalty: 3208.949951
	Iteration 24Q: 3 clusters Score -4812029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 47600 members 
Entering Unmasked Estep 
Score: -4812024.000000 Penalty: 3208.949951
	Iteration 25Q: 3 clusters Score -4812024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 47602 members 
Entering Unmasked Estep 
Score: -4812034.500000 Penalty: 3208.949951
	Iteration 26Q: 3 clusters Score -4812034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 47605 members 
Entering Unmasked Estep 
Score: -4812030.500000 Penalty: 3208.949951
	Iteration 27Q: 3 clusters Score -4812030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 47607 members 
Entering Unmasked Estep 
Score: -4812031.000000 Penalty: 3208.949951
	Iteration 28Q: 3 clusters Score -4812031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 47609 members 
Entering Unmasked Estep 
Score: -4812032.000000 Penalty: 3208.949951
	Iteration 29Q: 3 clusters Score -4812032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 47610 members 
Entering Unmasked Estep 
Score: -4812032.000000 Penalty: 3208.949951
	Iteration 30Q: 3 clusters Score -4812032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 47611 members 
Entering Unmasked Estep 
Score: -4812036.500000 Penalty: 3208.949951
	Iteration 31Q: 3 clusters Score -4812036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 47611 members 
Entering Unmasked Estep 
Score: -4812036.500000 Penalty: 3208.949951
	Iteration 32F: 3 clusters Score -4812036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Entering Unmasked Estep 
Score: -803743.750000 Penalty: 1345.596313
	Iteration 0F: 2 clusters Score -803743.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -797977.562500 Penalty: 2691.192627
	Iteration 0F: 3 clusters Score -797977.6 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -800039.000000 Penalty: 2691.192627
	Iteration 1F: 3 clusters Score -800039 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -800589.875000 Penalty: 2691.192627
	Iteration 2F: 3 clusters Score -800589.9 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -801109.187500 Penalty: 2691.192627
	Iteration 3F: 3 clusters Score -801109.2 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -801549.187500 Penalty: 2691.192627
	Iteration 4F: 3 clusters Score -801549.2 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -801937.812500 Penalty: 2691.192627
	Iteration 5F: 3 clusters Score -801937.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -802236.437500 Penalty: 2691.192627
	Iteration 6Q: 3 clusters Score -802236.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -802463.125000 Penalty: 2691.192627
	Iteration 7Q: 3 clusters Score -802463.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -802620.437500 Penalty: 2691.192627
	Iteration 8Q: 3 clusters Score -802620.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -802745.500000 Penalty: 2691.192627
	Iteration 9Q: 3 clusters Score -802745.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -802864.312500 Penalty: 2691.192627
	Iteration 10Q: 3 clusters Score -802864.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -802960.937500 Penalty: 2691.192627
	Iteration 11Q: 3 clusters Score -802960.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -803035.437500 Penalty: 2691.192627
	Iteration 12Q: 3 clusters Score -803035.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -803089.312500 Penalty: 2691.192627
	Iteration 13Q: 3 clusters Score -803089.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -803126.812500 Penalty: 2691.192627
	Iteration 14Q: 3 clusters Score -803126.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -803151.375000 Penalty: 2691.192627
	Iteration 15Q: 3 clusters Score -803151.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -803174.500000 Penalty: 2691.192627
	Iteration 16Q: 3 clusters Score -803174.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -803195.187500 Penalty: 2691.192627
	Iteration 17Q: 3 clusters Score -803195.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -803216.562500 Penalty: 2691.192627
	Iteration 18Q: 3 clusters Score -803216.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -803236.250000 Penalty: 2691.192627
	Iteration 19Q: 3 clusters Score -803236.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -803262.437500 Penalty: 2691.192627
	Iteration 20F: 3 clusters Score -803262.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -803292.687500 Penalty: 2691.192627
	Iteration 21Q: 3 clusters Score -803292.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -803316.125000 Penalty: 2691.192627
	Iteration 22Q: 3 clusters Score -803316.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -803349.000000 Penalty: 2691.192627
	Iteration 23Q: 3 clusters Score -803349 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -803379.562500 Penalty: 2691.192627
	Iteration 24Q: 3 clusters Score -803379.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -803405.125000 Penalty: 2691.192627
	Iteration 25Q: 3 clusters Score -803405.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -803434.562500 Penalty: 2691.192627
	Iteration 26Q: 3 clusters Score -803434.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -803466.937500 Penalty: 2691.192627
	Iteration 27Q: 3 clusters Score -803466.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -803499.750000 Penalty: 2691.192627
	Iteration 28Q: 3 clusters Score -803499.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -803532.562500 Penalty: 2691.192627
	Iteration 29Q: 3 clusters Score -803532.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -803563.187500 Penalty: 2691.192627
	Iteration 30Q: 3 clusters Score -803563.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -803599.562500 Penalty: 2691.192627
	Iteration 31Q: 3 clusters Score -803599.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -803628.187500 Penalty: 2691.192627
	Iteration 32Q: 3 clusters Score -803628.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -803652.625000 Penalty: 2691.192627
	Iteration 33Q: 3 clusters Score -803652.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -803676.312500 Penalty: 2691.192627
	Iteration 34Q: 3 clusters Score -803676.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -803689.000000 Penalty: 2691.192627
	Iteration 35Q: 3 clusters Score -803689 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -803702.187500 Penalty: 2691.192627
	Iteration 36Q: 3 clusters Score -803702.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -803715.937500 Penalty: 2691.192627
	Iteration 37Q: 3 clusters Score -803715.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -803729.187500 Penalty: 2691.192627
	Iteration 38Q: 3 clusters Score -803729.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -803741.062500 Penalty: 2691.192627
	Iteration 39Q: 3 clusters Score -803741.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -803750.625000 Penalty: 2691.192627
	Iteration 40F: 3 clusters Score -803750.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -803761.562500 Penalty: 2691.192627
	Iteration 41Q: 3 clusters Score -803761.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -803776.562500 Penalty: 2691.192627
	Iteration 42Q: 3 clusters Score -803776.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -803785.625000 Penalty: 2691.192627
	Iteration 43Q: 3 clusters Score -803785.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -803788.687500 Penalty: 2691.192627
	Iteration 44Q: 3 clusters Score -803788.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -803795.500000 Penalty: 2691.192627
	Iteration 45Q: 3 clusters Score -803795.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -803799.312500 Penalty: 2691.192627
	Iteration 46Q: 3 clusters Score -803799.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -803801.812500 Penalty: 2691.192627
	Iteration 47Q: 3 clusters Score -803801.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -803804.187500 Penalty: 2691.192627
	Iteration 48Q: 3 clusters Score -803804.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -803810.750000 Penalty: 2691.192627
	Iteration 49Q: 3 clusters Score -803810.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -803808.750000 Penalty: 2691.192627
	Iteration 50Q: 3 clusters Score -803808.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -803810.687500 Penalty: 2691.192627
	Iteration 51Q: 3 clusters Score -803810.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -803811.375000 Penalty: 2691.192627
	Iteration 52Q: 3 clusters Score -803811.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -803816.500000 Penalty: 2691.192627
	Iteration 53Q: 3 clusters Score -803816.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -803819.312500 Penalty: 2691.192627
	Iteration 54Q: 3 clusters Score -803819.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -803823.250000 Penalty: 2691.192627
	Iteration 55Q: 3 clusters Score -803823.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -803822.375000 Penalty: 2691.192627
	Iteration 56Q: 3 clusters Score -803822.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -803824.437500 Penalty: 2691.192627
	Iteration 57Q: 3 clusters Score -803824.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -803824.000000 Penalty: 2691.192627
	Iteration 58Q: 3 clusters Score -803824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -803824.937500 Penalty: 2691.192627
	Iteration 59Q: 3 clusters Score -803824.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -803825.562500 Penalty: 2691.192627
	Iteration 60F: 3 clusters Score -803825.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -803828.500000 Penalty: 2691.192627
	Iteration 61Q: 3 clusters Score -803828.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -803829.500000 Penalty: 2691.192627
	Iteration 62Q: 3 clusters Score -803829.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -803829.062500 Penalty: 2691.192627
	Iteration 63Q: 3 clusters Score -803829.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -803829.875000 Penalty: 2691.192627
	Iteration 64Q: 3 clusters Score -803829.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -803832.625000 Penalty: 2691.192627
	Iteration 65Q: 3 clusters Score -803832.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -803838.250000 Penalty: 2691.192627
	Iteration 66Q: 3 clusters Score -803838.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -803840.812500 Penalty: 2691.192627
	Iteration 67Q: 3 clusters Score -803840.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -803843.812500 Penalty: 2691.192627
	Iteration 68Q: 3 clusters Score -803843.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -803842.500000 Penalty: 2691.192627
	Iteration 69Q: 3 clusters Score -803842.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -803843.375000 Penalty: 2691.192627
	Iteration 70Q: 3 clusters Score -803843.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -803844.437500 Penalty: 2691.192627
	Iteration 71Q: 3 clusters Score -803844.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -803844.500000 Penalty: 2691.192627
	Iteration 72Q: 3 clusters Score -803844.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -803844.187500 Penalty: 2691.192627
	Iteration 73Q: 3 clusters Score -803844.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -803844.125000 Penalty: 2691.192627
	Iteration 74Q: 3 clusters Score -803844.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -803844.125000 Penalty: 2691.192627
	Iteration 75Q: 3 clusters Score -803844.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -803844.500000 Penalty: 2691.192627
	Iteration 76Q: 3 clusters Score -803844.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -803844.500000 Penalty: 2691.192627
	Iteration 77F: 3 clusters Score -803844.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61438 members 
Mstep: Class 2 contains 10346 members 
Mstep: Class 3 contains 6976 members 
Mstep: Class 4 contains 48183 members 
Mstep: Class 5 contains 3760 members 
Mstep: Class 6 contains 11524 members 
Mstep: Class 7 contains 57122 members 
Mstep: Class 8 contains 10604 members 
Mstep: Class 9 contains 11019 members 
Mstep: Class 10 contains 11439 members 
Mstep: Class 11 contains 10287 members 
Mstep: Class 12 contains 7443 members 
Mstep: Class 13 contains 18949 members 
Mstep: Class 14 contains 37791 members 
Mstep: Class 15 contains 16500 members 
Mstep: Class 16 contains 23300 members 
Mstep: Class 17 contains 28625 members 
Mstep: Class 18 contains 19763 members 
Mstep: Class 19 contains 1595 members 
Mstep: Class 20 contains 199482 members 
Mstep: Class 21 contains 36186 members 
Mstep: Class 22 contains 1792 members 
Mstep: Class 23 contains 6445 members 
Mstep: Class 24 contains 1867 members 
Mstep: Class 25 contains 36067 members 
Mstep: Class 26 contains 6406 members 
Mstep: Class 27 contains 14776 members 
Mstep: Class 28 contains 20113 members 
Mstep: Class 29 contains 37563 members 
Mstep: Class 30 contains 10732 members 
Mstep: Class 31 contains 9107 members 
Mstep: Class 32 contains 1043 members 
Mstep: Class 33 contains 8013 members 
Mstep: Class 34 contains 4038 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 1593 members 
Mstep: Class 37 contains 4215 members 
Mstep: Class 38 contains 3370 members 
Mstep: Class 39 contains 33890 members 
Mstep: Class 40 contains 18018 members 
Mstep: Class 41 contains 15631 members 
Mstep: Class 42 contains 2905 members 
Mstep: Class 43 contains 2585 members 
Mstep: Class 44 contains 5084 members 
Mstep: Class 45 contains 1962 members 
Mstep: Class 46 contains 1298 members 
Mstep: Class 47 contains 10917 members 
Mstep: Class 48 contains 1670 members 
Mstep: Class 49 contains 1371 members 
Mstep: Class 50 contains 4699 members 
Entering Unmasked Estep 
Score: -88125792.000000 Penalty: 102001.945312
Splitting cluster 5 changes total score from -88126192.000000 to -88125792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (11524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Entering Unmasked Estep 
Score: -1175067.250000 Penalty: 1391.605469
	Iteration 0F: 2 clusters Score -1175067 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 5719 members 
Entering Unmasked Estep 
Score: -1167362.875000 Penalty: 2783.210938
	Iteration 0F: 3 clusters Score -1167363 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1169986.750000 Penalty: 2783.210938
	Iteration 1F: 3 clusters Score -1169987 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1170336.875000 Penalty: 2783.210938
	Iteration 2F: 3 clusters Score -1170337 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1170615.125000 Penalty: 2783.210938
	Iteration 3F: 3 clusters Score -1170615 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1170885.125000 Penalty: 2783.210938
	Iteration 4Q: 3 clusters Score -1170885 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1171206.500000 Penalty: 2783.210938
	Iteration 5Q: 3 clusters Score -1171206 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1171572.125000 Penalty: 2783.210938
	Iteration 6Q: 3 clusters Score -1171572 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1172001.250000 Penalty: 2783.210938
	Iteration 7Q: 3 clusters Score -1172001 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1172509.875000 Penalty: 2783.210938
	Iteration 8F: 3 clusters Score -1172510 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1173031.375000 Penalty: 2783.210938
	Iteration 9F: 3 clusters Score -1173031 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1173480.875000 Penalty: 2783.210938
	Iteration 10F: 3 clusters Score -1173481 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1173724.750000 Penalty: 2783.210938
	Iteration 11Q: 3 clusters Score -1173725 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1173843.375000 Penalty: 2783.210938
	Iteration 12Q: 3 clusters Score -1173843 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1173915.875000 Penalty: 2783.210938
	Iteration 13Q: 3 clusters Score -1173916 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1173960.625000 Penalty: 2783.210938
	Iteration 14Q: 3 clusters Score -1173961 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1173993.625000 Penalty: 2783.210938
	Iteration 15Q: 3 clusters Score -1173994 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1174018.750000 Penalty: 2783.210938
	Iteration 16Q: 3 clusters Score -1174019 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1174041.250000 Penalty: 2783.210938
	Iteration 17Q: 3 clusters Score -1174041 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1174053.125000 Penalty: 2783.210938
	Iteration 18Q: 3 clusters Score -1174053 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1174067.250000 Penalty: 2783.210938
	Iteration 19Q: 3 clusters Score -1174067 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1174073.875000 Penalty: 2783.210938
	Iteration 20F: 3 clusters Score -1174074 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1174078.000000 Penalty: 2783.210938
	Iteration 21Q: 3 clusters Score -1174078 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1174083.125000 Penalty: 2783.210938
	Iteration 22Q: 3 clusters Score -1174083 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1174087.750000 Penalty: 2783.210938
	Iteration 23Q: 3 clusters Score -1174088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1174092.375000 Penalty: 2783.210938
	Iteration 24Q: 3 clusters Score -1174092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1174091.625000 Penalty: 2783.210938
	Iteration 25Q: 3 clusters Score -1174092 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1174096.500000 Penalty: 2783.210938
	Iteration 26Q: 3 clusters Score -1174096 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1174096.875000 Penalty: 2783.210938
	Iteration 27Q: 3 clusters Score -1174097 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1174097.625000 Penalty: 2783.210938
	Iteration 28Q: 3 clusters Score -1174098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1174101.000000 Penalty: 2783.210938
	Iteration 29Q: 3 clusters Score -1174101 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1174108.000000 Penalty: 2783.210938
	Iteration 30Q: 3 clusters Score -1174108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1174108.500000 Penalty: 2783.210938
	Iteration 31Q: 3 clusters Score -1174108 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1174112.000000 Penalty: 2783.210938
	Iteration 32Q: 3 clusters Score -1174112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1174116.375000 Penalty: 2783.210938
	Iteration 33Q: 3 clusters Score -1174116 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1174116.625000 Penalty: 2783.210938
	Iteration 34Q: 3 clusters Score -1174117 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1174118.750000 Penalty: 2783.210938
	Iteration 35Q: 3 clusters Score -1174119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1174121.750000 Penalty: 2783.210938
	Iteration 36Q: 3 clusters Score -1174122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1174121.625000 Penalty: 2783.210938
	Iteration 37Q: 3 clusters Score -1174122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1174122.000000 Penalty: 2783.210938
	Iteration 38Q: 3 clusters Score -1174122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1174126.000000 Penalty: 2783.210938
	Iteration 39Q: 3 clusters Score -1174126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1174128.625000 Penalty: 2783.210938
	Iteration 40F: 3 clusters Score -1174129 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1174128.125000 Penalty: 2783.210938
	Iteration 41Q: 3 clusters Score -1174128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1174128.125000 Penalty: 2783.210938
	Iteration 42Q: 3 clusters Score -1174128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1174132.000000 Penalty: 2783.210938
	Iteration 43Q: 3 clusters Score -1174132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1174131.500000 Penalty: 2783.210938
	Iteration 44Q: 3 clusters Score -1174132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1174132.500000 Penalty: 2783.210938
	Iteration 45Q: 3 clusters Score -1174132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1174137.625000 Penalty: 2783.210938
	Iteration 46Q: 3 clusters Score -1174138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1174134.875000 Penalty: 2783.210938
	Iteration 47Q: 3 clusters Score -1174135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1174136.250000 Penalty: 2783.210938
	Iteration 48Q: 3 clusters Score -1174136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1174138.125000 Penalty: 2783.210938
	Iteration 49Q: 3 clusters Score -1174138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1174138.000000 Penalty: 2783.210938
	Iteration 50Q: 3 clusters Score -1174138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1174137.000000 Penalty: 2783.210938
	Iteration 51Q: 3 clusters Score -1174137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1174137.250000 Penalty: 2783.210938
	Iteration 52Q: 3 clusters Score -1174137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1174138.625000 Penalty: 2783.210938
	Iteration 53Q: 3 clusters Score -1174139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1174135.125000 Penalty: 2783.210938
	Iteration 54Q: 3 clusters Score -1174135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1174136.125000 Penalty: 2783.210938
	Iteration 55Q: 3 clusters Score -1174136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1174135.875000 Penalty: 2783.210938
	Iteration 56Q: 3 clusters Score -1174136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1174135.875000 Penalty: 2783.210938
	Iteration 57F: 3 clusters Score -1174136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (57122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57122 members 
Entering Unmasked Estep 
Score: -5709126.000000 Penalty: 1629.798218
	Iteration 0F: 2 clusters Score -5709126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28491 members 
Mstep: Class 2 contains 28631 members 
Entering Unmasked Estep 
Score: -5671738.000000 Penalty: 3259.596436
	Iteration 0F: 3 clusters Score -5671738 nChanged 26593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27750 members 
Mstep: Class 2 contains 29372 members 
Entering Unmasked Estep 
Score: -5686717.000000 Penalty: 3259.596436
	Iteration 1F: 3 clusters Score -5686717 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 29938 members 
Entering Unmasked Estep 
Score: -5687462.500000 Penalty: 3259.596436
	Iteration 2Q: 3 clusters Score -5687462 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26383 members 
Mstep: Class 2 contains 30739 members 
Entering Unmasked Estep 
Score: -5688390.000000 Penalty: 3259.596436
	Iteration 3Q: 3 clusters Score -5688390 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25269 members 
Mstep: Class 2 contains 31853 members 
Entering Unmasked Estep 
Score: -5689498.000000 Penalty: 3259.596436
	Iteration 4Q: 3 clusters Score -5689498 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 33243 members 
Entering Unmasked Estep 
Score: -5690941.000000 Penalty: 3259.596436
	Iteration 5Q: 3 clusters Score -5690941 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 34988 members 
Entering Unmasked Estep 
Score: -5692753.500000 Penalty: 3259.596436
	Iteration 6F: 3 clusters Score -5692754 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 37035 members 
Entering Unmasked Estep 
Score: -5695067.000000 Penalty: 3259.596436
	Iteration 7F: 3 clusters Score -5695067 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 39102 members 
Entering Unmasked Estep 
Score: -5697452.500000 Penalty: 3259.596436
	Iteration 8F: 3 clusters Score -5697452 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 40847 members 
Entering Unmasked Estep 
Score: -5699568.000000 Penalty: 3259.596436
	Iteration 9F: 3 clusters Score -5699568 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 42220 members 
Entering Unmasked Estep 
Score: -5701129.500000 Penalty: 3259.596436
	Iteration 10Q: 3 clusters Score -5701130 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 43345 members 
Entering Unmasked Estep 
Score: -5702168.500000 Penalty: 3259.596436
	Iteration 11Q: 3 clusters Score -5702168 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 44352 members 
Entering Unmasked Estep 
Score: -5702796.000000 Penalty: 3259.596436
	Iteration 12Q: 3 clusters Score -5702796 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 45267 members 
Entering Unmasked Estep 
Score: -5703211.500000 Penalty: 3259.596436
	Iteration 13Q: 3 clusters Score -5703212 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 46148 members 
Entering Unmasked Estep 
Score: -5703629.000000 Penalty: 3259.596436
	Iteration 14Q: 3 clusters Score -5703629 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 46947 members 
Entering Unmasked Estep 
Score: -5703958.000000 Penalty: 3259.596436
	Iteration 15Q: 3 clusters Score -5703958 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 47692 members 
Entering Unmasked Estep 
Score: -5704296.500000 Penalty: 3259.596436
	Iteration 16Q: 3 clusters Score -5704296 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 48434 members 
Entering Unmasked Estep 
Score: -5704589.000000 Penalty: 3259.596436
	Iteration 17Q: 3 clusters Score -5704589 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 49180 members 
Entering Unmasked Estep 
Score: -5704885.500000 Penalty: 3259.596436
	Iteration 18Q: 3 clusters Score -5704886 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 49888 members 
Entering Unmasked Estep 
Score: -5705171.500000 Penalty: 3259.596436
	Iteration 19Q: 3 clusters Score -5705172 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 50553 members 
Entering Unmasked Estep 
Score: -5705442.000000 Penalty: 3259.596436
	Iteration 20F: 3 clusters Score -5705442 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 51151 members 
Entering Unmasked Estep 
Score: -5705677.000000 Penalty: 3259.596436
	Iteration 21Q: 3 clusters Score -5705677 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 51738 members 
Entering Unmasked Estep 
Score: -5705953.500000 Penalty: 3259.596436
	Iteration 22Q: 3 clusters Score -5705954 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 52274 members 
Entering Unmasked Estep 
Score: -5706192.500000 Penalty: 3259.596436
	Iteration 23Q: 3 clusters Score -5706192 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 52771 members 
Entering Unmasked Estep 
Score: -5706406.000000 Penalty: 3259.596436
	Iteration 24Q: 3 clusters Score -5706406 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 53232 members 
Entering Unmasked Estep 
Score: -5706621.500000 Penalty: 3259.596436
	Iteration 25Q: 3 clusters Score -5706622 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 53624 members 
Entering Unmasked Estep 
Score: -5706795.500000 Penalty: 3259.596436
	Iteration 26Q: 3 clusters Score -5706796 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 53984 members 
Entering Unmasked Estep 
Score: -5706945.500000 Penalty: 3259.596436
	Iteration 27Q: 3 clusters Score -5706946 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 54307 members 
Entering Unmasked Estep 
Score: -5707073.500000 Penalty: 3259.596436
	Iteration 28Q: 3 clusters Score -5707074 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 54584 members 
Entering Unmasked Estep 
Score: -5707222.000000 Penalty: 3259.596436
	Iteration 29Q: 3 clusters Score -5707222 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 54837 members 
Entering Unmasked Estep 
Score: -5707326.500000 Penalty: 3259.596436
	Iteration 30Q: 3 clusters Score -5707326 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 55055 members 
Entering Unmasked Estep 
Score: -5707395.500000 Penalty: 3259.596436
	Iteration 31Q: 3 clusters Score -5707396 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 55228 members 
Entering Unmasked Estep 
Score: -5707486.500000 Penalty: 3259.596436
	Iteration 32Q: 3 clusters Score -5707486 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 55349 members 
Entering Unmasked Estep 
Score: -5707528.500000 Penalty: 3259.596436
	Iteration 33Q: 3 clusters Score -5707528 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 55446 members 
Entering Unmasked Estep 
Score: -5707567.000000 Penalty: 3259.596436
	Iteration 34Q: 3 clusters Score -5707567 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 55536 members 
Entering Unmasked Estep 
Score: -5707595.000000 Penalty: 3259.596436
	Iteration 35Q: 3 clusters Score -5707595 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 55620 members 
Entering Unmasked Estep 
Score: -5707635.000000 Penalty: 3259.596436
	Iteration 36Q: 3 clusters Score -5707635 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 55689 members 
Entering Unmasked Estep 
Score: -5707679.000000 Penalty: 3259.596436
	Iteration 37Q: 3 clusters Score -5707679 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 55757 members 
Entering Unmasked Estep 
Score: -5707703.000000 Penalty: 3259.596436
	Iteration 38Q: 3 clusters Score -5707703 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 55826 members 
Entering Unmasked Estep 
Score: -5707733.000000 Penalty: 3259.596436
	Iteration 39Q: 3 clusters Score -5707733 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 55883 members 
Entering Unmasked Estep 
Score: -5707763.500000 Penalty: 3259.596436
	Iteration 40F: 3 clusters Score -5707764 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 55918 members 
Entering Unmasked Estep 
Score: -5707774.500000 Penalty: 3259.596436
	Iteration 41Q: 3 clusters Score -5707774 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 55970 members 
Entering Unmasked Estep 
Score: -5707799.000000 Penalty: 3259.596436
	Iteration 42Q: 3 clusters Score -5707799 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 56012 members 
Entering Unmasked Estep 
Score: -5707814.000000 Penalty: 3259.596436
	Iteration 43Q: 3 clusters Score -5707814 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 56045 members 
Entering Unmasked Estep 
Score: -5707846.500000 Penalty: 3259.596436
	Iteration 44Q: 3 clusters Score -5707846 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 56075 members 
Entering Unmasked Estep 
Score: -5707864.500000 Penalty: 3259.596436
	Iteration 45Q: 3 clusters Score -5707864 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 56095 members 
Entering Unmasked Estep 
Score: -5707870.500000 Penalty: 3259.596436
	Iteration 46Q: 3 clusters Score -5707870 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 56112 members 
Entering Unmasked Estep 
Score: -5707885.500000 Penalty: 3259.596436
	Iteration 47Q: 3 clusters Score -5707886 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 56126 members 
Entering Unmasked Estep 
Score: -5707901.500000 Penalty: 3259.596436
	Iteration 48Q: 3 clusters Score -5707902 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 56143 members 
Entering Unmasked Estep 
Score: -5707899.500000 Penalty: 3259.596436
	Iteration 49Q: 3 clusters Score -5707900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 56155 members 
Entering Unmasked Estep 
Score: -5707908.000000 Penalty: 3259.596436
	Iteration 50Q: 3 clusters Score -5707908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 56158 members 
Entering Unmasked Estep 
Score: -5707900.000000 Penalty: 3259.596436
	Iteration 51Q: 3 clusters Score -5707900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 56164 members 
Entering Unmasked Estep 
Score: -5707904.000000 Penalty: 3259.596436
	Iteration 52Q: 3 clusters Score -5707904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 56167 members 
Entering Unmasked Estep 
Score: -5707908.000000 Penalty: 3259.596436
	Iteration 53Q: 3 clusters Score -5707908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 56172 members 
Entering Unmasked Estep 
Score: -5707916.500000 Penalty: 3259.596436
	Iteration 54Q: 3 clusters Score -5707916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 56180 members 
Entering Unmasked Estep 
Score: -5707911.000000 Penalty: 3259.596436
	Iteration 55Q: 3 clusters Score -5707911 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 56191 members 
Entering Unmasked Estep 
Score: -5707919.500000 Penalty: 3259.596436
	Iteration 56Q: 3 clusters Score -5707920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 56196 members 
Entering Unmasked Estep 
Score: -5707919.000000 Penalty: 3259.596436
	Iteration 57Q: 3 clusters Score -5707919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 56203 members 
Entering Unmasked Estep 
Score: -5707914.500000 Penalty: 3259.596436
	Iteration 58Q: 3 clusters Score -5707914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 56209 members 
Entering Unmasked Estep 
Score: -5707925.000000 Penalty: 3259.596436
	Iteration 59Q: 3 clusters Score -5707925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 56210 members 
Entering Unmasked Estep 
Score: -5707926.000000 Penalty: 3259.596436
	Iteration 60F: 3 clusters Score -5707926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 56210 members 
Entering Unmasked Estep 
Score: -5707925.000000 Penalty: 3259.596436
	Iteration 61Q: 3 clusters Score -5707925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 56210 members 
Entering Unmasked Estep 
Score: -5707925.000000 Penalty: 3259.596436
	Iteration 62F: 3 clusters Score -5707925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Entering Unmasked Estep 
Score: -1095467.500000 Penalty: 1379.225220
	Iteration 0F: 2 clusters Score -1095468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1088351.875000 Penalty: 2758.450439
	Iteration 0F: 3 clusters Score -1088352 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1090764.500000 Penalty: 2758.450439
	Iteration 1F: 3 clusters Score -1090764 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1091131.375000 Penalty: 2758.450439
	Iteration 2F: 3 clusters Score -1091131 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1091358.500000 Penalty: 2758.450439
	Iteration 3F: 3 clusters Score -1091358 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1091528.875000 Penalty: 2758.450439
	Iteration 4Q: 3 clusters Score -1091529 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1091694.375000 Penalty: 2758.450439
	Iteration 5Q: 3 clusters Score -1091694 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1091817.500000 Penalty: 2758.450439
	Iteration 6Q: 3 clusters Score -1091818 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1091922.625000 Penalty: 2758.450439
	Iteration 7Q: 3 clusters Score -1091923 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1092011.875000 Penalty: 2758.450439
	Iteration 8Q: 3 clusters Score -1092012 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1092085.000000 Penalty: 2758.450439
	Iteration 9Q: 3 clusters Score -1092085 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1092148.875000 Penalty: 2758.450439
	Iteration 10Q: 3 clusters Score -1092149 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1092212.375000 Penalty: 2758.450439
	Iteration 11Q: 3 clusters Score -1092212 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1092278.500000 Penalty: 2758.450439
	Iteration 12Q: 3 clusters Score -1092278 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1092361.875000 Penalty: 2758.450439
	Iteration 13Q: 3 clusters Score -1092362 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1092444.875000 Penalty: 2758.450439
	Iteration 14Q: 3 clusters Score -1092445 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1092540.750000 Penalty: 2758.450439
	Iteration 15Q: 3 clusters Score -1092541 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1092647.875000 Penalty: 2758.450439
	Iteration 16Q: 3 clusters Score -1092648 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1092757.125000 Penalty: 2758.450439
	Iteration 17Q: 3 clusters Score -1092757 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1092876.625000 Penalty: 2758.450439
	Iteration 18Q: 3 clusters Score -1092877 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1093033.250000 Penalty: 2758.450439
	Iteration 19Q: 3 clusters Score -1093033 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1093180.500000 Penalty: 2758.450439
	Iteration 20F: 3 clusters Score -1093180 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1093317.625000 Penalty: 2758.450439
	Iteration 21Q: 3 clusters Score -1093318 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1093471.625000 Penalty: 2758.450439
	Iteration 22Q: 3 clusters Score -1093472 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1093661.750000 Penalty: 2758.450439
	Iteration 23Q: 3 clusters Score -1093662 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1093837.375000 Penalty: 2758.450439
	Iteration 24Q: 3 clusters Score -1093837 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1093986.000000 Penalty: 2758.450439
	Iteration 25Q: 3 clusters Score -1093986 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1094098.625000 Penalty: 2758.450439
	Iteration 26Q: 3 clusters Score -1094099 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1094179.125000 Penalty: 2758.450439
	Iteration 27Q: 3 clusters Score -1094179 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1094238.250000 Penalty: 2758.450439
	Iteration 28Q: 3 clusters Score -1094238 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1094284.500000 Penalty: 2758.450439
	Iteration 29Q: 3 clusters Score -1094284 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1094316.500000 Penalty: 2758.450439
	Iteration 30Q: 3 clusters Score -1094316 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1094345.500000 Penalty: 2758.450439
	Iteration 31Q: 3 clusters Score -1094346 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1094367.125000 Penalty: 2758.450439
	Iteration 32Q: 3 clusters Score -1094367 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1094377.375000 Penalty: 2758.450439
	Iteration 33Q: 3 clusters Score -1094377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1094387.250000 Penalty: 2758.450439
	Iteration 34Q: 3 clusters Score -1094387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1094391.500000 Penalty: 2758.450439
	Iteration 35Q: 3 clusters Score -1094392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1094395.375000 Penalty: 2758.450439
	Iteration 36Q: 3 clusters Score -1094395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1094397.000000 Penalty: 2758.450439
	Iteration 37Q: 3 clusters Score -1094397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1094403.250000 Penalty: 2758.450439
	Iteration 38Q: 3 clusters Score -1094403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1094406.375000 Penalty: 2758.450439
	Iteration 39Q: 3 clusters Score -1094406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1094406.375000 Penalty: 2758.450439
	Iteration 40F: 3 clusters Score -1094406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1094410.875000 Penalty: 2758.450439
	Iteration 41Q: 3 clusters Score -1094411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1094412.125000 Penalty: 2758.450439
	Iteration 42Q: 3 clusters Score -1094412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1094414.625000 Penalty: 2758.450439
	Iteration 43Q: 3 clusters Score -1094415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1094417.250000 Penalty: 2758.450439
	Iteration 44Q: 3 clusters Score -1094417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1094418.875000 Penalty: 2758.450439
	Iteration 45Q: 3 clusters Score -1094419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1094422.875000 Penalty: 2758.450439
	Iteration 46Q: 3 clusters Score -1094423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1094424.375000 Penalty: 2758.450439
	Iteration 47Q: 3 clusters Score -1094424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1094424.875000 Penalty: 2758.450439
	Iteration 48Q: 3 clusters Score -1094425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1094424.875000 Penalty: 2758.450439
	Iteration 49F: 3 clusters Score -1094425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Entering Unmasked Estep 
Score: -1153351.000000 Penalty: 1384.937622
	Iteration 0F: 2 clusters Score -1153351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1145973.875000 Penalty: 2769.875244
	Iteration 0F: 3 clusters Score -1145974 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1148410.375000 Penalty: 2769.875244
	Iteration 1F: 3 clusters Score -1148410 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1148686.500000 Penalty: 2769.875244
	Iteration 2F: 3 clusters Score -1148686 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1148926.625000 Penalty: 2769.875244
	Iteration 3Q: 3 clusters Score -1148927 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1149158.125000 Penalty: 2769.875244
	Iteration 4Q: 3 clusters Score -1149158 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1149450.000000 Penalty: 2769.875244
	Iteration 5Q: 3 clusters Score -1149450 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1149781.750000 Penalty: 2769.875244
	Iteration 6Q: 3 clusters Score -1149782 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1150098.750000 Penalty: 2769.875244
	Iteration 7Q: 3 clusters Score -1150099 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1150392.250000 Penalty: 2769.875244
	Iteration 8Q: 3 clusters Score -1150392 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1150689.500000 Penalty: 2769.875244
	Iteration 9Q: 3 clusters Score -1150690 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1150972.250000 Penalty: 2769.875244
	Iteration 10Q: 3 clusters Score -1150972 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1151220.000000 Penalty: 2769.875244
	Iteration 11Q: 3 clusters Score -1151220 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1151402.125000 Penalty: 2769.875244
	Iteration 12Q: 3 clusters Score -1151402 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1151554.750000 Penalty: 2769.875244
	Iteration 13Q: 3 clusters Score -1151555 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1151683.000000 Penalty: 2769.875244
	Iteration 14Q: 3 clusters Score -1151683 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1151799.000000 Penalty: 2769.875244
	Iteration 15Q: 3 clusters Score -1151799 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1151891.000000 Penalty: 2769.875244
	Iteration 16Q: 3 clusters Score -1151891 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1151953.250000 Penalty: 2769.875244
	Iteration 17Q: 3 clusters Score -1151953 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1152012.250000 Penalty: 2769.875244
	Iteration 18Q: 3 clusters Score -1152012 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1152070.625000 Penalty: 2769.875244
	Iteration 19Q: 3 clusters Score -1152071 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1152110.375000 Penalty: 2769.875244
	Iteration 20F: 3 clusters Score -1152110 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1152141.500000 Penalty: 2769.875244
	Iteration 21Q: 3 clusters Score -1152142 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1152172.250000 Penalty: 2769.875244
	Iteration 22Q: 3 clusters Score -1152172 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1152196.375000 Penalty: 2769.875244
	Iteration 23Q: 3 clusters Score -1152196 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1152212.625000 Penalty: 2769.875244
	Iteration 24Q: 3 clusters Score -1152213 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1152231.375000 Penalty: 2769.875244
	Iteration 25Q: 3 clusters Score -1152231 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1152249.500000 Penalty: 2769.875244
	Iteration 26Q: 3 clusters Score -1152250 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1152258.250000 Penalty: 2769.875244
	Iteration 27Q: 3 clusters Score -1152258 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1152274.625000 Penalty: 2769.875244
	Iteration 28Q: 3 clusters Score -1152275 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1152291.375000 Penalty: 2769.875244
	Iteration 29Q: 3 clusters Score -1152291 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1152298.625000 Penalty: 2769.875244
	Iteration 30Q: 3 clusters Score -1152299 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1152311.125000 Penalty: 2769.875244
	Iteration 31Q: 3 clusters Score -1152311 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1152323.125000 Penalty: 2769.875244
	Iteration 32Q: 3 clusters Score -1152323 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1152331.875000 Penalty: 2769.875244
	Iteration 33Q: 3 clusters Score -1152332 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1152342.500000 Penalty: 2769.875244
	Iteration 34Q: 3 clusters Score -1152342 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1152348.875000 Penalty: 2769.875244
	Iteration 35Q: 3 clusters Score -1152349 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1152359.500000 Penalty: 2769.875244
	Iteration 36Q: 3 clusters Score -1152360 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1152368.125000 Penalty: 2769.875244
	Iteration 37Q: 3 clusters Score -1152368 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1152374.000000 Penalty: 2769.875244
	Iteration 38Q: 3 clusters Score -1152374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1152381.250000 Penalty: 2769.875244
	Iteration 39Q: 3 clusters Score -1152381 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1152388.875000 Penalty: 2769.875244
	Iteration 40F: 3 clusters Score -1152389 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1152396.500000 Penalty: 2769.875244
	Iteration 41Q: 3 clusters Score -1152396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1152395.750000 Penalty: 2769.875244
	Iteration 42Q: 3 clusters Score -1152396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1152398.000000 Penalty: 2769.875244
	Iteration 43Q: 3 clusters Score -1152398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1152404.750000 Penalty: 2769.875244
	Iteration 44Q: 3 clusters Score -1152405 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1152407.500000 Penalty: 2769.875244
	Iteration 45Q: 3 clusters Score -1152408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1152408.875000 Penalty: 2769.875244
	Iteration 46Q: 3 clusters Score -1152409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1152409.500000 Penalty: 2769.875244
	Iteration 47Q: 3 clusters Score -1152410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1152411.000000 Penalty: 2769.875244
	Iteration 48Q: 3 clusters Score -1152411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1152411.750000 Penalty: 2769.875244
	Iteration 49Q: 3 clusters Score -1152412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1152410.375000 Penalty: 2769.875244
	Iteration 50Q: 3 clusters Score -1152410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1152412.750000 Penalty: 2769.875244
	Iteration 51Q: 3 clusters Score -1152413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1152414.250000 Penalty: 2769.875244
	Iteration 52Q: 3 clusters Score -1152414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1152416.000000 Penalty: 2769.875244
	Iteration 53Q: 3 clusters Score -1152416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1152416.250000 Penalty: 2769.875244
	Iteration 54Q: 3 clusters Score -1152416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1152421.125000 Penalty: 2769.875244
	Iteration 55Q: 3 clusters Score -1152421 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1152423.750000 Penalty: 2769.875244
	Iteration 56Q: 3 clusters Score -1152424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1152428.375000 Penalty: 2769.875244
	Iteration 57Q: 3 clusters Score -1152428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1152433.250000 Penalty: 2769.875244
	Iteration 58Q: 3 clusters Score -1152433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1152434.250000 Penalty: 2769.875244
	Iteration 59Q: 3 clusters Score -1152434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1152436.500000 Penalty: 2769.875244
	Iteration 60F: 3 clusters Score -1152436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1152442.375000 Penalty: 2769.875244
	Iteration 61Q: 3 clusters Score -1152442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1152444.250000 Penalty: 2769.875244
	Iteration 62Q: 3 clusters Score -1152444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1152449.000000 Penalty: 2769.875244
	Iteration 63Q: 3 clusters Score -1152449 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1152453.625000 Penalty: 2769.875244
	Iteration 64Q: 3 clusters Score -1152454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1152456.875000 Penalty: 2769.875244
	Iteration 65Q: 3 clusters Score -1152457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1152457.500000 Penalty: 2769.875244
	Iteration 66Q: 3 clusters Score -1152458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1152460.625000 Penalty: 2769.875244
	Iteration 67Q: 3 clusters Score -1152461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1152459.875000 Penalty: 2769.875244
	Iteration 68Q: 3 clusters Score -1152460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1152459.625000 Penalty: 2769.875244
	Iteration 69Q: 3 clusters Score -1152460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1152460.375000 Penalty: 2769.875244
	Iteration 70Q: 3 clusters Score -1152460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1152460.625000 Penalty: 2769.875244
	Iteration 71Q: 3 clusters Score -1152461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1152462.750000 Penalty: 2769.875244
	Iteration 72Q: 3 clusters Score -1152463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1152462.875000 Penalty: 2769.875244
	Iteration 73Q: 3 clusters Score -1152463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1152464.125000 Penalty: 2769.875244
	Iteration 74Q: 3 clusters Score -1152464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1152465.750000 Penalty: 2769.875244
	Iteration 75Q: 3 clusters Score -1152466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1152469.750000 Penalty: 2769.875244
	Iteration 76Q: 3 clusters Score -1152470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1152471.000000 Penalty: 2769.875244
	Iteration 77Q: 3 clusters Score -1152471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1152471.125000 Penalty: 2769.875244
	Iteration 78Q: 3 clusters Score -1152471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1152473.000000 Penalty: 2769.875244
	Iteration 79Q: 3 clusters Score -1152473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1152473.125000 Penalty: 2769.875244
	Iteration 80F: 3 clusters Score -1152473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1152474.250000 Penalty: 2769.875244
	Iteration 81Q: 3 clusters Score -1152474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1152476.750000 Penalty: 2769.875244
	Iteration 82Q: 3 clusters Score -1152477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1152478.250000 Penalty: 2769.875244
	Iteration 83Q: 3 clusters Score -1152478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1152479.500000 Penalty: 2769.875244
	Iteration 84Q: 3 clusters Score -1152480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1152480.750000 Penalty: 2769.875244
	Iteration 85Q: 3 clusters Score -1152481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1152482.500000 Penalty: 2769.875244
	Iteration 86Q: 3 clusters Score -1152482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1152483.125000 Penalty: 2769.875244
	Iteration 87Q: 3 clusters Score -1152483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1152482.500000 Penalty: 2769.875244
	Iteration 88Q: 3 clusters Score -1152482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1152483.500000 Penalty: 2769.875244
	Iteration 89Q: 3 clusters Score -1152484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1152484.250000 Penalty: 2769.875244
	Iteration 90Q: 3 clusters Score -1152484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1152484.250000 Penalty: 2769.875244
	Iteration 91F: 3 clusters Score -1152484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Entering Unmasked Estep 
Score: -1203046.875000 Penalty: 1390.503906
	Iteration 0F: 2 clusters Score -1203047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1195435.625000 Penalty: 2781.007812
	Iteration 0F: 3 clusters Score -1195436 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1198129.000000 Penalty: 2781.007812
	Iteration 1F: 3 clusters Score -1198129 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1198574.750000 Penalty: 2781.007812
	Iteration 2F: 3 clusters Score -1198575 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1198940.250000 Penalty: 2781.007812
	Iteration 3F: 3 clusters Score -1198940 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1199280.500000 Penalty: 2781.007812
	Iteration 4F: 3 clusters Score -1199280 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1199639.625000 Penalty: 2781.007812
	Iteration 5F: 3 clusters Score -1199640 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1199999.750000 Penalty: 2781.007812
	Iteration 6F: 3 clusters Score -1200000 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1200305.625000 Penalty: 2781.007812
	Iteration 7Q: 3 clusters Score -1200306 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1200547.375000 Penalty: 2781.007812
	Iteration 8Q: 3 clusters Score -1200547 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1200733.500000 Penalty: 2781.007812
	Iteration 9Q: 3 clusters Score -1200734 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1200878.875000 Penalty: 2781.007812
	Iteration 10Q: 3 clusters Score -1200879 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1200981.000000 Penalty: 2781.007812
	Iteration 11Q: 3 clusters Score -1200981 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1201087.750000 Penalty: 2781.007812
	Iteration 12Q: 3 clusters Score -1201088 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1201161.250000 Penalty: 2781.007812
	Iteration 13Q: 3 clusters Score -1201161 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1201240.000000 Penalty: 2781.007812
	Iteration 14Q: 3 clusters Score -1201240 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1201319.375000 Penalty: 2781.007812
	Iteration 15Q: 3 clusters Score -1201319 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1201392.125000 Penalty: 2781.007812
	Iteration 16Q: 3 clusters Score -1201392 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1201452.625000 Penalty: 2781.007812
	Iteration 17Q: 3 clusters Score -1201453 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1201504.375000 Penalty: 2781.007812
	Iteration 18Q: 3 clusters Score -1201504 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1201566.875000 Penalty: 2781.007812
	Iteration 19Q: 3 clusters Score -1201567 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1201614.375000 Penalty: 2781.007812
	Iteration 20F: 3 clusters Score -1201614 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1201648.500000 Penalty: 2781.007812
	Iteration 21Q: 3 clusters Score -1201648 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1201682.625000 Penalty: 2781.007812
	Iteration 22Q: 3 clusters Score -1201683 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1201716.875000 Penalty: 2781.007812
	Iteration 23Q: 3 clusters Score -1201717 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1201744.500000 Penalty: 2781.007812
	Iteration 24Q: 3 clusters Score -1201744 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1201769.250000 Penalty: 2781.007812
	Iteration 25Q: 3 clusters Score -1201769 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1201785.750000 Penalty: 2781.007812
	Iteration 26Q: 3 clusters Score -1201786 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1201796.375000 Penalty: 2781.007812
	Iteration 27Q: 3 clusters Score -1201796 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1201816.125000 Penalty: 2781.007812
	Iteration 28Q: 3 clusters Score -1201816 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1201829.500000 Penalty: 2781.007812
	Iteration 29Q: 3 clusters Score -1201830 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1201838.500000 Penalty: 2781.007812
	Iteration 30Q: 3 clusters Score -1201838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1201845.500000 Penalty: 2781.007812
	Iteration 31Q: 3 clusters Score -1201846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1201848.750000 Penalty: 2781.007812
	Iteration 32Q: 3 clusters Score -1201849 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1201860.000000 Penalty: 2781.007812
	Iteration 33Q: 3 clusters Score -1201860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1201862.125000 Penalty: 2781.007812
	Iteration 34Q: 3 clusters Score -1201862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1201866.875000 Penalty: 2781.007812
	Iteration 35Q: 3 clusters Score -1201867 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1201870.625000 Penalty: 2781.007812
	Iteration 36Q: 3 clusters Score -1201871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1201876.250000 Penalty: 2781.007812
	Iteration 37Q: 3 clusters Score -1201876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1201883.750000 Penalty: 2781.007812
	Iteration 38Q: 3 clusters Score -1201884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1201886.375000 Penalty: 2781.007812
	Iteration 39Q: 3 clusters Score -1201886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1201890.250000 Penalty: 2781.007812
	Iteration 40F: 3 clusters Score -1201890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1201894.000000 Penalty: 2781.007812
	Iteration 41Q: 3 clusters Score -1201894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1201897.875000 Penalty: 2781.007812
	Iteration 42Q: 3 clusters Score -1201898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1201904.500000 Penalty: 2781.007812
	Iteration 43Q: 3 clusters Score -1201904 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1201914.625000 Penalty: 2781.007812
	Iteration 44Q: 3 clusters Score -1201915 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -1201922.750000 Penalty: 2781.007812
	Iteration 45Q: 3 clusters Score -1201923 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -1201933.625000 Penalty: 2781.007812
	Iteration 46Q: 3 clusters Score -1201934 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1201945.250000 Penalty: 2781.007812
	Iteration 47Q: 3 clusters Score -1201945 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1201952.625000 Penalty: 2781.007812
	Iteration 48Q: 3 clusters Score -1201953 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1201964.000000 Penalty: 2781.007812
	Iteration 49Q: 3 clusters Score -1201964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1201963.875000 Penalty: 2781.007812
	Iteration 50Q: 3 clusters Score -1201964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1201971.500000 Penalty: 2781.007812
	Iteration 51Q: 3 clusters Score -1201972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -1201970.250000 Penalty: 2781.007812
	Iteration 52Q: 3 clusters Score -1201970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1201974.875000 Penalty: 2781.007812
	Iteration 53Q: 3 clusters Score -1201975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1201976.750000 Penalty: 2781.007812
	Iteration 54Q: 3 clusters Score -1201977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -1201980.875000 Penalty: 2781.007812
	Iteration 55Q: 3 clusters Score -1201981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1201985.625000 Penalty: 2781.007812
	Iteration 56Q: 3 clusters Score -1201986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1201987.000000 Penalty: 2781.007812
	Iteration 57Q: 3 clusters Score -1201987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1201991.250000 Penalty: 2781.007812
	Iteration 58Q: 3 clusters Score -1201991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1201994.500000 Penalty: 2781.007812
	Iteration 59Q: 3 clusters Score -1201994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1201996.000000 Penalty: 2781.007812
	Iteration 60F: 3 clusters Score -1201996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -1201998.250000 Penalty: 2781.007812
	Iteration 61Q: 3 clusters Score -1201998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -1202002.375000 Penalty: 2781.007812
	Iteration 62Q: 3 clusters Score -1202002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -1202014.375000 Penalty: 2781.007812
	Iteration 63Q: 3 clusters Score -1202014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1202024.000000 Penalty: 2781.007812
	Iteration 64Q: 3 clusters Score -1202024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1202030.500000 Penalty: 2781.007812
	Iteration 65Q: 3 clusters Score -1202030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1202036.000000 Penalty: 2781.007812
	Iteration 66Q: 3 clusters Score -1202036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1202041.750000 Penalty: 2781.007812
	Iteration 67Q: 3 clusters Score -1202042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1202042.125000 Penalty: 2781.007812
	Iteration 68Q: 3 clusters Score -1202042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1202042.125000 Penalty: 2781.007812
	Iteration 69F: 3 clusters Score -1202042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Entering Unmasked Estep 
Score: -1078742.875000 Penalty: 1374.709106
	Iteration 0F: 2 clusters Score -1078743 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 5067 members 
Entering Unmasked Estep 
Score: -1071831.500000 Penalty: 2749.418213
	Iteration 0F: 3 clusters Score -1071832 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1074097.875000 Penalty: 2749.418213
	Iteration 1F: 3 clusters Score -1074098 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1074412.875000 Penalty: 2749.418213
	Iteration 2F: 3 clusters Score -1074413 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1074653.125000 Penalty: 2749.418213
	Iteration 3Q: 3 clusters Score -1074653 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1074863.250000 Penalty: 2749.418213
	Iteration 4Q: 3 clusters Score -1074863 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1075071.250000 Penalty: 2749.418213
	Iteration 5Q: 3 clusters Score -1075071 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1075286.875000 Penalty: 2749.418213
	Iteration 6Q: 3 clusters Score -1075287 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1075515.625000 Penalty: 2749.418213
	Iteration 7Q: 3 clusters Score -1075516 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1075739.750000 Penalty: 2749.418213
	Iteration 8Q: 3 clusters Score -1075740 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1075958.000000 Penalty: 2749.418213
	Iteration 9Q: 3 clusters Score -1075958 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1076163.250000 Penalty: 2749.418213
	Iteration 10Q: 3 clusters Score -1076163 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1076361.250000 Penalty: 2749.418213
	Iteration 11Q: 3 clusters Score -1076361 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1076541.250000 Penalty: 2749.418213
	Iteration 12Q: 3 clusters Score -1076541 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1076723.125000 Penalty: 2749.418213
	Iteration 13Q: 3 clusters Score -1076723 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1076859.625000 Penalty: 2749.418213
	Iteration 14Q: 3 clusters Score -1076860 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1076987.875000 Penalty: 2749.418213
	Iteration 15Q: 3 clusters Score -1076988 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1077085.000000 Penalty: 2749.418213
	Iteration 16Q: 3 clusters Score -1077085 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1077157.625000 Penalty: 2749.418213
	Iteration 17Q: 3 clusters Score -1077158 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1077230.500000 Penalty: 2749.418213
	Iteration 18Q: 3 clusters Score -1077230 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1077313.250000 Penalty: 2749.418213
	Iteration 19Q: 3 clusters Score -1077313 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1077392.500000 Penalty: 2749.418213
	Iteration 20F: 3 clusters Score -1077392 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1077446.250000 Penalty: 2749.418213
	Iteration 21Q: 3 clusters Score -1077446 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1077503.875000 Penalty: 2749.418213
	Iteration 22Q: 3 clusters Score -1077504 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1077562.000000 Penalty: 2749.418213
	Iteration 23Q: 3 clusters Score -1077562 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1077600.500000 Penalty: 2749.418213
	Iteration 24Q: 3 clusters Score -1077600 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1077624.625000 Penalty: 2749.418213
	Iteration 25Q: 3 clusters Score -1077625 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1077648.500000 Penalty: 2749.418213
	Iteration 26Q: 3 clusters Score -1077648 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1077679.125000 Penalty: 2749.418213
	Iteration 27Q: 3 clusters Score -1077679 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1077698.500000 Penalty: 2749.418213
	Iteration 28Q: 3 clusters Score -1077698 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1077711.625000 Penalty: 2749.418213
	Iteration 29Q: 3 clusters Score -1077712 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1077717.625000 Penalty: 2749.418213
	Iteration 30Q: 3 clusters Score -1077718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1077722.625000 Penalty: 2749.418213
	Iteration 31Q: 3 clusters Score -1077723 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1077728.375000 Penalty: 2749.418213
	Iteration 32Q: 3 clusters Score -1077728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1077732.750000 Penalty: 2749.418213
	Iteration 33Q: 3 clusters Score -1077733 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1077738.500000 Penalty: 2749.418213
	Iteration 34Q: 3 clusters Score -1077738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1077746.000000 Penalty: 2749.418213
	Iteration 35Q: 3 clusters Score -1077746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1077748.500000 Penalty: 2749.418213
	Iteration 36Q: 3 clusters Score -1077748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1077753.625000 Penalty: 2749.418213
	Iteration 37Q: 3 clusters Score -1077754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1077758.625000 Penalty: 2749.418213
	Iteration 38Q: 3 clusters Score -1077759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1077762.000000 Penalty: 2749.418213
	Iteration 39Q: 3 clusters Score -1077762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1077762.000000 Penalty: 2749.418213
	Iteration 40F: 3 clusters Score -1077762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Entering Unmasked Estep 
Score: -745940.687500 Penalty: 1326.556396
	Iteration 0F: 2 clusters Score -745940.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -740857.937500 Penalty: 2653.112793
	Iteration 0F: 3 clusters Score -740857.9 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -742448.750000 Penalty: 2653.112793
	Iteration 1F: 3 clusters Score -742448.8 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -742737.187500 Penalty: 2653.112793
	Iteration 2F: 3 clusters Score -742737.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -742960.000000 Penalty: 2653.112793
	Iteration 3F: 3 clusters Score -742960 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -743151.062500 Penalty: 2653.112793
	Iteration 4Q: 3 clusters Score -743151.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -743301.750000 Penalty: 2653.112793
	Iteration 5Q: 3 clusters Score -743301.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -743460.375000 Penalty: 2653.112793
	Iteration 6Q: 3 clusters Score -743460.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -743631.062500 Penalty: 2653.112793
	Iteration 7Q: 3 clusters Score -743631.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -743829.937500 Penalty: 2653.112793
	Iteration 8Q: 3 clusters Score -743829.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -744073.375000 Penalty: 2653.112793
	Iteration 9Q: 3 clusters Score -744073.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -744352.625000 Penalty: 2653.112793
	Iteration 10Q: 3 clusters Score -744352.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -744580.750000 Penalty: 2653.112793
	Iteration 11Q: 3 clusters Score -744580.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -744774.437500 Penalty: 2653.112793
	Iteration 12Q: 3 clusters Score -744774.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -744937.062500 Penalty: 2653.112793
	Iteration 13Q: 3 clusters Score -744937.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -745050.312500 Penalty: 2653.112793
	Iteration 14Q: 3 clusters Score -745050.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -745137.062500 Penalty: 2653.112793
	Iteration 15Q: 3 clusters Score -745137.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -745217.562500 Penalty: 2653.112793
	Iteration 16Q: 3 clusters Score -745217.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -745294.125000 Penalty: 2653.112793
	Iteration 17Q: 3 clusters Score -745294.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -745376.687500 Penalty: 2653.112793
	Iteration 18Q: 3 clusters Score -745376.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -745435.812500 Penalty: 2653.112793
	Iteration 19Q: 3 clusters Score -745435.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -745475.562500 Penalty: 2653.112793
	Iteration 20F: 3 clusters Score -745475.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -745499.937500 Penalty: 2653.112793
	Iteration 21Q: 3 clusters Score -745499.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -745515.750000 Penalty: 2653.112793
	Iteration 22Q: 3 clusters Score -745515.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -745527.312500 Penalty: 2653.112793
	Iteration 23Q: 3 clusters Score -745527.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -745535.000000 Penalty: 2653.112793
	Iteration 24Q: 3 clusters Score -745535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -745540.812500 Penalty: 2653.112793
	Iteration 25Q: 3 clusters Score -745540.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -745544.937500 Penalty: 2653.112793
	Iteration 26Q: 3 clusters Score -745544.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -745547.687500 Penalty: 2653.112793
	Iteration 27Q: 3 clusters Score -745547.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -745556.125000 Penalty: 2653.112793
	Iteration 28Q: 3 clusters Score -745556.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -745561.562500 Penalty: 2653.112793
	Iteration 29Q: 3 clusters Score -745561.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -745563.125000 Penalty: 2653.112793
	Iteration 30Q: 3 clusters Score -745563.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -745563.125000 Penalty: 2653.112793
	Iteration 31F: 3 clusters Score -745563.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (18949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Entering Unmasked Estep 
Score: -1943762.750000 Penalty: 1465.606567
	Iteration 0F: 2 clusters Score -1943763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1931354.375000 Penalty: 2931.213135
	Iteration 0F: 3 clusters Score -1931354 nChanged 8291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1935791.125000 Penalty: 2931.213135
	Iteration 1F: 3 clusters Score -1935791 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -1936264.500000 Penalty: 2931.213135
	Iteration 2F: 3 clusters Score -1936264 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -1936663.250000 Penalty: 2931.213135
	Iteration 3F: 3 clusters Score -1936663 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -1937080.375000 Penalty: 2931.213135
	Iteration 4Q: 3 clusters Score -1937080 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -1937549.500000 Penalty: 2931.213135
	Iteration 5Q: 3 clusters Score -1937550 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -1938052.000000 Penalty: 2931.213135
	Iteration 6Q: 3 clusters Score -1938052 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -1938660.875000 Penalty: 2931.213135
	Iteration 7F: 3 clusters Score -1938661 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -1939417.375000 Penalty: 2931.213135
	Iteration 8F: 3 clusters Score -1939417 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -1940240.375000 Penalty: 2931.213135
	Iteration 9F: 3 clusters Score -1940240 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -1941006.625000 Penalty: 2931.213135
	Iteration 10Q: 3 clusters Score -1941007 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -1941623.875000 Penalty: 2931.213135
	Iteration 11Q: 3 clusters Score -1941624 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -1942030.250000 Penalty: 2931.213135
	Iteration 12Q: 3 clusters Score -1942030 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -1942250.375000 Penalty: 2931.213135
	Iteration 13Q: 3 clusters Score -1942250 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -1942374.625000 Penalty: 2931.213135
	Iteration 14Q: 3 clusters Score -1942375 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -1942443.125000 Penalty: 2931.213135
	Iteration 15Q: 3 clusters Score -1942443 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -1942490.375000 Penalty: 2931.213135
	Iteration 16Q: 3 clusters Score -1942490 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -1942514.875000 Penalty: 2931.213135
	Iteration 17Q: 3 clusters Score -1942515 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -1942537.500000 Penalty: 2931.213135
	Iteration 18Q: 3 clusters Score -1942538 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -1942555.250000 Penalty: 2931.213135
	Iteration 19Q: 3 clusters Score -1942555 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -1942565.875000 Penalty: 2931.213135
	Iteration 20F: 3 clusters Score -1942566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -1942573.500000 Penalty: 2931.213135
	Iteration 21Q: 3 clusters Score -1942574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -1942573.500000 Penalty: 2931.213135
	Iteration 22F: 3 clusters Score -1942574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (37791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37791 members 
Entering Unmasked Estep 
Score: -3925203.500000 Penalty: 1568.326172
	Iteration 0F: 2 clusters Score -3925204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -3900619.000000 Penalty: 3136.652344
	Iteration 0F: 3 clusters Score -3900619 nChanged 17234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -3910205.750000 Penalty: 3136.652344
	Iteration 1F: 3 clusters Score -3910206 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -3910916.000000 Penalty: 3136.652344
	Iteration 2Q: 3 clusters Score -3910916 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -3911666.750000 Penalty: 3136.652344
	Iteration 3Q: 3 clusters Score -3911667 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -3912609.250000 Penalty: 3136.652344
	Iteration 4F: 3 clusters Score -3912609 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -3913692.250000 Penalty: 3136.652344
	Iteration 5F: 3 clusters Score -3913692 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -3914895.250000 Penalty: 3136.652344
	Iteration 6F: 3 clusters Score -3914895 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -3916012.000000 Penalty: 3136.652344
	Iteration 7F: 3 clusters Score -3916012 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -3916890.000000 Penalty: 3136.652344
	Iteration 8Q: 3 clusters Score -3916890 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -3917621.000000 Penalty: 3136.652344
	Iteration 9Q: 3 clusters Score -3917621 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -3918126.000000 Penalty: 3136.652344
	Iteration 10Q: 3 clusters Score -3918126 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -3918602.750000 Penalty: 3136.652344
	Iteration 11Q: 3 clusters Score -3918603 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -3919090.250000 Penalty: 3136.652344
	Iteration 12Q: 3 clusters Score -3919090 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -3919555.250000 Penalty: 3136.652344
	Iteration 13Q: 3 clusters Score -3919555 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23946 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -3919998.500000 Penalty: 3136.652344
	Iteration 14Q: 3 clusters Score -3919998 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -3920475.250000 Penalty: 3136.652344
	Iteration 15Q: 3 clusters Score -3920475 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26192 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -3920945.750000 Penalty: 3136.652344
	Iteration 16Q: 3 clusters Score -3920946 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27298 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -3921430.500000 Penalty: 3136.652344
	Iteration 17Q: 3 clusters Score -3921430 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28422 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -3921887.750000 Penalty: 3136.652344
	Iteration 18Q: 3 clusters Score -3921888 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29503 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -3922343.500000 Penalty: 3136.652344
	Iteration 19Q: 3 clusters Score -3922344 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30468 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -3922783.000000 Penalty: 3136.652344
	Iteration 20F: 3 clusters Score -3922783 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31422 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -3923226.000000 Penalty: 3136.652344
	Iteration 21Q: 3 clusters Score -3923226 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32226 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -3923547.250000 Penalty: 3136.652344
	Iteration 22Q: 3 clusters Score -3923547 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32900 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -3923827.000000 Penalty: 3136.652344
	Iteration 23Q: 3 clusters Score -3923827 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33441 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -3924021.000000 Penalty: 3136.652344
	Iteration 24Q: 3 clusters Score -3924021 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33912 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -3924214.000000 Penalty: 3136.652344
	Iteration 25Q: 3 clusters Score -3924214 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -3924330.250000 Penalty: 3136.652344
	Iteration 26Q: 3 clusters Score -3924330 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34548 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -3924433.250000 Penalty: 3136.652344
	Iteration 27Q: 3 clusters Score -3924433 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34782 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -3924516.750000 Penalty: 3136.652344
	Iteration 28Q: 3 clusters Score -3924517 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34958 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -3924582.750000 Penalty: 3136.652344
	Iteration 29Q: 3 clusters Score -3924583 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35102 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -3924619.250000 Penalty: 3136.652344
	Iteration 30Q: 3 clusters Score -3924619 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35226 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -3924653.750000 Penalty: 3136.652344
	Iteration 31Q: 3 clusters Score -3924654 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35325 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -3924683.750000 Penalty: 3136.652344
	Iteration 32Q: 3 clusters Score -3924684 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35406 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -3924716.750000 Penalty: 3136.652344
	Iteration 33Q: 3 clusters Score -3924717 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35466 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -3924734.250000 Penalty: 3136.652344
	Iteration 34Q: 3 clusters Score -3924734 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35518 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -3924754.500000 Penalty: 3136.652344
	Iteration 35Q: 3 clusters Score -3924754 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35574 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -3924769.750000 Penalty: 3136.652344
	Iteration 36Q: 3 clusters Score -3924770 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35606 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -3924783.750000 Penalty: 3136.652344
	Iteration 37Q: 3 clusters Score -3924784 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35628 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -3924787.750000 Penalty: 3136.652344
	Iteration 38Q: 3 clusters Score -3924788 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35652 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -3924783.750000 Penalty: 3136.652344
	Iteration 39Q: 3 clusters Score -3924784 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35668 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -3924793.000000 Penalty: 3136.652344
	Iteration 40F: 3 clusters Score -3924793 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35685 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -3924802.000000 Penalty: 3136.652344
	Iteration 41Q: 3 clusters Score -3924802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35700 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -3924803.000000 Penalty: 3136.652344
	Iteration 42Q: 3 clusters Score -3924803 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35712 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -3924805.250000 Penalty: 3136.652344
	Iteration 43Q: 3 clusters Score -3924805 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35723 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -3924801.250000 Penalty: 3136.652344
	Iteration 44Q: 3 clusters Score -3924801 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35737 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -3924805.500000 Penalty: 3136.652344
	Iteration 45Q: 3 clusters Score -3924806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35747 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -3924808.250000 Penalty: 3136.652344
	Iteration 46Q: 3 clusters Score -3924808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35758 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -3924819.000000 Penalty: 3136.652344
	Iteration 47Q: 3 clusters Score -3924819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35763 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -3924814.500000 Penalty: 3136.652344
	Iteration 48Q: 3 clusters Score -3924814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35768 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -3924819.750000 Penalty: 3136.652344
	Iteration 49Q: 3 clusters Score -3924820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35771 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -3924819.750000 Penalty: 3136.652344
	Iteration 50Q: 3 clusters Score -3924820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35775 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -3924819.000000 Penalty: 3136.652344
	Iteration 51Q: 3 clusters Score -3924819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35780 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -3924821.250000 Penalty: 3136.652344
	Iteration 52Q: 3 clusters Score -3924821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35783 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -3924819.750000 Penalty: 3136.652344
	Iteration 53Q: 3 clusters Score -3924820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35787 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -3924817.500000 Penalty: 3136.652344
	Iteration 54Q: 3 clusters Score -3924818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35789 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -3924820.000000 Penalty: 3136.652344
	Iteration 55Q: 3 clusters Score -3924820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35794 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -3924819.000000 Penalty: 3136.652344
	Iteration 56Q: 3 clusters Score -3924819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35798 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -3924820.750000 Penalty: 3136.652344
	Iteration 57Q: 3 clusters Score -3924821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35803 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -3924824.750000 Penalty: 3136.652344
	Iteration 58Q: 3 clusters Score -3924825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35807 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -3924828.750000 Penalty: 3136.652344
	Iteration 59Q: 3 clusters Score -3924829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -3924825.500000 Penalty: 3136.652344
	Iteration 60F: 3 clusters Score -3924826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35817 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -3924828.500000 Penalty: 3136.652344
	Iteration 61Q: 3 clusters Score -3924828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35820 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -3924827.000000 Penalty: 3136.652344
	Iteration 62Q: 3 clusters Score -3924827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35825 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -3924826.250000 Penalty: 3136.652344
	Iteration 63Q: 3 clusters Score -3924826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35826 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -3924829.500000 Penalty: 3136.652344
	Iteration 64Q: 3 clusters Score -3924830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35828 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -3924830.250000 Penalty: 3136.652344
	Iteration 65Q: 3 clusters Score -3924830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35831 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -3924832.750000 Penalty: 3136.652344
	Iteration 66Q: 3 clusters Score -3924833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35833 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -3924833.250000 Penalty: 3136.652344
	Iteration 67Q: 3 clusters Score -3924833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35833 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -3924836.000000 Penalty: 3136.652344
	Iteration 68Q: 3 clusters Score -3924836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35834 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -3924835.000000 Penalty: 3136.652344
	Iteration 69Q: 3 clusters Score -3924835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35834 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -3924833.500000 Penalty: 3136.652344
	Iteration 70Q: 3 clusters Score -3924834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35835 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -3924839.250000 Penalty: 3136.652344
	Iteration 71Q: 3 clusters Score -3924839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35839 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -3924840.500000 Penalty: 3136.652344
	Iteration 72Q: 3 clusters Score -3924840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35845 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -3924840.000000 Penalty: 3136.652344
	Iteration 73Q: 3 clusters Score -3924840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35850 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -3924839.500000 Penalty: 3136.652344
	Iteration 74Q: 3 clusters Score -3924840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35857 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -3924840.750000 Penalty: 3136.652344
	Iteration 75Q: 3 clusters Score -3924841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35862 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -3924842.000000 Penalty: 3136.652344
	Iteration 76Q: 3 clusters Score -3924842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35865 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -3924846.750000 Penalty: 3136.652344
	Iteration 77Q: 3 clusters Score -3924847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35868 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -3924847.500000 Penalty: 3136.652344
	Iteration 78Q: 3 clusters Score -3924848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35872 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -3924844.250000 Penalty: 3136.652344
	Iteration 79Q: 3 clusters Score -3924844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35872 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -3924842.250000 Penalty: 3136.652344
	Iteration 80F: 3 clusters Score -3924842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35873 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -3924845.250000 Penalty: 3136.652344
	Iteration 81Q: 3 clusters Score -3924845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35872 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -3924844.000000 Penalty: 3136.652344
	Iteration 82Q: 3 clusters Score -3924844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35872 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -3924844.000000 Penalty: 3136.652344
	Iteration 83F: 3 clusters Score -3924844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Entering Unmasked Estep 
Score: -1729445.250000 Penalty: 1445.014038
	Iteration 0F: 2 clusters Score -1729445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1718566.000000 Penalty: 2890.028076
	Iteration 0F: 3 clusters Score -1718566 nChanged 7269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1722491.875000 Penalty: 2890.028076
	Iteration 1F: 3 clusters Score -1722492 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1722834.000000 Penalty: 2890.028076
	Iteration 2F: 3 clusters Score -1722834 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1723085.250000 Penalty: 2890.028076
	Iteration 3Q: 3 clusters Score -1723085 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1723282.125000 Penalty: 2890.028076
	Iteration 4Q: 3 clusters Score -1723282 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1723428.500000 Penalty: 2890.028076
	Iteration 5Q: 3 clusters Score -1723428 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1723581.625000 Penalty: 2890.028076
	Iteration 6Q: 3 clusters Score -1723582 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1723753.125000 Penalty: 2890.028076
	Iteration 7Q: 3 clusters Score -1723753 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1723916.875000 Penalty: 2890.028076
	Iteration 8Q: 3 clusters Score -1723917 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1724065.125000 Penalty: 2890.028076
	Iteration 9Q: 3 clusters Score -1724065 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1724209.250000 Penalty: 2890.028076
	Iteration 10Q: 3 clusters Score -1724209 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1724382.875000 Penalty: 2890.028076
	Iteration 11Q: 3 clusters Score -1724383 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1724576.750000 Penalty: 2890.028076
	Iteration 12Q: 3 clusters Score -1724577 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1724770.250000 Penalty: 2890.028076
	Iteration 13Q: 3 clusters Score -1724770 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1724959.750000 Penalty: 2890.028076
	Iteration 14Q: 3 clusters Score -1724960 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1725137.375000 Penalty: 2890.028076
	Iteration 15Q: 3 clusters Score -1725137 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1725303.375000 Penalty: 2890.028076
	Iteration 16Q: 3 clusters Score -1725303 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1725464.000000 Penalty: 2890.028076
	Iteration 17Q: 3 clusters Score -1725464 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1725650.875000 Penalty: 2890.028076
	Iteration 18Q: 3 clusters Score -1725651 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1725839.750000 Penalty: 2890.028076
	Iteration 19Q: 3 clusters Score -1725840 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1726037.500000 Penalty: 2890.028076
	Iteration 20F: 3 clusters Score -1726038 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1726253.500000 Penalty: 2890.028076
	Iteration 21Q: 3 clusters Score -1726254 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1726466.750000 Penalty: 2890.028076
	Iteration 22Q: 3 clusters Score -1726467 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1726731.125000 Penalty: 2890.028076
	Iteration 23Q: 3 clusters Score -1726731 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1726977.750000 Penalty: 2890.028076
	Iteration 24Q: 3 clusters Score -1726978 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1727215.750000 Penalty: 2890.028076
	Iteration 25Q: 3 clusters Score -1727216 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1727428.875000 Penalty: 2890.028076
	Iteration 26Q: 3 clusters Score -1727429 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1727594.750000 Penalty: 2890.028076
	Iteration 27Q: 3 clusters Score -1727595 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1727714.625000 Penalty: 2890.028076
	Iteration 28Q: 3 clusters Score -1727715 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1727810.625000 Penalty: 2890.028076
	Iteration 29Q: 3 clusters Score -1727811 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1727895.000000 Penalty: 2890.028076
	Iteration 30Q: 3 clusters Score -1727895 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1727961.000000 Penalty: 2890.028076
	Iteration 31Q: 3 clusters Score -1727961 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1728032.375000 Penalty: 2890.028076
	Iteration 32Q: 3 clusters Score -1728032 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1728105.875000 Penalty: 2890.028076
	Iteration 33Q: 3 clusters Score -1728106 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1728165.750000 Penalty: 2890.028076
	Iteration 34Q: 3 clusters Score -1728166 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1728211.000000 Penalty: 2890.028076
	Iteration 35Q: 3 clusters Score -1728211 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1728250.500000 Penalty: 2890.028076
	Iteration 36Q: 3 clusters Score -1728250 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1728277.625000 Penalty: 2890.028076
	Iteration 37Q: 3 clusters Score -1728278 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1728310.125000 Penalty: 2890.028076
	Iteration 38Q: 3 clusters Score -1728310 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1728334.625000 Penalty: 2890.028076
	Iteration 39Q: 3 clusters Score -1728335 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1728354.125000 Penalty: 2890.028076
	Iteration 40F: 3 clusters Score -1728354 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1728368.375000 Penalty: 2890.028076
	Iteration 41Q: 3 clusters Score -1728368 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1728374.375000 Penalty: 2890.028076
	Iteration 42Q: 3 clusters Score -1728374 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1728384.000000 Penalty: 2890.028076
	Iteration 43Q: 3 clusters Score -1728384 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1728401.000000 Penalty: 2890.028076
	Iteration 44Q: 3 clusters Score -1728401 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1728409.000000 Penalty: 2890.028076
	Iteration 45Q: 3 clusters Score -1728409 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1728415.125000 Penalty: 2890.028076
	Iteration 46Q: 3 clusters Score -1728415 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1728420.000000 Penalty: 2890.028076
	Iteration 47Q: 3 clusters Score -1728420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1728426.125000 Penalty: 2890.028076
	Iteration 48Q: 3 clusters Score -1728426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1728430.125000 Penalty: 2890.028076
	Iteration 49Q: 3 clusters Score -1728430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1728432.000000 Penalty: 2890.028076
	Iteration 50Q: 3 clusters Score -1728432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1728432.875000 Penalty: 2890.028076
	Iteration 51Q: 3 clusters Score -1728433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1728434.750000 Penalty: 2890.028076
	Iteration 52Q: 3 clusters Score -1728435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1728440.750000 Penalty: 2890.028076
	Iteration 53Q: 3 clusters Score -1728441 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1728442.750000 Penalty: 2890.028076
	Iteration 54Q: 3 clusters Score -1728443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1728443.125000 Penalty: 2890.028076
	Iteration 55Q: 3 clusters Score -1728443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1728445.625000 Penalty: 2890.028076
	Iteration 56Q: 3 clusters Score -1728446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1728445.875000 Penalty: 2890.028076
	Iteration 57Q: 3 clusters Score -1728446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1728448.000000 Penalty: 2890.028076
	Iteration 58Q: 3 clusters Score -1728448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1728450.250000 Penalty: 2890.028076
	Iteration 59Q: 3 clusters Score -1728450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1728453.750000 Penalty: 2890.028076
	Iteration 60F: 3 clusters Score -1728454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1728456.250000 Penalty: 2890.028076
	Iteration 61Q: 3 clusters Score -1728456 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1728459.000000 Penalty: 2890.028076
	Iteration 62Q: 3 clusters Score -1728459 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1728463.875000 Penalty: 2890.028076
	Iteration 63Q: 3 clusters Score -1728464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1728468.750000 Penalty: 2890.028076
	Iteration 64Q: 3 clusters Score -1728469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1728470.250000 Penalty: 2890.028076
	Iteration 65Q: 3 clusters Score -1728470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1728473.750000 Penalty: 2890.028076
	Iteration 66Q: 3 clusters Score -1728474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1728477.000000 Penalty: 2890.028076
	Iteration 67Q: 3 clusters Score -1728477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1728477.750000 Penalty: 2890.028076
	Iteration 68Q: 3 clusters Score -1728478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1728477.250000 Penalty: 2890.028076
	Iteration 69Q: 3 clusters Score -1728477 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1728476.625000 Penalty: 2890.028076
	Iteration 70Q: 3 clusters Score -1728477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1728484.500000 Penalty: 2890.028076
	Iteration 71Q: 3 clusters Score -1728484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1728486.375000 Penalty: 2890.028076
	Iteration 72Q: 3 clusters Score -1728486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1728485.375000 Penalty: 2890.028076
	Iteration 73Q: 3 clusters Score -1728485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1728485.125000 Penalty: 2890.028076
	Iteration 74Q: 3 clusters Score -1728485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1728487.250000 Penalty: 2890.028076
	Iteration 75Q: 3 clusters Score -1728487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1728486.000000 Penalty: 2890.028076
	Iteration 76Q: 3 clusters Score -1728486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1728488.750000 Penalty: 2890.028076
	Iteration 77Q: 3 clusters Score -1728489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1728490.500000 Penalty: 2890.028076
	Iteration 78Q: 3 clusters Score -1728490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1728490.250000 Penalty: 2890.028076
	Iteration 79Q: 3 clusters Score -1728490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1728492.625000 Penalty: 2890.028076
	Iteration 80F: 3 clusters Score -1728493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1728491.500000 Penalty: 2890.028076
	Iteration 81Q: 3 clusters Score -1728492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1728491.875000 Penalty: 2890.028076
	Iteration 82Q: 3 clusters Score -1728492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1728491.125000 Penalty: 2890.028076
	Iteration 83Q: 3 clusters Score -1728491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1728491.250000 Penalty: 2890.028076
	Iteration 84Q: 3 clusters Score -1728491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1728491.250000 Penalty: 2890.028076
	Iteration 85F: 3 clusters Score -1728491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Entering Unmasked Estep 
Score: -2191617.500000 Penalty: 1496.363892
	Iteration 0F: 2 clusters Score -2191618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -2176410.250000 Penalty: 2992.727783
	Iteration 0F: 3 clusters Score -2176410 nChanged 10298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -2182225.750000 Penalty: 2992.727783
	Iteration 1F: 3 clusters Score -2182226 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -2182810.000000 Penalty: 2992.727783
	Iteration 2F: 3 clusters Score -2182810 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -2183384.000000 Penalty: 2992.727783
	Iteration 3F: 3 clusters Score -2183384 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -2183987.250000 Penalty: 2992.727783
	Iteration 4Q: 3 clusters Score -2183987 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -2184645.250000 Penalty: 2992.727783
	Iteration 5F: 3 clusters Score -2184645 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -2185339.000000 Penalty: 2992.727783
	Iteration 6F: 3 clusters Score -2185339 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -2186041.500000 Penalty: 2992.727783
	Iteration 7F: 3 clusters Score -2186042 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -2186646.500000 Penalty: 2992.727783
	Iteration 8Q: 3 clusters Score -2186646 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -2187118.750000 Penalty: 2992.727783
	Iteration 9Q: 3 clusters Score -2187119 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -2187473.750000 Penalty: 2992.727783
	Iteration 10Q: 3 clusters Score -2187474 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -2187734.250000 Penalty: 2992.727783
	Iteration 11Q: 3 clusters Score -2187734 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -2187902.750000 Penalty: 2992.727783
	Iteration 12Q: 3 clusters Score -2187903 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -2188018.000000 Penalty: 2992.727783
	Iteration 13Q: 3 clusters Score -2188018 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -2188117.750000 Penalty: 2992.727783
	Iteration 14Q: 3 clusters Score -2188118 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -2188179.000000 Penalty: 2992.727783
	Iteration 15Q: 3 clusters Score -2188179 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -2188225.000000 Penalty: 2992.727783
	Iteration 16Q: 3 clusters Score -2188225 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -2188282.500000 Penalty: 2992.727783
	Iteration 17Q: 3 clusters Score -2188282 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -2188316.500000 Penalty: 2992.727783
	Iteration 18Q: 3 clusters Score -2188316 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -2188353.250000 Penalty: 2992.727783
	Iteration 19Q: 3 clusters Score -2188353 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -2188390.750000 Penalty: 2992.727783
	Iteration 20F: 3 clusters Score -2188391 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -2188430.250000 Penalty: 2992.727783
	Iteration 21Q: 3 clusters Score -2188430 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -2188449.250000 Penalty: 2992.727783
	Iteration 22Q: 3 clusters Score -2188449 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -2188479.750000 Penalty: 2992.727783
	Iteration 23Q: 3 clusters Score -2188480 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -2188510.750000 Penalty: 2992.727783
	Iteration 24Q: 3 clusters Score -2188511 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -2188536.750000 Penalty: 2992.727783
	Iteration 25Q: 3 clusters Score -2188537 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -2188556.500000 Penalty: 2992.727783
	Iteration 26Q: 3 clusters Score -2188556 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -2188581.750000 Penalty: 2992.727783
	Iteration 27Q: 3 clusters Score -2188582 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -2188608.250000 Penalty: 2992.727783
	Iteration 28Q: 3 clusters Score -2188608 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -2188621.250000 Penalty: 2992.727783
	Iteration 29Q: 3 clusters Score -2188621 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -2188650.250000 Penalty: 2992.727783
	Iteration 30Q: 3 clusters Score -2188650 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -2188665.250000 Penalty: 2992.727783
	Iteration 31Q: 3 clusters Score -2188665 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -2188697.500000 Penalty: 2992.727783
	Iteration 32Q: 3 clusters Score -2188698 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -2188726.250000 Penalty: 2992.727783
	Iteration 33Q: 3 clusters Score -2188726 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -2188751.250000 Penalty: 2992.727783
	Iteration 34Q: 3 clusters Score -2188751 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -2188774.750000 Penalty: 2992.727783
	Iteration 35Q: 3 clusters Score -2188775 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -2188799.250000 Penalty: 2992.727783
	Iteration 36Q: 3 clusters Score -2188799 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -2188810.500000 Penalty: 2992.727783
	Iteration 37Q: 3 clusters Score -2188810 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -2188814.000000 Penalty: 2992.727783
	Iteration 38Q: 3 clusters Score -2188814 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -2188832.000000 Penalty: 2992.727783
	Iteration 39Q: 3 clusters Score -2188832 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -2188835.250000 Penalty: 2992.727783
	Iteration 40F: 3 clusters Score -2188835 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -2188841.000000 Penalty: 2992.727783
	Iteration 41Q: 3 clusters Score -2188841 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -2188844.250000 Penalty: 2992.727783
	Iteration 42Q: 3 clusters Score -2188844 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -2188860.000000 Penalty: 2992.727783
	Iteration 43Q: 3 clusters Score -2188860 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -2188868.750000 Penalty: 2992.727783
	Iteration 44Q: 3 clusters Score -2188869 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -2188865.250000 Penalty: 2992.727783
	Iteration 45Q: 3 clusters Score -2188865 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -2188873.500000 Penalty: 2992.727783
	Iteration 46Q: 3 clusters Score -2188874 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -2188877.500000 Penalty: 2992.727783
	Iteration 47Q: 3 clusters Score -2188878 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -2188886.000000 Penalty: 2992.727783
	Iteration 48Q: 3 clusters Score -2188886 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -2188891.000000 Penalty: 2992.727783
	Iteration 49Q: 3 clusters Score -2188891 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -2188895.250000 Penalty: 2992.727783
	Iteration 50Q: 3 clusters Score -2188895 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -2188897.750000 Penalty: 2992.727783
	Iteration 51Q: 3 clusters Score -2188898 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -2188895.750000 Penalty: 2992.727783
	Iteration 52Q: 3 clusters Score -2188896 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -2188901.250000 Penalty: 2992.727783
	Iteration 53Q: 3 clusters Score -2188901 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -2188907.000000 Penalty: 2992.727783
	Iteration 54Q: 3 clusters Score -2188907 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -2188912.250000 Penalty: 2992.727783
	Iteration 55Q: 3 clusters Score -2188912 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -2188908.500000 Penalty: 2992.727783
	Iteration 56Q: 3 clusters Score -2188908 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -2188912.500000 Penalty: 2992.727783
	Iteration 57Q: 3 clusters Score -2188912 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -2188912.250000 Penalty: 2992.727783
	Iteration 58Q: 3 clusters Score -2188912 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -2188912.500000 Penalty: 2992.727783
	Iteration 59Q: 3 clusters Score -2188912 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -2188910.500000 Penalty: 2992.727783
	Iteration 60F: 3 clusters Score -2188910 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -2188917.250000 Penalty: 2992.727783
	Iteration 61Q: 3 clusters Score -2188917 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -2188920.000000 Penalty: 2992.727783
	Iteration 62Q: 3 clusters Score -2188920 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -2188910.750000 Penalty: 2992.727783
	Iteration 63Q: 3 clusters Score -2188911 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -2188915.000000 Penalty: 2992.727783
	Iteration 64Q: 3 clusters Score -2188915 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -2188922.750000 Penalty: 2992.727783
	Iteration 65Q: 3 clusters Score -2188923 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -2188919.750000 Penalty: 2992.727783
	Iteration 66Q: 3 clusters Score -2188920 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -2188922.250000 Penalty: 2992.727783
	Iteration 67Q: 3 clusters Score -2188922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -2188923.250000 Penalty: 2992.727783
	Iteration 68Q: 3 clusters Score -2188923 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -2188926.750000 Penalty: 2992.727783
	Iteration 69Q: 3 clusters Score -2188927 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -2188923.000000 Penalty: 2992.727783
	Iteration 70Q: 3 clusters Score -2188923 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -2188926.250000 Penalty: 2992.727783
	Iteration 71Q: 3 clusters Score -2188926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -2188927.500000 Penalty: 2992.727783
	Iteration 72Q: 3 clusters Score -2188928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -2188929.500000 Penalty: 2992.727783
	Iteration 73Q: 3 clusters Score -2188930 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -2188925.250000 Penalty: 2992.727783
	Iteration 74Q: 3 clusters Score -2188925 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -2188925.750000 Penalty: 2992.727783
	Iteration 75Q: 3 clusters Score -2188926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -2188922.750000 Penalty: 2992.727783
	Iteration 76Q: 3 clusters Score -2188923 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -2188925.750000 Penalty: 2992.727783
	Iteration 77Q: 3 clusters Score -2188926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -2188929.000000 Penalty: 2992.727783
	Iteration 78Q: 3 clusters Score -2188929 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -2188932.250000 Penalty: 2992.727783
	Iteration 79Q: 3 clusters Score -2188932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -2188934.250000 Penalty: 2992.727783
	Iteration 80F: 3 clusters Score -2188934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -2188937.000000 Penalty: 2992.727783
	Iteration 81Q: 3 clusters Score -2188937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -2188935.000000 Penalty: 2992.727783
	Iteration 82Q: 3 clusters Score -2188935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -2188936.000000 Penalty: 2992.727783
	Iteration 83Q: 3 clusters Score -2188936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -2188940.500000 Penalty: 2992.727783
	Iteration 84Q: 3 clusters Score -2188940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -2188938.250000 Penalty: 2992.727783
	Iteration 85Q: 3 clusters Score -2188938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -2188940.250000 Penalty: 2992.727783
	Iteration 86Q: 3 clusters Score -2188940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -2188939.750000 Penalty: 2992.727783
	Iteration 87Q: 3 clusters Score -2188940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -2188939.750000 Penalty: 2992.727783
	Iteration 88F: 3 clusters Score -2188940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (28625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28625 members 
Entering Unmasked Estep 
Score: -2801556.500000 Penalty: 1526.990845
	Iteration 0F: 2 clusters Score -2801556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -2783027.500000 Penalty: 3053.981689
	Iteration 0F: 3 clusters Score -2783028 nChanged 12740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -2789946.000000 Penalty: 3053.981689
	Iteration 1F: 3 clusters Score -2789946 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -2790552.000000 Penalty: 3053.981689
	Iteration 2F: 3 clusters Score -2790552 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -2791166.500000 Penalty: 3053.981689
	Iteration 3F: 3 clusters Score -2791166 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -2791945.500000 Penalty: 3053.981689
	Iteration 4F: 3 clusters Score -2791946 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -2792987.250000 Penalty: 3053.981689
	Iteration 5F: 3 clusters Score -2792987 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -2794352.000000 Penalty: 3053.981689
	Iteration 6F: 3 clusters Score -2794352 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -2795973.000000 Penalty: 3053.981689
	Iteration 7F: 3 clusters Score -2795973 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -2797501.750000 Penalty: 3053.981689
	Iteration 8F: 3 clusters Score -2797502 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -2798772.750000 Penalty: 3053.981689
	Iteration 9Q: 3 clusters Score -2798773 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24799 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -2799554.500000 Penalty: 3053.981689
	Iteration 10Q: 3 clusters Score -2799554 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -2800105.000000 Penalty: 3053.981689
	Iteration 11Q: 3 clusters Score -2800105 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -2800448.000000 Penalty: 3053.981689
	Iteration 12Q: 3 clusters Score -2800448 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25793 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -2800657.000000 Penalty: 3053.981689
	Iteration 13Q: 3 clusters Score -2800657 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -2800810.500000 Penalty: 3053.981689
	Iteration 14Q: 3 clusters Score -2800810 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26092 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -2800916.250000 Penalty: 3053.981689
	Iteration 15Q: 3 clusters Score -2800916 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -2800970.500000 Penalty: 3053.981689
	Iteration 16Q: 3 clusters Score -2800970 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -2800987.500000 Penalty: 3053.981689
	Iteration 17Q: 3 clusters Score -2800988 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26283 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -2801006.000000 Penalty: 3053.981689
	Iteration 18Q: 3 clusters Score -2801006 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -2801026.000000 Penalty: 3053.981689
	Iteration 19Q: 3 clusters Score -2801026 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2801035.750000 Penalty: 3053.981689
	Iteration 20F: 3 clusters Score -2801036 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26361 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -2801038.000000 Penalty: 3053.981689
	Iteration 21Q: 3 clusters Score -2801038 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26376 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -2801049.750000 Penalty: 3053.981689
	Iteration 22Q: 3 clusters Score -2801050 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26407 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -2801054.500000 Penalty: 3053.981689
	Iteration 23Q: 3 clusters Score -2801054 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26430 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -2801065.250000 Penalty: 3053.981689
	Iteration 24Q: 3 clusters Score -2801065 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26443 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -2801071.500000 Penalty: 3053.981689
	Iteration 25Q: 3 clusters Score -2801072 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -2801079.500000 Penalty: 3053.981689
	Iteration 26Q: 3 clusters Score -2801080 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26478 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -2801081.250000 Penalty: 3053.981689
	Iteration 27Q: 3 clusters Score -2801081 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26489 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -2801086.500000 Penalty: 3053.981689
	Iteration 28Q: 3 clusters Score -2801086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26493 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -2801089.250000 Penalty: 3053.981689
	Iteration 29Q: 3 clusters Score -2801089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26499 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2801090.750000 Penalty: 3053.981689
	Iteration 30Q: 3 clusters Score -2801091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -2801093.250000 Penalty: 3053.981689
	Iteration 31Q: 3 clusters Score -2801093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26509 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -2801096.750000 Penalty: 3053.981689
	Iteration 32Q: 3 clusters Score -2801097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26511 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2801094.250000 Penalty: 3053.981689
	Iteration 33Q: 3 clusters Score -2801094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26514 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -2801096.250000 Penalty: 3053.981689
	Iteration 34Q: 3 clusters Score -2801096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26520 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -2801100.750000 Penalty: 3053.981689
	Iteration 35Q: 3 clusters Score -2801101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26524 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -2801105.250000 Penalty: 3053.981689
	Iteration 36Q: 3 clusters Score -2801105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2801105.750000 Penalty: 3053.981689
	Iteration 37Q: 3 clusters Score -2801106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2801105.750000 Penalty: 3053.981689
	Iteration 38Q: 3 clusters Score -2801106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -2801107.250000 Penalty: 3053.981689
	Iteration 39Q: 3 clusters Score -2801107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26536 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2801109.000000 Penalty: 3053.981689
	Iteration 40F: 3 clusters Score -2801109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26538 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -2801110.750000 Penalty: 3053.981689
	Iteration 41Q: 3 clusters Score -2801111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26538 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -2801110.750000 Penalty: 3053.981689
	Iteration 42F: 3 clusters Score -2801111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Entering Unmasked Estep 
Score: -2055235.125000 Penalty: 1471.865234
	Iteration 0F: 2 clusters Score -2055235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -2042308.625000 Penalty: 2943.730469
	Iteration 0F: 3 clusters Score -2042309 nChanged 8617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -2046941.625000 Penalty: 2943.730469
	Iteration 1F: 3 clusters Score -2046942 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -2047391.875000 Penalty: 2943.730469
	Iteration 2F: 3 clusters Score -2047392 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -2047769.875000 Penalty: 2943.730469
	Iteration 3Q: 3 clusters Score -2047770 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -2048097.875000 Penalty: 2943.730469
	Iteration 4Q: 3 clusters Score -2048098 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -2048455.250000 Penalty: 2943.730469
	Iteration 5Q: 3 clusters Score -2048455 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -2048795.250000 Penalty: 2943.730469
	Iteration 6Q: 3 clusters Score -2048795 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -2049125.375000 Penalty: 2943.730469
	Iteration 7Q: 3 clusters Score -2049125 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -2049475.000000 Penalty: 2943.730469
	Iteration 8Q: 3 clusters Score -2049475 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -2049888.750000 Penalty: 2943.730469
	Iteration 9Q: 3 clusters Score -2049889 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -2050303.000000 Penalty: 2943.730469
	Iteration 10Q: 3 clusters Score -2050303 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -2050768.250000 Penalty: 2943.730469
	Iteration 11Q: 3 clusters Score -2050768 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -2051252.750000 Penalty: 2943.730469
	Iteration 12Q: 3 clusters Score -2051253 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -2051760.500000 Penalty: 2943.730469
	Iteration 13Q: 3 clusters Score -2051760 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -2052248.875000 Penalty: 2943.730469
	Iteration 14Q: 3 clusters Score -2052249 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -2052686.250000 Penalty: 2943.730469
	Iteration 15Q: 3 clusters Score -2052686 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -2053043.250000 Penalty: 2943.730469
	Iteration 16Q: 3 clusters Score -2053043 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -2053314.375000 Penalty: 2943.730469
	Iteration 17Q: 3 clusters Score -2053314 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -2053509.250000 Penalty: 2943.730469
	Iteration 18Q: 3 clusters Score -2053509 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -2053652.625000 Penalty: 2943.730469
	Iteration 19Q: 3 clusters Score -2053653 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -2053774.250000 Penalty: 2943.730469
	Iteration 20F: 3 clusters Score -2053774 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -2053863.500000 Penalty: 2943.730469
	Iteration 21Q: 3 clusters Score -2053864 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -2053949.750000 Penalty: 2943.730469
	Iteration 22Q: 3 clusters Score -2053950 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -2054034.000000 Penalty: 2943.730469
	Iteration 23Q: 3 clusters Score -2054034 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -2054102.875000 Penalty: 2943.730469
	Iteration 24Q: 3 clusters Score -2054103 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -2054158.750000 Penalty: 2943.730469
	Iteration 25Q: 3 clusters Score -2054159 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -2054208.875000 Penalty: 2943.730469
	Iteration 26Q: 3 clusters Score -2054209 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -2054245.500000 Penalty: 2943.730469
	Iteration 27Q: 3 clusters Score -2054246 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -2054276.500000 Penalty: 2943.730469
	Iteration 28Q: 3 clusters Score -2054276 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -2054308.500000 Penalty: 2943.730469
	Iteration 29Q: 3 clusters Score -2054308 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -2054329.750000 Penalty: 2943.730469
	Iteration 30Q: 3 clusters Score -2054330 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -2054336.250000 Penalty: 2943.730469
	Iteration 31Q: 3 clusters Score -2054336 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -2054353.125000 Penalty: 2943.730469
	Iteration 32Q: 3 clusters Score -2054353 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -2054359.875000 Penalty: 2943.730469
	Iteration 33Q: 3 clusters Score -2054360 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -2054365.000000 Penalty: 2943.730469
	Iteration 34Q: 3 clusters Score -2054365 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -2054376.375000 Penalty: 2943.730469
	Iteration 35Q: 3 clusters Score -2054376 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -2054384.125000 Penalty: 2943.730469
	Iteration 36Q: 3 clusters Score -2054384 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -2054387.750000 Penalty: 2943.730469
	Iteration 37Q: 3 clusters Score -2054388 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -2054396.750000 Penalty: 2943.730469
	Iteration 38Q: 3 clusters Score -2054397 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -2054397.000000 Penalty: 2943.730469
	Iteration 39Q: 3 clusters Score -2054397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -2054401.125000 Penalty: 2943.730469
	Iteration 40F: 3 clusters Score -2054401 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -2054403.250000 Penalty: 2943.730469
	Iteration 41Q: 3 clusters Score -2054403 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -2054401.500000 Penalty: 2943.730469
	Iteration 42Q: 3 clusters Score -2054402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -2054407.625000 Penalty: 2943.730469
	Iteration 43Q: 3 clusters Score -2054408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -2054409.250000 Penalty: 2943.730469
	Iteration 44Q: 3 clusters Score -2054409 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -2054415.750000 Penalty: 2943.730469
	Iteration 45Q: 3 clusters Score -2054416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -2054421.125000 Penalty: 2943.730469
	Iteration 46Q: 3 clusters Score -2054421 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -2054427.000000 Penalty: 2943.730469
	Iteration 47Q: 3 clusters Score -2054427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -2054423.000000 Penalty: 2943.730469
	Iteration 48Q: 3 clusters Score -2054423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -2054425.250000 Penalty: 2943.730469
	Iteration 49Q: 3 clusters Score -2054425 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -2054430.000000 Penalty: 2943.730469
	Iteration 50Q: 3 clusters Score -2054430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -2054431.125000 Penalty: 2943.730469
	Iteration 51Q: 3 clusters Score -2054431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -2054435.000000 Penalty: 2943.730469
	Iteration 52Q: 3 clusters Score -2054435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -2054435.500000 Penalty: 2943.730469
	Iteration 53Q: 3 clusters Score -2054436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -2054437.875000 Penalty: 2943.730469
	Iteration 54Q: 3 clusters Score -2054438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -2054441.750000 Penalty: 2943.730469
	Iteration 55Q: 3 clusters Score -2054442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -2054443.000000 Penalty: 2943.730469
	Iteration 56Q: 3 clusters Score -2054443 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -2054445.875000 Penalty: 2943.730469
	Iteration 57Q: 3 clusters Score -2054446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -2054446.125000 Penalty: 2943.730469
	Iteration 58Q: 3 clusters Score -2054446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -2054447.250000 Penalty: 2943.730469
	Iteration 59Q: 3 clusters Score -2054447 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -2054448.500000 Penalty: 2943.730469
	Iteration 60F: 3 clusters Score -2054448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -2054452.000000 Penalty: 2943.730469
	Iteration 61Q: 3 clusters Score -2054452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -2054455.750000 Penalty: 2943.730469
	Iteration 62Q: 3 clusters Score -2054456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -2054457.625000 Penalty: 2943.730469
	Iteration 63Q: 3 clusters Score -2054458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -2054462.125000 Penalty: 2943.730469
	Iteration 64Q: 3 clusters Score -2054462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -2054467.125000 Penalty: 2943.730469
	Iteration 65Q: 3 clusters Score -2054467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -2054469.125000 Penalty: 2943.730469
	Iteration 66Q: 3 clusters Score -2054469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -2054467.375000 Penalty: 2943.730469
	Iteration 67Q: 3 clusters Score -2054467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -2054467.625000 Penalty: 2943.730469
	Iteration 68Q: 3 clusters Score -2054468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -2054473.125000 Penalty: 2943.730469
	Iteration 69Q: 3 clusters Score -2054473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -2054472.125000 Penalty: 2943.730469
	Iteration 70Q: 3 clusters Score -2054472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -2054472.500000 Penalty: 2943.730469
	Iteration 71Q: 3 clusters Score -2054472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -2054471.625000 Penalty: 2943.730469
	Iteration 72Q: 3 clusters Score -2054472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -2054474.250000 Penalty: 2943.730469
	Iteration 73Q: 3 clusters Score -2054474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -2054474.625000 Penalty: 2943.730469
	Iteration 74Q: 3 clusters Score -2054475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -2054474.250000 Penalty: 2943.730469
	Iteration 75Q: 3 clusters Score -2054474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -2054476.750000 Penalty: 2943.730469
	Iteration 76Q: 3 clusters Score -2054477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -2054477.250000 Penalty: 2943.730469
	Iteration 77Q: 3 clusters Score -2054477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -2054479.125000 Penalty: 2943.730469
	Iteration 78Q: 3 clusters Score -2054479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -2054480.000000 Penalty: 2943.730469
	Iteration 79Q: 3 clusters Score -2054480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -2054482.500000 Penalty: 2943.730469
	Iteration 80F: 3 clusters Score -2054482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -2054483.625000 Penalty: 2943.730469
	Iteration 81Q: 3 clusters Score -2054484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -2054483.625000 Penalty: 2943.730469
	Iteration 82F: 3 clusters Score -2054484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Entering Unmasked Estep 
Score: -140560.546875 Penalty: 1097.344849
	Iteration 0F: 2 clusters Score -140560.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -139017.031250 Penalty: 2194.689697
	Iteration 0F: 3 clusters Score -139017 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -139510.765625 Penalty: 2194.689697
	Iteration 1F: 3 clusters Score -139510.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -139631.562500 Penalty: 2194.689697
	Iteration 2F: 3 clusters Score -139631.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -139698.484375 Penalty: 2194.689697
	Iteration 3Q: 3 clusters Score -139698.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -139745.015625 Penalty: 2194.689697
	Iteration 4Q: 3 clusters Score -139745 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -139800.281250 Penalty: 2194.689697
	Iteration 5Q: 3 clusters Score -139800.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -139859.609375 Penalty: 2194.689697
	Iteration 6Q: 3 clusters Score -139859.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -139898.218750 Penalty: 2194.689697
	Iteration 7Q: 3 clusters Score -139898.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -139927.156250 Penalty: 2194.689697
	Iteration 8Q: 3 clusters Score -139927.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -139948.250000 Penalty: 2194.689697
	Iteration 9Q: 3 clusters Score -139948.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -139965.375000 Penalty: 2194.689697
	Iteration 10Q: 3 clusters Score -139965.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -139985.437500 Penalty: 2194.689697
	Iteration 11Q: 3 clusters Score -139985.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -140001.828125 Penalty: 2194.689697
	Iteration 12Q: 3 clusters Score -140001.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -140015.421875 Penalty: 2194.689697
	Iteration 13Q: 3 clusters Score -140015.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -140023.468750 Penalty: 2194.689697
	Iteration 14Q: 3 clusters Score -140023.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -140034.921875 Penalty: 2194.689697
	Iteration 15Q: 3 clusters Score -140034.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -140044.812500 Penalty: 2194.689697
	Iteration 16Q: 3 clusters Score -140044.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -140058.625000 Penalty: 2194.689697
	Iteration 17Q: 3 clusters Score -140058.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -140066.203125 Penalty: 2194.689697
	Iteration 18Q: 3 clusters Score -140066.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -140072.359375 Penalty: 2194.689697
	Iteration 19Q: 3 clusters Score -140072.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -140081.625000 Penalty: 2194.689697
	Iteration 20F: 3 clusters Score -140081.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -140098.671875 Penalty: 2194.689697
	Iteration 21Q: 3 clusters Score -140098.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -140105.484375 Penalty: 2194.689697
	Iteration 22Q: 3 clusters Score -140105.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -140112.718750 Penalty: 2194.689697
	Iteration 23Q: 3 clusters Score -140112.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -140124.875000 Penalty: 2194.689697
	Iteration 24Q: 3 clusters Score -140124.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -140136.125000 Penalty: 2194.689697
	Iteration 25Q: 3 clusters Score -140136.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -140155.250000 Penalty: 2194.689697
	Iteration 26Q: 3 clusters Score -140155.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -140183.562500 Penalty: 2194.689697
	Iteration 27Q: 3 clusters Score -140183.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -140221.625000 Penalty: 2194.689697
	Iteration 28Q: 3 clusters Score -140221.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -140268.171875 Penalty: 2194.689697
	Iteration 29Q: 3 clusters Score -140268.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -140327.812500 Penalty: 2194.689697
	Iteration 30Q: 3 clusters Score -140327.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -140373.296875 Penalty: 2194.689697
	Iteration 31Q: 3 clusters Score -140373.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -140404.578125 Penalty: 2194.689697
	Iteration 32Q: 3 clusters Score -140404.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -140477.968750 Penalty: 2194.689697
	Iteration 33Q: 3 clusters Score -140478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -140517.484375 Penalty: 2194.689697
	Iteration 34Q: 3 clusters Score -140517.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -140543.109375 Penalty: 2194.689697
	Iteration 35Q: 3 clusters Score -140543.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -140558.375000 Penalty: 2194.689697
	Iteration 36Q: 3 clusters Score -140558.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -140568.906250 Penalty: 2194.689697
	Iteration 37Q: 3 clusters Score -140568.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -140573.390625 Penalty: 2194.689697
	Iteration 38Q: 3 clusters Score -140573.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -140575.968750 Penalty: 2194.689697
	Iteration 39Q: 3 clusters Score -140576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -140580.859375 Penalty: 2194.689697
	Iteration 40F: 3 clusters Score -140580.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -140581.812500 Penalty: 2194.689697
	Iteration 41Q: 3 clusters Score -140581.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -140583.203125 Penalty: 2194.689697
	Iteration 42Q: 3 clusters Score -140583.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -140585.828125 Penalty: 2194.689697
	Iteration 43Q: 3 clusters Score -140585.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -140585.828125 Penalty: 2194.689697
	Iteration 44F: 3 clusters Score -140585.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61438 members 
Mstep: Class 2 contains 10346 members 
Mstep: Class 3 contains 6976 members 
Mstep: Class 4 contains 48183 members 
Mstep: Class 5 contains 8459 members 
Mstep: Class 6 contains 11524 members 
Mstep: Class 7 contains 57122 members 
Mstep: Class 8 contains 10604 members 
Mstep: Class 9 contains 11019 members 
Mstep: Class 10 contains 11439 members 
Mstep: Class 11 contains 10287 members 
Mstep: Class 12 contains 7443 members 
Mstep: Class 13 contains 18949 members 
Mstep: Class 14 contains 37791 members 
Mstep: Class 15 contains 16500 members 
Mstep: Class 16 contains 23300 members 
Mstep: Class 17 contains 28625 members 
Mstep: Class 18 contains 19763 members 
Mstep: Class 19 contains 389 members 
Mstep: Class 20 contains 199482 members 
Mstep: Class 21 contains 36186 members 
Mstep: Class 22 contains 1792 members 
Mstep: Class 23 contains 6445 members 
Mstep: Class 24 contains 1867 members 
Mstep: Class 25 contains 36067 members 
Mstep: Class 26 contains 6406 members 
Mstep: Class 27 contains 14776 members 
Mstep: Class 28 contains 20113 members 
Mstep: Class 29 contains 37563 members 
Mstep: Class 30 contains 10732 members 
Mstep: Class 31 contains 9107 members 
Mstep: Class 32 contains 1043 members 
Mstep: Class 33 contains 8013 members 
Mstep: Class 34 contains 4038 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 1593 members 
Mstep: Class 37 contains 4215 members 
Mstep: Class 38 contains 3370 members 
Mstep: Class 39 contains 33890 members 
Mstep: Class 40 contains 18018 members 
Mstep: Class 41 contains 15631 members 
Mstep: Class 42 contains 2905 members 
Mstep: Class 43 contains 2585 members 
Mstep: Class 44 contains 5084 members 
Mstep: Class 45 contains 1962 members 
Mstep: Class 46 contains 1298 members 
Mstep: Class 47 contains 10917 members 
Mstep: Class 48 contains 1670 members 
Mstep: Class 49 contains 1371 members 
Mstep: Class 50 contains 1206 members 
Entering Unmasked Estep 
Score: -88125216.000000 Penalty: 102001.945312
Splitting cluster 19 changes total score from -88126192.000000 to -88125216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (199482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199482 members 
Entering Unmasked Estep 
Score: -20001308.000000 Penalty: 1815.877808
	Iteration 0F: 2 clusters Score -2.000131e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99657 members 
Mstep: Class 2 contains 99825 members 
Entering Unmasked Estep 
Score: -19868338.000000 Penalty: 3631.755615
	Iteration 0F: 3 clusters Score -1.986834e+07 nChanged 96232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97717 members 
Mstep: Class 2 contains 101765 members 
Entering Unmasked Estep 
Score: -19925322.000000 Penalty: 3631.755615
	Iteration 1F: 3 clusters Score -1.992532e+07 nChanged 6887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96774 members 
Mstep: Class 2 contains 102708 members 
Entering Unmasked Estep 
Score: -19927028.000000 Penalty: 3631.755615
	Iteration 2Q: 3 clusters Score -1.992703e+07 nChanged 7471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95387 members 
Mstep: Class 2 contains 104095 members 
Entering Unmasked Estep 
Score: -19929470.000000 Penalty: 3631.755615
	Iteration 3Q: 3 clusters Score -1.992947e+07 nChanged 8279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93460 members 
Mstep: Class 2 contains 106022 members 
Entering Unmasked Estep 
Score: -19932592.000000 Penalty: 3631.755615
	Iteration 4Q: 3 clusters Score -1.993259e+07 nChanged 9255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90835 members 
Mstep: Class 2 contains 108647 members 
Entering Unmasked Estep 
Score: -19936518.000000 Penalty: 3631.755615
	Iteration 5Q: 3 clusters Score -1.993652e+07 nChanged 10244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87287 members 
Mstep: Class 2 contains 112195 members 
Entering Unmasked Estep 
Score: -19941542.000000 Penalty: 3631.755615
	Iteration 6F: 3 clusters Score -1.994154e+07 nChanged 11138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82705 members 
Mstep: Class 2 contains 116777 members 
Entering Unmasked Estep 
Score: -19948024.000000 Penalty: 3631.755615
	Iteration 7F: 3 clusters Score -1.994802e+07 nChanged 11369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77474 members 
Mstep: Class 2 contains 122008 members 
Entering Unmasked Estep 
Score: -19955140.000000 Penalty: 3631.755615
	Iteration 8F: 3 clusters Score -1.995514e+07 nChanged 11260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72006 members 
Mstep: Class 2 contains 127476 members 
Entering Unmasked Estep 
Score: -19962178.000000 Penalty: 3631.755615
	Iteration 9F: 3 clusters Score -1.996218e+07 nChanged 9943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67127 members 
Mstep: Class 2 contains 132355 members 
Entering Unmasked Estep 
Score: -19967770.000000 Penalty: 3631.755615
	Iteration 10Q: 3 clusters Score -1.996777e+07 nChanged 7938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62857 members 
Mstep: Class 2 contains 136625 members 
Entering Unmasked Estep 
Score: -19971756.000000 Penalty: 3631.755615
	Iteration 11Q: 3 clusters Score -1.997176e+07 nChanged 6039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59002 members 
Mstep: Class 2 contains 140480 members 
Entering Unmasked Estep 
Score: -19974184.000000 Penalty: 3631.755615
	Iteration 12Q: 3 clusters Score -1.997418e+07 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55259 members 
Mstep: Class 2 contains 144223 members 
Entering Unmasked Estep 
Score: -19976004.000000 Penalty: 3631.755615
	Iteration 13Q: 3 clusters Score -1.9976e+07 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51461 members 
Mstep: Class 2 contains 148021 members 
Entering Unmasked Estep 
Score: -19977518.000000 Penalty: 3631.755615
	Iteration 14Q: 3 clusters Score -1.997752e+07 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47692 members 
Mstep: Class 2 contains 151790 members 
Entering Unmasked Estep 
Score: -19978818.000000 Penalty: 3631.755615
	Iteration 15Q: 3 clusters Score -1.997882e+07 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43916 members 
Mstep: Class 2 contains 155566 members 
Entering Unmasked Estep 
Score: -19980300.000000 Penalty: 3631.755615
	Iteration 16Q: 3 clusters Score -1.99803e+07 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40127 members 
Mstep: Class 2 contains 159355 members 
Entering Unmasked Estep 
Score: -19982030.000000 Penalty: 3631.755615
	Iteration 17Q: 3 clusters Score -1.998203e+07 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36380 members 
Mstep: Class 2 contains 163102 members 
Entering Unmasked Estep 
Score: -19983506.000000 Penalty: 3631.755615
	Iteration 18Q: 3 clusters Score -1.998351e+07 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32717 members 
Mstep: Class 2 contains 166765 members 
Entering Unmasked Estep 
Score: -19985014.000000 Penalty: 3631.755615
	Iteration 19Q: 3 clusters Score -1.998501e+07 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29109 members 
Mstep: Class 2 contains 170373 members 
Entering Unmasked Estep 
Score: -19986636.000000 Penalty: 3631.755615
	Iteration 20F: 3 clusters Score -1.998664e+07 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25573 members 
Mstep: Class 2 contains 173909 members 
Entering Unmasked Estep 
Score: -19988426.000000 Penalty: 3631.755615
	Iteration 21Q: 3 clusters Score -1.998843e+07 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 177309 members 
Entering Unmasked Estep 
Score: -19989994.000000 Penalty: 3631.755615
	Iteration 22Q: 3 clusters Score -1.998999e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 180476 members 
Entering Unmasked Estep 
Score: -19991496.000000 Penalty: 3631.755615
	Iteration 23Q: 3 clusters Score -1.99915e+07 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 183356 members 
Entering Unmasked Estep 
Score: -19992856.000000 Penalty: 3631.755615
	Iteration 24Q: 3 clusters Score -1.999286e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 186016 members 
Entering Unmasked Estep 
Score: -19994058.000000 Penalty: 3631.755615
	Iteration 25Q: 3 clusters Score -1.999406e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 188359 members 
Entering Unmasked Estep 
Score: -19995044.000000 Penalty: 3631.755615
	Iteration 26Q: 3 clusters Score -1.999504e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 190387 members 
Entering Unmasked Estep 
Score: -19996088.000000 Penalty: 3631.755615
	Iteration 27Q: 3 clusters Score -1.999609e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 192109 members 
Entering Unmasked Estep 
Score: -19996972.000000 Penalty: 3631.755615
	Iteration 28Q: 3 clusters Score -1.999697e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 193553 members 
Entering Unmasked Estep 
Score: -19997652.000000 Penalty: 3631.755615
	Iteration 29Q: 3 clusters Score -1.999765e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 194720 members 
Entering Unmasked Estep 
Score: -19998354.000000 Penalty: 3631.755615
	Iteration 30Q: 3 clusters Score -1.999835e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 195631 members 
Entering Unmasked Estep 
Score: -19998824.000000 Penalty: 3631.755615
	Iteration 31Q: 3 clusters Score -1.999882e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 196288 members 
Entering Unmasked Estep 
Score: -19999174.000000 Penalty: 3631.755615
	Iteration 32Q: 3 clusters Score -1.999917e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 196808 members 
Entering Unmasked Estep 
Score: -19999464.000000 Penalty: 3631.755615
	Iteration 33Q: 3 clusters Score -1.999946e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 197173 members 
Entering Unmasked Estep 
Score: -19999664.000000 Penalty: 3631.755615
	Iteration 34Q: 3 clusters Score -1.999966e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 197454 members 
Entering Unmasked Estep 
Score: -19999772.000000 Penalty: 3631.755615
	Iteration 35Q: 3 clusters Score -1.999977e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 197674 members 
Entering Unmasked Estep 
Score: -19999906.000000 Penalty: 3631.755615
	Iteration 36Q: 3 clusters Score -1.999991e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 197817 members 
Entering Unmasked Estep 
Score: -19999938.000000 Penalty: 3631.755615
	Iteration 37Q: 3 clusters Score -1.999994e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 197909 members 
Entering Unmasked Estep 
Score: -19999970.000000 Penalty: 3631.755615
	Iteration 38Q: 3 clusters Score -1.999997e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 197979 members 
Entering Unmasked Estep 
Score: -20000014.000000 Penalty: 3631.755615
	Iteration 39Q: 3 clusters Score -2.000001e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 198044 members 
Entering Unmasked Estep 
Score: -20000044.000000 Penalty: 3631.755615
	Iteration 40F: 3 clusters Score -2.000004e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 198092 members 
Entering Unmasked Estep 
Score: -20000058.000000 Penalty: 3631.755615
	Iteration 41Q: 3 clusters Score -2.000006e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 198146 members 
Entering Unmasked Estep 
Score: -20000078.000000 Penalty: 3631.755615
	Iteration 42Q: 3 clusters Score -2.000008e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 198194 members 
Entering Unmasked Estep 
Score: -20000118.000000 Penalty: 3631.755615
	Iteration 43Q: 3 clusters Score -2.000012e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 198230 members 
Entering Unmasked Estep 
Score: -20000162.000000 Penalty: 3631.755615
	Iteration 44Q: 3 clusters Score -2.000016e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 198260 members 
Entering Unmasked Estep 
Score: -20000158.000000 Penalty: 3631.755615
	Iteration 45Q: 3 clusters Score -2.000016e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 198289 members 
Entering Unmasked Estep 
Score: -20000190.000000 Penalty: 3631.755615
	Iteration 46Q: 3 clusters Score -2.000019e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 198321 members 
Entering Unmasked Estep 
Score: -20000176.000000 Penalty: 3631.755615
	Iteration 47Q: 3 clusters Score -2.000018e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 198345 members 
Entering Unmasked Estep 
Score: -20000208.000000 Penalty: 3631.755615
	Iteration 48Q: 3 clusters Score -2.000021e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 198369 members 
Entering Unmasked Estep 
Score: -20000212.000000 Penalty: 3631.755615
	Iteration 49Q: 3 clusters Score -2.000021e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 198379 members 
Entering Unmasked Estep 
Score: -20000216.000000 Penalty: 3631.755615
	Iteration 50Q: 3 clusters Score -2.000022e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 198395 members 
Entering Unmasked Estep 
Score: -20000220.000000 Penalty: 3631.755615
	Iteration 51Q: 3 clusters Score -2.000022e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 198404 members 
Entering Unmasked Estep 
Score: -20000218.000000 Penalty: 3631.755615
	Iteration 52Q: 3 clusters Score -2.000022e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 198407 members 
Entering Unmasked Estep 
Score: -20000200.000000 Penalty: 3631.755615
	Iteration 53Q: 3 clusters Score -2.00002e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 198415 members 
Entering Unmasked Estep 
Score: -20000192.000000 Penalty: 3631.755615
	Iteration 54Q: 3 clusters Score -2.000019e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 198421 members 
Entering Unmasked Estep 
Score: -20000218.000000 Penalty: 3631.755615
	Iteration 55Q: 3 clusters Score -2.000022e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 198426 members 
Entering Unmasked Estep 
Score: -20000216.000000 Penalty: 3631.755615
	Iteration 56Q: 3 clusters Score -2.000022e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 198427 members 
Entering Unmasked Estep 
Score: -20000222.000000 Penalty: 3631.755615
	Iteration 57Q: 3 clusters Score -2.000022e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 198431 members 
Entering Unmasked Estep 
Score: -20000216.000000 Penalty: 3631.755615
	Iteration 58Q: 3 clusters Score -2.000022e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 198430 members 
Entering Unmasked Estep 
Score: -20000218.000000 Penalty: 3631.755615
	Iteration 59Q: 3 clusters Score -2.000022e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 198432 members 
Entering Unmasked Estep 
Score: -20000218.000000 Penalty: 3631.755615
	Iteration 60F: 3 clusters Score -2.000022e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 198432 members 
Entering Unmasked Estep 
Score: -20000214.000000 Penalty: 3631.755615
	Iteration 61Q: 3 clusters Score -2.000021e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 198432 members 
Entering Unmasked Estep 
Score: -20000214.000000 Penalty: 3631.755615
	Iteration 62F: 3 clusters Score -2.000021e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (36186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36186 members 
Entering Unmasked Estep 
Score: -3643541.500000 Penalty: 1561.868408
	Iteration 0F: 2 clusters Score -3643542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -3620000.500000 Penalty: 3123.736816
	Iteration 0F: 3 clusters Score -3620000 nChanged 16381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -3629079.500000 Penalty: 3123.736816
	Iteration 1F: 3 clusters Score -3629080 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -3629766.250000 Penalty: 3123.736816
	Iteration 2F: 3 clusters Score -3629766 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -3630392.500000 Penalty: 3123.736816
	Iteration 3Q: 3 clusters Score -3630392 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -3630932.750000 Penalty: 3123.736816
	Iteration 4Q: 3 clusters Score -3630933 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -3631510.250000 Penalty: 3123.736816
	Iteration 5Q: 3 clusters Score -3631510 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -3632148.250000 Penalty: 3123.736816
	Iteration 6Q: 3 clusters Score -3632148 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -3632883.250000 Penalty: 3123.736816
	Iteration 7Q: 3 clusters Score -3632883 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -3633649.750000 Penalty: 3123.736816
	Iteration 8Q: 3 clusters Score -3633650 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -3634591.250000 Penalty: 3123.736816
	Iteration 9Q: 3 clusters Score -3634591 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -3635752 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -3636845.750000 Penalty: 3123.736816
	Iteration 11Q: 3 clusters Score -3636846 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -3637724.000000 Penalty: 3123.736816
	Iteration 12Q: 3 clusters Score -3637724 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -3638335.500000 Penalty: 3123.736816
	Iteration 13Q: 3 clusters Score -3638336 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -3638708.500000 Penalty: 3123.736816
	Iteration 14Q: 3 clusters Score -3638708 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -3638882 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -3639019.000000 Penalty: 3123.736816
	Iteration 16Q: 3 clusters Score -3639019 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -3639138.500000 Penalty: 3123.736816
	Iteration 17Q: 3 clusters Score -3639138 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -3639282 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -3639380 nChanged 395
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -3639485.250000 Penalty: 3123.736816
	Iteration 20F: 3 clusters Score -3639485 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -3639588 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -3639688 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -3639775.250000 Penalty: 3123.736816
	Iteration 23Q: 3 clusters Score -3639775 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -3639876.500000 Penalty: 3123.736816
	Iteration 24Q: 3 clusters Score -3639876 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 22540 members 
Entering Unmasked Estep 
Score: -3639988.250000 Penalty: 3123.736816
	Iteration 25Q: 3 clusters Score -3639988 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -3640087 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -3640160.250000 Penalty: 3123.736816
	Iteration 27Q: 3 clusters Score -3640160 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -3640262.500000 Penalty: 3123.736816
	Iteration 28Q: 3 clusters Score -3640262 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
Score: -3640329.750000 Penalty: 3123.736816
	Iteration 29Q: 3 clusters Score -3640330 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 23499 members 
Entering Unmasked Estep 
Score: -3640398.750000 Penalty: 3123.736816
	Iteration 30Q: 3 clusters Score -3640399 nChanged 282
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -3640459.750000 Penalty: 3123.736816
	Iteration 31Q: 3 clusters Score -3640460 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
Score: -3640535.250000 Penalty: 3123.736816
	Iteration 32Q: 3 clusters Score -3640535 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -3640581.750000 Penalty: 3123.736816
	Iteration 33Q: 3 clusters Score -3640582 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 24227 members 
Entering Unmasked Estep 
Score: -3640659.000000 Penalty: 3123.736816
	Iteration 34Q: 3 clusters Score -3640659 nChanged 246
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 24391 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -3640721 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 24585 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -3640773 nChanged 266
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 24793 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3640849 nChanged 282
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -3640940 nChanged 284
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 25191 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -3641044 nChanged 327
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 25436 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -3641171 nChanged 376
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Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 25684 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3641346 nChanged 398
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 25934 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3641599 nChanged 447
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Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 26183 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3641916 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 26422 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3642374 nChanged 559
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 26651 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3642884 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 26806 members 
Entering Unmasked Estep 
Score: -3643313.250000 Penalty: 3123.736816
	Iteration 46Q: 3 clusters Score -3643313 nChanged 493
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 26863 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3643574 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 26813 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3643713 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 26710 members 
Entering Unmasked Estep 
Score: -3643796.000000 Penalty: 3123.736816
	Iteration 49Q: 3 clusters Score -3643796 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 26580 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3643884 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 26462 members 
Entering Unmasked Estep 
Score: -3643913.250000 Penalty: 3123.736816
	Iteration 51Q: 3 clusters Score -3643913 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 26325 members 
Entering Unmasked Estep 
Score: -3643945.000000 Penalty: 3123.736816
	Iteration 52Q: 3 clusters Score -3643945 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -3643976.750000 Penalty: 3123.736816
	Iteration 53Q: 3 clusters Score -3643977 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 26082 members 
Entering Unmasked Estep 
Score: -3643995.500000 Penalty: 3123.736816
	Iteration 54Q: 3 clusters Score -3643996 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 25974 members 
Entering Unmasked Estep 
Score: -3644009.500000 Penalty: 3123.736816
	Iteration 55Q: 3 clusters Score -3644010 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -3644038.500000 Penalty: 3123.736816
	Iteration 56Q: 3 clusters Score -3644038 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3644045 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 25663 members 
Entering Unmasked Estep 
Score: -3644065.000000 Penalty: 3123.736816
	Iteration 58Q: 3 clusters Score -3644065 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 25559 members 
Entering Unmasked Estep 
Score: -3644088.250000 Penalty: 3123.736816
	Iteration 59Q: 3 clusters Score -3644088 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 25459 members 
Entering Unmasked Estep 
Score: -3644101.500000 Penalty: 3123.736816
	Iteration 60F: 3 clusters Score -3644102 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 25342 members 
Entering Unmasked Estep 
Score: -3644116.250000 Penalty: 3123.736816
	Iteration 61Q: 3 clusters Score -3644116 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 25224 members 
Entering Unmasked Estep 
Score: -3644135.000000 Penalty: 3123.736816
	Iteration 62Q: 3 clusters Score -3644135 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 25082 members 
Entering Unmasked Estep 
Score: -3644175.500000 Penalty: 3123.736816
	Iteration 63Q: 3 clusters Score -3644176 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 24941 members 
Entering Unmasked Estep 
Score: -3644196.500000 Penalty: 3123.736816
	Iteration 64Q: 3 clusters Score -3644196 nChanged 148
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 24793 members 
Entering Unmasked Estep 
Score: -3644225.000000 Penalty: 3123.736816
	Iteration 65Q: 3 clusters Score -3644225 nChanged 135
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 24658 members 
Entering Unmasked Estep 
Score: -3644256.250000 Penalty: 3123.736816
	Iteration 66Q: 3 clusters Score -3644256 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
Score: -3644262.750000 Penalty: 3123.736816
	Iteration 67Q: 3 clusters Score -3644263 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
Score: -3644284.750000 Penalty: 3123.736816
	Iteration 68Q: 3 clusters Score -3644285 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 24260 members 
Entering Unmasked Estep 
Score: -3644302.000000 Penalty: 3123.736816
	Iteration 69Q: 3 clusters Score -3644302 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 24149 members 
Entering Unmasked Estep 
Score: -3644310.250000 Penalty: 3123.736816
	Iteration 70Q: 3 clusters Score -3644310 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 24057 members 
Entering Unmasked Estep 
Score: -3644343.500000 Penalty: 3123.736816
	Iteration 71Q: 3 clusters Score -3644344 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 23982 members 
Entering Unmasked Estep 
Score: -3644348.000000 Penalty: 3123.736816
	Iteration 72Q: 3 clusters Score -3644348 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 23919 members 
Entering Unmasked Estep 
Score: -3644357.250000 Penalty: 3123.736816
	Iteration 73Q: 3 clusters Score -3644357 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -3644359.250000 Penalty: 3123.736816
	Iteration 74Q: 3 clusters Score -3644359 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3644368 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 23789 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3644370 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 23767 members 
Entering Unmasked Estep 
Score: -3644374.250000 Penalty: 3123.736816
	Iteration 77Q: 3 clusters Score -3644374 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 23755 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3644373 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3644367 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -3644367.750000 Penalty: 3123.736816
	Iteration 80F: 3 clusters Score -3644368 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 23709 members 
Entering Unmasked Estep 
Score: -3644375.500000 Penalty: 3123.736816
	Iteration 81Q: 3 clusters Score -3644376 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 23696 members 
Entering Unmasked Estep 
Score: -3644378.000000 Penalty: 3123.736816
	Iteration 82Q: 3 clusters Score -3644378 nChanged 17
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Mstep: Class 1 contains 12507 members 
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Entering Unmasked Estep 
Score: -3644372.750000 Penalty: 3123.736816
	Iteration 83Q: 3 clusters Score -3644373 nChanged 13
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Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 23666 members 
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Score: -3644366.750000 Penalty: 3123.736816
	Iteration 84Q: 3 clusters Score -3644367 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3644369 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3644371 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3644369 nChanged 8
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Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 23630 members 
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	Iteration 88Q: 3 clusters Score -3644362 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 23628 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3644363 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 23627 members 
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	Iteration 90Q: 3 clusters Score -3644369 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 23624 members 
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	Iteration 91Q: 3 clusters Score -3644365 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12566 members 
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	Iteration 92Q: 3 clusters Score -3644358 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3644362 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 23614 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3644363 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3644359 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12581 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3644362 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12586 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3644364 nChanged 4
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Mstep: Class 1 contains 12590 members 
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	Iteration 98Q: 3 clusters Score -3644363 nChanged 1
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	Iteration 99Q: 3 clusters Score -3644362 nChanged 1
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Mstep: Class 1 contains 12592 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -3644365 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -3644364.500000 Penalty: 3123.736816
	Iteration 101Q: 3 clusters Score -3644364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -3644364.500000 Penalty: 3123.736816
	Iteration 102Q: 3 clusters Score -3644364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 23588 members 
Entering Unmasked Estep 
Score: -3644368.250000 Penalty: 3123.736816
	Iteration 103Q: 3 clusters Score -3644368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -3644371.250000 Penalty: 3123.736816
	Iteration 104Q: 3 clusters Score -3644371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -3644371.250000 Penalty: 3123.736816
	Iteration 105F: 3 clusters Score -3644371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61438 members 
Mstep: Class 2 contains 10346 members 
Mstep: Class 3 contains 6976 members 
Mstep: Class 4 contains 48183 members 
Mstep: Class 5 contains 8459 members 
Mstep: Class 6 contains 11524 members 
Mstep: Class 7 contains 57122 members 
Mstep: Class 8 contains 10604 members 
Mstep: Class 9 contains 11019 members 
Mstep: Class 10 contains 11439 members 
Mstep: Class 11 contains 10287 members 
Mstep: Class 12 contains 7443 members 
Mstep: Class 13 contains 18949 members 
Mstep: Class 14 contains 37791 members 
Mstep: Class 15 contains 16500 members 
Mstep: Class 16 contains 23300 members 
Mstep: Class 17 contains 28625 members 
Mstep: Class 18 contains 19763 members 
Mstep: Class 19 contains 1595 members 
Mstep: Class 20 contains 199482 members 
Mstep: Class 21 contains 12600 members 
Mstep: Class 22 contains 1792 members 
Mstep: Class 23 contains 6445 members 
Mstep: Class 24 contains 1867 members 
Mstep: Class 25 contains 36067 members 
Mstep: Class 26 contains 6406 members 
Mstep: Class 27 contains 14776 members 
Mstep: Class 28 contains 20113 members 
Mstep: Class 29 contains 37563 members 
Mstep: Class 30 contains 10732 members 
Mstep: Class 31 contains 9107 members 
Mstep: Class 32 contains 1043 members 
Mstep: Class 33 contains 8013 members 
Mstep: Class 34 contains 4038 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 1593 members 
Mstep: Class 37 contains 4215 members 
Mstep: Class 38 contains 3370 members 
Mstep: Class 39 contains 33890 members 
Mstep: Class 40 contains 18018 members 
Mstep: Class 41 contains 15631 members 
Mstep: Class 42 contains 2905 members 
Mstep: Class 43 contains 2585 members 
Mstep: Class 44 contains 5084 members 
Mstep: Class 45 contains 1962 members 
Mstep: Class 46 contains 1298 members 
Mstep: Class 47 contains 10917 members 
Mstep: Class 48 contains 1670 members 
Mstep: Class 49 contains 1371 members 
Mstep: Class 50 contains 23586 members 
Entering Unmasked Estep 
Score: -88127384.000000 Penalty: 102001.945312
Splitting cluster 21 changes total score from -88126192.000000 to -88127384.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 22 (1792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Entering Unmasked Estep 
Score: -165520.437500 Penalty: 1114.673828
	Iteration 0F: 2 clusters Score -165520.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -163763.703125 Penalty: 2229.347656
	Iteration 0F: 3 clusters Score -163763.7 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -164242.921875 Penalty: 2229.347656
	Iteration 1F: 3 clusters Score -164242.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -164388.093750 Penalty: 2229.347656
	Iteration 2F: 3 clusters Score -164388.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -164483.203125 Penalty: 2229.347656
	Iteration 3F: 3 clusters Score -164483.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -164531.703125 Penalty: 2229.347656
	Iteration 4Q: 3 clusters Score -164531.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -164570.281250 Penalty: 2229.347656
	Iteration 5Q: 3 clusters Score -164570.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -164595.984375 Penalty: 2229.347656
	Iteration 6Q: 3 clusters Score -164596 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -164621.921875 Penalty: 2229.347656
	Iteration 7Q: 3 clusters Score -164621.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -164643.281250 Penalty: 2229.347656
	Iteration 8Q: 3 clusters Score -164643.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -164667.156250 Penalty: 2229.347656
	Iteration 9Q: 3 clusters Score -164667.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -164691.468750 Penalty: 2229.347656
	Iteration 10Q: 3 clusters Score -164691.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -164716.953125 Penalty: 2229.347656
	Iteration 11Q: 3 clusters Score -164717 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -164739.250000 Penalty: 2229.347656
	Iteration 12Q: 3 clusters Score -164739.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -164761.718750 Penalty: 2229.347656
	Iteration 13Q: 3 clusters Score -164761.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -164803.062500 Penalty: 2229.347656
	Iteration 14Q: 3 clusters Score -164803.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -164842.640625 Penalty: 2229.347656
	Iteration 15Q: 3 clusters Score -164842.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -164878.875000 Penalty: 2229.347656
	Iteration 16Q: 3 clusters Score -164878.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -164915.000000 Penalty: 2229.347656
	Iteration 17Q: 3 clusters Score -164915 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -164935.468750 Penalty: 2229.347656
	Iteration 18Q: 3 clusters Score -164935.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -164962.250000 Penalty: 2229.347656
	Iteration 19Q: 3 clusters Score -164962.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -164988.921875 Penalty: 2229.347656
	Iteration 20F: 3 clusters Score -164988.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -165019.515625 Penalty: 2229.347656
	Iteration 21Q: 3 clusters Score -165019.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -165056.281250 Penalty: 2229.347656
	Iteration 22Q: 3 clusters Score -165056.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -165090.468750 Penalty: 2229.347656
	Iteration 23Q: 3 clusters Score -165090.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -165117.281250 Penalty: 2229.347656
	Iteration 24Q: 3 clusters Score -165117.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -165135.890625 Penalty: 2229.347656
	Iteration 25Q: 3 clusters Score -165135.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -165156.390625 Penalty: 2229.347656
	Iteration 26Q: 3 clusters Score -165156.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -165184.015625 Penalty: 2229.347656
	Iteration 27Q: 3 clusters Score -165184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -165204.906250 Penalty: 2229.347656
	Iteration 28Q: 3 clusters Score -165204.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -165217.343750 Penalty: 2229.347656
	Iteration 29Q: 3 clusters Score -165217.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -165225.625000 Penalty: 2229.347656
	Iteration 30Q: 3 clusters Score -165225.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -165234.859375 Penalty: 2229.347656
	Iteration 31Q: 3 clusters Score -165234.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -165239.218750 Penalty: 2229.347656
	Iteration 32Q: 3 clusters Score -165239.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -165242.953125 Penalty: 2229.347656
	Iteration 33Q: 3 clusters Score -165243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -165245.781250 Penalty: 2229.347656
	Iteration 34Q: 3 clusters Score -165245.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -165249.078125 Penalty: 2229.347656
	Iteration 35Q: 3 clusters Score -165249.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -165250.203125 Penalty: 2229.347656
	Iteration 36Q: 3 clusters Score -165250.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -165250.203125 Penalty: 2229.347656
	Iteration 37F: 3 clusters Score -165250.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Entering Unmasked Estep 
Score: -622482.750000 Penalty: 1305.133789
	Iteration 0F: 2 clusters Score -622482.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -617950.437500 Penalty: 2610.267578
	Iteration 0F: 3 clusters Score -617950.4 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -619314.312500 Penalty: 2610.267578
	Iteration 1F: 3 clusters Score -619314.3 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -619574.750000 Penalty: 2610.267578
	Iteration 2F: 3 clusters Score -619574.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -619770.687500 Penalty: 2610.267578
	Iteration 3F: 3 clusters Score -619770.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -619931.625000 Penalty: 2610.267578
	Iteration 4Q: 3 clusters Score -619931.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -620058.812500 Penalty: 2610.267578
	Iteration 5Q: 3 clusters Score -620058.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -620167.812500 Penalty: 2610.267578
	Iteration 6Q: 3 clusters Score -620167.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -620270.875000 Penalty: 2610.267578
	Iteration 7Q: 3 clusters Score -620270.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -620354.062500 Penalty: 2610.267578
	Iteration 8Q: 3 clusters Score -620354.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -620421.187500 Penalty: 2610.267578
	Iteration 9Q: 3 clusters Score -620421.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -620483.000000 Penalty: 2610.267578
	Iteration 10Q: 3 clusters Score -620483 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -620542.062500 Penalty: 2610.267578
	Iteration 11Q: 3 clusters Score -620542.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -620608.500000 Penalty: 2610.267578
	Iteration 12Q: 3 clusters Score -620608.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -620664.250000 Penalty: 2610.267578
	Iteration 13Q: 3 clusters Score -620664.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -620739.812500 Penalty: 2610.267578
	Iteration 14Q: 3 clusters Score -620739.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -620790.562500 Penalty: 2610.267578
	Iteration 15Q: 3 clusters Score -620790.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -620836.812500 Penalty: 2610.267578
	Iteration 16Q: 3 clusters Score -620836.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -620884.812500 Penalty: 2610.267578
	Iteration 17Q: 3 clusters Score -620884.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -620942.500000 Penalty: 2610.267578
	Iteration 18Q: 3 clusters Score -620942.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -620997.125000 Penalty: 2610.267578
	Iteration 19Q: 3 clusters Score -620997.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -621042.375000 Penalty: 2610.267578
	Iteration 20F: 3 clusters Score -621042.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -621086.312500 Penalty: 2610.267578
	Iteration 21Q: 3 clusters Score -621086.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -621129.312500 Penalty: 2610.267578
	Iteration 22Q: 3 clusters Score -621129.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -621157.812500 Penalty: 2610.267578
	Iteration 23Q: 3 clusters Score -621157.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -621184.062500 Penalty: 2610.267578
	Iteration 24Q: 3 clusters Score -621184.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -621202.062500 Penalty: 2610.267578
	Iteration 25Q: 3 clusters Score -621202.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -621208.437500 Penalty: 2610.267578
	Iteration 26Q: 3 clusters Score -621208.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -621214.687500 Penalty: 2610.267578
	Iteration 27Q: 3 clusters Score -621214.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -621222.500000 Penalty: 2610.267578
	Iteration 28Q: 3 clusters Score -621222.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -621229.562500 Penalty: 2610.267578
	Iteration 29Q: 3 clusters Score -621229.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -621237.062500 Penalty: 2610.267578
	Iteration 30Q: 3 clusters Score -621237.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -621241.687500 Penalty: 2610.267578
	Iteration 31Q: 3 clusters Score -621241.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -621245.875000 Penalty: 2610.267578
	Iteration 32Q: 3 clusters Score -621245.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -621251.125000 Penalty: 2610.267578
	Iteration 33Q: 3 clusters Score -621251.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -621257.125000 Penalty: 2610.267578
	Iteration 34Q: 3 clusters Score -621257.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -621263.500000 Penalty: 2610.267578
	Iteration 35Q: 3 clusters Score -621263.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -621269.000000 Penalty: 2610.267578
	Iteration 36Q: 3 clusters Score -621269 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -621276.312500 Penalty: 2610.267578
	Iteration 37Q: 3 clusters Score -621276.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -621287.812500 Penalty: 2610.267578
	Iteration 38Q: 3 clusters Score -621287.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -621295.125000 Penalty: 2610.267578
	Iteration 39Q: 3 clusters Score -621295.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -621299.687500 Penalty: 2610.267578
	Iteration 40F: 3 clusters Score -621299.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -621305.125000 Penalty: 2610.267578
	Iteration 41Q: 3 clusters Score -621305.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -621309.687500 Penalty: 2610.267578
	Iteration 42Q: 3 clusters Score -621309.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -621313.375000 Penalty: 2610.267578
	Iteration 43Q: 3 clusters Score -621313.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -621321.562500 Penalty: 2610.267578
	Iteration 44Q: 3 clusters Score -621321.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -621325.125000 Penalty: 2610.267578
	Iteration 45Q: 3 clusters Score -621325.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -621328.687500 Penalty: 2610.267578
	Iteration 46Q: 3 clusters Score -621328.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -621332.375000 Penalty: 2610.267578
	Iteration 47Q: 3 clusters Score -621332.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -621337.812500 Penalty: 2610.267578
	Iteration 48Q: 3 clusters Score -621337.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -621340.062500 Penalty: 2610.267578
	Iteration 49Q: 3 clusters Score -621340.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -621342.125000 Penalty: 2610.267578
	Iteration 50Q: 3 clusters Score -621342.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -621345.937500 Penalty: 2610.267578
	Iteration 51Q: 3 clusters Score -621345.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -621349.000000 Penalty: 2610.267578
	Iteration 52Q: 3 clusters Score -621349 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -621351.312500 Penalty: 2610.267578
	Iteration 53Q: 3 clusters Score -621351.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -621354.875000 Penalty: 2610.267578
	Iteration 54Q: 3 clusters Score -621354.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -621357.812500 Penalty: 2610.267578
	Iteration 55Q: 3 clusters Score -621357.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -621359.875000 Penalty: 2610.267578
	Iteration 56Q: 3 clusters Score -621359.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -621363.937500 Penalty: 2610.267578
	Iteration 57Q: 3 clusters Score -621363.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -621368.375000 Penalty: 2610.267578
	Iteration 58Q: 3 clusters Score -621368.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -621372.000000 Penalty: 2610.267578
	Iteration 59Q: 3 clusters Score -621372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -621373.687500 Penalty: 2610.267578
	Iteration 60F: 3 clusters Score -621373.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -621378.250000 Penalty: 2610.267578
	Iteration 61Q: 3 clusters Score -621378.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -621381.687500 Penalty: 2610.267578
	Iteration 62Q: 3 clusters Score -621381.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -621389.000000 Penalty: 2610.267578
	Iteration 63Q: 3 clusters Score -621389 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -621393.000000 Penalty: 2610.267578
	Iteration 64Q: 3 clusters Score -621393 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -621395.437500 Penalty: 2610.267578
	Iteration 65Q: 3 clusters Score -621395.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -621397.000000 Penalty: 2610.267578
	Iteration 66Q: 3 clusters Score -621397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -621397.625000 Penalty: 2610.267578
	Iteration 67Q: 3 clusters Score -621397.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -621399.437500 Penalty: 2610.267578
	Iteration 68Q: 3 clusters Score -621399.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -621401.625000 Penalty: 2610.267578
	Iteration 69Q: 3 clusters Score -621401.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -621403.062500 Penalty: 2610.267578
	Iteration 70Q: 3 clusters Score -621403.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -621405.625000 Penalty: 2610.267578
	Iteration 71Q: 3 clusters Score -621405.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -621406.625000 Penalty: 2610.267578
	Iteration 72Q: 3 clusters Score -621406.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -621406.437500 Penalty: 2610.267578
	Iteration 73Q: 3 clusters Score -621406.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -621406.750000 Penalty: 2610.267578
	Iteration 74Q: 3 clusters Score -621406.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -621407.187500 Penalty: 2610.267578
	Iteration 75Q: 3 clusters Score -621407.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -621407.125000 Penalty: 2610.267578
	Iteration 76Q: 3 clusters Score -621407.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -621409.625000 Penalty: 2610.267578
	Iteration 77Q: 3 clusters Score -621409.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -621409.062500 Penalty: 2610.267578
	Iteration 78Q: 3 clusters Score -621409.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -621409.625000 Penalty: 2610.267578
	Iteration 79Q: 3 clusters Score -621409.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -621409.750000 Penalty: 2610.267578
	Iteration 80F: 3 clusters Score -621409.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -621411.562500 Penalty: 2610.267578
	Iteration 81Q: 3 clusters Score -621411.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -621411.812500 Penalty: 2610.267578
	Iteration 82Q: 3 clusters Score -621411.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -621413.562500 Penalty: 2610.267578
	Iteration 83Q: 3 clusters Score -621413.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -621415.437500 Penalty: 2610.267578
	Iteration 84Q: 3 clusters Score -621415.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -621415.812500 Penalty: 2610.267578
	Iteration 85Q: 3 clusters Score -621415.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -621417.000000 Penalty: 2610.267578
	Iteration 86Q: 3 clusters Score -621417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -621418.312500 Penalty: 2610.267578
	Iteration 87Q: 3 clusters Score -621418.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -621419.562500 Penalty: 2610.267578
	Iteration 88Q: 3 clusters Score -621419.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -621421.125000 Penalty: 2610.267578
	Iteration 89Q: 3 clusters Score -621421.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -621420.312500 Penalty: 2610.267578
	Iteration 90Q: 3 clusters Score -621420.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -621420.000000 Penalty: 2610.267578
	Iteration 91Q: 3 clusters Score -621420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -621422.250000 Penalty: 2610.267578
	Iteration 92Q: 3 clusters Score -621422.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -621423.375000 Penalty: 2610.267578
	Iteration 93Q: 3 clusters Score -621423.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -621423.375000 Penalty: 2610.267578
	Iteration 94Q: 3 clusters Score -621423.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -621424.375000 Penalty: 2610.267578
	Iteration 95Q: 3 clusters Score -621424.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -621425.000000 Penalty: 2610.267578
	Iteration 96Q: 3 clusters Score -621425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -621424.562500 Penalty: 2610.267578
	Iteration 97Q: 3 clusters Score -621424.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -621425.562500 Penalty: 2610.267578
	Iteration 98Q: 3 clusters Score -621425.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -621424.812500 Penalty: 2610.267578
	Iteration 99Q: 3 clusters Score -621424.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -621424.312500 Penalty: 2610.267578
	Iteration 100F: 3 clusters Score -621424.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -621426.375000 Penalty: 2610.267578
	Iteration 101Q: 3 clusters Score -621426.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -621426.687500 Penalty: 2610.267578
	Iteration 102Q: 3 clusters Score -621426.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -621426.687500 Penalty: 2610.267578
	Iteration 103F: 3 clusters Score -621426.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -155741.046875 Penalty: 1120.774780
	Iteration 0F: 2 clusters Score -155741 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 935 members 
Entering Unmasked Estep 
Score: -153982.875000 Penalty: 2241.549561
	Iteration 0F: 3 clusters Score -153982.9 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -154524.953125 Penalty: 2241.549561
	Iteration 1F: 3 clusters Score -154525 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -154729.859375 Penalty: 2241.549561
	Iteration 2F: 3 clusters Score -154729.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -154865.531250 Penalty: 2241.549561
	Iteration 3F: 3 clusters Score -154865.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -154954.546875 Penalty: 2241.549561
	Iteration 4Q: 3 clusters Score -154954.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -155048.500000 Penalty: 2241.549561
	Iteration 5Q: 3 clusters Score -155048.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -155171.812500 Penalty: 2241.549561
	Iteration 6Q: 3 clusters Score -155171.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -155299.703125 Penalty: 2241.549561
	Iteration 7Q: 3 clusters Score -155299.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -155414.890625 Penalty: 2241.549561
	Iteration 8Q: 3 clusters Score -155414.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -155502.109375 Penalty: 2241.549561
	Iteration 9Q: 3 clusters Score -155502.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -155575.703125 Penalty: 2241.549561
	Iteration 10Q: 3 clusters Score -155575.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -155665.953125 Penalty: 2241.549561
	Iteration 11Q: 3 clusters Score -155666 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -155754.281250 Penalty: 2241.549561
	Iteration 12Q: 3 clusters Score -155754.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -155822.968750 Penalty: 2241.549561
	Iteration 13Q: 3 clusters Score -155823 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -155844.937500 Penalty: 2241.549561
	Iteration 14Q: 3 clusters Score -155844.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -155857.015625 Penalty: 2241.549561
	Iteration 15Q: 3 clusters Score -155857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -155860.406250 Penalty: 2241.549561
	Iteration 16Q: 3 clusters Score -155860.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -155864.187500 Penalty: 2241.549561
	Iteration 17Q: 3 clusters Score -155864.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -155867.015625 Penalty: 2241.549561
	Iteration 18Q: 3 clusters Score -155867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -155868.500000 Penalty: 2241.549561
	Iteration 19Q: 3 clusters Score -155868.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -155872.968750 Penalty: 2241.549561
	Iteration 20F: 3 clusters Score -155873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -155876.562500 Penalty: 2241.549561
	Iteration 21Q: 3 clusters Score -155876.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -155879.375000 Penalty: 2241.549561
	Iteration 22Q: 3 clusters Score -155879.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -155880.359375 Penalty: 2241.549561
	Iteration 23Q: 3 clusters Score -155880.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -155880.906250 Penalty: 2241.549561
	Iteration 24Q: 3 clusters Score -155880.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -155882.609375 Penalty: 2241.549561
	Iteration 25Q: 3 clusters Score -155882.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -155884.359375 Penalty: 2241.549561
	Iteration 26Q: 3 clusters Score -155884.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -155884.828125 Penalty: 2241.549561
	Iteration 27Q: 3 clusters Score -155884.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -155884.828125 Penalty: 2241.549561
	Iteration 28F: 3 clusters Score -155884.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61438 members 
Mstep: Class 2 contains 10346 members 
Mstep: Class 3 contains 6976 members 
Mstep: Class 4 contains 48183 members 
Mstep: Class 5 contains 8459 members 
Mstep: Class 6 contains 11524 members 
Mstep: Class 7 contains 57122 members 
Mstep: Class 8 contains 10604 members 
Mstep: Class 9 contains 11019 members 
Mstep: Class 10 contains 11439 members 
Mstep: Class 11 contains 10287 members 
Mstep: Class 12 contains 7443 members 
Mstep: Class 13 contains 18949 members 
Mstep: Class 14 contains 37791 members 
Mstep: Class 15 contains 16500 members 
Mstep: Class 16 contains 23300 members 
Mstep: Class 17 contains 28625 members 
Mstep: Class 18 contains 19763 members 
Mstep: Class 19 contains 1595 members 
Mstep: Class 20 contains 199482 members 
Mstep: Class 21 contains 12600 members 
Mstep: Class 22 contains 1792 members 
Mstep: Class 23 contains 6445 members 
Mstep: Class 24 contains 995 members 
Mstep: Class 25 contains 36067 members 
Mstep: Class 26 contains 6406 members 
Mstep: Class 27 contains 14776 members 
Mstep: Class 28 contains 20113 members 
Mstep: Class 29 contains 37563 members 
Mstep: Class 30 contains 10732 members 
Mstep: Class 31 contains 9107 members 
Mstep: Class 32 contains 1043 members 
Mstep: Class 33 contains 8013 members 
Mstep: Class 34 contains 4038 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 1593 members 
Mstep: Class 37 contains 4215 members 
Mstep: Class 38 contains 3370 members 
Mstep: Class 39 contains 33890 members 
Mstep: Class 40 contains 18018 members 
Mstep: Class 41 contains 15631 members 
Mstep: Class 42 contains 2905 members 
Mstep: Class 43 contains 2585 members 
Mstep: Class 44 contains 5084 members 
Mstep: Class 45 contains 1962 members 
Mstep: Class 46 contains 1298 members 
Mstep: Class 47 contains 10917 members 
Mstep: Class 48 contains 1670 members 
Mstep: Class 49 contains 1371 members 
Mstep: Class 50 contains 23586 members 
Mstep: Class 51 contains 872 members 
Entering Unmasked Estep 
Score: -88126752.000000 Penalty: 104041.984375
Splitting cluster 24 changes total score from -88126192.000000 to -88126752.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 25 (36067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36067 members 
Entering Unmasked Estep 
Score: -3747065.500000 Penalty: 1561.378296
	Iteration 0F: 2 clusters Score -3747066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -3723730.250000 Penalty: 3122.756592
	Iteration 0F: 3 clusters Score -3723730 nChanged 16370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -3733109.500000 Penalty: 3122.756592
	Iteration 1F: 3 clusters Score -3733110 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -3733819.750000 Penalty: 3122.756592
	Iteration 2F: 3 clusters Score -3733820 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -3734590.000000 Penalty: 3122.756592
	Iteration 3Q: 3 clusters Score -3734590 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -3735428.250000 Penalty: 3122.756592
	Iteration 4F: 3 clusters Score -3735428 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -3736264.500000 Penalty: 3122.756592
	Iteration 5F: 3 clusters Score -3736264 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -3737130.750000 Penalty: 3122.756592
	Iteration 6F: 3 clusters Score -3737131 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -3737916.500000 Penalty: 3122.756592
	Iteration 7Q: 3 clusters Score -3737916 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -3738637.750000 Penalty: 3122.756592
	Iteration 8Q: 3 clusters Score -3738638 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -3739276.250000 Penalty: 3122.756592
	Iteration 9Q: 3 clusters Score -3739276 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -3739869.000000 Penalty: 3122.756592
	Iteration 10Q: 3 clusters Score -3739869 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -3740482.750000 Penalty: 3122.756592
	Iteration 11Q: 3 clusters Score -3740483 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -3741069.500000 Penalty: 3122.756592
	Iteration 12Q: 3 clusters Score -3741070 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -3741635.500000 Penalty: 3122.756592
	Iteration 13Q: 3 clusters Score -3741636 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -3742135.750000 Penalty: 3122.756592
	Iteration 14Q: 3 clusters Score -3742136 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -3742568.250000 Penalty: 3122.756592
	Iteration 15Q: 3 clusters Score -3742568 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -3742842.250000 Penalty: 3122.756592
	Iteration 16Q: 3 clusters Score -3742842 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -3743022.500000 Penalty: 3122.756592
	Iteration 17Q: 3 clusters Score -3743022 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -3743178.000000 Penalty: 3122.756592
	Iteration 18Q: 3 clusters Score -3743178 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -3743279.250000 Penalty: 3122.756592
	Iteration 19Q: 3 clusters Score -3743279 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -3743369.500000 Penalty: 3122.756592
	Iteration 20F: 3 clusters Score -3743370 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -3743437.750000 Penalty: 3122.756592
	Iteration 21Q: 3 clusters Score -3743438 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 22228 members 
Entering Unmasked Estep 
Score: -3743495.500000 Penalty: 3122.756592
	Iteration 22Q: 3 clusters Score -3743496 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -3743568.750000 Penalty: 3122.756592
	Iteration 23Q: 3 clusters Score -3743569 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -3743596.250000 Penalty: 3122.756592
	Iteration 24Q: 3 clusters Score -3743596 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 22876 members 
Entering Unmasked Estep 
Score: -3743653.500000 Penalty: 3122.756592
	Iteration 25Q: 3 clusters Score -3743654 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -3743689.000000 Penalty: 3122.756592
	Iteration 26Q: 3 clusters Score -3743689 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -3743730.250000 Penalty: 3122.756592
	Iteration 27Q: 3 clusters Score -3743730 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 23420 members 
Entering Unmasked Estep 
Score: -3743754.750000 Penalty: 3122.756592
	Iteration 28Q: 3 clusters Score -3743755 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -3743779.250000 Penalty: 3122.756592
	Iteration 29Q: 3 clusters Score -3743779 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 23720 members 
Entering Unmasked Estep 
Score: -3743798.000000 Penalty: 3122.756592
	Iteration 30Q: 3 clusters Score -3743798 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -3743816.000000 Penalty: 3122.756592
	Iteration 31Q: 3 clusters Score -3743816 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -3743834.000000 Penalty: 3122.756592
	Iteration 32Q: 3 clusters Score -3743834 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -3743857.000000 Penalty: 3122.756592
	Iteration 33Q: 3 clusters Score -3743857 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -3743871.750000 Penalty: 3122.756592
	Iteration 34Q: 3 clusters Score -3743872 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 24411 members 
Entering Unmasked Estep 
Score: -3743895.250000 Penalty: 3122.756592
	Iteration 35Q: 3 clusters Score -3743895 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -3743907.750000 Penalty: 3122.756592
	Iteration 36Q: 3 clusters Score -3743908 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 24618 members 
Entering Unmasked Estep 
Score: -3743907.000000 Penalty: 3122.756592
	Iteration 37Q: 3 clusters Score -3743907 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 24724 members 
Entering Unmasked Estep 
Score: -3743937.250000 Penalty: 3122.756592
	Iteration 38Q: 3 clusters Score -3743937 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 24816 members 
Entering Unmasked Estep 
Score: -3743941.500000 Penalty: 3122.756592
	Iteration 39Q: 3 clusters Score -3743942 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
Score: -3743948.500000 Penalty: 3122.756592
	Iteration 40F: 3 clusters Score -3743948 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -3743958.000000 Penalty: 3122.756592
	Iteration 41Q: 3 clusters Score -3743958 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -3743973.500000 Penalty: 3122.756592
	Iteration 42Q: 3 clusters Score -3743974 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 25227 members 
Entering Unmasked Estep 
Score: -3743979.250000 Penalty: 3122.756592
	Iteration 43Q: 3 clusters Score -3743979 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 25348 members 
Entering Unmasked Estep 
Score: -3743990.500000 Penalty: 3122.756592
	Iteration 44Q: 3 clusters Score -3743990 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 25473 members 
Entering Unmasked Estep 
Score: -3744017.750000 Penalty: 3122.756592
	Iteration 45Q: 3 clusters Score -3744018 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 25605 members 
Entering Unmasked Estep 
Score: -3744027.750000 Penalty: 3122.756592
	Iteration 46Q: 3 clusters Score -3744028 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 25724 members 
Entering Unmasked Estep 
Score: -3744053.750000 Penalty: 3122.756592
	Iteration 47Q: 3 clusters Score -3744054 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 25850 members 
Entering Unmasked Estep 
Score: -3744060.750000 Penalty: 3122.756592
	Iteration 48Q: 3 clusters Score -3744061 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 25976 members 
Entering Unmasked Estep 
Score: -3744067.750000 Penalty: 3122.756592
	Iteration 49Q: 3 clusters Score -3744068 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 26097 members 
Entering Unmasked Estep 
Score: -3744104.750000 Penalty: 3122.756592
	Iteration 50Q: 3 clusters Score -3744105 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -3744123.750000 Penalty: 3122.756592
	Iteration 51Q: 3 clusters Score -3744124 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 26385 members 
Entering Unmasked Estep 
Score: -3744138.500000 Penalty: 3122.756592
	Iteration 52Q: 3 clusters Score -3744138 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 26498 members 
Entering Unmasked Estep 
Score: -3744150.500000 Penalty: 3122.756592
	Iteration 53Q: 3 clusters Score -3744150 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 26603 members 
Entering Unmasked Estep 
Score: -3744153.250000 Penalty: 3122.756592
	Iteration 54Q: 3 clusters Score -3744153 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 26691 members 
Entering Unmasked Estep 
Score: -3744165.500000 Penalty: 3122.756592
	Iteration 55Q: 3 clusters Score -3744166 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 26782 members 
Entering Unmasked Estep 
Score: -3744167.750000 Penalty: 3122.756592
	Iteration 56Q: 3 clusters Score -3744168 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 26890 members 
Entering Unmasked Estep 
Score: -3744186.250000 Penalty: 3122.756592
	Iteration 57Q: 3 clusters Score -3744186 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 26992 members 
Entering Unmasked Estep 
Score: -3744197.000000 Penalty: 3122.756592
	Iteration 58Q: 3 clusters Score -3744197 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 27092 members 
Entering Unmasked Estep 
Score: -3744219.000000 Penalty: 3122.756592
	Iteration 59Q: 3 clusters Score -3744219 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 27190 members 
Entering Unmasked Estep 
Score: -3744245.500000 Penalty: 3122.756592
	Iteration 60F: 3 clusters Score -3744246 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 27296 members 
Entering Unmasked Estep 
Score: -3744257.250000 Penalty: 3122.756592
	Iteration 61Q: 3 clusters Score -3744257 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 27397 members 
Entering Unmasked Estep 
Score: -3744268.250000 Penalty: 3122.756592
	Iteration 62Q: 3 clusters Score -3744268 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 27497 members 
Entering Unmasked Estep 
Score: -3744286.500000 Penalty: 3122.756592
	Iteration 63Q: 3 clusters Score -3744286 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 27615 members 
Entering Unmasked Estep 
Score: -3744294.500000 Penalty: 3122.756592
	Iteration 64Q: 3 clusters Score -3744294 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 27731 members 
Entering Unmasked Estep 
Score: -3744325.750000 Penalty: 3122.756592
	Iteration 65Q: 3 clusters Score -3744326 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 27847 members 
Entering Unmasked Estep 
Score: -3744338.500000 Penalty: 3122.756592
	Iteration 66Q: 3 clusters Score -3744338 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 27963 members 
Entering Unmasked Estep 
Score: -3744373.750000 Penalty: 3122.756592
	Iteration 67Q: 3 clusters Score -3744374 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 28082 members 
Entering Unmasked Estep 
Score: -3744404.750000 Penalty: 3122.756592
	Iteration 68Q: 3 clusters Score -3744405 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 28214 members 
Entering Unmasked Estep 
Score: -3744416.750000 Penalty: 3122.756592
	Iteration 69Q: 3 clusters Score -3744417 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 28361 members 
Entering Unmasked Estep 
Score: -3744464.500000 Penalty: 3122.756592
	Iteration 70Q: 3 clusters Score -3744464 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 28515 members 
Entering Unmasked Estep 
Score: -3744485.500000 Penalty: 3122.756592
	Iteration 71Q: 3 clusters Score -3744486 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 28666 members 
Entering Unmasked Estep 
Score: -3744521.250000 Penalty: 3122.756592
	Iteration 72Q: 3 clusters Score -3744521 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 28818 members 
Entering Unmasked Estep 
Score: -3744554.500000 Penalty: 3122.756592
	Iteration 73Q: 3 clusters Score -3744554 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 28945 members 
Entering Unmasked Estep 
Score: -3744588.000000 Penalty: 3122.756592
	Iteration 74Q: 3 clusters Score -3744588 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 29084 members 
Entering Unmasked Estep 
Score: -3744616.500000 Penalty: 3122.756592
	Iteration 75Q: 3 clusters Score -3744616 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 29232 members 
Entering Unmasked Estep 
Score: -3744664.000000 Penalty: 3122.756592
	Iteration 76Q: 3 clusters Score -3744664 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 29401 members 
Entering Unmasked Estep 
Score: -3744684.750000 Penalty: 3122.756592
	Iteration 77Q: 3 clusters Score -3744685 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 29568 members 
Entering Unmasked Estep 
Score: -3744718.000000 Penalty: 3122.756592
	Iteration 78Q: 3 clusters Score -3744718 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 29738 members 
Entering Unmasked Estep 
Score: -3744761.750000 Penalty: 3122.756592
	Iteration 79Q: 3 clusters Score -3744762 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 29897 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3744802 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 30036 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3744834 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 30203 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3744867 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 30364 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3744909 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 30512 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3744940 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 30658 members 
Entering Unmasked Estep 
Score: -3744964.500000 Penalty: 3122.756592
	Iteration 85Q: 3 clusters Score -3744964 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 30812 members 
Entering Unmasked Estep 
Score: -3745013.000000 Penalty: 3122.756592
	Iteration 86Q: 3 clusters Score -3745013 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 30954 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3745046 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 31094 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3745078 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 31239 members 
Entering Unmasked Estep 
Score: -3745121.250000 Penalty: 3122.756592
	Iteration 89Q: 3 clusters Score -3745121 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 31382 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3745146 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 31509 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3745186 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 31637 members 
Entering Unmasked Estep 
Score: -3745203.000000 Penalty: 3122.756592
	Iteration 92Q: 3 clusters Score -3745203 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 31746 members 
Entering Unmasked Estep 
Score: -3745238.000000 Penalty: 3122.756592
	Iteration 93Q: 3 clusters Score -3745238 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 31872 members 
Entering Unmasked Estep 
Score: -3745262.250000 Penalty: 3122.756592
	Iteration 94Q: 3 clusters Score -3745262 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 31987 members 
Entering Unmasked Estep 
Score: -3745284.500000 Penalty: 3122.756592
	Iteration 95Q: 3 clusters Score -3745284 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 32109 members 
Entering Unmasked Estep 
Score: -3745319.750000 Penalty: 3122.756592
	Iteration 96Q: 3 clusters Score -3745320 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 32237 members 
Entering Unmasked Estep 
Score: -3745344.750000 Penalty: 3122.756592
	Iteration 97Q: 3 clusters Score -3745345 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 32356 members 
Entering Unmasked Estep 
Score: -3745389.000000 Penalty: 3122.756592
	Iteration 98Q: 3 clusters Score -3745389 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 32462 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3745415 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 32567 members 
Entering Unmasked Estep 
Score: -3745441.000000 Penalty: 3122.756592
	Iteration 100F: 3 clusters Score -3745441 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 32682 members 
Entering Unmasked Estep 
Score: -3745477.750000 Penalty: 3122.756592
	Iteration 101Q: 3 clusters Score -3745478 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 32796 members 
Entering Unmasked Estep 
Score: -3745518.750000 Penalty: 3122.756592
	Iteration 102Q: 3 clusters Score -3745519 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 32905 members 
Entering Unmasked Estep 
Score: -3745550.750000 Penalty: 3122.756592
	Iteration 103Q: 3 clusters Score -3745551 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 33005 members 
Entering Unmasked Estep 
Score: -3745581.500000 Penalty: 3122.756592
	Iteration 104Q: 3 clusters Score -3745582 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 33109 members 
Entering Unmasked Estep 
Score: -3745601.750000 Penalty: 3122.756592
	Iteration 105Q: 3 clusters Score -3745602 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 33207 members 
Entering Unmasked Estep 
Score: -3745629.750000 Penalty: 3122.756592
	Iteration 106Q: 3 clusters Score -3745630 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 33282 members 
Entering Unmasked Estep 
Score: -3745653.000000 Penalty: 3122.756592
	Iteration 107Q: 3 clusters Score -3745653 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 33351 members 
Entering Unmasked Estep 
Score: -3745663.250000 Penalty: 3122.756592
	Iteration 108Q: 3 clusters Score -3745663 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 33423 members 
Entering Unmasked Estep 
Score: -3745690.250000 Penalty: 3122.756592
	Iteration 109Q: 3 clusters Score -3745690 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 33495 members 
Entering Unmasked Estep 
Score: -3745716.250000 Penalty: 3122.756592
	Iteration 110Q: 3 clusters Score -3745716 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 33557 members 
Entering Unmasked Estep 
Score: -3745740.750000 Penalty: 3122.756592
	Iteration 111Q: 3 clusters Score -3745741 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 33616 members 
Entering Unmasked Estep 
Score: -3745750.250000 Penalty: 3122.756592
	Iteration 112Q: 3 clusters Score -3745750 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 33660 members 
Entering Unmasked Estep 
Score: -3745758.000000 Penalty: 3122.756592
	Iteration 113Q: 3 clusters Score -3745758 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 33717 members 
Entering Unmasked Estep 
Score: -3745773.750000 Penalty: 3122.756592
	Iteration 114Q: 3 clusters Score -3745774 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 33761 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -3745785 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 33799 members 
Entering Unmasked Estep 
Score: -3745796.000000 Penalty: 3122.756592
	Iteration 116Q: 3 clusters Score -3745796 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 33837 members 
Entering Unmasked Estep 
Score: -3745799.750000 Penalty: 3122.756592
	Iteration 117Q: 3 clusters Score -3745800 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 33879 members 
Entering Unmasked Estep 
Score: -3745822.250000 Penalty: 3122.756592
	Iteration 118Q: 3 clusters Score -3745822 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 33924 members 
Entering Unmasked Estep 
Score: -3745827.500000 Penalty: 3122.756592
	Iteration 119Q: 3 clusters Score -3745828 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 33965 members 
Entering Unmasked Estep 
Score: -3745830.750000 Penalty: 3122.756592
	Iteration 120F: 3 clusters Score -3745831 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 34005 members 
Entering Unmasked Estep 
Score: -3745837.500000 Penalty: 3122.756592
	Iteration 121Q: 3 clusters Score -3745838 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 34045 members 
Entering Unmasked Estep 
Score: -3745855.000000 Penalty: 3122.756592
	Iteration 122Q: 3 clusters Score -3745855 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 34088 members 
Entering Unmasked Estep 
Score: -3745860.000000 Penalty: 3122.756592
	Iteration 123Q: 3 clusters Score -3745860 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 34129 members 
Entering Unmasked Estep 
Score: -3745879.250000 Penalty: 3122.756592
	Iteration 124Q: 3 clusters Score -3745879 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 34173 members 
Entering Unmasked Estep 
Score: -3745900.750000 Penalty: 3122.756592
	Iteration 125Q: 3 clusters Score -3745901 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 34204 members 
Entering Unmasked Estep 
Score: -3745901.000000 Penalty: 3122.756592
	Iteration 126Q: 3 clusters Score -3745901 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 34230 members 
Entering Unmasked Estep 
Score: -3745911.500000 Penalty: 3122.756592
	Iteration 127Q: 3 clusters Score -3745912 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 34252 members 
Entering Unmasked Estep 
Score: -3745909.500000 Penalty: 3122.756592
	Iteration 128Q: 3 clusters Score -3745910 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 34271 members 
Entering Unmasked Estep 
Score: -3745921.000000 Penalty: 3122.756592
	Iteration 129Q: 3 clusters Score -3745921 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 34285 members 
Entering Unmasked Estep 
Score: -3745924.250000 Penalty: 3122.756592
	Iteration 130Q: 3 clusters Score -3745924 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 34304 members 
Entering Unmasked Estep 
Score: -3745922.000000 Penalty: 3122.756592
	Iteration 131Q: 3 clusters Score -3745922 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 34320 members 
Entering Unmasked Estep 
Score: -3745921.500000 Penalty: 3122.756592
	Iteration 132Q: 3 clusters Score -3745922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 34334 members 
Entering Unmasked Estep 
Score: -3745934.500000 Penalty: 3122.756592
	Iteration 133Q: 3 clusters Score -3745934 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 34353 members 
Entering Unmasked Estep 
Score: -3745933.750000 Penalty: 3122.756592
	Iteration 134Q: 3 clusters Score -3745934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 34358 members 
Entering Unmasked Estep 
Score: -3745936.250000 Penalty: 3122.756592
	Iteration 135Q: 3 clusters Score -3745936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 34365 members 
Entering Unmasked Estep 
Score: -3745938.250000 Penalty: 3122.756592
	Iteration 136Q: 3 clusters Score -3745938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 34373 members 
Entering Unmasked Estep 
Score: -3745946.250000 Penalty: 3122.756592
	Iteration 137Q: 3 clusters Score -3745946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 34385 members 
Entering Unmasked Estep 
Score: -3745945.000000 Penalty: 3122.756592
	Iteration 138Q: 3 clusters Score -3745945 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 34396 members 
Entering Unmasked Estep 
Score: -3745948.500000 Penalty: 3122.756592
	Iteration 139Q: 3 clusters Score -3745948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 34405 members 
Entering Unmasked Estep 
Score: -3745953.500000 Penalty: 3122.756592
	Iteration 140F: 3 clusters Score -3745954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 34418 members 
Entering Unmasked Estep 
Score: -3745966.250000 Penalty: 3122.756592
	Iteration 141Q: 3 clusters Score -3745966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 34424 members 
Entering Unmasked Estep 
Score: -3745965.750000 Penalty: 3122.756592
	Iteration 142Q: 3 clusters Score -3745966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 34428 members 
Entering Unmasked Estep 
Score: -3745964.000000 Penalty: 3122.756592
	Iteration 143Q: 3 clusters Score -3745964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 34434 members 
Entering Unmasked Estep 
Score: -3745964.500000 Penalty: 3122.756592
	Iteration 144Q: 3 clusters Score -3745964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 34437 members 
Entering Unmasked Estep 
Score: -3745967.750000 Penalty: 3122.756592
	Iteration 145Q: 3 clusters Score -3745968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 34445 members 
Entering Unmasked Estep 
Score: -3745964.500000 Penalty: 3122.756592
	Iteration 146Q: 3 clusters Score -3745964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 34457 members 
Entering Unmasked Estep 
Score: -3745978.250000 Penalty: 3122.756592
	Iteration 147Q: 3 clusters Score -3745978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 34469 members 
Entering Unmasked Estep 
Score: -3745974.000000 Penalty: 3122.756592
	Iteration 148Q: 3 clusters Score -3745974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 34479 members 
Entering Unmasked Estep 
Score: -3745980.500000 Penalty: 3122.756592
	Iteration 149Q: 3 clusters Score -3745980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 34489 members 
Entering Unmasked Estep 
Score: -3745988.500000 Penalty: 3122.756592
	Iteration 150Q: 3 clusters Score -3745988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 34493 members 
Entering Unmasked Estep 
Score: -3745984.750000 Penalty: 3122.756592
	Iteration 151Q: 3 clusters Score -3745985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 34499 members 
Entering Unmasked Estep 
Score: -3745986.750000 Penalty: 3122.756592
	Iteration 152Q: 3 clusters Score -3745987 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 34510 members 
Entering Unmasked Estep 
Score: -3745987.000000 Penalty: 3122.756592
	Iteration 153Q: 3 clusters Score -3745987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 34515 members 
Entering Unmasked Estep 
Score: -3745983.250000 Penalty: 3122.756592
	Iteration 154Q: 3 clusters Score -3745983 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 34529 members 
Entering Unmasked Estep 
Score: -3745984.750000 Penalty: 3122.756592
	Iteration 155Q: 3 clusters Score -3745985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 34538 members 
Entering Unmasked Estep 
Score: -3745991.500000 Penalty: 3122.756592
	Iteration 156Q: 3 clusters Score -3745992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 34547 members 
Entering Unmasked Estep 
Score: -3745997.250000 Penalty: 3122.756592
	Iteration 157Q: 3 clusters Score -3745997 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 34558 members 
Entering Unmasked Estep 
Score: -3746004.000000 Penalty: 3122.756592
	Iteration 158Q: 3 clusters Score -3746004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 34566 members 
Entering Unmasked Estep 
Score: -3746005.500000 Penalty: 3122.756592
	Iteration 159Q: 3 clusters Score -3746006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 34573 members 
Entering Unmasked Estep 
Score: -3746008.750000 Penalty: 3122.756592
	Iteration 160F: 3 clusters Score -3746009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 34576 members 
Entering Unmasked Estep 
Score: -3746005.000000 Penalty: 3122.756592
	Iteration 161Q: 3 clusters Score -3746005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 34581 members 
Entering Unmasked Estep 
Score: -3746009.750000 Penalty: 3122.756592
	Iteration 162Q: 3 clusters Score -3746010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 34584 members 
Entering Unmasked Estep 
Score: -3746010.250000 Penalty: 3122.756592
	Iteration 163Q: 3 clusters Score -3746010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 34586 members 
Entering Unmasked Estep 
Score: -3746007.750000 Penalty: 3122.756592
	Iteration 164Q: 3 clusters Score -3746008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 34588 members 
Entering Unmasked Estep 
Score: -3746011.750000 Penalty: 3122.756592
	Iteration 165Q: 3 clusters Score -3746012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 34592 members 
Entering Unmasked Estep 
Score: -3746013.500000 Penalty: 3122.756592
	Iteration 166Q: 3 clusters Score -3746014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 34601 members 
Entering Unmasked Estep 
Score: -3746015.750000 Penalty: 3122.756592
	Iteration 167Q: 3 clusters Score -3746016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 34608 members 
Entering Unmasked Estep 
Score: -3746018.500000 Penalty: 3122.756592
	Iteration 168Q: 3 clusters Score -3746018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 34610 members 
Entering Unmasked Estep 
Score: -3746017.500000 Penalty: 3122.756592
	Iteration 169Q: 3 clusters Score -3746018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 34610 members 
Entering Unmasked Estep 
Score: -3746017.500000 Penalty: 3122.756592
	Iteration 170F: 3 clusters Score -3746018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Entering Unmasked Estep 
Score: -671046.750000 Penalty: 1304.230469
	Iteration 0F: 2 clusters Score -671046.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -666548.125000 Penalty: 2608.460938
	Iteration 0F: 3 clusters Score -666548.1 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -667986.500000 Penalty: 2608.460938
	Iteration 1F: 3 clusters Score -667986.5 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -668304.437500 Penalty: 2608.460938
	Iteration 2F: 3 clusters Score -668304.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -668540.250000 Penalty: 2608.460938
	Iteration 3F: 3 clusters Score -668540.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -668776.437500 Penalty: 2608.460938
	Iteration 4F: 3 clusters Score -668776.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -668991.312500 Penalty: 2608.460938
	Iteration 5Q: 3 clusters Score -668991.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -669191.500000 Penalty: 2608.460938
	Iteration 6Q: 3 clusters Score -669191.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -669357.000000 Penalty: 2608.460938
	Iteration 7Q: 3 clusters Score -669357 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -669494.187500 Penalty: 2608.460938
	Iteration 8Q: 3 clusters Score -669494.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -669624.187500 Penalty: 2608.460938
	Iteration 9Q: 3 clusters Score -669624.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -669750.125000 Penalty: 2608.460938
	Iteration 10Q: 3 clusters Score -669750.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -669841.250000 Penalty: 2608.460938
	Iteration 11Q: 3 clusters Score -669841.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -669901.187500 Penalty: 2608.460938
	Iteration 12Q: 3 clusters Score -669901.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -669937.312500 Penalty: 2608.460938
	Iteration 13Q: 3 clusters Score -669937.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -669964.125000 Penalty: 2608.460938
	Iteration 14Q: 3 clusters Score -669964.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -669991.000000 Penalty: 2608.460938
	Iteration 15Q: 3 clusters Score -669991 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -670008.562500 Penalty: 2608.460938
	Iteration 16Q: 3 clusters Score -670008.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -670026.750000 Penalty: 2608.460938
	Iteration 17Q: 3 clusters Score -670026.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -670040.312500 Penalty: 2608.460938
	Iteration 18Q: 3 clusters Score -670040.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -670049.937500 Penalty: 2608.460938
	Iteration 19Q: 3 clusters Score -670049.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -670060.500000 Penalty: 2608.460938
	Iteration 20F: 3 clusters Score -670060.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -670064.812500 Penalty: 2608.460938
	Iteration 21Q: 3 clusters Score -670064.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -670072.687500 Penalty: 2608.460938
	Iteration 22Q: 3 clusters Score -670072.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -670083.625000 Penalty: 2608.460938
	Iteration 23Q: 3 clusters Score -670083.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -670090.437500 Penalty: 2608.460938
	Iteration 24Q: 3 clusters Score -670090.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -670096.500000 Penalty: 2608.460938
	Iteration 25Q: 3 clusters Score -670096.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -670099.875000 Penalty: 2608.460938
	Iteration 26Q: 3 clusters Score -670099.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -670101.000000 Penalty: 2608.460938
	Iteration 27Q: 3 clusters Score -670101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -670104.625000 Penalty: 2608.460938
	Iteration 28Q: 3 clusters Score -670104.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -670105.937500 Penalty: 2608.460938
	Iteration 29Q: 3 clusters Score -670105.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -670107.937500 Penalty: 2608.460938
	Iteration 30Q: 3 clusters Score -670107.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -670110.062500 Penalty: 2608.460938
	Iteration 31Q: 3 clusters Score -670110.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -670111.562500 Penalty: 2608.460938
	Iteration 32Q: 3 clusters Score -670111.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -670111.125000 Penalty: 2608.460938
	Iteration 33Q: 3 clusters Score -670111.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -670111.125000 Penalty: 2608.460938
	Iteration 34F: 3 clusters Score -670111.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (14776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Entering Unmasked Estep 
Score: -1534868.125000 Penalty: 1428.593018
	Iteration 0F: 2 clusters Score -1534868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1525102.375000 Penalty: 2857.186035
	Iteration 0F: 3 clusters Score -1525102 nChanged 6368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1528583.250000 Penalty: 2857.186035
	Iteration 1F: 3 clusters Score -1528583 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1529015.250000 Penalty: 2857.186035
	Iteration 2F: 3 clusters Score -1529015 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1529373.250000 Penalty: 2857.186035
	Iteration 3F: 3 clusters Score -1529373 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1529765.875000 Penalty: 2857.186035
	Iteration 4Q: 3 clusters Score -1529766 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1530250.375000 Penalty: 2857.186035
	Iteration 5F: 3 clusters Score -1530250 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1530852.375000 Penalty: 2857.186035
	Iteration 6F: 3 clusters Score -1530852 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1531521.500000 Penalty: 2857.186035
	Iteration 7F: 3 clusters Score -1531522 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1532118.125000 Penalty: 2857.186035
	Iteration 8F: 3 clusters Score -1532118 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1532606.500000 Penalty: 2857.186035
	Iteration 9F: 3 clusters Score -1532606 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1532946.750000 Penalty: 2857.186035
	Iteration 10Q: 3 clusters Score -1532947 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1533201.500000 Penalty: 2857.186035
	Iteration 11Q: 3 clusters Score -1533202 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1533388.000000 Penalty: 2857.186035
	Iteration 12Q: 3 clusters Score -1533388 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1533538.625000 Penalty: 2857.186035
	Iteration 13Q: 3 clusters Score -1533539 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1533640.750000 Penalty: 2857.186035
	Iteration 14Q: 3 clusters Score -1533641 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1533704.125000 Penalty: 2857.186035
	Iteration 15Q: 3 clusters Score -1533704 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1533737.250000 Penalty: 2857.186035
	Iteration 16Q: 3 clusters Score -1533737 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1533760.000000 Penalty: 2857.186035
	Iteration 17Q: 3 clusters Score -1533760 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1533784.125000 Penalty: 2857.186035
	Iteration 18Q: 3 clusters Score -1533784 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1533802.000000 Penalty: 2857.186035
	Iteration 19Q: 3 clusters Score -1533802 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1533809.750000 Penalty: 2857.186035
	Iteration 20F: 3 clusters Score -1533810 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1533816.250000 Penalty: 2857.186035
	Iteration 21Q: 3 clusters Score -1533816 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1533820.250000 Penalty: 2857.186035
	Iteration 22Q: 3 clusters Score -1533820 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1533824.125000 Penalty: 2857.186035
	Iteration 23Q: 3 clusters Score -1533824 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1533831.375000 Penalty: 2857.186035
	Iteration 24Q: 3 clusters Score -1533831 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1533840.500000 Penalty: 2857.186035
	Iteration 25Q: 3 clusters Score -1533840 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1533842.750000 Penalty: 2857.186035
	Iteration 26Q: 3 clusters Score -1533843 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1533850.625000 Penalty: 2857.186035
	Iteration 27Q: 3 clusters Score -1533851 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1533852.625000 Penalty: 2857.186035
	Iteration 28Q: 3 clusters Score -1533853 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1533854.375000 Penalty: 2857.186035
	Iteration 29Q: 3 clusters Score -1533854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1533854.000000 Penalty: 2857.186035
	Iteration 30Q: 3 clusters Score -1533854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1533858.375000 Penalty: 2857.186035
	Iteration 31Q: 3 clusters Score -1533858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1533854.625000 Penalty: 2857.186035
	Iteration 32Q: 3 clusters Score -1533855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1533855.750000 Penalty: 2857.186035
	Iteration 33Q: 3 clusters Score -1533856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1533856.125000 Penalty: 2857.186035
	Iteration 34Q: 3 clusters Score -1533856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1533856.875000 Penalty: 2857.186035
	Iteration 35Q: 3 clusters Score -1533857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1533859.250000 Penalty: 2857.186035
	Iteration 36Q: 3 clusters Score -1533859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1533856.750000 Penalty: 2857.186035
	Iteration 37Q: 3 clusters Score -1533857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1533858.375000 Penalty: 2857.186035
	Iteration 38Q: 3 clusters Score -1533858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1533859.000000 Penalty: 2857.186035
	Iteration 39Q: 3 clusters Score -1533859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1533862.875000 Penalty: 2857.186035
	Iteration 40F: 3 clusters Score -1533863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1533861.125000 Penalty: 2857.186035
	Iteration 41Q: 3 clusters Score -1533861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1533861.375000 Penalty: 2857.186035
	Iteration 42Q: 3 clusters Score -1533861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1533860.875000 Penalty: 2857.186035
	Iteration 43Q: 3 clusters Score -1533861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1533859.875000 Penalty: 2857.186035
	Iteration 44Q: 3 clusters Score -1533860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1533859.375000 Penalty: 2857.186035
	Iteration 45Q: 3 clusters Score -1533859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1533859.375000 Penalty: 2857.186035
	Iteration 46F: 3 clusters Score -1533859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (20113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Entering Unmasked Estep 
Score: -1994446.125000 Penalty: 1474.477295
	Iteration 0F: 2 clusters Score -1994446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1981288.125000 Penalty: 2948.954590
	Iteration 0F: 3 clusters Score -1981288 nChanged 8812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1986041.625000 Penalty: 2948.954590
	Iteration 1F: 3 clusters Score -1986042 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1986434.125000 Penalty: 2948.954590
	Iteration 2F: 3 clusters Score -1986434 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -1986820.875000 Penalty: 2948.954590
	Iteration 3Q: 3 clusters Score -1986821 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -1987310.000000 Penalty: 2948.954590
	Iteration 4Q: 3 clusters Score -1987310 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -1988034.625000 Penalty: 2948.954590
	Iteration 5F: 3 clusters Score -1988035 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -1988964.000000 Penalty: 2948.954590
	Iteration 6F: 3 clusters Score -1988964 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -1990028.375000 Penalty: 2948.954590
	Iteration 7F: 3 clusters Score -1990028 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -1991112.000000 Penalty: 2948.954590
	Iteration 8F: 3 clusters Score -1991112 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -1992015.375000 Penalty: 2948.954590
	Iteration 9Q: 3 clusters Score -1992015 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -1992648.500000 Penalty: 2948.954590
	Iteration 10Q: 3 clusters Score -1992648 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -1993089.000000 Penalty: 2948.954590
	Iteration 11Q: 3 clusters Score -1993089 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -1993360.625000 Penalty: 2948.954590
	Iteration 12Q: 3 clusters Score -1993361 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -1993505.000000 Penalty: 2948.954590
	Iteration 13Q: 3 clusters Score -1993505 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -1993567.125000 Penalty: 2948.954590
	Iteration 14Q: 3 clusters Score -1993567 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -1993610.000000 Penalty: 2948.954590
	Iteration 15Q: 3 clusters Score -1993610 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -1993645.125000 Penalty: 2948.954590
	Iteration 16Q: 3 clusters Score -1993645 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -1993669.250000 Penalty: 2948.954590
	Iteration 17Q: 3 clusters Score -1993669 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -1993680.500000 Penalty: 2948.954590
	Iteration 18Q: 3 clusters Score -1993680 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -1993687.000000 Penalty: 2948.954590
	Iteration 19Q: 3 clusters Score -1993687 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -1993695.875000 Penalty: 2948.954590
	Iteration 20F: 3 clusters Score -1993696 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -1993699.500000 Penalty: 2948.954590
	Iteration 21Q: 3 clusters Score -1993700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -1993700.375000 Penalty: 2948.954590
	Iteration 22Q: 3 clusters Score -1993700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -1993700.625000 Penalty: 2948.954590
	Iteration 23Q: 3 clusters Score -1993701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -1993706.125000 Penalty: 2948.954590
	Iteration 24Q: 3 clusters Score -1993706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -1993705.250000 Penalty: 2948.954590
	Iteration 25Q: 3 clusters Score -1993705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -1993709.875000 Penalty: 2948.954590
	Iteration 26Q: 3 clusters Score -1993710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -1993711.000000 Penalty: 2948.954590
	Iteration 27Q: 3 clusters Score -1993711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -1993709.125000 Penalty: 2948.954590
	Iteration 28Q: 3 clusters Score -1993709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -1993709.125000 Penalty: 2948.954590
	Iteration 29F: 3 clusters Score -1993709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (37563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37563 members 
Entering Unmasked Estep 
Score: -3881195.500000 Penalty: 1567.425659
	Iteration 0F: 2 clusters Score -3881196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -3856648.750000 Penalty: 3134.851318
	Iteration 0F: 3 clusters Score -3856649 nChanged 17121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -3866068.500000 Penalty: 3134.851318
	Iteration 1F: 3 clusters Score -3866068 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -3866672.750000 Penalty: 3134.851318
	Iteration 2Q: 3 clusters Score -3866673 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -3867271.750000 Penalty: 3134.851318
	Iteration 3Q: 3 clusters Score -3867272 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -3867851.000000 Penalty: 3134.851318
	Iteration 4Q: 3 clusters Score -3867851 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -3868573.000000 Penalty: 3134.851318
	Iteration 5Q: 3 clusters Score -3868573 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -3869529.000000 Penalty: 3134.851318
	Iteration 6Q: 3 clusters Score -3869529 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -3870772.000000 Penalty: 3134.851318
	Iteration 7F: 3 clusters Score -3870772 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -3872169.000000 Penalty: 3134.851318
	Iteration 8F: 3 clusters Score -3872169 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -3873556.500000 Penalty: 3134.851318
	Iteration 9F: 3 clusters Score -3873556 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -3874659.750000 Penalty: 3134.851318
	Iteration 10Q: 3 clusters Score -3874660 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -3875452.000000 Penalty: 3134.851318
	Iteration 11Q: 3 clusters Score -3875452 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -3875989.250000 Penalty: 3134.851318
	Iteration 12Q: 3 clusters Score -3875989 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -3876292.500000 Penalty: 3134.851318
	Iteration 13Q: 3 clusters Score -3876292 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20451 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -3876486.250000 Penalty: 3134.851318
	Iteration 14Q: 3 clusters Score -3876486 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -3876627.750000 Penalty: 3134.851318
	Iteration 15Q: 3 clusters Score -3876628 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -3876694.750000 Penalty: 3134.851318
	Iteration 16Q: 3 clusters Score -3876695 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -3876745.500000 Penalty: 3134.851318
	Iteration 17Q: 3 clusters Score -3876746 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -3876778.750000 Penalty: 3134.851318
	Iteration 18Q: 3 clusters Score -3876779 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -3876830.500000 Penalty: 3134.851318
	Iteration 19Q: 3 clusters Score -3876830 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -3876848.000000 Penalty: 3134.851318
	Iteration 20F: 3 clusters Score -3876848 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -3876866.750000 Penalty: 3134.851318
	Iteration 21Q: 3 clusters Score -3876867 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -3876894.000000 Penalty: 3134.851318
	Iteration 22Q: 3 clusters Score -3876894 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -3876890.500000 Penalty: 3134.851318
	Iteration 23Q: 3 clusters Score -3876890 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -3876904.750000 Penalty: 3134.851318
	Iteration 24Q: 3 clusters Score -3876905 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -3876925.000000 Penalty: 3134.851318
	Iteration 25Q: 3 clusters Score -3876925 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -3876946.750000 Penalty: 3134.851318
	Iteration 26Q: 3 clusters Score -3876947 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -3876974.500000 Penalty: 3134.851318
	Iteration 27Q: 3 clusters Score -3876974 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -3876994.250000 Penalty: 3134.851318
	Iteration 28Q: 3 clusters Score -3876994 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -3877029.250000 Penalty: 3134.851318
	Iteration 29Q: 3 clusters Score -3877029 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -3877057.750000 Penalty: 3134.851318
	Iteration 30Q: 3 clusters Score -3877058 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -3877075.750000 Penalty: 3134.851318
	Iteration 31Q: 3 clusters Score -3877076 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -3877113.750000 Penalty: 3134.851318
	Iteration 32Q: 3 clusters Score -3877114 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -3877174.500000 Penalty: 3134.851318
	Iteration 33Q: 3 clusters Score -3877174 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -3877225.000000 Penalty: 3134.851318
	Iteration 34Q: 3 clusters Score -3877225 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -3877263.000000 Penalty: 3134.851318
	Iteration 35Q: 3 clusters Score -3877263 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -3877311.500000 Penalty: 3134.851318
	Iteration 36Q: 3 clusters Score -3877312 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -3877376.250000 Penalty: 3134.851318
	Iteration 37Q: 3 clusters Score -3877376 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -3877446.750000 Penalty: 3134.851318
	Iteration 38Q: 3 clusters Score -3877447 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -3877544.000000 Penalty: 3134.851318
	Iteration 39Q: 3 clusters Score -3877544 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -3877614.750000 Penalty: 3134.851318
	Iteration 40F: 3 clusters Score -3877615 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -3877718.000000 Penalty: 3134.851318
	Iteration 41Q: 3 clusters Score -3877718 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -3877787.500000 Penalty: 3134.851318
	Iteration 42Q: 3 clusters Score -3877788 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -3877862.000000 Penalty: 3134.851318
	Iteration 43Q: 3 clusters Score -3877862 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -3877970.500000 Penalty: 3134.851318
	Iteration 44Q: 3 clusters Score -3877970 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 22343 members 
Entering Unmasked Estep 
Score: -3878064.250000 Penalty: 3134.851318
	Iteration 45Q: 3 clusters Score -3878064 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 22638 members 
Entering Unmasked Estep 
Score: -3878119.750000 Penalty: 3134.851318
	Iteration 46Q: 3 clusters Score -3878120 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -3878182.250000 Penalty: 3134.851318
	Iteration 47Q: 3 clusters Score -3878182 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -3878251.250000 Penalty: 3134.851318
	Iteration 48Q: 3 clusters Score -3878251 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -3878296.750000 Penalty: 3134.851318
	Iteration 49Q: 3 clusters Score -3878297 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -3878359.250000 Penalty: 3134.851318
	Iteration 50Q: 3 clusters Score -3878359 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 23889 members 
Entering Unmasked Estep 
Score: -3878392.500000 Penalty: 3134.851318
	Iteration 51Q: 3 clusters Score -3878392 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
Score: -3878437.500000 Penalty: 3134.851318
	Iteration 52Q: 3 clusters Score -3878438 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 24284 members 
Entering Unmasked Estep 
Score: -3878455.750000 Penalty: 3134.851318
	Iteration 53Q: 3 clusters Score -3878456 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 24469 members 
Entering Unmasked Estep 
Score: -3878494.500000 Penalty: 3134.851318
	Iteration 54Q: 3 clusters Score -3878494 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -3878521.500000 Penalty: 3134.851318
	Iteration 55Q: 3 clusters Score -3878522 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 24803 members 
Entering Unmasked Estep 
Score: -3878536.000000 Penalty: 3134.851318
	Iteration 56Q: 3 clusters Score -3878536 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 24942 members 
Entering Unmasked Estep 
Score: -3878553.750000 Penalty: 3134.851318
	Iteration 57Q: 3 clusters Score -3878554 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -3878555.500000 Penalty: 3134.851318
	Iteration 58Q: 3 clusters Score -3878556 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 25188 members 
Entering Unmasked Estep 
Score: -3878570.500000 Penalty: 3134.851318
	Iteration 59Q: 3 clusters Score -3878570 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -3878593.500000 Penalty: 3134.851318
	Iteration 60F: 3 clusters Score -3878594 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 25438 members 
Entering Unmasked Estep 
Score: -3878610.750000 Penalty: 3134.851318
	Iteration 61Q: 3 clusters Score -3878611 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 25585 members 
Entering Unmasked Estep 
Score: -3878624.000000 Penalty: 3134.851318
	Iteration 62Q: 3 clusters Score -3878624 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 25734 members 
Entering Unmasked Estep 
Score: -3878659.000000 Penalty: 3134.851318
	Iteration 63Q: 3 clusters Score -3878659 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
Score: -3878684.000000 Penalty: 3134.851318
	Iteration 64Q: 3 clusters Score -3878684 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 26074 members 
Entering Unmasked Estep 
Score: -3878717.000000 Penalty: 3134.851318
	Iteration 65Q: 3 clusters Score -3878717 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -3878751.250000 Penalty: 3134.851318
	Iteration 66Q: 3 clusters Score -3878751 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 26470 members 
Entering Unmasked Estep 
Score: -3878797.500000 Penalty: 3134.851318
	Iteration 67Q: 3 clusters Score -3878798 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 26684 members 
Entering Unmasked Estep 
Score: -3878823.000000 Penalty: 3134.851318
	Iteration 68Q: 3 clusters Score -3878823 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -3878845.750000 Penalty: 3134.851318
	Iteration 69Q: 3 clusters Score -3878846 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 27104 members 
Entering Unmasked Estep 
Score: -3878886.750000 Penalty: 3134.851318
	Iteration 70Q: 3 clusters Score -3878887 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 27326 members 
Entering Unmasked Estep 
Score: -3878939.500000 Penalty: 3134.851318
	Iteration 71Q: 3 clusters Score -3878940 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 27539 members 
Entering Unmasked Estep 
Score: -3878994.750000 Penalty: 3134.851318
	Iteration 72Q: 3 clusters Score -3878995 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 27723 members 
Entering Unmasked Estep 
Score: -3879024.250000 Penalty: 3134.851318
	Iteration 73Q: 3 clusters Score -3879024 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 27917 members 
Entering Unmasked Estep 
Score: -3879051.750000 Penalty: 3134.851318
	Iteration 74Q: 3 clusters Score -3879052 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 28117 members 
Entering Unmasked Estep 
Score: -3879075.500000 Penalty: 3134.851318
	Iteration 75Q: 3 clusters Score -3879076 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 28325 members 
Entering Unmasked Estep 
Score: -3879115.250000 Penalty: 3134.851318
	Iteration 76Q: 3 clusters Score -3879115 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 28544 members 
Entering Unmasked Estep 
Score: -3879169.750000 Penalty: 3134.851318
	Iteration 77Q: 3 clusters Score -3879170 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 28744 members 
Entering Unmasked Estep 
Score: -3879207.500000 Penalty: 3134.851318
	Iteration 78Q: 3 clusters Score -3879208 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 28947 members 
Entering Unmasked Estep 
Score: -3879252.000000 Penalty: 3134.851318
	Iteration 79Q: 3 clusters Score -3879252 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 29129 members 
Entering Unmasked Estep 
Score: -3879266.000000 Penalty: 3134.851318
	Iteration 80F: 3 clusters Score -3879266 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 29296 members 
Entering Unmasked Estep 
Score: -3879289.500000 Penalty: 3134.851318
	Iteration 81Q: 3 clusters Score -3879290 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 29493 members 
Entering Unmasked Estep 
Score: -3879346.250000 Penalty: 3134.851318
	Iteration 82Q: 3 clusters Score -3879346 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 29692 members 
Entering Unmasked Estep 
Score: -3879346.000000 Penalty: 3134.851318
	Iteration 83Q: 3 clusters Score -3879346 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 29894 members 
Entering Unmasked Estep 
Score: -3879410.000000 Penalty: 3134.851318
	Iteration 84Q: 3 clusters Score -3879410 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 30096 members 
Entering Unmasked Estep 
Score: -3879439.500000 Penalty: 3134.851318
	Iteration 85Q: 3 clusters Score -3879440 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 30275 members 
Entering Unmasked Estep 
Score: -3879472.750000 Penalty: 3134.851318
	Iteration 86Q: 3 clusters Score -3879473 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 30441 members 
Entering Unmasked Estep 
Score: -3879492.500000 Penalty: 3134.851318
	Iteration 87Q: 3 clusters Score -3879492 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 30611 members 
Entering Unmasked Estep 
Score: -3879527.750000 Penalty: 3134.851318
	Iteration 88Q: 3 clusters Score -3879528 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 30807 members 
Entering Unmasked Estep 
Score: -3879562.500000 Penalty: 3134.851318
	Iteration 89Q: 3 clusters Score -3879562 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 30992 members 
Entering Unmasked Estep 
Score: -3879613.000000 Penalty: 3134.851318
	Iteration 90Q: 3 clusters Score -3879613 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 31178 members 
Entering Unmasked Estep 
Score: -3879648.000000 Penalty: 3134.851318
	Iteration 91Q: 3 clusters Score -3879648 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 31358 members 
Entering Unmasked Estep 
Score: -3879694.750000 Penalty: 3134.851318
	Iteration 92Q: 3 clusters Score -3879695 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 31549 members 
Entering Unmasked Estep 
Score: -3879745.750000 Penalty: 3134.851318
	Iteration 93Q: 3 clusters Score -3879746 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 31745 members 
Entering Unmasked Estep 
Score: -3879797.000000 Penalty: 3134.851318
	Iteration 94Q: 3 clusters Score -3879797 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 31952 members 
Entering Unmasked Estep 
Score: -3879860.750000 Penalty: 3134.851318
	Iteration 95Q: 3 clusters Score -3879861 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 32134 members 
Entering Unmasked Estep 
Score: -3879917.250000 Penalty: 3134.851318
	Iteration 96Q: 3 clusters Score -3879917 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 32328 members 
Entering Unmasked Estep 
Score: -3879962.000000 Penalty: 3134.851318
	Iteration 97Q: 3 clusters Score -3879962 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 32503 members 
Entering Unmasked Estep 
Score: -3880010.750000 Penalty: 3134.851318
	Iteration 98Q: 3 clusters Score -3880011 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 32644 members 
Entering Unmasked Estep 
Score: -3880035.000000 Penalty: 3134.851318
	Iteration 99Q: 3 clusters Score -3880035 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 32773 members 
Entering Unmasked Estep 
Score: -3880050.750000 Penalty: 3134.851318
	Iteration 100F: 3 clusters Score -3880051 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 32911 members 
Entering Unmasked Estep 
Score: -3880099.250000 Penalty: 3134.851318
	Iteration 101Q: 3 clusters Score -3880099 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 33062 members 
Entering Unmasked Estep 
Score: -3880144.500000 Penalty: 3134.851318
	Iteration 102Q: 3 clusters Score -3880144 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 33215 members 
Entering Unmasked Estep 
Score: -3880187.250000 Penalty: 3134.851318
	Iteration 103Q: 3 clusters Score -3880187 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 33352 members 
Entering Unmasked Estep 
Score: -3880230.500000 Penalty: 3134.851318
	Iteration 104Q: 3 clusters Score -3880230 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 33490 members 
Entering Unmasked Estep 
Score: -3880265.250000 Penalty: 3134.851318
	Iteration 105Q: 3 clusters Score -3880265 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 33632 members 
Entering Unmasked Estep 
Score: -3880305.500000 Penalty: 3134.851318
	Iteration 106Q: 3 clusters Score -3880306 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 33759 members 
Entering Unmasked Estep 
Score: -3880348.750000 Penalty: 3134.851318
	Iteration 107Q: 3 clusters Score -3880349 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 33889 members 
Entering Unmasked Estep 
Score: -3880378.000000 Penalty: 3134.851318
	Iteration 108Q: 3 clusters Score -3880378 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 34004 members 
Entering Unmasked Estep 
Score: -3880420.750000 Penalty: 3134.851318
	Iteration 109Q: 3 clusters Score -3880421 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 34120 members 
Entering Unmasked Estep 
Score: -3880448.500000 Penalty: 3134.851318
	Iteration 110Q: 3 clusters Score -3880448 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 34211 members 
Entering Unmasked Estep 
Score: -3880484.000000 Penalty: 3134.851318
	Iteration 111Q: 3 clusters Score -3880484 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 34298 members 
Entering Unmasked Estep 
Score: -3880507.000000 Penalty: 3134.851318
	Iteration 112Q: 3 clusters Score -3880507 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 34378 members 
Entering Unmasked Estep 
Score: -3880527.250000 Penalty: 3134.851318
	Iteration 113Q: 3 clusters Score -3880527 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 34433 members 
Entering Unmasked Estep 
Score: -3880535.000000 Penalty: 3134.851318
	Iteration 114Q: 3 clusters Score -3880535 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 34481 members 
Entering Unmasked Estep 
Score: -3880551.000000 Penalty: 3134.851318
	Iteration 115Q: 3 clusters Score -3880551 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 34513 members 
Entering Unmasked Estep 
Score: -3880559.250000 Penalty: 3134.851318
	Iteration 116Q: 3 clusters Score -3880559 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 34550 members 
Entering Unmasked Estep 
Score: -3880563.250000 Penalty: 3134.851318
	Iteration 117Q: 3 clusters Score -3880563 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 34579 members 
Entering Unmasked Estep 
Score: -3880573.000000 Penalty: 3134.851318
	Iteration 118Q: 3 clusters Score -3880573 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 34609 members 
Entering Unmasked Estep 
Score: -3880580.750000 Penalty: 3134.851318
	Iteration 119Q: 3 clusters Score -3880581 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 34637 members 
Entering Unmasked Estep 
Score: -3880589.000000 Penalty: 3134.851318
	Iteration 120F: 3 clusters Score -3880589 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 34662 members 
Entering Unmasked Estep 
Score: -3880592.750000 Penalty: 3134.851318
	Iteration 121Q: 3 clusters Score -3880593 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 34685 members 
Entering Unmasked Estep 
Score: -3880591.500000 Penalty: 3134.851318
	Iteration 122Q: 3 clusters Score -3880592 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 34709 members 
Entering Unmasked Estep 
Score: -3880592.750000 Penalty: 3134.851318
	Iteration 123Q: 3 clusters Score -3880593 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 34725 members 
Entering Unmasked Estep 
Score: -3880602.250000 Penalty: 3134.851318
	Iteration 124Q: 3 clusters Score -3880602 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 34743 members 
Entering Unmasked Estep 
Score: -3880605.500000 Penalty: 3134.851318
	Iteration 125Q: 3 clusters Score -3880606 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 34761 members 
Entering Unmasked Estep 
Score: -3880609.500000 Penalty: 3134.851318
	Iteration 126Q: 3 clusters Score -3880610 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 34782 members 
Entering Unmasked Estep 
Score: -3880604.500000 Penalty: 3134.851318
	Iteration 127Q: 3 clusters Score -3880604 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 34799 members 
Entering Unmasked Estep 
Score: -3880611.500000 Penalty: 3134.851318
	Iteration 128Q: 3 clusters Score -3880612 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 34816 members 
Entering Unmasked Estep 
Score: -3880610.250000 Penalty: 3134.851318
	Iteration 129Q: 3 clusters Score -3880610 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 34837 members 
Entering Unmasked Estep 
Score: -3880621.250000 Penalty: 3134.851318
	Iteration 130Q: 3 clusters Score -3880621 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 34858 members 
Entering Unmasked Estep 
Score: -3880630.500000 Penalty: 3134.851318
	Iteration 131Q: 3 clusters Score -3880630 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 34882 members 
Entering Unmasked Estep 
Score: -3880630.500000 Penalty: 3134.851318
	Iteration 132Q: 3 clusters Score -3880630 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 34900 members 
Entering Unmasked Estep 
Score: -3880636.750000 Penalty: 3134.851318
	Iteration 133Q: 3 clusters Score -3880637 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 34914 members 
Entering Unmasked Estep 
Score: -3880637.250000 Penalty: 3134.851318
	Iteration 134Q: 3 clusters Score -3880637 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 34927 members 
Entering Unmasked Estep 
Score: -3880637.250000 Penalty: 3134.851318
	Iteration 135Q: 3 clusters Score -3880637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 34934 members 
Entering Unmasked Estep 
Score: -3880645.750000 Penalty: 3134.851318
	Iteration 136Q: 3 clusters Score -3880646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 34939 members 
Entering Unmasked Estep 
Score: -3880645.000000 Penalty: 3134.851318
	Iteration 137Q: 3 clusters Score -3880645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 34941 members 
Entering Unmasked Estep 
Score: -3880646.250000 Penalty: 3134.851318
	Iteration 138Q: 3 clusters Score -3880646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 34944 members 
Entering Unmasked Estep 
Score: -3880644.750000 Penalty: 3134.851318
	Iteration 139Q: 3 clusters Score -3880645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 34945 members 
Entering Unmasked Estep 
Score: -3880642.500000 Penalty: 3134.851318
	Iteration 140F: 3 clusters Score -3880642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 34947 members 
Entering Unmasked Estep 
Score: -3880642.750000 Penalty: 3134.851318
	Iteration 141Q: 3 clusters Score -3880643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 34950 members 
Entering Unmasked Estep 
Score: -3880646.000000 Penalty: 3134.851318
	Iteration 142Q: 3 clusters Score -3880646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 34950 members 
Entering Unmasked Estep 
Score: -3880646.000000 Penalty: 3134.851318
	Iteration 143F: 3 clusters Score -3880646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (10732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Entering Unmasked Estep 
Score: -1034441.187500 Penalty: 1381.010620
	Iteration 0F: 2 clusters Score -1034441 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 5375 members 
Entering Unmasked Estep 
Score: -1027167.812500 Penalty: 2762.021240
	Iteration 0F: 3 clusters Score -1027168 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1029747.437500 Penalty: 2762.021240
	Iteration 1F: 3 clusters Score -1029747 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1030172.875000 Penalty: 2762.021240
	Iteration 2F: 3 clusters Score -1030173 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1030566.062500 Penalty: 2762.021240
	Iteration 3F: 3 clusters Score -1030566 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1030918.187500 Penalty: 2762.021240
	Iteration 4F: 3 clusters Score -1030918 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1031272.750000 Penalty: 2762.021240
	Iteration 5F: 3 clusters Score -1031273 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1031574.312500 Penalty: 2762.021240
	Iteration 6Q: 3 clusters Score -1031574 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1031864.062500 Penalty: 2762.021240
	Iteration 7Q: 3 clusters Score -1031864 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1032131.437500 Penalty: 2762.021240
	Iteration 8Q: 3 clusters Score -1032131 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1032392.000000 Penalty: 2762.021240
	Iteration 9Q: 3 clusters Score -1032392 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1032644.125000 Penalty: 2762.021240
	Iteration 10Q: 3 clusters Score -1032644 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1032861.750000 Penalty: 2762.021240
	Iteration 11Q: 3 clusters Score -1032862 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1033063.625000 Penalty: 2762.021240
	Iteration 12Q: 3 clusters Score -1033064 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1033243.250000 Penalty: 2762.021240
	Iteration 13Q: 3 clusters Score -1033243 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1033373.000000 Penalty: 2762.021240
	Iteration 14Q: 3 clusters Score -1033373 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1033485.187500 Penalty: 2762.021240
	Iteration 15Q: 3 clusters Score -1033485 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1033566.125000 Penalty: 2762.021240
	Iteration 16Q: 3 clusters Score -1033566 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1033650.437500 Penalty: 2762.021240
	Iteration 17Q: 3 clusters Score -1033650 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1033736.250000 Penalty: 2762.021240
	Iteration 18Q: 3 clusters Score -1033736 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1033804.000000 Penalty: 2762.021240
	Iteration 19Q: 3 clusters Score -1033804 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1033873.562500 Penalty: 2762.021240
	Iteration 20F: 3 clusters Score -1033874 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1033925.000000 Penalty: 2762.021240
	Iteration 21Q: 3 clusters Score -1033925 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1033971.562500 Penalty: 2762.021240
	Iteration 22Q: 3 clusters Score -1033972 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1034007.375000 Penalty: 2762.021240
	Iteration 23Q: 3 clusters Score -1034007 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1034043.062500 Penalty: 2762.021240
	Iteration 24Q: 3 clusters Score -1034043 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1034077.375000 Penalty: 2762.021240
	Iteration 25Q: 3 clusters Score -1034077 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1034126.437500 Penalty: 2762.021240
	Iteration 26Q: 3 clusters Score -1034126 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1034174.625000 Penalty: 2762.021240
	Iteration 27Q: 3 clusters Score -1034175 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1034225.312500 Penalty: 2762.021240
	Iteration 28Q: 3 clusters Score -1034225 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1034282.937500 Penalty: 2762.021240
	Iteration 29Q: 3 clusters Score -1034283 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1034314.812500 Penalty: 2762.021240
	Iteration 30Q: 3 clusters Score -1034315 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1034336.375000 Penalty: 2762.021240
	Iteration 31Q: 3 clusters Score -1034336 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1034351.812500 Penalty: 2762.021240
	Iteration 32Q: 3 clusters Score -1034352 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1034361.187500 Penalty: 2762.021240
	Iteration 33Q: 3 clusters Score -1034361 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1034369.187500 Penalty: 2762.021240
	Iteration 34Q: 3 clusters Score -1034369 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1034370.562500 Penalty: 2762.021240
	Iteration 35Q: 3 clusters Score -1034371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1034376.125000 Penalty: 2762.021240
	Iteration 36Q: 3 clusters Score -1034376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1034380.187500 Penalty: 2762.021240
	Iteration 37Q: 3 clusters Score -1034380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1034383.062500 Penalty: 2762.021240
	Iteration 38Q: 3 clusters Score -1034383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1034385.187500 Penalty: 2762.021240
	Iteration 39Q: 3 clusters Score -1034385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1034385.125000 Penalty: 2762.021240
	Iteration 40F: 3 clusters Score -1034385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1034386.250000 Penalty: 2762.021240
	Iteration 41Q: 3 clusters Score -1034386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1034387.312500 Penalty: 2762.021240
	Iteration 42Q: 3 clusters Score -1034387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1034387.250000 Penalty: 2762.021240
	Iteration 43Q: 3 clusters Score -1034387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1034388.437500 Penalty: 2762.021240
	Iteration 44Q: 3 clusters Score -1034388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1034389.375000 Penalty: 2762.021240
	Iteration 45Q: 3 clusters Score -1034389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1034389.750000 Penalty: 2762.021240
	Iteration 46Q: 3 clusters Score -1034390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1034390.312500 Penalty: 2762.021240
	Iteration 47Q: 3 clusters Score -1034390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1034391.187500 Penalty: 2762.021240
	Iteration 48Q: 3 clusters Score -1034391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1034391.187500 Penalty: 2762.021240
	Iteration 49F: 3 clusters Score -1034391 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Entering Unmasked Estep 
Score: -925020.000000 Penalty: 1356.579590
	Iteration 0F: 2 clusters Score -925020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -918812.625000 Penalty: 2713.159180
	Iteration 0F: 3 clusters Score -918812.6 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -920796.312500 Penalty: 2713.159180
	Iteration 1F: 3 clusters Score -920796.3 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -921100.625000 Penalty: 2713.159180
	Iteration 2F: 3 clusters Score -921100.6 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -921381.437500 Penalty: 2713.159180
	Iteration 3F: 3 clusters Score -921381.4 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -921640.312500 Penalty: 2713.159180
	Iteration 4F: 3 clusters Score -921640.3 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -921898.812500 Penalty: 2713.159180
	Iteration 5Q: 3 clusters Score -921898.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -922154.125000 Penalty: 2713.159180
	Iteration 6Q: 3 clusters Score -922154.1 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -922412.187500 Penalty: 2713.159180
	Iteration 7Q: 3 clusters Score -922412.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -922640.687500 Penalty: 2713.159180
	Iteration 8Q: 3 clusters Score -922640.7 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -922860.375000 Penalty: 2713.159180
	Iteration 9Q: 3 clusters Score -922860.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -923063.812500 Penalty: 2713.159180
	Iteration 10Q: 3 clusters Score -923063.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -923236.562500 Penalty: 2713.159180
	Iteration 11Q: 3 clusters Score -923236.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -923395.875000 Penalty: 2713.159180
	Iteration 12Q: 3 clusters Score -923395.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -923566.062500 Penalty: 2713.159180
	Iteration 13Q: 3 clusters Score -923566.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -923683.875000 Penalty: 2713.159180
	Iteration 14Q: 3 clusters Score -923683.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -923776.750000 Penalty: 2713.159180
	Iteration 15Q: 3 clusters Score -923776.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -923846.125000 Penalty: 2713.159180
	Iteration 16Q: 3 clusters Score -923846.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -923888.250000 Penalty: 2713.159180
	Iteration 17Q: 3 clusters Score -923888.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -923917.062500 Penalty: 2713.159180
	Iteration 18Q: 3 clusters Score -923917.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -923938.187500 Penalty: 2713.159180
	Iteration 19Q: 3 clusters Score -923938.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -923949.812500 Penalty: 2713.159180
	Iteration 20F: 3 clusters Score -923949.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -923955.875000 Penalty: 2713.159180
	Iteration 21Q: 3 clusters Score -923955.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -923962.750000 Penalty: 2713.159180
	Iteration 22Q: 3 clusters Score -923962.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -923969.187500 Penalty: 2713.159180
	Iteration 23Q: 3 clusters Score -923969.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -923973.125000 Penalty: 2713.159180
	Iteration 24Q: 3 clusters Score -923973.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -923976.875000 Penalty: 2713.159180
	Iteration 25Q: 3 clusters Score -923976.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -923979.250000 Penalty: 2713.159180
	Iteration 26Q: 3 clusters Score -923979.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -923980.125000 Penalty: 2713.159180
	Iteration 27Q: 3 clusters Score -923980.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -923980.250000 Penalty: 2713.159180
	Iteration 28Q: 3 clusters Score -923980.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -923980.625000 Penalty: 2713.159180
	Iteration 29Q: 3 clusters Score -923980.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -923980.625000 Penalty: 2713.159180
	Iteration 30F: 3 clusters Score -923980.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Entering Unmasked Estep 
Score: -93832.421875 Penalty: 1034.138672
	Iteration 0F: 2 clusters Score -93832.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -92577.875000 Penalty: 2068.277344
	Iteration 0F: 3 clusters Score -92577.88 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -92872.914062 Penalty: 2068.277344
	Iteration 1F: 3 clusters Score -92872.91 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -92939.312500 Penalty: 2068.277344
	Iteration 2F: 3 clusters Score -92939.31 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -92973.250000 Penalty: 2068.277344
	Iteration 3Q: 3 clusters Score -92973.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -92989.656250 Penalty: 2068.277344
	Iteration 4Q: 3 clusters Score -92989.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -92998.937500 Penalty: 2068.277344
	Iteration 5Q: 3 clusters Score -92998.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -93004.460938 Penalty: 2068.277344
	Iteration 6Q: 3 clusters Score -93004.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -93009.656250 Penalty: 2068.277344
	Iteration 7Q: 3 clusters Score -93009.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -93013.851562 Penalty: 2068.277344
	Iteration 8Q: 3 clusters Score -93013.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -93017.476562 Penalty: 2068.277344
	Iteration 9Q: 3 clusters Score -93017.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -93017.476562 Penalty: 2068.277344
	Iteration 10F: 3 clusters Score -93017.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (8013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Entering Unmasked Estep 
Score: -830871.625000 Penalty: 1337.536499
	Iteration 0F: 2 clusters Score -830871.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -825317.500000 Penalty: 2675.072998
	Iteration 0F: 3 clusters Score -825317.5 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -827136.312500 Penalty: 2675.072998
	Iteration 1F: 3 clusters Score -827136.3 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -827516.687500 Penalty: 2675.072998
	Iteration 2F: 3 clusters Score -827516.7 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -827778.375000 Penalty: 2675.072998
	Iteration 3F: 3 clusters Score -827778.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -828004.562500 Penalty: 2675.072998
	Iteration 4F: 3 clusters Score -828004.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -828234.937500 Penalty: 2675.072998
	Iteration 5Q: 3 clusters Score -828234.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -828497.312500 Penalty: 2675.072998
	Iteration 6Q: 3 clusters Score -828497.3 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -828759.875000 Penalty: 2675.072998
	Iteration 7Q: 3 clusters Score -828759.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -828974.375000 Penalty: 2675.072998
	Iteration 8Q: 3 clusters Score -828974.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -829147.500000 Penalty: 2675.072998
	Iteration 9Q: 3 clusters Score -829147.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -829309.312500 Penalty: 2675.072998
	Iteration 10Q: 3 clusters Score -829309.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -829443.937500 Penalty: 2675.072998
	Iteration 11Q: 3 clusters Score -829443.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -829535.937500 Penalty: 2675.072998
	Iteration 12Q: 3 clusters Score -829535.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -829600.312500 Penalty: 2675.072998
	Iteration 13Q: 3 clusters Score -829600.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -829647.937500 Penalty: 2675.072998
	Iteration 14Q: 3 clusters Score -829647.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -829676.812500 Penalty: 2675.072998
	Iteration 15Q: 3 clusters Score -829676.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -829700.312500 Penalty: 2675.072998
	Iteration 16Q: 3 clusters Score -829700.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -829712.812500 Penalty: 2675.072998
	Iteration 17Q: 3 clusters Score -829712.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -829720.375000 Penalty: 2675.072998
	Iteration 18Q: 3 clusters Score -829720.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -829728.250000 Penalty: 2675.072998
	Iteration 19Q: 3 clusters Score -829728.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -829735.062500 Penalty: 2675.072998
	Iteration 20F: 3 clusters Score -829735.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -829738.250000 Penalty: 2675.072998
	Iteration 21Q: 3 clusters Score -829738.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -829739.375000 Penalty: 2675.072998
	Iteration 22Q: 3 clusters Score -829739.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -829743.375000 Penalty: 2675.072998
	Iteration 23Q: 3 clusters Score -829743.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -829745.812500 Penalty: 2675.072998
	Iteration 24Q: 3 clusters Score -829745.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -829747.375000 Penalty: 2675.072998
	Iteration 25Q: 3 clusters Score -829747.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -829749.062500 Penalty: 2675.072998
	Iteration 26Q: 3 clusters Score -829749.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -829749.750000 Penalty: 2675.072998
	Iteration 27Q: 3 clusters Score -829749.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -829750.812500 Penalty: 2675.072998
	Iteration 28Q: 3 clusters Score -829750.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -829750.687500 Penalty: 2675.072998
	Iteration 29Q: 3 clusters Score -829750.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -829749.812500 Penalty: 2675.072998
	Iteration 30Q: 3 clusters Score -829749.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -829749.625000 Penalty: 2675.072998
	Iteration 31Q: 3 clusters Score -829749.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -829749.625000 Penalty: 2675.072998
	Iteration 32F: 3 clusters Score -829749.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Entering Unmasked Estep 
Score: -385054.468750 Penalty: 1235.561523
	Iteration 0F: 2 clusters Score -385054.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -381949.375000 Penalty: 2471.123047
	Iteration 0F: 3 clusters Score -381949.4 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -382849.687500 Penalty: 2471.123047
	Iteration 1F: 3 clusters Score -382849.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -383016.562500 Penalty: 2471.123047
	Iteration 2F: 3 clusters Score -383016.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -383121.562500 Penalty: 2471.123047
	Iteration 3Q: 3 clusters Score -383121.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -383201.812500 Penalty: 2471.123047
	Iteration 4Q: 3 clusters Score -383201.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -383263.812500 Penalty: 2471.123047
	Iteration 5Q: 3 clusters Score -383263.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -383322.281250 Penalty: 2471.123047
	Iteration 6Q: 3 clusters Score -383322.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -383405.687500 Penalty: 2471.123047
	Iteration 7Q: 3 clusters Score -383405.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -383501.125000 Penalty: 2471.123047
	Iteration 8Q: 3 clusters Score -383501.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -383607.125000 Penalty: 2471.123047
	Iteration 9Q: 3 clusters Score -383607.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -383731.375000 Penalty: 2471.123047
	Iteration 10Q: 3 clusters Score -383731.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -383862.468750 Penalty: 2471.123047
	Iteration 11Q: 3 clusters Score -383862.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -383973.531250 Penalty: 2471.123047
	Iteration 12Q: 3 clusters Score -383973.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -384058.625000 Penalty: 2471.123047
	Iteration 13Q: 3 clusters Score -384058.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -384132.906250 Penalty: 2471.123047
	Iteration 14Q: 3 clusters Score -384132.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -384208.218750 Penalty: 2471.123047
	Iteration 15Q: 3 clusters Score -384208.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -384280.531250 Penalty: 2471.123047
	Iteration 16Q: 3 clusters Score -384280.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -384345.000000 Penalty: 2471.123047
	Iteration 17Q: 3 clusters Score -384345 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -384392.406250 Penalty: 2471.123047
	Iteration 18Q: 3 clusters Score -384392.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -384429.593750 Penalty: 2471.123047
	Iteration 19Q: 3 clusters Score -384429.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -384464.062500 Penalty: 2471.123047
	Iteration 20F: 3 clusters Score -384464.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -384481.718750 Penalty: 2471.123047
	Iteration 21Q: 3 clusters Score -384481.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -384494.406250 Penalty: 2471.123047
	Iteration 22Q: 3 clusters Score -384494.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -384502.187500 Penalty: 2471.123047
	Iteration 23Q: 3 clusters Score -384502.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -384512.500000 Penalty: 2471.123047
	Iteration 24Q: 3 clusters Score -384512.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -384521.625000 Penalty: 2471.123047
	Iteration 25Q: 3 clusters Score -384521.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -384529.875000 Penalty: 2471.123047
	Iteration 26Q: 3 clusters Score -384529.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -384535.281250 Penalty: 2471.123047
	Iteration 27Q: 3 clusters Score -384535.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -384540.250000 Penalty: 2471.123047
	Iteration 28Q: 3 clusters Score -384540.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -384544.937500 Penalty: 2471.123047
	Iteration 29Q: 3 clusters Score -384544.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -384546.437500 Penalty: 2471.123047
	Iteration 30Q: 3 clusters Score -384546.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -384548.093750 Penalty: 2471.123047
	Iteration 31Q: 3 clusters Score -384548.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -384548.343750 Penalty: 2471.123047
	Iteration 32Q: 3 clusters Score -384548.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -384548.343750 Penalty: 2471.123047
	Iteration 33Q: 3 clusters Score -384548.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -384548.656250 Penalty: 2471.123047
	Iteration 34Q: 3 clusters Score -384548.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -384549.812500 Penalty: 2471.123047
	Iteration 35Q: 3 clusters Score -384549.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -384551.500000 Penalty: 2471.123047
	Iteration 36Q: 3 clusters Score -384551.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -384553.125000 Penalty: 2471.123047
	Iteration 37Q: 3 clusters Score -384553.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -384556.031250 Penalty: 2471.123047
	Iteration 38Q: 3 clusters Score -384556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -384561.562500 Penalty: 2471.123047
	Iteration 39Q: 3 clusters Score -384561.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -384569.437500 Penalty: 2471.123047
	Iteration 40F: 3 clusters Score -384569.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -384583.312500 Penalty: 2471.123047
	Iteration 41Q: 3 clusters Score -384583.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -384600.468750 Penalty: 2471.123047
	Iteration 42Q: 3 clusters Score -384600.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -384618.812500 Penalty: 2471.123047
	Iteration 43Q: 3 clusters Score -384618.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -384639.687500 Penalty: 2471.123047
	Iteration 44Q: 3 clusters Score -384639.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -384655.718750 Penalty: 2471.123047
	Iteration 45Q: 3 clusters Score -384655.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -384669.093750 Penalty: 2471.123047
	Iteration 46Q: 3 clusters Score -384669.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -384679.781250 Penalty: 2471.123047
	Iteration 47Q: 3 clusters Score -384679.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -384682.968750 Penalty: 2471.123047
	Iteration 48Q: 3 clusters Score -384683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -384686.750000 Penalty: 2471.123047
	Iteration 49Q: 3 clusters Score -384686.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -384688.625000 Penalty: 2471.123047
	Iteration 50Q: 3 clusters Score -384688.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -384691.406250 Penalty: 2471.123047
	Iteration 51Q: 3 clusters Score -384691.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -384691.750000 Penalty: 2471.123047
	Iteration 52Q: 3 clusters Score -384691.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -384692.156250 Penalty: 2471.123047
	Iteration 53Q: 3 clusters Score -384692.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -384692.156250 Penalty: 2471.123047
	Iteration 54F: 3 clusters Score -384692.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -22341.431641 Penalty: 829.701233
	Iteration 0F: 2 clusters Score -22341.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -21754.677734 Penalty: 1659.402466
	Iteration 0F: 3 clusters Score -21754.68 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -21832.880859 Penalty: 1659.402466
	Iteration 1F: 3 clusters Score -21832.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -21854.769531 Penalty: 1659.402466
	Iteration 2Q: 3 clusters Score -21854.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -21865.765625 Penalty: 1659.402466
	Iteration 3Q: 3 clusters Score -21865.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -21868.158203 Penalty: 1659.402466
	Iteration 4Q: 3 clusters Score -21868.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -21881.402344 Penalty: 1659.402466
	Iteration 5Q: 3 clusters Score -21881.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -21884.791016 Penalty: 1659.402466
	Iteration 6Q: 3 clusters Score -21884.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -21884.791016 Penalty: 1659.402466
	Iteration 7F: 3 clusters Score -21884.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Entering Unmasked Estep 
Score: -154375.703125 Penalty: 1097.158203
	Iteration 0F: 2 clusters Score -154375.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -152751.656250 Penalty: 2194.316406
	Iteration 0F: 3 clusters Score -152751.7 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -153088.515625 Penalty: 2194.316406
	Iteration 1F: 3 clusters Score -153088.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -153180.687500 Penalty: 2194.316406
	Iteration 2F: 3 clusters Score -153180.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -153235.156250 Penalty: 2194.316406
	Iteration 3Q: 3 clusters Score -153235.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -153267.718750 Penalty: 2194.316406
	Iteration 4Q: 3 clusters Score -153267.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -153293.687500 Penalty: 2194.316406
	Iteration 5Q: 3 clusters Score -153293.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -153317.437500 Penalty: 2194.316406
	Iteration 6Q: 3 clusters Score -153317.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -153341.171875 Penalty: 2194.316406
	Iteration 7Q: 3 clusters Score -153341.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -153355.453125 Penalty: 2194.316406
	Iteration 8Q: 3 clusters Score -153355.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -153368.171875 Penalty: 2194.316406
	Iteration 9Q: 3 clusters Score -153368.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -153375.390625 Penalty: 2194.316406
	Iteration 10Q: 3 clusters Score -153375.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -153377.734375 Penalty: 2194.316406
	Iteration 11Q: 3 clusters Score -153377.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -153380.203125 Penalty: 2194.316406
	Iteration 12Q: 3 clusters Score -153380.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -153381.953125 Penalty: 2194.316406
	Iteration 13Q: 3 clusters Score -153382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -153383.859375 Penalty: 2194.316406
	Iteration 14Q: 3 clusters Score -153383.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -153386.921875 Penalty: 2194.316406
	Iteration 15Q: 3 clusters Score -153386.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -153387.921875 Penalty: 2194.316406
	Iteration 16Q: 3 clusters Score -153387.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -153388.203125 Penalty: 2194.316406
	Iteration 17Q: 3 clusters Score -153388.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -153388.203125 Penalty: 2194.316406
	Iteration 18F: 3 clusters Score -153388.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (4215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Entering Unmasked Estep 
Score: -402131.281250 Penalty: 1241.945068
	Iteration 0F: 2 clusters Score -402131.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -398900.687500 Penalty: 2483.890137
	Iteration 0F: 3 clusters Score -398900.7 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -399767.000000 Penalty: 2483.890137
	Iteration 1F: 3 clusters Score -399767 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -400016.218750 Penalty: 2483.890137
	Iteration 2F: 3 clusters Score -400016.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -400179.187500 Penalty: 2483.890137
	Iteration 3F: 3 clusters Score -400179.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -400310.531250 Penalty: 2483.890137
	Iteration 4Q: 3 clusters Score -400310.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -400403.062500 Penalty: 2483.890137
	Iteration 5Q: 3 clusters Score -400403.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -400476.062500 Penalty: 2483.890137
	Iteration 6Q: 3 clusters Score -400476.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -400535.906250 Penalty: 2483.890137
	Iteration 7Q: 3 clusters Score -400535.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -400586.187500 Penalty: 2483.890137
	Iteration 8Q: 3 clusters Score -400586.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -400646.656250 Penalty: 2483.890137
	Iteration 9Q: 3 clusters Score -400646.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -400694.531250 Penalty: 2483.890137
	Iteration 10Q: 3 clusters Score -400694.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -400732.281250 Penalty: 2483.890137
	Iteration 11Q: 3 clusters Score -400732.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -400776.281250 Penalty: 2483.890137
	Iteration 12Q: 3 clusters Score -400776.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -400806.781250 Penalty: 2483.890137
	Iteration 13Q: 3 clusters Score -400806.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -400839.250000 Penalty: 2483.890137
	Iteration 14Q: 3 clusters Score -400839.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -400868.593750 Penalty: 2483.890137
	Iteration 15Q: 3 clusters Score -400868.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -400891.593750 Penalty: 2483.890137
	Iteration 16Q: 3 clusters Score -400891.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -400915.750000 Penalty: 2483.890137
	Iteration 17Q: 3 clusters Score -400915.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -400946.312500 Penalty: 2483.890137
	Iteration 18Q: 3 clusters Score -400946.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -400969.125000 Penalty: 2483.890137
	Iteration 19Q: 3 clusters Score -400969.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -400983.062500 Penalty: 2483.890137
	Iteration 20F: 3 clusters Score -400983.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -400992.437500 Penalty: 2483.890137
	Iteration 21Q: 3 clusters Score -400992.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -401004.406250 Penalty: 2483.890137
	Iteration 22Q: 3 clusters Score -401004.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -401015.593750 Penalty: 2483.890137
	Iteration 23Q: 3 clusters Score -401015.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -401025.000000 Penalty: 2483.890137
	Iteration 24Q: 3 clusters Score -401025 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -401030.281250 Penalty: 2483.890137
	Iteration 25Q: 3 clusters Score -401030.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -401034.031250 Penalty: 2483.890137
	Iteration 26Q: 3 clusters Score -401034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -401037.781250 Penalty: 2483.890137
	Iteration 27Q: 3 clusters Score -401037.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -401040.812500 Penalty: 2483.890137
	Iteration 28Q: 3 clusters Score -401040.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -401041.343750 Penalty: 2483.890137
	Iteration 29Q: 3 clusters Score -401041.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -401042.531250 Penalty: 2483.890137
	Iteration 30Q: 3 clusters Score -401042.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -401043.562500 Penalty: 2483.890137
	Iteration 31Q: 3 clusters Score -401043.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -401045.781250 Penalty: 2483.890137
	Iteration 32Q: 3 clusters Score -401045.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -401046.156250 Penalty: 2483.890137
	Iteration 33Q: 3 clusters Score -401046.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -401046.625000 Penalty: 2483.890137
	Iteration 34Q: 3 clusters Score -401046.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -401046.625000 Penalty: 2483.890137
	Iteration 35F: 3 clusters Score -401046.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Entering Unmasked Estep 
Score: -313156.125000 Penalty: 1208.653076
	Iteration 0F: 2 clusters Score -313156.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -310444.312500 Penalty: 2417.306152
	Iteration 0F: 3 clusters Score -310444.3 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -311168.531250 Penalty: 2417.306152
	Iteration 1F: 3 clusters Score -311168.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -311364.437500 Penalty: 2417.306152
	Iteration 2F: 3 clusters Score -311364.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -311476.468750 Penalty: 2417.306152
	Iteration 3F: 3 clusters Score -311476.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -311544.437500 Penalty: 2417.306152
	Iteration 4Q: 3 clusters Score -311544.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -311604.468750 Penalty: 2417.306152
	Iteration 5Q: 3 clusters Score -311604.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -311651.906250 Penalty: 2417.306152
	Iteration 6Q: 3 clusters Score -311651.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -311706.843750 Penalty: 2417.306152
	Iteration 7Q: 3 clusters Score -311706.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -311762.593750 Penalty: 2417.306152
	Iteration 8Q: 3 clusters Score -311762.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -311816.406250 Penalty: 2417.306152
	Iteration 9Q: 3 clusters Score -311816.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -311853.531250 Penalty: 2417.306152
	Iteration 10Q: 3 clusters Score -311853.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -311883.531250 Penalty: 2417.306152
	Iteration 11Q: 3 clusters Score -311883.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -311909.093750 Penalty: 2417.306152
	Iteration 12Q: 3 clusters Score -311909.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -311928.031250 Penalty: 2417.306152
	Iteration 13Q: 3 clusters Score -311928 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -311947.500000 Penalty: 2417.306152
	Iteration 14Q: 3 clusters Score -311947.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -311964.562500 Penalty: 2417.306152
	Iteration 15Q: 3 clusters Score -311964.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -311981.875000 Penalty: 2417.306152
	Iteration 16Q: 3 clusters Score -311981.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -311993.718750 Penalty: 2417.306152
	Iteration 17Q: 3 clusters Score -311993.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -312002.437500 Penalty: 2417.306152
	Iteration 18Q: 3 clusters Score -312002.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -312009.062500 Penalty: 2417.306152
	Iteration 19Q: 3 clusters Score -312009.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -312019.781250 Penalty: 2417.306152
	Iteration 20F: 3 clusters Score -312019.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -312027.281250 Penalty: 2417.306152
	Iteration 21Q: 3 clusters Score -312027.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -312031.812500 Penalty: 2417.306152
	Iteration 22Q: 3 clusters Score -312031.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -312035.812500 Penalty: 2417.306152
	Iteration 23Q: 3 clusters Score -312035.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -312042.062500 Penalty: 2417.306152
	Iteration 24Q: 3 clusters Score -312042.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -312051.250000 Penalty: 2417.306152
	Iteration 25Q: 3 clusters Score -312051.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -312060.468750 Penalty: 2417.306152
	Iteration 26Q: 3 clusters Score -312060.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -312068.187500 Penalty: 2417.306152
	Iteration 27Q: 3 clusters Score -312068.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -312075.281250 Penalty: 2417.306152
	Iteration 28Q: 3 clusters Score -312075.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -312078.531250 Penalty: 2417.306152
	Iteration 29Q: 3 clusters Score -312078.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -312084.968750 Penalty: 2417.306152
	Iteration 30Q: 3 clusters Score -312085 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -312091.125000 Penalty: 2417.306152
	Iteration 31Q: 3 clusters Score -312091.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -312093.781250 Penalty: 2417.306152
	Iteration 32Q: 3 clusters Score -312093.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -312098.093750 Penalty: 2417.306152
	Iteration 33Q: 3 clusters Score -312098.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -312101.031250 Penalty: 2417.306152
	Iteration 34Q: 3 clusters Score -312101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -312104.781250 Penalty: 2417.306152
	Iteration 35Q: 3 clusters Score -312104.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -312107.375000 Penalty: 2417.306152
	Iteration 36Q: 3 clusters Score -312107.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -312110.125000 Penalty: 2417.306152
	Iteration 37Q: 3 clusters Score -312110.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -312112.281250 Penalty: 2417.306152
	Iteration 38Q: 3 clusters Score -312112.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -312114.593750 Penalty: 2417.306152
	Iteration 39Q: 3 clusters Score -312114.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -312116.593750 Penalty: 2417.306152
	Iteration 40F: 3 clusters Score -312116.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -312119.625000 Penalty: 2417.306152
	Iteration 41Q: 3 clusters Score -312119.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -312121.375000 Penalty: 2417.306152
	Iteration 42Q: 3 clusters Score -312121.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -312122.750000 Penalty: 2417.306152
	Iteration 43Q: 3 clusters Score -312122.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -312125.125000 Penalty: 2417.306152
	Iteration 44Q: 3 clusters Score -312125.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -312126.437500 Penalty: 2417.306152
	Iteration 45Q: 3 clusters Score -312126.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -312126.406250 Penalty: 2417.306152
	Iteration 46Q: 3 clusters Score -312126.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -312126.406250 Penalty: 2417.306152
	Iteration 47F: 3 clusters Score -312126.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (33890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33890 members 
Entering Unmasked Estep 
Score: -3526849.250000 Penalty: 1552.114258
	Iteration 0F: 2 clusters Score -3526849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -3504720.750000 Penalty: 3104.228516
	Iteration 0F: 3 clusters Score -3504721 nChanged 15417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -3513175.750000 Penalty: 3104.228516
	Iteration 1F: 3 clusters Score -3513176 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -3513780.250000 Penalty: 3104.228516
	Iteration 2Q: 3 clusters Score -3513780 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -3514462.250000 Penalty: 3104.228516
	Iteration 3Q: 3 clusters Score -3514462 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -3515332.500000 Penalty: 3104.228516
	Iteration 4Q: 3 clusters Score -3515332 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -3516393.500000 Penalty: 3104.228516
	Iteration 5F: 3 clusters Score -3516394 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -3517718.500000 Penalty: 3104.228516
	Iteration 6F: 3 clusters Score -3517718 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -3519269.750000 Penalty: 3104.228516
	Iteration 7F: 3 clusters Score -3519270 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -3520779.250000 Penalty: 3104.228516
	Iteration 8F: 3 clusters Score -3520779 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -3522029.500000 Penalty: 3104.228516
	Iteration 9F: 3 clusters Score -3522030 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -3522975.000000 Penalty: 3104.228516
	Iteration 10Q: 3 clusters Score -3522975 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26377 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -3523618.250000 Penalty: 3104.228516
	Iteration 11Q: 3 clusters Score -3523618 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27074 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -3524108.500000 Penalty: 3104.228516
	Iteration 12Q: 3 clusters Score -3524108 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27654 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -3524474.250000 Penalty: 3104.228516
	Iteration 13Q: 3 clusters Score -3524474 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28097 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -3524751.250000 Penalty: 3104.228516
	Iteration 14Q: 3 clusters Score -3524751 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28466 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -3524963.500000 Penalty: 3104.228516
	Iteration 15Q: 3 clusters Score -3524964 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28777 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -3525097.500000 Penalty: 3104.228516
	Iteration 16Q: 3 clusters Score -3525098 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29037 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -3525194.000000 Penalty: 3104.228516
	Iteration 17Q: 3 clusters Score -3525194 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29259 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -3525270.250000 Penalty: 3104.228516
	Iteration 18Q: 3 clusters Score -3525270 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29472 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -3525353.250000 Penalty: 3104.228516
	Iteration 19Q: 3 clusters Score -3525353 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29672 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -3525409.750000 Penalty: 3104.228516
	Iteration 20F: 3 clusters Score -3525410 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29874 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -3525479.000000 Penalty: 3104.228516
	Iteration 21Q: 3 clusters Score -3525479 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30047 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -3525519.500000 Penalty: 3104.228516
	Iteration 22Q: 3 clusters Score -3525520 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30217 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -3525576.500000 Penalty: 3104.228516
	Iteration 23Q: 3 clusters Score -3525576 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30366 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -3525614.750000 Penalty: 3104.228516
	Iteration 24Q: 3 clusters Score -3525615 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30515 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -3525652.250000 Penalty: 3104.228516
	Iteration 25Q: 3 clusters Score -3525652 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30628 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -3525689.500000 Penalty: 3104.228516
	Iteration 26Q: 3 clusters Score -3525690 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30729 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -3525703.500000 Penalty: 3104.228516
	Iteration 27Q: 3 clusters Score -3525704 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30828 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -3525744.500000 Penalty: 3104.228516
	Iteration 28Q: 3 clusters Score -3525744 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30919 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -3525769.750000 Penalty: 3104.228516
	Iteration 29Q: 3 clusters Score -3525770 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31011 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -3525807.500000 Penalty: 3104.228516
	Iteration 30Q: 3 clusters Score -3525808 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31093 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -3525817.500000 Penalty: 3104.228516
	Iteration 31Q: 3 clusters Score -3525818 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31166 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -3525846.000000 Penalty: 3104.228516
	Iteration 32Q: 3 clusters Score -3525846 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31228 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -3525866.000000 Penalty: 3104.228516
	Iteration 33Q: 3 clusters Score -3525866 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31276 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -3525872.000000 Penalty: 3104.228516
	Iteration 34Q: 3 clusters Score -3525872 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31332 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -3525887.500000 Penalty: 3104.228516
	Iteration 35Q: 3 clusters Score -3525888 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31383 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -3525900.250000 Penalty: 3104.228516
	Iteration 36Q: 3 clusters Score -3525900 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31419 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -3525911.500000 Penalty: 3104.228516
	Iteration 37Q: 3 clusters Score -3525912 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31448 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -3525915.750000 Penalty: 3104.228516
	Iteration 38Q: 3 clusters Score -3525916 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31476 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -3525920.750000 Penalty: 3104.228516
	Iteration 39Q: 3 clusters Score -3525921 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31503 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -3525931.000000 Penalty: 3104.228516
	Iteration 40F: 3 clusters Score -3525931 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31526 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -3525935.000000 Penalty: 3104.228516
	Iteration 41Q: 3 clusters Score -3525935 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31549 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -3525947.000000 Penalty: 3104.228516
	Iteration 42Q: 3 clusters Score -3525947 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31569 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -3525949.250000 Penalty: 3104.228516
	Iteration 43Q: 3 clusters Score -3525949 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31583 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -3525957.000000 Penalty: 3104.228516
	Iteration 44Q: 3 clusters Score -3525957 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31595 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -3525961.250000 Penalty: 3104.228516
	Iteration 45Q: 3 clusters Score -3525961 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31609 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -3525963.750000 Penalty: 3104.228516
	Iteration 46Q: 3 clusters Score -3525964 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31626 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -3525971.750000 Penalty: 3104.228516
	Iteration 47Q: 3 clusters Score -3525972 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31644 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -3525971.500000 Penalty: 3104.228516
	Iteration 48Q: 3 clusters Score -3525972 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31666 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -3525980.000000 Penalty: 3104.228516
	Iteration 49Q: 3 clusters Score -3525980 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31686 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -3525989.000000 Penalty: 3104.228516
	Iteration 50Q: 3 clusters Score -3525989 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31704 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -3525993.000000 Penalty: 3104.228516
	Iteration 51Q: 3 clusters Score -3525993 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31724 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -3525996.000000 Penalty: 3104.228516
	Iteration 52Q: 3 clusters Score -3525996 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31740 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -3525992.750000 Penalty: 3104.228516
	Iteration 53Q: 3 clusters Score -3525993 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31765 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -3526003.250000 Penalty: 3104.228516
	Iteration 54Q: 3 clusters Score -3526003 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31785 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -3526008.750000 Penalty: 3104.228516
	Iteration 55Q: 3 clusters Score -3526009 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31809 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -3526021.250000 Penalty: 3104.228516
	Iteration 56Q: 3 clusters Score -3526021 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31835 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -3526026.750000 Penalty: 3104.228516
	Iteration 57Q: 3 clusters Score -3526027 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31857 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -3526031.500000 Penalty: 3104.228516
	Iteration 58Q: 3 clusters Score -3526032 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31882 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -3526045.250000 Penalty: 3104.228516
	Iteration 59Q: 3 clusters Score -3526045 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31908 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -3526050.500000 Penalty: 3104.228516
	Iteration 60F: 3 clusters Score -3526050 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31926 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -3526061.750000 Penalty: 3104.228516
	Iteration 61Q: 3 clusters Score -3526062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31937 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -3526068.250000 Penalty: 3104.228516
	Iteration 62Q: 3 clusters Score -3526068 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31956 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -3526065.750000 Penalty: 3104.228516
	Iteration 63Q: 3 clusters Score -3526066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31971 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -3526065.500000 Penalty: 3104.228516
	Iteration 64Q: 3 clusters Score -3526066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31981 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -3526067.250000 Penalty: 3104.228516
	Iteration 65Q: 3 clusters Score -3526067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31989 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -3526070.750000 Penalty: 3104.228516
	Iteration 66Q: 3 clusters Score -3526071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31991 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -3526069.750000 Penalty: 3104.228516
	Iteration 67Q: 3 clusters Score -3526070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32003 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -3526077.500000 Penalty: 3104.228516
	Iteration 68Q: 3 clusters Score -3526078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32015 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -3526081.000000 Penalty: 3104.228516
	Iteration 69Q: 3 clusters Score -3526081 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32029 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -3526093.250000 Penalty: 3104.228516
	Iteration 70Q: 3 clusters Score -3526093 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32046 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -3526091.500000 Penalty: 3104.228516
	Iteration 71Q: 3 clusters Score -3526092 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32062 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -3526097.500000 Penalty: 3104.228516
	Iteration 72Q: 3 clusters Score -3526098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32070 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -3526103.000000 Penalty: 3104.228516
	Iteration 73Q: 3 clusters Score -3526103 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32080 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -3526107.250000 Penalty: 3104.228516
	Iteration 74Q: 3 clusters Score -3526107 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32081 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -3526105.500000 Penalty: 3104.228516
	Iteration 75Q: 3 clusters Score -3526106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32087 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -3526105.500000 Penalty: 3104.228516
	Iteration 76Q: 3 clusters Score -3526106 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32100 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -3526109.250000 Penalty: 3104.228516
	Iteration 77Q: 3 clusters Score -3526109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32106 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -3526111.250000 Penalty: 3104.228516
	Iteration 78Q: 3 clusters Score -3526111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32112 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -3526113.250000 Penalty: 3104.228516
	Iteration 79Q: 3 clusters Score -3526113 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32121 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -3526108.750000 Penalty: 3104.228516
	Iteration 80F: 3 clusters Score -3526109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32127 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -3526113.250000 Penalty: 3104.228516
	Iteration 81Q: 3 clusters Score -3526113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32131 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -3526116.000000 Penalty: 3104.228516
	Iteration 82Q: 3 clusters Score -3526116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32137 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -3526121.750000 Penalty: 3104.228516
	Iteration 83Q: 3 clusters Score -3526122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32146 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -3526121.500000 Penalty: 3104.228516
	Iteration 84Q: 3 clusters Score -3526122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32150 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -3526122.250000 Penalty: 3104.228516
	Iteration 85Q: 3 clusters Score -3526122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32152 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -3526123.250000 Penalty: 3104.228516
	Iteration 86Q: 3 clusters Score -3526123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32155 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -3526128.000000 Penalty: 3104.228516
	Iteration 87Q: 3 clusters Score -3526128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32161 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -3526132.750000 Penalty: 3104.228516
	Iteration 88Q: 3 clusters Score -3526133 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32169 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -3526129.750000 Penalty: 3104.228516
	Iteration 89Q: 3 clusters Score -3526130 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32179 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -3526134.250000 Penalty: 3104.228516
	Iteration 90Q: 3 clusters Score -3526134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32190 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -3526130.500000 Penalty: 3104.228516
	Iteration 91Q: 3 clusters Score -3526130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32197 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -3526136.000000 Penalty: 3104.228516
	Iteration 92Q: 3 clusters Score -3526136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32199 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -3526130.500000 Penalty: 3104.228516
	Iteration 93Q: 3 clusters Score -3526130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32202 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -3526131.000000 Penalty: 3104.228516
	Iteration 94Q: 3 clusters Score -3526131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32202 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -3526131.000000 Penalty: 3104.228516
	Iteration 95F: 3 clusters Score -3526131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (18018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Entering Unmasked Estep 
Score: -1890623.250000 Penalty: 1458.110107
	Iteration 0F: 2 clusters Score -1890623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1878804.875000 Penalty: 2916.220215
	Iteration 0F: 3 clusters Score -1878805 nChanged 7926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1883055.000000 Penalty: 2916.220215
	Iteration 1F: 3 clusters Score -1883055 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1883490.125000 Penalty: 2916.220215
	Iteration 2F: 3 clusters Score -1883490 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1883830.250000 Penalty: 2916.220215
	Iteration 3F: 3 clusters Score -1883830 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1884102.250000 Penalty: 2916.220215
	Iteration 4Q: 3 clusters Score -1884102 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1884347.000000 Penalty: 2916.220215
	Iteration 5Q: 3 clusters Score -1884347 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1884568.625000 Penalty: 2916.220215
	Iteration 6Q: 3 clusters Score -1884569 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1884818.000000 Penalty: 2916.220215
	Iteration 7Q: 3 clusters Score -1884818 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1885127.625000 Penalty: 2916.220215
	Iteration 8Q: 3 clusters Score -1885128 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -1885502.500000 Penalty: 2916.220215
	Iteration 9Q: 3 clusters Score -1885502 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -1885985.500000 Penalty: 2916.220215
	Iteration 10Q: 3 clusters Score -1885986 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -1886596.000000 Penalty: 2916.220215
	Iteration 11F: 3 clusters Score -1886596 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -1887286.625000 Penalty: 2916.220215
	Iteration 12F: 3 clusters Score -1887287 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -1887915.875000 Penalty: 2916.220215
	Iteration 13Q: 3 clusters Score -1887916 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -1888420.250000 Penalty: 2916.220215
	Iteration 14Q: 3 clusters Score -1888420 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -1888773.125000 Penalty: 2916.220215
	Iteration 15Q: 3 clusters Score -1888773 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -1888991.000000 Penalty: 2916.220215
	Iteration 16Q: 3 clusters Score -1888991 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -1889164.000000 Penalty: 2916.220215
	Iteration 17Q: 3 clusters Score -1889164 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -1889305.750000 Penalty: 2916.220215
	Iteration 18Q: 3 clusters Score -1889306 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -1889403.875000 Penalty: 2916.220215
	Iteration 19Q: 3 clusters Score -1889404 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -1889486.875000 Penalty: 2916.220215
	Iteration 20F: 3 clusters Score -1889487 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -1889545.750000 Penalty: 2916.220215
	Iteration 21Q: 3 clusters Score -1889546 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -1889595.625000 Penalty: 2916.220215
	Iteration 22Q: 3 clusters Score -1889596 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -1889627.875000 Penalty: 2916.220215
	Iteration 23Q: 3 clusters Score -1889628 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -1889651.375000 Penalty: 2916.220215
	Iteration 24Q: 3 clusters Score -1889651 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -1889681.250000 Penalty: 2916.220215
	Iteration 25Q: 3 clusters Score -1889681 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -1889699.875000 Penalty: 2916.220215
	Iteration 26Q: 3 clusters Score -1889700 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -1889710.750000 Penalty: 2916.220215
	Iteration 27Q: 3 clusters Score -1889711 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -1889724.250000 Penalty: 2916.220215
	Iteration 28Q: 3 clusters Score -1889724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -1889729.500000 Penalty: 2916.220215
	Iteration 29Q: 3 clusters Score -1889730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -1889737.125000 Penalty: 2916.220215
	Iteration 30Q: 3 clusters Score -1889737 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -1889742.875000 Penalty: 2916.220215
	Iteration 31Q: 3 clusters Score -1889743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -1889744.125000 Penalty: 2916.220215
	Iteration 32Q: 3 clusters Score -1889744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -1889749.000000 Penalty: 2916.220215
	Iteration 33Q: 3 clusters Score -1889749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -1889749.875000 Penalty: 2916.220215
	Iteration 34Q: 3 clusters Score -1889750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -1889753.250000 Penalty: 2916.220215
	Iteration 35Q: 3 clusters Score -1889753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -1889754.750000 Penalty: 2916.220215
	Iteration 36Q: 3 clusters Score -1889755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -1889763.250000 Penalty: 2916.220215
	Iteration 37Q: 3 clusters Score -1889763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -1889765.375000 Penalty: 2916.220215
	Iteration 38Q: 3 clusters Score -1889765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -1889765.500000 Penalty: 2916.220215
	Iteration 39Q: 3 clusters Score -1889766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -1889767.250000 Penalty: 2916.220215
	Iteration 40F: 3 clusters Score -1889767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -1889770.000000 Penalty: 2916.220215
	Iteration 41Q: 3 clusters Score -1889770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -1889770.625000 Penalty: 2916.220215
	Iteration 42Q: 3 clusters Score -1889771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -1889771.000000 Penalty: 2916.220215
	Iteration 43Q: 3 clusters Score -1889771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -1889772.875000 Penalty: 2916.220215
	Iteration 44Q: 3 clusters Score -1889773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -1889772.875000 Penalty: 2916.220215
	Iteration 45Q: 3 clusters Score -1889773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -1889775.250000 Penalty: 2916.220215
	Iteration 46Q: 3 clusters Score -1889775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -1889781.125000 Penalty: 2916.220215
	Iteration 47Q: 3 clusters Score -1889781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -1889779.875000 Penalty: 2916.220215
	Iteration 48Q: 3 clusters Score -1889780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -1889782.125000 Penalty: 2916.220215
	Iteration 49Q: 3 clusters Score -1889782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -1889782.875000 Penalty: 2916.220215
	Iteration 50Q: 3 clusters Score -1889783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -1889784.500000 Penalty: 2916.220215
	Iteration 51Q: 3 clusters Score -1889784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -1889789.000000 Penalty: 2916.220215
	Iteration 52Q: 3 clusters Score -1889789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -1889792.750000 Penalty: 2916.220215
	Iteration 53Q: 3 clusters Score -1889793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -1889791.500000 Penalty: 2916.220215
	Iteration 54Q: 3 clusters Score -1889792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -1889791.500000 Penalty: 2916.220215
	Iteration 55F: 3 clusters Score -1889792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (15631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Entering Unmasked Estep 
Score: -1634352.375000 Penalty: 1436.963257
	Iteration 0F: 2 clusters Score -1634352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1624138.250000 Penalty: 2873.926514
	Iteration 0F: 3 clusters Score -1624138 nChanged 6765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1627694.125000 Penalty: 2873.926514
	Iteration 1F: 3 clusters Score -1627694 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1628118.625000 Penalty: 2873.926514
	Iteration 2F: 3 clusters Score -1628119 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1628482.750000 Penalty: 2873.926514
	Iteration 3F: 3 clusters Score -1628483 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1628872.625000 Penalty: 2873.926514
	Iteration 4F: 3 clusters Score -1628873 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1629286.625000 Penalty: 2873.926514
	Iteration 5F: 3 clusters Score -1629287 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1629747.625000 Penalty: 2873.926514
	Iteration 6F: 3 clusters Score -1629748 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1630199.625000 Penalty: 2873.926514
	Iteration 7F: 3 clusters Score -1630200 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1630614.500000 Penalty: 2873.926514
	Iteration 8Q: 3 clusters Score -1630614 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1630954.750000 Penalty: 2873.926514
	Iteration 9Q: 3 clusters Score -1630955 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1631250.250000 Penalty: 2873.926514
	Iteration 10Q: 3 clusters Score -1631250 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1631487.375000 Penalty: 2873.926514
	Iteration 11Q: 3 clusters Score -1631487 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1631654.250000 Penalty: 2873.926514
	Iteration 12Q: 3 clusters Score -1631654 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1631795.125000 Penalty: 2873.926514
	Iteration 13Q: 3 clusters Score -1631795 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1631936.750000 Penalty: 2873.926514
	Iteration 14Q: 3 clusters Score -1631937 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1632079.500000 Penalty: 2873.926514
	Iteration 15Q: 3 clusters Score -1632080 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1632185.500000 Penalty: 2873.926514
	Iteration 16Q: 3 clusters Score -1632186 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1632267.000000 Penalty: 2873.926514
	Iteration 17Q: 3 clusters Score -1632267 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1632312.625000 Penalty: 2873.926514
	Iteration 18Q: 3 clusters Score -1632313 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1632367.875000 Penalty: 2873.926514
	Iteration 19Q: 3 clusters Score -1632368 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1632420.500000 Penalty: 2873.926514
	Iteration 20F: 3 clusters Score -1632420 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1632458.125000 Penalty: 2873.926514
	Iteration 21Q: 3 clusters Score -1632458 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1632496.375000 Penalty: 2873.926514
	Iteration 22Q: 3 clusters Score -1632496 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1632546.250000 Penalty: 2873.926514
	Iteration 23Q: 3 clusters Score -1632546 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1632596.500000 Penalty: 2873.926514
	Iteration 24Q: 3 clusters Score -1632596 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1632642.125000 Penalty: 2873.926514
	Iteration 25Q: 3 clusters Score -1632642 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1632678.625000 Penalty: 2873.926514
	Iteration 26Q: 3 clusters Score -1632679 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1632714.125000 Penalty: 2873.926514
	Iteration 27Q: 3 clusters Score -1632714 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1632752.875000 Penalty: 2873.926514
	Iteration 28Q: 3 clusters Score -1632753 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1632782.500000 Penalty: 2873.926514
	Iteration 29Q: 3 clusters Score -1632782 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1632799.250000 Penalty: 2873.926514
	Iteration 30Q: 3 clusters Score -1632799 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1632821.000000 Penalty: 2873.926514
	Iteration 31Q: 3 clusters Score -1632821 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1632831.625000 Penalty: 2873.926514
	Iteration 32Q: 3 clusters Score -1632832 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1632844.375000 Penalty: 2873.926514
	Iteration 33Q: 3 clusters Score -1632844 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1632853.875000 Penalty: 2873.926514
	Iteration 34Q: 3 clusters Score -1632854 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1632861.750000 Penalty: 2873.926514
	Iteration 35Q: 3 clusters Score -1632862 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1632874.375000 Penalty: 2873.926514
	Iteration 36Q: 3 clusters Score -1632874 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1632873.875000 Penalty: 2873.926514
	Iteration 37Q: 3 clusters Score -1632874 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1632880.750000 Penalty: 2873.926514
	Iteration 38Q: 3 clusters Score -1632881 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1632883.875000 Penalty: 2873.926514
	Iteration 39Q: 3 clusters Score -1632884 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1632888.000000 Penalty: 2873.926514
	Iteration 40F: 3 clusters Score -1632888 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1632896.000000 Penalty: 2873.926514
	Iteration 41Q: 3 clusters Score -1632896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1632902.875000 Penalty: 2873.926514
	Iteration 42Q: 3 clusters Score -1632903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1632906.875000 Penalty: 2873.926514
	Iteration 43Q: 3 clusters Score -1632907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1632909.875000 Penalty: 2873.926514
	Iteration 44Q: 3 clusters Score -1632910 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1632911.375000 Penalty: 2873.926514
	Iteration 45Q: 3 clusters Score -1632911 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1632916.250000 Penalty: 2873.926514
	Iteration 46Q: 3 clusters Score -1632916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1632921.375000 Penalty: 2873.926514
	Iteration 47Q: 3 clusters Score -1632921 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1632926.125000 Penalty: 2873.926514
	Iteration 48Q: 3 clusters Score -1632926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1632929.000000 Penalty: 2873.926514
	Iteration 49Q: 3 clusters Score -1632929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1632933.750000 Penalty: 2873.926514
	Iteration 50Q: 3 clusters Score -1632934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1632938.000000 Penalty: 2873.926514
	Iteration 51Q: 3 clusters Score -1632938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1632936.875000 Penalty: 2873.926514
	Iteration 52Q: 3 clusters Score -1632937 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1632943.375000 Penalty: 2873.926514
	Iteration 53Q: 3 clusters Score -1632943 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1632948.875000 Penalty: 2873.926514
	Iteration 54Q: 3 clusters Score -1632949 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1632955.875000 Penalty: 2873.926514
	Iteration 55Q: 3 clusters Score -1632956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1632958.875000 Penalty: 2873.926514
	Iteration 56Q: 3 clusters Score -1632959 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1632958.625000 Penalty: 2873.926514
	Iteration 57Q: 3 clusters Score -1632959 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1632963.625000 Penalty: 2873.926514
	Iteration 58Q: 3 clusters Score -1632964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1632970.000000 Penalty: 2873.926514
	Iteration 59Q: 3 clusters Score -1632970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1632973.500000 Penalty: 2873.926514
	Iteration 60F: 3 clusters Score -1632974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1632977.250000 Penalty: 2873.926514
	Iteration 61Q: 3 clusters Score -1632977 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1632979.250000 Penalty: 2873.926514
	Iteration 62Q: 3 clusters Score -1632979 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1632983.875000 Penalty: 2873.926514
	Iteration 63Q: 3 clusters Score -1632984 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1632985.125000 Penalty: 2873.926514
	Iteration 64Q: 3 clusters Score -1632985 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1632990.500000 Penalty: 2873.926514
	Iteration 65Q: 3 clusters Score -1632990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1632994.500000 Penalty: 2873.926514
	Iteration 66Q: 3 clusters Score -1632994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1632996.375000 Penalty: 2873.926514
	Iteration 67Q: 3 clusters Score -1632996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1632994.875000 Penalty: 2873.926514
	Iteration 68Q: 3 clusters Score -1632995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1632995.375000 Penalty: 2873.926514
	Iteration 69Q: 3 clusters Score -1632995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1632996.500000 Penalty: 2873.926514
	Iteration 70Q: 3 clusters Score -1632996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1633000.125000 Penalty: 2873.926514
	Iteration 71Q: 3 clusters Score -1633000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1633003.250000 Penalty: 2873.926514
	Iteration 72Q: 3 clusters Score -1633003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1633001.375000 Penalty: 2873.926514
	Iteration 73Q: 3 clusters Score -1633001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1633006.500000 Penalty: 2873.926514
	Iteration 74Q: 3 clusters Score -1633006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1633007.750000 Penalty: 2873.926514
	Iteration 75Q: 3 clusters Score -1633008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1633008.625000 Penalty: 2873.926514
	Iteration 76Q: 3 clusters Score -1633009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1633010.500000 Penalty: 2873.926514
	Iteration 77Q: 3 clusters Score -1633010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1633008.625000 Penalty: 2873.926514
	Iteration 78Q: 3 clusters Score -1633009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1633008.625000 Penalty: 2873.926514
	Iteration 79Q: 3 clusters Score -1633009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1633013.125000 Penalty: 2873.926514
	Iteration 80F: 3 clusters Score -1633013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1633012.500000 Penalty: 2873.926514
	Iteration 81Q: 3 clusters Score -1633012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1633013.000000 Penalty: 2873.926514
	Iteration 82Q: 3 clusters Score -1633013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1633013.000000 Penalty: 2873.926514
	Iteration 83F: 3 clusters Score -1633013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Entering Unmasked Estep 
Score: -301208.406250 Penalty: 1186.559326
	Iteration 0F: 2 clusters Score -301208.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -298849.593750 Penalty: 2373.118652
	Iteration 0F: 3 clusters Score -298849.6 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -299519.437500 Penalty: 2373.118652
	Iteration 1F: 3 clusters Score -299519.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -299678.937500 Penalty: 2373.118652
	Iteration 2F: 3 clusters Score -299678.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -299762.500000 Penalty: 2373.118652
	Iteration 3Q: 3 clusters Score -299762.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -299819.937500 Penalty: 2373.118652
	Iteration 4Q: 3 clusters Score -299819.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -299860.781250 Penalty: 2373.118652
	Iteration 5Q: 3 clusters Score -299860.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -299895.718750 Penalty: 2373.118652
	Iteration 6Q: 3 clusters Score -299895.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -299920.125000 Penalty: 2373.118652
	Iteration 7Q: 3 clusters Score -299920.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -299935.906250 Penalty: 2373.118652
	Iteration 8Q: 3 clusters Score -299935.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -299951.156250 Penalty: 2373.118652
	Iteration 9Q: 3 clusters Score -299951.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -299968.500000 Penalty: 2373.118652
	Iteration 10Q: 3 clusters Score -299968.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -299985.781250 Penalty: 2373.118652
	Iteration 11Q: 3 clusters Score -299985.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -299997.468750 Penalty: 2373.118652
	Iteration 12Q: 3 clusters Score -299997.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -300007.312500 Penalty: 2373.118652
	Iteration 13Q: 3 clusters Score -300007.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -300012.562500 Penalty: 2373.118652
	Iteration 14Q: 3 clusters Score -300012.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -300017.968750 Penalty: 2373.118652
	Iteration 15Q: 3 clusters Score -300018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -300020.750000 Penalty: 2373.118652
	Iteration 16Q: 3 clusters Score -300020.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -300022.968750 Penalty: 2373.118652
	Iteration 17Q: 3 clusters Score -300023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -300026.718750 Penalty: 2373.118652
	Iteration 18Q: 3 clusters Score -300026.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -300027.843750 Penalty: 2373.118652
	Iteration 19Q: 3 clusters Score -300027.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -300029.343750 Penalty: 2373.118652
	Iteration 20F: 3 clusters Score -300029.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -300032.125000 Penalty: 2373.118652
	Iteration 21Q: 3 clusters Score -300032.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -300035.437500 Penalty: 2373.118652
	Iteration 22Q: 3 clusters Score -300035.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -300039.187500 Penalty: 2373.118652
	Iteration 23Q: 3 clusters Score -300039.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -300041.937500 Penalty: 2373.118652
	Iteration 24Q: 3 clusters Score -300041.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -300044.812500 Penalty: 2373.118652
	Iteration 25Q: 3 clusters Score -300044.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -300049.312500 Penalty: 2373.118652
	Iteration 26Q: 3 clusters Score -300049.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -300053.187500 Penalty: 2373.118652
	Iteration 27Q: 3 clusters Score -300053.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -300058.500000 Penalty: 2373.118652
	Iteration 28Q: 3 clusters Score -300058.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -300062.406250 Penalty: 2373.118652
	Iteration 29Q: 3 clusters Score -300062.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -300067.437500 Penalty: 2373.118652
	Iteration 30Q: 3 clusters Score -300067.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -300071.343750 Penalty: 2373.118652
	Iteration 31Q: 3 clusters Score -300071.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -300077.718750 Penalty: 2373.118652
	Iteration 32Q: 3 clusters Score -300077.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -300081.031250 Penalty: 2373.118652
	Iteration 33Q: 3 clusters Score -300081 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -300085.625000 Penalty: 2373.118652
	Iteration 34Q: 3 clusters Score -300085.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -300090.875000 Penalty: 2373.118652
	Iteration 35Q: 3 clusters Score -300090.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -300097.375000 Penalty: 2373.118652
	Iteration 36Q: 3 clusters Score -300097.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -300104.562500 Penalty: 2373.118652
	Iteration 37Q: 3 clusters Score -300104.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -300110.375000 Penalty: 2373.118652
	Iteration 38Q: 3 clusters Score -300110.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -300115.593750 Penalty: 2373.118652
	Iteration 39Q: 3 clusters Score -300115.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -300120.875000 Penalty: 2373.118652
	Iteration 40F: 3 clusters Score -300120.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -300123.812500 Penalty: 2373.118652
	Iteration 41Q: 3 clusters Score -300123.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -300127.468750 Penalty: 2373.118652
	Iteration 42Q: 3 clusters Score -300127.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -300132.843750 Penalty: 2373.118652
	Iteration 43Q: 3 clusters Score -300132.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -300137.375000 Penalty: 2373.118652
	Iteration 44Q: 3 clusters Score -300137.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -300140.000000 Penalty: 2373.118652
	Iteration 45Q: 3 clusters Score -300140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -300142.125000 Penalty: 2373.118652
	Iteration 46Q: 3 clusters Score -300142.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -300144.593750 Penalty: 2373.118652
	Iteration 47Q: 3 clusters Score -300144.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -300147.187500 Penalty: 2373.118652
	Iteration 48Q: 3 clusters Score -300147.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -300149.218750 Penalty: 2373.118652
	Iteration 49Q: 3 clusters Score -300149.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -300151.968750 Penalty: 2373.118652
	Iteration 50Q: 3 clusters Score -300152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -300153.531250 Penalty: 2373.118652
	Iteration 51Q: 3 clusters Score -300153.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -300155.500000 Penalty: 2373.118652
	Iteration 52Q: 3 clusters Score -300155.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -300156.437500 Penalty: 2373.118652
	Iteration 53Q: 3 clusters Score -300156.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -300157.031250 Penalty: 2373.118652
	Iteration 54Q: 3 clusters Score -300157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -300158.531250 Penalty: 2373.118652
	Iteration 55Q: 3 clusters Score -300158.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -300160.468750 Penalty: 2373.118652
	Iteration 56Q: 3 clusters Score -300160.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -300161.312500 Penalty: 2373.118652
	Iteration 57Q: 3 clusters Score -300161.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -300162.781250 Penalty: 2373.118652
	Iteration 58Q: 3 clusters Score -300162.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -300162.812500 Penalty: 2373.118652
	Iteration 59Q: 3 clusters Score -300162.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -300163.312500 Penalty: 2373.118652
	Iteration 60F: 3 clusters Score -300163.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -300163.750000 Penalty: 2373.118652
	Iteration 61Q: 3 clusters Score -300163.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -300163.750000 Penalty: 2373.118652
	Iteration 62F: 3 clusters Score -300163.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Entering Unmasked Estep 
Score: -237196.421875 Penalty: 1169.193237
	Iteration 0F: 2 clusters Score -237196.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -235062.937500 Penalty: 2338.386475
	Iteration 0F: 3 clusters Score -235062.9 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -235665.859375 Penalty: 2338.386475
	Iteration 1F: 3 clusters Score -235665.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -235837.890625 Penalty: 2338.386475
	Iteration 2F: 3 clusters Score -235837.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -235945.625000 Penalty: 2338.386475
	Iteration 3Q: 3 clusters Score -235945.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -236024.609375 Penalty: 2338.386475
	Iteration 4Q: 3 clusters Score -236024.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -236101.359375 Penalty: 2338.386475
	Iteration 5Q: 3 clusters Score -236101.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -236160.500000 Penalty: 2338.386475
	Iteration 6Q: 3 clusters Score -236160.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -236206.671875 Penalty: 2338.386475
	Iteration 7Q: 3 clusters Score -236206.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -236244.156250 Penalty: 2338.386475
	Iteration 8Q: 3 clusters Score -236244.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -236289.390625 Penalty: 2338.386475
	Iteration 9Q: 3 clusters Score -236289.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -236339.390625 Penalty: 2338.386475
	Iteration 10Q: 3 clusters Score -236339.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -236372.750000 Penalty: 2338.386475
	Iteration 11Q: 3 clusters Score -236372.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -236403.781250 Penalty: 2338.386475
	Iteration 12Q: 3 clusters Score -236403.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -236429.718750 Penalty: 2338.386475
	Iteration 13Q: 3 clusters Score -236429.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -236449.031250 Penalty: 2338.386475
	Iteration 14Q: 3 clusters Score -236449 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -236464.890625 Penalty: 2338.386475
	Iteration 15Q: 3 clusters Score -236464.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -236478.984375 Penalty: 2338.386475
	Iteration 16Q: 3 clusters Score -236479 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -236489.593750 Penalty: 2338.386475
	Iteration 17Q: 3 clusters Score -236489.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -236496.515625 Penalty: 2338.386475
	Iteration 18Q: 3 clusters Score -236496.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -236504.375000 Penalty: 2338.386475
	Iteration 19Q: 3 clusters Score -236504.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -236515.140625 Penalty: 2338.386475
	Iteration 20F: 3 clusters Score -236515.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -236528.515625 Penalty: 2338.386475
	Iteration 21Q: 3 clusters Score -236528.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -236542.968750 Penalty: 2338.386475
	Iteration 22Q: 3 clusters Score -236543 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -236553.468750 Penalty: 2338.386475
	Iteration 23Q: 3 clusters Score -236553.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -236563.781250 Penalty: 2338.386475
	Iteration 24Q: 3 clusters Score -236563.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -236573.156250 Penalty: 2338.386475
	Iteration 25Q: 3 clusters Score -236573.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -236583.250000 Penalty: 2338.386475
	Iteration 26Q: 3 clusters Score -236583.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -236596.359375 Penalty: 2338.386475
	Iteration 27Q: 3 clusters Score -236596.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -236605.718750 Penalty: 2338.386475
	Iteration 28Q: 3 clusters Score -236605.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -236609.421875 Penalty: 2338.386475
	Iteration 29Q: 3 clusters Score -236609.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -236612.328125 Penalty: 2338.386475
	Iteration 30Q: 3 clusters Score -236612.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -236614.765625 Penalty: 2338.386475
	Iteration 31Q: 3 clusters Score -236614.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -236616.656250 Penalty: 2338.386475
	Iteration 32Q: 3 clusters Score -236616.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -236617.984375 Penalty: 2338.386475
	Iteration 33Q: 3 clusters Score -236618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -236620.218750 Penalty: 2338.386475
	Iteration 34Q: 3 clusters Score -236620.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -236622.125000 Penalty: 2338.386475
	Iteration 35Q: 3 clusters Score -236622.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -236626.828125 Penalty: 2338.386475
	Iteration 36Q: 3 clusters Score -236626.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -236631.265625 Penalty: 2338.386475
	Iteration 37Q: 3 clusters Score -236631.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -236635.703125 Penalty: 2338.386475
	Iteration 38Q: 3 clusters Score -236635.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -236638.484375 Penalty: 2338.386475
	Iteration 39Q: 3 clusters Score -236638.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -236640.203125 Penalty: 2338.386475
	Iteration 40F: 3 clusters Score -236640.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -236648.640625 Penalty: 2338.386475
	Iteration 41Q: 3 clusters Score -236648.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -236650.718750 Penalty: 2338.386475
	Iteration 42Q: 3 clusters Score -236650.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -236652.750000 Penalty: 2338.386475
	Iteration 43Q: 3 clusters Score -236652.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -236653.265625 Penalty: 2338.386475
	Iteration 44Q: 3 clusters Score -236653.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -236653.921875 Penalty: 2338.386475
	Iteration 45Q: 3 clusters Score -236653.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -236654.406250 Penalty: 2338.386475
	Iteration 46Q: 3 clusters Score -236654.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -236655.015625 Penalty: 2338.386475
	Iteration 47Q: 3 clusters Score -236655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -236655.015625 Penalty: 2338.386475
	Iteration 48F: 3 clusters Score -236655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (5084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Entering Unmasked Estep 
Score: -530951.625000 Penalty: 1269.837402
	Iteration 0F: 2 clusters Score -530951.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -527177.312500 Penalty: 2539.674805
	Iteration 0F: 3 clusters Score -527177.3 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -528278.187500 Penalty: 2539.674805
	Iteration 1F: 3 clusters Score -528278.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -528500.125000 Penalty: 2539.674805
	Iteration 2F: 3 clusters Score -528500.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -528654.375000 Penalty: 2539.674805
	Iteration 3F: 3 clusters Score -528654.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -528772.375000 Penalty: 2539.674805
	Iteration 4Q: 3 clusters Score -528772.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -528880.500000 Penalty: 2539.674805
	Iteration 5Q: 3 clusters Score -528880.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -528953.562500 Penalty: 2539.674805
	Iteration 6Q: 3 clusters Score -528953.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -529023.375000 Penalty: 2539.674805
	Iteration 7Q: 3 clusters Score -529023.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -529099.250000 Penalty: 2539.674805
	Iteration 8Q: 3 clusters Score -529099.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -529174.437500 Penalty: 2539.674805
	Iteration 9Q: 3 clusters Score -529174.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -529237.125000 Penalty: 2539.674805
	Iteration 10Q: 3 clusters Score -529237.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -529300.625000 Penalty: 2539.674805
	Iteration 11Q: 3 clusters Score -529300.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -529355.000000 Penalty: 2539.674805
	Iteration 12Q: 3 clusters Score -529355 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -529400.687500 Penalty: 2539.674805
	Iteration 13Q: 3 clusters Score -529400.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -529445.812500 Penalty: 2539.674805
	Iteration 14Q: 3 clusters Score -529445.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -529491.500000 Penalty: 2539.674805
	Iteration 15Q: 3 clusters Score -529491.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -529537.937500 Penalty: 2539.674805
	Iteration 16Q: 3 clusters Score -529537.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -529592.687500 Penalty: 2539.674805
	Iteration 17Q: 3 clusters Score -529592.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -529651.437500 Penalty: 2539.674805
	Iteration 18Q: 3 clusters Score -529651.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -529698.812500 Penalty: 2539.674805
	Iteration 19Q: 3 clusters Score -529698.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -529743.000000 Penalty: 2539.674805
	Iteration 20F: 3 clusters Score -529743 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -529781.562500 Penalty: 2539.674805
	Iteration 21Q: 3 clusters Score -529781.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -529811.250000 Penalty: 2539.674805
	Iteration 22Q: 3 clusters Score -529811.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -529847.312500 Penalty: 2539.674805
	Iteration 23Q: 3 clusters Score -529847.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -529890.312500 Penalty: 2539.674805
	Iteration 24Q: 3 clusters Score -529890.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -529916.000000 Penalty: 2539.674805
	Iteration 25Q: 3 clusters Score -529916 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -529940.500000 Penalty: 2539.674805
	Iteration 26Q: 3 clusters Score -529940.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -529951.250000 Penalty: 2539.674805
	Iteration 27Q: 3 clusters Score -529951.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -529959.875000 Penalty: 2539.674805
	Iteration 28Q: 3 clusters Score -529959.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -529967.687500 Penalty: 2539.674805
	Iteration 29Q: 3 clusters Score -529967.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -529972.187500 Penalty: 2539.674805
	Iteration 30Q: 3 clusters Score -529972.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -529977.875000 Penalty: 2539.674805
	Iteration 31Q: 3 clusters Score -529977.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -529982.562500 Penalty: 2539.674805
	Iteration 32Q: 3 clusters Score -529982.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -529987.687500 Penalty: 2539.674805
	Iteration 33Q: 3 clusters Score -529987.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -529995.375000 Penalty: 2539.674805
	Iteration 34Q: 3 clusters Score -529995.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -530005.875000 Penalty: 2539.674805
	Iteration 35Q: 3 clusters Score -530005.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -530017.312500 Penalty: 2539.674805
	Iteration 36Q: 3 clusters Score -530017.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -530027.562500 Penalty: 2539.674805
	Iteration 37Q: 3 clusters Score -530027.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -530033.125000 Penalty: 2539.674805
	Iteration 38Q: 3 clusters Score -530033.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -530039.875000 Penalty: 2539.674805
	Iteration 39Q: 3 clusters Score -530039.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -530045.687500 Penalty: 2539.674805
	Iteration 40F: 3 clusters Score -530045.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -530048.062500 Penalty: 2539.674805
	Iteration 41Q: 3 clusters Score -530048.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -530048.062500 Penalty: 2539.674805
	Iteration 42F: 3 clusters Score -530048.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Entering Unmasked Estep 
Score: -172955.453125 Penalty: 1128.159912
	Iteration 0F: 2 clusters Score -172955.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -171126.218750 Penalty: 2256.319824
	Iteration 0F: 3 clusters Score -171126.2 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -171587.875000 Penalty: 2256.319824
	Iteration 1F: 3 clusters Score -171587.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -171715.546875 Penalty: 2256.319824
	Iteration 2F: 3 clusters Score -171715.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -171767.843750 Penalty: 2256.319824
	Iteration 3Q: 3 clusters Score -171767.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -171811.218750 Penalty: 2256.319824
	Iteration 4Q: 3 clusters Score -171811.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -171853.703125 Penalty: 2256.319824
	Iteration 5Q: 3 clusters Score -171853.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -171890.156250 Penalty: 2256.319824
	Iteration 6Q: 3 clusters Score -171890.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -171922.437500 Penalty: 2256.319824
	Iteration 7Q: 3 clusters Score -171922.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -171950.906250 Penalty: 2256.319824
	Iteration 8Q: 3 clusters Score -171950.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -171986.250000 Penalty: 2256.319824
	Iteration 9Q: 3 clusters Score -171986.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -172013.796875 Penalty: 2256.319824
	Iteration 10Q: 3 clusters Score -172013.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -172035.390625 Penalty: 2256.319824
	Iteration 11Q: 3 clusters Score -172035.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -172056.781250 Penalty: 2256.319824
	Iteration 12Q: 3 clusters Score -172056.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -172068.218750 Penalty: 2256.319824
	Iteration 13Q: 3 clusters Score -172068.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -172084.218750 Penalty: 2256.319824
	Iteration 14Q: 3 clusters Score -172084.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -172096.796875 Penalty: 2256.319824
	Iteration 15Q: 3 clusters Score -172096.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -172104.890625 Penalty: 2256.319824
	Iteration 16Q: 3 clusters Score -172104.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -172108.203125 Penalty: 2256.319824
	Iteration 17Q: 3 clusters Score -172108.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -172111.968750 Penalty: 2256.319824
	Iteration 18Q: 3 clusters Score -172112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -172118.250000 Penalty: 2256.319824
	Iteration 19Q: 3 clusters Score -172118.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -172125.218750 Penalty: 2256.319824
	Iteration 20F: 3 clusters Score -172125.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -172130.453125 Penalty: 2256.319824
	Iteration 21Q: 3 clusters Score -172130.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -172136.875000 Penalty: 2256.319824
	Iteration 22Q: 3 clusters Score -172136.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -172142.781250 Penalty: 2256.319824
	Iteration 23Q: 3 clusters Score -172142.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -172145.718750 Penalty: 2256.319824
	Iteration 24Q: 3 clusters Score -172145.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -172149.578125 Penalty: 2256.319824
	Iteration 25Q: 3 clusters Score -172149.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -172153.500000 Penalty: 2256.319824
	Iteration 26Q: 3 clusters Score -172153.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -172157.859375 Penalty: 2256.319824
	Iteration 27Q: 3 clusters Score -172157.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -172161.640625 Penalty: 2256.319824
	Iteration 28Q: 3 clusters Score -172161.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -172161.656250 Penalty: 2256.319824
	Iteration 29Q: 3 clusters Score -172161.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -172161.656250 Penalty: 2256.319824
	Iteration 30F: 3 clusters Score -172161.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Entering Unmasked Estep 
Score: -146809.765625 Penalty: 1066.684692
	Iteration 0F: 2 clusters Score -146809.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -145344.875000 Penalty: 2133.369385
	Iteration 0F: 3 clusters Score -145344.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -145705.171875 Penalty: 2133.369385
	Iteration 1F: 3 clusters Score -145705.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -145828.171875 Penalty: 2133.369385
	Iteration 2F: 3 clusters Score -145828.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -145877.640625 Penalty: 2133.369385
	Iteration 3Q: 3 clusters Score -145877.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -145913.890625 Penalty: 2133.369385
	Iteration 4Q: 3 clusters Score -145913.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -145929.781250 Penalty: 2133.369385
	Iteration 5Q: 3 clusters Score -145929.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -145941.796875 Penalty: 2133.369385
	Iteration 6Q: 3 clusters Score -145941.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -145962.375000 Penalty: 2133.369385
	Iteration 7Q: 3 clusters Score -145962.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -145975.796875 Penalty: 2133.369385
	Iteration 8Q: 3 clusters Score -145975.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -145986.890625 Penalty: 2133.369385
	Iteration 9Q: 3 clusters Score -145986.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -145991.890625 Penalty: 2133.369385
	Iteration 10Q: 3 clusters Score -145991.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -145996.734375 Penalty: 2133.369385
	Iteration 11Q: 3 clusters Score -145996.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -145998.781250 Penalty: 2133.369385
	Iteration 12Q: 3 clusters Score -145998.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -145998.781250 Penalty: 2133.369385
	Iteration 13F: 3 clusters Score -145998.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (10917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Entering Unmasked Estep 
Score: -1055207.500000 Penalty: 1383.553833
	Iteration 0F: 2 clusters Score -1055208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1047877.625000 Penalty: 2767.107666
	Iteration 0F: 3 clusters Score -1047878 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1050191.625000 Penalty: 2767.107666
	Iteration 1F: 3 clusters Score -1050192 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1050561.625000 Penalty: 2767.107666
	Iteration 2F: 3 clusters Score -1050562 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1050866.750000 Penalty: 2767.107666
	Iteration 3F: 3 clusters Score -1050867 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1051157.375000 Penalty: 2767.107666
	Iteration 4F: 3 clusters Score -1051157 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1051505.000000 Penalty: 2767.107666
	Iteration 5Q: 3 clusters Score -1051505 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1051941.625000 Penalty: 2767.107666
	Iteration 6F: 3 clusters Score -1051942 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1052429.500000 Penalty: 2767.107666
	Iteration 7F: 3 clusters Score -1052430 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1052883.375000 Penalty: 2767.107666
	Iteration 8F: 3 clusters Score -1052883 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1053292.875000 Penalty: 2767.107666
	Iteration 9Q: 3 clusters Score -1053293 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1053616.250000 Penalty: 2767.107666
	Iteration 10Q: 3 clusters Score -1053616 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1053816.250000 Penalty: 2767.107666
	Iteration 11Q: 3 clusters Score -1053816 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1053953.625000 Penalty: 2767.107666
	Iteration 12Q: 3 clusters Score -1053954 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1054059.375000 Penalty: 2767.107666
	Iteration 13Q: 3 clusters Score -1054059 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1054129.125000 Penalty: 2767.107666
	Iteration 14Q: 3 clusters Score -1054129 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1054183.375000 Penalty: 2767.107666
	Iteration 15Q: 3 clusters Score -1054183 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1054230.500000 Penalty: 2767.107666
	Iteration 16Q: 3 clusters Score -1054230 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1054260.750000 Penalty: 2767.107666
	Iteration 17Q: 3 clusters Score -1054261 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1054284.250000 Penalty: 2767.107666
	Iteration 18Q: 3 clusters Score -1054284 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1054306.000000 Penalty: 2767.107666
	Iteration 19Q: 3 clusters Score -1054306 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1054321.125000 Penalty: 2767.107666
	Iteration 20F: 3 clusters Score -1054321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1054330.375000 Penalty: 2767.107666
	Iteration 21Q: 3 clusters Score -1054330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1054338.625000 Penalty: 2767.107666
	Iteration 22Q: 3 clusters Score -1054339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1054342.375000 Penalty: 2767.107666
	Iteration 23Q: 3 clusters Score -1054342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1054347.875000 Penalty: 2767.107666
	Iteration 24Q: 3 clusters Score -1054348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1054351.375000 Penalty: 2767.107666
	Iteration 25Q: 3 clusters Score -1054351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1054354.250000 Penalty: 2767.107666
	Iteration 26Q: 3 clusters Score -1054354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1054355.625000 Penalty: 2767.107666
	Iteration 27Q: 3 clusters Score -1054356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1054354.500000 Penalty: 2767.107666
	Iteration 28Q: 3 clusters Score -1054354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1054354.500000 Penalty: 2767.107666
	Iteration 29F: 3 clusters Score -1054354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (1670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Entering Unmasked Estep 
Score: -156628.343750 Penalty: 1104.182129
	Iteration 0F: 2 clusters Score -156628.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -154948.453125 Penalty: 2208.364258
	Iteration 0F: 3 clusters Score -154948.5 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -155341.359375 Penalty: 2208.364258
	Iteration 1F: 3 clusters Score -155341.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -155457.109375 Penalty: 2208.364258
	Iteration 2F: 3 clusters Score -155457.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -155512.078125 Penalty: 2208.364258
	Iteration 3Q: 3 clusters Score -155512.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -155556.062500 Penalty: 2208.364258
	Iteration 4Q: 3 clusters Score -155556.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -155580.546875 Penalty: 2208.364258
	Iteration 5Q: 3 clusters Score -155580.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -155601.406250 Penalty: 2208.364258
	Iteration 6Q: 3 clusters Score -155601.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -155619.828125 Penalty: 2208.364258
	Iteration 7Q: 3 clusters Score -155619.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -155637.031250 Penalty: 2208.364258
	Iteration 8Q: 3 clusters Score -155637 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -155644.625000 Penalty: 2208.364258
	Iteration 9Q: 3 clusters Score -155644.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -155649.609375 Penalty: 2208.364258
	Iteration 10Q: 3 clusters Score -155649.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -155654.500000 Penalty: 2208.364258
	Iteration 11Q: 3 clusters Score -155654.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -155659.171875 Penalty: 2208.364258
	Iteration 12Q: 3 clusters Score -155659.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -155664.218750 Penalty: 2208.364258
	Iteration 13Q: 3 clusters Score -155664.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -155673.984375 Penalty: 2208.364258
	Iteration 14Q: 3 clusters Score -155674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -155679.796875 Penalty: 2208.364258
	Iteration 15Q: 3 clusters Score -155679.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -155684.453125 Penalty: 2208.364258
	Iteration 16Q: 3 clusters Score -155684.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -155688.046875 Penalty: 2208.364258
	Iteration 17Q: 3 clusters Score -155688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -155692.281250 Penalty: 2208.364258
	Iteration 18Q: 3 clusters Score -155692.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -155694.968750 Penalty: 2208.364258
	Iteration 19Q: 3 clusters Score -155695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -155696.812500 Penalty: 2208.364258
	Iteration 20F: 3 clusters Score -155696.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -155701.437500 Penalty: 2208.364258
	Iteration 21Q: 3 clusters Score -155701.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -155703.484375 Penalty: 2208.364258
	Iteration 22Q: 3 clusters Score -155703.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -155705.125000 Penalty: 2208.364258
	Iteration 23Q: 3 clusters Score -155705.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -155707.687500 Penalty: 2208.364258
	Iteration 24Q: 3 clusters Score -155707.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -155709.203125 Penalty: 2208.364258
	Iteration 25Q: 3 clusters Score -155709.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -155711.031250 Penalty: 2208.364258
	Iteration 26Q: 3 clusters Score -155711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -155713.437500 Penalty: 2208.364258
	Iteration 27Q: 3 clusters Score -155713.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -155715.156250 Penalty: 2208.364258
	Iteration 28Q: 3 clusters Score -155715.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -155715.156250 Penalty: 2208.364258
	Iteration 29F: 3 clusters Score -155715.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (1371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Entering Unmasked Estep 
Score: -137948.968750 Penalty: 1074.826416
	Iteration 0F: 2 clusters Score -137949 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 688 members 
Entering Unmasked Estep 
Score: -136452.593750 Penalty: 2149.652832
	Iteration 0F: 3 clusters Score -136452.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -136768.015625 Penalty: 2149.652832
	Iteration 1F: 3 clusters Score -136768 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -136857.156250 Penalty: 2149.652832
	Iteration 2F: 3 clusters Score -136857.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -136913.906250 Penalty: 2149.652832
	Iteration 3Q: 3 clusters Score -136913.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -136952.859375 Penalty: 2149.652832
	Iteration 4Q: 3 clusters Score -136952.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -136984.906250 Penalty: 2149.652832
	Iteration 5Q: 3 clusters Score -136984.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -136997.281250 Penalty: 2149.652832
	Iteration 6Q: 3 clusters Score -136997.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -137008.531250 Penalty: 2149.652832
	Iteration 7Q: 3 clusters Score -137008.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -137013.421875 Penalty: 2149.652832
	Iteration 8Q: 3 clusters Score -137013.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -137018.750000 Penalty: 2149.652832
	Iteration 9Q: 3 clusters Score -137018.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -137022.921875 Penalty: 2149.652832
	Iteration 10Q: 3 clusters Score -137022.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -137024.343750 Penalty: 2149.652832
	Iteration 11Q: 3 clusters Score -137024.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -137024.343750 Penalty: 2149.652832
	Iteration 12F: 3 clusters Score -137024.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61438 members 
Mstep: Class 2 contains 10346 members 
Mstep: Class 3 contains 6976 members 
Mstep: Class 4 contains 48183 members 
Mstep: Class 5 contains 8459 members 
Mstep: Class 6 contains 11524 members 
Mstep: Class 7 contains 57122 members 
Mstep: Class 8 contains 10604 members 
Mstep: Class 9 contains 11019 members 
Mstep: Class 10 contains 11439 members 
Mstep: Class 11 contains 10287 members 
Mstep: Class 12 contains 7443 members 
Mstep: Class 13 contains 18949 members 
Mstep: Class 14 contains 37791 members 
Mstep: Class 15 contains 16500 members 
Mstep: Class 16 contains 23300 members 
Mstep: Class 17 contains 28625 members 
Mstep: Class 18 contains 19763 members 
Mstep: Class 19 contains 1595 members 
Mstep: Class 20 contains 199482 members 
Mstep: Class 21 contains 12600 members 
Mstep: Class 22 contains 1792 members 
Mstep: Class 23 contains 6445 members 
Mstep: Class 24 contains 995 members 
Mstep: Class 25 contains 36067 members 
Mstep: Class 26 contains 6406 members 
Mstep: Class 27 contains 14776 members 
Mstep: Class 28 contains 20113 members 
Mstep: Class 29 contains 37563 members 
Mstep: Class 30 contains 10732 members 
Mstep: Class 31 contains 9107 members 
Mstep: Class 32 contains 1043 members 
Mstep: Class 33 contains 8013 members 
Mstep: Class 34 contains 4038 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 1593 members 
Mstep: Class 37 contains 4215 members 
Mstep: Class 38 contains 3370 members 
Mstep: Class 39 contains 33890 members 
Mstep: Class 40 contains 18018 members 
Mstep: Class 41 contains 15631 members 
Mstep: Class 42 contains 2905 members 
Mstep: Class 43 contains 2585 members 
Mstep: Class 44 contains 5084 members 
Mstep: Class 45 contains 1962 members 
Mstep: Class 46 contains 1298 members 
Mstep: Class 47 contains 10917 members 
Mstep: Class 48 contains 1670 members 
Mstep: Class 49 contains 1371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88128280.000000 Penalty: 104041.984375
Iteration 239Q: 52 clusters Score -8.812828e+07 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61443 members 
Mstep: Class 2 contains 10349 members 
Mstep: Class 3 contains 6976 members 
Mstep: Class 4 contains 48188 members 
Mstep: Class 5 contains 8450 members 
Mstep: Class 6 contains 11524 members 
Mstep: Class 7 contains 57308 members 
Mstep: Class 8 contains 10604 members 
Mstep: Class 9 contains 11019 members 
Mstep: Class 10 contains 11439 members 
Mstep: Class 11 contains 10287 members 
Mstep: Class 12 contains 7445 members 
Mstep: Class 13 contains 18950 members 
Mstep: Class 14 contains 37790 members 
Mstep: Class 15 contains 16500 members 
Mstep: Class 16 contains 23356 members 
Mstep: Class 17 contains 28608 members 
Mstep: Class 18 contains 19759 members 
Mstep: Class 19 contains 1570 members 
Mstep: Class 20 contains 200548 members 
Mstep: Class 21 contains 12478 members 
Mstep: Class 22 contains 1791 members 
Mstep: Class 23 contains 6457 members 
Mstep: Class 24 contains 1172 members 
Mstep: Class 25 contains 36113 members 
Mstep: Class 26 contains 6406 members 
Mstep: Class 27 contains 14779 members 
Mstep: Class 28 contains 20108 members 
Mstep: Class 29 contains 37564 members 
Mstep: Class 30 contains 10731 members 
Mstep: Class 31 contains 9117 members 
Mstep: Class 32 contains 1044 members 
Mstep: Class 33 contains 8013 members 
Mstep: Class 34 contains 4031 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 1593 members 
Mstep: Class 37 contains 4183 members 
Mstep: Class 38 contains 3376 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 18018 members 
Mstep: Class 41 contains 15631 members 
Mstep: Class 42 contains 2905 members 
Mstep: Class 43 contains 2587 members 
Mstep: Class 44 contains 5084 members 
Mstep: Class 45 contains 1966 members 
Mstep: Class 46 contains 1298 members 
Mstep: Class 47 contains 10935 members 
Mstep: Class 48 contains 1676 members 
Mstep: Class 49 contains 1372 members 
Mstep: Class 50 contains 22146 members 
Mstep: Class 51 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88129392.000000 Penalty: 104041.984375
Iteration 240F: 52 clusters Score -8.812939e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61442 members 
Mstep: Class 2 contains 10346 members 
Mstep: Class 3 contains 6976 members 
Mstep: Class 4 contains 48172 members 
Mstep: Class 5 contains 8433 members 
Mstep: Class 6 contains 11526 members 
Mstep: Class 7 contains 57237 members 
Mstep: Class 8 contains 10604 members 
Mstep: Class 9 contains 11018 members 
Mstep: Class 10 contains 11439 members 
Mstep: Class 11 contains 10287 members 
Mstep: Class 12 contains 7448 members 
Mstep: Class 13 contains 18951 members 
Mstep: Class 14 contains 37788 members 
Mstep: Class 15 contains 16500 members 
Mstep: Class 16 contains 23204 members 
Mstep: Class 17 contains 28587 members 
Mstep: Class 18 contains 19756 members 
Mstep: Class 19 contains 1546 members 
Mstep: Class 20 contains 200789 members 
Mstep: Class 21 contains 12364 members 
Mstep: Class 22 contains 1785 members 
Mstep: Class 23 contains 6457 members 
Mstep: Class 24 contains 1296 members 
Mstep: Class 25 contains 36158 members 
Mstep: Class 26 contains 6406 members 
Mstep: Class 27 contains 14780 members 
Mstep: Class 28 contains 20100 members 
Mstep: Class 29 contains 37565 members 
Mstep: Class 30 contains 10731 members 
Mstep: Class 31 contains 9118 members 
Mstep: Class 32 contains 1037 members 
Mstep: Class 33 contains 8009 members 
Mstep: Class 34 contains 4026 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 1592 members 
Mstep: Class 37 contains 4170 members 
Mstep: Class 38 contains 3370 members 
Mstep: Class 39 contains 33915 members 
Mstep: Class 40 contains 18018 members 
Mstep: Class 41 contains 15631 members 
Mstep: Class 42 contains 2905 members 
Mstep: Class 43 contains 2584 members 
Mstep: Class 44 contains 5085 members 
Mstep: Class 45 contains 1954 members 
Mstep: Class 46 contains 1298 members 
Mstep: Class 47 contains 10955 members 
Mstep: Class 48 contains 1676 members 
Mstep: Class 49 contains 1372 members 
Mstep: Class 50 contains 22216 members 
Mstep: Class 51 contains 880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88129944.000000 Penalty: 104041.984375
Iteration 241Q: 52 clusters Score -8.812994e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61442 members 
Mstep: Class 2 contains 10349 members 
Mstep: Class 3 contains 6976 members 
Mstep: Class 4 contains 48156 members 
Mstep: Class 5 contains 8414 members 
Mstep: Class 6 contains 11532 members 
Mstep: Class 7 contains 57160 members 
Mstep: Class 8 contains 10603 members 
Mstep: Class 9 contains 11018 members 
Mstep: Class 10 contains 11439 members 
Mstep: Class 11 contains 10287 members 
Mstep: Class 12 contains 7449 members 
Mstep: Class 13 contains 18949 members 
Mstep: Class 14 contains 37793 members 
Mstep: Class 15 contains 16496 members 
Mstep: Class 16 contains 23138 members 
Mstep: Class 17 contains 28557 members 
Mstep: Class 18 contains 19752 members 
Mstep: Class 19 contains 1531 members 
Mstep: Class 20 contains 201005 members 
Mstep: Class 21 contains 12302 members 
Mstep: Class 22 contains 1777 members 
Mstep: Class 23 contains 6451 members 
Mstep: Class 24 contains 1398 members 
Mstep: Class 25 contains 36188 members 
Mstep: Class 26 contains 6406 members 
Mstep: Class 27 contains 14781 members 
Mstep: Class 28 contains 20086 members 
Mstep: Class 29 contains 37569 members 
Mstep: Class 30 contains 10734 members 
Mstep: Class 31 contains 9118 members 
Mstep: Class 32 contains 1034 members 
Mstep: Class 33 contains 8009 members 
Mstep: Class 34 contains 4028 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 1591 members 
Mstep: Class 37 contains 4162 members 
Mstep: Class 38 contains 3372 members 
Mstep: Class 39 contains 33874 members 
Mstep: Class 40 contains 18018 members 
Mstep: Class 41 contains 15631 members 
Mstep: Class 42 contains 2905 members 
Mstep: Class 43 contains 2583 members 
Mstep: Class 44 contains 5086 members 
Mstep: Class 45 contains 1946 members 
Mstep: Class 46 contains 1298 members 
Mstep: Class 47 contains 10989 members 
Mstep: Class 48 contains 1685 members 
Mstep: Class 49 contains 1373 members 
Mstep: Class 50 contains 22159 members 
Mstep: Class 51 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88129920.000000 Penalty: 104041.984375
Iteration 242Q: 52 clusters Score -8.812992e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61457 members 
Mstep: Class 2 contains 10353 members 
Mstep: Class 3 contains 6976 members 
Mstep: Class 4 contains 48140 members 
Mstep: Class 5 contains 8391 members 
Mstep: Class 6 contains 11531 members 
Mstep: Class 7 contains 57093 members 
Mstep: Class 8 contains 10601 members 
Mstep: Class 9 contains 11018 members 
Mstep: Class 10 contains 11438 members 
Mstep: Class 11 contains 10287 members 
Mstep: Class 12 contains 7447 members 
Mstep: Class 13 contains 18946 members 
Mstep: Class 14 contains 37794 members 
Mstep: Class 15 contains 16496 members 
Mstep: Class 16 contains 23084 members 
Mstep: Class 17 contains 28547 members 
Mstep: Class 18 contains 19749 members 
Mstep: Class 19 contains 1526 members 
Mstep: Class 20 contains 201181 members 
Mstep: Class 21 contains 12259 members 
Mstep: Class 22 contains 1776 members 
Mstep: Class 23 contains 6451 members 
Mstep: Class 24 contains 1466 members 
Mstep: Class 25 contains 36219 members 
Mstep: Class 26 contains 6405 members 
Mstep: Class 27 contains 14784 members 
Mstep: Class 28 contains 20077 members 
Mstep: Class 29 contains 37568 members 
Mstep: Class 30 contains 10736 members 
Mstep: Class 31 contains 9115 members 
Mstep: Class 32 contains 1032 members 
Mstep: Class 33 contains 8009 members 
Mstep: Class 34 contains 4029 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 1592 members 
Mstep: Class 37 contains 4157 members 
Mstep: Class 38 contains 3376 members 
Mstep: Class 39 contains 33858 members 
Mstep: Class 40 contains 18018 members 
Mstep: Class 41 contains 15631 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2584 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1945 members 
Mstep: Class 46 contains 1299 members 
Mstep: Class 47 contains 11018 members 
Mstep: Class 48 contains 1696 members 
Mstep: Class 49 contains 1373 members 
Mstep: Class 50 contains 22076 members 
Mstep: Class 51 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130112.000000 Penalty: 104041.984375
Iteration 243Q: 52 clusters Score -8.813011e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61461 members 
Mstep: Class 2 contains 10358 members 
Mstep: Class 3 contains 6976 members 
Mstep: Class 4 contains 48129 members 
Mstep: Class 5 contains 8375 members 
Mstep: Class 6 contains 11530 members 
Mstep: Class 7 contains 57031 members 
Mstep: Class 8 contains 10598 members 
Mstep: Class 9 contains 11017 members 
Mstep: Class 10 contains 11438 members 
Mstep: Class 11 contains 10287 members 
Mstep: Class 12 contains 7446 members 
Mstep: Class 13 contains 18945 members 
Mstep: Class 14 contains 37793 members 
Mstep: Class 15 contains 16495 members 
Mstep: Class 16 contains 23048 members 
Mstep: Class 17 contains 28539 members 
Mstep: Class 18 contains 19750 members 
Mstep: Class 19 contains 1522 members 
Mstep: Class 20 contains 201321 members 
Mstep: Class 21 contains 12245 members 
Mstep: Class 22 contains 1778 members 
Mstep: Class 23 contains 6446 members 
Mstep: Class 24 contains 1518 members 
Mstep: Class 25 contains 36255 members 
Mstep: Class 26 contains 6404 members 
Mstep: Class 27 contains 14789 members 
Mstep: Class 28 contains 20063 members 
Mstep: Class 29 contains 37567 members 
Mstep: Class 30 contains 10738 members 
Mstep: Class 31 contains 9114 members 
Mstep: Class 32 contains 1027 members 
Mstep: Class 33 contains 8009 members 
Mstep: Class 34 contains 4029 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 1593 members 
Mstep: Class 37 contains 4154 members 
Mstep: Class 38 contains 3386 members 
Mstep: Class 39 contains 33849 members 
Mstep: Class 40 contains 18018 members 
Mstep: Class 41 contains 15631 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2584 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1945 members 
Mstep: Class 46 contains 1298 members 
Mstep: Class 47 contains 11043 members 
Mstep: Class 48 contains 1705 members 
Mstep: Class 49 contains 1373 members 
Mstep: Class 50 contains 21981 members 
Mstep: Class 51 contains 910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130296.000000 Penalty: 104041.984375
Iteration 244Q: 52 clusters Score -8.81303e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61468 members 
Mstep: Class 2 contains 10364 members 
Mstep: Class 3 contains 6976 members 
Mstep: Class 4 contains 48121 members 
Mstep: Class 5 contains 8363 members 
Mstep: Class 6 contains 11534 members 
Mstep: Class 7 contains 56989 members 
Mstep: Class 8 contains 10590 members 
Mstep: Class 9 contains 11017 members 
Mstep: Class 10 contains 11439 members 
Mstep: Class 11 contains 10287 members 
Mstep: Class 12 contains 7444 members 
Mstep: Class 13 contains 18946 members 
Mstep: Class 14 contains 37795 members 
Mstep: Class 15 contains 16493 members 
Mstep: Class 16 contains 22998 members 
Mstep: Class 17 contains 28530 members 
Mstep: Class 18 contains 19752 members 
Mstep: Class 19 contains 1517 members 
Mstep: Class 20 contains 201467 members 
Mstep: Class 21 contains 12239 members 
Mstep: Class 22 contains 1781 members 
Mstep: Class 23 contains 6445 members 
Mstep: Class 24 contains 1558 members 
Mstep: Class 25 contains 36279 members 
Mstep: Class 26 contains 6404 members 
Mstep: Class 27 contains 14792 members 
Mstep: Class 28 contains 20051 members 
Mstep: Class 29 contains 37567 members 
Mstep: Class 30 contains 10743 members 
Mstep: Class 31 contains 9116 members 
Mstep: Class 32 contains 1025 members 
Mstep: Class 33 contains 8008 members 
Mstep: Class 34 contains 4031 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 1591 members 
Mstep: Class 37 contains 4147 members 
Mstep: Class 38 contains 3388 members 
Mstep: Class 39 contains 33832 members 
Mstep: Class 40 contains 18018 members 
Mstep: Class 41 contains 15630 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2580 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1940 members 
Mstep: Class 46 contains 1298 members 
Mstep: Class 47 contains 11068 members 
Mstep: Class 48 contains 1713 members 
Mstep: Class 49 contains 1373 members 
Mstep: Class 50 contains 21889 members 
Mstep: Class 51 contains 915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130048.000000 Penalty: 104041.984375
Iteration 245Q: 52 clusters Score -8.813005e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61469 members 
Mstep: Class 2 contains 10368 members 
Mstep: Class 3 contains 6976 members 
Mstep: Class 4 contains 48111 members 
Mstep: Class 5 contains 8358 members 
Mstep: Class 6 contains 11537 members 
Mstep: Class 7 contains 56955 members 
Mstep: Class 8 contains 10585 members 
Mstep: Class 9 contains 11017 members 
Mstep: Class 10 contains 11439 members 
Mstep: Class 11 contains 10287 members 
Mstep: Class 12 contains 7443 members 
Mstep: Class 13 contains 18941 members 
Mstep: Class 14 contains 37789 members 
Mstep: Class 15 contains 16492 members 
Mstep: Class 16 contains 22968 members 
Mstep: Class 17 contains 28525 members 
Mstep: Class 18 contains 19752 members 
Mstep: Class 19 contains 1509 members 
Mstep: Class 20 contains 201596 members 
Mstep: Class 21 contains 12240 members 
Mstep: Class 22 contains 1782 members 
Mstep: Class 23 contains 6445 members 
Mstep: Class 24 contains 1594 members 
Mstep: Class 25 contains 36292 members 
Mstep: Class 26 contains 6403 members 
Mstep: Class 27 contains 14793 members 
Mstep: Class 28 contains 20039 members 
Mstep: Class 29 contains 37567 members 
Mstep: Class 30 contains 10748 members 
Mstep: Class 31 contains 9121 members 
Mstep: Class 32 contains 1024 members 
Mstep: Class 33 contains 8008 members 
Mstep: Class 34 contains 4030 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 1591 members 
Mstep: Class 37 contains 4140 members 
Mstep: Class 38 contains 3386 members 
Mstep: Class 39 contains 33825 members 
Mstep: Class 40 contains 18016 members 
Mstep: Class 41 contains 15629 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2579 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1937 members 
Mstep: Class 46 contains 1299 members 
Mstep: Class 47 contains 11096 members 
Mstep: Class 48 contains 1721 members 
Mstep: Class 49 contains 1372 members 
Mstep: Class 50 contains 21796 members 
Mstep: Class 51 contains 922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130096.000000 Penalty: 104041.984375
Iteration 246Q: 52 clusters Score -8.81301e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61470 members 
Mstep: Class 2 contains 10372 members 
Mstep: Class 3 contains 6976 members 
Mstep: Class 4 contains 48107 members 
Mstep: Class 5 contains 8355 members 
Mstep: Class 6 contains 11538 members 
Mstep: Class 7 contains 56910 members 
Mstep: Class 8 contains 10584 members 
Mstep: Class 9 contains 11017 members 
Mstep: Class 10 contains 11440 members 
Mstep: Class 11 contains 10287 members 
Mstep: Class 12 contains 7445 members 
Mstep: Class 13 contains 18940 members 
Mstep: Class 14 contains 37785 members 
Mstep: Class 15 contains 16491 members 
Mstep: Class 16 contains 22923 members 
Mstep: Class 17 contains 28532 members 
Mstep: Class 18 contains 19750 members 
Mstep: Class 19 contains 1505 members 
Mstep: Class 20 contains 201704 members 
Mstep: Class 21 contains 12243 members 
Mstep: Class 22 contains 1784 members 
Mstep: Class 23 contains 6441 members 
Mstep: Class 24 contains 1622 members 
Mstep: Class 25 contains 36308 members 
Mstep: Class 26 contains 6403 members 
Mstep: Class 27 contains 14795 members 
Mstep: Class 28 contains 20031 members 
Mstep: Class 29 contains 37564 members 
Mstep: Class 30 contains 10749 members 
Mstep: Class 31 contains 9125 members 
Mstep: Class 32 contains 1022 members 
Mstep: Class 33 contains 8006 members 
Mstep: Class 34 contains 4029 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 1591 members 
Mstep: Class 37 contains 4131 members 
Mstep: Class 38 contains 3392 members 
Mstep: Class 39 contains 33818 members 
Mstep: Class 40 contains 18016 members 
Mstep: Class 41 contains 15627 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2577 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1939 members 
Mstep: Class 46 contains 1299 members 
Mstep: Class 47 contains 11120 members 
Mstep: Class 48 contains 1722 members 
Mstep: Class 49 contains 1373 members 
Mstep: Class 50 contains 21729 members 
Mstep: Class 51 contains 925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130240.000000 Penalty: 104041.984375
Iteration 247Q: 52 clusters Score -8.813024e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61471 members 
Mstep: Class 2 contains 10376 members 
Mstep: Class 3 contains 6976 members 
Mstep: Class 4 contains 48109 members 
Mstep: Class 5 contains 8354 members 
Mstep: Class 6 contains 11539 members 
Mstep: Class 7 contains 56865 members 
Mstep: Class 8 contains 10584 members 
Mstep: Class 9 contains 11017 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10287 members 
Mstep: Class 12 contains 7446 members 
Mstep: Class 13 contains 18936 members 
Mstep: Class 14 contains 37782 members 
Mstep: Class 15 contains 16491 members 
Mstep: Class 16 contains 22880 members 
Mstep: Class 17 contains 28527 members 
Mstep: Class 18 contains 19747 members 
Mstep: Class 19 contains 1498 members 
Mstep: Class 20 contains 201799 members 
Mstep: Class 21 contains 12246 members 
Mstep: Class 22 contains 1783 members 
Mstep: Class 23 contains 6439 members 
Mstep: Class 24 contains 1662 members 
Mstep: Class 25 contains 36319 members 
Mstep: Class 26 contains 6403 members 
Mstep: Class 27 contains 14792 members 
Mstep: Class 28 contains 20029 members 
Mstep: Class 29 contains 37560 members 
Mstep: Class 30 contains 10748 members 
Mstep: Class 31 contains 9124 members 
Mstep: Class 32 contains 1020 members 
Mstep: Class 33 contains 8006 members 
Mstep: Class 34 contains 4030 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 1591 members 
Mstep: Class 37 contains 4126 members 
Mstep: Class 38 contains 3393 members 
Mstep: Class 39 contains 33804 members 
Mstep: Class 40 contains 18016 members 
Mstep: Class 41 contains 15627 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2576 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1935 members 
Mstep: Class 46 contains 1299 members 
Mstep: Class 47 contains 11147 members 
Mstep: Class 48 contains 1726 members 
Mstep: Class 49 contains 1373 members 
Mstep: Class 50 contains 21684 members 
Mstep: Class 51 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130136.000000 Penalty: 104041.984375
Iteration 248Q: 52 clusters Score -8.813014e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61472 members 
Mstep: Class 2 contains 10377 members 
Mstep: Class 3 contains 6976 members 
Mstep: Class 4 contains 48107 members 
Mstep: Class 5 contains 8354 members 
Mstep: Class 6 contains 11540 members 
Mstep: Class 7 contains 56828 members 
Mstep: Class 8 contains 10582 members 
Mstep: Class 9 contains 11017 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10287 members 
Mstep: Class 12 contains 7446 members 
Mstep: Class 13 contains 18931 members 
Mstep: Class 14 contains 37779 members 
Mstep: Class 15 contains 16491 members 
Mstep: Class 16 contains 22859 members 
Mstep: Class 17 contains 28524 members 
Mstep: Class 18 contains 19745 members 
Mstep: Class 19 contains 1497 members 
Mstep: Class 20 contains 201878 members 
Mstep: Class 21 contains 12249 members 
Mstep: Class 22 contains 1782 members 
Mstep: Class 23 contains 6436 members 
Mstep: Class 24 contains 1687 members 
Mstep: Class 25 contains 36320 members 
Mstep: Class 26 contains 6404 members 
Mstep: Class 27 contains 14792 members 
Mstep: Class 28 contains 20013 members 
Mstep: Class 29 contains 37559 members 
Mstep: Class 30 contains 10748 members 
Mstep: Class 31 contains 9126 members 
Mstep: Class 32 contains 1014 members 
Mstep: Class 33 contains 8005 members 
Mstep: Class 34 contains 4033 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 1591 members 
Mstep: Class 37 contains 4124 members 
Mstep: Class 38 contains 3398 members 
Mstep: Class 39 contains 33795 members 
Mstep: Class 40 contains 18016 members 
Mstep: Class 41 contains 15626 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2576 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1933 members 
Mstep: Class 46 contains 1299 members 
Mstep: Class 47 contains 11170 members 
Mstep: Class 48 contains 1729 members 
Mstep: Class 49 contains 1373 members 
Mstep: Class 50 contains 21649 members 
Mstep: Class 51 contains 934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130344.000000 Penalty: 104041.984375
Iteration 249Q: 52 clusters Score -8.813034e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61472 members 
Mstep: Class 2 contains 10373 members 
Mstep: Class 3 contains 6976 members 
Mstep: Class 4 contains 48108 members 
Mstep: Class 5 contains 8355 members 
Mstep: Class 6 contains 11543 members 
Mstep: Class 7 contains 56804 members 
Mstep: Class 8 contains 10579 members 
Mstep: Class 9 contains 11017 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10287 members 
Mstep: Class 12 contains 7446 members 
Mstep: Class 13 contains 18928 members 
Mstep: Class 14 contains 37779 members 
Mstep: Class 15 contains 16491 members 
Mstep: Class 16 contains 22851 members 
Mstep: Class 17 contains 28520 members 
Mstep: Class 18 contains 19741 members 
Mstep: Class 19 contains 1498 members 
Mstep: Class 20 contains 201940 members 
Mstep: Class 21 contains 12247 members 
Mstep: Class 22 contains 1781 members 
Mstep: Class 23 contains 6433 members 
Mstep: Class 24 contains 1712 members 
Mstep: Class 25 contains 36328 members 
Mstep: Class 26 contains 6404 members 
Mstep: Class 27 contains 14793 members 
Mstep: Class 28 contains 20008 members 
Mstep: Class 29 contains 37560 members 
Mstep: Class 30 contains 10747 members 
Mstep: Class 31 contains 9124 members 
Mstep: Class 32 contains 1010 members 
Mstep: Class 33 contains 8006 members 
Mstep: Class 34 contains 4031 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 1591 members 
Mstep: Class 37 contains 4121 members 
Mstep: Class 38 contains 3399 members 
Mstep: Class 39 contains 33791 members 
Mstep: Class 40 contains 18016 members 
Mstep: Class 41 contains 15626 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2575 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1934 members 
Mstep: Class 46 contains 1299 members 
Mstep: Class 47 contains 11191 members 
Mstep: Class 48 contains 1731 members 
Mstep: Class 49 contains 1373 members 
Mstep: Class 50 contains 21593 members 
Mstep: Class 51 contains 939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130400.000000 Penalty: 104041.984375
Iteration 250Q: 52 clusters Score -8.81304e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61476 members 
Mstep: Class 2 contains 10373 members 
Mstep: Class 3 contains 6976 members 
Mstep: Class 4 contains 48101 members 
Mstep: Class 5 contains 8354 members 
Mstep: Class 6 contains 11546 members 
Mstep: Class 7 contains 56777 members 
Mstep: Class 8 contains 10579 members 
Mstep: Class 9 contains 11017 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10287 members 
Mstep: Class 12 contains 7444 members 
Mstep: Class 13 contains 18928 members 
Mstep: Class 14 contains 37778 members 
Mstep: Class 15 contains 16491 members 
Mstep: Class 16 contains 22829 members 
Mstep: Class 17 contains 28516 members 
Mstep: Class 18 contains 19739 members 
Mstep: Class 19 contains 1495 members 
Mstep: Class 20 contains 201983 members 
Mstep: Class 21 contains 12240 members 
Mstep: Class 22 contains 1782 members 
Mstep: Class 23 contains 6433 members 
Mstep: Class 24 contains 1745 members 
Mstep: Class 25 contains 36334 members 
Mstep: Class 26 contains 6403 members 
Mstep: Class 27 contains 14793 members 
Mstep: Class 28 contains 20004 members 
Mstep: Class 29 contains 37559 members 
Mstep: Class 30 contains 10748 members 
Mstep: Class 31 contains 9123 members 
Mstep: Class 32 contains 1008 members 
Mstep: Class 33 contains 8007 members 
Mstep: Class 34 contains 4028 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 1591 members 
Mstep: Class 37 contains 4118 members 
Mstep: Class 38 contains 3401 members 
Mstep: Class 39 contains 33791 members 
Mstep: Class 40 contains 18016 members 
Mstep: Class 41 contains 15626 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2574 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1935 members 
Mstep: Class 46 contains 1299 members 
Mstep: Class 47 contains 11221 members 
Mstep: Class 48 contains 1732 members 
Mstep: Class 49 contains 1374 members 
Mstep: Class 50 contains 21555 members 
Mstep: Class 51 contains 942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130432.000000 Penalty: 104041.984375
Iteration 251Q: 52 clusters Score -8.813043e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61485 members 
Mstep: Class 2 contains 10375 members 
Mstep: Class 3 contains 6976 members 
Mstep: Class 4 contains 48100 members 
Mstep: Class 5 contains 8350 members 
Mstep: Class 6 contains 11552 members 
Mstep: Class 7 contains 56746 members 
Mstep: Class 8 contains 10578 members 
Mstep: Class 9 contains 11017 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10287 members 
Mstep: Class 12 contains 7446 members 
Mstep: Class 13 contains 18925 members 
Mstep: Class 14 contains 37777 members 
Mstep: Class 15 contains 16491 members 
Mstep: Class 16 contains 22807 members 
Mstep: Class 17 contains 28509 members 
Mstep: Class 18 contains 19738 members 
Mstep: Class 19 contains 1494 members 
Mstep: Class 20 contains 202014 members 
Mstep: Class 21 contains 12244 members 
Mstep: Class 22 contains 1782 members 
Mstep: Class 23 contains 6433 members 
Mstep: Class 24 contains 1787 members 
Mstep: Class 25 contains 36341 members 
Mstep: Class 26 contains 6403 members 
Mstep: Class 27 contains 14793 members 
Mstep: Class 28 contains 19997 members 
Mstep: Class 29 contains 37557 members 
Mstep: Class 30 contains 10749 members 
Mstep: Class 31 contains 9120 members 
Mstep: Class 32 contains 1006 members 
Mstep: Class 33 contains 8007 members 
Mstep: Class 34 contains 4027 members 
Mstep: Class 35 contains 263 members 
Mstep: Class 36 contains 1591 members 
Mstep: Class 37 contains 4111 members 
Mstep: Class 38 contains 3399 members 
Mstep: Class 39 contains 33794 members 
Mstep: Class 40 contains 18016 members 
Mstep: Class 41 contains 15625 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2565 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1941 members 
Mstep: Class 46 contains 1299 members 
Mstep: Class 47 contains 11254 members 
Mstep: Class 48 contains 1732 members 
Mstep: Class 49 contains 1374 members 
Mstep: Class 50 contains 21514 members 
Mstep: Class 51 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130464.000000 Penalty: 104041.984375
Iteration 252Q: 52 clusters Score -8.813046e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61488 members 
Mstep: Class 2 contains 10376 members 
Mstep: Class 3 contains 6976 members 
Mstep: Class 4 contains 48091 members 
Mstep: Class 5 contains 8348 members 
Mstep: Class 6 contains 11557 members 
Mstep: Class 7 contains 56713 members 
Mstep: Class 8 contains 10576 members 
Mstep: Class 9 contains 11017 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10287 members 
Mstep: Class 12 contains 7444 members 
Mstep: Class 13 contains 18925 members 
Mstep: Class 14 contains 37778 members 
Mstep: Class 15 contains 16491 members 
Mstep: Class 16 contains 22791 members 
Mstep: Class 17 contains 28511 members 
Mstep: Class 18 contains 19737 members 
Mstep: Class 19 contains 1491 members 
Mstep: Class 20 contains 202036 members 
Mstep: Class 21 contains 12253 members 
Mstep: Class 22 contains 1782 members 
Mstep: Class 23 contains 6432 members 
Mstep: Class 24 contains 1825 members 
Mstep: Class 25 contains 36358 members 
Mstep: Class 26 contains 6403 members 
Mstep: Class 27 contains 14795 members 
Mstep: Class 28 contains 19989 members 
Mstep: Class 29 contains 37554 members 
Mstep: Class 30 contains 10750 members 
Mstep: Class 31 contains 9120 members 
Mstep: Class 32 contains 1001 members 
Mstep: Class 33 contains 8007 members 
Mstep: Class 34 contains 4028 members 
Mstep: Class 35 contains 263 members 
Mstep: Class 36 contains 1591 members 
Mstep: Class 37 contains 4106 members 
Mstep: Class 38 contains 3401 members 
Mstep: Class 39 contains 33801 members 
Mstep: Class 40 contains 18016 members 
Mstep: Class 41 contains 15624 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2558 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1941 members 
Mstep: Class 46 contains 1299 members 
Mstep: Class 47 contains 11275 members 
Mstep: Class 48 contains 1733 members 
Mstep: Class 49 contains 1376 members 
Mstep: Class 50 contains 21477 members 
Mstep: Class 51 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130584.000000 Penalty: 104041.984375
Iteration 253Q: 52 clusters Score -8.813058e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61491 members 
Mstep: Class 2 contains 10379 members 
Mstep: Class 3 contains 6976 members 
Mstep: Class 4 contains 48088 members 
Mstep: Class 5 contains 8347 members 
Mstep: Class 6 contains 11563 members 
Mstep: Class 7 contains 56677 members 
Mstep: Class 8 contains 10576 members 
Mstep: Class 9 contains 11017 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10287 members 
Mstep: Class 12 contains 7443 members 
Mstep: Class 13 contains 18925 members 
Mstep: Class 14 contains 37779 members 
Mstep: Class 15 contains 16491 members 
Mstep: Class 16 contains 22761 members 
Mstep: Class 17 contains 28514 members 
Mstep: Class 18 contains 19734 members 
Mstep: Class 19 contains 1490 members 
Mstep: Class 20 contains 202065 members 
Mstep: Class 21 contains 12261 members 
Mstep: Class 22 contains 1781 members 
Mstep: Class 23 contains 6429 members 
Mstep: Class 24 contains 1862 members 
Mstep: Class 25 contains 36374 members 
Mstep: Class 26 contains 6403 members 
Mstep: Class 27 contains 14795 members 
Mstep: Class 28 contains 19981 members 
Mstep: Class 29 contains 37547 members 
Mstep: Class 30 contains 10751 members 
Mstep: Class 31 contains 9120 members 
Mstep: Class 32 contains 995 members 
Mstep: Class 33 contains 8006 members 
Mstep: Class 34 contains 4029 members 
Mstep: Class 35 contains 263 members 
Mstep: Class 36 contains 1591 members 
Mstep: Class 37 contains 4098 members 
Mstep: Class 38 contains 3401 members 
Mstep: Class 39 contains 33807 members 
Mstep: Class 40 contains 18016 members 
Mstep: Class 41 contains 15624 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2557 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1940 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11302 members 
Mstep: Class 48 contains 1733 members 
Mstep: Class 49 contains 1374 members 
Mstep: Class 50 contains 21446 members 
Mstep: Class 51 contains 946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130592.000000 Penalty: 104041.984375
Iteration 254Q: 52 clusters Score -8.813059e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61494 members 
Mstep: Class 2 contains 10381 members 
Mstep: Class 3 contains 6977 members 
Mstep: Class 4 contains 48086 members 
Mstep: Class 5 contains 8346 members 
Mstep: Class 6 contains 11566 members 
Mstep: Class 7 contains 56627 members 
Mstep: Class 8 contains 10576 members 
Mstep: Class 9 contains 11017 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10287 members 
Mstep: Class 12 contains 7444 members 
Mstep: Class 13 contains 18927 members 
Mstep: Class 14 contains 37777 members 
Mstep: Class 15 contains 16490 members 
Mstep: Class 16 contains 22740 members 
Mstep: Class 17 contains 28512 members 
Mstep: Class 18 contains 19730 members 
Mstep: Class 19 contains 1489 members 
Mstep: Class 20 contains 202098 members 
Mstep: Class 21 contains 12262 members 
Mstep: Class 22 contains 1779 members 
Mstep: Class 23 contains 6427 members 
Mstep: Class 24 contains 1882 members 
Mstep: Class 25 contains 36384 members 
Mstep: Class 26 contains 6403 members 
Mstep: Class 27 contains 14797 members 
Mstep: Class 28 contains 19973 members 
Mstep: Class 29 contains 37547 members 
Mstep: Class 30 contains 10750 members 
Mstep: Class 31 contains 9120 members 
Mstep: Class 32 contains 992 members 
Mstep: Class 33 contains 8006 members 
Mstep: Class 34 contains 4029 members 
Mstep: Class 35 contains 263 members 
Mstep: Class 36 contains 1591 members 
Mstep: Class 37 contains 4104 members 
Mstep: Class 38 contains 3399 members 
Mstep: Class 39 contains 33814 members 
Mstep: Class 40 contains 18016 members 
Mstep: Class 41 contains 15624 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2555 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1940 members 
Mstep: Class 46 contains 1302 members 
Mstep: Class 47 contains 11326 members 
Mstep: Class 48 contains 1734 members 
Mstep: Class 49 contains 1375 members 
Mstep: Class 50 contains 21426 members 
Mstep: Class 51 contains 951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130616.000000 Penalty: 104041.984375
Iteration 255Q: 52 clusters Score -8.813062e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61492 members 
Mstep: Class 2 contains 10386 members 
Mstep: Class 3 contains 6977 members 
Mstep: Class 4 contains 48083 members 
Mstep: Class 5 contains 8341 members 
Mstep: Class 6 contains 11569 members 
Mstep: Class 7 contains 56591 members 
Mstep: Class 8 contains 10576 members 
Mstep: Class 9 contains 11017 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10286 members 
Mstep: Class 12 contains 7446 members 
Mstep: Class 13 contains 18929 members 
Mstep: Class 14 contains 37775 members 
Mstep: Class 15 contains 16490 members 
Mstep: Class 16 contains 22717 members 
Mstep: Class 17 contains 28510 members 
Mstep: Class 18 contains 19726 members 
Mstep: Class 19 contains 1488 members 
Mstep: Class 20 contains 202109 members 
Mstep: Class 21 contains 12262 members 
Mstep: Class 22 contains 1779 members 
Mstep: Class 23 contains 6427 members 
Mstep: Class 24 contains 1913 members 
Mstep: Class 25 contains 36400 members 
Mstep: Class 26 contains 6403 members 
Mstep: Class 27 contains 14797 members 
Mstep: Class 28 contains 19968 members 
Mstep: Class 29 contains 37546 members 
Mstep: Class 30 contains 10750 members 
Mstep: Class 31 contains 9120 members 
Mstep: Class 32 contains 991 members 
Mstep: Class 33 contains 8007 members 
Mstep: Class 34 contains 4026 members 
Mstep: Class 35 contains 263 members 
Mstep: Class 36 contains 1591 members 
Mstep: Class 37 contains 4107 members 
Mstep: Class 38 contains 3399 members 
Mstep: Class 39 contains 33823 members 
Mstep: Class 40 contains 18016 members 
Mstep: Class 41 contains 15624 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2551 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1941 members 
Mstep: Class 46 contains 1303 members 
Mstep: Class 47 contains 11344 members 
Mstep: Class 48 contains 1735 members 
Mstep: Class 49 contains 1375 members 
Mstep: Class 50 contains 21414 members 
Mstep: Class 51 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130760.000000 Penalty: 104041.984375
Iteration 256Q: 52 clusters Score -8.813076e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61487 members 
Mstep: Class 2 contains 10390 members 
Mstep: Class 3 contains 6977 members 
Mstep: Class 4 contains 48080 members 
Mstep: Class 5 contains 8340 members 
Mstep: Class 6 contains 11572 members 
Mstep: Class 7 contains 56571 members 
Mstep: Class 8 contains 10576 members 
Mstep: Class 9 contains 11017 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10286 members 
Mstep: Class 12 contains 7446 members 
Mstep: Class 13 contains 18928 members 
Mstep: Class 14 contains 37774 members 
Mstep: Class 15 contains 16490 members 
Mstep: Class 16 contains 22695 members 
Mstep: Class 17 contains 28508 members 
Mstep: Class 18 contains 19726 members 
Mstep: Class 19 contains 1490 members 
Mstep: Class 20 contains 202118 members 
Mstep: Class 21 contains 12266 members 
Mstep: Class 22 contains 1779 members 
Mstep: Class 23 contains 6423 members 
Mstep: Class 24 contains 1945 members 
Mstep: Class 25 contains 36409 members 
Mstep: Class 26 contains 6403 members 
Mstep: Class 27 contains 14797 members 
Mstep: Class 28 contains 19962 members 
Mstep: Class 29 contains 37544 members 
Mstep: Class 30 contains 10751 members 
Mstep: Class 31 contains 9120 members 
Mstep: Class 32 contains 989 members 
Mstep: Class 33 contains 8006 members 
Mstep: Class 34 contains 4025 members 
Mstep: Class 35 contains 263 members 
Mstep: Class 36 contains 1592 members 
Mstep: Class 37 contains 4108 members 
Mstep: Class 38 contains 3400 members 
Mstep: Class 39 contains 33829 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15623 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2544 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1942 members 
Mstep: Class 46 contains 1305 members 
Mstep: Class 47 contains 11356 members 
Mstep: Class 48 contains 1737 members 
Mstep: Class 49 contains 1375 members 
Mstep: Class 50 contains 21399 members 
Mstep: Class 51 contains 955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130704.000000 Penalty: 104041.984375
Iteration 257Q: 52 clusters Score -8.81307e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61489 members 
Mstep: Class 2 contains 10398 members 
Mstep: Class 3 contains 6977 members 
Mstep: Class 4 contains 48079 members 
Mstep: Class 5 contains 8336 members 
Mstep: Class 6 contains 11575 members 
Mstep: Class 7 contains 56541 members 
Mstep: Class 8 contains 10576 members 
Mstep: Class 9 contains 11018 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10286 members 
Mstep: Class 12 contains 7448 members 
Mstep: Class 13 contains 18930 members 
Mstep: Class 14 contains 37774 members 
Mstep: Class 15 contains 16491 members 
Mstep: Class 16 contains 22673 members 
Mstep: Class 17 contains 28505 members 
Mstep: Class 18 contains 19723 members 
Mstep: Class 19 contains 1492 members 
Mstep: Class 20 contains 202113 members 
Mstep: Class 21 contains 12270 members 
Mstep: Class 22 contains 1779 members 
Mstep: Class 23 contains 6420 members 
Mstep: Class 24 contains 1977 members 
Mstep: Class 25 contains 36418 members 
Mstep: Class 26 contains 6403 members 
Mstep: Class 27 contains 14796 members 
Mstep: Class 28 contains 19965 members 
Mstep: Class 29 contains 37539 members 
Mstep: Class 30 contains 10752 members 
Mstep: Class 31 contains 9121 members 
Mstep: Class 32 contains 990 members 
Mstep: Class 33 contains 8005 members 
Mstep: Class 34 contains 4023 members 
Mstep: Class 35 contains 263 members 
Mstep: Class 36 contains 1593 members 
Mstep: Class 37 contains 4104 members 
Mstep: Class 38 contains 3400 members 
Mstep: Class 39 contains 33834 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15623 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2538 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1944 members 
Mstep: Class 46 contains 1304 members 
Mstep: Class 47 contains 11365 members 
Mstep: Class 48 contains 1739 members 
Mstep: Class 49 contains 1376 members 
Mstep: Class 50 contains 21397 members 
Mstep: Class 51 contains 956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130680.000000 Penalty: 104041.984375
Iteration 258Q: 52 clusters Score -8.813068e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61490 members 
Mstep: Class 2 contains 10403 members 
Mstep: Class 3 contains 6977 members 
Mstep: Class 4 contains 48080 members 
Mstep: Class 5 contains 8337 members 
Mstep: Class 6 contains 11575 members 
Mstep: Class 7 contains 56510 members 
Mstep: Class 8 contains 10575 members 
Mstep: Class 9 contains 11017 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10286 members 
Mstep: Class 12 contains 7449 members 
Mstep: Class 13 contains 18930 members 
Mstep: Class 14 contains 37774 members 
Mstep: Class 15 contains 16491 members 
Mstep: Class 16 contains 22653 members 
Mstep: Class 17 contains 28500 members 
Mstep: Class 18 contains 19722 members 
Mstep: Class 19 contains 1493 members 
Mstep: Class 20 contains 202116 members 
Mstep: Class 21 contains 12271 members 
Mstep: Class 22 contains 1778 members 
Mstep: Class 23 contains 6420 members 
Mstep: Class 24 contains 2008 members 
Mstep: Class 25 contains 36432 members 
Mstep: Class 26 contains 6403 members 
Mstep: Class 27 contains 14796 members 
Mstep: Class 28 contains 19965 members 
Mstep: Class 29 contains 37536 members 
Mstep: Class 30 contains 10752 members 
Mstep: Class 31 contains 9120 members 
Mstep: Class 32 contains 990 members 
Mstep: Class 33 contains 8005 members 
Mstep: Class 34 contains 4022 members 
Mstep: Class 35 contains 263 members 
Mstep: Class 36 contains 1594 members 
Mstep: Class 37 contains 4090 members 
Mstep: Class 38 contains 3401 members 
Mstep: Class 39 contains 33844 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15623 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2533 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1947 members 
Mstep: Class 46 contains 1307 members 
Mstep: Class 47 contains 11373 members 
Mstep: Class 48 contains 1739 members 
Mstep: Class 49 contains 1376 members 
Mstep: Class 50 contains 21396 members 
Mstep: Class 51 contains 956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130872.000000 Penalty: 104041.984375
Iteration 259Q: 52 clusters Score -8.813087e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61492 members 
Mstep: Class 2 contains 10404 members 
Mstep: Class 3 contains 6977 members 
Mstep: Class 4 contains 48079 members 
Mstep: Class 5 contains 8338 members 
Mstep: Class 6 contains 11574 members 
Mstep: Class 7 contains 56483 members 
Mstep: Class 8 contains 10574 members 
Mstep: Class 9 contains 11017 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10286 members 
Mstep: Class 12 contains 7448 members 
Mstep: Class 13 contains 18930 members 
Mstep: Class 14 contains 37775 members 
Mstep: Class 15 contains 16491 members 
Mstep: Class 16 contains 22630 members 
Mstep: Class 17 contains 28499 members 
Mstep: Class 18 contains 19722 members 
Mstep: Class 19 contains 1497 members 
Mstep: Class 20 contains 202124 members 
Mstep: Class 21 contains 12273 members 
Mstep: Class 22 contains 1778 members 
Mstep: Class 23 contains 6417 members 
Mstep: Class 24 contains 2028 members 
Mstep: Class 25 contains 36443 members 
Mstep: Class 26 contains 6403 members 
Mstep: Class 27 contains 14796 members 
Mstep: Class 28 contains 19966 members 
Mstep: Class 29 contains 37530 members 
Mstep: Class 30 contains 10753 members 
Mstep: Class 31 contains 9119 members 
Mstep: Class 32 contains 989 members 
Mstep: Class 33 contains 8005 members 
Mstep: Class 34 contains 4022 members 
Mstep: Class 35 contains 263 members 
Mstep: Class 36 contains 1595 members 
Mstep: Class 37 contains 4089 members 
Mstep: Class 38 contains 3402 members 
Mstep: Class 39 contains 33849 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15623 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2531 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1946 members 
Mstep: Class 46 contains 1308 members 
Mstep: Class 47 contains 11378 members 
Mstep: Class 48 contains 1739 members 
Mstep: Class 49 contains 1377 members 
Mstep: Class 50 contains 21400 members 
Mstep: Class 51 contains 956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130904.000000 Penalty: 104041.984375
Iteration 260F: 52 clusters Score -8.81309e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61493 members 
Mstep: Class 2 contains 10407 members 
Mstep: Class 3 contains 6977 members 
Mstep: Class 4 contains 48075 members 
Mstep: Class 5 contains 8340 members 
Mstep: Class 6 contains 11574 members 
Mstep: Class 7 contains 56462 members 
Mstep: Class 8 contains 10574 members 
Mstep: Class 9 contains 11017 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10286 members 
Mstep: Class 12 contains 7448 members 
Mstep: Class 13 contains 18930 members 
Mstep: Class 14 contains 37776 members 
Mstep: Class 15 contains 16491 members 
Mstep: Class 16 contains 22615 members 
Mstep: Class 17 contains 28497 members 
Mstep: Class 18 contains 19722 members 
Mstep: Class 19 contains 1498 members 
Mstep: Class 20 contains 202126 members 
Mstep: Class 21 contains 12272 members 
Mstep: Class 22 contains 1777 members 
Mstep: Class 23 contains 6415 members 
Mstep: Class 24 contains 2038 members 
Mstep: Class 25 contains 36456 members 
Mstep: Class 26 contains 6403 members 
Mstep: Class 27 contains 14796 members 
Mstep: Class 28 contains 19968 members 
Mstep: Class 29 contains 37529 members 
Mstep: Class 30 contains 10753 members 
Mstep: Class 31 contains 9116 members 
Mstep: Class 32 contains 989 members 
Mstep: Class 33 contains 8005 members 
Mstep: Class 34 contains 4022 members 
Mstep: Class 35 contains 262 members 
Mstep: Class 36 contains 1596 members 
Mstep: Class 37 contains 4089 members 
Mstep: Class 38 contains 3402 members 
Mstep: Class 39 contains 33856 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2529 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1947 members 
Mstep: Class 46 contains 1308 members 
Mstep: Class 47 contains 11386 members 
Mstep: Class 48 contains 1739 members 
Mstep: Class 49 contains 1377 members 
Mstep: Class 50 contains 21401 members 
Mstep: Class 51 contains 957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130864.000000 Penalty: 104041.984375
Iteration 261Q: 52 clusters Score -8.813086e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61493 members 
Mstep: Class 2 contains 10409 members 
Mstep: Class 3 contains 6977 members 
Mstep: Class 4 contains 48074 members 
Mstep: Class 5 contains 8340 members 
Mstep: Class 6 contains 11573 members 
Mstep: Class 7 contains 56442 members 
Mstep: Class 8 contains 10574 members 
Mstep: Class 9 contains 11017 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10286 members 
Mstep: Class 12 contains 7448 members 
Mstep: Class 13 contains 18929 members 
Mstep: Class 14 contains 37775 members 
Mstep: Class 15 contains 16491 members 
Mstep: Class 16 contains 22604 members 
Mstep: Class 17 contains 28499 members 
Mstep: Class 18 contains 19722 members 
Mstep: Class 19 contains 1499 members 
Mstep: Class 20 contains 202124 members 
Mstep: Class 21 contains 12273 members 
Mstep: Class 22 contains 1777 members 
Mstep: Class 23 contains 6412 members 
Mstep: Class 24 contains 2052 members 
Mstep: Class 25 contains 36467 members 
Mstep: Class 26 contains 6403 members 
Mstep: Class 27 contains 14796 members 
Mstep: Class 28 contains 19969 members 
Mstep: Class 29 contains 37524 members 
Mstep: Class 30 contains 10753 members 
Mstep: Class 31 contains 9119 members 
Mstep: Class 32 contains 989 members 
Mstep: Class 33 contains 8005 members 
Mstep: Class 34 contains 4022 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 1596 members 
Mstep: Class 37 contains 4088 members 
Mstep: Class 38 contains 3404 members 
Mstep: Class 39 contains 33864 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2523 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1950 members 
Mstep: Class 46 contains 1308 members 
Mstep: Class 47 contains 11393 members 
Mstep: Class 48 contains 1739 members 
Mstep: Class 49 contains 1377 members 
Mstep: Class 50 contains 21398 members 
Mstep: Class 51 contains 958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130888.000000 Penalty: 104041.984375
Iteration 262Q: 52 clusters Score -8.813089e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61495 members 
Mstep: Class 2 contains 10413 members 
Mstep: Class 3 contains 6977 members 
Mstep: Class 4 contains 48073 members 
Mstep: Class 5 contains 8340 members 
Mstep: Class 6 contains 11571 members 
Mstep: Class 7 contains 56414 members 
Mstep: Class 8 contains 10574 members 
Mstep: Class 9 contains 11017 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10286 members 
Mstep: Class 12 contains 7449 members 
Mstep: Class 13 contains 18926 members 
Mstep: Class 14 contains 37774 members 
Mstep: Class 15 contains 16491 members 
Mstep: Class 16 contains 22589 members 
Mstep: Class 17 contains 28501 members 
Mstep: Class 18 contains 19722 members 
Mstep: Class 19 contains 1502 members 
Mstep: Class 20 contains 202131 members 
Mstep: Class 21 contains 12271 members 
Mstep: Class 22 contains 1777 members 
Mstep: Class 23 contains 6407 members 
Mstep: Class 24 contains 2066 members 
Mstep: Class 25 contains 36478 members 
Mstep: Class 26 contains 6403 members 
Mstep: Class 27 contains 14796 members 
Mstep: Class 28 contains 19966 members 
Mstep: Class 29 contains 37521 members 
Mstep: Class 30 contains 10753 members 
Mstep: Class 31 contains 9122 members 
Mstep: Class 32 contains 988 members 
Mstep: Class 33 contains 8006 members 
Mstep: Class 34 contains 4023 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 1596 members 
Mstep: Class 37 contains 4091 members 
Mstep: Class 38 contains 3405 members 
Mstep: Class 39 contains 33868 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2524 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1951 members 
Mstep: Class 46 contains 1308 members 
Mstep: Class 47 contains 11403 members 
Mstep: Class 48 contains 1739 members 
Mstep: Class 49 contains 1377 members 
Mstep: Class 50 contains 21392 members 
Mstep: Class 51 contains 959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130904.000000 Penalty: 104041.984375
Iteration 263Q: 52 clusters Score -8.81309e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61496 members 
Mstep: Class 2 contains 10412 members 
Mstep: Class 3 contains 6977 members 
Mstep: Class 4 contains 48071 members 
Mstep: Class 5 contains 8340 members 
Mstep: Class 6 contains 11571 members 
Mstep: Class 7 contains 56394 members 
Mstep: Class 8 contains 10573 members 
Mstep: Class 9 contains 11016 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10286 members 
Mstep: Class 12 contains 7452 members 
Mstep: Class 13 contains 18925 members 
Mstep: Class 14 contains 37774 members 
Mstep: Class 15 contains 16491 members 
Mstep: Class 16 contains 22584 members 
Mstep: Class 17 contains 28502 members 
Mstep: Class 18 contains 19721 members 
Mstep: Class 19 contains 1501 members 
Mstep: Class 20 contains 202130 members 
Mstep: Class 21 contains 12272 members 
Mstep: Class 22 contains 1777 members 
Mstep: Class 23 contains 6403 members 
Mstep: Class 24 contains 2079 members 
Mstep: Class 25 contains 36487 members 
Mstep: Class 26 contains 6403 members 
Mstep: Class 27 contains 14796 members 
Mstep: Class 28 contains 19967 members 
Mstep: Class 29 contains 37518 members 
Mstep: Class 30 contains 10754 members 
Mstep: Class 31 contains 9126 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 8005 members 
Mstep: Class 34 contains 4023 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 1596 members 
Mstep: Class 37 contains 4095 members 
Mstep: Class 38 contains 3406 members 
Mstep: Class 39 contains 33868 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2524 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1952 members 
Mstep: Class 46 contains 1308 members 
Mstep: Class 47 contains 11411 members 
Mstep: Class 48 contains 1739 members 
Mstep: Class 49 contains 1377 members 
Mstep: Class 50 contains 21387 members 
Mstep: Class 51 contains 960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130888.000000 Penalty: 104041.984375
Iteration 264Q: 52 clusters Score -8.813089e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61497 members 
Mstep: Class 2 contains 10414 members 
Mstep: Class 3 contains 6977 members 
Mstep: Class 4 contains 48071 members 
Mstep: Class 5 contains 8340 members 
Mstep: Class 6 contains 11570 members 
Mstep: Class 7 contains 56384 members 
Mstep: Class 8 contains 10573 members 
Mstep: Class 9 contains 11016 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10286 members 
Mstep: Class 12 contains 7454 members 
Mstep: Class 13 contains 18924 members 
Mstep: Class 14 contains 37774 members 
Mstep: Class 15 contains 16491 members 
Mstep: Class 16 contains 22578 members 
Mstep: Class 17 contains 28500 members 
Mstep: Class 18 contains 19719 members 
Mstep: Class 19 contains 1500 members 
Mstep: Class 20 contains 202131 members 
Mstep: Class 21 contains 12276 members 
Mstep: Class 22 contains 1777 members 
Mstep: Class 23 contains 6400 members 
Mstep: Class 24 contains 2090 members 
Mstep: Class 25 contains 36497 members 
Mstep: Class 26 contains 6403 members 
Mstep: Class 27 contains 14797 members 
Mstep: Class 28 contains 19962 members 
Mstep: Class 29 contains 37515 members 
Mstep: Class 30 contains 10757 members 
Mstep: Class 31 contains 9126 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 8004 members 
Mstep: Class 34 contains 4023 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 1596 members 
Mstep: Class 37 contains 4096 members 
Mstep: Class 38 contains 3405 members 
Mstep: Class 39 contains 33870 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15621 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2524 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1950 members 
Mstep: Class 46 contains 1308 members 
Mstep: Class 47 contains 11420 members 
Mstep: Class 48 contains 1739 members 
Mstep: Class 49 contains 1377 members 
Mstep: Class 50 contains 21381 members 
Mstep: Class 51 contains 960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88130968.000000 Penalty: 104041.984375
Iteration 265Q: 52 clusters Score -8.813097e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61497 members 
Mstep: Class 2 contains 10416 members 
Mstep: Class 3 contains 6977 members 
Mstep: Class 4 contains 48071 members 
Mstep: Class 5 contains 8341 members 
Mstep: Class 6 contains 11570 members 
Mstep: Class 7 contains 56368 members 
Mstep: Class 8 contains 10572 members 
Mstep: Class 9 contains 11016 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10286 members 
Mstep: Class 12 contains 7456 members 
Mstep: Class 13 contains 18923 members 
Mstep: Class 14 contains 37774 members 
Mstep: Class 15 contains 16491 members 
Mstep: Class 16 contains 22568 members 
Mstep: Class 17 contains 28502 members 
Mstep: Class 18 contains 19718 members 
Mstep: Class 19 contains 1500 members 
Mstep: Class 20 contains 202135 members 
Mstep: Class 21 contains 12276 members 
Mstep: Class 22 contains 1777 members 
Mstep: Class 23 contains 6389 members 
Mstep: Class 24 contains 2099 members 
Mstep: Class 25 contains 36504 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14799 members 
Mstep: Class 28 contains 19957 members 
Mstep: Class 29 contains 37512 members 
Mstep: Class 30 contains 10758 members 
Mstep: Class 31 contains 9128 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 8004 members 
Mstep: Class 34 contains 4022 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 1596 members 
Mstep: Class 37 contains 4103 members 
Mstep: Class 38 contains 3405 members 
Mstep: Class 39 contains 33876 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15621 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2524 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1951 members 
Mstep: Class 46 contains 1308 members 
Mstep: Class 47 contains 11432 members 
Mstep: Class 48 contains 1739 members 
Mstep: Class 49 contains 1377 members 
Mstep: Class 50 contains 21373 members 
Mstep: Class 51 contains 960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131024.000000 Penalty: 104041.984375
Iteration 266Q: 52 clusters Score -8.813102e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61500 members 
Mstep: Class 2 contains 10417 members 
Mstep: Class 3 contains 6977 members 
Mstep: Class 4 contains 48072 members 
Mstep: Class 5 contains 8342 members 
Mstep: Class 6 contains 11571 members 
Mstep: Class 7 contains 56349 members 
Mstep: Class 8 contains 10572 members 
Mstep: Class 9 contains 11016 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10286 members 
Mstep: Class 12 contains 7457 members 
Mstep: Class 13 contains 18923 members 
Mstep: Class 14 contains 37774 members 
Mstep: Class 15 contains 16491 members 
Mstep: Class 16 contains 22567 members 
Mstep: Class 17 contains 28499 members 
Mstep: Class 18 contains 19718 members 
Mstep: Class 19 contains 1502 members 
Mstep: Class 20 contains 202138 members 
Mstep: Class 21 contains 12281 members 
Mstep: Class 22 contains 1777 members 
Mstep: Class 23 contains 6374 members 
Mstep: Class 24 contains 2104 members 
Mstep: Class 25 contains 36513 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14801 members 
Mstep: Class 28 contains 19951 members 
Mstep: Class 29 contains 37512 members 
Mstep: Class 30 contains 10759 members 
Mstep: Class 31 contains 9126 members 
Mstep: Class 32 contains 986 members 
Mstep: Class 33 contains 8003 members 
Mstep: Class 34 contains 4022 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 1596 members 
Mstep: Class 37 contains 4114 members 
Mstep: Class 38 contains 3405 members 
Mstep: Class 39 contains 33881 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15621 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2523 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1951 members 
Mstep: Class 46 contains 1308 members 
Mstep: Class 47 contains 11439 members 
Mstep: Class 48 contains 1739 members 
Mstep: Class 49 contains 1377 members 
Mstep: Class 50 contains 21365 members 
Mstep: Class 51 contains 959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131096.000000 Penalty: 104041.984375
Iteration 267Q: 52 clusters Score -8.81311e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61500 members 
Mstep: Class 2 contains 10420 members 
Mstep: Class 3 contains 6977 members 
Mstep: Class 4 contains 48073 members 
Mstep: Class 5 contains 8342 members 
Mstep: Class 6 contains 11570 members 
Mstep: Class 7 contains 56328 members 
Mstep: Class 8 contains 10571 members 
Mstep: Class 9 contains 11016 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10286 members 
Mstep: Class 12 contains 7460 members 
Mstep: Class 13 contains 18923 members 
Mstep: Class 14 contains 37773 members 
Mstep: Class 15 contains 16491 members 
Mstep: Class 16 contains 22560 members 
Mstep: Class 17 contains 28499 members 
Mstep: Class 18 contains 19714 members 
Mstep: Class 19 contains 1505 members 
Mstep: Class 20 contains 202134 members 
Mstep: Class 21 contains 12287 members 
Mstep: Class 22 contains 1777 members 
Mstep: Class 23 contains 6363 members 
Mstep: Class 24 contains 2108 members 
Mstep: Class 25 contains 36517 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14802 members 
Mstep: Class 28 contains 19947 members 
Mstep: Class 29 contains 37509 members 
Mstep: Class 30 contains 10759 members 
Mstep: Class 31 contains 9127 members 
Mstep: Class 32 contains 986 members 
Mstep: Class 33 contains 8005 members 
Mstep: Class 34 contains 4023 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1596 members 
Mstep: Class 37 contains 4127 members 
Mstep: Class 38 contains 3402 members 
Mstep: Class 39 contains 33890 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15621 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2523 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1952 members 
Mstep: Class 46 contains 1308 members 
Mstep: Class 47 contains 11451 members 
Mstep: Class 48 contains 1740 members 
Mstep: Class 49 contains 1377 members 
Mstep: Class 50 contains 21361 members 
Mstep: Class 51 contains 959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131152.000000 Penalty: 104041.984375
Iteration 268Q: 52 clusters Score -8.813115e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61501 members 
Mstep: Class 2 contains 10423 members 
Mstep: Class 3 contains 6977 members 
Mstep: Class 4 contains 48072 members 
Mstep: Class 5 contains 8340 members 
Mstep: Class 6 contains 11571 members 
Mstep: Class 7 contains 56321 members 
Mstep: Class 8 contains 10571 members 
Mstep: Class 9 contains 11016 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10286 members 
Mstep: Class 12 contains 7460 members 
Mstep: Class 13 contains 18923 members 
Mstep: Class 14 contains 37773 members 
Mstep: Class 15 contains 16491 members 
Mstep: Class 16 contains 22557 members 
Mstep: Class 17 contains 28499 members 
Mstep: Class 18 contains 19714 members 
Mstep: Class 19 contains 1508 members 
Mstep: Class 20 contains 202134 members 
Mstep: Class 21 contains 12289 members 
Mstep: Class 22 contains 1777 members 
Mstep: Class 23 contains 6349 members 
Mstep: Class 24 contains 2111 members 
Mstep: Class 25 contains 36521 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14803 members 
Mstep: Class 28 contains 19939 members 
Mstep: Class 29 contains 37504 members 
Mstep: Class 30 contains 10759 members 
Mstep: Class 31 contains 9127 members 
Mstep: Class 32 contains 986 members 
Mstep: Class 33 contains 8005 members 
Mstep: Class 34 contains 4024 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1596 members 
Mstep: Class 37 contains 4134 members 
Mstep: Class 38 contains 3403 members 
Mstep: Class 39 contains 33896 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15621 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2524 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1952 members 
Mstep: Class 46 contains 1308 members 
Mstep: Class 47 contains 11460 members 
Mstep: Class 48 contains 1742 members 
Mstep: Class 49 contains 1377 members 
Mstep: Class 50 contains 21356 members 
Mstep: Class 51 contains 959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131160.000000 Penalty: 104041.984375
Iteration 269Q: 52 clusters Score -8.813116e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61502 members 
Mstep: Class 2 contains 10425 members 
Mstep: Class 3 contains 6977 members 
Mstep: Class 4 contains 48074 members 
Mstep: Class 5 contains 8337 members 
Mstep: Class 6 contains 11571 members 
Mstep: Class 7 contains 56307 members 
Mstep: Class 8 contains 10570 members 
Mstep: Class 9 contains 11016 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10286 members 
Mstep: Class 12 contains 7463 members 
Mstep: Class 13 contains 18923 members 
Mstep: Class 14 contains 37773 members 
Mstep: Class 15 contains 16491 members 
Mstep: Class 16 contains 22554 members 
Mstep: Class 17 contains 28497 members 
Mstep: Class 18 contains 19711 members 
Mstep: Class 19 contains 1508 members 
Mstep: Class 20 contains 202130 members 
Mstep: Class 21 contains 12293 members 
Mstep: Class 22 contains 1777 members 
Mstep: Class 23 contains 6337 members 
Mstep: Class 24 contains 2117 members 
Mstep: Class 25 contains 36522 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14803 members 
Mstep: Class 28 contains 19931 members 
Mstep: Class 29 contains 37501 members 
Mstep: Class 30 contains 10759 members 
Mstep: Class 31 contains 9128 members 
Mstep: Class 32 contains 986 members 
Mstep: Class 33 contains 8004 members 
Mstep: Class 34 contains 4025 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1596 members 
Mstep: Class 37 contains 4145 members 
Mstep: Class 38 contains 3402 members 
Mstep: Class 39 contains 33901 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15621 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2523 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1952 members 
Mstep: Class 46 contains 1308 members 
Mstep: Class 47 contains 11476 members 
Mstep: Class 48 contains 1743 members 
Mstep: Class 49 contains 1377 members 
Mstep: Class 50 contains 21357 members 
Mstep: Class 51 contains 960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131232.000000 Penalty: 104041.984375
Iteration 270Q: 52 clusters Score -8.813123e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61500 members 
Mstep: Class 2 contains 10427 members 
Mstep: Class 3 contains 6978 members 
Mstep: Class 4 contains 48076 members 
Mstep: Class 5 contains 8336 members 
Mstep: Class 6 contains 11571 members 
Mstep: Class 7 contains 56291 members 
Mstep: Class 8 contains 10570 members 
Mstep: Class 9 contains 11016 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10286 members 
Mstep: Class 12 contains 7464 members 
Mstep: Class 13 contains 18924 members 
Mstep: Class 14 contains 37773 members 
Mstep: Class 15 contains 16491 members 
Mstep: Class 16 contains 22550 members 
Mstep: Class 17 contains 28492 members 
Mstep: Class 18 contains 19706 members 
Mstep: Class 19 contains 1508 members 
Mstep: Class 20 contains 202136 members 
Mstep: Class 21 contains 12294 members 
Mstep: Class 22 contains 1777 members 
Mstep: Class 23 contains 6326 members 
Mstep: Class 24 contains 2124 members 
Mstep: Class 25 contains 36526 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14802 members 
Mstep: Class 28 contains 19926 members 
Mstep: Class 29 contains 37499 members 
Mstep: Class 30 contains 10759 members 
Mstep: Class 31 contains 9129 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 8004 members 
Mstep: Class 34 contains 4025 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1596 members 
Mstep: Class 37 contains 4151 members 
Mstep: Class 38 contains 3403 members 
Mstep: Class 39 contains 33904 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15621 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2521 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1951 members 
Mstep: Class 46 contains 1308 members 
Mstep: Class 47 contains 11495 members 
Mstep: Class 48 contains 1743 members 
Mstep: Class 49 contains 1377 members 
Mstep: Class 50 contains 21355 members 
Mstep: Class 51 contains 960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131240.000000 Penalty: 104041.984375
Iteration 271Q: 52 clusters Score -8.813124e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61499 members 
Mstep: Class 2 contains 10430 members 
Mstep: Class 3 contains 6978 members 
Mstep: Class 4 contains 48076 members 
Mstep: Class 5 contains 8336 members 
Mstep: Class 6 contains 11570 members 
Mstep: Class 7 contains 56278 members 
Mstep: Class 8 contains 10569 members 
Mstep: Class 9 contains 11016 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10286 members 
Mstep: Class 12 contains 7467 members 
Mstep: Class 13 contains 18924 members 
Mstep: Class 14 contains 37770 members 
Mstep: Class 15 contains 16491 members 
Mstep: Class 16 contains 22548 members 
Mstep: Class 17 contains 28495 members 
Mstep: Class 18 contains 19704 members 
Mstep: Class 19 contains 1509 members 
Mstep: Class 20 contains 202134 members 
Mstep: Class 21 contains 12296 members 
Mstep: Class 22 contains 1777 members 
Mstep: Class 23 contains 6323 members 
Mstep: Class 24 contains 2127 members 
Mstep: Class 25 contains 36528 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14800 members 
Mstep: Class 28 contains 19921 members 
Mstep: Class 29 contains 37497 members 
Mstep: Class 30 contains 10759 members 
Mstep: Class 31 contains 9131 members 
Mstep: Class 32 contains 988 members 
Mstep: Class 33 contains 8003 members 
Mstep: Class 34 contains 4023 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1596 members 
Mstep: Class 37 contains 4156 members 
Mstep: Class 38 contains 3403 members 
Mstep: Class 39 contains 33909 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15621 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2519 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1951 members 
Mstep: Class 46 contains 1308 members 
Mstep: Class 47 contains 11513 members 
Mstep: Class 48 contains 1743 members 
Mstep: Class 49 contains 1377 members 
Mstep: Class 50 contains 21348 members 
Mstep: Class 51 contains 961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131160.000000 Penalty: 104041.984375
Iteration 272Q: 52 clusters Score -8.813116e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61498 members 
Mstep: Class 2 contains 10433 members 
Mstep: Class 3 contains 6978 members 
Mstep: Class 4 contains 48076 members 
Mstep: Class 5 contains 8336 members 
Mstep: Class 6 contains 11569 members 
Mstep: Class 7 contains 56266 members 
Mstep: Class 8 contains 10568 members 
Mstep: Class 9 contains 11016 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10286 members 
Mstep: Class 12 contains 7469 members 
Mstep: Class 13 contains 18923 members 
Mstep: Class 14 contains 37771 members 
Mstep: Class 15 contains 16491 members 
Mstep: Class 16 contains 22545 members 
Mstep: Class 17 contains 28494 members 
Mstep: Class 18 contains 19704 members 
Mstep: Class 19 contains 1507 members 
Mstep: Class 20 contains 202130 members 
Mstep: Class 21 contains 12296 members 
Mstep: Class 22 contains 1777 members 
Mstep: Class 23 contains 6318 members 
Mstep: Class 24 contains 2128 members 
Mstep: Class 25 contains 36532 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14799 members 
Mstep: Class 28 contains 19919 members 
Mstep: Class 29 contains 37496 members 
Mstep: Class 30 contains 10760 members 
Mstep: Class 31 contains 9136 members 
Mstep: Class 32 contains 989 members 
Mstep: Class 33 contains 8003 members 
Mstep: Class 34 contains 4025 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1596 members 
Mstep: Class 37 contains 4166 members 
Mstep: Class 38 contains 3404 members 
Mstep: Class 39 contains 33910 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15621 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2518 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1949 members 
Mstep: Class 46 contains 1308 members 
Mstep: Class 47 contains 11519 members 
Mstep: Class 48 contains 1743 members 
Mstep: Class 49 contains 1377 members 
Mstep: Class 50 contains 21347 members 
Mstep: Class 51 contains 962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131216.000000 Penalty: 104041.984375
Iteration 273Q: 52 clusters Score -8.813122e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61500 members 
Mstep: Class 2 contains 10434 members 
Mstep: Class 3 contains 6978 members 
Mstep: Class 4 contains 48075 members 
Mstep: Class 5 contains 8336 members 
Mstep: Class 6 contains 11568 members 
Mstep: Class 7 contains 56253 members 
Mstep: Class 8 contains 10568 members 
Mstep: Class 9 contains 11016 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10286 members 
Mstep: Class 12 contains 7469 members 
Mstep: Class 13 contains 18923 members 
Mstep: Class 14 contains 37770 members 
Mstep: Class 15 contains 16491 members 
Mstep: Class 16 contains 22547 members 
Mstep: Class 17 contains 28495 members 
Mstep: Class 18 contains 19706 members 
Mstep: Class 19 contains 1506 members 
Mstep: Class 20 contains 202130 members 
Mstep: Class 21 contains 12293 members 
Mstep: Class 22 contains 1777 members 
Mstep: Class 23 contains 6311 members 
Mstep: Class 24 contains 2131 members 
Mstep: Class 25 contains 36536 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14797 members 
Mstep: Class 28 contains 19909 members 
Mstep: Class 29 contains 37496 members 
Mstep: Class 30 contains 10760 members 
Mstep: Class 31 contains 9140 members 
Mstep: Class 32 contains 989 members 
Mstep: Class 33 contains 8003 members 
Mstep: Class 34 contains 4025 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1596 members 
Mstep: Class 37 contains 4176 members 
Mstep: Class 38 contains 3404 members 
Mstep: Class 39 contains 33913 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15621 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2517 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1949 members 
Mstep: Class 46 contains 1308 members 
Mstep: Class 47 contains 11527 members 
Mstep: Class 48 contains 1743 members 
Mstep: Class 49 contains 1377 members 
Mstep: Class 50 contains 21346 members 
Mstep: Class 51 contains 963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131200.000000 Penalty: 104041.984375
Iteration 274Q: 52 clusters Score -8.81312e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61502 members 
Mstep: Class 2 contains 10434 members 
Mstep: Class 3 contains 6978 members 
Mstep: Class 4 contains 48078 members 
Mstep: Class 5 contains 8336 members 
Mstep: Class 6 contains 11568 members 
Mstep: Class 7 contains 56251 members 
Mstep: Class 8 contains 10568 members 
Mstep: Class 9 contains 11016 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10286 members 
Mstep: Class 12 contains 7469 members 
Mstep: Class 13 contains 18923 members 
Mstep: Class 14 contains 37769 members 
Mstep: Class 15 contains 16491 members 
Mstep: Class 16 contains 22547 members 
Mstep: Class 17 contains 28494 members 
Mstep: Class 18 contains 19708 members 
Mstep: Class 19 contains 1508 members 
Mstep: Class 20 contains 202123 members 
Mstep: Class 21 contains 12290 members 
Mstep: Class 22 contains 1777 members 
Mstep: Class 23 contains 6302 members 
Mstep: Class 24 contains 2133 members 
Mstep: Class 25 contains 36539 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14797 members 
Mstep: Class 28 contains 19899 members 
Mstep: Class 29 contains 37496 members 
Mstep: Class 30 contains 10760 members 
Mstep: Class 31 contains 9144 members 
Mstep: Class 32 contains 989 members 
Mstep: Class 33 contains 8002 members 
Mstep: Class 34 contains 4027 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1596 members 
Mstep: Class 37 contains 4185 members 
Mstep: Class 38 contains 3404 members 
Mstep: Class 39 contains 33915 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15621 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2517 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1948 members 
Mstep: Class 46 contains 1308 members 
Mstep: Class 47 contains 11531 members 
Mstep: Class 48 contains 1743 members 
Mstep: Class 49 contains 1377 members 
Mstep: Class 50 contains 21346 members 
Mstep: Class 51 contains 963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131176.000000 Penalty: 104041.984375
Iteration 275Q: 52 clusters Score -8.813118e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61504 members 
Mstep: Class 2 contains 10433 members 
Mstep: Class 3 contains 6978 members 
Mstep: Class 4 contains 48080 members 
Mstep: Class 5 contains 8336 members 
Mstep: Class 6 contains 11568 members 
Mstep: Class 7 contains 56242 members 
Mstep: Class 8 contains 10568 members 
Mstep: Class 9 contains 11016 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10286 members 
Mstep: Class 12 contains 7469 members 
Mstep: Class 13 contains 18922 members 
Mstep: Class 14 contains 37768 members 
Mstep: Class 15 contains 16491 members 
Mstep: Class 16 contains 22549 members 
Mstep: Class 17 contains 28493 members 
Mstep: Class 18 contains 19710 members 
Mstep: Class 19 contains 1508 members 
Mstep: Class 20 contains 202122 members 
Mstep: Class 21 contains 12294 members 
Mstep: Class 22 contains 1777 members 
Mstep: Class 23 contains 6295 members 
Mstep: Class 24 contains 2134 members 
Mstep: Class 25 contains 36541 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14797 members 
Mstep: Class 28 contains 19885 members 
Mstep: Class 29 contains 37496 members 
Mstep: Class 30 contains 10761 members 
Mstep: Class 31 contains 9148 members 
Mstep: Class 32 contains 989 members 
Mstep: Class 33 contains 8002 members 
Mstep: Class 34 contains 4028 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1596 members 
Mstep: Class 37 contains 4195 members 
Mstep: Class 38 contains 3404 members 
Mstep: Class 39 contains 33916 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2517 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1946 members 
Mstep: Class 46 contains 1308 members 
Mstep: Class 47 contains 11537 members 
Mstep: Class 48 contains 1743 members 
Mstep: Class 49 contains 1377 members 
Mstep: Class 50 contains 21344 members 
Mstep: Class 51 contains 963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131200.000000 Penalty: 104041.984375
Iteration 276Q: 52 clusters Score -8.81312e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61510 members 
Mstep: Class 2 contains 10433 members 
Mstep: Class 3 contains 6978 members 
Mstep: Class 4 contains 48078 members 
Mstep: Class 5 contains 8335 members 
Mstep: Class 6 contains 11569 members 
Mstep: Class 7 contains 56232 members 
Mstep: Class 8 contains 10568 members 
Mstep: Class 9 contains 11016 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7469 members 
Mstep: Class 13 contains 18922 members 
Mstep: Class 14 contains 37768 members 
Mstep: Class 15 contains 16491 members 
Mstep: Class 16 contains 22547 members 
Mstep: Class 17 contains 28493 members 
Mstep: Class 18 contains 19709 members 
Mstep: Class 19 contains 1508 members 
Mstep: Class 20 contains 202119 members 
Mstep: Class 21 contains 12296 members 
Mstep: Class 22 contains 1777 members 
Mstep: Class 23 contains 6289 members 
Mstep: Class 24 contains 2137 members 
Mstep: Class 25 contains 36541 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14797 members 
Mstep: Class 28 contains 19880 members 
Mstep: Class 29 contains 37496 members 
Mstep: Class 30 contains 10763 members 
Mstep: Class 31 contains 9148 members 
Mstep: Class 32 contains 989 members 
Mstep: Class 33 contains 8002 members 
Mstep: Class 34 contains 4031 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1596 members 
Mstep: Class 37 contains 4206 members 
Mstep: Class 38 contains 3403 members 
Mstep: Class 39 contains 33918 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2517 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1945 members 
Mstep: Class 46 contains 1308 members 
Mstep: Class 47 contains 11543 members 
Mstep: Class 48 contains 1743 members 
Mstep: Class 49 contains 1377 members 
Mstep: Class 50 contains 21341 members 
Mstep: Class 51 contains 963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131184.000000 Penalty: 104041.984375
Iteration 277Q: 52 clusters Score -8.813118e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61507 members 
Mstep: Class 2 contains 10431 members 
Mstep: Class 3 contains 6978 members 
Mstep: Class 4 contains 48076 members 
Mstep: Class 5 contains 8334 members 
Mstep: Class 6 contains 11571 members 
Mstep: Class 7 contains 56219 members 
Mstep: Class 8 contains 10567 members 
Mstep: Class 9 contains 11016 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7469 members 
Mstep: Class 13 contains 18922 members 
Mstep: Class 14 contains 37768 members 
Mstep: Class 15 contains 16491 members 
Mstep: Class 16 contains 22548 members 
Mstep: Class 17 contains 28494 members 
Mstep: Class 18 contains 19712 members 
Mstep: Class 19 contains 1508 members 
Mstep: Class 20 contains 202115 members 
Mstep: Class 21 contains 12298 members 
Mstep: Class 22 contains 1777 members 
Mstep: Class 23 contains 6290 members 
Mstep: Class 24 contains 2138 members 
Mstep: Class 25 contains 36541 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14797 members 
Mstep: Class 28 contains 19873 members 
Mstep: Class 29 contains 37496 members 
Mstep: Class 30 contains 10764 members 
Mstep: Class 31 contains 9153 members 
Mstep: Class 32 contains 989 members 
Mstep: Class 33 contains 8002 members 
Mstep: Class 34 contains 4032 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1596 members 
Mstep: Class 37 contains 4212 members 
Mstep: Class 38 contains 3403 members 
Mstep: Class 39 contains 33918 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2517 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1945 members 
Mstep: Class 46 contains 1308 members 
Mstep: Class 47 contains 11554 members 
Mstep: Class 48 contains 1744 members 
Mstep: Class 49 contains 1377 members 
Mstep: Class 50 contains 21338 members 
Mstep: Class 51 contains 963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131240.000000 Penalty: 104041.984375
Iteration 278Q: 52 clusters Score -8.813124e+07 nChanged 72
Entering ConstructFrom: 
Score: -88131240.000000 Penalty: 104041.984375
Entering ConstructFrom: 
Trying to split cluster 1 (61510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61510 members 
Entering Unmasked Estep 
Score: -6312872.500000 Penalty: 1640.810913
	Iteration 0F: 2 clusters Score -6312872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30684 members 
Mstep: Class 2 contains 30826 members 
Entering Unmasked Estep 
Score: -6272675.500000 Penalty: 3281.621826
	Iteration 0F: 3 clusters Score -6272676 nChanged 28625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30887 members 
Mstep: Class 2 contains 30623 members 
Entering Unmasked Estep 
Score: -6288821.500000 Penalty: 3281.621826
	Iteration 1F: 3 clusters Score -6288822 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31285 members 
Mstep: Class 2 contains 30225 members 
Entering Unmasked Estep 
Score: -6289666.000000 Penalty: 3281.621826
	Iteration 2Q: 3 clusters Score -6289666 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31914 members 
Mstep: Class 2 contains 29596 members 
Entering Unmasked Estep 
Score: -6290743.500000 Penalty: 3281.621826
	Iteration 3Q: 3 clusters Score -6290744 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32769 members 
Mstep: Class 2 contains 28741 members 
Entering Unmasked Estep 
Score: -6292132.000000 Penalty: 3281.621826
	Iteration 4Q: 3 clusters Score -6292132 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33835 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
Score: -6293747.500000 Penalty: 3281.621826
	Iteration 5F: 3 clusters Score -6293748 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34978 members 
Mstep: Class 2 contains 26532 members 
Entering Unmasked Estep 
Score: -6295562.500000 Penalty: 3281.621826
	Iteration 6F: 3 clusters Score -6295562 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36060 members 
Mstep: Class 2 contains 25450 members 
Entering Unmasked Estep 
Score: -6297269.000000 Penalty: 3281.621826
	Iteration 7F: 3 clusters Score -6297269 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37078 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -6298808.500000 Penalty: 3281.621826
	Iteration 8F: 3 clusters Score -6298808 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38001 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -6300095.000000 Penalty: 3281.621826
	Iteration 9Q: 3 clusters Score -6300095 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38817 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -6301215.000000 Penalty: 3281.621826
	Iteration 10Q: 3 clusters Score -6301215 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 21893 members 
Entering Unmasked Estep 
Score: -6302155.500000 Penalty: 3281.621826
	Iteration 11Q: 3 clusters Score -6302156 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40352 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -6303001.000000 Penalty: 3281.621826
	Iteration 12Q: 3 clusters Score -6303001 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41045 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -6303833.500000 Penalty: 3281.621826
	Iteration 13Q: 3 clusters Score -6303834 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41723 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -6304519.500000 Penalty: 3281.621826
	Iteration 14Q: 3 clusters Score -6304520 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42364 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -6305121.000000 Penalty: 3281.621826
	Iteration 15Q: 3 clusters Score -6305121 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43022 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -6305585.000000 Penalty: 3281.621826
	Iteration 16Q: 3 clusters Score -6305585 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43642 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -6305949.000000 Penalty: 3281.621826
	Iteration 17Q: 3 clusters Score -6305949 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44241 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -6306196.000000 Penalty: 3281.621826
	Iteration 18Q: 3 clusters Score -6306196 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44809 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -6306406.000000 Penalty: 3281.621826
	Iteration 19Q: 3 clusters Score -6306406 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45328 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -6306577.500000 Penalty: 3281.621826
	Iteration 20F: 3 clusters Score -6306578 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45856 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -6306693.000000 Penalty: 3281.621826
	Iteration 21Q: 3 clusters Score -6306693 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46374 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -6306818.500000 Penalty: 3281.621826
	Iteration 22Q: 3 clusters Score -6306818 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46873 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -6306941.500000 Penalty: 3281.621826
	Iteration 23Q: 3 clusters Score -6306942 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47379 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -6307077.500000 Penalty: 3281.621826
	Iteration 24Q: 3 clusters Score -6307078 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47907 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -6307185.500000 Penalty: 3281.621826
	Iteration 25Q: 3 clusters Score -6307186 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48436 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -6307291.500000 Penalty: 3281.621826
	Iteration 26Q: 3 clusters Score -6307292 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48972 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -6307428.000000 Penalty: 3281.621826
	Iteration 27Q: 3 clusters Score -6307428 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49529 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -6307541.500000 Penalty: 3281.621826
	Iteration 28Q: 3 clusters Score -6307542 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50106 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -6307695.000000 Penalty: 3281.621826
	Iteration 29Q: 3 clusters Score -6307695 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50703 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -6307861.500000 Penalty: 3281.621826
	Iteration 30Q: 3 clusters Score -6307862 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51310 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -6308023.500000 Penalty: 3281.621826
	Iteration 31Q: 3 clusters Score -6308024 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51924 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -6308220.500000 Penalty: 3281.621826
	Iteration 32Q: 3 clusters Score -6308220 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52523 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -6308380.000000 Penalty: 3281.621826
	Iteration 33Q: 3 clusters Score -6308380 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53104 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -6308559.500000 Penalty: 3281.621826
	Iteration 34Q: 3 clusters Score -6308560 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53624 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -6308693.000000 Penalty: 3281.621826
	Iteration 35Q: 3 clusters Score -6308693 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54149 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -6308818.500000 Penalty: 3281.621826
	Iteration 36Q: 3 clusters Score -6308818 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54708 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -6309003.500000 Penalty: 3281.621826
	Iteration 37Q: 3 clusters Score -6309004 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55252 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -6309176.500000 Penalty: 3281.621826
	Iteration 38Q: 3 clusters Score -6309176 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55789 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -6309394.500000 Penalty: 3281.621826
	Iteration 39Q: 3 clusters Score -6309394 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56299 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -6309604.000000 Penalty: 3281.621826
	Iteration 40F: 3 clusters Score -6309604 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56809 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -6309776.000000 Penalty: 3281.621826
	Iteration 41Q: 3 clusters Score -6309776 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57304 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -6310008.000000 Penalty: 3281.621826
	Iteration 42Q: 3 clusters Score -6310008 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57790 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -6310166.000000 Penalty: 3281.621826
	Iteration 43Q: 3 clusters Score -6310166 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58222 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -6310385.000000 Penalty: 3281.621826
	Iteration 44Q: 3 clusters Score -6310385 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58639 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -6310597.500000 Penalty: 3281.621826
	Iteration 45Q: 3 clusters Score -6310598 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59003 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -6310757.500000 Penalty: 3281.621826
	Iteration 46Q: 3 clusters Score -6310758 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59302 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -6310894.000000 Penalty: 3281.621826
	Iteration 47Q: 3 clusters Score -6310894 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59563 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -6311045.500000 Penalty: 3281.621826
	Iteration 48Q: 3 clusters Score -6311046 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59794 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -6311172.500000 Penalty: 3281.621826
	Iteration 49Q: 3 clusters Score -6311172 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59961 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -6311268.500000 Penalty: 3281.621826
	Iteration 50Q: 3 clusters Score -6311268 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60078 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -6311309.500000 Penalty: 3281.621826
	Iteration 51Q: 3 clusters Score -6311310 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60190 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -6311361.500000 Penalty: 3281.621826
	Iteration 52Q: 3 clusters Score -6311362 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60283 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -6311419.000000 Penalty: 3281.621826
	Iteration 53Q: 3 clusters Score -6311419 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60368 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -6311460.500000 Penalty: 3281.621826
	Iteration 54Q: 3 clusters Score -6311460 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60429 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -6311496.000000 Penalty: 3281.621826
	Iteration 55Q: 3 clusters Score -6311496 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60484 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -6311528.000000 Penalty: 3281.621826
	Iteration 56Q: 3 clusters Score -6311528 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60529 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -6311543.000000 Penalty: 3281.621826
	Iteration 57Q: 3 clusters Score -6311543 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60571 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -6311578.500000 Penalty: 3281.621826
	Iteration 58Q: 3 clusters Score -6311578 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60609 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -6311598.500000 Penalty: 3281.621826
	Iteration 59Q: 3 clusters Score -6311598 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60637 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -6311613.000000 Penalty: 3281.621826
	Iteration 60F: 3 clusters Score -6311613 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60657 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -6311629.500000 Penalty: 3281.621826
	Iteration 61Q: 3 clusters Score -6311630 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60675 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -6311643.000000 Penalty: 3281.621826
	Iteration 62Q: 3 clusters Score -6311643 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60695 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -6311642.500000 Penalty: 3281.621826
	Iteration 63Q: 3 clusters Score -6311642 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60711 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -6311646.000000 Penalty: 3281.621826
	Iteration 64Q: 3 clusters Score -6311646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60725 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -6311655.000000 Penalty: 3281.621826
	Iteration 65Q: 3 clusters Score -6311655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60732 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -6311660.000000 Penalty: 3281.621826
	Iteration 66Q: 3 clusters Score -6311660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60742 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -6311664.500000 Penalty: 3281.621826
	Iteration 67Q: 3 clusters Score -6311664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60748 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -6311667.000000 Penalty: 3281.621826
	Iteration 68Q: 3 clusters Score -6311667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60753 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -6311670.000000 Penalty: 3281.621826
	Iteration 69Q: 3 clusters Score -6311670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60758 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -6311675.000000 Penalty: 3281.621826
	Iteration 70Q: 3 clusters Score -6311675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60760 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -6311672.000000 Penalty: 3281.621826
	Iteration 71Q: 3 clusters Score -6311672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60767 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -6311671.000000 Penalty: 3281.621826
	Iteration 72Q: 3 clusters Score -6311671 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60777 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -6311675.500000 Penalty: 3281.621826
	Iteration 73Q: 3 clusters Score -6311676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60791 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -6311678.500000 Penalty: 3281.621826
	Iteration 74Q: 3 clusters Score -6311678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60801 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -6311690.000000 Penalty: 3281.621826
	Iteration 75Q: 3 clusters Score -6311690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60804 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -6311701.500000 Penalty: 3281.621826
	Iteration 76Q: 3 clusters Score -6311702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60815 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -6311707.000000 Penalty: 3281.621826
	Iteration 77Q: 3 clusters Score -6311707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60818 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -6311704.500000 Penalty: 3281.621826
	Iteration 78Q: 3 clusters Score -6311704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60821 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -6311696.500000 Penalty: 3281.621826
	Iteration 79Q: 3 clusters Score -6311696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60822 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -6311697.500000 Penalty: 3281.621826
	Iteration 80F: 3 clusters Score -6311698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60825 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -6311706.000000 Penalty: 3281.621826
	Iteration 81Q: 3 clusters Score -6311706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60828 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -6311707.500000 Penalty: 3281.621826
	Iteration 82Q: 3 clusters Score -6311708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60834 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -6311715.500000 Penalty: 3281.621826
	Iteration 83Q: 3 clusters Score -6311716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60837 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -6311722.000000 Penalty: 3281.621826
	Iteration 84Q: 3 clusters Score -6311722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60839 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -6311720.000000 Penalty: 3281.621826
	Iteration 85Q: 3 clusters Score -6311720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60840 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -6311723.000000 Penalty: 3281.621826
	Iteration 86Q: 3 clusters Score -6311723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60841 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -6311725.500000 Penalty: 3281.621826
	Iteration 87Q: 3 clusters Score -6311726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60841 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -6311725.500000 Penalty: 3281.621826
	Iteration 88F: 3 clusters Score -6311726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Entering Unmasked Estep 
Score: -1044658.937500 Penalty: 1376.777588
	Iteration 0F: 2 clusters Score -1044659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1037682.562500 Penalty: 2753.555176
	Iteration 0F: 3 clusters Score -1037683 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1040215.000000 Penalty: 2753.555176
	Iteration 1F: 3 clusters Score -1040215 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1040733.875000 Penalty: 2753.555176
	Iteration 2F: 3 clusters Score -1040734 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1041377.000000 Penalty: 2753.555176
	Iteration 3F: 3 clusters Score -1041377 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1042039.687500 Penalty: 2753.555176
	Iteration 4F: 3 clusters Score -1042040 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1042617.375000 Penalty: 2753.555176
	Iteration 5F: 3 clusters Score -1042617 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1043045.625000 Penalty: 2753.555176
	Iteration 6F: 3 clusters Score -1043046 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1043349.125000 Penalty: 2753.555176
	Iteration 7Q: 3 clusters Score -1043349 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1043563.375000 Penalty: 2753.555176
	Iteration 8Q: 3 clusters Score -1043563 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1043712.312500 Penalty: 2753.555176
	Iteration 9Q: 3 clusters Score -1043712 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1043809.125000 Penalty: 2753.555176
	Iteration 10Q: 3 clusters Score -1043809 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1043881.375000 Penalty: 2753.555176
	Iteration 11Q: 3 clusters Score -1043881 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1043933.500000 Penalty: 2753.555176
	Iteration 12Q: 3 clusters Score -1043934 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1043976.375000 Penalty: 2753.555176
	Iteration 13Q: 3 clusters Score -1043976 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1044009.937500 Penalty: 2753.555176
	Iteration 14Q: 3 clusters Score -1044010 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1044036.312500 Penalty: 2753.555176
	Iteration 15Q: 3 clusters Score -1044036 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1044049.250000 Penalty: 2753.555176
	Iteration 16Q: 3 clusters Score -1044049 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1044065.625000 Penalty: 2753.555176
	Iteration 17Q: 3 clusters Score -1044066 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1044080.812500 Penalty: 2753.555176
	Iteration 18Q: 3 clusters Score -1044081 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1044091.812500 Penalty: 2753.555176
	Iteration 19Q: 3 clusters Score -1044092 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1044111.125000 Penalty: 2753.555176
	Iteration 20F: 3 clusters Score -1044111 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1044123.500000 Penalty: 2753.555176
	Iteration 21Q: 3 clusters Score -1044124 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1044135.437500 Penalty: 2753.555176
	Iteration 22Q: 3 clusters Score -1044135 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1044142.187500 Penalty: 2753.555176
	Iteration 23Q: 3 clusters Score -1044142 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1044149.375000 Penalty: 2753.555176
	Iteration 24Q: 3 clusters Score -1044149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1044151.375000 Penalty: 2753.555176
	Iteration 25Q: 3 clusters Score -1044151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1044152.812500 Penalty: 2753.555176
	Iteration 26Q: 3 clusters Score -1044153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1044156.750000 Penalty: 2753.555176
	Iteration 27Q: 3 clusters Score -1044157 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1044158.062500 Penalty: 2753.555176
	Iteration 28Q: 3 clusters Score -1044158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1044161.500000 Penalty: 2753.555176
	Iteration 29Q: 3 clusters Score -1044162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1044163.625000 Penalty: 2753.555176
	Iteration 30Q: 3 clusters Score -1044164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1044164.625000 Penalty: 2753.555176
	Iteration 31Q: 3 clusters Score -1044165 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1044164.750000 Penalty: 2753.555176
	Iteration 32Q: 3 clusters Score -1044165 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1044167.937500 Penalty: 2753.555176
	Iteration 33Q: 3 clusters Score -1044168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1044172.000000 Penalty: 2753.555176
	Iteration 34Q: 3 clusters Score -1044172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1044172.062500 Penalty: 2753.555176
	Iteration 35Q: 3 clusters Score -1044172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1044174.125000 Penalty: 2753.555176
	Iteration 36Q: 3 clusters Score -1044174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1044176.250000 Penalty: 2753.555176
	Iteration 37Q: 3 clusters Score -1044176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1044176.375000 Penalty: 2753.555176
	Iteration 38Q: 3 clusters Score -1044176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1044178.750000 Penalty: 2753.555176
	Iteration 39Q: 3 clusters Score -1044179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1044180.562500 Penalty: 2753.555176
	Iteration 40F: 3 clusters Score -1044181 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1044183.312500 Penalty: 2753.555176
	Iteration 41Q: 3 clusters Score -1044183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1044185.812500 Penalty: 2753.555176
	Iteration 42Q: 3 clusters Score -1044186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1044184.937500 Penalty: 2753.555176
	Iteration 43Q: 3 clusters Score -1044185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1044186.875000 Penalty: 2753.555176
	Iteration 44Q: 3 clusters Score -1044187 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1044191.750000 Penalty: 2753.555176
	Iteration 45Q: 3 clusters Score -1044192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1044191.875000 Penalty: 2753.555176
	Iteration 46Q: 3 clusters Score -1044192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1044192.437500 Penalty: 2753.555176
	Iteration 47Q: 3 clusters Score -1044192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1044195.375000 Penalty: 2753.555176
	Iteration 48Q: 3 clusters Score -1044195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1044193.937500 Penalty: 2753.555176
	Iteration 49Q: 3 clusters Score -1044194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1044195.937500 Penalty: 2753.555176
	Iteration 50Q: 3 clusters Score -1044196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1044195.937500 Penalty: 2753.555176
	Iteration 51F: 3 clusters Score -1044196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Entering Unmasked Estep 
Score: -747365.437500 Penalty: 1316.957031
	Iteration 0F: 2 clusters Score -747365.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -742485.625000 Penalty: 2633.914062
	Iteration 0F: 3 clusters Score -742485.6 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -743993.000000 Penalty: 2633.914062
	Iteration 1F: 3 clusters Score -743993 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -744248.562500 Penalty: 2633.914062
	Iteration 2F: 3 clusters Score -744248.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -744429.812500 Penalty: 2633.914062
	Iteration 3F: 3 clusters Score -744429.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -744580.937500 Penalty: 2633.914062
	Iteration 4Q: 3 clusters Score -744580.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -744702.437500 Penalty: 2633.914062
	Iteration 5Q: 3 clusters Score -744702.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -744827.562500 Penalty: 2633.914062
	Iteration 6Q: 3 clusters Score -744827.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -744970.937500 Penalty: 2633.914062
	Iteration 7Q: 3 clusters Score -744970.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -745125.437500 Penalty: 2633.914062
	Iteration 8Q: 3 clusters Score -745125.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -745305.250000 Penalty: 2633.914062
	Iteration 9Q: 3 clusters Score -745305.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -745479.375000 Penalty: 2633.914062
	Iteration 10Q: 3 clusters Score -745479.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -745652.937500 Penalty: 2633.914062
	Iteration 11Q: 3 clusters Score -745652.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -745779.687500 Penalty: 2633.914062
	Iteration 12Q: 3 clusters Score -745779.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -745874.625000 Penalty: 2633.914062
	Iteration 13Q: 3 clusters Score -745874.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -745970.562500 Penalty: 2633.914062
	Iteration 14Q: 3 clusters Score -745970.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -746050.500000 Penalty: 2633.914062
	Iteration 15Q: 3 clusters Score -746050.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -746114.562500 Penalty: 2633.914062
	Iteration 16Q: 3 clusters Score -746114.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -746161.250000 Penalty: 2633.914062
	Iteration 17Q: 3 clusters Score -746161.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -746201.312500 Penalty: 2633.914062
	Iteration 18Q: 3 clusters Score -746201.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -746229.562500 Penalty: 2633.914062
	Iteration 19Q: 3 clusters Score -746229.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -746251.500000 Penalty: 2633.914062
	Iteration 20F: 3 clusters Score -746251.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -746273.062500 Penalty: 2633.914062
	Iteration 21Q: 3 clusters Score -746273.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -746289.437500 Penalty: 2633.914062
	Iteration 22Q: 3 clusters Score -746289.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -746302.562500 Penalty: 2633.914062
	Iteration 23Q: 3 clusters Score -746302.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -746309.312500 Penalty: 2633.914062
	Iteration 24Q: 3 clusters Score -746309.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -746315.937500 Penalty: 2633.914062
	Iteration 25Q: 3 clusters Score -746315.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -746327.375000 Penalty: 2633.914062
	Iteration 26Q: 3 clusters Score -746327.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -746336.062500 Penalty: 2633.914062
	Iteration 27Q: 3 clusters Score -746336.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -746335.937500 Penalty: 2633.914062
	Iteration 28Q: 3 clusters Score -746335.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -746338.187500 Penalty: 2633.914062
	Iteration 29Q: 3 clusters Score -746338.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -746339.375000 Penalty: 2633.914062
	Iteration 30Q: 3 clusters Score -746339.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -746339.375000 Penalty: 2633.914062
	Iteration 31F: 3 clusters Score -746339.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (48074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48074 members 
Entering Unmasked Estep 
Score: -4802655.500000 Penalty: 1604.137939
	Iteration 0F: 2 clusters Score -4802656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
Score: -4771416.000000 Penalty: 3208.275879
	Iteration 0F: 3 clusters Score -4771416 nChanged 22027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -4783982.000000 Penalty: 3208.275879
	Iteration 1F: 3 clusters Score -4783982 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -4784879.500000 Penalty: 3208.275879
	Iteration 2Q: 3 clusters Score -4784880 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25429 members 
Mstep: Class 2 contains 22645 members 
Entering Unmasked Estep 
Score: -4785981.000000 Penalty: 3208.275879
	Iteration 3Q: 3 clusters Score -4785981 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -4787498.000000 Penalty: 3208.275879
	Iteration 4F: 3 clusters Score -4787498 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26541 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -4789540.500000 Penalty: 3208.275879
	Iteration 5F: 3 clusters Score -4789540 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27159 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -4792140.500000 Penalty: 3208.275879
	Iteration 6F: 3 clusters Score -4792140 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -4794783.000000 Penalty: 3208.275879
	Iteration 7F: 3 clusters Score -4794783 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27933 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -4796925.000000 Penalty: 3208.275879
	Iteration 8F: 3 clusters Score -4796925 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28096 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -4798326.000000 Penalty: 3208.275879
	Iteration 9Q: 3 clusters Score -4798326 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28204 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -4799094.500000 Penalty: 3208.275879
	Iteration 10Q: 3 clusters Score -4799094 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28326 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -4799606.500000 Penalty: 3208.275879
	Iteration 11Q: 3 clusters Score -4799606 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28473 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -4800017.500000 Penalty: 3208.275879
	Iteration 12Q: 3 clusters Score -4800018 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28599 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -4800306.500000 Penalty: 3208.275879
	Iteration 13Q: 3 clusters Score -4800306 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28731 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -4800467.000000 Penalty: 3208.275879
	Iteration 14Q: 3 clusters Score -4800467 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28891 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -4800622.000000 Penalty: 3208.275879
	Iteration 15Q: 3 clusters Score -4800622 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -4800704.000000 Penalty: 3208.275879
	Iteration 16Q: 3 clusters Score -4800704 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29175 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -4800770.500000 Penalty: 3208.275879
	Iteration 17Q: 3 clusters Score -4800770 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29303 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -4800824.000000 Penalty: 3208.275879
	Iteration 18Q: 3 clusters Score -4800824 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29416 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -4800865.500000 Penalty: 3208.275879
	Iteration 19Q: 3 clusters Score -4800866 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29515 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -4800904.000000 Penalty: 3208.275879
	Iteration 20F: 3 clusters Score -4800904 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29610 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -4800934.500000 Penalty: 3208.275879
	Iteration 21Q: 3 clusters Score -4800934 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29694 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -4800946.500000 Penalty: 3208.275879
	Iteration 22Q: 3 clusters Score -4800946 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29791 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -4800962.000000 Penalty: 3208.275879
	Iteration 23Q: 3 clusters Score -4800962 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29895 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -4800973.000000 Penalty: 3208.275879
	Iteration 24Q: 3 clusters Score -4800973 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29999 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -4800991.000000 Penalty: 3208.275879
	Iteration 25Q: 3 clusters Score -4800991 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30080 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -4801001.000000 Penalty: 3208.275879
	Iteration 26Q: 3 clusters Score -4801001 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30158 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -4800999.000000 Penalty: 3208.275879
	Iteration 27Q: 3 clusters Score -4800999 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30242 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -4801008.500000 Penalty: 3208.275879
	Iteration 28Q: 3 clusters Score -4801008 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30325 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -4801019.000000 Penalty: 3208.275879
	Iteration 29Q: 3 clusters Score -4801019 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30412 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -4801030.000000 Penalty: 3208.275879
	Iteration 30Q: 3 clusters Score -4801030 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30485 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -4801036.500000 Penalty: 3208.275879
	Iteration 31Q: 3 clusters Score -4801036 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30552 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -4801055.500000 Penalty: 3208.275879
	Iteration 32Q: 3 clusters Score -4801056 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30612 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -4801070.500000 Penalty: 3208.275879
	Iteration 33Q: 3 clusters Score -4801070 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30660 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -4801067.000000 Penalty: 3208.275879
	Iteration 34Q: 3 clusters Score -4801067 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30708 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -4801068.500000 Penalty: 3208.275879
	Iteration 35Q: 3 clusters Score -4801068 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30749 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -4801079.000000 Penalty: 3208.275879
	Iteration 36Q: 3 clusters Score -4801079 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30785 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -4801074.000000 Penalty: 3208.275879
	Iteration 37Q: 3 clusters Score -4801074 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30815 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -4801079.000000 Penalty: 3208.275879
	Iteration 38Q: 3 clusters Score -4801079 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30843 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -4801069.500000 Penalty: 3208.275879
	Iteration 39Q: 3 clusters Score -4801070 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30871 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -4801059.500000 Penalty: 3208.275879
	Iteration 40F: 3 clusters Score -4801060 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30891 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -4801059.500000 Penalty: 3208.275879
	Iteration 41Q: 3 clusters Score -4801060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30909 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -4801064.500000 Penalty: 3208.275879
	Iteration 42Q: 3 clusters Score -4801064 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30929 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -4801070.500000 Penalty: 3208.275879
	Iteration 43Q: 3 clusters Score -4801070 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30952 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -4801074.000000 Penalty: 3208.275879
	Iteration 44Q: 3 clusters Score -4801074 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30973 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -4801081.500000 Penalty: 3208.275879
	Iteration 45Q: 3 clusters Score -4801082 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30989 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -4801076.000000 Penalty: 3208.275879
	Iteration 46Q: 3 clusters Score -4801076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31003 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -4801076.500000 Penalty: 3208.275879
	Iteration 47Q: 3 clusters Score -4801076 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -4801075.000000 Penalty: 3208.275879
	Iteration 48Q: 3 clusters Score -4801075 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31037 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -4801073.000000 Penalty: 3208.275879
	Iteration 49Q: 3 clusters Score -4801073 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31052 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -4801072.500000 Penalty: 3208.275879
	Iteration 50Q: 3 clusters Score -4801072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31065 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -4801067.500000 Penalty: 3208.275879
	Iteration 51Q: 3 clusters Score -4801068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31076 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -4801076.000000 Penalty: 3208.275879
	Iteration 52Q: 3 clusters Score -4801076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31084 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -4801073.500000 Penalty: 3208.275879
	Iteration 53Q: 3 clusters Score -4801074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31096 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -4801071.000000 Penalty: 3208.275879
	Iteration 54Q: 3 clusters Score -4801071 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31110 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -4801075.000000 Penalty: 3208.275879
	Iteration 55Q: 3 clusters Score -4801075 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31122 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -4801077.000000 Penalty: 3208.275879
	Iteration 56Q: 3 clusters Score -4801077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31129 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -4801078.500000 Penalty: 3208.275879
	Iteration 57Q: 3 clusters Score -4801078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31137 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -4801076.500000 Penalty: 3208.275879
	Iteration 58Q: 3 clusters Score -4801076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31146 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -4801082.000000 Penalty: 3208.275879
	Iteration 59Q: 3 clusters Score -4801082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31156 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -4801076.500000 Penalty: 3208.275879
	Iteration 60F: 3 clusters Score -4801076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31165 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -4801080.500000 Penalty: 3208.275879
	Iteration 61Q: 3 clusters Score -4801080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31171 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -4801074.500000 Penalty: 3208.275879
	Iteration 62Q: 3 clusters Score -4801074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31176 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -4801079.500000 Penalty: 3208.275879
	Iteration 63Q: 3 clusters Score -4801080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31180 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -4801078.500000 Penalty: 3208.275879
	Iteration 64Q: 3 clusters Score -4801078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31187 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -4801080.500000 Penalty: 3208.275879
	Iteration 65Q: 3 clusters Score -4801080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31198 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -4801083.500000 Penalty: 3208.275879
	Iteration 66Q: 3 clusters Score -4801084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31208 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -4801083.500000 Penalty: 3208.275879
	Iteration 67Q: 3 clusters Score -4801084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31215 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -4801087.000000 Penalty: 3208.275879
	Iteration 68Q: 3 clusters Score -4801087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31219 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -4801086.000000 Penalty: 3208.275879
	Iteration 69Q: 3 clusters Score -4801086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31219 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -4801086.000000 Penalty: 3208.275879
	Iteration 70F: 3 clusters Score -4801086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Entering Unmasked Estep 
Score: -792441.750000 Penalty: 1343.363281
	Iteration 0F: 2 clusters Score -792441.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -786655.875000 Penalty: 2686.726562
	Iteration 0F: 3 clusters Score -786655.9 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -788675.375000 Penalty: 2686.726562
	Iteration 1F: 3 clusters Score -788675.4 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -789244.937500 Penalty: 2686.726562
	Iteration 2F: 3 clusters Score -789244.9 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -789713.875000 Penalty: 2686.726562
	Iteration 3F: 3 clusters Score -789713.9 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -790189.750000 Penalty: 2686.726562
	Iteration 4F: 3 clusters Score -790189.8 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -790625.500000 Penalty: 2686.726562
	Iteration 5F: 3 clusters Score -790625.5 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -790980.937500 Penalty: 2686.726562
	Iteration 6F: 3 clusters Score -790980.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -791259.875000 Penalty: 2686.726562
	Iteration 7Q: 3 clusters Score -791259.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -791507.812500 Penalty: 2686.726562
	Iteration 8Q: 3 clusters Score -791507.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -791695.812500 Penalty: 2686.726562
	Iteration 9Q: 3 clusters Score -791695.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -791821.937500 Penalty: 2686.726562
	Iteration 10Q: 3 clusters Score -791821.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -791916.062500 Penalty: 2686.726562
	Iteration 11Q: 3 clusters Score -791916.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -791999.937500 Penalty: 2686.726562
	Iteration 12Q: 3 clusters Score -791999.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -792067.187500 Penalty: 2686.726562
	Iteration 13Q: 3 clusters Score -792067.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -792157.750000 Penalty: 2686.726562
	Iteration 14Q: 3 clusters Score -792157.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -792224.562500 Penalty: 2686.726562
	Iteration 15Q: 3 clusters Score -792224.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -792270.812500 Penalty: 2686.726562
	Iteration 16Q: 3 clusters Score -792270.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -792305.562500 Penalty: 2686.726562
	Iteration 17Q: 3 clusters Score -792305.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -792330.875000 Penalty: 2686.726562
	Iteration 18Q: 3 clusters Score -792330.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -792349.687500 Penalty: 2686.726562
	Iteration 19Q: 3 clusters Score -792349.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -792360.062500 Penalty: 2686.726562
	Iteration 20F: 3 clusters Score -792360.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -792375.937500 Penalty: 2686.726562
	Iteration 21Q: 3 clusters Score -792375.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -792385.437500 Penalty: 2686.726562
	Iteration 22Q: 3 clusters Score -792385.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -792395.812500 Penalty: 2686.726562
	Iteration 23Q: 3 clusters Score -792395.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -792406.750000 Penalty: 2686.726562
	Iteration 24Q: 3 clusters Score -792406.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -792413.000000 Penalty: 2686.726562
	Iteration 25Q: 3 clusters Score -792413 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -792414.375000 Penalty: 2686.726562
	Iteration 26Q: 3 clusters Score -792414.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -792417.312500 Penalty: 2686.726562
	Iteration 27Q: 3 clusters Score -792417.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -792419.875000 Penalty: 2686.726562
	Iteration 28Q: 3 clusters Score -792419.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -792424.687500 Penalty: 2686.726562
	Iteration 29Q: 3 clusters Score -792424.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -792425.750000 Penalty: 2686.726562
	Iteration 30Q: 3 clusters Score -792425.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -792426.875000 Penalty: 2686.726562
	Iteration 31Q: 3 clusters Score -792426.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -792430.062500 Penalty: 2686.726562
	Iteration 32Q: 3 clusters Score -792430.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -792430.250000 Penalty: 2686.726562
	Iteration 33Q: 3 clusters Score -792430.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -792430.500000 Penalty: 2686.726562
	Iteration 34Q: 3 clusters Score -792430.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -792432.875000 Penalty: 2686.726562
	Iteration 35Q: 3 clusters Score -792432.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -792436.312500 Penalty: 2686.726562
	Iteration 36Q: 3 clusters Score -792436.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -792439.687500 Penalty: 2686.726562
	Iteration 37Q: 3 clusters Score -792439.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -792442.500000 Penalty: 2686.726562
	Iteration 38Q: 3 clusters Score -792442.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -792442.250000 Penalty: 2686.726562
	Iteration 39Q: 3 clusters Score -792442.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -792442.062500 Penalty: 2686.726562
	Iteration 40F: 3 clusters Score -792442.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -792441.375000 Penalty: 2686.726562
	Iteration 41Q: 3 clusters Score -792441.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -792441.375000 Penalty: 2686.726562
	Iteration 42F: 3 clusters Score -792441.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Entering Unmasked Estep 
Score: -1180052.375000 Penalty: 1392.211182
	Iteration 0F: 2 clusters Score -1180052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1172338.875000 Penalty: 2784.422363
	Iteration 0F: 3 clusters Score -1172339 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1175017.500000 Penalty: 2784.422363
	Iteration 1F: 3 clusters Score -1175018 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1175432.250000 Penalty: 2784.422363
	Iteration 2F: 3 clusters Score -1175432 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1175781.000000 Penalty: 2784.422363
	Iteration 3F: 3 clusters Score -1175781 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1176151.750000 Penalty: 2784.422363
	Iteration 4F: 3 clusters Score -1176152 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1176604.625000 Penalty: 2784.422363
	Iteration 5F: 3 clusters Score -1176605 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1177164.000000 Penalty: 2784.422363
	Iteration 6F: 3 clusters Score -1177164 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1177728.250000 Penalty: 2784.422363
	Iteration 7F: 3 clusters Score -1177728 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1178167.875000 Penalty: 2784.422363
	Iteration 8F: 3 clusters Score -1178168 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1178469.750000 Penalty: 2784.422363
	Iteration 9Q: 3 clusters Score -1178470 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1178647.000000 Penalty: 2784.422363
	Iteration 10Q: 3 clusters Score -1178647 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1178757.375000 Penalty: 2784.422363
	Iteration 11Q: 3 clusters Score -1178757 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1178829.500000 Penalty: 2784.422363
	Iteration 12Q: 3 clusters Score -1178830 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1178871.250000 Penalty: 2784.422363
	Iteration 13Q: 3 clusters Score -1178871 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1178895.750000 Penalty: 2784.422363
	Iteration 14Q: 3 clusters Score -1178896 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1178919.250000 Penalty: 2784.422363
	Iteration 15Q: 3 clusters Score -1178919 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1178945.000000 Penalty: 2784.422363
	Iteration 16Q: 3 clusters Score -1178945 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1178952.125000 Penalty: 2784.422363
	Iteration 17Q: 3 clusters Score -1178952 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1178963.875000 Penalty: 2784.422363
	Iteration 18Q: 3 clusters Score -1178964 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1178983.875000 Penalty: 2784.422363
	Iteration 19Q: 3 clusters Score -1178984 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1178994.500000 Penalty: 2784.422363
	Iteration 20F: 3 clusters Score -1178994 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1179005.500000 Penalty: 2784.422363
	Iteration 21Q: 3 clusters Score -1179006 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1179012.375000 Penalty: 2784.422363
	Iteration 22Q: 3 clusters Score -1179012 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1179016.250000 Penalty: 2784.422363
	Iteration 23Q: 3 clusters Score -1179016 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1179026.125000 Penalty: 2784.422363
	Iteration 24Q: 3 clusters Score -1179026 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1179028.000000 Penalty: 2784.422363
	Iteration 25Q: 3 clusters Score -1179028 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1179030.000000 Penalty: 2784.422363
	Iteration 26Q: 3 clusters Score -1179030 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1179036.625000 Penalty: 2784.422363
	Iteration 27Q: 3 clusters Score -1179037 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1179039.875000 Penalty: 2784.422363
	Iteration 28Q: 3 clusters Score -1179040 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1179045.125000 Penalty: 2784.422363
	Iteration 29Q: 3 clusters Score -1179045 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1179043.750000 Penalty: 2784.422363
	Iteration 30Q: 3 clusters Score -1179044 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1179049.375000 Penalty: 2784.422363
	Iteration 31Q: 3 clusters Score -1179049 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1179051.500000 Penalty: 2784.422363
	Iteration 32Q: 3 clusters Score -1179052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1179051.000000 Penalty: 2784.422363
	Iteration 33Q: 3 clusters Score -1179051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1179051.250000 Penalty: 2784.422363
	Iteration 34Q: 3 clusters Score -1179051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1179050.875000 Penalty: 2784.422363
	Iteration 35Q: 3 clusters Score -1179051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1179050.875000 Penalty: 2784.422363
	Iteration 36F: 3 clusters Score -1179051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (56204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56204 members 
Entering Unmasked Estep 
Score: -5618001.500000 Penalty: 1627.387329
	Iteration 0F: 2 clusters Score -5618002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28285 members 
Mstep: Class 2 contains 27919 members 
Entering Unmasked Estep 
Score: -5581255.000000 Penalty: 3254.774658
	Iteration 0F: 3 clusters Score -5581255 nChanged 26211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29208 members 
Mstep: Class 2 contains 26996 members 
Entering Unmasked Estep 
Score: -5596250.500000 Penalty: 3254.774658
	Iteration 1F: 3 clusters Score -5596250 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29768 members 
Mstep: Class 2 contains 26436 members 
Entering Unmasked Estep 
Score: -5597289.000000 Penalty: 3254.774658
	Iteration 2Q: 3 clusters Score -5597289 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30637 members 
Mstep: Class 2 contains 25567 members 
Entering Unmasked Estep 
Score: -5598568.000000 Penalty: 3254.774658
	Iteration 3Q: 3 clusters Score -5598568 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31810 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -5600240.500000 Penalty: 3254.774658
	Iteration 4F: 3 clusters Score -5600240 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33307 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -5602312.500000 Penalty: 3254.774658
	Iteration 5F: 3 clusters Score -5602312 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35034 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -5604710.000000 Penalty: 3254.774658
	Iteration 6F: 3 clusters Score -5604710 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36788 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -5607016.500000 Penalty: 3254.774658
	Iteration 7F: 3 clusters Score -5607016 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38457 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -5608911.000000 Penalty: 3254.774658
	Iteration 8F: 3 clusters Score -5608911 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40027 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -5610292.500000 Penalty: 3254.774658
	Iteration 9Q: 3 clusters Score -5610292 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41455 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -5611272.000000 Penalty: 3254.774658
	Iteration 10Q: 3 clusters Score -5611272 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42764 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -5611887.500000 Penalty: 3254.774658
	Iteration 11Q: 3 clusters Score -5611888 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43929 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -5612368.500000 Penalty: 3254.774658
	Iteration 12Q: 3 clusters Score -5612368 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45060 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -5612822.500000 Penalty: 3254.774658
	Iteration 13Q: 3 clusters Score -5612822 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46170 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -5613268.500000 Penalty: 3254.774658
	Iteration 14Q: 3 clusters Score -5613268 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47265 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -5613766.000000 Penalty: 3254.774658
	Iteration 15Q: 3 clusters Score -5613766 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48261 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -5614233.500000 Penalty: 3254.774658
	Iteration 16Q: 3 clusters Score -5614234 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49196 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -5614641.500000 Penalty: 3254.774658
	Iteration 17Q: 3 clusters Score -5614642 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50095 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -5615008.500000 Penalty: 3254.774658
	Iteration 18Q: 3 clusters Score -5615008 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50880 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -5615356.000000 Penalty: 3254.774658
	Iteration 19Q: 3 clusters Score -5615356 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51534 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -5615637.000000 Penalty: 3254.774658
	Iteration 20F: 3 clusters Score -5615637 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52127 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -5615879.000000 Penalty: 3254.774658
	Iteration 21Q: 3 clusters Score -5615879 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52597 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -5616107.000000 Penalty: 3254.774658
	Iteration 22Q: 3 clusters Score -5616107 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52982 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -5616246.000000 Penalty: 3254.774658
	Iteration 23Q: 3 clusters Score -5616246 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53309 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -5616341.500000 Penalty: 3254.774658
	Iteration 24Q: 3 clusters Score -5616342 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53566 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -5616456.000000 Penalty: 3254.774658
	Iteration 25Q: 3 clusters Score -5616456 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53786 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -5616557.000000 Penalty: 3254.774658
	Iteration 26Q: 3 clusters Score -5616557 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53963 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -5616621.500000 Penalty: 3254.774658
	Iteration 27Q: 3 clusters Score -5616622 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54096 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -5616679.500000 Penalty: 3254.774658
	Iteration 28Q: 3 clusters Score -5616680 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54223 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -5616731.000000 Penalty: 3254.774658
	Iteration 29Q: 3 clusters Score -5616731 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54332 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -5616778.500000 Penalty: 3254.774658
	Iteration 30Q: 3 clusters Score -5616778 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54425 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -5616807.000000 Penalty: 3254.774658
	Iteration 31Q: 3 clusters Score -5616807 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54510 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -5616847.500000 Penalty: 3254.774658
	Iteration 32Q: 3 clusters Score -5616848 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54592 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -5616878.500000 Penalty: 3254.774658
	Iteration 33Q: 3 clusters Score -5616878 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54659 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -5616910.000000 Penalty: 3254.774658
	Iteration 34Q: 3 clusters Score -5616910 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54700 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -5616931.000000 Penalty: 3254.774658
	Iteration 35Q: 3 clusters Score -5616931 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54726 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -5616939.500000 Penalty: 3254.774658
	Iteration 36Q: 3 clusters Score -5616940 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54755 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -5616958.000000 Penalty: 3254.774658
	Iteration 37Q: 3 clusters Score -5616958 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54772 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -5616971.000000 Penalty: 3254.774658
	Iteration 38Q: 3 clusters Score -5616971 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54783 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -5616974.500000 Penalty: 3254.774658
	Iteration 39Q: 3 clusters Score -5616974 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54787 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -5616973.500000 Penalty: 3254.774658
	Iteration 40F: 3 clusters Score -5616974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54792 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -5616977.500000 Penalty: 3254.774658
	Iteration 41Q: 3 clusters Score -5616978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54792 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -5616979.000000 Penalty: 3254.774658
	Iteration 42Q: 3 clusters Score -5616979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54793 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -5616984.500000 Penalty: 3254.774658
	Iteration 43Q: 3 clusters Score -5616984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54792 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -5616985.500000 Penalty: 3254.774658
	Iteration 44Q: 3 clusters Score -5616986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54792 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -5616978.000000 Penalty: 3254.774658
	Iteration 45Q: 3 clusters Score -5616978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54794 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -5616984.500000 Penalty: 3254.774658
	Iteration 46Q: 3 clusters Score -5616984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54795 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -5616986.500000 Penalty: 3254.774658
	Iteration 47Q: 3 clusters Score -5616986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54795 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -5616984.500000 Penalty: 3254.774658
	Iteration 48Q: 3 clusters Score -5616984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54796 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -5616983.000000 Penalty: 3254.774658
	Iteration 49Q: 3 clusters Score -5616983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54795 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -5616984.000000 Penalty: 3254.774658
	Iteration 50Q: 3 clusters Score -5616984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54795 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -5616984.000000 Penalty: 3254.774658
	Iteration 51F: 3 clusters Score -5616984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Entering Unmasked Estep 
Score: -1091529.250000 Penalty: 1378.676880
	Iteration 0F: 2 clusters Score -1091529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1084417.125000 Penalty: 2757.353760
	Iteration 0F: 3 clusters Score -1084417 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1086918.250000 Penalty: 2757.353760
	Iteration 1F: 3 clusters Score -1086918 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1087323.375000 Penalty: 2757.353760
	Iteration 2F: 3 clusters Score -1087323 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1087632.375000 Penalty: 2757.353760
	Iteration 3F: 3 clusters Score -1087632 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1087916.625000 Penalty: 2757.353760
	Iteration 4Q: 3 clusters Score -1087917 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1088157.625000 Penalty: 2757.353760
	Iteration 5Q: 3 clusters Score -1088158 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1088390.875000 Penalty: 2757.353760
	Iteration 6Q: 3 clusters Score -1088391 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1088615.125000 Penalty: 2757.353760
	Iteration 7Q: 3 clusters Score -1088615 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1088874.750000 Penalty: 2757.353760
	Iteration 8Q: 3 clusters Score -1088875 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1089163.500000 Penalty: 2757.353760
	Iteration 9Q: 3 clusters Score -1089164 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1089417.750000 Penalty: 2757.353760
	Iteration 10Q: 3 clusters Score -1089418 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1089660.500000 Penalty: 2757.353760
	Iteration 11Q: 3 clusters Score -1089660 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1089897.375000 Penalty: 2757.353760
	Iteration 12Q: 3 clusters Score -1089897 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1090100.375000 Penalty: 2757.353760
	Iteration 13Q: 3 clusters Score -1090100 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1090244.375000 Penalty: 2757.353760
	Iteration 14Q: 3 clusters Score -1090244 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1090367.750000 Penalty: 2757.353760
	Iteration 15Q: 3 clusters Score -1090368 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1090463.000000 Penalty: 2757.353760
	Iteration 16Q: 3 clusters Score -1090463 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1090533.500000 Penalty: 2757.353760
	Iteration 17Q: 3 clusters Score -1090534 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1090584.000000 Penalty: 2757.353760
	Iteration 18Q: 3 clusters Score -1090584 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1090617.125000 Penalty: 2757.353760
	Iteration 19Q: 3 clusters Score -1090617 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1090639.625000 Penalty: 2757.353760
	Iteration 20F: 3 clusters Score -1090640 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1090667.750000 Penalty: 2757.353760
	Iteration 21Q: 3 clusters Score -1090668 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1090681.500000 Penalty: 2757.353760
	Iteration 22Q: 3 clusters Score -1090682 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1090696.125000 Penalty: 2757.353760
	Iteration 23Q: 3 clusters Score -1090696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1090707.500000 Penalty: 2757.353760
	Iteration 24Q: 3 clusters Score -1090708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1090714.250000 Penalty: 2757.353760
	Iteration 25Q: 3 clusters Score -1090714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1090717.750000 Penalty: 2757.353760
	Iteration 26Q: 3 clusters Score -1090718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1090721.125000 Penalty: 2757.353760
	Iteration 27Q: 3 clusters Score -1090721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1090726.000000 Penalty: 2757.353760
	Iteration 28Q: 3 clusters Score -1090726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1090725.000000 Penalty: 2757.353760
	Iteration 29Q: 3 clusters Score -1090725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1090727.250000 Penalty: 2757.353760
	Iteration 30Q: 3 clusters Score -1090727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1090727.500000 Penalty: 2757.353760
	Iteration 31Q: 3 clusters Score -1090728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1090729.000000 Penalty: 2757.353760
	Iteration 32Q: 3 clusters Score -1090729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1090728.750000 Penalty: 2757.353760
	Iteration 33Q: 3 clusters Score -1090729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1090733.250000 Penalty: 2757.353760
	Iteration 34Q: 3 clusters Score -1090733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1090736.125000 Penalty: 2757.353760
	Iteration 35Q: 3 clusters Score -1090736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1090736.750000 Penalty: 2757.353760
	Iteration 36Q: 3 clusters Score -1090737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1090738.375000 Penalty: 2757.353760
	Iteration 37Q: 3 clusters Score -1090738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1090738.375000 Penalty: 2757.353760
	Iteration 38F: 3 clusters Score -1090738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Entering Unmasked Estep 
Score: -1153063.875000 Penalty: 1384.897095
	Iteration 0F: 2 clusters Score -1153064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1145679.875000 Penalty: 2769.794189
	Iteration 0F: 3 clusters Score -1145680 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1148101.250000 Penalty: 2769.794189
	Iteration 1F: 3 clusters Score -1148101 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1148445.750000 Penalty: 2769.794189
	Iteration 2F: 3 clusters Score -1148446 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1148678.250000 Penalty: 2769.794189
	Iteration 3F: 3 clusters Score -1148678 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1148868.875000 Penalty: 2769.794189
	Iteration 4Q: 3 clusters Score -1148869 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1149046.750000 Penalty: 2769.794189
	Iteration 5Q: 3 clusters Score -1149047 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1149245.250000 Penalty: 2769.794189
	Iteration 6Q: 3 clusters Score -1149245 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1149474.875000 Penalty: 2769.794189
	Iteration 7Q: 3 clusters Score -1149475 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1149760.625000 Penalty: 2769.794189
	Iteration 8Q: 3 clusters Score -1149761 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1150081.625000 Penalty: 2769.794189
	Iteration 9Q: 3 clusters Score -1150082 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1150443.875000 Penalty: 2769.794189
	Iteration 10Q: 3 clusters Score -1150444 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1150830.625000 Penalty: 2769.794189
	Iteration 11Q: 3 clusters Score -1150831 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1151152.750000 Penalty: 2769.794189
	Iteration 12Q: 3 clusters Score -1151153 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1151393.375000 Penalty: 2769.794189
	Iteration 13Q: 3 clusters Score -1151393 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1151577.875000 Penalty: 2769.794189
	Iteration 14Q: 3 clusters Score -1151578 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1151700.625000 Penalty: 2769.794189
	Iteration 15Q: 3 clusters Score -1151701 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1151794.375000 Penalty: 2769.794189
	Iteration 16Q: 3 clusters Score -1151794 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1151869.625000 Penalty: 2769.794189
	Iteration 17Q: 3 clusters Score -1151870 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1151930.500000 Penalty: 2769.794189
	Iteration 18Q: 3 clusters Score -1151930 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1151966.875000 Penalty: 2769.794189
	Iteration 19Q: 3 clusters Score -1151967 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1151995.375000 Penalty: 2769.794189
	Iteration 20F: 3 clusters Score -1151995 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1152020.000000 Penalty: 2769.794189
	Iteration 21Q: 3 clusters Score -1152020 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1152042.750000 Penalty: 2769.794189
	Iteration 22Q: 3 clusters Score -1152043 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1152062.250000 Penalty: 2769.794189
	Iteration 23Q: 3 clusters Score -1152062 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1152080.875000 Penalty: 2769.794189
	Iteration 24Q: 3 clusters Score -1152081 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1152097.375000 Penalty: 2769.794189
	Iteration 25Q: 3 clusters Score -1152097 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1152108.750000 Penalty: 2769.794189
	Iteration 26Q: 3 clusters Score -1152109 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1152121.000000 Penalty: 2769.794189
	Iteration 27Q: 3 clusters Score -1152121 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1152130.750000 Penalty: 2769.794189
	Iteration 28Q: 3 clusters Score -1152131 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1152144.375000 Penalty: 2769.794189
	Iteration 29Q: 3 clusters Score -1152144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1152159.875000 Penalty: 2769.794189
	Iteration 30Q: 3 clusters Score -1152160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1152175.250000 Penalty: 2769.794189
	Iteration 31Q: 3 clusters Score -1152175 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1152184.375000 Penalty: 2769.794189
	Iteration 32Q: 3 clusters Score -1152184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1152190.000000 Penalty: 2769.794189
	Iteration 33Q: 3 clusters Score -1152190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1152193.000000 Penalty: 2769.794189
	Iteration 34Q: 3 clusters Score -1152193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1152196.125000 Penalty: 2769.794189
	Iteration 35Q: 3 clusters Score -1152196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1152196.125000 Penalty: 2769.794189
	Iteration 36F: 3 clusters Score -1152196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Entering Unmasked Estep 
Score: -1203235.000000 Penalty: 1390.529785
	Iteration 0F: 2 clusters Score -1203235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1195604.250000 Penalty: 2781.059570
	Iteration 0F: 3 clusters Score -1195604 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1198182.000000 Penalty: 2781.059570
	Iteration 1F: 3 clusters Score -1198182 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1198550.375000 Penalty: 2781.059570
	Iteration 2F: 3 clusters Score -1198550 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1198879.000000 Penalty: 2781.059570
	Iteration 3F: 3 clusters Score -1198879 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1199235.000000 Penalty: 2781.059570
	Iteration 4F: 3 clusters Score -1199235 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1199622.875000 Penalty: 2781.059570
	Iteration 5F: 3 clusters Score -1199623 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1200036.375000 Penalty: 2781.059570
	Iteration 6F: 3 clusters Score -1200036 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1200432.875000 Penalty: 2781.059570
	Iteration 7F: 3 clusters Score -1200433 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1200729.625000 Penalty: 2781.059570
	Iteration 8Q: 3 clusters Score -1200730 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1200972.750000 Penalty: 2781.059570
	Iteration 9Q: 3 clusters Score -1200973 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1201196.875000 Penalty: 2781.059570
	Iteration 10Q: 3 clusters Score -1201197 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1201408.250000 Penalty: 2781.059570
	Iteration 11Q: 3 clusters Score -1201408 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1201595.750000 Penalty: 2781.059570
	Iteration 12Q: 3 clusters Score -1201596 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1201739.500000 Penalty: 2781.059570
	Iteration 13Q: 3 clusters Score -1201740 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1201852.000000 Penalty: 2781.059570
	Iteration 14Q: 3 clusters Score -1201852 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1201931.500000 Penalty: 2781.059570
	Iteration 15Q: 3 clusters Score -1201932 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1201987.125000 Penalty: 2781.059570
	Iteration 16Q: 3 clusters Score -1201987 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1202034.750000 Penalty: 2781.059570
	Iteration 17Q: 3 clusters Score -1202035 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1202075.250000 Penalty: 2781.059570
	Iteration 18Q: 3 clusters Score -1202075 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1202101.750000 Penalty: 2781.059570
	Iteration 19Q: 3 clusters Score -1202102 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1202126.375000 Penalty: 2781.059570
	Iteration 20F: 3 clusters Score -1202126 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1202143.375000 Penalty: 2781.059570
	Iteration 21Q: 3 clusters Score -1202143 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1202152.000000 Penalty: 2781.059570
	Iteration 22Q: 3 clusters Score -1202152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1202158.000000 Penalty: 2781.059570
	Iteration 23Q: 3 clusters Score -1202158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1202163.500000 Penalty: 2781.059570
	Iteration 24Q: 3 clusters Score -1202164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1202171.875000 Penalty: 2781.059570
	Iteration 25Q: 3 clusters Score -1202172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1202180.500000 Penalty: 2781.059570
	Iteration 26Q: 3 clusters Score -1202180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1202183.500000 Penalty: 2781.059570
	Iteration 27Q: 3 clusters Score -1202184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1202187.750000 Penalty: 2781.059570
	Iteration 28Q: 3 clusters Score -1202188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1202186.125000 Penalty: 2781.059570
	Iteration 29Q: 3 clusters Score -1202186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1202191.250000 Penalty: 2781.059570
	Iteration 30Q: 3 clusters Score -1202191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1202196.125000 Penalty: 2781.059570
	Iteration 31Q: 3 clusters Score -1202196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1202202.000000 Penalty: 2781.059570
	Iteration 32Q: 3 clusters Score -1202202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1202207.000000 Penalty: 2781.059570
	Iteration 33Q: 3 clusters Score -1202207 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1202211.750000 Penalty: 2781.059570
	Iteration 34Q: 3 clusters Score -1202212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1202215.625000 Penalty: 2781.059570
	Iteration 35Q: 3 clusters Score -1202216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1202216.875000 Penalty: 2781.059570
	Iteration 36Q: 3 clusters Score -1202217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1202218.625000 Penalty: 2781.059570
	Iteration 37Q: 3 clusters Score -1202219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1202225.625000 Penalty: 2781.059570
	Iteration 38Q: 3 clusters Score -1202226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1202228.125000 Penalty: 2781.059570
	Iteration 39Q: 3 clusters Score -1202228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1202232.500000 Penalty: 2781.059570
	Iteration 40F: 3 clusters Score -1202232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1202235.375000 Penalty: 2781.059570
	Iteration 41Q: 3 clusters Score -1202235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1202237.125000 Penalty: 2781.059570
	Iteration 42Q: 3 clusters Score -1202237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1202238.375000 Penalty: 2781.059570
	Iteration 43Q: 3 clusters Score -1202238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1202237.750000 Penalty: 2781.059570
	Iteration 44Q: 3 clusters Score -1202238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1202237.750000 Penalty: 2781.059570
	Iteration 45F: 3 clusters Score -1202238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Entering Unmasked Estep 
Score: -1078552.500000 Penalty: 1374.680176
	Iteration 0F: 2 clusters Score -1078552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1071704.500000 Penalty: 2749.360352
	Iteration 0F: 3 clusters Score -1071704 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1074060.875000 Penalty: 2749.360352
	Iteration 1F: 3 clusters Score -1074061 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1074423.250000 Penalty: 2749.360352
	Iteration 2F: 3 clusters Score -1074423 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1074715.000000 Penalty: 2749.360352
	Iteration 3F: 3 clusters Score -1074715 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1074970.375000 Penalty: 2749.360352
	Iteration 4Q: 3 clusters Score -1074970 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1075213.125000 Penalty: 2749.360352
	Iteration 5Q: 3 clusters Score -1075213 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1075426.625000 Penalty: 2749.360352
	Iteration 6Q: 3 clusters Score -1075427 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1075622.750000 Penalty: 2749.360352
	Iteration 7Q: 3 clusters Score -1075623 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1075832.750000 Penalty: 2749.360352
	Iteration 8Q: 3 clusters Score -1075833 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1076035.875000 Penalty: 2749.360352
	Iteration 9Q: 3 clusters Score -1076036 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1076199.125000 Penalty: 2749.360352
	Iteration 10Q: 3 clusters Score -1076199 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1076325.625000 Penalty: 2749.360352
	Iteration 11Q: 3 clusters Score -1076326 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1076421.750000 Penalty: 2749.360352
	Iteration 12Q: 3 clusters Score -1076422 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1076497.625000 Penalty: 2749.360352
	Iteration 13Q: 3 clusters Score -1076498 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1076561.125000 Penalty: 2749.360352
	Iteration 14Q: 3 clusters Score -1076561 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1076619.625000 Penalty: 2749.360352
	Iteration 15Q: 3 clusters Score -1076620 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1076683.375000 Penalty: 2749.360352
	Iteration 16Q: 3 clusters Score -1076683 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1076733.250000 Penalty: 2749.360352
	Iteration 17Q: 3 clusters Score -1076733 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1076780.750000 Penalty: 2749.360352
	Iteration 18Q: 3 clusters Score -1076781 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1076829.375000 Penalty: 2749.360352
	Iteration 19Q: 3 clusters Score -1076829 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1076868.000000 Penalty: 2749.360352
	Iteration 20F: 3 clusters Score -1076868 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1076905.750000 Penalty: 2749.360352
	Iteration 21Q: 3 clusters Score -1076906 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1076944.750000 Penalty: 2749.360352
	Iteration 22Q: 3 clusters Score -1076945 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1076988.125000 Penalty: 2749.360352
	Iteration 23Q: 3 clusters Score -1076988 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1077027.625000 Penalty: 2749.360352
	Iteration 24Q: 3 clusters Score -1077028 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1077069.875000 Penalty: 2749.360352
	Iteration 25Q: 3 clusters Score -1077070 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1077106.125000 Penalty: 2749.360352
	Iteration 26Q: 3 clusters Score -1077106 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1077137.250000 Penalty: 2749.360352
	Iteration 27Q: 3 clusters Score -1077137 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1077166.375000 Penalty: 2749.360352
	Iteration 28Q: 3 clusters Score -1077166 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1077196.250000 Penalty: 2749.360352
	Iteration 29Q: 3 clusters Score -1077196 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1077227.000000 Penalty: 2749.360352
	Iteration 30Q: 3 clusters Score -1077227 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1077252.125000 Penalty: 2749.360352
	Iteration 31Q: 3 clusters Score -1077252 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1077274.875000 Penalty: 2749.360352
	Iteration 32Q: 3 clusters Score -1077275 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1077291.750000 Penalty: 2749.360352
	Iteration 33Q: 3 clusters Score -1077292 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1077307.000000 Penalty: 2749.360352
	Iteration 34Q: 3 clusters Score -1077307 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1077328.125000 Penalty: 2749.360352
	Iteration 35Q: 3 clusters Score -1077328 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1077341.625000 Penalty: 2749.360352
	Iteration 36Q: 3 clusters Score -1077342 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1077364.375000 Penalty: 2749.360352
	Iteration 37Q: 3 clusters Score -1077364 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1077382.750000 Penalty: 2749.360352
	Iteration 38Q: 3 clusters Score -1077383 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1077399.500000 Penalty: 2749.360352
	Iteration 39Q: 3 clusters Score -1077400 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1077414.875000 Penalty: 2749.360352
	Iteration 40F: 3 clusters Score -1077415 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1077429.625000 Penalty: 2749.360352
	Iteration 41Q: 3 clusters Score -1077430 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1077446.375000 Penalty: 2749.360352
	Iteration 42Q: 3 clusters Score -1077446 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1077458.375000 Penalty: 2749.360352
	Iteration 43Q: 3 clusters Score -1077458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1077472.875000 Penalty: 2749.360352
	Iteration 44Q: 3 clusters Score -1077473 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1077489.625000 Penalty: 2749.360352
	Iteration 45Q: 3 clusters Score -1077490 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1077507.500000 Penalty: 2749.360352
	Iteration 46Q: 3 clusters Score -1077508 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1077521.000000 Penalty: 2749.360352
	Iteration 47Q: 3 clusters Score -1077521 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1077530.750000 Penalty: 2749.360352
	Iteration 48Q: 3 clusters Score -1077531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1077535.500000 Penalty: 2749.360352
	Iteration 49Q: 3 clusters Score -1077536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1077540.500000 Penalty: 2749.360352
	Iteration 50Q: 3 clusters Score -1077540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1077542.375000 Penalty: 2749.360352
	Iteration 51Q: 3 clusters Score -1077542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1077544.875000 Penalty: 2749.360352
	Iteration 52Q: 3 clusters Score -1077545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1077548.125000 Penalty: 2749.360352
	Iteration 53Q: 3 clusters Score -1077548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1077553.375000 Penalty: 2749.360352
	Iteration 54Q: 3 clusters Score -1077553 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1077558.500000 Penalty: 2749.360352
	Iteration 55Q: 3 clusters Score -1077558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1077567.125000 Penalty: 2749.360352
	Iteration 56Q: 3 clusters Score -1077567 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1077571.250000 Penalty: 2749.360352
	Iteration 57Q: 3 clusters Score -1077571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1077575.500000 Penalty: 2749.360352
	Iteration 58Q: 3 clusters Score -1077576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1077576.000000 Penalty: 2749.360352
	Iteration 59Q: 3 clusters Score -1077576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1077577.125000 Penalty: 2749.360352
	Iteration 60F: 3 clusters Score -1077577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1077584.625000 Penalty: 2749.360352
	Iteration 61Q: 3 clusters Score -1077585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1077589.875000 Penalty: 2749.360352
	Iteration 62Q: 3 clusters Score -1077590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1077594.250000 Penalty: 2749.360352
	Iteration 63Q: 3 clusters Score -1077594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1077597.750000 Penalty: 2749.360352
	Iteration 64Q: 3 clusters Score -1077598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1077600.500000 Penalty: 2749.360352
	Iteration 65Q: 3 clusters Score -1077600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1077601.625000 Penalty: 2749.360352
	Iteration 66Q: 3 clusters Score -1077602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1077601.375000 Penalty: 2749.360352
	Iteration 67Q: 3 clusters Score -1077601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1077603.125000 Penalty: 2749.360352
	Iteration 68Q: 3 clusters Score -1077603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1077602.125000 Penalty: 2749.360352
	Iteration 69Q: 3 clusters Score -1077602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1077601.125000 Penalty: 2749.360352
	Iteration 70Q: 3 clusters Score -1077601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1077601.125000 Penalty: 2749.360352
	Iteration 71F: 3 clusters Score -1077601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Entering Unmasked Estep 
Score: -748594.562500 Penalty: 1327.075195
	Iteration 0F: 2 clusters Score -748594.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -743452.875000 Penalty: 2654.150391
	Iteration 0F: 3 clusters Score -743452.9 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -745000.312500 Penalty: 2654.150391
	Iteration 1F: 3 clusters Score -745000.3 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -745233.625000 Penalty: 2654.150391
	Iteration 2F: 3 clusters Score -745233.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -745416.375000 Penalty: 2654.150391
	Iteration 3F: 3 clusters Score -745416.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -745548.250000 Penalty: 2654.150391
	Iteration 4Q: 3 clusters Score -745548.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -745661.687500 Penalty: 2654.150391
	Iteration 5Q: 3 clusters Score -745661.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -745759.687500 Penalty: 2654.150391
	Iteration 6Q: 3 clusters Score -745759.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -745837.812500 Penalty: 2654.150391
	Iteration 7Q: 3 clusters Score -745837.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -745903.687500 Penalty: 2654.150391
	Iteration 8Q: 3 clusters Score -745903.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -745971.250000 Penalty: 2654.150391
	Iteration 9Q: 3 clusters Score -745971.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -746044.562500 Penalty: 2654.150391
	Iteration 10Q: 3 clusters Score -746044.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -746116.125000 Penalty: 2654.150391
	Iteration 11Q: 3 clusters Score -746116.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -746191.687500 Penalty: 2654.150391
	Iteration 12Q: 3 clusters Score -746191.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -746270.750000 Penalty: 2654.150391
	Iteration 13Q: 3 clusters Score -746270.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -746330.625000 Penalty: 2654.150391
	Iteration 14Q: 3 clusters Score -746330.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -746387.812500 Penalty: 2654.150391
	Iteration 15Q: 3 clusters Score -746387.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -746438.812500 Penalty: 2654.150391
	Iteration 16Q: 3 clusters Score -746438.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -746491.625000 Penalty: 2654.150391
	Iteration 17Q: 3 clusters Score -746491.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -746540.625000 Penalty: 2654.150391
	Iteration 18Q: 3 clusters Score -746540.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -746589.500000 Penalty: 2654.150391
	Iteration 19Q: 3 clusters Score -746589.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -746632.625000 Penalty: 2654.150391
	Iteration 20F: 3 clusters Score -746632.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -746670.625000 Penalty: 2654.150391
	Iteration 21Q: 3 clusters Score -746670.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -746710.625000 Penalty: 2654.150391
	Iteration 22Q: 3 clusters Score -746710.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -746748.687500 Penalty: 2654.150391
	Iteration 23Q: 3 clusters Score -746748.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -746776.687500 Penalty: 2654.150391
	Iteration 24Q: 3 clusters Score -746776.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -746811.750000 Penalty: 2654.150391
	Iteration 25Q: 3 clusters Score -746811.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -746848.312500 Penalty: 2654.150391
	Iteration 26Q: 3 clusters Score -746848.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -746892.875000 Penalty: 2654.150391
	Iteration 27Q: 3 clusters Score -746892.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -746929.250000 Penalty: 2654.150391
	Iteration 28Q: 3 clusters Score -746929.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -746975.062500 Penalty: 2654.150391
	Iteration 29Q: 3 clusters Score -746975.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -747019.187500 Penalty: 2654.150391
	Iteration 30Q: 3 clusters Score -747019.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -747058.812500 Penalty: 2654.150391
	Iteration 31Q: 3 clusters Score -747058.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -747080.625000 Penalty: 2654.150391
	Iteration 32Q: 3 clusters Score -747080.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -747104.937500 Penalty: 2654.150391
	Iteration 33Q: 3 clusters Score -747104.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -747123.937500 Penalty: 2654.150391
	Iteration 34Q: 3 clusters Score -747123.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -747143.687500 Penalty: 2654.150391
	Iteration 35Q: 3 clusters Score -747143.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -747157.500000 Penalty: 2654.150391
	Iteration 36Q: 3 clusters Score -747157.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -747167.375000 Penalty: 2654.150391
	Iteration 37Q: 3 clusters Score -747167.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -747178.687500 Penalty: 2654.150391
	Iteration 38Q: 3 clusters Score -747178.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -747185.500000 Penalty: 2654.150391
	Iteration 39Q: 3 clusters Score -747185.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -747192.187500 Penalty: 2654.150391
	Iteration 40F: 3 clusters Score -747192.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -747201.562500 Penalty: 2654.150391
	Iteration 41Q: 3 clusters Score -747201.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -747206.000000 Penalty: 2654.150391
	Iteration 42Q: 3 clusters Score -747206 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -747210.625000 Penalty: 2654.150391
	Iteration 43Q: 3 clusters Score -747210.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -747219.312500 Penalty: 2654.150391
	Iteration 44Q: 3 clusters Score -747219.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -747228.375000 Penalty: 2654.150391
	Iteration 45Q: 3 clusters Score -747228.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -747236.250000 Penalty: 2654.150391
	Iteration 46Q: 3 clusters Score -747236.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -747246.562500 Penalty: 2654.150391
	Iteration 47Q: 3 clusters Score -747246.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -747252.000000 Penalty: 2654.150391
	Iteration 48Q: 3 clusters Score -747252 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -747260.562500 Penalty: 2654.150391
	Iteration 49Q: 3 clusters Score -747260.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -747267.062500 Penalty: 2654.150391
	Iteration 50Q: 3 clusters Score -747267.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -747269.937500 Penalty: 2654.150391
	Iteration 51Q: 3 clusters Score -747269.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -747273.500000 Penalty: 2654.150391
	Iteration 52Q: 3 clusters Score -747273.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -747278.187500 Penalty: 2654.150391
	Iteration 53Q: 3 clusters Score -747278.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -747280.812500 Penalty: 2654.150391
	Iteration 54Q: 3 clusters Score -747280.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -747282.500000 Penalty: 2654.150391
	Iteration 55Q: 3 clusters Score -747282.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -747287.750000 Penalty: 2654.150391
	Iteration 56Q: 3 clusters Score -747287.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -747290.437500 Penalty: 2654.150391
	Iteration 57Q: 3 clusters Score -747290.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -747294.000000 Penalty: 2654.150391
	Iteration 58Q: 3 clusters Score -747294 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -747298.687500 Penalty: 2654.150391
	Iteration 59Q: 3 clusters Score -747298.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -747301.062500 Penalty: 2654.150391
	Iteration 60F: 3 clusters Score -747301.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -747304.000000 Penalty: 2654.150391
	Iteration 61Q: 3 clusters Score -747304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -747305.187500 Penalty: 2654.150391
	Iteration 62Q: 3 clusters Score -747305.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -747308.375000 Penalty: 2654.150391
	Iteration 63Q: 3 clusters Score -747308.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -747312.000000 Penalty: 2654.150391
	Iteration 64Q: 3 clusters Score -747312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -747316.437500 Penalty: 2654.150391
	Iteration 65Q: 3 clusters Score -747316.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -747318.937500 Penalty: 2654.150391
	Iteration 66Q: 3 clusters Score -747318.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -747317.937500 Penalty: 2654.150391
	Iteration 67Q: 3 clusters Score -747317.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -747320.187500 Penalty: 2654.150391
	Iteration 68Q: 3 clusters Score -747320.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -747321.562500 Penalty: 2654.150391
	Iteration 69Q: 3 clusters Score -747321.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -747323.125000 Penalty: 2654.150391
	Iteration 70Q: 3 clusters Score -747323.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -747327.562500 Penalty: 2654.150391
	Iteration 71Q: 3 clusters Score -747327.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -747329.625000 Penalty: 2654.150391
	Iteration 72Q: 3 clusters Score -747329.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -747331.937500 Penalty: 2654.150391
	Iteration 73Q: 3 clusters Score -747331.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -747337.812500 Penalty: 2654.150391
	Iteration 74Q: 3 clusters Score -747337.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -747341.437500 Penalty: 2654.150391
	Iteration 75Q: 3 clusters Score -747341.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -747346.062500 Penalty: 2654.150391
	Iteration 76Q: 3 clusters Score -747346.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -747349.625000 Penalty: 2654.150391
	Iteration 77Q: 3 clusters Score -747349.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -747352.312500 Penalty: 2654.150391
	Iteration 78Q: 3 clusters Score -747352.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -747354.875000 Penalty: 2654.150391
	Iteration 79Q: 3 clusters Score -747354.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -747356.500000 Penalty: 2654.150391
	Iteration 80F: 3 clusters Score -747356.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -747359.125000 Penalty: 2654.150391
	Iteration 81Q: 3 clusters Score -747359.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -747361.312500 Penalty: 2654.150391
	Iteration 82Q: 3 clusters Score -747361.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -747362.562500 Penalty: 2654.150391
	Iteration 83Q: 3 clusters Score -747362.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -747363.312500 Penalty: 2654.150391
	Iteration 84Q: 3 clusters Score -747363.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -747365.750000 Penalty: 2654.150391
	Iteration 85Q: 3 clusters Score -747365.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -747366.125000 Penalty: 2654.150391
	Iteration 86Q: 3 clusters Score -747366.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -747366.500000 Penalty: 2654.150391
	Iteration 87Q: 3 clusters Score -747366.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -747367.437500 Penalty: 2654.150391
	Iteration 88Q: 3 clusters Score -747367.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -747370.250000 Penalty: 2654.150391
	Iteration 89Q: 3 clusters Score -747370.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -747371.125000 Penalty: 2654.150391
	Iteration 90Q: 3 clusters Score -747371.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -747372.125000 Penalty: 2654.150391
	Iteration 91Q: 3 clusters Score -747372.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -747371.375000 Penalty: 2654.150391
	Iteration 92Q: 3 clusters Score -747371.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -747371.375000 Penalty: 2654.150391
	Iteration 93F: 3 clusters Score -747371.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (18923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Entering Unmasked Estep 
Score: -1941320.750000 Penalty: 1465.402222
	Iteration 0F: 2 clusters Score -1941321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1929051.625000 Penalty: 2930.804443
	Iteration 0F: 3 clusters Score -1929052 nChanged 8327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1933554.125000 Penalty: 2930.804443
	Iteration 1F: 3 clusters Score -1933554 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1934029.125000 Penalty: 2930.804443
	Iteration 2F: 3 clusters Score -1934029 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1934438.625000 Penalty: 2930.804443
	Iteration 3F: 3 clusters Score -1934439 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1934726.250000 Penalty: 2930.804443
	Iteration 4Q: 3 clusters Score -1934726 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1934964.875000 Penalty: 2930.804443
	Iteration 5Q: 3 clusters Score -1934965 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1935169.500000 Penalty: 2930.804443
	Iteration 6Q: 3 clusters Score -1935170 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1935370.875000 Penalty: 2930.804443
	Iteration 7Q: 3 clusters Score -1935371 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1935559.875000 Penalty: 2930.804443
	Iteration 8Q: 3 clusters Score -1935560 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1935706.750000 Penalty: 2930.804443
	Iteration 9Q: 3 clusters Score -1935707 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1935878.750000 Penalty: 2930.804443
	Iteration 10Q: 3 clusters Score -1935879 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1936076.375000 Penalty: 2930.804443
	Iteration 11Q: 3 clusters Score -1936076 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1936290.250000 Penalty: 2930.804443
	Iteration 12Q: 3 clusters Score -1936290 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1936565.500000 Penalty: 2930.804443
	Iteration 13Q: 3 clusters Score -1936566 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1936886.875000 Penalty: 2930.804443
	Iteration 14Q: 3 clusters Score -1936887 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1937189.125000 Penalty: 2930.804443
	Iteration 15Q: 3 clusters Score -1937189 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1937419.625000 Penalty: 2930.804443
	Iteration 16Q: 3 clusters Score -1937420 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1937584.750000 Penalty: 2930.804443
	Iteration 17Q: 3 clusters Score -1937585 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1937675.875000 Penalty: 2930.804443
	Iteration 18Q: 3 clusters Score -1937676 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1937751.875000 Penalty: 2930.804443
	Iteration 19Q: 3 clusters Score -1937752 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1937800.000000 Penalty: 2930.804443
	Iteration 20F: 3 clusters Score -1937800 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1937830.375000 Penalty: 2930.804443
	Iteration 21Q: 3 clusters Score -1937830 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1937866.750000 Penalty: 2930.804443
	Iteration 22Q: 3 clusters Score -1937867 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1937905.375000 Penalty: 2930.804443
	Iteration 23Q: 3 clusters Score -1937905 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1937945.375000 Penalty: 2930.804443
	Iteration 24Q: 3 clusters Score -1937945 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1937991.375000 Penalty: 2930.804443
	Iteration 25Q: 3 clusters Score -1937991 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1938038.375000 Penalty: 2930.804443
	Iteration 26Q: 3 clusters Score -1938038 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1938077.500000 Penalty: 2930.804443
	Iteration 27Q: 3 clusters Score -1938078 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1938111.250000 Penalty: 2930.804443
	Iteration 28Q: 3 clusters Score -1938111 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1938149.750000 Penalty: 2930.804443
	Iteration 29Q: 3 clusters Score -1938150 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1938180.875000 Penalty: 2930.804443
	Iteration 30Q: 3 clusters Score -1938181 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1938210.625000 Penalty: 2930.804443
	Iteration 31Q: 3 clusters Score -1938211 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1938247.750000 Penalty: 2930.804443
	Iteration 32Q: 3 clusters Score -1938248 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1938289.500000 Penalty: 2930.804443
	Iteration 33Q: 3 clusters Score -1938290 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1938341.500000 Penalty: 2930.804443
	Iteration 34Q: 3 clusters Score -1938342 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1938385.250000 Penalty: 2930.804443
	Iteration 35Q: 3 clusters Score -1938385 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1938431.375000 Penalty: 2930.804443
	Iteration 36Q: 3 clusters Score -1938431 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1938481.125000 Penalty: 2930.804443
	Iteration 37Q: 3 clusters Score -1938481 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1938547.250000 Penalty: 2930.804443
	Iteration 38Q: 3 clusters Score -1938547 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1938603.500000 Penalty: 2930.804443
	Iteration 39Q: 3 clusters Score -1938604 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1938656.875000 Penalty: 2930.804443
	Iteration 40F: 3 clusters Score -1938657 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1938720.500000 Penalty: 2930.804443
	Iteration 41Q: 3 clusters Score -1938720 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1938763.750000 Penalty: 2930.804443
	Iteration 42Q: 3 clusters Score -1938764 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1938809.125000 Penalty: 2930.804443
	Iteration 43Q: 3 clusters Score -1938809 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1938857.875000 Penalty: 2930.804443
	Iteration 44Q: 3 clusters Score -1938858 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1938908.000000 Penalty: 2930.804443
	Iteration 45Q: 3 clusters Score -1938908 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1938967.375000 Penalty: 2930.804443
	Iteration 46Q: 3 clusters Score -1938967 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1939025.500000 Penalty: 2930.804443
	Iteration 47Q: 3 clusters Score -1939026 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1939099.625000 Penalty: 2930.804443
	Iteration 48Q: 3 clusters Score -1939100 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1939168.750000 Penalty: 2930.804443
	Iteration 49Q: 3 clusters Score -1939169 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1939223.125000 Penalty: 2930.804443
	Iteration 50Q: 3 clusters Score -1939223 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1939292.375000 Penalty: 2930.804443
	Iteration 51Q: 3 clusters Score -1939292 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1939368.375000 Penalty: 2930.804443
	Iteration 52Q: 3 clusters Score -1939368 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1939440.500000 Penalty: 2930.804443
	Iteration 53Q: 3 clusters Score -1939440 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1939514.875000 Penalty: 2930.804443
	Iteration 54Q: 3 clusters Score -1939515 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1939586.750000 Penalty: 2930.804443
	Iteration 55Q: 3 clusters Score -1939587 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1939635.875000 Penalty: 2930.804443
	Iteration 56Q: 3 clusters Score -1939636 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1939691.375000 Penalty: 2930.804443
	Iteration 57Q: 3 clusters Score -1939691 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1939752.500000 Penalty: 2930.804443
	Iteration 58Q: 3 clusters Score -1939752 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1939810.500000 Penalty: 2930.804443
	Iteration 59Q: 3 clusters Score -1939810 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1939861.625000 Penalty: 2930.804443
	Iteration 60F: 3 clusters Score -1939862 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1939902.375000 Penalty: 2930.804443
	Iteration 61Q: 3 clusters Score -1939902 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1939936.375000 Penalty: 2930.804443
	Iteration 62Q: 3 clusters Score -1939936 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1939976.125000 Penalty: 2930.804443
	Iteration 63Q: 3 clusters Score -1939976 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1940011.375000 Penalty: 2930.804443
	Iteration 64Q: 3 clusters Score -1940011 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1940042.125000 Penalty: 2930.804443
	Iteration 65Q: 3 clusters Score -1940042 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1940064.000000 Penalty: 2930.804443
	Iteration 66Q: 3 clusters Score -1940064 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1940081.125000 Penalty: 2930.804443
	Iteration 67Q: 3 clusters Score -1940081 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1940097.125000 Penalty: 2930.804443
	Iteration 68Q: 3 clusters Score -1940097 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1940104.000000 Penalty: 2930.804443
	Iteration 69Q: 3 clusters Score -1940104 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1940112.000000 Penalty: 2930.804443
	Iteration 70Q: 3 clusters Score -1940112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1940121.875000 Penalty: 2930.804443
	Iteration 71Q: 3 clusters Score -1940122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1940126.875000 Penalty: 2930.804443
	Iteration 72Q: 3 clusters Score -1940127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1940132.125000 Penalty: 2930.804443
	Iteration 73Q: 3 clusters Score -1940132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1940130.625000 Penalty: 2930.804443
	Iteration 74Q: 3 clusters Score -1940131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1940134.875000 Penalty: 2930.804443
	Iteration 75Q: 3 clusters Score -1940135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1940139.375000 Penalty: 2930.804443
	Iteration 76Q: 3 clusters Score -1940139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1940148.375000 Penalty: 2930.804443
	Iteration 77Q: 3 clusters Score -1940148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1940157.750000 Penalty: 2930.804443
	Iteration 78Q: 3 clusters Score -1940158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1940158.625000 Penalty: 2930.804443
	Iteration 79Q: 3 clusters Score -1940159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1940162.500000 Penalty: 2930.804443
	Iteration 80F: 3 clusters Score -1940162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1940169.875000 Penalty: 2930.804443
	Iteration 81Q: 3 clusters Score -1940170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1940171.750000 Penalty: 2930.804443
	Iteration 82Q: 3 clusters Score -1940172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1940175.000000 Penalty: 2930.804443
	Iteration 83Q: 3 clusters Score -1940175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1940177.875000 Penalty: 2930.804443
	Iteration 84Q: 3 clusters Score -1940178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1940177.000000 Penalty: 2930.804443
	Iteration 85Q: 3 clusters Score -1940177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1940175.000000 Penalty: 2930.804443
	Iteration 86Q: 3 clusters Score -1940175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1940178.875000 Penalty: 2930.804443
	Iteration 87Q: 3 clusters Score -1940179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1940179.000000 Penalty: 2930.804443
	Iteration 88Q: 3 clusters Score -1940179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1940181.875000 Penalty: 2930.804443
	Iteration 89Q: 3 clusters Score -1940182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1940184.000000 Penalty: 2930.804443
	Iteration 90Q: 3 clusters Score -1940184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1940192.250000 Penalty: 2930.804443
	Iteration 91Q: 3 clusters Score -1940192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1940192.625000 Penalty: 2930.804443
	Iteration 92Q: 3 clusters Score -1940193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1940192.625000 Penalty: 2930.804443
	Iteration 93F: 3 clusters Score -1940193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (37767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37767 members 
Entering Unmasked Estep 
Score: -3922946.500000 Penalty: 1568.231689
	Iteration 0F: 2 clusters Score -3922946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -3898272.250000 Penalty: 3136.463379
	Iteration 0F: 3 clusters Score -3898272 nChanged 17291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -3907670.500000 Penalty: 3136.463379
	Iteration 1F: 3 clusters Score -3907670 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -3908215.500000 Penalty: 3136.463379
	Iteration 2Q: 3 clusters Score -3908216 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -3908708.000000 Penalty: 3136.463379
	Iteration 3Q: 3 clusters Score -3908708 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -3909227.000000 Penalty: 3136.463379
	Iteration 4Q: 3 clusters Score -3909227 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -3909704.750000 Penalty: 3136.463379
	Iteration 5Q: 3 clusters Score -3909705 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -3910191.750000 Penalty: 3136.463379
	Iteration 6Q: 3 clusters Score -3910192 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -3910836.750000 Penalty: 3136.463379
	Iteration 7Q: 3 clusters Score -3910837 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22154 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -3911558.000000 Penalty: 3136.463379
	Iteration 8Q: 3 clusters Score -3911558 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -3912484.750000 Penalty: 3136.463379
	Iteration 9Q: 3 clusters Score -3912485 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -3913593.500000 Penalty: 3136.463379
	Iteration 10F: 3 clusters Score -3913594 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -3914921.000000 Penalty: 3136.463379
	Iteration 11F: 3 clusters Score -3914921 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28282 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -3916250.250000 Penalty: 3136.463379
	Iteration 12Q: 3 clusters Score -3916250 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29701 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -3917442.250000 Penalty: 3136.463379
	Iteration 13Q: 3 clusters Score -3917442 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30897 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -3918462.000000 Penalty: 3136.463379
	Iteration 14Q: 3 clusters Score -3918462 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31825 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -3919152.500000 Penalty: 3136.463379
	Iteration 15Q: 3 clusters Score -3919152 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32551 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -3919624.000000 Penalty: 3136.463379
	Iteration 16Q: 3 clusters Score -3919624 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33181 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -3920012.500000 Penalty: 3136.463379
	Iteration 17Q: 3 clusters Score -3920012 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33714 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -3920299.250000 Penalty: 3136.463379
	Iteration 18Q: 3 clusters Score -3920299 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34160 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -3920536.250000 Penalty: 3136.463379
	Iteration 19Q: 3 clusters Score -3920536 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34521 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -3920722.000000 Penalty: 3136.463379
	Iteration 20F: 3 clusters Score -3920722 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34818 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -3920875.250000 Penalty: 3136.463379
	Iteration 21Q: 3 clusters Score -3920875 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35086 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -3920990.250000 Penalty: 3136.463379
	Iteration 22Q: 3 clusters Score -3920990 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35323 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -3921110.750000 Penalty: 3136.463379
	Iteration 23Q: 3 clusters Score -3921111 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35526 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -3921192.750000 Penalty: 3136.463379
	Iteration 24Q: 3 clusters Score -3921193 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35693 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -3921273.500000 Penalty: 3136.463379
	Iteration 25Q: 3 clusters Score -3921274 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35854 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -3921355.250000 Penalty: 3136.463379
	Iteration 26Q: 3 clusters Score -3921355 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35996 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -3921421.750000 Penalty: 3136.463379
	Iteration 27Q: 3 clusters Score -3921422 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36129 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -3921497.250000 Penalty: 3136.463379
	Iteration 28Q: 3 clusters Score -3921497 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36228 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -3921528.750000 Penalty: 3136.463379
	Iteration 29Q: 3 clusters Score -3921529 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36317 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -3921577.500000 Penalty: 3136.463379
	Iteration 30Q: 3 clusters Score -3921578 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36388 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -3921610.250000 Penalty: 3136.463379
	Iteration 31Q: 3 clusters Score -3921610 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36447 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -3921634.500000 Penalty: 3136.463379
	Iteration 32Q: 3 clusters Score -3921634 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36505 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -3921665.500000 Penalty: 3136.463379
	Iteration 33Q: 3 clusters Score -3921666 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36552 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -3921687.500000 Penalty: 3136.463379
	Iteration 34Q: 3 clusters Score -3921688 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36595 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -3921703.000000 Penalty: 3136.463379
	Iteration 35Q: 3 clusters Score -3921703 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36630 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -3921718.000000 Penalty: 3136.463379
	Iteration 36Q: 3 clusters Score -3921718 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36663 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3921741.250000 Penalty: 3136.463379
	Iteration 37Q: 3 clusters Score -3921741 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36689 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -3921757.750000 Penalty: 3136.463379
	Iteration 38Q: 3 clusters Score -3921758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36705 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3921766.000000 Penalty: 3136.463379
	Iteration 39Q: 3 clusters Score -3921766 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36720 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -3921767.000000 Penalty: 3136.463379
	Iteration 40F: 3 clusters Score -3921767 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36736 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3921770.500000 Penalty: 3136.463379
	Iteration 41Q: 3 clusters Score -3921770 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36761 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -3921786.500000 Penalty: 3136.463379
	Iteration 42Q: 3 clusters Score -3921786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36776 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -3921798.250000 Penalty: 3136.463379
	Iteration 43Q: 3 clusters Score -3921798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36791 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -3921803.500000 Penalty: 3136.463379
	Iteration 44Q: 3 clusters Score -3921804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36807 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3921815.000000 Penalty: 3136.463379
	Iteration 45Q: 3 clusters Score -3921815 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36822 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -3921812.500000 Penalty: 3136.463379
	Iteration 46Q: 3 clusters Score -3921812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36836 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -3921824.000000 Penalty: 3136.463379
	Iteration 47Q: 3 clusters Score -3921824 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36854 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -3921831.000000 Penalty: 3136.463379
	Iteration 48Q: 3 clusters Score -3921831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36860 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3921832.250000 Penalty: 3136.463379
	Iteration 49Q: 3 clusters Score -3921832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36870 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -3921837.500000 Penalty: 3136.463379
	Iteration 50Q: 3 clusters Score -3921838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36876 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -3921835.000000 Penalty: 3136.463379
	Iteration 51Q: 3 clusters Score -3921835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36885 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -3921839.500000 Penalty: 3136.463379
	Iteration 52Q: 3 clusters Score -3921840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36897 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -3921851.500000 Penalty: 3136.463379
	Iteration 53Q: 3 clusters Score -3921852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36901 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -3921853.750000 Penalty: 3136.463379
	Iteration 54Q: 3 clusters Score -3921854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36908 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3921864.250000 Penalty: 3136.463379
	Iteration 55Q: 3 clusters Score -3921864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36916 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -3921862.750000 Penalty: 3136.463379
	Iteration 56Q: 3 clusters Score -3921863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36921 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3921870.500000 Penalty: 3136.463379
	Iteration 57Q: 3 clusters Score -3921870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36925 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3921871.750000 Penalty: 3136.463379
	Iteration 58Q: 3 clusters Score -3921872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36931 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3921877.000000 Penalty: 3136.463379
	Iteration 59Q: 3 clusters Score -3921877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36937 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3921882.000000 Penalty: 3136.463379
	Iteration 60F: 3 clusters Score -3921882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36943 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -3921881.500000 Penalty: 3136.463379
	Iteration 61Q: 3 clusters Score -3921882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36946 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -3921890.750000 Penalty: 3136.463379
	Iteration 62Q: 3 clusters Score -3921891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36950 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3921890.000000 Penalty: 3136.463379
	Iteration 63Q: 3 clusters Score -3921890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36955 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -3921896.250000 Penalty: 3136.463379
	Iteration 64Q: 3 clusters Score -3921896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36956 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -3921898.000000 Penalty: 3136.463379
	Iteration 65Q: 3 clusters Score -3921898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36956 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -3921898.000000 Penalty: 3136.463379
	Iteration 66F: 3 clusters Score -3921898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Entering Unmasked Estep 
Score: -1728502.375000 Penalty: 1444.923828
	Iteration 0F: 2 clusters Score -1728502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1717620.375000 Penalty: 2889.847656
	Iteration 0F: 3 clusters Score -1717620 nChanged 7154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1721372.250000 Penalty: 2889.847656
	Iteration 1F: 3 clusters Score -1721372 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1721873.375000 Penalty: 2889.847656
	Iteration 2F: 3 clusters Score -1721873 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1722409.750000 Penalty: 2889.847656
	Iteration 3F: 3 clusters Score -1722410 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1723020.000000 Penalty: 2889.847656
	Iteration 4F: 3 clusters Score -1723020 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1723771.750000 Penalty: 2889.847656
	Iteration 5F: 3 clusters Score -1723772 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1724711.625000 Penalty: 2889.847656
	Iteration 6F: 3 clusters Score -1724712 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1725655.000000 Penalty: 2889.847656
	Iteration 7F: 3 clusters Score -1725655 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1726402.625000 Penalty: 2889.847656
	Iteration 8Q: 3 clusters Score -1726403 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1726851.250000 Penalty: 2889.847656
	Iteration 9Q: 3 clusters Score -1726851 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1727068.625000 Penalty: 2889.847656
	Iteration 10Q: 3 clusters Score -1727069 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1727176.000000 Penalty: 2889.847656
	Iteration 11Q: 3 clusters Score -1727176 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1727236.875000 Penalty: 2889.847656
	Iteration 12Q: 3 clusters Score -1727237 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1727285.000000 Penalty: 2889.847656
	Iteration 13Q: 3 clusters Score -1727285 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1727319.125000 Penalty: 2889.847656
	Iteration 14Q: 3 clusters Score -1727319 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1727335.375000 Penalty: 2889.847656
	Iteration 15Q: 3 clusters Score -1727335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1727340.000000 Penalty: 2889.847656
	Iteration 16Q: 3 clusters Score -1727340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1727345.625000 Penalty: 2889.847656
	Iteration 17Q: 3 clusters Score -1727346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1727350.375000 Penalty: 2889.847656
	Iteration 18Q: 3 clusters Score -1727350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1727354.125000 Penalty: 2889.847656
	Iteration 19Q: 3 clusters Score -1727354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1727358.000000 Penalty: 2889.847656
	Iteration 20F: 3 clusters Score -1727358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1727360.000000 Penalty: 2889.847656
	Iteration 21Q: 3 clusters Score -1727360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1727360.250000 Penalty: 2889.847656
	Iteration 22Q: 3 clusters Score -1727360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1727360.250000 Penalty: 2889.847656
	Iteration 23F: 3 clusters Score -1727360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (22552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Entering Unmasked Estep 
Score: -2127844.250000 Penalty: 1491.508545
	Iteration 0F: 2 clusters Score -2127844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -2113159.500000 Penalty: 2983.017090
	Iteration 0F: 3 clusters Score -2113160 nChanged 10050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -2118755.750000 Penalty: 2983.017090
	Iteration 1F: 3 clusters Score -2118756 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -2119324.000000 Penalty: 2983.017090
	Iteration 2F: 3 clusters Score -2119324 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -2119851.500000 Penalty: 2983.017090
	Iteration 3F: 3 clusters Score -2119852 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -2120441.000000 Penalty: 2983.017090
	Iteration 4F: 3 clusters Score -2120441 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -2121147.750000 Penalty: 2983.017090
	Iteration 5F: 3 clusters Score -2121148 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -2121997.750000 Penalty: 2983.017090
	Iteration 6F: 3 clusters Score -2121998 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -2122916.500000 Penalty: 2983.017090
	Iteration 7F: 3 clusters Score -2122916 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -2123824.750000 Penalty: 2983.017090
	Iteration 8F: 3 clusters Score -2123825 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -2124707.250000 Penalty: 2983.017090
	Iteration 9Q: 3 clusters Score -2124707 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -2125286.250000 Penalty: 2983.017090
	Iteration 10Q: 3 clusters Score -2125286 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -2125695.000000 Penalty: 2983.017090
	Iteration 11Q: 3 clusters Score -2125695 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -2125978.750000 Penalty: 2983.017090
	Iteration 12Q: 3 clusters Score -2125979 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -2126185.750000 Penalty: 2983.017090
	Iteration 13Q: 3 clusters Score -2126186 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -2126341.750000 Penalty: 2983.017090
	Iteration 14Q: 3 clusters Score -2126342 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -2126435.500000 Penalty: 2983.017090
	Iteration 15Q: 3 clusters Score -2126436 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -2126510.750000 Penalty: 2983.017090
	Iteration 16Q: 3 clusters Score -2126511 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 21889 members 
Entering Unmasked Estep 
Score: -2126573.500000 Penalty: 2983.017090
	Iteration 17Q: 3 clusters Score -2126574 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -2126624.500000 Penalty: 2983.017090
	Iteration 18Q: 3 clusters Score -2126624 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -2126647.250000 Penalty: 2983.017090
	Iteration 19Q: 3 clusters Score -2126647 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -2126665.250000 Penalty: 2983.017090
	Iteration 20F: 3 clusters Score -2126665 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -2126689.000000 Penalty: 2983.017090
	Iteration 21Q: 3 clusters Score -2126689 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 22034 members 
Entering Unmasked Estep 
Score: -2126706.250000 Penalty: 2983.017090
	Iteration 22Q: 3 clusters Score -2126706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -2126719.750000 Penalty: 2983.017090
	Iteration 23Q: 3 clusters Score -2126720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -2126733.000000 Penalty: 2983.017090
	Iteration 24Q: 3 clusters Score -2126733 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -2126742.500000 Penalty: 2983.017090
	Iteration 25Q: 3 clusters Score -2126742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -2126751.250000 Penalty: 2983.017090
	Iteration 26Q: 3 clusters Score -2126751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
Score: -2126753.000000 Penalty: 2983.017090
	Iteration 27Q: 3 clusters Score -2126753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -2126756.750000 Penalty: 2983.017090
	Iteration 28Q: 3 clusters Score -2126757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 22088 members 
Entering Unmasked Estep 
Score: -2126759.500000 Penalty: 2983.017090
	Iteration 29Q: 3 clusters Score -2126760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -2126766.000000 Penalty: 2983.017090
	Iteration 30Q: 3 clusters Score -2126766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -2126769.000000 Penalty: 2983.017090
	Iteration 31Q: 3 clusters Score -2126769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -2126770.500000 Penalty: 2983.017090
	Iteration 32Q: 3 clusters Score -2126770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -2126770.500000 Penalty: 2983.017090
	Iteration 33F: 3 clusters Score -2126770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (28493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28493 members 
Entering Unmasked Estep 
Score: -2788291.750000 Penalty: 1526.303223
	Iteration 0F: 2 clusters Score -2788292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -2769818.250000 Penalty: 3052.606445
	Iteration 0F: 3 clusters Score -2769818 nChanged 12772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -2776749.750000 Penalty: 3052.606445
	Iteration 1F: 3 clusters Score -2776750 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -2777518.500000 Penalty: 3052.606445
	Iteration 2F: 3 clusters Score -2777518 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -2778218.500000 Penalty: 3052.606445
	Iteration 3F: 3 clusters Score -2778218 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -2778953.500000 Penalty: 3052.606445
	Iteration 4F: 3 clusters Score -2778954 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -2779691.250000 Penalty: 3052.606445
	Iteration 5F: 3 clusters Score -2779691 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -2780458.750000 Penalty: 3052.606445
	Iteration 6F: 3 clusters Score -2780459 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -2781241.250000 Penalty: 3052.606445
	Iteration 7F: 3 clusters Score -2781241 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -2782069.500000 Penalty: 3052.606445
	Iteration 8Q: 3 clusters Score -2782070 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -2782928.500000 Penalty: 3052.606445
	Iteration 9Q: 3 clusters Score -2782928 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -2783805.500000 Penalty: 3052.606445
	Iteration 10Q: 3 clusters Score -2783806 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -2784612.250000 Penalty: 3052.606445
	Iteration 11Q: 3 clusters Score -2784612 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -2785251.500000 Penalty: 3052.606445
	Iteration 12Q: 3 clusters Score -2785252 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -2785765.750000 Penalty: 3052.606445
	Iteration 13Q: 3 clusters Score -2785766 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -2786170.000000 Penalty: 3052.606445
	Iteration 14Q: 3 clusters Score -2786170 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -2786485.500000 Penalty: 3052.606445
	Iteration 15Q: 3 clusters Score -2786486 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -2786742.000000 Penalty: 3052.606445
	Iteration 16Q: 3 clusters Score -2786742 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -2786933.000000 Penalty: 3052.606445
	Iteration 17Q: 3 clusters Score -2786933 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -2787094.000000 Penalty: 3052.606445
	Iteration 18Q: 3 clusters Score -2787094 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -2787196.750000 Penalty: 3052.606445
	Iteration 19Q: 3 clusters Score -2787197 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -2787263.750000 Penalty: 3052.606445
	Iteration 20F: 3 clusters Score -2787264 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -2787324.250000 Penalty: 3052.606445
	Iteration 21Q: 3 clusters Score -2787324 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -2787364.500000 Penalty: 3052.606445
	Iteration 22Q: 3 clusters Score -2787364 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -2787395.500000 Penalty: 3052.606445
	Iteration 23Q: 3 clusters Score -2787396 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -2787412.750000 Penalty: 3052.606445
	Iteration 24Q: 3 clusters Score -2787413 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -2787437.500000 Penalty: 3052.606445
	Iteration 25Q: 3 clusters Score -2787438 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -2787459.000000 Penalty: 3052.606445
	Iteration 26Q: 3 clusters Score -2787459 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -2787480.250000 Penalty: 3052.606445
	Iteration 27Q: 3 clusters Score -2787480 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -2787495.000000 Penalty: 3052.606445
	Iteration 28Q: 3 clusters Score -2787495 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -2787495.750000 Penalty: 3052.606445
	Iteration 29Q: 3 clusters Score -2787496 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 21836 members 
Entering Unmasked Estep 
Score: -2787503.500000 Penalty: 3052.606445
	Iteration 30Q: 3 clusters Score -2787504 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -2787519.250000 Penalty: 3052.606445
	Iteration 31Q: 3 clusters Score -2787519 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -2787521.500000 Penalty: 3052.606445
	Iteration 32Q: 3 clusters Score -2787522 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -2787534.500000 Penalty: 3052.606445
	Iteration 33Q: 3 clusters Score -2787534 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -2787542.250000 Penalty: 3052.606445
	Iteration 34Q: 3 clusters Score -2787542 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -2787549.500000 Penalty: 3052.606445
	Iteration 35Q: 3 clusters Score -2787550 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -2787554.750000 Penalty: 3052.606445
	Iteration 36Q: 3 clusters Score -2787555 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -2787554.000000 Penalty: 3052.606445
	Iteration 37Q: 3 clusters Score -2787554 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 22219 members 
Entering Unmasked Estep 
Score: -2787566.250000 Penalty: 3052.606445
	Iteration 38Q: 3 clusters Score -2787566 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -2787561.000000 Penalty: 3052.606445
	Iteration 39Q: 3 clusters Score -2787561 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -2787558.500000 Penalty: 3052.606445
	Iteration 40F: 3 clusters Score -2787558 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -2787566.250000 Penalty: 3052.606445
	Iteration 41Q: 3 clusters Score -2787566 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -2787576.250000 Penalty: 3052.606445
	Iteration 42Q: 3 clusters Score -2787576 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -2787575.000000 Penalty: 3052.606445
	Iteration 43Q: 3 clusters Score -2787575 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 22474 members 
Entering Unmasked Estep 
Score: -2787585.750000 Penalty: 3052.606445
	Iteration 44Q: 3 clusters Score -2787586 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 22520 members 
Entering Unmasked Estep 
Score: -2787588.250000 Penalty: 3052.606445
	Iteration 45Q: 3 clusters Score -2787588 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -2787587.750000 Penalty: 3052.606445
	Iteration 46Q: 3 clusters Score -2787588 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -2787604.750000 Penalty: 3052.606445
	Iteration 47Q: 3 clusters Score -2787605 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -2787607.000000 Penalty: 3052.606445
	Iteration 48Q: 3 clusters Score -2787607 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -2787618.750000 Penalty: 3052.606445
	Iteration 49Q: 3 clusters Score -2787619 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 22740 members 
Entering Unmasked Estep 
Score: -2787621.250000 Penalty: 3052.606445
	Iteration 50Q: 3 clusters Score -2787621 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 22775 members 
Entering Unmasked Estep 
Score: -2787624.250000 Penalty: 3052.606445
	Iteration 51Q: 3 clusters Score -2787624 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -2787629.750000 Penalty: 3052.606445
	Iteration 52Q: 3 clusters Score -2787630 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -2787630.000000 Penalty: 3052.606445
	Iteration 53Q: 3 clusters Score -2787630 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 22875 members 
Entering Unmasked Estep 
Score: -2787641.000000 Penalty: 3052.606445
	Iteration 54Q: 3 clusters Score -2787641 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -2787649.000000 Penalty: 3052.606445
	Iteration 55Q: 3 clusters Score -2787649 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 22946 members 
Entering Unmasked Estep 
Score: -2787660.750000 Penalty: 3052.606445
	Iteration 56Q: 3 clusters Score -2787661 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -2787674.750000 Penalty: 3052.606445
	Iteration 57Q: 3 clusters Score -2787675 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 23029 members 
Entering Unmasked Estep 
Score: -2787674.750000 Penalty: 3052.606445
	Iteration 58Q: 3 clusters Score -2787675 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -2787673.500000 Penalty: 3052.606445
	Iteration 59Q: 3 clusters Score -2787674 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -2787674.500000 Penalty: 3052.606445
	Iteration 60F: 3 clusters Score -2787674 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -2787684.000000 Penalty: 3052.606445
	Iteration 61Q: 3 clusters Score -2787684 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 23167 members 
Entering Unmasked Estep 
Score: -2787687.750000 Penalty: 3052.606445
	Iteration 62Q: 3 clusters Score -2787688 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -2787688.750000 Penalty: 3052.606445
	Iteration 63Q: 3 clusters Score -2787689 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -2787692.500000 Penalty: 3052.606445
	Iteration 64Q: 3 clusters Score -2787692 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -2787703.000000 Penalty: 3052.606445
	Iteration 65Q: 3 clusters Score -2787703 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -2787708.500000 Penalty: 3052.606445
	Iteration 66Q: 3 clusters Score -2787708 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -2787714.750000 Penalty: 3052.606445
	Iteration 67Q: 3 clusters Score -2787715 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -2787723.000000 Penalty: 3052.606445
	Iteration 68Q: 3 clusters Score -2787723 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
Score: -2787732.750000 Penalty: 3052.606445
	Iteration 69Q: 3 clusters Score -2787733 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 23463 members 
Entering Unmasked Estep 
Score: -2787730.500000 Penalty: 3052.606445
	Iteration 70Q: 3 clusters Score -2787730 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -2787730.500000 Penalty: 3052.606445
	Iteration 71Q: 3 clusters Score -2787730 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -2787743.000000 Penalty: 3052.606445
	Iteration 72Q: 3 clusters Score -2787743 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -2787745.250000 Penalty: 3052.606445
	Iteration 73Q: 3 clusters Score -2787745 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -2787758.500000 Penalty: 3052.606445
	Iteration 74Q: 3 clusters Score -2787758 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -2787761.000000 Penalty: 3052.606445
	Iteration 75Q: 3 clusters Score -2787761 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
Score: -2787769.250000 Penalty: 3052.606445
	Iteration 76Q: 3 clusters Score -2787769 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -2787780.500000 Penalty: 3052.606445
	Iteration 77Q: 3 clusters Score -2787780 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -2787786.250000 Penalty: 3052.606445
	Iteration 78Q: 3 clusters Score -2787786 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 23780 members 
Entering Unmasked Estep 
Score: -2787786.750000 Penalty: 3052.606445
	Iteration 79Q: 3 clusters Score -2787787 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -2787789.000000 Penalty: 3052.606445
	Iteration 80F: 3 clusters Score -2787789 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -2787791.250000 Penalty: 3052.606445
	Iteration 81Q: 3 clusters Score -2787791 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -2787789.250000 Penalty: 3052.606445
	Iteration 82Q: 3 clusters Score -2787789 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
Score: -2787792.500000 Penalty: 3052.606445
	Iteration 83Q: 3 clusters Score -2787792 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 23919 members 
Entering Unmasked Estep 
Score: -2787799.000000 Penalty: 3052.606445
	Iteration 84Q: 3 clusters Score -2787799 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 23972 members 
Entering Unmasked Estep 
Score: -2787793.500000 Penalty: 3052.606445
	Iteration 85Q: 3 clusters Score -2787794 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -2787804.750000 Penalty: 3052.606445
	Iteration 86Q: 3 clusters Score -2787805 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
Score: -2787819.000000 Penalty: 3052.606445
	Iteration 87Q: 3 clusters Score -2787819 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 24149 members 
Entering Unmasked Estep 
Score: -2787829.500000 Penalty: 3052.606445
	Iteration 88Q: 3 clusters Score -2787830 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -2787834.250000 Penalty: 3052.606445
	Iteration 89Q: 3 clusters Score -2787834 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 24230 members 
Entering Unmasked Estep 
Score: -2787841.000000 Penalty: 3052.606445
	Iteration 90Q: 3 clusters Score -2787841 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 24271 members 
Entering Unmasked Estep 
Score: -2787853.250000 Penalty: 3052.606445
	Iteration 91Q: 3 clusters Score -2787853 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -2787863.250000 Penalty: 3052.606445
	Iteration 92Q: 3 clusters Score -2787863 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -2787877.000000 Penalty: 3052.606445
	Iteration 93Q: 3 clusters Score -2787877 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 24409 members 
Entering Unmasked Estep 
Score: -2787890.000000 Penalty: 3052.606445
	Iteration 94Q: 3 clusters Score -2787890 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 24458 members 
Entering Unmasked Estep 
Score: -2787895.500000 Penalty: 3052.606445
	Iteration 95Q: 3 clusters Score -2787896 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 24494 members 
Entering Unmasked Estep 
Score: -2787893.750000 Penalty: 3052.606445
	Iteration 96Q: 3 clusters Score -2787894 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 24537 members 
Entering Unmasked Estep 
Score: -2787904.750000 Penalty: 3052.606445
	Iteration 97Q: 3 clusters Score -2787905 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 24577 members 
Entering Unmasked Estep 
Score: -2787916.500000 Penalty: 3052.606445
	Iteration 98Q: 3 clusters Score -2787916 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 24612 members 
Entering Unmasked Estep 
Score: -2787916.250000 Penalty: 3052.606445
	Iteration 99Q: 3 clusters Score -2787916 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 24645 members 
Entering Unmasked Estep 
Score: -2787926.250000 Penalty: 3052.606445
	Iteration 100F: 3 clusters Score -2787926 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 24676 members 
Entering Unmasked Estep 
Score: -2787940.250000 Penalty: 3052.606445
	Iteration 101Q: 3 clusters Score -2787940 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 24711 members 
Entering Unmasked Estep 
Score: -2787943.000000 Penalty: 3052.606445
	Iteration 102Q: 3 clusters Score -2787943 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
Score: -2787948.250000 Penalty: 3052.606445
	Iteration 103Q: 3 clusters Score -2787948 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 24776 members 
Entering Unmasked Estep 
Score: -2787950.250000 Penalty: 3052.606445
	Iteration 104Q: 3 clusters Score -2787950 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -2787952.000000 Penalty: 3052.606445
	Iteration 105Q: 3 clusters Score -2787952 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 24829 members 
Entering Unmasked Estep 
Score: -2787967.750000 Penalty: 3052.606445
	Iteration 106Q: 3 clusters Score -2787968 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 24867 members 
Entering Unmasked Estep 
Score: -2787975.750000 Penalty: 3052.606445
	Iteration 107Q: 3 clusters Score -2787976 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
Score: -2787990.750000 Penalty: 3052.606445
	Iteration 108Q: 3 clusters Score -2787991 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 24957 members 
Entering Unmasked Estep 
Score: -2788002.750000 Penalty: 3052.606445
	Iteration 109Q: 3 clusters Score -2788003 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
Score: -2788013.500000 Penalty: 3052.606445
	Iteration 110Q: 3 clusters Score -2788014 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -2788023.750000 Penalty: 3052.606445
	Iteration 111Q: 3 clusters Score -2788024 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 25084 members 
Entering Unmasked Estep 
Score: -2788028.500000 Penalty: 3052.606445
	Iteration 112Q: 3 clusters Score -2788028 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -2788053.500000 Penalty: 3052.606445
	Iteration 113Q: 3 clusters Score -2788054 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 25175 members 
Entering Unmasked Estep 
Score: -2788067.250000 Penalty: 3052.606445
	Iteration 114Q: 3 clusters Score -2788067 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 25231 members 
Entering Unmasked Estep 
Score: -2788081.500000 Penalty: 3052.606445
	Iteration 115Q: 3 clusters Score -2788082 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 25278 members 
Entering Unmasked Estep 
Score: -2788098.000000 Penalty: 3052.606445
	Iteration 116Q: 3 clusters Score -2788098 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -2788111.500000 Penalty: 3052.606445
	Iteration 117Q: 3 clusters Score -2788112 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 25367 members 
Entering Unmasked Estep 
Score: -2788123.250000 Penalty: 3052.606445
	Iteration 118Q: 3 clusters Score -2788123 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 25411 members 
Entering Unmasked Estep 
Score: -2788130.000000 Penalty: 3052.606445
	Iteration 119Q: 3 clusters Score -2788130 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 25440 members 
Entering Unmasked Estep 
Score: -2788137.250000 Penalty: 3052.606445
	Iteration 120F: 3 clusters Score -2788137 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 25464 members 
Entering Unmasked Estep 
Score: -2788138.000000 Penalty: 3052.606445
	Iteration 121Q: 3 clusters Score -2788138 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -2788152.250000 Penalty: 3052.606445
	Iteration 122Q: 3 clusters Score -2788152 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -2788156.250000 Penalty: 3052.606445
	Iteration 123Q: 3 clusters Score -2788156 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 25534 members 
Entering Unmasked Estep 
Score: -2788165.250000 Penalty: 3052.606445
	Iteration 124Q: 3 clusters Score -2788165 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 25557 members 
Entering Unmasked Estep 
Score: -2788169.000000 Penalty: 3052.606445
	Iteration 125Q: 3 clusters Score -2788169 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 25578 members 
Entering Unmasked Estep 
Score: -2788168.750000 Penalty: 3052.606445
	Iteration 126Q: 3 clusters Score -2788169 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 25596 members 
Entering Unmasked Estep 
Score: -2788174.000000 Penalty: 3052.606445
	Iteration 127Q: 3 clusters Score -2788174 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 25618 members 
Entering Unmasked Estep 
Score: -2788179.000000 Penalty: 3052.606445
	Iteration 128Q: 3 clusters Score -2788179 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 25635 members 
Entering Unmasked Estep 
Score: -2788187.750000 Penalty: 3052.606445
	Iteration 129Q: 3 clusters Score -2788188 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 25656 members 
Entering Unmasked Estep 
Score: -2788190.750000 Penalty: 3052.606445
	Iteration 130Q: 3 clusters Score -2788191 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 25680 members 
Entering Unmasked Estep 
Score: -2788193.250000 Penalty: 3052.606445
	Iteration 131Q: 3 clusters Score -2788193 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 25701 members 
Entering Unmasked Estep 
Score: -2788195.500000 Penalty: 3052.606445
	Iteration 132Q: 3 clusters Score -2788196 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 25723 members 
Entering Unmasked Estep 
Score: -2788198.500000 Penalty: 3052.606445
	Iteration 133Q: 3 clusters Score -2788198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -2788202.000000 Penalty: 3052.606445
	Iteration 134Q: 3 clusters Score -2788202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 25737 members 
Entering Unmasked Estep 
Score: -2788202.250000 Penalty: 3052.606445
	Iteration 135Q: 3 clusters Score -2788202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 25740 members 
Entering Unmasked Estep 
Score: -2788205.500000 Penalty: 3052.606445
	Iteration 136Q: 3 clusters Score -2788206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 25742 members 
Entering Unmasked Estep 
Score: -2788206.750000 Penalty: 3052.606445
	Iteration 137Q: 3 clusters Score -2788207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 25745 members 
Entering Unmasked Estep 
Score: -2788206.250000 Penalty: 3052.606445
	Iteration 138Q: 3 clusters Score -2788206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
Score: -2788209.000000 Penalty: 3052.606445
	Iteration 139Q: 3 clusters Score -2788209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
Score: -2788204.750000 Penalty: 3052.606445
	Iteration 140F: 3 clusters Score -2788205 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 25752 members 
Entering Unmasked Estep 
Score: -2788207.500000 Penalty: 3052.606445
	Iteration 141Q: 3 clusters Score -2788208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 25756 members 
Entering Unmasked Estep 
Score: -2788209.250000 Penalty: 3052.606445
	Iteration 142Q: 3 clusters Score -2788209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -2788211.750000 Penalty: 3052.606445
	Iteration 143Q: 3 clusters Score -2788212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -2788215.250000 Penalty: 3052.606445
	Iteration 144Q: 3 clusters Score -2788215 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 25775 members 
Entering Unmasked Estep 
Score: -2788215.500000 Penalty: 3052.606445
	Iteration 145Q: 3 clusters Score -2788216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -2788216.750000 Penalty: 3052.606445
	Iteration 146Q: 3 clusters Score -2788217 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
Score: -2788222.000000 Penalty: 3052.606445
	Iteration 147Q: 3 clusters Score -2788222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 25794 members 
Entering Unmasked Estep 
Score: -2788220.500000 Penalty: 3052.606445
	Iteration 148Q: 3 clusters Score -2788220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 25800 members 
Entering Unmasked Estep 
Score: -2788231.750000 Penalty: 3052.606445
	Iteration 149Q: 3 clusters Score -2788232 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 25813 members 
Entering Unmasked Estep 
Score: -2788236.250000 Penalty: 3052.606445
	Iteration 150Q: 3 clusters Score -2788236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -2788234.500000 Penalty: 3052.606445
	Iteration 151Q: 3 clusters Score -2788234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 25837 members 
Entering Unmasked Estep 
Score: -2788236.500000 Penalty: 3052.606445
	Iteration 152Q: 3 clusters Score -2788236 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 25858 members 
Entering Unmasked Estep 
Score: -2788236.750000 Penalty: 3052.606445
	Iteration 153Q: 3 clusters Score -2788237 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -2788246.500000 Penalty: 3052.606445
	Iteration 154Q: 3 clusters Score -2788246 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 25896 members 
Entering Unmasked Estep 
Score: -2788244.500000 Penalty: 3052.606445
	Iteration 155Q: 3 clusters Score -2788244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
Score: -2788246.750000 Penalty: 3052.606445
	Iteration 156Q: 3 clusters Score -2788247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
Score: -2788247.500000 Penalty: 3052.606445
	Iteration 157Q: 3 clusters Score -2788248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
Score: -2788247.250000 Penalty: 3052.606445
	Iteration 158Q: 3 clusters Score -2788247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -2788247.500000 Penalty: 3052.606445
	Iteration 159Q: 3 clusters Score -2788248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 25928 members 
Entering Unmasked Estep 
Score: -2788249.250000 Penalty: 3052.606445
	Iteration 160F: 3 clusters Score -2788249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -2788250.500000 Penalty: 3052.606445
	Iteration 161Q: 3 clusters Score -2788250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 25929 members 
Entering Unmasked Estep 
Score: -2788252.000000 Penalty: 3052.606445
	Iteration 162Q: 3 clusters Score -2788252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 25932 members 
Entering Unmasked Estep 
Score: -2788250.000000 Penalty: 3052.606445
	Iteration 163Q: 3 clusters Score -2788250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 25932 members 
Entering Unmasked Estep 
Score: -2788251.250000 Penalty: 3052.606445
	Iteration 164Q: 3 clusters Score -2788251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -2788255.250000 Penalty: 3052.606445
	Iteration 165Q: 3 clusters Score -2788255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 25936 members 
Entering Unmasked Estep 
Score: -2788251.750000 Penalty: 3052.606445
	Iteration 166Q: 3 clusters Score -2788252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 25937 members 
Entering Unmasked Estep 
Score: -2788250.250000 Penalty: 3052.606445
	Iteration 167Q: 3 clusters Score -2788250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 25937 members 
Entering Unmasked Estep 
Score: -2788250.250000 Penalty: 3052.606445
	Iteration 168F: 3 clusters Score -2788250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Entering Unmasked Estep 
Score: -2050178.750000 Penalty: 1471.480713
	Iteration 0F: 2 clusters Score -2050179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -2037308.375000 Penalty: 2942.961426
	Iteration 0F: 3 clusters Score -2037308 nChanged 8682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -2042066.000000 Penalty: 2942.961426
	Iteration 1F: 3 clusters Score -2042066 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -2042571.750000 Penalty: 2942.961426
	Iteration 2F: 3 clusters Score -2042572 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -2043045.375000 Penalty: 2942.961426
	Iteration 3F: 3 clusters Score -2043045 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -2043571.875000 Penalty: 2942.961426
	Iteration 4F: 3 clusters Score -2043572 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -2044098.375000 Penalty: 2942.961426
	Iteration 5F: 3 clusters Score -2044098 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -2044681.500000 Penalty: 2942.961426
	Iteration 6F: 3 clusters Score -2044682 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -2045255.250000 Penalty: 2942.961426
	Iteration 7F: 3 clusters Score -2045255 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -2045805.000000 Penalty: 2942.961426
	Iteration 8Q: 3 clusters Score -2045805 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -2046263.750000 Penalty: 2942.961426
	Iteration 9Q: 3 clusters Score -2046264 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -2046589.000000 Penalty: 2942.961426
	Iteration 10Q: 3 clusters Score -2046589 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -2046832.750000 Penalty: 2942.961426
	Iteration 11Q: 3 clusters Score -2046833 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -2047031.500000 Penalty: 2942.961426
	Iteration 12Q: 3 clusters Score -2047032 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -2047204.625000 Penalty: 2942.961426
	Iteration 13Q: 3 clusters Score -2047205 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -2047373.250000 Penalty: 2942.961426
	Iteration 14Q: 3 clusters Score -2047373 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -2047533.125000 Penalty: 2942.961426
	Iteration 15Q: 3 clusters Score -2047533 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -2047693.125000 Penalty: 2942.961426
	Iteration 16Q: 3 clusters Score -2047693 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -2047820.500000 Penalty: 2942.961426
	Iteration 17Q: 3 clusters Score -2047820 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -2047940.000000 Penalty: 2942.961426
	Iteration 18Q: 3 clusters Score -2047940 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -2048028.500000 Penalty: 2942.961426
	Iteration 19Q: 3 clusters Score -2048028 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -2048093.625000 Penalty: 2942.961426
	Iteration 20F: 3 clusters Score -2048094 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -2048147.000000 Penalty: 2942.961426
	Iteration 21Q: 3 clusters Score -2048147 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -2048188.875000 Penalty: 2942.961426
	Iteration 22Q: 3 clusters Score -2048189 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -2048213.250000 Penalty: 2942.961426
	Iteration 23Q: 3 clusters Score -2048213 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -2048246.250000 Penalty: 2942.961426
	Iteration 24Q: 3 clusters Score -2048246 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -2048268.625000 Penalty: 2942.961426
	Iteration 25Q: 3 clusters Score -2048269 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -2048289.625000 Penalty: 2942.961426
	Iteration 26Q: 3 clusters Score -2048290 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -2048306.000000 Penalty: 2942.961426
	Iteration 27Q: 3 clusters Score -2048306 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -2048315.000000 Penalty: 2942.961426
	Iteration 28Q: 3 clusters Score -2048315 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -2048328.375000 Penalty: 2942.961426
	Iteration 29Q: 3 clusters Score -2048328 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -2048329.750000 Penalty: 2942.961426
	Iteration 30Q: 3 clusters Score -2048330 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -2048337.125000 Penalty: 2942.961426
	Iteration 31Q: 3 clusters Score -2048337 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -2048336.125000 Penalty: 2942.961426
	Iteration 32Q: 3 clusters Score -2048336 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -2048332.750000 Penalty: 2942.961426
	Iteration 33Q: 3 clusters Score -2048333 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -2048336.750000 Penalty: 2942.961426
	Iteration 34Q: 3 clusters Score -2048337 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -2048334.250000 Penalty: 2942.961426
	Iteration 35Q: 3 clusters Score -2048334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -2048337.625000 Penalty: 2942.961426
	Iteration 36Q: 3 clusters Score -2048338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -2048337.750000 Penalty: 2942.961426
	Iteration 37Q: 3 clusters Score -2048338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -2048340.250000 Penalty: 2942.961426
	Iteration 38Q: 3 clusters Score -2048340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -2048345.000000 Penalty: 2942.961426
	Iteration 39Q: 3 clusters Score -2048345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -2048345.250000 Penalty: 2942.961426
	Iteration 40F: 3 clusters Score -2048345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -2048344.625000 Penalty: 2942.961426
	Iteration 41Q: 3 clusters Score -2048345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -2048343.875000 Penalty: 2942.961426
	Iteration 42Q: 3 clusters Score -2048344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -2048342.250000 Penalty: 2942.961426
	Iteration 43Q: 3 clusters Score -2048342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -2048339.000000 Penalty: 2942.961426
	Iteration 44Q: 3 clusters Score -2048339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -2048338.625000 Penalty: 2942.961426
	Iteration 45Q: 3 clusters Score -2048339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -2048340.250000 Penalty: 2942.961426
	Iteration 46Q: 3 clusters Score -2048340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -2048340.250000 Penalty: 2942.961426
	Iteration 47Q: 3 clusters Score -2048340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -2048339.750000 Penalty: 2942.961426
	Iteration 48Q: 3 clusters Score -2048340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -2048337.625000 Penalty: 2942.961426
	Iteration 49Q: 3 clusters Score -2048338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -2048337.625000 Penalty: 2942.961426
	Iteration 50F: 3 clusters Score -2048338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Entering Unmasked Estep 
Score: -133036.875000 Penalty: 1088.900024
	Iteration 0F: 2 clusters Score -133036.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -131605.531250 Penalty: 2177.800049
	Iteration 0F: 3 clusters Score -131605.5 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -132149.156250 Penalty: 2177.800049
	Iteration 1F: 3 clusters Score -132149.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -132344.546875 Penalty: 2177.800049
	Iteration 2F: 3 clusters Score -132344.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -132453.531250 Penalty: 2177.800049
	Iteration 3F: 3 clusters Score -132453.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -132531.156250 Penalty: 2177.800049
	Iteration 4Q: 3 clusters Score -132531.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -132594.796875 Penalty: 2177.800049
	Iteration 5Q: 3 clusters Score -132594.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -132641.062500 Penalty: 2177.800049
	Iteration 6Q: 3 clusters Score -132641.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -132674.843750 Penalty: 2177.800049
	Iteration 7Q: 3 clusters Score -132674.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -132694.078125 Penalty: 2177.800049
	Iteration 8Q: 3 clusters Score -132694.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -132711.125000 Penalty: 2177.800049
	Iteration 9Q: 3 clusters Score -132711.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -132722.265625 Penalty: 2177.800049
	Iteration 10Q: 3 clusters Score -132722.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -132726.171875 Penalty: 2177.800049
	Iteration 11Q: 3 clusters Score -132726.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -132726.781250 Penalty: 2177.800049
	Iteration 12Q: 3 clusters Score -132726.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -132727.671875 Penalty: 2177.800049
	Iteration 13Q: 3 clusters Score -132727.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -132727.671875 Penalty: 2177.800049
	Iteration 14F: 3 clusters Score -132727.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (202111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202111 members 
Entering Unmasked Estep 
Score: -20264008.000000 Penalty: 1817.826050
	Iteration 0F: 2 clusters Score -2.026401e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101091 members 
Mstep: Class 2 contains 101020 members 
Entering Unmasked Estep 
Score: -20129816.000000 Penalty: 3635.652100
	Iteration 0F: 3 clusters Score -2.012982e+07 nChanged 97274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100463 members 
Mstep: Class 2 contains 101648 members 
Entering Unmasked Estep 
Score: -20187222.000000 Penalty: 3635.652100
	Iteration 1F: 3 clusters Score -2.018722e+07 nChanged 6837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100078 members 
Mstep: Class 2 contains 102033 members 
Entering Unmasked Estep 
Score: -20188884.000000 Penalty: 3635.652100
	Iteration 2Q: 3 clusters Score -2.018888e+07 nChanged 7905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99759 members 
Mstep: Class 2 contains 102352 members 
Entering Unmasked Estep 
Score: -20191764.000000 Penalty: 3635.652100
	Iteration 3Q: 3 clusters Score -2.019176e+07 nChanged 9332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99411 members 
Mstep: Class 2 contains 102700 members 
Entering Unmasked Estep 
Score: -20195974.000000 Penalty: 3635.652100
	Iteration 4Q: 3 clusters Score -2.019597e+07 nChanged 11479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98872 members 
Mstep: Class 2 contains 103239 members 
Entering Unmasked Estep 
Score: -20202472.000000 Penalty: 3635.652100
	Iteration 5F: 3 clusters Score -2.020247e+07 nChanged 13113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98209 members 
Mstep: Class 2 contains 103902 members 
Entering Unmasked Estep 
Score: -20211520.000000 Penalty: 3635.652100
	Iteration 6F: 3 clusters Score -2.021152e+07 nChanged 14316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97011 members 
Mstep: Class 2 contains 105100 members 
Entering Unmasked Estep 
Score: -20222222.000000 Penalty: 3635.652100
	Iteration 7F: 3 clusters Score -2.022222e+07 nChanged 13428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95215 members 
Mstep: Class 2 contains 106896 members 
Entering Unmasked Estep 
Score: -20232108.000000 Penalty: 3635.652100
	Iteration 8F: 3 clusters Score -2.023211e+07 nChanged 11252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93329 members 
Mstep: Class 2 contains 108782 members 
Entering Unmasked Estep 
Score: -20239072.000000 Penalty: 3635.652100
	Iteration 9F: 3 clusters Score -2.023907e+07 nChanged 8357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91694 members 
Mstep: Class 2 contains 110417 members 
Entering Unmasked Estep 
Score: -20242882.000000 Penalty: 3635.652100
	Iteration 10Q: 3 clusters Score -2.024288e+07 nChanged 5757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90475 members 
Mstep: Class 2 contains 111636 members 
Entering Unmasked Estep 
Score: -20244892.000000 Penalty: 3635.652100
	Iteration 11Q: 3 clusters Score -2.024489e+07 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89511 members 
Mstep: Class 2 contains 112600 members 
Entering Unmasked Estep 
Score: -20246352.000000 Penalty: 3635.652100
	Iteration 12Q: 3 clusters Score -2.024635e+07 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88757 members 
Mstep: Class 2 contains 113354 members 
Entering Unmasked Estep 
Score: -20247494.000000 Penalty: 3635.652100
	Iteration 13Q: 3 clusters Score -2.024749e+07 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88189 members 
Mstep: Class 2 contains 113922 members 
Entering Unmasked Estep 
Score: -20248562.000000 Penalty: 3635.652100
	Iteration 14Q: 3 clusters Score -2.024856e+07 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87733 members 
Mstep: Class 2 contains 114378 members 
Entering Unmasked Estep 
Score: -20249354.000000 Penalty: 3635.652100
	Iteration 15Q: 3 clusters Score -2.024935e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87317 members 
Mstep: Class 2 contains 114794 members 
Entering Unmasked Estep 
Score: -20249936.000000 Penalty: 3635.652100
	Iteration 16Q: 3 clusters Score -2.024994e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86911 members 
Mstep: Class 2 contains 115200 members 
Entering Unmasked Estep 
Score: -20250588.000000 Penalty: 3635.652100
	Iteration 17Q: 3 clusters Score -2.025059e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86610 members 
Mstep: Class 2 contains 115501 members 
Entering Unmasked Estep 
Score: -20251294.000000 Penalty: 3635.652100
	Iteration 18Q: 3 clusters Score -2.025129e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86378 members 
Mstep: Class 2 contains 115733 members 
Entering Unmasked Estep 
Score: -20251804.000000 Penalty: 3635.652100
	Iteration 19Q: 3 clusters Score -2.02518e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86134 members 
Mstep: Class 2 contains 115977 members 
Entering Unmasked Estep 
Score: -20252102.000000 Penalty: 3635.652100
	Iteration 20F: 3 clusters Score -2.02521e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85893 members 
Mstep: Class 2 contains 116218 members 
Entering Unmasked Estep 
Score: -20252372.000000 Penalty: 3635.652100
	Iteration 21Q: 3 clusters Score -2.025237e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85710 members 
Mstep: Class 2 contains 116401 members 
Entering Unmasked Estep 
Score: -20252538.000000 Penalty: 3635.652100
	Iteration 22Q: 3 clusters Score -2.025254e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85477 members 
Mstep: Class 2 contains 116634 members 
Entering Unmasked Estep 
Score: -20252722.000000 Penalty: 3635.652100
	Iteration 23Q: 3 clusters Score -2.025272e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85308 members 
Mstep: Class 2 contains 116803 members 
Entering Unmasked Estep 
Score: -20252800.000000 Penalty: 3635.652100
	Iteration 24Q: 3 clusters Score -2.02528e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85163 members 
Mstep: Class 2 contains 116948 members 
Entering Unmasked Estep 
Score: -20252860.000000 Penalty: 3635.652100
	Iteration 25Q: 3 clusters Score -2.025286e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85014 members 
Mstep: Class 2 contains 117097 members 
Entering Unmasked Estep 
Score: -20252938.000000 Penalty: 3635.652100
	Iteration 26Q: 3 clusters Score -2.025294e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84860 members 
Mstep: Class 2 contains 117251 members 
Entering Unmasked Estep 
Score: -20252942.000000 Penalty: 3635.652100
	Iteration 27Q: 3 clusters Score -2.025294e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84701 members 
Mstep: Class 2 contains 117410 members 
Entering Unmasked Estep 
Score: -20253020.000000 Penalty: 3635.652100
	Iteration 28Q: 3 clusters Score -2.025302e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84562 members 
Mstep: Class 2 contains 117549 members 
Entering Unmasked Estep 
Score: -20252960.000000 Penalty: 3635.652100
	Iteration 29Q: 3 clusters Score -2.025296e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84417 members 
Mstep: Class 2 contains 117694 members 
Entering Unmasked Estep 
Score: -20252974.000000 Penalty: 3635.652100
	Iteration 30Q: 3 clusters Score -2.025297e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84270 members 
Mstep: Class 2 contains 117841 members 
Entering Unmasked Estep 
Score: -20252994.000000 Penalty: 3635.652100
	Iteration 31Q: 3 clusters Score -2.025299e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84120 members 
Mstep: Class 2 contains 117991 members 
Entering Unmasked Estep 
Score: -20253072.000000 Penalty: 3635.652100
	Iteration 32Q: 3 clusters Score -2.025307e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83979 members 
Mstep: Class 2 contains 118132 members 
Entering Unmasked Estep 
Score: -20253074.000000 Penalty: 3635.652100
	Iteration 33Q: 3 clusters Score -2.025307e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83859 members 
Mstep: Class 2 contains 118252 members 
Entering Unmasked Estep 
Score: -20253120.000000 Penalty: 3635.652100
	Iteration 34Q: 3 clusters Score -2.025312e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83743 members 
Mstep: Class 2 contains 118368 members 
Entering Unmasked Estep 
Score: -20253088.000000 Penalty: 3635.652100
	Iteration 35Q: 3 clusters Score -2.025309e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83625 members 
Mstep: Class 2 contains 118486 members 
Entering Unmasked Estep 
Score: -20253118.000000 Penalty: 3635.652100
	Iteration 36Q: 3 clusters Score -2.025312e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83519 members 
Mstep: Class 2 contains 118592 members 
Entering Unmasked Estep 
Score: -20253116.000000 Penalty: 3635.652100
	Iteration 37Q: 3 clusters Score -2.025312e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83419 members 
Mstep: Class 2 contains 118692 members 
Entering Unmasked Estep 
Score: -20253112.000000 Penalty: 3635.652100
	Iteration 38Q: 3 clusters Score -2.025311e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83339 members 
Mstep: Class 2 contains 118772 members 
Entering Unmasked Estep 
Score: -20253128.000000 Penalty: 3635.652100
	Iteration 39Q: 3 clusters Score -2.025313e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83275 members 
Mstep: Class 2 contains 118836 members 
Entering Unmasked Estep 
Score: -20253132.000000 Penalty: 3635.652100
	Iteration 40F: 3 clusters Score -2.025313e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83212 members 
Mstep: Class 2 contains 118899 members 
Entering Unmasked Estep 
Score: -20253160.000000 Penalty: 3635.652100
	Iteration 41Q: 3 clusters Score -2.025316e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83140 members 
Mstep: Class 2 contains 118971 members 
Entering Unmasked Estep 
Score: -20253168.000000 Penalty: 3635.652100
	Iteration 42Q: 3 clusters Score -2.025317e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83073 members 
Mstep: Class 2 contains 119038 members 
Entering Unmasked Estep 
Score: -20253172.000000 Penalty: 3635.652100
	Iteration 43Q: 3 clusters Score -2.025317e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82998 members 
Mstep: Class 2 contains 119113 members 
Entering Unmasked Estep 
Score: -20253136.000000 Penalty: 3635.652100
	Iteration 44Q: 3 clusters Score -2.025314e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82930 members 
Mstep: Class 2 contains 119181 members 
Entering Unmasked Estep 
Score: -20253194.000000 Penalty: 3635.652100
	Iteration 45Q: 3 clusters Score -2.025319e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82873 members 
Mstep: Class 2 contains 119238 members 
Entering Unmasked Estep 
Score: -20253190.000000 Penalty: 3635.652100
	Iteration 46Q: 3 clusters Score -2.025319e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82818 members 
Mstep: Class 2 contains 119293 members 
Entering Unmasked Estep 
Score: -20253160.000000 Penalty: 3635.652100
	Iteration 47Q: 3 clusters Score -2.025316e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82772 members 
Mstep: Class 2 contains 119339 members 
Entering Unmasked Estep 
Score: -20253162.000000 Penalty: 3635.652100
	Iteration 48Q: 3 clusters Score -2.025316e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82731 members 
Mstep: Class 2 contains 119380 members 
Entering Unmasked Estep 
Score: -20253174.000000 Penalty: 3635.652100
	Iteration 49Q: 3 clusters Score -2.025317e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82692 members 
Mstep: Class 2 contains 119419 members 
Entering Unmasked Estep 
Score: -20253172.000000 Penalty: 3635.652100
	Iteration 50Q: 3 clusters Score -2.025317e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82654 members 
Mstep: Class 2 contains 119457 members 
Entering Unmasked Estep 
Score: -20253188.000000 Penalty: 3635.652100
	Iteration 51Q: 3 clusters Score -2.025319e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82621 members 
Mstep: Class 2 contains 119490 members 
Entering Unmasked Estep 
Score: -20253202.000000 Penalty: 3635.652100
	Iteration 52Q: 3 clusters Score -2.02532e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82586 members 
Mstep: Class 2 contains 119525 members 
Entering Unmasked Estep 
Score: -20253200.000000 Penalty: 3635.652100
	Iteration 53Q: 3 clusters Score -2.02532e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82557 members 
Mstep: Class 2 contains 119554 members 
Entering Unmasked Estep 
Score: -20253190.000000 Penalty: 3635.652100
	Iteration 54Q: 3 clusters Score -2.025319e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82523 members 
Mstep: Class 2 contains 119588 members 
Entering Unmasked Estep 
Score: -20253186.000000 Penalty: 3635.652100
	Iteration 55Q: 3 clusters Score -2.025319e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82485 members 
Mstep: Class 2 contains 119626 members 
Entering Unmasked Estep 
Score: -20253190.000000 Penalty: 3635.652100
	Iteration 56Q: 3 clusters Score -2.025319e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82440 members 
Mstep: Class 2 contains 119671 members 
Entering Unmasked Estep 
Score: -20253182.000000 Penalty: 3635.652100
	Iteration 57Q: 3 clusters Score -2.025318e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82403 members 
Mstep: Class 2 contains 119708 members 
Entering Unmasked Estep 
Score: -20253174.000000 Penalty: 3635.652100
	Iteration 58Q: 3 clusters Score -2.025317e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82364 members 
Mstep: Class 2 contains 119747 members 
Entering Unmasked Estep 
Score: -20253164.000000 Penalty: 3635.652100
	Iteration 59Q: 3 clusters Score -2.025316e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82306 members 
Mstep: Class 2 contains 119805 members 
Entering Unmasked Estep 
Score: -20253152.000000 Penalty: 3635.652100
	Iteration 60F: 3 clusters Score -2.025315e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82250 members 
Mstep: Class 2 contains 119861 members 
Entering Unmasked Estep 
Score: -20253124.000000 Penalty: 3635.652100
	Iteration 61Q: 3 clusters Score -2.025312e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82193 members 
Mstep: Class 2 contains 119918 members 
Entering Unmasked Estep 
Score: -20253144.000000 Penalty: 3635.652100
	Iteration 62Q: 3 clusters Score -2.025314e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82134 members 
Mstep: Class 2 contains 119977 members 
Entering Unmasked Estep 
Score: -20253174.000000 Penalty: 3635.652100
	Iteration 63Q: 3 clusters Score -2.025317e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82060 members 
Mstep: Class 2 contains 120051 members 
Entering Unmasked Estep 
Score: -20253140.000000 Penalty: 3635.652100
	Iteration 64Q: 3 clusters Score -2.025314e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81984 members 
Mstep: Class 2 contains 120127 members 
Entering Unmasked Estep 
Score: -20253132.000000 Penalty: 3635.652100
	Iteration 65Q: 3 clusters Score -2.025313e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81909 members 
Mstep: Class 2 contains 120202 members 
Entering Unmasked Estep 
Score: -20253132.000000 Penalty: 3635.652100
	Iteration 66Q: 3 clusters Score -2.025313e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81845 members 
Mstep: Class 2 contains 120266 members 
Entering Unmasked Estep 
Score: -20253150.000000 Penalty: 3635.652100
	Iteration 67Q: 3 clusters Score -2.025315e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81770 members 
Mstep: Class 2 contains 120341 members 
Entering Unmasked Estep 
Score: -20253174.000000 Penalty: 3635.652100
	Iteration 68Q: 3 clusters Score -2.025317e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81696 members 
Mstep: Class 2 contains 120415 members 
Entering Unmasked Estep 
Score: -20253192.000000 Penalty: 3635.652100
	Iteration 69Q: 3 clusters Score -2.025319e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81643 members 
Mstep: Class 2 contains 120468 members 
Entering Unmasked Estep 
Score: -20253186.000000 Penalty: 3635.652100
	Iteration 70Q: 3 clusters Score -2.025319e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81597 members 
Mstep: Class 2 contains 120514 members 
Entering Unmasked Estep 
Score: -20253160.000000 Penalty: 3635.652100
	Iteration 71Q: 3 clusters Score -2.025316e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81539 members 
Mstep: Class 2 contains 120572 members 
Entering Unmasked Estep 
Score: -20253184.000000 Penalty: 3635.652100
	Iteration 72Q: 3 clusters Score -2.025318e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81481 members 
Mstep: Class 2 contains 120630 members 
Entering Unmasked Estep 
Score: -20253208.000000 Penalty: 3635.652100
	Iteration 73Q: 3 clusters Score -2.025321e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81404 members 
Mstep: Class 2 contains 120707 members 
Entering Unmasked Estep 
Score: -20253192.000000 Penalty: 3635.652100
	Iteration 74Q: 3 clusters Score -2.025319e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81327 members 
Mstep: Class 2 contains 120784 members 
Entering Unmasked Estep 
Score: -20253180.000000 Penalty: 3635.652100
	Iteration 75Q: 3 clusters Score -2.025318e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81253 members 
Mstep: Class 2 contains 120858 members 
Entering Unmasked Estep 
Score: -20253202.000000 Penalty: 3635.652100
	Iteration 76Q: 3 clusters Score -2.02532e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81174 members 
Mstep: Class 2 contains 120937 members 
Entering Unmasked Estep 
Score: -20253190.000000 Penalty: 3635.652100
	Iteration 77Q: 3 clusters Score -2.025319e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81092 members 
Mstep: Class 2 contains 121019 members 
Entering Unmasked Estep 
Score: -20253228.000000 Penalty: 3635.652100
	Iteration 78Q: 3 clusters Score -2.025323e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81008 members 
Mstep: Class 2 contains 121103 members 
Entering Unmasked Estep 
Score: -20253206.000000 Penalty: 3635.652100
	Iteration 79Q: 3 clusters Score -2.025321e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80926 members 
Mstep: Class 2 contains 121185 members 
Entering Unmasked Estep 
Score: -20253216.000000 Penalty: 3635.652100
	Iteration 80F: 3 clusters Score -2.025322e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80851 members 
Mstep: Class 2 contains 121260 members 
Entering Unmasked Estep 
Score: -20253220.000000 Penalty: 3635.652100
	Iteration 81Q: 3 clusters Score -2.025322e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80775 members 
Mstep: Class 2 contains 121336 members 
Entering Unmasked Estep 
Score: -20253222.000000 Penalty: 3635.652100
	Iteration 82Q: 3 clusters Score -2.025322e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80703 members 
Mstep: Class 2 contains 121408 members 
Entering Unmasked Estep 
Score: -20253198.000000 Penalty: 3635.652100
	Iteration 83Q: 3 clusters Score -2.02532e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80612 members 
Mstep: Class 2 contains 121499 members 
Entering Unmasked Estep 
Score: -20253252.000000 Penalty: 3635.652100
	Iteration 84Q: 3 clusters Score -2.025325e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80530 members 
Mstep: Class 2 contains 121581 members 
Entering Unmasked Estep 
Score: -20253196.000000 Penalty: 3635.652100
	Iteration 85Q: 3 clusters Score -2.02532e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80430 members 
Mstep: Class 2 contains 121681 members 
Entering Unmasked Estep 
Score: -20253244.000000 Penalty: 3635.652100
	Iteration 86Q: 3 clusters Score -2.025324e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80323 members 
Mstep: Class 2 contains 121788 members 
Entering Unmasked Estep 
Score: -20253250.000000 Penalty: 3635.652100
	Iteration 87Q: 3 clusters Score -2.025325e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80210 members 
Mstep: Class 2 contains 121901 members 
Entering Unmasked Estep 
Score: -20253238.000000 Penalty: 3635.652100
	Iteration 88Q: 3 clusters Score -2.025324e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80101 members 
Mstep: Class 2 contains 122010 members 
Entering Unmasked Estep 
Score: -20253200.000000 Penalty: 3635.652100
	Iteration 89Q: 3 clusters Score -2.02532e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80008 members 
Mstep: Class 2 contains 122103 members 
Entering Unmasked Estep 
Score: -20253208.000000 Penalty: 3635.652100
	Iteration 90Q: 3 clusters Score -2.025321e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79921 members 
Mstep: Class 2 contains 122190 members 
Entering Unmasked Estep 
Score: -20253200.000000 Penalty: 3635.652100
	Iteration 91Q: 3 clusters Score -2.02532e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79823 members 
Mstep: Class 2 contains 122288 members 
Entering Unmasked Estep 
Score: -20253208.000000 Penalty: 3635.652100
	Iteration 92Q: 3 clusters Score -2.025321e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79748 members 
Mstep: Class 2 contains 122363 members 
Entering Unmasked Estep 
Score: -20253198.000000 Penalty: 3635.652100
	Iteration 93Q: 3 clusters Score -2.02532e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79668 members 
Mstep: Class 2 contains 122443 members 
Entering Unmasked Estep 
Score: -20253186.000000 Penalty: 3635.652100
	Iteration 94Q: 3 clusters Score -2.025319e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79598 members 
Mstep: Class 2 contains 122513 members 
Entering Unmasked Estep 
Score: -20253186.000000 Penalty: 3635.652100
	Iteration 95Q: 3 clusters Score -2.025319e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79525 members 
Mstep: Class 2 contains 122586 members 
Entering Unmasked Estep 
Score: -20253174.000000 Penalty: 3635.652100
	Iteration 96Q: 3 clusters Score -2.025317e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79451 members 
Mstep: Class 2 contains 122660 members 
Entering Unmasked Estep 
Score: -20253204.000000 Penalty: 3635.652100
	Iteration 97Q: 3 clusters Score -2.02532e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79374 members 
Mstep: Class 2 contains 122737 members 
Entering Unmasked Estep 
Score: -20253186.000000 Penalty: 3635.652100
	Iteration 98Q: 3 clusters Score -2.025319e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79309 members 
Mstep: Class 2 contains 122802 members 
Entering Unmasked Estep 
Score: -20253194.000000 Penalty: 3635.652100
	Iteration 99Q: 3 clusters Score -2.025319e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79244 members 
Mstep: Class 2 contains 122867 members 
Entering Unmasked Estep 
Score: -20253200.000000 Penalty: 3635.652100
	Iteration 100F: 3 clusters Score -2.02532e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79181 members 
Mstep: Class 2 contains 122930 members 
Entering Unmasked Estep 
Score: -20253202.000000 Penalty: 3635.652100
	Iteration 101Q: 3 clusters Score -2.02532e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79137 members 
Mstep: Class 2 contains 122974 members 
Entering Unmasked Estep 
Score: -20253196.000000 Penalty: 3635.652100
	Iteration 102Q: 3 clusters Score -2.02532e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79089 members 
Mstep: Class 2 contains 123022 members 
Entering Unmasked Estep 
Score: -20253176.000000 Penalty: 3635.652100
	Iteration 103Q: 3 clusters Score -2.025318e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79049 members 
Mstep: Class 2 contains 123062 members 
Entering Unmasked Estep 
Score: -20253192.000000 Penalty: 3635.652100
	Iteration 104Q: 3 clusters Score -2.025319e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79009 members 
Mstep: Class 2 contains 123102 members 
Entering Unmasked Estep 
Score: -20253192.000000 Penalty: 3635.652100
	Iteration 105Q: 3 clusters Score -2.025319e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78973 members 
Mstep: Class 2 contains 123138 members 
Entering Unmasked Estep 
Score: -20253194.000000 Penalty: 3635.652100
	Iteration 106Q: 3 clusters Score -2.025319e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78934 members 
Mstep: Class 2 contains 123177 members 
Entering Unmasked Estep 
Score: -20253178.000000 Penalty: 3635.652100
	Iteration 107Q: 3 clusters Score -2.025318e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78892 members 
Mstep: Class 2 contains 123219 members 
Entering Unmasked Estep 
Score: -20253210.000000 Penalty: 3635.652100
	Iteration 108Q: 3 clusters Score -2.025321e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78846 members 
Mstep: Class 2 contains 123265 members 
Entering Unmasked Estep 
Score: -20253208.000000 Penalty: 3635.652100
	Iteration 109Q: 3 clusters Score -2.025321e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78800 members 
Mstep: Class 2 contains 123311 members 
Entering Unmasked Estep 
Score: -20253210.000000 Penalty: 3635.652100
	Iteration 110Q: 3 clusters Score -2.025321e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78758 members 
Mstep: Class 2 contains 123353 members 
Entering Unmasked Estep 
Score: -20253236.000000 Penalty: 3635.652100
	Iteration 111Q: 3 clusters Score -2.025324e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78721 members 
Mstep: Class 2 contains 123390 members 
Entering Unmasked Estep 
Score: -20253260.000000 Penalty: 3635.652100
	Iteration 112Q: 3 clusters Score -2.025326e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78696 members 
Mstep: Class 2 contains 123415 members 
Entering Unmasked Estep 
Score: -20253244.000000 Penalty: 3635.652100
	Iteration 113Q: 3 clusters Score -2.025324e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78667 members 
Mstep: Class 2 contains 123444 members 
Entering Unmasked Estep 
Score: -20253250.000000 Penalty: 3635.652100
	Iteration 114Q: 3 clusters Score -2.025325e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78633 members 
Mstep: Class 2 contains 123478 members 
Entering Unmasked Estep 
Score: -20253284.000000 Penalty: 3635.652100
	Iteration 115Q: 3 clusters Score -2.025328e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78598 members 
Mstep: Class 2 contains 123513 members 
Entering Unmasked Estep 
Score: -20253300.000000 Penalty: 3635.652100
	Iteration 116Q: 3 clusters Score -2.02533e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78561 members 
Mstep: Class 2 contains 123550 members 
Entering Unmasked Estep 
Score: -20253298.000000 Penalty: 3635.652100
	Iteration 117Q: 3 clusters Score -2.02533e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78533 members 
Mstep: Class 2 contains 123578 members 
Entering Unmasked Estep 
Score: -20253284.000000 Penalty: 3635.652100
	Iteration 118Q: 3 clusters Score -2.025328e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78508 members 
Mstep: Class 2 contains 123603 members 
Entering Unmasked Estep 
Score: -20253276.000000 Penalty: 3635.652100
	Iteration 119Q: 3 clusters Score -2.025328e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78486 members 
Mstep: Class 2 contains 123625 members 
Entering Unmasked Estep 
Score: -20253274.000000 Penalty: 3635.652100
	Iteration 120F: 3 clusters Score -2.025327e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78462 members 
Mstep: Class 2 contains 123649 members 
Entering Unmasked Estep 
Score: -20253258.000000 Penalty: 3635.652100
	Iteration 121Q: 3 clusters Score -2.025326e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78440 members 
Mstep: Class 2 contains 123671 members 
Entering Unmasked Estep 
Score: -20253262.000000 Penalty: 3635.652100
	Iteration 122Q: 3 clusters Score -2.025326e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78421 members 
Mstep: Class 2 contains 123690 members 
Entering Unmasked Estep 
Score: -20253270.000000 Penalty: 3635.652100
	Iteration 123Q: 3 clusters Score -2.025327e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78398 members 
Mstep: Class 2 contains 123713 members 
Entering Unmasked Estep 
Score: -20253272.000000 Penalty: 3635.652100
	Iteration 124Q: 3 clusters Score -2.025327e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78369 members 
Mstep: Class 2 contains 123742 members 
Entering Unmasked Estep 
Score: -20253288.000000 Penalty: 3635.652100
	Iteration 125Q: 3 clusters Score -2.025329e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78338 members 
Mstep: Class 2 contains 123773 members 
Entering Unmasked Estep 
Score: -20253286.000000 Penalty: 3635.652100
	Iteration 126Q: 3 clusters Score -2.025329e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78311 members 
Mstep: Class 2 contains 123800 members 
Entering Unmasked Estep 
Score: -20253286.000000 Penalty: 3635.652100
	Iteration 127Q: 3 clusters Score -2.025329e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78288 members 
Mstep: Class 2 contains 123823 members 
Entering Unmasked Estep 
Score: -20253298.000000 Penalty: 3635.652100
	Iteration 128Q: 3 clusters Score -2.02533e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78258 members 
Mstep: Class 2 contains 123853 members 
Entering Unmasked Estep 
Score: -20253298.000000 Penalty: 3635.652100
	Iteration 129Q: 3 clusters Score -2.02533e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78227 members 
Mstep: Class 2 contains 123884 members 
Entering Unmasked Estep 
Score: -20253290.000000 Penalty: 3635.652100
	Iteration 130Q: 3 clusters Score -2.025329e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78204 members 
Mstep: Class 2 contains 123907 members 
Entering Unmasked Estep 
Score: -20253322.000000 Penalty: 3635.652100
	Iteration 131Q: 3 clusters Score -2.025332e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78183 members 
Mstep: Class 2 contains 123928 members 
Entering Unmasked Estep 
Score: -20253312.000000 Penalty: 3635.652100
	Iteration 132Q: 3 clusters Score -2.025331e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78162 members 
Mstep: Class 2 contains 123949 members 
Entering Unmasked Estep 
Score: -20253316.000000 Penalty: 3635.652100
	Iteration 133Q: 3 clusters Score -2.025332e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78141 members 
Mstep: Class 2 contains 123970 members 
Entering Unmasked Estep 
Score: -20253318.000000 Penalty: 3635.652100
	Iteration 134Q: 3 clusters Score -2.025332e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78123 members 
Mstep: Class 2 contains 123988 members 
Entering Unmasked Estep 
Score: -20253296.000000 Penalty: 3635.652100
	Iteration 135Q: 3 clusters Score -2.02533e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78110 members 
Mstep: Class 2 contains 124001 members 
Entering Unmasked Estep 
Score: -20253308.000000 Penalty: 3635.652100
	Iteration 136Q: 3 clusters Score -2.025331e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78091 members 
Mstep: Class 2 contains 124020 members 
Entering Unmasked Estep 
Score: -20253304.000000 Penalty: 3635.652100
	Iteration 137Q: 3 clusters Score -2.02533e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78073 members 
Mstep: Class 2 contains 124038 members 
Entering Unmasked Estep 
Score: -20253302.000000 Penalty: 3635.652100
	Iteration 138Q: 3 clusters Score -2.02533e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78052 members 
Mstep: Class 2 contains 124059 members 
Entering Unmasked Estep 
Score: -20253316.000000 Penalty: 3635.652100
	Iteration 139Q: 3 clusters Score -2.025332e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78023 members 
Mstep: Class 2 contains 124088 members 
Entering Unmasked Estep 
Score: -20253308.000000 Penalty: 3635.652100
	Iteration 140F: 3 clusters Score -2.025331e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78002 members 
Mstep: Class 2 contains 124109 members 
Entering Unmasked Estep 
Score: -20253310.000000 Penalty: 3635.652100
	Iteration 141Q: 3 clusters Score -2.025331e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77977 members 
Mstep: Class 2 contains 124134 members 
Entering Unmasked Estep 
Score: -20253320.000000 Penalty: 3635.652100
	Iteration 142Q: 3 clusters Score -2.025332e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77944 members 
Mstep: Class 2 contains 124167 members 
Entering Unmasked Estep 
Score: -20253320.000000 Penalty: 3635.652100
	Iteration 143Q: 3 clusters Score -2.025332e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77914 members 
Mstep: Class 2 contains 124197 members 
Entering Unmasked Estep 
Score: -20253320.000000 Penalty: 3635.652100
	Iteration 144Q: 3 clusters Score -2.025332e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77882 members 
Mstep: Class 2 contains 124229 members 
Entering Unmasked Estep 
Score: -20253320.000000 Penalty: 3635.652100
	Iteration 145Q: 3 clusters Score -2.025332e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77846 members 
Mstep: Class 2 contains 124265 members 
Entering Unmasked Estep 
Score: -20253304.000000 Penalty: 3635.652100
	Iteration 146Q: 3 clusters Score -2.02533e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77810 members 
Mstep: Class 2 contains 124301 members 
Entering Unmasked Estep 
Score: -20253296.000000 Penalty: 3635.652100
	Iteration 147Q: 3 clusters Score -2.02533e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77766 members 
Mstep: Class 2 contains 124345 members 
Entering Unmasked Estep 
Score: -20253298.000000 Penalty: 3635.652100
	Iteration 148Q: 3 clusters Score -2.02533e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77721 members 
Mstep: Class 2 contains 124390 members 
Entering Unmasked Estep 
Score: -20253310.000000 Penalty: 3635.652100
	Iteration 149Q: 3 clusters Score -2.025331e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77677 members 
Mstep: Class 2 contains 124434 members 
Entering Unmasked Estep 
Score: -20253306.000000 Penalty: 3635.652100
	Iteration 150Q: 3 clusters Score -2.025331e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77637 members 
Mstep: Class 2 contains 124474 members 
Entering Unmasked Estep 
Score: -20253310.000000 Penalty: 3635.652100
	Iteration 151Q: 3 clusters Score -2.025331e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77591 members 
Mstep: Class 2 contains 124520 members 
Entering Unmasked Estep 
Score: -20253314.000000 Penalty: 3635.652100
	Iteration 152Q: 3 clusters Score -2.025331e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77554 members 
Mstep: Class 2 contains 124557 members 
Entering Unmasked Estep 
Score: -20253294.000000 Penalty: 3635.652100
	Iteration 153Q: 3 clusters Score -2.025329e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77512 members 
Mstep: Class 2 contains 124599 members 
Entering Unmasked Estep 
Score: -20253292.000000 Penalty: 3635.652100
	Iteration 154Q: 3 clusters Score -2.025329e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77464 members 
Mstep: Class 2 contains 124647 members 
Entering Unmasked Estep 
Score: -20253306.000000 Penalty: 3635.652100
	Iteration 155Q: 3 clusters Score -2.025331e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77402 members 
Mstep: Class 2 contains 124709 members 
Entering Unmasked Estep 
Score: -20253302.000000 Penalty: 3635.652100
	Iteration 156Q: 3 clusters Score -2.02533e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77341 members 
Mstep: Class 2 contains 124770 members 
Entering Unmasked Estep 
Score: -20253296.000000 Penalty: 3635.652100
	Iteration 157Q: 3 clusters Score -2.02533e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77292 members 
Mstep: Class 2 contains 124819 members 
Entering Unmasked Estep 
Score: -20253296.000000 Penalty: 3635.652100
	Iteration 158Q: 3 clusters Score -2.02533e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77247 members 
Mstep: Class 2 contains 124864 members 
Entering Unmasked Estep 
Score: -20253308.000000 Penalty: 3635.652100
	Iteration 159Q: 3 clusters Score -2.025331e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77201 members 
Mstep: Class 2 contains 124910 members 
Entering Unmasked Estep 
Score: -20253314.000000 Penalty: 3635.652100
	Iteration 160F: 3 clusters Score -2.025331e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77163 members 
Mstep: Class 2 contains 124948 members 
Entering Unmasked Estep 
Score: -20253328.000000 Penalty: 3635.652100
	Iteration 161Q: 3 clusters Score -2.025333e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77127 members 
Mstep: Class 2 contains 124984 members 
Entering Unmasked Estep 
Score: -20253312.000000 Penalty: 3635.652100
	Iteration 162Q: 3 clusters Score -2.025331e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77089 members 
Mstep: Class 2 contains 125022 members 
Entering Unmasked Estep 
Score: -20253286.000000 Penalty: 3635.652100
	Iteration 163Q: 3 clusters Score -2.025329e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77049 members 
Mstep: Class 2 contains 125062 members 
Entering Unmasked Estep 
Score: -20253280.000000 Penalty: 3635.652100
	Iteration 164Q: 3 clusters Score -2.025328e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77020 members 
Mstep: Class 2 contains 125091 members 
Entering Unmasked Estep 
Score: -20253282.000000 Penalty: 3635.652100
	Iteration 165Q: 3 clusters Score -2.025328e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76988 members 
Mstep: Class 2 contains 125123 members 
Entering Unmasked Estep 
Score: -20253276.000000 Penalty: 3635.652100
	Iteration 166Q: 3 clusters Score -2.025328e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76945 members 
Mstep: Class 2 contains 125166 members 
Entering Unmasked Estep 
Score: -20253270.000000 Penalty: 3635.652100
	Iteration 167Q: 3 clusters Score -2.025327e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76907 members 
Mstep: Class 2 contains 125204 members 
Entering Unmasked Estep 
Score: -20253270.000000 Penalty: 3635.652100
	Iteration 168Q: 3 clusters Score -2.025327e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76872 members 
Mstep: Class 2 contains 125239 members 
Entering Unmasked Estep 
Score: -20253288.000000 Penalty: 3635.652100
	Iteration 169Q: 3 clusters Score -2.025329e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76846 members 
Mstep: Class 2 contains 125265 members 
Entering Unmasked Estep 
Score: -20253268.000000 Penalty: 3635.652100
	Iteration 170Q: 3 clusters Score -2.025327e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76824 members 
Mstep: Class 2 contains 125287 members 
Entering Unmasked Estep 
Score: -20253274.000000 Penalty: 3635.652100
	Iteration 171Q: 3 clusters Score -2.025327e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76805 members 
Mstep: Class 2 contains 125306 members 
Entering Unmasked Estep 
Score: -20253284.000000 Penalty: 3635.652100
	Iteration 172Q: 3 clusters Score -2.025328e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76783 members 
Mstep: Class 2 contains 125328 members 
Entering Unmasked Estep 
Score: -20253280.000000 Penalty: 3635.652100
	Iteration 173Q: 3 clusters Score -2.025328e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76762 members 
Mstep: Class 2 contains 125349 members 
Entering Unmasked Estep 
Score: -20253284.000000 Penalty: 3635.652100
	Iteration 174Q: 3 clusters Score -2.025328e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76731 members 
Mstep: Class 2 contains 125380 members 
Entering Unmasked Estep 
Score: -20253290.000000 Penalty: 3635.652100
	Iteration 175Q: 3 clusters Score -2.025329e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76697 members 
Mstep: Class 2 contains 125414 members 
Entering Unmasked Estep 
Score: -20253272.000000 Penalty: 3635.652100
	Iteration 176Q: 3 clusters Score -2.025327e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76667 members 
Mstep: Class 2 contains 125444 members 
Entering Unmasked Estep 
Score: -20253266.000000 Penalty: 3635.652100
	Iteration 177Q: 3 clusters Score -2.025327e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76640 members 
Mstep: Class 2 contains 125471 members 
Entering Unmasked Estep 
Score: -20253286.000000 Penalty: 3635.652100
	Iteration 178Q: 3 clusters Score -2.025329e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76618 members 
Mstep: Class 2 contains 125493 members 
Entering Unmasked Estep 
Score: -20253286.000000 Penalty: 3635.652100
	Iteration 179Q: 3 clusters Score -2.025329e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76593 members 
Mstep: Class 2 contains 125518 members 
Entering Unmasked Estep 
Score: -20253270.000000 Penalty: 3635.652100
	Iteration 180F: 3 clusters Score -2.025327e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76573 members 
Mstep: Class 2 contains 125538 members 
Entering Unmasked Estep 
Score: -20253268.000000 Penalty: 3635.652100
	Iteration 181Q: 3 clusters Score -2.025327e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76558 members 
Mstep: Class 2 contains 125553 members 
Entering Unmasked Estep 
Score: -20253282.000000 Penalty: 3635.652100
	Iteration 182Q: 3 clusters Score -2.025328e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76537 members 
Mstep: Class 2 contains 125574 members 
Entering Unmasked Estep 
Score: -20253272.000000 Penalty: 3635.652100
	Iteration 183Q: 3 clusters Score -2.025327e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76517 members 
Mstep: Class 2 contains 125594 members 
Entering Unmasked Estep 
Score: -20253274.000000 Penalty: 3635.652100
	Iteration 184Q: 3 clusters Score -2.025327e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76501 members 
Mstep: Class 2 contains 125610 members 
Entering Unmasked Estep 
Score: -20253268.000000 Penalty: 3635.652100
	Iteration 185Q: 3 clusters Score -2.025327e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76492 members 
Mstep: Class 2 contains 125619 members 
Entering Unmasked Estep 
Score: -20253270.000000 Penalty: 3635.652100
	Iteration 186Q: 3 clusters Score -2.025327e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76483 members 
Mstep: Class 2 contains 125628 members 
Entering Unmasked Estep 
Score: -20253254.000000 Penalty: 3635.652100
	Iteration 187Q: 3 clusters Score -2.025325e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76471 members 
Mstep: Class 2 contains 125640 members 
Entering Unmasked Estep 
Score: -20253244.000000 Penalty: 3635.652100
	Iteration 188Q: 3 clusters Score -2.025324e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76456 members 
Mstep: Class 2 contains 125655 members 
Entering Unmasked Estep 
Score: -20253250.000000 Penalty: 3635.652100
	Iteration 189Q: 3 clusters Score -2.025325e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76438 members 
Mstep: Class 2 contains 125673 members 
Entering Unmasked Estep 
Score: -20253234.000000 Penalty: 3635.652100
	Iteration 190Q: 3 clusters Score -2.025323e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76423 members 
Mstep: Class 2 contains 125688 members 
Entering Unmasked Estep 
Score: -20253246.000000 Penalty: 3635.652100
	Iteration 191Q: 3 clusters Score -2.025325e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76406 members 
Mstep: Class 2 contains 125705 members 
Entering Unmasked Estep 
Score: -20253236.000000 Penalty: 3635.652100
	Iteration 192Q: 3 clusters Score -2.025324e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76389 members 
Mstep: Class 2 contains 125722 members 
Entering Unmasked Estep 
Score: -20253220.000000 Penalty: 3635.652100
	Iteration 193Q: 3 clusters Score -2.025322e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76372 members 
Mstep: Class 2 contains 125739 members 
Entering Unmasked Estep 
Score: -20253212.000000 Penalty: 3635.652100
	Iteration 194Q: 3 clusters Score -2.025321e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76355 members 
Mstep: Class 2 contains 125756 members 
Entering Unmasked Estep 
Score: -20253220.000000 Penalty: 3635.652100
	Iteration 195Q: 3 clusters Score -2.025322e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76343 members 
Mstep: Class 2 contains 125768 members 
Entering Unmasked Estep 
Score: -20253206.000000 Penalty: 3635.652100
	Iteration 196Q: 3 clusters Score -2.025321e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76335 members 
Mstep: Class 2 contains 125776 members 
Entering Unmasked Estep 
Score: -20253206.000000 Penalty: 3635.652100
	Iteration 197Q: 3 clusters Score -2.025321e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76328 members 
Mstep: Class 2 contains 125783 members 
Entering Unmasked Estep 
Score: -20253204.000000 Penalty: 3635.652100
	Iteration 198Q: 3 clusters Score -2.02532e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76326 members 
Mstep: Class 2 contains 125785 members 
Entering Unmasked Estep 
Score: -20253204.000000 Penalty: 3635.652100
	Iteration 199Q: 3 clusters Score -2.02532e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76322 members 
Mstep: Class 2 contains 125789 members 
Entering Unmasked Estep 
Score: -20253218.000000 Penalty: 3635.652100
	Iteration 200F: 3 clusters Score -2.025322e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76318 members 
Mstep: Class 2 contains 125793 members 
Entering Unmasked Estep 
Score: -20253218.000000 Penalty: 3635.652100
	Iteration 201Q: 3 clusters Score -2.025322e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76313 members 
Mstep: Class 2 contains 125798 members 
Entering Unmasked Estep 
Score: -20253208.000000 Penalty: 3635.652100
	Iteration 202Q: 3 clusters Score -2.025321e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76306 members 
Mstep: Class 2 contains 125805 members 
Entering Unmasked Estep 
Score: -20253236.000000 Penalty: 3635.652100
	Iteration 203Q: 3 clusters Score -2.025324e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76303 members 
Mstep: Class 2 contains 125808 members 
Entering Unmasked Estep 
Score: -20253224.000000 Penalty: 3635.652100
	Iteration 204Q: 3 clusters Score -2.025322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76299 members 
Mstep: Class 2 contains 125812 members 
Entering Unmasked Estep 
Score: -20253218.000000 Penalty: 3635.652100
	Iteration 205Q: 3 clusters Score -2.025322e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76293 members 
Mstep: Class 2 contains 125818 members 
Entering Unmasked Estep 
Score: -20253226.000000 Penalty: 3635.652100
	Iteration 206Q: 3 clusters Score -2.025323e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76290 members 
Mstep: Class 2 contains 125821 members 
Entering Unmasked Estep 
Score: -20253228.000000 Penalty: 3635.652100
	Iteration 207Q: 3 clusters Score -2.025323e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76285 members 
Mstep: Class 2 contains 125826 members 
Entering Unmasked Estep 
Score: -20253228.000000 Penalty: 3635.652100
	Iteration 208Q: 3 clusters Score -2.025323e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76283 members 
Mstep: Class 2 contains 125828 members 
Entering Unmasked Estep 
Score: -20253228.000000 Penalty: 3635.652100
	Iteration 209Q: 3 clusters Score -2.025323e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76280 members 
Mstep: Class 2 contains 125831 members 
Entering Unmasked Estep 
Score: -20253216.000000 Penalty: 3635.652100
	Iteration 210Q: 3 clusters Score -2.025322e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76280 members 
Mstep: Class 2 contains 125831 members 
Entering Unmasked Estep 
Score: -20253216.000000 Penalty: 3635.652100
	Iteration 211F: 3 clusters Score -2.025322e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Entering Unmasked Estep 
Score: -1247843.125000 Penalty: 1401.302368
	Iteration 0F: 2 clusters Score -1247843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1239666.750000 Penalty: 2802.604736
	Iteration 0F: 3 clusters Score -1239667 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1242461.875000 Penalty: 2802.604736
	Iteration 1F: 3 clusters Score -1242462 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1242809.500000 Penalty: 2802.604736
	Iteration 2F: 3 clusters Score -1242810 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1243137.000000 Penalty: 2802.604736
	Iteration 3F: 3 clusters Score -1243137 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1243443.875000 Penalty: 2802.604736
	Iteration 4Q: 3 clusters Score -1243444 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1243747.375000 Penalty: 2802.604736
	Iteration 5Q: 3 clusters Score -1243747 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1244081.125000 Penalty: 2802.604736
	Iteration 6Q: 3 clusters Score -1244081 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1244416.500000 Penalty: 2802.604736
	Iteration 7Q: 3 clusters Score -1244416 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1244792.750000 Penalty: 2802.604736
	Iteration 8Q: 3 clusters Score -1244793 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1245198.625000 Penalty: 2802.604736
	Iteration 9Q: 3 clusters Score -1245199 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1245583.875000 Penalty: 2802.604736
	Iteration 10Q: 3 clusters Score -1245584 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1245892.125000 Penalty: 2802.604736
	Iteration 11Q: 3 clusters Score -1245892 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1246147.500000 Penalty: 2802.604736
	Iteration 12Q: 3 clusters Score -1246148 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1246337.750000 Penalty: 2802.604736
	Iteration 13Q: 3 clusters Score -1246338 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1246450.250000 Penalty: 2802.604736
	Iteration 14Q: 3 clusters Score -1246450 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1246529.000000 Penalty: 2802.604736
	Iteration 15Q: 3 clusters Score -1246529 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1246591.375000 Penalty: 2802.604736
	Iteration 16Q: 3 clusters Score -1246591 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1246624.750000 Penalty: 2802.604736
	Iteration 17Q: 3 clusters Score -1246625 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1246667.000000 Penalty: 2802.604736
	Iteration 18Q: 3 clusters Score -1246667 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1246700.375000 Penalty: 2802.604736
	Iteration 19Q: 3 clusters Score -1246700 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1246728.375000 Penalty: 2802.604736
	Iteration 20F: 3 clusters Score -1246728 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1246745.500000 Penalty: 2802.604736
	Iteration 21Q: 3 clusters Score -1246746 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1246760.625000 Penalty: 2802.604736
	Iteration 22Q: 3 clusters Score -1246761 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1246778.500000 Penalty: 2802.604736
	Iteration 23Q: 3 clusters Score -1246778 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1246787.500000 Penalty: 2802.604736
	Iteration 24Q: 3 clusters Score -1246788 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1246801.625000 Penalty: 2802.604736
	Iteration 25Q: 3 clusters Score -1246802 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1246815.500000 Penalty: 2802.604736
	Iteration 26Q: 3 clusters Score -1246816 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1246825.000000 Penalty: 2802.604736
	Iteration 27Q: 3 clusters Score -1246825 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1246837.250000 Penalty: 2802.604736
	Iteration 28Q: 3 clusters Score -1246837 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1246849.000000 Penalty: 2802.604736
	Iteration 29Q: 3 clusters Score -1246849 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1246851.500000 Penalty: 2802.604736
	Iteration 30Q: 3 clusters Score -1246852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1246855.375000 Penalty: 2802.604736
	Iteration 31Q: 3 clusters Score -1246855 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1246860.875000 Penalty: 2802.604736
	Iteration 32Q: 3 clusters Score -1246861 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1246866.750000 Penalty: 2802.604736
	Iteration 33Q: 3 clusters Score -1246867 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1246877.125000 Penalty: 2802.604736
	Iteration 34Q: 3 clusters Score -1246877 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1246881.500000 Penalty: 2802.604736
	Iteration 35Q: 3 clusters Score -1246882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1246885.250000 Penalty: 2802.604736
	Iteration 36Q: 3 clusters Score -1246885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1246886.000000 Penalty: 2802.604736
	Iteration 37Q: 3 clusters Score -1246886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1246886.250000 Penalty: 2802.604736
	Iteration 38Q: 3 clusters Score -1246886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1246888.500000 Penalty: 2802.604736
	Iteration 39Q: 3 clusters Score -1246888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1246890.250000 Penalty: 2802.604736
	Iteration 40F: 3 clusters Score -1246890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Entering Unmasked Estep 
Score: -164356.015625 Penalty: 1113.423096
	Iteration 0F: 2 clusters Score -164356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -162643.593750 Penalty: 2226.846191
	Iteration 0F: 3 clusters Score -162643.6 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -163107.828125 Penalty: 2226.846191
	Iteration 1F: 3 clusters Score -163107.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -163206.250000 Penalty: 2226.846191
	Iteration 2F: 3 clusters Score -163206.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -163272.718750 Penalty: 2226.846191
	Iteration 3Q: 3 clusters Score -163272.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -163313.796875 Penalty: 2226.846191
	Iteration 4Q: 3 clusters Score -163313.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -163356.718750 Penalty: 2226.846191
	Iteration 5Q: 3 clusters Score -163356.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -163393.953125 Penalty: 2226.846191
	Iteration 6Q: 3 clusters Score -163394 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -163431.078125 Penalty: 2226.846191
	Iteration 7Q: 3 clusters Score -163431.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -163460.062500 Penalty: 2226.846191
	Iteration 8Q: 3 clusters Score -163460.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -163477.078125 Penalty: 2226.846191
	Iteration 9Q: 3 clusters Score -163477.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -163495.484375 Penalty: 2226.846191
	Iteration 10Q: 3 clusters Score -163495.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -163505.109375 Penalty: 2226.846191
	Iteration 11Q: 3 clusters Score -163505.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -163517.375000 Penalty: 2226.846191
	Iteration 12Q: 3 clusters Score -163517.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -163524.203125 Penalty: 2226.846191
	Iteration 13Q: 3 clusters Score -163524.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -163539.625000 Penalty: 2226.846191
	Iteration 14Q: 3 clusters Score -163539.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -163554.859375 Penalty: 2226.846191
	Iteration 15Q: 3 clusters Score -163554.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -163567.937500 Penalty: 2226.846191
	Iteration 16Q: 3 clusters Score -163567.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -163575.421875 Penalty: 2226.846191
	Iteration 17Q: 3 clusters Score -163575.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -163580.406250 Penalty: 2226.846191
	Iteration 18Q: 3 clusters Score -163580.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -163584.750000 Penalty: 2226.846191
	Iteration 19Q: 3 clusters Score -163584.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -163591.500000 Penalty: 2226.846191
	Iteration 20F: 3 clusters Score -163591.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -163600.718750 Penalty: 2226.846191
	Iteration 21Q: 3 clusters Score -163600.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -163607.312500 Penalty: 2226.846191
	Iteration 22Q: 3 clusters Score -163607.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -163616.187500 Penalty: 2226.846191
	Iteration 23Q: 3 clusters Score -163616.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -163627.281250 Penalty: 2226.846191
	Iteration 24Q: 3 clusters Score -163627.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -163636.250000 Penalty: 2226.846191
	Iteration 25Q: 3 clusters Score -163636.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -163656.140625 Penalty: 2226.846191
	Iteration 26Q: 3 clusters Score -163656.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -163674.609375 Penalty: 2226.846191
	Iteration 27Q: 3 clusters Score -163674.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -163693.265625 Penalty: 2226.846191
	Iteration 28Q: 3 clusters Score -163693.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -163704.781250 Penalty: 2226.846191
	Iteration 29Q: 3 clusters Score -163704.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -163714.625000 Penalty: 2226.846191
	Iteration 30Q: 3 clusters Score -163714.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -163724.781250 Penalty: 2226.846191
	Iteration 31Q: 3 clusters Score -163724.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -163733.078125 Penalty: 2226.846191
	Iteration 32Q: 3 clusters Score -163733.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -163744.843750 Penalty: 2226.846191
	Iteration 33Q: 3 clusters Score -163744.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -163757.578125 Penalty: 2226.846191
	Iteration 34Q: 3 clusters Score -163757.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -163764.765625 Penalty: 2226.846191
	Iteration 35Q: 3 clusters Score -163764.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -163770.328125 Penalty: 2226.846191
	Iteration 36Q: 3 clusters Score -163770.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -163774.140625 Penalty: 2226.846191
	Iteration 37Q: 3 clusters Score -163774.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -163777.406250 Penalty: 2226.846191
	Iteration 38Q: 3 clusters Score -163777.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -163779.453125 Penalty: 2226.846191
	Iteration 39Q: 3 clusters Score -163779.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -163780.609375 Penalty: 2226.846191
	Iteration 40F: 3 clusters Score -163780.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -163781.515625 Penalty: 2226.846191
	Iteration 41Q: 3 clusters Score -163781.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -163782.921875 Penalty: 2226.846191
	Iteration 42Q: 3 clusters Score -163782.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -163783.078125 Penalty: 2226.846191
	Iteration 43Q: 3 clusters Score -163783.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -163784.078125 Penalty: 2226.846191
	Iteration 44Q: 3 clusters Score -163784.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -163784.078125 Penalty: 2226.846191
	Iteration 45F: 3 clusters Score -163784.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Entering Unmasked Estep 
Score: -607440.750000 Penalty: 1301.463989
	Iteration 0F: 2 clusters Score -607440.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -603031.625000 Penalty: 2602.927979
	Iteration 0F: 3 clusters Score -603031.6 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -604342.437500 Penalty: 2602.927979
	Iteration 1F: 3 clusters Score -604342.4 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -604568.312500 Penalty: 2602.927979
	Iteration 2F: 3 clusters Score -604568.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -604760.750000 Penalty: 2602.927979
	Iteration 3F: 3 clusters Score -604760.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -604926.625000 Penalty: 2602.927979
	Iteration 4Q: 3 clusters Score -604926.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -605075.125000 Penalty: 2602.927979
	Iteration 5Q: 3 clusters Score -605075.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -605222.187500 Penalty: 2602.927979
	Iteration 6Q: 3 clusters Score -605222.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -605352.062500 Penalty: 2602.927979
	Iteration 7Q: 3 clusters Score -605352.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -605509.375000 Penalty: 2602.927979
	Iteration 8Q: 3 clusters Score -605509.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -605688.500000 Penalty: 2602.927979
	Iteration 9Q: 3 clusters Score -605688.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -605815.875000 Penalty: 2602.927979
	Iteration 10Q: 3 clusters Score -605815.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -605939.312500 Penalty: 2602.927979
	Iteration 11Q: 3 clusters Score -605939.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -606051.625000 Penalty: 2602.927979
	Iteration 12Q: 3 clusters Score -606051.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -606174.062500 Penalty: 2602.927979
	Iteration 13Q: 3 clusters Score -606174.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -606264.875000 Penalty: 2602.927979
	Iteration 14Q: 3 clusters Score -606264.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -606342.625000 Penalty: 2602.927979
	Iteration 15Q: 3 clusters Score -606342.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -606409.187500 Penalty: 2602.927979
	Iteration 16Q: 3 clusters Score -606409.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -606459.625000 Penalty: 2602.927979
	Iteration 17Q: 3 clusters Score -606459.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -606489.375000 Penalty: 2602.927979
	Iteration 18Q: 3 clusters Score -606489.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -606516.687500 Penalty: 2602.927979
	Iteration 19Q: 3 clusters Score -606516.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -606533.312500 Penalty: 2602.927979
	Iteration 20F: 3 clusters Score -606533.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -606553.625000 Penalty: 2602.927979
	Iteration 21Q: 3 clusters Score -606553.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -606568.187500 Penalty: 2602.927979
	Iteration 22Q: 3 clusters Score -606568.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -606577.625000 Penalty: 2602.927979
	Iteration 23Q: 3 clusters Score -606577.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -606584.812500 Penalty: 2602.927979
	Iteration 24Q: 3 clusters Score -606584.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -606592.250000 Penalty: 2602.927979
	Iteration 25Q: 3 clusters Score -606592.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -606593.875000 Penalty: 2602.927979
	Iteration 26Q: 3 clusters Score -606593.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -606599.562500 Penalty: 2602.927979
	Iteration 27Q: 3 clusters Score -606599.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -606600.500000 Penalty: 2602.927979
	Iteration 28Q: 3 clusters Score -606600.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -606602.687500 Penalty: 2602.927979
	Iteration 29Q: 3 clusters Score -606602.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -606604.500000 Penalty: 2602.927979
	Iteration 30Q: 3 clusters Score -606604.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -606606.062500 Penalty: 2602.927979
	Iteration 31Q: 3 clusters Score -606606.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -606606.000000 Penalty: 2602.927979
	Iteration 32Q: 3 clusters Score -606606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -606606.000000 Penalty: 2602.927979
	Iteration 33F: 3 clusters Score -606606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Entering Unmasked Estep 
Score: -190071.234375 Penalty: 1140.942749
	Iteration 0F: 2 clusters Score -190071.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -188093.515625 Penalty: 2281.885498
	Iteration 0F: 3 clusters Score -188093.5 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -188664.546875 Penalty: 2281.885498
	Iteration 1F: 3 clusters Score -188664.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -188856.843750 Penalty: 2281.885498
	Iteration 2F: 3 clusters Score -188856.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -188968.671875 Penalty: 2281.885498
	Iteration 3F: 3 clusters Score -188968.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -189039.187500 Penalty: 2281.885498
	Iteration 4Q: 3 clusters Score -189039.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -189088.843750 Penalty: 2281.885498
	Iteration 5Q: 3 clusters Score -189088.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -189133.953125 Penalty: 2281.885498
	Iteration 6Q: 3 clusters Score -189134 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -189170.234375 Penalty: 2281.885498
	Iteration 7Q: 3 clusters Score -189170.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -189202.312500 Penalty: 2281.885498
	Iteration 8Q: 3 clusters Score -189202.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -189223.781250 Penalty: 2281.885498
	Iteration 9Q: 3 clusters Score -189223.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -189239.187500 Penalty: 2281.885498
	Iteration 10Q: 3 clusters Score -189239.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -189256.921875 Penalty: 2281.885498
	Iteration 11Q: 3 clusters Score -189256.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -189266.640625 Penalty: 2281.885498
	Iteration 12Q: 3 clusters Score -189266.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -189273.750000 Penalty: 2281.885498
	Iteration 13Q: 3 clusters Score -189273.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -189289.218750 Penalty: 2281.885498
	Iteration 14Q: 3 clusters Score -189289.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -189310.156250 Penalty: 2281.885498
	Iteration 15Q: 3 clusters Score -189310.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -189335.328125 Penalty: 2281.885498
	Iteration 16Q: 3 clusters Score -189335.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -189363.484375 Penalty: 2281.885498
	Iteration 17Q: 3 clusters Score -189363.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -189386.250000 Penalty: 2281.885498
	Iteration 18Q: 3 clusters Score -189386.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -189410.406250 Penalty: 2281.885498
	Iteration 19Q: 3 clusters Score -189410.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -189433.109375 Penalty: 2281.885498
	Iteration 20F: 3 clusters Score -189433.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -189450.343750 Penalty: 2281.885498
	Iteration 21Q: 3 clusters Score -189450.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -189458.015625 Penalty: 2281.885498
	Iteration 22Q: 3 clusters Score -189458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -189462.468750 Penalty: 2281.885498
	Iteration 23Q: 3 clusters Score -189462.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -189465.421875 Penalty: 2281.885498
	Iteration 24Q: 3 clusters Score -189465.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -189468.203125 Penalty: 2281.885498
	Iteration 25Q: 3 clusters Score -189468.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -189470.109375 Penalty: 2281.885498
	Iteration 26Q: 3 clusters Score -189470.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -189470.781250 Penalty: 2281.885498
	Iteration 27Q: 3 clusters Score -189470.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -189471.171875 Penalty: 2281.885498
	Iteration 28Q: 3 clusters Score -189471.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -189471.171875 Penalty: 2281.885498
	Iteration 29F: 3 clusters Score -189471.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (36542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36542 members 
Entering Unmasked Estep 
Score: -3795031.750000 Penalty: 1563.325317
	Iteration 0F: 2 clusters Score -3795032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -3771276.750000 Penalty: 3126.650635
	Iteration 0F: 3 clusters Score -3771277 nChanged 16708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -3780776.000000 Penalty: 3126.650635
	Iteration 1F: 3 clusters Score -3780776 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -3781495.750000 Penalty: 3126.650635
	Iteration 2F: 3 clusters Score -3781496 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -3782324.750000 Penalty: 3126.650635
	Iteration 3Q: 3 clusters Score -3782325 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -3783238.500000 Penalty: 3126.650635
	Iteration 4Q: 3 clusters Score -3783238 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22025 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -3784207.000000 Penalty: 3126.650635
	Iteration 5Q: 3 clusters Score -3784207 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -3785317.500000 Penalty: 3126.650635
	Iteration 6Q: 3 clusters Score -3785318 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -3786468.250000 Penalty: 3126.650635
	Iteration 7Q: 3 clusters Score -3786468 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -3787636.000000 Penalty: 3126.650635
	Iteration 8Q: 3 clusters Score -3787636 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -3788808.000000 Penalty: 3126.650635
	Iteration 9Q: 3 clusters Score -3788808 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28918 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -3789850.500000 Penalty: 3126.650635
	Iteration 10Q: 3 clusters Score -3789850 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30212 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -3790791.250000 Penalty: 3126.650635
	Iteration 11Q: 3 clusters Score -3790791 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31344 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -3791575.250000 Penalty: 3126.650635
	Iteration 12Q: 3 clusters Score -3791575 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32264 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -3792178.750000 Penalty: 3126.650635
	Iteration 13Q: 3 clusters Score -3792179 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32991 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -3792664.000000 Penalty: 3126.650635
	Iteration 14Q: 3 clusters Score -3792664 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33546 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -3793046.750000 Penalty: 3126.650635
	Iteration 15Q: 3 clusters Score -3793047 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33953 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -3793352.500000 Penalty: 3126.650635
	Iteration 16Q: 3 clusters Score -3793352 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34259 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -3793584.500000 Penalty: 3126.650635
	Iteration 17Q: 3 clusters Score -3793584 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34470 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -3793772.500000 Penalty: 3126.650635
	Iteration 18Q: 3 clusters Score -3793772 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34664 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -3793941.000000 Penalty: 3126.650635
	Iteration 19Q: 3 clusters Score -3793941 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34795 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -3794037.500000 Penalty: 3126.650635
	Iteration 20F: 3 clusters Score -3794038 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34888 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -3794122.750000 Penalty: 3126.650635
	Iteration 21Q: 3 clusters Score -3794123 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34961 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -3794190.250000 Penalty: 3126.650635
	Iteration 22Q: 3 clusters Score -3794190 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35014 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -3794245.000000 Penalty: 3126.650635
	Iteration 23Q: 3 clusters Score -3794245 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35048 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -3794284.000000 Penalty: 3126.650635
	Iteration 24Q: 3 clusters Score -3794284 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35078 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -3794334.750000 Penalty: 3126.650635
	Iteration 25Q: 3 clusters Score -3794335 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35097 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3794360.250000 Penalty: 3126.650635
	Iteration 26Q: 3 clusters Score -3794360 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35098 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -3794371.000000 Penalty: 3126.650635
	Iteration 27Q: 3 clusters Score -3794371 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35115 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -3794406.250000 Penalty: 3126.650635
	Iteration 28Q: 3 clusters Score -3794406 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35129 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -3794426.250000 Penalty: 3126.650635
	Iteration 29Q: 3 clusters Score -3794426 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35153 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -3794444.000000 Penalty: 3126.650635
	Iteration 30Q: 3 clusters Score -3794444 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35160 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -3794456.000000 Penalty: 3126.650635
	Iteration 31Q: 3 clusters Score -3794456 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35170 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -3794464.000000 Penalty: 3126.650635
	Iteration 32Q: 3 clusters Score -3794464 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35172 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -3794468.500000 Penalty: 3126.650635
	Iteration 33Q: 3 clusters Score -3794468 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35178 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -3794477.250000 Penalty: 3126.650635
	Iteration 34Q: 3 clusters Score -3794477 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35181 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -3794483.500000 Penalty: 3126.650635
	Iteration 35Q: 3 clusters Score -3794484 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35187 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3794497.000000 Penalty: 3126.650635
	Iteration 36Q: 3 clusters Score -3794497 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35195 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -3794503.750000 Penalty: 3126.650635
	Iteration 37Q: 3 clusters Score -3794504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35194 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -3794508.000000 Penalty: 3126.650635
	Iteration 38Q: 3 clusters Score -3794508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35200 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -3794514.000000 Penalty: 3126.650635
	Iteration 39Q: 3 clusters Score -3794514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35197 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -3794518.000000 Penalty: 3126.650635
	Iteration 40F: 3 clusters Score -3794518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35192 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -3794515.250000 Penalty: 3126.650635
	Iteration 41Q: 3 clusters Score -3794515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35192 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -3794520.250000 Penalty: 3126.650635
	Iteration 42Q: 3 clusters Score -3794520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35193 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -3794521.000000 Penalty: 3126.650635
	Iteration 43Q: 3 clusters Score -3794521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35193 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -3794521.750000 Penalty: 3126.650635
	Iteration 44Q: 3 clusters Score -3794522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35194 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -3794519.750000 Penalty: 3126.650635
	Iteration 45Q: 3 clusters Score -3794520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35194 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -3794522.000000 Penalty: 3126.650635
	Iteration 46Q: 3 clusters Score -3794522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35196 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -3794522.000000 Penalty: 3126.650635
	Iteration 47Q: 3 clusters Score -3794522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35197 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -3794519.250000 Penalty: 3126.650635
	Iteration 48Q: 3 clusters Score -3794519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35195 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -3794524.250000 Penalty: 3126.650635
	Iteration 49Q: 3 clusters Score -3794524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35195 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -3794521.750000 Penalty: 3126.650635
	Iteration 50Q: 3 clusters Score -3794522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35191 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -3794528.250000 Penalty: 3126.650635
	Iteration 51Q: 3 clusters Score -3794528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35189 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3794524.750000 Penalty: 3126.650635
	Iteration 52Q: 3 clusters Score -3794525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35188 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -3794525.000000 Penalty: 3126.650635
	Iteration 53Q: 3 clusters Score -3794525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35188 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -3794527.500000 Penalty: 3126.650635
	Iteration 54Q: 3 clusters Score -3794528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35187 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3794528.250000 Penalty: 3126.650635
	Iteration 55Q: 3 clusters Score -3794528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35186 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -3794530.500000 Penalty: 3126.650635
	Iteration 56Q: 3 clusters Score -3794530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35183 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -3794534.000000 Penalty: 3126.650635
	Iteration 57Q: 3 clusters Score -3794534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35181 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -3794530.750000 Penalty: 3126.650635
	Iteration 58Q: 3 clusters Score -3794531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35179 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3794536.000000 Penalty: 3126.650635
	Iteration 59Q: 3 clusters Score -3794536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35180 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -3794529.750000 Penalty: 3126.650635
	Iteration 60F: 3 clusters Score -3794530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35181 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -3794531.500000 Penalty: 3126.650635
	Iteration 61Q: 3 clusters Score -3794532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35182 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -3794534.000000 Penalty: 3126.650635
	Iteration 62Q: 3 clusters Score -3794534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35184 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -3794532.250000 Penalty: 3126.650635
	Iteration 63Q: 3 clusters Score -3794532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35185 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -3794536.000000 Penalty: 3126.650635
	Iteration 64Q: 3 clusters Score -3794536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35185 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -3794533.500000 Penalty: 3126.650635
	Iteration 65Q: 3 clusters Score -3794534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35188 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -3794534.750000 Penalty: 3126.650635
	Iteration 66Q: 3 clusters Score -3794535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35187 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3794538.000000 Penalty: 3126.650635
	Iteration 67Q: 3 clusters Score -3794538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35188 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -3794539.250000 Penalty: 3126.650635
	Iteration 68Q: 3 clusters Score -3794539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35189 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3794537.250000 Penalty: 3126.650635
	Iteration 69Q: 3 clusters Score -3794537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35188 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -3794534.000000 Penalty: 3126.650635
	Iteration 70Q: 3 clusters Score -3794534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35184 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -3794537.750000 Penalty: 3126.650635
	Iteration 71Q: 3 clusters Score -3794538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35180 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -3794540.000000 Penalty: 3126.650635
	Iteration 72Q: 3 clusters Score -3794540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35177 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -3794542.500000 Penalty: 3126.650635
	Iteration 73Q: 3 clusters Score -3794542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35175 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -3794538.000000 Penalty: 3126.650635
	Iteration 74Q: 3 clusters Score -3794538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35175 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -3794538.000000 Penalty: 3126.650635
	Iteration 75F: 3 clusters Score -3794538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Entering Unmasked Estep 
Score: -670659.250000 Penalty: 1304.137695
	Iteration 0F: 2 clusters Score -670659.2 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 3197 members 
Entering Unmasked Estep 
Score: -666199.750000 Penalty: 2608.275391
	Iteration 0F: 3 clusters Score -666199.8 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -667595.437500 Penalty: 2608.275391
	Iteration 1F: 3 clusters Score -667595.4 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -667820.875000 Penalty: 2608.275391
	Iteration 2F: 3 clusters Score -667820.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -667950.375000 Penalty: 2608.275391
	Iteration 3Q: 3 clusters Score -667950.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -668040.687500 Penalty: 2608.275391
	Iteration 4Q: 3 clusters Score -668040.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -668106.500000 Penalty: 2608.275391
	Iteration 5Q: 3 clusters Score -668106.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -668153.750000 Penalty: 2608.275391
	Iteration 6Q: 3 clusters Score -668153.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -668192.812500 Penalty: 2608.275391
	Iteration 7Q: 3 clusters Score -668192.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -668237.000000 Penalty: 2608.275391
	Iteration 8Q: 3 clusters Score -668237 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -668282.187500 Penalty: 2608.275391
	Iteration 9Q: 3 clusters Score -668282.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -668323.562500 Penalty: 2608.275391
	Iteration 10Q: 3 clusters Score -668323.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -668368.625000 Penalty: 2608.275391
	Iteration 11Q: 3 clusters Score -668368.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -668420.125000 Penalty: 2608.275391
	Iteration 12Q: 3 clusters Score -668420.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -668466.062500 Penalty: 2608.275391
	Iteration 13Q: 3 clusters Score -668466.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -668525.562500 Penalty: 2608.275391
	Iteration 14Q: 3 clusters Score -668525.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -668580.500000 Penalty: 2608.275391
	Iteration 15Q: 3 clusters Score -668580.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -668628.000000 Penalty: 2608.275391
	Iteration 16Q: 3 clusters Score -668628 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -668666.625000 Penalty: 2608.275391
	Iteration 17Q: 3 clusters Score -668666.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -668707.875000 Penalty: 2608.275391
	Iteration 18Q: 3 clusters Score -668707.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -668756.437500 Penalty: 2608.275391
	Iteration 19Q: 3 clusters Score -668756.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -668812.062500 Penalty: 2608.275391
	Iteration 20F: 3 clusters Score -668812.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -668867.687500 Penalty: 2608.275391
	Iteration 21Q: 3 clusters Score -668867.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -668914.625000 Penalty: 2608.275391
	Iteration 22Q: 3 clusters Score -668914.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -668963.125000 Penalty: 2608.275391
	Iteration 23Q: 3 clusters Score -668963.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -669002.062500 Penalty: 2608.275391
	Iteration 24Q: 3 clusters Score -669002.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -669030.375000 Penalty: 2608.275391
	Iteration 25Q: 3 clusters Score -669030.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -669052.937500 Penalty: 2608.275391
	Iteration 26Q: 3 clusters Score -669052.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -669077.875000 Penalty: 2608.275391
	Iteration 27Q: 3 clusters Score -669077.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -669102.562500 Penalty: 2608.275391
	Iteration 28Q: 3 clusters Score -669102.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -669124.562500 Penalty: 2608.275391
	Iteration 29Q: 3 clusters Score -669124.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -669140.812500 Penalty: 2608.275391
	Iteration 30Q: 3 clusters Score -669140.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -669156.312500 Penalty: 2608.275391
	Iteration 31Q: 3 clusters Score -669156.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -669168.375000 Penalty: 2608.275391
	Iteration 32Q: 3 clusters Score -669168.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -669184.062500 Penalty: 2608.275391
	Iteration 33Q: 3 clusters Score -669184.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -669192.250000 Penalty: 2608.275391
	Iteration 34Q: 3 clusters Score -669192.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -669204.250000 Penalty: 2608.275391
	Iteration 35Q: 3 clusters Score -669204.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -669210.250000 Penalty: 2608.275391
	Iteration 36Q: 3 clusters Score -669210.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -669218.312500 Penalty: 2608.275391
	Iteration 37Q: 3 clusters Score -669218.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -669227.500000 Penalty: 2608.275391
	Iteration 38Q: 3 clusters Score -669227.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -669232.250000 Penalty: 2608.275391
	Iteration 39Q: 3 clusters Score -669232.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -669234.812500 Penalty: 2608.275391
	Iteration 40F: 3 clusters Score -669234.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -669237.937500 Penalty: 2608.275391
	Iteration 41Q: 3 clusters Score -669237.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -669238.750000 Penalty: 2608.275391
	Iteration 42Q: 3 clusters Score -669238.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -669241.375000 Penalty: 2608.275391
	Iteration 43Q: 3 clusters Score -669241.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -669245.750000 Penalty: 2608.275391
	Iteration 44Q: 3 clusters Score -669245.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -669248.125000 Penalty: 2608.275391
	Iteration 45Q: 3 clusters Score -669248.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -669252.187500 Penalty: 2608.275391
	Iteration 46Q: 3 clusters Score -669252.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -669254.875000 Penalty: 2608.275391
	Iteration 47Q: 3 clusters Score -669254.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -669257.562500 Penalty: 2608.275391
	Iteration 48Q: 3 clusters Score -669257.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -669262.500000 Penalty: 2608.275391
	Iteration 49Q: 3 clusters Score -669262.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -669264.312500 Penalty: 2608.275391
	Iteration 50Q: 3 clusters Score -669264.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -669266.312500 Penalty: 2608.275391
	Iteration 51Q: 3 clusters Score -669266.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -669270.250000 Penalty: 2608.275391
	Iteration 52Q: 3 clusters Score -669270.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -669273.062500 Penalty: 2608.275391
	Iteration 53Q: 3 clusters Score -669273.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -669277.687500 Penalty: 2608.275391
	Iteration 54Q: 3 clusters Score -669277.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -669277.625000 Penalty: 2608.275391
	Iteration 55Q: 3 clusters Score -669277.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -669280.812500 Penalty: 2608.275391
	Iteration 56Q: 3 clusters Score -669280.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -669283.500000 Penalty: 2608.275391
	Iteration 57Q: 3 clusters Score -669283.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -669286.500000 Penalty: 2608.275391
	Iteration 58Q: 3 clusters Score -669286.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -669287.375000 Penalty: 2608.275391
	Iteration 59Q: 3 clusters Score -669287.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -669289.937500 Penalty: 2608.275391
	Iteration 60F: 3 clusters Score -669289.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -669291.062500 Penalty: 2608.275391
	Iteration 61Q: 3 clusters Score -669291.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -669291.875000 Penalty: 2608.275391
	Iteration 62Q: 3 clusters Score -669291.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -669292.875000 Penalty: 2608.275391
	Iteration 63Q: 3 clusters Score -669292.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -669291.875000 Penalty: 2608.275391
	Iteration 64Q: 3 clusters Score -669291.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -669291.125000 Penalty: 2608.275391
	Iteration 65Q: 3 clusters Score -669291.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -669292.750000 Penalty: 2608.275391
	Iteration 66Q: 3 clusters Score -669292.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -669294.187500 Penalty: 2608.275391
	Iteration 67Q: 3 clusters Score -669294.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -669294.312500 Penalty: 2608.275391
	Iteration 68Q: 3 clusters Score -669294.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -669294.375000 Penalty: 2608.275391
	Iteration 69Q: 3 clusters Score -669294.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -669294.250000 Penalty: 2608.275391
	Iteration 70Q: 3 clusters Score -669294.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -669297.187500 Penalty: 2608.275391
	Iteration 71Q: 3 clusters Score -669297.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -669296.937500 Penalty: 2608.275391
	Iteration 72Q: 3 clusters Score -669296.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -669297.625000 Penalty: 2608.275391
	Iteration 73Q: 3 clusters Score -669297.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -669296.812500 Penalty: 2608.275391
	Iteration 74Q: 3 clusters Score -669296.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -669296.937500 Penalty: 2608.275391
	Iteration 75Q: 3 clusters Score -669296.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -669298.062500 Penalty: 2608.275391
	Iteration 76Q: 3 clusters Score -669298.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -669298.062500 Penalty: 2608.275391
	Iteration 77F: 3 clusters Score -669298.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (14797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Entering Unmasked Estep 
Score: -1536971.375000 Penalty: 1428.804321
	Iteration 0F: 2 clusters Score -1536971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1527218.000000 Penalty: 2857.608643
	Iteration 0F: 3 clusters Score -1527218 nChanged 6353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1530653.250000 Penalty: 2857.608643
	Iteration 1F: 3 clusters Score -1530653 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1531088.500000 Penalty: 2857.608643
	Iteration 2F: 3 clusters Score -1531088 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1531476.625000 Penalty: 2857.608643
	Iteration 3F: 3 clusters Score -1531477 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1531849.250000 Penalty: 2857.608643
	Iteration 4Q: 3 clusters Score -1531849 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1532307.250000 Penalty: 2857.608643
	Iteration 5Q: 3 clusters Score -1532307 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1532849.625000 Penalty: 2857.608643
	Iteration 6Q: 3 clusters Score -1532850 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1533475.375000 Penalty: 2857.608643
	Iteration 7F: 3 clusters Score -1533475 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1534128.000000 Penalty: 2857.608643
	Iteration 8F: 3 clusters Score -1534128 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1534698.125000 Penalty: 2857.608643
	Iteration 9Q: 3 clusters Score -1534698 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1535180.375000 Penalty: 2857.608643
	Iteration 10Q: 3 clusters Score -1535180 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1535519.875000 Penalty: 2857.608643
	Iteration 11Q: 3 clusters Score -1535520 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1535714.000000 Penalty: 2857.608643
	Iteration 12Q: 3 clusters Score -1535714 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1535838.750000 Penalty: 2857.608643
	Iteration 13Q: 3 clusters Score -1535839 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1535910.750000 Penalty: 2857.608643
	Iteration 14Q: 3 clusters Score -1535911 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1535972.750000 Penalty: 2857.608643
	Iteration 15Q: 3 clusters Score -1535973 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1536009.125000 Penalty: 2857.608643
	Iteration 16Q: 3 clusters Score -1536009 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1536049.750000 Penalty: 2857.608643
	Iteration 17Q: 3 clusters Score -1536050 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1536074.000000 Penalty: 2857.608643
	Iteration 18Q: 3 clusters Score -1536074 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1536089.250000 Penalty: 2857.608643
	Iteration 19Q: 3 clusters Score -1536089 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1536106.625000 Penalty: 2857.608643
	Iteration 20F: 3 clusters Score -1536107 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1536115.625000 Penalty: 2857.608643
	Iteration 21Q: 3 clusters Score -1536116 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1536128.500000 Penalty: 2857.608643
	Iteration 22Q: 3 clusters Score -1536128 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1536134.750000 Penalty: 2857.608643
	Iteration 23Q: 3 clusters Score -1536135 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1536140.750000 Penalty: 2857.608643
	Iteration 24Q: 3 clusters Score -1536141 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1536143.875000 Penalty: 2857.608643
	Iteration 25Q: 3 clusters Score -1536144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1536147.750000 Penalty: 2857.608643
	Iteration 26Q: 3 clusters Score -1536148 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1536150.500000 Penalty: 2857.608643
	Iteration 27Q: 3 clusters Score -1536150 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1536151.125000 Penalty: 2857.608643
	Iteration 28Q: 3 clusters Score -1536151 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1536155.250000 Penalty: 2857.608643
	Iteration 29Q: 3 clusters Score -1536155 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1536160.000000 Penalty: 2857.608643
	Iteration 30Q: 3 clusters Score -1536160 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1536163.875000 Penalty: 2857.608643
	Iteration 31Q: 3 clusters Score -1536164 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1536172.000000 Penalty: 2857.608643
	Iteration 32Q: 3 clusters Score -1536172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1536173.000000 Penalty: 2857.608643
	Iteration 33Q: 3 clusters Score -1536173 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1536176.875000 Penalty: 2857.608643
	Iteration 34Q: 3 clusters Score -1536177 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1536179.000000 Penalty: 2857.608643
	Iteration 35Q: 3 clusters Score -1536179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1536178.250000 Penalty: 2857.608643
	Iteration 36Q: 3 clusters Score -1536178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1536179.625000 Penalty: 2857.608643
	Iteration 37Q: 3 clusters Score -1536180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1536181.375000 Penalty: 2857.608643
	Iteration 38Q: 3 clusters Score -1536181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1536181.875000 Penalty: 2857.608643
	Iteration 39Q: 3 clusters Score -1536182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1536181.750000 Penalty: 2857.608643
	Iteration 40F: 3 clusters Score -1536182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1536181.750000 Penalty: 2857.608643
	Iteration 41Q: 3 clusters Score -1536182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1536184.750000 Penalty: 2857.608643
	Iteration 42Q: 3 clusters Score -1536185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1536187.375000 Penalty: 2857.608643
	Iteration 43Q: 3 clusters Score -1536187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1536185.750000 Penalty: 2857.608643
	Iteration 44Q: 3 clusters Score -1536186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1536187.250000 Penalty: 2857.608643
	Iteration 45Q: 3 clusters Score -1536187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1536188.375000 Penalty: 2857.608643
	Iteration 46Q: 3 clusters Score -1536188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1536189.250000 Penalty: 2857.608643
	Iteration 47Q: 3 clusters Score -1536189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1536187.750000 Penalty: 2857.608643
	Iteration 48Q: 3 clusters Score -1536188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1536187.750000 Penalty: 2857.608643
	Iteration 49F: 3 clusters Score -1536188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (19862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Entering Unmasked Estep 
Score: -1970798.500000 Penalty: 1472.608643
	Iteration 0F: 2 clusters Score -1970798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1957749.750000 Penalty: 2945.217285
	Iteration 0F: 3 clusters Score -1957750 nChanged 8732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1962600.250000 Penalty: 2945.217285
	Iteration 1F: 3 clusters Score -1962600 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1963034.125000 Penalty: 2945.217285
	Iteration 2F: 3 clusters Score -1963034 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1963416.000000 Penalty: 2945.217285
	Iteration 3F: 3 clusters Score -1963416 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1963758.375000 Penalty: 2945.217285
	Iteration 4Q: 3 clusters Score -1963758 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1964172.875000 Penalty: 2945.217285
	Iteration 5Q: 3 clusters Score -1964173 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1964639.000000 Penalty: 2945.217285
	Iteration 6Q: 3 clusters Score -1964639 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1965149.375000 Penalty: 2945.217285
	Iteration 7Q: 3 clusters Score -1965149 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1965637.500000 Penalty: 2945.217285
	Iteration 8Q: 3 clusters Score -1965638 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1966181.625000 Penalty: 2945.217285
	Iteration 9Q: 3 clusters Score -1966182 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1966845.625000 Penalty: 2945.217285
	Iteration 10Q: 3 clusters Score -1966846 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1967426.250000 Penalty: 2945.217285
	Iteration 11Q: 3 clusters Score -1967426 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1967858.250000 Penalty: 2945.217285
	Iteration 12Q: 3 clusters Score -1967858 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1968162.500000 Penalty: 2945.217285
	Iteration 13Q: 3 clusters Score -1968162 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -1968393.000000 Penalty: 2945.217285
	Iteration 14Q: 3 clusters Score -1968393 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -1968579.250000 Penalty: 2945.217285
	Iteration 15Q: 3 clusters Score -1968579 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -1968737.625000 Penalty: 2945.217285
	Iteration 16Q: 3 clusters Score -1968738 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -1968893.750000 Penalty: 2945.217285
	Iteration 17Q: 3 clusters Score -1968894 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -1969028.625000 Penalty: 2945.217285
	Iteration 18Q: 3 clusters Score -1969029 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -1969174.750000 Penalty: 2945.217285
	Iteration 19Q: 3 clusters Score -1969175 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -1969292.000000 Penalty: 2945.217285
	Iteration 20F: 3 clusters Score -1969292 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -1969395.750000 Penalty: 2945.217285
	Iteration 21Q: 3 clusters Score -1969396 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -1969501.625000 Penalty: 2945.217285
	Iteration 22Q: 3 clusters Score -1969502 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -1969605.375000 Penalty: 2945.217285
	Iteration 23Q: 3 clusters Score -1969605 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -1969692.875000 Penalty: 2945.217285
	Iteration 24Q: 3 clusters Score -1969693 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -1969776.750000 Penalty: 2945.217285
	Iteration 25Q: 3 clusters Score -1969777 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -1969853.375000 Penalty: 2945.217285
	Iteration 26Q: 3 clusters Score -1969853 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -1969910.375000 Penalty: 2945.217285
	Iteration 27Q: 3 clusters Score -1969910 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -1969966.500000 Penalty: 2945.217285
	Iteration 28Q: 3 clusters Score -1969966 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -1970001.250000 Penalty: 2945.217285
	Iteration 29Q: 3 clusters Score -1970001 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -1970048.000000 Penalty: 2945.217285
	Iteration 30Q: 3 clusters Score -1970048 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -1970089.125000 Penalty: 2945.217285
	Iteration 31Q: 3 clusters Score -1970089 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -1970119.375000 Penalty: 2945.217285
	Iteration 32Q: 3 clusters Score -1970119 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -1970150.125000 Penalty: 2945.217285
	Iteration 33Q: 3 clusters Score -1970150 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -1970176.125000 Penalty: 2945.217285
	Iteration 34Q: 3 clusters Score -1970176 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -1970185.000000 Penalty: 2945.217285
	Iteration 35Q: 3 clusters Score -1970185 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -1970206.625000 Penalty: 2945.217285
	Iteration 36Q: 3 clusters Score -1970207 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -1970219.000000 Penalty: 2945.217285
	Iteration 37Q: 3 clusters Score -1970219 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -1970231.750000 Penalty: 2945.217285
	Iteration 38Q: 3 clusters Score -1970232 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -1970240.625000 Penalty: 2945.217285
	Iteration 39Q: 3 clusters Score -1970241 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -1970251.750000 Penalty: 2945.217285
	Iteration 40F: 3 clusters Score -1970252 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -1970250.125000 Penalty: 2945.217285
	Iteration 41Q: 3 clusters Score -1970250 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -1970259.875000 Penalty: 2945.217285
	Iteration 42Q: 3 clusters Score -1970260 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -1970262.000000 Penalty: 2945.217285
	Iteration 43Q: 3 clusters Score -1970262 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -1970266.375000 Penalty: 2945.217285
	Iteration 44Q: 3 clusters Score -1970266 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -1970272.250000 Penalty: 2945.217285
	Iteration 45Q: 3 clusters Score -1970272 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -1970275.500000 Penalty: 2945.217285
	Iteration 46Q: 3 clusters Score -1970276 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -1970278.500000 Penalty: 2945.217285
	Iteration 47Q: 3 clusters Score -1970278 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -1970278.250000 Penalty: 2945.217285
	Iteration 48Q: 3 clusters Score -1970278 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -1970281.250000 Penalty: 2945.217285
	Iteration 49Q: 3 clusters Score -1970281 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -1970287.500000 Penalty: 2945.217285
	Iteration 50Q: 3 clusters Score -1970288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -1970286.375000 Penalty: 2945.217285
	Iteration 51Q: 3 clusters Score -1970286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -1970289.875000 Penalty: 2945.217285
	Iteration 52Q: 3 clusters Score -1970290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -1970289.250000 Penalty: 2945.217285
	Iteration 53Q: 3 clusters Score -1970289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -1970288.375000 Penalty: 2945.217285
	Iteration 54Q: 3 clusters Score -1970288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -1970293.500000 Penalty: 2945.217285
	Iteration 55Q: 3 clusters Score -1970294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -1970290.250000 Penalty: 2945.217285
	Iteration 56Q: 3 clusters Score -1970290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -1970287.125000 Penalty: 2945.217285
	Iteration 57Q: 3 clusters Score -1970287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -1970292.000000 Penalty: 2945.217285
	Iteration 58Q: 3 clusters Score -1970292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -1970288.750000 Penalty: 2945.217285
	Iteration 59Q: 3 clusters Score -1970289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -1970292.375000 Penalty: 2945.217285
	Iteration 60F: 3 clusters Score -1970292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -1970291.125000 Penalty: 2945.217285
	Iteration 61Q: 3 clusters Score -1970291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -1970291.625000 Penalty: 2945.217285
	Iteration 62Q: 3 clusters Score -1970292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -1970293.250000 Penalty: 2945.217285
	Iteration 63Q: 3 clusters Score -1970293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -1970293.250000 Penalty: 2945.217285
	Iteration 64F: 3 clusters Score -1970293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (37496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37496 members 
Entering Unmasked Estep 
Score: -3874536.750000 Penalty: 1567.160034
	Iteration 0F: 2 clusters Score -3874537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -3850147.000000 Penalty: 3134.320068
	Iteration 0F: 3 clusters Score -3850147 nChanged 17130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -3859420.500000 Penalty: 3134.320068
	Iteration 1F: 3 clusters Score -3859420 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -3860044.250000 Penalty: 3134.320068
	Iteration 2Q: 3 clusters Score -3860044 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -3860626.750000 Penalty: 3134.320068
	Iteration 3Q: 3 clusters Score -3860627 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -3861185.250000 Penalty: 3134.320068
	Iteration 4Q: 3 clusters Score -3861185 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -3861735.750000 Penalty: 3134.320068
	Iteration 5Q: 3 clusters Score -3861736 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -3862412.250000 Penalty: 3134.320068
	Iteration 6Q: 3 clusters Score -3862412 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -3863136.000000 Penalty: 3134.320068
	Iteration 7Q: 3 clusters Score -3863136 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -3863892.000000 Penalty: 3134.320068
	Iteration 8Q: 3 clusters Score -3863892 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -3864696.500000 Penalty: 3134.320068
	Iteration 9Q: 3 clusters Score -3864696 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -3865486.250000 Penalty: 3134.320068
	Iteration 10Q: 3 clusters Score -3865486 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -3866137.500000 Penalty: 3134.320068
	Iteration 11Q: 3 clusters Score -3866138 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -3866711.250000 Penalty: 3134.320068
	Iteration 12Q: 3 clusters Score -3866711 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -3867230.250000 Penalty: 3134.320068
	Iteration 13Q: 3 clusters Score -3867230 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 21537 members 
Entering Unmasked Estep 
Score: -3867682.000000 Penalty: 3134.320068
	Iteration 14Q: 3 clusters Score -3867682 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -3868020.500000 Penalty: 3134.320068
	Iteration 15Q: 3 clusters Score -3868020 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
Score: -3868305.750000 Penalty: 3134.320068
	Iteration 16Q: 3 clusters Score -3868306 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 22303 members 
Entering Unmasked Estep 
Score: -3868522.000000 Penalty: 3134.320068
	Iteration 17Q: 3 clusters Score -3868522 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -3868686.250000 Penalty: 3134.320068
	Iteration 18Q: 3 clusters Score -3868686 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -3868826.000000 Penalty: 3134.320068
	Iteration 19Q: 3 clusters Score -3868826 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -3868960.000000 Penalty: 3134.320068
	Iteration 20F: 3 clusters Score -3868960 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 23720 members 
Entering Unmasked Estep 
Score: -3869049.250000 Penalty: 3134.320068
	Iteration 21Q: 3 clusters Score -3869049 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -3869166.000000 Penalty: 3134.320068
	Iteration 22Q: 3 clusters Score -3869166 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 24478 members 
Entering Unmasked Estep 
Score: -3869253.250000 Penalty: 3134.320068
	Iteration 23Q: 3 clusters Score -3869253 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 24853 members 
Entering Unmasked Estep 
Score: -3869337.250000 Penalty: 3134.320068
	Iteration 24Q: 3 clusters Score -3869337 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 25218 members 
Entering Unmasked Estep 
Score: -3869447.250000 Penalty: 3134.320068
	Iteration 25Q: 3 clusters Score -3869447 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 25599 members 
Entering Unmasked Estep 
Score: -3869538.500000 Penalty: 3134.320068
	Iteration 26Q: 3 clusters Score -3869538 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 25955 members 
Entering Unmasked Estep 
Score: -3869636.250000 Penalty: 3134.320068
	Iteration 27Q: 3 clusters Score -3869636 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -3869729.500000 Penalty: 3134.320068
	Iteration 28Q: 3 clusters Score -3869730 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 26658 members 
Entering Unmasked Estep 
Score: -3869824.750000 Penalty: 3134.320068
	Iteration 29Q: 3 clusters Score -3869825 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 27028 members 
Entering Unmasked Estep 
Score: -3869929.500000 Penalty: 3134.320068
	Iteration 30Q: 3 clusters Score -3869930 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -3870047.750000 Penalty: 3134.320068
	Iteration 31Q: 3 clusters Score -3870048 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 27726 members 
Entering Unmasked Estep 
Score: -3870140.500000 Penalty: 3134.320068
	Iteration 32Q: 3 clusters Score -3870140 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 28094 members 
Entering Unmasked Estep 
Score: -3870252.750000 Penalty: 3134.320068
	Iteration 33Q: 3 clusters Score -3870253 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 28482 members 
Entering Unmasked Estep 
Score: -3870375.000000 Penalty: 3134.320068
	Iteration 34Q: 3 clusters Score -3870375 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 28851 members 
Entering Unmasked Estep 
Score: -3870513.250000 Penalty: 3134.320068
	Iteration 35Q: 3 clusters Score -3870513 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 29238 members 
Entering Unmasked Estep 
Score: -3870644.250000 Penalty: 3134.320068
	Iteration 36Q: 3 clusters Score -3870644 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 29640 members 
Entering Unmasked Estep 
Score: -3870778.500000 Penalty: 3134.320068
	Iteration 37Q: 3 clusters Score -3870778 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 30049 members 
Entering Unmasked Estep 
Score: -3870954.000000 Penalty: 3134.320068
	Iteration 38Q: 3 clusters Score -3870954 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 30458 members 
Entering Unmasked Estep 
Score: -3871128.500000 Penalty: 3134.320068
	Iteration 39Q: 3 clusters Score -3871128 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 30858 members 
Entering Unmasked Estep 
Score: -3871292.750000 Penalty: 3134.320068
	Iteration 40F: 3 clusters Score -3871293 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 31255 members 
Entering Unmasked Estep 
Score: -3871446.500000 Penalty: 3134.320068
	Iteration 41Q: 3 clusters Score -3871446 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 31610 members 
Entering Unmasked Estep 
Score: -3871586.500000 Penalty: 3134.320068
	Iteration 42Q: 3 clusters Score -3871586 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 31952 members 
Entering Unmasked Estep 
Score: -3871736.750000 Penalty: 3134.320068
	Iteration 43Q: 3 clusters Score -3871737 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 32262 members 
Entering Unmasked Estep 
Score: -3871841.000000 Penalty: 3134.320068
	Iteration 44Q: 3 clusters Score -3871841 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 32551 members 
Entering Unmasked Estep 
Score: -3871943.750000 Penalty: 3134.320068
	Iteration 45Q: 3 clusters Score -3871944 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 32845 members 
Entering Unmasked Estep 
Score: -3872049.250000 Penalty: 3134.320068
	Iteration 46Q: 3 clusters Score -3872049 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 33119 members 
Entering Unmasked Estep 
Score: -3872148.250000 Penalty: 3134.320068
	Iteration 47Q: 3 clusters Score -3872148 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 33389 members 
Entering Unmasked Estep 
Score: -3872272.000000 Penalty: 3134.320068
	Iteration 48Q: 3 clusters Score -3872272 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 33633 members 
Entering Unmasked Estep 
Score: -3872361.000000 Penalty: 3134.320068
	Iteration 49Q: 3 clusters Score -3872361 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 33870 members 
Entering Unmasked Estep 
Score: -3872457.500000 Penalty: 3134.320068
	Iteration 50Q: 3 clusters Score -3872458 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 34080 members 
Entering Unmasked Estep 
Score: -3872523.000000 Penalty: 3134.320068
	Iteration 51Q: 3 clusters Score -3872523 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 34247 members 
Entering Unmasked Estep 
Score: -3872575.750000 Penalty: 3134.320068
	Iteration 52Q: 3 clusters Score -3872576 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 34387 members 
Entering Unmasked Estep 
Score: -3872626.000000 Penalty: 3134.320068
	Iteration 53Q: 3 clusters Score -3872626 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 34545 members 
Entering Unmasked Estep 
Score: -3872686.000000 Penalty: 3134.320068
	Iteration 54Q: 3 clusters Score -3872686 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 34687 members 
Entering Unmasked Estep 
Score: -3872742.000000 Penalty: 3134.320068
	Iteration 55Q: 3 clusters Score -3872742 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 34820 members 
Entering Unmasked Estep 
Score: -3872774.500000 Penalty: 3134.320068
	Iteration 56Q: 3 clusters Score -3872774 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 34939 members 
Entering Unmasked Estep 
Score: -3872833.250000 Penalty: 3134.320068
	Iteration 57Q: 3 clusters Score -3872833 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 35043 members 
Entering Unmasked Estep 
Score: -3872857.500000 Penalty: 3134.320068
	Iteration 58Q: 3 clusters Score -3872858 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 35125 members 
Entering Unmasked Estep 
Score: -3872878.250000 Penalty: 3134.320068
	Iteration 59Q: 3 clusters Score -3872878 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 35188 members 
Entering Unmasked Estep 
Score: -3872898.500000 Penalty: 3134.320068
	Iteration 60F: 3 clusters Score -3872898 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 35240 members 
Entering Unmasked Estep 
Score: -3872907.000000 Penalty: 3134.320068
	Iteration 61Q: 3 clusters Score -3872907 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 35278 members 
Entering Unmasked Estep 
Score: -3872914.250000 Penalty: 3134.320068
	Iteration 62Q: 3 clusters Score -3872914 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 35312 members 
Entering Unmasked Estep 
Score: -3872926.250000 Penalty: 3134.320068
	Iteration 63Q: 3 clusters Score -3872926 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 35340 members 
Entering Unmasked Estep 
Score: -3872931.750000 Penalty: 3134.320068
	Iteration 64Q: 3 clusters Score -3872932 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 35368 members 
Entering Unmasked Estep 
Score: -3872944.000000 Penalty: 3134.320068
	Iteration 65Q: 3 clusters Score -3872944 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 35399 members 
Entering Unmasked Estep 
Score: -3872952.500000 Penalty: 3134.320068
	Iteration 66Q: 3 clusters Score -3872952 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 35440 members 
Entering Unmasked Estep 
Score: -3872968.750000 Penalty: 3134.320068
	Iteration 67Q: 3 clusters Score -3872969 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 35481 members 
Entering Unmasked Estep 
Score: -3872971.500000 Penalty: 3134.320068
	Iteration 68Q: 3 clusters Score -3872972 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 35529 members 
Entering Unmasked Estep 
Score: -3872989.750000 Penalty: 3134.320068
	Iteration 69Q: 3 clusters Score -3872990 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 35575 members 
Entering Unmasked Estep 
Score: -3873009.500000 Penalty: 3134.320068
	Iteration 70Q: 3 clusters Score -3873010 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 35622 members 
Entering Unmasked Estep 
Score: -3873009.500000 Penalty: 3134.320068
	Iteration 71Q: 3 clusters Score -3873010 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 35672 members 
Entering Unmasked Estep 
Score: -3873028.000000 Penalty: 3134.320068
	Iteration 72Q: 3 clusters Score -3873028 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 35710 members 
Entering Unmasked Estep 
Score: -3873049.000000 Penalty: 3134.320068
	Iteration 73Q: 3 clusters Score -3873049 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 35750 members 
Entering Unmasked Estep 
Score: -3873063.750000 Penalty: 3134.320068
	Iteration 74Q: 3 clusters Score -3873064 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 35782 members 
Entering Unmasked Estep 
Score: -3873073.250000 Penalty: 3134.320068
	Iteration 75Q: 3 clusters Score -3873073 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 35811 members 
Entering Unmasked Estep 
Score: -3873087.500000 Penalty: 3134.320068
	Iteration 76Q: 3 clusters Score -3873088 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 35841 members 
Entering Unmasked Estep 
Score: -3873090.750000 Penalty: 3134.320068
	Iteration 77Q: 3 clusters Score -3873091 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 35869 members 
Entering Unmasked Estep 
Score: -3873101.500000 Penalty: 3134.320068
	Iteration 78Q: 3 clusters Score -3873102 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 35891 members 
Entering Unmasked Estep 
Score: -3873104.250000 Penalty: 3134.320068
	Iteration 79Q: 3 clusters Score -3873104 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 35916 members 
Entering Unmasked Estep 
Score: -3873111.000000 Penalty: 3134.320068
	Iteration 80F: 3 clusters Score -3873111 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 35938 members 
Entering Unmasked Estep 
Score: -3873124.750000 Penalty: 3134.320068
	Iteration 81Q: 3 clusters Score -3873125 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 35964 members 
Entering Unmasked Estep 
Score: -3873137.000000 Penalty: 3134.320068
	Iteration 82Q: 3 clusters Score -3873137 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 35996 members 
Entering Unmasked Estep 
Score: -3873150.250000 Penalty: 3134.320068
	Iteration 83Q: 3 clusters Score -3873150 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 36024 members 
Entering Unmasked Estep 
Score: -3873165.250000 Penalty: 3134.320068
	Iteration 84Q: 3 clusters Score -3873165 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 36054 members 
Entering Unmasked Estep 
Score: -3873162.000000 Penalty: 3134.320068
	Iteration 85Q: 3 clusters Score -3873162 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 36073 members 
Entering Unmasked Estep 
Score: -3873170.750000 Penalty: 3134.320068
	Iteration 86Q: 3 clusters Score -3873171 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 36091 members 
Entering Unmasked Estep 
Score: -3873176.750000 Penalty: 3134.320068
	Iteration 87Q: 3 clusters Score -3873177 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 36107 members 
Entering Unmasked Estep 
Score: -3873187.250000 Penalty: 3134.320068
	Iteration 88Q: 3 clusters Score -3873187 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 36126 members 
Entering Unmasked Estep 
Score: -3873189.500000 Penalty: 3134.320068
	Iteration 89Q: 3 clusters Score -3873190 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 36151 members 
Entering Unmasked Estep 
Score: -3873196.750000 Penalty: 3134.320068
	Iteration 90Q: 3 clusters Score -3873197 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 36167 members 
Entering Unmasked Estep 
Score: -3873208.250000 Penalty: 3134.320068
	Iteration 91Q: 3 clusters Score -3873208 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 36183 members 
Entering Unmasked Estep 
Score: -3873213.250000 Penalty: 3134.320068
	Iteration 92Q: 3 clusters Score -3873213 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 36201 members 
Entering Unmasked Estep 
Score: -3873222.000000 Penalty: 3134.320068
	Iteration 93Q: 3 clusters Score -3873222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 36220 members 
Entering Unmasked Estep 
Score: -3873226.500000 Penalty: 3134.320068
	Iteration 94Q: 3 clusters Score -3873226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 36231 members 
Entering Unmasked Estep 
Score: -3873228.750000 Penalty: 3134.320068
	Iteration 95Q: 3 clusters Score -3873229 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 36242 members 
Entering Unmasked Estep 
Score: -3873231.250000 Penalty: 3134.320068
	Iteration 96Q: 3 clusters Score -3873231 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 36254 members 
Entering Unmasked Estep 
Score: -3873238.250000 Penalty: 3134.320068
	Iteration 97Q: 3 clusters Score -3873238 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 36273 members 
Entering Unmasked Estep 
Score: -3873242.250000 Penalty: 3134.320068
	Iteration 98Q: 3 clusters Score -3873242 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 36291 members 
Entering Unmasked Estep 
Score: -3873249.000000 Penalty: 3134.320068
	Iteration 99Q: 3 clusters Score -3873249 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 36310 members 
Entering Unmasked Estep 
Score: -3873262.000000 Penalty: 3134.320068
	Iteration 100F: 3 clusters Score -3873262 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 36328 members 
Entering Unmasked Estep 
Score: -3873261.250000 Penalty: 3134.320068
	Iteration 101Q: 3 clusters Score -3873261 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 36338 members 
Entering Unmasked Estep 
Score: -3873272.000000 Penalty: 3134.320068
	Iteration 102Q: 3 clusters Score -3873272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 36348 members 
Entering Unmasked Estep 
Score: -3873273.500000 Penalty: 3134.320068
	Iteration 103Q: 3 clusters Score -3873274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 36356 members 
Entering Unmasked Estep 
Score: -3873280.000000 Penalty: 3134.320068
	Iteration 104Q: 3 clusters Score -3873280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 36361 members 
Entering Unmasked Estep 
Score: -3873280.750000 Penalty: 3134.320068
	Iteration 105Q: 3 clusters Score -3873281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 36370 members 
Entering Unmasked Estep 
Score: -3873279.500000 Penalty: 3134.320068
	Iteration 106Q: 3 clusters Score -3873280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 36380 members 
Entering Unmasked Estep 
Score: -3873284.500000 Penalty: 3134.320068
	Iteration 107Q: 3 clusters Score -3873284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 36389 members 
Entering Unmasked Estep 
Score: -3873279.750000 Penalty: 3134.320068
	Iteration 108Q: 3 clusters Score -3873280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 36396 members 
Entering Unmasked Estep 
Score: -3873290.500000 Penalty: 3134.320068
	Iteration 109Q: 3 clusters Score -3873290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 36406 members 
Entering Unmasked Estep 
Score: -3873289.250000 Penalty: 3134.320068
	Iteration 110Q: 3 clusters Score -3873289 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 36417 members 
Entering Unmasked Estep 
Score: -3873293.500000 Penalty: 3134.320068
	Iteration 111Q: 3 clusters Score -3873294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 36422 members 
Entering Unmasked Estep 
Score: -3873297.500000 Penalty: 3134.320068
	Iteration 112Q: 3 clusters Score -3873298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 36431 members 
Entering Unmasked Estep 
Score: -3873300.250000 Penalty: 3134.320068
	Iteration 113Q: 3 clusters Score -3873300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 36439 members 
Entering Unmasked Estep 
Score: -3873304.250000 Penalty: 3134.320068
	Iteration 114Q: 3 clusters Score -3873304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 36446 members 
Entering Unmasked Estep 
Score: -3873308.250000 Penalty: 3134.320068
	Iteration 115Q: 3 clusters Score -3873308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 36455 members 
Entering Unmasked Estep 
Score: -3873307.750000 Penalty: 3134.320068
	Iteration 116Q: 3 clusters Score -3873308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 36461 members 
Entering Unmasked Estep 
Score: -3873310.250000 Penalty: 3134.320068
	Iteration 117Q: 3 clusters Score -3873310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 36466 members 
Entering Unmasked Estep 
Score: -3873308.750000 Penalty: 3134.320068
	Iteration 118Q: 3 clusters Score -3873309 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 36477 members 
Entering Unmasked Estep 
Score: -3873309.750000 Penalty: 3134.320068
	Iteration 119Q: 3 clusters Score -3873310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 36482 members 
Entering Unmasked Estep 
Score: -3873314.750000 Penalty: 3134.320068
	Iteration 120F: 3 clusters Score -3873315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 36489 members 
Entering Unmasked Estep 
Score: -3873318.500000 Penalty: 3134.320068
	Iteration 121Q: 3 clusters Score -3873318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 36491 members 
Entering Unmasked Estep 
Score: -3873319.750000 Penalty: 3134.320068
	Iteration 122Q: 3 clusters Score -3873320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 36492 members 
Entering Unmasked Estep 
Score: -3873323.250000 Penalty: 3134.320068
	Iteration 123Q: 3 clusters Score -3873323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 36494 members 
Entering Unmasked Estep 
Score: -3873322.750000 Penalty: 3134.320068
	Iteration 124Q: 3 clusters Score -3873323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 36495 members 
Entering Unmasked Estep 
Score: -3873321.500000 Penalty: 3134.320068
	Iteration 125Q: 3 clusters Score -3873322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 36495 members 
Entering Unmasked Estep 
Score: -3873321.500000 Penalty: 3134.320068
	Iteration 126F: 3 clusters Score -3873322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (10764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Entering Unmasked Estep 
Score: -1037466.187500 Penalty: 1381.453613
	Iteration 0F: 2 clusters Score -1037466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1030261.625000 Penalty: 2762.907227
	Iteration 0F: 3 clusters Score -1030262 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1032736.812500 Penalty: 2762.907227
	Iteration 1F: 3 clusters Score -1032737 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1033161.375000 Penalty: 2762.907227
	Iteration 2F: 3 clusters Score -1033161 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1033466.500000 Penalty: 2762.907227
	Iteration 3F: 3 clusters Score -1033466 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1033747.437500 Penalty: 2762.907227
	Iteration 4Q: 3 clusters Score -1033747 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1034023.437500 Penalty: 2762.907227
	Iteration 5Q: 3 clusters Score -1034023 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1034319.750000 Penalty: 2762.907227
	Iteration 6Q: 3 clusters Score -1034320 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1034670.562500 Penalty: 2762.907227
	Iteration 7Q: 3 clusters Score -1034671 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1035076.250000 Penalty: 2762.907227
	Iteration 8F: 3 clusters Score -1035076 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1035476.875000 Penalty: 2762.907227
	Iteration 9F: 3 clusters Score -1035477 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1035811.375000 Penalty: 2762.907227
	Iteration 10Q: 3 clusters Score -1035811 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1036101.000000 Penalty: 2762.907227
	Iteration 11Q: 3 clusters Score -1036101 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1036331.062500 Penalty: 2762.907227
	Iteration 12Q: 3 clusters Score -1036331 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1036514.312500 Penalty: 2762.907227
	Iteration 13Q: 3 clusters Score -1036514 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1036644.812500 Penalty: 2762.907227
	Iteration 14Q: 3 clusters Score -1036645 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1036748.125000 Penalty: 2762.907227
	Iteration 15Q: 3 clusters Score -1036748 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1036830.937500 Penalty: 2762.907227
	Iteration 16Q: 3 clusters Score -1036831 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1036891.125000 Penalty: 2762.907227
	Iteration 17Q: 3 clusters Score -1036891 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1036933.625000 Penalty: 2762.907227
	Iteration 18Q: 3 clusters Score -1036934 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1036963.812500 Penalty: 2762.907227
	Iteration 19Q: 3 clusters Score -1036964 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1036987.000000 Penalty: 2762.907227
	Iteration 20F: 3 clusters Score -1036987 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1037013.062500 Penalty: 2762.907227
	Iteration 21Q: 3 clusters Score -1037013 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1037029.625000 Penalty: 2762.907227
	Iteration 22Q: 3 clusters Score -1037030 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1037041.062500 Penalty: 2762.907227
	Iteration 23Q: 3 clusters Score -1037041 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1037047.312500 Penalty: 2762.907227
	Iteration 24Q: 3 clusters Score -1037047 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1037052.437500 Penalty: 2762.907227
	Iteration 25Q: 3 clusters Score -1037052 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1037057.687500 Penalty: 2762.907227
	Iteration 26Q: 3 clusters Score -1037058 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1037060.437500 Penalty: 2762.907227
	Iteration 27Q: 3 clusters Score -1037060 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1037067.500000 Penalty: 2762.907227
	Iteration 28Q: 3 clusters Score -1037068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1037070.250000 Penalty: 2762.907227
	Iteration 29Q: 3 clusters Score -1037070 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1037071.562500 Penalty: 2762.907227
	Iteration 30Q: 3 clusters Score -1037072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1037073.625000 Penalty: 2762.907227
	Iteration 31Q: 3 clusters Score -1037074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1037073.437500 Penalty: 2762.907227
	Iteration 32Q: 3 clusters Score -1037073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1037075.875000 Penalty: 2762.907227
	Iteration 33Q: 3 clusters Score -1037076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1037074.937500 Penalty: 2762.907227
	Iteration 34Q: 3 clusters Score -1037075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1037076.187500 Penalty: 2762.907227
	Iteration 35Q: 3 clusters Score -1037076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1037076.500000 Penalty: 2762.907227
	Iteration 36Q: 3 clusters Score -1037076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1037075.812500 Penalty: 2762.907227
	Iteration 37Q: 3 clusters Score -1037076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1037075.812500 Penalty: 2762.907227
	Iteration 38F: 3 clusters Score -1037076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Entering Unmasked Estep 
Score: -929980.187500 Penalty: 1357.361816
	Iteration 0F: 2 clusters Score -929980.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -923750.625000 Penalty: 2714.723633
	Iteration 0F: 3 clusters Score -923750.6 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -925799.312500 Penalty: 2714.723633
	Iteration 1F: 3 clusters Score -925799.3 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -926056.687500 Penalty: 2714.723633
	Iteration 2F: 3 clusters Score -926056.7 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -926238.750000 Penalty: 2714.723633
	Iteration 3Q: 3 clusters Score -926238.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -926415.125000 Penalty: 2714.723633
	Iteration 4Q: 3 clusters Score -926415.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -926615.437500 Penalty: 2714.723633
	Iteration 5Q: 3 clusters Score -926615.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -926821.000000 Penalty: 2714.723633
	Iteration 6Q: 3 clusters Score -926821 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -927033.937500 Penalty: 2714.723633
	Iteration 7Q: 3 clusters Score -927033.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -927225.687500 Penalty: 2714.723633
	Iteration 8Q: 3 clusters Score -927225.7 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -927411.062500 Penalty: 2714.723633
	Iteration 9Q: 3 clusters Score -927411.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -927595.875000 Penalty: 2714.723633
	Iteration 10Q: 3 clusters Score -927595.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -927759.750000 Penalty: 2714.723633
	Iteration 11Q: 3 clusters Score -927759.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -927906.437500 Penalty: 2714.723633
	Iteration 12Q: 3 clusters Score -927906.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -928061.437500 Penalty: 2714.723633
	Iteration 13Q: 3 clusters Score -928061.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -928194.062500 Penalty: 2714.723633
	Iteration 14Q: 3 clusters Score -928194.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -928298.750000 Penalty: 2714.723633
	Iteration 15Q: 3 clusters Score -928298.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -928382.125000 Penalty: 2714.723633
	Iteration 16Q: 3 clusters Score -928382.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -928449.312500 Penalty: 2714.723633
	Iteration 17Q: 3 clusters Score -928449.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -928501.437500 Penalty: 2714.723633
	Iteration 18Q: 3 clusters Score -928501.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -928542.875000 Penalty: 2714.723633
	Iteration 19Q: 3 clusters Score -928542.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -928577.125000 Penalty: 2714.723633
	Iteration 20F: 3 clusters Score -928577.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -928604.500000 Penalty: 2714.723633
	Iteration 21Q: 3 clusters Score -928604.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -928623.625000 Penalty: 2714.723633
	Iteration 22Q: 3 clusters Score -928623.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -928643.312500 Penalty: 2714.723633
	Iteration 23Q: 3 clusters Score -928643.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -928655.375000 Penalty: 2714.723633
	Iteration 24Q: 3 clusters Score -928655.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -928671.187500 Penalty: 2714.723633
	Iteration 25Q: 3 clusters Score -928671.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -928679.875000 Penalty: 2714.723633
	Iteration 26Q: 3 clusters Score -928679.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -928686.250000 Penalty: 2714.723633
	Iteration 27Q: 3 clusters Score -928686.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -928691.312500 Penalty: 2714.723633
	Iteration 28Q: 3 clusters Score -928691.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -928694.500000 Penalty: 2714.723633
	Iteration 29Q: 3 clusters Score -928694.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -928697.625000 Penalty: 2714.723633
	Iteration 30Q: 3 clusters Score -928697.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -928703.437500 Penalty: 2714.723633
	Iteration 31Q: 3 clusters Score -928703.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -928703.687500 Penalty: 2714.723633
	Iteration 32Q: 3 clusters Score -928703.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -928708.062500 Penalty: 2714.723633
	Iteration 33Q: 3 clusters Score -928708.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -928707.937500 Penalty: 2714.723633
	Iteration 34Q: 3 clusters Score -928707.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -928712.250000 Penalty: 2714.723633
	Iteration 35Q: 3 clusters Score -928712.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -928711.500000 Penalty: 2714.723633
	Iteration 36Q: 3 clusters Score -928711.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -928712.500000 Penalty: 2714.723633
	Iteration 37Q: 3 clusters Score -928712.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -928714.437500 Penalty: 2714.723633
	Iteration 38Q: 3 clusters Score -928714.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -928712.500000 Penalty: 2714.723633
	Iteration 39Q: 3 clusters Score -928712.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -928714.562500 Penalty: 2714.723633
	Iteration 40F: 3 clusters Score -928714.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -928716.125000 Penalty: 2714.723633
	Iteration 41Q: 3 clusters Score -928716.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -928715.375000 Penalty: 2714.723633
	Iteration 42Q: 3 clusters Score -928715.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -928715.437500 Penalty: 2714.723633
	Iteration 43Q: 3 clusters Score -928715.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -928714.187500 Penalty: 2714.723633
	Iteration 44Q: 3 clusters Score -928714.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -928714.187500 Penalty: 2714.723633
	Iteration 45F: 3 clusters Score -928714.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Entering Unmasked Estep 
Score: -89252.164062 Penalty: 1026.228149
	Iteration 0F: 2 clusters Score -89252.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -88007.195312 Penalty: 2052.456299
	Iteration 0F: 3 clusters Score -88007.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -88321.867188 Penalty: 2052.456299
	Iteration 1F: 3 clusters Score -88321.87 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -88402.617188 Penalty: 2052.456299
	Iteration 2Q: 3 clusters Score -88402.62 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -88450.210938 Penalty: 2052.456299
	Iteration 3Q: 3 clusters Score -88450.21 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -88478.390625 Penalty: 2052.456299
	Iteration 4Q: 3 clusters Score -88478.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -88494.000000 Penalty: 2052.456299
	Iteration 5Q: 3 clusters Score -88494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -88509.750000 Penalty: 2052.456299
	Iteration 6Q: 3 clusters Score -88509.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -88527.906250 Penalty: 2052.456299
	Iteration 7Q: 3 clusters Score -88527.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -88544.492188 Penalty: 2052.456299
	Iteration 8Q: 3 clusters Score -88544.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -88559.656250 Penalty: 2052.456299
	Iteration 9Q: 3 clusters Score -88559.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -88571.929688 Penalty: 2052.456299
	Iteration 10Q: 3 clusters Score -88571.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -88584.984375 Penalty: 2052.456299
	Iteration 11Q: 3 clusters Score -88584.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -88604.773438 Penalty: 2052.456299
	Iteration 12Q: 3 clusters Score -88604.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -88624.546875 Penalty: 2052.456299
	Iteration 13Q: 3 clusters Score -88624.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -88651.625000 Penalty: 2052.456299
	Iteration 14Q: 3 clusters Score -88651.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -88671.445312 Penalty: 2052.456299
	Iteration 15Q: 3 clusters Score -88671.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -88677.062500 Penalty: 2052.456299
	Iteration 16Q: 3 clusters Score -88677.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -88682.125000 Penalty: 2052.456299
	Iteration 17Q: 3 clusters Score -88682.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -88686.007812 Penalty: 2052.456299
	Iteration 18Q: 3 clusters Score -88686.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -88687.265625 Penalty: 2052.456299
	Iteration 19Q: 3 clusters Score -88687.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -88687.265625 Penalty: 2052.456299
	Iteration 20F: 3 clusters Score -88687.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (8002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Entering Unmasked Estep 
Score: -829815.687500 Penalty: 1337.332153
	Iteration 0F: 2 clusters Score -829815.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -824282.625000 Penalty: 2674.664307
	Iteration 0F: 3 clusters Score -824282.6 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -826045.500000 Penalty: 2674.664307
	Iteration 1F: 3 clusters Score -826045.5 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -826310.562500 Penalty: 2674.664307
	Iteration 2F: 3 clusters Score -826310.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -826482.437500 Penalty: 2674.664307
	Iteration 3Q: 3 clusters Score -826482.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -826602.812500 Penalty: 2674.664307
	Iteration 4Q: 3 clusters Score -826602.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -826701.500000 Penalty: 2674.664307
	Iteration 5Q: 3 clusters Score -826701.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -826773.062500 Penalty: 2674.664307
	Iteration 6Q: 3 clusters Score -826773.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -826844.000000 Penalty: 2674.664307
	Iteration 7Q: 3 clusters Score -826844 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -826898.562500 Penalty: 2674.664307
	Iteration 8Q: 3 clusters Score -826898.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -826942.750000 Penalty: 2674.664307
	Iteration 9Q: 3 clusters Score -826942.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -826987.437500 Penalty: 2674.664307
	Iteration 10Q: 3 clusters Score -826987.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -827033.000000 Penalty: 2674.664307
	Iteration 11Q: 3 clusters Score -827033 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -827078.125000 Penalty: 2674.664307
	Iteration 12Q: 3 clusters Score -827078.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -827133.312500 Penalty: 2674.664307
	Iteration 13Q: 3 clusters Score -827133.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -827200.375000 Penalty: 2674.664307
	Iteration 14Q: 3 clusters Score -827200.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -827296.375000 Penalty: 2674.664307
	Iteration 15Q: 3 clusters Score -827296.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -827431.750000 Penalty: 2674.664307
	Iteration 16Q: 3 clusters Score -827431.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -827578.375000 Penalty: 2674.664307
	Iteration 17Q: 3 clusters Score -827578.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -827740.625000 Penalty: 2674.664307
	Iteration 18Q: 3 clusters Score -827740.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -827918.000000 Penalty: 2674.664307
	Iteration 19Q: 3 clusters Score -827918 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -828088.125000 Penalty: 2674.664307
	Iteration 20F: 3 clusters Score -828088.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -828236.187500 Penalty: 2674.664307
	Iteration 21Q: 3 clusters Score -828236.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -828359.500000 Penalty: 2674.664307
	Iteration 22Q: 3 clusters Score -828359.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -828453.625000 Penalty: 2674.664307
	Iteration 23Q: 3 clusters Score -828453.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -828518.062500 Penalty: 2674.664307
	Iteration 24Q: 3 clusters Score -828518.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -828562.312500 Penalty: 2674.664307
	Iteration 25Q: 3 clusters Score -828562.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -828600.687500 Penalty: 2674.664307
	Iteration 26Q: 3 clusters Score -828600.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -828639.437500 Penalty: 2674.664307
	Iteration 27Q: 3 clusters Score -828639.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -828670.187500 Penalty: 2674.664307
	Iteration 28Q: 3 clusters Score -828670.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -828697.312500 Penalty: 2674.664307
	Iteration 29Q: 3 clusters Score -828697.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -828719.437500 Penalty: 2674.664307
	Iteration 30Q: 3 clusters Score -828719.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -828738.250000 Penalty: 2674.664307
	Iteration 31Q: 3 clusters Score -828738.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -828750.062500 Penalty: 2674.664307
	Iteration 32Q: 3 clusters Score -828750.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -828754.562500 Penalty: 2674.664307
	Iteration 33Q: 3 clusters Score -828754.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -828756.500000 Penalty: 2674.664307
	Iteration 34Q: 3 clusters Score -828756.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -828758.312500 Penalty: 2674.664307
	Iteration 35Q: 3 clusters Score -828758.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -828757.625000 Penalty: 2674.664307
	Iteration 36Q: 3 clusters Score -828757.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -828758.937500 Penalty: 2674.664307
	Iteration 37Q: 3 clusters Score -828758.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -828763.125000 Penalty: 2674.664307
	Iteration 38Q: 3 clusters Score -828763.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -828764.250000 Penalty: 2674.664307
	Iteration 39Q: 3 clusters Score -828764.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -828766.312500 Penalty: 2674.664307
	Iteration 40F: 3 clusters Score -828766.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -828767.000000 Penalty: 2674.664307
	Iteration 41Q: 3 clusters Score -828767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -828769.187500 Penalty: 2674.664307
	Iteration 42Q: 3 clusters Score -828769.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -828772.250000 Penalty: 2674.664307
	Iteration 43Q: 3 clusters Score -828772.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -828778.125000 Penalty: 2674.664307
	Iteration 44Q: 3 clusters Score -828778.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -828784.000000 Penalty: 2674.664307
	Iteration 45Q: 3 clusters Score -828784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -828784.250000 Penalty: 2674.664307
	Iteration 46Q: 3 clusters Score -828784.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -828784.250000 Penalty: 2674.664307
	Iteration 47F: 3 clusters Score -828784.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Entering Unmasked Estep 
Score: -384619.468750 Penalty: 1235.303467
	Iteration 0F: 2 clusters Score -384619.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -381538.718750 Penalty: 2470.606934
	Iteration 0F: 3 clusters Score -381538.7 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -382471.625000 Penalty: 2470.606934
	Iteration 1F: 3 clusters Score -382471.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -382678.687500 Penalty: 2470.606934
	Iteration 2F: 3 clusters Score -382678.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -382800.937500 Penalty: 2470.606934
	Iteration 3Q: 3 clusters Score -382800.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -382881.250000 Penalty: 2470.606934
	Iteration 4Q: 3 clusters Score -382881.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -382966.218750 Penalty: 2470.606934
	Iteration 5Q: 3 clusters Score -382966.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -383040.281250 Penalty: 2470.606934
	Iteration 6Q: 3 clusters Score -383040.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -383112.656250 Penalty: 2470.606934
	Iteration 7Q: 3 clusters Score -383112.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -383189.250000 Penalty: 2470.606934
	Iteration 8Q: 3 clusters Score -383189.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -383274.187500 Penalty: 2470.606934
	Iteration 9Q: 3 clusters Score -383274.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -383377.593750 Penalty: 2470.606934
	Iteration 10Q: 3 clusters Score -383377.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -383460.125000 Penalty: 2470.606934
	Iteration 11Q: 3 clusters Score -383460.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -383537.062500 Penalty: 2470.606934
	Iteration 12Q: 3 clusters Score -383537.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -383606.593750 Penalty: 2470.606934
	Iteration 13Q: 3 clusters Score -383606.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -383677.375000 Penalty: 2470.606934
	Iteration 14Q: 3 clusters Score -383677.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -383752.843750 Penalty: 2470.606934
	Iteration 15Q: 3 clusters Score -383752.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -383835.656250 Penalty: 2470.606934
	Iteration 16Q: 3 clusters Score -383835.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -383909.125000 Penalty: 2470.606934
	Iteration 17Q: 3 clusters Score -383909.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -383976.625000 Penalty: 2470.606934
	Iteration 18Q: 3 clusters Score -383976.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -384035.125000 Penalty: 2470.606934
	Iteration 19Q: 3 clusters Score -384035.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -384071.906250 Penalty: 2470.606934
	Iteration 20F: 3 clusters Score -384071.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -384090.500000 Penalty: 2470.606934
	Iteration 21Q: 3 clusters Score -384090.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -384111.937500 Penalty: 2470.606934
	Iteration 22Q: 3 clusters Score -384111.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -384130.531250 Penalty: 2470.606934
	Iteration 23Q: 3 clusters Score -384130.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -384142.375000 Penalty: 2470.606934
	Iteration 24Q: 3 clusters Score -384142.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -384156.437500 Penalty: 2470.606934
	Iteration 25Q: 3 clusters Score -384156.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -384162.593750 Penalty: 2470.606934
	Iteration 26Q: 3 clusters Score -384162.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -384169.750000 Penalty: 2470.606934
	Iteration 27Q: 3 clusters Score -384169.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -384175.906250 Penalty: 2470.606934
	Iteration 28Q: 3 clusters Score -384175.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -384181.531250 Penalty: 2470.606934
	Iteration 29Q: 3 clusters Score -384181.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -384186.343750 Penalty: 2470.606934
	Iteration 30Q: 3 clusters Score -384186.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -384189.750000 Penalty: 2470.606934
	Iteration 31Q: 3 clusters Score -384189.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -384192.343750 Penalty: 2470.606934
	Iteration 32Q: 3 clusters Score -384192.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -384192.718750 Penalty: 2470.606934
	Iteration 33Q: 3 clusters Score -384192.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -384194.562500 Penalty: 2470.606934
	Iteration 34Q: 3 clusters Score -384194.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -384195.000000 Penalty: 2470.606934
	Iteration 35Q: 3 clusters Score -384195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -384195.156250 Penalty: 2470.606934
	Iteration 36Q: 3 clusters Score -384195.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -384195.156250 Penalty: 2470.606934
	Iteration 37F: 3 clusters Score -384195.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Entering Unmasked Estep 
Score: -21723.785156 Penalty: 825.702515
	Iteration 0F: 2 clusters Score -21723.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -21198.234375 Penalty: 1651.405029
	Iteration 0F: 3 clusters Score -21198.23 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -21354.455078 Penalty: 1651.405029
	Iteration 1F: 3 clusters Score -21354.46 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -21451.750000 Penalty: 1651.405029
	Iteration 2F: 3 clusters Score -21451.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -21515.250000 Penalty: 1651.405029
	Iteration 3Q: 3 clusters Score -21515.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -21609.125000 Penalty: 1651.405029
	Iteration 4Q: 3 clusters Score -21609.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -21682.912109 Penalty: 1651.405029
	Iteration 5Q: 3 clusters Score -21682.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -21730.605469 Penalty: 1651.405029
	Iteration 6Q: 3 clusters Score -21730.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -21749.437500 Penalty: 1651.405029
	Iteration 7Q: 3 clusters Score -21749.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -21774.404297 Penalty: 1651.405029
	Iteration 8Q: 3 clusters Score -21774.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -21780.410156 Penalty: 1651.405029
	Iteration 9Q: 3 clusters Score -21780.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -21780.410156 Penalty: 1651.405029
	Iteration 10F: 3 clusters Score -21780.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61510 members 
Mstep: Class 2 contains 10431 members 
Mstep: Class 3 contains 6978 members 
Mstep: Class 4 contains 48074 members 
Mstep: Class 5 contains 8333 members 
Mstep: Class 6 contains 11571 members 
Mstep: Class 7 contains 56204 members 
Mstep: Class 8 contains 10565 members 
Mstep: Class 9 contains 11016 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7469 members 
Mstep: Class 13 contains 18923 members 
Mstep: Class 14 contains 37767 members 
Mstep: Class 15 contains 16490 members 
Mstep: Class 16 contains 22552 members 
Mstep: Class 17 contains 28493 members 
Mstep: Class 18 contains 19712 members 
Mstep: Class 19 contains 1507 members 
Mstep: Class 20 contains 202111 members 
Mstep: Class 21 contains 12300 members 
Mstep: Class 22 contains 1777 members 
Mstep: Class 23 contains 6288 members 
Mstep: Class 24 contains 2138 members 
Mstep: Class 25 contains 36542 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14797 members 
Mstep: Class 28 contains 19862 members 
Mstep: Class 29 contains 37496 members 
Mstep: Class 30 contains 10764 members 
Mstep: Class 31 contains 9155 members 
Mstep: Class 32 contains 989 members 
Mstep: Class 33 contains 8002 members 
Mstep: Class 34 contains 4031 members 
Mstep: Class 35 contains 192 members 
Mstep: Class 36 contains 1596 members 
Mstep: Class 37 contains 4218 members 
Mstep: Class 38 contains 3403 members 
Mstep: Class 39 contains 33922 members 
Mstep: Class 40 contains 18018 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2517 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1946 members 
Mstep: Class 46 contains 1308 members 
Mstep: Class 47 contains 11567 members 
Mstep: Class 48 contains 1746 members 
Mstep: Class 49 contains 1377 members 
Mstep: Class 50 contains 21340 members 
Mstep: Class 51 contains 963 members 
Mstep: Class 52 contains 65 members 
Entering Unmasked Estep 
Score: -88130088.000000 Penalty: 106082.015625
Splitting cluster 35 changes total score from -88131240.000000 to -88130088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (1596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Entering Unmasked Estep 
Score: -154668.484375 Penalty: 1097.438110
	Iteration 0F: 2 clusters Score -154668.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -153030.906250 Penalty: 2194.876221
	Iteration 0F: 3 clusters Score -153030.9 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -153404.296875 Penalty: 2194.876221
	Iteration 1F: 3 clusters Score -153404.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -153496.578125 Penalty: 2194.876221
	Iteration 2F: 3 clusters Score -153496.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -153553.031250 Penalty: 2194.876221
	Iteration 3Q: 3 clusters Score -153553 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -153593.187500 Penalty: 2194.876221
	Iteration 4Q: 3 clusters Score -153593.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -153618.359375 Penalty: 2194.876221
	Iteration 5Q: 3 clusters Score -153618.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -153630.484375 Penalty: 2194.876221
	Iteration 6Q: 3 clusters Score -153630.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -153641.062500 Penalty: 2194.876221
	Iteration 7Q: 3 clusters Score -153641.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -153645.484375 Penalty: 2194.876221
	Iteration 8Q: 3 clusters Score -153645.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -153647.843750 Penalty: 2194.876221
	Iteration 9Q: 3 clusters Score -153647.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -153650.515625 Penalty: 2194.876221
	Iteration 10Q: 3 clusters Score -153650.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -153655.828125 Penalty: 2194.876221
	Iteration 11Q: 3 clusters Score -153655.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -153659.000000 Penalty: 2194.876221
	Iteration 12Q: 3 clusters Score -153659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -153662.375000 Penalty: 2194.876221
	Iteration 13Q: 3 clusters Score -153662.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -153662.906250 Penalty: 2194.876221
	Iteration 14Q: 3 clusters Score -153662.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -153663.781250 Penalty: 2194.876221
	Iteration 15Q: 3 clusters Score -153663.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -153665.484375 Penalty: 2194.876221
	Iteration 16Q: 3 clusters Score -153665.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -153668.656250 Penalty: 2194.876221
	Iteration 17Q: 3 clusters Score -153668.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -153670.250000 Penalty: 2194.876221
	Iteration 18Q: 3 clusters Score -153670.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -153671.062500 Penalty: 2194.876221
	Iteration 19Q: 3 clusters Score -153671.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -153671.062500 Penalty: 2194.876221
	Iteration 20F: 3 clusters Score -153671.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (4218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Entering Unmasked Estep 
Score: -403439.125000 Penalty: 1242.050903
	Iteration 0F: 2 clusters Score -403439.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -400297.531250 Penalty: 2484.101807
	Iteration 0F: 3 clusters Score -400297.5 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -401167.593750 Penalty: 2484.101807
	Iteration 1F: 3 clusters Score -401167.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -401336.031250 Penalty: 2484.101807
	Iteration 2F: 3 clusters Score -401336 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -401445.593750 Penalty: 2484.101807
	Iteration 3Q: 3 clusters Score -401445.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -401512.000000 Penalty: 2484.101807
	Iteration 4Q: 3 clusters Score -401512 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -401553.250000 Penalty: 2484.101807
	Iteration 5Q: 3 clusters Score -401553.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -401591.062500 Penalty: 2484.101807
	Iteration 6Q: 3 clusters Score -401591.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -401636.062500 Penalty: 2484.101807
	Iteration 7Q: 3 clusters Score -401636.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -401673.093750 Penalty: 2484.101807
	Iteration 8Q: 3 clusters Score -401673.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -401702.093750 Penalty: 2484.101807
	Iteration 9Q: 3 clusters Score -401702.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -401727.593750 Penalty: 2484.101807
	Iteration 10Q: 3 clusters Score -401727.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -401751.781250 Penalty: 2484.101807
	Iteration 11Q: 3 clusters Score -401751.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -401773.968750 Penalty: 2484.101807
	Iteration 12Q: 3 clusters Score -401774 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -401787.406250 Penalty: 2484.101807
	Iteration 13Q: 3 clusters Score -401787.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -401799.750000 Penalty: 2484.101807
	Iteration 14Q: 3 clusters Score -401799.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -401807.218750 Penalty: 2484.101807
	Iteration 15Q: 3 clusters Score -401807.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -401816.093750 Penalty: 2484.101807
	Iteration 16Q: 3 clusters Score -401816.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -401821.906250 Penalty: 2484.101807
	Iteration 17Q: 3 clusters Score -401821.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -401829.468750 Penalty: 2484.101807
	Iteration 18Q: 3 clusters Score -401829.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -401836.593750 Penalty: 2484.101807
	Iteration 19Q: 3 clusters Score -401836.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -401839.906250 Penalty: 2484.101807
	Iteration 20F: 3 clusters Score -401839.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -401844.250000 Penalty: 2484.101807
	Iteration 21Q: 3 clusters Score -401844.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -401849.250000 Penalty: 2484.101807
	Iteration 22Q: 3 clusters Score -401849.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -401854.406250 Penalty: 2484.101807
	Iteration 23Q: 3 clusters Score -401854.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -401862.218750 Penalty: 2484.101807
	Iteration 24Q: 3 clusters Score -401862.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -401872.875000 Penalty: 2484.101807
	Iteration 25Q: 3 clusters Score -401872.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -401881.750000 Penalty: 2484.101807
	Iteration 26Q: 3 clusters Score -401881.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -401898.093750 Penalty: 2484.101807
	Iteration 27Q: 3 clusters Score -401898.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -401911.250000 Penalty: 2484.101807
	Iteration 28Q: 3 clusters Score -401911.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -401925.625000 Penalty: 2484.101807
	Iteration 29Q: 3 clusters Score -401925.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -401934.406250 Penalty: 2484.101807
	Iteration 30Q: 3 clusters Score -401934.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -401946.125000 Penalty: 2484.101807
	Iteration 31Q: 3 clusters Score -401946.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -401960.906250 Penalty: 2484.101807
	Iteration 32Q: 3 clusters Score -401960.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -401975.625000 Penalty: 2484.101807
	Iteration 33Q: 3 clusters Score -401975.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -401987.375000 Penalty: 2484.101807
	Iteration 34Q: 3 clusters Score -401987.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -402000.562500 Penalty: 2484.101807
	Iteration 35Q: 3 clusters Score -402000.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -402012.062500 Penalty: 2484.101807
	Iteration 36Q: 3 clusters Score -402012.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -402020.468750 Penalty: 2484.101807
	Iteration 37Q: 3 clusters Score -402020.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -402028.062500 Penalty: 2484.101807
	Iteration 38Q: 3 clusters Score -402028.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -402037.156250 Penalty: 2484.101807
	Iteration 39Q: 3 clusters Score -402037.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -402046.093750 Penalty: 2484.101807
	Iteration 40F: 3 clusters Score -402046.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -402052.625000 Penalty: 2484.101807
	Iteration 41Q: 3 clusters Score -402052.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -402060.375000 Penalty: 2484.101807
	Iteration 42Q: 3 clusters Score -402060.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -402070.593750 Penalty: 2484.101807
	Iteration 43Q: 3 clusters Score -402070.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -402082.156250 Penalty: 2484.101807
	Iteration 44Q: 3 clusters Score -402082.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -402091.500000 Penalty: 2484.101807
	Iteration 45Q: 3 clusters Score -402091.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -402101.500000 Penalty: 2484.101807
	Iteration 46Q: 3 clusters Score -402101.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -402110.312500 Penalty: 2484.101807
	Iteration 47Q: 3 clusters Score -402110.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -402120.500000 Penalty: 2484.101807
	Iteration 48Q: 3 clusters Score -402120.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -402128.343750 Penalty: 2484.101807
	Iteration 49Q: 3 clusters Score -402128.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -402135.718750 Penalty: 2484.101807
	Iteration 50Q: 3 clusters Score -402135.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -402143.843750 Penalty: 2484.101807
	Iteration 51Q: 3 clusters Score -402143.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -402151.593750 Penalty: 2484.101807
	Iteration 52Q: 3 clusters Score -402151.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -402155.062500 Penalty: 2484.101807
	Iteration 53Q: 3 clusters Score -402155.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -402156.875000 Penalty: 2484.101807
	Iteration 54Q: 3 clusters Score -402156.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -402158.250000 Penalty: 2484.101807
	Iteration 55Q: 3 clusters Score -402158.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -402158.937500 Penalty: 2484.101807
	Iteration 56Q: 3 clusters Score -402158.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -402161.531250 Penalty: 2484.101807
	Iteration 57Q: 3 clusters Score -402161.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -402161.656250 Penalty: 2484.101807
	Iteration 58Q: 3 clusters Score -402161.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -402162.437500 Penalty: 2484.101807
	Iteration 59Q: 3 clusters Score -402162.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -402164.750000 Penalty: 2484.101807
	Iteration 60F: 3 clusters Score -402164.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -402166.937500 Penalty: 2484.101807
	Iteration 61Q: 3 clusters Score -402166.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -402169.281250 Penalty: 2484.101807
	Iteration 62Q: 3 clusters Score -402169.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -402172.250000 Penalty: 2484.101807
	Iteration 63Q: 3 clusters Score -402172.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -402175.312500 Penalty: 2484.101807
	Iteration 64Q: 3 clusters Score -402175.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -402177.343750 Penalty: 2484.101807
	Iteration 65Q: 3 clusters Score -402177.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -402181.343750 Penalty: 2484.101807
	Iteration 66Q: 3 clusters Score -402181.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -402185.312500 Penalty: 2484.101807
	Iteration 67Q: 3 clusters Score -402185.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -402188.187500 Penalty: 2484.101807
	Iteration 68Q: 3 clusters Score -402188.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -402190.000000 Penalty: 2484.101807
	Iteration 69Q: 3 clusters Score -402190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -402192.000000 Penalty: 2484.101807
	Iteration 70Q: 3 clusters Score -402192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -402193.937500 Penalty: 2484.101807
	Iteration 71Q: 3 clusters Score -402193.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -402198.687500 Penalty: 2484.101807
	Iteration 72Q: 3 clusters Score -402198.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -402202.218750 Penalty: 2484.101807
	Iteration 73Q: 3 clusters Score -402202.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -402204.156250 Penalty: 2484.101807
	Iteration 74Q: 3 clusters Score -402204.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -402209.750000 Penalty: 2484.101807
	Iteration 75Q: 3 clusters Score -402209.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -402213.062500 Penalty: 2484.101807
	Iteration 76Q: 3 clusters Score -402213.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -402215.500000 Penalty: 2484.101807
	Iteration 77Q: 3 clusters Score -402215.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -402220.062500 Penalty: 2484.101807
	Iteration 78Q: 3 clusters Score -402220.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -402223.812500 Penalty: 2484.101807
	Iteration 79Q: 3 clusters Score -402223.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -402229.750000 Penalty: 2484.101807
	Iteration 80F: 3 clusters Score -402229.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -402234.812500 Penalty: 2484.101807
	Iteration 81Q: 3 clusters Score -402234.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -402238.250000 Penalty: 2484.101807
	Iteration 82Q: 3 clusters Score -402238.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -402243.250000 Penalty: 2484.101807
	Iteration 83Q: 3 clusters Score -402243.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -402249.718750 Penalty: 2484.101807
	Iteration 84Q: 3 clusters Score -402249.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -402254.906250 Penalty: 2484.101807
	Iteration 85Q: 3 clusters Score -402254.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -402261.312500 Penalty: 2484.101807
	Iteration 86Q: 3 clusters Score -402261.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -402268.750000 Penalty: 2484.101807
	Iteration 87Q: 3 clusters Score -402268.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -402278.843750 Penalty: 2484.101807
	Iteration 88Q: 3 clusters Score -402278.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -402289.937500 Penalty: 2484.101807
	Iteration 89Q: 3 clusters Score -402289.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -402300.125000 Penalty: 2484.101807
	Iteration 90Q: 3 clusters Score -402300.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -402306.656250 Penalty: 2484.101807
	Iteration 91Q: 3 clusters Score -402306.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -402315.062500 Penalty: 2484.101807
	Iteration 92Q: 3 clusters Score -402315.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -402319.531250 Penalty: 2484.101807
	Iteration 93Q: 3 clusters Score -402319.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -402326.343750 Penalty: 2484.101807
	Iteration 94Q: 3 clusters Score -402326.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -402332.187500 Penalty: 2484.101807
	Iteration 95Q: 3 clusters Score -402332.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -402340.031250 Penalty: 2484.101807
	Iteration 96Q: 3 clusters Score -402340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -402346.156250 Penalty: 2484.101807
	Iteration 97Q: 3 clusters Score -402346.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -402352.375000 Penalty: 2484.101807
	Iteration 98Q: 3 clusters Score -402352.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -402366.906250 Penalty: 2484.101807
	Iteration 99Q: 3 clusters Score -402366.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -402380.406250 Penalty: 2484.101807
	Iteration 100F: 3 clusters Score -402380.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -402398.093750 Penalty: 2484.101807
	Iteration 101Q: 3 clusters Score -402398.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -402412.500000 Penalty: 2484.101807
	Iteration 102Q: 3 clusters Score -402412.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -402425.375000 Penalty: 2484.101807
	Iteration 103Q: 3 clusters Score -402425.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -402436.250000 Penalty: 2484.101807
	Iteration 104Q: 3 clusters Score -402436.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -402449.843750 Penalty: 2484.101807
	Iteration 105Q: 3 clusters Score -402449.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -402458.031250 Penalty: 2484.101807
	Iteration 106Q: 3 clusters Score -402458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -402466.125000 Penalty: 2484.101807
	Iteration 107Q: 3 clusters Score -402466.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -402472.125000 Penalty: 2484.101807
	Iteration 108Q: 3 clusters Score -402472.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -402474.656250 Penalty: 2484.101807
	Iteration 109Q: 3 clusters Score -402474.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -402477.375000 Penalty: 2484.101807
	Iteration 110Q: 3 clusters Score -402477.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -402481.718750 Penalty: 2484.101807
	Iteration 111Q: 3 clusters Score -402481.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -402483.281250 Penalty: 2484.101807
	Iteration 112Q: 3 clusters Score -402483.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -402486.250000 Penalty: 2484.101807
	Iteration 113Q: 3 clusters Score -402486.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -402490.062500 Penalty: 2484.101807
	Iteration 114Q: 3 clusters Score -402490.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -402495.156250 Penalty: 2484.101807
	Iteration 115Q: 3 clusters Score -402495.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -402498.531250 Penalty: 2484.101807
	Iteration 116Q: 3 clusters Score -402498.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -402503.281250 Penalty: 2484.101807
	Iteration 117Q: 3 clusters Score -402503.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -402504.156250 Penalty: 2484.101807
	Iteration 118Q: 3 clusters Score -402504.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -402506.062500 Penalty: 2484.101807
	Iteration 119Q: 3 clusters Score -402506.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -402506.687500 Penalty: 2484.101807
	Iteration 120F: 3 clusters Score -402506.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -402507.031250 Penalty: 2484.101807
	Iteration 121Q: 3 clusters Score -402507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -402508.906250 Penalty: 2484.101807
	Iteration 122Q: 3 clusters Score -402508.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -402509.687500 Penalty: 2484.101807
	Iteration 123Q: 3 clusters Score -402509.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -402510.187500 Penalty: 2484.101807
	Iteration 124Q: 3 clusters Score -402510.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -402510.281250 Penalty: 2484.101807
	Iteration 125Q: 3 clusters Score -402510.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -402510.625000 Penalty: 2484.101807
	Iteration 126Q: 3 clusters Score -402510.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -402512.406250 Penalty: 2484.101807
	Iteration 127Q: 3 clusters Score -402512.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -402512.125000 Penalty: 2484.101807
	Iteration 128Q: 3 clusters Score -402512.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -402512.937500 Penalty: 2484.101807
	Iteration 129Q: 3 clusters Score -402512.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -402514.062500 Penalty: 2484.101807
	Iteration 130Q: 3 clusters Score -402514.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -402516.125000 Penalty: 2484.101807
	Iteration 131Q: 3 clusters Score -402516.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -402516.125000 Penalty: 2484.101807
	Iteration 132F: 3 clusters Score -402516.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Entering Unmasked Estep 
Score: -316165.375000 Penalty: 1210.103027
	Iteration 0F: 2 clusters Score -316165.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -313510.031250 Penalty: 2420.206055
	Iteration 0F: 3 clusters Score -313510 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -314216.500000 Penalty: 2420.206055
	Iteration 1F: 3 clusters Score -314216.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -314397.093750 Penalty: 2420.206055
	Iteration 2F: 3 clusters Score -314397.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -314497.687500 Penalty: 2420.206055
	Iteration 3Q: 3 clusters Score -314497.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -314575.843750 Penalty: 2420.206055
	Iteration 4Q: 3 clusters Score -314575.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -314643.937500 Penalty: 2420.206055
	Iteration 5Q: 3 clusters Score -314643.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -314702.406250 Penalty: 2420.206055
	Iteration 6Q: 3 clusters Score -314702.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -314756.812500 Penalty: 2420.206055
	Iteration 7Q: 3 clusters Score -314756.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -314793.968750 Penalty: 2420.206055
	Iteration 8Q: 3 clusters Score -314794 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -314822.937500 Penalty: 2420.206055
	Iteration 9Q: 3 clusters Score -314822.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -314850.187500 Penalty: 2420.206055
	Iteration 10Q: 3 clusters Score -314850.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -314873.218750 Penalty: 2420.206055
	Iteration 11Q: 3 clusters Score -314873.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -314897.968750 Penalty: 2420.206055
	Iteration 12Q: 3 clusters Score -314898 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -314917.687500 Penalty: 2420.206055
	Iteration 13Q: 3 clusters Score -314917.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -314942.343750 Penalty: 2420.206055
	Iteration 14Q: 3 clusters Score -314942.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -314966.156250 Penalty: 2420.206055
	Iteration 15Q: 3 clusters Score -314966.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -314993.718750 Penalty: 2420.206055
	Iteration 16Q: 3 clusters Score -314993.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -315019.593750 Penalty: 2420.206055
	Iteration 17Q: 3 clusters Score -315019.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -315042.687500 Penalty: 2420.206055
	Iteration 18Q: 3 clusters Score -315042.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -315062.656250 Penalty: 2420.206055
	Iteration 19Q: 3 clusters Score -315062.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -315085.468750 Penalty: 2420.206055
	Iteration 20F: 3 clusters Score -315085.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -315105.906250 Penalty: 2420.206055
	Iteration 21Q: 3 clusters Score -315105.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -315120.187500 Penalty: 2420.206055
	Iteration 22Q: 3 clusters Score -315120.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -315131.125000 Penalty: 2420.206055
	Iteration 23Q: 3 clusters Score -315131.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -315141.218750 Penalty: 2420.206055
	Iteration 24Q: 3 clusters Score -315141.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -315154.062500 Penalty: 2420.206055
	Iteration 25Q: 3 clusters Score -315154.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -315162.250000 Penalty: 2420.206055
	Iteration 26Q: 3 clusters Score -315162.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -315168.750000 Penalty: 2420.206055
	Iteration 27Q: 3 clusters Score -315168.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -315173.812500 Penalty: 2420.206055
	Iteration 28Q: 3 clusters Score -315173.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -315176.968750 Penalty: 2420.206055
	Iteration 29Q: 3 clusters Score -315177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -315184.000000 Penalty: 2420.206055
	Iteration 30Q: 3 clusters Score -315184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -315187.375000 Penalty: 2420.206055
	Iteration 31Q: 3 clusters Score -315187.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -315192.687500 Penalty: 2420.206055
	Iteration 32Q: 3 clusters Score -315192.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -315195.250000 Penalty: 2420.206055
	Iteration 33Q: 3 clusters Score -315195.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -315195.281250 Penalty: 2420.206055
	Iteration 34Q: 3 clusters Score -315195.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -315195.281250 Penalty: 2420.206055
	Iteration 35F: 3 clusters Score -315195.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (33922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33922 members 
Entering Unmasked Estep 
Score: -3530344.750000 Penalty: 1552.254639
	Iteration 0F: 2 clusters Score -3530345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -3508227.000000 Penalty: 3104.509277
	Iteration 0F: 3 clusters Score -3508227 nChanged 15384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -3516788.250000 Penalty: 3104.509277
	Iteration 1F: 3 clusters Score -3516788 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -3517443.250000 Penalty: 3104.509277
	Iteration 2F: 3 clusters Score -3517443 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -3518228.750000 Penalty: 3104.509277
	Iteration 3F: 3 clusters Score -3518229 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
Score: -3519257.500000 Penalty: 3104.509277
	Iteration 4F: 3 clusters Score -3519258 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -3520621.500000 Penalty: 3104.509277
	Iteration 5F: 3 clusters Score -3520622 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 25943 members 
Entering Unmasked Estep 
Score: -3522422.750000 Penalty: 3104.509277
	Iteration 6F: 3 clusters Score -3522423 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 28193 members 
Entering Unmasked Estep 
Score: -3524384.000000 Penalty: 3104.509277
	Iteration 7F: 3 clusters Score -3524384 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 30130 members 
Entering Unmasked Estep 
Score: -3526126.000000 Penalty: 3104.509277
	Iteration 8F: 3 clusters Score -3526126 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 31536 members 
Entering Unmasked Estep 
Score: -3527365.000000 Penalty: 3104.509277
	Iteration 9Q: 3 clusters Score -3527365 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 32375 members 
Entering Unmasked Estep 
Score: -3528148.500000 Penalty: 3104.509277
	Iteration 10Q: 3 clusters Score -3528148 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 32869 members 
Entering Unmasked Estep 
Score: -3528606.250000 Penalty: 3104.509277
	Iteration 11Q: 3 clusters Score -3528606 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 33128 members 
Entering Unmasked Estep 
Score: -3528845.750000 Penalty: 3104.509277
	Iteration 12Q: 3 clusters Score -3528846 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 33275 members 
Entering Unmasked Estep 
Score: -3528978.250000 Penalty: 3104.509277
	Iteration 13Q: 3 clusters Score -3528978 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 33340 members 
Entering Unmasked Estep 
Score: -3529043.000000 Penalty: 3104.509277
	Iteration 14Q: 3 clusters Score -3529043 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 33373 members 
Entering Unmasked Estep 
Score: -3529068.750000 Penalty: 3104.509277
	Iteration 15Q: 3 clusters Score -3529069 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 33397 members 
Entering Unmasked Estep 
Score: -3529092.000000 Penalty: 3104.509277
	Iteration 16Q: 3 clusters Score -3529092 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 33418 members 
Entering Unmasked Estep 
Score: -3529116.000000 Penalty: 3104.509277
	Iteration 17Q: 3 clusters Score -3529116 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 33428 members 
Entering Unmasked Estep 
Score: -3529123.750000 Penalty: 3104.509277
	Iteration 18Q: 3 clusters Score -3529124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 33430 members 
Entering Unmasked Estep 
Score: -3529136.500000 Penalty: 3104.509277
	Iteration 19Q: 3 clusters Score -3529136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 33442 members 
Entering Unmasked Estep 
Score: -3529146.250000 Penalty: 3104.509277
	Iteration 20F: 3 clusters Score -3529146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 33448 members 
Entering Unmasked Estep 
Score: -3529151.250000 Penalty: 3104.509277
	Iteration 21Q: 3 clusters Score -3529151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 33450 members 
Entering Unmasked Estep 
Score: -3529155.750000 Penalty: 3104.509277
	Iteration 22Q: 3 clusters Score -3529156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 33451 members 
Entering Unmasked Estep 
Score: -3529163.500000 Penalty: 3104.509277
	Iteration 23Q: 3 clusters Score -3529164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 33456 members 
Entering Unmasked Estep 
Score: -3529175.750000 Penalty: 3104.509277
	Iteration 24Q: 3 clusters Score -3529176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 33461 members 
Entering Unmasked Estep 
Score: -3529179.750000 Penalty: 3104.509277
	Iteration 25Q: 3 clusters Score -3529180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 33465 members 
Entering Unmasked Estep 
Score: -3529178.250000 Penalty: 3104.509277
	Iteration 26Q: 3 clusters Score -3529178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 33466 members 
Entering Unmasked Estep 
Score: -3529181.500000 Penalty: 3104.509277
	Iteration 27Q: 3 clusters Score -3529182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 33465 members 
Entering Unmasked Estep 
Score: -3529186.250000 Penalty: 3104.509277
	Iteration 28Q: 3 clusters Score -3529186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 33463 members 
Entering Unmasked Estep 
Score: -3529184.750000 Penalty: 3104.509277
	Iteration 29Q: 3 clusters Score -3529185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 33462 members 
Entering Unmasked Estep 
Score: -3529187.000000 Penalty: 3104.509277
	Iteration 30Q: 3 clusters Score -3529187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 33464 members 
Entering Unmasked Estep 
Score: -3529184.000000 Penalty: 3104.509277
	Iteration 31Q: 3 clusters Score -3529184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 33464 members 
Entering Unmasked Estep 
Score: -3529186.750000 Penalty: 3104.509277
	Iteration 32Q: 3 clusters Score -3529187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 33465 members 
Entering Unmasked Estep 
Score: -3529187.750000 Penalty: 3104.509277
	Iteration 33Q: 3 clusters Score -3529188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 33469 members 
Entering Unmasked Estep 
Score: -3529193.250000 Penalty: 3104.509277
	Iteration 34Q: 3 clusters Score -3529193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 33469 members 
Entering Unmasked Estep 
Score: -3529193.250000 Penalty: 3104.509277
	Iteration 35F: 3 clusters Score -3529193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (18018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Entering Unmasked Estep 
Score: -1890639.125000 Penalty: 1458.110107
	Iteration 0F: 2 clusters Score -1890639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1878850.250000 Penalty: 2916.220215
	Iteration 0F: 3 clusters Score -1878850 nChanged 7805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1882934.250000 Penalty: 2916.220215
	Iteration 1F: 3 clusters Score -1882934 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1883384.125000 Penalty: 2916.220215
	Iteration 2F: 3 clusters Score -1883384 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1883854.625000 Penalty: 2916.220215
	Iteration 3F: 3 clusters Score -1883855 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1884414.250000 Penalty: 2916.220215
	Iteration 4F: 3 clusters Score -1884414 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1885136.500000 Penalty: 2916.220215
	Iteration 5F: 3 clusters Score -1885136 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1885937.125000 Penalty: 2916.220215
	Iteration 6F: 3 clusters Score -1885937 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1886752.625000 Penalty: 2916.220215
	Iteration 7F: 3 clusters Score -1886753 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1887438.500000 Penalty: 2916.220215
	Iteration 8F: 3 clusters Score -1887438 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1887931.625000 Penalty: 2916.220215
	Iteration 9Q: 3 clusters Score -1887932 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1888267.000000 Penalty: 2916.220215
	Iteration 10Q: 3 clusters Score -1888267 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1888506.125000 Penalty: 2916.220215
	Iteration 11Q: 3 clusters Score -1888506 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1888710.375000 Penalty: 2916.220215
	Iteration 12Q: 3 clusters Score -1888710 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1888854.125000 Penalty: 2916.220215
	Iteration 13Q: 3 clusters Score -1888854 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1888961.500000 Penalty: 2916.220215
	Iteration 14Q: 3 clusters Score -1888962 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1889067.750000 Penalty: 2916.220215
	Iteration 15Q: 3 clusters Score -1889068 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1889137.625000 Penalty: 2916.220215
	Iteration 16Q: 3 clusters Score -1889138 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1889179.125000 Penalty: 2916.220215
	Iteration 17Q: 3 clusters Score -1889179 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1889244.000000 Penalty: 2916.220215
	Iteration 18Q: 3 clusters Score -1889244 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1889286.625000 Penalty: 2916.220215
	Iteration 19Q: 3 clusters Score -1889287 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1889331.625000 Penalty: 2916.220215
	Iteration 20F: 3 clusters Score -1889332 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1889360.500000 Penalty: 2916.220215
	Iteration 21Q: 3 clusters Score -1889360 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1889390.375000 Penalty: 2916.220215
	Iteration 22Q: 3 clusters Score -1889390 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1889424.875000 Penalty: 2916.220215
	Iteration 23Q: 3 clusters Score -1889425 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1889441.375000 Penalty: 2916.220215
	Iteration 24Q: 3 clusters Score -1889441 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1889463.500000 Penalty: 2916.220215
	Iteration 25Q: 3 clusters Score -1889464 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1889489.625000 Penalty: 2916.220215
	Iteration 26Q: 3 clusters Score -1889490 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1889499.250000 Penalty: 2916.220215
	Iteration 27Q: 3 clusters Score -1889499 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1889519.375000 Penalty: 2916.220215
	Iteration 28Q: 3 clusters Score -1889519 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1889528.625000 Penalty: 2916.220215
	Iteration 29Q: 3 clusters Score -1889529 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1889539.875000 Penalty: 2916.220215
	Iteration 30Q: 3 clusters Score -1889540 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1889559.625000 Penalty: 2916.220215
	Iteration 31Q: 3 clusters Score -1889560 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1889563.625000 Penalty: 2916.220215
	Iteration 32Q: 3 clusters Score -1889564 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1889575.000000 Penalty: 2916.220215
	Iteration 33Q: 3 clusters Score -1889575 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1889583.000000 Penalty: 2916.220215
	Iteration 34Q: 3 clusters Score -1889583 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1889587.375000 Penalty: 2916.220215
	Iteration 35Q: 3 clusters Score -1889587 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1889603.000000 Penalty: 2916.220215
	Iteration 36Q: 3 clusters Score -1889603 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1889612.375000 Penalty: 2916.220215
	Iteration 37Q: 3 clusters Score -1889612 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1889624.000000 Penalty: 2916.220215
	Iteration 38Q: 3 clusters Score -1889624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1889633.000000 Penalty: 2916.220215
	Iteration 39Q: 3 clusters Score -1889633 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1889639.000000 Penalty: 2916.220215
	Iteration 40F: 3 clusters Score -1889639 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1889641.750000 Penalty: 2916.220215
	Iteration 41Q: 3 clusters Score -1889642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1889648.625000 Penalty: 2916.220215
	Iteration 42Q: 3 clusters Score -1889649 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1889652.125000 Penalty: 2916.220215
	Iteration 43Q: 3 clusters Score -1889652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1889655.000000 Penalty: 2916.220215
	Iteration 44Q: 3 clusters Score -1889655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1889658.250000 Penalty: 2916.220215
	Iteration 45Q: 3 clusters Score -1889658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1889658.750000 Penalty: 2916.220215
	Iteration 46Q: 3 clusters Score -1889659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1889659.250000 Penalty: 2916.220215
	Iteration 47Q: 3 clusters Score -1889659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1889659.250000 Penalty: 2916.220215
	Iteration 48F: 3 clusters Score -1889659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (15622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Entering Unmasked Estep 
Score: -1633494.250000 Penalty: 1436.877563
	Iteration 0F: 2 clusters Score -1633494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1623222.875000 Penalty: 2873.755127
	Iteration 0F: 3 clusters Score -1623223 nChanged 6774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1626888.375000 Penalty: 2873.755127
	Iteration 1F: 3 clusters Score -1626888 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1627256.500000 Penalty: 2873.755127
	Iteration 2F: 3 clusters Score -1627256 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1627584.375000 Penalty: 2873.755127
	Iteration 3Q: 3 clusters Score -1627584 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1627898.750000 Penalty: 2873.755127
	Iteration 4Q: 3 clusters Score -1627899 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1628234.625000 Penalty: 2873.755127
	Iteration 5Q: 3 clusters Score -1628235 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1628656.250000 Penalty: 2873.755127
	Iteration 6Q: 3 clusters Score -1628656 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1629176.000000 Penalty: 2873.755127
	Iteration 7F: 3 clusters Score -1629176 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1629778.750000 Penalty: 2873.755127
	Iteration 8F: 3 clusters Score -1629779 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1630397.000000 Penalty: 2873.755127
	Iteration 9F: 3 clusters Score -1630397 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1631005.875000 Penalty: 2873.755127
	Iteration 10Q: 3 clusters Score -1631006 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1631458.875000 Penalty: 2873.755127
	Iteration 11Q: 3 clusters Score -1631459 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1631740.500000 Penalty: 2873.755127
	Iteration 12Q: 3 clusters Score -1631740 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1631933.250000 Penalty: 2873.755127
	Iteration 13Q: 3 clusters Score -1631933 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1632047.750000 Penalty: 2873.755127
	Iteration 14Q: 3 clusters Score -1632048 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1632139.250000 Penalty: 2873.755127
	Iteration 15Q: 3 clusters Score -1632139 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1632217.500000 Penalty: 2873.755127
	Iteration 16Q: 3 clusters Score -1632218 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1632266.000000 Penalty: 2873.755127
	Iteration 17Q: 3 clusters Score -1632266 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1632306.875000 Penalty: 2873.755127
	Iteration 18Q: 3 clusters Score -1632307 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1632336.250000 Penalty: 2873.755127
	Iteration 19Q: 3 clusters Score -1632336 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1632355.500000 Penalty: 2873.755127
	Iteration 20F: 3 clusters Score -1632356 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1632374.250000 Penalty: 2873.755127
	Iteration 21Q: 3 clusters Score -1632374 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1632386.750000 Penalty: 2873.755127
	Iteration 22Q: 3 clusters Score -1632387 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1632399.250000 Penalty: 2873.755127
	Iteration 23Q: 3 clusters Score -1632399 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1632405.875000 Penalty: 2873.755127
	Iteration 24Q: 3 clusters Score -1632406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1632407.375000 Penalty: 2873.755127
	Iteration 25Q: 3 clusters Score -1632407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1632411.000000 Penalty: 2873.755127
	Iteration 26Q: 3 clusters Score -1632411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1632408.375000 Penalty: 2873.755127
	Iteration 27Q: 3 clusters Score -1632408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1632410.875000 Penalty: 2873.755127
	Iteration 28Q: 3 clusters Score -1632411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1632417.125000 Penalty: 2873.755127
	Iteration 29Q: 3 clusters Score -1632417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1632421.125000 Penalty: 2873.755127
	Iteration 30Q: 3 clusters Score -1632421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1632421.875000 Penalty: 2873.755127
	Iteration 31Q: 3 clusters Score -1632422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1632422.125000 Penalty: 2873.755127
	Iteration 32Q: 3 clusters Score -1632422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1632424.000000 Penalty: 2873.755127
	Iteration 33Q: 3 clusters Score -1632424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1632423.750000 Penalty: 2873.755127
	Iteration 34Q: 3 clusters Score -1632424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1632424.875000 Penalty: 2873.755127
	Iteration 35Q: 3 clusters Score -1632425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1632424.875000 Penalty: 2873.755127
	Iteration 36F: 3 clusters Score -1632425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Entering Unmasked Estep 
Score: -301114.062500 Penalty: 1186.508057
	Iteration 0F: 2 clusters Score -301114.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -298727.000000 Penalty: 2373.016113
	Iteration 0F: 3 clusters Score -298727 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -299355.906250 Penalty: 2373.016113
	Iteration 1F: 3 clusters Score -299355.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -299503.000000 Penalty: 2373.016113
	Iteration 2F: 3 clusters Score -299503 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -299582.656250 Penalty: 2373.016113
	Iteration 3Q: 3 clusters Score -299582.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -299633.406250 Penalty: 2373.016113
	Iteration 4Q: 3 clusters Score -299633.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -299656.375000 Penalty: 2373.016113
	Iteration 5Q: 3 clusters Score -299656.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -299668.875000 Penalty: 2373.016113
	Iteration 6Q: 3 clusters Score -299668.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -299676.906250 Penalty: 2373.016113
	Iteration 7Q: 3 clusters Score -299676.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -299684.343750 Penalty: 2373.016113
	Iteration 8Q: 3 clusters Score -299684.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -299692.437500 Penalty: 2373.016113
	Iteration 9Q: 3 clusters Score -299692.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -299700.906250 Penalty: 2373.016113
	Iteration 10Q: 3 clusters Score -299700.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -299707.312500 Penalty: 2373.016113
	Iteration 11Q: 3 clusters Score -299707.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -299711.250000 Penalty: 2373.016113
	Iteration 12Q: 3 clusters Score -299711.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -299713.906250 Penalty: 2373.016113
	Iteration 13Q: 3 clusters Score -299713.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -299719.812500 Penalty: 2373.016113
	Iteration 14Q: 3 clusters Score -299719.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -299724.375000 Penalty: 2373.016113
	Iteration 15Q: 3 clusters Score -299724.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -299729.125000 Penalty: 2373.016113
	Iteration 16Q: 3 clusters Score -299729.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -299731.343750 Penalty: 2373.016113
	Iteration 17Q: 3 clusters Score -299731.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -299738.281250 Penalty: 2373.016113
	Iteration 18Q: 3 clusters Score -299738.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -299745.281250 Penalty: 2373.016113
	Iteration 19Q: 3 clusters Score -299745.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -299749.187500 Penalty: 2373.016113
	Iteration 20F: 3 clusters Score -299749.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -299754.343750 Penalty: 2373.016113
	Iteration 21Q: 3 clusters Score -299754.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -299758.375000 Penalty: 2373.016113
	Iteration 22Q: 3 clusters Score -299758.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -299761.093750 Penalty: 2373.016113
	Iteration 23Q: 3 clusters Score -299761.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -299763.687500 Penalty: 2373.016113
	Iteration 24Q: 3 clusters Score -299763.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -299765.531250 Penalty: 2373.016113
	Iteration 25Q: 3 clusters Score -299765.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -299766.468750 Penalty: 2373.016113
	Iteration 26Q: 3 clusters Score -299766.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -299765.875000 Penalty: 2373.016113
	Iteration 27Q: 3 clusters Score -299765.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -299766.937500 Penalty: 2373.016113
	Iteration 28Q: 3 clusters Score -299766.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -299768.687500 Penalty: 2373.016113
	Iteration 29Q: 3 clusters Score -299768.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -299770.062500 Penalty: 2373.016113
	Iteration 30Q: 3 clusters Score -299770.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -299772.093750 Penalty: 2373.016113
	Iteration 31Q: 3 clusters Score -299772.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -299774.687500 Penalty: 2373.016113
	Iteration 32Q: 3 clusters Score -299774.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -299776.812500 Penalty: 2373.016113
	Iteration 33Q: 3 clusters Score -299776.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -299777.937500 Penalty: 2373.016113
	Iteration 34Q: 3 clusters Score -299777.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -299778.375000 Penalty: 2373.016113
	Iteration 35Q: 3 clusters Score -299778.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -299779.843750 Penalty: 2373.016113
	Iteration 36Q: 3 clusters Score -299779.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -299779.968750 Penalty: 2373.016113
	Iteration 37Q: 3 clusters Score -299780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -299779.593750 Penalty: 2373.016113
	Iteration 38Q: 3 clusters Score -299779.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -299780.000000 Penalty: 2373.016113
	Iteration 39Q: 3 clusters Score -299780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -299781.250000 Penalty: 2373.016113
	Iteration 40F: 3 clusters Score -299781.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -299780.812500 Penalty: 2373.016113
	Iteration 41Q: 3 clusters Score -299780.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -299781.031250 Penalty: 2373.016113
	Iteration 42Q: 3 clusters Score -299781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -299781.031250 Penalty: 2373.016113
	Iteration 43F: 3 clusters Score -299781 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Entering Unmasked Estep 
Score: -231065.406250 Penalty: 1165.226440
	Iteration 0F: 2 clusters Score -231065.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -228961.250000 Penalty: 2330.452881
	Iteration 0F: 3 clusters Score -228961.2 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -229616.000000 Penalty: 2330.452881
	Iteration 1F: 3 clusters Score -229616 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -229881.015625 Penalty: 2330.452881
	Iteration 2F: 3 clusters Score -229881 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -230041.046875 Penalty: 2330.452881
	Iteration 3F: 3 clusters Score -230041 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -230161.953125 Penalty: 2330.452881
	Iteration 4Q: 3 clusters Score -230162 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -230282.000000 Penalty: 2330.452881
	Iteration 5Q: 3 clusters Score -230282 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -230383.906250 Penalty: 2330.452881
	Iteration 6Q: 3 clusters Score -230383.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -230465.203125 Penalty: 2330.452881
	Iteration 7Q: 3 clusters Score -230465.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -230523.218750 Penalty: 2330.452881
	Iteration 8Q: 3 clusters Score -230523.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -230577.484375 Penalty: 2330.452881
	Iteration 9Q: 3 clusters Score -230577.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -230616.140625 Penalty: 2330.452881
	Iteration 10Q: 3 clusters Score -230616.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -230648.328125 Penalty: 2330.452881
	Iteration 11Q: 3 clusters Score -230648.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -230676.515625 Penalty: 2330.452881
	Iteration 12Q: 3 clusters Score -230676.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -230707.765625 Penalty: 2330.452881
	Iteration 13Q: 3 clusters Score -230707.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -230734.250000 Penalty: 2330.452881
	Iteration 14Q: 3 clusters Score -230734.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -230755.406250 Penalty: 2330.452881
	Iteration 15Q: 3 clusters Score -230755.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -230767.140625 Penalty: 2330.452881
	Iteration 16Q: 3 clusters Score -230767.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -230774.312500 Penalty: 2330.452881
	Iteration 17Q: 3 clusters Score -230774.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -230778.171875 Penalty: 2330.452881
	Iteration 18Q: 3 clusters Score -230778.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -230783.671875 Penalty: 2330.452881
	Iteration 19Q: 3 clusters Score -230783.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -230789.093750 Penalty: 2330.452881
	Iteration 20F: 3 clusters Score -230789.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -230795.546875 Penalty: 2330.452881
	Iteration 21Q: 3 clusters Score -230795.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -230800.468750 Penalty: 2330.452881
	Iteration 22Q: 3 clusters Score -230800.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -230802.031250 Penalty: 2330.452881
	Iteration 23Q: 3 clusters Score -230802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -230803.296875 Penalty: 2330.452881
	Iteration 24Q: 3 clusters Score -230803.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -230804.328125 Penalty: 2330.452881
	Iteration 25Q: 3 clusters Score -230804.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -230806.578125 Penalty: 2330.452881
	Iteration 26Q: 3 clusters Score -230806.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -230807.609375 Penalty: 2330.452881
	Iteration 27Q: 3 clusters Score -230807.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -230809.750000 Penalty: 2330.452881
	Iteration 28Q: 3 clusters Score -230809.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -230811.718750 Penalty: 2330.452881
	Iteration 29Q: 3 clusters Score -230811.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -230811.718750 Penalty: 2330.452881
	Iteration 30F: 3 clusters Score -230811.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (5087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Entering Unmasked Estep 
Score: -531237.000000 Penalty: 1269.925293
	Iteration 0F: 2 clusters Score -531237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -527501.937500 Penalty: 2539.850586
	Iteration 0F: 3 clusters Score -527501.9 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -528620.375000 Penalty: 2539.850586
	Iteration 1F: 3 clusters Score -528620.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -528851.625000 Penalty: 2539.850586
	Iteration 2F: 3 clusters Score -528851.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -528986.375000 Penalty: 2539.850586
	Iteration 3F: 3 clusters Score -528986.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -529071.437500 Penalty: 2539.850586
	Iteration 4Q: 3 clusters Score -529071.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -529116.750000 Penalty: 2539.850586
	Iteration 5Q: 3 clusters Score -529116.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -529161.812500 Penalty: 2539.850586
	Iteration 6Q: 3 clusters Score -529161.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -529206.500000 Penalty: 2539.850586
	Iteration 7Q: 3 clusters Score -529206.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -529240.125000 Penalty: 2539.850586
	Iteration 8Q: 3 clusters Score -529240.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -529268.937500 Penalty: 2539.850586
	Iteration 9Q: 3 clusters Score -529268.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -529307.500000 Penalty: 2539.850586
	Iteration 10Q: 3 clusters Score -529307.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -529337.375000 Penalty: 2539.850586
	Iteration 11Q: 3 clusters Score -529337.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -529364.687500 Penalty: 2539.850586
	Iteration 12Q: 3 clusters Score -529364.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -529387.937500 Penalty: 2539.850586
	Iteration 13Q: 3 clusters Score -529387.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -529407.500000 Penalty: 2539.850586
	Iteration 14Q: 3 clusters Score -529407.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -529431.812500 Penalty: 2539.850586
	Iteration 15Q: 3 clusters Score -529431.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -529458.812500 Penalty: 2539.850586
	Iteration 16Q: 3 clusters Score -529458.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -529485.625000 Penalty: 2539.850586
	Iteration 17Q: 3 clusters Score -529485.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -529509.312500 Penalty: 2539.850586
	Iteration 18Q: 3 clusters Score -529509.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -529525.125000 Penalty: 2539.850586
	Iteration 19Q: 3 clusters Score -529525.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -529540.750000 Penalty: 2539.850586
	Iteration 20F: 3 clusters Score -529540.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -529554.875000 Penalty: 2539.850586
	Iteration 21Q: 3 clusters Score -529554.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -529567.250000 Penalty: 2539.850586
	Iteration 22Q: 3 clusters Score -529567.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -529577.750000 Penalty: 2539.850586
	Iteration 23Q: 3 clusters Score -529577.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -529589.500000 Penalty: 2539.850586
	Iteration 24Q: 3 clusters Score -529589.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -529599.312500 Penalty: 2539.850586
	Iteration 25Q: 3 clusters Score -529599.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -529611.062500 Penalty: 2539.850586
	Iteration 26Q: 3 clusters Score -529611.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -529630.125000 Penalty: 2539.850586
	Iteration 27Q: 3 clusters Score -529630.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -529657.000000 Penalty: 2539.850586
	Iteration 28Q: 3 clusters Score -529657 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -529688.250000 Penalty: 2539.850586
	Iteration 29Q: 3 clusters Score -529688.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -529713.625000 Penalty: 2539.850586
	Iteration 30Q: 3 clusters Score -529713.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -529746.812500 Penalty: 2539.850586
	Iteration 31Q: 3 clusters Score -529746.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -529787.312500 Penalty: 2539.850586
	Iteration 32Q: 3 clusters Score -529787.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -529832.125000 Penalty: 2539.850586
	Iteration 33Q: 3 clusters Score -529832.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -529879.750000 Penalty: 2539.850586
	Iteration 34Q: 3 clusters Score -529879.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -529924.562500 Penalty: 2539.850586
	Iteration 35Q: 3 clusters Score -529924.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -529972.062500 Penalty: 2539.850586
	Iteration 36Q: 3 clusters Score -529972.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -530018.750000 Penalty: 2539.850586
	Iteration 37Q: 3 clusters Score -530018.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -530053.812500 Penalty: 2539.850586
	Iteration 38Q: 3 clusters Score -530053.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -530091.812500 Penalty: 2539.850586
	Iteration 39Q: 3 clusters Score -530091.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -530123.187500 Penalty: 2539.850586
	Iteration 40F: 3 clusters Score -530123.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -530147.625000 Penalty: 2539.850586
	Iteration 41Q: 3 clusters Score -530147.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -530170.312500 Penalty: 2539.850586
	Iteration 42Q: 3 clusters Score -530170.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -530183.937500 Penalty: 2539.850586
	Iteration 43Q: 3 clusters Score -530183.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -530196.062500 Penalty: 2539.850586
	Iteration 44Q: 3 clusters Score -530196.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -530208.812500 Penalty: 2539.850586
	Iteration 45Q: 3 clusters Score -530208.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -530218.062500 Penalty: 2539.850586
	Iteration 46Q: 3 clusters Score -530218.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -530224.750000 Penalty: 2539.850586
	Iteration 47Q: 3 clusters Score -530224.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -530228.625000 Penalty: 2539.850586
	Iteration 48Q: 3 clusters Score -530228.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -530233.812500 Penalty: 2539.850586
	Iteration 49Q: 3 clusters Score -530233.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -530237.812500 Penalty: 2539.850586
	Iteration 50Q: 3 clusters Score -530237.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -530243.250000 Penalty: 2539.850586
	Iteration 51Q: 3 clusters Score -530243.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -530247.187500 Penalty: 2539.850586
	Iteration 52Q: 3 clusters Score -530247.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -530250.375000 Penalty: 2539.850586
	Iteration 53Q: 3 clusters Score -530250.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -530251.750000 Penalty: 2539.850586
	Iteration 54Q: 3 clusters Score -530251.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -530252.562500 Penalty: 2539.850586
	Iteration 55Q: 3 clusters Score -530252.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -530253.000000 Penalty: 2539.850586
	Iteration 56Q: 3 clusters Score -530253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -530254.687500 Penalty: 2539.850586
	Iteration 57Q: 3 clusters Score -530254.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -530254.687500 Penalty: 2539.850586
	Iteration 58F: 3 clusters Score -530254.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Entering Unmasked Estep 
Score: -171574.859375 Penalty: 1126.941406
	Iteration 0F: 2 clusters Score -171574.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -169745.703125 Penalty: 2253.882812
	Iteration 0F: 3 clusters Score -169745.7 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -170206.296875 Penalty: 2253.882812
	Iteration 1F: 3 clusters Score -170206.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -170343.656250 Penalty: 2253.882812
	Iteration 2F: 3 clusters Score -170343.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -170425.484375 Penalty: 2253.882812
	Iteration 3Q: 3 clusters Score -170425.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -170482.937500 Penalty: 2253.882812
	Iteration 4Q: 3 clusters Score -170482.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -170524.687500 Penalty: 2253.882812
	Iteration 5Q: 3 clusters Score -170524.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -170551.843750 Penalty: 2253.882812
	Iteration 6Q: 3 clusters Score -170551.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -170566.062500 Penalty: 2253.882812
	Iteration 7Q: 3 clusters Score -170566.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -170576.000000 Penalty: 2253.882812
	Iteration 8Q: 3 clusters Score -170576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -170583.812500 Penalty: 2253.882812
	Iteration 9Q: 3 clusters Score -170583.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -170596.531250 Penalty: 2253.882812
	Iteration 10Q: 3 clusters Score -170596.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -170611.468750 Penalty: 2253.882812
	Iteration 11Q: 3 clusters Score -170611.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -170629.046875 Penalty: 2253.882812
	Iteration 12Q: 3 clusters Score -170629 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -170652.468750 Penalty: 2253.882812
	Iteration 13Q: 3 clusters Score -170652.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -170683.125000 Penalty: 2253.882812
	Iteration 14Q: 3 clusters Score -170683.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -170703.968750 Penalty: 2253.882812
	Iteration 15Q: 3 clusters Score -170704 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -170725.390625 Penalty: 2253.882812
	Iteration 16Q: 3 clusters Score -170725.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -170741.437500 Penalty: 2253.882812
	Iteration 17Q: 3 clusters Score -170741.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -170748.765625 Penalty: 2253.882812
	Iteration 18Q: 3 clusters Score -170748.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -170753.265625 Penalty: 2253.882812
	Iteration 19Q: 3 clusters Score -170753.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -170754.984375 Penalty: 2253.882812
	Iteration 20F: 3 clusters Score -170755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -170757.984375 Penalty: 2253.882812
	Iteration 21Q: 3 clusters Score -170758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -170762.234375 Penalty: 2253.882812
	Iteration 22Q: 3 clusters Score -170762.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -170764.562500 Penalty: 2253.882812
	Iteration 23Q: 3 clusters Score -170764.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -170766.578125 Penalty: 2253.882812
	Iteration 24Q: 3 clusters Score -170766.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -170769.812500 Penalty: 2253.882812
	Iteration 25Q: 3 clusters Score -170769.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -170771.968750 Penalty: 2253.882812
	Iteration 26Q: 3 clusters Score -170772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -170775.015625 Penalty: 2253.882812
	Iteration 27Q: 3 clusters Score -170775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -170779.718750 Penalty: 2253.882812
	Iteration 28Q: 3 clusters Score -170779.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -170782.046875 Penalty: 2253.882812
	Iteration 29Q: 3 clusters Score -170782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -170784.078125 Penalty: 2253.882812
	Iteration 30Q: 3 clusters Score -170784.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -170787.281250 Penalty: 2253.882812
	Iteration 31Q: 3 clusters Score -170787.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -170787.687500 Penalty: 2253.882812
	Iteration 32Q: 3 clusters Score -170787.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -170787.687500 Penalty: 2253.882812
	Iteration 33F: 3 clusters Score -170787.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Entering Unmasked Estep 
Score: -147955.765625 Penalty: 1067.826782
	Iteration 0F: 2 clusters Score -147955.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -146499.625000 Penalty: 2135.653564
	Iteration 0F: 3 clusters Score -146499.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -146806.062500 Penalty: 2135.653564
	Iteration 1F: 3 clusters Score -146806.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -146913.046875 Penalty: 2135.653564
	Iteration 2F: 3 clusters Score -146913 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -146973.750000 Penalty: 2135.653564
	Iteration 3Q: 3 clusters Score -146973.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -147011.078125 Penalty: 2135.653564
	Iteration 4Q: 3 clusters Score -147011.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -147045.843750 Penalty: 2135.653564
	Iteration 5Q: 3 clusters Score -147045.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -147070.609375 Penalty: 2135.653564
	Iteration 6Q: 3 clusters Score -147070.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -147081.906250 Penalty: 2135.653564
	Iteration 7Q: 3 clusters Score -147081.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -147097.046875 Penalty: 2135.653564
	Iteration 8Q: 3 clusters Score -147097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -147104.265625 Penalty: 2135.653564
	Iteration 9Q: 3 clusters Score -147104.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -147107.015625 Penalty: 2135.653564
	Iteration 10Q: 3 clusters Score -147107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -147111.437500 Penalty: 2135.653564
	Iteration 11Q: 3 clusters Score -147111.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -147114.234375 Penalty: 2135.653564
	Iteration 12Q: 3 clusters Score -147114.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -147115.296875 Penalty: 2135.653564
	Iteration 13Q: 3 clusters Score -147115.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -147116.312500 Penalty: 2135.653564
	Iteration 14Q: 3 clusters Score -147116.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -147118.890625 Penalty: 2135.653564
	Iteration 15Q: 3 clusters Score -147118.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -147121.921875 Penalty: 2135.653564
	Iteration 16Q: 3 clusters Score -147121.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -147124.125000 Penalty: 2135.653564
	Iteration 17Q: 3 clusters Score -147124.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -147125.140625 Penalty: 2135.653564
	Iteration 18Q: 3 clusters Score -147125.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -147125.140625 Penalty: 2135.653564
	Iteration 19F: 3 clusters Score -147125.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (11567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Entering Unmasked Estep 
Score: -1118154.125000 Penalty: 1392.159668
	Iteration 0F: 2 clusters Score -1118154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1110390.125000 Penalty: 2784.319336
	Iteration 0F: 3 clusters Score -1110390 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1113054.625000 Penalty: 2784.319336
	Iteration 1F: 3 clusters Score -1113055 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1113327.000000 Penalty: 2784.319336
	Iteration 2F: 3 clusters Score -1113327 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1113523.750000 Penalty: 2784.319336
	Iteration 3Q: 3 clusters Score -1113524 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1113664.500000 Penalty: 2784.319336
	Iteration 4Q: 3 clusters Score -1113664 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1113796.000000 Penalty: 2784.319336
	Iteration 5Q: 3 clusters Score -1113796 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1113927.750000 Penalty: 2784.319336
	Iteration 6Q: 3 clusters Score -1113928 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1114107.250000 Penalty: 2784.319336
	Iteration 7Q: 3 clusters Score -1114107 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1114325.875000 Penalty: 2784.319336
	Iteration 8Q: 3 clusters Score -1114326 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1114593.625000 Penalty: 2784.319336
	Iteration 9Q: 3 clusters Score -1114594 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1114885.000000 Penalty: 2784.319336
	Iteration 10Q: 3 clusters Score -1114885 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1115218.875000 Penalty: 2784.319336
	Iteration 11Q: 3 clusters Score -1115219 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1115595.000000 Penalty: 2784.319336
	Iteration 12Q: 3 clusters Score -1115595 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1115957.750000 Penalty: 2784.319336
	Iteration 13Q: 3 clusters Score -1115958 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1116306.750000 Penalty: 2784.319336
	Iteration 14Q: 3 clusters Score -1116307 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1116586.375000 Penalty: 2784.319336
	Iteration 15Q: 3 clusters Score -1116586 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1116793.625000 Penalty: 2784.319336
	Iteration 16Q: 3 clusters Score -1116794 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1116956.875000 Penalty: 2784.319336
	Iteration 17Q: 3 clusters Score -1116957 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1117069.750000 Penalty: 2784.319336
	Iteration 18Q: 3 clusters Score -1117070 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1117131.375000 Penalty: 2784.319336
	Iteration 19Q: 3 clusters Score -1117131 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1117171.375000 Penalty: 2784.319336
	Iteration 20F: 3 clusters Score -1117171 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -1117191.750000 Penalty: 2784.319336
	Iteration 21Q: 3 clusters Score -1117192 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -1117215.250000 Penalty: 2784.319336
	Iteration 22Q: 3 clusters Score -1117215 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1117233.125000 Penalty: 2784.319336
	Iteration 23Q: 3 clusters Score -1117233 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -1117250.000000 Penalty: 2784.319336
	Iteration 24Q: 3 clusters Score -1117250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1117257.875000 Penalty: 2784.319336
	Iteration 25Q: 3 clusters Score -1117258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1117265.125000 Penalty: 2784.319336
	Iteration 26Q: 3 clusters Score -1117265 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1117280.250000 Penalty: 2784.319336
	Iteration 27Q: 3 clusters Score -1117280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -1117292.125000 Penalty: 2784.319336
	Iteration 28Q: 3 clusters Score -1117292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -1117301.500000 Penalty: 2784.319336
	Iteration 29Q: 3 clusters Score -1117302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1117310.500000 Penalty: 2784.319336
	Iteration 30Q: 3 clusters Score -1117310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1117315.750000 Penalty: 2784.319336
	Iteration 31Q: 3 clusters Score -1117316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -1117322.125000 Penalty: 2784.319336
	Iteration 32Q: 3 clusters Score -1117322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1117325.500000 Penalty: 2784.319336
	Iteration 33Q: 3 clusters Score -1117326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1117328.625000 Penalty: 2784.319336
	Iteration 34Q: 3 clusters Score -1117329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1117330.125000 Penalty: 2784.319336
	Iteration 35Q: 3 clusters Score -1117330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -1117332.000000 Penalty: 2784.319336
	Iteration 36Q: 3 clusters Score -1117332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1117334.375000 Penalty: 2784.319336
	Iteration 37Q: 3 clusters Score -1117334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1117339.250000 Penalty: 2784.319336
	Iteration 38Q: 3 clusters Score -1117339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -1117344.000000 Penalty: 2784.319336
	Iteration 39Q: 3 clusters Score -1117344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -1117344.000000 Penalty: 2784.319336
	Iteration 40F: 3 clusters Score -1117344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -1117345.125000 Penalty: 2784.319336
	Iteration 41Q: 3 clusters Score -1117345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1117346.625000 Penalty: 2784.319336
	Iteration 42Q: 3 clusters Score -1117347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1117346.625000 Penalty: 2784.319336
	Iteration 43F: 3 clusters Score -1117347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (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: -163932.984375 Penalty: 1110.804321
	Iteration 0F: 2 clusters Score -163933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -162235.906250 Penalty: 2221.608643
	Iteration 0F: 3 clusters Score -162235.9 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -162639.000000 Penalty: 2221.608643
	Iteration 1F: 3 clusters Score -162639 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -162772.843750 Penalty: 2221.608643
	Iteration 2F: 3 clusters Score -162772.8 nChanged 71
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: -162830.171875 Penalty: 2221.608643
	Iteration 3Q: 3 clusters Score -162830.2 nChanged 44
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: -162866.140625 Penalty: 2221.608643
	Iteration 4Q: 3 clusters Score -162866.1 nChanged 28
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: -162885.734375 Penalty: 2221.608643
	Iteration 5Q: 3 clusters Score -162885.7 nChanged 11
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: -162894.875000 Penalty: 2221.608643
	Iteration 6Q: 3 clusters Score -162894.9 nChanged 10
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: -162903.203125 Penalty: 2221.608643
	Iteration 7Q: 3 clusters Score -162903.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -162910.031250 Penalty: 2221.608643
	Iteration 8Q: 3 clusters Score -162910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -162914.578125 Penalty: 2221.608643
	Iteration 9Q: 3 clusters Score -162914.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -162917.359375 Penalty: 2221.608643
	Iteration 10Q: 3 clusters Score -162917.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -162917.656250 Penalty: 2221.608643
	Iteration 11Q: 3 clusters Score -162917.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -162917.656250 Penalty: 2221.608643
	Iteration 12F: 3 clusters Score -162917.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (1377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Entering Unmasked Estep 
Score: -138490.484375 Penalty: 1075.476196
	Iteration 0F: 2 clusters Score -138490.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -136987.812500 Penalty: 2150.952393
	Iteration 0F: 3 clusters Score -136987.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -137284.218750 Penalty: 2150.952393
	Iteration 1F: 3 clusters Score -137284.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -137365.625000 Penalty: 2150.952393
	Iteration 2F: 3 clusters Score -137365.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -137414.125000 Penalty: 2150.952393
	Iteration 3Q: 3 clusters Score -137414.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -137450.046875 Penalty: 2150.952393
	Iteration 4Q: 3 clusters Score -137450 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -137474.140625 Penalty: 2150.952393
	Iteration 5Q: 3 clusters Score -137474.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -137496.453125 Penalty: 2150.952393
	Iteration 6Q: 3 clusters Score -137496.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -137509.359375 Penalty: 2150.952393
	Iteration 7Q: 3 clusters Score -137509.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -137517.031250 Penalty: 2150.952393
	Iteration 8Q: 3 clusters Score -137517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -137524.765625 Penalty: 2150.952393
	Iteration 9Q: 3 clusters Score -137524.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -137533.078125 Penalty: 2150.952393
	Iteration 10Q: 3 clusters Score -137533.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -137542.187500 Penalty: 2150.952393
	Iteration 11Q: 3 clusters Score -137542.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -137548.625000 Penalty: 2150.952393
	Iteration 12Q: 3 clusters Score -137548.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -137554.234375 Penalty: 2150.952393
	Iteration 13Q: 3 clusters Score -137554.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -137556.609375 Penalty: 2150.952393
	Iteration 14Q: 3 clusters Score -137556.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -137558.015625 Penalty: 2150.952393
	Iteration 15Q: 3 clusters Score -137558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -137559.296875 Penalty: 2150.952393
	Iteration 16Q: 3 clusters Score -137559.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -137560.109375 Penalty: 2150.952393
	Iteration 17Q: 3 clusters Score -137560.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -137560.781250 Penalty: 2150.952393
	Iteration 18Q: 3 clusters Score -137560.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -137560.781250 Penalty: 2150.952393
	Iteration 19F: 3 clusters Score -137560.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (21340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Entering Unmasked Estep 
Score: -2160465.500000 Penalty: 1483.288818
	Iteration 0F: 2 clusters Score -2160466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -2146582.000000 Penalty: 2966.577637
	Iteration 0F: 3 clusters Score -2146582 nChanged 9387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -2151856.500000 Penalty: 2966.577637
	Iteration 1F: 3 clusters Score -2151856 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -2152427.750000 Penalty: 2966.577637
	Iteration 2F: 3 clusters Score -2152428 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -2152994.250000 Penalty: 2966.577637
	Iteration 3F: 3 clusters Score -2152994 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -2153543.000000 Penalty: 2966.577637
	Iteration 4F: 3 clusters Score -2153543 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -2154079.750000 Penalty: 2966.577637
	Iteration 5Q: 3 clusters Score -2154080 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -2154674.750000 Penalty: 2966.577637
	Iteration 6Q: 3 clusters Score -2154675 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -2155329.000000 Penalty: 2966.577637
	Iteration 7Q: 3 clusters Score -2155329 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -2156031.500000 Penalty: 2966.577637
	Iteration 8F: 3 clusters Score -2156032 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -2156733.250000 Penalty: 2966.577637
	Iteration 9F: 3 clusters Score -2156733 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -2157294.000000 Penalty: 2966.577637
	Iteration 10Q: 3 clusters Score -2157294 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -2157679.500000 Penalty: 2966.577637
	Iteration 11Q: 3 clusters Score -2157680 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -2157909.500000 Penalty: 2966.577637
	Iteration 12Q: 3 clusters Score -2157910 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -2158056.500000 Penalty: 2966.577637
	Iteration 13Q: 3 clusters Score -2158056 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -2158164.000000 Penalty: 2966.577637
	Iteration 14Q: 3 clusters Score -2158164 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -2158226.250000 Penalty: 2966.577637
	Iteration 15Q: 3 clusters Score -2158226 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -2158287.750000 Penalty: 2966.577637
	Iteration 16Q: 3 clusters Score -2158288 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -2158325.250000 Penalty: 2966.577637
	Iteration 17Q: 3 clusters Score -2158325 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -2158370.000000 Penalty: 2966.577637
	Iteration 18Q: 3 clusters Score -2158370 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -2158418.250000 Penalty: 2966.577637
	Iteration 19Q: 3 clusters Score -2158418 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -2158433.750000 Penalty: 2966.577637
	Iteration 20F: 3 clusters Score -2158434 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -2158448.250000 Penalty: 2966.577637
	Iteration 21Q: 3 clusters Score -2158448 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -2158462.000000 Penalty: 2966.577637
	Iteration 22Q: 3 clusters Score -2158462 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -2158463.500000 Penalty: 2966.577637
	Iteration 23Q: 3 clusters Score -2158464 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -2158456.000000 Penalty: 2966.577637
	Iteration 24Q: 3 clusters Score -2158456 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -2158480.250000 Penalty: 2966.577637
	Iteration 25Q: 3 clusters Score -2158480 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -2158486.750000 Penalty: 2966.577637
	Iteration 26Q: 3 clusters Score -2158487 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -2158493.500000 Penalty: 2966.577637
	Iteration 27Q: 3 clusters Score -2158494 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -2158491.500000 Penalty: 2966.577637
	Iteration 28Q: 3 clusters Score -2158492 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -2158501.000000 Penalty: 2966.577637
	Iteration 29Q: 3 clusters Score -2158501 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -2158508.500000 Penalty: 2966.577637
	Iteration 30Q: 3 clusters Score -2158508 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -2158509.000000 Penalty: 2966.577637
	Iteration 31Q: 3 clusters Score -2158509 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -2158511.500000 Penalty: 2966.577637
	Iteration 32Q: 3 clusters Score -2158512 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -2158516.750000 Penalty: 2966.577637
	Iteration 33Q: 3 clusters Score -2158517 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -2158521.750000 Penalty: 2966.577637
	Iteration 34Q: 3 clusters Score -2158522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -2158522.250000 Penalty: 2966.577637
	Iteration 35Q: 3 clusters Score -2158522 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -2158519.750000 Penalty: 2966.577637
	Iteration 36Q: 3 clusters Score -2158520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -2158521.250000 Penalty: 2966.577637
	Iteration 37Q: 3 clusters Score -2158521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -2158522.750000 Penalty: 2966.577637
	Iteration 38Q: 3 clusters Score -2158523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -2158523.000000 Penalty: 2966.577637
	Iteration 39Q: 3 clusters Score -2158523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -2158523.750000 Penalty: 2966.577637
	Iteration 40F: 3 clusters Score -2158524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -2158526.750000 Penalty: 2966.577637
	Iteration 41Q: 3 clusters Score -2158527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -2158526.750000 Penalty: 2966.577637
	Iteration 42Q: 3 clusters Score -2158527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -2158530.000000 Penalty: 2966.577637
	Iteration 43Q: 3 clusters Score -2158530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -2158527.250000 Penalty: 2966.577637
	Iteration 44Q: 3 clusters Score -2158527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -2158528.000000 Penalty: 2966.577637
	Iteration 45Q: 3 clusters Score -2158528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -2158528.000000 Penalty: 2966.577637
	Iteration 46Q: 3 clusters Score -2158528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -2158529.000000 Penalty: 2966.577637
	Iteration 47Q: 3 clusters Score -2158529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -2158528.250000 Penalty: 2966.577637
	Iteration 48Q: 3 clusters Score -2158528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -2158529.750000 Penalty: 2966.577637
	Iteration 49Q: 3 clusters Score -2158530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -2158525.000000 Penalty: 2966.577637
	Iteration 50Q: 3 clusters Score -2158525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -2158526.500000 Penalty: 2966.577637
	Iteration 51Q: 3 clusters Score -2158526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -2158525.000000 Penalty: 2966.577637
	Iteration 52Q: 3 clusters Score -2158525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -2158528.750000 Penalty: 2966.577637
	Iteration 53Q: 3 clusters Score -2158529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -2158526.000000 Penalty: 2966.577637
	Iteration 54Q: 3 clusters Score -2158526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -2158524.750000 Penalty: 2966.577637
	Iteration 55Q: 3 clusters Score -2158525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -2158523.000000 Penalty: 2966.577637
	Iteration 56Q: 3 clusters Score -2158523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -2158523.000000 Penalty: 2966.577637
	Iteration 57F: 3 clusters Score -2158523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Entering Unmasked Estep 
Score: -78916.789062 Penalty: 1022.263977
	Iteration 0F: 2 clusters Score -78916.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -77685.585938 Penalty: 2044.527954
	Iteration 0F: 3 clusters Score -77685.59 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -77943.570312 Penalty: 2044.527954
	Iteration 1F: 3 clusters Score -77943.57 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -78026.789062 Penalty: 2044.527954
	Iteration 2F: 3 clusters Score -78026.79 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -78068.023438 Penalty: 2044.527954
	Iteration 3Q: 3 clusters Score -78068.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -78091.921875 Penalty: 2044.527954
	Iteration 4Q: 3 clusters Score -78091.92 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -78114.625000 Penalty: 2044.527954
	Iteration 5Q: 3 clusters Score -78114.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -78131.289062 Penalty: 2044.527954
	Iteration 6Q: 3 clusters Score -78131.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -78143.492188 Penalty: 2044.527954
	Iteration 7Q: 3 clusters Score -78143.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -78151.992188 Penalty: 2044.527954
	Iteration 8Q: 3 clusters Score -78151.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -78154.554688 Penalty: 2044.527954
	Iteration 9Q: 3 clusters Score -78154.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -78155.312500 Penalty: 2044.527954
	Iteration 10Q: 3 clusters Score -78155.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -78157.382812 Penalty: 2044.527954
	Iteration 11Q: 3 clusters Score -78157.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -78157.382812 Penalty: 2044.527954
	Iteration 12F: 3 clusters Score -78157.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61510 members 
Mstep: Class 2 contains 10431 members 
Mstep: Class 3 contains 6978 members 
Mstep: Class 4 contains 48074 members 
Mstep: Class 5 contains 8333 members 
Mstep: Class 6 contains 11571 members 
Mstep: Class 7 contains 56204 members 
Mstep: Class 8 contains 10565 members 
Mstep: Class 9 contains 11016 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7469 members 
Mstep: Class 13 contains 18923 members 
Mstep: Class 14 contains 37767 members 
Mstep: Class 15 contains 16490 members 
Mstep: Class 16 contains 22552 members 
Mstep: Class 17 contains 28493 members 
Mstep: Class 18 contains 19712 members 
Mstep: Class 19 contains 1507 members 
Mstep: Class 20 contains 202111 members 
Mstep: Class 21 contains 12300 members 
Mstep: Class 22 contains 1777 members 
Mstep: Class 23 contains 6288 members 
Mstep: Class 24 contains 2138 members 
Mstep: Class 25 contains 36542 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14797 members 
Mstep: Class 28 contains 19862 members 
Mstep: Class 29 contains 37496 members 
Mstep: Class 30 contains 10764 members 
Mstep: Class 31 contains 9155 members 
Mstep: Class 32 contains 989 members 
Mstep: Class 33 contains 8002 members 
Mstep: Class 34 contains 4031 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1596 members 
Mstep: Class 37 contains 4218 members 
Mstep: Class 38 contains 3403 members 
Mstep: Class 39 contains 33922 members 
Mstep: Class 40 contains 18018 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2517 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1946 members 
Mstep: Class 46 contains 1308 members 
Mstep: Class 47 contains 11567 members 
Mstep: Class 48 contains 1746 members 
Mstep: Class 49 contains 1377 members 
Mstep: Class 50 contains 21340 members 
Mstep: Class 51 contains 963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131264.000000 Penalty: 104041.984375
Iteration 279Q: 52 clusters Score -8.813126e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61515 members 
Mstep: Class 2 contains 10432 members 
Mstep: Class 3 contains 6978 members 
Mstep: Class 4 contains 48072 members 
Mstep: Class 5 contains 8331 members 
Mstep: Class 6 contains 11571 members 
Mstep: Class 7 contains 56200 members 
Mstep: Class 8 contains 10564 members 
Mstep: Class 9 contains 11016 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7470 members 
Mstep: Class 13 contains 18924 members 
Mstep: Class 14 contains 37767 members 
Mstep: Class 15 contains 16487 members 
Mstep: Class 16 contains 22552 members 
Mstep: Class 17 contains 28492 members 
Mstep: Class 18 contains 19712 members 
Mstep: Class 19 contains 1506 members 
Mstep: Class 20 contains 202111 members 
Mstep: Class 21 contains 12298 members 
Mstep: Class 22 contains 1777 members 
Mstep: Class 23 contains 6284 members 
Mstep: Class 24 contains 2138 members 
Mstep: Class 25 contains 36541 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14797 members 
Mstep: Class 28 contains 19852 members 
Mstep: Class 29 contains 37496 members 
Mstep: Class 30 contains 10767 members 
Mstep: Class 31 contains 9156 members 
Mstep: Class 32 contains 989 members 
Mstep: Class 33 contains 8002 members 
Mstep: Class 34 contains 4032 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1596 members 
Mstep: Class 37 contains 4222 members 
Mstep: Class 38 contains 3403 members 
Mstep: Class 39 contains 33926 members 
Mstep: Class 40 contains 18018 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2518 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1945 members 
Mstep: Class 46 contains 1308 members 
Mstep: Class 47 contains 11575 members 
Mstep: Class 48 contains 1749 members 
Mstep: Class 49 contains 1377 members 
Mstep: Class 50 contains 21339 members 
Mstep: Class 51 contains 963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131248.000000 Penalty: 104041.984375
Iteration 280F: 52 clusters Score -8.813125e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61517 members 
Mstep: Class 2 contains 10432 members 
Mstep: Class 3 contains 6978 members 
Mstep: Class 4 contains 48071 members 
Mstep: Class 5 contains 8332 members 
Mstep: Class 6 contains 11571 members 
Mstep: Class 7 contains 56195 members 
Mstep: Class 8 contains 10562 members 
Mstep: Class 9 contains 11016 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7471 members 
Mstep: Class 13 contains 18924 members 
Mstep: Class 14 contains 37767 members 
Mstep: Class 15 contains 16485 members 
Mstep: Class 16 contains 22554 members 
Mstep: Class 17 contains 28491 members 
Mstep: Class 18 contains 19715 members 
Mstep: Class 19 contains 1507 members 
Mstep: Class 20 contains 202111 members 
Mstep: Class 21 contains 12297 members 
Mstep: Class 22 contains 1777 members 
Mstep: Class 23 contains 6279 members 
Mstep: Class 24 contains 2139 members 
Mstep: Class 25 contains 36540 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14798 members 
Mstep: Class 28 contains 19844 members 
Mstep: Class 29 contains 37496 members 
Mstep: Class 30 contains 10771 members 
Mstep: Class 31 contains 9157 members 
Mstep: Class 32 contains 989 members 
Mstep: Class 33 contains 8002 members 
Mstep: Class 34 contains 4032 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1596 members 
Mstep: Class 37 contains 4226 members 
Mstep: Class 38 contains 3403 members 
Mstep: Class 39 contains 33929 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2519 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1944 members 
Mstep: Class 46 contains 1308 members 
Mstep: Class 47 contains 11579 members 
Mstep: Class 48 contains 1751 members 
Mstep: Class 49 contains 1377 members 
Mstep: Class 50 contains 21336 members 
Mstep: Class 51 contains 963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131216.000000 Penalty: 104041.984375
Iteration 281Q: 52 clusters Score -8.813122e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61521 members 
Mstep: Class 2 contains 10432 members 
Mstep: Class 3 contains 6978 members 
Mstep: Class 4 contains 48070 members 
Mstep: Class 5 contains 8331 members 
Mstep: Class 6 contains 11571 members 
Mstep: Class 7 contains 56187 members 
Mstep: Class 8 contains 10561 members 
Mstep: Class 9 contains 11016 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7471 members 
Mstep: Class 13 contains 18924 members 
Mstep: Class 14 contains 37767 members 
Mstep: Class 15 contains 16483 members 
Mstep: Class 16 contains 22552 members 
Mstep: Class 17 contains 28491 members 
Mstep: Class 18 contains 19714 members 
Mstep: Class 19 contains 1508 members 
Mstep: Class 20 contains 202112 members 
Mstep: Class 21 contains 12297 members 
Mstep: Class 22 contains 1777 members 
Mstep: Class 23 contains 6277 members 
Mstep: Class 24 contains 2140 members 
Mstep: Class 25 contains 36539 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14801 members 
Mstep: Class 28 contains 19833 members 
Mstep: Class 29 contains 37496 members 
Mstep: Class 30 contains 10774 members 
Mstep: Class 31 contains 9158 members 
Mstep: Class 32 contains 989 members 
Mstep: Class 33 contains 8002 members 
Mstep: Class 34 contains 4033 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1596 members 
Mstep: Class 37 contains 4231 members 
Mstep: Class 38 contains 3403 members 
Mstep: Class 39 contains 33932 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2519 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1944 members 
Mstep: Class 46 contains 1308 members 
Mstep: Class 47 contains 11586 members 
Mstep: Class 48 contains 1752 members 
Mstep: Class 49 contains 1377 members 
Mstep: Class 50 contains 21335 members 
Mstep: Class 51 contains 963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131208.000000 Penalty: 104041.984375
Iteration 282Q: 52 clusters Score -8.813121e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61524 members 
Mstep: Class 2 contains 10432 members 
Mstep: Class 3 contains 6978 members 
Mstep: Class 4 contains 48070 members 
Mstep: Class 5 contains 8332 members 
Mstep: Class 6 contains 11571 members 
Mstep: Class 7 contains 56183 members 
Mstep: Class 8 contains 10558 members 
Mstep: Class 9 contains 11016 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7471 members 
Mstep: Class 13 contains 18924 members 
Mstep: Class 14 contains 37767 members 
Mstep: Class 15 contains 16482 members 
Mstep: Class 16 contains 22552 members 
Mstep: Class 17 contains 28489 members 
Mstep: Class 18 contains 19712 members 
Mstep: Class 19 contains 1508 members 
Mstep: Class 20 contains 202109 members 
Mstep: Class 21 contains 12296 members 
Mstep: Class 22 contains 1777 members 
Mstep: Class 23 contains 6272 members 
Mstep: Class 24 contains 2141 members 
Mstep: Class 25 contains 36539 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14805 members 
Mstep: Class 28 contains 19830 members 
Mstep: Class 29 contains 37496 members 
Mstep: Class 30 contains 10776 members 
Mstep: Class 31 contains 9158 members 
Mstep: Class 32 contains 989 members 
Mstep: Class 33 contains 8002 members 
Mstep: Class 34 contains 4033 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1596 members 
Mstep: Class 37 contains 4237 members 
Mstep: Class 38 contains 3404 members 
Mstep: Class 39 contains 33933 members 
Mstep: Class 40 contains 18016 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2518 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1944 members 
Mstep: Class 46 contains 1308 members 
Mstep: Class 47 contains 11592 members 
Mstep: Class 48 contains 1752 members 
Mstep: Class 49 contains 1377 members 
Mstep: Class 50 contains 21336 members 
Mstep: Class 51 contains 963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131256.000000 Penalty: 104041.984375
Iteration 283Q: 52 clusters Score -8.813126e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61524 members 
Mstep: Class 2 contains 10433 members 
Mstep: Class 3 contains 6979 members 
Mstep: Class 4 contains 48069 members 
Mstep: Class 5 contains 8332 members 
Mstep: Class 6 contains 11571 members 
Mstep: Class 7 contains 56181 members 
Mstep: Class 8 contains 10557 members 
Mstep: Class 9 contains 11016 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7472 members 
Mstep: Class 13 contains 18924 members 
Mstep: Class 14 contains 37765 members 
Mstep: Class 15 contains 16481 members 
Mstep: Class 16 contains 22553 members 
Mstep: Class 17 contains 28486 members 
Mstep: Class 18 contains 19709 members 
Mstep: Class 19 contains 1508 members 
Mstep: Class 20 contains 202111 members 
Mstep: Class 21 contains 12296 members 
Mstep: Class 22 contains 1777 members 
Mstep: Class 23 contains 6266 members 
Mstep: Class 24 contains 2142 members 
Mstep: Class 25 contains 36539 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14805 members 
Mstep: Class 28 contains 19828 members 
Mstep: Class 29 contains 37495 members 
Mstep: Class 30 contains 10777 members 
Mstep: Class 31 contains 9159 members 
Mstep: Class 32 contains 989 members 
Mstep: Class 33 contains 8002 members 
Mstep: Class 34 contains 4033 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1596 members 
Mstep: Class 37 contains 4242 members 
Mstep: Class 38 contains 3405 members 
Mstep: Class 39 contains 33934 members 
Mstep: Class 40 contains 18016 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2518 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1944 members 
Mstep: Class 46 contains 1308 members 
Mstep: Class 47 contains 11600 members 
Mstep: Class 48 contains 1752 members 
Mstep: Class 49 contains 1377 members 
Mstep: Class 50 contains 21335 members 
Mstep: Class 51 contains 963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131176.000000 Penalty: 104041.984375
Iteration 284Q: 52 clusters Score -8.813118e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61528 members 
Mstep: Class 2 contains 10434 members 
Mstep: Class 3 contains 6979 members 
Mstep: Class 4 contains 48068 members 
Mstep: Class 5 contains 8332 members 
Mstep: Class 6 contains 11571 members 
Mstep: Class 7 contains 56176 members 
Mstep: Class 8 contains 10557 members 
Mstep: Class 9 contains 11016 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7473 members 
Mstep: Class 13 contains 18923 members 
Mstep: Class 14 contains 37765 members 
Mstep: Class 15 contains 16481 members 
Mstep: Class 16 contains 22555 members 
Mstep: Class 17 contains 28485 members 
Mstep: Class 18 contains 19708 members 
Mstep: Class 19 contains 1507 members 
Mstep: Class 20 contains 202111 members 
Mstep: Class 21 contains 12296 members 
Mstep: Class 22 contains 1777 members 
Mstep: Class 23 contains 6263 members 
Mstep: Class 24 contains 2143 members 
Mstep: Class 25 contains 36538 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14804 members 
Mstep: Class 28 contains 19822 members 
Mstep: Class 29 contains 37495 members 
Mstep: Class 30 contains 10777 members 
Mstep: Class 31 contains 9159 members 
Mstep: Class 32 contains 989 members 
Mstep: Class 33 contains 8002 members 
Mstep: Class 34 contains 4033 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1596 members 
Mstep: Class 37 contains 4244 members 
Mstep: Class 38 contains 3406 members 
Mstep: Class 39 contains 33935 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2518 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1945 members 
Mstep: Class 46 contains 1308 members 
Mstep: Class 47 contains 11606 members 
Mstep: Class 48 contains 1752 members 
Mstep: Class 49 contains 1377 members 
Mstep: Class 50 contains 21335 members 
Mstep: Class 51 contains 963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131184.000000 Penalty: 104041.984375
Iteration 285Q: 52 clusters Score -8.813118e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61534 members 
Mstep: Class 2 contains 10436 members 
Mstep: Class 3 contains 6979 members 
Mstep: Class 4 contains 48067 members 
Mstep: Class 5 contains 8332 members 
Mstep: Class 6 contains 11571 members 
Mstep: Class 7 contains 56167 members 
Mstep: Class 8 contains 10558 members 
Mstep: Class 9 contains 11016 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7473 members 
Mstep: Class 13 contains 18922 members 
Mstep: Class 14 contains 37764 members 
Mstep: Class 15 contains 16480 members 
Mstep: Class 16 contains 22560 members 
Mstep: Class 17 contains 28486 members 
Mstep: Class 18 contains 19708 members 
Mstep: Class 19 contains 1507 members 
Mstep: Class 20 contains 202113 members 
Mstep: Class 21 contains 12296 members 
Mstep: Class 22 contains 1777 members 
Mstep: Class 23 contains 6260 members 
Mstep: Class 24 contains 2144 members 
Mstep: Class 25 contains 36541 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14803 members 
Mstep: Class 28 contains 19818 members 
Mstep: Class 29 contains 37495 members 
Mstep: Class 30 contains 10777 members 
Mstep: Class 31 contains 9157 members 
Mstep: Class 32 contains 989 members 
Mstep: Class 33 contains 8002 members 
Mstep: Class 34 contains 4033 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1596 members 
Mstep: Class 37 contains 4246 members 
Mstep: Class 38 contains 3406 members 
Mstep: Class 39 contains 33935 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2518 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1945 members 
Mstep: Class 46 contains 1308 members 
Mstep: Class 47 contains 11607 members 
Mstep: Class 48 contains 1752 members 
Mstep: Class 49 contains 1377 members 
Mstep: Class 50 contains 21334 members 
Mstep: Class 51 contains 963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131176.000000 Penalty: 104041.984375
Iteration 286Q: 52 clusters Score -8.813118e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61537 members 
Mstep: Class 2 contains 10436 members 
Mstep: Class 3 contains 6979 members 
Mstep: Class 4 contains 48067 members 
Mstep: Class 5 contains 8332 members 
Mstep: Class 6 contains 11571 members 
Mstep: Class 7 contains 56161 members 
Mstep: Class 8 contains 10558 members 
Mstep: Class 9 contains 11016 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7473 members 
Mstep: Class 13 contains 18921 members 
Mstep: Class 14 contains 37764 members 
Mstep: Class 15 contains 16480 members 
Mstep: Class 16 contains 22561 members 
Mstep: Class 17 contains 28485 members 
Mstep: Class 18 contains 19709 members 
Mstep: Class 19 contains 1507 members 
Mstep: Class 20 contains 202113 members 
Mstep: Class 21 contains 12297 members 
Mstep: Class 22 contains 1777 members 
Mstep: Class 23 contains 6254 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 36541 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14803 members 
Mstep: Class 28 contains 19814 members 
Mstep: Class 29 contains 37495 members 
Mstep: Class 30 contains 10777 members 
Mstep: Class 31 contains 9159 members 
Mstep: Class 32 contains 989 members 
Mstep: Class 33 contains 8002 members 
Mstep: Class 34 contains 4033 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1596 members 
Mstep: Class 37 contains 4252 members 
Mstep: Class 38 contains 3406 members 
Mstep: Class 39 contains 33936 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2518 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1945 members 
Mstep: Class 46 contains 1308 members 
Mstep: Class 47 contains 11610 members 
Mstep: Class 48 contains 1752 members 
Mstep: Class 49 contains 1377 members 
Mstep: Class 50 contains 21333 members 
Mstep: Class 51 contains 963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131216.000000 Penalty: 104041.984375
Iteration 287Q: 52 clusters Score -8.813122e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61540 members 
Mstep: Class 2 contains 10436 members 
Mstep: Class 3 contains 6979 members 
Mstep: Class 4 contains 48067 members 
Mstep: Class 5 contains 8333 members 
Mstep: Class 6 contains 11571 members 
Mstep: Class 7 contains 56158 members 
Mstep: Class 8 contains 10557 members 
Mstep: Class 9 contains 11016 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7473 members 
Mstep: Class 13 contains 18920 members 
Mstep: Class 14 contains 37764 members 
Mstep: Class 15 contains 16480 members 
Mstep: Class 16 contains 22562 members 
Mstep: Class 17 contains 28484 members 
Mstep: Class 18 contains 19709 members 
Mstep: Class 19 contains 1506 members 
Mstep: Class 20 contains 202107 members 
Mstep: Class 21 contains 12298 members 
Mstep: Class 22 contains 1777 members 
Mstep: Class 23 contains 6250 members 
Mstep: Class 24 contains 2146 members 
Mstep: Class 25 contains 36543 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14803 members 
Mstep: Class 28 contains 19811 members 
Mstep: Class 29 contains 37494 members 
Mstep: Class 30 contains 10777 members 
Mstep: Class 31 contains 9164 members 
Mstep: Class 32 contains 989 members 
Mstep: Class 33 contains 8002 members 
Mstep: Class 34 contains 4033 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1596 members 
Mstep: Class 37 contains 4257 members 
Mstep: Class 38 contains 3406 members 
Mstep: Class 39 contains 33936 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2518 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1945 members 
Mstep: Class 46 contains 1308 members 
Mstep: Class 47 contains 11614 members 
Mstep: Class 48 contains 1752 members 
Mstep: Class 49 contains 1377 members 
Mstep: Class 50 contains 21331 members 
Mstep: Class 51 contains 963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131248.000000 Penalty: 104041.984375
Iteration 288Q: 52 clusters Score -8.813125e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61542 members 
Mstep: Class 2 contains 10436 members 
Mstep: Class 3 contains 6979 members 
Mstep: Class 4 contains 48066 members 
Mstep: Class 5 contains 8333 members 
Mstep: Class 6 contains 11572 members 
Mstep: Class 7 contains 56156 members 
Mstep: Class 8 contains 10557 members 
Mstep: Class 9 contains 11016 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7473 members 
Mstep: Class 13 contains 18919 members 
Mstep: Class 14 contains 37764 members 
Mstep: Class 15 contains 16480 members 
Mstep: Class 16 contains 22563 members 
Mstep: Class 17 contains 28486 members 
Mstep: Class 18 contains 19710 members 
Mstep: Class 19 contains 1506 members 
Mstep: Class 20 contains 202104 members 
Mstep: Class 21 contains 12298 members 
Mstep: Class 22 contains 1777 members 
Mstep: Class 23 contains 6248 members 
Mstep: Class 24 contains 2148 members 
Mstep: Class 25 contains 36545 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14803 members 
Mstep: Class 28 contains 19806 members 
Mstep: Class 29 contains 37494 members 
Mstep: Class 30 contains 10777 members 
Mstep: Class 31 contains 9166 members 
Mstep: Class 32 contains 989 members 
Mstep: Class 33 contains 8002 members 
Mstep: Class 34 contains 4033 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1596 members 
Mstep: Class 37 contains 4257 members 
Mstep: Class 38 contains 3406 members 
Mstep: Class 39 contains 33936 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2518 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1945 members 
Mstep: Class 46 contains 1308 members 
Mstep: Class 47 contains 11615 members 
Mstep: Class 48 contains 1752 members 
Mstep: Class 49 contains 1377 members 
Mstep: Class 50 contains 21331 members 
Mstep: Class 51 contains 963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131256.000000 Penalty: 104041.984375
Iteration 289Q: 52 clusters Score -8.813126e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61542 members 
Mstep: Class 2 contains 10436 members 
Mstep: Class 3 contains 6979 members 
Mstep: Class 4 contains 48066 members 
Mstep: Class 5 contains 8333 members 
Mstep: Class 6 contains 11572 members 
Mstep: Class 7 contains 56153 members 
Mstep: Class 8 contains 10557 members 
Mstep: Class 9 contains 11016 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7473 members 
Mstep: Class 13 contains 18919 members 
Mstep: Class 14 contains 37764 members 
Mstep: Class 15 contains 16480 members 
Mstep: Class 16 contains 22563 members 
Mstep: Class 17 contains 28488 members 
Mstep: Class 18 contains 19711 members 
Mstep: Class 19 contains 1506 members 
Mstep: Class 20 contains 202101 members 
Mstep: Class 21 contains 12299 members 
Mstep: Class 22 contains 1777 members 
Mstep: Class 23 contains 6250 members 
Mstep: Class 24 contains 2149 members 
Mstep: Class 25 contains 36546 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14803 members 
Mstep: Class 28 contains 19803 members 
Mstep: Class 29 contains 37494 members 
Mstep: Class 30 contains 10777 members 
Mstep: Class 31 contains 9166 members 
Mstep: Class 32 contains 990 members 
Mstep: Class 33 contains 8002 members 
Mstep: Class 34 contains 4033 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1596 members 
Mstep: Class 37 contains 4255 members 
Mstep: Class 38 contains 3406 members 
Mstep: Class 39 contains 33936 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2518 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1945 members 
Mstep: Class 46 contains 1308 members 
Mstep: Class 47 contains 11617 members 
Mstep: Class 48 contains 1752 members 
Mstep: Class 49 contains 1377 members 
Mstep: Class 50 contains 21331 members 
Mstep: Class 51 contains 963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131280.000000 Penalty: 104041.984375
Iteration 290Q: 52 clusters Score -8.813128e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61542 members 
Mstep: Class 2 contains 10436 members 
Mstep: Class 3 contains 6979 members 
Mstep: Class 4 contains 48066 members 
Mstep: Class 5 contains 8334 members 
Mstep: Class 6 contains 11572 members 
Mstep: Class 7 contains 56149 members 
Mstep: Class 8 contains 10557 members 
Mstep: Class 9 contains 11016 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7473 members 
Mstep: Class 13 contains 18919 members 
Mstep: Class 14 contains 37764 members 
Mstep: Class 15 contains 16480 members 
Mstep: Class 16 contains 22560 members 
Mstep: Class 17 contains 28488 members 
Mstep: Class 18 contains 19711 members 
Mstep: Class 19 contains 1506 members 
Mstep: Class 20 contains 202102 members 
Mstep: Class 21 contains 12300 members 
Mstep: Class 22 contains 1777 members 
Mstep: Class 23 contains 6248 members 
Mstep: Class 24 contains 2152 members 
Mstep: Class 25 contains 36548 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14802 members 
Mstep: Class 28 contains 19801 members 
Mstep: Class 29 contains 37495 members 
Mstep: Class 30 contains 10777 members 
Mstep: Class 31 contains 9166 members 
Mstep: Class 32 contains 991 members 
Mstep: Class 33 contains 8002 members 
Mstep: Class 34 contains 4033 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1596 members 
Mstep: Class 37 contains 4255 members 
Mstep: Class 38 contains 3406 members 
Mstep: Class 39 contains 33936 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2518 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1944 members 
Mstep: Class 46 contains 1308 members 
Mstep: Class 47 contains 11620 members 
Mstep: Class 48 contains 1752 members 
Mstep: Class 49 contains 1377 members 
Mstep: Class 50 contains 21331 members 
Mstep: Class 51 contains 963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131256.000000 Penalty: 104041.984375
Iteration 291Q: 52 clusters Score -8.813126e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61543 members 
Mstep: Class 2 contains 10436 members 
Mstep: Class 3 contains 6979 members 
Mstep: Class 4 contains 48065 members 
Mstep: Class 5 contains 8334 members 
Mstep: Class 6 contains 11572 members 
Mstep: Class 7 contains 56143 members 
Mstep: Class 8 contains 10557 members 
Mstep: Class 9 contains 11016 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7473 members 
Mstep: Class 13 contains 18918 members 
Mstep: Class 14 contains 37764 members 
Mstep: Class 15 contains 16480 members 
Mstep: Class 16 contains 22558 members 
Mstep: Class 17 contains 28489 members 
Mstep: Class 18 contains 19711 members 
Mstep: Class 19 contains 1506 members 
Mstep: Class 20 contains 202099 members 
Mstep: Class 21 contains 12299 members 
Mstep: Class 22 contains 1777 members 
Mstep: Class 23 contains 6247 members 
Mstep: Class 24 contains 2152 members 
Mstep: Class 25 contains 36550 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14803 members 
Mstep: Class 28 contains 19802 members 
Mstep: Class 29 contains 37495 members 
Mstep: Class 30 contains 10777 members 
Mstep: Class 31 contains 9166 members 
Mstep: Class 32 contains 992 members 
Mstep: Class 33 contains 8002 members 
Mstep: Class 34 contains 4033 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1596 members 
Mstep: Class 37 contains 4259 members 
Mstep: Class 38 contains 3406 members 
Mstep: Class 39 contains 33936 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2518 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1944 members 
Mstep: Class 46 contains 1308 members 
Mstep: Class 47 contains 11623 members 
Mstep: Class 48 contains 1752 members 
Mstep: Class 49 contains 1378 members 
Mstep: Class 50 contains 21331 members 
Mstep: Class 51 contains 963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131216.000000 Penalty: 104041.984375
Iteration 292Q: 52 clusters Score -8.813122e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61542 members 
Mstep: Class 2 contains 10436 members 
Mstep: Class 3 contains 6979 members 
Mstep: Class 4 contains 48065 members 
Mstep: Class 5 contains 8334 members 
Mstep: Class 6 contains 11572 members 
Mstep: Class 7 contains 56142 members 
Mstep: Class 8 contains 10557 members 
Mstep: Class 9 contains 11016 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7473 members 
Mstep: Class 13 contains 18918 members 
Mstep: Class 14 contains 37764 members 
Mstep: Class 15 contains 16480 members 
Mstep: Class 16 contains 22559 members 
Mstep: Class 17 contains 28489 members 
Mstep: Class 18 contains 19711 members 
Mstep: Class 19 contains 1506 members 
Mstep: Class 20 contains 202096 members 
Mstep: Class 21 contains 12300 members 
Mstep: Class 22 contains 1777 members 
Mstep: Class 23 contains 6245 members 
Mstep: Class 24 contains 2152 members 
Mstep: Class 25 contains 36551 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14803 members 
Mstep: Class 28 contains 19800 members 
Mstep: Class 29 contains 37495 members 
Mstep: Class 30 contains 10778 members 
Mstep: Class 31 contains 9166 members 
Mstep: Class 32 contains 992 members 
Mstep: Class 33 contains 8002 members 
Mstep: Class 34 contains 4033 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1596 members 
Mstep: Class 37 contains 4260 members 
Mstep: Class 38 contains 3408 members 
Mstep: Class 39 contains 33936 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2518 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1944 members 
Mstep: Class 46 contains 1308 members 
Mstep: Class 47 contains 11626 members 
Mstep: Class 48 contains 1752 members 
Mstep: Class 49 contains 1377 members 
Mstep: Class 50 contains 21331 members 
Mstep: Class 51 contains 963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131272.000000 Penalty: 104041.984375
Iteration 293Q: 52 clusters Score -8.813127e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61542 members 
Mstep: Class 2 contains 10436 members 
Mstep: Class 3 contains 6979 members 
Mstep: Class 4 contains 48065 members 
Mstep: Class 5 contains 8334 members 
Mstep: Class 6 contains 11572 members 
Mstep: Class 7 contains 56138 members 
Mstep: Class 8 contains 10557 members 
Mstep: Class 9 contains 11016 members 
Mstep: Class 10 contains 11442 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7473 members 
Mstep: Class 13 contains 18918 members 
Mstep: Class 14 contains 37763 members 
Mstep: Class 15 contains 16480 members 
Mstep: Class 16 contains 22559 members 
Mstep: Class 17 contains 28489 members 
Mstep: Class 18 contains 19711 members 
Mstep: Class 19 contains 1506 members 
Mstep: Class 20 contains 202096 members 
Mstep: Class 21 contains 12299 members 
Mstep: Class 22 contains 1777 members 
Mstep: Class 23 contains 6244 members 
Mstep: Class 24 contains 2152 members 
Mstep: Class 25 contains 36552 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14803 members 
Mstep: Class 28 contains 19797 members 
Mstep: Class 29 contains 37495 members 
Mstep: Class 30 contains 10777 members 
Mstep: Class 31 contains 9166 members 
Mstep: Class 32 contains 992 members 
Mstep: Class 33 contains 8002 members 
Mstep: Class 34 contains 4033 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1596 members 
Mstep: Class 37 contains 4265 members 
Mstep: Class 38 contains 3409 members 
Mstep: Class 39 contains 33936 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2518 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1944 members 
Mstep: Class 46 contains 1308 members 
Mstep: Class 47 contains 11629 members 
Mstep: Class 48 contains 1752 members 
Mstep: Class 49 contains 1377 members 
Mstep: Class 50 contains 21331 members 
Mstep: Class 51 contains 963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131200.000000 Penalty: 104041.984375
Iteration 294Q: 52 clusters Score -8.81312e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61543 members 
Mstep: Class 2 contains 10436 members 
Mstep: Class 3 contains 6979 members 
Mstep: Class 4 contains 48065 members 
Mstep: Class 5 contains 8334 members 
Mstep: Class 6 contains 11572 members 
Mstep: Class 7 contains 56135 members 
Mstep: Class 8 contains 10557 members 
Mstep: Class 9 contains 11016 members 
Mstep: Class 10 contains 11442 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7473 members 
Mstep: Class 13 contains 18918 members 
Mstep: Class 14 contains 37763 members 
Mstep: Class 15 contains 16480 members 
Mstep: Class 16 contains 22559 members 
Mstep: Class 17 contains 28489 members 
Mstep: Class 18 contains 19711 members 
Mstep: Class 19 contains 1506 members 
Mstep: Class 20 contains 202096 members 
Mstep: Class 21 contains 12298 members 
Mstep: Class 22 contains 1777 members 
Mstep: Class 23 contains 6244 members 
Mstep: Class 24 contains 2152 members 
Mstep: Class 25 contains 36552 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14803 members 
Mstep: Class 28 contains 19797 members 
Mstep: Class 29 contains 37495 members 
Mstep: Class 30 contains 10778 members 
Mstep: Class 31 contains 9166 members 
Mstep: Class 32 contains 992 members 
Mstep: Class 33 contains 8002 members 
Mstep: Class 34 contains 4033 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1596 members 
Mstep: Class 37 contains 4267 members 
Mstep: Class 38 contains 3409 members 
Mstep: Class 39 contains 33937 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2518 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1944 members 
Mstep: Class 46 contains 1308 members 
Mstep: Class 47 contains 11629 members 
Mstep: Class 48 contains 1752 members 
Mstep: Class 49 contains 1376 members 
Mstep: Class 50 contains 21331 members 
Mstep: Class 51 contains 963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131184.000000 Penalty: 104041.984375
Iteration 295Q: 52 clusters Score -8.813118e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61543 members 
Mstep: Class 2 contains 10436 members 
Mstep: Class 3 contains 6979 members 
Mstep: Class 4 contains 48065 members 
Mstep: Class 5 contains 8334 members 
Mstep: Class 6 contains 11572 members 
Mstep: Class 7 contains 56134 members 
Mstep: Class 8 contains 10557 members 
Mstep: Class 9 contains 11016 members 
Mstep: Class 10 contains 11442 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7473 members 
Mstep: Class 13 contains 18918 members 
Mstep: Class 14 contains 37763 members 
Mstep: Class 15 contains 16480 members 
Mstep: Class 16 contains 22559 members 
Mstep: Class 17 contains 28488 members 
Mstep: Class 18 contains 19711 members 
Mstep: Class 19 contains 1506 members 
Mstep: Class 20 contains 202097 members 
Mstep: Class 21 contains 12297 members 
Mstep: Class 22 contains 1777 members 
Mstep: Class 23 contains 6245 members 
Mstep: Class 24 contains 2152 members 
Mstep: Class 25 contains 36553 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14803 members 
Mstep: Class 28 contains 19797 members 
Mstep: Class 29 contains 37495 members 
Mstep: Class 30 contains 10778 members 
Mstep: Class 31 contains 9166 members 
Mstep: Class 32 contains 992 members 
Mstep: Class 33 contains 8002 members 
Mstep: Class 34 contains 4033 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1596 members 
Mstep: Class 37 contains 4267 members 
Mstep: Class 38 contains 3409 members 
Mstep: Class 39 contains 33937 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2518 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1944 members 
Mstep: Class 46 contains 1308 members 
Mstep: Class 47 contains 11629 members 
Mstep: Class 48 contains 1752 members 
Mstep: Class 49 contains 1376 members 
Mstep: Class 50 contains 21331 members 
Mstep: Class 51 contains 963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131152.000000 Penalty: 104041.984375
Iteration 296Q: 52 clusters Score -8.813115e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61543 members 
Mstep: Class 2 contains 10436 members 
Mstep: Class 3 contains 6979 members 
Mstep: Class 4 contains 48065 members 
Mstep: Class 5 contains 8334 members 
Mstep: Class 6 contains 11572 members 
Mstep: Class 7 contains 56134 members 
Mstep: Class 8 contains 10557 members 
Mstep: Class 9 contains 11016 members 
Mstep: Class 10 contains 11442 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7473 members 
Mstep: Class 13 contains 18918 members 
Mstep: Class 14 contains 37763 members 
Mstep: Class 15 contains 16480 members 
Mstep: Class 16 contains 22559 members 
Mstep: Class 17 contains 28488 members 
Mstep: Class 18 contains 19711 members 
Mstep: Class 19 contains 1506 members 
Mstep: Class 20 contains 202098 members 
Mstep: Class 21 contains 12295 members 
Mstep: Class 22 contains 1777 members 
Mstep: Class 23 contains 6245 members 
Mstep: Class 24 contains 2152 members 
Mstep: Class 25 contains 36554 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14803 members 
Mstep: Class 28 contains 19797 members 
Mstep: Class 29 contains 37495 members 
Mstep: Class 30 contains 10778 members 
Mstep: Class 31 contains 9166 members 
Mstep: Class 32 contains 992 members 
Mstep: Class 33 contains 8002 members 
Mstep: Class 34 contains 4033 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1596 members 
Mstep: Class 37 contains 4267 members 
Mstep: Class 38 contains 3409 members 
Mstep: Class 39 contains 33937 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2518 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1944 members 
Mstep: Class 46 contains 1308 members 
Mstep: Class 47 contains 11629 members 
Mstep: Class 48 contains 1752 members 
Mstep: Class 49 contains 1376 members 
Mstep: Class 50 contains 21331 members 
Mstep: Class 51 contains 963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131152.000000 Penalty: 104041.984375
Iteration 297Q: 52 clusters Score -8.813115e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61543 members 
Mstep: Class 2 contains 10436 members 
Mstep: Class 3 contains 6979 members 
Mstep: Class 4 contains 48065 members 
Mstep: Class 5 contains 8334 members 
Mstep: Class 6 contains 11572 members 
Mstep: Class 7 contains 56134 members 
Mstep: Class 8 contains 10557 members 
Mstep: Class 9 contains 11016 members 
Mstep: Class 10 contains 11442 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7473 members 
Mstep: Class 13 contains 18918 members 
Mstep: Class 14 contains 37763 members 
Mstep: Class 15 contains 16480 members 
Mstep: Class 16 contains 22559 members 
Mstep: Class 17 contains 28488 members 
Mstep: Class 18 contains 19711 members 
Mstep: Class 19 contains 1506 members 
Mstep: Class 20 contains 202098 members 
Mstep: Class 21 contains 12295 members 
Mstep: Class 22 contains 1777 members 
Mstep: Class 23 contains 6245 members 
Mstep: Class 24 contains 2152 members 
Mstep: Class 25 contains 36554 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14803 members 
Mstep: Class 28 contains 19797 members 
Mstep: Class 29 contains 37495 members 
Mstep: Class 30 contains 10778 members 
Mstep: Class 31 contains 9166 members 
Mstep: Class 32 contains 992 members 
Mstep: Class 33 contains 8002 members 
Mstep: Class 34 contains 4033 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1596 members 
Mstep: Class 37 contains 4267 members 
Mstep: Class 38 contains 3409 members 
Mstep: Class 39 contains 33937 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2518 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1944 members 
Mstep: Class 46 contains 1308 members 
Mstep: Class 47 contains 11629 members 
Mstep: Class 48 contains 1752 members 
Mstep: Class 49 contains 1376 members 
Mstep: Class 50 contains 21331 members 
Mstep: Class 51 contains 963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131152.000000 Penalty: 104041.984375
Iteration 298F: 52 clusters Score -8.813115e+07 nChanged 0
Entering ConstructFrom: 
Score: -88131152.000000 Penalty: 104041.984375
Entering ConstructFrom: 
Trying to split cluster 1 (61543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61543 members 
Entering Unmasked Estep 
Score: -6316151.000000 Penalty: 1640.890747
	Iteration 0F: 2 clusters Score -6316151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30799 members 
Mstep: Class 2 contains 30744 members 
Entering Unmasked Estep 
Score: -6276244.000000 Penalty: 3281.781494
	Iteration 0F: 3 clusters Score -6276244 nChanged 28552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31405 members 
Mstep: Class 2 contains 30138 members 
Entering Unmasked Estep 
Score: -6292223.500000 Penalty: 3281.781494
	Iteration 1F: 3 clusters Score -6292224 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31865 members 
Mstep: Class 2 contains 29678 members 
Entering Unmasked Estep 
Score: -6292993.500000 Penalty: 3281.781494
	Iteration 2Q: 3 clusters Score -6292994 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32523 members 
Mstep: Class 2 contains 29020 members 
Entering Unmasked Estep 
Score: -6293835.000000 Penalty: 3281.781494
	Iteration 3Q: 3 clusters Score -6293835 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33386 members 
Mstep: Class 2 contains 28157 members 
Entering Unmasked Estep 
Score: -6294860.000000 Penalty: 3281.781494
	Iteration 4Q: 3 clusters Score -6294860 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34575 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -6295994.000000 Penalty: 3281.781494
	Iteration 5Q: 3 clusters Score -6295994 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36157 members 
Mstep: Class 2 contains 25386 members 
Entering Unmasked Estep 
Score: -6297511.500000 Penalty: 3281.781494
	Iteration 6F: 3 clusters Score -6297512 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38043 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -6299243.000000 Penalty: 3281.781494
	Iteration 7F: 3 clusters Score -6299243 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40149 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -6300947.000000 Penalty: 3281.781494
	Iteration 8F: 3 clusters Score -6300947 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42489 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -6302701.000000 Penalty: 3281.781494
	Iteration 9F: 3 clusters Score -6302701 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44928 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -6304338.000000 Penalty: 3281.781494
	Iteration 10Q: 3 clusters Score -6304338 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47365 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -6306017.000000 Penalty: 3281.781494
	Iteration 11Q: 3 clusters Score -6306017 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49804 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -6307673.000000 Penalty: 3281.781494
	Iteration 12Q: 3 clusters Score -6307673 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52067 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -6309196.000000 Penalty: 3281.781494
	Iteration 13Q: 3 clusters Score -6309196 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54103 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -6310602.000000 Penalty: 3281.781494
	Iteration 14Q: 3 clusters Score -6310602 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55785 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -6311834.000000 Penalty: 3281.781494
	Iteration 15Q: 3 clusters Score -6311834 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57080 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -6312701.500000 Penalty: 3281.781494
	Iteration 16Q: 3 clusters Score -6312702 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58046 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -6313294.000000 Penalty: 3281.781494
	Iteration 17Q: 3 clusters Score -6313294 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58782 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -6313709.000000 Penalty: 3281.781494
	Iteration 18Q: 3 clusters Score -6313709 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59325 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -6314019.000000 Penalty: 3281.781494
	Iteration 19Q: 3 clusters Score -6314019 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59694 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -6314217.500000 Penalty: 3281.781494
	Iteration 20F: 3 clusters Score -6314218 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59954 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -6314365.500000 Penalty: 3281.781494
	Iteration 21Q: 3 clusters Score -6314366 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60158 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -6314491.500000 Penalty: 3281.781494
	Iteration 22Q: 3 clusters Score -6314492 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60317 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -6314578.000000 Penalty: 3281.781494
	Iteration 23Q: 3 clusters Score -6314578 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60443 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -6314664.000000 Penalty: 3281.781494
	Iteration 24Q: 3 clusters Score -6314664 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60535 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -6314705.500000 Penalty: 3281.781494
	Iteration 25Q: 3 clusters Score -6314706 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60606 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -6314752.500000 Penalty: 3281.781494
	Iteration 26Q: 3 clusters Score -6314752 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60660 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -6314778.000000 Penalty: 3281.781494
	Iteration 27Q: 3 clusters Score -6314778 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60701 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -6314798.500000 Penalty: 3281.781494
	Iteration 28Q: 3 clusters Score -6314798 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60734 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -6314830.500000 Penalty: 3281.781494
	Iteration 29Q: 3 clusters Score -6314830 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60756 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -6314837.000000 Penalty: 3281.781494
	Iteration 30Q: 3 clusters Score -6314837 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60777 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -6314852.000000 Penalty: 3281.781494
	Iteration 31Q: 3 clusters Score -6314852 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60800 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -6314878.500000 Penalty: 3281.781494
	Iteration 32Q: 3 clusters Score -6314878 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60826 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -6314886.500000 Penalty: 3281.781494
	Iteration 33Q: 3 clusters Score -6314886 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60843 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -6314901.500000 Penalty: 3281.781494
	Iteration 34Q: 3 clusters Score -6314902 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60860 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -6314906.000000 Penalty: 3281.781494
	Iteration 35Q: 3 clusters Score -6314906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60873 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -6314916.000000 Penalty: 3281.781494
	Iteration 36Q: 3 clusters Score -6314916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60877 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -6314922.000000 Penalty: 3281.781494
	Iteration 37Q: 3 clusters Score -6314922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60887 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -6314932.000000 Penalty: 3281.781494
	Iteration 38Q: 3 clusters Score -6314932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60896 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -6314937.500000 Penalty: 3281.781494
	Iteration 39Q: 3 clusters Score -6314938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60908 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -6314941.500000 Penalty: 3281.781494
	Iteration 40F: 3 clusters Score -6314942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60913 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -6314941.000000 Penalty: 3281.781494
	Iteration 41Q: 3 clusters Score -6314941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60914 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -6314944.500000 Penalty: 3281.781494
	Iteration 42Q: 3 clusters Score -6314944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60917 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -6314946.500000 Penalty: 3281.781494
	Iteration 43Q: 3 clusters Score -6314946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60922 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -6314943.000000 Penalty: 3281.781494
	Iteration 44Q: 3 clusters Score -6314943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60924 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -6314945.500000 Penalty: 3281.781494
	Iteration 45Q: 3 clusters Score -6314946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60923 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -6314946.500000 Penalty: 3281.781494
	Iteration 46Q: 3 clusters Score -6314946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60923 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -6314950.500000 Penalty: 3281.781494
	Iteration 47Q: 3 clusters Score -6314950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60924 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -6314954.000000 Penalty: 3281.781494
	Iteration 48Q: 3 clusters Score -6314954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60926 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -6314955.500000 Penalty: 3281.781494
	Iteration 49Q: 3 clusters Score -6314956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60927 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -6314956.500000 Penalty: 3281.781494
	Iteration 50Q: 3 clusters Score -6314956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60927 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -6314956.500000 Penalty: 3281.781494
	Iteration 51F: 3 clusters Score -6314956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Entering Unmasked Estep 
Score: -1045156.000000 Penalty: 1376.848877
	Iteration 0F: 2 clusters Score -1045156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1038130.062500 Penalty: 2753.697754
	Iteration 0F: 3 clusters Score -1038130 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1040421.437500 Penalty: 2753.697754
	Iteration 1F: 3 clusters Score -1040421 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1040762.812500 Penalty: 2753.697754
	Iteration 2F: 3 clusters Score -1040763 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1041037.125000 Penalty: 2753.697754
	Iteration 3F: 3 clusters Score -1041037 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1041259.375000 Penalty: 2753.697754
	Iteration 4Q: 3 clusters Score -1041259 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1041456.312500 Penalty: 2753.697754
	Iteration 5Q: 3 clusters Score -1041456 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1041674.125000 Penalty: 2753.697754
	Iteration 6Q: 3 clusters Score -1041674 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1041893.250000 Penalty: 2753.697754
	Iteration 7Q: 3 clusters Score -1041893 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1042131.687500 Penalty: 2753.697754
	Iteration 8Q: 3 clusters Score -1042132 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1042382.062500 Penalty: 2753.697754
	Iteration 9Q: 3 clusters Score -1042382 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1042650.625000 Penalty: 2753.697754
	Iteration 10Q: 3 clusters Score -1042651 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1042962.062500 Penalty: 2753.697754
	Iteration 11Q: 3 clusters Score -1042962 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1043287.250000 Penalty: 2753.697754
	Iteration 12Q: 3 clusters Score -1043287 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1043555.000000 Penalty: 2753.697754
	Iteration 13Q: 3 clusters Score -1043555 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1043743.875000 Penalty: 2753.697754
	Iteration 14Q: 3 clusters Score -1043744 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1043911.437500 Penalty: 2753.697754
	Iteration 15Q: 3 clusters Score -1043911 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1044058.062500 Penalty: 2753.697754
	Iteration 16Q: 3 clusters Score -1044058 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1044149.250000 Penalty: 2753.697754
	Iteration 17Q: 3 clusters Score -1044149 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1044223.562500 Penalty: 2753.697754
	Iteration 18Q: 3 clusters Score -1044224 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1044279.125000 Penalty: 2753.697754
	Iteration 19Q: 3 clusters Score -1044279 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1044318.062500 Penalty: 2753.697754
	Iteration 20F: 3 clusters Score -1044318 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1044344.125000 Penalty: 2753.697754
	Iteration 21Q: 3 clusters Score -1044344 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1044362.750000 Penalty: 2753.697754
	Iteration 22Q: 3 clusters Score -1044363 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1044381.187500 Penalty: 2753.697754
	Iteration 23Q: 3 clusters Score -1044381 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1044389.312500 Penalty: 2753.697754
	Iteration 24Q: 3 clusters Score -1044389 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1044404.687500 Penalty: 2753.697754
	Iteration 25Q: 3 clusters Score -1044405 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1044412.375000 Penalty: 2753.697754
	Iteration 26Q: 3 clusters Score -1044412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1044418.562500 Penalty: 2753.697754
	Iteration 27Q: 3 clusters Score -1044419 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1044426.437500 Penalty: 2753.697754
	Iteration 28Q: 3 clusters Score -1044426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1044432.625000 Penalty: 2753.697754
	Iteration 29Q: 3 clusters Score -1044433 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1044437.562500 Penalty: 2753.697754
	Iteration 30Q: 3 clusters Score -1044438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1044439.312500 Penalty: 2753.697754
	Iteration 31Q: 3 clusters Score -1044439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1044439.187500 Penalty: 2753.697754
	Iteration 32Q: 3 clusters Score -1044439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1044439.750000 Penalty: 2753.697754
	Iteration 33Q: 3 clusters Score -1044440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1044443.250000 Penalty: 2753.697754
	Iteration 34Q: 3 clusters Score -1044443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1044443.625000 Penalty: 2753.697754
	Iteration 35Q: 3 clusters Score -1044444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1044445.187500 Penalty: 2753.697754
	Iteration 36Q: 3 clusters Score -1044445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1044446.750000 Penalty: 2753.697754
	Iteration 37Q: 3 clusters Score -1044447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1044447.500000 Penalty: 2753.697754
	Iteration 38Q: 3 clusters Score -1044448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1044447.500000 Penalty: 2753.697754
	Iteration 39F: 3 clusters Score -1044448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Entering Unmasked Estep 
Score: -747461.125000 Penalty: 1316.978394
	Iteration 0F: 2 clusters Score -747461.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -742559.312500 Penalty: 2633.956787
	Iteration 0F: 3 clusters Score -742559.3 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -744046.062500 Penalty: 2633.956787
	Iteration 1F: 3 clusters Score -744046.1 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -744270.375000 Penalty: 2633.956787
	Iteration 2F: 3 clusters Score -744270.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -744426.062500 Penalty: 2633.956787
	Iteration 3Q: 3 clusters Score -744426.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -744557.687500 Penalty: 2633.956787
	Iteration 4Q: 3 clusters Score -744557.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -744660.625000 Penalty: 2633.956787
	Iteration 5Q: 3 clusters Score -744660.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -744730.187500 Penalty: 2633.956787
	Iteration 6Q: 3 clusters Score -744730.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -744773.937500 Penalty: 2633.956787
	Iteration 7Q: 3 clusters Score -744773.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -744808.562500 Penalty: 2633.956787
	Iteration 8Q: 3 clusters Score -744808.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -744834.812500 Penalty: 2633.956787
	Iteration 9Q: 3 clusters Score -744834.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -744857.937500 Penalty: 2633.956787
	Iteration 10Q: 3 clusters Score -744857.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -744876.375000 Penalty: 2633.956787
	Iteration 11Q: 3 clusters Score -744876.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -744893.312500 Penalty: 2633.956787
	Iteration 12Q: 3 clusters Score -744893.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -744913.187500 Penalty: 2633.956787
	Iteration 13Q: 3 clusters Score -744913.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -744928.562500 Penalty: 2633.956787
	Iteration 14Q: 3 clusters Score -744928.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -744942.937500 Penalty: 2633.956787
	Iteration 15Q: 3 clusters Score -744942.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -744957.312500 Penalty: 2633.956787
	Iteration 16Q: 3 clusters Score -744957.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -744971.625000 Penalty: 2633.956787
	Iteration 17Q: 3 clusters Score -744971.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -744984.000000 Penalty: 2633.956787
	Iteration 18Q: 3 clusters Score -744984 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -744996.562500 Penalty: 2633.956787
	Iteration 19Q: 3 clusters Score -744996.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -745008.625000 Penalty: 2633.956787
	Iteration 20F: 3 clusters Score -745008.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -745020.937500 Penalty: 2633.956787
	Iteration 21Q: 3 clusters Score -745020.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -745033.812500 Penalty: 2633.956787
	Iteration 22Q: 3 clusters Score -745033.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -745044.312500 Penalty: 2633.956787
	Iteration 23Q: 3 clusters Score -745044.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -745060.750000 Penalty: 2633.956787
	Iteration 24Q: 3 clusters Score -745060.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -745074.625000 Penalty: 2633.956787
	Iteration 25Q: 3 clusters Score -745074.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -745089.875000 Penalty: 2633.956787
	Iteration 26Q: 3 clusters Score -745089.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -745108.375000 Penalty: 2633.956787
	Iteration 27Q: 3 clusters Score -745108.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -745131.750000 Penalty: 2633.956787
	Iteration 28Q: 3 clusters Score -745131.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -745167.000000 Penalty: 2633.956787
	Iteration 29Q: 3 clusters Score -745167 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -745214.062500 Penalty: 2633.956787
	Iteration 30Q: 3 clusters Score -745214.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -745257.500000 Penalty: 2633.956787
	Iteration 31Q: 3 clusters Score -745257.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -745308.875000 Penalty: 2633.956787
	Iteration 32Q: 3 clusters Score -745308.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -745364.625000 Penalty: 2633.956787
	Iteration 33Q: 3 clusters Score -745364.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -745434.437500 Penalty: 2633.956787
	Iteration 34Q: 3 clusters Score -745434.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -745525.250000 Penalty: 2633.956787
	Iteration 35Q: 3 clusters Score -745525.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -745636.750000 Penalty: 2633.956787
	Iteration 36Q: 3 clusters Score -745636.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -745733.250000 Penalty: 2633.956787
	Iteration 37Q: 3 clusters Score -745733.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -745845.625000 Penalty: 2633.956787
	Iteration 38Q: 3 clusters Score -745845.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -745954.875000 Penalty: 2633.956787
	Iteration 39Q: 3 clusters Score -745954.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -746062.250000 Penalty: 2633.956787
	Iteration 40F: 3 clusters Score -746062.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -746136.187500 Penalty: 2633.956787
	Iteration 41Q: 3 clusters Score -746136.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -746191.375000 Penalty: 2633.956787
	Iteration 42Q: 3 clusters Score -746191.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -746234.125000 Penalty: 2633.956787
	Iteration 43Q: 3 clusters Score -746234.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -746269.875000 Penalty: 2633.956787
	Iteration 44Q: 3 clusters Score -746269.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -746292.125000 Penalty: 2633.956787
	Iteration 45Q: 3 clusters Score -746292.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -746322.062500 Penalty: 2633.956787
	Iteration 46Q: 3 clusters Score -746322.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -746341.437500 Penalty: 2633.956787
	Iteration 47Q: 3 clusters Score -746341.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -746355.687500 Penalty: 2633.956787
	Iteration 48Q: 3 clusters Score -746355.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -746368.437500 Penalty: 2633.956787
	Iteration 49Q: 3 clusters Score -746368.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -746375.750000 Penalty: 2633.956787
	Iteration 50Q: 3 clusters Score -746375.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -746384.375000 Penalty: 2633.956787
	Iteration 51Q: 3 clusters Score -746384.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -746387.750000 Penalty: 2633.956787
	Iteration 52Q: 3 clusters Score -746387.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -746394.812500 Penalty: 2633.956787
	Iteration 53Q: 3 clusters Score -746394.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -746398.437500 Penalty: 2633.956787
	Iteration 54Q: 3 clusters Score -746398.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -746402.375000 Penalty: 2633.956787
	Iteration 55Q: 3 clusters Score -746402.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -746407.125000 Penalty: 2633.956787
	Iteration 56Q: 3 clusters Score -746407.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -746407.500000 Penalty: 2633.956787
	Iteration 57Q: 3 clusters Score -746407.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -746409.062500 Penalty: 2633.956787
	Iteration 58Q: 3 clusters Score -746409.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -746409.062500 Penalty: 2633.956787
	Iteration 59F: 3 clusters Score -746409.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (48065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48065 members 
Entering Unmasked Estep 
Score: -4801762.500000 Penalty: 1604.110107
	Iteration 0F: 2 clusters Score -4801762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 23949 members 
Entering Unmasked Estep 
Score: -4770461.000000 Penalty: 3208.220215
	Iteration 0F: 3 clusters Score -4770461 nChanged 22056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -4782717.000000 Penalty: 3208.220215
	Iteration 1F: 3 clusters Score -4782717 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25743 members 
Mstep: Class 2 contains 22322 members 
Entering Unmasked Estep 
Score: -4783426.000000 Penalty: 3208.220215
	Iteration 2Q: 3 clusters Score -4783426 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26935 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -4784364.000000 Penalty: 3208.220215
	Iteration 3Q: 3 clusters Score -4784364 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28593 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -4785562.500000 Penalty: 3208.220215
	Iteration 4F: 3 clusters Score -4785562 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30734 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -4787045.500000 Penalty: 3208.220215
	Iteration 5F: 3 clusters Score -4787046 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33350 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -4789032.000000 Penalty: 3208.220215
	Iteration 6F: 3 clusters Score -4789032 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36309 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -4791382.500000 Penalty: 3208.220215
	Iteration 7F: 3 clusters Score -4791382 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39279 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -4793784.500000 Penalty: 3208.220215
	Iteration 8F: 3 clusters Score -4793784 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41908 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -4795976.000000 Penalty: 3208.220215
	Iteration 9F: 3 clusters Score -4795976 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43993 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -4797740.500000 Penalty: 3208.220215
	Iteration 10Q: 3 clusters Score -4797740 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45435 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -4798990.000000 Penalty: 3208.220215
	Iteration 11Q: 3 clusters Score -4798990 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46340 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -4799716.000000 Penalty: 3208.220215
	Iteration 12Q: 3 clusters Score -4799716 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46828 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -4800103.000000 Penalty: 3208.220215
	Iteration 13Q: 3 clusters Score -4800103 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47089 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -4800345.500000 Penalty: 3208.220215
	Iteration 14Q: 3 clusters Score -4800346 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47213 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -4800479.500000 Penalty: 3208.220215
	Iteration 15Q: 3 clusters Score -4800480 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47284 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -4800596.000000 Penalty: 3208.220215
	Iteration 16Q: 3 clusters Score -4800596 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47320 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -4800683.500000 Penalty: 3208.220215
	Iteration 17Q: 3 clusters Score -4800684 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47328 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -4800738.500000 Penalty: 3208.220215
	Iteration 18Q: 3 clusters Score -4800738 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47316 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -4800753.500000 Penalty: 3208.220215
	Iteration 19Q: 3 clusters Score -4800754 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47309 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -4800774.500000 Penalty: 3208.220215
	Iteration 20F: 3 clusters Score -4800774 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47302 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -4800790.500000 Penalty: 3208.220215
	Iteration 21Q: 3 clusters Score -4800790 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47305 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -4800808.000000 Penalty: 3208.220215
	Iteration 22Q: 3 clusters Score -4800808 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47309 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -4800819.000000 Penalty: 3208.220215
	Iteration 23Q: 3 clusters Score -4800819 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47317 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -4800826.500000 Penalty: 3208.220215
	Iteration 24Q: 3 clusters Score -4800826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47323 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -4800832.000000 Penalty: 3208.220215
	Iteration 25Q: 3 clusters Score -4800832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47326 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -4800836.000000 Penalty: 3208.220215
	Iteration 26Q: 3 clusters Score -4800836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47331 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -4800836.000000 Penalty: 3208.220215
	Iteration 27Q: 3 clusters Score -4800836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47329 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -4800836.000000 Penalty: 3208.220215
	Iteration 28Q: 3 clusters Score -4800836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47327 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -4800839.500000 Penalty: 3208.220215
	Iteration 29Q: 3 clusters Score -4800840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47328 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -4800845.000000 Penalty: 3208.220215
	Iteration 30Q: 3 clusters Score -4800845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47329 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -4800850.000000 Penalty: 3208.220215
	Iteration 31Q: 3 clusters Score -4800850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47328 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -4800847.000000 Penalty: 3208.220215
	Iteration 32Q: 3 clusters Score -4800847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47329 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -4800848.500000 Penalty: 3208.220215
	Iteration 33Q: 3 clusters Score -4800848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47329 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -4800848.500000 Penalty: 3208.220215
	Iteration 34F: 3 clusters Score -4800848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Entering Unmasked Estep 
Score: -792548.187500 Penalty: 1343.381226
	Iteration 0F: 2 clusters Score -792548.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -786815.937500 Penalty: 2686.762451
	Iteration 0F: 3 clusters Score -786815.9 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -788749.000000 Penalty: 2686.762451
	Iteration 1F: 3 clusters Score -788749 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -789268.312500 Penalty: 2686.762451
	Iteration 2F: 3 clusters Score -789268.3 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -789785.000000 Penalty: 2686.762451
	Iteration 3F: 3 clusters Score -789785 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -790279.437500 Penalty: 2686.762451
	Iteration 4F: 3 clusters Score -790279.4 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -790810.625000 Penalty: 2686.762451
	Iteration 5F: 3 clusters Score -790810.6 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -791356.625000 Penalty: 2686.762451
	Iteration 6F: 3 clusters Score -791356.6 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -791750.875000 Penalty: 2686.762451
	Iteration 7F: 3 clusters Score -791750.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -792030.562500 Penalty: 2686.762451
	Iteration 8Q: 3 clusters Score -792030.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -792191.437500 Penalty: 2686.762451
	Iteration 9Q: 3 clusters Score -792191.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -792307.562500 Penalty: 2686.762451
	Iteration 10Q: 3 clusters Score -792307.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -792389.125000 Penalty: 2686.762451
	Iteration 11Q: 3 clusters Score -792389.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -792442.312500 Penalty: 2686.762451
	Iteration 12Q: 3 clusters Score -792442.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -792479.062500 Penalty: 2686.762451
	Iteration 13Q: 3 clusters Score -792479.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -792506.187500 Penalty: 2686.762451
	Iteration 14Q: 3 clusters Score -792506.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -792530.562500 Penalty: 2686.762451
	Iteration 15Q: 3 clusters Score -792530.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -792552.000000 Penalty: 2686.762451
	Iteration 16Q: 3 clusters Score -792552 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -792576.312500 Penalty: 2686.762451
	Iteration 17Q: 3 clusters Score -792576.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -792594.125000 Penalty: 2686.762451
	Iteration 18Q: 3 clusters Score -792594.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -792607.875000 Penalty: 2686.762451
	Iteration 19Q: 3 clusters Score -792607.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -792622.125000 Penalty: 2686.762451
	Iteration 20F: 3 clusters Score -792622.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -792627.937500 Penalty: 2686.762451
	Iteration 21Q: 3 clusters Score -792627.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -792634.062500 Penalty: 2686.762451
	Iteration 22Q: 3 clusters Score -792634.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -792635.500000 Penalty: 2686.762451
	Iteration 23Q: 3 clusters Score -792635.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -792642.062500 Penalty: 2686.762451
	Iteration 24Q: 3 clusters Score -792642.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -792654.750000 Penalty: 2686.762451
	Iteration 25Q: 3 clusters Score -792654.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -792661.687500 Penalty: 2686.762451
	Iteration 26Q: 3 clusters Score -792661.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -792669.750000 Penalty: 2686.762451
	Iteration 27Q: 3 clusters Score -792669.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -792673.250000 Penalty: 2686.762451
	Iteration 28Q: 3 clusters Score -792673.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -792675.562500 Penalty: 2686.762451
	Iteration 29Q: 3 clusters Score -792675.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -792677.812500 Penalty: 2686.762451
	Iteration 30Q: 3 clusters Score -792677.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -792680.500000 Penalty: 2686.762451
	Iteration 31Q: 3 clusters Score -792680.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -792684.437500 Penalty: 2686.762451
	Iteration 32Q: 3 clusters Score -792684.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -792685.562500 Penalty: 2686.762451
	Iteration 33Q: 3 clusters Score -792685.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -792685.187500 Penalty: 2686.762451
	Iteration 34Q: 3 clusters Score -792685.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -792685.312500 Penalty: 2686.762451
	Iteration 35Q: 3 clusters Score -792685.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -792685.812500 Penalty: 2686.762451
	Iteration 36Q: 3 clusters Score -792685.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -792688.375000 Penalty: 2686.762451
	Iteration 37Q: 3 clusters Score -792688.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -792687.562500 Penalty: 2686.762451
	Iteration 38Q: 3 clusters Score -792687.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -792689.250000 Penalty: 2686.762451
	Iteration 39Q: 3 clusters Score -792689.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -792691.437500 Penalty: 2686.762451
	Iteration 40F: 3 clusters Score -792691.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -792691.750000 Penalty: 2686.762451
	Iteration 41Q: 3 clusters Score -792691.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -792692.375000 Penalty: 2686.762451
	Iteration 42Q: 3 clusters Score -792692.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -792696.187500 Penalty: 2686.762451
	Iteration 43Q: 3 clusters Score -792696.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -792696.625000 Penalty: 2686.762451
	Iteration 44Q: 3 clusters Score -792696.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -792697.125000 Penalty: 2686.762451
	Iteration 45Q: 3 clusters Score -792697.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -792698.250000 Penalty: 2686.762451
	Iteration 46Q: 3 clusters Score -792698.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -792699.000000 Penalty: 2686.762451
	Iteration 47Q: 3 clusters Score -792699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -792699.000000 Penalty: 2686.762451
	Iteration 48F: 3 clusters Score -792699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61543 members 
Mstep: Class 2 contains 10436 members 
Mstep: Class 3 contains 6979 members 
Mstep: Class 4 contains 48065 members 
Mstep: Class 5 contains 5703 members 
Mstep: Class 6 contains 11572 members 
Mstep: Class 7 contains 56134 members 
Mstep: Class 8 contains 10557 members 
Mstep: Class 9 contains 11016 members 
Mstep: Class 10 contains 11442 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7473 members 
Mstep: Class 13 contains 18918 members 
Mstep: Class 14 contains 37763 members 
Mstep: Class 15 contains 16480 members 
Mstep: Class 16 contains 22559 members 
Mstep: Class 17 contains 28488 members 
Mstep: Class 18 contains 19711 members 
Mstep: Class 19 contains 1506 members 
Mstep: Class 20 contains 202098 members 
Mstep: Class 21 contains 12295 members 
Mstep: Class 22 contains 1777 members 
Mstep: Class 23 contains 6245 members 
Mstep: Class 24 contains 2152 members 
Mstep: Class 25 contains 36554 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14803 members 
Mstep: Class 28 contains 19797 members 
Mstep: Class 29 contains 37495 members 
Mstep: Class 30 contains 10778 members 
Mstep: Class 31 contains 9166 members 
Mstep: Class 32 contains 992 members 
Mstep: Class 33 contains 8002 members 
Mstep: Class 34 contains 4033 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1596 members 
Mstep: Class 37 contains 4267 members 
Mstep: Class 38 contains 3409 members 
Mstep: Class 39 contains 33937 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2518 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1944 members 
Mstep: Class 46 contains 1308 members 
Mstep: Class 47 contains 11629 members 
Mstep: Class 48 contains 1752 members 
Mstep: Class 49 contains 1376 members 
Mstep: Class 50 contains 21331 members 
Mstep: Class 51 contains 963 members 
Mstep: Class 52 contains 2631 members 
Entering Unmasked Estep 
Score: -88130808.000000 Penalty: 106082.015625
Splitting cluster 5 changes total score from -88131152.000000 to -88130808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (11572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Entering Unmasked Estep 
Score: -1180156.625000 Penalty: 1392.223877
	Iteration 0F: 2 clusters Score -1180157 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1172391.500000 Penalty: 2784.447754
	Iteration 0F: 3 clusters Score -1172392 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1175111.625000 Penalty: 2784.447754
	Iteration 1F: 3 clusters Score -1175112 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1175479.625000 Penalty: 2784.447754
	Iteration 2F: 3 clusters Score -1175480 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1175808.875000 Penalty: 2784.447754
	Iteration 3F: 3 clusters Score -1175809 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1176130.875000 Penalty: 2784.447754
	Iteration 4Q: 3 clusters Score -1176131 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1176493.750000 Penalty: 2784.447754
	Iteration 5F: 3 clusters Score -1176494 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1177007.500000 Penalty: 2784.447754
	Iteration 6F: 3 clusters Score -1177008 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1177600.875000 Penalty: 2784.447754
	Iteration 7F: 3 clusters Score -1177601 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1178138.375000 Penalty: 2784.447754
	Iteration 8F: 3 clusters Score -1178138 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1178548.500000 Penalty: 2784.447754
	Iteration 9F: 3 clusters Score -1178548 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1178794.375000 Penalty: 2784.447754
	Iteration 10Q: 3 clusters Score -1178794 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1178930.250000 Penalty: 2784.447754
	Iteration 11Q: 3 clusters Score -1178930 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1178995.125000 Penalty: 2784.447754
	Iteration 12Q: 3 clusters Score -1178995 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1179033.250000 Penalty: 2784.447754
	Iteration 13Q: 3 clusters Score -1179033 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1179062.125000 Penalty: 2784.447754
	Iteration 14Q: 3 clusters Score -1179062 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1179087.125000 Penalty: 2784.447754
	Iteration 15Q: 3 clusters Score -1179087 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1179105.625000 Penalty: 2784.447754
	Iteration 16Q: 3 clusters Score -1179106 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1179119.500000 Penalty: 2784.447754
	Iteration 17Q: 3 clusters Score -1179120 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1179137.125000 Penalty: 2784.447754
	Iteration 18Q: 3 clusters Score -1179137 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1179141.125000 Penalty: 2784.447754
	Iteration 19Q: 3 clusters Score -1179141 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1179159.375000 Penalty: 2784.447754
	Iteration 20F: 3 clusters Score -1179159 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1179165.625000 Penalty: 2784.447754
	Iteration 21Q: 3 clusters Score -1179166 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1179175.625000 Penalty: 2784.447754
	Iteration 22Q: 3 clusters Score -1179176 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1179178.750000 Penalty: 2784.447754
	Iteration 23Q: 3 clusters Score -1179179 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1179184.750000 Penalty: 2784.447754
	Iteration 24Q: 3 clusters Score -1179185 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1179186.875000 Penalty: 2784.447754
	Iteration 25Q: 3 clusters Score -1179187 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1179191.125000 Penalty: 2784.447754
	Iteration 26Q: 3 clusters Score -1179191 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1179193.250000 Penalty: 2784.447754
	Iteration 27Q: 3 clusters Score -1179193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1179196.250000 Penalty: 2784.447754
	Iteration 28Q: 3 clusters Score -1179196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1179200.500000 Penalty: 2784.447754
	Iteration 29Q: 3 clusters Score -1179200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1179201.250000 Penalty: 2784.447754
	Iteration 30Q: 3 clusters Score -1179201 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1179202.000000 Penalty: 2784.447754
	Iteration 31Q: 3 clusters Score -1179202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1179201.875000 Penalty: 2784.447754
	Iteration 32Q: 3 clusters Score -1179202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1179201.250000 Penalty: 2784.447754
	Iteration 33Q: 3 clusters Score -1179201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1179204.500000 Penalty: 2784.447754
	Iteration 34Q: 3 clusters Score -1179204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1179204.500000 Penalty: 2784.447754
	Iteration 35Q: 3 clusters Score -1179204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1179205.000000 Penalty: 2784.447754
	Iteration 36Q: 3 clusters Score -1179205 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1179208.875000 Penalty: 2784.447754
	Iteration 37Q: 3 clusters Score -1179209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1179211.875000 Penalty: 2784.447754
	Iteration 38Q: 3 clusters Score -1179212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1179212.375000 Penalty: 2784.447754
	Iteration 39Q: 3 clusters Score -1179212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1179212.250000 Penalty: 2784.447754
	Iteration 40F: 3 clusters Score -1179212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1179213.125000 Penalty: 2784.447754
	Iteration 41Q: 3 clusters Score -1179213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1179213.000000 Penalty: 2784.447754
	Iteration 42Q: 3 clusters Score -1179213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1179213.250000 Penalty: 2784.447754
	Iteration 43Q: 3 clusters Score -1179213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1179216.750000 Penalty: 2784.447754
	Iteration 44Q: 3 clusters Score -1179217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1179214.625000 Penalty: 2784.447754
	Iteration 45Q: 3 clusters Score -1179215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1179215.750000 Penalty: 2784.447754
	Iteration 46Q: 3 clusters Score -1179216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1179218.250000 Penalty: 2784.447754
	Iteration 47Q: 3 clusters Score -1179218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1179218.125000 Penalty: 2784.447754
	Iteration 48Q: 3 clusters Score -1179218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1179221.875000 Penalty: 2784.447754
	Iteration 49Q: 3 clusters Score -1179222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1179223.125000 Penalty: 2784.447754
	Iteration 50Q: 3 clusters Score -1179223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1179223.250000 Penalty: 2784.447754
	Iteration 51Q: 3 clusters Score -1179223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1179220.375000 Penalty: 2784.447754
	Iteration 52Q: 3 clusters Score -1179220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1179220.750000 Penalty: 2784.447754
	Iteration 53Q: 3 clusters Score -1179221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1179220.750000 Penalty: 2784.447754
	Iteration 54F: 3 clusters Score -1179221 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (56134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56134 members 
Entering Unmasked Estep 
Score: -5611055.500000 Penalty: 1627.202026
	Iteration 0F: 2 clusters Score -5611056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28224 members 
Mstep: Class 2 contains 27910 members 
Entering Unmasked Estep 
Score: -5574595.000000 Penalty: 3254.404053
	Iteration 0F: 3 clusters Score -5574595 nChanged 26049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29227 members 
Mstep: Class 2 contains 26907 members 
Entering Unmasked Estep 
Score: -5589394.500000 Penalty: 3254.404053
	Iteration 1F: 3 clusters Score -5589394 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30037 members 
Mstep: Class 2 contains 26097 members 
Entering Unmasked Estep 
Score: -5590354.500000 Penalty: 3254.404053
	Iteration 2Q: 3 clusters Score -5590354 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31158 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -5591517.000000 Penalty: 3254.404053
	Iteration 3Q: 3 clusters Score -5591517 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32641 members 
Mstep: Class 2 contains 23493 members 
Entering Unmasked Estep 
Score: -5592934.500000 Penalty: 3254.404053
	Iteration 4F: 3 clusters Score -5592934 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34461 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -5594597.000000 Penalty: 3254.404053
	Iteration 5F: 3 clusters Score -5594597 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36538 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -5596641.500000 Penalty: 3254.404053
	Iteration 6F: 3 clusters Score -5596642 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38736 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -5598812.500000 Penalty: 3254.404053
	Iteration 7F: 3 clusters Score -5598812 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40888 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -5601108.000000 Penalty: 3254.404053
	Iteration 8F: 3 clusters Score -5601108 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42738 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -5603153.500000 Penalty: 3254.404053
	Iteration 9Q: 3 clusters Score -5603154 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44259 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -5604575.500000 Penalty: 3254.404053
	Iteration 10Q: 3 clusters Score -5604576 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45440 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -5605553.500000 Penalty: 3254.404053
	Iteration 11Q: 3 clusters Score -5605554 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46433 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -5606228.500000 Penalty: 3254.404053
	Iteration 12Q: 3 clusters Score -5606228 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47320 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -5606777.000000 Penalty: 3254.404053
	Iteration 13Q: 3 clusters Score -5606777 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48100 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -5607191.000000 Penalty: 3254.404053
	Iteration 14Q: 3 clusters Score -5607191 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48838 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -5607560.500000 Penalty: 3254.404053
	Iteration 15Q: 3 clusters Score -5607560 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49525 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -5607891.500000 Penalty: 3254.404053
	Iteration 16Q: 3 clusters Score -5607892 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50147 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -5608150.000000 Penalty: 3254.404053
	Iteration 17Q: 3 clusters Score -5608150 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50719 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -5608397.000000 Penalty: 3254.404053
	Iteration 18Q: 3 clusters Score -5608397 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51208 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -5608592.000000 Penalty: 3254.404053
	Iteration 19Q: 3 clusters Score -5608592 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51630 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -5608742.500000 Penalty: 3254.404053
	Iteration 20F: 3 clusters Score -5608742 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51994 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -5608875.500000 Penalty: 3254.404053
	Iteration 21Q: 3 clusters Score -5608876 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52309 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -5608974.500000 Penalty: 3254.404053
	Iteration 22Q: 3 clusters Score -5608974 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52587 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -5609079.500000 Penalty: 3254.404053
	Iteration 23Q: 3 clusters Score -5609080 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52867 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -5609191.500000 Penalty: 3254.404053
	Iteration 24Q: 3 clusters Score -5609192 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53123 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -5609291.500000 Penalty: 3254.404053
	Iteration 25Q: 3 clusters Score -5609292 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53340 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -5609361.500000 Penalty: 3254.404053
	Iteration 26Q: 3 clusters Score -5609362 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53549 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -5609417.500000 Penalty: 3254.404053
	Iteration 27Q: 3 clusters Score -5609418 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53710 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -5609469.000000 Penalty: 3254.404053
	Iteration 28Q: 3 clusters Score -5609469 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53845 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -5609519.500000 Penalty: 3254.404053
	Iteration 29Q: 3 clusters Score -5609520 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53966 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -5609570.500000 Penalty: 3254.404053
	Iteration 30Q: 3 clusters Score -5609570 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54070 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -5609614.500000 Penalty: 3254.404053
	Iteration 31Q: 3 clusters Score -5609614 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54146 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -5609643.500000 Penalty: 3254.404053
	Iteration 32Q: 3 clusters Score -5609644 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54211 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -5609666.000000 Penalty: 3254.404053
	Iteration 33Q: 3 clusters Score -5609666 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54282 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -5609685.000000 Penalty: 3254.404053
	Iteration 34Q: 3 clusters Score -5609685 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54346 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -5609705.000000 Penalty: 3254.404053
	Iteration 35Q: 3 clusters Score -5609705 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54413 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -5609717.500000 Penalty: 3254.404053
	Iteration 36Q: 3 clusters Score -5609718 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54459 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -5609730.000000 Penalty: 3254.404053
	Iteration 37Q: 3 clusters Score -5609730 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54507 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -5609753.000000 Penalty: 3254.404053
	Iteration 38Q: 3 clusters Score -5609753 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54553 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -5609769.000000 Penalty: 3254.404053
	Iteration 39Q: 3 clusters Score -5609769 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54592 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -5609783.000000 Penalty: 3254.404053
	Iteration 40F: 3 clusters Score -5609783 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54624 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -5609796.000000 Penalty: 3254.404053
	Iteration 41Q: 3 clusters Score -5609796 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54654 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -5609794.500000 Penalty: 3254.404053
	Iteration 42Q: 3 clusters Score -5609794 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54682 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -5609808.500000 Penalty: 3254.404053
	Iteration 43Q: 3 clusters Score -5609808 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54716 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -5609813.000000 Penalty: 3254.404053
	Iteration 44Q: 3 clusters Score -5609813 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54745 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -5609821.000000 Penalty: 3254.404053
	Iteration 45Q: 3 clusters Score -5609821 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54765 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -5609829.500000 Penalty: 3254.404053
	Iteration 46Q: 3 clusters Score -5609830 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54783 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -5609831.500000 Penalty: 3254.404053
	Iteration 47Q: 3 clusters Score -5609832 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54801 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -5609835.500000 Penalty: 3254.404053
	Iteration 48Q: 3 clusters Score -5609836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54814 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -5609833.000000 Penalty: 3254.404053
	Iteration 49Q: 3 clusters Score -5609833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54820 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -5609832.500000 Penalty: 3254.404053
	Iteration 50Q: 3 clusters Score -5609832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54828 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -5609830.000000 Penalty: 3254.404053
	Iteration 51Q: 3 clusters Score -5609830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54838 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -5609836.000000 Penalty: 3254.404053
	Iteration 52Q: 3 clusters Score -5609836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54845 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -5609836.500000 Penalty: 3254.404053
	Iteration 53Q: 3 clusters Score -5609836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54852 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -5609832.000000 Penalty: 3254.404053
	Iteration 54Q: 3 clusters Score -5609832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54857 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -5609833.500000 Penalty: 3254.404053
	Iteration 55Q: 3 clusters Score -5609834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54863 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -5609829.500000 Penalty: 3254.404053
	Iteration 56Q: 3 clusters Score -5609830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54867 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -5609834.500000 Penalty: 3254.404053
	Iteration 57Q: 3 clusters Score -5609834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54871 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -5609833.000000 Penalty: 3254.404053
	Iteration 58Q: 3 clusters Score -5609833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54875 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -5609827.500000 Penalty: 3254.404053
	Iteration 59Q: 3 clusters Score -5609828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54879 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -5609834.000000 Penalty: 3254.404053
	Iteration 60F: 3 clusters Score -5609834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54882 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -5609838.500000 Penalty: 3254.404053
	Iteration 61Q: 3 clusters Score -5609838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54884 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -5609835.000000 Penalty: 3254.404053
	Iteration 62Q: 3 clusters Score -5609835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54885 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -5609837.000000 Penalty: 3254.404053
	Iteration 63Q: 3 clusters Score -5609837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54886 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -5609837.000000 Penalty: 3254.404053
	Iteration 64Q: 3 clusters Score -5609837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54886 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -5609837.000000 Penalty: 3254.404053
	Iteration 65F: 3 clusters Score -5609837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Entering Unmasked Estep 
Score: -1090709.125000 Penalty: 1378.564209
	Iteration 0F: 2 clusters Score -1090709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1083601.500000 Penalty: 2757.128418
	Iteration 0F: 3 clusters Score -1083602 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1085983.125000 Penalty: 2757.128418
	Iteration 1F: 3 clusters Score -1085983 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1086303.875000 Penalty: 2757.128418
	Iteration 2F: 3 clusters Score -1086304 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1086546.125000 Penalty: 2757.128418
	Iteration 3F: 3 clusters Score -1086546 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1086713.625000 Penalty: 2757.128418
	Iteration 4Q: 3 clusters Score -1086714 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1086837.250000 Penalty: 2757.128418
	Iteration 5Q: 3 clusters Score -1086837 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1086943.750000 Penalty: 2757.128418
	Iteration 6Q: 3 clusters Score -1086944 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1087045.250000 Penalty: 2757.128418
	Iteration 7Q: 3 clusters Score -1087045 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1087123.625000 Penalty: 2757.128418
	Iteration 8Q: 3 clusters Score -1087124 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1087201.250000 Penalty: 2757.128418
	Iteration 9Q: 3 clusters Score -1087201 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1087280.000000 Penalty: 2757.128418
	Iteration 10Q: 3 clusters Score -1087280 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1087361.125000 Penalty: 2757.128418
	Iteration 11Q: 3 clusters Score -1087361 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1087441.625000 Penalty: 2757.128418
	Iteration 12Q: 3 clusters Score -1087442 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1087526.125000 Penalty: 2757.128418
	Iteration 13Q: 3 clusters Score -1087526 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1087619.250000 Penalty: 2757.128418
	Iteration 14Q: 3 clusters Score -1087619 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1087717.125000 Penalty: 2757.128418
	Iteration 15Q: 3 clusters Score -1087717 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1087820.375000 Penalty: 2757.128418
	Iteration 16Q: 3 clusters Score -1087820 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1087936.375000 Penalty: 2757.128418
	Iteration 17Q: 3 clusters Score -1087936 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1088072.875000 Penalty: 2757.128418
	Iteration 18Q: 3 clusters Score -1088073 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1088226.500000 Penalty: 2757.128418
	Iteration 19Q: 3 clusters Score -1088226 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1088418.375000 Penalty: 2757.128418
	Iteration 20F: 3 clusters Score -1088418 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1088644.125000 Penalty: 2757.128418
	Iteration 21Q: 3 clusters Score -1088644 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1088854.000000 Penalty: 2757.128418
	Iteration 22Q: 3 clusters Score -1088854 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1089080.750000 Penalty: 2757.128418
	Iteration 23Q: 3 clusters Score -1089081 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1089270.875000 Penalty: 2757.128418
	Iteration 24Q: 3 clusters Score -1089271 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1089418.375000 Penalty: 2757.128418
	Iteration 25Q: 3 clusters Score -1089418 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1089546.375000 Penalty: 2757.128418
	Iteration 26Q: 3 clusters Score -1089546 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1089636.875000 Penalty: 2757.128418
	Iteration 27Q: 3 clusters Score -1089637 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1089696.625000 Penalty: 2757.128418
	Iteration 28Q: 3 clusters Score -1089697 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1089750.500000 Penalty: 2757.128418
	Iteration 29Q: 3 clusters Score -1089750 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1089789.125000 Penalty: 2757.128418
	Iteration 30Q: 3 clusters Score -1089789 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1089825.625000 Penalty: 2757.128418
	Iteration 31Q: 3 clusters Score -1089826 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1089851.125000 Penalty: 2757.128418
	Iteration 32Q: 3 clusters Score -1089851 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1089871.625000 Penalty: 2757.128418
	Iteration 33Q: 3 clusters Score -1089872 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1089896.125000 Penalty: 2757.128418
	Iteration 34Q: 3 clusters Score -1089896 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1089904.875000 Penalty: 2757.128418
	Iteration 35Q: 3 clusters Score -1089905 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1089916.375000 Penalty: 2757.128418
	Iteration 36Q: 3 clusters Score -1089916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1089923.000000 Penalty: 2757.128418
	Iteration 37Q: 3 clusters Score -1089923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1089927.875000 Penalty: 2757.128418
	Iteration 38Q: 3 clusters Score -1089928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1089929.875000 Penalty: 2757.128418
	Iteration 39Q: 3 clusters Score -1089930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1089934.625000 Penalty: 2757.128418
	Iteration 40F: 3 clusters Score -1089935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1089937.750000 Penalty: 2757.128418
	Iteration 41Q: 3 clusters Score -1089938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1089939.375000 Penalty: 2757.128418
	Iteration 42Q: 3 clusters Score -1089939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1089939.375000 Penalty: 2757.128418
	Iteration 43F: 3 clusters Score -1089939 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Entering Unmasked Estep 
Score: -1153063.875000 Penalty: 1384.897095
	Iteration 0F: 2 clusters Score -1153064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1145632.500000 Penalty: 2769.794189
	Iteration 0F: 3 clusters Score -1145632 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1148186.750000 Penalty: 2769.794189
	Iteration 1F: 3 clusters Score -1148187 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1148528.000000 Penalty: 2769.794189
	Iteration 2F: 3 clusters Score -1148528 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1148825.500000 Penalty: 2769.794189
	Iteration 3F: 3 clusters Score -1148826 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1149124.125000 Penalty: 2769.794189
	Iteration 4Q: 3 clusters Score -1149124 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1149443.125000 Penalty: 2769.794189
	Iteration 5Q: 3 clusters Score -1149443 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1149770.000000 Penalty: 2769.794189
	Iteration 6Q: 3 clusters Score -1149770 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1150074.375000 Penalty: 2769.794189
	Iteration 7Q: 3 clusters Score -1150074 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1150317.625000 Penalty: 2769.794189
	Iteration 8Q: 3 clusters Score -1150318 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1150495.125000 Penalty: 2769.794189
	Iteration 9Q: 3 clusters Score -1150495 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1150637.250000 Penalty: 2769.794189
	Iteration 10Q: 3 clusters Score -1150637 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1150755.375000 Penalty: 2769.794189
	Iteration 11Q: 3 clusters Score -1150755 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1150850.000000 Penalty: 2769.794189
	Iteration 12Q: 3 clusters Score -1150850 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1150917.000000 Penalty: 2769.794189
	Iteration 13Q: 3 clusters Score -1150917 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1150968.875000 Penalty: 2769.794189
	Iteration 14Q: 3 clusters Score -1150969 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1151010.625000 Penalty: 2769.794189
	Iteration 15Q: 3 clusters Score -1151011 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1151047.625000 Penalty: 2769.794189
	Iteration 16Q: 3 clusters Score -1151048 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1151077.875000 Penalty: 2769.794189
	Iteration 17Q: 3 clusters Score -1151078 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1151091.375000 Penalty: 2769.794189
	Iteration 18Q: 3 clusters Score -1151091 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1151107.625000 Penalty: 2769.794189
	Iteration 19Q: 3 clusters Score -1151108 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1151117.250000 Penalty: 2769.794189
	Iteration 20F: 3 clusters Score -1151117 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1151124.500000 Penalty: 2769.794189
	Iteration 21Q: 3 clusters Score -1151124 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1151135.375000 Penalty: 2769.794189
	Iteration 22Q: 3 clusters Score -1151135 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1151141.625000 Penalty: 2769.794189
	Iteration 23Q: 3 clusters Score -1151142 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1151147.250000 Penalty: 2769.794189
	Iteration 24Q: 3 clusters Score -1151147 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1151151.250000 Penalty: 2769.794189
	Iteration 25Q: 3 clusters Score -1151151 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1151153.500000 Penalty: 2769.794189
	Iteration 26Q: 3 clusters Score -1151154 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1151161.000000 Penalty: 2769.794189
	Iteration 27Q: 3 clusters Score -1151161 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1151158.500000 Penalty: 2769.794189
	Iteration 28Q: 3 clusters Score -1151158 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1151162.250000 Penalty: 2769.794189
	Iteration 29Q: 3 clusters Score -1151162 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1151167.250000 Penalty: 2769.794189
	Iteration 30Q: 3 clusters Score -1151167 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1151169.250000 Penalty: 2769.794189
	Iteration 31Q: 3 clusters Score -1151169 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1151168.375000 Penalty: 2769.794189
	Iteration 32Q: 3 clusters Score -1151168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1151173.375000 Penalty: 2769.794189
	Iteration 33Q: 3 clusters Score -1151173 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1151180.375000 Penalty: 2769.794189
	Iteration 34Q: 3 clusters Score -1151180 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1151181.625000 Penalty: 2769.794189
	Iteration 35Q: 3 clusters Score -1151182 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1151186.750000 Penalty: 2769.794189
	Iteration 36Q: 3 clusters Score -1151187 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1151193.375000 Penalty: 2769.794189
	Iteration 37Q: 3 clusters Score -1151193 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1151199.375000 Penalty: 2769.794189
	Iteration 38Q: 3 clusters Score -1151199 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1151200.375000 Penalty: 2769.794189
	Iteration 39Q: 3 clusters Score -1151200 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1151201.000000 Penalty: 2769.794189
	Iteration 40F: 3 clusters Score -1151201 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1151211.250000 Penalty: 2769.794189
	Iteration 41Q: 3 clusters Score -1151211 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1151214.750000 Penalty: 2769.794189
	Iteration 42Q: 3 clusters Score -1151215 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1151218.875000 Penalty: 2769.794189
	Iteration 43Q: 3 clusters Score -1151219 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1151224.250000 Penalty: 2769.794189
	Iteration 44Q: 3 clusters Score -1151224 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1151229.625000 Penalty: 2769.794189
	Iteration 45Q: 3 clusters Score -1151230 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1151230.250000 Penalty: 2769.794189
	Iteration 46Q: 3 clusters Score -1151230 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1151237.750000 Penalty: 2769.794189
	Iteration 47Q: 3 clusters Score -1151238 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1151245.500000 Penalty: 2769.794189
	Iteration 48Q: 3 clusters Score -1151246 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1151252.625000 Penalty: 2769.794189
	Iteration 49Q: 3 clusters Score -1151253 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1151255.125000 Penalty: 2769.794189
	Iteration 50Q: 3 clusters Score -1151255 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1151262.000000 Penalty: 2769.794189
	Iteration 51Q: 3 clusters Score -1151262 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1151266.500000 Penalty: 2769.794189
	Iteration 52Q: 3 clusters Score -1151266 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1151270.500000 Penalty: 2769.794189
	Iteration 53Q: 3 clusters Score -1151270 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1151274.625000 Penalty: 2769.794189
	Iteration 54Q: 3 clusters Score -1151275 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1151277.875000 Penalty: 2769.794189
	Iteration 55Q: 3 clusters Score -1151278 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1151279.250000 Penalty: 2769.794189
	Iteration 56Q: 3 clusters Score -1151279 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1151279.125000 Penalty: 2769.794189
	Iteration 57Q: 3 clusters Score -1151279 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1151280.875000 Penalty: 2769.794189
	Iteration 58Q: 3 clusters Score -1151281 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1151288.250000 Penalty: 2769.794189
	Iteration 59Q: 3 clusters Score -1151288 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1151287.750000 Penalty: 2769.794189
	Iteration 60F: 3 clusters Score -1151288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1151292.000000 Penalty: 2769.794189
	Iteration 61Q: 3 clusters Score -1151292 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1151290.625000 Penalty: 2769.794189
	Iteration 62Q: 3 clusters Score -1151291 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1151296.375000 Penalty: 2769.794189
	Iteration 63Q: 3 clusters Score -1151296 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1151300.000000 Penalty: 2769.794189
	Iteration 64Q: 3 clusters Score -1151300 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1151307.500000 Penalty: 2769.794189
	Iteration 65Q: 3 clusters Score -1151308 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1151310.750000 Penalty: 2769.794189
	Iteration 66Q: 3 clusters Score -1151311 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1151314.750000 Penalty: 2769.794189
	Iteration 67Q: 3 clusters Score -1151315 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1151318.250000 Penalty: 2769.794189
	Iteration 68Q: 3 clusters Score -1151318 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1151319.750000 Penalty: 2769.794189
	Iteration 69Q: 3 clusters Score -1151320 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1151328.625000 Penalty: 2769.794189
	Iteration 70Q: 3 clusters Score -1151329 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1151329.250000 Penalty: 2769.794189
	Iteration 71Q: 3 clusters Score -1151329 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1151333.125000 Penalty: 2769.794189
	Iteration 72Q: 3 clusters Score -1151333 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1151334.125000 Penalty: 2769.794189
	Iteration 73Q: 3 clusters Score -1151334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1151332.375000 Penalty: 2769.794189
	Iteration 74Q: 3 clusters Score -1151332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1151337.125000 Penalty: 2769.794189
	Iteration 75Q: 3 clusters Score -1151337 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1151337.625000 Penalty: 2769.794189
	Iteration 76Q: 3 clusters Score -1151338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1151337.375000 Penalty: 2769.794189
	Iteration 77Q: 3 clusters Score -1151337 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1151342.125000 Penalty: 2769.794189
	Iteration 78Q: 3 clusters Score -1151342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1151341.500000 Penalty: 2769.794189
	Iteration 79Q: 3 clusters Score -1151342 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1151344.125000 Penalty: 2769.794189
	Iteration 80F: 3 clusters Score -1151344 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1151348.375000 Penalty: 2769.794189
	Iteration 81Q: 3 clusters Score -1151348 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1151354.875000 Penalty: 2769.794189
	Iteration 82Q: 3 clusters Score -1151355 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1151359.000000 Penalty: 2769.794189
	Iteration 83Q: 3 clusters Score -1151359 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1151369.000000 Penalty: 2769.794189
	Iteration 84Q: 3 clusters Score -1151369 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1151370.000000 Penalty: 2769.794189
	Iteration 85Q: 3 clusters Score -1151370 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1151380.125000 Penalty: 2769.794189
	Iteration 86Q: 3 clusters Score -1151380 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1151384.125000 Penalty: 2769.794189
	Iteration 87Q: 3 clusters Score -1151384 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1151393.625000 Penalty: 2769.794189
	Iteration 88Q: 3 clusters Score -1151394 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1151400.125000 Penalty: 2769.794189
	Iteration 89Q: 3 clusters Score -1151400 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1151405.750000 Penalty: 2769.794189
	Iteration 90Q: 3 clusters Score -1151406 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1151415.375000 Penalty: 2769.794189
	Iteration 91Q: 3 clusters Score -1151415 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1151426.125000 Penalty: 2769.794189
	Iteration 92Q: 3 clusters Score -1151426 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1151436.875000 Penalty: 2769.794189
	Iteration 93Q: 3 clusters Score -1151437 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1151445.750000 Penalty: 2769.794189
	Iteration 94Q: 3 clusters Score -1151446 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1151446.375000 Penalty: 2769.794189
	Iteration 95Q: 3 clusters Score -1151446 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1151463.500000 Penalty: 2769.794189
	Iteration 96Q: 3 clusters Score -1151464 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1151483.125000 Penalty: 2769.794189
	Iteration 97Q: 3 clusters Score -1151483 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1151505.500000 Penalty: 2769.794189
	Iteration 98Q: 3 clusters Score -1151506 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1151529.375000 Penalty: 2769.794189
	Iteration 99Q: 3 clusters Score -1151529 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1151552.625000 Penalty: 2769.794189
	Iteration 100F: 3 clusters Score -1151553 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1151581.000000 Penalty: 2769.794189
	Iteration 101Q: 3 clusters Score -1151581 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1151598.500000 Penalty: 2769.794189
	Iteration 102Q: 3 clusters Score -1151598 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1151621.375000 Penalty: 2769.794189
	Iteration 103Q: 3 clusters Score -1151621 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1151640.625000 Penalty: 2769.794189
	Iteration 104Q: 3 clusters Score -1151641 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1151666.125000 Penalty: 2769.794189
	Iteration 105Q: 3 clusters Score -1151666 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1151686.625000 Penalty: 2769.794189
	Iteration 106Q: 3 clusters Score -1151687 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1151706.250000 Penalty: 2769.794189
	Iteration 107Q: 3 clusters Score -1151706 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1151730.750000 Penalty: 2769.794189
	Iteration 108Q: 3 clusters Score -1151731 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1151758.500000 Penalty: 2769.794189
	Iteration 109Q: 3 clusters Score -1151758 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1151784.000000 Penalty: 2769.794189
	Iteration 110Q: 3 clusters Score -1151784 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1151807.250000 Penalty: 2769.794189
	Iteration 111Q: 3 clusters Score -1151807 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1151831.375000 Penalty: 2769.794189
	Iteration 112Q: 3 clusters Score -1151831 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1151868.000000 Penalty: 2769.794189
	Iteration 113Q: 3 clusters Score -1151868 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1151905.125000 Penalty: 2769.794189
	Iteration 114Q: 3 clusters Score -1151905 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1151943.500000 Penalty: 2769.794189
	Iteration 115Q: 3 clusters Score -1151944 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1151977.250000 Penalty: 2769.794189
	Iteration 116Q: 3 clusters Score -1151977 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1152000.625000 Penalty: 2769.794189
	Iteration 117Q: 3 clusters Score -1152001 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1152027.750000 Penalty: 2769.794189
	Iteration 118Q: 3 clusters Score -1152028 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1152050.250000 Penalty: 2769.794189
	Iteration 119Q: 3 clusters Score -1152050 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1152066.875000 Penalty: 2769.794189
	Iteration 120F: 3 clusters Score -1152067 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1152076.125000 Penalty: 2769.794189
	Iteration 121Q: 3 clusters Score -1152076 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1152092.000000 Penalty: 2769.794189
	Iteration 122Q: 3 clusters Score -1152092 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1152102.500000 Penalty: 2769.794189
	Iteration 123Q: 3 clusters Score -1152102 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1152109.625000 Penalty: 2769.794189
	Iteration 124Q: 3 clusters Score -1152110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1152119.250000 Penalty: 2769.794189
	Iteration 125Q: 3 clusters Score -1152119 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -1152128.125000 Penalty: 2769.794189
	Iteration 126Q: 3 clusters Score -1152128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1152139.000000 Penalty: 2769.794189
	Iteration 127Q: 3 clusters Score -1152139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1152142.500000 Penalty: 2769.794189
	Iteration 128Q: 3 clusters Score -1152142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1152145.000000 Penalty: 2769.794189
	Iteration 129Q: 3 clusters Score -1152145 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1152151.125000 Penalty: 2769.794189
	Iteration 130Q: 3 clusters Score -1152151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1152154.500000 Penalty: 2769.794189
	Iteration 131Q: 3 clusters Score -1152154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1152163.000000 Penalty: 2769.794189
	Iteration 132Q: 3 clusters Score -1152163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1152161.125000 Penalty: 2769.794189
	Iteration 133Q: 3 clusters Score -1152161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1152159.875000 Penalty: 2769.794189
	Iteration 134Q: 3 clusters Score -1152160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1152161.500000 Penalty: 2769.794189
	Iteration 135Q: 3 clusters Score -1152162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1152165.250000 Penalty: 2769.794189
	Iteration 136Q: 3 clusters Score -1152165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1152165.375000 Penalty: 2769.794189
	Iteration 137Q: 3 clusters Score -1152165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -1152167.500000 Penalty: 2769.794189
	Iteration 138Q: 3 clusters Score -1152168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1152168.750000 Penalty: 2769.794189
	Iteration 139Q: 3 clusters Score -1152169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1152169.500000 Penalty: 2769.794189
	Iteration 140F: 3 clusters Score -1152170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1152171.875000 Penalty: 2769.794189
	Iteration 141Q: 3 clusters Score -1152172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1152171.875000 Penalty: 2769.794189
	Iteration 142Q: 3 clusters Score -1152172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1152172.875000 Penalty: 2769.794189
	Iteration 143Q: 3 clusters Score -1152173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1152174.125000 Penalty: 2769.794189
	Iteration 144Q: 3 clusters Score -1152174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1152174.000000 Penalty: 2769.794189
	Iteration 145Q: 3 clusters Score -1152174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1152174.000000 Penalty: 2769.794189
	Iteration 146F: 3 clusters Score -1152174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Entering Unmasked Estep 
Score: -1203329.000000 Penalty: 1390.542847
	Iteration 0F: 2 clusters Score -1203329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1195619.375000 Penalty: 2781.085693
	Iteration 0F: 3 clusters Score -1195619 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1198168.250000 Penalty: 2781.085693
	Iteration 1F: 3 clusters Score -1198168 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1198514.500000 Penalty: 2781.085693
	Iteration 2F: 3 clusters Score -1198514 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1198794.375000 Penalty: 2781.085693
	Iteration 3F: 3 clusters Score -1198794 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1199048.375000 Penalty: 2781.085693
	Iteration 4Q: 3 clusters Score -1199048 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1199276.500000 Penalty: 2781.085693
	Iteration 5Q: 3 clusters Score -1199276 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1199514.000000 Penalty: 2781.085693
	Iteration 6Q: 3 clusters Score -1199514 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1199760.000000 Penalty: 2781.085693
	Iteration 7Q: 3 clusters Score -1199760 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1200008.875000 Penalty: 2781.085693
	Iteration 8Q: 3 clusters Score -1200009 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1200249.750000 Penalty: 2781.085693
	Iteration 9Q: 3 clusters Score -1200250 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1200483.875000 Penalty: 2781.085693
	Iteration 10Q: 3 clusters Score -1200484 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1200667.375000 Penalty: 2781.085693
	Iteration 11Q: 3 clusters Score -1200667 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1200835.000000 Penalty: 2781.085693
	Iteration 12Q: 3 clusters Score -1200835 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1200966.750000 Penalty: 2781.085693
	Iteration 13Q: 3 clusters Score -1200967 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1201075.625000 Penalty: 2781.085693
	Iteration 14Q: 3 clusters Score -1201076 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1201167.500000 Penalty: 2781.085693
	Iteration 15Q: 3 clusters Score -1201168 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1201237.500000 Penalty: 2781.085693
	Iteration 16Q: 3 clusters Score -1201238 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1201299.125000 Penalty: 2781.085693
	Iteration 17Q: 3 clusters Score -1201299 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1201364.000000 Penalty: 2781.085693
	Iteration 18Q: 3 clusters Score -1201364 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1201428.125000 Penalty: 2781.085693
	Iteration 19Q: 3 clusters Score -1201428 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1201489.000000 Penalty: 2781.085693
	Iteration 20F: 3 clusters Score -1201489 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1201543.375000 Penalty: 2781.085693
	Iteration 21Q: 3 clusters Score -1201543 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1201587.625000 Penalty: 2781.085693
	Iteration 22Q: 3 clusters Score -1201588 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1201628.375000 Penalty: 2781.085693
	Iteration 23Q: 3 clusters Score -1201628 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1201661.625000 Penalty: 2781.085693
	Iteration 24Q: 3 clusters Score -1201662 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1201696.750000 Penalty: 2781.085693
	Iteration 25Q: 3 clusters Score -1201697 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1201730.500000 Penalty: 2781.085693
	Iteration 26Q: 3 clusters Score -1201730 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1201764.000000 Penalty: 2781.085693
	Iteration 27Q: 3 clusters Score -1201764 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1201794.250000 Penalty: 2781.085693
	Iteration 28Q: 3 clusters Score -1201794 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1201834.250000 Penalty: 2781.085693
	Iteration 29Q: 3 clusters Score -1201834 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1201868.000000 Penalty: 2781.085693
	Iteration 30Q: 3 clusters Score -1201868 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1201895.500000 Penalty: 2781.085693
	Iteration 31Q: 3 clusters Score -1201896 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1201916.500000 Penalty: 2781.085693
	Iteration 32Q: 3 clusters Score -1201916 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1201938.750000 Penalty: 2781.085693
	Iteration 33Q: 3 clusters Score -1201939 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1201956.875000 Penalty: 2781.085693
	Iteration 34Q: 3 clusters Score -1201957 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1201976.000000 Penalty: 2781.085693
	Iteration 35Q: 3 clusters Score -1201976 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1201992.500000 Penalty: 2781.085693
	Iteration 36Q: 3 clusters Score -1201992 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1202003.875000 Penalty: 2781.085693
	Iteration 37Q: 3 clusters Score -1202004 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1202018.875000 Penalty: 2781.085693
	Iteration 38Q: 3 clusters Score -1202019 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1202026.375000 Penalty: 2781.085693
	Iteration 39Q: 3 clusters Score -1202026 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1202033.750000 Penalty: 2781.085693
	Iteration 40F: 3 clusters Score -1202034 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1202039.500000 Penalty: 2781.085693
	Iteration 41Q: 3 clusters Score -1202040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1202043.250000 Penalty: 2781.085693
	Iteration 42Q: 3 clusters Score -1202043 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1202055.125000 Penalty: 2781.085693
	Iteration 43Q: 3 clusters Score -1202055 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1202059.500000 Penalty: 2781.085693
	Iteration 44Q: 3 clusters Score -1202060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1202065.750000 Penalty: 2781.085693
	Iteration 45Q: 3 clusters Score -1202066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1202072.500000 Penalty: 2781.085693
	Iteration 46Q: 3 clusters Score -1202072 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1202077.625000 Penalty: 2781.085693
	Iteration 47Q: 3 clusters Score -1202078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1202084.750000 Penalty: 2781.085693
	Iteration 48Q: 3 clusters Score -1202085 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1202093.000000 Penalty: 2781.085693
	Iteration 49Q: 3 clusters Score -1202093 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1202101.375000 Penalty: 2781.085693
	Iteration 50Q: 3 clusters Score -1202101 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -1202106.875000 Penalty: 2781.085693
	Iteration 51Q: 3 clusters Score -1202107 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1202112.625000 Penalty: 2781.085693
	Iteration 52Q: 3 clusters Score -1202113 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1202119.125000 Penalty: 2781.085693
	Iteration 53Q: 3 clusters Score -1202119 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1202134.750000 Penalty: 2781.085693
	Iteration 54Q: 3 clusters Score -1202135 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1202145.500000 Penalty: 2781.085693
	Iteration 55Q: 3 clusters Score -1202146 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1202150.375000 Penalty: 2781.085693
	Iteration 56Q: 3 clusters Score -1202150 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1202164.000000 Penalty: 2781.085693
	Iteration 57Q: 3 clusters Score -1202164 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1202176.375000 Penalty: 2781.085693
	Iteration 58Q: 3 clusters Score -1202176 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1202194.000000 Penalty: 2781.085693
	Iteration 59Q: 3 clusters Score -1202194 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1202207.875000 Penalty: 2781.085693
	Iteration 60F: 3 clusters Score -1202208 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1202222.000000 Penalty: 2781.085693
	Iteration 61Q: 3 clusters Score -1202222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -1202234.625000 Penalty: 2781.085693
	Iteration 62Q: 3 clusters Score -1202235 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1202244.250000 Penalty: 2781.085693
	Iteration 63Q: 3 clusters Score -1202244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1202250.625000 Penalty: 2781.085693
	Iteration 64Q: 3 clusters Score -1202251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1202259.375000 Penalty: 2781.085693
	Iteration 65Q: 3 clusters Score -1202259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1202267.000000 Penalty: 2781.085693
	Iteration 66Q: 3 clusters Score -1202267 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1202274.500000 Penalty: 2781.085693
	Iteration 67Q: 3 clusters Score -1202274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1202282.500000 Penalty: 2781.085693
	Iteration 68Q: 3 clusters Score -1202282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1202287.375000 Penalty: 2781.085693
	Iteration 69Q: 3 clusters Score -1202287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1202287.375000 Penalty: 2781.085693
	Iteration 70F: 3 clusters Score -1202287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Entering Unmasked Estep 
Score: -1078552.500000 Penalty: 1374.680176
	Iteration 0F: 2 clusters Score -1078552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1071612.250000 Penalty: 2749.360352
	Iteration 0F: 3 clusters Score -1071612 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1073809.000000 Penalty: 2749.360352
	Iteration 1F: 3 clusters Score -1073809 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1074141.875000 Penalty: 2749.360352
	Iteration 2F: 3 clusters Score -1074142 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1074401.000000 Penalty: 2749.360352
	Iteration 3F: 3 clusters Score -1074401 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1074619.500000 Penalty: 2749.360352
	Iteration 4Q: 3 clusters Score -1074620 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1074835.625000 Penalty: 2749.360352
	Iteration 5Q: 3 clusters Score -1074836 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1075063.250000 Penalty: 2749.360352
	Iteration 6Q: 3 clusters Score -1075063 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1075311.500000 Penalty: 2749.360352
	Iteration 7Q: 3 clusters Score -1075312 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1075587.500000 Penalty: 2749.360352
	Iteration 8Q: 3 clusters Score -1075588 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1075893.625000 Penalty: 2749.360352
	Iteration 9Q: 3 clusters Score -1075894 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1076203.000000 Penalty: 2749.360352
	Iteration 10Q: 3 clusters Score -1076203 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1076493.875000 Penalty: 2749.360352
	Iteration 11Q: 3 clusters Score -1076494 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1076750.500000 Penalty: 2749.360352
	Iteration 12Q: 3 clusters Score -1076750 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1076934.875000 Penalty: 2749.360352
	Iteration 13Q: 3 clusters Score -1076935 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1077068.500000 Penalty: 2749.360352
	Iteration 14Q: 3 clusters Score -1077068 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1077171.375000 Penalty: 2749.360352
	Iteration 15Q: 3 clusters Score -1077171 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1077239.125000 Penalty: 2749.360352
	Iteration 16Q: 3 clusters Score -1077239 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1077303.125000 Penalty: 2749.360352
	Iteration 17Q: 3 clusters Score -1077303 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1077348.625000 Penalty: 2749.360352
	Iteration 18Q: 3 clusters Score -1077349 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1077382.375000 Penalty: 2749.360352
	Iteration 19Q: 3 clusters Score -1077382 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1077404.625000 Penalty: 2749.360352
	Iteration 20F: 3 clusters Score -1077405 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1077421.000000 Penalty: 2749.360352
	Iteration 21Q: 3 clusters Score -1077421 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1077427.250000 Penalty: 2749.360352
	Iteration 22Q: 3 clusters Score -1077427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1077436.625000 Penalty: 2749.360352
	Iteration 23Q: 3 clusters Score -1077437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1077439.500000 Penalty: 2749.360352
	Iteration 24Q: 3 clusters Score -1077440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1077447.000000 Penalty: 2749.360352
	Iteration 25Q: 3 clusters Score -1077447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1077450.125000 Penalty: 2749.360352
	Iteration 26Q: 3 clusters Score -1077450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1077458.500000 Penalty: 2749.360352
	Iteration 27Q: 3 clusters Score -1077458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1077464.250000 Penalty: 2749.360352
	Iteration 28Q: 3 clusters Score -1077464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1077468.625000 Penalty: 2749.360352
	Iteration 29Q: 3 clusters Score -1077469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1077472.125000 Penalty: 2749.360352
	Iteration 30Q: 3 clusters Score -1077472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1077476.625000 Penalty: 2749.360352
	Iteration 31Q: 3 clusters Score -1077477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1077481.000000 Penalty: 2749.360352
	Iteration 32Q: 3 clusters Score -1077481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1077488.250000 Penalty: 2749.360352
	Iteration 33Q: 3 clusters Score -1077488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1077495.250000 Penalty: 2749.360352
	Iteration 34Q: 3 clusters Score -1077495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1077498.875000 Penalty: 2749.360352
	Iteration 35Q: 3 clusters Score -1077499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1077506.125000 Penalty: 2749.360352
	Iteration 36Q: 3 clusters Score -1077506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1077509.500000 Penalty: 2749.360352
	Iteration 37Q: 3 clusters Score -1077510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1077518.000000 Penalty: 2749.360352
	Iteration 38Q: 3 clusters Score -1077518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1077526.000000 Penalty: 2749.360352
	Iteration 39Q: 3 clusters Score -1077526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1077532.500000 Penalty: 2749.360352
	Iteration 40F: 3 clusters Score -1077532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1077534.500000 Penalty: 2749.360352
	Iteration 41Q: 3 clusters Score -1077534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1077536.000000 Penalty: 2749.360352
	Iteration 42Q: 3 clusters Score -1077536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1077541.125000 Penalty: 2749.360352
	Iteration 43Q: 3 clusters Score -1077541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1077542.000000 Penalty: 2749.360352
	Iteration 44Q: 3 clusters Score -1077542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1077547.125000 Penalty: 2749.360352
	Iteration 45Q: 3 clusters Score -1077547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1077547.125000 Penalty: 2749.360352
	Iteration 46Q: 3 clusters Score -1077547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1077547.875000 Penalty: 2749.360352
	Iteration 47Q: 3 clusters Score -1077548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1077548.750000 Penalty: 2749.360352
	Iteration 48Q: 3 clusters Score -1077549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1077548.750000 Penalty: 2749.360352
	Iteration 49F: 3 clusters Score -1077549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Entering Unmasked Estep 
Score: -749001.437500 Penalty: 1327.155029
	Iteration 0F: 2 clusters Score -749001.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -743759.562500 Penalty: 2654.310059
	Iteration 0F: 3 clusters Score -743759.6 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -745381.875000 Penalty: 2654.310059
	Iteration 1F: 3 clusters Score -745381.9 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -745689.375000 Penalty: 2654.310059
	Iteration 2F: 3 clusters Score -745689.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -745959.187500 Penalty: 2654.310059
	Iteration 3F: 3 clusters Score -745959.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -746150.625000 Penalty: 2654.310059
	Iteration 4Q: 3 clusters Score -746150.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -746300.000000 Penalty: 2654.310059
	Iteration 5Q: 3 clusters Score -746300 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -746431.187500 Penalty: 2654.310059
	Iteration 6Q: 3 clusters Score -746431.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -746542.687500 Penalty: 2654.310059
	Iteration 7Q: 3 clusters Score -746542.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -746647.375000 Penalty: 2654.310059
	Iteration 8Q: 3 clusters Score -746647.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -746767.687500 Penalty: 2654.310059
	Iteration 9Q: 3 clusters Score -746767.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -746882.437500 Penalty: 2654.310059
	Iteration 10Q: 3 clusters Score -746882.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -747009.687500 Penalty: 2654.310059
	Iteration 11Q: 3 clusters Score -747009.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -747149.250000 Penalty: 2654.310059
	Iteration 12Q: 3 clusters Score -747149.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -747286.312500 Penalty: 2654.310059
	Iteration 13Q: 3 clusters Score -747286.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -747405.562500 Penalty: 2654.310059
	Iteration 14Q: 3 clusters Score -747405.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -747546.937500 Penalty: 2654.310059
	Iteration 15Q: 3 clusters Score -747546.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -747695.437500 Penalty: 2654.310059
	Iteration 16Q: 3 clusters Score -747695.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -747849.250000 Penalty: 2654.310059
	Iteration 17Q: 3 clusters Score -747849.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -747970.375000 Penalty: 2654.310059
	Iteration 18Q: 3 clusters Score -747970.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -748092.125000 Penalty: 2654.310059
	Iteration 19Q: 3 clusters Score -748092.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -748185.312500 Penalty: 2654.310059
	Iteration 20F: 3 clusters Score -748185.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -748258.937500 Penalty: 2654.310059
	Iteration 21Q: 3 clusters Score -748258.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -748324.375000 Penalty: 2654.310059
	Iteration 22Q: 3 clusters Score -748324.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -748381.437500 Penalty: 2654.310059
	Iteration 23Q: 3 clusters Score -748381.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -748420.437500 Penalty: 2654.310059
	Iteration 24Q: 3 clusters Score -748420.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -748462.125000 Penalty: 2654.310059
	Iteration 25Q: 3 clusters Score -748462.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -748496.750000 Penalty: 2654.310059
	Iteration 26Q: 3 clusters Score -748496.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -748528.625000 Penalty: 2654.310059
	Iteration 27Q: 3 clusters Score -748528.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -748559.187500 Penalty: 2654.310059
	Iteration 28Q: 3 clusters Score -748559.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -748579.687500 Penalty: 2654.310059
	Iteration 29Q: 3 clusters Score -748579.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -748594.937500 Penalty: 2654.310059
	Iteration 30Q: 3 clusters Score -748594.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -748598.000000 Penalty: 2654.310059
	Iteration 31Q: 3 clusters Score -748598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -748600.062500 Penalty: 2654.310059
	Iteration 32Q: 3 clusters Score -748600.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -748602.250000 Penalty: 2654.310059
	Iteration 33Q: 3 clusters Score -748602.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -748604.500000 Penalty: 2654.310059
	Iteration 34Q: 3 clusters Score -748604.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -748604.500000 Penalty: 2654.310059
	Iteration 35F: 3 clusters Score -748604.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (18918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Entering Unmasked Estep 
Score: -1940812.000000 Penalty: 1465.362915
	Iteration 0F: 2 clusters Score -1940812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1928404.000000 Penalty: 2930.725830
	Iteration 0F: 3 clusters Score -1928404 nChanged 8312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1932722.125000 Penalty: 2930.725830
	Iteration 1F: 3 clusters Score -1932722 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1933125.250000 Penalty: 2930.725830
	Iteration 2F: 3 clusters Score -1933125 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1933512.750000 Penalty: 2930.725830
	Iteration 3F: 3 clusters Score -1933513 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1933851.750000 Penalty: 2930.725830
	Iteration 4Q: 3 clusters Score -1933852 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1934156.000000 Penalty: 2930.725830
	Iteration 5Q: 3 clusters Score -1934156 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1934475.500000 Penalty: 2930.725830
	Iteration 6Q: 3 clusters Score -1934476 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1934860.500000 Penalty: 2930.725830
	Iteration 7Q: 3 clusters Score -1934860 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1935309.625000 Penalty: 2930.725830
	Iteration 8Q: 3 clusters Score -1935310 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1935757.000000 Penalty: 2930.725830
	Iteration 9Q: 3 clusters Score -1935757 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1936185.500000 Penalty: 2930.725830
	Iteration 10Q: 3 clusters Score -1936186 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1936646.875000 Penalty: 2930.725830
	Iteration 11Q: 3 clusters Score -1936647 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1937176.125000 Penalty: 2930.725830
	Iteration 12Q: 3 clusters Score -1937176 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1937619.750000 Penalty: 2930.725830
	Iteration 13Q: 3 clusters Score -1937620 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1937994.125000 Penalty: 2930.725830
	Iteration 14Q: 3 clusters Score -1937994 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1938273.375000 Penalty: 2930.725830
	Iteration 15Q: 3 clusters Score -1938273 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1938485.000000 Penalty: 2930.725830
	Iteration 16Q: 3 clusters Score -1938485 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1938623.750000 Penalty: 2930.725830
	Iteration 17Q: 3 clusters Score -1938624 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1938735.000000 Penalty: 2930.725830
	Iteration 18Q: 3 clusters Score -1938735 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1938792.250000 Penalty: 2930.725830
	Iteration 19Q: 3 clusters Score -1938792 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1938850.250000 Penalty: 2930.725830
	Iteration 20F: 3 clusters Score -1938850 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1938899.000000 Penalty: 2930.725830
	Iteration 21Q: 3 clusters Score -1938899 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1938938.000000 Penalty: 2930.725830
	Iteration 22Q: 3 clusters Score -1938938 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1938985.000000 Penalty: 2930.725830
	Iteration 23Q: 3 clusters Score -1938985 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1939032.250000 Penalty: 2930.725830
	Iteration 24Q: 3 clusters Score -1939032 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1939102.125000 Penalty: 2930.725830
	Iteration 25Q: 3 clusters Score -1939102 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1939153.000000 Penalty: 2930.725830
	Iteration 26Q: 3 clusters Score -1939153 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1939198.000000 Penalty: 2930.725830
	Iteration 27Q: 3 clusters Score -1939198 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1939236.500000 Penalty: 2930.725830
	Iteration 28Q: 3 clusters Score -1939236 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1939275.500000 Penalty: 2930.725830
	Iteration 29Q: 3 clusters Score -1939276 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1939306.750000 Penalty: 2930.725830
	Iteration 30Q: 3 clusters Score -1939307 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1939331.875000 Penalty: 2930.725830
	Iteration 31Q: 3 clusters Score -1939332 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1939347.375000 Penalty: 2930.725830
	Iteration 32Q: 3 clusters Score -1939347 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1939382.125000 Penalty: 2930.725830
	Iteration 33Q: 3 clusters Score -1939382 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1939400.750000 Penalty: 2930.725830
	Iteration 34Q: 3 clusters Score -1939401 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1939414.000000 Penalty: 2930.725830
	Iteration 35Q: 3 clusters Score -1939414 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1939429.625000 Penalty: 2930.725830
	Iteration 36Q: 3 clusters Score -1939430 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1939450.750000 Penalty: 2930.725830
	Iteration 37Q: 3 clusters Score -1939451 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1939466.375000 Penalty: 2930.725830
	Iteration 38Q: 3 clusters Score -1939466 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1939486.375000 Penalty: 2930.725830
	Iteration 39Q: 3 clusters Score -1939486 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1939504.375000 Penalty: 2930.725830
	Iteration 40F: 3 clusters Score -1939504 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1939520.625000 Penalty: 2930.725830
	Iteration 41Q: 3 clusters Score -1939521 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1939530.250000 Penalty: 2930.725830
	Iteration 42Q: 3 clusters Score -1939530 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1939542.125000 Penalty: 2930.725830
	Iteration 43Q: 3 clusters Score -1939542 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1939550.500000 Penalty: 2930.725830
	Iteration 44Q: 3 clusters Score -1939550 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1939554.750000 Penalty: 2930.725830
	Iteration 45Q: 3 clusters Score -1939555 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1939567.250000 Penalty: 2930.725830
	Iteration 46Q: 3 clusters Score -1939567 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1939584.125000 Penalty: 2930.725830
	Iteration 47Q: 3 clusters Score -1939584 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1939594.375000 Penalty: 2930.725830
	Iteration 48Q: 3 clusters Score -1939594 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1939605.125000 Penalty: 2930.725830
	Iteration 49Q: 3 clusters Score -1939605 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1939619.500000 Penalty: 2930.725830
	Iteration 50Q: 3 clusters Score -1939620 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1939631.625000 Penalty: 2930.725830
	Iteration 51Q: 3 clusters Score -1939632 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1939641.625000 Penalty: 2930.725830
	Iteration 52Q: 3 clusters Score -1939642 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1939647.250000 Penalty: 2930.725830
	Iteration 53Q: 3 clusters Score -1939647 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1939652.500000 Penalty: 2930.725830
	Iteration 54Q: 3 clusters Score -1939652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1939655.500000 Penalty: 2930.725830
	Iteration 55Q: 3 clusters Score -1939656 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1939656.125000 Penalty: 2930.725830
	Iteration 56Q: 3 clusters Score -1939656 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1939662.125000 Penalty: 2930.725830
	Iteration 57Q: 3 clusters Score -1939662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1939672.000000 Penalty: 2930.725830
	Iteration 58Q: 3 clusters Score -1939672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1939673.250000 Penalty: 2930.725830
	Iteration 59Q: 3 clusters Score -1939673 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1939678.625000 Penalty: 2930.725830
	Iteration 60F: 3 clusters Score -1939679 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1939686.625000 Penalty: 2930.725830
	Iteration 61Q: 3 clusters Score -1939687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1939687.125000 Penalty: 2930.725830
	Iteration 62Q: 3 clusters Score -1939687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1939689.250000 Penalty: 2930.725830
	Iteration 63Q: 3 clusters Score -1939689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1939689.750000 Penalty: 2930.725830
	Iteration 64Q: 3 clusters Score -1939690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1939691.500000 Penalty: 2930.725830
	Iteration 65Q: 3 clusters Score -1939692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1939690.500000 Penalty: 2930.725830
	Iteration 66Q: 3 clusters Score -1939690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1939693.875000 Penalty: 2930.725830
	Iteration 67Q: 3 clusters Score -1939694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1939698.250000 Penalty: 2930.725830
	Iteration 68Q: 3 clusters Score -1939698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1939699.750000 Penalty: 2930.725830
	Iteration 69Q: 3 clusters Score -1939700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1939709.500000 Penalty: 2930.725830
	Iteration 70Q: 3 clusters Score -1939710 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1939713.250000 Penalty: 2930.725830
	Iteration 71Q: 3 clusters Score -1939713 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1939717.750000 Penalty: 2930.725830
	Iteration 72Q: 3 clusters Score -1939718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1939721.500000 Penalty: 2930.725830
	Iteration 73Q: 3 clusters Score -1939722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1939722.625000 Penalty: 2930.725830
	Iteration 74Q: 3 clusters Score -1939723 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1939728.125000 Penalty: 2930.725830
	Iteration 75Q: 3 clusters Score -1939728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1939732.875000 Penalty: 2930.725830
	Iteration 76Q: 3 clusters Score -1939733 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1939735.500000 Penalty: 2930.725830
	Iteration 77Q: 3 clusters Score -1939736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1939738.000000 Penalty: 2930.725830
	Iteration 78Q: 3 clusters Score -1939738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1939741.000000 Penalty: 2930.725830
	Iteration 79Q: 3 clusters Score -1939741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1939741.750000 Penalty: 2930.725830
	Iteration 80F: 3 clusters Score -1939742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (37763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37763 members 
Entering Unmasked Estep 
Score: -3922553.000000 Penalty: 1568.215942
	Iteration 0F: 2 clusters Score -3922553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -3897970.250000 Penalty: 3136.431885
	Iteration 0F: 3 clusters Score -3897970 nChanged 17297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -3907455.750000 Penalty: 3136.431885
	Iteration 1F: 3 clusters Score -3907456 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -3908141.500000 Penalty: 3136.431885
	Iteration 2Q: 3 clusters Score -3908142 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -3908996.000000 Penalty: 3136.431885
	Iteration 3F: 3 clusters Score -3908996 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -3910060.500000 Penalty: 3136.431885
	Iteration 4F: 3 clusters Score -3910060 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 24444 members 
Entering Unmasked Estep 
Score: -3911409.500000 Penalty: 3136.431885
	Iteration 5F: 3 clusters Score -3911410 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 26433 members 
Entering Unmasked Estep 
Score: -3912978.500000 Penalty: 3136.431885
	Iteration 6F: 3 clusters Score -3912978 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 28453 members 
Entering Unmasked Estep 
Score: -3914570.000000 Penalty: 3136.431885
	Iteration 7F: 3 clusters Score -3914570 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 30345 members 
Entering Unmasked Estep 
Score: -3916046.000000 Penalty: 3136.431885
	Iteration 8F: 3 clusters Score -3916046 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 32054 members 
Entering Unmasked Estep 
Score: -3917385.250000 Penalty: 3136.431885
	Iteration 9Q: 3 clusters Score -3917385 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 33514 members 
Entering Unmasked Estep 
Score: -3918558.750000 Penalty: 3136.431885
	Iteration 10Q: 3 clusters Score -3918559 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 34641 members 
Entering Unmasked Estep 
Score: -3919433.250000 Penalty: 3136.431885
	Iteration 11Q: 3 clusters Score -3919433 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 35470 members 
Entering Unmasked Estep 
Score: -3920094.500000 Penalty: 3136.431885
	Iteration 12Q: 3 clusters Score -3920094 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 36052 members 
Entering Unmasked Estep 
Score: -3920550.500000 Penalty: 3136.431885
	Iteration 13Q: 3 clusters Score -3920550 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 36419 members 
Entering Unmasked Estep 
Score: -3920822.500000 Penalty: 3136.431885
	Iteration 14Q: 3 clusters Score -3920822 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 36641 members 
Entering Unmasked Estep 
Score: -3920997.500000 Penalty: 3136.431885
	Iteration 15Q: 3 clusters Score -3920998 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 36782 members 
Entering Unmasked Estep 
Score: -3921110.250000 Penalty: 3136.431885
	Iteration 16Q: 3 clusters Score -3921110 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 36877 members 
Entering Unmasked Estep 
Score: -3921175.250000 Penalty: 3136.431885
	Iteration 17Q: 3 clusters Score -3921175 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 36950 members 
Entering Unmasked Estep 
Score: -3921225.250000 Penalty: 3136.431885
	Iteration 18Q: 3 clusters Score -3921225 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 37001 members 
Entering Unmasked Estep 
Score: -3921270.750000 Penalty: 3136.431885
	Iteration 19Q: 3 clusters Score -3921271 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 37034 members 
Entering Unmasked Estep 
Score: -3921296.750000 Penalty: 3136.431885
	Iteration 20F: 3 clusters Score -3921297 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 37057 members 
Entering Unmasked Estep 
Score: -3921321.500000 Penalty: 3136.431885
	Iteration 21Q: 3 clusters Score -3921322 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 37081 members 
Entering Unmasked Estep 
Score: -3921332.250000 Penalty: 3136.431885
	Iteration 22Q: 3 clusters Score -3921332 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 37097 members 
Entering Unmasked Estep 
Score: -3921344.500000 Penalty: 3136.431885
	Iteration 23Q: 3 clusters Score -3921344 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 37118 members 
Entering Unmasked Estep 
Score: -3921360.500000 Penalty: 3136.431885
	Iteration 24Q: 3 clusters Score -3921360 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 37139 members 
Entering Unmasked Estep 
Score: -3921375.250000 Penalty: 3136.431885
	Iteration 25Q: 3 clusters Score -3921375 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 37148 members 
Entering Unmasked Estep 
Score: -3921378.750000 Penalty: 3136.431885
	Iteration 26Q: 3 clusters Score -3921379 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 37162 members 
Entering Unmasked Estep 
Score: -3921384.750000 Penalty: 3136.431885
	Iteration 27Q: 3 clusters Score -3921385 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 37173 members 
Entering Unmasked Estep 
Score: -3921399.250000 Penalty: 3136.431885
	Iteration 28Q: 3 clusters Score -3921399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 37180 members 
Entering Unmasked Estep 
Score: -3921403.000000 Penalty: 3136.431885
	Iteration 29Q: 3 clusters Score -3921403 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 37185 members 
Entering Unmasked Estep 
Score: -3921409.250000 Penalty: 3136.431885
	Iteration 30Q: 3 clusters Score -3921409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 37189 members 
Entering Unmasked Estep 
Score: -3921410.000000 Penalty: 3136.431885
	Iteration 31Q: 3 clusters Score -3921410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 37191 members 
Entering Unmasked Estep 
Score: -3921417.750000 Penalty: 3136.431885
	Iteration 32Q: 3 clusters Score -3921418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 37193 members 
Entering Unmasked Estep 
Score: -3921420.000000 Penalty: 3136.431885
	Iteration 33Q: 3 clusters Score -3921420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 37194 members 
Entering Unmasked Estep 
Score: -3921421.500000 Penalty: 3136.431885
	Iteration 34Q: 3 clusters Score -3921422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 37195 members 
Entering Unmasked Estep 
Score: -3921426.750000 Penalty: 3136.431885
	Iteration 35Q: 3 clusters Score -3921427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 37194 members 
Entering Unmasked Estep 
Score: -3921425.000000 Penalty: 3136.431885
	Iteration 36Q: 3 clusters Score -3921425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 37196 members 
Entering Unmasked Estep 
Score: -3921427.000000 Penalty: 3136.431885
	Iteration 37Q: 3 clusters Score -3921427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 37198 members 
Entering Unmasked Estep 
Score: -3921425.500000 Penalty: 3136.431885
	Iteration 38Q: 3 clusters Score -3921426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 37205 members 
Entering Unmasked Estep 
Score: -3921429.500000 Penalty: 3136.431885
	Iteration 39Q: 3 clusters Score -3921430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 37206 members 
Entering Unmasked Estep 
Score: -3921436.000000 Penalty: 3136.431885
	Iteration 40F: 3 clusters Score -3921436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 37211 members 
Entering Unmasked Estep 
Score: -3921437.500000 Penalty: 3136.431885
	Iteration 41Q: 3 clusters Score -3921438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 37213 members 
Entering Unmasked Estep 
Score: -3921440.000000 Penalty: 3136.431885
	Iteration 42Q: 3 clusters Score -3921440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 37215 members 
Entering Unmasked Estep 
Score: -3921445.500000 Penalty: 3136.431885
	Iteration 43Q: 3 clusters Score -3921446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 37218 members 
Entering Unmasked Estep 
Score: -3921451.500000 Penalty: 3136.431885
	Iteration 44Q: 3 clusters Score -3921452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 37222 members 
Entering Unmasked Estep 
Score: -3921458.750000 Penalty: 3136.431885
	Iteration 45Q: 3 clusters Score -3921459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 37223 members 
Entering Unmasked Estep 
Score: -3921462.500000 Penalty: 3136.431885
	Iteration 46Q: 3 clusters Score -3921462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 37224 members 
Entering Unmasked Estep 
Score: -3921457.500000 Penalty: 3136.431885
	Iteration 47Q: 3 clusters Score -3921458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 37225 members 
Entering Unmasked Estep 
Score: -3921460.000000 Penalty: 3136.431885
	Iteration 48Q: 3 clusters Score -3921460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 37225 members 
Entering Unmasked Estep 
Score: -3921460.000000 Penalty: 3136.431885
	Iteration 49F: 3 clusters Score -3921460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Entering Unmasked Estep 
Score: -1727556.000000 Penalty: 1444.833618
	Iteration 0F: 2 clusters Score -1727556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1716730.125000 Penalty: 2889.667236
	Iteration 0F: 3 clusters Score -1716730 nChanged 7110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1720474.000000 Penalty: 2889.667236
	Iteration 1F: 3 clusters Score -1720474 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1720795.500000 Penalty: 2889.667236
	Iteration 2F: 3 clusters Score -1720796 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1721061.375000 Penalty: 2889.667236
	Iteration 3Q: 3 clusters Score -1721061 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1721356.125000 Penalty: 2889.667236
	Iteration 4Q: 3 clusters Score -1721356 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1721676.250000 Penalty: 2889.667236
	Iteration 5Q: 3 clusters Score -1721676 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1722033.875000 Penalty: 2889.667236
	Iteration 6Q: 3 clusters Score -1722034 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1722452.000000 Penalty: 2889.667236
	Iteration 7Q: 3 clusters Score -1722452 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1722903.250000 Penalty: 2889.667236
	Iteration 8Q: 3 clusters Score -1722903 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1723375.125000 Penalty: 2889.667236
	Iteration 9F: 3 clusters Score -1723375 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1723820.000000 Penalty: 2889.667236
	Iteration 10Q: 3 clusters Score -1723820 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1724197.875000 Penalty: 2889.667236
	Iteration 11Q: 3 clusters Score -1724198 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1724540.125000 Penalty: 2889.667236
	Iteration 12Q: 3 clusters Score -1724540 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1724806.375000 Penalty: 2889.667236
	Iteration 13Q: 3 clusters Score -1724806 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1725041.250000 Penalty: 2889.667236
	Iteration 14Q: 3 clusters Score -1725041 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1725239.750000 Penalty: 2889.667236
	Iteration 15Q: 3 clusters Score -1725240 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1725404.250000 Penalty: 2889.667236
	Iteration 16Q: 3 clusters Score -1725404 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1725546.125000 Penalty: 2889.667236
	Iteration 17Q: 3 clusters Score -1725546 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1725681.125000 Penalty: 2889.667236
	Iteration 18Q: 3 clusters Score -1725681 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1725797.250000 Penalty: 2889.667236
	Iteration 19Q: 3 clusters Score -1725797 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1725899.125000 Penalty: 2889.667236
	Iteration 20F: 3 clusters Score -1725899 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1725974.375000 Penalty: 2889.667236
	Iteration 21Q: 3 clusters Score -1725974 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1726037.750000 Penalty: 2889.667236
	Iteration 22Q: 3 clusters Score -1726038 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1726098.750000 Penalty: 2889.667236
	Iteration 23Q: 3 clusters Score -1726099 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1726159.125000 Penalty: 2889.667236
	Iteration 24Q: 3 clusters Score -1726159 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1726198.000000 Penalty: 2889.667236
	Iteration 25Q: 3 clusters Score -1726198 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1726224.375000 Penalty: 2889.667236
	Iteration 26Q: 3 clusters Score -1726224 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1726241.875000 Penalty: 2889.667236
	Iteration 27Q: 3 clusters Score -1726242 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1726267.875000 Penalty: 2889.667236
	Iteration 28Q: 3 clusters Score -1726268 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1726288.125000 Penalty: 2889.667236
	Iteration 29Q: 3 clusters Score -1726288 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1726307.000000 Penalty: 2889.667236
	Iteration 30Q: 3 clusters Score -1726307 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1726320.125000 Penalty: 2889.667236
	Iteration 31Q: 3 clusters Score -1726320 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1726328.125000 Penalty: 2889.667236
	Iteration 32Q: 3 clusters Score -1726328 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1726337.625000 Penalty: 2889.667236
	Iteration 33Q: 3 clusters Score -1726338 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1726351.125000 Penalty: 2889.667236
	Iteration 34Q: 3 clusters Score -1726351 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1726356.750000 Penalty: 2889.667236
	Iteration 35Q: 3 clusters Score -1726357 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1726377.500000 Penalty: 2889.667236
	Iteration 36Q: 3 clusters Score -1726378 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1726394.750000 Penalty: 2889.667236
	Iteration 37Q: 3 clusters Score -1726395 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1726410.125000 Penalty: 2889.667236
	Iteration 38Q: 3 clusters Score -1726410 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1726427.875000 Penalty: 2889.667236
	Iteration 39Q: 3 clusters Score -1726428 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1726437.375000 Penalty: 2889.667236
	Iteration 40F: 3 clusters Score -1726437 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1726447.250000 Penalty: 2889.667236
	Iteration 41Q: 3 clusters Score -1726447 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1726457.000000 Penalty: 2889.667236
	Iteration 42Q: 3 clusters Score -1726457 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1726461.250000 Penalty: 2889.667236
	Iteration 43Q: 3 clusters Score -1726461 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1726472.625000 Penalty: 2889.667236
	Iteration 44Q: 3 clusters Score -1726473 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1726485.250000 Penalty: 2889.667236
	Iteration 45Q: 3 clusters Score -1726485 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1726496.375000 Penalty: 2889.667236
	Iteration 46Q: 3 clusters Score -1726496 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1726508.000000 Penalty: 2889.667236
	Iteration 47Q: 3 clusters Score -1726508 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1726517.250000 Penalty: 2889.667236
	Iteration 48Q: 3 clusters Score -1726517 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1726535.875000 Penalty: 2889.667236
	Iteration 49Q: 3 clusters Score -1726536 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1726546.750000 Penalty: 2889.667236
	Iteration 50Q: 3 clusters Score -1726547 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1726560.000000 Penalty: 2889.667236
	Iteration 51Q: 3 clusters Score -1726560 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1726572.375000 Penalty: 2889.667236
	Iteration 52Q: 3 clusters Score -1726572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1726581.250000 Penalty: 2889.667236
	Iteration 53Q: 3 clusters Score -1726581 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1726601.875000 Penalty: 2889.667236
	Iteration 54Q: 3 clusters Score -1726602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1726607.250000 Penalty: 2889.667236
	Iteration 55Q: 3 clusters Score -1726607 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1726613.250000 Penalty: 2889.667236
	Iteration 56Q: 3 clusters Score -1726613 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1726624.750000 Penalty: 2889.667236
	Iteration 57Q: 3 clusters Score -1726625 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1726626.125000 Penalty: 2889.667236
	Iteration 58Q: 3 clusters Score -1726626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1726627.250000 Penalty: 2889.667236
	Iteration 59Q: 3 clusters Score -1726627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1726627.000000 Penalty: 2889.667236
	Iteration 60F: 3 clusters Score -1726627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1726627.375000 Penalty: 2889.667236
	Iteration 61Q: 3 clusters Score -1726627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1726627.375000 Penalty: 2889.667236
	Iteration 62F: 3 clusters Score -1726627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (22559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Entering Unmasked Estep 
Score: -2128578.000000 Penalty: 1491.554810
	Iteration 0F: 2 clusters Score -2128578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -2113852.750000 Penalty: 2983.109619
	Iteration 0F: 3 clusters Score -2113853 nChanged 10085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -2119350.500000 Penalty: 2983.109619
	Iteration 1F: 3 clusters Score -2119350 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -2119887.750000 Penalty: 2983.109619
	Iteration 2F: 3 clusters Score -2119888 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -2120392.750000 Penalty: 2983.109619
	Iteration 3F: 3 clusters Score -2120393 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -2120873.250000 Penalty: 2983.109619
	Iteration 4Q: 3 clusters Score -2120873 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -2121419.000000 Penalty: 2983.109619
	Iteration 5Q: 3 clusters Score -2121419 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -2122020.750000 Penalty: 2983.109619
	Iteration 6Q: 3 clusters Score -2122021 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -2122710.500000 Penalty: 2983.109619
	Iteration 7F: 3 clusters Score -2122710 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -2123507.000000 Penalty: 2983.109619
	Iteration 8F: 3 clusters Score -2123507 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -2124264.250000 Penalty: 2983.109619
	Iteration 9Q: 3 clusters Score -2124264 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -2124946.000000 Penalty: 2983.109619
	Iteration 10Q: 3 clusters Score -2124946 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -2125409.750000 Penalty: 2983.109619
	Iteration 11Q: 3 clusters Score -2125410 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -2125709.500000 Penalty: 2983.109619
	Iteration 12Q: 3 clusters Score -2125710 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -2125904.750000 Penalty: 2983.109619
	Iteration 13Q: 3 clusters Score -2125905 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -2126053.000000 Penalty: 2983.109619
	Iteration 14Q: 3 clusters Score -2126053 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -2126169.250000 Penalty: 2983.109619
	Iteration 15Q: 3 clusters Score -2126169 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -2126261.500000 Penalty: 2983.109619
	Iteration 16Q: 3 clusters Score -2126262 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -2126367.750000 Penalty: 2983.109619
	Iteration 17Q: 3 clusters Score -2126368 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -2126474.500000 Penalty: 2983.109619
	Iteration 18Q: 3 clusters Score -2126474 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -2126562.500000 Penalty: 2983.109619
	Iteration 19Q: 3 clusters Score -2126562 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -2126647.250000 Penalty: 2983.109619
	Iteration 20F: 3 clusters Score -2126647 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -2126728.750000 Penalty: 2983.109619
	Iteration 21Q: 3 clusters Score -2126729 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -2126806.000000 Penalty: 2983.109619
	Iteration 22Q: 3 clusters Score -2126806 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -2126879.750000 Penalty: 2983.109619
	Iteration 23Q: 3 clusters Score -2126880 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -2126949.250000 Penalty: 2983.109619
	Iteration 24Q: 3 clusters Score -2126949 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -2127019.250000 Penalty: 2983.109619
	Iteration 25Q: 3 clusters Score -2127019 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -2127076.250000 Penalty: 2983.109619
	Iteration 26Q: 3 clusters Score -2127076 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -2127133.750000 Penalty: 2983.109619
	Iteration 27Q: 3 clusters Score -2127134 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -2127180.250000 Penalty: 2983.109619
	Iteration 28Q: 3 clusters Score -2127180 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -2127219.250000 Penalty: 2983.109619
	Iteration 29Q: 3 clusters Score -2127219 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -2127251.750000 Penalty: 2983.109619
	Iteration 30Q: 3 clusters Score -2127252 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -2127273.750000 Penalty: 2983.109619
	Iteration 31Q: 3 clusters Score -2127274 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -2127292.250000 Penalty: 2983.109619
	Iteration 32Q: 3 clusters Score -2127292 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -2127320.750000 Penalty: 2983.109619
	Iteration 33Q: 3 clusters Score -2127321 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -2127336.250000 Penalty: 2983.109619
	Iteration 34Q: 3 clusters Score -2127336 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -2127342.750000 Penalty: 2983.109619
	Iteration 35Q: 3 clusters Score -2127343 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -2127355.750000 Penalty: 2983.109619
	Iteration 36Q: 3 clusters Score -2127356 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -2127374.000000 Penalty: 2983.109619
	Iteration 37Q: 3 clusters Score -2127374 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
Score: -2127393.500000 Penalty: 2983.109619
	Iteration 38Q: 3 clusters Score -2127394 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -2127404.250000 Penalty: 2983.109619
	Iteration 39Q: 3 clusters Score -2127404 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -2127407.750000 Penalty: 2983.109619
	Iteration 40F: 3 clusters Score -2127408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -2127411.250000 Penalty: 2983.109619
	Iteration 41Q: 3 clusters Score -2127411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 21373 members 
Entering Unmasked Estep 
Score: -2127411.750000 Penalty: 2983.109619
	Iteration 42Q: 3 clusters Score -2127412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -2127415.750000 Penalty: 2983.109619
	Iteration 43Q: 3 clusters Score -2127416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -2127412.750000 Penalty: 2983.109619
	Iteration 44Q: 3 clusters Score -2127413 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -2127410.500000 Penalty: 2983.109619
	Iteration 45Q: 3 clusters Score -2127410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -2127416.500000 Penalty: 2983.109619
	Iteration 46Q: 3 clusters Score -2127416 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -2127421.000000 Penalty: 2983.109619
	Iteration 47Q: 3 clusters Score -2127421 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -2127428.000000 Penalty: 2983.109619
	Iteration 48Q: 3 clusters Score -2127428 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -2127431.500000 Penalty: 2983.109619
	Iteration 49Q: 3 clusters Score -2127432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 21465 members 
Entering Unmasked Estep 
Score: -2127435.750000 Penalty: 2983.109619
	Iteration 50Q: 3 clusters Score -2127436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -2127445.250000 Penalty: 2983.109619
	Iteration 51Q: 3 clusters Score -2127445 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -2127448.000000 Penalty: 2983.109619
	Iteration 52Q: 3 clusters Score -2127448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -2127454.500000 Penalty: 2983.109619
	Iteration 53Q: 3 clusters Score -2127454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -2127463.250000 Penalty: 2983.109619
	Iteration 54Q: 3 clusters Score -2127463 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -2127469.250000 Penalty: 2983.109619
	Iteration 55Q: 3 clusters Score -2127469 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -2127481.000000 Penalty: 2983.109619
	Iteration 56Q: 3 clusters Score -2127481 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -2127484.500000 Penalty: 2983.109619
	Iteration 57Q: 3 clusters Score -2127484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -2127486.500000 Penalty: 2983.109619
	Iteration 58Q: 3 clusters Score -2127486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -2127492.000000 Penalty: 2983.109619
	Iteration 59Q: 3 clusters Score -2127492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -2127497.500000 Penalty: 2983.109619
	Iteration 60F: 3 clusters Score -2127498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -2127501.250000 Penalty: 2983.109619
	Iteration 61Q: 3 clusters Score -2127501 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 21611 members 
Entering Unmasked Estep 
Score: -2127509.750000 Penalty: 2983.109619
	Iteration 62Q: 3 clusters Score -2127510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -2127512.250000 Penalty: 2983.109619
	Iteration 63Q: 3 clusters Score -2127512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -2127519.000000 Penalty: 2983.109619
	Iteration 64Q: 3 clusters Score -2127519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -2127522.500000 Penalty: 2983.109619
	Iteration 65Q: 3 clusters Score -2127522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -2127521.500000 Penalty: 2983.109619
	Iteration 66Q: 3 clusters Score -2127522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -2127520.000000 Penalty: 2983.109619
	Iteration 67Q: 3 clusters Score -2127520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -2127527.000000 Penalty: 2983.109619
	Iteration 68Q: 3 clusters Score -2127527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -2127529.500000 Penalty: 2983.109619
	Iteration 69Q: 3 clusters Score -2127530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -2127532.000000 Penalty: 2983.109619
	Iteration 70Q: 3 clusters Score -2127532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -2127532.500000 Penalty: 2983.109619
	Iteration 71Q: 3 clusters Score -2127532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 21658 members 
Entering Unmasked Estep 
Score: -2127534.500000 Penalty: 2983.109619
	Iteration 72Q: 3 clusters Score -2127534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 21658 members 
Entering Unmasked Estep 
Score: -2127534.500000 Penalty: 2983.109619
	Iteration 73F: 3 clusters Score -2127534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (28488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28488 members 
Entering Unmasked Estep 
Score: -2787805.000000 Penalty: 1526.277100
	Iteration 0F: 2 clusters Score -2787805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -2769286.250000 Penalty: 3052.554199
	Iteration 0F: 3 clusters Score -2769286 nChanged 12807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -2776679.250000 Penalty: 3052.554199
	Iteration 1F: 3 clusters Score -2776679 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -2777438.000000 Penalty: 3052.554199
	Iteration 2F: 3 clusters Score -2777438 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -2778270.750000 Penalty: 3052.554199
	Iteration 3F: 3 clusters Score -2778271 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -2779232.500000 Penalty: 3052.554199
	Iteration 4F: 3 clusters Score -2779232 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -2780379.250000 Penalty: 3052.554199
	Iteration 5F: 3 clusters Score -2780379 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -2781755.000000 Penalty: 3052.554199
	Iteration 6F: 3 clusters Score -2781755 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -2783308.750000 Penalty: 3052.554199
	Iteration 7F: 3 clusters Score -2783309 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -2784825.500000 Penalty: 3052.554199
	Iteration 8F: 3 clusters Score -2784826 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -2786026.000000 Penalty: 3052.554199
	Iteration 9Q: 3 clusters Score -2786026 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -2786754.750000 Penalty: 3052.554199
	Iteration 10Q: 3 clusters Score -2786755 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -2787144.750000 Penalty: 3052.554199
	Iteration 11Q: 3 clusters Score -2787145 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -2787396.000000 Penalty: 3052.554199
	Iteration 12Q: 3 clusters Score -2787396 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -2787565.750000 Penalty: 3052.554199
	Iteration 13Q: 3 clusters Score -2787566 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -2787697.500000 Penalty: 3052.554199
	Iteration 14Q: 3 clusters Score -2787698 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -2787788.750000 Penalty: 3052.554199
	Iteration 15Q: 3 clusters Score -2787789 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -2787865.250000 Penalty: 3052.554199
	Iteration 16Q: 3 clusters Score -2787865 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -2787905.500000 Penalty: 3052.554199
	Iteration 17Q: 3 clusters Score -2787906 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -2787943.750000 Penalty: 3052.554199
	Iteration 18Q: 3 clusters Score -2787944 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -2787968.000000 Penalty: 3052.554199
	Iteration 19Q: 3 clusters Score -2787968 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -2787985.250000 Penalty: 3052.554199
	Iteration 20F: 3 clusters Score -2787985 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -2788009.750000 Penalty: 3052.554199
	Iteration 21Q: 3 clusters Score -2788010 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -2788018.000000 Penalty: 3052.554199
	Iteration 22Q: 3 clusters Score -2788018 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -2788026.250000 Penalty: 3052.554199
	Iteration 23Q: 3 clusters Score -2788026 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -2788038.000000 Penalty: 3052.554199
	Iteration 24Q: 3 clusters Score -2788038 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22006 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -2788044.250000 Penalty: 3052.554199
	Iteration 25Q: 3 clusters Score -2788044 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -2788057.000000 Penalty: 3052.554199
	Iteration 26Q: 3 clusters Score -2788057 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -2788058.250000 Penalty: 3052.554199
	Iteration 27Q: 3 clusters Score -2788058 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -2788062.500000 Penalty: 3052.554199
	Iteration 28Q: 3 clusters Score -2788062 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -2788066.750000 Penalty: 3052.554199
	Iteration 29Q: 3 clusters Score -2788067 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -2788066.250000 Penalty: 3052.554199
	Iteration 30Q: 3 clusters Score -2788066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -2788070.750000 Penalty: 3052.554199
	Iteration 31Q: 3 clusters Score -2788071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -2788066.500000 Penalty: 3052.554199
	Iteration 32Q: 3 clusters Score -2788066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -2788069.750000 Penalty: 3052.554199
	Iteration 33Q: 3 clusters Score -2788070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -2788067.250000 Penalty: 3052.554199
	Iteration 34Q: 3 clusters Score -2788067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -2788070.250000 Penalty: 3052.554199
	Iteration 35Q: 3 clusters Score -2788070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -2788067.250000 Penalty: 3052.554199
	Iteration 36Q: 3 clusters Score -2788067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -2788067.000000 Penalty: 3052.554199
	Iteration 37Q: 3 clusters Score -2788067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -2788066.750000 Penalty: 3052.554199
	Iteration 38Q: 3 clusters Score -2788067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -2788070.500000 Penalty: 3052.554199
	Iteration 39Q: 3 clusters Score -2788070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -2788070.500000 Penalty: 3052.554199
	Iteration 40F: 3 clusters Score -2788070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61543 members 
Mstep: Class 2 contains 10436 members 
Mstep: Class 3 contains 6979 members 
Mstep: Class 4 contains 48065 members 
Mstep: Class 5 contains 8334 members 
Mstep: Class 6 contains 11572 members 
Mstep: Class 7 contains 56134 members 
Mstep: Class 8 contains 10557 members 
Mstep: Class 9 contains 11016 members 
Mstep: Class 10 contains 11442 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7473 members 
Mstep: Class 13 contains 18918 members 
Mstep: Class 14 contains 37763 members 
Mstep: Class 15 contains 16480 members 
Mstep: Class 16 contains 22559 members 
Mstep: Class 17 contains 22182 members 
Mstep: Class 18 contains 19711 members 
Mstep: Class 19 contains 1506 members 
Mstep: Class 20 contains 202098 members 
Mstep: Class 21 contains 12295 members 
Mstep: Class 22 contains 1777 members 
Mstep: Class 23 contains 6245 members 
Mstep: Class 24 contains 2152 members 
Mstep: Class 25 contains 36554 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14803 members 
Mstep: Class 28 contains 19797 members 
Mstep: Class 29 contains 37495 members 
Mstep: Class 30 contains 10778 members 
Mstep: Class 31 contains 9166 members 
Mstep: Class 32 contains 992 members 
Mstep: Class 33 contains 8002 members 
Mstep: Class 34 contains 4033 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1596 members 
Mstep: Class 37 contains 4267 members 
Mstep: Class 38 contains 3409 members 
Mstep: Class 39 contains 33937 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2518 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1944 members 
Mstep: Class 46 contains 1308 members 
Mstep: Class 47 contains 11629 members 
Mstep: Class 48 contains 1752 members 
Mstep: Class 49 contains 1376 members 
Mstep: Class 50 contains 21331 members 
Mstep: Class 51 contains 963 members 
Mstep: Class 52 contains 6306 members 
Entering Unmasked Estep 
Score: -88130864.000000 Penalty: 106082.015625
Splitting cluster 17 changes total score from -88131152.000000 to -88130864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (19711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Entering Unmasked Estep 
Score: -2050048.625000 Penalty: 1471.473145
	Iteration 0F: 2 clusters Score -2050049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -2037242.625000 Penalty: 2942.946289
	Iteration 0F: 3 clusters Score -2037243 nChanged 8583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -2041860.750000 Penalty: 2942.946289
	Iteration 1F: 3 clusters Score -2041861 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -2042347.625000 Penalty: 2942.946289
	Iteration 2F: 3 clusters Score -2042348 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -2042799.750000 Penalty: 2942.946289
	Iteration 3F: 3 clusters Score -2042800 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -2043283.750000 Penalty: 2942.946289
	Iteration 4F: 3 clusters Score -2043284 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -2043778.750000 Penalty: 2942.946289
	Iteration 5Q: 3 clusters Score -2043779 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -2044395.875000 Penalty: 2942.946289
	Iteration 6F: 3 clusters Score -2044396 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -2045224.625000 Penalty: 2942.946289
	Iteration 7F: 3 clusters Score -2045225 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -2046174.375000 Penalty: 2942.946289
	Iteration 8F: 3 clusters Score -2046174 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -2047133.750000 Penalty: 2942.946289
	Iteration 9F: 3 clusters Score -2047134 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2047813.750000 Penalty: 2942.946289
	Iteration 10Q: 3 clusters Score -2047814 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2048238.000000 Penalty: 2942.946289
	Iteration 11Q: 3 clusters Score -2048238 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2048473.000000 Penalty: 2942.946289
	Iteration 12Q: 3 clusters Score -2048473 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2048621.875000 Penalty: 2942.946289
	Iteration 13Q: 3 clusters Score -2048622 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2048718.000000 Penalty: 2942.946289
	Iteration 14Q: 3 clusters Score -2048718 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2048778.000000 Penalty: 2942.946289
	Iteration 15Q: 3 clusters Score -2048778 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2048835.000000 Penalty: 2942.946289
	Iteration 16Q: 3 clusters Score -2048835 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2048868.000000 Penalty: 2942.946289
	Iteration 17Q: 3 clusters Score -2048868 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2048890.375000 Penalty: 2942.946289
	Iteration 18Q: 3 clusters Score -2048890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2048901.500000 Penalty: 2942.946289
	Iteration 19Q: 3 clusters Score -2048902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2048915.125000 Penalty: 2942.946289
	Iteration 20F: 3 clusters Score -2048915 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2048922.625000 Penalty: 2942.946289
	Iteration 21Q: 3 clusters Score -2048923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2048929.375000 Penalty: 2942.946289
	Iteration 22Q: 3 clusters Score -2048929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2048928.875000 Penalty: 2942.946289
	Iteration 23Q: 3 clusters Score -2048929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2048929.875000 Penalty: 2942.946289
	Iteration 24Q: 3 clusters Score -2048930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2048936.500000 Penalty: 2942.946289
	Iteration 25Q: 3 clusters Score -2048936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2048942.250000 Penalty: 2942.946289
	Iteration 26Q: 3 clusters Score -2048942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2048945.000000 Penalty: 2942.946289
	Iteration 27Q: 3 clusters Score -2048945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2048944.375000 Penalty: 2942.946289
	Iteration 28Q: 3 clusters Score -2048944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2048946.250000 Penalty: 2942.946289
	Iteration 29Q: 3 clusters Score -2048946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2048949.625000 Penalty: 2942.946289
	Iteration 30Q: 3 clusters Score -2048950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2048954.375000 Penalty: 2942.946289
	Iteration 31Q: 3 clusters Score -2048954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2048960.750000 Penalty: 2942.946289
	Iteration 32Q: 3 clusters Score -2048961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2048963.000000 Penalty: 2942.946289
	Iteration 33Q: 3 clusters Score -2048963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2048964.000000 Penalty: 2942.946289
	Iteration 34Q: 3 clusters Score -2048964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2048964.000000 Penalty: 2942.946289
	Iteration 35F: 3 clusters Score -2048964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Entering Unmasked Estep 
Score: -132973.687500 Penalty: 1088.801270
	Iteration 0F: 2 clusters Score -132973.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -131409.312500 Penalty: 2177.602539
	Iteration 0F: 3 clusters Score -131409.3 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -131925.875000 Penalty: 2177.602539
	Iteration 1F: 3 clusters Score -131925.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -132107.406250 Penalty: 2177.602539
	Iteration 2F: 3 clusters Score -132107.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -132186.265625 Penalty: 2177.602539
	Iteration 3Q: 3 clusters Score -132186.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -132246.046875 Penalty: 2177.602539
	Iteration 4Q: 3 clusters Score -132246 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -132275.187500 Penalty: 2177.602539
	Iteration 5Q: 3 clusters Score -132275.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -132301.234375 Penalty: 2177.602539
	Iteration 6Q: 3 clusters Score -132301.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -132317.234375 Penalty: 2177.602539
	Iteration 7Q: 3 clusters Score -132317.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -132325.828125 Penalty: 2177.602539
	Iteration 8Q: 3 clusters Score -132325.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -132332.234375 Penalty: 2177.602539
	Iteration 9Q: 3 clusters Score -132332.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -132332.484375 Penalty: 2177.602539
	Iteration 10Q: 3 clusters Score -132332.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -132332.312500 Penalty: 2177.602539
	Iteration 11Q: 3 clusters Score -132332.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -132333.031250 Penalty: 2177.602539
	Iteration 12Q: 3 clusters Score -132333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -132333.031250 Penalty: 2177.602539
	Iteration 13F: 3 clusters Score -132333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (202098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202098 members 
Entering Unmasked Estep 
Score: -20262842.000000 Penalty: 1817.816406
	Iteration 0F: 2 clusters Score -2.026284e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101241 members 
Mstep: Class 2 contains 100857 members 
Entering Unmasked Estep 
Score: -20128576.000000 Penalty: 3635.632812
	Iteration 0F: 3 clusters Score -2.012858e+07 nChanged 97283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104166 members 
Mstep: Class 2 contains 97932 members 
Entering Unmasked Estep 
Score: -20185992.000000 Penalty: 3635.632812
	Iteration 1F: 3 clusters Score -2.018599e+07 nChanged 6318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106170 members 
Mstep: Class 2 contains 95928 members 
Entering Unmasked Estep 
Score: -20187632.000000 Penalty: 3635.632812
	Iteration 2Q: 3 clusters Score -2.018763e+07 nChanged 7239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109173 members 
Mstep: Class 2 contains 92925 members 
Entering Unmasked Estep 
Score: -20189868.000000 Penalty: 3635.632812
	Iteration 3Q: 3 clusters Score -2.018987e+07 nChanged 8434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113623 members 
Mstep: Class 2 contains 88475 members 
Entering Unmasked Estep 
Score: -20193774.000000 Penalty: 3635.632812
	Iteration 4Q: 3 clusters Score -2.019377e+07 nChanged 9942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119921 members 
Mstep: Class 2 contains 82177 members 
Entering Unmasked Estep 
Score: -20199158.000000 Penalty: 3635.632812
	Iteration 5Q: 3 clusters Score -2.019916e+07 nChanged 11803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128210 members 
Mstep: Class 2 contains 73888 members 
Entering Unmasked Estep 
Score: -20206948.000000 Penalty: 3635.632812
	Iteration 6F: 3 clusters Score -2.020695e+07 nChanged 13004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137956 members 
Mstep: Class 2 contains 64142 members 
Entering Unmasked Estep 
Score: -20217242.000000 Penalty: 3635.632812
	Iteration 7F: 3 clusters Score -2.021724e+07 nChanged 12979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147813 members 
Mstep: Class 2 contains 54285 members 
Entering Unmasked Estep 
Score: -20227908.000000 Penalty: 3635.632812
	Iteration 8F: 3 clusters Score -2.022791e+07 nChanged 11347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156554 members 
Mstep: Class 2 contains 45544 members 
Entering Unmasked Estep 
Score: -20236664.000000 Penalty: 3635.632812
	Iteration 9F: 3 clusters Score -2.023666e+07 nChanged 8970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163742 members 
Mstep: Class 2 contains 38356 members 
Entering Unmasked Estep 
Score: -20242966.000000 Penalty: 3635.632812
	Iteration 10Q: 3 clusters Score -2.024297e+07 nChanged 6891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169703 members 
Mstep: Class 2 contains 32395 members 
Entering Unmasked Estep 
Score: -20247342.000000 Penalty: 3635.632812
	Iteration 11Q: 3 clusters Score -2.024734e+07 nChanged 5485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174732 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
Score: -20250800.000000 Penalty: 3635.632812
	Iteration 12Q: 3 clusters Score -2.02508e+07 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179013 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -20253392.000000 Penalty: 3635.632812
	Iteration 13Q: 3 clusters Score -2.025339e+07 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182689 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -20255596.000000 Penalty: 3635.632812
	Iteration 14Q: 3 clusters Score -2.02556e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185724 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -20257224.000000 Penalty: 3635.632812
	Iteration 15Q: 3 clusters Score -2.025722e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188312 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -20258674.000000 Penalty: 3635.632812
	Iteration 16Q: 3 clusters Score -2.025867e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190399 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -20259714.000000 Penalty: 3635.632812
	Iteration 17Q: 3 clusters Score -2.025971e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192054 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -20260346.000000 Penalty: 3635.632812
	Iteration 18Q: 3 clusters Score -2.026035e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193389 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -20260860.000000 Penalty: 3635.632812
	Iteration 19Q: 3 clusters Score -2.026086e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194436 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -20261370.000000 Penalty: 3635.632812
	Iteration 20F: 3 clusters Score -2.026137e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195252 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -20261714.000000 Penalty: 3635.632812
	Iteration 21Q: 3 clusters Score -2.026171e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195903 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -20261996.000000 Penalty: 3635.632812
	Iteration 22Q: 3 clusters Score -2.0262e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196385 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -20262182.000000 Penalty: 3635.632812
	Iteration 23Q: 3 clusters Score -2.026218e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196765 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -20262376.000000 Penalty: 3635.632812
	Iteration 24Q: 3 clusters Score -2.026238e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197060 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -20262514.000000 Penalty: 3635.632812
	Iteration 25Q: 3 clusters Score -2.026251e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197284 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -20262626.000000 Penalty: 3635.632812
	Iteration 26Q: 3 clusters Score -2.026263e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197472 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -20262648.000000 Penalty: 3635.632812
	Iteration 27Q: 3 clusters Score -2.026265e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197605 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -20262660.000000 Penalty: 3635.632812
	Iteration 28Q: 3 clusters Score -2.026266e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197708 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -20262714.000000 Penalty: 3635.632812
	Iteration 29Q: 3 clusters Score -2.026271e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197803 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -20262786.000000 Penalty: 3635.632812
	Iteration 30Q: 3 clusters Score -2.026279e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197900 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -20262786.000000 Penalty: 3635.632812
	Iteration 31Q: 3 clusters Score -2.026279e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197972 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -20262790.000000 Penalty: 3635.632812
	Iteration 32Q: 3 clusters Score -2.026279e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198047 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -20262772.000000 Penalty: 3635.632812
	Iteration 33Q: 3 clusters Score -2.026277e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198091 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -20262834.000000 Penalty: 3635.632812
	Iteration 34Q: 3 clusters Score -2.026283e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198144 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -20262842.000000 Penalty: 3635.632812
	Iteration 35Q: 3 clusters Score -2.026284e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198201 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -20262876.000000 Penalty: 3635.632812
	Iteration 36Q: 3 clusters Score -2.026288e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198233 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -20262886.000000 Penalty: 3635.632812
	Iteration 37Q: 3 clusters Score -2.026289e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198244 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -20262912.000000 Penalty: 3635.632812
	Iteration 38Q: 3 clusters Score -2.026291e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198278 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -20262924.000000 Penalty: 3635.632812
	Iteration 39Q: 3 clusters Score -2.026292e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198305 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -20262950.000000 Penalty: 3635.632812
	Iteration 40F: 3 clusters Score -2.026295e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198329 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -20262958.000000 Penalty: 3635.632812
	Iteration 41Q: 3 clusters Score -2.026296e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198354 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -20262952.000000 Penalty: 3635.632812
	Iteration 42Q: 3 clusters Score -2.026295e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198388 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -20262934.000000 Penalty: 3635.632812
	Iteration 43Q: 3 clusters Score -2.026293e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198409 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -20262932.000000 Penalty: 3635.632812
	Iteration 44Q: 3 clusters Score -2.026293e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198437 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -20262968.000000 Penalty: 3635.632812
	Iteration 45Q: 3 clusters Score -2.026297e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198455 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -20262970.000000 Penalty: 3635.632812
	Iteration 46Q: 3 clusters Score -2.026297e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198482 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -20262976.000000 Penalty: 3635.632812
	Iteration 47Q: 3 clusters Score -2.026298e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198506 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -20262986.000000 Penalty: 3635.632812
	Iteration 48Q: 3 clusters Score -2.026299e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198513 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -20263010.000000 Penalty: 3635.632812
	Iteration 49Q: 3 clusters Score -2.026301e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198517 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -20263018.000000 Penalty: 3635.632812
	Iteration 50Q: 3 clusters Score -2.026302e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198528 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -20263020.000000 Penalty: 3635.632812
	Iteration 51Q: 3 clusters Score -2.026302e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198535 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -20263026.000000 Penalty: 3635.632812
	Iteration 52Q: 3 clusters Score -2.026303e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198547 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -20263016.000000 Penalty: 3635.632812
	Iteration 53Q: 3 clusters Score -2.026302e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198553 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -20263008.000000 Penalty: 3635.632812
	Iteration 54Q: 3 clusters Score -2.026301e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198556 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -20263008.000000 Penalty: 3635.632812
	Iteration 55Q: 3 clusters Score -2.026301e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198569 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -20263008.000000 Penalty: 3635.632812
	Iteration 56Q: 3 clusters Score -2.026301e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198573 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -20263030.000000 Penalty: 3635.632812
	Iteration 57Q: 3 clusters Score -2.026303e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198580 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -20263032.000000 Penalty: 3635.632812
	Iteration 58Q: 3 clusters Score -2.026303e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198593 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -20263030.000000 Penalty: 3635.632812
	Iteration 59Q: 3 clusters Score -2.026303e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198595 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -20263034.000000 Penalty: 3635.632812
	Iteration 60F: 3 clusters Score -2.026303e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198598 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -20263036.000000 Penalty: 3635.632812
	Iteration 61Q: 3 clusters Score -2.026304e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198605 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -20263038.000000 Penalty: 3635.632812
	Iteration 62Q: 3 clusters Score -2.026304e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198619 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -20263052.000000 Penalty: 3635.632812
	Iteration 63Q: 3 clusters Score -2.026305e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198622 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -20263052.000000 Penalty: 3635.632812
	Iteration 64Q: 3 clusters Score -2.026305e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198631 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -20263056.000000 Penalty: 3635.632812
	Iteration 65Q: 3 clusters Score -2.026306e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198637 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -20263048.000000 Penalty: 3635.632812
	Iteration 66Q: 3 clusters Score -2.026305e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198645 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -20263058.000000 Penalty: 3635.632812
	Iteration 67Q: 3 clusters Score -2.026306e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198644 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -20263064.000000 Penalty: 3635.632812
	Iteration 68Q: 3 clusters Score -2.026306e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198649 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -20263074.000000 Penalty: 3635.632812
	Iteration 69Q: 3 clusters Score -2.026307e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198651 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -20263052.000000 Penalty: 3635.632812
	Iteration 70Q: 3 clusters Score -2.026305e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198655 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -20263076.000000 Penalty: 3635.632812
	Iteration 71Q: 3 clusters Score -2.026308e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198660 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -20263062.000000 Penalty: 3635.632812
	Iteration 72Q: 3 clusters Score -2.026306e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198662 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -20263060.000000 Penalty: 3635.632812
	Iteration 73Q: 3 clusters Score -2.026306e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198663 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -20263056.000000 Penalty: 3635.632812
	Iteration 74Q: 3 clusters Score -2.026306e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198661 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -20263066.000000 Penalty: 3635.632812
	Iteration 75Q: 3 clusters Score -2.026307e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198663 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -20263052.000000 Penalty: 3635.632812
	Iteration 76Q: 3 clusters Score -2.026305e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198673 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -20263052.000000 Penalty: 3635.632812
	Iteration 77Q: 3 clusters Score -2.026305e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198678 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -20263060.000000 Penalty: 3635.632812
	Iteration 78Q: 3 clusters Score -2.026306e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198686 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -20263072.000000 Penalty: 3635.632812
	Iteration 79Q: 3 clusters Score -2.026307e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198688 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -20263080.000000 Penalty: 3635.632812
	Iteration 80F: 3 clusters Score -2.026308e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198689 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -20263068.000000 Penalty: 3635.632812
	Iteration 81Q: 3 clusters Score -2.026307e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198692 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -20263084.000000 Penalty: 3635.632812
	Iteration 82Q: 3 clusters Score -2.026308e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198693 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -20263084.000000 Penalty: 3635.632812
	Iteration 83Q: 3 clusters Score -2.026308e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198698 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -20263076.000000 Penalty: 3635.632812
	Iteration 84Q: 3 clusters Score -2.026308e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198699 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -20263076.000000 Penalty: 3635.632812
	Iteration 85Q: 3 clusters Score -2.026308e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198701 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -20263088.000000 Penalty: 3635.632812
	Iteration 86Q: 3 clusters Score -2.026309e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198704 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -20263078.000000 Penalty: 3635.632812
	Iteration 87Q: 3 clusters Score -2.026308e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198704 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -20263078.000000 Penalty: 3635.632812
	Iteration 88F: 3 clusters Score -2.026308e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61543 members 
Mstep: Class 2 contains 10436 members 
Mstep: Class 3 contains 6979 members 
Mstep: Class 4 contains 48065 members 
Mstep: Class 5 contains 8334 members 
Mstep: Class 6 contains 11572 members 
Mstep: Class 7 contains 56134 members 
Mstep: Class 8 contains 10557 members 
Mstep: Class 9 contains 11016 members 
Mstep: Class 10 contains 11442 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7473 members 
Mstep: Class 13 contains 18918 members 
Mstep: Class 14 contains 37763 members 
Mstep: Class 15 contains 16480 members 
Mstep: Class 16 contains 22559 members 
Mstep: Class 17 contains 28488 members 
Mstep: Class 18 contains 19711 members 
Mstep: Class 19 contains 1506 members 
Mstep: Class 20 contains 198704 members 
Mstep: Class 21 contains 12295 members 
Mstep: Class 22 contains 1777 members 
Mstep: Class 23 contains 6245 members 
Mstep: Class 24 contains 2152 members 
Mstep: Class 25 contains 36554 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14803 members 
Mstep: Class 28 contains 19797 members 
Mstep: Class 29 contains 37495 members 
Mstep: Class 30 contains 10778 members 
Mstep: Class 31 contains 9166 members 
Mstep: Class 32 contains 992 members 
Mstep: Class 33 contains 8002 members 
Mstep: Class 34 contains 4033 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1596 members 
Mstep: Class 37 contains 4267 members 
Mstep: Class 38 contains 3409 members 
Mstep: Class 39 contains 33937 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2518 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1944 members 
Mstep: Class 46 contains 1308 members 
Mstep: Class 47 contains 11629 members 
Mstep: Class 48 contains 1752 members 
Mstep: Class 49 contains 1376 members 
Mstep: Class 50 contains 21331 members 
Mstep: Class 51 contains 963 members 
Mstep: Class 52 contains 3394 members 
Entering Unmasked Estep 
Score: -88131184.000000 Penalty: 106082.015625
Splitting cluster 20 changes total score from -88131152.000000 to -88131184.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 21 (12295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Entering Unmasked Estep 
Score: -1247330.125000 Penalty: 1401.241943
	Iteration 0F: 2 clusters Score -1247330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1239187.500000 Penalty: 2802.483887
	Iteration 0F: 3 clusters Score -1239188 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1241836.250000 Penalty: 2802.483887
	Iteration 1F: 3 clusters Score -1241836 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1242169.000000 Penalty: 2802.483887
	Iteration 2F: 3 clusters Score -1242169 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1242400.250000 Penalty: 2802.483887
	Iteration 3Q: 3 clusters Score -1242400 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1242570.000000 Penalty: 2802.483887
	Iteration 4Q: 3 clusters Score -1242570 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1242723.375000 Penalty: 2802.483887
	Iteration 5Q: 3 clusters Score -1242723 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1242886.250000 Penalty: 2802.483887
	Iteration 6Q: 3 clusters Score -1242886 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1243089.125000 Penalty: 2802.483887
	Iteration 7Q: 3 clusters Score -1243089 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1243322.125000 Penalty: 2802.483887
	Iteration 8Q: 3 clusters Score -1243322 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1243590.625000 Penalty: 2802.483887
	Iteration 9Q: 3 clusters Score -1243591 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1243860.875000 Penalty: 2802.483887
	Iteration 10Q: 3 clusters Score -1243861 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1244140.750000 Penalty: 2802.483887
	Iteration 11Q: 3 clusters Score -1244141 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1244439.375000 Penalty: 2802.483887
	Iteration 12Q: 3 clusters Score -1244439 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1244689.750000 Penalty: 2802.483887
	Iteration 13Q: 3 clusters Score -1244690 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1244896.000000 Penalty: 2802.483887
	Iteration 14Q: 3 clusters Score -1244896 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1245037.750000 Penalty: 2802.483887
	Iteration 15Q: 3 clusters Score -1245038 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1245136.500000 Penalty: 2802.483887
	Iteration 16Q: 3 clusters Score -1245136 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1245203.375000 Penalty: 2802.483887
	Iteration 17Q: 3 clusters Score -1245203 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1245259.375000 Penalty: 2802.483887
	Iteration 18Q: 3 clusters Score -1245259 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1245307.375000 Penalty: 2802.483887
	Iteration 19Q: 3 clusters Score -1245307 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1245349.875000 Penalty: 2802.483887
	Iteration 20F: 3 clusters Score -1245350 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1245396.875000 Penalty: 2802.483887
	Iteration 21Q: 3 clusters Score -1245397 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1245436.875000 Penalty: 2802.483887
	Iteration 22Q: 3 clusters Score -1245437 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1245468.125000 Penalty: 2802.483887
	Iteration 23Q: 3 clusters Score -1245468 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1245493.750000 Penalty: 2802.483887
	Iteration 24Q: 3 clusters Score -1245494 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1245512 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1245524 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1245534 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1245549 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1245560.875000 Penalty: 2802.483887
	Iteration 29Q: 3 clusters Score -1245561 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1245566.625000 Penalty: 2802.483887
	Iteration 30Q: 3 clusters Score -1245567 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1245576.625000 Penalty: 2802.483887
	Iteration 31Q: 3 clusters Score -1245577 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1245584 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1245592.500000 Penalty: 2802.483887
	Iteration 33Q: 3 clusters Score -1245592 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1245603.500000 Penalty: 2802.483887
	Iteration 34Q: 3 clusters Score -1245604 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1245617.125000 Penalty: 2802.483887
	Iteration 35Q: 3 clusters Score -1245617 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1245631 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1245643.625000 Penalty: 2802.483887
	Iteration 37Q: 3 clusters Score -1245644 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1245655 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1245678.500000 Penalty: 2802.483887
	Iteration 39Q: 3 clusters Score -1245678 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1245691.250000 Penalty: 2802.483887
	Iteration 40F: 3 clusters Score -1245691 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1245711.125000 Penalty: 2802.483887
	Iteration 41Q: 3 clusters Score -1245711 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1245723 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1245738 nChanged 57
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1245750 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1245765 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1245778 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1245794 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1245802 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1245815 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1245820 nChanged 40
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1245832 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1245836 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1245845 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1245850 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1245852 nChanged 23
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1245860 nChanged 25
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Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1245865 nChanged 20
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Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1245868 nChanged 22
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Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1245873 nChanged 24
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1245880 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1245882 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1245887 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1245895 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1245905 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1245913 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1245926 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1245936 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1245940.625000 Penalty: 2802.483887
	Iteration 68Q: 3 clusters Score -1245941 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1245949 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1245957.000000 Penalty: 2802.483887
	Iteration 70Q: 3 clusters Score -1245957 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1245967 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1245974 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1245982 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1245982 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1245991.000000 Penalty: 2802.483887
	Iteration 75Q: 3 clusters Score -1245991 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1245996 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1246002.750000 Penalty: 2802.483887
	Iteration 77Q: 3 clusters Score -1246003 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1246008.875000 Penalty: 2802.483887
	Iteration 78Q: 3 clusters Score -1246009 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -1246016.000000 Penalty: 2802.483887
	Iteration 79Q: 3 clusters Score -1246016 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1246024.000000 Penalty: 2802.483887
	Iteration 80F: 3 clusters Score -1246024 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1246030.875000 Penalty: 2802.483887
	Iteration 81Q: 3 clusters Score -1246031 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1246031 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1246034.375000 Penalty: 2802.483887
	Iteration 83Q: 3 clusters Score -1246034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1246037.750000 Penalty: 2802.483887
	Iteration 84Q: 3 clusters Score -1246038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1246040.750000 Penalty: 2802.483887
	Iteration 85Q: 3 clusters Score -1246041 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1246043.625000 Penalty: 2802.483887
	Iteration 86Q: 3 clusters Score -1246044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1246048.500000 Penalty: 2802.483887
	Iteration 87Q: 3 clusters Score -1246048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1246048.125000 Penalty: 2802.483887
	Iteration 88Q: 3 clusters Score -1246048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -1246050.375000 Penalty: 2802.483887
	Iteration 89Q: 3 clusters Score -1246050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1246049.125000 Penalty: 2802.483887
	Iteration 90Q: 3 clusters Score -1246049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1246050.875000 Penalty: 2802.483887
	Iteration 91Q: 3 clusters Score -1246051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1246053.000000 Penalty: 2802.483887
	Iteration 92Q: 3 clusters Score -1246053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1246051.250000 Penalty: 2802.483887
	Iteration 93Q: 3 clusters Score -1246051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1246051.375000 Penalty: 2802.483887
	Iteration 94Q: 3 clusters Score -1246051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1246049.625000 Penalty: 2802.483887
	Iteration 95Q: 3 clusters Score -1246050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1246053.250000 Penalty: 2802.483887
	Iteration 96Q: 3 clusters Score -1246053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1246055.750000 Penalty: 2802.483887
	Iteration 97Q: 3 clusters Score -1246056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1246057.375000 Penalty: 2802.483887
	Iteration 98Q: 3 clusters Score -1246057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1246059.875000 Penalty: 2802.483887
	Iteration 99Q: 3 clusters Score -1246060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1246063.125000 Penalty: 2802.483887
	Iteration 100F: 3 clusters Score -1246063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1246064.250000 Penalty: 2802.483887
	Iteration 101Q: 3 clusters Score -1246064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1246063.125000 Penalty: 2802.483887
	Iteration 102Q: 3 clusters Score -1246063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1246066.750000 Penalty: 2802.483887
	Iteration 103Q: 3 clusters Score -1246067 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1246069.625000 Penalty: 2802.483887
	Iteration 104Q: 3 clusters Score -1246070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -1246073.125000 Penalty: 2802.483887
	Iteration 105Q: 3 clusters Score -1246073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1246076.750000 Penalty: 2802.483887
	Iteration 106Q: 3 clusters Score -1246077 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1246077.000000 Penalty: 2802.483887
	Iteration 107Q: 3 clusters Score -1246077 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1246078.125000 Penalty: 2802.483887
	Iteration 108Q: 3 clusters Score -1246078 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1246078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1246079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1246080.375000 Penalty: 2802.483887
	Iteration 111Q: 3 clusters Score -1246080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1246081.375000 Penalty: 2802.483887
	Iteration 112Q: 3 clusters Score -1246081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1246080.750000 Penalty: 2802.483887
	Iteration 113Q: 3 clusters Score -1246081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1246083.625000 Penalty: 2802.483887
	Iteration 114Q: 3 clusters Score -1246084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1246087.500000 Penalty: 2802.483887
	Iteration 115Q: 3 clusters Score -1246088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1246085.500000 Penalty: 2802.483887
	Iteration 116Q: 3 clusters Score -1246086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1246085.625000 Penalty: 2802.483887
	Iteration 117Q: 3 clusters Score -1246086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1246087.625000 Penalty: 2802.483887
	Iteration 118Q: 3 clusters Score -1246088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1246086.250000 Penalty: 2802.483887
	Iteration 119Q: 3 clusters Score -1246086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -1246088.375000 Penalty: 2802.483887
	Iteration 120F: 3 clusters Score -1246088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -1246088.750000 Penalty: 2802.483887
	Iteration 121Q: 3 clusters Score -1246089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1246091.375000 Penalty: 2802.483887
	Iteration 122Q: 3 clusters Score -1246091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1246093.625000 Penalty: 2802.483887
	Iteration 123Q: 3 clusters Score -1246094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1246095.875000 Penalty: 2802.483887
	Iteration 124Q: 3 clusters Score -1246096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1246098.625000 Penalty: 2802.483887
	Iteration 125Q: 3 clusters Score -1246099 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -1246100.125000 Penalty: 2802.483887
	Iteration 126Q: 3 clusters Score -1246100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1246103.750000 Penalty: 2802.483887
	Iteration 127Q: 3 clusters Score -1246104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1246104.000000 Penalty: 2802.483887
	Iteration 128Q: 3 clusters Score -1246104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1246104.875000 Penalty: 2802.483887
	Iteration 129Q: 3 clusters Score -1246105 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1246108.750000 Penalty: 2802.483887
	Iteration 130Q: 3 clusters Score -1246109 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1246115.125000 Penalty: 2802.483887
	Iteration 131Q: 3 clusters Score -1246115 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1246119.125000 Penalty: 2802.483887
	Iteration 132Q: 3 clusters Score -1246119 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1246122.000000 Penalty: 2802.483887
	Iteration 133Q: 3 clusters Score -1246122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1246123.125000 Penalty: 2802.483887
	Iteration 134Q: 3 clusters Score -1246123 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1246128.375000 Penalty: 2802.483887
	Iteration 135Q: 3 clusters Score -1246128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1246127.875000 Penalty: 2802.483887
	Iteration 136Q: 3 clusters Score -1246128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1246136.000000 Penalty: 2802.483887
	Iteration 137Q: 3 clusters Score -1246136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1246136.750000 Penalty: 2802.483887
	Iteration 138Q: 3 clusters Score -1246137 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1246140.125000 Penalty: 2802.483887
	Iteration 139Q: 3 clusters Score -1246140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1246144.500000 Penalty: 2802.483887
	Iteration 140F: 3 clusters Score -1246144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1246144.250000 Penalty: 2802.483887
	Iteration 141Q: 3 clusters Score -1246144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1246147.000000 Penalty: 2802.483887
	Iteration 142Q: 3 clusters Score -1246147 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1246151.875000 Penalty: 2802.483887
	Iteration 143Q: 3 clusters Score -1246152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -1246153.500000 Penalty: 2802.483887
	Iteration 144Q: 3 clusters Score -1246154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1246154.625000 Penalty: 2802.483887
	Iteration 145Q: 3 clusters Score -1246155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1246154.000000 Penalty: 2802.483887
	Iteration 146Q: 3 clusters Score -1246154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -1246154.500000 Penalty: 2802.483887
	Iteration 147Q: 3 clusters Score -1246154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1246159.000000 Penalty: 2802.483887
	Iteration 148Q: 3 clusters Score -1246159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1246166.375000 Penalty: 2802.483887
	Iteration 149Q: 3 clusters Score -1246166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1246167.250000 Penalty: 2802.483887
	Iteration 150Q: 3 clusters Score -1246167 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -1246167.625000 Penalty: 2802.483887
	Iteration 151Q: 3 clusters Score -1246168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -1246172.000000 Penalty: 2802.483887
	Iteration 152Q: 3 clusters Score -1246172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1246176.750000 Penalty: 2802.483887
	Iteration 153Q: 3 clusters Score -1246177 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -1246183.250000 Penalty: 2802.483887
	Iteration 154Q: 3 clusters Score -1246183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1246188.625000 Penalty: 2802.483887
	Iteration 155Q: 3 clusters Score -1246189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1246188.750000 Penalty: 2802.483887
	Iteration 156Q: 3 clusters Score -1246189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1246192.125000 Penalty: 2802.483887
	Iteration 157Q: 3 clusters Score -1246192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1246192.000000 Penalty: 2802.483887
	Iteration 158Q: 3 clusters Score -1246192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1246196.000000 Penalty: 2802.483887
	Iteration 159Q: 3 clusters Score -1246196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1246195.000000 Penalty: 2802.483887
	Iteration 160F: 3 clusters Score -1246195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -1246197.625000 Penalty: 2802.483887
	Iteration 161Q: 3 clusters Score -1246198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1246196.375000 Penalty: 2802.483887
	Iteration 162Q: 3 clusters Score -1246196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1246196.875000 Penalty: 2802.483887
	Iteration 163Q: 3 clusters Score -1246197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1246196.750000 Penalty: 2802.483887
	Iteration 164Q: 3 clusters Score -1246197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -1246198.125000 Penalty: 2802.483887
	Iteration 165Q: 3 clusters Score -1246198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1246199.000000 Penalty: 2802.483887
	Iteration 166Q: 3 clusters Score -1246199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -1246202.000000 Penalty: 2802.483887
	Iteration 167Q: 3 clusters Score -1246202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1246204.000000 Penalty: 2802.483887
	Iteration 168Q: 3 clusters Score -1246204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1246202.625000 Penalty: 2802.483887
	Iteration 169Q: 3 clusters Score -1246203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -1246200.625000 Penalty: 2802.483887
	Iteration 170Q: 3 clusters Score -1246201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -1246200.625000 Penalty: 2802.483887
	Iteration 171F: 3 clusters Score -1246201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Entering Unmasked Estep 
Score: -164356.015625 Penalty: 1113.423096
	Iteration 0F: 2 clusters Score -164356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -162610.406250 Penalty: 2226.846191
	Iteration 0F: 3 clusters Score -162610.4 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -163081.750000 Penalty: 2226.846191
	Iteration 1F: 3 clusters Score -163081.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -163258.000000 Penalty: 2226.846191
	Iteration 2F: 3 clusters Score -163258 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -163380.187500 Penalty: 2226.846191
	Iteration 3F: 3 clusters Score -163380.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -163504.078125 Penalty: 2226.846191
	Iteration 4F: 3 clusters Score -163504.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -163629.375000 Penalty: 2226.846191
	Iteration 5Q: 3 clusters Score -163629.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -163735.468750 Penalty: 2226.846191
	Iteration 6Q: 3 clusters Score -163735.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -163842.890625 Penalty: 2226.846191
	Iteration 7Q: 3 clusters Score -163842.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -163922.359375 Penalty: 2226.846191
	Iteration 8Q: 3 clusters Score -163922.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -163974.125000 Penalty: 2226.846191
	Iteration 9Q: 3 clusters Score -163974.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -164009.515625 Penalty: 2226.846191
	Iteration 10Q: 3 clusters Score -164009.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -164025.375000 Penalty: 2226.846191
	Iteration 11Q: 3 clusters Score -164025.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -164035.125000 Penalty: 2226.846191
	Iteration 12Q: 3 clusters Score -164035.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -164049.390625 Penalty: 2226.846191
	Iteration 13Q: 3 clusters Score -164049.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -164071.531250 Penalty: 2226.846191
	Iteration 14Q: 3 clusters Score -164071.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -164097.265625 Penalty: 2226.846191
	Iteration 15Q: 3 clusters Score -164097.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -164115.921875 Penalty: 2226.846191
	Iteration 16Q: 3 clusters Score -164115.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -164123.250000 Penalty: 2226.846191
	Iteration 17Q: 3 clusters Score -164123.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -164131.328125 Penalty: 2226.846191
	Iteration 18Q: 3 clusters Score -164131.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -164138.171875 Penalty: 2226.846191
	Iteration 19Q: 3 clusters Score -164138.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -164140.046875 Penalty: 2226.846191
	Iteration 20F: 3 clusters Score -164140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -164143.390625 Penalty: 2226.846191
	Iteration 21Q: 3 clusters Score -164143.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -164145.468750 Penalty: 2226.846191
	Iteration 22Q: 3 clusters Score -164145.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -164147.640625 Penalty: 2226.846191
	Iteration 23Q: 3 clusters Score -164147.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -164151.453125 Penalty: 2226.846191
	Iteration 24Q: 3 clusters Score -164151.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -164155.062500 Penalty: 2226.846191
	Iteration 25Q: 3 clusters Score -164155.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -164159.062500 Penalty: 2226.846191
	Iteration 26Q: 3 clusters Score -164159.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -164159.062500 Penalty: 2226.846191
	Iteration 27F: 3 clusters Score -164159.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Entering Unmasked Estep 
Score: -603419.812500 Penalty: 1300.442993
	Iteration 0F: 2 clusters Score -603419.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -599032.500000 Penalty: 2600.885986
	Iteration 0F: 3 clusters Score -599032.5 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -600364.250000 Penalty: 2600.885986
	Iteration 1F: 3 clusters Score -600364.2 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -600622.937500 Penalty: 2600.885986
	Iteration 2F: 3 clusters Score -600622.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -600786.000000 Penalty: 2600.885986
	Iteration 3F: 3 clusters Score -600786 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -600919.250000 Penalty: 2600.885986
	Iteration 4Q: 3 clusters Score -600919.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -601029.937500 Penalty: 2600.885986
	Iteration 5Q: 3 clusters Score -601029.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -601126.000000 Penalty: 2600.885986
	Iteration 6Q: 3 clusters Score -601126 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -601206.375000 Penalty: 2600.885986
	Iteration 7Q: 3 clusters Score -601206.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -601266.312500 Penalty: 2600.885986
	Iteration 8Q: 3 clusters Score -601266.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -601323.687500 Penalty: 2600.885986
	Iteration 9Q: 3 clusters Score -601323.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -601387.437500 Penalty: 2600.885986
	Iteration 10Q: 3 clusters Score -601387.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -601476.750000 Penalty: 2600.885986
	Iteration 11Q: 3 clusters Score -601476.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -601561.312500 Penalty: 2600.885986
	Iteration 12Q: 3 clusters Score -601561.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -601656.437500 Penalty: 2600.885986
	Iteration 13Q: 3 clusters Score -601656.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -601773.625000 Penalty: 2600.885986
	Iteration 14Q: 3 clusters Score -601773.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -601888.437500 Penalty: 2600.885986
	Iteration 15Q: 3 clusters Score -601888.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -601987.562500 Penalty: 2600.885986
	Iteration 16Q: 3 clusters Score -601987.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -602065.312500 Penalty: 2600.885986
	Iteration 17Q: 3 clusters Score -602065.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -602124.312500 Penalty: 2600.885986
	Iteration 18Q: 3 clusters Score -602124.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -602178.562500 Penalty: 2600.885986
	Iteration 19Q: 3 clusters Score -602178.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -602238.062500 Penalty: 2600.885986
	Iteration 20F: 3 clusters Score -602238.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -602293.875000 Penalty: 2600.885986
	Iteration 21Q: 3 clusters Score -602293.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -602333.875000 Penalty: 2600.885986
	Iteration 22Q: 3 clusters Score -602333.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -602370.250000 Penalty: 2600.885986
	Iteration 23Q: 3 clusters Score -602370.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -602392.562500 Penalty: 2600.885986
	Iteration 24Q: 3 clusters Score -602392.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -602413.187500 Penalty: 2600.885986
	Iteration 25Q: 3 clusters Score -602413.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -602423.750000 Penalty: 2600.885986
	Iteration 26Q: 3 clusters Score -602423.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -602427.312500 Penalty: 2600.885986
	Iteration 27Q: 3 clusters Score -602427.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -602430.062500 Penalty: 2600.885986
	Iteration 28Q: 3 clusters Score -602430.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -602432.187500 Penalty: 2600.885986
	Iteration 29Q: 3 clusters Score -602432.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -602434.312500 Penalty: 2600.885986
	Iteration 30Q: 3 clusters Score -602434.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -602436.250000 Penalty: 2600.885986
	Iteration 31Q: 3 clusters Score -602436.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -602435.500000 Penalty: 2600.885986
	Iteration 32Q: 3 clusters Score -602435.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -602436.687500 Penalty: 2600.885986
	Iteration 33Q: 3 clusters Score -602436.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -602440.312500 Penalty: 2600.885986
	Iteration 34Q: 3 clusters Score -602440.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -602441.625000 Penalty: 2600.885986
	Iteration 35Q: 3 clusters Score -602441.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -602444.000000 Penalty: 2600.885986
	Iteration 36Q: 3 clusters Score -602444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -602446.687500 Penalty: 2600.885986
	Iteration 37Q: 3 clusters Score -602446.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -602447.375000 Penalty: 2600.885986
	Iteration 38Q: 3 clusters Score -602447.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -602449.062500 Penalty: 2600.885986
	Iteration 39Q: 3 clusters Score -602449.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -602448.875000 Penalty: 2600.885986
	Iteration 40F: 3 clusters Score -602448.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -602450.875000 Penalty: 2600.885986
	Iteration 41Q: 3 clusters Score -602450.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -602450.125000 Penalty: 2600.885986
	Iteration 42Q: 3 clusters Score -602450.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -602453.437500 Penalty: 2600.885986
	Iteration 43Q: 3 clusters Score -602453.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -602454.812500 Penalty: 2600.885986
	Iteration 44Q: 3 clusters Score -602454.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -602455.937500 Penalty: 2600.885986
	Iteration 45Q: 3 clusters Score -602455.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -602457.187500 Penalty: 2600.885986
	Iteration 46Q: 3 clusters Score -602457.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -602458.687500 Penalty: 2600.885986
	Iteration 47Q: 3 clusters Score -602458.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -602460.750000 Penalty: 2600.885986
	Iteration 48Q: 3 clusters Score -602460.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -602462.625000 Penalty: 2600.885986
	Iteration 49Q: 3 clusters Score -602462.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -602462.250000 Penalty: 2600.885986
	Iteration 50Q: 3 clusters Score -602462.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -602462.250000 Penalty: 2600.885986
	Iteration 51F: 3 clusters Score -602462.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Entering Unmasked Estep 
Score: -191327.484375 Penalty: 1141.913940
	Iteration 0F: 2 clusters Score -191327.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -189428.812500 Penalty: 2283.827881
	Iteration 0F: 3 clusters Score -189428.8 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -189986.640625 Penalty: 2283.827881
	Iteration 1F: 3 clusters Score -189986.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -190146.046875 Penalty: 2283.827881
	Iteration 2F: 3 clusters Score -190146 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -190266.531250 Penalty: 2283.827881
	Iteration 3F: 3 clusters Score -190266.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -190361.703125 Penalty: 2283.827881
	Iteration 4Q: 3 clusters Score -190361.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -190424.218750 Penalty: 2283.827881
	Iteration 5Q: 3 clusters Score -190424.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -190502.312500 Penalty: 2283.827881
	Iteration 6Q: 3 clusters Score -190502.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -190546.062500 Penalty: 2283.827881
	Iteration 7Q: 3 clusters Score -190546.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -190578.687500 Penalty: 2283.827881
	Iteration 8Q: 3 clusters Score -190578.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -190609.921875 Penalty: 2283.827881
	Iteration 9Q: 3 clusters Score -190609.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -190629.984375 Penalty: 2283.827881
	Iteration 10Q: 3 clusters Score -190630 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -190651.046875 Penalty: 2283.827881
	Iteration 11Q: 3 clusters Score -190651 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -190671.765625 Penalty: 2283.827881
	Iteration 12Q: 3 clusters Score -190671.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -190685.796875 Penalty: 2283.827881
	Iteration 13Q: 3 clusters Score -190685.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -190699.843750 Penalty: 2283.827881
	Iteration 14Q: 3 clusters Score -190699.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -190708.734375 Penalty: 2283.827881
	Iteration 15Q: 3 clusters Score -190708.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -190715.546875 Penalty: 2283.827881
	Iteration 16Q: 3 clusters Score -190715.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -190726.437500 Penalty: 2283.827881
	Iteration 17Q: 3 clusters Score -190726.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -190734.937500 Penalty: 2283.827881
	Iteration 18Q: 3 clusters Score -190734.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -190738.875000 Penalty: 2283.827881
	Iteration 19Q: 3 clusters Score -190738.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -190741.671875 Penalty: 2283.827881
	Iteration 20F: 3 clusters Score -190741.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -190744.187500 Penalty: 2283.827881
	Iteration 21Q: 3 clusters Score -190744.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -190749.453125 Penalty: 2283.827881
	Iteration 22Q: 3 clusters Score -190749.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -190753.500000 Penalty: 2283.827881
	Iteration 23Q: 3 clusters Score -190753.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -190756.312500 Penalty: 2283.827881
	Iteration 24Q: 3 clusters Score -190756.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -190757.171875 Penalty: 2283.827881
	Iteration 25Q: 3 clusters Score -190757.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -190757.171875 Penalty: 2283.827881
	Iteration 26F: 3 clusters Score -190757.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (36554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36554 members 
Entering Unmasked Estep 
Score: -3796260.750000 Penalty: 1563.374023
	Iteration 0F: 2 clusters Score -3796261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -3772417.500000 Penalty: 3126.748047
	Iteration 0F: 3 clusters Score -3772418 nChanged 16724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -3781509.750000 Penalty: 3126.748047
	Iteration 1F: 3 clusters Score -3781510 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -3782017.250000 Penalty: 3126.748047
	Iteration 2Q: 3 clusters Score -3782017 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -3782541.750000 Penalty: 3126.748047
	Iteration 3Q: 3 clusters Score -3782542 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -3783010.000000 Penalty: 3126.748047
	Iteration 4Q: 3 clusters Score -3783010 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -3783564.750000 Penalty: 3126.748047
	Iteration 5Q: 3 clusters Score -3783565 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -3784332.000000 Penalty: 3126.748047
	Iteration 6Q: 3 clusters Score -3784332 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -3785312.750000 Penalty: 3126.748047
	Iteration 7F: 3 clusters Score -3785313 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -3786649.000000 Penalty: 3126.748047
	Iteration 8F: 3 clusters Score -3786649 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -3788243.250000 Penalty: 3126.748047
	Iteration 9F: 3 clusters Score -3788243 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29119 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -3789874.750000 Penalty: 3126.748047
	Iteration 10F: 3 clusters Score -3789875 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30843 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -3791277.500000 Penalty: 3126.748047
	Iteration 11F: 3 clusters Score -3791278 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32223 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -3792358.500000 Penalty: 3126.748047
	Iteration 12Q: 3 clusters Score -3792358 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33285 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -3793133.500000 Penalty: 3126.748047
	Iteration 13Q: 3 clusters Score -3793134 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34025 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -3793658.500000 Penalty: 3126.748047
	Iteration 14Q: 3 clusters Score -3793658 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34555 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -3794029.750000 Penalty: 3126.748047
	Iteration 15Q: 3 clusters Score -3794030 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34940 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -3794306.000000 Penalty: 3126.748047
	Iteration 16Q: 3 clusters Score -3794306 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35208 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -3794484.750000 Penalty: 3126.748047
	Iteration 17Q: 3 clusters Score -3794485 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35395 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -3794640.250000 Penalty: 3126.748047
	Iteration 18Q: 3 clusters Score -3794640 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35518 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -3794709.750000 Penalty: 3126.748047
	Iteration 19Q: 3 clusters Score -3794710 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35623 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -3794768.000000 Penalty: 3126.748047
	Iteration 20F: 3 clusters Score -3794768 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35693 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -3794823.000000 Penalty: 3126.748047
	Iteration 21Q: 3 clusters Score -3794823 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35743 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -3794857.250000 Penalty: 3126.748047
	Iteration 22Q: 3 clusters Score -3794857 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35789 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -3794894.500000 Penalty: 3126.748047
	Iteration 23Q: 3 clusters Score -3794894 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35826 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -3794924.000000 Penalty: 3126.748047
	Iteration 24Q: 3 clusters Score -3794924 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35860 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3794953.750000 Penalty: 3126.748047
	Iteration 25Q: 3 clusters Score -3794954 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35883 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -3794971.000000 Penalty: 3126.748047
	Iteration 26Q: 3 clusters Score -3794971 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35901 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -3794995.250000 Penalty: 3126.748047
	Iteration 27Q: 3 clusters Score -3794995 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35918 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3795013.000000 Penalty: 3126.748047
	Iteration 28Q: 3 clusters Score -3795013 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35941 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -3795033.500000 Penalty: 3126.748047
	Iteration 29Q: 3 clusters Score -3795034 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35958 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -3795041.750000 Penalty: 3126.748047
	Iteration 30Q: 3 clusters Score -3795042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35967 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -3795052.750000 Penalty: 3126.748047
	Iteration 31Q: 3 clusters Score -3795053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35971 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -3795054.000000 Penalty: 3126.748047
	Iteration 32Q: 3 clusters Score -3795054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35973 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -3795057.500000 Penalty: 3126.748047
	Iteration 33Q: 3 clusters Score -3795058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35978 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3795059.250000 Penalty: 3126.748047
	Iteration 34Q: 3 clusters Score -3795059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35983 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3795065.250000 Penalty: 3126.748047
	Iteration 35Q: 3 clusters Score -3795065 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35984 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3795073.000000 Penalty: 3126.748047
	Iteration 36Q: 3 clusters Score -3795073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35988 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -3795077.750000 Penalty: 3126.748047
	Iteration 37Q: 3 clusters Score -3795078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35993 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -3795080.250000 Penalty: 3126.748047
	Iteration 38Q: 3 clusters Score -3795080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35997 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3795080.500000 Penalty: 3126.748047
	Iteration 39Q: 3 clusters Score -3795080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36001 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3795081.500000 Penalty: 3126.748047
	Iteration 40F: 3 clusters Score -3795082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36005 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3795085.250000 Penalty: 3126.748047
	Iteration 41Q: 3 clusters Score -3795085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36011 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3795091.250000 Penalty: 3126.748047
	Iteration 42Q: 3 clusters Score -3795091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36016 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3795087.250000 Penalty: 3126.748047
	Iteration 43Q: 3 clusters Score -3795087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36021 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -3795093.000000 Penalty: 3126.748047
	Iteration 44Q: 3 clusters Score -3795093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36024 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3795093.250000 Penalty: 3126.748047
	Iteration 45Q: 3 clusters Score -3795093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36027 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3795094.000000 Penalty: 3126.748047
	Iteration 46Q: 3 clusters Score -3795094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36027 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3795093.000000 Penalty: 3126.748047
	Iteration 47Q: 3 clusters Score -3795093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36028 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -3795095.250000 Penalty: 3126.748047
	Iteration 48Q: 3 clusters Score -3795095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36031 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -3795098.500000 Penalty: 3126.748047
	Iteration 49Q: 3 clusters Score -3795098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36034 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -3795099.500000 Penalty: 3126.748047
	Iteration 50Q: 3 clusters Score -3795100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36036 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -3795102.750000 Penalty: 3126.748047
	Iteration 51Q: 3 clusters Score -3795103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36036 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -3795103.500000 Penalty: 3126.748047
	Iteration 52Q: 3 clusters Score -3795104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36039 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -3795105.750000 Penalty: 3126.748047
	Iteration 53Q: 3 clusters Score -3795106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36039 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -3795105.750000 Penalty: 3126.748047
	Iteration 54F: 3 clusters Score -3795106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Entering Unmasked Estep 
Score: -670659.250000 Penalty: 1304.137695
	Iteration 0F: 2 clusters Score -670659.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -666158.625000 Penalty: 2608.275391
	Iteration 0F: 3 clusters Score -666158.6 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -667664.562500 Penalty: 2608.275391
	Iteration 1F: 3 clusters Score -667664.6 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -667952.812500 Penalty: 2608.275391
	Iteration 2F: 3 clusters Score -667952.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -668152.750000 Penalty: 2608.275391
	Iteration 3F: 3 clusters Score -668152.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -668307.375000 Penalty: 2608.275391
	Iteration 4Q: 3 clusters Score -668307.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -668431.187500 Penalty: 2608.275391
	Iteration 5Q: 3 clusters Score -668431.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -668549.625000 Penalty: 2608.275391
	Iteration 6Q: 3 clusters Score -668549.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -668675.687500 Penalty: 2608.275391
	Iteration 7Q: 3 clusters Score -668675.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -668795.562500 Penalty: 2608.275391
	Iteration 8Q: 3 clusters Score -668795.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -668916.250000 Penalty: 2608.275391
	Iteration 9Q: 3 clusters Score -668916.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -669023.750000 Penalty: 2608.275391
	Iteration 10Q: 3 clusters Score -669023.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -669099.000000 Penalty: 2608.275391
	Iteration 11Q: 3 clusters Score -669099 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -669158.500000 Penalty: 2608.275391
	Iteration 12Q: 3 clusters Score -669158.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -669201.437500 Penalty: 2608.275391
	Iteration 13Q: 3 clusters Score -669201.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -669226.312500 Penalty: 2608.275391
	Iteration 14Q: 3 clusters Score -669226.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -669243.750000 Penalty: 2608.275391
	Iteration 15Q: 3 clusters Score -669243.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -669261.875000 Penalty: 2608.275391
	Iteration 16Q: 3 clusters Score -669261.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -669278.437500 Penalty: 2608.275391
	Iteration 17Q: 3 clusters Score -669278.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -669293.375000 Penalty: 2608.275391
	Iteration 18Q: 3 clusters Score -669293.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -669300.750000 Penalty: 2608.275391
	Iteration 19Q: 3 clusters Score -669300.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -669309.000000 Penalty: 2608.275391
	Iteration 20F: 3 clusters Score -669309 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -669314.375000 Penalty: 2608.275391
	Iteration 21Q: 3 clusters Score -669314.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -669319.250000 Penalty: 2608.275391
	Iteration 22Q: 3 clusters Score -669319.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -669327.125000 Penalty: 2608.275391
	Iteration 23Q: 3 clusters Score -669327.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -669333.062500 Penalty: 2608.275391
	Iteration 24Q: 3 clusters Score -669333.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -669335.187500 Penalty: 2608.275391
	Iteration 25Q: 3 clusters Score -669335.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -669341.187500 Penalty: 2608.275391
	Iteration 26Q: 3 clusters Score -669341.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -669344.937500 Penalty: 2608.275391
	Iteration 27Q: 3 clusters Score -669344.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -669347.812500 Penalty: 2608.275391
	Iteration 28Q: 3 clusters Score -669347.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -669351.187500 Penalty: 2608.275391
	Iteration 29Q: 3 clusters Score -669351.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -669355.000000 Penalty: 2608.275391
	Iteration 30Q: 3 clusters Score -669355 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -669360.000000 Penalty: 2608.275391
	Iteration 31Q: 3 clusters Score -669360 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -669362.000000 Penalty: 2608.275391
	Iteration 32Q: 3 clusters Score -669362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -669366.500000 Penalty: 2608.275391
	Iteration 33Q: 3 clusters Score -669366.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -669371.375000 Penalty: 2608.275391
	Iteration 34Q: 3 clusters Score -669371.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -669376.375000 Penalty: 2608.275391
	Iteration 35Q: 3 clusters Score -669376.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -669378.625000 Penalty: 2608.275391
	Iteration 36Q: 3 clusters Score -669378.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -669383.500000 Penalty: 2608.275391
	Iteration 37Q: 3 clusters Score -669383.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -669384.937500 Penalty: 2608.275391
	Iteration 38Q: 3 clusters Score -669384.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -669387.500000 Penalty: 2608.275391
	Iteration 39Q: 3 clusters Score -669387.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -669391.000000 Penalty: 2608.275391
	Iteration 40F: 3 clusters Score -669391 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -669394.375000 Penalty: 2608.275391
	Iteration 41Q: 3 clusters Score -669394.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -669398.937500 Penalty: 2608.275391
	Iteration 42Q: 3 clusters Score -669398.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -669403.437500 Penalty: 2608.275391
	Iteration 43Q: 3 clusters Score -669403.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -669407.125000 Penalty: 2608.275391
	Iteration 44Q: 3 clusters Score -669407.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -669412.375000 Penalty: 2608.275391
	Iteration 45Q: 3 clusters Score -669412.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -669417.375000 Penalty: 2608.275391
	Iteration 46Q: 3 clusters Score -669417.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -669420.937500 Penalty: 2608.275391
	Iteration 47Q: 3 clusters Score -669420.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -669427.312500 Penalty: 2608.275391
	Iteration 48Q: 3 clusters Score -669427.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -669434.125000 Penalty: 2608.275391
	Iteration 49Q: 3 clusters Score -669434.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -669441.562500 Penalty: 2608.275391
	Iteration 50Q: 3 clusters Score -669441.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -669447.687500 Penalty: 2608.275391
	Iteration 51Q: 3 clusters Score -669447.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -669454.562500 Penalty: 2608.275391
	Iteration 52Q: 3 clusters Score -669454.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -669459.937500 Penalty: 2608.275391
	Iteration 53Q: 3 clusters Score -669459.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -669464.562500 Penalty: 2608.275391
	Iteration 54Q: 3 clusters Score -669464.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -669469.125000 Penalty: 2608.275391
	Iteration 55Q: 3 clusters Score -669469.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -669471.687500 Penalty: 2608.275391
	Iteration 56Q: 3 clusters Score -669471.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -669474.562500 Penalty: 2608.275391
	Iteration 57Q: 3 clusters Score -669474.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -669478.875000 Penalty: 2608.275391
	Iteration 58Q: 3 clusters Score -669478.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -669482.312500 Penalty: 2608.275391
	Iteration 59Q: 3 clusters Score -669482.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -669485.250000 Penalty: 2608.275391
	Iteration 60F: 3 clusters Score -669485.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -669486.812500 Penalty: 2608.275391
	Iteration 61Q: 3 clusters Score -669486.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -669488.125000 Penalty: 2608.275391
	Iteration 62Q: 3 clusters Score -669488.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -669490.250000 Penalty: 2608.275391
	Iteration 63Q: 3 clusters Score -669490.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -669491.125000 Penalty: 2608.275391
	Iteration 64Q: 3 clusters Score -669491.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -669495.375000 Penalty: 2608.275391
	Iteration 65Q: 3 clusters Score -669495.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -669495.187500 Penalty: 2608.275391
	Iteration 66Q: 3 clusters Score -669495.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -669498.687500 Penalty: 2608.275391
	Iteration 67Q: 3 clusters Score -669498.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -669501.812500 Penalty: 2608.275391
	Iteration 68Q: 3 clusters Score -669501.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -669504.187500 Penalty: 2608.275391
	Iteration 69Q: 3 clusters Score -669504.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -669510.125000 Penalty: 2608.275391
	Iteration 70Q: 3 clusters Score -669510.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -669512.500000 Penalty: 2608.275391
	Iteration 71Q: 3 clusters Score -669512.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -669515.437500 Penalty: 2608.275391
	Iteration 72Q: 3 clusters Score -669515.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -669518.312500 Penalty: 2608.275391
	Iteration 73Q: 3 clusters Score -669518.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -669521.187500 Penalty: 2608.275391
	Iteration 74Q: 3 clusters Score -669521.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -669524.312500 Penalty: 2608.275391
	Iteration 75Q: 3 clusters Score -669524.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -669528.375000 Penalty: 2608.275391
	Iteration 76Q: 3 clusters Score -669528.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -669531.187500 Penalty: 2608.275391
	Iteration 77Q: 3 clusters Score -669531.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -669533.312500 Penalty: 2608.275391
	Iteration 78Q: 3 clusters Score -669533.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -669536.187500 Penalty: 2608.275391
	Iteration 79Q: 3 clusters Score -669536.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -669539.937500 Penalty: 2608.275391
	Iteration 80F: 3 clusters Score -669539.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -669540.687500 Penalty: 2608.275391
	Iteration 81Q: 3 clusters Score -669540.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -669544.562500 Penalty: 2608.275391
	Iteration 82Q: 3 clusters Score -669544.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -669545.312500 Penalty: 2608.275391
	Iteration 83Q: 3 clusters Score -669545.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -669545.500000 Penalty: 2608.275391
	Iteration 84Q: 3 clusters Score -669545.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -669546.500000 Penalty: 2608.275391
	Iteration 85Q: 3 clusters Score -669546.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -669546.937500 Penalty: 2608.275391
	Iteration 86Q: 3 clusters Score -669546.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -669548.437500 Penalty: 2608.275391
	Iteration 87Q: 3 clusters Score -669548.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -669550.125000 Penalty: 2608.275391
	Iteration 88Q: 3 clusters Score -669550.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -669552.062500 Penalty: 2608.275391
	Iteration 89Q: 3 clusters Score -669552.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -669555.187500 Penalty: 2608.275391
	Iteration 90Q: 3 clusters Score -669555.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -669554.687500 Penalty: 2608.275391
	Iteration 91Q: 3 clusters Score -669554.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -669555.437500 Penalty: 2608.275391
	Iteration 92Q: 3 clusters Score -669555.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -669555.000000 Penalty: 2608.275391
	Iteration 93Q: 3 clusters Score -669555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -669557.562500 Penalty: 2608.275391
	Iteration 94Q: 3 clusters Score -669557.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -669556.312500 Penalty: 2608.275391
	Iteration 95Q: 3 clusters Score -669556.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -669556.437500 Penalty: 2608.275391
	Iteration 96Q: 3 clusters Score -669556.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -669559.187500 Penalty: 2608.275391
	Iteration 97Q: 3 clusters Score -669559.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -669560.125000 Penalty: 2608.275391
	Iteration 98Q: 3 clusters Score -669560.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -669560.312500 Penalty: 2608.275391
	Iteration 99Q: 3 clusters Score -669560.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -669560.000000 Penalty: 2608.275391
	Iteration 100F: 3 clusters Score -669560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -669561.250000 Penalty: 2608.275391
	Iteration 101Q: 3 clusters Score -669561.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -669561.062500 Penalty: 2608.275391
	Iteration 102Q: 3 clusters Score -669561.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -669561.562500 Penalty: 2608.275391
	Iteration 103Q: 3 clusters Score -669561.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -669561.562500 Penalty: 2608.275391
	Iteration 104F: 3 clusters Score -669561.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (14803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Entering Unmasked Estep 
Score: -1537566.875000 Penalty: 1428.864624
	Iteration 0F: 2 clusters Score -1537567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1527855.750000 Penalty: 2857.729248
	Iteration 0F: 3 clusters Score -1527856 nChanged 6282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1531499.125000 Penalty: 2857.729248
	Iteration 1F: 3 clusters Score -1531499 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1532300.375000 Penalty: 2857.729248
	Iteration 2F: 3 clusters Score -1532300 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1533130.250000 Penalty: 2857.729248
	Iteration 3F: 3 clusters Score -1533130 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1533921.375000 Penalty: 2857.729248
	Iteration 4F: 3 clusters Score -1533921 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1534594.375000 Penalty: 2857.729248
	Iteration 5F: 3 clusters Score -1534594 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1535122.125000 Penalty: 2857.729248
	Iteration 6F: 3 clusters Score -1535122 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1535519.375000 Penalty: 2857.729248
	Iteration 7Q: 3 clusters Score -1535519 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1535791.750000 Penalty: 2857.729248
	Iteration 8Q: 3 clusters Score -1535792 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1535997.500000 Penalty: 2857.729248
	Iteration 9Q: 3 clusters Score -1535998 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1536157.625000 Penalty: 2857.729248
	Iteration 10Q: 3 clusters Score -1536158 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1536284.375000 Penalty: 2857.729248
	Iteration 11Q: 3 clusters Score -1536284 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1536373.750000 Penalty: 2857.729248
	Iteration 12Q: 3 clusters Score -1536374 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1536434.500000 Penalty: 2857.729248
	Iteration 13Q: 3 clusters Score -1536434 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1536483.250000 Penalty: 2857.729248
	Iteration 14Q: 3 clusters Score -1536483 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1536518.500000 Penalty: 2857.729248
	Iteration 15Q: 3 clusters Score -1536518 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1536545.125000 Penalty: 2857.729248
	Iteration 16Q: 3 clusters Score -1536545 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1536554.000000 Penalty: 2857.729248
	Iteration 17Q: 3 clusters Score -1536554 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1536561.250000 Penalty: 2857.729248
	Iteration 18Q: 3 clusters Score -1536561 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1536567.125000 Penalty: 2857.729248
	Iteration 19Q: 3 clusters Score -1536567 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1536572.250000 Penalty: 2857.729248
	Iteration 20F: 3 clusters Score -1536572 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1536574.625000 Penalty: 2857.729248
	Iteration 21Q: 3 clusters Score -1536575 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1536574.750000 Penalty: 2857.729248
	Iteration 22Q: 3 clusters Score -1536575 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1536573.125000 Penalty: 2857.729248
	Iteration 23Q: 3 clusters Score -1536573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1536579.125000 Penalty: 2857.729248
	Iteration 24Q: 3 clusters Score -1536579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1536579.375000 Penalty: 2857.729248
	Iteration 25Q: 3 clusters Score -1536579 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1536575.500000 Penalty: 2857.729248
	Iteration 26Q: 3 clusters Score -1536576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1536578.625000 Penalty: 2857.729248
	Iteration 27Q: 3 clusters Score -1536579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1536584.125000 Penalty: 2857.729248
	Iteration 28Q: 3 clusters Score -1536584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1536582.250000 Penalty: 2857.729248
	Iteration 29Q: 3 clusters Score -1536582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1536584.000000 Penalty: 2857.729248
	Iteration 30Q: 3 clusters Score -1536584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1536582.000000 Penalty: 2857.729248
	Iteration 31Q: 3 clusters Score -1536582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1536582.375000 Penalty: 2857.729248
	Iteration 32Q: 3 clusters Score -1536582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1536582.750000 Penalty: 2857.729248
	Iteration 33Q: 3 clusters Score -1536583 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1536586.750000 Penalty: 2857.729248
	Iteration 34Q: 3 clusters Score -1536587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1536585.625000 Penalty: 2857.729248
	Iteration 35Q: 3 clusters Score -1536586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1536583.875000 Penalty: 2857.729248
	Iteration 36Q: 3 clusters Score -1536584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1536585.000000 Penalty: 2857.729248
	Iteration 37Q: 3 clusters Score -1536585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1536587.375000 Penalty: 2857.729248
	Iteration 38Q: 3 clusters Score -1536587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1536587.375000 Penalty: 2857.729248
	Iteration 39F: 3 clusters Score -1536587 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (19797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Entering Unmasked Estep 
Score: -1964521.250000 Penalty: 1472.120972
	Iteration 0F: 2 clusters Score -1964521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1951531.000000 Penalty: 2944.241943
	Iteration 0F: 3 clusters Score -1951531 nChanged 8808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1956205.250000 Penalty: 2944.241943
	Iteration 1F: 3 clusters Score -1956205 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1956660.375000 Penalty: 2944.241943
	Iteration 2F: 3 clusters Score -1956660 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1957123.625000 Penalty: 2944.241943
	Iteration 3F: 3 clusters Score -1957124 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1957562.125000 Penalty: 2944.241943
	Iteration 4Q: 3 clusters Score -1957562 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1958089.000000 Penalty: 2944.241943
	Iteration 5Q: 3 clusters Score -1958089 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1958681.250000 Penalty: 2944.241943
	Iteration 6Q: 3 clusters Score -1958681 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1959323.500000 Penalty: 2944.241943
	Iteration 7F: 3 clusters Score -1959324 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1959979.500000 Penalty: 2944.241943
	Iteration 8F: 3 clusters Score -1959980 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1960657.625000 Penalty: 2944.241943
	Iteration 9Q: 3 clusters Score -1960658 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1961279.125000 Penalty: 2944.241943
	Iteration 10Q: 3 clusters Score -1961279 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1961853.125000 Penalty: 2944.241943
	Iteration 11Q: 3 clusters Score -1961853 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1962395.125000 Penalty: 2944.241943
	Iteration 12Q: 3 clusters Score -1962395 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1962809.375000 Penalty: 2944.241943
	Iteration 13Q: 3 clusters Score -1962809 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1963091.625000 Penalty: 2944.241943
	Iteration 14Q: 3 clusters Score -1963092 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1963238.250000 Penalty: 2944.241943
	Iteration 15Q: 3 clusters Score -1963238 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1963350.125000 Penalty: 2944.241943
	Iteration 16Q: 3 clusters Score -1963350 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1963442.750000 Penalty: 2944.241943
	Iteration 17Q: 3 clusters Score -1963443 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1963503.375000 Penalty: 2944.241943
	Iteration 18Q: 3 clusters Score -1963503 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1963540.750000 Penalty: 2944.241943
	Iteration 19Q: 3 clusters Score -1963541 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1963571.625000 Penalty: 2944.241943
	Iteration 20F: 3 clusters Score -1963572 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1963598.625000 Penalty: 2944.241943
	Iteration 21Q: 3 clusters Score -1963599 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1963613.375000 Penalty: 2944.241943
	Iteration 22Q: 3 clusters Score -1963613 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1963636.375000 Penalty: 2944.241943
	Iteration 23Q: 3 clusters Score -1963636 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1963654.875000 Penalty: 2944.241943
	Iteration 24Q: 3 clusters Score -1963655 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1963674.375000 Penalty: 2944.241943
	Iteration 25Q: 3 clusters Score -1963674 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1963687.125000 Penalty: 2944.241943
	Iteration 26Q: 3 clusters Score -1963687 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1963711.125000 Penalty: 2944.241943
	Iteration 27Q: 3 clusters Score -1963711 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1963724.500000 Penalty: 2944.241943
	Iteration 28Q: 3 clusters Score -1963724 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1963733.750000 Penalty: 2944.241943
	Iteration 29Q: 3 clusters Score -1963734 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1963743.875000 Penalty: 2944.241943
	Iteration 30Q: 3 clusters Score -1963744 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1963755.375000 Penalty: 2944.241943
	Iteration 31Q: 3 clusters Score -1963755 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1963758.625000 Penalty: 2944.241943
	Iteration 32Q: 3 clusters Score -1963759 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1963763.500000 Penalty: 2944.241943
	Iteration 33Q: 3 clusters Score -1963764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1963774.625000 Penalty: 2944.241943
	Iteration 34Q: 3 clusters Score -1963775 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1963774.500000 Penalty: 2944.241943
	Iteration 35Q: 3 clusters Score -1963774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1963777.125000 Penalty: 2944.241943
	Iteration 36Q: 3 clusters Score -1963777 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1963783.625000 Penalty: 2944.241943
	Iteration 37Q: 3 clusters Score -1963784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1963788.000000 Penalty: 2944.241943
	Iteration 38Q: 3 clusters Score -1963788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1963787.875000 Penalty: 2944.241943
	Iteration 39Q: 3 clusters Score -1963788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1963790.625000 Penalty: 2944.241943
	Iteration 40F: 3 clusters Score -1963791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1963789.625000 Penalty: 2944.241943
	Iteration 41Q: 3 clusters Score -1963790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1963793.000000 Penalty: 2944.241943
	Iteration 42Q: 3 clusters Score -1963793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1963798.375000 Penalty: 2944.241943
	Iteration 43Q: 3 clusters Score -1963798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1963799.000000 Penalty: 2944.241943
	Iteration 44Q: 3 clusters Score -1963799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1963801.500000 Penalty: 2944.241943
	Iteration 45Q: 3 clusters Score -1963802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1963804.250000 Penalty: 2944.241943
	Iteration 46Q: 3 clusters Score -1963804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1963806.500000 Penalty: 2944.241943
	Iteration 47Q: 3 clusters Score -1963806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1963804.625000 Penalty: 2944.241943
	Iteration 48Q: 3 clusters Score -1963805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1963806.250000 Penalty: 2944.241943
	Iteration 49Q: 3 clusters Score -1963806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1963806.875000 Penalty: 2944.241943
	Iteration 50Q: 3 clusters Score -1963807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1963806.875000 Penalty: 2944.241943
	Iteration 51F: 3 clusters Score -1963807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (37495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37495 members 
Entering Unmasked Estep 
Score: -3874440.000000 Penalty: 1567.156128
	Iteration 0F: 2 clusters Score -3874440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -3850069.500000 Penalty: 3134.312256
	Iteration 0F: 3 clusters Score -3850070 nChanged 16937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -3859217.250000 Penalty: 3134.312256
	Iteration 1F: 3 clusters Score -3859217 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -3859765.750000 Penalty: 3134.312256
	Iteration 2Q: 3 clusters Score -3859766 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -3860266.750000 Penalty: 3134.312256
	Iteration 3Q: 3 clusters Score -3860267 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -3860696.500000 Penalty: 3134.312256
	Iteration 4Q: 3 clusters Score -3860696 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -3861102.500000 Penalty: 3134.312256
	Iteration 5Q: 3 clusters Score -3861102 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -3861495.750000 Penalty: 3134.312256
	Iteration 6Q: 3 clusters Score -3861496 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -3861871.750000 Penalty: 3134.312256
	Iteration 7Q: 3 clusters Score -3861872 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -3862330.000000 Penalty: 3134.312256
	Iteration 8Q: 3 clusters Score -3862330 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -3862892.250000 Penalty: 3134.312256
	Iteration 9Q: 3 clusters Score -3862892 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21648 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -3863576.000000 Penalty: 3134.312256
	Iteration 10Q: 3 clusters Score -3863576 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -3864419.500000 Penalty: 3134.312256
	Iteration 11Q: 3 clusters Score -3864420 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -3865284.000000 Penalty: 3134.312256
	Iteration 12Q: 3 clusters Score -3865284 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -3866118.500000 Penalty: 3134.312256
	Iteration 13Q: 3 clusters Score -3866118 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26516 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -3866898.250000 Penalty: 3134.312256
	Iteration 14Q: 3 clusters Score -3866898 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27805 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -3867638.750000 Penalty: 3134.312256
	Iteration 15Q: 3 clusters Score -3867639 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -3868350.500000 Penalty: 3134.312256
	Iteration 16Q: 3 clusters Score -3868350 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30452 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -3869074.750000 Penalty: 3134.312256
	Iteration 17Q: 3 clusters Score -3869075 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31694 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -3869813.250000 Penalty: 3134.312256
	Iteration 18Q: 3 clusters Score -3869813 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32813 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -3870537.000000 Penalty: 3134.312256
	Iteration 19Q: 3 clusters Score -3870537 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33824 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -3871214.250000 Penalty: 3134.312256
	Iteration 20F: 3 clusters Score -3871214 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34673 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -3871807.500000 Penalty: 3134.312256
	Iteration 21Q: 3 clusters Score -3871808 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35293 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -3872235.750000 Penalty: 3134.312256
	Iteration 22Q: 3 clusters Score -3872236 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35738 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -3872531.000000 Penalty: 3134.312256
	Iteration 23Q: 3 clusters Score -3872531 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36025 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -3872729.500000 Penalty: 3134.312256
	Iteration 24Q: 3 clusters Score -3872730 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36211 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -3872846.750000 Penalty: 3134.312256
	Iteration 25Q: 3 clusters Score -3872847 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36355 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -3872937.750000 Penalty: 3134.312256
	Iteration 26Q: 3 clusters Score -3872938 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36461 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3873010.750000 Penalty: 3134.312256
	Iteration 27Q: 3 clusters Score -3873011 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36532 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -3873066.250000 Penalty: 3134.312256
	Iteration 28Q: 3 clusters Score -3873066 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36579 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -3873106.250000 Penalty: 3134.312256
	Iteration 29Q: 3 clusters Score -3873106 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36619 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -3873133.250000 Penalty: 3134.312256
	Iteration 30Q: 3 clusters Score -3873133 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36648 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3873151.250000 Penalty: 3134.312256
	Iteration 31Q: 3 clusters Score -3873151 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36676 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -3873161.750000 Penalty: 3134.312256
	Iteration 32Q: 3 clusters Score -3873162 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36701 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3873186.000000 Penalty: 3134.312256
	Iteration 33Q: 3 clusters Score -3873186 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36724 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3873196.000000 Penalty: 3134.312256
	Iteration 34Q: 3 clusters Score -3873196 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36738 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3873203.500000 Penalty: 3134.312256
	Iteration 35Q: 3 clusters Score -3873204 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36752 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -3873209.750000 Penalty: 3134.312256
	Iteration 36Q: 3 clusters Score -3873210 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36765 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3873229.000000 Penalty: 3134.312256
	Iteration 37Q: 3 clusters Score -3873229 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36773 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -3873234.750000 Penalty: 3134.312256
	Iteration 38Q: 3 clusters Score -3873235 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36777 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -3873238.750000 Penalty: 3134.312256
	Iteration 39Q: 3 clusters Score -3873239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36777 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -3873242.250000 Penalty: 3134.312256
	Iteration 40F: 3 clusters Score -3873242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36779 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3873244.250000 Penalty: 3134.312256
	Iteration 41Q: 3 clusters Score -3873244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36785 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -3873250.000000 Penalty: 3134.312256
	Iteration 42Q: 3 clusters Score -3873250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36789 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -3873255.750000 Penalty: 3134.312256
	Iteration 43Q: 3 clusters Score -3873256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36793 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -3873253.500000 Penalty: 3134.312256
	Iteration 44Q: 3 clusters Score -3873254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36797 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -3873255.250000 Penalty: 3134.312256
	Iteration 45Q: 3 clusters Score -3873255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36802 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -3873258.000000 Penalty: 3134.312256
	Iteration 46Q: 3 clusters Score -3873258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36803 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -3873259.250000 Penalty: 3134.312256
	Iteration 47Q: 3 clusters Score -3873259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36804 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -3873254.750000 Penalty: 3134.312256
	Iteration 48Q: 3 clusters Score -3873255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36804 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -3873254.750000 Penalty: 3134.312256
	Iteration 49F: 3 clusters Score -3873255 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -1038807.875000 Penalty: 1381.646973
	Iteration 0F: 2 clusters Score -1038808 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 5381 members 
Entering Unmasked Estep 
Score: -1031595.062500 Penalty: 2763.293945
	Iteration 0F: 3 clusters Score -1031595 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1034136.937500 Penalty: 2763.293945
	Iteration 1F: 3 clusters Score -1034137 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1034665.562500 Penalty: 2763.293945
	Iteration 2F: 3 clusters Score -1034666 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1035206.562500 Penalty: 2763.293945
	Iteration 3F: 3 clusters Score -1035207 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1035754.000000 Penalty: 2763.293945
	Iteration 4F: 3 clusters Score -1035754 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1036233.250000 Penalty: 2763.293945
	Iteration 5F: 3 clusters Score -1036233 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1036612.687500 Penalty: 2763.293945
	Iteration 6F: 3 clusters Score -1036613 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1036903.312500 Penalty: 2763.293945
	Iteration 7Q: 3 clusters Score -1036903 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1037136.187500 Penalty: 2763.293945
	Iteration 8Q: 3 clusters Score -1037136 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1037324.687500 Penalty: 2763.293945
	Iteration 9Q: 3 clusters Score -1037325 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1037502.375000 Penalty: 2763.293945
	Iteration 10Q: 3 clusters Score -1037502 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1037654.375000 Penalty: 2763.293945
	Iteration 11Q: 3 clusters Score -1037654 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1037788.062500 Penalty: 2763.293945
	Iteration 12Q: 3 clusters Score -1037788 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1037903.187500 Penalty: 2763.293945
	Iteration 13Q: 3 clusters Score -1037903 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1038015.250000 Penalty: 2763.293945
	Iteration 14Q: 3 clusters Score -1038015 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1038119.562500 Penalty: 2763.293945
	Iteration 15Q: 3 clusters Score -1038120 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1038221.562500 Penalty: 2763.293945
	Iteration 16Q: 3 clusters Score -1038222 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1038300.625000 Penalty: 2763.293945
	Iteration 17Q: 3 clusters Score -1038301 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1038342.625000 Penalty: 2763.293945
	Iteration 18Q: 3 clusters Score -1038343 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1038370.375000 Penalty: 2763.293945
	Iteration 19Q: 3 clusters Score -1038370 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1038385.000000 Penalty: 2763.293945
	Iteration 20F: 3 clusters Score -1038385 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1038395.750000 Penalty: 2763.293945
	Iteration 21Q: 3 clusters Score -1038396 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1038407.000000 Penalty: 2763.293945
	Iteration 22Q: 3 clusters Score -1038407 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1038409.937500 Penalty: 2763.293945
	Iteration 23Q: 3 clusters Score -1038410 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1038417.500000 Penalty: 2763.293945
	Iteration 24Q: 3 clusters Score -1038418 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1038421.312500 Penalty: 2763.293945
	Iteration 25Q: 3 clusters Score -1038421 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1038426.562500 Penalty: 2763.293945
	Iteration 26Q: 3 clusters Score -1038427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1038426.125000 Penalty: 2763.293945
	Iteration 27Q: 3 clusters Score -1038426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1038430.312500 Penalty: 2763.293945
	Iteration 28Q: 3 clusters Score -1038430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1038431.750000 Penalty: 2763.293945
	Iteration 29Q: 3 clusters Score -1038432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1038433.062500 Penalty: 2763.293945
	Iteration 30Q: 3 clusters Score -1038433 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1038435.250000 Penalty: 2763.293945
	Iteration 31Q: 3 clusters Score -1038435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1038434.500000 Penalty: 2763.293945
	Iteration 32Q: 3 clusters Score -1038434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1038437.062500 Penalty: 2763.293945
	Iteration 33Q: 3 clusters Score -1038437 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1038437.375000 Penalty: 2763.293945
	Iteration 34Q: 3 clusters Score -1038437 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1038439.187500 Penalty: 2763.293945
	Iteration 35Q: 3 clusters Score -1038439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1038440.625000 Penalty: 2763.293945
	Iteration 36Q: 3 clusters Score -1038441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1038442.500000 Penalty: 2763.293945
	Iteration 37Q: 3 clusters Score -1038442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1038441.312500 Penalty: 2763.293945
	Iteration 38Q: 3 clusters Score -1038441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1038442.250000 Penalty: 2763.293945
	Iteration 39Q: 3 clusters Score -1038442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1038443.375000 Penalty: 2763.293945
	Iteration 40F: 3 clusters Score -1038443 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1038443.437500 Penalty: 2763.293945
	Iteration 41Q: 3 clusters Score -1038443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1038446.375000 Penalty: 2763.293945
	Iteration 42Q: 3 clusters Score -1038446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1038444.687500 Penalty: 2763.293945
	Iteration 43Q: 3 clusters Score -1038445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1038447.812500 Penalty: 2763.293945
	Iteration 44Q: 3 clusters Score -1038448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1038448.125000 Penalty: 2763.293945
	Iteration 45Q: 3 clusters Score -1038448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1038450.250000 Penalty: 2763.293945
	Iteration 46Q: 3 clusters Score -1038450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1038450.812500 Penalty: 2763.293945
	Iteration 47Q: 3 clusters Score -1038451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1038450.875000 Penalty: 2763.293945
	Iteration 48Q: 3 clusters Score -1038451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1038450.437500 Penalty: 2763.293945
	Iteration 49Q: 3 clusters Score -1038450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1038454.000000 Penalty: 2763.293945
	Iteration 50Q: 3 clusters Score -1038454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1038456.375000 Penalty: 2763.293945
	Iteration 51Q: 3 clusters Score -1038456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1038454.812500 Penalty: 2763.293945
	Iteration 52Q: 3 clusters Score -1038455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1038455.312500 Penalty: 2763.293945
	Iteration 53Q: 3 clusters Score -1038455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1038456.125000 Penalty: 2763.293945
	Iteration 54Q: 3 clusters Score -1038456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1038455.875000 Penalty: 2763.293945
	Iteration 55Q: 3 clusters Score -1038456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1038456.062500 Penalty: 2763.293945
	Iteration 56Q: 3 clusters Score -1038456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1038456.062500 Penalty: 2763.293945
	Iteration 57F: 3 clusters Score -1038456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Entering Unmasked Estep 
Score: -931145.375000 Penalty: 1357.540649
	Iteration 0F: 2 clusters Score -931145.4 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 4568 members 
Entering Unmasked Estep 
Score: -924892.687500 Penalty: 2715.081299
	Iteration 0F: 3 clusters Score -924892.7 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -926884.312500 Penalty: 2715.081299
	Iteration 1F: 3 clusters Score -926884.3 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -927200.500000 Penalty: 2715.081299
	Iteration 2F: 3 clusters Score -927200.5 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -927427.000000 Penalty: 2715.081299
	Iteration 3F: 3 clusters Score -927427 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -927605.062500 Penalty: 2715.081299
	Iteration 4Q: 3 clusters Score -927605.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -927762.562500 Penalty: 2715.081299
	Iteration 5Q: 3 clusters Score -927762.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -927905.562500 Penalty: 2715.081299
	Iteration 6Q: 3 clusters Score -927905.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -928058.750000 Penalty: 2715.081299
	Iteration 7Q: 3 clusters Score -928058.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -928221.562500 Penalty: 2715.081299
	Iteration 8Q: 3 clusters Score -928221.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -928402.375000 Penalty: 2715.081299
	Iteration 9Q: 3 clusters Score -928402.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -928612.812500 Penalty: 2715.081299
	Iteration 10Q: 3 clusters Score -928612.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -928860.625000 Penalty: 2715.081299
	Iteration 11Q: 3 clusters Score -928860.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -929122.562500 Penalty: 2715.081299
	Iteration 12Q: 3 clusters Score -929122.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -929331.312500 Penalty: 2715.081299
	Iteration 13Q: 3 clusters Score -929331.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -929485.437500 Penalty: 2715.081299
	Iteration 14Q: 3 clusters Score -929485.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -929620.250000 Penalty: 2715.081299
	Iteration 15Q: 3 clusters Score -929620.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -929730.375000 Penalty: 2715.081299
	Iteration 16Q: 3 clusters Score -929730.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -929820.375000 Penalty: 2715.081299
	Iteration 17Q: 3 clusters Score -929820.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -929892.625000 Penalty: 2715.081299
	Iteration 18Q: 3 clusters Score -929892.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -929946.000000 Penalty: 2715.081299
	Iteration 19Q: 3 clusters Score -929946 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -929994.812500 Penalty: 2715.081299
	Iteration 20F: 3 clusters Score -929994.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -930022.250000 Penalty: 2715.081299
	Iteration 21Q: 3 clusters Score -930022.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -930043.812500 Penalty: 2715.081299
	Iteration 22Q: 3 clusters Score -930043.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -930069.937500 Penalty: 2715.081299
	Iteration 23Q: 3 clusters Score -930069.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -930086.875000 Penalty: 2715.081299
	Iteration 24Q: 3 clusters Score -930086.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -930103.375000 Penalty: 2715.081299
	Iteration 25Q: 3 clusters Score -930103.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -930111.375000 Penalty: 2715.081299
	Iteration 26Q: 3 clusters Score -930111.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -930118.937500 Penalty: 2715.081299
	Iteration 27Q: 3 clusters Score -930118.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -930126.562500 Penalty: 2715.081299
	Iteration 28Q: 3 clusters Score -930126.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -930134.250000 Penalty: 2715.081299
	Iteration 29Q: 3 clusters Score -930134.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -930140.187500 Penalty: 2715.081299
	Iteration 30Q: 3 clusters Score -930140.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -930142.812500 Penalty: 2715.081299
	Iteration 31Q: 3 clusters Score -930142.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -930145.875000 Penalty: 2715.081299
	Iteration 32Q: 3 clusters Score -930145.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -930149.562500 Penalty: 2715.081299
	Iteration 33Q: 3 clusters Score -930149.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -930151.812500 Penalty: 2715.081299
	Iteration 34Q: 3 clusters Score -930151.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -930152.125000 Penalty: 2715.081299
	Iteration 35Q: 3 clusters Score -930152.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -930155.875000 Penalty: 2715.081299
	Iteration 36Q: 3 clusters Score -930155.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -930156.062500 Penalty: 2715.081299
	Iteration 37Q: 3 clusters Score -930156.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -930159.500000 Penalty: 2715.081299
	Iteration 38Q: 3 clusters Score -930159.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -930159.500000 Penalty: 2715.081299
	Iteration 39Q: 3 clusters Score -930159.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -930158.875000 Penalty: 2715.081299
	Iteration 40F: 3 clusters Score -930158.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -930158.687500 Penalty: 2715.081299
	Iteration 41Q: 3 clusters Score -930158.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -930160.125000 Penalty: 2715.081299
	Iteration 42Q: 3 clusters Score -930160.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -930162.500000 Penalty: 2715.081299
	Iteration 43Q: 3 clusters Score -930162.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -930162.500000 Penalty: 2715.081299
	Iteration 44Q: 3 clusters Score -930162.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -930163.187500 Penalty: 2715.081299
	Iteration 45Q: 3 clusters Score -930163.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -930163.750000 Penalty: 2715.081299
	Iteration 46Q: 3 clusters Score -930163.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -930162.125000 Penalty: 2715.081299
	Iteration 47Q: 3 clusters Score -930162.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -930164.437500 Penalty: 2715.081299
	Iteration 48Q: 3 clusters Score -930164.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -930165.125000 Penalty: 2715.081299
	Iteration 49Q: 3 clusters Score -930165.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -930168.750000 Penalty: 2715.081299
	Iteration 50Q: 3 clusters Score -930168.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -930173.375000 Penalty: 2715.081299
	Iteration 51Q: 3 clusters Score -930173.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -930175.625000 Penalty: 2715.081299
	Iteration 52Q: 3 clusters Score -930175.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -930176.812500 Penalty: 2715.081299
	Iteration 53Q: 3 clusters Score -930176.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -930177.812500 Penalty: 2715.081299
	Iteration 54Q: 3 clusters Score -930177.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -930178.187500 Penalty: 2715.081299
	Iteration 55Q: 3 clusters Score -930178.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -930179.000000 Penalty: 2715.081299
	Iteration 56Q: 3 clusters Score -930179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -930179.000000 Penalty: 2715.081299
	Iteration 57F: 3 clusters Score -930179 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Entering Unmasked Estep 
Score: -89518.515625 Penalty: 1026.678833
	Iteration 0F: 2 clusters Score -89518.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -88296.875000 Penalty: 2053.357666
	Iteration 0F: 3 clusters Score -88296.88 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -88557.039062 Penalty: 2053.357666
	Iteration 1F: 3 clusters Score -88557.04 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -88632.968750 Penalty: 2053.357666
	Iteration 2F: 3 clusters Score -88632.97 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -88663.718750 Penalty: 2053.357666
	Iteration 3Q: 3 clusters Score -88663.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -88684.804688 Penalty: 2053.357666
	Iteration 4Q: 3 clusters Score -88684.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -88692.578125 Penalty: 2053.357666
	Iteration 5Q: 3 clusters Score -88692.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -88700.359375 Penalty: 2053.357666
	Iteration 6Q: 3 clusters Score -88700.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -88706.218750 Penalty: 2053.357666
	Iteration 7Q: 3 clusters Score -88706.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -88713.093750 Penalty: 2053.357666
	Iteration 8Q: 3 clusters Score -88713.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -88716.031250 Penalty: 2053.357666
	Iteration 9Q: 3 clusters Score -88716.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -88716.882812 Penalty: 2053.357666
	Iteration 10Q: 3 clusters Score -88716.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -88717.414062 Penalty: 2053.357666
	Iteration 11Q: 3 clusters Score -88717.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -88717.414062 Penalty: 2053.357666
	Iteration 12F: 3 clusters Score -88717.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (8002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Entering Unmasked Estep 
Score: -829815.687500 Penalty: 1337.332153
	Iteration 0F: 2 clusters Score -829815.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -824307.312500 Penalty: 2674.664307
	Iteration 0F: 3 clusters Score -824307.3 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -826139.562500 Penalty: 2674.664307
	Iteration 1F: 3 clusters Score -826139.6 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -826484.750000 Penalty: 2674.664307
	Iteration 2F: 3 clusters Score -826484.8 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -826785.250000 Penalty: 2674.664307
	Iteration 3F: 3 clusters Score -826785.2 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -827075.250000 Penalty: 2674.664307
	Iteration 4F: 3 clusters Score -827075.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -827355.062500 Penalty: 2674.664307
	Iteration 5F: 3 clusters Score -827355.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -827594.812500 Penalty: 2674.664307
	Iteration 6Q: 3 clusters Score -827594.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -827824.562500 Penalty: 2674.664307
	Iteration 7Q: 3 clusters Score -827824.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -828024.437500 Penalty: 2674.664307
	Iteration 8Q: 3 clusters Score -828024.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -828183.500000 Penalty: 2674.664307
	Iteration 9Q: 3 clusters Score -828183.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -828308.875000 Penalty: 2674.664307
	Iteration 10Q: 3 clusters Score -828308.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -828401.625000 Penalty: 2674.664307
	Iteration 11Q: 3 clusters Score -828401.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -828464.625000 Penalty: 2674.664307
	Iteration 12Q: 3 clusters Score -828464.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -828512.437500 Penalty: 2674.664307
	Iteration 13Q: 3 clusters Score -828512.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -828545.000000 Penalty: 2674.664307
	Iteration 14Q: 3 clusters Score -828545 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -828579.562500 Penalty: 2674.664307
	Iteration 15Q: 3 clusters Score -828579.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -828604.250000 Penalty: 2674.664307
	Iteration 16Q: 3 clusters Score -828604.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -828623.937500 Penalty: 2674.664307
	Iteration 17Q: 3 clusters Score -828623.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -828645.312500 Penalty: 2674.664307
	Iteration 18Q: 3 clusters Score -828645.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -828661.687500 Penalty: 2674.664307
	Iteration 19Q: 3 clusters Score -828661.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -828672.375000 Penalty: 2674.664307
	Iteration 20F: 3 clusters Score -828672.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -828682.125000 Penalty: 2674.664307
	Iteration 21Q: 3 clusters Score -828682.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -828692.062500 Penalty: 2674.664307
	Iteration 22Q: 3 clusters Score -828692.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -828701.437500 Penalty: 2674.664307
	Iteration 23Q: 3 clusters Score -828701.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -828710.687500 Penalty: 2674.664307
	Iteration 24Q: 3 clusters Score -828710.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -828715.125000 Penalty: 2674.664307
	Iteration 25Q: 3 clusters Score -828715.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -828726.375000 Penalty: 2674.664307
	Iteration 26Q: 3 clusters Score -828726.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -828733.187500 Penalty: 2674.664307
	Iteration 27Q: 3 clusters Score -828733.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -828742.625000 Penalty: 2674.664307
	Iteration 28Q: 3 clusters Score -828742.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -828746.687500 Penalty: 2674.664307
	Iteration 29Q: 3 clusters Score -828746.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -828748.187500 Penalty: 2674.664307
	Iteration 30Q: 3 clusters Score -828748.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -828755.500000 Penalty: 2674.664307
	Iteration 31Q: 3 clusters Score -828755.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -828754.687500 Penalty: 2674.664307
	Iteration 32Q: 3 clusters Score -828754.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -828757.812500 Penalty: 2674.664307
	Iteration 33Q: 3 clusters Score -828757.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -828758.687500 Penalty: 2674.664307
	Iteration 34Q: 3 clusters Score -828758.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -828758.437500 Penalty: 2674.664307
	Iteration 35Q: 3 clusters Score -828758.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -828759.062500 Penalty: 2674.664307
	Iteration 36Q: 3 clusters Score -828759.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -828759.375000 Penalty: 2674.664307
	Iteration 37Q: 3 clusters Score -828759.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -828761.750000 Penalty: 2674.664307
	Iteration 38Q: 3 clusters Score -828761.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -828761.750000 Penalty: 2674.664307
	Iteration 39F: 3 clusters Score -828761.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Entering Unmasked Estep 
Score: -384812.343750 Penalty: 1235.377197
	Iteration 0F: 2 clusters Score -384812.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -381742.937500 Penalty: 2470.754395
	Iteration 0F: 3 clusters Score -381742.9 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -382722.437500 Penalty: 2470.754395
	Iteration 1F: 3 clusters Score -382722.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -382980.562500 Penalty: 2470.754395
	Iteration 2F: 3 clusters Score -382980.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -383166.937500 Penalty: 2470.754395
	Iteration 3F: 3 clusters Score -383166.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -383394.968750 Penalty: 2470.754395
	Iteration 4F: 3 clusters Score -383395 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -383596.218750 Penalty: 2470.754395
	Iteration 5F: 3 clusters Score -383596.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -383782.718750 Penalty: 2470.754395
	Iteration 6F: 3 clusters Score -383782.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -383937.781250 Penalty: 2470.754395
	Iteration 7Q: 3 clusters Score -383937.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -384058.031250 Penalty: 2470.754395
	Iteration 8Q: 3 clusters Score -384058 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -384149.375000 Penalty: 2470.754395
	Iteration 9Q: 3 clusters Score -384149.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -384230.500000 Penalty: 2470.754395
	Iteration 10Q: 3 clusters Score -384230.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -384287.562500 Penalty: 2470.754395
	Iteration 11Q: 3 clusters Score -384287.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -384328.656250 Penalty: 2470.754395
	Iteration 12Q: 3 clusters Score -384328.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -384357.343750 Penalty: 2470.754395
	Iteration 13Q: 3 clusters Score -384357.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -384388.500000 Penalty: 2470.754395
	Iteration 14Q: 3 clusters Score -384388.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -384412.937500 Penalty: 2470.754395
	Iteration 15Q: 3 clusters Score -384412.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -384431.312500 Penalty: 2470.754395
	Iteration 16Q: 3 clusters Score -384431.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -384441.656250 Penalty: 2470.754395
	Iteration 17Q: 3 clusters Score -384441.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -384447.031250 Penalty: 2470.754395
	Iteration 18Q: 3 clusters Score -384447 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -384452.906250 Penalty: 2470.754395
	Iteration 19Q: 3 clusters Score -384452.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -384455.375000 Penalty: 2470.754395
	Iteration 20F: 3 clusters Score -384455.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -384459.156250 Penalty: 2470.754395
	Iteration 21Q: 3 clusters Score -384459.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -384464.750000 Penalty: 2470.754395
	Iteration 22Q: 3 clusters Score -384464.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -384470.250000 Penalty: 2470.754395
	Iteration 23Q: 3 clusters Score -384470.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -384473.812500 Penalty: 2470.754395
	Iteration 24Q: 3 clusters Score -384473.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -384476.312500 Penalty: 2470.754395
	Iteration 25Q: 3 clusters Score -384476.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -384480.718750 Penalty: 2470.754395
	Iteration 26Q: 3 clusters Score -384480.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -384483.562500 Penalty: 2470.754395
	Iteration 27Q: 3 clusters Score -384483.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -384484.406250 Penalty: 2470.754395
	Iteration 28Q: 3 clusters Score -384484.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -384484.406250 Penalty: 2470.754395
	Iteration 29F: 3 clusters Score -384484.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Entering Unmasked Estep 
Score: -21723.785156 Penalty: 825.702515
	Iteration 0F: 2 clusters Score -21723.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -21120.853516 Penalty: 1651.405029
	Iteration 0F: 3 clusters Score -21120.85 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -21222.525391 Penalty: 1651.405029
	Iteration 1F: 3 clusters Score -21222.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -21241.203125 Penalty: 1651.405029
	Iteration 2Q: 3 clusters Score -21241.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -21243.611328 Penalty: 1651.405029
	Iteration 3Q: 3 clusters Score -21243.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -21243.611328 Penalty: 1651.405029
	Iteration 4F: 3 clusters Score -21243.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Entering Unmasked Estep 
Score: -154668.484375 Penalty: 1097.438110
	Iteration 0F: 2 clusters Score -154668.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -153064.781250 Penalty: 2194.876221
	Iteration 0F: 3 clusters Score -153064.8 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -153435.656250 Penalty: 2194.876221
	Iteration 1F: 3 clusters Score -153435.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -153534.421875 Penalty: 2194.876221
	Iteration 2F: 3 clusters Score -153534.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -153573.875000 Penalty: 2194.876221
	Iteration 3Q: 3 clusters Score -153573.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -153598.234375 Penalty: 2194.876221
	Iteration 4Q: 3 clusters Score -153598.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -153618.984375 Penalty: 2194.876221
	Iteration 5Q: 3 clusters Score -153619 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -153635.015625 Penalty: 2194.876221
	Iteration 6Q: 3 clusters Score -153635 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -153652.328125 Penalty: 2194.876221
	Iteration 7Q: 3 clusters Score -153652.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -153666.171875 Penalty: 2194.876221
	Iteration 8Q: 3 clusters Score -153666.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -153673.296875 Penalty: 2194.876221
	Iteration 9Q: 3 clusters Score -153673.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -153678.687500 Penalty: 2194.876221
	Iteration 10Q: 3 clusters Score -153678.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -153681.578125 Penalty: 2194.876221
	Iteration 11Q: 3 clusters Score -153681.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -153685.171875 Penalty: 2194.876221
	Iteration 12Q: 3 clusters Score -153685.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -153686.187500 Penalty: 2194.876221
	Iteration 13Q: 3 clusters Score -153686.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -153686.187500 Penalty: 2194.876221
	Iteration 14F: 3 clusters Score -153686.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (4267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Entering Unmasked Estep 
Score: -408220.218750 Penalty: 1243.769531
	Iteration 0F: 2 clusters Score -408220.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -405006.062500 Penalty: 2487.539062
	Iteration 0F: 3 clusters Score -405006.1 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -405872.468750 Penalty: 2487.539062
	Iteration 1F: 3 clusters Score -405872.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -406066.781250 Penalty: 2487.539062
	Iteration 2F: 3 clusters Score -406066.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -406195.593750 Penalty: 2487.539062
	Iteration 3F: 3 clusters Score -406195.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -406277.593750 Penalty: 2487.539062
	Iteration 4Q: 3 clusters Score -406277.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -406340.593750 Penalty: 2487.539062
	Iteration 5Q: 3 clusters Score -406340.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -406395.375000 Penalty: 2487.539062
	Iteration 6Q: 3 clusters Score -406395.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -406449.062500 Penalty: 2487.539062
	Iteration 7Q: 3 clusters Score -406449.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -406507.593750 Penalty: 2487.539062
	Iteration 8Q: 3 clusters Score -406507.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -406563.406250 Penalty: 2487.539062
	Iteration 9Q: 3 clusters Score -406563.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -406618.687500 Penalty: 2487.539062
	Iteration 10Q: 3 clusters Score -406618.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -406677.687500 Penalty: 2487.539062
	Iteration 11Q: 3 clusters Score -406677.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -406733.281250 Penalty: 2487.539062
	Iteration 12Q: 3 clusters Score -406733.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -406787.500000 Penalty: 2487.539062
	Iteration 13Q: 3 clusters Score -406787.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -406845.781250 Penalty: 2487.539062
	Iteration 14Q: 3 clusters Score -406845.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -406917.093750 Penalty: 2487.539062
	Iteration 15Q: 3 clusters Score -406917.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -406992.062500 Penalty: 2487.539062
	Iteration 16Q: 3 clusters Score -406992.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -407054.125000 Penalty: 2487.539062
	Iteration 17Q: 3 clusters Score -407054.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -407102.968750 Penalty: 2487.539062
	Iteration 18Q: 3 clusters Score -407103 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -407135.750000 Penalty: 2487.539062
	Iteration 19Q: 3 clusters Score -407135.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -407166.125000 Penalty: 2487.539062
	Iteration 20F: 3 clusters Score -407166.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -407190.250000 Penalty: 2487.539062
	Iteration 21Q: 3 clusters Score -407190.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -407215.500000 Penalty: 2487.539062
	Iteration 22Q: 3 clusters Score -407215.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -407236.343750 Penalty: 2487.539062
	Iteration 23Q: 3 clusters Score -407236.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -407249.375000 Penalty: 2487.539062
	Iteration 24Q: 3 clusters Score -407249.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -407265.187500 Penalty: 2487.539062
	Iteration 25Q: 3 clusters Score -407265.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -407278.937500 Penalty: 2487.539062
	Iteration 26Q: 3 clusters Score -407278.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -407295.718750 Penalty: 2487.539062
	Iteration 27Q: 3 clusters Score -407295.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -407313.812500 Penalty: 2487.539062
	Iteration 28Q: 3 clusters Score -407313.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -407331.781250 Penalty: 2487.539062
	Iteration 29Q: 3 clusters Score -407331.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -407349.875000 Penalty: 2487.539062
	Iteration 30Q: 3 clusters Score -407349.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -407363.875000 Penalty: 2487.539062
	Iteration 31Q: 3 clusters Score -407363.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -407373.562500 Penalty: 2487.539062
	Iteration 32Q: 3 clusters Score -407373.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -407384.562500 Penalty: 2487.539062
	Iteration 33Q: 3 clusters Score -407384.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -407393.906250 Penalty: 2487.539062
	Iteration 34Q: 3 clusters Score -407393.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -407403.750000 Penalty: 2487.539062
	Iteration 35Q: 3 clusters Score -407403.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -407419.937500 Penalty: 2487.539062
	Iteration 36Q: 3 clusters Score -407419.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -407441.812500 Penalty: 2487.539062
	Iteration 37Q: 3 clusters Score -407441.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -407462.000000 Penalty: 2487.539062
	Iteration 38Q: 3 clusters Score -407462 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -407481.562500 Penalty: 2487.539062
	Iteration 39Q: 3 clusters Score -407481.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -407504.062500 Penalty: 2487.539062
	Iteration 40F: 3 clusters Score -407504.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -407519.562500 Penalty: 2487.539062
	Iteration 41Q: 3 clusters Score -407519.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -407534.406250 Penalty: 2487.539062
	Iteration 42Q: 3 clusters Score -407534.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -407548.218750 Penalty: 2487.539062
	Iteration 43Q: 3 clusters Score -407548.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -407551.843750 Penalty: 2487.539062
	Iteration 44Q: 3 clusters Score -407551.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -407554.218750 Penalty: 2487.539062
	Iteration 45Q: 3 clusters Score -407554.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -407556.093750 Penalty: 2487.539062
	Iteration 46Q: 3 clusters Score -407556.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -407558.812500 Penalty: 2487.539062
	Iteration 47Q: 3 clusters Score -407558.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -407562.750000 Penalty: 2487.539062
	Iteration 48Q: 3 clusters Score -407562.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -407564.500000 Penalty: 2487.539062
	Iteration 49Q: 3 clusters Score -407564.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -407566.468750 Penalty: 2487.539062
	Iteration 50Q: 3 clusters Score -407566.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -407569.500000 Penalty: 2487.539062
	Iteration 51Q: 3 clusters Score -407569.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -407571.531250 Penalty: 2487.539062
	Iteration 52Q: 3 clusters Score -407571.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -407573.968750 Penalty: 2487.539062
	Iteration 53Q: 3 clusters Score -407574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -407573.937500 Penalty: 2487.539062
	Iteration 54Q: 3 clusters Score -407573.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -407573.937500 Penalty: 2487.539062
	Iteration 55F: 3 clusters Score -407573.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Entering Unmasked Estep 
Score: -316729.968750 Penalty: 1210.365112
	Iteration 0F: 2 clusters Score -316730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -313972.062500 Penalty: 2420.730225
	Iteration 0F: 3 clusters Score -313972.1 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -314753.406250 Penalty: 2420.730225
	Iteration 1F: 3 clusters Score -314753.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -314946.062500 Penalty: 2420.730225
	Iteration 2F: 3 clusters Score -314946.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -315083.843750 Penalty: 2420.730225
	Iteration 3F: 3 clusters Score -315083.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -315176.968750 Penalty: 2420.730225
	Iteration 4Q: 3 clusters Score -315177 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -315261.281250 Penalty: 2420.730225
	Iteration 5Q: 3 clusters Score -315261.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -315347.218750 Penalty: 2420.730225
	Iteration 6Q: 3 clusters Score -315347.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -315409.343750 Penalty: 2420.730225
	Iteration 7Q: 3 clusters Score -315409.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -315460.156250 Penalty: 2420.730225
	Iteration 8Q: 3 clusters Score -315460.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -315514.312500 Penalty: 2420.730225
	Iteration 9Q: 3 clusters Score -315514.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -315559.093750 Penalty: 2420.730225
	Iteration 10Q: 3 clusters Score -315559.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -315598.250000 Penalty: 2420.730225
	Iteration 11Q: 3 clusters Score -315598.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -315622.343750 Penalty: 2420.730225
	Iteration 12Q: 3 clusters Score -315622.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -315655.531250 Penalty: 2420.730225
	Iteration 13Q: 3 clusters Score -315655.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -315683.062500 Penalty: 2420.730225
	Iteration 14Q: 3 clusters Score -315683.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -315707.906250 Penalty: 2420.730225
	Iteration 15Q: 3 clusters Score -315707.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -315725.843750 Penalty: 2420.730225
	Iteration 16Q: 3 clusters Score -315725.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -315744.843750 Penalty: 2420.730225
	Iteration 17Q: 3 clusters Score -315744.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -315766.875000 Penalty: 2420.730225
	Iteration 18Q: 3 clusters Score -315766.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -315781.250000 Penalty: 2420.730225
	Iteration 19Q: 3 clusters Score -315781.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -315789.718750 Penalty: 2420.730225
	Iteration 20F: 3 clusters Score -315789.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -315797.812500 Penalty: 2420.730225
	Iteration 21Q: 3 clusters Score -315797.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -315805.218750 Penalty: 2420.730225
	Iteration 22Q: 3 clusters Score -315805.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -315812.062500 Penalty: 2420.730225
	Iteration 23Q: 3 clusters Score -315812.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -315816.000000 Penalty: 2420.730225
	Iteration 24Q: 3 clusters Score -315816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -315817.593750 Penalty: 2420.730225
	Iteration 25Q: 3 clusters Score -315817.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -315819.062500 Penalty: 2420.730225
	Iteration 26Q: 3 clusters Score -315819.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -315819.906250 Penalty: 2420.730225
	Iteration 27Q: 3 clusters Score -315819.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -315820.218750 Penalty: 2420.730225
	Iteration 28Q: 3 clusters Score -315820.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -315820.125000 Penalty: 2420.730225
	Iteration 29Q: 3 clusters Score -315820.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -315821.343750 Penalty: 2420.730225
	Iteration 30Q: 3 clusters Score -315821.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -315822.187500 Penalty: 2420.730225
	Iteration 31Q: 3 clusters Score -315822.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -315824.093750 Penalty: 2420.730225
	Iteration 32Q: 3 clusters Score -315824.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -315826.437500 Penalty: 2420.730225
	Iteration 33Q: 3 clusters Score -315826.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -315827.531250 Penalty: 2420.730225
	Iteration 34Q: 3 clusters Score -315827.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -315827.843750 Penalty: 2420.730225
	Iteration 35Q: 3 clusters Score -315827.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -315828.937500 Penalty: 2420.730225
	Iteration 36Q: 3 clusters Score -315828.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -315828.937500 Penalty: 2420.730225
	Iteration 37F: 3 clusters Score -315828.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (33937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33937 members 
Entering Unmasked Estep 
Score: -3531885.500000 Penalty: 1552.320557
	Iteration 0F: 2 clusters Score -3531886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -3509749.750000 Penalty: 3104.641113
	Iteration 0F: 3 clusters Score -3509750 nChanged 15464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -3518266.750000 Penalty: 3104.641113
	Iteration 1F: 3 clusters Score -3518267 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -3518795.250000 Penalty: 3104.641113
	Iteration 2Q: 3 clusters Score -3518795 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -3519315.500000 Penalty: 3104.641113
	Iteration 3Q: 3 clusters Score -3519316 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -3519781.250000 Penalty: 3104.641113
	Iteration 4Q: 3 clusters Score -3519781 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -3520230.750000 Penalty: 3104.641113
	Iteration 5Q: 3 clusters Score -3520231 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -3520719.250000 Penalty: 3104.641113
	Iteration 6Q: 3 clusters Score -3520719 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -3521255.500000 Penalty: 3104.641113
	Iteration 7Q: 3 clusters Score -3521256 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -3521883.750000 Penalty: 3104.641113
	Iteration 8Q: 3 clusters Score -3521884 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -3522603.250000 Penalty: 3104.641113
	Iteration 9Q: 3 clusters Score -3522603 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -3523333.250000 Penalty: 3104.641113
	Iteration 10Q: 3 clusters Score -3523333 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -3524080.500000 Penalty: 3104.641113
	Iteration 11Q: 3 clusters Score -3524080 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -3524877.250000 Penalty: 3104.641113
	Iteration 12Q: 3 clusters Score -3524877 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23906 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -3525664.000000 Penalty: 3104.641113
	Iteration 13Q: 3 clusters Score -3525664 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -3526433.750000 Penalty: 3104.641113
	Iteration 14Q: 3 clusters Score -3526434 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -3527024.750000 Penalty: 3104.641113
	Iteration 15Q: 3 clusters Score -3527025 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25635 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -3527401.500000 Penalty: 3104.641113
	Iteration 16Q: 3 clusters Score -3527402 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -3527654.500000 Penalty: 3104.641113
	Iteration 17Q: 3 clusters Score -3527654 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -3527828.000000 Penalty: 3104.641113
	Iteration 18Q: 3 clusters Score -3527828 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26818 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -3528014.000000 Penalty: 3104.641113
	Iteration 19Q: 3 clusters Score -3528014 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27169 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -3528152.250000 Penalty: 3104.641113
	Iteration 20F: 3 clusters Score -3528152 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27519 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -3528289.250000 Penalty: 3104.641113
	Iteration 21Q: 3 clusters Score -3528289 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27862 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -3528442.000000 Penalty: 3104.641113
	Iteration 22Q: 3 clusters Score -3528442 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28216 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -3528593.250000 Penalty: 3104.641113
	Iteration 23Q: 3 clusters Score -3528593 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28550 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -3528731.500000 Penalty: 3104.641113
	Iteration 24Q: 3 clusters Score -3528732 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28852 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -3528854.250000 Penalty: 3104.641113
	Iteration 25Q: 3 clusters Score -3528854 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29128 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -3528956.750000 Penalty: 3104.641113
	Iteration 26Q: 3 clusters Score -3528957 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29400 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -3529082.000000 Penalty: 3104.641113
	Iteration 27Q: 3 clusters Score -3529082 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29672 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -3529199.750000 Penalty: 3104.641113
	Iteration 28Q: 3 clusters Score -3529200 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29939 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -3529334.250000 Penalty: 3104.641113
	Iteration 29Q: 3 clusters Score -3529334 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30179 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -3529434.000000 Penalty: 3104.641113
	Iteration 30Q: 3 clusters Score -3529434 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30400 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -3529521.500000 Penalty: 3104.641113
	Iteration 31Q: 3 clusters Score -3529522 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30608 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -3529616.500000 Penalty: 3104.641113
	Iteration 32Q: 3 clusters Score -3529616 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -3529694.250000 Penalty: 3104.641113
	Iteration 33Q: 3 clusters Score -3529694 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30943 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -3529759.250000 Penalty: 3104.641113
	Iteration 34Q: 3 clusters Score -3529759 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31096 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -3529813.500000 Penalty: 3104.641113
	Iteration 35Q: 3 clusters Score -3529814 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31227 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -3529873.250000 Penalty: 3104.641113
	Iteration 36Q: 3 clusters Score -3529873 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31360 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -3529933.250000 Penalty: 3104.641113
	Iteration 37Q: 3 clusters Score -3529933 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31483 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -3529977.750000 Penalty: 3104.641113
	Iteration 38Q: 3 clusters Score -3529978 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31609 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -3530040.500000 Penalty: 3104.641113
	Iteration 39Q: 3 clusters Score -3530040 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31731 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -3530087.500000 Penalty: 3104.641113
	Iteration 40F: 3 clusters Score -3530088 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31849 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -3530126.750000 Penalty: 3104.641113
	Iteration 41Q: 3 clusters Score -3530127 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31943 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -3530154.250000 Penalty: 3104.641113
	Iteration 42Q: 3 clusters Score -3530154 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32040 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -3530194.750000 Penalty: 3104.641113
	Iteration 43Q: 3 clusters Score -3530195 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32133 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -3530227.500000 Penalty: 3104.641113
	Iteration 44Q: 3 clusters Score -3530228 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32226 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -3530275.500000 Penalty: 3104.641113
	Iteration 45Q: 3 clusters Score -3530276 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32309 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -3530303.500000 Penalty: 3104.641113
	Iteration 46Q: 3 clusters Score -3530304 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32387 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -3530345.000000 Penalty: 3104.641113
	Iteration 47Q: 3 clusters Score -3530345 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32452 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -3530381.250000 Penalty: 3104.641113
	Iteration 48Q: 3 clusters Score -3530381 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32510 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -3530413.000000 Penalty: 3104.641113
	Iteration 49Q: 3 clusters Score -3530413 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32562 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -3530428.750000 Penalty: 3104.641113
	Iteration 50Q: 3 clusters Score -3530429 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32604 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -3530452.250000 Penalty: 3104.641113
	Iteration 51Q: 3 clusters Score -3530452 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32635 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -3530455.250000 Penalty: 3104.641113
	Iteration 52Q: 3 clusters Score -3530455 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32661 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -3530476.000000 Penalty: 3104.641113
	Iteration 53Q: 3 clusters Score -3530476 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32682 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -3530482.000000 Penalty: 3104.641113
	Iteration 54Q: 3 clusters Score -3530482 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32706 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3530489.500000 Penalty: 3104.641113
	Iteration 55Q: 3 clusters Score -3530490 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32730 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3530498.000000 Penalty: 3104.641113
	Iteration 56Q: 3 clusters Score -3530498 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32752 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3530494.750000 Penalty: 3104.641113
	Iteration 57Q: 3 clusters Score -3530495 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32767 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -3530504.750000 Penalty: 3104.641113
	Iteration 58Q: 3 clusters Score -3530505 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32783 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -3530518.500000 Penalty: 3104.641113
	Iteration 59Q: 3 clusters Score -3530518 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32803 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -3530520.500000 Penalty: 3104.641113
	Iteration 60F: 3 clusters Score -3530520 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32834 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3530532.250000 Penalty: 3104.641113
	Iteration 61Q: 3 clusters Score -3530532 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32860 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -3530545.500000 Penalty: 3104.641113
	Iteration 62Q: 3 clusters Score -3530546 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32884 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -3530560.000000 Penalty: 3104.641113
	Iteration 63Q: 3 clusters Score -3530560 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32910 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -3530566.000000 Penalty: 3104.641113
	Iteration 64Q: 3 clusters Score -3530566 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32923 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -3530569.500000 Penalty: 3104.641113
	Iteration 65Q: 3 clusters Score -3530570 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32935 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -3530582.500000 Penalty: 3104.641113
	Iteration 66Q: 3 clusters Score -3530582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32943 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -3530587.250000 Penalty: 3104.641113
	Iteration 67Q: 3 clusters Score -3530587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32949 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -3530596.750000 Penalty: 3104.641113
	Iteration 68Q: 3 clusters Score -3530597 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32953 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -3530596.000000 Penalty: 3104.641113
	Iteration 69Q: 3 clusters Score -3530596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32959 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3530602.750000 Penalty: 3104.641113
	Iteration 70Q: 3 clusters Score -3530603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32967 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -3530604.500000 Penalty: 3104.641113
	Iteration 71Q: 3 clusters Score -3530604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32970 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -3530601.750000 Penalty: 3104.641113
	Iteration 72Q: 3 clusters Score -3530602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32976 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -3530609.750000 Penalty: 3104.641113
	Iteration 73Q: 3 clusters Score -3530610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -3530613.250000 Penalty: 3104.641113
	Iteration 74Q: 3 clusters Score -3530613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32987 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -3530613.000000 Penalty: 3104.641113
	Iteration 75Q: 3 clusters Score -3530613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32993 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3530618.750000 Penalty: 3104.641113
	Iteration 76Q: 3 clusters Score -3530619 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33000 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -3530618.250000 Penalty: 3104.641113
	Iteration 77Q: 3 clusters Score -3530618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33007 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -3530618.500000 Penalty: 3104.641113
	Iteration 78Q: 3 clusters Score -3530618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33013 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -3530626.250000 Penalty: 3104.641113
	Iteration 79Q: 3 clusters Score -3530626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33021 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -3530627.250000 Penalty: 3104.641113
	Iteration 80F: 3 clusters Score -3530627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33027 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -3530631.000000 Penalty: 3104.641113
	Iteration 81Q: 3 clusters Score -3530631 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33038 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -3530635.000000 Penalty: 3104.641113
	Iteration 82Q: 3 clusters Score -3530635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33047 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3530641.250000 Penalty: 3104.641113
	Iteration 83Q: 3 clusters Score -3530641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33054 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -3530646.000000 Penalty: 3104.641113
	Iteration 84Q: 3 clusters Score -3530646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33060 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -3530646.500000 Penalty: 3104.641113
	Iteration 85Q: 3 clusters Score -3530646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33063 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -3530651.250000 Penalty: 3104.641113
	Iteration 86Q: 3 clusters Score -3530651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33067 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -3530650.750000 Penalty: 3104.641113
	Iteration 87Q: 3 clusters Score -3530651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33071 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -3530654.500000 Penalty: 3104.641113
	Iteration 88Q: 3 clusters Score -3530654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33075 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -3530647.500000 Penalty: 3104.641113
	Iteration 89Q: 3 clusters Score -3530648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33079 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -3530650.750000 Penalty: 3104.641113
	Iteration 90Q: 3 clusters Score -3530651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33084 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -3530659.000000 Penalty: 3104.641113
	Iteration 91Q: 3 clusters Score -3530659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33086 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -3530658.000000 Penalty: 3104.641113
	Iteration 92Q: 3 clusters Score -3530658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33088 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -3530659.250000 Penalty: 3104.641113
	Iteration 93Q: 3 clusters Score -3530659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33093 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3530657.750000 Penalty: 3104.641113
	Iteration 94Q: 3 clusters Score -3530658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33095 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3530663.500000 Penalty: 3104.641113
	Iteration 95Q: 3 clusters Score -3530664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33099 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -3530659.750000 Penalty: 3104.641113
	Iteration 96Q: 3 clusters Score -3530660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33101 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3530663.250000 Penalty: 3104.641113
	Iteration 97Q: 3 clusters Score -3530663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33105 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3530665.250000 Penalty: 3104.641113
	Iteration 98Q: 3 clusters Score -3530665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33107 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3530669.000000 Penalty: 3104.641113
	Iteration 99Q: 3 clusters Score -3530669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33108 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -3530666.500000 Penalty: 3104.641113
	Iteration 100F: 3 clusters Score -3530666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33108 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -3530669.750000 Penalty: 3104.641113
	Iteration 101Q: 3 clusters Score -3530670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33110 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -3530671.000000 Penalty: 3104.641113
	Iteration 102Q: 3 clusters Score -3530671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33110 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -3530671.000000 Penalty: 3104.641113
	Iteration 103F: 3 clusters Score -3530671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (18017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Entering Unmasked Estep 
Score: -1890533.125000 Penalty: 1458.101807
	Iteration 0F: 2 clusters Score -1890533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1878698.500000 Penalty: 2916.203613
	Iteration 0F: 3 clusters Score -1878698 nChanged 7833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1883201.875000 Penalty: 2916.203613
	Iteration 1F: 3 clusters Score -1883202 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1883833.625000 Penalty: 2916.203613
	Iteration 2F: 3 clusters Score -1883834 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1884383.750000 Penalty: 2916.203613
	Iteration 3F: 3 clusters Score -1884384 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1884953.250000 Penalty: 2916.203613
	Iteration 4F: 3 clusters Score -1884953 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1885497.875000 Penalty: 2916.203613
	Iteration 5F: 3 clusters Score -1885498 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1885981.625000 Penalty: 2916.203613
	Iteration 6F: 3 clusters Score -1885982 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1886411.375000 Penalty: 2916.203613
	Iteration 7Q: 3 clusters Score -1886411 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1886733.375000 Penalty: 2916.203613
	Iteration 8Q: 3 clusters Score -1886733 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1886986.750000 Penalty: 2916.203613
	Iteration 9Q: 3 clusters Score -1886987 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1887165.000000 Penalty: 2916.203613
	Iteration 10Q: 3 clusters Score -1887165 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1887296.875000 Penalty: 2916.203613
	Iteration 11Q: 3 clusters Score -1887297 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1887395.375000 Penalty: 2916.203613
	Iteration 12Q: 3 clusters Score -1887395 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1887458.750000 Penalty: 2916.203613
	Iteration 13Q: 3 clusters Score -1887459 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1887498.500000 Penalty: 2916.203613
	Iteration 14Q: 3 clusters Score -1887498 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1887536.625000 Penalty: 2916.203613
	Iteration 15Q: 3 clusters Score -1887537 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1887568.875000 Penalty: 2916.203613
	Iteration 16Q: 3 clusters Score -1887569 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1887591.375000 Penalty: 2916.203613
	Iteration 17Q: 3 clusters Score -1887591 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1887621.375000 Penalty: 2916.203613
	Iteration 18Q: 3 clusters Score -1887621 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1887643.250000 Penalty: 2916.203613
	Iteration 19Q: 3 clusters Score -1887643 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1887663.250000 Penalty: 2916.203613
	Iteration 20F: 3 clusters Score -1887663 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1887690 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1887719.750000 Penalty: 2916.203613
	Iteration 22Q: 3 clusters Score -1887720 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1887739.750000 Penalty: 2916.203613
	Iteration 23Q: 3 clusters Score -1887740 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1887768.625000 Penalty: 2916.203613
	Iteration 24Q: 3 clusters Score -1887769 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1887787.125000 Penalty: 2916.203613
	Iteration 25Q: 3 clusters Score -1887787 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1887805.625000 Penalty: 2916.203613
	Iteration 26Q: 3 clusters Score -1887806 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1887854.750000 Penalty: 2916.203613
	Iteration 27Q: 3 clusters Score -1887855 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1887900 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1887940.250000 Penalty: 2916.203613
	Iteration 29Q: 3 clusters Score -1887940 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1887984 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1888028.375000 Penalty: 2916.203613
	Iteration 31Q: 3 clusters Score -1888028 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1888092.750000 Penalty: 2916.203613
	Iteration 32Q: 3 clusters Score -1888093 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1888145.500000 Penalty: 2916.203613
	Iteration 33Q: 3 clusters Score -1888146 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1888211.750000 Penalty: 2916.203613
	Iteration 34Q: 3 clusters Score -1888212 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1888281.500000 Penalty: 2916.203613
	Iteration 35Q: 3 clusters Score -1888282 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1888348.375000 Penalty: 2916.203613
	Iteration 36Q: 3 clusters Score -1888348 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1888412 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1888459.000000 Penalty: 2916.203613
	Iteration 38Q: 3 clusters Score -1888459 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1888515.250000 Penalty: 2916.203613
	Iteration 39Q: 3 clusters Score -1888515 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1888560.750000 Penalty: 2916.203613
	Iteration 40F: 3 clusters Score -1888561 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1888590 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1888619.625000 Penalty: 2916.203613
	Iteration 42Q: 3 clusters Score -1888620 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1888647 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1888668 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1888685 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1888699 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1888715 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1888719 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1888730 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1888736 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1888746 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1888753 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1888768 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1888784 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1888797 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1888808 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1888820.625000 Penalty: 2916.203613
	Iteration 57Q: 3 clusters Score -1888821 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1888834.250000 Penalty: 2916.203613
	Iteration 58Q: 3 clusters Score -1888834 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1888862 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1888879.750000 Penalty: 2916.203613
	Iteration 60F: 3 clusters Score -1888880 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1888891.875000 Penalty: 2916.203613
	Iteration 61Q: 3 clusters Score -1888892 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1888901.250000 Penalty: 2916.203613
	Iteration 62Q: 3 clusters Score -1888901 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1888926 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1888947 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1888975.625000 Penalty: 2916.203613
	Iteration 65Q: 3 clusters Score -1888976 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1888997.875000 Penalty: 2916.203613
	Iteration 66Q: 3 clusters Score -1888998 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1889013.250000 Penalty: 2916.203613
	Iteration 67Q: 3 clusters Score -1889013 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1889031.000000 Penalty: 2916.203613
	Iteration 68Q: 3 clusters Score -1889031 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1889044.375000 Penalty: 2916.203613
	Iteration 69Q: 3 clusters Score -1889044 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1889072.750000 Penalty: 2916.203613
	Iteration 70Q: 3 clusters Score -1889073 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1889094 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1889120.000000 Penalty: 2916.203613
	Iteration 72Q: 3 clusters Score -1889120 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1889137.625000 Penalty: 2916.203613
	Iteration 73Q: 3 clusters Score -1889138 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1889152.500000 Penalty: 2916.203613
	Iteration 74Q: 3 clusters Score -1889152 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1889165.500000 Penalty: 2916.203613
	Iteration 75Q: 3 clusters Score -1889166 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1889176.125000 Penalty: 2916.203613
	Iteration 76Q: 3 clusters Score -1889176 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1889191.500000 Penalty: 2916.203613
	Iteration 77Q: 3 clusters Score -1889192 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1889207.125000 Penalty: 2916.203613
	Iteration 78Q: 3 clusters Score -1889207 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1889216.625000 Penalty: 2916.203613
	Iteration 79Q: 3 clusters Score -1889217 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1889234.000000 Penalty: 2916.203613
	Iteration 80F: 3 clusters Score -1889234 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1889248.000000 Penalty: 2916.203613
	Iteration 81Q: 3 clusters Score -1889248 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1889255.750000 Penalty: 2916.203613
	Iteration 82Q: 3 clusters Score -1889256 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1889261.750000 Penalty: 2916.203613
	Iteration 83Q: 3 clusters Score -1889262 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1889269.875000 Penalty: 2916.203613
	Iteration 84Q: 3 clusters Score -1889270 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1889270.125000 Penalty: 2916.203613
	Iteration 85Q: 3 clusters Score -1889270 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1889280.625000 Penalty: 2916.203613
	Iteration 86Q: 3 clusters Score -1889281 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1889286.625000 Penalty: 2916.203613
	Iteration 87Q: 3 clusters Score -1889287 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1889291.625000 Penalty: 2916.203613
	Iteration 88Q: 3 clusters Score -1889292 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1889297.000000 Penalty: 2916.203613
	Iteration 89Q: 3 clusters Score -1889297 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1889305.375000 Penalty: 2916.203613
	Iteration 90Q: 3 clusters Score -1889305 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1889308.125000 Penalty: 2916.203613
	Iteration 91Q: 3 clusters Score -1889308 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1889313.625000 Penalty: 2916.203613
	Iteration 92Q: 3 clusters Score -1889314 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1889322.500000 Penalty: 2916.203613
	Iteration 93Q: 3 clusters Score -1889322 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1889336.500000 Penalty: 2916.203613
	Iteration 94Q: 3 clusters Score -1889336 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1889345.750000 Penalty: 2916.203613
	Iteration 95Q: 3 clusters Score -1889346 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1889359.375000 Penalty: 2916.203613
	Iteration 96Q: 3 clusters Score -1889359 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1889365.125000 Penalty: 2916.203613
	Iteration 97Q: 3 clusters Score -1889365 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1889377.250000 Penalty: 2916.203613
	Iteration 98Q: 3 clusters Score -1889377 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1889383.500000 Penalty: 2916.203613
	Iteration 99Q: 3 clusters Score -1889384 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1889384.500000 Penalty: 2916.203613
	Iteration 100F: 3 clusters Score -1889384 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1889387.375000 Penalty: 2916.203613
	Iteration 101Q: 3 clusters Score -1889387 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1889387 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1889392.625000 Penalty: 2916.203613
	Iteration 103Q: 3 clusters Score -1889393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1889397.000000 Penalty: 2916.203613
	Iteration 104Q: 3 clusters Score -1889397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1889399.125000 Penalty: 2916.203613
	Iteration 105Q: 3 clusters Score -1889399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1889398.750000 Penalty: 2916.203613
	Iteration 106Q: 3 clusters Score -1889399 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1889398.000000 Penalty: 2916.203613
	Iteration 107Q: 3 clusters Score -1889398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1889405.875000 Penalty: 2916.203613
	Iteration 108Q: 3 clusters Score -1889406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1889405.500000 Penalty: 2916.203613
	Iteration 109Q: 3 clusters Score -1889406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1889406.500000 Penalty: 2916.203613
	Iteration 110Q: 3 clusters Score -1889406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1889407.000000 Penalty: 2916.203613
	Iteration 111Q: 3 clusters Score -1889407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1889414.250000 Penalty: 2916.203613
	Iteration 112Q: 3 clusters Score -1889414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1889411.875000 Penalty: 2916.203613
	Iteration 113Q: 3 clusters Score -1889412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1889412.375000 Penalty: 2916.203613
	Iteration 114Q: 3 clusters Score -1889412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1889417.500000 Penalty: 2916.203613
	Iteration 115Q: 3 clusters Score -1889418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1889417.375000 Penalty: 2916.203613
	Iteration 116Q: 3 clusters Score -1889417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1889423.500000 Penalty: 2916.203613
	Iteration 117Q: 3 clusters Score -1889424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1889427.125000 Penalty: 2916.203613
	Iteration 118Q: 3 clusters Score -1889427 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1889428.625000 Penalty: 2916.203613
	Iteration 119Q: 3 clusters Score -1889429 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1889431.000000 Penalty: 2916.203613
	Iteration 120F: 3 clusters Score -1889431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1889434.000000 Penalty: 2916.203613
	Iteration 121Q: 3 clusters Score -1889434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1889435.125000 Penalty: 2916.203613
	Iteration 122Q: 3 clusters Score -1889435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1889439.125000 Penalty: 2916.203613
	Iteration 123Q: 3 clusters Score -1889439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1889439.250000 Penalty: 2916.203613
	Iteration 124Q: 3 clusters Score -1889439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1889437.625000 Penalty: 2916.203613
	Iteration 125Q: 3 clusters Score -1889438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1889437.000000 Penalty: 2916.203613
	Iteration 126Q: 3 clusters Score -1889437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1889441.750000 Penalty: 2916.203613
	Iteration 127Q: 3 clusters Score -1889442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1889441.875000 Penalty: 2916.203613
	Iteration 128Q: 3 clusters Score -1889442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1889441.000000 Penalty: 2916.203613
	Iteration 129Q: 3 clusters Score -1889441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1889447.125000 Penalty: 2916.203613
	Iteration 130Q: 3 clusters Score -1889447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1889446.875000 Penalty: 2916.203613
	Iteration 131Q: 3 clusters Score -1889447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1889446.875000 Penalty: 2916.203613
	Iteration 132Q: 3 clusters Score -1889447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1889447.250000 Penalty: 2916.203613
	Iteration 133Q: 3 clusters Score -1889447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1889448.250000 Penalty: 2916.203613
	Iteration 134Q: 3 clusters Score -1889448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1889447.500000 Penalty: 2916.203613
	Iteration 135Q: 3 clusters Score -1889448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1889445.750000 Penalty: 2916.203613
	Iteration 136Q: 3 clusters Score -1889446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1889447.625000 Penalty: 2916.203613
	Iteration 137Q: 3 clusters Score -1889448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1889448.250000 Penalty: 2916.203613
	Iteration 138Q: 3 clusters Score -1889448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1889448.250000 Penalty: 2916.203613
	Iteration 139F: 3 clusters Score -1889448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (15622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Entering Unmasked Estep 
Score: -1633494.250000 Penalty: 1436.877563
	Iteration 0F: 2 clusters Score -1633494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1623212.125000 Penalty: 2873.755127
	Iteration 0F: 3 clusters Score -1623212 nChanged 6720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1626848.375000 Penalty: 2873.755127
	Iteration 1F: 3 clusters Score -1626848 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1627249.125000 Penalty: 2873.755127
	Iteration 2F: 3 clusters Score -1627249 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1627699.125000 Penalty: 2873.755127
	Iteration 3F: 3 clusters Score -1627699 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1628227.750000 Penalty: 2873.755127
	Iteration 4F: 3 clusters Score -1628228 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1628867.500000 Penalty: 2873.755127
	Iteration 5F: 3 clusters Score -1628868 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1629558.250000 Penalty: 2873.755127
	Iteration 6F: 3 clusters Score -1629558 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1630043.000000 Penalty: 2873.755127
	Iteration 7F: 3 clusters Score -1630043 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -1630431.625000 Penalty: 2873.755127
	Iteration 8Q: 3 clusters Score -1630432 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -1630791.875000 Penalty: 2873.755127
	Iteration 9Q: 3 clusters Score -1630792 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -1631046.125000 Penalty: 2873.755127
	Iteration 10Q: 3 clusters Score -1631046 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -1631237.250000 Penalty: 2873.755127
	Iteration 11Q: 3 clusters Score -1631237 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -1631388.500000 Penalty: 2873.755127
	Iteration 12Q: 3 clusters Score -1631388 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -1631503.250000 Penalty: 2873.755127
	Iteration 13Q: 3 clusters Score -1631503 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -1631589.750000 Penalty: 2873.755127
	Iteration 14Q: 3 clusters Score -1631590 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -1631673.625000 Penalty: 2873.755127
	Iteration 15Q: 3 clusters Score -1631674 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -1631739.750000 Penalty: 2873.755127
	Iteration 16Q: 3 clusters Score -1631740 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -1631810.875000 Penalty: 2873.755127
	Iteration 17Q: 3 clusters Score -1631811 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -1631874.500000 Penalty: 2873.755127
	Iteration 18Q: 3 clusters Score -1631874 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -1631934.625000 Penalty: 2873.755127
	Iteration 19Q: 3 clusters Score -1631935 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -1631983.125000 Penalty: 2873.755127
	Iteration 20F: 3 clusters Score -1631983 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -1632022.250000 Penalty: 2873.755127
	Iteration 21Q: 3 clusters Score -1632022 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -1632067.250000 Penalty: 2873.755127
	Iteration 22Q: 3 clusters Score -1632067 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -1632112.750000 Penalty: 2873.755127
	Iteration 23Q: 3 clusters Score -1632113 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -1632154.625000 Penalty: 2873.755127
	Iteration 24Q: 3 clusters Score -1632155 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -1632188.500000 Penalty: 2873.755127
	Iteration 25Q: 3 clusters Score -1632188 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -1632219.125000 Penalty: 2873.755127
	Iteration 26Q: 3 clusters Score -1632219 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -1632243.500000 Penalty: 2873.755127
	Iteration 27Q: 3 clusters Score -1632244 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -1632265.625000 Penalty: 2873.755127
	Iteration 28Q: 3 clusters Score -1632266 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -1632279.500000 Penalty: 2873.755127
	Iteration 29Q: 3 clusters Score -1632280 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -1632289.375000 Penalty: 2873.755127
	Iteration 30Q: 3 clusters Score -1632289 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -1632303.125000 Penalty: 2873.755127
	Iteration 31Q: 3 clusters Score -1632303 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -1632316.000000 Penalty: 2873.755127
	Iteration 32Q: 3 clusters Score -1632316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -1632321.750000 Penalty: 2873.755127
	Iteration 33Q: 3 clusters Score -1632322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -1632328.000000 Penalty: 2873.755127
	Iteration 34Q: 3 clusters Score -1632328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -1632333.375000 Penalty: 2873.755127
	Iteration 35Q: 3 clusters Score -1632333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -1632334.500000 Penalty: 2873.755127
	Iteration 36Q: 3 clusters Score -1632334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -1632340.000000 Penalty: 2873.755127
	Iteration 37Q: 3 clusters Score -1632340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -1632344.375000 Penalty: 2873.755127
	Iteration 38Q: 3 clusters Score -1632344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -1632345.875000 Penalty: 2873.755127
	Iteration 39Q: 3 clusters Score -1632346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -1632350.250000 Penalty: 2873.755127
	Iteration 40F: 3 clusters Score -1632350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -1632351.625000 Penalty: 2873.755127
	Iteration 41Q: 3 clusters Score -1632352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -1632349.375000 Penalty: 2873.755127
	Iteration 42Q: 3 clusters Score -1632349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -1632349.375000 Penalty: 2873.755127
	Iteration 43F: 3 clusters Score -1632349 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (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: -301017.656250 Penalty: 1186.456787
	Iteration 0F: 2 clusters Score -301017.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -298616.281250 Penalty: 2372.913574
	Iteration 0F: 3 clusters Score -298616.3 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -299238.718750 Penalty: 2372.913574
	Iteration 1F: 3 clusters Score -299238.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -299366.656250 Penalty: 2372.913574
	Iteration 2F: 3 clusters Score -299366.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -299439.875000 Penalty: 2372.913574
	Iteration 3Q: 3 clusters Score -299439.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -299493.562500 Penalty: 2372.913574
	Iteration 4Q: 3 clusters Score -299493.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -299552.531250 Penalty: 2372.913574
	Iteration 5Q: 3 clusters Score -299552.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -299586.156250 Penalty: 2372.913574
	Iteration 6Q: 3 clusters Score -299586.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -299615.437500 Penalty: 2372.913574
	Iteration 7Q: 3 clusters Score -299615.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -299634.843750 Penalty: 2372.913574
	Iteration 8Q: 3 clusters Score -299634.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -299655.468750 Penalty: 2372.913574
	Iteration 9Q: 3 clusters Score -299655.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -299666.281250 Penalty: 2372.913574
	Iteration 10Q: 3 clusters Score -299666.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -299676.531250 Penalty: 2372.913574
	Iteration 11Q: 3 clusters Score -299676.5 nChanged 10
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: -299680.750000 Penalty: 2372.913574
	Iteration 12Q: 3 clusters Score -299680.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -299685.875000 Penalty: 2372.913574
	Iteration 13Q: 3 clusters Score -299685.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -299689.968750 Penalty: 2372.913574
	Iteration 14Q: 3 clusters Score -299690 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: -299692.718750 Penalty: 2372.913574
	Iteration 15Q: 3 clusters Score -299692.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -299694.156250 Penalty: 2372.913574
	Iteration 16Q: 3 clusters Score -299694.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -299694.406250 Penalty: 2372.913574
	Iteration 17Q: 3 clusters Score -299694.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -299694.406250 Penalty: 2372.913574
	Iteration 18F: 3 clusters Score -299694.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Entering Unmasked Estep 
Score: -231160.437500 Penalty: 1165.285522
	Iteration 0F: 2 clusters Score -231160.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -228979.734375 Penalty: 2330.571045
	Iteration 0F: 3 clusters Score -228979.7 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -229525.812500 Penalty: 2330.571045
	Iteration 1F: 3 clusters Score -229525.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -229686.718750 Penalty: 2330.571045
	Iteration 2F: 3 clusters Score -229686.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -229815.343750 Penalty: 2330.571045
	Iteration 3F: 3 clusters Score -229815.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -229904.296875 Penalty: 2330.571045
	Iteration 4Q: 3 clusters Score -229904.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -229969.296875 Penalty: 2330.571045
	Iteration 5Q: 3 clusters Score -229969.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -230024.625000 Penalty: 2330.571045
	Iteration 6Q: 3 clusters Score -230024.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -230056.093750 Penalty: 2330.571045
	Iteration 7Q: 3 clusters Score -230056.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -230078.671875 Penalty: 2330.571045
	Iteration 8Q: 3 clusters Score -230078.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -230093.843750 Penalty: 2330.571045
	Iteration 9Q: 3 clusters Score -230093.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -230110.968750 Penalty: 2330.571045
	Iteration 10Q: 3 clusters Score -230111 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -230122.531250 Penalty: 2330.571045
	Iteration 11Q: 3 clusters Score -230122.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -230133.765625 Penalty: 2330.571045
	Iteration 12Q: 3 clusters Score -230133.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -230141.062500 Penalty: 2330.571045
	Iteration 13Q: 3 clusters Score -230141.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -230147.875000 Penalty: 2330.571045
	Iteration 14Q: 3 clusters Score -230147.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -230155.593750 Penalty: 2330.571045
	Iteration 15Q: 3 clusters Score -230155.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -230165.250000 Penalty: 2330.571045
	Iteration 16Q: 3 clusters Score -230165.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -230172.062500 Penalty: 2330.571045
	Iteration 17Q: 3 clusters Score -230172.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -230174.656250 Penalty: 2330.571045
	Iteration 18Q: 3 clusters Score -230174.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -230175.250000 Penalty: 2330.571045
	Iteration 19Q: 3 clusters Score -230175.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -230175.250000 Penalty: 2330.571045
	Iteration 20F: 3 clusters Score -230175.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (5087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Entering Unmasked Estep 
Score: -531237.000000 Penalty: 1269.925293
	Iteration 0F: 2 clusters Score -531237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -527567.562500 Penalty: 2539.850586
	Iteration 0F: 3 clusters Score -527567.6 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -528660.875000 Penalty: 2539.850586
	Iteration 1F: 3 clusters Score -528660.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -528862.750000 Penalty: 2539.850586
	Iteration 2F: 3 clusters Score -528862.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -528974.625000 Penalty: 2539.850586
	Iteration 3Q: 3 clusters Score -528974.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -529052.437500 Penalty: 2539.850586
	Iteration 4Q: 3 clusters Score -529052.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -529121.937500 Penalty: 2539.850586
	Iteration 5Q: 3 clusters Score -529121.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -529192.000000 Penalty: 2539.850586
	Iteration 6Q: 3 clusters Score -529192 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -529259.187500 Penalty: 2539.850586
	Iteration 7Q: 3 clusters Score -529259.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -529317.125000 Penalty: 2539.850586
	Iteration 8Q: 3 clusters Score -529317.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -529384.125000 Penalty: 2539.850586
	Iteration 9Q: 3 clusters Score -529384.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -529442.125000 Penalty: 2539.850586
	Iteration 10Q: 3 clusters Score -529442.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -529495.875000 Penalty: 2539.850586
	Iteration 11Q: 3 clusters Score -529495.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -529556.687500 Penalty: 2539.850586
	Iteration 12Q: 3 clusters Score -529556.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -529618.312500 Penalty: 2539.850586
	Iteration 13Q: 3 clusters Score -529618.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -529668.500000 Penalty: 2539.850586
	Iteration 14Q: 3 clusters Score -529668.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -529715.000000 Penalty: 2539.850586
	Iteration 15Q: 3 clusters Score -529715 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -529762.875000 Penalty: 2539.850586
	Iteration 16Q: 3 clusters Score -529762.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -529803.125000 Penalty: 2539.850586
	Iteration 17Q: 3 clusters Score -529803.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -529838.187500 Penalty: 2539.850586
	Iteration 18Q: 3 clusters Score -529838.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -529870.375000 Penalty: 2539.850586
	Iteration 19Q: 3 clusters Score -529870.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -529912.437500 Penalty: 2539.850586
	Iteration 20F: 3 clusters Score -529912.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -529946.750000 Penalty: 2539.850586
	Iteration 21Q: 3 clusters Score -529946.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -529972.437500 Penalty: 2539.850586
	Iteration 22Q: 3 clusters Score -529972.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -530002.125000 Penalty: 2539.850586
	Iteration 23Q: 3 clusters Score -530002.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -530024.937500 Penalty: 2539.850586
	Iteration 24Q: 3 clusters Score -530024.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -530049.812500 Penalty: 2539.850586
	Iteration 25Q: 3 clusters Score -530049.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -530075.187500 Penalty: 2539.850586
	Iteration 26Q: 3 clusters Score -530075.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -530098.625000 Penalty: 2539.850586
	Iteration 27Q: 3 clusters Score -530098.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -530120.750000 Penalty: 2539.850586
	Iteration 28Q: 3 clusters Score -530120.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -530143.687500 Penalty: 2539.850586
	Iteration 29Q: 3 clusters Score -530143.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -530163.875000 Penalty: 2539.850586
	Iteration 30Q: 3 clusters Score -530163.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -530177.437500 Penalty: 2539.850586
	Iteration 31Q: 3 clusters Score -530177.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -530192.437500 Penalty: 2539.850586
	Iteration 32Q: 3 clusters Score -530192.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -530199.187500 Penalty: 2539.850586
	Iteration 33Q: 3 clusters Score -530199.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -530203.750000 Penalty: 2539.850586
	Iteration 34Q: 3 clusters Score -530203.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -530208.437500 Penalty: 2539.850586
	Iteration 35Q: 3 clusters Score -530208.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -530216.437500 Penalty: 2539.850586
	Iteration 36Q: 3 clusters Score -530216.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -530224.875000 Penalty: 2539.850586
	Iteration 37Q: 3 clusters Score -530224.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -530243.312500 Penalty: 2539.850586
	Iteration 38Q: 3 clusters Score -530243.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -530256.312500 Penalty: 2539.850586
	Iteration 39Q: 3 clusters Score -530256.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -530263.750000 Penalty: 2539.850586
	Iteration 40F: 3 clusters Score -530263.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -530269.000000 Penalty: 2539.850586
	Iteration 41Q: 3 clusters Score -530269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -530269.687500 Penalty: 2539.850586
	Iteration 42Q: 3 clusters Score -530269.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -530270.000000 Penalty: 2539.850586
	Iteration 43Q: 3 clusters Score -530270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -530270.937500 Penalty: 2539.850586
	Iteration 44Q: 3 clusters Score -530270.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -530270.937500 Penalty: 2539.850586
	Iteration 45F: 3 clusters Score -530270.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (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: -171386.859375 Penalty: 1126.788452
	Iteration 0F: 2 clusters Score -171386.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -169535.718750 Penalty: 2253.576904
	Iteration 0F: 3 clusters Score -169535.7 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -170032.187500 Penalty: 2253.576904
	Iteration 1F: 3 clusters Score -170032.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -170167.281250 Penalty: 2253.576904
	Iteration 2F: 3 clusters Score -170167.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -170254.828125 Penalty: 2253.576904
	Iteration 3Q: 3 clusters Score -170254.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -170318.500000 Penalty: 2253.576904
	Iteration 4Q: 3 clusters Score -170318.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -170360.421875 Penalty: 2253.576904
	Iteration 5Q: 3 clusters Score -170360.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -170407.406250 Penalty: 2253.576904
	Iteration 6Q: 3 clusters Score -170407.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -170448.875000 Penalty: 2253.576904
	Iteration 7Q: 3 clusters Score -170448.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -170477.078125 Penalty: 2253.576904
	Iteration 8Q: 3 clusters Score -170477.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -170492.750000 Penalty: 2253.576904
	Iteration 9Q: 3 clusters Score -170492.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -170505.046875 Penalty: 2253.576904
	Iteration 10Q: 3 clusters Score -170505 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -170514.140625 Penalty: 2253.576904
	Iteration 11Q: 3 clusters Score -170514.1 nChanged 12
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: -170522.484375 Penalty: 2253.576904
	Iteration 12Q: 3 clusters Score -170522.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -170535.140625 Penalty: 2253.576904
	Iteration 13Q: 3 clusters Score -170535.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -170549.984375 Penalty: 2253.576904
	Iteration 14Q: 3 clusters Score -170550 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -170564.265625 Penalty: 2253.576904
	Iteration 15Q: 3 clusters Score -170564.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -170569.937500 Penalty: 2253.576904
	Iteration 16Q: 3 clusters Score -170569.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -170579.921875 Penalty: 2253.576904
	Iteration 17Q: 3 clusters Score -170579.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -170585.062500 Penalty: 2253.576904
	Iteration 18Q: 3 clusters Score -170585.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -170588.375000 Penalty: 2253.576904
	Iteration 19Q: 3 clusters Score -170588.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -170591.625000 Penalty: 2253.576904
	Iteration 20F: 3 clusters Score -170591.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -170593.046875 Penalty: 2253.576904
	Iteration 21Q: 3 clusters Score -170593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -170594.484375 Penalty: 2253.576904
	Iteration 22Q: 3 clusters Score -170594.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -170595.015625 Penalty: 2253.576904
	Iteration 23Q: 3 clusters Score -170595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -170595.609375 Penalty: 2253.576904
	Iteration 24Q: 3 clusters Score -170595.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -170597.265625 Penalty: 2253.576904
	Iteration 25Q: 3 clusters Score -170597.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -170599.343750 Penalty: 2253.576904
	Iteration 26Q: 3 clusters Score -170599.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -170599.812500 Penalty: 2253.576904
	Iteration 27Q: 3 clusters Score -170599.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -170599.812500 Penalty: 2253.576904
	Iteration 28F: 3 clusters Score -170599.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Entering Unmasked Estep 
Score: -147955.765625 Penalty: 1067.826782
	Iteration 0F: 2 clusters Score -147955.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -146501.015625 Penalty: 2135.653564
	Iteration 0F: 3 clusters Score -146501 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -146845.984375 Penalty: 2135.653564
	Iteration 1F: 3 clusters Score -146846 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -146987.953125 Penalty: 2135.653564
	Iteration 2F: 3 clusters Score -146988 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -147047.812500 Penalty: 2135.653564
	Iteration 3Q: 3 clusters Score -147047.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -147076.937500 Penalty: 2135.653564
	Iteration 4Q: 3 clusters Score -147076.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -147092.656250 Penalty: 2135.653564
	Iteration 5Q: 3 clusters Score -147092.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -147107.562500 Penalty: 2135.653564
	Iteration 6Q: 3 clusters Score -147107.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -147113.000000 Penalty: 2135.653564
	Iteration 7Q: 3 clusters Score -147113 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -147122.609375 Penalty: 2135.653564
	Iteration 8Q: 3 clusters Score -147122.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -147127.296875 Penalty: 2135.653564
	Iteration 9Q: 3 clusters Score -147127.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -147131.062500 Penalty: 2135.653564
	Iteration 10Q: 3 clusters Score -147131.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -147136.453125 Penalty: 2135.653564
	Iteration 11Q: 3 clusters Score -147136.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -147143.390625 Penalty: 2135.653564
	Iteration 12Q: 3 clusters Score -147143.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -147147.906250 Penalty: 2135.653564
	Iteration 13Q: 3 clusters Score -147147.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -147149.296875 Penalty: 2135.653564
	Iteration 14Q: 3 clusters Score -147149.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -147151.875000 Penalty: 2135.653564
	Iteration 15Q: 3 clusters Score -147151.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -147153.484375 Penalty: 2135.653564
	Iteration 16Q: 3 clusters Score -147153.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -147157.187500 Penalty: 2135.653564
	Iteration 17Q: 3 clusters Score -147157.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -147159.359375 Penalty: 2135.653564
	Iteration 18Q: 3 clusters Score -147159.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -147162.343750 Penalty: 2135.653564
	Iteration 19Q: 3 clusters Score -147162.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -147165.328125 Penalty: 2135.653564
	Iteration 20F: 3 clusters Score -147165.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -147167.140625 Penalty: 2135.653564
	Iteration 21Q: 3 clusters Score -147167.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -147167.734375 Penalty: 2135.653564
	Iteration 22Q: 3 clusters Score -147167.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -147167.734375 Penalty: 2135.653564
	Iteration 23F: 3 clusters Score -147167.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (11629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Entering Unmasked Estep 
Score: -1124125.500000 Penalty: 1392.955200
	Iteration 0F: 2 clusters Score -1124126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1116381.125000 Penalty: 2785.910400
	Iteration 0F: 3 clusters Score -1116381 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1118907.500000 Penalty: 2785.910400
	Iteration 1F: 3 clusters Score -1118908 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1119196.250000 Penalty: 2785.910400
	Iteration 2F: 3 clusters Score -1119196 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1119402.000000 Penalty: 2785.910400
	Iteration 3Q: 3 clusters Score -1119402 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1119570.625000 Penalty: 2785.910400
	Iteration 4Q: 3 clusters Score -1119571 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1119738.625000 Penalty: 2785.910400
	Iteration 5Q: 3 clusters Score -1119739 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1119924.500000 Penalty: 2785.910400
	Iteration 6Q: 3 clusters Score -1119924 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1120133.250000 Penalty: 2785.910400
	Iteration 7Q: 3 clusters Score -1120133 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1120351.750000 Penalty: 2785.910400
	Iteration 8Q: 3 clusters Score -1120352 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1120635.750000 Penalty: 2785.910400
	Iteration 9Q: 3 clusters Score -1120636 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1120977.250000 Penalty: 2785.910400
	Iteration 10Q: 3 clusters Score -1120977 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1121348.375000 Penalty: 2785.910400
	Iteration 11Q: 3 clusters Score -1121348 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1121752.250000 Penalty: 2785.910400
	Iteration 12Q: 3 clusters Score -1121752 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1122114.625000 Penalty: 2785.910400
	Iteration 13Q: 3 clusters Score -1122115 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1122422.625000 Penalty: 2785.910400
	Iteration 14Q: 3 clusters Score -1122423 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1122681.625000 Penalty: 2785.910400
	Iteration 15Q: 3 clusters Score -1122682 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1122844.375000 Penalty: 2785.910400
	Iteration 16Q: 3 clusters Score -1122844 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1122940.875000 Penalty: 2785.910400
	Iteration 17Q: 3 clusters Score -1122941 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1123018.500000 Penalty: 2785.910400
	Iteration 18Q: 3 clusters Score -1123018 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1123067.750000 Penalty: 2785.910400
	Iteration 19Q: 3 clusters Score -1123068 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1123111.750000 Penalty: 2785.910400
	Iteration 20F: 3 clusters Score -1123112 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1123150.375000 Penalty: 2785.910400
	Iteration 21Q: 3 clusters Score -1123150 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1123187.875000 Penalty: 2785.910400
	Iteration 22Q: 3 clusters Score -1123188 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1123227.750000 Penalty: 2785.910400
	Iteration 23Q: 3 clusters Score -1123228 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1123243.500000 Penalty: 2785.910400
	Iteration 24Q: 3 clusters Score -1123244 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1123253.000000 Penalty: 2785.910400
	Iteration 25Q: 3 clusters Score -1123253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1123254.625000 Penalty: 2785.910400
	Iteration 26Q: 3 clusters Score -1123255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1123256.875000 Penalty: 2785.910400
	Iteration 27Q: 3 clusters Score -1123257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1123257.125000 Penalty: 2785.910400
	Iteration 28Q: 3 clusters Score -1123257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1123258.000000 Penalty: 2785.910400
	Iteration 29Q: 3 clusters Score -1123258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1123257.750000 Penalty: 2785.910400
	Iteration 30Q: 3 clusters Score -1123258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1123260.000000 Penalty: 2785.910400
	Iteration 31Q: 3 clusters Score -1123260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1123260.000000 Penalty: 2785.910400
	Iteration 32F: 3 clusters Score -1123260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (1752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Entering Unmasked Estep 
Score: -164508.500000 Penalty: 1111.314819
	Iteration 0F: 2 clusters Score -164508.5 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 898 members 
Entering Unmasked Estep 
Score: -162753.781250 Penalty: 2222.629639
	Iteration 0F: 3 clusters Score -162753.8 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -163160.031250 Penalty: 2222.629639
	Iteration 1F: 3 clusters Score -163160 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -163273.250000 Penalty: 2222.629639
	Iteration 2F: 3 clusters Score -163273.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -163336.953125 Penalty: 2222.629639
	Iteration 3Q: 3 clusters Score -163337 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -163382.046875 Penalty: 2222.629639
	Iteration 4Q: 3 clusters Score -163382 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -163419.203125 Penalty: 2222.629639
	Iteration 5Q: 3 clusters Score -163419.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -163442.765625 Penalty: 2222.629639
	Iteration 6Q: 3 clusters Score -163442.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -163455.906250 Penalty: 2222.629639
	Iteration 7Q: 3 clusters Score -163455.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -163472.578125 Penalty: 2222.629639
	Iteration 8Q: 3 clusters Score -163472.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -163482.109375 Penalty: 2222.629639
	Iteration 9Q: 3 clusters Score -163482.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -163486.765625 Penalty: 2222.629639
	Iteration 10Q: 3 clusters Score -163486.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -163490.015625 Penalty: 2222.629639
	Iteration 11Q: 3 clusters Score -163490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -163490.984375 Penalty: 2222.629639
	Iteration 12Q: 3 clusters Score -163491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -163492.484375 Penalty: 2222.629639
	Iteration 13Q: 3 clusters Score -163492.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -163494.671875 Penalty: 2222.629639
	Iteration 14Q: 3 clusters Score -163494.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -163497.734375 Penalty: 2222.629639
	Iteration 15Q: 3 clusters Score -163497.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -163498.265625 Penalty: 2222.629639
	Iteration 16Q: 3 clusters Score -163498.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -163499.015625 Penalty: 2222.629639
	Iteration 17Q: 3 clusters Score -163499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -163499.015625 Penalty: 2222.629639
	Iteration 18F: 3 clusters Score -163499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (1376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Entering Unmasked Estep 
Score: -138376.890625 Penalty: 1075.368042
	Iteration 0F: 2 clusters Score -138376.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -136864.421875 Penalty: 2150.736084
	Iteration 0F: 3 clusters Score -136864.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -137201.765625 Penalty: 2150.736084
	Iteration 1F: 3 clusters Score -137201.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -137292.593750 Penalty: 2150.736084
	Iteration 2F: 3 clusters Score -137292.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -137352.156250 Penalty: 2150.736084
	Iteration 3Q: 3 clusters Score -137352.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -137384.484375 Penalty: 2150.736084
	Iteration 4Q: 3 clusters Score -137384.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -137405.859375 Penalty: 2150.736084
	Iteration 5Q: 3 clusters Score -137405.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -137419.453125 Penalty: 2150.736084
	Iteration 6Q: 3 clusters Score -137419.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -137432.890625 Penalty: 2150.736084
	Iteration 7Q: 3 clusters Score -137432.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -137445.578125 Penalty: 2150.736084
	Iteration 8Q: 3 clusters Score -137445.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -137455.281250 Penalty: 2150.736084
	Iteration 9Q: 3 clusters Score -137455.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -137461.484375 Penalty: 2150.736084
	Iteration 10Q: 3 clusters Score -137461.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -137463.109375 Penalty: 2150.736084
	Iteration 11Q: 3 clusters Score -137463.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -137463.718750 Penalty: 2150.736084
	Iteration 12Q: 3 clusters Score -137463.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -137466.234375 Penalty: 2150.736084
	Iteration 13Q: 3 clusters Score -137466.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -137466.687500 Penalty: 2150.736084
	Iteration 14Q: 3 clusters Score -137466.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -137467.640625 Penalty: 2150.736084
	Iteration 15Q: 3 clusters Score -137467.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -137467.640625 Penalty: 2150.736084
	Iteration 16F: 3 clusters Score -137467.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (21331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Entering Unmasked Estep 
Score: -2159542.250000 Penalty: 1483.225952
	Iteration 0F: 2 clusters Score -2159542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -2145596.250000 Penalty: 2966.451904
	Iteration 0F: 3 clusters Score -2145596 nChanged 9437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -2150483.250000 Penalty: 2966.451904
	Iteration 1F: 3 clusters Score -2150483 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -2150937.000000 Penalty: 2966.451904
	Iteration 2F: 3 clusters Score -2150937 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -2151408.000000 Penalty: 2966.451904
	Iteration 3Q: 3 clusters Score -2151408 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -2151904.750000 Penalty: 2966.451904
	Iteration 4Q: 3 clusters Score -2151905 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -2152427.500000 Penalty: 2966.451904
	Iteration 5Q: 3 clusters Score -2152428 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -2152962.500000 Penalty: 2966.451904
	Iteration 6Q: 3 clusters Score -2152962 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -2153518.750000 Penalty: 2966.451904
	Iteration 7Q: 3 clusters Score -2153519 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -2154129.750000 Penalty: 2966.451904
	Iteration 8Q: 3 clusters Score -2154130 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -2154714.500000 Penalty: 2966.451904
	Iteration 9Q: 3 clusters Score -2154714 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -2155357.750000 Penalty: 2966.451904
	Iteration 10Q: 3 clusters Score -2155358 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -2156004.500000 Penalty: 2966.451904
	Iteration 11Q: 3 clusters Score -2156004 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -2156496.500000 Penalty: 2966.451904
	Iteration 12Q: 3 clusters Score -2156496 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -2156807.250000 Penalty: 2966.451904
	Iteration 13Q: 3 clusters Score -2156807 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -2157023.250000 Penalty: 2966.451904
	Iteration 14Q: 3 clusters Score -2157023 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -2157195.000000 Penalty: 2966.451904
	Iteration 15Q: 3 clusters Score -2157195 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -2157309.750000 Penalty: 2966.451904
	Iteration 16Q: 3 clusters Score -2157310 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -2157407.250000 Penalty: 2966.451904
	Iteration 17Q: 3 clusters Score -2157407 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -2157486.500000 Penalty: 2966.451904
	Iteration 18Q: 3 clusters Score -2157486 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -2157548.000000 Penalty: 2966.451904
	Iteration 19Q: 3 clusters Score -2157548 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -2157589.750000 Penalty: 2966.451904
	Iteration 20F: 3 clusters Score -2157590 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -2157619.750000 Penalty: 2966.451904
	Iteration 21Q: 3 clusters Score -2157620 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -2157631.250000 Penalty: 2966.451904
	Iteration 22Q: 3 clusters Score -2157631 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -2157641.750000 Penalty: 2966.451904
	Iteration 23Q: 3 clusters Score -2157642 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -2157669.500000 Penalty: 2966.451904
	Iteration 24Q: 3 clusters Score -2157670 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -2157681.500000 Penalty: 2966.451904
	Iteration 25Q: 3 clusters Score -2157682 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -2157699.750000 Penalty: 2966.451904
	Iteration 26Q: 3 clusters Score -2157700 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -2157719.750000 Penalty: 2966.451904
	Iteration 27Q: 3 clusters Score -2157720 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -2157742.250000 Penalty: 2966.451904
	Iteration 28Q: 3 clusters Score -2157742 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -2157753.000000 Penalty: 2966.451904
	Iteration 29Q: 3 clusters Score -2157753 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -2157764.000000 Penalty: 2966.451904
	Iteration 30Q: 3 clusters Score -2157764 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -2157777.750000 Penalty: 2966.451904
	Iteration 31Q: 3 clusters Score -2157778 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -2157792.750000 Penalty: 2966.451904
	Iteration 32Q: 3 clusters Score -2157793 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -2157799.000000 Penalty: 2966.451904
	Iteration 33Q: 3 clusters Score -2157799 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -2157818.750000 Penalty: 2966.451904
	Iteration 34Q: 3 clusters Score -2157819 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -2157831.500000 Penalty: 2966.451904
	Iteration 35Q: 3 clusters Score -2157832 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -2157853.500000 Penalty: 2966.451904
	Iteration 36Q: 3 clusters Score -2157854 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -2157865.500000 Penalty: 2966.451904
	Iteration 37Q: 3 clusters Score -2157866 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -2157866.000000 Penalty: 2966.451904
	Iteration 38Q: 3 clusters Score -2157866 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -2157881.250000 Penalty: 2966.451904
	Iteration 39Q: 3 clusters Score -2157881 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -2157885.000000 Penalty: 2966.451904
	Iteration 40F: 3 clusters Score -2157885 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -2157887.750000 Penalty: 2966.451904
	Iteration 41Q: 3 clusters Score -2157888 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -2157892.750000 Penalty: 2966.451904
	Iteration 42Q: 3 clusters Score -2157893 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -2157900.750000 Penalty: 2966.451904
	Iteration 43Q: 3 clusters Score -2157901 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -2157911.500000 Penalty: 2966.451904
	Iteration 44Q: 3 clusters Score -2157912 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -2157908.750000 Penalty: 2966.451904
	Iteration 45Q: 3 clusters Score -2157909 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -2157913.250000 Penalty: 2966.451904
	Iteration 46Q: 3 clusters Score -2157913 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -2157917.500000 Penalty: 2966.451904
	Iteration 47Q: 3 clusters Score -2157918 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -2157924.500000 Penalty: 2966.451904
	Iteration 48Q: 3 clusters Score -2157924 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -2157938.750000 Penalty: 2966.451904
	Iteration 49Q: 3 clusters Score -2157939 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -2157937.500000 Penalty: 2966.451904
	Iteration 50Q: 3 clusters Score -2157938 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -2157941.250000 Penalty: 2966.451904
	Iteration 51Q: 3 clusters Score -2157941 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -2157953.250000 Penalty: 2966.451904
	Iteration 52Q: 3 clusters Score -2157953 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -2157960.500000 Penalty: 2966.451904
	Iteration 53Q: 3 clusters Score -2157960 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -2157965.250000 Penalty: 2966.451904
	Iteration 54Q: 3 clusters Score -2157965 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -2157975.250000 Penalty: 2966.451904
	Iteration 55Q: 3 clusters Score -2157975 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -2157988.500000 Penalty: 2966.451904
	Iteration 56Q: 3 clusters Score -2157988 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -2157996.750000 Penalty: 2966.451904
	Iteration 57Q: 3 clusters Score -2157997 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -2157997.250000 Penalty: 2966.451904
	Iteration 58Q: 3 clusters Score -2157997 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -2158004.000000 Penalty: 2966.451904
	Iteration 59Q: 3 clusters Score -2158004 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -2158008.750000 Penalty: 2966.451904
	Iteration 60F: 3 clusters Score -2158009 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -2158023.250000 Penalty: 2966.451904
	Iteration 61Q: 3 clusters Score -2158023 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -2158026.250000 Penalty: 2966.451904
	Iteration 62Q: 3 clusters Score -2158026 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -2158036.500000 Penalty: 2966.451904
	Iteration 63Q: 3 clusters Score -2158036 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -2158042.750000 Penalty: 2966.451904
	Iteration 64Q: 3 clusters Score -2158043 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -2158046.250000 Penalty: 2966.451904
	Iteration 65Q: 3 clusters Score -2158046 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -2158057.500000 Penalty: 2966.451904
	Iteration 66Q: 3 clusters Score -2158058 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -2158081.500000 Penalty: 2966.451904
	Iteration 67Q: 3 clusters Score -2158082 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -2158084.250000 Penalty: 2966.451904
	Iteration 68Q: 3 clusters Score -2158084 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -2158102.500000 Penalty: 2966.451904
	Iteration 69Q: 3 clusters Score -2158102 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -2158113.000000 Penalty: 2966.451904
	Iteration 70Q: 3 clusters Score -2158113 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -2158140.500000 Penalty: 2966.451904
	Iteration 71Q: 3 clusters Score -2158140 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -2158162.000000 Penalty: 2966.451904
	Iteration 72Q: 3 clusters Score -2158162 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -2158169.250000 Penalty: 2966.451904
	Iteration 73Q: 3 clusters Score -2158169 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -2158183.250000 Penalty: 2966.451904
	Iteration 74Q: 3 clusters Score -2158183 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -2158191.250000 Penalty: 2966.451904
	Iteration 75Q: 3 clusters Score -2158191 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -2158196.000000 Penalty: 2966.451904
	Iteration 76Q: 3 clusters Score -2158196 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -2158200.250000 Penalty: 2966.451904
	Iteration 77Q: 3 clusters Score -2158200 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -2158204.000000 Penalty: 2966.451904
	Iteration 78Q: 3 clusters Score -2158204 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -2158208.250000 Penalty: 2966.451904
	Iteration 79Q: 3 clusters Score -2158208 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -2158223.750000 Penalty: 2966.451904
	Iteration 80F: 3 clusters Score -2158224 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -2158220.750000 Penalty: 2966.451904
	Iteration 81Q: 3 clusters Score -2158221 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -2158238.000000 Penalty: 2966.451904
	Iteration 82Q: 3 clusters Score -2158238 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -2158244.000000 Penalty: 2966.451904
	Iteration 83Q: 3 clusters Score -2158244 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -2158249.500000 Penalty: 2966.451904
	Iteration 84Q: 3 clusters Score -2158250 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -2158255.750000 Penalty: 2966.451904
	Iteration 85Q: 3 clusters Score -2158256 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -2158272.750000 Penalty: 2966.451904
	Iteration 86Q: 3 clusters Score -2158273 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -2158280.000000 Penalty: 2966.451904
	Iteration 87Q: 3 clusters Score -2158280 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -2158283.500000 Penalty: 2966.451904
	Iteration 88Q: 3 clusters Score -2158284 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -2158293.750000 Penalty: 2966.451904
	Iteration 89Q: 3 clusters Score -2158294 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -2158298.500000 Penalty: 2966.451904
	Iteration 90Q: 3 clusters Score -2158298 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -2158308.250000 Penalty: 2966.451904
	Iteration 91Q: 3 clusters Score -2158308 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -2158312.000000 Penalty: 2966.451904
	Iteration 92Q: 3 clusters Score -2158312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -2158313.000000 Penalty: 2966.451904
	Iteration 93Q: 3 clusters Score -2158313 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -2158320.750000 Penalty: 2966.451904
	Iteration 94Q: 3 clusters Score -2158321 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -2158322.250000 Penalty: 2966.451904
	Iteration 95Q: 3 clusters Score -2158322 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -2158326.000000 Penalty: 2966.451904
	Iteration 96Q: 3 clusters Score -2158326 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -2158338.000000 Penalty: 2966.451904
	Iteration 97Q: 3 clusters Score -2158338 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -2158345.000000 Penalty: 2966.451904
	Iteration 98Q: 3 clusters Score -2158345 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -2158348.500000 Penalty: 2966.451904
	Iteration 99Q: 3 clusters Score -2158348 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -2158354.250000 Penalty: 2966.451904
	Iteration 100F: 3 clusters Score -2158354 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -2158357.000000 Penalty: 2966.451904
	Iteration 101Q: 3 clusters Score -2158357 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -2158368.750000 Penalty: 2966.451904
	Iteration 102Q: 3 clusters Score -2158369 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -2158384.250000 Penalty: 2966.451904
	Iteration 103Q: 3 clusters Score -2158384 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -2158393.500000 Penalty: 2966.451904
	Iteration 104Q: 3 clusters Score -2158394 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -2158402.250000 Penalty: 2966.451904
	Iteration 105Q: 3 clusters Score -2158402 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -2158407.250000 Penalty: 2966.451904
	Iteration 106Q: 3 clusters Score -2158407 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 19532 members 
Entering Unmasked Estep 
Score: -2158415.250000 Penalty: 2966.451904
	Iteration 107Q: 3 clusters Score -2158415 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -2158426.750000 Penalty: 2966.451904
	Iteration 108Q: 3 clusters Score -2158427 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -2158432.250000 Penalty: 2966.451904
	Iteration 109Q: 3 clusters Score -2158432 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -2158439.750000 Penalty: 2966.451904
	Iteration 110Q: 3 clusters Score -2158440 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -2158444.750000 Penalty: 2966.451904
	Iteration 111Q: 3 clusters Score -2158445 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -2158449.250000 Penalty: 2966.451904
	Iteration 112Q: 3 clusters Score -2158449 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -2158454.500000 Penalty: 2966.451904
	Iteration 113Q: 3 clusters Score -2158454 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -2158460.750000 Penalty: 2966.451904
	Iteration 114Q: 3 clusters Score -2158461 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -2158461.000000 Penalty: 2966.451904
	Iteration 115Q: 3 clusters Score -2158461 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -2158476.000000 Penalty: 2966.451904
	Iteration 116Q: 3 clusters Score -2158476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -2158471.500000 Penalty: 2966.451904
	Iteration 117Q: 3 clusters Score -2158472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -2158477.000000 Penalty: 2966.451904
	Iteration 118Q: 3 clusters Score -2158477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -2158472.500000 Penalty: 2966.451904
	Iteration 119Q: 3 clusters Score -2158472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -2158476.000000 Penalty: 2966.451904
	Iteration 120F: 3 clusters Score -2158476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -2158477.750000 Penalty: 2966.451904
	Iteration 121Q: 3 clusters Score -2158478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -2158479.250000 Penalty: 2966.451904
	Iteration 122Q: 3 clusters Score -2158479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -2158481.500000 Penalty: 2966.451904
	Iteration 123Q: 3 clusters Score -2158482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -2158483.500000 Penalty: 2966.451904
	Iteration 124Q: 3 clusters Score -2158484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -2158484.250000 Penalty: 2966.451904
	Iteration 125Q: 3 clusters Score -2158484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -2158481.500000 Penalty: 2966.451904
	Iteration 126Q: 3 clusters Score -2158482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -2158483.500000 Penalty: 2966.451904
	Iteration 127Q: 3 clusters Score -2158484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -2158482.750000 Penalty: 2966.451904
	Iteration 128Q: 3 clusters Score -2158483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -2158483.250000 Penalty: 2966.451904
	Iteration 129Q: 3 clusters Score -2158483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -2158481.250000 Penalty: 2966.451904
	Iteration 130Q: 3 clusters Score -2158481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
Score: -2158483.750000 Penalty: 2966.451904
	Iteration 131Q: 3 clusters Score -2158484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -2158487.250000 Penalty: 2966.451904
	Iteration 132Q: 3 clusters Score -2158487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -2158487.250000 Penalty: 2966.451904
	Iteration 133F: 3 clusters Score -2158487 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Entering Unmasked Estep 
Score: -78916.789062 Penalty: 1022.263977
	Iteration 0F: 2 clusters Score -78916.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -77716.242188 Penalty: 2044.527954
	Iteration 0F: 3 clusters Score -77716.24 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -78001.984375 Penalty: 2044.527954
	Iteration 1F: 3 clusters Score -78001.98 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -78099.062500 Penalty: 2044.527954
	Iteration 2F: 3 clusters Score -78099.06 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -78142.695312 Penalty: 2044.527954
	Iteration 3Q: 3 clusters Score -78142.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -78177.906250 Penalty: 2044.527954
	Iteration 4Q: 3 clusters Score -78177.91 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -78214.507812 Penalty: 2044.527954
	Iteration 5Q: 3 clusters Score -78214.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -78236.210938 Penalty: 2044.527954
	Iteration 6Q: 3 clusters Score -78236.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -78246.992188 Penalty: 2044.527954
	Iteration 7Q: 3 clusters Score -78246.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -78258.617188 Penalty: 2044.527954
	Iteration 8Q: 3 clusters Score -78258.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -78271.960938 Penalty: 2044.527954
	Iteration 9Q: 3 clusters Score -78271.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -78280.554688 Penalty: 2044.527954
	Iteration 10Q: 3 clusters Score -78280.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -78287.804688 Penalty: 2044.527954
	Iteration 11Q: 3 clusters Score -78287.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -78291.820312 Penalty: 2044.527954
	Iteration 12Q: 3 clusters Score -78291.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -78292.562500 Penalty: 2044.527954
	Iteration 13Q: 3 clusters Score -78292.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -78292.562500 Penalty: 2044.527954
	Iteration 14F: 3 clusters Score -78292.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61543 members 
Mstep: Class 2 contains 10436 members 
Mstep: Class 3 contains 6979 members 
Mstep: Class 4 contains 48065 members 
Mstep: Class 5 contains 8334 members 
Mstep: Class 6 contains 11572 members 
Mstep: Class 7 contains 56134 members 
Mstep: Class 8 contains 10557 members 
Mstep: Class 9 contains 11016 members 
Mstep: Class 10 contains 11442 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7473 members 
Mstep: Class 13 contains 18918 members 
Mstep: Class 14 contains 37763 members 
Mstep: Class 15 contains 16480 members 
Mstep: Class 16 contains 22559 members 
Mstep: Class 17 contains 28488 members 
Mstep: Class 18 contains 19711 members 
Mstep: Class 19 contains 1506 members 
Mstep: Class 20 contains 198704 members 
Mstep: Class 21 contains 12295 members 
Mstep: Class 22 contains 1777 members 
Mstep: Class 23 contains 6245 members 
Mstep: Class 24 contains 2152 members 
Mstep: Class 25 contains 36554 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14803 members 
Mstep: Class 28 contains 19797 members 
Mstep: Class 29 contains 37495 members 
Mstep: Class 30 contains 10778 members 
Mstep: Class 31 contains 9166 members 
Mstep: Class 32 contains 992 members 
Mstep: Class 33 contains 8002 members 
Mstep: Class 34 contains 4033 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1596 members 
Mstep: Class 37 contains 4267 members 
Mstep: Class 38 contains 3409 members 
Mstep: Class 39 contains 33937 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2518 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1944 members 
Mstep: Class 46 contains 1308 members 
Mstep: Class 47 contains 11629 members 
Mstep: Class 48 contains 1752 members 
Mstep: Class 49 contains 1376 members 
Mstep: Class 50 contains 21331 members 
Mstep: Class 51 contains 963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131608.000000 Penalty: 106082.015625
Iteration 299F: 53 clusters Score -8.813161e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61554 members 
Mstep: Class 2 contains 10436 members 
Mstep: Class 3 contains 6979 members 
Mstep: Class 4 contains 48051 members 
Mstep: Class 5 contains 8334 members 
Mstep: Class 6 contains 11531 members 
Mstep: Class 7 contains 56127 members 
Mstep: Class 8 contains 10557 members 
Mstep: Class 9 contains 11016 members 
Mstep: Class 10 contains 11442 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7474 members 
Mstep: Class 13 contains 18909 members 
Mstep: Class 14 contains 37753 members 
Mstep: Class 15 contains 16480 members 
Mstep: Class 16 contains 22481 members 
Mstep: Class 17 contains 28436 members 
Mstep: Class 18 contains 19719 members 
Mstep: Class 19 contains 1506 members 
Mstep: Class 20 contains 198647 members 
Mstep: Class 21 contains 12282 members 
Mstep: Class 22 contains 1777 members 
Mstep: Class 23 contains 6246 members 
Mstep: Class 24 contains 2152 members 
Mstep: Class 25 contains 36560 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14814 members 
Mstep: Class 28 contains 19792 members 
Mstep: Class 29 contains 37486 members 
Mstep: Class 30 contains 10778 members 
Mstep: Class 31 contains 9170 members 
Mstep: Class 32 contains 992 members 
Mstep: Class 33 contains 8002 members 
Mstep: Class 34 contains 4034 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1596 members 
Mstep: Class 37 contains 4267 members 
Mstep: Class 38 contains 3409 members 
Mstep: Class 39 contains 33966 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2518 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1944 members 
Mstep: Class 46 contains 1295 members 
Mstep: Class 47 contains 11620 members 
Mstep: Class 48 contains 1752 members 
Mstep: Class 49 contains 1376 members 
Mstep: Class 50 contains 21265 members 
Mstep: Class 51 contains 963 members 
Mstep: Class 52 contains 3705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131640.000000 Penalty: 106082.015625
Iteration 300F: 53 clusters Score -8.813164e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61570 members 
Mstep: Class 2 contains 10436 members 
Mstep: Class 3 contains 6979 members 
Mstep: Class 4 contains 48036 members 
Mstep: Class 5 contains 8335 members 
Mstep: Class 6 contains 11473 members 
Mstep: Class 7 contains 56116 members 
Mstep: Class 8 contains 10556 members 
Mstep: Class 9 contains 11016 members 
Mstep: Class 10 contains 11442 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7477 members 
Mstep: Class 13 contains 18905 members 
Mstep: Class 14 contains 37746 members 
Mstep: Class 15 contains 16480 members 
Mstep: Class 16 contains 22439 members 
Mstep: Class 17 contains 28386 members 
Mstep: Class 18 contains 19718 members 
Mstep: Class 19 contains 1506 members 
Mstep: Class 20 contains 198713 members 
Mstep: Class 21 contains 12267 members 
Mstep: Class 22 contains 1778 members 
Mstep: Class 23 contains 6246 members 
Mstep: Class 24 contains 2153 members 
Mstep: Class 25 contains 36562 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14824 members 
Mstep: Class 28 contains 19781 members 
Mstep: Class 29 contains 37483 members 
Mstep: Class 30 contains 10778 members 
Mstep: Class 31 contains 9174 members 
Mstep: Class 32 contains 992 members 
Mstep: Class 33 contains 8002 members 
Mstep: Class 34 contains 4037 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1596 members 
Mstep: Class 37 contains 4270 members 
Mstep: Class 38 contains 3409 members 
Mstep: Class 39 contains 33987 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2520 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1944 members 
Mstep: Class 46 contains 1292 members 
Mstep: Class 47 contains 11622 members 
Mstep: Class 48 contains 1752 members 
Mstep: Class 49 contains 1376 members 
Mstep: Class 50 contains 21209 members 
Mstep: Class 51 contains 963 members 
Mstep: Class 52 contains 3847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131848.000000 Penalty: 106082.015625
Iteration 301Q: 53 clusters Score -8.813185e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61573 members 
Mstep: Class 2 contains 10437 members 
Mstep: Class 3 contains 6979 members 
Mstep: Class 4 contains 48024 members 
Mstep: Class 5 contains 8336 members 
Mstep: Class 6 contains 11437 members 
Mstep: Class 7 contains 56097 members 
Mstep: Class 8 contains 10555 members 
Mstep: Class 9 contains 11016 members 
Mstep: Class 10 contains 11442 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7479 members 
Mstep: Class 13 contains 18904 members 
Mstep: Class 14 contains 37743 members 
Mstep: Class 15 contains 16481 members 
Mstep: Class 16 contains 22414 members 
Mstep: Class 17 contains 28352 members 
Mstep: Class 18 contains 19721 members 
Mstep: Class 19 contains 1506 members 
Mstep: Class 20 contains 198762 members 
Mstep: Class 21 contains 12260 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 6245 members 
Mstep: Class 24 contains 2153 members 
Mstep: Class 25 contains 36564 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14832 members 
Mstep: Class 28 contains 19769 members 
Mstep: Class 29 contains 37481 members 
Mstep: Class 30 contains 10779 members 
Mstep: Class 31 contains 9177 members 
Mstep: Class 32 contains 992 members 
Mstep: Class 33 contains 8000 members 
Mstep: Class 34 contains 4038 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1596 members 
Mstep: Class 37 contains 4272 members 
Mstep: Class 38 contains 3409 members 
Mstep: Class 39 contains 33995 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2520 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1944 members 
Mstep: Class 46 contains 1291 members 
Mstep: Class 47 contains 11624 members 
Mstep: Class 48 contains 1751 members 
Mstep: Class 49 contains 1377 members 
Mstep: Class 50 contains 21157 members 
Mstep: Class 51 contains 964 members 
Mstep: Class 52 contains 3965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131672.000000 Penalty: 106082.015625
Iteration 302Q: 53 clusters Score -8.813167e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61583 members 
Mstep: Class 2 contains 10438 members 
Mstep: Class 3 contains 6979 members 
Mstep: Class 4 contains 48010 members 
Mstep: Class 5 contains 8338 members 
Mstep: Class 6 contains 11409 members 
Mstep: Class 7 contains 56083 members 
Mstep: Class 8 contains 10555 members 
Mstep: Class 9 contains 11015 members 
Mstep: Class 10 contains 11442 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7480 members 
Mstep: Class 13 contains 18901 members 
Mstep: Class 14 contains 37742 members 
Mstep: Class 15 contains 16481 members 
Mstep: Class 16 contains 22385 members 
Mstep: Class 17 contains 28326 members 
Mstep: Class 18 contains 19723 members 
Mstep: Class 19 contains 1507 members 
Mstep: Class 20 contains 198774 members 
Mstep: Class 21 contains 12253 members 
Mstep: Class 22 contains 1781 members 
Mstep: Class 23 contains 6242 members 
Mstep: Class 24 contains 2153 members 
Mstep: Class 25 contains 36567 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14836 members 
Mstep: Class 28 contains 19778 members 
Mstep: Class 29 contains 37478 members 
Mstep: Class 30 contains 10779 members 
Mstep: Class 31 contains 9176 members 
Mstep: Class 32 contains 992 members 
Mstep: Class 33 contains 7998 members 
Mstep: Class 34 contains 4037 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1598 members 
Mstep: Class 37 contains 4274 members 
Mstep: Class 38 contains 3409 members 
Mstep: Class 39 contains 34004 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2520 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1946 members 
Mstep: Class 46 contains 1290 members 
Mstep: Class 47 contains 11622 members 
Mstep: Class 48 contains 1749 members 
Mstep: Class 49 contains 1377 members 
Mstep: Class 50 contains 21132 members 
Mstep: Class 51 contains 964 members 
Mstep: Class 52 contains 4067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131776.000000 Penalty: 106082.015625
Iteration 303Q: 53 clusters Score -8.813178e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61584 members 
Mstep: Class 2 contains 10438 members 
Mstep: Class 3 contains 6979 members 
Mstep: Class 4 contains 48004 members 
Mstep: Class 5 contains 8335 members 
Mstep: Class 6 contains 11391 members 
Mstep: Class 7 contains 56079 members 
Mstep: Class 8 contains 10555 members 
Mstep: Class 9 contains 11015 members 
Mstep: Class 10 contains 11442 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7481 members 
Mstep: Class 13 contains 18899 members 
Mstep: Class 14 contains 37741 members 
Mstep: Class 15 contains 16481 members 
Mstep: Class 16 contains 22366 members 
Mstep: Class 17 contains 28300 members 
Mstep: Class 18 contains 19728 members 
Mstep: Class 19 contains 1508 members 
Mstep: Class 20 contains 198777 members 
Mstep: Class 21 contains 12249 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 6242 members 
Mstep: Class 24 contains 2153 members 
Mstep: Class 25 contains 36569 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14839 members 
Mstep: Class 28 contains 19779 members 
Mstep: Class 29 contains 37477 members 
Mstep: Class 30 contains 10779 members 
Mstep: Class 31 contains 9174 members 
Mstep: Class 32 contains 992 members 
Mstep: Class 33 contains 7998 members 
Mstep: Class 34 contains 4037 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1600 members 
Mstep: Class 37 contains 4274 members 
Mstep: Class 38 contains 3408 members 
Mstep: Class 39 contains 34013 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2521 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1946 members 
Mstep: Class 46 contains 1289 members 
Mstep: Class 47 contains 11625 members 
Mstep: Class 48 contains 1749 members 
Mstep: Class 49 contains 1378 members 
Mstep: Class 50 contains 21107 members 
Mstep: Class 51 contains 964 members 
Mstep: Class 52 contains 4148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131792.000000 Penalty: 106082.015625
Iteration 304Q: 53 clusters Score -8.813179e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61587 members 
Mstep: Class 2 contains 10437 members 
Mstep: Class 3 contains 6979 members 
Mstep: Class 4 contains 47999 members 
Mstep: Class 5 contains 8334 members 
Mstep: Class 6 contains 11371 members 
Mstep: Class 7 contains 56080 members 
Mstep: Class 8 contains 10554 members 
Mstep: Class 9 contains 11015 members 
Mstep: Class 10 contains 11442 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7482 members 
Mstep: Class 13 contains 18897 members 
Mstep: Class 14 contains 37743 members 
Mstep: Class 15 contains 16481 members 
Mstep: Class 16 contains 22346 members 
Mstep: Class 17 contains 28281 members 
Mstep: Class 18 contains 19727 members 
Mstep: Class 19 contains 1509 members 
Mstep: Class 20 contains 198778 members 
Mstep: Class 21 contains 12243 members 
Mstep: Class 22 contains 1781 members 
Mstep: Class 23 contains 6242 members 
Mstep: Class 24 contains 2153 members 
Mstep: Class 25 contains 36568 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14839 members 
Mstep: Class 28 contains 19783 members 
Mstep: Class 29 contains 37477 members 
Mstep: Class 30 contains 10779 members 
Mstep: Class 31 contains 9175 members 
Mstep: Class 32 contains 992 members 
Mstep: Class 33 contains 7998 members 
Mstep: Class 34 contains 4037 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1602 members 
Mstep: Class 37 contains 4275 members 
Mstep: Class 38 contains 3407 members 
Mstep: Class 39 contains 34018 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2521 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1946 members 
Mstep: Class 46 contains 1289 members 
Mstep: Class 47 contains 11627 members 
Mstep: Class 48 contains 1748 members 
Mstep: Class 49 contains 1378 members 
Mstep: Class 50 contains 21082 members 
Mstep: Class 51 contains 963 members 
Mstep: Class 52 contains 4228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131848.000000 Penalty: 106082.015625
Iteration 305Q: 53 clusters Score -8.813185e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61590 members 
Mstep: Class 2 contains 10438 members 
Mstep: Class 3 contains 6979 members 
Mstep: Class 4 contains 47994 members 
Mstep: Class 5 contains 8332 members 
Mstep: Class 6 contains 11356 members 
Mstep: Class 7 contains 56079 members 
Mstep: Class 8 contains 10554 members 
Mstep: Class 9 contains 11015 members 
Mstep: Class 10 contains 11442 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7482 members 
Mstep: Class 13 contains 18893 members 
Mstep: Class 14 contains 37745 members 
Mstep: Class 15 contains 16481 members 
Mstep: Class 16 contains 22324 members 
Mstep: Class 17 contains 28268 members 
Mstep: Class 18 contains 19727 members 
Mstep: Class 19 contains 1509 members 
Mstep: Class 20 contains 198791 members 
Mstep: Class 21 contains 12237 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 6243 members 
Mstep: Class 24 contains 2153 members 
Mstep: Class 25 contains 36568 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14835 members 
Mstep: Class 28 contains 19779 members 
Mstep: Class 29 contains 37479 members 
Mstep: Class 30 contains 10779 members 
Mstep: Class 31 contains 9177 members 
Mstep: Class 32 contains 991 members 
Mstep: Class 33 contains 7998 members 
Mstep: Class 34 contains 4037 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1604 members 
Mstep: Class 37 contains 4276 members 
Mstep: Class 38 contains 3407 members 
Mstep: Class 39 contains 34022 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2521 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1946 members 
Mstep: Class 46 contains 1289 members 
Mstep: Class 47 contains 11632 members 
Mstep: Class 48 contains 1749 members 
Mstep: Class 49 contains 1378 members 
Mstep: Class 50 contains 21055 members 
Mstep: Class 51 contains 964 members 
Mstep: Class 52 contains 4295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131792.000000 Penalty: 106082.015625
Iteration 306Q: 53 clusters Score -8.813179e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61586 members 
Mstep: Class 2 contains 10438 members 
Mstep: Class 3 contains 6980 members 
Mstep: Class 4 contains 47993 members 
Mstep: Class 5 contains 8327 members 
Mstep: Class 6 contains 11335 members 
Mstep: Class 7 contains 56073 members 
Mstep: Class 8 contains 10554 members 
Mstep: Class 9 contains 11015 members 
Mstep: Class 10 contains 11442 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7482 members 
Mstep: Class 13 contains 18893 members 
Mstep: Class 14 contains 37747 members 
Mstep: Class 15 contains 16481 members 
Mstep: Class 16 contains 22306 members 
Mstep: Class 17 contains 28266 members 
Mstep: Class 18 contains 19729 members 
Mstep: Class 19 contains 1509 members 
Mstep: Class 20 contains 198798 members 
Mstep: Class 21 contains 12235 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 6247 members 
Mstep: Class 24 contains 2155 members 
Mstep: Class 25 contains 36568 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14835 members 
Mstep: Class 28 contains 19772 members 
Mstep: Class 29 contains 37479 members 
Mstep: Class 30 contains 10779 members 
Mstep: Class 31 contains 9179 members 
Mstep: Class 32 contains 989 members 
Mstep: Class 33 contains 7998 members 
Mstep: Class 34 contains 4036 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1604 members 
Mstep: Class 37 contains 4276 members 
Mstep: Class 38 contains 3407 members 
Mstep: Class 39 contains 34022 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2521 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1948 members 
Mstep: Class 46 contains 1287 members 
Mstep: Class 47 contains 11639 members 
Mstep: Class 48 contains 1753 members 
Mstep: Class 49 contains 1378 members 
Mstep: Class 50 contains 21031 members 
Mstep: Class 51 contains 964 members 
Mstep: Class 52 contains 4357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131864.000000 Penalty: 106082.015625
Iteration 307Q: 53 clusters Score -8.813186e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61586 members 
Mstep: Class 2 contains 10438 members 
Mstep: Class 3 contains 6980 members 
Mstep: Class 4 contains 47993 members 
Mstep: Class 5 contains 8322 members 
Mstep: Class 6 contains 11321 members 
Mstep: Class 7 contains 56069 members 
Mstep: Class 8 contains 10553 members 
Mstep: Class 9 contains 11015 members 
Mstep: Class 10 contains 11442 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7482 members 
Mstep: Class 13 contains 18893 members 
Mstep: Class 14 contains 37748 members 
Mstep: Class 15 contains 16481 members 
Mstep: Class 16 contains 22290 members 
Mstep: Class 17 contains 28260 members 
Mstep: Class 18 contains 19730 members 
Mstep: Class 19 contains 1509 members 
Mstep: Class 20 contains 198785 members 
Mstep: Class 21 contains 12234 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 6250 members 
Mstep: Class 24 contains 2157 members 
Mstep: Class 25 contains 36571 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14835 members 
Mstep: Class 28 contains 19768 members 
Mstep: Class 29 contains 37480 members 
Mstep: Class 30 contains 10778 members 
Mstep: Class 31 contains 9178 members 
Mstep: Class 32 contains 988 members 
Mstep: Class 33 contains 7998 members 
Mstep: Class 34 contains 4036 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1604 members 
Mstep: Class 37 contains 4276 members 
Mstep: Class 38 contains 3407 members 
Mstep: Class 39 contains 34027 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2520 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1950 members 
Mstep: Class 46 contains 1287 members 
Mstep: Class 47 contains 11641 members 
Mstep: Class 48 contains 1758 members 
Mstep: Class 49 contains 1378 members 
Mstep: Class 50 contains 21019 members 
Mstep: Class 51 contains 964 members 
Mstep: Class 52 contains 4412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131880.000000 Penalty: 106082.015625
Iteration 308Q: 53 clusters Score -8.813188e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61590 members 
Mstep: Class 2 contains 10439 members 
Mstep: Class 3 contains 6980 members 
Mstep: Class 4 contains 47994 members 
Mstep: Class 5 contains 8322 members 
Mstep: Class 6 contains 11313 members 
Mstep: Class 7 contains 56064 members 
Mstep: Class 8 contains 10553 members 
Mstep: Class 9 contains 11015 members 
Mstep: Class 10 contains 11442 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7482 members 
Mstep: Class 13 contains 18894 members 
Mstep: Class 14 contains 37747 members 
Mstep: Class 15 contains 16481 members 
Mstep: Class 16 contains 22272 members 
Mstep: Class 17 contains 28255 members 
Mstep: Class 18 contains 19730 members 
Mstep: Class 19 contains 1509 members 
Mstep: Class 20 contains 198781 members 
Mstep: Class 21 contains 12229 members 
Mstep: Class 22 contains 1779 members 
Mstep: Class 23 contains 6253 members 
Mstep: Class 24 contains 2157 members 
Mstep: Class 25 contains 36568 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14835 members 
Mstep: Class 28 contains 19766 members 
Mstep: Class 29 contains 37480 members 
Mstep: Class 30 contains 10778 members 
Mstep: Class 31 contains 9178 members 
Mstep: Class 32 contains 988 members 
Mstep: Class 33 contains 7998 members 
Mstep: Class 34 contains 4036 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1605 members 
Mstep: Class 37 contains 4276 members 
Mstep: Class 38 contains 3408 members 
Mstep: Class 39 contains 34031 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2519 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1949 members 
Mstep: Class 46 contains 1287 members 
Mstep: Class 47 contains 11642 members 
Mstep: Class 48 contains 1758 members 
Mstep: Class 49 contains 1378 members 
Mstep: Class 50 contains 21011 members 
Mstep: Class 51 contains 965 members 
Mstep: Class 52 contains 4456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131960.000000 Penalty: 106082.015625
Iteration 309Q: 53 clusters Score -8.813196e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61588 members 
Mstep: Class 2 contains 10441 members 
Mstep: Class 3 contains 6980 members 
Mstep: Class 4 contains 47993 members 
Mstep: Class 5 contains 8321 members 
Mstep: Class 6 contains 11318 members 
Mstep: Class 7 contains 56061 members 
Mstep: Class 8 contains 10553 members 
Mstep: Class 9 contains 11015 members 
Mstep: Class 10 contains 11442 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7481 members 
Mstep: Class 13 contains 18894 members 
Mstep: Class 14 contains 37747 members 
Mstep: Class 15 contains 16481 members 
Mstep: Class 16 contains 22259 members 
Mstep: Class 17 contains 28254 members 
Mstep: Class 18 contains 19730 members 
Mstep: Class 19 contains 1510 members 
Mstep: Class 20 contains 198783 members 
Mstep: Class 21 contains 12221 members 
Mstep: Class 22 contains 1778 members 
Mstep: Class 23 contains 6253 members 
Mstep: Class 24 contains 2157 members 
Mstep: Class 25 contains 36568 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14834 members 
Mstep: Class 28 contains 19766 members 
Mstep: Class 29 contains 37480 members 
Mstep: Class 30 contains 10778 members 
Mstep: Class 31 contains 9179 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 7998 members 
Mstep: Class 34 contains 4036 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1605 members 
Mstep: Class 37 contains 4276 members 
Mstep: Class 38 contains 3410 members 
Mstep: Class 39 contains 34033 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2519 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1950 members 
Mstep: Class 46 contains 1287 members 
Mstep: Class 47 contains 11642 members 
Mstep: Class 48 contains 1760 members 
Mstep: Class 49 contains 1378 members 
Mstep: Class 50 contains 21004 members 
Mstep: Class 51 contains 965 members 
Mstep: Class 52 contains 4478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88132064.000000 Penalty: 106082.015625
Iteration 310Q: 53 clusters Score -8.813206e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61589 members 
Mstep: Class 2 contains 10443 members 
Mstep: Class 3 contains 6980 members 
Mstep: Class 4 contains 47990 members 
Mstep: Class 5 contains 8317 members 
Mstep: Class 6 contains 11324 members 
Mstep: Class 7 contains 56058 members 
Mstep: Class 8 contains 10553 members 
Mstep: Class 9 contains 11015 members 
Mstep: Class 10 contains 11442 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7481 members 
Mstep: Class 13 contains 18895 members 
Mstep: Class 14 contains 37747 members 
Mstep: Class 15 contains 16481 members 
Mstep: Class 16 contains 22246 members 
Mstep: Class 17 contains 28255 members 
Mstep: Class 18 contains 19730 members 
Mstep: Class 19 contains 1511 members 
Mstep: Class 20 contains 198780 members 
Mstep: Class 21 contains 12214 members 
Mstep: Class 22 contains 1777 members 
Mstep: Class 23 contains 6253 members 
Mstep: Class 24 contains 2157 members 
Mstep: Class 25 contains 36569 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14834 members 
Mstep: Class 28 contains 19764 members 
Mstep: Class 29 contains 37479 members 
Mstep: Class 30 contains 10778 members 
Mstep: Class 31 contains 9178 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 7998 members 
Mstep: Class 34 contains 4036 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1605 members 
Mstep: Class 37 contains 4276 members 
Mstep: Class 38 contains 3412 members 
Mstep: Class 39 contains 34034 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2519 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1951 members 
Mstep: Class 46 contains 1287 members 
Mstep: Class 47 contains 11644 members 
Mstep: Class 48 contains 1763 members 
Mstep: Class 49 contains 1378 members 
Mstep: Class 50 contains 20993 members 
Mstep: Class 51 contains 965 members 
Mstep: Class 52 contains 4505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131984.000000 Penalty: 106082.015625
Iteration 311Q: 53 clusters Score -8.813198e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61587 members 
Mstep: Class 2 contains 10444 members 
Mstep: Class 3 contains 6980 members 
Mstep: Class 4 contains 47986 members 
Mstep: Class 5 contains 8314 members 
Mstep: Class 6 contains 11325 members 
Mstep: Class 7 contains 56054 members 
Mstep: Class 8 contains 10553 members 
Mstep: Class 9 contains 11015 members 
Mstep: Class 10 contains 11442 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7481 members 
Mstep: Class 13 contains 18896 members 
Mstep: Class 14 contains 37747 members 
Mstep: Class 15 contains 16481 members 
Mstep: Class 16 contains 22236 members 
Mstep: Class 17 contains 28252 members 
Mstep: Class 18 contains 19730 members 
Mstep: Class 19 contains 1511 members 
Mstep: Class 20 contains 198779 members 
Mstep: Class 21 contains 12209 members 
Mstep: Class 22 contains 1776 members 
Mstep: Class 23 contains 6253 members 
Mstep: Class 24 contains 2157 members 
Mstep: Class 25 contains 36570 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14834 members 
Mstep: Class 28 contains 19765 members 
Mstep: Class 29 contains 37479 members 
Mstep: Class 30 contains 10777 members 
Mstep: Class 31 contains 9178 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 7998 members 
Mstep: Class 34 contains 4036 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1605 members 
Mstep: Class 37 contains 4276 members 
Mstep: Class 38 contains 3413 members 
Mstep: Class 39 contains 34036 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2520 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1952 members 
Mstep: Class 46 contains 1287 members 
Mstep: Class 47 contains 11645 members 
Mstep: Class 48 contains 1767 members 
Mstep: Class 49 contains 1378 members 
Mstep: Class 50 contains 20985 members 
Mstep: Class 51 contains 965 members 
Mstep: Class 52 contains 4532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131800.000000 Penalty: 106082.015625
Iteration 312Q: 53 clusters Score -8.81318e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61586 members 
Mstep: Class 2 contains 10444 members 
Mstep: Class 3 contains 6980 members 
Mstep: Class 4 contains 47985 members 
Mstep: Class 5 contains 8314 members 
Mstep: Class 6 contains 11326 members 
Mstep: Class 7 contains 56048 members 
Mstep: Class 8 contains 10553 members 
Mstep: Class 9 contains 11015 members 
Mstep: Class 10 contains 11442 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7481 members 
Mstep: Class 13 contains 18896 members 
Mstep: Class 14 contains 37746 members 
Mstep: Class 15 contains 16481 members 
Mstep: Class 16 contains 22228 members 
Mstep: Class 17 contains 28249 members 
Mstep: Class 18 contains 19730 members 
Mstep: Class 19 contains 1511 members 
Mstep: Class 20 contains 198781 members 
Mstep: Class 21 contains 12204 members 
Mstep: Class 22 contains 1776 members 
Mstep: Class 23 contains 6253 members 
Mstep: Class 24 contains 2157 members 
Mstep: Class 25 contains 36572 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14834 members 
Mstep: Class 28 contains 19766 members 
Mstep: Class 29 contains 37481 members 
Mstep: Class 30 contains 10778 members 
Mstep: Class 31 contains 9176 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 7998 members 
Mstep: Class 34 contains 4036 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1605 members 
Mstep: Class 37 contains 4276 members 
Mstep: Class 38 contains 3414 members 
Mstep: Class 39 contains 34039 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2520 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1950 members 
Mstep: Class 46 contains 1287 members 
Mstep: Class 47 contains 11647 members 
Mstep: Class 48 contains 1768 members 
Mstep: Class 49 contains 1378 members 
Mstep: Class 50 contains 20980 members 
Mstep: Class 51 contains 965 members 
Mstep: Class 52 contains 4550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131848.000000 Penalty: 106082.015625
Iteration 313Q: 53 clusters Score -8.813185e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61585 members 
Mstep: Class 2 contains 10443 members 
Mstep: Class 3 contains 6980 members 
Mstep: Class 4 contains 47984 members 
Mstep: Class 5 contains 8314 members 
Mstep: Class 6 contains 11325 members 
Mstep: Class 7 contains 56039 members 
Mstep: Class 8 contains 10553 members 
Mstep: Class 9 contains 11015 members 
Mstep: Class 10 contains 11442 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7481 members 
Mstep: Class 13 contains 18897 members 
Mstep: Class 14 contains 37745 members 
Mstep: Class 15 contains 16481 members 
Mstep: Class 16 contains 22223 members 
Mstep: Class 17 contains 28247 members 
Mstep: Class 18 contains 19730 members 
Mstep: Class 19 contains 1511 members 
Mstep: Class 20 contains 198782 members 
Mstep: Class 21 contains 12201 members 
Mstep: Class 22 contains 1776 members 
Mstep: Class 23 contains 6254 members 
Mstep: Class 24 contains 2157 members 
Mstep: Class 25 contains 36572 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14834 members 
Mstep: Class 28 contains 19764 members 
Mstep: Class 29 contains 37483 members 
Mstep: Class 30 contains 10781 members 
Mstep: Class 31 contains 9176 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 7998 members 
Mstep: Class 34 contains 4036 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1605 members 
Mstep: Class 37 contains 4277 members 
Mstep: Class 38 contains 3414 members 
Mstep: Class 39 contains 34043 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2520 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1948 members 
Mstep: Class 46 contains 1287 members 
Mstep: Class 47 contains 11649 members 
Mstep: Class 48 contains 1768 members 
Mstep: Class 49 contains 1377 members 
Mstep: Class 50 contains 20976 members 
Mstep: Class 51 contains 965 members 
Mstep: Class 52 contains 4568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131784.000000 Penalty: 106082.015625
Iteration 314Q: 53 clusters Score -8.813178e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61583 members 
Mstep: Class 2 contains 10443 members 
Mstep: Class 3 contains 6980 members 
Mstep: Class 4 contains 47983 members 
Mstep: Class 5 contains 8314 members 
Mstep: Class 6 contains 11322 members 
Mstep: Class 7 contains 56035 members 
Mstep: Class 8 contains 10553 members 
Mstep: Class 9 contains 11015 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7480 members 
Mstep: Class 13 contains 18898 members 
Mstep: Class 14 contains 37746 members 
Mstep: Class 15 contains 16481 members 
Mstep: Class 16 contains 22219 members 
Mstep: Class 17 contains 28243 members 
Mstep: Class 18 contains 19731 members 
Mstep: Class 19 contains 1512 members 
Mstep: Class 20 contains 198790 members 
Mstep: Class 21 contains 12196 members 
Mstep: Class 22 contains 1776 members 
Mstep: Class 23 contains 6254 members 
Mstep: Class 24 contains 2157 members 
Mstep: Class 25 contains 36573 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14834 members 
Mstep: Class 28 contains 19763 members 
Mstep: Class 29 contains 37485 members 
Mstep: Class 30 contains 10782 members 
Mstep: Class 31 contains 9176 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 7998 members 
Mstep: Class 34 contains 4036 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1605 members 
Mstep: Class 37 contains 4277 members 
Mstep: Class 38 contains 3414 members 
Mstep: Class 39 contains 34043 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2520 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1947 members 
Mstep: Class 46 contains 1287 members 
Mstep: Class 47 contains 11650 members 
Mstep: Class 48 contains 1768 members 
Mstep: Class 49 contains 1378 members 
Mstep: Class 50 contains 20976 members 
Mstep: Class 51 contains 965 members 
Mstep: Class 52 contains 4577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131760.000000 Penalty: 106082.015625
Iteration 315Q: 53 clusters Score -8.813176e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61583 members 
Mstep: Class 2 contains 10443 members 
Mstep: Class 3 contains 6980 members 
Mstep: Class 4 contains 47982 members 
Mstep: Class 5 contains 8314 members 
Mstep: Class 6 contains 11326 members 
Mstep: Class 7 contains 56031 members 
Mstep: Class 8 contains 10553 members 
Mstep: Class 9 contains 11015 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7481 members 
Mstep: Class 13 contains 18898 members 
Mstep: Class 14 contains 37746 members 
Mstep: Class 15 contains 16480 members 
Mstep: Class 16 contains 22209 members 
Mstep: Class 17 contains 28243 members 
Mstep: Class 18 contains 19731 members 
Mstep: Class 19 contains 1514 members 
Mstep: Class 20 contains 198786 members 
Mstep: Class 21 contains 12196 members 
Mstep: Class 22 contains 1776 members 
Mstep: Class 23 contains 6254 members 
Mstep: Class 24 contains 2158 members 
Mstep: Class 25 contains 36574 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14834 members 
Mstep: Class 28 contains 19761 members 
Mstep: Class 29 contains 37486 members 
Mstep: Class 30 contains 10782 members 
Mstep: Class 31 contains 9176 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 7998 members 
Mstep: Class 34 contains 4036 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1605 members 
Mstep: Class 37 contains 4277 members 
Mstep: Class 38 contains 3414 members 
Mstep: Class 39 contains 34045 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2520 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1947 members 
Mstep: Class 46 contains 1287 members 
Mstep: Class 47 contains 11651 members 
Mstep: Class 48 contains 1768 members 
Mstep: Class 49 contains 1378 members 
Mstep: Class 50 contains 20976 members 
Mstep: Class 51 contains 965 members 
Mstep: Class 52 contains 4586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131728.000000 Penalty: 106082.015625
Iteration 316Q: 53 clusters Score -8.813173e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61584 members 
Mstep: Class 2 contains 10443 members 
Mstep: Class 3 contains 6980 members 
Mstep: Class 4 contains 47979 members 
Mstep: Class 5 contains 8314 members 
Mstep: Class 6 contains 11332 members 
Mstep: Class 7 contains 56029 members 
Mstep: Class 8 contains 10552 members 
Mstep: Class 9 contains 11015 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7481 members 
Mstep: Class 13 contains 18898 members 
Mstep: Class 14 contains 37746 members 
Mstep: Class 15 contains 16479 members 
Mstep: Class 16 contains 22204 members 
Mstep: Class 17 contains 28240 members 
Mstep: Class 18 contains 19731 members 
Mstep: Class 19 contains 1516 members 
Mstep: Class 20 contains 198786 members 
Mstep: Class 21 contains 12193 members 
Mstep: Class 22 contains 1776 members 
Mstep: Class 23 contains 6254 members 
Mstep: Class 24 contains 2159 members 
Mstep: Class 25 contains 36575 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14834 members 
Mstep: Class 28 contains 19762 members 
Mstep: Class 29 contains 37486 members 
Mstep: Class 30 contains 10783 members 
Mstep: Class 31 contains 9177 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 7998 members 
Mstep: Class 34 contains 4036 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1605 members 
Mstep: Class 37 contains 4277 members 
Mstep: Class 38 contains 3414 members 
Mstep: Class 39 contains 34045 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2519 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1947 members 
Mstep: Class 46 contains 1287 members 
Mstep: Class 47 contains 11652 members 
Mstep: Class 48 contains 1768 members 
Mstep: Class 49 contains 1378 members 
Mstep: Class 50 contains 20975 members 
Mstep: Class 51 contains 965 members 
Mstep: Class 52 contains 4591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131776.000000 Penalty: 106082.015625
Iteration 317Q: 53 clusters Score -8.813178e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61584 members 
Mstep: Class 2 contains 10443 members 
Mstep: Class 3 contains 6980 members 
Mstep: Class 4 contains 47980 members 
Mstep: Class 5 contains 8314 members 
Mstep: Class 6 contains 11327 members 
Mstep: Class 7 contains 56026 members 
Mstep: Class 8 contains 10551 members 
Mstep: Class 9 contains 11015 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7481 members 
Mstep: Class 13 contains 18898 members 
Mstep: Class 14 contains 37746 members 
Mstep: Class 15 contains 16479 members 
Mstep: Class 16 contains 22196 members 
Mstep: Class 17 contains 28240 members 
Mstep: Class 18 contains 19730 members 
Mstep: Class 19 contains 1517 members 
Mstep: Class 20 contains 198793 members 
Mstep: Class 21 contains 12192 members 
Mstep: Class 22 contains 1776 members 
Mstep: Class 23 contains 6254 members 
Mstep: Class 24 contains 2161 members 
Mstep: Class 25 contains 36576 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14834 members 
Mstep: Class 28 contains 19764 members 
Mstep: Class 29 contains 37485 members 
Mstep: Class 30 contains 10783 members 
Mstep: Class 31 contains 9177 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 7998 members 
Mstep: Class 34 contains 4036 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1605 members 
Mstep: Class 37 contains 4277 members 
Mstep: Class 38 contains 3414 members 
Mstep: Class 39 contains 34045 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2519 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1947 members 
Mstep: Class 46 contains 1287 members 
Mstep: Class 47 contains 11652 members 
Mstep: Class 48 contains 1768 members 
Mstep: Class 49 contains 1378 members 
Mstep: Class 50 contains 20972 members 
Mstep: Class 51 contains 965 members 
Mstep: Class 52 contains 4600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131712.000000 Penalty: 106082.015625
Iteration 318Q: 53 clusters Score -8.813171e+07 nChanged 37
Entering ConstructFrom: 
Score: -88131712.000000 Penalty: 106082.015625
Entering ConstructFrom: 
Trying to split cluster 1 (61581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61581 members 
Entering Unmasked Estep 
Score: -6320072.500000 Penalty: 1640.982544
	Iteration 0F: 2 clusters Score -6320072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30941 members 
Mstep: Class 2 contains 30640 members 
Entering Unmasked Estep 
Score: -6280063.000000 Penalty: 3281.965088
	Iteration 0F: 3 clusters Score -6280063 nChanged 28528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32335 members 
Mstep: Class 2 contains 29246 members 
Entering Unmasked Estep 
Score: -6296549.500000 Penalty: 3281.965088
	Iteration 1F: 3 clusters Score -6296550 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33218 members 
Mstep: Class 2 contains 28363 members 
Entering Unmasked Estep 
Score: -6297488.500000 Penalty: 3281.965088
	Iteration 2Q: 3 clusters Score -6297488 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34470 members 
Mstep: Class 2 contains 27111 members 
Entering Unmasked Estep 
Score: -6298758.500000 Penalty: 3281.965088
	Iteration 3Q: 3 clusters Score -6298758 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36160 members 
Mstep: Class 2 contains 25421 members 
Entering Unmasked Estep 
Score: -6300445.500000 Penalty: 3281.965088
	Iteration 4F: 3 clusters Score -6300446 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38359 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -6302637.500000 Penalty: 3281.965088
	Iteration 5F: 3 clusters Score -6302638 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40889 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -6305218.000000 Penalty: 3281.965088
	Iteration 6F: 3 clusters Score -6305218 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43649 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -6307924.000000 Penalty: 3281.965088
	Iteration 7F: 3 clusters Score -6307924 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46283 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -6310605.500000 Penalty: 3281.965088
	Iteration 8F: 3 clusters Score -6310606 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48532 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -6312986.000000 Penalty: 3281.965088
	Iteration 9Q: 3 clusters Score -6312986 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50264 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -6314640.000000 Penalty: 3281.965088
	Iteration 10Q: 3 clusters Score -6314640 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51559 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -6315707.500000 Penalty: 3281.965088
	Iteration 11Q: 3 clusters Score -6315708 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52535 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -6316385.500000 Penalty: 3281.965088
	Iteration 12Q: 3 clusters Score -6316386 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53331 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -6316848.500000 Penalty: 3281.965088
	Iteration 13Q: 3 clusters Score -6316848 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53996 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -6317160.000000 Penalty: 3281.965088
	Iteration 14Q: 3 clusters Score -6317160 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54565 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -6317417.000000 Penalty: 3281.965088
	Iteration 15Q: 3 clusters Score -6317417 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55055 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -6317593.500000 Penalty: 3281.965088
	Iteration 16Q: 3 clusters Score -6317594 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55537 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -6317748.000000 Penalty: 3281.965088
	Iteration 17Q: 3 clusters Score -6317748 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55969 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -6317895.500000 Penalty: 3281.965088
	Iteration 18Q: 3 clusters Score -6317896 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56365 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -6318031.500000 Penalty: 3281.965088
	Iteration 19Q: 3 clusters Score -6318032 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56719 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -6318130.000000 Penalty: 3281.965088
	Iteration 20F: 3 clusters Score -6318130 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57037 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -6318219.500000 Penalty: 3281.965088
	Iteration 21Q: 3 clusters Score -6318220 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57356 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -6318332.500000 Penalty: 3281.965088
	Iteration 22Q: 3 clusters Score -6318332 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57616 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -6318412.000000 Penalty: 3281.965088
	Iteration 23Q: 3 clusters Score -6318412 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57877 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -6318505.500000 Penalty: 3281.965088
	Iteration 24Q: 3 clusters Score -6318506 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58137 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -6318623.000000 Penalty: 3281.965088
	Iteration 25Q: 3 clusters Score -6318623 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58381 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -6318724.000000 Penalty: 3281.965088
	Iteration 26Q: 3 clusters Score -6318724 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58579 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -6318810.000000 Penalty: 3281.965088
	Iteration 27Q: 3 clusters Score -6318810 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58762 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -6318861.500000 Penalty: 3281.965088
	Iteration 28Q: 3 clusters Score -6318862 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58912 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -6318947.500000 Penalty: 3281.965088
	Iteration 29Q: 3 clusters Score -6318948 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59053 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -6318993.500000 Penalty: 3281.965088
	Iteration 30Q: 3 clusters Score -6318994 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59180 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -6319038.500000 Penalty: 3281.965088
	Iteration 31Q: 3 clusters Score -6319038 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59280 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -6319053.500000 Penalty: 3281.965088
	Iteration 32Q: 3 clusters Score -6319054 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59345 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -6319068.000000 Penalty: 3281.965088
	Iteration 33Q: 3 clusters Score -6319068 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59408 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -6319087.000000 Penalty: 3281.965088
	Iteration 34Q: 3 clusters Score -6319087 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59467 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -6319098.000000 Penalty: 3281.965088
	Iteration 35Q: 3 clusters Score -6319098 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59525 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -6319120.500000 Penalty: 3281.965088
	Iteration 36Q: 3 clusters Score -6319120 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59577 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -6319130.500000 Penalty: 3281.965088
	Iteration 37Q: 3 clusters Score -6319130 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59621 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -6319140.500000 Penalty: 3281.965088
	Iteration 38Q: 3 clusters Score -6319140 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59672 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -6319149.000000 Penalty: 3281.965088
	Iteration 39Q: 3 clusters Score -6319149 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59724 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -6319177.500000 Penalty: 3281.965088
	Iteration 40F: 3 clusters Score -6319178 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59768 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -6319186.500000 Penalty: 3281.965088
	Iteration 41Q: 3 clusters Score -6319186 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59801 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -6319198.000000 Penalty: 3281.965088
	Iteration 42Q: 3 clusters Score -6319198 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59830 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -6319202.500000 Penalty: 3281.965088
	Iteration 43Q: 3 clusters Score -6319202 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59856 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -6319219.000000 Penalty: 3281.965088
	Iteration 44Q: 3 clusters Score -6319219 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59881 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -6319227.000000 Penalty: 3281.965088
	Iteration 45Q: 3 clusters Score -6319227 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59901 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -6319220.500000 Penalty: 3281.965088
	Iteration 46Q: 3 clusters Score -6319220 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59916 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -6319223.500000 Penalty: 3281.965088
	Iteration 47Q: 3 clusters Score -6319224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59929 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -6319235.500000 Penalty: 3281.965088
	Iteration 48Q: 3 clusters Score -6319236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59943 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -6319231.500000 Penalty: 3281.965088
	Iteration 49Q: 3 clusters Score -6319232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59957 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -6319235.500000 Penalty: 3281.965088
	Iteration 50Q: 3 clusters Score -6319236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59970 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -6319242.000000 Penalty: 3281.965088
	Iteration 51Q: 3 clusters Score -6319242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59976 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -6319248.500000 Penalty: 3281.965088
	Iteration 52Q: 3 clusters Score -6319248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59979 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -6319244.000000 Penalty: 3281.965088
	Iteration 53Q: 3 clusters Score -6319244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59981 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -6319248.000000 Penalty: 3281.965088
	Iteration 54Q: 3 clusters Score -6319248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59984 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -6319245.500000 Penalty: 3281.965088
	Iteration 55Q: 3 clusters Score -6319246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59988 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -6319239.000000 Penalty: 3281.965088
	Iteration 56Q: 3 clusters Score -6319239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59990 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -6319239.500000 Penalty: 3281.965088
	Iteration 57Q: 3 clusters Score -6319240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59991 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -6319243.000000 Penalty: 3281.965088
	Iteration 58Q: 3 clusters Score -6319243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59993 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -6319246.500000 Penalty: 3281.965088
	Iteration 59Q: 3 clusters Score -6319246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59998 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -6319252.500000 Penalty: 3281.965088
	Iteration 60F: 3 clusters Score -6319252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60003 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -6319248.500000 Penalty: 3281.965088
	Iteration 61Q: 3 clusters Score -6319248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60007 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -6319255.500000 Penalty: 3281.965088
	Iteration 62Q: 3 clusters Score -6319256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60014 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -6319254.500000 Penalty: 3281.965088
	Iteration 63Q: 3 clusters Score -6319254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60018 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -6319256.000000 Penalty: 3281.965088
	Iteration 64Q: 3 clusters Score -6319256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60018 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -6319256.000000 Penalty: 3281.965088
	Iteration 65F: 3 clusters Score -6319256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Entering Unmasked Estep 
Score: -1045857.937500 Penalty: 1376.948608
	Iteration 0F: 2 clusters Score -1045858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1038874.062500 Penalty: 2753.897217
	Iteration 0F: 3 clusters Score -1038874 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1041351.062500 Penalty: 2753.897217
	Iteration 1F: 3 clusters Score -1041351 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1041747.375000 Penalty: 2753.897217
	Iteration 2F: 3 clusters Score -1041747 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1042103.687500 Penalty: 2753.897217
	Iteration 3F: 3 clusters Score -1042104 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1042476.562500 Penalty: 2753.897217
	Iteration 4F: 3 clusters Score -1042477 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1042896.187500 Penalty: 2753.897217
	Iteration 5F: 3 clusters Score -1042896 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1043398.375000 Penalty: 2753.897217
	Iteration 6F: 3 clusters Score -1043398 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1043865.812500 Penalty: 2753.897217
	Iteration 7F: 3 clusters Score -1043866 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1044204.250000 Penalty: 2753.897217
	Iteration 8Q: 3 clusters Score -1044204 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1044463.687500 Penalty: 2753.897217
	Iteration 9Q: 3 clusters Score -1044464 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1044654.937500 Penalty: 2753.897217
	Iteration 10Q: 3 clusters Score -1044655 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1044789.875000 Penalty: 2753.897217
	Iteration 11Q: 3 clusters Score -1044790 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1044872.000000 Penalty: 2753.897217
	Iteration 12Q: 3 clusters Score -1044872 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1044917.125000 Penalty: 2753.897217
	Iteration 13Q: 3 clusters Score -1044917 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1044951.812500 Penalty: 2753.897217
	Iteration 14Q: 3 clusters Score -1044952 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1044986.625000 Penalty: 2753.897217
	Iteration 15Q: 3 clusters Score -1044987 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1045011.250000 Penalty: 2753.897217
	Iteration 16Q: 3 clusters Score -1045011 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1045039.187500 Penalty: 2753.897217
	Iteration 17Q: 3 clusters Score -1045039 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1045062.187500 Penalty: 2753.897217
	Iteration 18Q: 3 clusters Score -1045062 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1045082.562500 Penalty: 2753.897217
	Iteration 19Q: 3 clusters Score -1045083 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1045106.000000 Penalty: 2753.897217
	Iteration 20F: 3 clusters Score -1045106 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1045126.375000 Penalty: 2753.897217
	Iteration 21Q: 3 clusters Score -1045126 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1045137.812500 Penalty: 2753.897217
	Iteration 22Q: 3 clusters Score -1045138 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1045148.062500 Penalty: 2753.897217
	Iteration 23Q: 3 clusters Score -1045148 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1045151.687500 Penalty: 2753.897217
	Iteration 24Q: 3 clusters Score -1045152 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1045158.687500 Penalty: 2753.897217
	Iteration 25Q: 3 clusters Score -1045159 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1045164.062500 Penalty: 2753.897217
	Iteration 26Q: 3 clusters Score -1045164 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1045170.812500 Penalty: 2753.897217
	Iteration 27Q: 3 clusters Score -1045171 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1045181.375000 Penalty: 2753.897217
	Iteration 28Q: 3 clusters Score -1045181 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1045194.812500 Penalty: 2753.897217
	Iteration 29Q: 3 clusters Score -1045195 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1045204.750000 Penalty: 2753.897217
	Iteration 30Q: 3 clusters Score -1045205 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1045220.187500 Penalty: 2753.897217
	Iteration 31Q: 3 clusters Score -1045220 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1045227.687500 Penalty: 2753.897217
	Iteration 32Q: 3 clusters Score -1045228 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1045239.500000 Penalty: 2753.897217
	Iteration 33Q: 3 clusters Score -1045240 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1045251.437500 Penalty: 2753.897217
	Iteration 34Q: 3 clusters Score -1045251 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1045258.812500 Penalty: 2753.897217
	Iteration 35Q: 3 clusters Score -1045259 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1045264.000000 Penalty: 2753.897217
	Iteration 36Q: 3 clusters Score -1045264 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1045276.250000 Penalty: 2753.897217
	Iteration 37Q: 3 clusters Score -1045276 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1045282.625000 Penalty: 2753.897217
	Iteration 38Q: 3 clusters Score -1045283 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1045292.500000 Penalty: 2753.897217
	Iteration 39Q: 3 clusters Score -1045292 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1045298.625000 Penalty: 2753.897217
	Iteration 40F: 3 clusters Score -1045299 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1045306.000000 Penalty: 2753.897217
	Iteration 41Q: 3 clusters Score -1045306 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1045307.812500 Penalty: 2753.897217
	Iteration 42Q: 3 clusters Score -1045308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1045313.875000 Penalty: 2753.897217
	Iteration 43Q: 3 clusters Score -1045314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1045317.312500 Penalty: 2753.897217
	Iteration 44Q: 3 clusters Score -1045317 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1045324.500000 Penalty: 2753.897217
	Iteration 45Q: 3 clusters Score -1045324 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1045332.625000 Penalty: 2753.897217
	Iteration 46Q: 3 clusters Score -1045333 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1045337.875000 Penalty: 2753.897217
	Iteration 47Q: 3 clusters Score -1045338 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1045341.000000 Penalty: 2753.897217
	Iteration 48Q: 3 clusters Score -1045341 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1045345.375000 Penalty: 2753.897217
	Iteration 49Q: 3 clusters Score -1045345 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1045348.125000 Penalty: 2753.897217
	Iteration 50Q: 3 clusters Score -1045348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1045348.437500 Penalty: 2753.897217
	Iteration 51Q: 3 clusters Score -1045348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1045351.687500 Penalty: 2753.897217
	Iteration 52Q: 3 clusters Score -1045352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1045352.000000 Penalty: 2753.897217
	Iteration 53Q: 3 clusters Score -1045352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1045355.375000 Penalty: 2753.897217
	Iteration 54Q: 3 clusters Score -1045355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1045356.312500 Penalty: 2753.897217
	Iteration 55Q: 3 clusters Score -1045356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1045356.312500 Penalty: 2753.897217
	Iteration 56Q: 3 clusters Score -1045356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1045358.187500 Penalty: 2753.897217
	Iteration 57Q: 3 clusters Score -1045358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1045362.812500 Penalty: 2753.897217
	Iteration 58Q: 3 clusters Score -1045363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1045363.437500 Penalty: 2753.897217
	Iteration 59Q: 3 clusters Score -1045363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1045365.375000 Penalty: 2753.897217
	Iteration 60F: 3 clusters Score -1045365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1045365.812500 Penalty: 2753.897217
	Iteration 61Q: 3 clusters Score -1045366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1045366.625000 Penalty: 2753.897217
	Iteration 62Q: 3 clusters Score -1045367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1045366.500000 Penalty: 2753.897217
	Iteration 63Q: 3 clusters Score -1045366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1045369.875000 Penalty: 2753.897217
	Iteration 64Q: 3 clusters Score -1045370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1045370.625000 Penalty: 2753.897217
	Iteration 65Q: 3 clusters Score -1045371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1045374.125000 Penalty: 2753.897217
	Iteration 66Q: 3 clusters Score -1045374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1045374.687500 Penalty: 2753.897217
	Iteration 67Q: 3 clusters Score -1045375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1045372.187500 Penalty: 2753.897217
	Iteration 68Q: 3 clusters Score -1045372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1045374.312500 Penalty: 2753.897217
	Iteration 69Q: 3 clusters Score -1045374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1045378.562500 Penalty: 2753.897217
	Iteration 70Q: 3 clusters Score -1045379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1045381.562500 Penalty: 2753.897217
	Iteration 71Q: 3 clusters Score -1045382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1045381.937500 Penalty: 2753.897217
	Iteration 72Q: 3 clusters Score -1045382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1045382.125000 Penalty: 2753.897217
	Iteration 73Q: 3 clusters Score -1045382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1045382.125000 Penalty: 2753.897217
	Iteration 74F: 3 clusters Score -1045382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Entering Unmasked Estep 
Score: -747567.125000 Penalty: 1316.999756
	Iteration 0F: 2 clusters Score -747567.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -742689.812500 Penalty: 2633.999512
	Iteration 0F: 3 clusters Score -742689.8 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -744246.750000 Penalty: 2633.999512
	Iteration 1F: 3 clusters Score -744246.8 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -744582.375000 Penalty: 2633.999512
	Iteration 2F: 3 clusters Score -744582.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -744783.062500 Penalty: 2633.999512
	Iteration 3F: 3 clusters Score -744783.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -744938.750000 Penalty: 2633.999512
	Iteration 4Q: 3 clusters Score -744938.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -745091.125000 Penalty: 2633.999512
	Iteration 5Q: 3 clusters Score -745091.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -745234.750000 Penalty: 2633.999512
	Iteration 6Q: 3 clusters Score -745234.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -745374.750000 Penalty: 2633.999512
	Iteration 7Q: 3 clusters Score -745374.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -745508.812500 Penalty: 2633.999512
	Iteration 8Q: 3 clusters Score -745508.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -745629.750000 Penalty: 2633.999512
	Iteration 9Q: 3 clusters Score -745629.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -745739.062500 Penalty: 2633.999512
	Iteration 10Q: 3 clusters Score -745739.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -745834.375000 Penalty: 2633.999512
	Iteration 11Q: 3 clusters Score -745834.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -745944.062500 Penalty: 2633.999512
	Iteration 12Q: 3 clusters Score -745944.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -746040.875000 Penalty: 2633.999512
	Iteration 13Q: 3 clusters Score -746040.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -746123.437500 Penalty: 2633.999512
	Iteration 14Q: 3 clusters Score -746123.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -746184.375000 Penalty: 2633.999512
	Iteration 15Q: 3 clusters Score -746184.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -746239.562500 Penalty: 2633.999512
	Iteration 16Q: 3 clusters Score -746239.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -746289.312500 Penalty: 2633.999512
	Iteration 17Q: 3 clusters Score -746289.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -746332.812500 Penalty: 2633.999512
	Iteration 18Q: 3 clusters Score -746332.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -746360.187500 Penalty: 2633.999512
	Iteration 19Q: 3 clusters Score -746360.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -746385.250000 Penalty: 2633.999512
	Iteration 20F: 3 clusters Score -746385.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -746416.000000 Penalty: 2633.999512
	Iteration 21Q: 3 clusters Score -746416 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -746430.625000 Penalty: 2633.999512
	Iteration 22Q: 3 clusters Score -746430.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -746446.437500 Penalty: 2633.999512
	Iteration 23Q: 3 clusters Score -746446.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -746464.187500 Penalty: 2633.999512
	Iteration 24Q: 3 clusters Score -746464.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -746479.375000 Penalty: 2633.999512
	Iteration 25Q: 3 clusters Score -746479.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -746485.187500 Penalty: 2633.999512
	Iteration 26Q: 3 clusters Score -746485.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -746496.250000 Penalty: 2633.999512
	Iteration 27Q: 3 clusters Score -746496.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -746505.250000 Penalty: 2633.999512
	Iteration 28Q: 3 clusters Score -746505.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -746509.687500 Penalty: 2633.999512
	Iteration 29Q: 3 clusters Score -746509.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -746512.750000 Penalty: 2633.999512
	Iteration 30Q: 3 clusters Score -746512.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -746514.312500 Penalty: 2633.999512
	Iteration 31Q: 3 clusters Score -746514.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -746517.812500 Penalty: 2633.999512
	Iteration 32Q: 3 clusters Score -746517.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -746517.562500 Penalty: 2633.999512
	Iteration 33Q: 3 clusters Score -746517.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -746517.562500 Penalty: 2633.999512
	Iteration 34F: 3 clusters Score -746517.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (47981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47981 members 
Entering Unmasked Estep 
Score: -4793692.500000 Penalty: 1603.849854
	Iteration 0F: 2 clusters Score -4793692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
Score: -4762378.500000 Penalty: 3207.699707
	Iteration 0F: 3 clusters Score -4762378 nChanged 22107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
Score: -4774507.000000 Penalty: 3207.699707
	Iteration 1F: 3 clusters Score -4774507 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 23902 members 
Entering Unmasked Estep 
Score: -4775112.000000 Penalty: 3207.699707
	Iteration 2Q: 3 clusters Score -4775112 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 23951 members 
Entering Unmasked Estep 
Score: -4775635.500000 Penalty: 3207.699707
	Iteration 3Q: 3 clusters Score -4775636 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
Score: -4776099.000000 Penalty: 3207.699707
	Iteration 4Q: 3 clusters Score -4776099 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
Score: -4776679.500000 Penalty: 3207.699707
	Iteration 5Q: 3 clusters Score -4776680 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -4777272.500000 Penalty: 3207.699707
	Iteration 6Q: 3 clusters Score -4777272 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -4777892.500000 Penalty: 3207.699707
	Iteration 7Q: 3 clusters Score -4777892 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 25008 members 
Entering Unmasked Estep 
Score: -4778600.000000 Penalty: 3207.699707
	Iteration 8Q: 3 clusters Score -4778600 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -4779366.000000 Penalty: 3207.699707
	Iteration 9Q: 3 clusters Score -4779366 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 25461 members 
Entering Unmasked Estep 
Score: -4780306.500000 Penalty: 3207.699707
	Iteration 10Q: 3 clusters Score -4780306 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -4781411.500000 Penalty: 3207.699707
	Iteration 11Q: 3 clusters Score -4781412 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 25433 members 
Entering Unmasked Estep 
Score: -4782801.500000 Penalty: 3207.699707
	Iteration 12Q: 3 clusters Score -4782802 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
Score: -4784477.000000 Penalty: 3207.699707
	Iteration 13F: 3 clusters Score -4784477 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 24837 members 
Entering Unmasked Estep 
Score: -4786212.500000 Penalty: 3207.699707
	Iteration 14F: 3 clusters Score -4786212 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23564 members 
Mstep: Class 2 contains 24417 members 
Entering Unmasked Estep 
Score: -4787586.500000 Penalty: 3207.699707
	Iteration 15Q: 3 clusters Score -4787586 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23960 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -4788576.000000 Penalty: 3207.699707
	Iteration 16Q: 3 clusters Score -4788576 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 23709 members 
Entering Unmasked Estep 
Score: -4789305.000000 Penalty: 3207.699707
	Iteration 17Q: 3 clusters Score -4789305 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24468 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -4789829.000000 Penalty: 3207.699707
	Iteration 18Q: 3 clusters Score -4789829 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -4790197.000000 Penalty: 3207.699707
	Iteration 19Q: 3 clusters Score -4790197 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24649 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -4790479.000000 Penalty: 3207.699707
	Iteration 20F: 3 clusters Score -4790479 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -4790707.000000 Penalty: 3207.699707
	Iteration 21Q: 3 clusters Score -4790707 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -4790844.500000 Penalty: 3207.699707
	Iteration 22Q: 3 clusters Score -4790844 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -4790943.500000 Penalty: 3207.699707
	Iteration 23Q: 3 clusters Score -4790944 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -4791038.500000 Penalty: 3207.699707
	Iteration 24Q: 3 clusters Score -4791038 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -4791076.000000 Penalty: 3207.699707
	Iteration 25Q: 3 clusters Score -4791076 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24137 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -4791143.500000 Penalty: 3207.699707
	Iteration 26Q: 3 clusters Score -4791144 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 23972 members 
Entering Unmasked Estep 
Score: -4791191.500000 Penalty: 3207.699707
	Iteration 27Q: 3 clusters Score -4791192 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23888 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
Score: -4791213.000000 Penalty: 3207.699707
	Iteration 28Q: 3 clusters Score -4791213 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 24226 members 
Entering Unmasked Estep 
Score: -4791228.500000 Penalty: 3207.699707
	Iteration 29Q: 3 clusters Score -4791228 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 24371 members 
Entering Unmasked Estep 
Score: -4791268.500000 Penalty: 3207.699707
	Iteration 30Q: 3 clusters Score -4791268 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 24521 members 
Entering Unmasked Estep 
Score: -4791294.500000 Penalty: 3207.699707
	Iteration 31Q: 3 clusters Score -4791294 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 24682 members 
Entering Unmasked Estep 
Score: -4791310.000000 Penalty: 3207.699707
	Iteration 32Q: 3 clusters Score -4791310 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23120 members 
Mstep: Class 2 contains 24861 members 
Entering Unmasked Estep 
Score: -4791321.500000 Penalty: 3207.699707
	Iteration 33Q: 3 clusters Score -4791322 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 25039 members 
Entering Unmasked Estep 
Score: -4791344.000000 Penalty: 3207.699707
	Iteration 34Q: 3 clusters Score -4791344 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 25257 members 
Entering Unmasked Estep 
Score: -4791365.000000 Penalty: 3207.699707
	Iteration 35Q: 3 clusters Score -4791365 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -4791419.500000 Penalty: 3207.699707
	Iteration 36Q: 3 clusters Score -4791420 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -4791479.500000 Penalty: 3207.699707
	Iteration 37Q: 3 clusters Score -4791480 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 26006 members 
Entering Unmasked Estep 
Score: -4791522.000000 Penalty: 3207.699707
	Iteration 38Q: 3 clusters Score -4791522 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -4791584.000000 Penalty: 3207.699707
	Iteration 39Q: 3 clusters Score -4791584 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -4791646.500000 Penalty: 3207.699707
	Iteration 40F: 3 clusters Score -4791646 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 26830 members 
Entering Unmasked Estep 
Score: -4791706.500000 Penalty: 3207.699707
	Iteration 41Q: 3 clusters Score -4791706 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 27106 members 
Entering Unmasked Estep 
Score: -4791748.500000 Penalty: 3207.699707
	Iteration 42Q: 3 clusters Score -4791748 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 27355 members 
Entering Unmasked Estep 
Score: -4791761.000000 Penalty: 3207.699707
	Iteration 43Q: 3 clusters Score -4791761 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 27594 members 
Entering Unmasked Estep 
Score: -4791796.000000 Penalty: 3207.699707
	Iteration 44Q: 3 clusters Score -4791796 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 27810 members 
Entering Unmasked Estep 
Score: -4791818.500000 Penalty: 3207.699707
	Iteration 45Q: 3 clusters Score -4791818 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 28010 members 
Entering Unmasked Estep 
Score: -4791847.000000 Penalty: 3207.699707
	Iteration 46Q: 3 clusters Score -4791847 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 28189 members 
Entering Unmasked Estep 
Score: -4791876.000000 Penalty: 3207.699707
	Iteration 47Q: 3 clusters Score -4791876 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 28356 members 
Entering Unmasked Estep 
Score: -4791911.500000 Penalty: 3207.699707
	Iteration 48Q: 3 clusters Score -4791912 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 28505 members 
Entering Unmasked Estep 
Score: -4791941.500000 Penalty: 3207.699707
	Iteration 49Q: 3 clusters Score -4791942 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 28642 members 
Entering Unmasked Estep 
Score: -4791949.000000 Penalty: 3207.699707
	Iteration 50Q: 3 clusters Score -4791949 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 28782 members 
Entering Unmasked Estep 
Score: -4791966.000000 Penalty: 3207.699707
	Iteration 51Q: 3 clusters Score -4791966 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 28910 members 
Entering Unmasked Estep 
Score: -4791981.000000 Penalty: 3207.699707
	Iteration 52Q: 3 clusters Score -4791981 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -4791982.000000 Penalty: 3207.699707
	Iteration 53Q: 3 clusters Score -4791982 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 29166 members 
Entering Unmasked Estep 
Score: -4792006.500000 Penalty: 3207.699707
	Iteration 54Q: 3 clusters Score -4792006 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 29266 members 
Entering Unmasked Estep 
Score: -4792016.500000 Penalty: 3207.699707
	Iteration 55Q: 3 clusters Score -4792016 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 29351 members 
Entering Unmasked Estep 
Score: -4792019.500000 Penalty: 3207.699707
	Iteration 56Q: 3 clusters Score -4792020 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 29436 members 
Entering Unmasked Estep 
Score: -4792021.000000 Penalty: 3207.699707
	Iteration 57Q: 3 clusters Score -4792021 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 29522 members 
Entering Unmasked Estep 
Score: -4792042.000000 Penalty: 3207.699707
	Iteration 58Q: 3 clusters Score -4792042 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 29598 members 
Entering Unmasked Estep 
Score: -4792033.000000 Penalty: 3207.699707
	Iteration 59Q: 3 clusters Score -4792033 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 29669 members 
Entering Unmasked Estep 
Score: -4792043.000000 Penalty: 3207.699707
	Iteration 60F: 3 clusters Score -4792043 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 29729 members 
Entering Unmasked Estep 
Score: -4792051.500000 Penalty: 3207.699707
	Iteration 61Q: 3 clusters Score -4792052 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 29790 members 
Entering Unmasked Estep 
Score: -4792055.500000 Penalty: 3207.699707
	Iteration 62Q: 3 clusters Score -4792056 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 29853 members 
Entering Unmasked Estep 
Score: -4792071.500000 Penalty: 3207.699707
	Iteration 63Q: 3 clusters Score -4792072 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 29925 members 
Entering Unmasked Estep 
Score: -4792082.000000 Penalty: 3207.699707
	Iteration 64Q: 3 clusters Score -4792082 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 29989 members 
Entering Unmasked Estep 
Score: -4792072.000000 Penalty: 3207.699707
	Iteration 65Q: 3 clusters Score -4792072 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 30061 members 
Entering Unmasked Estep 
Score: -4792073.000000 Penalty: 3207.699707
	Iteration 66Q: 3 clusters Score -4792073 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 30133 members 
Entering Unmasked Estep 
Score: -4792093.500000 Penalty: 3207.699707
	Iteration 67Q: 3 clusters Score -4792094 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 30200 members 
Entering Unmasked Estep 
Score: -4792089.500000 Penalty: 3207.699707
	Iteration 68Q: 3 clusters Score -4792090 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 30264 members 
Entering Unmasked Estep 
Score: -4792098.000000 Penalty: 3207.699707
	Iteration 69Q: 3 clusters Score -4792098 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 30319 members 
Entering Unmasked Estep 
Score: -4792098.000000 Penalty: 3207.699707
	Iteration 70Q: 3 clusters Score -4792098 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 30354 members 
Entering Unmasked Estep 
Score: -4792105.000000 Penalty: 3207.699707
	Iteration 71Q: 3 clusters Score -4792105 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 30378 members 
Entering Unmasked Estep 
Score: -4792111.500000 Penalty: 3207.699707
	Iteration 72Q: 3 clusters Score -4792112 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 30404 members 
Entering Unmasked Estep 
Score: -4792109.500000 Penalty: 3207.699707
	Iteration 73Q: 3 clusters Score -4792110 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 30434 members 
Entering Unmasked Estep 
Score: -4792117.000000 Penalty: 3207.699707
	Iteration 74Q: 3 clusters Score -4792117 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 30465 members 
Entering Unmasked Estep 
Score: -4792124.500000 Penalty: 3207.699707
	Iteration 75Q: 3 clusters Score -4792124 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 30494 members 
Entering Unmasked Estep 
Score: -4792118.500000 Penalty: 3207.699707
	Iteration 76Q: 3 clusters Score -4792118 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 30515 members 
Entering Unmasked Estep 
Score: -4792114.000000 Penalty: 3207.699707
	Iteration 77Q: 3 clusters Score -4792114 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 30540 members 
Entering Unmasked Estep 
Score: -4792114.000000 Penalty: 3207.699707
	Iteration 78Q: 3 clusters Score -4792114 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 30570 members 
Entering Unmasked Estep 
Score: -4792116.500000 Penalty: 3207.699707
	Iteration 79Q: 3 clusters Score -4792116 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 30604 members 
Entering Unmasked Estep 
Score: -4792112.000000 Penalty: 3207.699707
	Iteration 80F: 3 clusters Score -4792112 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 30628 members 
Entering Unmasked Estep 
Score: -4792109.500000 Penalty: 3207.699707
	Iteration 81Q: 3 clusters Score -4792110 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 30643 members 
Entering Unmasked Estep 
Score: -4792114.000000 Penalty: 3207.699707
	Iteration 82Q: 3 clusters Score -4792114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 30657 members 
Entering Unmasked Estep 
Score: -4792119.000000 Penalty: 3207.699707
	Iteration 83Q: 3 clusters Score -4792119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 30668 members 
Entering Unmasked Estep 
Score: -4792107.000000 Penalty: 3207.699707
	Iteration 84Q: 3 clusters Score -4792107 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 30681 members 
Entering Unmasked Estep 
Score: -4792098.000000 Penalty: 3207.699707
	Iteration 85Q: 3 clusters Score -4792098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 30692 members 
Entering Unmasked Estep 
Score: -4792100.500000 Penalty: 3207.699707
	Iteration 86Q: 3 clusters Score -4792100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 30697 members 
Entering Unmasked Estep 
Score: -4792098.000000 Penalty: 3207.699707
	Iteration 87Q: 3 clusters Score -4792098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 30702 members 
Entering Unmasked Estep 
Score: -4792097.000000 Penalty: 3207.699707
	Iteration 88Q: 3 clusters Score -4792097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 30712 members 
Entering Unmasked Estep 
Score: -4792102.000000 Penalty: 3207.699707
	Iteration 89Q: 3 clusters Score -4792102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 30721 members 
Entering Unmasked Estep 
Score: -4792111.000000 Penalty: 3207.699707
	Iteration 90Q: 3 clusters Score -4792111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 30729 members 
Entering Unmasked Estep 
Score: -4792109.000000 Penalty: 3207.699707
	Iteration 91Q: 3 clusters Score -4792109 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 30739 members 
Entering Unmasked Estep 
Score: -4792108.000000 Penalty: 3207.699707
	Iteration 92Q: 3 clusters Score -4792108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 30751 members 
Entering Unmasked Estep 
Score: -4792102.500000 Penalty: 3207.699707
	Iteration 93Q: 3 clusters Score -4792102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 30760 members 
Entering Unmasked Estep 
Score: -4792102.000000 Penalty: 3207.699707
	Iteration 94Q: 3 clusters Score -4792102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 30766 members 
Entering Unmasked Estep 
Score: -4792108.500000 Penalty: 3207.699707
	Iteration 95Q: 3 clusters Score -4792108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 30774 members 
Entering Unmasked Estep 
Score: -4792112.000000 Penalty: 3207.699707
	Iteration 96Q: 3 clusters Score -4792112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 30786 members 
Entering Unmasked Estep 
Score: -4792118.000000 Penalty: 3207.699707
	Iteration 97Q: 3 clusters Score -4792118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 30797 members 
Entering Unmasked Estep 
Score: -4792115.000000 Penalty: 3207.699707
	Iteration 98Q: 3 clusters Score -4792115 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 30808 members 
Entering Unmasked Estep 
Score: -4792116.500000 Penalty: 3207.699707
	Iteration 99Q: 3 clusters Score -4792116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 30818 members 
Entering Unmasked Estep 
Score: -4792113.500000 Penalty: 3207.699707
	Iteration 100F: 3 clusters Score -4792114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 30830 members 
Entering Unmasked Estep 
Score: -4792115.500000 Penalty: 3207.699707
	Iteration 101Q: 3 clusters Score -4792116 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 30844 members 
Entering Unmasked Estep 
Score: -4792121.500000 Penalty: 3207.699707
	Iteration 102Q: 3 clusters Score -4792122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 30855 members 
Entering Unmasked Estep 
Score: -4792116.000000 Penalty: 3207.699707
	Iteration 103Q: 3 clusters Score -4792116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 30870 members 
Entering Unmasked Estep 
Score: -4792120.500000 Penalty: 3207.699707
	Iteration 104Q: 3 clusters Score -4792120 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 30887 members 
Entering Unmasked Estep 
Score: -4792122.500000 Penalty: 3207.699707
	Iteration 105Q: 3 clusters Score -4792122 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 30910 members 
Entering Unmasked Estep 
Score: -4792126.000000 Penalty: 3207.699707
	Iteration 106Q: 3 clusters Score -4792126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 30923 members 
Entering Unmasked Estep 
Score: -4792125.500000 Penalty: 3207.699707
	Iteration 107Q: 3 clusters Score -4792126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -4792120.500000 Penalty: 3207.699707
	Iteration 108Q: 3 clusters Score -4792120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 30940 members 
Entering Unmasked Estep 
Score: -4792120.000000 Penalty: 3207.699707
	Iteration 109Q: 3 clusters Score -4792120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 30945 members 
Entering Unmasked Estep 
Score: -4792117.000000 Penalty: 3207.699707
	Iteration 110Q: 3 clusters Score -4792117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 30952 members 
Entering Unmasked Estep 
Score: -4792120.000000 Penalty: 3207.699707
	Iteration 111Q: 3 clusters Score -4792120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 30958 members 
Entering Unmasked Estep 
Score: -4792122.000000 Penalty: 3207.699707
	Iteration 112Q: 3 clusters Score -4792122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 30961 members 
Entering Unmasked Estep 
Score: -4792122.000000 Penalty: 3207.699707
	Iteration 113Q: 3 clusters Score -4792122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 30962 members 
Entering Unmasked Estep 
Score: -4792117.500000 Penalty: 3207.699707
	Iteration 114Q: 3 clusters Score -4792118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 30963 members 
Entering Unmasked Estep 
Score: -4792118.000000 Penalty: 3207.699707
	Iteration 115Q: 3 clusters Score -4792118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 30963 members 
Entering Unmasked Estep 
Score: -4792118.000000 Penalty: 3207.699707
	Iteration 116F: 3 clusters Score -4792118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Entering Unmasked Estep 
Score: -790669.937500 Penalty: 1343.023560
	Iteration 0F: 2 clusters Score -790669.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -784971.937500 Penalty: 2686.047119
	Iteration 0F: 3 clusters Score -784971.9 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -786941.562500 Penalty: 2686.047119
	Iteration 1F: 3 clusters Score -786941.6 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -787514.937500 Penalty: 2686.047119
	Iteration 2F: 3 clusters Score -787514.9 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -788060.375000 Penalty: 2686.047119
	Iteration 3F: 3 clusters Score -788060.4 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -788529.437500 Penalty: 2686.047119
	Iteration 4F: 3 clusters Score -788529.4 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -788897.812500 Penalty: 2686.047119
	Iteration 5F: 3 clusters Score -788897.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -789193.750000 Penalty: 2686.047119
	Iteration 6Q: 3 clusters Score -789193.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -789451.437500 Penalty: 2686.047119
	Iteration 7Q: 3 clusters Score -789451.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -789667.000000 Penalty: 2686.047119
	Iteration 8Q: 3 clusters Score -789667 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -789835.187500 Penalty: 2686.047119
	Iteration 9Q: 3 clusters Score -789835.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -789963.500000 Penalty: 2686.047119
	Iteration 10Q: 3 clusters Score -789963.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -790090.375000 Penalty: 2686.047119
	Iteration 11Q: 3 clusters Score -790090.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -790185.687500 Penalty: 2686.047119
	Iteration 12Q: 3 clusters Score -790185.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -790273.750000 Penalty: 2686.047119
	Iteration 13Q: 3 clusters Score -790273.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -790341.500000 Penalty: 2686.047119
	Iteration 14Q: 3 clusters Score -790341.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -790391.375000 Penalty: 2686.047119
	Iteration 15Q: 3 clusters Score -790391.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -790432.750000 Penalty: 2686.047119
	Iteration 16Q: 3 clusters Score -790432.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -790470.375000 Penalty: 2686.047119
	Iteration 17Q: 3 clusters Score -790470.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -790502.437500 Penalty: 2686.047119
	Iteration 18Q: 3 clusters Score -790502.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -790532.500000 Penalty: 2686.047119
	Iteration 19Q: 3 clusters Score -790532.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -790556.625000 Penalty: 2686.047119
	Iteration 20F: 3 clusters Score -790556.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -790575.312500 Penalty: 2686.047119
	Iteration 21Q: 3 clusters Score -790575.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -790606.875000 Penalty: 2686.047119
	Iteration 22Q: 3 clusters Score -790606.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -790623.937500 Penalty: 2686.047119
	Iteration 23Q: 3 clusters Score -790623.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -790635.062500 Penalty: 2686.047119
	Iteration 24Q: 3 clusters Score -790635.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -790646.875000 Penalty: 2686.047119
	Iteration 25Q: 3 clusters Score -790646.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -790657.375000 Penalty: 2686.047119
	Iteration 26Q: 3 clusters Score -790657.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -790661.875000 Penalty: 2686.047119
	Iteration 27Q: 3 clusters Score -790661.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -790667.250000 Penalty: 2686.047119
	Iteration 28Q: 3 clusters Score -790667.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -790668.875000 Penalty: 2686.047119
	Iteration 29Q: 3 clusters Score -790668.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -790670.937500 Penalty: 2686.047119
	Iteration 30Q: 3 clusters Score -790670.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -790671.312500 Penalty: 2686.047119
	Iteration 31Q: 3 clusters Score -790671.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -790672.312500 Penalty: 2686.047119
	Iteration 32Q: 3 clusters Score -790672.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -790672.875000 Penalty: 2686.047119
	Iteration 33Q: 3 clusters Score -790672.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -790673.000000 Penalty: 2686.047119
	Iteration 34Q: 3 clusters Score -790673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -790673.250000 Penalty: 2686.047119
	Iteration 35Q: 3 clusters Score -790673.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -790673.000000 Penalty: 2686.047119
	Iteration 36Q: 3 clusters Score -790673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -790673.000000 Penalty: 2686.047119
	Iteration 37F: 3 clusters Score -790673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61581 members 
Mstep: Class 2 contains 10443 members 
Mstep: Class 3 contains 6980 members 
Mstep: Class 4 contains 47981 members 
Mstep: Class 5 contains 2894 members 
Mstep: Class 6 contains 11323 members 
Mstep: Class 7 contains 56021 members 
Mstep: Class 8 contains 10551 members 
Mstep: Class 9 contains 11015 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7481 members 
Mstep: Class 13 contains 18898 members 
Mstep: Class 14 contains 37747 members 
Mstep: Class 15 contains 16479 members 
Mstep: Class 16 contains 22187 members 
Mstep: Class 17 contains 28240 members 
Mstep: Class 18 contains 19730 members 
Mstep: Class 19 contains 1516 members 
Mstep: Class 20 contains 198800 members 
Mstep: Class 21 contains 12191 members 
Mstep: Class 22 contains 1776 members 
Mstep: Class 23 contains 6254 members 
Mstep: Class 24 contains 2163 members 
Mstep: Class 25 contains 36577 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14834 members 
Mstep: Class 28 contains 19765 members 
Mstep: Class 29 contains 37485 members 
Mstep: Class 30 contains 10783 members 
Mstep: Class 31 contains 9177 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 7998 members 
Mstep: Class 34 contains 4036 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1605 members 
Mstep: Class 37 contains 4277 members 
Mstep: Class 38 contains 3414 members 
Mstep: Class 39 contains 34044 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2520 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1947 members 
Mstep: Class 46 contains 1287 members 
Mstep: Class 47 contains 11652 members 
Mstep: Class 48 contains 1768 members 
Mstep: Class 49 contains 1378 members 
Mstep: Class 50 contains 20970 members 
Mstep: Class 51 contains 965 members 
Mstep: Class 52 contains 4612 members 
Mstep: Class 53 contains 5420 members 
Entering Unmasked Estep 
Score: -88131280.000000 Penalty: 108122.062500
Splitting cluster 5 changes total score from -88131712.000000 to -88131280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (11323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Entering Unmasked Estep 
Score: -1150699.875000 Penalty: 1388.987183
	Iteration 0F: 2 clusters Score -1150700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1143106.000000 Penalty: 2777.974365
	Iteration 0F: 3 clusters Score -1143106 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1145908.750000 Penalty: 2777.974365
	Iteration 1F: 3 clusters Score -1145909 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1146383.750000 Penalty: 2777.974365
	Iteration 2F: 3 clusters Score -1146384 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1146781.125000 Penalty: 2777.974365
	Iteration 3F: 3 clusters Score -1146781 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1147211.875000 Penalty: 2777.974365
	Iteration 4F: 3 clusters Score -1147212 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1147664.250000 Penalty: 2777.974365
	Iteration 5F: 3 clusters Score -1147664 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1148139.125000 Penalty: 2777.974365
	Iteration 6F: 3 clusters Score -1148139 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1148581.000000 Penalty: 2777.974365
	Iteration 7Q: 3 clusters Score -1148581 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1148924.375000 Penalty: 2777.974365
	Iteration 8Q: 3 clusters Score -1148924 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1149170.750000 Penalty: 2777.974365
	Iteration 9Q: 3 clusters Score -1149171 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1149344.625000 Penalty: 2777.974365
	Iteration 10Q: 3 clusters Score -1149345 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1149475.750000 Penalty: 2777.974365
	Iteration 11Q: 3 clusters Score -1149476 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1149565.250000 Penalty: 2777.974365
	Iteration 12Q: 3 clusters Score -1149565 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1149624.250000 Penalty: 2777.974365
	Iteration 13Q: 3 clusters Score -1149624 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1149668.500000 Penalty: 2777.974365
	Iteration 14Q: 3 clusters Score -1149668 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1149702.750000 Penalty: 2777.974365
	Iteration 15Q: 3 clusters Score -1149703 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1149727.625000 Penalty: 2777.974365
	Iteration 16Q: 3 clusters Score -1149728 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1149740.875000 Penalty: 2777.974365
	Iteration 17Q: 3 clusters Score -1149741 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1149749.625000 Penalty: 2777.974365
	Iteration 18Q: 3 clusters Score -1149750 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1149763.000000 Penalty: 2777.974365
	Iteration 19Q: 3 clusters Score -1149763 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1149770.375000 Penalty: 2777.974365
	Iteration 20F: 3 clusters Score -1149770 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1149779.875000 Penalty: 2777.974365
	Iteration 21Q: 3 clusters Score -1149780 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1149784.625000 Penalty: 2777.974365
	Iteration 22Q: 3 clusters Score -1149785 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1149785.375000 Penalty: 2777.974365
	Iteration 23Q: 3 clusters Score -1149785 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1149793.625000 Penalty: 2777.974365
	Iteration 24Q: 3 clusters Score -1149794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1149793.750000 Penalty: 2777.974365
	Iteration 25Q: 3 clusters Score -1149794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1149794.875000 Penalty: 2777.974365
	Iteration 26Q: 3 clusters Score -1149795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1149795.250000 Penalty: 2777.974365
	Iteration 27Q: 3 clusters Score -1149795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1149796.375000 Penalty: 2777.974365
	Iteration 28Q: 3 clusters Score -1149796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1149794.250000 Penalty: 2777.974365
	Iteration 29Q: 3 clusters Score -1149794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1149797.750000 Penalty: 2777.974365
	Iteration 30Q: 3 clusters Score -1149798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1149798.875000 Penalty: 2777.974365
	Iteration 31Q: 3 clusters Score -1149799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1149798.875000 Penalty: 2777.974365
	Iteration 32F: 3 clusters Score -1149799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (56021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56021 members 
Entering Unmasked Estep 
Score: -5600021.000000 Penalty: 1626.902222
	Iteration 0F: 2 clusters Score -5600021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28144 members 
Mstep: Class 2 contains 27877 members 
Entering Unmasked Estep 
Score: -5563492.000000 Penalty: 3253.804443
	Iteration 0F: 3 clusters Score -5563492 nChanged 25893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29415 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -5578218.500000 Penalty: 3253.804443
	Iteration 1F: 3 clusters Score -5578218 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30233 members 
Mstep: Class 2 contains 25788 members 
Entering Unmasked Estep 
Score: -5579186.500000 Penalty: 3253.804443
	Iteration 2Q: 3 clusters Score -5579186 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31382 members 
Mstep: Class 2 contains 24639 members 
Entering Unmasked Estep 
Score: -5580252.500000 Penalty: 3253.804443
	Iteration 3Q: 3 clusters Score -5580252 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32966 members 
Mstep: Class 2 contains 23055 members 
Entering Unmasked Estep 
Score: -5581810.000000 Penalty: 3253.804443
	Iteration 4F: 3 clusters Score -5581810 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35003 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -5583736.500000 Penalty: 3253.804443
	Iteration 5F: 3 clusters Score -5583736 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37319 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -5586050.500000 Penalty: 3253.804443
	Iteration 6F: 3 clusters Score -5586050 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39694 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -5588535.000000 Penalty: 3253.804443
	Iteration 7F: 3 clusters Score -5588535 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41875 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -5590721.500000 Penalty: 3253.804443
	Iteration 8F: 3 clusters Score -5590722 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43575 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -5592418.500000 Penalty: 3253.804443
	Iteration 9Q: 3 clusters Score -5592418 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44864 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -5593578.500000 Penalty: 3253.804443
	Iteration 10Q: 3 clusters Score -5593578 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45971 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -5594440.000000 Penalty: 3253.804443
	Iteration 11Q: 3 clusters Score -5594440 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46963 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -5595061.500000 Penalty: 3253.804443
	Iteration 12Q: 3 clusters Score -5595062 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47790 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -5595534.500000 Penalty: 3253.804443
	Iteration 13Q: 3 clusters Score -5595534 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48514 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -5595911.500000 Penalty: 3253.804443
	Iteration 14Q: 3 clusters Score -5595912 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49168 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -5596245.500000 Penalty: 3253.804443
	Iteration 15Q: 3 clusters Score -5596246 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49746 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -5596524.000000 Penalty: 3253.804443
	Iteration 16Q: 3 clusters Score -5596524 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50311 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -5596786.500000 Penalty: 3253.804443
	Iteration 17Q: 3 clusters Score -5596786 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50801 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -5597041.500000 Penalty: 3253.804443
	Iteration 18Q: 3 clusters Score -5597042 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51294 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -5597269.500000 Penalty: 3253.804443
	Iteration 19Q: 3 clusters Score -5597270 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51749 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -5597504.500000 Penalty: 3253.804443
	Iteration 20F: 3 clusters Score -5597504 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52167 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -5597706.500000 Penalty: 3253.804443
	Iteration 21Q: 3 clusters Score -5597706 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52515 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -5597896.000000 Penalty: 3253.804443
	Iteration 22Q: 3 clusters Score -5597896 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52828 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -5598026.000000 Penalty: 3253.804443
	Iteration 23Q: 3 clusters Score -5598026 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53089 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -5598129.500000 Penalty: 3253.804443
	Iteration 24Q: 3 clusters Score -5598130 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53326 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -5598244.500000 Penalty: 3253.804443
	Iteration 25Q: 3 clusters Score -5598244 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53548 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -5598334.000000 Penalty: 3253.804443
	Iteration 26Q: 3 clusters Score -5598334 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53690 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -5598396.500000 Penalty: 3253.804443
	Iteration 27Q: 3 clusters Score -5598396 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53828 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -5598465.000000 Penalty: 3253.804443
	Iteration 28Q: 3 clusters Score -5598465 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53951 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -5598505.000000 Penalty: 3253.804443
	Iteration 29Q: 3 clusters Score -5598505 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54065 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -5598565.500000 Penalty: 3253.804443
	Iteration 30Q: 3 clusters Score -5598566 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54165 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -5598610.000000 Penalty: 3253.804443
	Iteration 31Q: 3 clusters Score -5598610 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54236 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -5598639.500000 Penalty: 3253.804443
	Iteration 32Q: 3 clusters Score -5598640 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54292 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -5598635.500000 Penalty: 3253.804443
	Iteration 33Q: 3 clusters Score -5598636 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54337 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -5598643.000000 Penalty: 3253.804443
	Iteration 34Q: 3 clusters Score -5598643 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54387 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -5598661.500000 Penalty: 3253.804443
	Iteration 35Q: 3 clusters Score -5598662 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54436 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -5598690.500000 Penalty: 3253.804443
	Iteration 36Q: 3 clusters Score -5598690 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54483 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -5598702.500000 Penalty: 3253.804443
	Iteration 37Q: 3 clusters Score -5598702 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54514 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -5598716.500000 Penalty: 3253.804443
	Iteration 38Q: 3 clusters Score -5598716 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54545 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -5598733.000000 Penalty: 3253.804443
	Iteration 39Q: 3 clusters Score -5598733 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54569 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -5598735.500000 Penalty: 3253.804443
	Iteration 40F: 3 clusters Score -5598736 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54600 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -5598760.000000 Penalty: 3253.804443
	Iteration 41Q: 3 clusters Score -5598760 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54627 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -5598761.000000 Penalty: 3253.804443
	Iteration 42Q: 3 clusters Score -5598761 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54654 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -5598771.000000 Penalty: 3253.804443
	Iteration 43Q: 3 clusters Score -5598771 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54679 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -5598789.500000 Penalty: 3253.804443
	Iteration 44Q: 3 clusters Score -5598790 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54702 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -5598794.500000 Penalty: 3253.804443
	Iteration 45Q: 3 clusters Score -5598794 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54718 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -5598801.000000 Penalty: 3253.804443
	Iteration 46Q: 3 clusters Score -5598801 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54739 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -5598812.000000 Penalty: 3253.804443
	Iteration 47Q: 3 clusters Score -5598812 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54754 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -5598824.000000 Penalty: 3253.804443
	Iteration 48Q: 3 clusters Score -5598824 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54770 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -5598830.500000 Penalty: 3253.804443
	Iteration 49Q: 3 clusters Score -5598830 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54784 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -5598836.500000 Penalty: 3253.804443
	Iteration 50Q: 3 clusters Score -5598836 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54797 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -5598839.000000 Penalty: 3253.804443
	Iteration 51Q: 3 clusters Score -5598839 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54810 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -5598837.500000 Penalty: 3253.804443
	Iteration 52Q: 3 clusters Score -5598838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54826 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -5598842.000000 Penalty: 3253.804443
	Iteration 53Q: 3 clusters Score -5598842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54836 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -5598848.500000 Penalty: 3253.804443
	Iteration 54Q: 3 clusters Score -5598848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54846 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -5598855.500000 Penalty: 3253.804443
	Iteration 55Q: 3 clusters Score -5598856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54858 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -5598861.000000 Penalty: 3253.804443
	Iteration 56Q: 3 clusters Score -5598861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54866 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -5598856.500000 Penalty: 3253.804443
	Iteration 57Q: 3 clusters Score -5598856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54873 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -5598859.000000 Penalty: 3253.804443
	Iteration 58Q: 3 clusters Score -5598859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54878 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -5598865.500000 Penalty: 3253.804443
	Iteration 59Q: 3 clusters Score -5598866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54879 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -5598867.500000 Penalty: 3253.804443
	Iteration 60F: 3 clusters Score -5598868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Entering Unmasked Estep 
Score: -1090132.875000 Penalty: 1378.479614
	Iteration 0F: 2 clusters Score -1090133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1083114.375000 Penalty: 2756.959229
	Iteration 0F: 3 clusters Score -1083114 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1085496.500000 Penalty: 2756.959229
	Iteration 1F: 3 clusters Score -1085496 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1085819.250000 Penalty: 2756.959229
	Iteration 2F: 3 clusters Score -1085819 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1086035.625000 Penalty: 2756.959229
	Iteration 3Q: 3 clusters Score -1086036 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1086203.250000 Penalty: 2756.959229
	Iteration 4Q: 3 clusters Score -1086203 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1086353.500000 Penalty: 2756.959229
	Iteration 5Q: 3 clusters Score -1086354 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1086498.000000 Penalty: 2756.959229
	Iteration 6Q: 3 clusters Score -1086498 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1086630.125000 Penalty: 2756.959229
	Iteration 7Q: 3 clusters Score -1086630 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1086764.500000 Penalty: 2756.959229
	Iteration 8Q: 3 clusters Score -1086764 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1086922.375000 Penalty: 2756.959229
	Iteration 9Q: 3 clusters Score -1086922 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1087103.750000 Penalty: 2756.959229
	Iteration 10Q: 3 clusters Score -1087104 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1087316.875000 Penalty: 2756.959229
	Iteration 11Q: 3 clusters Score -1087317 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1087545.250000 Penalty: 2756.959229
	Iteration 12Q: 3 clusters Score -1087545 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1087797.125000 Penalty: 2756.959229
	Iteration 13Q: 3 clusters Score -1087797 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1088076.375000 Penalty: 2756.959229
	Iteration 14Q: 3 clusters Score -1088076 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1088328.625000 Penalty: 2756.959229
	Iteration 15Q: 3 clusters Score -1088329 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1088559.250000 Penalty: 2756.959229
	Iteration 16Q: 3 clusters Score -1088559 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1088749.000000 Penalty: 2756.959229
	Iteration 17Q: 3 clusters Score -1088749 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1088905.875000 Penalty: 2756.959229
	Iteration 18Q: 3 clusters Score -1088906 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1089016.875000 Penalty: 2756.959229
	Iteration 19Q: 3 clusters Score -1089017 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -1089128.500000 Penalty: 2756.959229
	Iteration 20F: 3 clusters Score -1089128 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1089206.750000 Penalty: 2756.959229
	Iteration 21Q: 3 clusters Score -1089207 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1089256.000000 Penalty: 2756.959229
	Iteration 22Q: 3 clusters Score -1089256 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1089284.375000 Penalty: 2756.959229
	Iteration 23Q: 3 clusters Score -1089284 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1089304.375000 Penalty: 2756.959229
	Iteration 24Q: 3 clusters Score -1089304 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1089319.000000 Penalty: 2756.959229
	Iteration 25Q: 3 clusters Score -1089319 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1089332.000000 Penalty: 2756.959229
	Iteration 26Q: 3 clusters Score -1089332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1089336.375000 Penalty: 2756.959229
	Iteration 27Q: 3 clusters Score -1089336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1089340.625000 Penalty: 2756.959229
	Iteration 28Q: 3 clusters Score -1089341 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1089345.250000 Penalty: 2756.959229
	Iteration 29Q: 3 clusters Score -1089345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1089349.250000 Penalty: 2756.959229
	Iteration 30Q: 3 clusters Score -1089349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1089358.375000 Penalty: 2756.959229
	Iteration 31Q: 3 clusters Score -1089358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1089365.250000 Penalty: 2756.959229
	Iteration 32Q: 3 clusters Score -1089365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1089366.000000 Penalty: 2756.959229
	Iteration 33Q: 3 clusters Score -1089366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1089366.250000 Penalty: 2756.959229
	Iteration 34Q: 3 clusters Score -1089366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1089367.375000 Penalty: 2756.959229
	Iteration 35Q: 3 clusters Score -1089367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1089368.750000 Penalty: 2756.959229
	Iteration 36Q: 3 clusters Score -1089369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1089369.125000 Penalty: 2756.959229
	Iteration 37Q: 3 clusters Score -1089369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1089369.125000 Penalty: 2756.959229
	Iteration 38F: 3 clusters Score -1089369 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Entering Unmasked Estep 
Score: -1152956.250000 Penalty: 1384.883667
	Iteration 0F: 2 clusters Score -1152956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1145565.375000 Penalty: 2769.767334
	Iteration 0F: 3 clusters Score -1145565 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1147945.500000 Penalty: 2769.767334
	Iteration 1F: 3 clusters Score -1147946 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1148247.625000 Penalty: 2769.767334
	Iteration 2F: 3 clusters Score -1148248 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1148462.875000 Penalty: 2769.767334
	Iteration 3Q: 3 clusters Score -1148463 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1148641.125000 Penalty: 2769.767334
	Iteration 4Q: 3 clusters Score -1148641 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1148795.375000 Penalty: 2769.767334
	Iteration 5Q: 3 clusters Score -1148795 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1148961.875000 Penalty: 2769.767334
	Iteration 6Q: 3 clusters Score -1148962 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1149138.625000 Penalty: 2769.767334
	Iteration 7Q: 3 clusters Score -1149139 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1149345.375000 Penalty: 2769.767334
	Iteration 8Q: 3 clusters Score -1149345 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1149572.125000 Penalty: 2769.767334
	Iteration 9Q: 3 clusters Score -1149572 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1149861.500000 Penalty: 2769.767334
	Iteration 10Q: 3 clusters Score -1149862 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1150193.625000 Penalty: 2769.767334
	Iteration 11Q: 3 clusters Score -1150194 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1150525.875000 Penalty: 2769.767334
	Iteration 12Q: 3 clusters Score -1150526 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1150831.500000 Penalty: 2769.767334
	Iteration 13Q: 3 clusters Score -1150832 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1151118.125000 Penalty: 2769.767334
	Iteration 14Q: 3 clusters Score -1151118 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1151349.875000 Penalty: 2769.767334
	Iteration 15Q: 3 clusters Score -1151350 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1151510.750000 Penalty: 2769.767334
	Iteration 16Q: 3 clusters Score -1151511 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1151634.000000 Penalty: 2769.767334
	Iteration 17Q: 3 clusters Score -1151634 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1151732.875000 Penalty: 2769.767334
	Iteration 18Q: 3 clusters Score -1151733 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1151837.250000 Penalty: 2769.767334
	Iteration 19Q: 3 clusters Score -1151837 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1151911.125000 Penalty: 2769.767334
	Iteration 20F: 3 clusters Score -1151911 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -1151964.500000 Penalty: 2769.767334
	Iteration 21Q: 3 clusters Score -1151964 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1151993.250000 Penalty: 2769.767334
	Iteration 22Q: 3 clusters Score -1151993 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1152013.500000 Penalty: 2769.767334
	Iteration 23Q: 3 clusters Score -1152014 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1152024.500000 Penalty: 2769.767334
	Iteration 24Q: 3 clusters Score -1152024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1152032.875000 Penalty: 2769.767334
	Iteration 25Q: 3 clusters Score -1152033 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1152041.000000 Penalty: 2769.767334
	Iteration 26Q: 3 clusters Score -1152041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1152042.375000 Penalty: 2769.767334
	Iteration 27Q: 3 clusters Score -1152042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1152042.375000 Penalty: 2769.767334
	Iteration 28F: 3 clusters Score -1152042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Entering Unmasked Estep 
Score: -1203243.250000 Penalty: 1390.529785
	Iteration 0F: 2 clusters Score -1203243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1195592.250000 Penalty: 2781.059570
	Iteration 0F: 3 clusters Score -1195592 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1198238.625000 Penalty: 2781.059570
	Iteration 1F: 3 clusters Score -1198239 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1198606.750000 Penalty: 2781.059570
	Iteration 2F: 3 clusters Score -1198607 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1198886.375000 Penalty: 2781.059570
	Iteration 3F: 3 clusters Score -1198886 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1199078.500000 Penalty: 2781.059570
	Iteration 4Q: 3 clusters Score -1199078 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1199224.375000 Penalty: 2781.059570
	Iteration 5Q: 3 clusters Score -1199224 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1199349.500000 Penalty: 2781.059570
	Iteration 6Q: 3 clusters Score -1199350 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1199454.000000 Penalty: 2781.059570
	Iteration 7Q: 3 clusters Score -1199454 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1199544.875000 Penalty: 2781.059570
	Iteration 8Q: 3 clusters Score -1199545 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1199620.500000 Penalty: 2781.059570
	Iteration 9Q: 3 clusters Score -1199620 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1199707.625000 Penalty: 2781.059570
	Iteration 10Q: 3 clusters Score -1199708 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1199788.000000 Penalty: 2781.059570
	Iteration 11Q: 3 clusters Score -1199788 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1199880.125000 Penalty: 2781.059570
	Iteration 12Q: 3 clusters Score -1199880 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1199979.500000 Penalty: 2781.059570
	Iteration 13Q: 3 clusters Score -1199980 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1200078.000000 Penalty: 2781.059570
	Iteration 14Q: 3 clusters Score -1200078 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1200184.500000 Penalty: 2781.059570
	Iteration 15Q: 3 clusters Score -1200184 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1200300.000000 Penalty: 2781.059570
	Iteration 16Q: 3 clusters Score -1200300 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1200433.250000 Penalty: 2781.059570
	Iteration 17Q: 3 clusters Score -1200433 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1200593.250000 Penalty: 2781.059570
	Iteration 18Q: 3 clusters Score -1200593 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1200767.375000 Penalty: 2781.059570
	Iteration 19Q: 3 clusters Score -1200767 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1200955.625000 Penalty: 2781.059570
	Iteration 20F: 3 clusters Score -1200956 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1201134.875000 Penalty: 2781.059570
	Iteration 21Q: 3 clusters Score -1201135 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1201301.625000 Penalty: 2781.059570
	Iteration 22Q: 3 clusters Score -1201302 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1201464.500000 Penalty: 2781.059570
	Iteration 23Q: 3 clusters Score -1201464 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1201600.250000 Penalty: 2781.059570
	Iteration 24Q: 3 clusters Score -1201600 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1201707.750000 Penalty: 2781.059570
	Iteration 25Q: 3 clusters Score -1201708 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1201812.250000 Penalty: 2781.059570
	Iteration 26Q: 3 clusters Score -1201812 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1201890.250000 Penalty: 2781.059570
	Iteration 27Q: 3 clusters Score -1201890 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1201941.375000 Penalty: 2781.059570
	Iteration 28Q: 3 clusters Score -1201941 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1201982.625000 Penalty: 2781.059570
	Iteration 29Q: 3 clusters Score -1201983 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -1202015.250000 Penalty: 2781.059570
	Iteration 30Q: 3 clusters Score -1202015 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -1202042.750000 Penalty: 2781.059570
	Iteration 31Q: 3 clusters Score -1202043 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1202060.000000 Penalty: 2781.059570
	Iteration 32Q: 3 clusters Score -1202060 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1202086.500000 Penalty: 2781.059570
	Iteration 33Q: 3 clusters Score -1202086 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1202110.000000 Penalty: 2781.059570
	Iteration 34Q: 3 clusters Score -1202110 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1202139.500000 Penalty: 2781.059570
	Iteration 35Q: 3 clusters Score -1202140 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1202158.000000 Penalty: 2781.059570
	Iteration 36Q: 3 clusters Score -1202158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -1202169.500000 Penalty: 2781.059570
	Iteration 37Q: 3 clusters Score -1202170 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1202182.000000 Penalty: 2781.059570
	Iteration 38Q: 3 clusters Score -1202182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1202188.750000 Penalty: 2781.059570
	Iteration 39Q: 3 clusters Score -1202189 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -1202203.000000 Penalty: 2781.059570
	Iteration 40F: 3 clusters Score -1202203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -1202211.125000 Penalty: 2781.059570
	Iteration 41Q: 3 clusters Score -1202211 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1202222.250000 Penalty: 2781.059570
	Iteration 42Q: 3 clusters Score -1202222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1202230.375000 Penalty: 2781.059570
	Iteration 43Q: 3 clusters Score -1202230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -1202236.750000 Penalty: 2781.059570
	Iteration 44Q: 3 clusters Score -1202237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -1202240.875000 Penalty: 2781.059570
	Iteration 45Q: 3 clusters Score -1202241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -1202240.875000 Penalty: 2781.059570
	Iteration 46F: 3 clusters Score -1202241 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Entering Unmasked Estep 
Score: -1078551.375000 Penalty: 1374.680176
	Iteration 0F: 2 clusters Score -1078551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1071681.625000 Penalty: 2749.360352
	Iteration 0F: 3 clusters Score -1071682 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1074003.750000 Penalty: 2749.360352
	Iteration 1F: 3 clusters Score -1074004 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1074350.625000 Penalty: 2749.360352
	Iteration 2F: 3 clusters Score -1074351 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1074705.125000 Penalty: 2749.360352
	Iteration 3F: 3 clusters Score -1074705 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1075051.250000 Penalty: 2749.360352
	Iteration 4F: 3 clusters Score -1075051 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1075395.875000 Penalty: 2749.360352
	Iteration 5F: 3 clusters Score -1075396 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1075750.250000 Penalty: 2749.360352
	Iteration 6F: 3 clusters Score -1075750 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1076094.250000 Penalty: 2749.360352
	Iteration 7Q: 3 clusters Score -1076094 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1076384.500000 Penalty: 2749.360352
	Iteration 8Q: 3 clusters Score -1076384 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1076666.000000 Penalty: 2749.360352
	Iteration 9Q: 3 clusters Score -1076666 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1076902.125000 Penalty: 2749.360352
	Iteration 10Q: 3 clusters Score -1076902 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1077061.750000 Penalty: 2749.360352
	Iteration 11Q: 3 clusters Score -1077062 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1077163.625000 Penalty: 2749.360352
	Iteration 12Q: 3 clusters Score -1077164 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1077229.000000 Penalty: 2749.360352
	Iteration 13Q: 3 clusters Score -1077229 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1077279.500000 Penalty: 2749.360352
	Iteration 14Q: 3 clusters Score -1077280 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1077317.000000 Penalty: 2749.360352
	Iteration 15Q: 3 clusters Score -1077317 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1077347.125000 Penalty: 2749.360352
	Iteration 16Q: 3 clusters Score -1077347 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1077371.125000 Penalty: 2749.360352
	Iteration 17Q: 3 clusters Score -1077371 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1077387.000000 Penalty: 2749.360352
	Iteration 18Q: 3 clusters Score -1077387 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1077398.875000 Penalty: 2749.360352
	Iteration 19Q: 3 clusters Score -1077399 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1077411.000000 Penalty: 2749.360352
	Iteration 20F: 3 clusters Score -1077411 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1077421.500000 Penalty: 2749.360352
	Iteration 21Q: 3 clusters Score -1077422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1077421.125000 Penalty: 2749.360352
	Iteration 22Q: 3 clusters Score -1077421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1077421.125000 Penalty: 2749.360352
	Iteration 23Q: 3 clusters Score -1077421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1077426.500000 Penalty: 2749.360352
	Iteration 24Q: 3 clusters Score -1077426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1077427.125000 Penalty: 2749.360352
	Iteration 25Q: 3 clusters Score -1077427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1077428.875000 Penalty: 2749.360352
	Iteration 26Q: 3 clusters Score -1077429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1077432.250000 Penalty: 2749.360352
	Iteration 27Q: 3 clusters Score -1077432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1077432.250000 Penalty: 2749.360352
	Iteration 28Q: 3 clusters Score -1077432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1077434.625000 Penalty: 2749.360352
	Iteration 29Q: 3 clusters Score -1077435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1077435.125000 Penalty: 2749.360352
	Iteration 30Q: 3 clusters Score -1077435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1077435.125000 Penalty: 2749.360352
	Iteration 31F: 3 clusters Score -1077435 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -749807.000000 Penalty: 1327.314209
	Iteration 0F: 2 clusters Score -749807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -744592.750000 Penalty: 2654.628418
	Iteration 0F: 3 clusters Score -744592.8 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -746175.500000 Penalty: 2654.628418
	Iteration 1F: 3 clusters Score -746175.5 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -746508.687500 Penalty: 2654.628418
	Iteration 2F: 3 clusters Score -746508.7 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -746774.312500 Penalty: 2654.628418
	Iteration 3F: 3 clusters Score -746774.3 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -746970.562500 Penalty: 2654.628418
	Iteration 4Q: 3 clusters Score -746970.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -747119.312500 Penalty: 2654.628418
	Iteration 5Q: 3 clusters Score -747119.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -747228.875000 Penalty: 2654.628418
	Iteration 6Q: 3 clusters Score -747228.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -747316.187500 Penalty: 2654.628418
	Iteration 7Q: 3 clusters Score -747316.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -747381.812500 Penalty: 2654.628418
	Iteration 8Q: 3 clusters Score -747381.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -747445.000000 Penalty: 2654.628418
	Iteration 9Q: 3 clusters Score -747445 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -747489.125000 Penalty: 2654.628418
	Iteration 10Q: 3 clusters Score -747489.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -747530.500000 Penalty: 2654.628418
	Iteration 11Q: 3 clusters Score -747530.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -747571.062500 Penalty: 2654.628418
	Iteration 12Q: 3 clusters Score -747571.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -747620.687500 Penalty: 2654.628418
	Iteration 13Q: 3 clusters Score -747620.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -747673.500000 Penalty: 2654.628418
	Iteration 14Q: 3 clusters Score -747673.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -747744.187500 Penalty: 2654.628418
	Iteration 15Q: 3 clusters Score -747744.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -747818.187500 Penalty: 2654.628418
	Iteration 16Q: 3 clusters Score -747818.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -747891.437500 Penalty: 2654.628418
	Iteration 17Q: 3 clusters Score -747891.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -747974.125000 Penalty: 2654.628418
	Iteration 18Q: 3 clusters Score -747974.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -748063.750000 Penalty: 2654.628418
	Iteration 19Q: 3 clusters Score -748063.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -748182.625000 Penalty: 2654.628418
	Iteration 20F: 3 clusters Score -748182.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -748312.375000 Penalty: 2654.628418
	Iteration 21Q: 3 clusters Score -748312.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -748455.125000 Penalty: 2654.628418
	Iteration 22Q: 3 clusters Score -748455.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -748597.125000 Penalty: 2654.628418
	Iteration 23Q: 3 clusters Score -748597.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -748743.250000 Penalty: 2654.628418
	Iteration 24Q: 3 clusters Score -748743.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -748865.437500 Penalty: 2654.628418
	Iteration 25Q: 3 clusters Score -748865.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -748961.562500 Penalty: 2654.628418
	Iteration 26Q: 3 clusters Score -748961.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -749047.250000 Penalty: 2654.628418
	Iteration 27Q: 3 clusters Score -749047.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -749126.937500 Penalty: 2654.628418
	Iteration 28Q: 3 clusters Score -749126.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -749182.375000 Penalty: 2654.628418
	Iteration 29Q: 3 clusters Score -749182.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -749224.125000 Penalty: 2654.628418
	Iteration 30Q: 3 clusters Score -749224.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -749250.437500 Penalty: 2654.628418
	Iteration 31Q: 3 clusters Score -749250.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -749275.375000 Penalty: 2654.628418
	Iteration 32Q: 3 clusters Score -749275.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -749297.687500 Penalty: 2654.628418
	Iteration 33Q: 3 clusters Score -749297.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -749318.687500 Penalty: 2654.628418
	Iteration 34Q: 3 clusters Score -749318.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -749325.875000 Penalty: 2654.628418
	Iteration 35Q: 3 clusters Score -749325.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -749332.625000 Penalty: 2654.628418
	Iteration 36Q: 3 clusters Score -749332.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -749340.437500 Penalty: 2654.628418
	Iteration 37Q: 3 clusters Score -749340.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -749346.062500 Penalty: 2654.628418
	Iteration 38Q: 3 clusters Score -749346.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -749345.875000 Penalty: 2654.628418
	Iteration 39Q: 3 clusters Score -749345.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -749348.500000 Penalty: 2654.628418
	Iteration 40F: 3 clusters Score -749348.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -749351.937500 Penalty: 2654.628418
	Iteration 41Q: 3 clusters Score -749351.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -749352.750000 Penalty: 2654.628418
	Iteration 42Q: 3 clusters Score -749352.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -749353.937500 Penalty: 2654.628418
	Iteration 43Q: 3 clusters Score -749353.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -749353.687500 Penalty: 2654.628418
	Iteration 44Q: 3 clusters Score -749353.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -749354.687500 Penalty: 2654.628418
	Iteration 45Q: 3 clusters Score -749354.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -749357.250000 Penalty: 2654.628418
	Iteration 46Q: 3 clusters Score -749357.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -749358.812500 Penalty: 2654.628418
	Iteration 47Q: 3 clusters Score -749358.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -749362.125000 Penalty: 2654.628418
	Iteration 48Q: 3 clusters Score -749362.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -749361.687500 Penalty: 2654.628418
	Iteration 49Q: 3 clusters Score -749361.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -749361.687500 Penalty: 2654.628418
	Iteration 50F: 3 clusters Score -749361.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (18898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Entering Unmasked Estep 
Score: -1938846.250000 Penalty: 1465.205566
	Iteration 0F: 2 clusters Score -1938846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1926433.375000 Penalty: 2930.411133
	Iteration 0F: 3 clusters Score -1926433 nChanged 8290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1930782.125000 Penalty: 2930.411133
	Iteration 1F: 3 clusters Score -1930782 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1931124.500000 Penalty: 2930.411133
	Iteration 2F: 3 clusters Score -1931124 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1931453.250000 Penalty: 2930.411133
	Iteration 3Q: 3 clusters Score -1931453 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1931735.500000 Penalty: 2930.411133
	Iteration 4Q: 3 clusters Score -1931736 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1932024.375000 Penalty: 2930.411133
	Iteration 5Q: 3 clusters Score -1932024 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1932352.625000 Penalty: 2930.411133
	Iteration 6Q: 3 clusters Score -1932353 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1932692.125000 Penalty: 2930.411133
	Iteration 7Q: 3 clusters Score -1932692 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1933066.875000 Penalty: 2930.411133
	Iteration 8Q: 3 clusters Score -1933067 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1933447.750000 Penalty: 2930.411133
	Iteration 9Q: 3 clusters Score -1933448 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1933848.125000 Penalty: 2930.411133
	Iteration 10Q: 3 clusters Score -1933848 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1934230.750000 Penalty: 2930.411133
	Iteration 11Q: 3 clusters Score -1934231 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1934555.000000 Penalty: 2930.411133
	Iteration 12Q: 3 clusters Score -1934555 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1934846.000000 Penalty: 2930.411133
	Iteration 13Q: 3 clusters Score -1934846 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1935087.625000 Penalty: 2930.411133
	Iteration 14Q: 3 clusters Score -1935088 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1935290.875000 Penalty: 2930.411133
	Iteration 15Q: 3 clusters Score -1935291 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1935465.250000 Penalty: 2930.411133
	Iteration 16Q: 3 clusters Score -1935465 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1935573.875000 Penalty: 2930.411133
	Iteration 17Q: 3 clusters Score -1935574 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1935639.750000 Penalty: 2930.411133
	Iteration 18Q: 3 clusters Score -1935640 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1935699.750000 Penalty: 2930.411133
	Iteration 19Q: 3 clusters Score -1935700 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1935738.125000 Penalty: 2930.411133
	Iteration 20F: 3 clusters Score -1935738 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1935780.625000 Penalty: 2930.411133
	Iteration 21Q: 3 clusters Score -1935781 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1935808.125000 Penalty: 2930.411133
	Iteration 22Q: 3 clusters Score -1935808 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1935836.250000 Penalty: 2930.411133
	Iteration 23Q: 3 clusters Score -1935836 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1935851.750000 Penalty: 2930.411133
	Iteration 24Q: 3 clusters Score -1935852 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1935872.500000 Penalty: 2930.411133
	Iteration 25Q: 3 clusters Score -1935872 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1935884.625000 Penalty: 2930.411133
	Iteration 26Q: 3 clusters Score -1935885 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1935900.250000 Penalty: 2930.411133
	Iteration 27Q: 3 clusters Score -1935900 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1935918.500000 Penalty: 2930.411133
	Iteration 28Q: 3 clusters Score -1935918 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1935938.250000 Penalty: 2930.411133
	Iteration 29Q: 3 clusters Score -1935938 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -1935958.375000 Penalty: 2930.411133
	Iteration 30Q: 3 clusters Score -1935958 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1935990.875000 Penalty: 2930.411133
	Iteration 31Q: 3 clusters Score -1935991 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1936023.875000 Penalty: 2930.411133
	Iteration 32Q: 3 clusters Score -1936024 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1936043.125000 Penalty: 2930.411133
	Iteration 33Q: 3 clusters Score -1936043 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1936073.250000 Penalty: 2930.411133
	Iteration 34Q: 3 clusters Score -1936073 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1936095.375000 Penalty: 2930.411133
	Iteration 35Q: 3 clusters Score -1936095 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -1936121.875000 Penalty: 2930.411133
	Iteration 36Q: 3 clusters Score -1936122 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1936151.125000 Penalty: 2930.411133
	Iteration 37Q: 3 clusters Score -1936151 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -1936172.500000 Penalty: 2930.411133
	Iteration 38Q: 3 clusters Score -1936172 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1936185.000000 Penalty: 2930.411133
	Iteration 39Q: 3 clusters Score -1936185 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -1936206.875000 Penalty: 2930.411133
	Iteration 40F: 3 clusters Score -1936207 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -1936211.875000 Penalty: 2930.411133
	Iteration 41Q: 3 clusters Score -1936212 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -1936228.000000 Penalty: 2930.411133
	Iteration 42Q: 3 clusters Score -1936228 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1936239.375000 Penalty: 2930.411133
	Iteration 43Q: 3 clusters Score -1936239 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1936260.500000 Penalty: 2930.411133
	Iteration 44Q: 3 clusters Score -1936260 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -1936281.875000 Penalty: 2930.411133
	Iteration 45Q: 3 clusters Score -1936282 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1936300.625000 Penalty: 2930.411133
	Iteration 46Q: 3 clusters Score -1936301 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -1936329.125000 Penalty: 2930.411133
	Iteration 47Q: 3 clusters Score -1936329 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -1936354.000000 Penalty: 2930.411133
	Iteration 48Q: 3 clusters Score -1936354 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1936383.625000 Penalty: 2930.411133
	Iteration 49Q: 3 clusters Score -1936384 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1936414.250000 Penalty: 2930.411133
	Iteration 50Q: 3 clusters Score -1936414 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -1936451.500000 Penalty: 2930.411133
	Iteration 51Q: 3 clusters Score -1936452 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -1936478.625000 Penalty: 2930.411133
	Iteration 52Q: 3 clusters Score -1936479 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -1936508.000000 Penalty: 2930.411133
	Iteration 53Q: 3 clusters Score -1936508 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -1936523.875000 Penalty: 2930.411133
	Iteration 54Q: 3 clusters Score -1936524 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -1936552.375000 Penalty: 2930.411133
	Iteration 55Q: 3 clusters Score -1936552 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -1936575.250000 Penalty: 2930.411133
	Iteration 56Q: 3 clusters Score -1936575 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -1936600.625000 Penalty: 2930.411133
	Iteration 57Q: 3 clusters Score -1936601 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -1936616.500000 Penalty: 2930.411133
	Iteration 58Q: 3 clusters Score -1936616 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -1936633.375000 Penalty: 2930.411133
	Iteration 59Q: 3 clusters Score -1936633 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -1936643.250000 Penalty: 2930.411133
	Iteration 60F: 3 clusters Score -1936643 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -1936660.500000 Penalty: 2930.411133
	Iteration 61Q: 3 clusters Score -1936660 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -1936671.000000 Penalty: 2930.411133
	Iteration 62Q: 3 clusters Score -1936671 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -1936675.125000 Penalty: 2930.411133
	Iteration 63Q: 3 clusters Score -1936675 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -1936688.625000 Penalty: 2930.411133
	Iteration 64Q: 3 clusters Score -1936689 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -1936707.625000 Penalty: 2930.411133
	Iteration 65Q: 3 clusters Score -1936708 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -1936718.250000 Penalty: 2930.411133
	Iteration 66Q: 3 clusters Score -1936718 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -1936734.625000 Penalty: 2930.411133
	Iteration 67Q: 3 clusters Score -1936735 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -1936751.625000 Penalty: 2930.411133
	Iteration 68Q: 3 clusters Score -1936752 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -1936768.375000 Penalty: 2930.411133
	Iteration 69Q: 3 clusters Score -1936768 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -1936777.375000 Penalty: 2930.411133
	Iteration 70Q: 3 clusters Score -1936777 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -1936801.875000 Penalty: 2930.411133
	Iteration 71Q: 3 clusters Score -1936802 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -1936817.875000 Penalty: 2930.411133
	Iteration 72Q: 3 clusters Score -1936818 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -1936834.875000 Penalty: 2930.411133
	Iteration 73Q: 3 clusters Score -1936835 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -1936853.000000 Penalty: 2930.411133
	Iteration 74Q: 3 clusters Score -1936853 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -1936876.000000 Penalty: 2930.411133
	Iteration 75Q: 3 clusters Score -1936876 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -1936900.750000 Penalty: 2930.411133
	Iteration 76Q: 3 clusters Score -1936901 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -1936924.250000 Penalty: 2930.411133
	Iteration 77Q: 3 clusters Score -1936924 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -1936955.375000 Penalty: 2930.411133
	Iteration 78Q: 3 clusters Score -1936955 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -1936993.625000 Penalty: 2930.411133
	Iteration 79Q: 3 clusters Score -1936994 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -1937029.500000 Penalty: 2930.411133
	Iteration 80F: 3 clusters Score -1937030 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -1937060.500000 Penalty: 2930.411133
	Iteration 81Q: 3 clusters Score -1937060 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1937087 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -1937108.500000 Penalty: 2930.411133
	Iteration 83Q: 3 clusters Score -1937108 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -1937120.000000 Penalty: 2930.411133
	Iteration 84Q: 3 clusters Score -1937120 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -1937132.250000 Penalty: 2930.411133
	Iteration 85Q: 3 clusters Score -1937132 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -1937145.500000 Penalty: 2930.411133
	Iteration 86Q: 3 clusters Score -1937146 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -1937158.125000 Penalty: 2930.411133
	Iteration 87Q: 3 clusters Score -1937158 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -1937178.250000 Penalty: 2930.411133
	Iteration 88Q: 3 clusters Score -1937178 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -1937187.750000 Penalty: 2930.411133
	Iteration 89Q: 3 clusters Score -1937188 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -1937197.875000 Penalty: 2930.411133
	Iteration 90Q: 3 clusters Score -1937198 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -1937216.375000 Penalty: 2930.411133
	Iteration 91Q: 3 clusters Score -1937216 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -1937227.000000 Penalty: 2930.411133
	Iteration 92Q: 3 clusters Score -1937227 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -1937249.875000 Penalty: 2930.411133
	Iteration 93Q: 3 clusters Score -1937250 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -1937262.750000 Penalty: 2930.411133
	Iteration 94Q: 3 clusters Score -1937263 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -1937275.500000 Penalty: 2930.411133
	Iteration 95Q: 3 clusters Score -1937276 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -1937287.500000 Penalty: 2930.411133
	Iteration 96Q: 3 clusters Score -1937288 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -1937305.500000 Penalty: 2930.411133
	Iteration 97Q: 3 clusters Score -1937306 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -1937318.750000 Penalty: 2930.411133
	Iteration 98Q: 3 clusters Score -1937319 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -1937335.000000 Penalty: 2930.411133
	Iteration 99Q: 3 clusters Score -1937335 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -1937340.375000 Penalty: 2930.411133
	Iteration 100F: 3 clusters Score -1937340 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -1937347.875000 Penalty: 2930.411133
	Iteration 101Q: 3 clusters Score -1937348 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -1937359.375000 Penalty: 2930.411133
	Iteration 102Q: 3 clusters Score -1937359 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -1937363.125000 Penalty: 2930.411133
	Iteration 103Q: 3 clusters Score -1937363 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -1937368.000000 Penalty: 2930.411133
	Iteration 104Q: 3 clusters Score -1937368 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -1937376.875000 Penalty: 2930.411133
	Iteration 105Q: 3 clusters Score -1937377 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -1937387.750000 Penalty: 2930.411133
	Iteration 106Q: 3 clusters Score -1937388 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -1937404.000000 Penalty: 2930.411133
	Iteration 107Q: 3 clusters Score -1937404 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -1937414.250000 Penalty: 2930.411133
	Iteration 108Q: 3 clusters Score -1937414 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -1937423.500000 Penalty: 2930.411133
	Iteration 109Q: 3 clusters Score -1937424 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -1937435.875000 Penalty: 2930.411133
	Iteration 110Q: 3 clusters Score -1937436 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -1937440.125000 Penalty: 2930.411133
	Iteration 111Q: 3 clusters Score -1937440 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -1937452.750000 Penalty: 2930.411133
	Iteration 112Q: 3 clusters Score -1937453 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -1937460.750000 Penalty: 2930.411133
	Iteration 113Q: 3 clusters Score -1937461 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -1937473.125000 Penalty: 2930.411133
	Iteration 114Q: 3 clusters Score -1937473 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -1937487.375000 Penalty: 2930.411133
	Iteration 115Q: 3 clusters Score -1937487 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -1937495.625000 Penalty: 2930.411133
	Iteration 116Q: 3 clusters Score -1937496 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -1937506.875000 Penalty: 2930.411133
	Iteration 117Q: 3 clusters Score -1937507 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -1937517.375000 Penalty: 2930.411133
	Iteration 118Q: 3 clusters Score -1937517 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -1937528.375000 Penalty: 2930.411133
	Iteration 119Q: 3 clusters Score -1937528 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -1937540.250000 Penalty: 2930.411133
	Iteration 120F: 3 clusters Score -1937540 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -1937555.375000 Penalty: 2930.411133
	Iteration 121Q: 3 clusters Score -1937555 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -1937560.750000 Penalty: 2930.411133
	Iteration 122Q: 3 clusters Score -1937561 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -1937570.250000 Penalty: 2930.411133
	Iteration 123Q: 3 clusters Score -1937570 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -1937581.250000 Penalty: 2930.411133
	Iteration 124Q: 3 clusters Score -1937581 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -1937578.500000 Penalty: 2930.411133
	Iteration 125Q: 3 clusters Score -1937578 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -1937578.625000 Penalty: 2930.411133
	Iteration 126Q: 3 clusters Score -1937579 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -1937588.000000 Penalty: 2930.411133
	Iteration 127Q: 3 clusters Score -1937588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -1937594.125000 Penalty: 2930.411133
	Iteration 128Q: 3 clusters Score -1937594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -1937598.375000 Penalty: 2930.411133
	Iteration 129Q: 3 clusters Score -1937598 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -1937600.625000 Penalty: 2930.411133
	Iteration 130Q: 3 clusters Score -1937601 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -1937604.125000 Penalty: 2930.411133
	Iteration 131Q: 3 clusters Score -1937604 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -1937606.000000 Penalty: 2930.411133
	Iteration 132Q: 3 clusters Score -1937606 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -1937611.375000 Penalty: 2930.411133
	Iteration 133Q: 3 clusters Score -1937611 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -1937615.125000 Penalty: 2930.411133
	Iteration 134Q: 3 clusters Score -1937615 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -1937618.125000 Penalty: 2930.411133
	Iteration 135Q: 3 clusters Score -1937618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -1937620.875000 Penalty: 2930.411133
	Iteration 136Q: 3 clusters Score -1937621 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -1937622.000000 Penalty: 2930.411133
	Iteration 137Q: 3 clusters Score -1937622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -1937629.000000 Penalty: 2930.411133
	Iteration 138Q: 3 clusters Score -1937629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -1937629.875000 Penalty: 2930.411133
	Iteration 139Q: 3 clusters Score -1937630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -1937629.125000 Penalty: 2930.411133
	Iteration 140F: 3 clusters Score -1937629 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -1937631.250000 Penalty: 2930.411133
	Iteration 141Q: 3 clusters Score -1937631 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -1937636.500000 Penalty: 2930.411133
	Iteration 142Q: 3 clusters Score -1937636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -1937638.500000 Penalty: 2930.411133
	Iteration 143Q: 3 clusters Score -1937638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -1937639.875000 Penalty: 2930.411133
	Iteration 144Q: 3 clusters Score -1937640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -1937641.000000 Penalty: 2930.411133
	Iteration 145Q: 3 clusters Score -1937641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -1937645.875000 Penalty: 2930.411133
	Iteration 146Q: 3 clusters Score -1937646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -1937648.500000 Penalty: 2930.411133
	Iteration 147Q: 3 clusters Score -1937648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -1937648.750000 Penalty: 2930.411133
	Iteration 148Q: 3 clusters Score -1937649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -1937648.250000 Penalty: 2930.411133
	Iteration 149Q: 3 clusters Score -1937648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -1937648.125000 Penalty: 2930.411133
	Iteration 150Q: 3 clusters Score -1937648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -1937650.125000 Penalty: 2930.411133
	Iteration 151Q: 3 clusters Score -1937650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -1937647.000000 Penalty: 2930.411133
	Iteration 152Q: 3 clusters Score -1937647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -1937648.625000 Penalty: 2930.411133
	Iteration 153Q: 3 clusters Score -1937649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -1937647.875000 Penalty: 2930.411133
	Iteration 154Q: 3 clusters Score -1937648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -1937645.000000 Penalty: 2930.411133
	Iteration 155Q: 3 clusters Score -1937645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -1937647.250000 Penalty: 2930.411133
	Iteration 156Q: 3 clusters Score -1937647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -1937646.625000 Penalty: 2930.411133
	Iteration 157Q: 3 clusters Score -1937647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -1937646.375000 Penalty: 2930.411133
	Iteration 158Q: 3 clusters Score -1937646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -1937651.750000 Penalty: 2930.411133
	Iteration 159Q: 3 clusters Score -1937652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -1937651.750000 Penalty: 2930.411133
	Iteration 160F: 3 clusters Score -1937652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (37747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37747 members 
Entering Unmasked Estep 
Score: -3920970.750000 Penalty: 1568.152832
	Iteration 0F: 2 clusters Score -3920971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -3896363.500000 Penalty: 3136.305664
	Iteration 0F: 3 clusters Score -3896364 nChanged 17303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -3905800.750000 Penalty: 3136.305664
	Iteration 1F: 3 clusters Score -3905801 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -3906431.250000 Penalty: 3136.305664
	Iteration 2Q: 3 clusters Score -3906431 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -3907062.750000 Penalty: 3136.305664
	Iteration 3Q: 3 clusters Score -3907063 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -3907723.500000 Penalty: 3136.305664
	Iteration 4Q: 3 clusters Score -3907724 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -3908464.750000 Penalty: 3136.305664
	Iteration 5Q: 3 clusters Score -3908465 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -3909375.250000 Penalty: 3136.305664
	Iteration 6F: 3 clusters Score -3909375 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -3910388.250000 Penalty: 3136.305664
	Iteration 7F: 3 clusters Score -3910388 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -3911507.000000 Penalty: 3136.305664
	Iteration 8F: 3 clusters Score -3911507 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26941 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -3912632.500000 Penalty: 3136.305664
	Iteration 9F: 3 clusters Score -3912632 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28618 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -3913697.000000 Penalty: 3136.305664
	Iteration 10F: 3 clusters Score -3913697 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30280 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -3914806.250000 Penalty: 3136.305664
	Iteration 11Q: 3 clusters Score -3914806 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31866 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -3915870.000000 Penalty: 3136.305664
	Iteration 12Q: 3 clusters Score -3915870 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33311 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -3916861.000000 Penalty: 3136.305664
	Iteration 13Q: 3 clusters Score -3916861 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34507 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -3917699.750000 Penalty: 3136.305664
	Iteration 14Q: 3 clusters Score -3917700 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35423 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -3918323.500000 Penalty: 3136.305664
	Iteration 15Q: 3 clusters Score -3918324 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36097 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -3918802.000000 Penalty: 3136.305664
	Iteration 16Q: 3 clusters Score -3918802 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36545 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -3919103.500000 Penalty: 3136.305664
	Iteration 17Q: 3 clusters Score -3919104 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36817 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -3919305.750000 Penalty: 3136.305664
	Iteration 18Q: 3 clusters Score -3919306 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36999 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3919422.500000 Penalty: 3136.305664
	Iteration 19Q: 3 clusters Score -3919422 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37112 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3919508.750000 Penalty: 3136.305664
	Iteration 20F: 3 clusters Score -3919509 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37193 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3919591.500000 Penalty: 3136.305664
	Iteration 21Q: 3 clusters Score -3919592 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37241 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -3919652.500000 Penalty: 3136.305664
	Iteration 22Q: 3 clusters Score -3919652 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37279 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3919689.500000 Penalty: 3136.305664
	Iteration 23Q: 3 clusters Score -3919690 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37301 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3919724.000000 Penalty: 3136.305664
	Iteration 24Q: 3 clusters Score -3919724 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37318 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -3919741.750000 Penalty: 3136.305664
	Iteration 25Q: 3 clusters Score -3919742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37332 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -3919763.000000 Penalty: 3136.305664
	Iteration 26Q: 3 clusters Score -3919763 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37341 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3919770.000000 Penalty: 3136.305664
	Iteration 27Q: 3 clusters Score -3919770 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37349 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -3919782.500000 Penalty: 3136.305664
	Iteration 28Q: 3 clusters Score -3919782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37360 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -3919789.250000 Penalty: 3136.305664
	Iteration 29Q: 3 clusters Score -3919789 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37363 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3919797.750000 Penalty: 3136.305664
	Iteration 30Q: 3 clusters Score -3919798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37366 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3919805.750000 Penalty: 3136.305664
	Iteration 31Q: 3 clusters Score -3919806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37368 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3919806.500000 Penalty: 3136.305664
	Iteration 32Q: 3 clusters Score -3919806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37370 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3919812.500000 Penalty: 3136.305664
	Iteration 33Q: 3 clusters Score -3919812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37371 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -3919811.000000 Penalty: 3136.305664
	Iteration 34Q: 3 clusters Score -3919811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37371 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -3919811.000000 Penalty: 3136.305664
	Iteration 35F: 3 clusters Score -3919811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Entering Unmasked Estep 
Score: -1727462.875000 Penalty: 1444.824463
	Iteration 0F: 2 clusters Score -1727463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1716590.750000 Penalty: 2889.648926
	Iteration 0F: 3 clusters Score -1716591 nChanged 7184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1720498.000000 Penalty: 2889.648926
	Iteration 1F: 3 clusters Score -1720498 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1720979.875000 Penalty: 2889.648926
	Iteration 2F: 3 clusters Score -1720980 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1721363.125000 Penalty: 2889.648926
	Iteration 3F: 3 clusters Score -1721363 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1721622.250000 Penalty: 2889.648926
	Iteration 4Q: 3 clusters Score -1721622 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1721861.625000 Penalty: 2889.648926
	Iteration 5Q: 3 clusters Score -1721862 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1722070.875000 Penalty: 2889.648926
	Iteration 6Q: 3 clusters Score -1722071 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1722264.250000 Penalty: 2889.648926
	Iteration 7Q: 3 clusters Score -1722264 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1722458.375000 Penalty: 2889.648926
	Iteration 8Q: 3 clusters Score -1722458 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1722657.625000 Penalty: 2889.648926
	Iteration 9Q: 3 clusters Score -1722658 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1722848.875000 Penalty: 2889.648926
	Iteration 10Q: 3 clusters Score -1722849 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1723035.500000 Penalty: 2889.648926
	Iteration 11Q: 3 clusters Score -1723036 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1723229.000000 Penalty: 2889.648926
	Iteration 12Q: 3 clusters Score -1723229 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1723423.875000 Penalty: 2889.648926
	Iteration 13Q: 3 clusters Score -1723424 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1723602.000000 Penalty: 2889.648926
	Iteration 14Q: 3 clusters Score -1723602 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1723793.750000 Penalty: 2889.648926
	Iteration 15Q: 3 clusters Score -1723794 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1724012.250000 Penalty: 2889.648926
	Iteration 16Q: 3 clusters Score -1724012 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1724232.000000 Penalty: 2889.648926
	Iteration 17Q: 3 clusters Score -1724232 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1724448.125000 Penalty: 2889.648926
	Iteration 18Q: 3 clusters Score -1724448 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1724694.000000 Penalty: 2889.648926
	Iteration 19Q: 3 clusters Score -1724694 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1724911.375000 Penalty: 2889.648926
	Iteration 20F: 3 clusters Score -1724911 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1725158.375000 Penalty: 2889.648926
	Iteration 21Q: 3 clusters Score -1725158 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1725404.375000 Penalty: 2889.648926
	Iteration 22Q: 3 clusters Score -1725404 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1725638.250000 Penalty: 2889.648926
	Iteration 23Q: 3 clusters Score -1725638 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1725876.000000 Penalty: 2889.648926
	Iteration 24Q: 3 clusters Score -1725876 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1726048.875000 Penalty: 2889.648926
	Iteration 25Q: 3 clusters Score -1726049 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1726152.125000 Penalty: 2889.648926
	Iteration 26Q: 3 clusters Score -1726152 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1726224.875000 Penalty: 2889.648926
	Iteration 27Q: 3 clusters Score -1726225 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1726273.250000 Penalty: 2889.648926
	Iteration 28Q: 3 clusters Score -1726273 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1726319.250000 Penalty: 2889.648926
	Iteration 29Q: 3 clusters Score -1726319 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1726354.000000 Penalty: 2889.648926
	Iteration 30Q: 3 clusters Score -1726354 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1726388.875000 Penalty: 2889.648926
	Iteration 31Q: 3 clusters Score -1726389 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1726414.750000 Penalty: 2889.648926
	Iteration 32Q: 3 clusters Score -1726415 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1726439.375000 Penalty: 2889.648926
	Iteration 33Q: 3 clusters Score -1726439 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1726450.375000 Penalty: 2889.648926
	Iteration 34Q: 3 clusters Score -1726450 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1726459.625000 Penalty: 2889.648926
	Iteration 35Q: 3 clusters Score -1726460 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1726477.875000 Penalty: 2889.648926
	Iteration 36Q: 3 clusters Score -1726478 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1726492.375000 Penalty: 2889.648926
	Iteration 37Q: 3 clusters Score -1726492 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1726496.500000 Penalty: 2889.648926
	Iteration 38Q: 3 clusters Score -1726496 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1726503.125000 Penalty: 2889.648926
	Iteration 39Q: 3 clusters Score -1726503 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1726509.250000 Penalty: 2889.648926
	Iteration 40F: 3 clusters Score -1726509 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1726523.125000 Penalty: 2889.648926
	Iteration 41Q: 3 clusters Score -1726523 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1726526.875000 Penalty: 2889.648926
	Iteration 42Q: 3 clusters Score -1726527 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1726534.875000 Penalty: 2889.648926
	Iteration 43Q: 3 clusters Score -1726535 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1726537.875000 Penalty: 2889.648926
	Iteration 44Q: 3 clusters Score -1726538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1726542.250000 Penalty: 2889.648926
	Iteration 45Q: 3 clusters Score -1726542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1726550.125000 Penalty: 2889.648926
	Iteration 46Q: 3 clusters Score -1726550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1726555.125000 Penalty: 2889.648926
	Iteration 47Q: 3 clusters Score -1726555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1726557.375000 Penalty: 2889.648926
	Iteration 48Q: 3 clusters Score -1726557 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1726562.875000 Penalty: 2889.648926
	Iteration 49Q: 3 clusters Score -1726563 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1726565.875000 Penalty: 2889.648926
	Iteration 50Q: 3 clusters Score -1726566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1726568.500000 Penalty: 2889.648926
	Iteration 51Q: 3 clusters Score -1726568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1726568.000000 Penalty: 2889.648926
	Iteration 52Q: 3 clusters Score -1726568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1726564.750000 Penalty: 2889.648926
	Iteration 53Q: 3 clusters Score -1726565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1726569.000000 Penalty: 2889.648926
	Iteration 54Q: 3 clusters Score -1726569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1726569.500000 Penalty: 2889.648926
	Iteration 55Q: 3 clusters Score -1726570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1726570.750000 Penalty: 2889.648926
	Iteration 56Q: 3 clusters Score -1726571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1726571.500000 Penalty: 2889.648926
	Iteration 57Q: 3 clusters Score -1726572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1726572.875000 Penalty: 2889.648926
	Iteration 58Q: 3 clusters Score -1726573 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1726572.875000 Penalty: 2889.648926
	Iteration 59F: 3 clusters Score -1726573 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (22187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Entering Unmasked Estep 
Score: -2093709.000000 Penalty: 1489.080688
	Iteration 0F: 2 clusters Score -2093709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -2079212.125000 Penalty: 2978.161377
	Iteration 0F: 3 clusters Score -2079212 nChanged 9829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -2084601.125000 Penalty: 2978.161377
	Iteration 1F: 3 clusters Score -2084601 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -2085189.375000 Penalty: 2978.161377
	Iteration 2F: 3 clusters Score -2085189 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -2085719.625000 Penalty: 2978.161377
	Iteration 3F: 3 clusters Score -2085720 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -2086248.000000 Penalty: 2978.161377
	Iteration 4Q: 3 clusters Score -2086248 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -2086754.000000 Penalty: 2978.161377
	Iteration 5Q: 3 clusters Score -2086754 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -2087279.625000 Penalty: 2978.161377
	Iteration 6Q: 3 clusters Score -2087280 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -2087813.000000 Penalty: 2978.161377
	Iteration 7Q: 3 clusters Score -2087813 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -2088388.250000 Penalty: 2978.161377
	Iteration 8Q: 3 clusters Score -2088388 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -2088903.875000 Penalty: 2978.161377
	Iteration 9Q: 3 clusters Score -2088904 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -2089461.375000 Penalty: 2978.161377
	Iteration 10Q: 3 clusters Score -2089461 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -2089960.125000 Penalty: 2978.161377
	Iteration 11Q: 3 clusters Score -2089960 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -2090425.875000 Penalty: 2978.161377
	Iteration 12Q: 3 clusters Score -2090426 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -2090840.625000 Penalty: 2978.161377
	Iteration 13Q: 3 clusters Score -2090841 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -2091139.250000 Penalty: 2978.161377
	Iteration 14Q: 3 clusters Score -2091139 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -2091398.875000 Penalty: 2978.161377
	Iteration 15Q: 3 clusters Score -2091399 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -2091622.125000 Penalty: 2978.161377
	Iteration 16Q: 3 clusters Score -2091622 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2091801.875000 Penalty: 2978.161377
	Iteration 17Q: 3 clusters Score -2091802 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2091940.500000 Penalty: 2978.161377
	Iteration 18Q: 3 clusters Score -2091940 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2092045.875000 Penalty: 2978.161377
	Iteration 19Q: 3 clusters Score -2092046 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2092131.500000 Penalty: 2978.161377
	Iteration 20F: 3 clusters Score -2092132 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2092204.750000 Penalty: 2978.161377
	Iteration 21Q: 3 clusters Score -2092205 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2092280.875000 Penalty: 2978.161377
	Iteration 22Q: 3 clusters Score -2092281 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2092340.500000 Penalty: 2978.161377
	Iteration 23Q: 3 clusters Score -2092340 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2092389.500000 Penalty: 2978.161377
	Iteration 24Q: 3 clusters Score -2092390 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2092432.125000 Penalty: 2978.161377
	Iteration 25Q: 3 clusters Score -2092432 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2092457.500000 Penalty: 2978.161377
	Iteration 26Q: 3 clusters Score -2092458 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2092482.375000 Penalty: 2978.161377
	Iteration 27Q: 3 clusters Score -2092482 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2092497.750000 Penalty: 2978.161377
	Iteration 28Q: 3 clusters Score -2092498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2092505.000000 Penalty: 2978.161377
	Iteration 29Q: 3 clusters Score -2092505 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2092508.875000 Penalty: 2978.161377
	Iteration 30Q: 3 clusters Score -2092509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2092515.125000 Penalty: 2978.161377
	Iteration 31Q: 3 clusters Score -2092515 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2092524.375000 Penalty: 2978.161377
	Iteration 32Q: 3 clusters Score -2092524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2092523.000000 Penalty: 2978.161377
	Iteration 33Q: 3 clusters Score -2092523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2092525.000000 Penalty: 2978.161377
	Iteration 34Q: 3 clusters Score -2092525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2092526.125000 Penalty: 2978.161377
	Iteration 35Q: 3 clusters Score -2092526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2092525.375000 Penalty: 2978.161377
	Iteration 36Q: 3 clusters Score -2092525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2092529.625000 Penalty: 2978.161377
	Iteration 37Q: 3 clusters Score -2092530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21635 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2092534.125000 Penalty: 2978.161377
	Iteration 38Q: 3 clusters Score -2092534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2092541.625000 Penalty: 2978.161377
	Iteration 39Q: 3 clusters Score -2092542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2092546.125000 Penalty: 2978.161377
	Iteration 40F: 3 clusters Score -2092546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21656 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2092553.875000 Penalty: 2978.161377
	Iteration 41Q: 3 clusters Score -2092554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2092557.625000 Penalty: 2978.161377
	Iteration 42Q: 3 clusters Score -2092558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2092560.750000 Penalty: 2978.161377
	Iteration 43Q: 3 clusters Score -2092561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2092564.125000 Penalty: 2978.161377
	Iteration 44Q: 3 clusters Score -2092564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2092563.500000 Penalty: 2978.161377
	Iteration 45Q: 3 clusters Score -2092564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2092562.250000 Penalty: 2978.161377
	Iteration 46Q: 3 clusters Score -2092562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2092565.375000 Penalty: 2978.161377
	Iteration 47Q: 3 clusters Score -2092565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2092565.875000 Penalty: 2978.161377
	Iteration 48Q: 3 clusters Score -2092566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2092565.875000 Penalty: 2978.161377
	Iteration 49F: 3 clusters Score -2092566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (28240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28240 members 
Entering Unmasked Estep 
Score: -2763375.750000 Penalty: 1524.976074
	Iteration 0F: 2 clusters Score -2763376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -2744851.500000 Penalty: 3049.952148
	Iteration 0F: 3 clusters Score -2744852 nChanged 12720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -2751796.250000 Penalty: 3049.952148
	Iteration 1F: 3 clusters Score -2751796 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -2752415.000000 Penalty: 3049.952148
	Iteration 2F: 3 clusters Score -2752415 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -2753071.250000 Penalty: 3049.952148
	Iteration 3F: 3 clusters Score -2753071 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -2753835.000000 Penalty: 3049.952148
	Iteration 4F: 3 clusters Score -2753835 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -2754726.500000 Penalty: 3049.952148
	Iteration 5F: 3 clusters Score -2754726 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -2755761.000000 Penalty: 3049.952148
	Iteration 6F: 3 clusters Score -2755761 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -2756808.250000 Penalty: 3049.952148
	Iteration 7F: 3 clusters Score -2756808 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -2757871.750000 Penalty: 3049.952148
	Iteration 8F: 3 clusters Score -2757872 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -2758854.250000 Penalty: 3049.952148
	Iteration 9F: 3 clusters Score -2758854 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -2759777.250000 Penalty: 3049.952148
	Iteration 10F: 3 clusters Score -2759777 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -2760526.500000 Penalty: 3049.952148
	Iteration 11Q: 3 clusters Score -2760526 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -2761064.000000 Penalty: 3049.952148
	Iteration 12Q: 3 clusters Score -2761064 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -2761364.000000 Penalty: 3049.952148
	Iteration 13Q: 3 clusters Score -2761364 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -2761559.750000 Penalty: 3049.952148
	Iteration 14Q: 3 clusters Score -2761560 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -2761664.250000 Penalty: 3049.952148
	Iteration 15Q: 3 clusters Score -2761664 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -2761763.000000 Penalty: 3049.952148
	Iteration 16Q: 3 clusters Score -2761763 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -2761818.000000 Penalty: 3049.952148
	Iteration 17Q: 3 clusters Score -2761818 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -2761887.750000 Penalty: 3049.952148
	Iteration 18Q: 3 clusters Score -2761888 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -2761916.000000 Penalty: 3049.952148
	Iteration 19Q: 3 clusters Score -2761916 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -2761966.000000 Penalty: 3049.952148
	Iteration 20F: 3 clusters Score -2761966 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -2761996.500000 Penalty: 3049.952148
	Iteration 21Q: 3 clusters Score -2761996 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -2762014.500000 Penalty: 3049.952148
	Iteration 22Q: 3 clusters Score -2762014 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -2762021.750000 Penalty: 3049.952148
	Iteration 23Q: 3 clusters Score -2762022 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -2762032.500000 Penalty: 3049.952148
	Iteration 24Q: 3 clusters Score -2762032 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -2762064.750000 Penalty: 3049.952148
	Iteration 25Q: 3 clusters Score -2762065 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -2762085.750000 Penalty: 3049.952148
	Iteration 26Q: 3 clusters Score -2762086 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -2762097.250000 Penalty: 3049.952148
	Iteration 27Q: 3 clusters Score -2762097 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -2762109.250000 Penalty: 3049.952148
	Iteration 28Q: 3 clusters Score -2762109 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2762108 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -2762125.500000 Penalty: 3049.952148
	Iteration 30Q: 3 clusters Score -2762126 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -2762149.000000 Penalty: 3049.952148
	Iteration 31Q: 3 clusters Score -2762149 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -2762166.500000 Penalty: 3049.952148
	Iteration 32Q: 3 clusters Score -2762166 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -2762188.250000 Penalty: 3049.952148
	Iteration 33Q: 3 clusters Score -2762188 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -2762200.750000 Penalty: 3049.952148
	Iteration 34Q: 3 clusters Score -2762201 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -2762223.250000 Penalty: 3049.952148
	Iteration 35Q: 3 clusters Score -2762223 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -2762244.500000 Penalty: 3049.952148
	Iteration 36Q: 3 clusters Score -2762244 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2762257 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2762267 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2762288 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2762314 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2762340 nChanged 133
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2762374 nChanged 146
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2762394 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2762427 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2762456 nChanged 182
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Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2762483 nChanged 181
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2762535 nChanged 201
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Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2762586 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2762636 nChanged 229
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2762705 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2762764 nChanged 251
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2762836 nChanged 220
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Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2762886 nChanged 190
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Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2762922 nChanged 189
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Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 9001 members 
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	Iteration 55Q: 3 clusters Score -2762964 nChanged 175
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Mstep: Class 1 contains 19410 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2763027 nChanged 149
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Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 8683 members 
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	Iteration 57Q: 3 clusters Score -2763046 nChanged 147
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Mstep: Class 1 contains 19700 members 
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	Iteration 58Q: 3 clusters Score -2763068 nChanged 143
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Mstep: Class 1 contains 19839 members 
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	Iteration 59Q: 3 clusters Score -2763080 nChanged 146
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Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2763102 nChanged 140
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Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 8119 members 
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	Iteration 61Q: 3 clusters Score -2763126 nChanged 137
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Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 7982 members 
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	Iteration 62Q: 3 clusters Score -2763148 nChanged 124
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Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 7858 members 
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	Iteration 63Q: 3 clusters Score -2763172 nChanged 101
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Mstep: Class 1 contains 20477 members 
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	Iteration 64Q: 3 clusters Score -2763189 nChanged 111
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Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2763222 nChanged 101
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Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2763233 nChanged 92
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Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2763249 nChanged 84
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Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 7377 members 
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	Iteration 68Q: 3 clusters Score -2763274 nChanged 74
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Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 7305 members 
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	Iteration 69Q: 3 clusters Score -2763280 nChanged 75
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Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 7230 members 
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	Iteration 70Q: 3 clusters Score -2763282 nChanged 69
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Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 7161 members 
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	Iteration 71Q: 3 clusters Score -2763298 nChanged 76
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Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 7085 members 
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	Iteration 72Q: 3 clusters Score -2763308 nChanged 61
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Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 7026 members 
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	Iteration 73Q: 3 clusters Score -2763308 nChanged 39
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Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2763312 nChanged 41
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Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2763318 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2763320 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2763327 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2763334 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21433 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -2763343.250000 Penalty: 3049.952148
	Iteration 79Q: 3 clusters Score -2763343 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -2763351.500000 Penalty: 3049.952148
	Iteration 80F: 3 clusters Score -2763352 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 6730 members 
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	Iteration 81Q: 3 clusters Score -2763348 nChanged 44
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Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2763359 nChanged 49
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Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 6643 members 
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	Iteration 83Q: 3 clusters Score -2763364 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21645 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2763382 nChanged 51
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Mstep: Class 1 contains 21696 members 
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	Iteration 85Q: 3 clusters Score -2763392 nChanged 40
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Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2763395 nChanged 47
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Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -2763402.000000 Penalty: 3049.952148
	Iteration 87Q: 3 clusters Score -2763402 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2763407 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2763414 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2763430 nChanged 64
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Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -2763440.250000 Penalty: 3049.952148
	Iteration 91Q: 3 clusters Score -2763440 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2763456 nChanged 67
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Mstep: Class 1 contains 22072 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2763473 nChanged 56
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Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2763485 nChanged 48
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Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 6104 members 
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	Iteration 95Q: 3 clusters Score -2763483 nChanged 52
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Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 6060 members 
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	Iteration 96Q: 3 clusters Score -2763494 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2763507 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -2763525.750000 Penalty: 3049.952148
	Iteration 98Q: 3 clusters Score -2763526 nChanged 49
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Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -2763531.250000 Penalty: 3049.952148
	Iteration 99Q: 3 clusters Score -2763531 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -2763541.750000 Penalty: 3049.952148
	Iteration 100F: 3 clusters Score -2763542 nChanged 42
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Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2763546 nChanged 31
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Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -2763560.250000 Penalty: 3049.952148
	Iteration 102Q: 3 clusters Score -2763560 nChanged 36
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Mstep: Class 1 contains 22400 members 
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Entering Unmasked Estep 
Score: -2763569.250000 Penalty: 3049.952148
	Iteration 103Q: 3 clusters Score -2763569 nChanged 32
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Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2763575 nChanged 21
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Mstep: Class 1 contains 22419 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2763583 nChanged 23
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2763578 nChanged 24
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2763580 nChanged 15
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2763577 nChanged 13
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Mstep: Class 1 contains 22430 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2763570 nChanged 14
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Mstep: Class 1 contains 22436 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2763580 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -2763582.750000 Penalty: 3049.952148
	Iteration 111Q: 3 clusters Score -2763583 nChanged 13
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Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2763582 nChanged 11
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Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2763588 nChanged 7
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2763586 nChanged 4
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2763585 nChanged 2
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2763585 nChanged 3
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2763583 nChanged 1
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2763582 nChanged 1
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2763582 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22448 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2763582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61581 members 
Mstep: Class 2 contains 10443 members 
Mstep: Class 3 contains 6980 members 
Mstep: Class 4 contains 47981 members 
Mstep: Class 5 contains 8314 members 
Mstep: Class 6 contains 11323 members 
Mstep: Class 7 contains 56021 members 
Mstep: Class 8 contains 10551 members 
Mstep: Class 9 contains 11015 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7481 members 
Mstep: Class 13 contains 18898 members 
Mstep: Class 14 contains 37747 members 
Mstep: Class 15 contains 16479 members 
Mstep: Class 16 contains 22187 members 
Mstep: Class 17 contains 22448 members 
Mstep: Class 18 contains 19730 members 
Mstep: Class 19 contains 1516 members 
Mstep: Class 20 contains 198800 members 
Mstep: Class 21 contains 12191 members 
Mstep: Class 22 contains 1776 members 
Mstep: Class 23 contains 6254 members 
Mstep: Class 24 contains 2163 members 
Mstep: Class 25 contains 36577 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14834 members 
Mstep: Class 28 contains 19765 members 
Mstep: Class 29 contains 37485 members 
Mstep: Class 30 contains 10783 members 
Mstep: Class 31 contains 9177 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 7998 members 
Mstep: Class 34 contains 4036 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1605 members 
Mstep: Class 37 contains 4277 members 
Mstep: Class 38 contains 3414 members 
Mstep: Class 39 contains 34044 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2520 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1947 members 
Mstep: Class 46 contains 1287 members 
Mstep: Class 47 contains 11652 members 
Mstep: Class 48 contains 1768 members 
Mstep: Class 49 contains 1378 members 
Mstep: Class 50 contains 20970 members 
Mstep: Class 51 contains 965 members 
Mstep: Class 52 contains 4612 members 
Mstep: Class 53 contains 5792 members 
Entering Unmasked Estep 
Score: -88131464.000000 Penalty: 108122.062500
Splitting cluster 17 changes total score from -88131712.000000 to -88131464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (19730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Entering Unmasked Estep 
Score: -2051859.000000 Penalty: 1471.616455
	Iteration 0F: 2 clusters Score -2051859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -2038999.000000 Penalty: 2943.232910
	Iteration 0F: 3 clusters Score -2038999 nChanged 8700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -2043650.500000 Penalty: 2943.232910
	Iteration 1F: 3 clusters Score -2043650 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -2044072.750000 Penalty: 2943.232910
	Iteration 2F: 3 clusters Score -2044073 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -2044514.875000 Penalty: 2943.232910
	Iteration 3F: 3 clusters Score -2044515 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -2045130.250000 Penalty: 2943.232910
	Iteration 4F: 3 clusters Score -2045130 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -2045999.250000 Penalty: 2943.232910
	Iteration 5F: 3 clusters Score -2045999 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -2047068.625000 Penalty: 2943.232910
	Iteration 6F: 3 clusters Score -2047069 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -2048146.500000 Penalty: 2943.232910
	Iteration 7F: 3 clusters Score -2048146 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -2049071.875000 Penalty: 2943.232910
	Iteration 8F: 3 clusters Score -2049072 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2049729.750000 Penalty: 2943.232910
	Iteration 9Q: 3 clusters Score -2049730 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2050135.125000 Penalty: 2943.232910
	Iteration 10Q: 3 clusters Score -2050135 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2050376.750000 Penalty: 2943.232910
	Iteration 11Q: 3 clusters Score -2050377 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2050499.500000 Penalty: 2943.232910
	Iteration 12Q: 3 clusters Score -2050500 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2050578.375000 Penalty: 2943.232910
	Iteration 13Q: 3 clusters Score -2050578 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2050646.000000 Penalty: 2943.232910
	Iteration 14Q: 3 clusters Score -2050646 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2050672.125000 Penalty: 2943.232910
	Iteration 15Q: 3 clusters Score -2050672 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2050690.875000 Penalty: 2943.232910
	Iteration 16Q: 3 clusters Score -2050691 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2050703.625000 Penalty: 2943.232910
	Iteration 17Q: 3 clusters Score -2050704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2050719.500000 Penalty: 2943.232910
	Iteration 18Q: 3 clusters Score -2050720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2050725.750000 Penalty: 2943.232910
	Iteration 19Q: 3 clusters Score -2050726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2050728.750000 Penalty: 2943.232910
	Iteration 20F: 3 clusters Score -2050729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2050733.250000 Penalty: 2943.232910
	Iteration 21Q: 3 clusters Score -2050733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2050733.125000 Penalty: 2943.232910
	Iteration 22Q: 3 clusters Score -2050733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2050733.125000 Penalty: 2943.232910
	Iteration 23F: 3 clusters Score -2050733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Entering Unmasked Estep 
Score: -133894.500000 Penalty: 1089.786011
	Iteration 0F: 2 clusters Score -133894.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -132419.281250 Penalty: 2179.572021
	Iteration 0F: 3 clusters Score -132419.3 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -132898.968750 Penalty: 2179.572021
	Iteration 1F: 3 clusters Score -132899 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -133011.062500 Penalty: 2179.572021
	Iteration 2F: 3 clusters Score -133011.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -133062.421875 Penalty: 2179.572021
	Iteration 3Q: 3 clusters Score -133062.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -133088.015625 Penalty: 2179.572021
	Iteration 4Q: 3 clusters Score -133088 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -133103.484375 Penalty: 2179.572021
	Iteration 5Q: 3 clusters Score -133103.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -133120.750000 Penalty: 2179.572021
	Iteration 6Q: 3 clusters Score -133120.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -133133.375000 Penalty: 2179.572021
	Iteration 7Q: 3 clusters Score -133133.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -133143.828125 Penalty: 2179.572021
	Iteration 8Q: 3 clusters Score -133143.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -133151.031250 Penalty: 2179.572021
	Iteration 9Q: 3 clusters Score -133151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -133154.734375 Penalty: 2179.572021
	Iteration 10Q: 3 clusters Score -133154.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -133158.375000 Penalty: 2179.572021
	Iteration 11Q: 3 clusters Score -133158.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -133163.671875 Penalty: 2179.572021
	Iteration 12Q: 3 clusters Score -133163.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -133170.687500 Penalty: 2179.572021
	Iteration 13Q: 3 clusters Score -133170.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -133179.781250 Penalty: 2179.572021
	Iteration 14Q: 3 clusters Score -133179.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -133186.328125 Penalty: 2179.572021
	Iteration 15Q: 3 clusters Score -133186.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -133191.296875 Penalty: 2179.572021
	Iteration 16Q: 3 clusters Score -133191.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -133194.562500 Penalty: 2179.572021
	Iteration 17Q: 3 clusters Score -133194.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -133198.218750 Penalty: 2179.572021
	Iteration 18Q: 3 clusters Score -133198.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -133201.093750 Penalty: 2179.572021
	Iteration 19Q: 3 clusters Score -133201.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -133207.734375 Penalty: 2179.572021
	Iteration 20F: 3 clusters Score -133207.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -133214.062500 Penalty: 2179.572021
	Iteration 21Q: 3 clusters Score -133214.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -133218.671875 Penalty: 2179.572021
	Iteration 22Q: 3 clusters Score -133218.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -133225.390625 Penalty: 2179.572021
	Iteration 23Q: 3 clusters Score -133225.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -133229.937500 Penalty: 2179.572021
	Iteration 24Q: 3 clusters Score -133229.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -133232.078125 Penalty: 2179.572021
	Iteration 25Q: 3 clusters Score -133232.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -133232.734375 Penalty: 2179.572021
	Iteration 26Q: 3 clusters Score -133232.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -133233.281250 Penalty: 2179.572021
	Iteration 27Q: 3 clusters Score -133233.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -133233.718750 Penalty: 2179.572021
	Iteration 28Q: 3 clusters Score -133233.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -133233.718750 Penalty: 2179.572021
	Iteration 29F: 3 clusters Score -133233.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (198800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198800 members 
Entering Unmasked Estep 
Score: -19916928.000000 Penalty: 1815.368042
	Iteration 0F: 2 clusters Score -1.991693e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99566 members 
Mstep: Class 2 contains 99234 members 
Entering Unmasked Estep 
Score: -19785026.000000 Penalty: 3630.736084
	Iteration 0F: 3 clusters Score -1.978503e+07 nChanged 95659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103943 members 
Mstep: Class 2 contains 94857 members 
Entering Unmasked Estep 
Score: -19842136.000000 Penalty: 3630.736084
	Iteration 1F: 3 clusters Score -1.984214e+07 nChanged 8005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107210 members 
Mstep: Class 2 contains 91590 members 
Entering Unmasked Estep 
Score: -19845032.000000 Penalty: 3630.736084
	Iteration 2Q: 3 clusters Score -1.984503e+07 nChanged 9685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112095 members 
Mstep: Class 2 contains 86705 members 
Entering Unmasked Estep 
Score: -19849120.000000 Penalty: 3630.736084
	Iteration 3Q: 3 clusters Score -1.984912e+07 nChanged 11353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118896 members 
Mstep: Class 2 contains 79904 members 
Entering Unmasked Estep 
Score: -19854910.000000 Penalty: 3630.736084
	Iteration 4F: 3 clusters Score -1.985491e+07 nChanged 12876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127542 members 
Mstep: Class 2 contains 71258 members 
Entering Unmasked Estep 
Score: -19862314.000000 Penalty: 3630.736084
	Iteration 5F: 3 clusters Score -1.986231e+07 nChanged 13259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137339 members 
Mstep: Class 2 contains 61461 members 
Entering Unmasked Estep 
Score: -19870820.000000 Penalty: 3630.736084
	Iteration 6F: 3 clusters Score -1.987082e+07 nChanged 12736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147555 members 
Mstep: Class 2 contains 51245 members 
Entering Unmasked Estep 
Score: -19879744.000000 Penalty: 3630.736084
	Iteration 7F: 3 clusters Score -1.987974e+07 nChanged 11095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156996 members 
Mstep: Class 2 contains 41804 members 
Entering Unmasked Estep 
Score: -19888366.000000 Penalty: 3630.736084
	Iteration 8F: 3 clusters Score -1.988837e+07 nChanged 9092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165064 members 
Mstep: Class 2 contains 33736 members 
Entering Unmasked Estep 
Score: -19895406.000000 Penalty: 3630.736084
	Iteration 9Q: 3 clusters Score -1.989541e+07 nChanged 6885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171179 members 
Mstep: Class 2 contains 27621 members 
Entering Unmasked Estep 
Score: -19900758.000000 Penalty: 3630.736084
	Iteration 10Q: 3 clusters Score -1.990076e+07 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175736 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -19904354.000000 Penalty: 3630.736084
	Iteration 11Q: 3 clusters Score -1.990435e+07 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179121 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -19906662.000000 Penalty: 3630.736084
	Iteration 12Q: 3 clusters Score -1.990666e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181939 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -19908226.000000 Penalty: 3630.736084
	Iteration 13Q: 3 clusters Score -1.990823e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184379 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -19909436.000000 Penalty: 3630.736084
	Iteration 14Q: 3 clusters Score -1.990944e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186535 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -19910508.000000 Penalty: 3630.736084
	Iteration 15Q: 3 clusters Score -1.991051e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188497 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -19911500.000000 Penalty: 3630.736084
	Iteration 16Q: 3 clusters Score -1.99115e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190180 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -19912324.000000 Penalty: 3630.736084
	Iteration 17Q: 3 clusters Score -1.991232e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191599 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -19913040.000000 Penalty: 3630.736084
	Iteration 18Q: 3 clusters Score -1.991304e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192798 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -19913628.000000 Penalty: 3630.736084
	Iteration 19Q: 3 clusters Score -1.991363e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193750 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -19914154.000000 Penalty: 3630.736084
	Iteration 20F: 3 clusters Score -1.991415e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194540 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -19914476.000000 Penalty: 3630.736084
	Iteration 21Q: 3 clusters Score -1.991448e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195169 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -19914742.000000 Penalty: 3630.736084
	Iteration 22Q: 3 clusters Score -1.991474e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195662 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -19915044.000000 Penalty: 3630.736084
	Iteration 23Q: 3 clusters Score -1.991504e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196033 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -19915184.000000 Penalty: 3630.736084
	Iteration 24Q: 3 clusters Score -1.991518e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196285 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -19915260.000000 Penalty: 3630.736084
	Iteration 25Q: 3 clusters Score -1.991526e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196491 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -19915312.000000 Penalty: 3630.736084
	Iteration 26Q: 3 clusters Score -1.991531e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196642 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -19915380.000000 Penalty: 3630.736084
	Iteration 27Q: 3 clusters Score -1.991538e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196787 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -19915398.000000 Penalty: 3630.736084
	Iteration 28Q: 3 clusters Score -1.99154e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196907 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -19915480.000000 Penalty: 3630.736084
	Iteration 29Q: 3 clusters Score -1.991548e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197013 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -19915492.000000 Penalty: 3630.736084
	Iteration 30Q: 3 clusters Score -1.991549e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197105 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -19915518.000000 Penalty: 3630.736084
	Iteration 31Q: 3 clusters Score -1.991552e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197179 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -19915560.000000 Penalty: 3630.736084
	Iteration 32Q: 3 clusters Score -1.991556e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197252 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -19915606.000000 Penalty: 3630.736084
	Iteration 33Q: 3 clusters Score -1.991561e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197312 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -19915648.000000 Penalty: 3630.736084
	Iteration 34Q: 3 clusters Score -1.991565e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197369 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -19915668.000000 Penalty: 3630.736084
	Iteration 35Q: 3 clusters Score -1.991567e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197405 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -19915668.000000 Penalty: 3630.736084
	Iteration 36Q: 3 clusters Score -1.991567e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197442 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -19915688.000000 Penalty: 3630.736084
	Iteration 37Q: 3 clusters Score -1.991569e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197473 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -19915710.000000 Penalty: 3630.736084
	Iteration 38Q: 3 clusters Score -1.991571e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197502 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -19915702.000000 Penalty: 3630.736084
	Iteration 39Q: 3 clusters Score -1.99157e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197533 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -19915704.000000 Penalty: 3630.736084
	Iteration 40F: 3 clusters Score -1.99157e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197566 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -19915750.000000 Penalty: 3630.736084
	Iteration 41Q: 3 clusters Score -1.991575e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197585 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -19915764.000000 Penalty: 3630.736084
	Iteration 42Q: 3 clusters Score -1.991576e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197598 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -19915760.000000 Penalty: 3630.736084
	Iteration 43Q: 3 clusters Score -1.991576e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197619 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -19915766.000000 Penalty: 3630.736084
	Iteration 44Q: 3 clusters Score -1.991577e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197630 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -19915766.000000 Penalty: 3630.736084
	Iteration 45Q: 3 clusters Score -1.991577e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197635 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -19915750.000000 Penalty: 3630.736084
	Iteration 46Q: 3 clusters Score -1.991575e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197643 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -19915758.000000 Penalty: 3630.736084
	Iteration 47Q: 3 clusters Score -1.991576e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197646 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -19915756.000000 Penalty: 3630.736084
	Iteration 48Q: 3 clusters Score -1.991576e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197650 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -19915748.000000 Penalty: 3630.736084
	Iteration 49Q: 3 clusters Score -1.991575e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197658 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -19915750.000000 Penalty: 3630.736084
	Iteration 50Q: 3 clusters Score -1.991575e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197663 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -19915752.000000 Penalty: 3630.736084
	Iteration 51Q: 3 clusters Score -1.991575e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197666 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -19915754.000000 Penalty: 3630.736084
	Iteration 52Q: 3 clusters Score -1.991575e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197670 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -19915768.000000 Penalty: 3630.736084
	Iteration 53Q: 3 clusters Score -1.991577e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197672 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -19915766.000000 Penalty: 3630.736084
	Iteration 54Q: 3 clusters Score -1.991577e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197672 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -19915750.000000 Penalty: 3630.736084
	Iteration 55Q: 3 clusters Score -1.991575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197675 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -19915768.000000 Penalty: 3630.736084
	Iteration 56Q: 3 clusters Score -1.991577e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197679 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -19915762.000000 Penalty: 3630.736084
	Iteration 57Q: 3 clusters Score -1.991576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197681 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -19915764.000000 Penalty: 3630.736084
	Iteration 58Q: 3 clusters Score -1.991576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197685 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -19915772.000000 Penalty: 3630.736084
	Iteration 59Q: 3 clusters Score -1.991577e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197688 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -19915768.000000 Penalty: 3630.736084
	Iteration 60F: 3 clusters Score -1.991577e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197690 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -19915756.000000 Penalty: 3630.736084
	Iteration 61Q: 3 clusters Score -1.991576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197692 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -19915760.000000 Penalty: 3630.736084
	Iteration 62Q: 3 clusters Score -1.991576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197694 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -19915768.000000 Penalty: 3630.736084
	Iteration 63Q: 3 clusters Score -1.991577e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197700 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -19915752.000000 Penalty: 3630.736084
	Iteration 64Q: 3 clusters Score -1.991575e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197704 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -19915766.000000 Penalty: 3630.736084
	Iteration 65Q: 3 clusters Score -1.991577e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197710 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -19915756.000000 Penalty: 3630.736084
	Iteration 66Q: 3 clusters Score -1.991576e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197713 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -19915754.000000 Penalty: 3630.736084
	Iteration 67Q: 3 clusters Score -1.991575e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197717 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -19915754.000000 Penalty: 3630.736084
	Iteration 68Q: 3 clusters Score -1.991575e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197717 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -19915758.000000 Penalty: 3630.736084
	Iteration 69Q: 3 clusters Score -1.991576e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197719 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -19915752.000000 Penalty: 3630.736084
	Iteration 70Q: 3 clusters Score -1.991575e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197721 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -19915744.000000 Penalty: 3630.736084
	Iteration 71Q: 3 clusters Score -1.991574e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197722 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -19915750.000000 Penalty: 3630.736084
	Iteration 72Q: 3 clusters Score -1.991575e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197724 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -19915740.000000 Penalty: 3630.736084
	Iteration 73Q: 3 clusters Score -1.991574e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197726 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -19915740.000000 Penalty: 3630.736084
	Iteration 74Q: 3 clusters Score -1.991574e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197727 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -19915746.000000 Penalty: 3630.736084
	Iteration 75Q: 3 clusters Score -1.991575e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197727 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -19915746.000000 Penalty: 3630.736084
	Iteration 76F: 3 clusters Score -1.991575e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Entering Unmasked Estep 
Score: -1236745.875000 Penalty: 1399.977783
	Iteration 0F: 2 clusters Score -1236746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1228587.875000 Penalty: 2799.955566
	Iteration 0F: 3 clusters Score -1228588 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1231439.125000 Penalty: 2799.955566
	Iteration 1F: 3 clusters Score -1231439 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1231776.125000 Penalty: 2799.955566
	Iteration 2F: 3 clusters Score -1231776 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1232056.375000 Penalty: 2799.955566
	Iteration 3F: 3 clusters Score -1232056 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1232265.250000 Penalty: 2799.955566
	Iteration 4Q: 3 clusters Score -1232265 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1232471.000000 Penalty: 2799.955566
	Iteration 5Q: 3 clusters Score -1232471 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1232695.000000 Penalty: 2799.955566
	Iteration 6Q: 3 clusters Score -1232695 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1232954.875000 Penalty: 2799.955566
	Iteration 7Q: 3 clusters Score -1232955 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1233258.750000 Penalty: 2799.955566
	Iteration 8Q: 3 clusters Score -1233259 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1233606.750000 Penalty: 2799.955566
	Iteration 9Q: 3 clusters Score -1233607 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1233971.500000 Penalty: 2799.955566
	Iteration 10Q: 3 clusters Score -1233972 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1234356.875000 Penalty: 2799.955566
	Iteration 11Q: 3 clusters Score -1234357 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1234736.375000 Penalty: 2799.955566
	Iteration 12Q: 3 clusters Score -1234736 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1235008.375000 Penalty: 2799.955566
	Iteration 13Q: 3 clusters Score -1235008 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1235227.375000 Penalty: 2799.955566
	Iteration 14Q: 3 clusters Score -1235227 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1235374.500000 Penalty: 2799.955566
	Iteration 15Q: 3 clusters Score -1235374 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1235479.875000 Penalty: 2799.955566
	Iteration 16Q: 3 clusters Score -1235480 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1235542.375000 Penalty: 2799.955566
	Iteration 17Q: 3 clusters Score -1235542 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1235579.500000 Penalty: 2799.955566
	Iteration 18Q: 3 clusters Score -1235580 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1235610.375000 Penalty: 2799.955566
	Iteration 19Q: 3 clusters Score -1235610 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1235629.125000 Penalty: 2799.955566
	Iteration 20F: 3 clusters Score -1235629 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1235648.375000 Penalty: 2799.955566
	Iteration 21Q: 3 clusters Score -1235648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1235658.000000 Penalty: 2799.955566
	Iteration 22Q: 3 clusters Score -1235658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1235668.000000 Penalty: 2799.955566
	Iteration 23Q: 3 clusters Score -1235668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1235677.000000 Penalty: 2799.955566
	Iteration 24Q: 3 clusters Score -1235677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1235686.500000 Penalty: 2799.955566
	Iteration 25Q: 3 clusters Score -1235686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1235694.750000 Penalty: 2799.955566
	Iteration 26Q: 3 clusters Score -1235695 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1235704.625000 Penalty: 2799.955566
	Iteration 27Q: 3 clusters Score -1235705 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1235717.250000 Penalty: 2799.955566
	Iteration 28Q: 3 clusters Score -1235717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1235720.250000 Penalty: 2799.955566
	Iteration 29Q: 3 clusters Score -1235720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1235723.125000 Penalty: 2799.955566
	Iteration 30Q: 3 clusters Score -1235723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1235724.625000 Penalty: 2799.955566
	Iteration 31Q: 3 clusters Score -1235725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1235727.000000 Penalty: 2799.955566
	Iteration 32Q: 3 clusters Score -1235727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1235732.000000 Penalty: 2799.955566
	Iteration 33Q: 3 clusters Score -1235732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1235732.375000 Penalty: 2799.955566
	Iteration 34Q: 3 clusters Score -1235732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1235733.250000 Penalty: 2799.955566
	Iteration 35Q: 3 clusters Score -1235733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1235733.500000 Penalty: 2799.955566
	Iteration 36Q: 3 clusters Score -1235734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1235733.500000 Penalty: 2799.955566
	Iteration 37F: 3 clusters Score -1235734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Entering Unmasked Estep 
Score: -164275.093750 Penalty: 1113.339355
	Iteration 0F: 2 clusters Score -164275.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -162599.750000 Penalty: 2226.678711
	Iteration 0F: 3 clusters Score -162599.8 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -163074.968750 Penalty: 2226.678711
	Iteration 1F: 3 clusters Score -163075 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -163246.046875 Penalty: 2226.678711
	Iteration 2F: 3 clusters Score -163246 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -163381.062500 Penalty: 2226.678711
	Iteration 3F: 3 clusters Score -163381.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -163468.125000 Penalty: 2226.678711
	Iteration 4Q: 3 clusters Score -163468.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -163556.015625 Penalty: 2226.678711
	Iteration 5Q: 3 clusters Score -163556 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -163649.359375 Penalty: 2226.678711
	Iteration 6Q: 3 clusters Score -163649.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -163722.968750 Penalty: 2226.678711
	Iteration 7Q: 3 clusters Score -163723 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -163807.437500 Penalty: 2226.678711
	Iteration 8Q: 3 clusters Score -163807.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -163883.843750 Penalty: 2226.678711
	Iteration 9Q: 3 clusters Score -163883.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -163991.843750 Penalty: 2226.678711
	Iteration 10Q: 3 clusters Score -163991.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -164050.156250 Penalty: 2226.678711
	Iteration 11Q: 3 clusters Score -164050.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -164072.609375 Penalty: 2226.678711
	Iteration 12Q: 3 clusters Score -164072.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -164097.937500 Penalty: 2226.678711
	Iteration 13Q: 3 clusters Score -164097.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -164110.250000 Penalty: 2226.678711
	Iteration 14Q: 3 clusters Score -164110.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -164116.875000 Penalty: 2226.678711
	Iteration 15Q: 3 clusters Score -164116.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -164117.046875 Penalty: 2226.678711
	Iteration 16Q: 3 clusters Score -164117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -164117.781250 Penalty: 2226.678711
	Iteration 17Q: 3 clusters Score -164117.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -164117.781250 Penalty: 2226.678711
	Iteration 18F: 3 clusters Score -164117.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -604270.937500 Penalty: 1300.657349
	Iteration 0F: 2 clusters Score -604270.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -599876.000000 Penalty: 2601.314697
	Iteration 0F: 3 clusters Score -599876 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -601230.250000 Penalty: 2601.314697
	Iteration 1F: 3 clusters Score -601230.2 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -601496.750000 Penalty: 2601.314697
	Iteration 2F: 3 clusters Score -601496.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -601663.750000 Penalty: 2601.314697
	Iteration 3F: 3 clusters Score -601663.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -601779.937500 Penalty: 2601.314697
	Iteration 4Q: 3 clusters Score -601779.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -601874.312500 Penalty: 2601.314697
	Iteration 5Q: 3 clusters Score -601874.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -601968.625000 Penalty: 2601.314697
	Iteration 6Q: 3 clusters Score -601968.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -602081.687500 Penalty: 2601.314697
	Iteration 7Q: 3 clusters Score -602081.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -602189.187500 Penalty: 2601.314697
	Iteration 8Q: 3 clusters Score -602189.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -602286.625000 Penalty: 2601.314697
	Iteration 9Q: 3 clusters Score -602286.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -602393.625000 Penalty: 2601.314697
	Iteration 10Q: 3 clusters Score -602393.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -602505.125000 Penalty: 2601.314697
	Iteration 11Q: 3 clusters Score -602505.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -602634.500000 Penalty: 2601.314697
	Iteration 12Q: 3 clusters Score -602634.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -602765.625000 Penalty: 2601.314697
	Iteration 13Q: 3 clusters Score -602765.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -602865.562500 Penalty: 2601.314697
	Iteration 14Q: 3 clusters Score -602865.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -602964.750000 Penalty: 2601.314697
	Iteration 15Q: 3 clusters Score -602964.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -603062.812500 Penalty: 2601.314697
	Iteration 16Q: 3 clusters Score -603062.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -603140.562500 Penalty: 2601.314697
	Iteration 17Q: 3 clusters Score -603140.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -603193.125000 Penalty: 2601.314697
	Iteration 18Q: 3 clusters Score -603193.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -603243.750000 Penalty: 2601.314697
	Iteration 19Q: 3 clusters Score -603243.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -603286.750000 Penalty: 2601.314697
	Iteration 20F: 3 clusters Score -603286.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -603315.187500 Penalty: 2601.314697
	Iteration 21Q: 3 clusters Score -603315.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -603348.000000 Penalty: 2601.314697
	Iteration 22Q: 3 clusters Score -603348 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -603374.625000 Penalty: 2601.314697
	Iteration 23Q: 3 clusters Score -603374.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -603398.250000 Penalty: 2601.314697
	Iteration 24Q: 3 clusters Score -603398.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -603412.312500 Penalty: 2601.314697
	Iteration 25Q: 3 clusters Score -603412.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -603431.625000 Penalty: 2601.314697
	Iteration 26Q: 3 clusters Score -603431.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -603443.875000 Penalty: 2601.314697
	Iteration 27Q: 3 clusters Score -603443.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -603456.187500 Penalty: 2601.314697
	Iteration 28Q: 3 clusters Score -603456.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -603465.437500 Penalty: 2601.314697
	Iteration 29Q: 3 clusters Score -603465.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -603471.625000 Penalty: 2601.314697
	Iteration 30Q: 3 clusters Score -603471.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -603477.687500 Penalty: 2601.314697
	Iteration 31Q: 3 clusters Score -603477.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -603482.375000 Penalty: 2601.314697
	Iteration 32Q: 3 clusters Score -603482.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -603487.875000 Penalty: 2601.314697
	Iteration 33Q: 3 clusters Score -603487.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -603492.562500 Penalty: 2601.314697
	Iteration 34Q: 3 clusters Score -603492.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -603496.312500 Penalty: 2601.314697
	Iteration 35Q: 3 clusters Score -603496.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -603499.562500 Penalty: 2601.314697
	Iteration 36Q: 3 clusters Score -603499.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -603504.187500 Penalty: 2601.314697
	Iteration 37Q: 3 clusters Score -603504.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -603505.625000 Penalty: 2601.314697
	Iteration 38Q: 3 clusters Score -603505.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -603506.875000 Penalty: 2601.314697
	Iteration 39Q: 3 clusters Score -603506.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -603508.562500 Penalty: 2601.314697
	Iteration 40F: 3 clusters Score -603508.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -603509.375000 Penalty: 2601.314697
	Iteration 41Q: 3 clusters Score -603509.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -603510.437500 Penalty: 2601.314697
	Iteration 42Q: 3 clusters Score -603510.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -603510.000000 Penalty: 2601.314697
	Iteration 43Q: 3 clusters Score -603510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -603510.000000 Penalty: 2601.314697
	Iteration 44F: 3 clusters Score -603510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Entering Unmasked Estep 
Score: -192305.218750 Penalty: 1142.672607
	Iteration 0F: 2 clusters Score -192305.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -190325.546875 Penalty: 2285.345215
	Iteration 0F: 3 clusters Score -190325.5 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -190901.546875 Penalty: 2285.345215
	Iteration 1F: 3 clusters Score -190901.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -191115.859375 Penalty: 2285.345215
	Iteration 2F: 3 clusters Score -191115.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -191276.640625 Penalty: 2285.345215
	Iteration 3F: 3 clusters Score -191276.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -191385.265625 Penalty: 2285.345215
	Iteration 4Q: 3 clusters Score -191385.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -191484.656250 Penalty: 2285.345215
	Iteration 5Q: 3 clusters Score -191484.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -191561.765625 Penalty: 2285.345215
	Iteration 6Q: 3 clusters Score -191561.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -191612.375000 Penalty: 2285.345215
	Iteration 7Q: 3 clusters Score -191612.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -191645.328125 Penalty: 2285.345215
	Iteration 8Q: 3 clusters Score -191645.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -191665.343750 Penalty: 2285.345215
	Iteration 9Q: 3 clusters Score -191665.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -191681.796875 Penalty: 2285.345215
	Iteration 10Q: 3 clusters Score -191681.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -191690.687500 Penalty: 2285.345215
	Iteration 11Q: 3 clusters Score -191690.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -191697.500000 Penalty: 2285.345215
	Iteration 12Q: 3 clusters Score -191697.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -191701.578125 Penalty: 2285.345215
	Iteration 13Q: 3 clusters Score -191701.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -191704.375000 Penalty: 2285.345215
	Iteration 14Q: 3 clusters Score -191704.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -191706.031250 Penalty: 2285.345215
	Iteration 15Q: 3 clusters Score -191706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -191707.953125 Penalty: 2285.345215
	Iteration 16Q: 3 clusters Score -191708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -191708.468750 Penalty: 2285.345215
	Iteration 17Q: 3 clusters Score -191708.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -191708.593750 Penalty: 2285.345215
	Iteration 18Q: 3 clusters Score -191708.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -191708.593750 Penalty: 2285.345215
	Iteration 19F: 3 clusters Score -191708.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (36577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36577 members 
Entering Unmasked Estep 
Score: -3798571.500000 Penalty: 1563.467651
	Iteration 0F: 2 clusters Score -3798572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -3774741.000000 Penalty: 3126.935303
	Iteration 0F: 3 clusters Score -3774741 nChanged 16602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -3784095.500000 Penalty: 3126.935303
	Iteration 1F: 3 clusters Score -3784096 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -3784954.750000 Penalty: 3126.935303
	Iteration 2F: 3 clusters Score -3784955 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -3785870.500000 Penalty: 3126.935303
	Iteration 3F: 3 clusters Score -3785870 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -3786875.000000 Penalty: 3126.935303
	Iteration 4F: 3 clusters Score -3786875 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21698 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -3787943.500000 Penalty: 3126.935303
	Iteration 5F: 3 clusters Score -3787944 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -3788980.250000 Penalty: 3126.935303
	Iteration 6F: 3 clusters Score -3788980 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -3790076.750000 Penalty: 3126.935303
	Iteration 7F: 3 clusters Score -3790077 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24964 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -3791098.750000 Penalty: 3126.935303
	Iteration 8Q: 3 clusters Score -3791099 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26091 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -3791982.000000 Penalty: 3126.935303
	Iteration 9Q: 3 clusters Score -3791982 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27161 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -3792795.250000 Penalty: 3126.935303
	Iteration 10Q: 3 clusters Score -3792795 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28155 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -3793587.500000 Penalty: 3126.935303
	Iteration 11Q: 3 clusters Score -3793588 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29079 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -3794348.000000 Penalty: 3126.935303
	Iteration 12Q: 3 clusters Score -3794348 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29860 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -3794998.250000 Penalty: 3126.935303
	Iteration 13Q: 3 clusters Score -3794998 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30528 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -3795502.750000 Penalty: 3126.935303
	Iteration 14Q: 3 clusters Score -3795503 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31049 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -3795881.250000 Penalty: 3126.935303
	Iteration 15Q: 3 clusters Score -3795881 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31496 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -3796164.750000 Penalty: 3126.935303
	Iteration 16Q: 3 clusters Score -3796165 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31862 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -3796374.000000 Penalty: 3126.935303
	Iteration 17Q: 3 clusters Score -3796374 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32166 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -3796509.750000 Penalty: 3126.935303
	Iteration 18Q: 3 clusters Score -3796510 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32414 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -3796632.750000 Penalty: 3126.935303
	Iteration 19Q: 3 clusters Score -3796633 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32628 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -3796721.250000 Penalty: 3126.935303
	Iteration 20F: 3 clusters Score -3796721 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32820 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -3796788.750000 Penalty: 3126.935303
	Iteration 21Q: 3 clusters Score -3796789 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33003 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -3796846.250000 Penalty: 3126.935303
	Iteration 22Q: 3 clusters Score -3796846 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33174 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -3796920.250000 Penalty: 3126.935303
	Iteration 23Q: 3 clusters Score -3796920 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33342 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -3796995.500000 Penalty: 3126.935303
	Iteration 24Q: 3 clusters Score -3796996 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33484 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -3797032.500000 Penalty: 3126.935303
	Iteration 25Q: 3 clusters Score -3797032 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33622 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -3797086.500000 Penalty: 3126.935303
	Iteration 26Q: 3 clusters Score -3797086 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33745 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -3797120.750000 Penalty: 3126.935303
	Iteration 27Q: 3 clusters Score -3797121 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33858 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -3797167.000000 Penalty: 3126.935303
	Iteration 28Q: 3 clusters Score -3797167 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33977 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -3797196.750000 Penalty: 3126.935303
	Iteration 29Q: 3 clusters Score -3797197 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34066 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -3797223.250000 Penalty: 3126.935303
	Iteration 30Q: 3 clusters Score -3797223 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34152 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -3797247.250000 Penalty: 3126.935303
	Iteration 31Q: 3 clusters Score -3797247 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34222 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -3797248.500000 Penalty: 3126.935303
	Iteration 32Q: 3 clusters Score -3797248 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34283 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -3797276.500000 Penalty: 3126.935303
	Iteration 33Q: 3 clusters Score -3797276 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34336 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -3797273.250000 Penalty: 3126.935303
	Iteration 34Q: 3 clusters Score -3797273 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34387 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -3797290.250000 Penalty: 3126.935303
	Iteration 35Q: 3 clusters Score -3797290 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34433 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -3797303.250000 Penalty: 3126.935303
	Iteration 36Q: 3 clusters Score -3797303 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34472 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -3797308.250000 Penalty: 3126.935303
	Iteration 37Q: 3 clusters Score -3797308 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34502 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -3797321.750000 Penalty: 3126.935303
	Iteration 38Q: 3 clusters Score -3797322 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34531 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -3797329.000000 Penalty: 3126.935303
	Iteration 39Q: 3 clusters Score -3797329 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34555 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -3797338.750000 Penalty: 3126.935303
	Iteration 40F: 3 clusters Score -3797339 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34584 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -3797344.500000 Penalty: 3126.935303
	Iteration 41Q: 3 clusters Score -3797344 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34615 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -3797361.750000 Penalty: 3126.935303
	Iteration 42Q: 3 clusters Score -3797362 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34645 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -3797368.750000 Penalty: 3126.935303
	Iteration 43Q: 3 clusters Score -3797369 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34672 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -3797373.500000 Penalty: 3126.935303
	Iteration 44Q: 3 clusters Score -3797374 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34694 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -3797384.500000 Penalty: 3126.935303
	Iteration 45Q: 3 clusters Score -3797384 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34726 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -3797386.500000 Penalty: 3126.935303
	Iteration 46Q: 3 clusters Score -3797386 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34758 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -3797384.750000 Penalty: 3126.935303
	Iteration 47Q: 3 clusters Score -3797385 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34792 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -3797394.250000 Penalty: 3126.935303
	Iteration 48Q: 3 clusters Score -3797394 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34812 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -3797404.250000 Penalty: 3126.935303
	Iteration 49Q: 3 clusters Score -3797404 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34828 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -3797408.250000 Penalty: 3126.935303
	Iteration 50Q: 3 clusters Score -3797408 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34850 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -3797417.000000 Penalty: 3126.935303
	Iteration 51Q: 3 clusters Score -3797417 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34865 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -3797418.500000 Penalty: 3126.935303
	Iteration 52Q: 3 clusters Score -3797418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34875 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -3797416.000000 Penalty: 3126.935303
	Iteration 53Q: 3 clusters Score -3797416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34888 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -3797419.000000 Penalty: 3126.935303
	Iteration 54Q: 3 clusters Score -3797419 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34899 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -3797419.750000 Penalty: 3126.935303
	Iteration 55Q: 3 clusters Score -3797420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34909 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -3797429.250000 Penalty: 3126.935303
	Iteration 56Q: 3 clusters Score -3797429 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34920 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -3797427.750000 Penalty: 3126.935303
	Iteration 57Q: 3 clusters Score -3797428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34928 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -3797440.000000 Penalty: 3126.935303
	Iteration 58Q: 3 clusters Score -3797440 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34943 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -3797448.000000 Penalty: 3126.935303
	Iteration 59Q: 3 clusters Score -3797448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34957 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -3797448.250000 Penalty: 3126.935303
	Iteration 60F: 3 clusters Score -3797448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34971 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -3797448.250000 Penalty: 3126.935303
	Iteration 61Q: 3 clusters Score -3797448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34982 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -3797447.750000 Penalty: 3126.935303
	Iteration 62Q: 3 clusters Score -3797448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34991 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -3797452.750000 Penalty: 3126.935303
	Iteration 63Q: 3 clusters Score -3797453 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35003 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -3797451.500000 Penalty: 3126.935303
	Iteration 64Q: 3 clusters Score -3797452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35017 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -3797463.250000 Penalty: 3126.935303
	Iteration 65Q: 3 clusters Score -3797463 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35034 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -3797471.250000 Penalty: 3126.935303
	Iteration 66Q: 3 clusters Score -3797471 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35046 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -3797476.500000 Penalty: 3126.935303
	Iteration 67Q: 3 clusters Score -3797476 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35055 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -3797476.000000 Penalty: 3126.935303
	Iteration 68Q: 3 clusters Score -3797476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35065 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -3797488.250000 Penalty: 3126.935303
	Iteration 69Q: 3 clusters Score -3797488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35076 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -3797482.500000 Penalty: 3126.935303
	Iteration 70Q: 3 clusters Score -3797482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35087 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -3797477.500000 Penalty: 3126.935303
	Iteration 71Q: 3 clusters Score -3797478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35095 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -3797485.750000 Penalty: 3126.935303
	Iteration 72Q: 3 clusters Score -3797486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35100 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -3797485.750000 Penalty: 3126.935303
	Iteration 73Q: 3 clusters Score -3797486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35101 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -3797487.250000 Penalty: 3126.935303
	Iteration 74Q: 3 clusters Score -3797487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35102 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -3797483.750000 Penalty: 3126.935303
	Iteration 75Q: 3 clusters Score -3797484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35104 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -3797481.750000 Penalty: 3126.935303
	Iteration 76Q: 3 clusters Score -3797482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35107 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -3797487.250000 Penalty: 3126.935303
	Iteration 77Q: 3 clusters Score -3797487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35108 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -3797483.500000 Penalty: 3126.935303
	Iteration 78Q: 3 clusters Score -3797484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35110 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -3797486.750000 Penalty: 3126.935303
	Iteration 79Q: 3 clusters Score -3797487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -3797487.000000 Penalty: 3126.935303
	Iteration 80F: 3 clusters Score -3797487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35118 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -3797483.250000 Penalty: 3126.935303
	Iteration 81Q: 3 clusters Score -3797483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35121 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -3797486.750000 Penalty: 3126.935303
	Iteration 82Q: 3 clusters Score -3797487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35122 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -3797487.500000 Penalty: 3126.935303
	Iteration 83Q: 3 clusters Score -3797488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35123 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -3797488.750000 Penalty: 3126.935303
	Iteration 84Q: 3 clusters Score -3797489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35124 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -3797491.250000 Penalty: 3126.935303
	Iteration 85Q: 3 clusters Score -3797491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35125 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -3797491.250000 Penalty: 3126.935303
	Iteration 86Q: 3 clusters Score -3797491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35126 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -3797491.000000 Penalty: 3126.935303
	Iteration 87Q: 3 clusters Score -3797491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35126 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -3797491.000000 Penalty: 3126.935303
	Iteration 88F: 3 clusters Score -3797491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Entering Unmasked Estep 
Score: -670659.250000 Penalty: 1304.137695
	Iteration 0F: 2 clusters Score -670659.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -666193.750000 Penalty: 2608.275391
	Iteration 0F: 3 clusters Score -666193.8 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -667732.687500 Penalty: 2608.275391
	Iteration 1F: 3 clusters Score -667732.7 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -668075.687500 Penalty: 2608.275391
	Iteration 2F: 3 clusters Score -668075.7 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -668334.812500 Penalty: 2608.275391
	Iteration 3F: 3 clusters Score -668334.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -668551.062500 Penalty: 2608.275391
	Iteration 4F: 3 clusters Score -668551.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -668747.375000 Penalty: 2608.275391
	Iteration 5Q: 3 clusters Score -668747.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -668939.875000 Penalty: 2608.275391
	Iteration 6Q: 3 clusters Score -668939.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -669117.750000 Penalty: 2608.275391
	Iteration 7Q: 3 clusters Score -669117.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -669265.000000 Penalty: 2608.275391
	Iteration 8Q: 3 clusters Score -669265 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -669380.562500 Penalty: 2608.275391
	Iteration 9Q: 3 clusters Score -669380.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -669468.562500 Penalty: 2608.275391
	Iteration 10Q: 3 clusters Score -669468.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -669552.687500 Penalty: 2608.275391
	Iteration 11Q: 3 clusters Score -669552.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -669627.750000 Penalty: 2608.275391
	Iteration 12Q: 3 clusters Score -669627.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -669691.937500 Penalty: 2608.275391
	Iteration 13Q: 3 clusters Score -669691.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -669740.562500 Penalty: 2608.275391
	Iteration 14Q: 3 clusters Score -669740.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -669773.250000 Penalty: 2608.275391
	Iteration 15Q: 3 clusters Score -669773.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -669786.375000 Penalty: 2608.275391
	Iteration 16Q: 3 clusters Score -669786.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -669795.125000 Penalty: 2608.275391
	Iteration 17Q: 3 clusters Score -669795.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -669802.375000 Penalty: 2608.275391
	Iteration 18Q: 3 clusters Score -669802.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -669807.125000 Penalty: 2608.275391
	Iteration 19Q: 3 clusters Score -669807.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -669808.312500 Penalty: 2608.275391
	Iteration 20F: 3 clusters Score -669808.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -669808.375000 Penalty: 2608.275391
	Iteration 21Q: 3 clusters Score -669808.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -669809.187500 Penalty: 2608.275391
	Iteration 22Q: 3 clusters Score -669809.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -669811.500000 Penalty: 2608.275391
	Iteration 23Q: 3 clusters Score -669811.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -669812.312500 Penalty: 2608.275391
	Iteration 24Q: 3 clusters Score -669812.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -669813.000000 Penalty: 2608.275391
	Iteration 25Q: 3 clusters Score -669813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -669816.125000 Penalty: 2608.275391
	Iteration 26Q: 3 clusters Score -669816.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -669820.687500 Penalty: 2608.275391
	Iteration 27Q: 3 clusters Score -669820.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -669824.562500 Penalty: 2608.275391
	Iteration 28Q: 3 clusters Score -669824.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -669825.937500 Penalty: 2608.275391
	Iteration 29Q: 3 clusters Score -669825.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -669829.375000 Penalty: 2608.275391
	Iteration 30Q: 3 clusters Score -669829.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -669830.687500 Penalty: 2608.275391
	Iteration 31Q: 3 clusters Score -669830.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -669830.687500 Penalty: 2608.275391
	Iteration 32F: 3 clusters Score -669830.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (14834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Entering Unmasked Estep 
Score: -1540546.375000 Penalty: 1429.176025
	Iteration 0F: 2 clusters Score -1540546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1530724.625000 Penalty: 2858.352051
	Iteration 0F: 3 clusters Score -1530725 nChanged 6447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1534143.875000 Penalty: 2858.352051
	Iteration 1F: 3 clusters Score -1534144 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1534539.625000 Penalty: 2858.352051
	Iteration 2F: 3 clusters Score -1534540 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1534816.250000 Penalty: 2858.352051
	Iteration 3Q: 3 clusters Score -1534816 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1535036.000000 Penalty: 2858.352051
	Iteration 4Q: 3 clusters Score -1535036 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1535192.250000 Penalty: 2858.352051
	Iteration 5Q: 3 clusters Score -1535192 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1535355.125000 Penalty: 2858.352051
	Iteration 6Q: 3 clusters Score -1535355 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1535514.500000 Penalty: 2858.352051
	Iteration 7Q: 3 clusters Score -1535514 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1535740.750000 Penalty: 2858.352051
	Iteration 8Q: 3 clusters Score -1535741 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1536035.000000 Penalty: 2858.352051
	Iteration 9Q: 3 clusters Score -1536035 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1536406.875000 Penalty: 2858.352051
	Iteration 10Q: 3 clusters Score -1536407 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1536853.125000 Penalty: 2858.352051
	Iteration 11Q: 3 clusters Score -1536853 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1537287.500000 Penalty: 2858.352051
	Iteration 12Q: 3 clusters Score -1537288 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1537681.750000 Penalty: 2858.352051
	Iteration 13Q: 3 clusters Score -1537682 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1538062.875000 Penalty: 2858.352051
	Iteration 14Q: 3 clusters Score -1538063 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -1538386.375000 Penalty: 2858.352051
	Iteration 15Q: 3 clusters Score -1538386 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -1538646.875000 Penalty: 2858.352051
	Iteration 16Q: 3 clusters Score -1538647 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1538849.250000 Penalty: 2858.352051
	Iteration 17Q: 3 clusters Score -1538849 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -1538985.500000 Penalty: 2858.352051
	Iteration 18Q: 3 clusters Score -1538986 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1539086.875000 Penalty: 2858.352051
	Iteration 19Q: 3 clusters Score -1539087 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -1539160.375000 Penalty: 2858.352051
	Iteration 20F: 3 clusters Score -1539160 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1539209.500000 Penalty: 2858.352051
	Iteration 21Q: 3 clusters Score -1539210 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1539245.125000 Penalty: 2858.352051
	Iteration 22Q: 3 clusters Score -1539245 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1539268.625000 Penalty: 2858.352051
	Iteration 23Q: 3 clusters Score -1539269 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1539285.250000 Penalty: 2858.352051
	Iteration 24Q: 3 clusters Score -1539285 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -1539304.625000 Penalty: 2858.352051
	Iteration 25Q: 3 clusters Score -1539305 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -1539313.875000 Penalty: 2858.352051
	Iteration 26Q: 3 clusters Score -1539314 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -1539325.625000 Penalty: 2858.352051
	Iteration 27Q: 3 clusters Score -1539326 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1539333.625000 Penalty: 2858.352051
	Iteration 28Q: 3 clusters Score -1539334 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -1539343.375000 Penalty: 2858.352051
	Iteration 29Q: 3 clusters Score -1539343 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1539346.125000 Penalty: 2858.352051
	Iteration 30Q: 3 clusters Score -1539346 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1539355.625000 Penalty: 2858.352051
	Iteration 31Q: 3 clusters Score -1539356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -1539355.500000 Penalty: 2858.352051
	Iteration 32Q: 3 clusters Score -1539356 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1539356.750000 Penalty: 2858.352051
	Iteration 33Q: 3 clusters Score -1539357 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -1539359.750000 Penalty: 2858.352051
	Iteration 34Q: 3 clusters Score -1539360 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1539368.625000 Penalty: 2858.352051
	Iteration 35Q: 3 clusters Score -1539369 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1539371.125000 Penalty: 2858.352051
	Iteration 36Q: 3 clusters Score -1539371 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1539370.750000 Penalty: 2858.352051
	Iteration 37Q: 3 clusters Score -1539371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -1539375.375000 Penalty: 2858.352051
	Iteration 38Q: 3 clusters Score -1539375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -1539374.000000 Penalty: 2858.352051
	Iteration 39Q: 3 clusters Score -1539374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -1539373.875000 Penalty: 2858.352051
	Iteration 40F: 3 clusters Score -1539374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -1539373.875000 Penalty: 2858.352051
	Iteration 41Q: 3 clusters Score -1539374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -1539379.625000 Penalty: 2858.352051
	Iteration 42Q: 3 clusters Score -1539380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1539378.750000 Penalty: 2858.352051
	Iteration 43Q: 3 clusters Score -1539379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -1539376.750000 Penalty: 2858.352051
	Iteration 44Q: 3 clusters Score -1539377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -1539376.750000 Penalty: 2858.352051
	Iteration 45Q: 3 clusters Score -1539377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -1539377.000000 Penalty: 2858.352051
	Iteration 46Q: 3 clusters Score -1539377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1539376.750000 Penalty: 2858.352051
	Iteration 47Q: 3 clusters Score -1539377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -1539374.750000 Penalty: 2858.352051
	Iteration 48Q: 3 clusters Score -1539375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1539378.375000 Penalty: 2858.352051
	Iteration 49Q: 3 clusters Score -1539378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1539379.500000 Penalty: 2858.352051
	Iteration 50Q: 3 clusters Score -1539380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1539381.750000 Penalty: 2858.352051
	Iteration 51Q: 3 clusters Score -1539382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1539381.375000 Penalty: 2858.352051
	Iteration 52Q: 3 clusters Score -1539381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -1539379.250000 Penalty: 2858.352051
	Iteration 53Q: 3 clusters Score -1539379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -1539379.875000 Penalty: 2858.352051
	Iteration 54Q: 3 clusters Score -1539380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -1539380.625000 Penalty: 2858.352051
	Iteration 55Q: 3 clusters Score -1539381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -1539380.625000 Penalty: 2858.352051
	Iteration 56Q: 3 clusters Score -1539381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -1539380.625000 Penalty: 2858.352051
	Iteration 57F: 3 clusters Score -1539381 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (19765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Entering Unmasked Estep 
Score: -1961437.375000 Penalty: 1471.880249
	Iteration 0F: 2 clusters Score -1961437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1948584.750000 Penalty: 2943.760498
	Iteration 0F: 3 clusters Score -1948585 nChanged 8698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1953351.375000 Penalty: 2943.760498
	Iteration 1F: 3 clusters Score -1953351 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1953854.625000 Penalty: 2943.760498
	Iteration 2F: 3 clusters Score -1953855 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1954356.750000 Penalty: 2943.760498
	Iteration 3F: 3 clusters Score -1954357 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1954813.500000 Penalty: 2943.760498
	Iteration 4F: 3 clusters Score -1954814 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1955296.625000 Penalty: 2943.760498
	Iteration 5Q: 3 clusters Score -1955297 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1955831.625000 Penalty: 2943.760498
	Iteration 6Q: 3 clusters Score -1955832 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1956380.875000 Penalty: 2943.760498
	Iteration 7Q: 3 clusters Score -1956381 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1956987.000000 Penalty: 2943.760498
	Iteration 8Q: 3 clusters Score -1956987 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1957574.500000 Penalty: 2943.760498
	Iteration 9Q: 3 clusters Score -1957574 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1958057.250000 Penalty: 2943.760498
	Iteration 10Q: 3 clusters Score -1958057 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1958428.375000 Penalty: 2943.760498
	Iteration 11Q: 3 clusters Score -1958428 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1958666.875000 Penalty: 2943.760498
	Iteration 12Q: 3 clusters Score -1958667 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1958848.500000 Penalty: 2943.760498
	Iteration 13Q: 3 clusters Score -1958848 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1958964.625000 Penalty: 2943.760498
	Iteration 14Q: 3 clusters Score -1958965 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1959048.500000 Penalty: 2943.760498
	Iteration 15Q: 3 clusters Score -1959048 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1959122.250000 Penalty: 2943.760498
	Iteration 16Q: 3 clusters Score -1959122 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1959192.750000 Penalty: 2943.760498
	Iteration 17Q: 3 clusters Score -1959193 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1959269.250000 Penalty: 2943.760498
	Iteration 18Q: 3 clusters Score -1959269 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1959326.625000 Penalty: 2943.760498
	Iteration 19Q: 3 clusters Score -1959327 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1959371.875000 Penalty: 2943.760498
	Iteration 20F: 3 clusters Score -1959372 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1959419.750000 Penalty: 2943.760498
	Iteration 21Q: 3 clusters Score -1959420 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1959479.625000 Penalty: 2943.760498
	Iteration 22Q: 3 clusters Score -1959480 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1959541.500000 Penalty: 2943.760498
	Iteration 23Q: 3 clusters Score -1959542 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1959591.625000 Penalty: 2943.760498
	Iteration 24Q: 3 clusters Score -1959592 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1959643.000000 Penalty: 2943.760498
	Iteration 25Q: 3 clusters Score -1959643 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1959682.875000 Penalty: 2943.760498
	Iteration 26Q: 3 clusters Score -1959683 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1959708.000000 Penalty: 2943.760498
	Iteration 27Q: 3 clusters Score -1959708 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1959729.875000 Penalty: 2943.760498
	Iteration 28Q: 3 clusters Score -1959730 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1959753.875000 Penalty: 2943.760498
	Iteration 29Q: 3 clusters Score -1959754 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1959773.125000 Penalty: 2943.760498
	Iteration 30Q: 3 clusters Score -1959773 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1959799.250000 Penalty: 2943.760498
	Iteration 31Q: 3 clusters Score -1959799 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1959820.500000 Penalty: 2943.760498
	Iteration 32Q: 3 clusters Score -1959820 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1959856.000000 Penalty: 2943.760498
	Iteration 33Q: 3 clusters Score -1959856 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1959872.500000 Penalty: 2943.760498
	Iteration 34Q: 3 clusters Score -1959872 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1959896.500000 Penalty: 2943.760498
	Iteration 35Q: 3 clusters Score -1959896 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1959912.125000 Penalty: 2943.760498
	Iteration 36Q: 3 clusters Score -1959912 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1959941.375000 Penalty: 2943.760498
	Iteration 37Q: 3 clusters Score -1959941 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1959959.000000 Penalty: 2943.760498
	Iteration 38Q: 3 clusters Score -1959959 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1959977.625000 Penalty: 2943.760498
	Iteration 39Q: 3 clusters Score -1959978 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1959989.750000 Penalty: 2943.760498
	Iteration 40F: 3 clusters Score -1959990 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1959998.750000 Penalty: 2943.760498
	Iteration 41Q: 3 clusters Score -1959999 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1960020.750000 Penalty: 2943.760498
	Iteration 42Q: 3 clusters Score -1960021 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1960023.250000 Penalty: 2943.760498
	Iteration 43Q: 3 clusters Score -1960023 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1960030.500000 Penalty: 2943.760498
	Iteration 44Q: 3 clusters Score -1960030 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1960038.625000 Penalty: 2943.760498
	Iteration 45Q: 3 clusters Score -1960039 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1960049.125000 Penalty: 2943.760498
	Iteration 46Q: 3 clusters Score -1960049 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1960044.875000 Penalty: 2943.760498
	Iteration 47Q: 3 clusters Score -1960045 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1960045.125000 Penalty: 2943.760498
	Iteration 48Q: 3 clusters Score -1960045 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1960050.500000 Penalty: 2943.760498
	Iteration 49Q: 3 clusters Score -1960050 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1960057.000000 Penalty: 2943.760498
	Iteration 50Q: 3 clusters Score -1960057 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1960061.000000 Penalty: 2943.760498
	Iteration 51Q: 3 clusters Score -1960061 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1960063.500000 Penalty: 2943.760498
	Iteration 52Q: 3 clusters Score -1960064 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1960068.500000 Penalty: 2943.760498
	Iteration 53Q: 3 clusters Score -1960068 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1960072.625000 Penalty: 2943.760498
	Iteration 54Q: 3 clusters Score -1960073 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1960072.500000 Penalty: 2943.760498
	Iteration 55Q: 3 clusters Score -1960072 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1960078.750000 Penalty: 2943.760498
	Iteration 56Q: 3 clusters Score -1960079 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1960084.875000 Penalty: 2943.760498
	Iteration 57Q: 3 clusters Score -1960085 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1960084.625000 Penalty: 2943.760498
	Iteration 58Q: 3 clusters Score -1960085 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1960086.875000 Penalty: 2943.760498
	Iteration 59Q: 3 clusters Score -1960087 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1960092.625000 Penalty: 2943.760498
	Iteration 60F: 3 clusters Score -1960093 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1960098.375000 Penalty: 2943.760498
	Iteration 61Q: 3 clusters Score -1960098 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1960095.625000 Penalty: 2943.760498
	Iteration 62Q: 3 clusters Score -1960096 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1960099.875000 Penalty: 2943.760498
	Iteration 63Q: 3 clusters Score -1960100 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1960098.500000 Penalty: 2943.760498
	Iteration 64Q: 3 clusters Score -1960098 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1960100.125000 Penalty: 2943.760498
	Iteration 65Q: 3 clusters Score -1960100 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1960103.500000 Penalty: 2943.760498
	Iteration 66Q: 3 clusters Score -1960104 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1960106.625000 Penalty: 2943.760498
	Iteration 67Q: 3 clusters Score -1960107 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1960110.625000 Penalty: 2943.760498
	Iteration 68Q: 3 clusters Score -1960111 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1960113.750000 Penalty: 2943.760498
	Iteration 69Q: 3 clusters Score -1960114 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1960120.625000 Penalty: 2943.760498
	Iteration 70Q: 3 clusters Score -1960121 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1960124.375000 Penalty: 2943.760498
	Iteration 71Q: 3 clusters Score -1960124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1960125.750000 Penalty: 2943.760498
	Iteration 72Q: 3 clusters Score -1960126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1960122.000000 Penalty: 2943.760498
	Iteration 73Q: 3 clusters Score -1960122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1960125.000000 Penalty: 2943.760498
	Iteration 74Q: 3 clusters Score -1960125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1960123.250000 Penalty: 2943.760498
	Iteration 75Q: 3 clusters Score -1960123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1960124.875000 Penalty: 2943.760498
	Iteration 76Q: 3 clusters Score -1960125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1960123.000000 Penalty: 2943.760498
	Iteration 77Q: 3 clusters Score -1960123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1960131.875000 Penalty: 2943.760498
	Iteration 78Q: 3 clusters Score -1960132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1960133.000000 Penalty: 2943.760498
	Iteration 79Q: 3 clusters Score -1960133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1960129.125000 Penalty: 2943.760498
	Iteration 80F: 3 clusters Score -1960129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1960130.375000 Penalty: 2943.760498
	Iteration 81Q: 3 clusters Score -1960130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1960130.500000 Penalty: 2943.760498
	Iteration 82Q: 3 clusters Score -1960130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1960130.625000 Penalty: 2943.760498
	Iteration 83Q: 3 clusters Score -1960131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1960126.625000 Penalty: 2943.760498
	Iteration 84Q: 3 clusters Score -1960127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1960123.875000 Penalty: 2943.760498
	Iteration 85Q: 3 clusters Score -1960124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1960125.375000 Penalty: 2943.760498
	Iteration 86Q: 3 clusters Score -1960125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1960125.375000 Penalty: 2943.760498
	Iteration 87F: 3 clusters Score -1960125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (37485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37485 members 
Entering Unmasked Estep 
Score: -3873444.250000 Penalty: 1567.116455
	Iteration 0F: 2 clusters Score -3873444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -3849042.500000 Penalty: 3134.232910
	Iteration 0F: 3 clusters Score -3849042 nChanged 17176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -3858426.000000 Penalty: 3134.232910
	Iteration 1F: 3 clusters Score -3858426 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -3859043.000000 Penalty: 3134.232910
	Iteration 2Q: 3 clusters Score -3859043 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -3859734.500000 Penalty: 3134.232910
	Iteration 3Q: 3 clusters Score -3859734 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -3860637.250000 Penalty: 3134.232910
	Iteration 4F: 3 clusters Score -3860637 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -3861799.500000 Penalty: 3134.232910
	Iteration 5F: 3 clusters Score -3861800 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 23576 members 
Entering Unmasked Estep 
Score: -3863145.250000 Penalty: 3134.232910
	Iteration 6F: 3 clusters Score -3863145 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 24946 members 
Entering Unmasked Estep 
Score: -3864407.500000 Penalty: 3134.232910
	Iteration 7F: 3 clusters Score -3864408 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
Score: -3865582.750000 Penalty: 3134.232910
	Iteration 8F: 3 clusters Score -3865583 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 27526 members 
Entering Unmasked Estep 
Score: -3866562.750000 Penalty: 3134.232910
	Iteration 9Q: 3 clusters Score -3866563 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 28679 members 
Entering Unmasked Estep 
Score: -3867344.750000 Penalty: 3134.232910
	Iteration 10Q: 3 clusters Score -3867345 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 29765 members 
Entering Unmasked Estep 
Score: -3868023.500000 Penalty: 3134.232910
	Iteration 11Q: 3 clusters Score -3868024 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 30715 members 
Entering Unmasked Estep 
Score: -3868592.750000 Penalty: 3134.232910
	Iteration 12Q: 3 clusters Score -3868593 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 31616 members 
Entering Unmasked Estep 
Score: -3869106.000000 Penalty: 3134.232910
	Iteration 13Q: 3 clusters Score -3869106 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 32446 members 
Entering Unmasked Estep 
Score: -3869612.250000 Penalty: 3134.232910
	Iteration 14Q: 3 clusters Score -3869612 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 33212 members 
Entering Unmasked Estep 
Score: -3870101.500000 Penalty: 3134.232910
	Iteration 15Q: 3 clusters Score -3870102 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 33979 members 
Entering Unmasked Estep 
Score: -3870583.250000 Penalty: 3134.232910
	Iteration 16Q: 3 clusters Score -3870583 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 34595 members 
Entering Unmasked Estep 
Score: -3870967.000000 Penalty: 3134.232910
	Iteration 17Q: 3 clusters Score -3870967 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 35077 members 
Entering Unmasked Estep 
Score: -3871286.500000 Penalty: 3134.232910
	Iteration 18Q: 3 clusters Score -3871286 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 35452 members 
Entering Unmasked Estep 
Score: -3871518.000000 Penalty: 3134.232910
	Iteration 19Q: 3 clusters Score -3871518 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 35739 members 
Entering Unmasked Estep 
Score: -3871680.750000 Penalty: 3134.232910
	Iteration 20F: 3 clusters Score -3871681 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 35956 members 
Entering Unmasked Estep 
Score: -3871797.000000 Penalty: 3134.232910
	Iteration 21Q: 3 clusters Score -3871797 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 36110 members 
Entering Unmasked Estep 
Score: -3871874.500000 Penalty: 3134.232910
	Iteration 22Q: 3 clusters Score -3871874 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 36224 members 
Entering Unmasked Estep 
Score: -3871941.500000 Penalty: 3134.232910
	Iteration 23Q: 3 clusters Score -3871942 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 36316 members 
Entering Unmasked Estep 
Score: -3871980.500000 Penalty: 3134.232910
	Iteration 24Q: 3 clusters Score -3871980 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 36383 members 
Entering Unmasked Estep 
Score: -3872031.500000 Penalty: 3134.232910
	Iteration 25Q: 3 clusters Score -3872032 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 36443 members 
Entering Unmasked Estep 
Score: -3872068.000000 Penalty: 3134.232910
	Iteration 26Q: 3 clusters Score -3872068 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 36494 members 
Entering Unmasked Estep 
Score: -3872106.750000 Penalty: 3134.232910
	Iteration 27Q: 3 clusters Score -3872107 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 36545 members 
Entering Unmasked Estep 
Score: -3872140.500000 Penalty: 3134.232910
	Iteration 28Q: 3 clusters Score -3872140 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 36602 members 
Entering Unmasked Estep 
Score: -3872177.500000 Penalty: 3134.232910
	Iteration 29Q: 3 clusters Score -3872178 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 36653 members 
Entering Unmasked Estep 
Score: -3872213.500000 Penalty: 3134.232910
	Iteration 30Q: 3 clusters Score -3872214 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 36680 members 
Entering Unmasked Estep 
Score: -3872242.500000 Penalty: 3134.232910
	Iteration 31Q: 3 clusters Score -3872242 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 36699 members 
Entering Unmasked Estep 
Score: -3872249.250000 Penalty: 3134.232910
	Iteration 32Q: 3 clusters Score -3872249 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 36714 members 
Entering Unmasked Estep 
Score: -3872249.250000 Penalty: 3134.232910
	Iteration 33Q: 3 clusters Score -3872249 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 36723 members 
Entering Unmasked Estep 
Score: -3872258.000000 Penalty: 3134.232910
	Iteration 34Q: 3 clusters Score -3872258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 36728 members 
Entering Unmasked Estep 
Score: -3872258.750000 Penalty: 3134.232910
	Iteration 35Q: 3 clusters Score -3872259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 36734 members 
Entering Unmasked Estep 
Score: -3872266.000000 Penalty: 3134.232910
	Iteration 36Q: 3 clusters Score -3872266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 36735 members 
Entering Unmasked Estep 
Score: -3872265.250000 Penalty: 3134.232910
	Iteration 37Q: 3 clusters Score -3872265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 36736 members 
Entering Unmasked Estep 
Score: -3872273.000000 Penalty: 3134.232910
	Iteration 38Q: 3 clusters Score -3872273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 36737 members 
Entering Unmasked Estep 
Score: -3872273.000000 Penalty: 3134.232910
	Iteration 39Q: 3 clusters Score -3872273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 36738 members 
Entering Unmasked Estep 
Score: -3872273.000000 Penalty: 3134.232910
	Iteration 40F: 3 clusters Score -3872273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 36739 members 
Entering Unmasked Estep 
Score: -3872276.000000 Penalty: 3134.232910
	Iteration 41Q: 3 clusters Score -3872276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 36738 members 
Entering Unmasked Estep 
Score: -3872276.500000 Penalty: 3134.232910
	Iteration 42Q: 3 clusters Score -3872276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 36738 members 
Entering Unmasked Estep 
Score: -3872276.500000 Penalty: 3134.232910
	Iteration 43F: 3 clusters Score -3872276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (10783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Entering Unmasked Estep 
Score: -1039270.125000 Penalty: 1381.716187
	Iteration 0F: 2 clusters Score -1039270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1032019.000000 Penalty: 2763.432373
	Iteration 0F: 3 clusters Score -1032019 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1034498.812500 Penalty: 2763.432373
	Iteration 1F: 3 clusters Score -1034499 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1034848.250000 Penalty: 2763.432373
	Iteration 2F: 3 clusters Score -1034848 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1035138.250000 Penalty: 2763.432373
	Iteration 3F: 3 clusters Score -1035138 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1035423.875000 Penalty: 2763.432373
	Iteration 4F: 3 clusters Score -1035424 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1035681.750000 Penalty: 2763.432373
	Iteration 5Q: 3 clusters Score -1035682 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1035966.250000 Penalty: 2763.432373
	Iteration 6Q: 3 clusters Score -1035966 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1036287.687500 Penalty: 2763.432373
	Iteration 7Q: 3 clusters Score -1036288 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1036610.437500 Penalty: 2763.432373
	Iteration 8Q: 3 clusters Score -1036610 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1036936.437500 Penalty: 2763.432373
	Iteration 9Q: 3 clusters Score -1036936 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1037274.625000 Penalty: 2763.432373
	Iteration 10Q: 3 clusters Score -1037275 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1037596.500000 Penalty: 2763.432373
	Iteration 11Q: 3 clusters Score -1037596 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1037889.000000 Penalty: 2763.432373
	Iteration 12Q: 3 clusters Score -1037889 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1038111.750000 Penalty: 2763.432373
	Iteration 13Q: 3 clusters Score -1038112 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1038294.125000 Penalty: 2763.432373
	Iteration 14Q: 3 clusters Score -1038294 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1038438.625000 Penalty: 2763.432373
	Iteration 15Q: 3 clusters Score -1038439 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1038547.687500 Penalty: 2763.432373
	Iteration 16Q: 3 clusters Score -1038548 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1038609.562500 Penalty: 2763.432373
	Iteration 17Q: 3 clusters Score -1038610 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1038652.812500 Penalty: 2763.432373
	Iteration 18Q: 3 clusters Score -1038653 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1038698.312500 Penalty: 2763.432373
	Iteration 19Q: 3 clusters Score -1038698 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1038735.250000 Penalty: 2763.432373
	Iteration 20F: 3 clusters Score -1038735 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1038767.062500 Penalty: 2763.432373
	Iteration 21Q: 3 clusters Score -1038767 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1038791.750000 Penalty: 2763.432373
	Iteration 22Q: 3 clusters Score -1038792 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1038817.187500 Penalty: 2763.432373
	Iteration 23Q: 3 clusters Score -1038817 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1038831.625000 Penalty: 2763.432373
	Iteration 24Q: 3 clusters Score -1038832 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1038840.750000 Penalty: 2763.432373
	Iteration 25Q: 3 clusters Score -1038841 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1038847.875000 Penalty: 2763.432373
	Iteration 26Q: 3 clusters Score -1038848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1038853.437500 Penalty: 2763.432373
	Iteration 27Q: 3 clusters Score -1038853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1038857.062500 Penalty: 2763.432373
	Iteration 28Q: 3 clusters Score -1038857 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1038868.750000 Penalty: 2763.432373
	Iteration 29Q: 3 clusters Score -1038869 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1038881.000000 Penalty: 2763.432373
	Iteration 30Q: 3 clusters Score -1038881 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1038898.125000 Penalty: 2763.432373
	Iteration 31Q: 3 clusters Score -1038898 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1038913.500000 Penalty: 2763.432373
	Iteration 32Q: 3 clusters Score -1038914 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1038932.187500 Penalty: 2763.432373
	Iteration 33Q: 3 clusters Score -1038932 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1038957.937500 Penalty: 2763.432373
	Iteration 34Q: 3 clusters Score -1038958 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1038986.125000 Penalty: 2763.432373
	Iteration 35Q: 3 clusters Score -1038986 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1039040.375000 Penalty: 2763.432373
	Iteration 36Q: 3 clusters Score -1039040 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1039108.562500 Penalty: 2763.432373
	Iteration 37Q: 3 clusters Score -1039109 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1039197.312500 Penalty: 2763.432373
	Iteration 38Q: 3 clusters Score -1039197 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1039235.125000 Penalty: 2763.432373
	Iteration 39Q: 3 clusters Score -1039235 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1039244.000000 Penalty: 2763.432373
	Iteration 40F: 3 clusters Score -1039244 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1039251.500000 Penalty: 2763.432373
	Iteration 41Q: 3 clusters Score -1039252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1039257.375000 Penalty: 2763.432373
	Iteration 42Q: 3 clusters Score -1039257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1039259.875000 Penalty: 2763.432373
	Iteration 43Q: 3 clusters Score -1039260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1039261.000000 Penalty: 2763.432373
	Iteration 44Q: 3 clusters Score -1039261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1039261.625000 Penalty: 2763.432373
	Iteration 45Q: 3 clusters Score -1039262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1039263.187500 Penalty: 2763.432373
	Iteration 46Q: 3 clusters Score -1039263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1039263.187500 Penalty: 2763.432373
	Iteration 47F: 3 clusters Score -1039263 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Entering Unmasked Estep 
Score: -932420.625000 Penalty: 1357.718994
	Iteration 0F: 2 clusters Score -932420.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -926054.750000 Penalty: 2715.437988
	Iteration 0F: 3 clusters Score -926054.8 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -928168.875000 Penalty: 2715.437988
	Iteration 1F: 3 clusters Score -928168.9 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -928543.312500 Penalty: 2715.437988
	Iteration 2F: 3 clusters Score -928543.3 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -928844.000000 Penalty: 2715.437988
	Iteration 3F: 3 clusters Score -928844 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -929102.375000 Penalty: 2715.437988
	Iteration 4F: 3 clusters Score -929102.4 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -929381.750000 Penalty: 2715.437988
	Iteration 5Q: 3 clusters Score -929381.8 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -929667.875000 Penalty: 2715.437988
	Iteration 6Q: 3 clusters Score -929667.9 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -929980.375000 Penalty: 2715.437988
	Iteration 7Q: 3 clusters Score -929980.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -930263.812500 Penalty: 2715.437988
	Iteration 8Q: 3 clusters Score -930263.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -930511.500000 Penalty: 2715.437988
	Iteration 9Q: 3 clusters Score -930511.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -930746.812500 Penalty: 2715.437988
	Iteration 10Q: 3 clusters Score -930746.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -930956.500000 Penalty: 2715.437988
	Iteration 11Q: 3 clusters Score -930956.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -931104.062500 Penalty: 2715.437988
	Iteration 12Q: 3 clusters Score -931104.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -931199.375000 Penalty: 2715.437988
	Iteration 13Q: 3 clusters Score -931199.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -931266.812500 Penalty: 2715.437988
	Iteration 14Q: 3 clusters Score -931266.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -931316.625000 Penalty: 2715.437988
	Iteration 15Q: 3 clusters Score -931316.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -931350.250000 Penalty: 2715.437988
	Iteration 16Q: 3 clusters Score -931350.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -931381.125000 Penalty: 2715.437988
	Iteration 17Q: 3 clusters Score -931381.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -931395.437500 Penalty: 2715.437988
	Iteration 18Q: 3 clusters Score -931395.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -931404.812500 Penalty: 2715.437988
	Iteration 19Q: 3 clusters Score -931404.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -931410.500000 Penalty: 2715.437988
	Iteration 20F: 3 clusters Score -931410.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -931414.187500 Penalty: 2715.437988
	Iteration 21Q: 3 clusters Score -931414.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -931414.875000 Penalty: 2715.437988
	Iteration 22Q: 3 clusters Score -931414.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -931418.562500 Penalty: 2715.437988
	Iteration 23Q: 3 clusters Score -931418.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -931420.375000 Penalty: 2715.437988
	Iteration 24Q: 3 clusters Score -931420.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -931420.500000 Penalty: 2715.437988
	Iteration 25Q: 3 clusters Score -931420.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -931420.812500 Penalty: 2715.437988
	Iteration 26Q: 3 clusters Score -931420.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -931422.500000 Penalty: 2715.437988
	Iteration 27Q: 3 clusters Score -931422.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -931421.687500 Penalty: 2715.437988
	Iteration 28Q: 3 clusters Score -931421.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -931423.125000 Penalty: 2715.437988
	Iteration 29Q: 3 clusters Score -931423.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -931426.437500 Penalty: 2715.437988
	Iteration 30Q: 3 clusters Score -931426.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -931426.687500 Penalty: 2715.437988
	Iteration 31Q: 3 clusters Score -931426.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -931428.625000 Penalty: 2715.437988
	Iteration 32Q: 3 clusters Score -931428.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -931430.437500 Penalty: 2715.437988
	Iteration 33Q: 3 clusters Score -931430.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -931432.437500 Penalty: 2715.437988
	Iteration 34Q: 3 clusters Score -931432.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -931434.375000 Penalty: 2715.437988
	Iteration 35Q: 3 clusters Score -931434.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -931436.312500 Penalty: 2715.437988
	Iteration 36Q: 3 clusters Score -931436.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -931437.187500 Penalty: 2715.437988
	Iteration 37Q: 3 clusters Score -931437.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -931437.562500 Penalty: 2715.437988
	Iteration 38Q: 3 clusters Score -931437.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -931439.437500 Penalty: 2715.437988
	Iteration 39Q: 3 clusters Score -931439.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -931440.500000 Penalty: 2715.437988
	Iteration 40F: 3 clusters Score -931440.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -931442.687500 Penalty: 2715.437988
	Iteration 41Q: 3 clusters Score -931442.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -931447.687500 Penalty: 2715.437988
	Iteration 42Q: 3 clusters Score -931447.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -931449.125000 Penalty: 2715.437988
	Iteration 43Q: 3 clusters Score -931449.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -931452.687500 Penalty: 2715.437988
	Iteration 44Q: 3 clusters Score -931452.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -931458.437500 Penalty: 2715.437988
	Iteration 45Q: 3 clusters Score -931458.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -931462.125000 Penalty: 2715.437988
	Iteration 46Q: 3 clusters Score -931462.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -931467.437500 Penalty: 2715.437988
	Iteration 47Q: 3 clusters Score -931467.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -931467.812500 Penalty: 2715.437988
	Iteration 48Q: 3 clusters Score -931467.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -931471.187500 Penalty: 2715.437988
	Iteration 49Q: 3 clusters Score -931471.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -931472.750000 Penalty: 2715.437988
	Iteration 50Q: 3 clusters Score -931472.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -931474.625000 Penalty: 2715.437988
	Iteration 51Q: 3 clusters Score -931474.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -931475.562500 Penalty: 2715.437988
	Iteration 52Q: 3 clusters Score -931475.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -931475.562500 Penalty: 2715.437988
	Iteration 53F: 3 clusters Score -931475.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Entering Unmasked Estep 
Score: -89082.914062 Penalty: 1025.926880
	Iteration 0F: 2 clusters Score -89082.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -87883.414062 Penalty: 2051.853760
	Iteration 0F: 3 clusters Score -87883.41 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -88160.960938 Penalty: 2051.853760
	Iteration 1F: 3 clusters Score -88160.96 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -88223.078125 Penalty: 2051.853760
	Iteration 2Q: 3 clusters Score -88223.08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -88274.882812 Penalty: 2051.853760
	Iteration 3Q: 3 clusters Score -88274.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -88313.203125 Penalty: 2051.853760
	Iteration 4Q: 3 clusters Score -88313.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -88338.093750 Penalty: 2051.853760
	Iteration 5Q: 3 clusters Score -88338.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -88370.343750 Penalty: 2051.853760
	Iteration 6Q: 3 clusters Score -88370.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -88391.234375 Penalty: 2051.853760
	Iteration 7Q: 3 clusters Score -88391.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -88402.203125 Penalty: 2051.853760
	Iteration 8Q: 3 clusters Score -88402.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -88416.898438 Penalty: 2051.853760
	Iteration 9Q: 3 clusters Score -88416.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -88420.703125 Penalty: 2051.853760
	Iteration 10Q: 3 clusters Score -88420.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -88420.703125 Penalty: 2051.853760
	Iteration 11F: 3 clusters Score -88420.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (7998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Entering Unmasked Estep 
Score: -829390.375000 Penalty: 1337.257690
	Iteration 0F: 2 clusters Score -829390.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -823921.625000 Penalty: 2674.515381
	Iteration 0F: 3 clusters Score -823921.6 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -825669.937500 Penalty: 2674.515381
	Iteration 1F: 3 clusters Score -825669.9 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -825966.500000 Penalty: 2674.515381
	Iteration 2F: 3 clusters Score -825966.5 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -826234.187500 Penalty: 2674.515381
	Iteration 3F: 3 clusters Score -826234.2 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -826493.062500 Penalty: 2674.515381
	Iteration 4F: 3 clusters Score -826493.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -826731.750000 Penalty: 2674.515381
	Iteration 5Q: 3 clusters Score -826731.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -826945.875000 Penalty: 2674.515381
	Iteration 6Q: 3 clusters Score -826945.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -827148.562500 Penalty: 2674.515381
	Iteration 7Q: 3 clusters Score -827148.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -827355.187500 Penalty: 2674.515381
	Iteration 8Q: 3 clusters Score -827355.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -827531.750000 Penalty: 2674.515381
	Iteration 9Q: 3 clusters Score -827531.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -827681.437500 Penalty: 2674.515381
	Iteration 10Q: 3 clusters Score -827681.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -827789.625000 Penalty: 2674.515381
	Iteration 11Q: 3 clusters Score -827789.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -827877.062500 Penalty: 2674.515381
	Iteration 12Q: 3 clusters Score -827877.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -827947.312500 Penalty: 2674.515381
	Iteration 13Q: 3 clusters Score -827947.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -828006.437500 Penalty: 2674.515381
	Iteration 14Q: 3 clusters Score -828006.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -828054.687500 Penalty: 2674.515381
	Iteration 15Q: 3 clusters Score -828054.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -828088.375000 Penalty: 2674.515381
	Iteration 16Q: 3 clusters Score -828088.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -828112.750000 Penalty: 2674.515381
	Iteration 17Q: 3 clusters Score -828112.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -828134.250000 Penalty: 2674.515381
	Iteration 18Q: 3 clusters Score -828134.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -828150.500000 Penalty: 2674.515381
	Iteration 19Q: 3 clusters Score -828150.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -828159.312500 Penalty: 2674.515381
	Iteration 20F: 3 clusters Score -828159.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -828170.812500 Penalty: 2674.515381
	Iteration 21Q: 3 clusters Score -828170.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -828178.812500 Penalty: 2674.515381
	Iteration 22Q: 3 clusters Score -828178.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -828185.937500 Penalty: 2674.515381
	Iteration 23Q: 3 clusters Score -828185.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -828193.125000 Penalty: 2674.515381
	Iteration 24Q: 3 clusters Score -828193.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -828198.937500 Penalty: 2674.515381
	Iteration 25Q: 3 clusters Score -828198.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -828204.125000 Penalty: 2674.515381
	Iteration 26Q: 3 clusters Score -828204.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -828207.687500 Penalty: 2674.515381
	Iteration 27Q: 3 clusters Score -828207.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -828212.625000 Penalty: 2674.515381
	Iteration 28Q: 3 clusters Score -828212.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -828217.937500 Penalty: 2674.515381
	Iteration 29Q: 3 clusters Score -828217.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -828223.375000 Penalty: 2674.515381
	Iteration 30Q: 3 clusters Score -828223.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -828226.187500 Penalty: 2674.515381
	Iteration 31Q: 3 clusters Score -828226.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -828230.687500 Penalty: 2674.515381
	Iteration 32Q: 3 clusters Score -828230.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -828232.187500 Penalty: 2674.515381
	Iteration 33Q: 3 clusters Score -828232.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -828234.062500 Penalty: 2674.515381
	Iteration 34Q: 3 clusters Score -828234.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -828236.812500 Penalty: 2674.515381
	Iteration 35Q: 3 clusters Score -828236.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -828239.750000 Penalty: 2674.515381
	Iteration 36Q: 3 clusters Score -828239.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -828240.750000 Penalty: 2674.515381
	Iteration 37Q: 3 clusters Score -828240.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -828242.625000 Penalty: 2674.515381
	Iteration 38Q: 3 clusters Score -828242.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -828245.187500 Penalty: 2674.515381
	Iteration 39Q: 3 clusters Score -828245.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -828248.625000 Penalty: 2674.515381
	Iteration 40F: 3 clusters Score -828248.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -828248.875000 Penalty: 2674.515381
	Iteration 41Q: 3 clusters Score -828248.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -828251.000000 Penalty: 2674.515381
	Iteration 42Q: 3 clusters Score -828251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -828254.312500 Penalty: 2674.515381
	Iteration 43Q: 3 clusters Score -828254.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -828253.375000 Penalty: 2674.515381
	Iteration 44Q: 3 clusters Score -828253.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -828253.812500 Penalty: 2674.515381
	Iteration 45Q: 3 clusters Score -828253.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -828253.937500 Penalty: 2674.515381
	Iteration 46Q: 3 clusters Score -828253.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -828253.937500 Penalty: 2674.515381
	Iteration 47F: 3 clusters Score -828253.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Entering Unmasked Estep 
Score: -385104.625000 Penalty: 1235.487793
	Iteration 0F: 2 clusters Score -385104.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -382009.187500 Penalty: 2470.975586
	Iteration 0F: 3 clusters Score -382009.2 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -382928.843750 Penalty: 2470.975586
	Iteration 1F: 3 clusters Score -382928.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -383237.187500 Penalty: 2470.975586
	Iteration 2F: 3 clusters Score -383237.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -383457.968750 Penalty: 2470.975586
	Iteration 3F: 3 clusters Score -383458 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -383638.218750 Penalty: 2470.975586
	Iteration 4F: 3 clusters Score -383638.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -383780.718750 Penalty: 2470.975586
	Iteration 5Q: 3 clusters Score -383780.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -383888.031250 Penalty: 2470.975586
	Iteration 6Q: 3 clusters Score -383888 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -383988.281250 Penalty: 2470.975586
	Iteration 7Q: 3 clusters Score -383988.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -384108.093750 Penalty: 2470.975586
	Iteration 8Q: 3 clusters Score -384108.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -384238.281250 Penalty: 2470.975586
	Iteration 9Q: 3 clusters Score -384238.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -384349.000000 Penalty: 2470.975586
	Iteration 10Q: 3 clusters Score -384349 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -384449.906250 Penalty: 2470.975586
	Iteration 11Q: 3 clusters Score -384449.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -384525.125000 Penalty: 2470.975586
	Iteration 12Q: 3 clusters Score -384525.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -384569.531250 Penalty: 2470.975586
	Iteration 13Q: 3 clusters Score -384569.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -384610.343750 Penalty: 2470.975586
	Iteration 14Q: 3 clusters Score -384610.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -384638.812500 Penalty: 2470.975586
	Iteration 15Q: 3 clusters Score -384638.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -384660.937500 Penalty: 2470.975586
	Iteration 16Q: 3 clusters Score -384660.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -384679.468750 Penalty: 2470.975586
	Iteration 17Q: 3 clusters Score -384679.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -384696.156250 Penalty: 2470.975586
	Iteration 18Q: 3 clusters Score -384696.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -384706.687500 Penalty: 2470.975586
	Iteration 19Q: 3 clusters Score -384706.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -384713.312500 Penalty: 2470.975586
	Iteration 20F: 3 clusters Score -384713.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -384717.718750 Penalty: 2470.975586
	Iteration 21Q: 3 clusters Score -384717.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -384720.500000 Penalty: 2470.975586
	Iteration 22Q: 3 clusters Score -384720.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -384723.531250 Penalty: 2470.975586
	Iteration 23Q: 3 clusters Score -384723.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -384724.062500 Penalty: 2470.975586
	Iteration 24Q: 3 clusters Score -384724.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -384725.312500 Penalty: 2470.975586
	Iteration 25Q: 3 clusters Score -384725.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -384725.968750 Penalty: 2470.975586
	Iteration 26Q: 3 clusters Score -384726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -384726.750000 Penalty: 2470.975586
	Iteration 27Q: 3 clusters Score -384726.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -384726.750000 Penalty: 2470.975586
	Iteration 28F: 3 clusters Score -384726.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Entering Unmasked Estep 
Score: -21723.785156 Penalty: 825.702515
	Iteration 0F: 2 clusters Score -21723.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -21162.648438 Penalty: 1651.405029
	Iteration 0F: 3 clusters Score -21162.65 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -21234.878906 Penalty: 1651.405029
	Iteration 1F: 3 clusters Score -21234.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -21251.330078 Penalty: 1651.405029
	Iteration 2Q: 3 clusters Score -21251.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -21262.146484 Penalty: 1651.405029
	Iteration 3Q: 3 clusters Score -21262.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -21272.091797 Penalty: 1651.405029
	Iteration 4Q: 3 clusters Score -21272.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -21276.496094 Penalty: 1651.405029
	Iteration 5Q: 3 clusters Score -21276.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -21280.375000 Penalty: 1651.405029
	Iteration 6Q: 3 clusters Score -21280.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -21283.566406 Penalty: 1651.405029
	Iteration 7Q: 3 clusters Score -21283.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -21283.566406 Penalty: 1651.405029
	Iteration 8F: 3 clusters Score -21283.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Entering Unmasked Estep 
Score: -155510.343750 Penalty: 1098.274780
	Iteration 0F: 2 clusters Score -155510.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -153874.156250 Penalty: 2196.549561
	Iteration 0F: 3 clusters Score -153874.2 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -154263.093750 Penalty: 2196.549561
	Iteration 1F: 3 clusters Score -154263.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -154381.265625 Penalty: 2196.549561
	Iteration 2F: 3 clusters Score -154381.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -154425.750000 Penalty: 2196.549561
	Iteration 3Q: 3 clusters Score -154425.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -154452.125000 Penalty: 2196.549561
	Iteration 4Q: 3 clusters Score -154452.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -154465.625000 Penalty: 2196.549561
	Iteration 5Q: 3 clusters Score -154465.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -154479.781250 Penalty: 2196.549561
	Iteration 6Q: 3 clusters Score -154479.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -154489.718750 Penalty: 2196.549561
	Iteration 7Q: 3 clusters Score -154489.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -154497.609375 Penalty: 2196.549561
	Iteration 8Q: 3 clusters Score -154497.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -154501.234375 Penalty: 2196.549561
	Iteration 9Q: 3 clusters Score -154501.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -154503.703125 Penalty: 2196.549561
	Iteration 10Q: 3 clusters Score -154503.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -154505.421875 Penalty: 2196.549561
	Iteration 11Q: 3 clusters Score -154505.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -154510.250000 Penalty: 2196.549561
	Iteration 12Q: 3 clusters Score -154510.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -154513.187500 Penalty: 2196.549561
	Iteration 13Q: 3 clusters Score -154513.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -154515.359375 Penalty: 2196.549561
	Iteration 14Q: 3 clusters Score -154515.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -154518.734375 Penalty: 2196.549561
	Iteration 15Q: 3 clusters Score -154518.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -154519.125000 Penalty: 2196.549561
	Iteration 16Q: 3 clusters Score -154519.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -154519.125000 Penalty: 2196.549561
	Iteration 17F: 3 clusters Score -154519.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (4277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Entering Unmasked Estep 
Score: -409194.000000 Penalty: 1244.117798
	Iteration 0F: 2 clusters Score -409194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -405990.656250 Penalty: 2488.235596
	Iteration 0F: 3 clusters Score -405990.7 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -406917.375000 Penalty: 2488.235596
	Iteration 1F: 3 clusters Score -406917.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -407132.375000 Penalty: 2488.235596
	Iteration 2F: 3 clusters Score -407132.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -407256.062500 Penalty: 2488.235596
	Iteration 3Q: 3 clusters Score -407256.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -407347.718750 Penalty: 2488.235596
	Iteration 4Q: 3 clusters Score -407347.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -407410.187500 Penalty: 2488.235596
	Iteration 5Q: 3 clusters Score -407410.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -407462.062500 Penalty: 2488.235596
	Iteration 6Q: 3 clusters Score -407462.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -407513.000000 Penalty: 2488.235596
	Iteration 7Q: 3 clusters Score -407513 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -407556.843750 Penalty: 2488.235596
	Iteration 8Q: 3 clusters Score -407556.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -407603.906250 Penalty: 2488.235596
	Iteration 9Q: 3 clusters Score -407603.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -407653.312500 Penalty: 2488.235596
	Iteration 10Q: 3 clusters Score -407653.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -407696.656250 Penalty: 2488.235596
	Iteration 11Q: 3 clusters Score -407696.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -407750.031250 Penalty: 2488.235596
	Iteration 12Q: 3 clusters Score -407750 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -407793.625000 Penalty: 2488.235596
	Iteration 13Q: 3 clusters Score -407793.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -407840.312500 Penalty: 2488.235596
	Iteration 14Q: 3 clusters Score -407840.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -407879.656250 Penalty: 2488.235596
	Iteration 15Q: 3 clusters Score -407879.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -407917.812500 Penalty: 2488.235596
	Iteration 16Q: 3 clusters Score -407917.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -407948.562500 Penalty: 2488.235596
	Iteration 17Q: 3 clusters Score -407948.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -407978.000000 Penalty: 2488.235596
	Iteration 18Q: 3 clusters Score -407978 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -408011.093750 Penalty: 2488.235596
	Iteration 19Q: 3 clusters Score -408011.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -408041.968750 Penalty: 2488.235596
	Iteration 20F: 3 clusters Score -408042 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -408081.781250 Penalty: 2488.235596
	Iteration 21Q: 3 clusters Score -408081.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -408121.437500 Penalty: 2488.235596
	Iteration 22Q: 3 clusters Score -408121.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -408167.375000 Penalty: 2488.235596
	Iteration 23Q: 3 clusters Score -408167.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -408212.000000 Penalty: 2488.235596
	Iteration 24Q: 3 clusters Score -408212 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -408239.031250 Penalty: 2488.235596
	Iteration 25Q: 3 clusters Score -408239 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -408261.281250 Penalty: 2488.235596
	Iteration 26Q: 3 clusters Score -408261.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -408286.625000 Penalty: 2488.235596
	Iteration 27Q: 3 clusters Score -408286.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -408306.593750 Penalty: 2488.235596
	Iteration 28Q: 3 clusters Score -408306.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -408317.375000 Penalty: 2488.235596
	Iteration 29Q: 3 clusters Score -408317.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -408324.375000 Penalty: 2488.235596
	Iteration 30Q: 3 clusters Score -408324.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -408326.781250 Penalty: 2488.235596
	Iteration 31Q: 3 clusters Score -408326.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -408330.343750 Penalty: 2488.235596
	Iteration 32Q: 3 clusters Score -408330.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -408331.375000 Penalty: 2488.235596
	Iteration 33Q: 3 clusters Score -408331.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -408332.343750 Penalty: 2488.235596
	Iteration 34Q: 3 clusters Score -408332.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -408333.343750 Penalty: 2488.235596
	Iteration 35Q: 3 clusters Score -408333.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -408335.531250 Penalty: 2488.235596
	Iteration 36Q: 3 clusters Score -408335.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -408336.781250 Penalty: 2488.235596
	Iteration 37Q: 3 clusters Score -408336.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -408342.000000 Penalty: 2488.235596
	Iteration 38Q: 3 clusters Score -408342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -408343.375000 Penalty: 2488.235596
	Iteration 39Q: 3 clusters Score -408343.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -408343.656250 Penalty: 2488.235596
	Iteration 40F: 3 clusters Score -408343.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -408344.406250 Penalty: 2488.235596
	Iteration 41Q: 3 clusters Score -408344.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -408345.093750 Penalty: 2488.235596
	Iteration 42Q: 3 clusters Score -408345.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -408346.218750 Penalty: 2488.235596
	Iteration 43Q: 3 clusters Score -408346.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -408346.156250 Penalty: 2488.235596
	Iteration 44Q: 3 clusters Score -408346.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -408346.687500 Penalty: 2488.235596
	Iteration 45Q: 3 clusters Score -408346.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -408347.625000 Penalty: 2488.235596
	Iteration 46Q: 3 clusters Score -408347.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -408348.500000 Penalty: 2488.235596
	Iteration 47Q: 3 clusters Score -408348.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -408349.812500 Penalty: 2488.235596
	Iteration 48Q: 3 clusters Score -408349.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -408351.218750 Penalty: 2488.235596
	Iteration 49Q: 3 clusters Score -408351.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -408351.281250 Penalty: 2488.235596
	Iteration 50Q: 3 clusters Score -408351.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -408352.750000 Penalty: 2488.235596
	Iteration 51Q: 3 clusters Score -408352.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -408354.468750 Penalty: 2488.235596
	Iteration 52Q: 3 clusters Score -408354.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -408354.312500 Penalty: 2488.235596
	Iteration 53Q: 3 clusters Score -408354.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -408355.062500 Penalty: 2488.235596
	Iteration 54Q: 3 clusters Score -408355.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -408355.062500 Penalty: 2488.235596
	Iteration 55F: 3 clusters Score -408355.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Entering Unmasked Estep 
Score: -317195.812500 Penalty: 1210.583252
	Iteration 0F: 2 clusters Score -317195.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -314446.562500 Penalty: 2421.166504
	Iteration 0F: 3 clusters Score -314446.6 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -315199.406250 Penalty: 2421.166504
	Iteration 1F: 3 clusters Score -315199.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -315372.843750 Penalty: 2421.166504
	Iteration 2F: 3 clusters Score -315372.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -315502.625000 Penalty: 2421.166504
	Iteration 3F: 3 clusters Score -315502.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -315587.562500 Penalty: 2421.166504
	Iteration 4Q: 3 clusters Score -315587.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -315649.468750 Penalty: 2421.166504
	Iteration 5Q: 3 clusters Score -315649.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -315692.906250 Penalty: 2421.166504
	Iteration 6Q: 3 clusters Score -315692.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -315729.656250 Penalty: 2421.166504
	Iteration 7Q: 3 clusters Score -315729.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -315759.250000 Penalty: 2421.166504
	Iteration 8Q: 3 clusters Score -315759.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -315792.218750 Penalty: 2421.166504
	Iteration 9Q: 3 clusters Score -315792.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -315818.187500 Penalty: 2421.166504
	Iteration 10Q: 3 clusters Score -315818.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -315839.625000 Penalty: 2421.166504
	Iteration 11Q: 3 clusters Score -315839.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -315853.718750 Penalty: 2421.166504
	Iteration 12Q: 3 clusters Score -315853.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -315864.937500 Penalty: 2421.166504
	Iteration 13Q: 3 clusters Score -315864.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -315876.968750 Penalty: 2421.166504
	Iteration 14Q: 3 clusters Score -315877 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -315891.375000 Penalty: 2421.166504
	Iteration 15Q: 3 clusters Score -315891.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -315913.593750 Penalty: 2421.166504
	Iteration 16Q: 3 clusters Score -315913.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -315937.312500 Penalty: 2421.166504
	Iteration 17Q: 3 clusters Score -315937.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -315961.375000 Penalty: 2421.166504
	Iteration 18Q: 3 clusters Score -315961.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -315976.906250 Penalty: 2421.166504
	Iteration 19Q: 3 clusters Score -315976.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -315994.781250 Penalty: 2421.166504
	Iteration 20F: 3 clusters Score -315994.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -316013.500000 Penalty: 2421.166504
	Iteration 21Q: 3 clusters Score -316013.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -316026.906250 Penalty: 2421.166504
	Iteration 22Q: 3 clusters Score -316026.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -316040.531250 Penalty: 2421.166504
	Iteration 23Q: 3 clusters Score -316040.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -316050.531250 Penalty: 2421.166504
	Iteration 24Q: 3 clusters Score -316050.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -316060.343750 Penalty: 2421.166504
	Iteration 25Q: 3 clusters Score -316060.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -316068.406250 Penalty: 2421.166504
	Iteration 26Q: 3 clusters Score -316068.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -316073.062500 Penalty: 2421.166504
	Iteration 27Q: 3 clusters Score -316073.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -316074.500000 Penalty: 2421.166504
	Iteration 28Q: 3 clusters Score -316074.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -316077.750000 Penalty: 2421.166504
	Iteration 29Q: 3 clusters Score -316077.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -316081.750000 Penalty: 2421.166504
	Iteration 30Q: 3 clusters Score -316081.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -316083.937500 Penalty: 2421.166504
	Iteration 31Q: 3 clusters Score -316083.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -316086.156250 Penalty: 2421.166504
	Iteration 32Q: 3 clusters Score -316086.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -316087.000000 Penalty: 2421.166504
	Iteration 33Q: 3 clusters Score -316087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -316088.625000 Penalty: 2421.166504
	Iteration 34Q: 3 clusters Score -316088.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -316088.562500 Penalty: 2421.166504
	Iteration 35Q: 3 clusters Score -316088.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -316089.500000 Penalty: 2421.166504
	Iteration 36Q: 3 clusters Score -316089.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -316089.500000 Penalty: 2421.166504
	Iteration 37F: 3 clusters Score -316089.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (34044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34044 members 
Entering Unmasked Estep 
Score: -3542855.750000 Penalty: 1552.788940
	Iteration 0F: 2 clusters Score -3542856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -3520936.000000 Penalty: 3105.577881
	Iteration 0F: 3 clusters Score -3520936 nChanged 15326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -3529202.000000 Penalty: 3105.577881
	Iteration 1F: 3 clusters Score -3529202 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -3529808.750000 Penalty: 3105.577881
	Iteration 2Q: 3 clusters Score -3529809 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -3530373.250000 Penalty: 3105.577881
	Iteration 3Q: 3 clusters Score -3530373 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -3530914.750000 Penalty: 3105.577881
	Iteration 4Q: 3 clusters Score -3530915 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -3531520.250000 Penalty: 3105.577881
	Iteration 5Q: 3 clusters Score -3531520 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -3532154.750000 Penalty: 3105.577881
	Iteration 6Q: 3 clusters Score -3532155 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -3532909.000000 Penalty: 3105.577881
	Iteration 7Q: 3 clusters Score -3532909 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -3533700.250000 Penalty: 3105.577881
	Iteration 8Q: 3 clusters Score -3533700 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -3534546.250000 Penalty: 3105.577881
	Iteration 9Q: 3 clusters Score -3534546 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -3535275.250000 Penalty: 3105.577881
	Iteration 10Q: 3 clusters Score -3535275 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -3535959.500000 Penalty: 3105.577881
	Iteration 11Q: 3 clusters Score -3535960 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 22736 members 
Entering Unmasked Estep 
Score: -3536481.500000 Penalty: 3105.577881
	Iteration 12Q: 3 clusters Score -3536482 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -3536922.750000 Penalty: 3105.577881
	Iteration 13Q: 3 clusters Score -3536923 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 23659 members 
Entering Unmasked Estep 
Score: -3537252.000000 Penalty: 3105.577881
	Iteration 14Q: 3 clusters Score -3537252 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -3537519.500000 Penalty: 3105.577881
	Iteration 15Q: 3 clusters Score -3537520 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -3537739.000000 Penalty: 3105.577881
	Iteration 16Q: 3 clusters Score -3537739 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 24762 members 
Entering Unmasked Estep 
Score: -3537880.500000 Penalty: 3105.577881
	Iteration 17Q: 3 clusters Score -3537880 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
Score: -3538004.750000 Penalty: 3105.577881
	Iteration 18Q: 3 clusters Score -3538005 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -3538107.000000 Penalty: 3105.577881
	Iteration 19Q: 3 clusters Score -3538107 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 25629 members 
Entering Unmasked Estep 
Score: -3538202.500000 Penalty: 3105.577881
	Iteration 20F: 3 clusters Score -3538202 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
Score: -3538316.000000 Penalty: 3105.577881
	Iteration 21Q: 3 clusters Score -3538316 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 26203 members 
Entering Unmasked Estep 
Score: -3538420.750000 Penalty: 3105.577881
	Iteration 22Q: 3 clusters Score -3538421 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
Score: -3538567.750000 Penalty: 3105.577881
	Iteration 23Q: 3 clusters Score -3538568 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 26857 members 
Entering Unmasked Estep 
Score: -3538685.000000 Penalty: 3105.577881
	Iteration 24Q: 3 clusters Score -3538685 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 27204 members 
Entering Unmasked Estep 
Score: -3538826.750000 Penalty: 3105.577881
	Iteration 25Q: 3 clusters Score -3538827 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 27584 members 
Entering Unmasked Estep 
Score: -3538990.500000 Penalty: 3105.577881
	Iteration 26Q: 3 clusters Score -3538990 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 27968 members 
Entering Unmasked Estep 
Score: -3539164.000000 Penalty: 3105.577881
	Iteration 27Q: 3 clusters Score -3539164 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -3539320.000000 Penalty: 3105.577881
	Iteration 28Q: 3 clusters Score -3539320 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 28746 members 
Entering Unmasked Estep 
Score: -3539488.000000 Penalty: 3105.577881
	Iteration 29Q: 3 clusters Score -3539488 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 29167 members 
Entering Unmasked Estep 
Score: -3539696.000000 Penalty: 3105.577881
	Iteration 30Q: 3 clusters Score -3539696 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 29610 members 
Entering Unmasked Estep 
Score: -3539922.750000 Penalty: 3105.577881
	Iteration 31Q: 3 clusters Score -3539923 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 30044 members 
Entering Unmasked Estep 
Score: -3540151.750000 Penalty: 3105.577881
	Iteration 32Q: 3 clusters Score -3540152 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 30462 members 
Entering Unmasked Estep 
Score: -3540367.500000 Penalty: 3105.577881
	Iteration 33Q: 3 clusters Score -3540368 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 30884 members 
Entering Unmasked Estep 
Score: -3540607.250000 Penalty: 3105.577881
	Iteration 34Q: 3 clusters Score -3540607 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 31238 members 
Entering Unmasked Estep 
Score: -3540806.250000 Penalty: 3105.577881
	Iteration 35Q: 3 clusters Score -3540806 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 31548 members 
Entering Unmasked Estep 
Score: -3540975.500000 Penalty: 3105.577881
	Iteration 36Q: 3 clusters Score -3540976 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 31790 members 
Entering Unmasked Estep 
Score: -3541122.500000 Penalty: 3105.577881
	Iteration 37Q: 3 clusters Score -3541122 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 32002 members 
Entering Unmasked Estep 
Score: -3541240.500000 Penalty: 3105.577881
	Iteration 38Q: 3 clusters Score -3541240 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 32174 members 
Entering Unmasked Estep 
Score: -3541351.750000 Penalty: 3105.577881
	Iteration 39Q: 3 clusters Score -3541352 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 32321 members 
Entering Unmasked Estep 
Score: -3541446.750000 Penalty: 3105.577881
	Iteration 40F: 3 clusters Score -3541447 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 32451 members 
Entering Unmasked Estep 
Score: -3541542.750000 Penalty: 3105.577881
	Iteration 41Q: 3 clusters Score -3541543 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 32546 members 
Entering Unmasked Estep 
Score: -3541593.000000 Penalty: 3105.577881
	Iteration 42Q: 3 clusters Score -3541593 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 32609 members 
Entering Unmasked Estep 
Score: -3541632.000000 Penalty: 3105.577881
	Iteration 43Q: 3 clusters Score -3541632 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 32672 members 
Entering Unmasked Estep 
Score: -3541673.000000 Penalty: 3105.577881
	Iteration 44Q: 3 clusters Score -3541673 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 32729 members 
Entering Unmasked Estep 
Score: -3541720.750000 Penalty: 3105.577881
	Iteration 45Q: 3 clusters Score -3541721 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 32779 members 
Entering Unmasked Estep 
Score: -3541747.000000 Penalty: 3105.577881
	Iteration 46Q: 3 clusters Score -3541747 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 32812 members 
Entering Unmasked Estep 
Score: -3541765.000000 Penalty: 3105.577881
	Iteration 47Q: 3 clusters Score -3541765 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -3541796.000000 Penalty: 3105.577881
	Iteration 48Q: 3 clusters Score -3541796 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 32877 members 
Entering Unmasked Estep 
Score: -3541819.000000 Penalty: 3105.577881
	Iteration 49Q: 3 clusters Score -3541819 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 32915 members 
Entering Unmasked Estep 
Score: -3541846.500000 Penalty: 3105.577881
	Iteration 50Q: 3 clusters Score -3541846 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 32938 members 
Entering Unmasked Estep 
Score: -3541864.500000 Penalty: 3105.577881
	Iteration 51Q: 3 clusters Score -3541864 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 32962 members 
Entering Unmasked Estep 
Score: -3541882.750000 Penalty: 3105.577881
	Iteration 52Q: 3 clusters Score -3541883 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 32977 members 
Entering Unmasked Estep 
Score: -3541894.750000 Penalty: 3105.577881
	Iteration 53Q: 3 clusters Score -3541895 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 33001 members 
Entering Unmasked Estep 
Score: -3541901.000000 Penalty: 3105.577881
	Iteration 54Q: 3 clusters Score -3541901 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 33012 members 
Entering Unmasked Estep 
Score: -3541922.250000 Penalty: 3105.577881
	Iteration 55Q: 3 clusters Score -3541922 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 33028 members 
Entering Unmasked Estep 
Score: -3541931.250000 Penalty: 3105.577881
	Iteration 56Q: 3 clusters Score -3541931 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 33033 members 
Entering Unmasked Estep 
Score: -3541928.750000 Penalty: 3105.577881
	Iteration 57Q: 3 clusters Score -3541929 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 33048 members 
Entering Unmasked Estep 
Score: -3541938.000000 Penalty: 3105.577881
	Iteration 58Q: 3 clusters Score -3541938 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 33056 members 
Entering Unmasked Estep 
Score: -3541951.250000 Penalty: 3105.577881
	Iteration 59Q: 3 clusters Score -3541951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 33063 members 
Entering Unmasked Estep 
Score: -3541950.750000 Penalty: 3105.577881
	Iteration 60F: 3 clusters Score -3541951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 33068 members 
Entering Unmasked Estep 
Score: -3541955.500000 Penalty: 3105.577881
	Iteration 61Q: 3 clusters Score -3541956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 33070 members 
Entering Unmasked Estep 
Score: -3541955.500000 Penalty: 3105.577881
	Iteration 62Q: 3 clusters Score -3541956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 33072 members 
Entering Unmasked Estep 
Score: -3541959.000000 Penalty: 3105.577881
	Iteration 63Q: 3 clusters Score -3541959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 33075 members 
Entering Unmasked Estep 
Score: -3541963.500000 Penalty: 3105.577881
	Iteration 64Q: 3 clusters Score -3541964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 33082 members 
Entering Unmasked Estep 
Score: -3541972.250000 Penalty: 3105.577881
	Iteration 65Q: 3 clusters Score -3541972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 33087 members 
Entering Unmasked Estep 
Score: -3541974.750000 Penalty: 3105.577881
	Iteration 66Q: 3 clusters Score -3541975 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 33090 members 
Entering Unmasked Estep 
Score: -3541976.750000 Penalty: 3105.577881
	Iteration 67Q: 3 clusters Score -3541977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 33092 members 
Entering Unmasked Estep 
Score: -3541976.750000 Penalty: 3105.577881
	Iteration 68Q: 3 clusters Score -3541977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 33096 members 
Entering Unmasked Estep 
Score: -3541983.750000 Penalty: 3105.577881
	Iteration 69Q: 3 clusters Score -3541984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 33096 members 
Entering Unmasked Estep 
Score: -3541983.750000 Penalty: 3105.577881
	Iteration 70F: 3 clusters Score -3541984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (18017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Entering Unmasked Estep 
Score: -1890533.125000 Penalty: 1458.101807
	Iteration 0F: 2 clusters Score -1890533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1878750.750000 Penalty: 2916.203613
	Iteration 0F: 3 clusters Score -1878751 nChanged 7861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1883100.500000 Penalty: 2916.203613
	Iteration 1F: 3 clusters Score -1883100 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1883647.375000 Penalty: 2916.203613
	Iteration 2F: 3 clusters Score -1883647 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1884270.625000 Penalty: 2916.203613
	Iteration 3F: 3 clusters Score -1884271 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1885004.375000 Penalty: 2916.203613
	Iteration 4F: 3 clusters Score -1885004 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1885819.625000 Penalty: 2916.203613
	Iteration 5F: 3 clusters Score -1885820 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1886585.250000 Penalty: 2916.203613
	Iteration 6F: 3 clusters Score -1886585 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1887252.625000 Penalty: 2916.203613
	Iteration 7F: 3 clusters Score -1887253 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1887768.250000 Penalty: 2916.203613
	Iteration 8Q: 3 clusters Score -1887768 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1888148.000000 Penalty: 2916.203613
	Iteration 9Q: 3 clusters Score -1888148 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1888423.750000 Penalty: 2916.203613
	Iteration 10Q: 3 clusters Score -1888424 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1888635.375000 Penalty: 2916.203613
	Iteration 11Q: 3 clusters Score -1888635 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1888804.000000 Penalty: 2916.203613
	Iteration 12Q: 3 clusters Score -1888804 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1888918.000000 Penalty: 2916.203613
	Iteration 13Q: 3 clusters Score -1888918 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1888999.000000 Penalty: 2916.203613
	Iteration 14Q: 3 clusters Score -1888999 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1889059.875000 Penalty: 2916.203613
	Iteration 15Q: 3 clusters Score -1889060 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1889120.250000 Penalty: 2916.203613
	Iteration 16Q: 3 clusters Score -1889120 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1889156.500000 Penalty: 2916.203613
	Iteration 17Q: 3 clusters Score -1889156 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1889178.125000 Penalty: 2916.203613
	Iteration 18Q: 3 clusters Score -1889178 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1889215.500000 Penalty: 2916.203613
	Iteration 19Q: 3 clusters Score -1889216 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1889245.000000 Penalty: 2916.203613
	Iteration 20F: 3 clusters Score -1889245 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1889274.625000 Penalty: 2916.203613
	Iteration 21Q: 3 clusters Score -1889275 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1889297.250000 Penalty: 2916.203613
	Iteration 22Q: 3 clusters Score -1889297 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1889325.500000 Penalty: 2916.203613
	Iteration 23Q: 3 clusters Score -1889326 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1889342.875000 Penalty: 2916.203613
	Iteration 24Q: 3 clusters Score -1889343 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1889356.500000 Penalty: 2916.203613
	Iteration 25Q: 3 clusters Score -1889356 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1889367.250000 Penalty: 2916.203613
	Iteration 26Q: 3 clusters Score -1889367 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1889379.750000 Penalty: 2916.203613
	Iteration 27Q: 3 clusters Score -1889380 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1889390.000000 Penalty: 2916.203613
	Iteration 28Q: 3 clusters Score -1889390 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1889403.250000 Penalty: 2916.203613
	Iteration 29Q: 3 clusters Score -1889403 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1889413.375000 Penalty: 2916.203613
	Iteration 30Q: 3 clusters Score -1889413 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1889419.500000 Penalty: 2916.203613
	Iteration 31Q: 3 clusters Score -1889420 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1889430.375000 Penalty: 2916.203613
	Iteration 32Q: 3 clusters Score -1889430 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1889434.375000 Penalty: 2916.203613
	Iteration 33Q: 3 clusters Score -1889434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1889441.250000 Penalty: 2916.203613
	Iteration 34Q: 3 clusters Score -1889441 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1889447.375000 Penalty: 2916.203613
	Iteration 35Q: 3 clusters Score -1889447 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1889453.500000 Penalty: 2916.203613
	Iteration 36Q: 3 clusters Score -1889454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1889453.500000 Penalty: 2916.203613
	Iteration 37Q: 3 clusters Score -1889454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1889462.250000 Penalty: 2916.203613
	Iteration 38Q: 3 clusters Score -1889462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1889461.750000 Penalty: 2916.203613
	Iteration 39Q: 3 clusters Score -1889462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1889462.625000 Penalty: 2916.203613
	Iteration 40F: 3 clusters Score -1889463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1889471.500000 Penalty: 2916.203613
	Iteration 41Q: 3 clusters Score -1889472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1889477.375000 Penalty: 2916.203613
	Iteration 42Q: 3 clusters Score -1889477 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1889481.500000 Penalty: 2916.203613
	Iteration 43Q: 3 clusters Score -1889482 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1889493.750000 Penalty: 2916.203613
	Iteration 44Q: 3 clusters Score -1889494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1889495.750000 Penalty: 2916.203613
	Iteration 45Q: 3 clusters Score -1889496 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1889503.750000 Penalty: 2916.203613
	Iteration 46Q: 3 clusters Score -1889504 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1889511.500000 Penalty: 2916.203613
	Iteration 47Q: 3 clusters Score -1889512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1889513.875000 Penalty: 2916.203613
	Iteration 48Q: 3 clusters Score -1889514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1889515.875000 Penalty: 2916.203613
	Iteration 49Q: 3 clusters Score -1889516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1889521.875000 Penalty: 2916.203613
	Iteration 50Q: 3 clusters Score -1889522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1889523.875000 Penalty: 2916.203613
	Iteration 51Q: 3 clusters Score -1889524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1889525.125000 Penalty: 2916.203613
	Iteration 52Q: 3 clusters Score -1889525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1889524.250000 Penalty: 2916.203613
	Iteration 53Q: 3 clusters Score -1889524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1889527.500000 Penalty: 2916.203613
	Iteration 54Q: 3 clusters Score -1889528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1889529.625000 Penalty: 2916.203613
	Iteration 55Q: 3 clusters Score -1889530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1889528.125000 Penalty: 2916.203613
	Iteration 56Q: 3 clusters Score -1889528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1889529.000000 Penalty: 2916.203613
	Iteration 57Q: 3 clusters Score -1889529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1889531.625000 Penalty: 2916.203613
	Iteration 58Q: 3 clusters Score -1889532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1889530.625000 Penalty: 2916.203613
	Iteration 59Q: 3 clusters Score -1889531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1889531.625000 Penalty: 2916.203613
	Iteration 60F: 3 clusters Score -1889532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1889532.875000 Penalty: 2916.203613
	Iteration 61Q: 3 clusters Score -1889533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1889534.500000 Penalty: 2916.203613
	Iteration 62Q: 3 clusters Score -1889534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1889535.000000 Penalty: 2916.203613
	Iteration 63Q: 3 clusters Score -1889535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1889534.875000 Penalty: 2916.203613
	Iteration 64Q: 3 clusters Score -1889535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1889532.875000 Penalty: 2916.203613
	Iteration 65Q: 3 clusters Score -1889533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1889534.500000 Penalty: 2916.203613
	Iteration 66Q: 3 clusters Score -1889534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1889536.000000 Penalty: 2916.203613
	Iteration 67Q: 3 clusters Score -1889536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1889536.125000 Penalty: 2916.203613
	Iteration 68Q: 3 clusters Score -1889536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1889534.625000 Penalty: 2916.203613
	Iteration 69Q: 3 clusters Score -1889535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1889538.625000 Penalty: 2916.203613
	Iteration 70Q: 3 clusters Score -1889539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1889538.750000 Penalty: 2916.203613
	Iteration 71Q: 3 clusters Score -1889539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1889544.000000 Penalty: 2916.203613
	Iteration 72Q: 3 clusters Score -1889544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1889547.000000 Penalty: 2916.203613
	Iteration 73Q: 3 clusters Score -1889547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1889547.625000 Penalty: 2916.203613
	Iteration 74Q: 3 clusters Score -1889548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1889552.000000 Penalty: 2916.203613
	Iteration 75Q: 3 clusters Score -1889552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1889552.000000 Penalty: 2916.203613
	Iteration 76F: 3 clusters Score -1889552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (15622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Entering Unmasked Estep 
Score: -1633494.250000 Penalty: 1436.877563
	Iteration 0F: 2 clusters Score -1633494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1623260.000000 Penalty: 2873.755127
	Iteration 0F: 3 clusters Score -1623260 nChanged 6655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1626736.750000 Penalty: 2873.755127
	Iteration 1F: 3 clusters Score -1626737 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1627148.500000 Penalty: 2873.755127
	Iteration 2F: 3 clusters Score -1627148 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1627488.375000 Penalty: 2873.755127
	Iteration 3F: 3 clusters Score -1627488 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1627787.500000 Penalty: 2873.755127
	Iteration 4Q: 3 clusters Score -1627788 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1628069.625000 Penalty: 2873.755127
	Iteration 5Q: 3 clusters Score -1628070 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1628414.125000 Penalty: 2873.755127
	Iteration 6Q: 3 clusters Score -1628414 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1628745.625000 Penalty: 2873.755127
	Iteration 7Q: 3 clusters Score -1628746 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1629115.000000 Penalty: 2873.755127
	Iteration 8Q: 3 clusters Score -1629115 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1629472.750000 Penalty: 2873.755127
	Iteration 9Q: 3 clusters Score -1629473 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1629795.375000 Penalty: 2873.755127
	Iteration 10Q: 3 clusters Score -1629795 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1630109.250000 Penalty: 2873.755127
	Iteration 11Q: 3 clusters Score -1630109 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1630375.375000 Penalty: 2873.755127
	Iteration 12Q: 3 clusters Score -1630375 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1630599.375000 Penalty: 2873.755127
	Iteration 13Q: 3 clusters Score -1630599 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1630795.875000 Penalty: 2873.755127
	Iteration 14Q: 3 clusters Score -1630796 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1630983.250000 Penalty: 2873.755127
	Iteration 15Q: 3 clusters Score -1630983 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1631148.750000 Penalty: 2873.755127
	Iteration 16Q: 3 clusters Score -1631149 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1631295.625000 Penalty: 2873.755127
	Iteration 17Q: 3 clusters Score -1631296 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1631428.375000 Penalty: 2873.755127
	Iteration 18Q: 3 clusters Score -1631428 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1631542.000000 Penalty: 2873.755127
	Iteration 19Q: 3 clusters Score -1631542 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1631640.500000 Penalty: 2873.755127
	Iteration 20F: 3 clusters Score -1631640 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1631732.125000 Penalty: 2873.755127
	Iteration 21Q: 3 clusters Score -1631732 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1631818.625000 Penalty: 2873.755127
	Iteration 22Q: 3 clusters Score -1631819 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1631891.000000 Penalty: 2873.755127
	Iteration 23Q: 3 clusters Score -1631891 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1631972.625000 Penalty: 2873.755127
	Iteration 24Q: 3 clusters Score -1631973 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1632035.625000 Penalty: 2873.755127
	Iteration 25Q: 3 clusters Score -1632036 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1632107.875000 Penalty: 2873.755127
	Iteration 26Q: 3 clusters Score -1632108 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1632166.250000 Penalty: 2873.755127
	Iteration 27Q: 3 clusters Score -1632166 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1632199.625000 Penalty: 2873.755127
	Iteration 28Q: 3 clusters Score -1632200 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1632240.250000 Penalty: 2873.755127
	Iteration 29Q: 3 clusters Score -1632240 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1632270.375000 Penalty: 2873.755127
	Iteration 30Q: 3 clusters Score -1632270 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1632309.250000 Penalty: 2873.755127
	Iteration 31Q: 3 clusters Score -1632309 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1632322.375000 Penalty: 2873.755127
	Iteration 32Q: 3 clusters Score -1632322 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1632332.000000 Penalty: 2873.755127
	Iteration 33Q: 3 clusters Score -1632332 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1632339.625000 Penalty: 2873.755127
	Iteration 34Q: 3 clusters Score -1632340 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1632353.750000 Penalty: 2873.755127
	Iteration 35Q: 3 clusters Score -1632354 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1632367.750000 Penalty: 2873.755127
	Iteration 36Q: 3 clusters Score -1632368 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1632378.750000 Penalty: 2873.755127
	Iteration 37Q: 3 clusters Score -1632379 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1632389.625000 Penalty: 2873.755127
	Iteration 38Q: 3 clusters Score -1632390 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1632399.000000 Penalty: 2873.755127
	Iteration 39Q: 3 clusters Score -1632399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1632404.625000 Penalty: 2873.755127
	Iteration 40F: 3 clusters Score -1632405 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1632408.750000 Penalty: 2873.755127
	Iteration 41Q: 3 clusters Score -1632409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1632414.125000 Penalty: 2873.755127
	Iteration 42Q: 3 clusters Score -1632414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1632419.750000 Penalty: 2873.755127
	Iteration 43Q: 3 clusters Score -1632420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1632422.000000 Penalty: 2873.755127
	Iteration 44Q: 3 clusters Score -1632422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1632423.625000 Penalty: 2873.755127
	Iteration 45Q: 3 clusters Score -1632424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1632424.000000 Penalty: 2873.755127
	Iteration 46Q: 3 clusters Score -1632424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1632426.750000 Penalty: 2873.755127
	Iteration 47Q: 3 clusters Score -1632427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1632430.500000 Penalty: 2873.755127
	Iteration 48Q: 3 clusters Score -1632430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1632430.500000 Penalty: 2873.755127
	Iteration 49Q: 3 clusters Score -1632430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1632432.000000 Penalty: 2873.755127
	Iteration 50Q: 3 clusters Score -1632432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1632434.625000 Penalty: 2873.755127
	Iteration 51Q: 3 clusters Score -1632435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1632435.625000 Penalty: 2873.755127
	Iteration 52Q: 3 clusters Score -1632436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1632434.875000 Penalty: 2873.755127
	Iteration 53Q: 3 clusters Score -1632435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1632433.875000 Penalty: 2873.755127
	Iteration 54Q: 3 clusters Score -1632434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1632433.875000 Penalty: 2873.755127
	Iteration 55F: 3 clusters Score -1632434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (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: -301017.656250 Penalty: 1186.456787
	Iteration 0F: 2 clusters Score -301017.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -298631.062500 Penalty: 2372.913574
	Iteration 0F: 3 clusters Score -298631.1 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -299262.500000 Penalty: 2372.913574
	Iteration 1F: 3 clusters Score -299262.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -299401.281250 Penalty: 2372.913574
	Iteration 2F: 3 clusters Score -299401.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -299483.562500 Penalty: 2372.913574
	Iteration 3Q: 3 clusters Score -299483.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -299527.093750 Penalty: 2372.913574
	Iteration 4Q: 3 clusters Score -299527.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -299558.875000 Penalty: 2372.913574
	Iteration 5Q: 3 clusters Score -299558.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -299590.437500 Penalty: 2372.913574
	Iteration 6Q: 3 clusters Score -299590.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -299616.875000 Penalty: 2372.913574
	Iteration 7Q: 3 clusters Score -299616.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -299636.531250 Penalty: 2372.913574
	Iteration 8Q: 3 clusters Score -299636.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -299648.781250 Penalty: 2372.913574
	Iteration 9Q: 3 clusters Score -299648.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -299660.593750 Penalty: 2372.913574
	Iteration 10Q: 3 clusters Score -299660.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -299672.718750 Penalty: 2372.913574
	Iteration 11Q: 3 clusters Score -299672.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -299686.593750 Penalty: 2372.913574
	Iteration 12Q: 3 clusters Score -299686.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -299698.906250 Penalty: 2372.913574
	Iteration 13Q: 3 clusters Score -299698.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -299710.187500 Penalty: 2372.913574
	Iteration 14Q: 3 clusters Score -299710.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -299727.468750 Penalty: 2372.913574
	Iteration 15Q: 3 clusters Score -299727.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -299743.718750 Penalty: 2372.913574
	Iteration 16Q: 3 clusters Score -299743.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -299763.968750 Penalty: 2372.913574
	Iteration 17Q: 3 clusters Score -299764 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -299784.656250 Penalty: 2372.913574
	Iteration 18Q: 3 clusters Score -299784.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -299802.125000 Penalty: 2372.913574
	Iteration 19Q: 3 clusters Score -299802.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -299817.437500 Penalty: 2372.913574
	Iteration 20F: 3 clusters Score -299817.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -299828.656250 Penalty: 2372.913574
	Iteration 21Q: 3 clusters Score -299828.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -299841.625000 Penalty: 2372.913574
	Iteration 22Q: 3 clusters Score -299841.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -299859.031250 Penalty: 2372.913574
	Iteration 23Q: 3 clusters Score -299859 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -299874.812500 Penalty: 2372.913574
	Iteration 24Q: 3 clusters Score -299874.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -299887.031250 Penalty: 2372.913574
	Iteration 25Q: 3 clusters Score -299887 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -299896.281250 Penalty: 2372.913574
	Iteration 26Q: 3 clusters Score -299896.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -299903.343750 Penalty: 2372.913574
	Iteration 27Q: 3 clusters Score -299903.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -299910.406250 Penalty: 2372.913574
	Iteration 28Q: 3 clusters Score -299910.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -299918.750000 Penalty: 2372.913574
	Iteration 29Q: 3 clusters Score -299918.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -299927.968750 Penalty: 2372.913574
	Iteration 30Q: 3 clusters Score -299928 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -299936.687500 Penalty: 2372.913574
	Iteration 31Q: 3 clusters Score -299936.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -299942.312500 Penalty: 2372.913574
	Iteration 32Q: 3 clusters Score -299942.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -299947.718750 Penalty: 2372.913574
	Iteration 33Q: 3 clusters Score -299947.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -299952.906250 Penalty: 2372.913574
	Iteration 34Q: 3 clusters Score -299952.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -299961.031250 Penalty: 2372.913574
	Iteration 35Q: 3 clusters Score -299961 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -299972.750000 Penalty: 2372.913574
	Iteration 36Q: 3 clusters Score -299972.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -299981.750000 Penalty: 2372.913574
	Iteration 37Q: 3 clusters Score -299981.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -299990.750000 Penalty: 2372.913574
	Iteration 38Q: 3 clusters Score -299990.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -299999.593750 Penalty: 2372.913574
	Iteration 39Q: 3 clusters Score -299999.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -300007.187500 Penalty: 2372.913574
	Iteration 40F: 3 clusters Score -300007.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -300010.156250 Penalty: 2372.913574
	Iteration 41Q: 3 clusters Score -300010.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -300014.500000 Penalty: 2372.913574
	Iteration 42Q: 3 clusters Score -300014.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -300020.468750 Penalty: 2372.913574
	Iteration 43Q: 3 clusters Score -300020.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -300028.250000 Penalty: 2372.913574
	Iteration 44Q: 3 clusters Score -300028.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -300040.531250 Penalty: 2372.913574
	Iteration 45Q: 3 clusters Score -300040.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -300054.468750 Penalty: 2372.913574
	Iteration 46Q: 3 clusters Score -300054.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -300065.718750 Penalty: 2372.913574
	Iteration 47Q: 3 clusters Score -300065.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -300073.687500 Penalty: 2372.913574
	Iteration 48Q: 3 clusters Score -300073.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -300082.062500 Penalty: 2372.913574
	Iteration 49Q: 3 clusters Score -300082.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -300086.843750 Penalty: 2372.913574
	Iteration 50Q: 3 clusters Score -300086.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -300088.031250 Penalty: 2372.913574
	Iteration 51Q: 3 clusters Score -300088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -300090.468750 Penalty: 2372.913574
	Iteration 52Q: 3 clusters Score -300090.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -300091.000000 Penalty: 2372.913574
	Iteration 53Q: 3 clusters Score -300091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -300092.000000 Penalty: 2372.913574
	Iteration 54Q: 3 clusters Score -300092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -300093.781250 Penalty: 2372.913574
	Iteration 55Q: 3 clusters Score -300093.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -300095.750000 Penalty: 2372.913574
	Iteration 56Q: 3 clusters Score -300095.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -300097.906250 Penalty: 2372.913574
	Iteration 57Q: 3 clusters Score -300097.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -300099.375000 Penalty: 2372.913574
	Iteration 58Q: 3 clusters Score -300099.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -300101.031250 Penalty: 2372.913574
	Iteration 59Q: 3 clusters Score -300101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -300102.218750 Penalty: 2372.913574
	Iteration 60F: 3 clusters Score -300102.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -300104.781250 Penalty: 2372.913574
	Iteration 61Q: 3 clusters Score -300104.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -300106.625000 Penalty: 2372.913574
	Iteration 62Q: 3 clusters Score -300106.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -300107.281250 Penalty: 2372.913574
	Iteration 63Q: 3 clusters Score -300107.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -300108.156250 Penalty: 2372.913574
	Iteration 64Q: 3 clusters Score -300108.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -300108.156250 Penalty: 2372.913574
	Iteration 65F: 3 clusters Score -300108.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Entering Unmasked Estep 
Score: -231328.906250 Penalty: 1165.403687
	Iteration 0F: 2 clusters Score -231328.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -229179.765625 Penalty: 2330.807373
	Iteration 0F: 3 clusters Score -229179.8 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -229802.093750 Penalty: 2330.807373
	Iteration 1F: 3 clusters Score -229802.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -230017.843750 Penalty: 2330.807373
	Iteration 2F: 3 clusters Score -230017.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -230142.500000 Penalty: 2330.807373
	Iteration 3F: 3 clusters Score -230142.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -230233.937500 Penalty: 2330.807373
	Iteration 4Q: 3 clusters Score -230233.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -230300.171875 Penalty: 2330.807373
	Iteration 5Q: 3 clusters Score -230300.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -230341.218750 Penalty: 2330.807373
	Iteration 6Q: 3 clusters Score -230341.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -230362.343750 Penalty: 2330.807373
	Iteration 7Q: 3 clusters Score -230362.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -230374.359375 Penalty: 2330.807373
	Iteration 8Q: 3 clusters Score -230374.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -230385.937500 Penalty: 2330.807373
	Iteration 9Q: 3 clusters Score -230385.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -230398.562500 Penalty: 2330.807373
	Iteration 10Q: 3 clusters Score -230398.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -230410.921875 Penalty: 2330.807373
	Iteration 11Q: 3 clusters Score -230410.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -230416.562500 Penalty: 2330.807373
	Iteration 12Q: 3 clusters Score -230416.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -230422.937500 Penalty: 2330.807373
	Iteration 13Q: 3 clusters Score -230422.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -230429.062500 Penalty: 2330.807373
	Iteration 14Q: 3 clusters Score -230429.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -230435.125000 Penalty: 2330.807373
	Iteration 15Q: 3 clusters Score -230435.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -230441.109375 Penalty: 2330.807373
	Iteration 16Q: 3 clusters Score -230441.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -230445.484375 Penalty: 2330.807373
	Iteration 17Q: 3 clusters Score -230445.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -230449.640625 Penalty: 2330.807373
	Iteration 18Q: 3 clusters Score -230449.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -230452.812500 Penalty: 2330.807373
	Iteration 19Q: 3 clusters Score -230452.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -230455.781250 Penalty: 2330.807373
	Iteration 20F: 3 clusters Score -230455.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -230460.625000 Penalty: 2330.807373
	Iteration 21Q: 3 clusters Score -230460.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -230465.187500 Penalty: 2330.807373
	Iteration 22Q: 3 clusters Score -230465.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -230469.468750 Penalty: 2330.807373
	Iteration 23Q: 3 clusters Score -230469.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -230472.890625 Penalty: 2330.807373
	Iteration 24Q: 3 clusters Score -230472.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -230478.265625 Penalty: 2330.807373
	Iteration 25Q: 3 clusters Score -230478.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -230480.812500 Penalty: 2330.807373
	Iteration 26Q: 3 clusters Score -230480.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -230485.750000 Penalty: 2330.807373
	Iteration 27Q: 3 clusters Score -230485.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -230489.281250 Penalty: 2330.807373
	Iteration 28Q: 3 clusters Score -230489.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -230492.031250 Penalty: 2330.807373
	Iteration 29Q: 3 clusters Score -230492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -230494.562500 Penalty: 2330.807373
	Iteration 30Q: 3 clusters Score -230494.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -230497.593750 Penalty: 2330.807373
	Iteration 31Q: 3 clusters Score -230497.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -230499.312500 Penalty: 2330.807373
	Iteration 32Q: 3 clusters Score -230499.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -230502.281250 Penalty: 2330.807373
	Iteration 33Q: 3 clusters Score -230502.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -230506.390625 Penalty: 2330.807373
	Iteration 34Q: 3 clusters Score -230506.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -230511.281250 Penalty: 2330.807373
	Iteration 35Q: 3 clusters Score -230511.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -230516.703125 Penalty: 2330.807373
	Iteration 36Q: 3 clusters Score -230516.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -230519.968750 Penalty: 2330.807373
	Iteration 37Q: 3 clusters Score -230520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -230523.500000 Penalty: 2330.807373
	Iteration 38Q: 3 clusters Score -230523.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -230528.031250 Penalty: 2330.807373
	Iteration 39Q: 3 clusters Score -230528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -230532.328125 Penalty: 2330.807373
	Iteration 40F: 3 clusters Score -230532.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -230534.906250 Penalty: 2330.807373
	Iteration 41Q: 3 clusters Score -230534.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -230536.109375 Penalty: 2330.807373
	Iteration 42Q: 3 clusters Score -230536.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -230539.250000 Penalty: 2330.807373
	Iteration 43Q: 3 clusters Score -230539.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -230544.296875 Penalty: 2330.807373
	Iteration 44Q: 3 clusters Score -230544.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -230550.234375 Penalty: 2330.807373
	Iteration 45Q: 3 clusters Score -230550.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -230557.031250 Penalty: 2330.807373
	Iteration 46Q: 3 clusters Score -230557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -230562.140625 Penalty: 2330.807373
	Iteration 47Q: 3 clusters Score -230562.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -230568.218750 Penalty: 2330.807373
	Iteration 48Q: 3 clusters Score -230568.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -230577.687500 Penalty: 2330.807373
	Iteration 49Q: 3 clusters Score -230577.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -230588.453125 Penalty: 2330.807373
	Iteration 50Q: 3 clusters Score -230588.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -230598.046875 Penalty: 2330.807373
	Iteration 51Q: 3 clusters Score -230598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -230609.703125 Penalty: 2330.807373
	Iteration 52Q: 3 clusters Score -230609.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -230619.343750 Penalty: 2330.807373
	Iteration 53Q: 3 clusters Score -230619.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -230626.859375 Penalty: 2330.807373
	Iteration 54Q: 3 clusters Score -230626.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -230640.437500 Penalty: 2330.807373
	Iteration 55Q: 3 clusters Score -230640.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -230650.875000 Penalty: 2330.807373
	Iteration 56Q: 3 clusters Score -230650.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -230661.375000 Penalty: 2330.807373
	Iteration 57Q: 3 clusters Score -230661.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -230669.796875 Penalty: 2330.807373
	Iteration 58Q: 3 clusters Score -230669.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -230684.328125 Penalty: 2330.807373
	Iteration 59Q: 3 clusters Score -230684.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -230699.640625 Penalty: 2330.807373
	Iteration 60F: 3 clusters Score -230699.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -230709.625000 Penalty: 2330.807373
	Iteration 61Q: 3 clusters Score -230709.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -230721.593750 Penalty: 2330.807373
	Iteration 62Q: 3 clusters Score -230721.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -230734.328125 Penalty: 2330.807373
	Iteration 63Q: 3 clusters Score -230734.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -230745.140625 Penalty: 2330.807373
	Iteration 64Q: 3 clusters Score -230745.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -230752.390625 Penalty: 2330.807373
	Iteration 65Q: 3 clusters Score -230752.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -230758.312500 Penalty: 2330.807373
	Iteration 66Q: 3 clusters Score -230758.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -230763.281250 Penalty: 2330.807373
	Iteration 67Q: 3 clusters Score -230763.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -230768.000000 Penalty: 2330.807373
	Iteration 68Q: 3 clusters Score -230768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -230773.468750 Penalty: 2330.807373
	Iteration 69Q: 3 clusters Score -230773.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -230775.640625 Penalty: 2330.807373
	Iteration 70Q: 3 clusters Score -230775.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -230780.546875 Penalty: 2330.807373
	Iteration 71Q: 3 clusters Score -230780.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -230788.937500 Penalty: 2330.807373
	Iteration 72Q: 3 clusters Score -230788.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -230793.921875 Penalty: 2330.807373
	Iteration 73Q: 3 clusters Score -230793.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -230799.140625 Penalty: 2330.807373
	Iteration 74Q: 3 clusters Score -230799.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -230802.578125 Penalty: 2330.807373
	Iteration 75Q: 3 clusters Score -230802.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -230805.484375 Penalty: 2330.807373
	Iteration 76Q: 3 clusters Score -230805.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -230807.890625 Penalty: 2330.807373
	Iteration 77Q: 3 clusters Score -230807.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -230810.812500 Penalty: 2330.807373
	Iteration 78Q: 3 clusters Score -230810.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -230812.828125 Penalty: 2330.807373
	Iteration 79Q: 3 clusters Score -230812.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -230813.000000 Penalty: 2330.807373
	Iteration 80F: 3 clusters Score -230813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -230814.515625 Penalty: 2330.807373
	Iteration 81Q: 3 clusters Score -230814.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -230816.000000 Penalty: 2330.807373
	Iteration 82Q: 3 clusters Score -230816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -230818.843750 Penalty: 2330.807373
	Iteration 83Q: 3 clusters Score -230818.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -230819.468750 Penalty: 2330.807373
	Iteration 84Q: 3 clusters Score -230819.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -230820.500000 Penalty: 2330.807373
	Iteration 85Q: 3 clusters Score -230820.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -230822.546875 Penalty: 2330.807373
	Iteration 86Q: 3 clusters Score -230822.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -230823.875000 Penalty: 2330.807373
	Iteration 87Q: 3 clusters Score -230823.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -230824.015625 Penalty: 2330.807373
	Iteration 88Q: 3 clusters Score -230824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -230824.015625 Penalty: 2330.807373
	Iteration 89F: 3 clusters Score -230824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (5087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Entering Unmasked Estep 
Score: -531237.000000 Penalty: 1269.925293
	Iteration 0F: 2 clusters Score -531237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -527501.812500 Penalty: 2539.850586
	Iteration 0F: 3 clusters Score -527501.8 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -528594.750000 Penalty: 2539.850586
	Iteration 1F: 3 clusters Score -528594.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -528793.000000 Penalty: 2539.850586
	Iteration 2F: 3 clusters Score -528793 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -528924.500000 Penalty: 2539.850586
	Iteration 3Q: 3 clusters Score -528924.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -529050.062500 Penalty: 2539.850586
	Iteration 4Q: 3 clusters Score -529050.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -529135.250000 Penalty: 2539.850586
	Iteration 5Q: 3 clusters Score -529135.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -529211.187500 Penalty: 2539.850586
	Iteration 6Q: 3 clusters Score -529211.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -529282.937500 Penalty: 2539.850586
	Iteration 7Q: 3 clusters Score -529282.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -529334.375000 Penalty: 2539.850586
	Iteration 8Q: 3 clusters Score -529334.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -529385.312500 Penalty: 2539.850586
	Iteration 9Q: 3 clusters Score -529385.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -529434.812500 Penalty: 2539.850586
	Iteration 10Q: 3 clusters Score -529434.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -529477.375000 Penalty: 2539.850586
	Iteration 11Q: 3 clusters Score -529477.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -529513.875000 Penalty: 2539.850586
	Iteration 12Q: 3 clusters Score -529513.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -529541.875000 Penalty: 2539.850586
	Iteration 13Q: 3 clusters Score -529541.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -529571.125000 Penalty: 2539.850586
	Iteration 14Q: 3 clusters Score -529571.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -529600.937500 Penalty: 2539.850586
	Iteration 15Q: 3 clusters Score -529600.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -529641.875000 Penalty: 2539.850586
	Iteration 16Q: 3 clusters Score -529641.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -529684.000000 Penalty: 2539.850586
	Iteration 17Q: 3 clusters Score -529684 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -529717.125000 Penalty: 2539.850586
	Iteration 18Q: 3 clusters Score -529717.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -529747.187500 Penalty: 2539.850586
	Iteration 19Q: 3 clusters Score -529747.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -529771.562500 Penalty: 2539.850586
	Iteration 20F: 3 clusters Score -529771.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -529788.687500 Penalty: 2539.850586
	Iteration 21Q: 3 clusters Score -529788.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -529805.687500 Penalty: 2539.850586
	Iteration 22Q: 3 clusters Score -529805.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -529819.687500 Penalty: 2539.850586
	Iteration 23Q: 3 clusters Score -529819.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -529828.062500 Penalty: 2539.850586
	Iteration 24Q: 3 clusters Score -529828.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -529840.437500 Penalty: 2539.850586
	Iteration 25Q: 3 clusters Score -529840.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -529849.937500 Penalty: 2539.850586
	Iteration 26Q: 3 clusters Score -529849.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -529858.187500 Penalty: 2539.850586
	Iteration 27Q: 3 clusters Score -529858.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -529867.875000 Penalty: 2539.850586
	Iteration 28Q: 3 clusters Score -529867.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -529873.625000 Penalty: 2539.850586
	Iteration 29Q: 3 clusters Score -529873.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -529877.125000 Penalty: 2539.850586
	Iteration 30Q: 3 clusters Score -529877.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -529879.625000 Penalty: 2539.850586
	Iteration 31Q: 3 clusters Score -529879.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -529884.750000 Penalty: 2539.850586
	Iteration 32Q: 3 clusters Score -529884.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -529888.125000 Penalty: 2539.850586
	Iteration 33Q: 3 clusters Score -529888.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -529893.875000 Penalty: 2539.850586
	Iteration 34Q: 3 clusters Score -529893.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -529900.312500 Penalty: 2539.850586
	Iteration 35Q: 3 clusters Score -529900.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -529905.937500 Penalty: 2539.850586
	Iteration 36Q: 3 clusters Score -529905.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -529913.875000 Penalty: 2539.850586
	Iteration 37Q: 3 clusters Score -529913.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -529921.500000 Penalty: 2539.850586
	Iteration 38Q: 3 clusters Score -529921.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -529930.500000 Penalty: 2539.850586
	Iteration 39Q: 3 clusters Score -529930.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -529939.125000 Penalty: 2539.850586
	Iteration 40F: 3 clusters Score -529939.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -529946.062500 Penalty: 2539.850586
	Iteration 41Q: 3 clusters Score -529946.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -529951.125000 Penalty: 2539.850586
	Iteration 42Q: 3 clusters Score -529951.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -529959.687500 Penalty: 2539.850586
	Iteration 43Q: 3 clusters Score -529959.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -529966.687500 Penalty: 2539.850586
	Iteration 44Q: 3 clusters Score -529966.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -529973.187500 Penalty: 2539.850586
	Iteration 45Q: 3 clusters Score -529973.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -529978.875000 Penalty: 2539.850586
	Iteration 46Q: 3 clusters Score -529978.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -529982.937500 Penalty: 2539.850586
	Iteration 47Q: 3 clusters Score -529982.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -529988.125000 Penalty: 2539.850586
	Iteration 48Q: 3 clusters Score -529988.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -529992.437500 Penalty: 2539.850586
	Iteration 49Q: 3 clusters Score -529992.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -529994.125000 Penalty: 2539.850586
	Iteration 50Q: 3 clusters Score -529994.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -529994.875000 Penalty: 2539.850586
	Iteration 51Q: 3 clusters Score -529994.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -529997.937500 Penalty: 2539.850586
	Iteration 52Q: 3 clusters Score -529997.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -530000.437500 Penalty: 2539.850586
	Iteration 53Q: 3 clusters Score -530000.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -530004.250000 Penalty: 2539.850586
	Iteration 54Q: 3 clusters Score -530004.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -530006.562500 Penalty: 2539.850586
	Iteration 55Q: 3 clusters Score -530006.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -530012.125000 Penalty: 2539.850586
	Iteration 56Q: 3 clusters Score -530012.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -530017.812500 Penalty: 2539.850586
	Iteration 57Q: 3 clusters Score -530017.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -530023.375000 Penalty: 2539.850586
	Iteration 58Q: 3 clusters Score -530023.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -530026.250000 Penalty: 2539.850586
	Iteration 59Q: 3 clusters Score -530026.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -530028.562500 Penalty: 2539.850586
	Iteration 60F: 3 clusters Score -530028.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -530030.125000 Penalty: 2539.850586
	Iteration 61Q: 3 clusters Score -530030.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -530032.062500 Penalty: 2539.850586
	Iteration 62Q: 3 clusters Score -530032.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -530035.250000 Penalty: 2539.850586
	Iteration 63Q: 3 clusters Score -530035.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -530037.062500 Penalty: 2539.850586
	Iteration 64Q: 3 clusters Score -530037.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -530037.875000 Penalty: 2539.850586
	Iteration 65Q: 3 clusters Score -530037.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -530039.125000 Penalty: 2539.850586
	Iteration 66Q: 3 clusters Score -530039.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -530040.500000 Penalty: 2539.850586
	Iteration 67Q: 3 clusters Score -530040.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -530040.375000 Penalty: 2539.850586
	Iteration 68Q: 3 clusters Score -530040.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -530041.687500 Penalty: 2539.850586
	Iteration 69Q: 3 clusters Score -530041.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -530041.750000 Penalty: 2539.850586
	Iteration 70Q: 3 clusters Score -530041.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -530042.687500 Penalty: 2539.850586
	Iteration 71Q: 3 clusters Score -530042.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -530044.125000 Penalty: 2539.850586
	Iteration 72Q: 3 clusters Score -530044.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -530045.125000 Penalty: 2539.850586
	Iteration 73Q: 3 clusters Score -530045.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -530045.125000 Penalty: 2539.850586
	Iteration 74F: 3 clusters Score -530045.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Entering Unmasked Estep 
Score: -171710.062500 Penalty: 1127.017944
	Iteration 0F: 2 clusters Score -171710.1 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 964 members 
Entering Unmasked Estep 
Score: -169903.359375 Penalty: 2254.035889
	Iteration 0F: 3 clusters Score -169903.4 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -170400.218750 Penalty: 2254.035889
	Iteration 1F: 3 clusters Score -170400.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -170535.968750 Penalty: 2254.035889
	Iteration 2F: 3 clusters Score -170536 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -170614.203125 Penalty: 2254.035889
	Iteration 3Q: 3 clusters Score -170614.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -170657.234375 Penalty: 2254.035889
	Iteration 4Q: 3 clusters Score -170657.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -170689.734375 Penalty: 2254.035889
	Iteration 5Q: 3 clusters Score -170689.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -170722.812500 Penalty: 2254.035889
	Iteration 6Q: 3 clusters Score -170722.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -170763.328125 Penalty: 2254.035889
	Iteration 7Q: 3 clusters Score -170763.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -170795.609375 Penalty: 2254.035889
	Iteration 8Q: 3 clusters Score -170795.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -170812.921875 Penalty: 2254.035889
	Iteration 9Q: 3 clusters Score -170812.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -170822.921875 Penalty: 2254.035889
	Iteration 10Q: 3 clusters Score -170822.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -170829.500000 Penalty: 2254.035889
	Iteration 11Q: 3 clusters Score -170829.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -170833.921875 Penalty: 2254.035889
	Iteration 12Q: 3 clusters Score -170833.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -170835.265625 Penalty: 2254.035889
	Iteration 13Q: 3 clusters Score -170835.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -170835.687500 Penalty: 2254.035889
	Iteration 14Q: 3 clusters Score -170835.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -170835.687500 Penalty: 2254.035889
	Iteration 15F: 3 clusters Score -170835.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Entering Unmasked Estep 
Score: -145603.593750 Penalty: 1065.418335
	Iteration 0F: 2 clusters Score -145603.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -144185.125000 Penalty: 2130.836670
	Iteration 0F: 3 clusters Score -144185.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -144508.140625 Penalty: 2130.836670
	Iteration 1F: 3 clusters Score -144508.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -144609.593750 Penalty: 2130.836670
	Iteration 2F: 3 clusters Score -144609.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -144676.031250 Penalty: 2130.836670
	Iteration 3Q: 3 clusters Score -144676 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -144711.000000 Penalty: 2130.836670
	Iteration 4Q: 3 clusters Score -144711 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -144728.375000 Penalty: 2130.836670
	Iteration 5Q: 3 clusters Score -144728.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -144737.781250 Penalty: 2130.836670
	Iteration 6Q: 3 clusters Score -144737.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -144741.250000 Penalty: 2130.836670
	Iteration 7Q: 3 clusters Score -144741.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -144741.812500 Penalty: 2130.836670
	Iteration 8Q: 3 clusters Score -144741.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -144743.171875 Penalty: 2130.836670
	Iteration 9Q: 3 clusters Score -144743.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -144744.000000 Penalty: 2130.836670
	Iteration 10Q: 3 clusters Score -144744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -144744.000000 Penalty: 2130.836670
	Iteration 11F: 3 clusters Score -144744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (11652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Entering Unmasked Estep 
Score: -1126316.625000 Penalty: 1393.249146
	Iteration 0F: 2 clusters Score -1126317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1118547.125000 Penalty: 2786.498291
	Iteration 0F: 3 clusters Score -1118547 nChanged 4821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1121024.750000 Penalty: 2786.498291
	Iteration 1F: 3 clusters Score -1121025 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1121338.625000 Penalty: 2786.498291
	Iteration 2F: 3 clusters Score -1121339 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1121626.375000 Penalty: 2786.498291
	Iteration 3F: 3 clusters Score -1121626 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1121924.375000 Penalty: 2786.498291
	Iteration 4Q: 3 clusters Score -1121924 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1122243.125000 Penalty: 2786.498291
	Iteration 5Q: 3 clusters Score -1122243 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1122563.000000 Penalty: 2786.498291
	Iteration 6Q: 3 clusters Score -1122563 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1122870.750000 Penalty: 2786.498291
	Iteration 7Q: 3 clusters Score -1122871 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1123139.250000 Penalty: 2786.498291
	Iteration 8Q: 3 clusters Score -1123139 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1123371.000000 Penalty: 2786.498291
	Iteration 9Q: 3 clusters Score -1123371 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1123569.375000 Penalty: 2786.498291
	Iteration 10Q: 3 clusters Score -1123569 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1123746.375000 Penalty: 2786.498291
	Iteration 11Q: 3 clusters Score -1123746 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1123897.125000 Penalty: 2786.498291
	Iteration 12Q: 3 clusters Score -1123897 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1124007.000000 Penalty: 2786.498291
	Iteration 13Q: 3 clusters Score -1124007 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1124123.500000 Penalty: 2786.498291
	Iteration 14Q: 3 clusters Score -1124124 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1124242.125000 Penalty: 2786.498291
	Iteration 15Q: 3 clusters Score -1124242 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1124360.875000 Penalty: 2786.498291
	Iteration 16Q: 3 clusters Score -1124361 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1124477.750000 Penalty: 2786.498291
	Iteration 17Q: 3 clusters Score -1124478 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1124620.875000 Penalty: 2786.498291
	Iteration 18Q: 3 clusters Score -1124621 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1124761.125000 Penalty: 2786.498291
	Iteration 19Q: 3 clusters Score -1124761 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1124883.375000 Penalty: 2786.498291
	Iteration 20F: 3 clusters Score -1124883 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1124984.750000 Penalty: 2786.498291
	Iteration 21Q: 3 clusters Score -1124985 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1125067.125000 Penalty: 2786.498291
	Iteration 22Q: 3 clusters Score -1125067 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1125148.250000 Penalty: 2786.498291
	Iteration 23Q: 3 clusters Score -1125148 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1125228.000000 Penalty: 2786.498291
	Iteration 24Q: 3 clusters Score -1125228 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1125289.125000 Penalty: 2786.498291
	Iteration 25Q: 3 clusters Score -1125289 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1125334.625000 Penalty: 2786.498291
	Iteration 26Q: 3 clusters Score -1125335 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1125379.375000 Penalty: 2786.498291
	Iteration 27Q: 3 clusters Score -1125379 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1125410.500000 Penalty: 2786.498291
	Iteration 28Q: 3 clusters Score -1125410 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1125435.875000 Penalty: 2786.498291
	Iteration 29Q: 3 clusters Score -1125436 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1125456.875000 Penalty: 2786.498291
	Iteration 30Q: 3 clusters Score -1125457 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1125467.250000 Penalty: 2786.498291
	Iteration 31Q: 3 clusters Score -1125467 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -1125473.750000 Penalty: 2786.498291
	Iteration 32Q: 3 clusters Score -1125474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1125473.250000 Penalty: 2786.498291
	Iteration 33Q: 3 clusters Score -1125473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1125473.625000 Penalty: 2786.498291
	Iteration 34Q: 3 clusters Score -1125474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -1125476.750000 Penalty: 2786.498291
	Iteration 35Q: 3 clusters Score -1125477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1125478.875000 Penalty: 2786.498291
	Iteration 36Q: 3 clusters Score -1125479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1125481.125000 Penalty: 2786.498291
	Iteration 37Q: 3 clusters Score -1125481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -1125484.750000 Penalty: 2786.498291
	Iteration 38Q: 3 clusters Score -1125485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -1125486.000000 Penalty: 2786.498291
	Iteration 39Q: 3 clusters Score -1125486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1125486.750000 Penalty: 2786.498291
	Iteration 40F: 3 clusters Score -1125487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1125487.500000 Penalty: 2786.498291
	Iteration 41Q: 3 clusters Score -1125488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1125489.125000 Penalty: 2786.498291
	Iteration 42Q: 3 clusters Score -1125489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1125489.125000 Penalty: 2786.498291
	Iteration 43Q: 3 clusters Score -1125489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1125489.750000 Penalty: 2786.498291
	Iteration 44Q: 3 clusters Score -1125490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1125489.750000 Penalty: 2786.498291
	Iteration 45F: 3 clusters Score -1125490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (1768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Entering Unmasked Estep 
Score: -166047.562500 Penalty: 1112.667603
	Iteration 0F: 2 clusters Score -166047.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -164267.406250 Penalty: 2225.335205
	Iteration 0F: 3 clusters Score -164267.4 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -164744.609375 Penalty: 2225.335205
	Iteration 1F: 3 clusters Score -164744.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -164888.593750 Penalty: 2225.335205
	Iteration 2F: 3 clusters Score -164888.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -164953.390625 Penalty: 2225.335205
	Iteration 3Q: 3 clusters Score -164953.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -164990.218750 Penalty: 2225.335205
	Iteration 4Q: 3 clusters Score -164990.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -165009.359375 Penalty: 2225.335205
	Iteration 5Q: 3 clusters Score -165009.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -165023.593750 Penalty: 2225.335205
	Iteration 6Q: 3 clusters Score -165023.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -165030.203125 Penalty: 2225.335205
	Iteration 7Q: 3 clusters Score -165030.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -165035.843750 Penalty: 2225.335205
	Iteration 8Q: 3 clusters Score -165035.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -165040.890625 Penalty: 2225.335205
	Iteration 9Q: 3 clusters Score -165040.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -165043.609375 Penalty: 2225.335205
	Iteration 10Q: 3 clusters Score -165043.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -165044.828125 Penalty: 2225.335205
	Iteration 11Q: 3 clusters Score -165044.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -165045.984375 Penalty: 2225.335205
	Iteration 12Q: 3 clusters Score -165046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -165047.796875 Penalty: 2225.335205
	Iteration 13Q: 3 clusters Score -165047.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -165048.828125 Penalty: 2225.335205
	Iteration 14Q: 3 clusters Score -165048.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -165051.937500 Penalty: 2225.335205
	Iteration 15Q: 3 clusters Score -165051.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -165056.578125 Penalty: 2225.335205
	Iteration 16Q: 3 clusters Score -165056.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -165059.406250 Penalty: 2225.335205
	Iteration 17Q: 3 clusters Score -165059.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -165062.062500 Penalty: 2225.335205
	Iteration 18Q: 3 clusters Score -165062.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -165067.546875 Penalty: 2225.335205
	Iteration 19Q: 3 clusters Score -165067.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -165070.859375 Penalty: 2225.335205
	Iteration 20F: 3 clusters Score -165070.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -165072.843750 Penalty: 2225.335205
	Iteration 21Q: 3 clusters Score -165072.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -165073.859375 Penalty: 2225.335205
	Iteration 22Q: 3 clusters Score -165073.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -165075.031250 Penalty: 2225.335205
	Iteration 23Q: 3 clusters Score -165075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -165077.031250 Penalty: 2225.335205
	Iteration 24Q: 3 clusters Score -165077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -165079.234375 Penalty: 2225.335205
	Iteration 25Q: 3 clusters Score -165079.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -165079.703125 Penalty: 2225.335205
	Iteration 26Q: 3 clusters Score -165079.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -165079.703125 Penalty: 2225.335205
	Iteration 27F: 3 clusters Score -165079.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (1378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Entering Unmasked Estep 
Score: -138581.765625 Penalty: 1075.584229
	Iteration 0F: 2 clusters Score -138581.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -137055.421875 Penalty: 2151.168457
	Iteration 0F: 3 clusters Score -137055.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -137423.187500 Penalty: 2151.168457
	Iteration 1F: 3 clusters Score -137423.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -137522.500000 Penalty: 2151.168457
	Iteration 2F: 3 clusters Score -137522.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -137560.437500 Penalty: 2151.168457
	Iteration 3Q: 3 clusters Score -137560.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -137582.968750 Penalty: 2151.168457
	Iteration 4Q: 3 clusters Score -137583 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -137605.796875 Penalty: 2151.168457
	Iteration 5Q: 3 clusters Score -137605.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -137633.062500 Penalty: 2151.168457
	Iteration 6Q: 3 clusters Score -137633.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -137653.250000 Penalty: 2151.168457
	Iteration 7Q: 3 clusters Score -137653.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -137661.390625 Penalty: 2151.168457
	Iteration 8Q: 3 clusters Score -137661.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -137666.750000 Penalty: 2151.168457
	Iteration 9Q: 3 clusters Score -137666.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -137670.046875 Penalty: 2151.168457
	Iteration 10Q: 3 clusters Score -137670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -137674.046875 Penalty: 2151.168457
	Iteration 11Q: 3 clusters Score -137674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -137677.203125 Penalty: 2151.168457
	Iteration 12Q: 3 clusters Score -137677.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -137679.468750 Penalty: 2151.168457
	Iteration 13Q: 3 clusters Score -137679.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -137680.937500 Penalty: 2151.168457
	Iteration 14Q: 3 clusters Score -137680.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -137682.296875 Penalty: 2151.168457
	Iteration 15Q: 3 clusters Score -137682.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -137683.656250 Penalty: 2151.168457
	Iteration 16Q: 3 clusters Score -137683.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -137684.640625 Penalty: 2151.168457
	Iteration 17Q: 3 clusters Score -137684.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -137684.640625 Penalty: 2151.168457
	Iteration 18F: 3 clusters Score -137684.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (20970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Entering Unmasked Estep 
Score: -2123348.500000 Penalty: 1480.686279
	Iteration 0F: 2 clusters Score -2123348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -2109621.500000 Penalty: 2961.372559
	Iteration 0F: 3 clusters Score -2109622 nChanged 9169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -2114483.500000 Penalty: 2961.372559
	Iteration 1F: 3 clusters Score -2114484 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -2114952.500000 Penalty: 2961.372559
	Iteration 2F: 3 clusters Score -2114952 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -2115407.000000 Penalty: 2961.372559
	Iteration 3F: 3 clusters Score -2115407 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -2115903.750000 Penalty: 2961.372559
	Iteration 4Q: 3 clusters Score -2115904 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -2116436.000000 Penalty: 2961.372559
	Iteration 5F: 3 clusters Score -2116436 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -2117037.250000 Penalty: 2961.372559
	Iteration 6F: 3 clusters Score -2117037 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -2117619.500000 Penalty: 2961.372559
	Iteration 7F: 3 clusters Score -2117620 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -2118189.250000 Penalty: 2961.372559
	Iteration 8F: 3 clusters Score -2118189 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -2118778.250000 Penalty: 2961.372559
	Iteration 9Q: 3 clusters Score -2118778 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -2119373.750000 Penalty: 2961.372559
	Iteration 10Q: 3 clusters Score -2119374 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -2119926.000000 Penalty: 2961.372559
	Iteration 11Q: 3 clusters Score -2119926 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -2120333.000000 Penalty: 2961.372559
	Iteration 12Q: 3 clusters Score -2120333 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -2120599.000000 Penalty: 2961.372559
	Iteration 13Q: 3 clusters Score -2120599 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -2120798.250000 Penalty: 2961.372559
	Iteration 14Q: 3 clusters Score -2120798 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -2120950.500000 Penalty: 2961.372559
	Iteration 15Q: 3 clusters Score -2120950 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -2121086.250000 Penalty: 2961.372559
	Iteration 16Q: 3 clusters Score -2121086 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -2121236.250000 Penalty: 2961.372559
	Iteration 17Q: 3 clusters Score -2121236 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -2121366.750000 Penalty: 2961.372559
	Iteration 18Q: 3 clusters Score -2121367 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -2121467.000000 Penalty: 2961.372559
	Iteration 19Q: 3 clusters Score -2121467 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -2121575.000000 Penalty: 2961.372559
	Iteration 20F: 3 clusters Score -2121575 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -2121655.250000 Penalty: 2961.372559
	Iteration 21Q: 3 clusters Score -2121655 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -2121729.000000 Penalty: 2961.372559
	Iteration 22Q: 3 clusters Score -2121729 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -2121791.000000 Penalty: 2961.372559
	Iteration 23Q: 3 clusters Score -2121791 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -2121830.500000 Penalty: 2961.372559
	Iteration 24Q: 3 clusters Score -2121830 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -2121865.000000 Penalty: 2961.372559
	Iteration 25Q: 3 clusters Score -2121865 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -2121904.750000 Penalty: 2961.372559
	Iteration 26Q: 3 clusters Score -2121905 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -2121926.000000 Penalty: 2961.372559
	Iteration 27Q: 3 clusters Score -2121926 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -2121961.250000 Penalty: 2961.372559
	Iteration 28Q: 3 clusters Score -2121961 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -2121991.000000 Penalty: 2961.372559
	Iteration 29Q: 3 clusters Score -2121991 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -2122011.000000 Penalty: 2961.372559
	Iteration 30Q: 3 clusters Score -2122011 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -2122029.750000 Penalty: 2961.372559
	Iteration 31Q: 3 clusters Score -2122030 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -2122049.000000 Penalty: 2961.372559
	Iteration 32Q: 3 clusters Score -2122049 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -2122061.500000 Penalty: 2961.372559
	Iteration 33Q: 3 clusters Score -2122062 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -2122084.750000 Penalty: 2961.372559
	Iteration 34Q: 3 clusters Score -2122085 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -2122101.500000 Penalty: 2961.372559
	Iteration 35Q: 3 clusters Score -2122102 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -2122118.000000 Penalty: 2961.372559
	Iteration 36Q: 3 clusters Score -2122118 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -2122126.250000 Penalty: 2961.372559
	Iteration 37Q: 3 clusters Score -2122126 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -2122136.250000 Penalty: 2961.372559
	Iteration 38Q: 3 clusters Score -2122136 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -2122145.500000 Penalty: 2961.372559
	Iteration 39Q: 3 clusters Score -2122146 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -2122154.500000 Penalty: 2961.372559
	Iteration 40F: 3 clusters Score -2122154 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -2122164.250000 Penalty: 2961.372559
	Iteration 41Q: 3 clusters Score -2122164 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -2122164.000000 Penalty: 2961.372559
	Iteration 42Q: 3 clusters Score -2122164 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -2122169.500000 Penalty: 2961.372559
	Iteration 43Q: 3 clusters Score -2122170 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -2122176.250000 Penalty: 2961.372559
	Iteration 44Q: 3 clusters Score -2122176 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -2122184.000000 Penalty: 2961.372559
	Iteration 45Q: 3 clusters Score -2122184 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -2122188.000000 Penalty: 2961.372559
	Iteration 46Q: 3 clusters Score -2122188 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -2122194.500000 Penalty: 2961.372559
	Iteration 47Q: 3 clusters Score -2122194 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -2122204.500000 Penalty: 2961.372559
	Iteration 48Q: 3 clusters Score -2122204 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -2122201.750000 Penalty: 2961.372559
	Iteration 49Q: 3 clusters Score -2122202 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -2122206.000000 Penalty: 2961.372559
	Iteration 50Q: 3 clusters Score -2122206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -2122206.500000 Penalty: 2961.372559
	Iteration 51Q: 3 clusters Score -2122206 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -2122214.000000 Penalty: 2961.372559
	Iteration 52Q: 3 clusters Score -2122214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -2122215.000000 Penalty: 2961.372559
	Iteration 53Q: 3 clusters Score -2122215 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -2122226.250000 Penalty: 2961.372559
	Iteration 54Q: 3 clusters Score -2122226 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -2122240.000000 Penalty: 2961.372559
	Iteration 55Q: 3 clusters Score -2122240 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -2122242.250000 Penalty: 2961.372559
	Iteration 56Q: 3 clusters Score -2122242 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -2122243.000000 Penalty: 2961.372559
	Iteration 57Q: 3 clusters Score -2122243 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -2122253.000000 Penalty: 2961.372559
	Iteration 58Q: 3 clusters Score -2122253 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -2122255.000000 Penalty: 2961.372559
	Iteration 59Q: 3 clusters Score -2122255 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -2122263.000000 Penalty: 2961.372559
	Iteration 60F: 3 clusters Score -2122263 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -2122264.250000 Penalty: 2961.372559
	Iteration 61Q: 3 clusters Score -2122264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -2122261.750000 Penalty: 2961.372559
	Iteration 62Q: 3 clusters Score -2122262 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -2122264.750000 Penalty: 2961.372559
	Iteration 63Q: 3 clusters Score -2122265 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -2122275.500000 Penalty: 2961.372559
	Iteration 64Q: 3 clusters Score -2122276 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -2122276.750000 Penalty: 2961.372559
	Iteration 65Q: 3 clusters Score -2122277 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -2122281.250000 Penalty: 2961.372559
	Iteration 66Q: 3 clusters Score -2122281 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -2122281.250000 Penalty: 2961.372559
	Iteration 67Q: 3 clusters Score -2122281 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -2122286.750000 Penalty: 2961.372559
	Iteration 68Q: 3 clusters Score -2122287 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -2122290.000000 Penalty: 2961.372559
	Iteration 69Q: 3 clusters Score -2122290 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2122295.500000 Penalty: 2961.372559
	Iteration 70Q: 3 clusters Score -2122296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -2122292.750000 Penalty: 2961.372559
	Iteration 71Q: 3 clusters Score -2122293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2122295.250000 Penalty: 2961.372559
	Iteration 72Q: 3 clusters Score -2122295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2122292.500000 Penalty: 2961.372559
	Iteration 73Q: 3 clusters Score -2122292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -2122293.000000 Penalty: 2961.372559
	Iteration 74Q: 3 clusters Score -2122293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2122294.250000 Penalty: 2961.372559
	Iteration 75Q: 3 clusters Score -2122294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -2122294.250000 Penalty: 2961.372559
	Iteration 76Q: 3 clusters Score -2122294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -2122296.000000 Penalty: 2961.372559
	Iteration 77Q: 3 clusters Score -2122296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -2122294.250000 Penalty: 2961.372559
	Iteration 78Q: 3 clusters Score -2122294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -2122292.250000 Penalty: 2961.372559
	Iteration 79Q: 3 clusters Score -2122292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2122295.000000 Penalty: 2961.372559
	Iteration 80F: 3 clusters Score -2122295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -2122293.000000 Penalty: 2961.372559
	Iteration 81Q: 3 clusters Score -2122293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -2122296.500000 Penalty: 2961.372559
	Iteration 82Q: 3 clusters Score -2122296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -2122293.250000 Penalty: 2961.372559
	Iteration 83Q: 3 clusters Score -2122293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -2122294.250000 Penalty: 2961.372559
	Iteration 84Q: 3 clusters Score -2122294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -2122294.250000 Penalty: 2961.372559
	Iteration 85F: 3 clusters Score -2122294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Entering Unmasked Estep 
Score: -79070.945312 Penalty: 1022.572693
	Iteration 0F: 2 clusters Score -79070.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -77844.265625 Penalty: 2045.145386
	Iteration 0F: 3 clusters Score -77844.27 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -78127.070312 Penalty: 2045.145386
	Iteration 1F: 3 clusters Score -78127.07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -78217.898438 Penalty: 2045.145386
	Iteration 2F: 3 clusters Score -78217.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -78261.398438 Penalty: 2045.145386
	Iteration 3Q: 3 clusters Score -78261.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -78291.804688 Penalty: 2045.145386
	Iteration 4Q: 3 clusters Score -78291.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -78305.578125 Penalty: 2045.145386
	Iteration 5Q: 3 clusters Score -78305.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -78314.617188 Penalty: 2045.145386
	Iteration 6Q: 3 clusters Score -78314.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -78318.781250 Penalty: 2045.145386
	Iteration 7Q: 3 clusters Score -78318.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -78319.328125 Penalty: 2045.145386
	Iteration 8Q: 3 clusters Score -78319.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -78319.328125 Penalty: 2045.145386
	Iteration 9F: 3 clusters Score -78319.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (4612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Entering Unmasked Estep 
Score: -499875.843750 Penalty: 1255.338867
	Iteration 0F: 2 clusters Score -499875.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -496418.468750 Penalty: 2510.677734
	Iteration 0F: 3 clusters Score -496418.5 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -497396.875000 Penalty: 2510.677734
	Iteration 1F: 3 clusters Score -497396.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -497557.406250 Penalty: 2510.677734
	Iteration 2F: 3 clusters Score -497557.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -497671.906250 Penalty: 2510.677734
	Iteration 3Q: 3 clusters Score -497671.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -497765.531250 Penalty: 2510.677734
	Iteration 4Q: 3 clusters Score -497765.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -497831.968750 Penalty: 2510.677734
	Iteration 5Q: 3 clusters Score -497832 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -497877.250000 Penalty: 2510.677734
	Iteration 6Q: 3 clusters Score -497877.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -497907.093750 Penalty: 2510.677734
	Iteration 7Q: 3 clusters Score -497907.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -497930.781250 Penalty: 2510.677734
	Iteration 8Q: 3 clusters Score -497930.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -497948.093750 Penalty: 2510.677734
	Iteration 9Q: 3 clusters Score -497948.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -497960.062500 Penalty: 2510.677734
	Iteration 10Q: 3 clusters Score -497960.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -497971.312500 Penalty: 2510.677734
	Iteration 11Q: 3 clusters Score -497971.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -497985.906250 Penalty: 2510.677734
	Iteration 12Q: 3 clusters Score -497985.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -497994.500000 Penalty: 2510.677734
	Iteration 13Q: 3 clusters Score -497994.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -498003.343750 Penalty: 2510.677734
	Iteration 14Q: 3 clusters Score -498003.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -498010.937500 Penalty: 2510.677734
	Iteration 15Q: 3 clusters Score -498010.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -498017.531250 Penalty: 2510.677734
	Iteration 16Q: 3 clusters Score -498017.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -498024.718750 Penalty: 2510.677734
	Iteration 17Q: 3 clusters Score -498024.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -498029.218750 Penalty: 2510.677734
	Iteration 18Q: 3 clusters Score -498029.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -498032.218750 Penalty: 2510.677734
	Iteration 19Q: 3 clusters Score -498032.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -498036.187500 Penalty: 2510.677734
	Iteration 20F: 3 clusters Score -498036.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -498037.562500 Penalty: 2510.677734
	Iteration 21Q: 3 clusters Score -498037.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -498040.343750 Penalty: 2510.677734
	Iteration 22Q: 3 clusters Score -498040.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -498043.062500 Penalty: 2510.677734
	Iteration 23Q: 3 clusters Score -498043.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -498044.125000 Penalty: 2510.677734
	Iteration 24Q: 3 clusters Score -498044.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -498044.312500 Penalty: 2510.677734
	Iteration 25Q: 3 clusters Score -498044.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -498046.437500 Penalty: 2510.677734
	Iteration 26Q: 3 clusters Score -498046.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -498048.531250 Penalty: 2510.677734
	Iteration 27Q: 3 clusters Score -498048.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -498053.093750 Penalty: 2510.677734
	Iteration 28Q: 3 clusters Score -498053.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -498056.968750 Penalty: 2510.677734
	Iteration 29Q: 3 clusters Score -498057 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -498061.000000 Penalty: 2510.677734
	Iteration 30Q: 3 clusters Score -498061 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -498066.531250 Penalty: 2510.677734
	Iteration 31Q: 3 clusters Score -498066.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -498071.750000 Penalty: 2510.677734
	Iteration 32Q: 3 clusters Score -498071.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -498076.250000 Penalty: 2510.677734
	Iteration 33Q: 3 clusters Score -498076.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -498081.375000 Penalty: 2510.677734
	Iteration 34Q: 3 clusters Score -498081.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -498087.250000 Penalty: 2510.677734
	Iteration 35Q: 3 clusters Score -498087.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -498092.718750 Penalty: 2510.677734
	Iteration 36Q: 3 clusters Score -498092.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -498098.656250 Penalty: 2510.677734
	Iteration 37Q: 3 clusters Score -498098.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -498107.375000 Penalty: 2510.677734
	Iteration 38Q: 3 clusters Score -498107.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -498114.125000 Penalty: 2510.677734
	Iteration 39Q: 3 clusters Score -498114.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -498117.781250 Penalty: 2510.677734
	Iteration 40F: 3 clusters Score -498117.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -498121.906250 Penalty: 2510.677734
	Iteration 41Q: 3 clusters Score -498121.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -498126.437500 Penalty: 2510.677734
	Iteration 42Q: 3 clusters Score -498126.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -498128.812500 Penalty: 2510.677734
	Iteration 43Q: 3 clusters Score -498128.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -498131.187500 Penalty: 2510.677734
	Iteration 44Q: 3 clusters Score -498131.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -498132.750000 Penalty: 2510.677734
	Iteration 45Q: 3 clusters Score -498132.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -498132.937500 Penalty: 2510.677734
	Iteration 46Q: 3 clusters Score -498132.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -498134.593750 Penalty: 2510.677734
	Iteration 47Q: 3 clusters Score -498134.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -498135.343750 Penalty: 2510.677734
	Iteration 48Q: 3 clusters Score -498135.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -498135.406250 Penalty: 2510.677734
	Iteration 49Q: 3 clusters Score -498135.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -498136.156250 Penalty: 2510.677734
	Iteration 50Q: 3 clusters Score -498136.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -498136.375000 Penalty: 2510.677734
	Iteration 51Q: 3 clusters Score -498136.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -498137.812500 Penalty: 2510.677734
	Iteration 52Q: 3 clusters Score -498137.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -498136.812500 Penalty: 2510.677734
	Iteration 53Q: 3 clusters Score -498136.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -498136.812500 Penalty: 2510.677734
	Iteration 54F: 3 clusters Score -498136.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61581 members 
Mstep: Class 2 contains 10443 members 
Mstep: Class 3 contains 6980 members 
Mstep: Class 4 contains 47981 members 
Mstep: Class 5 contains 8314 members 
Mstep: Class 6 contains 11323 members 
Mstep: Class 7 contains 56021 members 
Mstep: Class 8 contains 10551 members 
Mstep: Class 9 contains 11015 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7481 members 
Mstep: Class 13 contains 18898 members 
Mstep: Class 14 contains 37747 members 
Mstep: Class 15 contains 16479 members 
Mstep: Class 16 contains 22187 members 
Mstep: Class 17 contains 28240 members 
Mstep: Class 18 contains 19730 members 
Mstep: Class 19 contains 1516 members 
Mstep: Class 20 contains 198800 members 
Mstep: Class 21 contains 12191 members 
Mstep: Class 22 contains 1776 members 
Mstep: Class 23 contains 6254 members 
Mstep: Class 24 contains 2163 members 
Mstep: Class 25 contains 36577 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14834 members 
Mstep: Class 28 contains 19765 members 
Mstep: Class 29 contains 37485 members 
Mstep: Class 30 contains 10783 members 
Mstep: Class 31 contains 9177 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 7998 members 
Mstep: Class 34 contains 4036 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1605 members 
Mstep: Class 37 contains 4277 members 
Mstep: Class 38 contains 3414 members 
Mstep: Class 39 contains 34044 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2520 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1947 members 
Mstep: Class 46 contains 1287 members 
Mstep: Class 47 contains 11652 members 
Mstep: Class 48 contains 1768 members 
Mstep: Class 49 contains 1378 members 
Mstep: Class 50 contains 20970 members 
Mstep: Class 51 contains 965 members 
Mstep: Class 52 contains 4612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131776.000000 Penalty: 106082.015625
Iteration 319Q: 53 clusters Score -8.813178e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61580 members 
Mstep: Class 2 contains 10443 members 
Mstep: Class 3 contains 6981 members 
Mstep: Class 4 contains 47981 members 
Mstep: Class 5 contains 8314 members 
Mstep: Class 6 contains 11319 members 
Mstep: Class 7 contains 56019 members 
Mstep: Class 8 contains 10551 members 
Mstep: Class 9 contains 11015 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7481 members 
Mstep: Class 13 contains 18898 members 
Mstep: Class 14 contains 37747 members 
Mstep: Class 15 contains 16479 members 
Mstep: Class 16 contains 22187 members 
Mstep: Class 17 contains 28240 members 
Mstep: Class 18 contains 19730 members 
Mstep: Class 19 contains 1516 members 
Mstep: Class 20 contains 198800 members 
Mstep: Class 21 contains 12190 members 
Mstep: Class 22 contains 1776 members 
Mstep: Class 23 contains 6254 members 
Mstep: Class 24 contains 2163 members 
Mstep: Class 25 contains 36578 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14834 members 
Mstep: Class 28 contains 19765 members 
Mstep: Class 29 contains 37485 members 
Mstep: Class 30 contains 10783 members 
Mstep: Class 31 contains 9177 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 7997 members 
Mstep: Class 34 contains 4036 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1605 members 
Mstep: Class 37 contains 4277 members 
Mstep: Class 38 contains 3413 members 
Mstep: Class 39 contains 34044 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2520 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1947 members 
Mstep: Class 46 contains 1287 members 
Mstep: Class 47 contains 11653 members 
Mstep: Class 48 contains 1768 members 
Mstep: Class 49 contains 1378 members 
Mstep: Class 50 contains 20970 members 
Mstep: Class 51 contains 965 members 
Mstep: Class 52 contains 4619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131784.000000 Penalty: 106082.015625
Iteration 320F: 53 clusters Score -8.813178e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61580 members 
Mstep: Class 2 contains 10443 members 
Mstep: Class 3 contains 6982 members 
Mstep: Class 4 contains 47981 members 
Mstep: Class 5 contains 8314 members 
Mstep: Class 6 contains 11317 members 
Mstep: Class 7 contains 56015 members 
Mstep: Class 8 contains 10551 members 
Mstep: Class 9 contains 11015 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7481 members 
Mstep: Class 13 contains 18898 members 
Mstep: Class 14 contains 37747 members 
Mstep: Class 15 contains 16479 members 
Mstep: Class 16 contains 22186 members 
Mstep: Class 17 contains 28240 members 
Mstep: Class 18 contains 19730 members 
Mstep: Class 19 contains 1516 members 
Mstep: Class 20 contains 198793 members 
Mstep: Class 21 contains 12188 members 
Mstep: Class 22 contains 1776 members 
Mstep: Class 23 contains 6254 members 
Mstep: Class 24 contains 2163 members 
Mstep: Class 25 contains 36578 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14834 members 
Mstep: Class 28 contains 19766 members 
Mstep: Class 29 contains 37485 members 
Mstep: Class 30 contains 10783 members 
Mstep: Class 31 contains 9177 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 7997 members 
Mstep: Class 34 contains 4036 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1605 members 
Mstep: Class 37 contains 4278 members 
Mstep: Class 38 contains 3413 members 
Mstep: Class 39 contains 34045 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2520 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1947 members 
Mstep: Class 46 contains 1286 members 
Mstep: Class 47 contains 11653 members 
Mstep: Class 48 contains 1768 members 
Mstep: Class 49 contains 1378 members 
Mstep: Class 50 contains 20970 members 
Mstep: Class 51 contains 965 members 
Mstep: Class 52 contains 4632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131736.000000 Penalty: 106082.015625
Iteration 321Q: 53 clusters Score -8.813174e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61578 members 
Mstep: Class 2 contains 10444 members 
Mstep: Class 3 contains 6982 members 
Mstep: Class 4 contains 47981 members 
Mstep: Class 5 contains 8314 members 
Mstep: Class 6 contains 11313 members 
Mstep: Class 7 contains 56014 members 
Mstep: Class 8 contains 10551 members 
Mstep: Class 9 contains 11015 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7481 members 
Mstep: Class 13 contains 18898 members 
Mstep: Class 14 contains 37747 members 
Mstep: Class 15 contains 16479 members 
Mstep: Class 16 contains 22186 members 
Mstep: Class 17 contains 28240 members 
Mstep: Class 18 contains 19730 members 
Mstep: Class 19 contains 1516 members 
Mstep: Class 20 contains 198789 members 
Mstep: Class 21 contains 12186 members 
Mstep: Class 22 contains 1776 members 
Mstep: Class 23 contains 6254 members 
Mstep: Class 24 contains 2163 members 
Mstep: Class 25 contains 36577 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14834 members 
Mstep: Class 28 contains 19766 members 
Mstep: Class 29 contains 37485 members 
Mstep: Class 30 contains 10783 members 
Mstep: Class 31 contains 9177 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 7997 members 
Mstep: Class 34 contains 4036 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1605 members 
Mstep: Class 37 contains 4278 members 
Mstep: Class 38 contains 3413 members 
Mstep: Class 39 contains 34045 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2520 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1947 members 
Mstep: Class 46 contains 1286 members 
Mstep: Class 47 contains 11653 members 
Mstep: Class 48 contains 1768 members 
Mstep: Class 49 contains 1378 members 
Mstep: Class 50 contains 20970 members 
Mstep: Class 51 contains 965 members 
Mstep: Class 52 contains 4645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131688.000000 Penalty: 106082.015625
Iteration 322Q: 53 clusters Score -8.813169e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61577 members 
Mstep: Class 2 contains 10444 members 
Mstep: Class 3 contains 6982 members 
Mstep: Class 4 contains 47981 members 
Mstep: Class 5 contains 8314 members 
Mstep: Class 6 contains 11311 members 
Mstep: Class 7 contains 56014 members 
Mstep: Class 8 contains 10551 members 
Mstep: Class 9 contains 11015 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7481 members 
Mstep: Class 13 contains 18898 members 
Mstep: Class 14 contains 37747 members 
Mstep: Class 15 contains 16479 members 
Mstep: Class 16 contains 22187 members 
Mstep: Class 17 contains 28239 members 
Mstep: Class 18 contains 19729 members 
Mstep: Class 19 contains 1516 members 
Mstep: Class 20 contains 198784 members 
Mstep: Class 21 contains 12184 members 
Mstep: Class 22 contains 1776 members 
Mstep: Class 23 contains 6254 members 
Mstep: Class 24 contains 2163 members 
Mstep: Class 25 contains 36577 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14834 members 
Mstep: Class 28 contains 19764 members 
Mstep: Class 29 contains 37485 members 
Mstep: Class 30 contains 10783 members 
Mstep: Class 31 contains 9177 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 7997 members 
Mstep: Class 34 contains 4036 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1605 members 
Mstep: Class 37 contains 4278 members 
Mstep: Class 38 contains 3413 members 
Mstep: Class 39 contains 34044 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2520 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1947 members 
Mstep: Class 46 contains 1286 members 
Mstep: Class 47 contains 11654 members 
Mstep: Class 48 contains 1768 members 
Mstep: Class 49 contains 1378 members 
Mstep: Class 50 contains 20970 members 
Mstep: Class 51 contains 965 members 
Mstep: Class 52 contains 4658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131648.000000 Penalty: 106082.015625
Iteration 323Q: 53 clusters Score -8.813165e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61577 members 
Mstep: Class 2 contains 10444 members 
Mstep: Class 3 contains 6982 members 
Mstep: Class 4 contains 47980 members 
Mstep: Class 5 contains 8314 members 
Mstep: Class 6 contains 11305 members 
Mstep: Class 7 contains 56014 members 
Mstep: Class 8 contains 10551 members 
Mstep: Class 9 contains 11015 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7481 members 
Mstep: Class 13 contains 18898 members 
Mstep: Class 14 contains 37747 members 
Mstep: Class 15 contains 16479 members 
Mstep: Class 16 contains 22186 members 
Mstep: Class 17 contains 28235 members 
Mstep: Class 18 contains 19729 members 
Mstep: Class 19 contains 1516 members 
Mstep: Class 20 contains 198778 members 
Mstep: Class 21 contains 12183 members 
Mstep: Class 22 contains 1776 members 
Mstep: Class 23 contains 6254 members 
Mstep: Class 24 contains 2163 members 
Mstep: Class 25 contains 36577 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14834 members 
Mstep: Class 28 contains 19763 members 
Mstep: Class 29 contains 37485 members 
Mstep: Class 30 contains 10783 members 
Mstep: Class 31 contains 9178 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 7997 members 
Mstep: Class 34 contains 4036 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1605 members 
Mstep: Class 37 contains 4278 members 
Mstep: Class 38 contains 3413 members 
Mstep: Class 39 contains 34043 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2520 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1947 members 
Mstep: Class 46 contains 1286 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 1768 members 
Mstep: Class 49 contains 1378 members 
Mstep: Class 50 contains 20970 members 
Mstep: Class 51 contains 965 members 
Mstep: Class 52 contains 4676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131688.000000 Penalty: 106082.015625
Iteration 324Q: 53 clusters Score -8.813169e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61578 members 
Mstep: Class 2 contains 10444 members 
Mstep: Class 3 contains 6982 members 
Mstep: Class 4 contains 47980 members 
Mstep: Class 5 contains 8314 members 
Mstep: Class 6 contains 11306 members 
Mstep: Class 7 contains 56014 members 
Mstep: Class 8 contains 10551 members 
Mstep: Class 9 contains 11015 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7481 members 
Mstep: Class 13 contains 18898 members 
Mstep: Class 14 contains 37748 members 
Mstep: Class 15 contains 16479 members 
Mstep: Class 16 contains 22184 members 
Mstep: Class 17 contains 28234 members 
Mstep: Class 18 contains 19729 members 
Mstep: Class 19 contains 1516 members 
Mstep: Class 20 contains 198773 members 
Mstep: Class 21 contains 12183 members 
Mstep: Class 22 contains 1776 members 
Mstep: Class 23 contains 6254 members 
Mstep: Class 24 contains 2163 members 
Mstep: Class 25 contains 36577 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14834 members 
Mstep: Class 28 contains 19763 members 
Mstep: Class 29 contains 37485 members 
Mstep: Class 30 contains 10783 members 
Mstep: Class 31 contains 9179 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 7997 members 
Mstep: Class 34 contains 4036 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1605 members 
Mstep: Class 37 contains 4278 members 
Mstep: Class 38 contains 3413 members 
Mstep: Class 39 contains 34041 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2520 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1947 members 
Mstep: Class 46 contains 1286 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 1768 members 
Mstep: Class 49 contains 1378 members 
Mstep: Class 50 contains 20969 members 
Mstep: Class 51 contains 965 members 
Mstep: Class 52 contains 4683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131712.000000 Penalty: 106082.015625
Iteration 325Q: 53 clusters Score -8.813171e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61577 members 
Mstep: Class 2 contains 10444 members 
Mstep: Class 3 contains 6982 members 
Mstep: Class 4 contains 47980 members 
Mstep: Class 5 contains 8314 members 
Mstep: Class 6 contains 11310 members 
Mstep: Class 7 contains 56014 members 
Mstep: Class 8 contains 10552 members 
Mstep: Class 9 contains 11015 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7481 members 
Mstep: Class 13 contains 18898 members 
Mstep: Class 14 contains 37748 members 
Mstep: Class 15 contains 16479 members 
Mstep: Class 16 contains 22180 members 
Mstep: Class 17 contains 28234 members 
Mstep: Class 18 contains 19729 members 
Mstep: Class 19 contains 1516 members 
Mstep: Class 20 contains 198767 members 
Mstep: Class 21 contains 12183 members 
Mstep: Class 22 contains 1776 members 
Mstep: Class 23 contains 6254 members 
Mstep: Class 24 contains 2163 members 
Mstep: Class 25 contains 36577 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14834 members 
Mstep: Class 28 contains 19763 members 
Mstep: Class 29 contains 37485 members 
Mstep: Class 30 contains 10783 members 
Mstep: Class 31 contains 9179 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 7997 members 
Mstep: Class 34 contains 4036 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1605 members 
Mstep: Class 37 contains 4278 members 
Mstep: Class 38 contains 3413 members 
Mstep: Class 39 contains 34041 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2520 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1947 members 
Mstep: Class 46 contains 1286 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 1768 members 
Mstep: Class 49 contains 1378 members 
Mstep: Class 50 contains 20968 members 
Mstep: Class 51 contains 965 members 
Mstep: Class 52 contains 4690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131768.000000 Penalty: 106082.015625
Iteration 326Q: 53 clusters Score -8.813177e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61578 members 
Mstep: Class 2 contains 10444 members 
Mstep: Class 3 contains 6982 members 
Mstep: Class 4 contains 47980 members 
Mstep: Class 5 contains 8314 members 
Mstep: Class 6 contains 11308 members 
Mstep: Class 7 contains 56014 members 
Mstep: Class 8 contains 10552 members 
Mstep: Class 9 contains 11015 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7481 members 
Mstep: Class 13 contains 18898 members 
Mstep: Class 14 contains 37748 members 
Mstep: Class 15 contains 16479 members 
Mstep: Class 16 contains 22177 members 
Mstep: Class 17 contains 28234 members 
Mstep: Class 18 contains 19728 members 
Mstep: Class 19 contains 1516 members 
Mstep: Class 20 contains 198760 members 
Mstep: Class 21 contains 12183 members 
Mstep: Class 22 contains 1776 members 
Mstep: Class 23 contains 6254 members 
Mstep: Class 24 contains 2163 members 
Mstep: Class 25 contains 36577 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14835 members 
Mstep: Class 28 contains 19764 members 
Mstep: Class 29 contains 37485 members 
Mstep: Class 30 contains 10783 members 
Mstep: Class 31 contains 9180 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 7997 members 
Mstep: Class 34 contains 4036 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1605 members 
Mstep: Class 37 contains 4278 members 
Mstep: Class 38 contains 3413 members 
Mstep: Class 39 contains 34042 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2520 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1947 members 
Mstep: Class 46 contains 1285 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 1768 members 
Mstep: Class 49 contains 1378 members 
Mstep: Class 50 contains 20965 members 
Mstep: Class 51 contains 965 members 
Mstep: Class 52 contains 4702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131776.000000 Penalty: 106082.015625
Iteration 327Q: 53 clusters Score -8.813178e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61577 members 
Mstep: Class 2 contains 10444 members 
Mstep: Class 3 contains 6982 members 
Mstep: Class 4 contains 47982 members 
Mstep: Class 5 contains 8314 members 
Mstep: Class 6 contains 11306 members 
Mstep: Class 7 contains 56013 members 
Mstep: Class 8 contains 10552 members 
Mstep: Class 9 contains 11015 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7481 members 
Mstep: Class 13 contains 18898 members 
Mstep: Class 14 contains 37748 members 
Mstep: Class 15 contains 16479 members 
Mstep: Class 16 contains 22176 members 
Mstep: Class 17 contains 28234 members 
Mstep: Class 18 contains 19728 members 
Mstep: Class 19 contains 1516 members 
Mstep: Class 20 contains 198754 members 
Mstep: Class 21 contains 12183 members 
Mstep: Class 22 contains 1776 members 
Mstep: Class 23 contains 6254 members 
Mstep: Class 24 contains 2163 members 
Mstep: Class 25 contains 36577 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14837 members 
Mstep: Class 28 contains 19765 members 
Mstep: Class 29 contains 37485 members 
Mstep: Class 30 contains 10783 members 
Mstep: Class 31 contains 9179 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 7997 members 
Mstep: Class 34 contains 4036 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1605 members 
Mstep: Class 37 contains 4278 members 
Mstep: Class 38 contains 3413 members 
Mstep: Class 39 contains 34043 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2520 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1947 members 
Mstep: Class 46 contains 1285 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 1768 members 
Mstep: Class 49 contains 1378 members 
Mstep: Class 50 contains 20964 members 
Mstep: Class 51 contains 965 members 
Mstep: Class 52 contains 4709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131792.000000 Penalty: 106082.015625
Iteration 328Q: 53 clusters Score -8.813179e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61577 members 
Mstep: Class 2 contains 10444 members 
Mstep: Class 3 contains 6982 members 
Mstep: Class 4 contains 47982 members 
Mstep: Class 5 contains 8314 members 
Mstep: Class 6 contains 11304 members 
Mstep: Class 7 contains 56013 members 
Mstep: Class 8 contains 10552 members 
Mstep: Class 9 contains 11015 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7481 members 
Mstep: Class 13 contains 18898 members 
Mstep: Class 14 contains 37748 members 
Mstep: Class 15 contains 16479 members 
Mstep: Class 16 contains 22176 members 
Mstep: Class 17 contains 28234 members 
Mstep: Class 18 contains 19728 members 
Mstep: Class 19 contains 1516 members 
Mstep: Class 20 contains 198746 members 
Mstep: Class 21 contains 12184 members 
Mstep: Class 22 contains 1776 members 
Mstep: Class 23 contains 6254 members 
Mstep: Class 24 contains 2163 members 
Mstep: Class 25 contains 36577 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14838 members 
Mstep: Class 28 contains 19765 members 
Mstep: Class 29 contains 37485 members 
Mstep: Class 30 contains 10783 members 
Mstep: Class 31 contains 9179 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 7997 members 
Mstep: Class 34 contains 4036 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1605 members 
Mstep: Class 37 contains 4278 members 
Mstep: Class 38 contains 3413 members 
Mstep: Class 39 contains 34043 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2520 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1947 members 
Mstep: Class 46 contains 1285 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 1768 members 
Mstep: Class 49 contains 1378 members 
Mstep: Class 50 contains 20962 members 
Mstep: Class 51 contains 965 members 
Mstep: Class 52 contains 4719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131784.000000 Penalty: 106082.015625
Iteration 329Q: 53 clusters Score -8.813178e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61577 members 
Mstep: Class 2 contains 10444 members 
Mstep: Class 3 contains 6982 members 
Mstep: Class 4 contains 47982 members 
Mstep: Class 5 contains 8314 members 
Mstep: Class 6 contains 11302 members 
Mstep: Class 7 contains 56013 members 
Mstep: Class 8 contains 10552 members 
Mstep: Class 9 contains 11015 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7481 members 
Mstep: Class 13 contains 18898 members 
Mstep: Class 14 contains 37748 members 
Mstep: Class 15 contains 16479 members 
Mstep: Class 16 contains 22176 members 
Mstep: Class 17 contains 28234 members 
Mstep: Class 18 contains 19729 members 
Mstep: Class 19 contains 1516 members 
Mstep: Class 20 contains 198739 members 
Mstep: Class 21 contains 12184 members 
Mstep: Class 22 contains 1776 members 
Mstep: Class 23 contains 6254 members 
Mstep: Class 24 contains 2163 members 
Mstep: Class 25 contains 36577 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14838 members 
Mstep: Class 28 contains 19765 members 
Mstep: Class 29 contains 37485 members 
Mstep: Class 30 contains 10783 members 
Mstep: Class 31 contains 9179 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 7997 members 
Mstep: Class 34 contains 4036 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1605 members 
Mstep: Class 37 contains 4278 members 
Mstep: Class 38 contains 3413 members 
Mstep: Class 39 contains 34043 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2520 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1947 members 
Mstep: Class 46 contains 1285 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 1768 members 
Mstep: Class 49 contains 1378 members 
Mstep: Class 50 contains 20962 members 
Mstep: Class 51 contains 965 members 
Mstep: Class 52 contains 4727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131768.000000 Penalty: 106082.015625
Iteration 330Q: 53 clusters Score -8.813177e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61577 members 
Mstep: Class 2 contains 10444 members 
Mstep: Class 3 contains 6982 members 
Mstep: Class 4 contains 47983 members 
Mstep: Class 5 contains 8314 members 
Mstep: Class 6 contains 11302 members 
Mstep: Class 7 contains 56013 members 
Mstep: Class 8 contains 10552 members 
Mstep: Class 9 contains 11015 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7481 members 
Mstep: Class 13 contains 18898 members 
Mstep: Class 14 contains 37748 members 
Mstep: Class 15 contains 16479 members 
Mstep: Class 16 contains 22176 members 
Mstep: Class 17 contains 28234 members 
Mstep: Class 18 contains 19729 members 
Mstep: Class 19 contains 1516 members 
Mstep: Class 20 contains 198735 members 
Mstep: Class 21 contains 12184 members 
Mstep: Class 22 contains 1776 members 
Mstep: Class 23 contains 6254 members 
Mstep: Class 24 contains 2163 members 
Mstep: Class 25 contains 36577 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14838 members 
Mstep: Class 28 contains 19765 members 
Mstep: Class 29 contains 37485 members 
Mstep: Class 30 contains 10783 members 
Mstep: Class 31 contains 9179 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 7997 members 
Mstep: Class 34 contains 4036 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1605 members 
Mstep: Class 37 contains 4278 members 
Mstep: Class 38 contains 3413 members 
Mstep: Class 39 contains 34043 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2520 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1947 members 
Mstep: Class 46 contains 1285 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 1768 members 
Mstep: Class 49 contains 1378 members 
Mstep: Class 50 contains 20962 members 
Mstep: Class 51 contains 965 members 
Mstep: Class 52 contains 4730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131768.000000 Penalty: 106082.015625
Iteration 331Q: 53 clusters Score -8.813177e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61576 members 
Mstep: Class 2 contains 10444 members 
Mstep: Class 3 contains 6982 members 
Mstep: Class 4 contains 47983 members 
Mstep: Class 5 contains 8314 members 
Mstep: Class 6 contains 11302 members 
Mstep: Class 7 contains 56013 members 
Mstep: Class 8 contains 10552 members 
Mstep: Class 9 contains 11015 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7481 members 
Mstep: Class 13 contains 18898 members 
Mstep: Class 14 contains 37748 members 
Mstep: Class 15 contains 16479 members 
Mstep: Class 16 contains 22176 members 
Mstep: Class 17 contains 28234 members 
Mstep: Class 18 contains 19729 members 
Mstep: Class 19 contains 1516 members 
Mstep: Class 20 contains 198737 members 
Mstep: Class 21 contains 12184 members 
Mstep: Class 22 contains 1776 members 
Mstep: Class 23 contains 6254 members 
Mstep: Class 24 contains 2163 members 
Mstep: Class 25 contains 36577 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14838 members 
Mstep: Class 28 contains 19765 members 
Mstep: Class 29 contains 37485 members 
Mstep: Class 30 contains 10783 members 
Mstep: Class 31 contains 9179 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 7997 members 
Mstep: Class 34 contains 4036 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1605 members 
Mstep: Class 37 contains 4278 members 
Mstep: Class 38 contains 3413 members 
Mstep: Class 39 contains 34043 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2520 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1947 members 
Mstep: Class 46 contains 1285 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 1768 members 
Mstep: Class 49 contains 1378 members 
Mstep: Class 50 contains 20962 members 
Mstep: Class 51 contains 965 members 
Mstep: Class 52 contains 4729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131752.000000 Penalty: 106082.015625
Iteration 332Q: 53 clusters Score -8.813175e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61576 members 
Mstep: Class 2 contains 10444 members 
Mstep: Class 3 contains 6982 members 
Mstep: Class 4 contains 47983 members 
Mstep: Class 5 contains 8314 members 
Mstep: Class 6 contains 11302 members 
Mstep: Class 7 contains 56013 members 
Mstep: Class 8 contains 10552 members 
Mstep: Class 9 contains 11015 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7481 members 
Mstep: Class 13 contains 18898 members 
Mstep: Class 14 contains 37748 members 
Mstep: Class 15 contains 16479 members 
Mstep: Class 16 contains 22176 members 
Mstep: Class 17 contains 28234 members 
Mstep: Class 18 contains 19729 members 
Mstep: Class 19 contains 1516 members 
Mstep: Class 20 contains 198733 members 
Mstep: Class 21 contains 12184 members 
Mstep: Class 22 contains 1776 members 
Mstep: Class 23 contains 6254 members 
Mstep: Class 24 contains 2163 members 
Mstep: Class 25 contains 36577 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14838 members 
Mstep: Class 28 contains 19765 members 
Mstep: Class 29 contains 37486 members 
Mstep: Class 30 contains 10783 members 
Mstep: Class 31 contains 9179 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 7997 members 
Mstep: Class 34 contains 4036 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1605 members 
Mstep: Class 37 contains 4278 members 
Mstep: Class 38 contains 3413 members 
Mstep: Class 39 contains 34043 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2520 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1947 members 
Mstep: Class 46 contains 1285 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 1768 members 
Mstep: Class 49 contains 1378 members 
Mstep: Class 50 contains 20962 members 
Mstep: Class 51 contains 965 members 
Mstep: Class 52 contains 4732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131760.000000 Penalty: 106082.015625
Iteration 333Q: 53 clusters Score -8.813176e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61576 members 
Mstep: Class 2 contains 10444 members 
Mstep: Class 3 contains 6982 members 
Mstep: Class 4 contains 47983 members 
Mstep: Class 5 contains 8314 members 
Mstep: Class 6 contains 11302 members 
Mstep: Class 7 contains 56013 members 
Mstep: Class 8 contains 10552 members 
Mstep: Class 9 contains 11015 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7481 members 
Mstep: Class 13 contains 18898 members 
Mstep: Class 14 contains 37748 members 
Mstep: Class 15 contains 16479 members 
Mstep: Class 16 contains 22176 members 
Mstep: Class 17 contains 28234 members 
Mstep: Class 18 contains 19729 members 
Mstep: Class 19 contains 1516 members 
Mstep: Class 20 contains 198731 members 
Mstep: Class 21 contains 12184 members 
Mstep: Class 22 contains 1776 members 
Mstep: Class 23 contains 6254 members 
Mstep: Class 24 contains 2163 members 
Mstep: Class 25 contains 36577 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14838 members 
Mstep: Class 28 contains 19765 members 
Mstep: Class 29 contains 37486 members 
Mstep: Class 30 contains 10783 members 
Mstep: Class 31 contains 9179 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 7997 members 
Mstep: Class 34 contains 4036 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1605 members 
Mstep: Class 37 contains 4278 members 
Mstep: Class 38 contains 3413 members 
Mstep: Class 39 contains 34043 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2520 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1947 members 
Mstep: Class 46 contains 1285 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 1768 members 
Mstep: Class 49 contains 1378 members 
Mstep: Class 50 contains 20962 members 
Mstep: Class 51 contains 965 members 
Mstep: Class 52 contains 4734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131760.000000 Penalty: 106082.015625
Iteration 334Q: 53 clusters Score -8.813176e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61576 members 
Mstep: Class 2 contains 10444 members 
Mstep: Class 3 contains 6982 members 
Mstep: Class 4 contains 47983 members 
Mstep: Class 5 contains 8314 members 
Mstep: Class 6 contains 11301 members 
Mstep: Class 7 contains 56013 members 
Mstep: Class 8 contains 10552 members 
Mstep: Class 9 contains 11015 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7481 members 
Mstep: Class 13 contains 18898 members 
Mstep: Class 14 contains 37748 members 
Mstep: Class 15 contains 16479 members 
Mstep: Class 16 contains 22176 members 
Mstep: Class 17 contains 28234 members 
Mstep: Class 18 contains 19729 members 
Mstep: Class 19 contains 1516 members 
Mstep: Class 20 contains 198727 members 
Mstep: Class 21 contains 12184 members 
Mstep: Class 22 contains 1776 members 
Mstep: Class 23 contains 6254 members 
Mstep: Class 24 contains 2163 members 
Mstep: Class 25 contains 36577 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14838 members 
Mstep: Class 28 contains 19765 members 
Mstep: Class 29 contains 37486 members 
Mstep: Class 30 contains 10783 members 
Mstep: Class 31 contains 9179 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 7997 members 
Mstep: Class 34 contains 4036 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1605 members 
Mstep: Class 37 contains 4278 members 
Mstep: Class 38 contains 3413 members 
Mstep: Class 39 contains 34043 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2520 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1947 members 
Mstep: Class 46 contains 1285 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 1768 members 
Mstep: Class 49 contains 1378 members 
Mstep: Class 50 contains 20962 members 
Mstep: Class 51 contains 965 members 
Mstep: Class 52 contains 4739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131768.000000 Penalty: 106082.015625
Iteration 335Q: 53 clusters Score -8.813177e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61576 members 
Mstep: Class 2 contains 10444 members 
Mstep: Class 3 contains 6982 members 
Mstep: Class 4 contains 47983 members 
Mstep: Class 5 contains 8314 members 
Mstep: Class 6 contains 11301 members 
Mstep: Class 7 contains 56013 members 
Mstep: Class 8 contains 10552 members 
Mstep: Class 9 contains 11015 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7481 members 
Mstep: Class 13 contains 18898 members 
Mstep: Class 14 contains 37748 members 
Mstep: Class 15 contains 16479 members 
Mstep: Class 16 contains 22176 members 
Mstep: Class 17 contains 28234 members 
Mstep: Class 18 contains 19729 members 
Mstep: Class 19 contains 1516 members 
Mstep: Class 20 contains 198722 members 
Mstep: Class 21 contains 12184 members 
Mstep: Class 22 contains 1776 members 
Mstep: Class 23 contains 6254 members 
Mstep: Class 24 contains 2163 members 
Mstep: Class 25 contains 36577 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14838 members 
Mstep: Class 28 contains 19765 members 
Mstep: Class 29 contains 37486 members 
Mstep: Class 30 contains 10783 members 
Mstep: Class 31 contains 9179 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 7997 members 
Mstep: Class 34 contains 4036 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1605 members 
Mstep: Class 37 contains 4278 members 
Mstep: Class 38 contains 3413 members 
Mstep: Class 39 contains 34043 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2520 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1947 members 
Mstep: Class 46 contains 1285 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 1768 members 
Mstep: Class 49 contains 1378 members 
Mstep: Class 50 contains 20962 members 
Mstep: Class 51 contains 965 members 
Mstep: Class 52 contains 4744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131776.000000 Penalty: 106082.015625
Iteration 336Q: 53 clusters Score -8.813178e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61576 members 
Mstep: Class 2 contains 10444 members 
Mstep: Class 3 contains 6982 members 
Mstep: Class 4 contains 47983 members 
Mstep: Class 5 contains 8314 members 
Mstep: Class 6 contains 11301 members 
Mstep: Class 7 contains 56013 members 
Mstep: Class 8 contains 10552 members 
Mstep: Class 9 contains 11015 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7481 members 
Mstep: Class 13 contains 18898 members 
Mstep: Class 14 contains 37748 members 
Mstep: Class 15 contains 16479 members 
Mstep: Class 16 contains 22176 members 
Mstep: Class 17 contains 28234 members 
Mstep: Class 18 contains 19729 members 
Mstep: Class 19 contains 1516 members 
Mstep: Class 20 contains 198716 members 
Mstep: Class 21 contains 12184 members 
Mstep: Class 22 contains 1776 members 
Mstep: Class 23 contains 6254 members 
Mstep: Class 24 contains 2163 members 
Mstep: Class 25 contains 36577 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14838 members 
Mstep: Class 28 contains 19765 members 
Mstep: Class 29 contains 37486 members 
Mstep: Class 30 contains 10783 members 
Mstep: Class 31 contains 9179 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 7997 members 
Mstep: Class 34 contains 4036 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1605 members 
Mstep: Class 37 contains 4278 members 
Mstep: Class 38 contains 3413 members 
Mstep: Class 39 contains 34043 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2520 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1947 members 
Mstep: Class 46 contains 1285 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 1768 members 
Mstep: Class 49 contains 1378 members 
Mstep: Class 50 contains 20962 members 
Mstep: Class 51 contains 965 members 
Mstep: Class 52 contains 4750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131808.000000 Penalty: 106082.015625
Iteration 337Q: 53 clusters Score -8.813181e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61575 members 
Mstep: Class 2 contains 10444 members 
Mstep: Class 3 contains 6982 members 
Mstep: Class 4 contains 47983 members 
Mstep: Class 5 contains 8314 members 
Mstep: Class 6 contains 11295 members 
Mstep: Class 7 contains 56013 members 
Mstep: Class 8 contains 10552 members 
Mstep: Class 9 contains 11015 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7481 members 
Mstep: Class 13 contains 18898 members 
Mstep: Class 14 contains 37748 members 
Mstep: Class 15 contains 16479 members 
Mstep: Class 16 contains 22176 members 
Mstep: Class 17 contains 28234 members 
Mstep: Class 18 contains 19728 members 
Mstep: Class 19 contains 1516 members 
Mstep: Class 20 contains 198715 members 
Mstep: Class 21 contains 12184 members 
Mstep: Class 22 contains 1776 members 
Mstep: Class 23 contains 6254 members 
Mstep: Class 24 contains 2163 members 
Mstep: Class 25 contains 36576 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14838 members 
Mstep: Class 28 contains 19765 members 
Mstep: Class 29 contains 37486 members 
Mstep: Class 30 contains 10783 members 
Mstep: Class 31 contains 9179 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 7997 members 
Mstep: Class 34 contains 4036 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1605 members 
Mstep: Class 37 contains 4278 members 
Mstep: Class 38 contains 3413 members 
Mstep: Class 39 contains 34043 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2520 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1947 members 
Mstep: Class 46 contains 1285 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 1768 members 
Mstep: Class 49 contains 1378 members 
Mstep: Class 50 contains 20962 members 
Mstep: Class 51 contains 965 members 
Mstep: Class 52 contains 4760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131792.000000 Penalty: 106082.015625
Iteration 338Q: 53 clusters Score -8.813179e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61575 members 
Mstep: Class 2 contains 10444 members 
Mstep: Class 3 contains 6982 members 
Mstep: Class 4 contains 47983 members 
Mstep: Class 5 contains 8314 members 
Mstep: Class 6 contains 11292 members 
Mstep: Class 7 contains 56013 members 
Mstep: Class 8 contains 10552 members 
Mstep: Class 9 contains 11015 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7481 members 
Mstep: Class 13 contains 18898 members 
Mstep: Class 14 contains 37748 members 
Mstep: Class 15 contains 16479 members 
Mstep: Class 16 contains 22176 members 
Mstep: Class 17 contains 28234 members 
Mstep: Class 18 contains 19728 members 
Mstep: Class 19 contains 1516 members 
Mstep: Class 20 contains 198710 members 
Mstep: Class 21 contains 12184 members 
Mstep: Class 22 contains 1776 members 
Mstep: Class 23 contains 6254 members 
Mstep: Class 24 contains 2163 members 
Mstep: Class 25 contains 36576 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14838 members 
Mstep: Class 28 contains 19765 members 
Mstep: Class 29 contains 37486 members 
Mstep: Class 30 contains 10783 members 
Mstep: Class 31 contains 9179 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 7997 members 
Mstep: Class 34 contains 4036 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1605 members 
Mstep: Class 37 contains 4278 members 
Mstep: Class 38 contains 3413 members 
Mstep: Class 39 contains 34043 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2520 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1947 members 
Mstep: Class 46 contains 1285 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 1768 members 
Mstep: Class 49 contains 1378 members 
Mstep: Class 50 contains 20962 members 
Mstep: Class 51 contains 965 members 
Mstep: Class 52 contains 4768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131768.000000 Penalty: 106082.015625
Iteration 339Q: 53 clusters Score -8.813177e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61575 members 
Mstep: Class 2 contains 10444 members 
Mstep: Class 3 contains 6982 members 
Mstep: Class 4 contains 47983 members 
Mstep: Class 5 contains 8314 members 
Mstep: Class 6 contains 11291 members 
Mstep: Class 7 contains 56013 members 
Mstep: Class 8 contains 10552 members 
Mstep: Class 9 contains 11015 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7481 members 
Mstep: Class 13 contains 18898 members 
Mstep: Class 14 contains 37748 members 
Mstep: Class 15 contains 16479 members 
Mstep: Class 16 contains 22176 members 
Mstep: Class 17 contains 28234 members 
Mstep: Class 18 contains 19728 members 
Mstep: Class 19 contains 1516 members 
Mstep: Class 20 contains 198705 members 
Mstep: Class 21 contains 12184 members 
Mstep: Class 22 contains 1776 members 
Mstep: Class 23 contains 6254 members 
Mstep: Class 24 contains 2163 members 
Mstep: Class 25 contains 36577 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14838 members 
Mstep: Class 28 contains 19765 members 
Mstep: Class 29 contains 37486 members 
Mstep: Class 30 contains 10783 members 
Mstep: Class 31 contains 9179 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 7997 members 
Mstep: Class 34 contains 4036 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1605 members 
Mstep: Class 37 contains 4278 members 
Mstep: Class 38 contains 3413 members 
Mstep: Class 39 contains 34043 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2520 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1947 members 
Mstep: Class 46 contains 1285 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 1768 members 
Mstep: Class 49 contains 1378 members 
Mstep: Class 50 contains 20962 members 
Mstep: Class 51 contains 965 members 
Mstep: Class 52 contains 4773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131752.000000 Penalty: 106082.015625
Iteration 340F: 53 clusters Score -8.813175e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61575 members 
Mstep: Class 2 contains 10444 members 
Mstep: Class 3 contains 6982 members 
Mstep: Class 4 contains 47983 members 
Mstep: Class 5 contains 8314 members 
Mstep: Class 6 contains 11290 members 
Mstep: Class 7 contains 56013 members 
Mstep: Class 8 contains 10552 members 
Mstep: Class 9 contains 11015 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7481 members 
Mstep: Class 13 contains 18898 members 
Mstep: Class 14 contains 37748 members 
Mstep: Class 15 contains 16479 members 
Mstep: Class 16 contains 22176 members 
Mstep: Class 17 contains 28234 members 
Mstep: Class 18 contains 19728 members 
Mstep: Class 19 contains 1516 members 
Mstep: Class 20 contains 198704 members 
Mstep: Class 21 contains 12184 members 
Mstep: Class 22 contains 1776 members 
Mstep: Class 23 contains 6254 members 
Mstep: Class 24 contains 2163 members 
Mstep: Class 25 contains 36577 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14838 members 
Mstep: Class 28 contains 19765 members 
Mstep: Class 29 contains 37486 members 
Mstep: Class 30 contains 10783 members 
Mstep: Class 31 contains 9179 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 7997 members 
Mstep: Class 34 contains 4036 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1605 members 
Mstep: Class 37 contains 4278 members 
Mstep: Class 38 contains 3413 members 
Mstep: Class 39 contains 34043 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2520 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1947 members 
Mstep: Class 46 contains 1285 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 1768 members 
Mstep: Class 49 contains 1378 members 
Mstep: Class 50 contains 20962 members 
Mstep: Class 51 contains 965 members 
Mstep: Class 52 contains 4775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131728.000000 Penalty: 106082.015625
Iteration 341Q: 53 clusters Score -8.813173e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61575 members 
Mstep: Class 2 contains 10444 members 
Mstep: Class 3 contains 6982 members 
Mstep: Class 4 contains 47984 members 
Mstep: Class 5 contains 8314 members 
Mstep: Class 6 contains 11289 members 
Mstep: Class 7 contains 56013 members 
Mstep: Class 8 contains 10552 members 
Mstep: Class 9 contains 11015 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7481 members 
Mstep: Class 13 contains 18898 members 
Mstep: Class 14 contains 37748 members 
Mstep: Class 15 contains 16479 members 
Mstep: Class 16 contains 22176 members 
Mstep: Class 17 contains 28234 members 
Mstep: Class 18 contains 19727 members 
Mstep: Class 19 contains 1516 members 
Mstep: Class 20 contains 198702 members 
Mstep: Class 21 contains 12184 members 
Mstep: Class 22 contains 1776 members 
Mstep: Class 23 contains 6254 members 
Mstep: Class 24 contains 2163 members 
Mstep: Class 25 contains 36577 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14838 members 
Mstep: Class 28 contains 19765 members 
Mstep: Class 29 contains 37486 members 
Mstep: Class 30 contains 10783 members 
Mstep: Class 31 contains 9179 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 7997 members 
Mstep: Class 34 contains 4036 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1605 members 
Mstep: Class 37 contains 4278 members 
Mstep: Class 38 contains 3413 members 
Mstep: Class 39 contains 34043 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2520 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1947 members 
Mstep: Class 46 contains 1285 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 1768 members 
Mstep: Class 49 contains 1378 members 
Mstep: Class 50 contains 20962 members 
Mstep: Class 51 contains 965 members 
Mstep: Class 52 contains 4778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131768.000000 Penalty: 106082.015625
Iteration 342Q: 53 clusters Score -8.813177e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61574 members 
Mstep: Class 2 contains 10444 members 
Mstep: Class 3 contains 6982 members 
Mstep: Class 4 contains 47984 members 
Mstep: Class 5 contains 8314 members 
Mstep: Class 6 contains 11288 members 
Mstep: Class 7 contains 56013 members 
Mstep: Class 8 contains 10552 members 
Mstep: Class 9 contains 11015 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7481 members 
Mstep: Class 13 contains 18898 members 
Mstep: Class 14 contains 37748 members 
Mstep: Class 15 contains 16479 members 
Mstep: Class 16 contains 22176 members 
Mstep: Class 17 contains 28234 members 
Mstep: Class 18 contains 19727 members 
Mstep: Class 19 contains 1516 members 
Mstep: Class 20 contains 198702 members 
Mstep: Class 21 contains 12184 members 
Mstep: Class 22 contains 1776 members 
Mstep: Class 23 contains 6254 members 
Mstep: Class 24 contains 2163 members 
Mstep: Class 25 contains 36577 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14838 members 
Mstep: Class 28 contains 19765 members 
Mstep: Class 29 contains 37486 members 
Mstep: Class 30 contains 10783 members 
Mstep: Class 31 contains 9179 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 7997 members 
Mstep: Class 34 contains 4036 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1605 members 
Mstep: Class 37 contains 4278 members 
Mstep: Class 38 contains 3413 members 
Mstep: Class 39 contains 34043 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2520 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1947 members 
Mstep: Class 46 contains 1285 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 1768 members 
Mstep: Class 49 contains 1378 members 
Mstep: Class 50 contains 20962 members 
Mstep: Class 51 contains 965 members 
Mstep: Class 52 contains 4780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131760.000000 Penalty: 106082.015625
Iteration 343Q: 53 clusters Score -8.813176e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61572 members 
Mstep: Class 2 contains 10444 members 
Mstep: Class 3 contains 6982 members 
Mstep: Class 4 contains 47984 members 
Mstep: Class 5 contains 8314 members 
Mstep: Class 6 contains 11288 members 
Mstep: Class 7 contains 56012 members 
Mstep: Class 8 contains 10552 members 
Mstep: Class 9 contains 11015 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7481 members 
Mstep: Class 13 contains 18898 members 
Mstep: Class 14 contains 37748 members 
Mstep: Class 15 contains 16479 members 
Mstep: Class 16 contains 22176 members 
Mstep: Class 17 contains 28234 members 
Mstep: Class 18 contains 19727 members 
Mstep: Class 19 contains 1516 members 
Mstep: Class 20 contains 198704 members 
Mstep: Class 21 contains 12184 members 
Mstep: Class 22 contains 1776 members 
Mstep: Class 23 contains 6254 members 
Mstep: Class 24 contains 2163 members 
Mstep: Class 25 contains 36577 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14838 members 
Mstep: Class 28 contains 19766 members 
Mstep: Class 29 contains 37486 members 
Mstep: Class 30 contains 10783 members 
Mstep: Class 31 contains 9179 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 7997 members 
Mstep: Class 34 contains 4036 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1605 members 
Mstep: Class 37 contains 4278 members 
Mstep: Class 38 contains 3413 members 
Mstep: Class 39 contains 34043 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2520 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1947 members 
Mstep: Class 46 contains 1285 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 1768 members 
Mstep: Class 49 contains 1378 members 
Mstep: Class 50 contains 20962 members 
Mstep: Class 51 contains 965 members 
Mstep: Class 52 contains 4780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131768.000000 Penalty: 106082.015625
Iteration 344Q: 53 clusters Score -8.813177e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61572 members 
Mstep: Class 2 contains 10444 members 
Mstep: Class 3 contains 6982 members 
Mstep: Class 4 contains 47984 members 
Mstep: Class 5 contains 8314 members 
Mstep: Class 6 contains 11288 members 
Mstep: Class 7 contains 56012 members 
Mstep: Class 8 contains 10552 members 
Mstep: Class 9 contains 11015 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7481 members 
Mstep: Class 13 contains 18898 members 
Mstep: Class 14 contains 37748 members 
Mstep: Class 15 contains 16479 members 
Mstep: Class 16 contains 22176 members 
Mstep: Class 17 contains 28234 members 
Mstep: Class 18 contains 19727 members 
Mstep: Class 19 contains 1516 members 
Mstep: Class 20 contains 198704 members 
Mstep: Class 21 contains 12184 members 
Mstep: Class 22 contains 1776 members 
Mstep: Class 23 contains 6254 members 
Mstep: Class 24 contains 2163 members 
Mstep: Class 25 contains 36577 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14838 members 
Mstep: Class 28 contains 19766 members 
Mstep: Class 29 contains 37486 members 
Mstep: Class 30 contains 10783 members 
Mstep: Class 31 contains 9179 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 7997 members 
Mstep: Class 34 contains 4036 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1605 members 
Mstep: Class 37 contains 4278 members 
Mstep: Class 38 contains 3413 members 
Mstep: Class 39 contains 34043 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2520 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1947 members 
Mstep: Class 46 contains 1285 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 1768 members 
Mstep: Class 49 contains 1378 members 
Mstep: Class 50 contains 20962 members 
Mstep: Class 51 contains 965 members 
Mstep: Class 52 contains 4780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131776.000000 Penalty: 106082.015625
Iteration 345Q: 53 clusters Score -8.813178e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61572 members 
Mstep: Class 2 contains 10444 members 
Mstep: Class 3 contains 6982 members 
Mstep: Class 4 contains 47984 members 
Mstep: Class 5 contains 8314 members 
Mstep: Class 6 contains 11288 members 
Mstep: Class 7 contains 56012 members 
Mstep: Class 8 contains 10552 members 
Mstep: Class 9 contains 11015 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7481 members 
Mstep: Class 13 contains 18898 members 
Mstep: Class 14 contains 37748 members 
Mstep: Class 15 contains 16479 members 
Mstep: Class 16 contains 22176 members 
Mstep: Class 17 contains 28234 members 
Mstep: Class 18 contains 19727 members 
Mstep: Class 19 contains 1516 members 
Mstep: Class 20 contains 198702 members 
Mstep: Class 21 contains 12184 members 
Mstep: Class 22 contains 1776 members 
Mstep: Class 23 contains 6254 members 
Mstep: Class 24 contains 2163 members 
Mstep: Class 25 contains 36577 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14838 members 
Mstep: Class 28 contains 19766 members 
Mstep: Class 29 contains 37486 members 
Mstep: Class 30 contains 10783 members 
Mstep: Class 31 contains 9179 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 7997 members 
Mstep: Class 34 contains 4036 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1605 members 
Mstep: Class 37 contains 4278 members 
Mstep: Class 38 contains 3413 members 
Mstep: Class 39 contains 34043 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2520 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1947 members 
Mstep: Class 46 contains 1285 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 1768 members 
Mstep: Class 49 contains 1378 members 
Mstep: Class 50 contains 20962 members 
Mstep: Class 51 contains 965 members 
Mstep: Class 52 contains 4782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131768.000000 Penalty: 106082.015625
Iteration 346Q: 53 clusters Score -8.813177e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61571 members 
Mstep: Class 2 contains 10444 members 
Mstep: Class 3 contains 6982 members 
Mstep: Class 4 contains 47984 members 
Mstep: Class 5 contains 8314 members 
Mstep: Class 6 contains 11288 members 
Mstep: Class 7 contains 56012 members 
Mstep: Class 8 contains 10552 members 
Mstep: Class 9 contains 11015 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7481 members 
Mstep: Class 13 contains 18898 members 
Mstep: Class 14 contains 37748 members 
Mstep: Class 15 contains 16479 members 
Mstep: Class 16 contains 22176 members 
Mstep: Class 17 contains 28234 members 
Mstep: Class 18 contains 19727 members 
Mstep: Class 19 contains 1516 members 
Mstep: Class 20 contains 198699 members 
Mstep: Class 21 contains 12184 members 
Mstep: Class 22 contains 1776 members 
Mstep: Class 23 contains 6254 members 
Mstep: Class 24 contains 2163 members 
Mstep: Class 25 contains 36577 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14838 members 
Mstep: Class 28 contains 19766 members 
Mstep: Class 29 contains 37486 members 
Mstep: Class 30 contains 10783 members 
Mstep: Class 31 contains 9179 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 7997 members 
Mstep: Class 34 contains 4036 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1605 members 
Mstep: Class 37 contains 4278 members 
Mstep: Class 38 contains 3413 members 
Mstep: Class 39 contains 34043 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2520 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1947 members 
Mstep: Class 46 contains 1285 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 1768 members 
Mstep: Class 49 contains 1378 members 
Mstep: Class 50 contains 20962 members 
Mstep: Class 51 contains 965 members 
Mstep: Class 52 contains 4786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131768.000000 Penalty: 106082.015625
Iteration 347Q: 53 clusters Score -8.813177e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61570 members 
Mstep: Class 2 contains 10444 members 
Mstep: Class 3 contains 6982 members 
Mstep: Class 4 contains 47984 members 
Mstep: Class 5 contains 8314 members 
Mstep: Class 6 contains 11287 members 
Mstep: Class 7 contains 56012 members 
Mstep: Class 8 contains 10552 members 
Mstep: Class 9 contains 11015 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7481 members 
Mstep: Class 13 contains 18899 members 
Mstep: Class 14 contains 37748 members 
Mstep: Class 15 contains 16479 members 
Mstep: Class 16 contains 22176 members 
Mstep: Class 17 contains 28234 members 
Mstep: Class 18 contains 19727 members 
Mstep: Class 19 contains 1516 members 
Mstep: Class 20 contains 198699 members 
Mstep: Class 21 contains 12184 members 
Mstep: Class 22 contains 1776 members 
Mstep: Class 23 contains 6254 members 
Mstep: Class 24 contains 2163 members 
Mstep: Class 25 contains 36577 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14838 members 
Mstep: Class 28 contains 19766 members 
Mstep: Class 29 contains 37486 members 
Mstep: Class 30 contains 10783 members 
Mstep: Class 31 contains 9179 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 7997 members 
Mstep: Class 34 contains 4036 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1605 members 
Mstep: Class 37 contains 4278 members 
Mstep: Class 38 contains 3413 members 
Mstep: Class 39 contains 34043 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2520 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1947 members 
Mstep: Class 46 contains 1285 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 1768 members 
Mstep: Class 49 contains 1378 members 
Mstep: Class 50 contains 20962 members 
Mstep: Class 51 contains 965 members 
Mstep: Class 52 contains 4787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131792.000000 Penalty: 106082.015625
Iteration 348Q: 53 clusters Score -8.813179e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61567 members 
Mstep: Class 2 contains 10444 members 
Mstep: Class 3 contains 6982 members 
Mstep: Class 4 contains 47984 members 
Mstep: Class 5 contains 8314 members 
Mstep: Class 6 contains 11288 members 
Mstep: Class 7 contains 56012 members 
Mstep: Class 8 contains 10552 members 
Mstep: Class 9 contains 11015 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7481 members 
Mstep: Class 13 contains 18901 members 
Mstep: Class 14 contains 37748 members 
Mstep: Class 15 contains 16479 members 
Mstep: Class 16 contains 22176 members 
Mstep: Class 17 contains 28234 members 
Mstep: Class 18 contains 19727 members 
Mstep: Class 19 contains 1516 members 
Mstep: Class 20 contains 198695 members 
Mstep: Class 21 contains 12184 members 
Mstep: Class 22 contains 1776 members 
Mstep: Class 23 contains 6254 members 
Mstep: Class 24 contains 2163 members 
Mstep: Class 25 contains 36577 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14838 members 
Mstep: Class 28 contains 19766 members 
Mstep: Class 29 contains 37486 members 
Mstep: Class 30 contains 10783 members 
Mstep: Class 31 contains 9179 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 7996 members 
Mstep: Class 34 contains 4036 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1605 members 
Mstep: Class 37 contains 4278 members 
Mstep: Class 38 contains 3413 members 
Mstep: Class 39 contains 34043 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2520 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1947 members 
Mstep: Class 46 contains 1285 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 1768 members 
Mstep: Class 49 contains 1378 members 
Mstep: Class 50 contains 20962 members 
Mstep: Class 51 contains 965 members 
Mstep: Class 52 contains 4792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131760.000000 Penalty: 106082.015625
Iteration 349Q: 53 clusters Score -8.813176e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61565 members 
Mstep: Class 2 contains 10444 members 
Mstep: Class 3 contains 6982 members 
Mstep: Class 4 contains 47984 members 
Mstep: Class 5 contains 8314 members 
Mstep: Class 6 contains 11286 members 
Mstep: Class 7 contains 56012 members 
Mstep: Class 8 contains 10552 members 
Mstep: Class 9 contains 11015 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7481 members 
Mstep: Class 13 contains 18903 members 
Mstep: Class 14 contains 37748 members 
Mstep: Class 15 contains 16479 members 
Mstep: Class 16 contains 22176 members 
Mstep: Class 17 contains 28233 members 
Mstep: Class 18 contains 19727 members 
Mstep: Class 19 contains 1516 members 
Mstep: Class 20 contains 198693 members 
Mstep: Class 21 contains 12184 members 
Mstep: Class 22 contains 1776 members 
Mstep: Class 23 contains 6254 members 
Mstep: Class 24 contains 2163 members 
Mstep: Class 25 contains 36577 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14838 members 
Mstep: Class 28 contains 19766 members 
Mstep: Class 29 contains 37486 members 
Mstep: Class 30 contains 10783 members 
Mstep: Class 31 contains 9179 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 7996 members 
Mstep: Class 34 contains 4036 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1605 members 
Mstep: Class 37 contains 4278 members 
Mstep: Class 38 contains 3413 members 
Mstep: Class 39 contains 34043 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2520 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1947 members 
Mstep: Class 46 contains 1285 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 1768 members 
Mstep: Class 49 contains 1378 members 
Mstep: Class 50 contains 20962 members 
Mstep: Class 51 contains 965 members 
Mstep: Class 52 contains 4797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131792.000000 Penalty: 106082.015625
Iteration 350Q: 53 clusters Score -8.813179e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61565 members 
Mstep: Class 2 contains 10444 members 
Mstep: Class 3 contains 6982 members 
Mstep: Class 4 contains 47984 members 
Mstep: Class 5 contains 8314 members 
Mstep: Class 6 contains 11284 members 
Mstep: Class 7 contains 56012 members 
Mstep: Class 8 contains 10552 members 
Mstep: Class 9 contains 11015 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7481 members 
Mstep: Class 13 contains 18904 members 
Mstep: Class 14 contains 37748 members 
Mstep: Class 15 contains 16479 members 
Mstep: Class 16 contains 22176 members 
Mstep: Class 17 contains 28232 members 
Mstep: Class 18 contains 19727 members 
Mstep: Class 19 contains 1516 members 
Mstep: Class 20 contains 198690 members 
Mstep: Class 21 contains 12184 members 
Mstep: Class 22 contains 1776 members 
Mstep: Class 23 contains 6254 members 
Mstep: Class 24 contains 2163 members 
Mstep: Class 25 contains 36577 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14838 members 
Mstep: Class 28 contains 19766 members 
Mstep: Class 29 contains 37486 members 
Mstep: Class 30 contains 10783 members 
Mstep: Class 31 contains 9179 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 7996 members 
Mstep: Class 34 contains 4036 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1605 members 
Mstep: Class 37 contains 4278 members 
Mstep: Class 38 contains 3413 members 
Mstep: Class 39 contains 34043 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2520 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1947 members 
Mstep: Class 46 contains 1285 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 1768 members 
Mstep: Class 49 contains 1378 members 
Mstep: Class 50 contains 20962 members 
Mstep: Class 51 contains 965 members 
Mstep: Class 52 contains 4802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131800.000000 Penalty: 106082.015625
Iteration 351Q: 53 clusters Score -8.81318e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61565 members 
Mstep: Class 2 contains 10444 members 
Mstep: Class 3 contains 6982 members 
Mstep: Class 4 contains 47984 members 
Mstep: Class 5 contains 8314 members 
Mstep: Class 6 contains 11285 members 
Mstep: Class 7 contains 56012 members 
Mstep: Class 8 contains 10552 members 
Mstep: Class 9 contains 11015 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7481 members 
Mstep: Class 13 contains 18904 members 
Mstep: Class 14 contains 37748 members 
Mstep: Class 15 contains 16479 members 
Mstep: Class 16 contains 22175 members 
Mstep: Class 17 contains 28232 members 
Mstep: Class 18 contains 19727 members 
Mstep: Class 19 contains 1516 members 
Mstep: Class 20 contains 198689 members 
Mstep: Class 21 contains 12184 members 
Mstep: Class 22 contains 1776 members 
Mstep: Class 23 contains 6254 members 
Mstep: Class 24 contains 2163 members 
Mstep: Class 25 contains 36577 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14838 members 
Mstep: Class 28 contains 19766 members 
Mstep: Class 29 contains 37486 members 
Mstep: Class 30 contains 10783 members 
Mstep: Class 31 contains 9179 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 7996 members 
Mstep: Class 34 contains 4036 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1605 members 
Mstep: Class 37 contains 4278 members 
Mstep: Class 38 contains 3413 members 
Mstep: Class 39 contains 34043 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2520 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1947 members 
Mstep: Class 46 contains 1285 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 1768 members 
Mstep: Class 49 contains 1378 members 
Mstep: Class 50 contains 20962 members 
Mstep: Class 51 contains 965 members 
Mstep: Class 52 contains 4803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131784.000000 Penalty: 106082.015625
Iteration 352Q: 53 clusters Score -8.813178e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61565 members 
Mstep: Class 2 contains 10444 members 
Mstep: Class 3 contains 6982 members 
Mstep: Class 4 contains 47984 members 
Mstep: Class 5 contains 8314 members 
Mstep: Class 6 contains 11285 members 
Mstep: Class 7 contains 56012 members 
Mstep: Class 8 contains 10552 members 
Mstep: Class 9 contains 11015 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7481 members 
Mstep: Class 13 contains 18904 members 
Mstep: Class 14 contains 37748 members 
Mstep: Class 15 contains 16479 members 
Mstep: Class 16 contains 22176 members 
Mstep: Class 17 contains 28232 members 
Mstep: Class 18 contains 19727 members 
Mstep: Class 19 contains 1516 members 
Mstep: Class 20 contains 198686 members 
Mstep: Class 21 contains 12184 members 
Mstep: Class 22 contains 1776 members 
Mstep: Class 23 contains 6254 members 
Mstep: Class 24 contains 2163 members 
Mstep: Class 25 contains 36577 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14838 members 
Mstep: Class 28 contains 19766 members 
Mstep: Class 29 contains 37486 members 
Mstep: Class 30 contains 10783 members 
Mstep: Class 31 contains 9179 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 7996 members 
Mstep: Class 34 contains 4036 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1605 members 
Mstep: Class 37 contains 4278 members 
Mstep: Class 38 contains 3413 members 
Mstep: Class 39 contains 34043 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2520 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1947 members 
Mstep: Class 46 contains 1285 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 1768 members 
Mstep: Class 49 contains 1378 members 
Mstep: Class 50 contains 20962 members 
Mstep: Class 51 contains 965 members 
Mstep: Class 52 contains 4805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131800.000000 Penalty: 106082.015625
Iteration 353Q: 53 clusters Score -8.81318e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61565 members 
Mstep: Class 2 contains 10444 members 
Mstep: Class 3 contains 6982 members 
Mstep: Class 4 contains 47984 members 
Mstep: Class 5 contains 8314 members 
Mstep: Class 6 contains 11285 members 
Mstep: Class 7 contains 56012 members 
Mstep: Class 8 contains 10552 members 
Mstep: Class 9 contains 11015 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7481 members 
Mstep: Class 13 contains 18904 members 
Mstep: Class 14 contains 37748 members 
Mstep: Class 15 contains 16479 members 
Mstep: Class 16 contains 22176 members 
Mstep: Class 17 contains 28232 members 
Mstep: Class 18 contains 19727 members 
Mstep: Class 19 contains 1516 members 
Mstep: Class 20 contains 198686 members 
Mstep: Class 21 contains 12184 members 
Mstep: Class 22 contains 1776 members 
Mstep: Class 23 contains 6254 members 
Mstep: Class 24 contains 2163 members 
Mstep: Class 25 contains 36577 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14838 members 
Mstep: Class 28 contains 19766 members 
Mstep: Class 29 contains 37486 members 
Mstep: Class 30 contains 10783 members 
Mstep: Class 31 contains 9179 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 7996 members 
Mstep: Class 34 contains 4036 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1605 members 
Mstep: Class 37 contains 4278 members 
Mstep: Class 38 contains 3413 members 
Mstep: Class 39 contains 34043 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2520 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1947 members 
Mstep: Class 46 contains 1285 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 1768 members 
Mstep: Class 49 contains 1378 members 
Mstep: Class 50 contains 20962 members 
Mstep: Class 51 contains 965 members 
Mstep: Class 52 contains 4805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131800.000000 Penalty: 106082.015625
Iteration 354Q: 53 clusters Score -8.81318e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61565 members 
Mstep: Class 2 contains 10444 members 
Mstep: Class 3 contains 6982 members 
Mstep: Class 4 contains 47984 members 
Mstep: Class 5 contains 8314 members 
Mstep: Class 6 contains 11285 members 
Mstep: Class 7 contains 56012 members 
Mstep: Class 8 contains 10552 members 
Mstep: Class 9 contains 11015 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7481 members 
Mstep: Class 13 contains 18904 members 
Mstep: Class 14 contains 37748 members 
Mstep: Class 15 contains 16479 members 
Mstep: Class 16 contains 22176 members 
Mstep: Class 17 contains 28232 members 
Mstep: Class 18 contains 19727 members 
Mstep: Class 19 contains 1516 members 
Mstep: Class 20 contains 198686 members 
Mstep: Class 21 contains 12184 members 
Mstep: Class 22 contains 1776 members 
Mstep: Class 23 contains 6254 members 
Mstep: Class 24 contains 2163 members 
Mstep: Class 25 contains 36577 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14838 members 
Mstep: Class 28 contains 19766 members 
Mstep: Class 29 contains 37486 members 
Mstep: Class 30 contains 10783 members 
Mstep: Class 31 contains 9179 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 7996 members 
Mstep: Class 34 contains 4036 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1605 members 
Mstep: Class 37 contains 4278 members 
Mstep: Class 38 contains 3413 members 
Mstep: Class 39 contains 34043 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2520 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1947 members 
Mstep: Class 46 contains 1285 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 1768 members 
Mstep: Class 49 contains 1378 members 
Mstep: Class 50 contains 20962 members 
Mstep: Class 51 contains 965 members 
Mstep: Class 52 contains 4805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131800.000000 Penalty: 106082.015625
Iteration 355Q: 53 clusters Score -8.81318e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61565 members 
Mstep: Class 2 contains 10444 members 
Mstep: Class 3 contains 6982 members 
Mstep: Class 4 contains 47984 members 
Mstep: Class 5 contains 8314 members 
Mstep: Class 6 contains 11285 members 
Mstep: Class 7 contains 56012 members 
Mstep: Class 8 contains 10552 members 
Mstep: Class 9 contains 11015 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7481 members 
Mstep: Class 13 contains 18904 members 
Mstep: Class 14 contains 37748 members 
Mstep: Class 15 contains 16479 members 
Mstep: Class 16 contains 22176 members 
Mstep: Class 17 contains 28232 members 
Mstep: Class 18 contains 19727 members 
Mstep: Class 19 contains 1516 members 
Mstep: Class 20 contains 198686 members 
Mstep: Class 21 contains 12184 members 
Mstep: Class 22 contains 1776 members 
Mstep: Class 23 contains 6254 members 
Mstep: Class 24 contains 2163 members 
Mstep: Class 25 contains 36577 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14838 members 
Mstep: Class 28 contains 19766 members 
Mstep: Class 29 contains 37486 members 
Mstep: Class 30 contains 10783 members 
Mstep: Class 31 contains 9179 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 7996 members 
Mstep: Class 34 contains 4036 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1605 members 
Mstep: Class 37 contains 4278 members 
Mstep: Class 38 contains 3413 members 
Mstep: Class 39 contains 34043 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2520 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1947 members 
Mstep: Class 46 contains 1285 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 1768 members 
Mstep: Class 49 contains 1378 members 
Mstep: Class 50 contains 20962 members 
Mstep: Class 51 contains 965 members 
Mstep: Class 52 contains 4805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88131800.000000 Penalty: 106082.015625
Iteration 356F: 53 clusters Score -8.81318e+07 nChanged 0
Entering ConstructFrom: 
Score: -88131800.000000 Penalty: 106082.015625
Entering ConstructFrom: 
Trying to split cluster 1 (61565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61565 members 
Entering Unmasked Estep 
Score: -6318392.000000 Penalty: 1640.943970
	Iteration 0F: 2 clusters Score -6318392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30875 members 
Mstep: Class 2 contains 30690 members 
Entering Unmasked Estep 
Score: -6278168.000000 Penalty: 3281.887939
	Iteration 0F: 3 clusters Score -6278168 nChanged 28527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31348 members 
Mstep: Class 2 contains 30217 members 
Entering Unmasked Estep 
Score: -6294183.000000 Penalty: 3281.887939
	Iteration 1F: 3 clusters Score -6294183 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31632 members 
Mstep: Class 2 contains 29933 members 
Entering Unmasked Estep 
Score: -6294991.500000 Penalty: 3281.887939
	Iteration 2Q: 3 clusters Score -6294992 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32013 members 
Mstep: Class 2 contains 29552 members 
Entering Unmasked Estep 
Score: -6296028.500000 Penalty: 3281.887939
	Iteration 3Q: 3 clusters Score -6296028 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32469 members 
Mstep: Class 2 contains 29096 members 
Entering Unmasked Estep 
Score: -6297355.000000 Penalty: 3281.887939
	Iteration 4Q: 3 clusters Score -6297355 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33206 members 
Mstep: Class 2 contains 28359 members 
Entering Unmasked Estep 
Score: -6299161.000000 Penalty: 3281.887939
	Iteration 5F: 3 clusters Score -6299161 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34220 members 
Mstep: Class 2 contains 27345 members 
Entering Unmasked Estep 
Score: -6301440.500000 Penalty: 3281.887939
	Iteration 6F: 3 clusters Score -6301440 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35508 members 
Mstep: Class 2 contains 26057 members 
Entering Unmasked Estep 
Score: -6304101.000000 Penalty: 3281.887939
	Iteration 7F: 3 clusters Score -6304101 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36963 members 
Mstep: Class 2 contains 24602 members 
Entering Unmasked Estep 
Score: -6306672.000000 Penalty: 3281.887939
	Iteration 8F: 3 clusters Score -6306672 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38413 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -6308675.500000 Penalty: 3281.887939
	Iteration 9F: 3 clusters Score -6308676 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39795 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -6310206.000000 Penalty: 3281.887939
	Iteration 10Q: 3 clusters Score -6310206 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40999 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -6311329.000000 Penalty: 3281.887939
	Iteration 11Q: 3 clusters Score -6311329 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42004 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -6312061.500000 Penalty: 3281.887939
	Iteration 12Q: 3 clusters Score -6312062 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42784 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -6312542.000000 Penalty: 3281.887939
	Iteration 13Q: 3 clusters Score -6312542 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43445 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -6312863.500000 Penalty: 3281.887939
	Iteration 14Q: 3 clusters Score -6312864 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44016 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -6313126.500000 Penalty: 3281.887939
	Iteration 15Q: 3 clusters Score -6313126 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44536 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -6313336.000000 Penalty: 3281.887939
	Iteration 16Q: 3 clusters Score -6313336 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45048 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -6313576.000000 Penalty: 3281.887939
	Iteration 17Q: 3 clusters Score -6313576 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45560 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -6313792.000000 Penalty: 3281.887939
	Iteration 18Q: 3 clusters Score -6313792 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46070 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -6313982.500000 Penalty: 3281.887939
	Iteration 19Q: 3 clusters Score -6313982 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46564 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -6314166.000000 Penalty: 3281.887939
	Iteration 20F: 3 clusters Score -6314166 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47036 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -6314339.500000 Penalty: 3281.887939
	Iteration 21Q: 3 clusters Score -6314340 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47465 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -6314447.000000 Penalty: 3281.887939
	Iteration 22Q: 3 clusters Score -6314447 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47870 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -6314586.000000 Penalty: 3281.887939
	Iteration 23Q: 3 clusters Score -6314586 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48273 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -6314709.500000 Penalty: 3281.887939
	Iteration 24Q: 3 clusters Score -6314710 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48642 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -6314824.000000 Penalty: 3281.887939
	Iteration 25Q: 3 clusters Score -6314824 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48993 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -6314890.500000 Penalty: 3281.887939
	Iteration 26Q: 3 clusters Score -6314890 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49352 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -6314966.500000 Penalty: 3281.887939
	Iteration 27Q: 3 clusters Score -6314966 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49657 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -6315032.000000 Penalty: 3281.887939
	Iteration 28Q: 3 clusters Score -6315032 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49949 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -6315098.000000 Penalty: 3281.887939
	Iteration 29Q: 3 clusters Score -6315098 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50227 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -6315172.000000 Penalty: 3281.887939
	Iteration 30Q: 3 clusters Score -6315172 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50507 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -6315209.500000 Penalty: 3281.887939
	Iteration 31Q: 3 clusters Score -6315210 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50778 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -6315228.500000 Penalty: 3281.887939
	Iteration 32Q: 3 clusters Score -6315228 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51035 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -6315319.000000 Penalty: 3281.887939
	Iteration 33Q: 3 clusters Score -6315319 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51284 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -6315360.500000 Penalty: 3281.887939
	Iteration 34Q: 3 clusters Score -6315360 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51542 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -6315370.500000 Penalty: 3281.887939
	Iteration 35Q: 3 clusters Score -6315370 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51835 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -6315416.500000 Penalty: 3281.887939
	Iteration 36Q: 3 clusters Score -6315416 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52133 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -6315485.500000 Penalty: 3281.887939
	Iteration 37Q: 3 clusters Score -6315486 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52437 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -6315533.500000 Penalty: 3281.887939
	Iteration 38Q: 3 clusters Score -6315534 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52694 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -6315596.000000 Penalty: 3281.887939
	Iteration 39Q: 3 clusters Score -6315596 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52960 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -6315653.000000 Penalty: 3281.887939
	Iteration 40F: 3 clusters Score -6315653 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53238 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -6315682.000000 Penalty: 3281.887939
	Iteration 41Q: 3 clusters Score -6315682 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53494 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -6315735.000000 Penalty: 3281.887939
	Iteration 42Q: 3 clusters Score -6315735 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53756 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -6315796.500000 Penalty: 3281.887939
	Iteration 43Q: 3 clusters Score -6315796 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53992 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -6315818.000000 Penalty: 3281.887939
	Iteration 44Q: 3 clusters Score -6315818 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54257 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -6315874.000000 Penalty: 3281.887939
	Iteration 45Q: 3 clusters Score -6315874 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54498 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -6315935.000000 Penalty: 3281.887939
	Iteration 46Q: 3 clusters Score -6315935 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54724 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -6316006.000000 Penalty: 3281.887939
	Iteration 47Q: 3 clusters Score -6316006 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54958 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -6316035.500000 Penalty: 3281.887939
	Iteration 48Q: 3 clusters Score -6316036 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55220 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -6316119.500000 Penalty: 3281.887939
	Iteration 49Q: 3 clusters Score -6316120 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55497 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -6316172.000000 Penalty: 3281.887939
	Iteration 50Q: 3 clusters Score -6316172 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55745 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -6316220.000000 Penalty: 3281.887939
	Iteration 51Q: 3 clusters Score -6316220 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55987 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -6316260.500000 Penalty: 3281.887939
	Iteration 52Q: 3 clusters Score -6316260 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56222 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -6316340.000000 Penalty: 3281.887939
	Iteration 53Q: 3 clusters Score -6316340 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56449 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -6316386.000000 Penalty: 3281.887939
	Iteration 54Q: 3 clusters Score -6316386 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56664 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -6316445.000000 Penalty: 3281.887939
	Iteration 55Q: 3 clusters Score -6316445 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56882 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -6316526.500000 Penalty: 3281.887939
	Iteration 56Q: 3 clusters Score -6316526 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57113 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -6316578.500000 Penalty: 3281.887939
	Iteration 57Q: 3 clusters Score -6316578 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57351 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -6316652.000000 Penalty: 3281.887939
	Iteration 58Q: 3 clusters Score -6316652 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57576 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -6316715.000000 Penalty: 3281.887939
	Iteration 59Q: 3 clusters Score -6316715 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57800 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -6316811.500000 Penalty: 3281.887939
	Iteration 60F: 3 clusters Score -6316812 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58025 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -6316897.500000 Penalty: 3281.887939
	Iteration 61Q: 3 clusters Score -6316898 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58242 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -6316986.500000 Penalty: 3281.887939
	Iteration 62Q: 3 clusters Score -6316986 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58434 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -6317069.500000 Penalty: 3281.887939
	Iteration 63Q: 3 clusters Score -6317070 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58645 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -6317170.500000 Penalty: 3281.887939
	Iteration 64Q: 3 clusters Score -6317170 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58799 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -6317210.500000 Penalty: 3281.887939
	Iteration 65Q: 3 clusters Score -6317210 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58947 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -6317283.500000 Penalty: 3281.887939
	Iteration 66Q: 3 clusters Score -6317284 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59076 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -6317320.000000 Penalty: 3281.887939
	Iteration 67Q: 3 clusters Score -6317320 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59196 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -6317357.000000 Penalty: 3281.887939
	Iteration 68Q: 3 clusters Score -6317357 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59287 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -6317384.500000 Penalty: 3281.887939
	Iteration 69Q: 3 clusters Score -6317384 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59361 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -6317395.500000 Penalty: 3281.887939
	Iteration 70Q: 3 clusters Score -6317396 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59427 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -6317418.500000 Penalty: 3281.887939
	Iteration 71Q: 3 clusters Score -6317418 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59502 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -6317443.000000 Penalty: 3281.887939
	Iteration 72Q: 3 clusters Score -6317443 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59565 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -6317474.000000 Penalty: 3281.887939
	Iteration 73Q: 3 clusters Score -6317474 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59624 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -6317484.500000 Penalty: 3281.887939
	Iteration 74Q: 3 clusters Score -6317484 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59675 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -6317507.000000 Penalty: 3281.887939
	Iteration 75Q: 3 clusters Score -6317507 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59713 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -6317507.500000 Penalty: 3281.887939
	Iteration 76Q: 3 clusters Score -6317508 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59746 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -6317521.000000 Penalty: 3281.887939
	Iteration 77Q: 3 clusters Score -6317521 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59773 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -6317529.500000 Penalty: 3281.887939
	Iteration 78Q: 3 clusters Score -6317530 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59796 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -6317538.000000 Penalty: 3281.887939
	Iteration 79Q: 3 clusters Score -6317538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59812 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -6317545.500000 Penalty: 3281.887939
	Iteration 80F: 3 clusters Score -6317546 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59833 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -6317556.000000 Penalty: 3281.887939
	Iteration 81Q: 3 clusters Score -6317556 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59851 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -6317558.000000 Penalty: 3281.887939
	Iteration 82Q: 3 clusters Score -6317558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59861 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -6317568.000000 Penalty: 3281.887939
	Iteration 83Q: 3 clusters Score -6317568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59870 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -6317575.000000 Penalty: 3281.887939
	Iteration 84Q: 3 clusters Score -6317575 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59878 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -6317582.500000 Penalty: 3281.887939
	Iteration 85Q: 3 clusters Score -6317582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59881 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -6317585.000000 Penalty: 3281.887939
	Iteration 86Q: 3 clusters Score -6317585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59887 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -6317585.000000 Penalty: 3281.887939
	Iteration 87Q: 3 clusters Score -6317585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59893 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -6317585.000000 Penalty: 3281.887939
	Iteration 88Q: 3 clusters Score -6317585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59900 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -6317589.000000 Penalty: 3281.887939
	Iteration 89Q: 3 clusters Score -6317589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59906 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -6317589.500000 Penalty: 3281.887939
	Iteration 90Q: 3 clusters Score -6317590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59909 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -6317591.000000 Penalty: 3281.887939
	Iteration 91Q: 3 clusters Score -6317591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59912 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -6317593.000000 Penalty: 3281.887939
	Iteration 92Q: 3 clusters Score -6317593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59913 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -6317594.000000 Penalty: 3281.887939
	Iteration 93Q: 3 clusters Score -6317594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59915 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -6317597.000000 Penalty: 3281.887939
	Iteration 94Q: 3 clusters Score -6317597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59916 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -6317600.000000 Penalty: 3281.887939
	Iteration 95Q: 3 clusters Score -6317600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59916 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -6317600.000000 Penalty: 3281.887939
	Iteration 96F: 3 clusters Score -6317600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Entering Unmasked Estep 
Score: -1045963.687500 Penalty: 1376.963013
	Iteration 0F: 2 clusters Score -1045964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1038984.562500 Penalty: 2753.926025
	Iteration 0F: 3 clusters Score -1038985 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1041356.250000 Penalty: 2753.926025
	Iteration 1F: 3 clusters Score -1041356 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1041749.937500 Penalty: 2753.926025
	Iteration 2F: 3 clusters Score -1041750 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1042121.187500 Penalty: 2753.926025
	Iteration 3F: 3 clusters Score -1042121 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1042452.000000 Penalty: 2753.926025
	Iteration 4F: 3 clusters Score -1042452 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1042763.375000 Penalty: 2753.926025
	Iteration 5Q: 3 clusters Score -1042763 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1043027.250000 Penalty: 2753.926025
	Iteration 6Q: 3 clusters Score -1043027 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1043274.375000 Penalty: 2753.926025
	Iteration 7Q: 3 clusters Score -1043274 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1043563.875000 Penalty: 2753.926025
	Iteration 8Q: 3 clusters Score -1043564 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1043885.187500 Penalty: 2753.926025
	Iteration 9Q: 3 clusters Score -1043885 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1044241.562500 Penalty: 2753.926025
	Iteration 10Q: 3 clusters Score -1044242 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1044649.937500 Penalty: 2753.926025
	Iteration 11Q: 3 clusters Score -1044650 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1045079.687500 Penalty: 2753.926025
	Iteration 12Q: 3 clusters Score -1045080 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1045462.625000 Penalty: 2753.926025
	Iteration 13Q: 3 clusters Score -1045463 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1045747.875000 Penalty: 2753.926025
	Iteration 14Q: 3 clusters Score -1045748 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1045933.125000 Penalty: 2753.926025
	Iteration 15Q: 3 clusters Score -1045933 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1046029.125000 Penalty: 2753.926025
	Iteration 16Q: 3 clusters Score -1046029 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1046086.375000 Penalty: 2753.926025
	Iteration 17Q: 3 clusters Score -1046086 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1046115.750000 Penalty: 2753.926025
	Iteration 18Q: 3 clusters Score -1046116 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1046132.062500 Penalty: 2753.926025
	Iteration 19Q: 3 clusters Score -1046132 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1046137.812500 Penalty: 2753.926025
	Iteration 20F: 3 clusters Score -1046138 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1046143.187500 Penalty: 2753.926025
	Iteration 21Q: 3 clusters Score -1046143 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1046147.562500 Penalty: 2753.926025
	Iteration 22Q: 3 clusters Score -1046148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1046151.375000 Penalty: 2753.926025
	Iteration 23Q: 3 clusters Score -1046151 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1046151.812500 Penalty: 2753.926025
	Iteration 24Q: 3 clusters Score -1046152 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1046159.125000 Penalty: 2753.926025
	Iteration 25Q: 3 clusters Score -1046159 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1046162.562500 Penalty: 2753.926025
	Iteration 26Q: 3 clusters Score -1046163 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1046164.687500 Penalty: 2753.926025
	Iteration 27Q: 3 clusters Score -1046165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1046167.062500 Penalty: 2753.926025
	Iteration 28Q: 3 clusters Score -1046167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1046166.562500 Penalty: 2753.926025
	Iteration 29Q: 3 clusters Score -1046167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1046168.250000 Penalty: 2753.926025
	Iteration 30Q: 3 clusters Score -1046168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1046169.375000 Penalty: 2753.926025
	Iteration 31Q: 3 clusters Score -1046169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1046169.687500 Penalty: 2753.926025
	Iteration 32Q: 3 clusters Score -1046170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1046169.875000 Penalty: 2753.926025
	Iteration 33Q: 3 clusters Score -1046170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1046169.875000 Penalty: 2753.926025
	Iteration 34F: 3 clusters Score -1046170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61565 members 
Mstep: Class 2 contains 3481 members 
Mstep: Class 3 contains 6982 members 
Mstep: Class 4 contains 47984 members 
Mstep: Class 5 contains 8314 members 
Mstep: Class 6 contains 11285 members 
Mstep: Class 7 contains 56012 members 
Mstep: Class 8 contains 10552 members 
Mstep: Class 9 contains 11015 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7481 members 
Mstep: Class 13 contains 18904 members 
Mstep: Class 14 contains 37748 members 
Mstep: Class 15 contains 16479 members 
Mstep: Class 16 contains 22176 members 
Mstep: Class 17 contains 28232 members 
Mstep: Class 18 contains 19727 members 
Mstep: Class 19 contains 1516 members 
Mstep: Class 20 contains 198686 members 
Mstep: Class 21 contains 12184 members 
Mstep: Class 22 contains 1776 members 
Mstep: Class 23 contains 6254 members 
Mstep: Class 24 contains 2163 members 
Mstep: Class 25 contains 36577 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14838 members 
Mstep: Class 28 contains 19766 members 
Mstep: Class 29 contains 37486 members 
Mstep: Class 30 contains 10783 members 
Mstep: Class 31 contains 9179 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 7996 members 
Mstep: Class 34 contains 4036 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1605 members 
Mstep: Class 37 contains 4278 members 
Mstep: Class 38 contains 3413 members 
Mstep: Class 39 contains 34043 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2520 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1947 members 
Mstep: Class 46 contains 1285 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 1768 members 
Mstep: Class 49 contains 1378 members 
Mstep: Class 50 contains 20962 members 
Mstep: Class 51 contains 965 members 
Mstep: Class 52 contains 4805 members 
Mstep: Class 53 contains 6963 members 
Entering Unmasked Estep 
Score: -88131368.000000 Penalty: 108122.062500
Splitting cluster 2 changes total score from -88131800.000000 to -88131368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (6982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Entering Unmasked Estep 
Score: -747771.062500 Penalty: 1317.042236
	Iteration 0F: 2 clusters Score -747771.1 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 3471 members 
Entering Unmasked Estep 
Score: -742827.562500 Penalty: 2634.084473
	Iteration 0F: 3 clusters Score -742827.6 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -744318.062500 Penalty: 2634.084473
	Iteration 1F: 3 clusters Score -744318.1 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -744557.562500 Penalty: 2634.084473
	Iteration 2F: 3 clusters Score -744557.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -744721.937500 Penalty: 2634.084473
	Iteration 3F: 3 clusters Score -744721.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -744816.062500 Penalty: 2634.084473
	Iteration 4Q: 3 clusters Score -744816.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -744883.875000 Penalty: 2634.084473
	Iteration 5Q: 3 clusters Score -744883.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -744942.312500 Penalty: 2634.084473
	Iteration 6Q: 3 clusters Score -744942.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -744992.750000 Penalty: 2634.084473
	Iteration 7Q: 3 clusters Score -744992.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -745050.562500 Penalty: 2634.084473
	Iteration 8Q: 3 clusters Score -745050.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -745118.562500 Penalty: 2634.084473
	Iteration 9Q: 3 clusters Score -745118.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -745192.562500 Penalty: 2634.084473
	Iteration 10Q: 3 clusters Score -745192.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -745252.000000 Penalty: 2634.084473
	Iteration 11Q: 3 clusters Score -745252 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -745314.812500 Penalty: 2634.084473
	Iteration 12Q: 3 clusters Score -745314.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -745402.312500 Penalty: 2634.084473
	Iteration 13Q: 3 clusters Score -745402.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -745489.000000 Penalty: 2634.084473
	Iteration 14Q: 3 clusters Score -745489 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -745575.562500 Penalty: 2634.084473
	Iteration 15Q: 3 clusters Score -745575.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -745673.000000 Penalty: 2634.084473
	Iteration 16Q: 3 clusters Score -745673 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -745788.625000 Penalty: 2634.084473
	Iteration 17Q: 3 clusters Score -745788.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -745905.375000 Penalty: 2634.084473
	Iteration 18Q: 3 clusters Score -745905.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -746028.687500 Penalty: 2634.084473
	Iteration 19Q: 3 clusters Score -746028.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -746139.687500 Penalty: 2634.084473
	Iteration 20F: 3 clusters Score -746139.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -746242.187500 Penalty: 2634.084473
	Iteration 21Q: 3 clusters Score -746242.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -746330.687500 Penalty: 2634.084473
	Iteration 22Q: 3 clusters Score -746330.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -746411.000000 Penalty: 2634.084473
	Iteration 23Q: 3 clusters Score -746411 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -746492.750000 Penalty: 2634.084473
	Iteration 24Q: 3 clusters Score -746492.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -746537.500000 Penalty: 2634.084473
	Iteration 25Q: 3 clusters Score -746537.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -746570.937500 Penalty: 2634.084473
	Iteration 26Q: 3 clusters Score -746570.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -746604.437500 Penalty: 2634.084473
	Iteration 27Q: 3 clusters Score -746604.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -746641.437500 Penalty: 2634.084473
	Iteration 28Q: 3 clusters Score -746641.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -746667.812500 Penalty: 2634.084473
	Iteration 29Q: 3 clusters Score -746667.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -746688.250000 Penalty: 2634.084473
	Iteration 30Q: 3 clusters Score -746688.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -746702.375000 Penalty: 2634.084473
	Iteration 31Q: 3 clusters Score -746702.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -746712.312500 Penalty: 2634.084473
	Iteration 32Q: 3 clusters Score -746712.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -746723.812500 Penalty: 2634.084473
	Iteration 33Q: 3 clusters Score -746723.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -746732.750000 Penalty: 2634.084473
	Iteration 34Q: 3 clusters Score -746732.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -746741.312500 Penalty: 2634.084473
	Iteration 35Q: 3 clusters Score -746741.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -746743.250000 Penalty: 2634.084473
	Iteration 36Q: 3 clusters Score -746743.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -746747.187500 Penalty: 2634.084473
	Iteration 37Q: 3 clusters Score -746747.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -746751.375000 Penalty: 2634.084473
	Iteration 38Q: 3 clusters Score -746751.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -746751.500000 Penalty: 2634.084473
	Iteration 39Q: 3 clusters Score -746751.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -746751.875000 Penalty: 2634.084473
	Iteration 40F: 3 clusters Score -746751.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (47984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47984 members 
Entering Unmasked Estep 
Score: -4793979.500000 Penalty: 1603.859131
	Iteration 0F: 2 clusters Score -4793980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -4762662.000000 Penalty: 3207.718262
	Iteration 0F: 3 clusters Score -4762662 nChanged 22235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -4774944.000000 Penalty: 3207.718262
	Iteration 1F: 3 clusters Score -4774944 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 25587 members 
Entering Unmasked Estep 
Score: -4775616.000000 Penalty: 3207.718262
	Iteration 2Q: 3 clusters Score -4775616 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 26403 members 
Entering Unmasked Estep 
Score: -4776337.000000 Penalty: 3207.718262
	Iteration 3Q: 3 clusters Score -4776337 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -4777175.500000 Penalty: 3207.718262
	Iteration 4Q: 3 clusters Score -4777176 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 29021 members 
Entering Unmasked Estep 
Score: -4778345.000000 Penalty: 3207.718262
	Iteration 5Q: 3 clusters Score -4778345 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 30962 members 
Entering Unmasked Estep 
Score: -4779806.000000 Penalty: 3207.718262
	Iteration 6F: 3 clusters Score -4779806 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 33311 members 
Entering Unmasked Estep 
Score: -4781706.000000 Penalty: 3207.718262
	Iteration 7F: 3 clusters Score -4781706 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 35862 members 
Entering Unmasked Estep 
Score: -4783836.500000 Penalty: 3207.718262
	Iteration 8F: 3 clusters Score -4783836 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 38301 members 
Entering Unmasked Estep 
Score: -4785917.500000 Penalty: 3207.718262
	Iteration 9F: 3 clusters Score -4785918 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 40411 members 
Entering Unmasked Estep 
Score: -4787711.000000 Penalty: 3207.718262
	Iteration 10Q: 3 clusters Score -4787711 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 42104 members 
Entering Unmasked Estep 
Score: -4789019.000000 Penalty: 3207.718262
	Iteration 11Q: 3 clusters Score -4789019 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 43396 members 
Entering Unmasked Estep 
Score: -4789943.000000 Penalty: 3207.718262
	Iteration 12Q: 3 clusters Score -4789943 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 44384 members 
Entering Unmasked Estep 
Score: -4790635.500000 Penalty: 3207.718262
	Iteration 13Q: 3 clusters Score -4790636 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 45181 members 
Entering Unmasked Estep 
Score: -4791180.500000 Penalty: 3207.718262
	Iteration 14Q: 3 clusters Score -4791180 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 45768 members 
Entering Unmasked Estep 
Score: -4791581.500000 Penalty: 3207.718262
	Iteration 15Q: 3 clusters Score -4791582 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 46232 members 
Entering Unmasked Estep 
Score: -4791869.500000 Penalty: 3207.718262
	Iteration 16Q: 3 clusters Score -4791870 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 46581 members 
Entering Unmasked Estep 
Score: -4792138.500000 Penalty: 3207.718262
	Iteration 17Q: 3 clusters Score -4792138 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 46827 members 
Entering Unmasked Estep 
Score: -4792291.500000 Penalty: 3207.718262
	Iteration 18Q: 3 clusters Score -4792292 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 47008 members 
Entering Unmasked Estep 
Score: -4792430.500000 Penalty: 3207.718262
	Iteration 19Q: 3 clusters Score -4792430 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 47126 members 
Entering Unmasked Estep 
Score: -4792541.000000 Penalty: 3207.718262
	Iteration 20F: 3 clusters Score -4792541 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 47215 members 
Entering Unmasked Estep 
Score: -4792609.500000 Penalty: 3207.718262
	Iteration 21Q: 3 clusters Score -4792610 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 47287 members 
Entering Unmasked Estep 
Score: -4792667.000000 Penalty: 3207.718262
	Iteration 22Q: 3 clusters Score -4792667 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 47331 members 
Entering Unmasked Estep 
Score: -4792703.000000 Penalty: 3207.718262
	Iteration 23Q: 3 clusters Score -4792703 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 47360 members 
Entering Unmasked Estep 
Score: -4792734.000000 Penalty: 3207.718262
	Iteration 24Q: 3 clusters Score -4792734 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 47374 members 
Entering Unmasked Estep 
Score: -4792738.000000 Penalty: 3207.718262
	Iteration 25Q: 3 clusters Score -4792738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 47389 members 
Entering Unmasked Estep 
Score: -4792756.500000 Penalty: 3207.718262
	Iteration 26Q: 3 clusters Score -4792756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 47396 members 
Entering Unmasked Estep 
Score: -4792765.000000 Penalty: 3207.718262
	Iteration 27Q: 3 clusters Score -4792765 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 47408 members 
Entering Unmasked Estep 
Score: -4792770.500000 Penalty: 3207.718262
	Iteration 28Q: 3 clusters Score -4792770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 47415 members 
Entering Unmasked Estep 
Score: -4792779.000000 Penalty: 3207.718262
	Iteration 29Q: 3 clusters Score -4792779 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 47426 members 
Entering Unmasked Estep 
Score: -4792790.000000 Penalty: 3207.718262
	Iteration 30Q: 3 clusters Score -4792790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 47433 members 
Entering Unmasked Estep 
Score: -4792794.000000 Penalty: 3207.718262
	Iteration 31Q: 3 clusters Score -4792794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 47434 members 
Entering Unmasked Estep 
Score: -4792799.000000 Penalty: 3207.718262
	Iteration 32Q: 3 clusters Score -4792799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 47435 members 
Entering Unmasked Estep 
Score: -4792801.500000 Penalty: 3207.718262
	Iteration 33Q: 3 clusters Score -4792802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 47436 members 
Entering Unmasked Estep 
Score: -4792800.000000 Penalty: 3207.718262
	Iteration 34Q: 3 clusters Score -4792800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 47436 members 
Entering Unmasked Estep 
Score: -4792799.500000 Penalty: 3207.718262
	Iteration 35Q: 3 clusters Score -4792800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 47436 members 
Entering Unmasked Estep 
Score: -4792799.500000 Penalty: 3207.718262
	Iteration 36F: 3 clusters Score -4792800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Entering Unmasked Estep 
Score: -790669.937500 Penalty: 1343.023560
	Iteration 0F: 2 clusters Score -790669.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -784922.125000 Penalty: 2686.047119
	Iteration 0F: 3 clusters Score -784922.1 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -786908.687500 Penalty: 2686.047119
	Iteration 1F: 3 clusters Score -786908.7 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -787390.062500 Penalty: 2686.047119
	Iteration 2F: 3 clusters Score -787390.1 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -787828.125000 Penalty: 2686.047119
	Iteration 3F: 3 clusters Score -787828.1 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -788270.312500 Penalty: 2686.047119
	Iteration 4F: 3 clusters Score -788270.3 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -788679.062500 Penalty: 2686.047119
	Iteration 5F: 3 clusters Score -788679.1 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -789077.125000 Penalty: 2686.047119
	Iteration 6F: 3 clusters Score -789077.1 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -789442.125000 Penalty: 2686.047119
	Iteration 7F: 3 clusters Score -789442.1 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -789798.375000 Penalty: 2686.047119
	Iteration 8Q: 3 clusters Score -789798.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -790113.125000 Penalty: 2686.047119
	Iteration 9Q: 3 clusters Score -790113.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -790334.250000 Penalty: 2686.047119
	Iteration 10Q: 3 clusters Score -790334.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -790451.187500 Penalty: 2686.047119
	Iteration 11Q: 3 clusters Score -790451.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -790507.312500 Penalty: 2686.047119
	Iteration 12Q: 3 clusters Score -790507.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -790546.062500 Penalty: 2686.047119
	Iteration 13Q: 3 clusters Score -790546.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -790568.687500 Penalty: 2686.047119
	Iteration 14Q: 3 clusters Score -790568.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -790596.375000 Penalty: 2686.047119
	Iteration 15Q: 3 clusters Score -790596.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -790606.062500 Penalty: 2686.047119
	Iteration 16Q: 3 clusters Score -790606.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -790611.875000 Penalty: 2686.047119
	Iteration 17Q: 3 clusters Score -790611.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -790616.687500 Penalty: 2686.047119
	Iteration 18Q: 3 clusters Score -790616.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -790619.250000 Penalty: 2686.047119
	Iteration 19Q: 3 clusters Score -790619.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -790621.562500 Penalty: 2686.047119
	Iteration 20F: 3 clusters Score -790621.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -790625.062500 Penalty: 2686.047119
	Iteration 21Q: 3 clusters Score -790625.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -790624.562500 Penalty: 2686.047119
	Iteration 22Q: 3 clusters Score -790624.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -790627.062500 Penalty: 2686.047119
	Iteration 23Q: 3 clusters Score -790627.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -790627.937500 Penalty: 2686.047119
	Iteration 24Q: 3 clusters Score -790627.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -790630.312500 Penalty: 2686.047119
	Iteration 25Q: 3 clusters Score -790630.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -790631.375000 Penalty: 2686.047119
	Iteration 26Q: 3 clusters Score -790631.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -790633.250000 Penalty: 2686.047119
	Iteration 27Q: 3 clusters Score -790633.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -790632.375000 Penalty: 2686.047119
	Iteration 28Q: 3 clusters Score -790632.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -790634.062500 Penalty: 2686.047119
	Iteration 29Q: 3 clusters Score -790634.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -790634.312500 Penalty: 2686.047119
	Iteration 30Q: 3 clusters Score -790634.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -790635.750000 Penalty: 2686.047119
	Iteration 31Q: 3 clusters Score -790635.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -790636.312500 Penalty: 2686.047119
	Iteration 32Q: 3 clusters Score -790636.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -790637.000000 Penalty: 2686.047119
	Iteration 33Q: 3 clusters Score -790637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -790637.062500 Penalty: 2686.047119
	Iteration 34Q: 3 clusters Score -790637.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -790638.875000 Penalty: 2686.047119
	Iteration 35Q: 3 clusters Score -790638.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -790637.687500 Penalty: 2686.047119
	Iteration 36Q: 3 clusters Score -790637.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -790640.500000 Penalty: 2686.047119
	Iteration 37Q: 3 clusters Score -790640.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -790641.125000 Penalty: 2686.047119
	Iteration 38Q: 3 clusters Score -790641.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -790641.125000 Penalty: 2686.047119
	Iteration 39F: 3 clusters Score -790641.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Entering Unmasked Estep 
Score: -1146579.875000 Penalty: 1388.487061
	Iteration 0F: 2 clusters Score -1146580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1139096.125000 Penalty: 2776.974121
	Iteration 0F: 3 clusters Score -1139096 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1141556.250000 Penalty: 2776.974121
	Iteration 1F: 3 clusters Score -1141556 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1141869.000000 Penalty: 2776.974121
	Iteration 2F: 3 clusters Score -1141869 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1142087.125000 Penalty: 2776.974121
	Iteration 3Q: 3 clusters Score -1142087 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1142254.250000 Penalty: 2776.974121
	Iteration 4Q: 3 clusters Score -1142254 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1142384.250000 Penalty: 2776.974121
	Iteration 5Q: 3 clusters Score -1142384 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1142526.125000 Penalty: 2776.974121
	Iteration 6Q: 3 clusters Score -1142526 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1142681.875000 Penalty: 2776.974121
	Iteration 7Q: 3 clusters Score -1142682 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1142845.750000 Penalty: 2776.974121
	Iteration 8Q: 3 clusters Score -1142846 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1143054.375000 Penalty: 2776.974121
	Iteration 9Q: 3 clusters Score -1143054 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1143346.625000 Penalty: 2776.974121
	Iteration 10Q: 3 clusters Score -1143347 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1143710.625000 Penalty: 2776.974121
	Iteration 11Q: 3 clusters Score -1143711 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1144130.250000 Penalty: 2776.974121
	Iteration 12Q: 3 clusters Score -1144130 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1144556.875000 Penalty: 2776.974121
	Iteration 13Q: 3 clusters Score -1144557 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1144905.625000 Penalty: 2776.974121
	Iteration 14Q: 3 clusters Score -1144906 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1145148.375000 Penalty: 2776.974121
	Iteration 15Q: 3 clusters Score -1145148 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1145303.125000 Penalty: 2776.974121
	Iteration 16Q: 3 clusters Score -1145303 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1145409.375000 Penalty: 2776.974121
	Iteration 17Q: 3 clusters Score -1145409 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1145502.000000 Penalty: 2776.974121
	Iteration 18Q: 3 clusters Score -1145502 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1145570.625000 Penalty: 2776.974121
	Iteration 19Q: 3 clusters Score -1145571 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1145618.750000 Penalty: 2776.974121
	Iteration 20F: 3 clusters Score -1145619 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1145648.625000 Penalty: 2776.974121
	Iteration 21Q: 3 clusters Score -1145649 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1145667.500000 Penalty: 2776.974121
	Iteration 22Q: 3 clusters Score -1145668 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1145689.250000 Penalty: 2776.974121
	Iteration 23Q: 3 clusters Score -1145689 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1145718.625000 Penalty: 2776.974121
	Iteration 24Q: 3 clusters Score -1145719 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1145737.625000 Penalty: 2776.974121
	Iteration 25Q: 3 clusters Score -1145738 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1145749.000000 Penalty: 2776.974121
	Iteration 26Q: 3 clusters Score -1145749 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1145757.750000 Penalty: 2776.974121
	Iteration 27Q: 3 clusters Score -1145758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1145761.250000 Penalty: 2776.974121
	Iteration 28Q: 3 clusters Score -1145761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1145762.375000 Penalty: 2776.974121
	Iteration 29Q: 3 clusters Score -1145762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1145764.625000 Penalty: 2776.974121
	Iteration 30Q: 3 clusters Score -1145765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1145766.375000 Penalty: 2776.974121
	Iteration 31Q: 3 clusters Score -1145766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1145766.375000 Penalty: 2776.974121
	Iteration 32F: 3 clusters Score -1145766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (56012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56012 members 
Entering Unmasked Estep 
Score: -5599134.500000 Penalty: 1626.878174
	Iteration 0F: 2 clusters Score -5599134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27856 members 
Mstep: Class 2 contains 28156 members 
Entering Unmasked Estep 
Score: -5562623.500000 Penalty: 3253.756348
	Iteration 0F: 3 clusters Score -5562624 nChanged 25981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 28875 members 
Entering Unmasked Estep 
Score: -5577165.500000 Penalty: 3253.756348
	Iteration 1F: 3 clusters Score -5577166 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 29339 members 
Entering Unmasked Estep 
Score: -5577937.500000 Penalty: 3253.756348
	Iteration 2Q: 3 clusters Score -5577938 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -5578772.000000 Penalty: 3253.756348
	Iteration 3Q: 3 clusters Score -5578772 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25129 members 
Mstep: Class 2 contains 30883 members 
Entering Unmasked Estep 
Score: -5579826.500000 Penalty: 3253.756348
	Iteration 4Q: 3 clusters Score -5579826 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23948 members 
Mstep: Class 2 contains 32064 members 
Entering Unmasked Estep 
Score: -5581275.000000 Penalty: 3253.756348
	Iteration 5Q: 3 clusters Score -5581275 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 33558 members 
Entering Unmasked Estep 
Score: -5583300.500000 Penalty: 3253.756348
	Iteration 6F: 3 clusters Score -5583300 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 35185 members 
Entering Unmasked Estep 
Score: -5585699.000000 Penalty: 3253.756348
	Iteration 7F: 3 clusters Score -5585699 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 36875 members 
Entering Unmasked Estep 
Score: -5588069.500000 Penalty: 3253.756348
	Iteration 8F: 3 clusters Score -5588070 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 38422 members 
Entering Unmasked Estep 
Score: -5590032.500000 Penalty: 3253.756348
	Iteration 9F: 3 clusters Score -5590032 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 39799 members 
Entering Unmasked Estep 
Score: -5591360.500000 Penalty: 3253.756348
	Iteration 10Q: 3 clusters Score -5591360 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 40965 members 
Entering Unmasked Estep 
Score: -5592193.500000 Penalty: 3253.756348
	Iteration 11Q: 3 clusters Score -5592194 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 41978 members 
Entering Unmasked Estep 
Score: -5592747.500000 Penalty: 3253.756348
	Iteration 12Q: 3 clusters Score -5592748 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 42939 members 
Entering Unmasked Estep 
Score: -5593173.500000 Penalty: 3253.756348
	Iteration 13Q: 3 clusters Score -5593174 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 43879 members 
Entering Unmasked Estep 
Score: -5593583.000000 Penalty: 3253.756348
	Iteration 14Q: 3 clusters Score -5593583 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 44824 members 
Entering Unmasked Estep 
Score: -5593981.000000 Penalty: 3253.756348
	Iteration 15Q: 3 clusters Score -5593981 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 45733 members 
Entering Unmasked Estep 
Score: -5594404.000000 Penalty: 3253.756348
	Iteration 16Q: 3 clusters Score -5594404 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 46607 members 
Entering Unmasked Estep 
Score: -5594803.500000 Penalty: 3253.756348
	Iteration 17Q: 3 clusters Score -5594804 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 47491 members 
Entering Unmasked Estep 
Score: -5595203.000000 Penalty: 3253.756348
	Iteration 18Q: 3 clusters Score -5595203 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 48352 members 
Entering Unmasked Estep 
Score: -5595664.000000 Penalty: 3253.756348
	Iteration 19Q: 3 clusters Score -5595664 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 49102 members 
Entering Unmasked Estep 
Score: -5595995.500000 Penalty: 3253.756348
	Iteration 20F: 3 clusters Score -5595996 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 49803 members 
Entering Unmasked Estep 
Score: -5596283.500000 Penalty: 3253.756348
	Iteration 21Q: 3 clusters Score -5596284 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 50453 members 
Entering Unmasked Estep 
Score: -5596559.000000 Penalty: 3253.756348
	Iteration 22Q: 3 clusters Score -5596559 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 51010 members 
Entering Unmasked Estep 
Score: -5596800.500000 Penalty: 3253.756348
	Iteration 23Q: 3 clusters Score -5596800 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 51496 members 
Entering Unmasked Estep 
Score: -5596994.500000 Penalty: 3253.756348
	Iteration 24Q: 3 clusters Score -5596994 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 51915 members 
Entering Unmasked Estep 
Score: -5597188.500000 Penalty: 3253.756348
	Iteration 25Q: 3 clusters Score -5597188 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 52266 members 
Entering Unmasked Estep 
Score: -5597323.000000 Penalty: 3253.756348
	Iteration 26Q: 3 clusters Score -5597323 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 52555 members 
Entering Unmasked Estep 
Score: -5597438.500000 Penalty: 3253.756348
	Iteration 27Q: 3 clusters Score -5597438 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 52836 members 
Entering Unmasked Estep 
Score: -5597534.500000 Penalty: 3253.756348
	Iteration 28Q: 3 clusters Score -5597534 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 53099 members 
Entering Unmasked Estep 
Score: -5597655.500000 Penalty: 3253.756348
	Iteration 29Q: 3 clusters Score -5597656 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 53290 members 
Entering Unmasked Estep 
Score: -5597740.000000 Penalty: 3253.756348
	Iteration 30Q: 3 clusters Score -5597740 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 53440 members 
Entering Unmasked Estep 
Score: -5597781.500000 Penalty: 3253.756348
	Iteration 31Q: 3 clusters Score -5597782 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 53561 members 
Entering Unmasked Estep 
Score: -5597838.000000 Penalty: 3253.756348
	Iteration 32Q: 3 clusters Score -5597838 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 53690 members 
Entering Unmasked Estep 
Score: -5597862.500000 Penalty: 3253.756348
	Iteration 33Q: 3 clusters Score -5597862 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 53784 members 
Entering Unmasked Estep 
Score: -5597881.000000 Penalty: 3253.756348
	Iteration 34Q: 3 clusters Score -5597881 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 53864 members 
Entering Unmasked Estep 
Score: -5597899.500000 Penalty: 3253.756348
	Iteration 35Q: 3 clusters Score -5597900 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 53935 members 
Entering Unmasked Estep 
Score: -5597912.500000 Penalty: 3253.756348
	Iteration 36Q: 3 clusters Score -5597912 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 53991 members 
Entering Unmasked Estep 
Score: -5597933.000000 Penalty: 3253.756348
	Iteration 37Q: 3 clusters Score -5597933 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 54044 members 
Entering Unmasked Estep 
Score: -5597946.500000 Penalty: 3253.756348
	Iteration 38Q: 3 clusters Score -5597946 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 54078 members 
Entering Unmasked Estep 
Score: -5597961.000000 Penalty: 3253.756348
	Iteration 39Q: 3 clusters Score -5597961 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 54116 members 
Entering Unmasked Estep 
Score: -5597970.500000 Penalty: 3253.756348
	Iteration 40F: 3 clusters Score -5597970 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 54156 members 
Entering Unmasked Estep 
Score: -5597990.000000 Penalty: 3253.756348
	Iteration 41Q: 3 clusters Score -5597990 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 54196 members 
Entering Unmasked Estep 
Score: -5597997.000000 Penalty: 3253.756348
	Iteration 42Q: 3 clusters Score -5597997 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 54232 members 
Entering Unmasked Estep 
Score: -5598002.500000 Penalty: 3253.756348
	Iteration 43Q: 3 clusters Score -5598002 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 54264 members 
Entering Unmasked Estep 
Score: -5598010.500000 Penalty: 3253.756348
	Iteration 44Q: 3 clusters Score -5598010 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 54291 members 
Entering Unmasked Estep 
Score: -5598022.000000 Penalty: 3253.756348
	Iteration 45Q: 3 clusters Score -5598022 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 54309 members 
Entering Unmasked Estep 
Score: -5598033.000000 Penalty: 3253.756348
	Iteration 46Q: 3 clusters Score -5598033 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 54321 members 
Entering Unmasked Estep 
Score: -5598043.500000 Penalty: 3253.756348
	Iteration 47Q: 3 clusters Score -5598044 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 54341 members 
Entering Unmasked Estep 
Score: -5598044.000000 Penalty: 3253.756348
	Iteration 48Q: 3 clusters Score -5598044 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 54358 members 
Entering Unmasked Estep 
Score: -5598053.500000 Penalty: 3253.756348
	Iteration 49Q: 3 clusters Score -5598054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 54367 members 
Entering Unmasked Estep 
Score: -5598062.500000 Penalty: 3253.756348
	Iteration 50Q: 3 clusters Score -5598062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 54383 members 
Entering Unmasked Estep 
Score: -5598070.500000 Penalty: 3253.756348
	Iteration 51Q: 3 clusters Score -5598070 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 54405 members 
Entering Unmasked Estep 
Score: -5598074.000000 Penalty: 3253.756348
	Iteration 52Q: 3 clusters Score -5598074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 54417 members 
Entering Unmasked Estep 
Score: -5598074.000000 Penalty: 3253.756348
	Iteration 53Q: 3 clusters Score -5598074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 54427 members 
Entering Unmasked Estep 
Score: -5598078.500000 Penalty: 3253.756348
	Iteration 54Q: 3 clusters Score -5598078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 54431 members 
Entering Unmasked Estep 
Score: -5598076.000000 Penalty: 3253.756348
	Iteration 55Q: 3 clusters Score -5598076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 54431 members 
Entering Unmasked Estep 
Score: -5598076.000000 Penalty: 3253.756348
	Iteration 56F: 3 clusters Score -5598076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Entering Unmasked Estep 
Score: -1090236.750000 Penalty: 1378.493774
	Iteration 0F: 2 clusters Score -1090237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1083193.000000 Penalty: 2756.987549
	Iteration 0F: 3 clusters Score -1083193 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1085472.250000 Penalty: 2756.987549
	Iteration 1F: 3 clusters Score -1085472 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1085785.250000 Penalty: 2756.987549
	Iteration 2F: 3 clusters Score -1085785 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1086071.875000 Penalty: 2756.987549
	Iteration 3F: 3 clusters Score -1086072 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1086291.125000 Penalty: 2756.987549
	Iteration 4Q: 3 clusters Score -1086291 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1086508.250000 Penalty: 2756.987549
	Iteration 5Q: 3 clusters Score -1086508 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1086734.500000 Penalty: 2756.987549
	Iteration 6Q: 3 clusters Score -1086734 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1086958.375000 Penalty: 2756.987549
	Iteration 7Q: 3 clusters Score -1086958 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1087223.125000 Penalty: 2756.987549
	Iteration 8Q: 3 clusters Score -1087223 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1087526.375000 Penalty: 2756.987549
	Iteration 9Q: 3 clusters Score -1087526 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1087839.750000 Penalty: 2756.987549
	Iteration 10Q: 3 clusters Score -1087840 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1088185.625000 Penalty: 2756.987549
	Iteration 11Q: 3 clusters Score -1088186 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1088565.375000 Penalty: 2756.987549
	Iteration 12Q: 3 clusters Score -1088565 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1088947.000000 Penalty: 2756.987549
	Iteration 13Q: 3 clusters Score -1088947 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1089125.875000 Penalty: 2756.987549
	Iteration 14Q: 3 clusters Score -1089126 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1089215.375000 Penalty: 2756.987549
	Iteration 15Q: 3 clusters Score -1089215 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1089294.125000 Penalty: 2756.987549
	Iteration 16Q: 3 clusters Score -1089294 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1089361.500000 Penalty: 2756.987549
	Iteration 17Q: 3 clusters Score -1089362 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1089420.750000 Penalty: 2756.987549
	Iteration 18Q: 3 clusters Score -1089421 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1089480.625000 Penalty: 2756.987549
	Iteration 19Q: 3 clusters Score -1089481 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1089553.000000 Penalty: 2756.987549
	Iteration 20F: 3 clusters Score -1089553 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1089649.125000 Penalty: 2756.987549
	Iteration 21Q: 3 clusters Score -1089649 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1089758.125000 Penalty: 2756.987549
	Iteration 22Q: 3 clusters Score -1089758 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1089890.500000 Penalty: 2756.987549
	Iteration 23Q: 3 clusters Score -1089890 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1090013.875000 Penalty: 2756.987549
	Iteration 24Q: 3 clusters Score -1090014 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1090150.125000 Penalty: 2756.987549
	Iteration 25Q: 3 clusters Score -1090150 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1090325.375000 Penalty: 2756.987549
	Iteration 26Q: 3 clusters Score -1090325 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1090551.375000 Penalty: 2756.987549
	Iteration 27Q: 3 clusters Score -1090551 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1090787.500000 Penalty: 2756.987549
	Iteration 28Q: 3 clusters Score -1090788 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1091061.750000 Penalty: 2756.987549
	Iteration 29Q: 3 clusters Score -1091062 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1091394.875000 Penalty: 2756.987549
	Iteration 30Q: 3 clusters Score -1091395 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1091686.750000 Penalty: 2756.987549
	Iteration 31Q: 3 clusters Score -1091687 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1091897.500000 Penalty: 2756.987549
	Iteration 32Q: 3 clusters Score -1091898 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1092034.375000 Penalty: 2756.987549
	Iteration 33Q: 3 clusters Score -1092034 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1092123.750000 Penalty: 2756.987549
	Iteration 34Q: 3 clusters Score -1092124 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1092178.500000 Penalty: 2756.987549
	Iteration 35Q: 3 clusters Score -1092178 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1092217.500000 Penalty: 2756.987549
	Iteration 36Q: 3 clusters Score -1092218 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1092261.375000 Penalty: 2756.987549
	Iteration 37Q: 3 clusters Score -1092261 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1092305.875000 Penalty: 2756.987549
	Iteration 38Q: 3 clusters Score -1092306 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1092337.125000 Penalty: 2756.987549
	Iteration 39Q: 3 clusters Score -1092337 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1092485.125000 Penalty: 2756.987549
	Iteration 40F: 3 clusters Score -1092485 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1092590.125000 Penalty: 2756.987549
	Iteration 41Q: 3 clusters Score -1092590 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1092652.625000 Penalty: 2756.987549
	Iteration 42Q: 3 clusters Score -1092653 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1092699.375000 Penalty: 2756.987549
	Iteration 43Q: 3 clusters Score -1092699 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1092741.375000 Penalty: 2756.987549
	Iteration 44Q: 3 clusters Score -1092741 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1092787.375000 Penalty: 2756.987549
	Iteration 45Q: 3 clusters Score -1092787 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1092836.125000 Penalty: 2756.987549
	Iteration 46Q: 3 clusters Score -1092836 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1092884.875000 Penalty: 2756.987549
	Iteration 47Q: 3 clusters Score -1092885 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1092954.500000 Penalty: 2756.987549
	Iteration 48Q: 3 clusters Score -1092954 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1093064.750000 Penalty: 2756.987549
	Iteration 49Q: 3 clusters Score -1093065 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1093195.875000 Penalty: 2756.987549
	Iteration 50Q: 3 clusters Score -1093196 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1093290.125000 Penalty: 2756.987549
	Iteration 51Q: 3 clusters Score -1093290 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1093342.875000 Penalty: 2756.987549
	Iteration 52Q: 3 clusters Score -1093343 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1093371.625000 Penalty: 2756.987549
	Iteration 53Q: 3 clusters Score -1093372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1093376.000000 Penalty: 2756.987549
	Iteration 54Q: 3 clusters Score -1093376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1093390.000000 Penalty: 2756.987549
	Iteration 55Q: 3 clusters Score -1093390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1093398.375000 Penalty: 2756.987549
	Iteration 56Q: 3 clusters Score -1093398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1093420.375000 Penalty: 2756.987549
	Iteration 57Q: 3 clusters Score -1093420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1093436.500000 Penalty: 2756.987549
	Iteration 58Q: 3 clusters Score -1093436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1093445.250000 Penalty: 2756.987549
	Iteration 59Q: 3 clusters Score -1093445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1093710.000000 Penalty: 2756.987549
	Iteration 60F: 3 clusters Score -1093710 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1094504.250000 Penalty: 2756.987549
	Iteration 61Q: 3 clusters Score -1094504 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1094922.125000 Penalty: 2756.987549
	Iteration 62Q: 3 clusters Score -1094922 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1094964.250000 Penalty: 2756.987549
	Iteration 63Q: 3 clusters Score -1094964 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1094973.250000 Penalty: 2756.987549
	Iteration 64Q: 3 clusters Score -1094973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1094977.750000 Penalty: 2756.987549
	Iteration 65Q: 3 clusters Score -1094978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1094976.500000 Penalty: 2756.987549
	Iteration 66Q: 3 clusters Score -1094976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1094976.500000 Penalty: 2756.987549
	Iteration 67F: 3 clusters Score -1094976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61565 members 
Mstep: Class 2 contains 10444 members 
Mstep: Class 3 contains 6982 members 
Mstep: Class 4 contains 47984 members 
Mstep: Class 5 contains 8314 members 
Mstep: Class 6 contains 11285 members 
Mstep: Class 7 contains 56012 members 
Mstep: Class 8 contains 4247 members 
Mstep: Class 9 contains 11015 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7481 members 
Mstep: Class 13 contains 18904 members 
Mstep: Class 14 contains 37748 members 
Mstep: Class 15 contains 16479 members 
Mstep: Class 16 contains 22176 members 
Mstep: Class 17 contains 28232 members 
Mstep: Class 18 contains 19727 members 
Mstep: Class 19 contains 1516 members 
Mstep: Class 20 contains 198686 members 
Mstep: Class 21 contains 12184 members 
Mstep: Class 22 contains 1776 members 
Mstep: Class 23 contains 6254 members 
Mstep: Class 24 contains 2163 members 
Mstep: Class 25 contains 36577 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14838 members 
Mstep: Class 28 contains 19766 members 
Mstep: Class 29 contains 37486 members 
Mstep: Class 30 contains 10783 members 
Mstep: Class 31 contains 9179 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 7996 members 
Mstep: Class 34 contains 4036 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1605 members 
Mstep: Class 37 contains 4278 members 
Mstep: Class 38 contains 3413 members 
Mstep: Class 39 contains 34043 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2520 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1947 members 
Mstep: Class 46 contains 1285 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 1768 members 
Mstep: Class 49 contains 1378 members 
Mstep: Class 50 contains 20962 members 
Mstep: Class 51 contains 965 members 
Mstep: Class 52 contains 4805 members 
Mstep: Class 53 contains 6305 members 
Entering Unmasked Estep 
Score: -88135664.000000 Penalty: 108122.062500
Splitting cluster 8 changes total score from -88131800.000000 to -88135664.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 9 (11015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Entering Unmasked Estep 
Score: -1152956.250000 Penalty: 1384.883667
	Iteration 0F: 2 clusters Score -1152956 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 5554 members 
Entering Unmasked Estep 
Score: -1145559.375000 Penalty: 2769.767334
	Iteration 0F: 3 clusters Score -1145559 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1148063.625000 Penalty: 2769.767334
	Iteration 1F: 3 clusters Score -1148064 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1148436.750000 Penalty: 2769.767334
	Iteration 2F: 3 clusters Score -1148437 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1148758.500000 Penalty: 2769.767334
	Iteration 3F: 3 clusters Score -1148758 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1149065.375000 Penalty: 2769.767334
	Iteration 4F: 3 clusters Score -1149065 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1149397.875000 Penalty: 2769.767334
	Iteration 5F: 3 clusters Score -1149398 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1149702.750000 Penalty: 2769.767334
	Iteration 6Q: 3 clusters Score -1149703 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1149974.750000 Penalty: 2769.767334
	Iteration 7Q: 3 clusters Score -1149975 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1150237.500000 Penalty: 2769.767334
	Iteration 8Q: 3 clusters Score -1150238 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1150460.000000 Penalty: 2769.767334
	Iteration 9Q: 3 clusters Score -1150460 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1150627.750000 Penalty: 2769.767334
	Iteration 10Q: 3 clusters Score -1150628 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1150774.500000 Penalty: 2769.767334
	Iteration 11Q: 3 clusters Score -1150774 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1150899.250000 Penalty: 2769.767334
	Iteration 12Q: 3 clusters Score -1150899 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1151019.125000 Penalty: 2769.767334
	Iteration 13Q: 3 clusters Score -1151019 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1151113.625000 Penalty: 2769.767334
	Iteration 14Q: 3 clusters Score -1151114 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1151213.875000 Penalty: 2769.767334
	Iteration 15Q: 3 clusters Score -1151214 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1151299.125000 Penalty: 2769.767334
	Iteration 16Q: 3 clusters Score -1151299 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1151374.625000 Penalty: 2769.767334
	Iteration 17Q: 3 clusters Score -1151375 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1151443.500000 Penalty: 2769.767334
	Iteration 18Q: 3 clusters Score -1151444 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1151502.000000 Penalty: 2769.767334
	Iteration 19Q: 3 clusters Score -1151502 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1151561.625000 Penalty: 2769.767334
	Iteration 20F: 3 clusters Score -1151562 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1151602.000000 Penalty: 2769.767334
	Iteration 21Q: 3 clusters Score -1151602 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1151633.500000 Penalty: 2769.767334
	Iteration 22Q: 3 clusters Score -1151634 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1151653.000000 Penalty: 2769.767334
	Iteration 23Q: 3 clusters Score -1151653 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1151673.500000 Penalty: 2769.767334
	Iteration 24Q: 3 clusters Score -1151674 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1151687.500000 Penalty: 2769.767334
	Iteration 25Q: 3 clusters Score -1151688 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1151710.625000 Penalty: 2769.767334
	Iteration 26Q: 3 clusters Score -1151711 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1151732.625000 Penalty: 2769.767334
	Iteration 27Q: 3 clusters Score -1151733 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1151749.875000 Penalty: 2769.767334
	Iteration 28Q: 3 clusters Score -1151750 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1151760.625000 Penalty: 2769.767334
	Iteration 29Q: 3 clusters Score -1151761 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1151771.500000 Penalty: 2769.767334
	Iteration 30Q: 3 clusters Score -1151772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1151772.625000 Penalty: 2769.767334
	Iteration 31Q: 3 clusters Score -1151773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1151773.250000 Penalty: 2769.767334
	Iteration 32Q: 3 clusters Score -1151773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1151778.375000 Penalty: 2769.767334
	Iteration 33Q: 3 clusters Score -1151778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1151787.625000 Penalty: 2769.767334
	Iteration 34Q: 3 clusters Score -1151788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1151790.500000 Penalty: 2769.767334
	Iteration 35Q: 3 clusters Score -1151790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1151792.875000 Penalty: 2769.767334
	Iteration 36Q: 3 clusters Score -1151793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1151795.250000 Penalty: 2769.767334
	Iteration 37Q: 3 clusters Score -1151795 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1151799.375000 Penalty: 2769.767334
	Iteration 38Q: 3 clusters Score -1151799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1151802.875000 Penalty: 2769.767334
	Iteration 39Q: 3 clusters Score -1151803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1151805.500000 Penalty: 2769.767334
	Iteration 40F: 3 clusters Score -1151806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1151805.125000 Penalty: 2769.767334
	Iteration 41Q: 3 clusters Score -1151805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1151805.625000 Penalty: 2769.767334
	Iteration 42Q: 3 clusters Score -1151806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1151809.875000 Penalty: 2769.767334
	Iteration 43Q: 3 clusters Score -1151810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1151811.125000 Penalty: 2769.767334
	Iteration 44Q: 3 clusters Score -1151811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1151811.125000 Penalty: 2769.767334
	Iteration 45F: 3 clusters Score -1151811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Entering Unmasked Estep 
Score: -1203243.250000 Penalty: 1390.529785
	Iteration 0F: 2 clusters Score -1203243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1195684.375000 Penalty: 2781.059570
	Iteration 0F: 3 clusters Score -1195684 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1198548.250000 Penalty: 2781.059570
	Iteration 1F: 3 clusters Score -1198548 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1199162.500000 Penalty: 2781.059570
	Iteration 2F: 3 clusters Score -1199162 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1199686.375000 Penalty: 2781.059570
	Iteration 3F: 3 clusters Score -1199686 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1200096.500000 Penalty: 2781.059570
	Iteration 4F: 3 clusters Score -1200096 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1200423.000000 Penalty: 2781.059570
	Iteration 5Q: 3 clusters Score -1200423 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1200683.000000 Penalty: 2781.059570
	Iteration 6Q: 3 clusters Score -1200683 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1200872.250000 Penalty: 2781.059570
	Iteration 7Q: 3 clusters Score -1200872 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1201037.875000 Penalty: 2781.059570
	Iteration 8Q: 3 clusters Score -1201038 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1201182.375000 Penalty: 2781.059570
	Iteration 9Q: 3 clusters Score -1201182 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1201289.625000 Penalty: 2781.059570
	Iteration 10Q: 3 clusters Score -1201290 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1201386.125000 Penalty: 2781.059570
	Iteration 11Q: 3 clusters Score -1201386 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1201464.250000 Penalty: 2781.059570
	Iteration 12Q: 3 clusters Score -1201464 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1201548.500000 Penalty: 2781.059570
	Iteration 13Q: 3 clusters Score -1201548 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1201622.000000 Penalty: 2781.059570
	Iteration 14Q: 3 clusters Score -1201622 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1201676.500000 Penalty: 2781.059570
	Iteration 15Q: 3 clusters Score -1201676 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1201723.250000 Penalty: 2781.059570
	Iteration 16Q: 3 clusters Score -1201723 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1201756.875000 Penalty: 2781.059570
	Iteration 17Q: 3 clusters Score -1201757 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1201789.750000 Penalty: 2781.059570
	Iteration 18Q: 3 clusters Score -1201790 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1201823.875000 Penalty: 2781.059570
	Iteration 19Q: 3 clusters Score -1201824 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -1201854.000000 Penalty: 2781.059570
	Iteration 20F: 3 clusters Score -1201854 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1201890.000000 Penalty: 2781.059570
	Iteration 21Q: 3 clusters Score -1201890 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -1201926.625000 Penalty: 2781.059570
	Iteration 22Q: 3 clusters Score -1201927 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1201952.875000 Penalty: 2781.059570
	Iteration 23Q: 3 clusters Score -1201953 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1201977.375000 Penalty: 2781.059570
	Iteration 24Q: 3 clusters Score -1201977 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1202002.250000 Penalty: 2781.059570
	Iteration 25Q: 3 clusters Score -1202002 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1202026.375000 Penalty: 2781.059570
	Iteration 26Q: 3 clusters Score -1202026 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1202052.125000 Penalty: 2781.059570
	Iteration 27Q: 3 clusters Score -1202052 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1202066.750000 Penalty: 2781.059570
	Iteration 28Q: 3 clusters Score -1202067 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -1202077.000000 Penalty: 2781.059570
	Iteration 29Q: 3 clusters Score -1202077 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1202088.375000 Penalty: 2781.059570
	Iteration 30Q: 3 clusters Score -1202088 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1202100.250000 Penalty: 2781.059570
	Iteration 31Q: 3 clusters Score -1202100 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1202112.625000 Penalty: 2781.059570
	Iteration 32Q: 3 clusters Score -1202113 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1202120.000000 Penalty: 2781.059570
	Iteration 33Q: 3 clusters Score -1202120 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1202132.000000 Penalty: 2781.059570
	Iteration 34Q: 3 clusters Score -1202132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1202140.250000 Penalty: 2781.059570
	Iteration 35Q: 3 clusters Score -1202140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -1202146.500000 Penalty: 2781.059570
	Iteration 36Q: 3 clusters Score -1202146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1202153.875000 Penalty: 2781.059570
	Iteration 37Q: 3 clusters Score -1202154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1202160.500000 Penalty: 2781.059570
	Iteration 38Q: 3 clusters Score -1202160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1202168.875000 Penalty: 2781.059570
	Iteration 39Q: 3 clusters Score -1202169 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1202176.625000 Penalty: 2781.059570
	Iteration 40F: 3 clusters Score -1202177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1202185.500000 Penalty: 2781.059570
	Iteration 41Q: 3 clusters Score -1202186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1202187.000000 Penalty: 2781.059570
	Iteration 42Q: 3 clusters Score -1202187 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1202191.125000 Penalty: 2781.059570
	Iteration 43Q: 3 clusters Score -1202191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -1202198.625000 Penalty: 2781.059570
	Iteration 44Q: 3 clusters Score -1202199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1202206.250000 Penalty: 2781.059570
	Iteration 45Q: 3 clusters Score -1202206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1202214.000000 Penalty: 2781.059570
	Iteration 46Q: 3 clusters Score -1202214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1202214.625000 Penalty: 2781.059570
	Iteration 47Q: 3 clusters Score -1202215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1202216.750000 Penalty: 2781.059570
	Iteration 48Q: 3 clusters Score -1202217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1202224.000000 Penalty: 2781.059570
	Iteration 49Q: 3 clusters Score -1202224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -1202225.500000 Penalty: 2781.059570
	Iteration 50Q: 3 clusters Score -1202226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1202229.875000 Penalty: 2781.059570
	Iteration 51Q: 3 clusters Score -1202230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1202231.625000 Penalty: 2781.059570
	Iteration 52Q: 3 clusters Score -1202232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1202236.375000 Penalty: 2781.059570
	Iteration 53Q: 3 clusters Score -1202236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1202235.250000 Penalty: 2781.059570
	Iteration 54Q: 3 clusters Score -1202235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1202237.250000 Penalty: 2781.059570
	Iteration 55Q: 3 clusters Score -1202237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1202239.250000 Penalty: 2781.059570
	Iteration 56Q: 3 clusters Score -1202239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1202240.750000 Penalty: 2781.059570
	Iteration 57Q: 3 clusters Score -1202241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1202240.750000 Penalty: 2781.059570
	Iteration 58F: 3 clusters Score -1202241 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Entering Unmasked Estep 
Score: -1078551.375000 Penalty: 1374.680176
	Iteration 0F: 2 clusters Score -1078551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1071545.125000 Penalty: 2749.360352
	Iteration 0F: 3 clusters Score -1071545 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1073880.250000 Penalty: 2749.360352
	Iteration 1F: 3 clusters Score -1073880 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1074217.875000 Penalty: 2749.360352
	Iteration 2F: 3 clusters Score -1074218 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1074461.875000 Penalty: 2749.360352
	Iteration 3F: 3 clusters Score -1074462 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1074711.250000 Penalty: 2749.360352
	Iteration 4Q: 3 clusters Score -1074711 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1074960.875000 Penalty: 2749.360352
	Iteration 5Q: 3 clusters Score -1074961 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1075182.500000 Penalty: 2749.360352
	Iteration 6Q: 3 clusters Score -1075182 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1075389.750000 Penalty: 2749.360352
	Iteration 7Q: 3 clusters Score -1075390 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1075602.625000 Penalty: 2749.360352
	Iteration 8Q: 3 clusters Score -1075603 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1075854.000000 Penalty: 2749.360352
	Iteration 9Q: 3 clusters Score -1075854 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1076131.375000 Penalty: 2749.360352
	Iteration 10Q: 3 clusters Score -1076131 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1076398.375000 Penalty: 2749.360352
	Iteration 11Q: 3 clusters Score -1076398 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1076627.000000 Penalty: 2749.360352
	Iteration 12Q: 3 clusters Score -1076627 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1076830.125000 Penalty: 2749.360352
	Iteration 13Q: 3 clusters Score -1076830 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1076980.000000 Penalty: 2749.360352
	Iteration 14Q: 3 clusters Score -1076980 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1077095.500000 Penalty: 2749.360352
	Iteration 15Q: 3 clusters Score -1077096 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1077189.500000 Penalty: 2749.360352
	Iteration 16Q: 3 clusters Score -1077190 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1077279.250000 Penalty: 2749.360352
	Iteration 17Q: 3 clusters Score -1077279 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1077339.875000 Penalty: 2749.360352
	Iteration 18Q: 3 clusters Score -1077340 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1077376.375000 Penalty: 2749.360352
	Iteration 19Q: 3 clusters Score -1077376 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1077403.375000 Penalty: 2749.360352
	Iteration 20F: 3 clusters Score -1077403 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1077423.375000 Penalty: 2749.360352
	Iteration 21Q: 3 clusters Score -1077423 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1077442.375000 Penalty: 2749.360352
	Iteration 22Q: 3 clusters Score -1077442 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1077458.125000 Penalty: 2749.360352
	Iteration 23Q: 3 clusters Score -1077458 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1077473.625000 Penalty: 2749.360352
	Iteration 24Q: 3 clusters Score -1077474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1077487.250000 Penalty: 2749.360352
	Iteration 25Q: 3 clusters Score -1077487 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1077496.625000 Penalty: 2749.360352
	Iteration 26Q: 3 clusters Score -1077497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1077503.750000 Penalty: 2749.360352
	Iteration 27Q: 3 clusters Score -1077504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1077515.250000 Penalty: 2749.360352
	Iteration 28Q: 3 clusters Score -1077515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1077518.875000 Penalty: 2749.360352
	Iteration 29Q: 3 clusters Score -1077519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1077524.250000 Penalty: 2749.360352
	Iteration 30Q: 3 clusters Score -1077524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1077523.125000 Penalty: 2749.360352
	Iteration 31Q: 3 clusters Score -1077523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1077523.125000 Penalty: 2749.360352
	Iteration 32F: 3 clusters Score -1077523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -749807.000000 Penalty: 1327.314209
	Iteration 0F: 2 clusters Score -749807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -744655.437500 Penalty: 2654.628418
	Iteration 0F: 3 clusters Score -744655.4 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -746228.125000 Penalty: 2654.628418
	Iteration 1F: 3 clusters Score -746228.1 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -746531.687500 Penalty: 2654.628418
	Iteration 2F: 3 clusters Score -746531.7 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -746700.750000 Penalty: 2654.628418
	Iteration 3Q: 3 clusters Score -746700.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -746809.187500 Penalty: 2654.628418
	Iteration 4Q: 3 clusters Score -746809.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -746893.562500 Penalty: 2654.628418
	Iteration 5Q: 3 clusters Score -746893.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -746959.000000 Penalty: 2654.628418
	Iteration 6Q: 3 clusters Score -746959 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -747037.875000 Penalty: 2654.628418
	Iteration 7Q: 3 clusters Score -747037.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -747110.312500 Penalty: 2654.628418
	Iteration 8Q: 3 clusters Score -747110.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -747189.312500 Penalty: 2654.628418
	Iteration 9Q: 3 clusters Score -747189.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -747273.875000 Penalty: 2654.628418
	Iteration 10Q: 3 clusters Score -747273.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -747344.812500 Penalty: 2654.628418
	Iteration 11Q: 3 clusters Score -747344.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -747409.062500 Penalty: 2654.628418
	Iteration 12Q: 3 clusters Score -747409.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -747467.500000 Penalty: 2654.628418
	Iteration 13Q: 3 clusters Score -747467.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -747530.937500 Penalty: 2654.628418
	Iteration 14Q: 3 clusters Score -747530.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -747617.312500 Penalty: 2654.628418
	Iteration 15Q: 3 clusters Score -747617.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -747729.187500 Penalty: 2654.628418
	Iteration 16Q: 3 clusters Score -747729.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -747856.562500 Penalty: 2654.628418
	Iteration 17Q: 3 clusters Score -747856.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -747996.187500 Penalty: 2654.628418
	Iteration 18Q: 3 clusters Score -747996.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -748132.375000 Penalty: 2654.628418
	Iteration 19Q: 3 clusters Score -748132.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -748301.812500 Penalty: 2654.628418
	Iteration 20F: 3 clusters Score -748301.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -748504.250000 Penalty: 2654.628418
	Iteration 21Q: 3 clusters Score -748504.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -748690.687500 Penalty: 2654.628418
	Iteration 22Q: 3 clusters Score -748690.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -748839.937500 Penalty: 2654.628418
	Iteration 23Q: 3 clusters Score -748839.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -748963.000000 Penalty: 2654.628418
	Iteration 24Q: 3 clusters Score -748963 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -749046.312500 Penalty: 2654.628418
	Iteration 25Q: 3 clusters Score -749046.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -749107.187500 Penalty: 2654.628418
	Iteration 26Q: 3 clusters Score -749107.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -749152.937500 Penalty: 2654.628418
	Iteration 27Q: 3 clusters Score -749152.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -749181.125000 Penalty: 2654.628418
	Iteration 28Q: 3 clusters Score -749181.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -749210.437500 Penalty: 2654.628418
	Iteration 29Q: 3 clusters Score -749210.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -749236.812500 Penalty: 2654.628418
	Iteration 30Q: 3 clusters Score -749236.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -749262.062500 Penalty: 2654.628418
	Iteration 31Q: 3 clusters Score -749262.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -749286.312500 Penalty: 2654.628418
	Iteration 32Q: 3 clusters Score -749286.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -749306.187500 Penalty: 2654.628418
	Iteration 33Q: 3 clusters Score -749306.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -749329.687500 Penalty: 2654.628418
	Iteration 34Q: 3 clusters Score -749329.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -749338.375000 Penalty: 2654.628418
	Iteration 35Q: 3 clusters Score -749338.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -749343.062500 Penalty: 2654.628418
	Iteration 36Q: 3 clusters Score -749343.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -749348.250000 Penalty: 2654.628418
	Iteration 37Q: 3 clusters Score -749348.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -749351.625000 Penalty: 2654.628418
	Iteration 38Q: 3 clusters Score -749351.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -749354.000000 Penalty: 2654.628418
	Iteration 39Q: 3 clusters Score -749354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -749358.937500 Penalty: 2654.628418
	Iteration 40F: 3 clusters Score -749358.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -749362.062500 Penalty: 2654.628418
	Iteration 41Q: 3 clusters Score -749362.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -749363.812500 Penalty: 2654.628418
	Iteration 42Q: 3 clusters Score -749363.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -749366.125000 Penalty: 2654.628418
	Iteration 43Q: 3 clusters Score -749366.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -749367.000000 Penalty: 2654.628418
	Iteration 44Q: 3 clusters Score -749367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -749366.312500 Penalty: 2654.628418
	Iteration 45Q: 3 clusters Score -749366.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -749368.375000 Penalty: 2654.628418
	Iteration 46Q: 3 clusters Score -749368.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -749367.937500 Penalty: 2654.628418
	Iteration 47Q: 3 clusters Score -749367.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -749367.937500 Penalty: 2654.628418
	Iteration 48F: 3 clusters Score -749367.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (18904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Entering Unmasked Estep 
Score: -1939466.000000 Penalty: 1465.252808
	Iteration 0F: 2 clusters Score -1939466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1927081.500000 Penalty: 2930.505615
	Iteration 0F: 3 clusters Score -1927082 nChanged 8262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1931521.375000 Penalty: 2930.505615
	Iteration 1F: 3 clusters Score -1931521 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1932019.875000 Penalty: 2930.505615
	Iteration 2F: 3 clusters Score -1932020 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1932539.625000 Penalty: 2930.505615
	Iteration 3F: 3 clusters Score -1932540 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1933060.875000 Penalty: 2930.505615
	Iteration 4F: 3 clusters Score -1933061 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1933639.875000 Penalty: 2930.505615
	Iteration 5F: 3 clusters Score -1933640 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1934319.125000 Penalty: 2930.505615
	Iteration 6F: 3 clusters Score -1934319 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1935086.000000 Penalty: 2930.505615
	Iteration 7F: 3 clusters Score -1935086 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1935896.000000 Penalty: 2930.505615
	Iteration 8F: 3 clusters Score -1935896 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1936619.250000 Penalty: 2930.505615
	Iteration 9Q: 3 clusters Score -1936619 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1937167.750000 Penalty: 2930.505615
	Iteration 10Q: 3 clusters Score -1937168 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1937574.000000 Penalty: 2930.505615
	Iteration 11Q: 3 clusters Score -1937574 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1937881.250000 Penalty: 2930.505615
	Iteration 12Q: 3 clusters Score -1937881 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1938045.500000 Penalty: 2930.505615
	Iteration 13Q: 3 clusters Score -1938046 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1938172.750000 Penalty: 2930.505615
	Iteration 14Q: 3 clusters Score -1938173 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1938238.875000 Penalty: 2930.505615
	Iteration 15Q: 3 clusters Score -1938239 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1938277.750000 Penalty: 2930.505615
	Iteration 16Q: 3 clusters Score -1938278 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1938302.375000 Penalty: 2930.505615
	Iteration 17Q: 3 clusters Score -1938302 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1938327.875000 Penalty: 2930.505615
	Iteration 18Q: 3 clusters Score -1938328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1938342.250000 Penalty: 2930.505615
	Iteration 19Q: 3 clusters Score -1938342 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1938354.625000 Penalty: 2930.505615
	Iteration 20F: 3 clusters Score -1938355 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1938368.625000 Penalty: 2930.505615
	Iteration 21Q: 3 clusters Score -1938369 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1938375.750000 Penalty: 2930.505615
	Iteration 22Q: 3 clusters Score -1938376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1938387.375000 Penalty: 2930.505615
	Iteration 23Q: 3 clusters Score -1938387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1938391.875000 Penalty: 2930.505615
	Iteration 24Q: 3 clusters Score -1938392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1938392.250000 Penalty: 2930.505615
	Iteration 25Q: 3 clusters Score -1938392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1938392.250000 Penalty: 2930.505615
	Iteration 26F: 3 clusters Score -1938392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (37748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37748 members 
Entering Unmasked Estep 
Score: -3921071.250000 Penalty: 1568.156738
	Iteration 0F: 2 clusters Score -3921071 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -3896519.500000 Penalty: 3136.313477
	Iteration 0F: 3 clusters Score -3896520 nChanged 17219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -3905893.500000 Penalty: 3136.313477
	Iteration 1F: 3 clusters Score -3905894 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -3906380.000000 Penalty: 3136.313477
	Iteration 2Q: 3 clusters Score -3906380 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -3906807.750000 Penalty: 3136.313477
	Iteration 3Q: 3 clusters Score -3906808 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -3907281.000000 Penalty: 3136.313477
	Iteration 4Q: 3 clusters Score -3907281 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -3907792.500000 Penalty: 3136.313477
	Iteration 5Q: 3 clusters Score -3907792 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -3908444.500000 Penalty: 3136.313477
	Iteration 6Q: 3 clusters Score -3908444 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -3909274.250000 Penalty: 3136.313477
	Iteration 7Q: 3 clusters Score -3909274 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -3910386.750000 Penalty: 3136.313477
	Iteration 8Q: 3 clusters Score -3910387 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27054 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -3911836.750000 Penalty: 3136.313477
	Iteration 9F: 3 clusters Score -3911837 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29096 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -3913461.250000 Penalty: 3136.313477
	Iteration 10F: 3 clusters Score -3913461 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31084 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -3915046.250000 Penalty: 3136.313477
	Iteration 11F: 3 clusters Score -3915046 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32787 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -3916437.500000 Penalty: 3136.313477
	Iteration 12Q: 3 clusters Score -3916438 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34187 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -3917595.500000 Penalty: 3136.313477
	Iteration 13Q: 3 clusters Score -3917596 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35189 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -3918451.500000 Penalty: 3136.313477
	Iteration 14Q: 3 clusters Score -3918452 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35875 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -3919050.500000 Penalty: 3136.313477
	Iteration 15Q: 3 clusters Score -3919050 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36293 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -3919398.500000 Penalty: 3136.313477
	Iteration 16Q: 3 clusters Score -3919398 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36555 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -3919663.500000 Penalty: 3136.313477
	Iteration 17Q: 3 clusters Score -3919664 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36699 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3919843.500000 Penalty: 3136.313477
	Iteration 18Q: 3 clusters Score -3919844 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36795 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -3919965.500000 Penalty: 3136.313477
	Iteration 19Q: 3 clusters Score -3919966 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36845 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -3920056.750000 Penalty: 3136.313477
	Iteration 20F: 3 clusters Score -3920057 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36876 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -3920123.500000 Penalty: 3136.313477
	Iteration 21Q: 3 clusters Score -3920124 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36888 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -3920200.500000 Penalty: 3136.313477
	Iteration 22Q: 3 clusters Score -3920200 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36894 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -3920270.250000 Penalty: 3136.313477
	Iteration 23Q: 3 clusters Score -3920270 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36889 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3920315.000000 Penalty: 3136.313477
	Iteration 24Q: 3 clusters Score -3920315 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36885 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -3920346.500000 Penalty: 3136.313477
	Iteration 25Q: 3 clusters Score -3920346 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36890 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -3920376.750000 Penalty: 3136.313477
	Iteration 26Q: 3 clusters Score -3920377 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36894 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -3920393.500000 Penalty: 3136.313477
	Iteration 27Q: 3 clusters Score -3920394 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36901 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3920406.750000 Penalty: 3136.313477
	Iteration 28Q: 3 clusters Score -3920407 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36904 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3920417.750000 Penalty: 3136.313477
	Iteration 29Q: 3 clusters Score -3920418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36899 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -3920420.500000 Penalty: 3136.313477
	Iteration 30Q: 3 clusters Score -3920420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36893 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3920424.750000 Penalty: 3136.313477
	Iteration 31Q: 3 clusters Score -3920425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36891 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -3920434.750000 Penalty: 3136.313477
	Iteration 32Q: 3 clusters Score -3920435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36894 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -3920435.750000 Penalty: 3136.313477
	Iteration 33Q: 3 clusters Score -3920436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36891 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -3920439.500000 Penalty: 3136.313477
	Iteration 34Q: 3 clusters Score -3920440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36894 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -3920451.500000 Penalty: 3136.313477
	Iteration 35Q: 3 clusters Score -3920452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36895 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -3920453.000000 Penalty: 3136.313477
	Iteration 36Q: 3 clusters Score -3920453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36896 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -3920456.750000 Penalty: 3136.313477
	Iteration 37Q: 3 clusters Score -3920457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36896 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -3920453.750000 Penalty: 3136.313477
	Iteration 38Q: 3 clusters Score -3920454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36894 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -3920456.750000 Penalty: 3136.313477
	Iteration 39Q: 3 clusters Score -3920457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36895 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -3920456.500000 Penalty: 3136.313477
	Iteration 40F: 3 clusters Score -3920456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36896 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -3920453.250000 Penalty: 3136.313477
	Iteration 41Q: 3 clusters Score -3920453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36897 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -3920453.500000 Penalty: 3136.313477
	Iteration 42Q: 3 clusters Score -3920454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36897 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -3920453.500000 Penalty: 3136.313477
	Iteration 43F: 3 clusters Score -3920454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Entering Unmasked Estep 
Score: -1727462.875000 Penalty: 1444.824463
	Iteration 0F: 2 clusters Score -1727463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1716630.375000 Penalty: 2889.648926
	Iteration 0F: 3 clusters Score -1716630 nChanged 7187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1720426.750000 Penalty: 2889.648926
	Iteration 1F: 3 clusters Score -1720427 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1720787.750000 Penalty: 2889.648926
	Iteration 2F: 3 clusters Score -1720788 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1721073.500000 Penalty: 2889.648926
	Iteration 3Q: 3 clusters Score -1721074 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1721312.875000 Penalty: 2889.648926
	Iteration 4Q: 3 clusters Score -1721313 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1721505.125000 Penalty: 2889.648926
	Iteration 5Q: 3 clusters Score -1721505 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1721682.625000 Penalty: 2889.648926
	Iteration 6Q: 3 clusters Score -1721683 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1721864.000000 Penalty: 2889.648926
	Iteration 7Q: 3 clusters Score -1721864 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -1722071.375000 Penalty: 2889.648926
	Iteration 8Q: 3 clusters Score -1722071 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1722351.375000 Penalty: 2889.648926
	Iteration 9Q: 3 clusters Score -1722351 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1722719.250000 Penalty: 2889.648926
	Iteration 10Q: 3 clusters Score -1722719 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -1723250.125000 Penalty: 2889.648926
	Iteration 11Q: 3 clusters Score -1723250 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -1723896.875000 Penalty: 2889.648926
	Iteration 12F: 3 clusters Score -1723897 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -1724576.750000 Penalty: 2889.648926
	Iteration 13F: 3 clusters Score -1724577 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -1725149.250000 Penalty: 2889.648926
	Iteration 14Q: 3 clusters Score -1725149 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -1725564.625000 Penalty: 2889.648926
	Iteration 15Q: 3 clusters Score -1725565 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -1725851.625000 Penalty: 2889.648926
	Iteration 16Q: 3 clusters Score -1725852 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -1726027.250000 Penalty: 2889.648926
	Iteration 17Q: 3 clusters Score -1726027 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -1726118.625000 Penalty: 2889.648926
	Iteration 18Q: 3 clusters Score -1726119 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -1726175.375000 Penalty: 2889.648926
	Iteration 19Q: 3 clusters Score -1726175 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -1726212.375000 Penalty: 2889.648926
	Iteration 20F: 3 clusters Score -1726212 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -1726241.625000 Penalty: 2889.648926
	Iteration 21Q: 3 clusters Score -1726242 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -1726265.375000 Penalty: 2889.648926
	Iteration 22Q: 3 clusters Score -1726265 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -1726281.625000 Penalty: 2889.648926
	Iteration 23Q: 3 clusters Score -1726282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -1726297.250000 Penalty: 2889.648926
	Iteration 24Q: 3 clusters Score -1726297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -1726303.250000 Penalty: 2889.648926
	Iteration 25Q: 3 clusters Score -1726303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -1726310.000000 Penalty: 2889.648926
	Iteration 26Q: 3 clusters Score -1726310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -1726312.125000 Penalty: 2889.648926
	Iteration 27Q: 3 clusters Score -1726312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -1726319.250000 Penalty: 2889.648926
	Iteration 28Q: 3 clusters Score -1726319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -1726321.125000 Penalty: 2889.648926
	Iteration 29Q: 3 clusters Score -1726321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -1726322.500000 Penalty: 2889.648926
	Iteration 30Q: 3 clusters Score -1726322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -1726322.750000 Penalty: 2889.648926
	Iteration 31Q: 3 clusters Score -1726323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -1726323.000000 Penalty: 2889.648926
	Iteration 32Q: 3 clusters Score -1726323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -1726323.000000 Penalty: 2889.648926
	Iteration 33F: 3 clusters Score -1726323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (22176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Entering Unmasked Estep 
Score: -2092656.500000 Penalty: 1489.006836
	Iteration 0F: 2 clusters Score -2092656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -2078226.500000 Penalty: 2978.013672
	Iteration 0F: 3 clusters Score -2078226 nChanged 9781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -2083614.375000 Penalty: 2978.013672
	Iteration 1F: 3 clusters Score -2083614 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -2084152.125000 Penalty: 2978.013672
	Iteration 2F: 3 clusters Score -2084152 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -2084643.250000 Penalty: 2978.013672
	Iteration 3F: 3 clusters Score -2084643 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -2085117.875000 Penalty: 2978.013672
	Iteration 4Q: 3 clusters Score -2085118 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -2085576.750000 Penalty: 2978.013672
	Iteration 5Q: 3 clusters Score -2085577 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -2086051.125000 Penalty: 2978.013672
	Iteration 6Q: 3 clusters Score -2086051 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -2086546.875000 Penalty: 2978.013672
	Iteration 7Q: 3 clusters Score -2086547 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -2087063.500000 Penalty: 2978.013672
	Iteration 8Q: 3 clusters Score -2087064 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -2087559.750000 Penalty: 2978.013672
	Iteration 9Q: 3 clusters Score -2087560 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -2088127.125000 Penalty: 2978.013672
	Iteration 10Q: 3 clusters Score -2088127 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -2088610.750000 Penalty: 2978.013672
	Iteration 11Q: 3 clusters Score -2088611 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -2088922.375000 Penalty: 2978.013672
	Iteration 12Q: 3 clusters Score -2088922 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -2089168.875000 Penalty: 2978.013672
	Iteration 13Q: 3 clusters Score -2089169 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -2089342.750000 Penalty: 2978.013672
	Iteration 14Q: 3 clusters Score -2089343 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -2089480.250000 Penalty: 2978.013672
	Iteration 15Q: 3 clusters Score -2089480 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -2089607.125000 Penalty: 2978.013672
	Iteration 16Q: 3 clusters Score -2089607 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -2089717.875000 Penalty: 2978.013672
	Iteration 17Q: 3 clusters Score -2089718 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -2089837.500000 Penalty: 2978.013672
	Iteration 18Q: 3 clusters Score -2089838 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -2089966.250000 Penalty: 2978.013672
	Iteration 19Q: 3 clusters Score -2089966 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -2090093.500000 Penalty: 2978.013672
	Iteration 20F: 3 clusters Score -2090094 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -2090225.875000 Penalty: 2978.013672
	Iteration 21Q: 3 clusters Score -2090226 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -2090341.500000 Penalty: 2978.013672
	Iteration 22Q: 3 clusters Score -2090342 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -2090448.625000 Penalty: 2978.013672
	Iteration 23Q: 3 clusters Score -2090449 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -2090547.500000 Penalty: 2978.013672
	Iteration 24Q: 3 clusters Score -2090548 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -2090630.375000 Penalty: 2978.013672
	Iteration 25Q: 3 clusters Score -2090630 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -2090685.000000 Penalty: 2978.013672
	Iteration 26Q: 3 clusters Score -2090685 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -2090745.250000 Penalty: 2978.013672
	Iteration 27Q: 3 clusters Score -2090745 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -2090801.750000 Penalty: 2978.013672
	Iteration 28Q: 3 clusters Score -2090802 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -2090850.750000 Penalty: 2978.013672
	Iteration 29Q: 3 clusters Score -2090851 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -2090900.625000 Penalty: 2978.013672
	Iteration 30Q: 3 clusters Score -2090901 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -2090955.000000 Penalty: 2978.013672
	Iteration 31Q: 3 clusters Score -2090955 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -2091004.125000 Penalty: 2978.013672
	Iteration 32Q: 3 clusters Score -2091004 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -2091047.625000 Penalty: 2978.013672
	Iteration 33Q: 3 clusters Score -2091048 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -2091093.875000 Penalty: 2978.013672
	Iteration 34Q: 3 clusters Score -2091094 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -2091131.250000 Penalty: 2978.013672
	Iteration 35Q: 3 clusters Score -2091131 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -2091149.500000 Penalty: 2978.013672
	Iteration 36Q: 3 clusters Score -2091150 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -2091183.000000 Penalty: 2978.013672
	Iteration 37Q: 3 clusters Score -2091183 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -2091202.250000 Penalty: 2978.013672
	Iteration 38Q: 3 clusters Score -2091202 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -2091213.250000 Penalty: 2978.013672
	Iteration 39Q: 3 clusters Score -2091213 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -2091228.625000 Penalty: 2978.013672
	Iteration 40F: 3 clusters Score -2091229 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -2091247.125000 Penalty: 2978.013672
	Iteration 41Q: 3 clusters Score -2091247 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -2091259.250000 Penalty: 2978.013672
	Iteration 42Q: 3 clusters Score -2091259 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -2091272.375000 Penalty: 2978.013672
	Iteration 43Q: 3 clusters Score -2091272 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -2091284.250000 Penalty: 2978.013672
	Iteration 44Q: 3 clusters Score -2091284 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -2091298.875000 Penalty: 2978.013672
	Iteration 45Q: 3 clusters Score -2091299 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -2091312.625000 Penalty: 2978.013672
	Iteration 46Q: 3 clusters Score -2091313 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -2091327.500000 Penalty: 2978.013672
	Iteration 47Q: 3 clusters Score -2091328 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -2091340.875000 Penalty: 2978.013672
	Iteration 48Q: 3 clusters Score -2091341 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -2091341.125000 Penalty: 2978.013672
	Iteration 49Q: 3 clusters Score -2091341 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -2091348.750000 Penalty: 2978.013672
	Iteration 50Q: 3 clusters Score -2091349 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -2091354.125000 Penalty: 2978.013672
	Iteration 51Q: 3 clusters Score -2091354 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -2091362.625000 Penalty: 2978.013672
	Iteration 52Q: 3 clusters Score -2091363 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -2091364.875000 Penalty: 2978.013672
	Iteration 53Q: 3 clusters Score -2091365 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -2091369.375000 Penalty: 2978.013672
	Iteration 54Q: 3 clusters Score -2091369 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -2091375.875000 Penalty: 2978.013672
	Iteration 55Q: 3 clusters Score -2091376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -2091387.125000 Penalty: 2978.013672
	Iteration 56Q: 3 clusters Score -2091387 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -2091388.875000 Penalty: 2978.013672
	Iteration 57Q: 3 clusters Score -2091389 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -2091389.750000 Penalty: 2978.013672
	Iteration 58Q: 3 clusters Score -2091390 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -2091397.375000 Penalty: 2978.013672
	Iteration 59Q: 3 clusters Score -2091397 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -2091399.125000 Penalty: 2978.013672
	Iteration 60F: 3 clusters Score -2091399 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -2091406.875000 Penalty: 2978.013672
	Iteration 61Q: 3 clusters Score -2091407 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -2091403.000000 Penalty: 2978.013672
	Iteration 62Q: 3 clusters Score -2091403 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -2091413.375000 Penalty: 2978.013672
	Iteration 63Q: 3 clusters Score -2091413 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -2091409.875000 Penalty: 2978.013672
	Iteration 64Q: 3 clusters Score -2091410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -2091417.250000 Penalty: 2978.013672
	Iteration 65Q: 3 clusters Score -2091417 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -2091416.375000 Penalty: 2978.013672
	Iteration 66Q: 3 clusters Score -2091416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -2091420.625000 Penalty: 2978.013672
	Iteration 67Q: 3 clusters Score -2091421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -2091422.250000 Penalty: 2978.013672
	Iteration 68Q: 3 clusters Score -2091422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -2091421.375000 Penalty: 2978.013672
	Iteration 69Q: 3 clusters Score -2091421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -2091424.625000 Penalty: 2978.013672
	Iteration 70Q: 3 clusters Score -2091425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -2091424.875000 Penalty: 2978.013672
	Iteration 71Q: 3 clusters Score -2091425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -2091426.000000 Penalty: 2978.013672
	Iteration 72Q: 3 clusters Score -2091426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -2091422.375000 Penalty: 2978.013672
	Iteration 73Q: 3 clusters Score -2091422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -2091426.750000 Penalty: 2978.013672
	Iteration 74Q: 3 clusters Score -2091427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -2091426.250000 Penalty: 2978.013672
	Iteration 75Q: 3 clusters Score -2091426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -2091423.625000 Penalty: 2978.013672
	Iteration 76Q: 3 clusters Score -2091424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -2091427.125000 Penalty: 2978.013672
	Iteration 77Q: 3 clusters Score -2091427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -2091427.125000 Penalty: 2978.013672
	Iteration 78Q: 3 clusters Score -2091427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -2091426.625000 Penalty: 2978.013672
	Iteration 79Q: 3 clusters Score -2091427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -2091426.625000 Penalty: 2978.013672
	Iteration 80F: 3 clusters Score -2091427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (28232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28232 members 
Entering Unmasked Estep 
Score: -2762581.250000 Penalty: 1524.933838
	Iteration 0F: 2 clusters Score -2762581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -2744016.000000 Penalty: 3049.867676
	Iteration 0F: 3 clusters Score -2744016 nChanged 12816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -2751014.250000 Penalty: 3049.867676
	Iteration 1F: 3 clusters Score -2751014 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -2751750.750000 Penalty: 3049.867676
	Iteration 2F: 3 clusters Score -2751751 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -2752497.500000 Penalty: 3049.867676
	Iteration 3F: 3 clusters Score -2752498 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -2753198.750000 Penalty: 3049.867676
	Iteration 4F: 3 clusters Score -2753199 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -2753891.000000 Penalty: 3049.867676
	Iteration 5Q: 3 clusters Score -2753891 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -2754560.250000 Penalty: 3049.867676
	Iteration 6Q: 3 clusters Score -2754560 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -2755277.000000 Penalty: 3049.867676
	Iteration 7Q: 3 clusters Score -2755277 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -2756075.500000 Penalty: 3049.867676
	Iteration 8Q: 3 clusters Score -2756076 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -2756800.000000 Penalty: 3049.867676
	Iteration 9Q: 3 clusters Score -2756800 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -2757446.000000 Penalty: 3049.867676
	Iteration 10Q: 3 clusters Score -2757446 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -2757992.500000 Penalty: 3049.867676
	Iteration 11Q: 3 clusters Score -2757992 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -2758448.750000 Penalty: 3049.867676
	Iteration 12Q: 3 clusters Score -2758449 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -2758855.000000 Penalty: 3049.867676
	Iteration 13Q: 3 clusters Score -2758855 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -2759228.250000 Penalty: 3049.867676
	Iteration 14Q: 3 clusters Score -2759228 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -2759555.500000 Penalty: 3049.867676
	Iteration 15Q: 3 clusters Score -2759556 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -2759884.750000 Penalty: 3049.867676
	Iteration 16Q: 3 clusters Score -2759885 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -2760212.500000 Penalty: 3049.867676
	Iteration 17Q: 3 clusters Score -2760212 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -2760522.000000 Penalty: 3049.867676
	Iteration 18Q: 3 clusters Score -2760522 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -2760789.250000 Penalty: 3049.867676
	Iteration 19Q: 3 clusters Score -2760789 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -2760980.750000 Penalty: 3049.867676
	Iteration 20F: 3 clusters Score -2760981 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -2761129.250000 Penalty: 3049.867676
	Iteration 21Q: 3 clusters Score -2761129 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -2761253.250000 Penalty: 3049.867676
	Iteration 22Q: 3 clusters Score -2761253 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -2761347.500000 Penalty: 3049.867676
	Iteration 23Q: 3 clusters Score -2761348 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -2761456.750000 Penalty: 3049.867676
	Iteration 24Q: 3 clusters Score -2761457 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -2761531.500000 Penalty: 3049.867676
	Iteration 25Q: 3 clusters Score -2761532 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -2761596.250000 Penalty: 3049.867676
	Iteration 26Q: 3 clusters Score -2761596 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -2761649.500000 Penalty: 3049.867676
	Iteration 27Q: 3 clusters Score -2761650 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -2761692.750000 Penalty: 3049.867676
	Iteration 28Q: 3 clusters Score -2761693 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -2761766.250000 Penalty: 3049.867676
	Iteration 29Q: 3 clusters Score -2761766 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -2761847.750000 Penalty: 3049.867676
	Iteration 30Q: 3 clusters Score -2761848 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -2761916.250000 Penalty: 3049.867676
	Iteration 31Q: 3 clusters Score -2761916 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -2761963.750000 Penalty: 3049.867676
	Iteration 32Q: 3 clusters Score -2761964 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -2762033.000000 Penalty: 3049.867676
	Iteration 33Q: 3 clusters Score -2762033 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -2762100.500000 Penalty: 3049.867676
	Iteration 34Q: 3 clusters Score -2762100 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -2762157.500000 Penalty: 3049.867676
	Iteration 35Q: 3 clusters Score -2762158 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -2762226.500000 Penalty: 3049.867676
	Iteration 36Q: 3 clusters Score -2762226 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -2762282.000000 Penalty: 3049.867676
	Iteration 37Q: 3 clusters Score -2762282 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -2762341.750000 Penalty: 3049.867676
	Iteration 38Q: 3 clusters Score -2762342 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -2762416.500000 Penalty: 3049.867676
	Iteration 39Q: 3 clusters Score -2762416 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -2762460.500000 Penalty: 3049.867676
	Iteration 40F: 3 clusters Score -2762460 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -2762501.500000 Penalty: 3049.867676
	Iteration 41Q: 3 clusters Score -2762502 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -2762533.250000 Penalty: 3049.867676
	Iteration 42Q: 3 clusters Score -2762533 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -2762555.500000 Penalty: 3049.867676
	Iteration 43Q: 3 clusters Score -2762556 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -2762583.750000 Penalty: 3049.867676
	Iteration 44Q: 3 clusters Score -2762584 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22302 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -2762609.500000 Penalty: 3049.867676
	Iteration 45Q: 3 clusters Score -2762610 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -2762616.750000 Penalty: 3049.867676
	Iteration 46Q: 3 clusters Score -2762617 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22449 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -2762626.500000 Penalty: 3049.867676
	Iteration 47Q: 3 clusters Score -2762626 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -2762634.000000 Penalty: 3049.867676
	Iteration 48Q: 3 clusters Score -2762634 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -2762634.250000 Penalty: 3049.867676
	Iteration 49Q: 3 clusters Score -2762634 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -2762638.250000 Penalty: 3049.867676
	Iteration 50Q: 3 clusters Score -2762638 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -2762641.500000 Penalty: 3049.867676
	Iteration 51Q: 3 clusters Score -2762642 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -2762644.500000 Penalty: 3049.867676
	Iteration 52Q: 3 clusters Score -2762644 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -2762640.250000 Penalty: 3049.867676
	Iteration 53Q: 3 clusters Score -2762640 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -2762641.750000 Penalty: 3049.867676
	Iteration 54Q: 3 clusters Score -2762642 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -2762644.750000 Penalty: 3049.867676
	Iteration 55Q: 3 clusters Score -2762645 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22717 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -2762641.500000 Penalty: 3049.867676
	Iteration 56Q: 3 clusters Score -2762642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -2762642.500000 Penalty: 3049.867676
	Iteration 57Q: 3 clusters Score -2762642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -2762640.500000 Penalty: 3049.867676
	Iteration 58Q: 3 clusters Score -2762640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -2762641.000000 Penalty: 3049.867676
	Iteration 59Q: 3 clusters Score -2762641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -2762641.000000 Penalty: 3049.867676
	Iteration 60F: 3 clusters Score -2762641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -2762640.500000 Penalty: 3049.867676
	Iteration 61Q: 3 clusters Score -2762640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -2762642.000000 Penalty: 3049.867676
	Iteration 62Q: 3 clusters Score -2762642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22747 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -2762640.750000 Penalty: 3049.867676
	Iteration 63Q: 3 clusters Score -2762641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22747 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -2762640.750000 Penalty: 3049.867676
	Iteration 64F: 3 clusters Score -2762641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61565 members 
Mstep: Class 2 contains 10444 members 
Mstep: Class 3 contains 6982 members 
Mstep: Class 4 contains 47984 members 
Mstep: Class 5 contains 8314 members 
Mstep: Class 6 contains 11285 members 
Mstep: Class 7 contains 56012 members 
Mstep: Class 8 contains 4247 members 
Mstep: Class 9 contains 11015 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7481 members 
Mstep: Class 13 contains 18904 members 
Mstep: Class 14 contains 37748 members 
Mstep: Class 15 contains 16479 members 
Mstep: Class 16 contains 22176 members 
Mstep: Class 17 contains 22747 members 
Mstep: Class 18 contains 19727 members 
Mstep: Class 19 contains 1516 members 
Mstep: Class 20 contains 198686 members 
Mstep: Class 21 contains 12184 members 
Mstep: Class 22 contains 1776 members 
Mstep: Class 23 contains 6254 members 
Mstep: Class 24 contains 2163 members 
Mstep: Class 25 contains 36577 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14838 members 
Mstep: Class 28 contains 19766 members 
Mstep: Class 29 contains 37486 members 
Mstep: Class 30 contains 10783 members 
Mstep: Class 31 contains 9179 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 7996 members 
Mstep: Class 34 contains 4036 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1605 members 
Mstep: Class 37 contains 4278 members 
Mstep: Class 38 contains 3413 members 
Mstep: Class 39 contains 34043 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2520 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1947 members 
Mstep: Class 46 contains 1285 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 1768 members 
Mstep: Class 49 contains 1378 members 
Mstep: Class 50 contains 20962 members 
Mstep: Class 51 contains 965 members 
Mstep: Class 52 contains 4805 members 
Mstep: Class 53 contains 6305 members 
Mstep: Class 54 contains 5485 members 
Entering Unmasked Estep 
Score: -88135352.000000 Penalty: 110162.093750
Splitting cluster 17 changes total score from -88131800.000000 to -88135352.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 18 (19727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Entering Unmasked Estep 
Score: -2051554.250000 Penalty: 1471.593872
	Iteration 0F: 2 clusters Score -2051554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -2038747.250000 Penalty: 2943.187744
	Iteration 0F: 3 clusters Score -2038747 nChanged 8720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -2043533.375000 Penalty: 2943.187744
	Iteration 1F: 3 clusters Score -2043533 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -2044323.000000 Penalty: 2943.187744
	Iteration 2F: 3 clusters Score -2044323 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -2045232.875000 Penalty: 2943.187744
	Iteration 3F: 3 clusters Score -2045233 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -2046174.875000 Penalty: 2943.187744
	Iteration 4F: 3 clusters Score -2046175 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -2047070.000000 Penalty: 2943.187744
	Iteration 5F: 3 clusters Score -2047070 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -2047813.250000 Penalty: 2943.187744
	Iteration 6F: 3 clusters Score -2047813 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -2048404.125000 Penalty: 2943.187744
	Iteration 7Q: 3 clusters Score -2048404 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -2048836.625000 Penalty: 2943.187744
	Iteration 8Q: 3 clusters Score -2048837 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -2049194.375000 Penalty: 2943.187744
	Iteration 9Q: 3 clusters Score -2049194 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2049450.750000 Penalty: 2943.187744
	Iteration 10Q: 3 clusters Score -2049451 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2049650.250000 Penalty: 2943.187744
	Iteration 11Q: 3 clusters Score -2049650 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2049809.500000 Penalty: 2943.187744
	Iteration 12Q: 3 clusters Score -2049810 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2049943.625000 Penalty: 2943.187744
	Iteration 13Q: 3 clusters Score -2049944 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2050027.125000 Penalty: 2943.187744
	Iteration 14Q: 3 clusters Score -2050027 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2050092.625000 Penalty: 2943.187744
	Iteration 15Q: 3 clusters Score -2050093 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2050158.250000 Penalty: 2943.187744
	Iteration 16Q: 3 clusters Score -2050158 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2050209.875000 Penalty: 2943.187744
	Iteration 17Q: 3 clusters Score -2050210 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2050250.500000 Penalty: 2943.187744
	Iteration 18Q: 3 clusters Score -2050250 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2050281.125000 Penalty: 2943.187744
	Iteration 19Q: 3 clusters Score -2050281 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2050304.625000 Penalty: 2943.187744
	Iteration 20F: 3 clusters Score -2050305 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2050334.375000 Penalty: 2943.187744
	Iteration 21Q: 3 clusters Score -2050334 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2050354.625000 Penalty: 2943.187744
	Iteration 22Q: 3 clusters Score -2050355 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2050367.125000 Penalty: 2943.187744
	Iteration 23Q: 3 clusters Score -2050367 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2050385.500000 Penalty: 2943.187744
	Iteration 24Q: 3 clusters Score -2050386 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2050405.250000 Penalty: 2943.187744
	Iteration 25Q: 3 clusters Score -2050405 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2050423.500000 Penalty: 2943.187744
	Iteration 26Q: 3 clusters Score -2050424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2050434.750000 Penalty: 2943.187744
	Iteration 27Q: 3 clusters Score -2050435 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2050448.375000 Penalty: 2943.187744
	Iteration 28Q: 3 clusters Score -2050448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2050455.875000 Penalty: 2943.187744
	Iteration 29Q: 3 clusters Score -2050456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2050460.375000 Penalty: 2943.187744
	Iteration 30Q: 3 clusters Score -2050460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2050465.375000 Penalty: 2943.187744
	Iteration 31Q: 3 clusters Score -2050465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2050467.625000 Penalty: 2943.187744
	Iteration 32Q: 3 clusters Score -2050468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2050465.875000 Penalty: 2943.187744
	Iteration 33Q: 3 clusters Score -2050466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2050469.000000 Penalty: 2943.187744
	Iteration 34Q: 3 clusters Score -2050469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2050471.375000 Penalty: 2943.187744
	Iteration 35Q: 3 clusters Score -2050471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2050475.875000 Penalty: 2943.187744
	Iteration 36Q: 3 clusters Score -2050476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2050476.000000 Penalty: 2943.187744
	Iteration 37Q: 3 clusters Score -2050476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2050474.875000 Penalty: 2943.187744
	Iteration 38Q: 3 clusters Score -2050475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2050474.875000 Penalty: 2943.187744
	Iteration 39F: 3 clusters Score -2050475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Entering Unmasked Estep 
Score: -133894.500000 Penalty: 1089.786011
	Iteration 0F: 2 clusters Score -133894.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -132416.015625 Penalty: 2179.572021
	Iteration 0F: 3 clusters Score -132416 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -133007.312500 Penalty: 2179.572021
	Iteration 1F: 3 clusters Score -133007.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -133208.593750 Penalty: 2179.572021
	Iteration 2F: 3 clusters Score -133208.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -133406.656250 Penalty: 2179.572021
	Iteration 3F: 3 clusters Score -133406.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -133540.562500 Penalty: 2179.572021
	Iteration 4F: 3 clusters Score -133540.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -133626.984375 Penalty: 2179.572021
	Iteration 5Q: 3 clusters Score -133627 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -133685.937500 Penalty: 2179.572021
	Iteration 6Q: 3 clusters Score -133685.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -133737.484375 Penalty: 2179.572021
	Iteration 7Q: 3 clusters Score -133737.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -133811.453125 Penalty: 2179.572021
	Iteration 8Q: 3 clusters Score -133811.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -133875.562500 Penalty: 2179.572021
	Iteration 9Q: 3 clusters Score -133875.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -133915.265625 Penalty: 2179.572021
	Iteration 10Q: 3 clusters Score -133915.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -133937.203125 Penalty: 2179.572021
	Iteration 11Q: 3 clusters Score -133937.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -133947.765625 Penalty: 2179.572021
	Iteration 12Q: 3 clusters Score -133947.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -133953.421875 Penalty: 2179.572021
	Iteration 13Q: 3 clusters Score -133953.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -133961.593750 Penalty: 2179.572021
	Iteration 14Q: 3 clusters Score -133961.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -133965.703125 Penalty: 2179.572021
	Iteration 15Q: 3 clusters Score -133965.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -133965.703125 Penalty: 2179.572021
	Iteration 16F: 3 clusters Score -133965.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61565 members 
Mstep: Class 2 contains 10444 members 
Mstep: Class 3 contains 6982 members 
Mstep: Class 4 contains 47984 members 
Mstep: Class 5 contains 8314 members 
Mstep: Class 6 contains 11285 members 
Mstep: Class 7 contains 56012 members 
Mstep: Class 8 contains 4247 members 
Mstep: Class 9 contains 11015 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7481 members 
Mstep: Class 13 contains 18904 members 
Mstep: Class 14 contains 37748 members 
Mstep: Class 15 contains 16479 members 
Mstep: Class 16 contains 22176 members 
Mstep: Class 17 contains 22747 members 
Mstep: Class 18 contains 19727 members 
Mstep: Class 19 contains 343 members 
Mstep: Class 20 contains 198686 members 
Mstep: Class 21 contains 12184 members 
Mstep: Class 22 contains 1776 members 
Mstep: Class 23 contains 6254 members 
Mstep: Class 24 contains 2163 members 
Mstep: Class 25 contains 36577 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14838 members 
Mstep: Class 28 contains 19766 members 
Mstep: Class 29 contains 37486 members 
Mstep: Class 30 contains 10783 members 
Mstep: Class 31 contains 9179 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 7996 members 
Mstep: Class 34 contains 4036 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1605 members 
Mstep: Class 37 contains 4278 members 
Mstep: Class 38 contains 3413 members 
Mstep: Class 39 contains 34043 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2520 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1947 members 
Mstep: Class 46 contains 1285 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 1768 members 
Mstep: Class 49 contains 1378 members 
Mstep: Class 50 contains 20962 members 
Mstep: Class 51 contains 965 members 
Mstep: Class 52 contains 4805 members 
Mstep: Class 53 contains 6305 members 
Mstep: Class 54 contains 5485 members 
Mstep: Class 55 contains 1173 members 
Entering Unmasked Estep 
Score: -88134512.000000 Penalty: 112202.140625
Splitting cluster 19 changes total score from -88131800.000000 to -88134512.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 20 (198686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198686 members 
Entering Unmasked Estep 
Score: -19904938.000000 Penalty: 1815.282837
	Iteration 0F: 2 clusters Score -1.990494e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99601 members 
Mstep: Class 2 contains 99085 members 
Entering Unmasked Estep 
Score: -19773392.000000 Penalty: 3630.565674
	Iteration 0F: 3 clusters Score -1.977339e+07 nChanged 95492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104447 members 
Mstep: Class 2 contains 94239 members 
Entering Unmasked Estep 
Score: -19830580.000000 Penalty: 3630.565674
	Iteration 1F: 3 clusters Score -1.983058e+07 nChanged 7784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108401 members 
Mstep: Class 2 contains 90285 members 
Entering Unmasked Estep 
Score: -19832948.000000 Penalty: 3630.565674
	Iteration 2Q: 3 clusters Score -1.983295e+07 nChanged 9387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114592 members 
Mstep: Class 2 contains 84094 members 
Entering Unmasked Estep 
Score: -19836772.000000 Penalty: 3630.565674
	Iteration 3Q: 3 clusters Score -1.983677e+07 nChanged 11514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123380 members 
Mstep: Class 2 contains 75306 members 
Entering Unmasked Estep 
Score: -19842832.000000 Penalty: 3630.565674
	Iteration 4F: 3 clusters Score -1.984283e+07 nChanged 13684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134984 members 
Mstep: Class 2 contains 63702 members 
Entering Unmasked Estep 
Score: -19851658.000000 Penalty: 3630.565674
	Iteration 5F: 3 clusters Score -1.985166e+07 nChanged 14651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148279 members 
Mstep: Class 2 contains 50407 members 
Entering Unmasked Estep 
Score: -19862900.000000 Penalty: 3630.565674
	Iteration 6F: 3 clusters Score -1.98629e+07 nChanged 14238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161737 members 
Mstep: Class 2 contains 36949 members 
Entering Unmasked Estep 
Score: -19874674.000000 Penalty: 3630.565674
	Iteration 7F: 3 clusters Score -1.987467e+07 nChanged 11943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173340 members 
Mstep: Class 2 contains 25346 members 
Entering Unmasked Estep 
Score: -19885014.000000 Penalty: 3630.565674
	Iteration 8F: 3 clusters Score -1.988501e+07 nChanged 8763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182015 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -19892302.000000 Penalty: 3630.565674
	Iteration 9Q: 3 clusters Score -1.98923e+07 nChanged 5892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187873 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -19897002.000000 Penalty: 3630.565674
	Iteration 10Q: 3 clusters Score -1.9897e+07 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191699 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -19899774.000000 Penalty: 3630.565674
	Iteration 11Q: 3 clusters Score -1.989977e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194063 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -19901364.000000 Penalty: 3630.565674
	Iteration 12Q: 3 clusters Score -1.990136e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195427 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -19902204.000000 Penalty: 3630.565674
	Iteration 13Q: 3 clusters Score -1.99022e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196297 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -19902734.000000 Penalty: 3630.565674
	Iteration 14Q: 3 clusters Score -1.990273e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196819 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -19903020.000000 Penalty: 3630.565674
	Iteration 15Q: 3 clusters Score -1.990302e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197136 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -19903232.000000 Penalty: 3630.565674
	Iteration 16Q: 3 clusters Score -1.990323e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197319 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -19903332.000000 Penalty: 3630.565674
	Iteration 17Q: 3 clusters Score -1.990333e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197433 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -19903388.000000 Penalty: 3630.565674
	Iteration 18Q: 3 clusters Score -1.990339e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197521 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -19903464.000000 Penalty: 3630.565674
	Iteration 19Q: 3 clusters Score -1.990346e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197582 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -19903530.000000 Penalty: 3630.565674
	Iteration 20F: 3 clusters Score -1.990353e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197619 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -19903540.000000 Penalty: 3630.565674
	Iteration 21Q: 3 clusters Score -1.990354e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197649 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -19903570.000000 Penalty: 3630.565674
	Iteration 22Q: 3 clusters Score -1.990357e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197679 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -19903588.000000 Penalty: 3630.565674
	Iteration 23Q: 3 clusters Score -1.990359e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197699 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -19903624.000000 Penalty: 3630.565674
	Iteration 24Q: 3 clusters Score -1.990362e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197714 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -19903618.000000 Penalty: 3630.565674
	Iteration 25Q: 3 clusters Score -1.990362e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197728 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -19903632.000000 Penalty: 3630.565674
	Iteration 26Q: 3 clusters Score -1.990363e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197738 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -19903628.000000 Penalty: 3630.565674
	Iteration 27Q: 3 clusters Score -1.990363e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197750 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -19903640.000000 Penalty: 3630.565674
	Iteration 28Q: 3 clusters Score -1.990364e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197754 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -19903632.000000 Penalty: 3630.565674
	Iteration 29Q: 3 clusters Score -1.990363e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197758 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -19903658.000000 Penalty: 3630.565674
	Iteration 30Q: 3 clusters Score -1.990366e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197770 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -19903670.000000 Penalty: 3630.565674
	Iteration 31Q: 3 clusters Score -1.990367e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197787 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -19903664.000000 Penalty: 3630.565674
	Iteration 32Q: 3 clusters Score -1.990366e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197802 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -19903686.000000 Penalty: 3630.565674
	Iteration 33Q: 3 clusters Score -1.990369e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197813 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -19903674.000000 Penalty: 3630.565674
	Iteration 34Q: 3 clusters Score -1.990367e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197820 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -19903692.000000 Penalty: 3630.565674
	Iteration 35Q: 3 clusters Score -1.990369e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197828 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -19903696.000000 Penalty: 3630.565674
	Iteration 36Q: 3 clusters Score -1.99037e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197838 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -19903708.000000 Penalty: 3630.565674
	Iteration 37Q: 3 clusters Score -1.990371e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197844 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -19903708.000000 Penalty: 3630.565674
	Iteration 38Q: 3 clusters Score -1.990371e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197858 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -19903710.000000 Penalty: 3630.565674
	Iteration 39Q: 3 clusters Score -1.990371e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197865 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -19903732.000000 Penalty: 3630.565674
	Iteration 40F: 3 clusters Score -1.990373e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197867 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -19903742.000000 Penalty: 3630.565674
	Iteration 41Q: 3 clusters Score -1.990374e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197876 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -19903754.000000 Penalty: 3630.565674
	Iteration 42Q: 3 clusters Score -1.990375e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197883 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -19903766.000000 Penalty: 3630.565674
	Iteration 43Q: 3 clusters Score -1.990377e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197888 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -19903764.000000 Penalty: 3630.565674
	Iteration 44Q: 3 clusters Score -1.990376e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197890 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -19903764.000000 Penalty: 3630.565674
	Iteration 45Q: 3 clusters Score -1.990376e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197893 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -19903766.000000 Penalty: 3630.565674
	Iteration 46Q: 3 clusters Score -1.990377e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197893 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -19903762.000000 Penalty: 3630.565674
	Iteration 47Q: 3 clusters Score -1.990376e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197895 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -19903766.000000 Penalty: 3630.565674
	Iteration 48Q: 3 clusters Score -1.990377e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197899 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -19903768.000000 Penalty: 3630.565674
	Iteration 49Q: 3 clusters Score -1.990377e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197898 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -19903768.000000 Penalty: 3630.565674
	Iteration 50Q: 3 clusters Score -1.990377e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197898 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -19903768.000000 Penalty: 3630.565674
	Iteration 51F: 3 clusters Score -1.990377e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Entering Unmasked Estep 
Score: -1236026.250000 Penalty: 1399.892456
	Iteration 0F: 2 clusters Score -1236026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1227832.875000 Penalty: 2799.784912
	Iteration 0F: 3 clusters Score -1227833 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1230550.875000 Penalty: 2799.784912
	Iteration 1F: 3 clusters Score -1230551 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1230894.125000 Penalty: 2799.784912
	Iteration 2F: 3 clusters Score -1230894 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1231184.375000 Penalty: 2799.784912
	Iteration 3F: 3 clusters Score -1231184 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1231435.875000 Penalty: 2799.784912
	Iteration 4Q: 3 clusters Score -1231436 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1231674.875000 Penalty: 2799.784912
	Iteration 5Q: 3 clusters Score -1231675 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1231889.375000 Penalty: 2799.784912
	Iteration 6Q: 3 clusters Score -1231889 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1232100.750000 Penalty: 2799.784912
	Iteration 7Q: 3 clusters Score -1232101 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1232315.875000 Penalty: 2799.784912
	Iteration 8Q: 3 clusters Score -1232316 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1232529.750000 Penalty: 2799.784912
	Iteration 9Q: 3 clusters Score -1232530 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1232778.375000 Penalty: 2799.784912
	Iteration 10Q: 3 clusters Score -1232778 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1233064.875000 Penalty: 2799.784912
	Iteration 11Q: 3 clusters Score -1233065 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1233355.875000 Penalty: 2799.784912
	Iteration 12Q: 3 clusters Score -1233356 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1233616.500000 Penalty: 2799.784912
	Iteration 13Q: 3 clusters Score -1233616 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1233822.750000 Penalty: 2799.784912
	Iteration 14Q: 3 clusters Score -1233823 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1233996.250000 Penalty: 2799.784912
	Iteration 15Q: 3 clusters Score -1233996 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1234131.500000 Penalty: 2799.784912
	Iteration 16Q: 3 clusters Score -1234132 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1234258.750000 Penalty: 2799.784912
	Iteration 17Q: 3 clusters Score -1234259 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1234360.750000 Penalty: 2799.784912
	Iteration 18Q: 3 clusters Score -1234361 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1234457.000000 Penalty: 2799.784912
	Iteration 19Q: 3 clusters Score -1234457 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1234531.500000 Penalty: 2799.784912
	Iteration 20F: 3 clusters Score -1234532 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1234599.000000 Penalty: 2799.784912
	Iteration 21Q: 3 clusters Score -1234599 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1234651.000000 Penalty: 2799.784912
	Iteration 22Q: 3 clusters Score -1234651 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1234678.875000 Penalty: 2799.784912
	Iteration 23Q: 3 clusters Score -1234679 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1234701.750000 Penalty: 2799.784912
	Iteration 24Q: 3 clusters Score -1234702 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1234722.000000 Penalty: 2799.784912
	Iteration 25Q: 3 clusters Score -1234722 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1234744.250000 Penalty: 2799.784912
	Iteration 26Q: 3 clusters Score -1234744 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1234772.125000 Penalty: 2799.784912
	Iteration 27Q: 3 clusters Score -1234772 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1234790.125000 Penalty: 2799.784912
	Iteration 28Q: 3 clusters Score -1234790 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1234810.250000 Penalty: 2799.784912
	Iteration 29Q: 3 clusters Score -1234810 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -1234825.000000 Penalty: 2799.784912
	Iteration 30Q: 3 clusters Score -1234825 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1234832.750000 Penalty: 2799.784912
	Iteration 31Q: 3 clusters Score -1234833 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1234841.000000 Penalty: 2799.784912
	Iteration 32Q: 3 clusters Score -1234841 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1234846.625000 Penalty: 2799.784912
	Iteration 33Q: 3 clusters Score -1234847 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -1234851.125000 Penalty: 2799.784912
	Iteration 34Q: 3 clusters Score -1234851 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1234856.500000 Penalty: 2799.784912
	Iteration 35Q: 3 clusters Score -1234856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1234862.500000 Penalty: 2799.784912
	Iteration 36Q: 3 clusters Score -1234862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -1234868.500000 Penalty: 2799.784912
	Iteration 37Q: 3 clusters Score -1234868 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1234877.375000 Penalty: 2799.784912
	Iteration 38Q: 3 clusters Score -1234877 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1234881.000000 Penalty: 2799.784912
	Iteration 39Q: 3 clusters Score -1234881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1234886.000000 Penalty: 2799.784912
	Iteration 40F: 3 clusters Score -1234886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -1234892.750000 Penalty: 2799.784912
	Iteration 41Q: 3 clusters Score -1234893 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -1234896.625000 Penalty: 2799.784912
	Iteration 42Q: 3 clusters Score -1234897 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -1234905.125000 Penalty: 2799.784912
	Iteration 43Q: 3 clusters Score -1234905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1234907.000000 Penalty: 2799.784912
	Iteration 44Q: 3 clusters Score -1234907 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -1234909.750000 Penalty: 2799.784912
	Iteration 45Q: 3 clusters Score -1234910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1234914.375000 Penalty: 2799.784912
	Iteration 46Q: 3 clusters Score -1234914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -1234916.875000 Penalty: 2799.784912
	Iteration 47Q: 3 clusters Score -1234917 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1234922.250000 Penalty: 2799.784912
	Iteration 48Q: 3 clusters Score -1234922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1234927.125000 Penalty: 2799.784912
	Iteration 49Q: 3 clusters Score -1234927 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -1234932.625000 Penalty: 2799.784912
	Iteration 50Q: 3 clusters Score -1234933 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1234935.250000 Penalty: 2799.784912
	Iteration 51Q: 3 clusters Score -1234935 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -1234938.500000 Penalty: 2799.784912
	Iteration 52Q: 3 clusters Score -1234938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -1234940.125000 Penalty: 2799.784912
	Iteration 53Q: 3 clusters Score -1234940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1234943.875000 Penalty: 2799.784912
	Iteration 54Q: 3 clusters Score -1234944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1234949.125000 Penalty: 2799.784912
	Iteration 55Q: 3 clusters Score -1234949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1234953.375000 Penalty: 2799.784912
	Iteration 56Q: 3 clusters Score -1234953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1234956.375000 Penalty: 2799.784912
	Iteration 57Q: 3 clusters Score -1234956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -1234959.500000 Penalty: 2799.784912
	Iteration 58Q: 3 clusters Score -1234960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -1234959.250000 Penalty: 2799.784912
	Iteration 59Q: 3 clusters Score -1234959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -1234961.875000 Penalty: 2799.784912
	Iteration 60F: 3 clusters Score -1234962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1234962.000000 Penalty: 2799.784912
	Iteration 61Q: 3 clusters Score -1234962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -1234965.750000 Penalty: 2799.784912
	Iteration 62Q: 3 clusters Score -1234966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -1234967.375000 Penalty: 2799.784912
	Iteration 63Q: 3 clusters Score -1234967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1234967.500000 Penalty: 2799.784912
	Iteration 64Q: 3 clusters Score -1234968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1234968.375000 Penalty: 2799.784912
	Iteration 65Q: 3 clusters Score -1234968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1234969.375000 Penalty: 2799.784912
	Iteration 66Q: 3 clusters Score -1234969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1234971.500000 Penalty: 2799.784912
	Iteration 67Q: 3 clusters Score -1234972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -1234970.250000 Penalty: 2799.784912
	Iteration 68Q: 3 clusters Score -1234970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1234972.875000 Penalty: 2799.784912
	Iteration 69Q: 3 clusters Score -1234973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1234972.875000 Penalty: 2799.784912
	Iteration 70F: 3 clusters Score -1234973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Entering Unmasked Estep 
Score: -164275.093750 Penalty: 1113.339355
	Iteration 0F: 2 clusters Score -164275.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -162541.218750 Penalty: 2226.678711
	Iteration 0F: 3 clusters Score -162541.2 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -162968.890625 Penalty: 2226.678711
	Iteration 1F: 3 clusters Score -162968.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -163112.656250 Penalty: 2226.678711
	Iteration 2F: 3 clusters Score -163112.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -163233.703125 Penalty: 2226.678711
	Iteration 3Q: 3 clusters Score -163233.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -163358.984375 Penalty: 2226.678711
	Iteration 4F: 3 clusters Score -163359 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -163454.046875 Penalty: 2226.678711
	Iteration 5Q: 3 clusters Score -163454 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -163497.093750 Penalty: 2226.678711
	Iteration 6Q: 3 clusters Score -163497.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -163526.203125 Penalty: 2226.678711
	Iteration 7Q: 3 clusters Score -163526.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -163548.734375 Penalty: 2226.678711
	Iteration 8Q: 3 clusters Score -163548.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -163570.312500 Penalty: 2226.678711
	Iteration 9Q: 3 clusters Score -163570.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -163591.000000 Penalty: 2226.678711
	Iteration 10Q: 3 clusters Score -163591 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -163607.984375 Penalty: 2226.678711
	Iteration 11Q: 3 clusters Score -163608 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -163637.593750 Penalty: 2226.678711
	Iteration 12Q: 3 clusters Score -163637.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -163672.468750 Penalty: 2226.678711
	Iteration 13Q: 3 clusters Score -163672.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -163720.921875 Penalty: 2226.678711
	Iteration 14Q: 3 clusters Score -163720.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -163787.375000 Penalty: 2226.678711
	Iteration 15Q: 3 clusters Score -163787.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -163846.968750 Penalty: 2226.678711
	Iteration 16Q: 3 clusters Score -163847 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -163905.312500 Penalty: 2226.678711
	Iteration 17Q: 3 clusters Score -163905.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -163960.750000 Penalty: 2226.678711
	Iteration 18Q: 3 clusters Score -163960.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -163996.171875 Penalty: 2226.678711
	Iteration 19Q: 3 clusters Score -163996.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -164039.609375 Penalty: 2226.678711
	Iteration 20F: 3 clusters Score -164039.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -164072.296875 Penalty: 2226.678711
	Iteration 21Q: 3 clusters Score -164072.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -164102.234375 Penalty: 2226.678711
	Iteration 22Q: 3 clusters Score -164102.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -164109.062500 Penalty: 2226.678711
	Iteration 23Q: 3 clusters Score -164109.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -164112.593750 Penalty: 2226.678711
	Iteration 24Q: 3 clusters Score -164112.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -164116.953125 Penalty: 2226.678711
	Iteration 25Q: 3 clusters Score -164117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -164121.375000 Penalty: 2226.678711
	Iteration 26Q: 3 clusters Score -164121.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -164122.718750 Penalty: 2226.678711
	Iteration 27Q: 3 clusters Score -164122.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -164123.296875 Penalty: 2226.678711
	Iteration 28Q: 3 clusters Score -164123.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -164125.031250 Penalty: 2226.678711
	Iteration 29Q: 3 clusters Score -164125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -164125.515625 Penalty: 2226.678711
	Iteration 30Q: 3 clusters Score -164125.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -164126.843750 Penalty: 2226.678711
	Iteration 31Q: 3 clusters Score -164126.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -164127.796875 Penalty: 2226.678711
	Iteration 32Q: 3 clusters Score -164127.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -164129.609375 Penalty: 2226.678711
	Iteration 33Q: 3 clusters Score -164129.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -164131.203125 Penalty: 2226.678711
	Iteration 34Q: 3 clusters Score -164131.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -164131.968750 Penalty: 2226.678711
	Iteration 35Q: 3 clusters Score -164132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -164131.968750 Penalty: 2226.678711
	Iteration 36F: 3 clusters Score -164132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -604270.937500 Penalty: 1300.657349
	Iteration 0F: 2 clusters Score -604270.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -599859.812500 Penalty: 2601.314697
	Iteration 0F: 3 clusters Score -599859.8 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -601183.375000 Penalty: 2601.314697
	Iteration 1F: 3 clusters Score -601183.4 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -601444.437500 Penalty: 2601.314697
	Iteration 2F: 3 clusters Score -601444.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -601629.625000 Penalty: 2601.314697
	Iteration 3F: 3 clusters Score -601629.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -601787.250000 Penalty: 2601.314697
	Iteration 4Q: 3 clusters Score -601787.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -601925.312500 Penalty: 2601.314697
	Iteration 5Q: 3 clusters Score -601925.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -602064.437500 Penalty: 2601.314697
	Iteration 6Q: 3 clusters Score -602064.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -602183.062500 Penalty: 2601.314697
	Iteration 7Q: 3 clusters Score -602183.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -602294.000000 Penalty: 2601.314697
	Iteration 8Q: 3 clusters Score -602294 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -602397.750000 Penalty: 2601.314697
	Iteration 9Q: 3 clusters Score -602397.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -602504.812500 Penalty: 2601.314697
	Iteration 10Q: 3 clusters Score -602504.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -602618.000000 Penalty: 2601.314697
	Iteration 11Q: 3 clusters Score -602618 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -602738.687500 Penalty: 2601.314697
	Iteration 12Q: 3 clusters Score -602738.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -602854.562500 Penalty: 2601.314697
	Iteration 13Q: 3 clusters Score -602854.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -602971.000000 Penalty: 2601.314697
	Iteration 14Q: 3 clusters Score -602971 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -603068.375000 Penalty: 2601.314697
	Iteration 15Q: 3 clusters Score -603068.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -603150.750000 Penalty: 2601.314697
	Iteration 16Q: 3 clusters Score -603150.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -603202.500000 Penalty: 2601.314697
	Iteration 17Q: 3 clusters Score -603202.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -603241.312500 Penalty: 2601.314697
	Iteration 18Q: 3 clusters Score -603241.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -603272.125000 Penalty: 2601.314697
	Iteration 19Q: 3 clusters Score -603272.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -603301.750000 Penalty: 2601.314697
	Iteration 20F: 3 clusters Score -603301.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -603328.000000 Penalty: 2601.314697
	Iteration 21Q: 3 clusters Score -603328 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -603358.250000 Penalty: 2601.314697
	Iteration 22Q: 3 clusters Score -603358.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -603376.062500 Penalty: 2601.314697
	Iteration 23Q: 3 clusters Score -603376.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -603392.812500 Penalty: 2601.314697
	Iteration 24Q: 3 clusters Score -603392.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -603404.437500 Penalty: 2601.314697
	Iteration 25Q: 3 clusters Score -603404.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -603413.687500 Penalty: 2601.314697
	Iteration 26Q: 3 clusters Score -603413.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -603425.812500 Penalty: 2601.314697
	Iteration 27Q: 3 clusters Score -603425.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -603437.750000 Penalty: 2601.314697
	Iteration 28Q: 3 clusters Score -603437.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -603444.187500 Penalty: 2601.314697
	Iteration 29Q: 3 clusters Score -603444.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -603448.062500 Penalty: 2601.314697
	Iteration 30Q: 3 clusters Score -603448.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -603451.937500 Penalty: 2601.314697
	Iteration 31Q: 3 clusters Score -603451.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -603454.687500 Penalty: 2601.314697
	Iteration 32Q: 3 clusters Score -603454.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -603460.687500 Penalty: 2601.314697
	Iteration 33Q: 3 clusters Score -603460.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -603461.937500 Penalty: 2601.314697
	Iteration 34Q: 3 clusters Score -603461.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -603462.937500 Penalty: 2601.314697
	Iteration 35Q: 3 clusters Score -603462.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -603463.187500 Penalty: 2601.314697
	Iteration 36Q: 3 clusters Score -603463.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -603463.187500 Penalty: 2601.314697
	Iteration 37F: 3 clusters Score -603463.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Entering Unmasked Estep 
Score: -192305.218750 Penalty: 1142.672607
	Iteration 0F: 2 clusters Score -192305.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -190336.234375 Penalty: 2285.345215
	Iteration 0F: 3 clusters Score -190336.2 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -190927.078125 Penalty: 2285.345215
	Iteration 1F: 3 clusters Score -190927.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -191153.671875 Penalty: 2285.345215
	Iteration 2F: 3 clusters Score -191153.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -191313.062500 Penalty: 2285.345215
	Iteration 3F: 3 clusters Score -191313.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -191434.265625 Penalty: 2285.345215
	Iteration 4F: 3 clusters Score -191434.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -191501.796875 Penalty: 2285.345215
	Iteration 5Q: 3 clusters Score -191501.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -191556.500000 Penalty: 2285.345215
	Iteration 6Q: 3 clusters Score -191556.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -191603.015625 Penalty: 2285.345215
	Iteration 7Q: 3 clusters Score -191603 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -191629.968750 Penalty: 2285.345215
	Iteration 8Q: 3 clusters Score -191630 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -191662.437500 Penalty: 2285.345215
	Iteration 9Q: 3 clusters Score -191662.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -191688.812500 Penalty: 2285.345215
	Iteration 10Q: 3 clusters Score -191688.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -191698.734375 Penalty: 2285.345215
	Iteration 11Q: 3 clusters Score -191698.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -191702.953125 Penalty: 2285.345215
	Iteration 12Q: 3 clusters Score -191703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -191704.968750 Penalty: 2285.345215
	Iteration 13Q: 3 clusters Score -191705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -191705.562500 Penalty: 2285.345215
	Iteration 14Q: 3 clusters Score -191705.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -191706.625000 Penalty: 2285.345215
	Iteration 15Q: 3 clusters Score -191706.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -191708.734375 Penalty: 2285.345215
	Iteration 16Q: 3 clusters Score -191708.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -191709.828125 Penalty: 2285.345215
	Iteration 17Q: 3 clusters Score -191709.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -191711.578125 Penalty: 2285.345215
	Iteration 18Q: 3 clusters Score -191711.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -191713.156250 Penalty: 2285.345215
	Iteration 19Q: 3 clusters Score -191713.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -191713.953125 Penalty: 2285.345215
	Iteration 20F: 3 clusters Score -191714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -191714.000000 Penalty: 2285.345215
	Iteration 21Q: 3 clusters Score -191714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -191714.000000 Penalty: 2285.345215
	Iteration 22F: 3 clusters Score -191714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (36577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36577 members 
Entering Unmasked Estep 
Score: -3798571.500000 Penalty: 1563.467651
	Iteration 0F: 2 clusters Score -3798572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -3774840.000000 Penalty: 3126.935303
	Iteration 0F: 3 clusters Score -3774840 nChanged 16641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -3784054.250000 Penalty: 3126.935303
	Iteration 1F: 3 clusters Score -3784054 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -3784702.250000 Penalty: 3126.935303
	Iteration 2Q: 3 clusters Score -3784702 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -3785474.750000 Penalty: 3126.935303
	Iteration 3Q: 3 clusters Score -3785475 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -3786412.000000 Penalty: 3126.935303
	Iteration 4F: 3 clusters Score -3786412 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -3787428.750000 Penalty: 3126.935303
	Iteration 5F: 3 clusters Score -3787429 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -3788641.000000 Penalty: 3126.935303
	Iteration 6F: 3 clusters Score -3788641 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -3789848.250000 Penalty: 3126.935303
	Iteration 7F: 3 clusters Score -3789848 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -3791019.500000 Penalty: 3126.935303
	Iteration 8F: 3 clusters Score -3791020 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -3792055.000000 Penalty: 3126.935303
	Iteration 9Q: 3 clusters Score -3792055 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -3792900.000000 Penalty: 3126.935303
	Iteration 10Q: 3 clusters Score -3792900 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -3793593.250000 Penalty: 3126.935303
	Iteration 11Q: 3 clusters Score -3793593 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -3794099.750000 Penalty: 3126.935303
	Iteration 12Q: 3 clusters Score -3794100 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -3794400.000000 Penalty: 3126.935303
	Iteration 13Q: 3 clusters Score -3794400 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -3794609.250000 Penalty: 3126.935303
	Iteration 14Q: 3 clusters Score -3794609 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -3794768.000000 Penalty: 3126.935303
	Iteration 15Q: 3 clusters Score -3794768 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 21877 members 
Entering Unmasked Estep 
Score: -3794882.250000 Penalty: 3126.935303
	Iteration 16Q: 3 clusters Score -3794882 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -3794951.000000 Penalty: 3126.935303
	Iteration 17Q: 3 clusters Score -3794951 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -3795033.000000 Penalty: 3126.935303
	Iteration 18Q: 3 clusters Score -3795033 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -3795076.250000 Penalty: 3126.935303
	Iteration 19Q: 3 clusters Score -3795076 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -3795166.500000 Penalty: 3126.935303
	Iteration 20F: 3 clusters Score -3795166 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -3795228.250000 Penalty: 3126.935303
	Iteration 21Q: 3 clusters Score -3795228 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -3795272.500000 Penalty: 3126.935303
	Iteration 22Q: 3 clusters Score -3795272 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 23585 members 
Entering Unmasked Estep 
Score: -3795329.250000 Penalty: 3126.935303
	Iteration 23Q: 3 clusters Score -3795329 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -3795354.000000 Penalty: 3126.935303
	Iteration 24Q: 3 clusters Score -3795354 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 23979 members 
Entering Unmasked Estep 
Score: -3795380.500000 Penalty: 3126.935303
	Iteration 25Q: 3 clusters Score -3795380 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 24160 members 
Entering Unmasked Estep 
Score: -3795417.250000 Penalty: 3126.935303
	Iteration 26Q: 3 clusters Score -3795417 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 24351 members 
Entering Unmasked Estep 
Score: -3795451.500000 Penalty: 3126.935303
	Iteration 27Q: 3 clusters Score -3795452 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 24554 members 
Entering Unmasked Estep 
Score: -3795502.000000 Penalty: 3126.935303
	Iteration 28Q: 3 clusters Score -3795502 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 24726 members 
Entering Unmasked Estep 
Score: -3795526.250000 Penalty: 3126.935303
	Iteration 29Q: 3 clusters Score -3795526 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 24893 members 
Entering Unmasked Estep 
Score: -3795546.000000 Penalty: 3126.935303
	Iteration 30Q: 3 clusters Score -3795546 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 25057 members 
Entering Unmasked Estep 
Score: -3795580.250000 Penalty: 3126.935303
	Iteration 31Q: 3 clusters Score -3795580 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -3795607.000000 Penalty: 3126.935303
	Iteration 32Q: 3 clusters Score -3795607 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 25343 members 
Entering Unmasked Estep 
Score: -3795620.750000 Penalty: 3126.935303
	Iteration 33Q: 3 clusters Score -3795621 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 25500 members 
Entering Unmasked Estep 
Score: -3795650.000000 Penalty: 3126.935303
	Iteration 34Q: 3 clusters Score -3795650 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 25655 members 
Entering Unmasked Estep 
Score: -3795663.250000 Penalty: 3126.935303
	Iteration 35Q: 3 clusters Score -3795663 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -3795695.500000 Penalty: 3126.935303
	Iteration 36Q: 3 clusters Score -3795696 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
Score: -3795715.000000 Penalty: 3126.935303
	Iteration 37Q: 3 clusters Score -3795715 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
Score: -3795731.000000 Penalty: 3126.935303
	Iteration 38Q: 3 clusters Score -3795731 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -3795759.000000 Penalty: 3126.935303
	Iteration 39Q: 3 clusters Score -3795759 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 26402 members 
Entering Unmasked Estep 
Score: -3795792.750000 Penalty: 3126.935303
	Iteration 40F: 3 clusters Score -3795793 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 26549 members 
Entering Unmasked Estep 
Score: -3795812.250000 Penalty: 3126.935303
	Iteration 41Q: 3 clusters Score -3795812 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 26694 members 
Entering Unmasked Estep 
Score: -3795814.750000 Penalty: 3126.935303
	Iteration 42Q: 3 clusters Score -3795815 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 26841 members 
Entering Unmasked Estep 
Score: -3795841.250000 Penalty: 3126.935303
	Iteration 43Q: 3 clusters Score -3795841 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 26997 members 
Entering Unmasked Estep 
Score: -3795863.750000 Penalty: 3126.935303
	Iteration 44Q: 3 clusters Score -3795864 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 27151 members 
Entering Unmasked Estep 
Score: -3795905.750000 Penalty: 3126.935303
	Iteration 45Q: 3 clusters Score -3795906 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -3795949.500000 Penalty: 3126.935303
	Iteration 46Q: 3 clusters Score -3795950 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 27454 members 
Entering Unmasked Estep 
Score: -3795958.250000 Penalty: 3126.935303
	Iteration 47Q: 3 clusters Score -3795958 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -3795970.250000 Penalty: 3126.935303
	Iteration 48Q: 3 clusters Score -3795970 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 27776 members 
Entering Unmasked Estep 
Score: -3795995.000000 Penalty: 3126.935303
	Iteration 49Q: 3 clusters Score -3795995 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 27942 members 
Entering Unmasked Estep 
Score: -3796032.250000 Penalty: 3126.935303
	Iteration 50Q: 3 clusters Score -3796032 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 28090 members 
Entering Unmasked Estep 
Score: -3796056.000000 Penalty: 3126.935303
	Iteration 51Q: 3 clusters Score -3796056 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 28234 members 
Entering Unmasked Estep 
Score: -3796074.250000 Penalty: 3126.935303
	Iteration 52Q: 3 clusters Score -3796074 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 28403 members 
Entering Unmasked Estep 
Score: -3796089.750000 Penalty: 3126.935303
	Iteration 53Q: 3 clusters Score -3796090 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 28574 members 
Entering Unmasked Estep 
Score: -3796129.750000 Penalty: 3126.935303
	Iteration 54Q: 3 clusters Score -3796130 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 28743 members 
Entering Unmasked Estep 
Score: -3796175.250000 Penalty: 3126.935303
	Iteration 55Q: 3 clusters Score -3796175 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 28898 members 
Entering Unmasked Estep 
Score: -3796189.500000 Penalty: 3126.935303
	Iteration 56Q: 3 clusters Score -3796190 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 29048 members 
Entering Unmasked Estep 
Score: -3796225.000000 Penalty: 3126.935303
	Iteration 57Q: 3 clusters Score -3796225 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 29197 members 
Entering Unmasked Estep 
Score: -3796247.250000 Penalty: 3126.935303
	Iteration 58Q: 3 clusters Score -3796247 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 29343 members 
Entering Unmasked Estep 
Score: -3796289.500000 Penalty: 3126.935303
	Iteration 59Q: 3 clusters Score -3796290 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 29466 members 
Entering Unmasked Estep 
Score: -3796311.500000 Penalty: 3126.935303
	Iteration 60F: 3 clusters Score -3796312 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 29598 members 
Entering Unmasked Estep 
Score: -3796322.750000 Penalty: 3126.935303
	Iteration 61Q: 3 clusters Score -3796323 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 29736 members 
Entering Unmasked Estep 
Score: -3796344.750000 Penalty: 3126.935303
	Iteration 62Q: 3 clusters Score -3796345 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 29866 members 
Entering Unmasked Estep 
Score: -3796365.250000 Penalty: 3126.935303
	Iteration 63Q: 3 clusters Score -3796365 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 30008 members 
Entering Unmasked Estep 
Score: -3796384.250000 Penalty: 3126.935303
	Iteration 64Q: 3 clusters Score -3796384 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 30151 members 
Entering Unmasked Estep 
Score: -3796417.250000 Penalty: 3126.935303
	Iteration 65Q: 3 clusters Score -3796417 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 30290 members 
Entering Unmasked Estep 
Score: -3796461.750000 Penalty: 3126.935303
	Iteration 66Q: 3 clusters Score -3796462 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 30427 members 
Entering Unmasked Estep 
Score: -3796490.250000 Penalty: 3126.935303
	Iteration 67Q: 3 clusters Score -3796490 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 30566 members 
Entering Unmasked Estep 
Score: -3796514.000000 Penalty: 3126.935303
	Iteration 68Q: 3 clusters Score -3796514 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 30696 members 
Entering Unmasked Estep 
Score: -3796539.500000 Penalty: 3126.935303
	Iteration 69Q: 3 clusters Score -3796540 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 30828 members 
Entering Unmasked Estep 
Score: -3796563.250000 Penalty: 3126.935303
	Iteration 70Q: 3 clusters Score -3796563 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 30936 members 
Entering Unmasked Estep 
Score: -3796576.750000 Penalty: 3126.935303
	Iteration 71Q: 3 clusters Score -3796577 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 31044 members 
Entering Unmasked Estep 
Score: -3796593.500000 Penalty: 3126.935303
	Iteration 72Q: 3 clusters Score -3796594 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 31147 members 
Entering Unmasked Estep 
Score: -3796632.250000 Penalty: 3126.935303
	Iteration 73Q: 3 clusters Score -3796632 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 31272 members 
Entering Unmasked Estep 
Score: -3796646.000000 Penalty: 3126.935303
	Iteration 74Q: 3 clusters Score -3796646 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 31414 members 
Entering Unmasked Estep 
Score: -3796670.500000 Penalty: 3126.935303
	Iteration 75Q: 3 clusters Score -3796670 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 31542 members 
Entering Unmasked Estep 
Score: -3796706.250000 Penalty: 3126.935303
	Iteration 76Q: 3 clusters Score -3796706 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 31690 members 
Entering Unmasked Estep 
Score: -3796746.500000 Penalty: 3126.935303
	Iteration 77Q: 3 clusters Score -3796746 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 31831 members 
Entering Unmasked Estep 
Score: -3796777.000000 Penalty: 3126.935303
	Iteration 78Q: 3 clusters Score -3796777 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 31959 members 
Entering Unmasked Estep 
Score: -3796803.750000 Penalty: 3126.935303
	Iteration 79Q: 3 clusters Score -3796804 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 32080 members 
Entering Unmasked Estep 
Score: -3796831.750000 Penalty: 3126.935303
	Iteration 80F: 3 clusters Score -3796832 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 32196 members 
Entering Unmasked Estep 
Score: -3796852.750000 Penalty: 3126.935303
	Iteration 81Q: 3 clusters Score -3796853 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 32294 members 
Entering Unmasked Estep 
Score: -3796878.250000 Penalty: 3126.935303
	Iteration 82Q: 3 clusters Score -3796878 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 32386 members 
Entering Unmasked Estep 
Score: -3796892.500000 Penalty: 3126.935303
	Iteration 83Q: 3 clusters Score -3796892 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 32476 members 
Entering Unmasked Estep 
Score: -3796900.000000 Penalty: 3126.935303
	Iteration 84Q: 3 clusters Score -3796900 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 32546 members 
Entering Unmasked Estep 
Score: -3796926.000000 Penalty: 3126.935303
	Iteration 85Q: 3 clusters Score -3796926 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 32606 members 
Entering Unmasked Estep 
Score: -3796927.500000 Penalty: 3126.935303
	Iteration 86Q: 3 clusters Score -3796928 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 32661 members 
Entering Unmasked Estep 
Score: -3796950.500000 Penalty: 3126.935303
	Iteration 87Q: 3 clusters Score -3796950 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 32709 members 
Entering Unmasked Estep 
Score: -3796964.250000 Penalty: 3126.935303
	Iteration 88Q: 3 clusters Score -3796964 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 32752 members 
Entering Unmasked Estep 
Score: -3796962.500000 Penalty: 3126.935303
	Iteration 89Q: 3 clusters Score -3796962 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 32808 members 
Entering Unmasked Estep 
Score: -3796979.500000 Penalty: 3126.935303
	Iteration 90Q: 3 clusters Score -3796980 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 32879 members 
Entering Unmasked Estep 
Score: -3797006.000000 Penalty: 3126.935303
	Iteration 91Q: 3 clusters Score -3797006 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 32946 members 
Entering Unmasked Estep 
Score: -3797018.250000 Penalty: 3126.935303
	Iteration 92Q: 3 clusters Score -3797018 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 33016 members 
Entering Unmasked Estep 
Score: -3797024.000000 Penalty: 3126.935303
	Iteration 93Q: 3 clusters Score -3797024 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 33075 members 
Entering Unmasked Estep 
Score: -3797040.500000 Penalty: 3126.935303
	Iteration 94Q: 3 clusters Score -3797040 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 33133 members 
Entering Unmasked Estep 
Score: -3797060.500000 Penalty: 3126.935303
	Iteration 95Q: 3 clusters Score -3797060 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 33193 members 
Entering Unmasked Estep 
Score: -3797076.250000 Penalty: 3126.935303
	Iteration 96Q: 3 clusters Score -3797076 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 33257 members 
Entering Unmasked Estep 
Score: -3797092.500000 Penalty: 3126.935303
	Iteration 97Q: 3 clusters Score -3797092 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 33315 members 
Entering Unmasked Estep 
Score: -3797102.000000 Penalty: 3126.935303
	Iteration 98Q: 3 clusters Score -3797102 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 33363 members 
Entering Unmasked Estep 
Score: -3797126.750000 Penalty: 3126.935303
	Iteration 99Q: 3 clusters Score -3797127 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 33418 members 
Entering Unmasked Estep 
Score: -3797131.000000 Penalty: 3126.935303
	Iteration 100F: 3 clusters Score -3797131 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 33470 members 
Entering Unmasked Estep 
Score: -3797159.250000 Penalty: 3126.935303
	Iteration 101Q: 3 clusters Score -3797159 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 33531 members 
Entering Unmasked Estep 
Score: -3797159.500000 Penalty: 3126.935303
	Iteration 102Q: 3 clusters Score -3797160 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 33579 members 
Entering Unmasked Estep 
Score: -3797164.250000 Penalty: 3126.935303
	Iteration 103Q: 3 clusters Score -3797164 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 33629 members 
Entering Unmasked Estep 
Score: -3797173.250000 Penalty: 3126.935303
	Iteration 104Q: 3 clusters Score -3797173 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 33682 members 
Entering Unmasked Estep 
Score: -3797193.750000 Penalty: 3126.935303
	Iteration 105Q: 3 clusters Score -3797194 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 33751 members 
Entering Unmasked Estep 
Score: -3797205.500000 Penalty: 3126.935303
	Iteration 106Q: 3 clusters Score -3797206 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 33819 members 
Entering Unmasked Estep 
Score: -3797219.000000 Penalty: 3126.935303
	Iteration 107Q: 3 clusters Score -3797219 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 33883 members 
Entering Unmasked Estep 
Score: -3797241.000000 Penalty: 3126.935303
	Iteration 108Q: 3 clusters Score -3797241 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 33943 members 
Entering Unmasked Estep 
Score: -3797244.750000 Penalty: 3126.935303
	Iteration 109Q: 3 clusters Score -3797245 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 33983 members 
Entering Unmasked Estep 
Score: -3797261.750000 Penalty: 3126.935303
	Iteration 110Q: 3 clusters Score -3797262 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 34032 members 
Entering Unmasked Estep 
Score: -3797275.000000 Penalty: 3126.935303
	Iteration 111Q: 3 clusters Score -3797275 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 34072 members 
Entering Unmasked Estep 
Score: -3797278.750000 Penalty: 3126.935303
	Iteration 112Q: 3 clusters Score -3797279 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 34111 members 
Entering Unmasked Estep 
Score: -3797290.250000 Penalty: 3126.935303
	Iteration 113Q: 3 clusters Score -3797290 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 34151 members 
Entering Unmasked Estep 
Score: -3797307.000000 Penalty: 3126.935303
	Iteration 114Q: 3 clusters Score -3797307 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 34186 members 
Entering Unmasked Estep 
Score: -3797305.750000 Penalty: 3126.935303
	Iteration 115Q: 3 clusters Score -3797306 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 34212 members 
Entering Unmasked Estep 
Score: -3797311.500000 Penalty: 3126.935303
	Iteration 116Q: 3 clusters Score -3797312 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 34231 members 
Entering Unmasked Estep 
Score: -3797312.500000 Penalty: 3126.935303
	Iteration 117Q: 3 clusters Score -3797312 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 34250 members 
Entering Unmasked Estep 
Score: -3797313.000000 Penalty: 3126.935303
	Iteration 118Q: 3 clusters Score -3797313 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 34270 members 
Entering Unmasked Estep 
Score: -3797327.750000 Penalty: 3126.935303
	Iteration 119Q: 3 clusters Score -3797328 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 34290 members 
Entering Unmasked Estep 
Score: -3797327.500000 Penalty: 3126.935303
	Iteration 120F: 3 clusters Score -3797328 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 34315 members 
Entering Unmasked Estep 
Score: -3797323.000000 Penalty: 3126.935303
	Iteration 121Q: 3 clusters Score -3797323 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 34343 members 
Entering Unmasked Estep 
Score: -3797341.750000 Penalty: 3126.935303
	Iteration 122Q: 3 clusters Score -3797342 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 34363 members 
Entering Unmasked Estep 
Score: -3797346.250000 Penalty: 3126.935303
	Iteration 123Q: 3 clusters Score -3797346 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 34381 members 
Entering Unmasked Estep 
Score: -3797355.500000 Penalty: 3126.935303
	Iteration 124Q: 3 clusters Score -3797356 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 34409 members 
Entering Unmasked Estep 
Score: -3797366.500000 Penalty: 3126.935303
	Iteration 125Q: 3 clusters Score -3797366 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 34434 members 
Entering Unmasked Estep 
Score: -3797381.750000 Penalty: 3126.935303
	Iteration 126Q: 3 clusters Score -3797382 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 34462 members 
Entering Unmasked Estep 
Score: -3797391.250000 Penalty: 3126.935303
	Iteration 127Q: 3 clusters Score -3797391 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 34484 members 
Entering Unmasked Estep 
Score: -3797399.750000 Penalty: 3126.935303
	Iteration 128Q: 3 clusters Score -3797400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 34495 members 
Entering Unmasked Estep 
Score: -3797404.500000 Penalty: 3126.935303
	Iteration 129Q: 3 clusters Score -3797404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 34510 members 
Entering Unmasked Estep 
Score: -3797408.750000 Penalty: 3126.935303
	Iteration 130Q: 3 clusters Score -3797409 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 34523 members 
Entering Unmasked Estep 
Score: -3797411.250000 Penalty: 3126.935303
	Iteration 131Q: 3 clusters Score -3797411 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 34538 members 
Entering Unmasked Estep 
Score: -3797422.750000 Penalty: 3126.935303
	Iteration 132Q: 3 clusters Score -3797423 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 34550 members 
Entering Unmasked Estep 
Score: -3797424.000000 Penalty: 3126.935303
	Iteration 133Q: 3 clusters Score -3797424 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 34567 members 
Entering Unmasked Estep 
Score: -3797409.500000 Penalty: 3126.935303
	Iteration 134Q: 3 clusters Score -3797410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 34582 members 
Entering Unmasked Estep 
Score: -3797419.000000 Penalty: 3126.935303
	Iteration 135Q: 3 clusters Score -3797419 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 34596 members 
Entering Unmasked Estep 
Score: -3797425.000000 Penalty: 3126.935303
	Iteration 136Q: 3 clusters Score -3797425 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 34611 members 
Entering Unmasked Estep 
Score: -3797422.500000 Penalty: 3126.935303
	Iteration 137Q: 3 clusters Score -3797422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 34622 members 
Entering Unmasked Estep 
Score: -3797424.500000 Penalty: 3126.935303
	Iteration 138Q: 3 clusters Score -3797424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 34625 members 
Entering Unmasked Estep 
Score: -3797429.000000 Penalty: 3126.935303
	Iteration 139Q: 3 clusters Score -3797429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 34631 members 
Entering Unmasked Estep 
Score: -3797431.500000 Penalty: 3126.935303
	Iteration 140F: 3 clusters Score -3797432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 34636 members 
Entering Unmasked Estep 
Score: -3797434.750000 Penalty: 3126.935303
	Iteration 141Q: 3 clusters Score -3797435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 34641 members 
Entering Unmasked Estep 
Score: -3797432.500000 Penalty: 3126.935303
	Iteration 142Q: 3 clusters Score -3797432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 34646 members 
Entering Unmasked Estep 
Score: -3797437.750000 Penalty: 3126.935303
	Iteration 143Q: 3 clusters Score -3797438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 34653 members 
Entering Unmasked Estep 
Score: -3797438.250000 Penalty: 3126.935303
	Iteration 144Q: 3 clusters Score -3797438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 34663 members 
Entering Unmasked Estep 
Score: -3797437.500000 Penalty: 3126.935303
	Iteration 145Q: 3 clusters Score -3797438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 34672 members 
Entering Unmasked Estep 
Score: -3797440.750000 Penalty: 3126.935303
	Iteration 146Q: 3 clusters Score -3797441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 34682 members 
Entering Unmasked Estep 
Score: -3797439.250000 Penalty: 3126.935303
	Iteration 147Q: 3 clusters Score -3797439 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 34693 members 
Entering Unmasked Estep 
Score: -3797443.250000 Penalty: 3126.935303
	Iteration 148Q: 3 clusters Score -3797443 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 34704 members 
Entering Unmasked Estep 
Score: -3797445.250000 Penalty: 3126.935303
	Iteration 149Q: 3 clusters Score -3797445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 34712 members 
Entering Unmasked Estep 
Score: -3797442.250000 Penalty: 3126.935303
	Iteration 150Q: 3 clusters Score -3797442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 34723 members 
Entering Unmasked Estep 
Score: -3797444.250000 Penalty: 3126.935303
	Iteration 151Q: 3 clusters Score -3797444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 34735 members 
Entering Unmasked Estep 
Score: -3797454.250000 Penalty: 3126.935303
	Iteration 152Q: 3 clusters Score -3797454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 34747 members 
Entering Unmasked Estep 
Score: -3797451.500000 Penalty: 3126.935303
	Iteration 153Q: 3 clusters Score -3797452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 34757 members 
Entering Unmasked Estep 
Score: -3797457.500000 Penalty: 3126.935303
	Iteration 154Q: 3 clusters Score -3797458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 34763 members 
Entering Unmasked Estep 
Score: -3797453.250000 Penalty: 3126.935303
	Iteration 155Q: 3 clusters Score -3797453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 34770 members 
Entering Unmasked Estep 
Score: -3797451.500000 Penalty: 3126.935303
	Iteration 156Q: 3 clusters Score -3797452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 34773 members 
Entering Unmasked Estep 
Score: -3797452.750000 Penalty: 3126.935303
	Iteration 157Q: 3 clusters Score -3797453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 34773 members 
Entering Unmasked Estep 
Score: -3797452.750000 Penalty: 3126.935303
	Iteration 158F: 3 clusters Score -3797453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Entering Unmasked Estep 
Score: -670659.250000 Penalty: 1304.137695
	Iteration 0F: 2 clusters Score -670659.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -666120.312500 Penalty: 2608.275391
	Iteration 0F: 3 clusters Score -666120.3 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -667519.125000 Penalty: 2608.275391
	Iteration 1F: 3 clusters Score -667519.1 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -667725.000000 Penalty: 2608.275391
	Iteration 2F: 3 clusters Score -667725 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -667855.125000 Penalty: 2608.275391
	Iteration 3Q: 3 clusters Score -667855.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -667941.000000 Penalty: 2608.275391
	Iteration 4Q: 3 clusters Score -667941 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -668019.375000 Penalty: 2608.275391
	Iteration 5Q: 3 clusters Score -668019.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -668092.875000 Penalty: 2608.275391
	Iteration 6Q: 3 clusters Score -668092.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -668167.000000 Penalty: 2608.275391
	Iteration 7Q: 3 clusters Score -668167 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -668243.437500 Penalty: 2608.275391
	Iteration 8Q: 3 clusters Score -668243.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -668321.062500 Penalty: 2608.275391
	Iteration 9Q: 3 clusters Score -668321.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -668421.437500 Penalty: 2608.275391
	Iteration 10Q: 3 clusters Score -668421.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -668538.250000 Penalty: 2608.275391
	Iteration 11Q: 3 clusters Score -668538.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -668674.375000 Penalty: 2608.275391
	Iteration 12Q: 3 clusters Score -668674.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -668827.687500 Penalty: 2608.275391
	Iteration 13Q: 3 clusters Score -668827.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -668964.250000 Penalty: 2608.275391
	Iteration 14Q: 3 clusters Score -668964.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -669109.500000 Penalty: 2608.275391
	Iteration 15Q: 3 clusters Score -669109.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -669250.437500 Penalty: 2608.275391
	Iteration 16Q: 3 clusters Score -669250.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -669363.250000 Penalty: 2608.275391
	Iteration 17Q: 3 clusters Score -669363.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -669463.750000 Penalty: 2608.275391
	Iteration 18Q: 3 clusters Score -669463.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -669542.750000 Penalty: 2608.275391
	Iteration 19Q: 3 clusters Score -669542.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -669591.062500 Penalty: 2608.275391
	Iteration 20F: 3 clusters Score -669591.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -669615.687500 Penalty: 2608.275391
	Iteration 21Q: 3 clusters Score -669615.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -669635.250000 Penalty: 2608.275391
	Iteration 22Q: 3 clusters Score -669635.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -669650.937500 Penalty: 2608.275391
	Iteration 23Q: 3 clusters Score -669650.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -669668.625000 Penalty: 2608.275391
	Iteration 24Q: 3 clusters Score -669668.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -669681.437500 Penalty: 2608.275391
	Iteration 25Q: 3 clusters Score -669681.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -669688.625000 Penalty: 2608.275391
	Iteration 26Q: 3 clusters Score -669688.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -669694.000000 Penalty: 2608.275391
	Iteration 27Q: 3 clusters Score -669694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -669698.187500 Penalty: 2608.275391
	Iteration 28Q: 3 clusters Score -669698.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -669701.375000 Penalty: 2608.275391
	Iteration 29Q: 3 clusters Score -669701.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -669704.562500 Penalty: 2608.275391
	Iteration 30Q: 3 clusters Score -669704.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -669703.687500 Penalty: 2608.275391
	Iteration 31Q: 3 clusters Score -669703.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -669703.687500 Penalty: 2608.275391
	Iteration 32F: 3 clusters Score -669703.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (14838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Entering Unmasked Estep 
Score: -1540955.000000 Penalty: 1429.216187
	Iteration 0F: 2 clusters Score -1540955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1531229.000000 Penalty: 2858.432373
	Iteration 0F: 3 clusters Score -1531229 nChanged 6377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1534644.875000 Penalty: 2858.432373
	Iteration 1F: 3 clusters Score -1534645 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1535140.375000 Penalty: 2858.432373
	Iteration 2F: 3 clusters Score -1535140 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1535694.000000 Penalty: 2858.432373
	Iteration 3F: 3 clusters Score -1535694 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1536267.000000 Penalty: 2858.432373
	Iteration 4F: 3 clusters Score -1536267 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1536987.125000 Penalty: 2858.432373
	Iteration 5F: 3 clusters Score -1536987 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1537710.125000 Penalty: 2858.432373
	Iteration 6F: 3 clusters Score -1537710 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1538347.000000 Penalty: 2858.432373
	Iteration 7F: 3 clusters Score -1538347 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1538853.625000 Penalty: 2858.432373
	Iteration 8Q: 3 clusters Score -1538854 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1539193.750000 Penalty: 2858.432373
	Iteration 9Q: 3 clusters Score -1539194 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1539430.625000 Penalty: 2858.432373
	Iteration 10Q: 3 clusters Score -1539431 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1539589.125000 Penalty: 2858.432373
	Iteration 11Q: 3 clusters Score -1539589 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1539703.250000 Penalty: 2858.432373
	Iteration 12Q: 3 clusters Score -1539703 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1539772.000000 Penalty: 2858.432373
	Iteration 13Q: 3 clusters Score -1539772 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1539823.125000 Penalty: 2858.432373
	Iteration 14Q: 3 clusters Score -1539823 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1539863.750000 Penalty: 2858.432373
	Iteration 15Q: 3 clusters Score -1539864 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1539889.250000 Penalty: 2858.432373
	Iteration 16Q: 3 clusters Score -1539889 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1539901.250000 Penalty: 2858.432373
	Iteration 17Q: 3 clusters Score -1539901 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1539913.000000 Penalty: 2858.432373
	Iteration 18Q: 3 clusters Score -1539913 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1539925.625000 Penalty: 2858.432373
	Iteration 19Q: 3 clusters Score -1539926 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1539935.875000 Penalty: 2858.432373
	Iteration 20F: 3 clusters Score -1539936 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1539948.625000 Penalty: 2858.432373
	Iteration 21Q: 3 clusters Score -1539949 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1539955.625000 Penalty: 2858.432373
	Iteration 22Q: 3 clusters Score -1539956 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1539965.875000 Penalty: 2858.432373
	Iteration 23Q: 3 clusters Score -1539966 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1539971.500000 Penalty: 2858.432373
	Iteration 24Q: 3 clusters Score -1539972 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1539972.375000 Penalty: 2858.432373
	Iteration 25Q: 3 clusters Score -1539972 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1539975.750000 Penalty: 2858.432373
	Iteration 26Q: 3 clusters Score -1539976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1539974.875000 Penalty: 2858.432373
	Iteration 27Q: 3 clusters Score -1539975 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1539973.250000 Penalty: 2858.432373
	Iteration 28Q: 3 clusters Score -1539973 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1539974.125000 Penalty: 2858.432373
	Iteration 29Q: 3 clusters Score -1539974 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1539979.000000 Penalty: 2858.432373
	Iteration 30Q: 3 clusters Score -1539979 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1539980.625000 Penalty: 2858.432373
	Iteration 31Q: 3 clusters Score -1539981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1539981.000000 Penalty: 2858.432373
	Iteration 32Q: 3 clusters Score -1539981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1539982.875000 Penalty: 2858.432373
	Iteration 33Q: 3 clusters Score -1539983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1539984.500000 Penalty: 2858.432373
	Iteration 34Q: 3 clusters Score -1539984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1539981.500000 Penalty: 2858.432373
	Iteration 35Q: 3 clusters Score -1539982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1539983.500000 Penalty: 2858.432373
	Iteration 36Q: 3 clusters Score -1539984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1539983.500000 Penalty: 2858.432373
	Iteration 37Q: 3 clusters Score -1539984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1539984.500000 Penalty: 2858.432373
	Iteration 38Q: 3 clusters Score -1539984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1539984.500000 Penalty: 2858.432373
	Iteration 39Q: 3 clusters Score -1539984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1539985.000000 Penalty: 2858.432373
	Iteration 40F: 3 clusters Score -1539985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1539987.625000 Penalty: 2858.432373
	Iteration 41Q: 3 clusters Score -1539988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1539987.250000 Penalty: 2858.432373
	Iteration 42Q: 3 clusters Score -1539987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1539990.375000 Penalty: 2858.432373
	Iteration 43Q: 3 clusters Score -1539990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1539989.000000 Penalty: 2858.432373
	Iteration 44Q: 3 clusters Score -1539989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1539986.875000 Penalty: 2858.432373
	Iteration 45Q: 3 clusters Score -1539987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1539987.125000 Penalty: 2858.432373
	Iteration 46Q: 3 clusters Score -1539987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1539989.250000 Penalty: 2858.432373
	Iteration 47Q: 3 clusters Score -1539989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1539989.125000 Penalty: 2858.432373
	Iteration 48Q: 3 clusters Score -1539989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1539988.375000 Penalty: 2858.432373
	Iteration 49Q: 3 clusters Score -1539988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1539985.000000 Penalty: 2858.432373
	Iteration 50Q: 3 clusters Score -1539985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1539985.125000 Penalty: 2858.432373
	Iteration 51Q: 3 clusters Score -1539985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1539985.750000 Penalty: 2858.432373
	Iteration 52Q: 3 clusters Score -1539986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1539992.375000 Penalty: 2858.432373
	Iteration 53Q: 3 clusters Score -1539992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1539989.875000 Penalty: 2858.432373
	Iteration 54Q: 3 clusters Score -1539990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1539990.000000 Penalty: 2858.432373
	Iteration 55Q: 3 clusters Score -1539990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1539990.750000 Penalty: 2858.432373
	Iteration 56Q: 3 clusters Score -1539991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1539990.125000 Penalty: 2858.432373
	Iteration 57Q: 3 clusters Score -1539990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1539990.250000 Penalty: 2858.432373
	Iteration 58Q: 3 clusters Score -1539990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1539991.500000 Penalty: 2858.432373
	Iteration 59Q: 3 clusters Score -1539992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1539991.500000 Penalty: 2858.432373
	Iteration 60F: 3 clusters Score -1539992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (19766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Entering Unmasked Estep 
Score: -1961567.875000 Penalty: 1471.887817
	Iteration 0F: 2 clusters Score -1961568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1948647.125000 Penalty: 2943.775635
	Iteration 0F: 3 clusters Score -1948647 nChanged 8717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1953533.125000 Penalty: 2943.775635
	Iteration 1F: 3 clusters Score -1953533 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -1954112.125000 Penalty: 2943.775635
	Iteration 2F: 3 clusters Score -1954112 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1954623.500000 Penalty: 2943.775635
	Iteration 3F: 3 clusters Score -1954624 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -1955160.625000 Penalty: 2943.775635
	Iteration 4F: 3 clusters Score -1955161 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -1955695.000000 Penalty: 2943.775635
	Iteration 5Q: 3 clusters Score -1955695 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -1956281.875000 Penalty: 2943.775635
	Iteration 6Q: 3 clusters Score -1956282 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -1956942.250000 Penalty: 2943.775635
	Iteration 7Q: 3 clusters Score -1956942 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -1957635.125000 Penalty: 2943.775635
	Iteration 8Q: 3 clusters Score -1957635 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -1958332.750000 Penalty: 2943.775635
	Iteration 9Q: 3 clusters Score -1958333 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -1958955.500000 Penalty: 2943.775635
	Iteration 10Q: 3 clusters Score -1958956 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -1959449.250000 Penalty: 2943.775635
	Iteration 11Q: 3 clusters Score -1959449 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -1959868.750000 Penalty: 2943.775635
	Iteration 12Q: 3 clusters Score -1959869 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -1960229.000000 Penalty: 2943.775635
	Iteration 13Q: 3 clusters Score -1960229 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -1960492.375000 Penalty: 2943.775635
	Iteration 14Q: 3 clusters Score -1960492 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -1960682.250000 Penalty: 2943.775635
	Iteration 15Q: 3 clusters Score -1960682 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -1960798.500000 Penalty: 2943.775635
	Iteration 16Q: 3 clusters Score -1960798 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -1960879.250000 Penalty: 2943.775635
	Iteration 17Q: 3 clusters Score -1960879 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -1960945.375000 Penalty: 2943.775635
	Iteration 18Q: 3 clusters Score -1960945 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -1960974.375000 Penalty: 2943.775635
	Iteration 19Q: 3 clusters Score -1960974 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -1961001.750000 Penalty: 2943.775635
	Iteration 20F: 3 clusters Score -1961002 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -1961024.750000 Penalty: 2943.775635
	Iteration 21Q: 3 clusters Score -1961025 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -1961037.000000 Penalty: 2943.775635
	Iteration 22Q: 3 clusters Score -1961037 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -1961044.500000 Penalty: 2943.775635
	Iteration 23Q: 3 clusters Score -1961044 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -1961043.625000 Penalty: 2943.775635
	Iteration 24Q: 3 clusters Score -1961044 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -1961047.000000 Penalty: 2943.775635
	Iteration 25Q: 3 clusters Score -1961047 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -1961045.875000 Penalty: 2943.775635
	Iteration 26Q: 3 clusters Score -1961046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -1961048.375000 Penalty: 2943.775635
	Iteration 27Q: 3 clusters Score -1961048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -1961046.250000 Penalty: 2943.775635
	Iteration 28Q: 3 clusters Score -1961046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -1961048.000000 Penalty: 2943.775635
	Iteration 29Q: 3 clusters Score -1961048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -1961048.000000 Penalty: 2943.775635
	Iteration 30F: 3 clusters Score -1961048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (37486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37486 members 
Entering Unmasked Estep 
Score: -3873545.250000 Penalty: 1567.120361
	Iteration 0F: 2 clusters Score -3873545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -3849111.750000 Penalty: 3134.240723
	Iteration 0F: 3 clusters Score -3849112 nChanged 16988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -3858252.000000 Penalty: 3134.240723
	Iteration 1F: 3 clusters Score -3858252 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -3858812.250000 Penalty: 3134.240723
	Iteration 2Q: 3 clusters Score -3858812 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -3859377.500000 Penalty: 3134.240723
	Iteration 3Q: 3 clusters Score -3859378 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -3859971.500000 Penalty: 3134.240723
	Iteration 4Q: 3 clusters Score -3859972 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -3860805.750000 Penalty: 3134.240723
	Iteration 5Q: 3 clusters Score -3860806 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -3861940.000000 Penalty: 3134.240723
	Iteration 6F: 3 clusters Score -3861940 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -3863315.250000 Penalty: 3134.240723
	Iteration 7F: 3 clusters Score -3863315 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -3864794.750000 Penalty: 3134.240723
	Iteration 8F: 3 clusters Score -3864795 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27115 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -3866082.750000 Penalty: 3134.240723
	Iteration 9F: 3 clusters Score -3866083 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28532 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -3867148.500000 Penalty: 3134.240723
	Iteration 10Q: 3 clusters Score -3867148 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29784 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -3867973.000000 Penalty: 3134.240723
	Iteration 11Q: 3 clusters Score -3867973 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30916 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -3868664.000000 Penalty: 3134.240723
	Iteration 12Q: 3 clusters Score -3868664 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31960 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -3869320.250000 Penalty: 3134.240723
	Iteration 13Q: 3 clusters Score -3869320 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32868 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -3869896.750000 Penalty: 3134.240723
	Iteration 14Q: 3 clusters Score -3869897 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33667 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -3870402.750000 Penalty: 3134.240723
	Iteration 15Q: 3 clusters Score -3870403 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34320 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -3870800.000000 Penalty: 3134.240723
	Iteration 16Q: 3 clusters Score -3870800 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34850 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -3871174.500000 Penalty: 3134.240723
	Iteration 17Q: 3 clusters Score -3871174 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35266 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -3871430.500000 Penalty: 3134.240723
	Iteration 18Q: 3 clusters Score -3871430 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35613 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -3871656.000000 Penalty: 3134.240723
	Iteration 19Q: 3 clusters Score -3871656 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35871 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -3871812.750000 Penalty: 3134.240723
	Iteration 20F: 3 clusters Score -3871813 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36043 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -3871927.500000 Penalty: 3134.240723
	Iteration 21Q: 3 clusters Score -3871928 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36190 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -3872014.250000 Penalty: 3134.240723
	Iteration 22Q: 3 clusters Score -3872014 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36286 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -3872077.500000 Penalty: 3134.240723
	Iteration 23Q: 3 clusters Score -3872078 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36370 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -3872146.000000 Penalty: 3134.240723
	Iteration 24Q: 3 clusters Score -3872146 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36427 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -3872186.500000 Penalty: 3134.240723
	Iteration 25Q: 3 clusters Score -3872186 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36477 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -3872204.500000 Penalty: 3134.240723
	Iteration 26Q: 3 clusters Score -3872204 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36518 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -3872228.000000 Penalty: 3134.240723
	Iteration 27Q: 3 clusters Score -3872228 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36563 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -3872250.000000 Penalty: 3134.240723
	Iteration 28Q: 3 clusters Score -3872250 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36589 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -3872260.000000 Penalty: 3134.240723
	Iteration 29Q: 3 clusters Score -3872260 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36618 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -3872282.500000 Penalty: 3134.240723
	Iteration 30Q: 3 clusters Score -3872282 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36640 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3872289.500000 Penalty: 3134.240723
	Iteration 31Q: 3 clusters Score -3872290 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36660 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -3872292.000000 Penalty: 3134.240723
	Iteration 32Q: 3 clusters Score -3872292 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36683 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3872307.250000 Penalty: 3134.240723
	Iteration 33Q: 3 clusters Score -3872307 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36705 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -3872320.000000 Penalty: 3134.240723
	Iteration 34Q: 3 clusters Score -3872320 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36726 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3872332.500000 Penalty: 3134.240723
	Iteration 35Q: 3 clusters Score -3872332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36741 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -3872341.250000 Penalty: 3134.240723
	Iteration 36Q: 3 clusters Score -3872341 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36755 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -3872345.000000 Penalty: 3134.240723
	Iteration 37Q: 3 clusters Score -3872345 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36766 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -3872345.750000 Penalty: 3134.240723
	Iteration 38Q: 3 clusters Score -3872346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36773 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -3872346.000000 Penalty: 3134.240723
	Iteration 39Q: 3 clusters Score -3872346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36782 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -3872361.750000 Penalty: 3134.240723
	Iteration 40F: 3 clusters Score -3872362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36793 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -3872366.750000 Penalty: 3134.240723
	Iteration 41Q: 3 clusters Score -3872367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36801 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -3872370.750000 Penalty: 3134.240723
	Iteration 42Q: 3 clusters Score -3872371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36813 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -3872376.500000 Penalty: 3134.240723
	Iteration 43Q: 3 clusters Score -3872376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36821 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -3872379.750000 Penalty: 3134.240723
	Iteration 44Q: 3 clusters Score -3872380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36827 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -3872383.000000 Penalty: 3134.240723
	Iteration 45Q: 3 clusters Score -3872383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36830 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -3872387.500000 Penalty: 3134.240723
	Iteration 46Q: 3 clusters Score -3872388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36830 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -3872385.750000 Penalty: 3134.240723
	Iteration 47Q: 3 clusters Score -3872386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36832 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -3872389.500000 Penalty: 3134.240723
	Iteration 48Q: 3 clusters Score -3872390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36837 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -3872398.750000 Penalty: 3134.240723
	Iteration 49Q: 3 clusters Score -3872399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -3872399.500000 Penalty: 3134.240723
	Iteration 50Q: 3 clusters Score -3872400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36842 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -3872398.250000 Penalty: 3134.240723
	Iteration 51Q: 3 clusters Score -3872398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36846 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -3872401.250000 Penalty: 3134.240723
	Iteration 52Q: 3 clusters Score -3872401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36847 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3872403.750000 Penalty: 3134.240723
	Iteration 53Q: 3 clusters Score -3872404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36847 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3872403.750000 Penalty: 3134.240723
	Iteration 54F: 3 clusters Score -3872404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (10783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Entering Unmasked Estep 
Score: -1039270.125000 Penalty: 1381.716187
	Iteration 0F: 2 clusters Score -1039270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1032036.500000 Penalty: 2763.432373
	Iteration 0F: 3 clusters Score -1032036 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1034350.625000 Penalty: 2763.432373
	Iteration 1F: 3 clusters Score -1034351 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1034619.750000 Penalty: 2763.432373
	Iteration 2F: 3 clusters Score -1034620 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1034823.000000 Penalty: 2763.432373
	Iteration 3Q: 3 clusters Score -1034823 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1035015.375000 Penalty: 2763.432373
	Iteration 4Q: 3 clusters Score -1035015 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1035217.250000 Penalty: 2763.432373
	Iteration 5Q: 3 clusters Score -1035217 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1035423.750000 Penalty: 2763.432373
	Iteration 6Q: 3 clusters Score -1035424 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1035676.625000 Penalty: 2763.432373
	Iteration 7Q: 3 clusters Score -1035677 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1035995.750000 Penalty: 2763.432373
	Iteration 8Q: 3 clusters Score -1035996 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1036337.062500 Penalty: 2763.432373
	Iteration 9Q: 3 clusters Score -1036337 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1036720.000000 Penalty: 2763.432373
	Iteration 10Q: 3 clusters Score -1036720 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1037104.625000 Penalty: 2763.432373
	Iteration 11Q: 3 clusters Score -1037105 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1037518.437500 Penalty: 2763.432373
	Iteration 12Q: 3 clusters Score -1037518 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1037881.937500 Penalty: 2763.432373
	Iteration 13Q: 3 clusters Score -1037882 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1038202.187500 Penalty: 2763.432373
	Iteration 14Q: 3 clusters Score -1038202 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1038441.437500 Penalty: 2763.432373
	Iteration 15Q: 3 clusters Score -1038441 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1038645.125000 Penalty: 2763.432373
	Iteration 16Q: 3 clusters Score -1038645 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1038808.937500 Penalty: 2763.432373
	Iteration 17Q: 3 clusters Score -1038809 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1038958.187500 Penalty: 2763.432373
	Iteration 18Q: 3 clusters Score -1038958 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1039095.000000 Penalty: 2763.432373
	Iteration 19Q: 3 clusters Score -1039095 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1039177.625000 Penalty: 2763.432373
	Iteration 20F: 3 clusters Score -1039178 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1039218.562500 Penalty: 2763.432373
	Iteration 21Q: 3 clusters Score -1039219 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1039240.187500 Penalty: 2763.432373
	Iteration 22Q: 3 clusters Score -1039240 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1039252.812500 Penalty: 2763.432373
	Iteration 23Q: 3 clusters Score -1039253 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1039259.000000 Penalty: 2763.432373
	Iteration 24Q: 3 clusters Score -1039259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1039256.750000 Penalty: 2763.432373
	Iteration 25Q: 3 clusters Score -1039257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1039258.500000 Penalty: 2763.432373
	Iteration 26Q: 3 clusters Score -1039258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1039258.500000 Penalty: 2763.432373
	Iteration 27F: 3 clusters Score -1039258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Entering Unmasked Estep 
Score: -932632.375000 Penalty: 1357.751465
	Iteration 0F: 2 clusters Score -932632.4 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 4559 members 
Entering Unmasked Estep 
Score: -926379.250000 Penalty: 2715.502930
	Iteration 0F: 3 clusters Score -926379.2 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -928399.000000 Penalty: 2715.502930
	Iteration 1F: 3 clusters Score -928399 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -928690.750000 Penalty: 2715.502930
	Iteration 2F: 3 clusters Score -928690.8 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -928893.937500 Penalty: 2715.502930
	Iteration 3F: 3 clusters Score -928893.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -929028.500000 Penalty: 2715.502930
	Iteration 4Q: 3 clusters Score -929028.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -929152.250000 Penalty: 2715.502930
	Iteration 5Q: 3 clusters Score -929152.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -929279.250000 Penalty: 2715.502930
	Iteration 6Q: 3 clusters Score -929279.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -929405.000000 Penalty: 2715.502930
	Iteration 7Q: 3 clusters Score -929405 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -929535.625000 Penalty: 2715.502930
	Iteration 8Q: 3 clusters Score -929535.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -929669.875000 Penalty: 2715.502930
	Iteration 9Q: 3 clusters Score -929669.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -929817.000000 Penalty: 2715.502930
	Iteration 10Q: 3 clusters Score -929817 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -929983.875000 Penalty: 2715.502930
	Iteration 11Q: 3 clusters Score -929983.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -930186.687500 Penalty: 2715.502930
	Iteration 12Q: 3 clusters Score -930186.7 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -930435.312500 Penalty: 2715.502930
	Iteration 13Q: 3 clusters Score -930435.3 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -930674.812500 Penalty: 2715.502930
	Iteration 14Q: 3 clusters Score -930674.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -930871.812500 Penalty: 2715.502930
	Iteration 15Q: 3 clusters Score -930871.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -931023.625000 Penalty: 2715.502930
	Iteration 16Q: 3 clusters Score -931023.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -931138.062500 Penalty: 2715.502930
	Iteration 17Q: 3 clusters Score -931138.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -931225.562500 Penalty: 2715.502930
	Iteration 18Q: 3 clusters Score -931225.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -931286.562500 Penalty: 2715.502930
	Iteration 19Q: 3 clusters Score -931286.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -931318.062500 Penalty: 2715.502930
	Iteration 20F: 3 clusters Score -931318.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -931348.000000 Penalty: 2715.502930
	Iteration 21Q: 3 clusters Score -931348 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -931371.000000 Penalty: 2715.502930
	Iteration 22Q: 3 clusters Score -931371 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -931392.625000 Penalty: 2715.502930
	Iteration 23Q: 3 clusters Score -931392.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -931403.875000 Penalty: 2715.502930
	Iteration 24Q: 3 clusters Score -931403.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -931415.437500 Penalty: 2715.502930
	Iteration 25Q: 3 clusters Score -931415.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -931425.187500 Penalty: 2715.502930
	Iteration 26Q: 3 clusters Score -931425.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -931429.187500 Penalty: 2715.502930
	Iteration 27Q: 3 clusters Score -931429.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -931436.187500 Penalty: 2715.502930
	Iteration 28Q: 3 clusters Score -931436.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -931443.500000 Penalty: 2715.502930
	Iteration 29Q: 3 clusters Score -931443.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -931451.562500 Penalty: 2715.502930
	Iteration 30Q: 3 clusters Score -931451.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -931459.187500 Penalty: 2715.502930
	Iteration 31Q: 3 clusters Score -931459.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -931462.250000 Penalty: 2715.502930
	Iteration 32Q: 3 clusters Score -931462.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -931471.937500 Penalty: 2715.502930
	Iteration 33Q: 3 clusters Score -931471.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -931475.687500 Penalty: 2715.502930
	Iteration 34Q: 3 clusters Score -931475.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -931481.812500 Penalty: 2715.502930
	Iteration 35Q: 3 clusters Score -931481.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -931490.562500 Penalty: 2715.502930
	Iteration 36Q: 3 clusters Score -931490.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -931498.687500 Penalty: 2715.502930
	Iteration 37Q: 3 clusters Score -931498.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -931500.062500 Penalty: 2715.502930
	Iteration 38Q: 3 clusters Score -931500.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -931506.000000 Penalty: 2715.502930
	Iteration 39Q: 3 clusters Score -931506 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -931512.000000 Penalty: 2715.502930
	Iteration 40F: 3 clusters Score -931512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -931515.625000 Penalty: 2715.502930
	Iteration 41Q: 3 clusters Score -931515.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -931519.750000 Penalty: 2715.502930
	Iteration 42Q: 3 clusters Score -931519.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -931524.375000 Penalty: 2715.502930
	Iteration 43Q: 3 clusters Score -931524.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -931527.375000 Penalty: 2715.502930
	Iteration 44Q: 3 clusters Score -931527.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -931531.500000 Penalty: 2715.502930
	Iteration 45Q: 3 clusters Score -931531.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -931537.812500 Penalty: 2715.502930
	Iteration 46Q: 3 clusters Score -931537.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -931541.250000 Penalty: 2715.502930
	Iteration 47Q: 3 clusters Score -931541.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -931548.937500 Penalty: 2715.502930
	Iteration 48Q: 3 clusters Score -931548.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -931552.125000 Penalty: 2715.502930
	Iteration 49Q: 3 clusters Score -931552.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -931558.375000 Penalty: 2715.502930
	Iteration 50Q: 3 clusters Score -931558.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -931563.437500 Penalty: 2715.502930
	Iteration 51Q: 3 clusters Score -931563.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -931567.125000 Penalty: 2715.502930
	Iteration 52Q: 3 clusters Score -931567.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -931575.812500 Penalty: 2715.502930
	Iteration 53Q: 3 clusters Score -931575.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -931581.437500 Penalty: 2715.502930
	Iteration 54Q: 3 clusters Score -931581.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -931584.812500 Penalty: 2715.502930
	Iteration 55Q: 3 clusters Score -931584.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -931585.750000 Penalty: 2715.502930
	Iteration 56Q: 3 clusters Score -931585.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -931589.125000 Penalty: 2715.502930
	Iteration 57Q: 3 clusters Score -931589.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -931594.375000 Penalty: 2715.502930
	Iteration 58Q: 3 clusters Score -931594.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -931597.187500 Penalty: 2715.502930
	Iteration 59Q: 3 clusters Score -931597.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -931602.000000 Penalty: 2715.502930
	Iteration 60F: 3 clusters Score -931602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -931604.062500 Penalty: 2715.502930
	Iteration 61Q: 3 clusters Score -931604.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -931602.875000 Penalty: 2715.502930
	Iteration 62Q: 3 clusters Score -931602.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -931609.062500 Penalty: 2715.502930
	Iteration 63Q: 3 clusters Score -931609.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -931610.562500 Penalty: 2715.502930
	Iteration 64Q: 3 clusters Score -931610.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -931613.500000 Penalty: 2715.502930
	Iteration 65Q: 3 clusters Score -931613.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -931615.625000 Penalty: 2715.502930
	Iteration 66Q: 3 clusters Score -931615.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -931619.000000 Penalty: 2715.502930
	Iteration 67Q: 3 clusters Score -931619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -931616.500000 Penalty: 2715.502930
	Iteration 68Q: 3 clusters Score -931616.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -931617.875000 Penalty: 2715.502930
	Iteration 69Q: 3 clusters Score -931617.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -931618.812500 Penalty: 2715.502930
	Iteration 70Q: 3 clusters Score -931618.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -931618.875000 Penalty: 2715.502930
	Iteration 71Q: 3 clusters Score -931618.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -931619.500000 Penalty: 2715.502930
	Iteration 72Q: 3 clusters Score -931619.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -931619.500000 Penalty: 2715.502930
	Iteration 73F: 3 clusters Score -931619.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Entering Unmasked Estep 
Score: -89082.914062 Penalty: 1025.926880
	Iteration 0F: 2 clusters Score -89082.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -87817.929688 Penalty: 2051.853760
	Iteration 0F: 3 clusters Score -87817.93 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -88085.835938 Penalty: 2051.853760
	Iteration 1F: 3 clusters Score -88085.84 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -88187.351562 Penalty: 2051.853760
	Iteration 2F: 3 clusters Score -88187.35 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -88241.804688 Penalty: 2051.853760
	Iteration 3Q: 3 clusters Score -88241.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -88287.250000 Penalty: 2051.853760
	Iteration 4Q: 3 clusters Score -88287.25 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -88318.703125 Penalty: 2051.853760
	Iteration 5Q: 3 clusters Score -88318.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -88330.890625 Penalty: 2051.853760
	Iteration 6Q: 3 clusters Score -88330.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -88343.210938 Penalty: 2051.853760
	Iteration 7Q: 3 clusters Score -88343.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -88354.679688 Penalty: 2051.853760
	Iteration 8Q: 3 clusters Score -88354.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -88363.828125 Penalty: 2051.853760
	Iteration 9Q: 3 clusters Score -88363.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -88375.484375 Penalty: 2051.853760
	Iteration 10Q: 3 clusters Score -88375.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -88381.859375 Penalty: 2051.853760
	Iteration 11Q: 3 clusters Score -88381.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -88387.945312 Penalty: 2051.853760
	Iteration 12Q: 3 clusters Score -88387.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -88392.312500 Penalty: 2051.853760
	Iteration 13Q: 3 clusters Score -88392.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -88394.476562 Penalty: 2051.853760
	Iteration 14Q: 3 clusters Score -88394.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -88395.890625 Penalty: 2051.853760
	Iteration 15Q: 3 clusters Score -88395.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -88395.890625 Penalty: 2051.853760
	Iteration 16F: 3 clusters Score -88395.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (7996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Entering Unmasked Estep 
Score: -829172.312500 Penalty: 1337.220459
	Iteration 0F: 2 clusters Score -829172.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -823631.000000 Penalty: 2674.440918
	Iteration 0F: 3 clusters Score -823631 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -825456.125000 Penalty: 2674.440918
	Iteration 1F: 3 clusters Score -825456.1 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -825743.750000 Penalty: 2674.440918
	Iteration 2F: 3 clusters Score -825743.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -825940.375000 Penalty: 2674.440918
	Iteration 3F: 3 clusters Score -825940.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -826081.875000 Penalty: 2674.440918
	Iteration 4Q: 3 clusters Score -826081.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -826197.687500 Penalty: 2674.440918
	Iteration 5Q: 3 clusters Score -826197.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -826288.437500 Penalty: 2674.440918
	Iteration 6Q: 3 clusters Score -826288.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -826378.500000 Penalty: 2674.440918
	Iteration 7Q: 3 clusters Score -826378.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -826459.000000 Penalty: 2674.440918
	Iteration 8Q: 3 clusters Score -826459 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -826548.687500 Penalty: 2674.440918
	Iteration 9Q: 3 clusters Score -826548.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -826641.437500 Penalty: 2674.440918
	Iteration 10Q: 3 clusters Score -826641.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -826740.250000 Penalty: 2674.440918
	Iteration 11Q: 3 clusters Score -826740.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -826856.500000 Penalty: 2674.440918
	Iteration 12Q: 3 clusters Score -826856.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -826983.125000 Penalty: 2674.440918
	Iteration 13Q: 3 clusters Score -826983.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -827127.062500 Penalty: 2674.440918
	Iteration 14Q: 3 clusters Score -827127.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -827265.187500 Penalty: 2674.440918
	Iteration 15Q: 3 clusters Score -827265.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -827392.250000 Penalty: 2674.440918
	Iteration 16Q: 3 clusters Score -827392.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -827491.875000 Penalty: 2674.440918
	Iteration 17Q: 3 clusters Score -827491.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -827575.812500 Penalty: 2674.440918
	Iteration 18Q: 3 clusters Score -827575.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -827642.500000 Penalty: 2674.440918
	Iteration 19Q: 3 clusters Score -827642.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -827709.625000 Penalty: 2674.440918
	Iteration 20F: 3 clusters Score -827709.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -827779.062500 Penalty: 2674.440918
	Iteration 21Q: 3 clusters Score -827779.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -827843.875000 Penalty: 2674.440918
	Iteration 22Q: 3 clusters Score -827843.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -827905.500000 Penalty: 2674.440918
	Iteration 23Q: 3 clusters Score -827905.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -827952.250000 Penalty: 2674.440918
	Iteration 24Q: 3 clusters Score -827952.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -827985.125000 Penalty: 2674.440918
	Iteration 25Q: 3 clusters Score -827985.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -828010.125000 Penalty: 2674.440918
	Iteration 26Q: 3 clusters Score -828010.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -828030.625000 Penalty: 2674.440918
	Iteration 27Q: 3 clusters Score -828030.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -828053.500000 Penalty: 2674.440918
	Iteration 28Q: 3 clusters Score -828053.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -828072.937500 Penalty: 2674.440918
	Iteration 29Q: 3 clusters Score -828072.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -828088.750000 Penalty: 2674.440918
	Iteration 30Q: 3 clusters Score -828088.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -828101.750000 Penalty: 2674.440918
	Iteration 31Q: 3 clusters Score -828101.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -828110.312500 Penalty: 2674.440918
	Iteration 32Q: 3 clusters Score -828110.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -828115.375000 Penalty: 2674.440918
	Iteration 33Q: 3 clusters Score -828115.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -828121.437500 Penalty: 2674.440918
	Iteration 34Q: 3 clusters Score -828121.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -828124.687500 Penalty: 2674.440918
	Iteration 35Q: 3 clusters Score -828124.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -828130.312500 Penalty: 2674.440918
	Iteration 36Q: 3 clusters Score -828130.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -828131.500000 Penalty: 2674.440918
	Iteration 37Q: 3 clusters Score -828131.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -828134.375000 Penalty: 2674.440918
	Iteration 38Q: 3 clusters Score -828134.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -828134.812500 Penalty: 2674.440918
	Iteration 39Q: 3 clusters Score -828134.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -828134.750000 Penalty: 2674.440918
	Iteration 40F: 3 clusters Score -828134.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -828138.375000 Penalty: 2674.440918
	Iteration 41Q: 3 clusters Score -828138.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -828140.000000 Penalty: 2674.440918
	Iteration 42Q: 3 clusters Score -828140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -828139.812500 Penalty: 2674.440918
	Iteration 43Q: 3 clusters Score -828139.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -828140.687500 Penalty: 2674.440918
	Iteration 44Q: 3 clusters Score -828140.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -828140.687500 Penalty: 2674.440918
	Iteration 45F: 3 clusters Score -828140.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Entering Unmasked Estep 
Score: -385104.625000 Penalty: 1235.487793
	Iteration 0F: 2 clusters Score -385104.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -382030.875000 Penalty: 2470.975586
	Iteration 0F: 3 clusters Score -382030.9 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -382932.843750 Penalty: 2470.975586
	Iteration 1F: 3 clusters Score -382932.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -383207.437500 Penalty: 2470.975586
	Iteration 2F: 3 clusters Score -383207.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -383425.562500 Penalty: 2470.975586
	Iteration 3F: 3 clusters Score -383425.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -383606.812500 Penalty: 2470.975586
	Iteration 4F: 3 clusters Score -383606.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -383752.937500 Penalty: 2470.975586
	Iteration 5Q: 3 clusters Score -383752.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -383873.437500 Penalty: 2470.975586
	Iteration 6Q: 3 clusters Score -383873.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -383942.531250 Penalty: 2470.975586
	Iteration 7Q: 3 clusters Score -383942.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -383997.031250 Penalty: 2470.975586
	Iteration 8Q: 3 clusters Score -383997 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -384038.125000 Penalty: 2470.975586
	Iteration 9Q: 3 clusters Score -384038.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -384072.875000 Penalty: 2470.975586
	Iteration 10Q: 3 clusters Score -384072.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -384094.562500 Penalty: 2470.975586
	Iteration 11Q: 3 clusters Score -384094.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -384110.843750 Penalty: 2470.975586
	Iteration 12Q: 3 clusters Score -384110.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -384124.062500 Penalty: 2470.975586
	Iteration 13Q: 3 clusters Score -384124.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -384134.437500 Penalty: 2470.975586
	Iteration 14Q: 3 clusters Score -384134.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -384148.968750 Penalty: 2470.975586
	Iteration 15Q: 3 clusters Score -384149 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -384170.437500 Penalty: 2470.975586
	Iteration 16Q: 3 clusters Score -384170.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -384195.656250 Penalty: 2470.975586
	Iteration 17Q: 3 clusters Score -384195.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -384219.218750 Penalty: 2470.975586
	Iteration 18Q: 3 clusters Score -384219.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -384246.125000 Penalty: 2470.975586
	Iteration 19Q: 3 clusters Score -384246.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -384276.812500 Penalty: 2470.975586
	Iteration 20F: 3 clusters Score -384276.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -384311.906250 Penalty: 2470.975586
	Iteration 21Q: 3 clusters Score -384311.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -384345.250000 Penalty: 2470.975586
	Iteration 22Q: 3 clusters Score -384345.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -384377.812500 Penalty: 2470.975586
	Iteration 23Q: 3 clusters Score -384377.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -384397.218750 Penalty: 2470.975586
	Iteration 24Q: 3 clusters Score -384397.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -384414.906250 Penalty: 2470.975586
	Iteration 25Q: 3 clusters Score -384414.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -384444.062500 Penalty: 2470.975586
	Iteration 26Q: 3 clusters Score -384444.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -384471.281250 Penalty: 2470.975586
	Iteration 27Q: 3 clusters Score -384471.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -384506.156250 Penalty: 2470.975586
	Iteration 28Q: 3 clusters Score -384506.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -384537.125000 Penalty: 2470.975586
	Iteration 29Q: 3 clusters Score -384537.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -384563.968750 Penalty: 2470.975586
	Iteration 30Q: 3 clusters Score -384564 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -384589.406250 Penalty: 2470.975586
	Iteration 31Q: 3 clusters Score -384589.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -384612.687500 Penalty: 2470.975586
	Iteration 32Q: 3 clusters Score -384612.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -384625.625000 Penalty: 2470.975586
	Iteration 33Q: 3 clusters Score -384625.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -384638.875000 Penalty: 2470.975586
	Iteration 34Q: 3 clusters Score -384638.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -384648.718750 Penalty: 2470.975586
	Iteration 35Q: 3 clusters Score -384648.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -384655.343750 Penalty: 2470.975586
	Iteration 36Q: 3 clusters Score -384655.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -384660.281250 Penalty: 2470.975586
	Iteration 37Q: 3 clusters Score -384660.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -384667.187500 Penalty: 2470.975586
	Iteration 38Q: 3 clusters Score -384667.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -384671.593750 Penalty: 2470.975586
	Iteration 39Q: 3 clusters Score -384671.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -384674.593750 Penalty: 2470.975586
	Iteration 40F: 3 clusters Score -384674.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -384677.218750 Penalty: 2470.975586
	Iteration 41Q: 3 clusters Score -384677.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -384680.750000 Penalty: 2470.975586
	Iteration 42Q: 3 clusters Score -384680.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -384683.187500 Penalty: 2470.975586
	Iteration 43Q: 3 clusters Score -384683.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -384684.687500 Penalty: 2470.975586
	Iteration 44Q: 3 clusters Score -384684.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -384685.468750 Penalty: 2470.975586
	Iteration 45Q: 3 clusters Score -384685.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -384687.343750 Penalty: 2470.975586
	Iteration 46Q: 3 clusters Score -384687.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -384687.562500 Penalty: 2470.975586
	Iteration 47Q: 3 clusters Score -384687.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -384687.812500 Penalty: 2470.975586
	Iteration 48Q: 3 clusters Score -384687.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -384688.968750 Penalty: 2470.975586
	Iteration 49Q: 3 clusters Score -384689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -384690.718750 Penalty: 2470.975586
	Iteration 50Q: 3 clusters Score -384690.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -384692.593750 Penalty: 2470.975586
	Iteration 51Q: 3 clusters Score -384692.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -384693.718750 Penalty: 2470.975586
	Iteration 52Q: 3 clusters Score -384693.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -384693.687500 Penalty: 2470.975586
	Iteration 53Q: 3 clusters Score -384693.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -384696.687500 Penalty: 2470.975586
	Iteration 54Q: 3 clusters Score -384696.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -384698.375000 Penalty: 2470.975586
	Iteration 55Q: 3 clusters Score -384698.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -384698.625000 Penalty: 2470.975586
	Iteration 56Q: 3 clusters Score -384698.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -384698.625000 Penalty: 2470.975586
	Iteration 57F: 3 clusters Score -384698.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Entering Unmasked Estep 
Score: -21723.785156 Penalty: 825.702515
	Iteration 0F: 2 clusters Score -21723.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -21194.625000 Penalty: 1651.405029
	Iteration 0F: 3 clusters Score -21194.62 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -21320.640625 Penalty: 1651.405029
	Iteration 1F: 3 clusters Score -21320.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -21358.554688 Penalty: 1651.405029
	Iteration 2F: 3 clusters Score -21358.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -21383.779297 Penalty: 1651.405029
	Iteration 3Q: 3 clusters Score -21383.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -21409.355469 Penalty: 1651.405029
	Iteration 4Q: 3 clusters Score -21409.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -21427.625000 Penalty: 1651.405029
	Iteration 5Q: 3 clusters Score -21427.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -21438.208984 Penalty: 1651.405029
	Iteration 6Q: 3 clusters Score -21438.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -21452.658203 Penalty: 1651.405029
	Iteration 7Q: 3 clusters Score -21452.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -21460.617188 Penalty: 1651.405029
	Iteration 8Q: 3 clusters Score -21460.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -21463.515625 Penalty: 1651.405029
	Iteration 9Q: 3 clusters Score -21463.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -21467.300781 Penalty: 1651.405029
	Iteration 10Q: 3 clusters Score -21467.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -21467.300781 Penalty: 1651.405029
	Iteration 11F: 3 clusters Score -21467.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Entering Unmasked Estep 
Score: -155510.343750 Penalty: 1098.274780
	Iteration 0F: 2 clusters Score -155510.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -153922.500000 Penalty: 2196.549561
	Iteration 0F: 3 clusters Score -153922.5 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -154271.156250 Penalty: 2196.549561
	Iteration 1F: 3 clusters Score -154271.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -154357.578125 Penalty: 2196.549561
	Iteration 2F: 3 clusters Score -154357.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -154407.375000 Penalty: 2196.549561
	Iteration 3Q: 3 clusters Score -154407.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -154438.421875 Penalty: 2196.549561
	Iteration 4Q: 3 clusters Score -154438.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -154458.515625 Penalty: 2196.549561
	Iteration 5Q: 3 clusters Score -154458.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -154465.531250 Penalty: 2196.549561
	Iteration 6Q: 3 clusters Score -154465.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -154471.078125 Penalty: 2196.549561
	Iteration 7Q: 3 clusters Score -154471.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -154474.156250 Penalty: 2196.549561
	Iteration 8Q: 3 clusters Score -154474.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -154478.250000 Penalty: 2196.549561
	Iteration 9Q: 3 clusters Score -154478.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -154482.500000 Penalty: 2196.549561
	Iteration 10Q: 3 clusters Score -154482.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -154490.453125 Penalty: 2196.549561
	Iteration 11Q: 3 clusters Score -154490.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -154498.250000 Penalty: 2196.549561
	Iteration 12Q: 3 clusters Score -154498.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -154505.046875 Penalty: 2196.549561
	Iteration 13Q: 3 clusters Score -154505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -154510.750000 Penalty: 2196.549561
	Iteration 14Q: 3 clusters Score -154510.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -154514.625000 Penalty: 2196.549561
	Iteration 15Q: 3 clusters Score -154514.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -154517.031250 Penalty: 2196.549561
	Iteration 16Q: 3 clusters Score -154517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -154518.484375 Penalty: 2196.549561
	Iteration 17Q: 3 clusters Score -154518.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -154518.484375 Penalty: 2196.549561
	Iteration 18F: 3 clusters Score -154518.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (4278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Entering Unmasked Estep 
Score: -409289.656250 Penalty: 1244.152710
	Iteration 0F: 2 clusters Score -409289.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -406073.750000 Penalty: 2488.305420
	Iteration 0F: 3 clusters Score -406073.8 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -407018.500000 Penalty: 2488.305420
	Iteration 1F: 3 clusters Score -407018.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -407224.031250 Penalty: 2488.305420
	Iteration 2F: 3 clusters Score -407224 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -407371.687500 Penalty: 2488.305420
	Iteration 3F: 3 clusters Score -407371.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -407478.125000 Penalty: 2488.305420
	Iteration 4Q: 3 clusters Score -407478.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -407561.343750 Penalty: 2488.305420
	Iteration 5Q: 3 clusters Score -407561.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -407632.125000 Penalty: 2488.305420
	Iteration 6Q: 3 clusters Score -407632.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -407695.687500 Penalty: 2488.305420
	Iteration 7Q: 3 clusters Score -407695.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -407761.937500 Penalty: 2488.305420
	Iteration 8Q: 3 clusters Score -407761.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -407825.093750 Penalty: 2488.305420
	Iteration 9Q: 3 clusters Score -407825.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -407884.000000 Penalty: 2488.305420
	Iteration 10Q: 3 clusters Score -407884 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -407951.156250 Penalty: 2488.305420
	Iteration 11Q: 3 clusters Score -407951.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -408037.906250 Penalty: 2488.305420
	Iteration 12Q: 3 clusters Score -408037.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -408103.312500 Penalty: 2488.305420
	Iteration 13Q: 3 clusters Score -408103.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -408174.125000 Penalty: 2488.305420
	Iteration 14Q: 3 clusters Score -408174.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -408231.968750 Penalty: 2488.305420
	Iteration 15Q: 3 clusters Score -408232 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -408287.437500 Penalty: 2488.305420
	Iteration 16Q: 3 clusters Score -408287.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -408325.750000 Penalty: 2488.305420
	Iteration 17Q: 3 clusters Score -408325.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -408350.937500 Penalty: 2488.305420
	Iteration 18Q: 3 clusters Score -408350.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -408372.531250 Penalty: 2488.305420
	Iteration 19Q: 3 clusters Score -408372.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -408394.718750 Penalty: 2488.305420
	Iteration 20F: 3 clusters Score -408394.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -408410.937500 Penalty: 2488.305420
	Iteration 21Q: 3 clusters Score -408410.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -408421.250000 Penalty: 2488.305420
	Iteration 22Q: 3 clusters Score -408421.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -408429.843750 Penalty: 2488.305420
	Iteration 23Q: 3 clusters Score -408429.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -408435.562500 Penalty: 2488.305420
	Iteration 24Q: 3 clusters Score -408435.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -408438.937500 Penalty: 2488.305420
	Iteration 25Q: 3 clusters Score -408438.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -408445.625000 Penalty: 2488.305420
	Iteration 26Q: 3 clusters Score -408445.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -408452.312500 Penalty: 2488.305420
	Iteration 27Q: 3 clusters Score -408452.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -408458.562500 Penalty: 2488.305420
	Iteration 28Q: 3 clusters Score -408458.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -408465.093750 Penalty: 2488.305420
	Iteration 29Q: 3 clusters Score -408465.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -408468.906250 Penalty: 2488.305420
	Iteration 30Q: 3 clusters Score -408468.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -408471.843750 Penalty: 2488.305420
	Iteration 31Q: 3 clusters Score -408471.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -408475.843750 Penalty: 2488.305420
	Iteration 32Q: 3 clusters Score -408475.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -408477.906250 Penalty: 2488.305420
	Iteration 33Q: 3 clusters Score -408477.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -408479.218750 Penalty: 2488.305420
	Iteration 34Q: 3 clusters Score -408479.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -408482.687500 Penalty: 2488.305420
	Iteration 35Q: 3 clusters Score -408482.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -408483.718750 Penalty: 2488.305420
	Iteration 36Q: 3 clusters Score -408483.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -408485.406250 Penalty: 2488.305420
	Iteration 37Q: 3 clusters Score -408485.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -408487.812500 Penalty: 2488.305420
	Iteration 38Q: 3 clusters Score -408487.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -408489.343750 Penalty: 2488.305420
	Iteration 39Q: 3 clusters Score -408489.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -408489.375000 Penalty: 2488.305420
	Iteration 40F: 3 clusters Score -408489.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -408489.968750 Penalty: 2488.305420
	Iteration 41Q: 3 clusters Score -408490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -408490.312500 Penalty: 2488.305420
	Iteration 42Q: 3 clusters Score -408490.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -408492.156250 Penalty: 2488.305420
	Iteration 43Q: 3 clusters Score -408492.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -408492.468750 Penalty: 2488.305420
	Iteration 44Q: 3 clusters Score -408492.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -408493.781250 Penalty: 2488.305420
	Iteration 45Q: 3 clusters Score -408493.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -408494.406250 Penalty: 2488.305420
	Iteration 46Q: 3 clusters Score -408494.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -408496.000000 Penalty: 2488.305420
	Iteration 47Q: 3 clusters Score -408496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -408496.000000 Penalty: 2488.305420
	Iteration 48F: 3 clusters Score -408496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Entering Unmasked Estep 
Score: -317104.781250 Penalty: 1210.539673
	Iteration 0F: 2 clusters Score -317104.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -314411.593750 Penalty: 2421.079346
	Iteration 0F: 3 clusters Score -314411.6 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -315143.187500 Penalty: 2421.079346
	Iteration 1F: 3 clusters Score -315143.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -315291.843750 Penalty: 2421.079346
	Iteration 2F: 3 clusters Score -315291.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -315395.062500 Penalty: 2421.079346
	Iteration 3Q: 3 clusters Score -315395.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -315463.937500 Penalty: 2421.079346
	Iteration 4Q: 3 clusters Score -315463.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -315515.031250 Penalty: 2421.079346
	Iteration 5Q: 3 clusters Score -315515 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -315551.468750 Penalty: 2421.079346
	Iteration 6Q: 3 clusters Score -315551.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -315586.531250 Penalty: 2421.079346
	Iteration 7Q: 3 clusters Score -315586.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -315613.000000 Penalty: 2421.079346
	Iteration 8Q: 3 clusters Score -315613 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -315634.093750 Penalty: 2421.079346
	Iteration 9Q: 3 clusters Score -315634.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -315658.812500 Penalty: 2421.079346
	Iteration 10Q: 3 clusters Score -315658.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -315673.375000 Penalty: 2421.079346
	Iteration 11Q: 3 clusters Score -315673.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -315685.156250 Penalty: 2421.079346
	Iteration 12Q: 3 clusters Score -315685.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -315696.812500 Penalty: 2421.079346
	Iteration 13Q: 3 clusters Score -315696.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -315707.687500 Penalty: 2421.079346
	Iteration 14Q: 3 clusters Score -315707.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -315717.468750 Penalty: 2421.079346
	Iteration 15Q: 3 clusters Score -315717.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -315727.562500 Penalty: 2421.079346
	Iteration 16Q: 3 clusters Score -315727.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -315735.968750 Penalty: 2421.079346
	Iteration 17Q: 3 clusters Score -315736 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -315745.750000 Penalty: 2421.079346
	Iteration 18Q: 3 clusters Score -315745.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -315751.093750 Penalty: 2421.079346
	Iteration 19Q: 3 clusters Score -315751.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -315755.093750 Penalty: 2421.079346
	Iteration 20F: 3 clusters Score -315755.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -315760.843750 Penalty: 2421.079346
	Iteration 21Q: 3 clusters Score -315760.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -315763.843750 Penalty: 2421.079346
	Iteration 22Q: 3 clusters Score -315763.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -315768.187500 Penalty: 2421.079346
	Iteration 23Q: 3 clusters Score -315768.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -315771.531250 Penalty: 2421.079346
	Iteration 24Q: 3 clusters Score -315771.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -315777.375000 Penalty: 2421.079346
	Iteration 25Q: 3 clusters Score -315777.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -315779.593750 Penalty: 2421.079346
	Iteration 26Q: 3 clusters Score -315779.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -315784.218750 Penalty: 2421.079346
	Iteration 27Q: 3 clusters Score -315784.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -315787.968750 Penalty: 2421.079346
	Iteration 28Q: 3 clusters Score -315788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -315791.500000 Penalty: 2421.079346
	Iteration 29Q: 3 clusters Score -315791.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -315797.562500 Penalty: 2421.079346
	Iteration 30Q: 3 clusters Score -315797.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -315805.156250 Penalty: 2421.079346
	Iteration 31Q: 3 clusters Score -315805.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -315813.312500 Penalty: 2421.079346
	Iteration 32Q: 3 clusters Score -315813.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -315820.406250 Penalty: 2421.079346
	Iteration 33Q: 3 clusters Score -315820.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -315826.406250 Penalty: 2421.079346
	Iteration 34Q: 3 clusters Score -315826.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -315832.843750 Penalty: 2421.079346
	Iteration 35Q: 3 clusters Score -315832.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -315837.593750 Penalty: 2421.079346
	Iteration 36Q: 3 clusters Score -315837.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -315844.000000 Penalty: 2421.079346
	Iteration 37Q: 3 clusters Score -315844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -315852.156250 Penalty: 2421.079346
	Iteration 38Q: 3 clusters Score -315852.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -315858.125000 Penalty: 2421.079346
	Iteration 39Q: 3 clusters Score -315858.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -315867.468750 Penalty: 2421.079346
	Iteration 40F: 3 clusters Score -315867.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -315871.343750 Penalty: 2421.079346
	Iteration 41Q: 3 clusters Score -315871.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -315874.343750 Penalty: 2421.079346
	Iteration 42Q: 3 clusters Score -315874.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -315875.156250 Penalty: 2421.079346
	Iteration 43Q: 3 clusters Score -315875.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -315878.156250 Penalty: 2421.079346
	Iteration 44Q: 3 clusters Score -315878.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -315881.312500 Penalty: 2421.079346
	Iteration 45Q: 3 clusters Score -315881.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -315883.062500 Penalty: 2421.079346
	Iteration 46Q: 3 clusters Score -315883.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -315883.250000 Penalty: 2421.079346
	Iteration 47Q: 3 clusters Score -315883.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -315884.343750 Penalty: 2421.079346
	Iteration 48Q: 3 clusters Score -315884.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -315885.500000 Penalty: 2421.079346
	Iteration 49Q: 3 clusters Score -315885.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -315885.500000 Penalty: 2421.079346
	Iteration 50F: 3 clusters Score -315885.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (34043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34043 members 
Entering Unmasked Estep 
Score: -3542740.500000 Penalty: 1552.784546
	Iteration 0F: 2 clusters Score -3542740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -3520606.000000 Penalty: 3105.569092
	Iteration 0F: 3 clusters Score -3520606 nChanged 15581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -3529386.250000 Penalty: 3105.569092
	Iteration 1F: 3 clusters Score -3529386 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -3529991.500000 Penalty: 3105.569092
	Iteration 2Q: 3 clusters Score -3529992 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -3530580.250000 Penalty: 3105.569092
	Iteration 3Q: 3 clusters Score -3530580 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -3531246.500000 Penalty: 3105.569092
	Iteration 4Q: 3 clusters Score -3531246 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -3531981.500000 Penalty: 3105.569092
	Iteration 5Q: 3 clusters Score -3531982 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -3532854.250000 Penalty: 3105.569092
	Iteration 6Q: 3 clusters Score -3532854 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -3533875.000000 Penalty: 3105.569092
	Iteration 7F: 3 clusters Score -3533875 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -3534955.500000 Penalty: 3105.569092
	Iteration 8F: 3 clusters Score -3534956 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -3536056.750000 Penalty: 3105.569092
	Iteration 9Q: 3 clusters Score -3536057 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -3536905.750000 Penalty: 3105.569092
	Iteration 10Q: 3 clusters Score -3536906 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -3537488.500000 Penalty: 3105.569092
	Iteration 11Q: 3 clusters Score -3537488 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -3537868.750000 Penalty: 3105.569092
	Iteration 12Q: 3 clusters Score -3537869 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -3538175.000000 Penalty: 3105.569092
	Iteration 13Q: 3 clusters Score -3538175 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 21893 members 
Entering Unmasked Estep 
Score: -3538412.000000 Penalty: 3105.569092
	Iteration 14Q: 3 clusters Score -3538412 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -3538665.750000 Penalty: 3105.569092
	Iteration 15Q: 3 clusters Score -3538666 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 22491 members 
Entering Unmasked Estep 
Score: -3538892.000000 Penalty: 3105.569092
	Iteration 16Q: 3 clusters Score -3538892 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -3539095.250000 Penalty: 3105.569092
	Iteration 17Q: 3 clusters Score -3539095 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -3539259.500000 Penalty: 3105.569092
	Iteration 18Q: 3 clusters Score -3539260 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -3539413.000000 Penalty: 3105.569092
	Iteration 19Q: 3 clusters Score -3539413 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 23298 members 
Entering Unmasked Estep 
Score: -3539535.750000 Penalty: 3105.569092
	Iteration 20F: 3 clusters Score -3539536 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
Score: -3539643.500000 Penalty: 3105.569092
	Iteration 21Q: 3 clusters Score -3539644 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -3539724.250000 Penalty: 3105.569092
	Iteration 22Q: 3 clusters Score -3539724 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -3539805.000000 Penalty: 3105.569092
	Iteration 23Q: 3 clusters Score -3539805 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -3539885.000000 Penalty: 3105.569092
	Iteration 24Q: 3 clusters Score -3539885 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 23978 members 
Entering Unmasked Estep 
Score: -3539957.750000 Penalty: 3105.569092
	Iteration 25Q: 3 clusters Score -3539958 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -3540013.750000 Penalty: 3105.569092
	Iteration 26Q: 3 clusters Score -3540014 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 24256 members 
Entering Unmasked Estep 
Score: -3540059.750000 Penalty: 3105.569092
	Iteration 27Q: 3 clusters Score -3540060 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 24390 members 
Entering Unmasked Estep 
Score: -3540114.000000 Penalty: 3105.569092
	Iteration 28Q: 3 clusters Score -3540114 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -3540153.750000 Penalty: 3105.569092
	Iteration 29Q: 3 clusters Score -3540154 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
Score: -3540186.750000 Penalty: 3105.569092
	Iteration 30Q: 3 clusters Score -3540187 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -3540220.500000 Penalty: 3105.569092
	Iteration 31Q: 3 clusters Score -3540220 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 24769 members 
Entering Unmasked Estep 
Score: -3540266.750000 Penalty: 3105.569092
	Iteration 32Q: 3 clusters Score -3540267 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
Score: -3540290.000000 Penalty: 3105.569092
	Iteration 33Q: 3 clusters Score -3540290 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 24937 members 
Entering Unmasked Estep 
Score: -3540322.250000 Penalty: 3105.569092
	Iteration 34Q: 3 clusters Score -3540322 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 25015 members 
Entering Unmasked Estep 
Score: -3540338.750000 Penalty: 3105.569092
	Iteration 35Q: 3 clusters Score -3540339 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -3540359.500000 Penalty: 3105.569092
	Iteration 36Q: 3 clusters Score -3540360 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
Score: -3540364.500000 Penalty: 3105.569092
	Iteration 37Q: 3 clusters Score -3540364 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 25215 members 
Entering Unmasked Estep 
Score: -3540377.000000 Penalty: 3105.569092
	Iteration 38Q: 3 clusters Score -3540377 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -3540411.750000 Penalty: 3105.569092
	Iteration 39Q: 3 clusters Score -3540412 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 25356 members 
Entering Unmasked Estep 
Score: -3540415.000000 Penalty: 3105.569092
	Iteration 40F: 3 clusters Score -3540415 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -3540415.750000 Penalty: 3105.569092
	Iteration 41Q: 3 clusters Score -3540416 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 25474 members 
Entering Unmasked Estep 
Score: -3540427.750000 Penalty: 3105.569092
	Iteration 42Q: 3 clusters Score -3540428 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -3540445.250000 Penalty: 3105.569092
	Iteration 43Q: 3 clusters Score -3540445 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 25606 members 
Entering Unmasked Estep 
Score: -3540456.000000 Penalty: 3105.569092
	Iteration 44Q: 3 clusters Score -3540456 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 25669 members 
Entering Unmasked Estep 
Score: -3540465.500000 Penalty: 3105.569092
	Iteration 45Q: 3 clusters Score -3540466 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 25724 members 
Entering Unmasked Estep 
Score: -3540460.250000 Penalty: 3105.569092
	Iteration 46Q: 3 clusters Score -3540460 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -3540466.500000 Penalty: 3105.569092
	Iteration 47Q: 3 clusters Score -3540466 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -3540469.250000 Penalty: 3105.569092
	Iteration 48Q: 3 clusters Score -3540469 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -3540480.000000 Penalty: 3105.569092
	Iteration 49Q: 3 clusters Score -3540480 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -3540472.500000 Penalty: 3105.569092
	Iteration 50Q: 3 clusters Score -3540472 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 25870 members 
Entering Unmasked Estep 
Score: -3540475.750000 Penalty: 3105.569092
	Iteration 51Q: 3 clusters Score -3540476 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 25895 members 
Entering Unmasked Estep 
Score: -3540481.250000 Penalty: 3105.569092
	Iteration 52Q: 3 clusters Score -3540481 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 25913 members 
Entering Unmasked Estep 
Score: -3540485.000000 Penalty: 3105.569092
	Iteration 53Q: 3 clusters Score -3540485 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 25926 members 
Entering Unmasked Estep 
Score: -3540483.000000 Penalty: 3105.569092
	Iteration 54Q: 3 clusters Score -3540483 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 25943 members 
Entering Unmasked Estep 
Score: -3540482.000000 Penalty: 3105.569092
	Iteration 55Q: 3 clusters Score -3540482 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 25959 members 
Entering Unmasked Estep 
Score: -3540482.500000 Penalty: 3105.569092
	Iteration 56Q: 3 clusters Score -3540482 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 25973 members 
Entering Unmasked Estep 
Score: -3540490.000000 Penalty: 3105.569092
	Iteration 57Q: 3 clusters Score -3540490 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 25991 members 
Entering Unmasked Estep 
Score: -3540489.750000 Penalty: 3105.569092
	Iteration 58Q: 3 clusters Score -3540490 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 26009 members 
Entering Unmasked Estep 
Score: -3540493.250000 Penalty: 3105.569092
	Iteration 59Q: 3 clusters Score -3540493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -3540495.250000 Penalty: 3105.569092
	Iteration 60F: 3 clusters Score -3540495 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 26035 members 
Entering Unmasked Estep 
Score: -3540496.750000 Penalty: 3105.569092
	Iteration 61Q: 3 clusters Score -3540497 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 26054 members 
Entering Unmasked Estep 
Score: -3540499.500000 Penalty: 3105.569092
	Iteration 62Q: 3 clusters Score -3540500 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 26073 members 
Entering Unmasked Estep 
Score: -3540494.250000 Penalty: 3105.569092
	Iteration 63Q: 3 clusters Score -3540494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 26087 members 
Entering Unmasked Estep 
Score: -3540499.750000 Penalty: 3105.569092
	Iteration 64Q: 3 clusters Score -3540500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 26097 members 
Entering Unmasked Estep 
Score: -3540494.250000 Penalty: 3105.569092
	Iteration 65Q: 3 clusters Score -3540494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 26104 members 
Entering Unmasked Estep 
Score: -3540491.250000 Penalty: 3105.569092
	Iteration 66Q: 3 clusters Score -3540491 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 26115 members 
Entering Unmasked Estep 
Score: -3540498.500000 Penalty: 3105.569092
	Iteration 67Q: 3 clusters Score -3540498 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 26130 members 
Entering Unmasked Estep 
Score: -3540493.500000 Penalty: 3105.569092
	Iteration 68Q: 3 clusters Score -3540494 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 26142 members 
Entering Unmasked Estep 
Score: -3540503.000000 Penalty: 3105.569092
	Iteration 69Q: 3 clusters Score -3540503 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 26155 members 
Entering Unmasked Estep 
Score: -3540503.500000 Penalty: 3105.569092
	Iteration 70Q: 3 clusters Score -3540504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 26165 members 
Entering Unmasked Estep 
Score: -3540507.000000 Penalty: 3105.569092
	Iteration 71Q: 3 clusters Score -3540507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 26170 members 
Entering Unmasked Estep 
Score: -3540501.750000 Penalty: 3105.569092
	Iteration 72Q: 3 clusters Score -3540502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -3540504.000000 Penalty: 3105.569092
	Iteration 73Q: 3 clusters Score -3540504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -3540508.250000 Penalty: 3105.569092
	Iteration 74Q: 3 clusters Score -3540508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 26190 members 
Entering Unmasked Estep 
Score: -3540507.750000 Penalty: 3105.569092
	Iteration 75Q: 3 clusters Score -3540508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 26200 members 
Entering Unmasked Estep 
Score: -3540502.000000 Penalty: 3105.569092
	Iteration 76Q: 3 clusters Score -3540502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 26206 members 
Entering Unmasked Estep 
Score: -3540506.750000 Penalty: 3105.569092
	Iteration 77Q: 3 clusters Score -3540507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 26212 members 
Entering Unmasked Estep 
Score: -3540506.750000 Penalty: 3105.569092
	Iteration 78Q: 3 clusters Score -3540507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -3540507.000000 Penalty: 3105.569092
	Iteration 79Q: 3 clusters Score -3540507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 26222 members 
Entering Unmasked Estep 
Score: -3540505.750000 Penalty: 3105.569092
	Iteration 80F: 3 clusters Score -3540506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 26225 members 
Entering Unmasked Estep 
Score: -3540504.750000 Penalty: 3105.569092
	Iteration 81Q: 3 clusters Score -3540505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 26229 members 
Entering Unmasked Estep 
Score: -3540506.000000 Penalty: 3105.569092
	Iteration 82Q: 3 clusters Score -3540506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 26231 members 
Entering Unmasked Estep 
Score: -3540507.000000 Penalty: 3105.569092
	Iteration 83Q: 3 clusters Score -3540507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 26231 members 
Entering Unmasked Estep 
Score: -3540507.000000 Penalty: 3105.569092
	Iteration 84F: 3 clusters Score -3540507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (18017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Entering Unmasked Estep 
Score: -1890533.125000 Penalty: 1458.101807
	Iteration 0F: 2 clusters Score -1890533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1878746.000000 Penalty: 2916.203613
	Iteration 0F: 3 clusters Score -1878746 nChanged 7916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1883111.625000 Penalty: 2916.203613
	Iteration 1F: 3 clusters Score -1883112 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1883650.125000 Penalty: 2916.203613
	Iteration 2F: 3 clusters Score -1883650 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1884183.000000 Penalty: 2916.203613
	Iteration 3F: 3 clusters Score -1884183 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1884776.250000 Penalty: 2916.203613
	Iteration 4F: 3 clusters Score -1884776 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1885416.125000 Penalty: 2916.203613
	Iteration 5F: 3 clusters Score -1885416 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1886005.750000 Penalty: 2916.203613
	Iteration 6F: 3 clusters Score -1886006 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1886503.750000 Penalty: 2916.203613
	Iteration 7F: 3 clusters Score -1886504 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1886898.750000 Penalty: 2916.203613
	Iteration 8Q: 3 clusters Score -1886899 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1887201.500000 Penalty: 2916.203613
	Iteration 9Q: 3 clusters Score -1887202 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1887450.250000 Penalty: 2916.203613
	Iteration 10Q: 3 clusters Score -1887450 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1887619.875000 Penalty: 2916.203613
	Iteration 11Q: 3 clusters Score -1887620 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1887757.625000 Penalty: 2916.203613
	Iteration 12Q: 3 clusters Score -1887758 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1887859.625000 Penalty: 2916.203613
	Iteration 13Q: 3 clusters Score -1887860 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1887926.875000 Penalty: 2916.203613
	Iteration 14Q: 3 clusters Score -1887927 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1888002.500000 Penalty: 2916.203613
	Iteration 15Q: 3 clusters Score -1888002 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1888078.875000 Penalty: 2916.203613
	Iteration 16Q: 3 clusters Score -1888079 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1888153.750000 Penalty: 2916.203613
	Iteration 17Q: 3 clusters Score -1888154 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1888251.125000 Penalty: 2916.203613
	Iteration 18Q: 3 clusters Score -1888251 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1888346.125000 Penalty: 2916.203613
	Iteration 19Q: 3 clusters Score -1888346 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1888419.875000 Penalty: 2916.203613
	Iteration 20F: 3 clusters Score -1888420 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1888492.250000 Penalty: 2916.203613
	Iteration 21Q: 3 clusters Score -1888492 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1888547.750000 Penalty: 2916.203613
	Iteration 22Q: 3 clusters Score -1888548 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1888594.500000 Penalty: 2916.203613
	Iteration 23Q: 3 clusters Score -1888594 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1888622.625000 Penalty: 2916.203613
	Iteration 24Q: 3 clusters Score -1888623 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1888659.375000 Penalty: 2916.203613
	Iteration 25Q: 3 clusters Score -1888659 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1888689.375000 Penalty: 2916.203613
	Iteration 26Q: 3 clusters Score -1888689 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1888712.875000 Penalty: 2916.203613
	Iteration 27Q: 3 clusters Score -1888713 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1888722.750000 Penalty: 2916.203613
	Iteration 28Q: 3 clusters Score -1888723 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1888732.625000 Penalty: 2916.203613
	Iteration 29Q: 3 clusters Score -1888733 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1888752.625000 Penalty: 2916.203613
	Iteration 30Q: 3 clusters Score -1888753 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1888758.750000 Penalty: 2916.203613
	Iteration 31Q: 3 clusters Score -1888759 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1888775.500000 Penalty: 2916.203613
	Iteration 32Q: 3 clusters Score -1888776 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1888787.875000 Penalty: 2916.203613
	Iteration 33Q: 3 clusters Score -1888788 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1888802.625000 Penalty: 2916.203613
	Iteration 34Q: 3 clusters Score -1888803 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1888810.125000 Penalty: 2916.203613
	Iteration 35Q: 3 clusters Score -1888810 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1888823.375000 Penalty: 2916.203613
	Iteration 36Q: 3 clusters Score -1888823 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1888840.125000 Penalty: 2916.203613
	Iteration 37Q: 3 clusters Score -1888840 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1888854.000000 Penalty: 2916.203613
	Iteration 38Q: 3 clusters Score -1888854 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1888867.625000 Penalty: 2916.203613
	Iteration 39Q: 3 clusters Score -1888868 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1888882.000000 Penalty: 2916.203613
	Iteration 40F: 3 clusters Score -1888882 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1888894.625000 Penalty: 2916.203613
	Iteration 41Q: 3 clusters Score -1888895 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1888911.750000 Penalty: 2916.203613
	Iteration 42Q: 3 clusters Score -1888912 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1888925.375000 Penalty: 2916.203613
	Iteration 43Q: 3 clusters Score -1888925 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1888940.875000 Penalty: 2916.203613
	Iteration 44Q: 3 clusters Score -1888941 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1888964.250000 Penalty: 2916.203613
	Iteration 45Q: 3 clusters Score -1888964 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1888986.500000 Penalty: 2916.203613
	Iteration 46Q: 3 clusters Score -1888986 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1889008.500000 Penalty: 2916.203613
	Iteration 47Q: 3 clusters Score -1889008 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1889022.125000 Penalty: 2916.203613
	Iteration 48Q: 3 clusters Score -1889022 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1889043.000000 Penalty: 2916.203613
	Iteration 49Q: 3 clusters Score -1889043 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1889066.500000 Penalty: 2916.203613
	Iteration 50Q: 3 clusters Score -1889066 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1889090.375000 Penalty: 2916.203613
	Iteration 51Q: 3 clusters Score -1889090 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1889110.500000 Penalty: 2916.203613
	Iteration 52Q: 3 clusters Score -1889110 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1889134.750000 Penalty: 2916.203613
	Iteration 53Q: 3 clusters Score -1889135 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1889151.625000 Penalty: 2916.203613
	Iteration 54Q: 3 clusters Score -1889152 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1889166.125000 Penalty: 2916.203613
	Iteration 55Q: 3 clusters Score -1889166 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1889183.875000 Penalty: 2916.203613
	Iteration 56Q: 3 clusters Score -1889184 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1889206.250000 Penalty: 2916.203613
	Iteration 57Q: 3 clusters Score -1889206 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1889222.625000 Penalty: 2916.203613
	Iteration 58Q: 3 clusters Score -1889223 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1889239.250000 Penalty: 2916.203613
	Iteration 59Q: 3 clusters Score -1889239 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1889251.375000 Penalty: 2916.203613
	Iteration 60F: 3 clusters Score -1889251 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1889260.250000 Penalty: 2916.203613
	Iteration 61Q: 3 clusters Score -1889260 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1889268.000000 Penalty: 2916.203613
	Iteration 62Q: 3 clusters Score -1889268 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1889275.500000 Penalty: 2916.203613
	Iteration 63Q: 3 clusters Score -1889276 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1889284.500000 Penalty: 2916.203613
	Iteration 64Q: 3 clusters Score -1889284 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1889294.250000 Penalty: 2916.203613
	Iteration 65Q: 3 clusters Score -1889294 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1889300.500000 Penalty: 2916.203613
	Iteration 66Q: 3 clusters Score -1889300 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1889304.125000 Penalty: 2916.203613
	Iteration 67Q: 3 clusters Score -1889304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1889307.875000 Penalty: 2916.203613
	Iteration 68Q: 3 clusters Score -1889308 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1889317.250000 Penalty: 2916.203613
	Iteration 69Q: 3 clusters Score -1889317 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1889323.625000 Penalty: 2916.203613
	Iteration 70Q: 3 clusters Score -1889324 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1889329.000000 Penalty: 2916.203613
	Iteration 71Q: 3 clusters Score -1889329 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1889334.625000 Penalty: 2916.203613
	Iteration 72Q: 3 clusters Score -1889335 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1889338.625000 Penalty: 2916.203613
	Iteration 73Q: 3 clusters Score -1889339 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1889347.375000 Penalty: 2916.203613
	Iteration 74Q: 3 clusters Score -1889347 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1889362.375000 Penalty: 2916.203613
	Iteration 75Q: 3 clusters Score -1889362 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1889374.500000 Penalty: 2916.203613
	Iteration 76Q: 3 clusters Score -1889374 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1889382.500000 Penalty: 2916.203613
	Iteration 77Q: 3 clusters Score -1889382 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1889389.500000 Penalty: 2916.203613
	Iteration 78Q: 3 clusters Score -1889390 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1889391.500000 Penalty: 2916.203613
	Iteration 79Q: 3 clusters Score -1889392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1889396.500000 Penalty: 2916.203613
	Iteration 80F: 3 clusters Score -1889396 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1889401.125000 Penalty: 2916.203613
	Iteration 81Q: 3 clusters Score -1889401 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1889410.500000 Penalty: 2916.203613
	Iteration 82Q: 3 clusters Score -1889410 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1889413.875000 Penalty: 2916.203613
	Iteration 83Q: 3 clusters Score -1889414 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1889421.125000 Penalty: 2916.203613
	Iteration 84Q: 3 clusters Score -1889421 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1889422.875000 Penalty: 2916.203613
	Iteration 85Q: 3 clusters Score -1889423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1889427.000000 Penalty: 2916.203613
	Iteration 86Q: 3 clusters Score -1889427 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1889432.000000 Penalty: 2916.203613
	Iteration 87Q: 3 clusters Score -1889432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1889432.625000 Penalty: 2916.203613
	Iteration 88Q: 3 clusters Score -1889433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1889436.000000 Penalty: 2916.203613
	Iteration 89Q: 3 clusters Score -1889436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1889435.375000 Penalty: 2916.203613
	Iteration 90Q: 3 clusters Score -1889435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1889439.875000 Penalty: 2916.203613
	Iteration 91Q: 3 clusters Score -1889440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1889440.625000 Penalty: 2916.203613
	Iteration 92Q: 3 clusters Score -1889441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1889441.375000 Penalty: 2916.203613
	Iteration 93Q: 3 clusters Score -1889441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1889443.500000 Penalty: 2916.203613
	Iteration 94Q: 3 clusters Score -1889444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1889444.125000 Penalty: 2916.203613
	Iteration 95Q: 3 clusters Score -1889444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1889443.125000 Penalty: 2916.203613
	Iteration 96Q: 3 clusters Score -1889443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1889443.125000 Penalty: 2916.203613
	Iteration 97F: 3 clusters Score -1889443 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (15622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Entering Unmasked Estep 
Score: -1633494.250000 Penalty: 1436.877563
	Iteration 0F: 2 clusters Score -1633494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1623314.250000 Penalty: 2873.755127
	Iteration 0F: 3 clusters Score -1623314 nChanged 6688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1626834.625000 Penalty: 2873.755127
	Iteration 1F: 3 clusters Score -1626835 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1627198.625000 Penalty: 2873.755127
	Iteration 2F: 3 clusters Score -1627199 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1627497.000000 Penalty: 2873.755127
	Iteration 3Q: 3 clusters Score -1627497 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1627765.125000 Penalty: 2873.755127
	Iteration 4Q: 3 clusters Score -1627765 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1628038.125000 Penalty: 2873.755127
	Iteration 5Q: 3 clusters Score -1628038 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1628330.500000 Penalty: 2873.755127
	Iteration 6Q: 3 clusters Score -1628330 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1628674.250000 Penalty: 2873.755127
	Iteration 7Q: 3 clusters Score -1628674 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1629033.875000 Penalty: 2873.755127
	Iteration 8Q: 3 clusters Score -1629034 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1629444.500000 Penalty: 2873.755127
	Iteration 9Q: 3 clusters Score -1629444 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -1629864.375000 Penalty: 2873.755127
	Iteration 10Q: 3 clusters Score -1629864 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -1630239.250000 Penalty: 2873.755127
	Iteration 11Q: 3 clusters Score -1630239 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -1630566.500000 Penalty: 2873.755127
	Iteration 12Q: 3 clusters Score -1630566 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -1630813.375000 Penalty: 2873.755127
	Iteration 13Q: 3 clusters Score -1630813 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -1630986.625000 Penalty: 2873.755127
	Iteration 14Q: 3 clusters Score -1630987 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1631137.750000 Penalty: 2873.755127
	Iteration 15Q: 3 clusters Score -1631138 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -1631271.875000 Penalty: 2873.755127
	Iteration 16Q: 3 clusters Score -1631272 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -1631375.875000 Penalty: 2873.755127
	Iteration 17Q: 3 clusters Score -1631376 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -1631480.125000 Penalty: 2873.755127
	Iteration 18Q: 3 clusters Score -1631480 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -1631555.750000 Penalty: 2873.755127
	Iteration 19Q: 3 clusters Score -1631556 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -1631626.875000 Penalty: 2873.755127
	Iteration 20F: 3 clusters Score -1631627 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -1631690.500000 Penalty: 2873.755127
	Iteration 21Q: 3 clusters Score -1631690 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -1631738.750000 Penalty: 2873.755127
	Iteration 22Q: 3 clusters Score -1631739 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -1631791.500000 Penalty: 2873.755127
	Iteration 23Q: 3 clusters Score -1631792 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -1631837.125000 Penalty: 2873.755127
	Iteration 24Q: 3 clusters Score -1631837 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -1631882.375000 Penalty: 2873.755127
	Iteration 25Q: 3 clusters Score -1631882 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -1631930.875000 Penalty: 2873.755127
	Iteration 26Q: 3 clusters Score -1631931 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -1631976.125000 Penalty: 2873.755127
	Iteration 27Q: 3 clusters Score -1631976 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -1632007.000000 Penalty: 2873.755127
	Iteration 28Q: 3 clusters Score -1632007 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -1632036.250000 Penalty: 2873.755127
	Iteration 29Q: 3 clusters Score -1632036 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -1632063.125000 Penalty: 2873.755127
	Iteration 30Q: 3 clusters Score -1632063 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -1632080.875000 Penalty: 2873.755127
	Iteration 31Q: 3 clusters Score -1632081 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -1632101.125000 Penalty: 2873.755127
	Iteration 32Q: 3 clusters Score -1632101 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -1632116.375000 Penalty: 2873.755127
	Iteration 33Q: 3 clusters Score -1632116 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -1632128.625000 Penalty: 2873.755127
	Iteration 34Q: 3 clusters Score -1632129 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -1632143.125000 Penalty: 2873.755127
	Iteration 35Q: 3 clusters Score -1632143 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -1632152.750000 Penalty: 2873.755127
	Iteration 36Q: 3 clusters Score -1632153 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -1632164.125000 Penalty: 2873.755127
	Iteration 37Q: 3 clusters Score -1632164 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -1632173.875000 Penalty: 2873.755127
	Iteration 38Q: 3 clusters Score -1632174 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -1632190.875000 Penalty: 2873.755127
	Iteration 39Q: 3 clusters Score -1632191 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -1632200.250000 Penalty: 2873.755127
	Iteration 40F: 3 clusters Score -1632200 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -1632211.000000 Penalty: 2873.755127
	Iteration 41Q: 3 clusters Score -1632211 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -1632224.375000 Penalty: 2873.755127
	Iteration 42Q: 3 clusters Score -1632224 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -1632242.500000 Penalty: 2873.755127
	Iteration 43Q: 3 clusters Score -1632242 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -1632254.750000 Penalty: 2873.755127
	Iteration 44Q: 3 clusters Score -1632255 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -1632272.250000 Penalty: 2873.755127
	Iteration 45Q: 3 clusters Score -1632272 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -1632286.250000 Penalty: 2873.755127
	Iteration 46Q: 3 clusters Score -1632286 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -1632293.750000 Penalty: 2873.755127
	Iteration 47Q: 3 clusters Score -1632294 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -1632301.250000 Penalty: 2873.755127
	Iteration 48Q: 3 clusters Score -1632301 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -1632314.375000 Penalty: 2873.755127
	Iteration 49Q: 3 clusters Score -1632314 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -1632319.250000 Penalty: 2873.755127
	Iteration 50Q: 3 clusters Score -1632319 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -1632332.500000 Penalty: 2873.755127
	Iteration 51Q: 3 clusters Score -1632332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -1632336.625000 Penalty: 2873.755127
	Iteration 52Q: 3 clusters Score -1632337 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -1632348.125000 Penalty: 2873.755127
	Iteration 53Q: 3 clusters Score -1632348 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -1632353.625000 Penalty: 2873.755127
	Iteration 54Q: 3 clusters Score -1632354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -1632359.250000 Penalty: 2873.755127
	Iteration 55Q: 3 clusters Score -1632359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -1632362.000000 Penalty: 2873.755127
	Iteration 56Q: 3 clusters Score -1632362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -1632364.750000 Penalty: 2873.755127
	Iteration 57Q: 3 clusters Score -1632365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -1632364.750000 Penalty: 2873.755127
	Iteration 58F: 3 clusters Score -1632365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (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: -301017.656250 Penalty: 1186.456787
	Iteration 0F: 2 clusters Score -301017.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -298597.406250 Penalty: 2372.913574
	Iteration 0F: 3 clusters Score -298597.4 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -299228.062500 Penalty: 2372.913574
	Iteration 1F: 3 clusters Score -299228.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -299372.812500 Penalty: 2372.913574
	Iteration 2F: 3 clusters Score -299372.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -299458.500000 Penalty: 2372.913574
	Iteration 3Q: 3 clusters Score -299458.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -299510.781250 Penalty: 2372.913574
	Iteration 4Q: 3 clusters Score -299510.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -299553.906250 Penalty: 2372.913574
	Iteration 5Q: 3 clusters Score -299553.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -299579.468750 Penalty: 2372.913574
	Iteration 6Q: 3 clusters Score -299579.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -299599.406250 Penalty: 2372.913574
	Iteration 7Q: 3 clusters Score -299599.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -299611.812500 Penalty: 2372.913574
	Iteration 8Q: 3 clusters Score -299611.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -299624.156250 Penalty: 2372.913574
	Iteration 9Q: 3 clusters Score -299624.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -299632.218750 Penalty: 2372.913574
	Iteration 10Q: 3 clusters Score -299632.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -299640.031250 Penalty: 2372.913574
	Iteration 11Q: 3 clusters Score -299640 nChanged 14
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: -299649.843750 Penalty: 2372.913574
	Iteration 12Q: 3 clusters Score -299649.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -299654.875000 Penalty: 2372.913574
	Iteration 13Q: 3 clusters Score -299654.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -299659.343750 Penalty: 2372.913574
	Iteration 14Q: 3 clusters Score -299659.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -299663.718750 Penalty: 2372.913574
	Iteration 15Q: 3 clusters Score -299663.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -299667.843750 Penalty: 2372.913574
	Iteration 16Q: 3 clusters Score -299667.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -299672.593750 Penalty: 2372.913574
	Iteration 17Q: 3 clusters Score -299672.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -299678.281250 Penalty: 2372.913574
	Iteration 18Q: 3 clusters Score -299678.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -299682.906250 Penalty: 2372.913574
	Iteration 19Q: 3 clusters Score -299682.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -299688.781250 Penalty: 2372.913574
	Iteration 20F: 3 clusters Score -299688.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -299694.031250 Penalty: 2372.913574
	Iteration 21Q: 3 clusters Score -299694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -299698.875000 Penalty: 2372.913574
	Iteration 22Q: 3 clusters Score -299698.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -299700.343750 Penalty: 2372.913574
	Iteration 23Q: 3 clusters Score -299700.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -299700.281250 Penalty: 2372.913574
	Iteration 24Q: 3 clusters Score -299700.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -299700.281250 Penalty: 2372.913574
	Iteration 25F: 3 clusters Score -299700.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Entering Unmasked Estep 
Score: -231328.906250 Penalty: 1165.403687
	Iteration 0F: 2 clusters Score -231328.9 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 1255 members 
Entering Unmasked Estep 
Score: -229199.562500 Penalty: 2330.807373
	Iteration 0F: 3 clusters Score -229199.6 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -229914.000000 Penalty: 2330.807373
	Iteration 1F: 3 clusters Score -229914 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -230140.093750 Penalty: 2330.807373
	Iteration 2F: 3 clusters Score -230140.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -230254.234375 Penalty: 2330.807373
	Iteration 3F: 3 clusters Score -230254.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -230322.562500 Penalty: 2330.807373
	Iteration 4Q: 3 clusters Score -230322.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -230372.000000 Penalty: 2330.807373
	Iteration 5Q: 3 clusters Score -230372 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -230401.265625 Penalty: 2330.807373
	Iteration 6Q: 3 clusters Score -230401.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -230419.796875 Penalty: 2330.807373
	Iteration 7Q: 3 clusters Score -230419.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -230441.750000 Penalty: 2330.807373
	Iteration 8Q: 3 clusters Score -230441.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -230469.921875 Penalty: 2330.807373
	Iteration 9Q: 3 clusters Score -230469.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -230498.546875 Penalty: 2330.807373
	Iteration 10Q: 3 clusters Score -230498.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -230532.718750 Penalty: 2330.807373
	Iteration 11Q: 3 clusters Score -230532.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -230572.609375 Penalty: 2330.807373
	Iteration 12Q: 3 clusters Score -230572.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -230605.921875 Penalty: 2330.807373
	Iteration 13Q: 3 clusters Score -230605.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -230642.828125 Penalty: 2330.807373
	Iteration 14Q: 3 clusters Score -230642.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -230668.171875 Penalty: 2330.807373
	Iteration 15Q: 3 clusters Score -230668.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -230687.390625 Penalty: 2330.807373
	Iteration 16Q: 3 clusters Score -230687.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -230708.328125 Penalty: 2330.807373
	Iteration 17Q: 3 clusters Score -230708.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -230728.578125 Penalty: 2330.807373
	Iteration 18Q: 3 clusters Score -230728.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -230740.968750 Penalty: 2330.807373
	Iteration 19Q: 3 clusters Score -230741 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -230752.593750 Penalty: 2330.807373
	Iteration 20F: 3 clusters Score -230752.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -230763.500000 Penalty: 2330.807373
	Iteration 21Q: 3 clusters Score -230763.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -230777.359375 Penalty: 2330.807373
	Iteration 22Q: 3 clusters Score -230777.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -230792.000000 Penalty: 2330.807373
	Iteration 23Q: 3 clusters Score -230792 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -230806.078125 Penalty: 2330.807373
	Iteration 24Q: 3 clusters Score -230806.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -230817.406250 Penalty: 2330.807373
	Iteration 25Q: 3 clusters Score -230817.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -230829.890625 Penalty: 2330.807373
	Iteration 26Q: 3 clusters Score -230829.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -230843.718750 Penalty: 2330.807373
	Iteration 27Q: 3 clusters Score -230843.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -230857.906250 Penalty: 2330.807373
	Iteration 28Q: 3 clusters Score -230857.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -230879.203125 Penalty: 2330.807373
	Iteration 29Q: 3 clusters Score -230879.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -230891.906250 Penalty: 2330.807373
	Iteration 30Q: 3 clusters Score -230891.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -230903.906250 Penalty: 2330.807373
	Iteration 31Q: 3 clusters Score -230903.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -230924.140625 Penalty: 2330.807373
	Iteration 32Q: 3 clusters Score -230924.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -230933.406250 Penalty: 2330.807373
	Iteration 33Q: 3 clusters Score -230933.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -230941.062500 Penalty: 2330.807373
	Iteration 34Q: 3 clusters Score -230941.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -230946.078125 Penalty: 2330.807373
	Iteration 35Q: 3 clusters Score -230946.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -230949.953125 Penalty: 2330.807373
	Iteration 36Q: 3 clusters Score -230950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -230954.296875 Penalty: 2330.807373
	Iteration 37Q: 3 clusters Score -230954.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -230956.609375 Penalty: 2330.807373
	Iteration 38Q: 3 clusters Score -230956.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -230958.109375 Penalty: 2330.807373
	Iteration 39Q: 3 clusters Score -230958.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -230958.671875 Penalty: 2330.807373
	Iteration 40F: 3 clusters Score -230958.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (5087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Entering Unmasked Estep 
Score: -531237.000000 Penalty: 1269.925293
	Iteration 0F: 2 clusters Score -531237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -527552.375000 Penalty: 2539.850586
	Iteration 0F: 3 clusters Score -527552.4 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -528642.000000 Penalty: 2539.850586
	Iteration 1F: 3 clusters Score -528642 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -528866.750000 Penalty: 2539.850586
	Iteration 2F: 3 clusters Score -528866.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -529002.375000 Penalty: 2539.850586
	Iteration 3F: 3 clusters Score -529002.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -529115.562500 Penalty: 2539.850586
	Iteration 4Q: 3 clusters Score -529115.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -529209.250000 Penalty: 2539.850586
	Iteration 5Q: 3 clusters Score -529209.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -529308.375000 Penalty: 2539.850586
	Iteration 6Q: 3 clusters Score -529308.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -529396.875000 Penalty: 2539.850586
	Iteration 7Q: 3 clusters Score -529396.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -529470.125000 Penalty: 2539.850586
	Iteration 8Q: 3 clusters Score -529470.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -529536.375000 Penalty: 2539.850586
	Iteration 9Q: 3 clusters Score -529536.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -529602.312500 Penalty: 2539.850586
	Iteration 10Q: 3 clusters Score -529602.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -529657.500000 Penalty: 2539.850586
	Iteration 11Q: 3 clusters Score -529657.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -529705.125000 Penalty: 2539.850586
	Iteration 12Q: 3 clusters Score -529705.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -529749.250000 Penalty: 2539.850586
	Iteration 13Q: 3 clusters Score -529749.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -529788.312500 Penalty: 2539.850586
	Iteration 14Q: 3 clusters Score -529788.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -529820.500000 Penalty: 2539.850586
	Iteration 15Q: 3 clusters Score -529820.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -529846.312500 Penalty: 2539.850586
	Iteration 16Q: 3 clusters Score -529846.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -529868.937500 Penalty: 2539.850586
	Iteration 17Q: 3 clusters Score -529868.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -529883.625000 Penalty: 2539.850586
	Iteration 18Q: 3 clusters Score -529883.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -529896.250000 Penalty: 2539.850586
	Iteration 19Q: 3 clusters Score -529896.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -529910.062500 Penalty: 2539.850586
	Iteration 20F: 3 clusters Score -529910.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -529917.562500 Penalty: 2539.850586
	Iteration 21Q: 3 clusters Score -529917.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -529925.187500 Penalty: 2539.850586
	Iteration 22Q: 3 clusters Score -529925.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -529929.437500 Penalty: 2539.850586
	Iteration 23Q: 3 clusters Score -529929.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -529934.312500 Penalty: 2539.850586
	Iteration 24Q: 3 clusters Score -529934.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -529938.562500 Penalty: 2539.850586
	Iteration 25Q: 3 clusters Score -529938.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -529944.187500 Penalty: 2539.850586
	Iteration 26Q: 3 clusters Score -529944.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -529948.250000 Penalty: 2539.850586
	Iteration 27Q: 3 clusters Score -529948.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -529949.375000 Penalty: 2539.850586
	Iteration 28Q: 3 clusters Score -529949.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -529954.937500 Penalty: 2539.850586
	Iteration 29Q: 3 clusters Score -529954.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -529959.375000 Penalty: 2539.850586
	Iteration 30Q: 3 clusters Score -529959.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -529963.937500 Penalty: 2539.850586
	Iteration 31Q: 3 clusters Score -529963.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -529967.500000 Penalty: 2539.850586
	Iteration 32Q: 3 clusters Score -529967.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -529972.500000 Penalty: 2539.850586
	Iteration 33Q: 3 clusters Score -529972.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -529976.687500 Penalty: 2539.850586
	Iteration 34Q: 3 clusters Score -529976.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -529979.375000 Penalty: 2539.850586
	Iteration 35Q: 3 clusters Score -529979.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -529981.125000 Penalty: 2539.850586
	Iteration 36Q: 3 clusters Score -529981.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -529983.937500 Penalty: 2539.850586
	Iteration 37Q: 3 clusters Score -529983.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -529989.000000 Penalty: 2539.850586
	Iteration 38Q: 3 clusters Score -529989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -529990.500000 Penalty: 2539.850586
	Iteration 39Q: 3 clusters Score -529990.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -529992.437500 Penalty: 2539.850586
	Iteration 40F: 3 clusters Score -529992.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -529993.937500 Penalty: 2539.850586
	Iteration 41Q: 3 clusters Score -529993.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -529995.125000 Penalty: 2539.850586
	Iteration 42Q: 3 clusters Score -529995.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -529996.687500 Penalty: 2539.850586
	Iteration 43Q: 3 clusters Score -529996.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -529999.812500 Penalty: 2539.850586
	Iteration 44Q: 3 clusters Score -529999.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -530003.625000 Penalty: 2539.850586
	Iteration 45Q: 3 clusters Score -530003.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -530008.375000 Penalty: 2539.850586
	Iteration 46Q: 3 clusters Score -530008.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -530011.062500 Penalty: 2539.850586
	Iteration 47Q: 3 clusters Score -530011.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -530014.375000 Penalty: 2539.850586
	Iteration 48Q: 3 clusters Score -530014.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -530016.750000 Penalty: 2539.850586
	Iteration 49Q: 3 clusters Score -530016.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -530021.000000 Penalty: 2539.850586
	Iteration 50Q: 3 clusters Score -530021 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -530025.125000 Penalty: 2539.850586
	Iteration 51Q: 3 clusters Score -530025.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -530025.687500 Penalty: 2539.850586
	Iteration 52Q: 3 clusters Score -530025.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -530027.000000 Penalty: 2539.850586
	Iteration 53Q: 3 clusters Score -530027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -530027.812500 Penalty: 2539.850586
	Iteration 54Q: 3 clusters Score -530027.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -530028.375000 Penalty: 2539.850586
	Iteration 55Q: 3 clusters Score -530028.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -530028.437500 Penalty: 2539.850586
	Iteration 56Q: 3 clusters Score -530028.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -530028.437500 Penalty: 2539.850586
	Iteration 57F: 3 clusters Score -530028.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Entering Unmasked Estep 
Score: -171710.062500 Penalty: 1127.017944
	Iteration 0F: 2 clusters Score -171710.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -169913.937500 Penalty: 2254.035889
	Iteration 0F: 3 clusters Score -169913.9 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -170382.890625 Penalty: 2254.035889
	Iteration 1F: 3 clusters Score -170382.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -170492.093750 Penalty: 2254.035889
	Iteration 2F: 3 clusters Score -170492.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -170548.656250 Penalty: 2254.035889
	Iteration 3Q: 3 clusters Score -170548.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -170577.281250 Penalty: 2254.035889
	Iteration 4Q: 3 clusters Score -170577.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -170602.109375 Penalty: 2254.035889
	Iteration 5Q: 3 clusters Score -170602.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -170623.234375 Penalty: 2254.035889
	Iteration 6Q: 3 clusters Score -170623.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -170642.265625 Penalty: 2254.035889
	Iteration 7Q: 3 clusters Score -170642.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -170652.203125 Penalty: 2254.035889
	Iteration 8Q: 3 clusters Score -170652.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -170658.312500 Penalty: 2254.035889
	Iteration 9Q: 3 clusters Score -170658.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -170661.187500 Penalty: 2254.035889
	Iteration 10Q: 3 clusters Score -170661.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -170663.593750 Penalty: 2254.035889
	Iteration 11Q: 3 clusters Score -170663.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -170664.000000 Penalty: 2254.035889
	Iteration 12Q: 3 clusters Score -170664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -170665.203125 Penalty: 2254.035889
	Iteration 13Q: 3 clusters Score -170665.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -170665.906250 Penalty: 2254.035889
	Iteration 14Q: 3 clusters Score -170665.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -170666.593750 Penalty: 2254.035889
	Iteration 15Q: 3 clusters Score -170666.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -170667.093750 Penalty: 2254.035889
	Iteration 16Q: 3 clusters Score -170667.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -170667.093750 Penalty: 2254.035889
	Iteration 17F: 3 clusters Score -170667.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Entering Unmasked Estep 
Score: -145380.218750 Penalty: 1065.186890
	Iteration 0F: 2 clusters Score -145380.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -143949.125000 Penalty: 2130.373779
	Iteration 0F: 3 clusters Score -143949.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -144319.687500 Penalty: 2130.373779
	Iteration 1F: 3 clusters Score -144319.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -144418.421875 Penalty: 2130.373779
	Iteration 2F: 3 clusters Score -144418.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -144462.265625 Penalty: 2130.373779
	Iteration 3Q: 3 clusters Score -144462.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -144492.875000 Penalty: 2130.373779
	Iteration 4Q: 3 clusters Score -144492.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -144512.750000 Penalty: 2130.373779
	Iteration 5Q: 3 clusters Score -144512.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -144528.062500 Penalty: 2130.373779
	Iteration 6Q: 3 clusters Score -144528.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -144533.484375 Penalty: 2130.373779
	Iteration 7Q: 3 clusters Score -144533.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -144538.468750 Penalty: 2130.373779
	Iteration 8Q: 3 clusters Score -144538.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -144544.343750 Penalty: 2130.373779
	Iteration 9Q: 3 clusters Score -144544.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -144547.203125 Penalty: 2130.373779
	Iteration 10Q: 3 clusters Score -144547.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -144548.078125 Penalty: 2130.373779
	Iteration 11Q: 3 clusters Score -144548.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -144548.078125 Penalty: 2130.373779
	Iteration 12F: 3 clusters Score -144548.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (11656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Entering Unmasked Estep 
Score: -1126701.875000 Penalty: 1393.300171
	Iteration 0F: 2 clusters Score -1126702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1118886.250000 Penalty: 2786.600342
	Iteration 0F: 3 clusters Score -1118886 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1121445.500000 Penalty: 2786.600342
	Iteration 1F: 3 clusters Score -1121446 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1121752.625000 Penalty: 2786.600342
	Iteration 2F: 3 clusters Score -1121753 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1121994.250000 Penalty: 2786.600342
	Iteration 3Q: 3 clusters Score -1121994 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1122206.500000 Penalty: 2786.600342
	Iteration 4Q: 3 clusters Score -1122206 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1122384.500000 Penalty: 2786.600342
	Iteration 5Q: 3 clusters Score -1122384 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1122532.750000 Penalty: 2786.600342
	Iteration 6Q: 3 clusters Score -1122533 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1122668.125000 Penalty: 2786.600342
	Iteration 7Q: 3 clusters Score -1122668 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1122801.625000 Penalty: 2786.600342
	Iteration 8Q: 3 clusters Score -1122802 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1122947.125000 Penalty: 2786.600342
	Iteration 9Q: 3 clusters Score -1122947 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1123093.500000 Penalty: 2786.600342
	Iteration 10Q: 3 clusters Score -1123094 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1123231.375000 Penalty: 2786.600342
	Iteration 11Q: 3 clusters Score -1123231 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1123373.250000 Penalty: 2786.600342
	Iteration 12Q: 3 clusters Score -1123373 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1123516.375000 Penalty: 2786.600342
	Iteration 13Q: 3 clusters Score -1123516 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1123657.750000 Penalty: 2786.600342
	Iteration 14Q: 3 clusters Score -1123658 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1123802.875000 Penalty: 2786.600342
	Iteration 15Q: 3 clusters Score -1123803 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1123934.750000 Penalty: 2786.600342
	Iteration 16Q: 3 clusters Score -1123935 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1124039.875000 Penalty: 2786.600342
	Iteration 17Q: 3 clusters Score -1124040 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1124135.375000 Penalty: 2786.600342
	Iteration 18Q: 3 clusters Score -1124135 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1124216.625000 Penalty: 2786.600342
	Iteration 19Q: 3 clusters Score -1124217 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1124277.625000 Penalty: 2786.600342
	Iteration 20F: 3 clusters Score -1124278 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1124342.000000 Penalty: 2786.600342
	Iteration 21Q: 3 clusters Score -1124342 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1124409.000000 Penalty: 2786.600342
	Iteration 22Q: 3 clusters Score -1124409 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1124464.375000 Penalty: 2786.600342
	Iteration 23Q: 3 clusters Score -1124464 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1124514.375000 Penalty: 2786.600342
	Iteration 24Q: 3 clusters Score -1124514 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1124564.375000 Penalty: 2786.600342
	Iteration 25Q: 3 clusters Score -1124564 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1124617.500000 Penalty: 2786.600342
	Iteration 26Q: 3 clusters Score -1124618 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1124670.750000 Penalty: 2786.600342
	Iteration 27Q: 3 clusters Score -1124671 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1124721.625000 Penalty: 2786.600342
	Iteration 28Q: 3 clusters Score -1124722 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1124766.250000 Penalty: 2786.600342
	Iteration 29Q: 3 clusters Score -1124766 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1124816.750000 Penalty: 2786.600342
	Iteration 30Q: 3 clusters Score -1124817 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1124870.875000 Penalty: 2786.600342
	Iteration 31Q: 3 clusters Score -1124871 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1124929.750000 Penalty: 2786.600342
	Iteration 32Q: 3 clusters Score -1124930 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1124989.250000 Penalty: 2786.600342
	Iteration 33Q: 3 clusters Score -1124989 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1125038.750000 Penalty: 2786.600342
	Iteration 34Q: 3 clusters Score -1125039 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1125083.875000 Penalty: 2786.600342
	Iteration 35Q: 3 clusters Score -1125084 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1125116.125000 Penalty: 2786.600342
	Iteration 36Q: 3 clusters Score -1125116 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1125149.875000 Penalty: 2786.600342
	Iteration 37Q: 3 clusters Score -1125150 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1125183.500000 Penalty: 2786.600342
	Iteration 38Q: 3 clusters Score -1125184 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1125221.750000 Penalty: 2786.600342
	Iteration 39Q: 3 clusters Score -1125222 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1125253.375000 Penalty: 2786.600342
	Iteration 40F: 3 clusters Score -1125253 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1125290.625000 Penalty: 2786.600342
	Iteration 41Q: 3 clusters Score -1125291 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1125316.750000 Penalty: 2786.600342
	Iteration 42Q: 3 clusters Score -1125317 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1125347.500000 Penalty: 2786.600342
	Iteration 43Q: 3 clusters Score -1125348 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1125373.625000 Penalty: 2786.600342
	Iteration 44Q: 3 clusters Score -1125374 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1125391.500000 Penalty: 2786.600342
	Iteration 45Q: 3 clusters Score -1125392 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1125413.000000 Penalty: 2786.600342
	Iteration 46Q: 3 clusters Score -1125413 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1125432.375000 Penalty: 2786.600342
	Iteration 47Q: 3 clusters Score -1125432 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1125449.250000 Penalty: 2786.600342
	Iteration 48Q: 3 clusters Score -1125449 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -1125467.625000 Penalty: 2786.600342
	Iteration 49Q: 3 clusters Score -1125468 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1125485.625000 Penalty: 2786.600342
	Iteration 50Q: 3 clusters Score -1125486 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1125500.500000 Penalty: 2786.600342
	Iteration 51Q: 3 clusters Score -1125500 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1125519.375000 Penalty: 2786.600342
	Iteration 52Q: 3 clusters Score -1125519 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1125533.625000 Penalty: 2786.600342
	Iteration 53Q: 3 clusters Score -1125534 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1125557.250000 Penalty: 2786.600342
	Iteration 54Q: 3 clusters Score -1125557 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1125581.875000 Penalty: 2786.600342
	Iteration 55Q: 3 clusters Score -1125582 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -1125606.500000 Penalty: 2786.600342
	Iteration 56Q: 3 clusters Score -1125606 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1125630.125000 Penalty: 2786.600342
	Iteration 57Q: 3 clusters Score -1125630 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1125660.000000 Penalty: 2786.600342
	Iteration 58Q: 3 clusters Score -1125660 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1125695.750000 Penalty: 2786.600342
	Iteration 59Q: 3 clusters Score -1125696 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -1125724.750000 Penalty: 2786.600342
	Iteration 60F: 3 clusters Score -1125725 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -1125749.375000 Penalty: 2786.600342
	Iteration 61Q: 3 clusters Score -1125749 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1125772.750000 Penalty: 2786.600342
	Iteration 62Q: 3 clusters Score -1125773 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1125786.375000 Penalty: 2786.600342
	Iteration 63Q: 3 clusters Score -1125786 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1125797.250000 Penalty: 2786.600342
	Iteration 64Q: 3 clusters Score -1125797 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1125803.250000 Penalty: 2786.600342
	Iteration 65Q: 3 clusters Score -1125803 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1125815.500000 Penalty: 2786.600342
	Iteration 66Q: 3 clusters Score -1125816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1125824.000000 Penalty: 2786.600342
	Iteration 67Q: 3 clusters Score -1125824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1125831.000000 Penalty: 2786.600342
	Iteration 68Q: 3 clusters Score -1125831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1125837.875000 Penalty: 2786.600342
	Iteration 69Q: 3 clusters Score -1125838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1125838.375000 Penalty: 2786.600342
	Iteration 70Q: 3 clusters Score -1125838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1125844.875000 Penalty: 2786.600342
	Iteration 71Q: 3 clusters Score -1125845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1125848.375000 Penalty: 2786.600342
	Iteration 72Q: 3 clusters Score -1125848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1125852.250000 Penalty: 2786.600342
	Iteration 73Q: 3 clusters Score -1125852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1125852.250000 Penalty: 2786.600342
	Iteration 74F: 3 clusters Score -1125852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (1768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Entering Unmasked Estep 
Score: -166047.562500 Penalty: 1112.667603
	Iteration 0F: 2 clusters Score -166047.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -164291.953125 Penalty: 2225.335205
	Iteration 0F: 3 clusters Score -164292 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -164710.937500 Penalty: 2225.335205
	Iteration 1F: 3 clusters Score -164710.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -164841.750000 Penalty: 2225.335205
	Iteration 2F: 3 clusters Score -164841.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -164904.875000 Penalty: 2225.335205
	Iteration 3Q: 3 clusters Score -164904.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -164942.734375 Penalty: 2225.335205
	Iteration 4Q: 3 clusters Score -164942.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -164969.671875 Penalty: 2225.335205
	Iteration 5Q: 3 clusters Score -164969.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -164993.750000 Penalty: 2225.335205
	Iteration 6Q: 3 clusters Score -164993.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -165007.187500 Penalty: 2225.335205
	Iteration 7Q: 3 clusters Score -165007.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -165019.031250 Penalty: 2225.335205
	Iteration 8Q: 3 clusters Score -165019 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -165024.171875 Penalty: 2225.335205
	Iteration 9Q: 3 clusters Score -165024.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -165030.359375 Penalty: 2225.335205
	Iteration 10Q: 3 clusters Score -165030.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -165033.421875 Penalty: 2225.335205
	Iteration 11Q: 3 clusters Score -165033.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -165035.750000 Penalty: 2225.335205
	Iteration 12Q: 3 clusters Score -165035.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -165035.921875 Penalty: 2225.335205
	Iteration 13Q: 3 clusters Score -165035.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -165036.546875 Penalty: 2225.335205
	Iteration 14Q: 3 clusters Score -165036.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -165036.546875 Penalty: 2225.335205
	Iteration 15F: 3 clusters Score -165036.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (1378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Entering Unmasked Estep 
Score: -138581.765625 Penalty: 1075.584229
	Iteration 0F: 2 clusters Score -138581.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -137125.515625 Penalty: 2151.168457
	Iteration 0F: 3 clusters Score -137125.5 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -137446.703125 Penalty: 2151.168457
	Iteration 1F: 3 clusters Score -137446.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -137529.484375 Penalty: 2151.168457
	Iteration 2F: 3 clusters Score -137529.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -137571.890625 Penalty: 2151.168457
	Iteration 3Q: 3 clusters Score -137571.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -137596.296875 Penalty: 2151.168457
	Iteration 4Q: 3 clusters Score -137596.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -137611.187500 Penalty: 2151.168457
	Iteration 5Q: 3 clusters Score -137611.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -137622.203125 Penalty: 2151.168457
	Iteration 6Q: 3 clusters Score -137622.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -137629.718750 Penalty: 2151.168457
	Iteration 7Q: 3 clusters Score -137629.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -137631.921875 Penalty: 2151.168457
	Iteration 8Q: 3 clusters Score -137631.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -137632.359375 Penalty: 2151.168457
	Iteration 9Q: 3 clusters Score -137632.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -137633.609375 Penalty: 2151.168457
	Iteration 10Q: 3 clusters Score -137633.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -137634.312500 Penalty: 2151.168457
	Iteration 11Q: 3 clusters Score -137634.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -137635.015625 Penalty: 2151.168457
	Iteration 12Q: 3 clusters Score -137635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -137635.156250 Penalty: 2151.168457
	Iteration 13Q: 3 clusters Score -137635.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -137635.156250 Penalty: 2151.168457
	Iteration 14F: 3 clusters Score -137635.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (20962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Entering Unmasked Estep 
Score: -2122542.250000 Penalty: 1480.629395
	Iteration 0F: 2 clusters Score -2122542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -2108708.500000 Penalty: 2961.258789
	Iteration 0F: 3 clusters Score -2108708 nChanged 9259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -2113739.500000 Penalty: 2961.258789
	Iteration 1F: 3 clusters Score -2113740 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -2114165.000000 Penalty: 2961.258789
	Iteration 2F: 3 clusters Score -2114165 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -2114584.000000 Penalty: 2961.258789
	Iteration 3Q: 3 clusters Score -2114584 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -2115023.250000 Penalty: 2961.258789
	Iteration 4Q: 3 clusters Score -2115023 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -2115518.250000 Penalty: 2961.258789
	Iteration 5Q: 3 clusters Score -2115518 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -2116172.500000 Penalty: 2961.258789
	Iteration 6Q: 3 clusters Score -2116172 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -2116897.250000 Penalty: 2961.258789
	Iteration 7Q: 3 clusters Score -2116897 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -2117631.000000 Penalty: 2961.258789
	Iteration 8Q: 3 clusters Score -2117631 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -2118285.000000 Penalty: 2961.258789
	Iteration 9Q: 3 clusters Score -2118285 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -2118796.250000 Penalty: 2961.258789
	Iteration 10Q: 3 clusters Score -2118796 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -2119201.000000 Penalty: 2961.258789
	Iteration 11Q: 3 clusters Score -2119201 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -2119534.750000 Penalty: 2961.258789
	Iteration 12Q: 3 clusters Score -2119535 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -2119812.750000 Penalty: 2961.258789
	Iteration 13Q: 3 clusters Score -2119813 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -2120075.000000 Penalty: 2961.258789
	Iteration 14Q: 3 clusters Score -2120075 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -2120258.000000 Penalty: 2961.258789
	Iteration 15Q: 3 clusters Score -2120258 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -2120400.750000 Penalty: 2961.258789
	Iteration 16Q: 3 clusters Score -2120401 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -2120516.250000 Penalty: 2961.258789
	Iteration 17Q: 3 clusters Score -2120516 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -2120608.500000 Penalty: 2961.258789
	Iteration 18Q: 3 clusters Score -2120608 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -2120681.500000 Penalty: 2961.258789
	Iteration 19Q: 3 clusters Score -2120682 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -2120755.500000 Penalty: 2961.258789
	Iteration 20F: 3 clusters Score -2120756 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -2120816.750000 Penalty: 2961.258789
	Iteration 21Q: 3 clusters Score -2120817 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -2120874.000000 Penalty: 2961.258789
	Iteration 22Q: 3 clusters Score -2120874 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -2120917.250000 Penalty: 2961.258789
	Iteration 23Q: 3 clusters Score -2120917 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -2120951.500000 Penalty: 2961.258789
	Iteration 24Q: 3 clusters Score -2120952 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -2120982.000000 Penalty: 2961.258789
	Iteration 25Q: 3 clusters Score -2120982 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -2121002.750000 Penalty: 2961.258789
	Iteration 26Q: 3 clusters Score -2121003 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -2121020.250000 Penalty: 2961.258789
	Iteration 27Q: 3 clusters Score -2121020 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -2121036.500000 Penalty: 2961.258789
	Iteration 28Q: 3 clusters Score -2121036 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -2121055.500000 Penalty: 2961.258789
	Iteration 29Q: 3 clusters Score -2121056 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -2121069.000000 Penalty: 2961.258789
	Iteration 30Q: 3 clusters Score -2121069 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -2121085.000000 Penalty: 2961.258789
	Iteration 31Q: 3 clusters Score -2121085 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -2121094.500000 Penalty: 2961.258789
	Iteration 32Q: 3 clusters Score -2121094 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -2121106.500000 Penalty: 2961.258789
	Iteration 33Q: 3 clusters Score -2121106 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -2121118.250000 Penalty: 2961.258789
	Iteration 34Q: 3 clusters Score -2121118 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -2121132.750000 Penalty: 2961.258789
	Iteration 35Q: 3 clusters Score -2121133 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -2121149.750000 Penalty: 2961.258789
	Iteration 36Q: 3 clusters Score -2121150 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -2121160.750000 Penalty: 2961.258789
	Iteration 37Q: 3 clusters Score -2121161 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -2121179.500000 Penalty: 2961.258789
	Iteration 38Q: 3 clusters Score -2121180 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -2121188.750000 Penalty: 2961.258789
	Iteration 39Q: 3 clusters Score -2121189 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -2121196.000000 Penalty: 2961.258789
	Iteration 40F: 3 clusters Score -2121196 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -2121200.500000 Penalty: 2961.258789
	Iteration 41Q: 3 clusters Score -2121200 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -2121212.750000 Penalty: 2961.258789
	Iteration 42Q: 3 clusters Score -2121213 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -2121223.500000 Penalty: 2961.258789
	Iteration 43Q: 3 clusters Score -2121224 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2121230.250000 Penalty: 2961.258789
	Iteration 44Q: 3 clusters Score -2121230 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -2121234.000000 Penalty: 2961.258789
	Iteration 45Q: 3 clusters Score -2121234 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -2121238.000000 Penalty: 2961.258789
	Iteration 46Q: 3 clusters Score -2121238 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -2121246.750000 Penalty: 2961.258789
	Iteration 47Q: 3 clusters Score -2121247 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -2121249.750000 Penalty: 2961.258789
	Iteration 48Q: 3 clusters Score -2121250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2121250.500000 Penalty: 2961.258789
	Iteration 49Q: 3 clusters Score -2121250 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -2121257.750000 Penalty: 2961.258789
	Iteration 50Q: 3 clusters Score -2121258 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -2121263.000000 Penalty: 2961.258789
	Iteration 51Q: 3 clusters Score -2121263 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -2121262.500000 Penalty: 2961.258789
	Iteration 52Q: 3 clusters Score -2121262 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -2121266.250000 Penalty: 2961.258789
	Iteration 53Q: 3 clusters Score -2121266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -2121268.750000 Penalty: 2961.258789
	Iteration 54Q: 3 clusters Score -2121269 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -2121272.250000 Penalty: 2961.258789
	Iteration 55Q: 3 clusters Score -2121272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2121277.250000 Penalty: 2961.258789
	Iteration 56Q: 3 clusters Score -2121277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -2121274.750000 Penalty: 2961.258789
	Iteration 57Q: 3 clusters Score -2121275 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2121279.750000 Penalty: 2961.258789
	Iteration 58Q: 3 clusters Score -2121280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2121281.250000 Penalty: 2961.258789
	Iteration 59Q: 3 clusters Score -2121281 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2121280.750000 Penalty: 2961.258789
	Iteration 60F: 3 clusters Score -2121281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -2121284.500000 Penalty: 2961.258789
	Iteration 61Q: 3 clusters Score -2121284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -2121288.250000 Penalty: 2961.258789
	Iteration 62Q: 3 clusters Score -2121288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -2121287.750000 Penalty: 2961.258789
	Iteration 63Q: 3 clusters Score -2121288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -2121286.250000 Penalty: 2961.258789
	Iteration 64Q: 3 clusters Score -2121286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -2121285.750000 Penalty: 2961.258789
	Iteration 65Q: 3 clusters Score -2121286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2121286.000000 Penalty: 2961.258789
	Iteration 66Q: 3 clusters Score -2121286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -2121290.000000 Penalty: 2961.258789
	Iteration 67Q: 3 clusters Score -2121290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -2121291.000000 Penalty: 2961.258789
	Iteration 68Q: 3 clusters Score -2121291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2121293.750000 Penalty: 2961.258789
	Iteration 69Q: 3 clusters Score -2121294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2121294.500000 Penalty: 2961.258789
	Iteration 70Q: 3 clusters Score -2121294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -2121293.250000 Penalty: 2961.258789
	Iteration 71Q: 3 clusters Score -2121293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2121295.000000 Penalty: 2961.258789
	Iteration 72Q: 3 clusters Score -2121295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -2121301.000000 Penalty: 2961.258789
	Iteration 73Q: 3 clusters Score -2121301 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2121301.250000 Penalty: 2961.258789
	Iteration 74Q: 3 clusters Score -2121301 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2121305.250000 Penalty: 2961.258789
	Iteration 75Q: 3 clusters Score -2121305 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2121308.000000 Penalty: 2961.258789
	Iteration 76Q: 3 clusters Score -2121308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -2121312.750000 Penalty: 2961.258789
	Iteration 77Q: 3 clusters Score -2121313 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -2121314.250000 Penalty: 2961.258789
	Iteration 78Q: 3 clusters Score -2121314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2121318.750000 Penalty: 2961.258789
	Iteration 79Q: 3 clusters Score -2121319 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2121326.000000 Penalty: 2961.258789
	Iteration 80F: 3 clusters Score -2121326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2121331.750000 Penalty: 2961.258789
	Iteration 81Q: 3 clusters Score -2121332 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -2121344.000000 Penalty: 2961.258789
	Iteration 82Q: 3 clusters Score -2121344 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2121346.750000 Penalty: 2961.258789
	Iteration 83Q: 3 clusters Score -2121347 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2121347.500000 Penalty: 2961.258789
	Iteration 84Q: 3 clusters Score -2121348 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2121355.250000 Penalty: 2961.258789
	Iteration 85Q: 3 clusters Score -2121355 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2121362.500000 Penalty: 2961.258789
	Iteration 86Q: 3 clusters Score -2121362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2121370.250000 Penalty: 2961.258789
	Iteration 87Q: 3 clusters Score -2121370 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2121368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2121370 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2121376.500000 Penalty: 2961.258789
	Iteration 90Q: 3 clusters Score -2121376 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2121379.750000 Penalty: 2961.258789
	Iteration 91Q: 3 clusters Score -2121380 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2121382.250000 Penalty: 2961.258789
	Iteration 92Q: 3 clusters Score -2121382 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2121387.250000 Penalty: 2961.258789
	Iteration 93Q: 3 clusters Score -2121387 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2121391.000000 Penalty: 2961.258789
	Iteration 94Q: 3 clusters Score -2121391 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2121390.750000 Penalty: 2961.258789
	Iteration 95Q: 3 clusters Score -2121391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2121397.500000 Penalty: 2961.258789
	Iteration 96Q: 3 clusters Score -2121398 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2121399.500000 Penalty: 2961.258789
	Iteration 97Q: 3 clusters Score -2121400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2121397.250000 Penalty: 2961.258789
	Iteration 98Q: 3 clusters Score -2121397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2121400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2121400.250000 Penalty: 2961.258789
	Iteration 100F: 3 clusters Score -2121400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2121402.500000 Penalty: 2961.258789
	Iteration 101Q: 3 clusters Score -2121402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2121403.000000 Penalty: 2961.258789
	Iteration 102Q: 3 clusters Score -2121403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2121404.000000 Penalty: 2961.258789
	Iteration 103Q: 3 clusters Score -2121404 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2121403.750000 Penalty: 2961.258789
	Iteration 104Q: 3 clusters Score -2121404 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2121402.750000 Penalty: 2961.258789
	Iteration 105Q: 3 clusters Score -2121403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2121403.250000 Penalty: 2961.258789
	Iteration 106Q: 3 clusters Score -2121403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2121404.250000 Penalty: 2961.258789
	Iteration 107Q: 3 clusters Score -2121404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2121405.750000 Penalty: 2961.258789
	Iteration 108Q: 3 clusters Score -2121406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2121410.250000 Penalty: 2961.258789
	Iteration 109Q: 3 clusters Score -2121410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2121412.000000 Penalty: 2961.258789
	Iteration 110Q: 3 clusters Score -2121412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2121413.000000 Penalty: 2961.258789
	Iteration 111Q: 3 clusters Score -2121413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2121413.000000 Penalty: 2961.258789
	Iteration 112F: 3 clusters Score -2121413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Entering Unmasked Estep 
Score: -79070.945312 Penalty: 1022.572693
	Iteration 0F: 2 clusters Score -79070.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -77868.750000 Penalty: 2045.145386
	Iteration 0F: 3 clusters Score -77868.75 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -78166.484375 Penalty: 2045.145386
	Iteration 1F: 3 clusters Score -78166.48 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -78263.140625 Penalty: 2045.145386
	Iteration 2F: 3 clusters Score -78263.14 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -78308.773438 Penalty: 2045.145386
	Iteration 3Q: 3 clusters Score -78308.77 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -78340.281250 Penalty: 2045.145386
	Iteration 4Q: 3 clusters Score -78340.28 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -78359.820312 Penalty: 2045.145386
	Iteration 5Q: 3 clusters Score -78359.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -78367.734375 Penalty: 2045.145386
	Iteration 6Q: 3 clusters Score -78367.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -78375.968750 Penalty: 2045.145386
	Iteration 7Q: 3 clusters Score -78375.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -78384.914062 Penalty: 2045.145386
	Iteration 8Q: 3 clusters Score -78384.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -78390.523438 Penalty: 2045.145386
	Iteration 9Q: 3 clusters Score -78390.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -78397.984375 Penalty: 2045.145386
	Iteration 10Q: 3 clusters Score -78397.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -78408.664062 Penalty: 2045.145386
	Iteration 11Q: 3 clusters Score -78408.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -78415.007812 Penalty: 2045.145386
	Iteration 12Q: 3 clusters Score -78415.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -78416.984375 Penalty: 2045.145386
	Iteration 13Q: 3 clusters Score -78416.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -78419.171875 Penalty: 2045.145386
	Iteration 14Q: 3 clusters Score -78419.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -78419.171875 Penalty: 2045.145386
	Iteration 15F: 3 clusters Score -78419.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (4805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Entering Unmasked Estep 
Score: -520673.562500 Penalty: 1261.438965
	Iteration 0F: 2 clusters Score -520673.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -517108.218750 Penalty: 2522.877930
	Iteration 0F: 3 clusters Score -517108.2 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -518191.687500 Penalty: 2522.877930
	Iteration 1F: 3 clusters Score -518191.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -518369.062500 Penalty: 2522.877930
	Iteration 2F: 3 clusters Score -518369.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -518467.031250 Penalty: 2522.877930
	Iteration 3Q: 3 clusters Score -518467 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -518534.812500 Penalty: 2522.877930
	Iteration 4Q: 3 clusters Score -518534.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -518575.812500 Penalty: 2522.877930
	Iteration 5Q: 3 clusters Score -518575.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -518611.031250 Penalty: 2522.877930
	Iteration 6Q: 3 clusters Score -518611 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -518633.812500 Penalty: 2522.877930
	Iteration 7Q: 3 clusters Score -518633.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -518649.875000 Penalty: 2522.877930
	Iteration 8Q: 3 clusters Score -518649.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -518663.000000 Penalty: 2522.877930
	Iteration 9Q: 3 clusters Score -518663 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -518675.843750 Penalty: 2522.877930
	Iteration 10Q: 3 clusters Score -518675.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -518683.812500 Penalty: 2522.877930
	Iteration 11Q: 3 clusters Score -518683.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -518692.906250 Penalty: 2522.877930
	Iteration 12Q: 3 clusters Score -518692.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -518698.312500 Penalty: 2522.877930
	Iteration 13Q: 3 clusters Score -518698.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -518700.593750 Penalty: 2522.877930
	Iteration 14Q: 3 clusters Score -518700.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -518705.875000 Penalty: 2522.877930
	Iteration 15Q: 3 clusters Score -518705.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -518711.781250 Penalty: 2522.877930
	Iteration 16Q: 3 clusters Score -518711.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -518719.906250 Penalty: 2522.877930
	Iteration 17Q: 3 clusters Score -518719.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -518724.781250 Penalty: 2522.877930
	Iteration 18Q: 3 clusters Score -518724.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -518731.093750 Penalty: 2522.877930
	Iteration 19Q: 3 clusters Score -518731.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -518740.781250 Penalty: 2522.877930
	Iteration 20F: 3 clusters Score -518740.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -518750.093750 Penalty: 2522.877930
	Iteration 21Q: 3 clusters Score -518750.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -518758.968750 Penalty: 2522.877930
	Iteration 22Q: 3 clusters Score -518759 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -518767.125000 Penalty: 2522.877930
	Iteration 23Q: 3 clusters Score -518767.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -518776.125000 Penalty: 2522.877930
	Iteration 24Q: 3 clusters Score -518776.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -518788.500000 Penalty: 2522.877930
	Iteration 25Q: 3 clusters Score -518788.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -518804.687500 Penalty: 2522.877930
	Iteration 26Q: 3 clusters Score -518804.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -518820.593750 Penalty: 2522.877930
	Iteration 27Q: 3 clusters Score -518820.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -518838.062500 Penalty: 2522.877930
	Iteration 28Q: 3 clusters Score -518838.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -518852.968750 Penalty: 2522.877930
	Iteration 29Q: 3 clusters Score -518853 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -518866.593750 Penalty: 2522.877930
	Iteration 30Q: 3 clusters Score -518866.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -518879.593750 Penalty: 2522.877930
	Iteration 31Q: 3 clusters Score -518879.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -518890.906250 Penalty: 2522.877930
	Iteration 32Q: 3 clusters Score -518890.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -518902.250000 Penalty: 2522.877930
	Iteration 33Q: 3 clusters Score -518902.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -518910.531250 Penalty: 2522.877930
	Iteration 34Q: 3 clusters Score -518910.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -518916.875000 Penalty: 2522.877930
	Iteration 35Q: 3 clusters Score -518916.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -518925.156250 Penalty: 2522.877930
	Iteration 36Q: 3 clusters Score -518925.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -518939.125000 Penalty: 2522.877930
	Iteration 37Q: 3 clusters Score -518939.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -518961.375000 Penalty: 2522.877930
	Iteration 38Q: 3 clusters Score -518961.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -518982.625000 Penalty: 2522.877930
	Iteration 39Q: 3 clusters Score -518982.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -519002.531250 Penalty: 2522.877930
	Iteration 40F: 3 clusters Score -519002.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -519021.031250 Penalty: 2522.877930
	Iteration 41Q: 3 clusters Score -519021 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -519042.593750 Penalty: 2522.877930
	Iteration 42Q: 3 clusters Score -519042.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -519065.656250 Penalty: 2522.877930
	Iteration 43Q: 3 clusters Score -519065.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -519084.343750 Penalty: 2522.877930
	Iteration 44Q: 3 clusters Score -519084.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -519102.625000 Penalty: 2522.877930
	Iteration 45Q: 3 clusters Score -519102.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -519126.812500 Penalty: 2522.877930
	Iteration 46Q: 3 clusters Score -519126.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -519159.687500 Penalty: 2522.877930
	Iteration 47Q: 3 clusters Score -519159.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -519192.500000 Penalty: 2522.877930
	Iteration 48Q: 3 clusters Score -519192.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -519224.437500 Penalty: 2522.877930
	Iteration 49Q: 3 clusters Score -519224.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -519250.593750 Penalty: 2522.877930
	Iteration 50Q: 3 clusters Score -519250.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -519280.375000 Penalty: 2522.877930
	Iteration 51Q: 3 clusters Score -519280.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -519308.062500 Penalty: 2522.877930
	Iteration 52Q: 3 clusters Score -519308.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -519340.500000 Penalty: 2522.877930
	Iteration 53Q: 3 clusters Score -519340.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -519366.250000 Penalty: 2522.877930
	Iteration 54Q: 3 clusters Score -519366.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -519396.562500 Penalty: 2522.877930
	Iteration 55Q: 3 clusters Score -519396.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -519421.750000 Penalty: 2522.877930
	Iteration 56Q: 3 clusters Score -519421.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -519457.843750 Penalty: 2522.877930
	Iteration 57Q: 3 clusters Score -519457.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -519501.218750 Penalty: 2522.877930
	Iteration 58Q: 3 clusters Score -519501.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -519531.343750 Penalty: 2522.877930
	Iteration 59Q: 3 clusters Score -519531.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -519564.562500 Penalty: 2522.877930
	Iteration 60F: 3 clusters Score -519564.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -519582.937500 Penalty: 2522.877930
	Iteration 61Q: 3 clusters Score -519582.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -519598.718750 Penalty: 2522.877930
	Iteration 62Q: 3 clusters Score -519598.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -519613.406250 Penalty: 2522.877930
	Iteration 63Q: 3 clusters Score -519613.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -519626.031250 Penalty: 2522.877930
	Iteration 64Q: 3 clusters Score -519626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -519634.156250 Penalty: 2522.877930
	Iteration 65Q: 3 clusters Score -519634.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -519637.375000 Penalty: 2522.877930
	Iteration 66Q: 3 clusters Score -519637.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -519644.500000 Penalty: 2522.877930
	Iteration 67Q: 3 clusters Score -519644.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -519653.937500 Penalty: 2522.877930
	Iteration 68Q: 3 clusters Score -519653.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -519660.781250 Penalty: 2522.877930
	Iteration 69Q: 3 clusters Score -519660.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -519667.281250 Penalty: 2522.877930
	Iteration 70Q: 3 clusters Score -519667.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -519670.656250 Penalty: 2522.877930
	Iteration 71Q: 3 clusters Score -519670.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -519670.656250 Penalty: 2522.877930
	Iteration 72Q: 3 clusters Score -519670.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -519673.250000 Penalty: 2522.877930
	Iteration 73Q: 3 clusters Score -519673.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -519676.312500 Penalty: 2522.877930
	Iteration 74Q: 3 clusters Score -519676.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -519679.093750 Penalty: 2522.877930
	Iteration 75Q: 3 clusters Score -519679.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -519681.562500 Penalty: 2522.877930
	Iteration 76Q: 3 clusters Score -519681.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -519682.531250 Penalty: 2522.877930
	Iteration 77Q: 3 clusters Score -519682.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -519682.531250 Penalty: 2522.877930
	Iteration 78F: 3 clusters Score -519682.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61565 members 
Mstep: Class 2 contains 10444 members 
Mstep: Class 3 contains 6982 members 
Mstep: Class 4 contains 47984 members 
Mstep: Class 5 contains 8314 members 
Mstep: Class 6 contains 11285 members 
Mstep: Class 7 contains 56012 members 
Mstep: Class 8 contains 4247 members 
Mstep: Class 9 contains 11015 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 7481 members 
Mstep: Class 13 contains 18904 members 
Mstep: Class 14 contains 37748 members 
Mstep: Class 15 contains 16479 members 
Mstep: Class 16 contains 22176 members 
Mstep: Class 17 contains 22747 members 
Mstep: Class 18 contains 19727 members 
Mstep: Class 19 contains 343 members 
Mstep: Class 20 contains 198686 members 
Mstep: Class 21 contains 12184 members 
Mstep: Class 22 contains 1776 members 
Mstep: Class 23 contains 6254 members 
Mstep: Class 24 contains 2163 members 
Mstep: Class 25 contains 36577 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14838 members 
Mstep: Class 28 contains 19766 members 
Mstep: Class 29 contains 37486 members 
Mstep: Class 30 contains 10783 members 
Mstep: Class 31 contains 9179 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 7996 members 
Mstep: Class 34 contains 4036 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1605 members 
Mstep: Class 37 contains 4278 members 
Mstep: Class 38 contains 3413 members 
Mstep: Class 39 contains 34043 members 
Mstep: Class 40 contains 18017 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2520 members 
Mstep: Class 44 contains 5087 members 
Mstep: Class 45 contains 1947 members 
Mstep: Class 46 contains 1285 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 1768 members 
Mstep: Class 49 contains 1378 members 
Mstep: Class 50 contains 20962 members 
Mstep: Class 51 contains 965 members 
Mstep: Class 52 contains 4805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88136352.000000 Penalty: 112202.140625
Iteration 357F: 56 clusters Score -8.813635e+07 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61488 members 
Mstep: Class 2 contains 10350 members 
Mstep: Class 3 contains 6983 members 
Mstep: Class 4 contains 47970 members 
Mstep: Class 5 contains 8283 members 
Mstep: Class 6 contains 11285 members 
Mstep: Class 7 contains 55940 members 
Mstep: Class 8 contains 4317 members 
Mstep: Class 9 contains 11023 members 
Mstep: Class 10 contains 11457 members 
Mstep: Class 11 contains 10293 members 
Mstep: Class 12 contains 7481 members 
Mstep: Class 13 contains 19059 members 
Mstep: Class 14 contains 37797 members 
Mstep: Class 15 contains 16491 members 
Mstep: Class 16 contains 22116 members 
Mstep: Class 17 contains 23107 members 
Mstep: Class 18 contains 19729 members 
Mstep: Class 19 contains 351 members 
Mstep: Class 20 contains 198400 members 
Mstep: Class 21 contains 12171 members 
Mstep: Class 22 contains 1776 members 
Mstep: Class 23 contains 6233 members 
Mstep: Class 24 contains 2175 members 
Mstep: Class 25 contains 36542 members 
Mstep: Class 26 contains 6410 members 
Mstep: Class 27 contains 14849 members 
Mstep: Class 28 contains 19498 members 
Mstep: Class 29 contains 37378 members 
Mstep: Class 30 contains 10652 members 
Mstep: Class 31 contains 9178 members 
Mstep: Class 32 contains 988 members 
Mstep: Class 33 contains 8001 members 
Mstep: Class 34 contains 4038 members 
Mstep: Class 35 contains 246 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 4272 members 
Mstep: Class 38 contains 3412 members 
Mstep: Class 39 contains 34048 members 
Mstep: Class 40 contains 18029 members 
Mstep: Class 41 contains 15633 members 
Mstep: Class 42 contains 2907 members 
Mstep: Class 43 contains 2465 members 
Mstep: Class 44 contains 5088 members 
Mstep: Class 45 contains 1940 members 
Mstep: Class 46 contains 1290 members 
Mstep: Class 47 contains 11678 members 
Mstep: Class 48 contains 1768 members 
Mstep: Class 49 contains 1374 members 
Mstep: Class 50 contains 20962 members 
Mstep: Class 51 contains 966 members 
Mstep: Class 52 contains 4805 members 
Mstep: Class 53 contains 6482 members 
Mstep: Class 54 contains 5688 members 
Mstep: Class 55 contains 1297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88137368.000000 Penalty: 112202.140625
Iteration 358Q: 56 clusters Score -8.813737e+07 nChanged 2165
Entering ConstructFrom: 
Score: -88137368.000000 Penalty: 112202.140625
Entering ConstructFrom: 
Trying to split cluster 1 (61422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61422 members 
Entering Unmasked Estep 
Score: -6304232.000000 Penalty: 1640.597900
	Iteration 0F: 2 clusters Score -6304232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30699 members 
Mstep: Class 2 contains 30723 members 
Entering Unmasked Estep 
Score: -6264167.000000 Penalty: 3281.195801
	Iteration 0F: 3 clusters Score -6264167 nChanged 28457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30086 members 
Mstep: Class 2 contains 31336 members 
Entering Unmasked Estep 
Score: -6280356.500000 Penalty: 3281.195801
	Iteration 1F: 3 clusters Score -6280356 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29604 members 
Mstep: Class 2 contains 31818 members 
Entering Unmasked Estep 
Score: -6281153.500000 Penalty: 3281.195801
	Iteration 2Q: 3 clusters Score -6281154 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28878 members 
Mstep: Class 2 contains 32544 members 
Entering Unmasked Estep 
Score: -6282105.000000 Penalty: 3281.195801
	Iteration 3Q: 3 clusters Score -6282105 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27852 members 
Mstep: Class 2 contains 33570 members 
Entering Unmasked Estep 
Score: -6283513.000000 Penalty: 3281.195801
	Iteration 4Q: 3 clusters Score -6283513 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26466 members 
Mstep: Class 2 contains 34956 members 
Entering Unmasked Estep 
Score: -6285216.500000 Penalty: 3281.195801
	Iteration 5F: 3 clusters Score -6285216 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24903 members 
Mstep: Class 2 contains 36519 members 
Entering Unmasked Estep 
Score: -6287129.500000 Penalty: 3281.195801
	Iteration 6F: 3 clusters Score -6287130 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 38131 members 
Entering Unmasked Estep 
Score: -6289144.000000 Penalty: 3281.195801
	Iteration 7F: 3 clusters Score -6289144 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 39805 members 
Entering Unmasked Estep 
Score: -6291052.000000 Penalty: 3281.195801
	Iteration 8F: 3 clusters Score -6291052 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 41324 members 
Entering Unmasked Estep 
Score: -6292662.000000 Penalty: 3281.195801
	Iteration 9Q: 3 clusters Score -6292662 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 42673 members 
Entering Unmasked Estep 
Score: -6294044.500000 Penalty: 3281.195801
	Iteration 10Q: 3 clusters Score -6294044 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 43859 members 
Entering Unmasked Estep 
Score: -6295157.500000 Penalty: 3281.195801
	Iteration 11Q: 3 clusters Score -6295158 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 44854 members 
Entering Unmasked Estep 
Score: -6296122.500000 Penalty: 3281.195801
	Iteration 12Q: 3 clusters Score -6296122 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 45774 members 
Entering Unmasked Estep 
Score: -6296894.500000 Penalty: 3281.195801
	Iteration 13Q: 3 clusters Score -6296894 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 46603 members 
Entering Unmasked Estep 
Score: -6297507.500000 Penalty: 3281.195801
	Iteration 14Q: 3 clusters Score -6297508 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 47419 members 
Entering Unmasked Estep 
Score: -6297915.500000 Penalty: 3281.195801
	Iteration 15Q: 3 clusters Score -6297916 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 48202 members 
Entering Unmasked Estep 
Score: -6298270.000000 Penalty: 3281.195801
	Iteration 16Q: 3 clusters Score -6298270 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 48894 members 
Entering Unmasked Estep 
Score: -6298512.500000 Penalty: 3281.195801
	Iteration 17Q: 3 clusters Score -6298512 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 49589 members 
Entering Unmasked Estep 
Score: -6298741.500000 Penalty: 3281.195801
	Iteration 18Q: 3 clusters Score -6298742 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 50293 members 
Entering Unmasked Estep 
Score: -6298981.500000 Penalty: 3281.195801
	Iteration 19Q: 3 clusters Score -6298982 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 50984 members 
Entering Unmasked Estep 
Score: -6299189.500000 Penalty: 3281.195801
	Iteration 20F: 3 clusters Score -6299190 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 51687 members 
Entering Unmasked Estep 
Score: -6299423.500000 Penalty: 3281.195801
	Iteration 21Q: 3 clusters Score -6299424 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 52416 members 
Entering Unmasked Estep 
Score: -6299638.000000 Penalty: 3281.195801
	Iteration 22Q: 3 clusters Score -6299638 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 53102 members 
Entering Unmasked Estep 
Score: -6299904.000000 Penalty: 3281.195801
	Iteration 23Q: 3 clusters Score -6299904 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 53763 members 
Entering Unmasked Estep 
Score: -6300149.000000 Penalty: 3281.195801
	Iteration 24Q: 3 clusters Score -6300149 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 54392 members 
Entering Unmasked Estep 
Score: -6300352.000000 Penalty: 3281.195801
	Iteration 25Q: 3 clusters Score -6300352 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 55033 members 
Entering Unmasked Estep 
Score: -6300597.500000 Penalty: 3281.195801
	Iteration 26Q: 3 clusters Score -6300598 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 55666 members 
Entering Unmasked Estep 
Score: -6300827.500000 Penalty: 3281.195801
	Iteration 27Q: 3 clusters Score -6300828 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 56273 members 
Entering Unmasked Estep 
Score: -6301061.000000 Penalty: 3281.195801
	Iteration 28Q: 3 clusters Score -6301061 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 56821 members 
Entering Unmasked Estep 
Score: -6301237.500000 Penalty: 3281.195801
	Iteration 29Q: 3 clusters Score -6301238 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 57341 members 
Entering Unmasked Estep 
Score: -6301434.000000 Penalty: 3281.195801
	Iteration 30Q: 3 clusters Score -6301434 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 57843 members 
Entering Unmasked Estep 
Score: -6301618.500000 Penalty: 3281.195801
	Iteration 31Q: 3 clusters Score -6301618 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 58286 members 
Entering Unmasked Estep 
Score: -6301838.000000 Penalty: 3281.195801
	Iteration 32Q: 3 clusters Score -6301838 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 58702 members 
Entering Unmasked Estep 
Score: -6302060.500000 Penalty: 3281.195801
	Iteration 33Q: 3 clusters Score -6302060 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 59067 members 
Entering Unmasked Estep 
Score: -6302209.000000 Penalty: 3281.195801
	Iteration 34Q: 3 clusters Score -6302209 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 59370 members 
Entering Unmasked Estep 
Score: -6302372.500000 Penalty: 3281.195801
	Iteration 35Q: 3 clusters Score -6302372 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 59603 members 
Entering Unmasked Estep 
Score: -6302500.000000 Penalty: 3281.195801
	Iteration 36Q: 3 clusters Score -6302500 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 59790 members 
Entering Unmasked Estep 
Score: -6302588.000000 Penalty: 3281.195801
	Iteration 37Q: 3 clusters Score -6302588 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 59953 members 
Entering Unmasked Estep 
Score: -6302661.000000 Penalty: 3281.195801
	Iteration 38Q: 3 clusters Score -6302661 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 60083 members 
Entering Unmasked Estep 
Score: -6302748.500000 Penalty: 3281.195801
	Iteration 39Q: 3 clusters Score -6302748 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 60176 members 
Entering Unmasked Estep 
Score: -6302793.500000 Penalty: 3281.195801
	Iteration 40F: 3 clusters Score -6302794 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 60259 members 
Entering Unmasked Estep 
Score: -6302831.000000 Penalty: 3281.195801
	Iteration 41Q: 3 clusters Score -6302831 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 60331 members 
Entering Unmasked Estep 
Score: -6302884.000000 Penalty: 3281.195801
	Iteration 42Q: 3 clusters Score -6302884 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 60386 members 
Entering Unmasked Estep 
Score: -6302905.500000 Penalty: 3281.195801
	Iteration 43Q: 3 clusters Score -6302906 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 60431 members 
Entering Unmasked Estep 
Score: -6302917.500000 Penalty: 3281.195801
	Iteration 44Q: 3 clusters Score -6302918 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 60458 members 
Entering Unmasked Estep 
Score: -6302930.500000 Penalty: 3281.195801
	Iteration 45Q: 3 clusters Score -6302930 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 60480 members 
Entering Unmasked Estep 
Score: -6302941.000000 Penalty: 3281.195801
	Iteration 46Q: 3 clusters Score -6302941 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 60500 members 
Entering Unmasked Estep 
Score: -6302956.500000 Penalty: 3281.195801
	Iteration 47Q: 3 clusters Score -6302956 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 60520 members 
Entering Unmasked Estep 
Score: -6302955.500000 Penalty: 3281.195801
	Iteration 48Q: 3 clusters Score -6302956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 60534 members 
Entering Unmasked Estep 
Score: -6302961.500000 Penalty: 3281.195801
	Iteration 49Q: 3 clusters Score -6302962 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 60545 members 
Entering Unmasked Estep 
Score: -6302978.000000 Penalty: 3281.195801
	Iteration 50Q: 3 clusters Score -6302978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 60557 members 
Entering Unmasked Estep 
Score: -6302988.000000 Penalty: 3281.195801
	Iteration 51Q: 3 clusters Score -6302988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 60565 members 
Entering Unmasked Estep 
Score: -6302994.000000 Penalty: 3281.195801
	Iteration 52Q: 3 clusters Score -6302994 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 60579 members 
Entering Unmasked Estep 
Score: -6303003.000000 Penalty: 3281.195801
	Iteration 53Q: 3 clusters Score -6303003 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 60590 members 
Entering Unmasked Estep 
Score: -6303004.500000 Penalty: 3281.195801
	Iteration 54Q: 3 clusters Score -6303004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 60601 members 
Entering Unmasked Estep 
Score: -6303010.500000 Penalty: 3281.195801
	Iteration 55Q: 3 clusters Score -6303010 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 60613 members 
Entering Unmasked Estep 
Score: -6303017.500000 Penalty: 3281.195801
	Iteration 56Q: 3 clusters Score -6303018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 60623 members 
Entering Unmasked Estep 
Score: -6303026.500000 Penalty: 3281.195801
	Iteration 57Q: 3 clusters Score -6303026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 60632 members 
Entering Unmasked Estep 
Score: -6303023.500000 Penalty: 3281.195801
	Iteration 58Q: 3 clusters Score -6303024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 60636 members 
Entering Unmasked Estep 
Score: -6303034.000000 Penalty: 3281.195801
	Iteration 59Q: 3 clusters Score -6303034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 60642 members 
Entering Unmasked Estep 
Score: -6303035.000000 Penalty: 3281.195801
	Iteration 60F: 3 clusters Score -6303035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 60647 members 
Entering Unmasked Estep 
Score: -6303046.000000 Penalty: 3281.195801
	Iteration 61Q: 3 clusters Score -6303046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 60647 members 
Entering Unmasked Estep 
Score: -6303043.500000 Penalty: 3281.195801
	Iteration 62Q: 3 clusters Score -6303044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 60653 members 
Entering Unmasked Estep 
Score: -6303046.500000 Penalty: 3281.195801
	Iteration 63Q: 3 clusters Score -6303046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 60655 members 
Entering Unmasked Estep 
Score: -6303048.500000 Penalty: 3281.195801
	Iteration 64Q: 3 clusters Score -6303048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 60658 members 
Entering Unmasked Estep 
Score: -6303045.000000 Penalty: 3281.195801
	Iteration 65Q: 3 clusters Score -6303045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 60658 members 
Entering Unmasked Estep 
Score: -6303045.000000 Penalty: 3281.195801
	Iteration 66F: 3 clusters Score -6303045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Entering Unmasked Estep 
Score: -1034329.312500 Penalty: 1375.113525
	Iteration 0F: 2 clusters Score -1034329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1027393.250000 Penalty: 2750.227051
	Iteration 0F: 3 clusters Score -1027393 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1029741.500000 Penalty: 2750.227051
	Iteration 1F: 3 clusters Score -1029742 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1030170.750000 Penalty: 2750.227051
	Iteration 2F: 3 clusters Score -1030171 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1030516.562500 Penalty: 2750.227051
	Iteration 3F: 3 clusters Score -1030517 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1030888.750000 Penalty: 2750.227051
	Iteration 4F: 3 clusters Score -1030889 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1031247.187500 Penalty: 2750.227051
	Iteration 5F: 3 clusters Score -1031247 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1031604.187500 Penalty: 2750.227051
	Iteration 6F: 3 clusters Score -1031604 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1031956.187500 Penalty: 2750.227051
	Iteration 7Q: 3 clusters Score -1031956 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1032319.125000 Penalty: 2750.227051
	Iteration 8Q: 3 clusters Score -1032319 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1032733.625000 Penalty: 2750.227051
	Iteration 9Q: 3 clusters Score -1032734 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1033171.750000 Penalty: 2750.227051
	Iteration 10Q: 3 clusters Score -1033172 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1033567.875000 Penalty: 2750.227051
	Iteration 11Q: 3 clusters Score -1033568 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1033865.625000 Penalty: 2750.227051
	Iteration 12Q: 3 clusters Score -1033866 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1034084.500000 Penalty: 2750.227051
	Iteration 13Q: 3 clusters Score -1034084 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1034256.812500 Penalty: 2750.227051
	Iteration 14Q: 3 clusters Score -1034257 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1034353.312500 Penalty: 2750.227051
	Iteration 15Q: 3 clusters Score -1034353 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1034399.437500 Penalty: 2750.227051
	Iteration 16Q: 3 clusters Score -1034399 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1034425.187500 Penalty: 2750.227051
	Iteration 17Q: 3 clusters Score -1034425 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1034446.562500 Penalty: 2750.227051
	Iteration 18Q: 3 clusters Score -1034447 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1034457.937500 Penalty: 2750.227051
	Iteration 19Q: 3 clusters Score -1034458 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1034464.937500 Penalty: 2750.227051
	Iteration 20F: 3 clusters Score -1034465 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1034468.062500 Penalty: 2750.227051
	Iteration 21Q: 3 clusters Score -1034468 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1034472.625000 Penalty: 2750.227051
	Iteration 22Q: 3 clusters Score -1034473 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1034475.250000 Penalty: 2750.227051
	Iteration 23Q: 3 clusters Score -1034475 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1034478.687500 Penalty: 2750.227051
	Iteration 24Q: 3 clusters Score -1034479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1034480.625000 Penalty: 2750.227051
	Iteration 25Q: 3 clusters Score -1034481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1034482.812500 Penalty: 2750.227051
	Iteration 26Q: 3 clusters Score -1034483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1034481.937500 Penalty: 2750.227051
	Iteration 27Q: 3 clusters Score -1034482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1034482.875000 Penalty: 2750.227051
	Iteration 28Q: 3 clusters Score -1034483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1034481.000000 Penalty: 2750.227051
	Iteration 29Q: 3 clusters Score -1034481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1034481.875000 Penalty: 2750.227051
	Iteration 30Q: 3 clusters Score -1034482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1034482.750000 Penalty: 2750.227051
	Iteration 31Q: 3 clusters Score -1034483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1034482.500000 Penalty: 2750.227051
	Iteration 32Q: 3 clusters Score -1034482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1034484.687500 Penalty: 2750.227051
	Iteration 33Q: 3 clusters Score -1034485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1034486.812500 Penalty: 2750.227051
	Iteration 34Q: 3 clusters Score -1034487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1034488.062500 Penalty: 2750.227051
	Iteration 35Q: 3 clusters Score -1034488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1034487.625000 Penalty: 2750.227051
	Iteration 36Q: 3 clusters Score -1034488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1034488.687500 Penalty: 2750.227051
	Iteration 37Q: 3 clusters Score -1034489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1034489.375000 Penalty: 2750.227051
	Iteration 38Q: 3 clusters Score -1034489 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1034492.312500 Penalty: 2750.227051
	Iteration 39Q: 3 clusters Score -1034492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1034493.875000 Penalty: 2750.227051
	Iteration 40F: 3 clusters Score -1034494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1034496.000000 Penalty: 2750.227051
	Iteration 41Q: 3 clusters Score -1034496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1034496.500000 Penalty: 2750.227051
	Iteration 42Q: 3 clusters Score -1034496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1034495.937500 Penalty: 2750.227051
	Iteration 43Q: 3 clusters Score -1034496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1034496.500000 Penalty: 2750.227051
	Iteration 44Q: 3 clusters Score -1034496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1034499.187500 Penalty: 2750.227051
	Iteration 45Q: 3 clusters Score -1034499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1034498.812500 Penalty: 2750.227051
	Iteration 46Q: 3 clusters Score -1034499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1034500.562500 Penalty: 2750.227051
	Iteration 47Q: 3 clusters Score -1034501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1034501.562500 Penalty: 2750.227051
	Iteration 48Q: 3 clusters Score -1034502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1034502.187500 Penalty: 2750.227051
	Iteration 49Q: 3 clusters Score -1034502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1034500.500000 Penalty: 2750.227051
	Iteration 50Q: 3 clusters Score -1034500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1034501.562500 Penalty: 2750.227051
	Iteration 51Q: 3 clusters Score -1034502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1034502.875000 Penalty: 2750.227051
	Iteration 52Q: 3 clusters Score -1034503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1034503.812500 Penalty: 2750.227051
	Iteration 53Q: 3 clusters Score -1034504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1034501.375000 Penalty: 2750.227051
	Iteration 54Q: 3 clusters Score -1034501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1034501.375000 Penalty: 2750.227051
	Iteration 55Q: 3 clusters Score -1034501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1034501.750000 Penalty: 2750.227051
	Iteration 56Q: 3 clusters Score -1034502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1034502.812500 Penalty: 2750.227051
	Iteration 57Q: 3 clusters Score -1034503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1034503.000000 Penalty: 2750.227051
	Iteration 58Q: 3 clusters Score -1034503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1034505.562500 Penalty: 2750.227051
	Iteration 59Q: 3 clusters Score -1034506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1034505.250000 Penalty: 2750.227051
	Iteration 60F: 3 clusters Score -1034505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1034504.062500 Penalty: 2750.227051
	Iteration 61Q: 3 clusters Score -1034504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1034504.687500 Penalty: 2750.227051
	Iteration 62Q: 3 clusters Score -1034505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1034506.125000 Penalty: 2750.227051
	Iteration 63Q: 3 clusters Score -1034506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1034504.875000 Penalty: 2750.227051
	Iteration 64Q: 3 clusters Score -1034505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1034505.250000 Penalty: 2750.227051
	Iteration 65Q: 3 clusters Score -1034505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1034506.187500 Penalty: 2750.227051
	Iteration 66Q: 3 clusters Score -1034506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1034506.750000 Penalty: 2750.227051
	Iteration 67Q: 3 clusters Score -1034507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1034507.750000 Penalty: 2750.227051
	Iteration 68Q: 3 clusters Score -1034508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1034507.062500 Penalty: 2750.227051
	Iteration 69Q: 3 clusters Score -1034507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1034506.375000 Penalty: 2750.227051
	Iteration 70Q: 3 clusters Score -1034506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1034505.062500 Penalty: 2750.227051
	Iteration 71Q: 3 clusters Score -1034505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1034505.062500 Penalty: 2750.227051
	Iteration 72F: 3 clusters Score -1034505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61422 members 
Mstep: Class 2 contains 6011 members 
Mstep: Class 3 contains 6983 members 
Mstep: Class 4 contains 47962 members 
Mstep: Class 5 contains 8262 members 
Mstep: Class 6 contains 11284 members 
Mstep: Class 7 contains 55844 members 
Mstep: Class 8 contains 4393 members 
Mstep: Class 9 contains 11024 members 
Mstep: Class 10 contains 11462 members 
Mstep: Class 11 contains 10294 members 
Mstep: Class 12 contains 7481 members 
Mstep: Class 13 contains 19203 members 
Mstep: Class 14 contains 37783 members 
Mstep: Class 15 contains 16488 members 
Mstep: Class 16 contains 22062 members 
Mstep: Class 17 contains 23417 members 
Mstep: Class 18 contains 19731 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 198199 members 
Mstep: Class 21 contains 12159 members 
Mstep: Class 22 contains 1773 members 
Mstep: Class 23 contains 6229 members 
Mstep: Class 24 contains 2184 members 
Mstep: Class 25 contains 36509 members 
Mstep: Class 26 contains 6407 members 
Mstep: Class 27 contains 14850 members 
Mstep: Class 28 contains 19289 members 
Mstep: Class 29 contains 37283 members 
Mstep: Class 30 contains 10576 members 
Mstep: Class 31 contains 9179 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 8002 members 
Mstep: Class 34 contains 4039 members 
Mstep: Class 35 contains 237 members 
Mstep: Class 36 contains 1609 members 
Mstep: Class 37 contains 4273 members 
Mstep: Class 38 contains 3410 members 
Mstep: Class 39 contains 34044 members 
Mstep: Class 40 contains 18024 members 
Mstep: Class 41 contains 15633 members 
Mstep: Class 42 contains 2906 members 
Mstep: Class 43 contains 2449 members 
Mstep: Class 44 contains 5089 members 
Mstep: Class 45 contains 1940 members 
Mstep: Class 46 contains 1292 members 
Mstep: Class 47 contains 11679 members 
Mstep: Class 48 contains 1769 members 
Mstep: Class 49 contains 1372 members 
Mstep: Class 50 contains 20955 members 
Mstep: Class 51 contains 967 members 
Mstep: Class 52 contains 4806 members 
Mstep: Class 53 contains 6673 members 
Mstep: Class 54 contains 5817 members 
Mstep: Class 55 contains 1386 members 
Mstep: Class 56 contains 4304 members 
Entering Unmasked Estep 
Score: -88137376.000000 Penalty: 114242.179688
Splitting cluster 2 changes total score from -88137368.000000 to -88137376.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 3 (6983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Entering Unmasked Estep 
Score: -747874.625000 Penalty: 1317.063599
	Iteration 0F: 2 clusters Score -747874.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -743002.937500 Penalty: 2634.127197
	Iteration 0F: 3 clusters Score -743002.9 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -744404.437500 Penalty: 2634.127197
	Iteration 1F: 3 clusters Score -744404.4 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -744624.437500 Penalty: 2634.127197
	Iteration 2F: 3 clusters Score -744624.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -744776.437500 Penalty: 2634.127197
	Iteration 3Q: 3 clusters Score -744776.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -744895.062500 Penalty: 2634.127197
	Iteration 4Q: 3 clusters Score -744895.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -744983.375000 Penalty: 2634.127197
	Iteration 5Q: 3 clusters Score -744983.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -745064.750000 Penalty: 2634.127197
	Iteration 6Q: 3 clusters Score -745064.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -745144.687500 Penalty: 2634.127197
	Iteration 7Q: 3 clusters Score -745144.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -745234.187500 Penalty: 2634.127197
	Iteration 8Q: 3 clusters Score -745234.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -745317.312500 Penalty: 2634.127197
	Iteration 9Q: 3 clusters Score -745317.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -745417.562500 Penalty: 2634.127197
	Iteration 10Q: 3 clusters Score -745417.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -745535.250000 Penalty: 2634.127197
	Iteration 11Q: 3 clusters Score -745535.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -745669.187500 Penalty: 2634.127197
	Iteration 12Q: 3 clusters Score -745669.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -745800.500000 Penalty: 2634.127197
	Iteration 13Q: 3 clusters Score -745800.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -745936.312500 Penalty: 2634.127197
	Iteration 14Q: 3 clusters Score -745936.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -746090.812500 Penalty: 2634.127197
	Iteration 15Q: 3 clusters Score -746090.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -746245.500000 Penalty: 2634.127197
	Iteration 16Q: 3 clusters Score -746245.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -746376.312500 Penalty: 2634.127197
	Iteration 17Q: 3 clusters Score -746376.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -746503.875000 Penalty: 2634.127197
	Iteration 18Q: 3 clusters Score -746503.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -746584.812500 Penalty: 2634.127197
	Iteration 19Q: 3 clusters Score -746584.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -746647.687500 Penalty: 2634.127197
	Iteration 20F: 3 clusters Score -746647.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -746689.812500 Penalty: 2634.127197
	Iteration 21Q: 3 clusters Score -746689.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -746723.500000 Penalty: 2634.127197
	Iteration 22Q: 3 clusters Score -746723.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -746753.062500 Penalty: 2634.127197
	Iteration 23Q: 3 clusters Score -746753.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -746770.250000 Penalty: 2634.127197
	Iteration 24Q: 3 clusters Score -746770.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -746788.375000 Penalty: 2634.127197
	Iteration 25Q: 3 clusters Score -746788.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -746800.312500 Penalty: 2634.127197
	Iteration 26Q: 3 clusters Score -746800.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -746808.500000 Penalty: 2634.127197
	Iteration 27Q: 3 clusters Score -746808.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -746815.750000 Penalty: 2634.127197
	Iteration 28Q: 3 clusters Score -746815.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -746818.437500 Penalty: 2634.127197
	Iteration 29Q: 3 clusters Score -746818.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -746822.437500 Penalty: 2634.127197
	Iteration 30Q: 3 clusters Score -746822.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -746826.062500 Penalty: 2634.127197
	Iteration 31Q: 3 clusters Score -746826.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -746828.437500 Penalty: 2634.127197
	Iteration 32Q: 3 clusters Score -746828.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -746828.437500 Penalty: 2634.127197
	Iteration 33F: 3 clusters Score -746828.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (47962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47962 members 
Entering Unmasked Estep 
Score: -4791941.000000 Penalty: 1603.790771
	Iteration 0F: 2 clusters Score -4791941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
Score: -4760695.500000 Penalty: 3207.581543
	Iteration 0F: 3 clusters Score -4760696 nChanged 22247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24434 members 
Mstep: Class 2 contains 23528 members 
Entering Unmasked Estep 
Score: -4773034.000000 Penalty: 3207.581543
	Iteration 1F: 3 clusters Score -4773034 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24626 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -4773830.500000 Penalty: 3207.581543
	Iteration 2Q: 3 clusters Score -4773830 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -4774799.500000 Penalty: 3207.581543
	Iteration 3Q: 3 clusters Score -4774800 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25274 members 
Mstep: Class 2 contains 22688 members 
Entering Unmasked Estep 
Score: -4775972.500000 Penalty: 3207.581543
	Iteration 4Q: 3 clusters Score -4775972 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -4777370.000000 Penalty: 3207.581543
	Iteration 5F: 3 clusters Score -4777370 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26097 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -4778889.500000 Penalty: 3207.581543
	Iteration 6F: 3 clusters Score -4778890 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26411 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -4780405.500000 Penalty: 3207.581543
	Iteration 7F: 3 clusters Score -4780406 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -4781759.500000 Penalty: 3207.581543
	Iteration 8F: 3 clusters Score -4781760 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -4782861.500000 Penalty: 3207.581543
	Iteration 9Q: 3 clusters Score -4782862 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -4783712.000000 Penalty: 3207.581543
	Iteration 10Q: 3 clusters Score -4783712 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26999 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -4784256.000000 Penalty: 3207.581543
	Iteration 11Q: 3 clusters Score -4784256 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26939 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -4784626.500000 Penalty: 3207.581543
	Iteration 12Q: 3 clusters Score -4784626 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26871 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -4784890.000000 Penalty: 3207.581543
	Iteration 13Q: 3 clusters Score -4784890 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26779 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -4785054.500000 Penalty: 3207.581543
	Iteration 14Q: 3 clusters Score -4785054 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26663 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -4785183.000000 Penalty: 3207.581543
	Iteration 15Q: 3 clusters Score -4785183 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26555 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -4785273.500000 Penalty: 3207.581543
	Iteration 16Q: 3 clusters Score -4785274 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26410 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -4785416.500000 Penalty: 3207.581543
	Iteration 17Q: 3 clusters Score -4785416 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26269 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -4785520.000000 Penalty: 3207.581543
	Iteration 18Q: 3 clusters Score -4785520 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26085 members 
Mstep: Class 2 contains 21877 members 
Entering Unmasked Estep 
Score: -4785643.500000 Penalty: 3207.581543
	Iteration 19Q: 3 clusters Score -4785644 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25880 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -4785789.500000 Penalty: 3207.581543
	Iteration 20F: 3 clusters Score -4785790 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -4785920.000000 Penalty: 3207.581543
	Iteration 21Q: 3 clusters Score -4785920 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25390 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -4786111.500000 Penalty: 3207.581543
	Iteration 22Q: 3 clusters Score -4786112 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25099 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -4786303.500000 Penalty: 3207.581543
	Iteration 23Q: 3 clusters Score -4786304 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -4786514.000000 Penalty: 3207.581543
	Iteration 24Q: 3 clusters Score -4786514 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24520 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -4786730.500000 Penalty: 3207.581543
	Iteration 25Q: 3 clusters Score -4786730 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 23778 members 
Entering Unmasked Estep 
Score: -4786976.000000 Penalty: 3207.581543
	Iteration 26Q: 3 clusters Score -4786976 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 24106 members 
Entering Unmasked Estep 
Score: -4787210.500000 Penalty: 3207.581543
	Iteration 27Q: 3 clusters Score -4787210 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 24427 members 
Entering Unmasked Estep 
Score: -4787416.500000 Penalty: 3207.581543
	Iteration 28Q: 3 clusters Score -4787416 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 24736 members 
Entering Unmasked Estep 
Score: -4787663.500000 Penalty: 3207.581543
	Iteration 29Q: 3 clusters Score -4787664 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
Score: -4787877.000000 Penalty: 3207.581543
	Iteration 30Q: 3 clusters Score -4787877 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -4788034.000000 Penalty: 3207.581543
	Iteration 31Q: 3 clusters Score -4788034 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -4788182.000000 Penalty: 3207.581543
	Iteration 32Q: 3 clusters Score -4788182 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 25604 members 
Entering Unmasked Estep 
Score: -4788314.500000 Penalty: 3207.581543
	Iteration 33Q: 3 clusters Score -4788314 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -4788407.500000 Penalty: 3207.581543
	Iteration 34Q: 3 clusters Score -4788408 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 25702 members 
Entering Unmasked Estep 
Score: -4788513.500000 Penalty: 3207.581543
	Iteration 35Q: 3 clusters Score -4788514 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 25689 members 
Entering Unmasked Estep 
Score: -4788599.000000 Penalty: 3207.581543
	Iteration 36Q: 3 clusters Score -4788599 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -4788669.000000 Penalty: 3207.581543
	Iteration 37Q: 3 clusters Score -4788669 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 25622 members 
Entering Unmasked Estep 
Score: -4788766.000000 Penalty: 3207.581543
	Iteration 38Q: 3 clusters Score -4788766 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
Score: -4788818.500000 Penalty: 3207.581543
	Iteration 39Q: 3 clusters Score -4788818 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 25408 members 
Entering Unmasked Estep 
Score: -4788915.000000 Penalty: 3207.581543
	Iteration 40F: 3 clusters Score -4788915 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -4789014.500000 Penalty: 3207.581543
	Iteration 41Q: 3 clusters Score -4789014 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
Score: -4789071.000000 Penalty: 3207.581543
	Iteration 42Q: 3 clusters Score -4789071 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 24864 members 
Entering Unmasked Estep 
Score: -4789165.500000 Penalty: 3207.581543
	Iteration 43Q: 3 clusters Score -4789166 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 24640 members 
Entering Unmasked Estep 
Score: -4789238.500000 Penalty: 3207.581543
	Iteration 44Q: 3 clusters Score -4789238 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -4789339.000000 Penalty: 3207.581543
	Iteration 45Q: 3 clusters Score -4789339 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 24130 members 
Entering Unmasked Estep 
Score: -4789407.000000 Penalty: 3207.581543
	Iteration 46Q: 3 clusters Score -4789407 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
Score: -4789433.000000 Penalty: 3207.581543
	Iteration 47Q: 3 clusters Score -4789433 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24334 members 
Mstep: Class 2 contains 23628 members 
Entering Unmasked Estep 
Score: -4789484.000000 Penalty: 3207.581543
	Iteration 48Q: 3 clusters Score -4789484 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
Score: -4789545.000000 Penalty: 3207.581543
	Iteration 49Q: 3 clusters Score -4789545 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -4789602.500000 Penalty: 3207.581543
	Iteration 50Q: 3 clusters Score -4789602 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25074 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -4789640.500000 Penalty: 3207.581543
	Iteration 51Q: 3 clusters Score -4789640 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -4789688.000000 Penalty: 3207.581543
	Iteration 52Q: 3 clusters Score -4789688 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25632 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -4789757.500000 Penalty: 3207.581543
	Iteration 53Q: 3 clusters Score -4789758 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25910 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -4789805.500000 Penalty: 3207.581543
	Iteration 54Q: 3 clusters Score -4789806 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26186 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -4789848.000000 Penalty: 3207.581543
	Iteration 55Q: 3 clusters Score -4789848 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -4789894.000000 Penalty: 3207.581543
	Iteration 56Q: 3 clusters Score -4789894 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26669 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -4789932.500000 Penalty: 3207.581543
	Iteration 57Q: 3 clusters Score -4789932 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26912 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -4789951.500000 Penalty: 3207.581543
	Iteration 58Q: 3 clusters Score -4789952 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27148 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -4790003.500000 Penalty: 3207.581543
	Iteration 59Q: 3 clusters Score -4790004 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27380 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -4790046.000000 Penalty: 3207.581543
	Iteration 60F: 3 clusters Score -4790046 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27611 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -4790075.500000 Penalty: 3207.581543
	Iteration 61Q: 3 clusters Score -4790076 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27814 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -4790109.500000 Penalty: 3207.581543
	Iteration 62Q: 3 clusters Score -4790110 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28013 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -4790120.000000 Penalty: 3207.581543
	Iteration 63Q: 3 clusters Score -4790120 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28207 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -4790144.500000 Penalty: 3207.581543
	Iteration 64Q: 3 clusters Score -4790144 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28385 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -4790161.000000 Penalty: 3207.581543
	Iteration 65Q: 3 clusters Score -4790161 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28554 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -4790170.500000 Penalty: 3207.581543
	Iteration 66Q: 3 clusters Score -4790170 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28692 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -4790181.500000 Penalty: 3207.581543
	Iteration 67Q: 3 clusters Score -4790182 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28827 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -4790191.000000 Penalty: 3207.581543
	Iteration 68Q: 3 clusters Score -4790191 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28953 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -4790203.500000 Penalty: 3207.581543
	Iteration 69Q: 3 clusters Score -4790204 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29073 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -4790223.000000 Penalty: 3207.581543
	Iteration 70Q: 3 clusters Score -4790223 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29180 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -4790236.000000 Penalty: 3207.581543
	Iteration 71Q: 3 clusters Score -4790236 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29272 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -4790233.500000 Penalty: 3207.581543
	Iteration 72Q: 3 clusters Score -4790234 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29361 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -4790256.500000 Penalty: 3207.581543
	Iteration 73Q: 3 clusters Score -4790256 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29448 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -4790262.500000 Penalty: 3207.581543
	Iteration 74Q: 3 clusters Score -4790262 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29533 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -4790257.500000 Penalty: 3207.581543
	Iteration 75Q: 3 clusters Score -4790258 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29611 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -4790273.500000 Penalty: 3207.581543
	Iteration 76Q: 3 clusters Score -4790274 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29681 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -4790292.000000 Penalty: 3207.581543
	Iteration 77Q: 3 clusters Score -4790292 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29744 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -4790302.000000 Penalty: 3207.581543
	Iteration 78Q: 3 clusters Score -4790302 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29809 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -4790297.000000 Penalty: 3207.581543
	Iteration 79Q: 3 clusters Score -4790297 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29870 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -4790300.000000 Penalty: 3207.581543
	Iteration 80F: 3 clusters Score -4790300 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29929 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -4790303.500000 Penalty: 3207.581543
	Iteration 81Q: 3 clusters Score -4790304 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29995 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -4790302.500000 Penalty: 3207.581543
	Iteration 82Q: 3 clusters Score -4790302 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30065 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -4790311.500000 Penalty: 3207.581543
	Iteration 83Q: 3 clusters Score -4790312 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30127 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -4790312.500000 Penalty: 3207.581543
	Iteration 84Q: 3 clusters Score -4790312 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30187 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -4790325.500000 Penalty: 3207.581543
	Iteration 85Q: 3 clusters Score -4790326 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30251 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -4790333.000000 Penalty: 3207.581543
	Iteration 86Q: 3 clusters Score -4790333 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30297 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -4790333.500000 Penalty: 3207.581543
	Iteration 87Q: 3 clusters Score -4790334 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30344 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -4790342.000000 Penalty: 3207.581543
	Iteration 88Q: 3 clusters Score -4790342 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30381 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -4790334.500000 Penalty: 3207.581543
	Iteration 89Q: 3 clusters Score -4790334 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30425 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -4790349.000000 Penalty: 3207.581543
	Iteration 90Q: 3 clusters Score -4790349 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30460 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -4790348.000000 Penalty: 3207.581543
	Iteration 91Q: 3 clusters Score -4790348 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30491 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -4790352.500000 Penalty: 3207.581543
	Iteration 92Q: 3 clusters Score -4790352 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30526 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -4790354.000000 Penalty: 3207.581543
	Iteration 93Q: 3 clusters Score -4790354 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30561 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -4790350.000000 Penalty: 3207.581543
	Iteration 94Q: 3 clusters Score -4790350 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30593 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -4790344.000000 Penalty: 3207.581543
	Iteration 95Q: 3 clusters Score -4790344 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30620 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -4790356.000000 Penalty: 3207.581543
	Iteration 96Q: 3 clusters Score -4790356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30635 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -4790353.500000 Penalty: 3207.581543
	Iteration 97Q: 3 clusters Score -4790354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30648 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -4790352.000000 Penalty: 3207.581543
	Iteration 98Q: 3 clusters Score -4790352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30661 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -4790352.000000 Penalty: 3207.581543
	Iteration 99Q: 3 clusters Score -4790352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30673 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -4790347.000000 Penalty: 3207.581543
	Iteration 100F: 3 clusters Score -4790347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30683 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -4790340.500000 Penalty: 3207.581543
	Iteration 101Q: 3 clusters Score -4790340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30691 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -4790339.000000 Penalty: 3207.581543
	Iteration 102Q: 3 clusters Score -4790339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30701 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -4790335.500000 Penalty: 3207.581543
	Iteration 103Q: 3 clusters Score -4790336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30707 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -4790343.500000 Penalty: 3207.581543
	Iteration 104Q: 3 clusters Score -4790344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30716 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -4790343.000000 Penalty: 3207.581543
	Iteration 105Q: 3 clusters Score -4790343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30726 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -4790344.000000 Penalty: 3207.581543
	Iteration 106Q: 3 clusters Score -4790344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30741 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -4790342.000000 Penalty: 3207.581543
	Iteration 107Q: 3 clusters Score -4790342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30750 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -4790337.500000 Penalty: 3207.581543
	Iteration 108Q: 3 clusters Score -4790338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30762 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -4790338.500000 Penalty: 3207.581543
	Iteration 109Q: 3 clusters Score -4790338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30772 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -4790336.500000 Penalty: 3207.581543
	Iteration 110Q: 3 clusters Score -4790336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30788 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -4790341.500000 Penalty: 3207.581543
	Iteration 111Q: 3 clusters Score -4790342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30801 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -4790346.000000 Penalty: 3207.581543
	Iteration 112Q: 3 clusters Score -4790346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30815 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -4790349.500000 Penalty: 3207.581543
	Iteration 113Q: 3 clusters Score -4790350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30828 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -4790352.000000 Penalty: 3207.581543
	Iteration 114Q: 3 clusters Score -4790352 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30847 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -4790352.000000 Penalty: 3207.581543
	Iteration 115Q: 3 clusters Score -4790352 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30863 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -4790345.500000 Penalty: 3207.581543
	Iteration 116Q: 3 clusters Score -4790346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30879 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -4790361.500000 Penalty: 3207.581543
	Iteration 117Q: 3 clusters Score -4790362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30892 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -4790363.000000 Penalty: 3207.581543
	Iteration 118Q: 3 clusters Score -4790363 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30907 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -4790360.000000 Penalty: 3207.581543
	Iteration 119Q: 3 clusters Score -4790360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30920 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -4790356.500000 Penalty: 3207.581543
	Iteration 120F: 3 clusters Score -4790356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30930 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -4790362.000000 Penalty: 3207.581543
	Iteration 121Q: 3 clusters Score -4790362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30935 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -4790352.500000 Penalty: 3207.581543
	Iteration 122Q: 3 clusters Score -4790352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30938 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -4790352.000000 Penalty: 3207.581543
	Iteration 123Q: 3 clusters Score -4790352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30942 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -4790349.000000 Penalty: 3207.581543
	Iteration 124Q: 3 clusters Score -4790349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30945 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -4790350.500000 Penalty: 3207.581543
	Iteration 125Q: 3 clusters Score -4790350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30946 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -4790349.000000 Penalty: 3207.581543
	Iteration 126Q: 3 clusters Score -4790349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30948 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -4790351.500000 Penalty: 3207.581543
	Iteration 127Q: 3 clusters Score -4790352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30952 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -4790353.000000 Penalty: 3207.581543
	Iteration 128Q: 3 clusters Score -4790353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30958 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -4790352.000000 Penalty: 3207.581543
	Iteration 129Q: 3 clusters Score -4790352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30961 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -4790353.500000 Penalty: 3207.581543
	Iteration 130Q: 3 clusters Score -4790354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30962 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -4790354.500000 Penalty: 3207.581543
	Iteration 131Q: 3 clusters Score -4790354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30963 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -4790354.000000 Penalty: 3207.581543
	Iteration 132Q: 3 clusters Score -4790354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30964 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -4790353.000000 Penalty: 3207.581543
	Iteration 133Q: 3 clusters Score -4790353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30966 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -4790356.000000 Penalty: 3207.581543
	Iteration 134Q: 3 clusters Score -4790356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30966 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -4790356.000000 Penalty: 3207.581543
	Iteration 135F: 3 clusters Score -4790356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Entering Unmasked Estep 
Score: -785604.875000 Penalty: 1342.089966
	Iteration 0F: 2 clusters Score -785604.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -779916.312500 Penalty: 2684.179932
	Iteration 0F: 3 clusters Score -779916.3 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -781727.500000 Penalty: 2684.179932
	Iteration 1F: 3 clusters Score -781727.5 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -782036.312500 Penalty: 2684.179932
	Iteration 2F: 3 clusters Score -782036.3 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -782259.437500 Penalty: 2684.179932
	Iteration 3F: 3 clusters Score -782259.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -782483.062500 Penalty: 2684.179932
	Iteration 4Q: 3 clusters Score -782483.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -782717.187500 Penalty: 2684.179932
	Iteration 5Q: 3 clusters Score -782717.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -783010.750000 Penalty: 2684.179932
	Iteration 6F: 3 clusters Score -783010.8 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -783362.125000 Penalty: 2684.179932
	Iteration 7F: 3 clusters Score -783362.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -783689.687500 Penalty: 2684.179932
	Iteration 8F: 3 clusters Score -783689.7 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -784005.625000 Penalty: 2684.179932
	Iteration 9F: 3 clusters Score -784005.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -784268.937500 Penalty: 2684.179932
	Iteration 10Q: 3 clusters Score -784268.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -784465.250000 Penalty: 2684.179932
	Iteration 11Q: 3 clusters Score -784465.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -784607.625000 Penalty: 2684.179932
	Iteration 12Q: 3 clusters Score -784607.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -784708.375000 Penalty: 2684.179932
	Iteration 13Q: 3 clusters Score -784708.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -784785.687500 Penalty: 2684.179932
	Iteration 14Q: 3 clusters Score -784785.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -784843.062500 Penalty: 2684.179932
	Iteration 15Q: 3 clusters Score -784843.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -784898.500000 Penalty: 2684.179932
	Iteration 16Q: 3 clusters Score -784898.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -784933.187500 Penalty: 2684.179932
	Iteration 17Q: 3 clusters Score -784933.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -784965.187500 Penalty: 2684.179932
	Iteration 18Q: 3 clusters Score -784965.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -784985.062500 Penalty: 2684.179932
	Iteration 19Q: 3 clusters Score -784985.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -785003.437500 Penalty: 2684.179932
	Iteration 20F: 3 clusters Score -785003.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -785019.375000 Penalty: 2684.179932
	Iteration 21Q: 3 clusters Score -785019.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -785035.625000 Penalty: 2684.179932
	Iteration 22Q: 3 clusters Score -785035.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -785048.437500 Penalty: 2684.179932
	Iteration 23Q: 3 clusters Score -785048.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -785062.187500 Penalty: 2684.179932
	Iteration 24Q: 3 clusters Score -785062.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -785074.187500 Penalty: 2684.179932
	Iteration 25Q: 3 clusters Score -785074.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -785084.500000 Penalty: 2684.179932
	Iteration 26Q: 3 clusters Score -785084.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -785101.562500 Penalty: 2684.179932
	Iteration 27Q: 3 clusters Score -785101.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -785109.500000 Penalty: 2684.179932
	Iteration 28Q: 3 clusters Score -785109.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -785121.625000 Penalty: 2684.179932
	Iteration 29Q: 3 clusters Score -785121.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -785137.312500 Penalty: 2684.179932
	Iteration 30Q: 3 clusters Score -785137.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -785147.000000 Penalty: 2684.179932
	Iteration 31Q: 3 clusters Score -785147 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -785154.312500 Penalty: 2684.179932
	Iteration 32Q: 3 clusters Score -785154.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -785159.312500 Penalty: 2684.179932
	Iteration 33Q: 3 clusters Score -785159.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -785168.375000 Penalty: 2684.179932
	Iteration 34Q: 3 clusters Score -785168.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -785172.625000 Penalty: 2684.179932
	Iteration 35Q: 3 clusters Score -785172.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -785173.500000 Penalty: 2684.179932
	Iteration 36Q: 3 clusters Score -785173.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -785177.000000 Penalty: 2684.179932
	Iteration 37Q: 3 clusters Score -785177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -785176.062500 Penalty: 2684.179932
	Iteration 38Q: 3 clusters Score -785176.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -785176.875000 Penalty: 2684.179932
	Iteration 39Q: 3 clusters Score -785176.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -785179.750000 Penalty: 2684.179932
	Iteration 40F: 3 clusters Score -785179.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -785179.500000 Penalty: 2684.179932
	Iteration 41Q: 3 clusters Score -785179.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -785179.750000 Penalty: 2684.179932
	Iteration 42Q: 3 clusters Score -785179.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -785180.062500 Penalty: 2684.179932
	Iteration 43Q: 3 clusters Score -785180.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -785180.250000 Penalty: 2684.179932
	Iteration 44Q: 3 clusters Score -785180.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -785182.000000 Penalty: 2684.179932
	Iteration 45Q: 3 clusters Score -785182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -785182.062500 Penalty: 2684.179932
	Iteration 46Q: 3 clusters Score -785182.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -785181.875000 Penalty: 2684.179932
	Iteration 47Q: 3 clusters Score -785181.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -785183.000000 Penalty: 2684.179932
	Iteration 48Q: 3 clusters Score -785183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -785184.000000 Penalty: 2684.179932
	Iteration 49Q: 3 clusters Score -785184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -785184.000000 Penalty: 2684.179932
	Iteration 50F: 3 clusters Score -785184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Entering Unmasked Estep 
Score: -1146469.500000 Penalty: 1388.473877
	Iteration 0F: 2 clusters Score -1146470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1138959.500000 Penalty: 2776.947754
	Iteration 0F: 3 clusters Score -1138960 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1141481.750000 Penalty: 2776.947754
	Iteration 1F: 3 clusters Score -1141482 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1141846.125000 Penalty: 2776.947754
	Iteration 2F: 3 clusters Score -1141846 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1142141.375000 Penalty: 2776.947754
	Iteration 3F: 3 clusters Score -1142141 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1142374.750000 Penalty: 2776.947754
	Iteration 4Q: 3 clusters Score -1142375 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1142587.000000 Penalty: 2776.947754
	Iteration 5Q: 3 clusters Score -1142587 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1142786.125000 Penalty: 2776.947754
	Iteration 6Q: 3 clusters Score -1142786 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1142957.500000 Penalty: 2776.947754
	Iteration 7Q: 3 clusters Score -1142958 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1143154.875000 Penalty: 2776.947754
	Iteration 8Q: 3 clusters Score -1143155 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1143392.250000 Penalty: 2776.947754
	Iteration 9Q: 3 clusters Score -1143392 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1143590.875000 Penalty: 2776.947754
	Iteration 10Q: 3 clusters Score -1143591 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1143787.750000 Penalty: 2776.947754
	Iteration 11Q: 3 clusters Score -1143788 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1143975.000000 Penalty: 2776.947754
	Iteration 12Q: 3 clusters Score -1143975 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1144152.500000 Penalty: 2776.947754
	Iteration 13Q: 3 clusters Score -1144152 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1144287.250000 Penalty: 2776.947754
	Iteration 14Q: 3 clusters Score -1144287 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1144401.875000 Penalty: 2776.947754
	Iteration 15Q: 3 clusters Score -1144402 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1144490.000000 Penalty: 2776.947754
	Iteration 16Q: 3 clusters Score -1144490 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1144551.250000 Penalty: 2776.947754
	Iteration 17Q: 3 clusters Score -1144551 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1144598.000000 Penalty: 2776.947754
	Iteration 18Q: 3 clusters Score -1144598 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1144635.250000 Penalty: 2776.947754
	Iteration 19Q: 3 clusters Score -1144635 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1144661.500000 Penalty: 2776.947754
	Iteration 20F: 3 clusters Score -1144662 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1144675.125000 Penalty: 2776.947754
	Iteration 21Q: 3 clusters Score -1144675 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1144687.250000 Penalty: 2776.947754
	Iteration 22Q: 3 clusters Score -1144687 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1144700.375000 Penalty: 2776.947754
	Iteration 23Q: 3 clusters Score -1144700 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1144707.625000 Penalty: 2776.947754
	Iteration 24Q: 3 clusters Score -1144708 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1144711.250000 Penalty: 2776.947754
	Iteration 25Q: 3 clusters Score -1144711 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1144721.750000 Penalty: 2776.947754
	Iteration 26Q: 3 clusters Score -1144722 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1144728.000000 Penalty: 2776.947754
	Iteration 27Q: 3 clusters Score -1144728 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1144735.125000 Penalty: 2776.947754
	Iteration 28Q: 3 clusters Score -1144735 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1144735.375000 Penalty: 2776.947754
	Iteration 29Q: 3 clusters Score -1144735 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1144741.875000 Penalty: 2776.947754
	Iteration 30Q: 3 clusters Score -1144742 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1144746.625000 Penalty: 2776.947754
	Iteration 31Q: 3 clusters Score -1144747 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1144754.625000 Penalty: 2776.947754
	Iteration 32Q: 3 clusters Score -1144755 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1144753.750000 Penalty: 2776.947754
	Iteration 33Q: 3 clusters Score -1144754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1144753.375000 Penalty: 2776.947754
	Iteration 34Q: 3 clusters Score -1144753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1144754.500000 Penalty: 2776.947754
	Iteration 35Q: 3 clusters Score -1144754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1144751.750000 Penalty: 2776.947754
	Iteration 36Q: 3 clusters Score -1144752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1144755.000000 Penalty: 2776.947754
	Iteration 37Q: 3 clusters Score -1144755 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1144760.625000 Penalty: 2776.947754
	Iteration 38Q: 3 clusters Score -1144761 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1144761.000000 Penalty: 2776.947754
	Iteration 39Q: 3 clusters Score -1144761 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1144767.250000 Penalty: 2776.947754
	Iteration 40F: 3 clusters Score -1144767 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1144769.500000 Penalty: 2776.947754
	Iteration 41Q: 3 clusters Score -1144770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1144770.500000 Penalty: 2776.947754
	Iteration 42Q: 3 clusters Score -1144770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1144777.000000 Penalty: 2776.947754
	Iteration 43Q: 3 clusters Score -1144777 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1144775.625000 Penalty: 2776.947754
	Iteration 44Q: 3 clusters Score -1144776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1144778.625000 Penalty: 2776.947754
	Iteration 45Q: 3 clusters Score -1144779 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1144778.125000 Penalty: 2776.947754
	Iteration 46Q: 3 clusters Score -1144778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1144782.625000 Penalty: 2776.947754
	Iteration 47Q: 3 clusters Score -1144783 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1144784.375000 Penalty: 2776.947754
	Iteration 48Q: 3 clusters Score -1144784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1144787.875000 Penalty: 2776.947754
	Iteration 49Q: 3 clusters Score -1144788 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1144790.250000 Penalty: 2776.947754
	Iteration 50Q: 3 clusters Score -1144790 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1144793.875000 Penalty: 2776.947754
	Iteration 51Q: 3 clusters Score -1144794 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1144796.875000 Penalty: 2776.947754
	Iteration 52Q: 3 clusters Score -1144797 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1144801.250000 Penalty: 2776.947754
	Iteration 53Q: 3 clusters Score -1144801 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1144809.500000 Penalty: 2776.947754
	Iteration 54Q: 3 clusters Score -1144810 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1144811.750000 Penalty: 2776.947754
	Iteration 55Q: 3 clusters Score -1144812 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1144820.625000 Penalty: 2776.947754
	Iteration 56Q: 3 clusters Score -1144821 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1144830.875000 Penalty: 2776.947754
	Iteration 57Q: 3 clusters Score -1144831 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1144844.875000 Penalty: 2776.947754
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Mstep: Class 1 contains 5931 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 5896 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1144864 nChanged 40
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Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5840 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1144878 nChanged 36
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Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1144891 nChanged 45
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Mstep: Class 1 contains 5777 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1144902 nChanged 43
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Mstep: Class 1 contains 5738 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 5697 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1144929 nChanged 54
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Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5614 members 
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Mstep: Class 1 contains 5551 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1144980 nChanged 81
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Mstep: Class 1 contains 5478 members 
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Mstep: Class 1 contains 5399 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 5330 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 6033 members 
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Mstep: Class 1 contains 5186 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1145090 nChanged 81
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Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 6294 members 
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Mstep: Class 1 contains 4934 members 
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Mstep: Class 1 contains 4883 members 
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	Iteration 79Q: 3 clusters Score -1145174 nChanged 56
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Mstep: Class 1 contains 4837 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1145188 nChanged 51
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Mstep: Class 1 contains 4792 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 4741 members 
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Mstep: Class 1 contains 4678 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 4617 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 4572 members 
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Mstep: Class 1 contains 4539 members 
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Mstep: Class 1 contains 4504 members 
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Mstep: Class 1 contains 4469 members 
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Mstep: Class 1 contains 4441 members 
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Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4291 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 4275 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1145330 nChanged 15
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Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4230 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1145331 nChanged 17
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Mstep: Class 1 contains 4215 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1145334 nChanged 18
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Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1145344 nChanged 18
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Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1145347 nChanged 18
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Mstep: Class 1 contains 4128 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1145353 nChanged 19
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Mstep: Class 1 contains 4090 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1145358 nChanged 26
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Mstep: Class 1 contains 4064 members 
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	Iteration 108Q: 3 clusters Score -1145360 nChanged 34
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Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 7254 members 
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	Iteration 109Q: 3 clusters Score -1145371 nChanged 33
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Mstep: Class 1 contains 3999 members 
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	Iteration 110Q: 3 clusters Score -1145376 nChanged 31
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Mstep: Class 1 contains 3970 members 
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	Iteration 111Q: 3 clusters Score -1145381 nChanged 32
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Mstep: Class 1 contains 3938 members 
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	Iteration 112Q: 3 clusters Score -1145391 nChanged 24
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Mstep: Class 1 contains 3916 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1145395 nChanged 18
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Mstep: Class 1 contains 3898 members 
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	Iteration 114Q: 3 clusters Score -1145396 nChanged 22
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Mstep: Class 1 contains 3880 members 
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	Iteration 115Q: 3 clusters Score -1145396 nChanged 17
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Mstep: Class 1 contains 3865 members 
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	Iteration 116Q: 3 clusters Score -1145403 nChanged 19
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Mstep: Class 1 contains 3848 members 
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	Iteration 117Q: 3 clusters Score -1145406 nChanged 16
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Mstep: Class 1 contains 3836 members 
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	Iteration 118Q: 3 clusters Score -1145408 nChanged 14
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Mstep: Class 1 contains 3822 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1145410 nChanged 12
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Mstep: Class 1 contains 3810 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1145410 nChanged 7
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Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1145410 nChanged 6
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Mstep: Class 1 contains 3799 members 
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	Iteration 122Q: 3 clusters Score -1145409 nChanged 5
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Mstep: Class 1 contains 3796 members 
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	Iteration 123Q: 3 clusters Score -1145412 nChanged 4
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Mstep: Class 1 contains 3792 members 
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	Iteration 124Q: 3 clusters Score -1145413 nChanged 6
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Mstep: Class 1 contains 3786 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1145416 nChanged 7
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Mstep: Class 1 contains 3779 members 
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1145416 nChanged 12
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Mstep: Class 1 contains 3767 members 
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1145418 nChanged 11
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Mstep: Class 1 contains 3756 members 
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	Iteration 128Q: 3 clusters Score -1145419 nChanged 18
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Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1145424 nChanged 19
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Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1145430 nChanged 15
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Mstep: Class 1 contains 3708 members 
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1145429 nChanged 9
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Mstep: Class 1 contains 3701 members 
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Entering Unmasked Estep 
Score: -1145432.250000 Penalty: 2776.947754
	Iteration 132Q: 3 clusters Score -1145432 nChanged 12
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Mstep: Class 1 contains 3689 members 
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1145438 nChanged 12
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Mstep: Class 1 contains 3677 members 
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	Iteration 134Q: 3 clusters Score -1145437 nChanged 8
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Mstep: Class 1 contains 3669 members 
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	Iteration 135Q: 3 clusters Score -1145438 nChanged 8
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Mstep: Class 1 contains 3661 members 
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	Iteration 136Q: 3 clusters Score -1145438 nChanged 5
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Mstep: Class 1 contains 3656 members 
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	Iteration 137Q: 3 clusters Score -1145440 nChanged 4
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Mstep: Class 1 contains 3652 members 
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	Iteration 138Q: 3 clusters Score -1145442 nChanged 5
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Mstep: Class 1 contains 3649 members 
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	Iteration 139Q: 3 clusters Score -1145442 nChanged 5
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Mstep: Class 1 contains 3644 members 
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -1145441 nChanged 5
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Mstep: Class 1 contains 3639 members 
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1145443 nChanged 7
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Mstep: Class 1 contains 3632 members 
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1145445 nChanged 8
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Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 7660 members 
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	Iteration 143Q: 3 clusters Score -1145444 nChanged 6
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Mstep: Class 1 contains 3618 members 
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -1145445 nChanged 5
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Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -1145445 nChanged 4
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Mstep: Class 1 contains 3609 members 
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -1145445 nChanged 6
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Mstep: Class 1 contains 3603 members 
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -1145447 nChanged 6
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Mstep: Class 1 contains 3597 members 
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -1145446 nChanged 3
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Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -1145445 nChanged 2
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Mstep: Class 1 contains 3592 members 
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Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -1145444 nChanged 0
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Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1145443.750000 Penalty: 2776.947754
	Iteration 151F: 3 clusters Score -1145444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (55844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55844 members 
Entering Unmasked Estep 
Score: -5582723.500000 Penalty: 1626.431152
	Iteration 0F: 2 clusters Score -5582724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 28014 members 
Entering Unmasked Estep 
Score: -5546102.500000 Penalty: 3252.862305
	Iteration 0F: 3 clusters Score -5546102 nChanged 26096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 28658 members 
Entering Unmasked Estep 
Score: -5560711.500000 Penalty: 3252.862305
	Iteration 1F: 3 clusters Score -5560712 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26901 members 
Mstep: Class 2 contains 28943 members 
Entering Unmasked Estep 
Score: -5561468.000000 Penalty: 3252.862305
	Iteration 2Q: 3 clusters Score -5561468 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26511 members 
Mstep: Class 2 contains 29333 members 
Entering Unmasked Estep 
Score: -5562180.500000 Penalty: 3252.862305
	Iteration 3Q: 3 clusters Score -5562180 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 29945 members 
Entering Unmasked Estep 
Score: -5563076.000000 Penalty: 3252.862305
	Iteration 4Q: 3 clusters Score -5563076 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 30761 members 
Entering Unmasked Estep 
Score: -5564197.500000 Penalty: 3252.862305
	Iteration 5Q: 3 clusters Score -5564198 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 31741 members 
Entering Unmasked Estep 
Score: -5565522.500000 Penalty: 3252.862305
	Iteration 6Q: 3 clusters Score -5565522 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 32970 members 
Entering Unmasked Estep 
Score: -5567236.500000 Penalty: 3252.862305
	Iteration 7F: 3 clusters Score -5567236 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 34434 members 
Entering Unmasked Estep 
Score: -5569247.000000 Penalty: 3252.862305
	Iteration 8F: 3 clusters Score -5569247 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 35926 members 
Entering Unmasked Estep 
Score: -5571315.500000 Penalty: 3252.862305
	Iteration 9F: 3 clusters Score -5571316 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 37363 members 
Entering Unmasked Estep 
Score: -5573166.000000 Penalty: 3252.862305
	Iteration 10F: 3 clusters Score -5573166 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 38536 members 
Entering Unmasked Estep 
Score: -5574515.500000 Penalty: 3252.862305
	Iteration 11Q: 3 clusters Score -5574516 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 39504 members 
Entering Unmasked Estep 
Score: -5575383.000000 Penalty: 3252.862305
	Iteration 12Q: 3 clusters Score -5575383 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 40367 members 
Entering Unmasked Estep 
Score: -5575859.000000 Penalty: 3252.862305
	Iteration 13Q: 3 clusters Score -5575859 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 41120 members 
Entering Unmasked Estep 
Score: -5576193.500000 Penalty: 3252.862305
	Iteration 14Q: 3 clusters Score -5576194 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 41844 members 
Entering Unmasked Estep 
Score: -5576476.500000 Penalty: 3252.862305
	Iteration 15Q: 3 clusters Score -5576476 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 42590 members 
Entering Unmasked Estep 
Score: -5576765.500000 Penalty: 3252.862305
	Iteration 16Q: 3 clusters Score -5576766 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 43321 members 
Entering Unmasked Estep 
Score: -5577048.500000 Penalty: 3252.862305
	Iteration 17Q: 3 clusters Score -5577048 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 44044 members 
Entering Unmasked Estep 
Score: -5577339.000000 Penalty: 3252.862305
	Iteration 18Q: 3 clusters Score -5577339 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 44774 members 
Entering Unmasked Estep 
Score: -5577584.000000 Penalty: 3252.862305
	Iteration 19Q: 3 clusters Score -5577584 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 45484 members 
Entering Unmasked Estep 
Score: -5577864.000000 Penalty: 3252.862305
	Iteration 20F: 3 clusters Score -5577864 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 46164 members 
Entering Unmasked Estep 
Score: -5578079.000000 Penalty: 3252.862305
	Iteration 21Q: 3 clusters Score -5578079 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 46834 members 
Entering Unmasked Estep 
Score: -5578323.500000 Penalty: 3252.862305
	Iteration 22Q: 3 clusters Score -5578324 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 47497 members 
Entering Unmasked Estep 
Score: -5578578.000000 Penalty: 3252.862305
	Iteration 23Q: 3 clusters Score -5578578 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 48156 members 
Entering Unmasked Estep 
Score: -5578812.500000 Penalty: 3252.862305
	Iteration 24Q: 3 clusters Score -5578812 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 48816 members 
Entering Unmasked Estep 
Score: -5579074.500000 Penalty: 3252.862305
	Iteration 25Q: 3 clusters Score -5579074 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 49456 members 
Entering Unmasked Estep 
Score: -5579323.500000 Penalty: 3252.862305
	Iteration 26Q: 3 clusters Score -5579324 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 50121 members 
Entering Unmasked Estep 
Score: -5579607.000000 Penalty: 3252.862305
	Iteration 27Q: 3 clusters Score -5579607 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 50751 members 
Entering Unmasked Estep 
Score: -5579864.000000 Penalty: 3252.862305
	Iteration 28Q: 3 clusters Score -5579864 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 51302 members 
Entering Unmasked Estep 
Score: -5580068.500000 Penalty: 3252.862305
	Iteration 29Q: 3 clusters Score -5580068 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 51812 members 
Entering Unmasked Estep 
Score: -5580305.000000 Penalty: 3252.862305
	Iteration 30Q: 3 clusters Score -5580305 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 52234 members 
Entering Unmasked Estep 
Score: -5580485.000000 Penalty: 3252.862305
	Iteration 31Q: 3 clusters Score -5580485 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 52620 members 
Entering Unmasked Estep 
Score: -5580629.000000 Penalty: 3252.862305
	Iteration 32Q: 3 clusters Score -5580629 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 52961 members 
Entering Unmasked Estep 
Score: -5580770.500000 Penalty: 3252.862305
	Iteration 33Q: 3 clusters Score -5580770 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 53253 members 
Entering Unmasked Estep 
Score: -5580914.000000 Penalty: 3252.862305
	Iteration 34Q: 3 clusters Score -5580914 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 53510 members 
Entering Unmasked Estep 
Score: -5581017.500000 Penalty: 3252.862305
	Iteration 35Q: 3 clusters Score -5581018 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 53724 members 
Entering Unmasked Estep 
Score: -5581117.000000 Penalty: 3252.862305
	Iteration 36Q: 3 clusters Score -5581117 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 53915 members 
Entering Unmasked Estep 
Score: -5581230.500000 Penalty: 3252.862305
	Iteration 37Q: 3 clusters Score -5581230 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 54059 members 
Entering Unmasked Estep 
Score: -5581291.000000 Penalty: 3252.862305
	Iteration 38Q: 3 clusters Score -5581291 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 54176 members 
Entering Unmasked Estep 
Score: -5581335.000000 Penalty: 3252.862305
	Iteration 39Q: 3 clusters Score -5581335 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 54268 members 
Entering Unmasked Estep 
Score: -5581385.000000 Penalty: 3252.862305
	Iteration 40F: 3 clusters Score -5581385 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 54348 members 
Entering Unmasked Estep 
Score: -5581418.000000 Penalty: 3252.862305
	Iteration 41Q: 3 clusters Score -5581418 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 54401 members 
Entering Unmasked Estep 
Score: -5581448.000000 Penalty: 3252.862305
	Iteration 42Q: 3 clusters Score -5581448 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 54443 members 
Entering Unmasked Estep 
Score: -5581456.000000 Penalty: 3252.862305
	Iteration 43Q: 3 clusters Score -5581456 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 54491 members 
Entering Unmasked Estep 
Score: -5581471.000000 Penalty: 3252.862305
	Iteration 44Q: 3 clusters Score -5581471 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 54534 members 
Entering Unmasked Estep 
Score: -5581491.500000 Penalty: 3252.862305
	Iteration 45Q: 3 clusters Score -5581492 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 54568 members 
Entering Unmasked Estep 
Score: -5581495.000000 Penalty: 3252.862305
	Iteration 46Q: 3 clusters Score -5581495 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 54596 members 
Entering Unmasked Estep 
Score: -5581515.000000 Penalty: 3252.862305
	Iteration 47Q: 3 clusters Score -5581515 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 54627 members 
Entering Unmasked Estep 
Score: -5581521.500000 Penalty: 3252.862305
	Iteration 48Q: 3 clusters Score -5581522 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 54648 members 
Entering Unmasked Estep 
Score: -5581522.500000 Penalty: 3252.862305
	Iteration 49Q: 3 clusters Score -5581522 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 54662 members 
Entering Unmasked Estep 
Score: -5581540.500000 Penalty: 3252.862305
	Iteration 50Q: 3 clusters Score -5581540 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 54679 members 
Entering Unmasked Estep 
Score: -5581542.500000 Penalty: 3252.862305
	Iteration 51Q: 3 clusters Score -5581542 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 54698 members 
Entering Unmasked Estep 
Score: -5581547.000000 Penalty: 3252.862305
	Iteration 52Q: 3 clusters Score -5581547 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 54712 members 
Entering Unmasked Estep 
Score: -5581553.500000 Penalty: 3252.862305
	Iteration 53Q: 3 clusters Score -5581554 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 54725 members 
Entering Unmasked Estep 
Score: -5581561.000000 Penalty: 3252.862305
	Iteration 54Q: 3 clusters Score -5581561 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 54737 members 
Entering Unmasked Estep 
Score: -5581571.500000 Penalty: 3252.862305
	Iteration 55Q: 3 clusters Score -5581572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 54746 members 
Entering Unmasked Estep 
Score: -5581584.500000 Penalty: 3252.862305
	Iteration 56Q: 3 clusters Score -5581584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 54759 members 
Entering Unmasked Estep 
Score: -5581586.000000 Penalty: 3252.862305
	Iteration 57Q: 3 clusters Score -5581586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 54762 members 
Entering Unmasked Estep 
Score: -5581586.000000 Penalty: 3252.862305
	Iteration 58Q: 3 clusters Score -5581586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 54767 members 
Entering Unmasked Estep 
Score: -5581586.500000 Penalty: 3252.862305
	Iteration 59Q: 3 clusters Score -5581586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 54771 members 
Entering Unmasked Estep 
Score: -5581584.500000 Penalty: 3252.862305
	Iteration 60F: 3 clusters Score -5581584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 54776 members 
Entering Unmasked Estep 
Score: -5581595.000000 Penalty: 3252.862305
	Iteration 61Q: 3 clusters Score -5581595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 54782 members 
Entering Unmasked Estep 
Score: -5581593.000000 Penalty: 3252.862305
	Iteration 62Q: 3 clusters Score -5581593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 54782 members 
Entering Unmasked Estep 
Score: -5581601.000000 Penalty: 3252.862305
	Iteration 63Q: 3 clusters Score -5581601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 54789 members 
Entering Unmasked Estep 
Score: -5581605.000000 Penalty: 3252.862305
	Iteration 64Q: 3 clusters Score -5581605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 54793 members 
Entering Unmasked Estep 
Score: -5581609.000000 Penalty: 3252.862305
	Iteration 65Q: 3 clusters Score -5581609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 54800 members 
Entering Unmasked Estep 
Score: -5581614.000000 Penalty: 3252.862305
	Iteration 66Q: 3 clusters Score -5581614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 54806 members 
Entering Unmasked Estep 
Score: -5581609.000000 Penalty: 3252.862305
	Iteration 67Q: 3 clusters Score -5581609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 54808 members 
Entering Unmasked Estep 
Score: -5581608.500000 Penalty: 3252.862305
	Iteration 68Q: 3 clusters Score -5581608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 54811 members 
Entering Unmasked Estep 
Score: -5581614.000000 Penalty: 3252.862305
	Iteration 69Q: 3 clusters Score -5581614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 54813 members 
Entering Unmasked Estep 
Score: -5581614.000000 Penalty: 3252.862305
	Iteration 70Q: 3 clusters Score -5581614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 54815 members 
Entering Unmasked Estep 
Score: -5581618.000000 Penalty: 3252.862305
	Iteration 71Q: 3 clusters Score -5581618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 54818 members 
Entering Unmasked Estep 
Score: -5581615.000000 Penalty: 3252.862305
	Iteration 72Q: 3 clusters Score -5581615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 54820 members 
Entering Unmasked Estep 
Score: -5581619.500000 Penalty: 3252.862305
	Iteration 73Q: 3 clusters Score -5581620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 54824 members 
Entering Unmasked Estep 
Score: -5581620.000000 Penalty: 3252.862305
	Iteration 74Q: 3 clusters Score -5581620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 54824 members 
Entering Unmasked Estep 
Score: -5581620.000000 Penalty: 3252.862305
	Iteration 75Q: 3 clusters Score -5581620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 54823 members 
Entering Unmasked Estep 
Score: -5581620.500000 Penalty: 3252.862305
	Iteration 76Q: 3 clusters Score -5581620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 54824 members 
Entering Unmasked Estep 
Score: -5581621.000000 Penalty: 3252.862305
	Iteration 77Q: 3 clusters Score -5581621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 54825 members 
Entering Unmasked Estep 
Score: -5581621.000000 Penalty: 3252.862305
	Iteration 78Q: 3 clusters Score -5581621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 54826 members 
Entering Unmasked Estep 
Score: -5581622.000000 Penalty: 3252.862305
	Iteration 79Q: 3 clusters Score -5581622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 54828 members 
Entering Unmasked Estep 
Score: -5581623.500000 Penalty: 3252.862305
	Iteration 80F: 3 clusters Score -5581624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 54830 members 
Entering Unmasked Estep 
Score: -5581628.500000 Penalty: 3252.862305
	Iteration 81Q: 3 clusters Score -5581628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 54830 members 
Entering Unmasked Estep 
Score: -5581627.000000 Penalty: 3252.862305
	Iteration 82Q: 3 clusters Score -5581627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 54831 members 
Entering Unmasked Estep 
Score: -5581627.500000 Penalty: 3252.862305
	Iteration 83Q: 3 clusters Score -5581628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 54832 members 
Entering Unmasked Estep 
Score: -5581626.500000 Penalty: 3252.862305
	Iteration 84Q: 3 clusters Score -5581626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 54832 members 
Entering Unmasked Estep 
Score: -5581626.500000 Penalty: 3252.862305
	Iteration 85F: 3 clusters Score -5581626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Entering Unmasked Estep 
Score: -456490.875000 Penalty: 1248.099854
	Iteration 0F: 2 clusters Score -456490.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -453298.093750 Penalty: 2496.199707
	Iteration 0F: 3 clusters Score -453298.1 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -454768.218750 Penalty: 2496.199707
	Iteration 1F: 3 clusters Score -454768.2 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -455433.593750 Penalty: 2496.199707
	Iteration 2F: 3 clusters Score -455433.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -455832.593750 Penalty: 2496.199707
	Iteration 3F: 3 clusters Score -455832.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -456104.406250 Penalty: 2496.199707
	Iteration 4F: 3 clusters Score -456104.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -456292.593750 Penalty: 2496.199707
	Iteration 5F: 3 clusters Score -456292.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -456453.406250 Penalty: 2496.199707
	Iteration 6Q: 3 clusters Score -456453.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -456595.156250 Penalty: 2496.199707
	Iteration 7Q: 3 clusters Score -456595.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -456681.218750 Penalty: 2496.199707
	Iteration 8Q: 3 clusters Score -456681.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -456736.125000 Penalty: 2496.199707
	Iteration 9Q: 3 clusters Score -456736.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -456782.718750 Penalty: 2496.199707
	Iteration 10Q: 3 clusters Score -456782.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -456827.343750 Penalty: 2496.199707
	Iteration 11Q: 3 clusters Score -456827.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -456857.406250 Penalty: 2496.199707
	Iteration 12Q: 3 clusters Score -456857.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -456875.656250 Penalty: 2496.199707
	Iteration 13Q: 3 clusters Score -456875.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -456883.843750 Penalty: 2496.199707
	Iteration 14Q: 3 clusters Score -456883.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -456893.406250 Penalty: 2496.199707
	Iteration 15Q: 3 clusters Score -456893.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -456901.156250 Penalty: 2496.199707
	Iteration 16Q: 3 clusters Score -456901.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -456909.375000 Penalty: 2496.199707
	Iteration 17Q: 3 clusters Score -456909.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -456912.187500 Penalty: 2496.199707
	Iteration 18Q: 3 clusters Score -456912.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -456916.250000 Penalty: 2496.199707
	Iteration 19Q: 3 clusters Score -456916.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -456920.437500 Penalty: 2496.199707
	Iteration 20F: 3 clusters Score -456920.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -456923.156250 Penalty: 2496.199707
	Iteration 21Q: 3 clusters Score -456923.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -456925.718750 Penalty: 2496.199707
	Iteration 22Q: 3 clusters Score -456925.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -456925.468750 Penalty: 2496.199707
	Iteration 23Q: 3 clusters Score -456925.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -456927.937500 Penalty: 2496.199707
	Iteration 24Q: 3 clusters Score -456927.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -456927.937500 Penalty: 2496.199707
	Iteration 25F: 3 clusters Score -456927.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61422 members 
Mstep: Class 2 contains 6011 members 
Mstep: Class 3 contains 6983 members 
Mstep: Class 4 contains 47962 members 
Mstep: Class 5 contains 8262 members 
Mstep: Class 6 contains 11284 members 
Mstep: Class 7 contains 55844 members 
Mstep: Class 8 contains 3736 members 
Mstep: Class 9 contains 11024 members 
Mstep: Class 10 contains 11462 members 
Mstep: Class 11 contains 10294 members 
Mstep: Class 12 contains 7481 members 
Mstep: Class 13 contains 19203 members 
Mstep: Class 14 contains 37783 members 
Mstep: Class 15 contains 16488 members 
Mstep: Class 16 contains 22062 members 
Mstep: Class 17 contains 23417 members 
Mstep: Class 18 contains 19731 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 198199 members 
Mstep: Class 21 contains 12159 members 
Mstep: Class 22 contains 1773 members 
Mstep: Class 23 contains 6229 members 
Mstep: Class 24 contains 2184 members 
Mstep: Class 25 contains 36509 members 
Mstep: Class 26 contains 6407 members 
Mstep: Class 27 contains 14850 members 
Mstep: Class 28 contains 19289 members 
Mstep: Class 29 contains 37283 members 
Mstep: Class 30 contains 10576 members 
Mstep: Class 31 contains 9179 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 8002 members 
Mstep: Class 34 contains 4039 members 
Mstep: Class 35 contains 237 members 
Mstep: Class 36 contains 1609 members 
Mstep: Class 37 contains 4273 members 
Mstep: Class 38 contains 3410 members 
Mstep: Class 39 contains 34044 members 
Mstep: Class 40 contains 18024 members 
Mstep: Class 41 contains 15633 members 
Mstep: Class 42 contains 2906 members 
Mstep: Class 43 contains 2449 members 
Mstep: Class 44 contains 5089 members 
Mstep: Class 45 contains 1940 members 
Mstep: Class 46 contains 1292 members 
Mstep: Class 47 contains 11679 members 
Mstep: Class 48 contains 1769 members 
Mstep: Class 49 contains 1372 members 
Mstep: Class 50 contains 20955 members 
Mstep: Class 51 contains 967 members 
Mstep: Class 52 contains 4806 members 
Mstep: Class 53 contains 6673 members 
Mstep: Class 54 contains 5817 members 
Mstep: Class 55 contains 1386 members 
Mstep: Class 56 contains 4304 members 
Mstep: Class 57 contains 657 members 
Entering Unmasked Estep 
Score: -88137000.000000 Penalty: 116282.218750
Splitting cluster 8 changes total score from -88137368.000000 to -88137000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (11024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Entering Unmasked Estep 
Score: -1153903.750000 Penalty: 1385.005127
	Iteration 0F: 2 clusters Score -1153904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1146529.250000 Penalty: 2770.010254
	Iteration 0F: 3 clusters Score -1146529 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1149062.750000 Penalty: 2770.010254
	Iteration 1F: 3 clusters Score -1149063 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1149386.250000 Penalty: 2770.010254
	Iteration 2F: 3 clusters Score -1149386 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1149708.625000 Penalty: 2770.010254
	Iteration 3F: 3 clusters Score -1149709 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1150003.625000 Penalty: 2770.010254
	Iteration 4F: 3 clusters Score -1150004 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1150251.125000 Penalty: 2770.010254
	Iteration 5Q: 3 clusters Score -1150251 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1150449.750000 Penalty: 2770.010254
	Iteration 6Q: 3 clusters Score -1150450 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1150605.875000 Penalty: 2770.010254
	Iteration 7Q: 3 clusters Score -1150606 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1150745.625000 Penalty: 2770.010254
	Iteration 8Q: 3 clusters Score -1150746 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1150867.125000 Penalty: 2770.010254
	Iteration 9Q: 3 clusters Score -1150867 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1151010.000000 Penalty: 2770.010254
	Iteration 10Q: 3 clusters Score -1151010 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1151141.625000 Penalty: 2770.010254
	Iteration 11Q: 3 clusters Score -1151142 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1151273.375000 Penalty: 2770.010254
	Iteration 12Q: 3 clusters Score -1151273 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1151398.625000 Penalty: 2770.010254
	Iteration 13Q: 3 clusters Score -1151399 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1151515.625000 Penalty: 2770.010254
	Iteration 14Q: 3 clusters Score -1151516 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1151611.750000 Penalty: 2770.010254
	Iteration 15Q: 3 clusters Score -1151612 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1151699.250000 Penalty: 2770.010254
	Iteration 16Q: 3 clusters Score -1151699 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1151793.750000 Penalty: 2770.010254
	Iteration 17Q: 3 clusters Score -1151794 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1151892.625000 Penalty: 2770.010254
	Iteration 18Q: 3 clusters Score -1151893 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1151971.500000 Penalty: 2770.010254
	Iteration 19Q: 3 clusters Score -1151972 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1152048.250000 Penalty: 2770.010254
	Iteration 20F: 3 clusters Score -1152048 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1152126.000000 Penalty: 2770.010254
	Iteration 21Q: 3 clusters Score -1152126 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1152201.875000 Penalty: 2770.010254
	Iteration 22Q: 3 clusters Score -1152202 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1152270.500000 Penalty: 2770.010254
	Iteration 23Q: 3 clusters Score -1152270 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1152337.250000 Penalty: 2770.010254
	Iteration 24Q: 3 clusters Score -1152337 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1152417.625000 Penalty: 2770.010254
	Iteration 25Q: 3 clusters Score -1152418 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1152485.250000 Penalty: 2770.010254
	Iteration 26Q: 3 clusters Score -1152485 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1152537.125000 Penalty: 2770.010254
	Iteration 27Q: 3 clusters Score -1152537 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1152576.125000 Penalty: 2770.010254
	Iteration 28Q: 3 clusters Score -1152576 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1152615.250000 Penalty: 2770.010254
	Iteration 29Q: 3 clusters Score -1152615 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1152651.875000 Penalty: 2770.010254
	Iteration 30Q: 3 clusters Score -1152652 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1152687.375000 Penalty: 2770.010254
	Iteration 31Q: 3 clusters Score -1152687 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1152717.000000 Penalty: 2770.010254
	Iteration 32Q: 3 clusters Score -1152717 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1152738.875000 Penalty: 2770.010254
	Iteration 33Q: 3 clusters Score -1152739 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1152767.500000 Penalty: 2770.010254
	Iteration 34Q: 3 clusters Score -1152768 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1152806.250000 Penalty: 2770.010254
	Iteration 35Q: 3 clusters Score -1152806 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1152838.375000 Penalty: 2770.010254
	Iteration 36Q: 3 clusters Score -1152838 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1152871.750000 Penalty: 2770.010254
	Iteration 37Q: 3 clusters Score -1152872 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1152906.250000 Penalty: 2770.010254
	Iteration 38Q: 3 clusters Score -1152906 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1152924.500000 Penalty: 2770.010254
	Iteration 39Q: 3 clusters Score -1152924 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1152941.000000 Penalty: 2770.010254
	Iteration 40F: 3 clusters Score -1152941 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1152958.250000 Penalty: 2770.010254
	Iteration 41Q: 3 clusters Score -1152958 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1152970.125000 Penalty: 2770.010254
	Iteration 42Q: 3 clusters Score -1152970 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1152983.625000 Penalty: 2770.010254
	Iteration 43Q: 3 clusters Score -1152984 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1152993.375000 Penalty: 2770.010254
	Iteration 44Q: 3 clusters Score -1152993 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1153000.375000 Penalty: 2770.010254
	Iteration 45Q: 3 clusters Score -1153000 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1153008.375000 Penalty: 2770.010254
	Iteration 46Q: 3 clusters Score -1153008 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1153017.000000 Penalty: 2770.010254
	Iteration 47Q: 3 clusters Score -1153017 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1153026.125000 Penalty: 2770.010254
	Iteration 48Q: 3 clusters Score -1153026 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1153031.250000 Penalty: 2770.010254
	Iteration 49Q: 3 clusters Score -1153031 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1153037.750000 Penalty: 2770.010254
	Iteration 50Q: 3 clusters Score -1153038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1153044.500000 Penalty: 2770.010254
	Iteration 51Q: 3 clusters Score -1153044 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1153057.500000 Penalty: 2770.010254
	Iteration 52Q: 3 clusters Score -1153058 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1153064.125000 Penalty: 2770.010254
	Iteration 53Q: 3 clusters Score -1153064 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1153075.750000 Penalty: 2770.010254
	Iteration 54Q: 3 clusters Score -1153076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1153079.625000 Penalty: 2770.010254
	Iteration 55Q: 3 clusters Score -1153080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1153088.125000 Penalty: 2770.010254
	Iteration 56Q: 3 clusters Score -1153088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1153091.625000 Penalty: 2770.010254
	Iteration 57Q: 3 clusters Score -1153092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1153096.250000 Penalty: 2770.010254
	Iteration 58Q: 3 clusters Score -1153096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1153096.875000 Penalty: 2770.010254
	Iteration 59Q: 3 clusters Score -1153097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1153098.625000 Penalty: 2770.010254
	Iteration 60F: 3 clusters Score -1153099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1153100.375000 Penalty: 2770.010254
	Iteration 61Q: 3 clusters Score -1153100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1153100.125000 Penalty: 2770.010254
	Iteration 62Q: 3 clusters Score -1153100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1153103.500000 Penalty: 2770.010254
	Iteration 63Q: 3 clusters Score -1153104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1153107.250000 Penalty: 2770.010254
	Iteration 64Q: 3 clusters Score -1153107 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1153112.000000 Penalty: 2770.010254
	Iteration 65Q: 3 clusters Score -1153112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1153112.375000 Penalty: 2770.010254
	Iteration 66Q: 3 clusters Score -1153112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1153113.000000 Penalty: 2770.010254
	Iteration 67Q: 3 clusters Score -1153113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1153114.250000 Penalty: 2770.010254
	Iteration 68Q: 3 clusters Score -1153114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1153115.375000 Penalty: 2770.010254
	Iteration 69Q: 3 clusters Score -1153115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1153118.000000 Penalty: 2770.010254
	Iteration 70Q: 3 clusters Score -1153118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1153117.125000 Penalty: 2770.010254
	Iteration 71Q: 3 clusters Score -1153117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1153118.625000 Penalty: 2770.010254
	Iteration 72Q: 3 clusters Score -1153119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1153121.750000 Penalty: 2770.010254
	Iteration 73Q: 3 clusters Score -1153122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1153126.375000 Penalty: 2770.010254
	Iteration 74Q: 3 clusters Score -1153126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1153128.000000 Penalty: 2770.010254
	Iteration 75Q: 3 clusters Score -1153128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1153128.000000 Penalty: 2770.010254
	Iteration 76F: 3 clusters Score -1153128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Entering Unmasked Estep 
Score: -1205396.375000 Penalty: 1390.802734
	Iteration 0F: 2 clusters Score -1205396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1197665.000000 Penalty: 2781.605469
	Iteration 0F: 3 clusters Score -1197665 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1200329.875000 Penalty: 2781.605469
	Iteration 1F: 3 clusters Score -1200330 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1200817.625000 Penalty: 2781.605469
	Iteration 2F: 3 clusters Score -1200818 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1201290.750000 Penalty: 2781.605469
	Iteration 3F: 3 clusters Score -1201291 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1201750.875000 Penalty: 2781.605469
	Iteration 4F: 3 clusters Score -1201751 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1202229.750000 Penalty: 2781.605469
	Iteration 5F: 3 clusters Score -1202230 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1202667.000000 Penalty: 2781.605469
	Iteration 6F: 3 clusters Score -1202667 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1203054.500000 Penalty: 2781.605469
	Iteration 7Q: 3 clusters Score -1203054 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1203363.375000 Penalty: 2781.605469
	Iteration 8Q: 3 clusters Score -1203363 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1203618.625000 Penalty: 2781.605469
	Iteration 9Q: 3 clusters Score -1203619 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1203803.125000 Penalty: 2781.605469
	Iteration 10Q: 3 clusters Score -1203803 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1203933.000000 Penalty: 2781.605469
	Iteration 11Q: 3 clusters Score -1203933 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1204041.625000 Penalty: 2781.605469
	Iteration 12Q: 3 clusters Score -1204042 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1204117.625000 Penalty: 2781.605469
	Iteration 13Q: 3 clusters Score -1204118 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1204175.750000 Penalty: 2781.605469
	Iteration 14Q: 3 clusters Score -1204176 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1204218.750000 Penalty: 2781.605469
	Iteration 15Q: 3 clusters Score -1204219 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1204252.625000 Penalty: 2781.605469
	Iteration 16Q: 3 clusters Score -1204253 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1204276.750000 Penalty: 2781.605469
	Iteration 17Q: 3 clusters Score -1204277 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1204291.875000 Penalty: 2781.605469
	Iteration 18Q: 3 clusters Score -1204292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1204303.125000 Penalty: 2781.605469
	Iteration 19Q: 3 clusters Score -1204303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1204313.875000 Penalty: 2781.605469
	Iteration 20F: 3 clusters Score -1204314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1204326.750000 Penalty: 2781.605469
	Iteration 21Q: 3 clusters Score -1204327 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1204336.250000 Penalty: 2781.605469
	Iteration 22Q: 3 clusters Score -1204336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1204339.250000 Penalty: 2781.605469
	Iteration 23Q: 3 clusters Score -1204339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1204344.500000 Penalty: 2781.605469
	Iteration 24Q: 3 clusters Score -1204344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1204355.250000 Penalty: 2781.605469
	Iteration 25Q: 3 clusters Score -1204355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1204362.375000 Penalty: 2781.605469
	Iteration 26Q: 3 clusters Score -1204362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1204364.125000 Penalty: 2781.605469
	Iteration 27Q: 3 clusters Score -1204364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1204368.000000 Penalty: 2781.605469
	Iteration 28Q: 3 clusters Score -1204368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1204369.625000 Penalty: 2781.605469
	Iteration 29Q: 3 clusters Score -1204370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1204375.625000 Penalty: 2781.605469
	Iteration 30Q: 3 clusters Score -1204376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1204383.000000 Penalty: 2781.605469
	Iteration 31Q: 3 clusters Score -1204383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1204388.500000 Penalty: 2781.605469
	Iteration 32Q: 3 clusters Score -1204388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1204391.250000 Penalty: 2781.605469
	Iteration 33Q: 3 clusters Score -1204391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1204396.875000 Penalty: 2781.605469
	Iteration 34Q: 3 clusters Score -1204397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1204399.875000 Penalty: 2781.605469
	Iteration 35Q: 3 clusters Score -1204400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1204397.625000 Penalty: 2781.605469
	Iteration 36Q: 3 clusters Score -1204398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1204397.625000 Penalty: 2781.605469
	Iteration 37F: 3 clusters Score -1204398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Entering Unmasked Estep 
Score: -1079450.500000 Penalty: 1374.810425
	Iteration 0F: 2 clusters Score -1079450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1072535.000000 Penalty: 2749.620850
	Iteration 0F: 3 clusters Score -1072535 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1074863.375000 Penalty: 2749.620850
	Iteration 1F: 3 clusters Score -1074863 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1075195.125000 Penalty: 2749.620850
	Iteration 2F: 3 clusters Score -1075195 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1075432.375000 Penalty: 2749.620850
	Iteration 3F: 3 clusters Score -1075432 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1075658.625000 Penalty: 2749.620850
	Iteration 4Q: 3 clusters Score -1075659 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1075886.750000 Penalty: 2749.620850
	Iteration 5Q: 3 clusters Score -1075887 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1076103.625000 Penalty: 2749.620850
	Iteration 6Q: 3 clusters Score -1076104 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1076316.500000 Penalty: 2749.620850
	Iteration 7Q: 3 clusters Score -1076316 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1076532.125000 Penalty: 2749.620850
	Iteration 8Q: 3 clusters Score -1076532 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1076767.250000 Penalty: 2749.620850
	Iteration 9Q: 3 clusters Score -1076767 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1076994.875000 Penalty: 2749.620850
	Iteration 10Q: 3 clusters Score -1076995 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1077218.500000 Penalty: 2749.620850
	Iteration 11Q: 3 clusters Score -1077218 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1077430.750000 Penalty: 2749.620850
	Iteration 12Q: 3 clusters Score -1077431 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1077601.375000 Penalty: 2749.620850
	Iteration 13Q: 3 clusters Score -1077601 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1077745.125000 Penalty: 2749.620850
	Iteration 14Q: 3 clusters Score -1077745 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1077862.500000 Penalty: 2749.620850
	Iteration 15Q: 3 clusters Score -1077862 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1077948.375000 Penalty: 2749.620850
	Iteration 16Q: 3 clusters Score -1077948 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1078023.375000 Penalty: 2749.620850
	Iteration 17Q: 3 clusters Score -1078023 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1078075.125000 Penalty: 2749.620850
	Iteration 18Q: 3 clusters Score -1078075 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1078113.500000 Penalty: 2749.620850
	Iteration 19Q: 3 clusters Score -1078114 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1078143.000000 Penalty: 2749.620850
	Iteration 20F: 3 clusters Score -1078143 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1078180.000000 Penalty: 2749.620850
	Iteration 21Q: 3 clusters Score -1078180 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1078211.125000 Penalty: 2749.620850
	Iteration 22Q: 3 clusters Score -1078211 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1078243.500000 Penalty: 2749.620850
	Iteration 23Q: 3 clusters Score -1078244 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1078270.875000 Penalty: 2749.620850
	Iteration 24Q: 3 clusters Score -1078271 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1078282.125000 Penalty: 2749.620850
	Iteration 25Q: 3 clusters Score -1078282 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1078290.125000 Penalty: 2749.620850
	Iteration 26Q: 3 clusters Score -1078290 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1078303.750000 Penalty: 2749.620850
	Iteration 27Q: 3 clusters Score -1078304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1078311.750000 Penalty: 2749.620850
	Iteration 28Q: 3 clusters Score -1078312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1078317.375000 Penalty: 2749.620850
	Iteration 29Q: 3 clusters Score -1078317 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1078322.625000 Penalty: 2749.620850
	Iteration 30Q: 3 clusters Score -1078323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1078327.250000 Penalty: 2749.620850
	Iteration 31Q: 3 clusters Score -1078327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1078331.625000 Penalty: 2749.620850
	Iteration 32Q: 3 clusters Score -1078332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1078338.250000 Penalty: 2749.620850
	Iteration 33Q: 3 clusters Score -1078338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1078340.625000 Penalty: 2749.620850
	Iteration 34Q: 3 clusters Score -1078341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1078340.000000 Penalty: 2749.620850
	Iteration 35Q: 3 clusters Score -1078340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1078342.375000 Penalty: 2749.620850
	Iteration 36Q: 3 clusters Score -1078342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1078343.750000 Penalty: 2749.620850
	Iteration 37Q: 3 clusters Score -1078344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1078342.625000 Penalty: 2749.620850
	Iteration 38Q: 3 clusters Score -1078343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1078342.625000 Penalty: 2749.620850
	Iteration 39F: 3 clusters Score -1078343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -749807.000000 Penalty: 1327.314209
	Iteration 0F: 2 clusters Score -749807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -744610.250000 Penalty: 2654.628418
	Iteration 0F: 3 clusters Score -744610.2 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -746383.812500 Penalty: 2654.628418
	Iteration 1F: 3 clusters Score -746383.8 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -746736.750000 Penalty: 2654.628418
	Iteration 2F: 3 clusters Score -746736.8 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -747025.625000 Penalty: 2654.628418
	Iteration 3F: 3 clusters Score -747025.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -747257.687500 Penalty: 2654.628418
	Iteration 4F: 3 clusters Score -747257.7 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -747430.125000 Penalty: 2654.628418
	Iteration 5Q: 3 clusters Score -747430.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -747580.312500 Penalty: 2654.628418
	Iteration 6Q: 3 clusters Score -747580.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -747716.812500 Penalty: 2654.628418
	Iteration 7Q: 3 clusters Score -747716.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -747870.812500 Penalty: 2654.628418
	Iteration 8Q: 3 clusters Score -747870.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -748013.437500 Penalty: 2654.628418
	Iteration 9Q: 3 clusters Score -748013.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -748177.375000 Penalty: 2654.628418
	Iteration 10Q: 3 clusters Score -748177.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -748346.562500 Penalty: 2654.628418
	Iteration 11Q: 3 clusters Score -748346.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -748505.812500 Penalty: 2654.628418
	Iteration 12Q: 3 clusters Score -748505.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -748643.750000 Penalty: 2654.628418
	Iteration 13Q: 3 clusters Score -748643.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -748787.250000 Penalty: 2654.628418
	Iteration 14Q: 3 clusters Score -748787.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -748926.000000 Penalty: 2654.628418
	Iteration 15Q: 3 clusters Score -748926 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -749031.125000 Penalty: 2654.628418
	Iteration 16Q: 3 clusters Score -749031.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -749113.187500 Penalty: 2654.628418
	Iteration 17Q: 3 clusters Score -749113.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -749171.812500 Penalty: 2654.628418
	Iteration 18Q: 3 clusters Score -749171.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -749220.562500 Penalty: 2654.628418
	Iteration 19Q: 3 clusters Score -749220.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -749260.937500 Penalty: 2654.628418
	Iteration 20F: 3 clusters Score -749260.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -749296.000000 Penalty: 2654.628418
	Iteration 21Q: 3 clusters Score -749296 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -749326.375000 Penalty: 2654.628418
	Iteration 22Q: 3 clusters Score -749326.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -749344.000000 Penalty: 2654.628418
	Iteration 23Q: 3 clusters Score -749344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -749360.437500 Penalty: 2654.628418
	Iteration 24Q: 3 clusters Score -749360.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -749376.687500 Penalty: 2654.628418
	Iteration 25Q: 3 clusters Score -749376.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -749384.125000 Penalty: 2654.628418
	Iteration 26Q: 3 clusters Score -749384.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -749384.125000 Penalty: 2654.628418
	Iteration 27Q: 3 clusters Score -749384.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -749389.312500 Penalty: 2654.628418
	Iteration 28Q: 3 clusters Score -749389.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -749397.687500 Penalty: 2654.628418
	Iteration 29Q: 3 clusters Score -749397.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -749400.750000 Penalty: 2654.628418
	Iteration 30Q: 3 clusters Score -749400.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -749406.562500 Penalty: 2654.628418
	Iteration 31Q: 3 clusters Score -749406.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -749409.062500 Penalty: 2654.628418
	Iteration 32Q: 3 clusters Score -749409.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -749411.625000 Penalty: 2654.628418
	Iteration 33Q: 3 clusters Score -749411.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -749413.562500 Penalty: 2654.628418
	Iteration 34Q: 3 clusters Score -749413.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -749413.187500 Penalty: 2654.628418
	Iteration 35Q: 3 clusters Score -749413.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -749413.187500 Penalty: 2654.628418
	Iteration 36F: 3 clusters Score -749413.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (19203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Entering Unmasked Estep 
Score: -1969180.000000 Penalty: 1467.587891
	Iteration 0F: 2 clusters Score -1969180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1956470.500000 Penalty: 2935.175781
	Iteration 0F: 3 clusters Score -1956470 nChanged 8528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1961011.750000 Penalty: 2935.175781
	Iteration 1F: 3 clusters Score -1961012 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1961411.750000 Penalty: 2935.175781
	Iteration 2F: 3 clusters Score -1961412 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1961781.375000 Penalty: 2935.175781
	Iteration 3Q: 3 clusters Score -1961781 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1962158.500000 Penalty: 2935.175781
	Iteration 4Q: 3 clusters Score -1962158 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1962578.000000 Penalty: 2935.175781
	Iteration 5Q: 3 clusters Score -1962578 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -1963089.000000 Penalty: 2935.175781
	Iteration 6F: 3 clusters Score -1963089 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -1963674.875000 Penalty: 2935.175781
	Iteration 7F: 3 clusters Score -1963675 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -1964351.750000 Penalty: 2935.175781
	Iteration 8F: 3 clusters Score -1964352 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -1965109.375000 Penalty: 2935.175781
	Iteration 9F: 3 clusters Score -1965109 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -1965855.625000 Penalty: 2935.175781
	Iteration 10F: 3 clusters Score -1965856 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -1966508.750000 Penalty: 2935.175781
	Iteration 11Q: 3 clusters Score -1966509 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -1967046.000000 Penalty: 2935.175781
	Iteration 12Q: 3 clusters Score -1967046 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -1967432.250000 Penalty: 2935.175781
	Iteration 13Q: 3 clusters Score -1967432 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -1967668.625000 Penalty: 2935.175781
	Iteration 14Q: 3 clusters Score -1967669 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -1967802.250000 Penalty: 2935.175781
	Iteration 15Q: 3 clusters Score -1967802 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -1967888.750000 Penalty: 2935.175781
	Iteration 16Q: 3 clusters Score -1967889 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -1967937.125000 Penalty: 2935.175781
	Iteration 17Q: 3 clusters Score -1967937 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -1967980.000000 Penalty: 2935.175781
	Iteration 18Q: 3 clusters Score -1967980 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -1968002.625000 Penalty: 2935.175781
	Iteration 19Q: 3 clusters Score -1968003 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -1968014.750000 Penalty: 2935.175781
	Iteration 20F: 3 clusters Score -1968015 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -1968028.000000 Penalty: 2935.175781
	Iteration 21Q: 3 clusters Score -1968028 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -1968037.625000 Penalty: 2935.175781
	Iteration 22Q: 3 clusters Score -1968038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -1968048.250000 Penalty: 2935.175781
	Iteration 23Q: 3 clusters Score -1968048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -1968056.250000 Penalty: 2935.175781
	Iteration 24Q: 3 clusters Score -1968056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -1968057.750000 Penalty: 2935.175781
	Iteration 25Q: 3 clusters Score -1968058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -1968061.875000 Penalty: 2935.175781
	Iteration 26Q: 3 clusters Score -1968062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -1968063.375000 Penalty: 2935.175781
	Iteration 27Q: 3 clusters Score -1968063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -1968062.125000 Penalty: 2935.175781
	Iteration 28Q: 3 clusters Score -1968062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -1968062.125000 Penalty: 2935.175781
	Iteration 29F: 3 clusters Score -1968062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (37783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37783 members 
Entering Unmasked Estep 
Score: -3924478.250000 Penalty: 1568.294678
	Iteration 0F: 2 clusters Score -3924478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -3899900.000000 Penalty: 3136.589355
	Iteration 0F: 3 clusters Score -3899900 nChanged 17174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -3909319.750000 Penalty: 3136.589355
	Iteration 1F: 3 clusters Score -3909320 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -3909963.500000 Penalty: 3136.589355
	Iteration 2Q: 3 clusters Score -3909964 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -3910676.000000 Penalty: 3136.589355
	Iteration 3Q: 3 clusters Score -3910676 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -3911448.750000 Penalty: 3136.589355
	Iteration 4F: 3 clusters Score -3911449 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -3912406.750000 Penalty: 3136.589355
	Iteration 5F: 3 clusters Score -3912407 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25977 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -3913693.250000 Penalty: 3136.589355
	Iteration 6F: 3 clusters Score -3913693 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -3915360.250000 Penalty: 3136.589355
	Iteration 7F: 3 clusters Score -3915360 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30751 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -3917342.750000 Penalty: 3136.589355
	Iteration 8F: 3 clusters Score -3917343 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33047 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -3919275.750000 Penalty: 3136.589355
	Iteration 9F: 3 clusters Score -3919276 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34883 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -3920921.000000 Penalty: 3136.589355
	Iteration 10Q: 3 clusters Score -3920921 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36121 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -3921985.500000 Penalty: 3136.589355
	Iteration 11Q: 3 clusters Score -3921986 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36808 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -3922584.000000 Penalty: 3136.589355
	Iteration 12Q: 3 clusters Score -3922584 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37144 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3922876.250000 Penalty: 3136.589355
	Iteration 13Q: 3 clusters Score -3922876 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37304 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3923031.500000 Penalty: 3136.589355
	Iteration 14Q: 3 clusters Score -3923032 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37371 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3923104.250000 Penalty: 3136.589355
	Iteration 15Q: 3 clusters Score -3923104 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37402 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3923138.000000 Penalty: 3136.589355
	Iteration 16Q: 3 clusters Score -3923138 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37425 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3923173.000000 Penalty: 3136.589355
	Iteration 17Q: 3 clusters Score -3923173 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37442 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -3923193.000000 Penalty: 3136.589355
	Iteration 18Q: 3 clusters Score -3923193 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37453 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3923205.750000 Penalty: 3136.589355
	Iteration 19Q: 3 clusters Score -3923206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37461 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3923212.500000 Penalty: 3136.589355
	Iteration 20F: 3 clusters Score -3923212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37468 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3923229.000000 Penalty: 3136.589355
	Iteration 21Q: 3 clusters Score -3923229 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37477 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -3923236.500000 Penalty: 3136.589355
	Iteration 22Q: 3 clusters Score -3923236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37477 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -3923243.500000 Penalty: 3136.589355
	Iteration 23Q: 3 clusters Score -3923244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37479 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -3923248.000000 Penalty: 3136.589355
	Iteration 24Q: 3 clusters Score -3923248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37478 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3923247.750000 Penalty: 3136.589355
	Iteration 25Q: 3 clusters Score -3923248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37478 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3923247.750000 Penalty: 3136.589355
	Iteration 26F: 3 clusters Score -3923248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Entering Unmasked Estep 
Score: -1728429.000000 Penalty: 1444.905762
	Iteration 0F: 2 clusters Score -1728429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1717510.375000 Penalty: 2889.811523
	Iteration 0F: 3 clusters Score -1717510 nChanged 7186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1721356.750000 Penalty: 2889.811523
	Iteration 1F: 3 clusters Score -1721357 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1721711.125000 Penalty: 2889.811523
	Iteration 2F: 3 clusters Score -1721711 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1722009.250000 Penalty: 2889.811523
	Iteration 3Q: 3 clusters Score -1722009 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1722268.500000 Penalty: 2889.811523
	Iteration 4Q: 3 clusters Score -1722268 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1722570.750000 Penalty: 2889.811523
	Iteration 5Q: 3 clusters Score -1722571 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1722919.750000 Penalty: 2889.811523
	Iteration 6Q: 3 clusters Score -1722920 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1723305.875000 Penalty: 2889.811523
	Iteration 7Q: 3 clusters Score -1723306 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1723721.875000 Penalty: 2889.811523
	Iteration 8Q: 3 clusters Score -1723722 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1724203.000000 Penalty: 2889.811523
	Iteration 9Q: 3 clusters Score -1724203 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1724722.375000 Penalty: 2889.811523
	Iteration 10Q: 3 clusters Score -1724722 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1725283.125000 Penalty: 2889.811523
	Iteration 11Q: 3 clusters Score -1725283 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1725776.000000 Penalty: 2889.811523
	Iteration 12Q: 3 clusters Score -1725776 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1726198.500000 Penalty: 2889.811523
	Iteration 13Q: 3 clusters Score -1726198 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1726529.250000 Penalty: 2889.811523
	Iteration 14Q: 3 clusters Score -1726529 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1726772.625000 Penalty: 2889.811523
	Iteration 15Q: 3 clusters Score -1726773 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1726949.125000 Penalty: 2889.811523
	Iteration 16Q: 3 clusters Score -1726949 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1727088.500000 Penalty: 2889.811523
	Iteration 17Q: 3 clusters Score -1727088 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1727201.500000 Penalty: 2889.811523
	Iteration 18Q: 3 clusters Score -1727202 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1727263.375000 Penalty: 2889.811523
	Iteration 19Q: 3 clusters Score -1727263 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1727325.250000 Penalty: 2889.811523
	Iteration 20F: 3 clusters Score -1727325 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1727367.375000 Penalty: 2889.811523
	Iteration 21Q: 3 clusters Score -1727367 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1727394.250000 Penalty: 2889.811523
	Iteration 22Q: 3 clusters Score -1727394 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1727413.250000 Penalty: 2889.811523
	Iteration 23Q: 3 clusters Score -1727413 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1727424.000000 Penalty: 2889.811523
	Iteration 24Q: 3 clusters Score -1727424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1727432.250000 Penalty: 2889.811523
	Iteration 25Q: 3 clusters Score -1727432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1727444.500000 Penalty: 2889.811523
	Iteration 26Q: 3 clusters Score -1727444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1727445.750000 Penalty: 2889.811523
	Iteration 27Q: 3 clusters Score -1727446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1727449.875000 Penalty: 2889.811523
	Iteration 28Q: 3 clusters Score -1727450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1727453.750000 Penalty: 2889.811523
	Iteration 29Q: 3 clusters Score -1727454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1727458.250000 Penalty: 2889.811523
	Iteration 30Q: 3 clusters Score -1727458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1727460.125000 Penalty: 2889.811523
	Iteration 31Q: 3 clusters Score -1727460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1727462.375000 Penalty: 2889.811523
	Iteration 32Q: 3 clusters Score -1727462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1727466.375000 Penalty: 2889.811523
	Iteration 33Q: 3 clusters Score -1727466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1727468.125000 Penalty: 2889.811523
	Iteration 34Q: 3 clusters Score -1727468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1727468.125000 Penalty: 2889.811523
	Iteration 35F: 3 clusters Score -1727468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (22062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Entering Unmasked Estep 
Score: -2082254.375000 Penalty: 1488.239868
	Iteration 0F: 2 clusters Score -2082254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -2067824.375000 Penalty: 2976.479736
	Iteration 0F: 3 clusters Score -2067824 nChanged 9747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -2073153.625000 Penalty: 2976.479736
	Iteration 1F: 3 clusters Score -2073154 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -2073591.750000 Penalty: 2976.479736
	Iteration 2F: 3 clusters Score -2073592 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -2073972.500000 Penalty: 2976.479736
	Iteration 3Q: 3 clusters Score -2073972 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -2074322.750000 Penalty: 2976.479736
	Iteration 4Q: 3 clusters Score -2074323 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -2074676.250000 Penalty: 2976.479736
	Iteration 5Q: 3 clusters Score -2074676 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -2075055.375000 Penalty: 2976.479736
	Iteration 6Q: 3 clusters Score -2075055 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -2075490.375000 Penalty: 2976.479736
	Iteration 7Q: 3 clusters Score -2075490 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -2076036.625000 Penalty: 2976.479736
	Iteration 8Q: 3 clusters Score -2076037 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -2076689.125000 Penalty: 2976.479736
	Iteration 9Q: 3 clusters Score -2076689 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -2077452.125000 Penalty: 2976.479736
	Iteration 10Q: 3 clusters Score -2077452 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -2078238.375000 Penalty: 2976.479736
	Iteration 11Q: 3 clusters Score -2078238 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -2078925.625000 Penalty: 2976.479736
	Iteration 12Q: 3 clusters Score -2078926 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -2079528.500000 Penalty: 2976.479736
	Iteration 13Q: 3 clusters Score -2079528 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -2079982.750000 Penalty: 2976.479736
	Iteration 14Q: 3 clusters Score -2079983 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -2080331.250000 Penalty: 2976.479736
	Iteration 15Q: 3 clusters Score -2080331 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -2080537.750000 Penalty: 2976.479736
	Iteration 16Q: 3 clusters Score -2080538 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -2080672.125000 Penalty: 2976.479736
	Iteration 17Q: 3 clusters Score -2080672 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -2080767.875000 Penalty: 2976.479736
	Iteration 18Q: 3 clusters Score -2080768 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -2080852.625000 Penalty: 2976.479736
	Iteration 19Q: 3 clusters Score -2080853 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -2080923.250000 Penalty: 2976.479736
	Iteration 20F: 3 clusters Score -2080923 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 21457 members 
Entering Unmasked Estep 
Score: -2080975.000000 Penalty: 2976.479736
	Iteration 21Q: 3 clusters Score -2080975 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -2081006.375000 Penalty: 2976.479736
	Iteration 22Q: 3 clusters Score -2081006 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 21516 members 
Entering Unmasked Estep 
Score: -2081032.125000 Penalty: 2976.479736
	Iteration 23Q: 3 clusters Score -2081032 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -2081047.000000 Penalty: 2976.479736
	Iteration 24Q: 3 clusters Score -2081047 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
Score: -2081067.750000 Penalty: 2976.479736
	Iteration 25Q: 3 clusters Score -2081068 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -2081082.000000 Penalty: 2976.479736
	Iteration 26Q: 3 clusters Score -2081082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -2081090.125000 Penalty: 2976.479736
	Iteration 27Q: 3 clusters Score -2081090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -2081100.375000 Penalty: 2976.479736
	Iteration 28Q: 3 clusters Score -2081100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
Score: -2081110.875000 Penalty: 2976.479736
	Iteration 29Q: 3 clusters Score -2081111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -2081114.375000 Penalty: 2976.479736
	Iteration 30Q: 3 clusters Score -2081114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -2081119.375000 Penalty: 2976.479736
	Iteration 31Q: 3 clusters Score -2081119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -2081125.625000 Penalty: 2976.479736
	Iteration 32Q: 3 clusters Score -2081126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -2081133.375000 Penalty: 2976.479736
	Iteration 33Q: 3 clusters Score -2081133 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -2081140.000000 Penalty: 2976.479736
	Iteration 34Q: 3 clusters Score -2081140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -2081150.250000 Penalty: 2976.479736
	Iteration 35Q: 3 clusters Score -2081150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -2081161.125000 Penalty: 2976.479736
	Iteration 36Q: 3 clusters Score -2081161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -2081163.750000 Penalty: 2976.479736
	Iteration 37Q: 3 clusters Score -2081164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -2081168.625000 Penalty: 2976.479736
	Iteration 38Q: 3 clusters Score -2081169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -2081168.625000 Penalty: 2976.479736
	Iteration 39F: 3 clusters Score -2081169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (23417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Entering Unmasked Estep 
Score: -2300471.500000 Penalty: 1497.109131
	Iteration 0F: 2 clusters Score -2300472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -2285177.750000 Penalty: 2994.218262
	Iteration 0F: 3 clusters Score -2285178 nChanged 10457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -2290982.500000 Penalty: 2994.218262
	Iteration 1F: 3 clusters Score -2290982 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -2291571.250000 Penalty: 2994.218262
	Iteration 2F: 3 clusters Score -2291571 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -2292164.250000 Penalty: 2994.218262
	Iteration 3F: 3 clusters Score -2292164 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -2292776.750000 Penalty: 2994.218262
	Iteration 4F: 3 clusters Score -2292777 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -2293540.000000 Penalty: 2994.218262
	Iteration 5F: 3 clusters Score -2293540 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -2294387.250000 Penalty: 2994.218262
	Iteration 6F: 3 clusters Score -2294387 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -2295201.250000 Penalty: 2994.218262
	Iteration 7F: 3 clusters Score -2295201 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -2295939.250000 Penalty: 2994.218262
	Iteration 8Q: 3 clusters Score -2295939 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -2296599.500000 Penalty: 2994.218262
	Iteration 9Q: 3 clusters Score -2296600 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -2297059.250000 Penalty: 2994.218262
	Iteration 10Q: 3 clusters Score -2297059 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -2297390.750000 Penalty: 2994.218262
	Iteration 11Q: 3 clusters Score -2297391 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -2297622.000000 Penalty: 2994.218262
	Iteration 12Q: 3 clusters Score -2297622 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -2297811.750000 Penalty: 2994.218262
	Iteration 13Q: 3 clusters Score -2297812 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -2297986.000000 Penalty: 2994.218262
	Iteration 14Q: 3 clusters Score -2297986 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -2298111.750000 Penalty: 2994.218262
	Iteration 15Q: 3 clusters Score -2298112 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -2298275.750000 Penalty: 2994.218262
	Iteration 16Q: 3 clusters Score -2298276 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -2298400.000000 Penalty: 2994.218262
	Iteration 17Q: 3 clusters Score -2298400 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -2298518.250000 Penalty: 2994.218262
	Iteration 18Q: 3 clusters Score -2298518 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -2298617.500000 Penalty: 2994.218262
	Iteration 19Q: 3 clusters Score -2298618 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -2298722.750000 Penalty: 2994.218262
	Iteration 20F: 3 clusters Score -2298723 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -2298810.250000 Penalty: 2994.218262
	Iteration 21Q: 3 clusters Score -2298810 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -2298909.000000 Penalty: 2994.218262
	Iteration 22Q: 3 clusters Score -2298909 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -2299018.750000 Penalty: 2994.218262
	Iteration 23Q: 3 clusters Score -2299019 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -2299108.750000 Penalty: 2994.218262
	Iteration 24Q: 3 clusters Score -2299109 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -2299190.000000 Penalty: 2994.218262
	Iteration 25Q: 3 clusters Score -2299190 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -2299268.750000 Penalty: 2994.218262
	Iteration 26Q: 3 clusters Score -2299269 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -2299335.500000 Penalty: 2994.218262
	Iteration 27Q: 3 clusters Score -2299336 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -2299389.000000 Penalty: 2994.218262
	Iteration 28Q: 3 clusters Score -2299389 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -2299440.500000 Penalty: 2994.218262
	Iteration 29Q: 3 clusters Score -2299440 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -2299495.750000 Penalty: 2994.218262
	Iteration 30Q: 3 clusters Score -2299496 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21250 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -2299542.000000 Penalty: 2994.218262
	Iteration 31Q: 3 clusters Score -2299542 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2299585.250000 Penalty: 2994.218262
	Iteration 32Q: 3 clusters Score -2299585 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -2299621.500000 Penalty: 2994.218262
	Iteration 33Q: 3 clusters Score -2299622 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -2299645.250000 Penalty: 2994.218262
	Iteration 34Q: 3 clusters Score -2299645 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2299655.250000 Penalty: 2994.218262
	Iteration 35Q: 3 clusters Score -2299655 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2299667.000000 Penalty: 2994.218262
	Iteration 36Q: 3 clusters Score -2299667 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2299676.750000 Penalty: 2994.218262
	Iteration 37Q: 3 clusters Score -2299677 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -2299681.750000 Penalty: 2994.218262
	Iteration 38Q: 3 clusters Score -2299682 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2299689.500000 Penalty: 2994.218262
	Iteration 39Q: 3 clusters Score -2299690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2299691.250000 Penalty: 2994.218262
	Iteration 40F: 3 clusters Score -2299691 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21587 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2299697.250000 Penalty: 2994.218262
	Iteration 41Q: 3 clusters Score -2299697 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2299702.750000 Penalty: 2994.218262
	Iteration 42Q: 3 clusters Score -2299703 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -2299707.500000 Penalty: 2994.218262
	Iteration 43Q: 3 clusters Score -2299708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -2299707.750000 Penalty: 2994.218262
	Iteration 44Q: 3 clusters Score -2299708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2299706.500000 Penalty: 2994.218262
	Iteration 45Q: 3 clusters Score -2299706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2299709.000000 Penalty: 2994.218262
	Iteration 46Q: 3 clusters Score -2299709 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2299711.250000 Penalty: 2994.218262
	Iteration 47Q: 3 clusters Score -2299711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2299719.000000 Penalty: 2994.218262
	Iteration 48Q: 3 clusters Score -2299719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -2299720.000000 Penalty: 2994.218262
	Iteration 49Q: 3 clusters Score -2299720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2299719.750000 Penalty: 2994.218262
	Iteration 50Q: 3 clusters Score -2299720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2299718.250000 Penalty: 2994.218262
	Iteration 51Q: 3 clusters Score -2299718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2299720.250000 Penalty: 2994.218262
	Iteration 52Q: 3 clusters Score -2299720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2299720.000000 Penalty: 2994.218262
	Iteration 53Q: 3 clusters Score -2299720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2299720.500000 Penalty: 2994.218262
	Iteration 54Q: 3 clusters Score -2299720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2299723.000000 Penalty: 2994.218262
	Iteration 55Q: 3 clusters Score -2299723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2299723.250000 Penalty: 2994.218262
	Iteration 56Q: 3 clusters Score -2299723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2299723.250000 Penalty: 2994.218262
	Iteration 57F: 3 clusters Score -2299723 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Entering Unmasked Estep 
Score: -2051944.125000 Penalty: 1471.624023
	Iteration 0F: 2 clusters Score -2051944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -2039069.750000 Penalty: 2943.248047
	Iteration 0F: 3 clusters Score -2039070 nChanged 8701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -2043746.625000 Penalty: 2943.248047
	Iteration 1F: 3 clusters Score -2043747 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -2044092.875000 Penalty: 2943.248047
	Iteration 2F: 3 clusters Score -2044093 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -2044401.500000 Penalty: 2943.248047
	Iteration 3Q: 3 clusters Score -2044402 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -2044697.125000 Penalty: 2943.248047
	Iteration 4Q: 3 clusters Score -2044697 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -2045030.625000 Penalty: 2943.248047
	Iteration 5Q: 3 clusters Score -2045031 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -2045371.250000 Penalty: 2943.248047
	Iteration 6Q: 3 clusters Score -2045371 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -2045732.250000 Penalty: 2943.248047
	Iteration 7Q: 3 clusters Score -2045732 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -2046123.500000 Penalty: 2943.248047
	Iteration 8Q: 3 clusters Score -2046124 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -2046501.500000 Penalty: 2943.248047
	Iteration 9Q: 3 clusters Score -2046502 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -2046859.250000 Penalty: 2943.248047
	Iteration 10Q: 3 clusters Score -2046859 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -2047249.250000 Penalty: 2943.248047
	Iteration 11Q: 3 clusters Score -2047249 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -2047707.250000 Penalty: 2943.248047
	Iteration 12Q: 3 clusters Score -2047707 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -2048165.750000 Penalty: 2943.248047
	Iteration 13Q: 3 clusters Score -2048166 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -2048609.000000 Penalty: 2943.248047
	Iteration 14Q: 3 clusters Score -2048609 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -2048996.125000 Penalty: 2943.248047
	Iteration 15Q: 3 clusters Score -2048996 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -2049316.375000 Penalty: 2943.248047
	Iteration 16Q: 3 clusters Score -2049316 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -2049571.000000 Penalty: 2943.248047
	Iteration 17Q: 3 clusters Score -2049571 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -2049750.750000 Penalty: 2943.248047
	Iteration 18Q: 3 clusters Score -2049751 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -2049882.500000 Penalty: 2943.248047
	Iteration 19Q: 3 clusters Score -2049882 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -2049990.000000 Penalty: 2943.248047
	Iteration 20F: 3 clusters Score -2049990 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -2050073.375000 Penalty: 2943.248047
	Iteration 21Q: 3 clusters Score -2050073 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -2050126.250000 Penalty: 2943.248047
	Iteration 22Q: 3 clusters Score -2050126 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -2050173.500000 Penalty: 2943.248047
	Iteration 23Q: 3 clusters Score -2050174 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -2050202.250000 Penalty: 2943.248047
	Iteration 24Q: 3 clusters Score -2050202 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -2050229.500000 Penalty: 2943.248047
	Iteration 25Q: 3 clusters Score -2050230 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -2050264.000000 Penalty: 2943.248047
	Iteration 26Q: 3 clusters Score -2050264 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -2050292.375000 Penalty: 2943.248047
	Iteration 27Q: 3 clusters Score -2050292 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -2050313.500000 Penalty: 2943.248047
	Iteration 28Q: 3 clusters Score -2050314 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -2050339.000000 Penalty: 2943.248047
	Iteration 29Q: 3 clusters Score -2050339 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -2050368.000000 Penalty: 2943.248047
	Iteration 30Q: 3 clusters Score -2050368 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -2050395.625000 Penalty: 2943.248047
	Iteration 31Q: 3 clusters Score -2050396 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -2050415.625000 Penalty: 2943.248047
	Iteration 32Q: 3 clusters Score -2050416 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -2050441.750000 Penalty: 2943.248047
	Iteration 33Q: 3 clusters Score -2050442 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -2050463.125000 Penalty: 2943.248047
	Iteration 34Q: 3 clusters Score -2050463 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -2050501.625000 Penalty: 2943.248047
	Iteration 35Q: 3 clusters Score -2050502 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -2050531.000000 Penalty: 2943.248047
	Iteration 36Q: 3 clusters Score -2050531 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -2050557.000000 Penalty: 2943.248047
	Iteration 37Q: 3 clusters Score -2050557 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -2050586.125000 Penalty: 2943.248047
	Iteration 38Q: 3 clusters Score -2050586 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -2050612.875000 Penalty: 2943.248047
	Iteration 39Q: 3 clusters Score -2050613 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -2050639.750000 Penalty: 2943.248047
	Iteration 40F: 3 clusters Score -2050640 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -2050682.250000 Penalty: 2943.248047
	Iteration 41Q: 3 clusters Score -2050682 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -2050710.375000 Penalty: 2943.248047
	Iteration 42Q: 3 clusters Score -2050710 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -2050735.250000 Penalty: 2943.248047
	Iteration 43Q: 3 clusters Score -2050735 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -2050764.500000 Penalty: 2943.248047
	Iteration 44Q: 3 clusters Score -2050764 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -2050801.375000 Penalty: 2943.248047
	Iteration 45Q: 3 clusters Score -2050801 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -2050840.750000 Penalty: 2943.248047
	Iteration 46Q: 3 clusters Score -2050841 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -2050870.750000 Penalty: 2943.248047
	Iteration 47Q: 3 clusters Score -2050871 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -2050894.625000 Penalty: 2943.248047
	Iteration 48Q: 3 clusters Score -2050895 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -2050916.625000 Penalty: 2943.248047
	Iteration 49Q: 3 clusters Score -2050917 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -2050933.750000 Penalty: 2943.248047
	Iteration 50Q: 3 clusters Score -2050934 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -2050942.625000 Penalty: 2943.248047
	Iteration 51Q: 3 clusters Score -2050943 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -2050959.875000 Penalty: 2943.248047
	Iteration 52Q: 3 clusters Score -2050960 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -2050976.875000 Penalty: 2943.248047
	Iteration 53Q: 3 clusters Score -2050977 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -2050989.625000 Penalty: 2943.248047
	Iteration 54Q: 3 clusters Score -2050990 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -2050999.000000 Penalty: 2943.248047
	Iteration 55Q: 3 clusters Score -2050999 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -2051012.625000 Penalty: 2943.248047
	Iteration 56Q: 3 clusters Score -2051013 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -2051028.375000 Penalty: 2943.248047
	Iteration 57Q: 3 clusters Score -2051028 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -2051043.750000 Penalty: 2943.248047
	Iteration 58Q: 3 clusters Score -2051044 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -2051052.250000 Penalty: 2943.248047
	Iteration 59Q: 3 clusters Score -2051052 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -2051063.625000 Penalty: 2943.248047
	Iteration 60F: 3 clusters Score -2051064 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -2051074.375000 Penalty: 2943.248047
	Iteration 61Q: 3 clusters Score -2051074 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -2051087.625000 Penalty: 2943.248047
	Iteration 62Q: 3 clusters Score -2051088 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -2051092.750000 Penalty: 2943.248047
	Iteration 63Q: 3 clusters Score -2051093 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -2051101.000000 Penalty: 2943.248047
	Iteration 64Q: 3 clusters Score -2051101 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -2051108.750000 Penalty: 2943.248047
	Iteration 65Q: 3 clusters Score -2051109 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -2051119.750000 Penalty: 2943.248047
	Iteration 66Q: 3 clusters Score -2051120 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -2051124.750000 Penalty: 2943.248047
	Iteration 67Q: 3 clusters Score -2051125 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -2051137.625000 Penalty: 2943.248047
	Iteration 68Q: 3 clusters Score -2051138 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -2051142.500000 Penalty: 2943.248047
	Iteration 69Q: 3 clusters Score -2051142 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2051146.000000 Penalty: 2943.248047
	Iteration 70Q: 3 clusters Score -2051146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -2051147.375000 Penalty: 2943.248047
	Iteration 71Q: 3 clusters Score -2051147 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -2051153.125000 Penalty: 2943.248047
	Iteration 72Q: 3 clusters Score -2051153 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -2051157.375000 Penalty: 2943.248047
	Iteration 73Q: 3 clusters Score -2051157 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2051158.250000 Penalty: 2943.248047
	Iteration 74Q: 3 clusters Score -2051158 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -2051160.875000 Penalty: 2943.248047
	Iteration 75Q: 3 clusters Score -2051161 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -2051164.875000 Penalty: 2943.248047
	Iteration 76Q: 3 clusters Score -2051165 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -2051164.750000 Penalty: 2943.248047
	Iteration 77Q: 3 clusters Score -2051165 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2051171.750000 Penalty: 2943.248047
	Iteration 78Q: 3 clusters Score -2051172 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -2051173.750000 Penalty: 2943.248047
	Iteration 79Q: 3 clusters Score -2051174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -2051180.000000 Penalty: 2943.248047
	Iteration 80F: 3 clusters Score -2051180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -2051181.000000 Penalty: 2943.248047
	Iteration 81Q: 3 clusters Score -2051181 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -2051189.125000 Penalty: 2943.248047
	Iteration 82Q: 3 clusters Score -2051189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -2051191.625000 Penalty: 2943.248047
	Iteration 83Q: 3 clusters Score -2051192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -2051192.750000 Penalty: 2943.248047
	Iteration 84Q: 3 clusters Score -2051193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -2051197.000000 Penalty: 2943.248047
	Iteration 85Q: 3 clusters Score -2051197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -2051199.875000 Penalty: 2943.248047
	Iteration 86Q: 3 clusters Score -2051200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -2051198.500000 Penalty: 2943.248047
	Iteration 87Q: 3 clusters Score -2051198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -2051194.750000 Penalty: 2943.248047
	Iteration 88Q: 3 clusters Score -2051195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2051197.000000 Penalty: 2943.248047
	Iteration 89Q: 3 clusters Score -2051197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2051197.000000 Penalty: 2943.248047
	Iteration 90F: 3 clusters Score -2051197 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -31116.294922 Penalty: 876.265015
	Iteration 0F: 2 clusters Score -31116.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -30351.296875 Penalty: 1752.530029
	Iteration 0F: 3 clusters Score -30351.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -30506.779297 Penalty: 1752.530029
	Iteration 1F: 3 clusters Score -30506.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -30537.287109 Penalty: 1752.530029
	Iteration 2Q: 3 clusters Score -30537.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -30543.537109 Penalty: 1752.530029
	Iteration 3Q: 3 clusters Score -30543.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -30545.617188 Penalty: 1752.530029
	Iteration 4Q: 3 clusters Score -30545.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -30546.867188 Penalty: 1752.530029
	Iteration 5Q: 3 clusters Score -30546.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -30546.867188 Penalty: 1752.530029
	Iteration 6F: 3 clusters Score -30546.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (198199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198199 members 
Entering Unmasked Estep 
Score: -19857642.000000 Penalty: 1814.917725
	Iteration 0F: 2 clusters Score -1.985764e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99174 members 
Mstep: Class 2 contains 99025 members 
Entering Unmasked Estep 
Score: -19726024.000000 Penalty: 3629.835449
	Iteration 0F: 3 clusters Score -1.972602e+07 nChanged 95448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99160 members 
Mstep: Class 2 contains 99039 members 
Entering Unmasked Estep 
Score: -19782930.000000 Penalty: 3629.835449
	Iteration 1F: 3 clusters Score -1.978293e+07 nChanged 6855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98923 members 
Mstep: Class 2 contains 99276 members 
Entering Unmasked Estep 
Score: -19784774.000000 Penalty: 3629.835449
	Iteration 2Q: 3 clusters Score -1.978477e+07 nChanged 7534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98557 members 
Mstep: Class 2 contains 99642 members 
Entering Unmasked Estep 
Score: -19787234.000000 Penalty: 3629.835449
	Iteration 3Q: 3 clusters Score -1.978723e+07 nChanged 8527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97998 members 
Mstep: Class 2 contains 100201 members 
Entering Unmasked Estep 
Score: -19790582.000000 Penalty: 3629.835449
	Iteration 4Q: 3 clusters Score -1.979058e+07 nChanged 9569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97323 members 
Mstep: Class 2 contains 100876 members 
Entering Unmasked Estep 
Score: -19794824.000000 Penalty: 3629.835449
	Iteration 5Q: 3 clusters Score -1.979482e+07 nChanged 10383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96484 members 
Mstep: Class 2 contains 101715 members 
Entering Unmasked Estep 
Score: -19799608.000000 Penalty: 3629.835449
	Iteration 6F: 3 clusters Score -1.979961e+07 nChanged 10883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95521 members 
Mstep: Class 2 contains 102678 members 
Entering Unmasked Estep 
Score: -19805102.000000 Penalty: 3629.835449
	Iteration 7F: 3 clusters Score -1.98051e+07 nChanged 10623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94930 members 
Mstep: Class 2 contains 103269 members 
Entering Unmasked Estep 
Score: -19810596.000000 Penalty: 3629.835449
	Iteration 8F: 3 clusters Score -1.98106e+07 nChanged 9941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94497 members 
Mstep: Class 2 contains 103702 members 
Entering Unmasked Estep 
Score: -19815636.000000 Penalty: 3629.835449
	Iteration 9F: 3 clusters Score -1.981564e+07 nChanged 8954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93989 members 
Mstep: Class 2 contains 104210 members 
Entering Unmasked Estep 
Score: -19820142.000000 Penalty: 3629.835449
	Iteration 10Q: 3 clusters Score -1.982014e+07 nChanged 7713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93398 members 
Mstep: Class 2 contains 104801 members 
Entering Unmasked Estep 
Score: -19823562.000000 Penalty: 3629.835449
	Iteration 11Q: 3 clusters Score -1.982356e+07 nChanged 6019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92587 members 
Mstep: Class 2 contains 105612 members 
Entering Unmasked Estep 
Score: -19825626.000000 Penalty: 3629.835449
	Iteration 12Q: 3 clusters Score -1.982563e+07 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91620 members 
Mstep: Class 2 contains 106579 members 
Entering Unmasked Estep 
Score: -19826682.000000 Penalty: 3629.835449
	Iteration 13Q: 3 clusters Score -1.982668e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90478 members 
Mstep: Class 2 contains 107721 members 
Entering Unmasked Estep 
Score: -19827226.000000 Penalty: 3629.835449
	Iteration 14Q: 3 clusters Score -1.982723e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89204 members 
Mstep: Class 2 contains 108995 members 
Entering Unmasked Estep 
Score: -19827458.000000 Penalty: 3629.835449
	Iteration 15Q: 3 clusters Score -1.982746e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87868 members 
Mstep: Class 2 contains 110331 members 
Entering Unmasked Estep 
Score: -19827694.000000 Penalty: 3629.835449
	Iteration 16Q: 3 clusters Score -1.982769e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86480 members 
Mstep: Class 2 contains 111719 members 
Entering Unmasked Estep 
Score: -19827908.000000 Penalty: 3629.835449
	Iteration 17Q: 3 clusters Score -1.982791e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84977 members 
Mstep: Class 2 contains 113222 members 
Entering Unmasked Estep 
Score: -19828138.000000 Penalty: 3629.835449
	Iteration 18Q: 3 clusters Score -1.982814e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83316 members 
Mstep: Class 2 contains 114883 members 
Entering Unmasked Estep 
Score: -19828396.000000 Penalty: 3629.835449
	Iteration 19Q: 3 clusters Score -1.98284e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81552 members 
Mstep: Class 2 contains 116647 members 
Entering Unmasked Estep 
Score: -19828696.000000 Penalty: 3629.835449
	Iteration 20F: 3 clusters Score -1.98287e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79654 members 
Mstep: Class 2 contains 118545 members 
Entering Unmasked Estep 
Score: -19828904.000000 Penalty: 3629.835449
	Iteration 21Q: 3 clusters Score -1.98289e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77584 members 
Mstep: Class 2 contains 120615 members 
Entering Unmasked Estep 
Score: -19829194.000000 Penalty: 3629.835449
	Iteration 22Q: 3 clusters Score -1.982919e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75417 members 
Mstep: Class 2 contains 122782 members 
Entering Unmasked Estep 
Score: -19829652.000000 Penalty: 3629.835449
	Iteration 23Q: 3 clusters Score -1.982965e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73116 members 
Mstep: Class 2 contains 125083 members 
Entering Unmasked Estep 
Score: -19830090.000000 Penalty: 3629.835449
	Iteration 24Q: 3 clusters Score -1.983009e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70642 members 
Mstep: Class 2 contains 127557 members 
Entering Unmasked Estep 
Score: -19830518.000000 Penalty: 3629.835449
	Iteration 25Q: 3 clusters Score -1.983052e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68015 members 
Mstep: Class 2 contains 130184 members 
Entering Unmasked Estep 
Score: -19831128.000000 Penalty: 3629.835449
	Iteration 26Q: 3 clusters Score -1.983113e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65182 members 
Mstep: Class 2 contains 133017 members 
Entering Unmasked Estep 
Score: -19831832.000000 Penalty: 3629.835449
	Iteration 27Q: 3 clusters Score -1.983183e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62123 members 
Mstep: Class 2 contains 136076 members 
Entering Unmasked Estep 
Score: -19832736.000000 Penalty: 3629.835449
	Iteration 28Q: 3 clusters Score -1.983274e+07 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58907 members 
Mstep: Class 2 contains 139292 members 
Entering Unmasked Estep 
Score: -19833772.000000 Penalty: 3629.835449
	Iteration 29Q: 3 clusters Score -1.983377e+07 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55593 members 
Mstep: Class 2 contains 142606 members 
Entering Unmasked Estep 
Score: -19834856.000000 Penalty: 3629.835449
	Iteration 30Q: 3 clusters Score -1.983486e+07 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52148 members 
Mstep: Class 2 contains 146051 members 
Entering Unmasked Estep 
Score: -19835828.000000 Penalty: 3629.835449
	Iteration 31Q: 3 clusters Score -1.983583e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48717 members 
Mstep: Class 2 contains 149482 members 
Entering Unmasked Estep 
Score: -19837006.000000 Penalty: 3629.835449
	Iteration 32Q: 3 clusters Score -1.983701e+07 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45142 members 
Mstep: Class 2 contains 153057 members 
Entering Unmasked Estep 
Score: -19838162.000000 Penalty: 3629.835449
	Iteration 33Q: 3 clusters Score -1.983816e+07 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41622 members 
Mstep: Class 2 contains 156577 members 
Entering Unmasked Estep 
Score: -19839398.000000 Penalty: 3629.835449
	Iteration 34Q: 3 clusters Score -1.98394e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38254 members 
Mstep: Class 2 contains 159945 members 
Entering Unmasked Estep 
Score: -19840690.000000 Penalty: 3629.835449
	Iteration 35Q: 3 clusters Score -1.984069e+07 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34946 members 
Mstep: Class 2 contains 163253 members 
Entering Unmasked Estep 
Score: -19841914.000000 Penalty: 3629.835449
	Iteration 36Q: 3 clusters Score -1.984191e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31652 members 
Mstep: Class 2 contains 166547 members 
Entering Unmasked Estep 
Score: -19843168.000000 Penalty: 3629.835449
	Iteration 37Q: 3 clusters Score -1.984317e+07 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28415 members 
Mstep: Class 2 contains 169784 members 
Entering Unmasked Estep 
Score: -19844500.000000 Penalty: 3629.835449
	Iteration 38Q: 3 clusters Score -1.98445e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 172821 members 
Entering Unmasked Estep 
Score: -19845806.000000 Penalty: 3629.835449
	Iteration 39Q: 3 clusters Score -1.984581e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 175737 members 
Entering Unmasked Estep 
Score: -19847058.000000 Penalty: 3629.835449
	Iteration 40F: 3 clusters Score -1.984706e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 178536 members 
Entering Unmasked Estep 
Score: -19848354.000000 Penalty: 3629.835449
	Iteration 41Q: 3 clusters Score -1.984835e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 181075 members 
Entering Unmasked Estep 
Score: -19849372.000000 Penalty: 3629.835449
	Iteration 42Q: 3 clusters Score -1.984937e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 183344 members 
Entering Unmasked Estep 
Score: -19850452.000000 Penalty: 3629.835449
	Iteration 43Q: 3 clusters Score -1.985045e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 185349 members 
Entering Unmasked Estep 
Score: -19851450.000000 Penalty: 3629.835449
	Iteration 44Q: 3 clusters Score -1.985145e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 187154 members 
Entering Unmasked Estep 
Score: -19852292.000000 Penalty: 3629.835449
	Iteration 45Q: 3 clusters Score -1.985229e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 188715 members 
Entering Unmasked Estep 
Score: -19852824.000000 Penalty: 3629.835449
	Iteration 46Q: 3 clusters Score -1.985282e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 190049 members 
Entering Unmasked Estep 
Score: -19853430.000000 Penalty: 3629.835449
	Iteration 47Q: 3 clusters Score -1.985343e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 191206 members 
Entering Unmasked Estep 
Score: -19854054.000000 Penalty: 3629.835449
	Iteration 48Q: 3 clusters Score -1.985405e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 192174 members 
Entering Unmasked Estep 
Score: -19854546.000000 Penalty: 3629.835449
	Iteration 49Q: 3 clusters Score -1.985455e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 192994 members 
Entering Unmasked Estep 
Score: -19854940.000000 Penalty: 3629.835449
	Iteration 50Q: 3 clusters Score -1.985494e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 193703 members 
Entering Unmasked Estep 
Score: -19855302.000000 Penalty: 3629.835449
	Iteration 51Q: 3 clusters Score -1.98553e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 194274 members 
Entering Unmasked Estep 
Score: -19855616.000000 Penalty: 3629.835449
	Iteration 52Q: 3 clusters Score -1.985562e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 194738 members 
Entering Unmasked Estep 
Score: -19855758.000000 Penalty: 3629.835449
	Iteration 53Q: 3 clusters Score -1.985576e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 195118 members 
Entering Unmasked Estep 
Score: -19855958.000000 Penalty: 3629.835449
	Iteration 54Q: 3 clusters Score -1.985596e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 195415 members 
Entering Unmasked Estep 
Score: -19856046.000000 Penalty: 3629.835449
	Iteration 55Q: 3 clusters Score -1.985605e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 195673 members 
Entering Unmasked Estep 
Score: -19856098.000000 Penalty: 3629.835449
	Iteration 56Q: 3 clusters Score -1.98561e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 195853 members 
Entering Unmasked Estep 
Score: -19856170.000000 Penalty: 3629.835449
	Iteration 57Q: 3 clusters Score -1.985617e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 196006 members 
Entering Unmasked Estep 
Score: -19856190.000000 Penalty: 3629.835449
	Iteration 58Q: 3 clusters Score -1.985619e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 196147 members 
Entering Unmasked Estep 
Score: -19856228.000000 Penalty: 3629.835449
	Iteration 59Q: 3 clusters Score -1.985623e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 196264 members 
Entering Unmasked Estep 
Score: -19856264.000000 Penalty: 3629.835449
	Iteration 60F: 3 clusters Score -1.985626e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 196352 members 
Entering Unmasked Estep 
Score: -19856320.000000 Penalty: 3629.835449
	Iteration 61Q: 3 clusters Score -1.985632e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 196425 members 
Entering Unmasked Estep 
Score: -19856358.000000 Penalty: 3629.835449
	Iteration 62Q: 3 clusters Score -1.985636e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 196482 members 
Entering Unmasked Estep 
Score: -19856372.000000 Penalty: 3629.835449
	Iteration 63Q: 3 clusters Score -1.985637e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 196526 members 
Entering Unmasked Estep 
Score: -19856394.000000 Penalty: 3629.835449
	Iteration 64Q: 3 clusters Score -1.985639e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 196573 members 
Entering Unmasked Estep 
Score: -19856408.000000 Penalty: 3629.835449
	Iteration 65Q: 3 clusters Score -1.985641e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 196625 members 
Entering Unmasked Estep 
Score: -19856408.000000 Penalty: 3629.835449
	Iteration 66Q: 3 clusters Score -1.985641e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 196673 members 
Entering Unmasked Estep 
Score: -19856438.000000 Penalty: 3629.835449
	Iteration 67Q: 3 clusters Score -1.985644e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 196709 members 
Entering Unmasked Estep 
Score: -19856440.000000 Penalty: 3629.835449
	Iteration 68Q: 3 clusters Score -1.985644e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 196734 members 
Entering Unmasked Estep 
Score: -19856464.000000 Penalty: 3629.835449
	Iteration 69Q: 3 clusters Score -1.985646e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 196754 members 
Entering Unmasked Estep 
Score: -19856478.000000 Penalty: 3629.835449
	Iteration 70Q: 3 clusters Score -1.985648e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 196774 members 
Entering Unmasked Estep 
Score: -19856486.000000 Penalty: 3629.835449
	Iteration 71Q: 3 clusters Score -1.985649e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 196791 members 
Entering Unmasked Estep 
Score: -19856482.000000 Penalty: 3629.835449
	Iteration 72Q: 3 clusters Score -1.985648e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 196810 members 
Entering Unmasked Estep 
Score: -19856494.000000 Penalty: 3629.835449
	Iteration 73Q: 3 clusters Score -1.985649e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 196818 members 
Entering Unmasked Estep 
Score: -19856512.000000 Penalty: 3629.835449
	Iteration 74Q: 3 clusters Score -1.985651e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 196825 members 
Entering Unmasked Estep 
Score: -19856516.000000 Penalty: 3629.835449
	Iteration 75Q: 3 clusters Score -1.985652e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 196837 members 
Entering Unmasked Estep 
Score: -19856538.000000 Penalty: 3629.835449
	Iteration 76Q: 3 clusters Score -1.985654e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 196843 members 
Entering Unmasked Estep 
Score: -19856524.000000 Penalty: 3629.835449
	Iteration 77Q: 3 clusters Score -1.985652e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 196851 members 
Entering Unmasked Estep 
Score: -19856518.000000 Penalty: 3629.835449
	Iteration 78Q: 3 clusters Score -1.985652e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 196856 members 
Entering Unmasked Estep 
Score: -19856508.000000 Penalty: 3629.835449
	Iteration 79Q: 3 clusters Score -1.985651e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 196860 members 
Entering Unmasked Estep 
Score: -19856508.000000 Penalty: 3629.835449
	Iteration 80F: 3 clusters Score -1.985651e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 196863 members 
Entering Unmasked Estep 
Score: -19856518.000000 Penalty: 3629.835449
	Iteration 81Q: 3 clusters Score -1.985652e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 196872 members 
Entering Unmasked Estep 
Score: -19856516.000000 Penalty: 3629.835449
	Iteration 82Q: 3 clusters Score -1.985652e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 196880 members 
Entering Unmasked Estep 
Score: -19856542.000000 Penalty: 3629.835449
	Iteration 83Q: 3 clusters Score -1.985654e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 196887 members 
Entering Unmasked Estep 
Score: -19856546.000000 Penalty: 3629.835449
	Iteration 84Q: 3 clusters Score -1.985655e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 196895 members 
Entering Unmasked Estep 
Score: -19856546.000000 Penalty: 3629.835449
	Iteration 85Q: 3 clusters Score -1.985655e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 196900 members 
Entering Unmasked Estep 
Score: -19856524.000000 Penalty: 3629.835449
	Iteration 86Q: 3 clusters Score -1.985652e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 196902 members 
Entering Unmasked Estep 
Score: -19856518.000000 Penalty: 3629.835449
	Iteration 87Q: 3 clusters Score -1.985652e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 196904 members 
Entering Unmasked Estep 
Score: -19856524.000000 Penalty: 3629.835449
	Iteration 88Q: 3 clusters Score -1.985652e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 196904 members 
Entering Unmasked Estep 
Score: -19856524.000000 Penalty: 3629.835449
	Iteration 89F: 3 clusters Score -1.985652e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Entering Unmasked Estep 
Score: -1233548.125000 Penalty: 1399.586792
	Iteration 0F: 2 clusters Score -1233548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1225423.875000 Penalty: 2799.173584
	Iteration 0F: 3 clusters Score -1225424 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1228143.875000 Penalty: 2799.173584
	Iteration 1F: 3 clusters Score -1228144 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1228485.250000 Penalty: 2799.173584
	Iteration 2F: 3 clusters Score -1228485 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1228758.625000 Penalty: 2799.173584
	Iteration 3F: 3 clusters Score -1228759 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1229036.250000 Penalty: 2799.173584
	Iteration 4Q: 3 clusters Score -1229036 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1229339.500000 Penalty: 2799.173584
	Iteration 5Q: 3 clusters Score -1229340 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1229645.750000 Penalty: 2799.173584
	Iteration 6Q: 3 clusters Score -1229646 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1229987.625000 Penalty: 2799.173584
	Iteration 7Q: 3 clusters Score -1229988 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1230365.375000 Penalty: 2799.173584
	Iteration 8F: 3 clusters Score -1230365 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1230717.750000 Penalty: 2799.173584
	Iteration 9Q: 3 clusters Score -1230718 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1230981.250000 Penalty: 2799.173584
	Iteration 10Q: 3 clusters Score -1230981 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1231202.625000 Penalty: 2799.173584
	Iteration 11Q: 3 clusters Score -1231203 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1231421.125000 Penalty: 2799.173584
	Iteration 12Q: 3 clusters Score -1231421 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1231661.875000 Penalty: 2799.173584
	Iteration 13Q: 3 clusters Score -1231662 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1231853.625000 Penalty: 2799.173584
	Iteration 14Q: 3 clusters Score -1231854 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1232004.875000 Penalty: 2799.173584
	Iteration 15Q: 3 clusters Score -1232005 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1232121.750000 Penalty: 2799.173584
	Iteration 16Q: 3 clusters Score -1232122 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1232189.875000 Penalty: 2799.173584
	Iteration 17Q: 3 clusters Score -1232190 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1232249.250000 Penalty: 2799.173584
	Iteration 18Q: 3 clusters Score -1232249 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1232282.500000 Penalty: 2799.173584
	Iteration 19Q: 3 clusters Score -1232282 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1232310.750000 Penalty: 2799.173584
	Iteration 20F: 3 clusters Score -1232311 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1232339.250000 Penalty: 2799.173584
	Iteration 21Q: 3 clusters Score -1232339 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1232362.000000 Penalty: 2799.173584
	Iteration 22Q: 3 clusters Score -1232362 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -1232380.250000 Penalty: 2799.173584
	Iteration 23Q: 3 clusters Score -1232380 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1232393.375000 Penalty: 2799.173584
	Iteration 24Q: 3 clusters Score -1232393 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1232398.375000 Penalty: 2799.173584
	Iteration 25Q: 3 clusters Score -1232398 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1232409.250000 Penalty: 2799.173584
	Iteration 26Q: 3 clusters Score -1232409 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1232416.625000 Penalty: 2799.173584
	Iteration 27Q: 3 clusters Score -1232417 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1232422.250000 Penalty: 2799.173584
	Iteration 28Q: 3 clusters Score -1232422 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1232427.250000 Penalty: 2799.173584
	Iteration 29Q: 3 clusters Score -1232427 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1232433.750000 Penalty: 2799.173584
	Iteration 30Q: 3 clusters Score -1232434 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1232447.375000 Penalty: 2799.173584
	Iteration 31Q: 3 clusters Score -1232447 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1232453.875000 Penalty: 2799.173584
	Iteration 32Q: 3 clusters Score -1232454 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1232457.250000 Penalty: 2799.173584
	Iteration 33Q: 3 clusters Score -1232457 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1232463.000000 Penalty: 2799.173584
	Iteration 34Q: 3 clusters Score -1232463 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1232467.125000 Penalty: 2799.173584
	Iteration 35Q: 3 clusters Score -1232467 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1232471.250000 Penalty: 2799.173584
	Iteration 36Q: 3 clusters Score -1232471 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1232476.125000 Penalty: 2799.173584
	Iteration 37Q: 3 clusters Score -1232476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1232477.625000 Penalty: 2799.173584
	Iteration 38Q: 3 clusters Score -1232478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1232480.750000 Penalty: 2799.173584
	Iteration 39Q: 3 clusters Score -1232481 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1232483.250000 Penalty: 2799.173584
	Iteration 40F: 3 clusters Score -1232483 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1232490.875000 Penalty: 2799.173584
	Iteration 41Q: 3 clusters Score -1232491 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1232498.375000 Penalty: 2799.173584
	Iteration 42Q: 3 clusters Score -1232498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1232501.375000 Penalty: 2799.173584
	Iteration 43Q: 3 clusters Score -1232501 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1232501.375000 Penalty: 2799.173584
	Iteration 44Q: 3 clusters Score -1232501 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1232506.875000 Penalty: 2799.173584
	Iteration 45Q: 3 clusters Score -1232507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1232510.625000 Penalty: 2799.173584
	Iteration 46Q: 3 clusters Score -1232511 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1232515.375000 Penalty: 2799.173584
	Iteration 47Q: 3 clusters Score -1232515 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1232513.875000 Penalty: 2799.173584
	Iteration 48Q: 3 clusters Score -1232514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1232522.250000 Penalty: 2799.173584
	Iteration 49Q: 3 clusters Score -1232522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1232523.625000 Penalty: 2799.173584
	Iteration 50Q: 3 clusters Score -1232524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1232528.875000 Penalty: 2799.173584
	Iteration 51Q: 3 clusters Score -1232529 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1232532.000000 Penalty: 2799.173584
	Iteration 52Q: 3 clusters Score -1232532 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1232536.000000 Penalty: 2799.173584
	Iteration 53Q: 3 clusters Score -1232536 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1232538.125000 Penalty: 2799.173584
	Iteration 54Q: 3 clusters Score -1232538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1232544.250000 Penalty: 2799.173584
	Iteration 55Q: 3 clusters Score -1232544 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1232545.750000 Penalty: 2799.173584
	Iteration 56Q: 3 clusters Score -1232546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1232551.125000 Penalty: 2799.173584
	Iteration 57Q: 3 clusters Score -1232551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1232549.750000 Penalty: 2799.173584
	Iteration 58Q: 3 clusters Score -1232550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1232550.875000 Penalty: 2799.173584
	Iteration 59Q: 3 clusters Score -1232551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1232554.375000 Penalty: 2799.173584
	Iteration 60F: 3 clusters Score -1232554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1232556.250000 Penalty: 2799.173584
	Iteration 61Q: 3 clusters Score -1232556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1232560.000000 Penalty: 2799.173584
	Iteration 62Q: 3 clusters Score -1232560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1232562.000000 Penalty: 2799.173584
	Iteration 63Q: 3 clusters Score -1232562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1232562.125000 Penalty: 2799.173584
	Iteration 64Q: 3 clusters Score -1232562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1232563.250000 Penalty: 2799.173584
	Iteration 65Q: 3 clusters Score -1232563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1232563.625000 Penalty: 2799.173584
	Iteration 66Q: 3 clusters Score -1232564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1232565.500000 Penalty: 2799.173584
	Iteration 67Q: 3 clusters Score -1232566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1232564.750000 Penalty: 2799.173584
	Iteration 68Q: 3 clusters Score -1232565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1232564.250000 Penalty: 2799.173584
	Iteration 69Q: 3 clusters Score -1232564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1232566.875000 Penalty: 2799.173584
	Iteration 70Q: 3 clusters Score -1232567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1232567.750000 Penalty: 2799.173584
	Iteration 71Q: 3 clusters Score -1232568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1232569.250000 Penalty: 2799.173584
	Iteration 72Q: 3 clusters Score -1232569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1232568.750000 Penalty: 2799.173584
	Iteration 73Q: 3 clusters Score -1232569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1232568.750000 Penalty: 2799.173584
	Iteration 74F: 3 clusters Score -1232569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Entering Unmasked Estep 
Score: -163996.046875 Penalty: 1113.087769
	Iteration 0F: 2 clusters Score -163996 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 883 members 
Entering Unmasked Estep 
Score: -162258.796875 Penalty: 2226.175537
	Iteration 0F: 3 clusters Score -162258.8 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -162658.671875 Penalty: 2226.175537
	Iteration 1F: 3 clusters Score -162658.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -162767.734375 Penalty: 2226.175537
	Iteration 2F: 3 clusters Score -162767.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -162858.671875 Penalty: 2226.175537
	Iteration 3Q: 3 clusters Score -162858.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -162935.671875 Penalty: 2226.175537
	Iteration 4Q: 3 clusters Score -162935.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -162985.062500 Penalty: 2226.175537
	Iteration 5Q: 3 clusters Score -162985.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -163035.609375 Penalty: 2226.175537
	Iteration 6Q: 3 clusters Score -163035.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -163096.281250 Penalty: 2226.175537
	Iteration 7Q: 3 clusters Score -163096.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -163198.156250 Penalty: 2226.175537
	Iteration 8Q: 3 clusters Score -163198.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -163312.484375 Penalty: 2226.175537
	Iteration 9Q: 3 clusters Score -163312.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -163404.015625 Penalty: 2226.175537
	Iteration 10Q: 3 clusters Score -163404 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -163478.312500 Penalty: 2226.175537
	Iteration 11Q: 3 clusters Score -163478.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -163549.750000 Penalty: 2226.175537
	Iteration 12Q: 3 clusters Score -163549.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -163618.109375 Penalty: 2226.175537
	Iteration 13Q: 3 clusters Score -163618.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -163658.906250 Penalty: 2226.175537
	Iteration 14Q: 3 clusters Score -163658.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -163703.406250 Penalty: 2226.175537
	Iteration 15Q: 3 clusters Score -163703.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -163731.546875 Penalty: 2226.175537
	Iteration 16Q: 3 clusters Score -163731.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -163756.031250 Penalty: 2226.175537
	Iteration 17Q: 3 clusters Score -163756 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -163785.671875 Penalty: 2226.175537
	Iteration 18Q: 3 clusters Score -163785.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -163807.343750 Penalty: 2226.175537
	Iteration 19Q: 3 clusters Score -163807.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -163818.703125 Penalty: 2226.175537
	Iteration 20F: 3 clusters Score -163818.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -163822.953125 Penalty: 2226.175537
	Iteration 21Q: 3 clusters Score -163823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -163829.031250 Penalty: 2226.175537
	Iteration 22Q: 3 clusters Score -163829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -163832.906250 Penalty: 2226.175537
	Iteration 23Q: 3 clusters Score -163832.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -163836.062500 Penalty: 2226.175537
	Iteration 24Q: 3 clusters Score -163836.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -163838.828125 Penalty: 2226.175537
	Iteration 25Q: 3 clusters Score -163838.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -163839.812500 Penalty: 2226.175537
	Iteration 26Q: 3 clusters Score -163839.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -163839.812500 Penalty: 2226.175537
	Iteration 27F: 3 clusters Score -163839.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Entering Unmasked Estep 
Score: -601903.250000 Penalty: 1300.061279
	Iteration 0F: 2 clusters Score -601903.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -597485.125000 Penalty: 2600.122559
	Iteration 0F: 3 clusters Score -597485.1 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -598909.812500 Penalty: 2600.122559
	Iteration 1F: 3 clusters Score -598909.8 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -599192.312500 Penalty: 2600.122559
	Iteration 2F: 3 clusters Score -599192.3 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -599375.812500 Penalty: 2600.122559
	Iteration 3F: 3 clusters Score -599375.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -599525.937500 Penalty: 2600.122559
	Iteration 4Q: 3 clusters Score -599525.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -599673.125000 Penalty: 2600.122559
	Iteration 5Q: 3 clusters Score -599673.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -599801.687500 Penalty: 2600.122559
	Iteration 6Q: 3 clusters Score -599801.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -599909.187500 Penalty: 2600.122559
	Iteration 7Q: 3 clusters Score -599909.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -600025.937500 Penalty: 2600.122559
	Iteration 8Q: 3 clusters Score -600025.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -600137.812500 Penalty: 2600.122559
	Iteration 9Q: 3 clusters Score -600137.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -600237.375000 Penalty: 2600.122559
	Iteration 10Q: 3 clusters Score -600237.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -600349.187500 Penalty: 2600.122559
	Iteration 11Q: 3 clusters Score -600349.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -600454.062500 Penalty: 2600.122559
	Iteration 12Q: 3 clusters Score -600454.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -600549.625000 Penalty: 2600.122559
	Iteration 13Q: 3 clusters Score -600549.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -600621.312500 Penalty: 2600.122559
	Iteration 14Q: 3 clusters Score -600621.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -600686.562500 Penalty: 2600.122559
	Iteration 15Q: 3 clusters Score -600686.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -600739.375000 Penalty: 2600.122559
	Iteration 16Q: 3 clusters Score -600739.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -600788.312500 Penalty: 2600.122559
	Iteration 17Q: 3 clusters Score -600788.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -600836.625000 Penalty: 2600.122559
	Iteration 18Q: 3 clusters Score -600836.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -600868.375000 Penalty: 2600.122559
	Iteration 19Q: 3 clusters Score -600868.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -600904.625000 Penalty: 2600.122559
	Iteration 20F: 3 clusters Score -600904.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -600943.687500 Penalty: 2600.122559
	Iteration 21Q: 3 clusters Score -600943.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -600979.000000 Penalty: 2600.122559
	Iteration 22Q: 3 clusters Score -600979 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -601011.500000 Penalty: 2600.122559
	Iteration 23Q: 3 clusters Score -601011.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -601028.500000 Penalty: 2600.122559
	Iteration 24Q: 3 clusters Score -601028.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -601042.937500 Penalty: 2600.122559
	Iteration 25Q: 3 clusters Score -601042.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -601056.187500 Penalty: 2600.122559
	Iteration 26Q: 3 clusters Score -601056.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -601069.625000 Penalty: 2600.122559
	Iteration 27Q: 3 clusters Score -601069.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -601079.562500 Penalty: 2600.122559
	Iteration 28Q: 3 clusters Score -601079.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -601090.562500 Penalty: 2600.122559
	Iteration 29Q: 3 clusters Score -601090.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -601098.625000 Penalty: 2600.122559
	Iteration 30Q: 3 clusters Score -601098.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -601109.875000 Penalty: 2600.122559
	Iteration 31Q: 3 clusters Score -601109.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -601115.500000 Penalty: 2600.122559
	Iteration 32Q: 3 clusters Score -601115.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -601120.687500 Penalty: 2600.122559
	Iteration 33Q: 3 clusters Score -601120.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -601125.187500 Penalty: 2600.122559
	Iteration 34Q: 3 clusters Score -601125.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -601128.000000 Penalty: 2600.122559
	Iteration 35Q: 3 clusters Score -601128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -601129.687500 Penalty: 2600.122559
	Iteration 36Q: 3 clusters Score -601129.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -601131.187500 Penalty: 2600.122559
	Iteration 37Q: 3 clusters Score -601131.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -601131.687500 Penalty: 2600.122559
	Iteration 38Q: 3 clusters Score -601131.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -601131.500000 Penalty: 2600.122559
	Iteration 39Q: 3 clusters Score -601131.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -601131.625000 Penalty: 2600.122559
	Iteration 40F: 3 clusters Score -601131.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -194096.000000 Penalty: 1144.110352
	Iteration 0F: 2 clusters Score -194096 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: -192104.968750 Penalty: 2288.220703
	Iteration 0F: 3 clusters Score -192105 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -192651.656250 Penalty: 2288.220703
	Iteration 1F: 3 clusters Score -192651.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -192812.187500 Penalty: 2288.220703
	Iteration 2F: 3 clusters Score -192812.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -192888.421875 Penalty: 2288.220703
	Iteration 3Q: 3 clusters Score -192888.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -192930.390625 Penalty: 2288.220703
	Iteration 4Q: 3 clusters Score -192930.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -192977.703125 Penalty: 2288.220703
	Iteration 5Q: 3 clusters Score -192977.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -193022.265625 Penalty: 2288.220703
	Iteration 6Q: 3 clusters Score -193022.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -193061.062500 Penalty: 2288.220703
	Iteration 7Q: 3 clusters Score -193061.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -193094.296875 Penalty: 2288.220703
	Iteration 8Q: 3 clusters Score -193094.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -193137.250000 Penalty: 2288.220703
	Iteration 9Q: 3 clusters Score -193137.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -193166.625000 Penalty: 2288.220703
	Iteration 10Q: 3 clusters Score -193166.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -193190.468750 Penalty: 2288.220703
	Iteration 11Q: 3 clusters Score -193190.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -193218.062500 Penalty: 2288.220703
	Iteration 12Q: 3 clusters Score -193218.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -193242.765625 Penalty: 2288.220703
	Iteration 13Q: 3 clusters Score -193242.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -193256.921875 Penalty: 2288.220703
	Iteration 14Q: 3 clusters Score -193256.9 nChanged 10
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: -193264.375000 Penalty: 2288.220703
	Iteration 15Q: 3 clusters Score -193264.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -193271.562500 Penalty: 2288.220703
	Iteration 16Q: 3 clusters Score -193271.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -193278.328125 Penalty: 2288.220703
	Iteration 17Q: 3 clusters Score -193278.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -193288.390625 Penalty: 2288.220703
	Iteration 18Q: 3 clusters Score -193288.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -193295.296875 Penalty: 2288.220703
	Iteration 19Q: 3 clusters Score -193295.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -193300.875000 Penalty: 2288.220703
	Iteration 20F: 3 clusters Score -193300.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -193306.953125 Penalty: 2288.220703
	Iteration 21Q: 3 clusters Score -193307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -193311.421875 Penalty: 2288.220703
	Iteration 22Q: 3 clusters Score -193311.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -193313.000000 Penalty: 2288.220703
	Iteration 23Q: 3 clusters Score -193313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -193313.312500 Penalty: 2288.220703
	Iteration 24Q: 3 clusters Score -193313.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -193313.421875 Penalty: 2288.220703
	Iteration 25Q: 3 clusters Score -193313.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -193314.140625 Penalty: 2288.220703
	Iteration 26Q: 3 clusters Score -193314.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -193314.140625 Penalty: 2288.220703
	Iteration 27F: 3 clusters Score -193314.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (36509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36509 members 
Entering Unmasked Estep 
Score: -3791842.000000 Penalty: 1563.190796
	Iteration 0F: 2 clusters Score -3791842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -3768110.500000 Penalty: 3126.381592
	Iteration 0F: 3 clusters Score -3768110 nChanged 16704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -3777277.000000 Penalty: 3126.381592
	Iteration 1F: 3 clusters Score -3777277 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -3778013.000000 Penalty: 3126.381592
	Iteration 2F: 3 clusters Score -3778013 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -3778883.250000 Penalty: 3126.381592
	Iteration 3F: 3 clusters Score -3778883 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -3780007.000000 Penalty: 3126.381592
	Iteration 4F: 3 clusters Score -3780007 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -3781426.500000 Penalty: 3126.381592
	Iteration 5F: 3 clusters Score -3781426 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26607 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -3783105.250000 Penalty: 3126.381592
	Iteration 6F: 3 clusters Score -3783105 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28822 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -3784830.750000 Penalty: 3126.381592
	Iteration 7F: 3 clusters Score -3784831 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -3786449.250000 Penalty: 3126.381592
	Iteration 8F: 3 clusters Score -3786449 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32596 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -3787797.750000 Penalty: 3126.381592
	Iteration 9Q: 3 clusters Score -3787798 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33850 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -3788788.250000 Penalty: 3126.381592
	Iteration 10Q: 3 clusters Score -3788788 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34710 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -3789462.500000 Penalty: 3126.381592
	Iteration 11Q: 3 clusters Score -3789462 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35298 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -3789908.750000 Penalty: 3126.381592
	Iteration 12Q: 3 clusters Score -3789909 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35636 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -3790210.500000 Penalty: 3126.381592
	Iteration 13Q: 3 clusters Score -3790210 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35835 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3790364.250000 Penalty: 3126.381592
	Iteration 14Q: 3 clusters Score -3790364 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35943 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -3790455.750000 Penalty: 3126.381592
	Iteration 15Q: 3 clusters Score -3790456 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36003 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -3790515.000000 Penalty: 3126.381592
	Iteration 16Q: 3 clusters Score -3790515 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36046 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -3790560.250000 Penalty: 3126.381592
	Iteration 17Q: 3 clusters Score -3790560 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36082 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3790599.250000 Penalty: 3126.381592
	Iteration 18Q: 3 clusters Score -3790599 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3790625.750000 Penalty: 3126.381592
	Iteration 19Q: 3 clusters Score -3790626 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36108 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3790643.500000 Penalty: 3126.381592
	Iteration 20F: 3 clusters Score -3790644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36117 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3790657.000000 Penalty: 3126.381592
	Iteration 21Q: 3 clusters Score -3790657 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36129 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3790664.500000 Penalty: 3126.381592
	Iteration 22Q: 3 clusters Score -3790664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36132 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3790676.000000 Penalty: 3126.381592
	Iteration 23Q: 3 clusters Score -3790676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36135 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3790683.000000 Penalty: 3126.381592
	Iteration 24Q: 3 clusters Score -3790683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36137 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -3790687.750000 Penalty: 3126.381592
	Iteration 25Q: 3 clusters Score -3790688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36135 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3790689.250000 Penalty: 3126.381592
	Iteration 26Q: 3 clusters Score -3790689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36135 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3790690.750000 Penalty: 3126.381592
	Iteration 27Q: 3 clusters Score -3790691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36136 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3790689.250000 Penalty: 3126.381592
	Iteration 28Q: 3 clusters Score -3790689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36137 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -3790688.750000 Penalty: 3126.381592
	Iteration 29Q: 3 clusters Score -3790689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36138 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -3790685.750000 Penalty: 3126.381592
	Iteration 30Q: 3 clusters Score -3790686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36139 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -3790686.500000 Penalty: 3126.381592
	Iteration 31Q: 3 clusters Score -3790686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36140 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -3790684.250000 Penalty: 3126.381592
	Iteration 32Q: 3 clusters Score -3790684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36140 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -3790684.250000 Penalty: 3126.381592
	Iteration 33F: 3 clusters Score -3790684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Entering Unmasked Estep 
Score: -671138.812500 Penalty: 1304.253784
	Iteration 0F: 2 clusters Score -671138.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -666598.562500 Penalty: 2608.507568
	Iteration 0F: 3 clusters Score -666598.6 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -667965.375000 Penalty: 2608.507568
	Iteration 1F: 3 clusters Score -667965.4 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -668229.375000 Penalty: 2608.507568
	Iteration 2F: 3 clusters Score -668229.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -668474.312500 Penalty: 2608.507568
	Iteration 3F: 3 clusters Score -668474.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -668698.125000 Penalty: 2608.507568
	Iteration 4F: 3 clusters Score -668698.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -668882.437500 Penalty: 2608.507568
	Iteration 5Q: 3 clusters Score -668882.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -669069.500000 Penalty: 2608.507568
	Iteration 6Q: 3 clusters Score -669069.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -669229.750000 Penalty: 2608.507568
	Iteration 7Q: 3 clusters Score -669229.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -669391.250000 Penalty: 2608.507568
	Iteration 8Q: 3 clusters Score -669391.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -669543.750000 Penalty: 2608.507568
	Iteration 9Q: 3 clusters Score -669543.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -669663.687500 Penalty: 2608.507568
	Iteration 10Q: 3 clusters Score -669663.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -669753.562500 Penalty: 2608.507568
	Iteration 11Q: 3 clusters Score -669753.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -669826.750000 Penalty: 2608.507568
	Iteration 12Q: 3 clusters Score -669826.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -669895.562500 Penalty: 2608.507568
	Iteration 13Q: 3 clusters Score -669895.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -669956.187500 Penalty: 2608.507568
	Iteration 14Q: 3 clusters Score -669956.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -670000.000000 Penalty: 2608.507568
	Iteration 15Q: 3 clusters Score -670000 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -670030.937500 Penalty: 2608.507568
	Iteration 16Q: 3 clusters Score -670030.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -670055.750000 Penalty: 2608.507568
	Iteration 17Q: 3 clusters Score -670055.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -670077.000000 Penalty: 2608.507568
	Iteration 18Q: 3 clusters Score -670077 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -670099.000000 Penalty: 2608.507568
	Iteration 19Q: 3 clusters Score -670099 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -670117.125000 Penalty: 2608.507568
	Iteration 20F: 3 clusters Score -670117.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -670130.687500 Penalty: 2608.507568
	Iteration 21Q: 3 clusters Score -670130.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -670144.312500 Penalty: 2608.507568
	Iteration 22Q: 3 clusters Score -670144.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -670154.750000 Penalty: 2608.507568
	Iteration 23Q: 3 clusters Score -670154.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -670163.687500 Penalty: 2608.507568
	Iteration 24Q: 3 clusters Score -670163.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -670171.625000 Penalty: 2608.507568
	Iteration 25Q: 3 clusters Score -670171.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -670177.000000 Penalty: 2608.507568
	Iteration 26Q: 3 clusters Score -670177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -670183.812500 Penalty: 2608.507568
	Iteration 27Q: 3 clusters Score -670183.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -670186.437500 Penalty: 2608.507568
	Iteration 28Q: 3 clusters Score -670186.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -670187.750000 Penalty: 2608.507568
	Iteration 29Q: 3 clusters Score -670187.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -670189.312500 Penalty: 2608.507568
	Iteration 30Q: 3 clusters Score -670189.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -670189.312500 Penalty: 2608.507568
	Iteration 31F: 3 clusters Score -670189.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (14850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Entering Unmasked Estep 
Score: -1542203.125000 Penalty: 1429.336304
	Iteration 0F: 2 clusters Score -1542203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1532401.000000 Penalty: 2858.672607
	Iteration 0F: 3 clusters Score -1532401 nChanged 6358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1535744.500000 Penalty: 2858.672607
	Iteration 1F: 3 clusters Score -1535744 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1536104.875000 Penalty: 2858.672607
	Iteration 2F: 3 clusters Score -1536105 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1536382.750000 Penalty: 2858.672607
	Iteration 3F: 3 clusters Score -1536383 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1536627.500000 Penalty: 2858.672607
	Iteration 4Q: 3 clusters Score -1536628 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1536908.000000 Penalty: 2858.672607
	Iteration 5Q: 3 clusters Score -1536908 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1537241.250000 Penalty: 2858.672607
	Iteration 6Q: 3 clusters Score -1537241 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1537695.500000 Penalty: 2858.672607
	Iteration 7Q: 3 clusters Score -1537696 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1538214.000000 Penalty: 2858.672607
	Iteration 8F: 3 clusters Score -1538214 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1538762.875000 Penalty: 2858.672607
	Iteration 9F: 3 clusters Score -1538763 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1539327.250000 Penalty: 2858.672607
	Iteration 10Q: 3 clusters Score -1539327 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -1539860.375000 Penalty: 2858.672607
	Iteration 11Q: 3 clusters Score -1539860 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -1540226.500000 Penalty: 2858.672607
	Iteration 12Q: 3 clusters Score -1540226 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -1540482.500000 Penalty: 2858.672607
	Iteration 13Q: 3 clusters Score -1540482 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -1540653.500000 Penalty: 2858.672607
	Iteration 14Q: 3 clusters Score -1540654 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -1540783.000000 Penalty: 2858.672607
	Iteration 15Q: 3 clusters Score -1540783 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -1540875.750000 Penalty: 2858.672607
	Iteration 16Q: 3 clusters Score -1540876 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -1540921.000000 Penalty: 2858.672607
	Iteration 17Q: 3 clusters Score -1540921 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1540949.625000 Penalty: 2858.672607
	Iteration 18Q: 3 clusters Score -1540950 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -1540975.875000 Penalty: 2858.672607
	Iteration 19Q: 3 clusters Score -1540976 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -1540990.750000 Penalty: 2858.672607
	Iteration 20F: 3 clusters Score -1540991 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -1541002.625000 Penalty: 2858.672607
	Iteration 21Q: 3 clusters Score -1541003 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -1541010.375000 Penalty: 2858.672607
	Iteration 22Q: 3 clusters Score -1541010 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -1541012.750000 Penalty: 2858.672607
	Iteration 23Q: 3 clusters Score -1541013 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1541023.500000 Penalty: 2858.672607
	Iteration 24Q: 3 clusters Score -1541024 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -1541025.000000 Penalty: 2858.672607
	Iteration 25Q: 3 clusters Score -1541025 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -1541028.250000 Penalty: 2858.672607
	Iteration 26Q: 3 clusters Score -1541028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -1541026.500000 Penalty: 2858.672607
	Iteration 27Q: 3 clusters Score -1541026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1541027.750000 Penalty: 2858.672607
	Iteration 28Q: 3 clusters Score -1541028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -1541024.875000 Penalty: 2858.672607
	Iteration 29Q: 3 clusters Score -1541025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -1541026.125000 Penalty: 2858.672607
	Iteration 30Q: 3 clusters Score -1541026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -1541030.375000 Penalty: 2858.672607
	Iteration 31Q: 3 clusters Score -1541030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -1541031.875000 Penalty: 2858.672607
	Iteration 32Q: 3 clusters Score -1541032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -1541033.375000 Penalty: 2858.672607
	Iteration 33Q: 3 clusters Score -1541033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -1541033.625000 Penalty: 2858.672607
	Iteration 34Q: 3 clusters Score -1541034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -1541033.500000 Penalty: 2858.672607
	Iteration 35Q: 3 clusters Score -1541034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -1541038.000000 Penalty: 2858.672607
	Iteration 36Q: 3 clusters Score -1541038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -1541039.375000 Penalty: 2858.672607
	Iteration 37Q: 3 clusters Score -1541039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -1541041.125000 Penalty: 2858.672607
	Iteration 38Q: 3 clusters Score -1541041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -1541045.125000 Penalty: 2858.672607
	Iteration 39Q: 3 clusters Score -1541045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -1541047.125000 Penalty: 2858.672607
	Iteration 40F: 3 clusters Score -1541047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -1541049.625000 Penalty: 2858.672607
	Iteration 41Q: 3 clusters Score -1541050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -1541055.875000 Penalty: 2858.672607
	Iteration 42Q: 3 clusters Score -1541056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -1541056.750000 Penalty: 2858.672607
	Iteration 43Q: 3 clusters Score -1541057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -1541054.625000 Penalty: 2858.672607
	Iteration 44Q: 3 clusters Score -1541055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -1541057.125000 Penalty: 2858.672607
	Iteration 45Q: 3 clusters Score -1541057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -1541053.500000 Penalty: 2858.672607
	Iteration 46Q: 3 clusters Score -1541054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -1541054.875000 Penalty: 2858.672607
	Iteration 47Q: 3 clusters Score -1541055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -1541056.125000 Penalty: 2858.672607
	Iteration 48Q: 3 clusters Score -1541056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -1541056.125000 Penalty: 2858.672607
	Iteration 49F: 3 clusters Score -1541056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (19289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Entering Unmasked Estep 
Score: -1913479.625000 Penalty: 1468.252808
	Iteration 0F: 2 clusters Score -1913480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1900829.625000 Penalty: 2936.505615
	Iteration 0F: 3 clusters Score -1900830 nChanged 8538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1905562.250000 Penalty: 2936.505615
	Iteration 1F: 3 clusters Score -1905562 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1906018.125000 Penalty: 2936.505615
	Iteration 2F: 3 clusters Score -1906018 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1906376.250000 Penalty: 2936.505615
	Iteration 3Q: 3 clusters Score -1906376 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1906701.750000 Penalty: 2936.505615
	Iteration 4Q: 3 clusters Score -1906702 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1907000.000000 Penalty: 2936.505615
	Iteration 5Q: 3 clusters Score -1907000 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1907289.375000 Penalty: 2936.505615
	Iteration 6Q: 3 clusters Score -1907289 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1907609.375000 Penalty: 2936.505615
	Iteration 7Q: 3 clusters Score -1907609 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -1907987.500000 Penalty: 2936.505615
	Iteration 8Q: 3 clusters Score -1907988 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1908412.375000 Penalty: 2936.505615
	Iteration 9Q: 3 clusters Score -1908412 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -1908864.375000 Penalty: 2936.505615
	Iteration 10Q: 3 clusters Score -1908864 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -1909313.500000 Penalty: 2936.505615
	Iteration 11Q: 3 clusters Score -1909314 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1909741.250000 Penalty: 2936.505615
	Iteration 12Q: 3 clusters Score -1909741 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -1910075.750000 Penalty: 2936.505615
	Iteration 13Q: 3 clusters Score -1910076 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -1910337.750000 Penalty: 2936.505615
	Iteration 14Q: 3 clusters Score -1910338 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -1910543.500000 Penalty: 2936.505615
	Iteration 15Q: 3 clusters Score -1910544 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -1910697.625000 Penalty: 2936.505615
	Iteration 16Q: 3 clusters Score -1910698 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -1910840.125000 Penalty: 2936.505615
	Iteration 17Q: 3 clusters Score -1910840 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -1910961.750000 Penalty: 2936.505615
	Iteration 18Q: 3 clusters Score -1910962 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -1911048.125000 Penalty: 2936.505615
	Iteration 19Q: 3 clusters Score -1911048 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -1911133.000000 Penalty: 2936.505615
	Iteration 20F: 3 clusters Score -1911133 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -1911208.375000 Penalty: 2936.505615
	Iteration 21Q: 3 clusters Score -1911208 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -1911286.750000 Penalty: 2936.505615
	Iteration 22Q: 3 clusters Score -1911287 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -1911348.000000 Penalty: 2936.505615
	Iteration 23Q: 3 clusters Score -1911348 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -1911423.375000 Penalty: 2936.505615
	Iteration 24Q: 3 clusters Score -1911423 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -1911486.500000 Penalty: 2936.505615
	Iteration 25Q: 3 clusters Score -1911486 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -1911546.250000 Penalty: 2936.505615
	Iteration 26Q: 3 clusters Score -1911546 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -1911603.750000 Penalty: 2936.505615
	Iteration 27Q: 3 clusters Score -1911604 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -1911658.625000 Penalty: 2936.505615
	Iteration 28Q: 3 clusters Score -1911659 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -1911694.125000 Penalty: 2936.505615
	Iteration 29Q: 3 clusters Score -1911694 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -1911738.250000 Penalty: 2936.505615
	Iteration 30Q: 3 clusters Score -1911738 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -1911782.750000 Penalty: 2936.505615
	Iteration 31Q: 3 clusters Score -1911783 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -1911852.000000 Penalty: 2936.505615
	Iteration 32Q: 3 clusters Score -1911852 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -1911910.500000 Penalty: 2936.505615
	Iteration 33Q: 3 clusters Score -1911910 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -1911981.875000 Penalty: 2936.505615
	Iteration 34Q: 3 clusters Score -1911982 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -1912084.875000 Penalty: 2936.505615
	Iteration 35Q: 3 clusters Score -1912085 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -1912198.375000 Penalty: 2936.505615
	Iteration 36Q: 3 clusters Score -1912198 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -1912310.625000 Penalty: 2936.505615
	Iteration 37Q: 3 clusters Score -1912311 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -1912389.250000 Penalty: 2936.505615
	Iteration 38Q: 3 clusters Score -1912389 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -1912446.375000 Penalty: 2936.505615
	Iteration 39Q: 3 clusters Score -1912446 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -1912487.875000 Penalty: 2936.505615
	Iteration 40F: 3 clusters Score -1912488 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -1912524.875000 Penalty: 2936.505615
	Iteration 41Q: 3 clusters Score -1912525 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -1912564.625000 Penalty: 2936.505615
	Iteration 42Q: 3 clusters Score -1912565 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -1912595.500000 Penalty: 2936.505615
	Iteration 43Q: 3 clusters Score -1912596 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -1912622.000000 Penalty: 2936.505615
	Iteration 44Q: 3 clusters Score -1912622 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -1912633.875000 Penalty: 2936.505615
	Iteration 45Q: 3 clusters Score -1912634 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -1912652.000000 Penalty: 2936.505615
	Iteration 46Q: 3 clusters Score -1912652 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -1912661.250000 Penalty: 2936.505615
	Iteration 47Q: 3 clusters Score -1912661 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -1912670.750000 Penalty: 2936.505615
	Iteration 48Q: 3 clusters Score -1912671 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -1912676.375000 Penalty: 2936.505615
	Iteration 49Q: 3 clusters Score -1912676 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -1912676.000000 Penalty: 2936.505615
	Iteration 50Q: 3 clusters Score -1912676 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -1912681.875000 Penalty: 2936.505615
	Iteration 51Q: 3 clusters Score -1912682 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -1912682.250000 Penalty: 2936.505615
	Iteration 52Q: 3 clusters Score -1912682 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -1912683.500000 Penalty: 2936.505615
	Iteration 53Q: 3 clusters Score -1912684 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -1912682.125000 Penalty: 2936.505615
	Iteration 54Q: 3 clusters Score -1912682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -1912686.375000 Penalty: 2936.505615
	Iteration 55Q: 3 clusters Score -1912686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -1912687.000000 Penalty: 2936.505615
	Iteration 56Q: 3 clusters Score -1912687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -1912685.125000 Penalty: 2936.505615
	Iteration 57Q: 3 clusters Score -1912685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -1912686.250000 Penalty: 2936.505615
	Iteration 58Q: 3 clusters Score -1912686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -1912690.500000 Penalty: 2936.505615
	Iteration 59Q: 3 clusters Score -1912690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -1912689.000000 Penalty: 2936.505615
	Iteration 60F: 3 clusters Score -1912689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -1912690.625000 Penalty: 2936.505615
	Iteration 61Q: 3 clusters Score -1912691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -1912690.625000 Penalty: 2936.505615
	Iteration 62F: 3 clusters Score -1912691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (37283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37283 members 
Entering Unmasked Estep 
Score: -3853519.750000 Penalty: 1566.312378
	Iteration 0F: 2 clusters Score -3853520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -3829213.000000 Penalty: 3132.624756
	Iteration 0F: 3 clusters Score -3829213 nChanged 17014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -3838920.000000 Penalty: 3132.624756
	Iteration 1F: 3 clusters Score -3838920 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -3839786.250000 Penalty: 3132.624756
	Iteration 2F: 3 clusters Score -3839786 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -3840902.500000 Penalty: 3132.624756
	Iteration 3F: 3 clusters Score -3840902 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -3842257.000000 Penalty: 3132.624756
	Iteration 4F: 3 clusters Score -3842257 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
Score: -3843864.500000 Penalty: 3132.624756
	Iteration 5F: 3 clusters Score -3843864 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 28776 members 
Entering Unmasked Estep 
Score: -3845667.500000 Penalty: 3132.624756
	Iteration 6F: 3 clusters Score -3845668 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 30900 members 
Entering Unmasked Estep 
Score: -3847383.750000 Penalty: 3132.624756
	Iteration 7F: 3 clusters Score -3847384 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 32725 members 
Entering Unmasked Estep 
Score: -3848872.250000 Penalty: 3132.624756
	Iteration 8F: 3 clusters Score -3848872 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 34152 members 
Entering Unmasked Estep 
Score: -3850001.000000 Penalty: 3132.624756
	Iteration 9Q: 3 clusters Score -3850001 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 35246 members 
Entering Unmasked Estep 
Score: -3850934.500000 Penalty: 3132.624756
	Iteration 10Q: 3 clusters Score -3850934 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 35926 members 
Entering Unmasked Estep 
Score: -3851477.500000 Penalty: 3132.624756
	Iteration 11Q: 3 clusters Score -3851478 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 36336 members 
Entering Unmasked Estep 
Score: -3851812.250000 Penalty: 3132.624756
	Iteration 12Q: 3 clusters Score -3851812 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 36572 members 
Entering Unmasked Estep 
Score: -3852034.000000 Penalty: 3132.624756
	Iteration 13Q: 3 clusters Score -3852034 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 36684 members 
Entering Unmasked Estep 
Score: -3852133.750000 Penalty: 3132.624756
	Iteration 14Q: 3 clusters Score -3852134 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 36743 members 
Entering Unmasked Estep 
Score: -3852188.000000 Penalty: 3132.624756
	Iteration 15Q: 3 clusters Score -3852188 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 36786 members 
Entering Unmasked Estep 
Score: -3852224.250000 Penalty: 3132.624756
	Iteration 16Q: 3 clusters Score -3852224 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 36810 members 
Entering Unmasked Estep 
Score: -3852255.500000 Penalty: 3132.624756
	Iteration 17Q: 3 clusters Score -3852256 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 36827 members 
Entering Unmasked Estep 
Score: -3852274.750000 Penalty: 3132.624756
	Iteration 18Q: 3 clusters Score -3852275 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 36836 members 
Entering Unmasked Estep 
Score: -3852282.000000 Penalty: 3132.624756
	Iteration 19Q: 3 clusters Score -3852282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 36849 members 
Entering Unmasked Estep 
Score: -3852291.750000 Penalty: 3132.624756
	Iteration 20F: 3 clusters Score -3852292 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 36861 members 
Entering Unmasked Estep 
Score: -3852298.500000 Penalty: 3132.624756
	Iteration 21Q: 3 clusters Score -3852298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 36868 members 
Entering Unmasked Estep 
Score: -3852307.000000 Penalty: 3132.624756
	Iteration 22Q: 3 clusters Score -3852307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 36873 members 
Entering Unmasked Estep 
Score: -3852312.500000 Penalty: 3132.624756
	Iteration 23Q: 3 clusters Score -3852312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 36880 members 
Entering Unmasked Estep 
Score: -3852324.250000 Penalty: 3132.624756
	Iteration 24Q: 3 clusters Score -3852324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 36884 members 
Entering Unmasked Estep 
Score: -3852321.250000 Penalty: 3132.624756
	Iteration 25Q: 3 clusters Score -3852321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 36886 members 
Entering Unmasked Estep 
Score: -3852325.750000 Penalty: 3132.624756
	Iteration 26Q: 3 clusters Score -3852326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 36887 members 
Entering Unmasked Estep 
Score: -3852337.500000 Penalty: 3132.624756
	Iteration 27Q: 3 clusters Score -3852338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 36890 members 
Entering Unmasked Estep 
Score: -3852344.000000 Penalty: 3132.624756
	Iteration 28Q: 3 clusters Score -3852344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 36890 members 
Entering Unmasked Estep 
Score: -3852344.500000 Penalty: 3132.624756
	Iteration 29Q: 3 clusters Score -3852344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 36889 members 
Entering Unmasked Estep 
Score: -3852345.500000 Penalty: 3132.624756
	Iteration 30Q: 3 clusters Score -3852346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 36891 members 
Entering Unmasked Estep 
Score: -3852349.250000 Penalty: 3132.624756
	Iteration 31Q: 3 clusters Score -3852349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 36892 members 
Entering Unmasked Estep 
Score: -3852350.750000 Penalty: 3132.624756
	Iteration 32Q: 3 clusters Score -3852351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 36894 members 
Entering Unmasked Estep 
Score: -3852350.250000 Penalty: 3132.624756
	Iteration 33Q: 3 clusters Score -3852350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 36894 members 
Entering Unmasked Estep 
Score: -3852354.250000 Penalty: 3132.624756
	Iteration 34Q: 3 clusters Score -3852354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 36893 members 
Entering Unmasked Estep 
Score: -3852353.750000 Penalty: 3132.624756
	Iteration 35Q: 3 clusters Score -3852354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 36893 members 
Entering Unmasked Estep 
Score: -3852353.750000 Penalty: 3132.624756
	Iteration 36F: 3 clusters Score -3852354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (10576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Entering Unmasked Estep 
Score: -1019382.500000 Penalty: 1378.831787
	Iteration 0F: 2 clusters Score -1019382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1012348.812500 Penalty: 2757.663574
	Iteration 0F: 3 clusters Score -1012349 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1015028.187500 Penalty: 2757.663574
	Iteration 1F: 3 clusters Score -1015028 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1015744.125000 Penalty: 2757.663574
	Iteration 2F: 3 clusters Score -1015744 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1016443.000000 Penalty: 2757.663574
	Iteration 3F: 3 clusters Score -1016443 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1017115.687500 Penalty: 2757.663574
	Iteration 4F: 3 clusters Score -1017116 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1017668.125000 Penalty: 2757.663574
	Iteration 5F: 3 clusters Score -1017668 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1018013.250000 Penalty: 2757.663574
	Iteration 6F: 3 clusters Score -1018013 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1018253.625000 Penalty: 2757.663574
	Iteration 7Q: 3 clusters Score -1018254 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1018418.750000 Penalty: 2757.663574
	Iteration 8Q: 3 clusters Score -1018419 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1018524.312500 Penalty: 2757.663574
	Iteration 9Q: 3 clusters Score -1018524 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1018618.625000 Penalty: 2757.663574
	Iteration 10Q: 3 clusters Score -1018619 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1018677.312500 Penalty: 2757.663574
	Iteration 11Q: 3 clusters Score -1018677 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1018726.312500 Penalty: 2757.663574
	Iteration 12Q: 3 clusters Score -1018726 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1018771.625000 Penalty: 2757.663574
	Iteration 13Q: 3 clusters Score -1018772 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1018798.937500 Penalty: 2757.663574
	Iteration 14Q: 3 clusters Score -1018799 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1018820.812500 Penalty: 2757.663574
	Iteration 15Q: 3 clusters Score -1018821 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1018838.312500 Penalty: 2757.663574
	Iteration 16Q: 3 clusters Score -1018838 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1018847.062500 Penalty: 2757.663574
	Iteration 17Q: 3 clusters Score -1018847 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1018852.937500 Penalty: 2757.663574
	Iteration 18Q: 3 clusters Score -1018853 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1018855.562500 Penalty: 2757.663574
	Iteration 19Q: 3 clusters Score -1018856 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1018862.437500 Penalty: 2757.663574
	Iteration 20F: 3 clusters Score -1018862 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1018861.375000 Penalty: 2757.663574
	Iteration 21Q: 3 clusters Score -1018861 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1018865.687500 Penalty: 2757.663574
	Iteration 22Q: 3 clusters Score -1018866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1018867.437500 Penalty: 2757.663574
	Iteration 23Q: 3 clusters Score -1018867 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1018871.250000 Penalty: 2757.663574
	Iteration 24Q: 3 clusters Score -1018871 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1018873.000000 Penalty: 2757.663574
	Iteration 25Q: 3 clusters Score -1018873 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1018873.250000 Penalty: 2757.663574
	Iteration 26Q: 3 clusters Score -1018873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1018874.625000 Penalty: 2757.663574
	Iteration 27Q: 3 clusters Score -1018875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1018875.562500 Penalty: 2757.663574
	Iteration 28Q: 3 clusters Score -1018876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1018877.187500 Penalty: 2757.663574
	Iteration 29Q: 3 clusters Score -1018877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1018877.312500 Penalty: 2757.663574
	Iteration 30Q: 3 clusters Score -1018877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1018878.875000 Penalty: 2757.663574
	Iteration 31Q: 3 clusters Score -1018879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1018878.750000 Penalty: 2757.663574
	Iteration 32Q: 3 clusters Score -1018879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1018878.750000 Penalty: 2757.663574
	Iteration 33F: 3 clusters Score -1018879 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Entering Unmasked Estep 
Score: -932646.812500 Penalty: 1357.751465
	Iteration 0F: 2 clusters Score -932646.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -926383.625000 Penalty: 2715.502930
	Iteration 0F: 3 clusters Score -926383.6 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -928404.687500 Penalty: 2715.502930
	Iteration 1F: 3 clusters Score -928404.7 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -928708.312500 Penalty: 2715.502930
	Iteration 2F: 3 clusters Score -928708.3 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -928909.750000 Penalty: 2715.502930
	Iteration 3F: 3 clusters Score -928909.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -929115.250000 Penalty: 2715.502930
	Iteration 4Q: 3 clusters Score -929115.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -929336.750000 Penalty: 2715.502930
	Iteration 5Q: 3 clusters Score -929336.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -929565.625000 Penalty: 2715.502930
	Iteration 6Q: 3 clusters Score -929565.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -929730.250000 Penalty: 2715.502930
	Iteration 7Q: 3 clusters Score -929730.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -929892.562500 Penalty: 2715.502930
	Iteration 8Q: 3 clusters Score -929892.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -930045.187500 Penalty: 2715.502930
	Iteration 9Q: 3 clusters Score -930045.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -930202.062500 Penalty: 2715.502930
	Iteration 10Q: 3 clusters Score -930202.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -930332.625000 Penalty: 2715.502930
	Iteration 11Q: 3 clusters Score -930332.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -930442.437500 Penalty: 2715.502930
	Iteration 12Q: 3 clusters Score -930442.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -930550.500000 Penalty: 2715.502930
	Iteration 13Q: 3 clusters Score -930550.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -930643.750000 Penalty: 2715.502930
	Iteration 14Q: 3 clusters Score -930643.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -930734.937500 Penalty: 2715.502930
	Iteration 15Q: 3 clusters Score -930734.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -930827.312500 Penalty: 2715.502930
	Iteration 16Q: 3 clusters Score -930827.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -930920.062500 Penalty: 2715.502930
	Iteration 17Q: 3 clusters Score -930920.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -930995.125000 Penalty: 2715.502930
	Iteration 18Q: 3 clusters Score -930995.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -931049.687500 Penalty: 2715.502930
	Iteration 19Q: 3 clusters Score -931049.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -931090.000000 Penalty: 2715.502930
	Iteration 20F: 3 clusters Score -931090 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -931124.875000 Penalty: 2715.502930
	Iteration 21Q: 3 clusters Score -931124.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -931161.562500 Penalty: 2715.502930
	Iteration 22Q: 3 clusters Score -931161.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -931196.062500 Penalty: 2715.502930
	Iteration 23Q: 3 clusters Score -931196.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -931215.125000 Penalty: 2715.502930
	Iteration 24Q: 3 clusters Score -931215.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -931234.125000 Penalty: 2715.502930
	Iteration 25Q: 3 clusters Score -931234.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -931249.125000 Penalty: 2715.502930
	Iteration 26Q: 3 clusters Score -931249.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -931261.437500 Penalty: 2715.502930
	Iteration 27Q: 3 clusters Score -931261.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -931270.750000 Penalty: 2715.502930
	Iteration 28Q: 3 clusters Score -931270.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -931285.937500 Penalty: 2715.502930
	Iteration 29Q: 3 clusters Score -931285.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -931302.812500 Penalty: 2715.502930
	Iteration 30Q: 3 clusters Score -931302.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -931310.312500 Penalty: 2715.502930
	Iteration 31Q: 3 clusters Score -931310.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -931318.000000 Penalty: 2715.502930
	Iteration 32Q: 3 clusters Score -931318 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -931329.875000 Penalty: 2715.502930
	Iteration 33Q: 3 clusters Score -931329.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -931339.250000 Penalty: 2715.502930
	Iteration 34Q: 3 clusters Score -931339.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -931346.125000 Penalty: 2715.502930
	Iteration 35Q: 3 clusters Score -931346.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -931352.875000 Penalty: 2715.502930
	Iteration 36Q: 3 clusters Score -931352.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -931356.687500 Penalty: 2715.502930
	Iteration 37Q: 3 clusters Score -931356.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -931360.062500 Penalty: 2715.502930
	Iteration 38Q: 3 clusters Score -931360.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -931364.750000 Penalty: 2715.502930
	Iteration 39Q: 3 clusters Score -931364.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -931370.812500 Penalty: 2715.502930
	Iteration 40F: 3 clusters Score -931370.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -931372.812500 Penalty: 2715.502930
	Iteration 41Q: 3 clusters Score -931372.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -931375.875000 Penalty: 2715.502930
	Iteration 42Q: 3 clusters Score -931375.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -931376.875000 Penalty: 2715.502930
	Iteration 43Q: 3 clusters Score -931376.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -931380.437500 Penalty: 2715.502930
	Iteration 44Q: 3 clusters Score -931380.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -931382.375000 Penalty: 2715.502930
	Iteration 45Q: 3 clusters Score -931382.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -931385.375000 Penalty: 2715.502930
	Iteration 46Q: 3 clusters Score -931385.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -931388.875000 Penalty: 2715.502930
	Iteration 47Q: 3 clusters Score -931388.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -931392.062500 Penalty: 2715.502930
	Iteration 48Q: 3 clusters Score -931392.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -931394.625000 Penalty: 2715.502930
	Iteration 49Q: 3 clusters Score -931394.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -931396.375000 Penalty: 2715.502930
	Iteration 50Q: 3 clusters Score -931396.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -931398.812500 Penalty: 2715.502930
	Iteration 51Q: 3 clusters Score -931398.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -931402.875000 Penalty: 2715.502930
	Iteration 52Q: 3 clusters Score -931402.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -931405.500000 Penalty: 2715.502930
	Iteration 53Q: 3 clusters Score -931405.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -931410.437500 Penalty: 2715.502930
	Iteration 54Q: 3 clusters Score -931410.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -931412.562500 Penalty: 2715.502930
	Iteration 55Q: 3 clusters Score -931412.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -931417.312500 Penalty: 2715.502930
	Iteration 56Q: 3 clusters Score -931417.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -931419.187500 Penalty: 2715.502930
	Iteration 57Q: 3 clusters Score -931419.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -931420.187500 Penalty: 2715.502930
	Iteration 58Q: 3 clusters Score -931420.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -931422.562500 Penalty: 2715.502930
	Iteration 59Q: 3 clusters Score -931422.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -931426.312500 Penalty: 2715.502930
	Iteration 60F: 3 clusters Score -931426.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -931431.062500 Penalty: 2715.502930
	Iteration 61Q: 3 clusters Score -931431.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -931431.437500 Penalty: 2715.502930
	Iteration 62Q: 3 clusters Score -931431.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -931437.062500 Penalty: 2715.502930
	Iteration 63Q: 3 clusters Score -931437.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -931437.125000 Penalty: 2715.502930
	Iteration 64Q: 3 clusters Score -931437.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -931437.625000 Penalty: 2715.502930
	Iteration 65Q: 3 clusters Score -931437.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -931438.312500 Penalty: 2715.502930
	Iteration 66Q: 3 clusters Score -931438.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -931438.062500 Penalty: 2715.502930
	Iteration 67Q: 3 clusters Score -931438.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -931440.062500 Penalty: 2715.502930
	Iteration 68Q: 3 clusters Score -931440.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -931439.875000 Penalty: 2715.502930
	Iteration 69Q: 3 clusters Score -931439.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -931440.687500 Penalty: 2715.502930
	Iteration 70Q: 3 clusters Score -931440.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -931441.250000 Penalty: 2715.502930
	Iteration 71Q: 3 clusters Score -931441.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -931441.187500 Penalty: 2715.502930
	Iteration 72Q: 3 clusters Score -931441.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -931441.187500 Penalty: 2715.502930
	Iteration 73F: 3 clusters Score -931441.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Entering Unmasked Estep 
Score: -89079.625000 Penalty: 1025.926880
	Iteration 0F: 2 clusters Score -89079.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -87808.140625 Penalty: 2051.853760
	Iteration 0F: 3 clusters Score -87808.14 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -88099.835938 Penalty: 2051.853760
	Iteration 1F: 3 clusters Score -88099.84 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -88188.132812 Penalty: 2051.853760
	Iteration 2F: 3 clusters Score -88188.13 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -88242.734375 Penalty: 2051.853760
	Iteration 3Q: 3 clusters Score -88242.73 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -88296.570312 Penalty: 2051.853760
	Iteration 4Q: 3 clusters Score -88296.57 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -88331.195312 Penalty: 2051.853760
	Iteration 5Q: 3 clusters Score -88331.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -88350.367188 Penalty: 2051.853760
	Iteration 6Q: 3 clusters Score -88350.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -88364.359375 Penalty: 2051.853760
	Iteration 7Q: 3 clusters Score -88364.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -88378.320312 Penalty: 2051.853760
	Iteration 8Q: 3 clusters Score -88378.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -88387.031250 Penalty: 2051.853760
	Iteration 9Q: 3 clusters Score -88387.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -88390.625000 Penalty: 2051.853760
	Iteration 10Q: 3 clusters Score -88390.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -88395.867188 Penalty: 2051.853760
	Iteration 11Q: 3 clusters Score -88395.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -88398.390625 Penalty: 2051.853760
	Iteration 12Q: 3 clusters Score -88398.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -88402.515625 Penalty: 2051.853760
	Iteration 13Q: 3 clusters Score -88402.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -88407.343750 Penalty: 2051.853760
	Iteration 14Q: 3 clusters Score -88407.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -88410.796875 Penalty: 2051.853760
	Iteration 15Q: 3 clusters Score -88410.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -88410.796875 Penalty: 2051.853760
	Iteration 16F: 3 clusters Score -88410.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (8002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Entering Unmasked Estep 
Score: -829785.500000 Penalty: 1337.332153
	Iteration 0F: 2 clusters Score -829785.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -824344.250000 Penalty: 2674.664307
	Iteration 0F: 3 clusters Score -824344.2 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -826031.375000 Penalty: 2674.664307
	Iteration 1F: 3 clusters Score -826031.4 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -826270.312500 Penalty: 2674.664307
	Iteration 2F: 3 clusters Score -826270.3 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -826428.562500 Penalty: 2674.664307
	Iteration 3Q: 3 clusters Score -826428.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -826576.937500 Penalty: 2674.664307
	Iteration 4Q: 3 clusters Score -826576.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -826698.125000 Penalty: 2674.664307
	Iteration 5Q: 3 clusters Score -826698.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -826791.375000 Penalty: 2674.664307
	Iteration 6Q: 3 clusters Score -826791.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -826878.312500 Penalty: 2674.664307
	Iteration 7Q: 3 clusters Score -826878.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -826966.000000 Penalty: 2674.664307
	Iteration 8Q: 3 clusters Score -826966 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -827073.625000 Penalty: 2674.664307
	Iteration 9Q: 3 clusters Score -827073.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -827189.312500 Penalty: 2674.664307
	Iteration 10Q: 3 clusters Score -827189.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -827316.125000 Penalty: 2674.664307
	Iteration 11Q: 3 clusters Score -827316.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -827447.000000 Penalty: 2674.664307
	Iteration 12Q: 3 clusters Score -827447 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -827589.750000 Penalty: 2674.664307
	Iteration 13Q: 3 clusters Score -827589.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -827712.812500 Penalty: 2674.664307
	Iteration 14Q: 3 clusters Score -827712.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -827826.375000 Penalty: 2674.664307
	Iteration 15Q: 3 clusters Score -827826.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -827922.000000 Penalty: 2674.664307
	Iteration 16Q: 3 clusters Score -827922 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -828032.500000 Penalty: 2674.664307
	Iteration 17Q: 3 clusters Score -828032.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -828126.062500 Penalty: 2674.664307
	Iteration 18Q: 3 clusters Score -828126.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -828188.125000 Penalty: 2674.664307
	Iteration 19Q: 3 clusters Score -828188.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -828256.187500 Penalty: 2674.664307
	Iteration 20F: 3 clusters Score -828256.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -828307.937500 Penalty: 2674.664307
	Iteration 21Q: 3 clusters Score -828307.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -828342.875000 Penalty: 2674.664307
	Iteration 22Q: 3 clusters Score -828342.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -828371.562500 Penalty: 2674.664307
	Iteration 23Q: 3 clusters Score -828371.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -828398.312500 Penalty: 2674.664307
	Iteration 24Q: 3 clusters Score -828398.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -828431.062500 Penalty: 2674.664307
	Iteration 25Q: 3 clusters Score -828431.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -828452.812500 Penalty: 2674.664307
	Iteration 26Q: 3 clusters Score -828452.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -828475.625000 Penalty: 2674.664307
	Iteration 27Q: 3 clusters Score -828475.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -828491.875000 Penalty: 2674.664307
	Iteration 28Q: 3 clusters Score -828491.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -828509.875000 Penalty: 2674.664307
	Iteration 29Q: 3 clusters Score -828509.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -828523.812500 Penalty: 2674.664307
	Iteration 30Q: 3 clusters Score -828523.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -828538.250000 Penalty: 2674.664307
	Iteration 31Q: 3 clusters Score -828538.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -828551.250000 Penalty: 2674.664307
	Iteration 32Q: 3 clusters Score -828551.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -828558.625000 Penalty: 2674.664307
	Iteration 33Q: 3 clusters Score -828558.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -828570.375000 Penalty: 2674.664307
	Iteration 34Q: 3 clusters Score -828570.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -828581.812500 Penalty: 2674.664307
	Iteration 35Q: 3 clusters Score -828581.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -828587.000000 Penalty: 2674.664307
	Iteration 36Q: 3 clusters Score -828587 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -828594.500000 Penalty: 2674.664307
	Iteration 37Q: 3 clusters Score -828594.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -828603.125000 Penalty: 2674.664307
	Iteration 38Q: 3 clusters Score -828603.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -828609.562500 Penalty: 2674.664307
	Iteration 39Q: 3 clusters Score -828609.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -828615.062500 Penalty: 2674.664307
	Iteration 40F: 3 clusters Score -828615.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -828621.062500 Penalty: 2674.664307
	Iteration 41Q: 3 clusters Score -828621.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -828624.250000 Penalty: 2674.664307
	Iteration 42Q: 3 clusters Score -828624.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -828630.000000 Penalty: 2674.664307
	Iteration 43Q: 3 clusters Score -828630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -828632.187500 Penalty: 2674.664307
	Iteration 44Q: 3 clusters Score -828632.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -828640.375000 Penalty: 2674.664307
	Iteration 45Q: 3 clusters Score -828640.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -828646.500000 Penalty: 2674.664307
	Iteration 46Q: 3 clusters Score -828646.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -828651.187500 Penalty: 2674.664307
	Iteration 47Q: 3 clusters Score -828651.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -828654.000000 Penalty: 2674.664307
	Iteration 48Q: 3 clusters Score -828654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -828656.312500 Penalty: 2674.664307
	Iteration 49Q: 3 clusters Score -828656.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -828664.687500 Penalty: 2674.664307
	Iteration 50Q: 3 clusters Score -828664.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -828666.812500 Penalty: 2674.664307
	Iteration 51Q: 3 clusters Score -828666.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -828671.875000 Penalty: 2674.664307
	Iteration 52Q: 3 clusters Score -828671.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -828677.562500 Penalty: 2674.664307
	Iteration 53Q: 3 clusters Score -828677.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -828679.500000 Penalty: 2674.664307
	Iteration 54Q: 3 clusters Score -828679.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -828683.125000 Penalty: 2674.664307
	Iteration 55Q: 3 clusters Score -828683.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -828681.625000 Penalty: 2674.664307
	Iteration 56Q: 3 clusters Score -828681.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -828681.500000 Penalty: 2674.664307
	Iteration 57Q: 3 clusters Score -828681.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -828683.187500 Penalty: 2674.664307
	Iteration 58Q: 3 clusters Score -828683.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -828683.625000 Penalty: 2674.664307
	Iteration 59Q: 3 clusters Score -828683.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -828684.750000 Penalty: 2674.664307
	Iteration 60F: 3 clusters Score -828684.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -828689.500000 Penalty: 2674.664307
	Iteration 61Q: 3 clusters Score -828689.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -828688.375000 Penalty: 2674.664307
	Iteration 62Q: 3 clusters Score -828688.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -828689.312500 Penalty: 2674.664307
	Iteration 63Q: 3 clusters Score -828689.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -828691.062500 Penalty: 2674.664307
	Iteration 64Q: 3 clusters Score -828691.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -828691.875000 Penalty: 2674.664307
	Iteration 65Q: 3 clusters Score -828691.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -828693.312500 Penalty: 2674.664307
	Iteration 66Q: 3 clusters Score -828693.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -828692.687500 Penalty: 2674.664307
	Iteration 67Q: 3 clusters Score -828692.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -828692.937500 Penalty: 2674.664307
	Iteration 68Q: 3 clusters Score -828692.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -828692.187500 Penalty: 2674.664307
	Iteration 69Q: 3 clusters Score -828692.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -828692.625000 Penalty: 2674.664307
	Iteration 70Q: 3 clusters Score -828692.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -828693.312500 Penalty: 2674.664307
	Iteration 71Q: 3 clusters Score -828693.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -828693.312500 Penalty: 2674.664307
	Iteration 72F: 3 clusters Score -828693.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Entering Unmasked Estep 
Score: -385343.687500 Penalty: 1235.598267
	Iteration 0F: 2 clusters Score -385343.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -382278.781250 Penalty: 2471.196533
	Iteration 0F: 3 clusters Score -382278.8 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -383178.187500 Penalty: 2471.196533
	Iteration 1F: 3 clusters Score -383178.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -383418.468750 Penalty: 2471.196533
	Iteration 2F: 3 clusters Score -383418.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -383563.843750 Penalty: 2471.196533
	Iteration 3F: 3 clusters Score -383563.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -383702.531250 Penalty: 2471.196533
	Iteration 4Q: 3 clusters Score -383702.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -383827.125000 Penalty: 2471.196533
	Iteration 5Q: 3 clusters Score -383827.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -383916.562500 Penalty: 2471.196533
	Iteration 6Q: 3 clusters Score -383916.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -384006.531250 Penalty: 2471.196533
	Iteration 7Q: 3 clusters Score -384006.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -384083.812500 Penalty: 2471.196533
	Iteration 8Q: 3 clusters Score -384083.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -384147.312500 Penalty: 2471.196533
	Iteration 9Q: 3 clusters Score -384147.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -384187.968750 Penalty: 2471.196533
	Iteration 10Q: 3 clusters Score -384188 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -384234.218750 Penalty: 2471.196533
	Iteration 11Q: 3 clusters Score -384234.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -384269.500000 Penalty: 2471.196533
	Iteration 12Q: 3 clusters Score -384269.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -384300.906250 Penalty: 2471.196533
	Iteration 13Q: 3 clusters Score -384300.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -384326.656250 Penalty: 2471.196533
	Iteration 14Q: 3 clusters Score -384326.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -384344.593750 Penalty: 2471.196533
	Iteration 15Q: 3 clusters Score -384344.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -384359.718750 Penalty: 2471.196533
	Iteration 16Q: 3 clusters Score -384359.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -384369.031250 Penalty: 2471.196533
	Iteration 17Q: 3 clusters Score -384369 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -384377.406250 Penalty: 2471.196533
	Iteration 18Q: 3 clusters Score -384377.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -384385.625000 Penalty: 2471.196533
	Iteration 19Q: 3 clusters Score -384385.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -384388.375000 Penalty: 2471.196533
	Iteration 20F: 3 clusters Score -384388.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -384392.937500 Penalty: 2471.196533
	Iteration 21Q: 3 clusters Score -384392.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -384397.781250 Penalty: 2471.196533
	Iteration 22Q: 3 clusters Score -384397.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -384402.718750 Penalty: 2471.196533
	Iteration 23Q: 3 clusters Score -384402.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -384408.062500 Penalty: 2471.196533
	Iteration 24Q: 3 clusters Score -384408.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -384413.406250 Penalty: 2471.196533
	Iteration 25Q: 3 clusters Score -384413.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -384418.812500 Penalty: 2471.196533
	Iteration 26Q: 3 clusters Score -384418.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -384426.656250 Penalty: 2471.196533
	Iteration 27Q: 3 clusters Score -384426.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -384432.968750 Penalty: 2471.196533
	Iteration 28Q: 3 clusters Score -384433 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -384439.875000 Penalty: 2471.196533
	Iteration 29Q: 3 clusters Score -384439.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -384447.000000 Penalty: 2471.196533
	Iteration 30Q: 3 clusters Score -384447 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -384453.562500 Penalty: 2471.196533
	Iteration 31Q: 3 clusters Score -384453.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -384461.093750 Penalty: 2471.196533
	Iteration 32Q: 3 clusters Score -384461.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -384470.093750 Penalty: 2471.196533
	Iteration 33Q: 3 clusters Score -384470.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -384476.312500 Penalty: 2471.196533
	Iteration 34Q: 3 clusters Score -384476.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -384481.875000 Penalty: 2471.196533
	Iteration 35Q: 3 clusters Score -384481.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -384490.000000 Penalty: 2471.196533
	Iteration 36Q: 3 clusters Score -384490 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -384499.062500 Penalty: 2471.196533
	Iteration 37Q: 3 clusters Score -384499.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -384510.562500 Penalty: 2471.196533
	Iteration 38Q: 3 clusters Score -384510.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -384522.906250 Penalty: 2471.196533
	Iteration 39Q: 3 clusters Score -384522.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -384535.718750 Penalty: 2471.196533
	Iteration 40F: 3 clusters Score -384535.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -384549.375000 Penalty: 2471.196533
	Iteration 41Q: 3 clusters Score -384549.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -384557.718750 Penalty: 2471.196533
	Iteration 42Q: 3 clusters Score -384557.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -384561.906250 Penalty: 2471.196533
	Iteration 43Q: 3 clusters Score -384561.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -384569.062500 Penalty: 2471.196533
	Iteration 44Q: 3 clusters Score -384569.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -384575.218750 Penalty: 2471.196533
	Iteration 45Q: 3 clusters Score -384575.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -384584.812500 Penalty: 2471.196533
	Iteration 46Q: 3 clusters Score -384584.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -384595.031250 Penalty: 2471.196533
	Iteration 47Q: 3 clusters Score -384595 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -384605.187500 Penalty: 2471.196533
	Iteration 48Q: 3 clusters Score -384605.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -384614.781250 Penalty: 2471.196533
	Iteration 49Q: 3 clusters Score -384614.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -384625.437500 Penalty: 2471.196533
	Iteration 50Q: 3 clusters Score -384625.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -384635.343750 Penalty: 2471.196533
	Iteration 51Q: 3 clusters Score -384635.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -384647.312500 Penalty: 2471.196533
	Iteration 52Q: 3 clusters Score -384647.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -384660.031250 Penalty: 2471.196533
	Iteration 53Q: 3 clusters Score -384660 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -384669.125000 Penalty: 2471.196533
	Iteration 54Q: 3 clusters Score -384669.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -384682.656250 Penalty: 2471.196533
	Iteration 55Q: 3 clusters Score -384682.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -384700.031250 Penalty: 2471.196533
	Iteration 56Q: 3 clusters Score -384700 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -384718.031250 Penalty: 2471.196533
	Iteration 57Q: 3 clusters Score -384718 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -384738.875000 Penalty: 2471.196533
	Iteration 58Q: 3 clusters Score -384738.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -384752.218750 Penalty: 2471.196533
	Iteration 59Q: 3 clusters Score -384752.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -384766.000000 Penalty: 2471.196533
	Iteration 60F: 3 clusters Score -384766 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -384777.406250 Penalty: 2471.196533
	Iteration 61Q: 3 clusters Score -384777.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -384791.687500 Penalty: 2471.196533
	Iteration 62Q: 3 clusters Score -384791.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -384810.312500 Penalty: 2471.196533
	Iteration 63Q: 3 clusters Score -384810.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -384832.000000 Penalty: 2471.196533
	Iteration 64Q: 3 clusters Score -384832 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -384851.531250 Penalty: 2471.196533
	Iteration 65Q: 3 clusters Score -384851.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -384864.843750 Penalty: 2471.196533
	Iteration 66Q: 3 clusters Score -384864.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -384877.125000 Penalty: 2471.196533
	Iteration 67Q: 3 clusters Score -384877.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -384886.812500 Penalty: 2471.196533
	Iteration 68Q: 3 clusters Score -384886.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -384896.281250 Penalty: 2471.196533
	Iteration 69Q: 3 clusters Score -384896.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -384904.687500 Penalty: 2471.196533
	Iteration 70Q: 3 clusters Score -384904.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -384910.500000 Penalty: 2471.196533
	Iteration 71Q: 3 clusters Score -384910.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -384915.812500 Penalty: 2471.196533
	Iteration 72Q: 3 clusters Score -384915.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -384921.093750 Penalty: 2471.196533
	Iteration 73Q: 3 clusters Score -384921.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -384925.843750 Penalty: 2471.196533
	Iteration 74Q: 3 clusters Score -384925.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -384932.937500 Penalty: 2471.196533
	Iteration 75Q: 3 clusters Score -384932.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -384941.343750 Penalty: 2471.196533
	Iteration 76Q: 3 clusters Score -384941.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -384948.781250 Penalty: 2471.196533
	Iteration 77Q: 3 clusters Score -384948.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -384956.062500 Penalty: 2471.196533
	Iteration 78Q: 3 clusters Score -384956.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -384961.937500 Penalty: 2471.196533
	Iteration 79Q: 3 clusters Score -384961.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -384968.812500 Penalty: 2471.196533
	Iteration 80F: 3 clusters Score -384968.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -384972.562500 Penalty: 2471.196533
	Iteration 81Q: 3 clusters Score -384972.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -384973.718750 Penalty: 2471.196533
	Iteration 82Q: 3 clusters Score -384973.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -384975.312500 Penalty: 2471.196533
	Iteration 83Q: 3 clusters Score -384975.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -384976.281250 Penalty: 2471.196533
	Iteration 84Q: 3 clusters Score -384976.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -384976.812500 Penalty: 2471.196533
	Iteration 85Q: 3 clusters Score -384976.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -384977.437500 Penalty: 2471.196533
	Iteration 86Q: 3 clusters Score -384977.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -384978.593750 Penalty: 2471.196533
	Iteration 87Q: 3 clusters Score -384978.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -384979.750000 Penalty: 2471.196533
	Iteration 88Q: 3 clusters Score -384979.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -384980.062500 Penalty: 2471.196533
	Iteration 89Q: 3 clusters Score -384980.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -384981.218750 Penalty: 2471.196533
	Iteration 90Q: 3 clusters Score -384981.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -384983.062500 Penalty: 2471.196533
	Iteration 91Q: 3 clusters Score -384983.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -384983.218750 Penalty: 2471.196533
	Iteration 92Q: 3 clusters Score -384983.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -384983.218750 Penalty: 2471.196533
	Iteration 93F: 3 clusters Score -384983.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -19918.179688 Penalty: 813.647339
	Iteration 0F: 2 clusters Score -19918.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -19372.021484 Penalty: 1627.294678
	Iteration 0F: 3 clusters Score -19372.02 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -19509.910156 Penalty: 1627.294678
	Iteration 1F: 3 clusters Score -19509.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -19545.761719 Penalty: 1627.294678
	Iteration 2Q: 3 clusters Score -19545.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -19577.240234 Penalty: 1627.294678
	Iteration 3Q: 3 clusters Score -19577.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -19586.068359 Penalty: 1627.294678
	Iteration 4Q: 3 clusters Score -19586.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -19586.068359 Penalty: 1627.294678
	Iteration 5F: 3 clusters Score -19586.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Entering Unmasked Estep 
Score: -155915.609375 Penalty: 1098.645142
	Iteration 0F: 2 clusters Score -155915.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -154268.390625 Penalty: 2197.290283
	Iteration 0F: 3 clusters Score -154268.4 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -154678.953125 Penalty: 2197.290283
	Iteration 1F: 3 clusters Score -154679 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -154788.593750 Penalty: 2197.290283
	Iteration 2F: 3 clusters Score -154788.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -154841.562500 Penalty: 2197.290283
	Iteration 3Q: 3 clusters Score -154841.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -154864.546875 Penalty: 2197.290283
	Iteration 4Q: 3 clusters Score -154864.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -154875.687500 Penalty: 2197.290283
	Iteration 5Q: 3 clusters Score -154875.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -154880.281250 Penalty: 2197.290283
	Iteration 6Q: 3 clusters Score -154880.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -154889.343750 Penalty: 2197.290283
	Iteration 7Q: 3 clusters Score -154889.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -154898.984375 Penalty: 2197.290283
	Iteration 8Q: 3 clusters Score -154899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -154902.968750 Penalty: 2197.290283
	Iteration 9Q: 3 clusters Score -154903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -154907.125000 Penalty: 2197.290283
	Iteration 10Q: 3 clusters Score -154907.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -154910.031250 Penalty: 2197.290283
	Iteration 11Q: 3 clusters Score -154910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -154911.109375 Penalty: 2197.290283
	Iteration 12Q: 3 clusters Score -154911.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -154911.109375 Penalty: 2197.290283
	Iteration 13F: 3 clusters Score -154911.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (4273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Entering Unmasked Estep 
Score: -408873.062500 Penalty: 1243.978638
	Iteration 0F: 2 clusters Score -408873.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -405625.937500 Penalty: 2487.957275
	Iteration 0F: 3 clusters Score -405625.9 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -406596.468750 Penalty: 2487.957275
	Iteration 1F: 3 clusters Score -406596.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -406824.750000 Penalty: 2487.957275
	Iteration 2F: 3 clusters Score -406824.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -406967.531250 Penalty: 2487.957275
	Iteration 3F: 3 clusters Score -406967.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -407060.125000 Penalty: 2487.957275
	Iteration 4Q: 3 clusters Score -407060.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -407138.093750 Penalty: 2487.957275
	Iteration 5Q: 3 clusters Score -407138.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -407205.656250 Penalty: 2487.957275
	Iteration 6Q: 3 clusters Score -407205.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -407280.750000 Penalty: 2487.957275
	Iteration 7Q: 3 clusters Score -407280.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -407360.250000 Penalty: 2487.957275
	Iteration 8Q: 3 clusters Score -407360.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -407429.968750 Penalty: 2487.957275
	Iteration 9Q: 3 clusters Score -407430 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -407501.937500 Penalty: 2487.957275
	Iteration 10Q: 3 clusters Score -407501.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -407569.968750 Penalty: 2487.957275
	Iteration 11Q: 3 clusters Score -407570 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -407650.187500 Penalty: 2487.957275
	Iteration 12Q: 3 clusters Score -407650.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -407720.906250 Penalty: 2487.957275
	Iteration 13Q: 3 clusters Score -407720.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -407810.531250 Penalty: 2487.957275
	Iteration 14Q: 3 clusters Score -407810.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -407899.312500 Penalty: 2487.957275
	Iteration 15Q: 3 clusters Score -407899.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -407975.593750 Penalty: 2487.957275
	Iteration 16Q: 3 clusters Score -407975.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -408054.875000 Penalty: 2487.957275
	Iteration 17Q: 3 clusters Score -408054.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -408127.687500 Penalty: 2487.957275
	Iteration 18Q: 3 clusters Score -408127.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -408195.468750 Penalty: 2487.957275
	Iteration 19Q: 3 clusters Score -408195.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -408241.656250 Penalty: 2487.957275
	Iteration 20F: 3 clusters Score -408241.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -408264.500000 Penalty: 2487.957275
	Iteration 21Q: 3 clusters Score -408264.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -408279.000000 Penalty: 2487.957275
	Iteration 22Q: 3 clusters Score -408279 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -408291.250000 Penalty: 2487.957275
	Iteration 23Q: 3 clusters Score -408291.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -408300.656250 Penalty: 2487.957275
	Iteration 24Q: 3 clusters Score -408300.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -408308.437500 Penalty: 2487.957275
	Iteration 25Q: 3 clusters Score -408308.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -408317.062500 Penalty: 2487.957275
	Iteration 26Q: 3 clusters Score -408317.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -408325.656250 Penalty: 2487.957275
	Iteration 27Q: 3 clusters Score -408325.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -408332.656250 Penalty: 2487.957275
	Iteration 28Q: 3 clusters Score -408332.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -408337.875000 Penalty: 2487.957275
	Iteration 29Q: 3 clusters Score -408337.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -408341.125000 Penalty: 2487.957275
	Iteration 30Q: 3 clusters Score -408341.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -408342.593750 Penalty: 2487.957275
	Iteration 31Q: 3 clusters Score -408342.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -408344.375000 Penalty: 2487.957275
	Iteration 32Q: 3 clusters Score -408344.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -408345.687500 Penalty: 2487.957275
	Iteration 33Q: 3 clusters Score -408345.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -408346.843750 Penalty: 2487.957275
	Iteration 34Q: 3 clusters Score -408346.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -408349.187500 Penalty: 2487.957275
	Iteration 35Q: 3 clusters Score -408349.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -408349.468750 Penalty: 2487.957275
	Iteration 36Q: 3 clusters Score -408349.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -408351.468750 Penalty: 2487.957275
	Iteration 37Q: 3 clusters Score -408351.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -408350.812500 Penalty: 2487.957275
	Iteration 38Q: 3 clusters Score -408350.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -408351.406250 Penalty: 2487.957275
	Iteration 39Q: 3 clusters Score -408351.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -408352.250000 Penalty: 2487.957275
	Iteration 40F: 3 clusters Score -408352.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -408353.093750 Penalty: 2487.957275
	Iteration 41Q: 3 clusters Score -408353.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -408354.593750 Penalty: 2487.957275
	Iteration 42Q: 3 clusters Score -408354.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -408356.250000 Penalty: 2487.957275
	Iteration 43Q: 3 clusters Score -408356.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -408356.375000 Penalty: 2487.957275
	Iteration 44Q: 3 clusters Score -408356.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -408357.906250 Penalty: 2487.957275
	Iteration 45Q: 3 clusters Score -408357.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -408358.031250 Penalty: 2487.957275
	Iteration 46Q: 3 clusters Score -408358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -408362.093750 Penalty: 2487.957275
	Iteration 47Q: 3 clusters Score -408362.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -408364.593750 Penalty: 2487.957275
	Iteration 48Q: 3 clusters Score -408364.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -408365.593750 Penalty: 2487.957275
	Iteration 49Q: 3 clusters Score -408365.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -408368.218750 Penalty: 2487.957275
	Iteration 50Q: 3 clusters Score -408368.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -408369.781250 Penalty: 2487.957275
	Iteration 51Q: 3 clusters Score -408369.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -408369.781250 Penalty: 2487.957275
	Iteration 52F: 3 clusters Score -408369.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Entering Unmasked Estep 
Score: -316838.812500 Penalty: 1210.408691
	Iteration 0F: 2 clusters Score -316838.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -314099.312500 Penalty: 2420.817383
	Iteration 0F: 3 clusters Score -314099.3 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -314836.843750 Penalty: 2420.817383
	Iteration 1F: 3 clusters Score -314836.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -315001.625000 Penalty: 2420.817383
	Iteration 2F: 3 clusters Score -315001.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -315105.156250 Penalty: 2420.817383
	Iteration 3Q: 3 clusters Score -315105.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -315182.062500 Penalty: 2420.817383
	Iteration 4Q: 3 clusters Score -315182.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -315247.468750 Penalty: 2420.817383
	Iteration 5Q: 3 clusters Score -315247.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -315304.125000 Penalty: 2420.817383
	Iteration 6Q: 3 clusters Score -315304.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -315355.343750 Penalty: 2420.817383
	Iteration 7Q: 3 clusters Score -315355.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -315393.625000 Penalty: 2420.817383
	Iteration 8Q: 3 clusters Score -315393.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -315428.718750 Penalty: 2420.817383
	Iteration 9Q: 3 clusters Score -315428.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -315451.687500 Penalty: 2420.817383
	Iteration 10Q: 3 clusters Score -315451.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -315472.500000 Penalty: 2420.817383
	Iteration 11Q: 3 clusters Score -315472.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -315494.750000 Penalty: 2420.817383
	Iteration 12Q: 3 clusters Score -315494.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -315517.187500 Penalty: 2420.817383
	Iteration 13Q: 3 clusters Score -315517.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -315536.187500 Penalty: 2420.817383
	Iteration 14Q: 3 clusters Score -315536.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -315550.093750 Penalty: 2420.817383
	Iteration 15Q: 3 clusters Score -315550.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -315568.156250 Penalty: 2420.817383
	Iteration 16Q: 3 clusters Score -315568.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -315593.312500 Penalty: 2420.817383
	Iteration 17Q: 3 clusters Score -315593.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -315616.718750 Penalty: 2420.817383
	Iteration 18Q: 3 clusters Score -315616.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -315638.593750 Penalty: 2420.817383
	Iteration 19Q: 3 clusters Score -315638.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -315672.343750 Penalty: 2420.817383
	Iteration 20F: 3 clusters Score -315672.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -315703.968750 Penalty: 2420.817383
	Iteration 21Q: 3 clusters Score -315704 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -315735.437500 Penalty: 2420.817383
	Iteration 22Q: 3 clusters Score -315735.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -315763.250000 Penalty: 2420.817383
	Iteration 23Q: 3 clusters Score -315763.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -315783.406250 Penalty: 2420.817383
	Iteration 24Q: 3 clusters Score -315783.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -315796.437500 Penalty: 2420.817383
	Iteration 25Q: 3 clusters Score -315796.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -315805.718750 Penalty: 2420.817383
	Iteration 26Q: 3 clusters Score -315805.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -315821.187500 Penalty: 2420.817383
	Iteration 27Q: 3 clusters Score -315821.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -315838.000000 Penalty: 2420.817383
	Iteration 28Q: 3 clusters Score -315838 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -315851.750000 Penalty: 2420.817383
	Iteration 29Q: 3 clusters Score -315851.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -315866.781250 Penalty: 2420.817383
	Iteration 30Q: 3 clusters Score -315866.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -315883.250000 Penalty: 2420.817383
	Iteration 31Q: 3 clusters Score -315883.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -315898.718750 Penalty: 2420.817383
	Iteration 32Q: 3 clusters Score -315898.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -315912.531250 Penalty: 2420.817383
	Iteration 33Q: 3 clusters Score -315912.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -315925.093750 Penalty: 2420.817383
	Iteration 34Q: 3 clusters Score -315925.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -315940.437500 Penalty: 2420.817383
	Iteration 35Q: 3 clusters Score -315940.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -315949.750000 Penalty: 2420.817383
	Iteration 36Q: 3 clusters Score -315949.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -315964.781250 Penalty: 2420.817383
	Iteration 37Q: 3 clusters Score -315964.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -315979.593750 Penalty: 2420.817383
	Iteration 38Q: 3 clusters Score -315979.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -315993.750000 Penalty: 2420.817383
	Iteration 39Q: 3 clusters Score -315993.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -316006.406250 Penalty: 2420.817383
	Iteration 40F: 3 clusters Score -316006.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -316009.875000 Penalty: 2420.817383
	Iteration 41Q: 3 clusters Score -316009.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -316016.062500 Penalty: 2420.817383
	Iteration 42Q: 3 clusters Score -316016.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -316022.687500 Penalty: 2420.817383
	Iteration 43Q: 3 clusters Score -316022.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -316030.593750 Penalty: 2420.817383
	Iteration 44Q: 3 clusters Score -316030.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -316039.062500 Penalty: 2420.817383
	Iteration 45Q: 3 clusters Score -316039.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -316051.468750 Penalty: 2420.817383
	Iteration 46Q: 3 clusters Score -316051.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -316059.343750 Penalty: 2420.817383
	Iteration 47Q: 3 clusters Score -316059.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -316065.812500 Penalty: 2420.817383
	Iteration 48Q: 3 clusters Score -316065.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -316070.312500 Penalty: 2420.817383
	Iteration 49Q: 3 clusters Score -316070.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -316073.406250 Penalty: 2420.817383
	Iteration 50Q: 3 clusters Score -316073.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -316074.687500 Penalty: 2420.817383
	Iteration 51Q: 3 clusters Score -316074.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -316077.218750 Penalty: 2420.817383
	Iteration 52Q: 3 clusters Score -316077.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -316078.750000 Penalty: 2420.817383
	Iteration 53Q: 3 clusters Score -316078.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -316078.968750 Penalty: 2420.817383
	Iteration 54Q: 3 clusters Score -316079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -316078.968750 Penalty: 2420.817383
	Iteration 55F: 3 clusters Score -316079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (34044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34044 members 
Entering Unmasked Estep 
Score: -3542853.000000 Penalty: 1552.788940
	Iteration 0F: 2 clusters Score -3542853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -3520669.500000 Penalty: 3105.577881
	Iteration 0F: 3 clusters Score -3520670 nChanged 15390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -3529375.250000 Penalty: 3105.577881
	Iteration 1F: 3 clusters Score -3529375 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -3530105.750000 Penalty: 3105.577881
	Iteration 2F: 3 clusters Score -3530106 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -3530914.500000 Penalty: 3105.577881
	Iteration 3F: 3 clusters Score -3530914 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -3531771.000000 Penalty: 3105.577881
	Iteration 4F: 3 clusters Score -3531771 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20143 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -3532691.500000 Penalty: 3105.577881
	Iteration 5F: 3 clusters Score -3532692 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -3533603.500000 Penalty: 3105.577881
	Iteration 6F: 3 clusters Score -3533604 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -3534451.250000 Penalty: 3105.577881
	Iteration 7Q: 3 clusters Score -3534451 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -3535279.500000 Penalty: 3105.577881
	Iteration 8Q: 3 clusters Score -3535280 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24504 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -3536096.750000 Penalty: 3105.577881
	Iteration 9Q: 3 clusters Score -3536097 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25709 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -3536901.750000 Penalty: 3105.577881
	Iteration 10Q: 3 clusters Score -3536902 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26866 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -3537701.250000 Penalty: 3105.577881
	Iteration 11Q: 3 clusters Score -3537701 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27929 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -3538429.250000 Penalty: 3105.577881
	Iteration 12Q: 3 clusters Score -3538429 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28875 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -3539094.500000 Penalty: 3105.577881
	Iteration 13Q: 3 clusters Score -3539094 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29686 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -3539633.750000 Penalty: 3105.577881
	Iteration 14Q: 3 clusters Score -3539634 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30358 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -3540040.500000 Penalty: 3105.577881
	Iteration 15Q: 3 clusters Score -3540040 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30866 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -3540344.250000 Penalty: 3105.577881
	Iteration 16Q: 3 clusters Score -3540344 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31276 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -3540567.750000 Penalty: 3105.577881
	Iteration 17Q: 3 clusters Score -3540568 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31643 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -3540769.500000 Penalty: 3105.577881
	Iteration 18Q: 3 clusters Score -3540770 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31951 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -3540934.750000 Penalty: 3105.577881
	Iteration 19Q: 3 clusters Score -3540935 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32170 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -3541043.500000 Penalty: 3105.577881
	Iteration 20F: 3 clusters Score -3541044 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32367 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -3541136.000000 Penalty: 3105.577881
	Iteration 21Q: 3 clusters Score -3541136 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32540 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -3541223.750000 Penalty: 3105.577881
	Iteration 22Q: 3 clusters Score -3541224 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32688 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -3541294.000000 Penalty: 3105.577881
	Iteration 23Q: 3 clusters Score -3541294 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32806 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -3541372.500000 Penalty: 3105.577881
	Iteration 24Q: 3 clusters Score -3541372 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32914 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -3541405.750000 Penalty: 3105.577881
	Iteration 25Q: 3 clusters Score -3541406 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -3541445.250000 Penalty: 3105.577881
	Iteration 26Q: 3 clusters Score -3541445 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33053 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -3541494.250000 Penalty: 3105.577881
	Iteration 27Q: 3 clusters Score -3541494 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33123 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -3541533.250000 Penalty: 3105.577881
	Iteration 28Q: 3 clusters Score -3541533 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33174 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -3541568.250000 Penalty: 3105.577881
	Iteration 29Q: 3 clusters Score -3541568 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33218 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -3541592.500000 Penalty: 3105.577881
	Iteration 30Q: 3 clusters Score -3541592 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33247 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -3541606.500000 Penalty: 3105.577881
	Iteration 31Q: 3 clusters Score -3541606 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33265 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3541622.750000 Penalty: 3105.577881
	Iteration 32Q: 3 clusters Score -3541623 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33279 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -3541630.250000 Penalty: 3105.577881
	Iteration 33Q: 3 clusters Score -3541630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33291 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -3541634.500000 Penalty: 3105.577881
	Iteration 34Q: 3 clusters Score -3541634 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33307 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -3541648.500000 Penalty: 3105.577881
	Iteration 35Q: 3 clusters Score -3541648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33317 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3541653.500000 Penalty: 3105.577881
	Iteration 36Q: 3 clusters Score -3541654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33328 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3541666.000000 Penalty: 3105.577881
	Iteration 37Q: 3 clusters Score -3541666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33332 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -3541665.000000 Penalty: 3105.577881
	Iteration 38Q: 3 clusters Score -3541665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33335 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -3541668.500000 Penalty: 3105.577881
	Iteration 39Q: 3 clusters Score -3541668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33339 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -3541666.000000 Penalty: 3105.577881
	Iteration 40F: 3 clusters Score -3541666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33345 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3541670.000000 Penalty: 3105.577881
	Iteration 41Q: 3 clusters Score -3541670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33350 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3541672.500000 Penalty: 3105.577881
	Iteration 42Q: 3 clusters Score -3541672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33354 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -3541673.750000 Penalty: 3105.577881
	Iteration 43Q: 3 clusters Score -3541674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33360 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3541676.000000 Penalty: 3105.577881
	Iteration 44Q: 3 clusters Score -3541676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33364 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3541674.000000 Penalty: 3105.577881
	Iteration 45Q: 3 clusters Score -3541674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33367 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -3541677.750000 Penalty: 3105.577881
	Iteration 46Q: 3 clusters Score -3541678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33370 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3541682.500000 Penalty: 3105.577881
	Iteration 47Q: 3 clusters Score -3541682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33371 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -3541681.250000 Penalty: 3105.577881
	Iteration 48Q: 3 clusters Score -3541681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33374 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3541678.000000 Penalty: 3105.577881
	Iteration 49Q: 3 clusters Score -3541678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33377 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -3541677.000000 Penalty: 3105.577881
	Iteration 50Q: 3 clusters Score -3541677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33379 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -3541681.750000 Penalty: 3105.577881
	Iteration 51Q: 3 clusters Score -3541682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33382 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -3541685.250000 Penalty: 3105.577881
	Iteration 52Q: 3 clusters Score -3541685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33384 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3541686.500000 Penalty: 3105.577881
	Iteration 53Q: 3 clusters Score -3541686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33384 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3541686.500000 Penalty: 3105.577881
	Iteration 54F: 3 clusters Score -3541686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (18024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Entering Unmasked Estep 
Score: -1891277.625000 Penalty: 1458.159546
	Iteration 0F: 2 clusters Score -1891278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1879483.000000 Penalty: 2916.319092
	Iteration 0F: 3 clusters Score -1879483 nChanged 7946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1883878.125000 Penalty: 2916.319092
	Iteration 1F: 3 clusters Score -1883878 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1884555.750000 Penalty: 2916.319092
	Iteration 2F: 3 clusters Score -1884556 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1885328.500000 Penalty: 2916.319092
	Iteration 3F: 3 clusters Score -1885328 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -1886139.625000 Penalty: 2916.319092
	Iteration 4F: 3 clusters Score -1886140 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1886876.000000 Penalty: 2916.319092
	Iteration 5F: 3 clusters Score -1886876 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -1887445.250000 Penalty: 2916.319092
	Iteration 6F: 3 clusters Score -1887445 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -1887846.375000 Penalty: 2916.319092
	Iteration 7Q: 3 clusters Score -1887846 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -1888095.250000 Penalty: 2916.319092
	Iteration 8Q: 3 clusters Score -1888095 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -1888265.625000 Penalty: 2916.319092
	Iteration 9Q: 3 clusters Score -1888266 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -1888421.875000 Penalty: 2916.319092
	Iteration 10Q: 3 clusters Score -1888422 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -1888523.125000 Penalty: 2916.319092
	Iteration 11Q: 3 clusters Score -1888523 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -1888613.125000 Penalty: 2916.319092
	Iteration 12Q: 3 clusters Score -1888613 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -1888696.500000 Penalty: 2916.319092
	Iteration 13Q: 3 clusters Score -1888696 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -1888785.125000 Penalty: 2916.319092
	Iteration 14Q: 3 clusters Score -1888785 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -1888884.750000 Penalty: 2916.319092
	Iteration 15Q: 3 clusters Score -1888885 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -1888994.375000 Penalty: 2916.319092
	Iteration 16Q: 3 clusters Score -1888994 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -1889083.000000 Penalty: 2916.319092
	Iteration 17Q: 3 clusters Score -1889083 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -1889166.125000 Penalty: 2916.319092
	Iteration 18Q: 3 clusters Score -1889166 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -1889226.500000 Penalty: 2916.319092
	Iteration 19Q: 3 clusters Score -1889226 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -1889277.125000 Penalty: 2916.319092
	Iteration 20F: 3 clusters Score -1889277 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -1889328.250000 Penalty: 2916.319092
	Iteration 21Q: 3 clusters Score -1889328 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -1889361.375000 Penalty: 2916.319092
	Iteration 22Q: 3 clusters Score -1889361 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -1889411.125000 Penalty: 2916.319092
	Iteration 23Q: 3 clusters Score -1889411 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -1889445.500000 Penalty: 2916.319092
	Iteration 24Q: 3 clusters Score -1889446 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -1889471.500000 Penalty: 2916.319092
	Iteration 25Q: 3 clusters Score -1889472 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -1889489.375000 Penalty: 2916.319092
	Iteration 26Q: 3 clusters Score -1889489 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -1889508.000000 Penalty: 2916.319092
	Iteration 27Q: 3 clusters Score -1889508 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -1889540.500000 Penalty: 2916.319092
	Iteration 28Q: 3 clusters Score -1889540 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -1889558.375000 Penalty: 2916.319092
	Iteration 29Q: 3 clusters Score -1889558 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -1889573.375000 Penalty: 2916.319092
	Iteration 30Q: 3 clusters Score -1889573 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -1889586.500000 Penalty: 2916.319092
	Iteration 31Q: 3 clusters Score -1889586 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -1889591.875000 Penalty: 2916.319092
	Iteration 32Q: 3 clusters Score -1889592 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -1889611.000000 Penalty: 2916.319092
	Iteration 33Q: 3 clusters Score -1889611 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -1889621.875000 Penalty: 2916.319092
	Iteration 34Q: 3 clusters Score -1889622 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -1889636.375000 Penalty: 2916.319092
	Iteration 35Q: 3 clusters Score -1889636 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -1889652.750000 Penalty: 2916.319092
	Iteration 36Q: 3 clusters Score -1889653 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -1889664.625000 Penalty: 2916.319092
	Iteration 37Q: 3 clusters Score -1889665 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -1889686.500000 Penalty: 2916.319092
	Iteration 38Q: 3 clusters Score -1889686 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -1889714.500000 Penalty: 2916.319092
	Iteration 39Q: 3 clusters Score -1889714 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -1889742.500000 Penalty: 2916.319092
	Iteration 40F: 3 clusters Score -1889742 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -1889759.750000 Penalty: 2916.319092
	Iteration 41Q: 3 clusters Score -1889760 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -1889780.750000 Penalty: 2916.319092
	Iteration 42Q: 3 clusters Score -1889781 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -1889802.875000 Penalty: 2916.319092
	Iteration 43Q: 3 clusters Score -1889803 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -1889825.125000 Penalty: 2916.319092
	Iteration 44Q: 3 clusters Score -1889825 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -1889836.500000 Penalty: 2916.319092
	Iteration 45Q: 3 clusters Score -1889836 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -1889852.375000 Penalty: 2916.319092
	Iteration 46Q: 3 clusters Score -1889852 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -1889862.375000 Penalty: 2916.319092
	Iteration 47Q: 3 clusters Score -1889862 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -1889881.000000 Penalty: 2916.319092
	Iteration 48Q: 3 clusters Score -1889881 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -1889895.375000 Penalty: 2916.319092
	Iteration 49Q: 3 clusters Score -1889895 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -1889907.625000 Penalty: 2916.319092
	Iteration 50Q: 3 clusters Score -1889908 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -1889914.750000 Penalty: 2916.319092
	Iteration 51Q: 3 clusters Score -1889915 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -1889925.500000 Penalty: 2916.319092
	Iteration 52Q: 3 clusters Score -1889926 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -1889935.625000 Penalty: 2916.319092
	Iteration 53Q: 3 clusters Score -1889936 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -1889936.750000 Penalty: 2916.319092
	Iteration 54Q: 3 clusters Score -1889937 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -1889944.000000 Penalty: 2916.319092
	Iteration 55Q: 3 clusters Score -1889944 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -1889948.125000 Penalty: 2916.319092
	Iteration 56Q: 3 clusters Score -1889948 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -1889958.625000 Penalty: 2916.319092
	Iteration 57Q: 3 clusters Score -1889959 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -1889970.750000 Penalty: 2916.319092
	Iteration 58Q: 3 clusters Score -1889971 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -1889988.000000 Penalty: 2916.319092
	Iteration 59Q: 3 clusters Score -1889988 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -1889996.375000 Penalty: 2916.319092
	Iteration 60F: 3 clusters Score -1889996 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -1890006.625000 Penalty: 2916.319092
	Iteration 61Q: 3 clusters Score -1890007 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -1890015.750000 Penalty: 2916.319092
	Iteration 62Q: 3 clusters Score -1890016 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -1890022.250000 Penalty: 2916.319092
	Iteration 63Q: 3 clusters Score -1890022 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -1890030.125000 Penalty: 2916.319092
	Iteration 64Q: 3 clusters Score -1890030 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -1890036.500000 Penalty: 2916.319092
	Iteration 65Q: 3 clusters Score -1890036 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -1890037.125000 Penalty: 2916.319092
	Iteration 66Q: 3 clusters Score -1890037 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -1890038.875000 Penalty: 2916.319092
	Iteration 67Q: 3 clusters Score -1890039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -1890045.000000 Penalty: 2916.319092
	Iteration 68Q: 3 clusters Score -1890045 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -1890052.750000 Penalty: 2916.319092
	Iteration 69Q: 3 clusters Score -1890053 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -1890051.500000 Penalty: 2916.319092
	Iteration 70Q: 3 clusters Score -1890052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -1890059.000000 Penalty: 2916.319092
	Iteration 71Q: 3 clusters Score -1890059 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -1890063.625000 Penalty: 2916.319092
	Iteration 72Q: 3 clusters Score -1890064 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -1890066.750000 Penalty: 2916.319092
	Iteration 73Q: 3 clusters Score -1890067 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -1890076.250000 Penalty: 2916.319092
	Iteration 74Q: 3 clusters Score -1890076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -1890078.875000 Penalty: 2916.319092
	Iteration 75Q: 3 clusters Score -1890079 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -1890082.875000 Penalty: 2916.319092
	Iteration 76Q: 3 clusters Score -1890083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -1890090.375000 Penalty: 2916.319092
	Iteration 77Q: 3 clusters Score -1890090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -1890098.875000 Penalty: 2916.319092
	Iteration 78Q: 3 clusters Score -1890099 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -1890098.000000 Penalty: 2916.319092
	Iteration 79Q: 3 clusters Score -1890098 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -1890108.250000 Penalty: 2916.319092
	Iteration 80F: 3 clusters Score -1890108 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -1890122.250000 Penalty: 2916.319092
	Iteration 81Q: 3 clusters Score -1890122 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -1890131.875000 Penalty: 2916.319092
	Iteration 82Q: 3 clusters Score -1890132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -1890131.250000 Penalty: 2916.319092
	Iteration 83Q: 3 clusters Score -1890131 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -1890135.250000 Penalty: 2916.319092
	Iteration 84Q: 3 clusters Score -1890135 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -1890140.500000 Penalty: 2916.319092
	Iteration 85Q: 3 clusters Score -1890140 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -1890151.125000 Penalty: 2916.319092
	Iteration 86Q: 3 clusters Score -1890151 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -1890154.250000 Penalty: 2916.319092
	Iteration 87Q: 3 clusters Score -1890154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -1890156.875000 Penalty: 2916.319092
	Iteration 88Q: 3 clusters Score -1890157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -1890158.750000 Penalty: 2916.319092
	Iteration 89Q: 3 clusters Score -1890159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -1890154.125000 Penalty: 2916.319092
	Iteration 90Q: 3 clusters Score -1890154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -1890159.125000 Penalty: 2916.319092
	Iteration 91Q: 3 clusters Score -1890159 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -1890161.750000 Penalty: 2916.319092
	Iteration 92Q: 3 clusters Score -1890162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -1890162.250000 Penalty: 2916.319092
	Iteration 93Q: 3 clusters Score -1890162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -1890160.375000 Penalty: 2916.319092
	Iteration 94Q: 3 clusters Score -1890160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -1890164.500000 Penalty: 2916.319092
	Iteration 95Q: 3 clusters Score -1890164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -1890160.750000 Penalty: 2916.319092
	Iteration 96Q: 3 clusters Score -1890161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -1890163.875000 Penalty: 2916.319092
	Iteration 97Q: 3 clusters Score -1890164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -1890167.250000 Penalty: 2916.319092
	Iteration 98Q: 3 clusters Score -1890167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1890168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -1890166.750000 Penalty: 2916.319092
	Iteration 100F: 3 clusters Score -1890167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -1890171.500000 Penalty: 2916.319092
	Iteration 101Q: 3 clusters Score -1890172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -1890171.125000 Penalty: 2916.319092
	Iteration 102Q: 3 clusters Score -1890171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -1890174.625000 Penalty: 2916.319092
	Iteration 103Q: 3 clusters Score -1890175 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -1890176.875000 Penalty: 2916.319092
	Iteration 104Q: 3 clusters Score -1890177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -1890184.375000 Penalty: 2916.319092
	Iteration 105Q: 3 clusters Score -1890184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -1890189.750000 Penalty: 2916.319092
	Iteration 106Q: 3 clusters Score -1890190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -1890193.500000 Penalty: 2916.319092
	Iteration 107Q: 3 clusters Score -1890194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -1890196.375000 Penalty: 2916.319092
	Iteration 108Q: 3 clusters Score -1890196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1890197 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -1890201.750000 Penalty: 2916.319092
	Iteration 110Q: 3 clusters Score -1890202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -1890211.750000 Penalty: 2916.319092
	Iteration 111Q: 3 clusters Score -1890212 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -1890211.250000 Penalty: 2916.319092
	Iteration 112Q: 3 clusters Score -1890211 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -1890215.500000 Penalty: 2916.319092
	Iteration 113Q: 3 clusters Score -1890216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -1890223.000000 Penalty: 2916.319092
	Iteration 114Q: 3 clusters Score -1890223 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -1890230.125000 Penalty: 2916.319092
	Iteration 115Q: 3 clusters Score -1890230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -1890234.375000 Penalty: 2916.319092
	Iteration 116Q: 3 clusters Score -1890234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -1890236.625000 Penalty: 2916.319092
	Iteration 117Q: 3 clusters Score -1890237 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -1890240.500000 Penalty: 2916.319092
	Iteration 118Q: 3 clusters Score -1890240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -1890242.500000 Penalty: 2916.319092
	Iteration 119Q: 3 clusters Score -1890242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -1890248.125000 Penalty: 2916.319092
	Iteration 120F: 3 clusters Score -1890248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -1890247.000000 Penalty: 2916.319092
	Iteration 121Q: 3 clusters Score -1890247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -1890255.125000 Penalty: 2916.319092
	Iteration 122Q: 3 clusters Score -1890255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -1890255.375000 Penalty: 2916.319092
	Iteration 123Q: 3 clusters Score -1890255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -1890259.375000 Penalty: 2916.319092
	Iteration 124Q: 3 clusters Score -1890259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -1890259.250000 Penalty: 2916.319092
	Iteration 125Q: 3 clusters Score -1890259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -1890262.000000 Penalty: 2916.319092
	Iteration 126Q: 3 clusters Score -1890262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -1890269.000000 Penalty: 2916.319092
	Iteration 127Q: 3 clusters Score -1890269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -1890266.000000 Penalty: 2916.319092
	Iteration 128Q: 3 clusters Score -1890266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -1890271.750000 Penalty: 2916.319092
	Iteration 129Q: 3 clusters Score -1890272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -1890273.125000 Penalty: 2916.319092
	Iteration 130Q: 3 clusters Score -1890273 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -1890273.625000 Penalty: 2916.319092
	Iteration 131Q: 3 clusters Score -1890274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -1890279.500000 Penalty: 2916.319092
	Iteration 132Q: 3 clusters Score -1890280 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -1890286.750000 Penalty: 2916.319092
	Iteration 133Q: 3 clusters Score -1890287 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -1890295.000000 Penalty: 2916.319092
	Iteration 134Q: 3 clusters Score -1890295 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -1890300.250000 Penalty: 2916.319092
	Iteration 135Q: 3 clusters Score -1890300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -1890305.125000 Penalty: 2916.319092
	Iteration 136Q: 3 clusters Score -1890305 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -1890311.625000 Penalty: 2916.319092
	Iteration 137Q: 3 clusters Score -1890312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -1890322.500000 Penalty: 2916.319092
	Iteration 138Q: 3 clusters Score -1890322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -1890326.125000 Penalty: 2916.319092
	Iteration 139Q: 3 clusters Score -1890326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -1890329.250000 Penalty: 2916.319092
	Iteration 140F: 3 clusters Score -1890329 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -1890336.875000 Penalty: 2916.319092
	Iteration 141Q: 3 clusters Score -1890337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -1890338.875000 Penalty: 2916.319092
	Iteration 142Q: 3 clusters Score -1890339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -1890343.000000 Penalty: 2916.319092
	Iteration 143Q: 3 clusters Score -1890343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -1890344.375000 Penalty: 2916.319092
	Iteration 144Q: 3 clusters Score -1890344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -1890349.750000 Penalty: 2916.319092
	Iteration 145Q: 3 clusters Score -1890350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -1890351.375000 Penalty: 2916.319092
	Iteration 146Q: 3 clusters Score -1890351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -1890354.250000 Penalty: 2916.319092
	Iteration 147Q: 3 clusters Score -1890354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -1890355.375000 Penalty: 2916.319092
	Iteration 148Q: 3 clusters Score -1890355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -1890351.375000 Penalty: 2916.319092
	Iteration 149Q: 3 clusters Score -1890351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -1890354.000000 Penalty: 2916.319092
	Iteration 150Q: 3 clusters Score -1890354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -1890354.875000 Penalty: 2916.319092
	Iteration 151Q: 3 clusters Score -1890355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -1890360.125000 Penalty: 2916.319092
	Iteration 152Q: 3 clusters Score -1890360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -1890361.875000 Penalty: 2916.319092
	Iteration 153Q: 3 clusters Score -1890362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -1890365.000000 Penalty: 2916.319092
	Iteration 154Q: 3 clusters Score -1890365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -1890366.625000 Penalty: 2916.319092
	Iteration 155Q: 3 clusters Score -1890367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -1890366.625000 Penalty: 2916.319092
	Iteration 156Q: 3 clusters Score -1890367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -1890368.875000 Penalty: 2916.319092
	Iteration 157Q: 3 clusters Score -1890369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -1890367.250000 Penalty: 2916.319092
	Iteration 158Q: 3 clusters Score -1890367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -1890373.000000 Penalty: 2916.319092
	Iteration 159Q: 3 clusters Score -1890373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -1890374.500000 Penalty: 2916.319092
	Iteration 160F: 3 clusters Score -1890374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -1890377.000000 Penalty: 2916.319092
	Iteration 161Q: 3 clusters Score -1890377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -1890380.125000 Penalty: 2916.319092
	Iteration 162Q: 3 clusters Score -1890380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -1890383.250000 Penalty: 2916.319092
	Iteration 163Q: 3 clusters Score -1890383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -1890383.375000 Penalty: 2916.319092
	Iteration 164Q: 3 clusters Score -1890383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -1890383.250000 Penalty: 2916.319092
	Iteration 165Q: 3 clusters Score -1890383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -1890383.250000 Penalty: 2916.319092
	Iteration 166Q: 3 clusters Score -1890383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -1890384.625000 Penalty: 2916.319092
	Iteration 167Q: 3 clusters Score -1890385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -1890385.375000 Penalty: 2916.319092
	Iteration 168Q: 3 clusters Score -1890385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -1890388.250000 Penalty: 2916.319092
	Iteration 169Q: 3 clusters Score -1890388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -1890388.250000 Penalty: 2916.319092
	Iteration 170F: 3 clusters Score -1890388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (15633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Entering Unmasked Estep 
Score: -1634627.625000 Penalty: 1436.982422
	Iteration 0F: 2 clusters Score -1634628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1624327.250000 Penalty: 2873.964844
	Iteration 0F: 3 clusters Score -1624327 nChanged 6810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1627963.875000 Penalty: 2873.964844
	Iteration 1F: 3 clusters Score -1627964 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1628466.625000 Penalty: 2873.964844
	Iteration 2F: 3 clusters Score -1628467 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1628967.125000 Penalty: 2873.964844
	Iteration 3F: 3 clusters Score -1628967 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1629497.750000 Penalty: 2873.964844
	Iteration 4F: 3 clusters Score -1629498 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1630099.125000 Penalty: 2873.964844
	Iteration 5F: 3 clusters Score -1630099 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1630695.125000 Penalty: 2873.964844
	Iteration 6F: 3 clusters Score -1630695 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1631243.250000 Penalty: 2873.964844
	Iteration 7F: 3 clusters Score -1631243 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1631715.750000 Penalty: 2873.964844
	Iteration 8Q: 3 clusters Score -1631716 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1632110.625000 Penalty: 2873.964844
	Iteration 9Q: 3 clusters Score -1632111 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1632416.000000 Penalty: 2873.964844
	Iteration 10Q: 3 clusters Score -1632416 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1632649.125000 Penalty: 2873.964844
	Iteration 11Q: 3 clusters Score -1632649 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1632829.375000 Penalty: 2873.964844
	Iteration 12Q: 3 clusters Score -1632829 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1632964.250000 Penalty: 2873.964844
	Iteration 13Q: 3 clusters Score -1632964 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1633095.375000 Penalty: 2873.964844
	Iteration 14Q: 3 clusters Score -1633095 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1633194.000000 Penalty: 2873.964844
	Iteration 15Q: 3 clusters Score -1633194 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1633265.375000 Penalty: 2873.964844
	Iteration 16Q: 3 clusters Score -1633265 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1633322.875000 Penalty: 2873.964844
	Iteration 17Q: 3 clusters Score -1633323 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1633360.000000 Penalty: 2873.964844
	Iteration 18Q: 3 clusters Score -1633360 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1633393.625000 Penalty: 2873.964844
	Iteration 19Q: 3 clusters Score -1633394 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1633413.875000 Penalty: 2873.964844
	Iteration 20F: 3 clusters Score -1633414 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1633429.750000 Penalty: 2873.964844
	Iteration 21Q: 3 clusters Score -1633430 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1633450.250000 Penalty: 2873.964844
	Iteration 22Q: 3 clusters Score -1633450 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1633461.625000 Penalty: 2873.964844
	Iteration 23Q: 3 clusters Score -1633462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1633469.500000 Penalty: 2873.964844
	Iteration 24Q: 3 clusters Score -1633470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1633476.625000 Penalty: 2873.964844
	Iteration 25Q: 3 clusters Score -1633477 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1633487.750000 Penalty: 2873.964844
	Iteration 26Q: 3 clusters Score -1633488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1633495.000000 Penalty: 2873.964844
	Iteration 27Q: 3 clusters Score -1633495 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1633502.250000 Penalty: 2873.964844
	Iteration 28Q: 3 clusters Score -1633502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1633511.500000 Penalty: 2873.964844
	Iteration 29Q: 3 clusters Score -1633512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1633516.875000 Penalty: 2873.964844
	Iteration 30Q: 3 clusters Score -1633517 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1633528.000000 Penalty: 2873.964844
	Iteration 31Q: 3 clusters Score -1633528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1633530.250000 Penalty: 2873.964844
	Iteration 32Q: 3 clusters Score -1633530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1633531.500000 Penalty: 2873.964844
	Iteration 33Q: 3 clusters Score -1633532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1633531.875000 Penalty: 2873.964844
	Iteration 34Q: 3 clusters Score -1633532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1633536.125000 Penalty: 2873.964844
	Iteration 35Q: 3 clusters Score -1633536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1633533.000000 Penalty: 2873.964844
	Iteration 36Q: 3 clusters Score -1633533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1633537.375000 Penalty: 2873.964844
	Iteration 37Q: 3 clusters Score -1633537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1633539.375000 Penalty: 2873.964844
	Iteration 38Q: 3 clusters Score -1633539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1633539.000000 Penalty: 2873.964844
	Iteration 39Q: 3 clusters Score -1633539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1633541.500000 Penalty: 2873.964844
	Iteration 40F: 3 clusters Score -1633542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1633543.125000 Penalty: 2873.964844
	Iteration 41Q: 3 clusters Score -1633543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1633543.125000 Penalty: 2873.964844
	Iteration 42F: 3 clusters Score -1633543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Entering Unmasked Estep 
Score: -301327.031250 Penalty: 1186.610596
	Iteration 0F: 2 clusters Score -301327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -298925.718750 Penalty: 2373.221191
	Iteration 0F: 3 clusters Score -298925.7 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -299480.125000 Penalty: 2373.221191
	Iteration 1F: 3 clusters Score -299480.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -299645.468750 Penalty: 2373.221191
	Iteration 2F: 3 clusters Score -299645.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -299748.843750 Penalty: 2373.221191
	Iteration 3Q: 3 clusters Score -299748.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -299814.843750 Penalty: 2373.221191
	Iteration 4Q: 3 clusters Score -299814.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -299866.218750 Penalty: 2373.221191
	Iteration 5Q: 3 clusters Score -299866.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -299909.968750 Penalty: 2373.221191
	Iteration 6Q: 3 clusters Score -299910 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -299946.968750 Penalty: 2373.221191
	Iteration 7Q: 3 clusters Score -299947 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -299979.093750 Penalty: 2373.221191
	Iteration 8Q: 3 clusters Score -299979.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -300002.468750 Penalty: 2373.221191
	Iteration 9Q: 3 clusters Score -300002.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -300023.343750 Penalty: 2373.221191
	Iteration 10Q: 3 clusters Score -300023.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -300042.281250 Penalty: 2373.221191
	Iteration 11Q: 3 clusters Score -300042.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -300060.718750 Penalty: 2373.221191
	Iteration 12Q: 3 clusters Score -300060.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -300075.218750 Penalty: 2373.221191
	Iteration 13Q: 3 clusters Score -300075.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -300087.875000 Penalty: 2373.221191
	Iteration 14Q: 3 clusters Score -300087.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -300098.968750 Penalty: 2373.221191
	Iteration 15Q: 3 clusters Score -300099 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -300108.500000 Penalty: 2373.221191
	Iteration 16Q: 3 clusters Score -300108.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -300120.625000 Penalty: 2373.221191
	Iteration 17Q: 3 clusters Score -300120.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -300131.500000 Penalty: 2373.221191
	Iteration 18Q: 3 clusters Score -300131.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -300138.281250 Penalty: 2373.221191
	Iteration 19Q: 3 clusters Score -300138.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -300144.781250 Penalty: 2373.221191
	Iteration 20F: 3 clusters Score -300144.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -300153.375000 Penalty: 2373.221191
	Iteration 21Q: 3 clusters Score -300153.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -300160.687500 Penalty: 2373.221191
	Iteration 22Q: 3 clusters Score -300160.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -300166.562500 Penalty: 2373.221191
	Iteration 23Q: 3 clusters Score -300166.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -300170.562500 Penalty: 2373.221191
	Iteration 24Q: 3 clusters Score -300170.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -300173.062500 Penalty: 2373.221191
	Iteration 25Q: 3 clusters Score -300173.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -300177.250000 Penalty: 2373.221191
	Iteration 26Q: 3 clusters Score -300177.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -300180.687500 Penalty: 2373.221191
	Iteration 27Q: 3 clusters Score -300180.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -300185.718750 Penalty: 2373.221191
	Iteration 28Q: 3 clusters Score -300185.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -300191.062500 Penalty: 2373.221191
	Iteration 29Q: 3 clusters Score -300191.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -300196.687500 Penalty: 2373.221191
	Iteration 30Q: 3 clusters Score -300196.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -300204.843750 Penalty: 2373.221191
	Iteration 31Q: 3 clusters Score -300204.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -300213.375000 Penalty: 2373.221191
	Iteration 32Q: 3 clusters Score -300213.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -300221.093750 Penalty: 2373.221191
	Iteration 33Q: 3 clusters Score -300221.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -300226.218750 Penalty: 2373.221191
	Iteration 34Q: 3 clusters Score -300226.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -300233.593750 Penalty: 2373.221191
	Iteration 35Q: 3 clusters Score -300233.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -300240.250000 Penalty: 2373.221191
	Iteration 36Q: 3 clusters Score -300240.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -300245.406250 Penalty: 2373.221191
	Iteration 37Q: 3 clusters Score -300245.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -300247.812500 Penalty: 2373.221191
	Iteration 38Q: 3 clusters Score -300247.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -300248.812500 Penalty: 2373.221191
	Iteration 39Q: 3 clusters Score -300248.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -300250.812500 Penalty: 2373.221191
	Iteration 40F: 3 clusters Score -300250.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -300253.375000 Penalty: 2373.221191
	Iteration 41Q: 3 clusters Score -300253.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -300258.062500 Penalty: 2373.221191
	Iteration 42Q: 3 clusters Score -300258.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -300263.750000 Penalty: 2373.221191
	Iteration 43Q: 3 clusters Score -300263.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -300267.375000 Penalty: 2373.221191
	Iteration 44Q: 3 clusters Score -300267.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -300270.343750 Penalty: 2373.221191
	Iteration 45Q: 3 clusters Score -300270.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -300277.343750 Penalty: 2373.221191
	Iteration 46Q: 3 clusters Score -300277.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -300283.843750 Penalty: 2373.221191
	Iteration 47Q: 3 clusters Score -300283.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -300289.781250 Penalty: 2373.221191
	Iteration 48Q: 3 clusters Score -300289.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -300294.875000 Penalty: 2373.221191
	Iteration 49Q: 3 clusters Score -300294.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -300299.625000 Penalty: 2373.221191
	Iteration 50Q: 3 clusters Score -300299.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -300303.468750 Penalty: 2373.221191
	Iteration 51Q: 3 clusters Score -300303.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -300308.312500 Penalty: 2373.221191
	Iteration 52Q: 3 clusters Score -300308.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -300312.875000 Penalty: 2373.221191
	Iteration 53Q: 3 clusters Score -300312.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -300319.812500 Penalty: 2373.221191
	Iteration 54Q: 3 clusters Score -300319.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -300324.656250 Penalty: 2373.221191
	Iteration 55Q: 3 clusters Score -300324.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -300330.781250 Penalty: 2373.221191
	Iteration 56Q: 3 clusters Score -300330.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -300336.343750 Penalty: 2373.221191
	Iteration 57Q: 3 clusters Score -300336.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -300343.468750 Penalty: 2373.221191
	Iteration 58Q: 3 clusters Score -300343.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -300348.593750 Penalty: 2373.221191
	Iteration 59Q: 3 clusters Score -300348.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -300353.250000 Penalty: 2373.221191
	Iteration 60F: 3 clusters Score -300353.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -300357.656250 Penalty: 2373.221191
	Iteration 61Q: 3 clusters Score -300357.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -300360.125000 Penalty: 2373.221191
	Iteration 62Q: 3 clusters Score -300360.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -300365.000000 Penalty: 2373.221191
	Iteration 63Q: 3 clusters Score -300365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -300368.093750 Penalty: 2373.221191
	Iteration 64Q: 3 clusters Score -300368.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -300368.781250 Penalty: 2373.221191
	Iteration 65Q: 3 clusters Score -300368.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -300368.781250 Penalty: 2373.221191
	Iteration 66Q: 3 clusters Score -300368.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -300370.000000 Penalty: 2373.221191
	Iteration 67Q: 3 clusters Score -300370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -300370.218750 Penalty: 2373.221191
	Iteration 68Q: 3 clusters Score -300370.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -300370.218750 Penalty: 2373.221191
	Iteration 69F: 3 clusters Score -300370.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Entering Unmasked Estep 
Score: -224546.812500 Penalty: 1161.151123
	Iteration 0F: 2 clusters Score -224546.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -222403.484375 Penalty: 2322.302246
	Iteration 0F: 3 clusters Score -222403.5 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -223024.531250 Penalty: 2322.302246
	Iteration 1F: 3 clusters Score -223024.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -223248.718750 Penalty: 2322.302246
	Iteration 2F: 3 clusters Score -223248.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -223392.140625 Penalty: 2322.302246
	Iteration 3F: 3 clusters Score -223392.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -223479.296875 Penalty: 2322.302246
	Iteration 4Q: 3 clusters Score -223479.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -223550.328125 Penalty: 2322.302246
	Iteration 5Q: 3 clusters Score -223550.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -223605.328125 Penalty: 2322.302246
	Iteration 6Q: 3 clusters Score -223605.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -223650.906250 Penalty: 2322.302246
	Iteration 7Q: 3 clusters Score -223650.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -223698.921875 Penalty: 2322.302246
	Iteration 8Q: 3 clusters Score -223698.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -223746.937500 Penalty: 2322.302246
	Iteration 9Q: 3 clusters Score -223746.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -223798.781250 Penalty: 2322.302246
	Iteration 10Q: 3 clusters Score -223798.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -223860.750000 Penalty: 2322.302246
	Iteration 11Q: 3 clusters Score -223860.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -223912.437500 Penalty: 2322.302246
	Iteration 12Q: 3 clusters Score -223912.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -223946.750000 Penalty: 2322.302246
	Iteration 13Q: 3 clusters Score -223946.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -223968.937500 Penalty: 2322.302246
	Iteration 14Q: 3 clusters Score -223968.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -223987.640625 Penalty: 2322.302246
	Iteration 15Q: 3 clusters Score -223987.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -223999.406250 Penalty: 2322.302246
	Iteration 16Q: 3 clusters Score -223999.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -224008.000000 Penalty: 2322.302246
	Iteration 17Q: 3 clusters Score -224008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -224014.843750 Penalty: 2322.302246
	Iteration 18Q: 3 clusters Score -224014.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -224023.843750 Penalty: 2322.302246
	Iteration 19Q: 3 clusters Score -224023.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -224028.750000 Penalty: 2322.302246
	Iteration 20F: 3 clusters Score -224028.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -224034.156250 Penalty: 2322.302246
	Iteration 21Q: 3 clusters Score -224034.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -224037.890625 Penalty: 2322.302246
	Iteration 22Q: 3 clusters Score -224037.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -224040.906250 Penalty: 2322.302246
	Iteration 23Q: 3 clusters Score -224040.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -224041.671875 Penalty: 2322.302246
	Iteration 24Q: 3 clusters Score -224041.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -224041.671875 Penalty: 2322.302246
	Iteration 25F: 3 clusters Score -224041.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (5089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Entering Unmasked Estep 
Score: -531465.562500 Penalty: 1269.983765
	Iteration 0F: 2 clusters Score -531465.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -527767.437500 Penalty: 2539.967529
	Iteration 0F: 3 clusters Score -527767.4 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -529005.500000 Penalty: 2539.967529
	Iteration 1F: 3 clusters Score -529005.5 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -529275.000000 Penalty: 2539.967529
	Iteration 2F: 3 clusters Score -529275 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -529435.937500 Penalty: 2539.967529
	Iteration 3F: 3 clusters Score -529435.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -529574.250000 Penalty: 2539.967529
	Iteration 4Q: 3 clusters Score -529574.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -529680.375000 Penalty: 2539.967529
	Iteration 5Q: 3 clusters Score -529680.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -529753.312500 Penalty: 2539.967529
	Iteration 6Q: 3 clusters Score -529753.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -529809.875000 Penalty: 2539.967529
	Iteration 7Q: 3 clusters Score -529809.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -529857.937500 Penalty: 2539.967529
	Iteration 8Q: 3 clusters Score -529857.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -529903.687500 Penalty: 2539.967529
	Iteration 9Q: 3 clusters Score -529903.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -529941.500000 Penalty: 2539.967529
	Iteration 10Q: 3 clusters Score -529941.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -529971.312500 Penalty: 2539.967529
	Iteration 11Q: 3 clusters Score -529971.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -529988.187500 Penalty: 2539.967529
	Iteration 12Q: 3 clusters Score -529988.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -530003.562500 Penalty: 2539.967529
	Iteration 13Q: 3 clusters Score -530003.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -530017.312500 Penalty: 2539.967529
	Iteration 14Q: 3 clusters Score -530017.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -530026.937500 Penalty: 2539.967529
	Iteration 15Q: 3 clusters Score -530026.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -530035.500000 Penalty: 2539.967529
	Iteration 16Q: 3 clusters Score -530035.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -530039.312500 Penalty: 2539.967529
	Iteration 17Q: 3 clusters Score -530039.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -530044.812500 Penalty: 2539.967529
	Iteration 18Q: 3 clusters Score -530044.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -530047.250000 Penalty: 2539.967529
	Iteration 19Q: 3 clusters Score -530047.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -530049.500000 Penalty: 2539.967529
	Iteration 20F: 3 clusters Score -530049.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -530053.000000 Penalty: 2539.967529
	Iteration 21Q: 3 clusters Score -530053 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -530057.687500 Penalty: 2539.967529
	Iteration 22Q: 3 clusters Score -530057.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -530063.312500 Penalty: 2539.967529
	Iteration 23Q: 3 clusters Score -530063.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -530068.875000 Penalty: 2539.967529
	Iteration 24Q: 3 clusters Score -530068.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -530070.625000 Penalty: 2539.967529
	Iteration 25Q: 3 clusters Score -530070.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -530071.312500 Penalty: 2539.967529
	Iteration 26Q: 3 clusters Score -530071.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -530071.375000 Penalty: 2539.967529
	Iteration 27Q: 3 clusters Score -530071.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -530071.375000 Penalty: 2539.967529
	Iteration 28F: 3 clusters Score -530071.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (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: -171043.921875 Penalty: 1126.481934
	Iteration 0F: 2 clusters Score -171043.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -169235.953125 Penalty: 2252.963867
	Iteration 0F: 3 clusters Score -169236 nChanged 601
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: -169747.796875 Penalty: 2252.963867
	Iteration 1F: 3 clusters Score -169747.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -169928.531250 Penalty: 2252.963867
	Iteration 2F: 3 clusters Score -169928.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -170034.968750 Penalty: 2252.963867
	Iteration 3F: 3 clusters Score -170035 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -170098.171875 Penalty: 2252.963867
	Iteration 4Q: 3 clusters Score -170098.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -170145.265625 Penalty: 2252.963867
	Iteration 5Q: 3 clusters Score -170145.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -170187.421875 Penalty: 2252.963867
	Iteration 6Q: 3 clusters Score -170187.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -170221.390625 Penalty: 2252.963867
	Iteration 7Q: 3 clusters Score -170221.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -170248.750000 Penalty: 2252.963867
	Iteration 8Q: 3 clusters Score -170248.8 nChanged 25
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: -170277.640625 Penalty: 2252.963867
	Iteration 9Q: 3 clusters Score -170277.6 nChanged 26
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: -170299.062500 Penalty: 2252.963867
	Iteration 10Q: 3 clusters Score -170299.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -170321.750000 Penalty: 2252.963867
	Iteration 11Q: 3 clusters Score -170321.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -170339.546875 Penalty: 2252.963867
	Iteration 12Q: 3 clusters Score -170339.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -170356.390625 Penalty: 2252.963867
	Iteration 13Q: 3 clusters Score -170356.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -170363.656250 Penalty: 2252.963867
	Iteration 14Q: 3 clusters Score -170363.7 nChanged 10
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: -170370.062500 Penalty: 2252.963867
	Iteration 15Q: 3 clusters Score -170370.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -170372.343750 Penalty: 2252.963867
	Iteration 16Q: 3 clusters Score -170372.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -170372.343750 Penalty: 2252.963867
	Iteration 17F: 3 clusters Score -170372.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Entering Unmasked Estep 
Score: -146140.156250 Penalty: 1065.995239
	Iteration 0F: 2 clusters Score -146140.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -144710.125000 Penalty: 2131.990479
	Iteration 0F: 3 clusters Score -144710.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -145064.296875 Penalty: 2131.990479
	Iteration 1F: 3 clusters Score -145064.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -145173.640625 Penalty: 2131.990479
	Iteration 2F: 3 clusters Score -145173.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -145229.875000 Penalty: 2131.990479
	Iteration 3Q: 3 clusters Score -145229.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -145266.625000 Penalty: 2131.990479
	Iteration 4Q: 3 clusters Score -145266.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -145288.796875 Penalty: 2131.990479
	Iteration 5Q: 3 clusters Score -145288.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -145299.984375 Penalty: 2131.990479
	Iteration 6Q: 3 clusters Score -145300 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -145318.484375 Penalty: 2131.990479
	Iteration 7Q: 3 clusters Score -145318.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -145333.984375 Penalty: 2131.990479
	Iteration 8Q: 3 clusters Score -145334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -145342.781250 Penalty: 2131.990479
	Iteration 9Q: 3 clusters Score -145342.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -145351.812500 Penalty: 2131.990479
	Iteration 10Q: 3 clusters Score -145351.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -145356.734375 Penalty: 2131.990479
	Iteration 11Q: 3 clusters Score -145356.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -145362.359375 Penalty: 2131.990479
	Iteration 12Q: 3 clusters Score -145362.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -145367.000000 Penalty: 2131.990479
	Iteration 13Q: 3 clusters Score -145367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -145368.125000 Penalty: 2131.990479
	Iteration 14Q: 3 clusters Score -145368.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -145369.515625 Penalty: 2131.990479
	Iteration 15Q: 3 clusters Score -145369.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -145369.906250 Penalty: 2131.990479
	Iteration 16Q: 3 clusters Score -145369.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -145369.906250 Penalty: 2131.990479
	Iteration 17F: 3 clusters Score -145369.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (11679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Entering Unmasked Estep 
Score: -1128734.250000 Penalty: 1393.593506
	Iteration 0F: 2 clusters Score -1128734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1121002.125000 Penalty: 2787.187012
	Iteration 0F: 3 clusters Score -1121002 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1123535.875000 Penalty: 2787.187012
	Iteration 1F: 3 clusters Score -1123536 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1123855.375000 Penalty: 2787.187012
	Iteration 2F: 3 clusters Score -1123855 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1124078.000000 Penalty: 2787.187012
	Iteration 3Q: 3 clusters Score -1124078 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1124267.875000 Penalty: 2787.187012
	Iteration 4Q: 3 clusters Score -1124268 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1124430.875000 Penalty: 2787.187012
	Iteration 5Q: 3 clusters Score -1124431 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1124567.875000 Penalty: 2787.187012
	Iteration 6Q: 3 clusters Score -1124568 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1124685.250000 Penalty: 2787.187012
	Iteration 7Q: 3 clusters Score -1124685 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1124827.500000 Penalty: 2787.187012
	Iteration 8Q: 3 clusters Score -1124828 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1124992.375000 Penalty: 2787.187012
	Iteration 9Q: 3 clusters Score -1124992 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1125180.750000 Penalty: 2787.187012
	Iteration 10Q: 3 clusters Score -1125181 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1125427.125000 Penalty: 2787.187012
	Iteration 11Q: 3 clusters Score -1125427 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1125720.125000 Penalty: 2787.187012
	Iteration 12Q: 3 clusters Score -1125720 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1126042.625000 Penalty: 2787.187012
	Iteration 13Q: 3 clusters Score -1126043 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1126417.750000 Penalty: 2787.187012
	Iteration 14Q: 3 clusters Score -1126418 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1126786.750000 Penalty: 2787.187012
	Iteration 15Q: 3 clusters Score -1126787 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1127105.500000 Penalty: 2787.187012
	Iteration 16Q: 3 clusters Score -1127106 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1127338.875000 Penalty: 2787.187012
	Iteration 17Q: 3 clusters Score -1127339 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1127486.750000 Penalty: 2787.187012
	Iteration 18Q: 3 clusters Score -1127487 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1127589.625000 Penalty: 2787.187012
	Iteration 19Q: 3 clusters Score -1127590 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1127658.250000 Penalty: 2787.187012
	Iteration 20F: 3 clusters Score -1127658 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1127692.875000 Penalty: 2787.187012
	Iteration 21Q: 3 clusters Score -1127693 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1127712.500000 Penalty: 2787.187012
	Iteration 22Q: 3 clusters Score -1127712 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1127728.375000 Penalty: 2787.187012
	Iteration 23Q: 3 clusters Score -1127728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1127739.250000 Penalty: 2787.187012
	Iteration 24Q: 3 clusters Score -1127739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1127746.375000 Penalty: 2787.187012
	Iteration 25Q: 3 clusters Score -1127746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1127749.750000 Penalty: 2787.187012
	Iteration 26Q: 3 clusters Score -1127750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1127750.375000 Penalty: 2787.187012
	Iteration 27Q: 3 clusters Score -1127750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1127750.875000 Penalty: 2787.187012
	Iteration 28Q: 3 clusters Score -1127751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1127753.000000 Penalty: 2787.187012
	Iteration 29Q: 3 clusters Score -1127753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1127753.000000 Penalty: 2787.187012
	Iteration 30F: 3 clusters Score -1127753 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (1769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Entering Unmasked Estep 
Score: -166141.140625 Penalty: 1112.751709
	Iteration 0F: 2 clusters Score -166141.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -164398.875000 Penalty: 2225.503418
	Iteration 0F: 3 clusters Score -164398.9 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -164834.125000 Penalty: 2225.503418
	Iteration 1F: 3 clusters Score -164834.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -164946.203125 Penalty: 2225.503418
	Iteration 2F: 3 clusters Score -164946.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -164994.140625 Penalty: 2225.503418
	Iteration 3Q: 3 clusters Score -164994.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -165015.906250 Penalty: 2225.503418
	Iteration 4Q: 3 clusters Score -165015.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -165041.421875 Penalty: 2225.503418
	Iteration 5Q: 3 clusters Score -165041.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -165060.312500 Penalty: 2225.503418
	Iteration 6Q: 3 clusters Score -165060.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -165079.328125 Penalty: 2225.503418
	Iteration 7Q: 3 clusters Score -165079.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -165088.031250 Penalty: 2225.503418
	Iteration 8Q: 3 clusters Score -165088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -165094.765625 Penalty: 2225.503418
	Iteration 9Q: 3 clusters Score -165094.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -165097.890625 Penalty: 2225.503418
	Iteration 10Q: 3 clusters Score -165097.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -165102.468750 Penalty: 2225.503418
	Iteration 11Q: 3 clusters Score -165102.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -165106.578125 Penalty: 2225.503418
	Iteration 12Q: 3 clusters Score -165106.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -165110.390625 Penalty: 2225.503418
	Iteration 13Q: 3 clusters Score -165110.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -165113.062500 Penalty: 2225.503418
	Iteration 14Q: 3 clusters Score -165113.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -165116.312500 Penalty: 2225.503418
	Iteration 15Q: 3 clusters Score -165116.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -165118.859375 Penalty: 2225.503418
	Iteration 16Q: 3 clusters Score -165118.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -165122.203125 Penalty: 2225.503418
	Iteration 17Q: 3 clusters Score -165122.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -165123.484375 Penalty: 2225.503418
	Iteration 18Q: 3 clusters Score -165123.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -165124.703125 Penalty: 2225.503418
	Iteration 19Q: 3 clusters Score -165124.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -165124.703125 Penalty: 2225.503418
	Iteration 20F: 3 clusters Score -165124.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (1372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Entering Unmasked Estep 
Score: -138140.718750 Penalty: 1074.934937
	Iteration 0F: 2 clusters Score -138140.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -136646.593750 Penalty: 2149.869873
	Iteration 0F: 3 clusters Score -136646.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -136986.171875 Penalty: 2149.869873
	Iteration 1F: 3 clusters Score -136986.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -137076.359375 Penalty: 2149.869873
	Iteration 2F: 3 clusters Score -137076.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -137114.906250 Penalty: 2149.869873
	Iteration 3Q: 3 clusters Score -137114.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -137146.078125 Penalty: 2149.869873
	Iteration 4Q: 3 clusters Score -137146.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -137162.937500 Penalty: 2149.869873
	Iteration 5Q: 3 clusters Score -137162.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -137175.453125 Penalty: 2149.869873
	Iteration 6Q: 3 clusters Score -137175.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -137182.671875 Penalty: 2149.869873
	Iteration 7Q: 3 clusters Score -137182.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -137188.140625 Penalty: 2149.869873
	Iteration 8Q: 3 clusters Score -137188.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -137189.375000 Penalty: 2149.869873
	Iteration 9Q: 3 clusters Score -137189.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -137189.750000 Penalty: 2149.869873
	Iteration 10Q: 3 clusters Score -137189.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -137190.312500 Penalty: 2149.869873
	Iteration 11Q: 3 clusters Score -137190.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -137191.390625 Penalty: 2149.869873
	Iteration 12Q: 3 clusters Score -137191.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -137194.781250 Penalty: 2149.869873
	Iteration 13Q: 3 clusters Score -137194.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -137196.296875 Penalty: 2149.869873
	Iteration 14Q: 3 clusters Score -137196.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -137202.125000 Penalty: 2149.869873
	Iteration 15Q: 3 clusters Score -137202.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -137207.093750 Penalty: 2149.869873
	Iteration 16Q: 3 clusters Score -137207.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -137214.078125 Penalty: 2149.869873
	Iteration 17Q: 3 clusters Score -137214.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -137217.953125 Penalty: 2149.869873
	Iteration 18Q: 3 clusters Score -137218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -137221.390625 Penalty: 2149.869873
	Iteration 19Q: 3 clusters Score -137221.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -137224.203125 Penalty: 2149.869873
	Iteration 20F: 3 clusters Score -137224.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -137228.578125 Penalty: 2149.869873
	Iteration 21Q: 3 clusters Score -137228.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -137232.031250 Penalty: 2149.869873
	Iteration 22Q: 3 clusters Score -137232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -137232.750000 Penalty: 2149.869873
	Iteration 23Q: 3 clusters Score -137232.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -137233.812500 Penalty: 2149.869873
	Iteration 24Q: 3 clusters Score -137233.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -137234.890625 Penalty: 2149.869873
	Iteration 25Q: 3 clusters Score -137234.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -137236.406250 Penalty: 2149.869873
	Iteration 26Q: 3 clusters Score -137236.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -137236.406250 Penalty: 2149.869873
	Iteration 27F: 3 clusters Score -137236.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (20955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Entering Unmasked Estep 
Score: -2121824.000000 Penalty: 1480.579712
	Iteration 0F: 2 clusters Score -2121824 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 10542 members 
Entering Unmasked Estep 
Score: -2108106.750000 Penalty: 2961.159424
	Iteration 0F: 3 clusters Score -2108107 nChanged 9224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -2113103.000000 Penalty: 2961.159424
	Iteration 1F: 3 clusters Score -2113103 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -2113629.000000 Penalty: 2961.159424
	Iteration 2F: 3 clusters Score -2113629 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -2114122.500000 Penalty: 2961.159424
	Iteration 3F: 3 clusters Score -2114122 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -2114657.000000 Penalty: 2961.159424
	Iteration 4F: 3 clusters Score -2114657 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -2115244.500000 Penalty: 2961.159424
	Iteration 5F: 3 clusters Score -2115244 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -2115899.250000 Penalty: 2961.159424
	Iteration 6F: 3 clusters Score -2115899 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -2116737.000000 Penalty: 2961.159424
	Iteration 7F: 3 clusters Score -2116737 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -2117671.500000 Penalty: 2961.159424
	Iteration 8F: 3 clusters Score -2117672 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -2118659.000000 Penalty: 2961.159424
	Iteration 9F: 3 clusters Score -2118659 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -2119501.000000 Penalty: 2961.159424
	Iteration 10Q: 3 clusters Score -2119501 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -2120021.250000 Penalty: 2961.159424
	Iteration 11Q: 3 clusters Score -2120021 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -2120272.000000 Penalty: 2961.159424
	Iteration 12Q: 3 clusters Score -2120272 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -2120406.750000 Penalty: 2961.159424
	Iteration 13Q: 3 clusters Score -2120407 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -2120491.000000 Penalty: 2961.159424
	Iteration 14Q: 3 clusters Score -2120491 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -2120527.750000 Penalty: 2961.159424
	Iteration 15Q: 3 clusters Score -2120528 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -2120556.500000 Penalty: 2961.159424
	Iteration 16Q: 3 clusters Score -2120556 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -2120577.000000 Penalty: 2961.159424
	Iteration 17Q: 3 clusters Score -2120577 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -2120609.750000 Penalty: 2961.159424
	Iteration 18Q: 3 clusters Score -2120610 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -2120625.250000 Penalty: 2961.159424
	Iteration 19Q: 3 clusters Score -2120625 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -2120639.750000 Penalty: 2961.159424
	Iteration 20F: 3 clusters Score -2120640 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -2120659.500000 Penalty: 2961.159424
	Iteration 21Q: 3 clusters Score -2120660 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -2120679.750000 Penalty: 2961.159424
	Iteration 22Q: 3 clusters Score -2120680 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -2120692.250000 Penalty: 2961.159424
	Iteration 23Q: 3 clusters Score -2120692 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -2120697.750000 Penalty: 2961.159424
	Iteration 24Q: 3 clusters Score -2120698 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -2120710.750000 Penalty: 2961.159424
	Iteration 25Q: 3 clusters Score -2120711 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -2120726.250000 Penalty: 2961.159424
	Iteration 26Q: 3 clusters Score -2120726 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -2120733.000000 Penalty: 2961.159424
	Iteration 27Q: 3 clusters Score -2120733 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -2120746.000000 Penalty: 2961.159424
	Iteration 28Q: 3 clusters Score -2120746 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -2120756.500000 Penalty: 2961.159424
	Iteration 29Q: 3 clusters Score -2120756 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -2120759.750000 Penalty: 2961.159424
	Iteration 30Q: 3 clusters Score -2120760 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -2120763.000000 Penalty: 2961.159424
	Iteration 31Q: 3 clusters Score -2120763 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -2120774.750000 Penalty: 2961.159424
	Iteration 32Q: 3 clusters Score -2120775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -2120772.250000 Penalty: 2961.159424
	Iteration 33Q: 3 clusters Score -2120772 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -2120777.750000 Penalty: 2961.159424
	Iteration 34Q: 3 clusters Score -2120778 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -2120790.750000 Penalty: 2961.159424
	Iteration 35Q: 3 clusters Score -2120791 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -2120790.000000 Penalty: 2961.159424
	Iteration 36Q: 3 clusters Score -2120790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -2120793.000000 Penalty: 2961.159424
	Iteration 37Q: 3 clusters Score -2120793 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -2120801.000000 Penalty: 2961.159424
	Iteration 38Q: 3 clusters Score -2120801 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -2120801.750000 Penalty: 2961.159424
	Iteration 39Q: 3 clusters Score -2120802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 19471 members 
Entering Unmasked Estep 
Score: -2120803.500000 Penalty: 2961.159424
	Iteration 40F: 3 clusters Score -2120804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -2120808.500000 Penalty: 2961.159424
	Iteration 41Q: 3 clusters Score -2120808 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -2120814.000000 Penalty: 2961.159424
	Iteration 42Q: 3 clusters Score -2120814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -2120815.500000 Penalty: 2961.159424
	Iteration 43Q: 3 clusters Score -2120816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -2120816.000000 Penalty: 2961.159424
	Iteration 44Q: 3 clusters Score -2120816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -2120816.000000 Penalty: 2961.159424
	Iteration 45Q: 3 clusters Score -2120816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -2120813.500000 Penalty: 2961.159424
	Iteration 46Q: 3 clusters Score -2120814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -2120815.250000 Penalty: 2961.159424
	Iteration 47Q: 3 clusters Score -2120815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -2120814.000000 Penalty: 2961.159424
	Iteration 48Q: 3 clusters Score -2120814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -2120816.250000 Penalty: 2961.159424
	Iteration 49Q: 3 clusters Score -2120816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -2120815.500000 Penalty: 2961.159424
	Iteration 50Q: 3 clusters Score -2120816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -2120815.500000 Penalty: 2961.159424
	Iteration 51F: 3 clusters Score -2120816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Entering Unmasked Estep 
Score: -79215.171875 Penalty: 1022.880737
	Iteration 0F: 2 clusters Score -79215.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -77977.843750 Penalty: 2045.761475
	Iteration 0F: 3 clusters Score -77977.84 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -78252.656250 Penalty: 2045.761475
	Iteration 1F: 3 clusters Score -78252.66 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -78337.085938 Penalty: 2045.761475
	Iteration 2F: 3 clusters Score -78337.09 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -78381.421875 Penalty: 2045.761475
	Iteration 3Q: 3 clusters Score -78381.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -78398.867188 Penalty: 2045.761475
	Iteration 4Q: 3 clusters Score -78398.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -78407.843750 Penalty: 2045.761475
	Iteration 5Q: 3 clusters Score -78407.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -78409.429688 Penalty: 2045.761475
	Iteration 6Q: 3 clusters Score -78409.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -78412.851562 Penalty: 2045.761475
	Iteration 7Q: 3 clusters Score -78412.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -78416.562500 Penalty: 2045.761475
	Iteration 8Q: 3 clusters Score -78416.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -78417.617188 Penalty: 2045.761475
	Iteration 9Q: 3 clusters Score -78417.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -78418.320312 Penalty: 2045.761475
	Iteration 10Q: 3 clusters Score -78418.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -78421.328125 Penalty: 2045.761475
	Iteration 11Q: 3 clusters Score -78421.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -78422.406250 Penalty: 2045.761475
	Iteration 12Q: 3 clusters Score -78422.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -78423.226562 Penalty: 2045.761475
	Iteration 13Q: 3 clusters Score -78423.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -78424.539062 Penalty: 2045.761475
	Iteration 14Q: 3 clusters Score -78424.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -78427.468750 Penalty: 2045.761475
	Iteration 15Q: 3 clusters Score -78427.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -78429.492188 Penalty: 2045.761475
	Iteration 16Q: 3 clusters Score -78429.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -78431.679688 Penalty: 2045.761475
	Iteration 17Q: 3 clusters Score -78431.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -78437.265625 Penalty: 2045.761475
	Iteration 18Q: 3 clusters Score -78437.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -78442.085938 Penalty: 2045.761475
	Iteration 19Q: 3 clusters Score -78442.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -78446.679688 Penalty: 2045.761475
	Iteration 20F: 3 clusters Score -78446.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -78449.859375 Penalty: 2045.761475
	Iteration 21Q: 3 clusters Score -78449.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -78449.859375 Penalty: 2045.761475
	Iteration 22F: 3 clusters Score -78449.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (4806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Entering Unmasked Estep 
Score: -520783.937500 Penalty: 1261.469849
	Iteration 0F: 2 clusters Score -520783.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -517163.843750 Penalty: 2522.939697
	Iteration 0F: 3 clusters Score -517163.8 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -518235.656250 Penalty: 2522.939697
	Iteration 1F: 3 clusters Score -518235.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -518398.406250 Penalty: 2522.939697
	Iteration 2F: 3 clusters Score -518398.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -518491.500000 Penalty: 2522.939697
	Iteration 3Q: 3 clusters Score -518491.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -518560.031250 Penalty: 2522.939697
	Iteration 4Q: 3 clusters Score -518560 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -518628.000000 Penalty: 2522.939697
	Iteration 5Q: 3 clusters Score -518628 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -518687.437500 Penalty: 2522.939697
	Iteration 6Q: 3 clusters Score -518687.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -518732.187500 Penalty: 2522.939697
	Iteration 7Q: 3 clusters Score -518732.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -518771.625000 Penalty: 2522.939697
	Iteration 8Q: 3 clusters Score -518771.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -518800.312500 Penalty: 2522.939697
	Iteration 9Q: 3 clusters Score -518800.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -518816.468750 Penalty: 2522.939697
	Iteration 10Q: 3 clusters Score -518816.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -518830.312500 Penalty: 2522.939697
	Iteration 11Q: 3 clusters Score -518830.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -518845.156250 Penalty: 2522.939697
	Iteration 12Q: 3 clusters Score -518845.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -518862.718750 Penalty: 2522.939697
	Iteration 13Q: 3 clusters Score -518862.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -518881.000000 Penalty: 2522.939697
	Iteration 14Q: 3 clusters Score -518881 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -518898.843750 Penalty: 2522.939697
	Iteration 15Q: 3 clusters Score -518898.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -518918.937500 Penalty: 2522.939697
	Iteration 16Q: 3 clusters Score -518918.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -518938.937500 Penalty: 2522.939697
	Iteration 17Q: 3 clusters Score -518938.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -518956.437500 Penalty: 2522.939697
	Iteration 18Q: 3 clusters Score -518956.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -518966.843750 Penalty: 2522.939697
	Iteration 19Q: 3 clusters Score -518966.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -518979.125000 Penalty: 2522.939697
	Iteration 20F: 3 clusters Score -518979.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -518991.281250 Penalty: 2522.939697
	Iteration 21Q: 3 clusters Score -518991.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -519003.875000 Penalty: 2522.939697
	Iteration 22Q: 3 clusters Score -519003.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -519016.375000 Penalty: 2522.939697
	Iteration 23Q: 3 clusters Score -519016.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -519032.218750 Penalty: 2522.939697
	Iteration 24Q: 3 clusters Score -519032.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -519044.218750 Penalty: 2522.939697
	Iteration 25Q: 3 clusters Score -519044.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -519059.718750 Penalty: 2522.939697
	Iteration 26Q: 3 clusters Score -519059.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -519069.468750 Penalty: 2522.939697
	Iteration 27Q: 3 clusters Score -519069.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -519080.593750 Penalty: 2522.939697
	Iteration 28Q: 3 clusters Score -519080.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -519094.968750 Penalty: 2522.939697
	Iteration 29Q: 3 clusters Score -519095 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -519103.656250 Penalty: 2522.939697
	Iteration 30Q: 3 clusters Score -519103.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -519108.468750 Penalty: 2522.939697
	Iteration 31Q: 3 clusters Score -519108.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -519114.000000 Penalty: 2522.939697
	Iteration 32Q: 3 clusters Score -519114 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -519121.687500 Penalty: 2522.939697
	Iteration 33Q: 3 clusters Score -519121.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -519130.093750 Penalty: 2522.939697
	Iteration 34Q: 3 clusters Score -519130.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -519141.968750 Penalty: 2522.939697
	Iteration 35Q: 3 clusters Score -519142 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -519155.156250 Penalty: 2522.939697
	Iteration 36Q: 3 clusters Score -519155.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -519167.968750 Penalty: 2522.939697
	Iteration 37Q: 3 clusters Score -519168 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -519185.781250 Penalty: 2522.939697
	Iteration 38Q: 3 clusters Score -519185.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -519203.281250 Penalty: 2522.939697
	Iteration 39Q: 3 clusters Score -519203.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -519220.656250 Penalty: 2522.939697
	Iteration 40F: 3 clusters Score -519220.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -519242.343750 Penalty: 2522.939697
	Iteration 41Q: 3 clusters Score -519242.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -519259.687500 Penalty: 2522.939697
	Iteration 42Q: 3 clusters Score -519259.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -519278.968750 Penalty: 2522.939697
	Iteration 43Q: 3 clusters Score -519279 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -519305.437500 Penalty: 2522.939697
	Iteration 44Q: 3 clusters Score -519305.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -519332.437500 Penalty: 2522.939697
	Iteration 45Q: 3 clusters Score -519332.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -519357.593750 Penalty: 2522.939697
	Iteration 46Q: 3 clusters Score -519357.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -519387.468750 Penalty: 2522.939697
	Iteration 47Q: 3 clusters Score -519387.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -519419.281250 Penalty: 2522.939697
	Iteration 48Q: 3 clusters Score -519419.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -519451.593750 Penalty: 2522.939697
	Iteration 49Q: 3 clusters Score -519451.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -519477.218750 Penalty: 2522.939697
	Iteration 50Q: 3 clusters Score -519477.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -519501.718750 Penalty: 2522.939697
	Iteration 51Q: 3 clusters Score -519501.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -519521.781250 Penalty: 2522.939697
	Iteration 52Q: 3 clusters Score -519521.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -519542.156250 Penalty: 2522.939697
	Iteration 53Q: 3 clusters Score -519542.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -519557.781250 Penalty: 2522.939697
	Iteration 54Q: 3 clusters Score -519557.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -519573.656250 Penalty: 2522.939697
	Iteration 55Q: 3 clusters Score -519573.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -519589.906250 Penalty: 2522.939697
	Iteration 56Q: 3 clusters Score -519589.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -519612.125000 Penalty: 2522.939697
	Iteration 57Q: 3 clusters Score -519612.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -519633.468750 Penalty: 2522.939697
	Iteration 58Q: 3 clusters Score -519633.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -519659.812500 Penalty: 2522.939697
	Iteration 59Q: 3 clusters Score -519659.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -519683.187500 Penalty: 2522.939697
	Iteration 60F: 3 clusters Score -519683.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -519697.968750 Penalty: 2522.939697
	Iteration 61Q: 3 clusters Score -519698 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -519708.187500 Penalty: 2522.939697
	Iteration 62Q: 3 clusters Score -519708.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -519719.468750 Penalty: 2522.939697
	Iteration 63Q: 3 clusters Score -519719.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -519728.187500 Penalty: 2522.939697
	Iteration 64Q: 3 clusters Score -519728.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -519737.562500 Penalty: 2522.939697
	Iteration 65Q: 3 clusters Score -519737.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -519744.156250 Penalty: 2522.939697
	Iteration 66Q: 3 clusters Score -519744.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -519752.031250 Penalty: 2522.939697
	Iteration 67Q: 3 clusters Score -519752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -519760.531250 Penalty: 2522.939697
	Iteration 68Q: 3 clusters Score -519760.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -519767.125000 Penalty: 2522.939697
	Iteration 69Q: 3 clusters Score -519767.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -519769.281250 Penalty: 2522.939697
	Iteration 70Q: 3 clusters Score -519769.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -519773.718750 Penalty: 2522.939697
	Iteration 71Q: 3 clusters Score -519773.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -519776.125000 Penalty: 2522.939697
	Iteration 72Q: 3 clusters Score -519776.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -519777.250000 Penalty: 2522.939697
	Iteration 73Q: 3 clusters Score -519777.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -519778.750000 Penalty: 2522.939697
	Iteration 74Q: 3 clusters Score -519778.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -519779.718750 Penalty: 2522.939697
	Iteration 75Q: 3 clusters Score -519779.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -519779.093750 Penalty: 2522.939697
	Iteration 76Q: 3 clusters Score -519779.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -519779.093750 Penalty: 2522.939697
	Iteration 77F: 3 clusters Score -519779.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (6673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Entering Unmasked Estep 
Score: -698309.750000 Penalty: 1310.306763
	Iteration 0F: 2 clusters Score -698309.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -693703.375000 Penalty: 2620.613525
	Iteration 0F: 3 clusters Score -693703.4 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -695665.812500 Penalty: 2620.613525
	Iteration 1F: 3 clusters Score -695665.8 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -696360.500000 Penalty: 2620.613525
	Iteration 2F: 3 clusters Score -696360.5 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -697087.437500 Penalty: 2620.613525
	Iteration 3F: 3 clusters Score -697087.4 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -697712.937500 Penalty: 2620.613525
	Iteration 4F: 3 clusters Score -697712.9 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -698214.562500 Penalty: 2620.613525
	Iteration 5F: 3 clusters Score -698214.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -698561.062500 Penalty: 2620.613525
	Iteration 6F: 3 clusters Score -698561.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -698726.250000 Penalty: 2620.613525
	Iteration 7Q: 3 clusters Score -698726.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -698793.062500 Penalty: 2620.613525
	Iteration 8Q: 3 clusters Score -698793.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -698824.812500 Penalty: 2620.613525
	Iteration 9Q: 3 clusters Score -698824.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -698836.312500 Penalty: 2620.613525
	Iteration 10Q: 3 clusters Score -698836.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -698840.500000 Penalty: 2620.613525
	Iteration 11Q: 3 clusters Score -698840.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -698844.625000 Penalty: 2620.613525
	Iteration 12Q: 3 clusters Score -698844.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -698851.062500 Penalty: 2620.613525
	Iteration 13Q: 3 clusters Score -698851.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -698853.750000 Penalty: 2620.613525
	Iteration 14Q: 3 clusters Score -698853.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -698855.187500 Penalty: 2620.613525
	Iteration 15Q: 3 clusters Score -698855.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -698855.625000 Penalty: 2620.613525
	Iteration 16Q: 3 clusters Score -698855.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -698855.562500 Penalty: 2620.613525
	Iteration 17Q: 3 clusters Score -698855.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -698856.500000 Penalty: 2620.613525
	Iteration 18Q: 3 clusters Score -698856.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -698857.875000 Penalty: 2620.613525
	Iteration 19Q: 3 clusters Score -698857.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -698857.625000 Penalty: 2620.613525
	Iteration 20F: 3 clusters Score -698857.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -698857.687500 Penalty: 2620.613525
	Iteration 21Q: 3 clusters Score -698857.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -698859.187500 Penalty: 2620.613525
	Iteration 22Q: 3 clusters Score -698859.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -698859.375000 Penalty: 2620.613525
	Iteration 23Q: 3 clusters Score -698859.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -698859.375000 Penalty: 2620.613525
	Iteration 24F: 3 clusters Score -698859.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61422 members 
Mstep: Class 2 contains 6011 members 
Mstep: Class 3 contains 6983 members 
Mstep: Class 4 contains 47962 members 
Mstep: Class 5 contains 8262 members 
Mstep: Class 6 contains 11284 members 
Mstep: Class 7 contains 55844 members 
Mstep: Class 8 contains 4393 members 
Mstep: Class 9 contains 11024 members 
Mstep: Class 10 contains 11462 members 
Mstep: Class 11 contains 10294 members 
Mstep: Class 12 contains 7481 members 
Mstep: Class 13 contains 19203 members 
Mstep: Class 14 contains 37783 members 
Mstep: Class 15 contains 16488 members 
Mstep: Class 16 contains 22062 members 
Mstep: Class 17 contains 23417 members 
Mstep: Class 18 contains 19731 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 198199 members 
Mstep: Class 21 contains 12159 members 
Mstep: Class 22 contains 1773 members 
Mstep: Class 23 contains 6229 members 
Mstep: Class 24 contains 2184 members 
Mstep: Class 25 contains 36509 members 
Mstep: Class 26 contains 6407 members 
Mstep: Class 27 contains 14850 members 
Mstep: Class 28 contains 19289 members 
Mstep: Class 29 contains 37283 members 
Mstep: Class 30 contains 10576 members 
Mstep: Class 31 contains 9179 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 8002 members 
Mstep: Class 34 contains 4039 members 
Mstep: Class 35 contains 237 members 
Mstep: Class 36 contains 1609 members 
Mstep: Class 37 contains 4273 members 
Mstep: Class 38 contains 3410 members 
Mstep: Class 39 contains 34044 members 
Mstep: Class 40 contains 18024 members 
Mstep: Class 41 contains 15633 members 
Mstep: Class 42 contains 2906 members 
Mstep: Class 43 contains 2449 members 
Mstep: Class 44 contains 5089 members 
Mstep: Class 45 contains 1940 members 
Mstep: Class 46 contains 1292 members 
Mstep: Class 47 contains 11679 members 
Mstep: Class 48 contains 1769 members 
Mstep: Class 49 contains 1372 members 
Mstep: Class 50 contains 20955 members 
Mstep: Class 51 contains 967 members 
Mstep: Class 52 contains 4806 members 
Mstep: Class 53 contains 1186 members 
Mstep: Class 54 contains 5817 members 
Mstep: Class 55 contains 1386 members 
Mstep: Class 56 contains 4304 members 
Mstep: Class 57 contains 5487 members 
Entering Unmasked Estep 
Score: -88137208.000000 Penalty: 116282.218750
Splitting cluster 53 changes total score from -88137368.000000 to -88137208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 54 (5817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Entering Unmasked Estep 
Score: -577096.937500 Penalty: 1289.878784
	Iteration 0F: 2 clusters Score -577096.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -572939.750000 Penalty: 2579.757568
	Iteration 0F: 3 clusters Score -572939.8 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -574210.687500 Penalty: 2579.757568
	Iteration 1F: 3 clusters Score -574210.7 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -574426.187500 Penalty: 2579.757568
	Iteration 2F: 3 clusters Score -574426.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -574610.500000 Penalty: 2579.757568
	Iteration 3Q: 3 clusters Score -574610.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -574785.500000 Penalty: 2579.757568
	Iteration 4Q: 3 clusters Score -574785.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -574925.000000 Penalty: 2579.757568
	Iteration 5Q: 3 clusters Score -574925 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -575059.500000 Penalty: 2579.757568
	Iteration 6Q: 3 clusters Score -575059.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -575188.062500 Penalty: 2579.757568
	Iteration 7Q: 3 clusters Score -575188.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -575308.875000 Penalty: 2579.757568
	Iteration 8Q: 3 clusters Score -575308.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -575437.875000 Penalty: 2579.757568
	Iteration 9Q: 3 clusters Score -575437.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -575540.562500 Penalty: 2579.757568
	Iteration 10Q: 3 clusters Score -575540.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -575635.187500 Penalty: 2579.757568
	Iteration 11Q: 3 clusters Score -575635.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -575740.937500 Penalty: 2579.757568
	Iteration 12Q: 3 clusters Score -575740.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -575837.062500 Penalty: 2579.757568
	Iteration 13Q: 3 clusters Score -575837.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -575941.562500 Penalty: 2579.757568
	Iteration 14Q: 3 clusters Score -575941.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -576051.937500 Penalty: 2579.757568
	Iteration 15Q: 3 clusters Score -576051.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -576141.812500 Penalty: 2579.757568
	Iteration 16Q: 3 clusters Score -576141.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -576215.125000 Penalty: 2579.757568
	Iteration 17Q: 3 clusters Score -576215.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -576268.500000 Penalty: 2579.757568
	Iteration 18Q: 3 clusters Score -576268.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -576302.562500 Penalty: 2579.757568
	Iteration 19Q: 3 clusters Score -576302.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -576333.375000 Penalty: 2579.757568
	Iteration 20F: 3 clusters Score -576333.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -576361.562500 Penalty: 2579.757568
	Iteration 21Q: 3 clusters Score -576361.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -576385.500000 Penalty: 2579.757568
	Iteration 22Q: 3 clusters Score -576385.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -576406.500000 Penalty: 2579.757568
	Iteration 23Q: 3 clusters Score -576406.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -576422.187500 Penalty: 2579.757568
	Iteration 24Q: 3 clusters Score -576422.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -576437.375000 Penalty: 2579.757568
	Iteration 25Q: 3 clusters Score -576437.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -576450.625000 Penalty: 2579.757568
	Iteration 26Q: 3 clusters Score -576450.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -576461.187500 Penalty: 2579.757568
	Iteration 27Q: 3 clusters Score -576461.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -576470.125000 Penalty: 2579.757568
	Iteration 28Q: 3 clusters Score -576470.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -576474.562500 Penalty: 2579.757568
	Iteration 29Q: 3 clusters Score -576474.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -576480.500000 Penalty: 2579.757568
	Iteration 30Q: 3 clusters Score -576480.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -576482.437500 Penalty: 2579.757568
	Iteration 31Q: 3 clusters Score -576482.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -576482.625000 Penalty: 2579.757568
	Iteration 32Q: 3 clusters Score -576482.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -576484.687500 Penalty: 2579.757568
	Iteration 33Q: 3 clusters Score -576484.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -576485.312500 Penalty: 2579.757568
	Iteration 34Q: 3 clusters Score -576485.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -576485.312500 Penalty: 2579.757568
	Iteration 35F: 3 clusters Score -576485.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (1386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Entering Unmasked Estep 
Score: -125854.585938 Penalty: 1076.445557
	Iteration 0F: 2 clusters Score -125854.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -124353.835938 Penalty: 2152.891113
	Iteration 0F: 3 clusters Score -124353.8 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -124716.289062 Penalty: 2152.891113
	Iteration 1F: 3 clusters Score -124716.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -124822.257812 Penalty: 2152.891113
	Iteration 2F: 3 clusters Score -124822.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -124871.679688 Penalty: 2152.891113
	Iteration 3Q: 3 clusters Score -124871.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -124909.726562 Penalty: 2152.891113
	Iteration 4Q: 3 clusters Score -124909.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -124933.007812 Penalty: 2152.891113
	Iteration 5Q: 3 clusters Score -124933 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -124952.789062 Penalty: 2152.891113
	Iteration 6Q: 3 clusters Score -124952.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -124987.851562 Penalty: 2152.891113
	Iteration 7Q: 3 clusters Score -124987.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -125010.968750 Penalty: 2152.891113
	Iteration 8Q: 3 clusters Score -125011 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -125027.203125 Penalty: 2152.891113
	Iteration 9Q: 3 clusters Score -125027.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -125047.289062 Penalty: 2152.891113
	Iteration 10Q: 3 clusters Score -125047.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -125055.351562 Penalty: 2152.891113
	Iteration 11Q: 3 clusters Score -125055.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -125059.273438 Penalty: 2152.891113
	Iteration 12Q: 3 clusters Score -125059.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -125061.992188 Penalty: 2152.891113
	Iteration 13Q: 3 clusters Score -125062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -125069.132812 Penalty: 2152.891113
	Iteration 14Q: 3 clusters Score -125069.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -125071.039062 Penalty: 2152.891113
	Iteration 15Q: 3 clusters Score -125071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -125071.039062 Penalty: 2152.891113
	Iteration 16F: 3 clusters Score -125071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61422 members 
Mstep: Class 2 contains 6011 members 
Mstep: Class 3 contains 6983 members 
Mstep: Class 4 contains 47962 members 
Mstep: Class 5 contains 8262 members 
Mstep: Class 6 contains 11284 members 
Mstep: Class 7 contains 55844 members 
Mstep: Class 8 contains 4393 members 
Mstep: Class 9 contains 11024 members 
Mstep: Class 10 contains 11462 members 
Mstep: Class 11 contains 10294 members 
Mstep: Class 12 contains 7481 members 
Mstep: Class 13 contains 19203 members 
Mstep: Class 14 contains 37783 members 
Mstep: Class 15 contains 16488 members 
Mstep: Class 16 contains 22062 members 
Mstep: Class 17 contains 23417 members 
Mstep: Class 18 contains 19731 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 198199 members 
Mstep: Class 21 contains 12159 members 
Mstep: Class 22 contains 1773 members 
Mstep: Class 23 contains 6229 members 
Mstep: Class 24 contains 2184 members 
Mstep: Class 25 contains 36509 members 
Mstep: Class 26 contains 6407 members 
Mstep: Class 27 contains 14850 members 
Mstep: Class 28 contains 19289 members 
Mstep: Class 29 contains 37283 members 
Mstep: Class 30 contains 10576 members 
Mstep: Class 31 contains 9179 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 8002 members 
Mstep: Class 34 contains 4039 members 
Mstep: Class 35 contains 237 members 
Mstep: Class 36 contains 1609 members 
Mstep: Class 37 contains 4273 members 
Mstep: Class 38 contains 3410 members 
Mstep: Class 39 contains 34044 members 
Mstep: Class 40 contains 18024 members 
Mstep: Class 41 contains 15633 members 
Mstep: Class 42 contains 2906 members 
Mstep: Class 43 contains 2449 members 
Mstep: Class 44 contains 5089 members 
Mstep: Class 45 contains 1940 members 
Mstep: Class 46 contains 1292 members 
Mstep: Class 47 contains 11679 members 
Mstep: Class 48 contains 1769 members 
Mstep: Class 49 contains 1372 members 
Mstep: Class 50 contains 20955 members 
Mstep: Class 51 contains 967 members 
Mstep: Class 52 contains 4806 members 
Mstep: Class 53 contains 6673 members 
Mstep: Class 54 contains 5817 members 
Mstep: Class 55 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88138064.000000 Penalty: 114242.179688
Iteration 359Q: 57 clusters Score -8.813806e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61376 members 
Mstep: Class 2 contains 6160 members 
Mstep: Class 3 contains 6983 members 
Mstep: Class 4 contains 47948 members 
Mstep: Class 5 contains 8248 members 
Mstep: Class 6 contains 11287 members 
Mstep: Class 7 contains 55613 members 
Mstep: Class 8 contains 4427 members 
Mstep: Class 9 contains 11026 members 
Mstep: Class 10 contains 11464 members 
Mstep: Class 11 contains 10294 members 
Mstep: Class 12 contains 7481 members 
Mstep: Class 13 contains 19310 members 
Mstep: Class 14 contains 37761 members 
Mstep: Class 15 contains 16484 members 
Mstep: Class 16 contains 22014 members 
Mstep: Class 17 contains 23684 members 
Mstep: Class 18 contains 19731 members 
Mstep: Class 19 contains 369 members 
Mstep: Class 20 contains 198010 members 
Mstep: Class 21 contains 12153 members 
Mstep: Class 22 contains 1772 members 
Mstep: Class 23 contains 6210 members 
Mstep: Class 24 contains 2193 members 
Mstep: Class 25 contains 36490 members 
Mstep: Class 26 contains 6406 members 
Mstep: Class 27 contains 14847 members 
Mstep: Class 28 contains 19150 members 
Mstep: Class 29 contains 37435 members 
Mstep: Class 30 contains 10547 members 
Mstep: Class 31 contains 9178 members 
Mstep: Class 32 contains 988 members 
Mstep: Class 33 contains 8001 members 
Mstep: Class 34 contains 4034 members 
Mstep: Class 35 contains 231 members 
Mstep: Class 36 contains 1610 members 
Mstep: Class 37 contains 4275 members 
Mstep: Class 38 contains 3408 members 
Mstep: Class 39 contains 34021 members 
Mstep: Class 40 contains 18020 members 
Mstep: Class 41 contains 15632 members 
Mstep: Class 42 contains 2905 members 
Mstep: Class 43 contains 2443 members 
Mstep: Class 44 contains 5089 members 
Mstep: Class 45 contains 1943 members 
Mstep: Class 46 contains 1292 members 
Mstep: Class 47 contains 11665 members 
Mstep: Class 48 contains 1769 members 
Mstep: Class 49 contains 1372 members 
Mstep: Class 50 contains 20949 members 
Mstep: Class 51 contains 971 members 
Mstep: Class 52 contains 4806 members 
Mstep: Class 53 contains 6807 members 
Mstep: Class 54 contains 5943 members 
Mstep: Class 55 contains 1453 members 
Mstep: Class 56 contains 4088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88138944.000000 Penalty: 114242.179688
Iteration 360F: 57 clusters Score -8.813894e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61333 members 
Mstep: Class 2 contains 6295 members 
Mstep: Class 3 contains 6983 members 
Mstep: Class 4 contains 47937 members 
Mstep: Class 5 contains 8236 members 
Mstep: Class 6 contains 11285 members 
Mstep: Class 7 contains 55413 members 
Mstep: Class 8 contains 4457 members 
Mstep: Class 9 contains 11027 members 
Mstep: Class 10 contains 11465 members 
Mstep: Class 11 contains 10294 members 
Mstep: Class 12 contains 7482 members 
Mstep: Class 13 contains 19406 members 
Mstep: Class 14 contains 37748 members 
Mstep: Class 15 contains 16485 members 
Mstep: Class 16 contains 21974 members 
Mstep: Class 17 contains 23869 members 
Mstep: Class 18 contains 19734 members 
Mstep: Class 19 contains 380 members 
Mstep: Class 20 contains 197875 members 
Mstep: Class 21 contains 12155 members 
Mstep: Class 22 contains 1771 members 
Mstep: Class 23 contains 6192 members 
Mstep: Class 24 contains 2201 members 
Mstep: Class 25 contains 36483 members 
Mstep: Class 26 contains 6406 members 
Mstep: Class 27 contains 14843 members 
Mstep: Class 28 contains 19023 members 
Mstep: Class 29 contains 37325 members 
Mstep: Class 30 contains 10522 members 
Mstep: Class 31 contains 9185 members 
Mstep: Class 32 contains 988 members 
Mstep: Class 33 contains 8001 members 
Mstep: Class 34 contains 4030 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1611 members 
Mstep: Class 37 contains 4282 members 
Mstep: Class 38 contains 3408 members 
Mstep: Class 39 contains 34015 members 
Mstep: Class 40 contains 18012 members 
Mstep: Class 41 contains 15630 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2448 members 
Mstep: Class 44 contains 5092 members 
Mstep: Class 45 contains 1942 members 
Mstep: Class 46 contains 1292 members 
Mstep: Class 47 contains 11652 members 
Mstep: Class 48 contains 1773 members 
Mstep: Class 49 contains 1370 members 
Mstep: Class 50 contains 20940 members 
Mstep: Class 51 contains 973 members 
Mstep: Class 52 contains 4807 members 
Mstep: Class 53 contains 6914 members 
Mstep: Class 54 contains 6054 members 
Mstep: Class 55 contains 1482 members 
Mstep: Class 56 contains 4133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88139328.000000 Penalty: 114242.179688
Iteration 361Q: 57 clusters Score -8.813933e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61311 members 
Mstep: Class 2 contains 6408 members 
Mstep: Class 3 contains 6983 members 
Mstep: Class 4 contains 47932 members 
Mstep: Class 5 contains 8228 members 
Mstep: Class 6 contains 11285 members 
Mstep: Class 7 contains 55203 members 
Mstep: Class 8 contains 4470 members 
Mstep: Class 9 contains 11025 members 
Mstep: Class 10 contains 11467 members 
Mstep: Class 11 contains 10294 members 
Mstep: Class 12 contains 7485 members 
Mstep: Class 13 contains 19477 members 
Mstep: Class 14 contains 37747 members 
Mstep: Class 15 contains 16484 members 
Mstep: Class 16 contains 21930 members 
Mstep: Class 17 contains 24006 members 
Mstep: Class 18 contains 19734 members 
Mstep: Class 19 contains 386 members 
Mstep: Class 20 contains 197790 members 
Mstep: Class 21 contains 12153 members 
Mstep: Class 22 contains 1769 members 
Mstep: Class 23 contains 6189 members 
Mstep: Class 24 contains 2216 members 
Mstep: Class 25 contains 36490 members 
Mstep: Class 26 contains 6403 members 
Mstep: Class 27 contains 14844 members 
Mstep: Class 28 contains 18902 members 
Mstep: Class 29 contains 37235 members 
Mstep: Class 30 contains 10522 members 
Mstep: Class 31 contains 9190 members 
Mstep: Class 32 contains 988 members 
Mstep: Class 33 contains 8002 members 
Mstep: Class 34 contains 4028 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1612 members 
Mstep: Class 37 contains 4287 members 
Mstep: Class 38 contains 3411 members 
Mstep: Class 39 contains 34028 members 
Mstep: Class 40 contains 18005 members 
Mstep: Class 41 contains 15625 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2440 members 
Mstep: Class 44 contains 5093 members 
Mstep: Class 45 contains 1942 members 
Mstep: Class 46 contains 1292 members 
Mstep: Class 47 contains 11640 members 
Mstep: Class 48 contains 1775 members 
Mstep: Class 49 contains 1367 members 
Mstep: Class 50 contains 20926 members 
Mstep: Class 51 contains 976 members 
Mstep: Class 52 contains 4808 members 
Mstep: Class 53 contains 7010 members 
Mstep: Class 54 contains 6169 members 
Mstep: Class 55 contains 1500 members 
Mstep: Class 56 contains 4151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88139400.000000 Penalty: 114242.179688
Iteration 362Q: 57 clusters Score -8.81394e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61296 members 
Mstep: Class 2 contains 6530 members 
Mstep: Class 3 contains 6984 members 
Mstep: Class 4 contains 47932 members 
Mstep: Class 5 contains 8215 members 
Mstep: Class 6 contains 11286 members 
Mstep: Class 7 contains 54997 members 
Mstep: Class 8 contains 4475 members 
Mstep: Class 9 contains 11027 members 
Mstep: Class 10 contains 11469 members 
Mstep: Class 11 contains 10294 members 
Mstep: Class 12 contains 7485 members 
Mstep: Class 13 contains 19548 members 
Mstep: Class 14 contains 37742 members 
Mstep: Class 15 contains 16482 members 
Mstep: Class 16 contains 21898 members 
Mstep: Class 17 contains 24103 members 
Mstep: Class 18 contains 19735 members 
Mstep: Class 19 contains 395 members 
Mstep: Class 20 contains 197695 members 
Mstep: Class 21 contains 12147 members 
Mstep: Class 22 contains 1770 members 
Mstep: Class 23 contains 6202 members 
Mstep: Class 24 contains 2220 members 
Mstep: Class 25 contains 36498 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14847 members 
Mstep: Class 28 contains 18808 members 
Mstep: Class 29 contains 37166 members 
Mstep: Class 30 contains 10524 members 
Mstep: Class 31 contains 9202 members 
Mstep: Class 32 contains 988 members 
Mstep: Class 33 contains 8002 members 
Mstep: Class 34 contains 4026 members 
Mstep: Class 35 contains 230 members 
Mstep: Class 36 contains 1613 members 
Mstep: Class 37 contains 4286 members 
Mstep: Class 38 contains 3417 members 
Mstep: Class 39 contains 34047 members 
Mstep: Class 40 contains 18001 members 
Mstep: Class 41 contains 15624 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2437 members 
Mstep: Class 44 contains 5094 members 
Mstep: Class 45 contains 1942 members 
Mstep: Class 46 contains 1292 members 
Mstep: Class 47 contains 11642 members 
Mstep: Class 48 contains 1776 members 
Mstep: Class 49 contains 1359 members 
Mstep: Class 50 contains 20918 members 
Mstep: Class 51 contains 980 members 
Mstep: Class 52 contains 4811 members 
Mstep: Class 53 contains 7083 members 
Mstep: Class 54 contains 6258 members 
Mstep: Class 55 contains 1507 members 
Mstep: Class 56 contains 4156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88139616.000000 Penalty: 114242.179688
Iteration 363Q: 57 clusters Score -8.813962e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61276 members 
Mstep: Class 2 contains 6631 members 
Mstep: Class 3 contains 6984 members 
Mstep: Class 4 contains 47918 members 
Mstep: Class 5 contains 8205 members 
Mstep: Class 6 contains 11292 members 
Mstep: Class 7 contains 54797 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11028 members 
Mstep: Class 10 contains 11470 members 
Mstep: Class 11 contains 10292 members 
Mstep: Class 12 contains 7486 members 
Mstep: Class 13 contains 19606 members 
Mstep: Class 14 contains 37730 members 
Mstep: Class 15 contains 16479 members 
Mstep: Class 16 contains 21888 members 
Mstep: Class 17 contains 24188 members 
Mstep: Class 18 contains 19733 members 
Mstep: Class 19 contains 397 members 
Mstep: Class 20 contains 197629 members 
Mstep: Class 21 contains 12143 members 
Mstep: Class 22 contains 1772 members 
Mstep: Class 23 contains 6203 members 
Mstep: Class 24 contains 2232 members 
Mstep: Class 25 contains 36523 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14849 members 
Mstep: Class 28 contains 18721 members 
Mstep: Class 29 contains 37109 members 
Mstep: Class 30 contains 10529 members 
Mstep: Class 31 contains 9206 members 
Mstep: Class 32 contains 988 members 
Mstep: Class 33 contains 8003 members 
Mstep: Class 34 contains 4023 members 
Mstep: Class 35 contains 230 members 
Mstep: Class 36 contains 1615 members 
Mstep: Class 37 contains 4286 members 
Mstep: Class 38 contains 3422 members 
Mstep: Class 39 contains 34063 members 
Mstep: Class 40 contains 17997 members 
Mstep: Class 41 contains 15623 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2426 members 
Mstep: Class 44 contains 5094 members 
Mstep: Class 45 contains 1939 members 
Mstep: Class 46 contains 1292 members 
Mstep: Class 47 contains 11642 members 
Mstep: Class 48 contains 1778 members 
Mstep: Class 49 contains 1359 members 
Mstep: Class 50 contains 20913 members 
Mstep: Class 51 contains 982 members 
Mstep: Class 52 contains 4813 members 
Mstep: Class 53 contains 7149 members 
Mstep: Class 54 contains 6342 members 
Mstep: Class 55 contains 1523 members 
Mstep: Class 56 contains 4165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88139792.000000 Penalty: 114242.179688
Iteration 364Q: 57 clusters Score -8.813979e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61264 members 
Mstep: Class 2 contains 6721 members 
Mstep: Class 3 contains 6983 members 
Mstep: Class 4 contains 47909 members 
Mstep: Class 5 contains 8198 members 
Mstep: Class 6 contains 11292 members 
Mstep: Class 7 contains 54608 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11030 members 
Mstep: Class 10 contains 11469 members 
Mstep: Class 11 contains 10293 members 
Mstep: Class 12 contains 7484 members 
Mstep: Class 13 contains 19647 members 
Mstep: Class 14 contains 37720 members 
Mstep: Class 15 contains 16477 members 
Mstep: Class 16 contains 21874 members 
Mstep: Class 17 contains 24257 members 
Mstep: Class 18 contains 19737 members 
Mstep: Class 19 contains 398 members 
Mstep: Class 20 contains 197586 members 
Mstep: Class 21 contains 12143 members 
Mstep: Class 22 contains 1776 members 
Mstep: Class 23 contains 6192 members 
Mstep: Class 24 contains 2239 members 
Mstep: Class 25 contains 36554 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14851 members 
Mstep: Class 28 contains 18650 members 
Mstep: Class 29 contains 37056 members 
Mstep: Class 30 contains 10532 members 
Mstep: Class 31 contains 9206 members 
Mstep: Class 32 contains 988 members 
Mstep: Class 33 contains 8003 members 
Mstep: Class 34 contains 4025 members 
Mstep: Class 35 contains 230 members 
Mstep: Class 36 contains 1615 members 
Mstep: Class 37 contains 4291 members 
Mstep: Class 38 contains 3424 members 
Mstep: Class 39 contains 34088 members 
Mstep: Class 40 contains 17994 members 
Mstep: Class 41 contains 15623 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2416 members 
Mstep: Class 44 contains 5094 members 
Mstep: Class 45 contains 1935 members 
Mstep: Class 46 contains 1292 members 
Mstep: Class 47 contains 11641 members 
Mstep: Class 48 contains 1779 members 
Mstep: Class 49 contains 1358 members 
Mstep: Class 50 contains 20905 members 
Mstep: Class 51 contains 987 members 
Mstep: Class 52 contains 4813 members 
Mstep: Class 53 contains 7213 members 
Mstep: Class 54 contains 6415 members 
Mstep: Class 55 contains 1534 members 
Mstep: Class 56 contains 4174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88139984.000000 Penalty: 114242.179688
Iteration 365Q: 57 clusters Score -8.813998e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61250 members 
Mstep: Class 2 contains 6787 members 
Mstep: Class 3 contains 6983 members 
Mstep: Class 4 contains 47903 members 
Mstep: Class 5 contains 8189 members 
Mstep: Class 6 contains 11295 members 
Mstep: Class 7 contains 54431 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11031 members 
Mstep: Class 10 contains 11468 members 
Mstep: Class 11 contains 10293 members 
Mstep: Class 12 contains 7485 members 
Mstep: Class 13 contains 19688 members 
Mstep: Class 14 contains 37700 members 
Mstep: Class 15 contains 16475 members 
Mstep: Class 16 contains 21841 members 
Mstep: Class 17 contains 24322 members 
Mstep: Class 18 contains 19741 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 20 contains 197575 members 
Mstep: Class 21 contains 12136 members 
Mstep: Class 22 contains 1777 members 
Mstep: Class 23 contains 6186 members 
Mstep: Class 24 contains 2250 members 
Mstep: Class 25 contains 36573 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14854 members 
Mstep: Class 28 contains 18586 members 
Mstep: Class 29 contains 37025 members 
Mstep: Class 30 contains 10535 members 
Mstep: Class 31 contains 9204 members 
Mstep: Class 32 contains 989 members 
Mstep: Class 33 contains 8003 members 
Mstep: Class 34 contains 4020 members 
Mstep: Class 35 contains 230 members 
Mstep: Class 36 contains 1614 members 
Mstep: Class 37 contains 4302 members 
Mstep: Class 38 contains 3423 members 
Mstep: Class 39 contains 34110 members 
Mstep: Class 40 contains 17993 members 
Mstep: Class 41 contains 15622 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2407 members 
Mstep: Class 44 contains 5094 members 
Mstep: Class 45 contains 1935 members 
Mstep: Class 46 contains 1293 members 
Mstep: Class 47 contains 11638 members 
Mstep: Class 48 contains 1779 members 
Mstep: Class 49 contains 1357 members 
Mstep: Class 50 contains 20896 members 
Mstep: Class 51 contains 993 members 
Mstep: Class 52 contains 4813 members 
Mstep: Class 53 contains 7270 members 
Mstep: Class 54 contains 6495 members 
Mstep: Class 55 contains 1554 members 
Mstep: Class 56 contains 4171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88139896.000000 Penalty: 114242.179688
Iteration 366Q: 57 clusters Score -8.81399e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61237 members 
Mstep: Class 2 contains 6857 members 
Mstep: Class 3 contains 6983 members 
Mstep: Class 4 contains 47898 members 
Mstep: Class 5 contains 8186 members 
Mstep: Class 6 contains 11292 members 
Mstep: Class 7 contains 54275 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11031 members 
Mstep: Class 10 contains 11466 members 
Mstep: Class 11 contains 10293 members 
Mstep: Class 12 contains 7485 members 
Mstep: Class 13 contains 19716 members 
Mstep: Class 14 contains 37692 members 
Mstep: Class 15 contains 16474 members 
Mstep: Class 16 contains 21806 members 
Mstep: Class 17 contains 24386 members 
Mstep: Class 18 contains 19742 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 197562 members 
Mstep: Class 21 contains 12135 members 
Mstep: Class 22 contains 1776 members 
Mstep: Class 23 contains 6174 members 
Mstep: Class 24 contains 2261 members 
Mstep: Class 25 contains 36591 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14853 members 
Mstep: Class 28 contains 18538 members 
Mstep: Class 29 contains 36999 members 
Mstep: Class 30 contains 10539 members 
Mstep: Class 31 contains 9203 members 
Mstep: Class 32 contains 990 members 
Mstep: Class 33 contains 8003 members 
Mstep: Class 34 contains 4018 members 
Mstep: Class 35 contains 230 members 
Mstep: Class 36 contains 1614 members 
Mstep: Class 37 contains 4308 members 
Mstep: Class 38 contains 3425 members 
Mstep: Class 39 contains 34123 members 
Mstep: Class 40 contains 17991 members 
Mstep: Class 41 contains 15621 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2399 members 
Mstep: Class 44 contains 5094 members 
Mstep: Class 45 contains 1938 members 
Mstep: Class 46 contains 1294 members 
Mstep: Class 47 contains 11638 members 
Mstep: Class 48 contains 1779 members 
Mstep: Class 49 contains 1355 members 
Mstep: Class 50 contains 20884 members 
Mstep: Class 51 contains 998 members 
Mstep: Class 52 contains 4813 members 
Mstep: Class 53 contains 7310 members 
Mstep: Class 54 contains 6565 members 
Mstep: Class 55 contains 1577 members 
Mstep: Class 56 contains 4165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140192.000000 Penalty: 114242.179688
Iteration 367Q: 57 clusters Score -8.814019e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61213 members 
Mstep: Class 2 contains 6935 members 
Mstep: Class 3 contains 6983 members 
Mstep: Class 4 contains 47893 members 
Mstep: Class 5 contains 8184 members 
Mstep: Class 6 contains 11296 members 
Mstep: Class 7 contains 54099 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11031 members 
Mstep: Class 10 contains 11466 members 
Mstep: Class 11 contains 10293 members 
Mstep: Class 12 contains 7485 members 
Mstep: Class 13 contains 19737 members 
Mstep: Class 14 contains 37681 members 
Mstep: Class 15 contains 16474 members 
Mstep: Class 16 contains 21777 members 
Mstep: Class 17 contains 24463 members 
Mstep: Class 18 contains 19740 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 197533 members 
Mstep: Class 21 contains 12132 members 
Mstep: Class 22 contains 1776 members 
Mstep: Class 23 contains 6171 members 
Mstep: Class 24 contains 2270 members 
Mstep: Class 25 contains 36605 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14853 members 
Mstep: Class 28 contains 18518 members 
Mstep: Class 29 contains 36977 members 
Mstep: Class 30 contains 10541 members 
Mstep: Class 31 contains 9203 members 
Mstep: Class 32 contains 990 members 
Mstep: Class 33 contains 8003 members 
Mstep: Class 34 contains 4016 members 
Mstep: Class 35 contains 230 members 
Mstep: Class 36 contains 1614 members 
Mstep: Class 37 contains 4312 members 
Mstep: Class 38 contains 3426 members 
Mstep: Class 39 contains 34148 members 
Mstep: Class 40 contains 17989 members 
Mstep: Class 41 contains 15620 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2387 members 
Mstep: Class 44 contains 5094 members 
Mstep: Class 45 contains 1939 members 
Mstep: Class 46 contains 1294 members 
Mstep: Class 47 contains 11642 members 
Mstep: Class 48 contains 1779 members 
Mstep: Class 49 contains 1356 members 
Mstep: Class 50 contains 20875 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 4813 members 
Mstep: Class 53 contains 7343 members 
Mstep: Class 54 contains 6628 members 
Mstep: Class 55 contains 1597 members 
Mstep: Class 56 contains 4158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140192.000000 Penalty: 114242.179688
Iteration 368Q: 57 clusters Score -8.814019e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61204 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 6984 members 
Mstep: Class 4 contains 47883 members 
Mstep: Class 5 contains 8180 members 
Mstep: Class 6 contains 11295 members 
Mstep: Class 7 contains 53942 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11031 members 
Mstep: Class 10 contains 11465 members 
Mstep: Class 11 contains 10293 members 
Mstep: Class 12 contains 7485 members 
Mstep: Class 13 contains 19767 members 
Mstep: Class 14 contains 37674 members 
Mstep: Class 15 contains 16474 members 
Mstep: Class 16 contains 21751 members 
Mstep: Class 17 contains 24518 members 
Mstep: Class 18 contains 19737 members 
Mstep: Class 19 contains 405 members 
Mstep: Class 20 contains 197513 members 
Mstep: Class 21 contains 12128 members 
Mstep: Class 22 contains 1776 members 
Mstep: Class 23 contains 6166 members 
Mstep: Class 24 contains 2279 members 
Mstep: Class 25 contains 36616 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14849 members 
Mstep: Class 28 contains 18499 members 
Mstep: Class 29 contains 36956 members 
Mstep: Class 30 contains 10544 members 
Mstep: Class 31 contains 9207 members 
Mstep: Class 32 contains 990 members 
Mstep: Class 33 contains 8003 members 
Mstep: Class 34 contains 4014 members 
Mstep: Class 35 contains 230 members 
Mstep: Class 36 contains 1614 members 
Mstep: Class 37 contains 4321 members 
Mstep: Class 38 contains 3428 members 
Mstep: Class 39 contains 34164 members 
Mstep: Class 40 contains 17989 members 
Mstep: Class 41 contains 15618 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2382 members 
Mstep: Class 44 contains 5094 members 
Mstep: Class 45 contains 1938 members 
Mstep: Class 46 contains 1294 members 
Mstep: Class 47 contains 11641 members 
Mstep: Class 48 contains 1779 members 
Mstep: Class 49 contains 1357 members 
Mstep: Class 50 contains 20862 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 4813 members 
Mstep: Class 53 contains 7373 members 
Mstep: Class 54 contains 6688 members 
Mstep: Class 55 contains 1612 members 
Mstep: Class 56 contains 4157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140048.000000 Penalty: 114242.179688
Iteration 369Q: 57 clusters Score -8.814005e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61200 members 
Mstep: Class 2 contains 7078 members 
Mstep: Class 3 contains 6984 members 
Mstep: Class 4 contains 47883 members 
Mstep: Class 5 contains 8182 members 
Mstep: Class 6 contains 11295 members 
Mstep: Class 7 contains 53790 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11030 members 
Mstep: Class 10 contains 11465 members 
Mstep: Class 11 contains 10293 members 
Mstep: Class 12 contains 7485 members 
Mstep: Class 13 contains 19785 members 
Mstep: Class 14 contains 37662 members 
Mstep: Class 15 contains 16475 members 
Mstep: Class 16 contains 21741 members 
Mstep: Class 17 contains 24561 members 
Mstep: Class 18 contains 19738 members 
Mstep: Class 19 contains 406 members 
Mstep: Class 20 contains 197516 members 
Mstep: Class 21 contains 12123 members 
Mstep: Class 22 contains 1775 members 
Mstep: Class 23 contains 6157 members 
Mstep: Class 24 contains 2284 members 
Mstep: Class 25 contains 36620 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14849 members 
Mstep: Class 28 contains 18474 members 
Mstep: Class 29 contains 36934 members 
Mstep: Class 30 contains 10543 members 
Mstep: Class 31 contains 9210 members 
Mstep: Class 32 contains 990 members 
Mstep: Class 33 contains 8003 members 
Mstep: Class 34 contains 4009 members 
Mstep: Class 35 contains 230 members 
Mstep: Class 36 contains 1614 members 
Mstep: Class 37 contains 4329 members 
Mstep: Class 38 contains 3428 members 
Mstep: Class 39 contains 34178 members 
Mstep: Class 40 contains 17990 members 
Mstep: Class 41 contains 15617 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2377 members 
Mstep: Class 44 contains 5094 members 
Mstep: Class 45 contains 1938 members 
Mstep: Class 46 contains 1294 members 
Mstep: Class 47 contains 11641 members 
Mstep: Class 48 contains 1779 members 
Mstep: Class 49 contains 1356 members 
Mstep: Class 50 contains 20854 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 4813 members 
Mstep: Class 53 contains 7401 members 
Mstep: Class 54 contains 6731 members 
Mstep: Class 55 contains 1622 members 
Mstep: Class 56 contains 4156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88139976.000000 Penalty: 114242.179688
Iteration 370Q: 57 clusters Score -8.813998e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61194 members 
Mstep: Class 2 contains 7127 members 
Mstep: Class 3 contains 6984 members 
Mstep: Class 4 contains 47880 members 
Mstep: Class 5 contains 8186 members 
Mstep: Class 6 contains 11295 members 
Mstep: Class 7 contains 53689 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11030 members 
Mstep: Class 10 contains 11465 members 
Mstep: Class 11 contains 10293 members 
Mstep: Class 12 contains 7483 members 
Mstep: Class 13 contains 19800 members 
Mstep: Class 14 contains 37642 members 
Mstep: Class 15 contains 16475 members 
Mstep: Class 16 contains 21731 members 
Mstep: Class 17 contains 24585 members 
Mstep: Class 18 contains 19737 members 
Mstep: Class 19 contains 407 members 
Mstep: Class 20 contains 197500 members 
Mstep: Class 21 contains 12120 members 
Mstep: Class 22 contains 1775 members 
Mstep: Class 23 contains 6153 members 
Mstep: Class 24 contains 2285 members 
Mstep: Class 25 contains 36618 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14851 members 
Mstep: Class 28 contains 18469 members 
Mstep: Class 29 contains 36915 members 
Mstep: Class 30 contains 10543 members 
Mstep: Class 31 contains 9210 members 
Mstep: Class 32 contains 990 members 
Mstep: Class 33 contains 8003 members 
Mstep: Class 34 contains 4008 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1615 members 
Mstep: Class 37 contains 4333 members 
Mstep: Class 38 contains 3429 members 
Mstep: Class 39 contains 34195 members 
Mstep: Class 40 contains 17990 members 
Mstep: Class 41 contains 15616 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2368 members 
Mstep: Class 44 contains 5094 members 
Mstep: Class 45 contains 1938 members 
Mstep: Class 46 contains 1294 members 
Mstep: Class 47 contains 11646 members 
Mstep: Class 48 contains 1780 members 
Mstep: Class 49 contains 1355 members 
Mstep: Class 50 contains 20845 members 
Mstep: Class 51 contains 1002 members 
Mstep: Class 52 contains 4813 members 
Mstep: Class 53 contains 7426 members 
Mstep: Class 54 contains 6789 members 
Mstep: Class 55 contains 1629 members 
Mstep: Class 56 contains 4154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140008.000000 Penalty: 114242.179688
Iteration 371Q: 57 clusters Score -8.814001e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61176 members 
Mstep: Class 2 contains 7164 members 
Mstep: Class 3 contains 6985 members 
Mstep: Class 4 contains 47870 members 
Mstep: Class 5 contains 8183 members 
Mstep: Class 6 contains 11295 members 
Mstep: Class 7 contains 53615 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11030 members 
Mstep: Class 10 contains 11465 members 
Mstep: Class 11 contains 10293 members 
Mstep: Class 12 contains 7483 members 
Mstep: Class 13 contains 19816 members 
Mstep: Class 14 contains 37631 members 
Mstep: Class 15 contains 16475 members 
Mstep: Class 16 contains 21722 members 
Mstep: Class 17 contains 24601 members 
Mstep: Class 18 contains 19734 members 
Mstep: Class 19 contains 408 members 
Mstep: Class 20 contains 197489 members 
Mstep: Class 21 contains 12119 members 
Mstep: Class 22 contains 1777 members 
Mstep: Class 23 contains 6149 members 
Mstep: Class 24 contains 2290 members 
Mstep: Class 25 contains 36621 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14854 members 
Mstep: Class 28 contains 18479 members 
Mstep: Class 29 contains 36891 members 
Mstep: Class 30 contains 10545 members 
Mstep: Class 31 contains 9211 members 
Mstep: Class 32 contains 989 members 
Mstep: Class 33 contains 8003 members 
Mstep: Class 34 contains 4005 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1615 members 
Mstep: Class 37 contains 4339 members 
Mstep: Class 38 contains 3432 members 
Mstep: Class 39 contains 34200 members 
Mstep: Class 40 contains 17990 members 
Mstep: Class 41 contains 15614 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2357 members 
Mstep: Class 44 contains 5094 members 
Mstep: Class 45 contains 1939 members 
Mstep: Class 46 contains 1294 members 
Mstep: Class 47 contains 11643 members 
Mstep: Class 48 contains 1781 members 
Mstep: Class 49 contains 1355 members 
Mstep: Class 50 contains 20836 members 
Mstep: Class 51 contains 1002 members 
Mstep: Class 52 contains 4813 members 
Mstep: Class 53 contains 7439 members 
Mstep: Class 54 contains 6856 members 
Mstep: Class 55 contains 1636 members 
Mstep: Class 56 contains 4151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140072.000000 Penalty: 114242.179688
Iteration 372Q: 57 clusters Score -8.814007e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61163 members 
Mstep: Class 2 contains 7198 members 
Mstep: Class 3 contains 6985 members 
Mstep: Class 4 contains 47867 members 
Mstep: Class 5 contains 8185 members 
Mstep: Class 6 contains 11295 members 
Mstep: Class 7 contains 53535 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11030 members 
Mstep: Class 10 contains 11465 members 
Mstep: Class 11 contains 10293 members 
Mstep: Class 12 contains 7479 members 
Mstep: Class 13 contains 19836 members 
Mstep: Class 14 contains 37628 members 
Mstep: Class 15 contains 16475 members 
Mstep: Class 16 contains 21715 members 
Mstep: Class 17 contains 24591 members 
Mstep: Class 18 contains 19734 members 
Mstep: Class 19 contains 409 members 
Mstep: Class 20 contains 197494 members 
Mstep: Class 21 contains 12117 members 
Mstep: Class 22 contains 1777 members 
Mstep: Class 23 contains 6143 members 
Mstep: Class 24 contains 2300 members 
Mstep: Class 25 contains 36625 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14857 members 
Mstep: Class 28 contains 18477 members 
Mstep: Class 29 contains 36865 members 
Mstep: Class 30 contains 10545 members 
Mstep: Class 31 contains 9214 members 
Mstep: Class 32 contains 989 members 
Mstep: Class 33 contains 8003 members 
Mstep: Class 34 contains 4005 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1615 members 
Mstep: Class 37 contains 4341 members 
Mstep: Class 38 contains 3433 members 
Mstep: Class 39 contains 34204 members 
Mstep: Class 40 contains 17990 members 
Mstep: Class 41 contains 15614 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2350 members 
Mstep: Class 44 contains 5094 members 
Mstep: Class 45 contains 1937 members 
Mstep: Class 46 contains 1294 members 
Mstep: Class 47 contains 11645 members 
Mstep: Class 48 contains 1781 members 
Mstep: Class 49 contains 1355 members 
Mstep: Class 50 contains 20824 members 
Mstep: Class 51 contains 1003 members 
Mstep: Class 52 contains 4813 members 
Mstep: Class 53 contains 7454 members 
Mstep: Class 54 contains 6923 members 
Mstep: Class 55 contains 1643 members 
Mstep: Class 56 contains 4147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140280.000000 Penalty: 114242.179688
Iteration 373Q: 57 clusters Score -8.814028e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61157 members 
Mstep: Class 2 contains 7229 members 
Mstep: Class 3 contains 6984 members 
Mstep: Class 4 contains 47861 members 
Mstep: Class 5 contains 8189 members 
Mstep: Class 6 contains 11295 members 
Mstep: Class 7 contains 53472 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11030 members 
Mstep: Class 10 contains 11465 members 
Mstep: Class 11 contains 10293 members 
Mstep: Class 12 contains 7478 members 
Mstep: Class 13 contains 19864 members 
Mstep: Class 14 contains 37621 members 
Mstep: Class 15 contains 16475 members 
Mstep: Class 16 contains 21709 members 
Mstep: Class 17 contains 24592 members 
Mstep: Class 18 contains 19733 members 
Mstep: Class 19 contains 410 members 
Mstep: Class 20 contains 197486 members 
Mstep: Class 21 contains 12115 members 
Mstep: Class 22 contains 1777 members 
Mstep: Class 23 contains 6135 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 36621 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14856 members 
Mstep: Class 28 contains 18483 members 
Mstep: Class 29 contains 36837 members 
Mstep: Class 30 contains 10545 members 
Mstep: Class 31 contains 9215 members 
Mstep: Class 32 contains 989 members 
Mstep: Class 33 contains 8002 members 
Mstep: Class 34 contains 4005 members 
Mstep: Class 35 contains 228 members 
Mstep: Class 36 contains 1614 members 
Mstep: Class 37 contains 4345 members 
Mstep: Class 38 contains 3434 members 
Mstep: Class 39 contains 34206 members 
Mstep: Class 40 contains 17990 members 
Mstep: Class 41 contains 15614 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2344 members 
Mstep: Class 44 contains 5094 members 
Mstep: Class 45 contains 1936 members 
Mstep: Class 46 contains 1294 members 
Mstep: Class 47 contains 11647 members 
Mstep: Class 48 contains 1781 members 
Mstep: Class 49 contains 1355 members 
Mstep: Class 50 contains 20820 members 
Mstep: Class 51 contains 1003 members 
Mstep: Class 52 contains 4813 members 
Mstep: Class 53 contains 7468 members 
Mstep: Class 54 contains 6979 members 
Mstep: Class 55 contains 1643 members 
Mstep: Class 56 contains 4142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140352.000000 Penalty: 114242.179688
Iteration 374Q: 57 clusters Score -8.814035e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61141 members 
Mstep: Class 2 contains 7253 members 
Mstep: Class 3 contains 6984 members 
Mstep: Class 4 contains 47858 members 
Mstep: Class 5 contains 8196 members 
Mstep: Class 6 contains 11295 members 
Mstep: Class 7 contains 53415 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11030 members 
Mstep: Class 10 contains 11465 members 
Mstep: Class 11 contains 10293 members 
Mstep: Class 12 contains 7476 members 
Mstep: Class 13 contains 19878 members 
Mstep: Class 14 contains 37610 members 
Mstep: Class 15 contains 16475 members 
Mstep: Class 16 contains 21693 members 
Mstep: Class 17 contains 24619 members 
Mstep: Class 18 contains 19733 members 
Mstep: Class 19 contains 410 members 
Mstep: Class 20 contains 197472 members 
Mstep: Class 21 contains 12107 members 
Mstep: Class 22 contains 1778 members 
Mstep: Class 23 contains 6130 members 
Mstep: Class 24 contains 2322 members 
Mstep: Class 25 contains 36625 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14856 members 
Mstep: Class 28 contains 18495 members 
Mstep: Class 29 contains 36805 members 
Mstep: Class 30 contains 10545 members 
Mstep: Class 31 contains 9218 members 
Mstep: Class 32 contains 989 members 
Mstep: Class 33 contains 8002 members 
Mstep: Class 34 contains 4005 members 
Mstep: Class 35 contains 228 members 
Mstep: Class 36 contains 1614 members 
Mstep: Class 37 contains 4345 members 
Mstep: Class 38 contains 3433 members 
Mstep: Class 39 contains 34213 members 
Mstep: Class 40 contains 17990 members 
Mstep: Class 41 contains 15614 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2337 members 
Mstep: Class 44 contains 5094 members 
Mstep: Class 45 contains 1935 members 
Mstep: Class 46 contains 1294 members 
Mstep: Class 47 contains 11651 members 
Mstep: Class 48 contains 1781 members 
Mstep: Class 49 contains 1355 members 
Mstep: Class 50 contains 20814 members 
Mstep: Class 51 contains 1003 members 
Mstep: Class 52 contains 4813 members 
Mstep: Class 53 contains 7479 members 
Mstep: Class 54 contains 7027 members 
Mstep: Class 55 contains 1646 members 
Mstep: Class 56 contains 4144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140216.000000 Penalty: 114242.179688
Iteration 375Q: 57 clusters Score -8.814022e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61125 members 
Mstep: Class 2 contains 7284 members 
Mstep: Class 3 contains 6984 members 
Mstep: Class 4 contains 47855 members 
Mstep: Class 5 contains 8199 members 
Mstep: Class 6 contains 11296 members 
Mstep: Class 7 contains 53358 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11030 members 
Mstep: Class 10 contains 11465 members 
Mstep: Class 11 contains 10293 members 
Mstep: Class 12 contains 7476 members 
Mstep: Class 13 contains 19890 members 
Mstep: Class 14 contains 37599 members 
Mstep: Class 15 contains 16475 members 
Mstep: Class 16 contains 21675 members 
Mstep: Class 17 contains 24650 members 
Mstep: Class 18 contains 19734 members 
Mstep: Class 19 contains 410 members 
Mstep: Class 20 contains 197459 members 
Mstep: Class 21 contains 12101 members 
Mstep: Class 22 contains 1778 members 
Mstep: Class 23 contains 6125 members 
Mstep: Class 24 contains 2334 members 
Mstep: Class 25 contains 36627 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14856 members 
Mstep: Class 28 contains 18494 members 
Mstep: Class 29 contains 36783 members 
Mstep: Class 30 contains 10545 members 
Mstep: Class 31 contains 9220 members 
Mstep: Class 32 contains 988 members 
Mstep: Class 33 contains 8001 members 
Mstep: Class 34 contains 4005 members 
Mstep: Class 35 contains 228 members 
Mstep: Class 36 contains 1614 members 
Mstep: Class 37 contains 4352 members 
Mstep: Class 38 contains 3435 members 
Mstep: Class 39 contains 34222 members 
Mstep: Class 40 contains 17990 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2331 members 
Mstep: Class 44 contains 5094 members 
Mstep: Class 45 contains 1934 members 
Mstep: Class 46 contains 1294 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 1783 members 
Mstep: Class 49 contains 1355 members 
Mstep: Class 50 contains 20808 members 
Mstep: Class 51 contains 1003 members 
Mstep: Class 52 contains 4813 members 
Mstep: Class 53 contains 7492 members 
Mstep: Class 54 contains 7060 members 
Mstep: Class 55 contains 1650 members 
Mstep: Class 56 contains 4140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140304.000000 Penalty: 114242.179688
Iteration 376Q: 57 clusters Score -8.81403e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61112 members 
Mstep: Class 2 contains 7304 members 
Mstep: Class 3 contains 6984 members 
Mstep: Class 4 contains 47852 members 
Mstep: Class 5 contains 8205 members 
Mstep: Class 6 contains 11296 members 
Mstep: Class 7 contains 53313 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11030 members 
Mstep: Class 10 contains 11465 members 
Mstep: Class 11 contains 10293 members 
Mstep: Class 12 contains 7476 members 
Mstep: Class 13 contains 19897 members 
Mstep: Class 14 contains 37588 members 
Mstep: Class 15 contains 16475 members 
Mstep: Class 16 contains 21666 members 
Mstep: Class 17 contains 24667 members 
Mstep: Class 18 contains 19733 members 
Mstep: Class 19 contains 410 members 
Mstep: Class 20 contains 197441 members 
Mstep: Class 21 contains 12098 members 
Mstep: Class 22 contains 1778 members 
Mstep: Class 23 contains 6122 members 
Mstep: Class 24 contains 2342 members 
Mstep: Class 25 contains 36634 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14856 members 
Mstep: Class 28 contains 18497 members 
Mstep: Class 29 contains 36764 members 
Mstep: Class 30 contains 10545 members 
Mstep: Class 31 contains 9223 members 
Mstep: Class 32 contains 988 members 
Mstep: Class 33 contains 8001 members 
Mstep: Class 34 contains 4005 members 
Mstep: Class 35 contains 228 members 
Mstep: Class 36 contains 1614 members 
Mstep: Class 37 contains 4351 members 
Mstep: Class 38 contains 3439 members 
Mstep: Class 39 contains 34233 members 
Mstep: Class 40 contains 17990 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2322 members 
Mstep: Class 44 contains 5094 members 
Mstep: Class 45 contains 1934 members 
Mstep: Class 46 contains 1294 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 1783 members 
Mstep: Class 49 contains 1355 members 
Mstep: Class 50 contains 20797 members 
Mstep: Class 51 contains 1003 members 
Mstep: Class 52 contains 4812 members 
Mstep: Class 53 contains 7504 members 
Mstep: Class 54 contains 7107 members 
Mstep: Class 55 contains 1655 members 
Mstep: Class 56 contains 4137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140368.000000 Penalty: 114242.179688
Iteration 377Q: 57 clusters Score -8.814037e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61104 members 
Mstep: Class 2 contains 7324 members 
Mstep: Class 3 contains 6984 members 
Mstep: Class 4 contains 47852 members 
Mstep: Class 5 contains 8206 members 
Mstep: Class 6 contains 11296 members 
Mstep: Class 7 contains 53266 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11030 members 
Mstep: Class 10 contains 11465 members 
Mstep: Class 11 contains 10293 members 
Mstep: Class 12 contains 7474 members 
Mstep: Class 13 contains 19914 members 
Mstep: Class 14 contains 37585 members 
Mstep: Class 15 contains 16475 members 
Mstep: Class 16 contains 21663 members 
Mstep: Class 17 contains 24653 members 
Mstep: Class 18 contains 19734 members 
Mstep: Class 19 contains 411 members 
Mstep: Class 20 contains 197433 members 
Mstep: Class 21 contains 12095 members 
Mstep: Class 22 contains 1779 members 
Mstep: Class 23 contains 6124 members 
Mstep: Class 24 contains 2347 members 
Mstep: Class 25 contains 36633 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14853 members 
Mstep: Class 28 contains 18499 members 
Mstep: Class 29 contains 36742 members 
Mstep: Class 30 contains 10545 members 
Mstep: Class 31 contains 9222 members 
Mstep: Class 32 contains 988 members 
Mstep: Class 33 contains 8000 members 
Mstep: Class 34 contains 4004 members 
Mstep: Class 35 contains 228 members 
Mstep: Class 36 contains 1614 members 
Mstep: Class 37 contains 4355 members 
Mstep: Class 38 contains 3439 members 
Mstep: Class 39 contains 34238 members 
Mstep: Class 40 contains 17990 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2319 members 
Mstep: Class 44 contains 5094 members 
Mstep: Class 45 contains 1932 members 
Mstep: Class 46 contains 1294 members 
Mstep: Class 47 contains 11668 members 
Mstep: Class 48 contains 1783 members 
Mstep: Class 49 contains 1355 members 
Mstep: Class 50 contains 20790 members 
Mstep: Class 51 contains 1004 members 
Mstep: Class 52 contains 4811 members 
Mstep: Class 53 contains 7516 members 
Mstep: Class 54 contains 7154 members 
Mstep: Class 55 contains 1658 members 
Mstep: Class 56 contains 4133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140264.000000 Penalty: 114242.179688
Iteration 378Q: 57 clusters Score -8.814026e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61098 members 
Mstep: Class 2 contains 7347 members 
Mstep: Class 3 contains 6984 members 
Mstep: Class 4 contains 47848 members 
Mstep: Class 5 contains 8206 members 
Mstep: Class 6 contains 11296 members 
Mstep: Class 7 contains 53221 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11030 members 
Mstep: Class 10 contains 11465 members 
Mstep: Class 11 contains 10293 members 
Mstep: Class 12 contains 7475 members 
Mstep: Class 13 contains 19931 members 
Mstep: Class 14 contains 37577 members 
Mstep: Class 15 contains 16475 members 
Mstep: Class 16 contains 21661 members 
Mstep: Class 17 contains 24651 members 
Mstep: Class 18 contains 19736 members 
Mstep: Class 19 contains 412 members 
Mstep: Class 20 contains 197417 members 
Mstep: Class 21 contains 12095 members 
Mstep: Class 22 contains 1778 members 
Mstep: Class 23 contains 6115 members 
Mstep: Class 24 contains 2350 members 
Mstep: Class 25 contains 36636 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14853 members 
Mstep: Class 28 contains 18513 members 
Mstep: Class 29 contains 36717 members 
Mstep: Class 30 contains 10545 members 
Mstep: Class 31 contains 9222 members 
Mstep: Class 32 contains 988 members 
Mstep: Class 33 contains 7997 members 
Mstep: Class 34 contains 4005 members 
Mstep: Class 35 contains 228 members 
Mstep: Class 36 contains 1614 members 
Mstep: Class 37 contains 4357 members 
Mstep: Class 38 contains 3440 members 
Mstep: Class 39 contains 34242 members 
Mstep: Class 40 contains 17990 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2311 members 
Mstep: Class 44 contains 5094 members 
Mstep: Class 45 contains 1931 members 
Mstep: Class 46 contains 1294 members 
Mstep: Class 47 contains 11671 members 
Mstep: Class 48 contains 1783 members 
Mstep: Class 49 contains 1355 members 
Mstep: Class 50 contains 20790 members 
Mstep: Class 51 contains 1004 members 
Mstep: Class 52 contains 4811 members 
Mstep: Class 53 contains 7522 members 
Mstep: Class 54 contains 7205 members 
Mstep: Class 55 contains 1661 members 
Mstep: Class 56 contains 4128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140312.000000 Penalty: 114242.179688
Iteration 379Q: 57 clusters Score -8.814031e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61098 members 
Mstep: Class 2 contains 7358 members 
Mstep: Class 3 contains 6984 members 
Mstep: Class 4 contains 47842 members 
Mstep: Class 5 contains 8208 members 
Mstep: Class 6 contains 11296 members 
Mstep: Class 7 contains 53181 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11030 members 
Mstep: Class 10 contains 11465 members 
Mstep: Class 11 contains 10293 members 
Mstep: Class 12 contains 7474 members 
Mstep: Class 13 contains 19937 members 
Mstep: Class 14 contains 37574 members 
Mstep: Class 15 contains 16475 members 
Mstep: Class 16 contains 21662 members 
Mstep: Class 17 contains 24651 members 
Mstep: Class 18 contains 19737 members 
Mstep: Class 19 contains 412 members 
Mstep: Class 20 contains 197402 members 
Mstep: Class 21 contains 12093 members 
Mstep: Class 22 contains 1779 members 
Mstep: Class 23 contains 6113 members 
Mstep: Class 24 contains 2353 members 
Mstep: Class 25 contains 36634 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14851 members 
Mstep: Class 28 contains 18522 members 
Mstep: Class 29 contains 36697 members 
Mstep: Class 30 contains 10544 members 
Mstep: Class 31 contains 9224 members 
Mstep: Class 32 contains 988 members 
Mstep: Class 33 contains 7996 members 
Mstep: Class 34 contains 4003 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1613 members 
Mstep: Class 37 contains 4359 members 
Mstep: Class 38 contains 3441 members 
Mstep: Class 39 contains 34245 members 
Mstep: Class 40 contains 17990 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2306 members 
Mstep: Class 44 contains 5094 members 
Mstep: Class 45 contains 1930 members 
Mstep: Class 46 contains 1294 members 
Mstep: Class 47 contains 11677 members 
Mstep: Class 48 contains 1783 members 
Mstep: Class 49 contains 1355 members 
Mstep: Class 50 contains 20786 members 
Mstep: Class 51 contains 1004 members 
Mstep: Class 52 contains 4811 members 
Mstep: Class 53 contains 7526 members 
Mstep: Class 54 contains 7259 members 
Mstep: Class 55 contains 1666 members 
Mstep: Class 56 contains 4126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140312.000000 Penalty: 114242.179688
Iteration 380F: 57 clusters Score -8.814031e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61093 members 
Mstep: Class 2 contains 7367 members 
Mstep: Class 3 contains 6985 members 
Mstep: Class 4 contains 47836 members 
Mstep: Class 5 contains 8211 members 
Mstep: Class 6 contains 11296 members 
Mstep: Class 7 contains 53140 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11030 members 
Mstep: Class 10 contains 11465 members 
Mstep: Class 11 contains 10293 members 
Mstep: Class 12 contains 7475 members 
Mstep: Class 13 contains 19940 members 
Mstep: Class 14 contains 37571 members 
Mstep: Class 15 contains 16475 members 
Mstep: Class 16 contains 21666 members 
Mstep: Class 17 contains 24659 members 
Mstep: Class 18 contains 19737 members 
Mstep: Class 19 contains 412 members 
Mstep: Class 20 contains 197398 members 
Mstep: Class 21 contains 12088 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 6111 members 
Mstep: Class 24 contains 2352 members 
Mstep: Class 25 contains 36632 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14851 members 
Mstep: Class 28 contains 18529 members 
Mstep: Class 29 contains 36681 members 
Mstep: Class 30 contains 10545 members 
Mstep: Class 31 contains 9226 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 7996 members 
Mstep: Class 34 contains 4002 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1614 members 
Mstep: Class 37 contains 4364 members 
Mstep: Class 38 contains 3440 members 
Mstep: Class 39 contains 34249 members 
Mstep: Class 40 contains 17990 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2305 members 
Mstep: Class 44 contains 5094 members 
Mstep: Class 45 contains 1929 members 
Mstep: Class 46 contains 1294 members 
Mstep: Class 47 contains 11682 members 
Mstep: Class 48 contains 1782 members 
Mstep: Class 49 contains 1355 members 
Mstep: Class 50 contains 20779 members 
Mstep: Class 51 contains 1004 members 
Mstep: Class 52 contains 4811 members 
Mstep: Class 53 contains 7533 members 
Mstep: Class 54 contains 7292 members 
Mstep: Class 55 contains 1670 members 
Mstep: Class 56 contains 4125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140272.000000 Penalty: 114242.179688
Iteration 381Q: 57 clusters Score -8.814027e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61086 members 
Mstep: Class 2 contains 7374 members 
Mstep: Class 3 contains 6985 members 
Mstep: Class 4 contains 47832 members 
Mstep: Class 5 contains 8213 members 
Mstep: Class 6 contains 11299 members 
Mstep: Class 7 contains 53099 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11030 members 
Mstep: Class 10 contains 11465 members 
Mstep: Class 11 contains 10293 members 
Mstep: Class 12 contains 7475 members 
Mstep: Class 13 contains 19953 members 
Mstep: Class 14 contains 37562 members 
Mstep: Class 15 contains 16475 members 
Mstep: Class 16 contains 21660 members 
Mstep: Class 17 contains 24663 members 
Mstep: Class 18 contains 19735 members 
Mstep: Class 19 contains 412 members 
Mstep: Class 20 contains 197396 members 
Mstep: Class 21 contains 12083 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 6108 members 
Mstep: Class 24 contains 2352 members 
Mstep: Class 25 contains 36632 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14853 members 
Mstep: Class 28 contains 18530 members 
Mstep: Class 29 contains 36672 members 
Mstep: Class 30 contains 10545 members 
Mstep: Class 31 contains 9226 members 
Mstep: Class 32 contains 986 members 
Mstep: Class 33 contains 7996 members 
Mstep: Class 34 contains 4004 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1615 members 
Mstep: Class 37 contains 4367 members 
Mstep: Class 38 contains 3440 members 
Mstep: Class 39 contains 34257 members 
Mstep: Class 40 contains 17990 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2303 members 
Mstep: Class 44 contains 5094 members 
Mstep: Class 45 contains 1928 members 
Mstep: Class 46 contains 1294 members 
Mstep: Class 47 contains 11685 members 
Mstep: Class 48 contains 1783 members 
Mstep: Class 49 contains 1355 members 
Mstep: Class 50 contains 20773 members 
Mstep: Class 51 contains 1004 members 
Mstep: Class 52 contains 4811 members 
Mstep: Class 53 contains 7544 members 
Mstep: Class 54 contains 7331 members 
Mstep: Class 55 contains 1672 members 
Mstep: Class 56 contains 4121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140384.000000 Penalty: 114242.179688
Iteration 382Q: 57 clusters Score -8.814038e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61085 members 
Mstep: Class 2 contains 7376 members 
Mstep: Class 3 contains 6984 members 
Mstep: Class 4 contains 47829 members 
Mstep: Class 5 contains 8214 members 
Mstep: Class 6 contains 11302 members 
Mstep: Class 7 contains 53072 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11030 members 
Mstep: Class 10 contains 11465 members 
Mstep: Class 11 contains 10293 members 
Mstep: Class 12 contains 7476 members 
Mstep: Class 13 contains 19961 members 
Mstep: Class 14 contains 37556 members 
Mstep: Class 15 contains 16475 members 
Mstep: Class 16 contains 21658 members 
Mstep: Class 17 contains 24684 members 
Mstep: Class 18 contains 19732 members 
Mstep: Class 19 contains 413 members 
Mstep: Class 20 contains 197368 members 
Mstep: Class 21 contains 12082 members 
Mstep: Class 22 contains 1782 members 
Mstep: Class 23 contains 6102 members 
Mstep: Class 24 contains 2354 members 
Mstep: Class 25 contains 36633 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14855 members 
Mstep: Class 28 contains 18530 members 
Mstep: Class 29 contains 36666 members 
Mstep: Class 30 contains 10545 members 
Mstep: Class 31 contains 9227 members 
Mstep: Class 32 contains 983 members 
Mstep: Class 33 contains 7996 members 
Mstep: Class 34 contains 4004 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1615 members 
Mstep: Class 37 contains 4368 members 
Mstep: Class 38 contains 3443 members 
Mstep: Class 39 contains 34262 members 
Mstep: Class 40 contains 17990 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2301 members 
Mstep: Class 44 contains 5094 members 
Mstep: Class 45 contains 1927 members 
Mstep: Class 46 contains 1294 members 
Mstep: Class 47 contains 11689 members 
Mstep: Class 48 contains 1783 members 
Mstep: Class 49 contains 1355 members 
Mstep: Class 50 contains 20774 members 
Mstep: Class 51 contains 1004 members 
Mstep: Class 52 contains 4811 members 
Mstep: Class 53 contains 7557 members 
Mstep: Class 54 contains 7351 members 
Mstep: Class 55 contains 1672 members 
Mstep: Class 56 contains 4119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140264.000000 Penalty: 114242.179688
Iteration 383Q: 57 clusters Score -8.814026e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61086 members 
Mstep: Class 2 contains 7373 members 
Mstep: Class 3 contains 6985 members 
Mstep: Class 4 contains 47826 members 
Mstep: Class 5 contains 8212 members 
Mstep: Class 6 contains 11301 members 
Mstep: Class 7 contains 53051 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11030 members 
Mstep: Class 10 contains 11465 members 
Mstep: Class 11 contains 10293 members 
Mstep: Class 12 contains 7477 members 
Mstep: Class 13 contains 19964 members 
Mstep: Class 14 contains 37553 members 
Mstep: Class 15 contains 16475 members 
Mstep: Class 16 contains 21654 members 
Mstep: Class 17 contains 24702 members 
Mstep: Class 18 contains 19730 members 
Mstep: Class 19 contains 414 members 
Mstep: Class 20 contains 197358 members 
Mstep: Class 21 contains 12081 members 
Mstep: Class 22 contains 1781 members 
Mstep: Class 23 contains 6099 members 
Mstep: Class 24 contains 2357 members 
Mstep: Class 25 contains 36635 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14855 members 
Mstep: Class 28 contains 18532 members 
Mstep: Class 29 contains 36657 members 
Mstep: Class 30 contains 10545 members 
Mstep: Class 31 contains 9228 members 
Mstep: Class 32 contains 983 members 
Mstep: Class 33 contains 7996 members 
Mstep: Class 34 contains 4002 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1615 members 
Mstep: Class 37 contains 4368 members 
Mstep: Class 38 contains 3444 members 
Mstep: Class 39 contains 34263 members 
Mstep: Class 40 contains 17990 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2299 members 
Mstep: Class 44 contains 5094 members 
Mstep: Class 45 contains 1927 members 
Mstep: Class 46 contains 1294 members 
Mstep: Class 47 contains 11684 members 
Mstep: Class 48 contains 1783 members 
Mstep: Class 49 contains 1355 members 
Mstep: Class 50 contains 20771 members 
Mstep: Class 51 contains 1004 members 
Mstep: Class 52 contains 4811 members 
Mstep: Class 53 contains 7572 members 
Mstep: Class 54 contains 7374 members 
Mstep: Class 55 contains 1674 members 
Mstep: Class 56 contains 4119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140352.000000 Penalty: 114242.179688
Iteration 384Q: 57 clusters Score -8.814035e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61079 members 
Mstep: Class 2 contains 7375 members 
Mstep: Class 3 contains 6986 members 
Mstep: Class 4 contains 47818 members 
Mstep: Class 5 contains 8214 members 
Mstep: Class 6 contains 11300 members 
Mstep: Class 7 contains 53033 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11030 members 
Mstep: Class 10 contains 11465 members 
Mstep: Class 11 contains 10293 members 
Mstep: Class 12 contains 7476 members 
Mstep: Class 13 contains 19975 members 
Mstep: Class 14 contains 37548 members 
Mstep: Class 15 contains 16475 members 
Mstep: Class 16 contains 21650 members 
Mstep: Class 17 contains 24717 members 
Mstep: Class 18 contains 19731 members 
Mstep: Class 19 contains 414 members 
Mstep: Class 20 contains 197346 members 
Mstep: Class 21 contains 12079 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 6100 members 
Mstep: Class 24 contains 2358 members 
Mstep: Class 25 contains 36634 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14855 members 
Mstep: Class 28 contains 18540 members 
Mstep: Class 29 contains 36650 members 
Mstep: Class 30 contains 10545 members 
Mstep: Class 31 contains 9229 members 
Mstep: Class 32 contains 981 members 
Mstep: Class 33 contains 7996 members 
Mstep: Class 34 contains 3998 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1615 members 
Mstep: Class 37 contains 4370 members 
Mstep: Class 38 contains 3445 members 
Mstep: Class 39 contains 34266 members 
Mstep: Class 40 contains 17990 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2298 members 
Mstep: Class 44 contains 5094 members 
Mstep: Class 45 contains 1929 members 
Mstep: Class 46 contains 1294 members 
Mstep: Class 47 contains 11679 members 
Mstep: Class 48 contains 1783 members 
Mstep: Class 49 contains 1354 members 
Mstep: Class 50 contains 20770 members 
Mstep: Class 51 contains 1004 members 
Mstep: Class 52 contains 4812 members 
Mstep: Class 53 contains 7582 members 
Mstep: Class 54 contains 7392 members 
Mstep: Class 55 contains 1675 members 
Mstep: Class 56 contains 4119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140176.000000 Penalty: 114242.179688
Iteration 385Q: 57 clusters Score -8.814018e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61071 members 
Mstep: Class 2 contains 7379 members 
Mstep: Class 3 contains 6986 members 
Mstep: Class 4 contains 47812 members 
Mstep: Class 5 contains 8215 members 
Mstep: Class 6 contains 11300 members 
Mstep: Class 7 contains 53015 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11030 members 
Mstep: Class 10 contains 11465 members 
Mstep: Class 11 contains 10293 members 
Mstep: Class 12 contains 7475 members 
Mstep: Class 13 contains 19978 members 
Mstep: Class 14 contains 37544 members 
Mstep: Class 15 contains 16475 members 
Mstep: Class 16 contains 21645 members 
Mstep: Class 17 contains 24729 members 
Mstep: Class 18 contains 19731 members 
Mstep: Class 19 contains 413 members 
Mstep: Class 20 contains 197327 members 
Mstep: Class 21 contains 12078 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 6099 members 
Mstep: Class 24 contains 2363 members 
Mstep: Class 25 contains 36635 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14854 members 
Mstep: Class 28 contains 18546 members 
Mstep: Class 29 contains 36647 members 
Mstep: Class 30 contains 10545 members 
Mstep: Class 31 contains 9233 members 
Mstep: Class 32 contains 979 members 
Mstep: Class 33 contains 7995 members 
Mstep: Class 34 contains 3998 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1616 members 
Mstep: Class 37 contains 4370 members 
Mstep: Class 38 contains 3445 members 
Mstep: Class 39 contains 34274 members 
Mstep: Class 40 contains 17990 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2298 members 
Mstep: Class 44 contains 5094 members 
Mstep: Class 45 contains 1929 members 
Mstep: Class 46 contains 1294 members 
Mstep: Class 47 contains 11682 members 
Mstep: Class 48 contains 1783 members 
Mstep: Class 49 contains 1354 members 
Mstep: Class 50 contains 20769 members 
Mstep: Class 51 contains 1004 members 
Mstep: Class 52 contains 4813 members 
Mstep: Class 53 contains 7591 members 
Mstep: Class 54 contains 7407 members 
Mstep: Class 55 contains 1674 members 
Mstep: Class 56 contains 4119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140320.000000 Penalty: 114242.179688
Iteration 386Q: 57 clusters Score -8.814032e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61067 members 
Mstep: Class 2 contains 7383 members 
Mstep: Class 3 contains 6984 members 
Mstep: Class 4 contains 47811 members 
Mstep: Class 5 contains 8215 members 
Mstep: Class 6 contains 11299 members 
Mstep: Class 7 contains 52998 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11030 members 
Mstep: Class 10 contains 11465 members 
Mstep: Class 11 contains 10293 members 
Mstep: Class 12 contains 7475 members 
Mstep: Class 13 contains 19984 members 
Mstep: Class 14 contains 37543 members 
Mstep: Class 15 contains 16475 members 
Mstep: Class 16 contains 21637 members 
Mstep: Class 17 contains 24735 members 
Mstep: Class 18 contains 19730 members 
Mstep: Class 19 contains 413 members 
Mstep: Class 20 contains 197304 members 
Mstep: Class 21 contains 12077 members 
Mstep: Class 22 contains 1782 members 
Mstep: Class 23 contains 6097 members 
Mstep: Class 24 contains 2370 members 
Mstep: Class 25 contains 36636 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14854 members 
Mstep: Class 28 contains 18558 members 
Mstep: Class 29 contains 36641 members 
Mstep: Class 30 contains 10545 members 
Mstep: Class 31 contains 9236 members 
Mstep: Class 32 contains 976 members 
Mstep: Class 33 contains 7995 members 
Mstep: Class 34 contains 3998 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1618 members 
Mstep: Class 37 contains 4370 members 
Mstep: Class 38 contains 3446 members 
Mstep: Class 39 contains 34280 members 
Mstep: Class 40 contains 17990 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2297 members 
Mstep: Class 44 contains 5094 members 
Mstep: Class 45 contains 1929 members 
Mstep: Class 46 contains 1294 members 
Mstep: Class 47 contains 11683 members 
Mstep: Class 48 contains 1782 members 
Mstep: Class 49 contains 1354 members 
Mstep: Class 50 contains 20770 members 
Mstep: Class 51 contains 1004 members 
Mstep: Class 52 contains 4814 members 
Mstep: Class 53 contains 7600 members 
Mstep: Class 54 contains 7419 members 
Mstep: Class 55 contains 1672 members 
Mstep: Class 56 contains 4119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140440.000000 Penalty: 114242.179688
Iteration 387Q: 57 clusters Score -8.814044e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61073 members 
Mstep: Class 2 contains 7390 members 
Mstep: Class 3 contains 6983 members 
Mstep: Class 4 contains 47812 members 
Mstep: Class 5 contains 8214 members 
Mstep: Class 6 contains 11298 members 
Mstep: Class 7 contains 52982 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11030 members 
Mstep: Class 10 contains 11465 members 
Mstep: Class 11 contains 10293 members 
Mstep: Class 12 contains 7476 members 
Mstep: Class 13 contains 19991 members 
Mstep: Class 14 contains 37538 members 
Mstep: Class 15 contains 16475 members 
Mstep: Class 16 contains 21633 members 
Mstep: Class 17 contains 24729 members 
Mstep: Class 18 contains 19727 members 
Mstep: Class 19 contains 413 members 
Mstep: Class 20 contains 197291 members 
Mstep: Class 21 contains 12077 members 
Mstep: Class 22 contains 1781 members 
Mstep: Class 23 contains 6096 members 
Mstep: Class 24 contains 2374 members 
Mstep: Class 25 contains 36635 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14854 members 
Mstep: Class 28 contains 18563 members 
Mstep: Class 29 contains 36635 members 
Mstep: Class 30 contains 10545 members 
Mstep: Class 31 contains 9236 members 
Mstep: Class 32 contains 973 members 
Mstep: Class 33 contains 7995 members 
Mstep: Class 34 contains 3999 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1617 members 
Mstep: Class 37 contains 4372 members 
Mstep: Class 38 contains 3447 members 
Mstep: Class 39 contains 34286 members 
Mstep: Class 40 contains 17990 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2296 members 
Mstep: Class 44 contains 5094 members 
Mstep: Class 45 contains 1929 members 
Mstep: Class 46 contains 1294 members 
Mstep: Class 47 contains 11681 members 
Mstep: Class 48 contains 1782 members 
Mstep: Class 49 contains 1354 members 
Mstep: Class 50 contains 20768 members 
Mstep: Class 51 contains 1004 members 
Mstep: Class 52 contains 4816 members 
Mstep: Class 53 contains 7609 members 
Mstep: Class 54 contains 7435 members 
Mstep: Class 55 contains 1673 members 
Mstep: Class 56 contains 4118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140456.000000 Penalty: 114242.179688
Iteration 388Q: 57 clusters Score -8.814046e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61071 members 
Mstep: Class 2 contains 7398 members 
Mstep: Class 3 contains 6982 members 
Mstep: Class 4 contains 47810 members 
Mstep: Class 5 contains 8211 members 
Mstep: Class 6 contains 11298 members 
Mstep: Class 7 contains 52969 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11030 members 
Mstep: Class 10 contains 11465 members 
Mstep: Class 11 contains 10293 members 
Mstep: Class 12 contains 7475 members 
Mstep: Class 13 contains 19994 members 
Mstep: Class 14 contains 37538 members 
Mstep: Class 15 contains 16475 members 
Mstep: Class 16 contains 21622 members 
Mstep: Class 17 contains 24720 members 
Mstep: Class 18 contains 19727 members 
Mstep: Class 19 contains 413 members 
Mstep: Class 20 contains 197291 members 
Mstep: Class 21 contains 12075 members 
Mstep: Class 22 contains 1781 members 
Mstep: Class 23 contains 6094 members 
Mstep: Class 24 contains 2376 members 
Mstep: Class 25 contains 36636 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14853 members 
Mstep: Class 28 contains 18560 members 
Mstep: Class 29 contains 36630 members 
Mstep: Class 30 contains 10545 members 
Mstep: Class 31 contains 9240 members 
Mstep: Class 32 contains 970 members 
Mstep: Class 33 contains 7995 members 
Mstep: Class 34 contains 3998 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1617 members 
Mstep: Class 37 contains 4371 members 
Mstep: Class 38 contains 3447 members 
Mstep: Class 39 contains 34289 members 
Mstep: Class 40 contains 17990 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2296 members 
Mstep: Class 44 contains 5094 members 
Mstep: Class 45 contains 1931 members 
Mstep: Class 46 contains 1294 members 
Mstep: Class 47 contains 11684 members 
Mstep: Class 48 contains 1782 members 
Mstep: Class 49 contains 1354 members 
Mstep: Class 50 contains 20769 members 
Mstep: Class 51 contains 1005 members 
Mstep: Class 52 contains 4818 members 
Mstep: Class 53 contains 7617 members 
Mstep: Class 54 contains 7459 members 
Mstep: Class 55 contains 1674 members 
Mstep: Class 56 contains 4115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140440.000000 Penalty: 114242.179688
Iteration 389Q: 57 clusters Score -8.814044e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61068 members 
Mstep: Class 2 contains 7405 members 
Mstep: Class 3 contains 6982 members 
Mstep: Class 4 contains 47812 members 
Mstep: Class 5 contains 8212 members 
Mstep: Class 6 contains 11299 members 
Mstep: Class 7 contains 52956 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11030 members 
Mstep: Class 10 contains 11465 members 
Mstep: Class 11 contains 10293 members 
Mstep: Class 12 contains 7475 members 
Mstep: Class 13 contains 19995 members 
Mstep: Class 14 contains 37536 members 
Mstep: Class 15 contains 16475 members 
Mstep: Class 16 contains 21611 members 
Mstep: Class 17 contains 24723 members 
Mstep: Class 18 contains 19725 members 
Mstep: Class 19 contains 413 members 
Mstep: Class 20 contains 197281 members 
Mstep: Class 21 contains 12072 members 
Mstep: Class 22 contains 1783 members 
Mstep: Class 23 contains 6095 members 
Mstep: Class 24 contains 2381 members 
Mstep: Class 25 contains 36637 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14852 members 
Mstep: Class 28 contains 18561 members 
Mstep: Class 29 contains 36624 members 
Mstep: Class 30 contains 10545 members 
Mstep: Class 31 contains 9240 members 
Mstep: Class 32 contains 968 members 
Mstep: Class 33 contains 7994 members 
Mstep: Class 34 contains 3997 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1617 members 
Mstep: Class 37 contains 4369 members 
Mstep: Class 38 contains 3447 members 
Mstep: Class 39 contains 34292 members 
Mstep: Class 40 contains 17990 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 5094 members 
Mstep: Class 45 contains 1930 members 
Mstep: Class 46 contains 1294 members 
Mstep: Class 47 contains 11688 members 
Mstep: Class 48 contains 1783 members 
Mstep: Class 49 contains 1354 members 
Mstep: Class 50 contains 20768 members 
Mstep: Class 51 contains 1005 members 
Mstep: Class 52 contains 4818 members 
Mstep: Class 53 contains 7627 members 
Mstep: Class 54 contains 7480 members 
Mstep: Class 55 contains 1675 members 
Mstep: Class 56 contains 4114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140368.000000 Penalty: 114242.179688
Iteration 390Q: 57 clusters Score -8.814037e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61072 members 
Mstep: Class 2 contains 7408 members 
Mstep: Class 3 contains 6982 members 
Mstep: Class 4 contains 47812 members 
Mstep: Class 5 contains 8215 members 
Mstep: Class 6 contains 11301 members 
Mstep: Class 7 contains 52945 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11030 members 
Mstep: Class 10 contains 11465 members 
Mstep: Class 11 contains 10293 members 
Mstep: Class 12 contains 7476 members 
Mstep: Class 13 contains 19994 members 
Mstep: Class 14 contains 37534 members 
Mstep: Class 15 contains 16475 members 
Mstep: Class 16 contains 21606 members 
Mstep: Class 17 contains 24725 members 
Mstep: Class 18 contains 19725 members 
Mstep: Class 19 contains 413 members 
Mstep: Class 20 contains 197262 members 
Mstep: Class 21 contains 12069 members 
Mstep: Class 22 contains 1785 members 
Mstep: Class 23 contains 6097 members 
Mstep: Class 24 contains 2380 members 
Mstep: Class 25 contains 36638 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14851 members 
Mstep: Class 28 contains 18560 members 
Mstep: Class 29 contains 36618 members 
Mstep: Class 30 contains 10546 members 
Mstep: Class 31 contains 9241 members 
Mstep: Class 32 contains 967 members 
Mstep: Class 33 contains 7994 members 
Mstep: Class 34 contains 3999 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1617 members 
Mstep: Class 37 contains 4369 members 
Mstep: Class 38 contains 3447 members 
Mstep: Class 39 contains 34296 members 
Mstep: Class 40 contains 17990 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2288 members 
Mstep: Class 44 contains 5094 members 
Mstep: Class 45 contains 1927 members 
Mstep: Class 46 contains 1294 members 
Mstep: Class 47 contains 11689 members 
Mstep: Class 48 contains 1782 members 
Mstep: Class 49 contains 1354 members 
Mstep: Class 50 contains 20768 members 
Mstep: Class 51 contains 1005 members 
Mstep: Class 52 contains 4818 members 
Mstep: Class 53 contains 7634 members 
Mstep: Class 54 contains 7500 members 
Mstep: Class 55 contains 1677 members 
Mstep: Class 56 contains 4114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140360.000000 Penalty: 114242.179688
Iteration 391Q: 57 clusters Score -8.814036e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61067 members 
Mstep: Class 2 contains 7411 members 
Mstep: Class 3 contains 6982 members 
Mstep: Class 4 contains 47813 members 
Mstep: Class 5 contains 8219 members 
Mstep: Class 6 contains 11304 members 
Mstep: Class 7 contains 52929 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11030 members 
Mstep: Class 10 contains 11465 members 
Mstep: Class 11 contains 10292 members 
Mstep: Class 12 contains 7478 members 
Mstep: Class 13 contains 19996 members 
Mstep: Class 14 contains 37532 members 
Mstep: Class 15 contains 16475 members 
Mstep: Class 16 contains 21601 members 
Mstep: Class 17 contains 24734 members 
Mstep: Class 18 contains 19725 members 
Mstep: Class 19 contains 414 members 
Mstep: Class 20 contains 197248 members 
Mstep: Class 21 contains 12066 members 
Mstep: Class 22 contains 1784 members 
Mstep: Class 23 contains 6099 members 
Mstep: Class 24 contains 2384 members 
Mstep: Class 25 contains 36638 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14850 members 
Mstep: Class 28 contains 18552 members 
Mstep: Class 29 contains 36613 members 
Mstep: Class 30 contains 10547 members 
Mstep: Class 31 contains 9242 members 
Mstep: Class 32 contains 965 members 
Mstep: Class 33 contains 7994 members 
Mstep: Class 34 contains 3998 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1617 members 
Mstep: Class 37 contains 4367 members 
Mstep: Class 38 contains 3446 members 
Mstep: Class 39 contains 34299 members 
Mstep: Class 40 contains 17990 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 5094 members 
Mstep: Class 45 contains 1926 members 
Mstep: Class 46 contains 1294 members 
Mstep: Class 47 contains 11692 members 
Mstep: Class 48 contains 1782 members 
Mstep: Class 49 contains 1354 members 
Mstep: Class 50 contains 20768 members 
Mstep: Class 51 contains 1006 members 
Mstep: Class 52 contains 4818 members 
Mstep: Class 53 contains 7640 members 
Mstep: Class 54 contains 7524 members 
Mstep: Class 55 contains 1680 members 
Mstep: Class 56 contains 4113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140368.000000 Penalty: 114242.179688
Iteration 392Q: 57 clusters Score -8.814037e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61067 members 
Mstep: Class 2 contains 7416 members 
Mstep: Class 3 contains 6982 members 
Mstep: Class 4 contains 47808 members 
Mstep: Class 5 contains 8222 members 
Mstep: Class 6 contains 11304 members 
Mstep: Class 7 contains 52917 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11030 members 
Mstep: Class 10 contains 11465 members 
Mstep: Class 11 contains 10292 members 
Mstep: Class 12 contains 7479 members 
Mstep: Class 13 contains 20002 members 
Mstep: Class 14 contains 37526 members 
Mstep: Class 15 contains 16475 members 
Mstep: Class 16 contains 21600 members 
Mstep: Class 17 contains 24740 members 
Mstep: Class 18 contains 19724 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 197237 members 
Mstep: Class 21 contains 12064 members 
Mstep: Class 22 contains 1784 members 
Mstep: Class 23 contains 6097 members 
Mstep: Class 24 contains 2388 members 
Mstep: Class 25 contains 36637 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14850 members 
Mstep: Class 28 contains 18549 members 
Mstep: Class 29 contains 36608 members 
Mstep: Class 30 contains 10547 members 
Mstep: Class 31 contains 9246 members 
Mstep: Class 32 contains 963 members 
Mstep: Class 33 contains 7994 members 
Mstep: Class 34 contains 3997 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1617 members 
Mstep: Class 37 contains 4365 members 
Mstep: Class 38 contains 3447 members 
Mstep: Class 39 contains 34299 members 
Mstep: Class 40 contains 17990 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2280 members 
Mstep: Class 44 contains 5094 members 
Mstep: Class 45 contains 1926 members 
Mstep: Class 46 contains 1294 members 
Mstep: Class 47 contains 11694 members 
Mstep: Class 48 contains 1782 members 
Mstep: Class 49 contains 1354 members 
Mstep: Class 50 contains 20764 members 
Mstep: Class 51 contains 1007 members 
Mstep: Class 52 contains 4818 members 
Mstep: Class 53 contains 7646 members 
Mstep: Class 54 contains 7544 members 
Mstep: Class 55 contains 1682 members 
Mstep: Class 56 contains 4112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140368.000000 Penalty: 114242.179688
Iteration 393Q: 57 clusters Score -8.814037e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61059 members 
Mstep: Class 2 contains 7420 members 
Mstep: Class 3 contains 6982 members 
Mstep: Class 4 contains 47806 members 
Mstep: Class 5 contains 8223 members 
Mstep: Class 6 contains 11305 members 
Mstep: Class 7 contains 52904 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11030 members 
Mstep: Class 10 contains 11465 members 
Mstep: Class 11 contains 10292 members 
Mstep: Class 12 contains 7479 members 
Mstep: Class 13 contains 20005 members 
Mstep: Class 14 contains 37523 members 
Mstep: Class 15 contains 16475 members 
Mstep: Class 16 contains 21596 members 
Mstep: Class 17 contains 24745 members 
Mstep: Class 18 contains 19725 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 197227 members 
Mstep: Class 21 contains 12061 members 
Mstep: Class 22 contains 1784 members 
Mstep: Class 23 contains 6094 members 
Mstep: Class 24 contains 2389 members 
Mstep: Class 25 contains 36638 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14850 members 
Mstep: Class 28 contains 18548 members 
Mstep: Class 29 contains 36601 members 
Mstep: Class 30 contains 10547 members 
Mstep: Class 31 contains 9249 members 
Mstep: Class 32 contains 962 members 
Mstep: Class 33 contains 7994 members 
Mstep: Class 34 contains 3996 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1617 members 
Mstep: Class 37 contains 4367 members 
Mstep: Class 38 contains 3449 members 
Mstep: Class 39 contains 34300 members 
Mstep: Class 40 contains 17990 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2280 members 
Mstep: Class 44 contains 5094 members 
Mstep: Class 45 contains 1925 members 
Mstep: Class 46 contains 1294 members 
Mstep: Class 47 contains 11699 members 
Mstep: Class 48 contains 1782 members 
Mstep: Class 49 contains 1354 members 
Mstep: Class 50 contains 20768 members 
Mstep: Class 51 contains 1006 members 
Mstep: Class 52 contains 4818 members 
Mstep: Class 53 contains 7651 members 
Mstep: Class 54 contains 7562 members 
Mstep: Class 55 contains 1682 members 
Mstep: Class 56 contains 4113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140376.000000 Penalty: 114242.179688
Iteration 394Q: 57 clusters Score -8.814038e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61053 members 
Mstep: Class 2 contains 7420 members 
Mstep: Class 3 contains 6982 members 
Mstep: Class 4 contains 47806 members 
Mstep: Class 5 contains 8219 members 
Mstep: Class 6 contains 11304 members 
Mstep: Class 7 contains 52900 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11030 members 
Mstep: Class 10 contains 11465 members 
Mstep: Class 11 contains 10292 members 
Mstep: Class 12 contains 7480 members 
Mstep: Class 13 contains 20007 members 
Mstep: Class 14 contains 37520 members 
Mstep: Class 15 contains 16475 members 
Mstep: Class 16 contains 21594 members 
Mstep: Class 17 contains 24750 members 
Mstep: Class 18 contains 19724 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 197217 members 
Mstep: Class 21 contains 12060 members 
Mstep: Class 22 contains 1783 members 
Mstep: Class 23 contains 6092 members 
Mstep: Class 24 contains 2388 members 
Mstep: Class 25 contains 36638 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14850 members 
Mstep: Class 28 contains 18550 members 
Mstep: Class 29 contains 36598 members 
Mstep: Class 30 contains 10547 members 
Mstep: Class 31 contains 9251 members 
Mstep: Class 32 contains 962 members 
Mstep: Class 33 contains 7994 members 
Mstep: Class 34 contains 3995 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1617 members 
Mstep: Class 37 contains 4370 members 
Mstep: Class 38 contains 3449 members 
Mstep: Class 39 contains 34301 members 
Mstep: Class 40 contains 17990 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2280 members 
Mstep: Class 44 contains 5094 members 
Mstep: Class 45 contains 1925 members 
Mstep: Class 46 contains 1294 members 
Mstep: Class 47 contains 11700 members 
Mstep: Class 48 contains 1782 members 
Mstep: Class 49 contains 1354 members 
Mstep: Class 50 contains 20766 members 
Mstep: Class 51 contains 1006 members 
Mstep: Class 52 contains 4818 members 
Mstep: Class 53 contains 7655 members 
Mstep: Class 54 contains 7581 members 
Mstep: Class 55 contains 1685 members 
Mstep: Class 56 contains 4112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140240.000000 Penalty: 114242.179688
Iteration 395Q: 57 clusters Score -8.814024e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61043 members 
Mstep: Class 2 contains 7418 members 
Mstep: Class 3 contains 6982 members 
Mstep: Class 4 contains 47809 members 
Mstep: Class 5 contains 8218 members 
Mstep: Class 6 contains 11303 members 
Mstep: Class 7 contains 52892 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11030 members 
Mstep: Class 10 contains 11465 members 
Mstep: Class 11 contains 10292 members 
Mstep: Class 12 contains 7480 members 
Mstep: Class 13 contains 20011 members 
Mstep: Class 14 contains 37518 members 
Mstep: Class 15 contains 16475 members 
Mstep: Class 16 contains 21590 members 
Mstep: Class 17 contains 24762 members 
Mstep: Class 18 contains 19724 members 
Mstep: Class 19 contains 415 members 
Mstep: Class 20 contains 197206 members 
Mstep: Class 21 contains 12059 members 
Mstep: Class 22 contains 1783 members 
Mstep: Class 23 contains 6091 members 
Mstep: Class 24 contains 2388 members 
Mstep: Class 25 contains 36640 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14850 members 
Mstep: Class 28 contains 18555 members 
Mstep: Class 29 contains 36596 members 
Mstep: Class 30 contains 10547 members 
Mstep: Class 31 contains 9254 members 
Mstep: Class 32 contains 962 members 
Mstep: Class 33 contains 7994 members 
Mstep: Class 34 contains 3994 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1617 members 
Mstep: Class 37 contains 4375 members 
Mstep: Class 38 contains 3450 members 
Mstep: Class 39 contains 34303 members 
Mstep: Class 40 contains 17990 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2274 members 
Mstep: Class 44 contains 5094 members 
Mstep: Class 45 contains 1925 members 
Mstep: Class 46 contains 1294 members 
Mstep: Class 47 contains 11697 members 
Mstep: Class 48 contains 1782 members 
Mstep: Class 49 contains 1354 members 
Mstep: Class 50 contains 20761 members 
Mstep: Class 51 contains 1006 members 
Mstep: Class 52 contains 4818 members 
Mstep: Class 53 contains 7657 members 
Mstep: Class 54 contains 7601 members 
Mstep: Class 55 contains 1686 members 
Mstep: Class 56 contains 4111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140312.000000 Penalty: 114242.179688
Iteration 396Q: 57 clusters Score -8.814031e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61041 members 
Mstep: Class 2 contains 7419 members 
Mstep: Class 3 contains 6982 members 
Mstep: Class 4 contains 47809 members 
Mstep: Class 5 contains 8216 members 
Mstep: Class 6 contains 11302 members 
Mstep: Class 7 contains 52890 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11030 members 
Mstep: Class 10 contains 11465 members 
Mstep: Class 11 contains 10292 members 
Mstep: Class 12 contains 7478 members 
Mstep: Class 13 contains 20015 members 
Mstep: Class 14 contains 37517 members 
Mstep: Class 15 contains 16475 members 
Mstep: Class 16 contains 21589 members 
Mstep: Class 17 contains 24768 members 
Mstep: Class 18 contains 19724 members 
Mstep: Class 19 contains 414 members 
Mstep: Class 20 contains 197202 members 
Mstep: Class 21 contains 12057 members 
Mstep: Class 22 contains 1783 members 
Mstep: Class 23 contains 6089 members 
Mstep: Class 24 contains 2387 members 
Mstep: Class 25 contains 36638 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14850 members 
Mstep: Class 28 contains 18553 members 
Mstep: Class 29 contains 36591 members 
Mstep: Class 30 contains 10547 members 
Mstep: Class 31 contains 9254 members 
Mstep: Class 32 contains 962 members 
Mstep: Class 33 contains 7994 members 
Mstep: Class 34 contains 3995 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1618 members 
Mstep: Class 37 contains 4376 members 
Mstep: Class 38 contains 3452 members 
Mstep: Class 39 contains 34306 members 
Mstep: Class 40 contains 17990 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2270 members 
Mstep: Class 44 contains 5094 members 
Mstep: Class 45 contains 1925 members 
Mstep: Class 46 contains 1294 members 
Mstep: Class 47 contains 11697 members 
Mstep: Class 48 contains 1782 members 
Mstep: Class 49 contains 1354 members 
Mstep: Class 50 contains 20759 members 
Mstep: Class 51 contains 1006 members 
Mstep: Class 52 contains 4818 members 
Mstep: Class 53 contains 7658 members 
Mstep: Class 54 contains 7615 members 
Mstep: Class 55 contains 1686 members 
Mstep: Class 56 contains 4113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140296.000000 Penalty: 114242.179688
Iteration 397Q: 57 clusters Score -8.81403e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61041 members 
Mstep: Class 2 contains 7419 members 
Mstep: Class 3 contains 6982 members 
Mstep: Class 4 contains 47806 members 
Mstep: Class 5 contains 8216 members 
Mstep: Class 6 contains 11301 members 
Mstep: Class 7 contains 52888 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11030 members 
Mstep: Class 10 contains 11465 members 
Mstep: Class 11 contains 10292 members 
Mstep: Class 12 contains 7477 members 
Mstep: Class 13 contains 20016 members 
Mstep: Class 14 contains 37513 members 
Mstep: Class 15 contains 16475 members 
Mstep: Class 16 contains 21592 members 
Mstep: Class 17 contains 24775 members 
Mstep: Class 18 contains 19724 members 
Mstep: Class 19 contains 414 members 
Mstep: Class 20 contains 197198 members 
Mstep: Class 21 contains 12056 members 
Mstep: Class 22 contains 1782 members 
Mstep: Class 23 contains 6087 members 
Mstep: Class 24 contains 2388 members 
Mstep: Class 25 contains 36641 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14850 members 
Mstep: Class 28 contains 18550 members 
Mstep: Class 29 contains 36588 members 
Mstep: Class 30 contains 10547 members 
Mstep: Class 31 contains 9253 members 
Mstep: Class 32 contains 962 members 
Mstep: Class 33 contains 7994 members 
Mstep: Class 34 contains 3996 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1620 members 
Mstep: Class 37 contains 4376 members 
Mstep: Class 38 contains 3454 members 
Mstep: Class 39 contains 34306 members 
Mstep: Class 40 contains 17990 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2268 members 
Mstep: Class 44 contains 5094 members 
Mstep: Class 45 contains 1925 members 
Mstep: Class 46 contains 1294 members 
Mstep: Class 47 contains 11693 members 
Mstep: Class 48 contains 1782 members 
Mstep: Class 49 contains 1354 members 
Mstep: Class 50 contains 20756 members 
Mstep: Class 51 contains 1006 members 
Mstep: Class 52 contains 4818 members 
Mstep: Class 53 contains 7662 members 
Mstep: Class 54 contains 7626 members 
Mstep: Class 55 contains 1686 members 
Mstep: Class 56 contains 4113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140256.000000 Penalty: 114242.179688
Iteration 398Q: 57 clusters Score -8.814026e+07 nChanged 90
Entering ConstructFrom: 
Score: -88140256.000000 Penalty: 114242.179688
Entering ConstructFrom: 
Trying to split cluster 1 (61038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61038 members 
Entering Unmasked Estep 
Score: -6266757.500000 Penalty: 1639.664673
	Iteration 0F: 2 clusters Score -6266758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30585 members 
Mstep: Class 2 contains 30453 members 
Entering Unmasked Estep 
Score: -6226836.500000 Penalty: 3279.329346
	Iteration 0F: 3 clusters Score -6226836 nChanged 28272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31275 members 
Mstep: Class 2 contains 29763 members 
Entering Unmasked Estep 
Score: -6242874.500000 Penalty: 3279.329346
	Iteration 1F: 3 clusters Score -6242874 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31449 members 
Mstep: Class 2 contains 29589 members 
Entering Unmasked Estep 
Score: -6243900.000000 Penalty: 3279.329346
	Iteration 2Q: 3 clusters Score -6243900 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31575 members 
Mstep: Class 2 contains 29463 members 
Entering Unmasked Estep 
Score: -6245207.000000 Penalty: 3279.329346
	Iteration 3Q: 3 clusters Score -6245207 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31727 members 
Mstep: Class 2 contains 29311 members 
Entering Unmasked Estep 
Score: -6246988.500000 Penalty: 3279.329346
	Iteration 4F: 3 clusters Score -6246988 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31920 members 
Mstep: Class 2 contains 29118 members 
Entering Unmasked Estep 
Score: -6249205.000000 Penalty: 3279.329346
	Iteration 5F: 3 clusters Score -6249205 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32328 members 
Mstep: Class 2 contains 28710 members 
Entering Unmasked Estep 
Score: -6251467.500000 Penalty: 3279.329346
	Iteration 6F: 3 clusters Score -6251468 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33049 members 
Mstep: Class 2 contains 27989 members 
Entering Unmasked Estep 
Score: -6253485.500000 Penalty: 3279.329346
	Iteration 7F: 3 clusters Score -6253486 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33963 members 
Mstep: Class 2 contains 27075 members 
Entering Unmasked Estep 
Score: -6255163.000000 Penalty: 3279.329346
	Iteration 8F: 3 clusters Score -6255163 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34978 members 
Mstep: Class 2 contains 26060 members 
Entering Unmasked Estep 
Score: -6256554.000000 Penalty: 3279.329346
	Iteration 9Q: 3 clusters Score -6256554 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35909 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -6257776.000000 Penalty: 3279.329346
	Iteration 10Q: 3 clusters Score -6257776 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36813 members 
Mstep: Class 2 contains 24225 members 
Entering Unmasked Estep 
Score: -6258799.500000 Penalty: 3279.329346
	Iteration 11Q: 3 clusters Score -6258800 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37526 members 
Mstep: Class 2 contains 23512 members 
Entering Unmasked Estep 
Score: -6259595.000000 Penalty: 3279.329346
	Iteration 12Q: 3 clusters Score -6259595 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38140 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -6260185.500000 Penalty: 3279.329346
	Iteration 13Q: 3 clusters Score -6260186 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38640 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -6260740.500000 Penalty: 3279.329346
	Iteration 14Q: 3 clusters Score -6260740 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39032 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -6261146.500000 Penalty: 3279.329346
	Iteration 15Q: 3 clusters Score -6261146 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39362 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -6261400.000000 Penalty: 3279.329346
	Iteration 16Q: 3 clusters Score -6261400 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39690 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -6261596.500000 Penalty: 3279.329346
	Iteration 17Q: 3 clusters Score -6261596 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40001 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -6261801.500000 Penalty: 3279.329346
	Iteration 18Q: 3 clusters Score -6261802 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40273 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -6261945.500000 Penalty: 3279.329346
	Iteration 19Q: 3 clusters Score -6261946 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40508 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -6262049.500000 Penalty: 3279.329346
	Iteration 20F: 3 clusters Score -6262050 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40712 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -6262169.500000 Penalty: 3279.329346
	Iteration 21Q: 3 clusters Score -6262170 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40920 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -6262285.500000 Penalty: 3279.329346
	Iteration 22Q: 3 clusters Score -6262286 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41152 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -6262362.000000 Penalty: 3279.329346
	Iteration 23Q: 3 clusters Score -6262362 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41390 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -6262423.000000 Penalty: 3279.329346
	Iteration 24Q: 3 clusters Score -6262423 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41622 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -6262478.000000 Penalty: 3279.329346
	Iteration 25Q: 3 clusters Score -6262478 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41849 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -6262552.500000 Penalty: 3279.329346
	Iteration 26Q: 3 clusters Score -6262552 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42112 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -6262609.500000 Penalty: 3279.329346
	Iteration 27Q: 3 clusters Score -6262610 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42353 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -6262633.000000 Penalty: 3279.329346
	Iteration 28Q: 3 clusters Score -6262633 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42597 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -6262688.500000 Penalty: 3279.329346
	Iteration 29Q: 3 clusters Score -6262688 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42844 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -6262707.000000 Penalty: 3279.329346
	Iteration 30Q: 3 clusters Score -6262707 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43063 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -6262736.500000 Penalty: 3279.329346
	Iteration 31Q: 3 clusters Score -6262736 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43272 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -6262782.500000 Penalty: 3279.329346
	Iteration 32Q: 3 clusters Score -6262782 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43466 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -6262813.000000 Penalty: 3279.329346
	Iteration 33Q: 3 clusters Score -6262813 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43673 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -6262832.000000 Penalty: 3279.329346
	Iteration 34Q: 3 clusters Score -6262832 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43849 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -6262843.000000 Penalty: 3279.329346
	Iteration 35Q: 3 clusters Score -6262843 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44039 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -6262860.500000 Penalty: 3279.329346
	Iteration 36Q: 3 clusters Score -6262860 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44241 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -6262878.000000 Penalty: 3279.329346
	Iteration 37Q: 3 clusters Score -6262878 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44428 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -6262908.000000 Penalty: 3279.329346
	Iteration 38Q: 3 clusters Score -6262908 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44590 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -6262903.000000 Penalty: 3279.329346
	Iteration 39Q: 3 clusters Score -6262903 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44726 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -6262913.500000 Penalty: 3279.329346
	Iteration 40F: 3 clusters Score -6262914 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44866 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -6262939.000000 Penalty: 3279.329346
	Iteration 41Q: 3 clusters Score -6262939 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45027 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -6262955.500000 Penalty: 3279.329346
	Iteration 42Q: 3 clusters Score -6262956 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45187 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -6262980.500000 Penalty: 3279.329346
	Iteration 43Q: 3 clusters Score -6262980 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45346 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -6262996.500000 Penalty: 3279.329346
	Iteration 44Q: 3 clusters Score -6262996 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45489 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -6263025.000000 Penalty: 3279.329346
	Iteration 45Q: 3 clusters Score -6263025 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45643 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -6263038.500000 Penalty: 3279.329346
	Iteration 46Q: 3 clusters Score -6263038 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45785 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -6263059.500000 Penalty: 3279.329346
	Iteration 47Q: 3 clusters Score -6263060 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45942 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -6263060.500000 Penalty: 3279.329346
	Iteration 48Q: 3 clusters Score -6263060 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46098 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -6263081.500000 Penalty: 3279.329346
	Iteration 49Q: 3 clusters Score -6263082 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46246 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -6263080.500000 Penalty: 3279.329346
	Iteration 50Q: 3 clusters Score -6263080 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46397 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -6263089.500000 Penalty: 3279.329346
	Iteration 51Q: 3 clusters Score -6263090 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46553 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -6263105.500000 Penalty: 3279.329346
	Iteration 52Q: 3 clusters Score -6263106 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46746 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -6263127.000000 Penalty: 3279.329346
	Iteration 53Q: 3 clusters Score -6263127 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46937 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -6263149.500000 Penalty: 3279.329346
	Iteration 54Q: 3 clusters Score -6263150 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47142 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -6263190.500000 Penalty: 3279.329346
	Iteration 55Q: 3 clusters Score -6263190 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47339 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -6263208.000000 Penalty: 3279.329346
	Iteration 56Q: 3 clusters Score -6263208 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47511 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -6263207.500000 Penalty: 3279.329346
	Iteration 57Q: 3 clusters Score -6263208 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47678 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -6263237.500000 Penalty: 3279.329346
	Iteration 58Q: 3 clusters Score -6263238 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47851 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -6263261.500000 Penalty: 3279.329346
	Iteration 59Q: 3 clusters Score -6263262 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48038 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -6263248.500000 Penalty: 3279.329346
	Iteration 60F: 3 clusters Score -6263248 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48231 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -6263285.000000 Penalty: 3279.329346
	Iteration 61Q: 3 clusters Score -6263285 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48434 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -6263321.500000 Penalty: 3279.329346
	Iteration 62Q: 3 clusters Score -6263322 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48653 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -6263343.000000 Penalty: 3279.329346
	Iteration 63Q: 3 clusters Score -6263343 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48867 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -6263376.500000 Penalty: 3279.329346
	Iteration 64Q: 3 clusters Score -6263376 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49080 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -6263391.500000 Penalty: 3279.329346
	Iteration 65Q: 3 clusters Score -6263392 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49305 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -6263461.000000 Penalty: 3279.329346
	Iteration 66Q: 3 clusters Score -6263461 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49528 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -6263487.500000 Penalty: 3279.329346
	Iteration 67Q: 3 clusters Score -6263488 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49752 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -6263530.000000 Penalty: 3279.329346
	Iteration 68Q: 3 clusters Score -6263530 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49953 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -6263564.500000 Penalty: 3279.329346
	Iteration 69Q: 3 clusters Score -6263564 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50143 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -6263597.500000 Penalty: 3279.329346
	Iteration 70Q: 3 clusters Score -6263598 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50374 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -6263630.500000 Penalty: 3279.329346
	Iteration 71Q: 3 clusters Score -6263630 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50590 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -6263654.000000 Penalty: 3279.329346
	Iteration 72Q: 3 clusters Score -6263654 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50819 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -6263686.000000 Penalty: 3279.329346
	Iteration 73Q: 3 clusters Score -6263686 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51049 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -6263731.500000 Penalty: 3279.329346
	Iteration 74Q: 3 clusters Score -6263732 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51318 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -6263779.500000 Penalty: 3279.329346
	Iteration 75Q: 3 clusters Score -6263780 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51603 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -6263831.000000 Penalty: 3279.329346
	Iteration 76Q: 3 clusters Score -6263831 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51906 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -6263889.000000 Penalty: 3279.329346
	Iteration 77Q: 3 clusters Score -6263889 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52201 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -6263916.000000 Penalty: 3279.329346
	Iteration 78Q: 3 clusters Score -6263916 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52473 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -6263963.000000 Penalty: 3279.329346
	Iteration 79Q: 3 clusters Score -6263963 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52718 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -6264027.000000 Penalty: 3279.329346
	Iteration 80F: 3 clusters Score -6264027 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52988 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -6264092.500000 Penalty: 3279.329346
	Iteration 81Q: 3 clusters Score -6264092 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53262 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -6264119.000000 Penalty: 3279.329346
	Iteration 82Q: 3 clusters Score -6264119 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53526 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -6264197.000000 Penalty: 3279.329346
	Iteration 83Q: 3 clusters Score -6264197 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53794 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -6264264.500000 Penalty: 3279.329346
	Iteration 84Q: 3 clusters Score -6264264 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54023 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -6264318.000000 Penalty: 3279.329346
	Iteration 85Q: 3 clusters Score -6264318 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54273 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -6264384.500000 Penalty: 3279.329346
	Iteration 86Q: 3 clusters Score -6264384 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54505 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -6264440.500000 Penalty: 3279.329346
	Iteration 87Q: 3 clusters Score -6264440 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54763 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -6264485.000000 Penalty: 3279.329346
	Iteration 88Q: 3 clusters Score -6264485 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55013 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -6264530.000000 Penalty: 3279.329346
	Iteration 89Q: 3 clusters Score -6264530 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55263 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -6264589.500000 Penalty: 3279.329346
	Iteration 90Q: 3 clusters Score -6264590 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55508 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -6264644.000000 Penalty: 3279.329346
	Iteration 91Q: 3 clusters Score -6264644 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55735 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -6264716.500000 Penalty: 3279.329346
	Iteration 92Q: 3 clusters Score -6264716 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55952 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -6264776.000000 Penalty: 3279.329346
	Iteration 93Q: 3 clusters Score -6264776 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56168 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -6264820.500000 Penalty: 3279.329346
	Iteration 94Q: 3 clusters Score -6264820 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56385 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -6264878.500000 Penalty: 3279.329346
	Iteration 95Q: 3 clusters Score -6264878 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56617 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -6264952.500000 Penalty: 3279.329346
	Iteration 96Q: 3 clusters Score -6264952 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56856 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -6265031.000000 Penalty: 3279.329346
	Iteration 97Q: 3 clusters Score -6265031 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57091 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -6265101.000000 Penalty: 3279.329346
	Iteration 98Q: 3 clusters Score -6265101 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57306 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -6265191.500000 Penalty: 3279.329346
	Iteration 99Q: 3 clusters Score -6265192 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57512 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -6265258.500000 Penalty: 3279.329346
	Iteration 100F: 3 clusters Score -6265258 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57726 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -6265345.500000 Penalty: 3279.329346
	Iteration 101Q: 3 clusters Score -6265346 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57928 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -6265441.500000 Penalty: 3279.329346
	Iteration 102Q: 3 clusters Score -6265442 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58108 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -6265533.500000 Penalty: 3279.329346
	Iteration 103Q: 3 clusters Score -6265534 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58270 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -6265590.500000 Penalty: 3279.329346
	Iteration 104Q: 3 clusters Score -6265590 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58401 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -6265656.000000 Penalty: 3279.329346
	Iteration 105Q: 3 clusters Score -6265656 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58526 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -6265689.000000 Penalty: 3279.329346
	Iteration 106Q: 3 clusters Score -6265689 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58638 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -6265733.000000 Penalty: 3279.329346
	Iteration 107Q: 3 clusters Score -6265733 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58731 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -6265764.000000 Penalty: 3279.329346
	Iteration 108Q: 3 clusters Score -6265764 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58816 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -6265789.000000 Penalty: 3279.329346
	Iteration 109Q: 3 clusters Score -6265789 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58878 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -6265797.500000 Penalty: 3279.329346
	Iteration 110Q: 3 clusters Score -6265798 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58941 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -6265829.000000 Penalty: 3279.329346
	Iteration 111Q: 3 clusters Score -6265829 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59008 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -6265861.500000 Penalty: 3279.329346
	Iteration 112Q: 3 clusters Score -6265862 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59066 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -6265883.000000 Penalty: 3279.329346
	Iteration 113Q: 3 clusters Score -6265883 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59113 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -6265916.000000 Penalty: 3279.329346
	Iteration 114Q: 3 clusters Score -6265916 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59159 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -6265936.000000 Penalty: 3279.329346
	Iteration 115Q: 3 clusters Score -6265936 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59195 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -6265940.500000 Penalty: 3279.329346
	Iteration 116Q: 3 clusters Score -6265940 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59226 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -6265947.500000 Penalty: 3279.329346
	Iteration 117Q: 3 clusters Score -6265948 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59244 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -6265935.500000 Penalty: 3279.329346
	Iteration 118Q: 3 clusters Score -6265936 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59256 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -6265946.000000 Penalty: 3279.329346
	Iteration 119Q: 3 clusters Score -6265946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59267 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -6265947.000000 Penalty: 3279.329346
	Iteration 120F: 3 clusters Score -6265947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59271 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -6265955.000000 Penalty: 3279.329346
	Iteration 121Q: 3 clusters Score -6265955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59275 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -6265949.000000 Penalty: 3279.329346
	Iteration 122Q: 3 clusters Score -6265949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59278 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -6265955.000000 Penalty: 3279.329346
	Iteration 123Q: 3 clusters Score -6265955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59282 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -6265953.500000 Penalty: 3279.329346
	Iteration 124Q: 3 clusters Score -6265954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59286 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -6265948.000000 Penalty: 3279.329346
	Iteration 125Q: 3 clusters Score -6265948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59291 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -6265957.500000 Penalty: 3279.329346
	Iteration 126Q: 3 clusters Score -6265958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59294 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -6265951.500000 Penalty: 3279.329346
	Iteration 127Q: 3 clusters Score -6265952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59295 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -6265951.000000 Penalty: 3279.329346
	Iteration 128Q: 3 clusters Score -6265951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59295 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -6265951.000000 Penalty: 3279.329346
	Iteration 129F: 3 clusters Score -6265951 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Entering Unmasked Estep 
Score: -750855.000000 Penalty: 1326.075806
	Iteration 0F: 2 clusters Score -750855 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 3649 members 
Entering Unmasked Estep 
Score: -745743.812500 Penalty: 2652.151611
	Iteration 0F: 3 clusters Score -745743.8 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -747421.187500 Penalty: 2652.151611
	Iteration 1F: 3 clusters Score -747421.2 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -747764.500000 Penalty: 2652.151611
	Iteration 2F: 3 clusters Score -747764.5 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -748057.125000 Penalty: 2652.151611
	Iteration 3F: 3 clusters Score -748057.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -748321.750000 Penalty: 2652.151611
	Iteration 4F: 3 clusters Score -748321.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -748544.625000 Penalty: 2652.151611
	Iteration 5Q: 3 clusters Score -748544.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -748738.062500 Penalty: 2652.151611
	Iteration 6Q: 3 clusters Score -748738.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -748925.312500 Penalty: 2652.151611
	Iteration 7Q: 3 clusters Score -748925.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -749076.250000 Penalty: 2652.151611
	Iteration 8Q: 3 clusters Score -749076.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -749219.312500 Penalty: 2652.151611
	Iteration 9Q: 3 clusters Score -749219.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -749368.125000 Penalty: 2652.151611
	Iteration 10Q: 3 clusters Score -749368.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -749489.875000 Penalty: 2652.151611
	Iteration 11Q: 3 clusters Score -749489.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -749566.562500 Penalty: 2652.151611
	Iteration 12Q: 3 clusters Score -749566.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -749631.812500 Penalty: 2652.151611
	Iteration 13Q: 3 clusters Score -749631.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -749692.562500 Penalty: 2652.151611
	Iteration 14Q: 3 clusters Score -749692.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -749743.937500 Penalty: 2652.151611
	Iteration 15Q: 3 clusters Score -749743.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -749791.000000 Penalty: 2652.151611
	Iteration 16Q: 3 clusters Score -749791 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -749825.000000 Penalty: 2652.151611
	Iteration 17Q: 3 clusters Score -749825 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -749850.000000 Penalty: 2652.151611
	Iteration 18Q: 3 clusters Score -749850 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -749866.812500 Penalty: 2652.151611
	Iteration 19Q: 3 clusters Score -749866.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -749881.687500 Penalty: 2652.151611
	Iteration 20F: 3 clusters Score -749881.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -749889.937500 Penalty: 2652.151611
	Iteration 21Q: 3 clusters Score -749889.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -749900.625000 Penalty: 2652.151611
	Iteration 22Q: 3 clusters Score -749900.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -749908.500000 Penalty: 2652.151611
	Iteration 23Q: 3 clusters Score -749908.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -749911.375000 Penalty: 2652.151611
	Iteration 24Q: 3 clusters Score -749911.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -749913.250000 Penalty: 2652.151611
	Iteration 25Q: 3 clusters Score -749913.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -749916.125000 Penalty: 2652.151611
	Iteration 26Q: 3 clusters Score -749916.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -749917.937500 Penalty: 2652.151611
	Iteration 27Q: 3 clusters Score -749917.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -749920.500000 Penalty: 2652.151611
	Iteration 28Q: 3 clusters Score -749920.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -749923.937500 Penalty: 2652.151611
	Iteration 29Q: 3 clusters Score -749923.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -749925.250000 Penalty: 2652.151611
	Iteration 30Q: 3 clusters Score -749925.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -749925.062500 Penalty: 2652.151611
	Iteration 31Q: 3 clusters Score -749925.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -749926.187500 Penalty: 2652.151611
	Iteration 32Q: 3 clusters Score -749926.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -749926.937500 Penalty: 2652.151611
	Iteration 33Q: 3 clusters Score -749926.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -749926.937500 Penalty: 2652.151611
	Iteration 34F: 3 clusters Score -749926.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Entering Unmasked Estep 
Score: -747725.812500 Penalty: 1317.042236
	Iteration 0F: 2 clusters Score -747725.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -742768.375000 Penalty: 2634.084473
	Iteration 0F: 3 clusters Score -742768.4 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -744266.437500 Penalty: 2634.084473
	Iteration 1F: 3 clusters Score -744266.4 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -744490.625000 Penalty: 2634.084473
	Iteration 2F: 3 clusters Score -744490.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -744649.250000 Penalty: 2634.084473
	Iteration 3Q: 3 clusters Score -744649.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -744770.000000 Penalty: 2634.084473
	Iteration 4Q: 3 clusters Score -744770 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -744855.937500 Penalty: 2634.084473
	Iteration 5Q: 3 clusters Score -744855.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -744934.125000 Penalty: 2634.084473
	Iteration 6Q: 3 clusters Score -744934.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -745002.812500 Penalty: 2634.084473
	Iteration 7Q: 3 clusters Score -745002.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -745074.937500 Penalty: 2634.084473
	Iteration 8Q: 3 clusters Score -745074.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -745147.187500 Penalty: 2634.084473
	Iteration 9Q: 3 clusters Score -745147.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -745217.875000 Penalty: 2634.084473
	Iteration 10Q: 3 clusters Score -745217.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -745291.562500 Penalty: 2634.084473
	Iteration 11Q: 3 clusters Score -745291.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -745376.375000 Penalty: 2634.084473
	Iteration 12Q: 3 clusters Score -745376.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -745495.375000 Penalty: 2634.084473
	Iteration 13Q: 3 clusters Score -745495.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -745631.812500 Penalty: 2634.084473
	Iteration 14Q: 3 clusters Score -745631.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -745785.500000 Penalty: 2634.084473
	Iteration 15Q: 3 clusters Score -745785.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -745933.437500 Penalty: 2634.084473
	Iteration 16Q: 3 clusters Score -745933.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -746060.812500 Penalty: 2634.084473
	Iteration 17Q: 3 clusters Score -746060.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -746173.062500 Penalty: 2634.084473
	Iteration 18Q: 3 clusters Score -746173.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -746280.562500 Penalty: 2634.084473
	Iteration 19Q: 3 clusters Score -746280.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -746378.500000 Penalty: 2634.084473
	Iteration 20F: 3 clusters Score -746378.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -746447.437500 Penalty: 2634.084473
	Iteration 21Q: 3 clusters Score -746447.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -746499.000000 Penalty: 2634.084473
	Iteration 22Q: 3 clusters Score -746499 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -746535.625000 Penalty: 2634.084473
	Iteration 23Q: 3 clusters Score -746535.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -746574.312500 Penalty: 2634.084473
	Iteration 24Q: 3 clusters Score -746574.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -746604.875000 Penalty: 2634.084473
	Iteration 25Q: 3 clusters Score -746604.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -746619.812500 Penalty: 2634.084473
	Iteration 26Q: 3 clusters Score -746619.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -746631.250000 Penalty: 2634.084473
	Iteration 27Q: 3 clusters Score -746631.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -746639.437500 Penalty: 2634.084473
	Iteration 28Q: 3 clusters Score -746639.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -746645.500000 Penalty: 2634.084473
	Iteration 29Q: 3 clusters Score -746645.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -746655.375000 Penalty: 2634.084473
	Iteration 30Q: 3 clusters Score -746655.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -746664.312500 Penalty: 2634.084473
	Iteration 31Q: 3 clusters Score -746664.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -746669.250000 Penalty: 2634.084473
	Iteration 32Q: 3 clusters Score -746669.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -746674.250000 Penalty: 2634.084473
	Iteration 33Q: 3 clusters Score -746674.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -746679.812500 Penalty: 2634.084473
	Iteration 34Q: 3 clusters Score -746679.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -746680.562500 Penalty: 2634.084473
	Iteration 35Q: 3 clusters Score -746680.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -746680.562500 Penalty: 2634.084473
	Iteration 36F: 3 clusters Score -746680.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (47807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47807 members 
Entering Unmasked Estep 
Score: -4776768.500000 Penalty: 1603.309204
	Iteration 0F: 2 clusters Score -4776768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
Score: -4745745.000000 Penalty: 3206.618408
	Iteration 0F: 3 clusters Score -4745745 nChanged 22044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -4757790.500000 Penalty: 3206.618408
	Iteration 1F: 3 clusters Score -4757790 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -4758322.500000 Penalty: 3206.618408
	Iteration 2Q: 3 clusters Score -4758322 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -4758948.000000 Penalty: 3206.618408
	Iteration 3Q: 3 clusters Score -4758948 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -4759548.500000 Penalty: 3206.618408
	Iteration 4Q: 3 clusters Score -4759548 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 24915 members 
Entering Unmasked Estep 
Score: -4760210.500000 Penalty: 3206.618408
	Iteration 5Q: 3 clusters Score -4760210 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
Score: -4760912.000000 Penalty: 3206.618408
	Iteration 6Q: 3 clusters Score -4760912 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -4761674.000000 Penalty: 3206.618408
	Iteration 7Q: 3 clusters Score -4761674 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 27153 members 
Entering Unmasked Estep 
Score: -4762553.000000 Penalty: 3206.618408
	Iteration 8Q: 3 clusters Score -4762553 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 28321 members 
Entering Unmasked Estep 
Score: -4763555.000000 Penalty: 3206.618408
	Iteration 9Q: 3 clusters Score -4763555 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 29607 members 
Entering Unmasked Estep 
Score: -4764618.500000 Penalty: 3206.618408
	Iteration 10Q: 3 clusters Score -4764618 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 30998 members 
Entering Unmasked Estep 
Score: -4765716.500000 Penalty: 3206.618408
	Iteration 11Q: 3 clusters Score -4765716 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 32425 members 
Entering Unmasked Estep 
Score: -4766788.500000 Penalty: 3206.618408
	Iteration 12Q: 3 clusters Score -4766788 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 33835 members 
Entering Unmasked Estep 
Score: -4767892.500000 Penalty: 3206.618408
	Iteration 13Q: 3 clusters Score -4767892 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 35224 members 
Entering Unmasked Estep 
Score: -4768937.000000 Penalty: 3206.618408
	Iteration 14Q: 3 clusters Score -4768937 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 36533 members 
Entering Unmasked Estep 
Score: -4769927.000000 Penalty: 3206.618408
	Iteration 15Q: 3 clusters Score -4769927 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 37767 members 
Entering Unmasked Estep 
Score: -4770769.500000 Penalty: 3206.618408
	Iteration 16Q: 3 clusters Score -4770770 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 38860 members 
Entering Unmasked Estep 
Score: -4771469.000000 Penalty: 3206.618408
	Iteration 17Q: 3 clusters Score -4771469 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 39821 members 
Entering Unmasked Estep 
Score: -4771996.500000 Penalty: 3206.618408
	Iteration 18Q: 3 clusters Score -4771996 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 40674 members 
Entering Unmasked Estep 
Score: -4772520.000000 Penalty: 3206.618408
	Iteration 19Q: 3 clusters Score -4772520 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 41459 members 
Entering Unmasked Estep 
Score: -4772916.000000 Penalty: 3206.618408
	Iteration 20F: 3 clusters Score -4772916 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 42165 members 
Entering Unmasked Estep 
Score: -4773285.500000 Penalty: 3206.618408
	Iteration 21Q: 3 clusters Score -4773286 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 42760 members 
Entering Unmasked Estep 
Score: -4773545.500000 Penalty: 3206.618408
	Iteration 22Q: 3 clusters Score -4773546 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 43341 members 
Entering Unmasked Estep 
Score: -4773798.000000 Penalty: 3206.618408
	Iteration 23Q: 3 clusters Score -4773798 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 43828 members 
Entering Unmasked Estep 
Score: -4774019.500000 Penalty: 3206.618408
	Iteration 24Q: 3 clusters Score -4774020 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 44268 members 
Entering Unmasked Estep 
Score: -4774190.000000 Penalty: 3206.618408
	Iteration 25Q: 3 clusters Score -4774190 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 44675 members 
Entering Unmasked Estep 
Score: -4774391.500000 Penalty: 3206.618408
	Iteration 26Q: 3 clusters Score -4774392 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 45004 members 
Entering Unmasked Estep 
Score: -4774555.500000 Penalty: 3206.618408
	Iteration 27Q: 3 clusters Score -4774556 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 45294 members 
Entering Unmasked Estep 
Score: -4774719.000000 Penalty: 3206.618408
	Iteration 28Q: 3 clusters Score -4774719 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 45567 members 
Entering Unmasked Estep 
Score: -4774861.000000 Penalty: 3206.618408
	Iteration 29Q: 3 clusters Score -4774861 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 45818 members 
Entering Unmasked Estep 
Score: -4774972.500000 Penalty: 3206.618408
	Iteration 30Q: 3 clusters Score -4774972 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 46019 members 
Entering Unmasked Estep 
Score: -4775091.500000 Penalty: 3206.618408
	Iteration 31Q: 3 clusters Score -4775092 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 46173 members 
Entering Unmasked Estep 
Score: -4775166.000000 Penalty: 3206.618408
	Iteration 32Q: 3 clusters Score -4775166 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 46295 members 
Entering Unmasked Estep 
Score: -4775226.500000 Penalty: 3206.618408
	Iteration 33Q: 3 clusters Score -4775226 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 46401 members 
Entering Unmasked Estep 
Score: -4775292.500000 Penalty: 3206.618408
	Iteration 34Q: 3 clusters Score -4775292 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 46487 members 
Entering Unmasked Estep 
Score: -4775313.500000 Penalty: 3206.618408
	Iteration 35Q: 3 clusters Score -4775314 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 46564 members 
Entering Unmasked Estep 
Score: -4775353.000000 Penalty: 3206.618408
	Iteration 36Q: 3 clusters Score -4775353 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 46626 members 
Entering Unmasked Estep 
Score: -4775380.000000 Penalty: 3206.618408
	Iteration 37Q: 3 clusters Score -4775380 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 46677 members 
Entering Unmasked Estep 
Score: -4775389.500000 Penalty: 3206.618408
	Iteration 38Q: 3 clusters Score -4775390 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 46723 members 
Entering Unmasked Estep 
Score: -4775416.500000 Penalty: 3206.618408
	Iteration 39Q: 3 clusters Score -4775416 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 46766 members 
Entering Unmasked Estep 
Score: -4775433.500000 Penalty: 3206.618408
	Iteration 40F: 3 clusters Score -4775434 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 46795 members 
Entering Unmasked Estep 
Score: -4775439.000000 Penalty: 3206.618408
	Iteration 41Q: 3 clusters Score -4775439 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 46815 members 
Entering Unmasked Estep 
Score: -4775448.000000 Penalty: 3206.618408
	Iteration 42Q: 3 clusters Score -4775448 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 46830 members 
Entering Unmasked Estep 
Score: -4775452.500000 Penalty: 3206.618408
	Iteration 43Q: 3 clusters Score -4775452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 46847 members 
Entering Unmasked Estep 
Score: -4775455.500000 Penalty: 3206.618408
	Iteration 44Q: 3 clusters Score -4775456 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 46864 members 
Entering Unmasked Estep 
Score: -4775457.500000 Penalty: 3206.618408
	Iteration 45Q: 3 clusters Score -4775458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 46878 members 
Entering Unmasked Estep 
Score: -4775476.000000 Penalty: 3206.618408
	Iteration 46Q: 3 clusters Score -4775476 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 46893 members 
Entering Unmasked Estep 
Score: -4775486.500000 Penalty: 3206.618408
	Iteration 47Q: 3 clusters Score -4775486 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 46912 members 
Entering Unmasked Estep 
Score: -4775504.000000 Penalty: 3206.618408
	Iteration 48Q: 3 clusters Score -4775504 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 46930 members 
Entering Unmasked Estep 
Score: -4775510.500000 Penalty: 3206.618408
	Iteration 49Q: 3 clusters Score -4775510 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 46944 members 
Entering Unmasked Estep 
Score: -4775528.500000 Penalty: 3206.618408
	Iteration 50Q: 3 clusters Score -4775528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 46957 members 
Entering Unmasked Estep 
Score: -4775544.000000 Penalty: 3206.618408
	Iteration 51Q: 3 clusters Score -4775544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 46966 members 
Entering Unmasked Estep 
Score: -4775544.000000 Penalty: 3206.618408
	Iteration 52Q: 3 clusters Score -4775544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 46972 members 
Entering Unmasked Estep 
Score: -4775543.500000 Penalty: 3206.618408
	Iteration 53Q: 3 clusters Score -4775544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 46975 members 
Entering Unmasked Estep 
Score: -4775542.000000 Penalty: 3206.618408
	Iteration 54Q: 3 clusters Score -4775542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 46977 members 
Entering Unmasked Estep 
Score: -4775542.500000 Penalty: 3206.618408
	Iteration 55Q: 3 clusters Score -4775542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 46979 members 
Entering Unmasked Estep 
Score: -4775550.500000 Penalty: 3206.618408
	Iteration 56Q: 3 clusters Score -4775550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 46982 members 
Entering Unmasked Estep 
Score: -4775547.000000 Penalty: 3206.618408
	Iteration 57Q: 3 clusters Score -4775547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 46982 members 
Entering Unmasked Estep 
Score: -4775552.000000 Penalty: 3206.618408
	Iteration 58Q: 3 clusters Score -4775552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 46982 members 
Entering Unmasked Estep 
Score: -4775552.000000 Penalty: 3206.618408
	Iteration 59F: 3 clusters Score -4775552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Entering Unmasked Estep 
Score: -781066.812500 Penalty: 1341.241089
	Iteration 0F: 2 clusters Score -781066.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -775446.187500 Penalty: 2682.482178
	Iteration 0F: 3 clusters Score -775446.2 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -777510.562500 Penalty: 2682.482178
	Iteration 1F: 3 clusters Score -777510.6 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -777902.937500 Penalty: 2682.482178
	Iteration 2F: 3 clusters Score -777902.9 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -778225.562500 Penalty: 2682.482178
	Iteration 3F: 3 clusters Score -778225.6 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -778496.000000 Penalty: 2682.482178
	Iteration 4F: 3 clusters Score -778496 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -778772.500000 Penalty: 2682.482178
	Iteration 5F: 3 clusters Score -778772.5 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -779026.437500 Penalty: 2682.482178
	Iteration 6Q: 3 clusters Score -779026.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -779264.750000 Penalty: 2682.482178
	Iteration 7Q: 3 clusters Score -779264.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -779461.312500 Penalty: 2682.482178
	Iteration 8Q: 3 clusters Score -779461.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -779611.000000 Penalty: 2682.482178
	Iteration 9Q: 3 clusters Score -779611 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -779745.000000 Penalty: 2682.482178
	Iteration 10Q: 3 clusters Score -779745 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -779864.062500 Penalty: 2682.482178
	Iteration 11Q: 3 clusters Score -779864.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -779976.312500 Penalty: 2682.482178
	Iteration 12Q: 3 clusters Score -779976.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -780078.562500 Penalty: 2682.482178
	Iteration 13Q: 3 clusters Score -780078.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -780176.312500 Penalty: 2682.482178
	Iteration 14Q: 3 clusters Score -780176.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -780249.125000 Penalty: 2682.482178
	Iteration 15Q: 3 clusters Score -780249.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -780292.500000 Penalty: 2682.482178
	Iteration 16Q: 3 clusters Score -780292.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -780329.437500 Penalty: 2682.482178
	Iteration 17Q: 3 clusters Score -780329.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -780367.125000 Penalty: 2682.482178
	Iteration 18Q: 3 clusters Score -780367.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -780398.687500 Penalty: 2682.482178
	Iteration 19Q: 3 clusters Score -780398.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -780419.937500 Penalty: 2682.482178
	Iteration 20F: 3 clusters Score -780419.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -780438.687500 Penalty: 2682.482178
	Iteration 21Q: 3 clusters Score -780438.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -780459.687500 Penalty: 2682.482178
	Iteration 22Q: 3 clusters Score -780459.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -780481.125000 Penalty: 2682.482178
	Iteration 23Q: 3 clusters Score -780481.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -780501.437500 Penalty: 2682.482178
	Iteration 24Q: 3 clusters Score -780501.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -780515.187500 Penalty: 2682.482178
	Iteration 25Q: 3 clusters Score -780515.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -780528.750000 Penalty: 2682.482178
	Iteration 26Q: 3 clusters Score -780528.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -780539.625000 Penalty: 2682.482178
	Iteration 27Q: 3 clusters Score -780539.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -780547.375000 Penalty: 2682.482178
	Iteration 28Q: 3 clusters Score -780547.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -780554.750000 Penalty: 2682.482178
	Iteration 29Q: 3 clusters Score -780554.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -780556.750000 Penalty: 2682.482178
	Iteration 30Q: 3 clusters Score -780556.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -780568.937500 Penalty: 2682.482178
	Iteration 31Q: 3 clusters Score -780568.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -780576.937500 Penalty: 2682.482178
	Iteration 32Q: 3 clusters Score -780576.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -780584.125000 Penalty: 2682.482178
	Iteration 33Q: 3 clusters Score -780584.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -780590.812500 Penalty: 2682.482178
	Iteration 34Q: 3 clusters Score -780590.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -780596.875000 Penalty: 2682.482178
	Iteration 35Q: 3 clusters Score -780596.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -780604.187500 Penalty: 2682.482178
	Iteration 36Q: 3 clusters Score -780604.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -780615.875000 Penalty: 2682.482178
	Iteration 37Q: 3 clusters Score -780615.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -780635.437500 Penalty: 2682.482178
	Iteration 38Q: 3 clusters Score -780635.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -780650.000000 Penalty: 2682.482178
	Iteration 39Q: 3 clusters Score -780650 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -780657.375000 Penalty: 2682.482178
	Iteration 40F: 3 clusters Score -780657.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -780662.937500 Penalty: 2682.482178
	Iteration 41Q: 3 clusters Score -780662.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -780668.062500 Penalty: 2682.482178
	Iteration 42Q: 3 clusters Score -780668.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -780672.062500 Penalty: 2682.482178
	Iteration 43Q: 3 clusters Score -780672.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -780678.250000 Penalty: 2682.482178
	Iteration 44Q: 3 clusters Score -780678.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -780681.812500 Penalty: 2682.482178
	Iteration 45Q: 3 clusters Score -780681.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -780690.437500 Penalty: 2682.482178
	Iteration 46Q: 3 clusters Score -780690.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -780692.062500 Penalty: 2682.482178
	Iteration 47Q: 3 clusters Score -780692.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -780695.187500 Penalty: 2682.482178
	Iteration 48Q: 3 clusters Score -780695.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -780696.250000 Penalty: 2682.482178
	Iteration 49Q: 3 clusters Score -780696.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -780697.187500 Penalty: 2682.482178
	Iteration 50Q: 3 clusters Score -780697.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -780701.750000 Penalty: 2682.482178
	Iteration 51Q: 3 clusters Score -780701.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -780703.625000 Penalty: 2682.482178
	Iteration 52Q: 3 clusters Score -780703.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -780708.250000 Penalty: 2682.482178
	Iteration 53Q: 3 clusters Score -780708.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -780711.312500 Penalty: 2682.482178
	Iteration 54Q: 3 clusters Score -780711.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -780710.562500 Penalty: 2682.482178
	Iteration 55Q: 3 clusters Score -780710.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -780715.812500 Penalty: 2682.482178
	Iteration 56Q: 3 clusters Score -780715.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -780716.812500 Penalty: 2682.482178
	Iteration 57Q: 3 clusters Score -780716.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -780716.687500 Penalty: 2682.482178
	Iteration 58Q: 3 clusters Score -780716.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -780719.812500 Penalty: 2682.482178
	Iteration 59Q: 3 clusters Score -780719.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -780721.187500 Penalty: 2682.482178
	Iteration 60F: 3 clusters Score -780721.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -780721.937500 Penalty: 2682.482178
	Iteration 61Q: 3 clusters Score -780721.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -780724.625000 Penalty: 2682.482178
	Iteration 62Q: 3 clusters Score -780724.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -780726.062500 Penalty: 2682.482178
	Iteration 63Q: 3 clusters Score -780726.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -780726.375000 Penalty: 2682.482178
	Iteration 64Q: 3 clusters Score -780726.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -780726.062500 Penalty: 2682.482178
	Iteration 65Q: 3 clusters Score -780726.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -780728.187500 Penalty: 2682.482178
	Iteration 66Q: 3 clusters Score -780728.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -780729.625000 Penalty: 2682.482178
	Iteration 67Q: 3 clusters Score -780729.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -780729.625000 Penalty: 2682.482178
	Iteration 68Q: 3 clusters Score -780729.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -780729.625000 Penalty: 2682.482178
	Iteration 69F: 3 clusters Score -780729.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Entering Unmasked Estep 
Score: -1147981.625000 Penalty: 1388.697754
	Iteration 0F: 2 clusters Score -1147982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1140461.750000 Penalty: 2777.395508
	Iteration 0F: 3 clusters Score -1140462 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1142953.000000 Penalty: 2777.395508
	Iteration 1F: 3 clusters Score -1142953 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1143339.875000 Penalty: 2777.395508
	Iteration 2F: 3 clusters Score -1143340 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1143704.375000 Penalty: 2777.395508
	Iteration 3F: 3 clusters Score -1143704 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1144061.750000 Penalty: 2777.395508
	Iteration 4F: 3 clusters Score -1144062 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1144443.500000 Penalty: 2777.395508
	Iteration 5F: 3 clusters Score -1144444 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1144857.000000 Penalty: 2777.395508
	Iteration 6F: 3 clusters Score -1144857 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1145230.125000 Penalty: 2777.395508
	Iteration 7Q: 3 clusters Score -1145230 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1145587.375000 Penalty: 2777.395508
	Iteration 8Q: 3 clusters Score -1145587 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1145953.500000 Penalty: 2777.395508
	Iteration 9Q: 3 clusters Score -1145954 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1146297.000000 Penalty: 2777.395508
	Iteration 10Q: 3 clusters Score -1146297 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1146602.875000 Penalty: 2777.395508
	Iteration 11Q: 3 clusters Score -1146603 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1146841.750000 Penalty: 2777.395508
	Iteration 12Q: 3 clusters Score -1146842 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1146948.125000 Penalty: 2777.395508
	Iteration 13Q: 3 clusters Score -1146948 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1147011.250000 Penalty: 2777.395508
	Iteration 14Q: 3 clusters Score -1147011 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1147041.500000 Penalty: 2777.395508
	Iteration 15Q: 3 clusters Score -1147042 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1147067.375000 Penalty: 2777.395508
	Iteration 16Q: 3 clusters Score -1147067 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1147090.000000 Penalty: 2777.395508
	Iteration 17Q: 3 clusters Score -1147090 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1147109.250000 Penalty: 2777.395508
	Iteration 18Q: 3 clusters Score -1147109 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1147129.625000 Penalty: 2777.395508
	Iteration 19Q: 3 clusters Score -1147130 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1147142.000000 Penalty: 2777.395508
	Iteration 20F: 3 clusters Score -1147142 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1147148.125000 Penalty: 2777.395508
	Iteration 21Q: 3 clusters Score -1147148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1147153.250000 Penalty: 2777.395508
	Iteration 22Q: 3 clusters Score -1147153 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1147154.250000 Penalty: 2777.395508
	Iteration 23Q: 3 clusters Score -1147154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1147158.250000 Penalty: 2777.395508
	Iteration 24Q: 3 clusters Score -1147158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1147161.875000 Penalty: 2777.395508
	Iteration 25Q: 3 clusters Score -1147162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1147163.125000 Penalty: 2777.395508
	Iteration 26Q: 3 clusters Score -1147163 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1147166.375000 Penalty: 2777.395508
	Iteration 27Q: 3 clusters Score -1147166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1147167.375000 Penalty: 2777.395508
	Iteration 28Q: 3 clusters Score -1147167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1147169.625000 Penalty: 2777.395508
	Iteration 29Q: 3 clusters Score -1147170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1147171.000000 Penalty: 2777.395508
	Iteration 30Q: 3 clusters Score -1147171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1147171.250000 Penalty: 2777.395508
	Iteration 31Q: 3 clusters Score -1147171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1147172.875000 Penalty: 2777.395508
	Iteration 32Q: 3 clusters Score -1147173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1147170.750000 Penalty: 2777.395508
	Iteration 33Q: 3 clusters Score -1147171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1147173.375000 Penalty: 2777.395508
	Iteration 34Q: 3 clusters Score -1147173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1147173.000000 Penalty: 2777.395508
	Iteration 35Q: 3 clusters Score -1147173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1147172.750000 Penalty: 2777.395508
	Iteration 36Q: 3 clusters Score -1147173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1147173.750000 Penalty: 2777.395508
	Iteration 37Q: 3 clusters Score -1147174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1147175.125000 Penalty: 2777.395508
	Iteration 38Q: 3 clusters Score -1147175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1147179.500000 Penalty: 2777.395508
	Iteration 39Q: 3 clusters Score -1147180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1147182.375000 Penalty: 2777.395508
	Iteration 40F: 3 clusters Score -1147182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1147184.250000 Penalty: 2777.395508
	Iteration 41Q: 3 clusters Score -1147184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1147188.250000 Penalty: 2777.395508
	Iteration 42Q: 3 clusters Score -1147188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1147186.625000 Penalty: 2777.395508
	Iteration 43Q: 3 clusters Score -1147187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1147186.250000 Penalty: 2777.395508
	Iteration 44Q: 3 clusters Score -1147186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1147188.750000 Penalty: 2777.395508
	Iteration 45Q: 3 clusters Score -1147189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1147186.125000 Penalty: 2777.395508
	Iteration 46Q: 3 clusters Score -1147186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1147189.250000 Penalty: 2777.395508
	Iteration 47Q: 3 clusters Score -1147189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1147189.250000 Penalty: 2777.395508
	Iteration 48Q: 3 clusters Score -1147189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1147188.625000 Penalty: 2777.395508
	Iteration 49Q: 3 clusters Score -1147189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1147191.875000 Penalty: 2777.395508
	Iteration 50Q: 3 clusters Score -1147192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1147191.000000 Penalty: 2777.395508
	Iteration 51Q: 3 clusters Score -1147191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1147190.375000 Penalty: 2777.395508
	Iteration 52Q: 3 clusters Score -1147190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1147190.625000 Penalty: 2777.395508
	Iteration 53Q: 3 clusters Score -1147191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1147193.250000 Penalty: 2777.395508
	Iteration 54Q: 3 clusters Score -1147193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1147192.125000 Penalty: 2777.395508
	Iteration 55Q: 3 clusters Score -1147192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1147192.125000 Penalty: 2777.395508
	Iteration 56F: 3 clusters Score -1147192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (52882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52882 members 
Entering Unmasked Estep 
Score: -5291622.000000 Penalty: 1618.321777
	Iteration 0F: 2 clusters Score -5291622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 26338 members 
Entering Unmasked Estep 
Score: -5257219.000000 Penalty: 3236.643555
	Iteration 0F: 3 clusters Score -5257219 nChanged 24420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 25752 members 
Entering Unmasked Estep 
Score: -5270725.500000 Penalty: 3236.643555
	Iteration 1F: 3 clusters Score -5270726 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
Score: -5271339.500000 Penalty: 3236.643555
	Iteration 2Q: 3 clusters Score -5271340 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28252 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -5272102.500000 Penalty: 3236.643555
	Iteration 3Q: 3 clusters Score -5272102 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29260 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -5273047.500000 Penalty: 3236.643555
	Iteration 4Q: 3 clusters Score -5273048 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30719 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -5274206.500000 Penalty: 3236.643555
	Iteration 5Q: 3 clusters Score -5274206 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32698 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -5275961.500000 Penalty: 3236.643555
	Iteration 6F: 3 clusters Score -5275962 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35115 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -5278314.000000 Penalty: 3236.643555
	Iteration 7F: 3 clusters Score -5278314 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37747 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -5281092.500000 Penalty: 3236.643555
	Iteration 8F: 3 clusters Score -5281092 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40127 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -5283667.500000 Penalty: 3236.643555
	Iteration 9F: 3 clusters Score -5283668 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41936 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -5285411.000000 Penalty: 3236.643555
	Iteration 10Q: 3 clusters Score -5285411 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43313 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -5286547.000000 Penalty: 3236.643555
	Iteration 11Q: 3 clusters Score -5286547 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44378 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -5287252.500000 Penalty: 3236.643555
	Iteration 12Q: 3 clusters Score -5287252 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45244 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -5287758.000000 Penalty: 3236.643555
	Iteration 13Q: 3 clusters Score -5287758 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46000 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -5288111.500000 Penalty: 3236.643555
	Iteration 14Q: 3 clusters Score -5288112 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46676 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -5288433.500000 Penalty: 3236.643555
	Iteration 15Q: 3 clusters Score -5288434 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47284 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -5288703.000000 Penalty: 3236.643555
	Iteration 16Q: 3 clusters Score -5288703 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47822 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -5288918.500000 Penalty: 3236.643555
	Iteration 17Q: 3 clusters Score -5288918 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48273 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -5289064.500000 Penalty: 3236.643555
	Iteration 18Q: 3 clusters Score -5289064 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48687 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -5289262.000000 Penalty: 3236.643555
	Iteration 19Q: 3 clusters Score -5289262 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49049 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -5289412.500000 Penalty: 3236.643555
	Iteration 20F: 3 clusters Score -5289412 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49379 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -5289533.500000 Penalty: 3236.643555
	Iteration 21Q: 3 clusters Score -5289534 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49671 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -5289656.500000 Penalty: 3236.643555
	Iteration 22Q: 3 clusters Score -5289656 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49921 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -5289752.000000 Penalty: 3236.643555
	Iteration 23Q: 3 clusters Score -5289752 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50140 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -5289838.500000 Penalty: 3236.643555
	Iteration 24Q: 3 clusters Score -5289838 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50344 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -5289942.500000 Penalty: 3236.643555
	Iteration 25Q: 3 clusters Score -5289942 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50522 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -5290003.000000 Penalty: 3236.643555
	Iteration 26Q: 3 clusters Score -5290003 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50669 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -5290083.500000 Penalty: 3236.643555
	Iteration 27Q: 3 clusters Score -5290084 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50797 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -5290131.500000 Penalty: 3236.643555
	Iteration 28Q: 3 clusters Score -5290132 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50913 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -5290184.000000 Penalty: 3236.643555
	Iteration 29Q: 3 clusters Score -5290184 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51011 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -5290203.500000 Penalty: 3236.643555
	Iteration 30Q: 3 clusters Score -5290204 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51106 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -5290259.000000 Penalty: 3236.643555
	Iteration 31Q: 3 clusters Score -5290259 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51195 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -5290270.000000 Penalty: 3236.643555
	Iteration 32Q: 3 clusters Score -5290270 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51271 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -5290315.500000 Penalty: 3236.643555
	Iteration 33Q: 3 clusters Score -5290316 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51328 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -5290333.500000 Penalty: 3236.643555
	Iteration 34Q: 3 clusters Score -5290334 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51368 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -5290345.500000 Penalty: 3236.643555
	Iteration 35Q: 3 clusters Score -5290346 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51414 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -5290366.000000 Penalty: 3236.643555
	Iteration 36Q: 3 clusters Score -5290366 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51451 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -5290380.500000 Penalty: 3236.643555
	Iteration 37Q: 3 clusters Score -5290380 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51491 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -5290396.500000 Penalty: 3236.643555
	Iteration 38Q: 3 clusters Score -5290396 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51512 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -5290411.500000 Penalty: 3236.643555
	Iteration 39Q: 3 clusters Score -5290412 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51533 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -5290411.500000 Penalty: 3236.643555
	Iteration 40F: 3 clusters Score -5290412 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51557 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -5290421.000000 Penalty: 3236.643555
	Iteration 41Q: 3 clusters Score -5290421 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51574 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -5290435.500000 Penalty: 3236.643555
	Iteration 42Q: 3 clusters Score -5290436 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51589 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -5290437.000000 Penalty: 3236.643555
	Iteration 43Q: 3 clusters Score -5290437 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51599 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -5290443.500000 Penalty: 3236.643555
	Iteration 44Q: 3 clusters Score -5290444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51611 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -5290457.000000 Penalty: 3236.643555
	Iteration 45Q: 3 clusters Score -5290457 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51617 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -5290455.500000 Penalty: 3236.643555
	Iteration 46Q: 3 clusters Score -5290456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51622 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -5290459.500000 Penalty: 3236.643555
	Iteration 47Q: 3 clusters Score -5290460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51630 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -5290461.000000 Penalty: 3236.643555
	Iteration 48Q: 3 clusters Score -5290461 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51638 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -5290456.500000 Penalty: 3236.643555
	Iteration 49Q: 3 clusters Score -5290456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51644 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -5290461.000000 Penalty: 3236.643555
	Iteration 50Q: 3 clusters Score -5290461 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51651 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -5290463.000000 Penalty: 3236.643555
	Iteration 51Q: 3 clusters Score -5290463 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51663 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -5290475.500000 Penalty: 3236.643555
	Iteration 52Q: 3 clusters Score -5290476 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51678 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -5290485.000000 Penalty: 3236.643555
	Iteration 53Q: 3 clusters Score -5290485 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51684 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -5290484.000000 Penalty: 3236.643555
	Iteration 54Q: 3 clusters Score -5290484 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51692 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -5290484.000000 Penalty: 3236.643555
	Iteration 55Q: 3 clusters Score -5290484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51699 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -5290484.500000 Penalty: 3236.643555
	Iteration 56Q: 3 clusters Score -5290484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51701 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -5290487.000000 Penalty: 3236.643555
	Iteration 57Q: 3 clusters Score -5290487 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51708 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -5290490.500000 Penalty: 3236.643555
	Iteration 58Q: 3 clusters Score -5290490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51711 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -5290489.500000 Penalty: 3236.643555
	Iteration 59Q: 3 clusters Score -5290490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51713 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -5290486.500000 Penalty: 3236.643555
	Iteration 60F: 3 clusters Score -5290486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51716 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -5290494.500000 Penalty: 3236.643555
	Iteration 61Q: 3 clusters Score -5290494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51718 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -5290495.500000 Penalty: 3236.643555
	Iteration 62Q: 3 clusters Score -5290496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51726 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -5290498.500000 Penalty: 3236.643555
	Iteration 63Q: 3 clusters Score -5290498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51734 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -5290507.000000 Penalty: 3236.643555
	Iteration 64Q: 3 clusters Score -5290507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51733 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -5290508.500000 Penalty: 3236.643555
	Iteration 65Q: 3 clusters Score -5290508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51732 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -5290520.500000 Penalty: 3236.643555
	Iteration 66Q: 3 clusters Score -5290520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51733 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -5290519.500000 Penalty: 3236.643555
	Iteration 67Q: 3 clusters Score -5290520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51741 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -5290514.500000 Penalty: 3236.643555
	Iteration 68Q: 3 clusters Score -5290514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51741 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -5290523.500000 Penalty: 3236.643555
	Iteration 69Q: 3 clusters Score -5290524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51742 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -5290519.500000 Penalty: 3236.643555
	Iteration 70Q: 3 clusters Score -5290520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51743 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -5290519.500000 Penalty: 3236.643555
	Iteration 71Q: 3 clusters Score -5290520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51743 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -5290519.500000 Penalty: 3236.643555
	Iteration 72F: 3 clusters Score -5290520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Entering Unmasked Estep 
Score: -464853.906250 Penalty: 1250.951538
	Iteration 0F: 2 clusters Score -464853.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -461542.156250 Penalty: 2501.903076
	Iteration 0F: 3 clusters Score -461542.2 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -462793.625000 Penalty: 2501.903076
	Iteration 1F: 3 clusters Score -462793.6 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -463424.062500 Penalty: 2501.903076
	Iteration 2F: 3 clusters Score -463424.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -463837.687500 Penalty: 2501.903076
	Iteration 3F: 3 clusters Score -463837.7 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -464154.031250 Penalty: 2501.903076
	Iteration 4F: 3 clusters Score -464154 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -464400.375000 Penalty: 2501.903076
	Iteration 5F: 3 clusters Score -464400.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -464593.968750 Penalty: 2501.903076
	Iteration 6F: 3 clusters Score -464594 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -464764.812500 Penalty: 2501.903076
	Iteration 7Q: 3 clusters Score -464764.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -464912.875000 Penalty: 2501.903076
	Iteration 8Q: 3 clusters Score -464912.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -465002.250000 Penalty: 2501.903076
	Iteration 9Q: 3 clusters Score -465002.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -465055.312500 Penalty: 2501.903076
	Iteration 10Q: 3 clusters Score -465055.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -465098.687500 Penalty: 2501.903076
	Iteration 11Q: 3 clusters Score -465098.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -465137.250000 Penalty: 2501.903076
	Iteration 12Q: 3 clusters Score -465137.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -465168.843750 Penalty: 2501.903076
	Iteration 13Q: 3 clusters Score -465168.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -465197.906250 Penalty: 2501.903076
	Iteration 14Q: 3 clusters Score -465197.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -465220.062500 Penalty: 2501.903076
	Iteration 15Q: 3 clusters Score -465220.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -465241.906250 Penalty: 2501.903076
	Iteration 16Q: 3 clusters Score -465241.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -465258.125000 Penalty: 2501.903076
	Iteration 17Q: 3 clusters Score -465258.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -465266.875000 Penalty: 2501.903076
	Iteration 18Q: 3 clusters Score -465266.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -465271.437500 Penalty: 2501.903076
	Iteration 19Q: 3 clusters Score -465271.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -465276.812500 Penalty: 2501.903076
	Iteration 20F: 3 clusters Score -465276.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -465278.750000 Penalty: 2501.903076
	Iteration 21Q: 3 clusters Score -465278.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -465279.406250 Penalty: 2501.903076
	Iteration 22Q: 3 clusters Score -465279.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -465279.937500 Penalty: 2501.903076
	Iteration 23Q: 3 clusters Score -465279.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -465279.906250 Penalty: 2501.903076
	Iteration 24Q: 3 clusters Score -465279.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -465279.906250 Penalty: 2501.903076
	Iteration 25F: 3 clusters Score -465279.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61038 members 
Mstep: Class 2 contains 7419 members 
Mstep: Class 3 contains 6982 members 
Mstep: Class 4 contains 47807 members 
Mstep: Class 5 contains 8215 members 
Mstep: Class 6 contains 11301 members 
Mstep: Class 7 contains 52882 members 
Mstep: Class 8 contains 3787 members 
Mstep: Class 9 contains 11030 members 
Mstep: Class 10 contains 11465 members 
Mstep: Class 11 contains 10292 members 
Mstep: Class 12 contains 7477 members 
Mstep: Class 13 contains 20019 members 
Mstep: Class 14 contains 37509 members 
Mstep: Class 15 contains 16475 members 
Mstep: Class 16 contains 21591 members 
Mstep: Class 17 contains 24779 members 
Mstep: Class 18 contains 19724 members 
Mstep: Class 19 contains 414 members 
Mstep: Class 20 contains 197188 members 
Mstep: Class 21 contains 12057 members 
Mstep: Class 22 contains 1782 members 
Mstep: Class 23 contains 6084 members 
Mstep: Class 24 contains 2389 members 
Mstep: Class 25 contains 36643 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14850 members 
Mstep: Class 28 contains 18551 members 
Mstep: Class 29 contains 36584 members 
Mstep: Class 30 contains 10547 members 
Mstep: Class 31 contains 9255 members 
Mstep: Class 32 contains 962 members 
Mstep: Class 33 contains 7994 members 
Mstep: Class 34 contains 3995 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1620 members 
Mstep: Class 37 contains 4377 members 
Mstep: Class 38 contains 3456 members 
Mstep: Class 39 contains 34306 members 
Mstep: Class 40 contains 17990 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2265 members 
Mstep: Class 44 contains 5094 members 
Mstep: Class 45 contains 1925 members 
Mstep: Class 46 contains 1294 members 
Mstep: Class 47 contains 11692 members 
Mstep: Class 48 contains 1782 members 
Mstep: Class 49 contains 1354 members 
Mstep: Class 50 contains 20754 members 
Mstep: Class 51 contains 1006 members 
Mstep: Class 52 contains 4818 members 
Mstep: Class 53 contains 7664 members 
Mstep: Class 54 contains 7646 members 
Mstep: Class 55 contains 1685 members 
Mstep: Class 56 contains 4113 members 
Mstep: Class 57 contains 691 members 
Entering Unmasked Estep 
Score: -88139960.000000 Penalty: 116282.218750
Splitting cluster 8 changes total score from -88140256.000000 to -88139960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (11030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Entering Unmasked Estep 
Score: -1154484.125000 Penalty: 1385.086182
	Iteration 0F: 2 clusters Score -1154484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1147133.500000 Penalty: 2770.172363
	Iteration 0F: 3 clusters Score -1147134 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1149537.250000 Penalty: 2770.172363
	Iteration 1F: 3 clusters Score -1149537 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1149914.375000 Penalty: 2770.172363
	Iteration 2F: 3 clusters Score -1149914 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1150241.250000 Penalty: 2770.172363
	Iteration 3F: 3 clusters Score -1150241 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1150551.750000 Penalty: 2770.172363
	Iteration 4F: 3 clusters Score -1150552 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1150902.875000 Penalty: 2770.172363
	Iteration 5F: 3 clusters Score -1150903 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1151261.125000 Penalty: 2770.172363
	Iteration 6F: 3 clusters Score -1151261 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1151602.250000 Penalty: 2770.172363
	Iteration 7F: 3 clusters Score -1151602 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1151981.875000 Penalty: 2770.172363
	Iteration 8Q: 3 clusters Score -1151982 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1152324.500000 Penalty: 2770.172363
	Iteration 9Q: 3 clusters Score -1152324 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1152586.750000 Penalty: 2770.172363
	Iteration 10Q: 3 clusters Score -1152587 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1152775.375000 Penalty: 2770.172363
	Iteration 11Q: 3 clusters Score -1152775 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1152890.500000 Penalty: 2770.172363
	Iteration 12Q: 3 clusters Score -1152890 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1152976.125000 Penalty: 2770.172363
	Iteration 13Q: 3 clusters Score -1152976 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1153037.250000 Penalty: 2770.172363
	Iteration 14Q: 3 clusters Score -1153037 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1153093.750000 Penalty: 2770.172363
	Iteration 15Q: 3 clusters Score -1153094 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1153132.250000 Penalty: 2770.172363
	Iteration 16Q: 3 clusters Score -1153132 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1153166.500000 Penalty: 2770.172363
	Iteration 17Q: 3 clusters Score -1153166 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1153200.375000 Penalty: 2770.172363
	Iteration 18Q: 3 clusters Score -1153200 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1153235.875000 Penalty: 2770.172363
	Iteration 19Q: 3 clusters Score -1153236 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1153267.125000 Penalty: 2770.172363
	Iteration 20F: 3 clusters Score -1153267 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1153297.625000 Penalty: 2770.172363
	Iteration 21Q: 3 clusters Score -1153298 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1153336.875000 Penalty: 2770.172363
	Iteration 22Q: 3 clusters Score -1153337 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1153376.250000 Penalty: 2770.172363
	Iteration 23Q: 3 clusters Score -1153376 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1153416.875000 Penalty: 2770.172363
	Iteration 24Q: 3 clusters Score -1153417 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1153454.125000 Penalty: 2770.172363
	Iteration 25Q: 3 clusters Score -1153454 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1153489.625000 Penalty: 2770.172363
	Iteration 26Q: 3 clusters Score -1153490 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1153505.250000 Penalty: 2770.172363
	Iteration 27Q: 3 clusters Score -1153505 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1153515.000000 Penalty: 2770.172363
	Iteration 28Q: 3 clusters Score -1153515 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1153528.625000 Penalty: 2770.172363
	Iteration 29Q: 3 clusters Score -1153529 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1153545.125000 Penalty: 2770.172363
	Iteration 30Q: 3 clusters Score -1153545 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1153555.750000 Penalty: 2770.172363
	Iteration 31Q: 3 clusters Score -1153556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1153563.375000 Penalty: 2770.172363
	Iteration 32Q: 3 clusters Score -1153563 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1153569.500000 Penalty: 2770.172363
	Iteration 33Q: 3 clusters Score -1153570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1153574.625000 Penalty: 2770.172363
	Iteration 34Q: 3 clusters Score -1153575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1153578.500000 Penalty: 2770.172363
	Iteration 35Q: 3 clusters Score -1153578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1153581.500000 Penalty: 2770.172363
	Iteration 36Q: 3 clusters Score -1153582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1153584.250000 Penalty: 2770.172363
	Iteration 37Q: 3 clusters Score -1153584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1153585.875000 Penalty: 2770.172363
	Iteration 38Q: 3 clusters Score -1153586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1153585.875000 Penalty: 2770.172363
	Iteration 39F: 3 clusters Score -1153586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Entering Unmasked Estep 
Score: -1205703.625000 Penalty: 1390.841675
	Iteration 0F: 2 clusters Score -1205704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1198081.875000 Penalty: 2781.683350
	Iteration 0F: 3 clusters Score -1198082 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1200709.250000 Penalty: 2781.683350
	Iteration 1F: 3 clusters Score -1200709 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1201225.500000 Penalty: 2781.683350
	Iteration 2F: 3 clusters Score -1201226 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1201784.875000 Penalty: 2781.683350
	Iteration 3F: 3 clusters Score -1201785 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1202390.000000 Penalty: 2781.683350
	Iteration 4F: 3 clusters Score -1202390 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1202927.375000 Penalty: 2781.683350
	Iteration 5F: 3 clusters Score -1202927 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1203343.625000 Penalty: 2781.683350
	Iteration 6F: 3 clusters Score -1203344 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1203643.875000 Penalty: 2781.683350
	Iteration 7Q: 3 clusters Score -1203644 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1203875.500000 Penalty: 2781.683350
	Iteration 8Q: 3 clusters Score -1203876 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1204042.500000 Penalty: 2781.683350
	Iteration 9Q: 3 clusters Score -1204042 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1204163.750000 Penalty: 2781.683350
	Iteration 10Q: 3 clusters Score -1204164 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1204244.750000 Penalty: 2781.683350
	Iteration 11Q: 3 clusters Score -1204245 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1204307.000000 Penalty: 2781.683350
	Iteration 12Q: 3 clusters Score -1204307 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1204363.875000 Penalty: 2781.683350
	Iteration 13Q: 3 clusters Score -1204364 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1204411.375000 Penalty: 2781.683350
	Iteration 14Q: 3 clusters Score -1204411 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1204436.250000 Penalty: 2781.683350
	Iteration 15Q: 3 clusters Score -1204436 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1204478.500000 Penalty: 2781.683350
	Iteration 16Q: 3 clusters Score -1204478 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1204508.375000 Penalty: 2781.683350
	Iteration 17Q: 3 clusters Score -1204508 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1204530.875000 Penalty: 2781.683350
	Iteration 18Q: 3 clusters Score -1204531 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1204541.750000 Penalty: 2781.683350
	Iteration 19Q: 3 clusters Score -1204542 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1204552.625000 Penalty: 2781.683350
	Iteration 20F: 3 clusters Score -1204553 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1204571.625000 Penalty: 2781.683350
	Iteration 21Q: 3 clusters Score -1204572 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1204586.750000 Penalty: 2781.683350
	Iteration 22Q: 3 clusters Score -1204587 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1204596.375000 Penalty: 2781.683350
	Iteration 23Q: 3 clusters Score -1204596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1204603.750000 Penalty: 2781.683350
	Iteration 24Q: 3 clusters Score -1204604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1204609.500000 Penalty: 2781.683350
	Iteration 25Q: 3 clusters Score -1204610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1204611.250000 Penalty: 2781.683350
	Iteration 26Q: 3 clusters Score -1204611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1204613.375000 Penalty: 2781.683350
	Iteration 27Q: 3 clusters Score -1204613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1204615.250000 Penalty: 2781.683350
	Iteration 28Q: 3 clusters Score -1204615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1204619.875000 Penalty: 2781.683350
	Iteration 29Q: 3 clusters Score -1204620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1204624.875000 Penalty: 2781.683350
	Iteration 30Q: 3 clusters Score -1204625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1204631.125000 Penalty: 2781.683350
	Iteration 31Q: 3 clusters Score -1204631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1204639.375000 Penalty: 2781.683350
	Iteration 32Q: 3 clusters Score -1204639 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1204647.500000 Penalty: 2781.683350
	Iteration 33Q: 3 clusters Score -1204648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1204648.500000 Penalty: 2781.683350
	Iteration 34Q: 3 clusters Score -1204648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1204653.375000 Penalty: 2781.683350
	Iteration 35Q: 3 clusters Score -1204653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1204657.000000 Penalty: 2781.683350
	Iteration 36Q: 3 clusters Score -1204657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1204661.000000 Penalty: 2781.683350
	Iteration 37Q: 3 clusters Score -1204661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1204667.125000 Penalty: 2781.683350
	Iteration 38Q: 3 clusters Score -1204667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1204667.875000 Penalty: 2781.683350
	Iteration 39Q: 3 clusters Score -1204668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1204671.500000 Penalty: 2781.683350
	Iteration 40F: 3 clusters Score -1204672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1204672.750000 Penalty: 2781.683350
	Iteration 41Q: 3 clusters Score -1204673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1204671.750000 Penalty: 2781.683350
	Iteration 42Q: 3 clusters Score -1204672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1204671.750000 Penalty: 2781.683350
	Iteration 43F: 3 clusters Score -1204672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Entering Unmasked Estep 
Score: -1079255.125000 Penalty: 1374.781494
	Iteration 0F: 2 clusters Score -1079255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1072353.500000 Penalty: 2749.562988
	Iteration 0F: 3 clusters Score -1072354 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1074523.750000 Penalty: 2749.562988
	Iteration 1F: 3 clusters Score -1074524 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1074848.750000 Penalty: 2749.562988
	Iteration 2F: 3 clusters Score -1074849 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1075089.000000 Penalty: 2749.562988
	Iteration 3F: 3 clusters Score -1075089 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1075262.875000 Penalty: 2749.562988
	Iteration 4Q: 3 clusters Score -1075263 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1075393.000000 Penalty: 2749.562988
	Iteration 5Q: 3 clusters Score -1075393 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1075521.875000 Penalty: 2749.562988
	Iteration 6Q: 3 clusters Score -1075522 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1075646.125000 Penalty: 2749.562988
	Iteration 7Q: 3 clusters Score -1075646 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1075767.125000 Penalty: 2749.562988
	Iteration 8Q: 3 clusters Score -1075767 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1075889.375000 Penalty: 2749.562988
	Iteration 9Q: 3 clusters Score -1075889 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1076017.250000 Penalty: 2749.562988
	Iteration 10Q: 3 clusters Score -1076017 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1076153.625000 Penalty: 2749.562988
	Iteration 11Q: 3 clusters Score -1076154 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1076283.000000 Penalty: 2749.562988
	Iteration 12Q: 3 clusters Score -1076283 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1076421.125000 Penalty: 2749.562988
	Iteration 13Q: 3 clusters Score -1076421 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1076561.125000 Penalty: 2749.562988
	Iteration 14Q: 3 clusters Score -1076561 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1076695.875000 Penalty: 2749.562988
	Iteration 15Q: 3 clusters Score -1076696 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1076828.625000 Penalty: 2749.562988
	Iteration 16Q: 3 clusters Score -1076829 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1076966.875000 Penalty: 2749.562988
	Iteration 17Q: 3 clusters Score -1076967 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1077089.375000 Penalty: 2749.562988
	Iteration 18Q: 3 clusters Score -1077089 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1077193.250000 Penalty: 2749.562988
	Iteration 19Q: 3 clusters Score -1077193 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1077277.000000 Penalty: 2749.562988
	Iteration 20F: 3 clusters Score -1077277 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1077351.500000 Penalty: 2749.562988
	Iteration 21Q: 3 clusters Score -1077352 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1077423.375000 Penalty: 2749.562988
	Iteration 22Q: 3 clusters Score -1077423 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1077487.375000 Penalty: 2749.562988
	Iteration 23Q: 3 clusters Score -1077487 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1077539.125000 Penalty: 2749.562988
	Iteration 24Q: 3 clusters Score -1077539 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1077572.375000 Penalty: 2749.562988
	Iteration 25Q: 3 clusters Score -1077572 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1077609.625000 Penalty: 2749.562988
	Iteration 26Q: 3 clusters Score -1077610 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1077642.875000 Penalty: 2749.562988
	Iteration 27Q: 3 clusters Score -1077643 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1077670.000000 Penalty: 2749.562988
	Iteration 28Q: 3 clusters Score -1077670 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1077697.500000 Penalty: 2749.562988
	Iteration 29Q: 3 clusters Score -1077698 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1077720.625000 Penalty: 2749.562988
	Iteration 30Q: 3 clusters Score -1077721 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1077746.250000 Penalty: 2749.562988
	Iteration 31Q: 3 clusters Score -1077746 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1077771.750000 Penalty: 2749.562988
	Iteration 32Q: 3 clusters Score -1077772 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1077797.875000 Penalty: 2749.562988
	Iteration 33Q: 3 clusters Score -1077798 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1077816.500000 Penalty: 2749.562988
	Iteration 34Q: 3 clusters Score -1077816 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1077828.000000 Penalty: 2749.562988
	Iteration 35Q: 3 clusters Score -1077828 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1077843.375000 Penalty: 2749.562988
	Iteration 36Q: 3 clusters Score -1077843 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1077863.500000 Penalty: 2749.562988
	Iteration 37Q: 3 clusters Score -1077864 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1077886.875000 Penalty: 2749.562988
	Iteration 38Q: 3 clusters Score -1077887 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1077910.750000 Penalty: 2749.562988
	Iteration 39Q: 3 clusters Score -1077911 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1077932.875000 Penalty: 2749.562988
	Iteration 40F: 3 clusters Score -1077933 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1077955.875000 Penalty: 2749.562988
	Iteration 41Q: 3 clusters Score -1077956 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1077969.875000 Penalty: 2749.562988
	Iteration 42Q: 3 clusters Score -1077970 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1077989.875000 Penalty: 2749.562988
	Iteration 43Q: 3 clusters Score -1077990 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1078010.250000 Penalty: 2749.562988
	Iteration 44Q: 3 clusters Score -1078010 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1078025.750000 Penalty: 2749.562988
	Iteration 45Q: 3 clusters Score -1078026 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1078038.875000 Penalty: 2749.562988
	Iteration 46Q: 3 clusters Score -1078039 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1078049.750000 Penalty: 2749.562988
	Iteration 47Q: 3 clusters Score -1078050 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1078067.875000 Penalty: 2749.562988
	Iteration 48Q: 3 clusters Score -1078068 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1078083.875000 Penalty: 2749.562988
	Iteration 49Q: 3 clusters Score -1078084 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1078102.375000 Penalty: 2749.562988
	Iteration 50Q: 3 clusters Score -1078102 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1078114.500000 Penalty: 2749.562988
	Iteration 51Q: 3 clusters Score -1078114 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1078129.375000 Penalty: 2749.562988
	Iteration 52Q: 3 clusters Score -1078129 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1078144.750000 Penalty: 2749.562988
	Iteration 53Q: 3 clusters Score -1078145 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1078163.125000 Penalty: 2749.562988
	Iteration 54Q: 3 clusters Score -1078163 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1078177.250000 Penalty: 2749.562988
	Iteration 55Q: 3 clusters Score -1078177 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1078193.125000 Penalty: 2749.562988
	Iteration 56Q: 3 clusters Score -1078193 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1078209.125000 Penalty: 2749.562988
	Iteration 57Q: 3 clusters Score -1078209 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1078222.625000 Penalty: 2749.562988
	Iteration 58Q: 3 clusters Score -1078223 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1078232.000000 Penalty: 2749.562988
	Iteration 59Q: 3 clusters Score -1078232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1078237.625000 Penalty: 2749.562988
	Iteration 60F: 3 clusters Score -1078238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1078246.250000 Penalty: 2749.562988
	Iteration 61Q: 3 clusters Score -1078246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1078255.125000 Penalty: 2749.562988
	Iteration 62Q: 3 clusters Score -1078255 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1078266.000000 Penalty: 2749.562988
	Iteration 63Q: 3 clusters Score -1078266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1078272.250000 Penalty: 2749.562988
	Iteration 64Q: 3 clusters Score -1078272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1078282.750000 Penalty: 2749.562988
	Iteration 65Q: 3 clusters Score -1078283 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1078291.125000 Penalty: 2749.562988
	Iteration 66Q: 3 clusters Score -1078291 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1078300.750000 Penalty: 2749.562988
	Iteration 67Q: 3 clusters Score -1078301 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1078310.000000 Penalty: 2749.562988
	Iteration 68Q: 3 clusters Score -1078310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1078315.625000 Penalty: 2749.562988
	Iteration 69Q: 3 clusters Score -1078316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1078325.625000 Penalty: 2749.562988
	Iteration 70Q: 3 clusters Score -1078326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1078326.875000 Penalty: 2749.562988
	Iteration 71Q: 3 clusters Score -1078327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1078330.500000 Penalty: 2749.562988
	Iteration 72Q: 3 clusters Score -1078330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1078330.000000 Penalty: 2749.562988
	Iteration 73Q: 3 clusters Score -1078330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -1078331.125000 Penalty: 2749.562988
	Iteration 74Q: 3 clusters Score -1078331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1078331.625000 Penalty: 2749.562988
	Iteration 75Q: 3 clusters Score -1078332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1078335.625000 Penalty: 2749.562988
	Iteration 76Q: 3 clusters Score -1078336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1078340.250000 Penalty: 2749.562988
	Iteration 77Q: 3 clusters Score -1078340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1078341.625000 Penalty: 2749.562988
	Iteration 78Q: 3 clusters Score -1078342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1078345.500000 Penalty: 2749.562988
	Iteration 79Q: 3 clusters Score -1078346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1078348.375000 Penalty: 2749.562988
	Iteration 80F: 3 clusters Score -1078348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1078348.750000 Penalty: 2749.562988
	Iteration 81Q: 3 clusters Score -1078349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1078349.625000 Penalty: 2749.562988
	Iteration 82Q: 3 clusters Score -1078350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1078351.625000 Penalty: 2749.562988
	Iteration 83Q: 3 clusters Score -1078352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1078353.250000 Penalty: 2749.562988
	Iteration 84Q: 3 clusters Score -1078353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1078353.250000 Penalty: 2749.562988
	Iteration 85F: 3 clusters Score -1078353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Entering Unmasked Estep 
Score: -749544.812500 Penalty: 1327.234619
	Iteration 0F: 2 clusters Score -749544.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -744330.687500 Penalty: 2654.469238
	Iteration 0F: 3 clusters Score -744330.7 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -746089.437500 Penalty: 2654.469238
	Iteration 1F: 3 clusters Score -746089.4 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -746449.437500 Penalty: 2654.469238
	Iteration 2F: 3 clusters Score -746449.4 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -746679.750000 Penalty: 2654.469238
	Iteration 3F: 3 clusters Score -746679.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -746852.250000 Penalty: 2654.469238
	Iteration 4Q: 3 clusters Score -746852.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -747030.625000 Penalty: 2654.469238
	Iteration 5Q: 3 clusters Score -747030.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -747237.062500 Penalty: 2654.469238
	Iteration 6Q: 3 clusters Score -747237.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -747485.437500 Penalty: 2654.469238
	Iteration 7Q: 3 clusters Score -747485.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -747767.062500 Penalty: 2654.469238
	Iteration 8Q: 3 clusters Score -747767.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -748017.812500 Penalty: 2654.469238
	Iteration 9Q: 3 clusters Score -748017.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -748208.125000 Penalty: 2654.469238
	Iteration 10Q: 3 clusters Score -748208.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -748422.625000 Penalty: 2654.469238
	Iteration 11Q: 3 clusters Score -748422.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -748607.437500 Penalty: 2654.469238
	Iteration 12Q: 3 clusters Score -748607.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -748766.937500 Penalty: 2654.469238
	Iteration 13Q: 3 clusters Score -748766.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -748904.062500 Penalty: 2654.469238
	Iteration 14Q: 3 clusters Score -748904.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -748974.125000 Penalty: 2654.469238
	Iteration 15Q: 3 clusters Score -748974.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -749018.125000 Penalty: 2654.469238
	Iteration 16Q: 3 clusters Score -749018.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -749043.500000 Penalty: 2654.469238
	Iteration 17Q: 3 clusters Score -749043.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -749060.125000 Penalty: 2654.469238
	Iteration 18Q: 3 clusters Score -749060.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -749079.750000 Penalty: 2654.469238
	Iteration 19Q: 3 clusters Score -749079.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -749092.500000 Penalty: 2654.469238
	Iteration 20F: 3 clusters Score -749092.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -749103.625000 Penalty: 2654.469238
	Iteration 21Q: 3 clusters Score -749103.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -749114.375000 Penalty: 2654.469238
	Iteration 22Q: 3 clusters Score -749114.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -749119.062500 Penalty: 2654.469238
	Iteration 23Q: 3 clusters Score -749119.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -749123.937500 Penalty: 2654.469238
	Iteration 24Q: 3 clusters Score -749123.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -749128.187500 Penalty: 2654.469238
	Iteration 25Q: 3 clusters Score -749128.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -749129.875000 Penalty: 2654.469238
	Iteration 26Q: 3 clusters Score -749129.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -749131.000000 Penalty: 2654.469238
	Iteration 27Q: 3 clusters Score -749131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -749132.937500 Penalty: 2654.469238
	Iteration 28Q: 3 clusters Score -749132.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -749132.937500 Penalty: 2654.469238
	Iteration 29F: 3 clusters Score -749132.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (20019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Entering Unmasked Estep 
Score: -2050358.750000 Penalty: 1473.780273
	Iteration 0F: 2 clusters Score -2050359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -2037248.125000 Penalty: 2947.560547
	Iteration 0F: 3 clusters Score -2037248 nChanged 8767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -2042101.250000 Penalty: 2947.560547
	Iteration 1F: 3 clusters Score -2042101 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -2042527.000000 Penalty: 2947.560547
	Iteration 2F: 3 clusters Score -2042527 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -2042866.375000 Penalty: 2947.560547
	Iteration 3Q: 3 clusters Score -2042866 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -2043181.125000 Penalty: 2947.560547
	Iteration 4Q: 3 clusters Score -2043181 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -2043481.375000 Penalty: 2947.560547
	Iteration 5Q: 3 clusters Score -2043481 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -2043800.375000 Penalty: 2947.560547
	Iteration 6Q: 3 clusters Score -2043800 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -2044137.750000 Penalty: 2947.560547
	Iteration 7Q: 3 clusters Score -2044138 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -2044582.000000 Penalty: 2947.560547
	Iteration 8Q: 3 clusters Score -2044582 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -2045102.625000 Penalty: 2947.560547
	Iteration 9Q: 3 clusters Score -2045103 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -2045630.500000 Penalty: 2947.560547
	Iteration 10Q: 3 clusters Score -2045630 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -2046101.875000 Penalty: 2947.560547
	Iteration 11Q: 3 clusters Score -2046102 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -2046475.500000 Penalty: 2947.560547
	Iteration 12Q: 3 clusters Score -2046476 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -2046782.250000 Penalty: 2947.560547
	Iteration 13Q: 3 clusters Score -2046782 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -2047053.250000 Penalty: 2947.560547
	Iteration 14Q: 3 clusters Score -2047053 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -2047253.875000 Penalty: 2947.560547
	Iteration 15Q: 3 clusters Score -2047254 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -2047422.125000 Penalty: 2947.560547
	Iteration 16Q: 3 clusters Score -2047422 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -2047554.750000 Penalty: 2947.560547
	Iteration 17Q: 3 clusters Score -2047555 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -2047696.625000 Penalty: 2947.560547
	Iteration 18Q: 3 clusters Score -2047697 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -2047851.500000 Penalty: 2947.560547
	Iteration 19Q: 3 clusters Score -2047852 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -2048006.000000 Penalty: 2947.560547
	Iteration 20F: 3 clusters Score -2048006 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -2048136.000000 Penalty: 2947.560547
	Iteration 21Q: 3 clusters Score -2048136 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -2048286.125000 Penalty: 2947.560547
	Iteration 22Q: 3 clusters Score -2048286 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -2048439.625000 Penalty: 2947.560547
	Iteration 23Q: 3 clusters Score -2048440 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -2048591.250000 Penalty: 2947.560547
	Iteration 24Q: 3 clusters Score -2048591 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -2048720.125000 Penalty: 2947.560547
	Iteration 25Q: 3 clusters Score -2048720 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -2048820.125000 Penalty: 2947.560547
	Iteration 26Q: 3 clusters Score -2048820 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2048922.625000 Penalty: 2947.560547
	Iteration 27Q: 3 clusters Score -2048923 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2049011.750000 Penalty: 2947.560547
	Iteration 28Q: 3 clusters Score -2049012 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2049077.625000 Penalty: 2947.560547
	Iteration 29Q: 3 clusters Score -2049078 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2049126.625000 Penalty: 2947.560547
	Iteration 30Q: 3 clusters Score -2049127 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2049170.750000 Penalty: 2947.560547
	Iteration 31Q: 3 clusters Score -2049171 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2049205.125000 Penalty: 2947.560547
	Iteration 32Q: 3 clusters Score -2049205 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2049240.625000 Penalty: 2947.560547
	Iteration 33Q: 3 clusters Score -2049241 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2049274.750000 Penalty: 2947.560547
	Iteration 34Q: 3 clusters Score -2049275 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2049299.125000 Penalty: 2947.560547
	Iteration 35Q: 3 clusters Score -2049299 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2049308.625000 Penalty: 2947.560547
	Iteration 36Q: 3 clusters Score -2049309 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2049322.000000 Penalty: 2947.560547
	Iteration 37Q: 3 clusters Score -2049322 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2049329.750000 Penalty: 2947.560547
	Iteration 38Q: 3 clusters Score -2049330 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2049339.625000 Penalty: 2947.560547
	Iteration 39Q: 3 clusters Score -2049340 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2049345.000000 Penalty: 2947.560547
	Iteration 40F: 3 clusters Score -2049345 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2049356.000000 Penalty: 2947.560547
	Iteration 41Q: 3 clusters Score -2049356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2049363.625000 Penalty: 2947.560547
	Iteration 42Q: 3 clusters Score -2049364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2049365.750000 Penalty: 2947.560547
	Iteration 43Q: 3 clusters Score -2049366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2049370.625000 Penalty: 2947.560547
	Iteration 44Q: 3 clusters Score -2049371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2049379.875000 Penalty: 2947.560547
	Iteration 45Q: 3 clusters Score -2049380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2049383.500000 Penalty: 2947.560547
	Iteration 46Q: 3 clusters Score -2049384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2049389.875000 Penalty: 2947.560547
	Iteration 47Q: 3 clusters Score -2049390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2049390.875000 Penalty: 2947.560547
	Iteration 48Q: 3 clusters Score -2049391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2049395.875000 Penalty: 2947.560547
	Iteration 49Q: 3 clusters Score -2049396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2049401.125000 Penalty: 2947.560547
	Iteration 50Q: 3 clusters Score -2049401 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2049412.375000 Penalty: 2947.560547
	Iteration 51Q: 3 clusters Score -2049412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2049418.125000 Penalty: 2947.560547
	Iteration 52Q: 3 clusters Score -2049418 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2049428.000000 Penalty: 2947.560547
	Iteration 53Q: 3 clusters Score -2049428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2049434.375000 Penalty: 2947.560547
	Iteration 54Q: 3 clusters Score -2049434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2049431.375000 Penalty: 2947.560547
	Iteration 55Q: 3 clusters Score -2049431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2049436.375000 Penalty: 2947.560547
	Iteration 56Q: 3 clusters Score -2049436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2049437.375000 Penalty: 2947.560547
	Iteration 57Q: 3 clusters Score -2049437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2049440.625000 Penalty: 2947.560547
	Iteration 58Q: 3 clusters Score -2049441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2049437.750000 Penalty: 2947.560547
	Iteration 59Q: 3 clusters Score -2049438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2049440.250000 Penalty: 2947.560547
	Iteration 60F: 3 clusters Score -2049440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2049443.500000 Penalty: 2947.560547
	Iteration 61Q: 3 clusters Score -2049444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2049442.125000 Penalty: 2947.560547
	Iteration 62Q: 3 clusters Score -2049442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2049442.125000 Penalty: 2947.560547
	Iteration 63Q: 3 clusters Score -2049442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2049444.375000 Penalty: 2947.560547
	Iteration 64Q: 3 clusters Score -2049444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2049445.875000 Penalty: 2947.560547
	Iteration 65Q: 3 clusters Score -2049446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2049446.500000 Penalty: 2947.560547
	Iteration 66Q: 3 clusters Score -2049446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2049448.250000 Penalty: 2947.560547
	Iteration 67Q: 3 clusters Score -2049448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2049448.875000 Penalty: 2947.560547
	Iteration 68Q: 3 clusters Score -2049449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2049448.875000 Penalty: 2947.560547
	Iteration 69F: 3 clusters Score -2049449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (37509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37509 members 
Entering Unmasked Estep 
Score: -3897643.750000 Penalty: 1567.211670
	Iteration 0F: 2 clusters Score -3897644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -3873121.750000 Penalty: 3134.423340
	Iteration 0F: 3 clusters Score -3873122 nChanged 17202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -3882525.750000 Penalty: 3134.423340
	Iteration 1F: 3 clusters Score -3882526 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -3883131.750000 Penalty: 3134.423340
	Iteration 2Q: 3 clusters Score -3883132 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -3883713.750000 Penalty: 3134.423340
	Iteration 3Q: 3 clusters Score -3883714 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -3884331.750000 Penalty: 3134.423340
	Iteration 4Q: 3 clusters Score -3884332 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -3885070.500000 Penalty: 3134.423340
	Iteration 5Q: 3 clusters Score -3885070 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -3885916.750000 Penalty: 3134.423340
	Iteration 6Q: 3 clusters Score -3885917 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -3886803.000000 Penalty: 3134.423340
	Iteration 7F: 3 clusters Score -3886803 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -3887727.000000 Penalty: 3134.423340
	Iteration 8F: 3 clusters Score -3887727 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25627 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -3888685.500000 Penalty: 3134.423340
	Iteration 9Q: 3 clusters Score -3888686 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -3889743.750000 Penalty: 3134.423340
	Iteration 10Q: 3 clusters Score -3889744 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28874 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -3890830.500000 Penalty: 3134.423340
	Iteration 11Q: 3 clusters Score -3890830 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30554 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -3891920.000000 Penalty: 3134.423340
	Iteration 12Q: 3 clusters Score -3891920 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32068 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -3892945.750000 Penalty: 3134.423340
	Iteration 13Q: 3 clusters Score -3892946 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33463 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -3893881.250000 Penalty: 3134.423340
	Iteration 14Q: 3 clusters Score -3893881 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34549 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -3894617.750000 Penalty: 3134.423340
	Iteration 15Q: 3 clusters Score -3894618 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35365 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -3895140.500000 Penalty: 3134.423340
	Iteration 16Q: 3 clusters Score -3895140 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35940 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -3895558.000000 Penalty: 3134.423340
	Iteration 17Q: 3 clusters Score -3895558 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36348 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -3895838.000000 Penalty: 3134.423340
	Iteration 18Q: 3 clusters Score -3895838 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36608 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -3896031.500000 Penalty: 3134.423340
	Iteration 19Q: 3 clusters Score -3896032 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36777 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -3896174.750000 Penalty: 3134.423340
	Iteration 20F: 3 clusters Score -3896175 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36876 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3896256.250000 Penalty: 3134.423340
	Iteration 21Q: 3 clusters Score -3896256 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36939 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3896316.750000 Penalty: 3134.423340
	Iteration 22Q: 3 clusters Score -3896317 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36991 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -3896368.750000 Penalty: 3134.423340
	Iteration 23Q: 3 clusters Score -3896369 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37030 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3896407.500000 Penalty: 3134.423340
	Iteration 24Q: 3 clusters Score -3896408 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37060 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3896437.750000 Penalty: 3134.423340
	Iteration 25Q: 3 clusters Score -3896438 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37075 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -3896450.000000 Penalty: 3134.423340
	Iteration 26Q: 3 clusters Score -3896450 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37079 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -3896461.000000 Penalty: 3134.423340
	Iteration 27Q: 3 clusters Score -3896461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37083 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -3896466.500000 Penalty: 3134.423340
	Iteration 28Q: 3 clusters Score -3896466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37084 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3896469.500000 Penalty: 3134.423340
	Iteration 29Q: 3 clusters Score -3896470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37084 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3896469.750000 Penalty: 3134.423340
	Iteration 30Q: 3 clusters Score -3896470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37086 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3896472.750000 Penalty: 3134.423340
	Iteration 31Q: 3 clusters Score -3896473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37087 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -3896474.500000 Penalty: 3134.423340
	Iteration 32Q: 3 clusters Score -3896474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37089 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3896480.250000 Penalty: 3134.423340
	Iteration 33Q: 3 clusters Score -3896480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37089 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3896480.000000 Penalty: 3134.423340
	Iteration 34Q: 3 clusters Score -3896480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37090 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3896481.750000 Penalty: 3134.423340
	Iteration 35Q: 3 clusters Score -3896482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37091 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -3896478.750000 Penalty: 3134.423340
	Iteration 36Q: 3 clusters Score -3896479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37093 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3896481.000000 Penalty: 3134.423340
	Iteration 37Q: 3 clusters Score -3896481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37095 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3896480.000000 Penalty: 3134.423340
	Iteration 38Q: 3 clusters Score -3896480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37097 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3896485.000000 Penalty: 3134.423340
	Iteration 39Q: 3 clusters Score -3896485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37102 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3896492.000000 Penalty: 3134.423340
	Iteration 40F: 3 clusters Score -3896492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37102 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3896490.750000 Penalty: 3134.423340
	Iteration 41Q: 3 clusters Score -3896491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37101 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -3896490.250000 Penalty: 3134.423340
	Iteration 42Q: 3 clusters Score -3896490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37102 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3896488.500000 Penalty: 3134.423340
	Iteration 43Q: 3 clusters Score -3896488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37103 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3896490.750000 Penalty: 3134.423340
	Iteration 44Q: 3 clusters Score -3896491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37103 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3896490.750000 Penalty: 3134.423340
	Iteration 45F: 3 clusters Score -3896491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Entering Unmasked Estep 
Score: -1727189.625000 Penalty: 1444.788452
	Iteration 0F: 2 clusters Score -1727190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1716245.750000 Penalty: 2889.576904
	Iteration 0F: 3 clusters Score -1716246 nChanged 7191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1720168.125000 Penalty: 2889.576904
	Iteration 1F: 3 clusters Score -1720168 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1720540.875000 Penalty: 2889.576904
	Iteration 2F: 3 clusters Score -1720541 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1720818.375000 Penalty: 2889.576904
	Iteration 3Q: 3 clusters Score -1720818 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1721081.875000 Penalty: 2889.576904
	Iteration 4Q: 3 clusters Score -1721082 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1721353.500000 Penalty: 2889.576904
	Iteration 5Q: 3 clusters Score -1721354 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1721618.500000 Penalty: 2889.576904
	Iteration 6Q: 3 clusters Score -1721618 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1721897.250000 Penalty: 2889.576904
	Iteration 7Q: 3 clusters Score -1721897 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1722200.000000 Penalty: 2889.576904
	Iteration 8Q: 3 clusters Score -1722200 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1722513.500000 Penalty: 2889.576904
	Iteration 9Q: 3 clusters Score -1722514 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1722788.750000 Penalty: 2889.576904
	Iteration 10Q: 3 clusters Score -1722789 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1723063.375000 Penalty: 2889.576904
	Iteration 11Q: 3 clusters Score -1723063 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1723312.375000 Penalty: 2889.576904
	Iteration 12Q: 3 clusters Score -1723312 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1723532.375000 Penalty: 2889.576904
	Iteration 13Q: 3 clusters Score -1723532 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1723736.125000 Penalty: 2889.576904
	Iteration 14Q: 3 clusters Score -1723736 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1723925.000000 Penalty: 2889.576904
	Iteration 15Q: 3 clusters Score -1723925 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1724099.625000 Penalty: 2889.576904
	Iteration 16Q: 3 clusters Score -1724100 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1724230.875000 Penalty: 2889.576904
	Iteration 17Q: 3 clusters Score -1724231 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1724362.375000 Penalty: 2889.576904
	Iteration 18Q: 3 clusters Score -1724362 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1724489.250000 Penalty: 2889.576904
	Iteration 19Q: 3 clusters Score -1724489 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1724583.500000 Penalty: 2889.576904
	Iteration 20F: 3 clusters Score -1724584 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1724669.750000 Penalty: 2889.576904
	Iteration 21Q: 3 clusters Score -1724670 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1724733.375000 Penalty: 2889.576904
	Iteration 22Q: 3 clusters Score -1724733 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1724785.875000 Penalty: 2889.576904
	Iteration 23Q: 3 clusters Score -1724786 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1724834.625000 Penalty: 2889.576904
	Iteration 24Q: 3 clusters Score -1724835 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1724883.875000 Penalty: 2889.576904
	Iteration 25Q: 3 clusters Score -1724884 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -1724923.250000 Penalty: 2889.576904
	Iteration 26Q: 3 clusters Score -1724923 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -1724952.875000 Penalty: 2889.576904
	Iteration 27Q: 3 clusters Score -1724953 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -1724984.750000 Penalty: 2889.576904
	Iteration 28Q: 3 clusters Score -1724985 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -1725007.000000 Penalty: 2889.576904
	Iteration 29Q: 3 clusters Score -1725007 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1725032.875000 Penalty: 2889.576904
	Iteration 30Q: 3 clusters Score -1725033 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -1725062.875000 Penalty: 2889.576904
	Iteration 31Q: 3 clusters Score -1725063 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -1725084.750000 Penalty: 2889.576904
	Iteration 32Q: 3 clusters Score -1725085 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -1725107.500000 Penalty: 2889.576904
	Iteration 33Q: 3 clusters Score -1725108 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -1725139.250000 Penalty: 2889.576904
	Iteration 34Q: 3 clusters Score -1725139 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -1725171.625000 Penalty: 2889.576904
	Iteration 35Q: 3 clusters Score -1725172 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -1725201.875000 Penalty: 2889.576904
	Iteration 36Q: 3 clusters Score -1725202 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -1725231.875000 Penalty: 2889.576904
	Iteration 37Q: 3 clusters Score -1725232 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -1725265.875000 Penalty: 2889.576904
	Iteration 38Q: 3 clusters Score -1725266 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -1725300.625000 Penalty: 2889.576904
	Iteration 39Q: 3 clusters Score -1725301 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -1725327.500000 Penalty: 2889.576904
	Iteration 40F: 3 clusters Score -1725328 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -1725357.500000 Penalty: 2889.576904
	Iteration 41Q: 3 clusters Score -1725358 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -1725389.375000 Penalty: 2889.576904
	Iteration 42Q: 3 clusters Score -1725389 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -1725421.500000 Penalty: 2889.576904
	Iteration 43Q: 3 clusters Score -1725422 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -1725449.625000 Penalty: 2889.576904
	Iteration 44Q: 3 clusters Score -1725450 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -1725468.750000 Penalty: 2889.576904
	Iteration 45Q: 3 clusters Score -1725469 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -1725495.375000 Penalty: 2889.576904
	Iteration 46Q: 3 clusters Score -1725495 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -1725523.875000 Penalty: 2889.576904
	Iteration 47Q: 3 clusters Score -1725524 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -1725546.375000 Penalty: 2889.576904
	Iteration 48Q: 3 clusters Score -1725546 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -1725552.625000 Penalty: 2889.576904
	Iteration 49Q: 3 clusters Score -1725553 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -1725569.250000 Penalty: 2889.576904
	Iteration 50Q: 3 clusters Score -1725569 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -1725577.500000 Penalty: 2889.576904
	Iteration 51Q: 3 clusters Score -1725578 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -1725588.250000 Penalty: 2889.576904
	Iteration 52Q: 3 clusters Score -1725588 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -1725600.000000 Penalty: 2889.576904
	Iteration 53Q: 3 clusters Score -1725600 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -1725613.250000 Penalty: 2889.576904
	Iteration 54Q: 3 clusters Score -1725613 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -1725625.375000 Penalty: 2889.576904
	Iteration 55Q: 3 clusters Score -1725625 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -1725644.125000 Penalty: 2889.576904
	Iteration 56Q: 3 clusters Score -1725644 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -1725651.500000 Penalty: 2889.576904
	Iteration 57Q: 3 clusters Score -1725652 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -1725667.375000 Penalty: 2889.576904
	Iteration 58Q: 3 clusters Score -1725667 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -1725677.500000 Penalty: 2889.576904
	Iteration 59Q: 3 clusters Score -1725678 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -1725684.875000 Penalty: 2889.576904
	Iteration 60F: 3 clusters Score -1725685 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -1725693.625000 Penalty: 2889.576904
	Iteration 61Q: 3 clusters Score -1725694 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -1725706.250000 Penalty: 2889.576904
	Iteration 62Q: 3 clusters Score -1725706 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -1725719.500000 Penalty: 2889.576904
	Iteration 63Q: 3 clusters Score -1725720 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -1725733.625000 Penalty: 2889.576904
	Iteration 64Q: 3 clusters Score -1725734 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -1725749.250000 Penalty: 2889.576904
	Iteration 65Q: 3 clusters Score -1725749 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -1725758.125000 Penalty: 2889.576904
	Iteration 66Q: 3 clusters Score -1725758 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -1725769.375000 Penalty: 2889.576904
	Iteration 67Q: 3 clusters Score -1725769 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -1725793.000000 Penalty: 2889.576904
	Iteration 68Q: 3 clusters Score -1725793 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -1725803.250000 Penalty: 2889.576904
	Iteration 69Q: 3 clusters Score -1725803 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -1725815.375000 Penalty: 2889.576904
	Iteration 70Q: 3 clusters Score -1725815 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -1725832.625000 Penalty: 2889.576904
	Iteration 71Q: 3 clusters Score -1725833 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -1725839.875000 Penalty: 2889.576904
	Iteration 72Q: 3 clusters Score -1725840 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -1725853.625000 Penalty: 2889.576904
	Iteration 73Q: 3 clusters Score -1725854 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -1725869.375000 Penalty: 2889.576904
	Iteration 74Q: 3 clusters Score -1725869 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -1725886.500000 Penalty: 2889.576904
	Iteration 75Q: 3 clusters Score -1725886 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -1725903.500000 Penalty: 2889.576904
	Iteration 76Q: 3 clusters Score -1725904 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -1725918.250000 Penalty: 2889.576904
	Iteration 77Q: 3 clusters Score -1725918 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -1725934.375000 Penalty: 2889.576904
	Iteration 78Q: 3 clusters Score -1725934 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -1725943.250000 Penalty: 2889.576904
	Iteration 79Q: 3 clusters Score -1725943 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -1725963.125000 Penalty: 2889.576904
	Iteration 80F: 3 clusters Score -1725963 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -1725976.625000 Penalty: 2889.576904
	Iteration 81Q: 3 clusters Score -1725977 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -1725998.500000 Penalty: 2889.576904
	Iteration 82Q: 3 clusters Score -1725998 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -1726011.000000 Penalty: 2889.576904
	Iteration 83Q: 3 clusters Score -1726011 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -1726029.875000 Penalty: 2889.576904
	Iteration 84Q: 3 clusters Score -1726030 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -1726039.750000 Penalty: 2889.576904
	Iteration 85Q: 3 clusters Score -1726040 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -1726056.000000 Penalty: 2889.576904
	Iteration 86Q: 3 clusters Score -1726056 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -1726069.375000 Penalty: 2889.576904
	Iteration 87Q: 3 clusters Score -1726069 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -1726078.250000 Penalty: 2889.576904
	Iteration 88Q: 3 clusters Score -1726078 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -1726094.125000 Penalty: 2889.576904
	Iteration 89Q: 3 clusters Score -1726094 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -1726110.250000 Penalty: 2889.576904
	Iteration 90Q: 3 clusters Score -1726110 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -1726127.875000 Penalty: 2889.576904
	Iteration 91Q: 3 clusters Score -1726128 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -1726145.750000 Penalty: 2889.576904
	Iteration 92Q: 3 clusters Score -1726146 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -1726161.750000 Penalty: 2889.576904
	Iteration 93Q: 3 clusters Score -1726162 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -1726178.125000 Penalty: 2889.576904
	Iteration 94Q: 3 clusters Score -1726178 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -1726184.500000 Penalty: 2889.576904
	Iteration 95Q: 3 clusters Score -1726184 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -1726195.875000 Penalty: 2889.576904
	Iteration 96Q: 3 clusters Score -1726196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -1726207.250000 Penalty: 2889.576904
	Iteration 97Q: 3 clusters Score -1726207 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -1726217.000000 Penalty: 2889.576904
	Iteration 98Q: 3 clusters Score -1726217 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -1726230.625000 Penalty: 2889.576904
	Iteration 99Q: 3 clusters Score -1726231 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -1726240.250000 Penalty: 2889.576904
	Iteration 100F: 3 clusters Score -1726240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -1726248.125000 Penalty: 2889.576904
	Iteration 101Q: 3 clusters Score -1726248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -1726249.375000 Penalty: 2889.576904
	Iteration 102Q: 3 clusters Score -1726249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -1726252.250000 Penalty: 2889.576904
	Iteration 103Q: 3 clusters Score -1726252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -1726254.500000 Penalty: 2889.576904
	Iteration 104Q: 3 clusters Score -1726254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -1726260.500000 Penalty: 2889.576904
	Iteration 105Q: 3 clusters Score -1726260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -1726261.375000 Penalty: 2889.576904
	Iteration 106Q: 3 clusters Score -1726261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -1726262.000000 Penalty: 2889.576904
	Iteration 107Q: 3 clusters Score -1726262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -1726261.375000 Penalty: 2889.576904
	Iteration 108Q: 3 clusters Score -1726261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -1726267.125000 Penalty: 2889.576904
	Iteration 109Q: 3 clusters Score -1726267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -1726270.625000 Penalty: 2889.576904
	Iteration 110Q: 3 clusters Score -1726271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -1726271.000000 Penalty: 2889.576904
	Iteration 111Q: 3 clusters Score -1726271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -1726272.375000 Penalty: 2889.576904
	Iteration 112Q: 3 clusters Score -1726272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -1726271.625000 Penalty: 2889.576904
	Iteration 113Q: 3 clusters Score -1726272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -1726277.125000 Penalty: 2889.576904
	Iteration 114Q: 3 clusters Score -1726277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -1726281.125000 Penalty: 2889.576904
	Iteration 115Q: 3 clusters Score -1726281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -1726281.750000 Penalty: 2889.576904
	Iteration 116Q: 3 clusters Score -1726282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -1726285.000000 Penalty: 2889.576904
	Iteration 117Q: 3 clusters Score -1726285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -1726285.000000 Penalty: 2889.576904
	Iteration 118F: 3 clusters Score -1726285 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Entering Unmasked Estep 
Score: -2039787.375000 Penalty: 1485.028809
	Iteration 0F: 2 clusters Score -2039787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -2025669.250000 Penalty: 2970.057617
	Iteration 0F: 3 clusters Score -2025669 nChanged 9457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -2030783.500000 Penalty: 2970.057617
	Iteration 1F: 3 clusters Score -2030784 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -2031251.000000 Penalty: 2970.057617
	Iteration 2F: 3 clusters Score -2031251 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -2031635.625000 Penalty: 2970.057617
	Iteration 3Q: 3 clusters Score -2031636 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -2031949.500000 Penalty: 2970.057617
	Iteration 4Q: 3 clusters Score -2031950 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -2032243.125000 Penalty: 2970.057617
	Iteration 5Q: 3 clusters Score -2032243 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -2032517.625000 Penalty: 2970.057617
	Iteration 6Q: 3 clusters Score -2032518 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -2032809.375000 Penalty: 2970.057617
	Iteration 7Q: 3 clusters Score -2032809 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -2033124.250000 Penalty: 2970.057617
	Iteration 8Q: 3 clusters Score -2033124 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -2033529.875000 Penalty: 2970.057617
	Iteration 9Q: 3 clusters Score -2033530 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -2033966.000000 Penalty: 2970.057617
	Iteration 10Q: 3 clusters Score -2033966 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -2034487.375000 Penalty: 2970.057617
	Iteration 11Q: 3 clusters Score -2034487 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -2035034.125000 Penalty: 2970.057617
	Iteration 12Q: 3 clusters Score -2035034 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -2035526.375000 Penalty: 2970.057617
	Iteration 13Q: 3 clusters Score -2035526 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -2035975.750000 Penalty: 2970.057617
	Iteration 14Q: 3 clusters Score -2035976 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -2036347.875000 Penalty: 2970.057617
	Iteration 15Q: 3 clusters Score -2036348 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -2036602.250000 Penalty: 2970.057617
	Iteration 16Q: 3 clusters Score -2036602 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -2036802.750000 Penalty: 2970.057617
	Iteration 17Q: 3 clusters Score -2036803 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -2036969.500000 Penalty: 2970.057617
	Iteration 18Q: 3 clusters Score -2036970 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -2037128.000000 Penalty: 2970.057617
	Iteration 19Q: 3 clusters Score -2037128 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -2037271.875000 Penalty: 2970.057617
	Iteration 20F: 3 clusters Score -2037272 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -2037386.125000 Penalty: 2970.057617
	Iteration 21Q: 3 clusters Score -2037386 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -2037475.875000 Penalty: 2970.057617
	Iteration 22Q: 3 clusters Score -2037476 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -2037570.500000 Penalty: 2970.057617
	Iteration 23Q: 3 clusters Score -2037570 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -2037663.500000 Penalty: 2970.057617
	Iteration 24Q: 3 clusters Score -2037664 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -2037740.500000 Penalty: 2970.057617
	Iteration 25Q: 3 clusters Score -2037740 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -2037810.375000 Penalty: 2970.057617
	Iteration 26Q: 3 clusters Score -2037810 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -2037871.875000 Penalty: 2970.057617
	Iteration 27Q: 3 clusters Score -2037872 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -2037933.125000 Penalty: 2970.057617
	Iteration 28Q: 3 clusters Score -2037933 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2038007.875000 Penalty: 2970.057617
	Iteration 29Q: 3 clusters Score -2038008 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2038084.375000 Penalty: 2970.057617
	Iteration 30Q: 3 clusters Score -2038084 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2038122.125000 Penalty: 2970.057617
	Iteration 31Q: 3 clusters Score -2038122 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2038160.500000 Penalty: 2970.057617
	Iteration 32Q: 3 clusters Score -2038160 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2038214.250000 Penalty: 2970.057617
	Iteration 33Q: 3 clusters Score -2038214 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2038244.500000 Penalty: 2970.057617
	Iteration 34Q: 3 clusters Score -2038244 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2038282.125000 Penalty: 2970.057617
	Iteration 35Q: 3 clusters Score -2038282 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2038325.500000 Penalty: 2970.057617
	Iteration 36Q: 3 clusters Score -2038326 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2038360.875000 Penalty: 2970.057617
	Iteration 37Q: 3 clusters Score -2038361 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2038401.250000 Penalty: 2970.057617
	Iteration 38Q: 3 clusters Score -2038401 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2038425.875000 Penalty: 2970.057617
	Iteration 39Q: 3 clusters Score -2038426 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2038449.250000 Penalty: 2970.057617
	Iteration 40F: 3 clusters Score -2038449 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2038466.500000 Penalty: 2970.057617
	Iteration 41Q: 3 clusters Score -2038466 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2038479.250000 Penalty: 2970.057617
	Iteration 42Q: 3 clusters Score -2038479 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2038491.625000 Penalty: 2970.057617
	Iteration 43Q: 3 clusters Score -2038492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2038497.375000 Penalty: 2970.057617
	Iteration 44Q: 3 clusters Score -2038497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2038496.750000 Penalty: 2970.057617
	Iteration 45Q: 3 clusters Score -2038497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2038500.250000 Penalty: 2970.057617
	Iteration 46Q: 3 clusters Score -2038500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2038500.750000 Penalty: 2970.057617
	Iteration 47Q: 3 clusters Score -2038501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2038502.000000 Penalty: 2970.057617
	Iteration 48Q: 3 clusters Score -2038502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2038503.000000 Penalty: 2970.057617
	Iteration 49Q: 3 clusters Score -2038503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2038502.750000 Penalty: 2970.057617
	Iteration 50Q: 3 clusters Score -2038503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2038503.250000 Penalty: 2970.057617
	Iteration 51Q: 3 clusters Score -2038503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2038504.375000 Penalty: 2970.057617
	Iteration 52Q: 3 clusters Score -2038504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2038505.250000 Penalty: 2970.057617
	Iteration 53Q: 3 clusters Score -2038505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2038505.250000 Penalty: 2970.057617
	Iteration 54F: 3 clusters Score -2038505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24779 members 
Entering Unmasked Estep 
Score: -2437768.250000 Penalty: 1505.521484
	Iteration 0F: 2 clusters Score -2437768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -2421626.500000 Penalty: 3011.042969
	Iteration 0F: 3 clusters Score -2421626 nChanged 11009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -2427676.000000 Penalty: 3011.042969
	Iteration 1F: 3 clusters Score -2427676 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -2428253.750000 Penalty: 3011.042969
	Iteration 2F: 3 clusters Score -2428254 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -2428797.500000 Penalty: 3011.042969
	Iteration 3F: 3 clusters Score -2428798 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -2429310.250000 Penalty: 3011.042969
	Iteration 4Q: 3 clusters Score -2429310 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -2429837.500000 Penalty: 3011.042969
	Iteration 5Q: 3 clusters Score -2429838 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -2430271.750000 Penalty: 3011.042969
	Iteration 6Q: 3 clusters Score -2430272 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -2430744.750000 Penalty: 3011.042969
	Iteration 7Q: 3 clusters Score -2430745 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -2431229.500000 Penalty: 3011.042969
	Iteration 8Q: 3 clusters Score -2431230 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -2431765.250000 Penalty: 3011.042969
	Iteration 9Q: 3 clusters Score -2431765 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -2432320.250000 Penalty: 3011.042969
	Iteration 10Q: 3 clusters Score -2432320 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -2432871.250000 Penalty: 3011.042969
	Iteration 11Q: 3 clusters Score -2432871 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -2433440.250000 Penalty: 3011.042969
	Iteration 12Q: 3 clusters Score -2433440 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -2433867.750000 Penalty: 3011.042969
	Iteration 13Q: 3 clusters Score -2433868 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -2434145.750000 Penalty: 3011.042969
	Iteration 14Q: 3 clusters Score -2434146 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -2434312.000000 Penalty: 3011.042969
	Iteration 15Q: 3 clusters Score -2434312 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -2434410.500000 Penalty: 3011.042969
	Iteration 16Q: 3 clusters Score -2434410 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -2434486.250000 Penalty: 3011.042969
	Iteration 17Q: 3 clusters Score -2434486 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -2434551.000000 Penalty: 3011.042969
	Iteration 18Q: 3 clusters Score -2434551 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -2434604.250000 Penalty: 3011.042969
	Iteration 19Q: 3 clusters Score -2434604 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -2434655.750000 Penalty: 3011.042969
	Iteration 20F: 3 clusters Score -2434656 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -2434718.250000 Penalty: 3011.042969
	Iteration 21Q: 3 clusters Score -2434718 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -2434780.750000 Penalty: 3011.042969
	Iteration 22Q: 3 clusters Score -2434781 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -2434826.750000 Penalty: 3011.042969
	Iteration 23Q: 3 clusters Score -2434827 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -2434885.750000 Penalty: 3011.042969
	Iteration 24Q: 3 clusters Score -2434886 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -2434946.250000 Penalty: 3011.042969
	Iteration 25Q: 3 clusters Score -2434946 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -2435017.000000 Penalty: 3011.042969
	Iteration 26Q: 3 clusters Score -2435017 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -2435076.750000 Penalty: 3011.042969
	Iteration 27Q: 3 clusters Score -2435077 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -2435135.250000 Penalty: 3011.042969
	Iteration 28Q: 3 clusters Score -2435135 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -2435213.250000 Penalty: 3011.042969
	Iteration 29Q: 3 clusters Score -2435213 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -2435276.250000 Penalty: 3011.042969
	Iteration 30Q: 3 clusters Score -2435276 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -2435351.000000 Penalty: 3011.042969
	Iteration 31Q: 3 clusters Score -2435351 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -2435444.000000 Penalty: 3011.042969
	Iteration 32Q: 3 clusters Score -2435444 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -2435549.500000 Penalty: 3011.042969
	Iteration 33Q: 3 clusters Score -2435550 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -2435629.000000 Penalty: 3011.042969
	Iteration 34Q: 3 clusters Score -2435629 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -2435716.750000 Penalty: 3011.042969
	Iteration 35Q: 3 clusters Score -2435717 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -2435822.000000 Penalty: 3011.042969
	Iteration 36Q: 3 clusters Score -2435822 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -2435903.750000 Penalty: 3011.042969
	Iteration 37Q: 3 clusters Score -2435904 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -2435980.250000 Penalty: 3011.042969
	Iteration 38Q: 3 clusters Score -2435980 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -2436045.500000 Penalty: 3011.042969
	Iteration 39Q: 3 clusters Score -2436046 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -2436118.250000 Penalty: 3011.042969
	Iteration 40F: 3 clusters Score -2436118 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -2436194.000000 Penalty: 3011.042969
	Iteration 41Q: 3 clusters Score -2436194 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -2436247.750000 Penalty: 3011.042969
	Iteration 42Q: 3 clusters Score -2436248 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -2436308.750000 Penalty: 3011.042969
	Iteration 43Q: 3 clusters Score -2436309 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -2436369.500000 Penalty: 3011.042969
	Iteration 44Q: 3 clusters Score -2436370 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -2436436.500000 Penalty: 3011.042969
	Iteration 45Q: 3 clusters Score -2436436 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -2436472.000000 Penalty: 3011.042969
	Iteration 46Q: 3 clusters Score -2436472 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -2436503.000000 Penalty: 3011.042969
	Iteration 47Q: 3 clusters Score -2436503 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -2436542.750000 Penalty: 3011.042969
	Iteration 48Q: 3 clusters Score -2436543 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -2436584.500000 Penalty: 3011.042969
	Iteration 49Q: 3 clusters Score -2436584 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -2436612.500000 Penalty: 3011.042969
	Iteration 50Q: 3 clusters Score -2436612 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22465 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -2436644.250000 Penalty: 3011.042969
	Iteration 51Q: 3 clusters Score -2436644 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -2436662.500000 Penalty: 3011.042969
	Iteration 52Q: 3 clusters Score -2436662 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -2436696.750000 Penalty: 3011.042969
	Iteration 53Q: 3 clusters Score -2436697 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -2436736.500000 Penalty: 3011.042969
	Iteration 54Q: 3 clusters Score -2436736 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -2436754.750000 Penalty: 3011.042969
	Iteration 55Q: 3 clusters Score -2436755 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2436779.000000 Penalty: 3011.042969
	Iteration 56Q: 3 clusters Score -2436779 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22938 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2436817.250000 Penalty: 3011.042969
	Iteration 57Q: 3 clusters Score -2436817 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2436838.750000 Penalty: 3011.042969
	Iteration 58Q: 3 clusters Score -2436839 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2436871.500000 Penalty: 3011.042969
	Iteration 59Q: 3 clusters Score -2436872 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2436904.500000 Penalty: 3011.042969
	Iteration 60F: 3 clusters Score -2436904 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2436925.750000 Penalty: 3011.042969
	Iteration 61Q: 3 clusters Score -2436926 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2436942.250000 Penalty: 3011.042969
	Iteration 62Q: 3 clusters Score -2436942 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2436965.250000 Penalty: 3011.042969
	Iteration 63Q: 3 clusters Score -2436965 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2436977.500000 Penalty: 3011.042969
	Iteration 64Q: 3 clusters Score -2436978 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2436996.000000 Penalty: 3011.042969
	Iteration 65Q: 3 clusters Score -2436996 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23354 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2437006.250000 Penalty: 3011.042969
	Iteration 66Q: 3 clusters Score -2437006 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2437025.250000 Penalty: 3011.042969
	Iteration 67Q: 3 clusters Score -2437025 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2437032.250000 Penalty: 3011.042969
	Iteration 68Q: 3 clusters Score -2437032 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2437040.000000 Penalty: 3011.042969
	Iteration 69Q: 3 clusters Score -2437040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2437044.500000 Penalty: 3011.042969
	Iteration 70Q: 3 clusters Score -2437044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2437045.250000 Penalty: 3011.042969
	Iteration 71Q: 3 clusters Score -2437045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2437048.250000 Penalty: 3011.042969
	Iteration 72Q: 3 clusters Score -2437048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23470 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2437053.000000 Penalty: 3011.042969
	Iteration 73Q: 3 clusters Score -2437053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2437055.000000 Penalty: 3011.042969
	Iteration 74Q: 3 clusters Score -2437055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2437054.500000 Penalty: 3011.042969
	Iteration 75Q: 3 clusters Score -2437054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23473 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2437053.000000 Penalty: 3011.042969
	Iteration 76Q: 3 clusters Score -2437053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2437052.250000 Penalty: 3011.042969
	Iteration 77Q: 3 clusters Score -2437052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2437052.250000 Penalty: 3011.042969
	Iteration 78F: 3 clusters Score -2437052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Entering Unmasked Estep 
Score: -2051290.250000 Penalty: 1471.571167
	Iteration 0F: 2 clusters Score -2051290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -2038306.375000 Penalty: 2943.142334
	Iteration 0F: 3 clusters Score -2038306 nChanged 8791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -2043051.625000 Penalty: 2943.142334
	Iteration 1F: 3 clusters Score -2043052 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -2043592.375000 Penalty: 2943.142334
	Iteration 2F: 3 clusters Score -2043592 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -2044150.000000 Penalty: 2943.142334
	Iteration 3F: 3 clusters Score -2044150 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -2044753.875000 Penalty: 2943.142334
	Iteration 4F: 3 clusters Score -2044754 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -2045369.500000 Penalty: 2943.142334
	Iteration 5F: 3 clusters Score -2045370 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -2046017.875000 Penalty: 2943.142334
	Iteration 6F: 3 clusters Score -2046018 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -2046599.000000 Penalty: 2943.142334
	Iteration 7F: 3 clusters Score -2046599 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -2047144.125000 Penalty: 2943.142334
	Iteration 8Q: 3 clusters Score -2047144 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -2047583.250000 Penalty: 2943.142334
	Iteration 9Q: 3 clusters Score -2047583 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -2047934.125000 Penalty: 2943.142334
	Iteration 10Q: 3 clusters Score -2047934 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -2048209.125000 Penalty: 2943.142334
	Iteration 11Q: 3 clusters Score -2048209 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -2048442.875000 Penalty: 2943.142334
	Iteration 12Q: 3 clusters Score -2048443 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -2048649.375000 Penalty: 2943.142334
	Iteration 13Q: 3 clusters Score -2048649 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -2048786.750000 Penalty: 2943.142334
	Iteration 14Q: 3 clusters Score -2048787 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -2048873.625000 Penalty: 2943.142334
	Iteration 15Q: 3 clusters Score -2048874 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -2048932.375000 Penalty: 2943.142334
	Iteration 16Q: 3 clusters Score -2048932 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -2048976.000000 Penalty: 2943.142334
	Iteration 17Q: 3 clusters Score -2048976 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -2049011.000000 Penalty: 2943.142334
	Iteration 18Q: 3 clusters Score -2049011 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -2049044.125000 Penalty: 2943.142334
	Iteration 19Q: 3 clusters Score -2049044 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -2049055.500000 Penalty: 2943.142334
	Iteration 20F: 3 clusters Score -2049056 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -2049085.500000 Penalty: 2943.142334
	Iteration 21Q: 3 clusters Score -2049086 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -2049095.250000 Penalty: 2943.142334
	Iteration 22Q: 3 clusters Score -2049095 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -2049107.625000 Penalty: 2943.142334
	Iteration 23Q: 3 clusters Score -2049108 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -2049114.125000 Penalty: 2943.142334
	Iteration 24Q: 3 clusters Score -2049114 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -2049122.125000 Penalty: 2943.142334
	Iteration 25Q: 3 clusters Score -2049122 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -2049123.125000 Penalty: 2943.142334
	Iteration 26Q: 3 clusters Score -2049123 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -2049128.250000 Penalty: 2943.142334
	Iteration 27Q: 3 clusters Score -2049128 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -2049130.000000 Penalty: 2943.142334
	Iteration 28Q: 3 clusters Score -2049130 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -2049133.625000 Penalty: 2943.142334
	Iteration 29Q: 3 clusters Score -2049134 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -2049139.875000 Penalty: 2943.142334
	Iteration 30Q: 3 clusters Score -2049140 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -2049137.875000 Penalty: 2943.142334
	Iteration 31Q: 3 clusters Score -2049138 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -2049148.125000 Penalty: 2943.142334
	Iteration 32Q: 3 clusters Score -2049148 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -2049144.875000 Penalty: 2943.142334
	Iteration 33Q: 3 clusters Score -2049145 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -2049156.000000 Penalty: 2943.142334
	Iteration 34Q: 3 clusters Score -2049156 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -2049155.000000 Penalty: 2943.142334
	Iteration 35Q: 3 clusters Score -2049155 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -2049159.750000 Penalty: 2943.142334
	Iteration 36Q: 3 clusters Score -2049160 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -2049156.375000 Penalty: 2943.142334
	Iteration 37Q: 3 clusters Score -2049156 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -2049167.125000 Penalty: 2943.142334
	Iteration 38Q: 3 clusters Score -2049167 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -2049166.625000 Penalty: 2943.142334
	Iteration 39Q: 3 clusters Score -2049167 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -2049162.375000 Penalty: 2943.142334
	Iteration 40F: 3 clusters Score -2049162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -2049163.625000 Penalty: 2943.142334
	Iteration 41Q: 3 clusters Score -2049164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -2049167.125000 Penalty: 2943.142334
	Iteration 42Q: 3 clusters Score -2049167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -2049171.000000 Penalty: 2943.142334
	Iteration 43Q: 3 clusters Score -2049171 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -2049173.875000 Penalty: 2943.142334
	Iteration 44Q: 3 clusters Score -2049174 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -2049182.375000 Penalty: 2943.142334
	Iteration 45Q: 3 clusters Score -2049182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -2049179.625000 Penalty: 2943.142334
	Iteration 46Q: 3 clusters Score -2049180 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -2049179.375000 Penalty: 2943.142334
	Iteration 47Q: 3 clusters Score -2049179 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -2049179.250000 Penalty: 2943.142334
	Iteration 48Q: 3 clusters Score -2049179 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -2049181.625000 Penalty: 2943.142334
	Iteration 49Q: 3 clusters Score -2049182 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -2049181.625000 Penalty: 2943.142334
	Iteration 50Q: 3 clusters Score -2049182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -2049182.000000 Penalty: 2943.142334
	Iteration 51Q: 3 clusters Score -2049182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -2049183.875000 Penalty: 2943.142334
	Iteration 52Q: 3 clusters Score -2049184 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -2049188.500000 Penalty: 2943.142334
	Iteration 53Q: 3 clusters Score -2049188 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -2049191.625000 Penalty: 2943.142334
	Iteration 54Q: 3 clusters Score -2049192 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -2049192.500000 Penalty: 2943.142334
	Iteration 55Q: 3 clusters Score -2049192 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -2049195.250000 Penalty: 2943.142334
	Iteration 56Q: 3 clusters Score -2049195 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -2049197.875000 Penalty: 2943.142334
	Iteration 57Q: 3 clusters Score -2049198 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -2049202.750000 Penalty: 2943.142334
	Iteration 58Q: 3 clusters Score -2049203 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -2049202.875000 Penalty: 2943.142334
	Iteration 59Q: 3 clusters Score -2049203 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -2049207.500000 Penalty: 2943.142334
	Iteration 60F: 3 clusters Score -2049208 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -2049205.375000 Penalty: 2943.142334
	Iteration 61Q: 3 clusters Score -2049205 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -2049207.625000 Penalty: 2943.142334
	Iteration 62Q: 3 clusters Score -2049208 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -2049207.250000 Penalty: 2943.142334
	Iteration 63Q: 3 clusters Score -2049207 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -2049204.625000 Penalty: 2943.142334
	Iteration 64Q: 3 clusters Score -2049205 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -2049210.750000 Penalty: 2943.142334
	Iteration 65Q: 3 clusters Score -2049211 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -2049214.125000 Penalty: 2943.142334
	Iteration 66Q: 3 clusters Score -2049214 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -2049209.500000 Penalty: 2943.142334
	Iteration 67Q: 3 clusters Score -2049210 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -2049213.750000 Penalty: 2943.142334
	Iteration 68Q: 3 clusters Score -2049214 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -2049221.250000 Penalty: 2943.142334
	Iteration 69Q: 3 clusters Score -2049221 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -2049229.750000 Penalty: 2943.142334
	Iteration 70Q: 3 clusters Score -2049230 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -2049228.000000 Penalty: 2943.142334
	Iteration 71Q: 3 clusters Score -2049228 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -2049227.750000 Penalty: 2943.142334
	Iteration 72Q: 3 clusters Score -2049228 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -2049227.250000 Penalty: 2943.142334
	Iteration 73Q: 3 clusters Score -2049227 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -2049231.625000 Penalty: 2943.142334
	Iteration 74Q: 3 clusters Score -2049232 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -2049235.375000 Penalty: 2943.142334
	Iteration 75Q: 3 clusters Score -2049235 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -2049233.250000 Penalty: 2943.142334
	Iteration 76Q: 3 clusters Score -2049233 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -2049237.250000 Penalty: 2943.142334
	Iteration 77Q: 3 clusters Score -2049237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -2049238.250000 Penalty: 2943.142334
	Iteration 78Q: 3 clusters Score -2049238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -2049238.000000 Penalty: 2943.142334
	Iteration 79Q: 3 clusters Score -2049238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -2049240.750000 Penalty: 2943.142334
	Iteration 80F: 3 clusters Score -2049241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -2049241.250000 Penalty: 2943.142334
	Iteration 81Q: 3 clusters Score -2049241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -2049241.625000 Penalty: 2943.142334
	Iteration 82Q: 3 clusters Score -2049242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -2049240.500000 Penalty: 2943.142334
	Iteration 83Q: 3 clusters Score -2049240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -2049242.000000 Penalty: 2943.142334
	Iteration 84Q: 3 clusters Score -2049242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -2049244.375000 Penalty: 2943.142334
	Iteration 85Q: 3 clusters Score -2049244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -2049246.750000 Penalty: 2943.142334
	Iteration 86Q: 3 clusters Score -2049247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -2049244.250000 Penalty: 2943.142334
	Iteration 87Q: 3 clusters Score -2049244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -2049245.250000 Penalty: 2943.142334
	Iteration 88Q: 3 clusters Score -2049245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -2049245.750000 Penalty: 2943.142334
	Iteration 89Q: 3 clusters Score -2049246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -2049244.875000 Penalty: 2943.142334
	Iteration 90Q: 3 clusters Score -2049245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -2049249.250000 Penalty: 2943.142334
	Iteration 91Q: 3 clusters Score -2049249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -2049245.000000 Penalty: 2943.142334
	Iteration 92Q: 3 clusters Score -2049245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -2049245.750000 Penalty: 2943.142334
	Iteration 93Q: 3 clusters Score -2049246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -2049244.375000 Penalty: 2943.142334
	Iteration 94Q: 3 clusters Score -2049244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -2049250.875000 Penalty: 2943.142334
	Iteration 95Q: 3 clusters Score -2049251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -2049246.750000 Penalty: 2943.142334
	Iteration 96Q: 3 clusters Score -2049247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -2049247.000000 Penalty: 2943.142334
	Iteration 97Q: 3 clusters Score -2049247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -2049248.125000 Penalty: 2943.142334
	Iteration 98Q: 3 clusters Score -2049248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -2049250.125000 Penalty: 2943.142334
	Iteration 99Q: 3 clusters Score -2049250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -2049252.000000 Penalty: 2943.142334
	Iteration 100F: 3 clusters Score -2049252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -2049254.125000 Penalty: 2943.142334
	Iteration 101Q: 3 clusters Score -2049254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -2049253.875000 Penalty: 2943.142334
	Iteration 102Q: 3 clusters Score -2049254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -2049249.250000 Penalty: 2943.142334
	Iteration 103Q: 3 clusters Score -2049249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -2049253.500000 Penalty: 2943.142334
	Iteration 104Q: 3 clusters Score -2049254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -2049255.125000 Penalty: 2943.142334
	Iteration 105Q: 3 clusters Score -2049255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -2049254.625000 Penalty: 2943.142334
	Iteration 106Q: 3 clusters Score -2049255 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -2049255.625000 Penalty: 2943.142334
	Iteration 107Q: 3 clusters Score -2049256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -2049256.750000 Penalty: 2943.142334
	Iteration 108Q: 3 clusters Score -2049257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -2049257.875000 Penalty: 2943.142334
	Iteration 109Q: 3 clusters Score -2049258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -2049255.000000 Penalty: 2943.142334
	Iteration 110Q: 3 clusters Score -2049255 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -2049256.125000 Penalty: 2943.142334
	Iteration 111Q: 3 clusters Score -2049256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -2049254.250000 Penalty: 2943.142334
	Iteration 112Q: 3 clusters Score -2049254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -2049254.375000 Penalty: 2943.142334
	Iteration 113Q: 3 clusters Score -2049254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -2049255.375000 Penalty: 2943.142334
	Iteration 114Q: 3 clusters Score -2049255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -2049252.250000 Penalty: 2943.142334
	Iteration 115Q: 3 clusters Score -2049252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -2049252.250000 Penalty: 2943.142334
	Iteration 116F: 3 clusters Score -2049252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Entering Unmasked Estep 
Score: -35860.332031 Penalty: 896.648865
	Iteration 0F: 2 clusters Score -35860.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -34978.347656 Penalty: 1793.297729
	Iteration 0F: 3 clusters Score -34978.35 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -35135.843750 Penalty: 1793.297729
	Iteration 1F: 3 clusters Score -35135.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -35193.011719 Penalty: 1793.297729
	Iteration 2Q: 3 clusters Score -35193.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -35236.601562 Penalty: 1793.297729
	Iteration 3Q: 3 clusters Score -35236.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -35277.207031 Penalty: 1793.297729
	Iteration 4Q: 3 clusters Score -35277.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -35289.570312 Penalty: 1793.297729
	Iteration 5Q: 3 clusters Score -35289.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -35296.273438 Penalty: 1793.297729
	Iteration 6Q: 3 clusters Score -35296.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -35299.777344 Penalty: 1793.297729
	Iteration 7Q: 3 clusters Score -35299.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -35299.777344 Penalty: 1793.297729
	Iteration 8F: 3 clusters Score -35299.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (197188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197188 members 
Entering Unmasked Estep 
Score: -19760314.000000 Penalty: 1814.156616
	Iteration 0F: 2 clusters Score -1.976031e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98010 members 
Mstep: Class 2 contains 99178 members 
Entering Unmasked Estep 
Score: -19629746.000000 Penalty: 3628.313232
	Iteration 0F: 3 clusters Score -1.962975e+07 nChanged 94656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89056 members 
Mstep: Class 2 contains 108132 members 
Entering Unmasked Estep 
Score: -19687042.000000 Penalty: 3628.313232
	Iteration 1F: 3 clusters Score -1.968704e+07 nChanged 8356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83738 members 
Mstep: Class 2 contains 113450 members 
Entering Unmasked Estep 
Score: -19690094.000000 Penalty: 3628.313232
	Iteration 2Q: 3 clusters Score -1.969009e+07 nChanged 10037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75811 members 
Mstep: Class 2 contains 121377 members 
Entering Unmasked Estep 
Score: -19694902.000000 Penalty: 3628.313232
	Iteration 3F: 3 clusters Score -1.96949e+07 nChanged 12400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64713 members 
Mstep: Class 2 contains 132475 members 
Entering Unmasked Estep 
Score: -19702726.000000 Penalty: 3628.313232
	Iteration 4F: 3 clusters Score -1.970273e+07 nChanged 15047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50496 members 
Mstep: Class 2 contains 146692 members 
Entering Unmasked Estep 
Score: -19714478.000000 Penalty: 3628.313232
	Iteration 5F: 3 clusters Score -1.971448e+07 nChanged 16012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34880 members 
Mstep: Class 2 contains 162308 members 
Entering Unmasked Estep 
Score: -19728712.000000 Penalty: 3628.313232
	Iteration 6F: 3 clusters Score -1.972871e+07 nChanged 13765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 175947 members 
Entering Unmasked Estep 
Score: -19741340.000000 Penalty: 3628.313232
	Iteration 7F: 3 clusters Score -1.974134e+07 nChanged 9536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 185419 members 
Entering Unmasked Estep 
Score: -19749926.000000 Penalty: 3628.313232
	Iteration 8Q: 3 clusters Score -1.974993e+07 nChanged 5456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 190861 members 
Entering Unmasked Estep 
Score: -19754608.000000 Penalty: 3628.313232
	Iteration 9Q: 3 clusters Score -1.975461e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 193710 members 
Entering Unmasked Estep 
Score: -19756988.000000 Penalty: 3628.313232
	Iteration 10Q: 3 clusters Score -1.975699e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 195060 members 
Entering Unmasked Estep 
Score: -19758066.000000 Penalty: 3628.313232
	Iteration 11Q: 3 clusters Score -1.975807e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 195658 members 
Entering Unmasked Estep 
Score: -19758482.000000 Penalty: 3628.313232
	Iteration 12Q: 3 clusters Score -1.975848e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 195930 members 
Entering Unmasked Estep 
Score: -19758766.000000 Penalty: 3628.313232
	Iteration 13Q: 3 clusters Score -1.975877e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 196071 members 
Entering Unmasked Estep 
Score: -19758932.000000 Penalty: 3628.313232
	Iteration 14Q: 3 clusters Score -1.975893e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 196148 members 
Entering Unmasked Estep 
Score: -19759070.000000 Penalty: 3628.313232
	Iteration 15Q: 3 clusters Score -1.975907e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 196193 members 
Entering Unmasked Estep 
Score: -19759122.000000 Penalty: 3628.313232
	Iteration 16Q: 3 clusters Score -1.975912e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 196218 members 
Entering Unmasked Estep 
Score: -19759202.000000 Penalty: 3628.313232
	Iteration 17Q: 3 clusters Score -1.97592e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 196234 members 
Entering Unmasked Estep 
Score: -19759266.000000 Penalty: 3628.313232
	Iteration 18Q: 3 clusters Score -1.975927e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 196239 members 
Entering Unmasked Estep 
Score: -19759320.000000 Penalty: 3628.313232
	Iteration 19Q: 3 clusters Score -1.975932e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 196234 members 
Entering Unmasked Estep 
Score: -19759332.000000 Penalty: 3628.313232
	Iteration 20F: 3 clusters Score -1.975933e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 196232 members 
Entering Unmasked Estep 
Score: -19759346.000000 Penalty: 3628.313232
	Iteration 21Q: 3 clusters Score -1.975935e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 196230 members 
Entering Unmasked Estep 
Score: -19759378.000000 Penalty: 3628.313232
	Iteration 22Q: 3 clusters Score -1.975938e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 196232 members 
Entering Unmasked Estep 
Score: -19759398.000000 Penalty: 3628.313232
	Iteration 23Q: 3 clusters Score -1.97594e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 196230 members 
Entering Unmasked Estep 
Score: -19759408.000000 Penalty: 3628.313232
	Iteration 24Q: 3 clusters Score -1.975941e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 196227 members 
Entering Unmasked Estep 
Score: -19759414.000000 Penalty: 3628.313232
	Iteration 25Q: 3 clusters Score -1.975941e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 196224 members 
Entering Unmasked Estep 
Score: -19759422.000000 Penalty: 3628.313232
	Iteration 26Q: 3 clusters Score -1.975942e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 196225 members 
Entering Unmasked Estep 
Score: -19759402.000000 Penalty: 3628.313232
	Iteration 27Q: 3 clusters Score -1.97594e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 196227 members 
Entering Unmasked Estep 
Score: -19759420.000000 Penalty: 3628.313232
	Iteration 28Q: 3 clusters Score -1.975942e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 196229 members 
Entering Unmasked Estep 
Score: -19759418.000000 Penalty: 3628.313232
	Iteration 29Q: 3 clusters Score -1.975942e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 196233 members 
Entering Unmasked Estep 
Score: -19759412.000000 Penalty: 3628.313232
	Iteration 30Q: 3 clusters Score -1.975941e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 196230 members 
Entering Unmasked Estep 
Score: -19759414.000000 Penalty: 3628.313232
	Iteration 31Q: 3 clusters Score -1.975941e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 196229 members 
Entering Unmasked Estep 
Score: -19759400.000000 Penalty: 3628.313232
	Iteration 32Q: 3 clusters Score -1.97594e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 196228 members 
Entering Unmasked Estep 
Score: -19759412.000000 Penalty: 3628.313232
	Iteration 33Q: 3 clusters Score -1.975941e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 196228 members 
Entering Unmasked Estep 
Score: -19759412.000000 Penalty: 3628.313232
	Iteration 34F: 3 clusters Score -1.975941e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Entering Unmasked Estep 
Score: -1223238.625000 Penalty: 1398.333252
	Iteration 0F: 2 clusters Score -1223239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1215203.125000 Penalty: 2796.666504
	Iteration 0F: 3 clusters Score -1215203 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1217877.000000 Penalty: 2796.666504
	Iteration 1F: 3 clusters Score -1217877 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1218198.500000 Penalty: 2796.666504
	Iteration 2F: 3 clusters Score -1218198 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1218431.875000 Penalty: 2796.666504
	Iteration 3F: 3 clusters Score -1218432 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1218614.125000 Penalty: 2796.666504
	Iteration 4Q: 3 clusters Score -1218614 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1218799.625000 Penalty: 2796.666504
	Iteration 5Q: 3 clusters Score -1218800 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1218983.500000 Penalty: 2796.666504
	Iteration 6Q: 3 clusters Score -1218984 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1219192.000000 Penalty: 2796.666504
	Iteration 7Q: 3 clusters Score -1219192 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1219411.000000 Penalty: 2796.666504
	Iteration 8Q: 3 clusters Score -1219411 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1219658.250000 Penalty: 2796.666504
	Iteration 9Q: 3 clusters Score -1219658 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1219942.125000 Penalty: 2796.666504
	Iteration 10Q: 3 clusters Score -1219942 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1220275.000000 Penalty: 2796.666504
	Iteration 11Q: 3 clusters Score -1220275 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1220650.125000 Penalty: 2796.666504
	Iteration 12Q: 3 clusters Score -1220650 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1221036.375000 Penalty: 2796.666504
	Iteration 13Q: 3 clusters Score -1221036 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1221325.000000 Penalty: 2796.666504
	Iteration 14Q: 3 clusters Score -1221325 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1221536.125000 Penalty: 2796.666504
	Iteration 15Q: 3 clusters Score -1221536 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1221681.750000 Penalty: 2796.666504
	Iteration 16Q: 3 clusters Score -1221682 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1221784.500000 Penalty: 2796.666504
	Iteration 17Q: 3 clusters Score -1221784 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1221863.375000 Penalty: 2796.666504
	Iteration 18Q: 3 clusters Score -1221863 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1221907.625000 Penalty: 2796.666504
	Iteration 19Q: 3 clusters Score -1221908 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1221941.250000 Penalty: 2796.666504
	Iteration 20F: 3 clusters Score -1221941 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1221976.000000 Penalty: 2796.666504
	Iteration 21Q: 3 clusters Score -1221976 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1222012.000000 Penalty: 2796.666504
	Iteration 22Q: 3 clusters Score -1222012 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1222036.250000 Penalty: 2796.666504
	Iteration 23Q: 3 clusters Score -1222036 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1222057.250000 Penalty: 2796.666504
	Iteration 24Q: 3 clusters Score -1222057 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1222084.250000 Penalty: 2796.666504
	Iteration 25Q: 3 clusters Score -1222084 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1222113.500000 Penalty: 2796.666504
	Iteration 26Q: 3 clusters Score -1222114 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1222127.750000 Penalty: 2796.666504
	Iteration 27Q: 3 clusters Score -1222128 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1222137.000000 Penalty: 2796.666504
	Iteration 28Q: 3 clusters Score -1222137 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1222149.000000 Penalty: 2796.666504
	Iteration 29Q: 3 clusters Score -1222149 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1222154.125000 Penalty: 2796.666504
	Iteration 30Q: 3 clusters Score -1222154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1222159.125000 Penalty: 2796.666504
	Iteration 31Q: 3 clusters Score -1222159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1222160.750000 Penalty: 2796.666504
	Iteration 32Q: 3 clusters Score -1222161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1222164.875000 Penalty: 2796.666504
	Iteration 33Q: 3 clusters Score -1222165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1222169.375000 Penalty: 2796.666504
	Iteration 34Q: 3 clusters Score -1222169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1222170.875000 Penalty: 2796.666504
	Iteration 35Q: 3 clusters Score -1222171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1222173.250000 Penalty: 2796.666504
	Iteration 36Q: 3 clusters Score -1222173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1222173.625000 Penalty: 2796.666504
	Iteration 37Q: 3 clusters Score -1222174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1222174.500000 Penalty: 2796.666504
	Iteration 38Q: 3 clusters Score -1222174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1222174.875000 Penalty: 2796.666504
	Iteration 39Q: 3 clusters Score -1222175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1222174.875000 Penalty: 2796.666504
	Iteration 40F: 3 clusters Score -1222175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Entering Unmasked Estep 
Score: -164834.671875 Penalty: 1113.841187
	Iteration 0F: 2 clusters Score -164834.7 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 873 members 
Entering Unmasked Estep 
Score: -163126.171875 Penalty: 2227.682373
	Iteration 0F: 3 clusters Score -163126.2 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -163576.250000 Penalty: 2227.682373
	Iteration 1F: 3 clusters Score -163576.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -163693.968750 Penalty: 2227.682373
	Iteration 2F: 3 clusters Score -163694 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -163757.921875 Penalty: 2227.682373
	Iteration 3Q: 3 clusters Score -163757.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -163809.078125 Penalty: 2227.682373
	Iteration 4Q: 3 clusters Score -163809.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -163851.390625 Penalty: 2227.682373
	Iteration 5Q: 3 clusters Score -163851.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -163874.265625 Penalty: 2227.682373
	Iteration 6Q: 3 clusters Score -163874.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -163889.578125 Penalty: 2227.682373
	Iteration 7Q: 3 clusters Score -163889.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -163899.796875 Penalty: 2227.682373
	Iteration 8Q: 3 clusters Score -163899.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -163915.953125 Penalty: 2227.682373
	Iteration 9Q: 3 clusters Score -163916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -163930.687500 Penalty: 2227.682373
	Iteration 10Q: 3 clusters Score -163930.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -163938.750000 Penalty: 2227.682373
	Iteration 11Q: 3 clusters Score -163938.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -163943.109375 Penalty: 2227.682373
	Iteration 12Q: 3 clusters Score -163943.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -163944.671875 Penalty: 2227.682373
	Iteration 13Q: 3 clusters Score -163944.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -163946.296875 Penalty: 2227.682373
	Iteration 14Q: 3 clusters Score -163946.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -163946.296875 Penalty: 2227.682373
	Iteration 15F: 3 clusters Score -163946.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Entering Unmasked Estep 
Score: -587771.312500 Penalty: 1296.556641
	Iteration 0F: 2 clusters Score -587771.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -583422.875000 Penalty: 2593.113281
	Iteration 0F: 3 clusters Score -583422.9 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -584841.375000 Penalty: 2593.113281
	Iteration 1F: 3 clusters Score -584841.4 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -585193.062500 Penalty: 2593.113281
	Iteration 2F: 3 clusters Score -585193.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -585488.937500 Penalty: 2593.113281
	Iteration 3F: 3 clusters Score -585488.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -585755.375000 Penalty: 2593.113281
	Iteration 4F: 3 clusters Score -585755.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -585991.937500 Penalty: 2593.113281
	Iteration 5F: 3 clusters Score -585991.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -586192.187500 Penalty: 2593.113281
	Iteration 6Q: 3 clusters Score -586192.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -586359.750000 Penalty: 2593.113281
	Iteration 7Q: 3 clusters Score -586359.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -586509.750000 Penalty: 2593.113281
	Iteration 8Q: 3 clusters Score -586509.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -586607.687500 Penalty: 2593.113281
	Iteration 9Q: 3 clusters Score -586607.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -586704.687500 Penalty: 2593.113281
	Iteration 10Q: 3 clusters Score -586704.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -586789.437500 Penalty: 2593.113281
	Iteration 11Q: 3 clusters Score -586789.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -586856.500000 Penalty: 2593.113281
	Iteration 12Q: 3 clusters Score -586856.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -586903.250000 Penalty: 2593.113281
	Iteration 13Q: 3 clusters Score -586903.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -586934.687500 Penalty: 2593.113281
	Iteration 14Q: 3 clusters Score -586934.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -586953.187500 Penalty: 2593.113281
	Iteration 15Q: 3 clusters Score -586953.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -586967.812500 Penalty: 2593.113281
	Iteration 16Q: 3 clusters Score -586967.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -586979.937500 Penalty: 2593.113281
	Iteration 17Q: 3 clusters Score -586979.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -586986.750000 Penalty: 2593.113281
	Iteration 18Q: 3 clusters Score -586986.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -586991.937500 Penalty: 2593.113281
	Iteration 19Q: 3 clusters Score -586991.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -586994.687500 Penalty: 2593.113281
	Iteration 20F: 3 clusters Score -586994.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -586996.312500 Penalty: 2593.113281
	Iteration 21Q: 3 clusters Score -586996.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -586999.437500 Penalty: 2593.113281
	Iteration 22Q: 3 clusters Score -586999.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -587003.375000 Penalty: 2593.113281
	Iteration 23Q: 3 clusters Score -587003.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -587006.125000 Penalty: 2593.113281
	Iteration 24Q: 3 clusters Score -587006.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -587009.375000 Penalty: 2593.113281
	Iteration 25Q: 3 clusters Score -587009.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -587011.562500 Penalty: 2593.113281
	Iteration 26Q: 3 clusters Score -587011.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -587015.875000 Penalty: 2593.113281
	Iteration 27Q: 3 clusters Score -587015.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -587017.562500 Penalty: 2593.113281
	Iteration 28Q: 3 clusters Score -587017.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -587021.000000 Penalty: 2593.113281
	Iteration 29Q: 3 clusters Score -587021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -587021.000000 Penalty: 2593.113281
	Iteration 30Q: 3 clusters Score -587021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -587020.812500 Penalty: 2593.113281
	Iteration 31Q: 3 clusters Score -587020.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -587023.250000 Penalty: 2593.113281
	Iteration 32Q: 3 clusters Score -587023.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -587024.937500 Penalty: 2593.113281
	Iteration 33Q: 3 clusters Score -587024.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -587028.187500 Penalty: 2593.113281
	Iteration 34Q: 3 clusters Score -587028.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -587030.875000 Penalty: 2593.113281
	Iteration 35Q: 3 clusters Score -587030.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -587031.375000 Penalty: 2593.113281
	Iteration 36Q: 3 clusters Score -587031.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -587031.625000 Penalty: 2593.113281
	Iteration 37Q: 3 clusters Score -587031.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -587031.625000 Penalty: 2593.113281
	Iteration 38F: 3 clusters Score -587031.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Entering Unmasked Estep 
Score: -213043.968750 Penalty: 1157.460205
	Iteration 0F: 2 clusters Score -213044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -210994.375000 Penalty: 2314.920410
	Iteration 0F: 3 clusters Score -210994.4 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -211527.421875 Penalty: 2314.920410
	Iteration 1F: 3 clusters Score -211527.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -211691.015625 Penalty: 2314.920410
	Iteration 2F: 3 clusters Score -211691 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -211808.375000 Penalty: 2314.920410
	Iteration 3F: 3 clusters Score -211808.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -211897.875000 Penalty: 2314.920410
	Iteration 4Q: 3 clusters Score -211897.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -211971.812500 Penalty: 2314.920410
	Iteration 5Q: 3 clusters Score -211971.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -212058.953125 Penalty: 2314.920410
	Iteration 6Q: 3 clusters Score -212059 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -212141.359375 Penalty: 2314.920410
	Iteration 7Q: 3 clusters Score -212141.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -212192.453125 Penalty: 2314.920410
	Iteration 8Q: 3 clusters Score -212192.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -212230.640625 Penalty: 2314.920410
	Iteration 9Q: 3 clusters Score -212230.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -212260.296875 Penalty: 2314.920410
	Iteration 10Q: 3 clusters Score -212260.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -212291.937500 Penalty: 2314.920410
	Iteration 11Q: 3 clusters Score -212291.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -212317.031250 Penalty: 2314.920410
	Iteration 12Q: 3 clusters Score -212317 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -212336.875000 Penalty: 2314.920410
	Iteration 13Q: 3 clusters Score -212336.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -212348.437500 Penalty: 2314.920410
	Iteration 14Q: 3 clusters Score -212348.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -212360.296875 Penalty: 2314.920410
	Iteration 15Q: 3 clusters Score -212360.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -212374.171875 Penalty: 2314.920410
	Iteration 16Q: 3 clusters Score -212374.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -212385.781250 Penalty: 2314.920410
	Iteration 17Q: 3 clusters Score -212385.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -212391.796875 Penalty: 2314.920410
	Iteration 18Q: 3 clusters Score -212391.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -212399.359375 Penalty: 2314.920410
	Iteration 19Q: 3 clusters Score -212399.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -212404.359375 Penalty: 2314.920410
	Iteration 20F: 3 clusters Score -212404.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -212412.109375 Penalty: 2314.920410
	Iteration 21Q: 3 clusters Score -212412.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -212420.000000 Penalty: 2314.920410
	Iteration 22Q: 3 clusters Score -212420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -212423.781250 Penalty: 2314.920410
	Iteration 23Q: 3 clusters Score -212423.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -212425.078125 Penalty: 2314.920410
	Iteration 24Q: 3 clusters Score -212425.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -212425.078125 Penalty: 2314.920410
	Iteration 25F: 3 clusters Score -212425.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (36643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36643 members 
Entering Unmasked Estep 
Score: -3805608.500000 Penalty: 1563.735962
	Iteration 0F: 2 clusters Score -3805608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -3781915.500000 Penalty: 3127.471924
	Iteration 0F: 3 clusters Score -3781916 nChanged 16561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -3791405.500000 Penalty: 3127.471924
	Iteration 1F: 3 clusters Score -3791406 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -3792567.000000 Penalty: 3127.471924
	Iteration 2F: 3 clusters Score -3792567 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -3794058.750000 Penalty: 3127.471924
	Iteration 3F: 3 clusters Score -3794059 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 24830 members 
Entering Unmasked Estep 
Score: -3795736.500000 Penalty: 3127.471924
	Iteration 4F: 3 clusters Score -3795736 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 26558 members 
Entering Unmasked Estep 
Score: -3797455.000000 Penalty: 3127.471924
	Iteration 5F: 3 clusters Score -3797455 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 28127 members 
Entering Unmasked Estep 
Score: -3798924.750000 Penalty: 3127.471924
	Iteration 6F: 3 clusters Score -3798925 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 29474 members 
Entering Unmasked Estep 
Score: -3800030.250000 Penalty: 3127.471924
	Iteration 7Q: 3 clusters Score -3800030 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 30577 members 
Entering Unmasked Estep 
Score: -3800889.750000 Penalty: 3127.471924
	Iteration 8Q: 3 clusters Score -3800890 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 31499 members 
Entering Unmasked Estep 
Score: -3801553.500000 Penalty: 3127.471924
	Iteration 9Q: 3 clusters Score -3801554 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 32284 members 
Entering Unmasked Estep 
Score: -3802116.000000 Penalty: 3127.471924
	Iteration 10Q: 3 clusters Score -3802116 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 32898 members 
Entering Unmasked Estep 
Score: -3802550.750000 Penalty: 3127.471924
	Iteration 11Q: 3 clusters Score -3802551 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 33421 members 
Entering Unmasked Estep 
Score: -3802907.500000 Penalty: 3127.471924
	Iteration 12Q: 3 clusters Score -3802908 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 33867 members 
Entering Unmasked Estep 
Score: -3803222.500000 Penalty: 3127.471924
	Iteration 13Q: 3 clusters Score -3803222 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 34208 members 
Entering Unmasked Estep 
Score: -3803441.250000 Penalty: 3127.471924
	Iteration 14Q: 3 clusters Score -3803441 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 34483 members 
Entering Unmasked Estep 
Score: -3803616.250000 Penalty: 3127.471924
	Iteration 15Q: 3 clusters Score -3803616 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 34727 members 
Entering Unmasked Estep 
Score: -3803771.750000 Penalty: 3127.471924
	Iteration 16Q: 3 clusters Score -3803772 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 34917 members 
Entering Unmasked Estep 
Score: -3803858.000000 Penalty: 3127.471924
	Iteration 17Q: 3 clusters Score -3803858 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 35066 members 
Entering Unmasked Estep 
Score: -3803952.500000 Penalty: 3127.471924
	Iteration 18Q: 3 clusters Score -3803952 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 35190 members 
Entering Unmasked Estep 
Score: -3804029.000000 Penalty: 3127.471924
	Iteration 19Q: 3 clusters Score -3804029 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 35281 members 
Entering Unmasked Estep 
Score: -3804074.750000 Penalty: 3127.471924
	Iteration 20F: 3 clusters Score -3804075 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 35362 members 
Entering Unmasked Estep 
Score: -3804129.750000 Penalty: 3127.471924
	Iteration 21Q: 3 clusters Score -3804130 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 35424 members 
Entering Unmasked Estep 
Score: -3804169.500000 Penalty: 3127.471924
	Iteration 22Q: 3 clusters Score -3804170 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 35487 members 
Entering Unmasked Estep 
Score: -3804197.250000 Penalty: 3127.471924
	Iteration 23Q: 3 clusters Score -3804197 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 35537 members 
Entering Unmasked Estep 
Score: -3804217.500000 Penalty: 3127.471924
	Iteration 24Q: 3 clusters Score -3804218 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 35572 members 
Entering Unmasked Estep 
Score: -3804250.750000 Penalty: 3127.471924
	Iteration 25Q: 3 clusters Score -3804251 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 35615 members 
Entering Unmasked Estep 
Score: -3804282.000000 Penalty: 3127.471924
	Iteration 26Q: 3 clusters Score -3804282 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 35644 members 
Entering Unmasked Estep 
Score: -3804294.250000 Penalty: 3127.471924
	Iteration 27Q: 3 clusters Score -3804294 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 35674 members 
Entering Unmasked Estep 
Score: -3804309.750000 Penalty: 3127.471924
	Iteration 28Q: 3 clusters Score -3804310 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 35702 members 
Entering Unmasked Estep 
Score: -3804325.250000 Penalty: 3127.471924
	Iteration 29Q: 3 clusters Score -3804325 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 35729 members 
Entering Unmasked Estep 
Score: -3804343.500000 Penalty: 3127.471924
	Iteration 30Q: 3 clusters Score -3804344 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 35747 members 
Entering Unmasked Estep 
Score: -3804359.500000 Penalty: 3127.471924
	Iteration 31Q: 3 clusters Score -3804360 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 35762 members 
Entering Unmasked Estep 
Score: -3804368.250000 Penalty: 3127.471924
	Iteration 32Q: 3 clusters Score -3804368 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 35774 members 
Entering Unmasked Estep 
Score: -3804377.750000 Penalty: 3127.471924
	Iteration 33Q: 3 clusters Score -3804378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 35787 members 
Entering Unmasked Estep 
Score: -3804385.750000 Penalty: 3127.471924
	Iteration 34Q: 3 clusters Score -3804386 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 35802 members 
Entering Unmasked Estep 
Score: -3804403.750000 Penalty: 3127.471924
	Iteration 35Q: 3 clusters Score -3804404 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 35818 members 
Entering Unmasked Estep 
Score: -3804403.750000 Penalty: 3127.471924
	Iteration 36Q: 3 clusters Score -3804404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 35827 members 
Entering Unmasked Estep 
Score: -3804405.500000 Penalty: 3127.471924
	Iteration 37Q: 3 clusters Score -3804406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 35830 members 
Entering Unmasked Estep 
Score: -3804414.250000 Penalty: 3127.471924
	Iteration 38Q: 3 clusters Score -3804414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 35833 members 
Entering Unmasked Estep 
Score: -3804419.250000 Penalty: 3127.471924
	Iteration 39Q: 3 clusters Score -3804419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 35837 members 
Entering Unmasked Estep 
Score: -3804419.500000 Penalty: 3127.471924
	Iteration 40F: 3 clusters Score -3804420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 35843 members 
Entering Unmasked Estep 
Score: -3804426.250000 Penalty: 3127.471924
	Iteration 41Q: 3 clusters Score -3804426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 35846 members 
Entering Unmasked Estep 
Score: -3804425.500000 Penalty: 3127.471924
	Iteration 42Q: 3 clusters Score -3804426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 35847 members 
Entering Unmasked Estep 
Score: -3804431.250000 Penalty: 3127.471924
	Iteration 43Q: 3 clusters Score -3804431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 35849 members 
Entering Unmasked Estep 
Score: -3804430.000000 Penalty: 3127.471924
	Iteration 44Q: 3 clusters Score -3804430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 35850 members 
Entering Unmasked Estep 
Score: -3804427.000000 Penalty: 3127.471924
	Iteration 45Q: 3 clusters Score -3804427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 35853 members 
Entering Unmasked Estep 
Score: -3804428.750000 Penalty: 3127.471924
	Iteration 46Q: 3 clusters Score -3804429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 35853 members 
Entering Unmasked Estep 
Score: -3804428.750000 Penalty: 3127.471924
	Iteration 47F: 3 clusters Score -3804429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Entering Unmasked Estep 
Score: -670569.062500 Penalty: 1304.114380
	Iteration 0F: 2 clusters Score -670569.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -666052.500000 Penalty: 2608.228760
	Iteration 0F: 3 clusters Score -666052.5 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -667443.375000 Penalty: 2608.228760
	Iteration 1F: 3 clusters Score -667443.4 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -667651.687500 Penalty: 2608.228760
	Iteration 2F: 3 clusters Score -667651.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -667780.937500 Penalty: 2608.228760
	Iteration 3Q: 3 clusters Score -667780.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -667892.875000 Penalty: 2608.228760
	Iteration 4Q: 3 clusters Score -667892.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -667971.937500 Penalty: 2608.228760
	Iteration 5Q: 3 clusters Score -667971.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -668043.812500 Penalty: 2608.228760
	Iteration 6Q: 3 clusters Score -668043.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -668099.562500 Penalty: 2608.228760
	Iteration 7Q: 3 clusters Score -668099.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -668147.062500 Penalty: 2608.228760
	Iteration 8Q: 3 clusters Score -668147.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -668193.937500 Penalty: 2608.228760
	Iteration 9Q: 3 clusters Score -668193.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -668235.062500 Penalty: 2608.228760
	Iteration 10Q: 3 clusters Score -668235.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -668273.625000 Penalty: 2608.228760
	Iteration 11Q: 3 clusters Score -668273.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -668311.437500 Penalty: 2608.228760
	Iteration 12Q: 3 clusters Score -668311.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -668347.187500 Penalty: 2608.228760
	Iteration 13Q: 3 clusters Score -668347.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -668392.000000 Penalty: 2608.228760
	Iteration 14Q: 3 clusters Score -668392 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -668457.937500 Penalty: 2608.228760
	Iteration 15Q: 3 clusters Score -668457.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -668514.562500 Penalty: 2608.228760
	Iteration 16Q: 3 clusters Score -668514.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -668577.625000 Penalty: 2608.228760
	Iteration 17Q: 3 clusters Score -668577.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -668658.187500 Penalty: 2608.228760
	Iteration 18Q: 3 clusters Score -668658.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -668752.187500 Penalty: 2608.228760
	Iteration 19Q: 3 clusters Score -668752.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -668848.687500 Penalty: 2608.228760
	Iteration 20F: 3 clusters Score -668848.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -668935.687500 Penalty: 2608.228760
	Iteration 21Q: 3 clusters Score -668935.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -669036.500000 Penalty: 2608.228760
	Iteration 22Q: 3 clusters Score -669036.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -669155.562500 Penalty: 2608.228760
	Iteration 23Q: 3 clusters Score -669155.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -669264.000000 Penalty: 2608.228760
	Iteration 24Q: 3 clusters Score -669264 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -669336.500000 Penalty: 2608.228760
	Iteration 25Q: 3 clusters Score -669336.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -669389.187500 Penalty: 2608.228760
	Iteration 26Q: 3 clusters Score -669389.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -669437.625000 Penalty: 2608.228760
	Iteration 27Q: 3 clusters Score -669437.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -669486.125000 Penalty: 2608.228760
	Iteration 28Q: 3 clusters Score -669486.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -669521.000000 Penalty: 2608.228760
	Iteration 29Q: 3 clusters Score -669521 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -669551.562500 Penalty: 2608.228760
	Iteration 30Q: 3 clusters Score -669551.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -669573.250000 Penalty: 2608.228760
	Iteration 31Q: 3 clusters Score -669573.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -669598.250000 Penalty: 2608.228760
	Iteration 32Q: 3 clusters Score -669598.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -669613.062500 Penalty: 2608.228760
	Iteration 33Q: 3 clusters Score -669613.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -669631.875000 Penalty: 2608.228760
	Iteration 34Q: 3 clusters Score -669631.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -669645.000000 Penalty: 2608.228760
	Iteration 35Q: 3 clusters Score -669645 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -669659.062500 Penalty: 2608.228760
	Iteration 36Q: 3 clusters Score -669659.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -669668.875000 Penalty: 2608.228760
	Iteration 37Q: 3 clusters Score -669668.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -669676.250000 Penalty: 2608.228760
	Iteration 38Q: 3 clusters Score -669676.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -669682.000000 Penalty: 2608.228760
	Iteration 39Q: 3 clusters Score -669682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -669686.437500 Penalty: 2608.228760
	Iteration 40F: 3 clusters Score -669686.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -669690.625000 Penalty: 2608.228760
	Iteration 41Q: 3 clusters Score -669690.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -669692.625000 Penalty: 2608.228760
	Iteration 42Q: 3 clusters Score -669692.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -669694.000000 Penalty: 2608.228760
	Iteration 43Q: 3 clusters Score -669694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -669697.062500 Penalty: 2608.228760
	Iteration 44Q: 3 clusters Score -669697.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -669698.687500 Penalty: 2608.228760
	Iteration 45Q: 3 clusters Score -669698.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -669698.687500 Penalty: 2608.228760
	Iteration 46F: 3 clusters Score -669698.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (14850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Entering Unmasked Estep 
Score: -1542267.000000 Penalty: 1429.336304
	Iteration 0F: 2 clusters Score -1542267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1532489.000000 Penalty: 2858.672607
	Iteration 0F: 3 clusters Score -1532489 nChanged 6393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1535967.875000 Penalty: 2858.672607
	Iteration 1F: 3 clusters Score -1535968 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1536410.500000 Penalty: 2858.672607
	Iteration 2F: 3 clusters Score -1536410 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1536798.000000 Penalty: 2858.672607
	Iteration 3F: 3 clusters Score -1536798 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1537144.125000 Penalty: 2858.672607
	Iteration 4Q: 3 clusters Score -1537144 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1537507.250000 Penalty: 2858.672607
	Iteration 5Q: 3 clusters Score -1537507 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1537948.125000 Penalty: 2858.672607
	Iteration 6Q: 3 clusters Score -1537948 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1538493.500000 Penalty: 2858.672607
	Iteration 7F: 3 clusters Score -1538494 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1539090.500000 Penalty: 2858.672607
	Iteration 8F: 3 clusters Score -1539090 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1539634.125000 Penalty: 2858.672607
	Iteration 9Q: 3 clusters Score -1539634 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1540089.750000 Penalty: 2858.672607
	Iteration 10Q: 3 clusters Score -1540090 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1540433.250000 Penalty: 2858.672607
	Iteration 11Q: 3 clusters Score -1540433 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1540630.625000 Penalty: 2858.672607
	Iteration 12Q: 3 clusters Score -1540631 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1540757.750000 Penalty: 2858.672607
	Iteration 13Q: 3 clusters Score -1540758 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1540855.750000 Penalty: 2858.672607
	Iteration 14Q: 3 clusters Score -1540856 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1540923.500000 Penalty: 2858.672607
	Iteration 15Q: 3 clusters Score -1540924 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1540955.500000 Penalty: 2858.672607
	Iteration 16Q: 3 clusters Score -1540956 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1540985.375000 Penalty: 2858.672607
	Iteration 17Q: 3 clusters Score -1540985 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1541007.875000 Penalty: 2858.672607
	Iteration 18Q: 3 clusters Score -1541008 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1541030.500000 Penalty: 2858.672607
	Iteration 19Q: 3 clusters Score -1541030 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1541045.375000 Penalty: 2858.672607
	Iteration 20F: 3 clusters Score -1541045 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1541061.125000 Penalty: 2858.672607
	Iteration 21Q: 3 clusters Score -1541061 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1541073.500000 Penalty: 2858.672607
	Iteration 22Q: 3 clusters Score -1541074 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1541080.750000 Penalty: 2858.672607
	Iteration 23Q: 3 clusters Score -1541081 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1541088.750000 Penalty: 2858.672607
	Iteration 24Q: 3 clusters Score -1541089 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1541098.250000 Penalty: 2858.672607
	Iteration 25Q: 3 clusters Score -1541098 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1541102.250000 Penalty: 2858.672607
	Iteration 26Q: 3 clusters Score -1541102 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1541110.000000 Penalty: 2858.672607
	Iteration 27Q: 3 clusters Score -1541110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1541113.250000 Penalty: 2858.672607
	Iteration 28Q: 3 clusters Score -1541113 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1541117.375000 Penalty: 2858.672607
	Iteration 29Q: 3 clusters Score -1541117 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1541119.875000 Penalty: 2858.672607
	Iteration 30Q: 3 clusters Score -1541120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1541124.875000 Penalty: 2858.672607
	Iteration 31Q: 3 clusters Score -1541125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1541128.125000 Penalty: 2858.672607
	Iteration 32Q: 3 clusters Score -1541128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1541130.625000 Penalty: 2858.672607
	Iteration 33Q: 3 clusters Score -1541131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1541133.750000 Penalty: 2858.672607
	Iteration 34Q: 3 clusters Score -1541134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1541136.875000 Penalty: 2858.672607
	Iteration 35Q: 3 clusters Score -1541137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1541137.000000 Penalty: 2858.672607
	Iteration 36Q: 3 clusters Score -1541137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1541135.750000 Penalty: 2858.672607
	Iteration 37Q: 3 clusters Score -1541136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1541140.000000 Penalty: 2858.672607
	Iteration 38Q: 3 clusters Score -1541140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1541145.250000 Penalty: 2858.672607
	Iteration 39Q: 3 clusters Score -1541145 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1541146.500000 Penalty: 2858.672607
	Iteration 40F: 3 clusters Score -1541146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1541149.375000 Penalty: 2858.672607
	Iteration 41Q: 3 clusters Score -1541149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1541152.875000 Penalty: 2858.672607
	Iteration 42Q: 3 clusters Score -1541153 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1541151.000000 Penalty: 2858.672607
	Iteration 43Q: 3 clusters Score -1541151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1541153.125000 Penalty: 2858.672607
	Iteration 44Q: 3 clusters Score -1541153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1541153.375000 Penalty: 2858.672607
	Iteration 45Q: 3 clusters Score -1541153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1541155.125000 Penalty: 2858.672607
	Iteration 46Q: 3 clusters Score -1541155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1541156.000000 Penalty: 2858.672607
	Iteration 47Q: 3 clusters Score -1541156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1541157.750000 Penalty: 2858.672607
	Iteration 48Q: 3 clusters Score -1541158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1541162.375000 Penalty: 2858.672607
	Iteration 49Q: 3 clusters Score -1541162 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1541167.875000 Penalty: 2858.672607
	Iteration 50Q: 3 clusters Score -1541168 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1541175.250000 Penalty: 2858.672607
	Iteration 51Q: 3 clusters Score -1541175 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1541178.250000 Penalty: 2858.672607
	Iteration 52Q: 3 clusters Score -1541178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1541180.000000 Penalty: 2858.672607
	Iteration 53Q: 3 clusters Score -1541180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1541186.000000 Penalty: 2858.672607
	Iteration 54Q: 3 clusters Score -1541186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1541191.625000 Penalty: 2858.672607
	Iteration 55Q: 3 clusters Score -1541192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1541193.500000 Penalty: 2858.672607
	Iteration 56Q: 3 clusters Score -1541194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1541196.625000 Penalty: 2858.672607
	Iteration 57Q: 3 clusters Score -1541197 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1541199.375000 Penalty: 2858.672607
	Iteration 58Q: 3 clusters Score -1541199 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1541209.625000 Penalty: 2858.672607
	Iteration 59Q: 3 clusters Score -1541210 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1541212.875000 Penalty: 2858.672607
	Iteration 60F: 3 clusters Score -1541213 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1541214.625000 Penalty: 2858.672607
	Iteration 61Q: 3 clusters Score -1541215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1541213.500000 Penalty: 2858.672607
	Iteration 62Q: 3 clusters Score -1541214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1541217.750000 Penalty: 2858.672607
	Iteration 63Q: 3 clusters Score -1541218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1541216.750000 Penalty: 2858.672607
	Iteration 64Q: 3 clusters Score -1541217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1541218.000000 Penalty: 2858.672607
	Iteration 65Q: 3 clusters Score -1541218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1541218.000000 Penalty: 2858.672607
	Iteration 66F: 3 clusters Score -1541218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (18551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Entering Unmasked Estep 
Score: -1837881.000000 Penalty: 1462.447876
	Iteration 0F: 2 clusters Score -1837881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1825702.250000 Penalty: 2924.895752
	Iteration 0F: 3 clusters Score -1825702 nChanged 8193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1830227.250000 Penalty: 2924.895752
	Iteration 1F: 3 clusters Score -1830227 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1830642.250000 Penalty: 2924.895752
	Iteration 2F: 3 clusters Score -1830642 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1830977.875000 Penalty: 2924.895752
	Iteration 3Q: 3 clusters Score -1830978 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1831290.125000 Penalty: 2924.895752
	Iteration 4Q: 3 clusters Score -1831290 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1831601.750000 Penalty: 2924.895752
	Iteration 5Q: 3 clusters Score -1831602 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1831904.500000 Penalty: 2924.895752
	Iteration 6Q: 3 clusters Score -1831904 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1832213.000000 Penalty: 2924.895752
	Iteration 7Q: 3 clusters Score -1832213 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1832585.250000 Penalty: 2924.895752
	Iteration 8Q: 3 clusters Score -1832585 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1833027.375000 Penalty: 2924.895752
	Iteration 9Q: 3 clusters Score -1833027 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1833533.125000 Penalty: 2924.895752
	Iteration 10Q: 3 clusters Score -1833533 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1833985.000000 Penalty: 2924.895752
	Iteration 11Q: 3 clusters Score -1833985 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1834433.000000 Penalty: 2924.895752
	Iteration 12Q: 3 clusters Score -1834433 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1834801.000000 Penalty: 2924.895752
	Iteration 13Q: 3 clusters Score -1834801 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1835096.125000 Penalty: 2924.895752
	Iteration 14Q: 3 clusters Score -1835096 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1835351.500000 Penalty: 2924.895752
	Iteration 15Q: 3 clusters Score -1835352 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1835545.750000 Penalty: 2924.895752
	Iteration 16Q: 3 clusters Score -1835546 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1835686.125000 Penalty: 2924.895752
	Iteration 17Q: 3 clusters Score -1835686 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1835810.875000 Penalty: 2924.895752
	Iteration 18Q: 3 clusters Score -1835811 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1835895.375000 Penalty: 2924.895752
	Iteration 19Q: 3 clusters Score -1835895 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1835948.875000 Penalty: 2924.895752
	Iteration 20F: 3 clusters Score -1835949 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1835985.375000 Penalty: 2924.895752
	Iteration 21Q: 3 clusters Score -1835985 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1836018.375000 Penalty: 2924.895752
	Iteration 22Q: 3 clusters Score -1836018 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1836051.625000 Penalty: 2924.895752
	Iteration 23Q: 3 clusters Score -1836052 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1836072.625000 Penalty: 2924.895752
	Iteration 24Q: 3 clusters Score -1836073 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1836097.375000 Penalty: 2924.895752
	Iteration 25Q: 3 clusters Score -1836097 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1836109.625000 Penalty: 2924.895752
	Iteration 26Q: 3 clusters Score -1836110 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1836117.125000 Penalty: 2924.895752
	Iteration 27Q: 3 clusters Score -1836117 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1836124.250000 Penalty: 2924.895752
	Iteration 28Q: 3 clusters Score -1836124 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1836130.125000 Penalty: 2924.895752
	Iteration 29Q: 3 clusters Score -1836130 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1836137.125000 Penalty: 2924.895752
	Iteration 30Q: 3 clusters Score -1836137 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1836145.000000 Penalty: 2924.895752
	Iteration 31Q: 3 clusters Score -1836145 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1836154.875000 Penalty: 2924.895752
	Iteration 32Q: 3 clusters Score -1836155 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1836155.000000 Penalty: 2924.895752
	Iteration 33Q: 3 clusters Score -1836155 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1836158.750000 Penalty: 2924.895752
	Iteration 34Q: 3 clusters Score -1836159 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1836162.625000 Penalty: 2924.895752
	Iteration 35Q: 3 clusters Score -1836163 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1836164.125000 Penalty: 2924.895752
	Iteration 36Q: 3 clusters Score -1836164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1836167.375000 Penalty: 2924.895752
	Iteration 37Q: 3 clusters Score -1836167 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1836168.000000 Penalty: 2924.895752
	Iteration 38Q: 3 clusters Score -1836168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1836170.125000 Penalty: 2924.895752
	Iteration 39Q: 3 clusters Score -1836170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1836169.125000 Penalty: 2924.895752
	Iteration 40F: 3 clusters Score -1836169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1836168.250000 Penalty: 2924.895752
	Iteration 41Q: 3 clusters Score -1836168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1836168.625000 Penalty: 2924.895752
	Iteration 42Q: 3 clusters Score -1836169 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1836172.250000 Penalty: 2924.895752
	Iteration 43Q: 3 clusters Score -1836172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1836172.875000 Penalty: 2924.895752
	Iteration 44Q: 3 clusters Score -1836173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1836173.750000 Penalty: 2924.895752
	Iteration 45Q: 3 clusters Score -1836174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1836173.375000 Penalty: 2924.895752
	Iteration 46Q: 3 clusters Score -1836173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1836172.500000 Penalty: 2924.895752
	Iteration 47Q: 3 clusters Score -1836172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1836174.875000 Penalty: 2924.895752
	Iteration 48Q: 3 clusters Score -1836175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1836172.875000 Penalty: 2924.895752
	Iteration 49Q: 3 clusters Score -1836173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1836172.750000 Penalty: 2924.895752
	Iteration 50Q: 3 clusters Score -1836173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1836172.750000 Penalty: 2924.895752
	Iteration 51F: 3 clusters Score -1836173 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (36584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36584 members 
Entering Unmasked Estep 
Score: -3783522.000000 Penalty: 1563.496094
	Iteration 0F: 2 clusters Score -3783522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -3759725.000000 Penalty: 3126.992188
	Iteration 0F: 3 clusters Score -3759725 nChanged 16661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -3768728.500000 Penalty: 3126.992188
	Iteration 1F: 3 clusters Score -3768728 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -3769322.500000 Penalty: 3126.992188
	Iteration 2Q: 3 clusters Score -3769322 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -3769918.000000 Penalty: 3126.992188
	Iteration 3Q: 3 clusters Score -3769918 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -3770688.250000 Penalty: 3126.992188
	Iteration 4Q: 3 clusters Score -3770688 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -3771758.500000 Penalty: 3126.992188
	Iteration 5F: 3 clusters Score -3771758 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25157 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -3773159.250000 Penalty: 3126.992188
	Iteration 6F: 3 clusters Score -3773159 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -3774814.000000 Penalty: 3126.992188
	Iteration 7F: 3 clusters Score -3774814 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29661 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -3776705.000000 Penalty: 3126.992188
	Iteration 8F: 3 clusters Score -3776705 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31799 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -3778517.750000 Penalty: 3126.992188
	Iteration 9F: 3 clusters Score -3778518 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33423 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -3779893.250000 Penalty: 3126.992188
	Iteration 10Q: 3 clusters Score -3779893 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34530 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -3780806.250000 Penalty: 3126.992188
	Iteration 11Q: 3 clusters Score -3780806 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35219 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -3781357.750000 Penalty: 3126.992188
	Iteration 12Q: 3 clusters Score -3781358 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35661 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -3781712.000000 Penalty: 3126.992188
	Iteration 13Q: 3 clusters Score -3781712 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35898 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3781935.250000 Penalty: 3126.992188
	Iteration 14Q: 3 clusters Score -3781935 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36028 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3782065.250000 Penalty: 3126.992188
	Iteration 15Q: 3 clusters Score -3782065 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36096 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3782160.000000 Penalty: 3126.992188
	Iteration 16Q: 3 clusters Score -3782160 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36147 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -3782203.000000 Penalty: 3126.992188
	Iteration 17Q: 3 clusters Score -3782203 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36174 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -3782239.250000 Penalty: 3126.992188
	Iteration 18Q: 3 clusters Score -3782239 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36197 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -3782282.250000 Penalty: 3126.992188
	Iteration 19Q: 3 clusters Score -3782282 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36216 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -3782322.500000 Penalty: 3126.992188
	Iteration 20F: 3 clusters Score -3782322 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36227 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3782335.750000 Penalty: 3126.992188
	Iteration 21Q: 3 clusters Score -3782336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36234 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3782350.500000 Penalty: 3126.992188
	Iteration 22Q: 3 clusters Score -3782350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36241 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -3782359.750000 Penalty: 3126.992188
	Iteration 23Q: 3 clusters Score -3782360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36246 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -3782370.000000 Penalty: 3126.992188
	Iteration 24Q: 3 clusters Score -3782370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36248 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3782370.750000 Penalty: 3126.992188
	Iteration 25Q: 3 clusters Score -3782371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3782369.500000 Penalty: 3126.992188
	Iteration 26Q: 3 clusters Score -3782370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36248 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3782372.250000 Penalty: 3126.992188
	Iteration 27Q: 3 clusters Score -3782372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36249 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3782372.250000 Penalty: 3126.992188
	Iteration 28Q: 3 clusters Score -3782372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36249 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3782372.250000 Penalty: 3126.992188
	Iteration 29F: 3 clusters Score -3782372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (10547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Entering Unmasked Estep 
Score: -1016758.187500 Penalty: 1378.423218
	Iteration 0F: 2 clusters Score -1016758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1009745.500000 Penalty: 2756.846436
	Iteration 0F: 3 clusters Score -1009746 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1012176.437500 Penalty: 2756.846436
	Iteration 1F: 3 clusters Score -1012176 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1012821.562500 Penalty: 2756.846436
	Iteration 2F: 3 clusters Score -1012822 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1013514.750000 Penalty: 2756.846436
	Iteration 3F: 3 clusters Score -1013515 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1014135.062500 Penalty: 2756.846436
	Iteration 4F: 3 clusters Score -1014135 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1014613.312500 Penalty: 2756.846436
	Iteration 5F: 3 clusters Score -1014613 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1014972.750000 Penalty: 2756.846436
	Iteration 6F: 3 clusters Score -1014973 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1015242.125000 Penalty: 2756.846436
	Iteration 7Q: 3 clusters Score -1015242 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1015444.250000 Penalty: 2756.846436
	Iteration 8Q: 3 clusters Score -1015444 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1015587.875000 Penalty: 2756.846436
	Iteration 9Q: 3 clusters Score -1015588 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1015697.937500 Penalty: 2756.846436
	Iteration 10Q: 3 clusters Score -1015698 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1015799.312500 Penalty: 2756.846436
	Iteration 11Q: 3 clusters Score -1015799 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1015880.750000 Penalty: 2756.846436
	Iteration 12Q: 3 clusters Score -1015881 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1015944.062500 Penalty: 2756.846436
	Iteration 13Q: 3 clusters Score -1015944 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1015990.687500 Penalty: 2756.846436
	Iteration 14Q: 3 clusters Score -1015991 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1016010.562500 Penalty: 2756.846436
	Iteration 15Q: 3 clusters Score -1016011 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1016028.875000 Penalty: 2756.846436
	Iteration 16Q: 3 clusters Score -1016029 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1016045.125000 Penalty: 2756.846436
	Iteration 17Q: 3 clusters Score -1016045 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1016064.750000 Penalty: 2756.846436
	Iteration 18Q: 3 clusters Score -1016065 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1016075.312500 Penalty: 2756.846436
	Iteration 19Q: 3 clusters Score -1016075 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1016083.625000 Penalty: 2756.846436
	Iteration 20F: 3 clusters Score -1016084 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1016091.187500 Penalty: 2756.846436
	Iteration 21Q: 3 clusters Score -1016091 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1016096.812500 Penalty: 2756.846436
	Iteration 22Q: 3 clusters Score -1016097 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1016102.375000 Penalty: 2756.846436
	Iteration 23Q: 3 clusters Score -1016102 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1016105.875000 Penalty: 2756.846436
	Iteration 24Q: 3 clusters Score -1016106 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1016105.812500 Penalty: 2756.846436
	Iteration 25Q: 3 clusters Score -1016106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1016107.875000 Penalty: 2756.846436
	Iteration 26Q: 3 clusters Score -1016108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1016109.875000 Penalty: 2756.846436
	Iteration 27Q: 3 clusters Score -1016110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1016111.500000 Penalty: 2756.846436
	Iteration 28Q: 3 clusters Score -1016112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1016115.187500 Penalty: 2756.846436
	Iteration 29Q: 3 clusters Score -1016115 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1016116.125000 Penalty: 2756.846436
	Iteration 30Q: 3 clusters Score -1016116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1016116.875000 Penalty: 2756.846436
	Iteration 31Q: 3 clusters Score -1016117 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1016120.875000 Penalty: 2756.846436
	Iteration 32Q: 3 clusters Score -1016121 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1016122.687500 Penalty: 2756.846436
	Iteration 33Q: 3 clusters Score -1016123 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1016124.312500 Penalty: 2756.846436
	Iteration 34Q: 3 clusters Score -1016124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1016125.437500 Penalty: 2756.846436
	Iteration 35Q: 3 clusters Score -1016125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1016125.500000 Penalty: 2756.846436
	Iteration 36Q: 3 clusters Score -1016126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1016125.125000 Penalty: 2756.846436
	Iteration 37Q: 3 clusters Score -1016125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1016129.562500 Penalty: 2756.846436
	Iteration 38Q: 3 clusters Score -1016130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1016127.750000 Penalty: 2756.846436
	Iteration 39Q: 3 clusters Score -1016128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1016126.875000 Penalty: 2756.846436
	Iteration 40F: 3 clusters Score -1016127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1016128.812500 Penalty: 2756.846436
	Iteration 41Q: 3 clusters Score -1016129 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1016130.937500 Penalty: 2756.846436
	Iteration 42Q: 3 clusters Score -1016131 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1016133.250000 Penalty: 2756.846436
	Iteration 43Q: 3 clusters Score -1016133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1016133.625000 Penalty: 2756.846436
	Iteration 44Q: 3 clusters Score -1016134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1016135.312500 Penalty: 2756.846436
	Iteration 45Q: 3 clusters Score -1016135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1016134.062500 Penalty: 2756.846436
	Iteration 46Q: 3 clusters Score -1016134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1016136.500000 Penalty: 2756.846436
	Iteration 47Q: 3 clusters Score -1016136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1016137.250000 Penalty: 2756.846436
	Iteration 48Q: 3 clusters Score -1016137 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1016140.812500 Penalty: 2756.846436
	Iteration 49Q: 3 clusters Score -1016141 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1016141.750000 Penalty: 2756.846436
	Iteration 50Q: 3 clusters Score -1016142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1016144.312500 Penalty: 2756.846436
	Iteration 51Q: 3 clusters Score -1016144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1016142.562500 Penalty: 2756.846436
	Iteration 52Q: 3 clusters Score -1016143 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1016143.937500 Penalty: 2756.846436
	Iteration 53Q: 3 clusters Score -1016144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1016143.937500 Penalty: 2756.846436
	Iteration 54Q: 3 clusters Score -1016144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1016144.812500 Penalty: 2756.846436
	Iteration 55Q: 3 clusters Score -1016145 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1016147.750000 Penalty: 2756.846436
	Iteration 56Q: 3 clusters Score -1016148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1016148.250000 Penalty: 2756.846436
	Iteration 57Q: 3 clusters Score -1016148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1016148.875000 Penalty: 2756.846436
	Iteration 58Q: 3 clusters Score -1016149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1016148.875000 Penalty: 2756.846436
	Iteration 59F: 3 clusters Score -1016149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Entering Unmasked Estep 
Score: -940426.375000 Penalty: 1358.978394
	Iteration 0F: 2 clusters Score -940426.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -934155.687500 Penalty: 2717.956787
	Iteration 0F: 3 clusters Score -934155.7 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -936285.250000 Penalty: 2717.956787
	Iteration 1F: 3 clusters Score -936285.2 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -936606.437500 Penalty: 2717.956787
	Iteration 2F: 3 clusters Score -936606.4 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -936850.687500 Penalty: 2717.956787
	Iteration 3F: 3 clusters Score -936850.7 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -937074.375000 Penalty: 2717.956787
	Iteration 4Q: 3 clusters Score -937074.4 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -937299.500000 Penalty: 2717.956787
	Iteration 5Q: 3 clusters Score -937299.5 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -937569.687500 Penalty: 2717.956787
	Iteration 6Q: 3 clusters Score -937569.7 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -937852.687500 Penalty: 2717.956787
	Iteration 7Q: 3 clusters Score -937852.7 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -938178.875000 Penalty: 2717.956787
	Iteration 8Q: 3 clusters Score -938178.9 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -938473.562500 Penalty: 2717.956787
	Iteration 9Q: 3 clusters Score -938473.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -938767.187500 Penalty: 2717.956787
	Iteration 10Q: 3 clusters Score -938767.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -938987.625000 Penalty: 2717.956787
	Iteration 11Q: 3 clusters Score -938987.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -939132.562500 Penalty: 2717.956787
	Iteration 12Q: 3 clusters Score -939132.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -939226.125000 Penalty: 2717.956787
	Iteration 13Q: 3 clusters Score -939226.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -939292.375000 Penalty: 2717.956787
	Iteration 14Q: 3 clusters Score -939292.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -939335.750000 Penalty: 2717.956787
	Iteration 15Q: 3 clusters Score -939335.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -939365.375000 Penalty: 2717.956787
	Iteration 16Q: 3 clusters Score -939365.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -939393.000000 Penalty: 2717.956787
	Iteration 17Q: 3 clusters Score -939393 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -939405.000000 Penalty: 2717.956787
	Iteration 18Q: 3 clusters Score -939405 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -939419.125000 Penalty: 2717.956787
	Iteration 19Q: 3 clusters Score -939419.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -939431.062500 Penalty: 2717.956787
	Iteration 20F: 3 clusters Score -939431.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -939443.062500 Penalty: 2717.956787
	Iteration 21Q: 3 clusters Score -939443.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -939450.187500 Penalty: 2717.956787
	Iteration 22Q: 3 clusters Score -939450.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -939453.437500 Penalty: 2717.956787
	Iteration 23Q: 3 clusters Score -939453.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -939457.562500 Penalty: 2717.956787
	Iteration 24Q: 3 clusters Score -939457.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -939459.187500 Penalty: 2717.956787
	Iteration 25Q: 3 clusters Score -939459.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -939458.187500 Penalty: 2717.956787
	Iteration 26Q: 3 clusters Score -939458.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -939461.125000 Penalty: 2717.956787
	Iteration 27Q: 3 clusters Score -939461.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -939462.375000 Penalty: 2717.956787
	Iteration 28Q: 3 clusters Score -939462.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -939463.437500 Penalty: 2717.956787
	Iteration 29Q: 3 clusters Score -939463.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -939461.687500 Penalty: 2717.956787
	Iteration 30Q: 3 clusters Score -939461.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -939463.562500 Penalty: 2717.956787
	Iteration 31Q: 3 clusters Score -939463.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -939463.875000 Penalty: 2717.956787
	Iteration 32Q: 3 clusters Score -939463.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -939463.875000 Penalty: 2717.956787
	Iteration 33F: 3 clusters Score -939463.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Entering Unmasked Estep 
Score: -86882.140625 Penalty: 1022.109314
	Iteration 0F: 2 clusters Score -86882.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -85666.507812 Penalty: 2044.218628
	Iteration 0F: 3 clusters Score -85666.51 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -85933.390625 Penalty: 2044.218628
	Iteration 1F: 3 clusters Score -85933.39 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -86005.304688 Penalty: 2044.218628
	Iteration 2F: 3 clusters Score -86005.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -86045.351562 Penalty: 2044.218628
	Iteration 3Q: 3 clusters Score -86045.35 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -86089.953125 Penalty: 2044.218628
	Iteration 4Q: 3 clusters Score -86089.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -86125.281250 Penalty: 2044.218628
	Iteration 5Q: 3 clusters Score -86125.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -86140.132812 Penalty: 2044.218628
	Iteration 6Q: 3 clusters Score -86140.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -86148.132812 Penalty: 2044.218628
	Iteration 7Q: 3 clusters Score -86148.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -86154.898438 Penalty: 2044.218628
	Iteration 8Q: 3 clusters Score -86154.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -86164.062500 Penalty: 2044.218628
	Iteration 9Q: 3 clusters Score -86164.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -86167.257812 Penalty: 2044.218628
	Iteration 10Q: 3 clusters Score -86167.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -86171.492188 Penalty: 2044.218628
	Iteration 11Q: 3 clusters Score -86171.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -86171.492188 Penalty: 2044.218628
	Iteration 12F: 3 clusters Score -86171.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (7994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Entering Unmasked Estep 
Score: -828970.937500 Penalty: 1337.183228
	Iteration 0F: 2 clusters Score -828970.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -823532.937500 Penalty: 2674.366455
	Iteration 0F: 3 clusters Score -823532.9 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -825201.812500 Penalty: 2674.366455
	Iteration 1F: 3 clusters Score -825201.8 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -825476.187500 Penalty: 2674.366455
	Iteration 2F: 3 clusters Score -825476.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -825666.875000 Penalty: 2674.366455
	Iteration 3F: 3 clusters Score -825666.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -825796.437500 Penalty: 2674.366455
	Iteration 4Q: 3 clusters Score -825796.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -825884.687500 Penalty: 2674.366455
	Iteration 5Q: 3 clusters Score -825884.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -825967.125000 Penalty: 2674.366455
	Iteration 6Q: 3 clusters Score -825967.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -826052.250000 Penalty: 2674.366455
	Iteration 7Q: 3 clusters Score -826052.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -826153.562500 Penalty: 2674.366455
	Iteration 8Q: 3 clusters Score -826153.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -826261.250000 Penalty: 2674.366455
	Iteration 9Q: 3 clusters Score -826261.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -826404.187500 Penalty: 2674.366455
	Iteration 10Q: 3 clusters Score -826404.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -826555.812500 Penalty: 2674.366455
	Iteration 11Q: 3 clusters Score -826555.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -826696.187500 Penalty: 2674.366455
	Iteration 12Q: 3 clusters Score -826696.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -826816.312500 Penalty: 2674.366455
	Iteration 13Q: 3 clusters Score -826816.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -826925.750000 Penalty: 2674.366455
	Iteration 14Q: 3 clusters Score -826925.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -827016.562500 Penalty: 2674.366455
	Iteration 15Q: 3 clusters Score -827016.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -827098.000000 Penalty: 2674.366455
	Iteration 16Q: 3 clusters Score -827098 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -827180.000000 Penalty: 2674.366455
	Iteration 17Q: 3 clusters Score -827180 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -827257.125000 Penalty: 2674.366455
	Iteration 18Q: 3 clusters Score -827257.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -827331.812500 Penalty: 2674.366455
	Iteration 19Q: 3 clusters Score -827331.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -827412.312500 Penalty: 2674.366455
	Iteration 20F: 3 clusters Score -827412.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -827496.687500 Penalty: 2674.366455
	Iteration 21Q: 3 clusters Score -827496.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -827544.250000 Penalty: 2674.366455
	Iteration 22Q: 3 clusters Score -827544.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -827590.500000 Penalty: 2674.366455
	Iteration 23Q: 3 clusters Score -827590.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -827630.625000 Penalty: 2674.366455
	Iteration 24Q: 3 clusters Score -827630.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -827670.687500 Penalty: 2674.366455
	Iteration 25Q: 3 clusters Score -827670.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -827695.125000 Penalty: 2674.366455
	Iteration 26Q: 3 clusters Score -827695.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -827717.687500 Penalty: 2674.366455
	Iteration 27Q: 3 clusters Score -827717.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -827735.562500 Penalty: 2674.366455
	Iteration 28Q: 3 clusters Score -827735.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -827752.750000 Penalty: 2674.366455
	Iteration 29Q: 3 clusters Score -827752.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -827766.750000 Penalty: 2674.366455
	Iteration 30Q: 3 clusters Score -827766.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -827776.250000 Penalty: 2674.366455
	Iteration 31Q: 3 clusters Score -827776.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -827783.437500 Penalty: 2674.366455
	Iteration 32Q: 3 clusters Score -827783.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -827791.125000 Penalty: 2674.366455
	Iteration 33Q: 3 clusters Score -827791.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -827798.312500 Penalty: 2674.366455
	Iteration 34Q: 3 clusters Score -827798.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -827804.000000 Penalty: 2674.366455
	Iteration 35Q: 3 clusters Score -827804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -827806.375000 Penalty: 2674.366455
	Iteration 36Q: 3 clusters Score -827806.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -827814.000000 Penalty: 2674.366455
	Iteration 37Q: 3 clusters Score -827814 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -827822.437500 Penalty: 2674.366455
	Iteration 38Q: 3 clusters Score -827822.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -827830.187500 Penalty: 2674.366455
	Iteration 39Q: 3 clusters Score -827830.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -827835.375000 Penalty: 2674.366455
	Iteration 40F: 3 clusters Score -827835.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -827839.812500 Penalty: 2674.366455
	Iteration 41Q: 3 clusters Score -827839.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -827843.000000 Penalty: 2674.366455
	Iteration 42Q: 3 clusters Score -827843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -827851.125000 Penalty: 2674.366455
	Iteration 43Q: 3 clusters Score -827851.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -827854.937500 Penalty: 2674.366455
	Iteration 44Q: 3 clusters Score -827854.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -827858.125000 Penalty: 2674.366455
	Iteration 45Q: 3 clusters Score -827858.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -827859.562500 Penalty: 2674.366455
	Iteration 46Q: 3 clusters Score -827859.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -827859.125000 Penalty: 2674.366455
	Iteration 47Q: 3 clusters Score -827859.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -827862.375000 Penalty: 2674.366455
	Iteration 48Q: 3 clusters Score -827862.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -827865.250000 Penalty: 2674.366455
	Iteration 49Q: 3 clusters Score -827865.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -827871.625000 Penalty: 2674.366455
	Iteration 50Q: 3 clusters Score -827871.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -827875.312500 Penalty: 2674.366455
	Iteration 51Q: 3 clusters Score -827875.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -827876.687500 Penalty: 2674.366455
	Iteration 52Q: 3 clusters Score -827876.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -827878.687500 Penalty: 2674.366455
	Iteration 53Q: 3 clusters Score -827878.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -827884.937500 Penalty: 2674.366455
	Iteration 54Q: 3 clusters Score -827884.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -827891.875000 Penalty: 2674.366455
	Iteration 55Q: 3 clusters Score -827891.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -827898.062500 Penalty: 2674.366455
	Iteration 56Q: 3 clusters Score -827898.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -827902.062500 Penalty: 2674.366455
	Iteration 57Q: 3 clusters Score -827902.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -827908.750000 Penalty: 2674.366455
	Iteration 58Q: 3 clusters Score -827908.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -827913.312500 Penalty: 2674.366455
	Iteration 59Q: 3 clusters Score -827913.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -827918.687500 Penalty: 2674.366455
	Iteration 60F: 3 clusters Score -827918.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -827922.562500 Penalty: 2674.366455
	Iteration 61Q: 3 clusters Score -827922.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -827922.937500 Penalty: 2674.366455
	Iteration 62Q: 3 clusters Score -827922.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -827926.750000 Penalty: 2674.366455
	Iteration 63Q: 3 clusters Score -827926.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -827928.562500 Penalty: 2674.366455
	Iteration 64Q: 3 clusters Score -827928.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -827933.375000 Penalty: 2674.366455
	Iteration 65Q: 3 clusters Score -827933.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -827936.500000 Penalty: 2674.366455
	Iteration 66Q: 3 clusters Score -827936.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -827937.687500 Penalty: 2674.366455
	Iteration 67Q: 3 clusters Score -827937.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -827939.562500 Penalty: 2674.366455
	Iteration 68Q: 3 clusters Score -827939.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -827938.187500 Penalty: 2674.366455
	Iteration 69Q: 3 clusters Score -827938.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -827939.000000 Penalty: 2674.366455
	Iteration 70Q: 3 clusters Score -827939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -827940.937500 Penalty: 2674.366455
	Iteration 71Q: 3 clusters Score -827940.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -827940.500000 Penalty: 2674.366455
	Iteration 72Q: 3 clusters Score -827940.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -827940.500000 Penalty: 2674.366455
	Iteration 73F: 3 clusters Score -827940.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Entering Unmasked Estep 
Score: -381133.250000 Penalty: 1233.968506
	Iteration 0F: 2 clusters Score -381133.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -378042.843750 Penalty: 2467.937012
	Iteration 0F: 3 clusters Score -378042.8 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -378949.406250 Penalty: 2467.937012
	Iteration 1F: 3 clusters Score -378949.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -379162.093750 Penalty: 2467.937012
	Iteration 2F: 3 clusters Score -379162.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -379281.812500 Penalty: 2467.937012
	Iteration 3Q: 3 clusters Score -379281.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -379384.625000 Penalty: 2467.937012
	Iteration 4Q: 3 clusters Score -379384.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -379477.781250 Penalty: 2467.937012
	Iteration 5Q: 3 clusters Score -379477.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -379591.656250 Penalty: 2467.937012
	Iteration 6Q: 3 clusters Score -379591.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -379698.000000 Penalty: 2467.937012
	Iteration 7Q: 3 clusters Score -379698 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -379801.718750 Penalty: 2467.937012
	Iteration 8Q: 3 clusters Score -379801.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -379909.187500 Penalty: 2467.937012
	Iteration 9Q: 3 clusters Score -379909.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -379997.750000 Penalty: 2467.937012
	Iteration 10Q: 3 clusters Score -379997.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -380103.406250 Penalty: 2467.937012
	Iteration 11Q: 3 clusters Score -380103.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -380202.531250 Penalty: 2467.937012
	Iteration 12Q: 3 clusters Score -380202.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -380293.781250 Penalty: 2467.937012
	Iteration 13Q: 3 clusters Score -380293.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -380386.875000 Penalty: 2467.937012
	Iteration 14Q: 3 clusters Score -380386.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -380470.500000 Penalty: 2467.937012
	Iteration 15Q: 3 clusters Score -380470.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -380535.656250 Penalty: 2467.937012
	Iteration 16Q: 3 clusters Score -380535.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -380593.656250 Penalty: 2467.937012
	Iteration 17Q: 3 clusters Score -380593.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -380634.156250 Penalty: 2467.937012
	Iteration 18Q: 3 clusters Score -380634.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -380658.218750 Penalty: 2467.937012
	Iteration 19Q: 3 clusters Score -380658.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -380675.312500 Penalty: 2467.937012
	Iteration 20F: 3 clusters Score -380675.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -380686.750000 Penalty: 2467.937012
	Iteration 21Q: 3 clusters Score -380686.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -380698.718750 Penalty: 2467.937012
	Iteration 22Q: 3 clusters Score -380698.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -380709.468750 Penalty: 2467.937012
	Iteration 23Q: 3 clusters Score -380709.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -380718.750000 Penalty: 2467.937012
	Iteration 24Q: 3 clusters Score -380718.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -380722.718750 Penalty: 2467.937012
	Iteration 25Q: 3 clusters Score -380722.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -380726.968750 Penalty: 2467.937012
	Iteration 26Q: 3 clusters Score -380727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -380729.125000 Penalty: 2467.937012
	Iteration 27Q: 3 clusters Score -380729.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -380732.437500 Penalty: 2467.937012
	Iteration 28Q: 3 clusters Score -380732.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -380733.656250 Penalty: 2467.937012
	Iteration 29Q: 3 clusters Score -380733.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -380736.187500 Penalty: 2467.937012
	Iteration 30Q: 3 clusters Score -380736.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -380739.000000 Penalty: 2467.937012
	Iteration 31Q: 3 clusters Score -380739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -380741.968750 Penalty: 2467.937012
	Iteration 32Q: 3 clusters Score -380742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -380743.187500 Penalty: 2467.937012
	Iteration 33Q: 3 clusters Score -380743.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -380744.718750 Penalty: 2467.937012
	Iteration 34Q: 3 clusters Score -380744.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -380745.375000 Penalty: 2467.937012
	Iteration 35Q: 3 clusters Score -380745.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -380745.437500 Penalty: 2467.937012
	Iteration 36Q: 3 clusters Score -380745.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -380745.437500 Penalty: 2467.937012
	Iteration 37F: 3 clusters Score -380745.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Entering Unmasked Estep 
Score: -19054.423828 Penalty: 807.232605
	Iteration 0F: 2 clusters Score -19054.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -18573.757812 Penalty: 1614.465210
	Iteration 0F: 3 clusters Score -18573.76 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -18788.535156 Penalty: 1614.465210
	Iteration 1F: 3 clusters Score -18788.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -18811.492188 Penalty: 1614.465210
	Iteration 2Q: 3 clusters Score -18811.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -18851.408203 Penalty: 1614.465210
	Iteration 3Q: 3 clusters Score -18851.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -18868.992188 Penalty: 1614.465210
	Iteration 4Q: 3 clusters Score -18868.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -18913.601562 Penalty: 1614.465210
	Iteration 5Q: 3 clusters Score -18913.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -18932.029297 Penalty: 1614.465210
	Iteration 6Q: 3 clusters Score -18932.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -18937.384766 Penalty: 1614.465210
	Iteration 7Q: 3 clusters Score -18937.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -18956.652344 Penalty: 1614.465210
	Iteration 8Q: 3 clusters Score -18956.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -18966.753906 Penalty: 1614.465210
	Iteration 9Q: 3 clusters Score -18966.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -18966.753906 Penalty: 1614.465210
	Iteration 10F: 3 clusters Score -18966.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Entering Unmasked Estep 
Score: -156980.703125 Penalty: 1099.659058
	Iteration 0F: 2 clusters Score -156980.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -155314.218750 Penalty: 2199.318115
	Iteration 0F: 3 clusters Score -155314.2 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -155679.984375 Penalty: 2199.318115
	Iteration 1F: 3 clusters Score -155680 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -155785.796875 Penalty: 2199.318115
	Iteration 2F: 3 clusters Score -155785.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -155840.250000 Penalty: 2199.318115
	Iteration 3Q: 3 clusters Score -155840.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -155878.390625 Penalty: 2199.318115
	Iteration 4Q: 3 clusters Score -155878.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -155896.140625 Penalty: 2199.318115
	Iteration 5Q: 3 clusters Score -155896.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -155909.046875 Penalty: 2199.318115
	Iteration 6Q: 3 clusters Score -155909 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -155917.718750 Penalty: 2199.318115
	Iteration 7Q: 3 clusters Score -155917.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -155925.843750 Penalty: 2199.318115
	Iteration 8Q: 3 clusters Score -155925.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -155930.843750 Penalty: 2199.318115
	Iteration 9Q: 3 clusters Score -155930.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -155932.250000 Penalty: 2199.318115
	Iteration 10Q: 3 clusters Score -155932.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -155933.875000 Penalty: 2199.318115
	Iteration 11Q: 3 clusters Score -155933.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -155935.875000 Penalty: 2199.318115
	Iteration 12Q: 3 clusters Score -155935.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -155936.437500 Penalty: 2199.318115
	Iteration 13Q: 3 clusters Score -155936.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -155939.828125 Penalty: 2199.318115
	Iteration 14Q: 3 clusters Score -155939.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -155940.921875 Penalty: 2199.318115
	Iteration 15Q: 3 clusters Score -155940.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -155943.046875 Penalty: 2199.318115
	Iteration 16Q: 3 clusters Score -155943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -155944.359375 Penalty: 2199.318115
	Iteration 17Q: 3 clusters Score -155944.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -155944.359375 Penalty: 2199.318115
	Iteration 18F: 3 clusters Score -155944.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (4377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Entering Unmasked Estep 
Score: -419325.343750 Penalty: 1247.556885
	Iteration 0F: 2 clusters Score -419325.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -415992.718750 Penalty: 2495.113770
	Iteration 0F: 3 clusters Score -415992.7 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -416981.437500 Penalty: 2495.113770
	Iteration 1F: 3 clusters Score -416981.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -417181.093750 Penalty: 2495.113770
	Iteration 2F: 3 clusters Score -417181.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -417311.687500 Penalty: 2495.113770
	Iteration 3Q: 3 clusters Score -417311.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -417435.468750 Penalty: 2495.113770
	Iteration 4Q: 3 clusters Score -417435.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -417543.312500 Penalty: 2495.113770
	Iteration 5Q: 3 clusters Score -417543.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -417633.468750 Penalty: 2495.113770
	Iteration 6Q: 3 clusters Score -417633.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -417715.906250 Penalty: 2495.113770
	Iteration 7Q: 3 clusters Score -417715.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -417800.156250 Penalty: 2495.113770
	Iteration 8Q: 3 clusters Score -417800.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -417866.218750 Penalty: 2495.113770
	Iteration 9Q: 3 clusters Score -417866.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -417914.875000 Penalty: 2495.113770
	Iteration 10Q: 3 clusters Score -417914.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -417955.906250 Penalty: 2495.113770
	Iteration 11Q: 3 clusters Score -417955.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -417988.718750 Penalty: 2495.113770
	Iteration 12Q: 3 clusters Score -417988.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -418025.593750 Penalty: 2495.113770
	Iteration 13Q: 3 clusters Score -418025.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -418057.343750 Penalty: 2495.113770
	Iteration 14Q: 3 clusters Score -418057.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -418081.468750 Penalty: 2495.113770
	Iteration 15Q: 3 clusters Score -418081.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -418108.906250 Penalty: 2495.113770
	Iteration 16Q: 3 clusters Score -418108.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -418131.281250 Penalty: 2495.113770
	Iteration 17Q: 3 clusters Score -418131.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -418152.000000 Penalty: 2495.113770
	Iteration 18Q: 3 clusters Score -418152 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -418170.656250 Penalty: 2495.113770
	Iteration 19Q: 3 clusters Score -418170.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -418186.156250 Penalty: 2495.113770
	Iteration 20F: 3 clusters Score -418186.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -418202.343750 Penalty: 2495.113770
	Iteration 21Q: 3 clusters Score -418202.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -418216.062500 Penalty: 2495.113770
	Iteration 22Q: 3 clusters Score -418216.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -418230.000000 Penalty: 2495.113770
	Iteration 23Q: 3 clusters Score -418230 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -418242.937500 Penalty: 2495.113770
	Iteration 24Q: 3 clusters Score -418242.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -418255.531250 Penalty: 2495.113770
	Iteration 25Q: 3 clusters Score -418255.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -418266.437500 Penalty: 2495.113770
	Iteration 26Q: 3 clusters Score -418266.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -418281.062500 Penalty: 2495.113770
	Iteration 27Q: 3 clusters Score -418281.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -418289.156250 Penalty: 2495.113770
	Iteration 28Q: 3 clusters Score -418289.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -418301.031250 Penalty: 2495.113770
	Iteration 29Q: 3 clusters Score -418301 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -418309.687500 Penalty: 2495.113770
	Iteration 30Q: 3 clusters Score -418309.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -418322.156250 Penalty: 2495.113770
	Iteration 31Q: 3 clusters Score -418322.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -418325.968750 Penalty: 2495.113770
	Iteration 32Q: 3 clusters Score -418326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -418329.843750 Penalty: 2495.113770
	Iteration 33Q: 3 clusters Score -418329.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -418332.250000 Penalty: 2495.113770
	Iteration 34Q: 3 clusters Score -418332.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -418334.250000 Penalty: 2495.113770
	Iteration 35Q: 3 clusters Score -418334.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -418338.187500 Penalty: 2495.113770
	Iteration 36Q: 3 clusters Score -418338.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -418341.750000 Penalty: 2495.113770
	Iteration 37Q: 3 clusters Score -418341.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -418344.406250 Penalty: 2495.113770
	Iteration 38Q: 3 clusters Score -418344.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -418346.656250 Penalty: 2495.113770
	Iteration 39Q: 3 clusters Score -418346.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -418347.750000 Penalty: 2495.113770
	Iteration 40F: 3 clusters Score -418347.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -418348.062500 Penalty: 2495.113770
	Iteration 41Q: 3 clusters Score -418348.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -418348.468750 Penalty: 2495.113770
	Iteration 42Q: 3 clusters Score -418348.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -418348.468750 Penalty: 2495.113770
	Iteration 43F: 3 clusters Score -418348.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Entering Unmasked Estep 
Score: -321205.562500 Penalty: 1212.402710
	Iteration 0F: 2 clusters Score -321205.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -318523.906250 Penalty: 2424.805420
	Iteration 0F: 3 clusters Score -318523.9 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -319363.906250 Penalty: 2424.805420
	Iteration 1F: 3 clusters Score -319363.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -319589.468750 Penalty: 2424.805420
	Iteration 2F: 3 clusters Score -319589.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -319717.843750 Penalty: 2424.805420
	Iteration 3F: 3 clusters Score -319717.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -319799.781250 Penalty: 2424.805420
	Iteration 4Q: 3 clusters Score -319799.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -319870.750000 Penalty: 2424.805420
	Iteration 5Q: 3 clusters Score -319870.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -319946.250000 Penalty: 2424.805420
	Iteration 6Q: 3 clusters Score -319946.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -320010.812500 Penalty: 2424.805420
	Iteration 7Q: 3 clusters Score -320010.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -320064.093750 Penalty: 2424.805420
	Iteration 8Q: 3 clusters Score -320064.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -320106.218750 Penalty: 2424.805420
	Iteration 9Q: 3 clusters Score -320106.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -320140.843750 Penalty: 2424.805420
	Iteration 10Q: 3 clusters Score -320140.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -320174.656250 Penalty: 2424.805420
	Iteration 11Q: 3 clusters Score -320174.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -320211.312500 Penalty: 2424.805420
	Iteration 12Q: 3 clusters Score -320211.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -320236.968750 Penalty: 2424.805420
	Iteration 13Q: 3 clusters Score -320237 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -320259.906250 Penalty: 2424.805420
	Iteration 14Q: 3 clusters Score -320259.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -320281.687500 Penalty: 2424.805420
	Iteration 15Q: 3 clusters Score -320281.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -320310.187500 Penalty: 2424.805420
	Iteration 16Q: 3 clusters Score -320310.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -320338.062500 Penalty: 2424.805420
	Iteration 17Q: 3 clusters Score -320338.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -320358.531250 Penalty: 2424.805420
	Iteration 18Q: 3 clusters Score -320358.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -320374.562500 Penalty: 2424.805420
	Iteration 19Q: 3 clusters Score -320374.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -320392.625000 Penalty: 2424.805420
	Iteration 20F: 3 clusters Score -320392.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -320406.218750 Penalty: 2424.805420
	Iteration 21Q: 3 clusters Score -320406.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -320415.187500 Penalty: 2424.805420
	Iteration 22Q: 3 clusters Score -320415.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -320425.281250 Penalty: 2424.805420
	Iteration 23Q: 3 clusters Score -320425.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -320432.031250 Penalty: 2424.805420
	Iteration 24Q: 3 clusters Score -320432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -320439.718750 Penalty: 2424.805420
	Iteration 25Q: 3 clusters Score -320439.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -320445.656250 Penalty: 2424.805420
	Iteration 26Q: 3 clusters Score -320445.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -320445.718750 Penalty: 2424.805420
	Iteration 27Q: 3 clusters Score -320445.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -320446.125000 Penalty: 2424.805420
	Iteration 28Q: 3 clusters Score -320446.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -320446.562500 Penalty: 2424.805420
	Iteration 29Q: 3 clusters Score -320446.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -320446.562500 Penalty: 2424.805420
	Iteration 30F: 3 clusters Score -320446.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (34306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34306 members 
Entering Unmasked Estep 
Score: -3569376.500000 Penalty: 1553.929565
	Iteration 0F: 2 clusters Score -3569376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -3547122.500000 Penalty: 3107.859131
	Iteration 0F: 3 clusters Score -3547122 nChanged 15466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -3555482.000000 Penalty: 3107.859131
	Iteration 1F: 3 clusters Score -3555482 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -3555998.750000 Penalty: 3107.859131
	Iteration 2Q: 3 clusters Score -3555999 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -3556521.000000 Penalty: 3107.859131
	Iteration 3Q: 3 clusters Score -3556521 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -3557108.500000 Penalty: 3107.859131
	Iteration 4Q: 3 clusters Score -3557108 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -3557830.500000 Penalty: 3107.859131
	Iteration 5Q: 3 clusters Score -3557830 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -3558798.750000 Penalty: 3107.859131
	Iteration 6F: 3 clusters Score -3558799 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -3560306.250000 Penalty: 3107.859131
	Iteration 7F: 3 clusters Score -3560306 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27614 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -3562265.250000 Penalty: 3107.859131
	Iteration 8F: 3 clusters Score -3562265 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29973 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -3564342.750000 Penalty: 3107.859131
	Iteration 9F: 3 clusters Score -3564343 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31868 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -3566062.250000 Penalty: 3107.859131
	Iteration 10F: 3 clusters Score -3566062 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33016 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -3567128.500000 Penalty: 3107.859131
	Iteration 11Q: 3 clusters Score -3567128 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33595 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -3567688.750000 Penalty: 3107.859131
	Iteration 12Q: 3 clusters Score -3567689 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33837 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3567929.000000 Penalty: 3107.859131
	Iteration 13Q: 3 clusters Score -3567929 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33953 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3568052.000000 Penalty: 3107.859131
	Iteration 14Q: 3 clusters Score -3568052 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33996 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -3568118.250000 Penalty: 3107.859131
	Iteration 15Q: 3 clusters Score -3568118 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34011 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3568145.000000 Penalty: 3107.859131
	Iteration 16Q: 3 clusters Score -3568145 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34021 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -3568167.500000 Penalty: 3107.859131
	Iteration 17Q: 3 clusters Score -3568168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34026 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3568187.750000 Penalty: 3107.859131
	Iteration 18Q: 3 clusters Score -3568188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34025 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3568200.750000 Penalty: 3107.859131
	Iteration 19Q: 3 clusters Score -3568201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34025 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3568203.750000 Penalty: 3107.859131
	Iteration 20F: 3 clusters Score -3568204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34026 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3568204.750000 Penalty: 3107.859131
	Iteration 21Q: 3 clusters Score -3568205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34027 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -3568211.500000 Penalty: 3107.859131
	Iteration 22Q: 3 clusters Score -3568212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34028 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -3568211.750000 Penalty: 3107.859131
	Iteration 23Q: 3 clusters Score -3568212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34028 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -3568214.250000 Penalty: 3107.859131
	Iteration 24Q: 3 clusters Score -3568214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34028 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -3568214.250000 Penalty: 3107.859131
	Iteration 25F: 3 clusters Score -3568214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (17990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Entering Unmasked Estep 
Score: -1888027.500000 Penalty: 1457.878662
	Iteration 0F: 2 clusters Score -1888028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1876217.000000 Penalty: 2915.757324
	Iteration 0F: 3 clusters Score -1876217 nChanged 7926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1880393.750000 Penalty: 2915.757324
	Iteration 1F: 3 clusters Score -1880394 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1880856.250000 Penalty: 2915.757324
	Iteration 2F: 3 clusters Score -1880856 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1881254.375000 Penalty: 2915.757324
	Iteration 3F: 3 clusters Score -1881254 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1881619.500000 Penalty: 2915.757324
	Iteration 4Q: 3 clusters Score -1881620 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1882042.625000 Penalty: 2915.757324
	Iteration 5Q: 3 clusters Score -1882043 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -1882507.250000 Penalty: 2915.757324
	Iteration 6Q: 3 clusters Score -1882507 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -1883092.750000 Penalty: 2915.757324
	Iteration 7F: 3 clusters Score -1883093 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -1883717.375000 Penalty: 2915.757324
	Iteration 8F: 3 clusters Score -1883717 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -1884385.500000 Penalty: 2915.757324
	Iteration 9F: 3 clusters Score -1884386 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -1885012.125000 Penalty: 2915.757324
	Iteration 10Q: 3 clusters Score -1885012 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -1885505.500000 Penalty: 2915.757324
	Iteration 11Q: 3 clusters Score -1885506 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -1885857.000000 Penalty: 2915.757324
	Iteration 12Q: 3 clusters Score -1885857 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -1886142.750000 Penalty: 2915.757324
	Iteration 13Q: 3 clusters Score -1886143 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -1886358.125000 Penalty: 2915.757324
	Iteration 14Q: 3 clusters Score -1886358 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -1886505.125000 Penalty: 2915.757324
	Iteration 15Q: 3 clusters Score -1886505 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -1886611.875000 Penalty: 2915.757324
	Iteration 16Q: 3 clusters Score -1886612 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -1886689.375000 Penalty: 2915.757324
	Iteration 17Q: 3 clusters Score -1886689 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -1886745.000000 Penalty: 2915.757324
	Iteration 18Q: 3 clusters Score -1886745 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -1886793.750000 Penalty: 2915.757324
	Iteration 19Q: 3 clusters Score -1886794 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -1886837.000000 Penalty: 2915.757324
	Iteration 20F: 3 clusters Score -1886837 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -1886882.625000 Penalty: 2915.757324
	Iteration 21Q: 3 clusters Score -1886883 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -1886922.875000 Penalty: 2915.757324
	Iteration 22Q: 3 clusters Score -1886923 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -1886947.750000 Penalty: 2915.757324
	Iteration 23Q: 3 clusters Score -1886948 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -1886979.875000 Penalty: 2915.757324
	Iteration 24Q: 3 clusters Score -1886980 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -1886999.750000 Penalty: 2915.757324
	Iteration 25Q: 3 clusters Score -1887000 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -1887025.125000 Penalty: 2915.757324
	Iteration 26Q: 3 clusters Score -1887025 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -1887041.250000 Penalty: 2915.757324
	Iteration 27Q: 3 clusters Score -1887041 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -1887051.875000 Penalty: 2915.757324
	Iteration 28Q: 3 clusters Score -1887052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -1887065.625000 Penalty: 2915.757324
	Iteration 29Q: 3 clusters Score -1887066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -1887074.125000 Penalty: 2915.757324
	Iteration 30Q: 3 clusters Score -1887074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -1887080.875000 Penalty: 2915.757324
	Iteration 31Q: 3 clusters Score -1887081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -1887086.500000 Penalty: 2915.757324
	Iteration 32Q: 3 clusters Score -1887086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -1887097.625000 Penalty: 2915.757324
	Iteration 33Q: 3 clusters Score -1887098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -1887097.625000 Penalty: 2915.757324
	Iteration 34F: 3 clusters Score -1887098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (15615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Entering Unmasked Estep 
Score: -1632856.500000 Penalty: 1436.811035
	Iteration 0F: 2 clusters Score -1632856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1622473.500000 Penalty: 2873.622070
	Iteration 0F: 3 clusters Score -1622474 nChanged 6752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1626081.000000 Penalty: 2873.622070
	Iteration 1F: 3 clusters Score -1626081 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1626431.375000 Penalty: 2873.622070
	Iteration 2F: 3 clusters Score -1626431 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1626728.500000 Penalty: 2873.622070
	Iteration 3Q: 3 clusters Score -1626728 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1627054.375000 Penalty: 2873.622070
	Iteration 4Q: 3 clusters Score -1627054 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1627445.875000 Penalty: 2873.622070
	Iteration 5Q: 3 clusters Score -1627446 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1627944.375000 Penalty: 2873.622070
	Iteration 6F: 3 clusters Score -1627944 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -1628512.625000 Penalty: 2873.622070
	Iteration 7F: 3 clusters Score -1628513 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -1629067.250000 Penalty: 2873.622070
	Iteration 8F: 3 clusters Score -1629067 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -1629576.250000 Penalty: 2873.622070
	Iteration 9F: 3 clusters Score -1629576 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -1629986.500000 Penalty: 2873.622070
	Iteration 10Q: 3 clusters Score -1629986 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -1630340.625000 Penalty: 2873.622070
	Iteration 11Q: 3 clusters Score -1630341 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -1630608.125000 Penalty: 2873.622070
	Iteration 12Q: 3 clusters Score -1630608 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -1630853.000000 Penalty: 2873.622070
	Iteration 13Q: 3 clusters Score -1630853 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -1631038.875000 Penalty: 2873.622070
	Iteration 14Q: 3 clusters Score -1631039 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -1631183.625000 Penalty: 2873.622070
	Iteration 15Q: 3 clusters Score -1631184 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -1631294.500000 Penalty: 2873.622070
	Iteration 16Q: 3 clusters Score -1631294 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -1631390.000000 Penalty: 2873.622070
	Iteration 17Q: 3 clusters Score -1631390 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -1631459.750000 Penalty: 2873.622070
	Iteration 18Q: 3 clusters Score -1631460 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -1631507.375000 Penalty: 2873.622070
	Iteration 19Q: 3 clusters Score -1631507 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -1631558.250000 Penalty: 2873.622070
	Iteration 20F: 3 clusters Score -1631558 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -1631582.250000 Penalty: 2873.622070
	Iteration 21Q: 3 clusters Score -1631582 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -1631603.750000 Penalty: 2873.622070
	Iteration 22Q: 3 clusters Score -1631604 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -1631630.125000 Penalty: 2873.622070
	Iteration 23Q: 3 clusters Score -1631630 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -1631645.250000 Penalty: 2873.622070
	Iteration 24Q: 3 clusters Score -1631645 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -1631662.750000 Penalty: 2873.622070
	Iteration 25Q: 3 clusters Score -1631663 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -1631672.750000 Penalty: 2873.622070
	Iteration 26Q: 3 clusters Score -1631673 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -1631676.500000 Penalty: 2873.622070
	Iteration 27Q: 3 clusters Score -1631676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -1631677.125000 Penalty: 2873.622070
	Iteration 28Q: 3 clusters Score -1631677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -1631677.375000 Penalty: 2873.622070
	Iteration 29Q: 3 clusters Score -1631677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -1631682.125000 Penalty: 2873.622070
	Iteration 30Q: 3 clusters Score -1631682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -1631686.000000 Penalty: 2873.622070
	Iteration 31Q: 3 clusters Score -1631686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -1631691.750000 Penalty: 2873.622070
	Iteration 32Q: 3 clusters Score -1631692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -1631700.000000 Penalty: 2873.622070
	Iteration 33Q: 3 clusters Score -1631700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -1631712.500000 Penalty: 2873.622070
	Iteration 34Q: 3 clusters Score -1631712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -1631718.625000 Penalty: 2873.622070
	Iteration 35Q: 3 clusters Score -1631719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -1631724.250000 Penalty: 2873.622070
	Iteration 36Q: 3 clusters Score -1631724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -1631730.000000 Penalty: 2873.622070
	Iteration 37Q: 3 clusters Score -1631730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -1631735.125000 Penalty: 2873.622070
	Iteration 38Q: 3 clusters Score -1631735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -1631736.625000 Penalty: 2873.622070
	Iteration 39Q: 3 clusters Score -1631737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -1631739.875000 Penalty: 2873.622070
	Iteration 40F: 3 clusters Score -1631740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -1631739.500000 Penalty: 2873.622070
	Iteration 41Q: 3 clusters Score -1631740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -1631740.500000 Penalty: 2873.622070
	Iteration 42Q: 3 clusters Score -1631740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -1631742.750000 Penalty: 2873.622070
	Iteration 43Q: 3 clusters Score -1631743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -1631740.250000 Penalty: 2873.622070
	Iteration 44Q: 3 clusters Score -1631740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -1631744.875000 Penalty: 2873.622070
	Iteration 45Q: 3 clusters Score -1631745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -1631748.000000 Penalty: 2873.622070
	Iteration 46Q: 3 clusters Score -1631748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -1631751.750000 Penalty: 2873.622070
	Iteration 47Q: 3 clusters Score -1631752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -1631751.500000 Penalty: 2873.622070
	Iteration 48Q: 3 clusters Score -1631752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -1631751.875000 Penalty: 2873.622070
	Iteration 49Q: 3 clusters Score -1631752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -1631751.875000 Penalty: 2873.622070
	Iteration 50F: 3 clusters Score -1631752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Entering Unmasked Estep 
Score: -301114.906250 Penalty: 1186.508057
	Iteration 0F: 2 clusters Score -301114.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -298725.625000 Penalty: 2373.016113
	Iteration 0F: 3 clusters Score -298725.6 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -299337.000000 Penalty: 2373.016113
	Iteration 1F: 3 clusters Score -299337 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -299503.812500 Penalty: 2373.016113
	Iteration 2F: 3 clusters Score -299503.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -299596.875000 Penalty: 2373.016113
	Iteration 3Q: 3 clusters Score -299596.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -299645.843750 Penalty: 2373.016113
	Iteration 4Q: 3 clusters Score -299645.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -299675.562500 Penalty: 2373.016113
	Iteration 5Q: 3 clusters Score -299675.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -299696.343750 Penalty: 2373.016113
	Iteration 6Q: 3 clusters Score -299696.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -299711.406250 Penalty: 2373.016113
	Iteration 7Q: 3 clusters Score -299711.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -299726.468750 Penalty: 2373.016113
	Iteration 8Q: 3 clusters Score -299726.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -299735.187500 Penalty: 2373.016113
	Iteration 9Q: 3 clusters Score -299735.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -299741.812500 Penalty: 2373.016113
	Iteration 10Q: 3 clusters Score -299741.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -299747.156250 Penalty: 2373.016113
	Iteration 11Q: 3 clusters Score -299747.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -299752.781250 Penalty: 2373.016113
	Iteration 12Q: 3 clusters Score -299752.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -299758.218750 Penalty: 2373.016113
	Iteration 13Q: 3 clusters Score -299758.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -299764.406250 Penalty: 2373.016113
	Iteration 14Q: 3 clusters Score -299764.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -299768.875000 Penalty: 2373.016113
	Iteration 15Q: 3 clusters Score -299768.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -299773.187500 Penalty: 2373.016113
	Iteration 16Q: 3 clusters Score -299773.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -299776.218750 Penalty: 2373.016113
	Iteration 17Q: 3 clusters Score -299776.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -299779.625000 Penalty: 2373.016113
	Iteration 18Q: 3 clusters Score -299779.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -299784.562500 Penalty: 2373.016113
	Iteration 19Q: 3 clusters Score -299784.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -299790.500000 Penalty: 2373.016113
	Iteration 20F: 3 clusters Score -299790.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -299794.625000 Penalty: 2373.016113
	Iteration 21Q: 3 clusters Score -299794.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -299797.000000 Penalty: 2373.016113
	Iteration 22Q: 3 clusters Score -299797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -299801.218750 Penalty: 2373.016113
	Iteration 23Q: 3 clusters Score -299801.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -299807.718750 Penalty: 2373.016113
	Iteration 24Q: 3 clusters Score -299807.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -299814.656250 Penalty: 2373.016113
	Iteration 25Q: 3 clusters Score -299814.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -299820.062500 Penalty: 2373.016113
	Iteration 26Q: 3 clusters Score -299820.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -299825.843750 Penalty: 2373.016113
	Iteration 27Q: 3 clusters Score -299825.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -299830.968750 Penalty: 2373.016113
	Iteration 28Q: 3 clusters Score -299831 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -299836.343750 Penalty: 2373.016113
	Iteration 29Q: 3 clusters Score -299836.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -299839.218750 Penalty: 2373.016113
	Iteration 30Q: 3 clusters Score -299839.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -299843.187500 Penalty: 2373.016113
	Iteration 31Q: 3 clusters Score -299843.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -299845.843750 Penalty: 2373.016113
	Iteration 32Q: 3 clusters Score -299845.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -299849.656250 Penalty: 2373.016113
	Iteration 33Q: 3 clusters Score -299849.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -299850.687500 Penalty: 2373.016113
	Iteration 34Q: 3 clusters Score -299850.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -299852.343750 Penalty: 2373.016113
	Iteration 35Q: 3 clusters Score -299852.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -299853.718750 Penalty: 2373.016113
	Iteration 36Q: 3 clusters Score -299853.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -299855.562500 Penalty: 2373.016113
	Iteration 37Q: 3 clusters Score -299855.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -299855.875000 Penalty: 2373.016113
	Iteration 38Q: 3 clusters Score -299855.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -299857.843750 Penalty: 2373.016113
	Iteration 39Q: 3 clusters Score -299857.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -299858.875000 Penalty: 2373.016113
	Iteration 40F: 3 clusters Score -299858.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -299859.906250 Penalty: 2373.016113
	Iteration 41Q: 3 clusters Score -299859.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -299860.968750 Penalty: 2373.016113
	Iteration 42Q: 3 clusters Score -299861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -299861.750000 Penalty: 2373.016113
	Iteration 43Q: 3 clusters Score -299861.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -299861.781250 Penalty: 2373.016113
	Iteration 44Q: 3 clusters Score -299861.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -299861.781250 Penalty: 2373.016113
	Iteration 45F: 3 clusters Score -299861.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Entering Unmasked Estep 
Score: -207083.875000 Penalty: 1149.529053
	Iteration 0F: 2 clusters Score -207083.9 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 1139 members 
Entering Unmasked Estep 
Score: -205110.375000 Penalty: 2299.058105
	Iteration 0F: 3 clusters Score -205110.4 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -205790.421875 Penalty: 2299.058105
	Iteration 1F: 3 clusters Score -205790.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -205992.156250 Penalty: 2299.058105
	Iteration 2F: 3 clusters Score -205992.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -206102.593750 Penalty: 2299.058105
	Iteration 3F: 3 clusters Score -206102.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -206191.187500 Penalty: 2299.058105
	Iteration 4Q: 3 clusters Score -206191.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -206267.375000 Penalty: 2299.058105
	Iteration 5Q: 3 clusters Score -206267.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -206321.156250 Penalty: 2299.058105
	Iteration 6Q: 3 clusters Score -206321.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -206371.843750 Penalty: 2299.058105
	Iteration 7Q: 3 clusters Score -206371.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -206415.796875 Penalty: 2299.058105
	Iteration 8Q: 3 clusters Score -206415.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -206450.343750 Penalty: 2299.058105
	Iteration 9Q: 3 clusters Score -206450.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -206485.390625 Penalty: 2299.058105
	Iteration 10Q: 3 clusters Score -206485.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -206511.109375 Penalty: 2299.058105
	Iteration 11Q: 3 clusters Score -206511.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -206531.828125 Penalty: 2299.058105
	Iteration 12Q: 3 clusters Score -206531.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -206551.218750 Penalty: 2299.058105
	Iteration 13Q: 3 clusters Score -206551.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -206570.500000 Penalty: 2299.058105
	Iteration 14Q: 3 clusters Score -206570.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -206583.890625 Penalty: 2299.058105
	Iteration 15Q: 3 clusters Score -206583.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -206594.921875 Penalty: 2299.058105
	Iteration 16Q: 3 clusters Score -206594.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -206604.531250 Penalty: 2299.058105
	Iteration 17Q: 3 clusters Score -206604.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -206611.781250 Penalty: 2299.058105
	Iteration 18Q: 3 clusters Score -206611.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -206617.593750 Penalty: 2299.058105
	Iteration 19Q: 3 clusters Score -206617.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -206623.437500 Penalty: 2299.058105
	Iteration 20F: 3 clusters Score -206623.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -206626.078125 Penalty: 2299.058105
	Iteration 21Q: 3 clusters Score -206626.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -206629.125000 Penalty: 2299.058105
	Iteration 22Q: 3 clusters Score -206629.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -206631.453125 Penalty: 2299.058105
	Iteration 23Q: 3 clusters Score -206631.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -206635.156250 Penalty: 2299.058105
	Iteration 24Q: 3 clusters Score -206635.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -206639.359375 Penalty: 2299.058105
	Iteration 25Q: 3 clusters Score -206639.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -206640.843750 Penalty: 2299.058105
	Iteration 26Q: 3 clusters Score -206640.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -206641.312500 Penalty: 2299.058105
	Iteration 27Q: 3 clusters Score -206641.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -206641.312500 Penalty: 2299.058105
	Iteration 28F: 3 clusters Score -206641.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (5094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Entering Unmasked Estep 
Score: -531942.375000 Penalty: 1270.129883
	Iteration 0F: 2 clusters Score -531942.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -528225.625000 Penalty: 2540.259766
	Iteration 0F: 3 clusters Score -528225.6 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -529316.187500 Penalty: 2540.259766
	Iteration 1F: 3 clusters Score -529316.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -529560.812500 Penalty: 2540.259766
	Iteration 2F: 3 clusters Score -529560.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -529721.750000 Penalty: 2540.259766
	Iteration 3F: 3 clusters Score -529721.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -529831.125000 Penalty: 2540.259766
	Iteration 4Q: 3 clusters Score -529831.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -529906.125000 Penalty: 2540.259766
	Iteration 5Q: 3 clusters Score -529906.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -529969.375000 Penalty: 2540.259766
	Iteration 6Q: 3 clusters Score -529969.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -530033.062500 Penalty: 2540.259766
	Iteration 7Q: 3 clusters Score -530033.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -530099.000000 Penalty: 2540.259766
	Iteration 8Q: 3 clusters Score -530099 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -530160.562500 Penalty: 2540.259766
	Iteration 9Q: 3 clusters Score -530160.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -530230.125000 Penalty: 2540.259766
	Iteration 10Q: 3 clusters Score -530230.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -530299.437500 Penalty: 2540.259766
	Iteration 11Q: 3 clusters Score -530299.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -530363.125000 Penalty: 2540.259766
	Iteration 12Q: 3 clusters Score -530363.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -530425.750000 Penalty: 2540.259766
	Iteration 13Q: 3 clusters Score -530425.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -530483.312500 Penalty: 2540.259766
	Iteration 14Q: 3 clusters Score -530483.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -530534.687500 Penalty: 2540.259766
	Iteration 15Q: 3 clusters Score -530534.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -530581.875000 Penalty: 2540.259766
	Iteration 16Q: 3 clusters Score -530581.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -530623.500000 Penalty: 2540.259766
	Iteration 17Q: 3 clusters Score -530623.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -530652.812500 Penalty: 2540.259766
	Iteration 18Q: 3 clusters Score -530652.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -530674.125000 Penalty: 2540.259766
	Iteration 19Q: 3 clusters Score -530674.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -530700.625000 Penalty: 2540.259766
	Iteration 20F: 3 clusters Score -530700.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -530722.562500 Penalty: 2540.259766
	Iteration 21Q: 3 clusters Score -530722.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -530745.562500 Penalty: 2540.259766
	Iteration 22Q: 3 clusters Score -530745.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -530768.375000 Penalty: 2540.259766
	Iteration 23Q: 3 clusters Score -530768.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -530785.437500 Penalty: 2540.259766
	Iteration 24Q: 3 clusters Score -530785.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -530795.875000 Penalty: 2540.259766
	Iteration 25Q: 3 clusters Score -530795.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -530804.625000 Penalty: 2540.259766
	Iteration 26Q: 3 clusters Score -530804.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -530811.937500 Penalty: 2540.259766
	Iteration 27Q: 3 clusters Score -530811.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -530822.250000 Penalty: 2540.259766
	Iteration 28Q: 3 clusters Score -530822.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -530836.875000 Penalty: 2540.259766
	Iteration 29Q: 3 clusters Score -530836.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -530845.000000 Penalty: 2540.259766
	Iteration 30Q: 3 clusters Score -530845 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -530850.062500 Penalty: 2540.259766
	Iteration 31Q: 3 clusters Score -530850.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -530849.875000 Penalty: 2540.259766
	Iteration 32Q: 3 clusters Score -530849.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -530853.000000 Penalty: 2540.259766
	Iteration 33Q: 3 clusters Score -530853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -530854.562500 Penalty: 2540.259766
	Iteration 34Q: 3 clusters Score -530854.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -530857.625000 Penalty: 2540.259766
	Iteration 35Q: 3 clusters Score -530857.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -530858.812500 Penalty: 2540.259766
	Iteration 36Q: 3 clusters Score -530858.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -530859.437500 Penalty: 2540.259766
	Iteration 37Q: 3 clusters Score -530859.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -530861.125000 Penalty: 2540.259766
	Iteration 38Q: 3 clusters Score -530861.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -530863.812500 Penalty: 2540.259766
	Iteration 39Q: 3 clusters Score -530863.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -530863.250000 Penalty: 2540.259766
	Iteration 40F: 3 clusters Score -530863.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Entering Unmasked Estep 
Score: -169573.406250 Penalty: 1125.327026
	Iteration 0F: 2 clusters Score -169573.4 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 994 members 
Entering Unmasked Estep 
Score: -167752.765625 Penalty: 2250.654053
	Iteration 0F: 3 clusters Score -167752.8 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -168235.093750 Penalty: 2250.654053
	Iteration 1F: 3 clusters Score -168235.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -168368.515625 Penalty: 2250.654053
	Iteration 2F: 3 clusters Score -168368.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -168456.296875 Penalty: 2250.654053
	Iteration 3Q: 3 clusters Score -168456.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -168502.953125 Penalty: 2250.654053
	Iteration 4Q: 3 clusters Score -168503 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -168550.406250 Penalty: 2250.654053
	Iteration 5Q: 3 clusters Score -168550.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -168567.375000 Penalty: 2250.654053
	Iteration 6Q: 3 clusters Score -168567.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -168582.609375 Penalty: 2250.654053
	Iteration 7Q: 3 clusters Score -168582.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -168590.140625 Penalty: 2250.654053
	Iteration 8Q: 3 clusters Score -168590.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -168600.156250 Penalty: 2250.654053
	Iteration 9Q: 3 clusters Score -168600.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -168604.500000 Penalty: 2250.654053
	Iteration 10Q: 3 clusters Score -168604.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -168607.031250 Penalty: 2250.654053
	Iteration 11Q: 3 clusters Score -168607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -168609.687500 Penalty: 2250.654053
	Iteration 12Q: 3 clusters Score -168609.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -168611.640625 Penalty: 2250.654053
	Iteration 13Q: 3 clusters Score -168611.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -168613.187500 Penalty: 2250.654053
	Iteration 14Q: 3 clusters Score -168613.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -168616.125000 Penalty: 2250.654053
	Iteration 15Q: 3 clusters Score -168616.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -168619.718750 Penalty: 2250.654053
	Iteration 16Q: 3 clusters Score -168619.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -168621.828125 Penalty: 2250.654053
	Iteration 17Q: 3 clusters Score -168621.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -168622.265625 Penalty: 2250.654053
	Iteration 18Q: 3 clusters Score -168622.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -168623.890625 Penalty: 2250.654053
	Iteration 19Q: 3 clusters Score -168623.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -168624.453125 Penalty: 2250.654053
	Iteration 20F: 3 clusters Score -168624.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Entering Unmasked Estep 
Score: -146363.515625 Penalty: 1066.225464
	Iteration 0F: 2 clusters Score -146363.5 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 663 members 
Entering Unmasked Estep 
Score: -144904.250000 Penalty: 2132.450928
	Iteration 0F: 3 clusters Score -144904.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -145236.234375 Penalty: 2132.450928
	Iteration 1F: 3 clusters Score -145236.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -145338.218750 Penalty: 2132.450928
	Iteration 2F: 3 clusters Score -145338.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -145393.578125 Penalty: 2132.450928
	Iteration 3Q: 3 clusters Score -145393.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -145423.609375 Penalty: 2132.450928
	Iteration 4Q: 3 clusters Score -145423.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -145435.984375 Penalty: 2132.450928
	Iteration 5Q: 3 clusters Score -145436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -145448.109375 Penalty: 2132.450928
	Iteration 6Q: 3 clusters Score -145448.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -145465.234375 Penalty: 2132.450928
	Iteration 7Q: 3 clusters Score -145465.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -145474.750000 Penalty: 2132.450928
	Iteration 8Q: 3 clusters Score -145474.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -145480.250000 Penalty: 2132.450928
	Iteration 9Q: 3 clusters Score -145480.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -145487.390625 Penalty: 2132.450928
	Iteration 10Q: 3 clusters Score -145487.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -145493.093750 Penalty: 2132.450928
	Iteration 11Q: 3 clusters Score -145493.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -145500.390625 Penalty: 2132.450928
	Iteration 12Q: 3 clusters Score -145500.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -145506.843750 Penalty: 2132.450928
	Iteration 13Q: 3 clusters Score -145506.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -145510.125000 Penalty: 2132.450928
	Iteration 14Q: 3 clusters Score -145510.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -145515.218750 Penalty: 2132.450928
	Iteration 15Q: 3 clusters Score -145515.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -145521.187500 Penalty: 2132.450928
	Iteration 16Q: 3 clusters Score -145521.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -145524.921875 Penalty: 2132.450928
	Iteration 17Q: 3 clusters Score -145524.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -145525.203125 Penalty: 2132.450928
	Iteration 18Q: 3 clusters Score -145525.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -145525.203125 Penalty: 2132.450928
	Iteration 19F: 3 clusters Score -145525.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (11692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Entering Unmasked Estep 
Score: -1129652.500000 Penalty: 1393.759033
	Iteration 0F: 2 clusters Score -1129652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1121778.375000 Penalty: 2787.518066
	Iteration 0F: 3 clusters Score -1121778 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1124505.000000 Penalty: 2787.518066
	Iteration 1F: 3 clusters Score -1124505 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1124875.000000 Penalty: 2787.518066
	Iteration 2F: 3 clusters Score -1124875 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1125201.500000 Penalty: 2787.518066
	Iteration 3F: 3 clusters Score -1125202 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1125498.250000 Penalty: 2787.518066
	Iteration 4F: 3 clusters Score -1125498 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1125776.375000 Penalty: 2787.518066
	Iteration 5Q: 3 clusters Score -1125776 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1126073.375000 Penalty: 2787.518066
	Iteration 6Q: 3 clusters Score -1126073 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1126353.750000 Penalty: 2787.518066
	Iteration 7Q: 3 clusters Score -1126354 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1126632.125000 Penalty: 2787.518066
	Iteration 8Q: 3 clusters Score -1126632 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1126905.750000 Penalty: 2787.518066
	Iteration 9Q: 3 clusters Score -1126906 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1127174.625000 Penalty: 2787.518066
	Iteration 10Q: 3 clusters Score -1127175 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1127470.000000 Penalty: 2787.518066
	Iteration 11Q: 3 clusters Score -1127470 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1127723.875000 Penalty: 2787.518066
	Iteration 12Q: 3 clusters Score -1127724 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1127956.000000 Penalty: 2787.518066
	Iteration 13Q: 3 clusters Score -1127956 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1128177.500000 Penalty: 2787.518066
	Iteration 14Q: 3 clusters Score -1128178 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1128345.625000 Penalty: 2787.518066
	Iteration 15Q: 3 clusters Score -1128346 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1128466.125000 Penalty: 2787.518066
	Iteration 16Q: 3 clusters Score -1128466 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1128557.125000 Penalty: 2787.518066
	Iteration 17Q: 3 clusters Score -1128557 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1128623.750000 Penalty: 2787.518066
	Iteration 18Q: 3 clusters Score -1128624 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1128678.750000 Penalty: 2787.518066
	Iteration 19Q: 3 clusters Score -1128679 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1128718.875000 Penalty: 2787.518066
	Iteration 20F: 3 clusters Score -1128719 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1128746.000000 Penalty: 2787.518066
	Iteration 21Q: 3 clusters Score -1128746 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1128772.250000 Penalty: 2787.518066
	Iteration 22Q: 3 clusters Score -1128772 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -1128791.500000 Penalty: 2787.518066
	Iteration 23Q: 3 clusters Score -1128792 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -1128809.875000 Penalty: 2787.518066
	Iteration 24Q: 3 clusters Score -1128810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -1128823.500000 Penalty: 2787.518066
	Iteration 25Q: 3 clusters Score -1128824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -1128838.500000 Penalty: 2787.518066
	Iteration 26Q: 3 clusters Score -1128838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -1128845.375000 Penalty: 2787.518066
	Iteration 27Q: 3 clusters Score -1128845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -1128854.250000 Penalty: 2787.518066
	Iteration 28Q: 3 clusters Score -1128854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -1128859.000000 Penalty: 2787.518066
	Iteration 29Q: 3 clusters Score -1128859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -1128866.375000 Penalty: 2787.518066
	Iteration 30Q: 3 clusters Score -1128866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1128870.750000 Penalty: 2787.518066
	Iteration 31Q: 3 clusters Score -1128871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1128873.375000 Penalty: 2787.518066
	Iteration 32Q: 3 clusters Score -1128873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1128875.125000 Penalty: 2787.518066
	Iteration 33Q: 3 clusters Score -1128875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1128877.125000 Penalty: 2787.518066
	Iteration 34Q: 3 clusters Score -1128877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1128879.625000 Penalty: 2787.518066
	Iteration 35Q: 3 clusters Score -1128880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -1128883.625000 Penalty: 2787.518066
	Iteration 36Q: 3 clusters Score -1128884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -1128883.625000 Penalty: 2787.518066
	Iteration 37Q: 3 clusters Score -1128884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -1128883.625000 Penalty: 2787.518066
	Iteration 38F: 3 clusters Score -1128884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (1782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Entering Unmasked Estep 
Score: -167413.156250 Penalty: 1113.841187
	Iteration 0F: 2 clusters Score -167413.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -165640.281250 Penalty: 2227.682373
	Iteration 0F: 3 clusters Score -165640.3 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -166065.812500 Penalty: 2227.682373
	Iteration 1F: 3 clusters Score -166065.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -166173.156250 Penalty: 2227.682373
	Iteration 2F: 3 clusters Score -166173.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -166242.734375 Penalty: 2227.682373
	Iteration 3Q: 3 clusters Score -166242.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -166279.203125 Penalty: 2227.682373
	Iteration 4Q: 3 clusters Score -166279.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -166299.328125 Penalty: 2227.682373
	Iteration 5Q: 3 clusters Score -166299.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -166315.406250 Penalty: 2227.682373
	Iteration 6Q: 3 clusters Score -166315.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -166328.531250 Penalty: 2227.682373
	Iteration 7Q: 3 clusters Score -166328.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -166342.875000 Penalty: 2227.682373
	Iteration 8Q: 3 clusters Score -166342.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -166348.203125 Penalty: 2227.682373
	Iteration 9Q: 3 clusters Score -166348.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -166351.000000 Penalty: 2227.682373
	Iteration 10Q: 3 clusters Score -166351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -166354.390625 Penalty: 2227.682373
	Iteration 11Q: 3 clusters Score -166354.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -166357.171875 Penalty: 2227.682373
	Iteration 12Q: 3 clusters Score -166357.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -166358.140625 Penalty: 2227.682373
	Iteration 13Q: 3 clusters Score -166358.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -166358.140625 Penalty: 2227.682373
	Iteration 14F: 3 clusters Score -166358.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (1354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Entering Unmasked Estep 
Score: -136323.328125 Penalty: 1072.969727
	Iteration 0F: 2 clusters Score -136323.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -134781.828125 Penalty: 2145.939453
	Iteration 0F: 3 clusters Score -134781.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -135124.875000 Penalty: 2145.939453
	Iteration 1F: 3 clusters Score -135124.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -135234.875000 Penalty: 2145.939453
	Iteration 2F: 3 clusters Score -135234.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -135280.140625 Penalty: 2145.939453
	Iteration 3Q: 3 clusters Score -135280.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -135311.656250 Penalty: 2145.939453
	Iteration 4Q: 3 clusters Score -135311.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -135329.203125 Penalty: 2145.939453
	Iteration 5Q: 3 clusters Score -135329.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -135341.328125 Penalty: 2145.939453
	Iteration 6Q: 3 clusters Score -135341.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -135355.578125 Penalty: 2145.939453
	Iteration 7Q: 3 clusters Score -135355.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -135362.375000 Penalty: 2145.939453
	Iteration 8Q: 3 clusters Score -135362.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -135363.859375 Penalty: 2145.939453
	Iteration 9Q: 3 clusters Score -135363.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -135365.140625 Penalty: 2145.939453
	Iteration 10Q: 3 clusters Score -135365.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -135365.656250 Penalty: 2145.939453
	Iteration 11Q: 3 clusters Score -135365.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -135365.656250 Penalty: 2145.939453
	Iteration 12F: 3 clusters Score -135365.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (20754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Entering Unmasked Estep 
Score: -2100962.000000 Penalty: 1479.145630
	Iteration 0F: 2 clusters Score -2100962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -2087359.750000 Penalty: 2958.291260
	Iteration 0F: 3 clusters Score -2087360 nChanged 9078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -2092243.250000 Penalty: 2958.291260
	Iteration 1F: 3 clusters Score -2092243 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -2092694.875000 Penalty: 2958.291260
	Iteration 2F: 3 clusters Score -2092695 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -2093108.250000 Penalty: 2958.291260
	Iteration 3Q: 3 clusters Score -2093108 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -2093530.500000 Penalty: 2958.291260
	Iteration 4Q: 3 clusters Score -2093530 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -2093976.000000 Penalty: 2958.291260
	Iteration 5Q: 3 clusters Score -2093976 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -2094521.750000 Penalty: 2958.291260
	Iteration 6F: 3 clusters Score -2094522 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -2095124.500000 Penalty: 2958.291260
	Iteration 7F: 3 clusters Score -2095124 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -2095769.375000 Penalty: 2958.291260
	Iteration 8F: 3 clusters Score -2095769 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -2096405.375000 Penalty: 2958.291260
	Iteration 9Q: 3 clusters Score -2096405 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -2097025.375000 Penalty: 2958.291260
	Iteration 10Q: 3 clusters Score -2097025 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -2097657.750000 Penalty: 2958.291260
	Iteration 11Q: 3 clusters Score -2097658 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -2098236.000000 Penalty: 2958.291260
	Iteration 12Q: 3 clusters Score -2098236 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -2098687.000000 Penalty: 2958.291260
	Iteration 13Q: 3 clusters Score -2098687 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -2098979.750000 Penalty: 2958.291260
	Iteration 14Q: 3 clusters Score -2098980 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -2099189.750000 Penalty: 2958.291260
	Iteration 15Q: 3 clusters Score -2099190 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -2099314.250000 Penalty: 2958.291260
	Iteration 16Q: 3 clusters Score -2099314 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -2099393.750000 Penalty: 2958.291260
	Iteration 17Q: 3 clusters Score -2099394 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -2099478.750000 Penalty: 2958.291260
	Iteration 18Q: 3 clusters Score -2099479 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -2099550.750000 Penalty: 2958.291260
	Iteration 19Q: 3 clusters Score -2099551 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -2099598.500000 Penalty: 2958.291260
	Iteration 20F: 3 clusters Score -2099598 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -2099656.500000 Penalty: 2958.291260
	Iteration 21Q: 3 clusters Score -2099656 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -2099693.000000 Penalty: 2958.291260
	Iteration 22Q: 3 clusters Score -2099693 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -2099727.500000 Penalty: 2958.291260
	Iteration 23Q: 3 clusters Score -2099728 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -2099753.500000 Penalty: 2958.291260
	Iteration 24Q: 3 clusters Score -2099754 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -2099788.000000 Penalty: 2958.291260
	Iteration 25Q: 3 clusters Score -2099788 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -2099803.500000 Penalty: 2958.291260
	Iteration 26Q: 3 clusters Score -2099804 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -2099814.500000 Penalty: 2958.291260
	Iteration 27Q: 3 clusters Score -2099814 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -2099824.750000 Penalty: 2958.291260
	Iteration 28Q: 3 clusters Score -2099825 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -2099839.500000 Penalty: 2958.291260
	Iteration 29Q: 3 clusters Score -2099840 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -2099857.000000 Penalty: 2958.291260
	Iteration 30Q: 3 clusters Score -2099857 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -2099875.250000 Penalty: 2958.291260
	Iteration 31Q: 3 clusters Score -2099875 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -2099881.000000 Penalty: 2958.291260
	Iteration 32Q: 3 clusters Score -2099881 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -2099892.750000 Penalty: 2958.291260
	Iteration 33Q: 3 clusters Score -2099893 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -2099908.500000 Penalty: 2958.291260
	Iteration 34Q: 3 clusters Score -2099908 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -2099920.250000 Penalty: 2958.291260
	Iteration 35Q: 3 clusters Score -2099920 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -2099925.250000 Penalty: 2958.291260
	Iteration 36Q: 3 clusters Score -2099925 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -2099930.000000 Penalty: 2958.291260
	Iteration 37Q: 3 clusters Score -2099930 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -2099936.500000 Penalty: 2958.291260
	Iteration 38Q: 3 clusters Score -2099936 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -2099954.250000 Penalty: 2958.291260
	Iteration 39Q: 3 clusters Score -2099954 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -2099961.250000 Penalty: 2958.291260
	Iteration 40F: 3 clusters Score -2099961 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -2099962.500000 Penalty: 2958.291260
	Iteration 41Q: 3 clusters Score -2099962 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -2099968.750000 Penalty: 2958.291260
	Iteration 42Q: 3 clusters Score -2099969 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -2099970.500000 Penalty: 2958.291260
	Iteration 43Q: 3 clusters Score -2099970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -2099974.750000 Penalty: 2958.291260
	Iteration 44Q: 3 clusters Score -2099975 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -2099981.750000 Penalty: 2958.291260
	Iteration 45Q: 3 clusters Score -2099982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -2099986.250000 Penalty: 2958.291260
	Iteration 46Q: 3 clusters Score -2099986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -2099982.750000 Penalty: 2958.291260
	Iteration 47Q: 3 clusters Score -2099983 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -2099986.250000 Penalty: 2958.291260
	Iteration 48Q: 3 clusters Score -2099986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -2099991.000000 Penalty: 2958.291260
	Iteration 49Q: 3 clusters Score -2099991 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -2099993.000000 Penalty: 2958.291260
	Iteration 50Q: 3 clusters Score -2099993 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -2099993.750000 Penalty: 2958.291260
	Iteration 51Q: 3 clusters Score -2099994 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -2099999.500000 Penalty: 2958.291260
	Iteration 52Q: 3 clusters Score -2100000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -2100003.000000 Penalty: 2958.291260
	Iteration 53Q: 3 clusters Score -2100003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -2100005.750000 Penalty: 2958.291260
	Iteration 54Q: 3 clusters Score -2100006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -2100007.500000 Penalty: 2958.291260
	Iteration 55Q: 3 clusters Score -2100008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -2100007.750000 Penalty: 2958.291260
	Iteration 56Q: 3 clusters Score -2100008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -2100008.500000 Penalty: 2958.291260
	Iteration 57Q: 3 clusters Score -2100008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -2100009.250000 Penalty: 2958.291260
	Iteration 58Q: 3 clusters Score -2100009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -2100011.750000 Penalty: 2958.291260
	Iteration 59Q: 3 clusters Score -2100012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -2100011.500000 Penalty: 2958.291260
	Iteration 60F: 3 clusters Score -2100012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -2100013.750000 Penalty: 2958.291260
	Iteration 61Q: 3 clusters Score -2100014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -2100012.000000 Penalty: 2958.291260
	Iteration 62Q: 3 clusters Score -2100012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -2100012.000000 Penalty: 2958.291260
	Iteration 63F: 3 clusters Score -2100012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Entering Unmasked Estep 
Score: -82343.562500 Penalty: 1028.764160
	Iteration 0F: 2 clusters Score -82343.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -81108.320312 Penalty: 2057.528320
	Iteration 0F: 3 clusters Score -81108.32 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -81391.007812 Penalty: 2057.528320
	Iteration 1F: 3 clusters Score -81391.01 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -81490.312500 Penalty: 2057.528320
	Iteration 2F: 3 clusters Score -81490.31 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -81549.054688 Penalty: 2057.528320
	Iteration 3Q: 3 clusters Score -81549.05 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -81587.781250 Penalty: 2057.528320
	Iteration 4Q: 3 clusters Score -81587.78 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -81616.875000 Penalty: 2057.528320
	Iteration 5Q: 3 clusters Score -81616.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -81630.187500 Penalty: 2057.528320
	Iteration 6Q: 3 clusters Score -81630.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -81643.093750 Penalty: 2057.528320
	Iteration 7Q: 3 clusters Score -81643.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -81651.734375 Penalty: 2057.528320
	Iteration 8Q: 3 clusters Score -81651.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -81657.929688 Penalty: 2057.528320
	Iteration 9Q: 3 clusters Score -81657.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -81661.679688 Penalty: 2057.528320
	Iteration 10Q: 3 clusters Score -81661.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -81668.171875 Penalty: 2057.528320
	Iteration 11Q: 3 clusters Score -81668.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -81671.148438 Penalty: 2057.528320
	Iteration 12Q: 3 clusters Score -81671.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -81672.953125 Penalty: 2057.528320
	Iteration 13Q: 3 clusters Score -81672.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -81675.523438 Penalty: 2057.528320
	Iteration 14Q: 3 clusters Score -81675.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -81676.625000 Penalty: 2057.528320
	Iteration 15Q: 3 clusters Score -81676.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -81676.625000 Penalty: 2057.528320
	Iteration 16F: 3 clusters Score -81676.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (4818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Entering Unmasked Estep 
Score: -522097.531250 Penalty: 1261.840942
	Iteration 0F: 2 clusters Score -522097.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -518532.156250 Penalty: 2523.681885
	Iteration 0F: 3 clusters Score -518532.2 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -519571.250000 Penalty: 2523.681885
	Iteration 1F: 3 clusters Score -519571.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -519765.750000 Penalty: 2523.681885
	Iteration 2F: 3 clusters Score -519765.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -519877.937500 Penalty: 2523.681885
	Iteration 3Q: 3 clusters Score -519877.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -519960.031250 Penalty: 2523.681885
	Iteration 4Q: 3 clusters Score -519960 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -520017.531250 Penalty: 2523.681885
	Iteration 5Q: 3 clusters Score -520017.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -520056.343750 Penalty: 2523.681885
	Iteration 6Q: 3 clusters Score -520056.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -520083.218750 Penalty: 2523.681885
	Iteration 7Q: 3 clusters Score -520083.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -520104.343750 Penalty: 2523.681885
	Iteration 8Q: 3 clusters Score -520104.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -520122.781250 Penalty: 2523.681885
	Iteration 9Q: 3 clusters Score -520122.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -520141.500000 Penalty: 2523.681885
	Iteration 10Q: 3 clusters Score -520141.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -520159.437500 Penalty: 2523.681885
	Iteration 11Q: 3 clusters Score -520159.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -520175.312500 Penalty: 2523.681885
	Iteration 12Q: 3 clusters Score -520175.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -520189.531250 Penalty: 2523.681885
	Iteration 13Q: 3 clusters Score -520189.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -520206.937500 Penalty: 2523.681885
	Iteration 14Q: 3 clusters Score -520206.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -520221.687500 Penalty: 2523.681885
	Iteration 15Q: 3 clusters Score -520221.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -520233.656250 Penalty: 2523.681885
	Iteration 16Q: 3 clusters Score -520233.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -520245.875000 Penalty: 2523.681885
	Iteration 17Q: 3 clusters Score -520245.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -520261.437500 Penalty: 2523.681885
	Iteration 18Q: 3 clusters Score -520261.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -520277.687500 Penalty: 2523.681885
	Iteration 19Q: 3 clusters Score -520277.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -520294.906250 Penalty: 2523.681885
	Iteration 20F: 3 clusters Score -520294.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -520314.562500 Penalty: 2523.681885
	Iteration 21Q: 3 clusters Score -520314.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -520331.406250 Penalty: 2523.681885
	Iteration 22Q: 3 clusters Score -520331.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -520349.125000 Penalty: 2523.681885
	Iteration 23Q: 3 clusters Score -520349.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -520366.531250 Penalty: 2523.681885
	Iteration 24Q: 3 clusters Score -520366.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -520383.250000 Penalty: 2523.681885
	Iteration 25Q: 3 clusters Score -520383.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -520396.281250 Penalty: 2523.681885
	Iteration 26Q: 3 clusters Score -520396.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -520401.937500 Penalty: 2523.681885
	Iteration 27Q: 3 clusters Score -520401.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -520409.687500 Penalty: 2523.681885
	Iteration 28Q: 3 clusters Score -520409.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -520416.218750 Penalty: 2523.681885
	Iteration 29Q: 3 clusters Score -520416.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -520420.375000 Penalty: 2523.681885
	Iteration 30Q: 3 clusters Score -520420.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -520425.687500 Penalty: 2523.681885
	Iteration 31Q: 3 clusters Score -520425.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -520428.093750 Penalty: 2523.681885
	Iteration 32Q: 3 clusters Score -520428.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -520432.656250 Penalty: 2523.681885
	Iteration 33Q: 3 clusters Score -520432.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -520435.718750 Penalty: 2523.681885
	Iteration 34Q: 3 clusters Score -520435.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -520440.875000 Penalty: 2523.681885
	Iteration 35Q: 3 clusters Score -520440.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -520445.843750 Penalty: 2523.681885
	Iteration 36Q: 3 clusters Score -520445.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -520447.500000 Penalty: 2523.681885
	Iteration 37Q: 3 clusters Score -520447.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -520449.687500 Penalty: 2523.681885
	Iteration 38Q: 3 clusters Score -520449.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -520452.875000 Penalty: 2523.681885
	Iteration 39Q: 3 clusters Score -520452.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -520457.343750 Penalty: 2523.681885
	Iteration 40F: 3 clusters Score -520457.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -520463.125000 Penalty: 2523.681885
	Iteration 41Q: 3 clusters Score -520463.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -520467.062500 Penalty: 2523.681885
	Iteration 42Q: 3 clusters Score -520467.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -520471.875000 Penalty: 2523.681885
	Iteration 43Q: 3 clusters Score -520471.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -520475.968750 Penalty: 2523.681885
	Iteration 44Q: 3 clusters Score -520476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -520479.250000 Penalty: 2523.681885
	Iteration 45Q: 3 clusters Score -520479.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -520480.562500 Penalty: 2523.681885
	Iteration 46Q: 3 clusters Score -520480.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -520484.718750 Penalty: 2523.681885
	Iteration 47Q: 3 clusters Score -520484.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -520487.937500 Penalty: 2523.681885
	Iteration 48Q: 3 clusters Score -520487.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -520490.906250 Penalty: 2523.681885
	Iteration 49Q: 3 clusters Score -520490.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -520491.500000 Penalty: 2523.681885
	Iteration 50Q: 3 clusters Score -520491.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -520493.218750 Penalty: 2523.681885
	Iteration 51Q: 3 clusters Score -520493.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -520494.125000 Penalty: 2523.681885
	Iteration 52Q: 3 clusters Score -520494.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -520497.187500 Penalty: 2523.681885
	Iteration 53Q: 3 clusters Score -520497.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -520501.437500 Penalty: 2523.681885
	Iteration 54Q: 3 clusters Score -520501.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -520503.906250 Penalty: 2523.681885
	Iteration 55Q: 3 clusters Score -520503.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -520505.875000 Penalty: 2523.681885
	Iteration 56Q: 3 clusters Score -520505.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -520509.281250 Penalty: 2523.681885
	Iteration 57Q: 3 clusters Score -520509.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -520514.593750 Penalty: 2523.681885
	Iteration 58Q: 3 clusters Score -520514.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -520517.875000 Penalty: 2523.681885
	Iteration 59Q: 3 clusters Score -520517.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -520520.968750 Penalty: 2523.681885
	Iteration 60F: 3 clusters Score -520521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -520524.031250 Penalty: 2523.681885
	Iteration 61Q: 3 clusters Score -520524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -520526.562500 Penalty: 2523.681885
	Iteration 62Q: 3 clusters Score -520526.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -520528.500000 Penalty: 2523.681885
	Iteration 63Q: 3 clusters Score -520528.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -520530.656250 Penalty: 2523.681885
	Iteration 64Q: 3 clusters Score -520530.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -520535.750000 Penalty: 2523.681885
	Iteration 65Q: 3 clusters Score -520535.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -520537.781250 Penalty: 2523.681885
	Iteration 66Q: 3 clusters Score -520537.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -520540.281250 Penalty: 2523.681885
	Iteration 67Q: 3 clusters Score -520540.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -520545.125000 Penalty: 2523.681885
	Iteration 68Q: 3 clusters Score -520545.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -520550.625000 Penalty: 2523.681885
	Iteration 69Q: 3 clusters Score -520550.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -520556.687500 Penalty: 2523.681885
	Iteration 70Q: 3 clusters Score -520556.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -520563.968750 Penalty: 2523.681885
	Iteration 71Q: 3 clusters Score -520564 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -520571.156250 Penalty: 2523.681885
	Iteration 72Q: 3 clusters Score -520571.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -520581.312500 Penalty: 2523.681885
	Iteration 73Q: 3 clusters Score -520581.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -520588.218750 Penalty: 2523.681885
	Iteration 74Q: 3 clusters Score -520588.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -520598.468750 Penalty: 2523.681885
	Iteration 75Q: 3 clusters Score -520598.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -520609.593750 Penalty: 2523.681885
	Iteration 76Q: 3 clusters Score -520609.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -520619.968750 Penalty: 2523.681885
	Iteration 77Q: 3 clusters Score -520620 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -520634.312500 Penalty: 2523.681885
	Iteration 78Q: 3 clusters Score -520634.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -520646.562500 Penalty: 2523.681885
	Iteration 79Q: 3 clusters Score -520646.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -520658.093750 Penalty: 2523.681885
	Iteration 80F: 3 clusters Score -520658.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -520668.906250 Penalty: 2523.681885
	Iteration 81Q: 3 clusters Score -520668.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -520684.250000 Penalty: 2523.681885
	Iteration 82Q: 3 clusters Score -520684.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -520701.125000 Penalty: 2523.681885
	Iteration 83Q: 3 clusters Score -520701.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -520718.468750 Penalty: 2523.681885
	Iteration 84Q: 3 clusters Score -520718.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -520740.968750 Penalty: 2523.681885
	Iteration 85Q: 3 clusters Score -520741 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -520759.406250 Penalty: 2523.681885
	Iteration 86Q: 3 clusters Score -520759.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -520779.437500 Penalty: 2523.681885
	Iteration 87Q: 3 clusters Score -520779.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -520793.968750 Penalty: 2523.681885
	Iteration 88Q: 3 clusters Score -520794 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -520808.562500 Penalty: 2523.681885
	Iteration 89Q: 3 clusters Score -520808.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -520825.187500 Penalty: 2523.681885
	Iteration 90Q: 3 clusters Score -520825.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -520839.343750 Penalty: 2523.681885
	Iteration 91Q: 3 clusters Score -520839.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -520852.968750 Penalty: 2523.681885
	Iteration 92Q: 3 clusters Score -520853 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -520864.000000 Penalty: 2523.681885
	Iteration 93Q: 3 clusters Score -520864 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -520872.750000 Penalty: 2523.681885
	Iteration 94Q: 3 clusters Score -520872.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -520881.156250 Penalty: 2523.681885
	Iteration 95Q: 3 clusters Score -520881.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -520894.531250 Penalty: 2523.681885
	Iteration 96Q: 3 clusters Score -520894.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -520911.406250 Penalty: 2523.681885
	Iteration 97Q: 3 clusters Score -520911.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -520922.468750 Penalty: 2523.681885
	Iteration 98Q: 3 clusters Score -520922.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -520938.468750 Penalty: 2523.681885
	Iteration 99Q: 3 clusters Score -520938.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -520954.250000 Penalty: 2523.681885
	Iteration 100F: 3 clusters Score -520954.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -520964.343750 Penalty: 2523.681885
	Iteration 101Q: 3 clusters Score -520964.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -520973.625000 Penalty: 2523.681885
	Iteration 102Q: 3 clusters Score -520973.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -520984.062500 Penalty: 2523.681885
	Iteration 103Q: 3 clusters Score -520984.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -520994.093750 Penalty: 2523.681885
	Iteration 104Q: 3 clusters Score -520994.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -521001.750000 Penalty: 2523.681885
	Iteration 105Q: 3 clusters Score -521001.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -521005.031250 Penalty: 2523.681885
	Iteration 106Q: 3 clusters Score -521005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -521010.156250 Penalty: 2523.681885
	Iteration 107Q: 3 clusters Score -521010.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -521014.000000 Penalty: 2523.681885
	Iteration 108Q: 3 clusters Score -521014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -521017.187500 Penalty: 2523.681885
	Iteration 109Q: 3 clusters Score -521017.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -521019.062500 Penalty: 2523.681885
	Iteration 110Q: 3 clusters Score -521019.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -521021.437500 Penalty: 2523.681885
	Iteration 111Q: 3 clusters Score -521021.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -521025.593750 Penalty: 2523.681885
	Iteration 112Q: 3 clusters Score -521025.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -521026.531250 Penalty: 2523.681885
	Iteration 113Q: 3 clusters Score -521026.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -521026.531250 Penalty: 2523.681885
	Iteration 114F: 3 clusters Score -521026.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (7664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Entering Unmasked Estep 
Score: -798862.937500 Penalty: 1330.910278
	Iteration 0F: 2 clusters Score -798862.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -793606.062500 Penalty: 2661.820557
	Iteration 0F: 3 clusters Score -793606.1 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -795269.500000 Penalty: 2661.820557
	Iteration 1F: 3 clusters Score -795269.5 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -795819.125000 Penalty: 2661.820557
	Iteration 2F: 3 clusters Score -795819.1 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -796466.687500 Penalty: 2661.820557
	Iteration 3F: 3 clusters Score -796466.7 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -797196.000000 Penalty: 2661.820557
	Iteration 4F: 3 clusters Score -797196 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -797789.562500 Penalty: 2661.820557
	Iteration 5F: 3 clusters Score -797789.6 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -798251.625000 Penalty: 2661.820557
	Iteration 6F: 3 clusters Score -798251.6 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -798605.125000 Penalty: 2661.820557
	Iteration 7F: 3 clusters Score -798605.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -798922.062500 Penalty: 2661.820557
	Iteration 8Q: 3 clusters Score -798922.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -799165.875000 Penalty: 2661.820557
	Iteration 9Q: 3 clusters Score -799165.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -799366.625000 Penalty: 2661.820557
	Iteration 10Q: 3 clusters Score -799366.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -799497.250000 Penalty: 2661.820557
	Iteration 11Q: 3 clusters Score -799497.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -799580.937500 Penalty: 2661.820557
	Iteration 12Q: 3 clusters Score -799580.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -799629.000000 Penalty: 2661.820557
	Iteration 13Q: 3 clusters Score -799629 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -799655.875000 Penalty: 2661.820557
	Iteration 14Q: 3 clusters Score -799655.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -799674.250000 Penalty: 2661.820557
	Iteration 15Q: 3 clusters Score -799674.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -799690.375000 Penalty: 2661.820557
	Iteration 16Q: 3 clusters Score -799690.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -799702.375000 Penalty: 2661.820557
	Iteration 17Q: 3 clusters Score -799702.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -799713.937500 Penalty: 2661.820557
	Iteration 18Q: 3 clusters Score -799713.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -799720.250000 Penalty: 2661.820557
	Iteration 19Q: 3 clusters Score -799720.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -799722.750000 Penalty: 2661.820557
	Iteration 20F: 3 clusters Score -799722.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -799724.812500 Penalty: 2661.820557
	Iteration 21Q: 3 clusters Score -799724.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -799725.375000 Penalty: 2661.820557
	Iteration 22Q: 3 clusters Score -799725.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -799724.687500 Penalty: 2661.820557
	Iteration 23Q: 3 clusters Score -799724.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -799724.687500 Penalty: 2661.820557
	Iteration 24F: 3 clusters Score -799724.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61038 members 
Mstep: Class 2 contains 7419 members 
Mstep: Class 3 contains 6982 members 
Mstep: Class 4 contains 47807 members 
Mstep: Class 5 contains 8215 members 
Mstep: Class 6 contains 11301 members 
Mstep: Class 7 contains 52882 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11030 members 
Mstep: Class 10 contains 11465 members 
Mstep: Class 11 contains 10292 members 
Mstep: Class 12 contains 7477 members 
Mstep: Class 13 contains 20019 members 
Mstep: Class 14 contains 37509 members 
Mstep: Class 15 contains 16475 members 
Mstep: Class 16 contains 21591 members 
Mstep: Class 17 contains 24779 members 
Mstep: Class 18 contains 19724 members 
Mstep: Class 19 contains 414 members 
Mstep: Class 20 contains 197188 members 
Mstep: Class 21 contains 12057 members 
Mstep: Class 22 contains 1782 members 
Mstep: Class 23 contains 6084 members 
Mstep: Class 24 contains 2389 members 
Mstep: Class 25 contains 36643 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14850 members 
Mstep: Class 28 contains 18551 members 
Mstep: Class 29 contains 36584 members 
Mstep: Class 30 contains 10547 members 
Mstep: Class 31 contains 9255 members 
Mstep: Class 32 contains 962 members 
Mstep: Class 33 contains 7994 members 
Mstep: Class 34 contains 3995 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1620 members 
Mstep: Class 37 contains 4377 members 
Mstep: Class 38 contains 3456 members 
Mstep: Class 39 contains 34306 members 
Mstep: Class 40 contains 17990 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2265 members 
Mstep: Class 44 contains 5094 members 
Mstep: Class 45 contains 1925 members 
Mstep: Class 46 contains 1294 members 
Mstep: Class 47 contains 11692 members 
Mstep: Class 48 contains 1782 members 
Mstep: Class 49 contains 1354 members 
Mstep: Class 50 contains 20754 members 
Mstep: Class 51 contains 1006 members 
Mstep: Class 52 contains 4818 members 
Mstep: Class 53 contains 1353 members 
Mstep: Class 54 contains 7646 members 
Mstep: Class 55 contains 1685 members 
Mstep: Class 56 contains 4113 members 
Mstep: Class 57 contains 6311 members 
Entering Unmasked Estep 
Score: -88140584.000000 Penalty: 116282.218750
Splitting cluster 53 changes total score from -88140256.000000 to -88140584.000000
So it's getting split into cluster 57.
Entering ConstructFrom: 
Trying to split cluster 54 (7646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Entering Unmasked Estep 
Score: -755540.312500 Penalty: 1330.560303
	Iteration 0F: 2 clusters Score -755540.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -750227.000000 Penalty: 2661.120605
	Iteration 0F: 3 clusters Score -750227 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -751918.125000 Penalty: 2661.120605
	Iteration 1F: 3 clusters Score -751918.1 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -752226.687500 Penalty: 2661.120605
	Iteration 2F: 3 clusters Score -752226.7 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -752456.000000 Penalty: 2661.120605
	Iteration 3F: 3 clusters Score -752456 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -752630.000000 Penalty: 2661.120605
	Iteration 4Q: 3 clusters Score -752630 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -752764.375000 Penalty: 2661.120605
	Iteration 5Q: 3 clusters Score -752764.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -752857.437500 Penalty: 2661.120605
	Iteration 6Q: 3 clusters Score -752857.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -752957.062500 Penalty: 2661.120605
	Iteration 7Q: 3 clusters Score -752957.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -753071.875000 Penalty: 2661.120605
	Iteration 8Q: 3 clusters Score -753071.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -753201.875000 Penalty: 2661.120605
	Iteration 9Q: 3 clusters Score -753201.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -753366.250000 Penalty: 2661.120605
	Iteration 10Q: 3 clusters Score -753366.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -753547.562500 Penalty: 2661.120605
	Iteration 11Q: 3 clusters Score -753547.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -753761.625000 Penalty: 2661.120605
	Iteration 12Q: 3 clusters Score -753761.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -753995.312500 Penalty: 2661.120605
	Iteration 13Q: 3 clusters Score -753995.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -754242.000000 Penalty: 2661.120605
	Iteration 14Q: 3 clusters Score -754242 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -754451.625000 Penalty: 2661.120605
	Iteration 15Q: 3 clusters Score -754451.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -754656.375000 Penalty: 2661.120605
	Iteration 16Q: 3 clusters Score -754656.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -754765.812500 Penalty: 2661.120605
	Iteration 17Q: 3 clusters Score -754765.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -754825.312500 Penalty: 2661.120605
	Iteration 18Q: 3 clusters Score -754825.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -754858.375000 Penalty: 2661.120605
	Iteration 19Q: 3 clusters Score -754858.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -754882.125000 Penalty: 2661.120605
	Iteration 20F: 3 clusters Score -754882.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -754895.750000 Penalty: 2661.120605
	Iteration 21Q: 3 clusters Score -754895.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -754912.562500 Penalty: 2661.120605
	Iteration 22Q: 3 clusters Score -754912.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -754920.937500 Penalty: 2661.120605
	Iteration 23Q: 3 clusters Score -754920.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -754928.187500 Penalty: 2661.120605
	Iteration 24Q: 3 clusters Score -754928.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -754931.625000 Penalty: 2661.120605
	Iteration 25Q: 3 clusters Score -754931.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -754934.187500 Penalty: 2661.120605
	Iteration 26Q: 3 clusters Score -754934.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -754936.750000 Penalty: 2661.120605
	Iteration 27Q: 3 clusters Score -754936.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -754939.500000 Penalty: 2661.120605
	Iteration 28Q: 3 clusters Score -754939.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -754939.000000 Penalty: 2661.120605
	Iteration 29Q: 3 clusters Score -754939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -754938.687500 Penalty: 2661.120605
	Iteration 30Q: 3 clusters Score -754938.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -754939.312500 Penalty: 2661.120605
	Iteration 31Q: 3 clusters Score -754939.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -754939.437500 Penalty: 2661.120605
	Iteration 32Q: 3 clusters Score -754939.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -754940.125000 Penalty: 2661.120605
	Iteration 33Q: 3 clusters Score -754940.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -754940.312500 Penalty: 2661.120605
	Iteration 34Q: 3 clusters Score -754940.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -754940.312500 Penalty: 2661.120605
	Iteration 35F: 3 clusters Score -754940.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (1685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Entering Unmasked Estep 
Score: -154913.781250 Penalty: 1105.512695
	Iteration 0F: 2 clusters Score -154913.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -153215.859375 Penalty: 2211.025391
	Iteration 0F: 3 clusters Score -153215.9 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -153669.593750 Penalty: 2211.025391
	Iteration 1F: 3 clusters Score -153669.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -153796.031250 Penalty: 2211.025391
	Iteration 2F: 3 clusters Score -153796 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -153866.890625 Penalty: 2211.025391
	Iteration 3Q: 3 clusters Score -153866.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -153905.546875 Penalty: 2211.025391
	Iteration 4Q: 3 clusters Score -153905.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -153933.796875 Penalty: 2211.025391
	Iteration 5Q: 3 clusters Score -153933.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -153956.375000 Penalty: 2211.025391
	Iteration 6Q: 3 clusters Score -153956.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -153964.281250 Penalty: 2211.025391
	Iteration 7Q: 3 clusters Score -153964.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -153970.703125 Penalty: 2211.025391
	Iteration 8Q: 3 clusters Score -153970.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -153975.437500 Penalty: 2211.025391
	Iteration 9Q: 3 clusters Score -153975.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -153984.578125 Penalty: 2211.025391
	Iteration 10Q: 3 clusters Score -153984.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -153991.796875 Penalty: 2211.025391
	Iteration 11Q: 3 clusters Score -153991.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -153998.171875 Penalty: 2211.025391
	Iteration 12Q: 3 clusters Score -153998.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -154002.531250 Penalty: 2211.025391
	Iteration 13Q: 3 clusters Score -154002.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -154003.406250 Penalty: 2211.025391
	Iteration 14Q: 3 clusters Score -154003.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -154004.859375 Penalty: 2211.025391
	Iteration 15Q: 3 clusters Score -154004.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -154009.453125 Penalty: 2211.025391
	Iteration 16Q: 3 clusters Score -154009.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -154017.250000 Penalty: 2211.025391
	Iteration 17Q: 3 clusters Score -154017.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -154022.656250 Penalty: 2211.025391
	Iteration 18Q: 3 clusters Score -154022.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -154024.328125 Penalty: 2211.025391
	Iteration 19Q: 3 clusters Score -154024.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -154025.093750 Penalty: 2211.025391
	Iteration 20F: 3 clusters Score -154025.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (4113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Entering Unmasked Estep 
Score: -417574.656250 Penalty: 1238.299927
	Iteration 0F: 2 clusters Score -417574.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -414414.093750 Penalty: 2476.599854
	Iteration 0F: 3 clusters Score -414414.1 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -415403.500000 Penalty: 2476.599854
	Iteration 1F: 3 clusters Score -415403.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -415678.250000 Penalty: 2476.599854
	Iteration 2F: 3 clusters Score -415678.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -415878.437500 Penalty: 2476.599854
	Iteration 3F: 3 clusters Score -415878.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -416027.718750 Penalty: 2476.599854
	Iteration 4Q: 3 clusters Score -416027.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -416146.375000 Penalty: 2476.599854
	Iteration 5Q: 3 clusters Score -416146.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -416236.562500 Penalty: 2476.599854
	Iteration 6Q: 3 clusters Score -416236.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -416323.281250 Penalty: 2476.599854
	Iteration 7Q: 3 clusters Score -416323.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -416392.031250 Penalty: 2476.599854
	Iteration 8Q: 3 clusters Score -416392 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -416453.593750 Penalty: 2476.599854
	Iteration 9Q: 3 clusters Score -416453.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -416510.750000 Penalty: 2476.599854
	Iteration 10Q: 3 clusters Score -416510.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -416563.968750 Penalty: 2476.599854
	Iteration 11Q: 3 clusters Score -416564 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -416602.375000 Penalty: 2476.599854
	Iteration 12Q: 3 clusters Score -416602.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -416634.250000 Penalty: 2476.599854
	Iteration 13Q: 3 clusters Score -416634.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -416661.750000 Penalty: 2476.599854
	Iteration 14Q: 3 clusters Score -416661.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -416676.687500 Penalty: 2476.599854
	Iteration 15Q: 3 clusters Score -416676.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -416696.812500 Penalty: 2476.599854
	Iteration 16Q: 3 clusters Score -416696.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -416711.437500 Penalty: 2476.599854
	Iteration 17Q: 3 clusters Score -416711.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -416722.187500 Penalty: 2476.599854
	Iteration 18Q: 3 clusters Score -416722.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -416729.437500 Penalty: 2476.599854
	Iteration 19Q: 3 clusters Score -416729.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -416735.968750 Penalty: 2476.599854
	Iteration 20F: 3 clusters Score -416736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -416739.593750 Penalty: 2476.599854
	Iteration 21Q: 3 clusters Score -416739.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -416744.281250 Penalty: 2476.599854
	Iteration 22Q: 3 clusters Score -416744.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -416746.906250 Penalty: 2476.599854
	Iteration 23Q: 3 clusters Score -416746.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -416750.875000 Penalty: 2476.599854
	Iteration 24Q: 3 clusters Score -416750.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -416751.562500 Penalty: 2476.599854
	Iteration 25Q: 3 clusters Score -416751.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -416752.750000 Penalty: 2476.599854
	Iteration 26Q: 3 clusters Score -416752.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -416752.812500 Penalty: 2476.599854
	Iteration 27Q: 3 clusters Score -416752.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -416752.531250 Penalty: 2476.599854
	Iteration 28Q: 3 clusters Score -416752.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -416752.531250 Penalty: 2476.599854
	Iteration 29F: 3 clusters Score -416752.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61038 members 
Mstep: Class 2 contains 7419 members 
Mstep: Class 3 contains 6982 members 
Mstep: Class 4 contains 47807 members 
Mstep: Class 5 contains 8215 members 
Mstep: Class 6 contains 11301 members 
Mstep: Class 7 contains 52882 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11030 members 
Mstep: Class 10 contains 11465 members 
Mstep: Class 11 contains 10292 members 
Mstep: Class 12 contains 7477 members 
Mstep: Class 13 contains 20019 members 
Mstep: Class 14 contains 37509 members 
Mstep: Class 15 contains 16475 members 
Mstep: Class 16 contains 21591 members 
Mstep: Class 17 contains 24779 members 
Mstep: Class 18 contains 19724 members 
Mstep: Class 19 contains 414 members 
Mstep: Class 20 contains 197188 members 
Mstep: Class 21 contains 12057 members 
Mstep: Class 22 contains 1782 members 
Mstep: Class 23 contains 6084 members 
Mstep: Class 24 contains 2389 members 
Mstep: Class 25 contains 36643 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14850 members 
Mstep: Class 28 contains 18551 members 
Mstep: Class 29 contains 36584 members 
Mstep: Class 30 contains 10547 members 
Mstep: Class 31 contains 9255 members 
Mstep: Class 32 contains 962 members 
Mstep: Class 33 contains 7994 members 
Mstep: Class 34 contains 3995 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1620 members 
Mstep: Class 37 contains 4377 members 
Mstep: Class 38 contains 3456 members 
Mstep: Class 39 contains 34306 members 
Mstep: Class 40 contains 17990 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2265 members 
Mstep: Class 44 contains 5094 members 
Mstep: Class 45 contains 1925 members 
Mstep: Class 46 contains 1294 members 
Mstep: Class 47 contains 11692 members 
Mstep: Class 48 contains 1782 members 
Mstep: Class 49 contains 1354 members 
Mstep: Class 50 contains 20754 members 
Mstep: Class 51 contains 1006 members 
Mstep: Class 52 contains 4818 members 
Mstep: Class 53 contains 1353 members 
Mstep: Class 54 contains 7646 members 
Mstep: Class 55 contains 1685 members 
Mstep: Class 56 contains 4113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140720.000000 Penalty: 116282.218750
Iteration 399Q: 58 clusters Score -8.814072e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61036 members 
Mstep: Class 2 contains 7419 members 
Mstep: Class 3 contains 6983 members 
Mstep: Class 4 contains 47803 members 
Mstep: Class 5 contains 8217 members 
Mstep: Class 6 contains 11301 members 
Mstep: Class 7 contains 52878 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11031 members 
Mstep: Class 10 contains 11466 members 
Mstep: Class 11 contains 10292 members 
Mstep: Class 12 contains 7476 members 
Mstep: Class 13 contains 20024 members 
Mstep: Class 14 contains 37509 members 
Mstep: Class 15 contains 16476 members 
Mstep: Class 16 contains 21586 members 
Mstep: Class 17 contains 24783 members 
Mstep: Class 18 contains 19726 members 
Mstep: Class 19 contains 414 members 
Mstep: Class 20 contains 197200 members 
Mstep: Class 21 contains 12058 members 
Mstep: Class 22 contains 1783 members 
Mstep: Class 23 contains 6083 members 
Mstep: Class 24 contains 2389 members 
Mstep: Class 25 contains 36647 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14851 members 
Mstep: Class 28 contains 18597 members 
Mstep: Class 29 contains 36578 members 
Mstep: Class 30 contains 10548 members 
Mstep: Class 31 contains 9256 members 
Mstep: Class 32 contains 962 members 
Mstep: Class 33 contains 7994 members 
Mstep: Class 34 contains 3991 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1621 members 
Mstep: Class 37 contains 4377 members 
Mstep: Class 38 contains 3456 members 
Mstep: Class 39 contains 34309 members 
Mstep: Class 40 contains 17991 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2261 members 
Mstep: Class 44 contains 5094 members 
Mstep: Class 45 contains 1924 members 
Mstep: Class 46 contains 1295 members 
Mstep: Class 47 contains 11693 members 
Mstep: Class 48 contains 1782 members 
Mstep: Class 49 contains 1354 members 
Mstep: Class 50 contains 20751 members 
Mstep: Class 51 contains 1006 members 
Mstep: Class 52 contains 4818 members 
Mstep: Class 53 contains 1329 members 
Mstep: Class 54 contains 7666 members 
Mstep: Class 55 contains 1685 members 
Mstep: Class 56 contains 4112 members 
Mstep: Class 57 contains 6260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140800.000000 Penalty: 116282.218750
Iteration 400F: 58 clusters Score -8.81408e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61028 members 
Mstep: Class 2 contains 7419 members 
Mstep: Class 3 contains 6983 members 
Mstep: Class 4 contains 47801 members 
Mstep: Class 5 contains 8221 members 
Mstep: Class 6 contains 11301 members 
Mstep: Class 7 contains 52874 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11031 members 
Mstep: Class 10 contains 11466 members 
Mstep: Class 11 contains 10292 members 
Mstep: Class 12 contains 7474 members 
Mstep: Class 13 contains 20026 members 
Mstep: Class 14 contains 37508 members 
Mstep: Class 15 contains 16476 members 
Mstep: Class 16 contains 21582 members 
Mstep: Class 17 contains 24786 members 
Mstep: Class 18 contains 19727 members 
Mstep: Class 19 contains 414 members 
Mstep: Class 20 contains 197134 members 
Mstep: Class 21 contains 12059 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 6080 members 
Mstep: Class 24 contains 2392 members 
Mstep: Class 25 contains 36643 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14851 members 
Mstep: Class 28 contains 18415 members 
Mstep: Class 29 contains 36575 members 
Mstep: Class 30 contains 10549 members 
Mstep: Class 31 contains 9257 members 
Mstep: Class 32 contains 962 members 
Mstep: Class 33 contains 7993 members 
Mstep: Class 34 contains 3990 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1621 members 
Mstep: Class 37 contains 4376 members 
Mstep: Class 38 contains 3456 members 
Mstep: Class 39 contains 34310 members 
Mstep: Class 40 contains 17991 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2259 members 
Mstep: Class 44 contains 5094 members 
Mstep: Class 45 contains 1924 members 
Mstep: Class 46 contains 1297 members 
Mstep: Class 47 contains 11693 members 
Mstep: Class 48 contains 1783 members 
Mstep: Class 49 contains 1354 members 
Mstep: Class 50 contains 20750 members 
Mstep: Class 51 contains 1006 members 
Mstep: Class 52 contains 4818 members 
Mstep: Class 53 contains 1312 members 
Mstep: Class 54 contains 7685 members 
Mstep: Class 55 contains 1685 members 
Mstep: Class 56 contains 4112 members 
Mstep: Class 57 contains 6526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88140816.000000 Penalty: 116282.218750
Iteration 401Q: 58 clusters Score -8.814082e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61020 members 
Mstep: Class 2 contains 7418 members 
Mstep: Class 3 contains 6983 members 
Mstep: Class 4 contains 47801 members 
Mstep: Class 5 contains 8215 members 
Mstep: Class 6 contains 11301 members 
Mstep: Class 7 contains 52868 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11031 members 
Mstep: Class 10 contains 11466 members 
Mstep: Class 11 contains 10292 members 
Mstep: Class 12 contains 7474 members 
Mstep: Class 13 contains 20028 members 
Mstep: Class 14 contains 37508 members 
Mstep: Class 15 contains 16476 members 
Mstep: Class 16 contains 21573 members 
Mstep: Class 17 contains 24778 members 
Mstep: Class 18 contains 19727 members 
Mstep: Class 19 contains 414 members 
Mstep: Class 20 contains 197095 members 
Mstep: Class 21 contains 12056 members 
Mstep: Class 22 contains 1779 members 
Mstep: Class 23 contains 6078 members 
Mstep: Class 24 contains 2393 members 
Mstep: Class 25 contains 36638 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14850 members 
Mstep: Class 28 contains 18305 members 
Mstep: Class 29 contains 36574 members 
Mstep: Class 30 contains 10550 members 
Mstep: Class 31 contains 9257 members 
Mstep: Class 32 contains 962 members 
Mstep: Class 33 contains 7993 members 
Mstep: Class 34 contains 3987 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1621 members 
Mstep: Class 37 contains 4376 members 
Mstep: Class 38 contains 3456 members 
Mstep: Class 39 contains 34315 members 
Mstep: Class 40 contains 17991 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2258 members 
Mstep: Class 44 contains 5094 members 
Mstep: Class 45 contains 1924 members 
Mstep: Class 46 contains 1297 members 
Mstep: Class 47 contains 11694 members 
Mstep: Class 48 contains 1784 members 
Mstep: Class 49 contains 1354 members 
Mstep: Class 50 contains 20750 members 
Mstep: Class 51 contains 1006 members 
Mstep: Class 52 contains 4818 members 
Mstep: Class 53 contains 1312 members 
Mstep: Class 54 contains 7702 members 
Mstep: Class 55 contains 1685 members 
Mstep: Class 56 contains 4112 members 
Mstep: Class 57 contains 6702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141072.000000 Penalty: 116282.218750
Iteration 402Q: 58 clusters Score -8.814107e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61020 members 
Mstep: Class 2 contains 7417 members 
Mstep: Class 3 contains 6982 members 
Mstep: Class 4 contains 47803 members 
Mstep: Class 5 contains 8217 members 
Mstep: Class 6 contains 11301 members 
Mstep: Class 7 contains 52850 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11032 members 
Mstep: Class 10 contains 11466 members 
Mstep: Class 11 contains 10292 members 
Mstep: Class 12 contains 7474 members 
Mstep: Class 13 contains 20030 members 
Mstep: Class 14 contains 37508 members 
Mstep: Class 15 contains 16476 members 
Mstep: Class 16 contains 21560 members 
Mstep: Class 17 contains 24768 members 
Mstep: Class 18 contains 19727 members 
Mstep: Class 19 contains 414 members 
Mstep: Class 20 contains 197061 members 
Mstep: Class 21 contains 12054 members 
Mstep: Class 22 contains 1779 members 
Mstep: Class 23 contains 6077 members 
Mstep: Class 24 contains 2397 members 
Mstep: Class 25 contains 36635 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14852 members 
Mstep: Class 28 contains 18224 members 
Mstep: Class 29 contains 36571 members 
Mstep: Class 30 contains 10550 members 
Mstep: Class 31 contains 9256 members 
Mstep: Class 32 contains 962 members 
Mstep: Class 33 contains 7993 members 
Mstep: Class 34 contains 3983 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1621 members 
Mstep: Class 37 contains 4376 members 
Mstep: Class 38 contains 3457 members 
Mstep: Class 39 contains 34322 members 
Mstep: Class 40 contains 17990 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2255 members 
Mstep: Class 44 contains 5094 members 
Mstep: Class 45 contains 1923 members 
Mstep: Class 46 contains 1297 members 
Mstep: Class 47 contains 11695 members 
Mstep: Class 48 contains 1784 members 
Mstep: Class 49 contains 1353 members 
Mstep: Class 50 contains 20749 members 
Mstep: Class 51 contains 1006 members 
Mstep: Class 52 contains 4818 members 
Mstep: Class 53 contains 1316 members 
Mstep: Class 54 contains 7721 members 
Mstep: Class 55 contains 1684 members 
Mstep: Class 56 contains 4112 members 
Mstep: Class 57 contains 6837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141224.000000 Penalty: 116282.218750
Iteration 403Q: 58 clusters Score -8.814122e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61025 members 
Mstep: Class 2 contains 7416 members 
Mstep: Class 3 contains 6981 members 
Mstep: Class 4 contains 47807 members 
Mstep: Class 5 contains 8216 members 
Mstep: Class 6 contains 11300 members 
Mstep: Class 7 contains 52835 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11032 members 
Mstep: Class 10 contains 11466 members 
Mstep: Class 11 contains 10292 members 
Mstep: Class 12 contains 7479 members 
Mstep: Class 13 contains 20032 members 
Mstep: Class 14 contains 37503 members 
Mstep: Class 15 contains 16476 members 
Mstep: Class 16 contains 21551 members 
Mstep: Class 17 contains 24764 members 
Mstep: Class 18 contains 19728 members 
Mstep: Class 19 contains 414 members 
Mstep: Class 20 contains 197042 members 
Mstep: Class 21 contains 12052 members 
Mstep: Class 22 contains 1779 members 
Mstep: Class 23 contains 6076 members 
Mstep: Class 24 contains 2397 members 
Mstep: Class 25 contains 36635 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14849 members 
Mstep: Class 28 contains 18155 members 
Mstep: Class 29 contains 36563 members 
Mstep: Class 30 contains 10551 members 
Mstep: Class 31 contains 9263 members 
Mstep: Class 32 contains 961 members 
Mstep: Class 33 contains 7993 members 
Mstep: Class 34 contains 3972 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1622 members 
Mstep: Class 37 contains 4375 members 
Mstep: Class 38 contains 3459 members 
Mstep: Class 39 contains 34327 members 
Mstep: Class 40 contains 17989 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2246 members 
Mstep: Class 44 contains 5094 members 
Mstep: Class 45 contains 1922 members 
Mstep: Class 46 contains 1297 members 
Mstep: Class 47 contains 11695 members 
Mstep: Class 48 contains 1784 members 
Mstep: Class 49 contains 1352 members 
Mstep: Class 50 contains 20752 members 
Mstep: Class 51 contains 1006 members 
Mstep: Class 52 contains 4818 members 
Mstep: Class 53 contains 1318 members 
Mstep: Class 54 contains 7743 members 
Mstep: Class 55 contains 1685 members 
Mstep: Class 56 contains 4112 members 
Mstep: Class 57 contains 6940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141320.000000 Penalty: 116282.218750
Iteration 404Q: 58 clusters Score -8.814132e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61027 members 
Mstep: Class 2 contains 7415 members 
Mstep: Class 3 contains 6981 members 
Mstep: Class 4 contains 47808 members 
Mstep: Class 5 contains 8213 members 
Mstep: Class 6 contains 11298 members 
Mstep: Class 7 contains 52815 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11032 members 
Mstep: Class 10 contains 11466 members 
Mstep: Class 11 contains 10292 members 
Mstep: Class 12 contains 7478 members 
Mstep: Class 13 contains 20037 members 
Mstep: Class 14 contains 37501 members 
Mstep: Class 15 contains 16476 members 
Mstep: Class 16 contains 21541 members 
Mstep: Class 17 contains 24759 members 
Mstep: Class 18 contains 19730 members 
Mstep: Class 19 contains 414 members 
Mstep: Class 20 contains 197030 members 
Mstep: Class 21 contains 12050 members 
Mstep: Class 22 contains 1779 members 
Mstep: Class 23 contains 6075 members 
Mstep: Class 24 contains 2399 members 
Mstep: Class 25 contains 36636 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14848 members 
Mstep: Class 28 contains 18097 members 
Mstep: Class 29 contains 36555 members 
Mstep: Class 30 contains 10552 members 
Mstep: Class 31 contains 9277 members 
Mstep: Class 32 contains 961 members 
Mstep: Class 33 contains 7995 members 
Mstep: Class 34 contains 3965 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1622 members 
Mstep: Class 37 contains 4375 members 
Mstep: Class 38 contains 3462 members 
Mstep: Class 39 contains 34331 members 
Mstep: Class 40 contains 17989 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2243 members 
Mstep: Class 44 contains 5094 members 
Mstep: Class 45 contains 1920 members 
Mstep: Class 46 contains 1297 members 
Mstep: Class 47 contains 11687 members 
Mstep: Class 48 contains 1784 members 
Mstep: Class 49 contains 1352 members 
Mstep: Class 50 contains 20750 members 
Mstep: Class 51 contains 1006 members 
Mstep: Class 52 contains 4818 members 
Mstep: Class 53 contains 1320 members 
Mstep: Class 54 contains 7756 members 
Mstep: Class 55 contains 1684 members 
Mstep: Class 56 contains 4113 members 
Mstep: Class 57 contains 7036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141408.000000 Penalty: 116282.218750
Iteration 405Q: 58 clusters Score -8.814141e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61027 members 
Mstep: Class 2 contains 7416 members 
Mstep: Class 3 contains 6981 members 
Mstep: Class 4 contains 47811 members 
Mstep: Class 5 contains 8215 members 
Mstep: Class 6 contains 11298 members 
Mstep: Class 7 contains 52782 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11032 members 
Mstep: Class 10 contains 11466 members 
Mstep: Class 11 contains 10292 members 
Mstep: Class 12 contains 7480 members 
Mstep: Class 13 contains 20038 members 
Mstep: Class 14 contains 37499 members 
Mstep: Class 15 contains 16475 members 
Mstep: Class 16 contains 21535 members 
Mstep: Class 17 contains 24767 members 
Mstep: Class 18 contains 19729 members 
Mstep: Class 19 contains 414 members 
Mstep: Class 20 contains 197010 members 
Mstep: Class 21 contains 12050 members 
Mstep: Class 22 contains 1779 members 
Mstep: Class 23 contains 6072 members 
Mstep: Class 24 contains 2400 members 
Mstep: Class 25 contains 36636 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14847 members 
Mstep: Class 28 contains 18053 members 
Mstep: Class 29 contains 36548 members 
Mstep: Class 30 contains 10553 members 
Mstep: Class 31 contains 9286 members 
Mstep: Class 32 contains 961 members 
Mstep: Class 33 contains 7993 members 
Mstep: Class 34 contains 3962 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1622 members 
Mstep: Class 37 contains 4376 members 
Mstep: Class 38 contains 3461 members 
Mstep: Class 39 contains 34336 members 
Mstep: Class 40 contains 17989 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2241 members 
Mstep: Class 44 contains 5094 members 
Mstep: Class 45 contains 1919 members 
Mstep: Class 46 contains 1297 members 
Mstep: Class 47 contains 11692 members 
Mstep: Class 48 contains 1784 members 
Mstep: Class 49 contains 1352 members 
Mstep: Class 50 contains 20749 members 
Mstep: Class 51 contains 1006 members 
Mstep: Class 52 contains 4818 members 
Mstep: Class 53 contains 1322 members 
Mstep: Class 54 contains 7769 members 
Mstep: Class 55 contains 1685 members 
Mstep: Class 56 contains 4113 members 
Mstep: Class 57 contains 7109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141464.000000 Penalty: 116282.218750
Iteration 406Q: 58 clusters Score -8.814146e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61027 members 
Mstep: Class 2 contains 7419 members 
Mstep: Class 3 contains 6982 members 
Mstep: Class 4 contains 47813 members 
Mstep: Class 5 contains 8216 members 
Mstep: Class 6 contains 11297 members 
Mstep: Class 7 contains 52743 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11032 members 
Mstep: Class 10 contains 11466 members 
Mstep: Class 11 contains 10292 members 
Mstep: Class 12 contains 7480 members 
Mstep: Class 13 contains 20039 members 
Mstep: Class 14 contains 37498 members 
Mstep: Class 15 contains 16475 members 
Mstep: Class 16 contains 21528 members 
Mstep: Class 17 contains 24768 members 
Mstep: Class 18 contains 19727 members 
Mstep: Class 19 contains 414 members 
Mstep: Class 20 contains 196991 members 
Mstep: Class 21 contains 12050 members 
Mstep: Class 22 contains 1777 members 
Mstep: Class 23 contains 6069 members 
Mstep: Class 24 contains 2399 members 
Mstep: Class 25 contains 36637 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14846 members 
Mstep: Class 28 contains 18040 members 
Mstep: Class 29 contains 36543 members 
Mstep: Class 30 contains 10555 members 
Mstep: Class 31 contains 9298 members 
Mstep: Class 32 contains 961 members 
Mstep: Class 33 contains 7992 members 
Mstep: Class 34 contains 3958 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1622 members 
Mstep: Class 37 contains 4377 members 
Mstep: Class 38 contains 3462 members 
Mstep: Class 39 contains 34338 members 
Mstep: Class 40 contains 17987 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2238 members 
Mstep: Class 44 contains 5094 members 
Mstep: Class 45 contains 1918 members 
Mstep: Class 46 contains 1297 members 
Mstep: Class 47 contains 11692 members 
Mstep: Class 48 contains 1784 members 
Mstep: Class 49 contains 1351 members 
Mstep: Class 50 contains 20749 members 
Mstep: Class 51 contains 1006 members 
Mstep: Class 52 contains 4819 members 
Mstep: Class 53 contains 1323 members 
Mstep: Class 54 contains 7780 members 
Mstep: Class 55 contains 1687 members 
Mstep: Class 56 contains 4113 members 
Mstep: Class 57 contains 7172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141632.000000 Penalty: 116282.218750
Iteration 407Q: 58 clusters Score -8.814163e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61025 members 
Mstep: Class 2 contains 7421 members 
Mstep: Class 3 contains 6982 members 
Mstep: Class 4 contains 47812 members 
Mstep: Class 5 contains 8219 members 
Mstep: Class 6 contains 11294 members 
Mstep: Class 7 contains 52713 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11032 members 
Mstep: Class 10 contains 11466 members 
Mstep: Class 11 contains 10292 members 
Mstep: Class 12 contains 7483 members 
Mstep: Class 13 contains 20044 members 
Mstep: Class 14 contains 37498 members 
Mstep: Class 15 contains 16475 members 
Mstep: Class 16 contains 21532 members 
Mstep: Class 17 contains 24757 members 
Mstep: Class 18 contains 19726 members 
Mstep: Class 19 contains 414 members 
Mstep: Class 20 contains 196967 members 
Mstep: Class 21 contains 12050 members 
Mstep: Class 22 contains 1779 members 
Mstep: Class 23 contains 6066 members 
Mstep: Class 24 contains 2399 members 
Mstep: Class 25 contains 36638 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14844 members 
Mstep: Class 28 contains 18023 members 
Mstep: Class 29 contains 36542 members 
Mstep: Class 30 contains 10555 members 
Mstep: Class 31 contains 9311 members 
Mstep: Class 32 contains 961 members 
Mstep: Class 33 contains 7991 members 
Mstep: Class 34 contains 3954 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1622 members 
Mstep: Class 37 contains 4377 members 
Mstep: Class 38 contains 3462 members 
Mstep: Class 39 contains 34343 members 
Mstep: Class 40 contains 17987 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2236 members 
Mstep: Class 44 contains 5094 members 
Mstep: Class 45 contains 1915 members 
Mstep: Class 46 contains 1298 members 
Mstep: Class 47 contains 11691 members 
Mstep: Class 48 contains 1784 members 
Mstep: Class 49 contains 1350 members 
Mstep: Class 50 contains 20747 members 
Mstep: Class 51 contains 1006 members 
Mstep: Class 52 contains 4822 members 
Mstep: Class 53 contains 1327 members 
Mstep: Class 54 contains 7793 members 
Mstep: Class 55 contains 1687 members 
Mstep: Class 56 contains 4113 members 
Mstep: Class 57 contains 7222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141744.000000 Penalty: 116282.218750
Iteration 408Q: 58 clusters Score -8.814174e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61007 members 
Mstep: Class 2 contains 7421 members 
Mstep: Class 3 contains 6982 members 
Mstep: Class 4 contains 47816 members 
Mstep: Class 5 contains 8220 members 
Mstep: Class 6 contains 11293 members 
Mstep: Class 7 contains 52691 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11032 members 
Mstep: Class 10 contains 11466 members 
Mstep: Class 11 contains 10292 members 
Mstep: Class 12 contains 7485 members 
Mstep: Class 13 contains 20051 members 
Mstep: Class 14 contains 37499 members 
Mstep: Class 15 contains 16475 members 
Mstep: Class 16 contains 21532 members 
Mstep: Class 17 contains 24749 members 
Mstep: Class 18 contains 19726 members 
Mstep: Class 19 contains 414 members 
Mstep: Class 20 contains 196950 members 
Mstep: Class 21 contains 12050 members 
Mstep: Class 22 contains 1779 members 
Mstep: Class 23 contains 6066 members 
Mstep: Class 24 contains 2400 members 
Mstep: Class 25 contains 36638 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14844 members 
Mstep: Class 28 contains 18019 members 
Mstep: Class 29 contains 36540 members 
Mstep: Class 30 contains 10556 members 
Mstep: Class 31 contains 9320 members 
Mstep: Class 32 contains 961 members 
Mstep: Class 33 contains 7990 members 
Mstep: Class 34 contains 3948 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1622 members 
Mstep: Class 37 contains 4378 members 
Mstep: Class 38 contains 3464 members 
Mstep: Class 39 contains 34349 members 
Mstep: Class 40 contains 17987 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2234 members 
Mstep: Class 44 contains 5094 members 
Mstep: Class 45 contains 1914 members 
Mstep: Class 46 contains 1299 members 
Mstep: Class 47 contains 11682 members 
Mstep: Class 48 contains 1784 members 
Mstep: Class 49 contains 1350 members 
Mstep: Class 50 contains 20747 members 
Mstep: Class 51 contains 1006 members 
Mstep: Class 52 contains 4822 members 
Mstep: Class 53 contains 1330 members 
Mstep: Class 54 contains 7806 members 
Mstep: Class 55 contains 1687 members 
Mstep: Class 56 contains 4112 members 
Mstep: Class 57 contains 7262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141712.000000 Penalty: 116282.218750
Iteration 409Q: 58 clusters Score -8.814171e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61001 members 
Mstep: Class 2 contains 7421 members 
Mstep: Class 3 contains 6982 members 
Mstep: Class 4 contains 47818 members 
Mstep: Class 5 contains 8224 members 
Mstep: Class 6 contains 11291 members 
Mstep: Class 7 contains 52665 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11032 members 
Mstep: Class 10 contains 11466 members 
Mstep: Class 11 contains 10292 members 
Mstep: Class 12 contains 7483 members 
Mstep: Class 13 contains 20056 members 
Mstep: Class 14 contains 37497 members 
Mstep: Class 15 contains 16475 members 
Mstep: Class 16 contains 21529 members 
Mstep: Class 17 contains 24741 members 
Mstep: Class 18 contains 19723 members 
Mstep: Class 19 contains 414 members 
Mstep: Class 20 contains 196935 members 
Mstep: Class 21 contains 12049 members 
Mstep: Class 22 contains 1779 members 
Mstep: Class 23 contains 6066 members 
Mstep: Class 24 contains 2401 members 
Mstep: Class 25 contains 36641 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14844 members 
Mstep: Class 28 contains 18011 members 
Mstep: Class 29 contains 36533 members 
Mstep: Class 30 contains 10556 members 
Mstep: Class 31 contains 9335 members 
Mstep: Class 32 contains 961 members 
Mstep: Class 33 contains 7990 members 
Mstep: Class 34 contains 3944 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1622 members 
Mstep: Class 37 contains 4378 members 
Mstep: Class 38 contains 3468 members 
Mstep: Class 39 contains 34353 members 
Mstep: Class 40 contains 17987 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2230 members 
Mstep: Class 44 contains 5094 members 
Mstep: Class 45 contains 1914 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11675 members 
Mstep: Class 48 contains 1785 members 
Mstep: Class 49 contains 1350 members 
Mstep: Class 50 contains 20748 members 
Mstep: Class 51 contains 1006 members 
Mstep: Class 52 contains 4821 members 
Mstep: Class 53 contains 1335 members 
Mstep: Class 54 contains 7821 members 
Mstep: Class 55 contains 1686 members 
Mstep: Class 56 contains 4114 members 
Mstep: Class 57 contains 7299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141624.000000 Penalty: 116282.218750
Iteration 410Q: 58 clusters Score -8.814162e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 60999 members 
Mstep: Class 2 contains 7420 members 
Mstep: Class 3 contains 6982 members 
Mstep: Class 4 contains 47818 members 
Mstep: Class 5 contains 8222 members 
Mstep: Class 6 contains 11291 members 
Mstep: Class 7 contains 52638 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11032 members 
Mstep: Class 10 contains 11466 members 
Mstep: Class 11 contains 10292 members 
Mstep: Class 12 contains 7482 members 
Mstep: Class 13 contains 20064 members 
Mstep: Class 14 contains 37495 members 
Mstep: Class 15 contains 16475 members 
Mstep: Class 16 contains 21523 members 
Mstep: Class 17 contains 24740 members 
Mstep: Class 18 contains 19719 members 
Mstep: Class 19 contains 414 members 
Mstep: Class 20 contains 196923 members 
Mstep: Class 21 contains 12048 members 
Mstep: Class 22 contains 1779 members 
Mstep: Class 23 contains 6068 members 
Mstep: Class 24 contains 2400 members 
Mstep: Class 25 contains 36645 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14840 members 
Mstep: Class 28 contains 17998 members 
Mstep: Class 29 contains 36526 members 
Mstep: Class 30 contains 10556 members 
Mstep: Class 31 contains 9347 members 
Mstep: Class 32 contains 961 members 
Mstep: Class 33 contains 7990 members 
Mstep: Class 34 contains 3945 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1622 members 
Mstep: Class 37 contains 4378 members 
Mstep: Class 38 contains 3471 members 
Mstep: Class 39 contains 34357 members 
Mstep: Class 40 contains 17987 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2226 members 
Mstep: Class 44 contains 5094 members 
Mstep: Class 45 contains 1912 members 
Mstep: Class 46 contains 1301 members 
Mstep: Class 47 contains 11677 members 
Mstep: Class 48 contains 1785 members 
Mstep: Class 49 contains 1350 members 
Mstep: Class 50 contains 20749 members 
Mstep: Class 51 contains 1006 members 
Mstep: Class 52 contains 4823 members 
Mstep: Class 53 contains 1337 members 
Mstep: Class 54 contains 7832 members 
Mstep: Class 55 contains 1686 members 
Mstep: Class 56 contains 4115 members 
Mstep: Class 57 contains 7335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141696.000000 Penalty: 116282.218750
Iteration 411Q: 58 clusters Score -8.81417e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 60997 members 
Mstep: Class 2 contains 7421 members 
Mstep: Class 3 contains 6983 members 
Mstep: Class 4 contains 47812 members 
Mstep: Class 5 contains 8218 members 
Mstep: Class 6 contains 11291 members 
Mstep: Class 7 contains 52614 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11032 members 
Mstep: Class 10 contains 11466 members 
Mstep: Class 11 contains 10292 members 
Mstep: Class 12 contains 7479 members 
Mstep: Class 13 contains 20070 members 
Mstep: Class 14 contains 37495 members 
Mstep: Class 15 contains 16475 members 
Mstep: Class 16 contains 21526 members 
Mstep: Class 17 contains 24739 members 
Mstep: Class 18 contains 19718 members 
Mstep: Class 19 contains 414 members 
Mstep: Class 20 contains 196910 members 
Mstep: Class 21 contains 12047 members 
Mstep: Class 22 contains 1778 members 
Mstep: Class 23 contains 6067 members 
Mstep: Class 24 contains 2400 members 
Mstep: Class 25 contains 36647 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14838 members 
Mstep: Class 28 contains 17982 members 
Mstep: Class 29 contains 36522 members 
Mstep: Class 30 contains 10556 members 
Mstep: Class 31 contains 9362 members 
Mstep: Class 32 contains 961 members 
Mstep: Class 33 contains 7989 members 
Mstep: Class 34 contains 3945 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1622 members 
Mstep: Class 37 contains 4378 members 
Mstep: Class 38 contains 3476 members 
Mstep: Class 39 contains 34362 members 
Mstep: Class 40 contains 17987 members 
Mstep: Class 41 contains 15616 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2220 members 
Mstep: Class 44 contains 5094 members 
Mstep: Class 45 contains 1911 members 
Mstep: Class 46 contains 1299 members 
Mstep: Class 47 contains 11672 members 
Mstep: Class 48 contains 1785 members 
Mstep: Class 49 contains 1350 members 
Mstep: Class 50 contains 20750 members 
Mstep: Class 51 contains 1006 members 
Mstep: Class 52 contains 4826 members 
Mstep: Class 53 contains 1338 members 
Mstep: Class 54 contains 7847 members 
Mstep: Class 55 contains 1686 members 
Mstep: Class 56 contains 4115 members 
Mstep: Class 57 contains 7370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141768.000000 Penalty: 116282.218750
Iteration 412Q: 58 clusters Score -8.814177e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 60995 members 
Mstep: Class 2 contains 7421 members 
Mstep: Class 3 contains 6986 members 
Mstep: Class 4 contains 47807 members 
Mstep: Class 5 contains 8218 members 
Mstep: Class 6 contains 11294 members 
Mstep: Class 7 contains 52589 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11031 members 
Mstep: Class 10 contains 11466 members 
Mstep: Class 11 contains 10292 members 
Mstep: Class 12 contains 7480 members 
Mstep: Class 13 contains 20074 members 
Mstep: Class 14 contains 37490 members 
Mstep: Class 15 contains 16475 members 
Mstep: Class 16 contains 21523 members 
Mstep: Class 17 contains 24732 members 
Mstep: Class 18 contains 19714 members 
Mstep: Class 19 contains 413 members 
Mstep: Class 20 contains 196886 members 
Mstep: Class 21 contains 12046 members 
Mstep: Class 22 contains 1778 members 
Mstep: Class 23 contains 6065 members 
Mstep: Class 24 contains 2401 members 
Mstep: Class 25 contains 36649 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14838 members 
Mstep: Class 28 contains 17965 members 
Mstep: Class 29 contains 36522 members 
Mstep: Class 30 contains 10556 members 
Mstep: Class 31 contains 9383 members 
Mstep: Class 32 contains 961 members 
Mstep: Class 33 contains 7989 members 
Mstep: Class 34 contains 3940 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1622 members 
Mstep: Class 37 contains 4380 members 
Mstep: Class 38 contains 3483 members 
Mstep: Class 39 contains 34372 members 
Mstep: Class 40 contains 17987 members 
Mstep: Class 41 contains 15616 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2214 members 
Mstep: Class 44 contains 5094 members 
Mstep: Class 45 contains 1912 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11675 members 
Mstep: Class 48 contains 1785 members 
Mstep: Class 49 contains 1350 members 
Mstep: Class 50 contains 20753 members 
Mstep: Class 51 contains 1006 members 
Mstep: Class 52 contains 4828 members 
Mstep: Class 53 contains 1341 members 
Mstep: Class 54 contains 7859 members 
Mstep: Class 55 contains 1686 members 
Mstep: Class 56 contains 4115 members 
Mstep: Class 57 contains 7399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141768.000000 Penalty: 116282.218750
Iteration 413Q: 58 clusters Score -8.814177e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 60997 members 
Mstep: Class 2 contains 7422 members 
Mstep: Class 3 contains 6986 members 
Mstep: Class 4 contains 47798 members 
Mstep: Class 5 contains 8219 members 
Mstep: Class 6 contains 11295 members 
Mstep: Class 7 contains 52563 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11032 members 
Mstep: Class 10 contains 11466 members 
Mstep: Class 11 contains 10292 members 
Mstep: Class 12 contains 7484 members 
Mstep: Class 13 contains 20078 members 
Mstep: Class 14 contains 37489 members 
Mstep: Class 15 contains 16475 members 
Mstep: Class 16 contains 21520 members 
Mstep: Class 17 contains 24725 members 
Mstep: Class 18 contains 19707 members 
Mstep: Class 19 contains 413 members 
Mstep: Class 20 contains 196851 members 
Mstep: Class 21 contains 12045 members 
Mstep: Class 22 contains 1778 members 
Mstep: Class 23 contains 6061 members 
Mstep: Class 24 contains 2401 members 
Mstep: Class 25 contains 36649 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14839 members 
Mstep: Class 28 contains 17980 members 
Mstep: Class 29 contains 36522 members 
Mstep: Class 30 contains 10555 members 
Mstep: Class 31 contains 9404 members 
Mstep: Class 32 contains 961 members 
Mstep: Class 33 contains 7988 members 
Mstep: Class 34 contains 3937 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1621 members 
Mstep: Class 37 contains 4381 members 
Mstep: Class 38 contains 3487 members 
Mstep: Class 39 contains 34378 members 
Mstep: Class 40 contains 17987 members 
Mstep: Class 41 contains 15616 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2208 members 
Mstep: Class 44 contains 5094 members 
Mstep: Class 45 contains 1911 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11672 members 
Mstep: Class 48 contains 1785 members 
Mstep: Class 49 contains 1350 members 
Mstep: Class 50 contains 20752 members 
Mstep: Class 51 contains 1005 members 
Mstep: Class 52 contains 4828 members 
Mstep: Class 53 contains 1343 members 
Mstep: Class 54 contains 7875 members 
Mstep: Class 55 contains 1687 members 
Mstep: Class 56 contains 4115 members 
Mstep: Class 57 contains 7429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141784.000000 Penalty: 116282.218750
Iteration 414Q: 58 clusters Score -8.814178e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 60999 members 
Mstep: Class 2 contains 7422 members 
Mstep: Class 3 contains 6986 members 
Mstep: Class 4 contains 47795 members 
Mstep: Class 5 contains 8219 members 
Mstep: Class 6 contains 11296 members 
Mstep: Class 7 contains 52535 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11032 members 
Mstep: Class 10 contains 11466 members 
Mstep: Class 11 contains 10292 members 
Mstep: Class 12 contains 7485 members 
Mstep: Class 13 contains 20081 members 
Mstep: Class 14 contains 37489 members 
Mstep: Class 15 contains 16475 members 
Mstep: Class 16 contains 21520 members 
Mstep: Class 17 contains 24714 members 
Mstep: Class 18 contains 19701 members 
Mstep: Class 19 contains 413 members 
Mstep: Class 20 contains 196836 members 
Mstep: Class 21 contains 12045 members 
Mstep: Class 22 contains 1778 members 
Mstep: Class 23 contains 6058 members 
Mstep: Class 24 contains 2402 members 
Mstep: Class 25 contains 36644 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14838 members 
Mstep: Class 28 contains 17989 members 
Mstep: Class 29 contains 36518 members 
Mstep: Class 30 contains 10555 members 
Mstep: Class 31 contains 9419 members 
Mstep: Class 32 contains 960 members 
Mstep: Class 33 contains 7988 members 
Mstep: Class 34 contains 3934 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1621 members 
Mstep: Class 37 contains 4380 members 
Mstep: Class 38 contains 3490 members 
Mstep: Class 39 contains 34387 members 
Mstep: Class 40 contains 17987 members 
Mstep: Class 41 contains 15616 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2201 members 
Mstep: Class 44 contains 5094 members 
Mstep: Class 45 contains 1909 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11668 members 
Mstep: Class 48 contains 1785 members 
Mstep: Class 49 contains 1350 members 
Mstep: Class 50 contains 20752 members 
Mstep: Class 51 contains 1005 members 
Mstep: Class 52 contains 4827 members 
Mstep: Class 53 contains 1343 members 
Mstep: Class 54 contains 7900 members 
Mstep: Class 55 contains 1687 members 
Mstep: Class 56 contains 4115 members 
Mstep: Class 57 contains 7455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141672.000000 Penalty: 116282.218750
Iteration 415Q: 58 clusters Score -8.814167e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 60998 members 
Mstep: Class 2 contains 7422 members 
Mstep: Class 3 contains 6987 members 
Mstep: Class 4 contains 47794 members 
Mstep: Class 5 contains 8215 members 
Mstep: Class 6 contains 11297 members 
Mstep: Class 7 contains 52498 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11032 members 
Mstep: Class 10 contains 11466 members 
Mstep: Class 11 contains 10292 members 
Mstep: Class 12 contains 7484 members 
Mstep: Class 13 contains 20086 members 
Mstep: Class 14 contains 37487 members 
Mstep: Class 15 contains 16475 members 
Mstep: Class 16 contains 21520 members 
Mstep: Class 17 contains 24705 members 
Mstep: Class 18 contains 19698 members 
Mstep: Class 19 contains 413 members 
Mstep: Class 20 contains 196825 members 
Mstep: Class 21 contains 12045 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 6056 members 
Mstep: Class 24 contains 2403 members 
Mstep: Class 25 contains 36649 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14837 members 
Mstep: Class 28 contains 18000 members 
Mstep: Class 29 contains 36516 members 
Mstep: Class 30 contains 10555 members 
Mstep: Class 31 contains 9437 members 
Mstep: Class 32 contains 960 members 
Mstep: Class 33 contains 7987 members 
Mstep: Class 34 contains 3930 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1621 members 
Mstep: Class 37 contains 4380 members 
Mstep: Class 38 contains 3497 members 
Mstep: Class 39 contains 34392 members 
Mstep: Class 40 contains 17987 members 
Mstep: Class 41 contains 15616 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2193 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1909 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11662 members 
Mstep: Class 48 contains 1786 members 
Mstep: Class 49 contains 1350 members 
Mstep: Class 50 contains 20753 members 
Mstep: Class 51 contains 1005 members 
Mstep: Class 52 contains 4826 members 
Mstep: Class 53 contains 1345 members 
Mstep: Class 54 contains 7913 members 
Mstep: Class 55 contains 1686 members 
Mstep: Class 56 contains 4115 members 
Mstep: Class 57 contains 7476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141832.000000 Penalty: 116282.218750
Iteration 416Q: 58 clusters Score -8.814183e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61007 members 
Mstep: Class 2 contains 7424 members 
Mstep: Class 3 contains 6987 members 
Mstep: Class 4 contains 47789 members 
Mstep: Class 5 contains 8214 members 
Mstep: Class 6 contains 11298 members 
Mstep: Class 7 contains 52467 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11032 members 
Mstep: Class 10 contains 11466 members 
Mstep: Class 11 contains 10292 members 
Mstep: Class 12 contains 7483 members 
Mstep: Class 13 contains 20084 members 
Mstep: Class 14 contains 37483 members 
Mstep: Class 15 contains 16475 members 
Mstep: Class 16 contains 21521 members 
Mstep: Class 17 contains 24695 members 
Mstep: Class 18 contains 19696 members 
Mstep: Class 19 contains 413 members 
Mstep: Class 20 contains 196805 members 
Mstep: Class 21 contains 12046 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 6057 members 
Mstep: Class 24 contains 2402 members 
Mstep: Class 25 contains 36652 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14836 members 
Mstep: Class 28 contains 18025 members 
Mstep: Class 29 contains 36510 members 
Mstep: Class 30 contains 10555 members 
Mstep: Class 31 contains 9452 members 
Mstep: Class 32 contains 960 members 
Mstep: Class 33 contains 7986 members 
Mstep: Class 34 contains 3926 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1621 members 
Mstep: Class 37 contains 4380 members 
Mstep: Class 38 contains 3502 members 
Mstep: Class 39 contains 34396 members 
Mstep: Class 40 contains 17987 members 
Mstep: Class 41 contains 15616 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2185 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11657 members 
Mstep: Class 48 contains 1789 members 
Mstep: Class 49 contains 1351 members 
Mstep: Class 50 contains 20752 members 
Mstep: Class 51 contains 1005 members 
Mstep: Class 52 contains 4825 members 
Mstep: Class 53 contains 1348 members 
Mstep: Class 54 contains 7931 members 
Mstep: Class 55 contains 1686 members 
Mstep: Class 56 contains 4113 members 
Mstep: Class 57 contains 7492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141864.000000 Penalty: 116282.218750
Iteration 417Q: 58 clusters Score -8.814186e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61013 members 
Mstep: Class 2 contains 7426 members 
Mstep: Class 3 contains 6987 members 
Mstep: Class 4 contains 47784 members 
Mstep: Class 5 contains 8210 members 
Mstep: Class 6 contains 11298 members 
Mstep: Class 7 contains 52436 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11032 members 
Mstep: Class 10 contains 11466 members 
Mstep: Class 11 contains 10292 members 
Mstep: Class 12 contains 7485 members 
Mstep: Class 13 contains 20093 members 
Mstep: Class 14 contains 37477 members 
Mstep: Class 15 contains 16475 members 
Mstep: Class 16 contains 21522 members 
Mstep: Class 17 contains 24690 members 
Mstep: Class 18 contains 19691 members 
Mstep: Class 19 contains 413 members 
Mstep: Class 20 contains 196786 members 
Mstep: Class 21 contains 12047 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 6058 members 
Mstep: Class 24 contains 2402 members 
Mstep: Class 25 contains 36652 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14836 members 
Mstep: Class 28 contains 18043 members 
Mstep: Class 29 contains 36508 members 
Mstep: Class 30 contains 10555 members 
Mstep: Class 31 contains 9466 members 
Mstep: Class 32 contains 960 members 
Mstep: Class 33 contains 7985 members 
Mstep: Class 34 contains 3923 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1620 members 
Mstep: Class 37 contains 4381 members 
Mstep: Class 38 contains 3505 members 
Mstep: Class 39 contains 34401 members 
Mstep: Class 40 contains 17987 members 
Mstep: Class 41 contains 15616 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2178 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1906 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11654 members 
Mstep: Class 48 contains 1794 members 
Mstep: Class 49 contains 1351 members 
Mstep: Class 50 contains 20751 members 
Mstep: Class 51 contains 1006 members 
Mstep: Class 52 contains 4825 members 
Mstep: Class 53 contains 1349 members 
Mstep: Class 54 contains 7941 members 
Mstep: Class 55 contains 1686 members 
Mstep: Class 56 contains 4113 members 
Mstep: Class 57 contains 7506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141728.000000 Penalty: 116282.218750
Iteration 418Q: 58 clusters Score -8.814173e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61018 members 
Mstep: Class 2 contains 7426 members 
Mstep: Class 3 contains 6987 members 
Mstep: Class 4 contains 47785 members 
Mstep: Class 5 contains 8209 members 
Mstep: Class 6 contains 11297 members 
Mstep: Class 7 contains 52407 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11032 members 
Mstep: Class 10 contains 11466 members 
Mstep: Class 11 contains 10292 members 
Mstep: Class 12 contains 7481 members 
Mstep: Class 13 contains 20099 members 
Mstep: Class 14 contains 37473 members 
Mstep: Class 15 contains 16475 members 
Mstep: Class 16 contains 21526 members 
Mstep: Class 17 contains 24677 members 
Mstep: Class 18 contains 19688 members 
Mstep: Class 19 contains 413 members 
Mstep: Class 20 contains 196773 members 
Mstep: Class 21 contains 12047 members 
Mstep: Class 22 contains 1781 members 
Mstep: Class 23 contains 6058 members 
Mstep: Class 24 contains 2403 members 
Mstep: Class 25 contains 36652 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14838 members 
Mstep: Class 28 contains 18038 members 
Mstep: Class 29 contains 36506 members 
Mstep: Class 30 contains 10555 members 
Mstep: Class 31 contains 9482 members 
Mstep: Class 32 contains 960 members 
Mstep: Class 33 contains 7985 members 
Mstep: Class 34 contains 3923 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1620 members 
Mstep: Class 37 contains 4381 members 
Mstep: Class 38 contains 3506 members 
Mstep: Class 39 contains 34405 members 
Mstep: Class 40 contains 17987 members 
Mstep: Class 41 contains 15616 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2172 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11651 members 
Mstep: Class 48 contains 1796 members 
Mstep: Class 49 contains 1351 members 
Mstep: Class 50 contains 20751 members 
Mstep: Class 51 contains 1006 members 
Mstep: Class 52 contains 4826 members 
Mstep: Class 53 contains 1350 members 
Mstep: Class 54 contains 7958 members 
Mstep: Class 55 contains 1687 members 
Mstep: Class 56 contains 4113 members 
Mstep: Class 57 contains 7526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141800.000000 Penalty: 116282.218750
Iteration 419Q: 58 clusters Score -8.81418e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61031 members 
Mstep: Class 2 contains 7427 members 
Mstep: Class 3 contains 6987 members 
Mstep: Class 4 contains 47785 members 
Mstep: Class 5 contains 8212 members 
Mstep: Class 6 contains 11297 members 
Mstep: Class 7 contains 52388 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11032 members 
Mstep: Class 10 contains 11466 members 
Mstep: Class 11 contains 10292 members 
Mstep: Class 12 contains 7478 members 
Mstep: Class 13 contains 20103 members 
Mstep: Class 14 contains 37468 members 
Mstep: Class 15 contains 16475 members 
Mstep: Class 16 contains 21526 members 
Mstep: Class 17 contains 24650 members 
Mstep: Class 18 contains 19686 members 
Mstep: Class 19 contains 413 members 
Mstep: Class 20 contains 196755 members 
Mstep: Class 21 contains 12048 members 
Mstep: Class 22 contains 1781 members 
Mstep: Class 23 contains 6057 members 
Mstep: Class 24 contains 2403 members 
Mstep: Class 25 contains 36652 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14837 members 
Mstep: Class 28 contains 18035 members 
Mstep: Class 29 contains 36504 members 
Mstep: Class 30 contains 10555 members 
Mstep: Class 31 contains 9497 members 
Mstep: Class 32 contains 960 members 
Mstep: Class 33 contains 7985 members 
Mstep: Class 34 contains 3920 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1620 members 
Mstep: Class 37 contains 4382 members 
Mstep: Class 38 contains 3508 members 
Mstep: Class 39 contains 34409 members 
Mstep: Class 40 contains 17987 members 
Mstep: Class 41 contains 15616 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 2169 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1906 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11653 members 
Mstep: Class 48 contains 1797 members 
Mstep: Class 49 contains 1351 members 
Mstep: Class 50 contains 20749 members 
Mstep: Class 51 contains 1006 members 
Mstep: Class 52 contains 4829 members 
Mstep: Class 53 contains 1352 members 
Mstep: Class 54 contains 7977 members 
Mstep: Class 55 contains 1688 members 
Mstep: Class 56 contains 4112 members 
Mstep: Class 57 contains 7545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141856.000000 Penalty: 116282.218750
Iteration 420F: 58 clusters Score -8.814186e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61041 members 
Mstep: Class 2 contains 7429 members 
Mstep: Class 3 contains 6986 members 
Mstep: Class 4 contains 47786 members 
Mstep: Class 5 contains 8212 members 
Mstep: Class 6 contains 11296 members 
Mstep: Class 7 contains 52362 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11032 members 
Mstep: Class 10 contains 11466 members 
Mstep: Class 11 contains 10292 members 
Mstep: Class 12 contains 7476 members 
Mstep: Class 13 contains 20104 members 
Mstep: Class 14 contains 37467 members 
Mstep: Class 15 contains 16475 members 
Mstep: Class 16 contains 21528 members 
Mstep: Class 17 contains 24629 members 
Mstep: Class 18 contains 19685 members 
Mstep: Class 19 contains 413 members 
Mstep: Class 20 contains 196734 members 
Mstep: Class 21 contains 12049 members 
Mstep: Class 22 contains 1781 members 
Mstep: Class 23 contains 6058 members 
Mstep: Class 24 contains 2403 members 
Mstep: Class 25 contains 36651 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14840 members 
Mstep: Class 28 contains 18043 members 
Mstep: Class 29 contains 36500 members 
Mstep: Class 30 contains 10556 members 
Mstep: Class 31 contains 9514 members 
Mstep: Class 32 contains 960 members 
Mstep: Class 33 contains 7985 members 
Mstep: Class 34 contains 3918 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1620 members 
Mstep: Class 37 contains 4383 members 
Mstep: Class 38 contains 3510 members 
Mstep: Class 39 contains 34414 members 
Mstep: Class 40 contains 17987 members 
Mstep: Class 41 contains 15616 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2163 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1905 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11653 members 
Mstep: Class 48 contains 1797 members 
Mstep: Class 49 contains 1351 members 
Mstep: Class 50 contains 20746 members 
Mstep: Class 51 contains 1006 members 
Mstep: Class 52 contains 4832 members 
Mstep: Class 53 contains 1351 members 
Mstep: Class 54 contains 7999 members 
Mstep: Class 55 contains 1688 members 
Mstep: Class 56 contains 4110 members 
Mstep: Class 57 contains 7560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141968.000000 Penalty: 116282.218750
Iteration 421Q: 58 clusters Score -8.814197e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61053 members 
Mstep: Class 2 contains 7429 members 
Mstep: Class 3 contains 6985 members 
Mstep: Class 4 contains 47788 members 
Mstep: Class 5 contains 8216 members 
Mstep: Class 6 contains 11296 members 
Mstep: Class 7 contains 52331 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11032 members 
Mstep: Class 10 contains 11466 members 
Mstep: Class 11 contains 10292 members 
Mstep: Class 12 contains 7479 members 
Mstep: Class 13 contains 20105 members 
Mstep: Class 14 contains 37468 members 
Mstep: Class 15 contains 16475 members 
Mstep: Class 16 contains 21535 members 
Mstep: Class 17 contains 24605 members 
Mstep: Class 18 contains 19681 members 
Mstep: Class 19 contains 413 members 
Mstep: Class 20 contains 196724 members 
Mstep: Class 21 contains 12049 members 
Mstep: Class 22 contains 1783 members 
Mstep: Class 23 contains 6058 members 
Mstep: Class 24 contains 2403 members 
Mstep: Class 25 contains 36651 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14841 members 
Mstep: Class 28 contains 18045 members 
Mstep: Class 29 contains 36496 members 
Mstep: Class 30 contains 10557 members 
Mstep: Class 31 contains 9522 members 
Mstep: Class 32 contains 960 members 
Mstep: Class 33 contains 7985 members 
Mstep: Class 34 contains 3915 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1621 members 
Mstep: Class 37 contains 4383 members 
Mstep: Class 38 contains 3511 members 
Mstep: Class 39 contains 34424 members 
Mstep: Class 40 contains 17987 members 
Mstep: Class 41 contains 15616 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2158 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1904 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11649 members 
Mstep: Class 48 contains 1797 members 
Mstep: Class 49 contains 1351 members 
Mstep: Class 50 contains 20745 members 
Mstep: Class 51 contains 1006 members 
Mstep: Class 52 contains 4833 members 
Mstep: Class 53 contains 1351 members 
Mstep: Class 54 contains 8015 members 
Mstep: Class 55 contains 1688 members 
Mstep: Class 56 contains 4108 members 
Mstep: Class 57 contains 7577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141936.000000 Penalty: 116282.218750
Iteration 422Q: 58 clusters Score -8.814194e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61053 members 
Mstep: Class 2 contains 7432 members 
Mstep: Class 3 contains 6984 members 
Mstep: Class 4 contains 47786 members 
Mstep: Class 5 contains 8220 members 
Mstep: Class 6 contains 11295 members 
Mstep: Class 7 contains 52301 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11032 members 
Mstep: Class 10 contains 11466 members 
Mstep: Class 11 contains 10292 members 
Mstep: Class 12 contains 7480 members 
Mstep: Class 13 contains 20106 members 
Mstep: Class 14 contains 37465 members 
Mstep: Class 15 contains 16475 members 
Mstep: Class 16 contains 21538 members 
Mstep: Class 17 contains 24592 members 
Mstep: Class 18 contains 19675 members 
Mstep: Class 19 contains 413 members 
Mstep: Class 20 contains 196708 members 
Mstep: Class 21 contains 12049 members 
Mstep: Class 22 contains 1783 members 
Mstep: Class 23 contains 6057 members 
Mstep: Class 24 contains 2403 members 
Mstep: Class 25 contains 36654 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14841 members 
Mstep: Class 28 contains 18053 members 
Mstep: Class 29 contains 36493 members 
Mstep: Class 30 contains 10557 members 
Mstep: Class 31 contains 9537 members 
Mstep: Class 32 contains 960 members 
Mstep: Class 33 contains 7985 members 
Mstep: Class 34 contains 3913 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1621 members 
Mstep: Class 37 contains 4383 members 
Mstep: Class 38 contains 3515 members 
Mstep: Class 39 contains 34428 members 
Mstep: Class 40 contains 17987 members 
Mstep: Class 41 contains 15616 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2151 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1903 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11652 members 
Mstep: Class 48 contains 1797 members 
Mstep: Class 49 contains 1351 members 
Mstep: Class 50 contains 20744 members 
Mstep: Class 51 contains 1005 members 
Mstep: Class 52 contains 4834 members 
Mstep: Class 53 contains 1351 members 
Mstep: Class 54 contains 8035 members 
Mstep: Class 55 contains 1688 members 
Mstep: Class 56 contains 4107 members 
Mstep: Class 57 contains 7596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141712.000000 Penalty: 116282.218750
Iteration 423Q: 58 clusters Score -8.814171e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61065 members 
Mstep: Class 2 contains 7433 members 
Mstep: Class 3 contains 6984 members 
Mstep: Class 4 contains 47785 members 
Mstep: Class 5 contains 8224 members 
Mstep: Class 6 contains 11293 members 
Mstep: Class 7 contains 52282 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11032 members 
Mstep: Class 10 contains 11466 members 
Mstep: Class 11 contains 10292 members 
Mstep: Class 12 contains 7477 members 
Mstep: Class 13 contains 20108 members 
Mstep: Class 14 contains 37461 members 
Mstep: Class 15 contains 16475 members 
Mstep: Class 16 contains 21542 members 
Mstep: Class 17 contains 24571 members 
Mstep: Class 18 contains 19673 members 
Mstep: Class 19 contains 413 members 
Mstep: Class 20 contains 196685 members 
Mstep: Class 21 contains 12049 members 
Mstep: Class 22 contains 1784 members 
Mstep: Class 23 contains 6056 members 
Mstep: Class 24 contains 2402 members 
Mstep: Class 25 contains 36655 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14839 members 
Mstep: Class 28 contains 18061 members 
Mstep: Class 29 contains 36485 members 
Mstep: Class 30 contains 10557 members 
Mstep: Class 31 contains 9556 members 
Mstep: Class 32 contains 960 members 
Mstep: Class 33 contains 7985 members 
Mstep: Class 34 contains 3909 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1621 members 
Mstep: Class 37 contains 4382 members 
Mstep: Class 38 contains 3518 members 
Mstep: Class 39 contains 34434 members 
Mstep: Class 40 contains 17987 members 
Mstep: Class 41 contains 15616 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2144 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1905 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11650 members 
Mstep: Class 48 contains 1797 members 
Mstep: Class 49 contains 1351 members 
Mstep: Class 50 contains 20745 members 
Mstep: Class 51 contains 1005 members 
Mstep: Class 52 contains 4834 members 
Mstep: Class 53 contains 1352 members 
Mstep: Class 54 contains 8060 members 
Mstep: Class 55 contains 1688 members 
Mstep: Class 56 contains 4105 members 
Mstep: Class 57 contains 7609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141912.000000 Penalty: 116282.218750
Iteration 424Q: 58 clusters Score -8.814191e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61077 members 
Mstep: Class 2 contains 7433 members 
Mstep: Class 3 contains 6984 members 
Mstep: Class 4 contains 47781 members 
Mstep: Class 5 contains 8230 members 
Mstep: Class 6 contains 11294 members 
Mstep: Class 7 contains 52261 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11032 members 
Mstep: Class 10 contains 11466 members 
Mstep: Class 11 contains 10292 members 
Mstep: Class 12 contains 7473 members 
Mstep: Class 13 contains 20112 members 
Mstep: Class 14 contains 37457 members 
Mstep: Class 15 contains 16475 members 
Mstep: Class 16 contains 21542 members 
Mstep: Class 17 contains 24550 members 
Mstep: Class 18 contains 19667 members 
Mstep: Class 19 contains 413 members 
Mstep: Class 20 contains 196669 members 
Mstep: Class 21 contains 12049 members 
Mstep: Class 22 contains 1785 members 
Mstep: Class 23 contains 6055 members 
Mstep: Class 24 contains 2403 members 
Mstep: Class 25 contains 36651 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14836 members 
Mstep: Class 28 contains 18083 members 
Mstep: Class 29 contains 36478 members 
Mstep: Class 30 contains 10557 members 
Mstep: Class 31 contains 9572 members 
Mstep: Class 32 contains 960 members 
Mstep: Class 33 contains 7985 members 
Mstep: Class 34 contains 3904 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1621 members 
Mstep: Class 37 contains 4383 members 
Mstep: Class 38 contains 3521 members 
Mstep: Class 39 contains 34442 members 
Mstep: Class 40 contains 17987 members 
Mstep: Class 41 contains 15616 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2135 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1904 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11648 members 
Mstep: Class 48 contains 1797 members 
Mstep: Class 49 contains 1351 members 
Mstep: Class 50 contains 20746 members 
Mstep: Class 51 contains 1005 members 
Mstep: Class 52 contains 4834 members 
Mstep: Class 53 contains 1351 members 
Mstep: Class 54 contains 8086 members 
Mstep: Class 55 contains 1688 members 
Mstep: Class 56 contains 4105 members 
Mstep: Class 57 contains 7616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141960.000000 Penalty: 116282.218750
Iteration 425Q: 58 clusters Score -8.814196e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61085 members 
Mstep: Class 2 contains 7433 members 
Mstep: Class 3 contains 6984 members 
Mstep: Class 4 contains 47776 members 
Mstep: Class 5 contains 8231 members 
Mstep: Class 6 contains 11292 members 
Mstep: Class 7 contains 52239 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11032 members 
Mstep: Class 10 contains 11466 members 
Mstep: Class 11 contains 10292 members 
Mstep: Class 12 contains 7470 members 
Mstep: Class 13 contains 20119 members 
Mstep: Class 14 contains 37450 members 
Mstep: Class 15 contains 16475 members 
Mstep: Class 16 contains 21547 members 
Mstep: Class 17 contains 24513 members 
Mstep: Class 18 contains 19656 members 
Mstep: Class 19 contains 413 members 
Mstep: Class 20 contains 196665 members 
Mstep: Class 21 contains 12050 members 
Mstep: Class 22 contains 1786 members 
Mstep: Class 23 contains 6052 members 
Mstep: Class 24 contains 2405 members 
Mstep: Class 25 contains 36653 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14834 members 
Mstep: Class 28 contains 18093 members 
Mstep: Class 29 contains 36473 members 
Mstep: Class 30 contains 10557 members 
Mstep: Class 31 contains 9589 members 
Mstep: Class 32 contains 960 members 
Mstep: Class 33 contains 7985 members 
Mstep: Class 34 contains 3900 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1620 members 
Mstep: Class 37 contains 4384 members 
Mstep: Class 38 contains 3525 members 
Mstep: Class 39 contains 34452 members 
Mstep: Class 40 contains 17987 members 
Mstep: Class 41 contains 15616 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2130 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1904 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11650 members 
Mstep: Class 48 contains 1796 members 
Mstep: Class 49 contains 1351 members 
Mstep: Class 50 contains 20747 members 
Mstep: Class 51 contains 1005 members 
Mstep: Class 52 contains 4834 members 
Mstep: Class 53 contains 1351 members 
Mstep: Class 54 contains 8115 members 
Mstep: Class 55 contains 1688 members 
Mstep: Class 56 contains 4105 members 
Mstep: Class 57 contains 7627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88142112.000000 Penalty: 116282.218750
Iteration 426Q: 58 clusters Score -8.814211e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61094 members 
Mstep: Class 2 contains 7434 members 
Mstep: Class 3 contains 6984 members 
Mstep: Class 4 contains 47778 members 
Mstep: Class 5 contains 8235 members 
Mstep: Class 6 contains 11290 members 
Mstep: Class 7 contains 52203 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11032 members 
Mstep: Class 10 contains 11466 members 
Mstep: Class 11 contains 10292 members 
Mstep: Class 12 contains 7465 members 
Mstep: Class 13 contains 20131 members 
Mstep: Class 14 contains 37451 members 
Mstep: Class 15 contains 16475 members 
Mstep: Class 16 contains 21546 members 
Mstep: Class 17 contains 24485 members 
Mstep: Class 18 contains 19647 members 
Mstep: Class 19 contains 413 members 
Mstep: Class 20 contains 196665 members 
Mstep: Class 21 contains 12049 members 
Mstep: Class 22 contains 1786 members 
Mstep: Class 23 contains 6047 members 
Mstep: Class 24 contains 2407 members 
Mstep: Class 25 contains 36654 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14835 members 
Mstep: Class 28 contains 18117 members 
Mstep: Class 29 contains 36464 members 
Mstep: Class 30 contains 10557 members 
Mstep: Class 31 contains 9609 members 
Mstep: Class 32 contains 960 members 
Mstep: Class 33 contains 7987 members 
Mstep: Class 34 contains 3897 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1620 members 
Mstep: Class 37 contains 4385 members 
Mstep: Class 38 contains 3525 members 
Mstep: Class 39 contains 34460 members 
Mstep: Class 40 contains 17987 members 
Mstep: Class 41 contains 15616 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2125 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1901 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11646 members 
Mstep: Class 48 contains 1796 members 
Mstep: Class 49 contains 1351 members 
Mstep: Class 50 contains 20746 members 
Mstep: Class 51 contains 1005 members 
Mstep: Class 52 contains 4834 members 
Mstep: Class 53 contains 1351 members 
Mstep: Class 54 contains 8125 members 
Mstep: Class 55 contains 1689 members 
Mstep: Class 56 contains 4104 members 
Mstep: Class 57 contains 7641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88142056.000000 Penalty: 116282.218750
Iteration 427Q: 58 clusters Score -8.814206e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61099 members 
Mstep: Class 2 contains 7435 members 
Mstep: Class 3 contains 6984 members 
Mstep: Class 4 contains 47775 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 11288 members 
Mstep: Class 7 contains 52179 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11032 members 
Mstep: Class 10 contains 11466 members 
Mstep: Class 11 contains 10292 members 
Mstep: Class 12 contains 7464 members 
Mstep: Class 13 contains 20135 members 
Mstep: Class 14 contains 37452 members 
Mstep: Class 15 contains 16475 members 
Mstep: Class 16 contains 21552 members 
Mstep: Class 17 contains 24462 members 
Mstep: Class 18 contains 19637 members 
Mstep: Class 19 contains 413 members 
Mstep: Class 20 contains 196663 members 
Mstep: Class 21 contains 12049 members 
Mstep: Class 22 contains 1788 members 
Mstep: Class 23 contains 6044 members 
Mstep: Class 24 contains 2408 members 
Mstep: Class 25 contains 36654 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14832 members 
Mstep: Class 28 contains 18127 members 
Mstep: Class 29 contains 36455 members 
Mstep: Class 30 contains 10557 members 
Mstep: Class 31 contains 9626 members 
Mstep: Class 32 contains 960 members 
Mstep: Class 33 contains 7987 members 
Mstep: Class 34 contains 3893 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1620 members 
Mstep: Class 37 contains 4386 members 
Mstep: Class 38 contains 3527 members 
Mstep: Class 39 contains 34472 members 
Mstep: Class 40 contains 17987 members 
Mstep: Class 41 contains 15616 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2119 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1900 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11648 members 
Mstep: Class 48 contains 1796 members 
Mstep: Class 49 contains 1351 members 
Mstep: Class 50 contains 20744 members 
Mstep: Class 51 contains 1004 members 
Mstep: Class 52 contains 4834 members 
Mstep: Class 53 contains 1351 members 
Mstep: Class 54 contains 8146 members 
Mstep: Class 55 contains 1692 members 
Mstep: Class 56 contains 4100 members 
Mstep: Class 57 contains 7648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88142080.000000 Penalty: 116282.218750
Iteration 428Q: 58 clusters Score -8.814208e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61108 members 
Mstep: Class 2 contains 7436 members 
Mstep: Class 3 contains 6984 members 
Mstep: Class 4 contains 47776 members 
Mstep: Class 5 contains 8244 members 
Mstep: Class 6 contains 11287 members 
Mstep: Class 7 contains 52154 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11032 members 
Mstep: Class 10 contains 11466 members 
Mstep: Class 11 contains 10292 members 
Mstep: Class 12 contains 7465 members 
Mstep: Class 13 contains 20142 members 
Mstep: Class 14 contains 37449 members 
Mstep: Class 15 contains 16475 members 
Mstep: Class 16 contains 21560 members 
Mstep: Class 17 contains 24425 members 
Mstep: Class 18 contains 19630 members 
Mstep: Class 19 contains 413 members 
Mstep: Class 20 contains 196662 members 
Mstep: Class 21 contains 12047 members 
Mstep: Class 22 contains 1789 members 
Mstep: Class 23 contains 6042 members 
Mstep: Class 24 contains 2408 members 
Mstep: Class 25 contains 36653 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14829 members 
Mstep: Class 28 contains 18146 members 
Mstep: Class 29 contains 36445 members 
Mstep: Class 30 contains 10557 members 
Mstep: Class 31 contains 9635 members 
Mstep: Class 32 contains 960 members 
Mstep: Class 33 contains 7987 members 
Mstep: Class 34 contains 3890 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1620 members 
Mstep: Class 37 contains 4387 members 
Mstep: Class 38 contains 3530 members 
Mstep: Class 39 contains 34477 members 
Mstep: Class 40 contains 17987 members 
Mstep: Class 41 contains 15616 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2114 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1899 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11650 members 
Mstep: Class 48 contains 1796 members 
Mstep: Class 49 contains 1351 members 
Mstep: Class 50 contains 20739 members 
Mstep: Class 51 contains 1004 members 
Mstep: Class 52 contains 4835 members 
Mstep: Class 53 contains 1352 members 
Mstep: Class 54 contains 8171 members 
Mstep: Class 55 contains 1694 members 
Mstep: Class 56 contains 4097 members 
Mstep: Class 57 contains 7655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88142048.000000 Penalty: 116282.218750
Iteration 429Q: 58 clusters Score -8.814205e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61121 members 
Mstep: Class 2 contains 7438 members 
Mstep: Class 3 contains 6985 members 
Mstep: Class 4 contains 47776 members 
Mstep: Class 5 contains 8245 members 
Mstep: Class 6 contains 11284 members 
Mstep: Class 7 contains 52126 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11032 members 
Mstep: Class 10 contains 11466 members 
Mstep: Class 11 contains 10292 members 
Mstep: Class 12 contains 7463 members 
Mstep: Class 13 contains 20143 members 
Mstep: Class 14 contains 37447 members 
Mstep: Class 15 contains 16475 members 
Mstep: Class 16 contains 21573 members 
Mstep: Class 17 contains 24389 members 
Mstep: Class 18 contains 19627 members 
Mstep: Class 19 contains 413 members 
Mstep: Class 20 contains 196643 members 
Mstep: Class 21 contains 12046 members 
Mstep: Class 22 contains 1787 members 
Mstep: Class 23 contains 6039 members 
Mstep: Class 24 contains 2408 members 
Mstep: Class 25 contains 36656 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14825 members 
Mstep: Class 28 contains 18168 members 
Mstep: Class 29 contains 36438 members 
Mstep: Class 30 contains 10557 members 
Mstep: Class 31 contains 9648 members 
Mstep: Class 32 contains 960 members 
Mstep: Class 33 contains 7985 members 
Mstep: Class 34 contains 3880 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1620 members 
Mstep: Class 37 contains 4387 members 
Mstep: Class 38 contains 3529 members 
Mstep: Class 39 contains 34487 members 
Mstep: Class 40 contains 17987 members 
Mstep: Class 41 contains 15616 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2111 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1899 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11650 members 
Mstep: Class 48 contains 1796 members 
Mstep: Class 49 contains 1351 members 
Mstep: Class 50 contains 20739 members 
Mstep: Class 51 contains 1004 members 
Mstep: Class 52 contains 4836 members 
Mstep: Class 53 contains 1353 members 
Mstep: Class 54 contains 8207 members 
Mstep: Class 55 contains 1694 members 
Mstep: Class 56 contains 4096 members 
Mstep: Class 57 contains 7665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88142088.000000 Penalty: 116282.218750
Iteration 430Q: 58 clusters Score -8.814209e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61126 members 
Mstep: Class 2 contains 7440 members 
Mstep: Class 3 contains 6985 members 
Mstep: Class 4 contains 47776 members 
Mstep: Class 5 contains 8248 members 
Mstep: Class 6 contains 11282 members 
Mstep: Class 7 contains 52105 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11032 members 
Mstep: Class 10 contains 11466 members 
Mstep: Class 11 contains 10292 members 
Mstep: Class 12 contains 7460 members 
Mstep: Class 13 contains 20144 members 
Mstep: Class 14 contains 37446 members 
Mstep: Class 15 contains 16475 members 
Mstep: Class 16 contains 21596 members 
Mstep: Class 17 contains 24344 members 
Mstep: Class 18 contains 19624 members 
Mstep: Class 19 contains 413 members 
Mstep: Class 20 contains 196620 members 
Mstep: Class 21 contains 12047 members 
Mstep: Class 22 contains 1786 members 
Mstep: Class 23 contains 6039 members 
Mstep: Class 24 contains 2408 members 
Mstep: Class 25 contains 36655 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14823 members 
Mstep: Class 28 contains 18185 members 
Mstep: Class 29 contains 36432 members 
Mstep: Class 30 contains 10558 members 
Mstep: Class 31 contains 9660 members 
Mstep: Class 32 contains 960 members 
Mstep: Class 33 contains 7985 members 
Mstep: Class 34 contains 3869 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1621 members 
Mstep: Class 37 contains 4387 members 
Mstep: Class 38 contains 3528 members 
Mstep: Class 39 contains 34494 members 
Mstep: Class 40 contains 17987 members 
Mstep: Class 41 contains 15616 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2107 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1898 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11647 members 
Mstep: Class 48 contains 1796 members 
Mstep: Class 49 contains 1350 members 
Mstep: Class 50 contains 20736 members 
Mstep: Class 51 contains 1004 members 
Mstep: Class 52 contains 4838 members 
Mstep: Class 53 contains 1352 members 
Mstep: Class 54 contains 8250 members 
Mstep: Class 55 contains 1692 members 
Mstep: Class 56 contains 4097 members 
Mstep: Class 57 contains 7681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88142016.000000 Penalty: 116282.218750
Iteration 431Q: 58 clusters Score -8.814202e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61134 members 
Mstep: Class 2 contains 7443 members 
Mstep: Class 3 contains 6985 members 
Mstep: Class 4 contains 47772 members 
Mstep: Class 5 contains 8257 members 
Mstep: Class 6 contains 11282 members 
Mstep: Class 7 contains 52091 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11032 members 
Mstep: Class 10 contains 11466 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 12 contains 7456 members 
Mstep: Class 13 contains 20145 members 
Mstep: Class 14 contains 37442 members 
Mstep: Class 15 contains 16475 members 
Mstep: Class 16 contains 21614 members 
Mstep: Class 17 contains 24299 members 
Mstep: Class 18 contains 19622 members 
Mstep: Class 19 contains 413 members 
Mstep: Class 20 contains 196592 members 
Mstep: Class 21 contains 12047 members 
Mstep: Class 22 contains 1783 members 
Mstep: Class 23 contains 6037 members 
Mstep: Class 24 contains 2411 members 
Mstep: Class 25 contains 36655 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14822 members 
Mstep: Class 28 contains 18203 members 
Mstep: Class 29 contains 36430 members 
Mstep: Class 30 contains 10558 members 
Mstep: Class 31 contains 9668 members 
Mstep: Class 32 contains 960 members 
Mstep: Class 33 contains 7986 members 
Mstep: Class 34 contains 3859 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1621 members 
Mstep: Class 37 contains 4386 members 
Mstep: Class 38 contains 3529 members 
Mstep: Class 39 contains 34501 members 
Mstep: Class 40 contains 17987 members 
Mstep: Class 41 contains 15616 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2106 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1897 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11640 members 
Mstep: Class 48 contains 1796 members 
Mstep: Class 49 contains 1350 members 
Mstep: Class 50 contains 20735 members 
Mstep: Class 51 contains 1004 members 
Mstep: Class 52 contains 4839 members 
Mstep: Class 53 contains 1351 members 
Mstep: Class 54 contains 8289 members 
Mstep: Class 55 contains 1693 members 
Mstep: Class 56 contains 4098 members 
Mstep: Class 57 contains 7694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88142120.000000 Penalty: 116282.218750
Iteration 432Q: 58 clusters Score -8.814212e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61151 members 
Mstep: Class 2 contains 7445 members 
Mstep: Class 3 contains 6985 members 
Mstep: Class 4 contains 47771 members 
Mstep: Class 5 contains 8264 members 
Mstep: Class 6 contains 11282 members 
Mstep: Class 7 contains 52079 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11032 members 
Mstep: Class 10 contains 11466 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 12 contains 7456 members 
Mstep: Class 13 contains 20148 members 
Mstep: Class 14 contains 37439 members 
Mstep: Class 15 contains 16475 members 
Mstep: Class 16 contains 21620 members 
Mstep: Class 17 contains 24260 members 
Mstep: Class 18 contains 19621 members 
Mstep: Class 19 contains 413 members 
Mstep: Class 20 contains 196570 members 
Mstep: Class 21 contains 12047 members 
Mstep: Class 22 contains 1785 members 
Mstep: Class 23 contains 6035 members 
Mstep: Class 24 contains 2413 members 
Mstep: Class 25 contains 36658 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14821 members 
Mstep: Class 28 contains 18210 members 
Mstep: Class 29 contains 36419 members 
Mstep: Class 30 contains 10558 members 
Mstep: Class 31 contains 9676 members 
Mstep: Class 32 contains 960 members 
Mstep: Class 33 contains 7984 members 
Mstep: Class 34 contains 3851 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1621 members 
Mstep: Class 37 contains 4386 members 
Mstep: Class 38 contains 3531 members 
Mstep: Class 39 contains 34507 members 
Mstep: Class 40 contains 17987 members 
Mstep: Class 41 contains 15616 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2102 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1894 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11641 members 
Mstep: Class 48 contains 1796 members 
Mstep: Class 49 contains 1350 members 
Mstep: Class 50 contains 20734 members 
Mstep: Class 51 contains 1004 members 
Mstep: Class 52 contains 4839 members 
Mstep: Class 53 contains 1353 members 
Mstep: Class 54 contains 8322 members 
Mstep: Class 55 contains 1692 members 
Mstep: Class 56 contains 4098 members 
Mstep: Class 57 contains 7704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88142064.000000 Penalty: 116282.218750
Iteration 433Q: 58 clusters Score -8.814206e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61173 members 
Mstep: Class 2 contains 7451 members 
Mstep: Class 3 contains 6985 members 
Mstep: Class 4 contains 47771 members 
Mstep: Class 5 contains 8271 members 
Mstep: Class 6 contains 11281 members 
Mstep: Class 7 contains 52050 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11032 members 
Mstep: Class 10 contains 11466 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 12 contains 7457 members 
Mstep: Class 13 contains 20150 members 
Mstep: Class 14 contains 37434 members 
Mstep: Class 15 contains 16475 members 
Mstep: Class 16 contains 21622 members 
Mstep: Class 17 contains 24225 members 
Mstep: Class 18 contains 19619 members 
Mstep: Class 19 contains 413 members 
Mstep: Class 20 contains 196569 members 
Mstep: Class 21 contains 12047 members 
Mstep: Class 22 contains 1785 members 
Mstep: Class 23 contains 6034 members 
Mstep: Class 24 contains 2413 members 
Mstep: Class 25 contains 36658 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14822 members 
Mstep: Class 28 contains 18205 members 
Mstep: Class 29 contains 36408 members 
Mstep: Class 30 contains 10558 members 
Mstep: Class 31 contains 9688 members 
Mstep: Class 32 contains 960 members 
Mstep: Class 33 contains 7982 members 
Mstep: Class 34 contains 3847 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1621 members 
Mstep: Class 37 contains 4386 members 
Mstep: Class 38 contains 3530 members 
Mstep: Class 39 contains 34515 members 
Mstep: Class 40 contains 17987 members 
Mstep: Class 41 contains 15616 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2099 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1895 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11642 members 
Mstep: Class 48 contains 1796 members 
Mstep: Class 49 contains 1350 members 
Mstep: Class 50 contains 20733 members 
Mstep: Class 51 contains 1006 members 
Mstep: Class 52 contains 4841 members 
Mstep: Class 53 contains 1355 members 
Mstep: Class 54 contains 8348 members 
Mstep: Class 55 contains 1693 members 
Mstep: Class 56 contains 4097 members 
Mstep: Class 57 contains 7710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88142064.000000 Penalty: 116282.218750
Iteration 434Q: 58 clusters Score -8.814206e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61194 members 
Mstep: Class 2 contains 7455 members 
Mstep: Class 3 contains 6985 members 
Mstep: Class 4 contains 47769 members 
Mstep: Class 5 contains 8272 members 
Mstep: Class 6 contains 11281 members 
Mstep: Class 7 contains 52021 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11032 members 
Mstep: Class 10 contains 11466 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 12 contains 7454 members 
Mstep: Class 13 contains 20147 members 
Mstep: Class 14 contains 37427 members 
Mstep: Class 15 contains 16475 members 
Mstep: Class 16 contains 21634 members 
Mstep: Class 17 contains 24210 members 
Mstep: Class 18 contains 19616 members 
Mstep: Class 19 contains 413 members 
Mstep: Class 20 contains 196554 members 
Mstep: Class 21 contains 12046 members 
Mstep: Class 22 contains 1784 members 
Mstep: Class 23 contains 6030 members 
Mstep: Class 24 contains 2414 members 
Mstep: Class 25 contains 36654 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14824 members 
Mstep: Class 28 contains 18207 members 
Mstep: Class 29 contains 36396 members 
Mstep: Class 30 contains 10558 members 
Mstep: Class 31 contains 9698 members 
Mstep: Class 32 contains 960 members 
Mstep: Class 33 contains 7981 members 
Mstep: Class 34 contains 3847 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1621 members 
Mstep: Class 37 contains 4387 members 
Mstep: Class 38 contains 3530 members 
Mstep: Class 39 contains 34525 members 
Mstep: Class 40 contains 17987 members 
Mstep: Class 41 contains 15616 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2098 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1896 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11639 members 
Mstep: Class 48 contains 1796 members 
Mstep: Class 49 contains 1350 members 
Mstep: Class 50 contains 20733 members 
Mstep: Class 51 contains 1007 members 
Mstep: Class 52 contains 4842 members 
Mstep: Class 53 contains 1356 members 
Mstep: Class 54 contains 8379 members 
Mstep: Class 55 contains 1692 members 
Mstep: Class 56 contains 4096 members 
Mstep: Class 57 contains 7717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88142112.000000 Penalty: 116282.218750
Iteration 435Q: 58 clusters Score -8.814211e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61215 members 
Mstep: Class 2 contains 7456 members 
Mstep: Class 3 contains 6985 members 
Mstep: Class 4 contains 47768 members 
Mstep: Class 5 contains 8276 members 
Mstep: Class 6 contains 11281 members 
Mstep: Class 7 contains 51997 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11032 members 
Mstep: Class 10 contains 11466 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 12 contains 7454 members 
Mstep: Class 13 contains 20148 members 
Mstep: Class 14 contains 37425 members 
Mstep: Class 15 contains 16475 members 
Mstep: Class 16 contains 21634 members 
Mstep: Class 17 contains 24193 members 
Mstep: Class 18 contains 19611 members 
Mstep: Class 19 contains 413 members 
Mstep: Class 20 contains 196551 members 
Mstep: Class 21 contains 12044 members 
Mstep: Class 22 contains 1784 members 
Mstep: Class 23 contains 6031 members 
Mstep: Class 24 contains 2416 members 
Mstep: Class 25 contains 36652 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14824 members 
Mstep: Class 28 contains 18214 members 
Mstep: Class 29 contains 36386 members 
Mstep: Class 30 contains 10559 members 
Mstep: Class 31 contains 9701 members 
Mstep: Class 32 contains 960 members 
Mstep: Class 33 contains 7980 members 
Mstep: Class 34 contains 3848 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1621 members 
Mstep: Class 37 contains 4387 members 
Mstep: Class 38 contains 3530 members 
Mstep: Class 39 contains 34532 members 
Mstep: Class 40 contains 17987 members 
Mstep: Class 41 contains 15616 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2093 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1897 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11633 members 
Mstep: Class 48 contains 1796 members 
Mstep: Class 49 contains 1350 members 
Mstep: Class 50 contains 20733 members 
Mstep: Class 51 contains 1007 members 
Mstep: Class 52 contains 4839 members 
Mstep: Class 53 contains 1356 members 
Mstep: Class 54 contains 8402 members 
Mstep: Class 55 contains 1693 members 
Mstep: Class 56 contains 4097 members 
Mstep: Class 57 contains 7723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88142096.000000 Penalty: 116282.218750
Iteration 436Q: 58 clusters Score -8.81421e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61226 members 
Mstep: Class 2 contains 7458 members 
Mstep: Class 3 contains 6985 members 
Mstep: Class 4 contains 47768 members 
Mstep: Class 5 contains 8279 members 
Mstep: Class 6 contains 11279 members 
Mstep: Class 7 contains 51970 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11032 members 
Mstep: Class 10 contains 11466 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 12 contains 7454 members 
Mstep: Class 13 contains 20154 members 
Mstep: Class 14 contains 37422 members 
Mstep: Class 15 contains 16475 members 
Mstep: Class 16 contains 21635 members 
Mstep: Class 17 contains 24185 members 
Mstep: Class 18 contains 19608 members 
Mstep: Class 19 contains 413 members 
Mstep: Class 20 contains 196551 members 
Mstep: Class 21 contains 12041 members 
Mstep: Class 22 contains 1783 members 
Mstep: Class 23 contains 6033 members 
Mstep: Class 24 contains 2419 members 
Mstep: Class 25 contains 36647 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14825 members 
Mstep: Class 28 contains 18215 members 
Mstep: Class 29 contains 36378 members 
Mstep: Class 30 contains 10560 members 
Mstep: Class 31 contains 9707 members 
Mstep: Class 32 contains 960 members 
Mstep: Class 33 contains 7981 members 
Mstep: Class 34 contains 3846 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1621 members 
Mstep: Class 37 contains 4387 members 
Mstep: Class 38 contains 3532 members 
Mstep: Class 39 contains 34535 members 
Mstep: Class 40 contains 17987 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2089 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1898 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11636 members 
Mstep: Class 48 contains 1796 members 
Mstep: Class 49 contains 1350 members 
Mstep: Class 50 contains 20733 members 
Mstep: Class 51 contains 1006 members 
Mstep: Class 52 contains 4840 members 
Mstep: Class 53 contains 1356 members 
Mstep: Class 54 contains 8417 members 
Mstep: Class 55 contains 1693 members 
Mstep: Class 56 contains 4096 members 
Mstep: Class 57 contains 7729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88142072.000000 Penalty: 116282.218750
Iteration 437Q: 58 clusters Score -8.814207e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61244 members 
Mstep: Class 2 contains 7459 members 
Mstep: Class 3 contains 6985 members 
Mstep: Class 4 contains 47768 members 
Mstep: Class 5 contains 8283 members 
Mstep: Class 6 contains 11278 members 
Mstep: Class 7 contains 51956 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11032 members 
Mstep: Class 10 contains 11466 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 12 contains 7457 members 
Mstep: Class 13 contains 20158 members 
Mstep: Class 14 contains 37417 members 
Mstep: Class 15 contains 16475 members 
Mstep: Class 16 contains 21634 members 
Mstep: Class 17 contains 24173 members 
Mstep: Class 18 contains 19603 members 
Mstep: Class 19 contains 413 members 
Mstep: Class 20 contains 196528 members 
Mstep: Class 21 contains 12040 members 
Mstep: Class 22 contains 1782 members 
Mstep: Class 23 contains 6029 members 
Mstep: Class 24 contains 2420 members 
Mstep: Class 25 contains 36647 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14824 members 
Mstep: Class 28 contains 18216 members 
Mstep: Class 29 contains 36369 members 
Mstep: Class 30 contains 10560 members 
Mstep: Class 31 contains 9711 members 
Mstep: Class 32 contains 960 members 
Mstep: Class 33 contains 7979 members 
Mstep: Class 34 contains 3845 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1621 members 
Mstep: Class 37 contains 4387 members 
Mstep: Class 38 contains 3533 members 
Mstep: Class 39 contains 34540 members 
Mstep: Class 40 contains 17987 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2088 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1899 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11647 members 
Mstep: Class 48 contains 1796 members 
Mstep: Class 49 contains 1349 members 
Mstep: Class 50 contains 20732 members 
Mstep: Class 51 contains 1007 members 
Mstep: Class 52 contains 4841 members 
Mstep: Class 53 contains 1356 members 
Mstep: Class 54 contains 8440 members 
Mstep: Class 55 contains 1694 members 
Mstep: Class 56 contains 4095 members 
Mstep: Class 57 contains 7733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88142096.000000 Penalty: 116282.218750
Iteration 438Q: 58 clusters Score -8.81421e+07 nChanged 207
Entering ConstructFrom: 
Score: -88142096.000000 Penalty: 116282.218750
Entering ConstructFrom: 
Trying to split cluster 1 (61272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61272 members 
Entering Unmasked Estep 
Score: -6289533.000000 Penalty: 1640.234009
	Iteration 0F: 2 clusters Score -6289533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30809 members 
Mstep: Class 2 contains 30463 members 
Entering Unmasked Estep 
Score: -6249598.500000 Penalty: 3280.468018
	Iteration 0F: 3 clusters Score -6249598 nChanged 28441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32632 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -6265925.500000 Penalty: 3280.468018
	Iteration 1F: 3 clusters Score -6265926 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33915 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -6266821.500000 Penalty: 3280.468018
	Iteration 2Q: 3 clusters Score -6266822 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35771 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -6267888.500000 Penalty: 3280.468018
	Iteration 3Q: 3 clusters Score -6267888 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38313 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -6269420.000000 Penalty: 3280.468018
	Iteration 4F: 3 clusters Score -6269420 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41746 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -6271744.500000 Penalty: 3280.468018
	Iteration 5F: 3 clusters Score -6271744 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46023 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -6275024.000000 Penalty: 3280.468018
	Iteration 6F: 3 clusters Score -6275024 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50508 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -6278980.500000 Penalty: 3280.468018
	Iteration 7F: 3 clusters Score -6278980 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54541 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -6282656.500000 Penalty: 3280.468018
	Iteration 8F: 3 clusters Score -6282656 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57406 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -6285284.000000 Penalty: 3280.468018
	Iteration 9Q: 3 clusters Score -6285284 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59087 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -6286751.000000 Penalty: 3280.468018
	Iteration 10Q: 3 clusters Score -6286751 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59954 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -6287454.500000 Penalty: 3280.468018
	Iteration 11Q: 3 clusters Score -6287454 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60368 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -6287805.000000 Penalty: 3280.468018
	Iteration 12Q: 3 clusters Score -6287805 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60561 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -6287990.000000 Penalty: 3280.468018
	Iteration 13Q: 3 clusters Score -6287990 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60669 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -6288082.000000 Penalty: 3280.468018
	Iteration 14Q: 3 clusters Score -6288082 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60721 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -6288147.000000 Penalty: 3280.468018
	Iteration 15Q: 3 clusters Score -6288147 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60758 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -6288189.000000 Penalty: 3280.468018
	Iteration 16Q: 3 clusters Score -6288189 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60782 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -6288218.000000 Penalty: 3280.468018
	Iteration 17Q: 3 clusters Score -6288218 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60786 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -6288237.500000 Penalty: 3280.468018
	Iteration 18Q: 3 clusters Score -6288238 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60796 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -6288249.000000 Penalty: 3280.468018
	Iteration 19Q: 3 clusters Score -6288249 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60801 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -6288271.500000 Penalty: 3280.468018
	Iteration 20F: 3 clusters Score -6288272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60806 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -6288294.000000 Penalty: 3280.468018
	Iteration 21Q: 3 clusters Score -6288294 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60817 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -6288312.000000 Penalty: 3280.468018
	Iteration 22Q: 3 clusters Score -6288312 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60825 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -6288320.000000 Penalty: 3280.468018
	Iteration 23Q: 3 clusters Score -6288320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60830 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -6288329.000000 Penalty: 3280.468018
	Iteration 24Q: 3 clusters Score -6288329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60833 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -6288329.000000 Penalty: 3280.468018
	Iteration 25Q: 3 clusters Score -6288329 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60834 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -6288338.000000 Penalty: 3280.468018
	Iteration 26Q: 3 clusters Score -6288338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60832 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -6288344.000000 Penalty: 3280.468018
	Iteration 27Q: 3 clusters Score -6288344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60834 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -6288340.000000 Penalty: 3280.468018
	Iteration 28Q: 3 clusters Score -6288340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60837 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -6288343.500000 Penalty: 3280.468018
	Iteration 29Q: 3 clusters Score -6288344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60835 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -6288346.000000 Penalty: 3280.468018
	Iteration 30Q: 3 clusters Score -6288346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60834 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -6288351.000000 Penalty: 3280.468018
	Iteration 31Q: 3 clusters Score -6288351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60834 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -6288351.000000 Penalty: 3280.468018
	Iteration 32F: 3 clusters Score -6288351 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Entering Unmasked Estep 
Score: -754737.562500 Penalty: 1326.855957
	Iteration 0F: 2 clusters Score -754737.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -749538.750000 Penalty: 2653.711914
	Iteration 0F: 3 clusters Score -749538.8 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -751141.625000 Penalty: 2653.711914
	Iteration 1F: 3 clusters Score -751141.6 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -751432.937500 Penalty: 2653.711914
	Iteration 2F: 3 clusters Score -751432.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -751615.812500 Penalty: 2653.711914
	Iteration 3F: 3 clusters Score -751615.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -751751.687500 Penalty: 2653.711914
	Iteration 4Q: 3 clusters Score -751751.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -751900.562500 Penalty: 2653.711914
	Iteration 5Q: 3 clusters Score -751900.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -752052.187500 Penalty: 2653.711914
	Iteration 6Q: 3 clusters Score -752052.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -752213.250000 Penalty: 2653.711914
	Iteration 7Q: 3 clusters Score -752213.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -752362.000000 Penalty: 2653.711914
	Iteration 8Q: 3 clusters Score -752362 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -752503.687500 Penalty: 2653.711914
	Iteration 9Q: 3 clusters Score -752503.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -752639.250000 Penalty: 2653.711914
	Iteration 10Q: 3 clusters Score -752639.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -752769.500000 Penalty: 2653.711914
	Iteration 11Q: 3 clusters Score -752769.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -752880.437500 Penalty: 2653.711914
	Iteration 12Q: 3 clusters Score -752880.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -752987.687500 Penalty: 2653.711914
	Iteration 13Q: 3 clusters Score -752987.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -753088.750000 Penalty: 2653.711914
	Iteration 14Q: 3 clusters Score -753088.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -753175.625000 Penalty: 2653.711914
	Iteration 15Q: 3 clusters Score -753175.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -753241.437500 Penalty: 2653.711914
	Iteration 16Q: 3 clusters Score -753241.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -753294.125000 Penalty: 2653.711914
	Iteration 17Q: 3 clusters Score -753294.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -753349.437500 Penalty: 2653.711914
	Iteration 18Q: 3 clusters Score -753349.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -753408.250000 Penalty: 2653.711914
	Iteration 19Q: 3 clusters Score -753408.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -753465.375000 Penalty: 2653.711914
	Iteration 20F: 3 clusters Score -753465.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -753514.000000 Penalty: 2653.711914
	Iteration 21Q: 3 clusters Score -753514 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -753551.875000 Penalty: 2653.711914
	Iteration 22Q: 3 clusters Score -753551.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -753598.625000 Penalty: 2653.711914
	Iteration 23Q: 3 clusters Score -753598.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -753628.187500 Penalty: 2653.711914
	Iteration 24Q: 3 clusters Score -753628.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -753658.937500 Penalty: 2653.711914
	Iteration 25Q: 3 clusters Score -753658.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -753691.187500 Penalty: 2653.711914
	Iteration 26Q: 3 clusters Score -753691.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -753716.750000 Penalty: 2653.711914
	Iteration 27Q: 3 clusters Score -753716.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -753733.125000 Penalty: 2653.711914
	Iteration 28Q: 3 clusters Score -753733.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -753739.375000 Penalty: 2653.711914
	Iteration 29Q: 3 clusters Score -753739.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -753753.937500 Penalty: 2653.711914
	Iteration 30Q: 3 clusters Score -753753.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -753766.375000 Penalty: 2653.711914
	Iteration 31Q: 3 clusters Score -753766.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -753779.625000 Penalty: 2653.711914
	Iteration 32Q: 3 clusters Score -753779.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -753783.625000 Penalty: 2653.711914
	Iteration 33Q: 3 clusters Score -753783.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -753790.000000 Penalty: 2653.711914
	Iteration 34Q: 3 clusters Score -753790 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -753800.437500 Penalty: 2653.711914
	Iteration 35Q: 3 clusters Score -753800.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -753808.562500 Penalty: 2653.711914
	Iteration 36Q: 3 clusters Score -753808.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -753813.437500 Penalty: 2653.711914
	Iteration 37Q: 3 clusters Score -753813.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -753819.437500 Penalty: 2653.711914
	Iteration 38Q: 3 clusters Score -753819.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -753823.312500 Penalty: 2653.711914
	Iteration 39Q: 3 clusters Score -753823.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -753830.187500 Penalty: 2653.711914
	Iteration 40F: 3 clusters Score -753830.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -753836.187500 Penalty: 2653.711914
	Iteration 41Q: 3 clusters Score -753836.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -753843.500000 Penalty: 2653.711914
	Iteration 42Q: 3 clusters Score -753843.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -753850.125000 Penalty: 2653.711914
	Iteration 43Q: 3 clusters Score -753850.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -753857.875000 Penalty: 2653.711914
	Iteration 44Q: 3 clusters Score -753857.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -753865.312500 Penalty: 2653.711914
	Iteration 45Q: 3 clusters Score -753865.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -753867.687500 Penalty: 2653.711914
	Iteration 46Q: 3 clusters Score -753867.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -753869.062500 Penalty: 2653.711914
	Iteration 47Q: 3 clusters Score -753869.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -753872.125000 Penalty: 2653.711914
	Iteration 48Q: 3 clusters Score -753872.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -753871.750000 Penalty: 2653.711914
	Iteration 49Q: 3 clusters Score -753871.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -753873.562500 Penalty: 2653.711914
	Iteration 50Q: 3 clusters Score -753873.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -753875.125000 Penalty: 2653.711914
	Iteration 51Q: 3 clusters Score -753875.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -753875.125000 Penalty: 2653.711914
	Iteration 52F: 3 clusters Score -753875.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Entering Unmasked Estep 
Score: -748045.500000 Penalty: 1317.106323
	Iteration 0F: 2 clusters Score -748045.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -743190.500000 Penalty: 2634.212646
	Iteration 0F: 3 clusters Score -743190.5 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -744660.125000 Penalty: 2634.212646
	Iteration 1F: 3 clusters Score -744660.1 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -744935.062500 Penalty: 2634.212646
	Iteration 2F: 3 clusters Score -744935.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -745131.750000 Penalty: 2634.212646
	Iteration 3F: 3 clusters Score -745131.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -745299.125000 Penalty: 2634.212646
	Iteration 4Q: 3 clusters Score -745299.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -745456.937500 Penalty: 2634.212646
	Iteration 5Q: 3 clusters Score -745456.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -745618.375000 Penalty: 2634.212646
	Iteration 6Q: 3 clusters Score -745618.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -745798.000000 Penalty: 2634.212646
	Iteration 7Q: 3 clusters Score -745798 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -745989.562500 Penalty: 2634.212646
	Iteration 8Q: 3 clusters Score -745989.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -746159.125000 Penalty: 2634.212646
	Iteration 9Q: 3 clusters Score -746159.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -746318.312500 Penalty: 2634.212646
	Iteration 10Q: 3 clusters Score -746318.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -746462.875000 Penalty: 2634.212646
	Iteration 11Q: 3 clusters Score -746462.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -746567.500000 Penalty: 2634.212646
	Iteration 12Q: 3 clusters Score -746567.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -746652.875000 Penalty: 2634.212646
	Iteration 13Q: 3 clusters Score -746652.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -746723.062500 Penalty: 2634.212646
	Iteration 14Q: 3 clusters Score -746723.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -746774.875000 Penalty: 2634.212646
	Iteration 15Q: 3 clusters Score -746774.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -746831.125000 Penalty: 2634.212646
	Iteration 16Q: 3 clusters Score -746831.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -746865.687500 Penalty: 2634.212646
	Iteration 17Q: 3 clusters Score -746865.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -746893.250000 Penalty: 2634.212646
	Iteration 18Q: 3 clusters Score -746893.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -746920.687500 Penalty: 2634.212646
	Iteration 19Q: 3 clusters Score -746920.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -746943.937500 Penalty: 2634.212646
	Iteration 20F: 3 clusters Score -746943.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -746959.437500 Penalty: 2634.212646
	Iteration 21Q: 3 clusters Score -746959.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -746975.500000 Penalty: 2634.212646
	Iteration 22Q: 3 clusters Score -746975.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -746984.062500 Penalty: 2634.212646
	Iteration 23Q: 3 clusters Score -746984.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -746993.437500 Penalty: 2634.212646
	Iteration 24Q: 3 clusters Score -746993.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -747001.000000 Penalty: 2634.212646
	Iteration 25Q: 3 clusters Score -747001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -747003.312500 Penalty: 2634.212646
	Iteration 26Q: 3 clusters Score -747003.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -747007.125000 Penalty: 2634.212646
	Iteration 27Q: 3 clusters Score -747007.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -747007.125000 Penalty: 2634.212646
	Iteration 28F: 3 clusters Score -747007.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (47761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47761 members 
Entering Unmasked Estep 
Score: -4772301.000000 Penalty: 1603.166016
	Iteration 0F: 2 clusters Score -4772301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -4741153.000000 Penalty: 3206.332031
	Iteration 0F: 3 clusters Score -4741153 nChanged 22075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 24619 members 
Entering Unmasked Estep 
Score: -4753833.000000 Penalty: 3206.332031
	Iteration 1F: 3 clusters Score -4753833 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -4754800.500000 Penalty: 3206.332031
	Iteration 2F: 3 clusters Score -4754800 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 25038 members 
Entering Unmasked Estep 
Score: -4755901.500000 Penalty: 3206.332031
	Iteration 3F: 3 clusters Score -4755902 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 25408 members 
Entering Unmasked Estep 
Score: -4757137.000000 Penalty: 3206.332031
	Iteration 4F: 3 clusters Score -4757137 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 25955 members 
Entering Unmasked Estep 
Score: -4758786.000000 Penalty: 3206.332031
	Iteration 5F: 3 clusters Score -4758786 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 26680 members 
Entering Unmasked Estep 
Score: -4760895.000000 Penalty: 3206.332031
	Iteration 6F: 3 clusters Score -4760895 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 27406 members 
Entering Unmasked Estep 
Score: -4763537.500000 Penalty: 3206.332031
	Iteration 7F: 3 clusters Score -4763538 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 27981 members 
Entering Unmasked Estep 
Score: -4766417.000000 Penalty: 3206.332031
	Iteration 8F: 3 clusters Score -4766417 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 28430 members 
Entering Unmasked Estep 
Score: -4768608.000000 Penalty: 3206.332031
	Iteration 9F: 3 clusters Score -4768608 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 28701 members 
Entering Unmasked Estep 
Score: -4769644.000000 Penalty: 3206.332031
	Iteration 10Q: 3 clusters Score -4769644 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 28936 members 
Entering Unmasked Estep 
Score: -4770114.000000 Penalty: 3206.332031
	Iteration 11Q: 3 clusters Score -4770114 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 29132 members 
Entering Unmasked Estep 
Score: -4770359.000000 Penalty: 3206.332031
	Iteration 12Q: 3 clusters Score -4770359 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -4770470.000000 Penalty: 3206.332031
	Iteration 13Q: 3 clusters Score -4770470 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 29501 members 
Entering Unmasked Estep 
Score: -4770526.000000 Penalty: 3206.332031
	Iteration 14Q: 3 clusters Score -4770526 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 29628 members 
Entering Unmasked Estep 
Score: -4770557.000000 Penalty: 3206.332031
	Iteration 15Q: 3 clusters Score -4770557 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 29754 members 
Entering Unmasked Estep 
Score: -4770581.000000 Penalty: 3206.332031
	Iteration 16Q: 3 clusters Score -4770581 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 29856 members 
Entering Unmasked Estep 
Score: -4770589.000000 Penalty: 3206.332031
	Iteration 17Q: 3 clusters Score -4770589 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 29949 members 
Entering Unmasked Estep 
Score: -4770611.000000 Penalty: 3206.332031
	Iteration 18Q: 3 clusters Score -4770611 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 30056 members 
Entering Unmasked Estep 
Score: -4770634.500000 Penalty: 3206.332031
	Iteration 19Q: 3 clusters Score -4770634 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 30153 members 
Entering Unmasked Estep 
Score: -4770638.000000 Penalty: 3206.332031
	Iteration 20F: 3 clusters Score -4770638 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 30238 members 
Entering Unmasked Estep 
Score: -4770667.000000 Penalty: 3206.332031
	Iteration 21Q: 3 clusters Score -4770667 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 30315 members 
Entering Unmasked Estep 
Score: -4770685.000000 Penalty: 3206.332031
	Iteration 22Q: 3 clusters Score -4770685 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 30385 members 
Entering Unmasked Estep 
Score: -4770688.500000 Penalty: 3206.332031
	Iteration 23Q: 3 clusters Score -4770688 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 30444 members 
Entering Unmasked Estep 
Score: -4770687.500000 Penalty: 3206.332031
	Iteration 24Q: 3 clusters Score -4770688 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 30496 members 
Entering Unmasked Estep 
Score: -4770694.500000 Penalty: 3206.332031
	Iteration 25Q: 3 clusters Score -4770694 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 30543 members 
Entering Unmasked Estep 
Score: -4770701.500000 Penalty: 3206.332031
	Iteration 26Q: 3 clusters Score -4770702 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 30589 members 
Entering Unmasked Estep 
Score: -4770701.000000 Penalty: 3206.332031
	Iteration 27Q: 3 clusters Score -4770701 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 30620 members 
Entering Unmasked Estep 
Score: -4770710.000000 Penalty: 3206.332031
	Iteration 28Q: 3 clusters Score -4770710 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 30651 members 
Entering Unmasked Estep 
Score: -4770702.500000 Penalty: 3206.332031
	Iteration 29Q: 3 clusters Score -4770702 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 30678 members 
Entering Unmasked Estep 
Score: -4770698.000000 Penalty: 3206.332031
	Iteration 30Q: 3 clusters Score -4770698 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 30695 members 
Entering Unmasked Estep 
Score: -4770701.500000 Penalty: 3206.332031
	Iteration 31Q: 3 clusters Score -4770702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 30708 members 
Entering Unmasked Estep 
Score: -4770701.000000 Penalty: 3206.332031
	Iteration 32Q: 3 clusters Score -4770701 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 30720 members 
Entering Unmasked Estep 
Score: -4770698.000000 Penalty: 3206.332031
	Iteration 33Q: 3 clusters Score -4770698 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 30736 members 
Entering Unmasked Estep 
Score: -4770695.500000 Penalty: 3206.332031
	Iteration 34Q: 3 clusters Score -4770696 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 30753 members 
Entering Unmasked Estep 
Score: -4770704.000000 Penalty: 3206.332031
	Iteration 35Q: 3 clusters Score -4770704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 30769 members 
Entering Unmasked Estep 
Score: -4770702.500000 Penalty: 3206.332031
	Iteration 36Q: 3 clusters Score -4770702 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 30789 members 
Entering Unmasked Estep 
Score: -4770711.000000 Penalty: 3206.332031
	Iteration 37Q: 3 clusters Score -4770711 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 30806 members 
Entering Unmasked Estep 
Score: -4770707.500000 Penalty: 3206.332031
	Iteration 38Q: 3 clusters Score -4770708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 30819 members 
Entering Unmasked Estep 
Score: -4770703.000000 Penalty: 3206.332031
	Iteration 39Q: 3 clusters Score -4770703 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 30832 members 
Entering Unmasked Estep 
Score: -4770710.500000 Penalty: 3206.332031
	Iteration 40F: 3 clusters Score -4770710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 30841 members 
Entering Unmasked Estep 
Score: -4770710.000000 Penalty: 3206.332031
	Iteration 41Q: 3 clusters Score -4770710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 30850 members 
Entering Unmasked Estep 
Score: -4770712.000000 Penalty: 3206.332031
	Iteration 42Q: 3 clusters Score -4770712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 30858 members 
Entering Unmasked Estep 
Score: -4770709.000000 Penalty: 3206.332031
	Iteration 43Q: 3 clusters Score -4770709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 30864 members 
Entering Unmasked Estep 
Score: -4770711.500000 Penalty: 3206.332031
	Iteration 44Q: 3 clusters Score -4770712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 30874 members 
Entering Unmasked Estep 
Score: -4770713.500000 Penalty: 3206.332031
	Iteration 45Q: 3 clusters Score -4770714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 30883 members 
Entering Unmasked Estep 
Score: -4770710.500000 Penalty: 3206.332031
	Iteration 46Q: 3 clusters Score -4770710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 30892 members 
Entering Unmasked Estep 
Score: -4770706.000000 Penalty: 3206.332031
	Iteration 47Q: 3 clusters Score -4770706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 30896 members 
Entering Unmasked Estep 
Score: -4770704.000000 Penalty: 3206.332031
	Iteration 48Q: 3 clusters Score -4770704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 30902 members 
Entering Unmasked Estep 
Score: -4770706.000000 Penalty: 3206.332031
	Iteration 49Q: 3 clusters Score -4770706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 30906 members 
Entering Unmasked Estep 
Score: -4770703.500000 Penalty: 3206.332031
	Iteration 50Q: 3 clusters Score -4770704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 30907 members 
Entering Unmasked Estep 
Score: -4770698.500000 Penalty: 3206.332031
	Iteration 51Q: 3 clusters Score -4770698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 30910 members 
Entering Unmasked Estep 
Score: -4770699.500000 Penalty: 3206.332031
	Iteration 52Q: 3 clusters Score -4770700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 30913 members 
Entering Unmasked Estep 
Score: -4770703.000000 Penalty: 3206.332031
	Iteration 53Q: 3 clusters Score -4770703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 30917 members 
Entering Unmasked Estep 
Score: -4770703.500000 Penalty: 3206.332031
	Iteration 54Q: 3 clusters Score -4770704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 30919 members 
Entering Unmasked Estep 
Score: -4770703.500000 Penalty: 3206.332031
	Iteration 55Q: 3 clusters Score -4770704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 30921 members 
Entering Unmasked Estep 
Score: -4770700.000000 Penalty: 3206.332031
	Iteration 56Q: 3 clusters Score -4770700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 30922 members 
Entering Unmasked Estep 
Score: -4770697.000000 Penalty: 3206.332031
	Iteration 57Q: 3 clusters Score -4770697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 30923 members 
Entering Unmasked Estep 
Score: -4770705.000000 Penalty: 3206.332031
	Iteration 58Q: 3 clusters Score -4770705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 30923 members 
Entering Unmasked Estep 
Score: -4770705.000000 Penalty: 3206.332031
	Iteration 59F: 3 clusters Score -4770705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Entering Unmasked Estep 
Score: -787970.000000 Penalty: 1342.503662
	Iteration 0F: 2 clusters Score -787970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -782311.812500 Penalty: 2685.007324
	Iteration 0F: 3 clusters Score -782311.8 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -784286.750000 Penalty: 2685.007324
	Iteration 1F: 3 clusters Score -784286.8 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -784835.875000 Penalty: 2685.007324
	Iteration 2F: 3 clusters Score -784835.9 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -785359.937500 Penalty: 2685.007324
	Iteration 3F: 3 clusters Score -785359.9 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -785821.625000 Penalty: 2685.007324
	Iteration 4F: 3 clusters Score -785821.6 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -786272.750000 Penalty: 2685.007324
	Iteration 5F: 3 clusters Score -786272.8 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -786647.375000 Penalty: 2685.007324
	Iteration 6F: 3 clusters Score -786647.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -786921.437500 Penalty: 2685.007324
	Iteration 7Q: 3 clusters Score -786921.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -787110.812500 Penalty: 2685.007324
	Iteration 8Q: 3 clusters Score -787110.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -787295.187500 Penalty: 2685.007324
	Iteration 9Q: 3 clusters Score -787295.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -787425.000000 Penalty: 2685.007324
	Iteration 10Q: 3 clusters Score -787425 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -787552.250000 Penalty: 2685.007324
	Iteration 11Q: 3 clusters Score -787552.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -787631.562500 Penalty: 2685.007324
	Iteration 12Q: 3 clusters Score -787631.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -787682.375000 Penalty: 2685.007324
	Iteration 13Q: 3 clusters Score -787682.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -787721.500000 Penalty: 2685.007324
	Iteration 14Q: 3 clusters Score -787721.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -787751.187500 Penalty: 2685.007324
	Iteration 15Q: 3 clusters Score -787751.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -787781.562500 Penalty: 2685.007324
	Iteration 16Q: 3 clusters Score -787781.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -787810.062500 Penalty: 2685.007324
	Iteration 17Q: 3 clusters Score -787810.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -787836.750000 Penalty: 2685.007324
	Iteration 18Q: 3 clusters Score -787836.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -787869.562500 Penalty: 2685.007324
	Iteration 19Q: 3 clusters Score -787869.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -787897.312500 Penalty: 2685.007324
	Iteration 20F: 3 clusters Score -787897.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -787912.375000 Penalty: 2685.007324
	Iteration 21Q: 3 clusters Score -787912.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -787926.500000 Penalty: 2685.007324
	Iteration 22Q: 3 clusters Score -787926.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -787941.687500 Penalty: 2685.007324
	Iteration 23Q: 3 clusters Score -787941.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -787950.875000 Penalty: 2685.007324
	Iteration 24Q: 3 clusters Score -787950.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -787957.812500 Penalty: 2685.007324
	Iteration 25Q: 3 clusters Score -787957.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -787963.812500 Penalty: 2685.007324
	Iteration 26Q: 3 clusters Score -787963.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -787965.812500 Penalty: 2685.007324
	Iteration 27Q: 3 clusters Score -787965.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -787968.625000 Penalty: 2685.007324
	Iteration 28Q: 3 clusters Score -787968.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -787969.062500 Penalty: 2685.007324
	Iteration 29Q: 3 clusters Score -787969.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -787969.250000 Penalty: 2685.007324
	Iteration 30Q: 3 clusters Score -787969.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -787970.312500 Penalty: 2685.007324
	Iteration 31Q: 3 clusters Score -787970.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -787971.500000 Penalty: 2685.007324
	Iteration 32Q: 3 clusters Score -787971.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -787971.562500 Penalty: 2685.007324
	Iteration 33Q: 3 clusters Score -787971.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -787971.000000 Penalty: 2685.007324
	Iteration 34Q: 3 clusters Score -787971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -787971.687500 Penalty: 2685.007324
	Iteration 35Q: 3 clusters Score -787971.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -787971.687500 Penalty: 2685.007324
	Iteration 36F: 3 clusters Score -787971.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61272 members 
Mstep: Class 2 contains 7458 members 
Mstep: Class 3 contains 6985 members 
Mstep: Class 4 contains 47761 members 
Mstep: Class 5 contains 2868 members 
Mstep: Class 6 contains 11277 members 
Mstep: Class 7 contains 51945 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11032 members 
Mstep: Class 10 contains 11466 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 12 contains 7461 members 
Mstep: Class 13 contains 20165 members 
Mstep: Class 14 contains 37412 members 
Mstep: Class 15 contains 16475 members 
Mstep: Class 16 contains 21637 members 
Mstep: Class 17 contains 24152 members 
Mstep: Class 18 contains 19600 members 
Mstep: Class 19 contains 413 members 
Mstep: Class 20 contains 196518 members 
Mstep: Class 21 contains 12042 members 
Mstep: Class 22 contains 1782 members 
Mstep: Class 23 contains 6025 members 
Mstep: Class 24 contains 2423 members 
Mstep: Class 25 contains 36644 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14823 members 
Mstep: Class 28 contains 18212 members 
Mstep: Class 29 contains 36359 members 
Mstep: Class 30 contains 10560 members 
Mstep: Class 31 contains 9714 members 
Mstep: Class 32 contains 961 members 
Mstep: Class 33 contains 7978 members 
Mstep: Class 34 contains 3843 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1621 members 
Mstep: Class 37 contains 4387 members 
Mstep: Class 38 contains 3532 members 
Mstep: Class 39 contains 34541 members 
Mstep: Class 40 contains 17987 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2088 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1901 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11647 members 
Mstep: Class 48 contains 1796 members 
Mstep: Class 49 contains 1349 members 
Mstep: Class 50 contains 20731 members 
Mstep: Class 51 contains 1007 members 
Mstep: Class 52 contains 4840 members 
Mstep: Class 53 contains 1355 members 
Mstep: Class 54 contains 8466 members 
Mstep: Class 55 contains 1695 members 
Mstep: Class 56 contains 4096 members 
Mstep: Class 57 contains 7737 members 
Mstep: Class 58 contains 5417 members 
Entering Unmasked Estep 
Score: -88141576.000000 Penalty: 118322.257812
Splitting cluster 5 changes total score from -88142096.000000 to -88141576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (11277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Entering Unmasked Estep 
Score: -1145418.250000 Penalty: 1388.381470
	Iteration 0F: 2 clusters Score -1145418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1137840.875000 Penalty: 2776.762939
	Iteration 0F: 3 clusters Score -1137841 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1140263.125000 Penalty: 2776.762939
	Iteration 1F: 3 clusters Score -1140263 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1140582.250000 Penalty: 2776.762939
	Iteration 2F: 3 clusters Score -1140582 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1140812.500000 Penalty: 2776.762939
	Iteration 3F: 3 clusters Score -1140812 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1140978.375000 Penalty: 2776.762939
	Iteration 4Q: 3 clusters Score -1140978 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1141131.125000 Penalty: 2776.762939
	Iteration 5Q: 3 clusters Score -1141131 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1141287.375000 Penalty: 2776.762939
	Iteration 6Q: 3 clusters Score -1141287 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1141458.375000 Penalty: 2776.762939
	Iteration 7Q: 3 clusters Score -1141458 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1141643.750000 Penalty: 2776.762939
	Iteration 8Q: 3 clusters Score -1141644 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1141856.375000 Penalty: 2776.762939
	Iteration 9Q: 3 clusters Score -1141856 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1142081.250000 Penalty: 2776.762939
	Iteration 10Q: 3 clusters Score -1142081 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1142295.875000 Penalty: 2776.762939
	Iteration 11Q: 3 clusters Score -1142296 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1142522.875000 Penalty: 2776.762939
	Iteration 12Q: 3 clusters Score -1142523 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1142728.875000 Penalty: 2776.762939
	Iteration 13Q: 3 clusters Score -1142729 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1142921.250000 Penalty: 2776.762939
	Iteration 14Q: 3 clusters Score -1142921 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1143101.750000 Penalty: 2776.762939
	Iteration 15Q: 3 clusters Score -1143102 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1143272.250000 Penalty: 2776.762939
	Iteration 16Q: 3 clusters Score -1143272 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1143418.750000 Penalty: 2776.762939
	Iteration 17Q: 3 clusters Score -1143419 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1143528.250000 Penalty: 2776.762939
	Iteration 18Q: 3 clusters Score -1143528 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1143613.000000 Penalty: 2776.762939
	Iteration 19Q: 3 clusters Score -1143613 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1143686.250000 Penalty: 2776.762939
	Iteration 20F: 3 clusters Score -1143686 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1143755.625000 Penalty: 2776.762939
	Iteration 21Q: 3 clusters Score -1143756 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1143814.250000 Penalty: 2776.762939
	Iteration 22Q: 3 clusters Score -1143814 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1143859.625000 Penalty: 2776.762939
	Iteration 23Q: 3 clusters Score -1143860 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1143901.125000 Penalty: 2776.762939
	Iteration 24Q: 3 clusters Score -1143901 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1143942.500000 Penalty: 2776.762939
	Iteration 25Q: 3 clusters Score -1143942 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1143987.375000 Penalty: 2776.762939
	Iteration 26Q: 3 clusters Score -1143987 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1144024.750000 Penalty: 2776.762939
	Iteration 27Q: 3 clusters Score -1144025 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1144070.125000 Penalty: 2776.762939
	Iteration 28Q: 3 clusters Score -1144070 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1144102.375000 Penalty: 2776.762939
	Iteration 29Q: 3 clusters Score -1144102 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1144136.250000 Penalty: 2776.762939
	Iteration 30Q: 3 clusters Score -1144136 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1144160.875000 Penalty: 2776.762939
	Iteration 31Q: 3 clusters Score -1144161 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1144181.000000 Penalty: 2776.762939
	Iteration 32Q: 3 clusters Score -1144181 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1144206.125000 Penalty: 2776.762939
	Iteration 33Q: 3 clusters Score -1144206 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1144225.500000 Penalty: 2776.762939
	Iteration 34Q: 3 clusters Score -1144226 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -1144250.250000 Penalty: 2776.762939
	Iteration 35Q: 3 clusters Score -1144250 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1144267.000000 Penalty: 2776.762939
	Iteration 36Q: 3 clusters Score -1144267 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1144282.875000 Penalty: 2776.762939
	Iteration 37Q: 3 clusters Score -1144283 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1144289.750000 Penalty: 2776.762939
	Iteration 38Q: 3 clusters Score -1144290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1144294.625000 Penalty: 2776.762939
	Iteration 39Q: 3 clusters Score -1144295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1144297.125000 Penalty: 2776.762939
	Iteration 40F: 3 clusters Score -1144297 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1144303.875000 Penalty: 2776.762939
	Iteration 41Q: 3 clusters Score -1144304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1144310.875000 Penalty: 2776.762939
	Iteration 42Q: 3 clusters Score -1144311 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1144321.875000 Penalty: 2776.762939
	Iteration 43Q: 3 clusters Score -1144322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1144325.875000 Penalty: 2776.762939
	Iteration 44Q: 3 clusters Score -1144326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1144328.625000 Penalty: 2776.762939
	Iteration 45Q: 3 clusters Score -1144329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -1144330.625000 Penalty: 2776.762939
	Iteration 46Q: 3 clusters Score -1144331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1144331.625000 Penalty: 2776.762939
	Iteration 47Q: 3 clusters Score -1144332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1144332.625000 Penalty: 2776.762939
	Iteration 48Q: 3 clusters Score -1144333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1144333.750000 Penalty: 2776.762939
	Iteration 49Q: 3 clusters Score -1144334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1144333.750000 Penalty: 2776.762939
	Iteration 50Q: 3 clusters Score -1144334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1144333.750000 Penalty: 2776.762939
	Iteration 51F: 3 clusters Score -1144334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (51945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51945 members 
Entering Unmasked Estep 
Score: -5200269.000000 Penalty: 1615.661621
	Iteration 0F: 2 clusters Score -5200269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 26026 members 
Entering Unmasked Estep 
Score: -5166638.000000 Penalty: 3231.323242
	Iteration 0F: 3 clusters Score -5166638 nChanged 23912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26311 members 
Mstep: Class 2 contains 25634 members 
Entering Unmasked Estep 
Score: -5180179.000000 Penalty: 3231.323242
	Iteration 1F: 3 clusters Score -5180179 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26530 members 
Mstep: Class 2 contains 25415 members 
Entering Unmasked Estep 
Score: -5181156.500000 Penalty: 3231.323242
	Iteration 2Q: 3 clusters Score -5181156 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -5182224.500000 Penalty: 3231.323242
	Iteration 3Q: 3 clusters Score -5182224 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 24769 members 
Entering Unmasked Estep 
Score: -5183574.000000 Penalty: 3231.323242
	Iteration 4F: 3 clusters Score -5183574 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27630 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -5185172.000000 Penalty: 3231.323242
	Iteration 5F: 3 clusters Score -5185172 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28110 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -5187291.000000 Penalty: 3231.323242
	Iteration 6F: 3 clusters Score -5187291 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28572 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -5189508.500000 Penalty: 3231.323242
	Iteration 7F: 3 clusters Score -5189508 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28923 members 
Mstep: Class 2 contains 23022 members 
Entering Unmasked Estep 
Score: -5191433.000000 Penalty: 3231.323242
	Iteration 8F: 3 clusters Score -5191433 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29136 members 
Mstep: Class 2 contains 22809 members 
Entering Unmasked Estep 
Score: -5192671.000000 Penalty: 3231.323242
	Iteration 9Q: 3 clusters Score -5192671 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29305 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -5193251.000000 Penalty: 3231.323242
	Iteration 10Q: 3 clusters Score -5193251 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29543 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -5193511.000000 Penalty: 3231.323242
	Iteration 11Q: 3 clusters Score -5193511 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29868 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -5193705.500000 Penalty: 3231.323242
	Iteration 12Q: 3 clusters Score -5193706 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30212 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -5193821.000000 Penalty: 3231.323242
	Iteration 13Q: 3 clusters Score -5193821 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30558 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -5193889.500000 Penalty: 3231.323242
	Iteration 14Q: 3 clusters Score -5193890 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30922 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -5194007.000000 Penalty: 3231.323242
	Iteration 15Q: 3 clusters Score -5194007 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31304 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -5194127.500000 Penalty: 3231.323242
	Iteration 16Q: 3 clusters Score -5194128 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31691 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -5194229.500000 Penalty: 3231.323242
	Iteration 17Q: 3 clusters Score -5194230 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32117 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -5194351.500000 Penalty: 3231.323242
	Iteration 18Q: 3 clusters Score -5194352 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32595 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -5194482.000000 Penalty: 3231.323242
	Iteration 19Q: 3 clusters Score -5194482 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33144 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -5194707.500000 Penalty: 3231.323242
	Iteration 20F: 3 clusters Score -5194708 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33692 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -5194884.500000 Penalty: 3231.323242
	Iteration 21Q: 3 clusters Score -5194884 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34263 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -5195044.000000 Penalty: 3231.323242
	Iteration 22Q: 3 clusters Score -5195044 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34822 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -5195241.500000 Penalty: 3231.323242
	Iteration 23Q: 3 clusters Score -5195242 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35361 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -5195441.000000 Penalty: 3231.323242
	Iteration 24Q: 3 clusters Score -5195441 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35913 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -5195650.500000 Penalty: 3231.323242
	Iteration 25Q: 3 clusters Score -5195650 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36444 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -5195820.500000 Penalty: 3231.323242
	Iteration 26Q: 3 clusters Score -5195820 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36955 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -5195979.500000 Penalty: 3231.323242
	Iteration 27Q: 3 clusters Score -5195980 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37406 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -5196093.500000 Penalty: 3231.323242
	Iteration 28Q: 3 clusters Score -5196094 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37812 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -5196200.000000 Penalty: 3231.323242
	Iteration 29Q: 3 clusters Score -5196200 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38190 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -5196311.500000 Penalty: 3231.323242
	Iteration 30Q: 3 clusters Score -5196312 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38525 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -5196389.000000 Penalty: 3231.323242
	Iteration 31Q: 3 clusters Score -5196389 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38841 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -5196438.000000 Penalty: 3231.323242
	Iteration 32Q: 3 clusters Score -5196438 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39117 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -5196467.000000 Penalty: 3231.323242
	Iteration 33Q: 3 clusters Score -5196467 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39371 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -5196507.500000 Penalty: 3231.323242
	Iteration 34Q: 3 clusters Score -5196508 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39605 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -5196559.500000 Penalty: 3231.323242
	Iteration 35Q: 3 clusters Score -5196560 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39850 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -5196606.500000 Penalty: 3231.323242
	Iteration 36Q: 3 clusters Score -5196606 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40113 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -5196650.000000 Penalty: 3231.323242
	Iteration 37Q: 3 clusters Score -5196650 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40376 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -5196690.000000 Penalty: 3231.323242
	Iteration 38Q: 3 clusters Score -5196690 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40644 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -5196740.000000 Penalty: 3231.323242
	Iteration 39Q: 3 clusters Score -5196740 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40918 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -5196787.500000 Penalty: 3231.323242
	Iteration 40F: 3 clusters Score -5196788 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41182 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -5196846.500000 Penalty: 3231.323242
	Iteration 41Q: 3 clusters Score -5196846 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41449 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -5196917.500000 Penalty: 3231.323242
	Iteration 42Q: 3 clusters Score -5196918 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41727 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -5196965.500000 Penalty: 3231.323242
	Iteration 43Q: 3 clusters Score -5196966 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42002 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -5197006.000000 Penalty: 3231.323242
	Iteration 44Q: 3 clusters Score -5197006 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42264 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -5197063.500000 Penalty: 3231.323242
	Iteration 45Q: 3 clusters Score -5197064 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42502 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -5197112.500000 Penalty: 3231.323242
	Iteration 46Q: 3 clusters Score -5197112 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42718 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -5197144.000000 Penalty: 3231.323242
	Iteration 47Q: 3 clusters Score -5197144 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42939 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -5197198.500000 Penalty: 3231.323242
	Iteration 48Q: 3 clusters Score -5197198 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43175 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -5197236.000000 Penalty: 3231.323242
	Iteration 49Q: 3 clusters Score -5197236 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43411 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -5197286.000000 Penalty: 3231.323242
	Iteration 50Q: 3 clusters Score -5197286 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43641 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -5197326.000000 Penalty: 3231.323242
	Iteration 51Q: 3 clusters Score -5197326 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43850 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -5197364.500000 Penalty: 3231.323242
	Iteration 52Q: 3 clusters Score -5197364 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44059 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5197400 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44271 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5197458 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44462 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5197497 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44664 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -5197541.500000 Penalty: 3231.323242
	Iteration 56Q: 3 clusters Score -5197542 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44847 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -5197594.500000 Penalty: 3231.323242
	Iteration 57Q: 3 clusters Score -5197594 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45023 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -5197616.500000 Penalty: 3231.323242
	Iteration 58Q: 3 clusters Score -5197616 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45201 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -5197647.000000 Penalty: 3231.323242
	Iteration 59Q: 3 clusters Score -5197647 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45398 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -5197702.000000 Penalty: 3231.323242
	Iteration 60F: 3 clusters Score -5197702 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45601 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -5197759.500000 Penalty: 3231.323242
	Iteration 61Q: 3 clusters Score -5197760 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45807 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -5197808.500000 Penalty: 3231.323242
	Iteration 62Q: 3 clusters Score -5197808 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46040 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -5197881.500000 Penalty: 3231.323242
	Iteration 63Q: 3 clusters Score -5197882 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46279 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -5197915.000000 Penalty: 3231.323242
	Iteration 64Q: 3 clusters Score -5197915 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46517 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -5197981.500000 Penalty: 3231.323242
	Iteration 65Q: 3 clusters Score -5197982 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46741 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -5198048.000000 Penalty: 3231.323242
	Iteration 66Q: 3 clusters Score -5198048 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46968 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -5198108.000000 Penalty: 3231.323242
	Iteration 67Q: 3 clusters Score -5198108 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47182 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -5198167.000000 Penalty: 3231.323242
	Iteration 68Q: 3 clusters Score -5198167 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47378 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -5198220.000000 Penalty: 3231.323242
	Iteration 69Q: 3 clusters Score -5198220 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47549 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -5198285.500000 Penalty: 3231.323242
	Iteration 70Q: 3 clusters Score -5198286 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47709 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -5198305.500000 Penalty: 3231.323242
	Iteration 71Q: 3 clusters Score -5198306 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47884 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -5198374.000000 Penalty: 3231.323242
	Iteration 72Q: 3 clusters Score -5198374 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48016 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -5198410.000000 Penalty: 3231.323242
	Iteration 73Q: 3 clusters Score -5198410 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48134 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -5198428.500000 Penalty: 3231.323242
	Iteration 74Q: 3 clusters Score -5198428 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48265 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -5198458.500000 Penalty: 3231.323242
	Iteration 75Q: 3 clusters Score -5198458 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48386 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -5198495.500000 Penalty: 3231.323242
	Iteration 76Q: 3 clusters Score -5198496 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48515 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -5198546.500000 Penalty: 3231.323242
	Iteration 77Q: 3 clusters Score -5198546 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48630 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -5198578.500000 Penalty: 3231.323242
	Iteration 78Q: 3 clusters Score -5198578 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48726 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -5198617.000000 Penalty: 3231.323242
	Iteration 79Q: 3 clusters Score -5198617 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48810 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -5198623.500000 Penalty: 3231.323242
	Iteration 80F: 3 clusters Score -5198624 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48890 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -5198641.500000 Penalty: 3231.323242
	Iteration 81Q: 3 clusters Score -5198642 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48961 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -5198673.000000 Penalty: 3231.323242
	Iteration 82Q: 3 clusters Score -5198673 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49028 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -5198698.000000 Penalty: 3231.323242
	Iteration 83Q: 3 clusters Score -5198698 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49092 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -5198708.500000 Penalty: 3231.323242
	Iteration 84Q: 3 clusters Score -5198708 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49158 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -5198732.000000 Penalty: 3231.323242
	Iteration 85Q: 3 clusters Score -5198732 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49222 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -5198752.500000 Penalty: 3231.323242
	Iteration 86Q: 3 clusters Score -5198752 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49271 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -5198770.500000 Penalty: 3231.323242
	Iteration 87Q: 3 clusters Score -5198770 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49327 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -5198782.000000 Penalty: 3231.323242
	Iteration 88Q: 3 clusters Score -5198782 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49368 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -5198788.500000 Penalty: 3231.323242
	Iteration 89Q: 3 clusters Score -5198788 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49404 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -5198787.000000 Penalty: 3231.323242
	Iteration 90Q: 3 clusters Score -5198787 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49429 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -5198800.000000 Penalty: 3231.323242
	Iteration 91Q: 3 clusters Score -5198800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49448 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -5198813.500000 Penalty: 3231.323242
	Iteration 92Q: 3 clusters Score -5198814 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49467 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -5198806.500000 Penalty: 3231.323242
	Iteration 93Q: 3 clusters Score -5198806 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49489 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -5198812.500000 Penalty: 3231.323242
	Iteration 94Q: 3 clusters Score -5198812 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49510 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -5198812.000000 Penalty: 3231.323242
	Iteration 95Q: 3 clusters Score -5198812 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49531 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -5198810.500000 Penalty: 3231.323242
	Iteration 96Q: 3 clusters Score -5198810 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49554 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -5198814.500000 Penalty: 3231.323242
	Iteration 97Q: 3 clusters Score -5198814 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49581 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -5198826.000000 Penalty: 3231.323242
	Iteration 98Q: 3 clusters Score -5198826 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49605 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -5198829.000000 Penalty: 3231.323242
	Iteration 99Q: 3 clusters Score -5198829 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49633 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -5198841.000000 Penalty: 3231.323242
	Iteration 100F: 3 clusters Score -5198841 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49667 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -5198851.000000 Penalty: 3231.323242
	Iteration 101Q: 3 clusters Score -5198851 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49699 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -5198850.000000 Penalty: 3231.323242
	Iteration 102Q: 3 clusters Score -5198850 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49733 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -5198859.500000 Penalty: 3231.323242
	Iteration 103Q: 3 clusters Score -5198860 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49772 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -5198868.000000 Penalty: 3231.323242
	Iteration 104Q: 3 clusters Score -5198868 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49811 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -5198876.000000 Penalty: 3231.323242
	Iteration 105Q: 3 clusters Score -5198876 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49847 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -5198874.500000 Penalty: 3231.323242
	Iteration 106Q: 3 clusters Score -5198874 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49879 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -5198885.500000 Penalty: 3231.323242
	Iteration 107Q: 3 clusters Score -5198886 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49912 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -5198895.000000 Penalty: 3231.323242
	Iteration 108Q: 3 clusters Score -5198895 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49943 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -5198894.000000 Penalty: 3231.323242
	Iteration 109Q: 3 clusters Score -5198894 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49965 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -5198902.500000 Penalty: 3231.323242
	Iteration 110Q: 3 clusters Score -5198902 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49984 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -5198903.500000 Penalty: 3231.323242
	Iteration 111Q: 3 clusters Score -5198904 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50000 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -5198903.000000 Penalty: 3231.323242
	Iteration 112Q: 3 clusters Score -5198903 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50018 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -5198907.500000 Penalty: 3231.323242
	Iteration 113Q: 3 clusters Score -5198908 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50043 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -5198919.000000 Penalty: 3231.323242
	Iteration 114Q: 3 clusters Score -5198919 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50060 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -5198925.500000 Penalty: 3231.323242
	Iteration 115Q: 3 clusters Score -5198926 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50077 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -5198926.000000 Penalty: 3231.323242
	Iteration 116Q: 3 clusters Score -5198926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50093 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -5198931.500000 Penalty: 3231.323242
	Iteration 117Q: 3 clusters Score -5198932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50106 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -5198933.000000 Penalty: 3231.323242
	Iteration 118Q: 3 clusters Score -5198933 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50121 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -5198944.500000 Penalty: 3231.323242
	Iteration 119Q: 3 clusters Score -5198944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50133 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -5198941.000000 Penalty: 3231.323242
	Iteration 120F: 3 clusters Score -5198941 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50143 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -5198946.000000 Penalty: 3231.323242
	Iteration 121Q: 3 clusters Score -5198946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50149 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -5198946.500000 Penalty: 3231.323242
	Iteration 122Q: 3 clusters Score -5198946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50155 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -5198948.000000 Penalty: 3231.323242
	Iteration 123Q: 3 clusters Score -5198948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50163 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -5198957.000000 Penalty: 3231.323242
	Iteration 124Q: 3 clusters Score -5198957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50167 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -5198953.500000 Penalty: 3231.323242
	Iteration 125Q: 3 clusters Score -5198954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50171 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -5198948.500000 Penalty: 3231.323242
	Iteration 126Q: 3 clusters Score -5198948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50182 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -5198950.500000 Penalty: 3231.323242
	Iteration 127Q: 3 clusters Score -5198950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50192 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -5198950.000000 Penalty: 3231.323242
	Iteration 128Q: 3 clusters Score -5198950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50196 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -5198955.000000 Penalty: 3231.323242
	Iteration 129Q: 3 clusters Score -5198955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50198 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -5198956.500000 Penalty: 3231.323242
	Iteration 130Q: 3 clusters Score -5198956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50199 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -5198956.000000 Penalty: 3231.323242
	Iteration 131Q: 3 clusters Score -5198956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50200 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -5198954.500000 Penalty: 3231.323242
	Iteration 132Q: 3 clusters Score -5198954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50201 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -5198958.000000 Penalty: 3231.323242
	Iteration 133Q: 3 clusters Score -5198958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50201 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -5198958.000000 Penalty: 3231.323242
	Iteration 134F: 3 clusters Score -5198958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Entering Unmasked Estep 
Score: -464853.906250 Penalty: 1250.951538
	Iteration 0F: 2 clusters Score -464853.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -461496.906250 Penalty: 2501.903076
	Iteration 0F: 3 clusters Score -461496.9 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -462723.781250 Penalty: 2501.903076
	Iteration 1F: 3 clusters Score -462723.8 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -463414.593750 Penalty: 2501.903076
	Iteration 2F: 3 clusters Score -463414.6 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -463987.875000 Penalty: 2501.903076
	Iteration 3F: 3 clusters Score -463987.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -464436.781250 Penalty: 2501.903076
	Iteration 4F: 3 clusters Score -464436.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -464768.281250 Penalty: 2501.903076
	Iteration 5F: 3 clusters Score -464768.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -464996.062500 Penalty: 2501.903076
	Iteration 6Q: 3 clusters Score -464996.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -465126.562500 Penalty: 2501.903076
	Iteration 7Q: 3 clusters Score -465126.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -465191.968750 Penalty: 2501.903076
	Iteration 8Q: 3 clusters Score -465192 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -465230.968750 Penalty: 2501.903076
	Iteration 9Q: 3 clusters Score -465231 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -465264.500000 Penalty: 2501.903076
	Iteration 10Q: 3 clusters Score -465264.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -465278.593750 Penalty: 2501.903076
	Iteration 11Q: 3 clusters Score -465278.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -465283.406250 Penalty: 2501.903076
	Iteration 12Q: 3 clusters Score -465283.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -465288.125000 Penalty: 2501.903076
	Iteration 13Q: 3 clusters Score -465288.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -465293.531250 Penalty: 2501.903076
	Iteration 14Q: 3 clusters Score -465293.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -465296.343750 Penalty: 2501.903076
	Iteration 15Q: 3 clusters Score -465296.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -465299.531250 Penalty: 2501.903076
	Iteration 16Q: 3 clusters Score -465299.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -465299.968750 Penalty: 2501.903076
	Iteration 17Q: 3 clusters Score -465300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -465300.125000 Penalty: 2501.903076
	Iteration 18Q: 3 clusters Score -465300.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -465301.375000 Penalty: 2501.903076
	Iteration 19Q: 3 clusters Score -465301.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -465301.593750 Penalty: 2501.903076
	Iteration 20F: 3 clusters Score -465301.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61272 members 
Mstep: Class 2 contains 7458 members 
Mstep: Class 3 contains 6985 members 
Mstep: Class 4 contains 47761 members 
Mstep: Class 5 contains 8285 members 
Mstep: Class 6 contains 11277 members 
Mstep: Class 7 contains 51945 members 
Mstep: Class 8 contains 3858 members 
Mstep: Class 9 contains 11032 members 
Mstep: Class 10 contains 11466 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 12 contains 7461 members 
Mstep: Class 13 contains 20165 members 
Mstep: Class 14 contains 37412 members 
Mstep: Class 15 contains 16475 members 
Mstep: Class 16 contains 21637 members 
Mstep: Class 17 contains 24152 members 
Mstep: Class 18 contains 19600 members 
Mstep: Class 19 contains 413 members 
Mstep: Class 20 contains 196518 members 
Mstep: Class 21 contains 12042 members 
Mstep: Class 22 contains 1782 members 
Mstep: Class 23 contains 6025 members 
Mstep: Class 24 contains 2423 members 
Mstep: Class 25 contains 36644 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14823 members 
Mstep: Class 28 contains 18212 members 
Mstep: Class 29 contains 36359 members 
Mstep: Class 30 contains 10560 members 
Mstep: Class 31 contains 9714 members 
Mstep: Class 32 contains 961 members 
Mstep: Class 33 contains 7978 members 
Mstep: Class 34 contains 3843 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1621 members 
Mstep: Class 37 contains 4387 members 
Mstep: Class 38 contains 3532 members 
Mstep: Class 39 contains 34541 members 
Mstep: Class 40 contains 17987 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2088 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1901 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11647 members 
Mstep: Class 48 contains 1796 members 
Mstep: Class 49 contains 1349 members 
Mstep: Class 50 contains 20731 members 
Mstep: Class 51 contains 1007 members 
Mstep: Class 52 contains 4840 members 
Mstep: Class 53 contains 1355 members 
Mstep: Class 54 contains 8466 members 
Mstep: Class 55 contains 1695 members 
Mstep: Class 56 contains 4096 members 
Mstep: Class 57 contains 7737 members 
Mstep: Class 58 contains 620 members 
Entering Unmasked Estep 
Score: -88141696.000000 Penalty: 118322.257812
Splitting cluster 8 changes total score from -88142096.000000 to -88141696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (11032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Entering Unmasked Estep 
Score: -1154662.000000 Penalty: 1385.113159
	Iteration 0F: 2 clusters Score -1154662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1147293.375000 Penalty: 2770.226318
	Iteration 0F: 3 clusters Score -1147293 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1149791.125000 Penalty: 2770.226318
	Iteration 1F: 3 clusters Score -1149791 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1150182.875000 Penalty: 2770.226318
	Iteration 2F: 3 clusters Score -1150183 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1150500.750000 Penalty: 2770.226318
	Iteration 3F: 3 clusters Score -1150501 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1150814.875000 Penalty: 2770.226318
	Iteration 4Q: 3 clusters Score -1150815 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1151166.375000 Penalty: 2770.226318
	Iteration 5Q: 3 clusters Score -1151166 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1151523.125000 Penalty: 2770.226318
	Iteration 6Q: 3 clusters Score -1151523 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1151918.875000 Penalty: 2770.226318
	Iteration 7Q: 3 clusters Score -1151919 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1152277.750000 Penalty: 2770.226318
	Iteration 8Q: 3 clusters Score -1152278 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1152565.250000 Penalty: 2770.226318
	Iteration 9Q: 3 clusters Score -1152565 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1152775.500000 Penalty: 2770.226318
	Iteration 10Q: 3 clusters Score -1152776 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1152902.250000 Penalty: 2770.226318
	Iteration 11Q: 3 clusters Score -1152902 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1153020.375000 Penalty: 2770.226318
	Iteration 12Q: 3 clusters Score -1153020 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1153107.500000 Penalty: 2770.226318
	Iteration 13Q: 3 clusters Score -1153108 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1153186.875000 Penalty: 2770.226318
	Iteration 14Q: 3 clusters Score -1153187 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1153253.125000 Penalty: 2770.226318
	Iteration 15Q: 3 clusters Score -1153253 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1153302.875000 Penalty: 2770.226318
	Iteration 16Q: 3 clusters Score -1153303 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1153347.750000 Penalty: 2770.226318
	Iteration 17Q: 3 clusters Score -1153348 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1153381.250000 Penalty: 2770.226318
	Iteration 18Q: 3 clusters Score -1153381 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1153416.375000 Penalty: 2770.226318
	Iteration 19Q: 3 clusters Score -1153416 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1153445.250000 Penalty: 2770.226318
	Iteration 20F: 3 clusters Score -1153445 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1153476.000000 Penalty: 2770.226318
	Iteration 21Q: 3 clusters Score -1153476 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1153499.250000 Penalty: 2770.226318
	Iteration 22Q: 3 clusters Score -1153499 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1153522.625000 Penalty: 2770.226318
	Iteration 23Q: 3 clusters Score -1153523 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1153541.250000 Penalty: 2770.226318
	Iteration 24Q: 3 clusters Score -1153541 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1153554.875000 Penalty: 2770.226318
	Iteration 25Q: 3 clusters Score -1153555 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1153571.375000 Penalty: 2770.226318
	Iteration 26Q: 3 clusters Score -1153571 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1153587.125000 Penalty: 2770.226318
	Iteration 27Q: 3 clusters Score -1153587 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1153597.625000 Penalty: 2770.226318
	Iteration 28Q: 3 clusters Score -1153598 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1153617.250000 Penalty: 2770.226318
	Iteration 29Q: 3 clusters Score -1153617 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1153632.875000 Penalty: 2770.226318
	Iteration 30Q: 3 clusters Score -1153633 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1153644.750000 Penalty: 2770.226318
	Iteration 31Q: 3 clusters Score -1153645 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1153657.625000 Penalty: 2770.226318
	Iteration 32Q: 3 clusters Score -1153658 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1153663.875000 Penalty: 2770.226318
	Iteration 33Q: 3 clusters Score -1153664 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1153673.125000 Penalty: 2770.226318
	Iteration 34Q: 3 clusters Score -1153673 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1153680.000000 Penalty: 2770.226318
	Iteration 35Q: 3 clusters Score -1153680 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1153685.375000 Penalty: 2770.226318
	Iteration 36Q: 3 clusters Score -1153685 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1153694.500000 Penalty: 2770.226318
	Iteration 37Q: 3 clusters Score -1153694 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1153697.625000 Penalty: 2770.226318
	Iteration 38Q: 3 clusters Score -1153698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1153702.250000 Penalty: 2770.226318
	Iteration 39Q: 3 clusters Score -1153702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1153703.625000 Penalty: 2770.226318
	Iteration 40F: 3 clusters Score -1153704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1153708.500000 Penalty: 2770.226318
	Iteration 41Q: 3 clusters Score -1153708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1153710.000000 Penalty: 2770.226318
	Iteration 42Q: 3 clusters Score -1153710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1153711.625000 Penalty: 2770.226318
	Iteration 43Q: 3 clusters Score -1153712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1153717.125000 Penalty: 2770.226318
	Iteration 44Q: 3 clusters Score -1153717 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1153722.500000 Penalty: 2770.226318
	Iteration 45Q: 3 clusters Score -1153722 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1153726.750000 Penalty: 2770.226318
	Iteration 46Q: 3 clusters Score -1153727 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1153730.250000 Penalty: 2770.226318
	Iteration 47Q: 3 clusters Score -1153730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1153736.000000 Penalty: 2770.226318
	Iteration 48Q: 3 clusters Score -1153736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1153741.125000 Penalty: 2770.226318
	Iteration 49Q: 3 clusters Score -1153741 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1153745.375000 Penalty: 2770.226318
	Iteration 50Q: 3 clusters Score -1153745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1153749.875000 Penalty: 2770.226318
	Iteration 51Q: 3 clusters Score -1153750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1153752.375000 Penalty: 2770.226318
	Iteration 52Q: 3 clusters Score -1153752 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1153757.625000 Penalty: 2770.226318
	Iteration 53Q: 3 clusters Score -1153758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1153759.250000 Penalty: 2770.226318
	Iteration 54Q: 3 clusters Score -1153759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1153758.500000 Penalty: 2770.226318
	Iteration 55Q: 3 clusters Score -1153758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1153761.250000 Penalty: 2770.226318
	Iteration 56Q: 3 clusters Score -1153761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1153762.125000 Penalty: 2770.226318
	Iteration 57Q: 3 clusters Score -1153762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1153763.750000 Penalty: 2770.226318
	Iteration 58Q: 3 clusters Score -1153764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1153763.750000 Penalty: 2770.226318
	Iteration 59Q: 3 clusters Score -1153764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1153767.375000 Penalty: 2770.226318
	Iteration 60F: 3 clusters Score -1153767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1153765.750000 Penalty: 2770.226318
	Iteration 61Q: 3 clusters Score -1153766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1153765.125000 Penalty: 2770.226318
	Iteration 62Q: 3 clusters Score -1153765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1153767.875000 Penalty: 2770.226318
	Iteration 63Q: 3 clusters Score -1153768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1153766.875000 Penalty: 2770.226318
	Iteration 64Q: 3 clusters Score -1153767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1153766.875000 Penalty: 2770.226318
	Iteration 65F: 3 clusters Score -1153767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Entering Unmasked Estep 
Score: -1205802.500000 Penalty: 1390.854614
	Iteration 0F: 2 clusters Score -1205802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1198192.125000 Penalty: 2781.709229
	Iteration 0F: 3 clusters Score -1198192 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1200657.375000 Penalty: 2781.709229
	Iteration 1F: 3 clusters Score -1200657 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1200999.000000 Penalty: 2781.709229
	Iteration 2F: 3 clusters Score -1200999 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1201275.375000 Penalty: 2781.709229
	Iteration 3F: 3 clusters Score -1201275 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1201479.500000 Penalty: 2781.709229
	Iteration 4Q: 3 clusters Score -1201480 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1201650.625000 Penalty: 2781.709229
	Iteration 5Q: 3 clusters Score -1201651 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1201821.000000 Penalty: 2781.709229
	Iteration 6Q: 3 clusters Score -1201821 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1201980.500000 Penalty: 2781.709229
	Iteration 7Q: 3 clusters Score -1201980 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1202147.875000 Penalty: 2781.709229
	Iteration 8Q: 3 clusters Score -1202148 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1202339.125000 Penalty: 2781.709229
	Iteration 9Q: 3 clusters Score -1202339 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1202526.250000 Penalty: 2781.709229
	Iteration 10Q: 3 clusters Score -1202526 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1202705.000000 Penalty: 2781.709229
	Iteration 11Q: 3 clusters Score -1202705 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1202880.500000 Penalty: 2781.709229
	Iteration 12Q: 3 clusters Score -1202880 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1203064.750000 Penalty: 2781.709229
	Iteration 13Q: 3 clusters Score -1203065 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1203213.500000 Penalty: 2781.709229
	Iteration 14Q: 3 clusters Score -1203214 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1203330.125000 Penalty: 2781.709229
	Iteration 15Q: 3 clusters Score -1203330 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1203428.125000 Penalty: 2781.709229
	Iteration 16Q: 3 clusters Score -1203428 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1203498.000000 Penalty: 2781.709229
	Iteration 17Q: 3 clusters Score -1203498 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1203550.750000 Penalty: 2781.709229
	Iteration 18Q: 3 clusters Score -1203551 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1203594.375000 Penalty: 2781.709229
	Iteration 19Q: 3 clusters Score -1203594 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1203630.625000 Penalty: 2781.709229
	Iteration 20F: 3 clusters Score -1203631 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1203662.125000 Penalty: 2781.709229
	Iteration 21Q: 3 clusters Score -1203662 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1203693.500000 Penalty: 2781.709229
	Iteration 22Q: 3 clusters Score -1203694 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1203717.625000 Penalty: 2781.709229
	Iteration 23Q: 3 clusters Score -1203718 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1203745.000000 Penalty: 2781.709229
	Iteration 24Q: 3 clusters Score -1203745 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1203769.375000 Penalty: 2781.709229
	Iteration 25Q: 3 clusters Score -1203769 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1203796.625000 Penalty: 2781.709229
	Iteration 26Q: 3 clusters Score -1203797 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1203827.750000 Penalty: 2781.709229
	Iteration 27Q: 3 clusters Score -1203828 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1203862.125000 Penalty: 2781.709229
	Iteration 28Q: 3 clusters Score -1203862 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1203900.750000 Penalty: 2781.709229
	Iteration 29Q: 3 clusters Score -1203901 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1203932.250000 Penalty: 2781.709229
	Iteration 30Q: 3 clusters Score -1203932 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1203961.875000 Penalty: 2781.709229
	Iteration 31Q: 3 clusters Score -1203962 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1203990.250000 Penalty: 2781.709229
	Iteration 32Q: 3 clusters Score -1203990 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1204006.375000 Penalty: 2781.709229
	Iteration 33Q: 3 clusters Score -1204006 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1204023.500000 Penalty: 2781.709229
	Iteration 34Q: 3 clusters Score -1204024 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1204047.000000 Penalty: 2781.709229
	Iteration 35Q: 3 clusters Score -1204047 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1204069.750000 Penalty: 2781.709229
	Iteration 36Q: 3 clusters Score -1204070 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1204095.875000 Penalty: 2781.709229
	Iteration 37Q: 3 clusters Score -1204096 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1204123.750000 Penalty: 2781.709229
	Iteration 38Q: 3 clusters Score -1204124 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1204157.875000 Penalty: 2781.709229
	Iteration 39Q: 3 clusters Score -1204158 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1204187.375000 Penalty: 2781.709229
	Iteration 40F: 3 clusters Score -1204187 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1204224.000000 Penalty: 2781.709229
	Iteration 41Q: 3 clusters Score -1204224 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1204244.625000 Penalty: 2781.709229
	Iteration 42Q: 3 clusters Score -1204245 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1204272.500000 Penalty: 2781.709229
	Iteration 43Q: 3 clusters Score -1204272 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1204313.250000 Penalty: 2781.709229
	Iteration 44Q: 3 clusters Score -1204313 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1204354.000000 Penalty: 2781.709229
	Iteration 45Q: 3 clusters Score -1204354 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1204390.375000 Penalty: 2781.709229
	Iteration 46Q: 3 clusters Score -1204390 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1204427.125000 Penalty: 2781.709229
	Iteration 47Q: 3 clusters Score -1204427 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1204457.750000 Penalty: 2781.709229
	Iteration 48Q: 3 clusters Score -1204458 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1204480.875000 Penalty: 2781.709229
	Iteration 49Q: 3 clusters Score -1204481 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1204514.625000 Penalty: 2781.709229
	Iteration 50Q: 3 clusters Score -1204515 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1204539.750000 Penalty: 2781.709229
	Iteration 51Q: 3 clusters Score -1204540 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1204568.250000 Penalty: 2781.709229
	Iteration 52Q: 3 clusters Score -1204568 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1204593.750000 Penalty: 2781.709229
	Iteration 53Q: 3 clusters Score -1204594 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1204629.000000 Penalty: 2781.709229
	Iteration 54Q: 3 clusters Score -1204629 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1204653.875000 Penalty: 2781.709229
	Iteration 55Q: 3 clusters Score -1204654 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1204679.625000 Penalty: 2781.709229
	Iteration 56Q: 3 clusters Score -1204680 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1204698.750000 Penalty: 2781.709229
	Iteration 57Q: 3 clusters Score -1204699 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1204720.875000 Penalty: 2781.709229
	Iteration 58Q: 3 clusters Score -1204721 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1204736.125000 Penalty: 2781.709229
	Iteration 59Q: 3 clusters Score -1204736 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -1204747.625000 Penalty: 2781.709229
	Iteration 60F: 3 clusters Score -1204748 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1204757.750000 Penalty: 2781.709229
	Iteration 61Q: 3 clusters Score -1204758 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1204764.000000 Penalty: 2781.709229
	Iteration 62Q: 3 clusters Score -1204764 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1204768.375000 Penalty: 2781.709229
	Iteration 63Q: 3 clusters Score -1204768 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1204776.125000 Penalty: 2781.709229
	Iteration 64Q: 3 clusters Score -1204776 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1204783.625000 Penalty: 2781.709229
	Iteration 65Q: 3 clusters Score -1204784 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1204789.625000 Penalty: 2781.709229
	Iteration 66Q: 3 clusters Score -1204790 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1204801.125000 Penalty: 2781.709229
	Iteration 67Q: 3 clusters Score -1204801 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1204805.125000 Penalty: 2781.709229
	Iteration 68Q: 3 clusters Score -1204805 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1204808.500000 Penalty: 2781.709229
	Iteration 69Q: 3 clusters Score -1204808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -1204813.250000 Penalty: 2781.709229
	Iteration 70Q: 3 clusters Score -1204813 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -1204813.500000 Penalty: 2781.709229
	Iteration 71Q: 3 clusters Score -1204814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1204822.125000 Penalty: 2781.709229
	Iteration 72Q: 3 clusters Score -1204822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1204826.125000 Penalty: 2781.709229
	Iteration 73Q: 3 clusters Score -1204826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1204831.250000 Penalty: 2781.709229
	Iteration 74Q: 3 clusters Score -1204831 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1204837.125000 Penalty: 2781.709229
	Iteration 75Q: 3 clusters Score -1204837 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1204842.125000 Penalty: 2781.709229
	Iteration 76Q: 3 clusters Score -1204842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1204843.875000 Penalty: 2781.709229
	Iteration 77Q: 3 clusters Score -1204844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1204844.250000 Penalty: 2781.709229
	Iteration 78Q: 3 clusters Score -1204844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1204844.000000 Penalty: 2781.709229
	Iteration 79Q: 3 clusters Score -1204844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1204847.000000 Penalty: 2781.709229
	Iteration 80F: 3 clusters Score -1204847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1204848.125000 Penalty: 2781.709229
	Iteration 81Q: 3 clusters Score -1204848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1204848.125000 Penalty: 2781.709229
	Iteration 82F: 3 clusters Score -1204848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Entering Unmasked Estep 
Score: -1079165.000000 Penalty: 1374.766968
	Iteration 0F: 2 clusters Score -1079165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1072179.500000 Penalty: 2749.533936
	Iteration 0F: 3 clusters Score -1072180 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1074458.125000 Penalty: 2749.533936
	Iteration 1F: 3 clusters Score -1074458 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1074725.625000 Penalty: 2749.533936
	Iteration 2F: 3 clusters Score -1074726 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1074934.250000 Penalty: 2749.533936
	Iteration 3Q: 3 clusters Score -1074934 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1075090.500000 Penalty: 2749.533936
	Iteration 4Q: 3 clusters Score -1075090 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1075217.375000 Penalty: 2749.533936
	Iteration 5Q: 3 clusters Score -1075217 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1075342.375000 Penalty: 2749.533936
	Iteration 6Q: 3 clusters Score -1075342 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1075469.000000 Penalty: 2749.533936
	Iteration 7Q: 3 clusters Score -1075469 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1075606.625000 Penalty: 2749.533936
	Iteration 8Q: 3 clusters Score -1075607 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1075785.125000 Penalty: 2749.533936
	Iteration 9Q: 3 clusters Score -1075785 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1076029.500000 Penalty: 2749.533936
	Iteration 10Q: 3 clusters Score -1076030 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1076335.000000 Penalty: 2749.533936
	Iteration 11Q: 3 clusters Score -1076335 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1076655.625000 Penalty: 2749.533936
	Iteration 12Q: 3 clusters Score -1076656 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1076976.500000 Penalty: 2749.533936
	Iteration 13Q: 3 clusters Score -1076976 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1077278.125000 Penalty: 2749.533936
	Iteration 14Q: 3 clusters Score -1077278 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1077500.875000 Penalty: 2749.533936
	Iteration 15Q: 3 clusters Score -1077501 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1077672.375000 Penalty: 2749.533936
	Iteration 16Q: 3 clusters Score -1077672 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1077780.375000 Penalty: 2749.533936
	Iteration 17Q: 3 clusters Score -1077780 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1077843.375000 Penalty: 2749.533936
	Iteration 18Q: 3 clusters Score -1077843 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1077884.625000 Penalty: 2749.533936
	Iteration 19Q: 3 clusters Score -1077885 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1077924.500000 Penalty: 2749.533936
	Iteration 20F: 3 clusters Score -1077924 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1077948.750000 Penalty: 2749.533936
	Iteration 21Q: 3 clusters Score -1077949 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1077973.000000 Penalty: 2749.533936
	Iteration 22Q: 3 clusters Score -1077973 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1078000.000000 Penalty: 2749.533936
	Iteration 23Q: 3 clusters Score -1078000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1078015.750000 Penalty: 2749.533936
	Iteration 24Q: 3 clusters Score -1078016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1078023.875000 Penalty: 2749.533936
	Iteration 25Q: 3 clusters Score -1078024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1078036.250000 Penalty: 2749.533936
	Iteration 26Q: 3 clusters Score -1078036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1078045.250000 Penalty: 2749.533936
	Iteration 27Q: 3 clusters Score -1078045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1078051.250000 Penalty: 2749.533936
	Iteration 28Q: 3 clusters Score -1078051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1078053.500000 Penalty: 2749.533936
	Iteration 29Q: 3 clusters Score -1078054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1078057.250000 Penalty: 2749.533936
	Iteration 30Q: 3 clusters Score -1078057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1078058.625000 Penalty: 2749.533936
	Iteration 31Q: 3 clusters Score -1078059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -1078060.250000 Penalty: 2749.533936
	Iteration 32Q: 3 clusters Score -1078060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1078063.375000 Penalty: 2749.533936
	Iteration 33Q: 3 clusters Score -1078063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1078065.875000 Penalty: 2749.533936
	Iteration 34Q: 3 clusters Score -1078066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1078067.000000 Penalty: 2749.533936
	Iteration 35Q: 3 clusters Score -1078067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1078067.875000 Penalty: 2749.533936
	Iteration 36Q: 3 clusters Score -1078068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1078067.875000 Penalty: 2749.533936
	Iteration 37F: 3 clusters Score -1078068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -748404.062500 Penalty: 1326.915894
	Iteration 0F: 2 clusters Score -748404.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -743339.062500 Penalty: 2653.831787
	Iteration 0F: 3 clusters Score -743339.1 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -744944.000000 Penalty: 2653.831787
	Iteration 1F: 3 clusters Score -744944 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -745225.687500 Penalty: 2653.831787
	Iteration 2F: 3 clusters Score -745225.7 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -745458.812500 Penalty: 2653.831787
	Iteration 3F: 3 clusters Score -745458.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -745653.437500 Penalty: 2653.831787
	Iteration 4Q: 3 clusters Score -745653.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -745824.312500 Penalty: 2653.831787
	Iteration 5Q: 3 clusters Score -745824.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -745995.437500 Penalty: 2653.831787
	Iteration 6Q: 3 clusters Score -745995.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -746159.000000 Penalty: 2653.831787
	Iteration 7Q: 3 clusters Score -746159 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -746379.812500 Penalty: 2653.831787
	Iteration 8Q: 3 clusters Score -746379.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -746599.437500 Penalty: 2653.831787
	Iteration 9Q: 3 clusters Score -746599.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -746848.000000 Penalty: 2653.831787
	Iteration 10Q: 3 clusters Score -746848 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -747076.687500 Penalty: 2653.831787
	Iteration 11Q: 3 clusters Score -747076.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -747267.687500 Penalty: 2653.831787
	Iteration 12Q: 3 clusters Score -747267.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -747408.687500 Penalty: 2653.831787
	Iteration 13Q: 3 clusters Score -747408.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -747529.125000 Penalty: 2653.831787
	Iteration 14Q: 3 clusters Score -747529.1 nChanged 117
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: -747621.250000 Penalty: 2653.831787
	Iteration 15Q: 3 clusters Score -747621.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -747685.625000 Penalty: 2653.831787
	Iteration 16Q: 3 clusters Score -747685.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -747751.375000 Penalty: 2653.831787
	Iteration 17Q: 3 clusters Score -747751.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -747801.187500 Penalty: 2653.831787
	Iteration 18Q: 3 clusters Score -747801.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -747834.312500 Penalty: 2653.831787
	Iteration 19Q: 3 clusters Score -747834.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -747861.625000 Penalty: 2653.831787
	Iteration 20F: 3 clusters Score -747861.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -747886.500000 Penalty: 2653.831787
	Iteration 21Q: 3 clusters Score -747886.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -747908.250000 Penalty: 2653.831787
	Iteration 22Q: 3 clusters Score -747908.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -747927.375000 Penalty: 2653.831787
	Iteration 23Q: 3 clusters Score -747927.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -747938.250000 Penalty: 2653.831787
	Iteration 24Q: 3 clusters Score -747938.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -747943.062500 Penalty: 2653.831787
	Iteration 25Q: 3 clusters Score -747943.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -747951.000000 Penalty: 2653.831787
	Iteration 26Q: 3 clusters Score -747951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -747956.875000 Penalty: 2653.831787
	Iteration 27Q: 3 clusters Score -747956.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -747963.625000 Penalty: 2653.831787
	Iteration 28Q: 3 clusters Score -747963.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -747969.312500 Penalty: 2653.831787
	Iteration 29Q: 3 clusters Score -747969.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -747973.437500 Penalty: 2653.831787
	Iteration 30Q: 3 clusters Score -747973.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -747977.625000 Penalty: 2653.831787
	Iteration 31Q: 3 clusters Score -747977.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -747982.875000 Penalty: 2653.831787
	Iteration 32Q: 3 clusters Score -747982.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -747985.125000 Penalty: 2653.831787
	Iteration 33Q: 3 clusters Score -747985.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -747988.437500 Penalty: 2653.831787
	Iteration 34Q: 3 clusters Score -747988.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -747988.000000 Penalty: 2653.831787
	Iteration 35Q: 3 clusters Score -747988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -747988.000000 Penalty: 2653.831787
	Iteration 36F: 3 clusters Score -747988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (20165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Entering Unmasked Estep 
Score: -2064872.250000 Penalty: 1474.861572
	Iteration 0F: 2 clusters Score -2064872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -2051646.250000 Penalty: 2949.723145
	Iteration 0F: 3 clusters Score -2051646 nChanged 8828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -2056537.875000 Penalty: 2949.723145
	Iteration 1F: 3 clusters Score -2056538 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -2057040.875000 Penalty: 2949.723145
	Iteration 2F: 3 clusters Score -2057041 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -2057549.375000 Penalty: 2949.723145
	Iteration 3F: 3 clusters Score -2057549 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -2058068.750000 Penalty: 2949.723145
	Iteration 4F: 3 clusters Score -2058069 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -2058582.250000 Penalty: 2949.723145
	Iteration 5F: 3 clusters Score -2058582 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -2059109.500000 Penalty: 2949.723145
	Iteration 6Q: 3 clusters Score -2059110 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -2059654.375000 Penalty: 2949.723145
	Iteration 7Q: 3 clusters Score -2059654 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -2060145.875000 Penalty: 2949.723145
	Iteration 8Q: 3 clusters Score -2060146 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -2060558.125000 Penalty: 2949.723145
	Iteration 9Q: 3 clusters Score -2060558 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -2060945.375000 Penalty: 2949.723145
	Iteration 10Q: 3 clusters Score -2060945 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -2061238.250000 Penalty: 2949.723145
	Iteration 11Q: 3 clusters Score -2061238 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -2061535.625000 Penalty: 2949.723145
	Iteration 12Q: 3 clusters Score -2061536 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -2061729.375000 Penalty: 2949.723145
	Iteration 13Q: 3 clusters Score -2061729 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -2061903.250000 Penalty: 2949.723145
	Iteration 14Q: 3 clusters Score -2061903 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -2062048.250000 Penalty: 2949.723145
	Iteration 15Q: 3 clusters Score -2062048 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -2062163.375000 Penalty: 2949.723145
	Iteration 16Q: 3 clusters Score -2062163 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -2062264.625000 Penalty: 2949.723145
	Iteration 17Q: 3 clusters Score -2062265 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -2062371.625000 Penalty: 2949.723145
	Iteration 18Q: 3 clusters Score -2062372 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -2062447.250000 Penalty: 2949.723145
	Iteration 19Q: 3 clusters Score -2062447 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -2062518.875000 Penalty: 2949.723145
	Iteration 20F: 3 clusters Score -2062519 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -2062587.250000 Penalty: 2949.723145
	Iteration 21Q: 3 clusters Score -2062587 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -2062660.750000 Penalty: 2949.723145
	Iteration 22Q: 3 clusters Score -2062661 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -2062718.375000 Penalty: 2949.723145
	Iteration 23Q: 3 clusters Score -2062718 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -2062784.000000 Penalty: 2949.723145
	Iteration 24Q: 3 clusters Score -2062784 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -2062859.875000 Penalty: 2949.723145
	Iteration 25Q: 3 clusters Score -2062860 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -2062932.500000 Penalty: 2949.723145
	Iteration 26Q: 3 clusters Score -2062932 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -2062985.125000 Penalty: 2949.723145
	Iteration 27Q: 3 clusters Score -2062985 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -2063036.000000 Penalty: 2949.723145
	Iteration 28Q: 3 clusters Score -2063036 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -2063090.250000 Penalty: 2949.723145
	Iteration 29Q: 3 clusters Score -2063090 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -2063128.750000 Penalty: 2949.723145
	Iteration 30Q: 3 clusters Score -2063129 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -2063160.625000 Penalty: 2949.723145
	Iteration 31Q: 3 clusters Score -2063161 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -2063187.875000 Penalty: 2949.723145
	Iteration 32Q: 3 clusters Score -2063188 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -2063229.250000 Penalty: 2949.723145
	Iteration 33Q: 3 clusters Score -2063229 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -2063264.125000 Penalty: 2949.723145
	Iteration 34Q: 3 clusters Score -2063264 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -2063296.000000 Penalty: 2949.723145
	Iteration 35Q: 3 clusters Score -2063296 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -2063319.000000 Penalty: 2949.723145
	Iteration 36Q: 3 clusters Score -2063319 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -2063344.375000 Penalty: 2949.723145
	Iteration 37Q: 3 clusters Score -2063344 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -2063363.750000 Penalty: 2949.723145
	Iteration 38Q: 3 clusters Score -2063364 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -2063394.000000 Penalty: 2949.723145
	Iteration 39Q: 3 clusters Score -2063394 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -2063422.000000 Penalty: 2949.723145
	Iteration 40F: 3 clusters Score -2063422 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2063456.000000 Penalty: 2949.723145
	Iteration 41Q: 3 clusters Score -2063456 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2063479.625000 Penalty: 2949.723145
	Iteration 42Q: 3 clusters Score -2063480 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -2063491.750000 Penalty: 2949.723145
	Iteration 43Q: 3 clusters Score -2063492 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2063511.875000 Penalty: 2949.723145
	Iteration 44Q: 3 clusters Score -2063512 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2063522.125000 Penalty: 2949.723145
	Iteration 45Q: 3 clusters Score -2063522 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2063527.125000 Penalty: 2949.723145
	Iteration 46Q: 3 clusters Score -2063527 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -2063540.125000 Penalty: 2949.723145
	Iteration 47Q: 3 clusters Score -2063540 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2063546.250000 Penalty: 2949.723145
	Iteration 48Q: 3 clusters Score -2063546 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2063560.500000 Penalty: 2949.723145
	Iteration 49Q: 3 clusters Score -2063560 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2063570.875000 Penalty: 2949.723145
	Iteration 50Q: 3 clusters Score -2063571 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2063572.000000 Penalty: 2949.723145
	Iteration 51Q: 3 clusters Score -2063572 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2063584.500000 Penalty: 2949.723145
	Iteration 52Q: 3 clusters Score -2063584 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2063595.875000 Penalty: 2949.723145
	Iteration 53Q: 3 clusters Score -2063596 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2063608.875000 Penalty: 2949.723145
	Iteration 54Q: 3 clusters Score -2063609 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2063622.875000 Penalty: 2949.723145
	Iteration 55Q: 3 clusters Score -2063623 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2063639.750000 Penalty: 2949.723145
	Iteration 56Q: 3 clusters Score -2063640 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2063644.000000 Penalty: 2949.723145
	Iteration 57Q: 3 clusters Score -2063644 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2063657.750000 Penalty: 2949.723145
	Iteration 58Q: 3 clusters Score -2063658 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2063663.500000 Penalty: 2949.723145
	Iteration 59Q: 3 clusters Score -2063664 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2063671.625000 Penalty: 2949.723145
	Iteration 60F: 3 clusters Score -2063672 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2063680.000000 Penalty: 2949.723145
	Iteration 61Q: 3 clusters Score -2063680 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2063692.750000 Penalty: 2949.723145
	Iteration 62Q: 3 clusters Score -2063693 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2063691.250000 Penalty: 2949.723145
	Iteration 63Q: 3 clusters Score -2063691 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2063694.125000 Penalty: 2949.723145
	Iteration 64Q: 3 clusters Score -2063694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2063703.250000 Penalty: 2949.723145
	Iteration 65Q: 3 clusters Score -2063703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2063701.250000 Penalty: 2949.723145
	Iteration 66Q: 3 clusters Score -2063701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2063702.000000 Penalty: 2949.723145
	Iteration 67Q: 3 clusters Score -2063702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2063704.625000 Penalty: 2949.723145
	Iteration 68Q: 3 clusters Score -2063705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2063701.750000 Penalty: 2949.723145
	Iteration 69Q: 3 clusters Score -2063702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2063701.125000 Penalty: 2949.723145
	Iteration 70Q: 3 clusters Score -2063701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2063704.000000 Penalty: 2949.723145
	Iteration 71Q: 3 clusters Score -2063704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2063705.750000 Penalty: 2949.723145
	Iteration 72Q: 3 clusters Score -2063706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2063705.000000 Penalty: 2949.723145
	Iteration 73Q: 3 clusters Score -2063705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2063705.875000 Penalty: 2949.723145
	Iteration 74Q: 3 clusters Score -2063706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2063704.625000 Penalty: 2949.723145
	Iteration 75Q: 3 clusters Score -2063705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2063706.125000 Penalty: 2949.723145
	Iteration 76Q: 3 clusters Score -2063706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2063706.125000 Penalty: 2949.723145
	Iteration 77F: 3 clusters Score -2063706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (37412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37412 members 
Entering Unmasked Estep 
Score: -3887923.500000 Penalty: 1566.826416
	Iteration 0F: 2 clusters Score -3887924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -3863566.000000 Penalty: 3133.652832
	Iteration 0F: 3 clusters Score -3863566 nChanged 17075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -3872996.500000 Penalty: 3133.652832
	Iteration 1F: 3 clusters Score -3872996 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -3873683.750000 Penalty: 3133.652832
	Iteration 2Q: 3 clusters Score -3873684 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -3874446.250000 Penalty: 3133.652832
	Iteration 3Q: 3 clusters Score -3874446 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -3875454.250000 Penalty: 3133.652832
	Iteration 4F: 3 clusters Score -3875454 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24252 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -3876829.000000 Penalty: 3133.652832
	Iteration 5F: 3 clusters Score -3876829 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26377 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -3878563.500000 Penalty: 3133.652832
	Iteration 6F: 3 clusters Score -3878564 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -3880377.000000 Penalty: 3133.652832
	Iteration 7F: 3 clusters Score -3880377 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30649 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -3882026.500000 Penalty: 3133.652832
	Iteration 8F: 3 clusters Score -3882026 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32445 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -3883426.000000 Penalty: 3133.652832
	Iteration 9Q: 3 clusters Score -3883426 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33860 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -3884466.500000 Penalty: 3133.652832
	Iteration 10Q: 3 clusters Score -3884466 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34874 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -3885170.750000 Penalty: 3133.652832
	Iteration 11Q: 3 clusters Score -3885171 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35543 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -3885638.000000 Penalty: 3133.652832
	Iteration 12Q: 3 clusters Score -3885638 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36022 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -3885990.750000 Penalty: 3133.652832
	Iteration 13Q: 3 clusters Score -3885991 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36305 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -3886192.500000 Penalty: 3133.652832
	Iteration 14Q: 3 clusters Score -3886192 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36504 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -3886376.500000 Penalty: 3133.652832
	Iteration 15Q: 3 clusters Score -3886376 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36650 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3886518.750000 Penalty: 3133.652832
	Iteration 16Q: 3 clusters Score -3886519 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36727 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -3886602.750000 Penalty: 3133.652832
	Iteration 17Q: 3 clusters Score -3886603 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36768 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -3886656.250000 Penalty: 3133.652832
	Iteration 18Q: 3 clusters Score -3886656 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36802 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -3886695.250000 Penalty: 3133.652832
	Iteration 19Q: 3 clusters Score -3886695 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36832 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -3886733.250000 Penalty: 3133.652832
	Iteration 20F: 3 clusters Score -3886733 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36854 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -3886757.250000 Penalty: 3133.652832
	Iteration 21Q: 3 clusters Score -3886757 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36867 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -3886768.250000 Penalty: 3133.652832
	Iteration 22Q: 3 clusters Score -3886768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36876 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -3886778.500000 Penalty: 3133.652832
	Iteration 23Q: 3 clusters Score -3886778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36885 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3886784.500000 Penalty: 3133.652832
	Iteration 24Q: 3 clusters Score -3886784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36892 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -3886791.750000 Penalty: 3133.652832
	Iteration 25Q: 3 clusters Score -3886792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36897 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -3886791.750000 Penalty: 3133.652832
	Iteration 26Q: 3 clusters Score -3886792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36899 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -3886795.500000 Penalty: 3133.652832
	Iteration 27Q: 3 clusters Score -3886796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36900 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3886794.750000 Penalty: 3133.652832
	Iteration 28Q: 3 clusters Score -3886795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36900 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3886798.250000 Penalty: 3133.652832
	Iteration 29Q: 3 clusters Score -3886798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36902 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3886798.250000 Penalty: 3133.652832
	Iteration 30Q: 3 clusters Score -3886798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36903 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -3886798.750000 Penalty: 3133.652832
	Iteration 31Q: 3 clusters Score -3886799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36904 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3886799.750000 Penalty: 3133.652832
	Iteration 32Q: 3 clusters Score -3886800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36906 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -3886803.250000 Penalty: 3133.652832
	Iteration 33Q: 3 clusters Score -3886803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36909 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -3886804.500000 Penalty: 3133.652832
	Iteration 34Q: 3 clusters Score -3886804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36910 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3886806.250000 Penalty: 3133.652832
	Iteration 35Q: 3 clusters Score -3886806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36910 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3886806.250000 Penalty: 3133.652832
	Iteration 36F: 3 clusters Score -3886806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Entering Unmasked Estep 
Score: -1727195.625000 Penalty: 1444.788452
	Iteration 0F: 2 clusters Score -1727196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1716309.375000 Penalty: 2889.576904
	Iteration 0F: 3 clusters Score -1716309 nChanged 7144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1720121.375000 Penalty: 2889.576904
	Iteration 1F: 3 clusters Score -1720121 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1720536.250000 Penalty: 2889.576904
	Iteration 2F: 3 clusters Score -1720536 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1720879.375000 Penalty: 2889.576904
	Iteration 3F: 3 clusters Score -1720879 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1721188.500000 Penalty: 2889.576904
	Iteration 4Q: 3 clusters Score -1721188 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1721459.000000 Penalty: 2889.576904
	Iteration 5Q: 3 clusters Score -1721459 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1721735.875000 Penalty: 2889.576904
	Iteration 6Q: 3 clusters Score -1721736 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1722049.750000 Penalty: 2889.576904
	Iteration 7Q: 3 clusters Score -1722050 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1722365.250000 Penalty: 2889.576904
	Iteration 8Q: 3 clusters Score -1722365 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1722719.875000 Penalty: 2889.576904
	Iteration 9Q: 3 clusters Score -1722720 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1723110.750000 Penalty: 2889.576904
	Iteration 10Q: 3 clusters Score -1723111 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -1723502.625000 Penalty: 2889.576904
	Iteration 11Q: 3 clusters Score -1723503 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -1723917.875000 Penalty: 2889.576904
	Iteration 12Q: 3 clusters Score -1723918 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -1724348.875000 Penalty: 2889.576904
	Iteration 13Q: 3 clusters Score -1724349 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -1724769.750000 Penalty: 2889.576904
	Iteration 14Q: 3 clusters Score -1724770 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -1725079.875000 Penalty: 2889.576904
	Iteration 15Q: 3 clusters Score -1725080 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -1725323.625000 Penalty: 2889.576904
	Iteration 16Q: 3 clusters Score -1725324 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -1725576.750000 Penalty: 2889.576904
	Iteration 17Q: 3 clusters Score -1725577 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -1725779.625000 Penalty: 2889.576904
	Iteration 18Q: 3 clusters Score -1725780 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -1725911.875000 Penalty: 2889.576904
	Iteration 19Q: 3 clusters Score -1725912 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -1726015.000000 Penalty: 2889.576904
	Iteration 20F: 3 clusters Score -1726015 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -1726101.125000 Penalty: 2889.576904
	Iteration 21Q: 3 clusters Score -1726101 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -1726154.000000 Penalty: 2889.576904
	Iteration 22Q: 3 clusters Score -1726154 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -1726183.500000 Penalty: 2889.576904
	Iteration 23Q: 3 clusters Score -1726184 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -1726217.875000 Penalty: 2889.576904
	Iteration 24Q: 3 clusters Score -1726218 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -1726243.125000 Penalty: 2889.576904
	Iteration 25Q: 3 clusters Score -1726243 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -1726258.750000 Penalty: 2889.576904
	Iteration 26Q: 3 clusters Score -1726259 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -1726265.875000 Penalty: 2889.576904
	Iteration 27Q: 3 clusters Score -1726266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -1726270.750000 Penalty: 2889.576904
	Iteration 28Q: 3 clusters Score -1726271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -1726277.875000 Penalty: 2889.576904
	Iteration 29Q: 3 clusters Score -1726278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -1726284.750000 Penalty: 2889.576904
	Iteration 30Q: 3 clusters Score -1726285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -1726294.000000 Penalty: 2889.576904
	Iteration 31Q: 3 clusters Score -1726294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -1726300.125000 Penalty: 2889.576904
	Iteration 32Q: 3 clusters Score -1726300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -1726303.125000 Penalty: 2889.576904
	Iteration 33Q: 3 clusters Score -1726303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -1726304.125000 Penalty: 2889.576904
	Iteration 34Q: 3 clusters Score -1726304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -1726309.000000 Penalty: 2889.576904
	Iteration 35Q: 3 clusters Score -1726309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -1726310.250000 Penalty: 2889.576904
	Iteration 36Q: 3 clusters Score -1726310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -1726314.750000 Penalty: 2889.576904
	Iteration 37Q: 3 clusters Score -1726315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -1726317.000000 Penalty: 2889.576904
	Iteration 38Q: 3 clusters Score -1726317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -1726318.125000 Penalty: 2889.576904
	Iteration 39Q: 3 clusters Score -1726318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -1726318.125000 Penalty: 2889.576904
	Iteration 40F: 3 clusters Score -1726318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Entering Unmasked Estep 
Score: -2044923.625000 Penalty: 1485.345581
	Iteration 0F: 2 clusters Score -2044924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -2030786.625000 Penalty: 2970.691162
	Iteration 0F: 3 clusters Score -2030787 nChanged 9545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -2036125.250000 Penalty: 2970.691162
	Iteration 1F: 3 clusters Score -2036125 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -2036700.625000 Penalty: 2970.691162
	Iteration 2F: 3 clusters Score -2036701 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -2037259.375000 Penalty: 2970.691162
	Iteration 3F: 3 clusters Score -2037259 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -2037839.000000 Penalty: 2970.691162
	Iteration 4F: 3 clusters Score -2037839 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -2038422.500000 Penalty: 2970.691162
	Iteration 5F: 3 clusters Score -2038422 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -2039015.000000 Penalty: 2970.691162
	Iteration 6F: 3 clusters Score -2039015 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -2039600.375000 Penalty: 2970.691162
	Iteration 7Q: 3 clusters Score -2039600 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -2040105.250000 Penalty: 2970.691162
	Iteration 8Q: 3 clusters Score -2040105 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -2040526.000000 Penalty: 2970.691162
	Iteration 9Q: 3 clusters Score -2040526 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -2040813.875000 Penalty: 2970.691162
	Iteration 10Q: 3 clusters Score -2040814 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -2040989.000000 Penalty: 2970.691162
	Iteration 11Q: 3 clusters Score -2040989 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -2041128.125000 Penalty: 2970.691162
	Iteration 12Q: 3 clusters Score -2041128 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -2041216.875000 Penalty: 2970.691162
	Iteration 13Q: 3 clusters Score -2041217 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -2041322.625000 Penalty: 2970.691162
	Iteration 14Q: 3 clusters Score -2041323 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -2041412.875000 Penalty: 2970.691162
	Iteration 15Q: 3 clusters Score -2041413 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -2041507.125000 Penalty: 2970.691162
	Iteration 16Q: 3 clusters Score -2041507 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -2041593.125000 Penalty: 2970.691162
	Iteration 17Q: 3 clusters Score -2041593 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -2041670.500000 Penalty: 2970.691162
	Iteration 18Q: 3 clusters Score -2041670 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -2041747.875000 Penalty: 2970.691162
	Iteration 19Q: 3 clusters Score -2041748 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -2041814.375000 Penalty: 2970.691162
	Iteration 20F: 3 clusters Score -2041814 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -2041878.625000 Penalty: 2970.691162
	Iteration 21Q: 3 clusters Score -2041879 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -2041956.125000 Penalty: 2970.691162
	Iteration 22Q: 3 clusters Score -2041956 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -2042018.375000 Penalty: 2970.691162
	Iteration 23Q: 3 clusters Score -2042018 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -2042089.625000 Penalty: 2970.691162
	Iteration 24Q: 3 clusters Score -2042090 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -2042153.000000 Penalty: 2970.691162
	Iteration 25Q: 3 clusters Score -2042153 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -2042222.500000 Penalty: 2970.691162
	Iteration 26Q: 3 clusters Score -2042222 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -2042296.125000 Penalty: 2970.691162
	Iteration 27Q: 3 clusters Score -2042296 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -2042363.625000 Penalty: 2970.691162
	Iteration 28Q: 3 clusters Score -2042364 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -2042433.000000 Penalty: 2970.691162
	Iteration 29Q: 3 clusters Score -2042433 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -2042485.250000 Penalty: 2970.691162
	Iteration 30Q: 3 clusters Score -2042485 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -2042531.125000 Penalty: 2970.691162
	Iteration 31Q: 3 clusters Score -2042531 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -2042569.125000 Penalty: 2970.691162
	Iteration 32Q: 3 clusters Score -2042569 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -2042603.250000 Penalty: 2970.691162
	Iteration 33Q: 3 clusters Score -2042603 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -2042634.500000 Penalty: 2970.691162
	Iteration 34Q: 3 clusters Score -2042634 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -2042666.375000 Penalty: 2970.691162
	Iteration 35Q: 3 clusters Score -2042666 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -2042702.875000 Penalty: 2970.691162
	Iteration 36Q: 3 clusters Score -2042703 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -2042735.375000 Penalty: 2970.691162
	Iteration 37Q: 3 clusters Score -2042735 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -2042752.875000 Penalty: 2970.691162
	Iteration 38Q: 3 clusters Score -2042753 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -2042780.875000 Penalty: 2970.691162
	Iteration 39Q: 3 clusters Score -2042781 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -2042810.250000 Penalty: 2970.691162
	Iteration 40F: 3 clusters Score -2042810 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -2042839.000000 Penalty: 2970.691162
	Iteration 41Q: 3 clusters Score -2042839 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -2042871.750000 Penalty: 2970.691162
	Iteration 42Q: 3 clusters Score -2042872 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -2042908.625000 Penalty: 2970.691162
	Iteration 43Q: 3 clusters Score -2042909 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -2042956.625000 Penalty: 2970.691162
	Iteration 44Q: 3 clusters Score -2042957 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -2043020.500000 Penalty: 2970.691162
	Iteration 45Q: 3 clusters Score -2043020 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -2043077.250000 Penalty: 2970.691162
	Iteration 46Q: 3 clusters Score -2043077 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -2043131.125000 Penalty: 2970.691162
	Iteration 47Q: 3 clusters Score -2043131 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -2043177.250000 Penalty: 2970.691162
	Iteration 48Q: 3 clusters Score -2043177 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -2043226.750000 Penalty: 2970.691162
	Iteration 49Q: 3 clusters Score -2043227 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19471 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -2043255.125000 Penalty: 2970.691162
	Iteration 50Q: 3 clusters Score -2043255 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -2043292.125000 Penalty: 2970.691162
	Iteration 51Q: 3 clusters Score -2043292 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2043310.750000 Penalty: 2970.691162
	Iteration 52Q: 3 clusters Score -2043311 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2043338.750000 Penalty: 2970.691162
	Iteration 53Q: 3 clusters Score -2043339 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2043377.500000 Penalty: 2970.691162
	Iteration 54Q: 3 clusters Score -2043378 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2043398.875000 Penalty: 2970.691162
	Iteration 55Q: 3 clusters Score -2043399 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2043419.250000 Penalty: 2970.691162
	Iteration 56Q: 3 clusters Score -2043419 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2043447.375000 Penalty: 2970.691162
	Iteration 57Q: 3 clusters Score -2043447 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2043466.875000 Penalty: 2970.691162
	Iteration 58Q: 3 clusters Score -2043467 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2043478.250000 Penalty: 2970.691162
	Iteration 59Q: 3 clusters Score -2043478 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2043497.375000 Penalty: 2970.691162
	Iteration 60F: 3 clusters Score -2043497 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2043512.125000 Penalty: 2970.691162
	Iteration 61Q: 3 clusters Score -2043512 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2043529.250000 Penalty: 2970.691162
	Iteration 62Q: 3 clusters Score -2043529 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2043543.375000 Penalty: 2970.691162
	Iteration 63Q: 3 clusters Score -2043543 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2043562.125000 Penalty: 2970.691162
	Iteration 64Q: 3 clusters Score -2043562 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2043578.375000 Penalty: 2970.691162
	Iteration 65Q: 3 clusters Score -2043578 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2043594.125000 Penalty: 2970.691162
	Iteration 66Q: 3 clusters Score -2043594 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2043611.375000 Penalty: 2970.691162
	Iteration 67Q: 3 clusters Score -2043611 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2043626.625000 Penalty: 2970.691162
	Iteration 68Q: 3 clusters Score -2043627 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2043634.750000 Penalty: 2970.691162
	Iteration 69Q: 3 clusters Score -2043635 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2043645.750000 Penalty: 2970.691162
	Iteration 70Q: 3 clusters Score -2043646 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2043655.500000 Penalty: 2970.691162
	Iteration 71Q: 3 clusters Score -2043656 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2043655.125000 Penalty: 2970.691162
	Iteration 72Q: 3 clusters Score -2043655 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2043667.000000 Penalty: 2970.691162
	Iteration 73Q: 3 clusters Score -2043667 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2043675.625000 Penalty: 2970.691162
	Iteration 74Q: 3 clusters Score -2043676 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2043689.000000 Penalty: 2970.691162
	Iteration 75Q: 3 clusters Score -2043689 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2043699.500000 Penalty: 2970.691162
	Iteration 76Q: 3 clusters Score -2043700 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2043704.500000 Penalty: 2970.691162
	Iteration 77Q: 3 clusters Score -2043704 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2043714.125000 Penalty: 2970.691162
	Iteration 78Q: 3 clusters Score -2043714 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2043727.000000 Penalty: 2970.691162
	Iteration 79Q: 3 clusters Score -2043727 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2043731.250000 Penalty: 2970.691162
	Iteration 80F: 3 clusters Score -2043731 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2043742.750000 Penalty: 2970.691162
	Iteration 81Q: 3 clusters Score -2043743 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2043745.375000 Penalty: 2970.691162
	Iteration 82Q: 3 clusters Score -2043745 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2043753.625000 Penalty: 2970.691162
	Iteration 83Q: 3 clusters Score -2043754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2043758.000000 Penalty: 2970.691162
	Iteration 84Q: 3 clusters Score -2043758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20758 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2043762.500000 Penalty: 2970.691162
	Iteration 85Q: 3 clusters Score -2043762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2043768.625000 Penalty: 2970.691162
	Iteration 86Q: 3 clusters Score -2043769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2043771.625000 Penalty: 2970.691162
	Iteration 87Q: 3 clusters Score -2043772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2043770.750000 Penalty: 2970.691162
	Iteration 88Q: 3 clusters Score -2043771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2043771.500000 Penalty: 2970.691162
	Iteration 89Q: 3 clusters Score -2043772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2043770.375000 Penalty: 2970.691162
	Iteration 90Q: 3 clusters Score -2043770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2043770.375000 Penalty: 2970.691162
	Iteration 91F: 3 clusters Score -2043770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Entering Unmasked Estep 
Score: -2379141.250000 Penalty: 1501.707764
	Iteration 0F: 2 clusters Score -2379141 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -2363436.000000 Penalty: 3003.415527
	Iteration 0F: 3 clusters Score -2363436 nChanged 10701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -2369252.500000 Penalty: 3003.415527
	Iteration 1F: 3 clusters Score -2369252 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -2369710.750000 Penalty: 3003.415527
	Iteration 2F: 3 clusters Score -2369711 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -2370111.250000 Penalty: 3003.415527
	Iteration 3Q: 3 clusters Score -2370111 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -2370456.250000 Penalty: 3003.415527
	Iteration 4Q: 3 clusters Score -2370456 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -2370764.500000 Penalty: 3003.415527
	Iteration 5Q: 3 clusters Score -2370764 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -2371082.500000 Penalty: 3003.415527
	Iteration 6Q: 3 clusters Score -2371082 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -2371387.500000 Penalty: 3003.415527
	Iteration 7Q: 3 clusters Score -2371388 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -2371746.000000 Penalty: 3003.415527
	Iteration 8Q: 3 clusters Score -2371746 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -2372147.250000 Penalty: 3003.415527
	Iteration 9Q: 3 clusters Score -2372147 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -2372652.500000 Penalty: 3003.415527
	Iteration 10Q: 3 clusters Score -2372652 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -2373182.000000 Penalty: 3003.415527
	Iteration 11Q: 3 clusters Score -2373182 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -2373739.750000 Penalty: 3003.415527
	Iteration 12Q: 3 clusters Score -2373740 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -2374305.500000 Penalty: 3003.415527
	Iteration 13Q: 3 clusters Score -2374306 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -2374756.000000 Penalty: 3003.415527
	Iteration 14Q: 3 clusters Score -2374756 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -2375060.000000 Penalty: 3003.415527
	Iteration 15Q: 3 clusters Score -2375060 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -2375228.500000 Penalty: 3003.415527
	Iteration 16Q: 3 clusters Score -2375228 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -2375364.750000 Penalty: 3003.415527
	Iteration 17Q: 3 clusters Score -2375365 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -2375478.000000 Penalty: 3003.415527
	Iteration 18Q: 3 clusters Score -2375478 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -2375576.750000 Penalty: 3003.415527
	Iteration 19Q: 3 clusters Score -2375577 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -2375672.500000 Penalty: 3003.415527
	Iteration 20F: 3 clusters Score -2375672 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -2375761.000000 Penalty: 3003.415527
	Iteration 21Q: 3 clusters Score -2375761 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -2375848.000000 Penalty: 3003.415527
	Iteration 22Q: 3 clusters Score -2375848 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -2375944.000000 Penalty: 3003.415527
	Iteration 23Q: 3 clusters Score -2375944 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -2376032.000000 Penalty: 3003.415527
	Iteration 24Q: 3 clusters Score -2376032 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -2376127.500000 Penalty: 3003.415527
	Iteration 25Q: 3 clusters Score -2376128 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -2376223.500000 Penalty: 3003.415527
	Iteration 26Q: 3 clusters Score -2376224 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -2376315.500000 Penalty: 3003.415527
	Iteration 27Q: 3 clusters Score -2376316 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -2376410.250000 Penalty: 3003.415527
	Iteration 28Q: 3 clusters Score -2376410 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -2376499.500000 Penalty: 3003.415527
	Iteration 29Q: 3 clusters Score -2376500 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -2376583.500000 Penalty: 3003.415527
	Iteration 30Q: 3 clusters Score -2376584 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -2376664.250000 Penalty: 3003.415527
	Iteration 31Q: 3 clusters Score -2376664 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -2376740.000000 Penalty: 3003.415527
	Iteration 32Q: 3 clusters Score -2376740 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -2376843.750000 Penalty: 3003.415527
	Iteration 33Q: 3 clusters Score -2376844 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -2376940.500000 Penalty: 3003.415527
	Iteration 34Q: 3 clusters Score -2376940 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -2377041.000000 Penalty: 3003.415527
	Iteration 35Q: 3 clusters Score -2377041 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -2377150.250000 Penalty: 3003.415527
	Iteration 36Q: 3 clusters Score -2377150 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -2377255.000000 Penalty: 3003.415527
	Iteration 37Q: 3 clusters Score -2377255 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -2377349.250000 Penalty: 3003.415527
	Iteration 38Q: 3 clusters Score -2377349 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -2377439.000000 Penalty: 3003.415527
	Iteration 39Q: 3 clusters Score -2377439 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -2377507.750000 Penalty: 3003.415527
	Iteration 40F: 3 clusters Score -2377508 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2377590.250000 Penalty: 3003.415527
	Iteration 41Q: 3 clusters Score -2377590 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -2377642.750000 Penalty: 3003.415527
	Iteration 42Q: 3 clusters Score -2377643 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2377700.000000 Penalty: 3003.415527
	Iteration 43Q: 3 clusters Score -2377700 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2377742.000000 Penalty: 3003.415527
	Iteration 44Q: 3 clusters Score -2377742 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2377784.250000 Penalty: 3003.415527
	Iteration 45Q: 3 clusters Score -2377784 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2377818.250000 Penalty: 3003.415527
	Iteration 46Q: 3 clusters Score -2377818 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2377849.250000 Penalty: 3003.415527
	Iteration 47Q: 3 clusters Score -2377849 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2377888.250000 Penalty: 3003.415527
	Iteration 48Q: 3 clusters Score -2377888 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2377907.250000 Penalty: 3003.415527
	Iteration 49Q: 3 clusters Score -2377907 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2377925.750000 Penalty: 3003.415527
	Iteration 50Q: 3 clusters Score -2377926 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2377931.250000 Penalty: 3003.415527
	Iteration 51Q: 3 clusters Score -2377931 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2377944.750000 Penalty: 3003.415527
	Iteration 52Q: 3 clusters Score -2377945 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2377956.750000 Penalty: 3003.415527
	Iteration 53Q: 3 clusters Score -2377957 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23067 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2377975.750000 Penalty: 3003.415527
	Iteration 54Q: 3 clusters Score -2377976 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2377983.000000 Penalty: 3003.415527
	Iteration 55Q: 3 clusters Score -2377983 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23115 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2377997.250000 Penalty: 3003.415527
	Iteration 56Q: 3 clusters Score -2377997 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2378003.000000 Penalty: 3003.415527
	Iteration 57Q: 3 clusters Score -2378003 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2378010.250000 Penalty: 3003.415527
	Iteration 58Q: 3 clusters Score -2378010 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2378028.000000 Penalty: 3003.415527
	Iteration 59Q: 3 clusters Score -2378028 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2378047.250000 Penalty: 3003.415527
	Iteration 60F: 3 clusters Score -2378047 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2378050.750000 Penalty: 3003.415527
	Iteration 61Q: 3 clusters Score -2378051 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2378053.500000 Penalty: 3003.415527
	Iteration 62Q: 3 clusters Score -2378054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2378060.000000 Penalty: 3003.415527
	Iteration 63Q: 3 clusters Score -2378060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2378068.500000 Penalty: 3003.415527
	Iteration 64Q: 3 clusters Score -2378068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2378066.750000 Penalty: 3003.415527
	Iteration 65Q: 3 clusters Score -2378067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2378069.500000 Penalty: 3003.415527
	Iteration 66Q: 3 clusters Score -2378070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2378072.000000 Penalty: 3003.415527
	Iteration 67Q: 3 clusters Score -2378072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2378073.750000 Penalty: 3003.415527
	Iteration 68Q: 3 clusters Score -2378074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2378076.250000 Penalty: 3003.415527
	Iteration 69Q: 3 clusters Score -2378076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2378076.000000 Penalty: 3003.415527
	Iteration 70Q: 3 clusters Score -2378076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2378076.000000 Penalty: 3003.415527
	Iteration 71F: 3 clusters Score -2378076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Entering Unmasked Estep 
Score: -2038907.875000 Penalty: 1470.632812
	Iteration 0F: 2 clusters Score -2038908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -2026095.625000 Penalty: 2941.265625
	Iteration 0F: 3 clusters Score -2026096 nChanged 8653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -2030764.125000 Penalty: 2941.265625
	Iteration 1F: 3 clusters Score -2030764 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -2031221.625000 Penalty: 2941.265625
	Iteration 2F: 3 clusters Score -2031222 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -2031764.500000 Penalty: 2941.265625
	Iteration 3F: 3 clusters Score -2031764 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -2032454.250000 Penalty: 2941.265625
	Iteration 4F: 3 clusters Score -2032454 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -2033335.625000 Penalty: 2941.265625
	Iteration 5F: 3 clusters Score -2033336 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -2034391.125000 Penalty: 2941.265625
	Iteration 6F: 3 clusters Score -2034391 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -2035513.625000 Penalty: 2941.265625
	Iteration 7F: 3 clusters Score -2035514 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -2036383.375000 Penalty: 2941.265625
	Iteration 8F: 3 clusters Score -2036383 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -2036934.625000 Penalty: 2941.265625
	Iteration 9Q: 3 clusters Score -2036935 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -2037259.125000 Penalty: 2941.265625
	Iteration 10Q: 3 clusters Score -2037259 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -2037439.500000 Penalty: 2941.265625
	Iteration 11Q: 3 clusters Score -2037440 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -2037547.750000 Penalty: 2941.265625
	Iteration 12Q: 3 clusters Score -2037548 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -2037599.500000 Penalty: 2941.265625
	Iteration 13Q: 3 clusters Score -2037600 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -2037635.375000 Penalty: 2941.265625
	Iteration 14Q: 3 clusters Score -2037635 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -2037665.875000 Penalty: 2941.265625
	Iteration 15Q: 3 clusters Score -2037666 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -2037688.750000 Penalty: 2941.265625
	Iteration 16Q: 3 clusters Score -2037689 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -2037718.125000 Penalty: 2941.265625
	Iteration 17Q: 3 clusters Score -2037718 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -2037738.000000 Penalty: 2941.265625
	Iteration 18Q: 3 clusters Score -2037738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -2037749.875000 Penalty: 2941.265625
	Iteration 19Q: 3 clusters Score -2037750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -2037761.500000 Penalty: 2941.265625
	Iteration 20F: 3 clusters Score -2037762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -2037771.000000 Penalty: 2941.265625
	Iteration 21Q: 3 clusters Score -2037771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -2037776.500000 Penalty: 2941.265625
	Iteration 22Q: 3 clusters Score -2037776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -2037775.750000 Penalty: 2941.265625
	Iteration 23Q: 3 clusters Score -2037776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -2037777.250000 Penalty: 2941.265625
	Iteration 24Q: 3 clusters Score -2037777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -2037780.875000 Penalty: 2941.265625
	Iteration 25Q: 3 clusters Score -2037781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -2037785.375000 Penalty: 2941.265625
	Iteration 26Q: 3 clusters Score -2037785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -2037790.250000 Penalty: 2941.265625
	Iteration 27Q: 3 clusters Score -2037790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -2037792.625000 Penalty: 2941.265625
	Iteration 28Q: 3 clusters Score -2037793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -2037792.000000 Penalty: 2941.265625
	Iteration 29Q: 3 clusters Score -2037792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -2037795.125000 Penalty: 2941.265625
	Iteration 30Q: 3 clusters Score -2037795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -2037795.500000 Penalty: 2941.265625
	Iteration 31Q: 3 clusters Score -2037796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -2037796.625000 Penalty: 2941.265625
	Iteration 32Q: 3 clusters Score -2037797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -2037796.625000 Penalty: 2941.265625
	Iteration 33F: 3 clusters Score -2037797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Entering Unmasked Estep 
Score: -35773.253906 Penalty: 896.289001
	Iteration 0F: 2 clusters Score -35773.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -34986.507812 Penalty: 1792.578003
	Iteration 0F: 3 clusters Score -34986.51 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -35150.050781 Penalty: 1792.578003
	Iteration 1F: 3 clusters Score -35150.05 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -35215.011719 Penalty: 1792.578003
	Iteration 2F: 3 clusters Score -35215.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -35239.027344 Penalty: 1792.578003
	Iteration 3Q: 3 clusters Score -35239.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -35242.296875 Penalty: 1792.578003
	Iteration 4Q: 3 clusters Score -35242.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -35242.296875 Penalty: 1792.578003
	Iteration 5F: 3 clusters Score -35242.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (196518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196518 members 
Entering Unmasked Estep 
Score: -19694640.000000 Penalty: 1813.650146
	Iteration 0F: 2 clusters Score -1.969464e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97955 members 
Mstep: Class 2 contains 98563 members 
Entering Unmasked Estep 
Score: -19564480.000000 Penalty: 3627.300293
	Iteration 0F: 3 clusters Score -1.956448e+07 nChanged 94430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91183 members 
Mstep: Class 2 contains 105335 members 
Entering Unmasked Estep 
Score: -19621376.000000 Penalty: 3627.300293
	Iteration 1F: 3 clusters Score -1.962138e+07 nChanged 8757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86378 members 
Mstep: Class 2 contains 110140 members 
Entering Unmasked Estep 
Score: -19624800.000000 Penalty: 3627.300293
	Iteration 2Q: 3 clusters Score -1.96248e+07 nChanged 10575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79273 members 
Mstep: Class 2 contains 117245 members 
Entering Unmasked Estep 
Score: -19629766.000000 Penalty: 3627.300293
	Iteration 3F: 3 clusters Score -1.962977e+07 nChanged 12377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69932 members 
Mstep: Class 2 contains 126586 members 
Entering Unmasked Estep 
Score: -19636888.000000 Penalty: 3627.300293
	Iteration 4F: 3 clusters Score -1.963689e+07 nChanged 13841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58619 members 
Mstep: Class 2 contains 137899 members 
Entering Unmasked Estep 
Score: -19646068.000000 Penalty: 3627.300293
	Iteration 5F: 3 clusters Score -1.964607e+07 nChanged 13913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46304 members 
Mstep: Class 2 contains 150214 members 
Entering Unmasked Estep 
Score: -19656556.000000 Penalty: 3627.300293
	Iteration 6F: 3 clusters Score -1.965656e+07 nChanged 12736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34424 members 
Mstep: Class 2 contains 162094 members 
Entering Unmasked Estep 
Score: -19666680.000000 Penalty: 3627.300293
	Iteration 7F: 3 clusters Score -1.966668e+07 nChanged 10281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24505 members 
Mstep: Class 2 contains 172013 members 
Entering Unmasked Estep 
Score: -19675334.000000 Penalty: 3627.300293
	Iteration 8F: 3 clusters Score -1.967533e+07 nChanged 7503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 179404 members 
Entering Unmasked Estep 
Score: -19681566.000000 Penalty: 3627.300293
	Iteration 9Q: 3 clusters Score -1.968157e+07 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 184803 members 
Entering Unmasked Estep 
Score: -19686006.000000 Penalty: 3627.300293
	Iteration 10Q: 3 clusters Score -1.968601e+07 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 188361 members 
Entering Unmasked Estep 
Score: -19688724.000000 Penalty: 3627.300293
	Iteration 11Q: 3 clusters Score -1.968872e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 190611 members 
Entering Unmasked Estep 
Score: -19690406.000000 Penalty: 3627.300293
	Iteration 12Q: 3 clusters Score -1.969041e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 192047 members 
Entering Unmasked Estep 
Score: -19691536.000000 Penalty: 3627.300293
	Iteration 13Q: 3 clusters Score -1.969154e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 192909 members 
Entering Unmasked Estep 
Score: -19692218.000000 Penalty: 3627.300293
	Iteration 14Q: 3 clusters Score -1.969222e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 193512 members 
Entering Unmasked Estep 
Score: -19692694.000000 Penalty: 3627.300293
	Iteration 15Q: 3 clusters Score -1.969269e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 193918 members 
Entering Unmasked Estep 
Score: -19692986.000000 Penalty: 3627.300293
	Iteration 16Q: 3 clusters Score -1.969299e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 194172 members 
Entering Unmasked Estep 
Score: -19693220.000000 Penalty: 3627.300293
	Iteration 17Q: 3 clusters Score -1.969322e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 194353 members 
Entering Unmasked Estep 
Score: -19693358.000000 Penalty: 3627.300293
	Iteration 18Q: 3 clusters Score -1.969336e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 194473 members 
Entering Unmasked Estep 
Score: -19693516.000000 Penalty: 3627.300293
	Iteration 19Q: 3 clusters Score -1.969352e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 194541 members 
Entering Unmasked Estep 
Score: -19693552.000000 Penalty: 3627.300293
	Iteration 20F: 3 clusters Score -1.969355e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 194595 members 
Entering Unmasked Estep 
Score: -19693628.000000 Penalty: 3627.300293
	Iteration 21Q: 3 clusters Score -1.969363e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 194619 members 
Entering Unmasked Estep 
Score: -19693678.000000 Penalty: 3627.300293
	Iteration 22Q: 3 clusters Score -1.969368e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 194639 members 
Entering Unmasked Estep 
Score: -19693718.000000 Penalty: 3627.300293
	Iteration 23Q: 3 clusters Score -1.969372e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 194643 members 
Entering Unmasked Estep 
Score: -19693732.000000 Penalty: 3627.300293
	Iteration 24Q: 3 clusters Score -1.969373e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 194638 members 
Entering Unmasked Estep 
Score: -19693728.000000 Penalty: 3627.300293
	Iteration 25Q: 3 clusters Score -1.969373e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 194625 members 
Entering Unmasked Estep 
Score: -19693748.000000 Penalty: 3627.300293
	Iteration 26Q: 3 clusters Score -1.969375e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 194620 members 
Entering Unmasked Estep 
Score: -19693760.000000 Penalty: 3627.300293
	Iteration 27Q: 3 clusters Score -1.969376e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 194622 members 
Entering Unmasked Estep 
Score: -19693764.000000 Penalty: 3627.300293
	Iteration 28Q: 3 clusters Score -1.969376e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 194616 members 
Entering Unmasked Estep 
Score: -19693760.000000 Penalty: 3627.300293
	Iteration 29Q: 3 clusters Score -1.969376e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 194618 members 
Entering Unmasked Estep 
Score: -19693776.000000 Penalty: 3627.300293
	Iteration 30Q: 3 clusters Score -1.969378e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 194612 members 
Entering Unmasked Estep 
Score: -19693780.000000 Penalty: 3627.300293
	Iteration 31Q: 3 clusters Score -1.969378e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 194604 members 
Entering Unmasked Estep 
Score: -19693774.000000 Penalty: 3627.300293
	Iteration 32Q: 3 clusters Score -1.969377e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 194603 members 
Entering Unmasked Estep 
Score: -19693764.000000 Penalty: 3627.300293
	Iteration 33Q: 3 clusters Score -1.969376e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 194607 members 
Entering Unmasked Estep 
Score: -19693770.000000 Penalty: 3627.300293
	Iteration 34Q: 3 clusters Score -1.969377e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 194607 members 
Entering Unmasked Estep 
Score: -19693778.000000 Penalty: 3627.300293
	Iteration 35Q: 3 clusters Score -1.969378e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 194609 members 
Entering Unmasked Estep 
Score: -19693772.000000 Penalty: 3627.300293
	Iteration 36Q: 3 clusters Score -1.969377e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 194609 members 
Entering Unmasked Estep 
Score: -19693758.000000 Penalty: 3627.300293
	Iteration 37Q: 3 clusters Score -1.969376e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 194604 members 
Entering Unmasked Estep 
Score: -19693774.000000 Penalty: 3627.300293
	Iteration 38Q: 3 clusters Score -1.969377e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 194604 members 
Entering Unmasked Estep 
Score: -19693770.000000 Penalty: 3627.300293
	Iteration 39Q: 3 clusters Score -1.969377e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 194600 members 
Entering Unmasked Estep 
Score: -19693778.000000 Penalty: 3627.300293
	Iteration 40F: 3 clusters Score -1.969378e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 194598 members 
Entering Unmasked Estep 
Score: -19693776.000000 Penalty: 3627.300293
	Iteration 41Q: 3 clusters Score -1.969378e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 194604 members 
Entering Unmasked Estep 
Score: -19693788.000000 Penalty: 3627.300293
	Iteration 42Q: 3 clusters Score -1.969379e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 194605 members 
Entering Unmasked Estep 
Score: -19693790.000000 Penalty: 3627.300293
	Iteration 43Q: 3 clusters Score -1.969379e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 194605 members 
Entering Unmasked Estep 
Score: -19693786.000000 Penalty: 3627.300293
	Iteration 44Q: 3 clusters Score -1.969379e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 194608 members 
Entering Unmasked Estep 
Score: -19693786.000000 Penalty: 3627.300293
	Iteration 45Q: 3 clusters Score -1.969379e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 194609 members 
Entering Unmasked Estep 
Score: -19693788.000000 Penalty: 3627.300293
	Iteration 46Q: 3 clusters Score -1.969379e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 194610 members 
Entering Unmasked Estep 
Score: -19693792.000000 Penalty: 3627.300293
	Iteration 47Q: 3 clusters Score -1.969379e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 194606 members 
Entering Unmasked Estep 
Score: -19693798.000000 Penalty: 3627.300293
	Iteration 48Q: 3 clusters Score -1.96938e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 194606 members 
Entering Unmasked Estep 
Score: -19693806.000000 Penalty: 3627.300293
	Iteration 49Q: 3 clusters Score -1.969381e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 194605 members 
Entering Unmasked Estep 
Score: -19693804.000000 Penalty: 3627.300293
	Iteration 50Q: 3 clusters Score -1.96938e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 194605 members 
Entering Unmasked Estep 
Score: -19693810.000000 Penalty: 3627.300293
	Iteration 51Q: 3 clusters Score -1.969381e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 194607 members 
Entering Unmasked Estep 
Score: -19693804.000000 Penalty: 3627.300293
	Iteration 52Q: 3 clusters Score -1.96938e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 194603 members 
Entering Unmasked Estep 
Score: -19693802.000000 Penalty: 3627.300293
	Iteration 53Q: 3 clusters Score -1.96938e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 194598 members 
Entering Unmasked Estep 
Score: -19693796.000000 Penalty: 3627.300293
	Iteration 54Q: 3 clusters Score -1.96938e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 194597 members 
Entering Unmasked Estep 
Score: -19693810.000000 Penalty: 3627.300293
	Iteration 55Q: 3 clusters Score -1.969381e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 194596 members 
Entering Unmasked Estep 
Score: -19693810.000000 Penalty: 3627.300293
	Iteration 56Q: 3 clusters Score -1.969381e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 194593 members 
Entering Unmasked Estep 
Score: -19693814.000000 Penalty: 3627.300293
	Iteration 57Q: 3 clusters Score -1.969381e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 194591 members 
Entering Unmasked Estep 
Score: -19693820.000000 Penalty: 3627.300293
	Iteration 58Q: 3 clusters Score -1.969382e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 194589 members 
Entering Unmasked Estep 
Score: -19693806.000000 Penalty: 3627.300293
	Iteration 59Q: 3 clusters Score -1.969381e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 194584 members 
Entering Unmasked Estep 
Score: -19693828.000000 Penalty: 3627.300293
	Iteration 60F: 3 clusters Score -1.969383e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 194583 members 
Entering Unmasked Estep 
Score: -19693818.000000 Penalty: 3627.300293
	Iteration 61Q: 3 clusters Score -1.969382e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 194581 members 
Entering Unmasked Estep 
Score: -19693810.000000 Penalty: 3627.300293
	Iteration 62Q: 3 clusters Score -1.969381e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 194579 members 
Entering Unmasked Estep 
Score: -19693816.000000 Penalty: 3627.300293
	Iteration 63Q: 3 clusters Score -1.969382e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 194577 members 
Entering Unmasked Estep 
Score: -19693810.000000 Penalty: 3627.300293
	Iteration 64Q: 3 clusters Score -1.969381e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 194576 members 
Entering Unmasked Estep 
Score: -19693806.000000 Penalty: 3627.300293
	Iteration 65Q: 3 clusters Score -1.969381e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 194573 members 
Entering Unmasked Estep 
Score: -19693812.000000 Penalty: 3627.300293
	Iteration 66Q: 3 clusters Score -1.969381e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 194568 members 
Entering Unmasked Estep 
Score: -19693816.000000 Penalty: 3627.300293
	Iteration 67Q: 3 clusters Score -1.969382e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 194563 members 
Entering Unmasked Estep 
Score: -19693822.000000 Penalty: 3627.300293
	Iteration 68Q: 3 clusters Score -1.969382e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 194557 members 
Entering Unmasked Estep 
Score: -19693834.000000 Penalty: 3627.300293
	Iteration 69Q: 3 clusters Score -1.969383e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 194554 members 
Entering Unmasked Estep 
Score: -19693846.000000 Penalty: 3627.300293
	Iteration 70Q: 3 clusters Score -1.969385e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 194557 members 
Entering Unmasked Estep 
Score: -19693834.000000 Penalty: 3627.300293
	Iteration 71Q: 3 clusters Score -1.969383e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 194561 members 
Entering Unmasked Estep 
Score: -19693822.000000 Penalty: 3627.300293
	Iteration 72Q: 3 clusters Score -1.969382e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 194561 members 
Entering Unmasked Estep 
Score: -19693820.000000 Penalty: 3627.300293
	Iteration 73Q: 3 clusters Score -1.969382e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 194560 members 
Entering Unmasked Estep 
Score: -19693846.000000 Penalty: 3627.300293
	Iteration 74Q: 3 clusters Score -1.969385e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 194559 members 
Entering Unmasked Estep 
Score: -19693860.000000 Penalty: 3627.300293
	Iteration 75Q: 3 clusters Score -1.969386e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 194557 members 
Entering Unmasked Estep 
Score: -19693878.000000 Penalty: 3627.300293
	Iteration 76Q: 3 clusters Score -1.969388e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 194553 members 
Entering Unmasked Estep 
Score: -19693874.000000 Penalty: 3627.300293
	Iteration 77Q: 3 clusters Score -1.969387e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 194550 members 
Entering Unmasked Estep 
Score: -19693868.000000 Penalty: 3627.300293
	Iteration 78Q: 3 clusters Score -1.969387e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 194543 members 
Entering Unmasked Estep 
Score: -19693888.000000 Penalty: 3627.300293
	Iteration 79Q: 3 clusters Score -1.969389e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 194538 members 
Entering Unmasked Estep 
Score: -19693888.000000 Penalty: 3627.300293
	Iteration 80F: 3 clusters Score -1.969389e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 194538 members 
Entering Unmasked Estep 
Score: -19693878.000000 Penalty: 3627.300293
	Iteration 81Q: 3 clusters Score -1.969388e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 194536 members 
Entering Unmasked Estep 
Score: -19693878.000000 Penalty: 3627.300293
	Iteration 82Q: 3 clusters Score -1.969388e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 194529 members 
Entering Unmasked Estep 
Score: -19693878.000000 Penalty: 3627.300293
	Iteration 83Q: 3 clusters Score -1.969388e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 194524 members 
Entering Unmasked Estep 
Score: -19693872.000000 Penalty: 3627.300293
	Iteration 84Q: 3 clusters Score -1.969387e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 194521 members 
Entering Unmasked Estep 
Score: -19693868.000000 Penalty: 3627.300293
	Iteration 85Q: 3 clusters Score -1.969387e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 194516 members 
Entering Unmasked Estep 
Score: -19693870.000000 Penalty: 3627.300293
	Iteration 86Q: 3 clusters Score -1.969387e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 194513 members 
Entering Unmasked Estep 
Score: -19693868.000000 Penalty: 3627.300293
	Iteration 87Q: 3 clusters Score -1.969387e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 194508 members 
Entering Unmasked Estep 
Score: -19693888.000000 Penalty: 3627.300293
	Iteration 88Q: 3 clusters Score -1.969389e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 194504 members 
Entering Unmasked Estep 
Score: -19693874.000000 Penalty: 3627.300293
	Iteration 89Q: 3 clusters Score -1.969387e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 194498 members 
Entering Unmasked Estep 
Score: -19693892.000000 Penalty: 3627.300293
	Iteration 90Q: 3 clusters Score -1.969389e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 194498 members 
Entering Unmasked Estep 
Score: -19693882.000000 Penalty: 3627.300293
	Iteration 91Q: 3 clusters Score -1.969388e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 194496 members 
Entering Unmasked Estep 
Score: -19693888.000000 Penalty: 3627.300293
	Iteration 92Q: 3 clusters Score -1.969389e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 194491 members 
Entering Unmasked Estep 
Score: -19693892.000000 Penalty: 3627.300293
	Iteration 93Q: 3 clusters Score -1.969389e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 194484 members 
Entering Unmasked Estep 
Score: -19693890.000000 Penalty: 3627.300293
	Iteration 94Q: 3 clusters Score -1.969389e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 194474 members 
Entering Unmasked Estep 
Score: -19693894.000000 Penalty: 3627.300293
	Iteration 95Q: 3 clusters Score -1.969389e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 194468 members 
Entering Unmasked Estep 
Score: -19693890.000000 Penalty: 3627.300293
	Iteration 96Q: 3 clusters Score -1.969389e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 194460 members 
Entering Unmasked Estep 
Score: -19693884.000000 Penalty: 3627.300293
	Iteration 97Q: 3 clusters Score -1.969388e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 194446 members 
Entering Unmasked Estep 
Score: -19693880.000000 Penalty: 3627.300293
	Iteration 98Q: 3 clusters Score -1.969388e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 194438 members 
Entering Unmasked Estep 
Score: -19693900.000000 Penalty: 3627.300293
	Iteration 99Q: 3 clusters Score -1.96939e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 194430 members 
Entering Unmasked Estep 
Score: -19693888.000000 Penalty: 3627.300293
	Iteration 100F: 3 clusters Score -1.969389e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 194419 members 
Entering Unmasked Estep 
Score: -19693890.000000 Penalty: 3627.300293
	Iteration 101Q: 3 clusters Score -1.969389e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 194409 members 
Entering Unmasked Estep 
Score: -19693906.000000 Penalty: 3627.300293
	Iteration 102Q: 3 clusters Score -1.969391e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 194401 members 
Entering Unmasked Estep 
Score: -19693916.000000 Penalty: 3627.300293
	Iteration 103Q: 3 clusters Score -1.969392e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 194395 members 
Entering Unmasked Estep 
Score: -19693916.000000 Penalty: 3627.300293
	Iteration 104Q: 3 clusters Score -1.969392e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 194392 members 
Entering Unmasked Estep 
Score: -19693932.000000 Penalty: 3627.300293
	Iteration 105Q: 3 clusters Score -1.969393e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 194388 members 
Entering Unmasked Estep 
Score: -19693936.000000 Penalty: 3627.300293
	Iteration 106Q: 3 clusters Score -1.969394e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 194388 members 
Entering Unmasked Estep 
Score: -19693922.000000 Penalty: 3627.300293
	Iteration 107Q: 3 clusters Score -1.969392e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 194387 members 
Entering Unmasked Estep 
Score: -19693934.000000 Penalty: 3627.300293
	Iteration 108Q: 3 clusters Score -1.969393e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 194385 members 
Entering Unmasked Estep 
Score: -19693944.000000 Penalty: 3627.300293
	Iteration 109Q: 3 clusters Score -1.969394e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 194382 members 
Entering Unmasked Estep 
Score: -19693938.000000 Penalty: 3627.300293
	Iteration 110Q: 3 clusters Score -1.969394e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 194382 members 
Entering Unmasked Estep 
Score: -19693936.000000 Penalty: 3627.300293
	Iteration 111Q: 3 clusters Score -1.969394e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 194381 members 
Entering Unmasked Estep 
Score: -19693932.000000 Penalty: 3627.300293
	Iteration 112Q: 3 clusters Score -1.969393e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 194381 members 
Entering Unmasked Estep 
Score: -19693928.000000 Penalty: 3627.300293
	Iteration 113Q: 3 clusters Score -1.969393e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 194383 members 
Entering Unmasked Estep 
Score: -19693930.000000 Penalty: 3627.300293
	Iteration 114Q: 3 clusters Score -1.969393e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 194385 members 
Entering Unmasked Estep 
Score: -19693932.000000 Penalty: 3627.300293
	Iteration 115Q: 3 clusters Score -1.969393e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 194388 members 
Entering Unmasked Estep 
Score: -19693938.000000 Penalty: 3627.300293
	Iteration 116Q: 3 clusters Score -1.969394e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 194392 members 
Entering Unmasked Estep 
Score: -19693950.000000 Penalty: 3627.300293
	Iteration 117Q: 3 clusters Score -1.969395e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 194393 members 
Entering Unmasked Estep 
Score: -19693944.000000 Penalty: 3627.300293
	Iteration 118Q: 3 clusters Score -1.969394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 194392 members 
Entering Unmasked Estep 
Score: -19693944.000000 Penalty: 3627.300293
	Iteration 119Q: 3 clusters Score -1.969394e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 194391 members 
Entering Unmasked Estep 
Score: -19693948.000000 Penalty: 3627.300293
	Iteration 120F: 3 clusters Score -1.969395e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Entering Unmasked Estep 
Score: -1221743.875000 Penalty: 1398.148071
	Iteration 0F: 2 clusters Score -1221744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1213739.500000 Penalty: 2796.296143
	Iteration 0F: 3 clusters Score -1213740 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1216437.875000 Penalty: 2796.296143
	Iteration 1F: 3 clusters Score -1216438 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1216834.500000 Penalty: 2796.296143
	Iteration 2F: 3 clusters Score -1216834 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1217154.250000 Penalty: 2796.296143
	Iteration 3F: 3 clusters Score -1217154 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1217416.875000 Penalty: 2796.296143
	Iteration 4Q: 3 clusters Score -1217417 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1217691.750000 Penalty: 2796.296143
	Iteration 5Q: 3 clusters Score -1217692 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1217986.625000 Penalty: 2796.296143
	Iteration 6Q: 3 clusters Score -1217987 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1218324.750000 Penalty: 2796.296143
	Iteration 7Q: 3 clusters Score -1218325 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1218694.625000 Penalty: 2796.296143
	Iteration 8Q: 3 clusters Score -1218695 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1219079.875000 Penalty: 2796.296143
	Iteration 9Q: 3 clusters Score -1219080 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1219472.000000 Penalty: 2796.296143
	Iteration 10Q: 3 clusters Score -1219472 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1219819.500000 Penalty: 2796.296143
	Iteration 11Q: 3 clusters Score -1219820 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1220117.375000 Penalty: 2796.296143
	Iteration 12Q: 3 clusters Score -1220117 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1220321.125000 Penalty: 2796.296143
	Iteration 13Q: 3 clusters Score -1220321 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1220448.625000 Penalty: 2796.296143
	Iteration 14Q: 3 clusters Score -1220449 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1220507.875000 Penalty: 2796.296143
	Iteration 15Q: 3 clusters Score -1220508 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1220546.250000 Penalty: 2796.296143
	Iteration 16Q: 3 clusters Score -1220546 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1220565.500000 Penalty: 2796.296143
	Iteration 17Q: 3 clusters Score -1220566 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1220579.250000 Penalty: 2796.296143
	Iteration 18Q: 3 clusters Score -1220579 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1220588.625000 Penalty: 2796.296143
	Iteration 19Q: 3 clusters Score -1220589 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1220599.875000 Penalty: 2796.296143
	Iteration 20F: 3 clusters Score -1220600 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1220613.875000 Penalty: 2796.296143
	Iteration 21Q: 3 clusters Score -1220614 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1220620.625000 Penalty: 2796.296143
	Iteration 22Q: 3 clusters Score -1220621 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1220627.875000 Penalty: 2796.296143
	Iteration 23Q: 3 clusters Score -1220628 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1220634.875000 Penalty: 2796.296143
	Iteration 24Q: 3 clusters Score -1220635 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1220641.500000 Penalty: 2796.296143
	Iteration 25Q: 3 clusters Score -1220642 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1220644.875000 Penalty: 2796.296143
	Iteration 26Q: 3 clusters Score -1220645 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1220653.375000 Penalty: 2796.296143
	Iteration 27Q: 3 clusters Score -1220653 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1220664.750000 Penalty: 2796.296143
	Iteration 28Q: 3 clusters Score -1220665 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1220673.875000 Penalty: 2796.296143
	Iteration 29Q: 3 clusters Score -1220674 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1220678.375000 Penalty: 2796.296143
	Iteration 30Q: 3 clusters Score -1220678 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1220684.750000 Penalty: 2796.296143
	Iteration 31Q: 3 clusters Score -1220685 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1220693.250000 Penalty: 2796.296143
	Iteration 32Q: 3 clusters Score -1220693 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1220698.500000 Penalty: 2796.296143
	Iteration 33Q: 3 clusters Score -1220698 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1220709.000000 Penalty: 2796.296143
	Iteration 34Q: 3 clusters Score -1220709 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1220710.375000 Penalty: 2796.296143
	Iteration 35Q: 3 clusters Score -1220710 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1220715.000000 Penalty: 2796.296143
	Iteration 36Q: 3 clusters Score -1220715 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1220718.750000 Penalty: 2796.296143
	Iteration 37Q: 3 clusters Score -1220719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1220721.750000 Penalty: 2796.296143
	Iteration 38Q: 3 clusters Score -1220722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1220726.250000 Penalty: 2796.296143
	Iteration 39Q: 3 clusters Score -1220726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1220728.250000 Penalty: 2796.296143
	Iteration 40F: 3 clusters Score -1220728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1220730.500000 Penalty: 2796.296143
	Iteration 41Q: 3 clusters Score -1220730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1220732.375000 Penalty: 2796.296143
	Iteration 42Q: 3 clusters Score -1220732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1220736.125000 Penalty: 2796.296143
	Iteration 43Q: 3 clusters Score -1220736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1220736.625000 Penalty: 2796.296143
	Iteration 44Q: 3 clusters Score -1220737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1220736.500000 Penalty: 2796.296143
	Iteration 45Q: 3 clusters Score -1220736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1220738.375000 Penalty: 2796.296143
	Iteration 46Q: 3 clusters Score -1220738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1220739.750000 Penalty: 2796.296143
	Iteration 47Q: 3 clusters Score -1220740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1220738.750000 Penalty: 2796.296143
	Iteration 48Q: 3 clusters Score -1220739 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1220738.750000 Penalty: 2796.296143
	Iteration 49Q: 3 clusters Score -1220739 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1220743.750000 Penalty: 2796.296143
	Iteration 50Q: 3 clusters Score -1220744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1220747.125000 Penalty: 2796.296143
	Iteration 51Q: 3 clusters Score -1220747 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1220749.250000 Penalty: 2796.296143
	Iteration 52Q: 3 clusters Score -1220749 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1220752.500000 Penalty: 2796.296143
	Iteration 53Q: 3 clusters Score -1220752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1220754.000000 Penalty: 2796.296143
	Iteration 54Q: 3 clusters Score -1220754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1220754.250000 Penalty: 2796.296143
	Iteration 55Q: 3 clusters Score -1220754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1220759.875000 Penalty: 2796.296143
	Iteration 56Q: 3 clusters Score -1220760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1220761.875000 Penalty: 2796.296143
	Iteration 57Q: 3 clusters Score -1220762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1220761.250000 Penalty: 2796.296143
	Iteration 58Q: 3 clusters Score -1220761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1220761.625000 Penalty: 2796.296143
	Iteration 59Q: 3 clusters Score -1220762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1220761.000000 Penalty: 2796.296143
	Iteration 60F: 3 clusters Score -1220761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1220761.000000 Penalty: 2796.296143
	Iteration 61Q: 3 clusters Score -1220761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1220763.125000 Penalty: 2796.296143
	Iteration 62Q: 3 clusters Score -1220763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1220765.500000 Penalty: 2796.296143
	Iteration 63Q: 3 clusters Score -1220766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1220766.500000 Penalty: 2796.296143
	Iteration 64Q: 3 clusters Score -1220766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1220764.875000 Penalty: 2796.296143
	Iteration 65Q: 3 clusters Score -1220765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1220766.250000 Penalty: 2796.296143
	Iteration 66Q: 3 clusters Score -1220766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1220765.875000 Penalty: 2796.296143
	Iteration 67Q: 3 clusters Score -1220766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1220766.125000 Penalty: 2796.296143
	Iteration 68Q: 3 clusters Score -1220766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1220766.125000 Penalty: 2796.296143
	Iteration 69F: 3 clusters Score -1220766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Entering Unmasked Estep 
Score: -164815.921875 Penalty: 1113.841187
	Iteration 0F: 2 clusters Score -164815.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -163081.921875 Penalty: 2227.682373
	Iteration 0F: 3 clusters Score -163081.9 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -163499.515625 Penalty: 2227.682373
	Iteration 1F: 3 clusters Score -163499.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -163623.671875 Penalty: 2227.682373
	Iteration 2F: 3 clusters Score -163623.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -163691.875000 Penalty: 2227.682373
	Iteration 3Q: 3 clusters Score -163691.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -163742.890625 Penalty: 2227.682373
	Iteration 4Q: 3 clusters Score -163742.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -163827.187500 Penalty: 2227.682373
	Iteration 5Q: 3 clusters Score -163827.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -163891.343750 Penalty: 2227.682373
	Iteration 6Q: 3 clusters Score -163891.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -163957.859375 Penalty: 2227.682373
	Iteration 7Q: 3 clusters Score -163957.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -164032.234375 Penalty: 2227.682373
	Iteration 8Q: 3 clusters Score -164032.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -164116.890625 Penalty: 2227.682373
	Iteration 9Q: 3 clusters Score -164116.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -164176.968750 Penalty: 2227.682373
	Iteration 10Q: 3 clusters Score -164177 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -164212.812500 Penalty: 2227.682373
	Iteration 11Q: 3 clusters Score -164212.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -164256.640625 Penalty: 2227.682373
	Iteration 12Q: 3 clusters Score -164256.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -164285.531250 Penalty: 2227.682373
	Iteration 13Q: 3 clusters Score -164285.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -164304.671875 Penalty: 2227.682373
	Iteration 14Q: 3 clusters Score -164304.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -164326.906250 Penalty: 2227.682373
	Iteration 15Q: 3 clusters Score -164326.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -164364.796875 Penalty: 2227.682373
	Iteration 16Q: 3 clusters Score -164364.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -164421.109375 Penalty: 2227.682373
	Iteration 17Q: 3 clusters Score -164421.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -164467.765625 Penalty: 2227.682373
	Iteration 18Q: 3 clusters Score -164467.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -164518.046875 Penalty: 2227.682373
	Iteration 19Q: 3 clusters Score -164518 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -164547.390625 Penalty: 2227.682373
	Iteration 20F: 3 clusters Score -164547.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -164566.187500 Penalty: 2227.682373
	Iteration 21Q: 3 clusters Score -164566.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -164574.859375 Penalty: 2227.682373
	Iteration 22Q: 3 clusters Score -164574.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -164581.406250 Penalty: 2227.682373
	Iteration 23Q: 3 clusters Score -164581.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -164585.843750 Penalty: 2227.682373
	Iteration 24Q: 3 clusters Score -164585.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -164589.203125 Penalty: 2227.682373
	Iteration 25Q: 3 clusters Score -164589.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -164593.250000 Penalty: 2227.682373
	Iteration 26Q: 3 clusters Score -164593.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -164595.593750 Penalty: 2227.682373
	Iteration 27Q: 3 clusters Score -164595.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -164598.281250 Penalty: 2227.682373
	Iteration 28Q: 3 clusters Score -164598.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -164598.953125 Penalty: 2227.682373
	Iteration 29Q: 3 clusters Score -164599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -164598.953125 Penalty: 2227.682373
	Iteration 30F: 3 clusters Score -164599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Entering Unmasked Estep 
Score: -581979.625000 Penalty: 1295.106445
	Iteration 0F: 2 clusters Score -581979.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -577700.437500 Penalty: 2590.212891
	Iteration 0F: 3 clusters Score -577700.4 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -579095.000000 Penalty: 2590.212891
	Iteration 1F: 3 clusters Score -579095 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -579406.062500 Penalty: 2590.212891
	Iteration 2F: 3 clusters Score -579406.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -579633.250000 Penalty: 2590.212891
	Iteration 3F: 3 clusters Score -579633.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -579797.562500 Penalty: 2590.212891
	Iteration 4Q: 3 clusters Score -579797.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -579933.750000 Penalty: 2590.212891
	Iteration 5Q: 3 clusters Score -579933.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -580074.625000 Penalty: 2590.212891
	Iteration 6Q: 3 clusters Score -580074.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -580225.500000 Penalty: 2590.212891
	Iteration 7Q: 3 clusters Score -580225.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -580357.187500 Penalty: 2590.212891
	Iteration 8Q: 3 clusters Score -580357.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -580493.562500 Penalty: 2590.212891
	Iteration 9Q: 3 clusters Score -580493.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -580611.187500 Penalty: 2590.212891
	Iteration 10Q: 3 clusters Score -580611.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -580698.687500 Penalty: 2590.212891
	Iteration 11Q: 3 clusters Score -580698.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -580769.687500 Penalty: 2590.212891
	Iteration 12Q: 3 clusters Score -580769.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -580825.937500 Penalty: 2590.212891
	Iteration 13Q: 3 clusters Score -580825.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -580867.000000 Penalty: 2590.212891
	Iteration 14Q: 3 clusters Score -580867 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -580896.875000 Penalty: 2590.212891
	Iteration 15Q: 3 clusters Score -580896.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -580918.875000 Penalty: 2590.212891
	Iteration 16Q: 3 clusters Score -580918.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -580942.000000 Penalty: 2590.212891
	Iteration 17Q: 3 clusters Score -580942 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -580957.687500 Penalty: 2590.212891
	Iteration 18Q: 3 clusters Score -580957.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -580974.125000 Penalty: 2590.212891
	Iteration 19Q: 3 clusters Score -580974.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -580991.250000 Penalty: 2590.212891
	Iteration 20F: 3 clusters Score -580991.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -581004.062500 Penalty: 2590.212891
	Iteration 21Q: 3 clusters Score -581004.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -581017.312500 Penalty: 2590.212891
	Iteration 22Q: 3 clusters Score -581017.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -581032.250000 Penalty: 2590.212891
	Iteration 23Q: 3 clusters Score -581032.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -581042.750000 Penalty: 2590.212891
	Iteration 24Q: 3 clusters Score -581042.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -581050.812500 Penalty: 2590.212891
	Iteration 25Q: 3 clusters Score -581050.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -581057.687500 Penalty: 2590.212891
	Iteration 26Q: 3 clusters Score -581057.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -581062.562500 Penalty: 2590.212891
	Iteration 27Q: 3 clusters Score -581062.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -581070.625000 Penalty: 2590.212891
	Iteration 28Q: 3 clusters Score -581070.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -581075.687500 Penalty: 2590.212891
	Iteration 29Q: 3 clusters Score -581075.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -581080.375000 Penalty: 2590.212891
	Iteration 30Q: 3 clusters Score -581080.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -581085.937500 Penalty: 2590.212891
	Iteration 31Q: 3 clusters Score -581085.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -581094.750000 Penalty: 2590.212891
	Iteration 32Q: 3 clusters Score -581094.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -581107.437500 Penalty: 2590.212891
	Iteration 33Q: 3 clusters Score -581107.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -581124.125000 Penalty: 2590.212891
	Iteration 34Q: 3 clusters Score -581124.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -581135.250000 Penalty: 2590.212891
	Iteration 35Q: 3 clusters Score -581135.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -581141.875000 Penalty: 2590.212891
	Iteration 36Q: 3 clusters Score -581141.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -581144.375000 Penalty: 2590.212891
	Iteration 37Q: 3 clusters Score -581144.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -581147.687500 Penalty: 2590.212891
	Iteration 38Q: 3 clusters Score -581147.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -581148.625000 Penalty: 2590.212891
	Iteration 39Q: 3 clusters Score -581148.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -581148.625000 Penalty: 2590.212891
	Iteration 40F: 3 clusters Score -581148.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Entering Unmasked Estep 
Score: -216156.906250 Penalty: 1159.562988
	Iteration 0F: 2 clusters Score -216156.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -214025.671875 Penalty: 2319.125977
	Iteration 0F: 3 clusters Score -214025.7 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -214586.218750 Penalty: 2319.125977
	Iteration 1F: 3 clusters Score -214586.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -214774.843750 Penalty: 2319.125977
	Iteration 2F: 3 clusters Score -214774.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -214907.046875 Penalty: 2319.125977
	Iteration 3F: 3 clusters Score -214907 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -214995.453125 Penalty: 2319.125977
	Iteration 4Q: 3 clusters Score -214995.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -215062.718750 Penalty: 2319.125977
	Iteration 5Q: 3 clusters Score -215062.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -215115.171875 Penalty: 2319.125977
	Iteration 6Q: 3 clusters Score -215115.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -215154.734375 Penalty: 2319.125977
	Iteration 7Q: 3 clusters Score -215154.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -215177.921875 Penalty: 2319.125977
	Iteration 8Q: 3 clusters Score -215177.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -215194.218750 Penalty: 2319.125977
	Iteration 9Q: 3 clusters Score -215194.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -215211.406250 Penalty: 2319.125977
	Iteration 10Q: 3 clusters Score -215211.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -215226.296875 Penalty: 2319.125977
	Iteration 11Q: 3 clusters Score -215226.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -215236.734375 Penalty: 2319.125977
	Iteration 12Q: 3 clusters Score -215236.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -215246.453125 Penalty: 2319.125977
	Iteration 13Q: 3 clusters Score -215246.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -215254.484375 Penalty: 2319.125977
	Iteration 14Q: 3 clusters Score -215254.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -215265.343750 Penalty: 2319.125977
	Iteration 15Q: 3 clusters Score -215265.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -215282.343750 Penalty: 2319.125977
	Iteration 16Q: 3 clusters Score -215282.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -215297.015625 Penalty: 2319.125977
	Iteration 17Q: 3 clusters Score -215297 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -215310.968750 Penalty: 2319.125977
	Iteration 18Q: 3 clusters Score -215311 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -215330.625000 Penalty: 2319.125977
	Iteration 19Q: 3 clusters Score -215330.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -215346.609375 Penalty: 2319.125977
	Iteration 20F: 3 clusters Score -215346.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -215354.750000 Penalty: 2319.125977
	Iteration 21Q: 3 clusters Score -215354.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -215369.671875 Penalty: 2319.125977
	Iteration 22Q: 3 clusters Score -215369.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -215381.328125 Penalty: 2319.125977
	Iteration 23Q: 3 clusters Score -215381.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -215393.156250 Penalty: 2319.125977
	Iteration 24Q: 3 clusters Score -215393.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -215403.453125 Penalty: 2319.125977
	Iteration 25Q: 3 clusters Score -215403.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -215412.265625 Penalty: 2319.125977
	Iteration 26Q: 3 clusters Score -215412.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -215421.781250 Penalty: 2319.125977
	Iteration 27Q: 3 clusters Score -215421.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -215430.281250 Penalty: 2319.125977
	Iteration 28Q: 3 clusters Score -215430.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -215436.593750 Penalty: 2319.125977
	Iteration 29Q: 3 clusters Score -215436.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -215439.015625 Penalty: 2319.125977
	Iteration 30Q: 3 clusters Score -215439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -215441.296875 Penalty: 2319.125977
	Iteration 31Q: 3 clusters Score -215441.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -215442.390625 Penalty: 2319.125977
	Iteration 32Q: 3 clusters Score -215442.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -215442.796875 Penalty: 2319.125977
	Iteration 33Q: 3 clusters Score -215442.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -215443.843750 Penalty: 2319.125977
	Iteration 34Q: 3 clusters Score -215443.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -215444.843750 Penalty: 2319.125977
	Iteration 35Q: 3 clusters Score -215444.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -215444.750000 Penalty: 2319.125977
	Iteration 36Q: 3 clusters Score -215444.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -215444.750000 Penalty: 2319.125977
	Iteration 37F: 3 clusters Score -215444.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (36644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36644 members 
Entering Unmasked Estep 
Score: -3805837.750000 Penalty: 1563.739868
	Iteration 0F: 2 clusters Score -3805838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -3782035.500000 Penalty: 3127.479736
	Iteration 0F: 3 clusters Score -3782036 nChanged 16610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -3791151.250000 Penalty: 3127.479736
	Iteration 1F: 3 clusters Score -3791151 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -3791700.250000 Penalty: 3127.479736
	Iteration 2Q: 3 clusters Score -3791700 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -3792254.500000 Penalty: 3127.479736
	Iteration 3Q: 3 clusters Score -3792254 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -3792846.250000 Penalty: 3127.479736
	Iteration 4Q: 3 clusters Score -3792846 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -3793530.250000 Penalty: 3127.479736
	Iteration 5Q: 3 clusters Score -3793530 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -3794351.500000 Penalty: 3127.479736
	Iteration 6Q: 3 clusters Score -3794352 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -3795480.000000 Penalty: 3127.479736
	Iteration 7Q: 3 clusters Score -3795480 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 25319 members 
Entering Unmasked Estep 
Score: -3796896.250000 Penalty: 3127.479736
	Iteration 8F: 3 clusters Score -3796896 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -3798421.500000 Penalty: 3127.479736
	Iteration 9F: 3 clusters Score -3798422 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 28340 members 
Entering Unmasked Estep 
Score: -3799832.250000 Penalty: 3127.479736
	Iteration 10Q: 3 clusters Score -3799832 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 29713 members 
Entering Unmasked Estep 
Score: -3801081.000000 Penalty: 3127.479736
	Iteration 11Q: 3 clusters Score -3801081 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 30885 members 
Entering Unmasked Estep 
Score: -3802076.750000 Penalty: 3127.479736
	Iteration 12Q: 3 clusters Score -3802077 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 31887 members 
Entering Unmasked Estep 
Score: -3802839.750000 Penalty: 3127.479736
	Iteration 13Q: 3 clusters Score -3802840 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 32711 members 
Entering Unmasked Estep 
Score: -3803502.750000 Penalty: 3127.479736
	Iteration 14Q: 3 clusters Score -3803503 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 33372 members 
Entering Unmasked Estep 
Score: -3804002.750000 Penalty: 3127.479736
	Iteration 15Q: 3 clusters Score -3804003 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 33826 members 
Entering Unmasked Estep 
Score: -3804352.000000 Penalty: 3127.479736
	Iteration 16Q: 3 clusters Score -3804352 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 34151 members 
Entering Unmasked Estep 
Score: -3804606.250000 Penalty: 3127.479736
	Iteration 17Q: 3 clusters Score -3804606 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 34378 members 
Entering Unmasked Estep 
Score: -3804785.750000 Penalty: 3127.479736
	Iteration 18Q: 3 clusters Score -3804786 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 34536 members 
Entering Unmasked Estep 
Score: -3804926.250000 Penalty: 3127.479736
	Iteration 19Q: 3 clusters Score -3804926 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 34651 members 
Entering Unmasked Estep 
Score: -3805040.500000 Penalty: 3127.479736
	Iteration 20F: 3 clusters Score -3805040 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 34736 members 
Entering Unmasked Estep 
Score: -3805095.250000 Penalty: 3127.479736
	Iteration 21Q: 3 clusters Score -3805095 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 34805 members 
Entering Unmasked Estep 
Score: -3805137.750000 Penalty: 3127.479736
	Iteration 22Q: 3 clusters Score -3805138 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 34856 members 
Entering Unmasked Estep 
Score: -3805176.250000 Penalty: 3127.479736
	Iteration 23Q: 3 clusters Score -3805176 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 34891 members 
Entering Unmasked Estep 
Score: -3805202.750000 Penalty: 3127.479736
	Iteration 24Q: 3 clusters Score -3805203 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 34922 members 
Entering Unmasked Estep 
Score: -3805244.250000 Penalty: 3127.479736
	Iteration 25Q: 3 clusters Score -3805244 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 34946 members 
Entering Unmasked Estep 
Score: -3805266.250000 Penalty: 3127.479736
	Iteration 26Q: 3 clusters Score -3805266 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 34967 members 
Entering Unmasked Estep 
Score: -3805281.500000 Penalty: 3127.479736
	Iteration 27Q: 3 clusters Score -3805282 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 34976 members 
Entering Unmasked Estep 
Score: -3805300.000000 Penalty: 3127.479736
	Iteration 28Q: 3 clusters Score -3805300 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 34990 members 
Entering Unmasked Estep 
Score: -3805312.000000 Penalty: 3127.479736
	Iteration 29Q: 3 clusters Score -3805312 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 35000 members 
Entering Unmasked Estep 
Score: -3805322.500000 Penalty: 3127.479736
	Iteration 30Q: 3 clusters Score -3805322 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 35016 members 
Entering Unmasked Estep 
Score: -3805325.750000 Penalty: 3127.479736
	Iteration 31Q: 3 clusters Score -3805326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 35018 members 
Entering Unmasked Estep 
Score: -3805326.500000 Penalty: 3127.479736
	Iteration 32Q: 3 clusters Score -3805326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 35015 members 
Entering Unmasked Estep 
Score: -3805327.750000 Penalty: 3127.479736
	Iteration 33Q: 3 clusters Score -3805328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 35016 members 
Entering Unmasked Estep 
Score: -3805327.000000 Penalty: 3127.479736
	Iteration 34Q: 3 clusters Score -3805327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 35017 members 
Entering Unmasked Estep 
Score: -3805330.250000 Penalty: 3127.479736
	Iteration 35Q: 3 clusters Score -3805330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 35018 members 
Entering Unmasked Estep 
Score: -3805331.250000 Penalty: 3127.479736
	Iteration 36Q: 3 clusters Score -3805331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 35019 members 
Entering Unmasked Estep 
Score: -3805334.000000 Penalty: 3127.479736
	Iteration 37Q: 3 clusters Score -3805334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 35021 members 
Entering Unmasked Estep 
Score: -3805338.500000 Penalty: 3127.479736
	Iteration 38Q: 3 clusters Score -3805338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 35022 members 
Entering Unmasked Estep 
Score: -3805336.250000 Penalty: 3127.479736
	Iteration 39Q: 3 clusters Score -3805336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 35023 members 
Entering Unmasked Estep 
Score: -3805338.000000 Penalty: 3127.479736
	Iteration 40F: 3 clusters Score -3805338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 35024 members 
Entering Unmasked Estep 
Score: -3805338.500000 Penalty: 3127.479736
	Iteration 41Q: 3 clusters Score -3805338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 35025 members 
Entering Unmasked Estep 
Score: -3805338.250000 Penalty: 3127.479736
	Iteration 42Q: 3 clusters Score -3805338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 35025 members 
Entering Unmasked Estep 
Score: -3805338.250000 Penalty: 3127.479736
	Iteration 43F: 3 clusters Score -3805338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Entering Unmasked Estep 
Score: -670569.062500 Penalty: 1304.114380
	Iteration 0F: 2 clusters Score -670569.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -666096.062500 Penalty: 2608.228760
	Iteration 0F: 3 clusters Score -666096.1 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -667536.312500 Penalty: 2608.228760
	Iteration 1F: 3 clusters Score -667536.3 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -667855.187500 Penalty: 2608.228760
	Iteration 2F: 3 clusters Score -667855.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -668049.750000 Penalty: 2608.228760
	Iteration 3F: 3 clusters Score -668049.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -668217.500000 Penalty: 2608.228760
	Iteration 4Q: 3 clusters Score -668217.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -668375.062500 Penalty: 2608.228760
	Iteration 5Q: 3 clusters Score -668375.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -668531.625000 Penalty: 2608.228760
	Iteration 6Q: 3 clusters Score -668531.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -668678.937500 Penalty: 2608.228760
	Iteration 7Q: 3 clusters Score -668678.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -668837.875000 Penalty: 2608.228760
	Iteration 8Q: 3 clusters Score -668837.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -668995.062500 Penalty: 2608.228760
	Iteration 9Q: 3 clusters Score -668995.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -669113.187500 Penalty: 2608.228760
	Iteration 10Q: 3 clusters Score -669113.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -669213.562500 Penalty: 2608.228760
	Iteration 11Q: 3 clusters Score -669213.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -669294.500000 Penalty: 2608.228760
	Iteration 12Q: 3 clusters Score -669294.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -669357.937500 Penalty: 2608.228760
	Iteration 13Q: 3 clusters Score -669357.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -669411.000000 Penalty: 2608.228760
	Iteration 14Q: 3 clusters Score -669411 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -669474.687500 Penalty: 2608.228760
	Iteration 15Q: 3 clusters Score -669474.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -669526.500000 Penalty: 2608.228760
	Iteration 16Q: 3 clusters Score -669526.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -669568.500000 Penalty: 2608.228760
	Iteration 17Q: 3 clusters Score -669568.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -669603.312500 Penalty: 2608.228760
	Iteration 18Q: 3 clusters Score -669603.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -669624.750000 Penalty: 2608.228760
	Iteration 19Q: 3 clusters Score -669624.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -669642.000000 Penalty: 2608.228760
	Iteration 20F: 3 clusters Score -669642 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -669665.437500 Penalty: 2608.228760
	Iteration 21Q: 3 clusters Score -669665.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -669678.812500 Penalty: 2608.228760
	Iteration 22Q: 3 clusters Score -669678.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -669691.750000 Penalty: 2608.228760
	Iteration 23Q: 3 clusters Score -669691.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -669705.625000 Penalty: 2608.228760
	Iteration 24Q: 3 clusters Score -669705.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -669716.000000 Penalty: 2608.228760
	Iteration 25Q: 3 clusters Score -669716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -669721.750000 Penalty: 2608.228760
	Iteration 26Q: 3 clusters Score -669721.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -669725.812500 Penalty: 2608.228760
	Iteration 27Q: 3 clusters Score -669725.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -669726.687500 Penalty: 2608.228760
	Iteration 28Q: 3 clusters Score -669726.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -669729.062500 Penalty: 2608.228760
	Iteration 29Q: 3 clusters Score -669729.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -669729.812500 Penalty: 2608.228760
	Iteration 30Q: 3 clusters Score -669729.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -669730.875000 Penalty: 2608.228760
	Iteration 31Q: 3 clusters Score -669730.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -669730.937500 Penalty: 2608.228760
	Iteration 32Q: 3 clusters Score -669730.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -669731.750000 Penalty: 2608.228760
	Iteration 33Q: 3 clusters Score -669731.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -669733.687500 Penalty: 2608.228760
	Iteration 34Q: 3 clusters Score -669733.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -669736.750000 Penalty: 2608.228760
	Iteration 35Q: 3 clusters Score -669736.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -669741.750000 Penalty: 2608.228760
	Iteration 36Q: 3 clusters Score -669741.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -669744.500000 Penalty: 2608.228760
	Iteration 37Q: 3 clusters Score -669744.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -669744.500000 Penalty: 2608.228760
	Iteration 38F: 3 clusters Score -669744.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (14823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Entering Unmasked Estep 
Score: -1539558.125000 Penalty: 1429.065552
	Iteration 0F: 2 clusters Score -1539558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1529826.375000 Penalty: 2858.131104
	Iteration 0F: 3 clusters Score -1529826 nChanged 6322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1533208.875000 Penalty: 2858.131104
	Iteration 1F: 3 clusters Score -1533209 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1533577.375000 Penalty: 2858.131104
	Iteration 2F: 3 clusters Score -1533577 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1533826.125000 Penalty: 2858.131104
	Iteration 3Q: 3 clusters Score -1533826 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1534052.750000 Penalty: 2858.131104
	Iteration 4Q: 3 clusters Score -1534053 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1534294.375000 Penalty: 2858.131104
	Iteration 5Q: 3 clusters Score -1534294 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1534520.000000 Penalty: 2858.131104
	Iteration 6Q: 3 clusters Score -1534520 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1534771.500000 Penalty: 2858.131104
	Iteration 7Q: 3 clusters Score -1534772 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1535087.500000 Penalty: 2858.131104
	Iteration 8Q: 3 clusters Score -1535088 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1535451.125000 Penalty: 2858.131104
	Iteration 9Q: 3 clusters Score -1535451 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1535806.125000 Penalty: 2858.131104
	Iteration 10Q: 3 clusters Score -1535806 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -1536213.500000 Penalty: 2858.131104
	Iteration 11Q: 3 clusters Score -1536214 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -1536635.875000 Penalty: 2858.131104
	Iteration 12Q: 3 clusters Score -1536636 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1537015.000000 Penalty: 2858.131104
	Iteration 13Q: 3 clusters Score -1537015 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -1537331.875000 Penalty: 2858.131104
	Iteration 14Q: 3 clusters Score -1537332 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -1537629.000000 Penalty: 2858.131104
	Iteration 15Q: 3 clusters Score -1537629 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -1537836.625000 Penalty: 2858.131104
	Iteration 16Q: 3 clusters Score -1537837 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -1538009.500000 Penalty: 2858.131104
	Iteration 17Q: 3 clusters Score -1538010 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -1538159.625000 Penalty: 2858.131104
	Iteration 18Q: 3 clusters Score -1538160 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -1538291.875000 Penalty: 2858.131104
	Iteration 19Q: 3 clusters Score -1538292 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -1538367.875000 Penalty: 2858.131104
	Iteration 20F: 3 clusters Score -1538368 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -1538441.250000 Penalty: 2858.131104
	Iteration 21Q: 3 clusters Score -1538441 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -1538475.500000 Penalty: 2858.131104
	Iteration 22Q: 3 clusters Score -1538476 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -1538503.500000 Penalty: 2858.131104
	Iteration 23Q: 3 clusters Score -1538504 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -1538514.000000 Penalty: 2858.131104
	Iteration 24Q: 3 clusters Score -1538514 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -1538525.375000 Penalty: 2858.131104
	Iteration 25Q: 3 clusters Score -1538525 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -1538540.000000 Penalty: 2858.131104
	Iteration 26Q: 3 clusters Score -1538540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -1538541.250000 Penalty: 2858.131104
	Iteration 27Q: 3 clusters Score -1538541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -1538544.250000 Penalty: 2858.131104
	Iteration 28Q: 3 clusters Score -1538544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -1538548.250000 Penalty: 2858.131104
	Iteration 29Q: 3 clusters Score -1538548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -1538546.750000 Penalty: 2858.131104
	Iteration 30Q: 3 clusters Score -1538547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -1538549.375000 Penalty: 2858.131104
	Iteration 31Q: 3 clusters Score -1538549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -1538553.875000 Penalty: 2858.131104
	Iteration 32Q: 3 clusters Score -1538554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -1538553.625000 Penalty: 2858.131104
	Iteration 33Q: 3 clusters Score -1538554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -1538553.625000 Penalty: 2858.131104
	Iteration 34Q: 3 clusters Score -1538554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -1538554.500000 Penalty: 2858.131104
	Iteration 35Q: 3 clusters Score -1538554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -1538554.500000 Penalty: 2858.131104
	Iteration 36F: 3 clusters Score -1538554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (18212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Entering Unmasked Estep 
Score: -1799919.125000 Penalty: 1459.703735
	Iteration 0F: 2 clusters Score -1799919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1787807.250000 Penalty: 2919.407471
	Iteration 0F: 3 clusters Score -1787807 nChanged 8007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1792158.250000 Penalty: 2919.407471
	Iteration 1F: 3 clusters Score -1792158 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1792581.250000 Penalty: 2919.407471
	Iteration 2F: 3 clusters Score -1792581 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1792951.875000 Penalty: 2919.407471
	Iteration 3F: 3 clusters Score -1792952 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1793302.500000 Penalty: 2919.407471
	Iteration 4Q: 3 clusters Score -1793302 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -1793665.875000 Penalty: 2919.407471
	Iteration 5Q: 3 clusters Score -1793666 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -1794105.875000 Penalty: 2919.407471
	Iteration 6Q: 3 clusters Score -1794106 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -1794627.125000 Penalty: 2919.407471
	Iteration 7F: 3 clusters Score -1794627 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -1795236.750000 Penalty: 2919.407471
	Iteration 8F: 3 clusters Score -1795237 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -1795903.750000 Penalty: 2919.407471
	Iteration 9F: 3 clusters Score -1795904 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -1796602.750000 Penalty: 2919.407471
	Iteration 10Q: 3 clusters Score -1796603 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -1797302.250000 Penalty: 2919.407471
	Iteration 11Q: 3 clusters Score -1797302 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -1797873.750000 Penalty: 2919.407471
	Iteration 12Q: 3 clusters Score -1797874 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -1798282.625000 Penalty: 2919.407471
	Iteration 13Q: 3 clusters Score -1798283 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -1798508.875000 Penalty: 2919.407471
	Iteration 14Q: 3 clusters Score -1798509 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -1798615.625000 Penalty: 2919.407471
	Iteration 15Q: 3 clusters Score -1798616 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -1798678.625000 Penalty: 2919.407471
	Iteration 16Q: 3 clusters Score -1798679 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -1798721.250000 Penalty: 2919.407471
	Iteration 17Q: 3 clusters Score -1798721 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -1798749.625000 Penalty: 2919.407471
	Iteration 18Q: 3 clusters Score -1798750 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -1798768.500000 Penalty: 2919.407471
	Iteration 19Q: 3 clusters Score -1798768 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -1798787.750000 Penalty: 2919.407471
	Iteration 20F: 3 clusters Score -1798788 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -1798801.000000 Penalty: 2919.407471
	Iteration 21Q: 3 clusters Score -1798801 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -1798816.500000 Penalty: 2919.407471
	Iteration 22Q: 3 clusters Score -1798816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -1798820.500000 Penalty: 2919.407471
	Iteration 23Q: 3 clusters Score -1798820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -1798822.375000 Penalty: 2919.407471
	Iteration 24Q: 3 clusters Score -1798822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -1798824.500000 Penalty: 2919.407471
	Iteration 25Q: 3 clusters Score -1798824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -1798827.125000 Penalty: 2919.407471
	Iteration 26Q: 3 clusters Score -1798827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -1798830.500000 Penalty: 2919.407471
	Iteration 27Q: 3 clusters Score -1798830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -1798837.250000 Penalty: 2919.407471
	Iteration 28Q: 3 clusters Score -1798837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -1798839.000000 Penalty: 2919.407471
	Iteration 29Q: 3 clusters Score -1798839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -1798838.750000 Penalty: 2919.407471
	Iteration 30Q: 3 clusters Score -1798839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -1798843.125000 Penalty: 2919.407471
	Iteration 31Q: 3 clusters Score -1798843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -1798848.000000 Penalty: 2919.407471
	Iteration 32Q: 3 clusters Score -1798848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -1798850.375000 Penalty: 2919.407471
	Iteration 33Q: 3 clusters Score -1798850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -1798851.000000 Penalty: 2919.407471
	Iteration 34Q: 3 clusters Score -1798851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -1798849.500000 Penalty: 2919.407471
	Iteration 35Q: 3 clusters Score -1798850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -1798849.500000 Penalty: 2919.407471
	Iteration 36F: 3 clusters Score -1798850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (36359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36359 members 
Entering Unmasked Estep 
Score: -3761310.500000 Penalty: 1562.578125
	Iteration 0F: 2 clusters Score -3761310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -3737624.250000 Penalty: 3125.156250
	Iteration 0F: 3 clusters Score -3737624 nChanged 16538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -3747079.000000 Penalty: 3125.156250
	Iteration 1F: 3 clusters Score -3747079 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -3747951.000000 Penalty: 3125.156250
	Iteration 2F: 3 clusters Score -3747951 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -3749053.250000 Penalty: 3125.156250
	Iteration 3F: 3 clusters Score -3749053 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -3750370.000000 Penalty: 3125.156250
	Iteration 4F: 3 clusters Score -3750370 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22153 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -3751724.500000 Penalty: 3125.156250
	Iteration 5F: 3 clusters Score -3751724 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -3752982.750000 Penalty: 3125.156250
	Iteration 6F: 3 clusters Score -3752983 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -3754183.750000 Penalty: 3125.156250
	Iteration 7F: 3 clusters Score -3754184 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -3755170.250000 Penalty: 3125.156250
	Iteration 8Q: 3 clusters Score -3755170 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -3756027.250000 Penalty: 3125.156250
	Iteration 9Q: 3 clusters Score -3756027 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -3756673.250000 Penalty: 3125.156250
	Iteration 10Q: 3 clusters Score -3756673 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -3757047.000000 Penalty: 3125.156250
	Iteration 11Q: 3 clusters Score -3757047 nChanged 666
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -3757219.000000 Penalty: 3125.156250
	Iteration 12Q: 3 clusters Score -3757219 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23097 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -3757312 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -3757362.250000 Penalty: 3125.156250
	Iteration 14Q: 3 clusters Score -3757362 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -3757409.250000 Penalty: 3125.156250
	Iteration 15Q: 3 clusters Score -3757409 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -3757434.750000 Penalty: 3125.156250
	Iteration 16Q: 3 clusters Score -3757435 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -3757460.750000 Penalty: 3125.156250
	Iteration 17Q: 3 clusters Score -3757461 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -3757495.250000 Penalty: 3125.156250
	Iteration 18Q: 3 clusters Score -3757495 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -3757514.500000 Penalty: 3125.156250
	Iteration 19Q: 3 clusters Score -3757514 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -3757532.500000 Penalty: 3125.156250
	Iteration 20F: 3 clusters Score -3757532 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -3757545.000000 Penalty: 3125.156250
	Iteration 21Q: 3 clusters Score -3757545 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -3757533.000000 Penalty: 3125.156250
	Iteration 22Q: 3 clusters Score -3757533 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -3757536.250000 Penalty: 3125.156250
	Iteration 23Q: 3 clusters Score -3757536 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -3757539.500000 Penalty: 3125.156250
	Iteration 24Q: 3 clusters Score -3757540 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -3757544.000000 Penalty: 3125.156250
	Iteration 25Q: 3 clusters Score -3757544 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -3757560.750000 Penalty: 3125.156250
	Iteration 26Q: 3 clusters Score -3757561 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -3757561 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22380 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -3757568 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -3757563.250000 Penalty: 3125.156250
	Iteration 29Q: 3 clusters Score -3757563 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -3757566.500000 Penalty: 3125.156250
	Iteration 30Q: 3 clusters Score -3757566 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -3757556.250000 Penalty: 3125.156250
	Iteration 31Q: 3 clusters Score -3757556 nChanged 37
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -3757559.750000 Penalty: 3125.156250
	Iteration 32Q: 3 clusters Score -3757560 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -3757570.500000 Penalty: 3125.156250
	Iteration 33Q: 3 clusters Score -3757570 nChanged 42
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -3757584 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -3757589.000000 Penalty: 3125.156250
	Iteration 35Q: 3 clusters Score -3757589 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -3757591.000000 Penalty: 3125.156250
	Iteration 36Q: 3 clusters Score -3757591 nChanged 57
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3757600 nChanged 59
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22039 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -3757602 nChanged 65
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -3757609.750000 Penalty: 3125.156250
	Iteration 39Q: 3 clusters Score -3757610 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -3757629.750000 Penalty: 3125.156250
	Iteration 40F: 3 clusters Score -3757630 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3757623 nChanged 83
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -3757637.250000 Penalty: 3125.156250
	Iteration 42Q: 3 clusters Score -3757637 nChanged 86
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
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Entering Unmasked Estep 
Score: -3757640.000000 Penalty: 3125.156250
	Iteration 43Q: 3 clusters Score -3757640 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
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Entering Unmasked Estep 
Score: -3757645.000000 Penalty: 3125.156250
	Iteration 44Q: 3 clusters Score -3757645 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -3757656.000000 Penalty: 3125.156250
	Iteration 45Q: 3 clusters Score -3757656 nChanged 93
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3757665 nChanged 89
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3757668 nChanged 94
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3757680 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -3757693.000000 Penalty: 3125.156250
	Iteration 49Q: 3 clusters Score -3757693 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -3757699.750000 Penalty: 3125.156250
	Iteration 50Q: 3 clusters Score -3757700 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -3757712.000000 Penalty: 3125.156250
	Iteration 51Q: 3 clusters Score -3757712 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -3757717.500000 Penalty: 3125.156250
	Iteration 52Q: 3 clusters Score -3757718 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3757717 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -3757734.250000 Penalty: 3125.156250
	Iteration 54Q: 3 clusters Score -3757734 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -3757736.500000 Penalty: 3125.156250
	Iteration 55Q: 3 clusters Score -3757736 nChanged 76
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3757734 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -3757735.750000 Penalty: 3125.156250
	Iteration 57Q: 3 clusters Score -3757736 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -3757742.750000 Penalty: 3125.156250
	Iteration 58Q: 3 clusters Score -3757743 nChanged 65
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -3757767.750000 Penalty: 3125.156250
	Iteration 59Q: 3 clusters Score -3757768 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -3757774.500000 Penalty: 3125.156250
	Iteration 60F: 3 clusters Score -3757774 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -3757783.000000 Penalty: 3125.156250
	Iteration 61Q: 3 clusters Score -3757783 nChanged 75
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3757790 nChanged 88
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3757800 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -3757801.500000 Penalty: 3125.156250
	Iteration 64Q: 3 clusters Score -3757802 nChanged 95
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -3757813.000000 Penalty: 3125.156250
	Iteration 65Q: 3 clusters Score -3757813 nChanged 74
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
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Entering Unmasked Estep 
Score: -3757822.250000 Penalty: 3125.156250
	Iteration 66Q: 3 clusters Score -3757822 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -3757816.750000 Penalty: 3125.156250
	Iteration 67Q: 3 clusters Score -3757817 nChanged 73
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Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -3757815.500000 Penalty: 3125.156250
	Iteration 68Q: 3 clusters Score -3757816 nChanged 89
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -3757840.000000 Penalty: 3125.156250
	Iteration 69Q: 3 clusters Score -3757840 nChanged 93
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Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 16314 members 
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	Iteration 70Q: 3 clusters Score -3757855 nChanged 95
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3757867 nChanged 102
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Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3757868 nChanged 89
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Mstep: Class 1 contains 19789 members 
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Entering Unmasked Estep 
Score: -3757891.250000 Penalty: 3125.156250
	Iteration 73Q: 3 clusters Score -3757891 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
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Entering Unmasked Estep 
Score: -3757912.500000 Penalty: 3125.156250
	Iteration 74Q: 3 clusters Score -3757912 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3757912 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -3757920.500000 Penalty: 3125.156250
	Iteration 76Q: 3 clusters Score -3757920 nChanged 103
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Mstep: Class 1 contains 19432 members 
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Entering Unmasked Estep 
Score: -3757923.250000 Penalty: 3125.156250
	Iteration 77Q: 3 clusters Score -3757923 nChanged 99
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -3757933.000000 Penalty: 3125.156250
	Iteration 78Q: 3 clusters Score -3757933 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19294 members 
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Entering Unmasked Estep 
Score: -3757952.000000 Penalty: 3125.156250
	Iteration 79Q: 3 clusters Score -3757952 nChanged 49
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -3757944.250000 Penalty: 3125.156250
	Iteration 80F: 3 clusters Score -3757944 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19206 members 
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Entering Unmasked Estep 
Score: -3757947.250000 Penalty: 3125.156250
	Iteration 81Q: 3 clusters Score -3757947 nChanged 47
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Mstep: Class 1 contains 19165 members 
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Entering Unmasked Estep 
Score: -3757954.000000 Penalty: 3125.156250
	Iteration 82Q: 3 clusters Score -3757954 nChanged 54
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Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -3757951.500000 Penalty: 3125.156250
	Iteration 83Q: 3 clusters Score -3757952 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -3757948.500000 Penalty: 3125.156250
	Iteration 84Q: 3 clusters Score -3757948 nChanged 52
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Mstep: Class 1 contains 19022 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3757959 nChanged 42
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -3757964.750000 Penalty: 3125.156250
	Iteration 86Q: 3 clusters Score -3757965 nChanged 37
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Mstep: Class 1 contains 18951 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3757965 nChanged 39
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Mstep: Class 1 contains 18912 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3757967 nChanged 26
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Mstep: Class 1 contains 18888 members 
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Entering Unmasked Estep 
Score: -3757969.500000 Penalty: 3125.156250
	Iteration 89Q: 3 clusters Score -3757970 nChanged 18
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Mstep: Class 1 contains 18870 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3757968 nChanged 25
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Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3757971 nChanged 24
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Mstep: Class 1 contains 18823 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3757974 nChanged 24
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3757973 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18777 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3757966 nChanged 28
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Mstep: Class 1 contains 18749 members 
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	Iteration 95Q: 3 clusters Score -3757976 nChanged 29
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3757980 nChanged 27
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Mstep: Class 1 contains 18697 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3757984 nChanged 29
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Mstep: Class 1 contains 18670 members 
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Entering Unmasked Estep 
Score: -3757979.500000 Penalty: 3125.156250
	Iteration 98Q: 3 clusters Score -3757980 nChanged 24
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3757985 nChanged 23
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Mstep: Class 1 contains 18627 members 
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Entering Unmasked Estep 
Score: -3757981.000000 Penalty: 3125.156250
	Iteration 100F: 3 clusters Score -3757981 nChanged 18
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Mstep: Class 1 contains 18611 members 
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Entering Unmasked Estep 
Score: -3757992.250000 Penalty: 3125.156250
	Iteration 101Q: 3 clusters Score -3757992 nChanged 24
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Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3757986 nChanged 28
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Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3757992 nChanged 29
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Mstep: Class 1 contains 18542 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3757985 nChanged 32
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3757986 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -3758004.000000 Penalty: 3125.156250
	Iteration 106Q: 3 clusters Score -3758004 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -3758012.000000 Penalty: 3125.156250
	Iteration 107Q: 3 clusters Score -3758012 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -3758016.750000 Penalty: 3125.156250
	Iteration 108Q: 3 clusters Score -3758017 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -3758024.250000 Penalty: 3125.156250
	Iteration 109Q: 3 clusters Score -3758024 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -3758019.500000 Penalty: 3125.156250
	Iteration 110Q: 3 clusters Score -3758020 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -3758034.250000 Penalty: 3125.156250
	Iteration 111Q: 3 clusters Score -3758034 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -3758027.750000 Penalty: 3125.156250
	Iteration 112Q: 3 clusters Score -3758028 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -3758023.250000 Penalty: 3125.156250
	Iteration 113Q: 3 clusters Score -3758023 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -3758030.000000 Penalty: 3125.156250
	Iteration 114Q: 3 clusters Score -3758030 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -3758034.750000 Penalty: 3125.156250
	Iteration 115Q: 3 clusters Score -3758035 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -3758030.250000 Penalty: 3125.156250
	Iteration 116Q: 3 clusters Score -3758030 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -3758024.000000 Penalty: 3125.156250
	Iteration 117Q: 3 clusters Score -3758024 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -3758024.750000 Penalty: 3125.156250
	Iteration 118Q: 3 clusters Score -3758025 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -3758023.500000 Penalty: 3125.156250
	Iteration 119Q: 3 clusters Score -3758024 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -3758027.000000 Penalty: 3125.156250
	Iteration 120F: 3 clusters Score -3758027 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -3758022.750000 Penalty: 3125.156250
	Iteration 121Q: 3 clusters Score -3758023 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -3758030.000000 Penalty: 3125.156250
	Iteration 122Q: 3 clusters Score -3758030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -3758026.250000 Penalty: 3125.156250
	Iteration 123Q: 3 clusters Score -3758026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -3758027.500000 Penalty: 3125.156250
	Iteration 124Q: 3 clusters Score -3758028 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -3758033.500000 Penalty: 3125.156250
	Iteration 125Q: 3 clusters Score -3758034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -3758033.750000 Penalty: 3125.156250
	Iteration 126Q: 3 clusters Score -3758034 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -3758028.250000 Penalty: 3125.156250
	Iteration 127Q: 3 clusters Score -3758028 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -3758029.500000 Penalty: 3125.156250
	Iteration 128Q: 3 clusters Score -3758030 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -3758036.000000 Penalty: 3125.156250
	Iteration 129Q: 3 clusters Score -3758036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -3758037.250000 Penalty: 3125.156250
	Iteration 130Q: 3 clusters Score -3758037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -3758042.000000 Penalty: 3125.156250
	Iteration 131Q: 3 clusters Score -3758042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -3758040.750000 Penalty: 3125.156250
	Iteration 132Q: 3 clusters Score -3758041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -3758041.500000 Penalty: 3125.156250
	Iteration 133Q: 3 clusters Score -3758042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -3758044.250000 Penalty: 3125.156250
	Iteration 134Q: 3 clusters Score -3758044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -3758047.000000 Penalty: 3125.156250
	Iteration 135Q: 3 clusters Score -3758047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -3758050.000000 Penalty: 3125.156250
	Iteration 136Q: 3 clusters Score -3758050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -3758047.500000 Penalty: 3125.156250
	Iteration 137Q: 3 clusters Score -3758048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -3758049.000000 Penalty: 3125.156250
	Iteration 138Q: 3 clusters Score -3758049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -3758048.250000 Penalty: 3125.156250
	Iteration 139Q: 3 clusters Score -3758048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -3758049.250000 Penalty: 3125.156250
	Iteration 140F: 3 clusters Score -3758049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -3758051.750000 Penalty: 3125.156250
	Iteration 141Q: 3 clusters Score -3758052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -3758050.750000 Penalty: 3125.156250
	Iteration 142Q: 3 clusters Score -3758051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -3758050.500000 Penalty: 3125.156250
	Iteration 143Q: 3 clusters Score -3758050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -3758048.750000 Penalty: 3125.156250
	Iteration 144Q: 3 clusters Score -3758049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -3758050.000000 Penalty: 3125.156250
	Iteration 145Q: 3 clusters Score -3758050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -3758050.000000 Penalty: 3125.156250
	Iteration 146F: 3 clusters Score -3758050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (10560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Entering Unmasked Estep 
Score: -1017998.250000 Penalty: 1378.606567
	Iteration 0F: 2 clusters Score -1017998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1010881.687500 Penalty: 2757.213135
	Iteration 0F: 3 clusters Score -1010882 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1013275.375000 Penalty: 2757.213135
	Iteration 1F: 3 clusters Score -1013275 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1013732.312500 Penalty: 2757.213135
	Iteration 2F: 3 clusters Score -1013732 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1014182.687500 Penalty: 2757.213135
	Iteration 3F: 3 clusters Score -1014183 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1014671.812500 Penalty: 2757.213135
	Iteration 4F: 3 clusters Score -1014672 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1015285.125000 Penalty: 2757.213135
	Iteration 5F: 3 clusters Score -1015285 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1015825.312500 Penalty: 2757.213135
	Iteration 6F: 3 clusters Score -1015825 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1016223.687500 Penalty: 2757.213135
	Iteration 7F: 3 clusters Score -1016224 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1016519.125000 Penalty: 2757.213135
	Iteration 8Q: 3 clusters Score -1016519 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1016708.875000 Penalty: 2757.213135
	Iteration 9Q: 3 clusters Score -1016709 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1016842.312500 Penalty: 2757.213135
	Iteration 10Q: 3 clusters Score -1016842 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1016925.375000 Penalty: 2757.213135
	Iteration 11Q: 3 clusters Score -1016925 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1016990.125000 Penalty: 2757.213135
	Iteration 12Q: 3 clusters Score -1016990 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1017040.375000 Penalty: 2757.213135
	Iteration 13Q: 3 clusters Score -1017040 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1017086.250000 Penalty: 2757.213135
	Iteration 14Q: 3 clusters Score -1017086 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1017127.687500 Penalty: 2757.213135
	Iteration 15Q: 3 clusters Score -1017128 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1017174.750000 Penalty: 2757.213135
	Iteration 16Q: 3 clusters Score -1017175 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1017228.562500 Penalty: 2757.213135
	Iteration 17Q: 3 clusters Score -1017229 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1017276.375000 Penalty: 2757.213135
	Iteration 18Q: 3 clusters Score -1017276 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1017320.187500 Penalty: 2757.213135
	Iteration 19Q: 3 clusters Score -1017320 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1017354.500000 Penalty: 2757.213135
	Iteration 20F: 3 clusters Score -1017354 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1017388.687500 Penalty: 2757.213135
	Iteration 21Q: 3 clusters Score -1017389 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1017410.625000 Penalty: 2757.213135
	Iteration 22Q: 3 clusters Score -1017411 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1017423.937500 Penalty: 2757.213135
	Iteration 23Q: 3 clusters Score -1017424 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1017440.125000 Penalty: 2757.213135
	Iteration 24Q: 3 clusters Score -1017440 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1017460.312500 Penalty: 2757.213135
	Iteration 25Q: 3 clusters Score -1017460 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1017478.062500 Penalty: 2757.213135
	Iteration 26Q: 3 clusters Score -1017478 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1017486.687500 Penalty: 2757.213135
	Iteration 27Q: 3 clusters Score -1017487 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1017497.875000 Penalty: 2757.213135
	Iteration 28Q: 3 clusters Score -1017498 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1017506.062500 Penalty: 2757.213135
	Iteration 29Q: 3 clusters Score -1017506 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1017519.250000 Penalty: 2757.213135
	Iteration 30Q: 3 clusters Score -1017519 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1017525.125000 Penalty: 2757.213135
	Iteration 31Q: 3 clusters Score -1017525 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1017532.187500 Penalty: 2757.213135
	Iteration 32Q: 3 clusters Score -1017532 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1017536.812500 Penalty: 2757.213135
	Iteration 33Q: 3 clusters Score -1017537 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1017547.312500 Penalty: 2757.213135
	Iteration 34Q: 3 clusters Score -1017547 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1017552.812500 Penalty: 2757.213135
	Iteration 35Q: 3 clusters Score -1017553 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1017556.437500 Penalty: 2757.213135
	Iteration 36Q: 3 clusters Score -1017556 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1017561.875000 Penalty: 2757.213135
	Iteration 37Q: 3 clusters Score -1017562 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1017565.250000 Penalty: 2757.213135
	Iteration 38Q: 3 clusters Score -1017565 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1017568.625000 Penalty: 2757.213135
	Iteration 39Q: 3 clusters Score -1017569 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1017574.500000 Penalty: 2757.213135
	Iteration 40F: 3 clusters Score -1017574 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1017582.437500 Penalty: 2757.213135
	Iteration 41Q: 3 clusters Score -1017582 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1017587.250000 Penalty: 2757.213135
	Iteration 42Q: 3 clusters Score -1017587 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1017592.187500 Penalty: 2757.213135
	Iteration 43Q: 3 clusters Score -1017592 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1017596.562500 Penalty: 2757.213135
	Iteration 44Q: 3 clusters Score -1017597 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1017600.937500 Penalty: 2757.213135
	Iteration 45Q: 3 clusters Score -1017601 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1017606.187500 Penalty: 2757.213135
	Iteration 46Q: 3 clusters Score -1017606 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1017615.687500 Penalty: 2757.213135
	Iteration 47Q: 3 clusters Score -1017616 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1017620.875000 Penalty: 2757.213135
	Iteration 48Q: 3 clusters Score -1017621 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1017630.375000 Penalty: 2757.213135
	Iteration 49Q: 3 clusters Score -1017630 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1017637.625000 Penalty: 2757.213135
	Iteration 50Q: 3 clusters Score -1017638 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1017645.125000 Penalty: 2757.213135
	Iteration 51Q: 3 clusters Score -1017645 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1017652.250000 Penalty: 2757.213135
	Iteration 52Q: 3 clusters Score -1017652 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1017660.437500 Penalty: 2757.213135
	Iteration 53Q: 3 clusters Score -1017660 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1017663.562500 Penalty: 2757.213135
	Iteration 54Q: 3 clusters Score -1017664 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1017669.000000 Penalty: 2757.213135
	Iteration 55Q: 3 clusters Score -1017669 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1017675.187500 Penalty: 2757.213135
	Iteration 56Q: 3 clusters Score -1017675 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1017680.187500 Penalty: 2757.213135
	Iteration 57Q: 3 clusters Score -1017680 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1017684.875000 Penalty: 2757.213135
	Iteration 58Q: 3 clusters Score -1017685 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1017687.312500 Penalty: 2757.213135
	Iteration 59Q: 3 clusters Score -1017687 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1017692.250000 Penalty: 2757.213135
	Iteration 60F: 3 clusters Score -1017692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1017693.750000 Penalty: 2757.213135
	Iteration 61Q: 3 clusters Score -1017694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1017696.625000 Penalty: 2757.213135
	Iteration 62Q: 3 clusters Score -1017697 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1017702.437500 Penalty: 2757.213135
	Iteration 63Q: 3 clusters Score -1017702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1017703.125000 Penalty: 2757.213135
	Iteration 64Q: 3 clusters Score -1017703 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1017708.000000 Penalty: 2757.213135
	Iteration 65Q: 3 clusters Score -1017708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1017712.125000 Penalty: 2757.213135
	Iteration 66Q: 3 clusters Score -1017712 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1017715.187500 Penalty: 2757.213135
	Iteration 67Q: 3 clusters Score -1017715 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1017717.250000 Penalty: 2757.213135
	Iteration 68Q: 3 clusters Score -1017717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1017719.500000 Penalty: 2757.213135
	Iteration 69Q: 3 clusters Score -1017720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1017721.062500 Penalty: 2757.213135
	Iteration 70Q: 3 clusters Score -1017721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1017722.437500 Penalty: 2757.213135
	Iteration 71Q: 3 clusters Score -1017722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1017726.000000 Penalty: 2757.213135
	Iteration 72Q: 3 clusters Score -1017726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1017726.875000 Penalty: 2757.213135
	Iteration 73Q: 3 clusters Score -1017727 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1017733.062500 Penalty: 2757.213135
	Iteration 74Q: 3 clusters Score -1017733 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1017735.000000 Penalty: 2757.213135
	Iteration 75Q: 3 clusters Score -1017735 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1017739.000000 Penalty: 2757.213135
	Iteration 76Q: 3 clusters Score -1017739 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1017739.937500 Penalty: 2757.213135
	Iteration 77Q: 3 clusters Score -1017740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1017743.500000 Penalty: 2757.213135
	Iteration 78Q: 3 clusters Score -1017744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1017749.937500 Penalty: 2757.213135
	Iteration 79Q: 3 clusters Score -1017750 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1017754.375000 Penalty: 2757.213135
	Iteration 80F: 3 clusters Score -1017754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1017760.562500 Penalty: 2757.213135
	Iteration 81Q: 3 clusters Score -1017761 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1017760.062500 Penalty: 2757.213135
	Iteration 82Q: 3 clusters Score -1017760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1017760.375000 Penalty: 2757.213135
	Iteration 83Q: 3 clusters Score -1017760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1017762.937500 Penalty: 2757.213135
	Iteration 84Q: 3 clusters Score -1017763 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1017766.625000 Penalty: 2757.213135
	Iteration 85Q: 3 clusters Score -1017767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1017768.500000 Penalty: 2757.213135
	Iteration 86Q: 3 clusters Score -1017768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1017769.500000 Penalty: 2757.213135
	Iteration 87Q: 3 clusters Score -1017770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1017770.250000 Penalty: 2757.213135
	Iteration 88Q: 3 clusters Score -1017770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1017772.437500 Penalty: 2757.213135
	Iteration 89Q: 3 clusters Score -1017772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1017771.875000 Penalty: 2757.213135
	Iteration 90Q: 3 clusters Score -1017772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1017773.250000 Penalty: 2757.213135
	Iteration 91Q: 3 clusters Score -1017773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1017772.750000 Penalty: 2757.213135
	Iteration 92Q: 3 clusters Score -1017773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1017771.687500 Penalty: 2757.213135
	Iteration 93Q: 3 clusters Score -1017772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1017772.125000 Penalty: 2757.213135
	Iteration 94Q: 3 clusters Score -1017772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1017774.812500 Penalty: 2757.213135
	Iteration 95Q: 3 clusters Score -1017775 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1017775.937500 Penalty: 2757.213135
	Iteration 96Q: 3 clusters Score -1017776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1017779.625000 Penalty: 2757.213135
	Iteration 97Q: 3 clusters Score -1017780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1017778.500000 Penalty: 2757.213135
	Iteration 98Q: 3 clusters Score -1017778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1017779.375000 Penalty: 2757.213135
	Iteration 99Q: 3 clusters Score -1017779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1017779.500000 Penalty: 2757.213135
	Iteration 100F: 3 clusters Score -1017780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1017780.750000 Penalty: 2757.213135
	Iteration 101Q: 3 clusters Score -1017781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1017781.125000 Penalty: 2757.213135
	Iteration 102Q: 3 clusters Score -1017781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1017780.062500 Penalty: 2757.213135
	Iteration 103Q: 3 clusters Score -1017780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1017781.000000 Penalty: 2757.213135
	Iteration 104Q: 3 clusters Score -1017781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1017780.437500 Penalty: 2757.213135
	Iteration 105Q: 3 clusters Score -1017780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1017780.437500 Penalty: 2757.213135
	Iteration 106F: 3 clusters Score -1017780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Entering Unmasked Estep 
Score: -986686.437500 Penalty: 1366.180908
	Iteration 0F: 2 clusters Score -986686.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -980062.500000 Penalty: 2732.361816
	Iteration 0F: 3 clusters Score -980062.5 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -982307.750000 Penalty: 2732.361816
	Iteration 1F: 3 clusters Score -982307.8 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -982596.687500 Penalty: 2732.361816
	Iteration 2F: 3 clusters Score -982596.7 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -982784.750000 Penalty: 2732.361816
	Iteration 3Q: 3 clusters Score -982784.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -982935.375000 Penalty: 2732.361816
	Iteration 4Q: 3 clusters Score -982935.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -983082.062500 Penalty: 2732.361816
	Iteration 5Q: 3 clusters Score -983082.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -983227.187500 Penalty: 2732.361816
	Iteration 6Q: 3 clusters Score -983227.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -983403.375000 Penalty: 2732.361816
	Iteration 7Q: 3 clusters Score -983403.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -983619.125000 Penalty: 2732.361816
	Iteration 8Q: 3 clusters Score -983619.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -983857.062500 Penalty: 2732.361816
	Iteration 9Q: 3 clusters Score -983857.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -984092.187500 Penalty: 2732.361816
	Iteration 10Q: 3 clusters Score -984092.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -984323.312500 Penalty: 2732.361816
	Iteration 11Q: 3 clusters Score -984323.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -984553.875000 Penalty: 2732.361816
	Iteration 12Q: 3 clusters Score -984553.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -984782.437500 Penalty: 2732.361816
	Iteration 13Q: 3 clusters Score -984782.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -984990.250000 Penalty: 2732.361816
	Iteration 14Q: 3 clusters Score -984990.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -985161.500000 Penalty: 2732.361816
	Iteration 15Q: 3 clusters Score -985161.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -985286.437500 Penalty: 2732.361816
	Iteration 16Q: 3 clusters Score -985286.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -985383.000000 Penalty: 2732.361816
	Iteration 17Q: 3 clusters Score -985383 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -985457.937500 Penalty: 2732.361816
	Iteration 18Q: 3 clusters Score -985457.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -985514.500000 Penalty: 2732.361816
	Iteration 19Q: 3 clusters Score -985514.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -985545.062500 Penalty: 2732.361816
	Iteration 20F: 3 clusters Score -985545.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -985566.875000 Penalty: 2732.361816
	Iteration 21Q: 3 clusters Score -985566.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -985581.875000 Penalty: 2732.361816
	Iteration 22Q: 3 clusters Score -985581.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -985593.500000 Penalty: 2732.361816
	Iteration 23Q: 3 clusters Score -985593.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -985599.250000 Penalty: 2732.361816
	Iteration 24Q: 3 clusters Score -985599.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -985606.250000 Penalty: 2732.361816
	Iteration 25Q: 3 clusters Score -985606.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -985616.125000 Penalty: 2732.361816
	Iteration 26Q: 3 clusters Score -985616.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -985626.750000 Penalty: 2732.361816
	Iteration 27Q: 3 clusters Score -985626.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -985632.187500 Penalty: 2732.361816
	Iteration 28Q: 3 clusters Score -985632.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -985636.375000 Penalty: 2732.361816
	Iteration 29Q: 3 clusters Score -985636.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -985644.312500 Penalty: 2732.361816
	Iteration 30Q: 3 clusters Score -985644.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -985644.937500 Penalty: 2732.361816
	Iteration 31Q: 3 clusters Score -985644.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -985644.875000 Penalty: 2732.361816
	Iteration 32Q: 3 clusters Score -985644.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -985645.750000 Penalty: 2732.361816
	Iteration 33Q: 3 clusters Score -985645.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -985645.750000 Penalty: 2732.361816
	Iteration 34F: 3 clusters Score -985645.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Entering Unmasked Estep 
Score: -86791.164062 Penalty: 1021.954590
	Iteration 0F: 2 clusters Score -86791.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -85576.437500 Penalty: 2043.909180
	Iteration 0F: 3 clusters Score -85576.44 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -85860.726562 Penalty: 2043.909180
	Iteration 1F: 3 clusters Score -85860.73 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -85949.023438 Penalty: 2043.909180
	Iteration 2F: 3 clusters Score -85949.02 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -85983.421875 Penalty: 2043.909180
	Iteration 3Q: 3 clusters Score -85983.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -86007.304688 Penalty: 2043.909180
	Iteration 4Q: 3 clusters Score -86007.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -86016.984375 Penalty: 2043.909180
	Iteration 5Q: 3 clusters Score -86016.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -86029.875000 Penalty: 2043.909180
	Iteration 6Q: 3 clusters Score -86029.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -86045.945312 Penalty: 2043.909180
	Iteration 7Q: 3 clusters Score -86045.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -86047.835938 Penalty: 2043.909180
	Iteration 8Q: 3 clusters Score -86047.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -86050.632812 Penalty: 2043.909180
	Iteration 9Q: 3 clusters Score -86050.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -86051.617188 Penalty: 2043.909180
	Iteration 10Q: 3 clusters Score -86051.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -86051.617188 Penalty: 2043.909180
	Iteration 11F: 3 clusters Score -86051.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -827347.562500 Penalty: 1336.885132
	Iteration 0F: 2 clusters Score -827347.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -821785.187500 Penalty: 2673.770264
	Iteration 0F: 3 clusters Score -821785.2 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -823539.500000 Penalty: 2673.770264
	Iteration 1F: 3 clusters Score -823539.5 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -823755.187500 Penalty: 2673.770264
	Iteration 2F: 3 clusters Score -823755.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -823891.937500 Penalty: 2673.770264
	Iteration 3Q: 3 clusters Score -823891.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -823998.437500 Penalty: 2673.770264
	Iteration 4Q: 3 clusters Score -823998.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -824086.187500 Penalty: 2673.770264
	Iteration 5Q: 3 clusters Score -824086.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -824145.812500 Penalty: 2673.770264
	Iteration 6Q: 3 clusters Score -824145.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -824197.500000 Penalty: 2673.770264
	Iteration 7Q: 3 clusters Score -824197.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -824256.750000 Penalty: 2673.770264
	Iteration 8Q: 3 clusters Score -824256.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -824314.937500 Penalty: 2673.770264
	Iteration 9Q: 3 clusters Score -824314.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -824383.062500 Penalty: 2673.770264
	Iteration 10Q: 3 clusters Score -824383.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -824466.312500 Penalty: 2673.770264
	Iteration 11Q: 3 clusters Score -824466.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -824565.000000 Penalty: 2673.770264
	Iteration 12Q: 3 clusters Score -824565 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -824666.750000 Penalty: 2673.770264
	Iteration 13Q: 3 clusters Score -824666.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -824766.750000 Penalty: 2673.770264
	Iteration 14Q: 3 clusters Score -824766.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -824885.000000 Penalty: 2673.770264
	Iteration 15Q: 3 clusters Score -824885 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -825022.000000 Penalty: 2673.770264
	Iteration 16Q: 3 clusters Score -825022 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -825150.875000 Penalty: 2673.770264
	Iteration 17Q: 3 clusters Score -825150.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -825268.062500 Penalty: 2673.770264
	Iteration 18Q: 3 clusters Score -825268.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -825382.437500 Penalty: 2673.770264
	Iteration 19Q: 3 clusters Score -825382.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -825511.875000 Penalty: 2673.770264
	Iteration 20F: 3 clusters Score -825511.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -825651.937500 Penalty: 2673.770264
	Iteration 21Q: 3 clusters Score -825651.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -825791.687500 Penalty: 2673.770264
	Iteration 22Q: 3 clusters Score -825791.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -825924.187500 Penalty: 2673.770264
	Iteration 23Q: 3 clusters Score -825924.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -826003.500000 Penalty: 2673.770264
	Iteration 24Q: 3 clusters Score -826003.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -826067.000000 Penalty: 2673.770264
	Iteration 25Q: 3 clusters Score -826067 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -826111.687500 Penalty: 2673.770264
	Iteration 26Q: 3 clusters Score -826111.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -826135.500000 Penalty: 2673.770264
	Iteration 27Q: 3 clusters Score -826135.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -826157.687500 Penalty: 2673.770264
	Iteration 28Q: 3 clusters Score -826157.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -826174.875000 Penalty: 2673.770264
	Iteration 29Q: 3 clusters Score -826174.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -826179.000000 Penalty: 2673.770264
	Iteration 30Q: 3 clusters Score -826179 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -826186.812500 Penalty: 2673.770264
	Iteration 31Q: 3 clusters Score -826186.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -826192.500000 Penalty: 2673.770264
	Iteration 32Q: 3 clusters Score -826192.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -826201.562500 Penalty: 2673.770264
	Iteration 33Q: 3 clusters Score -826201.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -826211.062500 Penalty: 2673.770264
	Iteration 34Q: 3 clusters Score -826211.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -826220.187500 Penalty: 2673.770264
	Iteration 35Q: 3 clusters Score -826220.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -826225.687500 Penalty: 2673.770264
	Iteration 36Q: 3 clusters Score -826225.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -826233.500000 Penalty: 2673.770264
	Iteration 37Q: 3 clusters Score -826233.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -826241.937500 Penalty: 2673.770264
	Iteration 38Q: 3 clusters Score -826241.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -826248.812500 Penalty: 2673.770264
	Iteration 39Q: 3 clusters Score -826248.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -826255.562500 Penalty: 2673.770264
	Iteration 40F: 3 clusters Score -826255.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -826259.375000 Penalty: 2673.770264
	Iteration 41Q: 3 clusters Score -826259.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -826260.687500 Penalty: 2673.770264
	Iteration 42Q: 3 clusters Score -826260.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -826263.437500 Penalty: 2673.770264
	Iteration 43Q: 3 clusters Score -826263.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -826267.312500 Penalty: 2673.770264
	Iteration 44Q: 3 clusters Score -826267.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -826269.875000 Penalty: 2673.770264
	Iteration 45Q: 3 clusters Score -826269.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -826273.750000 Penalty: 2673.770264
	Iteration 46Q: 3 clusters Score -826273.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -826283.000000 Penalty: 2673.770264
	Iteration 47Q: 3 clusters Score -826283 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -826288.250000 Penalty: 2673.770264
	Iteration 48Q: 3 clusters Score -826288.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -826291.500000 Penalty: 2673.770264
	Iteration 49Q: 3 clusters Score -826291.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -826293.625000 Penalty: 2673.770264
	Iteration 50Q: 3 clusters Score -826293.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -826300.562500 Penalty: 2673.770264
	Iteration 51Q: 3 clusters Score -826300.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -826300.937500 Penalty: 2673.770264
	Iteration 52Q: 3 clusters Score -826300.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -826307.000000 Penalty: 2673.770264
	Iteration 53Q: 3 clusters Score -826307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -826309.562500 Penalty: 2673.770264
	Iteration 54Q: 3 clusters Score -826309.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -826308.750000 Penalty: 2673.770264
	Iteration 55Q: 3 clusters Score -826308.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -826309.062500 Penalty: 2673.770264
	Iteration 56Q: 3 clusters Score -826309.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -826310.187500 Penalty: 2673.770264
	Iteration 57Q: 3 clusters Score -826310.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -826312.250000 Penalty: 2673.770264
	Iteration 58Q: 3 clusters Score -826312.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -826316.500000 Penalty: 2673.770264
	Iteration 59Q: 3 clusters Score -826316.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -826318.437500 Penalty: 2673.770264
	Iteration 60F: 3 clusters Score -826318.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -826320.250000 Penalty: 2673.770264
	Iteration 61Q: 3 clusters Score -826320.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -826319.687500 Penalty: 2673.770264
	Iteration 62Q: 3 clusters Score -826319.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -826321.750000 Penalty: 2673.770264
	Iteration 63Q: 3 clusters Score -826321.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -826322.750000 Penalty: 2673.770264
	Iteration 64Q: 3 clusters Score -826322.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -826322.750000 Penalty: 2673.770264
	Iteration 65F: 3 clusters Score -826322.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Entering Unmasked Estep 
Score: -366539.031250 Penalty: 1228.196411
	Iteration 0F: 2 clusters Score -366539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -363543.718750 Penalty: 2456.392822
	Iteration 0F: 3 clusters Score -363543.7 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -364428.593750 Penalty: 2456.392822
	Iteration 1F: 3 clusters Score -364428.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -364685.375000 Penalty: 2456.392822
	Iteration 2F: 3 clusters Score -364685.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -364839.093750 Penalty: 2456.392822
	Iteration 3F: 3 clusters Score -364839.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -364940.781250 Penalty: 2456.392822
	Iteration 4Q: 3 clusters Score -364940.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -365024.281250 Penalty: 2456.392822
	Iteration 5Q: 3 clusters Score -365024.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -365090.812500 Penalty: 2456.392822
	Iteration 6Q: 3 clusters Score -365090.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -365151.968750 Penalty: 2456.392822
	Iteration 7Q: 3 clusters Score -365152 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -365197.125000 Penalty: 2456.392822
	Iteration 8Q: 3 clusters Score -365197.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -365241.843750 Penalty: 2456.392822
	Iteration 9Q: 3 clusters Score -365241.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -365279.687500 Penalty: 2456.392822
	Iteration 10Q: 3 clusters Score -365279.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -365305.687500 Penalty: 2456.392822
	Iteration 11Q: 3 clusters Score -365305.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -365326.718750 Penalty: 2456.392822
	Iteration 12Q: 3 clusters Score -365326.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -365338.437500 Penalty: 2456.392822
	Iteration 13Q: 3 clusters Score -365338.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -365353.218750 Penalty: 2456.392822
	Iteration 14Q: 3 clusters Score -365353.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -365370.843750 Penalty: 2456.392822
	Iteration 15Q: 3 clusters Score -365370.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -365382.656250 Penalty: 2456.392822
	Iteration 16Q: 3 clusters Score -365382.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -365394.843750 Penalty: 2456.392822
	Iteration 17Q: 3 clusters Score -365394.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -365404.218750 Penalty: 2456.392822
	Iteration 18Q: 3 clusters Score -365404.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -365416.437500 Penalty: 2456.392822
	Iteration 19Q: 3 clusters Score -365416.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -365432.312500 Penalty: 2456.392822
	Iteration 20F: 3 clusters Score -365432.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -365445.593750 Penalty: 2456.392822
	Iteration 21Q: 3 clusters Score -365445.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -365455.000000 Penalty: 2456.392822
	Iteration 22Q: 3 clusters Score -365455 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -365466.843750 Penalty: 2456.392822
	Iteration 23Q: 3 clusters Score -365466.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -365481.156250 Penalty: 2456.392822
	Iteration 24Q: 3 clusters Score -365481.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -365495.906250 Penalty: 2456.392822
	Iteration 25Q: 3 clusters Score -365495.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -365518.562500 Penalty: 2456.392822
	Iteration 26Q: 3 clusters Score -365518.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -365538.156250 Penalty: 2456.392822
	Iteration 27Q: 3 clusters Score -365538.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -365553.281250 Penalty: 2456.392822
	Iteration 28Q: 3 clusters Score -365553.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -365576.968750 Penalty: 2456.392822
	Iteration 29Q: 3 clusters Score -365577 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -365605.656250 Penalty: 2456.392822
	Iteration 30Q: 3 clusters Score -365605.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -365632.250000 Penalty: 2456.392822
	Iteration 31Q: 3 clusters Score -365632.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -365648.250000 Penalty: 2456.392822
	Iteration 32Q: 3 clusters Score -365648.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -365663.250000 Penalty: 2456.392822
	Iteration 33Q: 3 clusters Score -365663.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -365679.937500 Penalty: 2456.392822
	Iteration 34Q: 3 clusters Score -365679.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -365692.500000 Penalty: 2456.392822
	Iteration 35Q: 3 clusters Score -365692.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -365703.625000 Penalty: 2456.392822
	Iteration 36Q: 3 clusters Score -365703.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -365711.218750 Penalty: 2456.392822
	Iteration 37Q: 3 clusters Score -365711.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -365721.875000 Penalty: 2456.392822
	Iteration 38Q: 3 clusters Score -365721.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -365731.125000 Penalty: 2456.392822
	Iteration 39Q: 3 clusters Score -365731.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -365735.375000 Penalty: 2456.392822
	Iteration 40F: 3 clusters Score -365735.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -365744.531250 Penalty: 2456.392822
	Iteration 41Q: 3 clusters Score -365744.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -365753.718750 Penalty: 2456.392822
	Iteration 42Q: 3 clusters Score -365753.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -365762.593750 Penalty: 2456.392822
	Iteration 43Q: 3 clusters Score -365762.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -365771.687500 Penalty: 2456.392822
	Iteration 44Q: 3 clusters Score -365771.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -365779.875000 Penalty: 2456.392822
	Iteration 45Q: 3 clusters Score -365779.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -365786.968750 Penalty: 2456.392822
	Iteration 46Q: 3 clusters Score -365787 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -365790.687500 Penalty: 2456.392822
	Iteration 47Q: 3 clusters Score -365790.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -365794.000000 Penalty: 2456.392822
	Iteration 48Q: 3 clusters Score -365794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -365797.250000 Penalty: 2456.392822
	Iteration 49Q: 3 clusters Score -365797.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -365798.906250 Penalty: 2456.392822
	Iteration 50Q: 3 clusters Score -365798.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -365800.062500 Penalty: 2456.392822
	Iteration 51Q: 3 clusters Score -365800.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -365800.906250 Penalty: 2456.392822
	Iteration 52Q: 3 clusters Score -365800.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -365805.218750 Penalty: 2456.392822
	Iteration 53Q: 3 clusters Score -365805.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -365813.312500 Penalty: 2456.392822
	Iteration 54Q: 3 clusters Score -365813.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -365820.125000 Penalty: 2456.392822
	Iteration 55Q: 3 clusters Score -365820.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -365831.000000 Penalty: 2456.392822
	Iteration 56Q: 3 clusters Score -365831 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -365842.593750 Penalty: 2456.392822
	Iteration 57Q: 3 clusters Score -365842.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -365850.187500 Penalty: 2456.392822
	Iteration 58Q: 3 clusters Score -365850.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -365852.468750 Penalty: 2456.392822
	Iteration 59Q: 3 clusters Score -365852.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -365855.125000 Penalty: 2456.392822
	Iteration 60F: 3 clusters Score -365855.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -365857.656250 Penalty: 2456.392822
	Iteration 61Q: 3 clusters Score -365857.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -365857.968750 Penalty: 2456.392822
	Iteration 62Q: 3 clusters Score -365858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -365861.000000 Penalty: 2456.392822
	Iteration 63Q: 3 clusters Score -365861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -365862.125000 Penalty: 2456.392822
	Iteration 64Q: 3 clusters Score -365862.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -365863.468750 Penalty: 2456.392822
	Iteration 65Q: 3 clusters Score -365863.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -365864.312500 Penalty: 2456.392822
	Iteration 66Q: 3 clusters Score -365864.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -365864.687500 Penalty: 2456.392822
	Iteration 67Q: 3 clusters Score -365864.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -365865.531250 Penalty: 2456.392822
	Iteration 68Q: 3 clusters Score -365865.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -365865.593750 Penalty: 2456.392822
	Iteration 69Q: 3 clusters Score -365865.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -365867.375000 Penalty: 2456.392822
	Iteration 70Q: 3 clusters Score -365867.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -365868.093750 Penalty: 2456.392822
	Iteration 71Q: 3 clusters Score -365868.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -365870.937500 Penalty: 2456.392822
	Iteration 72Q: 3 clusters Score -365870.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -365875.218750 Penalty: 2456.392822
	Iteration 73Q: 3 clusters Score -365875.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -365881.250000 Penalty: 2456.392822
	Iteration 74Q: 3 clusters Score -365881.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -365888.781250 Penalty: 2456.392822
	Iteration 75Q: 3 clusters Score -365888.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -365895.406250 Penalty: 2456.392822
	Iteration 76Q: 3 clusters Score -365895.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -365905.875000 Penalty: 2456.392822
	Iteration 77Q: 3 clusters Score -365905.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -365918.468750 Penalty: 2456.392822
	Iteration 78Q: 3 clusters Score -365918.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -365931.156250 Penalty: 2456.392822
	Iteration 79Q: 3 clusters Score -365931.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -365942.812500 Penalty: 2456.392822
	Iteration 80F: 3 clusters Score -365942.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -365946.218750 Penalty: 2456.392822
	Iteration 81Q: 3 clusters Score -365946.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -365951.875000 Penalty: 2456.392822
	Iteration 82Q: 3 clusters Score -365951.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -365954.937500 Penalty: 2456.392822
	Iteration 83Q: 3 clusters Score -365954.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -365958.437500 Penalty: 2456.392822
	Iteration 84Q: 3 clusters Score -365958.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -365962.031250 Penalty: 2456.392822
	Iteration 85Q: 3 clusters Score -365962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -365967.656250 Penalty: 2456.392822
	Iteration 86Q: 3 clusters Score -365967.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -365970.156250 Penalty: 2456.392822
	Iteration 87Q: 3 clusters Score -365970.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -365972.687500 Penalty: 2456.392822
	Iteration 88Q: 3 clusters Score -365972.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -365975.843750 Penalty: 2456.392822
	Iteration 89Q: 3 clusters Score -365975.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -365980.468750 Penalty: 2456.392822
	Iteration 90Q: 3 clusters Score -365980.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -365982.906250 Penalty: 2456.392822
	Iteration 91Q: 3 clusters Score -365982.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -365984.343750 Penalty: 2456.392822
	Iteration 92Q: 3 clusters Score -365984.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -365984.343750 Penalty: 2456.392822
	Iteration 93F: 3 clusters Score -365984.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Entering Unmasked Estep 
Score: -19054.423828 Penalty: 807.232605
	Iteration 0F: 2 clusters Score -19054.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -18502.292969 Penalty: 1614.465210
	Iteration 0F: 3 clusters Score -18502.29 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -18596.712891 Penalty: 1614.465210
	Iteration 1F: 3 clusters Score -18596.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -18629.031250 Penalty: 1614.465210
	Iteration 2Q: 3 clusters Score -18629.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -18650.978516 Penalty: 1614.465210
	Iteration 3Q: 3 clusters Score -18650.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -18653.570312 Penalty: 1614.465210
	Iteration 4Q: 3 clusters Score -18653.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -18653.570312 Penalty: 1614.465210
	Iteration 5F: 3 clusters Score -18653.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Entering Unmasked Estep 
Score: -157074.875000 Penalty: 1099.750854
	Iteration 0F: 2 clusters Score -157074.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -155426.546875 Penalty: 2199.501709
	Iteration 0F: 3 clusters Score -155426.5 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -155804.734375 Penalty: 2199.501709
	Iteration 1F: 3 clusters Score -155804.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -155921.078125 Penalty: 2199.501709
	Iteration 2F: 3 clusters Score -155921.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -155982.234375 Penalty: 2199.501709
	Iteration 3Q: 3 clusters Score -155982.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -156016.421875 Penalty: 2199.501709
	Iteration 4Q: 3 clusters Score -156016.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -156037.015625 Penalty: 2199.501709
	Iteration 5Q: 3 clusters Score -156037 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -156055.718750 Penalty: 2199.501709
	Iteration 6Q: 3 clusters Score -156055.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -156062.234375 Penalty: 2199.501709
	Iteration 7Q: 3 clusters Score -156062.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -156063.171875 Penalty: 2199.501709
	Iteration 8Q: 3 clusters Score -156063.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -156064.765625 Penalty: 2199.501709
	Iteration 9Q: 3 clusters Score -156064.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -156066.890625 Penalty: 2199.501709
	Iteration 10Q: 3 clusters Score -156066.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -156069.562500 Penalty: 2199.501709
	Iteration 11Q: 3 clusters Score -156069.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -156072.000000 Penalty: 2199.501709
	Iteration 12Q: 3 clusters Score -156072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -156073.000000 Penalty: 2199.501709
	Iteration 13Q: 3 clusters Score -156073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -156073.000000 Penalty: 2199.501709
	Iteration 14F: 3 clusters Score -156073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (4387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Entering Unmasked Estep 
Score: -420335.625000 Penalty: 1247.896484
	Iteration 0F: 2 clusters Score -420335.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -417071.156250 Penalty: 2495.792969
	Iteration 0F: 3 clusters Score -417071.2 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -418050.812500 Penalty: 2495.792969
	Iteration 1F: 3 clusters Score -418050.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -418259.468750 Penalty: 2495.792969
	Iteration 2F: 3 clusters Score -418259.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -418399.156250 Penalty: 2495.792969
	Iteration 3F: 3 clusters Score -418399.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -418512.218750 Penalty: 2495.792969
	Iteration 4Q: 3 clusters Score -418512.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -418623.218750 Penalty: 2495.792969
	Iteration 5Q: 3 clusters Score -418623.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -418739.500000 Penalty: 2495.792969
	Iteration 6Q: 3 clusters Score -418739.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -418841.500000 Penalty: 2495.792969
	Iteration 7Q: 3 clusters Score -418841.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -418931.125000 Penalty: 2495.792969
	Iteration 8Q: 3 clusters Score -418931.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -419004.781250 Penalty: 2495.792969
	Iteration 9Q: 3 clusters Score -419004.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -419072.218750 Penalty: 2495.792969
	Iteration 10Q: 3 clusters Score -419072.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -419121.281250 Penalty: 2495.792969
	Iteration 11Q: 3 clusters Score -419121.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -419158.281250 Penalty: 2495.792969
	Iteration 12Q: 3 clusters Score -419158.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -419197.531250 Penalty: 2495.792969
	Iteration 13Q: 3 clusters Score -419197.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -419239.718750 Penalty: 2495.792969
	Iteration 14Q: 3 clusters Score -419239.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -419281.656250 Penalty: 2495.792969
	Iteration 15Q: 3 clusters Score -419281.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -419316.593750 Penalty: 2495.792969
	Iteration 16Q: 3 clusters Score -419316.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -419346.843750 Penalty: 2495.792969
	Iteration 17Q: 3 clusters Score -419346.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -419372.125000 Penalty: 2495.792969
	Iteration 18Q: 3 clusters Score -419372.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -419398.812500 Penalty: 2495.792969
	Iteration 19Q: 3 clusters Score -419398.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -419419.781250 Penalty: 2495.792969
	Iteration 20F: 3 clusters Score -419419.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -419436.562500 Penalty: 2495.792969
	Iteration 21Q: 3 clusters Score -419436.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -419459.562500 Penalty: 2495.792969
	Iteration 22Q: 3 clusters Score -419459.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -419482.937500 Penalty: 2495.792969
	Iteration 23Q: 3 clusters Score -419482.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -419509.187500 Penalty: 2495.792969
	Iteration 24Q: 3 clusters Score -419509.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -419537.218750 Penalty: 2495.792969
	Iteration 25Q: 3 clusters Score -419537.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -419561.000000 Penalty: 2495.792969
	Iteration 26Q: 3 clusters Score -419561 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -419582.968750 Penalty: 2495.792969
	Iteration 27Q: 3 clusters Score -419583 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -419597.062500 Penalty: 2495.792969
	Iteration 28Q: 3 clusters Score -419597.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -419604.875000 Penalty: 2495.792969
	Iteration 29Q: 3 clusters Score -419604.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -419611.343750 Penalty: 2495.792969
	Iteration 30Q: 3 clusters Score -419611.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -419619.375000 Penalty: 2495.792969
	Iteration 31Q: 3 clusters Score -419619.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -419628.531250 Penalty: 2495.792969
	Iteration 32Q: 3 clusters Score -419628.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -419636.343750 Penalty: 2495.792969
	Iteration 33Q: 3 clusters Score -419636.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -419643.656250 Penalty: 2495.792969
	Iteration 34Q: 3 clusters Score -419643.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -419645.687500 Penalty: 2495.792969
	Iteration 35Q: 3 clusters Score -419645.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -419646.781250 Penalty: 2495.792969
	Iteration 36Q: 3 clusters Score -419646.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -419647.312500 Penalty: 2495.792969
	Iteration 37Q: 3 clusters Score -419647.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -419649.343750 Penalty: 2495.792969
	Iteration 38Q: 3 clusters Score -419649.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -419651.687500 Penalty: 2495.792969
	Iteration 39Q: 3 clusters Score -419651.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -419652.062500 Penalty: 2495.792969
	Iteration 40F: 3 clusters Score -419652.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -419653.625000 Penalty: 2495.792969
	Iteration 41Q: 3 clusters Score -419653.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -419654.875000 Penalty: 2495.792969
	Iteration 42Q: 3 clusters Score -419654.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -419657.500000 Penalty: 2495.792969
	Iteration 43Q: 3 clusters Score -419657.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -419659.562500 Penalty: 2495.792969
	Iteration 44Q: 3 clusters Score -419659.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -419659.656250 Penalty: 2495.792969
	Iteration 45Q: 3 clusters Score -419659.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -419661.156250 Penalty: 2495.792969
	Iteration 46Q: 3 clusters Score -419661.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -419661.156250 Penalty: 2495.792969
	Iteration 47F: 3 clusters Score -419661.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Entering Unmasked Estep 
Score: -328209.781250 Penalty: 1215.639404
	Iteration 0F: 2 clusters Score -328209.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -325424.000000 Penalty: 2431.278809
	Iteration 0F: 3 clusters Score -325424 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -326204.562500 Penalty: 2431.278809
	Iteration 1F: 3 clusters Score -326204.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -326379.218750 Penalty: 2431.278809
	Iteration 2F: 3 clusters Score -326379.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -326501.937500 Penalty: 2431.278809
	Iteration 3F: 3 clusters Score -326501.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -326596.312500 Penalty: 2431.278809
	Iteration 4Q: 3 clusters Score -326596.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -326679.968750 Penalty: 2431.278809
	Iteration 5Q: 3 clusters Score -326680 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -326745.687500 Penalty: 2431.278809
	Iteration 6Q: 3 clusters Score -326745.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -326793.531250 Penalty: 2431.278809
	Iteration 7Q: 3 clusters Score -326793.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -326837.375000 Penalty: 2431.278809
	Iteration 8Q: 3 clusters Score -326837.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -326871.156250 Penalty: 2431.278809
	Iteration 9Q: 3 clusters Score -326871.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -326895.375000 Penalty: 2431.278809
	Iteration 10Q: 3 clusters Score -326895.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -326915.281250 Penalty: 2431.278809
	Iteration 11Q: 3 clusters Score -326915.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -326932.687500 Penalty: 2431.278809
	Iteration 12Q: 3 clusters Score -326932.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -326952.343750 Penalty: 2431.278809
	Iteration 13Q: 3 clusters Score -326952.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -326971.343750 Penalty: 2431.278809
	Iteration 14Q: 3 clusters Score -326971.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -326989.531250 Penalty: 2431.278809
	Iteration 15Q: 3 clusters Score -326989.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -327002.718750 Penalty: 2431.278809
	Iteration 16Q: 3 clusters Score -327002.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -327013.218750 Penalty: 2431.278809
	Iteration 17Q: 3 clusters Score -327013.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -327022.000000 Penalty: 2431.278809
	Iteration 18Q: 3 clusters Score -327022 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -327029.937500 Penalty: 2431.278809
	Iteration 19Q: 3 clusters Score -327029.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -327037.375000 Penalty: 2431.278809
	Iteration 20F: 3 clusters Score -327037.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -327046.812500 Penalty: 2431.278809
	Iteration 21Q: 3 clusters Score -327046.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -327052.125000 Penalty: 2431.278809
	Iteration 22Q: 3 clusters Score -327052.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -327057.718750 Penalty: 2431.278809
	Iteration 23Q: 3 clusters Score -327057.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -327063.781250 Penalty: 2431.278809
	Iteration 24Q: 3 clusters Score -327063.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -327068.218750 Penalty: 2431.278809
	Iteration 25Q: 3 clusters Score -327068.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -327070.312500 Penalty: 2431.278809
	Iteration 26Q: 3 clusters Score -327070.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -327071.875000 Penalty: 2431.278809
	Iteration 27Q: 3 clusters Score -327071.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -327075.031250 Penalty: 2431.278809
	Iteration 28Q: 3 clusters Score -327075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -327075.375000 Penalty: 2431.278809
	Iteration 29Q: 3 clusters Score -327075.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -327075.031250 Penalty: 2431.278809
	Iteration 30Q: 3 clusters Score -327075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -327076.625000 Penalty: 2431.278809
	Iteration 31Q: 3 clusters Score -327076.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -327078.156250 Penalty: 2431.278809
	Iteration 32Q: 3 clusters Score -327078.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -327080.625000 Penalty: 2431.278809
	Iteration 33Q: 3 clusters Score -327080.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -327083.593750 Penalty: 2431.278809
	Iteration 34Q: 3 clusters Score -327083.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -327085.687500 Penalty: 2431.278809
	Iteration 35Q: 3 clusters Score -327085.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -327087.375000 Penalty: 2431.278809
	Iteration 36Q: 3 clusters Score -327087.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -327088.218750 Penalty: 2431.278809
	Iteration 37Q: 3 clusters Score -327088.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -327090.468750 Penalty: 2431.278809
	Iteration 38Q: 3 clusters Score -327090.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -327091.531250 Penalty: 2431.278809
	Iteration 39Q: 3 clusters Score -327091.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -327094.125000 Penalty: 2431.278809
	Iteration 40F: 3 clusters Score -327094.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -327098.156250 Penalty: 2431.278809
	Iteration 41Q: 3 clusters Score -327098.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -327101.750000 Penalty: 2431.278809
	Iteration 42Q: 3 clusters Score -327101.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -327106.843750 Penalty: 2431.278809
	Iteration 43Q: 3 clusters Score -327106.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -327114.468750 Penalty: 2431.278809
	Iteration 44Q: 3 clusters Score -327114.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -327125.750000 Penalty: 2431.278809
	Iteration 45Q: 3 clusters Score -327125.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -327139.187500 Penalty: 2431.278809
	Iteration 46Q: 3 clusters Score -327139.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -327155.125000 Penalty: 2431.278809
	Iteration 47Q: 3 clusters Score -327155.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -327167.468750 Penalty: 2431.278809
	Iteration 48Q: 3 clusters Score -327167.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -327176.281250 Penalty: 2431.278809
	Iteration 49Q: 3 clusters Score -327176.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -327181.125000 Penalty: 2431.278809
	Iteration 50Q: 3 clusters Score -327181.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -327186.593750 Penalty: 2431.278809
	Iteration 51Q: 3 clusters Score -327186.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -327192.125000 Penalty: 2431.278809
	Iteration 52Q: 3 clusters Score -327192.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -327197.218750 Penalty: 2431.278809
	Iteration 53Q: 3 clusters Score -327197.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -327199.812500 Penalty: 2431.278809
	Iteration 54Q: 3 clusters Score -327199.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -327203.562500 Penalty: 2431.278809
	Iteration 55Q: 3 clusters Score -327203.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -327207.562500 Penalty: 2431.278809
	Iteration 56Q: 3 clusters Score -327207.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -327211.687500 Penalty: 2431.278809
	Iteration 57Q: 3 clusters Score -327211.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -327212.875000 Penalty: 2431.278809
	Iteration 58Q: 3 clusters Score -327212.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -327214.875000 Penalty: 2431.278809
	Iteration 59Q: 3 clusters Score -327214.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -327216.281250 Penalty: 2431.278809
	Iteration 60F: 3 clusters Score -327216.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -327217.937500 Penalty: 2431.278809
	Iteration 61Q: 3 clusters Score -327217.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -327218.125000 Penalty: 2431.278809
	Iteration 62Q: 3 clusters Score -327218.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -327217.875000 Penalty: 2431.278809
	Iteration 63Q: 3 clusters Score -327217.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -327219.062500 Penalty: 2431.278809
	Iteration 64Q: 3 clusters Score -327219.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -327220.437500 Penalty: 2431.278809
	Iteration 65Q: 3 clusters Score -327220.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -327221.343750 Penalty: 2431.278809
	Iteration 66Q: 3 clusters Score -327221.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -327222.031250 Penalty: 2431.278809
	Iteration 67Q: 3 clusters Score -327222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -327222.718750 Penalty: 2431.278809
	Iteration 68Q: 3 clusters Score -327222.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -327223.093750 Penalty: 2431.278809
	Iteration 69Q: 3 clusters Score -327223.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -327223.000000 Penalty: 2431.278809
	Iteration 70Q: 3 clusters Score -327223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -327224.718750 Penalty: 2431.278809
	Iteration 71Q: 3 clusters Score -327224.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -327225.437500 Penalty: 2431.278809
	Iteration 72Q: 3 clusters Score -327225.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -327225.812500 Penalty: 2431.278809
	Iteration 73Q: 3 clusters Score -327225.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -327225.812500 Penalty: 2431.278809
	Iteration 74F: 3 clusters Score -327225.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (34541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34541 members 
Entering Unmasked Estep 
Score: -3592824.500000 Penalty: 1554.945557
	Iteration 0F: 2 clusters Score -3592824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -3570361.000000 Penalty: 3109.891113
	Iteration 0F: 3 clusters Score -3570361 nChanged 15659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -3578792.000000 Penalty: 3109.891113
	Iteration 1F: 3 clusters Score -3578792 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -3579212.750000 Penalty: 3109.891113
	Iteration 2Q: 3 clusters Score -3579213 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -3579595.000000 Penalty: 3109.891113
	Iteration 3Q: 3 clusters Score -3579595 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -3580027.000000 Penalty: 3109.891113
	Iteration 4Q: 3 clusters Score -3580027 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -3580546.500000 Penalty: 3109.891113
	Iteration 5Q: 3 clusters Score -3580546 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -3581172.000000 Penalty: 3109.891113
	Iteration 6Q: 3 clusters Score -3581172 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -3581936.750000 Penalty: 3109.891113
	Iteration 7Q: 3 clusters Score -3581937 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -3582904.250000 Penalty: 3109.891113
	Iteration 8F: 3 clusters Score -3582904 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -3583955.750000 Penalty: 3109.891113
	Iteration 9F: 3 clusters Score -3583956 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -3585049.750000 Penalty: 3109.891113
	Iteration 10F: 3 clusters Score -3585050 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -3586208.500000 Penalty: 3109.891113
	Iteration 11Q: 3 clusters Score -3586208 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -3587308.250000 Penalty: 3109.891113
	Iteration 12Q: 3 clusters Score -3587308 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -3588248.250000 Penalty: 3109.891113
	Iteration 13Q: 3 clusters Score -3588248 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -3588822.000000 Penalty: 3109.891113
	Iteration 14Q: 3 clusters Score -3588822 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -3589141.250000 Penalty: 3109.891113
	Iteration 15Q: 3 clusters Score -3589141 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22302 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -3589307.500000 Penalty: 3109.891113
	Iteration 16Q: 3 clusters Score -3589308 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -3589442.750000 Penalty: 3109.891113
	Iteration 17Q: 3 clusters Score -3589443 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22412 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -3589544.750000 Penalty: 3109.891113
	Iteration 18Q: 3 clusters Score -3589545 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -3589623.250000 Penalty: 3109.891113
	Iteration 19Q: 3 clusters Score -3589623 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22593 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -3589695.250000 Penalty: 3109.891113
	Iteration 20F: 3 clusters Score -3589695 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -3589762.750000 Penalty: 3109.891113
	Iteration 21Q: 3 clusters Score -3589763 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22807 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -3589821.250000 Penalty: 3109.891113
	Iteration 22Q: 3 clusters Score -3589821 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -3589882.250000 Penalty: 3109.891113
	Iteration 23Q: 3 clusters Score -3589882 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -3589924.250000 Penalty: 3109.891113
	Iteration 24Q: 3 clusters Score -3589924 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -3589974.750000 Penalty: 3109.891113
	Iteration 25Q: 3 clusters Score -3589975 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -3590009.250000 Penalty: 3109.891113
	Iteration 26Q: 3 clusters Score -3590009 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -3590067.500000 Penalty: 3109.891113
	Iteration 27Q: 3 clusters Score -3590068 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -3590096.000000 Penalty: 3109.891113
	Iteration 28Q: 3 clusters Score -3590096 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -3590154.250000 Penalty: 3109.891113
	Iteration 29Q: 3 clusters Score -3590154 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -3590174.250000 Penalty: 3109.891113
	Iteration 30Q: 3 clusters Score -3590174 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23983 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -3590201.500000 Penalty: 3109.891113
	Iteration 31Q: 3 clusters Score -3590202 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -3590247.500000 Penalty: 3109.891113
	Iteration 32Q: 3 clusters Score -3590248 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -3590267.000000 Penalty: 3109.891113
	Iteration 33Q: 3 clusters Score -3590267 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24332 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -3590290.500000 Penalty: 3109.891113
	Iteration 34Q: 3 clusters Score -3590290 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24429 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -3590311.000000 Penalty: 3109.891113
	Iteration 35Q: 3 clusters Score -3590311 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24511 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -3590322.250000 Penalty: 3109.891113
	Iteration 36Q: 3 clusters Score -3590322 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -3590342.750000 Penalty: 3109.891113
	Iteration 37Q: 3 clusters Score -3590343 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -3590344.500000 Penalty: 3109.891113
	Iteration 38Q: 3 clusters Score -3590344 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24729 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -3590365.250000 Penalty: 3109.891113
	Iteration 39Q: 3 clusters Score -3590365 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -3590370.000000 Penalty: 3109.891113
	Iteration 40F: 3 clusters Score -3590370 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -3590371.500000 Penalty: 3109.891113
	Iteration 41Q: 3 clusters Score -3590372 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -3590385.750000 Penalty: 3109.891113
	Iteration 42Q: 3 clusters Score -3590386 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3590390 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3590395 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25134 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -3590395.250000 Penalty: 3109.891113
	Iteration 45Q: 3 clusters Score -3590395 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25202 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -3590397.750000 Penalty: 3109.891113
	Iteration 46Q: 3 clusters Score -3590398 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25266 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3590408 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25324 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -3590416.250000 Penalty: 3109.891113
	Iteration 48Q: 3 clusters Score -3590416 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25385 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -3590422.250000 Penalty: 3109.891113
	Iteration 49Q: 3 clusters Score -3590422 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25447 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -3590426.000000 Penalty: 3109.891113
	Iteration 50Q: 3 clusters Score -3590426 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25483 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -3590429.250000 Penalty: 3109.891113
	Iteration 51Q: 3 clusters Score -3590429 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -3590431.250000 Penalty: 3109.891113
	Iteration 52Q: 3 clusters Score -3590431 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25530 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -3590432.000000 Penalty: 3109.891113
	Iteration 53Q: 3 clusters Score -3590432 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3590430 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3590435 nChanged 20
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Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3590430 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25620 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3590443 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25645 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -3590445.500000 Penalty: 3109.891113
	Iteration 58Q: 3 clusters Score -3590446 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -3590436.500000 Penalty: 3109.891113
	Iteration 59Q: 3 clusters Score -3590436 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -3590427 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25726 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3590436 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25752 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3590437 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3590449 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3590459 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25819 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3590461 nChanged 13
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Mstep: Class 1 contains 25832 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3590459 nChanged 16
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Mstep: Class 1 contains 25848 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3590460 nChanged 25
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Mstep: Class 1 contains 25869 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3590467 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -3590462.250000 Penalty: 3109.891113
	Iteration 69Q: 3 clusters Score -3590462 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25912 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3590462 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25933 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3590468 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25956 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3590475 nChanged 29
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Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3590469 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3590473 nChanged 19
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Mstep: Class 1 contains 26024 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3590481 nChanged 20
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Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3590481 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26068 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3590488 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26091 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3590489 nChanged 31
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Mstep: Class 1 contains 26122 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3590491 nChanged 30
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26152 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3590485 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3590487 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26206 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3590487 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3590490 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26244 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3590498 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26268 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3590496 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26283 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3590503 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26297 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3590499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26303 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3590499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26308 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3590504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3590498 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26322 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3590496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26331 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3590500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26346 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -3590511.250000 Penalty: 3109.891113
	Iteration 93Q: 3 clusters Score -3590511 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26361 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3590512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3590506 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3590499 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -3590495.500000 Penalty: 3109.891113
	Iteration 97Q: 3 clusters Score -3590496 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26426 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3590499 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26439 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3590498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26454 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -3590509.500000 Penalty: 3109.891113
	Iteration 100F: 3 clusters Score -3590510 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26473 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -3590503.500000 Penalty: 3109.891113
	Iteration 101Q: 3 clusters Score -3590504 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26496 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -3590508.250000 Penalty: 3109.891113
	Iteration 102Q: 3 clusters Score -3590508 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26520 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3590506 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3590506 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26569 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3590510 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3590506 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26614 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3590512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26629 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -3590519.750000 Penalty: 3109.891113
	Iteration 108Q: 3 clusters Score -3590520 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26643 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -3590527.000000 Penalty: 3109.891113
	Iteration 109Q: 3 clusters Score -3590527 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26653 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -3590523.500000 Penalty: 3109.891113
	Iteration 110Q: 3 clusters Score -3590524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26659 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3590524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26667 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -3590532.500000 Penalty: 3109.891113
	Iteration 112Q: 3 clusters Score -3590532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -3590531.750000 Penalty: 3109.891113
	Iteration 113Q: 3 clusters Score -3590532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -3590537.000000 Penalty: 3109.891113
	Iteration 114Q: 3 clusters Score -3590537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26680 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -3590536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26683 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3590536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26687 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -3590529.750000 Penalty: 3109.891113
	Iteration 117Q: 3 clusters Score -3590530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -3590540.000000 Penalty: 3109.891113
	Iteration 118Q: 3 clusters Score -3590540 nChanged 5
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Mstep: Class 1 contains 26700 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -3590541 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26704 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -3590540 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26706 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -3590538.250000 Penalty: 3109.891113
	Iteration 121Q: 3 clusters Score -3590538 nChanged 4
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Mstep: Class 1 contains 26710 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -3590541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26718 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -3590533.750000 Penalty: 3109.891113
	Iteration 123Q: 3 clusters Score -3590534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26727 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -3590528.500000 Penalty: 3109.891113
	Iteration 124Q: 3 clusters Score -3590528 nChanged 10
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Mstep: Class 1 contains 26737 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -3590536 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -3590536 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26762 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -3590529 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26770 members 
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -3590534 nChanged 9
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Mstep: Class 1 contains 26779 members 
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3590541 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26784 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -3590539 nChanged 5
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Mstep: Class 1 contains 26789 members 
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	Iteration 131Q: 3 clusters Score -3590540 nChanged 6
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Mstep: Class 1 contains 26793 members 
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -3590536 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26807 members 
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Entering Unmasked Estep 
Score: -3590530.750000 Penalty: 3109.891113
	Iteration 133Q: 3 clusters Score -3590531 nChanged 4
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Mstep: Class 1 contains 26811 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -3590534.250000 Penalty: 3109.891113
	Iteration 134Q: 3 clusters Score -3590534 nChanged 4
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Entering Unmasked Estep 
Score: -3590535.250000 Penalty: 3109.891113
	Iteration 135Q: 3 clusters Score -3590535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26823 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -3590538.250000 Penalty: 3109.891113
	Iteration 136Q: 3 clusters Score -3590538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26831 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -3590537.500000 Penalty: 3109.891113
	Iteration 137Q: 3 clusters Score -3590538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26839 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -3590536.500000 Penalty: 3109.891113
	Iteration 138Q: 3 clusters Score -3590536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26843 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -3590538.500000 Penalty: 3109.891113
	Iteration 139Q: 3 clusters Score -3590538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26847 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -3590539.250000 Penalty: 3109.891113
	Iteration 140F: 3 clusters Score -3590539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26854 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -3590541.250000 Penalty: 3109.891113
	Iteration 141Q: 3 clusters Score -3590541 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26870 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -3590534.250000 Penalty: 3109.891113
	Iteration 142Q: 3 clusters Score -3590534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26886 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -3590536.000000 Penalty: 3109.891113
	Iteration 143Q: 3 clusters Score -3590536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -3590533.000000 Penalty: 3109.891113
	Iteration 144Q: 3 clusters Score -3590533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26901 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -3590539.000000 Penalty: 3109.891113
	Iteration 145Q: 3 clusters Score -3590539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -3590541.250000 Penalty: 3109.891113
	Iteration 146Q: 3 clusters Score -3590541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26911 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -3590541.000000 Penalty: 3109.891113
	Iteration 147Q: 3 clusters Score -3590541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26914 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -3590541.250000 Penalty: 3109.891113
	Iteration 148Q: 3 clusters Score -3590541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26917 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -3590540.250000 Penalty: 3109.891113
	Iteration 149Q: 3 clusters Score -3590540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -3590539.500000 Penalty: 3109.891113
	Iteration 150Q: 3 clusters Score -3590540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26926 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -3590542.000000 Penalty: 3109.891113
	Iteration 151Q: 3 clusters Score -3590542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -3590539.750000 Penalty: 3109.891113
	Iteration 152Q: 3 clusters Score -3590540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26934 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -3590537.500000 Penalty: 3109.891113
	Iteration 153Q: 3 clusters Score -3590538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -3590536.750000 Penalty: 3109.891113
	Iteration 154Q: 3 clusters Score -3590537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26943 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -3590538.500000 Penalty: 3109.891113
	Iteration 155Q: 3 clusters Score -3590538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26950 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -3590543.000000 Penalty: 3109.891113
	Iteration 156Q: 3 clusters Score -3590543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26956 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -3590540.500000 Penalty: 3109.891113
	Iteration 157Q: 3 clusters Score -3590540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26962 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -3590544.000000 Penalty: 3109.891113
	Iteration 158Q: 3 clusters Score -3590544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -3590543.750000 Penalty: 3109.891113
	Iteration 159Q: 3 clusters Score -3590544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26973 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -3590541.000000 Penalty: 3109.891113
	Iteration 160F: 3 clusters Score -3590541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26977 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -3590543.500000 Penalty: 3109.891113
	Iteration 161Q: 3 clusters Score -3590544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26983 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -3590547.500000 Penalty: 3109.891113
	Iteration 162Q: 3 clusters Score -3590548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26989 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -3590549.250000 Penalty: 3109.891113
	Iteration 163Q: 3 clusters Score -3590549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26996 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -3590549.000000 Penalty: 3109.891113
	Iteration 164Q: 3 clusters Score -3590549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27005 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -3590547.000000 Penalty: 3109.891113
	Iteration 165Q: 3 clusters Score -3590547 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27016 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -3590543.250000 Penalty: 3109.891113
	Iteration 166Q: 3 clusters Score -3590543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27021 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -3590544.000000 Penalty: 3109.891113
	Iteration 167Q: 3 clusters Score -3590544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27028 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -3590543.750000 Penalty: 3109.891113
	Iteration 168Q: 3 clusters Score -3590544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27040 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -3590544.250000 Penalty: 3109.891113
	Iteration 169Q: 3 clusters Score -3590544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27050 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -3590540.500000 Penalty: 3109.891113
	Iteration 170Q: 3 clusters Score -3590540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -3590538.750000 Penalty: 3109.891113
	Iteration 171Q: 3 clusters Score -3590539 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -3590541.750000 Penalty: 3109.891113
	Iteration 172Q: 3 clusters Score -3590542 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27095 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -3590546.750000 Penalty: 3109.891113
	Iteration 173Q: 3 clusters Score -3590547 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -3590548.250000 Penalty: 3109.891113
	Iteration 174Q: 3 clusters Score -3590548 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27144 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -3590552.750000 Penalty: 3109.891113
	Iteration 175Q: 3 clusters Score -3590553 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -3590548.250000 Penalty: 3109.891113
	Iteration 176Q: 3 clusters Score -3590548 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27182 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -3590553.750000 Penalty: 3109.891113
	Iteration 177Q: 3 clusters Score -3590554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27192 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -3590558.000000 Penalty: 3109.891113
	Iteration 178Q: 3 clusters Score -3590558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27205 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -3590565.250000 Penalty: 3109.891113
	Iteration 179Q: 3 clusters Score -3590565 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -3590568.000000 Penalty: 3109.891113
	Iteration 180F: 3 clusters Score -3590568 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27234 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -3590573.750000 Penalty: 3109.891113
	Iteration 181Q: 3 clusters Score -3590574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27244 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -3590575.000000 Penalty: 3109.891113
	Iteration 182Q: 3 clusters Score -3590575 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27257 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -3590576.250000 Penalty: 3109.891113
	Iteration 183Q: 3 clusters Score -3590576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27275 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -3590574.750000 Penalty: 3109.891113
	Iteration 184Q: 3 clusters Score -3590575 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27294 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -3590574.500000 Penalty: 3109.891113
	Iteration 185Q: 3 clusters Score -3590574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -3590574.250000 Penalty: 3109.891113
	Iteration 186Q: 3 clusters Score -3590574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27320 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -3590574.250000 Penalty: 3109.891113
	Iteration 187Q: 3 clusters Score -3590574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27328 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -3590572.000000 Penalty: 3109.891113
	Iteration 188Q: 3 clusters Score -3590572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27332 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -3590572.000000 Penalty: 3109.891113
	Iteration 189Q: 3 clusters Score -3590572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27335 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -3590573.250000 Penalty: 3109.891113
	Iteration 190Q: 3 clusters Score -3590573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27338 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -3590578.500000 Penalty: 3109.891113
	Iteration 191Q: 3 clusters Score -3590578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27342 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -3590576.000000 Penalty: 3109.891113
	Iteration 192Q: 3 clusters Score -3590576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27343 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -3590578.500000 Penalty: 3109.891113
	Iteration 193Q: 3 clusters Score -3590578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27345 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -3590578.500000 Penalty: 3109.891113
	Iteration 194Q: 3 clusters Score -3590578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27347 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -3590578.000000 Penalty: 3109.891113
	Iteration 195Q: 3 clusters Score -3590578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27348 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -3590579.250000 Penalty: 3109.891113
	Iteration 196Q: 3 clusters Score -3590579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27348 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -3590579.250000 Penalty: 3109.891113
	Iteration 197F: 3 clusters Score -3590579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (17987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Entering Unmasked Estep 
Score: -1887733.500000 Penalty: 1457.853760
	Iteration 0F: 2 clusters Score -1887734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1875983.125000 Penalty: 2915.707520
	Iteration 0F: 3 clusters Score -1875983 nChanged 7826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1880199.125000 Penalty: 2915.707520
	Iteration 1F: 3 clusters Score -1880199 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1880639.500000 Penalty: 2915.707520
	Iteration 2F: 3 clusters Score -1880640 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1881038.375000 Penalty: 2915.707520
	Iteration 3F: 3 clusters Score -1881038 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1881453.125000 Penalty: 2915.707520
	Iteration 4Q: 3 clusters Score -1881453 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1881880.875000 Penalty: 2915.707520
	Iteration 5Q: 3 clusters Score -1881881 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -1882373.500000 Penalty: 2915.707520
	Iteration 6Q: 3 clusters Score -1882374 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -1882949.500000 Penalty: 2915.707520
	Iteration 7F: 3 clusters Score -1882950 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -1883564.625000 Penalty: 2915.707520
	Iteration 8F: 3 clusters Score -1883565 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -1884146.125000 Penalty: 2915.707520
	Iteration 9F: 3 clusters Score -1884146 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -1884618.375000 Penalty: 2915.707520
	Iteration 10Q: 3 clusters Score -1884618 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -1885043.375000 Penalty: 2915.707520
	Iteration 11Q: 3 clusters Score -1885043 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -1885348.875000 Penalty: 2915.707520
	Iteration 12Q: 3 clusters Score -1885349 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -1885586.125000 Penalty: 2915.707520
	Iteration 13Q: 3 clusters Score -1885586 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -1885801.875000 Penalty: 2915.707520
	Iteration 14Q: 3 clusters Score -1885802 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -1885963.875000 Penalty: 2915.707520
	Iteration 15Q: 3 clusters Score -1885964 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -1886106.875000 Penalty: 2915.707520
	Iteration 16Q: 3 clusters Score -1886107 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -1886206.750000 Penalty: 2915.707520
	Iteration 17Q: 3 clusters Score -1886207 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -1886303.000000 Penalty: 2915.707520
	Iteration 18Q: 3 clusters Score -1886303 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -1886370.250000 Penalty: 2915.707520
	Iteration 19Q: 3 clusters Score -1886370 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -1886413.375000 Penalty: 2915.707520
	Iteration 20F: 3 clusters Score -1886413 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -1886455.000000 Penalty: 2915.707520
	Iteration 21Q: 3 clusters Score -1886455 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -1886488.875000 Penalty: 2915.707520
	Iteration 22Q: 3 clusters Score -1886489 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -1886529.000000 Penalty: 2915.707520
	Iteration 23Q: 3 clusters Score -1886529 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -1886552.875000 Penalty: 2915.707520
	Iteration 24Q: 3 clusters Score -1886553 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -1886572.500000 Penalty: 2915.707520
	Iteration 25Q: 3 clusters Score -1886572 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -1886590.750000 Penalty: 2915.707520
	Iteration 26Q: 3 clusters Score -1886591 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -1886610.500000 Penalty: 2915.707520
	Iteration 27Q: 3 clusters Score -1886610 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -1886629.750000 Penalty: 2915.707520
	Iteration 28Q: 3 clusters Score -1886630 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -1886634.250000 Penalty: 2915.707520
	Iteration 29Q: 3 clusters Score -1886634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -1886642.000000 Penalty: 2915.707520
	Iteration 30Q: 3 clusters Score -1886642 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -1886654.375000 Penalty: 2915.707520
	Iteration 31Q: 3 clusters Score -1886654 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -1886663.000000 Penalty: 2915.707520
	Iteration 32Q: 3 clusters Score -1886663 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -1886671.375000 Penalty: 2915.707520
	Iteration 33Q: 3 clusters Score -1886671 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -1886673.250000 Penalty: 2915.707520
	Iteration 34Q: 3 clusters Score -1886673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -1886677.000000 Penalty: 2915.707520
	Iteration 35Q: 3 clusters Score -1886677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -1886678.000000 Penalty: 2915.707520
	Iteration 36Q: 3 clusters Score -1886678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -1886678.750000 Penalty: 2915.707520
	Iteration 37Q: 3 clusters Score -1886679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -1886680.500000 Penalty: 2915.707520
	Iteration 38Q: 3 clusters Score -1886680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -1886680.500000 Penalty: 2915.707520
	Iteration 39F: 3 clusters Score -1886680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (15615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Entering Unmasked Estep 
Score: -1632854.875000 Penalty: 1436.811035
	Iteration 0F: 2 clusters Score -1632855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1622441.250000 Penalty: 2873.622070
	Iteration 0F: 3 clusters Score -1622441 nChanged 6812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1625970.250000 Penalty: 2873.622070
	Iteration 1F: 3 clusters Score -1625970 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1626322.375000 Penalty: 2873.622070
	Iteration 2F: 3 clusters Score -1626322 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1626567.750000 Penalty: 2873.622070
	Iteration 3Q: 3 clusters Score -1626568 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1626732.625000 Penalty: 2873.622070
	Iteration 4Q: 3 clusters Score -1626733 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1626869.000000 Penalty: 2873.622070
	Iteration 5Q: 3 clusters Score -1626869 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1626988.875000 Penalty: 2873.622070
	Iteration 6Q: 3 clusters Score -1626989 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1627095.625000 Penalty: 2873.622070
	Iteration 7Q: 3 clusters Score -1627096 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1627197.750000 Penalty: 2873.622070
	Iteration 8Q: 3 clusters Score -1627198 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1627320.750000 Penalty: 2873.622070
	Iteration 9Q: 3 clusters Score -1627321 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1627450.500000 Penalty: 2873.622070
	Iteration 10Q: 3 clusters Score -1627450 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1627618.250000 Penalty: 2873.622070
	Iteration 11Q: 3 clusters Score -1627618 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1627816.500000 Penalty: 2873.622070
	Iteration 12Q: 3 clusters Score -1627816 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1628101.875000 Penalty: 2873.622070
	Iteration 13Q: 3 clusters Score -1628102 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1628474.000000 Penalty: 2873.622070
	Iteration 14Q: 3 clusters Score -1628474 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1628928.125000 Penalty: 2873.622070
	Iteration 15Q: 3 clusters Score -1628928 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1629468.750000 Penalty: 2873.622070
	Iteration 16Q: 3 clusters Score -1629469 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1630044.875000 Penalty: 2873.622070
	Iteration 17Q: 3 clusters Score -1630045 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1630517.375000 Penalty: 2873.622070
	Iteration 18Q: 3 clusters Score -1630517 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1630880.375000 Penalty: 2873.622070
	Iteration 19Q: 3 clusters Score -1630880 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1631166.625000 Penalty: 2873.622070
	Iteration 20F: 3 clusters Score -1631167 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1631361.625000 Penalty: 2873.622070
	Iteration 21Q: 3 clusters Score -1631362 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1631491.000000 Penalty: 2873.622070
	Iteration 22Q: 3 clusters Score -1631491 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1631588.125000 Penalty: 2873.622070
	Iteration 23Q: 3 clusters Score -1631588 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1631656.750000 Penalty: 2873.622070
	Iteration 24Q: 3 clusters Score -1631657 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1631706.125000 Penalty: 2873.622070
	Iteration 25Q: 3 clusters Score -1631706 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1631740.125000 Penalty: 2873.622070
	Iteration 26Q: 3 clusters Score -1631740 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1631756.375000 Penalty: 2873.622070
	Iteration 27Q: 3 clusters Score -1631756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1631765.625000 Penalty: 2873.622070
	Iteration 28Q: 3 clusters Score -1631766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1631778.250000 Penalty: 2873.622070
	Iteration 29Q: 3 clusters Score -1631778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1631784.500000 Penalty: 2873.622070
	Iteration 30Q: 3 clusters Score -1631784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1631789.750000 Penalty: 2873.622070
	Iteration 31Q: 3 clusters Score -1631790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1631792.875000 Penalty: 2873.622070
	Iteration 32Q: 3 clusters Score -1631793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1631794.000000 Penalty: 2873.622070
	Iteration 33Q: 3 clusters Score -1631794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1631796.625000 Penalty: 2873.622070
	Iteration 34Q: 3 clusters Score -1631797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1631798.500000 Penalty: 2873.622070
	Iteration 35Q: 3 clusters Score -1631798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1631800.125000 Penalty: 2873.622070
	Iteration 36Q: 3 clusters Score -1631800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1631801.375000 Penalty: 2873.622070
	Iteration 37Q: 3 clusters Score -1631801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1631803.250000 Penalty: 2873.622070
	Iteration 38Q: 3 clusters Score -1631803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1631803.625000 Penalty: 2873.622070
	Iteration 39Q: 3 clusters Score -1631804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1631806.500000 Penalty: 2873.622070
	Iteration 40F: 3 clusters Score -1631806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (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: -301021.093750 Penalty: 1186.456787
	Iteration 0F: 2 clusters Score -301021.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -298612.718750 Penalty: 2372.913574
	Iteration 0F: 3 clusters Score -298612.7 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -299286.687500 Penalty: 2372.913574
	Iteration 1F: 3 clusters Score -299286.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -299488.968750 Penalty: 2372.913574
	Iteration 2F: 3 clusters Score -299489 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -299576.937500 Penalty: 2372.913574
	Iteration 3Q: 3 clusters Score -299576.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -299627.875000 Penalty: 2372.913574
	Iteration 4Q: 3 clusters Score -299627.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -299665.062500 Penalty: 2372.913574
	Iteration 5Q: 3 clusters Score -299665.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -299696.406250 Penalty: 2372.913574
	Iteration 6Q: 3 clusters Score -299696.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -299715.437500 Penalty: 2372.913574
	Iteration 7Q: 3 clusters Score -299715.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -299727.281250 Penalty: 2372.913574
	Iteration 8Q: 3 clusters Score -299727.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -299736.218750 Penalty: 2372.913574
	Iteration 9Q: 3 clusters Score -299736.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -299746.750000 Penalty: 2372.913574
	Iteration 10Q: 3 clusters Score -299746.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -299754.406250 Penalty: 2372.913574
	Iteration 11Q: 3 clusters Score -299754.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -299763.937500 Penalty: 2372.913574
	Iteration 12Q: 3 clusters Score -299763.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -299773.437500 Penalty: 2372.913574
	Iteration 13Q: 3 clusters Score -299773.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -299783.125000 Penalty: 2372.913574
	Iteration 14Q: 3 clusters Score -299783.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -299789.937500 Penalty: 2372.913574
	Iteration 15Q: 3 clusters Score -299789.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -299797.562500 Penalty: 2372.913574
	Iteration 16Q: 3 clusters Score -299797.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -299800.875000 Penalty: 2372.913574
	Iteration 17Q: 3 clusters Score -299800.9 nChanged 5
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: -299802.968750 Penalty: 2372.913574
	Iteration 18Q: 3 clusters Score -299803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -299803.937500 Penalty: 2372.913574
	Iteration 19Q: 3 clusters Score -299803.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -299806.187500 Penalty: 2372.913574
	Iteration 20F: 3 clusters Score -299806.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -299807.937500 Penalty: 2372.913574
	Iteration 21Q: 3 clusters Score -299807.9 nChanged 4
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: -299809.000000 Penalty: 2372.913574
	Iteration 22Q: 3 clusters Score -299809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -299810.906250 Penalty: 2372.913574
	Iteration 23Q: 3 clusters Score -299810.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -299812.406250 Penalty: 2372.913574
	Iteration 24Q: 3 clusters Score -299812.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -299813.218750 Penalty: 2372.913574
	Iteration 25Q: 3 clusters Score -299813.2 nChanged 2
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: -299813.781250 Penalty: 2372.913574
	Iteration 26Q: 3 clusters Score -299813.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -299815.593750 Penalty: 2372.913574
	Iteration 27Q: 3 clusters Score -299815.6 nChanged 1
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: -299815.843750 Penalty: 2372.913574
	Iteration 28Q: 3 clusters Score -299815.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -299816.156250 Penalty: 2372.913574
	Iteration 29Q: 3 clusters Score -299816.2 nChanged 1
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: -299816.781250 Penalty: 2372.913574
	Iteration 30Q: 3 clusters Score -299816.8 nChanged 2
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: -299817.375000 Penalty: 2372.913574
	Iteration 31Q: 3 clusters Score -299817.4 nChanged 2
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: -299818.687500 Penalty: 2372.913574
	Iteration 32Q: 3 clusters Score -299818.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -299818.750000 Penalty: 2372.913574
	Iteration 33Q: 3 clusters Score -299818.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -299818.750000 Penalty: 2372.913574
	Iteration 34F: 3 clusters Score -299818.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Entering Unmasked Estep 
Score: -190553.453125 Penalty: 1137.421509
	Iteration 0F: 2 clusters Score -190553.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -188575.703125 Penalty: 2274.843018
	Iteration 0F: 3 clusters Score -188575.7 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -189072.640625 Penalty: 2274.843018
	Iteration 1F: 3 clusters Score -189072.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -189249.203125 Penalty: 2274.843018
	Iteration 2F: 3 clusters Score -189249.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -189364.015625 Penalty: 2274.843018
	Iteration 3F: 3 clusters Score -189364 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -189443.656250 Penalty: 2274.843018
	Iteration 4Q: 3 clusters Score -189443.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -189508.953125 Penalty: 2274.843018
	Iteration 5Q: 3 clusters Score -189509 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -189571.546875 Penalty: 2274.843018
	Iteration 6Q: 3 clusters Score -189571.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -189629.531250 Penalty: 2274.843018
	Iteration 7Q: 3 clusters Score -189629.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -189678.093750 Penalty: 2274.843018
	Iteration 8Q: 3 clusters Score -189678.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -189727.109375 Penalty: 2274.843018
	Iteration 9Q: 3 clusters Score -189727.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -189769.468750 Penalty: 2274.843018
	Iteration 10Q: 3 clusters Score -189769.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -189796.718750 Penalty: 2274.843018
	Iteration 11Q: 3 clusters Score -189796.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -189820.250000 Penalty: 2274.843018
	Iteration 12Q: 3 clusters Score -189820.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -189837.187500 Penalty: 2274.843018
	Iteration 13Q: 3 clusters Score -189837.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -189848.390625 Penalty: 2274.843018
	Iteration 14Q: 3 clusters Score -189848.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -189862.750000 Penalty: 2274.843018
	Iteration 15Q: 3 clusters Score -189862.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -189878.281250 Penalty: 2274.843018
	Iteration 16Q: 3 clusters Score -189878.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -189888.796875 Penalty: 2274.843018
	Iteration 17Q: 3 clusters Score -189888.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -189901.296875 Penalty: 2274.843018
	Iteration 18Q: 3 clusters Score -189901.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -189909.500000 Penalty: 2274.843018
	Iteration 19Q: 3 clusters Score -189909.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -189917.250000 Penalty: 2274.843018
	Iteration 20F: 3 clusters Score -189917.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -189922.609375 Penalty: 2274.843018
	Iteration 21Q: 3 clusters Score -189922.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -189927.343750 Penalty: 2274.843018
	Iteration 22Q: 3 clusters Score -189927.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -189929.750000 Penalty: 2274.843018
	Iteration 23Q: 3 clusters Score -189929.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -189931.312500 Penalty: 2274.843018
	Iteration 24Q: 3 clusters Score -189931.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -189932.343750 Penalty: 2274.843018
	Iteration 25Q: 3 clusters Score -189932.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -189934.656250 Penalty: 2274.843018
	Iteration 26Q: 3 clusters Score -189934.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -189937.156250 Penalty: 2274.843018
	Iteration 27Q: 3 clusters Score -189937.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -189938.875000 Penalty: 2274.843018
	Iteration 28Q: 3 clusters Score -189938.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -189941.000000 Penalty: 2274.843018
	Iteration 29Q: 3 clusters Score -189941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -189944.078125 Penalty: 2274.843018
	Iteration 30Q: 3 clusters Score -189944.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -189945.718750 Penalty: 2274.843018
	Iteration 31Q: 3 clusters Score -189945.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -189949.625000 Penalty: 2274.843018
	Iteration 32Q: 3 clusters Score -189949.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -189956.890625 Penalty: 2274.843018
	Iteration 33Q: 3 clusters Score -189956.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -189962.453125 Penalty: 2274.843018
	Iteration 34Q: 3 clusters Score -189962.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -189971.484375 Penalty: 2274.843018
	Iteration 35Q: 3 clusters Score -189971.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -189980.640625 Penalty: 2274.843018
	Iteration 36Q: 3 clusters Score -189980.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -189991.531250 Penalty: 2274.843018
	Iteration 37Q: 3 clusters Score -189991.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -190000.031250 Penalty: 2274.843018
	Iteration 38Q: 3 clusters Score -190000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -190004.546875 Penalty: 2274.843018
	Iteration 39Q: 3 clusters Score -190004.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -190010.750000 Penalty: 2274.843018
	Iteration 40F: 3 clusters Score -190010.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -190015.625000 Penalty: 2274.843018
	Iteration 41Q: 3 clusters Score -190015.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -190018.718750 Penalty: 2274.843018
	Iteration 42Q: 3 clusters Score -190018.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -190022.390625 Penalty: 2274.843018
	Iteration 43Q: 3 clusters Score -190022.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -190024.453125 Penalty: 2274.843018
	Iteration 44Q: 3 clusters Score -190024.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -190027.937500 Penalty: 2274.843018
	Iteration 45Q: 3 clusters Score -190027.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -190032.484375 Penalty: 2274.843018
	Iteration 46Q: 3 clusters Score -190032.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -190034.953125 Penalty: 2274.843018
	Iteration 47Q: 3 clusters Score -190035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -190036.453125 Penalty: 2274.843018
	Iteration 48Q: 3 clusters Score -190036.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -190037.296875 Penalty: 2274.843018
	Iteration 49Q: 3 clusters Score -190037.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -190038.062500 Penalty: 2274.843018
	Iteration 50Q: 3 clusters Score -190038.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -190038.062500 Penalty: 2274.843018
	Iteration 51F: 3 clusters Score -190038.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (5095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Entering Unmasked Estep 
Score: -532032.000000 Penalty: 1270.158936
	Iteration 0F: 2 clusters Score -532032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -528278.437500 Penalty: 2540.317871
	Iteration 0F: 3 clusters Score -528278.4 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -529385.000000 Penalty: 2540.317871
	Iteration 1F: 3 clusters Score -529385 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -529625.437500 Penalty: 2540.317871
	Iteration 2F: 3 clusters Score -529625.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -529772.125000 Penalty: 2540.317871
	Iteration 3F: 3 clusters Score -529772.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -529878.000000 Penalty: 2540.317871
	Iteration 4Q: 3 clusters Score -529878 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -529954.375000 Penalty: 2540.317871
	Iteration 5Q: 3 clusters Score -529954.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -530007.875000 Penalty: 2540.317871
	Iteration 6Q: 3 clusters Score -530007.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -530057.125000 Penalty: 2540.317871
	Iteration 7Q: 3 clusters Score -530057.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -530093.625000 Penalty: 2540.317871
	Iteration 8Q: 3 clusters Score -530093.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -530120.562500 Penalty: 2540.317871
	Iteration 9Q: 3 clusters Score -530120.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -530147.125000 Penalty: 2540.317871
	Iteration 10Q: 3 clusters Score -530147.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -530167.312500 Penalty: 2540.317871
	Iteration 11Q: 3 clusters Score -530167.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -530185.562500 Penalty: 2540.317871
	Iteration 12Q: 3 clusters Score -530185.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -530209.812500 Penalty: 2540.317871
	Iteration 13Q: 3 clusters Score -530209.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -530234.625000 Penalty: 2540.317871
	Iteration 14Q: 3 clusters Score -530234.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -530257.500000 Penalty: 2540.317871
	Iteration 15Q: 3 clusters Score -530257.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -530280.437500 Penalty: 2540.317871
	Iteration 16Q: 3 clusters Score -530280.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -530296.250000 Penalty: 2540.317871
	Iteration 17Q: 3 clusters Score -530296.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -530310.062500 Penalty: 2540.317871
	Iteration 18Q: 3 clusters Score -530310.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -530321.000000 Penalty: 2540.317871
	Iteration 19Q: 3 clusters Score -530321 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -530329.812500 Penalty: 2540.317871
	Iteration 20F: 3 clusters Score -530329.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -530339.312500 Penalty: 2540.317871
	Iteration 21Q: 3 clusters Score -530339.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -530349.312500 Penalty: 2540.317871
	Iteration 22Q: 3 clusters Score -530349.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -530360.125000 Penalty: 2540.317871
	Iteration 23Q: 3 clusters Score -530360.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -530370.437500 Penalty: 2540.317871
	Iteration 24Q: 3 clusters Score -530370.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -530383.937500 Penalty: 2540.317871
	Iteration 25Q: 3 clusters Score -530383.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -530398.875000 Penalty: 2540.317871
	Iteration 26Q: 3 clusters Score -530398.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -530412.562500 Penalty: 2540.317871
	Iteration 27Q: 3 clusters Score -530412.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -530424.875000 Penalty: 2540.317871
	Iteration 28Q: 3 clusters Score -530424.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -530440.812500 Penalty: 2540.317871
	Iteration 29Q: 3 clusters Score -530440.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -530452.062500 Penalty: 2540.317871
	Iteration 30Q: 3 clusters Score -530452.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -530461.375000 Penalty: 2540.317871
	Iteration 31Q: 3 clusters Score -530461.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -530468.312500 Penalty: 2540.317871
	Iteration 32Q: 3 clusters Score -530468.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -530472.437500 Penalty: 2540.317871
	Iteration 33Q: 3 clusters Score -530472.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -530479.625000 Penalty: 2540.317871
	Iteration 34Q: 3 clusters Score -530479.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -530486.000000 Penalty: 2540.317871
	Iteration 35Q: 3 clusters Score -530486 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -530491.625000 Penalty: 2540.317871
	Iteration 36Q: 3 clusters Score -530491.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -530498.187500 Penalty: 2540.317871
	Iteration 37Q: 3 clusters Score -530498.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -530502.562500 Penalty: 2540.317871
	Iteration 38Q: 3 clusters Score -530502.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -530508.250000 Penalty: 2540.317871
	Iteration 39Q: 3 clusters Score -530508.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -530508.937500 Penalty: 2540.317871
	Iteration 40F: 3 clusters Score -530508.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -530510.562500 Penalty: 2540.317871
	Iteration 41Q: 3 clusters Score -530510.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -530510.937500 Penalty: 2540.317871
	Iteration 42Q: 3 clusters Score -530510.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -530511.062500 Penalty: 2540.317871
	Iteration 43Q: 3 clusters Score -530511.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -530513.375000 Penalty: 2540.317871
	Iteration 44Q: 3 clusters Score -530513.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -530514.875000 Penalty: 2540.317871
	Iteration 45Q: 3 clusters Score -530514.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -530517.812500 Penalty: 2540.317871
	Iteration 46Q: 3 clusters Score -530517.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -530517.875000 Penalty: 2540.317871
	Iteration 47Q: 3 clusters Score -530517.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -530519.250000 Penalty: 2540.317871
	Iteration 48Q: 3 clusters Score -530519.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -530521.250000 Penalty: 2540.317871
	Iteration 49Q: 3 clusters Score -530521.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -530523.000000 Penalty: 2540.317871
	Iteration 50Q: 3 clusters Score -530523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -530526.125000 Penalty: 2540.317871
	Iteration 51Q: 3 clusters Score -530526.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -530528.687500 Penalty: 2540.317871
	Iteration 52Q: 3 clusters Score -530528.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -530530.812500 Penalty: 2540.317871
	Iteration 53Q: 3 clusters Score -530530.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -530531.687500 Penalty: 2540.317871
	Iteration 54Q: 3 clusters Score -530531.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -530533.562500 Penalty: 2540.317871
	Iteration 55Q: 3 clusters Score -530533.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -530534.750000 Penalty: 2540.317871
	Iteration 56Q: 3 clusters Score -530534.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -530535.125000 Penalty: 2540.317871
	Iteration 57Q: 3 clusters Score -530535.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -530535.875000 Penalty: 2540.317871
	Iteration 58Q: 3 clusters Score -530535.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -530537.375000 Penalty: 2540.317871
	Iteration 59Q: 3 clusters Score -530537.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -530538.500000 Penalty: 2540.317871
	Iteration 60F: 3 clusters Score -530538.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -530540.625000 Penalty: 2540.317871
	Iteration 61Q: 3 clusters Score -530540.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -530542.062500 Penalty: 2540.317871
	Iteration 62Q: 3 clusters Score -530542.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -530542.687500 Penalty: 2540.317871
	Iteration 63Q: 3 clusters Score -530542.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -530542.687500 Penalty: 2540.317871
	Iteration 64Q: 3 clusters Score -530542.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -530542.687500 Penalty: 2540.317871
	Iteration 65F: 3 clusters Score -530542.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Entering Unmasked Estep 
Score: -167321.687500 Penalty: 1123.460083
	Iteration 0F: 2 clusters Score -167321.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -165523.937500 Penalty: 2246.920166
	Iteration 0F: 3 clusters Score -165523.9 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -166017.484375 Penalty: 2246.920166
	Iteration 1F: 3 clusters Score -166017.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -166144.171875 Penalty: 2246.920166
	Iteration 2F: 3 clusters Score -166144.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -166209.250000 Penalty: 2246.920166
	Iteration 3Q: 3 clusters Score -166209.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -166251.468750 Penalty: 2246.920166
	Iteration 4Q: 3 clusters Score -166251.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -166284.156250 Penalty: 2246.920166
	Iteration 5Q: 3 clusters Score -166284.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -166312.671875 Penalty: 2246.920166
	Iteration 6Q: 3 clusters Score -166312.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -166340.484375 Penalty: 2246.920166
	Iteration 7Q: 3 clusters Score -166340.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -166364.265625 Penalty: 2246.920166
	Iteration 8Q: 3 clusters Score -166364.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -166384.171875 Penalty: 2246.920166
	Iteration 9Q: 3 clusters Score -166384.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -166401.296875 Penalty: 2246.920166
	Iteration 10Q: 3 clusters Score -166401.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -166412.859375 Penalty: 2246.920166
	Iteration 11Q: 3 clusters Score -166412.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -166422.734375 Penalty: 2246.920166
	Iteration 12Q: 3 clusters Score -166422.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -166432.390625 Penalty: 2246.920166
	Iteration 13Q: 3 clusters Score -166432.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -166438.000000 Penalty: 2246.920166
	Iteration 14Q: 3 clusters Score -166438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -166445.843750 Penalty: 2246.920166
	Iteration 15Q: 3 clusters Score -166445.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -166451.687500 Penalty: 2246.920166
	Iteration 16Q: 3 clusters Score -166451.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -166457.703125 Penalty: 2246.920166
	Iteration 17Q: 3 clusters Score -166457.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -166460.125000 Penalty: 2246.920166
	Iteration 18Q: 3 clusters Score -166460.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -166462.375000 Penalty: 2246.920166
	Iteration 19Q: 3 clusters Score -166462.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -166467.468750 Penalty: 2246.920166
	Iteration 20F: 3 clusters Score -166467.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -166470.281250 Penalty: 2246.920166
	Iteration 21Q: 3 clusters Score -166470.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -166472.968750 Penalty: 2246.920166
	Iteration 22Q: 3 clusters Score -166473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -166474.078125 Penalty: 2246.920166
	Iteration 23Q: 3 clusters Score -166474.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -166474.078125 Penalty: 2246.920166
	Iteration 24F: 3 clusters Score -166474.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Entering Unmasked Estep 
Score: -147034.281250 Penalty: 1066.913818
	Iteration 0F: 2 clusters Score -147034.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -145604.828125 Penalty: 2133.827637
	Iteration 0F: 3 clusters Score -145604.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -145924.093750 Penalty: 2133.827637
	Iteration 1F: 3 clusters Score -145924.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -146026.734375 Penalty: 2133.827637
	Iteration 2F: 3 clusters Score -146026.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -146072.406250 Penalty: 2133.827637
	Iteration 3Q: 3 clusters Score -146072.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -146104.812500 Penalty: 2133.827637
	Iteration 4Q: 3 clusters Score -146104.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -146130.359375 Penalty: 2133.827637
	Iteration 5Q: 3 clusters Score -146130.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -146164.234375 Penalty: 2133.827637
	Iteration 6Q: 3 clusters Score -146164.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -146194.734375 Penalty: 2133.827637
	Iteration 7Q: 3 clusters Score -146194.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -146225.531250 Penalty: 2133.827637
	Iteration 8Q: 3 clusters Score -146225.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -146247.625000 Penalty: 2133.827637
	Iteration 9Q: 3 clusters Score -146247.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -146265.156250 Penalty: 2133.827637
	Iteration 10Q: 3 clusters Score -146265.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -146279.640625 Penalty: 2133.827637
	Iteration 11Q: 3 clusters Score -146279.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -146290.031250 Penalty: 2133.827637
	Iteration 12Q: 3 clusters Score -146290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -146299.921875 Penalty: 2133.827637
	Iteration 13Q: 3 clusters Score -146299.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -146307.921875 Penalty: 2133.827637
	Iteration 14Q: 3 clusters Score -146307.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -146310.953125 Penalty: 2133.827637
	Iteration 15Q: 3 clusters Score -146311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -146311.296875 Penalty: 2133.827637
	Iteration 16Q: 3 clusters Score -146311.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -146311.296875 Penalty: 2133.827637
	Iteration 17F: 3 clusters Score -146311.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (11647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Entering Unmasked Estep 
Score: -1125466.375000 Penalty: 1393.185181
	Iteration 0F: 2 clusters Score -1125466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1117718.000000 Penalty: 2786.370361
	Iteration 0F: 3 clusters Score -1117718 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1120398.500000 Penalty: 2786.370361
	Iteration 1F: 3 clusters Score -1120398 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1120805.125000 Penalty: 2786.370361
	Iteration 2F: 3 clusters Score -1120805 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1121109.000000 Penalty: 2786.370361
	Iteration 3F: 3 clusters Score -1121109 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1121341.625000 Penalty: 2786.370361
	Iteration 4Q: 3 clusters Score -1121342 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1121503.500000 Penalty: 2786.370361
	Iteration 5Q: 3 clusters Score -1121504 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1121639.750000 Penalty: 2786.370361
	Iteration 6Q: 3 clusters Score -1121640 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1121748.125000 Penalty: 2786.370361
	Iteration 7Q: 3 clusters Score -1121748 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1121851.625000 Penalty: 2786.370361
	Iteration 8Q: 3 clusters Score -1121852 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1121946.875000 Penalty: 2786.370361
	Iteration 9Q: 3 clusters Score -1121947 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1122031.875000 Penalty: 2786.370361
	Iteration 10Q: 3 clusters Score -1122032 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1122110.375000 Penalty: 2786.370361
	Iteration 11Q: 3 clusters Score -1122110 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1122192.750000 Penalty: 2786.370361
	Iteration 12Q: 3 clusters Score -1122193 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1122279.250000 Penalty: 2786.370361
	Iteration 13Q: 3 clusters Score -1122279 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1122377.000000 Penalty: 2786.370361
	Iteration 14Q: 3 clusters Score -1122377 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1122470.000000 Penalty: 2786.370361
	Iteration 15Q: 3 clusters Score -1122470 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1122581.750000 Penalty: 2786.370361
	Iteration 16Q: 3 clusters Score -1122582 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1122703.625000 Penalty: 2786.370361
	Iteration 17Q: 3 clusters Score -1122704 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1122828.250000 Penalty: 2786.370361
	Iteration 18Q: 3 clusters Score -1122828 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1122952.000000 Penalty: 2786.370361
	Iteration 19Q: 3 clusters Score -1122952 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1123072.500000 Penalty: 2786.370361
	Iteration 20F: 3 clusters Score -1123072 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1123192.375000 Penalty: 2786.370361
	Iteration 21Q: 3 clusters Score -1123192 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1123316.875000 Penalty: 2786.370361
	Iteration 22Q: 3 clusters Score -1123317 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1123435.875000 Penalty: 2786.370361
	Iteration 23Q: 3 clusters Score -1123436 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1123547.375000 Penalty: 2786.370361
	Iteration 24Q: 3 clusters Score -1123547 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1123656.125000 Penalty: 2786.370361
	Iteration 25Q: 3 clusters Score -1123656 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1123768.875000 Penalty: 2786.370361
	Iteration 26Q: 3 clusters Score -1123769 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1123860.375000 Penalty: 2786.370361
	Iteration 27Q: 3 clusters Score -1123860 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1123947.375000 Penalty: 2786.370361
	Iteration 28Q: 3 clusters Score -1123947 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1124007.875000 Penalty: 2786.370361
	Iteration 29Q: 3 clusters Score -1124008 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1124063.625000 Penalty: 2786.370361
	Iteration 30Q: 3 clusters Score -1124064 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1124095.500000 Penalty: 2786.370361
	Iteration 31Q: 3 clusters Score -1124096 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1124132.125000 Penalty: 2786.370361
	Iteration 32Q: 3 clusters Score -1124132 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1124162.000000 Penalty: 2786.370361
	Iteration 33Q: 3 clusters Score -1124162 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -1124193.000000 Penalty: 2786.370361
	Iteration 34Q: 3 clusters Score -1124193 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1124212.500000 Penalty: 2786.370361
	Iteration 35Q: 3 clusters Score -1124212 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1124232.375000 Penalty: 2786.370361
	Iteration 36Q: 3 clusters Score -1124232 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1124254.125000 Penalty: 2786.370361
	Iteration 37Q: 3 clusters Score -1124254 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1124271.375000 Penalty: 2786.370361
	Iteration 38Q: 3 clusters Score -1124271 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -1124286.750000 Penalty: 2786.370361
	Iteration 39Q: 3 clusters Score -1124287 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1124297.875000 Penalty: 2786.370361
	Iteration 40F: 3 clusters Score -1124298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1124303.000000 Penalty: 2786.370361
	Iteration 41Q: 3 clusters Score -1124303 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1124307.750000 Penalty: 2786.370361
	Iteration 42Q: 3 clusters Score -1124308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -1124318.250000 Penalty: 2786.370361
	Iteration 43Q: 3 clusters Score -1124318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -1124325.375000 Penalty: 2786.370361
	Iteration 44Q: 3 clusters Score -1124325 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -1124329.875000 Penalty: 2786.370361
	Iteration 45Q: 3 clusters Score -1124330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -1124335.000000 Penalty: 2786.370361
	Iteration 46Q: 3 clusters Score -1124335 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -1124346.625000 Penalty: 2786.370361
	Iteration 47Q: 3 clusters Score -1124347 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1124356.125000 Penalty: 2786.370361
	Iteration 48Q: 3 clusters Score -1124356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -1124360.125000 Penalty: 2786.370361
	Iteration 49Q: 3 clusters Score -1124360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1124366.750000 Penalty: 2786.370361
	Iteration 50Q: 3 clusters Score -1124367 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1124373.125000 Penalty: 2786.370361
	Iteration 51Q: 3 clusters Score -1124373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1124377.250000 Penalty: 2786.370361
	Iteration 52Q: 3 clusters Score -1124377 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1124385.500000 Penalty: 2786.370361
	Iteration 53Q: 3 clusters Score -1124386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -1124387.250000 Penalty: 2786.370361
	Iteration 54Q: 3 clusters Score -1124387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1124386.875000 Penalty: 2786.370361
	Iteration 55Q: 3 clusters Score -1124387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1124388.750000 Penalty: 2786.370361
	Iteration 56Q: 3 clusters Score -1124389 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1124388.750000 Penalty: 2786.370361
	Iteration 57F: 3 clusters Score -1124389 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (1796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Entering Unmasked Estep 
Score: -168736.703125 Penalty: 1115.005615
	Iteration 0F: 2 clusters Score -168736.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -166925.375000 Penalty: 2230.011230
	Iteration 0F: 3 clusters Score -166925.4 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -167410.500000 Penalty: 2230.011230
	Iteration 1F: 3 clusters Score -167410.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -167547.781250 Penalty: 2230.011230
	Iteration 2F: 3 clusters Score -167547.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -167625.953125 Penalty: 2230.011230
	Iteration 3Q: 3 clusters Score -167626 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -167679.296875 Penalty: 2230.011230
	Iteration 4Q: 3 clusters Score -167679.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -167712.515625 Penalty: 2230.011230
	Iteration 5Q: 3 clusters Score -167712.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -167738.937500 Penalty: 2230.011230
	Iteration 6Q: 3 clusters Score -167738.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -167758.062500 Penalty: 2230.011230
	Iteration 7Q: 3 clusters Score -167758.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -167774.343750 Penalty: 2230.011230
	Iteration 8Q: 3 clusters Score -167774.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -167782.625000 Penalty: 2230.011230
	Iteration 9Q: 3 clusters Score -167782.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -167787.468750 Penalty: 2230.011230
	Iteration 10Q: 3 clusters Score -167787.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -167791.890625 Penalty: 2230.011230
	Iteration 11Q: 3 clusters Score -167791.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -167795.125000 Penalty: 2230.011230
	Iteration 12Q: 3 clusters Score -167795.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -167798.328125 Penalty: 2230.011230
	Iteration 13Q: 3 clusters Score -167798.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -167802.562500 Penalty: 2230.011230
	Iteration 14Q: 3 clusters Score -167802.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -167807.218750 Penalty: 2230.011230
	Iteration 15Q: 3 clusters Score -167807.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -167811.250000 Penalty: 2230.011230
	Iteration 16Q: 3 clusters Score -167811.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -167816.312500 Penalty: 2230.011230
	Iteration 17Q: 3 clusters Score -167816.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -167818.328125 Penalty: 2230.011230
	Iteration 18Q: 3 clusters Score -167818.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -167820.609375 Penalty: 2230.011230
	Iteration 19Q: 3 clusters Score -167820.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -167826.046875 Penalty: 2230.011230
	Iteration 20F: 3 clusters Score -167826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -167830.328125 Penalty: 2230.011230
	Iteration 21Q: 3 clusters Score -167830.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -167831.312500 Penalty: 2230.011230
	Iteration 22Q: 3 clusters Score -167831.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -167831.906250 Penalty: 2230.011230
	Iteration 23Q: 3 clusters Score -167831.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -167832.437500 Penalty: 2230.011230
	Iteration 24Q: 3 clusters Score -167832.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -167832.437500 Penalty: 2230.011230
	Iteration 25F: 3 clusters Score -167832.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (1349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Entering Unmasked Estep 
Score: -135821.046875 Penalty: 1072.419312
	Iteration 0F: 2 clusters Score -135821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -134359.437500 Penalty: 2144.838623
	Iteration 0F: 3 clusters Score -134359.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -134682.390625 Penalty: 2144.838623
	Iteration 1F: 3 clusters Score -134682.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -134773.031250 Penalty: 2144.838623
	Iteration 2F: 3 clusters Score -134773 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -134820.156250 Penalty: 2144.838623
	Iteration 3Q: 3 clusters Score -134820.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -134846.078125 Penalty: 2144.838623
	Iteration 4Q: 3 clusters Score -134846.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -134869.921875 Penalty: 2144.838623
	Iteration 5Q: 3 clusters Score -134869.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -134884.640625 Penalty: 2144.838623
	Iteration 6Q: 3 clusters Score -134884.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -134894.765625 Penalty: 2144.838623
	Iteration 7Q: 3 clusters Score -134894.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -134899.171875 Penalty: 2144.838623
	Iteration 8Q: 3 clusters Score -134899.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -134900.218750 Penalty: 2144.838623
	Iteration 9Q: 3 clusters Score -134900.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -134902.843750 Penalty: 2144.838623
	Iteration 10Q: 3 clusters Score -134902.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -134904.734375 Penalty: 2144.838623
	Iteration 11Q: 3 clusters Score -134904.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -134910.140625 Penalty: 2144.838623
	Iteration 12Q: 3 clusters Score -134910.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -134914.203125 Penalty: 2144.838623
	Iteration 13Q: 3 clusters Score -134914.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -134915.515625 Penalty: 2144.838623
	Iteration 14Q: 3 clusters Score -134915.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -134915.515625 Penalty: 2144.838623
	Iteration 15F: 3 clusters Score -134915.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (20731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Entering Unmasked Estep 
Score: -2098354.250000 Penalty: 1478.980591
	Iteration 0F: 2 clusters Score -2098354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -2084921.000000 Penalty: 2957.961182
	Iteration 0F: 3 clusters Score -2084921 nChanged 9052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -2089811.625000 Penalty: 2957.961182
	Iteration 1F: 3 clusters Score -2089812 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -2090237.250000 Penalty: 2957.961182
	Iteration 2F: 3 clusters Score -2090237 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -2090654.750000 Penalty: 2957.961182
	Iteration 3Q: 3 clusters Score -2090655 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -2091138.375000 Penalty: 2957.961182
	Iteration 4Q: 3 clusters Score -2091138 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -2091733.750000 Penalty: 2957.961182
	Iteration 5F: 3 clusters Score -2091734 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -2092432.500000 Penalty: 2957.961182
	Iteration 6F: 3 clusters Score -2092432 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -2093275.875000 Penalty: 2957.961182
	Iteration 7F: 3 clusters Score -2093276 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -2094194.000000 Penalty: 2957.961182
	Iteration 8F: 3 clusters Score -2094194 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -2095040.625000 Penalty: 2957.961182
	Iteration 9F: 3 clusters Score -2095041 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -2095782.750000 Penalty: 2957.961182
	Iteration 10Q: 3 clusters Score -2095783 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -2096273.000000 Penalty: 2957.961182
	Iteration 11Q: 3 clusters Score -2096273 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -2096556.125000 Penalty: 2957.961182
	Iteration 12Q: 3 clusters Score -2096556 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -2096736.750000 Penalty: 2957.961182
	Iteration 13Q: 3 clusters Score -2096737 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -2096863.875000 Penalty: 2957.961182
	Iteration 14Q: 3 clusters Score -2096864 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -2096963.250000 Penalty: 2957.961182
	Iteration 15Q: 3 clusters Score -2096963 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -2097043.000000 Penalty: 2957.961182
	Iteration 16Q: 3 clusters Score -2097043 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -2097098.625000 Penalty: 2957.961182
	Iteration 17Q: 3 clusters Score -2097099 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -2097156.250000 Penalty: 2957.961182
	Iteration 18Q: 3 clusters Score -2097156 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -2097194.500000 Penalty: 2957.961182
	Iteration 19Q: 3 clusters Score -2097194 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -2097223.000000 Penalty: 2957.961182
	Iteration 20F: 3 clusters Score -2097223 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -2097249.750000 Penalty: 2957.961182
	Iteration 21Q: 3 clusters Score -2097250 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -2097283.250000 Penalty: 2957.961182
	Iteration 22Q: 3 clusters Score -2097283 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -2097298.500000 Penalty: 2957.961182
	Iteration 23Q: 3 clusters Score -2097298 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -2097310.500000 Penalty: 2957.961182
	Iteration 24Q: 3 clusters Score -2097310 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -2097325.750000 Penalty: 2957.961182
	Iteration 25Q: 3 clusters Score -2097326 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -2097333.750000 Penalty: 2957.961182
	Iteration 26Q: 3 clusters Score -2097334 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -2097337.750000 Penalty: 2957.961182
	Iteration 27Q: 3 clusters Score -2097338 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -2097352.500000 Penalty: 2957.961182
	Iteration 28Q: 3 clusters Score -2097352 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -2097364.500000 Penalty: 2957.961182
	Iteration 29Q: 3 clusters Score -2097364 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -2097365.750000 Penalty: 2957.961182
	Iteration 30Q: 3 clusters Score -2097366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -2097366.500000 Penalty: 2957.961182
	Iteration 31Q: 3 clusters Score -2097366 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -2097371.500000 Penalty: 2957.961182
	Iteration 32Q: 3 clusters Score -2097372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -2097373.500000 Penalty: 2957.961182
	Iteration 33Q: 3 clusters Score -2097374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -2097373.500000 Penalty: 2957.961182
	Iteration 34Q: 3 clusters Score -2097374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -2097377.500000 Penalty: 2957.961182
	Iteration 35Q: 3 clusters Score -2097378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -2097374.750000 Penalty: 2957.961182
	Iteration 36Q: 3 clusters Score -2097375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -2097380.500000 Penalty: 2957.961182
	Iteration 37Q: 3 clusters Score -2097380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -2097379.500000 Penalty: 2957.961182
	Iteration 38Q: 3 clusters Score -2097380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -2097385.000000 Penalty: 2957.961182
	Iteration 39Q: 3 clusters Score -2097385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -2097383.250000 Penalty: 2957.961182
	Iteration 40F: 3 clusters Score -2097383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Entering Unmasked Estep 
Score: -82439.570312 Penalty: 1028.911987
	Iteration 0F: 2 clusters Score -82439.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -81183.242188 Penalty: 2057.823975
	Iteration 0F: 3 clusters Score -81183.24 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -81471.953125 Penalty: 2057.823975
	Iteration 1F: 3 clusters Score -81471.95 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -81558.398438 Penalty: 2057.823975
	Iteration 2F: 3 clusters Score -81558.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -81604.664062 Penalty: 2057.823975
	Iteration 3Q: 3 clusters Score -81604.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -81622.656250 Penalty: 2057.823975
	Iteration 4Q: 3 clusters Score -81622.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -81638.765625 Penalty: 2057.823975
	Iteration 5Q: 3 clusters Score -81638.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -81657.765625 Penalty: 2057.823975
	Iteration 6Q: 3 clusters Score -81657.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -81664.828125 Penalty: 2057.823975
	Iteration 7Q: 3 clusters Score -81664.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -81667.875000 Penalty: 2057.823975
	Iteration 8Q: 3 clusters Score -81667.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -81671.171875 Penalty: 2057.823975
	Iteration 9Q: 3 clusters Score -81671.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -81673.664062 Penalty: 2057.823975
	Iteration 10Q: 3 clusters Score -81673.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -81674.945312 Penalty: 2057.823975
	Iteration 11Q: 3 clusters Score -81674.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -81675.757812 Penalty: 2057.823975
	Iteration 12Q: 3 clusters Score -81675.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -81675.757812 Penalty: 2057.823975
	Iteration 13F: 3 clusters Score -81675.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (4840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Entering Unmasked Estep 
Score: -524489.375000 Penalty: 1262.518921
	Iteration 0F: 2 clusters Score -524489.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -520851.187500 Penalty: 2525.037842
	Iteration 0F: 3 clusters Score -520851.2 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -521935.562500 Penalty: 2525.037842
	Iteration 1F: 3 clusters Score -521935.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -522154.343750 Penalty: 2525.037842
	Iteration 2F: 3 clusters Score -522154.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -522265.312500 Penalty: 2525.037842
	Iteration 3Q: 3 clusters Score -522265.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -522340.750000 Penalty: 2525.037842
	Iteration 4Q: 3 clusters Score -522340.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -522392.250000 Penalty: 2525.037842
	Iteration 5Q: 3 clusters Score -522392.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -522434.781250 Penalty: 2525.037842
	Iteration 6Q: 3 clusters Score -522434.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -522468.406250 Penalty: 2525.037842
	Iteration 7Q: 3 clusters Score -522468.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -522490.031250 Penalty: 2525.037842
	Iteration 8Q: 3 clusters Score -522490 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -522507.093750 Penalty: 2525.037842
	Iteration 9Q: 3 clusters Score -522507.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -522526.656250 Penalty: 2525.037842
	Iteration 10Q: 3 clusters Score -522526.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -522550.750000 Penalty: 2525.037842
	Iteration 11Q: 3 clusters Score -522550.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -522566.468750 Penalty: 2525.037842
	Iteration 12Q: 3 clusters Score -522566.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -522575.250000 Penalty: 2525.037842
	Iteration 13Q: 3 clusters Score -522575.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -522584.156250 Penalty: 2525.037842
	Iteration 14Q: 3 clusters Score -522584.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -522592.531250 Penalty: 2525.037842
	Iteration 15Q: 3 clusters Score -522592.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -522604.000000 Penalty: 2525.037842
	Iteration 16Q: 3 clusters Score -522604 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -522614.093750 Penalty: 2525.037842
	Iteration 17Q: 3 clusters Score -522614.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -522622.531250 Penalty: 2525.037842
	Iteration 18Q: 3 clusters Score -522622.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -522632.218750 Penalty: 2525.037842
	Iteration 19Q: 3 clusters Score -522632.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -522641.687500 Penalty: 2525.037842
	Iteration 20F: 3 clusters Score -522641.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -522654.843750 Penalty: 2525.037842
	Iteration 21Q: 3 clusters Score -522654.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -522670.750000 Penalty: 2525.037842
	Iteration 22Q: 3 clusters Score -522670.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -522693.187500 Penalty: 2525.037842
	Iteration 23Q: 3 clusters Score -522693.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -522710.937500 Penalty: 2525.037842
	Iteration 24Q: 3 clusters Score -522710.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -522728.437500 Penalty: 2525.037842
	Iteration 25Q: 3 clusters Score -522728.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -522748.625000 Penalty: 2525.037842
	Iteration 26Q: 3 clusters Score -522748.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -522767.531250 Penalty: 2525.037842
	Iteration 27Q: 3 clusters Score -522767.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -522794.250000 Penalty: 2525.037842
	Iteration 28Q: 3 clusters Score -522794.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -522826.093750 Penalty: 2525.037842
	Iteration 29Q: 3 clusters Score -522826.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -522849.125000 Penalty: 2525.037842
	Iteration 30Q: 3 clusters Score -522849.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -522872.437500 Penalty: 2525.037842
	Iteration 31Q: 3 clusters Score -522872.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -522902.937500 Penalty: 2525.037842
	Iteration 32Q: 3 clusters Score -522902.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -522940.531250 Penalty: 2525.037842
	Iteration 33Q: 3 clusters Score -522940.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -522973.187500 Penalty: 2525.037842
	Iteration 34Q: 3 clusters Score -522973.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -523005.875000 Penalty: 2525.037842
	Iteration 35Q: 3 clusters Score -523005.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -523035.218750 Penalty: 2525.037842
	Iteration 36Q: 3 clusters Score -523035.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -523065.593750 Penalty: 2525.037842
	Iteration 37Q: 3 clusters Score -523065.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -523101.218750 Penalty: 2525.037842
	Iteration 38Q: 3 clusters Score -523101.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -523137.968750 Penalty: 2525.037842
	Iteration 39Q: 3 clusters Score -523138 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -523169.250000 Penalty: 2525.037842
	Iteration 40F: 3 clusters Score -523169.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -523197.437500 Penalty: 2525.037842
	Iteration 41Q: 3 clusters Score -523197.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -523232.750000 Penalty: 2525.037842
	Iteration 42Q: 3 clusters Score -523232.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -523264.750000 Penalty: 2525.037842
	Iteration 43Q: 3 clusters Score -523264.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -523292.875000 Penalty: 2525.037842
	Iteration 44Q: 3 clusters Score -523292.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -523316.500000 Penalty: 2525.037842
	Iteration 45Q: 3 clusters Score -523316.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -523331.593750 Penalty: 2525.037842
	Iteration 46Q: 3 clusters Score -523331.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -523344.343750 Penalty: 2525.037842
	Iteration 47Q: 3 clusters Score -523344.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -523354.375000 Penalty: 2525.037842
	Iteration 48Q: 3 clusters Score -523354.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -523368.437500 Penalty: 2525.037842
	Iteration 49Q: 3 clusters Score -523368.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -523377.468750 Penalty: 2525.037842
	Iteration 50Q: 3 clusters Score -523377.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -523384.531250 Penalty: 2525.037842
	Iteration 51Q: 3 clusters Score -523384.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -523390.625000 Penalty: 2525.037842
	Iteration 52Q: 3 clusters Score -523390.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -523399.531250 Penalty: 2525.037842
	Iteration 53Q: 3 clusters Score -523399.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -523405.218750 Penalty: 2525.037842
	Iteration 54Q: 3 clusters Score -523405.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -523410.437500 Penalty: 2525.037842
	Iteration 55Q: 3 clusters Score -523410.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -523418.343750 Penalty: 2525.037842
	Iteration 56Q: 3 clusters Score -523418.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -523428.375000 Penalty: 2525.037842
	Iteration 57Q: 3 clusters Score -523428.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -523431.468750 Penalty: 2525.037842
	Iteration 58Q: 3 clusters Score -523431.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -523436.375000 Penalty: 2525.037842
	Iteration 59Q: 3 clusters Score -523436.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -523437.500000 Penalty: 2525.037842
	Iteration 60F: 3 clusters Score -523437.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -523441.125000 Penalty: 2525.037842
	Iteration 61Q: 3 clusters Score -523441.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -523443.906250 Penalty: 2525.037842
	Iteration 62Q: 3 clusters Score -523443.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -523447.437500 Penalty: 2525.037842
	Iteration 63Q: 3 clusters Score -523447.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -523450.812500 Penalty: 2525.037842
	Iteration 64Q: 3 clusters Score -523450.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -523453.281250 Penalty: 2525.037842
	Iteration 65Q: 3 clusters Score -523453.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -523456.500000 Penalty: 2525.037842
	Iteration 66Q: 3 clusters Score -523456.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -523457.093750 Penalty: 2525.037842
	Iteration 67Q: 3 clusters Score -523457.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -523458.125000 Penalty: 2525.037842
	Iteration 68Q: 3 clusters Score -523458.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -523460.156250 Penalty: 2525.037842
	Iteration 69Q: 3 clusters Score -523460.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -523462.593750 Penalty: 2525.037842
	Iteration 70Q: 3 clusters Score -523462.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -523462.968750 Penalty: 2525.037842
	Iteration 71Q: 3 clusters Score -523463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -523464.468750 Penalty: 2525.037842
	Iteration 72Q: 3 clusters Score -523464.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -523464.468750 Penalty: 2525.037842
	Iteration 73F: 3 clusters Score -523464.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (1355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Entering Unmasked Estep 
Score: -139751.015625 Penalty: 1073.079712
	Iteration 0F: 2 clusters Score -139751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -138286.484375 Penalty: 2146.159424
	Iteration 0F: 3 clusters Score -138286.5 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -138613.046875 Penalty: 2146.159424
	Iteration 1F: 3 clusters Score -138613 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -138704.578125 Penalty: 2146.159424
	Iteration 2F: 3 clusters Score -138704.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -138755.656250 Penalty: 2146.159424
	Iteration 3Q: 3 clusters Score -138755.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -138799.531250 Penalty: 2146.159424
	Iteration 4Q: 3 clusters Score -138799.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -138831.937500 Penalty: 2146.159424
	Iteration 5Q: 3 clusters Score -138831.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -138854.046875 Penalty: 2146.159424
	Iteration 6Q: 3 clusters Score -138854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -138867.265625 Penalty: 2146.159424
	Iteration 7Q: 3 clusters Score -138867.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -138877.468750 Penalty: 2146.159424
	Iteration 8Q: 3 clusters Score -138877.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -138885.359375 Penalty: 2146.159424
	Iteration 9Q: 3 clusters Score -138885.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -138890.468750 Penalty: 2146.159424
	Iteration 10Q: 3 clusters Score -138890.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -138892.875000 Penalty: 2146.159424
	Iteration 11Q: 3 clusters Score -138892.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -138895.750000 Penalty: 2146.159424
	Iteration 12Q: 3 clusters Score -138895.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -138895.890625 Penalty: 2146.159424
	Iteration 13Q: 3 clusters Score -138895.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -138897.375000 Penalty: 2146.159424
	Iteration 14Q: 3 clusters Score -138897.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -138897.859375 Penalty: 2146.159424
	Iteration 15Q: 3 clusters Score -138897.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -138897.859375 Penalty: 2146.159424
	Iteration 16F: 3 clusters Score -138897.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (8466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Entering Unmasked Estep 
Score: -834849.250000 Penalty: 1345.719482
	Iteration 0F: 2 clusters Score -834849.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -829023.812500 Penalty: 2691.438965
	Iteration 0F: 3 clusters Score -829023.8 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -830932.875000 Penalty: 2691.438965
	Iteration 1F: 3 clusters Score -830932.9 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -831285.500000 Penalty: 2691.438965
	Iteration 2F: 3 clusters Score -831285.5 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -831567.500000 Penalty: 2691.438965
	Iteration 3F: 3 clusters Score -831567.5 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -831854.625000 Penalty: 2691.438965
	Iteration 4F: 3 clusters Score -831854.6 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -832154.937500 Penalty: 2691.438965
	Iteration 5F: 3 clusters Score -832154.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -832418.250000 Penalty: 2691.438965
	Iteration 6Q: 3 clusters Score -832418.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -832695.312500 Penalty: 2691.438965
	Iteration 7Q: 3 clusters Score -832695.3 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -832939.500000 Penalty: 2691.438965
	Iteration 8Q: 3 clusters Score -832939.5 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -833177.125000 Penalty: 2691.438965
	Iteration 9Q: 3 clusters Score -833177.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -833366.000000 Penalty: 2691.438965
	Iteration 10Q: 3 clusters Score -833366 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -833519.687500 Penalty: 2691.438965
	Iteration 11Q: 3 clusters Score -833519.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -833638.875000 Penalty: 2691.438965
	Iteration 12Q: 3 clusters Score -833638.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -833733.500000 Penalty: 2691.438965
	Iteration 13Q: 3 clusters Score -833733.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -833809.875000 Penalty: 2691.438965
	Iteration 14Q: 3 clusters Score -833809.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -833875.750000 Penalty: 2691.438965
	Iteration 15Q: 3 clusters Score -833875.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -833934.312500 Penalty: 2691.438965
	Iteration 16Q: 3 clusters Score -833934.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -833987.562500 Penalty: 2691.438965
	Iteration 17Q: 3 clusters Score -833987.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -834042.625000 Penalty: 2691.438965
	Iteration 18Q: 3 clusters Score -834042.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -834088.812500 Penalty: 2691.438965
	Iteration 19Q: 3 clusters Score -834088.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -834126.750000 Penalty: 2691.438965
	Iteration 20F: 3 clusters Score -834126.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -834152.125000 Penalty: 2691.438965
	Iteration 21Q: 3 clusters Score -834152.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -834173.750000 Penalty: 2691.438965
	Iteration 22Q: 3 clusters Score -834173.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -834195.562500 Penalty: 2691.438965
	Iteration 23Q: 3 clusters Score -834195.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -834211.812500 Penalty: 2691.438965
	Iteration 24Q: 3 clusters Score -834211.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -834225.750000 Penalty: 2691.438965
	Iteration 25Q: 3 clusters Score -834225.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -834235.687500 Penalty: 2691.438965
	Iteration 26Q: 3 clusters Score -834235.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -834247.000000 Penalty: 2691.438965
	Iteration 27Q: 3 clusters Score -834247 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -834256.625000 Penalty: 2691.438965
	Iteration 28Q: 3 clusters Score -834256.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -834267.187500 Penalty: 2691.438965
	Iteration 29Q: 3 clusters Score -834267.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -834282.687500 Penalty: 2691.438965
	Iteration 30Q: 3 clusters Score -834282.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -834296.625000 Penalty: 2691.438965
	Iteration 31Q: 3 clusters Score -834296.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -834306.687500 Penalty: 2691.438965
	Iteration 32Q: 3 clusters Score -834306.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -834319.187500 Penalty: 2691.438965
	Iteration 33Q: 3 clusters Score -834319.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -834335.125000 Penalty: 2691.438965
	Iteration 34Q: 3 clusters Score -834335.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -834343.562500 Penalty: 2691.438965
	Iteration 35Q: 3 clusters Score -834343.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -834362.375000 Penalty: 2691.438965
	Iteration 36Q: 3 clusters Score -834362.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -834373.562500 Penalty: 2691.438965
	Iteration 37Q: 3 clusters Score -834373.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -834382.937500 Penalty: 2691.438965
	Iteration 38Q: 3 clusters Score -834382.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -834394.312500 Penalty: 2691.438965
	Iteration 39Q: 3 clusters Score -834394.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -834405.312500 Penalty: 2691.438965
	Iteration 40F: 3 clusters Score -834405.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -834415.062500 Penalty: 2691.438965
	Iteration 41Q: 3 clusters Score -834415.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -834420.500000 Penalty: 2691.438965
	Iteration 42Q: 3 clusters Score -834420.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -834429.437500 Penalty: 2691.438965
	Iteration 43Q: 3 clusters Score -834429.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -834434.312500 Penalty: 2691.438965
	Iteration 44Q: 3 clusters Score -834434.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -834436.875000 Penalty: 2691.438965
	Iteration 45Q: 3 clusters Score -834436.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -834438.312500 Penalty: 2691.438965
	Iteration 46Q: 3 clusters Score -834438.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -834442.312500 Penalty: 2691.438965
	Iteration 47Q: 3 clusters Score -834442.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -834441.000000 Penalty: 2691.438965
	Iteration 48Q: 3 clusters Score -834441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -834442.687500 Penalty: 2691.438965
	Iteration 49Q: 3 clusters Score -834442.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -834445.687500 Penalty: 2691.438965
	Iteration 50Q: 3 clusters Score -834445.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -834445.312500 Penalty: 2691.438965
	Iteration 51Q: 3 clusters Score -834445.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -834451.437500 Penalty: 2691.438965
	Iteration 52Q: 3 clusters Score -834451.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -834455.562500 Penalty: 2691.438965
	Iteration 53Q: 3 clusters Score -834455.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -834460.937500 Penalty: 2691.438965
	Iteration 54Q: 3 clusters Score -834460.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -834461.812500 Penalty: 2691.438965
	Iteration 55Q: 3 clusters Score -834461.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -834464.000000 Penalty: 2691.438965
	Iteration 56Q: 3 clusters Score -834464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -834465.125000 Penalty: 2691.438965
	Iteration 57Q: 3 clusters Score -834465.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -834464.687500 Penalty: 2691.438965
	Iteration 58Q: 3 clusters Score -834464.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -834466.437500 Penalty: 2691.438965
	Iteration 59Q: 3 clusters Score -834466.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -834466.875000 Penalty: 2691.438965
	Iteration 60F: 3 clusters Score -834466.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (1695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Entering Unmasked Estep 
Score: -155804.234375 Penalty: 1106.393188
	Iteration 0F: 2 clusters Score -155804.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -154087.078125 Penalty: 2212.786377
	Iteration 0F: 3 clusters Score -154087.1 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -154516.593750 Penalty: 2212.786377
	Iteration 1F: 3 clusters Score -154516.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -154629.968750 Penalty: 2212.786377
	Iteration 2F: 3 clusters Score -154630 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -154703.453125 Penalty: 2212.786377
	Iteration 3Q: 3 clusters Score -154703.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -154758.750000 Penalty: 2212.786377
	Iteration 4Q: 3 clusters Score -154758.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -154786.812500 Penalty: 2212.786377
	Iteration 5Q: 3 clusters Score -154786.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -154810.718750 Penalty: 2212.786377
	Iteration 6Q: 3 clusters Score -154810.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -154832.203125 Penalty: 2212.786377
	Iteration 7Q: 3 clusters Score -154832.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -154852.156250 Penalty: 2212.786377
	Iteration 8Q: 3 clusters Score -154852.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -154877.140625 Penalty: 2212.786377
	Iteration 9Q: 3 clusters Score -154877.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -154894.687500 Penalty: 2212.786377
	Iteration 10Q: 3 clusters Score -154894.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -154911.531250 Penalty: 2212.786377
	Iteration 11Q: 3 clusters Score -154911.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -154931.156250 Penalty: 2212.786377
	Iteration 12Q: 3 clusters Score -154931.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -154945.734375 Penalty: 2212.786377
	Iteration 13Q: 3 clusters Score -154945.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -154959.593750 Penalty: 2212.786377
	Iteration 14Q: 3 clusters Score -154959.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -154971.937500 Penalty: 2212.786377
	Iteration 15Q: 3 clusters Score -154971.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -154991.718750 Penalty: 2212.786377
	Iteration 16Q: 3 clusters Score -154991.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -155010.546875 Penalty: 2212.786377
	Iteration 17Q: 3 clusters Score -155010.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -155027.468750 Penalty: 2212.786377
	Iteration 18Q: 3 clusters Score -155027.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -155037.875000 Penalty: 2212.786377
	Iteration 19Q: 3 clusters Score -155037.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -155043.953125 Penalty: 2212.786377
	Iteration 20F: 3 clusters Score -155044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -155051.062500 Penalty: 2212.786377
	Iteration 21Q: 3 clusters Score -155051.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -155056.000000 Penalty: 2212.786377
	Iteration 22Q: 3 clusters Score -155056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -155064.406250 Penalty: 2212.786377
	Iteration 23Q: 3 clusters Score -155064.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -155070.937500 Penalty: 2212.786377
	Iteration 24Q: 3 clusters Score -155070.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -155073.718750 Penalty: 2212.786377
	Iteration 25Q: 3 clusters Score -155073.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -155074.312500 Penalty: 2212.786377
	Iteration 26Q: 3 clusters Score -155074.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -155074.312500 Penalty: 2212.786377
	Iteration 27F: 3 clusters Score -155074.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (4096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Entering Unmasked Estep 
Score: -415965.125000 Penalty: 1237.683594
	Iteration 0F: 2 clusters Score -415965.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -412850.437500 Penalty: 2475.367188
	Iteration 0F: 3 clusters Score -412850.4 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -413731.187500 Penalty: 2475.367188
	Iteration 1F: 3 clusters Score -413731.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -413911.062500 Penalty: 2475.367188
	Iteration 2F: 3 clusters Score -413911.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -414023.812500 Penalty: 2475.367188
	Iteration 3Q: 3 clusters Score -414023.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -414104.718750 Penalty: 2475.367188
	Iteration 4Q: 3 clusters Score -414104.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -414172.031250 Penalty: 2475.367188
	Iteration 5Q: 3 clusters Score -414172 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -414233.062500 Penalty: 2475.367188
	Iteration 6Q: 3 clusters Score -414233.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -414283.531250 Penalty: 2475.367188
	Iteration 7Q: 3 clusters Score -414283.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -414331.187500 Penalty: 2475.367188
	Iteration 8Q: 3 clusters Score -414331.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -414357.843750 Penalty: 2475.367188
	Iteration 9Q: 3 clusters Score -414357.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -414382.500000 Penalty: 2475.367188
	Iteration 10Q: 3 clusters Score -414382.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -414408.343750 Penalty: 2475.367188
	Iteration 11Q: 3 clusters Score -414408.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -414429.187500 Penalty: 2475.367188
	Iteration 12Q: 3 clusters Score -414429.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -414451.500000 Penalty: 2475.367188
	Iteration 13Q: 3 clusters Score -414451.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -414472.031250 Penalty: 2475.367188
	Iteration 14Q: 3 clusters Score -414472 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -414492.062500 Penalty: 2475.367188
	Iteration 15Q: 3 clusters Score -414492.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -414509.218750 Penalty: 2475.367188
	Iteration 16Q: 3 clusters Score -414509.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -414525.250000 Penalty: 2475.367188
	Iteration 17Q: 3 clusters Score -414525.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -414546.500000 Penalty: 2475.367188
	Iteration 18Q: 3 clusters Score -414546.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -414576.656250 Penalty: 2475.367188
	Iteration 19Q: 3 clusters Score -414576.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -414610.187500 Penalty: 2475.367188
	Iteration 20F: 3 clusters Score -414610.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -414637.125000 Penalty: 2475.367188
	Iteration 21Q: 3 clusters Score -414637.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -414659.875000 Penalty: 2475.367188
	Iteration 22Q: 3 clusters Score -414659.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -414688.750000 Penalty: 2475.367188
	Iteration 23Q: 3 clusters Score -414688.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -414707.437500 Penalty: 2475.367188
	Iteration 24Q: 3 clusters Score -414707.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -414722.281250 Penalty: 2475.367188
	Iteration 25Q: 3 clusters Score -414722.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -414738.031250 Penalty: 2475.367188
	Iteration 26Q: 3 clusters Score -414738 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -414751.687500 Penalty: 2475.367188
	Iteration 27Q: 3 clusters Score -414751.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -414760.593750 Penalty: 2475.367188
	Iteration 28Q: 3 clusters Score -414760.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -414767.125000 Penalty: 2475.367188
	Iteration 29Q: 3 clusters Score -414767.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -414773.968750 Penalty: 2475.367188
	Iteration 30Q: 3 clusters Score -414774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -414781.593750 Penalty: 2475.367188
	Iteration 31Q: 3 clusters Score -414781.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -414787.906250 Penalty: 2475.367188
	Iteration 32Q: 3 clusters Score -414787.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -414794.468750 Penalty: 2475.367188
	Iteration 33Q: 3 clusters Score -414794.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -414800.093750 Penalty: 2475.367188
	Iteration 34Q: 3 clusters Score -414800.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -414807.437500 Penalty: 2475.367188
	Iteration 35Q: 3 clusters Score -414807.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -414812.062500 Penalty: 2475.367188
	Iteration 36Q: 3 clusters Score -414812.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -414818.250000 Penalty: 2475.367188
	Iteration 37Q: 3 clusters Score -414818.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -414823.968750 Penalty: 2475.367188
	Iteration 38Q: 3 clusters Score -414824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -414829.781250 Penalty: 2475.367188
	Iteration 39Q: 3 clusters Score -414829.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -414834.062500 Penalty: 2475.367188
	Iteration 40F: 3 clusters Score -414834.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -414837.562500 Penalty: 2475.367188
	Iteration 41Q: 3 clusters Score -414837.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -414841.031250 Penalty: 2475.367188
	Iteration 42Q: 3 clusters Score -414841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -414843.500000 Penalty: 2475.367188
	Iteration 43Q: 3 clusters Score -414843.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -414845.937500 Penalty: 2475.367188
	Iteration 44Q: 3 clusters Score -414845.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -414849.750000 Penalty: 2475.367188
	Iteration 45Q: 3 clusters Score -414849.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -414855.750000 Penalty: 2475.367188
	Iteration 46Q: 3 clusters Score -414855.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -414859.406250 Penalty: 2475.367188
	Iteration 47Q: 3 clusters Score -414859.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -414864.750000 Penalty: 2475.367188
	Iteration 48Q: 3 clusters Score -414864.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -414867.000000 Penalty: 2475.367188
	Iteration 49Q: 3 clusters Score -414867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -414868.406250 Penalty: 2475.367188
	Iteration 50Q: 3 clusters Score -414868.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -414872.093750 Penalty: 2475.367188
	Iteration 51Q: 3 clusters Score -414872.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -414874.187500 Penalty: 2475.367188
	Iteration 52Q: 3 clusters Score -414874.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -414875.031250 Penalty: 2475.367188
	Iteration 53Q: 3 clusters Score -414875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -414876.062500 Penalty: 2475.367188
	Iteration 54Q: 3 clusters Score -414876.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -414878.875000 Penalty: 2475.367188
	Iteration 55Q: 3 clusters Score -414878.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -414880.187500 Penalty: 2475.367188
	Iteration 56Q: 3 clusters Score -414880.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -414880.625000 Penalty: 2475.367188
	Iteration 57Q: 3 clusters Score -414880.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -414881.125000 Penalty: 2475.367188
	Iteration 58Q: 3 clusters Score -414881.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -414881.125000 Penalty: 2475.367188
	Iteration 59F: 3 clusters Score -414881.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (7737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Entering Unmasked Estep 
Score: -809205.687500 Penalty: 1332.320923
	Iteration 0F: 2 clusters Score -809205.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -803855.000000 Penalty: 2664.641846
	Iteration 0F: 3 clusters Score -803855 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -805522.062500 Penalty: 2664.641846
	Iteration 1F: 3 clusters Score -805522.1 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -805804.625000 Penalty: 2664.641846
	Iteration 2F: 3 clusters Score -805804.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -805989.937500 Penalty: 2664.641846
	Iteration 3F: 3 clusters Score -805989.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -806145.812500 Penalty: 2664.641846
	Iteration 4Q: 3 clusters Score -806145.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -806283.812500 Penalty: 2664.641846
	Iteration 5Q: 3 clusters Score -806283.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -806415.437500 Penalty: 2664.641846
	Iteration 6Q: 3 clusters Score -806415.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -806544.312500 Penalty: 2664.641846
	Iteration 7Q: 3 clusters Score -806544.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -806696.687500 Penalty: 2664.641846
	Iteration 8Q: 3 clusters Score -806696.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -806839.062500 Penalty: 2664.641846
	Iteration 9Q: 3 clusters Score -806839.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -807003.000000 Penalty: 2664.641846
	Iteration 10Q: 3 clusters Score -807003 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -807172.000000 Penalty: 2664.641846
	Iteration 11Q: 3 clusters Score -807172 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -807358.312500 Penalty: 2664.641846
	Iteration 12Q: 3 clusters Score -807358.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -807551.812500 Penalty: 2664.641846
	Iteration 13Q: 3 clusters Score -807551.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -807716.000000 Penalty: 2664.641846
	Iteration 14Q: 3 clusters Score -807716 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -807850.687500 Penalty: 2664.641846
	Iteration 15Q: 3 clusters Score -807850.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -807960.312500 Penalty: 2664.641846
	Iteration 16Q: 3 clusters Score -807960.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -808043.687500 Penalty: 2664.641846
	Iteration 17Q: 3 clusters Score -808043.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -808097.250000 Penalty: 2664.641846
	Iteration 18Q: 3 clusters Score -808097.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -808131.312500 Penalty: 2664.641846
	Iteration 19Q: 3 clusters Score -808131.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -808162.250000 Penalty: 2664.641846
	Iteration 20F: 3 clusters Score -808162.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -808181.687500 Penalty: 2664.641846
	Iteration 21Q: 3 clusters Score -808181.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -808196.062500 Penalty: 2664.641846
	Iteration 22Q: 3 clusters Score -808196.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -808211.625000 Penalty: 2664.641846
	Iteration 23Q: 3 clusters Score -808211.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -808222.812500 Penalty: 2664.641846
	Iteration 24Q: 3 clusters Score -808222.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -808229.812500 Penalty: 2664.641846
	Iteration 25Q: 3 clusters Score -808229.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -808239.937500 Penalty: 2664.641846
	Iteration 26Q: 3 clusters Score -808239.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -808248.312500 Penalty: 2664.641846
	Iteration 27Q: 3 clusters Score -808248.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -808253.250000 Penalty: 2664.641846
	Iteration 28Q: 3 clusters Score -808253.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -808256.125000 Penalty: 2664.641846
	Iteration 29Q: 3 clusters Score -808256.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -808258.125000 Penalty: 2664.641846
	Iteration 30Q: 3 clusters Score -808258.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -808260.750000 Penalty: 2664.641846
	Iteration 31Q: 3 clusters Score -808260.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -808261.312500 Penalty: 2664.641846
	Iteration 32Q: 3 clusters Score -808261.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -808262.000000 Penalty: 2664.641846
	Iteration 33Q: 3 clusters Score -808262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -808264.875000 Penalty: 2664.641846
	Iteration 34Q: 3 clusters Score -808264.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -808266.187500 Penalty: 2664.641846
	Iteration 35Q: 3 clusters Score -808266.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -808266.187500 Penalty: 2664.641846
	Iteration 36F: 3 clusters Score -808266.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61272 members 
Mstep: Class 2 contains 7458 members 
Mstep: Class 3 contains 6985 members 
Mstep: Class 4 contains 47761 members 
Mstep: Class 5 contains 8285 members 
Mstep: Class 6 contains 11277 members 
Mstep: Class 7 contains 51945 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11032 members 
Mstep: Class 10 contains 11466 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 12 contains 7461 members 
Mstep: Class 13 contains 20165 members 
Mstep: Class 14 contains 37412 members 
Mstep: Class 15 contains 16475 members 
Mstep: Class 16 contains 21637 members 
Mstep: Class 17 contains 24152 members 
Mstep: Class 18 contains 19600 members 
Mstep: Class 19 contains 413 members 
Mstep: Class 20 contains 196518 members 
Mstep: Class 21 contains 12042 members 
Mstep: Class 22 contains 1782 members 
Mstep: Class 23 contains 6025 members 
Mstep: Class 24 contains 2423 members 
Mstep: Class 25 contains 36644 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14823 members 
Mstep: Class 28 contains 18212 members 
Mstep: Class 29 contains 36359 members 
Mstep: Class 30 contains 10560 members 
Mstep: Class 31 contains 9714 members 
Mstep: Class 32 contains 961 members 
Mstep: Class 33 contains 7978 members 
Mstep: Class 34 contains 3843 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1621 members 
Mstep: Class 37 contains 4387 members 
Mstep: Class 38 contains 3532 members 
Mstep: Class 39 contains 34541 members 
Mstep: Class 40 contains 17987 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2088 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1901 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11647 members 
Mstep: Class 48 contains 1796 members 
Mstep: Class 49 contains 1349 members 
Mstep: Class 50 contains 20731 members 
Mstep: Class 51 contains 1007 members 
Mstep: Class 52 contains 4840 members 
Mstep: Class 53 contains 1355 members 
Mstep: Class 54 contains 8466 members 
Mstep: Class 55 contains 1695 members 
Mstep: Class 56 contains 4096 members 
Mstep: Class 57 contains 7737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88142040.000000 Penalty: 116282.218750
Iteration 439Q: 58 clusters Score -8.814204e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61302 members 
Mstep: Class 2 contains 7459 members 
Mstep: Class 3 contains 6985 members 
Mstep: Class 4 contains 47757 members 
Mstep: Class 5 contains 8288 members 
Mstep: Class 6 contains 11277 members 
Mstep: Class 7 contains 51938 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11032 members 
Mstep: Class 10 contains 11466 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 12 contains 7459 members 
Mstep: Class 13 contains 20169 members 
Mstep: Class 14 contains 37405 members 
Mstep: Class 15 contains 16475 members 
Mstep: Class 16 contains 21639 members 
Mstep: Class 17 contains 24118 members 
Mstep: Class 18 contains 19597 members 
Mstep: Class 19 contains 413 members 
Mstep: Class 20 contains 196504 members 
Mstep: Class 21 contains 12041 members 
Mstep: Class 22 contains 1782 members 
Mstep: Class 23 contains 6024 members 
Mstep: Class 24 contains 2426 members 
Mstep: Class 25 contains 36643 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14825 members 
Mstep: Class 28 contains 18212 members 
Mstep: Class 29 contains 36350 members 
Mstep: Class 30 contains 10560 members 
Mstep: Class 31 contains 9715 members 
Mstep: Class 32 contains 961 members 
Mstep: Class 33 contains 7977 members 
Mstep: Class 34 contains 3842 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1621 members 
Mstep: Class 37 contains 4388 members 
Mstep: Class 38 contains 3531 members 
Mstep: Class 39 contains 34544 members 
Mstep: Class 40 contains 17987 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2088 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1902 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11646 members 
Mstep: Class 48 contains 1796 members 
Mstep: Class 49 contains 1349 members 
Mstep: Class 50 contains 20729 members 
Mstep: Class 51 contains 1007 members 
Mstep: Class 52 contains 4840 members 
Mstep: Class 53 contains 1355 members 
Mstep: Class 54 contains 8496 members 
Mstep: Class 55 contains 1697 members 
Mstep: Class 56 contains 4095 members 
Mstep: Class 57 contains 7744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88142032.000000 Penalty: 116282.218750
Iteration 440F: 58 clusters Score -8.814203e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61327 members 
Mstep: Class 2 contains 7458 members 
Mstep: Class 3 contains 6985 members 
Mstep: Class 4 contains 47752 members 
Mstep: Class 5 contains 8294 members 
Mstep: Class 6 contains 11277 members 
Mstep: Class 7 contains 51927 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11032 members 
Mstep: Class 10 contains 11465 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 12 contains 7461 members 
Mstep: Class 13 contains 20174 members 
Mstep: Class 14 contains 37403 members 
Mstep: Class 15 contains 16475 members 
Mstep: Class 16 contains 21649 members 
Mstep: Class 17 contains 24084 members 
Mstep: Class 18 contains 19595 members 
Mstep: Class 19 contains 412 members 
Mstep: Class 20 contains 196492 members 
Mstep: Class 21 contains 12040 members 
Mstep: Class 22 contains 1782 members 
Mstep: Class 23 contains 6022 members 
Mstep: Class 24 contains 2427 members 
Mstep: Class 25 contains 36641 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14826 members 
Mstep: Class 28 contains 18201 members 
Mstep: Class 29 contains 36347 members 
Mstep: Class 30 contains 10561 members 
Mstep: Class 31 contains 9720 members 
Mstep: Class 32 contains 961 members 
Mstep: Class 33 contains 7975 members 
Mstep: Class 34 contains 3840 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1620 members 
Mstep: Class 37 contains 4389 members 
Mstep: Class 38 contains 3532 members 
Mstep: Class 39 contains 34546 members 
Mstep: Class 40 contains 17987 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2087 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1902 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11643 members 
Mstep: Class 48 contains 1796 members 
Mstep: Class 49 contains 1349 members 
Mstep: Class 50 contains 20728 members 
Mstep: Class 51 contains 1007 members 
Mstep: Class 52 contains 4840 members 
Mstep: Class 53 contains 1356 members 
Mstep: Class 54 contains 8524 members 
Mstep: Class 55 contains 1698 members 
Mstep: Class 56 contains 4094 members 
Mstep: Class 57 contains 7753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141984.000000 Penalty: 116282.218750
Iteration 441Q: 58 clusters Score -8.814198e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61348 members 
Mstep: Class 2 contains 7462 members 
Mstep: Class 3 contains 6985 members 
Mstep: Class 4 contains 47748 members 
Mstep: Class 5 contains 8295 members 
Mstep: Class 6 contains 11277 members 
Mstep: Class 7 contains 51914 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11032 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 12 contains 7459 members 
Mstep: Class 13 contains 20179 members 
Mstep: Class 14 contains 37404 members 
Mstep: Class 15 contains 16475 members 
Mstep: Class 16 contains 21654 members 
Mstep: Class 17 contains 24051 members 
Mstep: Class 18 contains 19596 members 
Mstep: Class 19 contains 412 members 
Mstep: Class 20 contains 196490 members 
Mstep: Class 21 contains 12041 members 
Mstep: Class 22 contains 1781 members 
Mstep: Class 23 contains 6018 members 
Mstep: Class 24 contains 2430 members 
Mstep: Class 25 contains 36636 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14825 members 
Mstep: Class 28 contains 18193 members 
Mstep: Class 29 contains 36340 members 
Mstep: Class 30 contains 10563 members 
Mstep: Class 31 contains 9727 members 
Mstep: Class 32 contains 961 members 
Mstep: Class 33 contains 7975 members 
Mstep: Class 34 contains 3839 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1620 members 
Mstep: Class 37 contains 4391 members 
Mstep: Class 38 contains 3534 members 
Mstep: Class 39 contains 34550 members 
Mstep: Class 40 contains 17987 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2084 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1902 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11644 members 
Mstep: Class 48 contains 1796 members 
Mstep: Class 49 contains 1349 members 
Mstep: Class 50 contains 20727 members 
Mstep: Class 51 contains 1007 members 
Mstep: Class 52 contains 4839 members 
Mstep: Class 53 contains 1357 members 
Mstep: Class 54 contains 8547 members 
Mstep: Class 55 contains 1697 members 
Mstep: Class 56 contains 4094 members 
Mstep: Class 57 contains 7758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88142064.000000 Penalty: 116282.218750
Iteration 442Q: 58 clusters Score -8.814206e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61372 members 
Mstep: Class 2 contains 7465 members 
Mstep: Class 3 contains 6986 members 
Mstep: Class 4 contains 47743 members 
Mstep: Class 5 contains 8295 members 
Mstep: Class 6 contains 11278 members 
Mstep: Class 7 contains 51903 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11032 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 12 contains 7459 members 
Mstep: Class 13 contains 20181 members 
Mstep: Class 14 contains 37405 members 
Mstep: Class 15 contains 16473 members 
Mstep: Class 16 contains 21661 members 
Mstep: Class 17 contains 24015 members 
Mstep: Class 18 contains 19595 members 
Mstep: Class 19 contains 412 members 
Mstep: Class 20 contains 196476 members 
Mstep: Class 21 contains 12041 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 6018 members 
Mstep: Class 24 contains 2435 members 
Mstep: Class 25 contains 36631 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14825 members 
Mstep: Class 28 contains 18190 members 
Mstep: Class 29 contains 36332 members 
Mstep: Class 30 contains 10565 members 
Mstep: Class 31 contains 9742 members 
Mstep: Class 32 contains 961 members 
Mstep: Class 33 contains 7975 members 
Mstep: Class 34 contains 3836 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1620 members 
Mstep: Class 37 contains 4391 members 
Mstep: Class 38 contains 3536 members 
Mstep: Class 39 contains 34554 members 
Mstep: Class 40 contains 17987 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2080 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1901 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11643 members 
Mstep: Class 48 contains 1796 members 
Mstep: Class 49 contains 1349 members 
Mstep: Class 50 contains 20723 members 
Mstep: Class 51 contains 1007 members 
Mstep: Class 52 contains 4839 members 
Mstep: Class 53 contains 1357 members 
Mstep: Class 54 contains 8569 members 
Mstep: Class 55 contains 1698 members 
Mstep: Class 56 contains 4094 members 
Mstep: Class 57 contains 7767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88142040.000000 Penalty: 116282.218750
Iteration 443Q: 58 clusters Score -8.814204e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61394 members 
Mstep: Class 2 contains 7469 members 
Mstep: Class 3 contains 6986 members 
Mstep: Class 4 contains 47736 members 
Mstep: Class 5 contains 8293 members 
Mstep: Class 6 contains 11280 members 
Mstep: Class 7 contains 51901 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11032 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 12 contains 7459 members 
Mstep: Class 13 contains 20191 members 
Mstep: Class 14 contains 37403 members 
Mstep: Class 15 contains 16472 members 
Mstep: Class 16 contains 21662 members 
Mstep: Class 17 contains 23971 members 
Mstep: Class 18 contains 19594 members 
Mstep: Class 19 contains 412 members 
Mstep: Class 20 contains 196464 members 
Mstep: Class 21 contains 12040 members 
Mstep: Class 22 contains 1778 members 
Mstep: Class 23 contains 6016 members 
Mstep: Class 24 contains 2436 members 
Mstep: Class 25 contains 36625 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14825 members 
Mstep: Class 28 contains 18185 members 
Mstep: Class 29 contains 36327 members 
Mstep: Class 30 contains 10566 members 
Mstep: Class 31 contains 9745 members 
Mstep: Class 32 contains 961 members 
Mstep: Class 33 contains 7975 members 
Mstep: Class 34 contains 3835 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1620 members 
Mstep: Class 37 contains 4392 members 
Mstep: Class 38 contains 3540 members 
Mstep: Class 39 contains 34557 members 
Mstep: Class 40 contains 17987 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2076 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1900 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11649 members 
Mstep: Class 48 contains 1796 members 
Mstep: Class 49 contains 1349 members 
Mstep: Class 50 contains 20719 members 
Mstep: Class 51 contains 1006 members 
Mstep: Class 52 contains 4839 members 
Mstep: Class 53 contains 1358 members 
Mstep: Class 54 contains 8602 members 
Mstep: Class 55 contains 1699 members 
Mstep: Class 56 contains 4095 members 
Mstep: Class 57 contains 7776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88141992.000000 Penalty: 116282.218750
Iteration 444Q: 58 clusters Score -8.814199e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61411 members 
Mstep: Class 2 contains 7471 members 
Mstep: Class 3 contains 6987 members 
Mstep: Class 4 contains 47731 members 
Mstep: Class 5 contains 8293 members 
Mstep: Class 6 contains 11281 members 
Mstep: Class 7 contains 51885 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11032 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 12 contains 7459 members 
Mstep: Class 13 contains 20191 members 
Mstep: Class 14 contains 37406 members 
Mstep: Class 15 contains 16471 members 
Mstep: Class 16 contains 21660 members 
Mstep: Class 17 contains 23947 members 
Mstep: Class 18 contains 19594 members 
Mstep: Class 19 contains 413 members 
Mstep: Class 20 contains 196457 members 
Mstep: Class 21 contains 12042 members 
Mstep: Class 22 contains 1777 members 
Mstep: Class 23 contains 6016 members 
Mstep: Class 24 contains 2442 members 
Mstep: Class 25 contains 36623 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14825 members 
Mstep: Class 28 contains 18187 members 
Mstep: Class 29 contains 36316 members 
Mstep: Class 30 contains 10567 members 
Mstep: Class 31 contains 9744 members 
Mstep: Class 32 contains 962 members 
Mstep: Class 33 contains 7975 members 
Mstep: Class 34 contains 3835 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1620 members 
Mstep: Class 37 contains 4392 members 
Mstep: Class 38 contains 3541 members 
Mstep: Class 39 contains 34560 members 
Mstep: Class 40 contains 17987 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2073 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1899 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11648 members 
Mstep: Class 48 contains 1796 members 
Mstep: Class 49 contains 1349 members 
Mstep: Class 50 contains 20713 members 
Mstep: Class 51 contains 1006 members 
Mstep: Class 52 contains 4839 members 
Mstep: Class 53 contains 1359 members 
Mstep: Class 54 contains 8636 members 
Mstep: Class 55 contains 1699 members 
Mstep: Class 56 contains 4095 members 
Mstep: Class 57 contains 7781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88142024.000000 Penalty: 116282.218750
Iteration 445Q: 58 clusters Score -8.814202e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61430 members 
Mstep: Class 2 contains 7473 members 
Mstep: Class 3 contains 6987 members 
Mstep: Class 4 contains 47730 members 
Mstep: Class 5 contains 8294 members 
Mstep: Class 6 contains 11281 members 
Mstep: Class 7 contains 51870 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11032 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 12 contains 7459 members 
Mstep: Class 13 contains 20194 members 
Mstep: Class 14 contains 37403 members 
Mstep: Class 15 contains 16471 members 
Mstep: Class 16 contains 21658 members 
Mstep: Class 17 contains 23910 members 
Mstep: Class 18 contains 19594 members 
Mstep: Class 19 contains 413 members 
Mstep: Class 20 contains 196454 members 
Mstep: Class 21 contains 12040 members 
Mstep: Class 22 contains 1776 members 
Mstep: Class 23 contains 6018 members 
Mstep: Class 24 contains 2447 members 
Mstep: Class 25 contains 36624 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14825 members 
Mstep: Class 28 contains 18190 members 
Mstep: Class 29 contains 36309 members 
Mstep: Class 30 contains 10567 members 
Mstep: Class 31 contains 9741 members 
Mstep: Class 32 contains 962 members 
Mstep: Class 33 contains 7975 members 
Mstep: Class 34 contains 3834 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1620 members 
Mstep: Class 37 contains 4395 members 
Mstep: Class 38 contains 3538 members 
Mstep: Class 39 contains 34565 members 
Mstep: Class 40 contains 17987 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2071 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1901 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11646 members 
Mstep: Class 48 contains 1796 members 
Mstep: Class 49 contains 1349 members 
Mstep: Class 50 contains 20708 members 
Mstep: Class 51 contains 1006 members 
Mstep: Class 52 contains 4839 members 
Mstep: Class 53 contains 1359 members 
Mstep: Class 54 contains 8674 members 
Mstep: Class 55 contains 1700 members 
Mstep: Class 56 contains 4094 members 
Mstep: Class 57 contains 7784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88142024.000000 Penalty: 116282.218750
Iteration 446Q: 58 clusters Score -8.814202e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61461 members 
Mstep: Class 2 contains 7472 members 
Mstep: Class 3 contains 6987 members 
Mstep: Class 4 contains 47729 members 
Mstep: Class 5 contains 8295 members 
Mstep: Class 6 contains 11280 members 
Mstep: Class 7 contains 51855 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11032 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 12 contains 7459 members 
Mstep: Class 13 contains 20195 members 
Mstep: Class 14 contains 37401 members 
Mstep: Class 15 contains 16471 members 
Mstep: Class 16 contains 21653 members 
Mstep: Class 17 contains 23884 members 
Mstep: Class 18 contains 19593 members 
Mstep: Class 19 contains 413 members 
Mstep: Class 20 contains 196451 members 
Mstep: Class 21 contains 12040 members 
Mstep: Class 22 contains 1773 members 
Mstep: Class 23 contains 6016 members 
Mstep: Class 24 contains 2450 members 
Mstep: Class 25 contains 36624 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14825 members 
Mstep: Class 28 contains 18189 members 
Mstep: Class 29 contains 36306 members 
Mstep: Class 30 contains 10567 members 
Mstep: Class 31 contains 9736 members 
Mstep: Class 32 contains 962 members 
Mstep: Class 33 contains 7974 members 
Mstep: Class 34 contains 3831 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1622 members 
Mstep: Class 37 contains 4396 members 
Mstep: Class 38 contains 3535 members 
Mstep: Class 39 contains 34572 members 
Mstep: Class 40 contains 17988 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2067 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1902 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11649 members 
Mstep: Class 48 contains 1796 members 
Mstep: Class 49 contains 1349 members 
Mstep: Class 50 contains 20708 members 
Mstep: Class 51 contains 1006 members 
Mstep: Class 52 contains 4839 members 
Mstep: Class 53 contains 1358 members 
Mstep: Class 54 contains 8698 members 
Mstep: Class 55 contains 1701 members 
Mstep: Class 56 contains 4094 members 
Mstep: Class 57 contains 7789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88142040.000000 Penalty: 116282.218750
Iteration 447Q: 58 clusters Score -8.814204e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61476 members 
Mstep: Class 2 contains 7472 members 
Mstep: Class 3 contains 6987 members 
Mstep: Class 4 contains 47731 members 
Mstep: Class 5 contains 8297 members 
Mstep: Class 6 contains 11280 members 
Mstep: Class 7 contains 51847 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11032 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 12 contains 7460 members 
Mstep: Class 13 contains 20198 members 
Mstep: Class 14 contains 37400 members 
Mstep: Class 15 contains 16471 members 
Mstep: Class 16 contains 21650 members 
Mstep: Class 17 contains 23864 members 
Mstep: Class 18 contains 19592 members 
Mstep: Class 19 contains 413 members 
Mstep: Class 20 contains 196442 members 
Mstep: Class 21 contains 12040 members 
Mstep: Class 22 contains 1771 members 
Mstep: Class 23 contains 6018 members 
Mstep: Class 24 contains 2455 members 
Mstep: Class 25 contains 36621 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14825 members 
Mstep: Class 28 contains 18189 members 
Mstep: Class 29 contains 36300 members 
Mstep: Class 30 contains 10567 members 
Mstep: Class 31 contains 9737 members 
Mstep: Class 32 contains 960 members 
Mstep: Class 33 contains 7974 members 
Mstep: Class 34 contains 3828 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1622 members 
Mstep: Class 37 contains 4396 members 
Mstep: Class 38 contains 3535 members 
Mstep: Class 39 contains 34578 members 
Mstep: Class 40 contains 17988 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2067 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1904 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11651 members 
Mstep: Class 48 contains 1795 members 
Mstep: Class 49 contains 1349 members 
Mstep: Class 50 contains 20707 members 
Mstep: Class 51 contains 1006 members 
Mstep: Class 52 contains 4839 members 
Mstep: Class 53 contains 1358 members 
Mstep: Class 54 contains 8714 members 
Mstep: Class 55 contains 1700 members 
Mstep: Class 56 contains 4094 members 
Mstep: Class 57 contains 7793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88142040.000000 Penalty: 116282.218750
Iteration 448Q: 58 clusters Score -8.814204e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61496 members 
Mstep: Class 2 contains 7474 members 
Mstep: Class 3 contains 6987 members 
Mstep: Class 4 contains 47732 members 
Mstep: Class 5 contains 8295 members 
Mstep: Class 6 contains 11280 members 
Mstep: Class 7 contains 51827 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11032 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 12 contains 7461 members 
Mstep: Class 13 contains 20202 members 
Mstep: Class 14 contains 37395 members 
Mstep: Class 15 contains 16471 members 
Mstep: Class 16 contains 21653 members 
Mstep: Class 17 contains 23830 members 
Mstep: Class 18 contains 19590 members 
Mstep: Class 19 contains 413 members 
Mstep: Class 20 contains 196438 members 
Mstep: Class 21 contains 12039 members 
Mstep: Class 22 contains 1771 members 
Mstep: Class 23 contains 6021 members 
Mstep: Class 24 contains 2458 members 
Mstep: Class 25 contains 36619 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14827 members 
Mstep: Class 28 contains 18192 members 
Mstep: Class 29 contains 36293 members 
Mstep: Class 30 contains 10567 members 
Mstep: Class 31 contains 9738 members 
Mstep: Class 32 contains 958 members 
Mstep: Class 33 contains 7974 members 
Mstep: Class 34 contains 3827 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1623 members 
Mstep: Class 37 contains 4394 members 
Mstep: Class 38 contains 3537 members 
Mstep: Class 39 contains 34582 members 
Mstep: Class 40 contains 17988 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2065 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1904 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11651 members 
Mstep: Class 48 contains 1794 members 
Mstep: Class 49 contains 1349 members 
Mstep: Class 50 contains 20706 members 
Mstep: Class 51 contains 1006 members 
Mstep: Class 52 contains 4839 members 
Mstep: Class 53 contains 1358 members 
Mstep: Class 54 contains 8745 members 
Mstep: Class 55 contains 1700 members 
Mstep: Class 56 contains 4094 members 
Mstep: Class 57 contains 7798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88142168.000000 Penalty: 116282.218750
Iteration 449Q: 58 clusters Score -8.814217e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61513 members 
Mstep: Class 2 contains 7474 members 
Mstep: Class 3 contains 6987 members 
Mstep: Class 4 contains 47732 members 
Mstep: Class 5 contains 8296 members 
Mstep: Class 6 contains 11280 members 
Mstep: Class 7 contains 51819 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11032 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 12 contains 7463 members 
Mstep: Class 13 contains 20206 members 
Mstep: Class 14 contains 37389 members 
Mstep: Class 15 contains 16471 members 
Mstep: Class 16 contains 21654 members 
Mstep: Class 17 contains 23797 members 
Mstep: Class 18 contains 19588 members 
Mstep: Class 19 contains 413 members 
Mstep: Class 20 contains 196433 members 
Mstep: Class 21 contains 12037 members 
Mstep: Class 22 contains 1770 members 
Mstep: Class 23 contains 6022 members 
Mstep: Class 24 contains 2459 members 
Mstep: Class 25 contains 36615 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14827 members 
Mstep: Class 28 contains 18191 members 
Mstep: Class 29 contains 36289 members 
Mstep: Class 30 contains 10567 members 
Mstep: Class 31 contains 9740 members 
Mstep: Class 32 contains 956 members 
Mstep: Class 33 contains 7974 members 
Mstep: Class 34 contains 3827 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1623 members 
Mstep: Class 37 contains 4394 members 
Mstep: Class 38 contains 3537 members 
Mstep: Class 39 contains 34586 members 
Mstep: Class 40 contains 17988 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2064 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1904 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11648 members 
Mstep: Class 48 contains 1794 members 
Mstep: Class 49 contains 1349 members 
Mstep: Class 50 contains 20706 members 
Mstep: Class 51 contains 1007 members 
Mstep: Class 52 contains 4838 members 
Mstep: Class 53 contains 1358 members 
Mstep: Class 54 contains 8779 members 
Mstep: Class 55 contains 1700 members 
Mstep: Class 56 contains 4094 members 
Mstep: Class 57 contains 7803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88142096.000000 Penalty: 116282.218750
Iteration 450Q: 58 clusters Score -8.81421e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61528 members 
Mstep: Class 2 contains 7476 members 
Mstep: Class 3 contains 6987 members 
Mstep: Class 4 contains 47728 members 
Mstep: Class 5 contains 8300 members 
Mstep: Class 6 contains 11280 members 
Mstep: Class 7 contains 51814 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11032 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 12 contains 7462 members 
Mstep: Class 13 contains 20209 members 
Mstep: Class 14 contains 37382 members 
Mstep: Class 15 contains 16471 members 
Mstep: Class 16 contains 21656 members 
Mstep: Class 17 contains 23754 members 
Mstep: Class 18 contains 19587 members 
Mstep: Class 19 contains 413 members 
Mstep: Class 20 contains 196430 members 
Mstep: Class 21 contains 12036 members 
Mstep: Class 22 contains 1772 members 
Mstep: Class 23 contains 6023 members 
Mstep: Class 24 contains 2459 members 
Mstep: Class 25 contains 36609 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14828 members 
Mstep: Class 28 contains 18196 members 
Mstep: Class 29 contains 36283 members 
Mstep: Class 30 contains 10567 members 
Mstep: Class 31 contains 9743 members 
Mstep: Class 32 contains 954 members 
Mstep: Class 33 contains 7974 members 
Mstep: Class 34 contains 3822 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1624 members 
Mstep: Class 37 contains 4394 members 
Mstep: Class 38 contains 3539 members 
Mstep: Class 39 contains 34588 members 
Mstep: Class 40 contains 17988 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2061 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1905 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11652 members 
Mstep: Class 48 contains 1793 members 
Mstep: Class 49 contains 1349 members 
Mstep: Class 50 contains 20707 members 
Mstep: Class 51 contains 1007 members 
Mstep: Class 52 contains 4837 members 
Mstep: Class 53 contains 1358 members 
Mstep: Class 54 contains 8818 members 
Mstep: Class 55 contains 1700 members 
Mstep: Class 56 contains 4093 members 
Mstep: Class 57 contains 7805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88142080.000000 Penalty: 116282.218750
Iteration 451Q: 58 clusters Score -8.814208e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61542 members 
Mstep: Class 2 contains 7475 members 
Mstep: Class 3 contains 6987 members 
Mstep: Class 4 contains 47725 members 
Mstep: Class 5 contains 8296 members 
Mstep: Class 6 contains 11279 members 
Mstep: Class 7 contains 51810 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11032 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 12 contains 7462 members 
Mstep: Class 13 contains 20217 members 
Mstep: Class 14 contains 37374 members 
Mstep: Class 15 contains 16471 members 
Mstep: Class 16 contains 21656 members 
Mstep: Class 17 contains 23714 members 
Mstep: Class 18 contains 19586 members 
Mstep: Class 19 contains 413 members 
Mstep: Class 20 contains 196430 members 
Mstep: Class 21 contains 12035 members 
Mstep: Class 22 contains 1772 members 
Mstep: Class 23 contains 6028 members 
Mstep: Class 24 contains 2458 members 
Mstep: Class 25 contains 36605 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14828 members 
Mstep: Class 28 contains 18203 members 
Mstep: Class 29 contains 36278 members 
Mstep: Class 30 contains 10567 members 
Mstep: Class 31 contains 9744 members 
Mstep: Class 32 contains 952 members 
Mstep: Class 33 contains 7974 members 
Mstep: Class 34 contains 3820 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1624 members 
Mstep: Class 37 contains 4396 members 
Mstep: Class 38 contains 3540 members 
Mstep: Class 39 contains 34587 members 
Mstep: Class 40 contains 17988 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2060 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1906 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11656 members 
Mstep: Class 48 contains 1793 members 
Mstep: Class 49 contains 1348 members 
Mstep: Class 50 contains 20708 members 
Mstep: Class 51 contains 1008 members 
Mstep: Class 52 contains 4837 members 
Mstep: Class 53 contains 1358 members 
Mstep: Class 54 contains 8852 members 
Mstep: Class 55 contains 1700 members 
Mstep: Class 56 contains 4092 members 
Mstep: Class 57 contains 7807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88142144.000000 Penalty: 116282.218750
Iteration 452Q: 58 clusters Score -8.814214e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61548 members 
Mstep: Class 2 contains 7476 members 
Mstep: Class 3 contains 6987 members 
Mstep: Class 4 contains 47722 members 
Mstep: Class 5 contains 8298 members 
Mstep: Class 6 contains 11280 members 
Mstep: Class 7 contains 51805 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11032 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 12 contains 7463 members 
Mstep: Class 13 contains 20220 members 
Mstep: Class 14 contains 37367 members 
Mstep: Class 15 contains 16471 members 
Mstep: Class 16 contains 21660 members 
Mstep: Class 17 contains 23678 members 
Mstep: Class 18 contains 19583 members 
Mstep: Class 19 contains 413 members 
Mstep: Class 20 contains 196439 members 
Mstep: Class 21 contains 12034 members 
Mstep: Class 22 contains 1771 members 
Mstep: Class 23 contains 6027 members 
Mstep: Class 24 contains 2458 members 
Mstep: Class 25 contains 36603 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14828 members 
Mstep: Class 28 contains 18204 members 
Mstep: Class 29 contains 36273 members 
Mstep: Class 30 contains 10567 members 
Mstep: Class 31 contains 9747 members 
Mstep: Class 32 contains 951 members 
Mstep: Class 33 contains 7974 members 
Mstep: Class 34 contains 3818 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1624 members 
Mstep: Class 37 contains 4397 members 
Mstep: Class 38 contains 3539 members 
Mstep: Class 39 contains 34587 members 
Mstep: Class 40 contains 17988 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2061 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1906 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11659 members 
Mstep: Class 48 contains 1793 members 
Mstep: Class 49 contains 1348 members 
Mstep: Class 50 contains 20707 members 
Mstep: Class 51 contains 1009 members 
Mstep: Class 52 contains 4837 members 
Mstep: Class 53 contains 1358 members 
Mstep: Class 54 contains 8881 members 
Mstep: Class 55 contains 1700 members 
Mstep: Class 56 contains 4093 members 
Mstep: Class 57 contains 7809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88142176.000000 Penalty: 116282.218750
Iteration 453Q: 58 clusters Score -8.814218e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61558 members 
Mstep: Class 2 contains 7477 members 
Mstep: Class 3 contains 6987 members 
Mstep: Class 4 contains 47721 members 
Mstep: Class 5 contains 8297 members 
Mstep: Class 6 contains 11279 members 
Mstep: Class 7 contains 51796 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11032 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 12 contains 7463 members 
Mstep: Class 13 contains 20218 members 
Mstep: Class 14 contains 37358 members 
Mstep: Class 15 contains 16471 members 
Mstep: Class 16 contains 21667 members 
Mstep: Class 17 contains 23644 members 
Mstep: Class 18 contains 19582 members 
Mstep: Class 19 contains 413 members 
Mstep: Class 20 contains 196440 members 
Mstep: Class 21 contains 12035 members 
Mstep: Class 22 contains 1772 members 
Mstep: Class 23 contains 6026 members 
Mstep: Class 24 contains 2458 members 
Mstep: Class 25 contains 36603 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14828 members 
Mstep: Class 28 contains 18205 members 
Mstep: Class 29 contains 36266 members 
Mstep: Class 30 contains 10567 members 
Mstep: Class 31 contains 9751 members 
Mstep: Class 32 contains 951 members 
Mstep: Class 33 contains 7974 members 
Mstep: Class 34 contains 3816 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1624 members 
Mstep: Class 37 contains 4399 members 
Mstep: Class 38 contains 3539 members 
Mstep: Class 39 contains 34590 members 
Mstep: Class 40 contains 17988 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2057 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1906 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11662 members 
Mstep: Class 48 contains 1793 members 
Mstep: Class 49 contains 1348 members 
Mstep: Class 50 contains 20706 members 
Mstep: Class 51 contains 1009 members 
Mstep: Class 52 contains 4838 members 
Mstep: Class 53 contains 1358 members 
Mstep: Class 54 contains 8916 members 
Mstep: Class 55 contains 1700 members 
Mstep: Class 56 contains 4094 members 
Mstep: Class 57 contains 7811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88142160.000000 Penalty: 116282.218750
Iteration 454Q: 58 clusters Score -8.814216e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61567 members 
Mstep: Class 2 contains 7477 members 
Mstep: Class 3 contains 6987 members 
Mstep: Class 4 contains 47718 members 
Mstep: Class 5 contains 8294 members 
Mstep: Class 6 contains 11281 members 
Mstep: Class 7 contains 51785 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11032 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 12 contains 7463 members 
Mstep: Class 13 contains 20218 members 
Mstep: Class 14 contains 37352 members 
Mstep: Class 15 contains 16471 members 
Mstep: Class 16 contains 21672 members 
Mstep: Class 17 contains 23599 members 
Mstep: Class 18 contains 19582 members 
Mstep: Class 19 contains 413 members 
Mstep: Class 20 contains 196438 members 
Mstep: Class 21 contains 12036 members 
Mstep: Class 22 contains 1774 members 
Mstep: Class 23 contains 6028 members 
Mstep: Class 24 contains 2458 members 
Mstep: Class 25 contains 36605 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14828 members 
Mstep: Class 28 contains 18209 members 
Mstep: Class 29 contains 36262 members 
Mstep: Class 30 contains 10567 members 
Mstep: Class 31 contains 9755 members 
Mstep: Class 32 contains 951 members 
Mstep: Class 33 contains 7974 members 
Mstep: Class 34 contains 3815 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1624 members 
Mstep: Class 37 contains 4401 members 
Mstep: Class 38 contains 3539 members 
Mstep: Class 39 contains 34591 members 
Mstep: Class 40 contains 17988 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2055 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1908 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11667 members 
Mstep: Class 48 contains 1793 members 
Mstep: Class 49 contains 1348 members 
Mstep: Class 50 contains 20705 members 
Mstep: Class 51 contains 1009 members 
Mstep: Class 52 contains 4839 members 
Mstep: Class 53 contains 1358 members 
Mstep: Class 54 contains 8947 members 
Mstep: Class 55 contains 1701 members 
Mstep: Class 56 contains 4096 members 
Mstep: Class 57 contains 7813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88142176.000000 Penalty: 116282.218750
Iteration 455Q: 58 clusters Score -8.814218e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61584 members 
Mstep: Class 2 contains 7479 members 
Mstep: Class 3 contains 6987 members 
Mstep: Class 4 contains 47718 members 
Mstep: Class 5 contains 8295 members 
Mstep: Class 6 contains 11280 members 
Mstep: Class 7 contains 51780 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11032 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 12 contains 7463 members 
Mstep: Class 13 contains 20220 members 
Mstep: Class 14 contains 37351 members 
Mstep: Class 15 contains 16471 members 
Mstep: Class 16 contains 21679 members 
Mstep: Class 17 contains 23559 members 
Mstep: Class 18 contains 19582 members 
Mstep: Class 19 contains 413 members 
Mstep: Class 20 contains 196441 members 
Mstep: Class 21 contains 12036 members 
Mstep: Class 22 contains 1774 members 
Mstep: Class 23 contains 6028 members 
Mstep: Class 24 contains 2459 members 
Mstep: Class 25 contains 36602 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14828 members 
Mstep: Class 28 contains 18206 members 
Mstep: Class 29 contains 36259 members 
Mstep: Class 30 contains 10567 members 
Mstep: Class 31 contains 9761 members 
Mstep: Class 32 contains 951 members 
Mstep: Class 33 contains 7974 members 
Mstep: Class 34 contains 3814 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1624 members 
Mstep: Class 37 contains 4402 members 
Mstep: Class 38 contains 3538 members 
Mstep: Class 39 contains 34591 members 
Mstep: Class 40 contains 17988 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2054 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1908 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11665 members 
Mstep: Class 48 contains 1793 members 
Mstep: Class 49 contains 1348 members 
Mstep: Class 50 contains 20702 members 
Mstep: Class 51 contains 1009 members 
Mstep: Class 52 contains 4840 members 
Mstep: Class 53 contains 1358 members 
Mstep: Class 54 contains 8966 members 
Mstep: Class 55 contains 1702 members 
Mstep: Class 56 contains 4095 members 
Mstep: Class 57 contains 7817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88142248.000000 Penalty: 116282.218750
Iteration 456Q: 58 clusters Score -8.814225e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61600 members 
Mstep: Class 2 contains 7483 members 
Mstep: Class 3 contains 6987 members 
Mstep: Class 4 contains 47721 members 
Mstep: Class 5 contains 8296 members 
Mstep: Class 6 contains 11280 members 
Mstep: Class 7 contains 51781 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11032 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 12 contains 7463 members 
Mstep: Class 13 contains 20222 members 
Mstep: Class 14 contains 37345 members 
Mstep: Class 15 contains 16471 members 
Mstep: Class 16 contains 21681 members 
Mstep: Class 17 contains 23522 members 
Mstep: Class 18 contains 19582 members 
Mstep: Class 19 contains 413 members 
Mstep: Class 20 contains 196438 members 
Mstep: Class 21 contains 12035 members 
Mstep: Class 22 contains 1774 members 
Mstep: Class 23 contains 6032 members 
Mstep: Class 24 contains 2459 members 
Mstep: Class 25 contains 36594 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14828 members 
Mstep: Class 28 contains 18203 members 
Mstep: Class 29 contains 36254 members 
Mstep: Class 30 contains 10567 members 
Mstep: Class 31 contains 9765 members 
Mstep: Class 32 contains 951 members 
Mstep: Class 33 contains 7974 members 
Mstep: Class 34 contains 3813 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1624 members 
Mstep: Class 37 contains 4402 members 
Mstep: Class 38 contains 3539 members 
Mstep: Class 39 contains 34592 members 
Mstep: Class 40 contains 17988 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2050 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1908 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11667 members 
Mstep: Class 48 contains 1793 members 
Mstep: Class 49 contains 1348 members 
Mstep: Class 50 contains 20703 members 
Mstep: Class 51 contains 1009 members 
Mstep: Class 52 contains 4840 members 
Mstep: Class 53 contains 1358 members 
Mstep: Class 54 contains 8988 members 
Mstep: Class 55 contains 1703 members 
Mstep: Class 56 contains 4095 members 
Mstep: Class 57 contains 7820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88142192.000000 Penalty: 116282.218750
Iteration 457Q: 58 clusters Score -8.814219e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61619 members 
Mstep: Class 2 contains 7484 members 
Mstep: Class 3 contains 6987 members 
Mstep: Class 4 contains 47721 members 
Mstep: Class 5 contains 8299 members 
Mstep: Class 6 contains 11279 members 
Mstep: Class 7 contains 51782 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11032 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 12 contains 7464 members 
Mstep: Class 13 contains 20226 members 
Mstep: Class 14 contains 37342 members 
Mstep: Class 15 contains 16471 members 
Mstep: Class 16 contains 21678 members 
Mstep: Class 17 contains 23490 members 
Mstep: Class 18 contains 19582 members 
Mstep: Class 19 contains 413 members 
Mstep: Class 20 contains 196435 members 
Mstep: Class 21 contains 12033 members 
Mstep: Class 22 contains 1775 members 
Mstep: Class 23 contains 6033 members 
Mstep: Class 24 contains 2459 members 
Mstep: Class 25 contains 36592 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14828 members 
Mstep: Class 28 contains 18203 members 
Mstep: Class 29 contains 36243 members 
Mstep: Class 30 contains 10567 members 
Mstep: Class 31 contains 9769 members 
Mstep: Class 32 contains 950 members 
Mstep: Class 33 contains 7972 members 
Mstep: Class 34 contains 3811 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1624 members 
Mstep: Class 37 contains 4403 members 
Mstep: Class 38 contains 3541 members 
Mstep: Class 39 contains 34594 members 
Mstep: Class 40 contains 17988 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2045 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1908 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11670 members 
Mstep: Class 48 contains 1793 members 
Mstep: Class 49 contains 1348 members 
Mstep: Class 50 contains 20704 members 
Mstep: Class 51 contains 1009 members 
Mstep: Class 52 contains 4840 members 
Mstep: Class 53 contains 1358 members 
Mstep: Class 54 contains 9011 members 
Mstep: Class 55 contains 1704 members 
Mstep: Class 56 contains 4094 members 
Mstep: Class 57 contains 7820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88142104.000000 Penalty: 116282.218750
Iteration 458Q: 58 clusters Score -8.81421e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61631 members 
Mstep: Class 2 contains 7481 members 
Mstep: Class 3 contains 6987 members 
Mstep: Class 4 contains 47720 members 
Mstep: Class 5 contains 8295 members 
Mstep: Class 6 contains 11277 members 
Mstep: Class 7 contains 51779 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11033 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 12 contains 7463 members 
Mstep: Class 13 contains 20238 members 
Mstep: Class 14 contains 37338 members 
Mstep: Class 15 contains 16471 members 
Mstep: Class 16 contains 21680 members 
Mstep: Class 17 contains 23470 members 
Mstep: Class 18 contains 19581 members 
Mstep: Class 19 contains 413 members 
Mstep: Class 20 contains 196432 members 
Mstep: Class 21 contains 12032 members 
Mstep: Class 22 contains 1774 members 
Mstep: Class 23 contains 6034 members 
Mstep: Class 24 contains 2459 members 
Mstep: Class 25 contains 36590 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14828 members 
Mstep: Class 28 contains 18204 members 
Mstep: Class 29 contains 36238 members 
Mstep: Class 30 contains 10567 members 
Mstep: Class 31 contains 9768 members 
Mstep: Class 32 contains 950 members 
Mstep: Class 33 contains 7972 members 
Mstep: Class 34 contains 3811 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1625 members 
Mstep: Class 37 contains 4403 members 
Mstep: Class 38 contains 3542 members 
Mstep: Class 39 contains 34595 members 
Mstep: Class 40 contains 17988 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2042 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1908 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11673 members 
Mstep: Class 48 contains 1793 members 
Mstep: Class 49 contains 1348 members 
Mstep: Class 50 contains 20704 members 
Mstep: Class 51 contains 1009 members 
Mstep: Class 52 contains 4840 members 
Mstep: Class 53 contains 1358 members 
Mstep: Class 54 contains 9030 members 
Mstep: Class 55 contains 1704 members 
Mstep: Class 56 contains 4093 members 
Mstep: Class 57 contains 7822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88142072.000000 Penalty: 116282.218750
Iteration 459Q: 58 clusters Score -8.814207e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61646 members 
Mstep: Class 2 contains 7481 members 
Mstep: Class 3 contains 6987 members 
Mstep: Class 4 contains 47719 members 
Mstep: Class 5 contains 8294 members 
Mstep: Class 6 contains 11276 members 
Mstep: Class 7 contains 51775 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11033 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 12 contains 7463 members 
Mstep: Class 13 contains 20250 members 
Mstep: Class 14 contains 37333 members 
Mstep: Class 15 contains 16471 members 
Mstep: Class 16 contains 21685 members 
Mstep: Class 17 contains 23457 members 
Mstep: Class 18 contains 19580 members 
Mstep: Class 19 contains 413 members 
Mstep: Class 20 contains 196421 members 
Mstep: Class 21 contains 12030 members 
Mstep: Class 22 contains 1774 members 
Mstep: Class 23 contains 6036 members 
Mstep: Class 24 contains 2459 members 
Mstep: Class 25 contains 36587 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14828 members 
Mstep: Class 28 contains 18210 members 
Mstep: Class 29 contains 36231 members 
Mstep: Class 30 contains 10567 members 
Mstep: Class 31 contains 9769 members 
Mstep: Class 32 contains 950 members 
Mstep: Class 33 contains 7972 members 
Mstep: Class 34 contains 3809 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1625 members 
Mstep: Class 37 contains 4403 members 
Mstep: Class 38 contains 3542 members 
Mstep: Class 39 contains 34597 members 
Mstep: Class 40 contains 17988 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2040 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1909 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11672 members 
Mstep: Class 48 contains 1793 members 
Mstep: Class 49 contains 1348 members 
Mstep: Class 50 contains 20704 members 
Mstep: Class 51 contains 1009 members 
Mstep: Class 52 contains 4840 members 
Mstep: Class 53 contains 1358 members 
Mstep: Class 54 contains 9041 members 
Mstep: Class 55 contains 1702 members 
Mstep: Class 56 contains 4093 members 
Mstep: Class 57 contains 7823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88142144.000000 Penalty: 116282.218750
Iteration 460F: 58 clusters Score -8.814214e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61665 members 
Mstep: Class 2 contains 7480 members 
Mstep: Class 3 contains 6987 members 
Mstep: Class 4 contains 47714 members 
Mstep: Class 5 contains 8294 members 
Mstep: Class 6 contains 11274 members 
Mstep: Class 7 contains 51776 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11033 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 12 contains 7464 members 
Mstep: Class 13 contains 20256 members 
Mstep: Class 14 contains 37326 members 
Mstep: Class 15 contains 16471 members 
Mstep: Class 16 contains 21687 members 
Mstep: Class 17 contains 23442 members 
Mstep: Class 18 contains 19579 members 
Mstep: Class 19 contains 413 members 
Mstep: Class 20 contains 196417 members 
Mstep: Class 21 contains 12031 members 
Mstep: Class 22 contains 1774 members 
Mstep: Class 23 contains 6034 members 
Mstep: Class 24 contains 2459 members 
Mstep: Class 25 contains 36583 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14827 members 
Mstep: Class 28 contains 18215 members 
Mstep: Class 29 contains 36228 members 
Mstep: Class 30 contains 10567 members 
Mstep: Class 31 contains 9769 members 
Mstep: Class 32 contains 950 members 
Mstep: Class 33 contains 7972 members 
Mstep: Class 34 contains 3809 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1625 members 
Mstep: Class 37 contains 4404 members 
Mstep: Class 38 contains 3542 members 
Mstep: Class 39 contains 34599 members 
Mstep: Class 40 contains 17988 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2038 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1909 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11673 members 
Mstep: Class 48 contains 1793 members 
Mstep: Class 49 contains 1348 members 
Mstep: Class 50 contains 20702 members 
Mstep: Class 51 contains 1009 members 
Mstep: Class 52 contains 4840 members 
Mstep: Class 53 contains 1359 members 
Mstep: Class 54 contains 9051 members 
Mstep: Class 55 contains 1702 members 
Mstep: Class 56 contains 4093 members 
Mstep: Class 57 contains 7822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88142136.000000 Penalty: 116282.218750
Iteration 461Q: 58 clusters Score -8.814214e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61684 members 
Mstep: Class 2 contains 7482 members 
Mstep: Class 3 contains 6987 members 
Mstep: Class 4 contains 47715 members 
Mstep: Class 5 contains 8290 members 
Mstep: Class 6 contains 11271 members 
Mstep: Class 7 contains 51775 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11033 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 12 contains 7464 members 
Mstep: Class 13 contains 20262 members 
Mstep: Class 14 contains 37321 members 
Mstep: Class 15 contains 16471 members 
Mstep: Class 16 contains 21687 members 
Mstep: Class 17 contains 23430 members 
Mstep: Class 18 contains 19579 members 
Mstep: Class 19 contains 413 members 
Mstep: Class 20 contains 196413 members 
Mstep: Class 21 contains 12031 members 
Mstep: Class 22 contains 1774 members 
Mstep: Class 23 contains 6036 members 
Mstep: Class 24 contains 2459 members 
Mstep: Class 25 contains 36578 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14827 members 
Mstep: Class 28 contains 18214 members 
Mstep: Class 29 contains 36228 members 
Mstep: Class 30 contains 10567 members 
Mstep: Class 31 contains 9769 members 
Mstep: Class 32 contains 950 members 
Mstep: Class 33 contains 7972 members 
Mstep: Class 34 contains 3808 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1626 members 
Mstep: Class 37 contains 4404 members 
Mstep: Class 38 contains 3542 members 
Mstep: Class 39 contains 34598 members 
Mstep: Class 40 contains 17988 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2034 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1909 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11674 members 
Mstep: Class 48 contains 1793 members 
Mstep: Class 49 contains 1348 members 
Mstep: Class 50 contains 20701 members 
Mstep: Class 51 contains 1009 members 
Mstep: Class 52 contains 4840 members 
Mstep: Class 53 contains 1359 members 
Mstep: Class 54 contains 9061 members 
Mstep: Class 55 contains 1702 members 
Mstep: Class 56 contains 4093 members 
Mstep: Class 57 contains 7822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88142192.000000 Penalty: 116282.218750
Iteration 462Q: 58 clusters Score -8.814219e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61701 members 
Mstep: Class 2 contains 7483 members 
Mstep: Class 3 contains 6987 members 
Mstep: Class 4 contains 47712 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 11268 members 
Mstep: Class 7 contains 51771 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11033 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 12 contains 7464 members 
Mstep: Class 13 contains 20267 members 
Mstep: Class 14 contains 37319 members 
Mstep: Class 15 contains 16471 members 
Mstep: Class 16 contains 21683 members 
Mstep: Class 17 contains 23413 members 
Mstep: Class 18 contains 19579 members 
Mstep: Class 19 contains 413 members 
Mstep: Class 20 contains 196413 members 
Mstep: Class 21 contains 12031 members 
Mstep: Class 22 contains 1772 members 
Mstep: Class 23 contains 6041 members 
Mstep: Class 24 contains 2459 members 
Mstep: Class 25 contains 36572 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14828 members 
Mstep: Class 28 contains 18218 members 
Mstep: Class 29 contains 36228 members 
Mstep: Class 30 contains 10567 members 
Mstep: Class 31 contains 9769 members 
Mstep: Class 32 contains 950 members 
Mstep: Class 33 contains 7972 members 
Mstep: Class 34 contains 3808 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1629 members 
Mstep: Class 37 contains 4404 members 
Mstep: Class 38 contains 3542 members 
Mstep: Class 39 contains 34601 members 
Mstep: Class 40 contains 17988 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2031 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1909 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11670 members 
Mstep: Class 48 contains 1793 members 
Mstep: Class 49 contains 1348 members 
Mstep: Class 50 contains 20700 members 
Mstep: Class 51 contains 1009 members 
Mstep: Class 52 contains 4840 members 
Mstep: Class 53 contains 1359 members 
Mstep: Class 54 contains 9076 members 
Mstep: Class 55 contains 1701 members 
Mstep: Class 56 contains 4093 members 
Mstep: Class 57 contains 7822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88142224.000000 Penalty: 116282.218750
Iteration 463Q: 58 clusters Score -8.814222e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61716 members 
Mstep: Class 2 contains 7483 members 
Mstep: Class 3 contains 6987 members 
Mstep: Class 4 contains 47710 members 
Mstep: Class 5 contains 8281 members 
Mstep: Class 6 contains 11265 members 
Mstep: Class 7 contains 51768 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11033 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 12 contains 7464 members 
Mstep: Class 13 contains 20275 members 
Mstep: Class 14 contains 37316 members 
Mstep: Class 15 contains 16471 members 
Mstep: Class 16 contains 21682 members 
Mstep: Class 17 contains 23402 members 
Mstep: Class 18 contains 19579 members 
Mstep: Class 19 contains 413 members 
Mstep: Class 20 contains 196414 members 
Mstep: Class 21 contains 12031 members 
Mstep: Class 22 contains 1771 members 
Mstep: Class 23 contains 6040 members 
Mstep: Class 24 contains 2460 members 
Mstep: Class 25 contains 36567 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14828 members 
Mstep: Class 28 contains 18220 members 
Mstep: Class 29 contains 36225 members 
Mstep: Class 30 contains 10567 members 
Mstep: Class 31 contains 9769 members 
Mstep: Class 32 contains 949 members 
Mstep: Class 33 contains 7971 members 
Mstep: Class 34 contains 3808 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1630 members 
Mstep: Class 37 contains 4404 members 
Mstep: Class 38 contains 3542 members 
Mstep: Class 39 contains 34602 members 
Mstep: Class 40 contains 17988 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2027 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1909 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11670 members 
Mstep: Class 48 contains 1793 members 
Mstep: Class 49 contains 1348 members 
Mstep: Class 50 contains 20702 members 
Mstep: Class 51 contains 1009 members 
Mstep: Class 52 contains 4841 members 
Mstep: Class 53 contains 1359 members 
Mstep: Class 54 contains 9087 members 
Mstep: Class 55 contains 1702 members 
Mstep: Class 56 contains 4093 members 
Mstep: Class 57 contains 7822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88142232.000000 Penalty: 116282.218750
Iteration 464Q: 58 clusters Score -8.814223e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61732 members 
Mstep: Class 2 contains 7482 members 
Mstep: Class 3 contains 6987 members 
Mstep: Class 4 contains 47710 members 
Mstep: Class 5 contains 8279 members 
Mstep: Class 6 contains 11265 members 
Mstep: Class 7 contains 51769 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11033 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 12 contains 7464 members 
Mstep: Class 13 contains 20277 members 
Mstep: Class 14 contains 37309 members 
Mstep: Class 15 contains 16471 members 
Mstep: Class 16 contains 21682 members 
Mstep: Class 17 contains 23391 members 
Mstep: Class 18 contains 19579 members 
Mstep: Class 19 contains 413 members 
Mstep: Class 20 contains 196417 members 
Mstep: Class 21 contains 12031 members 
Mstep: Class 22 contains 1770 members 
Mstep: Class 23 contains 6039 members 
Mstep: Class 24 contains 2461 members 
Mstep: Class 25 contains 36562 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14828 members 
Mstep: Class 28 contains 18220 members 
Mstep: Class 29 contains 36221 members 
Mstep: Class 30 contains 10567 members 
Mstep: Class 31 contains 9769 members 
Mstep: Class 32 contains 949 members 
Mstep: Class 33 contains 7971 members 
Mstep: Class 34 contains 3808 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1630 members 
Mstep: Class 37 contains 4405 members 
Mstep: Class 38 contains 3542 members 
Mstep: Class 39 contains 34602 members 
Mstep: Class 40 contains 17988 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2025 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1909 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11668 members 
Mstep: Class 48 contains 1793 members 
Mstep: Class 49 contains 1348 members 
Mstep: Class 50 contains 20702 members 
Mstep: Class 51 contains 1008 members 
Mstep: Class 52 contains 4842 members 
Mstep: Class 53 contains 1359 members 
Mstep: Class 54 contains 9098 members 
Mstep: Class 55 contains 1704 members 
Mstep: Class 56 contains 4092 members 
Mstep: Class 57 contains 7822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88142328.000000 Penalty: 116282.218750
Iteration 465Q: 58 clusters Score -8.814233e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61747 members 
Mstep: Class 2 contains 7483 members 
Mstep: Class 3 contains 6986 members 
Mstep: Class 4 contains 47708 members 
Mstep: Class 5 contains 8278 members 
Mstep: Class 6 contains 11265 members 
Mstep: Class 7 contains 51762 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11033 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 12 contains 7463 members 
Mstep: Class 13 contains 20282 members 
Mstep: Class 14 contains 37306 members 
Mstep: Class 15 contains 16471 members 
Mstep: Class 16 contains 21683 members 
Mstep: Class 17 contains 23376 members 
Mstep: Class 18 contains 19579 members 
Mstep: Class 19 contains 414 members 
Mstep: Class 20 contains 196413 members 
Mstep: Class 21 contains 12032 members 
Mstep: Class 22 contains 1770 members 
Mstep: Class 23 contains 6039 members 
Mstep: Class 24 contains 2462 members 
Mstep: Class 25 contains 36557 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14829 members 
Mstep: Class 28 contains 18223 members 
Mstep: Class 29 contains 36220 members 
Mstep: Class 30 contains 10567 members 
Mstep: Class 31 contains 9769 members 
Mstep: Class 32 contains 950 members 
Mstep: Class 33 contains 7971 members 
Mstep: Class 34 contains 3808 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1631 members 
Mstep: Class 37 contains 4404 members 
Mstep: Class 38 contains 3541 members 
Mstep: Class 39 contains 34602 members 
Mstep: Class 40 contains 17988 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2022 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1910 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11672 members 
Mstep: Class 48 contains 1793 members 
Mstep: Class 49 contains 1348 members 
Mstep: Class 50 contains 20703 members 
Mstep: Class 51 contains 1008 members 
Mstep: Class 52 contains 4842 members 
Mstep: Class 53 contains 1359 members 
Mstep: Class 54 contains 9104 members 
Mstep: Class 55 contains 1705 members 
Mstep: Class 56 contains 4093 members 
Mstep: Class 57 contains 7822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88142304.000000 Penalty: 116282.218750
Iteration 466Q: 58 clusters Score -8.81423e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61765 members 
Mstep: Class 2 contains 7485 members 
Mstep: Class 3 contains 6986 members 
Mstep: Class 4 contains 47706 members 
Mstep: Class 5 contains 8276 members 
Mstep: Class 6 contains 11263 members 
Mstep: Class 7 contains 51759 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11033 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 12 contains 7463 members 
Mstep: Class 13 contains 20286 members 
Mstep: Class 14 contains 37305 members 
Mstep: Class 15 contains 16471 members 
Mstep: Class 16 contains 21684 members 
Mstep: Class 17 contains 23364 members 
Mstep: Class 18 contains 19579 members 
Mstep: Class 19 contains 414 members 
Mstep: Class 20 contains 196407 members 
Mstep: Class 21 contains 12033 members 
Mstep: Class 22 contains 1770 members 
Mstep: Class 23 contains 6038 members 
Mstep: Class 24 contains 2463 members 
Mstep: Class 25 contains 36551 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14829 members 
Mstep: Class 28 contains 18223 members 
Mstep: Class 29 contains 36219 members 
Mstep: Class 30 contains 10567 members 
Mstep: Class 31 contains 9769 members 
Mstep: Class 32 contains 950 members 
Mstep: Class 33 contains 7971 members 
Mstep: Class 34 contains 3808 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1632 members 
Mstep: Class 37 contains 4404 members 
Mstep: Class 38 contains 3542 members 
Mstep: Class 39 contains 34604 members 
Mstep: Class 40 contains 17988 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2020 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1910 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11673 members 
Mstep: Class 48 contains 1793 members 
Mstep: Class 49 contains 1348 members 
Mstep: Class 50 contains 20702 members 
Mstep: Class 51 contains 1008 members 
Mstep: Class 52 contains 4842 members 
Mstep: Class 53 contains 1359 members 
Mstep: Class 54 contains 9110 members 
Mstep: Class 55 contains 1705 members 
Mstep: Class 56 contains 4094 members 
Mstep: Class 57 contains 7822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88142168.000000 Penalty: 116282.218750
Iteration 467Q: 58 clusters Score -8.814217e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61783 members 
Mstep: Class 2 contains 7487 members 
Mstep: Class 3 contains 6986 members 
Mstep: Class 4 contains 47704 members 
Mstep: Class 5 contains 8273 members 
Mstep: Class 6 contains 11265 members 
Mstep: Class 7 contains 51754 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11033 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 12 contains 7463 members 
Mstep: Class 13 contains 20290 members 
Mstep: Class 14 contains 37305 members 
Mstep: Class 15 contains 16471 members 
Mstep: Class 16 contains 21690 members 
Mstep: Class 17 contains 23348 members 
Mstep: Class 18 contains 19579 members 
Mstep: Class 19 contains 414 members 
Mstep: Class 20 contains 196397 members 
Mstep: Class 21 contains 12032 members 
Mstep: Class 22 contains 1770 members 
Mstep: Class 23 contains 6037 members 
Mstep: Class 24 contains 2464 members 
Mstep: Class 25 contains 36546 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14829 members 
Mstep: Class 28 contains 18221 members 
Mstep: Class 29 contains 36218 members 
Mstep: Class 30 contains 10567 members 
Mstep: Class 31 contains 9769 members 
Mstep: Class 32 contains 950 members 
Mstep: Class 33 contains 7971 members 
Mstep: Class 34 contains 3808 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1633 members 
Mstep: Class 37 contains 4404 members 
Mstep: Class 38 contains 3544 members 
Mstep: Class 39 contains 34609 members 
Mstep: Class 40 contains 17988 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2017 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1910 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11674 members 
Mstep: Class 48 contains 1793 members 
Mstep: Class 49 contains 1348 members 
Mstep: Class 50 contains 20698 members 
Mstep: Class 51 contains 1008 members 
Mstep: Class 52 contains 4842 members 
Mstep: Class 53 contains 1359 members 
Mstep: Class 54 contains 9117 members 
Mstep: Class 55 contains 1707 members 
Mstep: Class 56 contains 4096 members 
Mstep: Class 57 contains 7822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88142224.000000 Penalty: 116282.218750
Iteration 468Q: 58 clusters Score -8.814222e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61797 members 
Mstep: Class 2 contains 7486 members 
Mstep: Class 3 contains 6986 members 
Mstep: Class 4 contains 47702 members 
Mstep: Class 5 contains 8274 members 
Mstep: Class 6 contains 11266 members 
Mstep: Class 7 contains 51746 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11033 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 12 contains 7463 members 
Mstep: Class 13 contains 20299 members 
Mstep: Class 14 contains 37304 members 
Mstep: Class 15 contains 16471 members 
Mstep: Class 16 contains 21693 members 
Mstep: Class 17 contains 23337 members 
Mstep: Class 18 contains 19579 members 
Mstep: Class 19 contains 414 members 
Mstep: Class 20 contains 196388 members 
Mstep: Class 21 contains 12031 members 
Mstep: Class 22 contains 1770 members 
Mstep: Class 23 contains 6038 members 
Mstep: Class 24 contains 2464 members 
Mstep: Class 25 contains 36545 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14829 members 
Mstep: Class 28 contains 18227 members 
Mstep: Class 29 contains 36215 members 
Mstep: Class 30 contains 10567 members 
Mstep: Class 31 contains 9769 members 
Mstep: Class 32 contains 949 members 
Mstep: Class 33 contains 7971 members 
Mstep: Class 34 contains 3807 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1634 members 
Mstep: Class 37 contains 4404 members 
Mstep: Class 38 contains 3546 members 
Mstep: Class 39 contains 34607 members 
Mstep: Class 40 contains 17988 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2012 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1909 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11675 members 
Mstep: Class 48 contains 1793 members 
Mstep: Class 49 contains 1348 members 
Mstep: Class 50 contains 20697 members 
Mstep: Class 51 contains 1007 members 
Mstep: Class 52 contains 4842 members 
Mstep: Class 53 contains 1359 members 
Mstep: Class 54 contains 9123 members 
Mstep: Class 55 contains 1709 members 
Mstep: Class 56 contains 4098 members 
Mstep: Class 57 contains 7822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88142224.000000 Penalty: 116282.218750
Iteration 469Q: 58 clusters Score -8.814222e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61805 members 
Mstep: Class 2 contains 7486 members 
Mstep: Class 3 contains 6986 members 
Mstep: Class 4 contains 47698 members 
Mstep: Class 5 contains 8273 members 
Mstep: Class 6 contains 11267 members 
Mstep: Class 7 contains 51744 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11033 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 12 contains 7463 members 
Mstep: Class 13 contains 20317 members 
Mstep: Class 14 contains 37300 members 
Mstep: Class 15 contains 16471 members 
Mstep: Class 16 contains 21692 members 
Mstep: Class 17 contains 23333 members 
Mstep: Class 18 contains 19579 members 
Mstep: Class 19 contains 415 members 
Mstep: Class 20 contains 196381 members 
Mstep: Class 21 contains 12031 members 
Mstep: Class 22 contains 1769 members 
Mstep: Class 23 contains 6033 members 
Mstep: Class 24 contains 2464 members 
Mstep: Class 25 contains 36541 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14829 members 
Mstep: Class 28 contains 18230 members 
Mstep: Class 29 contains 36212 members 
Mstep: Class 30 contains 10567 members 
Mstep: Class 31 contains 9770 members 
Mstep: Class 32 contains 947 members 
Mstep: Class 33 contains 7971 members 
Mstep: Class 34 contains 3808 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1634 members 
Mstep: Class 37 contains 4404 members 
Mstep: Class 38 contains 3548 members 
Mstep: Class 39 contains 34608 members 
Mstep: Class 40 contains 17988 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2008 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1909 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11676 members 
Mstep: Class 48 contains 1793 members 
Mstep: Class 49 contains 1348 members 
Mstep: Class 50 contains 20697 members 
Mstep: Class 51 contains 1007 members 
Mstep: Class 52 contains 4842 members 
Mstep: Class 53 contains 1359 members 
Mstep: Class 54 contains 9126 members 
Mstep: Class 55 contains 1709 members 
Mstep: Class 56 contains 4100 members 
Mstep: Class 57 contains 7822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88142264.000000 Penalty: 116282.218750
Iteration 470Q: 58 clusters Score -8.814226e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61811 members 
Mstep: Class 2 contains 7487 members 
Mstep: Class 3 contains 6986 members 
Mstep: Class 4 contains 47696 members 
Mstep: Class 5 contains 8270 members 
Mstep: Class 6 contains 11270 members 
Mstep: Class 7 contains 51737 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11033 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 12 contains 7464 members 
Mstep: Class 13 contains 20324 members 
Mstep: Class 14 contains 37299 members 
Mstep: Class 15 contains 16471 members 
Mstep: Class 16 contains 21695 members 
Mstep: Class 17 contains 23322 members 
Mstep: Class 18 contains 19579 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 196372 members 
Mstep: Class 21 contains 12031 members 
Mstep: Class 22 contains 1768 members 
Mstep: Class 23 contains 6032 members 
Mstep: Class 24 contains 2465 members 
Mstep: Class 25 contains 36539 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14829 members 
Mstep: Class 28 contains 18231 members 
Mstep: Class 29 contains 36208 members 
Mstep: Class 30 contains 10567 members 
Mstep: Class 31 contains 9771 members 
Mstep: Class 32 contains 947 members 
Mstep: Class 33 contains 7971 members 
Mstep: Class 34 contains 3809 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1635 members 
Mstep: Class 37 contains 4405 members 
Mstep: Class 38 contains 3545 members 
Mstep: Class 39 contains 34610 members 
Mstep: Class 40 contains 17988 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2002 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1909 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11678 members 
Mstep: Class 48 contains 1793 members 
Mstep: Class 49 contains 1348 members 
Mstep: Class 50 contains 20699 members 
Mstep: Class 51 contains 1007 members 
Mstep: Class 52 contains 4842 members 
Mstep: Class 53 contains 1359 members 
Mstep: Class 54 contains 9139 members 
Mstep: Class 55 contains 1710 members 
Mstep: Class 56 contains 4102 members 
Mstep: Class 57 contains 7822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88142328.000000 Penalty: 116282.218750
Iteration 471Q: 58 clusters Score -8.814233e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61814 members 
Mstep: Class 2 contains 7487 members 
Mstep: Class 3 contains 6986 members 
Mstep: Class 4 contains 47695 members 
Mstep: Class 5 contains 8271 members 
Mstep: Class 6 contains 11270 members 
Mstep: Class 7 contains 51736 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11033 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 12 contains 7464 members 
Mstep: Class 13 contains 20329 members 
Mstep: Class 14 contains 37295 members 
Mstep: Class 15 contains 16471 members 
Mstep: Class 16 contains 21696 members 
Mstep: Class 17 contains 23308 members 
Mstep: Class 18 contains 19579 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 196366 members 
Mstep: Class 21 contains 12031 members 
Mstep: Class 22 contains 1766 members 
Mstep: Class 23 contains 6030 members 
Mstep: Class 24 contains 2468 members 
Mstep: Class 25 contains 36536 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14829 members 
Mstep: Class 28 contains 18231 members 
Mstep: Class 29 contains 36206 members 
Mstep: Class 30 contains 10567 members 
Mstep: Class 31 contains 9775 members 
Mstep: Class 32 contains 947 members 
Mstep: Class 33 contains 7971 members 
Mstep: Class 34 contains 3808 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1636 members 
Mstep: Class 37 contains 4406 members 
Mstep: Class 38 contains 3544 members 
Mstep: Class 39 contains 34614 members 
Mstep: Class 40 contains 17988 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2000 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1909 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11680 members 
Mstep: Class 48 contains 1793 members 
Mstep: Class 49 contains 1348 members 
Mstep: Class 50 contains 20699 members 
Mstep: Class 51 contains 1007 members 
Mstep: Class 52 contains 4842 members 
Mstep: Class 53 contains 1359 members 
Mstep: Class 54 contains 9150 members 
Mstep: Class 55 contains 1710 members 
Mstep: Class 56 contains 4104 members 
Mstep: Class 57 contains 7822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88142176.000000 Penalty: 116282.218750
Iteration 472Q: 58 clusters Score -8.814218e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61821 members 
Mstep: Class 2 contains 7488 members 
Mstep: Class 3 contains 6985 members 
Mstep: Class 4 contains 47694 members 
Mstep: Class 5 contains 8268 members 
Mstep: Class 6 contains 11269 members 
Mstep: Class 7 contains 51737 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11033 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 12 contains 7465 members 
Mstep: Class 13 contains 20333 members 
Mstep: Class 14 contains 37294 members 
Mstep: Class 15 contains 16471 members 
Mstep: Class 16 contains 21698 members 
Mstep: Class 17 contains 23289 members 
Mstep: Class 18 contains 19579 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 196357 members 
Mstep: Class 21 contains 12030 members 
Mstep: Class 22 contains 1764 members 
Mstep: Class 23 contains 6029 members 
Mstep: Class 24 contains 2469 members 
Mstep: Class 25 contains 36536 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14829 members 
Mstep: Class 28 contains 18233 members 
Mstep: Class 29 contains 36205 members 
Mstep: Class 30 contains 10567 members 
Mstep: Class 31 contains 9777 members 
Mstep: Class 32 contains 947 members 
Mstep: Class 33 contains 7971 members 
Mstep: Class 34 contains 3808 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1636 members 
Mstep: Class 37 contains 4406 members 
Mstep: Class 38 contains 3545 members 
Mstep: Class 39 contains 34615 members 
Mstep: Class 40 contains 17988 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 2000 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1909 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11680 members 
Mstep: Class 48 contains 1793 members 
Mstep: Class 49 contains 1348 members 
Mstep: Class 50 contains 20698 members 
Mstep: Class 51 contains 1007 members 
Mstep: Class 52 contains 4842 members 
Mstep: Class 53 contains 1359 members 
Mstep: Class 54 contains 9166 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 4105 members 
Mstep: Class 57 contains 7822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88142184.000000 Penalty: 116282.218750
Iteration 473Q: 58 clusters Score -8.814218e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61829 members 
Mstep: Class 2 contains 7487 members 
Mstep: Class 3 contains 6985 members 
Mstep: Class 4 contains 47693 members 
Mstep: Class 5 contains 8264 members 
Mstep: Class 6 contains 11269 members 
Mstep: Class 7 contains 51736 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11033 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 12 contains 7464 members 
Mstep: Class 13 contains 20334 members 
Mstep: Class 14 contains 37292 members 
Mstep: Class 15 contains 16471 members 
Mstep: Class 16 contains 21697 members 
Mstep: Class 17 contains 23269 members 
Mstep: Class 18 contains 19578 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 196357 members 
Mstep: Class 21 contains 12030 members 
Mstep: Class 22 contains 1762 members 
Mstep: Class 23 contains 6031 members 
Mstep: Class 24 contains 2470 members 
Mstep: Class 25 contains 36532 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14829 members 
Mstep: Class 28 contains 18235 members 
Mstep: Class 29 contains 36206 members 
Mstep: Class 30 contains 10567 members 
Mstep: Class 31 contains 9780 members 
Mstep: Class 32 contains 947 members 
Mstep: Class 33 contains 7970 members 
Mstep: Class 34 contains 3808 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1636 members 
Mstep: Class 37 contains 4407 members 
Mstep: Class 38 contains 3545 members 
Mstep: Class 39 contains 34615 members 
Mstep: Class 40 contains 17988 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 1998 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1909 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11685 members 
Mstep: Class 48 contains 1793 members 
Mstep: Class 49 contains 1348 members 
Mstep: Class 50 contains 20697 members 
Mstep: Class 51 contains 1007 members 
Mstep: Class 52 contains 4842 members 
Mstep: Class 53 contains 1359 members 
Mstep: Class 54 contains 9183 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 4105 members 
Mstep: Class 57 contains 7823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88142216.000000 Penalty: 116282.218750
Iteration 474Q: 58 clusters Score -8.814222e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61827 members 
Mstep: Class 2 contains 7486 members 
Mstep: Class 3 contains 6985 members 
Mstep: Class 4 contains 47689 members 
Mstep: Class 5 contains 8259 members 
Mstep: Class 6 contains 11269 members 
Mstep: Class 7 contains 51733 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11033 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 12 contains 7464 members 
Mstep: Class 13 contains 20338 members 
Mstep: Class 14 contains 37292 members 
Mstep: Class 15 contains 16471 members 
Mstep: Class 16 contains 21695 members 
Mstep: Class 17 contains 23249 members 
Mstep: Class 18 contains 19577 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 196357 members 
Mstep: Class 21 contains 12030 members 
Mstep: Class 22 contains 1760 members 
Mstep: Class 23 contains 6034 members 
Mstep: Class 24 contains 2472 members 
Mstep: Class 25 contains 36532 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14830 members 
Mstep: Class 28 contains 18234 members 
Mstep: Class 29 contains 36207 members 
Mstep: Class 30 contains 10567 members 
Mstep: Class 31 contains 9779 members 
Mstep: Class 32 contains 947 members 
Mstep: Class 33 contains 7969 members 
Mstep: Class 34 contains 3808 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1636 members 
Mstep: Class 37 contains 4408 members 
Mstep: Class 38 contains 3545 members 
Mstep: Class 39 contains 34618 members 
Mstep: Class 40 contains 17988 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 1996 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1909 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11688 members 
Mstep: Class 48 contains 1793 members 
Mstep: Class 49 contains 1348 members 
Mstep: Class 50 contains 20698 members 
Mstep: Class 51 contains 1007 members 
Mstep: Class 52 contains 4842 members 
Mstep: Class 53 contains 1359 members 
Mstep: Class 54 contains 9205 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 4105 members 
Mstep: Class 57 contains 7827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88142128.000000 Penalty: 116282.218750
Iteration 475Q: 58 clusters Score -8.814213e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61829 members 
Mstep: Class 2 contains 7486 members 
Mstep: Class 3 contains 6985 members 
Mstep: Class 4 contains 47687 members 
Mstep: Class 5 contains 8258 members 
Mstep: Class 6 contains 11269 members 
Mstep: Class 7 contains 51731 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11033 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 12 contains 7463 members 
Mstep: Class 13 contains 20342 members 
Mstep: Class 14 contains 37290 members 
Mstep: Class 15 contains 16471 members 
Mstep: Class 16 contains 21696 members 
Mstep: Class 17 contains 23242 members 
Mstep: Class 18 contains 19577 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 196351 members 
Mstep: Class 21 contains 12030 members 
Mstep: Class 22 contains 1756 members 
Mstep: Class 23 contains 6036 members 
Mstep: Class 24 contains 2473 members 
Mstep: Class 25 contains 36529 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14829 members 
Mstep: Class 28 contains 18240 members 
Mstep: Class 29 contains 36208 members 
Mstep: Class 30 contains 10567 members 
Mstep: Class 31 contains 9782 members 
Mstep: Class 32 contains 947 members 
Mstep: Class 33 contains 7967 members 
Mstep: Class 34 contains 3808 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1636 members 
Mstep: Class 37 contains 4408 members 
Mstep: Class 38 contains 3546 members 
Mstep: Class 39 contains 34616 members 
Mstep: Class 40 contains 17988 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 1994 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1909 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11687 members 
Mstep: Class 48 contains 1793 members 
Mstep: Class 49 contains 1348 members 
Mstep: Class 50 contains 20698 members 
Mstep: Class 51 contains 1007 members 
Mstep: Class 52 contains 4842 members 
Mstep: Class 53 contains 1359 members 
Mstep: Class 54 contains 9220 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 4105 members 
Mstep: Class 57 contains 7827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88142128.000000 Penalty: 116282.218750
Iteration 476Q: 58 clusters Score -8.814213e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61832 members 
Mstep: Class 2 contains 7486 members 
Mstep: Class 3 contains 6986 members 
Mstep: Class 4 contains 47685 members 
Mstep: Class 5 contains 8256 members 
Mstep: Class 6 contains 11269 members 
Mstep: Class 7 contains 51734 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11033 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 12 contains 7463 members 
Mstep: Class 13 contains 20344 members 
Mstep: Class 14 contains 37288 members 
Mstep: Class 15 contains 16471 members 
Mstep: Class 16 contains 21696 members 
Mstep: Class 17 contains 23228 members 
Mstep: Class 18 contains 19577 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 196347 members 
Mstep: Class 21 contains 12029 members 
Mstep: Class 22 contains 1755 members 
Mstep: Class 23 contains 6037 members 
Mstep: Class 24 contains 2473 members 
Mstep: Class 25 contains 36529 members 
Mstep: Class 26 contains 6401 members 
Mstep: Class 27 contains 14828 members 
Mstep: Class 28 contains 18245 members 
Mstep: Class 29 contains 36207 members 
Mstep: Class 30 contains 10567 members 
Mstep: Class 31 contains 9785 members 
Mstep: Class 32 contains 947 members 
Mstep: Class 33 contains 7966 members 
Mstep: Class 34 contains 3808 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1636 members 
Mstep: Class 37 contains 4408 members 
Mstep: Class 38 contains 3546 members 
Mstep: Class 39 contains 34615 members 
Mstep: Class 40 contains 17988 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 1993 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1909 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11688 members 
Mstep: Class 48 contains 1793 members 
Mstep: Class 49 contains 1348 members 
Mstep: Class 50 contains 20698 members 
Mstep: Class 51 contains 1007 members 
Mstep: Class 52 contains 4842 members 
Mstep: Class 53 contains 1359 members 
Mstep: Class 54 contains 9232 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 4105 members 
Mstep: Class 57 contains 7827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88142192.000000 Penalty: 116282.218750
Iteration 477Q: 58 clusters Score -8.814219e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61836 members 
Mstep: Class 2 contains 7485 members 
Mstep: Class 3 contains 6986 members 
Mstep: Class 4 contains 47686 members 
Mstep: Class 5 contains 8253 members 
Mstep: Class 6 contains 11269 members 
Mstep: Class 7 contains 51736 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11033 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 12 contains 7463 members 
Mstep: Class 13 contains 20352 members 
Mstep: Class 14 contains 37281 members 
Mstep: Class 15 contains 16471 members 
Mstep: Class 16 contains 21692 members 
Mstep: Class 17 contains 23222 members 
Mstep: Class 18 contains 19576 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 196342 members 
Mstep: Class 21 contains 12030 members 
Mstep: Class 22 contains 1752 members 
Mstep: Class 23 contains 6036 members 
Mstep: Class 24 contains 2473 members 
Mstep: Class 25 contains 36528 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14828 members 
Mstep: Class 28 contains 18245 members 
Mstep: Class 29 contains 36206 members 
Mstep: Class 30 contains 10567 members 
Mstep: Class 31 contains 9787 members 
Mstep: Class 32 contains 947 members 
Mstep: Class 33 contains 7965 members 
Mstep: Class 34 contains 3808 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1636 members 
Mstep: Class 37 contains 4410 members 
Mstep: Class 38 contains 3548 members 
Mstep: Class 39 contains 34615 members 
Mstep: Class 40 contains 17988 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 1994 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1909 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11688 members 
Mstep: Class 48 contains 1794 members 
Mstep: Class 49 contains 1348 members 
Mstep: Class 50 contains 20697 members 
Mstep: Class 51 contains 1007 members 
Mstep: Class 52 contains 4842 members 
Mstep: Class 53 contains 1359 members 
Mstep: Class 54 contains 9242 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 4104 members 
Mstep: Class 57 contains 7828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88142144.000000 Penalty: 116282.218750
Iteration 478Q: 58 clusters Score -8.814214e+07 nChanged 83
Entering ConstructFrom: 
Score: -88142144.000000 Penalty: 116282.218750
Entering ConstructFrom: 
Trying to split cluster 1 (61838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61838 members 
Entering Unmasked Estep 
Score: -6344775.500000 Penalty: 1641.602295
	Iteration 0F: 2 clusters Score -6344776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30694 members 
Mstep: Class 2 contains 31144 members 
Entering Unmasked Estep 
Score: -6304447.500000 Penalty: 3283.204590
	Iteration 0F: 3 clusters Score -6304448 nChanged 28818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28484 members 
Mstep: Class 2 contains 33354 members 
Entering Unmasked Estep 
Score: -6320908.500000 Penalty: 3283.204590
	Iteration 1F: 3 clusters Score -6320908 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27025 members 
Mstep: Class 2 contains 34813 members 
Entering Unmasked Estep 
Score: -6321891.000000 Penalty: 3283.204590
	Iteration 2Q: 3 clusters Score -6321891 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 36878 members 
Entering Unmasked Estep 
Score: -6323215.000000 Penalty: 3283.204590
	Iteration 3Q: 3 clusters Score -6323215 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 39681 members 
Entering Unmasked Estep 
Score: -6325182.500000 Penalty: 3283.204590
	Iteration 4F: 3 clusters Score -6325182 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 43261 members 
Entering Unmasked Estep 
Score: -6328012.500000 Penalty: 3283.204590
	Iteration 5F: 3 clusters Score -6328012 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 47309 members 
Entering Unmasked Estep 
Score: -6331427.500000 Penalty: 3283.204590
	Iteration 6F: 3 clusters Score -6331428 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 51309 members 
Entering Unmasked Estep 
Score: -6335028.000000 Penalty: 3283.204590
	Iteration 7F: 3 clusters Score -6335028 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 54728 members 
Entering Unmasked Estep 
Score: -6338163.000000 Penalty: 3283.204590
	Iteration 8F: 3 clusters Score -6338163 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 57171 members 
Entering Unmasked Estep 
Score: -6340295.000000 Penalty: 3283.204590
	Iteration 9Q: 3 clusters Score -6340295 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 58741 members 
Entering Unmasked Estep 
Score: -6341653.000000 Penalty: 3283.204590
	Iteration 10Q: 3 clusters Score -6341653 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 59690 members 
Entering Unmasked Estep 
Score: -6342371.000000 Penalty: 3283.204590
	Iteration 11Q: 3 clusters Score -6342371 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 60265 members 
Entering Unmasked Estep 
Score: -6342812.000000 Penalty: 3283.204590
	Iteration 12Q: 3 clusters Score -6342812 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 60589 members 
Entering Unmasked Estep 
Score: -6343074.500000 Penalty: 3283.204590
	Iteration 13Q: 3 clusters Score -6343074 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 60779 members 
Entering Unmasked Estep 
Score: -6343201.500000 Penalty: 3283.204590
	Iteration 14Q: 3 clusters Score -6343202 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 60903 members 
Entering Unmasked Estep 
Score: -6343275.000000 Penalty: 3283.204590
	Iteration 15Q: 3 clusters Score -6343275 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 60977 members 
Entering Unmasked Estep 
Score: -6343349.500000 Penalty: 3283.204590
	Iteration 16Q: 3 clusters Score -6343350 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 61044 members 
Entering Unmasked Estep 
Score: -6343412.000000 Penalty: 3283.204590
	Iteration 17Q: 3 clusters Score -6343412 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 61083 members 
Entering Unmasked Estep 
Score: -6343419.000000 Penalty: 3283.204590
	Iteration 18Q: 3 clusters Score -6343419 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 61121 members 
Entering Unmasked Estep 
Score: -6343449.500000 Penalty: 3283.204590
	Iteration 19Q: 3 clusters Score -6343450 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 61148 members 
Entering Unmasked Estep 
Score: -6343466.500000 Penalty: 3283.204590
	Iteration 20F: 3 clusters Score -6343466 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 61174 members 
Entering Unmasked Estep 
Score: -6343496.500000 Penalty: 3283.204590
	Iteration 21Q: 3 clusters Score -6343496 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 61195 members 
Entering Unmasked Estep 
Score: -6343502.000000 Penalty: 3283.204590
	Iteration 22Q: 3 clusters Score -6343502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 61205 members 
Entering Unmasked Estep 
Score: -6343512.500000 Penalty: 3283.204590
	Iteration 23Q: 3 clusters Score -6343512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 61211 members 
Entering Unmasked Estep 
Score: -6343516.000000 Penalty: 3283.204590
	Iteration 24Q: 3 clusters Score -6343516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 61216 members 
Entering Unmasked Estep 
Score: -6343516.500000 Penalty: 3283.204590
	Iteration 25Q: 3 clusters Score -6343516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 61221 members 
Entering Unmasked Estep 
Score: -6343518.000000 Penalty: 3283.204590
	Iteration 26Q: 3 clusters Score -6343518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 61225 members 
Entering Unmasked Estep 
Score: -6343529.000000 Penalty: 3283.204590
	Iteration 27Q: 3 clusters Score -6343529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 61224 members 
Entering Unmasked Estep 
Score: -6343527.000000 Penalty: 3283.204590
	Iteration 28Q: 3 clusters Score -6343527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 61226 members 
Entering Unmasked Estep 
Score: -6343531.000000 Penalty: 3283.204590
	Iteration 29Q: 3 clusters Score -6343531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 61228 members 
Entering Unmasked Estep 
Score: -6343543.500000 Penalty: 3283.204590
	Iteration 30Q: 3 clusters Score -6343544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 61232 members 
Entering Unmasked Estep 
Score: -6343541.000000 Penalty: 3283.204590
	Iteration 31Q: 3 clusters Score -6343541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 61234 members 
Entering Unmasked Estep 
Score: -6343538.500000 Penalty: 3283.204590
	Iteration 32Q: 3 clusters Score -6343538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 61237 members 
Entering Unmasked Estep 
Score: -6343542.500000 Penalty: 3283.204590
	Iteration 33Q: 3 clusters Score -6343542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 61243 members 
Entering Unmasked Estep 
Score: -6343551.500000 Penalty: 3283.204590
	Iteration 34Q: 3 clusters Score -6343552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 61249 members 
Entering Unmasked Estep 
Score: -6343557.500000 Penalty: 3283.204590
	Iteration 35Q: 3 clusters Score -6343558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 61253 members 
Entering Unmasked Estep 
Score: -6343554.000000 Penalty: 3283.204590
	Iteration 36Q: 3 clusters Score -6343554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 61254 members 
Entering Unmasked Estep 
Score: -6343552.500000 Penalty: 3283.204590
	Iteration 37Q: 3 clusters Score -6343552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 61256 members 
Entering Unmasked Estep 
Score: -6343554.500000 Penalty: 3283.204590
	Iteration 38Q: 3 clusters Score -6343554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 61257 members 
Entering Unmasked Estep 
Score: -6343558.000000 Penalty: 3283.204590
	Iteration 39Q: 3 clusters Score -6343558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 61257 members 
Entering Unmasked Estep 
Score: -6343556.500000 Penalty: 3283.204590
	Iteration 40F: 3 clusters Score -6343556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 61258 members 
Entering Unmasked Estep 
Score: -6343556.500000 Penalty: 3283.204590
	Iteration 41Q: 3 clusters Score -6343556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 61259 members 
Entering Unmasked Estep 
Score: -6343556.000000 Penalty: 3283.204590
	Iteration 42Q: 3 clusters Score -6343556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 61258 members 
Entering Unmasked Estep 
Score: -6343557.000000 Penalty: 3283.204590
	Iteration 43Q: 3 clusters Score -6343557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 61256 members 
Entering Unmasked Estep 
Score: -6343556.500000 Penalty: 3283.204590
	Iteration 44Q: 3 clusters Score -6343556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 61256 members 
Entering Unmasked Estep 
Score: -6343565.000000 Penalty: 3283.204590
	Iteration 45Q: 3 clusters Score -6343565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 61256 members 
Entering Unmasked Estep 
Score: -6343565.000000 Penalty: 3283.204590
	Iteration 46F: 3 clusters Score -6343565 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -757438.437500 Penalty: 1327.393677
	Iteration 0F: 2 clusters Score -757438.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -752257.000000 Penalty: 2654.787354
	Iteration 0F: 3 clusters Score -752257 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -753834.375000 Penalty: 2654.787354
	Iteration 1F: 3 clusters Score -753834.4 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -754037.687500 Penalty: 2654.787354
	Iteration 2F: 3 clusters Score -754037.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -754182.312500 Penalty: 2654.787354
	Iteration 3Q: 3 clusters Score -754182.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -754303.312500 Penalty: 2654.787354
	Iteration 4Q: 3 clusters Score -754303.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -754413.812500 Penalty: 2654.787354
	Iteration 5Q: 3 clusters Score -754413.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -754502.000000 Penalty: 2654.787354
	Iteration 6Q: 3 clusters Score -754502 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -754598.500000 Penalty: 2654.787354
	Iteration 7Q: 3 clusters Score -754598.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -754681.437500 Penalty: 2654.787354
	Iteration 8Q: 3 clusters Score -754681.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -754765.062500 Penalty: 2654.787354
	Iteration 9Q: 3 clusters Score -754765.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -754859.250000 Penalty: 2654.787354
	Iteration 10Q: 3 clusters Score -754859.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -754977.875000 Penalty: 2654.787354
	Iteration 11Q: 3 clusters Score -754977.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -755117.125000 Penalty: 2654.787354
	Iteration 12Q: 3 clusters Score -755117.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -755281.375000 Penalty: 2654.787354
	Iteration 13Q: 3 clusters Score -755281.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -755459.875000 Penalty: 2654.787354
	Iteration 14Q: 3 clusters Score -755459.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -755649.875000 Penalty: 2654.787354
	Iteration 15Q: 3 clusters Score -755649.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -755817.562500 Penalty: 2654.787354
	Iteration 16Q: 3 clusters Score -755817.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -755935.625000 Penalty: 2654.787354
	Iteration 17Q: 3 clusters Score -755935.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -756041.437500 Penalty: 2654.787354
	Iteration 18Q: 3 clusters Score -756041.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -756131.875000 Penalty: 2654.787354
	Iteration 19Q: 3 clusters Score -756131.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -756217.250000 Penalty: 2654.787354
	Iteration 20F: 3 clusters Score -756217.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -756271.750000 Penalty: 2654.787354
	Iteration 21Q: 3 clusters Score -756271.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -756314.312500 Penalty: 2654.787354
	Iteration 22Q: 3 clusters Score -756314.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -756350.000000 Penalty: 2654.787354
	Iteration 23Q: 3 clusters Score -756350 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -756373.937500 Penalty: 2654.787354
	Iteration 24Q: 3 clusters Score -756373.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -756384.500000 Penalty: 2654.787354
	Iteration 25Q: 3 clusters Score -756384.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -756398.062500 Penalty: 2654.787354
	Iteration 26Q: 3 clusters Score -756398.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -756405.562500 Penalty: 2654.787354
	Iteration 27Q: 3 clusters Score -756405.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -756409.000000 Penalty: 2654.787354
	Iteration 28Q: 3 clusters Score -756409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -756411.375000 Penalty: 2654.787354
	Iteration 29Q: 3 clusters Score -756411.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -756415.062500 Penalty: 2654.787354
	Iteration 30Q: 3 clusters Score -756415.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -756416.875000 Penalty: 2654.787354
	Iteration 31Q: 3 clusters Score -756416.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -756418.375000 Penalty: 2654.787354
	Iteration 32Q: 3 clusters Score -756418.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -756420.625000 Penalty: 2654.787354
	Iteration 33Q: 3 clusters Score -756420.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -756421.875000 Penalty: 2654.787354
	Iteration 34Q: 3 clusters Score -756421.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -756423.250000 Penalty: 2654.787354
	Iteration 35Q: 3 clusters Score -756423.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -756424.437500 Penalty: 2654.787354
	Iteration 36Q: 3 clusters Score -756424.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -756426.375000 Penalty: 2654.787354
	Iteration 37Q: 3 clusters Score -756426.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -756429.937500 Penalty: 2654.787354
	Iteration 38Q: 3 clusters Score -756429.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -756430.312500 Penalty: 2654.787354
	Iteration 39Q: 3 clusters Score -756430.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -756432.812500 Penalty: 2654.787354
	Iteration 40F: 3 clusters Score -756432.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -756435.000000 Penalty: 2654.787354
	Iteration 41Q: 3 clusters Score -756435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -756436.937500 Penalty: 2654.787354
	Iteration 42Q: 3 clusters Score -756436.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -756437.937500 Penalty: 2654.787354
	Iteration 43Q: 3 clusters Score -756437.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -756439.750000 Penalty: 2654.787354
	Iteration 44Q: 3 clusters Score -756439.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -756440.500000 Penalty: 2654.787354
	Iteration 45Q: 3 clusters Score -756440.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -756441.375000 Penalty: 2654.787354
	Iteration 46Q: 3 clusters Score -756441.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -756441.375000 Penalty: 2654.787354
	Iteration 47F: 3 clusters Score -756441.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Entering Unmasked Estep 
Score: -748063.750000 Penalty: 1317.106323
	Iteration 0F: 2 clusters Score -748063.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -743168.250000 Penalty: 2634.212646
	Iteration 0F: 3 clusters Score -743168.2 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -744710.687500 Penalty: 2634.212646
	Iteration 1F: 3 clusters Score -744710.7 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -745001.000000 Penalty: 2634.212646
	Iteration 2F: 3 clusters Score -745001 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -745189.812500 Penalty: 2634.212646
	Iteration 3F: 3 clusters Score -745189.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -745330.437500 Penalty: 2634.212646
	Iteration 4Q: 3 clusters Score -745330.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -745444.125000 Penalty: 2634.212646
	Iteration 5Q: 3 clusters Score -745444.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -745537.937500 Penalty: 2634.212646
	Iteration 6Q: 3 clusters Score -745537.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -745624.687500 Penalty: 2634.212646
	Iteration 7Q: 3 clusters Score -745624.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -745714.687500 Penalty: 2634.212646
	Iteration 8Q: 3 clusters Score -745714.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -745804.437500 Penalty: 2634.212646
	Iteration 9Q: 3 clusters Score -745804.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -745892.812500 Penalty: 2634.212646
	Iteration 10Q: 3 clusters Score -745892.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -745992.312500 Penalty: 2634.212646
	Iteration 11Q: 3 clusters Score -745992.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -746083.437500 Penalty: 2634.212646
	Iteration 12Q: 3 clusters Score -746083.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -746172.187500 Penalty: 2634.212646
	Iteration 13Q: 3 clusters Score -746172.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -746255.000000 Penalty: 2634.212646
	Iteration 14Q: 3 clusters Score -746255 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -746338.437500 Penalty: 2634.212646
	Iteration 15Q: 3 clusters Score -746338.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -746420.312500 Penalty: 2634.212646
	Iteration 16Q: 3 clusters Score -746420.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -746496.812500 Penalty: 2634.212646
	Iteration 17Q: 3 clusters Score -746496.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -746577.250000 Penalty: 2634.212646
	Iteration 18Q: 3 clusters Score -746577.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -746644.375000 Penalty: 2634.212646
	Iteration 19Q: 3 clusters Score -746644.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -746701.562500 Penalty: 2634.212646
	Iteration 20F: 3 clusters Score -746701.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -746741.562500 Penalty: 2634.212646
	Iteration 21Q: 3 clusters Score -746741.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -746779.187500 Penalty: 2634.212646
	Iteration 22Q: 3 clusters Score -746779.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -746813.750000 Penalty: 2634.212646
	Iteration 23Q: 3 clusters Score -746813.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -746847.000000 Penalty: 2634.212646
	Iteration 24Q: 3 clusters Score -746847 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -746872.437500 Penalty: 2634.212646
	Iteration 25Q: 3 clusters Score -746872.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -746895.250000 Penalty: 2634.212646
	Iteration 26Q: 3 clusters Score -746895.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -746914.000000 Penalty: 2634.212646
	Iteration 27Q: 3 clusters Score -746914 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -746928.250000 Penalty: 2634.212646
	Iteration 28Q: 3 clusters Score -746928.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -746936.500000 Penalty: 2634.212646
	Iteration 29Q: 3 clusters Score -746936.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -746940.750000 Penalty: 2634.212646
	Iteration 30Q: 3 clusters Score -746940.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -746950.000000 Penalty: 2634.212646
	Iteration 31Q: 3 clusters Score -746950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -746955.750000 Penalty: 2634.212646
	Iteration 32Q: 3 clusters Score -746955.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -746959.625000 Penalty: 2634.212646
	Iteration 33Q: 3 clusters Score -746959.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -746961.312500 Penalty: 2634.212646
	Iteration 34Q: 3 clusters Score -746961.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -746962.250000 Penalty: 2634.212646
	Iteration 35Q: 3 clusters Score -746962.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -746962.250000 Penalty: 2634.212646
	Iteration 36F: 3 clusters Score -746962.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (47683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47683 members 
Entering Unmasked Estep 
Score: -4764820.500000 Penalty: 1602.922729
	Iteration 0F: 2 clusters Score -4764820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -4733630.000000 Penalty: 3205.845459
	Iteration 0F: 3 clusters Score -4733630 nChanged 22089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -4746002.000000 Penalty: 3205.845459
	Iteration 1F: 3 clusters Score -4746002 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -4746788.500000 Penalty: 3205.845459
	Iteration 2Q: 3 clusters Score -4746788 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -4747574.000000 Penalty: 3205.845459
	Iteration 3Q: 3 clusters Score -4747574 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -4748488.000000 Penalty: 3205.845459
	Iteration 4Q: 3 clusters Score -4748488 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -4749516.000000 Penalty: 3205.845459
	Iteration 5Q: 3 clusters Score -4749516 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25878 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -4750576.000000 Penalty: 3205.845459
	Iteration 6Q: 3 clusters Score -4750576 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26379 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -4751622.000000 Penalty: 3205.845459
	Iteration 7Q: 3 clusters Score -4751622 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26914 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -4752624.000000 Penalty: 3205.845459
	Iteration 8Q: 3 clusters Score -4752624 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27428 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -4753525.500000 Penalty: 3205.845459
	Iteration 9Q: 3 clusters Score -4753526 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27907 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -4754323.000000 Penalty: 3205.845459
	Iteration 10Q: 3 clusters Score -4754323 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28320 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -4755085.500000 Penalty: 3205.845459
	Iteration 11Q: 3 clusters Score -4755086 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28706 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -4755867.500000 Penalty: 3205.845459
	Iteration 12Q: 3 clusters Score -4755868 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29015 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -4756653.500000 Penalty: 3205.845459
	Iteration 13Q: 3 clusters Score -4756654 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29238 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -4757256.500000 Penalty: 3205.845459
	Iteration 14Q: 3 clusters Score -4757256 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29399 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -4757776.500000 Penalty: 3205.845459
	Iteration 15Q: 3 clusters Score -4757776 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29492 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -4758115.000000 Penalty: 3205.845459
	Iteration 16Q: 3 clusters Score -4758115 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29566 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -4758345.000000 Penalty: 3205.845459
	Iteration 17Q: 3 clusters Score -4758345 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29624 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -4758466.500000 Penalty: 3205.845459
	Iteration 18Q: 3 clusters Score -4758466 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29654 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -4758554.500000 Penalty: 3205.845459
	Iteration 19Q: 3 clusters Score -4758554 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29672 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -4758658.500000 Penalty: 3205.845459
	Iteration 20F: 3 clusters Score -4758658 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29654 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -4758718.500000 Penalty: 3205.845459
	Iteration 21Q: 3 clusters Score -4758718 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29643 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -4758789.500000 Penalty: 3205.845459
	Iteration 22Q: 3 clusters Score -4758790 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29603 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -4758876.000000 Penalty: 3205.845459
	Iteration 23Q: 3 clusters Score -4758876 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29513 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -4758979.000000 Penalty: 3205.845459
	Iteration 24Q: 3 clusters Score -4758979 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29369 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -4759084.500000 Penalty: 3205.845459
	Iteration 25Q: 3 clusters Score -4759084 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29195 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -4759183.000000 Penalty: 3205.845459
	Iteration 26Q: 3 clusters Score -4759183 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29024 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -4759307.500000 Penalty: 3205.845459
	Iteration 27Q: 3 clusters Score -4759308 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28806 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -4759453.500000 Penalty: 3205.845459
	Iteration 28Q: 3 clusters Score -4759454 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28607 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -4759583.000000 Penalty: 3205.845459
	Iteration 29Q: 3 clusters Score -4759583 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28371 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -4759802.000000 Penalty: 3205.845459
	Iteration 30Q: 3 clusters Score -4759802 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28155 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -4760006.500000 Penalty: 3205.845459
	Iteration 31Q: 3 clusters Score -4760006 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -4760238.500000 Penalty: 3205.845459
	Iteration 32Q: 3 clusters Score -4760238 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27728 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -4760526.500000 Penalty: 3205.845459
	Iteration 33Q: 3 clusters Score -4760526 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27531 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -4760829.500000 Penalty: 3205.845459
	Iteration 34Q: 3 clusters Score -4760830 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27363 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -4761174.500000 Penalty: 3205.845459
	Iteration 35Q: 3 clusters Score -4761174 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27227 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -4761466.000000 Penalty: 3205.845459
	Iteration 36Q: 3 clusters Score -4761466 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -4761738.500000 Penalty: 3205.845459
	Iteration 37Q: 3 clusters Score -4761738 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27092 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -4761946.000000 Penalty: 3205.845459
	Iteration 38Q: 3 clusters Score -4761946 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -4762112.500000 Penalty: 3205.845459
	Iteration 39Q: 3 clusters Score -4762112 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27164 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -4762260.500000 Penalty: 3205.845459
	Iteration 40F: 3 clusters Score -4762260 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -4762429.000000 Penalty: 3205.845459
	Iteration 41Q: 3 clusters Score -4762429 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27404 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -4762552.000000 Penalty: 3205.845459
	Iteration 42Q: 3 clusters Score -4762552 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27586 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -4762668.500000 Penalty: 3205.845459
	Iteration 43Q: 3 clusters Score -4762668 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27774 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4762762 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27960 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4762838 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28134 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -4762906.500000 Penalty: 3205.845459
	Iteration 46Q: 3 clusters Score -4762906 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28306 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4762928 nChanged 222
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28458 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4762967 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28588 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -4763008.500000 Penalty: 3205.845459
	Iteration 49Q: 3 clusters Score -4763008 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28721 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -4763015.500000 Penalty: 3205.845459
	Iteration 50Q: 3 clusters Score -4763016 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28843 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -4763022.500000 Penalty: 3205.845459
	Iteration 51Q: 3 clusters Score -4763022 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28963 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -4763039.500000 Penalty: 3205.845459
	Iteration 52Q: 3 clusters Score -4763040 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29083 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -4763055.000000 Penalty: 3205.845459
	Iteration 53Q: 3 clusters Score -4763055 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29206 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -4763088.000000 Penalty: 3205.845459
	Iteration 54Q: 3 clusters Score -4763088 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29320 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -4763093.500000 Penalty: 3205.845459
	Iteration 55Q: 3 clusters Score -4763094 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29420 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -4763125.000000 Penalty: 3205.845459
	Iteration 56Q: 3 clusters Score -4763125 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29505 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -4763129.000000 Penalty: 3205.845459
	Iteration 57Q: 3 clusters Score -4763129 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29585 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -4763133.500000 Penalty: 3205.845459
	Iteration 58Q: 3 clusters Score -4763134 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29667 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -4763138.000000 Penalty: 3205.845459
	Iteration 59Q: 3 clusters Score -4763138 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29745 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -4763136.500000 Penalty: 3205.845459
	Iteration 60F: 3 clusters Score -4763136 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29816 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -4763149.500000 Penalty: 3205.845459
	Iteration 61Q: 3 clusters Score -4763150 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29887 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -4763165.000000 Penalty: 3205.845459
	Iteration 62Q: 3 clusters Score -4763165 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29951 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -4763175.000000 Penalty: 3205.845459
	Iteration 63Q: 3 clusters Score -4763175 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30029 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -4763178.000000 Penalty: 3205.845459
	Iteration 64Q: 3 clusters Score -4763178 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30092 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -4763179.500000 Penalty: 3205.845459
	Iteration 65Q: 3 clusters Score -4763180 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30149 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -4763181.000000 Penalty: 3205.845459
	Iteration 66Q: 3 clusters Score -4763181 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30199 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -4763186.000000 Penalty: 3205.845459
	Iteration 67Q: 3 clusters Score -4763186 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -4763191.000000 Penalty: 3205.845459
	Iteration 68Q: 3 clusters Score -4763191 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30271 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -4763199.500000 Penalty: 3205.845459
	Iteration 69Q: 3 clusters Score -4763200 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30306 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -4763203.500000 Penalty: 3205.845459
	Iteration 70Q: 3 clusters Score -4763204 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30334 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -4763210.000000 Penalty: 3205.845459
	Iteration 71Q: 3 clusters Score -4763210 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30362 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -4763208.000000 Penalty: 3205.845459
	Iteration 72Q: 3 clusters Score -4763208 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30390 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -4763208.500000 Penalty: 3205.845459
	Iteration 73Q: 3 clusters Score -4763208 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30415 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -4763210.000000 Penalty: 3205.845459
	Iteration 74Q: 3 clusters Score -4763210 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30443 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -4763207.000000 Penalty: 3205.845459
	Iteration 75Q: 3 clusters Score -4763207 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30463 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4763208 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30479 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -4763213.500000 Penalty: 3205.845459
	Iteration 77Q: 3 clusters Score -4763214 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30503 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -4763217.000000 Penalty: 3205.845459
	Iteration 78Q: 3 clusters Score -4763217 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30521 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -4763215.000000 Penalty: 3205.845459
	Iteration 79Q: 3 clusters Score -4763215 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30534 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -4763216.500000 Penalty: 3205.845459
	Iteration 80F: 3 clusters Score -4763216 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30553 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -4763212.500000 Penalty: 3205.845459
	Iteration 81Q: 3 clusters Score -4763212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30565 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -4763209.500000 Penalty: 3205.845459
	Iteration 82Q: 3 clusters Score -4763210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30579 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -4763222.000000 Penalty: 3205.845459
	Iteration 83Q: 3 clusters Score -4763222 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30595 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -4763229.000000 Penalty: 3205.845459
	Iteration 84Q: 3 clusters Score -4763229 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30610 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -4763222.000000 Penalty: 3205.845459
	Iteration 85Q: 3 clusters Score -4763222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30620 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -4763226.000000 Penalty: 3205.845459
	Iteration 86Q: 3 clusters Score -4763226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30628 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -4763222.500000 Penalty: 3205.845459
	Iteration 87Q: 3 clusters Score -4763222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30640 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -4763224.500000 Penalty: 3205.845459
	Iteration 88Q: 3 clusters Score -4763224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30652 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -4763215.000000 Penalty: 3205.845459
	Iteration 89Q: 3 clusters Score -4763215 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30662 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -4763212.000000 Penalty: 3205.845459
	Iteration 90Q: 3 clusters Score -4763212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30669 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -4763212.000000 Penalty: 3205.845459
	Iteration 91Q: 3 clusters Score -4763212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30678 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -4763212.000000 Penalty: 3205.845459
	Iteration 92Q: 3 clusters Score -4763212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30690 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -4763210.500000 Penalty: 3205.845459
	Iteration 93Q: 3 clusters Score -4763210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30700 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -4763215.500000 Penalty: 3205.845459
	Iteration 94Q: 3 clusters Score -4763216 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30713 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -4763219.500000 Penalty: 3205.845459
	Iteration 95Q: 3 clusters Score -4763220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30718 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -4763226.000000 Penalty: 3205.845459
	Iteration 96Q: 3 clusters Score -4763226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30725 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -4763223.500000 Penalty: 3205.845459
	Iteration 97Q: 3 clusters Score -4763224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30732 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -4763222.500000 Penalty: 3205.845459
	Iteration 98Q: 3 clusters Score -4763222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30739 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -4763223.000000 Penalty: 3205.845459
	Iteration 99Q: 3 clusters Score -4763223 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30750 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -4763222.500000 Penalty: 3205.845459
	Iteration 100F: 3 clusters Score -4763222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30759 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -4763222.000000 Penalty: 3205.845459
	Iteration 101Q: 3 clusters Score -4763222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30769 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -4763219.500000 Penalty: 3205.845459
	Iteration 102Q: 3 clusters Score -4763220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30779 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -4763218.000000 Penalty: 3205.845459
	Iteration 103Q: 3 clusters Score -4763218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30785 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -4763215.000000 Penalty: 3205.845459
	Iteration 104Q: 3 clusters Score -4763215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30788 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -4763217.500000 Penalty: 3205.845459
	Iteration 105Q: 3 clusters Score -4763218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30791 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -4763221.000000 Penalty: 3205.845459
	Iteration 106Q: 3 clusters Score -4763221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30794 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -4763218.500000 Penalty: 3205.845459
	Iteration 107Q: 3 clusters Score -4763218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30800 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -4763220.500000 Penalty: 3205.845459
	Iteration 108Q: 3 clusters Score -4763220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30811 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -4763209.500000 Penalty: 3205.845459
	Iteration 109Q: 3 clusters Score -4763210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30825 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -4763218.000000 Penalty: 3205.845459
	Iteration 110Q: 3 clusters Score -4763218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30836 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -4763215.000000 Penalty: 3205.845459
	Iteration 111Q: 3 clusters Score -4763215 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30846 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -4763211.500000 Penalty: 3205.845459
	Iteration 112Q: 3 clusters Score -4763212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30858 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -4763213.000000 Penalty: 3205.845459
	Iteration 113Q: 3 clusters Score -4763213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30864 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -4763216.000000 Penalty: 3205.845459
	Iteration 114Q: 3 clusters Score -4763216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30870 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -4763211.500000 Penalty: 3205.845459
	Iteration 115Q: 3 clusters Score -4763212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30875 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -4763211.500000 Penalty: 3205.845459
	Iteration 116Q: 3 clusters Score -4763212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30883 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -4763213.500000 Penalty: 3205.845459
	Iteration 117Q: 3 clusters Score -4763214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30892 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -4763213.000000 Penalty: 3205.845459
	Iteration 118Q: 3 clusters Score -4763213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30898 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -4763216.000000 Penalty: 3205.845459
	Iteration 119Q: 3 clusters Score -4763216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30900 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -4763215.500000 Penalty: 3205.845459
	Iteration 120F: 3 clusters Score -4763216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30906 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -4763220.500000 Penalty: 3205.845459
	Iteration 121Q: 3 clusters Score -4763220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30912 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -4763223.500000 Penalty: 3205.845459
	Iteration 122Q: 3 clusters Score -4763224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30919 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -4763221.500000 Penalty: 3205.845459
	Iteration 123Q: 3 clusters Score -4763222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30921 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -4763220.500000 Penalty: 3205.845459
	Iteration 124Q: 3 clusters Score -4763220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30921 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -4763219.000000 Penalty: 3205.845459
	Iteration 125Q: 3 clusters Score -4763219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30921 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -4763219.000000 Penalty: 3205.845459
	Iteration 126Q: 3 clusters Score -4763219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30922 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -4763216.000000 Penalty: 3205.845459
	Iteration 127Q: 3 clusters Score -4763216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30922 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -4763216.000000 Penalty: 3205.845459
	Iteration 128F: 3 clusters Score -4763216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Entering Unmasked Estep 
Score: -784176.937500 Penalty: 1341.837646
	Iteration 0F: 2 clusters Score -784176.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -778528.375000 Penalty: 2683.675293
	Iteration 0F: 3 clusters Score -778528.4 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -780530.687500 Penalty: 2683.675293
	Iteration 1F: 3 clusters Score -780530.7 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -781107.000000 Penalty: 2683.675293
	Iteration 2F: 3 clusters Score -781107 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -781576.000000 Penalty: 2683.675293
	Iteration 3F: 3 clusters Score -781576 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -782028.875000 Penalty: 2683.675293
	Iteration 4F: 3 clusters Score -782028.9 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -782455.125000 Penalty: 2683.675293
	Iteration 5F: 3 clusters Score -782455.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -782784.625000 Penalty: 2683.675293
	Iteration 6F: 3 clusters Score -782784.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -783062.687500 Penalty: 2683.675293
	Iteration 7Q: 3 clusters Score -783062.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -783269.875000 Penalty: 2683.675293
	Iteration 8Q: 3 clusters Score -783269.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -783465.500000 Penalty: 2683.675293
	Iteration 9Q: 3 clusters Score -783465.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -783610.375000 Penalty: 2683.675293
	Iteration 10Q: 3 clusters Score -783610.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -783701.000000 Penalty: 2683.675293
	Iteration 11Q: 3 clusters Score -783701 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -783759.125000 Penalty: 2683.675293
	Iteration 12Q: 3 clusters Score -783759.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -783796.375000 Penalty: 2683.675293
	Iteration 13Q: 3 clusters Score -783796.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -783830.000000 Penalty: 2683.675293
	Iteration 14Q: 3 clusters Score -783830 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -783849.125000 Penalty: 2683.675293
	Iteration 15Q: 3 clusters Score -783849.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -783861.875000 Penalty: 2683.675293
	Iteration 16Q: 3 clusters Score -783861.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -783873.125000 Penalty: 2683.675293
	Iteration 17Q: 3 clusters Score -783873.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -783886.437500 Penalty: 2683.675293
	Iteration 18Q: 3 clusters Score -783886.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -783898.062500 Penalty: 2683.675293
	Iteration 19Q: 3 clusters Score -783898.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -783908.375000 Penalty: 2683.675293
	Iteration 20F: 3 clusters Score -783908.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -783912.062500 Penalty: 2683.675293
	Iteration 21Q: 3 clusters Score -783912.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -783915.750000 Penalty: 2683.675293
	Iteration 22Q: 3 clusters Score -783915.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -783916.500000 Penalty: 2683.675293
	Iteration 23Q: 3 clusters Score -783916.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -783916.562500 Penalty: 2683.675293
	Iteration 24Q: 3 clusters Score -783916.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -783915.812500 Penalty: 2683.675293
	Iteration 25Q: 3 clusters Score -783915.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -783917.750000 Penalty: 2683.675293
	Iteration 26Q: 3 clusters Score -783917.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -783915.812500 Penalty: 2683.675293
	Iteration 27Q: 3 clusters Score -783915.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -783919.500000 Penalty: 2683.675293
	Iteration 28Q: 3 clusters Score -783919.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -783918.625000 Penalty: 2683.675293
	Iteration 29Q: 3 clusters Score -783918.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -783920.312500 Penalty: 2683.675293
	Iteration 30Q: 3 clusters Score -783920.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -783919.187500 Penalty: 2683.675293
	Iteration 31Q: 3 clusters Score -783919.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -783920.562500 Penalty: 2683.675293
	Iteration 32Q: 3 clusters Score -783920.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -783920.562500 Penalty: 2683.675293
	Iteration 33F: 3 clusters Score -783920.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Entering Unmasked Estep 
Score: -1144456.375000 Penalty: 1388.275879
	Iteration 0F: 2 clusters Score -1144456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1136953.000000 Penalty: 2776.551758
	Iteration 0F: 3 clusters Score -1136953 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1139463.000000 Penalty: 2776.551758
	Iteration 1F: 3 clusters Score -1139463 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1139773.500000 Penalty: 2776.551758
	Iteration 2F: 3 clusters Score -1139774 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1140000.000000 Penalty: 2776.551758
	Iteration 3Q: 3 clusters Score -1140000 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1140172.625000 Penalty: 2776.551758
	Iteration 4Q: 3 clusters Score -1140173 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1140318.000000 Penalty: 2776.551758
	Iteration 5Q: 3 clusters Score -1140318 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1140431.750000 Penalty: 2776.551758
	Iteration 6Q: 3 clusters Score -1140432 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1140554.500000 Penalty: 2776.551758
	Iteration 7Q: 3 clusters Score -1140554 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1140699.875000 Penalty: 2776.551758
	Iteration 8Q: 3 clusters Score -1140700 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1140841.000000 Penalty: 2776.551758
	Iteration 9Q: 3 clusters Score -1140841 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1141022.500000 Penalty: 2776.551758
	Iteration 10Q: 3 clusters Score -1141022 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1141220.125000 Penalty: 2776.551758
	Iteration 11Q: 3 clusters Score -1141220 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1141426.500000 Penalty: 2776.551758
	Iteration 12Q: 3 clusters Score -1141426 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1141673.750000 Penalty: 2776.551758
	Iteration 13Q: 3 clusters Score -1141674 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1141942.750000 Penalty: 2776.551758
	Iteration 14Q: 3 clusters Score -1141943 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1142190.875000 Penalty: 2776.551758
	Iteration 15Q: 3 clusters Score -1142191 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1142369.500000 Penalty: 2776.551758
	Iteration 16Q: 3 clusters Score -1142370 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1142511.750000 Penalty: 2776.551758
	Iteration 17Q: 3 clusters Score -1142512 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1142614.500000 Penalty: 2776.551758
	Iteration 18Q: 3 clusters Score -1142614 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1142704.500000 Penalty: 2776.551758
	Iteration 19Q: 3 clusters Score -1142704 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1142781.375000 Penalty: 2776.551758
	Iteration 20F: 3 clusters Score -1142781 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1142843.375000 Penalty: 2776.551758
	Iteration 21Q: 3 clusters Score -1142843 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1142898.875000 Penalty: 2776.551758
	Iteration 22Q: 3 clusters Score -1142899 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1142940.375000 Penalty: 2776.551758
	Iteration 23Q: 3 clusters Score -1142940 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1142977.000000 Penalty: 2776.551758
	Iteration 24Q: 3 clusters Score -1142977 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1143027.125000 Penalty: 2776.551758
	Iteration 25Q: 3 clusters Score -1143027 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1143077.375000 Penalty: 2776.551758
	Iteration 26Q: 3 clusters Score -1143077 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1143134.250000 Penalty: 2776.551758
	Iteration 27Q: 3 clusters Score -1143134 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1143177.875000 Penalty: 2776.551758
	Iteration 28Q: 3 clusters Score -1143178 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1143217.250000 Penalty: 2776.551758
	Iteration 29Q: 3 clusters Score -1143217 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1143256.250000 Penalty: 2776.551758
	Iteration 30Q: 3 clusters Score -1143256 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1143280.000000 Penalty: 2776.551758
	Iteration 31Q: 3 clusters Score -1143280 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1143296.125000 Penalty: 2776.551758
	Iteration 32Q: 3 clusters Score -1143296 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1143311.375000 Penalty: 2776.551758
	Iteration 33Q: 3 clusters Score -1143311 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1143324.500000 Penalty: 2776.551758
	Iteration 34Q: 3 clusters Score -1143324 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1143333.250000 Penalty: 2776.551758
	Iteration 35Q: 3 clusters Score -1143333 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1143337.875000 Penalty: 2776.551758
	Iteration 36Q: 3 clusters Score -1143338 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1143347.250000 Penalty: 2776.551758
	Iteration 37Q: 3 clusters Score -1143347 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1143352.000000 Penalty: 2776.551758
	Iteration 38Q: 3 clusters Score -1143352 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1143363.375000 Penalty: 2776.551758
	Iteration 39Q: 3 clusters Score -1143363 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1143371.250000 Penalty: 2776.551758
	Iteration 40F: 3 clusters Score -1143371 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1143378.875000 Penalty: 2776.551758
	Iteration 41Q: 3 clusters Score -1143379 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1143381.875000 Penalty: 2776.551758
	Iteration 42Q: 3 clusters Score -1143382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1143383.375000 Penalty: 2776.551758
	Iteration 43Q: 3 clusters Score -1143383 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1143384.250000 Penalty: 2776.551758
	Iteration 44Q: 3 clusters Score -1143384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1143383.875000 Penalty: 2776.551758
	Iteration 45Q: 3 clusters Score -1143384 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1143388.500000 Penalty: 2776.551758
	Iteration 46Q: 3 clusters Score -1143388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1143390.250000 Penalty: 2776.551758
	Iteration 47Q: 3 clusters Score -1143390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1143391.875000 Penalty: 2776.551758
	Iteration 48Q: 3 clusters Score -1143392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1143395.375000 Penalty: 2776.551758
	Iteration 49Q: 3 clusters Score -1143395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1143396.625000 Penalty: 2776.551758
	Iteration 50Q: 3 clusters Score -1143397 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1143395.250000 Penalty: 2776.551758
	Iteration 51Q: 3 clusters Score -1143395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1143395.500000 Penalty: 2776.551758
	Iteration 52Q: 3 clusters Score -1143396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1143395.750000 Penalty: 2776.551758
	Iteration 53Q: 3 clusters Score -1143396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1143397.250000 Penalty: 2776.551758
	Iteration 54Q: 3 clusters Score -1143397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1143399.500000 Penalty: 2776.551758
	Iteration 55Q: 3 clusters Score -1143400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1143399.375000 Penalty: 2776.551758
	Iteration 56Q: 3 clusters Score -1143399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1143398.500000 Penalty: 2776.551758
	Iteration 57Q: 3 clusters Score -1143398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1143402.375000 Penalty: 2776.551758
	Iteration 58Q: 3 clusters Score -1143402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1143405.125000 Penalty: 2776.551758
	Iteration 59Q: 3 clusters Score -1143405 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1143405.625000 Penalty: 2776.551758
	Iteration 60F: 3 clusters Score -1143406 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1143411.125000 Penalty: 2776.551758
	Iteration 61Q: 3 clusters Score -1143411 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1143412.000000 Penalty: 2776.551758
	Iteration 62Q: 3 clusters Score -1143412 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1143418.500000 Penalty: 2776.551758
	Iteration 63Q: 3 clusters Score -1143418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1143423.875000 Penalty: 2776.551758
	Iteration 64Q: 3 clusters Score -1143424 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1143419.375000 Penalty: 2776.551758
	Iteration 65Q: 3 clusters Score -1143419 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1143422.375000 Penalty: 2776.551758
	Iteration 66Q: 3 clusters Score -1143422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1143422.125000 Penalty: 2776.551758
	Iteration 67Q: 3 clusters Score -1143422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1143424.750000 Penalty: 2776.551758
	Iteration 68Q: 3 clusters Score -1143425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1143428.625000 Penalty: 2776.551758
	Iteration 69Q: 3 clusters Score -1143429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1143425.875000 Penalty: 2776.551758
	Iteration 70Q: 3 clusters Score -1143426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1143427.500000 Penalty: 2776.551758
	Iteration 71Q: 3 clusters Score -1143428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1143428.875000 Penalty: 2776.551758
	Iteration 72Q: 3 clusters Score -1143429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1143428.625000 Penalty: 2776.551758
	Iteration 73Q: 3 clusters Score -1143429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1143427.625000 Penalty: 2776.551758
	Iteration 74Q: 3 clusters Score -1143428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1143428.750000 Penalty: 2776.551758
	Iteration 75Q: 3 clusters Score -1143429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1143429.375000 Penalty: 2776.551758
	Iteration 76Q: 3 clusters Score -1143429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1143431.750000 Penalty: 2776.551758
	Iteration 77Q: 3 clusters Score -1143432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1143433.125000 Penalty: 2776.551758
	Iteration 78Q: 3 clusters Score -1143433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1143433.250000 Penalty: 2776.551758
	Iteration 79Q: 3 clusters Score -1143433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1143432.500000 Penalty: 2776.551758
	Iteration 80F: 3 clusters Score -1143432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1143435.500000 Penalty: 2776.551758
	Iteration 81Q: 3 clusters Score -1143436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1143437.750000 Penalty: 2776.551758
	Iteration 82Q: 3 clusters Score -1143438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1143436.500000 Penalty: 2776.551758
	Iteration 83Q: 3 clusters Score -1143436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1143439.125000 Penalty: 2776.551758
	Iteration 84Q: 3 clusters Score -1143439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1143439.125000 Penalty: 2776.551758
	Iteration 85Q: 3 clusters Score -1143439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1143438.750000 Penalty: 2776.551758
	Iteration 86Q: 3 clusters Score -1143439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1143436.625000 Penalty: 2776.551758
	Iteration 87Q: 3 clusters Score -1143437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1143439.375000 Penalty: 2776.551758
	Iteration 88Q: 3 clusters Score -1143439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1143438.875000 Penalty: 2776.551758
	Iteration 89Q: 3 clusters Score -1143439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1143438.375000 Penalty: 2776.551758
	Iteration 90Q: 3 clusters Score -1143438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1143438.625000 Penalty: 2776.551758
	Iteration 91Q: 3 clusters Score -1143439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1143438.625000 Penalty: 2776.551758
	Iteration 92F: 3 clusters Score -1143439 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (51731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51731 members 
Entering Unmasked Estep 
Score: -5179280.500000 Penalty: 1615.047241
	Iteration 0F: 2 clusters Score -5179280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25932 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -5145556.000000 Penalty: 3230.094482
	Iteration 0F: 3 clusters Score -5145556 nChanged 23890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26114 members 
Mstep: Class 2 contains 25617 members 
Entering Unmasked Estep 
Score: -5158820.000000 Penalty: 3230.094482
	Iteration 1F: 3 clusters Score -5158820 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26296 members 
Mstep: Class 2 contains 25435 members 
Entering Unmasked Estep 
Score: -5159444.000000 Penalty: 3230.094482
	Iteration 2Q: 3 clusters Score -5159444 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26625 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -5160085.500000 Penalty: 3230.094482
	Iteration 3Q: 3 clusters Score -5160086 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 24633 members 
Entering Unmasked Estep 
Score: -5160743.000000 Penalty: 3230.094482
	Iteration 4Q: 3 clusters Score -5160743 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27741 members 
Mstep: Class 2 contains 23990 members 
Entering Unmasked Estep 
Score: -5161450.000000 Penalty: 3230.094482
	Iteration 5Q: 3 clusters Score -5161450 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -5162293.500000 Penalty: 3230.094482
	Iteration 6Q: 3 clusters Score -5162294 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29784 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -5163371.000000 Penalty: 3230.094482
	Iteration 7Q: 3 clusters Score -5163371 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31230 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -5164712.000000 Penalty: 3230.094482
	Iteration 8Q: 3 clusters Score -5164712 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32912 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -5166380.000000 Penalty: 3230.094482
	Iteration 9F: 3 clusters Score -5166380 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34629 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -5168252.000000 Penalty: 3230.094482
	Iteration 10F: 3 clusters Score -5168252 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36248 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -5169969.500000 Penalty: 3230.094482
	Iteration 11Q: 3 clusters Score -5169970 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37620 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -5171315.000000 Penalty: 3230.094482
	Iteration 12Q: 3 clusters Score -5171315 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38749 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -5172231.000000 Penalty: 3230.094482
	Iteration 13Q: 3 clusters Score -5172231 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39699 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -5172813.500000 Penalty: 3230.094482
	Iteration 14Q: 3 clusters Score -5172814 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40599 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -5173304.500000 Penalty: 3230.094482
	Iteration 15Q: 3 clusters Score -5173304 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41468 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -5173647.000000 Penalty: 3230.094482
	Iteration 16Q: 3 clusters Score -5173647 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42260 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -5173985.500000 Penalty: 3230.094482
	Iteration 17Q: 3 clusters Score -5173986 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43066 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -5174336.000000 Penalty: 3230.094482
	Iteration 18Q: 3 clusters Score -5174336 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43849 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -5174698.000000 Penalty: 3230.094482
	Iteration 19Q: 3 clusters Score -5174698 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44586 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -5175015.000000 Penalty: 3230.094482
	Iteration 20F: 3 clusters Score -5175015 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45336 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -5175385.500000 Penalty: 3230.094482
	Iteration 21Q: 3 clusters Score -5175386 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46013 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -5175673.500000 Penalty: 3230.094482
	Iteration 22Q: 3 clusters Score -5175674 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46655 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -5175920.500000 Penalty: 3230.094482
	Iteration 23Q: 3 clusters Score -5175920 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47263 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -5176192.500000 Penalty: 3230.094482
	Iteration 24Q: 3 clusters Score -5176192 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47802 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -5176465.500000 Penalty: 3230.094482
	Iteration 25Q: 3 clusters Score -5176466 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48291 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -5176642.500000 Penalty: 3230.094482
	Iteration 26Q: 3 clusters Score -5176642 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48736 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -5176851.500000 Penalty: 3230.094482
	Iteration 27Q: 3 clusters Score -5176852 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49134 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -5177061.500000 Penalty: 3230.094482
	Iteration 28Q: 3 clusters Score -5177062 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49499 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -5177226.000000 Penalty: 3230.094482
	Iteration 29Q: 3 clusters Score -5177226 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49782 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -5177380.000000 Penalty: 3230.094482
	Iteration 30Q: 3 clusters Score -5177380 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50012 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -5177507.500000 Penalty: 3230.094482
	Iteration 31Q: 3 clusters Score -5177508 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50198 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -5177604.000000 Penalty: 3230.094482
	Iteration 32Q: 3 clusters Score -5177604 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50343 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -5177670.000000 Penalty: 3230.094482
	Iteration 33Q: 3 clusters Score -5177670 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50457 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -5177726.000000 Penalty: 3230.094482
	Iteration 34Q: 3 clusters Score -5177726 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50555 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -5177781.500000 Penalty: 3230.094482
	Iteration 35Q: 3 clusters Score -5177782 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50640 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -5177833.000000 Penalty: 3230.094482
	Iteration 36Q: 3 clusters Score -5177833 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50711 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -5177875.000000 Penalty: 3230.094482
	Iteration 37Q: 3 clusters Score -5177875 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50780 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -5177901.500000 Penalty: 3230.094482
	Iteration 38Q: 3 clusters Score -5177902 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50828 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -5177938.000000 Penalty: 3230.094482
	Iteration 39Q: 3 clusters Score -5177938 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50876 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -5177953.000000 Penalty: 3230.094482
	Iteration 40F: 3 clusters Score -5177953 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50910 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -5177987.500000 Penalty: 3230.094482
	Iteration 41Q: 3 clusters Score -5177988 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50931 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -5177987.500000 Penalty: 3230.094482
	Iteration 42Q: 3 clusters Score -5177988 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50952 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -5178010.000000 Penalty: 3230.094482
	Iteration 43Q: 3 clusters Score -5178010 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50974 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -5178016.500000 Penalty: 3230.094482
	Iteration 44Q: 3 clusters Score -5178016 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50998 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -5178032.000000 Penalty: 3230.094482
	Iteration 45Q: 3 clusters Score -5178032 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51015 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -5178043.500000 Penalty: 3230.094482
	Iteration 46Q: 3 clusters Score -5178044 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51028 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -5178053.000000 Penalty: 3230.094482
	Iteration 47Q: 3 clusters Score -5178053 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51040 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -5178056.000000 Penalty: 3230.094482
	Iteration 48Q: 3 clusters Score -5178056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51051 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -5178068.000000 Penalty: 3230.094482
	Iteration 49Q: 3 clusters Score -5178068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51062 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -5178069.500000 Penalty: 3230.094482
	Iteration 50Q: 3 clusters Score -5178070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51071 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -5178088.500000 Penalty: 3230.094482
	Iteration 51Q: 3 clusters Score -5178088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51076 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -5178092.000000 Penalty: 3230.094482
	Iteration 52Q: 3 clusters Score -5178092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51082 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -5178099.500000 Penalty: 3230.094482
	Iteration 53Q: 3 clusters Score -5178100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51088 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -5178102.000000 Penalty: 3230.094482
	Iteration 54Q: 3 clusters Score -5178102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51092 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -5178106.000000 Penalty: 3230.094482
	Iteration 55Q: 3 clusters Score -5178106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51096 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -5178101.500000 Penalty: 3230.094482
	Iteration 56Q: 3 clusters Score -5178102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51097 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -5178101.500000 Penalty: 3230.094482
	Iteration 57Q: 3 clusters Score -5178102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51101 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -5178108.500000 Penalty: 3230.094482
	Iteration 58Q: 3 clusters Score -5178108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51103 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -5178106.500000 Penalty: 3230.094482
	Iteration 59Q: 3 clusters Score -5178106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51104 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -5178111.500000 Penalty: 3230.094482
	Iteration 60F: 3 clusters Score -5178112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51105 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -5178117.500000 Penalty: 3230.094482
	Iteration 61Q: 3 clusters Score -5178118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51105 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -5178117.500000 Penalty: 3230.094482
	Iteration 62F: 3 clusters Score -5178118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Entering Unmasked Estep 
Score: -464853.906250 Penalty: 1250.951538
	Iteration 0F: 2 clusters Score -464853.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -461489.093750 Penalty: 2501.903076
	Iteration 0F: 3 clusters Score -461489.1 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -462673.343750 Penalty: 2501.903076
	Iteration 1F: 3 clusters Score -462673.3 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -463154.687500 Penalty: 2501.903076
	Iteration 2F: 3 clusters Score -463154.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -463577.437500 Penalty: 2501.903076
	Iteration 3F: 3 clusters Score -463577.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -463900.843750 Penalty: 2501.903076
	Iteration 4F: 3 clusters Score -463900.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -464150.656250 Penalty: 2501.903076
	Iteration 5F: 3 clusters Score -464150.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -464381.875000 Penalty: 2501.903076
	Iteration 6F: 3 clusters Score -464381.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -464606.625000 Penalty: 2501.903076
	Iteration 7F: 3 clusters Score -464606.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -464783.187500 Penalty: 2501.903076
	Iteration 8Q: 3 clusters Score -464783.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -464924.125000 Penalty: 2501.903076
	Iteration 9Q: 3 clusters Score -464924.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -465022.718750 Penalty: 2501.903076
	Iteration 10Q: 3 clusters Score -465022.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -465097.093750 Penalty: 2501.903076
	Iteration 11Q: 3 clusters Score -465097.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -465139.250000 Penalty: 2501.903076
	Iteration 12Q: 3 clusters Score -465139.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -465164.812500 Penalty: 2501.903076
	Iteration 13Q: 3 clusters Score -465164.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -465193.000000 Penalty: 2501.903076
	Iteration 14Q: 3 clusters Score -465193 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -465219.312500 Penalty: 2501.903076
	Iteration 15Q: 3 clusters Score -465219.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -465235.312500 Penalty: 2501.903076
	Iteration 16Q: 3 clusters Score -465235.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -465245.125000 Penalty: 2501.903076
	Iteration 17Q: 3 clusters Score -465245.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -465250.875000 Penalty: 2501.903076
	Iteration 18Q: 3 clusters Score -465250.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -465254.062500 Penalty: 2501.903076
	Iteration 19Q: 3 clusters Score -465254.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -465256.781250 Penalty: 2501.903076
	Iteration 20F: 3 clusters Score -465256.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -465262.125000 Penalty: 2501.903076
	Iteration 21Q: 3 clusters Score -465262.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -465269.343750 Penalty: 2501.903076
	Iteration 22Q: 3 clusters Score -465269.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -465272.531250 Penalty: 2501.903076
	Iteration 23Q: 3 clusters Score -465272.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -465275.312500 Penalty: 2501.903076
	Iteration 24Q: 3 clusters Score -465275.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -465277.406250 Penalty: 2501.903076
	Iteration 25Q: 3 clusters Score -465277.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -465282.218750 Penalty: 2501.903076
	Iteration 26Q: 3 clusters Score -465282.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -465285.781250 Penalty: 2501.903076
	Iteration 27Q: 3 clusters Score -465285.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -465289.437500 Penalty: 2501.903076
	Iteration 28Q: 3 clusters Score -465289.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -465292.000000 Penalty: 2501.903076
	Iteration 29Q: 3 clusters Score -465292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -465294.031250 Penalty: 2501.903076
	Iteration 30Q: 3 clusters Score -465294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -465297.156250 Penalty: 2501.903076
	Iteration 31Q: 3 clusters Score -465297.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -465299.593750 Penalty: 2501.903076
	Iteration 32Q: 3 clusters Score -465299.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -465300.031250 Penalty: 2501.903076
	Iteration 33Q: 3 clusters Score -465300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -465302.156250 Penalty: 2501.903076
	Iteration 34Q: 3 clusters Score -465302.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -465306.156250 Penalty: 2501.903076
	Iteration 35Q: 3 clusters Score -465306.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -465308.781250 Penalty: 2501.903076
	Iteration 36Q: 3 clusters Score -465308.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -465310.000000 Penalty: 2501.903076
	Iteration 37Q: 3 clusters Score -465310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -465310.000000 Penalty: 2501.903076
	Iteration 38F: 3 clusters Score -465310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61838 members 
Mstep: Class 2 contains 7485 members 
Mstep: Class 3 contains 6985 members 
Mstep: Class 4 contains 47683 members 
Mstep: Class 5 contains 8248 members 
Mstep: Class 6 contains 11269 members 
Mstep: Class 7 contains 51731 members 
Mstep: Class 8 contains 592 members 
Mstep: Class 9 contains 11033 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 12 contains 7465 members 
Mstep: Class 13 contains 20352 members 
Mstep: Class 14 contains 37277 members 
Mstep: Class 15 contains 16471 members 
Mstep: Class 16 contains 21700 members 
Mstep: Class 17 contains 23204 members 
Mstep: Class 18 contains 19575 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 196341 members 
Mstep: Class 21 contains 12032 members 
Mstep: Class 22 contains 1751 members 
Mstep: Class 23 contains 6039 members 
Mstep: Class 24 contains 2473 members 
Mstep: Class 25 contains 36528 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14829 members 
Mstep: Class 28 contains 18249 members 
Mstep: Class 29 contains 36205 members 
Mstep: Class 30 contains 10567 members 
Mstep: Class 31 contains 9790 members 
Mstep: Class 32 contains 947 members 
Mstep: Class 33 contains 7964 members 
Mstep: Class 34 contains 3808 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1636 members 
Mstep: Class 37 contains 4409 members 
Mstep: Class 38 contains 3549 members 
Mstep: Class 39 contains 34615 members 
Mstep: Class 40 contains 17988 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 1993 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1909 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11687 members 
Mstep: Class 48 contains 1795 members 
Mstep: Class 49 contains 1348 members 
Mstep: Class 50 contains 20696 members 
Mstep: Class 51 contains 1007 members 
Mstep: Class 52 contains 4842 members 
Mstep: Class 53 contains 1359 members 
Mstep: Class 54 contains 9261 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 4104 members 
Mstep: Class 57 contains 7827 members 
Mstep: Class 58 contains 3886 members 
Entering Unmasked Estep 
Score: -88141824.000000 Penalty: 118322.257812
Splitting cluster 8 changes total score from -88142144.000000 to -88141824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (11033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Entering Unmasked Estep 
Score: -1154767.000000 Penalty: 1385.126587
	Iteration 0F: 2 clusters Score -1154767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1147353.875000 Penalty: 2770.253174
	Iteration 0F: 3 clusters Score -1147354 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1149671.875000 Penalty: 2770.253174
	Iteration 1F: 3 clusters Score -1149672 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1149959.875000 Penalty: 2770.253174
	Iteration 2F: 3 clusters Score -1149960 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1150183.125000 Penalty: 2770.253174
	Iteration 3Q: 3 clusters Score -1150183 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1150388.750000 Penalty: 2770.253174
	Iteration 4Q: 3 clusters Score -1150389 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1150563.500000 Penalty: 2770.253174
	Iteration 5Q: 3 clusters Score -1150564 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1150718.875000 Penalty: 2770.253174
	Iteration 6Q: 3 clusters Score -1150719 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1150858.250000 Penalty: 2770.253174
	Iteration 7Q: 3 clusters Score -1150858 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1150998.875000 Penalty: 2770.253174
	Iteration 8Q: 3 clusters Score -1150999 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1151132.000000 Penalty: 2770.253174
	Iteration 9Q: 3 clusters Score -1151132 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1151247.000000 Penalty: 2770.253174
	Iteration 10Q: 3 clusters Score -1151247 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1151369.875000 Penalty: 2770.253174
	Iteration 11Q: 3 clusters Score -1151370 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1151500.125000 Penalty: 2770.253174
	Iteration 12Q: 3 clusters Score -1151500 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1151665.625000 Penalty: 2770.253174
	Iteration 13Q: 3 clusters Score -1151666 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1151856.000000 Penalty: 2770.253174
	Iteration 14Q: 3 clusters Score -1151856 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1152079.125000 Penalty: 2770.253174
	Iteration 15Q: 3 clusters Score -1152079 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1152314.125000 Penalty: 2770.253174
	Iteration 16Q: 3 clusters Score -1152314 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1152572.000000 Penalty: 2770.253174
	Iteration 17Q: 3 clusters Score -1152572 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1152835.125000 Penalty: 2770.253174
	Iteration 18Q: 3 clusters Score -1152835 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1153077.125000 Penalty: 2770.253174
	Iteration 19Q: 3 clusters Score -1153077 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1153260.750000 Penalty: 2770.253174
	Iteration 20F: 3 clusters Score -1153261 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1153394.250000 Penalty: 2770.253174
	Iteration 21Q: 3 clusters Score -1153394 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1153510.500000 Penalty: 2770.253174
	Iteration 22Q: 3 clusters Score -1153510 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1153603.750000 Penalty: 2770.253174
	Iteration 23Q: 3 clusters Score -1153604 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1153658.125000 Penalty: 2770.253174
	Iteration 24Q: 3 clusters Score -1153658 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1153695.375000 Penalty: 2770.253174
	Iteration 25Q: 3 clusters Score -1153695 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1153727.500000 Penalty: 2770.253174
	Iteration 26Q: 3 clusters Score -1153728 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1153759.000000 Penalty: 2770.253174
	Iteration 27Q: 3 clusters Score -1153759 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1153781.750000 Penalty: 2770.253174
	Iteration 28Q: 3 clusters Score -1153782 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1153802.750000 Penalty: 2770.253174
	Iteration 29Q: 3 clusters Score -1153803 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1153813.500000 Penalty: 2770.253174
	Iteration 30Q: 3 clusters Score -1153814 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1153824.500000 Penalty: 2770.253174
	Iteration 31Q: 3 clusters Score -1153824 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1153833.250000 Penalty: 2770.253174
	Iteration 32Q: 3 clusters Score -1153833 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1153848.500000 Penalty: 2770.253174
	Iteration 33Q: 3 clusters Score -1153848 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1153862.875000 Penalty: 2770.253174
	Iteration 34Q: 3 clusters Score -1153863 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1153870.250000 Penalty: 2770.253174
	Iteration 35Q: 3 clusters Score -1153870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1153874.875000 Penalty: 2770.253174
	Iteration 36Q: 3 clusters Score -1153875 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1153879.000000 Penalty: 2770.253174
	Iteration 37Q: 3 clusters Score -1153879 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1153882.750000 Penalty: 2770.253174
	Iteration 38Q: 3 clusters Score -1153883 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -1153891.500000 Penalty: 2770.253174
	Iteration 39Q: 3 clusters Score -1153892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1153896.250000 Penalty: 2770.253174
	Iteration 40F: 3 clusters Score -1153896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1153900.250000 Penalty: 2770.253174
	Iteration 41Q: 3 clusters Score -1153900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1153903.875000 Penalty: 2770.253174
	Iteration 42Q: 3 clusters Score -1153904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1153905.250000 Penalty: 2770.253174
	Iteration 43Q: 3 clusters Score -1153905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1153908.500000 Penalty: 2770.253174
	Iteration 44Q: 3 clusters Score -1153908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1153908.625000 Penalty: 2770.253174
	Iteration 45Q: 3 clusters Score -1153909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1153909.375000 Penalty: 2770.253174
	Iteration 46Q: 3 clusters Score -1153909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1153912.750000 Penalty: 2770.253174
	Iteration 47Q: 3 clusters Score -1153913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1153911.625000 Penalty: 2770.253174
	Iteration 48Q: 3 clusters Score -1153912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1153911.625000 Penalty: 2770.253174
	Iteration 49F: 3 clusters Score -1153912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Entering Unmasked Estep 
Score: -1205530.625000 Penalty: 1390.815796
	Iteration 0F: 2 clusters Score -1205531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1197798.875000 Penalty: 2781.631592
	Iteration 0F: 3 clusters Score -1197799 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1200357.250000 Penalty: 2781.631592
	Iteration 1F: 3 clusters Score -1200357 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1200673.500000 Penalty: 2781.631592
	Iteration 2F: 3 clusters Score -1200674 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1200893.500000 Penalty: 2781.631592
	Iteration 3Q: 3 clusters Score -1200894 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1201066.375000 Penalty: 2781.631592
	Iteration 4Q: 3 clusters Score -1201066 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1201233.500000 Penalty: 2781.631592
	Iteration 5Q: 3 clusters Score -1201234 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1201384.125000 Penalty: 2781.631592
	Iteration 6Q: 3 clusters Score -1201384 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1201549.125000 Penalty: 2781.631592
	Iteration 7Q: 3 clusters Score -1201549 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1201707.750000 Penalty: 2781.631592
	Iteration 8Q: 3 clusters Score -1201708 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1201842.625000 Penalty: 2781.631592
	Iteration 9Q: 3 clusters Score -1201843 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1201963.000000 Penalty: 2781.631592
	Iteration 10Q: 3 clusters Score -1201963 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1202072.125000 Penalty: 2781.631592
	Iteration 11Q: 3 clusters Score -1202072 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1202190.625000 Penalty: 2781.631592
	Iteration 12Q: 3 clusters Score -1202191 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1202319.250000 Penalty: 2781.631592
	Iteration 13Q: 3 clusters Score -1202319 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1202447.500000 Penalty: 2781.631592
	Iteration 14Q: 3 clusters Score -1202448 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1202569.500000 Penalty: 2781.631592
	Iteration 15Q: 3 clusters Score -1202570 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1202704.625000 Penalty: 2781.631592
	Iteration 16Q: 3 clusters Score -1202705 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1202828.250000 Penalty: 2781.631592
	Iteration 17Q: 3 clusters Score -1202828 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1202966.375000 Penalty: 2781.631592
	Iteration 18Q: 3 clusters Score -1202966 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1203097.125000 Penalty: 2781.631592
	Iteration 19Q: 3 clusters Score -1203097 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1203211.500000 Penalty: 2781.631592
	Iteration 20F: 3 clusters Score -1203212 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1203328.250000 Penalty: 2781.631592
	Iteration 21Q: 3 clusters Score -1203328 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1203464.875000 Penalty: 2781.631592
	Iteration 22Q: 3 clusters Score -1203465 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1203597.000000 Penalty: 2781.631592
	Iteration 23Q: 3 clusters Score -1203597 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1203709.125000 Penalty: 2781.631592
	Iteration 24Q: 3 clusters Score -1203709 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1203808.125000 Penalty: 2781.631592
	Iteration 25Q: 3 clusters Score -1203808 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1203886.125000 Penalty: 2781.631592
	Iteration 26Q: 3 clusters Score -1203886 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1203946.375000 Penalty: 2781.631592
	Iteration 27Q: 3 clusters Score -1203946 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1203998.250000 Penalty: 2781.631592
	Iteration 28Q: 3 clusters Score -1203998 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1204049.250000 Penalty: 2781.631592
	Iteration 29Q: 3 clusters Score -1204049 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1204102.750000 Penalty: 2781.631592
	Iteration 30Q: 3 clusters Score -1204103 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1204145.500000 Penalty: 2781.631592
	Iteration 31Q: 3 clusters Score -1204146 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1204185.125000 Penalty: 2781.631592
	Iteration 32Q: 3 clusters Score -1204185 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1204225.625000 Penalty: 2781.631592
	Iteration 33Q: 3 clusters Score -1204226 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1204259.750000 Penalty: 2781.631592
	Iteration 34Q: 3 clusters Score -1204260 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1204290.125000 Penalty: 2781.631592
	Iteration 35Q: 3 clusters Score -1204290 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1204324.750000 Penalty: 2781.631592
	Iteration 36Q: 3 clusters Score -1204325 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1204348.875000 Penalty: 2781.631592
	Iteration 37Q: 3 clusters Score -1204349 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1204377.250000 Penalty: 2781.631592
	Iteration 38Q: 3 clusters Score -1204377 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1204405.625000 Penalty: 2781.631592
	Iteration 39Q: 3 clusters Score -1204406 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1204431.500000 Penalty: 2781.631592
	Iteration 40F: 3 clusters Score -1204432 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1204460.750000 Penalty: 2781.631592
	Iteration 41Q: 3 clusters Score -1204461 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1204482.500000 Penalty: 2781.631592
	Iteration 42Q: 3 clusters Score -1204482 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1204497.125000 Penalty: 2781.631592
	Iteration 43Q: 3 clusters Score -1204497 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1204512.250000 Penalty: 2781.631592
	Iteration 44Q: 3 clusters Score -1204512 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1204522.250000 Penalty: 2781.631592
	Iteration 45Q: 3 clusters Score -1204522 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1204531.250000 Penalty: 2781.631592
	Iteration 46Q: 3 clusters Score -1204531 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1204541.875000 Penalty: 2781.631592
	Iteration 47Q: 3 clusters Score -1204542 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1204551.375000 Penalty: 2781.631592
	Iteration 48Q: 3 clusters Score -1204551 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1204562.125000 Penalty: 2781.631592
	Iteration 49Q: 3 clusters Score -1204562 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1204569.375000 Penalty: 2781.631592
	Iteration 50Q: 3 clusters Score -1204569 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1204575.750000 Penalty: 2781.631592
	Iteration 51Q: 3 clusters Score -1204576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1204579.250000 Penalty: 2781.631592
	Iteration 52Q: 3 clusters Score -1204579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1204582.250000 Penalty: 2781.631592
	Iteration 53Q: 3 clusters Score -1204582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1204585.250000 Penalty: 2781.631592
	Iteration 54Q: 3 clusters Score -1204585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1204585.875000 Penalty: 2781.631592
	Iteration 55Q: 3 clusters Score -1204586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1204589.875000 Penalty: 2781.631592
	Iteration 56Q: 3 clusters Score -1204590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1204595.375000 Penalty: 2781.631592
	Iteration 57Q: 3 clusters Score -1204595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1204596.250000 Penalty: 2781.631592
	Iteration 58Q: 3 clusters Score -1204596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1204595.500000 Penalty: 2781.631592
	Iteration 59Q: 3 clusters Score -1204596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1204598.875000 Penalty: 2781.631592
	Iteration 60F: 3 clusters Score -1204599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1204598.875000 Penalty: 2781.631592
	Iteration 61Q: 3 clusters Score -1204599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1204601.750000 Penalty: 2781.631592
	Iteration 62Q: 3 clusters Score -1204602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1204603.500000 Penalty: 2781.631592
	Iteration 63Q: 3 clusters Score -1204604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1204602.875000 Penalty: 2781.631592
	Iteration 64Q: 3 clusters Score -1204603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1204604.750000 Penalty: 2781.631592
	Iteration 65Q: 3 clusters Score -1204605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1204606.875000 Penalty: 2781.631592
	Iteration 66Q: 3 clusters Score -1204607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1204610.750000 Penalty: 2781.631592
	Iteration 67Q: 3 clusters Score -1204611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1204612.500000 Penalty: 2781.631592
	Iteration 68Q: 3 clusters Score -1204612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1204612.500000 Penalty: 2781.631592
	Iteration 69Q: 3 clusters Score -1204612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1204613.375000 Penalty: 2781.631592
	Iteration 70Q: 3 clusters Score -1204613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1204613.375000 Penalty: 2781.631592
	Iteration 71F: 3 clusters Score -1204613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Entering Unmasked Estep 
Score: -1079165.000000 Penalty: 1374.766968
	Iteration 0F: 2 clusters Score -1079165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1072180.125000 Penalty: 2749.533936
	Iteration 0F: 3 clusters Score -1072180 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1074425.375000 Penalty: 2749.533936
	Iteration 1F: 3 clusters Score -1074425 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1074746.125000 Penalty: 2749.533936
	Iteration 2F: 3 clusters Score -1074746 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1075005.625000 Penalty: 2749.533936
	Iteration 3F: 3 clusters Score -1075006 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1075238.500000 Penalty: 2749.533936
	Iteration 4Q: 3 clusters Score -1075238 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1075430.875000 Penalty: 2749.533936
	Iteration 5Q: 3 clusters Score -1075431 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1075605.125000 Penalty: 2749.533936
	Iteration 6Q: 3 clusters Score -1075605 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1075756.500000 Penalty: 2749.533936
	Iteration 7Q: 3 clusters Score -1075756 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1075904.500000 Penalty: 2749.533936
	Iteration 8Q: 3 clusters Score -1075904 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1076054.000000 Penalty: 2749.533936
	Iteration 9Q: 3 clusters Score -1076054 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1076202.500000 Penalty: 2749.533936
	Iteration 10Q: 3 clusters Score -1076202 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1076330.375000 Penalty: 2749.533936
	Iteration 11Q: 3 clusters Score -1076330 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1076459.125000 Penalty: 2749.533936
	Iteration 12Q: 3 clusters Score -1076459 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1076579.000000 Penalty: 2749.533936
	Iteration 13Q: 3 clusters Score -1076579 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1076669.625000 Penalty: 2749.533936
	Iteration 14Q: 3 clusters Score -1076670 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1076732.500000 Penalty: 2749.533936
	Iteration 15Q: 3 clusters Score -1076732 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1076788.000000 Penalty: 2749.533936
	Iteration 16Q: 3 clusters Score -1076788 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1076835.875000 Penalty: 2749.533936
	Iteration 17Q: 3 clusters Score -1076836 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1076885.250000 Penalty: 2749.533936
	Iteration 18Q: 3 clusters Score -1076885 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1076941.000000 Penalty: 2749.533936
	Iteration 19Q: 3 clusters Score -1076941 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1076989.375000 Penalty: 2749.533936
	Iteration 20F: 3 clusters Score -1076989 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1077031.000000 Penalty: 2749.533936
	Iteration 21Q: 3 clusters Score -1077031 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1077072.875000 Penalty: 2749.533936
	Iteration 22Q: 3 clusters Score -1077073 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1077120.875000 Penalty: 2749.533936
	Iteration 23Q: 3 clusters Score -1077121 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1077155.500000 Penalty: 2749.533936
	Iteration 24Q: 3 clusters Score -1077156 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1077191.375000 Penalty: 2749.533936
	Iteration 25Q: 3 clusters Score -1077191 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1077219.375000 Penalty: 2749.533936
	Iteration 26Q: 3 clusters Score -1077219 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1077256.125000 Penalty: 2749.533936
	Iteration 27Q: 3 clusters Score -1077256 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1077283.875000 Penalty: 2749.533936
	Iteration 28Q: 3 clusters Score -1077284 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1077311.625000 Penalty: 2749.533936
	Iteration 29Q: 3 clusters Score -1077312 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1077336.375000 Penalty: 2749.533936
	Iteration 30Q: 3 clusters Score -1077336 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1077358.750000 Penalty: 2749.533936
	Iteration 31Q: 3 clusters Score -1077359 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1077383.250000 Penalty: 2749.533936
	Iteration 32Q: 3 clusters Score -1077383 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1077411.875000 Penalty: 2749.533936
	Iteration 33Q: 3 clusters Score -1077412 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1077441.000000 Penalty: 2749.533936
	Iteration 34Q: 3 clusters Score -1077441 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1077475.125000 Penalty: 2749.533936
	Iteration 35Q: 3 clusters Score -1077475 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1077512.625000 Penalty: 2749.533936
	Iteration 36Q: 3 clusters Score -1077513 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1077546.750000 Penalty: 2749.533936
	Iteration 37Q: 3 clusters Score -1077547 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1077588.875000 Penalty: 2749.533936
	Iteration 38Q: 3 clusters Score -1077589 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1077632.375000 Penalty: 2749.533936
	Iteration 39Q: 3 clusters Score -1077632 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1077671.250000 Penalty: 2749.533936
	Iteration 40F: 3 clusters Score -1077671 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1077710.750000 Penalty: 2749.533936
	Iteration 41Q: 3 clusters Score -1077711 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1077752.500000 Penalty: 2749.533936
	Iteration 42Q: 3 clusters Score -1077752 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1077791.625000 Penalty: 2749.533936
	Iteration 43Q: 3 clusters Score -1077792 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1077825.625000 Penalty: 2749.533936
	Iteration 44Q: 3 clusters Score -1077826 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1077855.000000 Penalty: 2749.533936
	Iteration 45Q: 3 clusters Score -1077855 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1077880.500000 Penalty: 2749.533936
	Iteration 46Q: 3 clusters Score -1077880 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1077900.375000 Penalty: 2749.533936
	Iteration 47Q: 3 clusters Score -1077900 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1077919.250000 Penalty: 2749.533936
	Iteration 48Q: 3 clusters Score -1077919 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1077934.000000 Penalty: 2749.533936
	Iteration 49Q: 3 clusters Score -1077934 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1077957.625000 Penalty: 2749.533936
	Iteration 50Q: 3 clusters Score -1077958 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1077985.375000 Penalty: 2749.533936
	Iteration 51Q: 3 clusters Score -1077985 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1078006.500000 Penalty: 2749.533936
	Iteration 52Q: 3 clusters Score -1078006 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1078026.625000 Penalty: 2749.533936
	Iteration 53Q: 3 clusters Score -1078027 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1078050.250000 Penalty: 2749.533936
	Iteration 54Q: 3 clusters Score -1078050 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1078065.750000 Penalty: 2749.533936
	Iteration 55Q: 3 clusters Score -1078066 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1078080.625000 Penalty: 2749.533936
	Iteration 56Q: 3 clusters Score -1078081 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1078092.750000 Penalty: 2749.533936
	Iteration 57Q: 3 clusters Score -1078093 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1078103.500000 Penalty: 2749.533936
	Iteration 58Q: 3 clusters Score -1078104 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1078110.500000 Penalty: 2749.533936
	Iteration 59Q: 3 clusters Score -1078110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1078114.500000 Penalty: 2749.533936
	Iteration 60F: 3 clusters Score -1078114 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1078125.250000 Penalty: 2749.533936
	Iteration 61Q: 3 clusters Score -1078125 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1078132.750000 Penalty: 2749.533936
	Iteration 62Q: 3 clusters Score -1078133 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1078143.000000 Penalty: 2749.533936
	Iteration 63Q: 3 clusters Score -1078143 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1078148.375000 Penalty: 2749.533936
	Iteration 64Q: 3 clusters Score -1078148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1078153.250000 Penalty: 2749.533936
	Iteration 65Q: 3 clusters Score -1078153 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1078156.375000 Penalty: 2749.533936
	Iteration 66Q: 3 clusters Score -1078156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1078157.750000 Penalty: 2749.533936
	Iteration 67Q: 3 clusters Score -1078158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1078157.125000 Penalty: 2749.533936
	Iteration 68Q: 3 clusters Score -1078157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1078157.125000 Penalty: 2749.533936
	Iteration 69F: 3 clusters Score -1078157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Entering Unmasked Estep 
Score: -748860.375000 Penalty: 1326.995605
	Iteration 0F: 2 clusters Score -748860.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -743662.062500 Penalty: 2653.991211
	Iteration 0F: 3 clusters Score -743662.1 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -745252.187500 Penalty: 2653.991211
	Iteration 1F: 3 clusters Score -745252.2 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -745581.750000 Penalty: 2653.991211
	Iteration 2F: 3 clusters Score -745581.8 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -745905.437500 Penalty: 2653.991211
	Iteration 3F: 3 clusters Score -745905.4 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -746191.312500 Penalty: 2653.991211
	Iteration 4F: 3 clusters Score -746191.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -746403.437500 Penalty: 2653.991211
	Iteration 5F: 3 clusters Score -746403.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -746562.937500 Penalty: 2653.991211
	Iteration 6Q: 3 clusters Score -746562.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -746700.000000 Penalty: 2653.991211
	Iteration 7Q: 3 clusters Score -746700 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -746852.125000 Penalty: 2653.991211
	Iteration 8Q: 3 clusters Score -746852.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -746994.875000 Penalty: 2653.991211
	Iteration 9Q: 3 clusters Score -746994.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -747128.187500 Penalty: 2653.991211
	Iteration 10Q: 3 clusters Score -747128.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -747258.812500 Penalty: 2653.991211
	Iteration 11Q: 3 clusters Score -747258.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -747378.312500 Penalty: 2653.991211
	Iteration 12Q: 3 clusters Score -747378.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -747505.187500 Penalty: 2653.991211
	Iteration 13Q: 3 clusters Score -747505.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -747607.125000 Penalty: 2653.991211
	Iteration 14Q: 3 clusters Score -747607.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -747712.437500 Penalty: 2653.991211
	Iteration 15Q: 3 clusters Score -747712.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -747829.312500 Penalty: 2653.991211
	Iteration 16Q: 3 clusters Score -747829.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -747943.187500 Penalty: 2653.991211
	Iteration 17Q: 3 clusters Score -747943.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -748036.812500 Penalty: 2653.991211
	Iteration 18Q: 3 clusters Score -748036.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -748090.312500 Penalty: 2653.991211
	Iteration 19Q: 3 clusters Score -748090.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -748122.187500 Penalty: 2653.991211
	Iteration 20F: 3 clusters Score -748122.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -748152.812500 Penalty: 2653.991211
	Iteration 21Q: 3 clusters Score -748152.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -748171.750000 Penalty: 2653.991211
	Iteration 22Q: 3 clusters Score -748171.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -748184.312500 Penalty: 2653.991211
	Iteration 23Q: 3 clusters Score -748184.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -748197.562500 Penalty: 2653.991211
	Iteration 24Q: 3 clusters Score -748197.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -748208.500000 Penalty: 2653.991211
	Iteration 25Q: 3 clusters Score -748208.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -748220.500000 Penalty: 2653.991211
	Iteration 26Q: 3 clusters Score -748220.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -748230.812500 Penalty: 2653.991211
	Iteration 27Q: 3 clusters Score -748230.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -748243.375000 Penalty: 2653.991211
	Iteration 28Q: 3 clusters Score -748243.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -748255.937500 Penalty: 2653.991211
	Iteration 29Q: 3 clusters Score -748255.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -748270.625000 Penalty: 2653.991211
	Iteration 30Q: 3 clusters Score -748270.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -748286.187500 Penalty: 2653.991211
	Iteration 31Q: 3 clusters Score -748286.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -748300.062500 Penalty: 2653.991211
	Iteration 32Q: 3 clusters Score -748300.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -748312.750000 Penalty: 2653.991211
	Iteration 33Q: 3 clusters Score -748312.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -748325.625000 Penalty: 2653.991211
	Iteration 34Q: 3 clusters Score -748325.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -748343.187500 Penalty: 2653.991211
	Iteration 35Q: 3 clusters Score -748343.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -748359.875000 Penalty: 2653.991211
	Iteration 36Q: 3 clusters Score -748359.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -748367.750000 Penalty: 2653.991211
	Iteration 37Q: 3 clusters Score -748367.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -748377.250000 Penalty: 2653.991211
	Iteration 38Q: 3 clusters Score -748377.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -748385.875000 Penalty: 2653.991211
	Iteration 39Q: 3 clusters Score -748385.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -748395.750000 Penalty: 2653.991211
	Iteration 40F: 3 clusters Score -748395.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -748399.437500 Penalty: 2653.991211
	Iteration 41Q: 3 clusters Score -748399.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -748406.312500 Penalty: 2653.991211
	Iteration 42Q: 3 clusters Score -748406.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -748416.437500 Penalty: 2653.991211
	Iteration 43Q: 3 clusters Score -748416.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -748427.750000 Penalty: 2653.991211
	Iteration 44Q: 3 clusters Score -748427.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -748435.625000 Penalty: 2653.991211
	Iteration 45Q: 3 clusters Score -748435.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -748443.250000 Penalty: 2653.991211
	Iteration 46Q: 3 clusters Score -748443.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -748449.937500 Penalty: 2653.991211
	Iteration 47Q: 3 clusters Score -748449.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -748452.875000 Penalty: 2653.991211
	Iteration 48Q: 3 clusters Score -748452.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -748455.875000 Penalty: 2653.991211
	Iteration 49Q: 3 clusters Score -748455.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -748459.375000 Penalty: 2653.991211
	Iteration 50Q: 3 clusters Score -748459.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -748462.062500 Penalty: 2653.991211
	Iteration 51Q: 3 clusters Score -748462.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -748461.875000 Penalty: 2653.991211
	Iteration 52Q: 3 clusters Score -748461.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -748464.375000 Penalty: 2653.991211
	Iteration 53Q: 3 clusters Score -748464.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -748464.937500 Penalty: 2653.991211
	Iteration 54Q: 3 clusters Score -748464.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -748466.312500 Penalty: 2653.991211
	Iteration 55Q: 3 clusters Score -748466.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -748466.312500 Penalty: 2653.991211
	Iteration 56F: 3 clusters Score -748466.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (20352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Entering Unmasked Estep 
Score: -2083246.875000 Penalty: 1476.235107
	Iteration 0F: 2 clusters Score -2083247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -2069874.250000 Penalty: 2952.470215
	Iteration 0F: 3 clusters Score -2069874 nChanged 9038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -2074834.875000 Penalty: 2952.470215
	Iteration 1F: 3 clusters Score -2074835 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -2075315.125000 Penalty: 2952.470215
	Iteration 2F: 3 clusters Score -2075315 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -2075694.000000 Penalty: 2952.470215
	Iteration 3Q: 3 clusters Score -2075694 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -2076059.000000 Penalty: 2952.470215
	Iteration 4Q: 3 clusters Score -2076059 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -2076348.750000 Penalty: 2952.470215
	Iteration 5Q: 3 clusters Score -2076349 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -2076603.625000 Penalty: 2952.470215
	Iteration 6Q: 3 clusters Score -2076604 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -2076848.500000 Penalty: 2952.470215
	Iteration 7Q: 3 clusters Score -2076848 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -2077129.500000 Penalty: 2952.470215
	Iteration 8Q: 3 clusters Score -2077130 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -2077416.375000 Penalty: 2952.470215
	Iteration 9Q: 3 clusters Score -2077416 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -2077728.625000 Penalty: 2952.470215
	Iteration 10Q: 3 clusters Score -2077729 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -2078077.625000 Penalty: 2952.470215
	Iteration 11Q: 3 clusters Score -2078078 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -2078468.500000 Penalty: 2952.470215
	Iteration 12Q: 3 clusters Score -2078468 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -2078875.125000 Penalty: 2952.470215
	Iteration 13Q: 3 clusters Score -2078875 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -2079229.500000 Penalty: 2952.470215
	Iteration 14Q: 3 clusters Score -2079230 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -2079499.500000 Penalty: 2952.470215
	Iteration 15Q: 3 clusters Score -2079500 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -2079696.375000 Penalty: 2952.470215
	Iteration 16Q: 3 clusters Score -2079696 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -2079839.250000 Penalty: 2952.470215
	Iteration 17Q: 3 clusters Score -2079839 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -2079982.125000 Penalty: 2952.470215
	Iteration 18Q: 3 clusters Score -2079982 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -2080113.000000 Penalty: 2952.470215
	Iteration 19Q: 3 clusters Score -2080113 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -2080241.125000 Penalty: 2952.470215
	Iteration 20F: 3 clusters Score -2080241 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -2080361.625000 Penalty: 2952.470215
	Iteration 21Q: 3 clusters Score -2080362 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -2080464.125000 Penalty: 2952.470215
	Iteration 22Q: 3 clusters Score -2080464 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -2080581.000000 Penalty: 2952.470215
	Iteration 23Q: 3 clusters Score -2080581 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -2080712.375000 Penalty: 2952.470215
	Iteration 24Q: 3 clusters Score -2080712 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -2080827.125000 Penalty: 2952.470215
	Iteration 25Q: 3 clusters Score -2080827 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -2080928.375000 Penalty: 2952.470215
	Iteration 26Q: 3 clusters Score -2080928 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -2081040.625000 Penalty: 2952.470215
	Iteration 27Q: 3 clusters Score -2081041 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -2081155.875000 Penalty: 2952.470215
	Iteration 28Q: 3 clusters Score -2081156 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -2081262.625000 Penalty: 2952.470215
	Iteration 29Q: 3 clusters Score -2081263 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -2081374.750000 Penalty: 2952.470215
	Iteration 30Q: 3 clusters Score -2081375 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -2081475.375000 Penalty: 2952.470215
	Iteration 31Q: 3 clusters Score -2081475 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -2081572.625000 Penalty: 2952.470215
	Iteration 32Q: 3 clusters Score -2081573 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -2081649.000000 Penalty: 2952.470215
	Iteration 33Q: 3 clusters Score -2081649 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -2081721.625000 Penalty: 2952.470215
	Iteration 34Q: 3 clusters Score -2081722 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -2081771.750000 Penalty: 2952.470215
	Iteration 35Q: 3 clusters Score -2081772 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -2081830.500000 Penalty: 2952.470215
	Iteration 36Q: 3 clusters Score -2081830 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -2081876.750000 Penalty: 2952.470215
	Iteration 37Q: 3 clusters Score -2081877 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -2081910.375000 Penalty: 2952.470215
	Iteration 38Q: 3 clusters Score -2081910 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -2081935.500000 Penalty: 2952.470215
	Iteration 39Q: 3 clusters Score -2081936 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -2081959.750000 Penalty: 2952.470215
	Iteration 40F: 3 clusters Score -2081960 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -2081985.250000 Penalty: 2952.470215
	Iteration 41Q: 3 clusters Score -2081985 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -2081998.375000 Penalty: 2952.470215
	Iteration 42Q: 3 clusters Score -2081998 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -2082012.000000 Penalty: 2952.470215
	Iteration 43Q: 3 clusters Score -2082012 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -2082024.875000 Penalty: 2952.470215
	Iteration 44Q: 3 clusters Score -2082025 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -2082033.250000 Penalty: 2952.470215
	Iteration 45Q: 3 clusters Score -2082033 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -2082041.625000 Penalty: 2952.470215
	Iteration 46Q: 3 clusters Score -2082042 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -2082051.375000 Penalty: 2952.470215
	Iteration 47Q: 3 clusters Score -2082051 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -2082058.125000 Penalty: 2952.470215
	Iteration 48Q: 3 clusters Score -2082058 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -2082072.125000 Penalty: 2952.470215
	Iteration 49Q: 3 clusters Score -2082072 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -2082087.500000 Penalty: 2952.470215
	Iteration 50Q: 3 clusters Score -2082088 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -2082100.625000 Penalty: 2952.470215
	Iteration 51Q: 3 clusters Score -2082101 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -2082107.000000 Penalty: 2952.470215
	Iteration 52Q: 3 clusters Score -2082107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -2082106.125000 Penalty: 2952.470215
	Iteration 53Q: 3 clusters Score -2082106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -2082109.875000 Penalty: 2952.470215
	Iteration 54Q: 3 clusters Score -2082110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -2082114.500000 Penalty: 2952.470215
	Iteration 55Q: 3 clusters Score -2082114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -2082120.750000 Penalty: 2952.470215
	Iteration 56Q: 3 clusters Score -2082121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -2082120.625000 Penalty: 2952.470215
	Iteration 57Q: 3 clusters Score -2082121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -2082119.000000 Penalty: 2952.470215
	Iteration 58Q: 3 clusters Score -2082119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -2082124.750000 Penalty: 2952.470215
	Iteration 59Q: 3 clusters Score -2082125 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -2082129.750000 Penalty: 2952.470215
	Iteration 60F: 3 clusters Score -2082130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 19595 members 
Entering Unmasked Estep 
Score: -2082131.250000 Penalty: 2952.470215
	Iteration 61Q: 3 clusters Score -2082131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -2082133.000000 Penalty: 2952.470215
	Iteration 62Q: 3 clusters Score -2082133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -2082134.125000 Penalty: 2952.470215
	Iteration 63Q: 3 clusters Score -2082134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -2082133.000000 Penalty: 2952.470215
	Iteration 64Q: 3 clusters Score -2082133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -2082132.625000 Penalty: 2952.470215
	Iteration 65Q: 3 clusters Score -2082133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -2082133.500000 Penalty: 2952.470215
	Iteration 66Q: 3 clusters Score -2082134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -2082137.500000 Penalty: 2952.470215
	Iteration 67Q: 3 clusters Score -2082138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -2082135.125000 Penalty: 2952.470215
	Iteration 68Q: 3 clusters Score -2082135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -2082135.250000 Penalty: 2952.470215
	Iteration 69Q: 3 clusters Score -2082135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -2082137.375000 Penalty: 2952.470215
	Iteration 70Q: 3 clusters Score -2082137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -2082137.375000 Penalty: 2952.470215
	Iteration 71F: 3 clusters Score -2082137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (37277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37277 members 
Entering Unmasked Estep 
Score: -3874415.000000 Penalty: 1566.288452
	Iteration 0F: 2 clusters Score -3874415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -3850249.250000 Penalty: 3132.576904
	Iteration 0F: 3 clusters Score -3850249 nChanged 16818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -3859601.500000 Penalty: 3132.576904
	Iteration 1F: 3 clusters Score -3859602 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -3860181.500000 Penalty: 3132.576904
	Iteration 2Q: 3 clusters Score -3860182 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -3860770.250000 Penalty: 3132.576904
	Iteration 3Q: 3 clusters Score -3860770 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -3861402.250000 Penalty: 3132.576904
	Iteration 4Q: 3 clusters Score -3861402 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -3862221.500000 Penalty: 3132.576904
	Iteration 5Q: 3 clusters Score -3862222 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -3863188.250000 Penalty: 3132.576904
	Iteration 6F: 3 clusters Score -3863188 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -3864311.250000 Penalty: 3132.576904
	Iteration 7F: 3 clusters Score -3864311 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -3865490.000000 Penalty: 3132.576904
	Iteration 8F: 3 clusters Score -3865490 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27372 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -3866638.250000 Penalty: 3132.576904
	Iteration 9F: 3 clusters Score -3866638 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29059 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -3867802.000000 Penalty: 3132.576904
	Iteration 10F: 3 clusters Score -3867802 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30736 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -3868942.000000 Penalty: 3132.576904
	Iteration 11Q: 3 clusters Score -3868942 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32260 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -3869950.250000 Penalty: 3132.576904
	Iteration 12Q: 3 clusters Score -3869950 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33555 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -3870804.750000 Penalty: 3132.576904
	Iteration 13Q: 3 clusters Score -3870805 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34608 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -3871556.750000 Penalty: 3132.576904
	Iteration 14Q: 3 clusters Score -3871557 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35386 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -3872078.750000 Penalty: 3132.576904
	Iteration 15Q: 3 clusters Score -3872079 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35907 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -3872456.750000 Penalty: 3132.576904
	Iteration 16Q: 3 clusters Score -3872457 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36259 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -3872712.000000 Penalty: 3132.576904
	Iteration 17Q: 3 clusters Score -3872712 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36472 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3872889.250000 Penalty: 3132.576904
	Iteration 18Q: 3 clusters Score -3872889 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36591 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3872973.000000 Penalty: 3132.576904
	Iteration 19Q: 3 clusters Score -3872973 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36664 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -3873027.750000 Penalty: 3132.576904
	Iteration 20F: 3 clusters Score -3873028 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36716 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -3873062.250000 Penalty: 3132.576904
	Iteration 21Q: 3 clusters Score -3873062 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36760 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3873101.750000 Penalty: 3132.576904
	Iteration 22Q: 3 clusters Score -3873102 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36781 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -3873122.250000 Penalty: 3132.576904
	Iteration 23Q: 3 clusters Score -3873122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36796 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -3873130.250000 Penalty: 3132.576904
	Iteration 24Q: 3 clusters Score -3873130 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36810 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -3873142.500000 Penalty: 3132.576904
	Iteration 25Q: 3 clusters Score -3873142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36821 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -3873153.250000 Penalty: 3132.576904
	Iteration 26Q: 3 clusters Score -3873153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36828 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3873160.750000 Penalty: 3132.576904
	Iteration 27Q: 3 clusters Score -3873161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36835 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3873158.500000 Penalty: 3132.576904
	Iteration 28Q: 3 clusters Score -3873158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36845 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -3873170.750000 Penalty: 3132.576904
	Iteration 29Q: 3 clusters Score -3873171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36851 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -3873174.250000 Penalty: 3132.576904
	Iteration 30Q: 3 clusters Score -3873174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36853 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -3873177.500000 Penalty: 3132.576904
	Iteration 31Q: 3 clusters Score -3873178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36854 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3873178.750000 Penalty: 3132.576904
	Iteration 32Q: 3 clusters Score -3873179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36856 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3873184.000000 Penalty: 3132.576904
	Iteration 33Q: 3 clusters Score -3873184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36858 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3873187.000000 Penalty: 3132.576904
	Iteration 34Q: 3 clusters Score -3873187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36858 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3873187.000000 Penalty: 3132.576904
	Iteration 35F: 3 clusters Score -3873187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Entering Unmasked Estep 
Score: -1726806.750000 Penalty: 1444.752197
	Iteration 0F: 2 clusters Score -1726807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1715875.750000 Penalty: 2889.504395
	Iteration 0F: 3 clusters Score -1715876 nChanged 7188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1719742.750000 Penalty: 2889.504395
	Iteration 1F: 3 clusters Score -1719743 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1720169.250000 Penalty: 2889.504395
	Iteration 2F: 3 clusters Score -1720169 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1720532.875000 Penalty: 2889.504395
	Iteration 3F: 3 clusters Score -1720533 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1720866.750000 Penalty: 2889.504395
	Iteration 4Q: 3 clusters Score -1720867 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1721202.125000 Penalty: 2889.504395
	Iteration 5Q: 3 clusters Score -1721202 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1721538.750000 Penalty: 2889.504395
	Iteration 6Q: 3 clusters Score -1721539 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1721896.500000 Penalty: 2889.504395
	Iteration 7Q: 3 clusters Score -1721896 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1722270.750000 Penalty: 2889.504395
	Iteration 8Q: 3 clusters Score -1722271 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1722607.625000 Penalty: 2889.504395
	Iteration 9Q: 3 clusters Score -1722608 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1722927.750000 Penalty: 2889.504395
	Iteration 10Q: 3 clusters Score -1722928 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1723217.875000 Penalty: 2889.504395
	Iteration 11Q: 3 clusters Score -1723218 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1723422.625000 Penalty: 2889.504395
	Iteration 12Q: 3 clusters Score -1723423 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1723555.875000 Penalty: 2889.504395
	Iteration 13Q: 3 clusters Score -1723556 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1723628.750000 Penalty: 2889.504395
	Iteration 14Q: 3 clusters Score -1723629 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1723696.250000 Penalty: 2889.504395
	Iteration 15Q: 3 clusters Score -1723696 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1723743.000000 Penalty: 2889.504395
	Iteration 16Q: 3 clusters Score -1723743 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1723787.125000 Penalty: 2889.504395
	Iteration 17Q: 3 clusters Score -1723787 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1723818.750000 Penalty: 2889.504395
	Iteration 18Q: 3 clusters Score -1723819 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1723842.750000 Penalty: 2889.504395
	Iteration 19Q: 3 clusters Score -1723843 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1723868.125000 Penalty: 2889.504395
	Iteration 20F: 3 clusters Score -1723868 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1723874.875000 Penalty: 2889.504395
	Iteration 21Q: 3 clusters Score -1723875 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1723887.000000 Penalty: 2889.504395
	Iteration 22Q: 3 clusters Score -1723887 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1723894.250000 Penalty: 2889.504395
	Iteration 23Q: 3 clusters Score -1723894 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1723909.625000 Penalty: 2889.504395
	Iteration 24Q: 3 clusters Score -1723910 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1723919.125000 Penalty: 2889.504395
	Iteration 25Q: 3 clusters Score -1723919 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1723929.875000 Penalty: 2889.504395
	Iteration 26Q: 3 clusters Score -1723930 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1723932.500000 Penalty: 2889.504395
	Iteration 27Q: 3 clusters Score -1723932 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1723934.625000 Penalty: 2889.504395
	Iteration 28Q: 3 clusters Score -1723935 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1723938.500000 Penalty: 2889.504395
	Iteration 29Q: 3 clusters Score -1723938 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1723941.250000 Penalty: 2889.504395
	Iteration 30Q: 3 clusters Score -1723941 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1723946.625000 Penalty: 2889.504395
	Iteration 31Q: 3 clusters Score -1723947 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1723949.000000 Penalty: 2889.504395
	Iteration 32Q: 3 clusters Score -1723949 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1723952.500000 Penalty: 2889.504395
	Iteration 33Q: 3 clusters Score -1723952 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1723955.250000 Penalty: 2889.504395
	Iteration 34Q: 3 clusters Score -1723955 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1723955.250000 Penalty: 2889.504395
	Iteration 35Q: 3 clusters Score -1723955 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1723959.125000 Penalty: 2889.504395
	Iteration 36Q: 3 clusters Score -1723959 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1723954.000000 Penalty: 2889.504395
	Iteration 37Q: 3 clusters Score -1723954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1723957.625000 Penalty: 2889.504395
	Iteration 38Q: 3 clusters Score -1723958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1723961.500000 Penalty: 2889.504395
	Iteration 39Q: 3 clusters Score -1723962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1723961.125000 Penalty: 2889.504395
	Iteration 40F: 3 clusters Score -1723961 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1723963.000000 Penalty: 2889.504395
	Iteration 41Q: 3 clusters Score -1723963 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1723962.375000 Penalty: 2889.504395
	Iteration 42Q: 3 clusters Score -1723962 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1723966.875000 Penalty: 2889.504395
	Iteration 43Q: 3 clusters Score -1723967 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1723967.250000 Penalty: 2889.504395
	Iteration 44Q: 3 clusters Score -1723967 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1723970.500000 Penalty: 2889.504395
	Iteration 45Q: 3 clusters Score -1723970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1723974.000000 Penalty: 2889.504395
	Iteration 46Q: 3 clusters Score -1723974 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1723976.000000 Penalty: 2889.504395
	Iteration 47Q: 3 clusters Score -1723976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1723978.625000 Penalty: 2889.504395
	Iteration 48Q: 3 clusters Score -1723979 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1723980.125000 Penalty: 2889.504395
	Iteration 49Q: 3 clusters Score -1723980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1723977.500000 Penalty: 2889.504395
	Iteration 50Q: 3 clusters Score -1723978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1723979.375000 Penalty: 2889.504395
	Iteration 51Q: 3 clusters Score -1723979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1723976.625000 Penalty: 2889.504395
	Iteration 52Q: 3 clusters Score -1723977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1723980.250000 Penalty: 2889.504395
	Iteration 53Q: 3 clusters Score -1723980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1723979.750000 Penalty: 2889.504395
	Iteration 54Q: 3 clusters Score -1723980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1723978.750000 Penalty: 2889.504395
	Iteration 55Q: 3 clusters Score -1723979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1723981.500000 Penalty: 2889.504395
	Iteration 56Q: 3 clusters Score -1723982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1723983.000000 Penalty: 2889.504395
	Iteration 57Q: 3 clusters Score -1723983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1723982.375000 Penalty: 2889.504395
	Iteration 58Q: 3 clusters Score -1723982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1723984.250000 Penalty: 2889.504395
	Iteration 59Q: 3 clusters Score -1723984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1723984.750000 Penalty: 2889.504395
	Iteration 60F: 3 clusters Score -1723985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Entering Unmasked Estep 
Score: -2051249.125000 Penalty: 1485.778076
	Iteration 0F: 2 clusters Score -2051249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -2037049.250000 Penalty: 2971.556152
	Iteration 0F: 3 clusters Score -2037049 nChanged 9606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -2042355.625000 Penalty: 2971.556152
	Iteration 1F: 3 clusters Score -2042356 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -2042848.625000 Penalty: 2971.556152
	Iteration 2F: 3 clusters Score -2042849 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -2043252.625000 Penalty: 2971.556152
	Iteration 3Q: 3 clusters Score -2043253 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -2043666.125000 Penalty: 2971.556152
	Iteration 4Q: 3 clusters Score -2043666 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -2044085.625000 Penalty: 2971.556152
	Iteration 5Q: 3 clusters Score -2044086 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -2044579.000000 Penalty: 2971.556152
	Iteration 6Q: 3 clusters Score -2044579 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -2045158.875000 Penalty: 2971.556152
	Iteration 7Q: 3 clusters Score -2045159 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -2045807.875000 Penalty: 2971.556152
	Iteration 8Q: 3 clusters Score -2045808 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -2046451.125000 Penalty: 2971.556152
	Iteration 9Q: 3 clusters Score -2046451 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -2046934.125000 Penalty: 2971.556152
	Iteration 10Q: 3 clusters Score -2046934 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -2047243.500000 Penalty: 2971.556152
	Iteration 11Q: 3 clusters Score -2047244 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -2047434.500000 Penalty: 2971.556152
	Iteration 12Q: 3 clusters Score -2047434 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -2047533.125000 Penalty: 2971.556152
	Iteration 13Q: 3 clusters Score -2047533 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -2047608.125000 Penalty: 2971.556152
	Iteration 14Q: 3 clusters Score -2047608 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -2047655.750000 Penalty: 2971.556152
	Iteration 15Q: 3 clusters Score -2047656 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -2047712.000000 Penalty: 2971.556152
	Iteration 16Q: 3 clusters Score -2047712 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -2047742.000000 Penalty: 2971.556152
	Iteration 17Q: 3 clusters Score -2047742 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -2047770.500000 Penalty: 2971.556152
	Iteration 18Q: 3 clusters Score -2047770 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -2047802.625000 Penalty: 2971.556152
	Iteration 19Q: 3 clusters Score -2047803 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -2047856.625000 Penalty: 2971.556152
	Iteration 20F: 3 clusters Score -2047857 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -2047903.500000 Penalty: 2971.556152
	Iteration 21Q: 3 clusters Score -2047904 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -2047946.625000 Penalty: 2971.556152
	Iteration 22Q: 3 clusters Score -2047947 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -2047990.375000 Penalty: 2971.556152
	Iteration 23Q: 3 clusters Score -2047990 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -2048046.375000 Penalty: 2971.556152
	Iteration 24Q: 3 clusters Score -2048046 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -2048092.750000 Penalty: 2971.556152
	Iteration 25Q: 3 clusters Score -2048093 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -2048133.500000 Penalty: 2971.556152
	Iteration 26Q: 3 clusters Score -2048134 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -2048183.875000 Penalty: 2971.556152
	Iteration 27Q: 3 clusters Score -2048184 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -2048225.000000 Penalty: 2971.556152
	Iteration 28Q: 3 clusters Score -2048225 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -2048265.000000 Penalty: 2971.556152
	Iteration 29Q: 3 clusters Score -2048265 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -2048308.375000 Penalty: 2971.556152
	Iteration 30Q: 3 clusters Score -2048308 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -2048361.750000 Penalty: 2971.556152
	Iteration 31Q: 3 clusters Score -2048362 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -2048417.625000 Penalty: 2971.556152
	Iteration 32Q: 3 clusters Score -2048418 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -2048480.500000 Penalty: 2971.556152
	Iteration 33Q: 3 clusters Score -2048480 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -2048555.000000 Penalty: 2971.556152
	Iteration 34Q: 3 clusters Score -2048555 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -2048628.125000 Penalty: 2971.556152
	Iteration 35Q: 3 clusters Score -2048628 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -2048702.500000 Penalty: 2971.556152
	Iteration 36Q: 3 clusters Score -2048702 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -2048793.000000 Penalty: 2971.556152
	Iteration 37Q: 3 clusters Score -2048793 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -2048891.250000 Penalty: 2971.556152
	Iteration 38Q: 3 clusters Score -2048891 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -2048994.750000 Penalty: 2971.556152
	Iteration 39Q: 3 clusters Score -2048995 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -2049082.625000 Penalty: 2971.556152
	Iteration 40F: 3 clusters Score -2049083 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -2049185.750000 Penalty: 2971.556152
	Iteration 41Q: 3 clusters Score -2049186 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -2049309.625000 Penalty: 2971.556152
	Iteration 42Q: 3 clusters Score -2049310 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -2049418.125000 Penalty: 2971.556152
	Iteration 43Q: 3 clusters Score -2049418 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -2049530.250000 Penalty: 2971.556152
	Iteration 44Q: 3 clusters Score -2049530 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -2049633.500000 Penalty: 2971.556152
	Iteration 45Q: 3 clusters Score -2049634 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2049707.250000 Penalty: 2971.556152
	Iteration 46Q: 3 clusters Score -2049707 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2049777.625000 Penalty: 2971.556152
	Iteration 47Q: 3 clusters Score -2049778 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2049836.500000 Penalty: 2971.556152
	Iteration 48Q: 3 clusters Score -2049836 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2049881.375000 Penalty: 2971.556152
	Iteration 49Q: 3 clusters Score -2049881 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2049928.125000 Penalty: 2971.556152
	Iteration 50Q: 3 clusters Score -2049928 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2049977.500000 Penalty: 2971.556152
	Iteration 51Q: 3 clusters Score -2049978 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2050016.625000 Penalty: 2971.556152
	Iteration 52Q: 3 clusters Score -2050017 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2050040.250000 Penalty: 2971.556152
	Iteration 53Q: 3 clusters Score -2050040 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2050064.875000 Penalty: 2971.556152
	Iteration 54Q: 3 clusters Score -2050065 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2050101.375000 Penalty: 2971.556152
	Iteration 55Q: 3 clusters Score -2050101 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2050133.375000 Penalty: 2971.556152
	Iteration 56Q: 3 clusters Score -2050133 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2050170.375000 Penalty: 2971.556152
	Iteration 57Q: 3 clusters Score -2050170 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2050186.250000 Penalty: 2971.556152
	Iteration 58Q: 3 clusters Score -2050186 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2050203.875000 Penalty: 2971.556152
	Iteration 59Q: 3 clusters Score -2050204 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2050225.750000 Penalty: 2971.556152
	Iteration 60F: 3 clusters Score -2050226 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2050238.000000 Penalty: 2971.556152
	Iteration 61Q: 3 clusters Score -2050238 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2050251.000000 Penalty: 2971.556152
	Iteration 62Q: 3 clusters Score -2050251 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2050265.750000 Penalty: 2971.556152
	Iteration 63Q: 3 clusters Score -2050266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2050273.500000 Penalty: 2971.556152
	Iteration 64Q: 3 clusters Score -2050274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2050276.625000 Penalty: 2971.556152
	Iteration 65Q: 3 clusters Score -2050277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2050278.250000 Penalty: 2971.556152
	Iteration 66Q: 3 clusters Score -2050278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2050288.875000 Penalty: 2971.556152
	Iteration 67Q: 3 clusters Score -2050289 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2050292.625000 Penalty: 2971.556152
	Iteration 68Q: 3 clusters Score -2050293 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2050290.875000 Penalty: 2971.556152
	Iteration 69Q: 3 clusters Score -2050291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2050294.250000 Penalty: 2971.556152
	Iteration 70Q: 3 clusters Score -2050294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2050300.625000 Penalty: 2971.556152
	Iteration 71Q: 3 clusters Score -2050301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2050302.750000 Penalty: 2971.556152
	Iteration 72Q: 3 clusters Score -2050303 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2050304.000000 Penalty: 2971.556152
	Iteration 73Q: 3 clusters Score -2050304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2050309.250000 Penalty: 2971.556152
	Iteration 74Q: 3 clusters Score -2050309 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2050316.500000 Penalty: 2971.556152
	Iteration 75Q: 3 clusters Score -2050316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2050321.500000 Penalty: 2971.556152
	Iteration 76Q: 3 clusters Score -2050322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2050324.500000 Penalty: 2971.556152
	Iteration 77Q: 3 clusters Score -2050324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2050331.750000 Penalty: 2971.556152
	Iteration 78Q: 3 clusters Score -2050332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2050335.625000 Penalty: 2971.556152
	Iteration 79Q: 3 clusters Score -2050336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2050335.375000 Penalty: 2971.556152
	Iteration 80F: 3 clusters Score -2050335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2050338.625000 Penalty: 2971.556152
	Iteration 81Q: 3 clusters Score -2050339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2050339.250000 Penalty: 2971.556152
	Iteration 82Q: 3 clusters Score -2050339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2050342.250000 Penalty: 2971.556152
	Iteration 83Q: 3 clusters Score -2050342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20839 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2050346.250000 Penalty: 2971.556152
	Iteration 84Q: 3 clusters Score -2050346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2050346.875000 Penalty: 2971.556152
	Iteration 85Q: 3 clusters Score -2050347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20842 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2050348.625000 Penalty: 2971.556152
	Iteration 86Q: 3 clusters Score -2050349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2050346.500000 Penalty: 2971.556152
	Iteration 87Q: 3 clusters Score -2050346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2050347.000000 Penalty: 2971.556152
	Iteration 88Q: 3 clusters Score -2050347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20848 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2050346.500000 Penalty: 2971.556152
	Iteration 89Q: 3 clusters Score -2050346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2050347.125000 Penalty: 2971.556152
	Iteration 90Q: 3 clusters Score -2050347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2050346.250000 Penalty: 2971.556152
	Iteration 91Q: 3 clusters Score -2050346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2050346.250000 Penalty: 2971.556152
	Iteration 92F: 3 clusters Score -2050346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (23204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Entering Unmasked Estep 
Score: -2288814.500000 Penalty: 1495.749512
	Iteration 0F: 2 clusters Score -2288814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -2273656.250000 Penalty: 2991.499023
	Iteration 0F: 3 clusters Score -2273656 nChanged 10300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -2279258.500000 Penalty: 2991.499023
	Iteration 1F: 3 clusters Score -2279258 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -2279696.250000 Penalty: 2991.499023
	Iteration 2F: 3 clusters Score -2279696 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -2280080.000000 Penalty: 2991.499023
	Iteration 3Q: 3 clusters Score -2280080 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -2280414.000000 Penalty: 2991.499023
	Iteration 4Q: 3 clusters Score -2280414 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -2280687.750000 Penalty: 2991.499023
	Iteration 5Q: 3 clusters Score -2280688 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -2280966.750000 Penalty: 2991.499023
	Iteration 6Q: 3 clusters Score -2280967 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -2281279.250000 Penalty: 2991.499023
	Iteration 7Q: 3 clusters Score -2281279 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -2281648.000000 Penalty: 2991.499023
	Iteration 8Q: 3 clusters Score -2281648 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -2282086.750000 Penalty: 2991.499023
	Iteration 9Q: 3 clusters Score -2282087 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -2282580.000000 Penalty: 2991.499023
	Iteration 10Q: 3 clusters Score -2282580 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -2283148.500000 Penalty: 2991.499023
	Iteration 11Q: 3 clusters Score -2283148 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -2283729.750000 Penalty: 2991.499023
	Iteration 12Q: 3 clusters Score -2283730 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -2284289.750000 Penalty: 2991.499023
	Iteration 13Q: 3 clusters Score -2284290 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -2284696.250000 Penalty: 2991.499023
	Iteration 14Q: 3 clusters Score -2284696 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -2285016.250000 Penalty: 2991.499023
	Iteration 15Q: 3 clusters Score -2285016 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -2285222.500000 Penalty: 2991.499023
	Iteration 16Q: 3 clusters Score -2285222 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -2285360.250000 Penalty: 2991.499023
	Iteration 17Q: 3 clusters Score -2285360 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -2285466.000000 Penalty: 2991.499023
	Iteration 18Q: 3 clusters Score -2285466 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -2285569.500000 Penalty: 2991.499023
	Iteration 19Q: 3 clusters Score -2285570 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -2285661.750000 Penalty: 2991.499023
	Iteration 20F: 3 clusters Score -2285662 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -2285740.750000 Penalty: 2991.499023
	Iteration 21Q: 3 clusters Score -2285741 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -2285805.500000 Penalty: 2991.499023
	Iteration 22Q: 3 clusters Score -2285806 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -2285867.500000 Penalty: 2991.499023
	Iteration 23Q: 3 clusters Score -2285868 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -2285923.500000 Penalty: 2991.499023
	Iteration 24Q: 3 clusters Score -2285924 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -2285988.500000 Penalty: 2991.499023
	Iteration 25Q: 3 clusters Score -2285988 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -2286056.500000 Penalty: 2991.499023
	Iteration 26Q: 3 clusters Score -2286056 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -2286146.750000 Penalty: 2991.499023
	Iteration 27Q: 3 clusters Score -2286147 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -2286214.750000 Penalty: 2991.499023
	Iteration 28Q: 3 clusters Score -2286215 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -2286311.500000 Penalty: 2991.499023
	Iteration 29Q: 3 clusters Score -2286312 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -2286383.750000 Penalty: 2991.499023
	Iteration 30Q: 3 clusters Score -2286384 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -2286449.750000 Penalty: 2991.499023
	Iteration 31Q: 3 clusters Score -2286450 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -2286515.500000 Penalty: 2991.499023
	Iteration 32Q: 3 clusters Score -2286516 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -2286558.250000 Penalty: 2991.499023
	Iteration 33Q: 3 clusters Score -2286558 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -2286626.000000 Penalty: 2991.499023
	Iteration 34Q: 3 clusters Score -2286626 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -2286690.500000 Penalty: 2991.499023
	Iteration 35Q: 3 clusters Score -2286690 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -2286768.750000 Penalty: 2991.499023
	Iteration 36Q: 3 clusters Score -2286769 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -2286848.500000 Penalty: 2991.499023
	Iteration 37Q: 3 clusters Score -2286848 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -2286915.500000 Penalty: 2991.499023
	Iteration 38Q: 3 clusters Score -2286916 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -2286991.000000 Penalty: 2991.499023
	Iteration 39Q: 3 clusters Score -2286991 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -2287054.750000 Penalty: 2991.499023
	Iteration 40F: 3 clusters Score -2287055 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -2287128.500000 Penalty: 2991.499023
	Iteration 41Q: 3 clusters Score -2287128 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -2287198.750000 Penalty: 2991.499023
	Iteration 42Q: 3 clusters Score -2287199 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -2287267.750000 Penalty: 2991.499023
	Iteration 43Q: 3 clusters Score -2287268 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -2287324.500000 Penalty: 2991.499023
	Iteration 44Q: 3 clusters Score -2287324 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2287346.000000 Penalty: 2991.499023
	Iteration 45Q: 3 clusters Score -2287346 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2287370.250000 Penalty: 2991.499023
	Iteration 46Q: 3 clusters Score -2287370 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2287391.250000 Penalty: 2991.499023
	Iteration 47Q: 3 clusters Score -2287391 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2287409.250000 Penalty: 2991.499023
	Iteration 48Q: 3 clusters Score -2287409 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2287416.250000 Penalty: 2991.499023
	Iteration 49Q: 3 clusters Score -2287416 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2287429.000000 Penalty: 2991.499023
	Iteration 50Q: 3 clusters Score -2287429 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2287444.500000 Penalty: 2991.499023
	Iteration 51Q: 3 clusters Score -2287444 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2287462.500000 Penalty: 2991.499023
	Iteration 52Q: 3 clusters Score -2287462 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2287477.500000 Penalty: 2991.499023
	Iteration 53Q: 3 clusters Score -2287478 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2287494.250000 Penalty: 2991.499023
	Iteration 54Q: 3 clusters Score -2287494 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2287510.750000 Penalty: 2991.499023
	Iteration 55Q: 3 clusters Score -2287511 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2287521.000000 Penalty: 2991.499023
	Iteration 56Q: 3 clusters Score -2287521 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2287531.000000 Penalty: 2991.499023
	Iteration 57Q: 3 clusters Score -2287531 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2287538.750000 Penalty: 2991.499023
	Iteration 58Q: 3 clusters Score -2287539 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2287546.000000 Penalty: 2991.499023
	Iteration 59Q: 3 clusters Score -2287546 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2287549.000000 Penalty: 2991.499023
	Iteration 60F: 3 clusters Score -2287549 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2287556.250000 Penalty: 2991.499023
	Iteration 61Q: 3 clusters Score -2287556 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2287566.000000 Penalty: 2991.499023
	Iteration 62Q: 3 clusters Score -2287566 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2287576.250000 Penalty: 2991.499023
	Iteration 63Q: 3 clusters Score -2287576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2287587.250000 Penalty: 2991.499023
	Iteration 64Q: 3 clusters Score -2287587 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2287591.750000 Penalty: 2991.499023
	Iteration 65Q: 3 clusters Score -2287592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2287591.500000 Penalty: 2991.499023
	Iteration 66Q: 3 clusters Score -2287592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2287596.000000 Penalty: 2991.499023
	Iteration 67Q: 3 clusters Score -2287596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2287601.000000 Penalty: 2991.499023
	Iteration 68Q: 3 clusters Score -2287601 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2287605.750000 Penalty: 2991.499023
	Iteration 69Q: 3 clusters Score -2287606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2287609.750000 Penalty: 2991.499023
	Iteration 70Q: 3 clusters Score -2287610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2287610.750000 Penalty: 2991.499023
	Iteration 71Q: 3 clusters Score -2287611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2287612.000000 Penalty: 2991.499023
	Iteration 72Q: 3 clusters Score -2287612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2287613.250000 Penalty: 2991.499023
	Iteration 73Q: 3 clusters Score -2287613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2287618.250000 Penalty: 2991.499023
	Iteration 74Q: 3 clusters Score -2287618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2287624.750000 Penalty: 2991.499023
	Iteration 75Q: 3 clusters Score -2287625 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2287624.750000 Penalty: 2991.499023
	Iteration 76Q: 3 clusters Score -2287625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2287626.750000 Penalty: 2991.499023
	Iteration 77Q: 3 clusters Score -2287627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2287625.750000 Penalty: 2991.499023
	Iteration 78Q: 3 clusters Score -2287626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2287628.750000 Penalty: 2991.499023
	Iteration 79Q: 3 clusters Score -2287629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2287630.000000 Penalty: 2991.499023
	Iteration 80F: 3 clusters Score -2287630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2287628.750000 Penalty: 2991.499023
	Iteration 81Q: 3 clusters Score -2287629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2287631.250000 Penalty: 2991.499023
	Iteration 82Q: 3 clusters Score -2287631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2287632.000000 Penalty: 2991.499023
	Iteration 83Q: 3 clusters Score -2287632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2287628.500000 Penalty: 2991.499023
	Iteration 84Q: 3 clusters Score -2287628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2287633.000000 Penalty: 2991.499023
	Iteration 85Q: 3 clusters Score -2287633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2287632.250000 Penalty: 2991.499023
	Iteration 86Q: 3 clusters Score -2287632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2287635.000000 Penalty: 2991.499023
	Iteration 87Q: 3 clusters Score -2287635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2287638.750000 Penalty: 2991.499023
	Iteration 88Q: 3 clusters Score -2287639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2287635.750000 Penalty: 2991.499023
	Iteration 89Q: 3 clusters Score -2287636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2287635.750000 Penalty: 2991.499023
	Iteration 90F: 3 clusters Score -2287636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Entering Unmasked Estep 
Score: -2036383.500000 Penalty: 1470.442871
	Iteration 0F: 2 clusters Score -2036384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -2023603.500000 Penalty: 2940.885742
	Iteration 0F: 3 clusters Score -2023604 nChanged 8537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -2028054.625000 Penalty: 2940.885742
	Iteration 1F: 3 clusters Score -2028055 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -2028448.250000 Penalty: 2940.885742
	Iteration 2F: 3 clusters Score -2028448 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -2028789.000000 Penalty: 2940.885742
	Iteration 3Q: 3 clusters Score -2028789 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -2029074.125000 Penalty: 2940.885742
	Iteration 4Q: 3 clusters Score -2029074 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -2029414.125000 Penalty: 2940.885742
	Iteration 5Q: 3 clusters Score -2029414 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -2029846.375000 Penalty: 2940.885742
	Iteration 6Q: 3 clusters Score -2029846 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -2030376.125000 Penalty: 2940.885742
	Iteration 7F: 3 clusters Score -2030376 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -2030997.125000 Penalty: 2940.885742
	Iteration 8F: 3 clusters Score -2030997 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -2031648.500000 Penalty: 2940.885742
	Iteration 9F: 3 clusters Score -2031648 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -2032230.125000 Penalty: 2940.885742
	Iteration 10F: 3 clusters Score -2032230 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -2032691.875000 Penalty: 2940.885742
	Iteration 11Q: 3 clusters Score -2032692 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -2033060.000000 Penalty: 2940.885742
	Iteration 12Q: 3 clusters Score -2033060 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -2033364.625000 Penalty: 2940.885742
	Iteration 13Q: 3 clusters Score -2033365 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -2033627.000000 Penalty: 2940.885742
	Iteration 14Q: 3 clusters Score -2033627 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -2033800.625000 Penalty: 2940.885742
	Iteration 15Q: 3 clusters Score -2033801 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -2033951.500000 Penalty: 2940.885742
	Iteration 16Q: 3 clusters Score -2033952 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -2034076.250000 Penalty: 2940.885742
	Iteration 17Q: 3 clusters Score -2034076 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -2034186.750000 Penalty: 2940.885742
	Iteration 18Q: 3 clusters Score -2034187 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -2034254.625000 Penalty: 2940.885742
	Iteration 19Q: 3 clusters Score -2034255 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -2034317.625000 Penalty: 2940.885742
	Iteration 20F: 3 clusters Score -2034318 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -2034371.875000 Penalty: 2940.885742
	Iteration 21Q: 3 clusters Score -2034372 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -2034420.750000 Penalty: 2940.885742
	Iteration 22Q: 3 clusters Score -2034421 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -2034458.500000 Penalty: 2940.885742
	Iteration 23Q: 3 clusters Score -2034458 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -2034484.625000 Penalty: 2940.885742
	Iteration 24Q: 3 clusters Score -2034485 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -2034505.750000 Penalty: 2940.885742
	Iteration 25Q: 3 clusters Score -2034506 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -2034527.375000 Penalty: 2940.885742
	Iteration 26Q: 3 clusters Score -2034527 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -2034548.500000 Penalty: 2940.885742
	Iteration 27Q: 3 clusters Score -2034548 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -2034568.125000 Penalty: 2940.885742
	Iteration 28Q: 3 clusters Score -2034568 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -2034589.125000 Penalty: 2940.885742
	Iteration 29Q: 3 clusters Score -2034589 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -2034599.125000 Penalty: 2940.885742
	Iteration 30Q: 3 clusters Score -2034599 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -2034615.500000 Penalty: 2940.885742
	Iteration 31Q: 3 clusters Score -2034616 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -2034633.625000 Penalty: 2940.885742
	Iteration 32Q: 3 clusters Score -2034634 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -2034652.250000 Penalty: 2940.885742
	Iteration 33Q: 3 clusters Score -2034652 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -2034672.500000 Penalty: 2940.885742
	Iteration 34Q: 3 clusters Score -2034672 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -2034684.500000 Penalty: 2940.885742
	Iteration 35Q: 3 clusters Score -2034684 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -2034704.250000 Penalty: 2940.885742
	Iteration 36Q: 3 clusters Score -2034704 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -2034720.125000 Penalty: 2940.885742
	Iteration 37Q: 3 clusters Score -2034720 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -2034729.500000 Penalty: 2940.885742
	Iteration 38Q: 3 clusters Score -2034730 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -2034740.500000 Penalty: 2940.885742
	Iteration 39Q: 3 clusters Score -2034740 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -2034759.750000 Penalty: 2940.885742
	Iteration 40F: 3 clusters Score -2034760 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -2034769.750000 Penalty: 2940.885742
	Iteration 41Q: 3 clusters Score -2034770 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -2034783.500000 Penalty: 2940.885742
	Iteration 42Q: 3 clusters Score -2034784 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -2034794.500000 Penalty: 2940.885742
	Iteration 43Q: 3 clusters Score -2034794 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -2034805.625000 Penalty: 2940.885742
	Iteration 44Q: 3 clusters Score -2034806 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -2034824.375000 Penalty: 2940.885742
	Iteration 45Q: 3 clusters Score -2034824 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -2034823.375000 Penalty: 2940.885742
	Iteration 46Q: 3 clusters Score -2034823 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -2034834.375000 Penalty: 2940.885742
	Iteration 47Q: 3 clusters Score -2034834 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -2034839.250000 Penalty: 2940.885742
	Iteration 48Q: 3 clusters Score -2034839 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -2034850.125000 Penalty: 2940.885742
	Iteration 49Q: 3 clusters Score -2034850 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -2034859.250000 Penalty: 2940.885742
	Iteration 50Q: 3 clusters Score -2034859 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -2034868.625000 Penalty: 2940.885742
	Iteration 51Q: 3 clusters Score -2034869 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -2034876.250000 Penalty: 2940.885742
	Iteration 52Q: 3 clusters Score -2034876 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -2034879.000000 Penalty: 2940.885742
	Iteration 53Q: 3 clusters Score -2034879 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -2034888.125000 Penalty: 2940.885742
	Iteration 54Q: 3 clusters Score -2034888 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -2034901.625000 Penalty: 2940.885742
	Iteration 55Q: 3 clusters Score -2034902 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -2034910.500000 Penalty: 2940.885742
	Iteration 56Q: 3 clusters Score -2034910 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -2034916.250000 Penalty: 2940.885742
	Iteration 57Q: 3 clusters Score -2034916 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -2034929.375000 Penalty: 2940.885742
	Iteration 58Q: 3 clusters Score -2034929 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -2034941.875000 Penalty: 2940.885742
	Iteration 59Q: 3 clusters Score -2034942 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -2034944.250000 Penalty: 2940.885742
	Iteration 60F: 3 clusters Score -2034944 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -2034955.125000 Penalty: 2940.885742
	Iteration 61Q: 3 clusters Score -2034955 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -2034965.125000 Penalty: 2940.885742
	Iteration 62Q: 3 clusters Score -2034965 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -2034971.500000 Penalty: 2940.885742
	Iteration 63Q: 3 clusters Score -2034972 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -2034977.750000 Penalty: 2940.885742
	Iteration 64Q: 3 clusters Score -2034978 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -2034999.125000 Penalty: 2940.885742
	Iteration 65Q: 3 clusters Score -2034999 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -2035010.875000 Penalty: 2940.885742
	Iteration 66Q: 3 clusters Score -2035011 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -2035029.375000 Penalty: 2940.885742
	Iteration 67Q: 3 clusters Score -2035029 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -2035046.500000 Penalty: 2940.885742
	Iteration 68Q: 3 clusters Score -2035046 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -2035069.750000 Penalty: 2940.885742
	Iteration 69Q: 3 clusters Score -2035070 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -2035079.750000 Penalty: 2940.885742
	Iteration 70Q: 3 clusters Score -2035080 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -2035089.375000 Penalty: 2940.885742
	Iteration 71Q: 3 clusters Score -2035089 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -2035101.125000 Penalty: 2940.885742
	Iteration 72Q: 3 clusters Score -2035101 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -2035113.875000 Penalty: 2940.885742
	Iteration 73Q: 3 clusters Score -2035114 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -2035125.500000 Penalty: 2940.885742
	Iteration 74Q: 3 clusters Score -2035126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -2035135.625000 Penalty: 2940.885742
	Iteration 75Q: 3 clusters Score -2035136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -2035137.250000 Penalty: 2940.885742
	Iteration 76Q: 3 clusters Score -2035137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -2035138.750000 Penalty: 2940.885742
	Iteration 77Q: 3 clusters Score -2035139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -2035139.625000 Penalty: 2940.885742
	Iteration 78Q: 3 clusters Score -2035140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -2035142.125000 Penalty: 2940.885742
	Iteration 79Q: 3 clusters Score -2035142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -2035144.500000 Penalty: 2940.885742
	Iteration 80F: 3 clusters Score -2035144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -2035145.250000 Penalty: 2940.885742
	Iteration 81Q: 3 clusters Score -2035145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -2035147.250000 Penalty: 2940.885742
	Iteration 82Q: 3 clusters Score -2035147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -2035147.375000 Penalty: 2940.885742
	Iteration 83Q: 3 clusters Score -2035147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -2035149.125000 Penalty: 2940.885742
	Iteration 84Q: 3 clusters Score -2035149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -2035148.875000 Penalty: 2940.885742
	Iteration 85Q: 3 clusters Score -2035149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -2035147.500000 Penalty: 2940.885742
	Iteration 86Q: 3 clusters Score -2035148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -2035148.125000 Penalty: 2940.885742
	Iteration 87Q: 3 clusters Score -2035148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -2035149.625000 Penalty: 2940.885742
	Iteration 88Q: 3 clusters Score -2035150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -2035147.875000 Penalty: 2940.885742
	Iteration 89Q: 3 clusters Score -2035148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -2035150.750000 Penalty: 2940.885742
	Iteration 90Q: 3 clusters Score -2035151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -2035149.625000 Penalty: 2940.885742
	Iteration 91Q: 3 clusters Score -2035150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -2035149.625000 Penalty: 2940.885742
	Iteration 92F: 3 clusters Score -2035150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Entering Unmasked Estep 
Score: -36146.968750 Penalty: 897.723267
	Iteration 0F: 2 clusters Score -36146.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -35301.984375 Penalty: 1795.446533
	Iteration 0F: 3 clusters Score -35301.98 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -35460.746094 Penalty: 1795.446533
	Iteration 1F: 3 clusters Score -35460.75 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -35511.968750 Penalty: 1795.446533
	Iteration 2F: 3 clusters Score -35511.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -35553.218750 Penalty: 1795.446533
	Iteration 3Q: 3 clusters Score -35553.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -35555.328125 Penalty: 1795.446533
	Iteration 4Q: 3 clusters Score -35555.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -35555.328125 Penalty: 1795.446533
	Iteration 5F: 3 clusters Score -35555.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (196341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196341 members 
Entering Unmasked Estep 
Score: -19677844.000000 Penalty: 1813.516113
	Iteration 0F: 2 clusters Score -1.967784e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98608 members 
Mstep: Class 2 contains 97733 members 
Entering Unmasked Estep 
Score: -19547654.000000 Penalty: 3627.032227
	Iteration 0F: 3 clusters Score -1.954765e+07 nChanged 94600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105148 members 
Mstep: Class 2 contains 91193 members 
Entering Unmasked Estep 
Score: -19604122.000000 Penalty: 3627.032227
	Iteration 1F: 3 clusters Score -1.960412e+07 nChanged 7354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109572 members 
Mstep: Class 2 contains 86769 members 
Entering Unmasked Estep 
Score: -19606546.000000 Penalty: 3627.032227
	Iteration 2Q: 3 clusters Score -1.960655e+07 nChanged 8898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116304 members 
Mstep: Class 2 contains 80037 members 
Entering Unmasked Estep 
Score: -19610262.000000 Penalty: 3627.032227
	Iteration 3Q: 3 clusters Score -1.961026e+07 nChanged 11305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126037 members 
Mstep: Class 2 contains 70304 members 
Entering Unmasked Estep 
Score: -19616346.000000 Penalty: 3627.032227
	Iteration 4F: 3 clusters Score -1.961635e+07 nChanged 14228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139243 members 
Mstep: Class 2 contains 57098 members 
Entering Unmasked Estep 
Score: -19626532.000000 Penalty: 3627.032227
	Iteration 5F: 3 clusters Score -1.962653e+07 nChanged 16029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154654 members 
Mstep: Class 2 contains 41687 members 
Entering Unmasked Estep 
Score: -19640224.000000 Penalty: 3627.032227
	Iteration 6F: 3 clusters Score -1.964022e+07 nChanged 14994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169344 members 
Mstep: Class 2 contains 26997 members 
Entering Unmasked Estep 
Score: -19654808.000000 Penalty: 3627.032227
	Iteration 7F: 3 clusters Score -1.965481e+07 nChanged 10930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180028 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -19665170.000000 Penalty: 3627.032227
	Iteration 8F: 3 clusters Score -1.966517e+07 nChanged 6235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186081 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -19670780.000000 Penalty: 3627.032227
	Iteration 9Q: 3 clusters Score -1.967078e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189223 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -19673352.000000 Penalty: 3627.032227
	Iteration 10Q: 3 clusters Score -1.967335e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191015 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -19674544.000000 Penalty: 3627.032227
	Iteration 11Q: 3 clusters Score -1.967454e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192097 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -19675302.000000 Penalty: 3627.032227
	Iteration 12Q: 3 clusters Score -1.96753e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192812 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -19675642.000000 Penalty: 3627.032227
	Iteration 13Q: 3 clusters Score -1.967564e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193313 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -19675910.000000 Penalty: 3627.032227
	Iteration 14Q: 3 clusters Score -1.967591e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193685 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -19676062.000000 Penalty: 3627.032227
	Iteration 15Q: 3 clusters Score -1.967606e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193961 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -19676140.000000 Penalty: 3627.032227
	Iteration 16Q: 3 clusters Score -1.967614e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194125 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -19676214.000000 Penalty: 3627.032227
	Iteration 17Q: 3 clusters Score -1.967621e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194253 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -19676272.000000 Penalty: 3627.032227
	Iteration 18Q: 3 clusters Score -1.967627e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194349 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -19676344.000000 Penalty: 3627.032227
	Iteration 19Q: 3 clusters Score -1.967634e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194426 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -19676366.000000 Penalty: 3627.032227
	Iteration 20F: 3 clusters Score -1.967637e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194484 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -19676386.000000 Penalty: 3627.032227
	Iteration 21Q: 3 clusters Score -1.967639e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194540 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -19676430.000000 Penalty: 3627.032227
	Iteration 22Q: 3 clusters Score -1.967643e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194599 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -19676456.000000 Penalty: 3627.032227
	Iteration 23Q: 3 clusters Score -1.967646e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194661 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -19676498.000000 Penalty: 3627.032227
	Iteration 24Q: 3 clusters Score -1.96765e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194717 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -19676524.000000 Penalty: 3627.032227
	Iteration 25Q: 3 clusters Score -1.967652e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194767 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -19676536.000000 Penalty: 3627.032227
	Iteration 26Q: 3 clusters Score -1.967654e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194801 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -19676548.000000 Penalty: 3627.032227
	Iteration 27Q: 3 clusters Score -1.967655e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194830 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -19676540.000000 Penalty: 3627.032227
	Iteration 28Q: 3 clusters Score -1.967654e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194857 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -19676554.000000 Penalty: 3627.032227
	Iteration 29Q: 3 clusters Score -1.967655e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194875 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -19676566.000000 Penalty: 3627.032227
	Iteration 30Q: 3 clusters Score -1.967657e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194895 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -19676586.000000 Penalty: 3627.032227
	Iteration 31Q: 3 clusters Score -1.967659e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194923 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -19676588.000000 Penalty: 3627.032227
	Iteration 32Q: 3 clusters Score -1.967659e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194953 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -19676606.000000 Penalty: 3627.032227
	Iteration 33Q: 3 clusters Score -1.967661e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194979 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -19676620.000000 Penalty: 3627.032227
	Iteration 34Q: 3 clusters Score -1.967662e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195007 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -19676626.000000 Penalty: 3627.032227
	Iteration 35Q: 3 clusters Score -1.967663e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195026 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -19676646.000000 Penalty: 3627.032227
	Iteration 36Q: 3 clusters Score -1.967665e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195039 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -19676652.000000 Penalty: 3627.032227
	Iteration 37Q: 3 clusters Score -1.967665e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195044 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -19676652.000000 Penalty: 3627.032227
	Iteration 38Q: 3 clusters Score -1.967665e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195052 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -19676640.000000 Penalty: 3627.032227
	Iteration 39Q: 3 clusters Score -1.967664e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195065 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -19676646.000000 Penalty: 3627.032227
	Iteration 40F: 3 clusters Score -1.967665e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195070 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -19676652.000000 Penalty: 3627.032227
	Iteration 41Q: 3 clusters Score -1.967665e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195073 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -19676658.000000 Penalty: 3627.032227
	Iteration 42Q: 3 clusters Score -1.967666e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195078 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -19676632.000000 Penalty: 3627.032227
	Iteration 43Q: 3 clusters Score -1.967663e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195083 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -19676650.000000 Penalty: 3627.032227
	Iteration 44Q: 3 clusters Score -1.967665e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195088 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -19676662.000000 Penalty: 3627.032227
	Iteration 45Q: 3 clusters Score -1.967666e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195091 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -19676658.000000 Penalty: 3627.032227
	Iteration 46Q: 3 clusters Score -1.967666e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195092 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -19676662.000000 Penalty: 3627.032227
	Iteration 47Q: 3 clusters Score -1.967666e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195092 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -19676658.000000 Penalty: 3627.032227
	Iteration 48Q: 3 clusters Score -1.967666e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195094 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -19676662.000000 Penalty: 3627.032227
	Iteration 49Q: 3 clusters Score -1.967666e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195098 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -19676664.000000 Penalty: 3627.032227
	Iteration 50Q: 3 clusters Score -1.967666e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195099 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -19676660.000000 Penalty: 3627.032227
	Iteration 51Q: 3 clusters Score -1.967666e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195101 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -19676670.000000 Penalty: 3627.032227
	Iteration 52Q: 3 clusters Score -1.967667e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195105 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -19676670.000000 Penalty: 3627.032227
	Iteration 53Q: 3 clusters Score -1.967667e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195105 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -19676670.000000 Penalty: 3627.032227
	Iteration 54F: 3 clusters Score -1.967667e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Entering Unmasked Estep 
Score: -1220708.625000 Penalty: 1398.024292
	Iteration 0F: 2 clusters Score -1220709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1212631.250000 Penalty: 2796.048584
	Iteration 0F: 3 clusters Score -1212631 nChanged 5096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1215369.750000 Penalty: 2796.048584
	Iteration 1F: 3 clusters Score -1215370 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1215810.000000 Penalty: 2796.048584
	Iteration 2F: 3 clusters Score -1215810 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1216247.000000 Penalty: 2796.048584
	Iteration 3F: 3 clusters Score -1216247 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1216652.125000 Penalty: 2796.048584
	Iteration 4F: 3 clusters Score -1216652 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1217093.500000 Penalty: 2796.048584
	Iteration 5F: 3 clusters Score -1217094 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1217526.500000 Penalty: 2796.048584
	Iteration 6F: 3 clusters Score -1217526 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1217960.000000 Penalty: 2796.048584
	Iteration 7F: 3 clusters Score -1217960 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1218410.125000 Penalty: 2796.048584
	Iteration 8Q: 3 clusters Score -1218410 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1218832.625000 Penalty: 2796.048584
	Iteration 9Q: 3 clusters Score -1218833 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1219170.000000 Penalty: 2796.048584
	Iteration 10Q: 3 clusters Score -1219170 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1219398.125000 Penalty: 2796.048584
	Iteration 11Q: 3 clusters Score -1219398 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1219563.375000 Penalty: 2796.048584
	Iteration 12Q: 3 clusters Score -1219563 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1219639.750000 Penalty: 2796.048584
	Iteration 13Q: 3 clusters Score -1219640 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1219674.125000 Penalty: 2796.048584
	Iteration 14Q: 3 clusters Score -1219674 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1219697.125000 Penalty: 2796.048584
	Iteration 15Q: 3 clusters Score -1219697 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1219713.500000 Penalty: 2796.048584
	Iteration 16Q: 3 clusters Score -1219714 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1219728.875000 Penalty: 2796.048584
	Iteration 17Q: 3 clusters Score -1219729 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1219745.625000 Penalty: 2796.048584
	Iteration 18Q: 3 clusters Score -1219746 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1219760.125000 Penalty: 2796.048584
	Iteration 19Q: 3 clusters Score -1219760 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1219767.625000 Penalty: 2796.048584
	Iteration 20F: 3 clusters Score -1219768 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1219772.500000 Penalty: 2796.048584
	Iteration 21Q: 3 clusters Score -1219772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1219776.875000 Penalty: 2796.048584
	Iteration 22Q: 3 clusters Score -1219777 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1219781.625000 Penalty: 2796.048584
	Iteration 23Q: 3 clusters Score -1219782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1219783.750000 Penalty: 2796.048584
	Iteration 24Q: 3 clusters Score -1219784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1219784.375000 Penalty: 2796.048584
	Iteration 25Q: 3 clusters Score -1219784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1219787.500000 Penalty: 2796.048584
	Iteration 26Q: 3 clusters Score -1219788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1219784.750000 Penalty: 2796.048584
	Iteration 27Q: 3 clusters Score -1219785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1219786.625000 Penalty: 2796.048584
	Iteration 28Q: 3 clusters Score -1219787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1219788.375000 Penalty: 2796.048584
	Iteration 29Q: 3 clusters Score -1219788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1219787.875000 Penalty: 2796.048584
	Iteration 30Q: 3 clusters Score -1219788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1219787.500000 Penalty: 2796.048584
	Iteration 31Q: 3 clusters Score -1219788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1219787.500000 Penalty: 2796.048584
	Iteration 32F: 3 clusters Score -1219788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Entering Unmasked Estep 
Score: -161805.640625 Penalty: 1111.229858
	Iteration 0F: 2 clusters Score -161805.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -160098.281250 Penalty: 2222.459717
	Iteration 0F: 3 clusters Score -160098.3 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -160551.937500 Penalty: 2222.459717
	Iteration 1F: 3 clusters Score -160551.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -160707.359375 Penalty: 2222.459717
	Iteration 2F: 3 clusters Score -160707.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -160838.453125 Penalty: 2222.459717
	Iteration 3F: 3 clusters Score -160838.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -160949.906250 Penalty: 2222.459717
	Iteration 4Q: 3 clusters Score -160949.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -161033.890625 Penalty: 2222.459717
	Iteration 5Q: 3 clusters Score -161033.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -161118.187500 Penalty: 2222.459717
	Iteration 6Q: 3 clusters Score -161118.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -161232.187500 Penalty: 2222.459717
	Iteration 7Q: 3 clusters Score -161232.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -161329.578125 Penalty: 2222.459717
	Iteration 8Q: 3 clusters Score -161329.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -161415.796875 Penalty: 2222.459717
	Iteration 9Q: 3 clusters Score -161415.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -161466.593750 Penalty: 2222.459717
	Iteration 10Q: 3 clusters Score -161466.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -161492.828125 Penalty: 2222.459717
	Iteration 11Q: 3 clusters Score -161492.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -161508.500000 Penalty: 2222.459717
	Iteration 12Q: 3 clusters Score -161508.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -161523.906250 Penalty: 2222.459717
	Iteration 13Q: 3 clusters Score -161523.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -161532.515625 Penalty: 2222.459717
	Iteration 14Q: 3 clusters Score -161532.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -161535.328125 Penalty: 2222.459717
	Iteration 15Q: 3 clusters Score -161535.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -161540.046875 Penalty: 2222.459717
	Iteration 16Q: 3 clusters Score -161540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -161542.750000 Penalty: 2222.459717
	Iteration 17Q: 3 clusters Score -161542.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -161546.156250 Penalty: 2222.459717
	Iteration 18Q: 3 clusters Score -161546.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -161551.609375 Penalty: 2222.459717
	Iteration 19Q: 3 clusters Score -161551.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -161555.703125 Penalty: 2222.459717
	Iteration 20F: 3 clusters Score -161555.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -161558.046875 Penalty: 2222.459717
	Iteration 21Q: 3 clusters Score -161558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -161559.765625 Penalty: 2222.459717
	Iteration 22Q: 3 clusters Score -161559.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -161559.765625 Penalty: 2222.459717
	Iteration 23F: 3 clusters Score -161559.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Entering Unmasked Estep 
Score: -583199.125000 Penalty: 1295.451904
	Iteration 0F: 2 clusters Score -583199.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -578911.125000 Penalty: 2590.903809
	Iteration 0F: 3 clusters Score -578911.1 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -580250.500000 Penalty: 2590.903809
	Iteration 1F: 3 clusters Score -580250.5 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -580510.062500 Penalty: 2590.903809
	Iteration 2F: 3 clusters Score -580510.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -580708.000000 Penalty: 2590.903809
	Iteration 3F: 3 clusters Score -580708 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -580885.375000 Penalty: 2590.903809
	Iteration 4Q: 3 clusters Score -580885.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -581046.750000 Penalty: 2590.903809
	Iteration 5Q: 3 clusters Score -581046.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -581205.625000 Penalty: 2590.903809
	Iteration 6Q: 3 clusters Score -581205.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -581386.500000 Penalty: 2590.903809
	Iteration 7Q: 3 clusters Score -581386.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -581562.062500 Penalty: 2590.903809
	Iteration 8Q: 3 clusters Score -581562.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -581715.062500 Penalty: 2590.903809
	Iteration 9Q: 3 clusters Score -581715.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -581836.562500 Penalty: 2590.903809
	Iteration 10Q: 3 clusters Score -581836.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -581932.625000 Penalty: 2590.903809
	Iteration 11Q: 3 clusters Score -581932.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -582011.875000 Penalty: 2590.903809
	Iteration 12Q: 3 clusters Score -582011.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -582067.312500 Penalty: 2590.903809
	Iteration 13Q: 3 clusters Score -582067.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -582105.187500 Penalty: 2590.903809
	Iteration 14Q: 3 clusters Score -582105.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -582129.687500 Penalty: 2590.903809
	Iteration 15Q: 3 clusters Score -582129.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -582149.750000 Penalty: 2590.903809
	Iteration 16Q: 3 clusters Score -582149.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -582164.187500 Penalty: 2590.903809
	Iteration 17Q: 3 clusters Score -582164.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -582172.187500 Penalty: 2590.903809
	Iteration 18Q: 3 clusters Score -582172.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -582180.062500 Penalty: 2590.903809
	Iteration 19Q: 3 clusters Score -582180.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -582187.500000 Penalty: 2590.903809
	Iteration 20F: 3 clusters Score -582187.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -582196.750000 Penalty: 2590.903809
	Iteration 21Q: 3 clusters Score -582196.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -582208.187500 Penalty: 2590.903809
	Iteration 22Q: 3 clusters Score -582208.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -582215.562500 Penalty: 2590.903809
	Iteration 23Q: 3 clusters Score -582215.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -582223.812500 Penalty: 2590.903809
	Iteration 24Q: 3 clusters Score -582223.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -582231.312500 Penalty: 2590.903809
	Iteration 25Q: 3 clusters Score -582231.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -582238.687500 Penalty: 2590.903809
	Iteration 26Q: 3 clusters Score -582238.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -582244.062500 Penalty: 2590.903809
	Iteration 27Q: 3 clusters Score -582244.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -582247.062500 Penalty: 2590.903809
	Iteration 28Q: 3 clusters Score -582247.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -582251.187500 Penalty: 2590.903809
	Iteration 29Q: 3 clusters Score -582251.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -582254.562500 Penalty: 2590.903809
	Iteration 30Q: 3 clusters Score -582254.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -582256.437500 Penalty: 2590.903809
	Iteration 31Q: 3 clusters Score -582256.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -582262.500000 Penalty: 2590.903809
	Iteration 32Q: 3 clusters Score -582262.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -582266.062500 Penalty: 2590.903809
	Iteration 33Q: 3 clusters Score -582266.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -582269.000000 Penalty: 2590.903809
	Iteration 34Q: 3 clusters Score -582269 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -582271.750000 Penalty: 2590.903809
	Iteration 35Q: 3 clusters Score -582271.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -582278.125000 Penalty: 2590.903809
	Iteration 36Q: 3 clusters Score -582278.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -582283.500000 Penalty: 2590.903809
	Iteration 37Q: 3 clusters Score -582283.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -582289.000000 Penalty: 2590.903809
	Iteration 38Q: 3 clusters Score -582289 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -582290.375000 Penalty: 2590.903809
	Iteration 39Q: 3 clusters Score -582290.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -582292.562500 Penalty: 2590.903809
	Iteration 40F: 3 clusters Score -582292.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -582294.312500 Penalty: 2590.903809
	Iteration 41Q: 3 clusters Score -582294.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -582295.375000 Penalty: 2590.903809
	Iteration 42Q: 3 clusters Score -582295.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -582296.125000 Penalty: 2590.903809
	Iteration 43Q: 3 clusters Score -582296.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -582295.750000 Penalty: 2590.903809
	Iteration 44Q: 3 clusters Score -582295.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -582295.312500 Penalty: 2590.903809
	Iteration 45Q: 3 clusters Score -582295.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -582296.250000 Penalty: 2590.903809
	Iteration 46Q: 3 clusters Score -582296.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -582296.562500 Penalty: 2590.903809
	Iteration 47Q: 3 clusters Score -582296.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -582296.250000 Penalty: 2590.903809
	Iteration 48Q: 3 clusters Score -582296.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -582297.062500 Penalty: 2590.903809
	Iteration 49Q: 3 clusters Score -582297.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -582297.062500 Penalty: 2590.903809
	Iteration 50F: 3 clusters Score -582297.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Entering Unmasked Estep 
Score: -220732.343750 Penalty: 1162.602295
	Iteration 0F: 2 clusters Score -220732.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -218568.906250 Penalty: 2325.204590
	Iteration 0F: 3 clusters Score -218568.9 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -219209.265625 Penalty: 2325.204590
	Iteration 1F: 3 clusters Score -219209.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -219409.437500 Penalty: 2325.204590
	Iteration 2F: 3 clusters Score -219409.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -219539.250000 Penalty: 2325.204590
	Iteration 3F: 3 clusters Score -219539.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -219633.796875 Penalty: 2325.204590
	Iteration 4Q: 3 clusters Score -219633.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -219694.687500 Penalty: 2325.204590
	Iteration 5Q: 3 clusters Score -219694.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -219740.265625 Penalty: 2325.204590
	Iteration 6Q: 3 clusters Score -219740.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -219774.437500 Penalty: 2325.204590
	Iteration 7Q: 3 clusters Score -219774.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -219797.500000 Penalty: 2325.204590
	Iteration 8Q: 3 clusters Score -219797.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -219813.062500 Penalty: 2325.204590
	Iteration 9Q: 3 clusters Score -219813.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -219826.765625 Penalty: 2325.204590
	Iteration 10Q: 3 clusters Score -219826.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -219837.734375 Penalty: 2325.204590
	Iteration 11Q: 3 clusters Score -219837.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -219844.468750 Penalty: 2325.204590
	Iteration 12Q: 3 clusters Score -219844.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -219849.968750 Penalty: 2325.204590
	Iteration 13Q: 3 clusters Score -219850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -219852.765625 Penalty: 2325.204590
	Iteration 14Q: 3 clusters Score -219852.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -219856.765625 Penalty: 2325.204590
	Iteration 15Q: 3 clusters Score -219856.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -219860.640625 Penalty: 2325.204590
	Iteration 16Q: 3 clusters Score -219860.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -219862.281250 Penalty: 2325.204590
	Iteration 17Q: 3 clusters Score -219862.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -219870.140625 Penalty: 2325.204590
	Iteration 18Q: 3 clusters Score -219870.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -219877.093750 Penalty: 2325.204590
	Iteration 19Q: 3 clusters Score -219877.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -219887.812500 Penalty: 2325.204590
	Iteration 20F: 3 clusters Score -219887.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -219897.062500 Penalty: 2325.204590
	Iteration 21Q: 3 clusters Score -219897.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -219915.031250 Penalty: 2325.204590
	Iteration 22Q: 3 clusters Score -219915 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -219927.421875 Penalty: 2325.204590
	Iteration 23Q: 3 clusters Score -219927.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -219932.921875 Penalty: 2325.204590
	Iteration 24Q: 3 clusters Score -219932.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -219940.250000 Penalty: 2325.204590
	Iteration 25Q: 3 clusters Score -219940.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -219948.062500 Penalty: 2325.204590
	Iteration 26Q: 3 clusters Score -219948.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -219953.375000 Penalty: 2325.204590
	Iteration 27Q: 3 clusters Score -219953.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -219958.984375 Penalty: 2325.204590
	Iteration 28Q: 3 clusters Score -219959 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -219965.984375 Penalty: 2325.204590
	Iteration 29Q: 3 clusters Score -219966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -219972.640625 Penalty: 2325.204590
	Iteration 30Q: 3 clusters Score -219972.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -219980.750000 Penalty: 2325.204590
	Iteration 31Q: 3 clusters Score -219980.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -219989.656250 Penalty: 2325.204590
	Iteration 32Q: 3 clusters Score -219989.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -219997.531250 Penalty: 2325.204590
	Iteration 33Q: 3 clusters Score -219997.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -220003.656250 Penalty: 2325.204590
	Iteration 34Q: 3 clusters Score -220003.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -220034.437500 Penalty: 2325.204590
	Iteration 35Q: 3 clusters Score -220034.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -220050.859375 Penalty: 2325.204590
	Iteration 36Q: 3 clusters Score -220050.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -220060.562500 Penalty: 2325.204590
	Iteration 37Q: 3 clusters Score -220060.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -220070.843750 Penalty: 2325.204590
	Iteration 38Q: 3 clusters Score -220070.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -220078.531250 Penalty: 2325.204590
	Iteration 39Q: 3 clusters Score -220078.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -220087.796875 Penalty: 2325.204590
	Iteration 40F: 3 clusters Score -220087.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -220094.031250 Penalty: 2325.204590
	Iteration 41Q: 3 clusters Score -220094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -220096.687500 Penalty: 2325.204590
	Iteration 42Q: 3 clusters Score -220096.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -220099.359375 Penalty: 2325.204590
	Iteration 43Q: 3 clusters Score -220099.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -220104.046875 Penalty: 2325.204590
	Iteration 44Q: 3 clusters Score -220104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -220105.625000 Penalty: 2325.204590
	Iteration 45Q: 3 clusters Score -220105.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -220107.375000 Penalty: 2325.204590
	Iteration 46Q: 3 clusters Score -220107.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -220108.984375 Penalty: 2325.204590
	Iteration 47Q: 3 clusters Score -220109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -220109.421875 Penalty: 2325.204590
	Iteration 48Q: 3 clusters Score -220109.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -220109.421875 Penalty: 2325.204590
	Iteration 49F: 3 clusters Score -220109.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (36528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36528 members 
Entering Unmasked Estep 
Score: -3794254.000000 Penalty: 1563.268188
	Iteration 0F: 2 clusters Score -3794254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -3770424.250000 Penalty: 3126.536377
	Iteration 0F: 3 clusters Score -3770424 nChanged 16735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -3779704.250000 Penalty: 3126.536377
	Iteration 1F: 3 clusters Score -3779704 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -3780493.500000 Penalty: 3126.536377
	Iteration 2F: 3 clusters Score -3780494 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -3781363.250000 Penalty: 3126.536377
	Iteration 3F: 3 clusters Score -3781363 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -3782284.500000 Penalty: 3126.536377
	Iteration 4F: 3 clusters Score -3782284 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -3783373.750000 Penalty: 3126.536377
	Iteration 5F: 3 clusters Score -3783374 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -3784557.750000 Penalty: 3126.536377
	Iteration 6F: 3 clusters Score -3784558 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -3785858.000000 Penalty: 3126.536377
	Iteration 7F: 3 clusters Score -3785858 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -3787137.750000 Penalty: 3126.536377
	Iteration 8Q: 3 clusters Score -3787138 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26487 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -3788315.250000 Penalty: 3126.536377
	Iteration 9Q: 3 clusters Score -3788315 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27283 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -3789291.500000 Penalty: 3126.536377
	Iteration 10Q: 3 clusters Score -3789292 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -3789941.750000 Penalty: 3126.536377
	Iteration 11Q: 3 clusters Score -3789942 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28511 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -3790397.250000 Penalty: 3126.536377
	Iteration 12Q: 3 clusters Score -3790397 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -3790766.750000 Penalty: 3126.536377
	Iteration 13Q: 3 clusters Score -3790767 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29408 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -3791124.500000 Penalty: 3126.536377
	Iteration 14Q: 3 clusters Score -3791124 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29769 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -3791461.500000 Penalty: 3126.536377
	Iteration 15Q: 3 clusters Score -3791462 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30055 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -3791730.250000 Penalty: 3126.536377
	Iteration 16Q: 3 clusters Score -3791730 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30301 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -3791969.500000 Penalty: 3126.536377
	Iteration 17Q: 3 clusters Score -3791970 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30474 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -3792164.000000 Penalty: 3126.536377
	Iteration 18Q: 3 clusters Score -3792164 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30619 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -3792322.000000 Penalty: 3126.536377
	Iteration 19Q: 3 clusters Score -3792322 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30774 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -3792476.750000 Penalty: 3126.536377
	Iteration 20F: 3 clusters Score -3792477 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30921 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -3792579.500000 Penalty: 3126.536377
	Iteration 21Q: 3 clusters Score -3792580 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31035 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -3792707.000000 Penalty: 3126.536377
	Iteration 22Q: 3 clusters Score -3792707 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31173 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -3792807.000000 Penalty: 3126.536377
	Iteration 23Q: 3 clusters Score -3792807 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31281 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -3792881.500000 Penalty: 3126.536377
	Iteration 24Q: 3 clusters Score -3792882 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31415 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -3792980.500000 Penalty: 3126.536377
	Iteration 25Q: 3 clusters Score -3792980 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31550 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -3793050.000000 Penalty: 3126.536377
	Iteration 26Q: 3 clusters Score -3793050 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31693 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -3793111.000000 Penalty: 3126.536377
	Iteration 27Q: 3 clusters Score -3793111 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31838 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -3793149.250000 Penalty: 3126.536377
	Iteration 28Q: 3 clusters Score -3793149 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31976 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -3793189.250000 Penalty: 3126.536377
	Iteration 29Q: 3 clusters Score -3793189 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32112 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -3793243.500000 Penalty: 3126.536377
	Iteration 30Q: 3 clusters Score -3793244 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32244 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -3793291.750000 Penalty: 3126.536377
	Iteration 31Q: 3 clusters Score -3793292 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32367 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -3793335.000000 Penalty: 3126.536377
	Iteration 32Q: 3 clusters Score -3793335 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32476 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -3793374.500000 Penalty: 3126.536377
	Iteration 33Q: 3 clusters Score -3793374 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32575 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -3793402.250000 Penalty: 3126.536377
	Iteration 34Q: 3 clusters Score -3793402 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32676 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -3793425.250000 Penalty: 3126.536377
	Iteration 35Q: 3 clusters Score -3793425 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32771 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -3793448.750000 Penalty: 3126.536377
	Iteration 36Q: 3 clusters Score -3793449 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32854 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -3793468.000000 Penalty: 3126.536377
	Iteration 37Q: 3 clusters Score -3793468 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32929 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -3793491.750000 Penalty: 3126.536377
	Iteration 38Q: 3 clusters Score -3793492 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32987 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -3793500.750000 Penalty: 3126.536377
	Iteration 39Q: 3 clusters Score -3793501 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33044 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -3793508.750000 Penalty: 3126.536377
	Iteration 40F: 3 clusters Score -3793509 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33094 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -3793518.500000 Penalty: 3126.536377
	Iteration 41Q: 3 clusters Score -3793518 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33146 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -3793537.000000 Penalty: 3126.536377
	Iteration 42Q: 3 clusters Score -3793537 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33204 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -3793541.000000 Penalty: 3126.536377
	Iteration 43Q: 3 clusters Score -3793541 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33249 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -3793555.500000 Penalty: 3126.536377
	Iteration 44Q: 3 clusters Score -3793556 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33273 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -3793559.000000 Penalty: 3126.536377
	Iteration 45Q: 3 clusters Score -3793559 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33298 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -3793570.500000 Penalty: 3126.536377
	Iteration 46Q: 3 clusters Score -3793570 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33317 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -3793572.250000 Penalty: 3126.536377
	Iteration 47Q: 3 clusters Score -3793572 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33339 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -3793583.000000 Penalty: 3126.536377
	Iteration 48Q: 3 clusters Score -3793583 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33367 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -3793591.750000 Penalty: 3126.536377
	Iteration 49Q: 3 clusters Score -3793592 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33393 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -3793597.000000 Penalty: 3126.536377
	Iteration 50Q: 3 clusters Score -3793597 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33407 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -3793596.250000 Penalty: 3126.536377
	Iteration 51Q: 3 clusters Score -3793596 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33419 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -3793597.750000 Penalty: 3126.536377
	Iteration 52Q: 3 clusters Score -3793598 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33441 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -3793599.750000 Penalty: 3126.536377
	Iteration 53Q: 3 clusters Score -3793600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33450 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -3793599.500000 Penalty: 3126.536377
	Iteration 54Q: 3 clusters Score -3793600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33463 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -3793602.750000 Penalty: 3126.536377
	Iteration 55Q: 3 clusters Score -3793603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33470 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -3793605.000000 Penalty: 3126.536377
	Iteration 56Q: 3 clusters Score -3793605 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33479 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -3793608.000000 Penalty: 3126.536377
	Iteration 57Q: 3 clusters Score -3793608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33487 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -3793612.000000 Penalty: 3126.536377
	Iteration 58Q: 3 clusters Score -3793612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33497 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -3793620.250000 Penalty: 3126.536377
	Iteration 59Q: 3 clusters Score -3793620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33509 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -3793626.000000 Penalty: 3126.536377
	Iteration 60F: 3 clusters Score -3793626 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33524 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -3793625.250000 Penalty: 3126.536377
	Iteration 61Q: 3 clusters Score -3793625 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33536 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -3793625.250000 Penalty: 3126.536377
	Iteration 62Q: 3 clusters Score -3793625 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33548 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -3793628.750000 Penalty: 3126.536377
	Iteration 63Q: 3 clusters Score -3793629 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33561 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -3793640.250000 Penalty: 3126.536377
	Iteration 64Q: 3 clusters Score -3793640 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33575 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -3793639.750000 Penalty: 3126.536377
	Iteration 65Q: 3 clusters Score -3793640 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33590 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -3793639.750000 Penalty: 3126.536377
	Iteration 66Q: 3 clusters Score -3793640 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33608 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -3793636.500000 Penalty: 3126.536377
	Iteration 67Q: 3 clusters Score -3793636 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33625 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -3793645.500000 Penalty: 3126.536377
	Iteration 68Q: 3 clusters Score -3793646 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33642 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -3793651.500000 Penalty: 3126.536377
	Iteration 69Q: 3 clusters Score -3793652 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33661 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -3793655.000000 Penalty: 3126.536377
	Iteration 70Q: 3 clusters Score -3793655 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33682 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -3793652.000000 Penalty: 3126.536377
	Iteration 71Q: 3 clusters Score -3793652 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33702 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -3793665.000000 Penalty: 3126.536377
	Iteration 72Q: 3 clusters Score -3793665 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33717 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -3793662.500000 Penalty: 3126.536377
	Iteration 73Q: 3 clusters Score -3793662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33729 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -3793665.500000 Penalty: 3126.536377
	Iteration 74Q: 3 clusters Score -3793666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33734 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -3793671.000000 Penalty: 3126.536377
	Iteration 75Q: 3 clusters Score -3793671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33739 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -3793671.500000 Penalty: 3126.536377
	Iteration 76Q: 3 clusters Score -3793672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33750 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -3793671.500000 Penalty: 3126.536377
	Iteration 77Q: 3 clusters Score -3793672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33756 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -3793668.000000 Penalty: 3126.536377
	Iteration 78Q: 3 clusters Score -3793668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33764 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -3793668.500000 Penalty: 3126.536377
	Iteration 79Q: 3 clusters Score -3793668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33770 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -3793670.250000 Penalty: 3126.536377
	Iteration 80F: 3 clusters Score -3793670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33774 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -3793668.750000 Penalty: 3126.536377
	Iteration 81Q: 3 clusters Score -3793669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33777 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -3793672.500000 Penalty: 3126.536377
	Iteration 82Q: 3 clusters Score -3793672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33784 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -3793669.500000 Penalty: 3126.536377
	Iteration 83Q: 3 clusters Score -3793670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33791 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -3793676.250000 Penalty: 3126.536377
	Iteration 84Q: 3 clusters Score -3793676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33793 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -3793678.250000 Penalty: 3126.536377
	Iteration 85Q: 3 clusters Score -3793678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33796 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -3793675.000000 Penalty: 3126.536377
	Iteration 86Q: 3 clusters Score -3793675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33797 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -3793678.250000 Penalty: 3126.536377
	Iteration 87Q: 3 clusters Score -3793678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33798 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -3793672.500000 Penalty: 3126.536377
	Iteration 88Q: 3 clusters Score -3793672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33799 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -3793678.250000 Penalty: 3126.536377
	Iteration 89Q: 3 clusters Score -3793678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33800 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -3793678.500000 Penalty: 3126.536377
	Iteration 90Q: 3 clusters Score -3793678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33800 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -3793678.500000 Penalty: 3126.536377
	Iteration 91F: 3 clusters Score -3793678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Entering Unmasked Estep 
Score: -670663.437500 Penalty: 1304.137695
	Iteration 0F: 2 clusters Score -670663.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -666138.437500 Penalty: 2608.275391
	Iteration 0F: 3 clusters Score -666138.4 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -667614.937500 Penalty: 2608.275391
	Iteration 1F: 3 clusters Score -667614.9 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -667952.125000 Penalty: 2608.275391
	Iteration 2F: 3 clusters Score -667952.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -668208.187500 Penalty: 2608.275391
	Iteration 3F: 3 clusters Score -668208.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -668415.312500 Penalty: 2608.275391
	Iteration 4F: 3 clusters Score -668415.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -668583.375000 Penalty: 2608.275391
	Iteration 5Q: 3 clusters Score -668583.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -668732.312500 Penalty: 2608.275391
	Iteration 6Q: 3 clusters Score -668732.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -668885.875000 Penalty: 2608.275391
	Iteration 7Q: 3 clusters Score -668885.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -669048.937500 Penalty: 2608.275391
	Iteration 8Q: 3 clusters Score -669048.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -669181.687500 Penalty: 2608.275391
	Iteration 9Q: 3 clusters Score -669181.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -669299.312500 Penalty: 2608.275391
	Iteration 10Q: 3 clusters Score -669299.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -669384.000000 Penalty: 2608.275391
	Iteration 11Q: 3 clusters Score -669384 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -669437.437500 Penalty: 2608.275391
	Iteration 12Q: 3 clusters Score -669437.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -669469.062500 Penalty: 2608.275391
	Iteration 13Q: 3 clusters Score -669469.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -669495.375000 Penalty: 2608.275391
	Iteration 14Q: 3 clusters Score -669495.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -669520.937500 Penalty: 2608.275391
	Iteration 15Q: 3 clusters Score -669520.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -669543.375000 Penalty: 2608.275391
	Iteration 16Q: 3 clusters Score -669543.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -669568.687500 Penalty: 2608.275391
	Iteration 17Q: 3 clusters Score -669568.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -669586.250000 Penalty: 2608.275391
	Iteration 18Q: 3 clusters Score -669586.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -669601.125000 Penalty: 2608.275391
	Iteration 19Q: 3 clusters Score -669601.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -669618.312500 Penalty: 2608.275391
	Iteration 20F: 3 clusters Score -669618.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -669640.250000 Penalty: 2608.275391
	Iteration 21Q: 3 clusters Score -669640.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -669651.562500 Penalty: 2608.275391
	Iteration 22Q: 3 clusters Score -669651.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -669656.812500 Penalty: 2608.275391
	Iteration 23Q: 3 clusters Score -669656.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -669667.625000 Penalty: 2608.275391
	Iteration 24Q: 3 clusters Score -669667.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -669675.500000 Penalty: 2608.275391
	Iteration 25Q: 3 clusters Score -669675.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -669684.312500 Penalty: 2608.275391
	Iteration 26Q: 3 clusters Score -669684.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -669689.625000 Penalty: 2608.275391
	Iteration 27Q: 3 clusters Score -669689.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -669694.187500 Penalty: 2608.275391
	Iteration 28Q: 3 clusters Score -669694.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -669698.937500 Penalty: 2608.275391
	Iteration 29Q: 3 clusters Score -669698.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -669705.437500 Penalty: 2608.275391
	Iteration 30Q: 3 clusters Score -669705.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -669711.000000 Penalty: 2608.275391
	Iteration 31Q: 3 clusters Score -669711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -669715.750000 Penalty: 2608.275391
	Iteration 32Q: 3 clusters Score -669715.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -669721.937500 Penalty: 2608.275391
	Iteration 33Q: 3 clusters Score -669721.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -669726.562500 Penalty: 2608.275391
	Iteration 34Q: 3 clusters Score -669726.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -669730.812500 Penalty: 2608.275391
	Iteration 35Q: 3 clusters Score -669730.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -669734.500000 Penalty: 2608.275391
	Iteration 36Q: 3 clusters Score -669734.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -669737.375000 Penalty: 2608.275391
	Iteration 37Q: 3 clusters Score -669737.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -669739.687500 Penalty: 2608.275391
	Iteration 38Q: 3 clusters Score -669739.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -669743.375000 Penalty: 2608.275391
	Iteration 39Q: 3 clusters Score -669743.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -669746.250000 Penalty: 2608.275391
	Iteration 40F: 3 clusters Score -669746.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -669747.500000 Penalty: 2608.275391
	Iteration 41Q: 3 clusters Score -669747.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -669747.875000 Penalty: 2608.275391
	Iteration 42Q: 3 clusters Score -669747.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -669750.187500 Penalty: 2608.275391
	Iteration 43Q: 3 clusters Score -669750.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -669750.187500 Penalty: 2608.275391
	Iteration 44F: 3 clusters Score -669750.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (14829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Entering Unmasked Estep 
Score: -1540166.625000 Penalty: 1429.125732
	Iteration 0F: 2 clusters Score -1540167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1530419.125000 Penalty: 2858.251465
	Iteration 0F: 3 clusters Score -1530419 nChanged 6419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1533839.500000 Penalty: 2858.251465
	Iteration 1F: 3 clusters Score -1533840 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1534269.000000 Penalty: 2858.251465
	Iteration 2F: 3 clusters Score -1534269 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1534660.500000 Penalty: 2858.251465
	Iteration 3F: 3 clusters Score -1534660 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1535063.125000 Penalty: 2858.251465
	Iteration 4Q: 3 clusters Score -1535063 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1535494.875000 Penalty: 2858.251465
	Iteration 5Q: 3 clusters Score -1535495 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1536010.375000 Penalty: 2858.251465
	Iteration 6Q: 3 clusters Score -1536010 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1536649.250000 Penalty: 2858.251465
	Iteration 7Q: 3 clusters Score -1536649 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1537289.000000 Penalty: 2858.251465
	Iteration 8F: 3 clusters Score -1537289 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1537872.875000 Penalty: 2858.251465
	Iteration 9Q: 3 clusters Score -1537873 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1538350.500000 Penalty: 2858.251465
	Iteration 10Q: 3 clusters Score -1538350 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1538695.875000 Penalty: 2858.251465
	Iteration 11Q: 3 clusters Score -1538696 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1538916.500000 Penalty: 2858.251465
	Iteration 12Q: 3 clusters Score -1538916 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1539033.625000 Penalty: 2858.251465
	Iteration 13Q: 3 clusters Score -1539034 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1539112.250000 Penalty: 2858.251465
	Iteration 14Q: 3 clusters Score -1539112 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1539180.875000 Penalty: 2858.251465
	Iteration 15Q: 3 clusters Score -1539181 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1539210.875000 Penalty: 2858.251465
	Iteration 16Q: 3 clusters Score -1539211 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1539229.375000 Penalty: 2858.251465
	Iteration 17Q: 3 clusters Score -1539229 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1539246.000000 Penalty: 2858.251465
	Iteration 18Q: 3 clusters Score -1539246 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1539254.875000 Penalty: 2858.251465
	Iteration 19Q: 3 clusters Score -1539255 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1539267.500000 Penalty: 2858.251465
	Iteration 20F: 3 clusters Score -1539268 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1539276.375000 Penalty: 2858.251465
	Iteration 21Q: 3 clusters Score -1539276 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1539284.375000 Penalty: 2858.251465
	Iteration 22Q: 3 clusters Score -1539284 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1539292.625000 Penalty: 2858.251465
	Iteration 23Q: 3 clusters Score -1539293 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1539296.000000 Penalty: 2858.251465
	Iteration 24Q: 3 clusters Score -1539296 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1539304.000000 Penalty: 2858.251465
	Iteration 25Q: 3 clusters Score -1539304 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1539308.625000 Penalty: 2858.251465
	Iteration 26Q: 3 clusters Score -1539309 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1539312.125000 Penalty: 2858.251465
	Iteration 27Q: 3 clusters Score -1539312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1539310.250000 Penalty: 2858.251465
	Iteration 28Q: 3 clusters Score -1539310 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1539315.250000 Penalty: 2858.251465
	Iteration 29Q: 3 clusters Score -1539315 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1539314.750000 Penalty: 2858.251465
	Iteration 30Q: 3 clusters Score -1539315 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1539319.375000 Penalty: 2858.251465
	Iteration 31Q: 3 clusters Score -1539319 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1539319.125000 Penalty: 2858.251465
	Iteration 32Q: 3 clusters Score -1539319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1539319.750000 Penalty: 2858.251465
	Iteration 33Q: 3 clusters Score -1539320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1539321.875000 Penalty: 2858.251465
	Iteration 34Q: 3 clusters Score -1539322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1539323.875000 Penalty: 2858.251465
	Iteration 35Q: 3 clusters Score -1539324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1539328.875000 Penalty: 2858.251465
	Iteration 36Q: 3 clusters Score -1539329 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1539334.875000 Penalty: 2858.251465
	Iteration 37Q: 3 clusters Score -1539335 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1539338.125000 Penalty: 2858.251465
	Iteration 38Q: 3 clusters Score -1539338 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1539340.375000 Penalty: 2858.251465
	Iteration 39Q: 3 clusters Score -1539340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1539342.750000 Penalty: 2858.251465
	Iteration 40F: 3 clusters Score -1539343 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1539350.625000 Penalty: 2858.251465
	Iteration 41Q: 3 clusters Score -1539351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1539353.875000 Penalty: 2858.251465
	Iteration 42Q: 3 clusters Score -1539354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1539351.125000 Penalty: 2858.251465
	Iteration 43Q: 3 clusters Score -1539351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1539353.375000 Penalty: 2858.251465
	Iteration 44Q: 3 clusters Score -1539353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1539353.125000 Penalty: 2858.251465
	Iteration 45Q: 3 clusters Score -1539353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1539355.500000 Penalty: 2858.251465
	Iteration 46Q: 3 clusters Score -1539356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1539356.125000 Penalty: 2858.251465
	Iteration 47Q: 3 clusters Score -1539356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1539357.875000 Penalty: 2858.251465
	Iteration 48Q: 3 clusters Score -1539358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1539356.125000 Penalty: 2858.251465
	Iteration 49Q: 3 clusters Score -1539356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1539356.500000 Penalty: 2858.251465
	Iteration 50Q: 3 clusters Score -1539356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1539357.000000 Penalty: 2858.251465
	Iteration 51Q: 3 clusters Score -1539357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1539357.000000 Penalty: 2858.251465
	Iteration 52F: 3 clusters Score -1539357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (18249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Entering Unmasked Estep 
Score: -1802970.000000 Penalty: 1460.005615
	Iteration 0F: 2 clusters Score -1802970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1790974.125000 Penalty: 2920.011230
	Iteration 0F: 3 clusters Score -1790974 nChanged 7968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1795255.500000 Penalty: 2920.011230
	Iteration 1F: 3 clusters Score -1795256 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1795750.750000 Penalty: 2920.011230
	Iteration 2F: 3 clusters Score -1795751 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1796153.250000 Penalty: 2920.011230
	Iteration 3F: 3 clusters Score -1796153 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1796532.250000 Penalty: 2920.011230
	Iteration 4Q: 3 clusters Score -1796532 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1796923.125000 Penalty: 2920.011230
	Iteration 5Q: 3 clusters Score -1796923 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -1797371.250000 Penalty: 2920.011230
	Iteration 6Q: 3 clusters Score -1797371 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -1797866.375000 Penalty: 2920.011230
	Iteration 7Q: 3 clusters Score -1797866 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -1798400.500000 Penalty: 2920.011230
	Iteration 8Q: 3 clusters Score -1798400 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -1799005.250000 Penalty: 2920.011230
	Iteration 9Q: 3 clusters Score -1799005 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -1799655.000000 Penalty: 2920.011230
	Iteration 10Q: 3 clusters Score -1799655 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -1800244.125000 Penalty: 2920.011230
	Iteration 11Q: 3 clusters Score -1800244 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -1800766.250000 Penalty: 2920.011230
	Iteration 12Q: 3 clusters Score -1800766 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -1801118.750000 Penalty: 2920.011230
	Iteration 13Q: 3 clusters Score -1801119 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -1801347.875000 Penalty: 2920.011230
	Iteration 14Q: 3 clusters Score -1801348 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -1801527.875000 Penalty: 2920.011230
	Iteration 15Q: 3 clusters Score -1801528 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -1801637.000000 Penalty: 2920.011230
	Iteration 16Q: 3 clusters Score -1801637 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -1801715.125000 Penalty: 2920.011230
	Iteration 17Q: 3 clusters Score -1801715 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -1801799.250000 Penalty: 2920.011230
	Iteration 18Q: 3 clusters Score -1801799 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -1801844.250000 Penalty: 2920.011230
	Iteration 19Q: 3 clusters Score -1801844 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -1801886.500000 Penalty: 2920.011230
	Iteration 20F: 3 clusters Score -1801886 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -1801920.875000 Penalty: 2920.011230
	Iteration 21Q: 3 clusters Score -1801921 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -1801938.250000 Penalty: 2920.011230
	Iteration 22Q: 3 clusters Score -1801938 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -1801955.750000 Penalty: 2920.011230
	Iteration 23Q: 3 clusters Score -1801956 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -1801963.875000 Penalty: 2920.011230
	Iteration 24Q: 3 clusters Score -1801964 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -1801982.875000 Penalty: 2920.011230
	Iteration 25Q: 3 clusters Score -1801983 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -1801995.750000 Penalty: 2920.011230
	Iteration 26Q: 3 clusters Score -1801996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -1802001.250000 Penalty: 2920.011230
	Iteration 27Q: 3 clusters Score -1802001 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -1802010.000000 Penalty: 2920.011230
	Iteration 28Q: 3 clusters Score -1802010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -1802020.625000 Penalty: 2920.011230
	Iteration 29Q: 3 clusters Score -1802021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -1802027.625000 Penalty: 2920.011230
	Iteration 30Q: 3 clusters Score -1802028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -1802030.375000 Penalty: 2920.011230
	Iteration 31Q: 3 clusters Score -1802030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -1802030.000000 Penalty: 2920.011230
	Iteration 32Q: 3 clusters Score -1802030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -1802032.625000 Penalty: 2920.011230
	Iteration 33Q: 3 clusters Score -1802033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -1802031.250000 Penalty: 2920.011230
	Iteration 34Q: 3 clusters Score -1802031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -1802031.250000 Penalty: 2920.011230
	Iteration 35F: 3 clusters Score -1802031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (36205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36205 members 
Entering Unmasked Estep 
Score: -3746149.500000 Penalty: 1561.946533
	Iteration 0F: 2 clusters Score -3746150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -3722578.250000 Penalty: 3123.893066
	Iteration 0F: 3 clusters Score -3722578 nChanged 16472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -3731768.000000 Penalty: 3123.893066
	Iteration 1F: 3 clusters Score -3731768 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -3732375.250000 Penalty: 3123.893066
	Iteration 2Q: 3 clusters Score -3732375 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -3733087.250000 Penalty: 3123.893066
	Iteration 3Q: 3 clusters Score -3733087 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21775 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -3733969.500000 Penalty: 3123.893066
	Iteration 4F: 3 clusters Score -3733970 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -3735102.000000 Penalty: 3123.893066
	Iteration 5F: 3 clusters Score -3735102 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -3736606.250000 Penalty: 3123.893066
	Iteration 6F: 3 clusters Score -3736606 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27573 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -3738279.250000 Penalty: 3123.893066
	Iteration 7F: 3 clusters Score -3738279 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29603 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -3739877.000000 Penalty: 3123.893066
	Iteration 8F: 3 clusters Score -3739877 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31378 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -3741243.250000 Penalty: 3123.893066
	Iteration 9F: 3 clusters Score -3741243 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32829 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -3742397.750000 Penalty: 3123.893066
	Iteration 10Q: 3 clusters Score -3742398 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33945 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -3743284.000000 Penalty: 3123.893066
	Iteration 11Q: 3 clusters Score -3743284 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34731 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -3743958.500000 Penalty: 3123.893066
	Iteration 12Q: 3 clusters Score -3743958 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35210 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -3744346.500000 Penalty: 3123.893066
	Iteration 13Q: 3 clusters Score -3744346 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35482 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -3744589.750000 Penalty: 3123.893066
	Iteration 14Q: 3 clusters Score -3744590 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35630 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -3744736.000000 Penalty: 3123.893066
	Iteration 15Q: 3 clusters Score -3744736 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35715 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3744808.000000 Penalty: 3123.893066
	Iteration 16Q: 3 clusters Score -3744808 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35757 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -3744857.500000 Penalty: 3123.893066
	Iteration 17Q: 3 clusters Score -3744858 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35781 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -3744879.250000 Penalty: 3123.893066
	Iteration 18Q: 3 clusters Score -3744879 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35791 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3744886.250000 Penalty: 3123.893066
	Iteration 19Q: 3 clusters Score -3744886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35799 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3744896.500000 Penalty: 3123.893066
	Iteration 20F: 3 clusters Score -3744896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35810 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -3744918.250000 Penalty: 3123.893066
	Iteration 21Q: 3 clusters Score -3744918 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35820 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3744932.500000 Penalty: 3123.893066
	Iteration 22Q: 3 clusters Score -3744932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35826 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3744941.000000 Penalty: 3123.893066
	Iteration 23Q: 3 clusters Score -3744941 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35832 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3744943.000000 Penalty: 3123.893066
	Iteration 24Q: 3 clusters Score -3744943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35837 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -3744951.500000 Penalty: 3123.893066
	Iteration 25Q: 3 clusters Score -3744952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35838 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3744957.000000 Penalty: 3123.893066
	Iteration 26Q: 3 clusters Score -3744957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35840 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3744958.500000 Penalty: 3123.893066
	Iteration 27Q: 3 clusters Score -3744958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35839 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -3744959.500000 Penalty: 3123.893066
	Iteration 28Q: 3 clusters Score -3744960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35841 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -3744960.500000 Penalty: 3123.893066
	Iteration 29Q: 3 clusters Score -3744960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35843 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3744960.500000 Penalty: 3123.893066
	Iteration 30Q: 3 clusters Score -3744960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35846 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -3744962.500000 Penalty: 3123.893066
	Iteration 31Q: 3 clusters Score -3744962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35850 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3744966.500000 Penalty: 3123.893066
	Iteration 32Q: 3 clusters Score -3744966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35854 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -3744972.000000 Penalty: 3123.893066
	Iteration 33Q: 3 clusters Score -3744972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35855 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3744975.250000 Penalty: 3123.893066
	Iteration 34Q: 3 clusters Score -3744975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35857 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -3744973.000000 Penalty: 3123.893066
	Iteration 35Q: 3 clusters Score -3744973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35858 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3744974.500000 Penalty: 3123.893066
	Iteration 36Q: 3 clusters Score -3744974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35861 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -3744982.000000 Penalty: 3123.893066
	Iteration 37Q: 3 clusters Score -3744982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35863 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -3744988.250000 Penalty: 3123.893066
	Iteration 38Q: 3 clusters Score -3744988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35865 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3744986.500000 Penalty: 3123.893066
	Iteration 39Q: 3 clusters Score -3744986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35867 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -3744991.000000 Penalty: 3123.893066
	Iteration 40F: 3 clusters Score -3744991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35868 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3744989.250000 Penalty: 3123.893066
	Iteration 41Q: 3 clusters Score -3744989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35869 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3744993.000000 Penalty: 3123.893066
	Iteration 42Q: 3 clusters Score -3744993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35871 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3744992.500000 Penalty: 3123.893066
	Iteration 43Q: 3 clusters Score -3744992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35872 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -3744994.250000 Penalty: 3123.893066
	Iteration 44Q: 3 clusters Score -3744994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35872 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -3744998.500000 Penalty: 3123.893066
	Iteration 45Q: 3 clusters Score -3744998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35875 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3744995.750000 Penalty: 3123.893066
	Iteration 46Q: 3 clusters Score -3744996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35877 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -3744997.500000 Penalty: 3123.893066
	Iteration 47Q: 3 clusters Score -3744998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35878 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3744997.750000 Penalty: 3123.893066
	Iteration 48Q: 3 clusters Score -3744998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35880 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -3744999.500000 Penalty: 3123.893066
	Iteration 49Q: 3 clusters Score -3745000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35881 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3745000.500000 Penalty: 3123.893066
	Iteration 50Q: 3 clusters Score -3745000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35881 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3745000.500000 Penalty: 3123.893066
	Iteration 51F: 3 clusters Score -3745000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (10567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Entering Unmasked Estep 
Score: -1018675.812500 Penalty: 1378.705200
	Iteration 0F: 2 clusters Score -1018676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1011623.437500 Penalty: 2757.410400
	Iteration 0F: 3 clusters Score -1011623 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1014093.187500 Penalty: 2757.410400
	Iteration 1F: 3 clusters Score -1014093 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1014567.125000 Penalty: 2757.410400
	Iteration 2F: 3 clusters Score -1014567 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1015118.562500 Penalty: 2757.410400
	Iteration 3F: 3 clusters Score -1015119 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1015774.250000 Penalty: 2757.410400
	Iteration 4F: 3 clusters Score -1015774 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1016412.375000 Penalty: 2757.410400
	Iteration 5F: 3 clusters Score -1016412 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1016850.812500 Penalty: 2757.410400
	Iteration 6F: 3 clusters Score -1016851 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1017165.687500 Penalty: 2757.410400
	Iteration 7Q: 3 clusters Score -1017166 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1017373.062500 Penalty: 2757.410400
	Iteration 8Q: 3 clusters Score -1017373 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1017506.437500 Penalty: 2757.410400
	Iteration 9Q: 3 clusters Score -1017506 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1017598.000000 Penalty: 2757.410400
	Iteration 10Q: 3 clusters Score -1017598 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1017663.125000 Penalty: 2757.410400
	Iteration 11Q: 3 clusters Score -1017663 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1017722.062500 Penalty: 2757.410400
	Iteration 12Q: 3 clusters Score -1017722 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1017763.750000 Penalty: 2757.410400
	Iteration 13Q: 3 clusters Score -1017764 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1017799.062500 Penalty: 2757.410400
	Iteration 14Q: 3 clusters Score -1017799 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1017820.125000 Penalty: 2757.410400
	Iteration 15Q: 3 clusters Score -1017820 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1017838.625000 Penalty: 2757.410400
	Iteration 16Q: 3 clusters Score -1017839 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1017854.187500 Penalty: 2757.410400
	Iteration 17Q: 3 clusters Score -1017854 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1017869.875000 Penalty: 2757.410400
	Iteration 18Q: 3 clusters Score -1017870 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1017881.687500 Penalty: 2757.410400
	Iteration 19Q: 3 clusters Score -1017882 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1017899.625000 Penalty: 2757.410400
	Iteration 20F: 3 clusters Score -1017900 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1017912.312500 Penalty: 2757.410400
	Iteration 21Q: 3 clusters Score -1017912 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1017926.625000 Penalty: 2757.410400
	Iteration 22Q: 3 clusters Score -1017927 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1017937.187500 Penalty: 2757.410400
	Iteration 23Q: 3 clusters Score -1017937 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1017946.437500 Penalty: 2757.410400
	Iteration 24Q: 3 clusters Score -1017946 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1017957.437500 Penalty: 2757.410400
	Iteration 25Q: 3 clusters Score -1017957 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1017969.062500 Penalty: 2757.410400
	Iteration 26Q: 3 clusters Score -1017969 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1017979.812500 Penalty: 2757.410400
	Iteration 27Q: 3 clusters Score -1017980 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1017990.312500 Penalty: 2757.410400
	Iteration 28Q: 3 clusters Score -1017990 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1018002.187500 Penalty: 2757.410400
	Iteration 29Q: 3 clusters Score -1018002 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1018013.812500 Penalty: 2757.410400
	Iteration 30Q: 3 clusters Score -1018014 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1018023.375000 Penalty: 2757.410400
	Iteration 31Q: 3 clusters Score -1018023 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1018028.687500 Penalty: 2757.410400
	Iteration 32Q: 3 clusters Score -1018029 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1018037.187500 Penalty: 2757.410400
	Iteration 33Q: 3 clusters Score -1018037 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1018041.375000 Penalty: 2757.410400
	Iteration 34Q: 3 clusters Score -1018041 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1018042.937500 Penalty: 2757.410400
	Iteration 35Q: 3 clusters Score -1018043 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1018045.312500 Penalty: 2757.410400
	Iteration 36Q: 3 clusters Score -1018045 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1018051.312500 Penalty: 2757.410400
	Iteration 37Q: 3 clusters Score -1018051 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1018054.750000 Penalty: 2757.410400
	Iteration 38Q: 3 clusters Score -1018055 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1018055.187500 Penalty: 2757.410400
	Iteration 39Q: 3 clusters Score -1018055 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1018059.125000 Penalty: 2757.410400
	Iteration 40F: 3 clusters Score -1018059 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1018060.937500 Penalty: 2757.410400
	Iteration 41Q: 3 clusters Score -1018061 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1018067.125000 Penalty: 2757.410400
	Iteration 42Q: 3 clusters Score -1018067 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1018074.437500 Penalty: 2757.410400
	Iteration 43Q: 3 clusters Score -1018074 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1018080.125000 Penalty: 2757.410400
	Iteration 44Q: 3 clusters Score -1018080 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1018084.750000 Penalty: 2757.410400
	Iteration 45Q: 3 clusters Score -1018085 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1018088.750000 Penalty: 2757.410400
	Iteration 46Q: 3 clusters Score -1018089 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1018094.562500 Penalty: 2757.410400
	Iteration 47Q: 3 clusters Score -1018095 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1018100.687500 Penalty: 2757.410400
	Iteration 48Q: 3 clusters Score -1018101 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1018105.562500 Penalty: 2757.410400
	Iteration 49Q: 3 clusters Score -1018106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1018105.125000 Penalty: 2757.410400
	Iteration 50Q: 3 clusters Score -1018105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1018104.687500 Penalty: 2757.410400
	Iteration 51Q: 3 clusters Score -1018105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1018107.625000 Penalty: 2757.410400
	Iteration 52Q: 3 clusters Score -1018108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1018105.562500 Penalty: 2757.410400
	Iteration 53Q: 3 clusters Score -1018106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1018108.187500 Penalty: 2757.410400
	Iteration 54Q: 3 clusters Score -1018108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1018108.500000 Penalty: 2757.410400
	Iteration 55Q: 3 clusters Score -1018108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1018110.812500 Penalty: 2757.410400
	Iteration 56Q: 3 clusters Score -1018111 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1018114.937500 Penalty: 2757.410400
	Iteration 57Q: 3 clusters Score -1018115 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1018112.562500 Penalty: 2757.410400
	Iteration 58Q: 3 clusters Score -1018113 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1018116.312500 Penalty: 2757.410400
	Iteration 59Q: 3 clusters Score -1018116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1018117.062500 Penalty: 2757.410400
	Iteration 60F: 3 clusters Score -1018117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1018118.062500 Penalty: 2757.410400
	Iteration 61Q: 3 clusters Score -1018118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1018117.062500 Penalty: 2757.410400
	Iteration 62Q: 3 clusters Score -1018117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1018119.750000 Penalty: 2757.410400
	Iteration 63Q: 3 clusters Score -1018120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1018119.000000 Penalty: 2757.410400
	Iteration 64Q: 3 clusters Score -1018119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1018118.812500 Penalty: 2757.410400
	Iteration 65Q: 3 clusters Score -1018119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1018119.625000 Penalty: 2757.410400
	Iteration 66Q: 3 clusters Score -1018120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1018121.062500 Penalty: 2757.410400
	Iteration 67Q: 3 clusters Score -1018121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1018120.437500 Penalty: 2757.410400
	Iteration 68Q: 3 clusters Score -1018120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1018122.375000 Penalty: 2757.410400
	Iteration 69Q: 3 clusters Score -1018122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1018123.687500 Penalty: 2757.410400
	Iteration 70Q: 3 clusters Score -1018124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1018123.687500 Penalty: 2757.410400
	Iteration 71F: 3 clusters Score -1018124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Entering Unmasked Estep 
Score: -994400.187500 Penalty: 1367.340576
	Iteration 0F: 2 clusters Score -994400.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -987780.875000 Penalty: 2734.681152
	Iteration 0F: 3 clusters Score -987780.9 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -989980.125000 Penalty: 2734.681152
	Iteration 1F: 3 clusters Score -989980.1 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -990399.062500 Penalty: 2734.681152
	Iteration 2F: 3 clusters Score -990399.1 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -990725.750000 Penalty: 2734.681152
	Iteration 3F: 3 clusters Score -990725.8 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -991038.875000 Penalty: 2734.681152
	Iteration 4F: 3 clusters Score -991038.9 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -991363.437500 Penalty: 2734.681152
	Iteration 5F: 3 clusters Score -991363.4 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -991664.812500 Penalty: 2734.681152
	Iteration 6Q: 3 clusters Score -991664.8 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -991948.500000 Penalty: 2734.681152
	Iteration 7Q: 3 clusters Score -991948.5 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -992185.812500 Penalty: 2734.681152
	Iteration 8Q: 3 clusters Score -992185.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -992384.187500 Penalty: 2734.681152
	Iteration 9Q: 3 clusters Score -992384.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -992568.187500 Penalty: 2734.681152
	Iteration 10Q: 3 clusters Score -992568.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -992727.687500 Penalty: 2734.681152
	Iteration 11Q: 3 clusters Score -992727.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -992838.000000 Penalty: 2734.681152
	Iteration 12Q: 3 clusters Score -992838 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -992922.750000 Penalty: 2734.681152
	Iteration 13Q: 3 clusters Score -992922.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -993006.812500 Penalty: 2734.681152
	Iteration 14Q: 3 clusters Score -993006.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -993081.250000 Penalty: 2734.681152
	Iteration 15Q: 3 clusters Score -993081.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -993142.625000 Penalty: 2734.681152
	Iteration 16Q: 3 clusters Score -993142.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -993185.125000 Penalty: 2734.681152
	Iteration 17Q: 3 clusters Score -993185.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -993206.875000 Penalty: 2734.681152
	Iteration 18Q: 3 clusters Score -993206.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -993228.687500 Penalty: 2734.681152
	Iteration 19Q: 3 clusters Score -993228.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -993242.000000 Penalty: 2734.681152
	Iteration 20F: 3 clusters Score -993242 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -993252.875000 Penalty: 2734.681152
	Iteration 21Q: 3 clusters Score -993252.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -993260.937500 Penalty: 2734.681152
	Iteration 22Q: 3 clusters Score -993260.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -993268.062500 Penalty: 2734.681152
	Iteration 23Q: 3 clusters Score -993268.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -993271.062500 Penalty: 2734.681152
	Iteration 24Q: 3 clusters Score -993271.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -993275.375000 Penalty: 2734.681152
	Iteration 25Q: 3 clusters Score -993275.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -993281.625000 Penalty: 2734.681152
	Iteration 26Q: 3 clusters Score -993281.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -993284.062500 Penalty: 2734.681152
	Iteration 27Q: 3 clusters Score -993284.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -993287.437500 Penalty: 2734.681152
	Iteration 28Q: 3 clusters Score -993287.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -993292.937500 Penalty: 2734.681152
	Iteration 29Q: 3 clusters Score -993292.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -993296.875000 Penalty: 2734.681152
	Iteration 30Q: 3 clusters Score -993296.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -993299.000000 Penalty: 2734.681152
	Iteration 31Q: 3 clusters Score -993299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -993299.562500 Penalty: 2734.681152
	Iteration 32Q: 3 clusters Score -993299.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -993300.812500 Penalty: 2734.681152
	Iteration 33Q: 3 clusters Score -993300.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -993304.437500 Penalty: 2734.681152
	Iteration 34Q: 3 clusters Score -993304.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -993308.187500 Penalty: 2734.681152
	Iteration 35Q: 3 clusters Score -993308.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -993308.687500 Penalty: 2734.681152
	Iteration 36Q: 3 clusters Score -993308.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -993309.437500 Penalty: 2734.681152
	Iteration 37Q: 3 clusters Score -993309.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -993312.437500 Penalty: 2734.681152
	Iteration 38Q: 3 clusters Score -993312.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -993314.625000 Penalty: 2734.681152
	Iteration 39Q: 3 clusters Score -993314.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -993314.875000 Penalty: 2734.681152
	Iteration 40F: 3 clusters Score -993314.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -993315.187500 Penalty: 2734.681152
	Iteration 41Q: 3 clusters Score -993315.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -993317.187500 Penalty: 2734.681152
	Iteration 42Q: 3 clusters Score -993317.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -993316.812500 Penalty: 2734.681152
	Iteration 43Q: 3 clusters Score -993316.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -993319.562500 Penalty: 2734.681152
	Iteration 44Q: 3 clusters Score -993319.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -993323.062500 Penalty: 2734.681152
	Iteration 45Q: 3 clusters Score -993323.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -993324.312500 Penalty: 2734.681152
	Iteration 46Q: 3 clusters Score -993324.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -993330.687500 Penalty: 2734.681152
	Iteration 47Q: 3 clusters Score -993330.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -993329.875000 Penalty: 2734.681152
	Iteration 48Q: 3 clusters Score -993329.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -993334.187500 Penalty: 2734.681152
	Iteration 49Q: 3 clusters Score -993334.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -993334.437500 Penalty: 2734.681152
	Iteration 50Q: 3 clusters Score -993334.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -993335.312500 Penalty: 2734.681152
	Iteration 51Q: 3 clusters Score -993335.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -993334.187500 Penalty: 2734.681152
	Iteration 52Q: 3 clusters Score -993334.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -993336.562500 Penalty: 2734.681152
	Iteration 53Q: 3 clusters Score -993336.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -993338.937500 Penalty: 2734.681152
	Iteration 54Q: 3 clusters Score -993338.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -993341.187500 Penalty: 2734.681152
	Iteration 55Q: 3 clusters Score -993341.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -993340.687500 Penalty: 2734.681152
	Iteration 56Q: 3 clusters Score -993340.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -993343.500000 Penalty: 2734.681152
	Iteration 57Q: 3 clusters Score -993343.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -993344.750000 Penalty: 2734.681152
	Iteration 58Q: 3 clusters Score -993344.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -993345.062500 Penalty: 2734.681152
	Iteration 59Q: 3 clusters Score -993345.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -993348.875000 Penalty: 2734.681152
	Iteration 60F: 3 clusters Score -993348.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -993349.187500 Penalty: 2734.681152
	Iteration 61Q: 3 clusters Score -993349.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -993348.062500 Penalty: 2734.681152
	Iteration 62Q: 3 clusters Score -993348.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -993350.937500 Penalty: 2734.681152
	Iteration 63Q: 3 clusters Score -993350.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -993350.062500 Penalty: 2734.681152
	Iteration 64Q: 3 clusters Score -993350.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -993351.500000 Penalty: 2734.681152
	Iteration 65Q: 3 clusters Score -993351.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -993351.437500 Penalty: 2734.681152
	Iteration 66Q: 3 clusters Score -993351.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -993350.937500 Penalty: 2734.681152
	Iteration 67Q: 3 clusters Score -993350.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -993352.937500 Penalty: 2734.681152
	Iteration 68Q: 3 clusters Score -993352.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -993354.687500 Penalty: 2734.681152
	Iteration 69Q: 3 clusters Score -993354.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -993355.250000 Penalty: 2734.681152
	Iteration 70Q: 3 clusters Score -993355.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -993355.312500 Penalty: 2734.681152
	Iteration 71Q: 3 clusters Score -993355.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -993356.937500 Penalty: 2734.681152
	Iteration 72Q: 3 clusters Score -993356.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -993358.687500 Penalty: 2734.681152
	Iteration 73Q: 3 clusters Score -993358.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -993359.625000 Penalty: 2734.681152
	Iteration 74Q: 3 clusters Score -993359.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -993360.062500 Penalty: 2734.681152
	Iteration 75Q: 3 clusters Score -993360.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -993360.062500 Penalty: 2734.681152
	Iteration 76F: 3 clusters Score -993360.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Entering Unmasked Estep 
Score: -85529.468750 Penalty: 1019.770935
	Iteration 0F: 2 clusters Score -85529.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -84313.062500 Penalty: 2039.541870
	Iteration 0F: 3 clusters Score -84313.06 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -84609.421875 Penalty: 2039.541870
	Iteration 1F: 3 clusters Score -84609.42 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -84705.257812 Penalty: 2039.541870
	Iteration 2F: 3 clusters Score -84705.26 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -84743.023438 Penalty: 2039.541870
	Iteration 3Q: 3 clusters Score -84743.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -84767.218750 Penalty: 2039.541870
	Iteration 4Q: 3 clusters Score -84767.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -84780.796875 Penalty: 2039.541870
	Iteration 5Q: 3 clusters Score -84780.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -84790.882812 Penalty: 2039.541870
	Iteration 6Q: 3 clusters Score -84790.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -84793.679688 Penalty: 2039.541870
	Iteration 7Q: 3 clusters Score -84793.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -84799.312500 Penalty: 2039.541870
	Iteration 8Q: 3 clusters Score -84799.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -84807.335938 Penalty: 2039.541870
	Iteration 9Q: 3 clusters Score -84807.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -84812.429688 Penalty: 2039.541870
	Iteration 10Q: 3 clusters Score -84812.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -84815.164062 Penalty: 2039.541870
	Iteration 11Q: 3 clusters Score -84815.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -84816.523438 Penalty: 2039.541870
	Iteration 12Q: 3 clusters Score -84816.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -84817.625000 Penalty: 2039.541870
	Iteration 13Q: 3 clusters Score -84817.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -84817.625000 Penalty: 2039.541870
	Iteration 14F: 3 clusters Score -84817.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (7964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Entering Unmasked Estep 
Score: -826004.562500 Penalty: 1336.623901
	Iteration 0F: 2 clusters Score -826004.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -820504.812500 Penalty: 2673.247803
	Iteration 0F: 3 clusters Score -820504.8 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -822210.062500 Penalty: 2673.247803
	Iteration 1F: 3 clusters Score -822210.1 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -822513.750000 Penalty: 2673.247803
	Iteration 2F: 3 clusters Score -822513.8 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -822746.000000 Penalty: 2673.247803
	Iteration 3F: 3 clusters Score -822746 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -822945.375000 Penalty: 2673.247803
	Iteration 4Q: 3 clusters Score -822945.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -823138.187500 Penalty: 2673.247803
	Iteration 5Q: 3 clusters Score -823138.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -823333.312500 Penalty: 2673.247803
	Iteration 6Q: 3 clusters Score -823333.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -823523.812500 Penalty: 2673.247803
	Iteration 7Q: 3 clusters Score -823523.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -823725.687500 Penalty: 2673.247803
	Iteration 8Q: 3 clusters Score -823725.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -823914.812500 Penalty: 2673.247803
	Iteration 9Q: 3 clusters Score -823914.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -824077.687500 Penalty: 2673.247803
	Iteration 10Q: 3 clusters Score -824077.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -824226.250000 Penalty: 2673.247803
	Iteration 11Q: 3 clusters Score -824226.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -824366.625000 Penalty: 2673.247803
	Iteration 12Q: 3 clusters Score -824366.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -824499.750000 Penalty: 2673.247803
	Iteration 13Q: 3 clusters Score -824499.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -824597.687500 Penalty: 2673.247803
	Iteration 14Q: 3 clusters Score -824597.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -824663.000000 Penalty: 2673.247803
	Iteration 15Q: 3 clusters Score -824663 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -824718.312500 Penalty: 2673.247803
	Iteration 16Q: 3 clusters Score -824718.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -824761.437500 Penalty: 2673.247803
	Iteration 17Q: 3 clusters Score -824761.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -824796.937500 Penalty: 2673.247803
	Iteration 18Q: 3 clusters Score -824796.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -824827.437500 Penalty: 2673.247803
	Iteration 19Q: 3 clusters Score -824827.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -824854.125000 Penalty: 2673.247803
	Iteration 20F: 3 clusters Score -824854.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -824885.562500 Penalty: 2673.247803
	Iteration 21Q: 3 clusters Score -824885.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -824908.437500 Penalty: 2673.247803
	Iteration 22Q: 3 clusters Score -824908.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -824931.750000 Penalty: 2673.247803
	Iteration 23Q: 3 clusters Score -824931.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -824952.250000 Penalty: 2673.247803
	Iteration 24Q: 3 clusters Score -824952.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -824966.500000 Penalty: 2673.247803
	Iteration 25Q: 3 clusters Score -824966.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -824975.125000 Penalty: 2673.247803
	Iteration 26Q: 3 clusters Score -824975.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -824981.687500 Penalty: 2673.247803
	Iteration 27Q: 3 clusters Score -824981.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -824990.875000 Penalty: 2673.247803
	Iteration 28Q: 3 clusters Score -824990.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -825001.937500 Penalty: 2673.247803
	Iteration 29Q: 3 clusters Score -825001.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -825007.312500 Penalty: 2673.247803
	Iteration 30Q: 3 clusters Score -825007.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -825011.250000 Penalty: 2673.247803
	Iteration 31Q: 3 clusters Score -825011.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -825012.687500 Penalty: 2673.247803
	Iteration 32Q: 3 clusters Score -825012.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -825014.187500 Penalty: 2673.247803
	Iteration 33Q: 3 clusters Score -825014.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -825014.750000 Penalty: 2673.247803
	Iteration 34Q: 3 clusters Score -825014.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -825016.187500 Penalty: 2673.247803
	Iteration 35Q: 3 clusters Score -825016.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -825017.375000 Penalty: 2673.247803
	Iteration 36Q: 3 clusters Score -825017.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -825018.812500 Penalty: 2673.247803
	Iteration 37Q: 3 clusters Score -825018.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -825023.125000 Penalty: 2673.247803
	Iteration 38Q: 3 clusters Score -825023.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -825025.000000 Penalty: 2673.247803
	Iteration 39Q: 3 clusters Score -825025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -825030.937500 Penalty: 2673.247803
	Iteration 40F: 3 clusters Score -825030.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -825033.875000 Penalty: 2673.247803
	Iteration 41Q: 3 clusters Score -825033.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -825035.125000 Penalty: 2673.247803
	Iteration 42Q: 3 clusters Score -825035.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -825037.312500 Penalty: 2673.247803
	Iteration 43Q: 3 clusters Score -825037.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -825038.562500 Penalty: 2673.247803
	Iteration 44Q: 3 clusters Score -825038.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -825040.062500 Penalty: 2673.247803
	Iteration 45Q: 3 clusters Score -825040.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -825038.812500 Penalty: 2673.247803
	Iteration 46Q: 3 clusters Score -825038.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -825038.875000 Penalty: 2673.247803
	Iteration 47Q: 3 clusters Score -825038.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -825039.687500 Penalty: 2673.247803
	Iteration 48Q: 3 clusters Score -825039.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -825039.687500 Penalty: 2673.247803
	Iteration 49F: 3 clusters Score -825039.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Entering Unmasked Estep 
Score: -363134.062500 Penalty: 1226.835205
	Iteration 0F: 2 clusters Score -363134.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -360206.750000 Penalty: 2453.670410
	Iteration 0F: 3 clusters Score -360206.8 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -361098.937500 Penalty: 2453.670410
	Iteration 1F: 3 clusters Score -361098.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -361381.187500 Penalty: 2453.670410
	Iteration 2F: 3 clusters Score -361381.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -361572.000000 Penalty: 2453.670410
	Iteration 3F: 3 clusters Score -361572 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -361739.187500 Penalty: 2453.670410
	Iteration 4Q: 3 clusters Score -361739.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -361867.531250 Penalty: 2453.670410
	Iteration 5Q: 3 clusters Score -361867.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -361951.031250 Penalty: 2453.670410
	Iteration 6Q: 3 clusters Score -361951 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -361992.968750 Penalty: 2453.670410
	Iteration 7Q: 3 clusters Score -361993 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -362026.406250 Penalty: 2453.670410
	Iteration 8Q: 3 clusters Score -362026.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -362047.218750 Penalty: 2453.670410
	Iteration 9Q: 3 clusters Score -362047.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -362060.062500 Penalty: 2453.670410
	Iteration 10Q: 3 clusters Score -362060.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -362074.937500 Penalty: 2453.670410
	Iteration 11Q: 3 clusters Score -362074.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -362091.031250 Penalty: 2453.670410
	Iteration 12Q: 3 clusters Score -362091 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -362103.875000 Penalty: 2453.670410
	Iteration 13Q: 3 clusters Score -362103.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -362117.437500 Penalty: 2453.670410
	Iteration 14Q: 3 clusters Score -362117.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -362121.656250 Penalty: 2453.670410
	Iteration 15Q: 3 clusters Score -362121.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -362126.093750 Penalty: 2453.670410
	Iteration 16Q: 3 clusters Score -362126.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -362127.656250 Penalty: 2453.670410
	Iteration 17Q: 3 clusters Score -362127.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -362128.687500 Penalty: 2453.670410
	Iteration 18Q: 3 clusters Score -362128.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -362129.375000 Penalty: 2453.670410
	Iteration 19Q: 3 clusters Score -362129.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -362128.718750 Penalty: 2453.670410
	Iteration 20F: 3 clusters Score -362128.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -362129.593750 Penalty: 2453.670410
	Iteration 21Q: 3 clusters Score -362129.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -362131.187500 Penalty: 2453.670410
	Iteration 22Q: 3 clusters Score -362131.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -362132.031250 Penalty: 2453.670410
	Iteration 23Q: 3 clusters Score -362132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -362136.218750 Penalty: 2453.670410
	Iteration 24Q: 3 clusters Score -362136.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -362140.187500 Penalty: 2453.670410
	Iteration 25Q: 3 clusters Score -362140.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -362143.250000 Penalty: 2453.670410
	Iteration 26Q: 3 clusters Score -362143.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -362146.343750 Penalty: 2453.670410
	Iteration 27Q: 3 clusters Score -362146.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -362148.468750 Penalty: 2453.670410
	Iteration 28Q: 3 clusters Score -362148.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -362150.562500 Penalty: 2453.670410
	Iteration 29Q: 3 clusters Score -362150.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -362154.718750 Penalty: 2453.670410
	Iteration 30Q: 3 clusters Score -362154.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -362159.781250 Penalty: 2453.670410
	Iteration 31Q: 3 clusters Score -362159.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -362164.968750 Penalty: 2453.670410
	Iteration 32Q: 3 clusters Score -362165 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -362170.125000 Penalty: 2453.670410
	Iteration 33Q: 3 clusters Score -362170.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -362173.406250 Penalty: 2453.670410
	Iteration 34Q: 3 clusters Score -362173.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -362173.718750 Penalty: 2453.670410
	Iteration 35Q: 3 clusters Score -362173.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -362175.156250 Penalty: 2453.670410
	Iteration 36Q: 3 clusters Score -362175.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -362175.937500 Penalty: 2453.670410
	Iteration 37Q: 3 clusters Score -362175.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -362177.562500 Penalty: 2453.670410
	Iteration 38Q: 3 clusters Score -362177.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -362178.593750 Penalty: 2453.670410
	Iteration 39Q: 3 clusters Score -362178.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -362178.937500 Penalty: 2453.670410
	Iteration 40F: 3 clusters Score -362178.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -362181.781250 Penalty: 2453.670410
	Iteration 41Q: 3 clusters Score -362181.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -362185.250000 Penalty: 2453.670410
	Iteration 42Q: 3 clusters Score -362185.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -362192.937500 Penalty: 2453.670410
	Iteration 43Q: 3 clusters Score -362192.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -362198.406250 Penalty: 2453.670410
	Iteration 44Q: 3 clusters Score -362198.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -362202.031250 Penalty: 2453.670410
	Iteration 45Q: 3 clusters Score -362202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -362204.875000 Penalty: 2453.670410
	Iteration 46Q: 3 clusters Score -362204.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -362206.750000 Penalty: 2453.670410
	Iteration 47Q: 3 clusters Score -362206.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -362207.500000 Penalty: 2453.670410
	Iteration 48Q: 3 clusters Score -362207.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -362209.375000 Penalty: 2453.670410
	Iteration 49Q: 3 clusters Score -362209.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -362211.656250 Penalty: 2453.670410
	Iteration 50Q: 3 clusters Score -362211.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -362216.562500 Penalty: 2453.670410
	Iteration 51Q: 3 clusters Score -362216.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -362223.843750 Penalty: 2453.670410
	Iteration 52Q: 3 clusters Score -362223.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -362229.250000 Penalty: 2453.670410
	Iteration 53Q: 3 clusters Score -362229.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -362237.968750 Penalty: 2453.670410
	Iteration 54Q: 3 clusters Score -362238 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -362245.125000 Penalty: 2453.670410
	Iteration 55Q: 3 clusters Score -362245.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -362249.125000 Penalty: 2453.670410
	Iteration 56Q: 3 clusters Score -362249.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -362255.187500 Penalty: 2453.670410
	Iteration 57Q: 3 clusters Score -362255.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -362260.406250 Penalty: 2453.670410
	Iteration 58Q: 3 clusters Score -362260.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -362265.250000 Penalty: 2453.670410
	Iteration 59Q: 3 clusters Score -362265.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -362277.531250 Penalty: 2453.670410
	Iteration 60F: 3 clusters Score -362277.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -362293.843750 Penalty: 2453.670410
	Iteration 61Q: 3 clusters Score -362293.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -362303.781250 Penalty: 2453.670410
	Iteration 62Q: 3 clusters Score -362303.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -362311.812500 Penalty: 2453.670410
	Iteration 63Q: 3 clusters Score -362311.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -362321.937500 Penalty: 2453.670410
	Iteration 64Q: 3 clusters Score -362321.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -362330.250000 Penalty: 2453.670410
	Iteration 65Q: 3 clusters Score -362330.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -362338.031250 Penalty: 2453.670410
	Iteration 66Q: 3 clusters Score -362338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -362342.687500 Penalty: 2453.670410
	Iteration 67Q: 3 clusters Score -362342.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -362346.531250 Penalty: 2453.670410
	Iteration 68Q: 3 clusters Score -362346.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -362350.750000 Penalty: 2453.670410
	Iteration 69Q: 3 clusters Score -362350.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -362352.593750 Penalty: 2453.670410
	Iteration 70Q: 3 clusters Score -362352.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -362354.843750 Penalty: 2453.670410
	Iteration 71Q: 3 clusters Score -362354.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -362355.437500 Penalty: 2453.670410
	Iteration 72Q: 3 clusters Score -362355.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -362355.625000 Penalty: 2453.670410
	Iteration 73Q: 3 clusters Score -362355.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -362356.218750 Penalty: 2453.670410
	Iteration 74Q: 3 clusters Score -362356.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -362357.218750 Penalty: 2453.670410
	Iteration 75Q: 3 clusters Score -362357.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -362357.406250 Penalty: 2453.670410
	Iteration 76Q: 3 clusters Score -362357.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -362358.906250 Penalty: 2453.670410
	Iteration 77Q: 3 clusters Score -362358.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -362358.906250 Penalty: 2453.670410
	Iteration 78Q: 3 clusters Score -362358.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -362358.906250 Penalty: 2453.670410
	Iteration 79F: 3 clusters Score -362358.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Entering Unmasked Estep 
Score: -19054.423828 Penalty: 807.232605
	Iteration 0F: 2 clusters Score -19054.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -18533.093750 Penalty: 1614.465210
	Iteration 0F: 3 clusters Score -18533.09 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -18638.597656 Penalty: 1614.465210
	Iteration 1F: 3 clusters Score -18638.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -18698.013672 Penalty: 1614.465210
	Iteration 2Q: 3 clusters Score -18698.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -18711.396484 Penalty: 1614.465210
	Iteration 3Q: 3 clusters Score -18711.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -18713.300781 Penalty: 1614.465210
	Iteration 4Q: 3 clusters Score -18713.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -18715.074219 Penalty: 1614.465210
	Iteration 5Q: 3 clusters Score -18715.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -18715.074219 Penalty: 1614.465210
	Iteration 6F: 3 clusters Score -18715.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -158500.593750 Penalty: 1101.121460
	Iteration 0F: 2 clusters Score -158500.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -156838.359375 Penalty: 2202.242920
	Iteration 0F: 3 clusters Score -156838.4 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -157186.375000 Penalty: 2202.242920
	Iteration 1F: 3 clusters Score -157186.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -157289.640625 Penalty: 2202.242920
	Iteration 2F: 3 clusters Score -157289.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -157348.562500 Penalty: 2202.242920
	Iteration 3Q: 3 clusters Score -157348.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -157380.359375 Penalty: 2202.242920
	Iteration 4Q: 3 clusters Score -157380.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -157400.796875 Penalty: 2202.242920
	Iteration 5Q: 3 clusters Score -157400.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -157419.437500 Penalty: 2202.242920
	Iteration 6Q: 3 clusters Score -157419.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -157429.265625 Penalty: 2202.242920
	Iteration 7Q: 3 clusters Score -157429.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -157436.156250 Penalty: 2202.242920
	Iteration 8Q: 3 clusters Score -157436.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -157443.406250 Penalty: 2202.242920
	Iteration 9Q: 3 clusters Score -157443.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -157451.093750 Penalty: 2202.242920
	Iteration 10Q: 3 clusters Score -157451.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -157460.671875 Penalty: 2202.242920
	Iteration 11Q: 3 clusters Score -157460.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -157467.109375 Penalty: 2202.242920
	Iteration 12Q: 3 clusters Score -157467.1 nChanged 10
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: -157475.062500 Penalty: 2202.242920
	Iteration 13Q: 3 clusters Score -157475.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -157480.265625 Penalty: 2202.242920
	Iteration 14Q: 3 clusters Score -157480.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -157486.625000 Penalty: 2202.242920
	Iteration 15Q: 3 clusters Score -157486.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -157490.187500 Penalty: 2202.242920
	Iteration 16Q: 3 clusters Score -157490.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -157494.500000 Penalty: 2202.242920
	Iteration 17Q: 3 clusters Score -157494.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -157496.812500 Penalty: 2202.242920
	Iteration 18Q: 3 clusters Score -157496.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -157500.781250 Penalty: 2202.242920
	Iteration 19Q: 3 clusters Score -157500.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -157501.671875 Penalty: 2202.242920
	Iteration 20F: 3 clusters Score -157501.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (4409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Entering Unmasked Estep 
Score: -422454.968750 Penalty: 1248.640869
	Iteration 0F: 2 clusters Score -422455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -419166.281250 Penalty: 2497.281738
	Iteration 0F: 3 clusters Score -419166.3 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -420073.406250 Penalty: 2497.281738
	Iteration 1F: 3 clusters Score -420073.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -420239.500000 Penalty: 2497.281738
	Iteration 2F: 3 clusters Score -420239.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -420371.875000 Penalty: 2497.281738
	Iteration 3Q: 3 clusters Score -420371.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -420477.093750 Penalty: 2497.281738
	Iteration 4Q: 3 clusters Score -420477.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -420554.750000 Penalty: 2497.281738
	Iteration 5Q: 3 clusters Score -420554.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -420611.625000 Penalty: 2497.281738
	Iteration 6Q: 3 clusters Score -420611.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -420689.062500 Penalty: 2497.281738
	Iteration 7Q: 3 clusters Score -420689.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -420779.781250 Penalty: 2497.281738
	Iteration 8Q: 3 clusters Score -420779.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -420882.906250 Penalty: 2497.281738
	Iteration 9Q: 3 clusters Score -420882.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -420981.500000 Penalty: 2497.281738
	Iteration 10Q: 3 clusters Score -420981.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -421062.437500 Penalty: 2497.281738
	Iteration 11Q: 3 clusters Score -421062.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -421141.062500 Penalty: 2497.281738
	Iteration 12Q: 3 clusters Score -421141.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -421215.500000 Penalty: 2497.281738
	Iteration 13Q: 3 clusters Score -421215.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -421287.437500 Penalty: 2497.281738
	Iteration 14Q: 3 clusters Score -421287.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -421357.781250 Penalty: 2497.281738
	Iteration 15Q: 3 clusters Score -421357.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -421418.656250 Penalty: 2497.281738
	Iteration 16Q: 3 clusters Score -421418.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -421477.937500 Penalty: 2497.281738
	Iteration 17Q: 3 clusters Score -421477.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -421533.968750 Penalty: 2497.281738
	Iteration 18Q: 3 clusters Score -421534 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -421578.656250 Penalty: 2497.281738
	Iteration 19Q: 3 clusters Score -421578.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -421623.812500 Penalty: 2497.281738
	Iteration 20F: 3 clusters Score -421623.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -421672.062500 Penalty: 2497.281738
	Iteration 21Q: 3 clusters Score -421672.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -421698.968750 Penalty: 2497.281738
	Iteration 22Q: 3 clusters Score -421699 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -421722.718750 Penalty: 2497.281738
	Iteration 23Q: 3 clusters Score -421722.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -421735.687500 Penalty: 2497.281738
	Iteration 24Q: 3 clusters Score -421735.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -421748.875000 Penalty: 2497.281738
	Iteration 25Q: 3 clusters Score -421748.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -421759.406250 Penalty: 2497.281738
	Iteration 26Q: 3 clusters Score -421759.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -421766.593750 Penalty: 2497.281738
	Iteration 27Q: 3 clusters Score -421766.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -421776.937500 Penalty: 2497.281738
	Iteration 28Q: 3 clusters Score -421776.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -421788.875000 Penalty: 2497.281738
	Iteration 29Q: 3 clusters Score -421788.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -421801.375000 Penalty: 2497.281738
	Iteration 30Q: 3 clusters Score -421801.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -421812.468750 Penalty: 2497.281738
	Iteration 31Q: 3 clusters Score -421812.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -421820.406250 Penalty: 2497.281738
	Iteration 32Q: 3 clusters Score -421820.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -421826.937500 Penalty: 2497.281738
	Iteration 33Q: 3 clusters Score -421826.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -421835.406250 Penalty: 2497.281738
	Iteration 34Q: 3 clusters Score -421835.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -421840.062500 Penalty: 2497.281738
	Iteration 35Q: 3 clusters Score -421840.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -421845.562500 Penalty: 2497.281738
	Iteration 36Q: 3 clusters Score -421845.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -421849.875000 Penalty: 2497.281738
	Iteration 37Q: 3 clusters Score -421849.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -421853.687500 Penalty: 2497.281738
	Iteration 38Q: 3 clusters Score -421853.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -421856.031250 Penalty: 2497.281738
	Iteration 39Q: 3 clusters Score -421856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -421857.218750 Penalty: 2497.281738
	Iteration 40F: 3 clusters Score -421857.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -421857.968750 Penalty: 2497.281738
	Iteration 41Q: 3 clusters Score -421858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -421858.812500 Penalty: 2497.281738
	Iteration 42Q: 3 clusters Score -421858.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -421858.875000 Penalty: 2497.281738
	Iteration 43Q: 3 clusters Score -421858.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -421859.375000 Penalty: 2497.281738
	Iteration 44Q: 3 clusters Score -421859.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -421860.562500 Penalty: 2497.281738
	Iteration 45Q: 3 clusters Score -421860.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -421860.562500 Penalty: 2497.281738
	Iteration 46Q: 3 clusters Score -421860.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -421860.562500 Penalty: 2497.281738
	Iteration 47F: 3 clusters Score -421860.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Entering Unmasked Estep 
Score: -329755.093750 Penalty: 1216.353882
	Iteration 0F: 2 clusters Score -329755.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -326971.000000 Penalty: 2432.707764
	Iteration 0F: 3 clusters Score -326971 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -327780.781250 Penalty: 2432.707764
	Iteration 1F: 3 clusters Score -327780.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -327983.281250 Penalty: 2432.707764
	Iteration 2F: 3 clusters Score -327983.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -328096.343750 Penalty: 2432.707764
	Iteration 3Q: 3 clusters Score -328096.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -328176.562500 Penalty: 2432.707764
	Iteration 4Q: 3 clusters Score -328176.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -328235.562500 Penalty: 2432.707764
	Iteration 5Q: 3 clusters Score -328235.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -328276.937500 Penalty: 2432.707764
	Iteration 6Q: 3 clusters Score -328276.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -328308.968750 Penalty: 2432.707764
	Iteration 7Q: 3 clusters Score -328309 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -328343.093750 Penalty: 2432.707764
	Iteration 8Q: 3 clusters Score -328343.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -328375.718750 Penalty: 2432.707764
	Iteration 9Q: 3 clusters Score -328375.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -328404.437500 Penalty: 2432.707764
	Iteration 10Q: 3 clusters Score -328404.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -328436.625000 Penalty: 2432.707764
	Iteration 11Q: 3 clusters Score -328436.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -328460.906250 Penalty: 2432.707764
	Iteration 12Q: 3 clusters Score -328460.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -328478.531250 Penalty: 2432.707764
	Iteration 13Q: 3 clusters Score -328478.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -328496.843750 Penalty: 2432.707764
	Iteration 14Q: 3 clusters Score -328496.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -328514.437500 Penalty: 2432.707764
	Iteration 15Q: 3 clusters Score -328514.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -328535.375000 Penalty: 2432.707764
	Iteration 16Q: 3 clusters Score -328535.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -328561.187500 Penalty: 2432.707764
	Iteration 17Q: 3 clusters Score -328561.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -328584.562500 Penalty: 2432.707764
	Iteration 18Q: 3 clusters Score -328584.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -328598.281250 Penalty: 2432.707764
	Iteration 19Q: 3 clusters Score -328598.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -328607.593750 Penalty: 2432.707764
	Iteration 20F: 3 clusters Score -328607.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -328620.718750 Penalty: 2432.707764
	Iteration 21Q: 3 clusters Score -328620.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -328631.375000 Penalty: 2432.707764
	Iteration 22Q: 3 clusters Score -328631.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -328640.718750 Penalty: 2432.707764
	Iteration 23Q: 3 clusters Score -328640.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -328649.437500 Penalty: 2432.707764
	Iteration 24Q: 3 clusters Score -328649.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -328652.937500 Penalty: 2432.707764
	Iteration 25Q: 3 clusters Score -328652.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -328655.406250 Penalty: 2432.707764
	Iteration 26Q: 3 clusters Score -328655.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -328657.687500 Penalty: 2432.707764
	Iteration 27Q: 3 clusters Score -328657.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -328660.781250 Penalty: 2432.707764
	Iteration 28Q: 3 clusters Score -328660.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -328663.031250 Penalty: 2432.707764
	Iteration 29Q: 3 clusters Score -328663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -328666.625000 Penalty: 2432.707764
	Iteration 30Q: 3 clusters Score -328666.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -328667.718750 Penalty: 2432.707764
	Iteration 31Q: 3 clusters Score -328667.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -328670.375000 Penalty: 2432.707764
	Iteration 32Q: 3 clusters Score -328670.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -328670.625000 Penalty: 2432.707764
	Iteration 33Q: 3 clusters Score -328670.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -328671.468750 Penalty: 2432.707764
	Iteration 34Q: 3 clusters Score -328671.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -328672.406250 Penalty: 2432.707764
	Iteration 35Q: 3 clusters Score -328672.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -328672.218750 Penalty: 2432.707764
	Iteration 36Q: 3 clusters Score -328672.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -328672.375000 Penalty: 2432.707764
	Iteration 37Q: 3 clusters Score -328672.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -328673.906250 Penalty: 2432.707764
	Iteration 38Q: 3 clusters Score -328673.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -328673.687500 Penalty: 2432.707764
	Iteration 39Q: 3 clusters Score -328673.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -328674.562500 Penalty: 2432.707764
	Iteration 40F: 3 clusters Score -328674.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -328674.687500 Penalty: 2432.707764
	Iteration 41Q: 3 clusters Score -328674.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -328675.750000 Penalty: 2432.707764
	Iteration 42Q: 3 clusters Score -328675.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -328676.812500 Penalty: 2432.707764
	Iteration 43Q: 3 clusters Score -328676.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -328677.562500 Penalty: 2432.707764
	Iteration 44Q: 3 clusters Score -328677.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -328678.593750 Penalty: 2432.707764
	Iteration 45Q: 3 clusters Score -328678.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -328678.937500 Penalty: 2432.707764
	Iteration 46Q: 3 clusters Score -328678.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -328680.656250 Penalty: 2432.707764
	Iteration 47Q: 3 clusters Score -328680.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -328680.656250 Penalty: 2432.707764
	Iteration 48F: 3 clusters Score -328680.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (34615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34615 members 
Entering Unmasked Estep 
Score: -3600237.250000 Penalty: 1555.263916
	Iteration 0F: 2 clusters Score -3600237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -3577579.750000 Penalty: 3110.527832
	Iteration 0F: 3 clusters Score -3577580 nChanged 15704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -3586414.250000 Penalty: 3110.527832
	Iteration 1F: 3 clusters Score -3586414 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -3587039.750000 Penalty: 3110.527832
	Iteration 2F: 3 clusters Score -3587040 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -3587714.000000 Penalty: 3110.527832
	Iteration 3Q: 3 clusters Score -3587714 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -3588554.250000 Penalty: 3110.527832
	Iteration 4F: 3 clusters Score -3588554 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 22342 members 
Entering Unmasked Estep 
Score: -3589545.500000 Penalty: 3110.527832
	Iteration 5F: 3 clusters Score -3589546 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -3590790.500000 Penalty: 3110.527832
	Iteration 6F: 3 clusters Score -3590790 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 25926 members 
Entering Unmasked Estep 
Score: -3592280.750000 Penalty: 3110.527832
	Iteration 7F: 3 clusters Score -3592281 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 27827 members 
Entering Unmasked Estep 
Score: -3593872.000000 Penalty: 3110.527832
	Iteration 8F: 3 clusters Score -3593872 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 29545 members 
Entering Unmasked Estep 
Score: -3595306.250000 Penalty: 3110.527832
	Iteration 9F: 3 clusters Score -3595306 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 30953 members 
Entering Unmasked Estep 
Score: -3596444.000000 Penalty: 3110.527832
	Iteration 10Q: 3 clusters Score -3596444 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 32007 members 
Entering Unmasked Estep 
Score: -3597278.500000 Penalty: 3110.527832
	Iteration 11Q: 3 clusters Score -3597278 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 32751 members 
Entering Unmasked Estep 
Score: -3597876.750000 Penalty: 3110.527832
	Iteration 12Q: 3 clusters Score -3597877 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 33240 members 
Entering Unmasked Estep 
Score: -3598230.500000 Penalty: 3110.527832
	Iteration 13Q: 3 clusters Score -3598230 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 33537 members 
Entering Unmasked Estep 
Score: -3598477.250000 Penalty: 3110.527832
	Iteration 14Q: 3 clusters Score -3598477 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 33727 members 
Entering Unmasked Estep 
Score: -3598628.000000 Penalty: 3110.527832
	Iteration 15Q: 3 clusters Score -3598628 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 33857 members 
Entering Unmasked Estep 
Score: -3598734.250000 Penalty: 3110.527832
	Iteration 16Q: 3 clusters Score -3598734 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 33946 members 
Entering Unmasked Estep 
Score: -3598805.500000 Penalty: 3110.527832
	Iteration 17Q: 3 clusters Score -3598806 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 34010 members 
Entering Unmasked Estep 
Score: -3598855.500000 Penalty: 3110.527832
	Iteration 18Q: 3 clusters Score -3598856 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 34058 members 
Entering Unmasked Estep 
Score: -3598896.250000 Penalty: 3110.527832
	Iteration 19Q: 3 clusters Score -3598896 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 34102 members 
Entering Unmasked Estep 
Score: -3598939.250000 Penalty: 3110.527832
	Iteration 20F: 3 clusters Score -3598939 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 34117 members 
Entering Unmasked Estep 
Score: -3598961.500000 Penalty: 3110.527832
	Iteration 21Q: 3 clusters Score -3598962 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 34129 members 
Entering Unmasked Estep 
Score: -3598979.750000 Penalty: 3110.527832
	Iteration 22Q: 3 clusters Score -3598980 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 34139 members 
Entering Unmasked Estep 
Score: -3598997.250000 Penalty: 3110.527832
	Iteration 23Q: 3 clusters Score -3598997 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 34149 members 
Entering Unmasked Estep 
Score: -3599009.500000 Penalty: 3110.527832
	Iteration 24Q: 3 clusters Score -3599010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 34158 members 
Entering Unmasked Estep 
Score: -3599018.250000 Penalty: 3110.527832
	Iteration 25Q: 3 clusters Score -3599018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 34165 members 
Entering Unmasked Estep 
Score: -3599029.500000 Penalty: 3110.527832
	Iteration 26Q: 3 clusters Score -3599030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 34167 members 
Entering Unmasked Estep 
Score: -3599027.750000 Penalty: 3110.527832
	Iteration 27Q: 3 clusters Score -3599028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 34174 members 
Entering Unmasked Estep 
Score: -3599031.750000 Penalty: 3110.527832
	Iteration 28Q: 3 clusters Score -3599032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 34179 members 
Entering Unmasked Estep 
Score: -3599032.750000 Penalty: 3110.527832
	Iteration 29Q: 3 clusters Score -3599033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 34183 members 
Entering Unmasked Estep 
Score: -3599034.750000 Penalty: 3110.527832
	Iteration 30Q: 3 clusters Score -3599035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 34187 members 
Entering Unmasked Estep 
Score: -3599044.750000 Penalty: 3110.527832
	Iteration 31Q: 3 clusters Score -3599045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 34191 members 
Entering Unmasked Estep 
Score: -3599049.500000 Penalty: 3110.527832
	Iteration 32Q: 3 clusters Score -3599050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 34192 members 
Entering Unmasked Estep 
Score: -3599049.250000 Penalty: 3110.527832
	Iteration 33Q: 3 clusters Score -3599049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 34193 members 
Entering Unmasked Estep 
Score: -3599051.750000 Penalty: 3110.527832
	Iteration 34Q: 3 clusters Score -3599052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 34195 members 
Entering Unmasked Estep 
Score: -3599051.500000 Penalty: 3110.527832
	Iteration 35Q: 3 clusters Score -3599052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 34195 members 
Entering Unmasked Estep 
Score: -3599051.500000 Penalty: 3110.527832
	Iteration 36F: 3 clusters Score -3599052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (17988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Entering Unmasked Estep 
Score: -1887827.375000 Penalty: 1457.862183
	Iteration 0F: 2 clusters Score -1887827 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1876039.625000 Penalty: 2915.724365
	Iteration 0F: 3 clusters Score -1876040 nChanged 7810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1880151.500000 Penalty: 2915.724365
	Iteration 1F: 3 clusters Score -1880152 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1880574.625000 Penalty: 2915.724365
	Iteration 2F: 3 clusters Score -1880575 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1880961.250000 Penalty: 2915.724365
	Iteration 3F: 3 clusters Score -1880961 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1881306.750000 Penalty: 2915.724365
	Iteration 4Q: 3 clusters Score -1881307 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1881700.375000 Penalty: 2915.724365
	Iteration 5Q: 3 clusters Score -1881700 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1882144.125000 Penalty: 2915.724365
	Iteration 6Q: 3 clusters Score -1882144 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1882609.875000 Penalty: 2915.724365
	Iteration 7Q: 3 clusters Score -1882610 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -1883048.375000 Penalty: 2915.724365
	Iteration 8Q: 3 clusters Score -1883048 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1883444.000000 Penalty: 2915.724365
	Iteration 9Q: 3 clusters Score -1883444 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1883790.125000 Penalty: 2915.724365
	Iteration 10Q: 3 clusters Score -1883790 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -1884074.375000 Penalty: 2915.724365
	Iteration 11Q: 3 clusters Score -1884074 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1884348.875000 Penalty: 2915.724365
	Iteration 12Q: 3 clusters Score -1884349 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -1884599.625000 Penalty: 2915.724365
	Iteration 13Q: 3 clusters Score -1884600 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -1884815.875000 Penalty: 2915.724365
	Iteration 14Q: 3 clusters Score -1884816 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -1885000.000000 Penalty: 2915.724365
	Iteration 15Q: 3 clusters Score -1885000 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -1885151.000000 Penalty: 2915.724365
	Iteration 16Q: 3 clusters Score -1885151 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -1885295.375000 Penalty: 2915.724365
	Iteration 17Q: 3 clusters Score -1885295 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -1885408.375000 Penalty: 2915.724365
	Iteration 18Q: 3 clusters Score -1885408 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -1885523.500000 Penalty: 2915.724365
	Iteration 19Q: 3 clusters Score -1885524 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -1885634.000000 Penalty: 2915.724365
	Iteration 20F: 3 clusters Score -1885634 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -1885729.625000 Penalty: 2915.724365
	Iteration 21Q: 3 clusters Score -1885730 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -1885806.625000 Penalty: 2915.724365
	Iteration 22Q: 3 clusters Score -1885807 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -1885876.375000 Penalty: 2915.724365
	Iteration 23Q: 3 clusters Score -1885876 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -1885942.375000 Penalty: 2915.724365
	Iteration 24Q: 3 clusters Score -1885942 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -1885989.125000 Penalty: 2915.724365
	Iteration 25Q: 3 clusters Score -1885989 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -1886005.750000 Penalty: 2915.724365
	Iteration 26Q: 3 clusters Score -1886006 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -1886034.250000 Penalty: 2915.724365
	Iteration 27Q: 3 clusters Score -1886034 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -1886068.375000 Penalty: 2915.724365
	Iteration 28Q: 3 clusters Score -1886068 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -1886096.625000 Penalty: 2915.724365
	Iteration 29Q: 3 clusters Score -1886097 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -1886123.125000 Penalty: 2915.724365
	Iteration 30Q: 3 clusters Score -1886123 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -1886152.125000 Penalty: 2915.724365
	Iteration 31Q: 3 clusters Score -1886152 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -1886165.500000 Penalty: 2915.724365
	Iteration 32Q: 3 clusters Score -1886166 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -1886199.125000 Penalty: 2915.724365
	Iteration 33Q: 3 clusters Score -1886199 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -1886229.125000 Penalty: 2915.724365
	Iteration 34Q: 3 clusters Score -1886229 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -1886245.625000 Penalty: 2915.724365
	Iteration 35Q: 3 clusters Score -1886246 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -1886259.375000 Penalty: 2915.724365
	Iteration 36Q: 3 clusters Score -1886259 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -1886284.750000 Penalty: 2915.724365
	Iteration 37Q: 3 clusters Score -1886285 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -1886310.000000 Penalty: 2915.724365
	Iteration 38Q: 3 clusters Score -1886310 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -1886346.250000 Penalty: 2915.724365
	Iteration 39Q: 3 clusters Score -1886346 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -1886371.500000 Penalty: 2915.724365
	Iteration 40F: 3 clusters Score -1886372 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -1886394.125000 Penalty: 2915.724365
	Iteration 41Q: 3 clusters Score -1886394 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -1886417.625000 Penalty: 2915.724365
	Iteration 42Q: 3 clusters Score -1886418 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -1886431.125000 Penalty: 2915.724365
	Iteration 43Q: 3 clusters Score -1886431 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -1886445.750000 Penalty: 2915.724365
	Iteration 44Q: 3 clusters Score -1886446 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -1886460.500000 Penalty: 2915.724365
	Iteration 45Q: 3 clusters Score -1886460 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -1886469.875000 Penalty: 2915.724365
	Iteration 46Q: 3 clusters Score -1886470 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -1886472.250000 Penalty: 2915.724365
	Iteration 47Q: 3 clusters Score -1886472 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -1886483.125000 Penalty: 2915.724365
	Iteration 48Q: 3 clusters Score -1886483 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -1886494.750000 Penalty: 2915.724365
	Iteration 49Q: 3 clusters Score -1886495 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -1886504.250000 Penalty: 2915.724365
	Iteration 50Q: 3 clusters Score -1886504 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -1886514.375000 Penalty: 2915.724365
	Iteration 51Q: 3 clusters Score -1886514 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -1886513.250000 Penalty: 2915.724365
	Iteration 52Q: 3 clusters Score -1886513 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -1886520.000000 Penalty: 2915.724365
	Iteration 53Q: 3 clusters Score -1886520 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -1886525.375000 Penalty: 2915.724365
	Iteration 54Q: 3 clusters Score -1886525 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -1886532.625000 Penalty: 2915.724365
	Iteration 55Q: 3 clusters Score -1886533 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -1886537.750000 Penalty: 2915.724365
	Iteration 56Q: 3 clusters Score -1886538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -1886545.375000 Penalty: 2915.724365
	Iteration 57Q: 3 clusters Score -1886545 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -1886549.500000 Penalty: 2915.724365
	Iteration 58Q: 3 clusters Score -1886550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -1886556.875000 Penalty: 2915.724365
	Iteration 59Q: 3 clusters Score -1886557 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -1886557.500000 Penalty: 2915.724365
	Iteration 60F: 3 clusters Score -1886558 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -1886560.500000 Penalty: 2915.724365
	Iteration 61Q: 3 clusters Score -1886560 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -1886567.000000 Penalty: 2915.724365
	Iteration 62Q: 3 clusters Score -1886567 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -1886575.250000 Penalty: 2915.724365
	Iteration 63Q: 3 clusters Score -1886575 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -1886584.750000 Penalty: 2915.724365
	Iteration 64Q: 3 clusters Score -1886585 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -1886587.625000 Penalty: 2915.724365
	Iteration 65Q: 3 clusters Score -1886588 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -1886588.625000 Penalty: 2915.724365
	Iteration 66Q: 3 clusters Score -1886589 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -1886597.000000 Penalty: 2915.724365
	Iteration 67Q: 3 clusters Score -1886597 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -1886604.000000 Penalty: 2915.724365
	Iteration 68Q: 3 clusters Score -1886604 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -1886612.625000 Penalty: 2915.724365
	Iteration 69Q: 3 clusters Score -1886613 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -1886621.875000 Penalty: 2915.724365
	Iteration 70Q: 3 clusters Score -1886622 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -1886626.000000 Penalty: 2915.724365
	Iteration 71Q: 3 clusters Score -1886626 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -1886631.875000 Penalty: 2915.724365
	Iteration 72Q: 3 clusters Score -1886632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -1886637.375000 Penalty: 2915.724365
	Iteration 73Q: 3 clusters Score -1886637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -1886634.625000 Penalty: 2915.724365
	Iteration 74Q: 3 clusters Score -1886635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -1886636.125000 Penalty: 2915.724365
	Iteration 75Q: 3 clusters Score -1886636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -1886640.875000 Penalty: 2915.724365
	Iteration 76Q: 3 clusters Score -1886641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -1886642.000000 Penalty: 2915.724365
	Iteration 77Q: 3 clusters Score -1886642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -1886642.625000 Penalty: 2915.724365
	Iteration 78Q: 3 clusters Score -1886643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -1886642.625000 Penalty: 2915.724365
	Iteration 79F: 3 clusters Score -1886643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (15615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Entering Unmasked Estep 
Score: -1632854.875000 Penalty: 1436.811035
	Iteration 0F: 2 clusters Score -1632855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1622535.875000 Penalty: 2873.622070
	Iteration 0F: 3 clusters Score -1622536 nChanged 6842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1626289.500000 Penalty: 2873.622070
	Iteration 1F: 3 clusters Score -1626290 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1626778.750000 Penalty: 2873.622070
	Iteration 2F: 3 clusters Score -1626779 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1627269.250000 Penalty: 2873.622070
	Iteration 3F: 3 clusters Score -1627269 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1627752.375000 Penalty: 2873.622070
	Iteration 4F: 3 clusters Score -1627752 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1628227.500000 Penalty: 2873.622070
	Iteration 5F: 3 clusters Score -1628228 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1628650.750000 Penalty: 2873.622070
	Iteration 6Q: 3 clusters Score -1628651 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1629045.500000 Penalty: 2873.622070
	Iteration 7Q: 3 clusters Score -1629046 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1629375.750000 Penalty: 2873.622070
	Iteration 8Q: 3 clusters Score -1629376 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1629616.125000 Penalty: 2873.622070
	Iteration 9Q: 3 clusters Score -1629616 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1629787.500000 Penalty: 2873.622070
	Iteration 10Q: 3 clusters Score -1629788 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1629891.625000 Penalty: 2873.622070
	Iteration 11Q: 3 clusters Score -1629892 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1629967.250000 Penalty: 2873.622070
	Iteration 12Q: 3 clusters Score -1629967 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1630022.000000 Penalty: 2873.622070
	Iteration 13Q: 3 clusters Score -1630022 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1630061.875000 Penalty: 2873.622070
	Iteration 14Q: 3 clusters Score -1630062 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1630090.250000 Penalty: 2873.622070
	Iteration 15Q: 3 clusters Score -1630090 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1630103.000000 Penalty: 2873.622070
	Iteration 16Q: 3 clusters Score -1630103 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1630120.250000 Penalty: 2873.622070
	Iteration 17Q: 3 clusters Score -1630120 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1630136.125000 Penalty: 2873.622070
	Iteration 18Q: 3 clusters Score -1630136 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1630148.500000 Penalty: 2873.622070
	Iteration 19Q: 3 clusters Score -1630148 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1630150.125000 Penalty: 2873.622070
	Iteration 20F: 3 clusters Score -1630150 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1630153.375000 Penalty: 2873.622070
	Iteration 21Q: 3 clusters Score -1630153 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1630160.875000 Penalty: 2873.622070
	Iteration 22Q: 3 clusters Score -1630161 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1630160.750000 Penalty: 2873.622070
	Iteration 23Q: 3 clusters Score -1630161 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1630162.250000 Penalty: 2873.622070
	Iteration 24Q: 3 clusters Score -1630162 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1630166.250000 Penalty: 2873.622070
	Iteration 25Q: 3 clusters Score -1630166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1630169.750000 Penalty: 2873.622070
	Iteration 26Q: 3 clusters Score -1630170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1630166.875000 Penalty: 2873.622070
	Iteration 27Q: 3 clusters Score -1630167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1630171.250000 Penalty: 2873.622070
	Iteration 28Q: 3 clusters Score -1630171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1630172.875000 Penalty: 2873.622070
	Iteration 29Q: 3 clusters Score -1630173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1630170.750000 Penalty: 2873.622070
	Iteration 30Q: 3 clusters Score -1630171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1630171.625000 Penalty: 2873.622070
	Iteration 31Q: 3 clusters Score -1630172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1630170.625000 Penalty: 2873.622070
	Iteration 32Q: 3 clusters Score -1630171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1630172.125000 Penalty: 2873.622070
	Iteration 33Q: 3 clusters Score -1630172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1630173.375000 Penalty: 2873.622070
	Iteration 34Q: 3 clusters Score -1630173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1630179.250000 Penalty: 2873.622070
	Iteration 35Q: 3 clusters Score -1630179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1630176.000000 Penalty: 2873.622070
	Iteration 36Q: 3 clusters Score -1630176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1630171.875000 Penalty: 2873.622070
	Iteration 37Q: 3 clusters Score -1630172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1630174.875000 Penalty: 2873.622070
	Iteration 38Q: 3 clusters Score -1630175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1630175.500000 Penalty: 2873.622070
	Iteration 39Q: 3 clusters Score -1630176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1630175.375000 Penalty: 2873.622070
	Iteration 40F: 3 clusters Score -1630175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1630174.875000 Penalty: 2873.622070
	Iteration 41Q: 3 clusters Score -1630175 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1630173.750000 Penalty: 2873.622070
	Iteration 42Q: 3 clusters Score -1630174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1630176.250000 Penalty: 2873.622070
	Iteration 43Q: 3 clusters Score -1630176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1630179.125000 Penalty: 2873.622070
	Iteration 44Q: 3 clusters Score -1630179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1630176.750000 Penalty: 2873.622070
	Iteration 45Q: 3 clusters Score -1630177 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1630176.125000 Penalty: 2873.622070
	Iteration 46Q: 3 clusters Score -1630176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1630176.125000 Penalty: 2873.622070
	Iteration 47Q: 3 clusters Score -1630176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1630172.625000 Penalty: 2873.622070
	Iteration 48Q: 3 clusters Score -1630173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1630173.625000 Penalty: 2873.622070
	Iteration 49Q: 3 clusters Score -1630174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1630173.625000 Penalty: 2873.622070
	Iteration 50F: 3 clusters Score -1630174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (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: -301021.093750 Penalty: 1186.456787
	Iteration 0F: 2 clusters Score -301021.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -298594.625000 Penalty: 2372.913574
	Iteration 0F: 3 clusters Score -298594.6 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -299241.250000 Penalty: 2372.913574
	Iteration 1F: 3 clusters Score -299241.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -299397.812500 Penalty: 2372.913574
	Iteration 2F: 3 clusters Score -299397.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -299468.562500 Penalty: 2372.913574
	Iteration 3Q: 3 clusters Score -299468.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -299501.000000 Penalty: 2372.913574
	Iteration 4Q: 3 clusters Score -299501 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -299530.031250 Penalty: 2372.913574
	Iteration 5Q: 3 clusters Score -299530 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -299559.375000 Penalty: 2372.913574
	Iteration 6Q: 3 clusters Score -299559.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -299586.937500 Penalty: 2372.913574
	Iteration 7Q: 3 clusters Score -299586.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -299600.562500 Penalty: 2372.913574
	Iteration 8Q: 3 clusters Score -299600.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -299611.843750 Penalty: 2372.913574
	Iteration 9Q: 3 clusters Score -299611.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -299620.812500 Penalty: 2372.913574
	Iteration 10Q: 3 clusters Score -299620.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -299628.125000 Penalty: 2372.913574
	Iteration 11Q: 3 clusters Score -299628.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -299634.000000 Penalty: 2372.913574
	Iteration 12Q: 3 clusters Score -299634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -299639.531250 Penalty: 2372.913574
	Iteration 13Q: 3 clusters Score -299639.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -299643.375000 Penalty: 2372.913574
	Iteration 14Q: 3 clusters Score -299643.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -299650.718750 Penalty: 2372.913574
	Iteration 15Q: 3 clusters Score -299650.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -299656.468750 Penalty: 2372.913574
	Iteration 16Q: 3 clusters Score -299656.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -299663.062500 Penalty: 2372.913574
	Iteration 17Q: 3 clusters Score -299663.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -299667.843750 Penalty: 2372.913574
	Iteration 18Q: 3 clusters Score -299667.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -299671.875000 Penalty: 2372.913574
	Iteration 19Q: 3 clusters Score -299671.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -299676.875000 Penalty: 2372.913574
	Iteration 20F: 3 clusters Score -299676.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -299684.125000 Penalty: 2372.913574
	Iteration 21Q: 3 clusters Score -299684.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -299693.562500 Penalty: 2372.913574
	Iteration 22Q: 3 clusters Score -299693.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -299705.156250 Penalty: 2372.913574
	Iteration 23Q: 3 clusters Score -299705.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -299715.812500 Penalty: 2372.913574
	Iteration 24Q: 3 clusters Score -299715.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -299722.875000 Penalty: 2372.913574
	Iteration 25Q: 3 clusters Score -299722.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -299730.281250 Penalty: 2372.913574
	Iteration 26Q: 3 clusters Score -299730.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -299737.312500 Penalty: 2372.913574
	Iteration 27Q: 3 clusters Score -299737.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -299744.062500 Penalty: 2372.913574
	Iteration 28Q: 3 clusters Score -299744.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -299751.031250 Penalty: 2372.913574
	Iteration 29Q: 3 clusters Score -299751 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -299755.812500 Penalty: 2372.913574
	Iteration 30Q: 3 clusters Score -299755.8 nChanged 11
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: -299759.562500 Penalty: 2372.913574
	Iteration 31Q: 3 clusters Score -299759.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -299761.843750 Penalty: 2372.913574
	Iteration 32Q: 3 clusters Score -299761.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -299764.906250 Penalty: 2372.913574
	Iteration 33Q: 3 clusters Score -299764.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -299765.843750 Penalty: 2372.913574
	Iteration 34Q: 3 clusters Score -299765.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -299766.593750 Penalty: 2372.913574
	Iteration 35Q: 3 clusters Score -299766.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -299767.468750 Penalty: 2372.913574
	Iteration 36Q: 3 clusters Score -299767.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -299767.968750 Penalty: 2372.913574
	Iteration 37Q: 3 clusters Score -299768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -299769.812500 Penalty: 2372.913574
	Iteration 38Q: 3 clusters Score -299769.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -299770.281250 Penalty: 2372.913574
	Iteration 39Q: 3 clusters Score -299770.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -299771.343750 Penalty: 2372.913574
	Iteration 40F: 3 clusters Score -299771.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -299772.187500 Penalty: 2372.913574
	Iteration 41Q: 3 clusters Score -299772.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -299772.687500 Penalty: 2372.913574
	Iteration 42Q: 3 clusters Score -299772.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -299772.468750 Penalty: 2372.913574
	Iteration 43Q: 3 clusters Score -299772.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -299774.750000 Penalty: 2372.913574
	Iteration 44Q: 3 clusters Score -299774.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -299776.125000 Penalty: 2372.913574
	Iteration 45Q: 3 clusters Score -299776.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -299776.000000 Penalty: 2372.913574
	Iteration 46Q: 3 clusters Score -299776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -299776.000000 Penalty: 2372.913574
	Iteration 47F: 3 clusters Score -299776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Entering Unmasked Estep 
Score: -181628.296875 Penalty: 1130.492554
	Iteration 0F: 2 clusters Score -181628.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -179787.609375 Penalty: 2260.985107
	Iteration 0F: 3 clusters Score -179787.6 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -180336.281250 Penalty: 2260.985107
	Iteration 1F: 3 clusters Score -180336.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -180558.781250 Penalty: 2260.985107
	Iteration 2F: 3 clusters Score -180558.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -180687.031250 Penalty: 2260.985107
	Iteration 3F: 3 clusters Score -180687 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -180774.468750 Penalty: 2260.985107
	Iteration 4Q: 3 clusters Score -180774.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -180830.640625 Penalty: 2260.985107
	Iteration 5Q: 3 clusters Score -180830.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -180886.859375 Penalty: 2260.985107
	Iteration 6Q: 3 clusters Score -180886.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -180934.671875 Penalty: 2260.985107
	Iteration 7Q: 3 clusters Score -180934.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -180982.953125 Penalty: 2260.985107
	Iteration 8Q: 3 clusters Score -180983 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -181024.921875 Penalty: 2260.985107
	Iteration 9Q: 3 clusters Score -181024.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -181062.390625 Penalty: 2260.985107
	Iteration 10Q: 3 clusters Score -181062.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -181083.515625 Penalty: 2260.985107
	Iteration 11Q: 3 clusters Score -181083.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -181094.968750 Penalty: 2260.985107
	Iteration 12Q: 3 clusters Score -181095 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -181108.015625 Penalty: 2260.985107
	Iteration 13Q: 3 clusters Score -181108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -181118.921875 Penalty: 2260.985107
	Iteration 14Q: 3 clusters Score -181118.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -181127.343750 Penalty: 2260.985107
	Iteration 15Q: 3 clusters Score -181127.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -181133.109375 Penalty: 2260.985107
	Iteration 16Q: 3 clusters Score -181133.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -181139.515625 Penalty: 2260.985107
	Iteration 17Q: 3 clusters Score -181139.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -181146.609375 Penalty: 2260.985107
	Iteration 18Q: 3 clusters Score -181146.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -181153.406250 Penalty: 2260.985107
	Iteration 19Q: 3 clusters Score -181153.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -181158.781250 Penalty: 2260.985107
	Iteration 20F: 3 clusters Score -181158.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -181163.359375 Penalty: 2260.985107
	Iteration 21Q: 3 clusters Score -181163.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -181166.906250 Penalty: 2260.985107
	Iteration 22Q: 3 clusters Score -181166.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -181170.015625 Penalty: 2260.985107
	Iteration 23Q: 3 clusters Score -181170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -181171.921875 Penalty: 2260.985107
	Iteration 24Q: 3 clusters Score -181171.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -181173.703125 Penalty: 2260.985107
	Iteration 25Q: 3 clusters Score -181173.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -181179.203125 Penalty: 2260.985107
	Iteration 26Q: 3 clusters Score -181179.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -181181.312500 Penalty: 2260.985107
	Iteration 27Q: 3 clusters Score -181181.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -181182.531250 Penalty: 2260.985107
	Iteration 28Q: 3 clusters Score -181182.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -181183.062500 Penalty: 2260.985107
	Iteration 29Q: 3 clusters Score -181183.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -181183.531250 Penalty: 2260.985107
	Iteration 30Q: 3 clusters Score -181183.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -181184.375000 Penalty: 2260.985107
	Iteration 31Q: 3 clusters Score -181184.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -181186.531250 Penalty: 2260.985107
	Iteration 32Q: 3 clusters Score -181186.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -181189.203125 Penalty: 2260.985107
	Iteration 33Q: 3 clusters Score -181189.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -181193.187500 Penalty: 2260.985107
	Iteration 34Q: 3 clusters Score -181193.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -181195.859375 Penalty: 2260.985107
	Iteration 35Q: 3 clusters Score -181195.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -181199.640625 Penalty: 2260.985107
	Iteration 36Q: 3 clusters Score -181199.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -181202.937500 Penalty: 2260.985107
	Iteration 37Q: 3 clusters Score -181202.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -181206.625000 Penalty: 2260.985107
	Iteration 38Q: 3 clusters Score -181206.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -181208.156250 Penalty: 2260.985107
	Iteration 39Q: 3 clusters Score -181208.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -181209.187500 Penalty: 2260.985107
	Iteration 40F: 3 clusters Score -181209.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -181211.937500 Penalty: 2260.985107
	Iteration 41Q: 3 clusters Score -181211.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -181213.062500 Penalty: 2260.985107
	Iteration 42Q: 3 clusters Score -181213.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -181213.968750 Penalty: 2260.985107
	Iteration 43Q: 3 clusters Score -181214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -181214.390625 Penalty: 2260.985107
	Iteration 44Q: 3 clusters Score -181214.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -181214.390625 Penalty: 2260.985107
	Iteration 45F: 3 clusters Score -181214.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (5095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Entering Unmasked Estep 
Score: -532032.000000 Penalty: 1270.158936
	Iteration 0F: 2 clusters Score -532032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -528282.875000 Penalty: 2540.317871
	Iteration 0F: 3 clusters Score -528282.9 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -529377.687500 Penalty: 2540.317871
	Iteration 1F: 3 clusters Score -529377.7 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -529594.375000 Penalty: 2540.317871
	Iteration 2F: 3 clusters Score -529594.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -529731.625000 Penalty: 2540.317871
	Iteration 3Q: 3 clusters Score -529731.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -529831.750000 Penalty: 2540.317871
	Iteration 4Q: 3 clusters Score -529831.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -529925.250000 Penalty: 2540.317871
	Iteration 5Q: 3 clusters Score -529925.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -530003.750000 Penalty: 2540.317871
	Iteration 6Q: 3 clusters Score -530003.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -530097.625000 Penalty: 2540.317871
	Iteration 7Q: 3 clusters Score -530097.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -530228.937500 Penalty: 2540.317871
	Iteration 8Q: 3 clusters Score -530228.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -530351.312500 Penalty: 2540.317871
	Iteration 9Q: 3 clusters Score -530351.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -530467.062500 Penalty: 2540.317871
	Iteration 10Q: 3 clusters Score -530467.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -530568.562500 Penalty: 2540.317871
	Iteration 11Q: 3 clusters Score -530568.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -530662.125000 Penalty: 2540.317871
	Iteration 12Q: 3 clusters Score -530662.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -530735.687500 Penalty: 2540.317871
	Iteration 13Q: 3 clusters Score -530735.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -530800.000000 Penalty: 2540.317871
	Iteration 14Q: 3 clusters Score -530800 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -530855.875000 Penalty: 2540.317871
	Iteration 15Q: 3 clusters Score -530855.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -530901.062500 Penalty: 2540.317871
	Iteration 16Q: 3 clusters Score -530901.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -530937.812500 Penalty: 2540.317871
	Iteration 17Q: 3 clusters Score -530937.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -530965.937500 Penalty: 2540.317871
	Iteration 18Q: 3 clusters Score -530965.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -530985.750000 Penalty: 2540.317871
	Iteration 19Q: 3 clusters Score -530985.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -531001.125000 Penalty: 2540.317871
	Iteration 20F: 3 clusters Score -531001.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -531010.375000 Penalty: 2540.317871
	Iteration 21Q: 3 clusters Score -531010.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -531016.062500 Penalty: 2540.317871
	Iteration 22Q: 3 clusters Score -531016.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -531020.187500 Penalty: 2540.317871
	Iteration 23Q: 3 clusters Score -531020.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -531023.125000 Penalty: 2540.317871
	Iteration 24Q: 3 clusters Score -531023.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -531025.937500 Penalty: 2540.317871
	Iteration 25Q: 3 clusters Score -531025.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -531030.375000 Penalty: 2540.317871
	Iteration 26Q: 3 clusters Score -531030.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -531033.312500 Penalty: 2540.317871
	Iteration 27Q: 3 clusters Score -531033.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -531038.562500 Penalty: 2540.317871
	Iteration 28Q: 3 clusters Score -531038.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -531043.187500 Penalty: 2540.317871
	Iteration 29Q: 3 clusters Score -531043.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -531044.750000 Penalty: 2540.317871
	Iteration 30Q: 3 clusters Score -531044.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -531046.625000 Penalty: 2540.317871
	Iteration 31Q: 3 clusters Score -531046.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -531049.000000 Penalty: 2540.317871
	Iteration 32Q: 3 clusters Score -531049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -531052.250000 Penalty: 2540.317871
	Iteration 33Q: 3 clusters Score -531052.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -531056.375000 Penalty: 2540.317871
	Iteration 34Q: 3 clusters Score -531056.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -531058.687500 Penalty: 2540.317871
	Iteration 35Q: 3 clusters Score -531058.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -531061.937500 Penalty: 2540.317871
	Iteration 36Q: 3 clusters Score -531061.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -531065.625000 Penalty: 2540.317871
	Iteration 37Q: 3 clusters Score -531065.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -531072.625000 Penalty: 2540.317871
	Iteration 38Q: 3 clusters Score -531072.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -531081.937500 Penalty: 2540.317871
	Iteration 39Q: 3 clusters Score -531081.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -531085.625000 Penalty: 2540.317871
	Iteration 40F: 3 clusters Score -531085.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -531089.000000 Penalty: 2540.317871
	Iteration 41Q: 3 clusters Score -531089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -531091.562500 Penalty: 2540.317871
	Iteration 42Q: 3 clusters Score -531091.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -531094.437500 Penalty: 2540.317871
	Iteration 43Q: 3 clusters Score -531094.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -531097.437500 Penalty: 2540.317871
	Iteration 44Q: 3 clusters Score -531097.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -531100.625000 Penalty: 2540.317871
	Iteration 45Q: 3 clusters Score -531100.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -531101.687500 Penalty: 2540.317871
	Iteration 46Q: 3 clusters Score -531101.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -531105.437500 Penalty: 2540.317871
	Iteration 47Q: 3 clusters Score -531105.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -531109.125000 Penalty: 2540.317871
	Iteration 48Q: 3 clusters Score -531109.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -531113.250000 Penalty: 2540.317871
	Iteration 49Q: 3 clusters Score -531113.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -531119.125000 Penalty: 2540.317871
	Iteration 50Q: 3 clusters Score -531119.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -531123.437500 Penalty: 2540.317871
	Iteration 51Q: 3 clusters Score -531123.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -531125.437500 Penalty: 2540.317871
	Iteration 52Q: 3 clusters Score -531125.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -531126.625000 Penalty: 2540.317871
	Iteration 53Q: 3 clusters Score -531126.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -531129.250000 Penalty: 2540.317871
	Iteration 54Q: 3 clusters Score -531129.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -531131.000000 Penalty: 2540.317871
	Iteration 55Q: 3 clusters Score -531131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -531131.000000 Penalty: 2540.317871
	Iteration 56F: 3 clusters Score -531131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Entering Unmasked Estep 
Score: -168043.656250 Penalty: 1124.084961
	Iteration 0F: 2 clusters Score -168043.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -166211.046875 Penalty: 2248.169922
	Iteration 0F: 3 clusters Score -166211 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -166666.015625 Penalty: 2248.169922
	Iteration 1F: 3 clusters Score -166666 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -166821.000000 Penalty: 2248.169922
	Iteration 2F: 3 clusters Score -166821 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -166904.359375 Penalty: 2248.169922
	Iteration 3Q: 3 clusters Score -166904.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -166961.437500 Penalty: 2248.169922
	Iteration 4Q: 3 clusters Score -166961.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -166995.890625 Penalty: 2248.169922
	Iteration 5Q: 3 clusters Score -166995.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -167032.093750 Penalty: 2248.169922
	Iteration 6Q: 3 clusters Score -167032.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -167053.500000 Penalty: 2248.169922
	Iteration 7Q: 3 clusters Score -167053.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -167074.734375 Penalty: 2248.169922
	Iteration 8Q: 3 clusters Score -167074.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -167092.125000 Penalty: 2248.169922
	Iteration 9Q: 3 clusters Score -167092.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -167107.906250 Penalty: 2248.169922
	Iteration 10Q: 3 clusters Score -167107.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -167116.171875 Penalty: 2248.169922
	Iteration 11Q: 3 clusters Score -167116.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -167118.640625 Penalty: 2248.169922
	Iteration 12Q: 3 clusters Score -167118.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -167119.515625 Penalty: 2248.169922
	Iteration 13Q: 3 clusters Score -167119.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -167120.734375 Penalty: 2248.169922
	Iteration 14Q: 3 clusters Score -167120.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -167122.968750 Penalty: 2248.169922
	Iteration 15Q: 3 clusters Score -167123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -167125.765625 Penalty: 2248.169922
	Iteration 16Q: 3 clusters Score -167125.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -167130.125000 Penalty: 2248.169922
	Iteration 17Q: 3 clusters Score -167130.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -167133.187500 Penalty: 2248.169922
	Iteration 18Q: 3 clusters Score -167133.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -167134.812500 Penalty: 2248.169922
	Iteration 19Q: 3 clusters Score -167134.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -167135.593750 Penalty: 2248.169922
	Iteration 20F: 3 clusters Score -167135.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -167136.218750 Penalty: 2248.169922
	Iteration 21Q: 3 clusters Score -167136.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -167137.234375 Penalty: 2248.169922
	Iteration 22Q: 3 clusters Score -167137.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -167138.000000 Penalty: 2248.169922
	Iteration 23Q: 3 clusters Score -167138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -167138.812500 Penalty: 2248.169922
	Iteration 24Q: 3 clusters Score -167138.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -167140.765625 Penalty: 2248.169922
	Iteration 25Q: 3 clusters Score -167140.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -167141.937500 Penalty: 2248.169922
	Iteration 26Q: 3 clusters Score -167141.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -167143.828125 Penalty: 2248.169922
	Iteration 27Q: 3 clusters Score -167143.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -167144.093750 Penalty: 2248.169922
	Iteration 28Q: 3 clusters Score -167144.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -167144.093750 Penalty: 2248.169922
	Iteration 29F: 3 clusters Score -167144.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Entering Unmasked Estep 
Score: -147034.281250 Penalty: 1066.913818
	Iteration 0F: 2 clusters Score -147034.3 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 648 members 
Entering Unmasked Estep 
Score: -145598.687500 Penalty: 2133.827637
	Iteration 0F: 3 clusters Score -145598.7 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -145961.515625 Penalty: 2133.827637
	Iteration 1F: 3 clusters Score -145961.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -146078.468750 Penalty: 2133.827637
	Iteration 2F: 3 clusters Score -146078.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -146147.781250 Penalty: 2133.827637
	Iteration 3Q: 3 clusters Score -146147.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -146210.406250 Penalty: 2133.827637
	Iteration 4Q: 3 clusters Score -146210.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -146248.453125 Penalty: 2133.827637
	Iteration 5Q: 3 clusters Score -146248.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -146280.234375 Penalty: 2133.827637
	Iteration 6Q: 3 clusters Score -146280.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -146299.453125 Penalty: 2133.827637
	Iteration 7Q: 3 clusters Score -146299.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -146313.171875 Penalty: 2133.827637
	Iteration 8Q: 3 clusters Score -146313.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -146322.828125 Penalty: 2133.827637
	Iteration 9Q: 3 clusters Score -146322.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -146324.734375 Penalty: 2133.827637
	Iteration 10Q: 3 clusters Score -146324.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -146328.046875 Penalty: 2133.827637
	Iteration 11Q: 3 clusters Score -146328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -146332.078125 Penalty: 2133.827637
	Iteration 12Q: 3 clusters Score -146332.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -146333.875000 Penalty: 2133.827637
	Iteration 13Q: 3 clusters Score -146333.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -146339.796875 Penalty: 2133.827637
	Iteration 14Q: 3 clusters Score -146339.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -146343.734375 Penalty: 2133.827637
	Iteration 15Q: 3 clusters Score -146343.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -146344.140625 Penalty: 2133.827637
	Iteration 16Q: 3 clusters Score -146344.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -146344.687500 Penalty: 2133.827637
	Iteration 17Q: 3 clusters Score -146344.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -146348.171875 Penalty: 2133.827637
	Iteration 18Q: 3 clusters Score -146348.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -146351.640625 Penalty: 2133.827637
	Iteration 19Q: 3 clusters Score -146351.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -146355.984375 Penalty: 2133.827637
	Iteration 20F: 3 clusters Score -146356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -146362.671875 Penalty: 2133.827637
	Iteration 21Q: 3 clusters Score -146362.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -146366.390625 Penalty: 2133.827637
	Iteration 22Q: 3 clusters Score -146366.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -146369.921875 Penalty: 2133.827637
	Iteration 23Q: 3 clusters Score -146369.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -146370.843750 Penalty: 2133.827637
	Iteration 24Q: 3 clusters Score -146370.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -146372.062500 Penalty: 2133.827637
	Iteration 25Q: 3 clusters Score -146372.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -146372.062500 Penalty: 2133.827637
	Iteration 26F: 3 clusters Score -146372.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (11687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Entering Unmasked Estep 
Score: -1129277.750000 Penalty: 1393.695312
	Iteration 0F: 2 clusters Score -1129278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1121536.750000 Penalty: 2787.390625
	Iteration 0F: 3 clusters Score -1121537 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1124171.375000 Penalty: 2787.390625
	Iteration 1F: 3 clusters Score -1124171 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1124511.250000 Penalty: 2787.390625
	Iteration 2F: 3 clusters Score -1124511 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1124758.875000 Penalty: 2787.390625
	Iteration 3Q: 3 clusters Score -1124759 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1124986.750000 Penalty: 2787.390625
	Iteration 4Q: 3 clusters Score -1124987 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1125197.250000 Penalty: 2787.390625
	Iteration 5Q: 3 clusters Score -1125197 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1125406.500000 Penalty: 2787.390625
	Iteration 6Q: 3 clusters Score -1125406 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1125607.125000 Penalty: 2787.390625
	Iteration 7Q: 3 clusters Score -1125607 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1125783.125000 Penalty: 2787.390625
	Iteration 8Q: 3 clusters Score -1125783 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1125962.625000 Penalty: 2787.390625
	Iteration 9Q: 3 clusters Score -1125963 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1126147.625000 Penalty: 2787.390625
	Iteration 10Q: 3 clusters Score -1126148 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1126347.250000 Penalty: 2787.390625
	Iteration 11Q: 3 clusters Score -1126347 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1126530.250000 Penalty: 2787.390625
	Iteration 12Q: 3 clusters Score -1126530 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1126717.250000 Penalty: 2787.390625
	Iteration 13Q: 3 clusters Score -1126717 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1126894.875000 Penalty: 2787.390625
	Iteration 14Q: 3 clusters Score -1126895 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1127068.375000 Penalty: 2787.390625
	Iteration 15Q: 3 clusters Score -1127068 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1127218.125000 Penalty: 2787.390625
	Iteration 16Q: 3 clusters Score -1127218 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1127354.875000 Penalty: 2787.390625
	Iteration 17Q: 3 clusters Score -1127355 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1127489.250000 Penalty: 2787.390625
	Iteration 18Q: 3 clusters Score -1127489 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1127618.500000 Penalty: 2787.390625
	Iteration 19Q: 3 clusters Score -1127618 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1127731.375000 Penalty: 2787.390625
	Iteration 20F: 3 clusters Score -1127731 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1127819.000000 Penalty: 2787.390625
	Iteration 21Q: 3 clusters Score -1127819 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1127875.875000 Penalty: 2787.390625
	Iteration 22Q: 3 clusters Score -1127876 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1127925.250000 Penalty: 2787.390625
	Iteration 23Q: 3 clusters Score -1127925 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1127986.125000 Penalty: 2787.390625
	Iteration 24Q: 3 clusters Score -1127986 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1128027.875000 Penalty: 2787.390625
	Iteration 25Q: 3 clusters Score -1128028 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1128063.375000 Penalty: 2787.390625
	Iteration 26Q: 3 clusters Score -1128063 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1128097.875000 Penalty: 2787.390625
	Iteration 27Q: 3 clusters Score -1128098 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1128117.625000 Penalty: 2787.390625
	Iteration 28Q: 3 clusters Score -1128118 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1128131.375000 Penalty: 2787.390625
	Iteration 29Q: 3 clusters Score -1128131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1128141.000000 Penalty: 2787.390625
	Iteration 30Q: 3 clusters Score -1128141 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1128145.375000 Penalty: 2787.390625
	Iteration 31Q: 3 clusters Score -1128145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1128150.000000 Penalty: 2787.390625
	Iteration 32Q: 3 clusters Score -1128150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1128152.500000 Penalty: 2787.390625
	Iteration 33Q: 3 clusters Score -1128152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1128158.750000 Penalty: 2787.390625
	Iteration 34Q: 3 clusters Score -1128159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1128159.500000 Penalty: 2787.390625
	Iteration 35Q: 3 clusters Score -1128160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1128161.750000 Penalty: 2787.390625
	Iteration 36Q: 3 clusters Score -1128162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1128163.250000 Penalty: 2787.390625
	Iteration 37Q: 3 clusters Score -1128163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1128165.250000 Penalty: 2787.390625
	Iteration 38Q: 3 clusters Score -1128165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1128166.500000 Penalty: 2787.390625
	Iteration 39Q: 3 clusters Score -1128166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1128166.500000 Penalty: 2787.390625
	Iteration 40F: 3 clusters Score -1128166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (1795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Entering Unmasked Estep 
Score: -168668.531250 Penalty: 1114.922729
	Iteration 0F: 2 clusters Score -168668.5 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 934 members 
Entering Unmasked Estep 
Score: -166943.578125 Penalty: 2229.845459
	Iteration 0F: 3 clusters Score -166943.6 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -167375.187500 Penalty: 2229.845459
	Iteration 1F: 3 clusters Score -167375.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -167484.125000 Penalty: 2229.845459
	Iteration 2F: 3 clusters Score -167484.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -167547.562500 Penalty: 2229.845459
	Iteration 3Q: 3 clusters Score -167547.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -167591.500000 Penalty: 2229.845459
	Iteration 4Q: 3 clusters Score -167591.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -167622.515625 Penalty: 2229.845459
	Iteration 5Q: 3 clusters Score -167622.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -167638.125000 Penalty: 2229.845459
	Iteration 6Q: 3 clusters Score -167638.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -167658.140625 Penalty: 2229.845459
	Iteration 7Q: 3 clusters Score -167658.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -167675.187500 Penalty: 2229.845459
	Iteration 8Q: 3 clusters Score -167675.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -167688.093750 Penalty: 2229.845459
	Iteration 9Q: 3 clusters Score -167688.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -167692.500000 Penalty: 2229.845459
	Iteration 10Q: 3 clusters Score -167692.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -167697.125000 Penalty: 2229.845459
	Iteration 11Q: 3 clusters Score -167697.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -167700.250000 Penalty: 2229.845459
	Iteration 12Q: 3 clusters Score -167700.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -167701.734375 Penalty: 2229.845459
	Iteration 13Q: 3 clusters Score -167701.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -167704.609375 Penalty: 2229.845459
	Iteration 14Q: 3 clusters Score -167704.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -167705.593750 Penalty: 2229.845459
	Iteration 15Q: 3 clusters Score -167705.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -167706.046875 Penalty: 2229.845459
	Iteration 16Q: 3 clusters Score -167706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -167706.046875 Penalty: 2229.845459
	Iteration 17F: 3 clusters Score -167706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (1348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Entering Unmasked Estep 
Score: -135724.500000 Penalty: 1072.308960
	Iteration 0F: 2 clusters Score -135724.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -134247.000000 Penalty: 2144.617920
	Iteration 0F: 3 clusters Score -134247 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -134588.437500 Penalty: 2144.617920
	Iteration 1F: 3 clusters Score -134588.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -134699.218750 Penalty: 2144.617920
	Iteration 2F: 3 clusters Score -134699.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -134753.203125 Penalty: 2144.617920
	Iteration 3Q: 3 clusters Score -134753.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -134776.843750 Penalty: 2144.617920
	Iteration 4Q: 3 clusters Score -134776.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -134789.609375 Penalty: 2144.617920
	Iteration 5Q: 3 clusters Score -134789.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -134803.546875 Penalty: 2144.617920
	Iteration 6Q: 3 clusters Score -134803.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -134811.312500 Penalty: 2144.617920
	Iteration 7Q: 3 clusters Score -134811.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -134819.156250 Penalty: 2144.617920
	Iteration 8Q: 3 clusters Score -134819.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -134824.265625 Penalty: 2144.617920
	Iteration 9Q: 3 clusters Score -134824.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -134830.421875 Penalty: 2144.617920
	Iteration 10Q: 3 clusters Score -134830.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -134833.734375 Penalty: 2144.617920
	Iteration 11Q: 3 clusters Score -134833.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -134838.609375 Penalty: 2144.617920
	Iteration 12Q: 3 clusters Score -134838.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -134847.203125 Penalty: 2144.617920
	Iteration 13Q: 3 clusters Score -134847.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -134849.968750 Penalty: 2144.617920
	Iteration 14Q: 3 clusters Score -134850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -134850.375000 Penalty: 2144.617920
	Iteration 15Q: 3 clusters Score -134850.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -134851.968750 Penalty: 2144.617920
	Iteration 16Q: 3 clusters Score -134852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -134852.531250 Penalty: 2144.617920
	Iteration 17Q: 3 clusters Score -134852.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -134852.937500 Penalty: 2144.617920
	Iteration 18Q: 3 clusters Score -134852.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -134852.937500 Penalty: 2144.617920
	Iteration 19F: 3 clusters Score -134852.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (20696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Entering Unmasked Estep 
Score: -2094710.250000 Penalty: 1478.729126
	Iteration 0F: 2 clusters Score -2094710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -2081188.250000 Penalty: 2957.458252
	Iteration 0F: 3 clusters Score -2081188 nChanged 9104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -2086032.250000 Penalty: 2957.458252
	Iteration 1F: 3 clusters Score -2086032 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -2086407.750000 Penalty: 2957.458252
	Iteration 2F: 3 clusters Score -2086408 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -2086717.875000 Penalty: 2957.458252
	Iteration 3Q: 3 clusters Score -2086718 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -2086984.625000 Penalty: 2957.458252
	Iteration 4Q: 3 clusters Score -2086985 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -2087202.250000 Penalty: 2957.458252
	Iteration 5Q: 3 clusters Score -2087202 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -2087409.375000 Penalty: 2957.458252
	Iteration 6Q: 3 clusters Score -2087409 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -2087587.875000 Penalty: 2957.458252
	Iteration 7Q: 3 clusters Score -2087588 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -2087808.500000 Penalty: 2957.458252
	Iteration 8Q: 3 clusters Score -2087808 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -2088099.875000 Penalty: 2957.458252
	Iteration 9Q: 3 clusters Score -2088100 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -2088471.375000 Penalty: 2957.458252
	Iteration 10Q: 3 clusters Score -2088471 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -2088962.875000 Penalty: 2957.458252
	Iteration 11Q: 3 clusters Score -2088963 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -2089579.500000 Penalty: 2957.458252
	Iteration 12Q: 3 clusters Score -2089580 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -2090294.000000 Penalty: 2957.458252
	Iteration 13F: 3 clusters Score -2090294 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -2091028.875000 Penalty: 2957.458252
	Iteration 14Q: 3 clusters Score -2091029 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -2091665.625000 Penalty: 2957.458252
	Iteration 15Q: 3 clusters Score -2091666 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -2092232.250000 Penalty: 2957.458252
	Iteration 16Q: 3 clusters Score -2092232 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -2092683.625000 Penalty: 2957.458252
	Iteration 17Q: 3 clusters Score -2092684 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -2092967.625000 Penalty: 2957.458252
	Iteration 18Q: 3 clusters Score -2092968 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -2093158.125000 Penalty: 2957.458252
	Iteration 19Q: 3 clusters Score -2093158 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -2093277.125000 Penalty: 2957.458252
	Iteration 20F: 3 clusters Score -2093277 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -2093358.500000 Penalty: 2957.458252
	Iteration 21Q: 3 clusters Score -2093358 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -2093421.750000 Penalty: 2957.458252
	Iteration 22Q: 3 clusters Score -2093422 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -2093469.625000 Penalty: 2957.458252
	Iteration 23Q: 3 clusters Score -2093470 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -2093499.125000 Penalty: 2957.458252
	Iteration 24Q: 3 clusters Score -2093499 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -2093515.875000 Penalty: 2957.458252
	Iteration 25Q: 3 clusters Score -2093516 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -2093542.000000 Penalty: 2957.458252
	Iteration 26Q: 3 clusters Score -2093542 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -2093561.000000 Penalty: 2957.458252
	Iteration 27Q: 3 clusters Score -2093561 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -2093576.125000 Penalty: 2957.458252
	Iteration 28Q: 3 clusters Score -2093576 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -2093580.250000 Penalty: 2957.458252
	Iteration 29Q: 3 clusters Score -2093580 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -2093586.625000 Penalty: 2957.458252
	Iteration 30Q: 3 clusters Score -2093587 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -2093603.500000 Penalty: 2957.458252
	Iteration 31Q: 3 clusters Score -2093604 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -2093613.875000 Penalty: 2957.458252
	Iteration 32Q: 3 clusters Score -2093614 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -2093623.250000 Penalty: 2957.458252
	Iteration 33Q: 3 clusters Score -2093623 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -2093626.000000 Penalty: 2957.458252
	Iteration 34Q: 3 clusters Score -2093626 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -2093629.500000 Penalty: 2957.458252
	Iteration 35Q: 3 clusters Score -2093630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -2093635.625000 Penalty: 2957.458252
	Iteration 36Q: 3 clusters Score -2093636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -2093641.625000 Penalty: 2957.458252
	Iteration 37Q: 3 clusters Score -2093642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -2093641.375000 Penalty: 2957.458252
	Iteration 38Q: 3 clusters Score -2093641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -2093645.125000 Penalty: 2957.458252
	Iteration 39Q: 3 clusters Score -2093645 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -2093645.625000 Penalty: 2957.458252
	Iteration 40F: 3 clusters Score -2093646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -2093648.375000 Penalty: 2957.458252
	Iteration 41Q: 3 clusters Score -2093648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -2093649.500000 Penalty: 2957.458252
	Iteration 42Q: 3 clusters Score -2093650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -2093649.500000 Penalty: 2957.458252
	Iteration 43Q: 3 clusters Score -2093650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -2093653.625000 Penalty: 2957.458252
	Iteration 44Q: 3 clusters Score -2093654 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -2093660.125000 Penalty: 2957.458252
	Iteration 45Q: 3 clusters Score -2093660 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -2093670.500000 Penalty: 2957.458252
	Iteration 46Q: 3 clusters Score -2093670 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -2093676.375000 Penalty: 2957.458252
	Iteration 47Q: 3 clusters Score -2093676 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -2093679.250000 Penalty: 2957.458252
	Iteration 48Q: 3 clusters Score -2093679 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -2093679.000000 Penalty: 2957.458252
	Iteration 49Q: 3 clusters Score -2093679 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -2093686.750000 Penalty: 2957.458252
	Iteration 50Q: 3 clusters Score -2093687 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -2093687.375000 Penalty: 2957.458252
	Iteration 51Q: 3 clusters Score -2093687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -2093689.125000 Penalty: 2957.458252
	Iteration 52Q: 3 clusters Score -2093689 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -2093693.750000 Penalty: 2957.458252
	Iteration 53Q: 3 clusters Score -2093694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -2093687.250000 Penalty: 2957.458252
	Iteration 54Q: 3 clusters Score -2093687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -2093693.500000 Penalty: 2957.458252
	Iteration 55Q: 3 clusters Score -2093694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -2093693.500000 Penalty: 2957.458252
	Iteration 56F: 3 clusters Score -2093694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Entering Unmasked Estep 
Score: -82438.359375 Penalty: 1028.911987
	Iteration 0F: 2 clusters Score -82438.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -81224.867188 Penalty: 2057.823975
	Iteration 0F: 3 clusters Score -81224.87 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -81536.148438 Penalty: 2057.823975
	Iteration 1F: 3 clusters Score -81536.15 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -81625.476562 Penalty: 2057.823975
	Iteration 2F: 3 clusters Score -81625.48 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -81681.570312 Penalty: 2057.823975
	Iteration 3Q: 3 clusters Score -81681.57 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -81704.695312 Penalty: 2057.823975
	Iteration 4Q: 3 clusters Score -81704.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -81717.289062 Penalty: 2057.823975
	Iteration 5Q: 3 clusters Score -81717.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -81725.468750 Penalty: 2057.823975
	Iteration 6Q: 3 clusters Score -81725.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -81733.421875 Penalty: 2057.823975
	Iteration 7Q: 3 clusters Score -81733.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -81737.125000 Penalty: 2057.823975
	Iteration 8Q: 3 clusters Score -81737.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -81742.257812 Penalty: 2057.823975
	Iteration 9Q: 3 clusters Score -81742.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -81746.781250 Penalty: 2057.823975
	Iteration 10Q: 3 clusters Score -81746.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -81754.882812 Penalty: 2057.823975
	Iteration 11Q: 3 clusters Score -81754.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -81762.195312 Penalty: 2057.823975
	Iteration 12Q: 3 clusters Score -81762.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -81770.109375 Penalty: 2057.823975
	Iteration 13Q: 3 clusters Score -81770.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -81773.695312 Penalty: 2057.823975
	Iteration 14Q: 3 clusters Score -81773.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -81774.882812 Penalty: 2057.823975
	Iteration 15Q: 3 clusters Score -81774.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -81774.882812 Penalty: 2057.823975
	Iteration 16F: 3 clusters Score -81774.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (4842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Entering Unmasked Estep 
Score: -524695.562500 Penalty: 1262.580444
	Iteration 0F: 2 clusters Score -524695.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -521105.656250 Penalty: 2525.160889
	Iteration 0F: 3 clusters Score -521105.7 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -522224.437500 Penalty: 2525.160889
	Iteration 1F: 3 clusters Score -522224.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -522407.968750 Penalty: 2525.160889
	Iteration 2F: 3 clusters Score -522408 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -522506.750000 Penalty: 2525.160889
	Iteration 3Q: 3 clusters Score -522506.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -522575.500000 Penalty: 2525.160889
	Iteration 4Q: 3 clusters Score -522575.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -522629.375000 Penalty: 2525.160889
	Iteration 5Q: 3 clusters Score -522629.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -522681.281250 Penalty: 2525.160889
	Iteration 6Q: 3 clusters Score -522681.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -522724.125000 Penalty: 2525.160889
	Iteration 7Q: 3 clusters Score -522724.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -522754.812500 Penalty: 2525.160889
	Iteration 8Q: 3 clusters Score -522754.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -522781.843750 Penalty: 2525.160889
	Iteration 9Q: 3 clusters Score -522781.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -522803.156250 Penalty: 2525.160889
	Iteration 10Q: 3 clusters Score -522803.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -522822.281250 Penalty: 2525.160889
	Iteration 11Q: 3 clusters Score -522822.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -522845.468750 Penalty: 2525.160889
	Iteration 12Q: 3 clusters Score -522845.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -522866.625000 Penalty: 2525.160889
	Iteration 13Q: 3 clusters Score -522866.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -522891.843750 Penalty: 2525.160889
	Iteration 14Q: 3 clusters Score -522891.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -522908.062500 Penalty: 2525.160889
	Iteration 15Q: 3 clusters Score -522908.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -522924.750000 Penalty: 2525.160889
	Iteration 16Q: 3 clusters Score -522924.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -522938.062500 Penalty: 2525.160889
	Iteration 17Q: 3 clusters Score -522938.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -522951.687500 Penalty: 2525.160889
	Iteration 18Q: 3 clusters Score -522951.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -522964.593750 Penalty: 2525.160889
	Iteration 19Q: 3 clusters Score -522964.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -522977.906250 Penalty: 2525.160889
	Iteration 20F: 3 clusters Score -522977.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -522997.000000 Penalty: 2525.160889
	Iteration 21Q: 3 clusters Score -522997 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -523012.218750 Penalty: 2525.160889
	Iteration 22Q: 3 clusters Score -523012.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -523026.437500 Penalty: 2525.160889
	Iteration 23Q: 3 clusters Score -523026.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -523047.625000 Penalty: 2525.160889
	Iteration 24Q: 3 clusters Score -523047.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -523075.062500 Penalty: 2525.160889
	Iteration 25Q: 3 clusters Score -523075.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -523096.156250 Penalty: 2525.160889
	Iteration 26Q: 3 clusters Score -523096.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -523116.593750 Penalty: 2525.160889
	Iteration 27Q: 3 clusters Score -523116.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -523137.656250 Penalty: 2525.160889
	Iteration 28Q: 3 clusters Score -523137.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -523159.031250 Penalty: 2525.160889
	Iteration 29Q: 3 clusters Score -523159 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -523181.218750 Penalty: 2525.160889
	Iteration 30Q: 3 clusters Score -523181.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -523199.343750 Penalty: 2525.160889
	Iteration 31Q: 3 clusters Score -523199.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -523221.812500 Penalty: 2525.160889
	Iteration 32Q: 3 clusters Score -523221.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -523246.156250 Penalty: 2525.160889
	Iteration 33Q: 3 clusters Score -523246.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -523271.062500 Penalty: 2525.160889
	Iteration 34Q: 3 clusters Score -523271.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -523293.156250 Penalty: 2525.160889
	Iteration 35Q: 3 clusters Score -523293.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -523327.375000 Penalty: 2525.160889
	Iteration 36Q: 3 clusters Score -523327.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -523357.000000 Penalty: 2525.160889
	Iteration 37Q: 3 clusters Score -523357 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -523387.093750 Penalty: 2525.160889
	Iteration 38Q: 3 clusters Score -523387.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -523411.562500 Penalty: 2525.160889
	Iteration 39Q: 3 clusters Score -523411.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -523430.437500 Penalty: 2525.160889
	Iteration 40F: 3 clusters Score -523430.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -523444.906250 Penalty: 2525.160889
	Iteration 41Q: 3 clusters Score -523444.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -523466.468750 Penalty: 2525.160889
	Iteration 42Q: 3 clusters Score -523466.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -523493.375000 Penalty: 2525.160889
	Iteration 43Q: 3 clusters Score -523493.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -523509.468750 Penalty: 2525.160889
	Iteration 44Q: 3 clusters Score -523509.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -523520.687500 Penalty: 2525.160889
	Iteration 45Q: 3 clusters Score -523520.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -523533.500000 Penalty: 2525.160889
	Iteration 46Q: 3 clusters Score -523533.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -523547.187500 Penalty: 2525.160889
	Iteration 47Q: 3 clusters Score -523547.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -523557.781250 Penalty: 2525.160889
	Iteration 48Q: 3 clusters Score -523557.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -523568.343750 Penalty: 2525.160889
	Iteration 49Q: 3 clusters Score -523568.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -523580.687500 Penalty: 2525.160889
	Iteration 50Q: 3 clusters Score -523580.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -523591.375000 Penalty: 2525.160889
	Iteration 51Q: 3 clusters Score -523591.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -523596.031250 Penalty: 2525.160889
	Iteration 52Q: 3 clusters Score -523596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -523602.781250 Penalty: 2525.160889
	Iteration 53Q: 3 clusters Score -523602.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -523611.593750 Penalty: 2525.160889
	Iteration 54Q: 3 clusters Score -523611.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -523622.968750 Penalty: 2525.160889
	Iteration 55Q: 3 clusters Score -523623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -523630.156250 Penalty: 2525.160889
	Iteration 56Q: 3 clusters Score -523630.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -523641.687500 Penalty: 2525.160889
	Iteration 57Q: 3 clusters Score -523641.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -523648.531250 Penalty: 2525.160889
	Iteration 58Q: 3 clusters Score -523648.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -523652.750000 Penalty: 2525.160889
	Iteration 59Q: 3 clusters Score -523652.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -523654.906250 Penalty: 2525.160889
	Iteration 60F: 3 clusters Score -523654.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -523658.312500 Penalty: 2525.160889
	Iteration 61Q: 3 clusters Score -523658.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -523661.781250 Penalty: 2525.160889
	Iteration 62Q: 3 clusters Score -523661.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -523663.062500 Penalty: 2525.160889
	Iteration 63Q: 3 clusters Score -523663.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -523667.875000 Penalty: 2525.160889
	Iteration 64Q: 3 clusters Score -523667.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -523668.937500 Penalty: 2525.160889
	Iteration 65Q: 3 clusters Score -523668.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -523670.531250 Penalty: 2525.160889
	Iteration 66Q: 3 clusters Score -523670.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -523672.312500 Penalty: 2525.160889
	Iteration 67Q: 3 clusters Score -523672.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -523675.125000 Penalty: 2525.160889
	Iteration 68Q: 3 clusters Score -523675.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -523677.343750 Penalty: 2525.160889
	Iteration 69Q: 3 clusters Score -523677.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -523677.343750 Penalty: 2525.160889
	Iteration 70F: 3 clusters Score -523677.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (1359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Entering Unmasked Estep 
Score: -140215.031250 Penalty: 1073.518311
	Iteration 0F: 2 clusters Score -140215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -138709.140625 Penalty: 2147.036621
	Iteration 0F: 3 clusters Score -138709.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -139055.281250 Penalty: 2147.036621
	Iteration 1F: 3 clusters Score -139055.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -139147.953125 Penalty: 2147.036621
	Iteration 2F: 3 clusters Score -139148 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -139206.484375 Penalty: 2147.036621
	Iteration 3Q: 3 clusters Score -139206.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -139232.296875 Penalty: 2147.036621
	Iteration 4Q: 3 clusters Score -139232.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -139241.843750 Penalty: 2147.036621
	Iteration 5Q: 3 clusters Score -139241.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -139245.687500 Penalty: 2147.036621
	Iteration 6Q: 3 clusters Score -139245.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -139248.796875 Penalty: 2147.036621
	Iteration 7Q: 3 clusters Score -139248.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -139250.437500 Penalty: 2147.036621
	Iteration 8Q: 3 clusters Score -139250.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -139252.656250 Penalty: 2147.036621
	Iteration 9Q: 3 clusters Score -139252.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -139252.656250 Penalty: 2147.036621
	Iteration 10F: 3 clusters Score -139252.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (9261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Entering Unmasked Estep 
Score: -912172.187500 Penalty: 1359.074829
	Iteration 0F: 2 clusters Score -912172.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -906009.000000 Penalty: 2718.149658
	Iteration 0F: 3 clusters Score -906009 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -908323.812500 Penalty: 2718.149658
	Iteration 1F: 3 clusters Score -908323.8 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -908834.062500 Penalty: 2718.149658
	Iteration 2F: 3 clusters Score -908834.1 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -909230.875000 Penalty: 2718.149658
	Iteration 3F: 3 clusters Score -909230.9 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -909572.062500 Penalty: 2718.149658
	Iteration 4F: 3 clusters Score -909572.1 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -909907.062500 Penalty: 2718.149658
	Iteration 5F: 3 clusters Score -909907.1 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -910217.625000 Penalty: 2718.149658
	Iteration 6Q: 3 clusters Score -910217.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -910482.000000 Penalty: 2718.149658
	Iteration 7Q: 3 clusters Score -910482 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -910722.062500 Penalty: 2718.149658
	Iteration 8Q: 3 clusters Score -910722.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -910935.937500 Penalty: 2718.149658
	Iteration 9Q: 3 clusters Score -910935.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -911124.062500 Penalty: 2718.149658
	Iteration 10Q: 3 clusters Score -911124.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -911288.750000 Penalty: 2718.149658
	Iteration 11Q: 3 clusters Score -911288.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -911442.812500 Penalty: 2718.149658
	Iteration 12Q: 3 clusters Score -911442.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -911524.750000 Penalty: 2718.149658
	Iteration 13Q: 3 clusters Score -911524.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -911574.562500 Penalty: 2718.149658
	Iteration 14Q: 3 clusters Score -911574.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -911614.562500 Penalty: 2718.149658
	Iteration 15Q: 3 clusters Score -911614.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -911645.562500 Penalty: 2718.149658
	Iteration 16Q: 3 clusters Score -911645.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -911670.000000 Penalty: 2718.149658
	Iteration 17Q: 3 clusters Score -911670 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -911692.062500 Penalty: 2718.149658
	Iteration 18Q: 3 clusters Score -911692.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -911709.812500 Penalty: 2718.149658
	Iteration 19Q: 3 clusters Score -911709.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -911726.062500 Penalty: 2718.149658
	Iteration 20F: 3 clusters Score -911726.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -911739.000000 Penalty: 2718.149658
	Iteration 21Q: 3 clusters Score -911739 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -911746.875000 Penalty: 2718.149658
	Iteration 22Q: 3 clusters Score -911746.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -911759.562500 Penalty: 2718.149658
	Iteration 23Q: 3 clusters Score -911759.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -911768.250000 Penalty: 2718.149658
	Iteration 24Q: 3 clusters Score -911768.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -911778.250000 Penalty: 2718.149658
	Iteration 25Q: 3 clusters Score -911778.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -911784.562500 Penalty: 2718.149658
	Iteration 26Q: 3 clusters Score -911784.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -911790.875000 Penalty: 2718.149658
	Iteration 27Q: 3 clusters Score -911790.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -911792.000000 Penalty: 2718.149658
	Iteration 28Q: 3 clusters Score -911792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -911795.750000 Penalty: 2718.149658
	Iteration 29Q: 3 clusters Score -911795.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -911797.437500 Penalty: 2718.149658
	Iteration 30Q: 3 clusters Score -911797.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -911801.625000 Penalty: 2718.149658
	Iteration 31Q: 3 clusters Score -911801.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -911804.250000 Penalty: 2718.149658
	Iteration 32Q: 3 clusters Score -911804.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -911803.375000 Penalty: 2718.149658
	Iteration 33Q: 3 clusters Score -911803.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -911804.750000 Penalty: 2718.149658
	Iteration 34Q: 3 clusters Score -911804.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -911807.375000 Penalty: 2718.149658
	Iteration 35Q: 3 clusters Score -911807.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -911805.625000 Penalty: 2718.149658
	Iteration 36Q: 3 clusters Score -911805.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -911805.687500 Penalty: 2718.149658
	Iteration 37Q: 3 clusters Score -911805.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -911805.875000 Penalty: 2718.149658
	Iteration 38Q: 3 clusters Score -911805.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -911805.875000 Penalty: 2718.149658
	Iteration 39F: 3 clusters Score -911805.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (1711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Entering Unmasked Estep 
Score: -157250.734375 Penalty: 1107.791260
	Iteration 0F: 2 clusters Score -157250.7 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 874 members 
Entering Unmasked Estep 
Score: -155529.203125 Penalty: 2215.582520
	Iteration 0F: 3 clusters Score -155529.2 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -155966.703125 Penalty: 2215.582520
	Iteration 1F: 3 clusters Score -155966.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -156090.171875 Penalty: 2215.582520
	Iteration 2F: 3 clusters Score -156090.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -156150.875000 Penalty: 2215.582520
	Iteration 3Q: 3 clusters Score -156150.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -156195.093750 Penalty: 2215.582520
	Iteration 4Q: 3 clusters Score -156195.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -156229.921875 Penalty: 2215.582520
	Iteration 5Q: 3 clusters Score -156229.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -156253.750000 Penalty: 2215.582520
	Iteration 6Q: 3 clusters Score -156253.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -156277.125000 Penalty: 2215.582520
	Iteration 7Q: 3 clusters Score -156277.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -156292.015625 Penalty: 2215.582520
	Iteration 8Q: 3 clusters Score -156292 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -156310.609375 Penalty: 2215.582520
	Iteration 9Q: 3 clusters Score -156310.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -156321.156250 Penalty: 2215.582520
	Iteration 10Q: 3 clusters Score -156321.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -156336.875000 Penalty: 2215.582520
	Iteration 11Q: 3 clusters Score -156336.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -156350.234375 Penalty: 2215.582520
	Iteration 12Q: 3 clusters Score -156350.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -156361.578125 Penalty: 2215.582520
	Iteration 13Q: 3 clusters Score -156361.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -156368.828125 Penalty: 2215.582520
	Iteration 14Q: 3 clusters Score -156368.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -156369.968750 Penalty: 2215.582520
	Iteration 15Q: 3 clusters Score -156370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -156370.906250 Penalty: 2215.582520
	Iteration 16Q: 3 clusters Score -156370.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -156370.906250 Penalty: 2215.582520
	Iteration 17F: 3 clusters Score -156370.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (4104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Entering Unmasked Estep 
Score: -416819.250000 Penalty: 1237.973999
	Iteration 0F: 2 clusters Score -416819.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -413712.125000 Penalty: 2475.947998
	Iteration 0F: 3 clusters Score -413712.1 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -414614.218750 Penalty: 2475.947998
	Iteration 1F: 3 clusters Score -414614.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -414828.593750 Penalty: 2475.947998
	Iteration 2F: 3 clusters Score -414828.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -414958.968750 Penalty: 2475.947998
	Iteration 3Q: 3 clusters Score -414959 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -415095.625000 Penalty: 2475.947998
	Iteration 4Q: 3 clusters Score -415095.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -415222.937500 Penalty: 2475.947998
	Iteration 5Q: 3 clusters Score -415222.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -415336.031250 Penalty: 2475.947998
	Iteration 6Q: 3 clusters Score -415336 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -415419.000000 Penalty: 2475.947998
	Iteration 7Q: 3 clusters Score -415419 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -415496.656250 Penalty: 2475.947998
	Iteration 8Q: 3 clusters Score -415496.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -415553.906250 Penalty: 2475.947998
	Iteration 9Q: 3 clusters Score -415553.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -415597.156250 Penalty: 2475.947998
	Iteration 10Q: 3 clusters Score -415597.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -415626.625000 Penalty: 2475.947998
	Iteration 11Q: 3 clusters Score -415626.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -415645.062500 Penalty: 2475.947998
	Iteration 12Q: 3 clusters Score -415645.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -415660.093750 Penalty: 2475.947998
	Iteration 13Q: 3 clusters Score -415660.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -415671.937500 Penalty: 2475.947998
	Iteration 14Q: 3 clusters Score -415671.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -415688.031250 Penalty: 2475.947998
	Iteration 15Q: 3 clusters Score -415688 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -415703.843750 Penalty: 2475.947998
	Iteration 16Q: 3 clusters Score -415703.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -415719.406250 Penalty: 2475.947998
	Iteration 17Q: 3 clusters Score -415719.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -415735.250000 Penalty: 2475.947998
	Iteration 18Q: 3 clusters Score -415735.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -415750.062500 Penalty: 2475.947998
	Iteration 19Q: 3 clusters Score -415750.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -415764.187500 Penalty: 2475.947998
	Iteration 20F: 3 clusters Score -415764.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -415773.281250 Penalty: 2475.947998
	Iteration 21Q: 3 clusters Score -415773.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -415782.156250 Penalty: 2475.947998
	Iteration 22Q: 3 clusters Score -415782.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -415793.343750 Penalty: 2475.947998
	Iteration 23Q: 3 clusters Score -415793.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -415806.500000 Penalty: 2475.947998
	Iteration 24Q: 3 clusters Score -415806.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -415817.843750 Penalty: 2475.947998
	Iteration 25Q: 3 clusters Score -415817.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -415825.625000 Penalty: 2475.947998
	Iteration 26Q: 3 clusters Score -415825.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -415829.218750 Penalty: 2475.947998
	Iteration 27Q: 3 clusters Score -415829.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -415832.406250 Penalty: 2475.947998
	Iteration 28Q: 3 clusters Score -415832.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -415835.031250 Penalty: 2475.947998
	Iteration 29Q: 3 clusters Score -415835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -415837.531250 Penalty: 2475.947998
	Iteration 30Q: 3 clusters Score -415837.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -415839.343750 Penalty: 2475.947998
	Iteration 31Q: 3 clusters Score -415839.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -415841.968750 Penalty: 2475.947998
	Iteration 32Q: 3 clusters Score -415842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -415843.500000 Penalty: 2475.947998
	Iteration 33Q: 3 clusters Score -415843.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -415847.312500 Penalty: 2475.947998
	Iteration 34Q: 3 clusters Score -415847.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -415851.000000 Penalty: 2475.947998
	Iteration 35Q: 3 clusters Score -415851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -415856.593750 Penalty: 2475.947998
	Iteration 36Q: 3 clusters Score -415856.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -415861.625000 Penalty: 2475.947998
	Iteration 37Q: 3 clusters Score -415861.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -415867.906250 Penalty: 2475.947998
	Iteration 38Q: 3 clusters Score -415867.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -415875.718750 Penalty: 2475.947998
	Iteration 39Q: 3 clusters Score -415875.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -415882.000000 Penalty: 2475.947998
	Iteration 40F: 3 clusters Score -415882 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -415889.468750 Penalty: 2475.947998
	Iteration 41Q: 3 clusters Score -415889.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -415895.187500 Penalty: 2475.947998
	Iteration 42Q: 3 clusters Score -415895.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -415900.906250 Penalty: 2475.947998
	Iteration 43Q: 3 clusters Score -415900.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -415904.375000 Penalty: 2475.947998
	Iteration 44Q: 3 clusters Score -415904.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -415906.500000 Penalty: 2475.947998
	Iteration 45Q: 3 clusters Score -415906.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -415909.625000 Penalty: 2475.947998
	Iteration 46Q: 3 clusters Score -415909.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -415914.875000 Penalty: 2475.947998
	Iteration 47Q: 3 clusters Score -415914.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -415919.468750 Penalty: 2475.947998
	Iteration 48Q: 3 clusters Score -415919.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -415921.687500 Penalty: 2475.947998
	Iteration 49Q: 3 clusters Score -415921.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -415924.437500 Penalty: 2475.947998
	Iteration 50Q: 3 clusters Score -415924.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -415926.125000 Penalty: 2475.947998
	Iteration 51Q: 3 clusters Score -415926.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -415928.156250 Penalty: 2475.947998
	Iteration 52Q: 3 clusters Score -415928.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -415929.593750 Penalty: 2475.947998
	Iteration 53Q: 3 clusters Score -415929.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -415930.312500 Penalty: 2475.947998
	Iteration 54Q: 3 clusters Score -415930.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -415930.906250 Penalty: 2475.947998
	Iteration 55Q: 3 clusters Score -415930.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -415930.750000 Penalty: 2475.947998
	Iteration 56Q: 3 clusters Score -415930.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -415930.750000 Penalty: 2475.947998
	Iteration 57F: 3 clusters Score -415930.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (7827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Entering Unmasked Estep 
Score: -818213.250000 Penalty: 1334.041870
	Iteration 0F: 2 clusters Score -818213.2 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 3934 members 
Entering Unmasked Estep 
Score: -812762.812500 Penalty: 2668.083740
	Iteration 0F: 3 clusters Score -812762.8 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -814477.500000 Penalty: 2668.083740
	Iteration 1F: 3 clusters Score -814477.5 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -814839.250000 Penalty: 2668.083740
	Iteration 2F: 3 clusters Score -814839.2 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -815131.000000 Penalty: 2668.083740
	Iteration 3F: 3 clusters Score -815131 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -815355.875000 Penalty: 2668.083740
	Iteration 4F: 3 clusters Score -815355.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -815550.625000 Penalty: 2668.083740
	Iteration 5Q: 3 clusters Score -815550.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -815716.000000 Penalty: 2668.083740
	Iteration 6Q: 3 clusters Score -815716 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -815871.250000 Penalty: 2668.083740
	Iteration 7Q: 3 clusters Score -815871.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -815996.812500 Penalty: 2668.083740
	Iteration 8Q: 3 clusters Score -815996.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -816109.000000 Penalty: 2668.083740
	Iteration 9Q: 3 clusters Score -816109 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -816194.125000 Penalty: 2668.083740
	Iteration 10Q: 3 clusters Score -816194.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -816289.375000 Penalty: 2668.083740
	Iteration 11Q: 3 clusters Score -816289.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -816358.937500 Penalty: 2668.083740
	Iteration 12Q: 3 clusters Score -816358.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -816423.062500 Penalty: 2668.083740
	Iteration 13Q: 3 clusters Score -816423.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -816486.437500 Penalty: 2668.083740
	Iteration 14Q: 3 clusters Score -816486.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -816531.437500 Penalty: 2668.083740
	Iteration 15Q: 3 clusters Score -816531.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -816565.125000 Penalty: 2668.083740
	Iteration 16Q: 3 clusters Score -816565.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -816595.437500 Penalty: 2668.083740
	Iteration 17Q: 3 clusters Score -816595.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -816621.812500 Penalty: 2668.083740
	Iteration 18Q: 3 clusters Score -816621.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -816658.312500 Penalty: 2668.083740
	Iteration 19Q: 3 clusters Score -816658.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -816700.562500 Penalty: 2668.083740
	Iteration 20F: 3 clusters Score -816700.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -816744.812500 Penalty: 2668.083740
	Iteration 21Q: 3 clusters Score -816744.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -816794.625000 Penalty: 2668.083740
	Iteration 22Q: 3 clusters Score -816794.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -816848.250000 Penalty: 2668.083740
	Iteration 23Q: 3 clusters Score -816848.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -816886.750000 Penalty: 2668.083740
	Iteration 24Q: 3 clusters Score -816886.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -816919.750000 Penalty: 2668.083740
	Iteration 25Q: 3 clusters Score -816919.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -816943.625000 Penalty: 2668.083740
	Iteration 26Q: 3 clusters Score -816943.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -816963.562500 Penalty: 2668.083740
	Iteration 27Q: 3 clusters Score -816963.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -816988.937500 Penalty: 2668.083740
	Iteration 28Q: 3 clusters Score -816988.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -817011.750000 Penalty: 2668.083740
	Iteration 29Q: 3 clusters Score -817011.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -817027.687500 Penalty: 2668.083740
	Iteration 30Q: 3 clusters Score -817027.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -817046.625000 Penalty: 2668.083740
	Iteration 31Q: 3 clusters Score -817046.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -817056.312500 Penalty: 2668.083740
	Iteration 32Q: 3 clusters Score -817056.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -817061.187500 Penalty: 2668.083740
	Iteration 33Q: 3 clusters Score -817061.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -817067.312500 Penalty: 2668.083740
	Iteration 34Q: 3 clusters Score -817067.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -817072.812500 Penalty: 2668.083740
	Iteration 35Q: 3 clusters Score -817072.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -817078.312500 Penalty: 2668.083740
	Iteration 36Q: 3 clusters Score -817078.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -817083.812500 Penalty: 2668.083740
	Iteration 37Q: 3 clusters Score -817083.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -817091.625000 Penalty: 2668.083740
	Iteration 38Q: 3 clusters Score -817091.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -817101.437500 Penalty: 2668.083740
	Iteration 39Q: 3 clusters Score -817101.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -817109.937500 Penalty: 2668.083740
	Iteration 40F: 3 clusters Score -817109.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -817114.500000 Penalty: 2668.083740
	Iteration 41Q: 3 clusters Score -817114.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -817117.625000 Penalty: 2668.083740
	Iteration 42Q: 3 clusters Score -817117.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -817120.937500 Penalty: 2668.083740
	Iteration 43Q: 3 clusters Score -817120.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -817122.687500 Penalty: 2668.083740
	Iteration 44Q: 3 clusters Score -817122.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -817124.937500 Penalty: 2668.083740
	Iteration 45Q: 3 clusters Score -817124.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -817124.500000 Penalty: 2668.083740
	Iteration 46Q: 3 clusters Score -817124.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -817126.812500 Penalty: 2668.083740
	Iteration 47Q: 3 clusters Score -817126.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -817129.375000 Penalty: 2668.083740
	Iteration 48Q: 3 clusters Score -817129.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -817132.125000 Penalty: 2668.083740
	Iteration 49Q: 3 clusters Score -817132.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -817133.375000 Penalty: 2668.083740
	Iteration 50Q: 3 clusters Score -817133.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -817133.750000 Penalty: 2668.083740
	Iteration 51Q: 3 clusters Score -817133.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -817132.250000 Penalty: 2668.083740
	Iteration 52Q: 3 clusters Score -817132.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -817132.500000 Penalty: 2668.083740
	Iteration 53Q: 3 clusters Score -817132.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -817133.312500 Penalty: 2668.083740
	Iteration 54Q: 3 clusters Score -817133.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -817134.937500 Penalty: 2668.083740
	Iteration 55Q: 3 clusters Score -817134.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -817136.750000 Penalty: 2668.083740
	Iteration 56Q: 3 clusters Score -817136.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -817140.250000 Penalty: 2668.083740
	Iteration 57Q: 3 clusters Score -817140.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -817144.062500 Penalty: 2668.083740
	Iteration 58Q: 3 clusters Score -817144.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -817148.437500 Penalty: 2668.083740
	Iteration 59Q: 3 clusters Score -817148.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -817150.937500 Penalty: 2668.083740
	Iteration 60F: 3 clusters Score -817150.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -817152.937500 Penalty: 2668.083740
	Iteration 61Q: 3 clusters Score -817152.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -817157.812500 Penalty: 2668.083740
	Iteration 62Q: 3 clusters Score -817157.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -817157.437500 Penalty: 2668.083740
	Iteration 63Q: 3 clusters Score -817157.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -817160.250000 Penalty: 2668.083740
	Iteration 64Q: 3 clusters Score -817160.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -817162.750000 Penalty: 2668.083740
	Iteration 65Q: 3 clusters Score -817162.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -817162.250000 Penalty: 2668.083740
	Iteration 66Q: 3 clusters Score -817162.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -817163.812500 Penalty: 2668.083740
	Iteration 67Q: 3 clusters Score -817163.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -817163.500000 Penalty: 2668.083740
	Iteration 68Q: 3 clusters Score -817163.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -817163.062500 Penalty: 2668.083740
	Iteration 69Q: 3 clusters Score -817163.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -817164.187500 Penalty: 2668.083740
	Iteration 70Q: 3 clusters Score -817164.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -817165.125000 Penalty: 2668.083740
	Iteration 71Q: 3 clusters Score -817165.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -817165.125000 Penalty: 2668.083740
	Iteration 72Q: 3 clusters Score -817165.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -817165.125000 Penalty: 2668.083740
	Iteration 73Q: 3 clusters Score -817165.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -817166.062500 Penalty: 2668.083740
	Iteration 74Q: 3 clusters Score -817166.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -817166.062500 Penalty: 2668.083740
	Iteration 75F: 3 clusters Score -817166.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61838 members 
Mstep: Class 2 contains 7485 members 
Mstep: Class 3 contains 6985 members 
Mstep: Class 4 contains 47683 members 
Mstep: Class 5 contains 8248 members 
Mstep: Class 6 contains 11269 members 
Mstep: Class 7 contains 51731 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11033 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 12 contains 7465 members 
Mstep: Class 13 contains 20352 members 
Mstep: Class 14 contains 37277 members 
Mstep: Class 15 contains 16471 members 
Mstep: Class 16 contains 21700 members 
Mstep: Class 17 contains 23204 members 
Mstep: Class 18 contains 19575 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 196341 members 
Mstep: Class 21 contains 12032 members 
Mstep: Class 22 contains 1751 members 
Mstep: Class 23 contains 6039 members 
Mstep: Class 24 contains 2473 members 
Mstep: Class 25 contains 36528 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14829 members 
Mstep: Class 28 contains 18249 members 
Mstep: Class 29 contains 36205 members 
Mstep: Class 30 contains 10567 members 
Mstep: Class 31 contains 9790 members 
Mstep: Class 32 contains 947 members 
Mstep: Class 33 contains 7964 members 
Mstep: Class 34 contains 3808 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1636 members 
Mstep: Class 37 contains 4409 members 
Mstep: Class 38 contains 3549 members 
Mstep: Class 39 contains 34615 members 
Mstep: Class 40 contains 17988 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 1993 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1909 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11687 members 
Mstep: Class 48 contains 1795 members 
Mstep: Class 49 contains 1348 members 
Mstep: Class 50 contains 20696 members 
Mstep: Class 51 contains 1007 members 
Mstep: Class 52 contains 4842 members 
Mstep: Class 53 contains 1359 members 
Mstep: Class 54 contains 9261 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 4104 members 
Mstep: Class 57 contains 7827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88142128.000000 Penalty: 116282.218750
Iteration 479Q: 58 clusters Score -8.814213e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61841 members 
Mstep: Class 2 contains 7485 members 
Mstep: Class 3 contains 6983 members 
Mstep: Class 4 contains 47682 members 
Mstep: Class 5 contains 8246 members 
Mstep: Class 6 contains 11270 members 
Mstep: Class 7 contains 51726 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11033 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 12 contains 7466 members 
Mstep: Class 13 contains 20355 members 
Mstep: Class 14 contains 37274 members 
Mstep: Class 15 contains 16471 members 
Mstep: Class 16 contains 21702 members 
Mstep: Class 17 contains 23198 members 
Mstep: Class 18 contains 19575 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 196340 members 
Mstep: Class 21 contains 12032 members 
Mstep: Class 22 contains 1749 members 
Mstep: Class 23 contains 6042 members 
Mstep: Class 24 contains 2473 members 
Mstep: Class 25 contains 36528 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14829 members 
Mstep: Class 28 contains 18251 members 
Mstep: Class 29 contains 36203 members 
Mstep: Class 30 contains 10567 members 
Mstep: Class 31 contains 9791 members 
Mstep: Class 32 contains 947 members 
Mstep: Class 33 contains 7963 members 
Mstep: Class 34 contains 3808 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1636 members 
Mstep: Class 37 contains 4409 members 
Mstep: Class 38 contains 3550 members 
Mstep: Class 39 contains 34615 members 
Mstep: Class 40 contains 17988 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 1992 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1910 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11687 members 
Mstep: Class 48 contains 1795 members 
Mstep: Class 49 contains 1348 members 
Mstep: Class 50 contains 20697 members 
Mstep: Class 51 contains 1007 members 
Mstep: Class 52 contains 4842 members 
Mstep: Class 53 contains 1359 members 
Mstep: Class 54 contains 9267 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 4104 members 
Mstep: Class 57 contains 7828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88142112.000000 Penalty: 116282.218750
Iteration 480F: 58 clusters Score -8.814211e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61844 members 
Mstep: Class 2 contains 7485 members 
Mstep: Class 3 contains 6984 members 
Mstep: Class 4 contains 47679 members 
Mstep: Class 5 contains 8247 members 
Mstep: Class 6 contains 11270 members 
Mstep: Class 7 contains 51724 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11033 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 12 contains 7466 members 
Mstep: Class 13 contains 20356 members 
Mstep: Class 14 contains 37268 members 
Mstep: Class 15 contains 16471 members 
Mstep: Class 16 contains 21703 members 
Mstep: Class 17 contains 23191 members 
Mstep: Class 18 contains 19575 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 196343 members 
Mstep: Class 21 contains 12032 members 
Mstep: Class 22 contains 1749 members 
Mstep: Class 23 contains 6041 members 
Mstep: Class 24 contains 2473 members 
Mstep: Class 25 contains 36529 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14829 members 
Mstep: Class 28 contains 18250 members 
Mstep: Class 29 contains 36204 members 
Mstep: Class 30 contains 10567 members 
Mstep: Class 31 contains 9792 members 
Mstep: Class 32 contains 947 members 
Mstep: Class 33 contains 7963 members 
Mstep: Class 34 contains 3808 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1636 members 
Mstep: Class 37 contains 4409 members 
Mstep: Class 38 contains 3552 members 
Mstep: Class 39 contains 34617 members 
Mstep: Class 40 contains 17988 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 1992 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1910 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11689 members 
Mstep: Class 48 contains 1795 members 
Mstep: Class 49 contains 1348 members 
Mstep: Class 50 contains 20696 members 
Mstep: Class 51 contains 1007 members 
Mstep: Class 52 contains 4842 members 
Mstep: Class 53 contains 1359 members 
Mstep: Class 54 contains 9269 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 4104 members 
Mstep: Class 57 contains 7828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88142088.000000 Penalty: 116282.218750
Iteration 481Q: 58 clusters Score -8.814209e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61846 members 
Mstep: Class 2 contains 7485 members 
Mstep: Class 3 contains 6984 members 
Mstep: Class 4 contains 47678 members 
Mstep: Class 5 contains 8247 members 
Mstep: Class 6 contains 11270 members 
Mstep: Class 7 contains 51720 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11033 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 12 contains 7466 members 
Mstep: Class 13 contains 20358 members 
Mstep: Class 14 contains 37265 members 
Mstep: Class 15 contains 16471 members 
Mstep: Class 16 contains 21706 members 
Mstep: Class 17 contains 23196 members 
Mstep: Class 18 contains 19575 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 196337 members 
Mstep: Class 21 contains 12032 members 
Mstep: Class 22 contains 1749 members 
Mstep: Class 23 contains 6042 members 
Mstep: Class 24 contains 2473 members 
Mstep: Class 25 contains 36528 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14829 members 
Mstep: Class 28 contains 18253 members 
Mstep: Class 29 contains 36203 members 
Mstep: Class 30 contains 10567 members 
Mstep: Class 31 contains 9792 members 
Mstep: Class 32 contains 947 members 
Mstep: Class 33 contains 7963 members 
Mstep: Class 34 contains 3808 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1636 members 
Mstep: Class 37 contains 4408 members 
Mstep: Class 38 contains 3552 members 
Mstep: Class 39 contains 34618 members 
Mstep: Class 40 contains 17988 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 1992 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1910 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11691 members 
Mstep: Class 48 contains 1795 members 
Mstep: Class 49 contains 1348 members 
Mstep: Class 50 contains 20694 members 
Mstep: Class 51 contains 1007 members 
Mstep: Class 52 contains 4842 members 
Mstep: Class 53 contains 1359 members 
Mstep: Class 54 contains 9269 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 4104 members 
Mstep: Class 57 contains 7828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88142040.000000 Penalty: 116282.218750
Iteration 482Q: 58 clusters Score -8.814204e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61844 members 
Mstep: Class 2 contains 7485 members 
Mstep: Class 3 contains 6984 members 
Mstep: Class 4 contains 47676 members 
Mstep: Class 5 contains 8244 members 
Mstep: Class 6 contains 11270 members 
Mstep: Class 7 contains 51718 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11033 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 12 contains 7466 members 
Mstep: Class 13 contains 20365 members 
Mstep: Class 14 contains 37262 members 
Mstep: Class 15 contains 16471 members 
Mstep: Class 16 contains 21705 members 
Mstep: Class 17 contains 23199 members 
Mstep: Class 18 contains 19575 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 196331 members 
Mstep: Class 21 contains 12031 members 
Mstep: Class 22 contains 1749 members 
Mstep: Class 23 contains 6043 members 
Mstep: Class 24 contains 2473 members 
Mstep: Class 25 contains 36526 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14829 members 
Mstep: Class 28 contains 18259 members 
Mstep: Class 29 contains 36203 members 
Mstep: Class 30 contains 10567 members 
Mstep: Class 31 contains 9792 members 
Mstep: Class 32 contains 947 members 
Mstep: Class 33 contains 7963 members 
Mstep: Class 34 contains 3808 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1636 members 
Mstep: Class 37 contains 4407 members 
Mstep: Class 38 contains 3553 members 
Mstep: Class 39 contains 34622 members 
Mstep: Class 40 contains 17988 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 1992 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1910 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11692 members 
Mstep: Class 48 contains 1795 members 
Mstep: Class 49 contains 1348 members 
Mstep: Class 50 contains 20691 members 
Mstep: Class 51 contains 1007 members 
Mstep: Class 52 contains 4842 members 
Mstep: Class 53 contains 1359 members 
Mstep: Class 54 contains 9271 members 
Mstep: Class 55 contains 1712 members 
Mstep: Class 56 contains 4104 members 
Mstep: Class 57 contains 7828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88142128.000000 Penalty: 116282.218750
Iteration 483Q: 58 clusters Score -8.814213e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61841 members 
Mstep: Class 2 contains 7485 members 
Mstep: Class 3 contains 6984 members 
Mstep: Class 4 contains 47674 members 
Mstep: Class 5 contains 8243 members 
Mstep: Class 6 contains 11270 members 
Mstep: Class 7 contains 51712 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11033 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 12 contains 7466 members 
Mstep: Class 13 contains 20373 members 
Mstep: Class 14 contains 37261 members 
Mstep: Class 15 contains 16471 members 
Mstep: Class 16 contains 21705 members 
Mstep: Class 17 contains 23199 members 
Mstep: Class 18 contains 19575 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 196327 members 
Mstep: Class 21 contains 12031 members 
Mstep: Class 22 contains 1749 members 
Mstep: Class 23 contains 6043 members 
Mstep: Class 24 contains 2473 members 
Mstep: Class 25 contains 36525 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14830 members 
Mstep: Class 28 contains 18260 members 
Mstep: Class 29 contains 36200 members 
Mstep: Class 30 contains 10567 members 
Mstep: Class 31 contains 9793 members 
Mstep: Class 32 contains 947 members 
Mstep: Class 33 contains 7963 members 
Mstep: Class 34 contains 3808 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1636 members 
Mstep: Class 37 contains 4407 members 
Mstep: Class 38 contains 3555 members 
Mstep: Class 39 contains 34624 members 
Mstep: Class 40 contains 17988 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 1992 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1910 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11693 members 
Mstep: Class 48 contains 1795 members 
Mstep: Class 49 contains 1348 members 
Mstep: Class 50 contains 20690 members 
Mstep: Class 51 contains 1007 members 
Mstep: Class 52 contains 4842 members 
Mstep: Class 53 contains 1359 members 
Mstep: Class 54 contains 9277 members 
Mstep: Class 55 contains 1712 members 
Mstep: Class 56 contains 4104 members 
Mstep: Class 57 contains 7828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88142160.000000 Penalty: 116282.218750
Iteration 484Q: 58 clusters Score -8.814216e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61842 members 
Mstep: Class 2 contains 7484 members 
Mstep: Class 3 contains 6984 members 
Mstep: Class 4 contains 47672 members 
Mstep: Class 5 contains 8242 members 
Mstep: Class 6 contains 11270 members 
Mstep: Class 7 contains 51711 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11033 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 12 contains 7466 members 
Mstep: Class 13 contains 20379 members 
Mstep: Class 14 contains 37263 members 
Mstep: Class 15 contains 16471 members 
Mstep: Class 16 contains 21704 members 
Mstep: Class 17 contains 23194 members 
Mstep: Class 18 contains 19575 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 196323 members 
Mstep: Class 21 contains 12031 members 
Mstep: Class 22 contains 1749 members 
Mstep: Class 23 contains 6043 members 
Mstep: Class 24 contains 2473 members 
Mstep: Class 25 contains 36524 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14830 members 
Mstep: Class 28 contains 18263 members 
Mstep: Class 29 contains 36200 members 
Mstep: Class 30 contains 10567 members 
Mstep: Class 31 contains 9796 members 
Mstep: Class 32 contains 947 members 
Mstep: Class 33 contains 7963 members 
Mstep: Class 34 contains 3808 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1636 members 
Mstep: Class 37 contains 4407 members 
Mstep: Class 38 contains 3554 members 
Mstep: Class 39 contains 34626 members 
Mstep: Class 40 contains 17988 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 1992 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1910 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11693 members 
Mstep: Class 48 contains 1795 members 
Mstep: Class 49 contains 1348 members 
Mstep: Class 50 contains 20688 members 
Mstep: Class 51 contains 1007 members 
Mstep: Class 52 contains 4842 members 
Mstep: Class 53 contains 1359 members 
Mstep: Class 54 contains 9279 members 
Mstep: Class 55 contains 1711 members 
Mstep: Class 56 contains 4104 members 
Mstep: Class 57 contains 7829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88142112.000000 Penalty: 116282.218750
Iteration 485Q: 58 clusters Score -8.814211e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61840 members 
Mstep: Class 2 contains 7484 members 
Mstep: Class 3 contains 6984 members 
Mstep: Class 4 contains 47670 members 
Mstep: Class 5 contains 8242 members 
Mstep: Class 6 contains 11270 members 
Mstep: Class 7 contains 51710 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11033 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 12 contains 7466 members 
Mstep: Class 13 contains 20379 members 
Mstep: Class 14 contains 37262 members 
Mstep: Class 15 contains 16471 members 
Mstep: Class 16 contains 21704 members 
Mstep: Class 17 contains 23191 members 
Mstep: Class 18 contains 19576 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 196325 members 
Mstep: Class 21 contains 12031 members 
Mstep: Class 22 contains 1749 members 
Mstep: Class 23 contains 6043 members 
Mstep: Class 24 contains 2473 members 
Mstep: Class 25 contains 36524 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14829 members 
Mstep: Class 28 contains 18266 members 
Mstep: Class 29 contains 36199 members 
Mstep: Class 30 contains 10567 members 
Mstep: Class 31 contains 9798 members 
Mstep: Class 32 contains 947 members 
Mstep: Class 33 contains 7963 members 
Mstep: Class 34 contains 3807 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1636 members 
Mstep: Class 37 contains 4407 members 
Mstep: Class 38 contains 3553 members 
Mstep: Class 39 contains 34630 members 
Mstep: Class 40 contains 17988 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 1991 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1910 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11694 members 
Mstep: Class 48 contains 1795 members 
Mstep: Class 49 contains 1348 members 
Mstep: Class 50 contains 20684 members 
Mstep: Class 51 contains 1007 members 
Mstep: Class 52 contains 4842 members 
Mstep: Class 53 contains 1359 members 
Mstep: Class 54 contains 9281 members 
Mstep: Class 55 contains 1712 members 
Mstep: Class 56 contains 4104 members 
Mstep: Class 57 contains 7831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88142120.000000 Penalty: 116282.218750
Iteration 486Q: 58 clusters Score -8.814212e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61839 members 
Mstep: Class 2 contains 7483 members 
Mstep: Class 3 contains 6984 members 
Mstep: Class 4 contains 47670 members 
Mstep: Class 5 contains 8242 members 
Mstep: Class 6 contains 11270 members 
Mstep: Class 7 contains 51710 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11033 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 12 contains 7466 members 
Mstep: Class 13 contains 20379 members 
Mstep: Class 14 contains 37260 members 
Mstep: Class 15 contains 16471 members 
Mstep: Class 16 contains 21707 members 
Mstep: Class 17 contains 23192 members 
Mstep: Class 18 contains 19576 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 196324 members 
Mstep: Class 21 contains 12031 members 
Mstep: Class 22 contains 1748 members 
Mstep: Class 23 contains 6043 members 
Mstep: Class 24 contains 2473 members 
Mstep: Class 25 contains 36524 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14829 members 
Mstep: Class 28 contains 18267 members 
Mstep: Class 29 contains 36199 members 
Mstep: Class 30 contains 10567 members 
Mstep: Class 31 contains 9799 members 
Mstep: Class 32 contains 946 members 
Mstep: Class 33 contains 7963 members 
Mstep: Class 34 contains 3806 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1636 members 
Mstep: Class 37 contains 4407 members 
Mstep: Class 38 contains 3554 members 
Mstep: Class 39 contains 34629 members 
Mstep: Class 40 contains 17988 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 1991 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1911 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11693 members 
Mstep: Class 48 contains 1795 members 
Mstep: Class 49 contains 1348 members 
Mstep: Class 50 contains 20684 members 
Mstep: Class 51 contains 1007 members 
Mstep: Class 52 contains 4842 members 
Mstep: Class 53 contains 1359 members 
Mstep: Class 54 contains 9283 members 
Mstep: Class 55 contains 1712 members 
Mstep: Class 56 contains 4104 members 
Mstep: Class 57 contains 7831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88142120.000000 Penalty: 116282.218750
Iteration 487Q: 58 clusters Score -8.814212e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61839 members 
Mstep: Class 2 contains 7482 members 
Mstep: Class 3 contains 6984 members 
Mstep: Class 4 contains 47669 members 
Mstep: Class 5 contains 8242 members 
Mstep: Class 6 contains 11270 members 
Mstep: Class 7 contains 51710 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11033 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 12 contains 7465 members 
Mstep: Class 13 contains 20378 members 
Mstep: Class 14 contains 37259 members 
Mstep: Class 15 contains 16471 members 
Mstep: Class 16 contains 21708 members 
Mstep: Class 17 contains 23194 members 
Mstep: Class 18 contains 19576 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 196324 members 
Mstep: Class 21 contains 12031 members 
Mstep: Class 22 contains 1746 members 
Mstep: Class 23 contains 6044 members 
Mstep: Class 24 contains 2473 members 
Mstep: Class 25 contains 36523 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14829 members 
Mstep: Class 28 contains 18268 members 
Mstep: Class 29 contains 36198 members 
Mstep: Class 30 contains 10567 members 
Mstep: Class 31 contains 9799 members 
Mstep: Class 32 contains 946 members 
Mstep: Class 33 contains 7963 members 
Mstep: Class 34 contains 3806 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1636 members 
Mstep: Class 37 contains 4407 members 
Mstep: Class 38 contains 3554 members 
Mstep: Class 39 contains 34628 members 
Mstep: Class 40 contains 17988 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 1990 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1912 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11693 members 
Mstep: Class 48 contains 1795 members 
Mstep: Class 49 contains 1348 members 
Mstep: Class 50 contains 20684 members 
Mstep: Class 51 contains 1007 members 
Mstep: Class 52 contains 4842 members 
Mstep: Class 53 contains 1359 members 
Mstep: Class 54 contains 9288 members 
Mstep: Class 55 contains 1712 members 
Mstep: Class 56 contains 4104 members 
Mstep: Class 57 contains 7831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88142144.000000 Penalty: 116282.218750
Iteration 488Q: 58 clusters Score -8.814214e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61841 members 
Mstep: Class 2 contains 7482 members 
Mstep: Class 3 contains 6984 members 
Mstep: Class 4 contains 47669 members 
Mstep: Class 5 contains 8239 members 
Mstep: Class 6 contains 11270 members 
Mstep: Class 7 contains 51709 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11033 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 12 contains 7466 members 
Mstep: Class 13 contains 20380 members 
Mstep: Class 14 contains 37256 members 
Mstep: Class 15 contains 16471 members 
Mstep: Class 16 contains 21709 members 
Mstep: Class 17 contains 23192 members 
Mstep: Class 18 contains 19576 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 196323 members 
Mstep: Class 21 contains 12030 members 
Mstep: Class 22 contains 1744 members 
Mstep: Class 23 contains 6044 members 
Mstep: Class 24 contains 2473 members 
Mstep: Class 25 contains 36524 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14829 members 
Mstep: Class 28 contains 18269 members 
Mstep: Class 29 contains 36198 members 
Mstep: Class 30 contains 10567 members 
Mstep: Class 31 contains 9799 members 
Mstep: Class 32 contains 946 members 
Mstep: Class 33 contains 7963 members 
Mstep: Class 34 contains 3806 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1636 members 
Mstep: Class 37 contains 4407 members 
Mstep: Class 38 contains 3553 members 
Mstep: Class 39 contains 34626 members 
Mstep: Class 40 contains 17988 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 1991 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1912 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11694 members 
Mstep: Class 48 contains 1795 members 
Mstep: Class 49 contains 1348 members 
Mstep: Class 50 contains 20684 members 
Mstep: Class 51 contains 1007 members 
Mstep: Class 52 contains 4842 members 
Mstep: Class 53 contains 1359 members 
Mstep: Class 54 contains 9294 members 
Mstep: Class 55 contains 1712 members 
Mstep: Class 56 contains 4104 members 
Mstep: Class 57 contains 7831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88142112.000000 Penalty: 116282.218750
Iteration 489Q: 58 clusters Score -8.814211e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61840 members 
Mstep: Class 2 contains 7482 members 
Mstep: Class 3 contains 6984 members 
Mstep: Class 4 contains 47668 members 
Mstep: Class 5 contains 8239 members 
Mstep: Class 6 contains 11270 members 
Mstep: Class 7 contains 51708 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11033 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 12 contains 7467 members 
Mstep: Class 13 contains 20382 members 
Mstep: Class 14 contains 37254 members 
Mstep: Class 15 contains 16471 members 
Mstep: Class 16 contains 21709 members 
Mstep: Class 17 contains 23185 members 
Mstep: Class 18 contains 19576 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 196321 members 
Mstep: Class 21 contains 12030 members 
Mstep: Class 22 contains 1742 members 
Mstep: Class 23 contains 6044 members 
Mstep: Class 24 contains 2473 members 
Mstep: Class 25 contains 36524 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14829 members 
Mstep: Class 28 contains 18269 members 
Mstep: Class 29 contains 36198 members 
Mstep: Class 30 contains 10567 members 
Mstep: Class 31 contains 9802 members 
Mstep: Class 32 contains 946 members 
Mstep: Class 33 contains 7963 members 
Mstep: Class 34 contains 3806 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1636 members 
Mstep: Class 37 contains 4407 members 
Mstep: Class 38 contains 3553 members 
Mstep: Class 39 contains 34627 members 
Mstep: Class 40 contains 17988 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 1988 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1912 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11693 members 
Mstep: Class 48 contains 1795 members 
Mstep: Class 49 contains 1348 members 
Mstep: Class 50 contains 20684 members 
Mstep: Class 51 contains 1007 members 
Mstep: Class 52 contains 4842 members 
Mstep: Class 53 contains 1359 members 
Mstep: Class 54 contains 9307 members 
Mstep: Class 55 contains 1712 members 
Mstep: Class 56 contains 4104 members 
Mstep: Class 57 contains 7831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88142080.000000 Penalty: 116282.218750
Iteration 490Q: 58 clusters Score -8.814208e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61840 members 
Mstep: Class 2 contains 7482 members 
Mstep: Class 3 contains 6984 members 
Mstep: Class 4 contains 47669 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 11270 members 
Mstep: Class 7 contains 51706 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11033 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 12 contains 7466 members 
Mstep: Class 13 contains 20384 members 
Mstep: Class 14 contains 37254 members 
Mstep: Class 15 contains 16471 members 
Mstep: Class 16 contains 21707 members 
Mstep: Class 17 contains 23187 members 
Mstep: Class 18 contains 19576 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 196318 members 
Mstep: Class 21 contains 12030 members 
Mstep: Class 22 contains 1740 members 
Mstep: Class 23 contains 6044 members 
Mstep: Class 24 contains 2473 members 
Mstep: Class 25 contains 36524 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14829 members 
Mstep: Class 28 contains 18274 members 
Mstep: Class 29 contains 36199 members 
Mstep: Class 30 contains 10567 members 
Mstep: Class 31 contains 9804 members 
Mstep: Class 32 contains 946 members 
Mstep: Class 33 contains 7963 members 
Mstep: Class 34 contains 3806 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1636 members 
Mstep: Class 37 contains 4407 members 
Mstep: Class 38 contains 3553 members 
Mstep: Class 39 contains 34628 members 
Mstep: Class 40 contains 17988 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 1989 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1912 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11692 members 
Mstep: Class 48 contains 1795 members 
Mstep: Class 49 contains 1348 members 
Mstep: Class 50 contains 20684 members 
Mstep: Class 51 contains 1007 members 
Mstep: Class 52 contains 4842 members 
Mstep: Class 53 contains 1359 members 
Mstep: Class 54 contains 9304 members 
Mstep: Class 55 contains 1712 members 
Mstep: Class 56 contains 4104 members 
Mstep: Class 57 contains 7831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88142160.000000 Penalty: 116282.218750
Iteration 491Q: 58 clusters Score -8.814216e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61840 members 
Mstep: Class 2 contains 7482 members 
Mstep: Class 3 contains 6984 members 
Mstep: Class 4 contains 47668 members 
Mstep: Class 5 contains 8239 members 
Mstep: Class 6 contains 11270 members 
Mstep: Class 7 contains 51706 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11033 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 12 contains 7463 members 
Mstep: Class 13 contains 20385 members 
Mstep: Class 14 contains 37253 members 
Mstep: Class 15 contains 16471 members 
Mstep: Class 16 contains 21707 members 
Mstep: Class 17 contains 23192 members 
Mstep: Class 18 contains 19578 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 196317 members 
Mstep: Class 21 contains 12030 members 
Mstep: Class 22 contains 1739 members 
Mstep: Class 23 contains 6044 members 
Mstep: Class 24 contains 2473 members 
Mstep: Class 25 contains 36523 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14829 members 
Mstep: Class 28 contains 18273 members 
Mstep: Class 29 contains 36198 members 
Mstep: Class 30 contains 10567 members 
Mstep: Class 31 contains 9810 members 
Mstep: Class 32 contains 946 members 
Mstep: Class 33 contains 7963 members 
Mstep: Class 34 contains 3806 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1636 members 
Mstep: Class 37 contains 4407 members 
Mstep: Class 38 contains 3553 members 
Mstep: Class 39 contains 34629 members 
Mstep: Class 40 contains 17988 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 1990 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1912 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11692 members 
Mstep: Class 48 contains 1795 members 
Mstep: Class 49 contains 1348 members 
Mstep: Class 50 contains 20683 members 
Mstep: Class 51 contains 1007 members 
Mstep: Class 52 contains 4842 members 
Mstep: Class 53 contains 1359 members 
Mstep: Class 54 contains 9298 members 
Mstep: Class 55 contains 1712 members 
Mstep: Class 56 contains 4104 members 
Mstep: Class 57 contains 7831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88142208.000000 Penalty: 116282.218750
Iteration 492Q: 58 clusters Score -8.814221e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61841 members 
Mstep: Class 2 contains 7481 members 
Mstep: Class 3 contains 6984 members 
Mstep: Class 4 contains 47668 members 
Mstep: Class 5 contains 8240 members 
Mstep: Class 6 contains 11270 members 
Mstep: Class 7 contains 51705 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11033 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 12 contains 7463 members 
Mstep: Class 13 contains 20387 members 
Mstep: Class 14 contains 37249 members 
Mstep: Class 15 contains 16471 members 
Mstep: Class 16 contains 21706 members 
Mstep: Class 17 contains 23196 members 
Mstep: Class 18 contains 19578 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 196317 members 
Mstep: Class 21 contains 12030 members 
Mstep: Class 22 contains 1739 members 
Mstep: Class 23 contains 6044 members 
Mstep: Class 24 contains 2473 members 
Mstep: Class 25 contains 36523 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14829 members 
Mstep: Class 28 contains 18270 members 
Mstep: Class 29 contains 36199 members 
Mstep: Class 30 contains 10567 members 
Mstep: Class 31 contains 9813 members 
Mstep: Class 32 contains 946 members 
Mstep: Class 33 contains 7963 members 
Mstep: Class 34 contains 3806 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1636 members 
Mstep: Class 37 contains 4407 members 
Mstep: Class 38 contains 3554 members 
Mstep: Class 39 contains 34630 members 
Mstep: Class 40 contains 17988 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 1990 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1912 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11692 members 
Mstep: Class 48 contains 1795 members 
Mstep: Class 49 contains 1348 members 
Mstep: Class 50 contains 20682 members 
Mstep: Class 51 contains 1007 members 
Mstep: Class 52 contains 4842 members 
Mstep: Class 53 contains 1359 members 
Mstep: Class 54 contains 9295 members 
Mstep: Class 55 contains 1712 members 
Mstep: Class 56 contains 4104 members 
Mstep: Class 57 contains 7831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88142120.000000 Penalty: 116282.218750
Iteration 493Q: 58 clusters Score -8.814212e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61840 members 
Mstep: Class 2 contains 7481 members 
Mstep: Class 3 contains 6984 members 
Mstep: Class 4 contains 47668 members 
Mstep: Class 5 contains 8239 members 
Mstep: Class 6 contains 11270 members 
Mstep: Class 7 contains 51705 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11033 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 12 contains 7463 members 
Mstep: Class 13 contains 20390 members 
Mstep: Class 14 contains 37247 members 
Mstep: Class 15 contains 16471 members 
Mstep: Class 16 contains 21708 members 
Mstep: Class 17 contains 23198 members 
Mstep: Class 18 contains 19578 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 196313 members 
Mstep: Class 21 contains 12030 members 
Mstep: Class 22 contains 1739 members 
Mstep: Class 23 contains 6045 members 
Mstep: Class 24 contains 2473 members 
Mstep: Class 25 contains 36523 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14828 members 
Mstep: Class 28 contains 18269 members 
Mstep: Class 29 contains 36198 members 
Mstep: Class 30 contains 10567 members 
Mstep: Class 31 contains 9817 members 
Mstep: Class 32 contains 946 members 
Mstep: Class 33 contains 7963 members 
Mstep: Class 34 contains 3806 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1636 members 
Mstep: Class 37 contains 4407 members 
Mstep: Class 38 contains 3554 members 
Mstep: Class 39 contains 34631 members 
Mstep: Class 40 contains 17988 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 1990 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1912 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11693 members 
Mstep: Class 48 contains 1795 members 
Mstep: Class 49 contains 1348 members 
Mstep: Class 50 contains 20682 members 
Mstep: Class 51 contains 1007 members 
Mstep: Class 52 contains 4842 members 
Mstep: Class 53 contains 1359 members 
Mstep: Class 54 contains 9292 members 
Mstep: Class 55 contains 1712 members 
Mstep: Class 56 contains 4104 members 
Mstep: Class 57 contains 7831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88142088.000000 Penalty: 116282.218750
Iteration 494Q: 58 clusters Score -8.814209e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61842 members 
Mstep: Class 2 contains 7481 members 
Mstep: Class 3 contains 6984 members 
Mstep: Class 4 contains 47668 members 
Mstep: Class 5 contains 8239 members 
Mstep: Class 6 contains 11270 members 
Mstep: Class 7 contains 51705 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11033 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 12 contains 7463 members 
Mstep: Class 13 contains 20390 members 
Mstep: Class 14 contains 37248 members 
Mstep: Class 15 contains 16471 members 
Mstep: Class 16 contains 21709 members 
Mstep: Class 17 contains 23197 members 
Mstep: Class 18 contains 19577 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 196307 members 
Mstep: Class 21 contains 12030 members 
Mstep: Class 22 contains 1739 members 
Mstep: Class 23 contains 6045 members 
Mstep: Class 24 contains 2474 members 
Mstep: Class 25 contains 36522 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14828 members 
Mstep: Class 28 contains 18269 members 
Mstep: Class 29 contains 36198 members 
Mstep: Class 30 contains 10567 members 
Mstep: Class 31 contains 9821 members 
Mstep: Class 32 contains 946 members 
Mstep: Class 33 contains 7963 members 
Mstep: Class 34 contains 3806 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1636 members 
Mstep: Class 37 contains 4407 members 
Mstep: Class 38 contains 3554 members 
Mstep: Class 39 contains 34631 members 
Mstep: Class 40 contains 17988 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 1989 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1912 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11693 members 
Mstep: Class 48 contains 1795 members 
Mstep: Class 49 contains 1348 members 
Mstep: Class 50 contains 20682 members 
Mstep: Class 51 contains 1007 members 
Mstep: Class 52 contains 4842 members 
Mstep: Class 53 contains 1359 members 
Mstep: Class 54 contains 9292 members 
Mstep: Class 55 contains 1712 members 
Mstep: Class 56 contains 4104 members 
Mstep: Class 57 contains 7832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88142128.000000 Penalty: 116282.218750
Iteration 495Q: 58 clusters Score -8.814213e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61841 members 
Mstep: Class 2 contains 7481 members 
Mstep: Class 3 contains 6984 members 
Mstep: Class 4 contains 47667 members 
Mstep: Class 5 contains 8240 members 
Mstep: Class 6 contains 11270 members 
Mstep: Class 7 contains 51703 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11033 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 12 contains 7463 members 
Mstep: Class 13 contains 20392 members 
Mstep: Class 14 contains 37248 members 
Mstep: Class 15 contains 16471 members 
Mstep: Class 16 contains 21710 members 
Mstep: Class 17 contains 23197 members 
Mstep: Class 18 contains 19577 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 196306 members 
Mstep: Class 21 contains 12030 members 
Mstep: Class 22 contains 1739 members 
Mstep: Class 23 contains 6045 members 
Mstep: Class 24 contains 2475 members 
Mstep: Class 25 contains 36521 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14828 members 
Mstep: Class 28 contains 18266 members 
Mstep: Class 29 contains 36198 members 
Mstep: Class 30 contains 10567 members 
Mstep: Class 31 contains 9824 members 
Mstep: Class 32 contains 946 members 
Mstep: Class 33 contains 7963 members 
Mstep: Class 34 contains 3806 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1636 members 
Mstep: Class 37 contains 4407 members 
Mstep: Class 38 contains 3554 members 
Mstep: Class 39 contains 34631 members 
Mstep: Class 40 contains 17988 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 1989 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1912 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11693 members 
Mstep: Class 48 contains 1795 members 
Mstep: Class 49 contains 1348 members 
Mstep: Class 50 contains 20682 members 
Mstep: Class 51 contains 1007 members 
Mstep: Class 52 contains 4842 members 
Mstep: Class 53 contains 1359 members 
Mstep: Class 54 contains 9293 members 
Mstep: Class 55 contains 1712 members 
Mstep: Class 56 contains 4104 members 
Mstep: Class 57 contains 7832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88142176.000000 Penalty: 116282.218750
Iteration 496Q: 58 clusters Score -8.814218e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61842 members 
Mstep: Class 2 contains 7481 members 
Mstep: Class 3 contains 6984 members 
Mstep: Class 4 contains 47665 members 
Mstep: Class 5 contains 8242 members 
Mstep: Class 6 contains 11270 members 
Mstep: Class 7 contains 51700 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11033 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 12 contains 7463 members 
Mstep: Class 13 contains 20394 members 
Mstep: Class 14 contains 37246 members 
Mstep: Class 15 contains 16471 members 
Mstep: Class 16 contains 21708 members 
Mstep: Class 17 contains 23199 members 
Mstep: Class 18 contains 19577 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 196309 members 
Mstep: Class 21 contains 12030 members 
Mstep: Class 22 contains 1739 members 
Mstep: Class 23 contains 6045 members 
Mstep: Class 24 contains 2476 members 
Mstep: Class 25 contains 36521 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14828 members 
Mstep: Class 28 contains 18264 members 
Mstep: Class 29 contains 36197 members 
Mstep: Class 30 contains 10567 members 
Mstep: Class 31 contains 9826 members 
Mstep: Class 32 contains 946 members 
Mstep: Class 33 contains 7963 members 
Mstep: Class 34 contains 3806 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1636 members 
Mstep: Class 37 contains 4407 members 
Mstep: Class 38 contains 3554 members 
Mstep: Class 39 contains 34631 members 
Mstep: Class 40 contains 17988 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 1989 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1912 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11692 members 
Mstep: Class 48 contains 1795 members 
Mstep: Class 49 contains 1348 members 
Mstep: Class 50 contains 20682 members 
Mstep: Class 51 contains 1007 members 
Mstep: Class 52 contains 4842 members 
Mstep: Class 53 contains 1359 members 
Mstep: Class 54 contains 9293 members 
Mstep: Class 55 contains 1712 members 
Mstep: Class 56 contains 4104 members 
Mstep: Class 57 contains 7832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88142184.000000 Penalty: 116282.218750
Iteration 497Q: 58 clusters Score -8.814218e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61846 members 
Mstep: Class 2 contains 7482 members 
Mstep: Class 3 contains 6984 members 
Mstep: Class 4 contains 47665 members 
Mstep: Class 5 contains 8241 members 
Mstep: Class 6 contains 11271 members 
Mstep: Class 7 contains 51696 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11033 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 12 contains 7463 members 
Mstep: Class 13 contains 20394 members 
Mstep: Class 14 contains 37246 members 
Mstep: Class 15 contains 16471 members 
Mstep: Class 16 contains 21705 members 
Mstep: Class 17 contains 23199 members 
Mstep: Class 18 contains 19577 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 196309 members 
Mstep: Class 21 contains 12030 members 
Mstep: Class 22 contains 1739 members 
Mstep: Class 23 contains 6045 members 
Mstep: Class 24 contains 2477 members 
Mstep: Class 25 contains 36521 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14828 members 
Mstep: Class 28 contains 18261 members 
Mstep: Class 29 contains 36197 members 
Mstep: Class 30 contains 10567 members 
Mstep: Class 31 contains 9830 members 
Mstep: Class 32 contains 946 members 
Mstep: Class 33 contains 7963 members 
Mstep: Class 34 contains 3806 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1636 members 
Mstep: Class 37 contains 4407 members 
Mstep: Class 38 contains 3554 members 
Mstep: Class 39 contains 34631 members 
Mstep: Class 40 contains 17988 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 1989 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1912 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11692 members 
Mstep: Class 48 contains 1795 members 
Mstep: Class 49 contains 1348 members 
Mstep: Class 50 contains 20681 members 
Mstep: Class 51 contains 1007 members 
Mstep: Class 52 contains 4842 members 
Mstep: Class 53 contains 1359 members 
Mstep: Class 54 contains 9294 members 
Mstep: Class 55 contains 1712 members 
Mstep: Class 56 contains 4104 members 
Mstep: Class 57 contains 7832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88142136.000000 Penalty: 116282.218750
Iteration 498Q: 58 clusters Score -8.814214e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61848 members 
Mstep: Class 2 contains 7483 members 
Mstep: Class 3 contains 6984 members 
Mstep: Class 4 contains 47665 members 
Mstep: Class 5 contains 8241 members 
Mstep: Class 6 contains 11272 members 
Mstep: Class 7 contains 51694 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11033 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 12 contains 7463 members 
Mstep: Class 13 contains 20394 members 
Mstep: Class 14 contains 37246 members 
Mstep: Class 15 contains 16471 members 
Mstep: Class 16 contains 21706 members 
Mstep: Class 17 contains 23197 members 
Mstep: Class 18 contains 19577 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 196308 members 
Mstep: Class 21 contains 12030 members 
Mstep: Class 22 contains 1739 members 
Mstep: Class 23 contains 6045 members 
Mstep: Class 24 contains 2477 members 
Mstep: Class 25 contains 36521 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14827 members 
Mstep: Class 28 contains 18258 members 
Mstep: Class 29 contains 36197 members 
Mstep: Class 30 contains 10567 members 
Mstep: Class 31 contains 9832 members 
Mstep: Class 32 contains 946 members 
Mstep: Class 33 contains 7963 members 
Mstep: Class 34 contains 3806 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1636 members 
Mstep: Class 37 contains 4407 members 
Mstep: Class 38 contains 3554 members 
Mstep: Class 39 contains 34631 members 
Mstep: Class 40 contains 17988 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 1989 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1912 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11692 members 
Mstep: Class 48 contains 1795 members 
Mstep: Class 49 contains 1348 members 
Mstep: Class 50 contains 20681 members 
Mstep: Class 51 contains 1007 members 
Mstep: Class 52 contains 4842 members 
Mstep: Class 53 contains 1359 members 
Mstep: Class 54 contains 9295 members 
Mstep: Class 55 contains 1712 members 
Mstep: Class 56 contains 4104 members 
Mstep: Class 57 contains 7833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88142144.000000 Penalty: 116282.218750
Iteration 499Q: 58 clusters Score -8.814214e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61849 members 
Mstep: Class 2 contains 7484 members 
Mstep: Class 3 contains 6984 members 
Mstep: Class 4 contains 47665 members 
Mstep: Class 5 contains 8241 members 
Mstep: Class 6 contains 11272 members 
Mstep: Class 7 contains 51691 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 11033 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 12 contains 7463 members 
Mstep: Class 13 contains 20394 members 
Mstep: Class 14 contains 37246 members 
Mstep: Class 15 contains 16471 members 
Mstep: Class 16 contains 21707 members 
Mstep: Class 17 contains 23195 members 
Mstep: Class 18 contains 19577 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 196309 members 
Mstep: Class 21 contains 12030 members 
Mstep: Class 22 contains 1739 members 
Mstep: Class 23 contains 6045 members 
Mstep: Class 24 contains 2477 members 
Mstep: Class 25 contains 36521 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 14827 members 
Mstep: Class 28 contains 18254 members 
Mstep: Class 29 contains 36197 members 
Mstep: Class 30 contains 10567 members 
Mstep: Class 31 contains 9837 members 
Mstep: Class 32 contains 946 members 
Mstep: Class 33 contains 7963 members 
Mstep: Class 34 contains 3806 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 1636 members 
Mstep: Class 37 contains 4407 members 
Mstep: Class 38 contains 3554 members 
Mstep: Class 39 contains 34630 members 
Mstep: Class 40 contains 17988 members 
Mstep: Class 41 contains 15615 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 1989 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 1912 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 11692 members 
Mstep: Class 48 contains 1795 members 
Mstep: Class 49 contains 1348 members 
Mstep: Class 50 contains 20682 members 
Mstep: Class 51 contains 1007 members 
Mstep: Class 52 contains 4842 members 
Mstep: Class 53 contains 1359 members 
Mstep: Class 54 contains 9295 members 
Mstep: Class 55 contains 1712 members 
Mstep: Class 56 contains 4104 members 
Mstep: Class 57 contains 7833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88142152.000000 Penalty: 116282.218750
Iteration 500F: 58 clusters Score -8.814215e+07 nChanged 12
Maximum iterations exceeded
--- Evaluating fit on full set of 1799619 points ---
Entering Unmasked Estep 
Score: -175918512.000000 Penalty: 122161.218750
23->58 Clusters: Score -175918512.000000, best is -175949616.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 899809 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39374 members 
Mstep: Class 2 contains 39097 members 
Mstep: Class 3 contains 39063 members 
Mstep: Class 4 contains 38979 members 
Mstep: Class 5 contains 38830 members 
Mstep: Class 6 contains 38614 members 
Mstep: Class 7 contains 39435 members 
Mstep: Class 8 contains 39145 members 
Mstep: Class 9 contains 39131 members 
Mstep: Class 10 contains 39406 members 
Mstep: Class 11 contains 39154 members 
Mstep: Class 12 contains 39359 members 
Mstep: Class 13 contains 39074 members 
Mstep: Class 14 contains 38808 members 
Mstep: Class 15 contains 39134 members 
Mstep: Class 16 contains 38917 members 
Mstep: Class 17 contains 39239 members 
Mstep: Class 18 contains 39084 members 
Mstep: Class 19 contains 39296 members 
Mstep: Class 20 contains 39350 members 
Mstep: Class 21 contains 38893 members 
Mstep: Class 22 contains 39112 members 
Mstep: Class 23 contains 39315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 612.783813 but Gain 2040.039062
Score: -83671856.000000 Penalty: 44880.855469
Iteration 0F: 23 clusters Score -8.367186e+07 nChanged 856960
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 65909 members 
Mstep: Class 2 contains 70784 members 
Mstep: Class 3 contains 18945 members 
Mstep: Class 4 contains 35952 members 
Mstep: Class 5 contains 26421 members 
Mstep: Class 6 contains 31207 members 
Mstep: Class 7 contains 22309 members 
Mstep: Class 8 contains 44827 members 
Mstep: Class 9 contains 28731 members 
Mstep: Class 10 contains 37097 members 
Mstep: Class 11 contains 37278 members 
Mstep: Class 12 contains 27163 members 
Mstep: Class 13 contains 82027 members 
Mstep: Class 14 contains 54980 members 
Mstep: Class 15 contains 24338 members 
Mstep: Class 16 contains 21756 members 
Mstep: Class 17 contains 60590 members 
Mstep: Class 18 contains 23944 members 
Mstep: Class 19 contains 53217 members 
Mstep: Class 20 contains 41514 members 
Mstep: Class 22 contains 27188 members 
Mstep: Class 23 contains 63152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85618120.000000 Penalty: 44880.855469
Iteration 1F: 23 clusters Score -8.561812e+07 nChanged 346448
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 57927 members 
Mstep: Class 2 contains 66047 members 
Mstep: Class 3 contains 9890 members 
Mstep: Class 4 contains 36017 members 
Mstep: Class 5 contains 17494 members 
Mstep: Class 6 contains 32502 members 
Mstep: Class 7 contains 18240 members 
Mstep: Class 8 contains 52154 members 
Mstep: Class 9 contains 27066 members 
Mstep: Class 10 contains 48299 members 
Mstep: Class 11 contains 46528 members 
Mstep: Class 12 contains 17372 members 
Mstep: Class 13 contains 79780 members 
Mstep: Class 14 contains 68502 members 
Mstep: Class 15 contains 18965 members 
Mstep: Class 16 contains 23250 members 
Mstep: Class 17 contains 83764 members 
Mstep: Class 18 contains 16028 members 
Mstep: Class 19 contains 46044 members 
Mstep: Class 20 contains 48284 members 
Mstep: Class 22 contains 24036 members 
Mstep: Class 23 contains 61462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86310456.000000 Penalty: 44880.855469
Iteration 2F: 23 clusters Score -8.631046e+07 nChanged 283035
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 50322 members 
Mstep: Class 2 contains 58988 members 
Mstep: Class 3 contains 7257 members 
Mstep: Class 4 contains 35757 members 
Mstep: Class 5 contains 12770 members 
Mstep: Class 6 contains 33536 members 
Mstep: Class 7 contains 12706 members 
Mstep: Class 8 contains 64220 members 
Mstep: Class 9 contains 26374 members 
Mstep: Class 10 contains 62937 members 
Mstep: Class 11 contains 49262 members 
Mstep: Class 12 contains 10090 members 
Mstep: Class 13 contains 77890 members 
Mstep: Class 14 contains 68555 members 
Mstep: Class 15 contains 13950 members 
Mstep: Class 16 contains 26720 members 
Mstep: Class 17 contains 108033 members 
Mstep: Class 18 contains 10650 members 
Mstep: Class 19 contains 39935 members 
Mstep: Class 20 contains 52475 members 
Mstep: Class 22 contains 22577 members 
Mstep: Class 23 contains 54712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86735816.000000 Penalty: 44880.855469
Iteration 3F: 23 clusters Score -8.673582e+07 nChanged 216940
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 47597 members 
Mstep: Class 2 contains 53416 members 
Mstep: Class 3 contains 6886 members 
Mstep: Class 4 contains 39263 members 
Mstep: Class 5 contains 9949 members 
Mstep: Class 6 contains 35684 members 
Mstep: Class 7 contains 8757 members 
Mstep: Class 8 contains 73844 members 
Mstep: Class 9 contains 28861 members 
Mstep: Class 10 contains 74419 members 
Mstep: Class 11 contains 44898 members 
Mstep: Class 12 contains 6052 members 
Mstep: Class 13 contains 75695 members 
Mstep: Class 14 contains 61203 members 
Mstep: Class 15 contains 11373 members 
Mstep: Class 16 contains 28867 members 
Mstep: Class 17 contains 126811 members 
Mstep: Class 18 contains 8009 members 
Mstep: Class 19 contains 36574 members 
Mstep: Class 20 contains 57064 members 
Mstep: Class 22 contains 18036 members 
Mstep: Class 23 contains 46469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87003920.000000 Penalty: 44880.855469
Iteration 4F: 23 clusters Score -8.700392e+07 nChanged 165545
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 49184 members 
Mstep: Class 2 contains 48008 members 
Mstep: Class 3 contains 7150 members 
Mstep: Class 4 contains 45245 members 
Mstep: Class 5 contains 8306 members 
Mstep: Class 6 contains 41035 members 
Mstep: Class 7 contains 6841 members 
Mstep: Class 8 contains 77089 members 
Mstep: Class 9 contains 31448 members 
Mstep: Class 10 contains 80917 members 
Mstep: Class 11 contains 37720 members 
Mstep: Class 12 contains 3938 members 
Mstep: Class 13 contains 74787 members 
Mstep: Class 14 contains 51832 members 
Mstep: Class 15 contains 9934 members 
Mstep: Class 16 contains 29251 members 
Mstep: Class 17 contains 140344 members 
Mstep: Class 18 contains 7213 members 
Mstep: Class 19 contains 34459 members 
Mstep: Class 20 contains 61549 members 
Mstep: Class 22 contains 13713 members 
Mstep: Class 23 contains 39766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87178496.000000 Penalty: 44880.855469
Iteration 5F: 23 clusters Score -8.71785e+07 nChanged 128867
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 52125 members 
Mstep: Class 2 contains 42823 members 
Mstep: Class 3 contains 7614 members 
Mstep: Class 4 contains 49759 members 
Mstep: Class 5 contains 7595 members 
Mstep: Class 6 contains 47867 members 
Mstep: Class 7 contains 6197 members 
Mstep: Class 8 contains 76865 members 
Mstep: Class 9 contains 32559 members 
Mstep: Class 10 contains 83109 members 
Mstep: Class 11 contains 31104 members 
Mstep: Class 12 contains 2882 members 
Mstep: Class 13 contains 75571 members 
Mstep: Class 14 contains 43068 members 
Mstep: Class 15 contains 8894 members 
Mstep: Class 16 contains 28402 members 
Mstep: Class 17 contains 149236 members 
Mstep: Class 18 contains 7446 members 
Mstep: Class 19 contains 33229 members 
Mstep: Class 20 contains 66293 members 
Mstep: Class 22 contains 11123 members 
Mstep: Class 23 contains 35970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87301344.000000 Penalty: 44880.855469
Iteration 6F: 23 clusters Score -8.730134e+07 nChanged 101765
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 55207 members 
Mstep: Class 2 contains 38612 members 
Mstep: Class 3 contains 8151 members 
Mstep: Class 4 contains 52017 members 
Mstep: Class 5 contains 7892 members 
Mstep: Class 6 contains 54441 members 
Mstep: Class 7 contains 6208 members 
Mstep: Class 8 contains 75338 members 
Mstep: Class 9 contains 32570 members 
Mstep: Class 10 contains 82557 members 
Mstep: Class 11 contains 26196 members 
Mstep: Class 12 contains 2482 members 
Mstep: Class 13 contains 76568 members 
Mstep: Class 14 contains 36517 members 
Mstep: Class 15 contains 8051 members 
Mstep: Class 16 contains 26356 members 
Mstep: Class 17 contains 154179 members 
Mstep: Class 18 contains 8036 members 
Mstep: Class 19 contains 32849 members 
Mstep: Class 20 contains 70874 members 
Mstep: Class 22 contains 9787 members 
Mstep: Class 23 contains 34844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87388264.000000 Penalty: 44880.855469
Iteration 7F: 23 clusters Score -8.738826e+07 nChanged 81721
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 57548 members 
Mstep: Class 2 contains 35554 members 
Mstep: Class 3 contains 8629 members 
Mstep: Class 4 contains 54168 members 
Mstep: Class 5 contains 8447 members 
Mstep: Class 6 contains 59960 members 
Mstep: Class 7 contains 6178 members 
Mstep: Class 8 contains 73223 members 
Mstep: Class 9 contains 31503 members 
Mstep: Class 10 contains 80531 members 
Mstep: Class 11 contains 23033 members 
Mstep: Class 12 contains 2471 members 
Mstep: Class 13 contains 77206 members 
Mstep: Class 14 contains 31344 members 
Mstep: Class 15 contains 7415 members 
Mstep: Class 16 contains 23860 members 
Mstep: Class 17 contains 156362 members 
Mstep: Class 18 contains 8769 members 
Mstep: Class 19 contains 33628 members 
Mstep: Class 20 contains 75553 members 
Mstep: Class 22 contains 9059 members 
Mstep: Class 23 contains 35291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87451152.000000 Penalty: 44880.855469
Iteration 8F: 23 clusters Score -8.745115e+07 nChanged 67382
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 59007 members 
Mstep: Class 2 contains 33421 members 
Mstep: Class 3 contains 9027 members 
Mstep: Class 4 contains 56600 members 
Mstep: Class 5 contains 8923 members 
Mstep: Class 6 contains 64476 members 
Mstep: Class 7 contains 6033 members 
Mstep: Class 8 contains 70837 members 
Mstep: Class 9 contains 29512 members 
Mstep: Class 10 contains 77608 members 
Mstep: Class 11 contains 21997 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 13 contains 77236 members 
Mstep: Class 14 contains 27391 members 
Mstep: Class 15 contains 6952 members 
Mstep: Class 16 contains 21614 members 
Mstep: Class 17 contains 156763 members 
Mstep: Class 18 contains 9397 members 
Mstep: Class 19 contains 35258 members 
Mstep: Class 20 contains 80076 members 
Mstep: Class 22 contains 8692 members 
Mstep: Class 23 contains 36223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87497792.000000 Penalty: 44880.855469
Iteration 9F: 23 clusters Score -8.749779e+07 nChanged 56566
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 60242 members 
Mstep: Class 2 contains 31783 members 
Mstep: Class 3 contains 9428 members 
Mstep: Class 4 contains 58279 members 
Mstep: Class 5 contains 9303 members 
Mstep: Class 6 contains 68085 members 
Mstep: Class 7 contains 5793 members 
Mstep: Class 8 contains 68598 members 
Mstep: Class 9 contains 26878 members 
Mstep: Class 10 contains 74327 members 
Mstep: Class 11 contains 23128 members 
Mstep: Class 12 contains 2974 members 
Mstep: Class 13 contains 76887 members 
Mstep: Class 14 contains 24349 members 
Mstep: Class 15 contains 6653 members 
Mstep: Class 16 contains 19771 members 
Mstep: Class 17 contains 155868 members 
Mstep: Class 18 contains 9938 members 
Mstep: Class 19 contains 37329 members 
Mstep: Class 20 contains 84407 members 
Mstep: Class 22 contains 8468 members 
Mstep: Class 23 contains 37244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87536224.000000 Penalty: 44880.855469
Iteration 10F: 23 clusters Score -8.753622e+07 nChanged 47669
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 61519 members 
Mstep: Class 2 contains 30592 members 
Mstep: Class 3 contains 9843 members 
Mstep: Class 4 contains 59270 members 
Mstep: Class 5 contains 9605 members 
Mstep: Class 6 contains 70898 members 
Mstep: Class 7 contains 5590 members 
Mstep: Class 8 contains 66554 members 
Mstep: Class 9 contains 24085 members 
Mstep: Class 10 contains 71040 members 
Mstep: Class 11 contains 25175 members 
Mstep: Class 12 contains 3297 members 
Mstep: Class 13 contains 76414 members 
Mstep: Class 14 contains 22096 members 
Mstep: Class 15 contains 6480 members 
Mstep: Class 16 contains 18308 members 
Mstep: Class 17 contains 153967 members 
Mstep: Class 18 contains 10313 members 
Mstep: Class 19 contains 39669 members 
Mstep: Class 20 contains 88364 members 
Mstep: Class 22 contains 8370 members 
Mstep: Class 23 contains 38282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87564584.000000 Penalty: 44880.855469
Iteration 11F: 23 clusters Score -8.756458e+07 nChanged 41410
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 62755 members 
Mstep: Class 2 contains 29586 members 
Mstep: Class 3 contains 10243 members 
Mstep: Class 4 contains 59778 members 
Mstep: Class 5 contains 9887 members 
Mstep: Class 6 contains 73143 members 
Mstep: Class 7 contains 5433 members 
Mstep: Class 8 contains 64853 members 
Mstep: Class 9 contains 21743 members 
Mstep: Class 10 contains 67992 members 
Mstep: Class 11 contains 26763 members 
Mstep: Class 12 contains 3529 members 
Mstep: Class 13 contains 75961 members 
Mstep: Class 14 contains 20477 members 
Mstep: Class 15 contains 6428 members 
Mstep: Class 16 contains 17065 members 
Mstep: Class 17 contains 151610 members 
Mstep: Class 18 contains 10691 members 
Mstep: Class 19 contains 42082 members 
Mstep: Class 20 contains 92181 members 
Mstep: Class 22 contains 8361 members 
Mstep: Class 23 contains 39170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87586824.000000 Penalty: 44880.855469
Iteration 12Q: 23 clusters Score -8.758682e+07 nChanged 36815
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 64134 members 
Mstep: Class 2 contains 28760 members 
Mstep: Class 3 contains 10615 members 
Mstep: Class 4 contains 59437 members 
Mstep: Class 5 contains 10141 members 
Mstep: Class 6 contains 74776 members 
Mstep: Class 7 contains 5313 members 
Mstep: Class 8 contains 63209 members 
Mstep: Class 9 contains 20048 members 
Mstep: Class 10 contains 65681 members 
Mstep: Class 11 contains 27703 members 
Mstep: Class 12 contains 3751 members 
Mstep: Class 13 contains 75481 members 
Mstep: Class 14 contains 19416 members 
Mstep: Class 15 contains 6541 members 
Mstep: Class 16 contains 16171 members 
Mstep: Class 17 contains 148869 members 
Mstep: Class 18 contains 10922 members 
Mstep: Class 19 contains 44615 members 
Mstep: Class 20 contains 95888 members 
Mstep: Class 22 contains 8314 members 
Mstep: Class 23 contains 39946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87605752.000000 Penalty: 44880.855469
Iteration 13Q: 23 clusters Score -8.760575e+07 nChanged 33807
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 65621 members 
Mstep: Class 2 contains 28034 members 
Mstep: Class 3 contains 10961 members 
Mstep: Class 4 contains 58310 members 
Mstep: Class 5 contains 10286 members 
Mstep: Class 6 contains 75910 members 
Mstep: Class 7 contains 5236 members 
Mstep: Class 8 contains 61685 members 
Mstep: Class 9 contains 18776 members 
Mstep: Class 10 contains 64116 members 
Mstep: Class 11 contains 28291 members 
Mstep: Class 12 contains 3962 members 
Mstep: Class 13 contains 74925 members 
Mstep: Class 14 contains 18877 members 
Mstep: Class 15 contains 6687 members 
Mstep: Class 16 contains 15503 members 
Mstep: Class 17 contains 145752 members 
Mstep: Class 18 contains 10970 members 
Mstep: Class 19 contains 47100 members 
Mstep: Class 20 contains 99700 members 
Mstep: Class 22 contains 8281 members 
Mstep: Class 23 contains 40749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87622744.000000 Penalty: 44880.855469
Iteration 14Q: 23 clusters Score -8.762274e+07 nChanged 31096
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 67280 members 
Mstep: Class 2 contains 27523 members 
Mstep: Class 3 contains 11257 members 
Mstep: Class 4 contains 56500 members 
Mstep: Class 5 contains 10375 members 
Mstep: Class 6 contains 76517 members 
Mstep: Class 7 contains 5164 members 
Mstep: Class 8 contains 60652 members 
Mstep: Class 9 contains 17795 members 
Mstep: Class 10 contains 62913 members 
Mstep: Class 11 contains 28687 members 
Mstep: Class 12 contains 4200 members 
Mstep: Class 13 contains 74331 members 
Mstep: Class 14 contains 18736 members 
Mstep: Class 15 contains 6942 members 
Mstep: Class 16 contains 14946 members 
Mstep: Class 17 contains 142375 members 
Mstep: Class 18 contains 10755 members 
Mstep: Class 19 contains 49466 members 
Mstep: Class 20 contains 103436 members 
Mstep: Class 22 contains 8224 members 
Mstep: Class 23 contains 41658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87638056.000000 Penalty: 44880.855469
Iteration 15Q: 23 clusters Score -8.763806e+07 nChanged 28316
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 69008 members 
Mstep: Class 2 contains 27137 members 
Mstep: Class 3 contains 11516 members 
Mstep: Class 4 contains 54165 members 
Mstep: Class 5 contains 10457 members 
Mstep: Class 6 contains 76754 members 
Mstep: Class 7 contains 5120 members 
Mstep: Class 8 contains 60097 members 
Mstep: Class 9 contains 17029 members 
Mstep: Class 10 contains 61756 members 
Mstep: Class 11 contains 29007 members 
Mstep: Class 12 contains 4449 members 
Mstep: Class 13 contains 73673 members 
Mstep: Class 14 contains 19019 members 
Mstep: Class 15 contains 7343 members 
Mstep: Class 16 contains 14466 members 
Mstep: Class 17 contains 138908 members 
Mstep: Class 18 contains 10333 members 
Mstep: Class 19 contains 51772 members 
Mstep: Class 20 contains 106917 members 
Mstep: Class 22 contains 8148 members 
Mstep: Class 23 contains 42658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87652224.000000 Penalty: 44880.855469
Iteration 16Q: 23 clusters Score -8.765222e+07 nChanged 26202
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 70414 members 
Mstep: Class 2 contains 26827 members 
Mstep: Class 3 contains 11699 members 
Mstep: Class 4 contains 51601 members 
Mstep: Class 5 contains 10498 members 
Mstep: Class 6 contains 76756 members 
Mstep: Class 7 contains 5068 members 
Mstep: Class 8 contains 59909 members 
Mstep: Class 9 contains 16290 members 
Mstep: Class 10 contains 60610 members 
Mstep: Class 11 contains 29244 members 
Mstep: Class 12 contains 4711 members 
Mstep: Class 13 contains 73017 members 
Mstep: Class 14 contains 19776 members 
Mstep: Class 15 contains 7805 members 
Mstep: Class 16 contains 14100 members 
Mstep: Class 17 contains 135357 members 
Mstep: Class 18 contains 9920 members 
Mstep: Class 19 contains 53934 members 
Mstep: Class 20 contains 110392 members 
Mstep: Class 22 contains 8052 members 
Mstep: Class 23 contains 43752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87663320.000000 Penalty: 44880.855469
Iteration 17Q: 23 clusters Score -8.766332e+07 nChanged 23976
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 71538 members 
Mstep: Class 2 contains 26599 members 
Mstep: Class 3 contains 11847 members 
Mstep: Class 4 contains 49010 members 
Mstep: Class 5 contains 10544 members 
Mstep: Class 6 contains 76491 members 
Mstep: Class 7 contains 4996 members 
Mstep: Class 8 contains 59865 members 
Mstep: Class 9 contains 15684 members 
Mstep: Class 10 contains 59599 members 
Mstep: Class 11 contains 29393 members 
Mstep: Class 12 contains 4923 members 
Mstep: Class 13 contains 72394 members 
Mstep: Class 14 contains 20873 members 
Mstep: Class 15 contains 8294 members 
Mstep: Class 16 contains 13761 members 
Mstep: Class 17 contains 131628 members 
Mstep: Class 18 contains 9535 members 
Mstep: Class 19 contains 55912 members 
Mstep: Class 20 contains 113720 members 
Mstep: Class 22 contains 7993 members 
Mstep: Class 23 contains 45133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87673416.000000 Penalty: 44880.855469
Iteration 18Q: 23 clusters Score -8.767342e+07 nChanged 22245
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 72173 members 
Mstep: Class 2 contains 26417 members 
Mstep: Class 3 contains 12018 members 
Mstep: Class 4 contains 46585 members 
Mstep: Class 5 contains 10645 members 
Mstep: Class 6 contains 76127 members 
Mstep: Class 7 contains 4916 members 
Mstep: Class 8 contains 59845 members 
Mstep: Class 9 contains 15122 members 
Mstep: Class 10 contains 58718 members 
Mstep: Class 11 contains 29470 members 
Mstep: Class 12 contains 5129 members 
Mstep: Class 13 contains 71686 members 
Mstep: Class 14 contains 22256 members 
Mstep: Class 15 contains 8752 members 
Mstep: Class 16 contains 13478 members 
Mstep: Class 17 contains 127885 members 
Mstep: Class 18 contains 9213 members 
Mstep: Class 19 contains 57752 members 
Mstep: Class 20 contains 116973 members 
Mstep: Class 22 contains 7902 members 
Mstep: Class 23 contains 46671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87682464.000000 Penalty: 44880.855469
Iteration 19Q: 23 clusters Score -8.768246e+07 nChanged 20732
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 72513 members 
Mstep: Class 2 contains 26293 members 
Mstep: Class 3 contains 12127 members 
Mstep: Class 4 contains 44288 members 
Mstep: Class 5 contains 10740 members 
Mstep: Class 6 contains 75762 members 
Mstep: Class 7 contains 4845 members 
Mstep: Class 8 contains 59849 members 
Mstep: Class 9 contains 14624 members 
Mstep: Class 10 contains 57936 members 
Mstep: Class 11 contains 29504 members 
Mstep: Class 12 contains 5322 members 
Mstep: Class 13 contains 70860 members 
Mstep: Class 14 contains 23922 members 
Mstep: Class 15 contains 9142 members 
Mstep: Class 16 contains 13224 members 
Mstep: Class 17 contains 124120 members 
Mstep: Class 18 contains 8991 members 
Mstep: Class 19 contains 59490 members 
Mstep: Class 20 contains 119926 members 
Mstep: Class 22 contains 7824 members 
Mstep: Class 23 contains 48430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87692296.000000 Penalty: 44880.855469
Iteration 20F: 23 clusters Score -8.76923e+07 nChanged 20880
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 72663 members 
Mstep: Class 2 contains 26147 members 
Mstep: Class 3 contains 12233 members 
Mstep: Class 4 contains 42125 members 
Mstep: Class 5 contains 10827 members 
Mstep: Class 6 contains 75388 members 
Mstep: Class 7 contains 4826 members 
Mstep: Class 8 contains 59865 members 
Mstep: Class 9 contains 14149 members 
Mstep: Class 10 contains 57199 members 
Mstep: Class 11 contains 29513 members 
Mstep: Class 12 contains 5910 members 
Mstep: Class 13 contains 69799 members 
Mstep: Class 14 contains 25666 members 
Mstep: Class 15 contains 10312 members 
Mstep: Class 16 contains 12992 members 
Mstep: Class 17 contains 120163 members 
Mstep: Class 18 contains 8179 members 
Mstep: Class 19 contains 60969 members 
Mstep: Class 20 contains 122848 members 
Mstep: Class 22 contains 7683 members 
Mstep: Class 23 contains 50280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87701888.000000 Penalty: 44880.855469
Iteration 21Q: 23 clusters Score -8.770189e+07 nChanged 20582
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 72634 members 
Mstep: Class 2 contains 25998 members 
Mstep: Class 3 contains 12339 members 
Mstep: Class 4 contains 40421 members 
Mstep: Class 5 contains 10865 members 
Mstep: Class 6 contains 74916 members 
Mstep: Class 7 contains 4843 members 
Mstep: Class 8 contains 59915 members 
Mstep: Class 9 contains 13740 members 
Mstep: Class 10 contains 56584 members 
Mstep: Class 11 contains 29503 members 
Mstep: Class 12 contains 6573 members 
Mstep: Class 13 contains 68624 members 
Mstep: Class 14 contains 27278 members 
Mstep: Class 15 contains 11366 members 
Mstep: Class 16 contains 12726 members 
Mstep: Class 17 contains 116138 members 
Mstep: Class 18 contains 7628 members 
Mstep: Class 19 contains 62257 members 
Mstep: Class 20 contains 125632 members 
Mstep: Class 22 contains 7483 members 
Mstep: Class 23 contains 52274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87711304.000000 Penalty: 44880.855469
Iteration 22Q: 23 clusters Score -8.77113e+07 nChanged 19785
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 72512 members 
Mstep: Class 2 contains 25848 members 
Mstep: Class 3 contains 12381 members 
Mstep: Class 4 contains 38976 members 
Mstep: Class 5 contains 10921 members 
Mstep: Class 6 contains 74234 members 
Mstep: Class 7 contains 4925 members 
Mstep: Class 8 contains 59973 members 
Mstep: Class 9 contains 13411 members 
Mstep: Class 10 contains 56134 members 
Mstep: Class 11 contains 29476 members 
Mstep: Class 12 contains 7302 members 
Mstep: Class 13 contains 67455 members 
Mstep: Class 14 contains 28705 members 
Mstep: Class 15 contains 12446 members 
Mstep: Class 16 contains 12360 members 
Mstep: Class 17 contains 112075 members 
Mstep: Class 18 contains 7249 members 
Mstep: Class 19 contains 63375 members 
Mstep: Class 20 contains 128402 members 
Mstep: Class 22 contains 7354 members 
Mstep: Class 23 contains 54223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87718832.000000 Penalty: 44880.855469
Iteration 23Q: 23 clusters Score -8.771883e+07 nChanged 19136
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 72363 members 
Mstep: Class 2 contains 25744 members 
Mstep: Class 3 contains 12403 members 
Mstep: Class 4 contains 37727 members 
Mstep: Class 5 contains 10942 members 
Mstep: Class 6 contains 73113 members 
Mstep: Class 7 contains 5107 members 
Mstep: Class 8 contains 60052 members 
Mstep: Class 9 contains 13176 members 
Mstep: Class 10 contains 55773 members 
Mstep: Class 11 contains 29425 members 
Mstep: Class 12 contains 7979 members 
Mstep: Class 13 contains 66271 members 
Mstep: Class 14 contains 29964 members 
Mstep: Class 15 contains 13445 members 
Mstep: Class 16 contains 11977 members 
Mstep: Class 17 contains 108135 members 
Mstep: Class 18 contains 7051 members 
Mstep: Class 19 contains 64378 members 
Mstep: Class 20 contains 131292 members 
Mstep: Class 22 contains 7255 members 
Mstep: Class 23 contains 56164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87726120.000000 Penalty: 44880.855469
Iteration 24Q: 23 clusters Score -8.772612e+07 nChanged 18155
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 72188 members 
Mstep: Class 2 contains 25686 members 
Mstep: Class 3 contains 12394 members 
Mstep: Class 4 contains 36676 members 
Mstep: Class 5 contains 11004 members 
Mstep: Class 6 contains 71732 members 
Mstep: Class 7 contains 5410 members 
Mstep: Class 8 contains 60090 members 
Mstep: Class 9 contains 13044 members 
Mstep: Class 10 contains 55506 members 
Mstep: Class 11 contains 29382 members 
Mstep: Class 12 contains 8549 members 
Mstep: Class 13 contains 65120 members 
Mstep: Class 14 contains 31002 members 
Mstep: Class 15 contains 14372 members 
Mstep: Class 16 contains 11626 members 
Mstep: Class 17 contains 104269 members 
Mstep: Class 18 contains 6906 members 
Mstep: Class 19 contains 65382 members 
Mstep: Class 20 contains 134179 members 
Mstep: Class 22 contains 7200 members 
Mstep: Class 23 contains 58019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87732208.000000 Penalty: 44880.855469
Iteration 25Q: 23 clusters Score -8.773221e+07 nChanged 17221
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 72090 members 
Mstep: Class 2 contains 25619 members 
Mstep: Class 3 contains 12383 members 
Mstep: Class 4 contains 35753 members 
Mstep: Class 5 contains 11018 members 
Mstep: Class 6 contains 70096 members 
Mstep: Class 7 contains 5819 members 
Mstep: Class 8 contains 60148 members 
Mstep: Class 9 contains 12994 members 
Mstep: Class 10 contains 55228 members 
Mstep: Class 11 contains 29348 members 
Mstep: Class 12 contains 9003 members 
Mstep: Class 13 contains 64086 members 
Mstep: Class 14 contains 31964 members 
Mstep: Class 15 contains 15199 members 
Mstep: Class 16 contains 11249 members 
Mstep: Class 17 contains 100643 members 
Mstep: Class 18 contains 6857 members 
Mstep: Class 19 contains 66436 members 
Mstep: Class 20 contains 136883 members 
Mstep: Class 22 contains 7165 members 
Mstep: Class 23 contains 59755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87738600.000000 Penalty: 44880.855469
Iteration 26Q: 23 clusters Score -8.77386e+07 nChanged 16505
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 71968 members 
Mstep: Class 2 contains 25518 members 
Mstep: Class 3 contains 12359 members 
Mstep: Class 4 contains 34869 members 
Mstep: Class 5 contains 11022 members 
Mstep: Class 6 contains 68453 members 
Mstep: Class 7 contains 6315 members 
Mstep: Class 8 contains 60206 members 
Mstep: Class 9 contains 12972 members 
Mstep: Class 10 contains 55010 members 
Mstep: Class 11 contains 29304 members 
Mstep: Class 12 contains 9378 members 
Mstep: Class 13 contains 63124 members 
Mstep: Class 14 contains 32825 members 
Mstep: Class 15 contains 15954 members 
Mstep: Class 16 contains 10934 members 
Mstep: Class 17 contains 97327 members 
Mstep: Class 18 contains 6843 members 
Mstep: Class 19 contains 67439 members 
Mstep: Class 20 contains 139346 members 
Mstep: Class 22 contains 7153 members 
Mstep: Class 23 contains 61417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87743336.000000 Penalty: 44880.855469
Iteration 27Q: 23 clusters Score -8.774334e+07 nChanged 15732
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 71825 members 
Mstep: Class 2 contains 25342 members 
Mstep: Class 3 contains 12299 members 
Mstep: Class 4 contains 34047 members 
Mstep: Class 5 contains 11018 members 
Mstep: Class 6 contains 66763 members 
Mstep: Class 7 contains 6819 members 
Mstep: Class 8 contains 60258 members 
Mstep: Class 9 contains 12967 members 
Mstep: Class 10 contains 54778 members 
Mstep: Class 11 contains 29261 members 
Mstep: Class 12 contains 9660 members 
Mstep: Class 13 contains 62223 members 
Mstep: Class 14 contains 33660 members 
Mstep: Class 15 contains 16650 members 
Mstep: Class 16 contains 10659 members 
Mstep: Class 17 contains 94181 members 
Mstep: Class 18 contains 6851 members 
Mstep: Class 19 contains 68517 members 
Mstep: Class 20 contains 141788 members 
Mstep: Class 22 contains 7162 members 
Mstep: Class 23 contains 63007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87748936.000000 Penalty: 44880.855469
Iteration 28Q: 23 clusters Score -8.774894e+07 nChanged 14627
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 71669 members 
Mstep: Class 2 contains 25128 members 
Mstep: Class 3 contains 12273 members 
Mstep: Class 4 contains 33347 members 
Mstep: Class 5 contains 11004 members 
Mstep: Class 6 contains 65025 members 
Mstep: Class 7 contains 7281 members 
Mstep: Class 8 contains 60341 members 
Mstep: Class 9 contains 12970 members 
Mstep: Class 10 contains 54565 members 
Mstep: Class 11 contains 29217 members 
Mstep: Class 12 contains 9877 members 
Mstep: Class 13 contains 61382 members 
Mstep: Class 14 contains 34446 members 
Mstep: Class 15 contains 17304 members 
Mstep: Class 16 contains 10400 members 
Mstep: Class 17 contains 91499 members 
Mstep: Class 18 contains 6824 members 
Mstep: Class 19 contains 69664 members 
Mstep: Class 20 contains 143759 members 
Mstep: Class 22 contains 7177 members 
Mstep: Class 23 contains 64583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87752688.000000 Penalty: 44880.855469
Iteration 29Q: 23 clusters Score -8.775269e+07 nChanged 13407
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 71548 members 
Mstep: Class 2 contains 24980 members 
Mstep: Class 3 contains 12244 members 
Mstep: Class 4 contains 32675 members 
Mstep: Class 5 contains 10997 members 
Mstep: Class 6 contains 63301 members 
Mstep: Class 7 contains 7707 members 
Mstep: Class 8 contains 60465 members 
Mstep: Class 9 contains 12961 members 
Mstep: Class 10 contains 54336 members 
Mstep: Class 11 contains 29168 members 
Mstep: Class 12 contains 10061 members 
Mstep: Class 13 contains 60734 members 
Mstep: Class 14 contains 35181 members 
Mstep: Class 15 contains 17897 members 
Mstep: Class 16 contains 10135 members 
Mstep: Class 17 contains 89179 members 
Mstep: Class 18 contains 6796 members 
Mstep: Class 19 contains 70733 members 
Mstep: Class 20 contains 145313 members 
Mstep: Class 22 contains 7202 members 
Mstep: Class 23 contains 66122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87756272.000000 Penalty: 44880.855469
Iteration 30Q: 23 clusters Score -8.775627e+07 nChanged 12065
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 71427 members 
Mstep: Class 2 contains 24804 members 
Mstep: Class 3 contains 12229 members 
Mstep: Class 4 contains 32008 members 
Mstep: Class 5 contains 11007 members 
Mstep: Class 6 contains 61737 members 
Mstep: Class 7 contains 8058 members 
Mstep: Class 8 contains 60555 members 
Mstep: Class 9 contains 12957 members 
Mstep: Class 10 contains 54100 members 
Mstep: Class 11 contains 29131 members 
Mstep: Class 12 contains 10240 members 
Mstep: Class 13 contains 60164 members 
Mstep: Class 14 contains 35916 members 
Mstep: Class 15 contains 18427 members 
Mstep: Class 16 contains 9868 members 
Mstep: Class 17 contains 87194 members 
Mstep: Class 18 contains 6776 members 
Mstep: Class 19 contains 71785 members 
Mstep: Class 20 contains 146534 members 
Mstep: Class 22 contains 7219 members 
Mstep: Class 23 contains 67599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87759560.000000 Penalty: 44880.855469
Iteration 31Q: 23 clusters Score -8.775956e+07 nChanged 10992
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 71336 members 
Mstep: Class 2 contains 24612 members 
Mstep: Class 3 contains 12227 members 
Mstep: Class 4 contains 31269 members 
Mstep: Class 5 contains 11008 members 
Mstep: Class 6 contains 60269 members 
Mstep: Class 7 contains 8394 members 
Mstep: Class 8 contains 60629 members 
Mstep: Class 9 contains 12947 members 
Mstep: Class 10 contains 53865 members 
Mstep: Class 11 contains 29119 members 
Mstep: Class 12 contains 10410 members 
Mstep: Class 13 contains 59600 members 
Mstep: Class 14 contains 36753 members 
Mstep: Class 15 contains 18936 members 
Mstep: Class 16 contains 9627 members 
Mstep: Class 17 contains 85557 members 
Mstep: Class 18 contains 6749 members 
Mstep: Class 19 contains 72821 members 
Mstep: Class 20 contains 147359 members 
Mstep: Class 22 contains 7220 members 
Mstep: Class 23 contains 69027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87761952.000000 Penalty: 44880.855469
Iteration 32Q: 23 clusters Score -8.776195e+07 nChanged 10083
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 71226 members 
Mstep: Class 2 contains 24440 members 
Mstep: Class 3 contains 12216 members 
Mstep: Class 4 contains 30536 members 
Mstep: Class 5 contains 10971 members 
Mstep: Class 6 contains 58821 members 
Mstep: Class 7 contains 8700 members 
Mstep: Class 8 contains 60712 members 
Mstep: Class 9 contains 12937 members 
Mstep: Class 10 contains 53665 members 
Mstep: Class 11 contains 29106 members 
Mstep: Class 12 contains 10561 members 
Mstep: Class 13 contains 59136 members 
Mstep: Class 14 contains 37674 members 
Mstep: Class 15 contains 19410 members 
Mstep: Class 16 contains 9376 members 
Mstep: Class 17 contains 84162 members 
Mstep: Class 18 contains 6737 members 
Mstep: Class 19 contains 73774 members 
Mstep: Class 20 contains 147929 members 
Mstep: Class 22 contains 7228 members 
Mstep: Class 23 contains 70417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87763552.000000 Penalty: 44880.855469
Iteration 33Q: 23 clusters Score -8.776355e+07 nChanged 9058
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 71192 members 
Mstep: Class 2 contains 24275 members 
Mstep: Class 3 contains 12210 members 
Mstep: Class 4 contains 29740 members 
Mstep: Class 5 contains 10940 members 
Mstep: Class 6 contains 57500 members 
Mstep: Class 7 contains 8971 members 
Mstep: Class 8 contains 60788 members 
Mstep: Class 9 contains 12935 members 
Mstep: Class 10 contains 53406 members 
Mstep: Class 11 contains 29099 members 
Mstep: Class 12 contains 10682 members 
Mstep: Class 13 contains 58703 members 
Mstep: Class 14 contains 38632 members 
Mstep: Class 15 contains 19812 members 
Mstep: Class 16 contains 9129 members 
Mstep: Class 17 contains 83056 members 
Mstep: Class 18 contains 6705 members 
Mstep: Class 19 contains 74668 members 
Mstep: Class 20 contains 148249 members 
Mstep: Class 22 contains 7243 members 
Mstep: Class 23 contains 71799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87765616.000000 Penalty: 44880.855469
Iteration 34Q: 23 clusters Score -8.776562e+07 nChanged 8340
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 71139 members 
Mstep: Class 2 contains 24125 members 
Mstep: Class 3 contains 12195 members 
Mstep: Class 4 contains 28866 members 
Mstep: Class 5 contains 10930 members 
Mstep: Class 6 contains 56217 members 
Mstep: Class 7 contains 9192 members 
Mstep: Class 8 contains 60855 members 
Mstep: Class 9 contains 12933 members 
Mstep: Class 10 contains 53155 members 
Mstep: Class 11 contains 29088 members 
Mstep: Class 12 contains 10773 members 
Mstep: Class 13 contains 58368 members 
Mstep: Class 14 contains 39655 members 
Mstep: Class 15 contains 20164 members 
Mstep: Class 16 contains 8921 members 
Mstep: Class 17 contains 82162 members 
Mstep: Class 18 contains 6684 members 
Mstep: Class 19 contains 75541 members 
Mstep: Class 20 contains 148367 members 
Mstep: Class 22 contains 7263 members 
Mstep: Class 23 contains 73141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87766728.000000 Penalty: 44880.855469
Iteration 35Q: 23 clusters Score -8.776673e+07 nChanged 7918
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 71065 members 
Mstep: Class 2 contains 23985 members 
Mstep: Class 3 contains 12173 members 
Mstep: Class 4 contains 27880 members 
Mstep: Class 5 contains 10916 members 
Mstep: Class 6 contains 54878 members 
Mstep: Class 7 contains 9369 members 
Mstep: Class 8 contains 60912 members 
Mstep: Class 9 contains 12933 members 
Mstep: Class 10 contains 52904 members 
Mstep: Class 11 contains 29071 members 
Mstep: Class 12 contains 10843 members 
Mstep: Class 13 contains 58074 members 
Mstep: Class 14 contains 40824 members 
Mstep: Class 15 contains 20541 members 
Mstep: Class 16 contains 8699 members 
Mstep: Class 17 contains 81485 members 
Mstep: Class 18 contains 6646 members 
Mstep: Class 19 contains 76400 members 
Mstep: Class 20 contains 148405 members 
Mstep: Class 22 contains 7283 members 
Mstep: Class 23 contains 74448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87768216.000000 Penalty: 44880.855469
Iteration 36Q: 23 clusters Score -8.776822e+07 nChanged 7380
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 70971 members 
Mstep: Class 2 contains 23845 members 
Mstep: Class 3 contains 12164 members 
Mstep: Class 4 contains 26861 members 
Mstep: Class 5 contains 10901 members 
Mstep: Class 6 contains 53652 members 
Mstep: Class 7 contains 9520 members 
Mstep: Class 8 contains 60962 members 
Mstep: Class 9 contains 12931 members 
Mstep: Class 10 contains 52690 members 
Mstep: Class 11 contains 29065 members 
Mstep: Class 12 contains 10922 members 
Mstep: Class 13 contains 57753 members 
Mstep: Class 14 contains 42055 members 
Mstep: Class 15 contains 20893 members 
Mstep: Class 16 contains 8483 members 
Mstep: Class 17 contains 80970 members 
Mstep: Class 18 contains 6608 members 
Mstep: Class 19 contains 77185 members 
Mstep: Class 20 contains 148392 members 
Mstep: Class 22 contains 7299 members 
Mstep: Class 23 contains 75612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87769408.000000 Penalty: 44880.855469
Iteration 37Q: 23 clusters Score -8.776941e+07 nChanged 6926
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 70911 members 
Mstep: Class 2 contains 23697 members 
Mstep: Class 3 contains 12158 members 
Mstep: Class 4 contains 25845 members 
Mstep: Class 5 contains 10884 members 
Mstep: Class 6 contains 52444 members 
Mstep: Class 7 contains 9655 members 
Mstep: Class 8 contains 61019 members 
Mstep: Class 9 contains 12931 members 
Mstep: Class 10 contains 52458 members 
Mstep: Class 11 contains 29054 members 
Mstep: Class 12 contains 10989 members 
Mstep: Class 13 contains 57503 members 
Mstep: Class 14 contains 43281 members 
Mstep: Class 15 contains 21237 members 
Mstep: Class 16 contains 8264 members 
Mstep: Class 17 contains 80583 members 
Mstep: Class 18 contains 6581 members 
Mstep: Class 19 contains 77916 members 
Mstep: Class 20 contains 148295 members 
Mstep: Class 22 contains 7319 members 
Mstep: Class 23 contains 76710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87771056.000000 Penalty: 44880.855469
Iteration 38Q: 23 clusters Score -8.777106e+07 nChanged 6630
Entering ConstructFrom: 
Score: -87771056.000000 Penalty: 44880.855469
Entering ConstructFrom: 
Trying to split cluster 1 (70856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70856 members 
Entering Unmasked Estep 
Score: -7077091.000000 Penalty: 1661.858643
	Iteration 0F: 2 clusters Score -7077091 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35443 members 
Mstep: Class 2 contains 35413 members 
Entering Unmasked Estep 
Score: -7030761.000000 Penalty: 3323.717285
	Iteration 0F: 3 clusters Score -7030761 nChanged 33129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35176 members 
Mstep: Class 2 contains 35680 members 
Entering Unmasked Estep 
Score: -7049569.000000 Penalty: 3323.717285
	Iteration 1F: 3 clusters Score -7049569 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34667 members 
Mstep: Class 2 contains 36189 members 
Entering Unmasked Estep 
Score: -7050769.000000 Penalty: 3323.717285
	Iteration 2Q: 3 clusters Score -7050769 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33783 members 
Mstep: Class 2 contains 37073 members 
Entering Unmasked Estep 
Score: -7053351.500000 Penalty: 3323.717285
	Iteration 3F: 3 clusters Score -7053352 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32648 members 
Mstep: Class 2 contains 38208 members 
Entering Unmasked Estep 
Score: -7059463.500000 Penalty: 3323.717285
	Iteration 4F: 3 clusters Score -7059464 nChanged 6280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32516 members 
Mstep: Class 2 contains 38340 members 
Entering Unmasked Estep 
Score: -7070124.500000 Penalty: 3323.717285
	Iteration 5F: 3 clusters Score -7070124 nChanged 7072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35482 members 
Mstep: Class 2 contains 35374 members 
Entering Unmasked Estep 
Score: -7079695.500000 Penalty: 3323.717285
	Iteration 6F: 3 clusters Score -7079696 nChanged 6699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40171 members 
Mstep: Class 2 contains 30685 members 
Entering Unmasked Estep 
Score: -7086576.500000 Penalty: 3323.717285
	Iteration 7F: 3 clusters Score -7086576 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44653 members 
Mstep: Class 2 contains 26203 members 
Entering Unmasked Estep 
Score: -7091836.000000 Penalty: 3323.717285
	Iteration 8F: 3 clusters Score -7091836 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48289 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -7096323.000000 Penalty: 3323.717285
	Iteration 9F: 3 clusters Score -7096323 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51108 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -7100236.000000 Penalty: 3323.717285
	Iteration 10Q: 3 clusters Score -7100236 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53319 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -7104515.000000 Penalty: 3323.717285
	Iteration 11Q: 3 clusters Score -7104515 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55014 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -7111168.500000 Penalty: 3323.717285
	Iteration 12Q: 3 clusters Score -7111168 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55965 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -7119016.500000 Penalty: 3323.717285
	Iteration 13Q: 3 clusters Score -7119016 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56201 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -7120216.000000 Penalty: 3323.717285
	Iteration 14Q: 3 clusters Score -7120216 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56278 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -7120355.000000 Penalty: 3323.717285
	Iteration 15Q: 3 clusters Score -7120355 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56306 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -7120357.500000 Penalty: 3323.717285
	Iteration 16Q: 3 clusters Score -7120358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56315 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -7120367.000000 Penalty: 3323.717285
	Iteration 17Q: 3 clusters Score -7120367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56319 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -7120372.500000 Penalty: 3323.717285
	Iteration 18Q: 3 clusters Score -7120372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56319 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -7120372.500000 Penalty: 3323.717285
	Iteration 19F: 3 clusters Score -7120372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 56319 members 
Mstep: Class 2 contains 23553 members 
Mstep: Class 3 contains 12142 members 
Mstep: Class 4 contains 24874 members 
Mstep: Class 5 contains 10863 members 
Mstep: Class 6 contains 51243 members 
Mstep: Class 7 contains 9787 members 
Mstep: Class 8 contains 61031 members 
Mstep: Class 9 contains 12928 members 
Mstep: Class 10 contains 52210 members 
Mstep: Class 11 contains 29056 members 
Mstep: Class 12 contains 11066 members 
Mstep: Class 13 contains 57274 members 
Mstep: Class 14 contains 44557 members 
Mstep: Class 15 contains 21551 members 
Mstep: Class 16 contains 8041 members 
Mstep: Class 17 contains 80286 members 
Mstep: Class 18 contains 6551 members 
Mstep: Class 19 contains 78643 members 
Mstep: Class 20 contains 148157 members 
Mstep: Class 21 contains 14537 members 
Mstep: Class 22 contains 7340 members 
Mstep: Class 23 contains 77725 members 
Entering Unmasked Estep 
Score: -87814560.000000 Penalty: 46920.894531
Splitting cluster 1 changes total score from -87771056.000000 to -87814560.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 2 (23553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Entering Unmasked Estep 
Score: -2304364.000000 Penalty: 1497.970947
	Iteration 0F: 2 clusters Score -2304364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -2289077.750000 Penalty: 2995.941895
	Iteration 0F: 3 clusters Score -2289078 nChanged 10466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -2295069.750000 Penalty: 2995.941895
	Iteration 1F: 3 clusters Score -2295070 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -2295664.750000 Penalty: 2995.941895
	Iteration 2F: 3 clusters Score -2295665 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -2296270.500000 Penalty: 2995.941895
	Iteration 3F: 3 clusters Score -2296270 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -2296952.500000 Penalty: 2995.941895
	Iteration 4F: 3 clusters Score -2296952 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -2297690.000000 Penalty: 2995.941895
	Iteration 5F: 3 clusters Score -2297690 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -2298454.000000 Penalty: 2995.941895
	Iteration 6F: 3 clusters Score -2298454 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -2299296.000000 Penalty: 2995.941895
	Iteration 7F: 3 clusters Score -2299296 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -2300198.000000 Penalty: 2995.941895
	Iteration 8F: 3 clusters Score -2300198 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -2301069.500000 Penalty: 2995.941895
	Iteration 9Q: 3 clusters Score -2301070 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -2301804.500000 Penalty: 2995.941895
	Iteration 10Q: 3 clusters Score -2301804 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -2302396.000000 Penalty: 2995.941895
	Iteration 11Q: 3 clusters Score -2302396 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -2302831.250000 Penalty: 2995.941895
	Iteration 12Q: 3 clusters Score -2302831 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -2303115.500000 Penalty: 2995.941895
	Iteration 13Q: 3 clusters Score -2303116 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -2303354.000000 Penalty: 2995.941895
	Iteration 14Q: 3 clusters Score -2303354 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
Score: -2303564.250000 Penalty: 2995.941895
	Iteration 15Q: 3 clusters Score -2303564 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -2303750.500000 Penalty: 2995.941895
	Iteration 16Q: 3 clusters Score -2303750 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -2303896.750000 Penalty: 2995.941895
	Iteration 17Q: 3 clusters Score -2303897 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -2304016.750000 Penalty: 2995.941895
	Iteration 18Q: 3 clusters Score -2304017 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -2304103.750000 Penalty: 2995.941895
	Iteration 19Q: 3 clusters Score -2304104 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -2304206.500000 Penalty: 2995.941895
	Iteration 20F: 3 clusters Score -2304206 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -2304279.250000 Penalty: 2995.941895
	Iteration 21Q: 3 clusters Score -2304279 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -2304372.000000 Penalty: 2995.941895
	Iteration 22Q: 3 clusters Score -2304372 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -2304467.250000 Penalty: 2995.941895
	Iteration 23Q: 3 clusters Score -2304467 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -2304567.000000 Penalty: 2995.941895
	Iteration 24Q: 3 clusters Score -2304567 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -2304657.750000 Penalty: 2995.941895
	Iteration 25Q: 3 clusters Score -2304658 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -2304743.000000 Penalty: 2995.941895
	Iteration 26Q: 3 clusters Score -2304743 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -2304821.000000 Penalty: 2995.941895
	Iteration 27Q: 3 clusters Score -2304821 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -2304890.250000 Penalty: 2995.941895
	Iteration 28Q: 3 clusters Score -2304890 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -2304931.250000 Penalty: 2995.941895
	Iteration 29Q: 3 clusters Score -2304931 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -2304966.000000 Penalty: 2995.941895
	Iteration 30Q: 3 clusters Score -2304966 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -2304984.750000 Penalty: 2995.941895
	Iteration 31Q: 3 clusters Score -2304985 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -2305000.250000 Penalty: 2995.941895
	Iteration 32Q: 3 clusters Score -2305000 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -2305013.750000 Penalty: 2995.941895
	Iteration 33Q: 3 clusters Score -2305014 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -2305015.250000 Penalty: 2995.941895
	Iteration 34Q: 3 clusters Score -2305015 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -2305018.750000 Penalty: 2995.941895
	Iteration 35Q: 3 clusters Score -2305019 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -2305028.000000 Penalty: 2995.941895
	Iteration 36Q: 3 clusters Score -2305028 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -2305037.750000 Penalty: 2995.941895
	Iteration 37Q: 3 clusters Score -2305038 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -2305039.250000 Penalty: 2995.941895
	Iteration 38Q: 3 clusters Score -2305039 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -2305051.750000 Penalty: 2995.941895
	Iteration 39Q: 3 clusters Score -2305052 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -2305076.500000 Penalty: 2995.941895
	Iteration 40F: 3 clusters Score -2305076 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -2305087.250000 Penalty: 2995.941895
	Iteration 41Q: 3 clusters Score -2305087 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -2305095.250000 Penalty: 2995.941895
	Iteration 42Q: 3 clusters Score -2305095 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -2305115.750000 Penalty: 2995.941895
	Iteration 43Q: 3 clusters Score -2305116 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -2305128.500000 Penalty: 2995.941895
	Iteration 44Q: 3 clusters Score -2305128 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -2305146.500000 Penalty: 2995.941895
	Iteration 45Q: 3 clusters Score -2305146 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -2305156.500000 Penalty: 2995.941895
	Iteration 46Q: 3 clusters Score -2305156 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -2305162.000000 Penalty: 2995.941895
	Iteration 47Q: 3 clusters Score -2305162 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -2305164.000000 Penalty: 2995.941895
	Iteration 48Q: 3 clusters Score -2305164 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -2305169.500000 Penalty: 2995.941895
	Iteration 49Q: 3 clusters Score -2305170 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -2305175.750000 Penalty: 2995.941895
	Iteration 50Q: 3 clusters Score -2305176 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -2305185.250000 Penalty: 2995.941895
	Iteration 51Q: 3 clusters Score -2305185 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -2305196.000000 Penalty: 2995.941895
	Iteration 52Q: 3 clusters Score -2305196 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -2305204.750000 Penalty: 2995.941895
	Iteration 53Q: 3 clusters Score -2305205 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -2305209.500000 Penalty: 2995.941895
	Iteration 54Q: 3 clusters Score -2305210 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -2305213.750000 Penalty: 2995.941895
	Iteration 55Q: 3 clusters Score -2305214 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -2305213.250000 Penalty: 2995.941895
	Iteration 56Q: 3 clusters Score -2305213 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -2305215.750000 Penalty: 2995.941895
	Iteration 57Q: 3 clusters Score -2305216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -2305214.250000 Penalty: 2995.941895
	Iteration 58Q: 3 clusters Score -2305214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -2305213.750000 Penalty: 2995.941895
	Iteration 59Q: 3 clusters Score -2305214 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -2305217.750000 Penalty: 2995.941895
	Iteration 60F: 3 clusters Score -2305218 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -2305217.000000 Penalty: 2995.941895
	Iteration 61Q: 3 clusters Score -2305217 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -2305217.500000 Penalty: 2995.941895
	Iteration 62Q: 3 clusters Score -2305218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -2305219.250000 Penalty: 2995.941895
	Iteration 63Q: 3 clusters Score -2305219 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -2305222.000000 Penalty: 2995.941895
	Iteration 64Q: 3 clusters Score -2305222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -2305221.250000 Penalty: 2995.941895
	Iteration 65Q: 3 clusters Score -2305221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -2305226.250000 Penalty: 2995.941895
	Iteration 66Q: 3 clusters Score -2305226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -2305227.000000 Penalty: 2995.941895
	Iteration 67Q: 3 clusters Score -2305227 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -2305230.250000 Penalty: 2995.941895
	Iteration 68Q: 3 clusters Score -2305230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -2305233.000000 Penalty: 2995.941895
	Iteration 69Q: 3 clusters Score -2305233 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -2305235.750000 Penalty: 2995.941895
	Iteration 70Q: 3 clusters Score -2305236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -2305234.750000 Penalty: 2995.941895
	Iteration 71Q: 3 clusters Score -2305235 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -2305235.250000 Penalty: 2995.941895
	Iteration 72Q: 3 clusters Score -2305235 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -2305240.250000 Penalty: 2995.941895
	Iteration 73Q: 3 clusters Score -2305240 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -2305249.000000 Penalty: 2995.941895
	Iteration 74Q: 3 clusters Score -2305249 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -2305246.500000 Penalty: 2995.941895
	Iteration 75Q: 3 clusters Score -2305246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -2305244.500000 Penalty: 2995.941895
	Iteration 76Q: 3 clusters Score -2305244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -2305247.000000 Penalty: 2995.941895
	Iteration 77Q: 3 clusters Score -2305247 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -2305244.750000 Penalty: 2995.941895
	Iteration 78Q: 3 clusters Score -2305245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -2305247.250000 Penalty: 2995.941895
	Iteration 79Q: 3 clusters Score -2305247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -2305245.000000 Penalty: 2995.941895
	Iteration 80F: 3 clusters Score -2305245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -2305245.000000 Penalty: 2995.941895
	Iteration 81Q: 3 clusters Score -2305245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -2305247.750000 Penalty: 2995.941895
	Iteration 82Q: 3 clusters Score -2305248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -2305248.500000 Penalty: 2995.941895
	Iteration 83Q: 3 clusters Score -2305248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -2305244.000000 Penalty: 2995.941895
	Iteration 84Q: 3 clusters Score -2305244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -2305245.250000 Penalty: 2995.941895
	Iteration 85Q: 3 clusters Score -2305245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -2305248.000000 Penalty: 2995.941895
	Iteration 86Q: 3 clusters Score -2305248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -2305248.500000 Penalty: 2995.941895
	Iteration 87Q: 3 clusters Score -2305248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -2305251.250000 Penalty: 2995.941895
	Iteration 88Q: 3 clusters Score -2305251 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -2305248.500000 Penalty: 2995.941895
	Iteration 89Q: 3 clusters Score -2305248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -2305256.000000 Penalty: 2995.941895
	Iteration 90Q: 3 clusters Score -2305256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -2305253.750000 Penalty: 2995.941895
	Iteration 91Q: 3 clusters Score -2305254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -2305254.250000 Penalty: 2995.941895
	Iteration 92Q: 3 clusters Score -2305254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -2305255.000000 Penalty: 2995.941895
	Iteration 93Q: 3 clusters Score -2305255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -2305259.500000 Penalty: 2995.941895
	Iteration 94Q: 3 clusters Score -2305260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -2305257.250000 Penalty: 2995.941895
	Iteration 95Q: 3 clusters Score -2305257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -2305258.000000 Penalty: 2995.941895
	Iteration 96Q: 3 clusters Score -2305258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -2305258.000000 Penalty: 2995.941895
	Iteration 97F: 3 clusters Score -2305258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 56319 members 
Mstep: Class 2 contains 5003 members 
Mstep: Class 3 contains 12142 members 
Mstep: Class 4 contains 24874 members 
Mstep: Class 5 contains 10863 members 
Mstep: Class 6 contains 51243 members 
Mstep: Class 7 contains 9787 members 
Mstep: Class 8 contains 61031 members 
Mstep: Class 9 contains 12928 members 
Mstep: Class 10 contains 52210 members 
Mstep: Class 11 contains 29056 members 
Mstep: Class 12 contains 11066 members 
Mstep: Class 13 contains 57274 members 
Mstep: Class 14 contains 44557 members 
Mstep: Class 15 contains 21551 members 
Mstep: Class 16 contains 8041 members 
Mstep: Class 17 contains 80286 members 
Mstep: Class 18 contains 6551 members 
Mstep: Class 19 contains 78643 members 
Mstep: Class 20 contains 148157 members 
Mstep: Class 21 contains 14537 members 
Mstep: Class 22 contains 7340 members 
Mstep: Class 23 contains 77725 members 
Mstep: Class 24 contains 18550 members 
Entering Unmasked Estep 
Score: -87814712.000000 Penalty: 48960.933594
Splitting cluster 2 changes total score from -87771056.000000 to -87814712.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 3 (12142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Entering Unmasked Estep 
Score: -1123515.250000 Penalty: 1399.378540
	Iteration 0F: 2 clusters Score -1123515 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1115405.375000 Penalty: 2798.757080
	Iteration 0F: 3 clusters Score -1115405 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1118580.125000 Penalty: 2798.757080
	Iteration 1F: 3 clusters Score -1118580 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1119594.875000 Penalty: 2798.757080
	Iteration 2F: 3 clusters Score -1119595 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1120928.875000 Penalty: 2798.757080
	Iteration 3F: 3 clusters Score -1120929 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1122553.125000 Penalty: 2798.757080
	Iteration 4F: 3 clusters Score -1122553 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1123837.250000 Penalty: 2798.757080
	Iteration 5F: 3 clusters Score -1123837 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1124683.000000 Penalty: 2798.757080
	Iteration 6F: 3 clusters Score -1124683 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1125160.500000 Penalty: 2798.757080
	Iteration 7Q: 3 clusters Score -1125160 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1125423.875000 Penalty: 2798.757080
	Iteration 8Q: 3 clusters Score -1125424 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1125530.375000 Penalty: 2798.757080
	Iteration 9Q: 3 clusters Score -1125530 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1125595.875000 Penalty: 2798.757080
	Iteration 10Q: 3 clusters Score -1125596 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1125636.000000 Penalty: 2798.757080
	Iteration 11Q: 3 clusters Score -1125636 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1125665.375000 Penalty: 2798.757080
	Iteration 12Q: 3 clusters Score -1125665 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1125684.250000 Penalty: 2798.757080
	Iteration 13Q: 3 clusters Score -1125684 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1125698.125000 Penalty: 2798.757080
	Iteration 14Q: 3 clusters Score -1125698 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1125712.500000 Penalty: 2798.757080
	Iteration 15Q: 3 clusters Score -1125712 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1125732.875000 Penalty: 2798.757080
	Iteration 16Q: 3 clusters Score -1125733 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1125747.125000 Penalty: 2798.757080
	Iteration 17Q: 3 clusters Score -1125747 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1125757.500000 Penalty: 2798.757080
	Iteration 18Q: 3 clusters Score -1125758 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1125772.250000 Penalty: 2798.757080
	Iteration 19Q: 3 clusters Score -1125772 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1125779.750000 Penalty: 2798.757080
	Iteration 20F: 3 clusters Score -1125780 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1125783.625000 Penalty: 2798.757080
	Iteration 21Q: 3 clusters Score -1125784 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1125787.375000 Penalty: 2798.757080
	Iteration 22Q: 3 clusters Score -1125787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1125791.250000 Penalty: 2798.757080
	Iteration 23Q: 3 clusters Score -1125791 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1125795.625000 Penalty: 2798.757080
	Iteration 24Q: 3 clusters Score -1125796 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1125802.625000 Penalty: 2798.757080
	Iteration 25Q: 3 clusters Score -1125803 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1125805.750000 Penalty: 2798.757080
	Iteration 26Q: 3 clusters Score -1125806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1125810.000000 Penalty: 2798.757080
	Iteration 27Q: 3 clusters Score -1125810 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1125816.250000 Penalty: 2798.757080
	Iteration 28Q: 3 clusters Score -1125816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1125827.250000 Penalty: 2798.757080
	Iteration 29Q: 3 clusters Score -1125827 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1125841.500000 Penalty: 2798.757080
	Iteration 30Q: 3 clusters Score -1125842 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1125868.750000 Penalty: 2798.757080
	Iteration 31Q: 3 clusters Score -1125869 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1125897.375000 Penalty: 2798.757080
	Iteration 32Q: 3 clusters Score -1125897 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1125905.125000 Penalty: 2798.757080
	Iteration 33Q: 3 clusters Score -1125905 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1125913.125000 Penalty: 2798.757080
	Iteration 34Q: 3 clusters Score -1125913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1125915.250000 Penalty: 2798.757080
	Iteration 35Q: 3 clusters Score -1125915 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1125918.500000 Penalty: 2798.757080
	Iteration 36Q: 3 clusters Score -1125918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1125923.125000 Penalty: 2798.757080
	Iteration 37Q: 3 clusters Score -1125923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1125921.750000 Penalty: 2798.757080
	Iteration 38Q: 3 clusters Score -1125922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1125920.875000 Penalty: 2798.757080
	Iteration 39Q: 3 clusters Score -1125921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1125922.500000 Penalty: 2798.757080
	Iteration 40F: 3 clusters Score -1125922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1125922.500000 Penalty: 2798.757080
	Iteration 41Q: 3 clusters Score -1125922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1125923.000000 Penalty: 2798.757080
	Iteration 42Q: 3 clusters Score -1125923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1125923.000000 Penalty: 2798.757080
	Iteration 43F: 3 clusters Score -1125923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 56319 members 
Mstep: Class 2 contains 5003 members 
Mstep: Class 3 contains 3687 members 
Mstep: Class 4 contains 24874 members 
Mstep: Class 5 contains 10863 members 
Mstep: Class 6 contains 51243 members 
Mstep: Class 7 contains 9787 members 
Mstep: Class 8 contains 61031 members 
Mstep: Class 9 contains 12928 members 
Mstep: Class 10 contains 52210 members 
Mstep: Class 11 contains 29056 members 
Mstep: Class 12 contains 11066 members 
Mstep: Class 13 contains 57274 members 
Mstep: Class 14 contains 44557 members 
Mstep: Class 15 contains 21551 members 
Mstep: Class 16 contains 8041 members 
Mstep: Class 17 contains 80286 members 
Mstep: Class 18 contains 6551 members 
Mstep: Class 19 contains 78643 members 
Mstep: Class 20 contains 148157 members 
Mstep: Class 21 contains 14537 members 
Mstep: Class 22 contains 7340 members 
Mstep: Class 23 contains 77725 members 
Mstep: Class 24 contains 18550 members 
Mstep: Class 25 contains 8455 members 
Entering Unmasked Estep 
Score: -87816208.000000 Penalty: 51000.972656
Splitting cluster 3 changes total score from -87771056.000000 to -87816208.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 4 (24874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Entering Unmasked Estep 
Score: -2580303.250000 Penalty: 1506.090820
	Iteration 0F: 2 clusters Score -2580303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -2563935.500000 Penalty: 3012.181641
	Iteration 0F: 3 clusters Score -2563936 nChanged 11227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -2570322.250000 Penalty: 3012.181641
	Iteration 1F: 3 clusters Score -2570322 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -2571117.000000 Penalty: 3012.181641
	Iteration 2F: 3 clusters Score -2571117 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -2572256.500000 Penalty: 3012.181641
	Iteration 3F: 3 clusters Score -2572256 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -2574299.750000 Penalty: 3012.181641
	Iteration 4F: 3 clusters Score -2574300 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -2579033.250000 Penalty: 3012.181641
	Iteration 5F: 3 clusters Score -2579033 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -2588830.250000 Penalty: 3012.181641
	Iteration 6F: 3 clusters Score -2588830 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -2595906.500000 Penalty: 3012.181641
	Iteration 7F: 3 clusters Score -2595906 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -2597798.750000 Penalty: 3012.181641
	Iteration 8Q: 3 clusters Score -2597799 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -2598120.000000 Penalty: 3012.181641
	Iteration 9Q: 3 clusters Score -2598120 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -2598135.750000 Penalty: 3012.181641
	Iteration 10Q: 3 clusters Score -2598136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -2598131.000000 Penalty: 3012.181641
	Iteration 11Q: 3 clusters Score -2598131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -2598132.250000 Penalty: 3012.181641
	Iteration 12Q: 3 clusters Score -2598132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -2598132.250000 Penalty: 3012.181641
	Iteration 13F: 3 clusters Score -2598132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 56319 members 
Mstep: Class 2 contains 5003 members 
Mstep: Class 3 contains 3687 members 
Mstep: Class 4 contains 7750 members 
Mstep: Class 5 contains 10863 members 
Mstep: Class 6 contains 51243 members 
Mstep: Class 7 contains 9787 members 
Mstep: Class 8 contains 61031 members 
Mstep: Class 9 contains 12928 members 
Mstep: Class 10 contains 52210 members 
Mstep: Class 11 contains 29056 members 
Mstep: Class 12 contains 11066 members 
Mstep: Class 13 contains 57274 members 
Mstep: Class 14 contains 44557 members 
Mstep: Class 15 contains 21551 members 
Mstep: Class 16 contains 8041 members 
Mstep: Class 17 contains 80286 members 
Mstep: Class 18 contains 6551 members 
Mstep: Class 19 contains 78643 members 
Mstep: Class 20 contains 148157 members 
Mstep: Class 21 contains 14537 members 
Mstep: Class 22 contains 7340 members 
Mstep: Class 23 contains 77725 members 
Mstep: Class 24 contains 18550 members 
Mstep: Class 25 contains 8455 members 
Mstep: Class 26 contains 17124 members 
Entering Unmasked Estep 
Score: -87833016.000000 Penalty: 53041.007812
Splitting cluster 4 changes total score from -87771056.000000 to -87833016.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 5 (10863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Entering Unmasked Estep 
Score: -1078342.375000 Penalty: 1382.815918
	Iteration 0F: 2 clusters Score -1078342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1071026.875000 Penalty: 2765.631836
	Iteration 0F: 3 clusters Score -1071027 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1073541.750000 Penalty: 2765.631836
	Iteration 1F: 3 clusters Score -1073542 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1073906.125000 Penalty: 2765.631836
	Iteration 2F: 3 clusters Score -1073906 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1074219.500000 Penalty: 2765.631836
	Iteration 3F: 3 clusters Score -1074220 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1074521.750000 Penalty: 2765.631836
	Iteration 4Q: 3 clusters Score -1074522 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1074837.000000 Penalty: 2765.631836
	Iteration 5Q: 3 clusters Score -1074837 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1075201.125000 Penalty: 2765.631836
	Iteration 6Q: 3 clusters Score -1075201 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1075562.125000 Penalty: 2765.631836
	Iteration 7Q: 3 clusters Score -1075562 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1075905.250000 Penalty: 2765.631836
	Iteration 8Q: 3 clusters Score -1075905 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1076242.375000 Penalty: 2765.631836
	Iteration 9Q: 3 clusters Score -1076242 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1076559.375000 Penalty: 2765.631836
	Iteration 10Q: 3 clusters Score -1076559 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1076867.000000 Penalty: 2765.631836
	Iteration 11Q: 3 clusters Score -1076867 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1077163.000000 Penalty: 2765.631836
	Iteration 12Q: 3 clusters Score -1077163 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1077430.125000 Penalty: 2765.631836
	Iteration 13Q: 3 clusters Score -1077430 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1077677.375000 Penalty: 2765.631836
	Iteration 14Q: 3 clusters Score -1077677 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1077903.375000 Penalty: 2765.631836
	Iteration 15Q: 3 clusters Score -1077903 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1078148.375000 Penalty: 2765.631836
	Iteration 16Q: 3 clusters Score -1078148 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1078378.500000 Penalty: 2765.631836
	Iteration 17Q: 3 clusters Score -1078378 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1078586.500000 Penalty: 2765.631836
	Iteration 18Q: 3 clusters Score -1078586 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1078788.250000 Penalty: 2765.631836
	Iteration 19Q: 3 clusters Score -1078788 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1078932.750000 Penalty: 2765.631836
	Iteration 20F: 3 clusters Score -1078933 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1079051.000000 Penalty: 2765.631836
	Iteration 21Q: 3 clusters Score -1079051 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1079133.875000 Penalty: 2765.631836
	Iteration 22Q: 3 clusters Score -1079134 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1079185.750000 Penalty: 2765.631836
	Iteration 23Q: 3 clusters Score -1079186 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1079209.000000 Penalty: 2765.631836
	Iteration 24Q: 3 clusters Score -1079209 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1079219.875000 Penalty: 2765.631836
	Iteration 25Q: 3 clusters Score -1079220 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1079223.625000 Penalty: 2765.631836
	Iteration 26Q: 3 clusters Score -1079224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1079224.000000 Penalty: 2765.631836
	Iteration 27Q: 3 clusters Score -1079224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1079225.125000 Penalty: 2765.631836
	Iteration 28Q: 3 clusters Score -1079225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1079226.750000 Penalty: 2765.631836
	Iteration 29Q: 3 clusters Score -1079227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1079229.000000 Penalty: 2765.631836
	Iteration 30Q: 3 clusters Score -1079229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1079228.875000 Penalty: 2765.631836
	Iteration 31Q: 3 clusters Score -1079229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1079228.750000 Penalty: 2765.631836
	Iteration 32Q: 3 clusters Score -1079229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1079229.875000 Penalty: 2765.631836
	Iteration 33Q: 3 clusters Score -1079230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1079229.000000 Penalty: 2765.631836
	Iteration 34Q: 3 clusters Score -1079229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1079229.250000 Penalty: 2765.631836
	Iteration 35Q: 3 clusters Score -1079229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1079229.125000 Penalty: 2765.631836
	Iteration 36Q: 3 clusters Score -1079229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1079230.625000 Penalty: 2765.631836
	Iteration 37Q: 3 clusters Score -1079231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1079230.625000 Penalty: 2765.631836
	Iteration 38F: 3 clusters Score -1079231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 56319 members 
Mstep: Class 2 contains 5003 members 
Mstep: Class 3 contains 3687 members 
Mstep: Class 4 contains 7750 members 
Mstep: Class 5 contains 3993 members 
Mstep: Class 6 contains 51243 members 
Mstep: Class 7 contains 9787 members 
Mstep: Class 8 contains 61031 members 
Mstep: Class 9 contains 12928 members 
Mstep: Class 10 contains 52210 members 
Mstep: Class 11 contains 29056 members 
Mstep: Class 12 contains 11066 members 
Mstep: Class 13 contains 57274 members 
Mstep: Class 14 contains 44557 members 
Mstep: Class 15 contains 21551 members 
Mstep: Class 16 contains 8041 members 
Mstep: Class 17 contains 80286 members 
Mstep: Class 18 contains 6551 members 
Mstep: Class 19 contains 78643 members 
Mstep: Class 20 contains 148157 members 
Mstep: Class 21 contains 14537 members 
Mstep: Class 22 contains 7340 members 
Mstep: Class 23 contains 77725 members 
Mstep: Class 24 contains 18550 members 
Mstep: Class 25 contains 8455 members 
Mstep: Class 26 contains 17124 members 
Mstep: Class 27 contains 6870 members 
Entering Unmasked Estep 
Score: -87833328.000000 Penalty: 55081.046875
Splitting cluster 5 changes total score from -87771056.000000 to -87833328.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 6 (51243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51243 members 
Entering Unmasked Estep 
Score: -5180350.500000 Penalty: 1613.636963
	Iteration 0F: 2 clusters Score -5180350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 25639 members 
Entering Unmasked Estep 
Score: -5146897.000000 Penalty: 3227.273926
	Iteration 0F: 3 clusters Score -5146897 nChanged 23651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25299 members 
Mstep: Class 2 contains 25944 members 
Entering Unmasked Estep 
Score: -5160086.500000 Penalty: 3227.273926
	Iteration 1F: 3 clusters Score -5160086 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25074 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -5160788.500000 Penalty: 3227.273926
	Iteration 2Q: 3 clusters Score -5160788 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -5161617.000000 Penalty: 3227.273926
	Iteration 3Q: 3 clusters Score -5161617 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24329 members 
Mstep: Class 2 contains 26914 members 
Entering Unmasked Estep 
Score: -5162519.000000 Penalty: 3227.273926
	Iteration 4Q: 3 clusters Score -5162519 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 27536 members 
Entering Unmasked Estep 
Score: -5163761.000000 Penalty: 3227.273926
	Iteration 5Q: 3 clusters Score -5163761 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 28287 members 
Entering Unmasked Estep 
Score: -5165532.000000 Penalty: 3227.273926
	Iteration 6F: 3 clusters Score -5165532 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 29138 members 
Entering Unmasked Estep 
Score: -5167835.500000 Penalty: 3227.273926
	Iteration 7F: 3 clusters Score -5167836 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 29845 members 
Entering Unmasked Estep 
Score: -5170367.500000 Penalty: 3227.273926
	Iteration 8F: 3 clusters Score -5170368 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 30341 members 
Entering Unmasked Estep 
Score: -5172521.500000 Penalty: 3227.273926
	Iteration 9F: 3 clusters Score -5172522 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 30734 members 
Entering Unmasked Estep 
Score: -5174058.500000 Penalty: 3227.273926
	Iteration 10Q: 3 clusters Score -5174058 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 31060 members 
Entering Unmasked Estep 
Score: -5175254.000000 Penalty: 3227.273926
	Iteration 11Q: 3 clusters Score -5175254 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 31348 members 
Entering Unmasked Estep 
Score: -5176448.500000 Penalty: 3227.273926
	Iteration 12Q: 3 clusters Score -5176448 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 31567 members 
Entering Unmasked Estep 
Score: -5177796.500000 Penalty: 3227.273926
	Iteration 13Q: 3 clusters Score -5177796 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 31579 members 
Entering Unmasked Estep 
Score: -5179027.000000 Penalty: 3227.273926
	Iteration 14Q: 3 clusters Score -5179027 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 31490 members 
Entering Unmasked Estep 
Score: -5180109.500000 Penalty: 3227.273926
	Iteration 15Q: 3 clusters Score -5180110 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 31184 members 
Entering Unmasked Estep 
Score: -5180969.500000 Penalty: 3227.273926
	Iteration 16Q: 3 clusters Score -5180970 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 30856 members 
Entering Unmasked Estep 
Score: -5181535.500000 Penalty: 3227.273926
	Iteration 17Q: 3 clusters Score -5181536 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 30511 members 
Entering Unmasked Estep 
Score: -5181885.500000 Penalty: 3227.273926
	Iteration 18Q: 3 clusters Score -5181886 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 30178 members 
Entering Unmasked Estep 
Score: -5182085.500000 Penalty: 3227.273926
	Iteration 19Q: 3 clusters Score -5182086 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 29860 members 
Entering Unmasked Estep 
Score: -5182232.000000 Penalty: 3227.273926
	Iteration 20F: 3 clusters Score -5182232 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 29574 members 
Entering Unmasked Estep 
Score: -5182322.000000 Penalty: 3227.273926
	Iteration 21Q: 3 clusters Score -5182322 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 29305 members 
Entering Unmasked Estep 
Score: -5182363.000000 Penalty: 3227.273926
	Iteration 22Q: 3 clusters Score -5182363 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 29104 members 
Entering Unmasked Estep 
Score: -5182400.500000 Penalty: 3227.273926
	Iteration 23Q: 3 clusters Score -5182400 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 28914 members 
Entering Unmasked Estep 
Score: -5182438.500000 Penalty: 3227.273926
	Iteration 24Q: 3 clusters Score -5182438 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 28740 members 
Entering Unmasked Estep 
Score: -5182458.500000 Penalty: 3227.273926
	Iteration 25Q: 3 clusters Score -5182458 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 28575 members 
Entering Unmasked Estep 
Score: -5182493.500000 Penalty: 3227.273926
	Iteration 26Q: 3 clusters Score -5182494 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 28430 members 
Entering Unmasked Estep 
Score: -5182508.500000 Penalty: 3227.273926
	Iteration 27Q: 3 clusters Score -5182508 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 28314 members 
Entering Unmasked Estep 
Score: -5182509.500000 Penalty: 3227.273926
	Iteration 28Q: 3 clusters Score -5182510 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 28203 members 
Entering Unmasked Estep 
Score: -5182522.000000 Penalty: 3227.273926
	Iteration 29Q: 3 clusters Score -5182522 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 28121 members 
Entering Unmasked Estep 
Score: -5182520.500000 Penalty: 3227.273926
	Iteration 30Q: 3 clusters Score -5182520 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 28046 members 
Entering Unmasked Estep 
Score: -5182519.500000 Penalty: 3227.273926
	Iteration 31Q: 3 clusters Score -5182520 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 27977 members 
Entering Unmasked Estep 
Score: -5182529.500000 Penalty: 3227.273926
	Iteration 32Q: 3 clusters Score -5182530 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23331 members 
Mstep: Class 2 contains 27912 members 
Entering Unmasked Estep 
Score: -5182542.500000 Penalty: 3227.273926
	Iteration 33Q: 3 clusters Score -5182542 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23392 members 
Mstep: Class 2 contains 27851 members 
Entering Unmasked Estep 
Score: -5182537.000000 Penalty: 3227.273926
	Iteration 34Q: 3 clusters Score -5182537 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -5182547.500000 Penalty: 3227.273926
	Iteration 35Q: 3 clusters Score -5182548 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 27732 members 
Entering Unmasked Estep 
Score: -5182537.000000 Penalty: 3227.273926
	Iteration 36Q: 3 clusters Score -5182537 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 27663 members 
Entering Unmasked Estep 
Score: -5182553.000000 Penalty: 3227.273926
	Iteration 37Q: 3 clusters Score -5182553 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 27608 members 
Entering Unmasked Estep 
Score: -5182558.500000 Penalty: 3227.273926
	Iteration 38Q: 3 clusters Score -5182558 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 27561 members 
Entering Unmasked Estep 
Score: -5182562.500000 Penalty: 3227.273926
	Iteration 39Q: 3 clusters Score -5182562 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 27523 members 
Entering Unmasked Estep 
Score: -5182579.000000 Penalty: 3227.273926
	Iteration 40F: 3 clusters Score -5182579 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 27488 members 
Entering Unmasked Estep 
Score: -5182586.500000 Penalty: 3227.273926
	Iteration 41Q: 3 clusters Score -5182586 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23783 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -5182595.000000 Penalty: 3227.273926
	Iteration 42Q: 3 clusters Score -5182595 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 27431 members 
Entering Unmasked Estep 
Score: -5182589.000000 Penalty: 3227.273926
	Iteration 43Q: 3 clusters Score -5182589 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 27402 members 
Entering Unmasked Estep 
Score: -5182608.000000 Penalty: 3227.273926
	Iteration 44Q: 3 clusters Score -5182608 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 27382 members 
Entering Unmasked Estep 
Score: -5182610.000000 Penalty: 3227.273926
	Iteration 45Q: 3 clusters Score -5182610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 27367 members 
Entering Unmasked Estep 
Score: -5182614.000000 Penalty: 3227.273926
	Iteration 46Q: 3 clusters Score -5182614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 27350 members 
Entering Unmasked Estep 
Score: -5182614.000000 Penalty: 3227.273926
	Iteration 47Q: 3 clusters Score -5182614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 27335 members 
Entering Unmasked Estep 
Score: -5182619.000000 Penalty: 3227.273926
	Iteration 48Q: 3 clusters Score -5182619 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
Score: -5182617.500000 Penalty: 3227.273926
	Iteration 49Q: 3 clusters Score -5182618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 27304 members 
Entering Unmasked Estep 
Score: -5182615.000000 Penalty: 3227.273926
	Iteration 50Q: 3 clusters Score -5182615 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 27291 members 
Entering Unmasked Estep 
Score: -5182609.500000 Penalty: 3227.273926
	Iteration 51Q: 3 clusters Score -5182610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23966 members 
Mstep: Class 2 contains 27277 members 
Entering Unmasked Estep 
Score: -5182609.500000 Penalty: 3227.273926
	Iteration 52Q: 3 clusters Score -5182610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 27265 members 
Entering Unmasked Estep 
Score: -5182613.000000 Penalty: 3227.273926
	Iteration 53Q: 3 clusters Score -5182613 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 27254 members 
Entering Unmasked Estep 
Score: -5182611.000000 Penalty: 3227.273926
	Iteration 54Q: 3 clusters Score -5182611 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 27238 members 
Entering Unmasked Estep 
Score: -5182619.000000 Penalty: 3227.273926
	Iteration 55Q: 3 clusters Score -5182619 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24022 members 
Mstep: Class 2 contains 27221 members 
Entering Unmasked Estep 
Score: -5182621.500000 Penalty: 3227.273926
	Iteration 56Q: 3 clusters Score -5182622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 27213 members 
Entering Unmasked Estep 
Score: -5182621.500000 Penalty: 3227.273926
	Iteration 57Q: 3 clusters Score -5182622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24040 members 
Mstep: Class 2 contains 27203 members 
Entering Unmasked Estep 
Score: -5182621.500000 Penalty: 3227.273926
	Iteration 58Q: 3 clusters Score -5182622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 27193 members 
Entering Unmasked Estep 
Score: -5182621.000000 Penalty: 3227.273926
	Iteration 59Q: 3 clusters Score -5182621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24060 members 
Mstep: Class 2 contains 27183 members 
Entering Unmasked Estep 
Score: -5182627.500000 Penalty: 3227.273926
	Iteration 60F: 3 clusters Score -5182628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 27173 members 
Entering Unmasked Estep 
Score: -5182633.000000 Penalty: 3227.273926
	Iteration 61Q: 3 clusters Score -5182633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 27163 members 
Entering Unmasked Estep 
Score: -5182622.500000 Penalty: 3227.273926
	Iteration 62Q: 3 clusters Score -5182622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 27155 members 
Entering Unmasked Estep 
Score: -5182627.500000 Penalty: 3227.273926
	Iteration 63Q: 3 clusters Score -5182628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 27142 members 
Entering Unmasked Estep 
Score: -5182627.500000 Penalty: 3227.273926
	Iteration 64Q: 3 clusters Score -5182628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24112 members 
Mstep: Class 2 contains 27131 members 
Entering Unmasked Estep 
Score: -5182616.500000 Penalty: 3227.273926
	Iteration 65Q: 3 clusters Score -5182616 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 27113 members 
Entering Unmasked Estep 
Score: -5182615.000000 Penalty: 3227.273926
	Iteration 66Q: 3 clusters Score -5182615 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
Score: -5182626.500000 Penalty: 3227.273926
	Iteration 67Q: 3 clusters Score -5182626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24168 members 
Mstep: Class 2 contains 27075 members 
Entering Unmasked Estep 
Score: -5182628.000000 Penalty: 3227.273926
	Iteration 68Q: 3 clusters Score -5182628 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 27056 members 
Entering Unmasked Estep 
Score: -5182629.500000 Penalty: 3227.273926
	Iteration 69Q: 3 clusters Score -5182630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 27040 members 
Entering Unmasked Estep 
Score: -5182631.000000 Penalty: 3227.273926
	Iteration 70Q: 3 clusters Score -5182631 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 27027 members 
Entering Unmasked Estep 
Score: -5182636.500000 Penalty: 3227.273926
	Iteration 71Q: 3 clusters Score -5182636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24227 members 
Mstep: Class 2 contains 27016 members 
Entering Unmasked Estep 
Score: -5182630.000000 Penalty: 3227.273926
	Iteration 72Q: 3 clusters Score -5182630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Mstep: Class 2 contains 27006 members 
Entering Unmasked Estep 
Score: -5182632.500000 Penalty: 3227.273926
	Iteration 73Q: 3 clusters Score -5182632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24246 members 
Mstep: Class 2 contains 26997 members 
Entering Unmasked Estep 
Score: -5182636.000000 Penalty: 3227.273926
	Iteration 74Q: 3 clusters Score -5182636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24251 members 
Mstep: Class 2 contains 26992 members 
Entering Unmasked Estep 
Score: -5182624.500000 Penalty: 3227.273926
	Iteration 75Q: 3 clusters Score -5182624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24258 members 
Mstep: Class 2 contains 26985 members 
Entering Unmasked Estep 
Score: -5182631.500000 Penalty: 3227.273926
	Iteration 76Q: 3 clusters Score -5182632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 26981 members 
Entering Unmasked Estep 
Score: -5182634.000000 Penalty: 3227.273926
	Iteration 77Q: 3 clusters Score -5182634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 26978 members 
Entering Unmasked Estep 
Score: -5182634.500000 Penalty: 3227.273926
	Iteration 78Q: 3 clusters Score -5182634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 26976 members 
Entering Unmasked Estep 
Score: -5182644.500000 Penalty: 3227.273926
	Iteration 79Q: 3 clusters Score -5182644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24269 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -5182636.500000 Penalty: 3227.273926
	Iteration 80F: 3 clusters Score -5182636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
Score: -5182638.500000 Penalty: 3227.273926
	Iteration 81Q: 3 clusters Score -5182638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 26969 members 
Entering Unmasked Estep 
Score: -5182639.000000 Penalty: 3227.273926
	Iteration 82Q: 3 clusters Score -5182639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 26965 members 
Entering Unmasked Estep 
Score: -5182642.000000 Penalty: 3227.273926
	Iteration 83Q: 3 clusters Score -5182642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24281 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -5182639.000000 Penalty: 3227.273926
	Iteration 84Q: 3 clusters Score -5182639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 26959 members 
Entering Unmasked Estep 
Score: -5182632.500000 Penalty: 3227.273926
	Iteration 85Q: 3 clusters Score -5182632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24286 members 
Mstep: Class 2 contains 26957 members 
Entering Unmasked Estep 
Score: -5182634.000000 Penalty: 3227.273926
	Iteration 86Q: 3 clusters Score -5182634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 26955 members 
Entering Unmasked Estep 
Score: -5182636.500000 Penalty: 3227.273926
	Iteration 87Q: 3 clusters Score -5182636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 26952 members 
Entering Unmasked Estep 
Score: -5182641.000000 Penalty: 3227.273926
	Iteration 88Q: 3 clusters Score -5182641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 26950 members 
Entering Unmasked Estep 
Score: -5182640.000000 Penalty: 3227.273926
	Iteration 89Q: 3 clusters Score -5182640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 26948 members 
Entering Unmasked Estep 
Score: -5182642.000000 Penalty: 3227.273926
	Iteration 90Q: 3 clusters Score -5182642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 26948 members 
Entering Unmasked Estep 
Score: -5182642.000000 Penalty: 3227.273926
	Iteration 91F: 3 clusters Score -5182642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 56319 members 
Mstep: Class 2 contains 5003 members 
Mstep: Class 3 contains 3687 members 
Mstep: Class 4 contains 7750 members 
Mstep: Class 5 contains 3993 members 
Mstep: Class 6 contains 24295 members 
Mstep: Class 7 contains 9787 members 
Mstep: Class 8 contains 61031 members 
Mstep: Class 9 contains 12928 members 
Mstep: Class 10 contains 52210 members 
Mstep: Class 11 contains 29056 members 
Mstep: Class 12 contains 11066 members 
Mstep: Class 13 contains 57274 members 
Mstep: Class 14 contains 44557 members 
Mstep: Class 15 contains 21551 members 
Mstep: Class 16 contains 8041 members 
Mstep: Class 17 contains 80286 members 
Mstep: Class 18 contains 6551 members 
Mstep: Class 19 contains 78643 members 
Mstep: Class 20 contains 148157 members 
Mstep: Class 21 contains 14537 members 
Mstep: Class 22 contains 7340 members 
Mstep: Class 23 contains 77725 members 
Mstep: Class 24 contains 18550 members 
Mstep: Class 25 contains 8455 members 
Mstep: Class 26 contains 17124 members 
Mstep: Class 27 contains 6870 members 
Mstep: Class 28 contains 26948 members 
Entering Unmasked Estep 
Score: -87834656.000000 Penalty: 57121.089844
Splitting cluster 6 changes total score from -87771056.000000 to -87834656.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 7 (9787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Entering Unmasked Estep 
Score: -987103.625000 Penalty: 1367.295044
	Iteration 0F: 2 clusters Score -987103.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -980490.187500 Penalty: 2734.590088
	Iteration 0F: 3 clusters Score -980490.2 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -982714.562500 Penalty: 2734.590088
	Iteration 1F: 3 clusters Score -982714.6 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -983051.250000 Penalty: 2734.590088
	Iteration 2F: 3 clusters Score -983051.2 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -983272.375000 Penalty: 2734.590088
	Iteration 3Q: 3 clusters Score -983272.4 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -983475.937500 Penalty: 2734.590088
	Iteration 4Q: 3 clusters Score -983475.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -983685.125000 Penalty: 2734.590088
	Iteration 5Q: 3 clusters Score -983685.1 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -983906.625000 Penalty: 2734.590088
	Iteration 6Q: 3 clusters Score -983906.6 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -984151.562500 Penalty: 2734.590088
	Iteration 7Q: 3 clusters Score -984151.6 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -984441.812500 Penalty: 2734.590088
	Iteration 8Q: 3 clusters Score -984441.8 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -984746.937500 Penalty: 2734.590088
	Iteration 9Q: 3 clusters Score -984746.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -985048.750000 Penalty: 2734.590088
	Iteration 10Q: 3 clusters Score -985048.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -985302.687500 Penalty: 2734.590088
	Iteration 11Q: 3 clusters Score -985302.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -985495.750000 Penalty: 2734.590088
	Iteration 12Q: 3 clusters Score -985495.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -985670.625000 Penalty: 2734.590088
	Iteration 13Q: 3 clusters Score -985670.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -985790.937500 Penalty: 2734.590088
	Iteration 14Q: 3 clusters Score -985790.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -985875.812500 Penalty: 2734.590088
	Iteration 15Q: 3 clusters Score -985875.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -985929.125000 Penalty: 2734.590088
	Iteration 16Q: 3 clusters Score -985929.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -985975.500000 Penalty: 2734.590088
	Iteration 17Q: 3 clusters Score -985975.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -986015.312500 Penalty: 2734.590088
	Iteration 18Q: 3 clusters Score -986015.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -986058.687500 Penalty: 2734.590088
	Iteration 19Q: 3 clusters Score -986058.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -986086.000000 Penalty: 2734.590088
	Iteration 20F: 3 clusters Score -986086 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -986112.000000 Penalty: 2734.590088
	Iteration 21Q: 3 clusters Score -986112 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -986128.875000 Penalty: 2734.590088
	Iteration 22Q: 3 clusters Score -986128.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -986145.250000 Penalty: 2734.590088
	Iteration 23Q: 3 clusters Score -986145.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -986153.500000 Penalty: 2734.590088
	Iteration 24Q: 3 clusters Score -986153.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -986163.687500 Penalty: 2734.590088
	Iteration 25Q: 3 clusters Score -986163.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -986171.812500 Penalty: 2734.590088
	Iteration 26Q: 3 clusters Score -986171.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -986180.687500 Penalty: 2734.590088
	Iteration 27Q: 3 clusters Score -986180.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -986189.125000 Penalty: 2734.590088
	Iteration 28Q: 3 clusters Score -986189.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -986195.625000 Penalty: 2734.590088
	Iteration 29Q: 3 clusters Score -986195.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -986197.562500 Penalty: 2734.590088
	Iteration 30Q: 3 clusters Score -986197.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -986200.125000 Penalty: 2734.590088
	Iteration 31Q: 3 clusters Score -986200.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -986201.187500 Penalty: 2734.590088
	Iteration 32Q: 3 clusters Score -986201.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -986204.187500 Penalty: 2734.590088
	Iteration 33Q: 3 clusters Score -986204.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -986204.187500 Penalty: 2734.590088
	Iteration 34F: 3 clusters Score -986204.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (61031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61031 members 
Entering Unmasked Estep 
Score: -6213544.500000 Penalty: 1639.647705
	Iteration 0F: 2 clusters Score -6213544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30426 members 
Mstep: Class 2 contains 30605 members 
Entering Unmasked Estep 
Score: -6173601.500000 Penalty: 3279.295410
	Iteration 0F: 3 clusters Score -6173602 nChanged 28470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30006 members 
Mstep: Class 2 contains 31025 members 
Entering Unmasked Estep 
Score: -6189467.000000 Penalty: 3279.295410
	Iteration 1F: 3 clusters Score -6189467 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29535 members 
Mstep: Class 2 contains 31496 members 
Entering Unmasked Estep 
Score: -6190269.000000 Penalty: 3279.295410
	Iteration 2Q: 3 clusters Score -6190269 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28849 members 
Mstep: Class 2 contains 32182 members 
Entering Unmasked Estep 
Score: -6191088.000000 Penalty: 3279.295410
	Iteration 3Q: 3 clusters Score -6191088 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27740 members 
Mstep: Class 2 contains 33291 members 
Entering Unmasked Estep 
Score: -6192122.500000 Penalty: 3279.295410
	Iteration 4Q: 3 clusters Score -6192122 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 34994 members 
Entering Unmasked Estep 
Score: -6193685.500000 Penalty: 3279.295410
	Iteration 5F: 3 clusters Score -6193686 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 37342 members 
Entering Unmasked Estep 
Score: -6195934.000000 Penalty: 3279.295410
	Iteration 6F: 3 clusters Score -6195934 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 40383 members 
Entering Unmasked Estep 
Score: -6199077.500000 Penalty: 3279.295410
	Iteration 7F: 3 clusters Score -6199078 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 43680 members 
Entering Unmasked Estep 
Score: -6203058.000000 Penalty: 3279.295410
	Iteration 8F: 3 clusters Score -6203058 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 46194 members 
Entering Unmasked Estep 
Score: -6207126.500000 Penalty: 3279.295410
	Iteration 9F: 3 clusters Score -6207126 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 47304 members 
Entering Unmasked Estep 
Score: -6211153.500000 Penalty: 3279.295410
	Iteration 10F: 3 clusters Score -6211154 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 47306 members 
Entering Unmasked Estep 
Score: -6214151.000000 Penalty: 3279.295410
	Iteration 11Q: 3 clusters Score -6214151 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 47314 members 
Entering Unmasked Estep 
Score: -6215120.000000 Penalty: 3279.295410
	Iteration 12Q: 3 clusters Score -6215120 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 47565 members 
Entering Unmasked Estep 
Score: -6215459.000000 Penalty: 3279.295410
	Iteration 13Q: 3 clusters Score -6215459 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 47831 members 
Entering Unmasked Estep 
Score: -6215678.000000 Penalty: 3279.295410
	Iteration 14Q: 3 clusters Score -6215678 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 48022 members 
Entering Unmasked Estep 
Score: -6215762.000000 Penalty: 3279.295410
	Iteration 15Q: 3 clusters Score -6215762 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 48160 members 
Entering Unmasked Estep 
Score: -6215786.000000 Penalty: 3279.295410
	Iteration 16Q: 3 clusters Score -6215786 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 48263 members 
Entering Unmasked Estep 
Score: -6215801.000000 Penalty: 3279.295410
	Iteration 17Q: 3 clusters Score -6215801 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 48336 members 
Entering Unmasked Estep 
Score: -6215800.000000 Penalty: 3279.295410
	Iteration 18Q: 3 clusters Score -6215800 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 48396 members 
Entering Unmasked Estep 
Score: -6215807.500000 Penalty: 3279.295410
	Iteration 19Q: 3 clusters Score -6215808 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 48439 members 
Entering Unmasked Estep 
Score: -6215808.500000 Penalty: 3279.295410
	Iteration 20F: 3 clusters Score -6215808 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 48472 members 
Entering Unmasked Estep 
Score: -6215815.000000 Penalty: 3279.295410
	Iteration 21Q: 3 clusters Score -6215815 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 48500 members 
Entering Unmasked Estep 
Score: -6215822.500000 Penalty: 3279.295410
	Iteration 22Q: 3 clusters Score -6215822 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 48518 members 
Entering Unmasked Estep 
Score: -6215809.000000 Penalty: 3279.295410
	Iteration 23Q: 3 clusters Score -6215809 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 48534 members 
Entering Unmasked Estep 
Score: -6215820.000000 Penalty: 3279.295410
	Iteration 24Q: 3 clusters Score -6215820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 48543 members 
Entering Unmasked Estep 
Score: -6215818.500000 Penalty: 3279.295410
	Iteration 25Q: 3 clusters Score -6215818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 48545 members 
Entering Unmasked Estep 
Score: -6215820.000000 Penalty: 3279.295410
	Iteration 26Q: 3 clusters Score -6215820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 48545 members 
Entering Unmasked Estep 
Score: -6215820.000000 Penalty: 3279.295410
	Iteration 27F: 3 clusters Score -6215820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 56319 members 
Mstep: Class 2 contains 5003 members 
Mstep: Class 3 contains 3687 members 
Mstep: Class 4 contains 7750 members 
Mstep: Class 5 contains 3993 members 
Mstep: Class 6 contains 24295 members 
Mstep: Class 7 contains 9787 members 
Mstep: Class 8 contains 12486 members 
Mstep: Class 9 contains 12928 members 
Mstep: Class 10 contains 52210 members 
Mstep: Class 11 contains 29056 members 
Mstep: Class 12 contains 11066 members 
Mstep: Class 13 contains 57274 members 
Mstep: Class 14 contains 44557 members 
Mstep: Class 15 contains 21551 members 
Mstep: Class 16 contains 8041 members 
Mstep: Class 17 contains 80286 members 
Mstep: Class 18 contains 6551 members 
Mstep: Class 19 contains 78643 members 
Mstep: Class 20 contains 148157 members 
Mstep: Class 21 contains 14537 members 
Mstep: Class 22 contains 7340 members 
Mstep: Class 23 contains 77725 members 
Mstep: Class 24 contains 18550 members 
Mstep: Class 25 contains 8455 members 
Mstep: Class 26 contains 17124 members 
Mstep: Class 27 contains 6870 members 
Mstep: Class 28 contains 26948 members 
Mstep: Class 29 contains 48545 members 
Entering Unmasked Estep 
Score: -87836360.000000 Penalty: 59161.128906
Splitting cluster 8 changes total score from -87771056.000000 to -87836360.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 9 (12928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Entering Unmasked Estep 
Score: -1326201.000000 Penalty: 1408.712036
	Iteration 0F: 2 clusters Score -1326201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1317643.375000 Penalty: 2817.424072
	Iteration 0F: 3 clusters Score -1317643 nChanged 5475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1320583.500000 Penalty: 2817.424072
	Iteration 1F: 3 clusters Score -1320584 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1321058.250000 Penalty: 2817.424072
	Iteration 2F: 3 clusters Score -1321058 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1321668.375000 Penalty: 2817.424072
	Iteration 3F: 3 clusters Score -1321668 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1322820.500000 Penalty: 2817.424072
	Iteration 4F: 3 clusters Score -1322820 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1324680.375000 Penalty: 2817.424072
	Iteration 5F: 3 clusters Score -1324680 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1326340.750000 Penalty: 2817.424072
	Iteration 6F: 3 clusters Score -1326341 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1327489.625000 Penalty: 2817.424072
	Iteration 7F: 3 clusters Score -1327490 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1328068.375000 Penalty: 2817.424072
	Iteration 8F: 3 clusters Score -1328068 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1328433.125000 Penalty: 2817.424072
	Iteration 9Q: 3 clusters Score -1328433 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1328731.250000 Penalty: 2817.424072
	Iteration 10Q: 3 clusters Score -1328731 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1328928.750000 Penalty: 2817.424072
	Iteration 11Q: 3 clusters Score -1328929 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1329054.375000 Penalty: 2817.424072
	Iteration 12Q: 3 clusters Score -1329054 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1329128.375000 Penalty: 2817.424072
	Iteration 13Q: 3 clusters Score -1329128 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1329198.625000 Penalty: 2817.424072
	Iteration 14Q: 3 clusters Score -1329199 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1329272.625000 Penalty: 2817.424072
	Iteration 15Q: 3 clusters Score -1329273 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1329357.625000 Penalty: 2817.424072
	Iteration 16Q: 3 clusters Score -1329358 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1329482.125000 Penalty: 2817.424072
	Iteration 17Q: 3 clusters Score -1329482 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1329674.000000 Penalty: 2817.424072
	Iteration 18Q: 3 clusters Score -1329674 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -1329997.750000 Penalty: 2817.424072
	Iteration 19Q: 3 clusters Score -1329998 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1330612.500000 Penalty: 2817.424072
	Iteration 20F: 3 clusters Score -1330612 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1331051.500000 Penalty: 2817.424072
	Iteration 21Q: 3 clusters Score -1331052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1331069.125000 Penalty: 2817.424072
	Iteration 22Q: 3 clusters Score -1331069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1331074.125000 Penalty: 2817.424072
	Iteration 23Q: 3 clusters Score -1331074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1331074.125000 Penalty: 2817.424072
	Iteration 24F: 3 clusters Score -1331074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 56319 members 
Mstep: Class 2 contains 5003 members 
Mstep: Class 3 contains 3687 members 
Mstep: Class 4 contains 7750 members 
Mstep: Class 5 contains 3993 members 
Mstep: Class 6 contains 24295 members 
Mstep: Class 7 contains 9787 members 
Mstep: Class 8 contains 12486 members 
Mstep: Class 9 contains 1811 members 
Mstep: Class 10 contains 52210 members 
Mstep: Class 11 contains 29056 members 
Mstep: Class 12 contains 11066 members 
Mstep: Class 13 contains 57274 members 
Mstep: Class 14 contains 44557 members 
Mstep: Class 15 contains 21551 members 
Mstep: Class 16 contains 8041 members 
Mstep: Class 17 contains 80286 members 
Mstep: Class 18 contains 6551 members 
Mstep: Class 19 contains 78643 members 
Mstep: Class 20 contains 148157 members 
Mstep: Class 21 contains 14537 members 
Mstep: Class 22 contains 7340 members 
Mstep: Class 23 contains 77725 members 
Mstep: Class 24 contains 18550 members 
Mstep: Class 25 contains 8455 members 
Mstep: Class 26 contains 17124 members 
Mstep: Class 27 contains 6870 members 
Mstep: Class 28 contains 26948 members 
Mstep: Class 29 contains 48545 members 
Mstep: Class 30 contains 11117 members 
Entering Unmasked Estep 
Score: -87840792.000000 Penalty: 61201.164062
Splitting cluster 9 changes total score from -87771056.000000 to -87840792.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 10 (52210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52210 members 
Entering Unmasked Estep 
Score: -5329196.500000 Penalty: 1616.418823
	Iteration 0F: 2 clusters Score -5329196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 26133 members 
Entering Unmasked Estep 
Score: -5295071.000000 Penalty: 3232.837646
	Iteration 0F: 3 clusters Score -5295071 nChanged 24228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26269 members 
Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
Score: -5311191.500000 Penalty: 3232.837646
	Iteration 1F: 3 clusters Score -5311192 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27024 members 
Mstep: Class 2 contains 25186 members 
Entering Unmasked Estep 
Score: -5319014.000000 Penalty: 3232.837646
	Iteration 2F: 3 clusters Score -5319014 nChanged 5772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30826 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
Score: -5327211.500000 Penalty: 3232.837646
	Iteration 3F: 3 clusters Score -5327212 nChanged 6312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36146 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -5333795.500000 Penalty: 3232.837646
	Iteration 4F: 3 clusters Score -5333796 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40497 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -5339163.500000 Penalty: 3232.837646
	Iteration 5F: 3 clusters Score -5339164 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43005 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -5342618.500000 Penalty: 3232.837646
	Iteration 6F: 3 clusters Score -5342618 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43984 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -5344147.000000 Penalty: 3232.837646
	Iteration 7Q: 3 clusters Score -5344147 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44339 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -5344652.000000 Penalty: 3232.837646
	Iteration 8Q: 3 clusters Score -5344652 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44542 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -5344909.500000 Penalty: 3232.837646
	Iteration 9Q: 3 clusters Score -5344910 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44705 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -5344992.000000 Penalty: 3232.837646
	Iteration 10Q: 3 clusters Score -5344992 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44841 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -5345042.000000 Penalty: 3232.837646
	Iteration 11Q: 3 clusters Score -5345042 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44989 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -5345106.500000 Penalty: 3232.837646
	Iteration 12Q: 3 clusters Score -5345106 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45148 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -5345179.500000 Penalty: 3232.837646
	Iteration 13Q: 3 clusters Score -5345180 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45320 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -5345296.000000 Penalty: 3232.837646
	Iteration 14Q: 3 clusters Score -5345296 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45520 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -5345484.000000 Penalty: 3232.837646
	Iteration 15Q: 3 clusters Score -5345484 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45764 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -5345841.000000 Penalty: 3232.837646
	Iteration 16Q: 3 clusters Score -5345841 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46066 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -5346984.500000 Penalty: 3232.837646
	Iteration 17Q: 3 clusters Score -5346984 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46367 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -5350663.500000 Penalty: 3232.837646
	Iteration 18Q: 3 clusters Score -5350664 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46448 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -5352543.000000 Penalty: 3232.837646
	Iteration 19Q: 3 clusters Score -5352543 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46475 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -5352582.000000 Penalty: 3232.837646
	Iteration 20F: 3 clusters Score -5352582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46479 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -5352570.500000 Penalty: 3232.837646
	Iteration 21Q: 3 clusters Score -5352570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46479 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -5352570.500000 Penalty: 3232.837646
	Iteration 22F: 3 clusters Score -5352570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 56319 members 
Mstep: Class 2 contains 5003 members 
Mstep: Class 3 contains 3687 members 
Mstep: Class 4 contains 7750 members 
Mstep: Class 5 contains 3993 members 
Mstep: Class 6 contains 24295 members 
Mstep: Class 7 contains 9787 members 
Mstep: Class 8 contains 12486 members 
Mstep: Class 9 contains 1811 members 
Mstep: Class 10 contains 46479 members 
Mstep: Class 11 contains 29056 members 
Mstep: Class 12 contains 11066 members 
Mstep: Class 13 contains 57274 members 
Mstep: Class 14 contains 44557 members 
Mstep: Class 15 contains 21551 members 
Mstep: Class 16 contains 8041 members 
Mstep: Class 17 contains 80286 members 
Mstep: Class 18 contains 6551 members 
Mstep: Class 19 contains 78643 members 
Mstep: Class 20 contains 148157 members 
Mstep: Class 21 contains 14537 members 
Mstep: Class 22 contains 7340 members 
Mstep: Class 23 contains 77725 members 
Mstep: Class 24 contains 18550 members 
Mstep: Class 25 contains 8455 members 
Mstep: Class 26 contains 17124 members 
Mstep: Class 27 contains 6870 members 
Mstep: Class 28 contains 26948 members 
Mstep: Class 29 contains 48545 members 
Mstep: Class 30 contains 11117 members 
Mstep: Class 31 contains 5731 members 
Entering Unmasked Estep 
Score: -87863208.000000 Penalty: 63241.207031
Splitting cluster 10 changes total score from -87771056.000000 to -87863208.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 11 (29056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29056 members 
Entering Unmasked Estep 
Score: -3005849.000000 Penalty: 1529.214722
	Iteration 0F: 2 clusters Score -3005849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -2986869.250000 Penalty: 3058.429443
	Iteration 0F: 3 clusters Score -2986869 nChanged 13180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -2994471.250000 Penalty: 3058.429443
	Iteration 1F: 3 clusters Score -2994471 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -2995583.500000 Penalty: 3058.429443
	Iteration 2F: 3 clusters Score -2995584 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -2996862.250000 Penalty: 3058.429443
	Iteration 3F: 3 clusters Score -2996862 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -2998257.000000 Penalty: 3058.429443
	Iteration 4F: 3 clusters Score -2998257 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -2999772.000000 Penalty: 3058.429443
	Iteration 5F: 3 clusters Score -2999772 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -3001142.250000 Penalty: 3058.429443
	Iteration 6F: 3 clusters Score -3001142 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -3002276.750000 Penalty: 3058.429443
	Iteration 7F: 3 clusters Score -3002277 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -3003177.000000 Penalty: 3058.429443
	Iteration 8Q: 3 clusters Score -3003177 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -3003850.250000 Penalty: 3058.429443
	Iteration 9Q: 3 clusters Score -3003850 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -3004448.250000 Penalty: 3058.429443
	Iteration 10Q: 3 clusters Score -3004448 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 21314 members 
Entering Unmasked Estep 
Score: -3004925.500000 Penalty: 3058.429443
	Iteration 11Q: 3 clusters Score -3004926 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -3005404.000000 Penalty: 3058.429443
	Iteration 12Q: 3 clusters Score -3005404 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -3005904.750000 Penalty: 3058.429443
	Iteration 13Q: 3 clusters Score -3005905 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -3006461.000000 Penalty: 3058.429443
	Iteration 14Q: 3 clusters Score -3006461 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -3007181.250000 Penalty: 3058.429443
	Iteration 15Q: 3 clusters Score -3007181 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -3008108.500000 Penalty: 3058.429443
	Iteration 16Q: 3 clusters Score -3008108 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -3009382.750000 Penalty: 3058.429443
	Iteration 17Q: 3 clusters Score -3009383 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -3011207.250000 Penalty: 3058.429443
	Iteration 18F: 3 clusters Score -3011207 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -3013774.500000 Penalty: 3058.429443
	Iteration 19F: 3 clusters Score -3013774 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -3017171.250000 Penalty: 3058.429443
	Iteration 20F: 3 clusters Score -3017171 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -3020627.750000 Penalty: 3058.429443
	Iteration 21Q: 3 clusters Score -3020628 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -3021928.000000 Penalty: 3058.429443
	Iteration 22Q: 3 clusters Score -3021928 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -3022202.500000 Penalty: 3058.429443
	Iteration 23Q: 3 clusters Score -3022202 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -3022266.250000 Penalty: 3058.429443
	Iteration 24Q: 3 clusters Score -3022266 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -3022272.500000 Penalty: 3058.429443
	Iteration 25Q: 3 clusters Score -3022272 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -3022276.750000 Penalty: 3058.429443
	Iteration 26Q: 3 clusters Score -3022277 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -3022285.000000 Penalty: 3058.429443
	Iteration 27Q: 3 clusters Score -3022285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -3022278.000000 Penalty: 3058.429443
	Iteration 28Q: 3 clusters Score -3022278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -3022280.000000 Penalty: 3058.429443
	Iteration 29Q: 3 clusters Score -3022280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -3022279.500000 Penalty: 3058.429443
	Iteration 30Q: 3 clusters Score -3022280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -3022277.000000 Penalty: 3058.429443
	Iteration 31Q: 3 clusters Score -3022277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -3022276.000000 Penalty: 3058.429443
	Iteration 32Q: 3 clusters Score -3022276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -3022276.000000 Penalty: 3058.429443
	Iteration 33F: 3 clusters Score -3022276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 56319 members 
Mstep: Class 2 contains 5003 members 
Mstep: Class 3 contains 3687 members 
Mstep: Class 4 contains 7750 members 
Mstep: Class 5 contains 3993 members 
Mstep: Class 6 contains 24295 members 
Mstep: Class 7 contains 9787 members 
Mstep: Class 8 contains 12486 members 
Mstep: Class 9 contains 1811 members 
Mstep: Class 10 contains 46479 members 
Mstep: Class 11 contains 17070 members 
Mstep: Class 12 contains 11066 members 
Mstep: Class 13 contains 57274 members 
Mstep: Class 14 contains 44557 members 
Mstep: Class 15 contains 21551 members 
Mstep: Class 16 contains 8041 members 
Mstep: Class 17 contains 80286 members 
Mstep: Class 18 contains 6551 members 
Mstep: Class 19 contains 78643 members 
Mstep: Class 20 contains 148157 members 
Mstep: Class 21 contains 14537 members 
Mstep: Class 22 contains 7340 members 
Mstep: Class 23 contains 77725 members 
Mstep: Class 24 contains 18550 members 
Mstep: Class 25 contains 8455 members 
Mstep: Class 26 contains 17124 members 
Mstep: Class 27 contains 6870 members 
Mstep: Class 28 contains 26948 members 
Mstep: Class 29 contains 48545 members 
Mstep: Class 30 contains 11117 members 
Mstep: Class 31 contains 5731 members 
Mstep: Class 32 contains 11986 members 
Entering Unmasked Estep 
Score: -87878384.000000 Penalty: 65281.242188
Splitting cluster 11 changes total score from -87771056.000000 to -87878384.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 12 (11066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Entering Unmasked Estep 
Score: -1004593.250000 Penalty: 1385.570923
	Iteration 0F: 2 clusters Score -1004593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -997275.625000 Penalty: 2771.141846
	Iteration 0F: 3 clusters Score -997275.6 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1000754.875000 Penalty: 2771.141846
	Iteration 1F: 3 clusters Score -1000755 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1002557.687500 Penalty: 2771.141846
	Iteration 2F: 3 clusters Score -1002558 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1004444.062500 Penalty: 2771.141846
	Iteration 3F: 3 clusters Score -1004444 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1005839.687500 Penalty: 2771.141846
	Iteration 4F: 3 clusters Score -1005840 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1006587.437500 Penalty: 2771.141846
	Iteration 5F: 3 clusters Score -1006587 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1006960.937500 Penalty: 2771.141846
	Iteration 6Q: 3 clusters Score -1006961 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1007142.687500 Penalty: 2771.141846
	Iteration 7Q: 3 clusters Score -1007143 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1007233.125000 Penalty: 2771.141846
	Iteration 8Q: 3 clusters Score -1007233 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1007281.437500 Penalty: 2771.141846
	Iteration 9Q: 3 clusters Score -1007281 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1007311.500000 Penalty: 2771.141846
	Iteration 10Q: 3 clusters Score -1007312 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1007329.562500 Penalty: 2771.141846
	Iteration 11Q: 3 clusters Score -1007330 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1007335.312500 Penalty: 2771.141846
	Iteration 12Q: 3 clusters Score -1007335 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1007340.437500 Penalty: 2771.141846
	Iteration 13Q: 3 clusters Score -1007340 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1007344.437500 Penalty: 2771.141846
	Iteration 14Q: 3 clusters Score -1007344 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1007349.437500 Penalty: 2771.141846
	Iteration 15Q: 3 clusters Score -1007349 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1007352.625000 Penalty: 2771.141846
	Iteration 16Q: 3 clusters Score -1007353 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1007354.500000 Penalty: 2771.141846
	Iteration 17Q: 3 clusters Score -1007354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1007357.187500 Penalty: 2771.141846
	Iteration 18Q: 3 clusters Score -1007357 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1007361.687500 Penalty: 2771.141846
	Iteration 19Q: 3 clusters Score -1007362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1007361.687500 Penalty: 2771.141846
	Iteration 20F: 3 clusters Score -1007362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1007362.312500 Penalty: 2771.141846
	Iteration 21Q: 3 clusters Score -1007362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1007367.687500 Penalty: 2771.141846
	Iteration 22Q: 3 clusters Score -1007368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1007369.062500 Penalty: 2771.141846
	Iteration 23Q: 3 clusters Score -1007369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1007370.375000 Penalty: 2771.141846
	Iteration 24Q: 3 clusters Score -1007370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1007374.375000 Penalty: 2771.141846
	Iteration 25Q: 3 clusters Score -1007374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1007374.187500 Penalty: 2771.141846
	Iteration 26Q: 3 clusters Score -1007374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1007380.437500 Penalty: 2771.141846
	Iteration 27Q: 3 clusters Score -1007380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1007381.250000 Penalty: 2771.141846
	Iteration 28Q: 3 clusters Score -1007381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1007383.375000 Penalty: 2771.141846
	Iteration 29Q: 3 clusters Score -1007383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1007384.250000 Penalty: 2771.141846
	Iteration 30Q: 3 clusters Score -1007384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1007386.687500 Penalty: 2771.141846
	Iteration 31Q: 3 clusters Score -1007387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1007385.937500 Penalty: 2771.141846
	Iteration 32Q: 3 clusters Score -1007386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1007384.750000 Penalty: 2771.141846
	Iteration 33Q: 3 clusters Score -1007385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1007384.750000 Penalty: 2771.141846
	Iteration 34F: 3 clusters Score -1007385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 56319 members 
Mstep: Class 2 contains 5003 members 
Mstep: Class 3 contains 3687 members 
Mstep: Class 4 contains 7750 members 
Mstep: Class 5 contains 3993 members 
Mstep: Class 6 contains 24295 members 
Mstep: Class 7 contains 9787 members 
Mstep: Class 8 contains 12486 members 
Mstep: Class 9 contains 1811 members 
Mstep: Class 10 contains 46479 members 
Mstep: Class 11 contains 17070 members 
Mstep: Class 12 contains 7778 members 
Mstep: Class 13 contains 57274 members 
Mstep: Class 14 contains 44557 members 
Mstep: Class 15 contains 21551 members 
Mstep: Class 16 contains 8041 members 
Mstep: Class 17 contains 80286 members 
Mstep: Class 18 contains 6551 members 
Mstep: Class 19 contains 78643 members 
Mstep: Class 20 contains 148157 members 
Mstep: Class 21 contains 14537 members 
Mstep: Class 22 contains 7340 members 
Mstep: Class 23 contains 77725 members 
Mstep: Class 24 contains 18550 members 
Mstep: Class 25 contains 8455 members 
Mstep: Class 26 contains 17124 members 
Mstep: Class 27 contains 6870 members 
Mstep: Class 28 contains 26948 members 
Mstep: Class 29 contains 48545 members 
Mstep: Class 30 contains 11117 members 
Mstep: Class 31 contains 5731 members 
Mstep: Class 32 contains 11986 members 
Mstep: Class 33 contains 3288 members 
Entering Unmasked Estep 
Score: -87880656.000000 Penalty: 67321.281250
Splitting cluster 12 changes total score from -87771056.000000 to -87880656.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 13 (57274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57274 members 
Entering Unmasked Estep 
Score: -5482133.500000 Penalty: 1630.193604
	Iteration 0F: 2 clusters Score -5482134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28589 members 
Mstep: Class 2 contains 28685 members 
Entering Unmasked Estep 
Score: -5444800.500000 Penalty: 3260.387207
	Iteration 0F: 3 clusters Score -5444800 nChanged 26640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28723 members 
Mstep: Class 2 contains 28551 members 
Entering Unmasked Estep 
Score: -5460821.500000 Penalty: 3260.387207
	Iteration 1F: 3 clusters Score -5460822 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28853 members 
Mstep: Class 2 contains 28421 members 
Entering Unmasked Estep 
Score: -5462486.000000 Penalty: 3260.387207
	Iteration 2F: 3 clusters Score -5462486 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29194 members 
Mstep: Class 2 contains 28080 members 
Entering Unmasked Estep 
Score: -5464218.500000 Penalty: 3260.387207
	Iteration 3F: 3 clusters Score -5464218 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29881 members 
Mstep: Class 2 contains 27393 members 
Entering Unmasked Estep 
Score: -5466231.000000 Penalty: 3260.387207
	Iteration 4F: 3 clusters Score -5466231 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30876 members 
Mstep: Class 2 contains 26398 members 
Entering Unmasked Estep 
Score: -5468273.500000 Penalty: 3260.387207
	Iteration 5F: 3 clusters Score -5468274 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32121 members 
Mstep: Class 2 contains 25153 members 
Entering Unmasked Estep 
Score: -5470643.000000 Penalty: 3260.387207
	Iteration 6F: 3 clusters Score -5470643 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33603 members 
Mstep: Class 2 contains 23671 members 
Entering Unmasked Estep 
Score: -5473286.500000 Penalty: 3260.387207
	Iteration 7F: 3 clusters Score -5473286 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35317 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -5476096.500000 Penalty: 3260.387207
	Iteration 8F: 3 clusters Score -5476096 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37004 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -5478592.000000 Penalty: 3260.387207
	Iteration 9Q: 3 clusters Score -5478592 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38567 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -5480576.500000 Penalty: 3260.387207
	Iteration 10Q: 3 clusters Score -5480576 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39967 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -5482249.000000 Penalty: 3260.387207
	Iteration 11Q: 3 clusters Score -5482249 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41261 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -5483571.000000 Penalty: 3260.387207
	Iteration 12Q: 3 clusters Score -5483571 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42431 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -5484666.000000 Penalty: 3260.387207
	Iteration 13Q: 3 clusters Score -5484666 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43499 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -5485501.500000 Penalty: 3260.387207
	Iteration 14Q: 3 clusters Score -5485502 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44437 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -5486147.500000 Penalty: 3260.387207
	Iteration 15Q: 3 clusters Score -5486148 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45232 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -5486519.000000 Penalty: 3260.387207
	Iteration 16Q: 3 clusters Score -5486519 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45878 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -5486794.000000 Penalty: 3260.387207
	Iteration 17Q: 3 clusters Score -5486794 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46419 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -5486975.000000 Penalty: 3260.387207
	Iteration 18Q: 3 clusters Score -5486975 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46863 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -5487123.500000 Penalty: 3260.387207
	Iteration 19Q: 3 clusters Score -5487124 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47258 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -5487239.500000 Penalty: 3260.387207
	Iteration 20F: 3 clusters Score -5487240 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47562 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -5487313.500000 Penalty: 3260.387207
	Iteration 21Q: 3 clusters Score -5487314 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47865 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -5487396.000000 Penalty: 3260.387207
	Iteration 22Q: 3 clusters Score -5487396 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48161 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -5487488.500000 Penalty: 3260.387207
	Iteration 23Q: 3 clusters Score -5487488 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48401 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -5487530.000000 Penalty: 3260.387207
	Iteration 24Q: 3 clusters Score -5487530 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48596 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -5487568.000000 Penalty: 3260.387207
	Iteration 25Q: 3 clusters Score -5487568 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48772 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -5487618.000000 Penalty: 3260.387207
	Iteration 26Q: 3 clusters Score -5487618 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48929 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -5487659.500000 Penalty: 3260.387207
	Iteration 27Q: 3 clusters Score -5487660 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49060 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -5487695.000000 Penalty: 3260.387207
	Iteration 28Q: 3 clusters Score -5487695 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49185 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -5487716.000000 Penalty: 3260.387207
	Iteration 29Q: 3 clusters Score -5487716 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49314 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -5487744.000000 Penalty: 3260.387207
	Iteration 30Q: 3 clusters Score -5487744 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49438 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -5487784.000000 Penalty: 3260.387207
	Iteration 31Q: 3 clusters Score -5487784 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49535 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -5487790.500000 Penalty: 3260.387207
	Iteration 32Q: 3 clusters Score -5487790 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49618 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -5487787.000000 Penalty: 3260.387207
	Iteration 33Q: 3 clusters Score -5487787 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49693 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -5487809.500000 Penalty: 3260.387207
	Iteration 34Q: 3 clusters Score -5487810 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49754 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -5487805.000000 Penalty: 3260.387207
	Iteration 35Q: 3 clusters Score -5487805 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49808 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -5487831.000000 Penalty: 3260.387207
	Iteration 36Q: 3 clusters Score -5487831 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49850 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -5487826.000000 Penalty: 3260.387207
	Iteration 37Q: 3 clusters Score -5487826 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49880 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -5487836.000000 Penalty: 3260.387207
	Iteration 38Q: 3 clusters Score -5487836 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49906 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -5487846.500000 Penalty: 3260.387207
	Iteration 39Q: 3 clusters Score -5487846 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49922 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -5487846.500000 Penalty: 3260.387207
	Iteration 40F: 3 clusters Score -5487846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49935 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -5487835.000000 Penalty: 3260.387207
	Iteration 41Q: 3 clusters Score -5487835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49944 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -5487830.000000 Penalty: 3260.387207
	Iteration 42Q: 3 clusters Score -5487830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49953 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -5487838.500000 Penalty: 3260.387207
	Iteration 43Q: 3 clusters Score -5487838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49957 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -5487839.000000 Penalty: 3260.387207
	Iteration 44Q: 3 clusters Score -5487839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49961 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -5487833.500000 Penalty: 3260.387207
	Iteration 45Q: 3 clusters Score -5487834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49965 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -5487836.500000 Penalty: 3260.387207
	Iteration 46Q: 3 clusters Score -5487836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49970 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -5487838.000000 Penalty: 3260.387207
	Iteration 47Q: 3 clusters Score -5487838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49974 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -5487838.000000 Penalty: 3260.387207
	Iteration 48Q: 3 clusters Score -5487838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49976 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -5487837.500000 Penalty: 3260.387207
	Iteration 49Q: 3 clusters Score -5487838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49979 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -5487839.500000 Penalty: 3260.387207
	Iteration 50Q: 3 clusters Score -5487840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49981 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -5487836.000000 Penalty: 3260.387207
	Iteration 51Q: 3 clusters Score -5487836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49981 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -5487836.000000 Penalty: 3260.387207
	Iteration 52F: 3 clusters Score -5487836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 56319 members 
Mstep: Class 2 contains 5003 members 
Mstep: Class 3 contains 3687 members 
Mstep: Class 4 contains 7750 members 
Mstep: Class 5 contains 3993 members 
Mstep: Class 6 contains 24295 members 
Mstep: Class 7 contains 9787 members 
Mstep: Class 8 contains 12486 members 
Mstep: Class 9 contains 1811 members 
Mstep: Class 10 contains 46479 members 
Mstep: Class 11 contains 17070 members 
Mstep: Class 12 contains 7778 members 
Mstep: Class 13 contains 49981 members 
Mstep: Class 14 contains 44557 members 
Mstep: Class 15 contains 21551 members 
Mstep: Class 16 contains 8041 members 
Mstep: Class 17 contains 80286 members 
Mstep: Class 18 contains 6551 members 
Mstep: Class 19 contains 78643 members 
Mstep: Class 20 contains 148157 members 
Mstep: Class 21 contains 14537 members 
Mstep: Class 22 contains 7340 members 
Mstep: Class 23 contains 77725 members 
Mstep: Class 24 contains 18550 members 
Mstep: Class 25 contains 8455 members 
Mstep: Class 26 contains 17124 members 
Mstep: Class 27 contains 6870 members 
Mstep: Class 28 contains 26948 members 
Mstep: Class 29 contains 48545 members 
Mstep: Class 30 contains 11117 members 
Mstep: Class 31 contains 5731 members 
Mstep: Class 32 contains 11986 members 
Mstep: Class 33 contains 3288 members 
Mstep: Class 34 contains 7293 members 
Entering Unmasked Estep 
Score: -87886128.000000 Penalty: 69361.320312
Splitting cluster 13 changes total score from -87771056.000000 to -87886128.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 14 (44557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44557 members 
Entering Unmasked Estep 
Score: -4621319.500000 Penalty: 1592.833374
	Iteration 0F: 2 clusters Score -4621320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
Score: -4592176.500000 Penalty: 3185.666748
	Iteration 0F: 3 clusters Score -4592176 nChanged 20623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -4603765.500000 Penalty: 3185.666748
	Iteration 1F: 3 clusters Score -4603766 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -4604730.500000 Penalty: 3185.666748
	Iteration 2F: 3 clusters Score -4604730 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -4605871.500000 Penalty: 3185.666748
	Iteration 3F: 3 clusters Score -4605872 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 22299 members 
Entering Unmasked Estep 
Score: -4607275.500000 Penalty: 3185.666748
	Iteration 4F: 3 clusters Score -4607276 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
Score: -4608879.000000 Penalty: 3185.666748
	Iteration 5F: 3 clusters Score -4608879 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -4610484.000000 Penalty: 3185.666748
	Iteration 6F: 3 clusters Score -4610484 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -4611962.000000 Penalty: 3185.666748
	Iteration 7F: 3 clusters Score -4611962 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -4613102.000000 Penalty: 3185.666748
	Iteration 8Q: 3 clusters Score -4613102 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -4613916.500000 Penalty: 3185.666748
	Iteration 9Q: 3 clusters Score -4613916 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25136 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -4614627.000000 Penalty: 3185.666748
	Iteration 10Q: 3 clusters Score -4614627 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25922 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -4615275.500000 Penalty: 3185.666748
	Iteration 11Q: 3 clusters Score -4615276 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26640 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -4615842.500000 Penalty: 3185.666748
	Iteration 12Q: 3 clusters Score -4615842 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27370 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -4616330.500000 Penalty: 3185.666748
	Iteration 13Q: 3 clusters Score -4616330 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -4616782.000000 Penalty: 3185.666748
	Iteration 14Q: 3 clusters Score -4616782 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28769 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -4617157.500000 Penalty: 3185.666748
	Iteration 15Q: 3 clusters Score -4617158 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29440 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -4617496.500000 Penalty: 3185.666748
	Iteration 16Q: 3 clusters Score -4617496 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30090 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -4617885.000000 Penalty: 3185.666748
	Iteration 17Q: 3 clusters Score -4617885 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -4618201.000000 Penalty: 3185.666748
	Iteration 18Q: 3 clusters Score -4618201 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31395 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -4618499.500000 Penalty: 3185.666748
	Iteration 19Q: 3 clusters Score -4618500 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32000 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -4618745.000000 Penalty: 3185.666748
	Iteration 20F: 3 clusters Score -4618745 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32558 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -4618995.000000 Penalty: 3185.666748
	Iteration 21Q: 3 clusters Score -4618995 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33109 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -4619222.000000 Penalty: 3185.666748
	Iteration 22Q: 3 clusters Score -4619222 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33602 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -4619387.000000 Penalty: 3185.666748
	Iteration 23Q: 3 clusters Score -4619387 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34052 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -4619545.000000 Penalty: 3185.666748
	Iteration 24Q: 3 clusters Score -4619545 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34460 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -4619644.000000 Penalty: 3185.666748
	Iteration 25Q: 3 clusters Score -4619644 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34812 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -4619715.000000 Penalty: 3185.666748
	Iteration 26Q: 3 clusters Score -4619715 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35131 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -4619793.500000 Penalty: 3185.666748
	Iteration 27Q: 3 clusters Score -4619794 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35417 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -4619834.500000 Penalty: 3185.666748
	Iteration 28Q: 3 clusters Score -4619834 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35684 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -4619906.500000 Penalty: 3185.666748
	Iteration 29Q: 3 clusters Score -4619906 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35956 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -4619953.500000 Penalty: 3185.666748
	Iteration 30Q: 3 clusters Score -4619954 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36190 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -4620001.000000 Penalty: 3185.666748
	Iteration 31Q: 3 clusters Score -4620001 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36423 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -4620039.000000 Penalty: 3185.666748
	Iteration 32Q: 3 clusters Score -4620039 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36642 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -4620080.000000 Penalty: 3185.666748
	Iteration 33Q: 3 clusters Score -4620080 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36853 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -4620134.000000 Penalty: 3185.666748
	Iteration 34Q: 3 clusters Score -4620134 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37053 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -4620176.000000 Penalty: 3185.666748
	Iteration 35Q: 3 clusters Score -4620176 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37230 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -4620202.000000 Penalty: 3185.666748
	Iteration 36Q: 3 clusters Score -4620202 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37404 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -4620242.000000 Penalty: 3185.666748
	Iteration 37Q: 3 clusters Score -4620242 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37555 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -4620273.500000 Penalty: 3185.666748
	Iteration 38Q: 3 clusters Score -4620274 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37696 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -4620274.500000 Penalty: 3185.666748
	Iteration 39Q: 3 clusters Score -4620274 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37831 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -4620311.500000 Penalty: 3185.666748
	Iteration 40F: 3 clusters Score -4620312 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37966 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -4620335.500000 Penalty: 3185.666748
	Iteration 41Q: 3 clusters Score -4620336 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38062 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -4620345.500000 Penalty: 3185.666748
	Iteration 42Q: 3 clusters Score -4620346 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38137 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -4620342.500000 Penalty: 3185.666748
	Iteration 43Q: 3 clusters Score -4620342 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38203 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -4620360.500000 Penalty: 3185.666748
	Iteration 44Q: 3 clusters Score -4620360 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38266 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -4620370.500000 Penalty: 3185.666748
	Iteration 45Q: 3 clusters Score -4620370 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38339 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -4620381.500000 Penalty: 3185.666748
	Iteration 46Q: 3 clusters Score -4620382 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38414 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -4620416.500000 Penalty: 3185.666748
	Iteration 47Q: 3 clusters Score -4620416 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38481 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -4620413.000000 Penalty: 3185.666748
	Iteration 48Q: 3 clusters Score -4620413 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38536 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -4620412.000000 Penalty: 3185.666748
	Iteration 49Q: 3 clusters Score -4620412 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38605 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -4620417.500000 Penalty: 3185.666748
	Iteration 50Q: 3 clusters Score -4620418 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38669 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -4620428.500000 Penalty: 3185.666748
	Iteration 51Q: 3 clusters Score -4620428 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38735 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -4620426.500000 Penalty: 3185.666748
	Iteration 52Q: 3 clusters Score -4620426 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38779 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -4620440.000000 Penalty: 3185.666748
	Iteration 53Q: 3 clusters Score -4620440 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38820 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -4620442.500000 Penalty: 3185.666748
	Iteration 54Q: 3 clusters Score -4620442 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38876 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -4620453.000000 Penalty: 3185.666748
	Iteration 55Q: 3 clusters Score -4620453 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38926 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -4620465.500000 Penalty: 3185.666748
	Iteration 56Q: 3 clusters Score -4620466 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38983 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -4620475.500000 Penalty: 3185.666748
	Iteration 57Q: 3 clusters Score -4620476 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39031 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -4620477.000000 Penalty: 3185.666748
	Iteration 58Q: 3 clusters Score -4620477 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39084 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -4620477.000000 Penalty: 3185.666748
	Iteration 59Q: 3 clusters Score -4620477 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39136 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -4620489.500000 Penalty: 3185.666748
	Iteration 60F: 3 clusters Score -4620490 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39198 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -4620491.000000 Penalty: 3185.666748
	Iteration 61Q: 3 clusters Score -4620491 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39254 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -4620509.500000 Penalty: 3185.666748
	Iteration 62Q: 3 clusters Score -4620510 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39300 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -4620518.000000 Penalty: 3185.666748
	Iteration 63Q: 3 clusters Score -4620518 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39334 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -4620531.500000 Penalty: 3185.666748
	Iteration 64Q: 3 clusters Score -4620532 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39371 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -4620550.000000 Penalty: 3185.666748
	Iteration 65Q: 3 clusters Score -4620550 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39408 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -4620551.000000 Penalty: 3185.666748
	Iteration 66Q: 3 clusters Score -4620551 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39443 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -4620555.000000 Penalty: 3185.666748
	Iteration 67Q: 3 clusters Score -4620555 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39482 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -4620561.500000 Penalty: 3185.666748
	Iteration 68Q: 3 clusters Score -4620562 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39513 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -4620569.500000 Penalty: 3185.666748
	Iteration 69Q: 3 clusters Score -4620570 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39544 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -4620561.500000 Penalty: 3185.666748
	Iteration 70Q: 3 clusters Score -4620562 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39583 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -4620575.000000 Penalty: 3185.666748
	Iteration 71Q: 3 clusters Score -4620575 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39623 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -4620573.000000 Penalty: 3185.666748
	Iteration 72Q: 3 clusters Score -4620573 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39664 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -4620576.000000 Penalty: 3185.666748
	Iteration 73Q: 3 clusters Score -4620576 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39713 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -4620581.500000 Penalty: 3185.666748
	Iteration 74Q: 3 clusters Score -4620582 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39760 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -4620572.000000 Penalty: 3185.666748
	Iteration 75Q: 3 clusters Score -4620572 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39798 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -4620579.500000 Penalty: 3185.666748
	Iteration 76Q: 3 clusters Score -4620580 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39831 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -4620586.500000 Penalty: 3185.666748
	Iteration 77Q: 3 clusters Score -4620586 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39855 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -4620581.000000 Penalty: 3185.666748
	Iteration 78Q: 3 clusters Score -4620581 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39891 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -4620587.500000 Penalty: 3185.666748
	Iteration 79Q: 3 clusters Score -4620588 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39915 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -4620594.000000 Penalty: 3185.666748
	Iteration 80F: 3 clusters Score -4620594 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39938 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -4620598.000000 Penalty: 3185.666748
	Iteration 81Q: 3 clusters Score -4620598 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39956 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -4620596.000000 Penalty: 3185.666748
	Iteration 82Q: 3 clusters Score -4620596 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39976 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -4620596.500000 Penalty: 3185.666748
	Iteration 83Q: 3 clusters Score -4620596 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39994 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -4620611.000000 Penalty: 3185.666748
	Iteration 84Q: 3 clusters Score -4620611 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40011 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -4620609.500000 Penalty: 3185.666748
	Iteration 85Q: 3 clusters Score -4620610 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40027 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -4620619.500000 Penalty: 3185.666748
	Iteration 86Q: 3 clusters Score -4620620 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40042 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -4620619.000000 Penalty: 3185.666748
	Iteration 87Q: 3 clusters Score -4620619 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40065 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -4620609.000000 Penalty: 3185.666748
	Iteration 88Q: 3 clusters Score -4620609 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40097 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -4620613.500000 Penalty: 3185.666748
	Iteration 89Q: 3 clusters Score -4620614 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40138 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -4620614.000000 Penalty: 3185.666748
	Iteration 90Q: 3 clusters Score -4620614 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40173 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -4620623.000000 Penalty: 3185.666748
	Iteration 91Q: 3 clusters Score -4620623 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40210 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -4620640.000000 Penalty: 3185.666748
	Iteration 92Q: 3 clusters Score -4620640 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40237 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -4620652.000000 Penalty: 3185.666748
	Iteration 93Q: 3 clusters Score -4620652 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40275 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -4620668.500000 Penalty: 3185.666748
	Iteration 94Q: 3 clusters Score -4620668 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40305 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -4620659.000000 Penalty: 3185.666748
	Iteration 95Q: 3 clusters Score -4620659 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40328 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -4620658.000000 Penalty: 3185.666748
	Iteration 96Q: 3 clusters Score -4620658 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40354 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -4620659.500000 Penalty: 3185.666748
	Iteration 97Q: 3 clusters Score -4620660 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40388 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -4620670.000000 Penalty: 3185.666748
	Iteration 98Q: 3 clusters Score -4620670 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40412 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -4620675.500000 Penalty: 3185.666748
	Iteration 99Q: 3 clusters Score -4620676 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40433 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -4620688.000000 Penalty: 3185.666748
	Iteration 100F: 3 clusters Score -4620688 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40450 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -4620689.000000 Penalty: 3185.666748
	Iteration 101Q: 3 clusters Score -4620689 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40467 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -4620696.500000 Penalty: 3185.666748
	Iteration 102Q: 3 clusters Score -4620696 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40484 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -4620692.000000 Penalty: 3185.666748
	Iteration 103Q: 3 clusters Score -4620692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40499 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -4620686.500000 Penalty: 3185.666748
	Iteration 104Q: 3 clusters Score -4620686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40511 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -4620683.000000 Penalty: 3185.666748
	Iteration 105Q: 3 clusters Score -4620683 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40521 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -4620691.500000 Penalty: 3185.666748
	Iteration 106Q: 3 clusters Score -4620692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40529 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -4620687.500000 Penalty: 3185.666748
	Iteration 107Q: 3 clusters Score -4620688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40538 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -4620683.000000 Penalty: 3185.666748
	Iteration 108Q: 3 clusters Score -4620683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40543 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -4620684.500000 Penalty: 3185.666748
	Iteration 109Q: 3 clusters Score -4620684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40543 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -4620684.500000 Penalty: 3185.666748
	Iteration 110F: 3 clusters Score -4620684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (21551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Entering Unmasked Estep 
Score: -2056650.625000 Penalty: 1484.752808
	Iteration 0F: 2 clusters Score -2056651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -2042458.000000 Penalty: 2969.505615
	Iteration 0F: 3 clusters Score -2042458 nChanged 9553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -2047828.750000 Penalty: 2969.505615
	Iteration 1F: 3 clusters Score -2047829 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -2048410.875000 Penalty: 2969.505615
	Iteration 2F: 3 clusters Score -2048411 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -2048921.125000 Penalty: 2969.505615
	Iteration 3F: 3 clusters Score -2048921 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -2049466.875000 Penalty: 2969.505615
	Iteration 4F: 3 clusters Score -2049467 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -2050117.125000 Penalty: 2969.505615
	Iteration 5F: 3 clusters Score -2050117 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -2050994.375000 Penalty: 2969.505615
	Iteration 6F: 3 clusters Score -2050994 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -2052048.500000 Penalty: 2969.505615
	Iteration 7F: 3 clusters Score -2052048 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -2053167.875000 Penalty: 2969.505615
	Iteration 8F: 3 clusters Score -2053168 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -2054256.375000 Penalty: 2969.505615
	Iteration 9F: 3 clusters Score -2054256 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -2055151.750000 Penalty: 2969.505615
	Iteration 10Q: 3 clusters Score -2055152 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -2055838.375000 Penalty: 2969.505615
	Iteration 11Q: 3 clusters Score -2055838 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -2056310.125000 Penalty: 2969.505615
	Iteration 12Q: 3 clusters Score -2056310 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -2056522.250000 Penalty: 2969.505615
	Iteration 13Q: 3 clusters Score -2056522 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -2056623.250000 Penalty: 2969.505615
	Iteration 14Q: 3 clusters Score -2056623 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -2056714.625000 Penalty: 2969.505615
	Iteration 15Q: 3 clusters Score -2056715 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -2056790.500000 Penalty: 2969.505615
	Iteration 16Q: 3 clusters Score -2056790 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -2056829.875000 Penalty: 2969.505615
	Iteration 17Q: 3 clusters Score -2056830 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -2056869.500000 Penalty: 2969.505615
	Iteration 18Q: 3 clusters Score -2056870 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -2056892.000000 Penalty: 2969.505615
	Iteration 19Q: 3 clusters Score -2056892 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -2056907.500000 Penalty: 2969.505615
	Iteration 20F: 3 clusters Score -2056908 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -2056919.000000 Penalty: 2969.505615
	Iteration 21Q: 3 clusters Score -2056919 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -2056927.625000 Penalty: 2969.505615
	Iteration 22Q: 3 clusters Score -2056928 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -2056933.500000 Penalty: 2969.505615
	Iteration 23Q: 3 clusters Score -2056934 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -2056942.000000 Penalty: 2969.505615
	Iteration 24Q: 3 clusters Score -2056942 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -2056945.375000 Penalty: 2969.505615
	Iteration 25Q: 3 clusters Score -2056945 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -2056948.375000 Penalty: 2969.505615
	Iteration 26Q: 3 clusters Score -2056948 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -2056956.375000 Penalty: 2969.505615
	Iteration 27Q: 3 clusters Score -2056956 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -2056958.375000 Penalty: 2969.505615
	Iteration 28Q: 3 clusters Score -2056958 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -2056968.000000 Penalty: 2969.505615
	Iteration 29Q: 3 clusters Score -2056968 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -2056966.000000 Penalty: 2969.505615
	Iteration 30Q: 3 clusters Score -2056966 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -2056963.625000 Penalty: 2969.505615
	Iteration 31Q: 3 clusters Score -2056964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -2056965.500000 Penalty: 2969.505615
	Iteration 32Q: 3 clusters Score -2056966 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -2056969.500000 Penalty: 2969.505615
	Iteration 33Q: 3 clusters Score -2056970 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -2056975.500000 Penalty: 2969.505615
	Iteration 34Q: 3 clusters Score -2056976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -2056977.250000 Penalty: 2969.505615
	Iteration 35Q: 3 clusters Score -2056977 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -2056982.000000 Penalty: 2969.505615
	Iteration 36Q: 3 clusters Score -2056982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -2056984.000000 Penalty: 2969.505615
	Iteration 37Q: 3 clusters Score -2056984 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -2056992.000000 Penalty: 2969.505615
	Iteration 38Q: 3 clusters Score -2056992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -2056994.500000 Penalty: 2969.505615
	Iteration 39Q: 3 clusters Score -2056994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -2056996.125000 Penalty: 2969.505615
	Iteration 40F: 3 clusters Score -2056996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -2056996.125000 Penalty: 2969.505615
	Iteration 41Q: 3 clusters Score -2056996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -2056992.000000 Penalty: 2969.505615
	Iteration 42Q: 3 clusters Score -2056992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -2056995.750000 Penalty: 2969.505615
	Iteration 43Q: 3 clusters Score -2056996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -2056997.875000 Penalty: 2969.505615
	Iteration 44Q: 3 clusters Score -2056998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -2056999.250000 Penalty: 2969.505615
	Iteration 45Q: 3 clusters Score -2056999 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -2056996.875000 Penalty: 2969.505615
	Iteration 46Q: 3 clusters Score -2056997 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -2057003.250000 Penalty: 2969.505615
	Iteration 47Q: 3 clusters Score -2057003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -2057006.875000 Penalty: 2969.505615
	Iteration 48Q: 3 clusters Score -2057007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -2057005.000000 Penalty: 2969.505615
	Iteration 49Q: 3 clusters Score -2057005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -2057005.500000 Penalty: 2969.505615
	Iteration 50Q: 3 clusters Score -2057006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -2057002.500000 Penalty: 2969.505615
	Iteration 51Q: 3 clusters Score -2057002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
Score: -2057004.250000 Penalty: 2969.505615
	Iteration 52Q: 3 clusters Score -2057004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -2057006.125000 Penalty: 2969.505615
	Iteration 53Q: 3 clusters Score -2057006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -2057008.750000 Penalty: 2969.505615
	Iteration 54Q: 3 clusters Score -2057009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -2057006.000000 Penalty: 2969.505615
	Iteration 55Q: 3 clusters Score -2057006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -2057005.750000 Penalty: 2969.505615
	Iteration 56Q: 3 clusters Score -2057006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -2057006.375000 Penalty: 2969.505615
	Iteration 57Q: 3 clusters Score -2057006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -2057006.750000 Penalty: 2969.505615
	Iteration 58Q: 3 clusters Score -2057007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -2057006.750000 Penalty: 2969.505615
	Iteration 59F: 3 clusters Score -2057007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 56319 members 
Mstep: Class 2 contains 5003 members 
Mstep: Class 3 contains 3687 members 
Mstep: Class 4 contains 7750 members 
Mstep: Class 5 contains 3993 members 
Mstep: Class 6 contains 24295 members 
Mstep: Class 7 contains 9787 members 
Mstep: Class 8 contains 12486 members 
Mstep: Class 9 contains 1811 members 
Mstep: Class 10 contains 46479 members 
Mstep: Class 11 contains 17070 members 
Mstep: Class 12 contains 7778 members 
Mstep: Class 13 contains 49981 members 
Mstep: Class 14 contains 44557 members 
Mstep: Class 15 contains 2775 members 
Mstep: Class 16 contains 8041 members 
Mstep: Class 17 contains 80286 members 
Mstep: Class 18 contains 6551 members 
Mstep: Class 19 contains 78643 members 
Mstep: Class 20 contains 148157 members 
Mstep: Class 21 contains 14537 members 
Mstep: Class 22 contains 7340 members 
Mstep: Class 23 contains 77725 members 
Mstep: Class 24 contains 18550 members 
Mstep: Class 25 contains 8455 members 
Mstep: Class 26 contains 17124 members 
Mstep: Class 27 contains 6870 members 
Mstep: Class 28 contains 26948 members 
Mstep: Class 29 contains 48545 members 
Mstep: Class 30 contains 11117 members 
Mstep: Class 31 contains 5731 members 
Mstep: Class 32 contains 11986 members 
Mstep: Class 33 contains 3288 members 
Mstep: Class 34 contains 7293 members 
Mstep: Class 35 contains 18776 members 
Entering Unmasked Estep 
Score: -87885720.000000 Penalty: 71401.359375
Splitting cluster 15 changes total score from -87771056.000000 to -87885720.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 16 (8041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Entering Unmasked Estep 
Score: -794996.312500 Penalty: 1338.055542
	Iteration 0F: 2 clusters Score -794996.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -789384.000000 Penalty: 2676.111084
	Iteration 0F: 3 clusters Score -789384 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -791188.437500 Penalty: 2676.111084
	Iteration 1F: 3 clusters Score -791188.4 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -791497.937500 Penalty: 2676.111084
	Iteration 2F: 3 clusters Score -791497.9 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -791697.937500 Penalty: 2676.111084
	Iteration 3F: 3 clusters Score -791697.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -791868.437500 Penalty: 2676.111084
	Iteration 4Q: 3 clusters Score -791868.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -791998.312500 Penalty: 2676.111084
	Iteration 5Q: 3 clusters Score -791998.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -792115.250000 Penalty: 2676.111084
	Iteration 6Q: 3 clusters Score -792115.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -792223.812500 Penalty: 2676.111084
	Iteration 7Q: 3 clusters Score -792223.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -792330.187500 Penalty: 2676.111084
	Iteration 8Q: 3 clusters Score -792330.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -792446.750000 Penalty: 2676.111084
	Iteration 9Q: 3 clusters Score -792446.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -792585.437500 Penalty: 2676.111084
	Iteration 10Q: 3 clusters Score -792585.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -792763.062500 Penalty: 2676.111084
	Iteration 11Q: 3 clusters Score -792763.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -793028.000000 Penalty: 2676.111084
	Iteration 12Q: 3 clusters Score -793028 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -793352.750000 Penalty: 2676.111084
	Iteration 13Q: 3 clusters Score -793352.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -793840.812500 Penalty: 2676.111084
	Iteration 14Q: 3 clusters Score -793840.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -794499.437500 Penalty: 2676.111084
	Iteration 15F: 3 clusters Score -794499.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -795008.437500 Penalty: 2676.111084
	Iteration 16Q: 3 clusters Score -795008.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -795229.625000 Penalty: 2676.111084
	Iteration 17Q: 3 clusters Score -795229.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -795336.000000 Penalty: 2676.111084
	Iteration 18Q: 3 clusters Score -795336 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -795460.250000 Penalty: 2676.111084
	Iteration 19Q: 3 clusters Score -795460.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -795686.437500 Penalty: 2676.111084
	Iteration 20F: 3 clusters Score -795686.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -796146.000000 Penalty: 2676.111084
	Iteration 21Q: 3 clusters Score -796146 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -796448.500000 Penalty: 2676.111084
	Iteration 22Q: 3 clusters Score -796448.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -796605.687500 Penalty: 2676.111084
	Iteration 23Q: 3 clusters Score -796605.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -796657.562500 Penalty: 2676.111084
	Iteration 24Q: 3 clusters Score -796657.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -796669.062500 Penalty: 2676.111084
	Iteration 25Q: 3 clusters Score -796669.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -796667.812500 Penalty: 2676.111084
	Iteration 26Q: 3 clusters Score -796667.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -796670.125000 Penalty: 2676.111084
	Iteration 27Q: 3 clusters Score -796670.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -796670.625000 Penalty: 2676.111084
	Iteration 28Q: 3 clusters Score -796670.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -796670.625000 Penalty: 2676.111084
	Iteration 29F: 3 clusters Score -796670.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 56319 members 
Mstep: Class 2 contains 5003 members 
Mstep: Class 3 contains 3687 members 
Mstep: Class 4 contains 7750 members 
Mstep: Class 5 contains 3993 members 
Mstep: Class 6 contains 24295 members 
Mstep: Class 7 contains 9787 members 
Mstep: Class 8 contains 12486 members 
Mstep: Class 9 contains 1811 members 
Mstep: Class 10 contains 46479 members 
Mstep: Class 11 contains 17070 members 
Mstep: Class 12 contains 7778 members 
Mstep: Class 13 contains 49981 members 
Mstep: Class 14 contains 44557 members 
Mstep: Class 15 contains 2775 members 
Mstep: Class 16 contains 2695 members 
Mstep: Class 17 contains 80286 members 
Mstep: Class 18 contains 6551 members 
Mstep: Class 19 contains 78643 members 
Mstep: Class 20 contains 148157 members 
Mstep: Class 21 contains 14537 members 
Mstep: Class 22 contains 7340 members 
Mstep: Class 23 contains 77725 members 
Mstep: Class 24 contains 18550 members 
Mstep: Class 25 contains 8455 members 
Mstep: Class 26 contains 17124 members 
Mstep: Class 27 contains 6870 members 
Mstep: Class 28 contains 26948 members 
Mstep: Class 29 contains 48545 members 
Mstep: Class 30 contains 11117 members 
Mstep: Class 31 contains 5731 members 
Mstep: Class 32 contains 11986 members 
Mstep: Class 33 contains 3288 members 
Mstep: Class 34 contains 7293 members 
Mstep: Class 35 contains 18776 members 
Mstep: Class 36 contains 5346 members 
Entering Unmasked Estep 
Score: -87886784.000000 Penalty: 73441.398438
Splitting cluster 16 changes total score from -87771056.000000 to -87886784.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 17 (80286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80286 members 
Entering Unmasked Estep 
Score: -8229379.000000 Penalty: 1680.450562
	Iteration 0F: 2 clusters Score -8229379 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40344 members 
Mstep: Class 2 contains 39942 members 
Entering Unmasked Estep 
Score: -8176692.000000 Penalty: 3360.901123
	Iteration 0F: 3 clusters Score -8176692 nChanged 37844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43072 members 
Mstep: Class 2 contains 37214 members 
Entering Unmasked Estep 
Score: -8198503.500000 Penalty: 3360.901123
	Iteration 1F: 3 clusters Score -8198504 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45087 members 
Mstep: Class 2 contains 35199 members 
Entering Unmasked Estep 
Score: -8199946.500000 Penalty: 3360.901123
	Iteration 2Q: 3 clusters Score -8199946 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48026 members 
Mstep: Class 2 contains 32260 members 
Entering Unmasked Estep 
Score: -8202149.000000 Penalty: 3360.901123
	Iteration 3F: 3 clusters Score -8202149 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52078 members 
Mstep: Class 2 contains 28208 members 
Entering Unmasked Estep 
Score: -8205680.500000 Penalty: 3360.901123
	Iteration 4F: 3 clusters Score -8205680 nChanged 6305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57083 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -8210598.000000 Penalty: 3360.901123
	Iteration 5F: 3 clusters Score -8210598 nChanged 6198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62043 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -8215897.000000 Penalty: 3360.901123
	Iteration 6F: 3 clusters Score -8215897 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65907 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -8220440.500000 Penalty: 3360.901123
	Iteration 7F: 3 clusters Score -8220440 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68313 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -8223995.000000 Penalty: 3360.901123
	Iteration 8Q: 3 clusters Score -8223995 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69332 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -8226342.000000 Penalty: 3360.901123
	Iteration 9Q: 3 clusters Score -8226342 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69648 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -8227814.500000 Penalty: 3360.901123
	Iteration 10Q: 3 clusters Score -8227814 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69708 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -8228742.000000 Penalty: 3360.901123
	Iteration 11Q: 3 clusters Score -8228742 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69749 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -8229541.000000 Penalty: 3360.901123
	Iteration 12Q: 3 clusters Score -8229541 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69778 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -8230286.000000 Penalty: 3360.901123
	Iteration 13Q: 3 clusters Score -8230286 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69790 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -8230892.000000 Penalty: 3360.901123
	Iteration 14Q: 3 clusters Score -8230892 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69761 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -8231378.500000 Penalty: 3360.901123
	Iteration 15Q: 3 clusters Score -8231378 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69726 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -8231706.500000 Penalty: 3360.901123
	Iteration 16Q: 3 clusters Score -8231706 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69726 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -8231810.500000 Penalty: 3360.901123
	Iteration 17Q: 3 clusters Score -8231810 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69732 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -8231882.000000 Penalty: 3360.901123
	Iteration 18Q: 3 clusters Score -8231882 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69760 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -8231911.000000 Penalty: 3360.901123
	Iteration 19Q: 3 clusters Score -8231911 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69781 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -8231913.500000 Penalty: 3360.901123
	Iteration 20F: 3 clusters Score -8231914 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69802 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -8231921.500000 Penalty: 3360.901123
	Iteration 21Q: 3 clusters Score -8231922 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69820 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -8231922.000000 Penalty: 3360.901123
	Iteration 22Q: 3 clusters Score -8231922 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69835 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -8231920.500000 Penalty: 3360.901123
	Iteration 23Q: 3 clusters Score -8231920 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69842 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -8231909.500000 Penalty: 3360.901123
	Iteration 24Q: 3 clusters Score -8231910 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69850 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -8231903.500000 Penalty: 3360.901123
	Iteration 25Q: 3 clusters Score -8231904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69857 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -8231905.500000 Penalty: 3360.901123
	Iteration 26Q: 3 clusters Score -8231906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69863 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -8231902.500000 Penalty: 3360.901123
	Iteration 27Q: 3 clusters Score -8231902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69867 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -8231903.000000 Penalty: 3360.901123
	Iteration 28Q: 3 clusters Score -8231903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69872 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -8231895.500000 Penalty: 3360.901123
	Iteration 29Q: 3 clusters Score -8231896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69875 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -8231901.000000 Penalty: 3360.901123
	Iteration 30Q: 3 clusters Score -8231901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69878 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -8231903.000000 Penalty: 3360.901123
	Iteration 31Q: 3 clusters Score -8231903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69880 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -8231896.500000 Penalty: 3360.901123
	Iteration 32Q: 3 clusters Score -8231896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69880 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -8231895.500000 Penalty: 3360.901123
	Iteration 33Q: 3 clusters Score -8231896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69880 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -8231893.000000 Penalty: 3360.901123
	Iteration 34Q: 3 clusters Score -8231893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69879 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -8231890.500000 Penalty: 3360.901123
	Iteration 35Q: 3 clusters Score -8231890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69882 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -8231895.000000 Penalty: 3360.901123
	Iteration 36Q: 3 clusters Score -8231895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69885 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -8231903.000000 Penalty: 3360.901123
	Iteration 37Q: 3 clusters Score -8231903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69887 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -8231905.500000 Penalty: 3360.901123
	Iteration 38Q: 3 clusters Score -8231906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69890 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -8231898.500000 Penalty: 3360.901123
	Iteration 39Q: 3 clusters Score -8231898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69894 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -8231902.000000 Penalty: 3360.901123
	Iteration 40F: 3 clusters Score -8231902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69898 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -8231903.500000 Penalty: 3360.901123
	Iteration 41Q: 3 clusters Score -8231904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69902 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -8231906.500000 Penalty: 3360.901123
	Iteration 42Q: 3 clusters Score -8231906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69906 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -8231899.000000 Penalty: 3360.901123
	Iteration 43Q: 3 clusters Score -8231899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69909 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -8231903.500000 Penalty: 3360.901123
	Iteration 44Q: 3 clusters Score -8231904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69911 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -8231906.500000 Penalty: 3360.901123
	Iteration 45Q: 3 clusters Score -8231906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69911 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -8231905.500000 Penalty: 3360.901123
	Iteration 46Q: 3 clusters Score -8231906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69911 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -8231905.500000 Penalty: 3360.901123
	Iteration 47F: 3 clusters Score -8231906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 56319 members 
Mstep: Class 2 contains 5003 members 
Mstep: Class 3 contains 3687 members 
Mstep: Class 4 contains 7750 members 
Mstep: Class 5 contains 3993 members 
Mstep: Class 6 contains 24295 members 
Mstep: Class 7 contains 9787 members 
Mstep: Class 8 contains 12486 members 
Mstep: Class 9 contains 1811 members 
Mstep: Class 10 contains 46479 members 
Mstep: Class 11 contains 17070 members 
Mstep: Class 12 contains 7778 members 
Mstep: Class 13 contains 49981 members 
Mstep: Class 14 contains 44557 members 
Mstep: Class 15 contains 2775 members 
Mstep: Class 16 contains 2695 members 
Mstep: Class 17 contains 69911 members 
Mstep: Class 18 contains 6551 members 
Mstep: Class 19 contains 78643 members 
Mstep: Class 20 contains 148157 members 
Mstep: Class 21 contains 14537 members 
Mstep: Class 22 contains 7340 members 
Mstep: Class 23 contains 77725 members 
Mstep: Class 24 contains 18550 members 
Mstep: Class 25 contains 8455 members 
Mstep: Class 26 contains 17124 members 
Mstep: Class 27 contains 6870 members 
Mstep: Class 28 contains 26948 members 
Mstep: Class 29 contains 48545 members 
Mstep: Class 30 contains 11117 members 
Mstep: Class 31 contains 5731 members 
Mstep: Class 32 contains 11986 members 
Mstep: Class 33 contains 3288 members 
Mstep: Class 34 contains 7293 members 
Mstep: Class 35 contains 18776 members 
Mstep: Class 36 contains 5346 members 
Mstep: Class 37 contains 10375 members 
Entering Unmasked Estep 
Score: -87889280.000000 Penalty: 75481.437500
Splitting cluster 17 changes total score from -87771056.000000 to -87889280.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 18 (6551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Entering Unmasked Estep 
Score: -578849.125000 Penalty: 1307.561035
	Iteration 0F: 2 clusters Score -578849.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -574285.875000 Penalty: 2615.122070
	Iteration 0F: 3 clusters Score -574285.9 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -576047.312500 Penalty: 2615.122070
	Iteration 1F: 3 clusters Score -576047.3 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -576638.625000 Penalty: 2615.122070
	Iteration 2F: 3 clusters Score -576638.6 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -577172.437500 Penalty: 2615.122070
	Iteration 3F: 3 clusters Score -577172.4 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -577681.812500 Penalty: 2615.122070
	Iteration 4F: 3 clusters Score -577681.8 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -578208.750000 Penalty: 2615.122070
	Iteration 5F: 3 clusters Score -578208.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -578663.812500 Penalty: 2615.122070
	Iteration 6F: 3 clusters Score -578663.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -579141.875000 Penalty: 2615.122070
	Iteration 7F: 3 clusters Score -579141.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -579525.375000 Penalty: 2615.122070
	Iteration 8F: 3 clusters Score -579525.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -579705.875000 Penalty: 2615.122070
	Iteration 9Q: 3 clusters Score -579705.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -579798.062500 Penalty: 2615.122070
	Iteration 10Q: 3 clusters Score -579798.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -579857.687500 Penalty: 2615.122070
	Iteration 11Q: 3 clusters Score -579857.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -579911.312500 Penalty: 2615.122070
	Iteration 12Q: 3 clusters Score -579911.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -579954.562500 Penalty: 2615.122070
	Iteration 13Q: 3 clusters Score -579954.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -579985.562500 Penalty: 2615.122070
	Iteration 14Q: 3 clusters Score -579985.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -580018.750000 Penalty: 2615.122070
	Iteration 15Q: 3 clusters Score -580018.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -580051.687500 Penalty: 2615.122070
	Iteration 16Q: 3 clusters Score -580051.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -580097.125000 Penalty: 2615.122070
	Iteration 17Q: 3 clusters Score -580097.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -580153.062500 Penalty: 2615.122070
	Iteration 18Q: 3 clusters Score -580153.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -580211.937500 Penalty: 2615.122070
	Iteration 19Q: 3 clusters Score -580211.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -580279.375000 Penalty: 2615.122070
	Iteration 20F: 3 clusters Score -580279.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -580360.812500 Penalty: 2615.122070
	Iteration 21Q: 3 clusters Score -580360.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -580421.625000 Penalty: 2615.122070
	Iteration 22Q: 3 clusters Score -580421.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -580466.562500 Penalty: 2615.122070
	Iteration 23Q: 3 clusters Score -580466.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -580508.187500 Penalty: 2615.122070
	Iteration 24Q: 3 clusters Score -580508.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -580533.812500 Penalty: 2615.122070
	Iteration 25Q: 3 clusters Score -580533.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -580548.812500 Penalty: 2615.122070
	Iteration 26Q: 3 clusters Score -580548.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -580560.937500 Penalty: 2615.122070
	Iteration 27Q: 3 clusters Score -580560.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -580563.875000 Penalty: 2615.122070
	Iteration 28Q: 3 clusters Score -580563.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -580565.000000 Penalty: 2615.122070
	Iteration 29Q: 3 clusters Score -580565 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -580568.437500 Penalty: 2615.122070
	Iteration 30Q: 3 clusters Score -580568.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -580571.125000 Penalty: 2615.122070
	Iteration 31Q: 3 clusters Score -580571.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -580572.562500 Penalty: 2615.122070
	Iteration 32Q: 3 clusters Score -580572.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -580573.625000 Penalty: 2615.122070
	Iteration 33Q: 3 clusters Score -580573.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -580576.062500 Penalty: 2615.122070
	Iteration 34Q: 3 clusters Score -580576.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -580575.875000 Penalty: 2615.122070
	Iteration 35Q: 3 clusters Score -580575.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -580576.312500 Penalty: 2615.122070
	Iteration 36Q: 3 clusters Score -580576.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -580580.187500 Penalty: 2615.122070
	Iteration 37Q: 3 clusters Score -580580.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -580580.750000 Penalty: 2615.122070
	Iteration 38Q: 3 clusters Score -580580.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -580581.312500 Penalty: 2615.122070
	Iteration 39Q: 3 clusters Score -580581.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -580583.125000 Penalty: 2615.122070
	Iteration 40F: 3 clusters Score -580583.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -580584.937500 Penalty: 2615.122070
	Iteration 41Q: 3 clusters Score -580584.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -580584.812500 Penalty: 2615.122070
	Iteration 42Q: 3 clusters Score -580584.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -580586.500000 Penalty: 2615.122070
	Iteration 43Q: 3 clusters Score -580586.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -580588.562500 Penalty: 2615.122070
	Iteration 44Q: 3 clusters Score -580588.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -580587.937500 Penalty: 2615.122070
	Iteration 45Q: 3 clusters Score -580587.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -580590.312500 Penalty: 2615.122070
	Iteration 46Q: 3 clusters Score -580590.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -580590.250000 Penalty: 2615.122070
	Iteration 47Q: 3 clusters Score -580590.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -580590.625000 Penalty: 2615.122070
	Iteration 48Q: 3 clusters Score -580590.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -580590.625000 Penalty: 2615.122070
	Iteration 49F: 3 clusters Score -580590.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 56319 members 
Mstep: Class 2 contains 5003 members 
Mstep: Class 3 contains 3687 members 
Mstep: Class 4 contains 7750 members 
Mstep: Class 5 contains 3993 members 
Mstep: Class 6 contains 24295 members 
Mstep: Class 7 contains 9787 members 
Mstep: Class 8 contains 12486 members 
Mstep: Class 9 contains 1811 members 
Mstep: Class 10 contains 46479 members 
Mstep: Class 11 contains 17070 members 
Mstep: Class 12 contains 7778 members 
Mstep: Class 13 contains 49981 members 
Mstep: Class 14 contains 44557 members 
Mstep: Class 15 contains 2775 members 
Mstep: Class 16 contains 2695 members 
Mstep: Class 17 contains 69911 members 
Mstep: Class 18 contains 4320 members 
Mstep: Class 19 contains 78643 members 
Mstep: Class 20 contains 148157 members 
Mstep: Class 21 contains 14537 members 
Mstep: Class 22 contains 7340 members 
Mstep: Class 23 contains 77725 members 
Mstep: Class 24 contains 18550 members 
Mstep: Class 25 contains 8455 members 
Mstep: Class 26 contains 17124 members 
Mstep: Class 27 contains 6870 members 
Mstep: Class 28 contains 26948 members 
Mstep: Class 29 contains 48545 members 
Mstep: Class 30 contains 11117 members 
Mstep: Class 31 contains 5731 members 
Mstep: Class 32 contains 11986 members 
Mstep: Class 33 contains 3288 members 
Mstep: Class 34 contains 7293 members 
Mstep: Class 35 contains 18776 members 
Mstep: Class 36 contains 5346 members 
Mstep: Class 37 contains 10375 members 
Mstep: Class 38 contains 2231 members 
Entering Unmasked Estep 
Score: -87890200.000000 Penalty: 77521.476562
Splitting cluster 18 changes total score from -87771056.000000 to -87890200.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 19 (78643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78643 members 
Entering Unmasked Estep 
Score: -7872857.500000 Penalty: 1677.373901
	Iteration 0F: 2 clusters Score -7872858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39288 members 
Mstep: Class 2 contains 39355 members 
Entering Unmasked Estep 
Score: -7821324.000000 Penalty: 3354.747803
	Iteration 0F: 3 clusters Score -7821324 nChanged 36809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38403 members 
Mstep: Class 2 contains 40240 members 
Entering Unmasked Estep 
Score: -7842708.000000 Penalty: 3354.747803
	Iteration 1F: 3 clusters Score -7842708 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37791 members 
Mstep: Class 2 contains 40852 members 
Entering Unmasked Estep 
Score: -7844261.500000 Penalty: 3354.747803
	Iteration 2Q: 3 clusters Score -7844262 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36918 members 
Mstep: Class 2 contains 41725 members 
Entering Unmasked Estep 
Score: -7846507.500000 Penalty: 3354.747803
	Iteration 3F: 3 clusters Score -7846508 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35721 members 
Mstep: Class 2 contains 42922 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 34263 members 
Mstep: Class 2 contains 44380 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 32734 members 
Mstep: Class 2 contains 45909 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31381 members 
Mstep: Class 2 contains 47262 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 30304 members 
Mstep: Class 2 contains 48339 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -7863186 nChanged 2712
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Mstep: Class 1 contains 29332 members 
Mstep: Class 2 contains 49311 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 28406 members 
Mstep: Class 2 contains 50237 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27491 members 
Mstep: Class 2 contains 51152 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 52049 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -7865422 nChanged 975
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Mstep: Class 1 contains 25707 members 
Mstep: Class 2 contains 52936 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -7865703 nChanged 1022
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Mstep: Class 1 contains 24767 members 
Mstep: Class 2 contains 53876 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -7865983 nChanged 982
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Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 54796 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -7866264 nChanged 939
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Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 55699 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -7866452 nChanged 963
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Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 56626 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -7866770 nChanged 930
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Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 57530 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -7867032 nChanged 888
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Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 58400 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -7867305 nChanged 864
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Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 59234 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -7867537 nChanged 860
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Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 60046 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -7867788 nChanged 869
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Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 60873 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -7868064 nChanged 832
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Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 61683 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -7868345 nChanged 821
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Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 62482 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -7868548 nChanged 749
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Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 63201 members 
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	Iteration 25Q: 3 clusters Score -7868760 nChanged 719
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Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 63878 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -7868940 nChanged 690
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Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 64544 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -7869138 nChanged 646
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Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 65170 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -7869320 nChanged 600
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Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 65758 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -7869480 nChanged 559
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Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 66305 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -7869626 nChanged 516
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Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 66807 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -7869752 nChanged 548
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Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 67351 members 
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	Iteration 32Q: 3 clusters Score -7869873 nChanged 515
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Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 67866 members 
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	Iteration 33Q: 3 clusters Score -7870034 nChanged 492
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Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 68356 members 
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	Iteration 34Q: 3 clusters Score -7870184 nChanged 511
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Mstep: Class 1 contains 9776 members 
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	Iteration 35Q: 3 clusters Score -7870310 nChanged 494
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Mstep: Class 1 contains 9282 members 
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	Iteration 36Q: 3 clusters Score -7870435 nChanged 416
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Mstep: Class 1 contains 8872 members 
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	Iteration 37Q: 3 clusters Score -7870566 nChanged 387
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	Iteration 38Q: 3 clusters Score -7870654 nChanged 352
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	Iteration 39Q: 3 clusters Score -7870746 nChanged 315
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Mstep: Class 1 contains 7820 members 
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7870794 nChanged 326
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Mstep: Class 1 contains 7498 members 
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Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 71478 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 71781 members 
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Mstep: Class 1 contains 6592 members 
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Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7871042 nChanged 279
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Mstep: Class 1 contains 6327 members 
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	Iteration 45Q: 3 clusters Score -7871118 nChanged 258
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Mstep: Class 1 contains 6073 members 
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Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 72798 members 
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	Iteration 47Q: 3 clusters Score -7871218 nChanged 219
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Mstep: Class 1 contains 5636 members 
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	Iteration 48Q: 3 clusters Score -7871260 nChanged 191
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Mstep: Class 1 contains 5449 members 
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	Iteration 49Q: 3 clusters Score -7871328 nChanged 189
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Mstep: Class 1 contains 5260 members 
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	Iteration 50Q: 3 clusters Score -7871368 nChanged 163
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Mstep: Class 1 contains 5101 members 
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	Iteration 51Q: 3 clusters Score -7871380 nChanged 164
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Mstep: Class 1 contains 4943 members 
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	Iteration 52Q: 3 clusters Score -7871418 nChanged 163
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Mstep: Class 1 contains 4782 members 
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	Iteration 53Q: 3 clusters Score -7871452 nChanged 176
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Mstep: Class 1 contains 4606 members 
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	Iteration 54Q: 3 clusters Score -7871494 nChanged 173
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	Iteration 55Q: 3 clusters Score -7871525 nChanged 155
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	Iteration 56Q: 3 clusters Score -7871562 nChanged 157
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	Iteration 57Q: 3 clusters Score -7871594 nChanged 125
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	Iteration 58Q: 3 clusters Score -7871608 nChanged 113
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Mstep: Class 1 contains 3899 members 
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	Iteration 59Q: 3 clusters Score -7871636 nChanged 110
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Mstep: Class 1 contains 3805 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7871663 nChanged 88
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Mstep: Class 1 contains 3729 members 
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	Iteration 61Q: 3 clusters Score -7871696 nChanged 68
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Mstep: Class 1 contains 3673 members 
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	Iteration 62Q: 3 clusters Score -7871704 nChanged 53
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	Iteration 63Q: 3 clusters Score -7871707 nChanged 51
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	Iteration 64Q: 3 clusters Score -7871702 nChanged 52
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Mstep: Class 1 contains 3539 members 
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	Iteration 65Q: 3 clusters Score -7871718 nChanged 60
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Mstep: Class 1 contains 3483 members 
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	Iteration 66Q: 3 clusters Score -7871746 nChanged 64
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Mstep: Class 1 contains 3425 members 
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	Iteration 67Q: 3 clusters Score -7871749 nChanged 59
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Mstep: Class 1 contains 3372 members 
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	Iteration 68Q: 3 clusters Score -7871772 nChanged 52
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	Iteration 69Q: 3 clusters Score -7871800 nChanged 46
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	Iteration 70Q: 3 clusters Score -7871794 nChanged 32
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	Iteration 71Q: 3 clusters Score -7871804 nChanged 26
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	Iteration 72Q: 3 clusters Score -7871806 nChanged 26
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	Iteration 73Q: 3 clusters Score -7871814 nChanged 32
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	Iteration 74Q: 3 clusters Score -7871798 nChanged 37
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	Iteration 75Q: 3 clusters Score -7871796 nChanged 47
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	Iteration 76Q: 3 clusters Score -7871814 nChanged 50
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	Iteration 77Q: 3 clusters Score -7871834 nChanged 47
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	Iteration 78Q: 3 clusters Score -7871840 nChanged 36
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	Iteration 79Q: 3 clusters Score -7871844 nChanged 24
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	Iteration 80F: 3 clusters Score -7871842 nChanged 43
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	Iteration 81Q: 3 clusters Score -7871860 nChanged 38
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	Iteration 82Q: 3 clusters Score -7871868 nChanged 43
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	Iteration 83Q: 3 clusters Score -7871876 nChanged 51
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	Iteration 84Q: 3 clusters Score -7871880 nChanged 45
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	Iteration 85Q: 3 clusters Score -7871886 nChanged 63
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	Iteration 86Q: 3 clusters Score -7871881 nChanged 53
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	Iteration 87Q: 3 clusters Score -7871878 nChanged 54
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	Iteration 88Q: 3 clusters Score -7871916 nChanged 47
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	Iteration 89Q: 3 clusters Score -7871933 nChanged 41
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	Iteration 90Q: 3 clusters Score -7871948 nChanged 42
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	Iteration 91Q: 3 clusters Score -7871972 nChanged 35
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Mstep: Class 1 contains 2472 members 
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	Iteration 92Q: 3 clusters Score -7871978 nChanged 32
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	Iteration 93Q: 3 clusters Score -7871995 nChanged 34
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	Iteration 94Q: 3 clusters Score -7871999 nChanged 28
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Mstep: Class 2 contains 76241 members 
Entering Unmasked Estep 
Score: -7871997.000000 Penalty: 3354.747803
	Iteration 95Q: 3 clusters Score -7871997 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 76258 members 
Entering Unmasked Estep 
Score: -7872009.500000 Penalty: 3354.747803
	Iteration 96Q: 3 clusters Score -7872010 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 76273 members 
Entering Unmasked Estep 
Score: -7872011.000000 Penalty: 3354.747803
	Iteration 97Q: 3 clusters Score -7872011 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 76288 members 
Entering Unmasked Estep 
Score: -7872007.500000 Penalty: 3354.747803
	Iteration 98Q: 3 clusters Score -7872008 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 76308 members 
Entering Unmasked Estep 
Score: -7872013.500000 Penalty: 3354.747803
	Iteration 99Q: 3 clusters Score -7872014 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 76322 members 
Entering Unmasked Estep 
Score: -7872019.500000 Penalty: 3354.747803
	Iteration 100F: 3 clusters Score -7872020 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 76331 members 
Entering Unmasked Estep 
Score: -7872020.000000 Penalty: 3354.747803
	Iteration 101Q: 3 clusters Score -7872020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 76346 members 
Entering Unmasked Estep 
Score: -7872024.500000 Penalty: 3354.747803
	Iteration 102Q: 3 clusters Score -7872024 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 76359 members 
Entering Unmasked Estep 
Score: -7872048.000000 Penalty: 3354.747803
	Iteration 103Q: 3 clusters Score -7872048 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 76369 members 
Entering Unmasked Estep 
Score: -7872053.500000 Penalty: 3354.747803
	Iteration 104Q: 3 clusters Score -7872054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 76372 members 
Entering Unmasked Estep 
Score: -7872048.000000 Penalty: 3354.747803
	Iteration 105Q: 3 clusters Score -7872048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 76378 members 
Entering Unmasked Estep 
Score: -7872043.000000 Penalty: 3354.747803
	Iteration 106Q: 3 clusters Score -7872043 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 76380 members 
Entering Unmasked Estep 
Score: -7872043.500000 Penalty: 3354.747803
	Iteration 107Q: 3 clusters Score -7872044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 76382 members 
Entering Unmasked Estep 
Score: -7872042.500000 Penalty: 3354.747803
	Iteration 108Q: 3 clusters Score -7872042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 76385 members 
Entering Unmasked Estep 
Score: -7872041.000000 Penalty: 3354.747803
	Iteration 109Q: 3 clusters Score -7872041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 76389 members 
Entering Unmasked Estep 
Score: -7872045.500000 Penalty: 3354.747803
	Iteration 110Q: 3 clusters Score -7872046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 76394 members 
Entering Unmasked Estep 
Score: -7872048.000000 Penalty: 3354.747803
	Iteration 111Q: 3 clusters Score -7872048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 76398 members 
Entering Unmasked Estep 
Score: -7872047.500000 Penalty: 3354.747803
	Iteration 112Q: 3 clusters Score -7872048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 76398 members 
Entering Unmasked Estep 
Score: -7872052.000000 Penalty: 3354.747803
	Iteration 113Q: 3 clusters Score -7872052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 76401 members 
Entering Unmasked Estep 
Score: -7872046.500000 Penalty: 3354.747803
	Iteration 114Q: 3 clusters Score -7872046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 76400 members 
Entering Unmasked Estep 
Score: -7872046.000000 Penalty: 3354.747803
	Iteration 115Q: 3 clusters Score -7872046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 76401 members 
Entering Unmasked Estep 
Score: -7872050.000000 Penalty: 3354.747803
	Iteration 116Q: 3 clusters Score -7872050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 76402 members 
Entering Unmasked Estep 
Score: -7872047.500000 Penalty: 3354.747803
	Iteration 117Q: 3 clusters Score -7872048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 76403 members 
Entering Unmasked Estep 
Score: -7872043.500000 Penalty: 3354.747803
	Iteration 118Q: 3 clusters Score -7872044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 76403 members 
Entering Unmasked Estep 
Score: -7872043.500000 Penalty: 3354.747803
	Iteration 119F: 3 clusters Score -7872044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (148157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148157 members 
Entering Unmasked Estep 
Score: -14897644.000000 Penalty: 1771.616943
	Iteration 0F: 2 clusters Score -1.489764e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74174 members 
Mstep: Class 2 contains 73983 members 
Entering Unmasked Estep 
Score: -14800042.000000 Penalty: 3543.233887
	Iteration 0F: 3 clusters Score -1.480004e+07 nChanged 70716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76422 members 
Mstep: Class 2 contains 71735 members 
Entering Unmasked Estep 
Score: -14841802.000000 Penalty: 3543.233887
	Iteration 1F: 3 clusters Score -1.48418e+07 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78212 members 
Mstep: Class 2 contains 69945 members 
Entering Unmasked Estep 
Score: -14843673.000000 Penalty: 3543.233887
	Iteration 2Q: 3 clusters Score -1.484367e+07 nChanged 6640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80864 members 
Mstep: Class 2 contains 67293 members 
Entering Unmasked Estep 
Score: -14846512.000000 Penalty: 3543.233887
	Iteration 3Q: 3 clusters Score -1.484651e+07 nChanged 7574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84234 members 
Mstep: Class 2 contains 63923 members 
Entering Unmasked Estep 
Score: -14850355.000000 Penalty: 3543.233887
	Iteration 4F: 3 clusters Score -1.485036e+07 nChanged 8315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88231 members 
Mstep: Class 2 contains 59926 members 
Entering Unmasked Estep 
Score: -14854689.000000 Penalty: 3543.233887
	Iteration 5F: 3 clusters Score -1.485469e+07 nChanged 8851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93012 members 
Mstep: Class 2 contains 55145 members 
Entering Unmasked Estep 
Score: -14859448.000000 Penalty: 3543.233887
	Iteration 6F: 3 clusters Score -1.485945e+07 nChanged 8811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98233 members 
Mstep: Class 2 contains 49924 members 
Entering Unmasked Estep 
Score: -14864691.000000 Penalty: 3543.233887
	Iteration 7F: 3 clusters Score -1.486469e+07 nChanged 8401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103802 members 
Mstep: Class 2 contains 44355 members 
Entering Unmasked Estep 
Score: -14870416.000000 Penalty: 3543.233887
	Iteration 8F: 3 clusters Score -1.487042e+07 nChanged 7570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109060 members 
Mstep: Class 2 contains 39097 members 
Entering Unmasked Estep 
Score: -14875758.000000 Penalty: 3543.233887
	Iteration 9F: 3 clusters Score -1.487576e+07 nChanged 6345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113445 members 
Mstep: Class 2 contains 34712 members 
Entering Unmasked Estep 
Score: -14879898.000000 Penalty: 3543.233887
	Iteration 10Q: 3 clusters Score -1.48799e+07 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117126 members 
Mstep: Class 2 contains 31031 members 
Entering Unmasked Estep 
Score: -14882841.000000 Penalty: 3543.233887
	Iteration 11Q: 3 clusters Score -1.488284e+07 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120225 members 
Mstep: Class 2 contains 27932 members 
Entering Unmasked Estep 
Score: -14884942.000000 Penalty: 3543.233887
	Iteration 12Q: 3 clusters Score -1.488494e+07 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123050 members 
Mstep: Class 2 contains 25107 members 
Entering Unmasked Estep 
Score: -14886420.000000 Penalty: 3543.233887
	Iteration 13Q: 3 clusters Score -1.488642e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125563 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -14887582.000000 Penalty: 3543.233887
	Iteration 14Q: 3 clusters Score -1.488758e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127881 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -14888616.000000 Penalty: 3543.233887
	Iteration 15Q: 3 clusters Score -1.488862e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130045 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -14889498.000000 Penalty: 3543.233887
	Iteration 16Q: 3 clusters Score -1.48895e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132051 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -14890294.000000 Penalty: 3543.233887
	Iteration 17Q: 3 clusters Score -1.489029e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133892 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -14891013.000000 Penalty: 3543.233887
	Iteration 18Q: 3 clusters Score -1.489101e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135582 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -14891664.000000 Penalty: 3543.233887
	Iteration 19Q: 3 clusters Score -1.489166e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137093 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -14892397.000000 Penalty: 3543.233887
	Iteration 20F: 3 clusters Score -1.48924e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138481 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -14892923.000000 Penalty: 3543.233887
	Iteration 21Q: 3 clusters Score -1.489292e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139733 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -14893426.000000 Penalty: 3543.233887
	Iteration 22Q: 3 clusters Score -1.489343e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140848 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -14893962.000000 Penalty: 3543.233887
	Iteration 23Q: 3 clusters Score -1.489396e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141819 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -14894357.000000 Penalty: 3543.233887
	Iteration 24Q: 3 clusters Score -1.489436e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142603 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -14894831.000000 Penalty: 3543.233887
	Iteration 25Q: 3 clusters Score -1.489483e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143309 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -14895322.000000 Penalty: 3543.233887
	Iteration 26Q: 3 clusters Score -1.489532e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143937 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -14895802.000000 Penalty: 3543.233887
	Iteration 27Q: 3 clusters Score -1.48958e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144449 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -14896226.000000 Penalty: 3543.233887
	Iteration 28Q: 3 clusters Score -1.489623e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144833 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -14896533.000000 Penalty: 3543.233887
	Iteration 29Q: 3 clusters Score -1.489653e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145130 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -14896689.000000 Penalty: 3543.233887
	Iteration 30Q: 3 clusters Score -1.489669e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145344 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -14896840.000000 Penalty: 3543.233887
	Iteration 31Q: 3 clusters Score -1.489684e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145508 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -14896985.000000 Penalty: 3543.233887
	Iteration 32Q: 3 clusters Score -1.489698e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145633 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -14897069.000000 Penalty: 3543.233887
	Iteration 33Q: 3 clusters Score -1.489707e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145729 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -14897143.000000 Penalty: 3543.233887
	Iteration 34Q: 3 clusters Score -1.489714e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145806 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -14897203.000000 Penalty: 3543.233887
	Iteration 35Q: 3 clusters Score -1.48972e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145877 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -14897265.000000 Penalty: 3543.233887
	Iteration 36Q: 3 clusters Score -1.489726e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145930 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -14897297.000000 Penalty: 3543.233887
	Iteration 37Q: 3 clusters Score -1.48973e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145978 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -14897337.000000 Penalty: 3543.233887
	Iteration 38Q: 3 clusters Score -1.489734e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146021 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -14897362.000000 Penalty: 3543.233887
	Iteration 39Q: 3 clusters Score -1.489736e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146052 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -14897392.000000 Penalty: 3543.233887
	Iteration 40F: 3 clusters Score -1.489739e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146068 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -14897464.000000 Penalty: 3543.233887
	Iteration 41Q: 3 clusters Score -1.489746e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146090 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -14897480.000000 Penalty: 3543.233887
	Iteration 42Q: 3 clusters Score -1.489748e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146111 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -14897502.000000 Penalty: 3543.233887
	Iteration 43Q: 3 clusters Score -1.48975e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146126 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -14897510.000000 Penalty: 3543.233887
	Iteration 44Q: 3 clusters Score -1.489751e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146136 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -14897529.000000 Penalty: 3543.233887
	Iteration 45Q: 3 clusters Score -1.489753e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146138 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -14897545.000000 Penalty: 3543.233887
	Iteration 46Q: 3 clusters Score -1.489754e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146147 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -14897544.000000 Penalty: 3543.233887
	Iteration 47Q: 3 clusters Score -1.489754e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146147 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -14897556.000000 Penalty: 3543.233887
	Iteration 48Q: 3 clusters Score -1.489756e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146150 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -14897569.000000 Penalty: 3543.233887
	Iteration 49Q: 3 clusters Score -1.489757e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146147 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -14897565.000000 Penalty: 3543.233887
	Iteration 50Q: 3 clusters Score -1.489756e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146150 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -14897563.000000 Penalty: 3543.233887
	Iteration 51Q: 3 clusters Score -1.489756e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146156 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -14897567.000000 Penalty: 3543.233887
	Iteration 52Q: 3 clusters Score -1.489757e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146160 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -14897574.000000 Penalty: 3543.233887
	Iteration 53Q: 3 clusters Score -1.489757e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146159 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -14897576.000000 Penalty: 3543.233887
	Iteration 54Q: 3 clusters Score -1.489758e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146159 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -14897592.000000 Penalty: 3543.233887
	Iteration 55Q: 3 clusters Score -1.489759e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146156 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -14897577.000000 Penalty: 3543.233887
	Iteration 56Q: 3 clusters Score -1.489758e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146156 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -14897591.000000 Penalty: 3543.233887
	Iteration 57Q: 3 clusters Score -1.489759e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146148 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -14897605.000000 Penalty: 3543.233887
	Iteration 58Q: 3 clusters Score -1.48976e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146141 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -14897591.000000 Penalty: 3543.233887
	Iteration 59Q: 3 clusters Score -1.489759e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146133 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -14897605.000000 Penalty: 3543.233887
	Iteration 60F: 3 clusters Score -1.48976e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146133 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -14897621.000000 Penalty: 3543.233887
	Iteration 61Q: 3 clusters Score -1.489762e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146135 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -14897611.000000 Penalty: 3543.233887
	Iteration 62Q: 3 clusters Score -1.489761e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146134 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -14897613.000000 Penalty: 3543.233887
	Iteration 63Q: 3 clusters Score -1.489761e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146133 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -14897606.000000 Penalty: 3543.233887
	Iteration 64Q: 3 clusters Score -1.489761e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146136 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -14897628.000000 Penalty: 3543.233887
	Iteration 65Q: 3 clusters Score -1.489763e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146136 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -14897625.000000 Penalty: 3543.233887
	Iteration 66Q: 3 clusters Score -1.489762e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146133 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -14897621.000000 Penalty: 3543.233887
	Iteration 67Q: 3 clusters Score -1.489762e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146132 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -14897623.000000 Penalty: 3543.233887
	Iteration 68Q: 3 clusters Score -1.489762e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146134 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -14897619.000000 Penalty: 3543.233887
	Iteration 69Q: 3 clusters Score -1.489762e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146136 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -14897621.000000 Penalty: 3543.233887
	Iteration 70Q: 3 clusters Score -1.489762e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146134 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -14897618.000000 Penalty: 3543.233887
	Iteration 71Q: 3 clusters Score -1.489762e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146134 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -14897618.000000 Penalty: 3543.233887
	Iteration 72F: 3 clusters Score -1.489762e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Entering Unmasked Estep 
Score: -660369.000000 Penalty: 1324.482910
	Iteration 0F: 2 clusters Score -660369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -655343.062500 Penalty: 2648.965820
	Iteration 0F: 3 clusters Score -655343.1 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -658110.875000 Penalty: 2648.965820
	Iteration 1F: 3 clusters Score -658110.9 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -659535.000000 Penalty: 2648.965820
	Iteration 2F: 3 clusters Score -659535 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -660717.625000 Penalty: 2648.965820
	Iteration 3F: 3 clusters Score -660717.6 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -661515.375000 Penalty: 2648.965820
	Iteration 4F: 3 clusters Score -661515.4 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -661948.625000 Penalty: 2648.965820
	Iteration 5F: 3 clusters Score -661948.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -662197.625000 Penalty: 2648.965820
	Iteration 6Q: 3 clusters Score -662197.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -662347.000000 Penalty: 2648.965820
	Iteration 7Q: 3 clusters Score -662347 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -662403.500000 Penalty: 2648.965820
	Iteration 8Q: 3 clusters Score -662403.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -662436.562500 Penalty: 2648.965820
	Iteration 9Q: 3 clusters Score -662436.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -662462.187500 Penalty: 2648.965820
	Iteration 10Q: 3 clusters Score -662462.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -662477.937500 Penalty: 2648.965820
	Iteration 11Q: 3 clusters Score -662477.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -662494.187500 Penalty: 2648.965820
	Iteration 12Q: 3 clusters Score -662494.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -662506.562500 Penalty: 2648.965820
	Iteration 13Q: 3 clusters Score -662506.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -662517.187500 Penalty: 2648.965820
	Iteration 14Q: 3 clusters Score -662517.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -662522.437500 Penalty: 2648.965820
	Iteration 15Q: 3 clusters Score -662522.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -662525.062500 Penalty: 2648.965820
	Iteration 16Q: 3 clusters Score -662525.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -662526.187500 Penalty: 2648.965820
	Iteration 17Q: 3 clusters Score -662526.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -662528.437500 Penalty: 2648.965820
	Iteration 18Q: 3 clusters Score -662528.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -662529.437500 Penalty: 2648.965820
	Iteration 19Q: 3 clusters Score -662529.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -662530.000000 Penalty: 2648.965820
	Iteration 20F: 3 clusters Score -662530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -662532.687500 Penalty: 2648.965820
	Iteration 21Q: 3 clusters Score -662532.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -662533.062500 Penalty: 2648.965820
	Iteration 22Q: 3 clusters Score -662533.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -662532.312500 Penalty: 2648.965820
	Iteration 23Q: 3 clusters Score -662532.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -662534.000000 Penalty: 2648.965820
	Iteration 24Q: 3 clusters Score -662534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -662534.187500 Penalty: 2648.965820
	Iteration 25Q: 3 clusters Score -662534.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -662536.250000 Penalty: 2648.965820
	Iteration 26Q: 3 clusters Score -662536.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -662539.250000 Penalty: 2648.965820
	Iteration 27Q: 3 clusters Score -662539.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -662540.125000 Penalty: 2648.965820
	Iteration 28Q: 3 clusters Score -662540.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -662540.500000 Penalty: 2648.965820
	Iteration 29Q: 3 clusters Score -662540.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -662544.062500 Penalty: 2648.965820
	Iteration 30Q: 3 clusters Score -662544.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -662542.375000 Penalty: 2648.965820
	Iteration 31Q: 3 clusters Score -662542.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -662542.562500 Penalty: 2648.965820
	Iteration 32Q: 3 clusters Score -662542.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -662542.937500 Penalty: 2648.965820
	Iteration 33Q: 3 clusters Score -662542.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -662542.187500 Penalty: 2648.965820
	Iteration 34Q: 3 clusters Score -662542.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -662543.875000 Penalty: 2648.965820
	Iteration 35Q: 3 clusters Score -662543.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -662543.750000 Penalty: 2648.965820
	Iteration 36Q: 3 clusters Score -662543.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -662544.875000 Penalty: 2648.965820
	Iteration 37Q: 3 clusters Score -662544.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -662544.937500 Penalty: 2648.965820
	Iteration 38Q: 3 clusters Score -662544.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -662547.250000 Penalty: 2648.965820
	Iteration 39Q: 3 clusters Score -662547.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -662547.000000 Penalty: 2648.965820
	Iteration 40F: 3 clusters Score -662547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -662547.562500 Penalty: 2648.965820
	Iteration 41Q: 3 clusters Score -662547.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -662549.562500 Penalty: 2648.965820
	Iteration 42Q: 3 clusters Score -662549.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -662551.125000 Penalty: 2648.965820
	Iteration 43Q: 3 clusters Score -662551.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -662552.562500 Penalty: 2648.965820
	Iteration 44Q: 3 clusters Score -662552.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -662550.812500 Penalty: 2648.965820
	Iteration 45Q: 3 clusters Score -662550.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -662551.500000 Penalty: 2648.965820
	Iteration 46Q: 3 clusters Score -662551.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -662551.625000 Penalty: 2648.965820
	Iteration 47Q: 3 clusters Score -662551.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -662551.625000 Penalty: 2648.965820
	Iteration 48F: 3 clusters Score -662551.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 56319 members 
Mstep: Class 2 contains 5003 members 
Mstep: Class 3 contains 3687 members 
Mstep: Class 4 contains 7750 members 
Mstep: Class 5 contains 3993 members 
Mstep: Class 6 contains 24295 members 
Mstep: Class 7 contains 9787 members 
Mstep: Class 8 contains 12486 members 
Mstep: Class 9 contains 1811 members 
Mstep: Class 10 contains 46479 members 
Mstep: Class 11 contains 17070 members 
Mstep: Class 12 contains 7778 members 
Mstep: Class 13 contains 49981 members 
Mstep: Class 14 contains 44557 members 
Mstep: Class 15 contains 2775 members 
Mstep: Class 16 contains 2695 members 
Mstep: Class 17 contains 69911 members 
Mstep: Class 18 contains 4320 members 
Mstep: Class 19 contains 78643 members 
Mstep: Class 20 contains 148157 members 
Mstep: Class 21 contains 14537 members 
Mstep: Class 22 contains 4644 members 
Mstep: Class 23 contains 77725 members 
Mstep: Class 24 contains 18550 members 
Mstep: Class 25 contains 8455 members 
Mstep: Class 26 contains 17124 members 
Mstep: Class 27 contains 6870 members 
Mstep: Class 28 contains 26948 members 
Mstep: Class 29 contains 48545 members 
Mstep: Class 30 contains 11117 members 
Mstep: Class 31 contains 5731 members 
Mstep: Class 32 contains 11986 members 
Mstep: Class 33 contains 3288 members 
Mstep: Class 34 contains 7293 members 
Mstep: Class 35 contains 18776 members 
Mstep: Class 36 contains 5346 members 
Mstep: Class 37 contains 10375 members 
Mstep: Class 38 contains 2231 members 
Mstep: Class 39 contains 2696 members 
Entering Unmasked Estep 
Score: -87891672.000000 Penalty: 79561.515625
Splitting cluster 22 changes total score from -87771056.000000 to -87891672.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 23 (77725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77725 members 
Entering Unmasked Estep 
Score: -7856396.000000 Penalty: 1675.626709
	Iteration 0F: 2 clusters Score -7856396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38955 members 
Mstep: Class 2 contains 38770 members 
Entering Unmasked Estep 
Score: -7805255.500000 Penalty: 3351.253418
	Iteration 0F: 3 clusters Score -7805256 nChanged 36526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38367 members 
Mstep: Class 2 contains 39358 members 
Entering Unmasked Estep 
Score: -7826674.500000 Penalty: 3351.253418
	Iteration 1F: 3 clusters Score -7826674 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37832 members 
Mstep: Class 2 contains 39893 members 
Entering Unmasked Estep 
Score: -7828073.500000 Penalty: 3351.253418
	Iteration 2Q: 3 clusters Score -7828074 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37083 members 
Mstep: Class 2 contains 40642 members 
Entering Unmasked Estep 
Score: -7830002.500000 Penalty: 3351.253418
	Iteration 3F: 3 clusters Score -7830002 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36188 members 
Mstep: Class 2 contains 41537 members 
Entering Unmasked Estep 
Score: -7832400.500000 Penalty: 3351.253418
	Iteration 4F: 3 clusters Score -7832400 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35363 members 
Mstep: Class 2 contains 42362 members 
Entering Unmasked Estep 
Score: -7835088.500000 Penalty: 3351.253418
	Iteration 5F: 3 clusters Score -7835088 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34659 members 
Mstep: Class 2 contains 43066 members 
Entering Unmasked Estep 
Score: -7837725.000000 Penalty: 3351.253418
	Iteration 6F: 3 clusters Score -7837725 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33963 members 
Mstep: Class 2 contains 43762 members 
Entering Unmasked Estep 
Score: -7839816.000000 Penalty: 3351.253418
	Iteration 7F: 3 clusters Score -7839816 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33463 members 
Mstep: Class 2 contains 44262 members 
Entering Unmasked Estep 
Score: -7841497.500000 Penalty: 3351.253418
	Iteration 8Q: 3 clusters Score -7841498 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33079 members 
Mstep: Class 2 contains 44646 members 
Entering Unmasked Estep 
Score: -7842722.000000 Penalty: 3351.253418
	Iteration 9Q: 3 clusters Score -7842722 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32706 members 
Mstep: Class 2 contains 45019 members 
Entering Unmasked Estep 
Score: -7843844.500000 Penalty: 3351.253418
	Iteration 10Q: 3 clusters Score -7843844 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32355 members 
Mstep: Class 2 contains 45370 members 
Entering Unmasked Estep 
Score: -7844730.000000 Penalty: 3351.253418
	Iteration 11Q: 3 clusters Score -7844730 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31988 members 
Mstep: Class 2 contains 45737 members 
Entering Unmasked Estep 
Score: -7845464.000000 Penalty: 3351.253418
	Iteration 12Q: 3 clusters Score -7845464 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31575 members 
Mstep: Class 2 contains 46150 members 
Entering Unmasked Estep 
Score: -7846070.000000 Penalty: 3351.253418
	Iteration 13Q: 3 clusters Score -7846070 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31176 members 
Mstep: Class 2 contains 46549 members 
Entering Unmasked Estep 
Score: -7846498.000000 Penalty: 3351.253418
	Iteration 14Q: 3 clusters Score -7846498 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30680 members 
Mstep: Class 2 contains 47045 members 
Entering Unmasked Estep 
Score: -7846829.000000 Penalty: 3351.253418
	Iteration 15Q: 3 clusters Score -7846829 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30163 members 
Mstep: Class 2 contains 47562 members 
Entering Unmasked Estep 
Score: -7847015.500000 Penalty: 3351.253418
	Iteration 16Q: 3 clusters Score -7847016 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29601 members 
Mstep: Class 2 contains 48124 members 
Entering Unmasked Estep 
Score: -7847230.500000 Penalty: 3351.253418
	Iteration 17Q: 3 clusters Score -7847230 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29009 members 
Mstep: Class 2 contains 48716 members 
Entering Unmasked Estep 
Score: -7847386.000000 Penalty: 3351.253418
	Iteration 18Q: 3 clusters Score -7847386 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28326 members 
Mstep: Class 2 contains 49399 members 
Entering Unmasked Estep 
Score: -7847592.000000 Penalty: 3351.253418
	Iteration 19Q: 3 clusters Score -7847592 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27646 members 
Mstep: Class 2 contains 50079 members 
Entering Unmasked Estep 
Score: -7847808.500000 Penalty: 3351.253418
	Iteration 20F: 3 clusters Score -7847808 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 50787 members 
Entering Unmasked Estep 
Score: -7847988.500000 Penalty: 3351.253418
	Iteration 21Q: 3 clusters Score -7847988 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26221 members 
Mstep: Class 2 contains 51504 members 
Entering Unmasked Estep 
Score: -7848177.000000 Penalty: 3351.253418
	Iteration 22Q: 3 clusters Score -7848177 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25475 members 
Mstep: Class 2 contains 52250 members 
Entering Unmasked Estep 
Score: -7848401.000000 Penalty: 3351.253418
	Iteration 23Q: 3 clusters Score -7848401 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24719 members 
Mstep: Class 2 contains 53006 members 
Entering Unmasked Estep 
Score: -7848662.000000 Penalty: 3351.253418
	Iteration 24Q: 3 clusters Score -7848662 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 53897 members 
Entering Unmasked Estep 
Score: -7848987.500000 Penalty: 3351.253418
	Iteration 25Q: 3 clusters Score -7848988 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 54792 members 
Entering Unmasked Estep 
Score: -7849290.500000 Penalty: 3351.253418
	Iteration 26Q: 3 clusters Score -7849290 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 55706 members 
Entering Unmasked Estep 
Score: -7849640.000000 Penalty: 3351.253418
	Iteration 27Q: 3 clusters Score -7849640 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 56641 members 
Entering Unmasked Estep 
Score: -7849962.000000 Penalty: 3351.253418
	Iteration 28Q: 3 clusters Score -7849962 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 57580 members 
Entering Unmasked Estep 
Score: -7850377.500000 Penalty: 3351.253418
	Iteration 29Q: 3 clusters Score -7850378 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 58588 members 
Entering Unmasked Estep 
Score: -7850934.000000 Penalty: 3351.253418
	Iteration 30Q: 3 clusters Score -7850934 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 59607 members 
Entering Unmasked Estep 
Score: -7851491.000000 Penalty: 3351.253418
	Iteration 31Q: 3 clusters Score -7851491 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 60650 members 
Entering Unmasked Estep 
Score: -7852125.500000 Penalty: 3351.253418
	Iteration 32Q: 3 clusters Score -7852126 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 61682 members 
Entering Unmasked Estep 
Score: -7852772.500000 Penalty: 3351.253418
	Iteration 33Q: 3 clusters Score -7852772 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 62564 members 
Entering Unmasked Estep 
Score: -7853260.000000 Penalty: 3351.253418
	Iteration 34Q: 3 clusters Score -7853260 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 63348 members 
Entering Unmasked Estep 
Score: -7853667.500000 Penalty: 3351.253418
	Iteration 35Q: 3 clusters Score -7853668 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 64014 members 
Entering Unmasked Estep 
Score: -7853967.500000 Penalty: 3351.253418
	Iteration 36Q: 3 clusters Score -7853968 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 64607 members 
Entering Unmasked Estep 
Score: -7854196.000000 Penalty: 3351.253418
	Iteration 37Q: 3 clusters Score -7854196 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 65137 members 
Entering Unmasked Estep 
Score: -7854396.000000 Penalty: 3351.253418
	Iteration 38Q: 3 clusters Score -7854396 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 65632 members 
Entering Unmasked Estep 
Score: -7854534.500000 Penalty: 3351.253418
	Iteration 39Q: 3 clusters Score -7854534 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 66113 members 
Entering Unmasked Estep 
Score: -7854701.500000 Penalty: 3351.253418
	Iteration 40F: 3 clusters Score -7854702 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 66558 members 
Entering Unmasked Estep 
Score: -7854789.500000 Penalty: 3351.253418
	Iteration 41Q: 3 clusters Score -7854790 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 67000 members 
Entering Unmasked Estep 
Score: -7854903.500000 Penalty: 3351.253418
	Iteration 42Q: 3 clusters Score -7854904 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 67409 members 
Entering Unmasked Estep 
Score: -7855020.000000 Penalty: 3351.253418
	Iteration 43Q: 3 clusters Score -7855020 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 67795 members 
Entering Unmasked Estep 
Score: -7855153.500000 Penalty: 3351.253418
	Iteration 44Q: 3 clusters Score -7855154 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 68191 members 
Entering Unmasked Estep 
Score: -7855273.000000 Penalty: 3351.253418
	Iteration 45Q: 3 clusters Score -7855273 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 68576 members 
Entering Unmasked Estep 
Score: -7855361.500000 Penalty: 3351.253418
	Iteration 46Q: 3 clusters Score -7855362 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 68947 members 
Entering Unmasked Estep 
Score: -7855472.000000 Penalty: 3351.253418
	Iteration 47Q: 3 clusters Score -7855472 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 69309 members 
Entering Unmasked Estep 
Score: -7855572.500000 Penalty: 3351.253418
	Iteration 48Q: 3 clusters Score -7855572 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 69673 members 
Entering Unmasked Estep 
Score: -7855673.000000 Penalty: 3351.253418
	Iteration 49Q: 3 clusters Score -7855673 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 70026 members 
Entering Unmasked Estep 
Score: -7855765.000000 Penalty: 3351.253418
	Iteration 50Q: 3 clusters Score -7855765 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 70361 members 
Entering Unmasked Estep 
Score: -7855866.000000 Penalty: 3351.253418
	Iteration 51Q: 3 clusters Score -7855866 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 70680 members 
Entering Unmasked Estep 
Score: -7855953.000000 Penalty: 3351.253418
	Iteration 52Q: 3 clusters Score -7855953 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 70945 members 
Entering Unmasked Estep 
Score: -7855998.000000 Penalty: 3351.253418
	Iteration 53Q: 3 clusters Score -7855998 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 71167 members 
Entering Unmasked Estep 
Score: -7856064.500000 Penalty: 3351.253418
	Iteration 54Q: 3 clusters Score -7856064 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 71375 members 
Entering Unmasked Estep 
Score: -7856096.500000 Penalty: 3351.253418
	Iteration 55Q: 3 clusters Score -7856096 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 71530 members 
Entering Unmasked Estep 
Score: -7856118.000000 Penalty: 3351.253418
	Iteration 56Q: 3 clusters Score -7856118 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 71682 members 
Entering Unmasked Estep 
Score: -7856148.500000 Penalty: 3351.253418
	Iteration 57Q: 3 clusters Score -7856148 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 71828 members 
Entering Unmasked Estep 
Score: -7856200.500000 Penalty: 3351.253418
	Iteration 58Q: 3 clusters Score -7856200 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 71974 members 
Entering Unmasked Estep 
Score: -7856240.500000 Penalty: 3351.253418
	Iteration 59Q: 3 clusters Score -7856240 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 72108 members 
Entering Unmasked Estep 
Score: -7856278.000000 Penalty: 3351.253418
	Iteration 60F: 3 clusters Score -7856278 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 72235 members 
Entering Unmasked Estep 
Score: -7856283.500000 Penalty: 3351.253418
	Iteration 61Q: 3 clusters Score -7856284 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 72338 members 
Entering Unmasked Estep 
Score: -7856302.500000 Penalty: 3351.253418
	Iteration 62Q: 3 clusters Score -7856302 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 72433 members 
Entering Unmasked Estep 
Score: -7856312.500000 Penalty: 3351.253418
	Iteration 63Q: 3 clusters Score -7856312 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 72520 members 
Entering Unmasked Estep 
Score: -7856332.500000 Penalty: 3351.253418
	Iteration 64Q: 3 clusters Score -7856332 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 72604 members 
Entering Unmasked Estep 
Score: -7856335.500000 Penalty: 3351.253418
	Iteration 65Q: 3 clusters Score -7856336 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 72687 members 
Entering Unmasked Estep 
Score: -7856332.000000 Penalty: 3351.253418
	Iteration 66Q: 3 clusters Score -7856332 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 72780 members 
Entering Unmasked Estep 
Score: -7856328.000000 Penalty: 3351.253418
	Iteration 67Q: 3 clusters Score -7856328 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 72877 members 
Entering Unmasked Estep 
Score: -7856340.500000 Penalty: 3351.253418
	Iteration 68Q: 3 clusters Score -7856340 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 72966 members 
Entering Unmasked Estep 
Score: -7856367.000000 Penalty: 3351.253418
	Iteration 69Q: 3 clusters Score -7856367 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 73050 members 
Entering Unmasked Estep 
Score: -7856380.000000 Penalty: 3351.253418
	Iteration 70Q: 3 clusters Score -7856380 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 73116 members 
Entering Unmasked Estep 
Score: -7856378.000000 Penalty: 3351.253418
	Iteration 71Q: 3 clusters Score -7856378 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 73164 members 
Entering Unmasked Estep 
Score: -7856372.500000 Penalty: 3351.253418
	Iteration 72Q: 3 clusters Score -7856372 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 73200 members 
Entering Unmasked Estep 
Score: -7856374.500000 Penalty: 3351.253418
	Iteration 73Q: 3 clusters Score -7856374 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 73231 members 
Entering Unmasked Estep 
Score: -7856373.500000 Penalty: 3351.253418
	Iteration 74Q: 3 clusters Score -7856374 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 73259 members 
Entering Unmasked Estep 
Score: -7856378.000000 Penalty: 3351.253418
	Iteration 75Q: 3 clusters Score -7856378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 73277 members 
Entering Unmasked Estep 
Score: -7856403.000000 Penalty: 3351.253418
	Iteration 76Q: 3 clusters Score -7856403 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 73291 members 
Entering Unmasked Estep 
Score: -7856391.000000 Penalty: 3351.253418
	Iteration 77Q: 3 clusters Score -7856391 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 73304 members 
Entering Unmasked Estep 
Score: -7856388.500000 Penalty: 3351.253418
	Iteration 78Q: 3 clusters Score -7856388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 73317 members 
Entering Unmasked Estep 
Score: -7856394.000000 Penalty: 3351.253418
	Iteration 79Q: 3 clusters Score -7856394 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 73335 members 
Entering Unmasked Estep 
Score: -7856408.000000 Penalty: 3351.253418
	Iteration 80F: 3 clusters Score -7856408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 73347 members 
Entering Unmasked Estep 
Score: -7856411.500000 Penalty: 3351.253418
	Iteration 81Q: 3 clusters Score -7856412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 73358 members 
Entering Unmasked Estep 
Score: -7856403.500000 Penalty: 3351.253418
	Iteration 82Q: 3 clusters Score -7856404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 73365 members 
Entering Unmasked Estep 
Score: -7856407.500000 Penalty: 3351.253418
	Iteration 83Q: 3 clusters Score -7856408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 73370 members 
Entering Unmasked Estep 
Score: -7856403.500000 Penalty: 3351.253418
	Iteration 84Q: 3 clusters Score -7856404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 73375 members 
Entering Unmasked Estep 
Score: -7856398.000000 Penalty: 3351.253418
	Iteration 85Q: 3 clusters Score -7856398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 73378 members 
Entering Unmasked Estep 
Score: -7856401.000000 Penalty: 3351.253418
	Iteration 86Q: 3 clusters Score -7856401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 73383 members 
Entering Unmasked Estep 
Score: -7856405.000000 Penalty: 3351.253418
	Iteration 87Q: 3 clusters Score -7856405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 73387 members 
Entering Unmasked Estep 
Score: -7856407.500000 Penalty: 3351.253418
	Iteration 88Q: 3 clusters Score -7856408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 73393 members 
Entering Unmasked Estep 
Score: -7856417.000000 Penalty: 3351.253418
	Iteration 89Q: 3 clusters Score -7856417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 73398 members 
Entering Unmasked Estep 
Score: -7856423.000000 Penalty: 3351.253418
	Iteration 90Q: 3 clusters Score -7856423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 73403 members 
Entering Unmasked Estep 
Score: -7856425.000000 Penalty: 3351.253418
	Iteration 91Q: 3 clusters Score -7856425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 73407 members 
Entering Unmasked Estep 
Score: -7856416.000000 Penalty: 3351.253418
	Iteration 92Q: 3 clusters Score -7856416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 73413 members 
Entering Unmasked Estep 
Score: -7856418.500000 Penalty: 3351.253418
	Iteration 93Q: 3 clusters Score -7856418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 73419 members 
Entering Unmasked Estep 
Score: -7856419.500000 Penalty: 3351.253418
	Iteration 94Q: 3 clusters Score -7856420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 73424 members 
Entering Unmasked Estep 
Score: -7856419.000000 Penalty: 3351.253418
	Iteration 95Q: 3 clusters Score -7856419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 73431 members 
Entering Unmasked Estep 
Score: -7856425.500000 Penalty: 3351.253418
	Iteration 96Q: 3 clusters Score -7856426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 73436 members 
Entering Unmasked Estep 
Score: -7856420.000000 Penalty: 3351.253418
	Iteration 97Q: 3 clusters Score -7856420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 73437 members 
Entering Unmasked Estep 
Score: -7856406.000000 Penalty: 3351.253418
	Iteration 98Q: 3 clusters Score -7856406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 73439 members 
Entering Unmasked Estep 
Score: -7856410.500000 Penalty: 3351.253418
	Iteration 99Q: 3 clusters Score -7856410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 73439 members 
Entering Unmasked Estep 
Score: -7856410.500000 Penalty: 3351.253418
	Iteration 100F: 3 clusters Score -7856410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 56319 members 
Mstep: Class 2 contains 5003 members 
Mstep: Class 3 contains 3687 members 
Mstep: Class 4 contains 7750 members 
Mstep: Class 5 contains 3993 members 
Mstep: Class 6 contains 24295 members 
Mstep: Class 7 contains 9787 members 
Mstep: Class 8 contains 12486 members 
Mstep: Class 9 contains 1811 members 
Mstep: Class 10 contains 46479 members 
Mstep: Class 11 contains 17070 members 
Mstep: Class 12 contains 7778 members 
Mstep: Class 13 contains 49981 members 
Mstep: Class 14 contains 44557 members 
Mstep: Class 15 contains 2775 members 
Mstep: Class 16 contains 2695 members 
Mstep: Class 17 contains 69911 members 
Mstep: Class 18 contains 4320 members 
Mstep: Class 19 contains 78643 members 
Mstep: Class 20 contains 148157 members 
Mstep: Class 21 contains 14537 members 
Mstep: Class 22 contains 4644 members 
Mstep: Class 23 contains 4286 members 
Mstep: Class 24 contains 18550 members 
Mstep: Class 25 contains 8455 members 
Mstep: Class 26 contains 17124 members 
Mstep: Class 27 contains 6870 members 
Mstep: Class 28 contains 26948 members 
Mstep: Class 29 contains 48545 members 
Mstep: Class 30 contains 11117 members 
Mstep: Class 31 contains 5731 members 
Mstep: Class 32 contains 11986 members 
Mstep: Class 33 contains 3288 members 
Mstep: Class 34 contains 7293 members 
Mstep: Class 35 contains 18776 members 
Mstep: Class 36 contains 5346 members 
Mstep: Class 37 contains 10375 members 
Mstep: Class 38 contains 2231 members 
Mstep: Class 39 contains 2696 members 
Mstep: Class 40 contains 73439 members 
Entering Unmasked Estep 
Score: -87890808.000000 Penalty: 81601.554688
Splitting cluster 23 changes total score from -87771056.000000 to -87890808.000000
So it's getting split into cluster 40.
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 56319 members 
Mstep: Class 2 contains 5003 members 
Mstep: Class 3 contains 3687 members 
Mstep: Class 4 contains 7750 members 
Mstep: Class 5 contains 3993 members 
Mstep: Class 6 contains 24295 members 
Mstep: Class 7 contains 9787 members 
Mstep: Class 8 contains 12486 members 
Mstep: Class 9 contains 1811 members 
Mstep: Class 10 contains 46479 members 
Mstep: Class 11 contains 17070 members 
Mstep: Class 12 contains 7778 members 
Mstep: Class 13 contains 49981 members 
Mstep: Class 14 contains 44557 members 
Mstep: Class 15 contains 2775 members 
Mstep: Class 16 contains 2695 members 
Mstep: Class 17 contains 69911 members 
Mstep: Class 18 contains 4320 members 
Mstep: Class 19 contains 78643 members 
Mstep: Class 20 contains 148157 members 
Mstep: Class 22 contains 4644 members 
Mstep: Class 23 contains 4286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87918448.000000 Penalty: 81601.554688
Iteration 39Q: 41 clusters Score -8.791845e+07 nChanged 37707
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 54121 members 
Mstep: Class 2 contains 5403 members 
Mstep: Class 3 contains 3782 members 
Mstep: Class 4 contains 7778 members 
Mstep: Class 5 contains 4260 members 
Mstep: Class 6 contains 24583 members 
Mstep: Class 7 contains 10039 members 
Mstep: Class 8 contains 12742 members 
Mstep: Class 9 contains 2134 members 
Mstep: Class 10 contains 48427 members 
Mstep: Class 11 contains 17172 members 
Mstep: Class 12 contains 8204 members 
Mstep: Class 13 contains 51294 members 
Mstep: Class 14 contains 47037 members 
Mstep: Class 15 contains 3076 members 
Mstep: Class 16 contains 3133 members 
Mstep: Class 17 contains 69833 members 
Mstep: Class 18 contains 4370 members 
Mstep: Class 19 contains 78738 members 
Mstep: Class 20 contains 149981 members 
Mstep: Class 21 contains 15222 members 
Mstep: Class 22 contains 4798 members 
Mstep: Class 23 contains 4394 members 
Mstep: Class 24 contains 17260 members 
Mstep: Class 25 contains 8031 members 
Mstep: Class 26 contains 17134 members 
Mstep: Class 27 contains 6916 members 
Mstep: Class 28 contains 24007 members 
Mstep: Class 29 contains 47395 members 
Mstep: Class 30 contains 10811 members 
Mstep: Class 31 contains 6029 members 
Mstep: Class 32 contains 11596 members 
Mstep: Class 33 contains 2930 members 
Mstep: Class 34 contains 7033 members 
Mstep: Class 35 contains 16889 members 
Mstep: Class 36 contains 5502 members 
Mstep: Class 37 contains 10209 members 
Mstep: Class 38 contains 2396 members 
Mstep: Class 39 contains 2654 members 
Mstep: Class 40 contains 72427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87943616.000000 Penalty: 81601.554688
Iteration 40F: 41 clusters Score -8.794362e+07 nChanged 27846
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 52374 members 
Mstep: Class 2 contains 5720 members 
Mstep: Class 3 contains 3713 members 
Mstep: Class 4 contains 7827 members 
Mstep: Class 5 contains 4281 members 
Mstep: Class 6 contains 24087 members 
Mstep: Class 7 contains 10226 members 
Mstep: Class 8 contains 12431 members 
Mstep: Class 9 contains 2286 members 
Mstep: Class 10 contains 48149 members 
Mstep: Class 11 contains 16928 members 
Mstep: Class 12 contains 8452 members 
Mstep: Class 13 contains 51173 members 
Mstep: Class 14 contains 49064 members 
Mstep: Class 15 contains 3208 members 
Mstep: Class 16 contains 3283 members 
Mstep: Class 17 contains 68941 members 
Mstep: Class 18 contains 4108 members 
Mstep: Class 19 contains 78231 members 
Mstep: Class 20 contains 148945 members 
Mstep: Class 21 contains 15297 members 
Mstep: Class 22 contains 4636 members 
Mstep: Class 23 contains 4451 members 
Mstep: Class 24 contains 17305 members 
Mstep: Class 25 contains 7945 members 
Mstep: Class 26 contains 17412 members 
Mstep: Class 27 contains 7303 members 
Mstep: Class 28 contains 23023 members 
Mstep: Class 29 contains 47008 members 
Mstep: Class 30 contains 10709 members 
Mstep: Class 31 contains 6263 members 
Mstep: Class 32 contains 11510 members 
Mstep: Class 33 contains 3092 members 
Mstep: Class 34 contains 7491 members 
Mstep: Class 35 contains 16400 members 
Mstep: Class 36 contains 6091 members 
Mstep: Class 37 contains 11805 members 
Mstep: Class 38 contains 2584 members 
Mstep: Class 39 contains 2772 members 
Mstep: Class 40 contains 73221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87954920.000000 Penalty: 81601.554688
Iteration 41Q: 41 clusters Score -8.795492e+07 nChanged 17925
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 51173 members 
Mstep: Class 2 contains 6035 members 
Mstep: Class 3 contains 3735 members 
Mstep: Class 4 contains 7948 members 
Mstep: Class 5 contains 4397 members 
Mstep: Class 6 contains 23736 members 
Mstep: Class 7 contains 10384 members 
Mstep: Class 8 contains 12230 members 
Mstep: Class 9 contains 2390 members 
Mstep: Class 10 contains 47812 members 
Mstep: Class 11 contains 16767 members 
Mstep: Class 12 contains 8676 members 
Mstep: Class 13 contains 51219 members 
Mstep: Class 14 contains 50696 members 
Mstep: Class 15 contains 3332 members 
Mstep: Class 16 contains 3522 members 
Mstep: Class 17 contains 68453 members 
Mstep: Class 18 contains 3919 members 
Mstep: Class 19 contains 77720 members 
Mstep: Class 20 contains 147995 members 
Mstep: Class 21 contains 15300 members 
Mstep: Class 22 contains 4593 members 
Mstep: Class 23 contains 4520 members 
Mstep: Class 24 contains 17310 members 
Mstep: Class 25 contains 7878 members 
Mstep: Class 26 contains 17513 members 
Mstep: Class 27 contains 7630 members 
Mstep: Class 28 contains 22212 members 
Mstep: Class 29 contains 46285 members 
Mstep: Class 30 contains 10547 members 
Mstep: Class 31 contains 6321 members 
Mstep: Class 32 contains 11456 members 
Mstep: Class 33 contains 3169 members 
Mstep: Class 34 contains 7755 members 
Mstep: Class 35 contains 15992 members 
Mstep: Class 36 contains 6699 members 
Mstep: Class 37 contains 13108 members 
Mstep: Class 38 contains 2757 members 
Mstep: Class 39 contains 2817 members 
Mstep: Class 40 contains 73747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87962208.000000 Penalty: 81601.554688
Iteration 42Q: 41 clusters Score -8.796221e+07 nChanged 14221
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 50410 members 
Mstep: Class 2 contains 6290 members 
Mstep: Class 3 contains 3801 members 
Mstep: Class 4 contains 8029 members 
Mstep: Class 5 contains 4517 members 
Mstep: Class 6 contains 23436 members 
Mstep: Class 7 contains 10542 members 
Mstep: Class 8 contains 12029 members 
Mstep: Class 9 contains 2485 members 
Mstep: Class 10 contains 47294 members 
Mstep: Class 11 contains 16668 members 
Mstep: Class 12 contains 8877 members 
Mstep: Class 13 contains 51219 members 
Mstep: Class 14 contains 52009 members 
Mstep: Class 15 contains 3413 members 
Mstep: Class 16 contains 3780 members 
Mstep: Class 17 contains 68050 members 
Mstep: Class 18 contains 3779 members 
Mstep: Class 19 contains 77217 members 
Mstep: Class 20 contains 147125 members 
Mstep: Class 21 contains 15276 members 
Mstep: Class 22 contains 4565 members 
Mstep: Class 23 contains 4591 members 
Mstep: Class 24 contains 17301 members 
Mstep: Class 25 contains 7815 members 
Mstep: Class 26 contains 17542 members 
Mstep: Class 27 contains 7922 members 
Mstep: Class 28 contains 21486 members 
Mstep: Class 29 contains 45504 members 
Mstep: Class 30 contains 10375 members 
Mstep: Class 31 contains 6345 members 
Mstep: Class 32 contains 11436 members 
Mstep: Class 33 contains 3212 members 
Mstep: Class 34 contains 7965 members 
Mstep: Class 35 contains 15744 members 
Mstep: Class 36 contains 7230 members 
Mstep: Class 37 contains 14453 members 
Mstep: Class 38 contains 2919 members 
Mstep: Class 39 contains 2836 members 
Mstep: Class 40 contains 74261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87967032.000000 Penalty: 81601.554688
Iteration 43Q: 41 clusters Score -8.796703e+07 nChanged 12054
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 49849 members 
Mstep: Class 2 contains 6517 members 
Mstep: Class 3 contains 3895 members 
Mstep: Class 4 contains 8130 members 
Mstep: Class 5 contains 4635 members 
Mstep: Class 6 contains 23168 members 
Mstep: Class 7 contains 10701 members 
Mstep: Class 8 contains 11857 members 
Mstep: Class 9 contains 2559 members 
Mstep: Class 10 contains 46665 members 
Mstep: Class 11 contains 16600 members 
Mstep: Class 12 contains 9043 members 
Mstep: Class 13 contains 51091 members 
Mstep: Class 14 contains 53038 members 
Mstep: Class 15 contains 3483 members 
Mstep: Class 16 contains 4009 members 
Mstep: Class 17 contains 67676 members 
Mstep: Class 18 contains 3681 members 
Mstep: Class 19 contains 76778 members 
Mstep: Class 20 contains 146207 members 
Mstep: Class 21 contains 15252 members 
Mstep: Class 22 contains 4550 members 
Mstep: Class 23 contains 4670 members 
Mstep: Class 24 contains 17315 members 
Mstep: Class 25 contains 7755 members 
Mstep: Class 26 contains 17546 members 
Mstep: Class 27 contains 8203 members 
Mstep: Class 28 contains 20893 members 
Mstep: Class 29 contains 44716 members 
Mstep: Class 30 contains 10212 members 
Mstep: Class 31 contains 6354 members 
Mstep: Class 32 contains 11435 members 
Mstep: Class 33 contains 3245 members 
Mstep: Class 34 contains 8169 members 
Mstep: Class 35 contains 15564 members 
Mstep: Class 36 contains 7729 members 
Mstep: Class 37 contains 15820 members 
Mstep: Class 38 contains 3073 members 
Mstep: Class 39 contains 2819 members 
Mstep: Class 40 contains 74846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87970936.000000 Penalty: 81601.554688
Iteration 44Q: 41 clusters Score -8.797094e+07 nChanged 10573
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 49430 members 
Mstep: Class 2 contains 6701 members 
Mstep: Class 3 contains 3981 members 
Mstep: Class 4 contains 8213 members 
Mstep: Class 5 contains 4759 members 
Mstep: Class 6 contains 22943 members 
Mstep: Class 7 contains 10852 members 
Mstep: Class 8 contains 11710 members 
Mstep: Class 9 contains 2620 members 
Mstep: Class 10 contains 45909 members 
Mstep: Class 11 contains 16531 members 
Mstep: Class 12 contains 9152 members 
Mstep: Class 13 contains 50944 members 
Mstep: Class 14 contains 53836 members 
Mstep: Class 15 contains 3590 members 
Mstep: Class 16 contains 4215 members 
Mstep: Class 17 contains 67357 members 
Mstep: Class 18 contains 3580 members 
Mstep: Class 19 contains 76394 members 
Mstep: Class 20 contains 145350 members 
Mstep: Class 21 contains 15222 members 
Mstep: Class 22 contains 4541 members 
Mstep: Class 23 contains 4742 members 
Mstep: Class 24 contains 17395 members 
Mstep: Class 25 contains 7700 members 
Mstep: Class 26 contains 17554 members 
Mstep: Class 27 contains 8392 members 
Mstep: Class 28 contains 20341 members 
Mstep: Class 29 contains 43927 members 
Mstep: Class 30 contains 10080 members 
Mstep: Class 31 contains 6357 members 
Mstep: Class 32 contains 11434 members 
Mstep: Class 33 contains 3256 members 
Mstep: Class 34 contains 8354 members 
Mstep: Class 35 contains 15415 members 
Mstep: Class 36 contains 8225 members 
Mstep: Class 37 contains 17219 members 
Mstep: Class 38 contains 3225 members 
Mstep: Class 39 contains 2802 members 
Mstep: Class 40 contains 75500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87974200.000000 Penalty: 81601.554688
Iteration 45Q: 41 clusters Score -8.79742e+07 nChanged 9416
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 49122 members 
Mstep: Class 2 contains 6879 members 
Mstep: Class 3 contains 4058 members 
Mstep: Class 4 contains 8313 members 
Mstep: Class 5 contains 4875 members 
Mstep: Class 6 contains 22790 members 
Mstep: Class 7 contains 10982 members 
Mstep: Class 8 contains 11562 members 
Mstep: Class 9 contains 2676 members 
Mstep: Class 10 contains 45147 members 
Mstep: Class 11 contains 16483 members 
Mstep: Class 12 contains 9230 members 
Mstep: Class 13 contains 50797 members 
Mstep: Class 14 contains 54438 members 
Mstep: Class 15 contains 3661 members 
Mstep: Class 16 contains 4359 members 
Mstep: Class 17 contains 66997 members 
Mstep: Class 18 contains 3501 members 
Mstep: Class 19 contains 76075 members 
Mstep: Class 20 contains 144566 members 
Mstep: Class 21 contains 15205 members 
Mstep: Class 22 contains 4537 members 
Mstep: Class 23 contains 4816 members 
Mstep: Class 24 contains 17434 members 
Mstep: Class 25 contains 7656 members 
Mstep: Class 26 contains 17573 members 
Mstep: Class 27 contains 8533 members 
Mstep: Class 28 contains 19837 members 
Mstep: Class 29 contains 43149 members 
Mstep: Class 30 contains 9973 members 
Mstep: Class 31 contains 6359 members 
Mstep: Class 32 contains 11433 members 
Mstep: Class 33 contains 3269 members 
Mstep: Class 34 contains 8518 members 
Mstep: Class 35 contains 15300 members 
Mstep: Class 36 contains 8729 members 
Mstep: Class 37 contains 18585 members 
Mstep: Class 38 contains 3371 members 
Mstep: Class 39 contains 2785 members 
Mstep: Class 40 contains 76175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87976768.000000 Penalty: 81601.554688
Iteration 46Q: 41 clusters Score -8.797677e+07 nChanged 8469
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 48920 members 
Mstep: Class 2 contains 7020 members 
Mstep: Class 3 contains 4118 members 
Mstep: Class 4 contains 8402 members 
Mstep: Class 5 contains 4962 members 
Mstep: Class 6 contains 22669 members 
Mstep: Class 7 contains 11109 members 
Mstep: Class 8 contains 11451 members 
Mstep: Class 9 contains 2715 members 
Mstep: Class 10 contains 44423 members 
Mstep: Class 11 contains 16443 members 
Mstep: Class 12 contains 9291 members 
Mstep: Class 13 contains 50607 members 
Mstep: Class 14 contains 54884 members 
Mstep: Class 15 contains 3730 members 
Mstep: Class 16 contains 4483 members 
Mstep: Class 17 contains 66663 members 
Mstep: Class 18 contains 3415 members 
Mstep: Class 19 contains 75856 members 
Mstep: Class 20 contains 143818 members 
Mstep: Class 21 contains 15193 members 
Mstep: Class 22 contains 4536 members 
Mstep: Class 23 contains 4895 members 
Mstep: Class 24 contains 17526 members 
Mstep: Class 25 contains 7627 members 
Mstep: Class 26 contains 17580 members 
Mstep: Class 27 contains 8625 members 
Mstep: Class 28 contains 19396 members 
Mstep: Class 29 contains 42339 members 
Mstep: Class 30 contains 9892 members 
Mstep: Class 31 contains 6360 members 
Mstep: Class 32 contains 11437 members 
Mstep: Class 33 contains 3278 members 
Mstep: Class 34 contains 8626 members 
Mstep: Class 35 contains 15195 members 
Mstep: Class 36 contains 9301 members 
Mstep: Class 37 contains 19855 members 
Mstep: Class 38 contains 3537 members 
Mstep: Class 39 contains 2762 members 
Mstep: Class 40 contains 76809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87978624.000000 Penalty: 81601.554688
Iteration 47Q: 41 clusters Score -8.797862e+07 nChanged 7772
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 48758 members 
Mstep: Class 2 contains 7167 members 
Mstep: Class 3 contains 4161 members 
Mstep: Class 4 contains 8518 members 
Mstep: Class 5 contains 5049 members 
Mstep: Class 6 contains 22561 members 
Mstep: Class 7 contains 11233 members 
Mstep: Class 8 contains 11358 members 
Mstep: Class 9 contains 2753 members 
Mstep: Class 10 contains 43817 members 
Mstep: Class 11 contains 16411 members 
Mstep: Class 12 contains 9353 members 
Mstep: Class 13 contains 50445 members 
Mstep: Class 14 contains 55212 members 
Mstep: Class 15 contains 3760 members 
Mstep: Class 16 contains 4587 members 
Mstep: Class 17 contains 66339 members 
Mstep: Class 18 contains 3335 members 
Mstep: Class 19 contains 75657 members 
Mstep: Class 20 contains 143090 members 
Mstep: Class 21 contains 15192 members 
Mstep: Class 22 contains 4530 members 
Mstep: Class 23 contains 4955 members 
Mstep: Class 24 contains 17632 members 
Mstep: Class 25 contains 7601 members 
Mstep: Class 26 contains 17588 members 
Mstep: Class 27 contains 8700 members 
Mstep: Class 28 contains 18983 members 
Mstep: Class 29 contains 41537 members 
Mstep: Class 30 contains 9821 members 
Mstep: Class 31 contains 6368 members 
Mstep: Class 32 contains 11440 members 
Mstep: Class 33 contains 3288 members 
Mstep: Class 34 contains 8713 members 
Mstep: Class 35 contains 15085 members 
Mstep: Class 36 contains 9904 members 
Mstep: Class 37 contains 20963 members 
Mstep: Class 38 contains 3693 members 
Mstep: Class 39 contains 2730 members 
Mstep: Class 40 contains 77461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87979880.000000 Penalty: 81601.554688
Iteration 48Q: 41 clusters Score -8.797988e+07 nChanged 7107
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 48624 members 
Mstep: Class 2 contains 7285 members 
Mstep: Class 3 contains 4216 members 
Mstep: Class 4 contains 8645 members 
Mstep: Class 5 contains 5126 members 
Mstep: Class 6 contains 22476 members 
Mstep: Class 7 contains 11355 members 
Mstep: Class 8 contains 11298 members 
Mstep: Class 9 contains 2773 members 
Mstep: Class 10 contains 43338 members 
Mstep: Class 11 contains 16392 members 
Mstep: Class 12 contains 9405 members 
Mstep: Class 13 contains 50261 members 
Mstep: Class 14 contains 55477 members 
Mstep: Class 15 contains 3785 members 
Mstep: Class 16 contains 4676 members 
Mstep: Class 17 contains 66076 members 
Mstep: Class 18 contains 3246 members 
Mstep: Class 19 contains 75466 members 
Mstep: Class 20 contains 142380 members 
Mstep: Class 21 contains 15188 members 
Mstep: Class 22 contains 4532 members 
Mstep: Class 23 contains 5023 members 
Mstep: Class 24 contains 17748 members 
Mstep: Class 25 contains 7588 members 
Mstep: Class 26 contains 17603 members 
Mstep: Class 27 contains 8718 members 
Mstep: Class 28 contains 18595 members 
Mstep: Class 29 contains 40677 members 
Mstep: Class 30 contains 9747 members 
Mstep: Class 31 contains 6372 members 
Mstep: Class 32 contains 11443 members 
Mstep: Class 33 contains 3304 members 
Mstep: Class 34 contains 8781 members 
Mstep: Class 35 contains 15010 members 
Mstep: Class 36 contains 10613 members 
Mstep: Class 37 contains 21899 members 
Mstep: Class 38 contains 3847 members 
Mstep: Class 39 contains 2702 members 
Mstep: Class 40 contains 78058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87981368.000000 Penalty: 81601.554688
Iteration 49Q: 41 clusters Score -8.798137e+07 nChanged 6424
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 48506 members 
Mstep: Class 2 contains 7411 members 
Mstep: Class 3 contains 4259 members 
Mstep: Class 4 contains 8767 members 
Mstep: Class 5 contains 5190 members 
Mstep: Class 6 contains 22372 members 
Mstep: Class 7 contains 11451 members 
Mstep: Class 8 contains 11250 members 
Mstep: Class 9 contains 2796 members 
Mstep: Class 10 contains 43012 members 
Mstep: Class 11 contains 16377 members 
Mstep: Class 12 contains 9435 members 
Mstep: Class 13 contains 50053 members 
Mstep: Class 14 contains 55678 members 
Mstep: Class 15 contains 3806 members 
Mstep: Class 16 contains 4760 members 
Mstep: Class 17 contains 65834 members 
Mstep: Class 18 contains 3176 members 
Mstep: Class 19 contains 75292 members 
Mstep: Class 20 contains 141750 members 
Mstep: Class 21 contains 15176 members 
Mstep: Class 22 contains 4553 members 
Mstep: Class 23 contains 5094 members 
Mstep: Class 24 contains 17894 members 
Mstep: Class 25 contains 7580 members 
Mstep: Class 26 contains 17615 members 
Mstep: Class 27 contains 8719 members 
Mstep: Class 28 contains 18247 members 
Mstep: Class 29 contains 39753 members 
Mstep: Class 30 contains 9680 members 
Mstep: Class 31 contains 6373 members 
Mstep: Class 32 contains 11443 members 
Mstep: Class 33 contains 3308 members 
Mstep: Class 34 contains 8872 members 
Mstep: Class 35 contains 14929 members 
Mstep: Class 36 contains 11398 members 
Mstep: Class 37 contains 22627 members 
Mstep: Class 38 contains 4011 members 
Mstep: Class 39 contains 2670 members 
Mstep: Class 40 contains 78631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87982144.000000 Penalty: 81601.554688
Iteration 50Q: 41 clusters Score -8.798214e+07 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 48446 members 
Mstep: Class 2 contains 7509 members 
Mstep: Class 3 contains 4308 members 
Mstep: Class 4 contains 8831 members 
Mstep: Class 5 contains 5260 members 
Mstep: Class 6 contains 22285 members 
Mstep: Class 7 contains 11548 members 
Mstep: Class 8 contains 11227 members 
Mstep: Class 9 contains 2812 members 
Mstep: Class 10 contains 42825 members 
Mstep: Class 11 contains 16366 members 
Mstep: Class 12 contains 9459 members 
Mstep: Class 13 contains 49844 members 
Mstep: Class 14 contains 55844 members 
Mstep: Class 15 contains 3830 members 
Mstep: Class 16 contains 4841 members 
Mstep: Class 17 contains 65636 members 
Mstep: Class 18 contains 3111 members 
Mstep: Class 19 contains 75132 members 
Mstep: Class 20 contains 141178 members 
Mstep: Class 21 contains 15167 members 
Mstep: Class 22 contains 4564 members 
Mstep: Class 23 contains 5160 members 
Mstep: Class 24 contains 17998 members 
Mstep: Class 25 contains 7570 members 
Mstep: Class 26 contains 17630 members 
Mstep: Class 27 contains 8706 members 
Mstep: Class 28 contains 17934 members 
Mstep: Class 29 contains 38766 members 
Mstep: Class 30 contains 9615 members 
Mstep: Class 31 contains 6376 members 
Mstep: Class 32 contains 11436 members 
Mstep: Class 33 contains 3318 members 
Mstep: Class 34 contains 8979 members 
Mstep: Class 35 contains 14860 members 
Mstep: Class 36 contains 12241 members 
Mstep: Class 37 contains 23152 members 
Mstep: Class 38 contains 4158 members 
Mstep: Class 39 contains 2654 members 
Mstep: Class 40 contains 79172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87983592.000000 Penalty: 81601.554688
Iteration 51Q: 41 clusters Score -8.798359e+07 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 48405 members 
Mstep: Class 2 contains 7609 members 
Mstep: Class 3 contains 4356 members 
Mstep: Class 4 contains 8897 members 
Mstep: Class 5 contains 5334 members 
Mstep: Class 6 contains 22183 members 
Mstep: Class 7 contains 11631 members 
Mstep: Class 8 contains 11210 members 
Mstep: Class 9 contains 2831 members 
Mstep: Class 10 contains 42732 members 
Mstep: Class 11 contains 16360 members 
Mstep: Class 12 contains 9479 members 
Mstep: Class 13 contains 49642 members 
Mstep: Class 14 contains 55983 members 
Mstep: Class 15 contains 3837 members 
Mstep: Class 16 contains 4923 members 
Mstep: Class 17 contains 65479 members 
Mstep: Class 18 contains 3059 members 
Mstep: Class 19 contains 75019 members 
Mstep: Class 20 contains 140640 members 
Mstep: Class 21 contains 15158 members 
Mstep: Class 22 contains 4580 members 
Mstep: Class 23 contains 5228 members 
Mstep: Class 24 contains 18107 members 
Mstep: Class 25 contains 7542 members 
Mstep: Class 26 contains 17640 members 
Mstep: Class 27 contains 8634 members 
Mstep: Class 28 contains 17613 members 
Mstep: Class 29 contains 37742 members 
Mstep: Class 30 contains 9557 members 
Mstep: Class 31 contains 6379 members 
Mstep: Class 32 contains 11434 members 
Mstep: Class 33 contains 3326 members 
Mstep: Class 34 contains 9067 members 
Mstep: Class 35 contains 14794 members 
Mstep: Class 36 contains 13193 members 
Mstep: Class 37 contains 23536 members 
Mstep: Class 38 contains 4288 members 
Mstep: Class 39 contains 2632 members 
Mstep: Class 40 contains 79689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87984528.000000 Penalty: 81601.554688
Iteration 52Q: 41 clusters Score -8.798453e+07 nChanged 5372
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 48352 members 
Mstep: Class 2 contains 7714 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 8981 members 
Mstep: Class 5 contains 5407 members 
Mstep: Class 6 contains 22093 members 
Mstep: Class 7 contains 11710 members 
Mstep: Class 8 contains 11203 members 
Mstep: Class 9 contains 2841 members 
Mstep: Class 10 contains 42630 members 
Mstep: Class 11 contains 16347 members 
Mstep: Class 12 contains 9501 members 
Mstep: Class 13 contains 49399 members 
Mstep: Class 14 contains 56098 members 
Mstep: Class 15 contains 3857 members 
Mstep: Class 16 contains 4983 members 
Mstep: Class 17 contains 65327 members 
Mstep: Class 18 contains 3004 members 
Mstep: Class 19 contains 74940 members 
Mstep: Class 20 contains 140133 members 
Mstep: Class 21 contains 15155 members 
Mstep: Class 22 contains 4591 members 
Mstep: Class 23 contains 5296 members 
Mstep: Class 24 contains 18202 members 
Mstep: Class 25 contains 7522 members 
Mstep: Class 26 contains 17645 members 
Mstep: Class 27 contains 8541 members 
Mstep: Class 28 contains 17312 members 
Mstep: Class 29 contains 36599 members 
Mstep: Class 30 contains 9505 members 
Mstep: Class 31 contains 6382 members 
Mstep: Class 32 contains 11430 members 
Mstep: Class 33 contains 3337 members 
Mstep: Class 34 contains 9142 members 
Mstep: Class 35 contains 14760 members 
Mstep: Class 36 contains 14294 members 
Mstep: Class 37 contains 23886 members 
Mstep: Class 38 contains 4399 members 
Mstep: Class 39 contains 2610 members 
Mstep: Class 40 contains 80229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87986552.000000 Penalty: 81601.554688
Iteration 53Q: 41 clusters Score -8.798655e+07 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 48310 members 
Mstep: Class 2 contains 7821 members 
Mstep: Class 3 contains 4425 members 
Mstep: Class 4 contains 9053 members 
Mstep: Class 5 contains 5477 members 
Mstep: Class 6 contains 22035 members 
Mstep: Class 7 contains 11773 members 
Mstep: Class 8 contains 11205 members 
Mstep: Class 9 contains 2846 members 
Mstep: Class 10 contains 42531 members 
Mstep: Class 11 contains 16339 members 
Mstep: Class 12 contains 9524 members 
Mstep: Class 13 contains 49200 members 
Mstep: Class 14 contains 56175 members 
Mstep: Class 15 contains 3867 members 
Mstep: Class 16 contains 5032 members 
Mstep: Class 17 contains 65210 members 
Mstep: Class 18 contains 2966 members 
Mstep: Class 19 contains 74877 members 
Mstep: Class 20 contains 139657 members 
Mstep: Class 21 contains 15156 members 
Mstep: Class 22 contains 4591 members 
Mstep: Class 23 contains 5356 members 
Mstep: Class 24 contains 18305 members 
Mstep: Class 25 contains 7513 members 
Mstep: Class 26 contains 17647 members 
Mstep: Class 27 contains 8513 members 
Mstep: Class 28 contains 17035 members 
Mstep: Class 29 contains 35403 members 
Mstep: Class 30 contains 9467 members 
Mstep: Class 31 contains 6383 members 
Mstep: Class 32 contains 11429 members 
Mstep: Class 33 contains 3339 members 
Mstep: Class 34 contains 9202 members 
Mstep: Class 35 contains 14706 members 
Mstep: Class 36 contains 15392 members 
Mstep: Class 37 contains 24176 members 
Mstep: Class 38 contains 4491 members 
Mstep: Class 39 contains 2596 members 
Mstep: Class 40 contains 80725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87988536.000000 Penalty: 81601.554688
Iteration 54Q: 41 clusters Score -8.798854e+07 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 48268 members 
Mstep: Class 2 contains 7939 members 
Mstep: Class 3 contains 4460 members 
Mstep: Class 4 contains 9117 members 
Mstep: Class 5 contains 5536 members 
Mstep: Class 6 contains 21985 members 
Mstep: Class 7 contains 11842 members 
Mstep: Class 8 contains 11211 members 
Mstep: Class 9 contains 2847 members 
Mstep: Class 10 contains 42447 members 
Mstep: Class 11 contains 16333 members 
Mstep: Class 12 contains 9548 members 
Mstep: Class 13 contains 48986 members 
Mstep: Class 14 contains 56222 members 
Mstep: Class 15 contains 3883 members 
Mstep: Class 16 contains 5074 members 
Mstep: Class 17 contains 65105 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 74827 members 
Mstep: Class 20 contains 139175 members 
Mstep: Class 21 contains 15150 members 
Mstep: Class 22 contains 4591 members 
Mstep: Class 23 contains 5415 members 
Mstep: Class 24 contains 18352 members 
Mstep: Class 25 contains 7497 members 
Mstep: Class 26 contains 17652 members 
Mstep: Class 27 contains 8479 members 
Mstep: Class 28 contains 16816 members 
Mstep: Class 29 contains 34179 members 
Mstep: Class 30 contains 9426 members 
Mstep: Class 31 contains 6386 members 
Mstep: Class 32 contains 11429 members 
Mstep: Class 33 contains 3343 members 
Mstep: Class 34 contains 9263 members 
Mstep: Class 35 contains 14686 members 
Mstep: Class 36 contains 16579 members 
Mstep: Class 37 contains 24410 members 
Mstep: Class 38 contains 4564 members 
Mstep: Class 39 contains 2586 members 
Mstep: Class 40 contains 81210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87990680.000000 Penalty: 81601.554688
Iteration 55Q: 41 clusters Score -8.799068e+07 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 48242 members 
Mstep: Class 2 contains 8062 members 
Mstep: Class 3 contains 4482 members 
Mstep: Class 4 contains 9186 members 
Mstep: Class 5 contains 5580 members 
Mstep: Class 6 contains 21941 members 
Mstep: Class 7 contains 11903 members 
Mstep: Class 8 contains 11227 members 
Mstep: Class 9 contains 2851 members 
Mstep: Class 10 contains 42383 members 
Mstep: Class 11 contains 16331 members 
Mstep: Class 12 contains 9576 members 
Mstep: Class 13 contains 48796 members 
Mstep: Class 14 contains 56257 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 5120 members 
Mstep: Class 17 contains 65028 members 
Mstep: Class 18 contains 2888 members 
Mstep: Class 19 contains 74794 members 
Mstep: Class 20 contains 138732 members 
Mstep: Class 21 contains 15149 members 
Mstep: Class 22 contains 4590 members 
Mstep: Class 23 contains 5476 members 
Mstep: Class 24 contains 18393 members 
Mstep: Class 25 contains 7477 members 
Mstep: Class 26 contains 17653 members 
Mstep: Class 27 contains 8501 members 
Mstep: Class 28 contains 16606 members 
Mstep: Class 29 contains 33002 members 
Mstep: Class 30 contains 9385 members 
Mstep: Class 31 contains 6389 members 
Mstep: Class 32 contains 11429 members 
Mstep: Class 33 contains 3353 members 
Mstep: Class 34 contains 9315 members 
Mstep: Class 35 contains 14646 members 
Mstep: Class 36 contains 17646 members 
Mstep: Class 37 contains 24601 members 
Mstep: Class 38 contains 4607 members 
Mstep: Class 39 contains 2591 members 
Mstep: Class 40 contains 81687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87992232.000000 Penalty: 81601.554688
Iteration 56Q: 41 clusters Score -8.799223e+07 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 48221 members 
Mstep: Class 2 contains 8172 members 
Mstep: Class 3 contains 4505 members 
Mstep: Class 4 contains 9251 members 
Mstep: Class 5 contains 5609 members 
Mstep: Class 6 contains 21918 members 
Mstep: Class 7 contains 11961 members 
Mstep: Class 8 contains 11228 members 
Mstep: Class 9 contains 2853 members 
Mstep: Class 10 contains 42363 members 
Mstep: Class 11 contains 16325 members 
Mstep: Class 12 contains 9597 members 
Mstep: Class 13 contains 48643 members 
Mstep: Class 14 contains 56283 members 
Mstep: Class 15 contains 3876 members 
Mstep: Class 16 contains 5145 members 
Mstep: Class 17 contains 64928 members 
Mstep: Class 18 contains 2849 members 
Mstep: Class 19 contains 74777 members 
Mstep: Class 20 contains 138302 members 
Mstep: Class 21 contains 15147 members 
Mstep: Class 22 contains 4585 members 
Mstep: Class 23 contains 5532 members 
Mstep: Class 24 contains 18454 members 
Mstep: Class 25 contains 7466 members 
Mstep: Class 26 contains 17657 members 
Mstep: Class 27 contains 8623 members 
Mstep: Class 28 contains 16395 members 
Mstep: Class 29 contains 32149 members 
Mstep: Class 30 contains 9343 members 
Mstep: Class 31 contains 6392 members 
Mstep: Class 32 contains 11429 members 
Mstep: Class 33 contains 3362 members 
Mstep: Class 34 contains 9350 members 
Mstep: Class 35 contains 14608 members 
Mstep: Class 36 contains 18305 members 
Mstep: Class 37 contains 24761 members 
Mstep: Class 38 contains 4618 members 
Mstep: Class 39 contains 2588 members 
Mstep: Class 40 contains 82178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87993688.000000 Penalty: 81601.554688
Iteration 57Q: 41 clusters Score -8.799369e+07 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 48201 members 
Mstep: Class 2 contains 8279 members 
Mstep: Class 3 contains 4530 members 
Mstep: Class 4 contains 9293 members 
Mstep: Class 5 contains 5632 members 
Mstep: Class 6 contains 21891 members 
Mstep: Class 7 contains 12027 members 
Mstep: Class 8 contains 11211 members 
Mstep: Class 9 contains 2852 members 
Mstep: Class 10 contains 42362 members 
Mstep: Class 11 contains 16327 members 
Mstep: Class 12 contains 9610 members 
Mstep: Class 13 contains 48486 members 
Mstep: Class 14 contains 56303 members 
Mstep: Class 15 contains 3878 members 
Mstep: Class 16 contains 5159 members 
Mstep: Class 17 contains 64864 members 
Mstep: Class 18 contains 2823 members 
Mstep: Class 19 contains 74767 members 
Mstep: Class 20 contains 137906 members 
Mstep: Class 21 contains 15143 members 
Mstep: Class 22 contains 4578 members 
Mstep: Class 23 contains 5582 members 
Mstep: Class 24 contains 18540 members 
Mstep: Class 25 contains 7451 members 
Mstep: Class 26 contains 17659 members 
Mstep: Class 27 contains 8834 members 
Mstep: Class 28 contains 16208 members 
Mstep: Class 29 contains 31650 members 
Mstep: Class 30 contains 9298 members 
Mstep: Class 31 contains 6392 members 
Mstep: Class 32 contains 11433 members 
Mstep: Class 33 contains 3370 members 
Mstep: Class 34 contains 9383 members 
Mstep: Class 35 contains 14581 members 
Mstep: Class 36 contains 18532 members 
Mstep: Class 37 contains 24877 members 
Mstep: Class 38 contains 4631 members 
Mstep: Class 39 contains 2587 members 
Mstep: Class 40 contains 82618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87994792.000000 Penalty: 81601.554688
Iteration 58Q: 41 clusters Score -8.799479e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 48151 members 
Mstep: Class 2 contains 8365 members 
Mstep: Class 3 contains 4554 members 
Mstep: Class 4 contains 9340 members 
Mstep: Class 5 contains 5656 members 
Mstep: Class 6 contains 21871 members 
Mstep: Class 7 contains 12085 members 
Mstep: Class 8 contains 11179 members 
Mstep: Class 9 contains 2854 members 
Mstep: Class 10 contains 42358 members 
Mstep: Class 11 contains 16328 members 
Mstep: Class 12 contains 9626 members 
Mstep: Class 13 contains 48389 members 
Mstep: Class 14 contains 56324 members 
Mstep: Class 15 contains 3875 members 
Mstep: Class 16 contains 5182 members 
Mstep: Class 17 contains 64815 members 
Mstep: Class 18 contains 2790 members 
Mstep: Class 19 contains 74733 members 
Mstep: Class 20 contains 137534 members 
Mstep: Class 21 contains 15140 members 
Mstep: Class 22 contains 4568 members 
Mstep: Class 23 contains 5627 members 
Mstep: Class 24 contains 18608 members 
Mstep: Class 25 contains 7432 members 
Mstep: Class 26 contains 17657 members 
Mstep: Class 27 contains 9116 members 
Mstep: Class 28 contains 16062 members 
Mstep: Class 29 contains 31382 members 
Mstep: Class 30 contains 9255 members 
Mstep: Class 31 contains 6393 members 
Mstep: Class 32 contains 11434 members 
Mstep: Class 33 contains 3382 members 
Mstep: Class 34 contains 9411 members 
Mstep: Class 35 contains 14548 members 
Mstep: Class 36 contains 18522 members 
Mstep: Class 37 contains 24976 members 
Mstep: Class 38 contains 4636 members 
Mstep: Class 39 contains 2586 members 
Mstep: Class 40 contains 83004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87995400.000000 Penalty: 81601.554688
Iteration 59Q: 41 clusters Score -8.79954e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 48118 members 
Mstep: Class 2 contains 8471 members 
Mstep: Class 3 contains 4567 members 
Mstep: Class 4 contains 9380 members 
Mstep: Class 5 contains 5678 members 
Mstep: Class 6 contains 21850 members 
Mstep: Class 7 contains 12145 members 
Mstep: Class 8 contains 11140 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 42364 members 
Mstep: Class 11 contains 16333 members 
Mstep: Class 12 contains 9644 members 
Mstep: Class 13 contains 48298 members 
Mstep: Class 14 contains 56339 members 
Mstep: Class 15 contains 3881 members 
Mstep: Class 16 contains 5193 members 
Mstep: Class 17 contains 64758 members 
Mstep: Class 18 contains 2758 members 
Mstep: Class 19 contains 74699 members 
Mstep: Class 20 contains 137163 members 
Mstep: Class 21 contains 15136 members 
Mstep: Class 22 contains 4559 members 
Mstep: Class 23 contains 5667 members 
Mstep: Class 24 contains 18651 members 
Mstep: Class 25 contains 7418 members 
Mstep: Class 26 contains 17658 members 
Mstep: Class 27 contains 9427 members 
Mstep: Class 28 contains 15945 members 
Mstep: Class 29 contains 31222 members 
Mstep: Class 30 contains 9212 members 
Mstep: Class 31 contains 6394 members 
Mstep: Class 32 contains 11435 members 
Mstep: Class 33 contains 3383 members 
Mstep: Class 34 contains 9429 members 
Mstep: Class 35 contains 14487 members 
Mstep: Class 36 contains 18418 members 
Mstep: Class 37 contains 25057 members 
Mstep: Class 38 contains 4648 members 
Mstep: Class 39 contains 2595 members 
Mstep: Class 40 contains 83370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87998256.000000 Penalty: 81601.554688
Iteration 60F: 41 clusters Score -8.799826e+07 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 48055 members 
Mstep: Class 2 contains 8541 members 
Mstep: Class 3 contains 4587 members 
Mstep: Class 4 contains 9438 members 
Mstep: Class 5 contains 5735 members 
Mstep: Class 6 contains 21842 members 
Mstep: Class 7 contains 12183 members 
Mstep: Class 8 contains 11046 members 
Mstep: Class 9 contains 2862 members 
Mstep: Class 10 contains 41293 members 
Mstep: Class 11 contains 16333 members 
Mstep: Class 12 contains 9659 members 
Mstep: Class 13 contains 48174 members 
Mstep: Class 14 contains 56350 members 
Mstep: Class 15 contains 3943 members 
Mstep: Class 16 contains 5219 members 
Mstep: Class 17 contains 64695 members 
Mstep: Class 18 contains 2732 members 
Mstep: Class 19 contains 74674 members 
Mstep: Class 20 contains 136722 members 
Mstep: Class 21 contains 15133 members 
Mstep: Class 22 contains 4548 members 
Mstep: Class 23 contains 5700 members 
Mstep: Class 24 contains 18642 members 
Mstep: Class 25 contains 7398 members 
Mstep: Class 26 contains 17658 members 
Mstep: Class 27 contains 9667 members 
Mstep: Class 28 contains 15832 members 
Mstep: Class 29 contains 30703 members 
Mstep: Class 30 contains 9168 members 
Mstep: Class 31 contains 6398 members 
Mstep: Class 32 contains 11434 members 
Mstep: Class 33 contains 3386 members 
Mstep: Class 34 contains 9437 members 
Mstep: Class 35 contains 14418 members 
Mstep: Class 36 contains 18921 members 
Mstep: Class 37 contains 26232 members 
Mstep: Class 38 contains 4656 members 
Mstep: Class 39 contains 2591 members 
Mstep: Class 40 contains 83744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88000408.000000 Penalty: 81601.554688
Iteration 61Q: 41 clusters Score -8.800041e+07 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 48013 members 
Mstep: Class 2 contains 8600 members 
Mstep: Class 3 contains 4600 members 
Mstep: Class 4 contains 9470 members 
Mstep: Class 5 contains 5776 members 
Mstep: Class 6 contains 21833 members 
Mstep: Class 7 contains 12215 members 
Mstep: Class 8 contains 10946 members 
Mstep: Class 9 contains 2867 members 
Mstep: Class 10 contains 40157 members 
Mstep: Class 11 contains 16332 members 
Mstep: Class 12 contains 9673 members 
Mstep: Class 13 contains 48048 members 
Mstep: Class 14 contains 56368 members 
Mstep: Class 15 contains 3977 members 
Mstep: Class 16 contains 5249 members 
Mstep: Class 17 contains 64613 members 
Mstep: Class 18 contains 2719 members 
Mstep: Class 19 contains 74649 members 
Mstep: Class 20 contains 136340 members 
Mstep: Class 21 contains 15131 members 
Mstep: Class 22 contains 4536 members 
Mstep: Class 23 contains 5737 members 
Mstep: Class 24 contains 18649 members 
Mstep: Class 25 contains 7383 members 
Mstep: Class 26 contains 17663 members 
Mstep: Class 27 contains 9973 members 
Mstep: Class 28 contains 15717 members 
Mstep: Class 29 contains 30560 members 
Mstep: Class 30 contains 9134 members 
Mstep: Class 31 contains 6401 members 
Mstep: Class 32 contains 11434 members 
Mstep: Class 33 contains 3388 members 
Mstep: Class 34 contains 9447 members 
Mstep: Class 35 contains 14336 members 
Mstep: Class 36 contains 18921 members 
Mstep: Class 37 contains 27547 members 
Mstep: Class 38 contains 4663 members 
Mstep: Class 39 contains 2589 members 
Mstep: Class 40 contains 84096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88001600.000000 Penalty: 81601.554688
Iteration 62Q: 41 clusters Score -8.80016e+07 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 47975 members 
Mstep: Class 2 contains 8651 members 
Mstep: Class 3 contains 4602 members 
Mstep: Class 4 contains 9506 members 
Mstep: Class 5 contains 5828 members 
Mstep: Class 6 contains 21832 members 
Mstep: Class 7 contains 12250 members 
Mstep: Class 8 contains 10824 members 
Mstep: Class 9 contains 2872 members 
Mstep: Class 10 contains 39074 members 
Mstep: Class 11 contains 16332 members 
Mstep: Class 12 contains 9681 members 
Mstep: Class 13 contains 47948 members 
Mstep: Class 14 contains 56367 members 
Mstep: Class 15 contains 3995 members 
Mstep: Class 16 contains 5286 members 
Mstep: Class 17 contains 64512 members 
Mstep: Class 18 contains 2697 members 
Mstep: Class 19 contains 74594 members 
Mstep: Class 20 contains 135988 members 
Mstep: Class 21 contains 15128 members 
Mstep: Class 22 contains 4512 members 
Mstep: Class 23 contains 5770 members 
Mstep: Class 24 contains 18595 members 
Mstep: Class 25 contains 7373 members 
Mstep: Class 26 contains 17666 members 
Mstep: Class 27 contains 10322 members 
Mstep: Class 28 contains 15571 members 
Mstep: Class 29 contains 30498 members 
Mstep: Class 30 contains 9107 members 
Mstep: Class 31 contains 6404 members 
Mstep: Class 32 contains 11433 members 
Mstep: Class 33 contains 3387 members 
Mstep: Class 34 contains 9458 members 
Mstep: Class 35 contains 14260 members 
Mstep: Class 36 contains 18869 members 
Mstep: Class 37 contains 28828 members 
Mstep: Class 38 contains 4668 members 
Mstep: Class 39 contains 2604 members 
Mstep: Class 40 contains 84484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88002840.000000 Penalty: 81601.554688
Iteration 63Q: 41 clusters Score -8.800284e+07 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 47941 members 
Mstep: Class 2 contains 8711 members 
Mstep: Class 3 contains 4607 members 
Mstep: Class 4 contains 9552 members 
Mstep: Class 5 contains 5878 members 
Mstep: Class 6 contains 21830 members 
Mstep: Class 7 contains 12286 members 
Mstep: Class 8 contains 10696 members 
Mstep: Class 9 contains 2875 members 
Mstep: Class 10 contains 38045 members 
Mstep: Class 11 contains 16331 members 
Mstep: Class 12 contains 9689 members 
Mstep: Class 13 contains 47833 members 
Mstep: Class 14 contains 56359 members 
Mstep: Class 15 contains 4010 members 
Mstep: Class 16 contains 5322 members 
Mstep: Class 17 contains 64434 members 
Mstep: Class 18 contains 2673 members 
Mstep: Class 19 contains 74554 members 
Mstep: Class 20 contains 135643 members 
Mstep: Class 21 contains 15127 members 
Mstep: Class 22 contains 4483 members 
Mstep: Class 23 contains 5802 members 
Mstep: Class 24 contains 18546 members 
Mstep: Class 25 contains 7368 members 
Mstep: Class 26 contains 17668 members 
Mstep: Class 27 contains 10689 members 
Mstep: Class 28 contains 15429 members 
Mstep: Class 29 contains 30462 members 
Mstep: Class 30 contains 9077 members 
Mstep: Class 31 contains 6403 members 
Mstep: Class 32 contains 11439 members 
Mstep: Class 33 contains 3382 members 
Mstep: Class 34 contains 9472 members 
Mstep: Class 35 contains 14176 members 
Mstep: Class 36 contains 18764 members 
Mstep: Class 37 contains 30024 members 
Mstep: Class 38 contains 4690 members 
Mstep: Class 39 contains 2619 members 
Mstep: Class 40 contains 84862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88003976.000000 Penalty: 81601.554688
Iteration 64Q: 41 clusters Score -8.800398e+07 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 47907 members 
Mstep: Class 2 contains 8759 members 
Mstep: Class 3 contains 4618 members 
Mstep: Class 4 contains 9600 members 
Mstep: Class 5 contains 5916 members 
Mstep: Class 6 contains 21806 members 
Mstep: Class 7 contains 12324 members 
Mstep: Class 8 contains 10553 members 
Mstep: Class 9 contains 2875 members 
Mstep: Class 10 contains 37069 members 
Mstep: Class 11 contains 16331 members 
Mstep: Class 12 contains 9700 members 
Mstep: Class 13 contains 47727 members 
Mstep: Class 14 contains 56353 members 
Mstep: Class 15 contains 4032 members 
Mstep: Class 16 contains 5353 members 
Mstep: Class 17 contains 64344 members 
Mstep: Class 18 contains 2644 members 
Mstep: Class 19 contains 74513 members 
Mstep: Class 20 contains 135337 members 
Mstep: Class 21 contains 15126 members 
Mstep: Class 22 contains 4450 members 
Mstep: Class 23 contains 5837 members 
Mstep: Class 24 contains 18481 members 
Mstep: Class 25 contains 7358 members 
Mstep: Class 26 contains 17675 members 
Mstep: Class 27 contains 11072 members 
Mstep: Class 28 contains 15285 members 
Mstep: Class 29 contains 30434 members 
Mstep: Class 30 contains 9041 members 
Mstep: Class 31 contains 6405 members 
Mstep: Class 32 contains 11438 members 
Mstep: Class 33 contains 3383 members 
Mstep: Class 34 contains 9494 members 
Mstep: Class 35 contains 14103 members 
Mstep: Class 36 contains 18672 members 
Mstep: Class 37 contains 31163 members 
Mstep: Class 38 contains 4720 members 
Mstep: Class 39 contains 2628 members 
Mstep: Class 40 contains 85225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88004800.000000 Penalty: 81601.554688
Iteration 65Q: 41 clusters Score -8.80048e+07 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 47879 members 
Mstep: Class 2 contains 8814 members 
Mstep: Class 3 contains 4628 members 
Mstep: Class 4 contains 9645 members 
Mstep: Class 5 contains 5957 members 
Mstep: Class 6 contains 21788 members 
Mstep: Class 7 contains 12366 members 
Mstep: Class 8 contains 10398 members 
Mstep: Class 9 contains 2876 members 
Mstep: Class 10 contains 36183 members 
Mstep: Class 11 contains 16332 members 
Mstep: Class 12 contains 9711 members 
Mstep: Class 13 contains 47624 members 
Mstep: Class 14 contains 56351 members 
Mstep: Class 15 contains 4048 members 
Mstep: Class 16 contains 5374 members 
Mstep: Class 17 contains 64259 members 
Mstep: Class 18 contains 2627 members 
Mstep: Class 19 contains 74456 members 
Mstep: Class 20 contains 135010 members 
Mstep: Class 21 contains 15125 members 
Mstep: Class 22 contains 4419 members 
Mstep: Class 23 contains 5878 members 
Mstep: Class 24 contains 18376 members 
Mstep: Class 25 contains 7359 members 
Mstep: Class 26 contains 17679 members 
Mstep: Class 27 contains 11447 members 
Mstep: Class 28 contains 15158 members 
Mstep: Class 29 contains 30395 members 
Mstep: Class 30 contains 9010 members 
Mstep: Class 31 contains 6408 members 
Mstep: Class 32 contains 11440 members 
Mstep: Class 33 contains 3386 members 
Mstep: Class 34 contains 9516 members 
Mstep: Class 35 contains 14034 members 
Mstep: Class 36 contains 18605 members 
Mstep: Class 37 contains 32216 members 
Mstep: Class 38 contains 4739 members 
Mstep: Class 39 contains 2637 members 
Mstep: Class 40 contains 85598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88005848.000000 Penalty: 81601.554688
Iteration 66Q: 41 clusters Score -8.800585e+07 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 47860 members 
Mstep: Class 2 contains 8871 members 
Mstep: Class 3 contains 4636 members 
Mstep: Class 4 contains 9685 members 
Mstep: Class 5 contains 5990 members 
Mstep: Class 6 contains 21791 members 
Mstep: Class 7 contains 12404 members 
Mstep: Class 8 contains 10262 members 
Mstep: Class 9 contains 2878 members 
Mstep: Class 10 contains 35421 members 
Mstep: Class 11 contains 16331 members 
Mstep: Class 12 contains 9711 members 
Mstep: Class 13 contains 47560 members 
Mstep: Class 14 contains 56346 members 
Mstep: Class 15 contains 4066 members 
Mstep: Class 16 contains 5401 members 
Mstep: Class 17 contains 64175 members 
Mstep: Class 18 contains 2618 members 
Mstep: Class 19 contains 74370 members 
Mstep: Class 20 contains 134678 members 
Mstep: Class 21 contains 15122 members 
Mstep: Class 22 contains 4379 members 
Mstep: Class 23 contains 5914 members 
Mstep: Class 24 contains 18293 members 
Mstep: Class 25 contains 7360 members 
Mstep: Class 26 contains 17679 members 
Mstep: Class 27 contains 11782 members 
Mstep: Class 28 contains 15012 members 
Mstep: Class 29 contains 30369 members 
Mstep: Class 30 contains 8976 members 
Mstep: Class 31 contains 6411 members 
Mstep: Class 32 contains 11442 members 
Mstep: Class 33 contains 3394 members 
Mstep: Class 34 contains 9536 members 
Mstep: Class 35 contains 13969 members 
Mstep: Class 36 contains 18533 members 
Mstep: Class 37 contains 33144 members 
Mstep: Class 38 contains 4760 members 
Mstep: Class 39 contains 2659 members 
Mstep: Class 40 contains 85963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88006704.000000 Penalty: 81601.554688
Iteration 67Q: 41 clusters Score -8.80067e+07 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 47842 members 
Mstep: Class 2 contains 8935 members 
Mstep: Class 3 contains 4645 members 
Mstep: Class 4 contains 9728 members 
Mstep: Class 5 contains 6020 members 
Mstep: Class 6 contains 21789 members 
Mstep: Class 7 contains 12428 members 
Mstep: Class 8 contains 10130 members 
Mstep: Class 9 contains 2878 members 
Mstep: Class 10 contains 34806 members 
Mstep: Class 11 contains 16331 members 
Mstep: Class 12 contains 9721 members 
Mstep: Class 13 contains 47509 members 
Mstep: Class 14 contains 56306 members 
Mstep: Class 15 contains 4096 members 
Mstep: Class 16 contains 5423 members 
Mstep: Class 17 contains 64099 members 
Mstep: Class 18 contains 2595 members 
Mstep: Class 19 contains 74251 members 
Mstep: Class 20 contains 134363 members 
Mstep: Class 21 contains 15120 members 
Mstep: Class 22 contains 4349 members 
Mstep: Class 23 contains 5947 members 
Mstep: Class 24 contains 18216 members 
Mstep: Class 25 contains 7353 members 
Mstep: Class 26 contains 17680 members 
Mstep: Class 27 contains 12139 members 
Mstep: Class 28 contains 14864 members 
Mstep: Class 29 contains 30343 members 
Mstep: Class 30 contains 8935 members 
Mstep: Class 31 contains 6410 members 
Mstep: Class 32 contains 11442 members 
Mstep: Class 33 contains 3413 members 
Mstep: Class 34 contains 9560 members 
Mstep: Class 35 contains 13928 members 
Mstep: Class 36 contains 18449 members 
Mstep: Class 37 contains 33910 members 
Mstep: Class 38 contains 4788 members 
Mstep: Class 39 contains 2673 members 
Mstep: Class 40 contains 86337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88007336.000000 Penalty: 81601.554688
Iteration 68Q: 41 clusters Score -8.800734e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 47814 members 
Mstep: Class 2 contains 8994 members 
Mstep: Class 3 contains 4653 members 
Mstep: Class 4 contains 9759 members 
Mstep: Class 5 contains 6048 members 
Mstep: Class 6 contains 21797 members 
Mstep: Class 7 contains 12458 members 
Mstep: Class 8 contains 10002 members 
Mstep: Class 9 contains 2878 members 
Mstep: Class 10 contains 34352 members 
Mstep: Class 11 contains 16333 members 
Mstep: Class 12 contains 9736 members 
Mstep: Class 13 contains 47468 members 
Mstep: Class 14 contains 56283 members 
Mstep: Class 15 contains 4121 members 
Mstep: Class 16 contains 5459 members 
Mstep: Class 17 contains 64037 members 
Mstep: Class 18 contains 2587 members 
Mstep: Class 19 contains 74075 members 
Mstep: Class 20 contains 134115 members 
Mstep: Class 21 contains 15119 members 
Mstep: Class 22 contains 4330 members 
Mstep: Class 23 contains 5989 members 
Mstep: Class 24 contains 18149 members 
Mstep: Class 25 contains 7347 members 
Mstep: Class 26 contains 17681 members 
Mstep: Class 27 contains 12487 members 
Mstep: Class 28 contains 14726 members 
Mstep: Class 29 contains 30318 members 
Mstep: Class 30 contains 8881 members 
Mstep: Class 31 contains 6409 members 
Mstep: Class 32 contains 11442 members 
Mstep: Class 33 contains 3424 members 
Mstep: Class 34 contains 9579 members 
Mstep: Class 35 contains 13866 members 
Mstep: Class 36 contains 18352 members 
Mstep: Class 37 contains 34526 members 
Mstep: Class 38 contains 4816 members 
Mstep: Class 39 contains 2684 members 
Mstep: Class 40 contains 86657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88008176.000000 Penalty: 81601.554688
Iteration 69Q: 41 clusters Score -8.800818e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 47800 members 
Mstep: Class 2 contains 9066 members 
Mstep: Class 3 contains 4664 members 
Mstep: Class 4 contains 9793 members 
Mstep: Class 5 contains 6073 members 
Mstep: Class 6 contains 21799 members 
Mstep: Class 7 contains 12487 members 
Mstep: Class 8 contains 9879 members 
Mstep: Class 9 contains 2878 members 
Mstep: Class 10 contains 33976 members 
Mstep: Class 11 contains 16331 members 
Mstep: Class 12 contains 9735 members 
Mstep: Class 13 contains 47397 members 
Mstep: Class 14 contains 56275 members 
Mstep: Class 15 contains 4157 members 
Mstep: Class 16 contains 5476 members 
Mstep: Class 17 contains 64010 members 
Mstep: Class 18 contains 2577 members 
Mstep: Class 19 contains 73887 members 
Mstep: Class 20 contains 133850 members 
Mstep: Class 21 contains 15122 members 
Mstep: Class 22 contains 4293 members 
Mstep: Class 23 contains 6040 members 
Mstep: Class 24 contains 18085 members 
Mstep: Class 25 contains 7340 members 
Mstep: Class 26 contains 17679 members 
Mstep: Class 27 contains 12810 members 
Mstep: Class 28 contains 14580 members 
Mstep: Class 29 contains 30297 members 
Mstep: Class 30 contains 8839 members 
Mstep: Class 31 contains 6408 members 
Mstep: Class 32 contains 11445 members 
Mstep: Class 33 contains 3430 members 
Mstep: Class 34 contains 9598 members 
Mstep: Class 35 contains 13814 members 
Mstep: Class 36 contains 18261 members 
Mstep: Class 37 contains 35075 members 
Mstep: Class 38 contains 4860 members 
Mstep: Class 39 contains 2717 members 
Mstep: Class 40 contains 86948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88008952.000000 Penalty: 81601.554688
Iteration 70Q: 41 clusters Score -8.800895e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 47794 members 
Mstep: Class 2 contains 9128 members 
Mstep: Class 3 contains 4676 members 
Mstep: Class 4 contains 9833 members 
Mstep: Class 5 contains 6092 members 
Mstep: Class 6 contains 21791 members 
Mstep: Class 7 contains 12502 members 
Mstep: Class 8 contains 9762 members 
Mstep: Class 9 contains 2880 members 
Mstep: Class 10 contains 33744 members 
Mstep: Class 11 contains 16331 members 
Mstep: Class 12 contains 9746 members 
Mstep: Class 13 contains 47328 members 
Mstep: Class 14 contains 56260 members 
Mstep: Class 15 contains 4186 members 
Mstep: Class 16 contains 5492 members 
Mstep: Class 17 contains 63993 members 
Mstep: Class 18 contains 2573 members 
Mstep: Class 19 contains 73703 members 
Mstep: Class 20 contains 133598 members 
Mstep: Class 21 contains 15124 members 
Mstep: Class 22 contains 4276 members 
Mstep: Class 23 contains 6084 members 
Mstep: Class 24 contains 18004 members 
Mstep: Class 25 contains 7331 members 
Mstep: Class 26 contains 17678 members 
Mstep: Class 27 contains 13118 members 
Mstep: Class 28 contains 14416 members 
Mstep: Class 29 contains 30278 members 
Mstep: Class 30 contains 8805 members 
Mstep: Class 31 contains 6407 members 
Mstep: Class 32 contains 11446 members 
Mstep: Class 33 contains 3454 members 
Mstep: Class 34 contains 9619 members 
Mstep: Class 35 contains 13759 members 
Mstep: Class 36 contains 18171 members 
Mstep: Class 37 contains 35475 members 
Mstep: Class 38 contains 4885 members 
Mstep: Class 39 contains 2737 members 
Mstep: Class 40 contains 87272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88008864.000000 Penalty: 81601.554688
Iteration 71Q: 41 clusters Score -8.800886e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 47779 members 
Mstep: Class 2 contains 9192 members 
Mstep: Class 3 contains 4690 members 
Mstep: Class 4 contains 9870 members 
Mstep: Class 5 contains 6114 members 
Mstep: Class 6 contains 21789 members 
Mstep: Class 7 contains 12514 members 
Mstep: Class 8 contains 9649 members 
Mstep: Class 9 contains 2880 members 
Mstep: Class 10 contains 33573 members 
Mstep: Class 11 contains 16331 members 
Mstep: Class 12 contains 9752 members 
Mstep: Class 13 contains 47240 members 
Mstep: Class 14 contains 56257 members 
Mstep: Class 15 contains 4198 members 
Mstep: Class 16 contains 5506 members 
Mstep: Class 17 contains 63984 members 
Mstep: Class 18 contains 2573 members 
Mstep: Class 19 contains 73511 members 
Mstep: Class 20 contains 133312 members 
Mstep: Class 21 contains 15128 members 
Mstep: Class 22 contains 4259 members 
Mstep: Class 23 contains 6121 members 
Mstep: Class 24 contains 17932 members 
Mstep: Class 25 contains 7333 members 
Mstep: Class 26 contains 17681 members 
Mstep: Class 27 contains 13431 members 
Mstep: Class 28 contains 14263 members 
Mstep: Class 29 contains 30266 members 
Mstep: Class 30 contains 8774 members 
Mstep: Class 31 contains 6406 members 
Mstep: Class 32 contains 11446 members 
Mstep: Class 33 contains 3464 members 
Mstep: Class 34 contains 9643 members 
Mstep: Class 35 contains 13714 members 
Mstep: Class 36 contains 18080 members 
Mstep: Class 37 contains 35859 members 
Mstep: Class 38 contains 4902 members 
Mstep: Class 39 contains 2745 members 
Mstep: Class 40 contains 87590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88009432.000000 Penalty: 81601.554688
Iteration 72Q: 41 clusters Score -8.800943e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 47756 members 
Mstep: Class 2 contains 9246 members 
Mstep: Class 3 contains 4702 members 
Mstep: Class 4 contains 9903 members 
Mstep: Class 5 contains 6126 members 
Mstep: Class 6 contains 21799 members 
Mstep: Class 7 contains 12529 members 
Mstep: Class 8 contains 9559 members 
Mstep: Class 9 contains 2878 members 
Mstep: Class 10 contains 33466 members 
Mstep: Class 11 contains 16331 members 
Mstep: Class 12 contains 9764 members 
Mstep: Class 13 contains 47166 members 
Mstep: Class 14 contains 56265 members 
Mstep: Class 15 contains 4207 members 
Mstep: Class 16 contains 5525 members 
Mstep: Class 17 contains 63993 members 
Mstep: Class 18 contains 2564 members 
Mstep: Class 19 contains 73306 members 
Mstep: Class 20 contains 133054 members 
Mstep: Class 21 contains 15129 members 
Mstep: Class 22 contains 4252 members 
Mstep: Class 23 contains 6149 members 
Mstep: Class 24 contains 17901 members 
Mstep: Class 25 contains 7333 members 
Mstep: Class 26 contains 17683 members 
Mstep: Class 27 contains 13681 members 
Mstep: Class 28 contains 14151 members 
Mstep: Class 29 contains 30257 members 
Mstep: Class 30 contains 8737 members 
Mstep: Class 31 contains 6406 members 
Mstep: Class 32 contains 11446 members 
Mstep: Class 33 contains 3481 members 
Mstep: Class 34 contains 9658 members 
Mstep: Class 35 contains 13651 members 
Mstep: Class 36 contains 18029 members 
Mstep: Class 37 contains 36160 members 
Mstep: Class 38 contains 4915 members 
Mstep: Class 39 contains 2746 members 
Mstep: Class 40 contains 87847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88010000.000000 Penalty: 81601.554688
Iteration 73Q: 41 clusters Score -8.801e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 47740 members 
Mstep: Class 2 contains 9303 members 
Mstep: Class 3 contains 4711 members 
Mstep: Class 4 contains 9933 members 
Mstep: Class 5 contains 6143 members 
Mstep: Class 6 contains 21816 members 
Mstep: Class 7 contains 12541 members 
Mstep: Class 8 contains 9476 members 
Mstep: Class 9 contains 2877 members 
Mstep: Class 10 contains 33371 members 
Mstep: Class 11 contains 16333 members 
Mstep: Class 12 contains 9775 members 
Mstep: Class 13 contains 47097 members 
Mstep: Class 14 contains 56258 members 
Mstep: Class 15 contains 4219 members 
Mstep: Class 16 contains 5543 members 
Mstep: Class 17 contains 64006 members 
Mstep: Class 18 contains 2552 members 
Mstep: Class 19 contains 73139 members 
Mstep: Class 20 contains 132813 members 
Mstep: Class 21 contains 15132 members 
Mstep: Class 22 contains 4238 members 
Mstep: Class 23 contains 6180 members 
Mstep: Class 24 contains 17860 members 
Mstep: Class 25 contains 7328 members 
Mstep: Class 26 contains 17685 members 
Mstep: Class 27 contains 13924 members 
Mstep: Class 28 contains 14018 members 
Mstep: Class 29 contains 30239 members 
Mstep: Class 30 contains 8692 members 
Mstep: Class 31 contains 6406 members 
Mstep: Class 32 contains 11446 members 
Mstep: Class 33 contains 3505 members 
Mstep: Class 34 contains 9670 members 
Mstep: Class 35 contains 13592 members 
Mstep: Class 36 contains 17963 members 
Mstep: Class 37 contains 36410 members 
Mstep: Class 38 contains 4938 members 
Mstep: Class 39 contains 2749 members 
Mstep: Class 40 contains 88130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88010424.000000 Penalty: 81601.554688
Iteration 74Q: 41 clusters Score -8.801042e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 47728 members 
Mstep: Class 2 contains 9360 members 
Mstep: Class 3 contains 4727 members 
Mstep: Class 4 contains 9961 members 
Mstep: Class 5 contains 6164 members 
Mstep: Class 6 contains 21812 members 
Mstep: Class 7 contains 12562 members 
Mstep: Class 8 contains 9387 members 
Mstep: Class 9 contains 2876 members 
Mstep: Class 10 contains 33319 members 
Mstep: Class 11 contains 16335 members 
Mstep: Class 12 contains 9782 members 
Mstep: Class 13 contains 47000 members 
Mstep: Class 14 contains 56234 members 
Mstep: Class 15 contains 4239 members 
Mstep: Class 16 contains 5555 members 
Mstep: Class 17 contains 64010 members 
Mstep: Class 18 contains 2536 members 
Mstep: Class 19 contains 72969 members 
Mstep: Class 20 contains 132535 members 
Mstep: Class 21 contains 15133 members 
Mstep: Class 22 contains 4238 members 
Mstep: Class 23 contains 6205 members 
Mstep: Class 24 contains 17821 members 
Mstep: Class 25 contains 7325 members 
Mstep: Class 26 contains 17687 members 
Mstep: Class 27 contains 14169 members 
Mstep: Class 28 contains 13883 members 
Mstep: Class 29 contains 30227 members 
Mstep: Class 30 contains 8653 members 
Mstep: Class 31 contains 6408 members 
Mstep: Class 32 contains 11447 members 
Mstep: Class 33 contains 3539 members 
Mstep: Class 34 contains 9677 members 
Mstep: Class 35 contains 13546 members 
Mstep: Class 36 contains 17900 members 
Mstep: Class 37 contains 36651 members 
Mstep: Class 38 contains 4974 members 
Mstep: Class 39 contains 2750 members 
Mstep: Class 40 contains 88427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88010904.000000 Penalty: 81601.554688
Iteration 75Q: 41 clusters Score -8.80109e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 47702 members 
Mstep: Class 2 contains 9420 members 
Mstep: Class 3 contains 4729 members 
Mstep: Class 4 contains 9997 members 
Mstep: Class 5 contains 6182 members 
Mstep: Class 6 contains 21812 members 
Mstep: Class 7 contains 12574 members 
Mstep: Class 8 contains 9300 members 
Mstep: Class 9 contains 2875 members 
Mstep: Class 10 contains 33292 members 
Mstep: Class 11 contains 16336 members 
Mstep: Class 12 contains 9788 members 
Mstep: Class 13 contains 46906 members 
Mstep: Class 14 contains 56225 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 16 contains 5573 members 
Mstep: Class 17 contains 64024 members 
Mstep: Class 18 contains 2531 members 
Mstep: Class 19 contains 72811 members 
Mstep: Class 20 contains 132227 members 
Mstep: Class 21 contains 15132 members 
Mstep: Class 22 contains 4231 members 
Mstep: Class 23 contains 6235 members 
Mstep: Class 24 contains 17801 members 
Mstep: Class 25 contains 7329 members 
Mstep: Class 26 contains 17688 members 
Mstep: Class 27 contains 14374 members 
Mstep: Class 28 contains 13727 members 
Mstep: Class 29 contains 30218 members 
Mstep: Class 30 contains 8604 members 
Mstep: Class 31 contains 6410 members 
Mstep: Class 32 contains 11450 members 
Mstep: Class 33 contains 3591 members 
Mstep: Class 34 contains 9679 members 
Mstep: Class 35 contains 13505 members 
Mstep: Class 36 contains 17856 members 
Mstep: Class 37 contains 36850 members 
Mstep: Class 38 contains 4999 members 
Mstep: Class 39 contains 2752 members 
Mstep: Class 40 contains 88760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88011096.000000 Penalty: 81601.554688
Iteration 76Q: 41 clusters Score -8.80111e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 47667 members 
Mstep: Class 2 contains 9482 members 
Mstep: Class 3 contains 4742 members 
Mstep: Class 4 contains 10030 members 
Mstep: Class 5 contains 6207 members 
Mstep: Class 6 contains 21814 members 
Mstep: Class 7 contains 12593 members 
Mstep: Class 8 contains 9231 members 
Mstep: Class 9 contains 2874 members 
Mstep: Class 10 contains 33286 members 
Mstep: Class 11 contains 16334 members 
Mstep: Class 12 contains 9789 members 
Mstep: Class 13 contains 46821 members 
Mstep: Class 14 contains 56199 members 
Mstep: Class 15 contains 4263 members 
Mstep: Class 16 contains 5589 members 
Mstep: Class 17 contains 64025 members 
Mstep: Class 18 contains 2527 members 
Mstep: Class 19 contains 72677 members 
Mstep: Class 20 contains 131914 members 
Mstep: Class 21 contains 15130 members 
Mstep: Class 22 contains 4230 members 
Mstep: Class 23 contains 6266 members 
Mstep: Class 24 contains 17767 members 
Mstep: Class 25 contains 7327 members 
Mstep: Class 26 contains 17691 members 
Mstep: Class 27 contains 14570 members 
Mstep: Class 28 contains 13580 members 
Mstep: Class 29 contains 30209 members 
Mstep: Class 30 contains 8572 members 
Mstep: Class 31 contains 6414 members 
Mstep: Class 32 contains 11453 members 
Mstep: Class 33 contains 3637 members 
Mstep: Class 34 contains 9686 members 
Mstep: Class 35 contains 13468 members 
Mstep: Class 36 contains 17804 members 
Mstep: Class 37 contains 37008 members 
Mstep: Class 38 contains 5026 members 
Mstep: Class 39 contains 2746 members 
Mstep: Class 40 contains 89103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88011448.000000 Penalty: 81601.554688
Iteration 77Q: 41 clusters Score -8.801145e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 47632 members 
Mstep: Class 2 contains 9529 members 
Mstep: Class 3 contains 4743 members 
Mstep: Class 4 contains 10060 members 
Mstep: Class 5 contains 6224 members 
Mstep: Class 6 contains 21809 members 
Mstep: Class 7 contains 12620 members 
Mstep: Class 8 contains 9160 members 
Mstep: Class 9 contains 2875 members 
Mstep: Class 10 contains 33267 members 
Mstep: Class 11 contains 16334 members 
Mstep: Class 12 contains 9803 members 
Mstep: Class 13 contains 46741 members 
Mstep: Class 14 contains 56183 members 
Mstep: Class 15 contains 4276 members 
Mstep: Class 16 contains 5618 members 
Mstep: Class 17 contains 64041 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 72552 members 
Mstep: Class 20 contains 131619 members 
Mstep: Class 21 contains 15129 members 
Mstep: Class 22 contains 4227 members 
Mstep: Class 23 contains 6290 members 
Mstep: Class 24 contains 17744 members 
Mstep: Class 25 contains 7327 members 
Mstep: Class 26 contains 17690 members 
Mstep: Class 27 contains 14757 members 
Mstep: Class 28 contains 13439 members 
Mstep: Class 29 contains 30199 members 
Mstep: Class 30 contains 8528 members 
Mstep: Class 31 contains 6414 members 
Mstep: Class 32 contains 11455 members 
Mstep: Class 33 contains 3681 members 
Mstep: Class 34 contains 9691 members 
Mstep: Class 35 contains 13410 members 
Mstep: Class 36 contains 17752 members 
Mstep: Class 37 contains 37178 members 
Mstep: Class 38 contains 5043 members 
Mstep: Class 39 contains 2745 members 
Mstep: Class 40 contains 89449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88011664.000000 Penalty: 81601.554688
Iteration 78Q: 41 clusters Score -8.801166e+07 nChanged 2141
Entering ConstructFrom: 
Score: -88011664.000000 Penalty: 81601.554688
Entering ConstructFrom: 
Trying to split cluster 1 (47587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47587 members 
Entering Unmasked Estep 
Score: -4762508.500000 Penalty: 1602.622925
	Iteration 0F: 2 clusters Score -4762508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23822 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -4731549.500000 Penalty: 3205.245850
	Iteration 0F: 3 clusters Score -4731550 nChanged 22030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -4743847.000000 Penalty: 3205.245850
	Iteration 1F: 3 clusters Score -4743847 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24490 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -4744533.500000 Penalty: 3205.245850
	Iteration 2Q: 3 clusters Score -4744534 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24808 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -4745247.000000 Penalty: 3205.245850
	Iteration 3Q: 3 clusters Score -4745247 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 22333 members 
Entering Unmasked Estep 
Score: -4745894.000000 Penalty: 3205.245850
	Iteration 4Q: 3 clusters Score -4745894 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25814 members 
Mstep: Class 2 contains 21773 members 
Entering Unmasked Estep 
Score: -4746694.500000 Penalty: 3205.245850
	Iteration 5Q: 3 clusters Score -4746694 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26517 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -4747666.500000 Penalty: 3205.245850
	Iteration 6Q: 3 clusters Score -4747666 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -4748921.500000 Penalty: 3205.245850
	Iteration 7Q: 3 clusters Score -4748922 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28208 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -4750564.000000 Penalty: 3205.245850
	Iteration 8F: 3 clusters Score -4750564 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29037 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -4752360.500000 Penalty: 3205.245850
	Iteration 9F: 3 clusters Score -4752360 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29694 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -4753839.500000 Penalty: 3205.245850
	Iteration 10F: 3 clusters Score -4753840 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30117 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -4754749.500000 Penalty: 3205.245850
	Iteration 11Q: 3 clusters Score -4754750 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30587 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -4755374.500000 Penalty: 3205.245850
	Iteration 12Q: 3 clusters Score -4755374 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31095 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -4755886.500000 Penalty: 3205.245850
	Iteration 13Q: 3 clusters Score -4755886 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31558 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -4756379.000000 Penalty: 3205.245850
	Iteration 14Q: 3 clusters Score -4756379 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32007 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -4756909.000000 Penalty: 3205.245850
	Iteration 15Q: 3 clusters Score -4756909 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32386 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -4757403.500000 Penalty: 3205.245850
	Iteration 16Q: 3 clusters Score -4757404 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32710 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -4757905.500000 Penalty: 3205.245850
	Iteration 17Q: 3 clusters Score -4757906 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32940 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -4758357.500000 Penalty: 3205.245850
	Iteration 18Q: 3 clusters Score -4758358 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33096 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -4758768.500000 Penalty: 3205.245850
	Iteration 19Q: 3 clusters Score -4758768 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33254 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -4759154.500000 Penalty: 3205.245850
	Iteration 20F: 3 clusters Score -4759154 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33413 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -4759457.500000 Penalty: 3205.245850
	Iteration 21Q: 3 clusters Score -4759458 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33492 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -4759655.000000 Penalty: 3205.245850
	Iteration 22Q: 3 clusters Score -4759655 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33528 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -4759836.500000 Penalty: 3205.245850
	Iteration 23Q: 3 clusters Score -4759836 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33534 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -4759927.000000 Penalty: 3205.245850
	Iteration 24Q: 3 clusters Score -4759927 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33508 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -4760026.500000 Penalty: 3205.245850
	Iteration 25Q: 3 clusters Score -4760026 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33467 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -4760101.500000 Penalty: 3205.245850
	Iteration 26Q: 3 clusters Score -4760102 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33425 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -4760139.000000 Penalty: 3205.245850
	Iteration 27Q: 3 clusters Score -4760139 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33400 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -4760176.000000 Penalty: 3205.245850
	Iteration 28Q: 3 clusters Score -4760176 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33390 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -4760183.000000 Penalty: 3205.245850
	Iteration 29Q: 3 clusters Score -4760183 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33382 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -4760190.000000 Penalty: 3205.245850
	Iteration 30Q: 3 clusters Score -4760190 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33361 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -4760177.000000 Penalty: 3205.245850
	Iteration 31Q: 3 clusters Score -4760177 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33324 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -4760184.500000 Penalty: 3205.245850
	Iteration 32Q: 3 clusters Score -4760184 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33301 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -4760211.500000 Penalty: 3205.245850
	Iteration 33Q: 3 clusters Score -4760212 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33274 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -4760224.500000 Penalty: 3205.245850
	Iteration 34Q: 3 clusters Score -4760224 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33265 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -4760216.500000 Penalty: 3205.245850
	Iteration 35Q: 3 clusters Score -4760216 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33255 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -4760220.000000 Penalty: 3205.245850
	Iteration 36Q: 3 clusters Score -4760220 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33237 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -4760227.000000 Penalty: 3205.245850
	Iteration 37Q: 3 clusters Score -4760227 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33225 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -4760222.000000 Penalty: 3205.245850
	Iteration 38Q: 3 clusters Score -4760222 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -4760214.500000 Penalty: 3205.245850
	Iteration 39Q: 3 clusters Score -4760214 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33207 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -4760225.000000 Penalty: 3205.245850
	Iteration 40F: 3 clusters Score -4760225 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33194 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -4760226.500000 Penalty: 3205.245850
	Iteration 41Q: 3 clusters Score -4760226 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33180 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -4760227.500000 Penalty: 3205.245850
	Iteration 42Q: 3 clusters Score -4760228 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33164 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -4760227.500000 Penalty: 3205.245850
	Iteration 43Q: 3 clusters Score -4760228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33155 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -4760228.000000 Penalty: 3205.245850
	Iteration 44Q: 3 clusters Score -4760228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33150 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -4760220.500000 Penalty: 3205.245850
	Iteration 45Q: 3 clusters Score -4760220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33144 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -4760216.500000 Penalty: 3205.245850
	Iteration 46Q: 3 clusters Score -4760216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33138 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -4760222.500000 Penalty: 3205.245850
	Iteration 47Q: 3 clusters Score -4760222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33135 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -4760227.000000 Penalty: 3205.245850
	Iteration 48Q: 3 clusters Score -4760227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33132 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -4760226.500000 Penalty: 3205.245850
	Iteration 49Q: 3 clusters Score -4760226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33132 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -4760228.000000 Penalty: 3205.245850
	Iteration 50Q: 3 clusters Score -4760228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33130 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -4760230.500000 Penalty: 3205.245850
	Iteration 51Q: 3 clusters Score -4760230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33128 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -4760229.500000 Penalty: 3205.245850
	Iteration 52Q: 3 clusters Score -4760230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33125 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -4760231.500000 Penalty: 3205.245850
	Iteration 53Q: 3 clusters Score -4760232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33124 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -4760229.500000 Penalty: 3205.245850
	Iteration 54Q: 3 clusters Score -4760230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33122 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -4760234.500000 Penalty: 3205.245850
	Iteration 55Q: 3 clusters Score -4760234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33119 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -4760236.000000 Penalty: 3205.245850
	Iteration 56Q: 3 clusters Score -4760236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33118 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -4760233.000000 Penalty: 3205.245850
	Iteration 57Q: 3 clusters Score -4760233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33118 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -4760235.000000 Penalty: 3205.245850
	Iteration 58Q: 3 clusters Score -4760235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33115 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -4760234.500000 Penalty: 3205.245850
	Iteration 59Q: 3 clusters Score -4760234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33114 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -4760231.500000 Penalty: 3205.245850
	Iteration 60F: 3 clusters Score -4760232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Entering Unmasked Estep 
Score: -950434.187500 Penalty: 1364.160522
	Iteration 0F: 2 clusters Score -950434.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -943923.750000 Penalty: 2728.321045
	Iteration 0F: 3 clusters Score -943923.8 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -946135.187500 Penalty: 2728.321045
	Iteration 1F: 3 clusters Score -946135.2 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -946447.187500 Penalty: 2728.321045
	Iteration 2F: 3 clusters Score -946447.2 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -946718.437500 Penalty: 2728.321045
	Iteration 3F: 3 clusters Score -946718.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -946946.375000 Penalty: 2728.321045
	Iteration 4Q: 3 clusters Score -946946.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -947125.750000 Penalty: 2728.321045
	Iteration 5Q: 3 clusters Score -947125.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -947324.687500 Penalty: 2728.321045
	Iteration 6Q: 3 clusters Score -947324.7 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -947561.250000 Penalty: 2728.321045
	Iteration 7Q: 3 clusters Score -947561.2 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -947835.562500 Penalty: 2728.321045
	Iteration 8Q: 3 clusters Score -947835.6 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -948129.312500 Penalty: 2728.321045
	Iteration 9Q: 3 clusters Score -948129.3 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -948435.687500 Penalty: 2728.321045
	Iteration 10Q: 3 clusters Score -948435.7 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -948729.312500 Penalty: 2728.321045
	Iteration 11Q: 3 clusters Score -948729.3 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -948986.000000 Penalty: 2728.321045
	Iteration 12Q: 3 clusters Score -948986 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -949184.125000 Penalty: 2728.321045
	Iteration 13Q: 3 clusters Score -949184.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -949310.625000 Penalty: 2728.321045
	Iteration 14Q: 3 clusters Score -949310.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -949376.875000 Penalty: 2728.321045
	Iteration 15Q: 3 clusters Score -949376.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -949411.562500 Penalty: 2728.321045
	Iteration 16Q: 3 clusters Score -949411.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -949438.875000 Penalty: 2728.321045
	Iteration 17Q: 3 clusters Score -949438.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -949458.250000 Penalty: 2728.321045
	Iteration 18Q: 3 clusters Score -949458.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -949473.375000 Penalty: 2728.321045
	Iteration 19Q: 3 clusters Score -949473.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -949478.000000 Penalty: 2728.321045
	Iteration 20F: 3 clusters Score -949478 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -949486.312500 Penalty: 2728.321045
	Iteration 21Q: 3 clusters Score -949486.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -949493.250000 Penalty: 2728.321045
	Iteration 22Q: 3 clusters Score -949493.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -949494.812500 Penalty: 2728.321045
	Iteration 23Q: 3 clusters Score -949494.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -949500.312500 Penalty: 2728.321045
	Iteration 24Q: 3 clusters Score -949500.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -949503.437500 Penalty: 2728.321045
	Iteration 25Q: 3 clusters Score -949503.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -949502.375000 Penalty: 2728.321045
	Iteration 26Q: 3 clusters Score -949502.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -949507.375000 Penalty: 2728.321045
	Iteration 27Q: 3 clusters Score -949507.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -949508.812500 Penalty: 2728.321045
	Iteration 28Q: 3 clusters Score -949508.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -949508.437500 Penalty: 2728.321045
	Iteration 29Q: 3 clusters Score -949508.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -949512.625000 Penalty: 2728.321045
	Iteration 30Q: 3 clusters Score -949512.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -949516.250000 Penalty: 2728.321045
	Iteration 31Q: 3 clusters Score -949516.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -949514.375000 Penalty: 2728.321045
	Iteration 32Q: 3 clusters Score -949514.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -949515.000000 Penalty: 2728.321045
	Iteration 33Q: 3 clusters Score -949515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -949516.812500 Penalty: 2728.321045
	Iteration 34Q: 3 clusters Score -949516.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -949517.687500 Penalty: 2728.321045
	Iteration 35Q: 3 clusters Score -949517.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -949520.375000 Penalty: 2728.321045
	Iteration 36Q: 3 clusters Score -949520.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -949519.875000 Penalty: 2728.321045
	Iteration 37Q: 3 clusters Score -949519.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -949520.750000 Penalty: 2728.321045
	Iteration 38Q: 3 clusters Score -949520.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -949522.562500 Penalty: 2728.321045
	Iteration 39Q: 3 clusters Score -949522.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -949519.750000 Penalty: 2728.321045
	Iteration 40F: 3 clusters Score -949519.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Entering Unmasked Estep 
Score: -441661.312500 Penalty: 1259.725830
	Iteration 0F: 2 clusters Score -441661.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -438172.937500 Penalty: 2519.451660
	Iteration 0F: 3 clusters Score -438172.9 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -439234.343750 Penalty: 2519.451660
	Iteration 1F: 3 clusters Score -439234.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -439462.687500 Penalty: 2519.451660
	Iteration 2F: 3 clusters Score -439462.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -439633.625000 Penalty: 2519.451660
	Iteration 3F: 3 clusters Score -439633.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -439774.718750 Penalty: 2519.451660
	Iteration 4Q: 3 clusters Score -439774.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -439897.375000 Penalty: 2519.451660
	Iteration 5Q: 3 clusters Score -439897.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -439990.156250 Penalty: 2519.451660
	Iteration 6Q: 3 clusters Score -439990.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -440057.375000 Penalty: 2519.451660
	Iteration 7Q: 3 clusters Score -440057.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -440117.468750 Penalty: 2519.451660
	Iteration 8Q: 3 clusters Score -440117.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -440169.500000 Penalty: 2519.451660
	Iteration 9Q: 3 clusters Score -440169.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -440226.187500 Penalty: 2519.451660
	Iteration 10Q: 3 clusters Score -440226.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -440266.500000 Penalty: 2519.451660
	Iteration 11Q: 3 clusters Score -440266.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -440299.406250 Penalty: 2519.451660
	Iteration 12Q: 3 clusters Score -440299.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -440331.875000 Penalty: 2519.451660
	Iteration 13Q: 3 clusters Score -440331.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -440360.937500 Penalty: 2519.451660
	Iteration 14Q: 3 clusters Score -440360.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -440383.406250 Penalty: 2519.451660
	Iteration 15Q: 3 clusters Score -440383.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -440406.343750 Penalty: 2519.451660
	Iteration 16Q: 3 clusters Score -440406.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -440426.125000 Penalty: 2519.451660
	Iteration 17Q: 3 clusters Score -440426.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -440449.062500 Penalty: 2519.451660
	Iteration 18Q: 3 clusters Score -440449.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -440471.593750 Penalty: 2519.451660
	Iteration 19Q: 3 clusters Score -440471.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -440495.218750 Penalty: 2519.451660
	Iteration 20F: 3 clusters Score -440495.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -440512.468750 Penalty: 2519.451660
	Iteration 21Q: 3 clusters Score -440512.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -440524.812500 Penalty: 2519.451660
	Iteration 22Q: 3 clusters Score -440524.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -440534.718750 Penalty: 2519.451660
	Iteration 23Q: 3 clusters Score -440534.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -440544.750000 Penalty: 2519.451660
	Iteration 24Q: 3 clusters Score -440544.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -440554.750000 Penalty: 2519.451660
	Iteration 25Q: 3 clusters Score -440554.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -440558.656250 Penalty: 2519.451660
	Iteration 26Q: 3 clusters Score -440558.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -440562.218750 Penalty: 2519.451660
	Iteration 27Q: 3 clusters Score -440562.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -440565.125000 Penalty: 2519.451660
	Iteration 28Q: 3 clusters Score -440565.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -440568.125000 Penalty: 2519.451660
	Iteration 29Q: 3 clusters Score -440568.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -440573.531250 Penalty: 2519.451660
	Iteration 30Q: 3 clusters Score -440573.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -440577.218750 Penalty: 2519.451660
	Iteration 31Q: 3 clusters Score -440577.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -440581.718750 Penalty: 2519.451660
	Iteration 32Q: 3 clusters Score -440581.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -440585.031250 Penalty: 2519.451660
	Iteration 33Q: 3 clusters Score -440585 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -440588.281250 Penalty: 2519.451660
	Iteration 34Q: 3 clusters Score -440588.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -440589.875000 Penalty: 2519.451660
	Iteration 35Q: 3 clusters Score -440589.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -440591.312500 Penalty: 2519.451660
	Iteration 36Q: 3 clusters Score -440591.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -440591.625000 Penalty: 2519.451660
	Iteration 37Q: 3 clusters Score -440591.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -440592.000000 Penalty: 2519.451660
	Iteration 38Q: 3 clusters Score -440592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -440592.406250 Penalty: 2519.451660
	Iteration 39Q: 3 clusters Score -440592.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -440592.406250 Penalty: 2519.451660
	Iteration 40F: 3 clusters Score -440592.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Entering Unmasked Estep 
Score: -1054349.500000 Penalty: 1371.846680
	Iteration 0F: 2 clusters Score -1054350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1047527.875000 Penalty: 2743.693359
	Iteration 0F: 3 clusters Score -1047528 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1049781.125000 Penalty: 2743.693359
	Iteration 1F: 3 clusters Score -1049781 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1050071.875000 Penalty: 2743.693359
	Iteration 2F: 3 clusters Score -1050072 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1050288.500000 Penalty: 2743.693359
	Iteration 3Q: 3 clusters Score -1050288 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1050449.875000 Penalty: 2743.693359
	Iteration 4Q: 3 clusters Score -1050450 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1050620.375000 Penalty: 2743.693359
	Iteration 5Q: 3 clusters Score -1050620 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1050773.125000 Penalty: 2743.693359
	Iteration 6Q: 3 clusters Score -1050773 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1050932.625000 Penalty: 2743.693359
	Iteration 7Q: 3 clusters Score -1050933 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1051099.625000 Penalty: 2743.693359
	Iteration 8Q: 3 clusters Score -1051100 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1051300.250000 Penalty: 2743.693359
	Iteration 9Q: 3 clusters Score -1051300 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1051514.875000 Penalty: 2743.693359
	Iteration 10Q: 3 clusters Score -1051515 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1051738.375000 Penalty: 2743.693359
	Iteration 11Q: 3 clusters Score -1051738 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1051978.125000 Penalty: 2743.693359
	Iteration 12Q: 3 clusters Score -1051978 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1052229.875000 Penalty: 2743.693359
	Iteration 13Q: 3 clusters Score -1052230 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1052460.750000 Penalty: 2743.693359
	Iteration 14Q: 3 clusters Score -1052461 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1052654.250000 Penalty: 2743.693359
	Iteration 15Q: 3 clusters Score -1052654 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1052810.250000 Penalty: 2743.693359
	Iteration 16Q: 3 clusters Score -1052810 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1052917.250000 Penalty: 2743.693359
	Iteration 17Q: 3 clusters Score -1052917 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1052996.625000 Penalty: 2743.693359
	Iteration 18Q: 3 clusters Score -1052997 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1053067.875000 Penalty: 2743.693359
	Iteration 19Q: 3 clusters Score -1053068 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1053127.000000 Penalty: 2743.693359
	Iteration 20F: 3 clusters Score -1053127 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1053159.125000 Penalty: 2743.693359
	Iteration 21Q: 3 clusters Score -1053159 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1053182.375000 Penalty: 2743.693359
	Iteration 22Q: 3 clusters Score -1053182 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1053193.000000 Penalty: 2743.693359
	Iteration 23Q: 3 clusters Score -1053193 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1053206.000000 Penalty: 2743.693359
	Iteration 24Q: 3 clusters Score -1053206 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1053219.375000 Penalty: 2743.693359
	Iteration 25Q: 3 clusters Score -1053219 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1053233.125000 Penalty: 2743.693359
	Iteration 26Q: 3 clusters Score -1053233 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1053245.875000 Penalty: 2743.693359
	Iteration 27Q: 3 clusters Score -1053246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1053250.250000 Penalty: 2743.693359
	Iteration 28Q: 3 clusters Score -1053250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1053251.750000 Penalty: 2743.693359
	Iteration 29Q: 3 clusters Score -1053252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1053255.125000 Penalty: 2743.693359
	Iteration 30Q: 3 clusters Score -1053255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1053255.875000 Penalty: 2743.693359
	Iteration 31Q: 3 clusters Score -1053256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1053256.875000 Penalty: 2743.693359
	Iteration 32Q: 3 clusters Score -1053257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1053259.000000 Penalty: 2743.693359
	Iteration 33Q: 3 clusters Score -1053259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1053262.250000 Penalty: 2743.693359
	Iteration 34Q: 3 clusters Score -1053262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1053267.000000 Penalty: 2743.693359
	Iteration 35Q: 3 clusters Score -1053267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1053267.875000 Penalty: 2743.693359
	Iteration 36Q: 3 clusters Score -1053268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1053269.625000 Penalty: 2743.693359
	Iteration 37Q: 3 clusters Score -1053270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1053269.500000 Penalty: 2743.693359
	Iteration 38Q: 3 clusters Score -1053270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1053271.250000 Penalty: 2743.693359
	Iteration 39Q: 3 clusters Score -1053271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1053272.000000 Penalty: 2743.693359
	Iteration 40F: 3 clusters Score -1053272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Entering Unmasked Estep 
Score: -617106.750000 Penalty: 1300.585938
	Iteration 0F: 2 clusters Score -617106.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -612718.187500 Penalty: 2601.171875
	Iteration 0F: 3 clusters Score -612718.2 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -614000.687500 Penalty: 2601.171875
	Iteration 1F: 3 clusters Score -614000.7 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -614225.812500 Penalty: 2601.171875
	Iteration 2F: 3 clusters Score -614225.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -614382.500000 Penalty: 2601.171875
	Iteration 3F: 3 clusters Score -614382.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -614510.000000 Penalty: 2601.171875
	Iteration 4Q: 3 clusters Score -614510 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -614601.500000 Penalty: 2601.171875
	Iteration 5Q: 3 clusters Score -614601.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -614679.500000 Penalty: 2601.171875
	Iteration 6Q: 3 clusters Score -614679.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -614753.187500 Penalty: 2601.171875
	Iteration 7Q: 3 clusters Score -614753.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -614822.187500 Penalty: 2601.171875
	Iteration 8Q: 3 clusters Score -614822.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -614891.500000 Penalty: 2601.171875
	Iteration 9Q: 3 clusters Score -614891.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -614960.687500 Penalty: 2601.171875
	Iteration 10Q: 3 clusters Score -614960.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -615044.062500 Penalty: 2601.171875
	Iteration 11Q: 3 clusters Score -615044.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -615135.437500 Penalty: 2601.171875
	Iteration 12Q: 3 clusters Score -615135.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -615224.437500 Penalty: 2601.171875
	Iteration 13Q: 3 clusters Score -615224.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -615316.937500 Penalty: 2601.171875
	Iteration 14Q: 3 clusters Score -615316.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -615428.625000 Penalty: 2601.171875
	Iteration 15Q: 3 clusters Score -615428.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -615517.812500 Penalty: 2601.171875
	Iteration 16Q: 3 clusters Score -615517.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -615595.125000 Penalty: 2601.171875
	Iteration 17Q: 3 clusters Score -615595.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -615670.062500 Penalty: 2601.171875
	Iteration 18Q: 3 clusters Score -615670.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -615725.125000 Penalty: 2601.171875
	Iteration 19Q: 3 clusters Score -615725.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -615766.375000 Penalty: 2601.171875
	Iteration 20F: 3 clusters Score -615766.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -615800.812500 Penalty: 2601.171875
	Iteration 21Q: 3 clusters Score -615800.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -615822.812500 Penalty: 2601.171875
	Iteration 22Q: 3 clusters Score -615822.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -615845.875000 Penalty: 2601.171875
	Iteration 23Q: 3 clusters Score -615845.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -615878.000000 Penalty: 2601.171875
	Iteration 24Q: 3 clusters Score -615878 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -615909.812500 Penalty: 2601.171875
	Iteration 25Q: 3 clusters Score -615909.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -615931.875000 Penalty: 2601.171875
	Iteration 26Q: 3 clusters Score -615931.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -615944.750000 Penalty: 2601.171875
	Iteration 27Q: 3 clusters Score -615944.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -615956.375000 Penalty: 2601.171875
	Iteration 28Q: 3 clusters Score -615956.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -615961.937500 Penalty: 2601.171875
	Iteration 29Q: 3 clusters Score -615961.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -615971.562500 Penalty: 2601.171875
	Iteration 30Q: 3 clusters Score -615971.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -615980.000000 Penalty: 2601.171875
	Iteration 31Q: 3 clusters Score -615980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -615986.937500 Penalty: 2601.171875
	Iteration 32Q: 3 clusters Score -615986.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -615990.375000 Penalty: 2601.171875
	Iteration 33Q: 3 clusters Score -615990.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -615994.625000 Penalty: 2601.171875
	Iteration 34Q: 3 clusters Score -615994.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -616000.250000 Penalty: 2601.171875
	Iteration 35Q: 3 clusters Score -616000.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -616002.500000 Penalty: 2601.171875
	Iteration 36Q: 3 clusters Score -616002.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -616007.000000 Penalty: 2601.171875
	Iteration 37Q: 3 clusters Score -616007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -616008.187500 Penalty: 2601.171875
	Iteration 38Q: 3 clusters Score -616008.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -616009.750000 Penalty: 2601.171875
	Iteration 39Q: 3 clusters Score -616009.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -616013.312500 Penalty: 2601.171875
	Iteration 40F: 3 clusters Score -616013.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -616015.187500 Penalty: 2601.171875
	Iteration 41Q: 3 clusters Score -616015.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -616015.500000 Penalty: 2601.171875
	Iteration 42Q: 3 clusters Score -616015.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -616015.500000 Penalty: 2601.171875
	Iteration 43F: 3 clusters Score -616015.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (21798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Entering Unmasked Estep 
Score: -2229370.500000 Penalty: 1486.448608
	Iteration 0F: 2 clusters Score -2229370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -2215148.000000 Penalty: 2972.897217
	Iteration 0F: 3 clusters Score -2215148 nChanged 9724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -2220422.250000 Penalty: 2972.897217
	Iteration 1F: 3 clusters Score -2220422 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -2220852.500000 Penalty: 2972.897217
	Iteration 2F: 3 clusters Score -2220852 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -2221223 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -2221588 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -2221973.000000 Penalty: 2972.897217
	Iteration 5Q: 3 clusters Score -2221973 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -2222343.500000 Penalty: 2972.897217
	Iteration 6Q: 3 clusters Score -2222344 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -2222763.500000 Penalty: 2972.897217
	Iteration 7Q: 3 clusters Score -2222764 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -2223182.000000 Penalty: 2972.897217
	Iteration 8Q: 3 clusters Score -2223182 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -2223582.750000 Penalty: 2972.897217
	Iteration 9Q: 3 clusters Score -2223583 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -2223939.500000 Penalty: 2972.897217
	Iteration 10Q: 3 clusters Score -2223940 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -2224256.250000 Penalty: 2972.897217
	Iteration 11Q: 3 clusters Score -2224256 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -2224550.000000 Penalty: 2972.897217
	Iteration 12Q: 3 clusters Score -2224550 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -2224837.750000 Penalty: 2972.897217
	Iteration 13Q: 3 clusters Score -2224838 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -2225071.000000 Penalty: 2972.897217
	Iteration 14Q: 3 clusters Score -2225071 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -2225296.250000 Penalty: 2972.897217
	Iteration 15Q: 3 clusters Score -2225296 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -2225492.000000 Penalty: 2972.897217
	Iteration 16Q: 3 clusters Score -2225492 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -2225672.500000 Penalty: 2972.897217
	Iteration 17Q: 3 clusters Score -2225672 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -2225820.500000 Penalty: 2972.897217
	Iteration 18Q: 3 clusters Score -2225820 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -2225951.250000 Penalty: 2972.897217
	Iteration 19Q: 3 clusters Score -2225951 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -2226038.000000 Penalty: 2972.897217
	Iteration 20F: 3 clusters Score -2226038 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -2226114.500000 Penalty: 2972.897217
	Iteration 21Q: 3 clusters Score -2226114 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -2226171.000000 Penalty: 2972.897217
	Iteration 22Q: 3 clusters Score -2226171 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -2226219.500000 Penalty: 2972.897217
	Iteration 23Q: 3 clusters Score -2226220 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -2226256.000000 Penalty: 2972.897217
	Iteration 24Q: 3 clusters Score -2226256 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -2226280.250000 Penalty: 2972.897217
	Iteration 25Q: 3 clusters Score -2226280 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -2226308.000000 Penalty: 2972.897217
	Iteration 26Q: 3 clusters Score -2226308 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -2226332.250000 Penalty: 2972.897217
	Iteration 27Q: 3 clusters Score -2226332 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -2226359.750000 Penalty: 2972.897217
	Iteration 28Q: 3 clusters Score -2226360 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -2226378.000000 Penalty: 2972.897217
	Iteration 29Q: 3 clusters Score -2226378 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -2226395.250000 Penalty: 2972.897217
	Iteration 30Q: 3 clusters Score -2226395 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -2226418.750000 Penalty: 2972.897217
	Iteration 31Q: 3 clusters Score -2226419 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -2226444.500000 Penalty: 2972.897217
	Iteration 32Q: 3 clusters Score -2226444 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -2226467.000000 Penalty: 2972.897217
	Iteration 33Q: 3 clusters Score -2226467 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -2226491.000000 Penalty: 2972.897217
	Iteration 34Q: 3 clusters Score -2226491 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -2226533.250000 Penalty: 2972.897217
	Iteration 35Q: 3 clusters Score -2226533 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -2226571.250000 Penalty: 2972.897217
	Iteration 36Q: 3 clusters Score -2226571 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -2226604.750000 Penalty: 2972.897217
	Iteration 37Q: 3 clusters Score -2226605 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2226640 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -2226681.250000 Penalty: 2972.897217
	Iteration 39Q: 3 clusters Score -2226681 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -2226704.000000 Penalty: 2972.897217
	Iteration 40F: 3 clusters Score -2226704 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2226748 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -2226805.500000 Penalty: 2972.897217
	Iteration 42Q: 3 clusters Score -2226806 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -2226855.750000 Penalty: 2972.897217
	Iteration 43Q: 3 clusters Score -2226856 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2226914 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -2226975.250000 Penalty: 2972.897217
	Iteration 45Q: 3 clusters Score -2226975 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -2227014.750000 Penalty: 2972.897217
	Iteration 46Q: 3 clusters Score -2227015 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2227068 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -2227110.500000 Penalty: 2972.897217
	Iteration 48Q: 3 clusters Score -2227110 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -2227152.500000 Penalty: 2972.897217
	Iteration 49Q: 3 clusters Score -2227152 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -2227212.750000 Penalty: 2972.897217
	Iteration 50Q: 3 clusters Score -2227213 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -2227279.000000 Penalty: 2972.897217
	Iteration 51Q: 3 clusters Score -2227279 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -2227343.750000 Penalty: 2972.897217
	Iteration 52Q: 3 clusters Score -2227344 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -2227417.000000 Penalty: 2972.897217
	Iteration 53Q: 3 clusters Score -2227417 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2227486 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -2227554.250000 Penalty: 2972.897217
	Iteration 55Q: 3 clusters Score -2227554 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -2227632.750000 Penalty: 2972.897217
	Iteration 56Q: 3 clusters Score -2227633 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -2227697.750000 Penalty: 2972.897217
	Iteration 57Q: 3 clusters Score -2227698 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -2227749.250000 Penalty: 2972.897217
	Iteration 58Q: 3 clusters Score -2227749 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -2227808.000000 Penalty: 2972.897217
	Iteration 59Q: 3 clusters Score -2227808 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -2227875.500000 Penalty: 2972.897217
	Iteration 60F: 3 clusters Score -2227876 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2227932 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -2227987.000000 Penalty: 2972.897217
	Iteration 62Q: 3 clusters Score -2227987 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2228048 nChanged 152
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -2228104.500000 Penalty: 2972.897217
	Iteration 64Q: 3 clusters Score -2228104 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -2228148.750000 Penalty: 2972.897217
	Iteration 65Q: 3 clusters Score -2228149 nChanged 126
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -2228189.750000 Penalty: 2972.897217
	Iteration 66Q: 3 clusters Score -2228190 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -2228236.250000 Penalty: 2972.897217
	Iteration 67Q: 3 clusters Score -2228236 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -2228262.250000 Penalty: 2972.897217
	Iteration 68Q: 3 clusters Score -2228262 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -2228293.750000 Penalty: 2972.897217
	Iteration 69Q: 3 clusters Score -2228294 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2228318 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -2228348.250000 Penalty: 2972.897217
	Iteration 71Q: 3 clusters Score -2228348 nChanged 68
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Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -2228367.000000 Penalty: 2972.897217
	Iteration 72Q: 3 clusters Score -2228367 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -2228394.000000 Penalty: 2972.897217
	Iteration 73Q: 3 clusters Score -2228394 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -2228416.500000 Penalty: 2972.897217
	Iteration 74Q: 3 clusters Score -2228416 nChanged 50
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -2228433.250000 Penalty: 2972.897217
	Iteration 75Q: 3 clusters Score -2228433 nChanged 53
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -2228455.000000 Penalty: 2972.897217
	Iteration 76Q: 3 clusters Score -2228455 nChanged 51
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Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2228463 nChanged 35
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Mstep: Class 1 contains 1701 members 
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Entering Unmasked Estep 
Score: -2228479.500000 Penalty: 2972.897217
	Iteration 78Q: 3 clusters Score -2228480 nChanged 30
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2228488 nChanged 24
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Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 20149 members 
Entering Unmasked Estep 
Score: -2228496.250000 Penalty: 2972.897217
	Iteration 80F: 3 clusters Score -2228496 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2228506 nChanged 24
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Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -2228512.250000 Penalty: 2972.897217
	Iteration 82Q: 3 clusters Score -2228512 nChanged 22
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Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2228522 nChanged 18
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Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2228526 nChanged 23
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Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2228531 nChanged 8
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Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -2228535.000000 Penalty: 2972.897217
	Iteration 86Q: 3 clusters Score -2228535 nChanged 16
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Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -2228546.500000 Penalty: 2972.897217
	Iteration 87Q: 3 clusters Score -2228546 nChanged 15
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Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -2228552.750000 Penalty: 2972.897217
	Iteration 88Q: 3 clusters Score -2228553 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 20304 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2228557 nChanged 13
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Mstep: Class 1 contains 1483 members 
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Entering Unmasked Estep 
Score: -2228563.000000 Penalty: 2972.897217
	Iteration 90Q: 3 clusters Score -2228563 nChanged 11
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Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2228570 nChanged 13
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Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -2228576.000000 Penalty: 2972.897217
	Iteration 92Q: 3 clusters Score -2228576 nChanged 5
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Entering Unmasked Estep 
Score: -2228574.500000 Penalty: 2972.897217
	Iteration 93Q: 3 clusters Score -2228574 nChanged 5
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Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -2228573.000000 Penalty: 2972.897217
	Iteration 94Q: 3 clusters Score -2228573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -2228576.500000 Penalty: 2972.897217
	Iteration 95Q: 3 clusters Score -2228576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -2228578.500000 Penalty: 2972.897217
	Iteration 96Q: 3 clusters Score -2228578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -2228578.750000 Penalty: 2972.897217
	Iteration 97Q: 3 clusters Score -2228579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -2228578.750000 Penalty: 2972.897217
	Iteration 98F: 3 clusters Score -2228579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Entering Unmasked Estep 
Score: -1276198.125000 Penalty: 1405.383301
	Iteration 0F: 2 clusters Score -1276198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1267835.125000 Penalty: 2810.766602
	Iteration 0F: 3 clusters Score -1267835 nChanged 5391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1270685.375000 Penalty: 2810.766602
	Iteration 1F: 3 clusters Score -1270685 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1271074.000000 Penalty: 2810.766602
	Iteration 2F: 3 clusters Score -1271074 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1271380.125000 Penalty: 2810.766602
	Iteration 3F: 3 clusters Score -1271380 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1271659.750000 Penalty: 2810.766602
	Iteration 4Q: 3 clusters Score -1271660 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1271935.625000 Penalty: 2810.766602
	Iteration 5Q: 3 clusters Score -1271936 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1272224.000000 Penalty: 2810.766602
	Iteration 6Q: 3 clusters Score -1272224 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1272512.250000 Penalty: 2810.766602
	Iteration 7Q: 3 clusters Score -1272512 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1272841.250000 Penalty: 2810.766602
	Iteration 8Q: 3 clusters Score -1272841 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1273225.625000 Penalty: 2810.766602
	Iteration 9Q: 3 clusters Score -1273226 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1273611.500000 Penalty: 2810.766602
	Iteration 10Q: 3 clusters Score -1273612 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1273992.750000 Penalty: 2810.766602
	Iteration 11Q: 3 clusters Score -1273993 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1274322.250000 Penalty: 2810.766602
	Iteration 12Q: 3 clusters Score -1274322 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1274590.250000 Penalty: 2810.766602
	Iteration 13Q: 3 clusters Score -1274590 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -1274768.000000 Penalty: 2810.766602
	Iteration 14Q: 3 clusters Score -1274768 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -1274854.250000 Penalty: 2810.766602
	Iteration 15Q: 3 clusters Score -1274854 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -1274923.000000 Penalty: 2810.766602
	Iteration 16Q: 3 clusters Score -1274923 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -1274971.500000 Penalty: 2810.766602
	Iteration 17Q: 3 clusters Score -1274972 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1274996.250000 Penalty: 2810.766602
	Iteration 18Q: 3 clusters Score -1274996 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -1275022.750000 Penalty: 2810.766602
	Iteration 19Q: 3 clusters Score -1275023 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -1275032.250000 Penalty: 2810.766602
	Iteration 20F: 3 clusters Score -1275032 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -1275045.125000 Penalty: 2810.766602
	Iteration 21Q: 3 clusters Score -1275045 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -1275061.500000 Penalty: 2810.766602
	Iteration 22Q: 3 clusters Score -1275062 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -1275070.375000 Penalty: 2810.766602
	Iteration 23Q: 3 clusters Score -1275070 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -1275081.500000 Penalty: 2810.766602
	Iteration 24Q: 3 clusters Score -1275082 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -1275091.250000 Penalty: 2810.766602
	Iteration 25Q: 3 clusters Score -1275091 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -1275102.750000 Penalty: 2810.766602
	Iteration 26Q: 3 clusters Score -1275103 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1275110.125000 Penalty: 2810.766602
	Iteration 27Q: 3 clusters Score -1275110 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1275117.125000 Penalty: 2810.766602
	Iteration 28Q: 3 clusters Score -1275117 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -1275119.375000 Penalty: 2810.766602
	Iteration 29Q: 3 clusters Score -1275119 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -1275121.375000 Penalty: 2810.766602
	Iteration 30Q: 3 clusters Score -1275121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -1275125.250000 Penalty: 2810.766602
	Iteration 31Q: 3 clusters Score -1275125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -1275132.500000 Penalty: 2810.766602
	Iteration 32Q: 3 clusters Score -1275132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -1275130.000000 Penalty: 2810.766602
	Iteration 33Q: 3 clusters Score -1275130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1275131.250000 Penalty: 2810.766602
	Iteration 34Q: 3 clusters Score -1275131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -1275134.125000 Penalty: 2810.766602
	Iteration 35Q: 3 clusters Score -1275134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1275133.000000 Penalty: 2810.766602
	Iteration 36Q: 3 clusters Score -1275133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1275136.375000 Penalty: 2810.766602
	Iteration 37Q: 3 clusters Score -1275136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1275137.375000 Penalty: 2810.766602
	Iteration 38Q: 3 clusters Score -1275137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1275136.500000 Penalty: 2810.766602
	Iteration 39Q: 3 clusters Score -1275136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -1275140.000000 Penalty: 2810.766602
	Iteration 40F: 3 clusters Score -1275140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -1275139.250000 Penalty: 2810.766602
	Iteration 41Q: 3 clusters Score -1275139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -1275138.875000 Penalty: 2810.766602
	Iteration 42Q: 3 clusters Score -1275139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -1275139.875000 Penalty: 2810.766602
	Iteration 43Q: 3 clusters Score -1275140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -1275142.000000 Penalty: 2810.766602
	Iteration 44Q: 3 clusters Score -1275142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -1275142.000000 Penalty: 2810.766602
	Iteration 45F: 3 clusters Score -1275142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Entering Unmasked Estep 
Score: -942394.937500 Penalty: 1356.465210
	Iteration 0F: 2 clusters Score -942394.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -936182.375000 Penalty: 2712.930420
	Iteration 0F: 3 clusters Score -936182.4 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -938268.875000 Penalty: 2712.930420
	Iteration 1F: 3 clusters Score -938268.9 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -938551.250000 Penalty: 2712.930420
	Iteration 2F: 3 clusters Score -938551.2 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -938777.687500 Penalty: 2712.930420
	Iteration 3F: 3 clusters Score -938777.7 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -938978.625000 Penalty: 2712.930420
	Iteration 4Q: 3 clusters Score -938978.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -939140.875000 Penalty: 2712.930420
	Iteration 5Q: 3 clusters Score -939140.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -939299.187500 Penalty: 2712.930420
	Iteration 6Q: 3 clusters Score -939299.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -939468.187500 Penalty: 2712.930420
	Iteration 7Q: 3 clusters Score -939468.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -939629.375000 Penalty: 2712.930420
	Iteration 8Q: 3 clusters Score -939629.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -939816.062500 Penalty: 2712.930420
	Iteration 9Q: 3 clusters Score -939816.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -940007.375000 Penalty: 2712.930420
	Iteration 10Q: 3 clusters Score -940007.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -940233.562500 Penalty: 2712.930420
	Iteration 11Q: 3 clusters Score -940233.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -940490.687500 Penalty: 2712.930420
	Iteration 12Q: 3 clusters Score -940490.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -940708.937500 Penalty: 2712.930420
	Iteration 13Q: 3 clusters Score -940708.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -940933.562500 Penalty: 2712.930420
	Iteration 14Q: 3 clusters Score -940933.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -941119.437500 Penalty: 2712.930420
	Iteration 15Q: 3 clusters Score -941119.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -941267.250000 Penalty: 2712.930420
	Iteration 16Q: 3 clusters Score -941267.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -941375.125000 Penalty: 2712.930420
	Iteration 17Q: 3 clusters Score -941375.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -941437.437500 Penalty: 2712.930420
	Iteration 18Q: 3 clusters Score -941437.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -941471.937500 Penalty: 2712.930420
	Iteration 19Q: 3 clusters Score -941471.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -941498.625000 Penalty: 2712.930420
	Iteration 20F: 3 clusters Score -941498.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -941512.437500 Penalty: 2712.930420
	Iteration 21Q: 3 clusters Score -941512.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -941520.625000 Penalty: 2712.930420
	Iteration 22Q: 3 clusters Score -941520.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -941531.750000 Penalty: 2712.930420
	Iteration 23Q: 3 clusters Score -941531.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -941543.000000 Penalty: 2712.930420
	Iteration 24Q: 3 clusters Score -941543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -941546.250000 Penalty: 2712.930420
	Iteration 25Q: 3 clusters Score -941546.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -941549.562500 Penalty: 2712.930420
	Iteration 26Q: 3 clusters Score -941549.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -941556.312500 Penalty: 2712.930420
	Iteration 27Q: 3 clusters Score -941556.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -941559.562500 Penalty: 2712.930420
	Iteration 28Q: 3 clusters Score -941559.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -941563.187500 Penalty: 2712.930420
	Iteration 29Q: 3 clusters Score -941563.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -941563.437500 Penalty: 2712.930420
	Iteration 30Q: 3 clusters Score -941563.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -941563.437500 Penalty: 2712.930420
	Iteration 31F: 3 clusters Score -941563.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Entering Unmasked Estep 
Score: -298984.125000 Penalty: 1185.066406
	Iteration 0F: 2 clusters Score -298984.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -296590.718750 Penalty: 2370.132812
	Iteration 0F: 3 clusters Score -296590.7 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -297132.843750 Penalty: 2370.132812
	Iteration 1F: 3 clusters Score -297132.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -297278.718750 Penalty: 2370.132812
	Iteration 2F: 3 clusters Score -297278.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -297362.000000 Penalty: 2370.132812
	Iteration 3Q: 3 clusters Score -297362 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -297426.343750 Penalty: 2370.132812
	Iteration 4Q: 3 clusters Score -297426.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -297459.125000 Penalty: 2370.132812
	Iteration 5Q: 3 clusters Score -297459.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -297484.562500 Penalty: 2370.132812
	Iteration 6Q: 3 clusters Score -297484.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -297499.125000 Penalty: 2370.132812
	Iteration 7Q: 3 clusters Score -297499.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -297512.281250 Penalty: 2370.132812
	Iteration 8Q: 3 clusters Score -297512.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -297520.562500 Penalty: 2370.132812
	Iteration 9Q: 3 clusters Score -297520.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -297525.750000 Penalty: 2370.132812
	Iteration 10Q: 3 clusters Score -297525.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -297530.312500 Penalty: 2370.132812
	Iteration 11Q: 3 clusters Score -297530.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -297536.843750 Penalty: 2370.132812
	Iteration 12Q: 3 clusters Score -297536.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -297540.156250 Penalty: 2370.132812
	Iteration 13Q: 3 clusters Score -297540.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -297543.718750 Penalty: 2370.132812
	Iteration 14Q: 3 clusters Score -297543.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -297547.187500 Penalty: 2370.132812
	Iteration 15Q: 3 clusters Score -297547.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -297547.562500 Penalty: 2370.132812
	Iteration 16Q: 3 clusters Score -297547.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -297549.093750 Penalty: 2370.132812
	Iteration 17Q: 3 clusters Score -297549.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -297551.343750 Penalty: 2370.132812
	Iteration 18Q: 3 clusters Score -297551.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -297552.156250 Penalty: 2370.132812
	Iteration 19Q: 3 clusters Score -297552.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -297553.218750 Penalty: 2370.132812
	Iteration 20F: 3 clusters Score -297553.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -297554.031250 Penalty: 2370.132812
	Iteration 21Q: 3 clusters Score -297554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -297555.000000 Penalty: 2370.132812
	Iteration 22Q: 3 clusters Score -297555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -297555.406250 Penalty: 2370.132812
	Iteration 23Q: 3 clusters Score -297555.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -297557.906250 Penalty: 2370.132812
	Iteration 24Q: 3 clusters Score -297557.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -297562.687500 Penalty: 2370.132812
	Iteration 25Q: 3 clusters Score -297562.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -297565.187500 Penalty: 2370.132812
	Iteration 26Q: 3 clusters Score -297565.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -297567.125000 Penalty: 2370.132812
	Iteration 27Q: 3 clusters Score -297567.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -297570.875000 Penalty: 2370.132812
	Iteration 28Q: 3 clusters Score -297570.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -297576.343750 Penalty: 2370.132812
	Iteration 29Q: 3 clusters Score -297576.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -297580.375000 Penalty: 2370.132812
	Iteration 30Q: 3 clusters Score -297580.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -297585.125000 Penalty: 2370.132812
	Iteration 31Q: 3 clusters Score -297585.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -297591.468750 Penalty: 2370.132812
	Iteration 32Q: 3 clusters Score -297591.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -297596.562500 Penalty: 2370.132812
	Iteration 33Q: 3 clusters Score -297596.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -297604.875000 Penalty: 2370.132812
	Iteration 34Q: 3 clusters Score -297604.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -297611.156250 Penalty: 2370.132812
	Iteration 35Q: 3 clusters Score -297611.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -297616.750000 Penalty: 2370.132812
	Iteration 36Q: 3 clusters Score -297616.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -297623.468750 Penalty: 2370.132812
	Iteration 37Q: 3 clusters Score -297623.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -297630.343750 Penalty: 2370.132812
	Iteration 38Q: 3 clusters Score -297630.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -297636.093750 Penalty: 2370.132812
	Iteration 39Q: 3 clusters Score -297636.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -297640.906250 Penalty: 2370.132812
	Iteration 40F: 3 clusters Score -297640.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -297643.625000 Penalty: 2370.132812
	Iteration 41Q: 3 clusters Score -297643.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -297643.968750 Penalty: 2370.132812
	Iteration 42Q: 3 clusters Score -297644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -297644.843750 Penalty: 2370.132812
	Iteration 43Q: 3 clusters Score -297644.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -297647.093750 Penalty: 2370.132812
	Iteration 44Q: 3 clusters Score -297647.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -297647.781250 Penalty: 2370.132812
	Iteration 45Q: 3 clusters Score -297647.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -297650.625000 Penalty: 2370.132812
	Iteration 46Q: 3 clusters Score -297650.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -297651.812500 Penalty: 2370.132812
	Iteration 47Q: 3 clusters Score -297651.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -297653.781250 Penalty: 2370.132812
	Iteration 48Q: 3 clusters Score -297653.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -297656.125000 Penalty: 2370.132812
	Iteration 49Q: 3 clusters Score -297656.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -297658.906250 Penalty: 2370.132812
	Iteration 50Q: 3 clusters Score -297658.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -297661.812500 Penalty: 2370.132812
	Iteration 51Q: 3 clusters Score -297661.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -297667.031250 Penalty: 2370.132812
	Iteration 52Q: 3 clusters Score -297667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -297669.000000 Penalty: 2370.132812
	Iteration 53Q: 3 clusters Score -297669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -297671.593750 Penalty: 2370.132812
	Iteration 54Q: 3 clusters Score -297671.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -297673.062500 Penalty: 2370.132812
	Iteration 55Q: 3 clusters Score -297673.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -297675.937500 Penalty: 2370.132812
	Iteration 56Q: 3 clusters Score -297675.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -297678.156250 Penalty: 2370.132812
	Iteration 57Q: 3 clusters Score -297678.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -297680.875000 Penalty: 2370.132812
	Iteration 58Q: 3 clusters Score -297680.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -297682.937500 Penalty: 2370.132812
	Iteration 59Q: 3 clusters Score -297682.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -297683.593750 Penalty: 2370.132812
	Iteration 60F: 3 clusters Score -297683.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (33268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33268 members 
Entering Unmasked Estep 
Score: -3429151.250000 Penalty: 1549.357910
	Iteration 0F: 2 clusters Score -3429151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -3407431.750000 Penalty: 3098.715820
	Iteration 0F: 3 clusters Score -3407432 nChanged 15196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -3416957.000000 Penalty: 3098.715820
	Iteration 1F: 3 clusters Score -3416957 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -3419458.000000 Penalty: 3098.715820
	Iteration 2F: 3 clusters Score -3419458 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -3423343.750000 Penalty: 3098.715820
	Iteration 3F: 3 clusters Score -3423344 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -3427870.250000 Penalty: 3098.715820
	Iteration 4F: 3 clusters Score -3427870 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -3432362.000000 Penalty: 3098.715820
	Iteration 5F: 3 clusters Score -3432362 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 22174 members 
Entering Unmasked Estep 
Score: -3436573.750000 Penalty: 3098.715820
	Iteration 6F: 3 clusters Score -3436574 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -3439940.750000 Penalty: 3098.715820
	Iteration 7F: 3 clusters Score -3439941 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -3441181.000000 Penalty: 3098.715820
	Iteration 8Q: 3 clusters Score -3441181 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 22488 members 
Entering Unmasked Estep 
Score: -3441568.000000 Penalty: 3098.715820
	Iteration 9Q: 3 clusters Score -3441568 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 22563 members 
Entering Unmasked Estep 
Score: -3441689.750000 Penalty: 3098.715820
	Iteration 10Q: 3 clusters Score -3441690 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
Score: -3441726.000000 Penalty: 3098.715820
	Iteration 11Q: 3 clusters Score -3441726 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -3441744.500000 Penalty: 3098.715820
	Iteration 12Q: 3 clusters Score -3441744 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -3441740.000000 Penalty: 3098.715820
	Iteration 13Q: 3 clusters Score -3441740 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -3441744.750000 Penalty: 3098.715820
	Iteration 14Q: 3 clusters Score -3441745 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 22772 members 
Entering Unmasked Estep 
Score: -3441743.250000 Penalty: 3098.715820
	Iteration 15Q: 3 clusters Score -3441743 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -3441752.250000 Penalty: 3098.715820
	Iteration 16Q: 3 clusters Score -3441752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -3441746.750000 Penalty: 3098.715820
	Iteration 17Q: 3 clusters Score -3441747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -3441748.250000 Penalty: 3098.715820
	Iteration 18Q: 3 clusters Score -3441748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -3441749.500000 Penalty: 3098.715820
	Iteration 19Q: 3 clusters Score -3441750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -3441749.750000 Penalty: 3098.715820
	Iteration 20F: 3 clusters Score -3441750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -3441746.750000 Penalty: 3098.715820
	Iteration 21Q: 3 clusters Score -3441747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -3441747.000000 Penalty: 3098.715820
	Iteration 22Q: 3 clusters Score -3441747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -3441747.750000 Penalty: 3098.715820
	Iteration 23Q: 3 clusters Score -3441748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -3441749.500000 Penalty: 3098.715820
	Iteration 24Q: 3 clusters Score -3441750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -3441746.500000 Penalty: 3098.715820
	Iteration 25Q: 3 clusters Score -3441746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -3441747.500000 Penalty: 3098.715820
	Iteration 26Q: 3 clusters Score -3441748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 22830 members 
Entering Unmasked Estep 
Score: -3441749.500000 Penalty: 3098.715820
	Iteration 27Q: 3 clusters Score -3441750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -3441746.250000 Penalty: 3098.715820
	Iteration 28Q: 3 clusters Score -3441746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -3441746.250000 Penalty: 3098.715820
	Iteration 29F: 3 clusters Score -3441746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 47587 members 
Mstep: Class 2 contains 9583 members 
Mstep: Class 3 contains 4750 members 
Mstep: Class 4 contains 10091 members 
Mstep: Class 5 contains 6251 members 
Mstep: Class 6 contains 21798 members 
Mstep: Class 7 contains 12642 members 
Mstep: Class 8 contains 9100 members 
Mstep: Class 9 contains 2876 members 
Mstep: Class 10 contains 10437 members 
Mstep: Class 11 contains 16336 members 
Mstep: Class 12 contains 9802 members 
Mstep: Class 13 contains 46657 members 
Mstep: Class 14 contains 56181 members 
Mstep: Class 15 contains 4295 members 
Mstep: Class 16 contains 5642 members 
Mstep: Class 17 contains 64055 members 
Mstep: Class 18 contains 2515 members 
Mstep: Class 19 contains 72397 members 
Mstep: Class 20 contains 131281 members 
Mstep: Class 21 contains 15129 members 
Mstep: Class 22 contains 4224 members 
Mstep: Class 23 contains 6317 members 
Mstep: Class 24 contains 17733 members 
Mstep: Class 25 contains 7326 members 
Mstep: Class 26 contains 17690 members 
Mstep: Class 27 contains 14931 members 
Mstep: Class 28 contains 13308 members 
Mstep: Class 29 contains 30193 members 
Mstep: Class 30 contains 8493 members 
Mstep: Class 31 contains 6413 members 
Mstep: Class 32 contains 11456 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 9701 members 
Mstep: Class 35 contains 13355 members 
Mstep: Class 36 contains 17702 members 
Mstep: Class 37 contains 37348 members 
Mstep: Class 38 contains 5063 members 
Mstep: Class 39 contains 2738 members 
Mstep: Class 40 contains 89797 members 
Mstep: Class 41 contains 22831 members 
Entering Unmasked Estep 
Score: -88023744.000000 Penalty: 83641.593750
Splitting cluster 10 changes total score from -88011664.000000 to -88023744.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 11 (16336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Entering Unmasked Estep 
Score: -1712642.250000 Penalty: 1443.527588
	Iteration 0F: 2 clusters Score -1712642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1701930.750000 Penalty: 2887.055176
	Iteration 0F: 3 clusters Score -1701931 nChanged 7044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1705717.750000 Penalty: 2887.055176
	Iteration 1F: 3 clusters Score -1705718 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1706039.375000 Penalty: 2887.055176
	Iteration 2F: 3 clusters Score -1706039 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1706289.000000 Penalty: 2887.055176
	Iteration 3Q: 3 clusters Score -1706289 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1706502.250000 Penalty: 2887.055176
	Iteration 4Q: 3 clusters Score -1706502 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1706714.750000 Penalty: 2887.055176
	Iteration 5Q: 3 clusters Score -1706715 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1706948.250000 Penalty: 2887.055176
	Iteration 6Q: 3 clusters Score -1706948 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1707189.125000 Penalty: 2887.055176
	Iteration 7Q: 3 clusters Score -1707189 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1707521.000000 Penalty: 2887.055176
	Iteration 8Q: 3 clusters Score -1707521 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -1707962.000000 Penalty: 2887.055176
	Iteration 9Q: 3 clusters Score -1707962 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -1708535.000000 Penalty: 2887.055176
	Iteration 10F: 3 clusters Score -1708535 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -1709173.000000 Penalty: 2887.055176
	Iteration 11F: 3 clusters Score -1709173 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -1709759.250000 Penalty: 2887.055176
	Iteration 12Q: 3 clusters Score -1709759 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -1710247.375000 Penalty: 2887.055176
	Iteration 13Q: 3 clusters Score -1710247 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -1710588.625000 Penalty: 2887.055176
	Iteration 14Q: 3 clusters Score -1710589 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -1710828.250000 Penalty: 2887.055176
	Iteration 15Q: 3 clusters Score -1710828 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -1711002.625000 Penalty: 2887.055176
	Iteration 16Q: 3 clusters Score -1711003 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -1711127.375000 Penalty: 2887.055176
	Iteration 17Q: 3 clusters Score -1711127 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -1711220.500000 Penalty: 2887.055176
	Iteration 18Q: 3 clusters Score -1711220 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -1711280.125000 Penalty: 2887.055176
	Iteration 19Q: 3 clusters Score -1711280 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -1711318.625000 Penalty: 2887.055176
	Iteration 20F: 3 clusters Score -1711319 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -1711338.500000 Penalty: 2887.055176
	Iteration 21Q: 3 clusters Score -1711338 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -1711356.000000 Penalty: 2887.055176
	Iteration 22Q: 3 clusters Score -1711356 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -1711378.250000 Penalty: 2887.055176
	Iteration 23Q: 3 clusters Score -1711378 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -1711399.875000 Penalty: 2887.055176
	Iteration 24Q: 3 clusters Score -1711400 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -1711411.250000 Penalty: 2887.055176
	Iteration 25Q: 3 clusters Score -1711411 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -1711425.375000 Penalty: 2887.055176
	Iteration 26Q: 3 clusters Score -1711425 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -1711443.000000 Penalty: 2887.055176
	Iteration 27Q: 3 clusters Score -1711443 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -1711467.625000 Penalty: 2887.055176
	Iteration 28Q: 3 clusters Score -1711468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -1711477.875000 Penalty: 2887.055176
	Iteration 29Q: 3 clusters Score -1711478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -1711491.750000 Penalty: 2887.055176
	Iteration 30Q: 3 clusters Score -1711492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -1711494.375000 Penalty: 2887.055176
	Iteration 31Q: 3 clusters Score -1711494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -1711497.250000 Penalty: 2887.055176
	Iteration 32Q: 3 clusters Score -1711497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -1711497.125000 Penalty: 2887.055176
	Iteration 33Q: 3 clusters Score -1711497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -1711499.875000 Penalty: 2887.055176
	Iteration 34Q: 3 clusters Score -1711500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -1711501.500000 Penalty: 2887.055176
	Iteration 35Q: 3 clusters Score -1711502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -1711501.500000 Penalty: 2887.055176
	Iteration 36F: 3 clusters Score -1711502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Entering Unmasked Estep 
Score: -917280.625000 Penalty: 1367.522949
	Iteration 0F: 2 clusters Score -917280.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -910656.187500 Penalty: 2735.045898
	Iteration 0F: 3 clusters Score -910656.2 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -912927.312500 Penalty: 2735.045898
	Iteration 1F: 3 clusters Score -912927.3 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -913313.312500 Penalty: 2735.045898
	Iteration 2F: 3 clusters Score -913313.3 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -913617.250000 Penalty: 2735.045898
	Iteration 3F: 3 clusters Score -913617.2 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -913910.312500 Penalty: 2735.045898
	Iteration 4F: 3 clusters Score -913910.3 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -914237.375000 Penalty: 2735.045898
	Iteration 5Q: 3 clusters Score -914237.4 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -914571.812500 Penalty: 2735.045898
	Iteration 6Q: 3 clusters Score -914571.8 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -914903.562500 Penalty: 2735.045898
	Iteration 7Q: 3 clusters Score -914903.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -915210.250000 Penalty: 2735.045898
	Iteration 8Q: 3 clusters Score -915210.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -915496.625000 Penalty: 2735.045898
	Iteration 9Q: 3 clusters Score -915496.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -915680.687500 Penalty: 2735.045898
	Iteration 10Q: 3 clusters Score -915680.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -915809.187500 Penalty: 2735.045898
	Iteration 11Q: 3 clusters Score -915809.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -915923.812500 Penalty: 2735.045898
	Iteration 12Q: 3 clusters Score -915923.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -916015.875000 Penalty: 2735.045898
	Iteration 13Q: 3 clusters Score -916015.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -916115.125000 Penalty: 2735.045898
	Iteration 14Q: 3 clusters Score -916115.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -916192.250000 Penalty: 2735.045898
	Iteration 15Q: 3 clusters Score -916192.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -916259.812500 Penalty: 2735.045898
	Iteration 16Q: 3 clusters Score -916259.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -916332.000000 Penalty: 2735.045898
	Iteration 17Q: 3 clusters Score -916332 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -916407.437500 Penalty: 2735.045898
	Iteration 18Q: 3 clusters Score -916407.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -916493.187500 Penalty: 2735.045898
	Iteration 19Q: 3 clusters Score -916493.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -916580.125000 Penalty: 2735.045898
	Iteration 20F: 3 clusters Score -916580.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -916661.312500 Penalty: 2735.045898
	Iteration 21Q: 3 clusters Score -916661.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -916739.250000 Penalty: 2735.045898
	Iteration 22Q: 3 clusters Score -916739.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -916811.187500 Penalty: 2735.045898
	Iteration 23Q: 3 clusters Score -916811.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -916888.937500 Penalty: 2735.045898
	Iteration 24Q: 3 clusters Score -916888.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -916970.437500 Penalty: 2735.045898
	Iteration 25Q: 3 clusters Score -916970.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -917062.875000 Penalty: 2735.045898
	Iteration 26Q: 3 clusters Score -917062.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -917145.500000 Penalty: 2735.045898
	Iteration 27Q: 3 clusters Score -917145.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -917235.375000 Penalty: 2735.045898
	Iteration 28Q: 3 clusters Score -917235.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -917314.750000 Penalty: 2735.045898
	Iteration 29Q: 3 clusters Score -917314.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -917366.750000 Penalty: 2735.045898
	Iteration 30Q: 3 clusters Score -917366.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -917410.437500 Penalty: 2735.045898
	Iteration 31Q: 3 clusters Score -917410.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -917435.562500 Penalty: 2735.045898
	Iteration 32Q: 3 clusters Score -917435.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -917452.937500 Penalty: 2735.045898
	Iteration 33Q: 3 clusters Score -917452.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -917459.812500 Penalty: 2735.045898
	Iteration 34Q: 3 clusters Score -917459.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -917469.062500 Penalty: 2735.045898
	Iteration 35Q: 3 clusters Score -917469.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -917476.562500 Penalty: 2735.045898
	Iteration 36Q: 3 clusters Score -917476.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -917479.312500 Penalty: 2735.045898
	Iteration 37Q: 3 clusters Score -917479.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -917480.750000 Penalty: 2735.045898
	Iteration 38Q: 3 clusters Score -917480.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -917480.937500 Penalty: 2735.045898
	Iteration 39Q: 3 clusters Score -917480.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -917484.312500 Penalty: 2735.045898
	Iteration 40F: 3 clusters Score -917484.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -917486.750000 Penalty: 2735.045898
	Iteration 41Q: 3 clusters Score -917486.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -917485.937500 Penalty: 2735.045898
	Iteration 42Q: 3 clusters Score -917485.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -917487.375000 Penalty: 2735.045898
	Iteration 43Q: 3 clusters Score -917487.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -917487.375000 Penalty: 2735.045898
	Iteration 44F: 3 clusters Score -917487.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 47587 members 
Mstep: Class 2 contains 9583 members 
Mstep: Class 3 contains 4750 members 
Mstep: Class 4 contains 10091 members 
Mstep: Class 5 contains 6251 members 
Mstep: Class 6 contains 21798 members 
Mstep: Class 7 contains 12642 members 
Mstep: Class 8 contains 9100 members 
Mstep: Class 9 contains 2876 members 
Mstep: Class 10 contains 10437 members 
Mstep: Class 11 contains 16336 members 
Mstep: Class 12 contains 7375 members 
Mstep: Class 13 contains 46657 members 
Mstep: Class 14 contains 56181 members 
Mstep: Class 15 contains 4295 members 
Mstep: Class 16 contains 5642 members 
Mstep: Class 17 contains 64055 members 
Mstep: Class 18 contains 2515 members 
Mstep: Class 19 contains 72397 members 
Mstep: Class 20 contains 131281 members 
Mstep: Class 21 contains 15129 members 
Mstep: Class 22 contains 4224 members 
Mstep: Class 23 contains 6317 members 
Mstep: Class 24 contains 17733 members 
Mstep: Class 25 contains 7326 members 
Mstep: Class 26 contains 17690 members 
Mstep: Class 27 contains 14931 members 
Mstep: Class 28 contains 13308 members 
Mstep: Class 29 contains 30193 members 
Mstep: Class 30 contains 8493 members 
Mstep: Class 31 contains 6413 members 
Mstep: Class 32 contains 11456 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 9701 members 
Mstep: Class 35 contains 13355 members 
Mstep: Class 36 contains 17702 members 
Mstep: Class 37 contains 37348 members 
Mstep: Class 38 contains 5063 members 
Mstep: Class 39 contains 2738 members 
Mstep: Class 40 contains 89797 members 
Mstep: Class 41 contains 22831 members 
Mstep: Class 42 contains 2427 members 
Entering Unmasked Estep 
Score: -88023176.000000 Penalty: 85681.632812
Splitting cluster 12 changes total score from -88011664.000000 to -88023176.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 13 (46657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46657 members 
Entering Unmasked Estep 
Score: -4459657.000000 Penalty: 1599.686035
	Iteration 0F: 2 clusters Score -4459657 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -4429304.500000 Penalty: 3199.372070
	Iteration 0F: 3 clusters Score -4429304 nChanged 21517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 24116 members 
Entering Unmasked Estep 
Score: -4441204.000000 Penalty: 3199.372070
	Iteration 1F: 3 clusters Score -4441204 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 24669 members 
Entering Unmasked Estep 
Score: -4441876.500000 Penalty: 3199.372070
	Iteration 2Q: 3 clusters Score -4441876 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 25378 members 
Entering Unmasked Estep 
Score: -4442511.000000 Penalty: 3199.372070
	Iteration 3Q: 3 clusters Score -4442511 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 26383 members 
Entering Unmasked Estep 
Score: -4443277.000000 Penalty: 3199.372070
	Iteration 4Q: 3 clusters Score -4443277 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 27751 members 
Entering Unmasked Estep 
Score: -4444181.000000 Penalty: 3199.372070
	Iteration 5Q: 3 clusters Score -4444181 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 29567 members 
Entering Unmasked Estep 
Score: -4445437.500000 Penalty: 3199.372070
	Iteration 6F: 3 clusters Score -4445438 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 31864 members 
Entering Unmasked Estep 
Score: -4447255.500000 Penalty: 3199.372070
	Iteration 7F: 3 clusters Score -4447256 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 34476 members 
Entering Unmasked Estep 
Score: -4449518.000000 Penalty: 3199.372070
	Iteration 8F: 3 clusters Score -4449518 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 37033 members 
Entering Unmasked Estep 
Score: -4451808.500000 Penalty: 3199.372070
	Iteration 9F: 3 clusters Score -4451808 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 39233 members 
Entering Unmasked Estep 
Score: -4453835.500000 Penalty: 3199.372070
	Iteration 10F: 3 clusters Score -4453836 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 40934 members 
Entering Unmasked Estep 
Score: -4455508.500000 Penalty: 3199.372070
	Iteration 11Q: 3 clusters Score -4455508 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 42069 members 
Entering Unmasked Estep 
Score: -4456514.500000 Penalty: 3199.372070
	Iteration 12Q: 3 clusters Score -4456514 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 42855 members 
Entering Unmasked Estep 
Score: -4457155.000000 Penalty: 3199.372070
	Iteration 13Q: 3 clusters Score -4457155 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 43426 members 
Entering Unmasked Estep 
Score: -4457571.000000 Penalty: 3199.372070
	Iteration 14Q: 3 clusters Score -4457571 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 43831 members 
Entering Unmasked Estep 
Score: -4457832.500000 Penalty: 3199.372070
	Iteration 15Q: 3 clusters Score -4457832 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 44141 members 
Entering Unmasked Estep 
Score: -4458016.000000 Penalty: 3199.372070
	Iteration 16Q: 3 clusters Score -4458016 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 44371 members 
Entering Unmasked Estep 
Score: -4458157.000000 Penalty: 3199.372070
	Iteration 17Q: 3 clusters Score -4458157 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 44557 members 
Entering Unmasked Estep 
Score: -4458267.000000 Penalty: 3199.372070
	Iteration 18Q: 3 clusters Score -4458267 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 44725 members 
Entering Unmasked Estep 
Score: -4458349.500000 Penalty: 3199.372070
	Iteration 19Q: 3 clusters Score -4458350 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 44842 members 
Entering Unmasked Estep 
Score: -4458410.500000 Penalty: 3199.372070
	Iteration 20F: 3 clusters Score -4458410 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 44931 members 
Entering Unmasked Estep 
Score: -4458472.500000 Penalty: 3199.372070
	Iteration 21Q: 3 clusters Score -4458472 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 45007 members 
Entering Unmasked Estep 
Score: -4458494.000000 Penalty: 3199.372070
	Iteration 22Q: 3 clusters Score -4458494 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 45078 members 
Entering Unmasked Estep 
Score: -4458535.500000 Penalty: 3199.372070
	Iteration 23Q: 3 clusters Score -4458536 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 45136 members 
Entering Unmasked Estep 
Score: -4458563.000000 Penalty: 3199.372070
	Iteration 24Q: 3 clusters Score -4458563 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 45190 members 
Entering Unmasked Estep 
Score: -4458589.500000 Penalty: 3199.372070
	Iteration 25Q: 3 clusters Score -4458590 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 45229 members 
Entering Unmasked Estep 
Score: -4458611.000000 Penalty: 3199.372070
	Iteration 26Q: 3 clusters Score -4458611 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 45269 members 
Entering Unmasked Estep 
Score: -4458629.500000 Penalty: 3199.372070
	Iteration 27Q: 3 clusters Score -4458630 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 45307 members 
Entering Unmasked Estep 
Score: -4458657.000000 Penalty: 3199.372070
	Iteration 28Q: 3 clusters Score -4458657 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 45331 members 
Entering Unmasked Estep 
Score: -4458662.000000 Penalty: 3199.372070
	Iteration 29Q: 3 clusters Score -4458662 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 45359 members 
Entering Unmasked Estep 
Score: -4458686.000000 Penalty: 3199.372070
	Iteration 30Q: 3 clusters Score -4458686 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 45397 members 
Entering Unmasked Estep 
Score: -4458697.500000 Penalty: 3199.372070
	Iteration 31Q: 3 clusters Score -4458698 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 45422 members 
Entering Unmasked Estep 
Score: -4458717.000000 Penalty: 3199.372070
	Iteration 32Q: 3 clusters Score -4458717 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 45438 members 
Entering Unmasked Estep 
Score: -4458721.500000 Penalty: 3199.372070
	Iteration 33Q: 3 clusters Score -4458722 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 45461 members 
Entering Unmasked Estep 
Score: -4458738.000000 Penalty: 3199.372070
	Iteration 34Q: 3 clusters Score -4458738 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 45497 members 
Entering Unmasked Estep 
Score: -4458767.500000 Penalty: 3199.372070
	Iteration 35Q: 3 clusters Score -4458768 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 45534 members 
Entering Unmasked Estep 
Score: -4458778.500000 Penalty: 3199.372070
	Iteration 36Q: 3 clusters Score -4458778 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 45557 members 
Entering Unmasked Estep 
Score: -4458793.000000 Penalty: 3199.372070
	Iteration 37Q: 3 clusters Score -4458793 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 45573 members 
Entering Unmasked Estep 
Score: -4458817.000000 Penalty: 3199.372070
	Iteration 38Q: 3 clusters Score -4458817 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 45595 members 
Entering Unmasked Estep 
Score: -4458841.000000 Penalty: 3199.372070
	Iteration 39Q: 3 clusters Score -4458841 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 45610 members 
Entering Unmasked Estep 
Score: -4458849.000000 Penalty: 3199.372070
	Iteration 40F: 3 clusters Score -4458849 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 45624 members 
Entering Unmasked Estep 
Score: -4458851.000000 Penalty: 3199.372070
	Iteration 41Q: 3 clusters Score -4458851 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 45640 members 
Entering Unmasked Estep 
Score: -4458862.000000 Penalty: 3199.372070
	Iteration 42Q: 3 clusters Score -4458862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 45646 members 
Entering Unmasked Estep 
Score: -4458858.500000 Penalty: 3199.372070
	Iteration 43Q: 3 clusters Score -4458858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 45655 members 
Entering Unmasked Estep 
Score: -4458864.500000 Penalty: 3199.372070
	Iteration 44Q: 3 clusters Score -4458864 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 45666 members 
Entering Unmasked Estep 
Score: -4458872.500000 Penalty: 3199.372070
	Iteration 45Q: 3 clusters Score -4458872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 45675 members 
Entering Unmasked Estep 
Score: -4458881.000000 Penalty: 3199.372070
	Iteration 46Q: 3 clusters Score -4458881 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 45690 members 
Entering Unmasked Estep 
Score: -4458882.500000 Penalty: 3199.372070
	Iteration 47Q: 3 clusters Score -4458882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 45699 members 
Entering Unmasked Estep 
Score: -4458884.500000 Penalty: 3199.372070
	Iteration 48Q: 3 clusters Score -4458884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 45703 members 
Entering Unmasked Estep 
Score: -4458888.500000 Penalty: 3199.372070
	Iteration 49Q: 3 clusters Score -4458888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 45703 members 
Entering Unmasked Estep 
Score: -4458889.500000 Penalty: 3199.372070
	Iteration 50Q: 3 clusters Score -4458890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 45703 members 
Entering Unmasked Estep 
Score: -4458885.000000 Penalty: 3199.372070
	Iteration 51Q: 3 clusters Score -4458885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 45703 members 
Entering Unmasked Estep 
Score: -4458885.000000 Penalty: 3199.372070
	Iteration 52F: 3 clusters Score -4458885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (56181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56181 members 
Entering Unmasked Estep 
Score: -5794519.500000 Penalty: 1627.326538
	Iteration 0F: 2 clusters Score -5794520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 28053 members 
Entering Unmasked Estep 
Score: -5757907.500000 Penalty: 3254.653076
	Iteration 0F: 3 clusters Score -5757908 nChanged 26013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28355 members 
Mstep: Class 2 contains 27826 members 
Entering Unmasked Estep 
Score: -5772471.500000 Penalty: 3254.653076
	Iteration 1F: 3 clusters Score -5772472 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28427 members 
Mstep: Class 2 contains 27754 members 
Entering Unmasked Estep 
Score: -5773312.000000 Penalty: 3254.653076
	Iteration 2Q: 3 clusters Score -5773312 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28395 members 
Mstep: Class 2 contains 27786 members 
Entering Unmasked Estep 
Score: -5774099.000000 Penalty: 3254.653076
	Iteration 3Q: 3 clusters Score -5774099 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28269 members 
Mstep: Class 2 contains 27912 members 
Entering Unmasked Estep 
Score: -5774937.000000 Penalty: 3254.653076
	Iteration 4Q: 3 clusters Score -5774937 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28063 members 
Mstep: Class 2 contains 28118 members 
Entering Unmasked Estep 
Score: -5775850.000000 Penalty: 3254.653076
	Iteration 5Q: 3 clusters Score -5775850 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27795 members 
Mstep: Class 2 contains 28386 members 
Entering Unmasked Estep 
Score: -5776901.500000 Penalty: 3254.653076
	Iteration 6Q: 3 clusters Score -5776902 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27533 members 
Mstep: Class 2 contains 28648 members 
Entering Unmasked Estep 
Score: -5778105.500000 Penalty: 3254.653076
	Iteration 7Q: 3 clusters Score -5778106 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27328 members 
Mstep: Class 2 contains 28853 members 
Entering Unmasked Estep 
Score: -5779424.000000 Penalty: 3254.653076
	Iteration 8Q: 3 clusters Score -5779424 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 28956 members 
Entering Unmasked Estep 
Score: -5780709.000000 Penalty: 3254.653076
	Iteration 9Q: 3 clusters Score -5780709 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27355 members 
Mstep: Class 2 contains 28826 members 
Entering Unmasked Estep 
Score: -5781980.500000 Penalty: 3254.653076
	Iteration 10Q: 3 clusters Score -5781980 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27680 members 
Mstep: Class 2 contains 28501 members 
Entering Unmasked Estep 
Score: -5783153.000000 Penalty: 3254.653076
	Iteration 11Q: 3 clusters Score -5783153 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28152 members 
Mstep: Class 2 contains 28029 members 
Entering Unmasked Estep 
Score: -5784104.000000 Penalty: 3254.653076
	Iteration 12Q: 3 clusters Score -5784104 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 27341 members 
Entering Unmasked Estep 
Score: -5784923.500000 Penalty: 3254.653076
	Iteration 13Q: 3 clusters Score -5784924 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29609 members 
Mstep: Class 2 contains 26572 members 
Entering Unmasked Estep 
Score: -5785644.500000 Penalty: 3254.653076
	Iteration 14Q: 3 clusters Score -5785644 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30330 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -5786314.500000 Penalty: 3254.653076
	Iteration 15Q: 3 clusters Score -5786314 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30991 members 
Mstep: Class 2 contains 25190 members 
Entering Unmasked Estep 
Score: -5786853.000000 Penalty: 3254.653076
	Iteration 16Q: 3 clusters Score -5786853 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31661 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -5787324.000000 Penalty: 3254.653076
	Iteration 17Q: 3 clusters Score -5787324 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32267 members 
Mstep: Class 2 contains 23914 members 
Entering Unmasked Estep 
Score: -5787672.500000 Penalty: 3254.653076
	Iteration 18Q: 3 clusters Score -5787672 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32883 members 
Mstep: Class 2 contains 23298 members 
Entering Unmasked Estep 
Score: -5787943.500000 Penalty: 3254.653076
	Iteration 19Q: 3 clusters Score -5787944 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33476 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -5788170.500000 Penalty: 3254.653076
	Iteration 20F: 3 clusters Score -5788170 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34106 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -5788407.500000 Penalty: 3254.653076
	Iteration 21Q: 3 clusters Score -5788408 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34778 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -5788677.500000 Penalty: 3254.653076
	Iteration 22Q: 3 clusters Score -5788678 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35461 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -5788870.000000 Penalty: 3254.653076
	Iteration 23Q: 3 clusters Score -5788870 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36203 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -5789134.000000 Penalty: 3254.653076
	Iteration 24Q: 3 clusters Score -5789134 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36970 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -5789446.500000 Penalty: 3254.653076
	Iteration 25Q: 3 clusters Score -5789446 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37728 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -5789727.500000 Penalty: 3254.653076
	Iteration 26Q: 3 clusters Score -5789728 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38501 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -5790039.500000 Penalty: 3254.653076
	Iteration 27Q: 3 clusters Score -5790040 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39305 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -5790334.000000 Penalty: 3254.653076
	Iteration 28Q: 3 clusters Score -5790334 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40139 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -5790673.500000 Penalty: 3254.653076
	Iteration 29Q: 3 clusters Score -5790674 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40974 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -5791025.000000 Penalty: 3254.653076
	Iteration 30Q: 3 clusters Score -5791025 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41809 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -5791422.000000 Penalty: 3254.653076
	Iteration 31Q: 3 clusters Score -5791422 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42671 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -5791805.000000 Penalty: 3254.653076
	Iteration 32Q: 3 clusters Score -5791805 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43474 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -5792178.500000 Penalty: 3254.653076
	Iteration 33Q: 3 clusters Score -5792178 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44219 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -5792513.000000 Penalty: 3254.653076
	Iteration 34Q: 3 clusters Score -5792513 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44881 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -5792725.500000 Penalty: 3254.653076
	Iteration 35Q: 3 clusters Score -5792726 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45491 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -5792925.000000 Penalty: 3254.653076
	Iteration 36Q: 3 clusters Score -5792925 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46061 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -5793131.500000 Penalty: 3254.653076
	Iteration 37Q: 3 clusters Score -5793132 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46532 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -5793258.000000 Penalty: 3254.653076
	Iteration 38Q: 3 clusters Score -5793258 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46970 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -5793395.000000 Penalty: 3254.653076
	Iteration 39Q: 3 clusters Score -5793395 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47366 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -5793483.500000 Penalty: 3254.653076
	Iteration 40F: 3 clusters Score -5793484 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47733 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -5793587.000000 Penalty: 3254.653076
	Iteration 41Q: 3 clusters Score -5793587 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48086 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -5793679.500000 Penalty: 3254.653076
	Iteration 42Q: 3 clusters Score -5793680 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48402 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -5793745.500000 Penalty: 3254.653076
	Iteration 43Q: 3 clusters Score -5793746 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48686 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -5793773.500000 Penalty: 3254.653076
	Iteration 44Q: 3 clusters Score -5793774 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48931 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -5793804.000000 Penalty: 3254.653076
	Iteration 45Q: 3 clusters Score -5793804 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49157 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -5793868.500000 Penalty: 3254.653076
	Iteration 46Q: 3 clusters Score -5793868 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49364 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -5793891.500000 Penalty: 3254.653076
	Iteration 47Q: 3 clusters Score -5793892 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49575 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -5793949.500000 Penalty: 3254.653076
	Iteration 48Q: 3 clusters Score -5793950 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49766 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -5793989.000000 Penalty: 3254.653076
	Iteration 49Q: 3 clusters Score -5793989 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49948 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -5794047.000000 Penalty: 3254.653076
	Iteration 50Q: 3 clusters Score -5794047 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50114 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -5794062.000000 Penalty: 3254.653076
	Iteration 51Q: 3 clusters Score -5794062 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50273 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -5794091.500000 Penalty: 3254.653076
	Iteration 52Q: 3 clusters Score -5794092 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50399 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -5794101.000000 Penalty: 3254.653076
	Iteration 53Q: 3 clusters Score -5794101 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50519 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -5794134.500000 Penalty: 3254.653076
	Iteration 54Q: 3 clusters Score -5794134 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50610 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -5794122.000000 Penalty: 3254.653076
	Iteration 55Q: 3 clusters Score -5794122 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50693 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -5794144.500000 Penalty: 3254.653076
	Iteration 56Q: 3 clusters Score -5794144 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50765 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -5794149.000000 Penalty: 3254.653076
	Iteration 57Q: 3 clusters Score -5794149 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50838 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -5794159.000000 Penalty: 3254.653076
	Iteration 58Q: 3 clusters Score -5794159 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50919 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -5794168.500000 Penalty: 3254.653076
	Iteration 59Q: 3 clusters Score -5794168 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50988 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -5794194.000000 Penalty: 3254.653076
	Iteration 60F: 3 clusters Score -5794194 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51047 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -5794204.000000 Penalty: 3254.653076
	Iteration 61Q: 3 clusters Score -5794204 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51107 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -5794205.500000 Penalty: 3254.653076
	Iteration 62Q: 3 clusters Score -5794206 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51159 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -5794221.000000 Penalty: 3254.653076
	Iteration 63Q: 3 clusters Score -5794221 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51218 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -5794230.500000 Penalty: 3254.653076
	Iteration 64Q: 3 clusters Score -5794230 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51270 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -5794241.500000 Penalty: 3254.653076
	Iteration 65Q: 3 clusters Score -5794242 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51319 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -5794254.000000 Penalty: 3254.653076
	Iteration 66Q: 3 clusters Score -5794254 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51365 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -5794263.500000 Penalty: 3254.653076
	Iteration 67Q: 3 clusters Score -5794264 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51402 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -5794276.000000 Penalty: 3254.653076
	Iteration 68Q: 3 clusters Score -5794276 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51428 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -5794270.000000 Penalty: 3254.653076
	Iteration 69Q: 3 clusters Score -5794270 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51458 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -5794278.500000 Penalty: 3254.653076
	Iteration 70Q: 3 clusters Score -5794278 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51481 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -5794281.000000 Penalty: 3254.653076
	Iteration 71Q: 3 clusters Score -5794281 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51508 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -5794289.500000 Penalty: 3254.653076
	Iteration 72Q: 3 clusters Score -5794290 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51533 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -5794288.000000 Penalty: 3254.653076
	Iteration 73Q: 3 clusters Score -5794288 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51558 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -5794299.500000 Penalty: 3254.653076
	Iteration 74Q: 3 clusters Score -5794300 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51584 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -5794305.000000 Penalty: 3254.653076
	Iteration 75Q: 3 clusters Score -5794305 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51605 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -5794298.000000 Penalty: 3254.653076
	Iteration 76Q: 3 clusters Score -5794298 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51624 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -5794296.000000 Penalty: 3254.653076
	Iteration 77Q: 3 clusters Score -5794296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51639 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -5794298.500000 Penalty: 3254.653076
	Iteration 78Q: 3 clusters Score -5794298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51651 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -5794294.500000 Penalty: 3254.653076
	Iteration 79Q: 3 clusters Score -5794294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51661 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -5794291.500000 Penalty: 3254.653076
	Iteration 80F: 3 clusters Score -5794292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51672 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -5794298.500000 Penalty: 3254.653076
	Iteration 81Q: 3 clusters Score -5794298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51678 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -5794304.000000 Penalty: 3254.653076
	Iteration 82Q: 3 clusters Score -5794304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51687 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -5794308.500000 Penalty: 3254.653076
	Iteration 83Q: 3 clusters Score -5794308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51699 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -5794303.000000 Penalty: 3254.653076
	Iteration 84Q: 3 clusters Score -5794303 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51710 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -5794305.500000 Penalty: 3254.653076
	Iteration 85Q: 3 clusters Score -5794306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51718 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -5794315.500000 Penalty: 3254.653076
	Iteration 86Q: 3 clusters Score -5794316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51727 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -5794319.500000 Penalty: 3254.653076
	Iteration 87Q: 3 clusters Score -5794320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51737 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -5794321.000000 Penalty: 3254.653076
	Iteration 88Q: 3 clusters Score -5794321 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51746 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -5794313.000000 Penalty: 3254.653076
	Iteration 89Q: 3 clusters Score -5794313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51754 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -5794335.000000 Penalty: 3254.653076
	Iteration 90Q: 3 clusters Score -5794335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51757 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -5794332.000000 Penalty: 3254.653076
	Iteration 91Q: 3 clusters Score -5794332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51766 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -5794319.000000 Penalty: 3254.653076
	Iteration 92Q: 3 clusters Score -5794319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51775 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -5794323.500000 Penalty: 3254.653076
	Iteration 93Q: 3 clusters Score -5794324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51785 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -5794333.500000 Penalty: 3254.653076
	Iteration 94Q: 3 clusters Score -5794334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51797 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -5794326.500000 Penalty: 3254.653076
	Iteration 95Q: 3 clusters Score -5794326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51805 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -5794325.000000 Penalty: 3254.653076
	Iteration 96Q: 3 clusters Score -5794325 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51813 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -5794323.000000 Penalty: 3254.653076
	Iteration 97Q: 3 clusters Score -5794323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51822 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -5794320.000000 Penalty: 3254.653076
	Iteration 98Q: 3 clusters Score -5794320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51832 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -5794327.000000 Penalty: 3254.653076
	Iteration 99Q: 3 clusters Score -5794327 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51847 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -5794340.500000 Penalty: 3254.653076
	Iteration 100F: 3 clusters Score -5794340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51857 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -5794337.500000 Penalty: 3254.653076
	Iteration 101Q: 3 clusters Score -5794338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51873 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -5794349.000000 Penalty: 3254.653076
	Iteration 102Q: 3 clusters Score -5794349 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51886 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -5794346.000000 Penalty: 3254.653076
	Iteration 103Q: 3 clusters Score -5794346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51899 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -5794350.000000 Penalty: 3254.653076
	Iteration 104Q: 3 clusters Score -5794350 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51913 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -5794344.000000 Penalty: 3254.653076
	Iteration 105Q: 3 clusters Score -5794344 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51932 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -5794354.000000 Penalty: 3254.653076
	Iteration 106Q: 3 clusters Score -5794354 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51954 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -5794355.000000 Penalty: 3254.653076
	Iteration 107Q: 3 clusters Score -5794355 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51975 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -5794354.500000 Penalty: 3254.653076
	Iteration 108Q: 3 clusters Score -5794354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51987 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -5794348.500000 Penalty: 3254.653076
	Iteration 109Q: 3 clusters Score -5794348 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52002 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -5794358.500000 Penalty: 3254.653076
	Iteration 110Q: 3 clusters Score -5794358 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52019 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -5794357.500000 Penalty: 3254.653076
	Iteration 111Q: 3 clusters Score -5794358 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52033 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -5794363.500000 Penalty: 3254.653076
	Iteration 112Q: 3 clusters Score -5794364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52046 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -5794361.000000 Penalty: 3254.653076
	Iteration 113Q: 3 clusters Score -5794361 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52058 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -5794357.000000 Penalty: 3254.653076
	Iteration 114Q: 3 clusters Score -5794357 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52068 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -5794359.000000 Penalty: 3254.653076
	Iteration 115Q: 3 clusters Score -5794359 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52079 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -5794350.000000 Penalty: 3254.653076
	Iteration 116Q: 3 clusters Score -5794350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52091 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -5794362.500000 Penalty: 3254.653076
	Iteration 117Q: 3 clusters Score -5794362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52099 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -5794358.000000 Penalty: 3254.653076
	Iteration 118Q: 3 clusters Score -5794358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52107 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -5794352.500000 Penalty: 3254.653076
	Iteration 119Q: 3 clusters Score -5794352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52112 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -5794362.000000 Penalty: 3254.653076
	Iteration 120F: 3 clusters Score -5794362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52120 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -5794358.500000 Penalty: 3254.653076
	Iteration 121Q: 3 clusters Score -5794358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52121 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -5794361.500000 Penalty: 3254.653076
	Iteration 122Q: 3 clusters Score -5794362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52124 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -5794366.000000 Penalty: 3254.653076
	Iteration 123Q: 3 clusters Score -5794366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52124 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -5794366.000000 Penalty: 3254.653076
	Iteration 124F: 3 clusters Score -5794366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Entering Unmasked Estep 
Score: -424899.875000 Penalty: 1244.742798
	Iteration 0F: 2 clusters Score -424899.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -421667.375000 Penalty: 2489.485596
	Iteration 0F: 3 clusters Score -421667.4 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -422604.968750 Penalty: 2489.485596
	Iteration 1F: 3 clusters Score -422605 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -422845.625000 Penalty: 2489.485596
	Iteration 2F: 3 clusters Score -422845.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -422986.312500 Penalty: 2489.485596
	Iteration 3F: 3 clusters Score -422986.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -423072.000000 Penalty: 2489.485596
	Iteration 4Q: 3 clusters Score -423072 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -423134.375000 Penalty: 2489.485596
	Iteration 5Q: 3 clusters Score -423134.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -423196.718750 Penalty: 2489.485596
	Iteration 6Q: 3 clusters Score -423196.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -423251.812500 Penalty: 2489.485596
	Iteration 7Q: 3 clusters Score -423251.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -423308.250000 Penalty: 2489.485596
	Iteration 8Q: 3 clusters Score -423308.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -423369.093750 Penalty: 2489.485596
	Iteration 9Q: 3 clusters Score -423369.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -423419.156250 Penalty: 2489.485596
	Iteration 10Q: 3 clusters Score -423419.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -423467.656250 Penalty: 2489.485596
	Iteration 11Q: 3 clusters Score -423467.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -423516.468750 Penalty: 2489.485596
	Iteration 12Q: 3 clusters Score -423516.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -423565.687500 Penalty: 2489.485596
	Iteration 13Q: 3 clusters Score -423565.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -423615.031250 Penalty: 2489.485596
	Iteration 14Q: 3 clusters Score -423615 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -423680.968750 Penalty: 2489.485596
	Iteration 15Q: 3 clusters Score -423681 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -423747.093750 Penalty: 2489.485596
	Iteration 16Q: 3 clusters Score -423747.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -423815.218750 Penalty: 2489.485596
	Iteration 17Q: 3 clusters Score -423815.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -423894.875000 Penalty: 2489.485596
	Iteration 18Q: 3 clusters Score -423894.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -423954.093750 Penalty: 2489.485596
	Iteration 19Q: 3 clusters Score -423954.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -423988.437500 Penalty: 2489.485596
	Iteration 20F: 3 clusters Score -423988.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -424014.468750 Penalty: 2489.485596
	Iteration 21Q: 3 clusters Score -424014.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -424039.937500 Penalty: 2489.485596
	Iteration 22Q: 3 clusters Score -424039.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -424061.343750 Penalty: 2489.485596
	Iteration 23Q: 3 clusters Score -424061.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -424090.000000 Penalty: 2489.485596
	Iteration 24Q: 3 clusters Score -424090 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -424114.187500 Penalty: 2489.485596
	Iteration 25Q: 3 clusters Score -424114.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -424130.687500 Penalty: 2489.485596
	Iteration 26Q: 3 clusters Score -424130.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -424141.250000 Penalty: 2489.485596
	Iteration 27Q: 3 clusters Score -424141.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -424149.406250 Penalty: 2489.485596
	Iteration 28Q: 3 clusters Score -424149.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -424155.000000 Penalty: 2489.485596
	Iteration 29Q: 3 clusters Score -424155 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -424163.125000 Penalty: 2489.485596
	Iteration 30Q: 3 clusters Score -424163.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -424169.531250 Penalty: 2489.485596
	Iteration 31Q: 3 clusters Score -424169.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -424173.625000 Penalty: 2489.485596
	Iteration 32Q: 3 clusters Score -424173.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -424178.031250 Penalty: 2489.485596
	Iteration 33Q: 3 clusters Score -424178 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -424185.968750 Penalty: 2489.485596
	Iteration 34Q: 3 clusters Score -424186 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -424190.406250 Penalty: 2489.485596
	Iteration 35Q: 3 clusters Score -424190.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -424193.625000 Penalty: 2489.485596
	Iteration 36Q: 3 clusters Score -424193.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -424196.250000 Penalty: 2489.485596
	Iteration 37Q: 3 clusters Score -424196.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -424198.781250 Penalty: 2489.485596
	Iteration 38Q: 3 clusters Score -424198.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -424199.468750 Penalty: 2489.485596
	Iteration 39Q: 3 clusters Score -424199.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -424203.281250 Penalty: 2489.485596
	Iteration 40F: 3 clusters Score -424203.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -424205.750000 Penalty: 2489.485596
	Iteration 41Q: 3 clusters Score -424205.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -424208.281250 Penalty: 2489.485596
	Iteration 42Q: 3 clusters Score -424208.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -424213.062500 Penalty: 2489.485596
	Iteration 43Q: 3 clusters Score -424213.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -424216.531250 Penalty: 2489.485596
	Iteration 44Q: 3 clusters Score -424216.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -424219.781250 Penalty: 2489.485596
	Iteration 45Q: 3 clusters Score -424219.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -424221.718750 Penalty: 2489.485596
	Iteration 46Q: 3 clusters Score -424221.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -424223.718750 Penalty: 2489.485596
	Iteration 47Q: 3 clusters Score -424223.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -424226.781250 Penalty: 2489.485596
	Iteration 48Q: 3 clusters Score -424226.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -424227.218750 Penalty: 2489.485596
	Iteration 49Q: 3 clusters Score -424227.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -424228.000000 Penalty: 2489.485596
	Iteration 50Q: 3 clusters Score -424228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -424227.343750 Penalty: 2489.485596
	Iteration 51Q: 3 clusters Score -424227.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -424228.062500 Penalty: 2489.485596
	Iteration 52Q: 3 clusters Score -424228.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -424228.062500 Penalty: 2489.485596
	Iteration 53F: 3 clusters Score -424228.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Entering Unmasked Estep 
Score: -560082.812500 Penalty: 1285.333496
	Iteration 0F: 2 clusters Score -560082.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -556018.312500 Penalty: 2570.666992
	Iteration 0F: 3 clusters Score -556018.3 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -557281.875000 Penalty: 2570.666992
	Iteration 1F: 3 clusters Score -557281.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -557500.000000 Penalty: 2570.666992
	Iteration 2F: 3 clusters Score -557500 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -557640.437500 Penalty: 2570.666992
	Iteration 3Q: 3 clusters Score -557640.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -557726.375000 Penalty: 2570.666992
	Iteration 4Q: 3 clusters Score -557726.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -557786.875000 Penalty: 2570.666992
	Iteration 5Q: 3 clusters Score -557786.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -557838.250000 Penalty: 2570.666992
	Iteration 6Q: 3 clusters Score -557838.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -557873.625000 Penalty: 2570.666992
	Iteration 7Q: 3 clusters Score -557873.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -557905.875000 Penalty: 2570.666992
	Iteration 8Q: 3 clusters Score -557905.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -557922.937500 Penalty: 2570.666992
	Iteration 9Q: 3 clusters Score -557922.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -557949.875000 Penalty: 2570.666992
	Iteration 10Q: 3 clusters Score -557949.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -557973.125000 Penalty: 2570.666992
	Iteration 11Q: 3 clusters Score -557973.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -557992.750000 Penalty: 2570.666992
	Iteration 12Q: 3 clusters Score -557992.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -558015.375000 Penalty: 2570.666992
	Iteration 13Q: 3 clusters Score -558015.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -558036.312500 Penalty: 2570.666992
	Iteration 14Q: 3 clusters Score -558036.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -558055.812500 Penalty: 2570.666992
	Iteration 15Q: 3 clusters Score -558055.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -558075.750000 Penalty: 2570.666992
	Iteration 16Q: 3 clusters Score -558075.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -558092.437500 Penalty: 2570.666992
	Iteration 17Q: 3 clusters Score -558092.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -558111.937500 Penalty: 2570.666992
	Iteration 18Q: 3 clusters Score -558111.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -558126.750000 Penalty: 2570.666992
	Iteration 19Q: 3 clusters Score -558126.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -558137.937500 Penalty: 2570.666992
	Iteration 20F: 3 clusters Score -558137.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -558149.312500 Penalty: 2570.666992
	Iteration 21Q: 3 clusters Score -558149.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -558159.625000 Penalty: 2570.666992
	Iteration 22Q: 3 clusters Score -558159.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -558166.750000 Penalty: 2570.666992
	Iteration 23Q: 3 clusters Score -558166.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -558178.375000 Penalty: 2570.666992
	Iteration 24Q: 3 clusters Score -558178.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -558192.937500 Penalty: 2570.666992
	Iteration 25Q: 3 clusters Score -558192.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -558206.250000 Penalty: 2570.666992
	Iteration 26Q: 3 clusters Score -558206.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -558219.125000 Penalty: 2570.666992
	Iteration 27Q: 3 clusters Score -558219.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -558232.312500 Penalty: 2570.666992
	Iteration 28Q: 3 clusters Score -558232.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -558242.687500 Penalty: 2570.666992
	Iteration 29Q: 3 clusters Score -558242.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -558253.375000 Penalty: 2570.666992
	Iteration 30Q: 3 clusters Score -558253.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -558264.437500 Penalty: 2570.666992
	Iteration 31Q: 3 clusters Score -558264.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -558277.562500 Penalty: 2570.666992
	Iteration 32Q: 3 clusters Score -558277.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -558288.062500 Penalty: 2570.666992
	Iteration 33Q: 3 clusters Score -558288.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -558297.375000 Penalty: 2570.666992
	Iteration 34Q: 3 clusters Score -558297.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -558307.250000 Penalty: 2570.666992
	Iteration 35Q: 3 clusters Score -558307.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -558316.500000 Penalty: 2570.666992
	Iteration 36Q: 3 clusters Score -558316.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -558328.750000 Penalty: 2570.666992
	Iteration 37Q: 3 clusters Score -558328.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -558339.687500 Penalty: 2570.666992
	Iteration 38Q: 3 clusters Score -558339.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -558357.750000 Penalty: 2570.666992
	Iteration 39Q: 3 clusters Score -558357.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -558378.687500 Penalty: 2570.666992
	Iteration 40F: 3 clusters Score -558378.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -558402.937500 Penalty: 2570.666992
	Iteration 41Q: 3 clusters Score -558402.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -558420.625000 Penalty: 2570.666992
	Iteration 42Q: 3 clusters Score -558420.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -558439.312500 Penalty: 2570.666992
	Iteration 43Q: 3 clusters Score -558439.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -558465.062500 Penalty: 2570.666992
	Iteration 44Q: 3 clusters Score -558465.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -558494.812500 Penalty: 2570.666992
	Iteration 45Q: 3 clusters Score -558494.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -558528.562500 Penalty: 2570.666992
	Iteration 46Q: 3 clusters Score -558528.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -558563.625000 Penalty: 2570.666992
	Iteration 47Q: 3 clusters Score -558563.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -558600.062500 Penalty: 2570.666992
	Iteration 48Q: 3 clusters Score -558600.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -558642.125000 Penalty: 2570.666992
	Iteration 49Q: 3 clusters Score -558642.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -558688.750000 Penalty: 2570.666992
	Iteration 50Q: 3 clusters Score -558688.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -558760.250000 Penalty: 2570.666992
	Iteration 51Q: 3 clusters Score -558760.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -558845.500000 Penalty: 2570.666992
	Iteration 52Q: 3 clusters Score -558845.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -558919.062500 Penalty: 2570.666992
	Iteration 53Q: 3 clusters Score -558919.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -558983.250000 Penalty: 2570.666992
	Iteration 54Q: 3 clusters Score -558983.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -559023.500000 Penalty: 2570.666992
	Iteration 55Q: 3 clusters Score -559023.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -559050.187500 Penalty: 2570.666992
	Iteration 56Q: 3 clusters Score -559050.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -559069.750000 Penalty: 2570.666992
	Iteration 57Q: 3 clusters Score -559069.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -559087.562500 Penalty: 2570.666992
	Iteration 58Q: 3 clusters Score -559087.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -559111.312500 Penalty: 2570.666992
	Iteration 59Q: 3 clusters Score -559111.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -559132.562500 Penalty: 2570.666992
	Iteration 60F: 3 clusters Score -559132.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -559150.312500 Penalty: 2570.666992
	Iteration 61Q: 3 clusters Score -559150.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -559155.187500 Penalty: 2570.666992
	Iteration 62Q: 3 clusters Score -559155.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -559160.062500 Penalty: 2570.666992
	Iteration 63Q: 3 clusters Score -559160.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -559164.937500 Penalty: 2570.666992
	Iteration 64Q: 3 clusters Score -559164.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -559167.000000 Penalty: 2570.666992
	Iteration 65Q: 3 clusters Score -559167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -559168.625000 Penalty: 2570.666992
	Iteration 66Q: 3 clusters Score -559168.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -559169.375000 Penalty: 2570.666992
	Iteration 67Q: 3 clusters Score -559169.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -559169.750000 Penalty: 2570.666992
	Iteration 68Q: 3 clusters Score -559169.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -559170.062500 Penalty: 2570.666992
	Iteration 69Q: 3 clusters Score -559170.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -559170.062500 Penalty: 2570.666992
	Iteration 70F: 3 clusters Score -559170.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (64055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64055 members 
Entering Unmasked Estep 
Score: -6601633.000000 Penalty: 1646.843628
	Iteration 0F: 2 clusters Score -6601633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31872 members 
Mstep: Class 2 contains 32183 members 
Entering Unmasked Estep 
Score: -6559957.000000 Penalty: 3293.687256
	Iteration 0F: 3 clusters Score -6559957 nChanged 29849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31461 members 
Mstep: Class 2 contains 32594 members 
Entering Unmasked Estep 
Score: -6577068.000000 Penalty: 3293.687256
	Iteration 1F: 3 clusters Score -6577068 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31224 members 
Mstep: Class 2 contains 32831 members 
Entering Unmasked Estep 
Score: -6578128.500000 Penalty: 3293.687256
	Iteration 2Q: 3 clusters Score -6578128 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 33171 members 
Entering Unmasked Estep 
Score: -6579597.000000 Penalty: 3293.687256
	Iteration 3Q: 3 clusters Score -6579597 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30362 members 
Mstep: Class 2 contains 33693 members 
Entering Unmasked Estep 
Score: -6581812.500000 Penalty: 3293.687256
	Iteration 4F: 3 clusters Score -6581812 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29644 members 
Mstep: Class 2 contains 34411 members 
Entering Unmasked Estep 
Score: -6585551.000000 Penalty: 3293.687256
	Iteration 5F: 3 clusters Score -6585551 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28919 members 
Mstep: Class 2 contains 35136 members 
Entering Unmasked Estep 
Score: -6591871.000000 Penalty: 3293.687256
	Iteration 6F: 3 clusters Score -6591871 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29145 members 
Mstep: Class 2 contains 34910 members 
Entering Unmasked Estep 
Score: -6601045.500000 Penalty: 3293.687256
	Iteration 7F: 3 clusters Score -6601046 nChanged 5606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30673 members 
Mstep: Class 2 contains 33382 members 
Entering Unmasked Estep 
Score: -6612421.000000 Penalty: 3293.687256
	Iteration 8F: 3 clusters Score -6612421 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32521 members 
Mstep: Class 2 contains 31534 members 
Entering Unmasked Estep 
Score: -6621962.500000 Penalty: 3293.687256
	Iteration 9F: 3 clusters Score -6621962 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33753 members 
Mstep: Class 2 contains 30302 members 
Entering Unmasked Estep 
Score: -6626880.500000 Penalty: 3293.687256
	Iteration 10Q: 3 clusters Score -6626880 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34629 members 
Mstep: Class 2 contains 29426 members 
Entering Unmasked Estep 
Score: -6628563.000000 Penalty: 3293.687256
	Iteration 11Q: 3 clusters Score -6628563 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35195 members 
Mstep: Class 2 contains 28860 members 
Entering Unmasked Estep 
Score: -6628958.000000 Penalty: 3293.687256
	Iteration 12Q: 3 clusters Score -6628958 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35508 members 
Mstep: Class 2 contains 28547 members 
Entering Unmasked Estep 
Score: -6629063.000000 Penalty: 3293.687256
	Iteration 13Q: 3 clusters Score -6629063 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35676 members 
Mstep: Class 2 contains 28379 members 
Entering Unmasked Estep 
Score: -6629087.000000 Penalty: 3293.687256
	Iteration 14Q: 3 clusters Score -6629087 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35770 members 
Mstep: Class 2 contains 28285 members 
Entering Unmasked Estep 
Score: -6629100.500000 Penalty: 3293.687256
	Iteration 15Q: 3 clusters Score -6629100 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35816 members 
Mstep: Class 2 contains 28239 members 
Entering Unmasked Estep 
Score: -6629112.000000 Penalty: 3293.687256
	Iteration 16Q: 3 clusters Score -6629112 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35836 members 
Mstep: Class 2 contains 28219 members 
Entering Unmasked Estep 
Score: -6629117.000000 Penalty: 3293.687256
	Iteration 17Q: 3 clusters Score -6629117 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35848 members 
Mstep: Class 2 contains 28207 members 
Entering Unmasked Estep 
Score: -6629107.500000 Penalty: 3293.687256
	Iteration 18Q: 3 clusters Score -6629108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35856 members 
Mstep: Class 2 contains 28199 members 
Entering Unmasked Estep 
Score: -6629109.000000 Penalty: 3293.687256
	Iteration 19Q: 3 clusters Score -6629109 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35867 members 
Mstep: Class 2 contains 28188 members 
Entering Unmasked Estep 
Score: -6629102.000000 Penalty: 3293.687256
	Iteration 20F: 3 clusters Score -6629102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35873 members 
Mstep: Class 2 contains 28182 members 
Entering Unmasked Estep 
Score: -6629097.500000 Penalty: 3293.687256
	Iteration 21Q: 3 clusters Score -6629098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35874 members 
Mstep: Class 2 contains 28181 members 
Entering Unmasked Estep 
Score: -6629098.500000 Penalty: 3293.687256
	Iteration 22Q: 3 clusters Score -6629098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35875 members 
Mstep: Class 2 contains 28180 members 
Entering Unmasked Estep 
Score: -6629101.500000 Penalty: 3293.687256
	Iteration 23Q: 3 clusters Score -6629102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35875 members 
Mstep: Class 2 contains 28180 members 
Entering Unmasked Estep 
Score: -6629101.500000 Penalty: 3293.687256
	Iteration 24F: 3 clusters Score -6629102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 47587 members 
Mstep: Class 2 contains 9583 members 
Mstep: Class 3 contains 4750 members 
Mstep: Class 4 contains 10091 members 
Mstep: Class 5 contains 6251 members 
Mstep: Class 6 contains 21798 members 
Mstep: Class 7 contains 12642 members 
Mstep: Class 8 contains 9100 members 
Mstep: Class 9 contains 2876 members 
Mstep: Class 10 contains 10437 members 
Mstep: Class 11 contains 16336 members 
Mstep: Class 12 contains 7375 members 
Mstep: Class 13 contains 46657 members 
Mstep: Class 14 contains 56181 members 
Mstep: Class 15 contains 4295 members 
Mstep: Class 16 contains 5642 members 
Mstep: Class 17 contains 35875 members 
Mstep: Class 18 contains 2515 members 
Mstep: Class 19 contains 72397 members 
Mstep: Class 20 contains 131281 members 
Mstep: Class 21 contains 15129 members 
Mstep: Class 22 contains 4224 members 
Mstep: Class 23 contains 6317 members 
Mstep: Class 24 contains 17733 members 
Mstep: Class 25 contains 7326 members 
Mstep: Class 26 contains 17690 members 
Mstep: Class 27 contains 14931 members 
Mstep: Class 28 contains 13308 members 
Mstep: Class 29 contains 30193 members 
Mstep: Class 30 contains 8493 members 
Mstep: Class 31 contains 6413 members 
Mstep: Class 32 contains 11456 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 9701 members 
Mstep: Class 35 contains 13355 members 
Mstep: Class 36 contains 17702 members 
Mstep: Class 37 contains 37348 members 
Mstep: Class 38 contains 5063 members 
Mstep: Class 39 contains 2738 members 
Mstep: Class 40 contains 89797 members 
Mstep: Class 41 contains 22831 members 
Mstep: Class 42 contains 2427 members 
Mstep: Class 43 contains 28180 members 
Entering Unmasked Estep 
Score: -88049808.000000 Penalty: 87721.671875
Splitting cluster 17 changes total score from -88011664.000000 to -88049808.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 18 (2515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Entering Unmasked Estep 
Score: -209928.578125 Penalty: 1165.108154
	Iteration 0F: 2 clusters Score -209928.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -207889.703125 Penalty: 2330.216309
	Iteration 0F: 3 clusters Score -207889.7 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -208716.109375 Penalty: 2330.216309
	Iteration 1F: 3 clusters Score -208716.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -208998.718750 Penalty: 2330.216309
	Iteration 2F: 3 clusters Score -208998.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -209184.734375 Penalty: 2330.216309
	Iteration 3F: 3 clusters Score -209184.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -209350.843750 Penalty: 2330.216309
	Iteration 4F: 3 clusters Score -209350.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -209466.953125 Penalty: 2330.216309
	Iteration 5Q: 3 clusters Score -209467 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -209540.765625 Penalty: 2330.216309
	Iteration 6Q: 3 clusters Score -209540.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -209611.703125 Penalty: 2330.216309
	Iteration 7Q: 3 clusters Score -209611.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -209649.453125 Penalty: 2330.216309
	Iteration 8Q: 3 clusters Score -209649.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -209696.125000 Penalty: 2330.216309
	Iteration 9Q: 3 clusters Score -209696.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -209749.453125 Penalty: 2330.216309
	Iteration 10Q: 3 clusters Score -209749.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -209797.765625 Penalty: 2330.216309
	Iteration 11Q: 3 clusters Score -209797.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -209846.859375 Penalty: 2330.216309
	Iteration 12Q: 3 clusters Score -209846.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -209886.062500 Penalty: 2330.216309
	Iteration 13Q: 3 clusters Score -209886.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -209914.062500 Penalty: 2330.216309
	Iteration 14Q: 3 clusters Score -209914.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -209939.203125 Penalty: 2330.216309
	Iteration 15Q: 3 clusters Score -209939.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -209956.859375 Penalty: 2330.216309
	Iteration 16Q: 3 clusters Score -209956.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -209972.687500 Penalty: 2330.216309
	Iteration 17Q: 3 clusters Score -209972.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -209993.000000 Penalty: 2330.216309
	Iteration 18Q: 3 clusters Score -209993 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -210010.046875 Penalty: 2330.216309
	Iteration 19Q: 3 clusters Score -210010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -210018.781250 Penalty: 2330.216309
	Iteration 20F: 3 clusters Score -210018.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -210021.156250 Penalty: 2330.216309
	Iteration 21Q: 3 clusters Score -210021.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -210024.031250 Penalty: 2330.216309
	Iteration 22Q: 3 clusters Score -210024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -210024.031250 Penalty: 2330.216309
	Iteration 23F: 3 clusters Score -210024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 47587 members 
Mstep: Class 2 contains 9583 members 
Mstep: Class 3 contains 4750 members 
Mstep: Class 4 contains 10091 members 
Mstep: Class 5 contains 6251 members 
Mstep: Class 6 contains 21798 members 
Mstep: Class 7 contains 12642 members 
Mstep: Class 8 contains 9100 members 
Mstep: Class 9 contains 2876 members 
Mstep: Class 10 contains 10437 members 
Mstep: Class 11 contains 16336 members 
Mstep: Class 12 contains 7375 members 
Mstep: Class 13 contains 46657 members 
Mstep: Class 14 contains 56181 members 
Mstep: Class 15 contains 4295 members 
Mstep: Class 16 contains 5642 members 
Mstep: Class 17 contains 35875 members 
Mstep: Class 18 contains 217 members 
Mstep: Class 19 contains 72397 members 
Mstep: Class 20 contains 131281 members 
Mstep: Class 21 contains 15129 members 
Mstep: Class 22 contains 4224 members 
Mstep: Class 23 contains 6317 members 
Mstep: Class 24 contains 17733 members 
Mstep: Class 25 contains 7326 members 
Mstep: Class 26 contains 17690 members 
Mstep: Class 27 contains 14931 members 
Mstep: Class 28 contains 13308 members 
Mstep: Class 29 contains 30193 members 
Mstep: Class 30 contains 8493 members 
Mstep: Class 31 contains 6413 members 
Mstep: Class 32 contains 11456 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 9701 members 
Mstep: Class 35 contains 13355 members 
Mstep: Class 36 contains 17702 members 
Mstep: Class 37 contains 37348 members 
Mstep: Class 38 contains 5063 members 
Mstep: Class 39 contains 2738 members 
Mstep: Class 40 contains 89797 members 
Mstep: Class 41 contains 22831 members 
Mstep: Class 42 contains 2427 members 
Mstep: Class 43 contains 28180 members 
Mstep: Class 44 contains 2298 members 
Entering Unmasked Estep 
Score: -88049056.000000 Penalty: 89761.710938
Splitting cluster 18 changes total score from -88011664.000000 to -88049056.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 19 (72397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72397 members 
Entering Unmasked Estep 
Score: -7239203.500000 Penalty: 1665.060181
	Iteration 0F: 2 clusters Score -7239204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36158 members 
Mstep: Class 2 contains 36239 members 
Entering Unmasked Estep 
Score: -7191892.500000 Penalty: 3330.120361
	Iteration 0F: 3 clusters Score -7191892 nChanged 34010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36408 members 
Mstep: Class 2 contains 35989 members 
Entering Unmasked Estep 
Score: -7211697.500000 Penalty: 3330.120361
	Iteration 1F: 3 clusters Score -7211698 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36269 members 
Mstep: Class 2 contains 36128 members 
Entering Unmasked Estep 
Score: -7212959.500000 Penalty: 3330.120361
	Iteration 2Q: 3 clusters Score -7212960 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35843 members 
Mstep: Class 2 contains 36554 members 
Entering Unmasked Estep 
Score: -7214535.000000 Penalty: 3330.120361
	Iteration 3Q: 3 clusters Score -7214535 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35132 members 
Mstep: Class 2 contains 37265 members 
Entering Unmasked Estep 
Score: -7216338.500000 Penalty: 3330.120361
	Iteration 4F: 3 clusters Score -7216338 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34159 members 
Mstep: Class 2 contains 38238 members 
Entering Unmasked Estep 
Score: -7218415.000000 Penalty: 3330.120361
	Iteration 5F: 3 clusters Score -7218415 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33017 members 
Mstep: Class 2 contains 39380 members 
Entering Unmasked Estep 
Score: -7220772.000000 Penalty: 3330.120361
	Iteration 6F: 3 clusters Score -7220772 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31856 members 
Mstep: Class 2 contains 40541 members 
Entering Unmasked Estep 
Score: -7223210.000000 Penalty: 3330.120361
	Iteration 7F: 3 clusters Score -7223210 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30892 members 
Mstep: Class 2 contains 41505 members 
Entering Unmasked Estep 
Score: -7225388.500000 Penalty: 3330.120361
	Iteration 8F: 3 clusters Score -7225388 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30143 members 
Mstep: Class 2 contains 42254 members 
Entering Unmasked Estep 
Score: -7227083.000000 Penalty: 3330.120361
	Iteration 9Q: 3 clusters Score -7227083 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29488 members 
Mstep: Class 2 contains 42909 members 
Entering Unmasked Estep 
Score: -7228198.500000 Penalty: 3330.120361
	Iteration 10Q: 3 clusters Score -7228198 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28850 members 
Mstep: Class 2 contains 43547 members 
Entering Unmasked Estep 
Score: -7228741.000000 Penalty: 3330.120361
	Iteration 11Q: 3 clusters Score -7228741 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28175 members 
Mstep: Class 2 contains 44222 members 
Entering Unmasked Estep 
Score: -7229069.500000 Penalty: 3330.120361
	Iteration 12Q: 3 clusters Score -7229070 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27540 members 
Mstep: Class 2 contains 44857 members 
Entering Unmasked Estep 
Score: -7229243.500000 Penalty: 3330.120361
	Iteration 13Q: 3 clusters Score -7229244 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26859 members 
Mstep: Class 2 contains 45538 members 
Entering Unmasked Estep 
Score: -7229426.500000 Penalty: 3330.120361
	Iteration 14Q: 3 clusters Score -7229426 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26195 members 
Mstep: Class 2 contains 46202 members 
Entering Unmasked Estep 
Score: -7229605.500000 Penalty: 3330.120361
	Iteration 15Q: 3 clusters Score -7229606 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25499 members 
Mstep: Class 2 contains 46898 members 
Entering Unmasked Estep 
Score: -7229760.000000 Penalty: 3330.120361
	Iteration 16Q: 3 clusters Score -7229760 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 47580 members 
Entering Unmasked Estep 
Score: -7229983.000000 Penalty: 3330.120361
	Iteration 17Q: 3 clusters Score -7229983 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 48273 members 
Entering Unmasked Estep 
Score: -7230104.500000 Penalty: 3330.120361
	Iteration 18Q: 3 clusters Score -7230104 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 48939 members 
Entering Unmasked Estep 
Score: -7230283.000000 Penalty: 3330.120361
	Iteration 19Q: 3 clusters Score -7230283 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 49656 members 
Entering Unmasked Estep 
Score: -7230434.000000 Penalty: 3330.120361
	Iteration 20F: 3 clusters Score -7230434 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 50433 members 
Entering Unmasked Estep 
Score: -7230645.000000 Penalty: 3330.120361
	Iteration 21Q: 3 clusters Score -7230645 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 51236 members 
Entering Unmasked Estep 
Score: -7230841.500000 Penalty: 3330.120361
	Iteration 22Q: 3 clusters Score -7230842 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 52049 members 
Entering Unmasked Estep 
Score: -7231017.500000 Penalty: 3330.120361
	Iteration 23Q: 3 clusters Score -7231018 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 52892 members 
Entering Unmasked Estep 
Score: -7231233.000000 Penalty: 3330.120361
	Iteration 24Q: 3 clusters Score -7231233 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 53798 members 
Entering Unmasked Estep 
Score: -7231511.000000 Penalty: 3330.120361
	Iteration 25Q: 3 clusters Score -7231511 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 54739 members 
Entering Unmasked Estep 
Score: -7231815.500000 Penalty: 3330.120361
	Iteration 26Q: 3 clusters Score -7231816 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 55715 members 
Entering Unmasked Estep 
Score: -7232112.000000 Penalty: 3330.120361
	Iteration 27Q: 3 clusters Score -7232112 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 56697 members 
Entering Unmasked Estep 
Score: -7232467.500000 Penalty: 3330.120361
	Iteration 28Q: 3 clusters Score -7232468 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 57686 members 
Entering Unmasked Estep 
Score: -7232765.000000 Penalty: 3330.120361
	Iteration 29Q: 3 clusters Score -7232765 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 58614 members 
Entering Unmasked Estep 
Score: -7233127.500000 Penalty: 3330.120361
	Iteration 30Q: 3 clusters Score -7233128 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 59567 members 
Entering Unmasked Estep 
Score: -7233478.000000 Penalty: 3330.120361
	Iteration 31Q: 3 clusters Score -7233478 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 60556 members 
Entering Unmasked Estep 
Score: -7233860.500000 Penalty: 3330.120361
	Iteration 32Q: 3 clusters Score -7233860 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 61525 members 
Entering Unmasked Estep 
Score: -7234278.000000 Penalty: 3330.120361
	Iteration 33Q: 3 clusters Score -7234278 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 62460 members 
Entering Unmasked Estep 
Score: -7234688.000000 Penalty: 3330.120361
	Iteration 34Q: 3 clusters Score -7234688 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 63323 members 
Entering Unmasked Estep 
Score: -7235072.500000 Penalty: 3330.120361
	Iteration 35Q: 3 clusters Score -7235072 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 64135 members 
Entering Unmasked Estep 
Score: -7235445.000000 Penalty: 3330.120361
	Iteration 36Q: 3 clusters Score -7235445 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 64901 members 
Entering Unmasked Estep 
Score: -7235837.000000 Penalty: 3330.120361
	Iteration 37Q: 3 clusters Score -7235837 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 65632 members 
Entering Unmasked Estep 
Score: -7236245.500000 Penalty: 3330.120361
	Iteration 38Q: 3 clusters Score -7236246 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 66299 members 
Entering Unmasked Estep 
Score: -7236600.500000 Penalty: 3330.120361
	Iteration 39Q: 3 clusters Score -7236600 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 66941 members 
Entering Unmasked Estep 
Score: -7236972.000000 Penalty: 3330.120361
	Iteration 40F: 3 clusters Score -7236972 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 67514 members 
Entering Unmasked Estep 
Score: -7237356.500000 Penalty: 3330.120361
	Iteration 41Q: 3 clusters Score -7237356 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 68055 members 
Entering Unmasked Estep 
Score: -7237684.000000 Penalty: 3330.120361
	Iteration 42Q: 3 clusters Score -7237684 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 68517 members 
Entering Unmasked Estep 
Score: -7237996.000000 Penalty: 3330.120361
	Iteration 43Q: 3 clusters Score -7237996 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 68877 members 
Entering Unmasked Estep 
Score: -7238189.000000 Penalty: 3330.120361
	Iteration 44Q: 3 clusters Score -7238189 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 69171 members 
Entering Unmasked Estep 
Score: -7238387.500000 Penalty: 3330.120361
	Iteration 45Q: 3 clusters Score -7238388 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 69399 members 
Entering Unmasked Estep 
Score: -7238507.500000 Penalty: 3330.120361
	Iteration 46Q: 3 clusters Score -7238508 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 69575 members 
Entering Unmasked Estep 
Score: -7238602.000000 Penalty: 3330.120361
	Iteration 47Q: 3 clusters Score -7238602 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 69709 members 
Entering Unmasked Estep 
Score: -7238699.500000 Penalty: 3330.120361
	Iteration 48Q: 3 clusters Score -7238700 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 69840 members 
Entering Unmasked Estep 
Score: -7238758.500000 Penalty: 3330.120361
	Iteration 49Q: 3 clusters Score -7238758 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 69943 members 
Entering Unmasked Estep 
Score: -7238802.500000 Penalty: 3330.120361
	Iteration 50Q: 3 clusters Score -7238802 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 70029 members 
Entering Unmasked Estep 
Score: -7238834.000000 Penalty: 3330.120361
	Iteration 51Q: 3 clusters Score -7238834 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 70104 members 
Entering Unmasked Estep 
Score: -7238871.500000 Penalty: 3330.120361
	Iteration 52Q: 3 clusters Score -7238872 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 70160 members 
Entering Unmasked Estep 
Score: -7238892.500000 Penalty: 3330.120361
	Iteration 53Q: 3 clusters Score -7238892 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 70207 members 
Entering Unmasked Estep 
Score: -7238903.000000 Penalty: 3330.120361
	Iteration 54Q: 3 clusters Score -7238903 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 70242 members 
Entering Unmasked Estep 
Score: -7238907.500000 Penalty: 3330.120361
	Iteration 55Q: 3 clusters Score -7238908 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 70278 members 
Entering Unmasked Estep 
Score: -7238928.500000 Penalty: 3330.120361
	Iteration 56Q: 3 clusters Score -7238928 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 70298 members 
Entering Unmasked Estep 
Score: -7238932.500000 Penalty: 3330.120361
	Iteration 57Q: 3 clusters Score -7238932 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 70317 members 
Entering Unmasked Estep 
Score: -7238932.000000 Penalty: 3330.120361
	Iteration 58Q: 3 clusters Score -7238932 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 70338 members 
Entering Unmasked Estep 
Score: -7238933.500000 Penalty: 3330.120361
	Iteration 59Q: 3 clusters Score -7238934 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 70353 members 
Entering Unmasked Estep 
Score: -7238917.000000 Penalty: 3330.120361
	Iteration 60F: 3 clusters Score -7238917 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 70372 members 
Entering Unmasked Estep 
Score: -7238933.500000 Penalty: 3330.120361
	Iteration 61Q: 3 clusters Score -7238934 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 70388 members 
Entering Unmasked Estep 
Score: -7238927.000000 Penalty: 3330.120361
	Iteration 62Q: 3 clusters Score -7238927 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 70398 members 
Entering Unmasked Estep 
Score: -7238918.500000 Penalty: 3330.120361
	Iteration 63Q: 3 clusters Score -7238918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 70406 members 
Entering Unmasked Estep 
Score: -7238915.500000 Penalty: 3330.120361
	Iteration 64Q: 3 clusters Score -7238916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 70411 members 
Entering Unmasked Estep 
Score: -7238928.000000 Penalty: 3330.120361
	Iteration 65Q: 3 clusters Score -7238928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 70416 members 
Entering Unmasked Estep 
Score: -7238923.500000 Penalty: 3330.120361
	Iteration 66Q: 3 clusters Score -7238924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 70422 members 
Entering Unmasked Estep 
Score: -7238922.500000 Penalty: 3330.120361
	Iteration 67Q: 3 clusters Score -7238922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 70425 members 
Entering Unmasked Estep 
Score: -7238924.500000 Penalty: 3330.120361
	Iteration 68Q: 3 clusters Score -7238924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 70430 members 
Entering Unmasked Estep 
Score: -7238922.000000 Penalty: 3330.120361
	Iteration 69Q: 3 clusters Score -7238922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 70436 members 
Entering Unmasked Estep 
Score: -7238924.000000 Penalty: 3330.120361
	Iteration 70Q: 3 clusters Score -7238924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 70443 members 
Entering Unmasked Estep 
Score: -7238924.000000 Penalty: 3330.120361
	Iteration 71Q: 3 clusters Score -7238924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 70448 members 
Entering Unmasked Estep 
Score: -7238929.000000 Penalty: 3330.120361
	Iteration 72Q: 3 clusters Score -7238929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 70451 members 
Entering Unmasked Estep 
Score: -7238939.000000 Penalty: 3330.120361
	Iteration 73Q: 3 clusters Score -7238939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 70457 members 
Entering Unmasked Estep 
Score: -7238933.500000 Penalty: 3330.120361
	Iteration 74Q: 3 clusters Score -7238934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 70464 members 
Entering Unmasked Estep 
Score: -7238942.000000 Penalty: 3330.120361
	Iteration 75Q: 3 clusters Score -7238942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 70473 members 
Entering Unmasked Estep 
Score: -7238945.000000 Penalty: 3330.120361
	Iteration 76Q: 3 clusters Score -7238945 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 70482 members 
Entering Unmasked Estep 
Score: -7238949.500000 Penalty: 3330.120361
	Iteration 77Q: 3 clusters Score -7238950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 70489 members 
Entering Unmasked Estep 
Score: -7238949.000000 Penalty: 3330.120361
	Iteration 78Q: 3 clusters Score -7238949 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 70502 members 
Entering Unmasked Estep 
Score: -7238958.500000 Penalty: 3330.120361
	Iteration 79Q: 3 clusters Score -7238958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 70512 members 
Entering Unmasked Estep 
Score: -7238955.500000 Penalty: 3330.120361
	Iteration 80F: 3 clusters Score -7238956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 70512 members 
Entering Unmasked Estep 
Score: -7238958.000000 Penalty: 3330.120361
	Iteration 81Q: 3 clusters Score -7238958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 70516 members 
Entering Unmasked Estep 
Score: -7238960.500000 Penalty: 3330.120361
	Iteration 82Q: 3 clusters Score -7238960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 70522 members 
Entering Unmasked Estep 
Score: -7238965.000000 Penalty: 3330.120361
	Iteration 83Q: 3 clusters Score -7238965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 70526 members 
Entering Unmasked Estep 
Score: -7238964.000000 Penalty: 3330.120361
	Iteration 84Q: 3 clusters Score -7238964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 70532 members 
Entering Unmasked Estep 
Score: -7238964.000000 Penalty: 3330.120361
	Iteration 85Q: 3 clusters Score -7238964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 70536 members 
Entering Unmasked Estep 
Score: -7238962.000000 Penalty: 3330.120361
	Iteration 86Q: 3 clusters Score -7238962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 70541 members 
Entering Unmasked Estep 
Score: -7238969.500000 Penalty: 3330.120361
	Iteration 87Q: 3 clusters Score -7238970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 70544 members 
Entering Unmasked Estep 
Score: -7238967.000000 Penalty: 3330.120361
	Iteration 88Q: 3 clusters Score -7238967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 70548 members 
Entering Unmasked Estep 
Score: -7238967.000000 Penalty: 3330.120361
	Iteration 89Q: 3 clusters Score -7238967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 70550 members 
Entering Unmasked Estep 
Score: -7238965.500000 Penalty: 3330.120361
	Iteration 90Q: 3 clusters Score -7238966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 70547 members 
Entering Unmasked Estep 
Score: -7238965.000000 Penalty: 3330.120361
	Iteration 91Q: 3 clusters Score -7238965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 70548 members 
Entering Unmasked Estep 
Score: -7238971.500000 Penalty: 3330.120361
	Iteration 92Q: 3 clusters Score -7238972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 70549 members 
Entering Unmasked Estep 
Score: -7238968.000000 Penalty: 3330.120361
	Iteration 93Q: 3 clusters Score -7238968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 70550 members 
Entering Unmasked Estep 
Score: -7238968.000000 Penalty: 3330.120361
	Iteration 94Q: 3 clusters Score -7238968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 70551 members 
Entering Unmasked Estep 
Score: -7238966.500000 Penalty: 3330.120361
	Iteration 95Q: 3 clusters Score -7238966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 70551 members 
Entering Unmasked Estep 
Score: -7238966.500000 Penalty: 3330.120361
	Iteration 96F: 3 clusters Score -7238966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (131281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131281 members 
Entering Unmasked Estep 
Score: -13224122.000000 Penalty: 1753.622192
	Iteration 0F: 2 clusters Score -1.322412e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65773 members 
Mstep: Class 2 contains 65508 members 
Entering Unmasked Estep 
Score: -13137370.000000 Penalty: 3507.244385
	Iteration 0F: 3 clusters Score -1.313737e+07 nChanged 62511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67264 members 
Mstep: Class 2 contains 64017 members 
Entering Unmasked Estep 
Score: -13173874.000000 Penalty: 3507.244385
	Iteration 1F: 3 clusters Score -1.317387e+07 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68064 members 
Mstep: Class 2 contains 63217 members 
Entering Unmasked Estep 
Score: -13175365.000000 Penalty: 3507.244385
	Iteration 2Q: 3 clusters Score -1.317536e+07 nChanged 5217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69209 members 
Mstep: Class 2 contains 62072 members 
Entering Unmasked Estep 
Score: -13177268.000000 Penalty: 3507.244385
	Iteration 3Q: 3 clusters Score -1.317727e+07 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70880 members 
Mstep: Class 2 contains 60401 members 
Entering Unmasked Estep 
Score: -13179678.000000 Penalty: 3507.244385
	Iteration 4Q: 3 clusters Score -1.317968e+07 nChanged 6145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73143 members 
Mstep: Class 2 contains 58138 members 
Entering Unmasked Estep 
Score: -13182444.000000 Penalty: 3507.244385
	Iteration 5Q: 3 clusters Score -1.318244e+07 nChanged 6536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76041 members 
Mstep: Class 2 contains 55240 members 
Entering Unmasked Estep 
Score: -13185715.000000 Penalty: 3507.244385
	Iteration 6Q: 3 clusters Score -1.318572e+07 nChanged 6842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79607 members 
Mstep: Class 2 contains 51674 members 
Entering Unmasked Estep 
Score: -13189442.000000 Penalty: 3507.244385
	Iteration 7F: 3 clusters Score -1.318944e+07 nChanged 7089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83866 members 
Mstep: Class 2 contains 47415 members 
Entering Unmasked Estep 
Score: -13193620.000000 Penalty: 3507.244385
	Iteration 8F: 3 clusters Score -1.319362e+07 nChanged 7217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88495 members 
Mstep: Class 2 contains 42786 members 
Entering Unmasked Estep 
Score: -13198360.000000 Penalty: 3507.244385
	Iteration 9F: 3 clusters Score -1.319836e+07 nChanged 6796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93039 members 
Mstep: Class 2 contains 38242 members 
Entering Unmasked Estep 
Score: -13202911.000000 Penalty: 3507.244385
	Iteration 10F: 3 clusters Score -1.320291e+07 nChanged 5802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96947 members 
Mstep: Class 2 contains 34334 members 
Entering Unmasked Estep 
Score: -13206396.000000 Penalty: 3507.244385
	Iteration 11Q: 3 clusters Score -1.32064e+07 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100232 members 
Mstep: Class 2 contains 31049 members 
Entering Unmasked Estep 
Score: -13208704.000000 Penalty: 3507.244385
	Iteration 12Q: 3 clusters Score -1.32087e+07 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103085 members 
Mstep: Class 2 contains 28196 members 
Entering Unmasked Estep 
Score: -13210312.000000 Penalty: 3507.244385
	Iteration 13Q: 3 clusters Score -1.321031e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105760 members 
Mstep: Class 2 contains 25521 members 
Entering Unmasked Estep 
Score: -13211626.000000 Penalty: 3507.244385
	Iteration 14Q: 3 clusters Score -1.321163e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108194 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -13212771.000000 Penalty: 3507.244385
	Iteration 15Q: 3 clusters Score -1.321277e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110486 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -13213836.000000 Penalty: 3507.244385
	Iteration 16Q: 3 clusters Score -1.321384e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112746 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -13214860.000000 Penalty: 3507.244385
	Iteration 17Q: 3 clusters Score -1.321486e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114844 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -13215757.000000 Penalty: 3507.244385
	Iteration 18Q: 3 clusters Score -1.321576e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116820 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -13216668.000000 Penalty: 3507.244385
	Iteration 19Q: 3 clusters Score -1.321667e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118751 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -13217581.000000 Penalty: 3507.244385
	Iteration 20F: 3 clusters Score -1.321758e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120515 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -13218382.000000 Penalty: 3507.244385
	Iteration 21Q: 3 clusters Score -1.321838e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122092 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -13219108.000000 Penalty: 3507.244385
	Iteration 22Q: 3 clusters Score -1.321911e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123514 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -13219816.000000 Penalty: 3507.244385
	Iteration 23Q: 3 clusters Score -1.321982e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124775 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -13220411.000000 Penalty: 3507.244385
	Iteration 24Q: 3 clusters Score -1.322041e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125932 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -13220966.000000 Penalty: 3507.244385
	Iteration 25Q: 3 clusters Score -1.322097e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126900 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -13221395.000000 Penalty: 3507.244385
	Iteration 26Q: 3 clusters Score -1.32214e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127683 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -13221792.000000 Penalty: 3507.244385
	Iteration 27Q: 3 clusters Score -1.322179e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128292 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -13222189.000000 Penalty: 3507.244385
	Iteration 28Q: 3 clusters Score -1.322219e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128741 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -13222469.000000 Penalty: 3507.244385
	Iteration 29Q: 3 clusters Score -1.322247e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129091 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -13222760.000000 Penalty: 3507.244385
	Iteration 30Q: 3 clusters Score -1.322276e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129352 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -13222948.000000 Penalty: 3507.244385
	Iteration 31Q: 3 clusters Score -1.322295e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129520 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -13223106.000000 Penalty: 3507.244385
	Iteration 32Q: 3 clusters Score -1.322311e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129630 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -13223205.000000 Penalty: 3507.244385
	Iteration 33Q: 3 clusters Score -1.32232e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129711 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -13223286.000000 Penalty: 3507.244385
	Iteration 34Q: 3 clusters Score -1.322329e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129761 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -13223386.000000 Penalty: 3507.244385
	Iteration 35Q: 3 clusters Score -1.322339e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129805 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -13223452.000000 Penalty: 3507.244385
	Iteration 36Q: 3 clusters Score -1.322345e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129830 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -13223499.000000 Penalty: 3507.244385
	Iteration 37Q: 3 clusters Score -1.32235e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129840 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -13223521.000000 Penalty: 3507.244385
	Iteration 38Q: 3 clusters Score -1.322352e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129858 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -13223533.000000 Penalty: 3507.244385
	Iteration 39Q: 3 clusters Score -1.322353e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129868 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -13223568.000000 Penalty: 3507.244385
	Iteration 40F: 3 clusters Score -1.322357e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129873 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -13223600.000000 Penalty: 3507.244385
	Iteration 41Q: 3 clusters Score -1.32236e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129867 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -13223621.000000 Penalty: 3507.244385
	Iteration 42Q: 3 clusters Score -1.322362e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129863 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -13223638.000000 Penalty: 3507.244385
	Iteration 43Q: 3 clusters Score -1.322364e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129868 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -13223645.000000 Penalty: 3507.244385
	Iteration 44Q: 3 clusters Score -1.322364e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129873 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -13223654.000000 Penalty: 3507.244385
	Iteration 45Q: 3 clusters Score -1.322365e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129872 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -13223656.000000 Penalty: 3507.244385
	Iteration 46Q: 3 clusters Score -1.322366e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129872 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -13223656.000000 Penalty: 3507.244385
	Iteration 47Q: 3 clusters Score -1.322366e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129876 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -13223667.000000 Penalty: 3507.244385
	Iteration 48Q: 3 clusters Score -1.322367e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129877 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -13223671.000000 Penalty: 3507.244385
	Iteration 49Q: 3 clusters Score -1.322367e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129873 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -13223678.000000 Penalty: 3507.244385
	Iteration 50Q: 3 clusters Score -1.322368e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129875 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -13223667.000000 Penalty: 3507.244385
	Iteration 51Q: 3 clusters Score -1.322367e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129873 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -13223669.000000 Penalty: 3507.244385
	Iteration 52Q: 3 clusters Score -1.322367e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129879 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -13223676.000000 Penalty: 3507.244385
	Iteration 53Q: 3 clusters Score -1.322368e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129881 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -13223679.000000 Penalty: 3507.244385
	Iteration 54Q: 3 clusters Score -1.322368e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129880 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -13223690.000000 Penalty: 3507.244385
	Iteration 55Q: 3 clusters Score -1.322369e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129878 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -13223676.000000 Penalty: 3507.244385
	Iteration 56Q: 3 clusters Score -1.322368e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129880 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -13223686.000000 Penalty: 3507.244385
	Iteration 57Q: 3 clusters Score -1.322369e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129885 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -13223690.000000 Penalty: 3507.244385
	Iteration 58Q: 3 clusters Score -1.322369e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129887 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -13223684.000000 Penalty: 3507.244385
	Iteration 59Q: 3 clusters Score -1.322368e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129887 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -13223684.000000 Penalty: 3507.244385
	Iteration 60F: 3 clusters Score -1.322368e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129889 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -13223689.000000 Penalty: 3507.244385
	Iteration 61Q: 3 clusters Score -1.322369e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129892 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -13223685.000000 Penalty: 3507.244385
	Iteration 62Q: 3 clusters Score -1.322368e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129896 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -13223690.000000 Penalty: 3507.244385
	Iteration 63Q: 3 clusters Score -1.322369e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129899 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -13223696.000000 Penalty: 3507.244385
	Iteration 64Q: 3 clusters Score -1.32237e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129898 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -13223681.000000 Penalty: 3507.244385
	Iteration 65Q: 3 clusters Score -1.322368e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129899 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -13223691.000000 Penalty: 3507.244385
	Iteration 66Q: 3 clusters Score -1.322369e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129900 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -13223684.000000 Penalty: 3507.244385
	Iteration 67Q: 3 clusters Score -1.322368e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129901 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -13223683.000000 Penalty: 3507.244385
	Iteration 68Q: 3 clusters Score -1.322368e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129901 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -13223687.000000 Penalty: 3507.244385
	Iteration 69Q: 3 clusters Score -1.322369e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129903 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -13223691.000000 Penalty: 3507.244385
	Iteration 70Q: 3 clusters Score -1.322369e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129904 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -13223698.000000 Penalty: 3507.244385
	Iteration 71Q: 3 clusters Score -1.32237e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129906 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -13223706.000000 Penalty: 3507.244385
	Iteration 72Q: 3 clusters Score -1.322371e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129907 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -13223700.000000 Penalty: 3507.244385
	Iteration 73Q: 3 clusters Score -1.32237e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129907 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -13223700.000000 Penalty: 3507.244385
	Iteration 74F: 3 clusters Score -1.32237e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Entering Unmasked Estep 
Score: -1584668.125000 Penalty: 1432.106079
	Iteration 0F: 2 clusters Score -1584668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1574662.625000 Penalty: 2864.212158
	Iteration 0F: 3 clusters Score -1574663 nChanged 6543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1578211.750000 Penalty: 2864.212158
	Iteration 1F: 3 clusters Score -1578212 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1578594.125000 Penalty: 2864.212158
	Iteration 2F: 3 clusters Score -1578594 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1578901.125000 Penalty: 2864.212158
	Iteration 3F: 3 clusters Score -1578901 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1579151.250000 Penalty: 2864.212158
	Iteration 4Q: 3 clusters Score -1579151 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1579373.250000 Penalty: 2864.212158
	Iteration 5Q: 3 clusters Score -1579373 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1579603.250000 Penalty: 2864.212158
	Iteration 6Q: 3 clusters Score -1579603 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1579846.750000 Penalty: 2864.212158
	Iteration 7Q: 3 clusters Score -1579847 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1580141.125000 Penalty: 2864.212158
	Iteration 8Q: 3 clusters Score -1580141 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1580479.500000 Penalty: 2864.212158
	Iteration 9Q: 3 clusters Score -1580480 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1580827.125000 Penalty: 2864.212158
	Iteration 10Q: 3 clusters Score -1580827 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1581196.875000 Penalty: 2864.212158
	Iteration 11Q: 3 clusters Score -1581197 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -1581547.125000 Penalty: 2864.212158
	Iteration 12Q: 3 clusters Score -1581547 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1581892.500000 Penalty: 2864.212158
	Iteration 13Q: 3 clusters Score -1581892 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -1582232.750000 Penalty: 2864.212158
	Iteration 14Q: 3 clusters Score -1582233 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -1582545.500000 Penalty: 2864.212158
	Iteration 15Q: 3 clusters Score -1582546 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -1582762.750000 Penalty: 2864.212158
	Iteration 16Q: 3 clusters Score -1582763 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -1582929.000000 Penalty: 2864.212158
	Iteration 17Q: 3 clusters Score -1582929 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -1583072.000000 Penalty: 2864.212158
	Iteration 18Q: 3 clusters Score -1583072 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -1583174.875000 Penalty: 2864.212158
	Iteration 19Q: 3 clusters Score -1583175 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -1583261.750000 Penalty: 2864.212158
	Iteration 20F: 3 clusters Score -1583262 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -1583337.375000 Penalty: 2864.212158
	Iteration 21Q: 3 clusters Score -1583337 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -1583386.250000 Penalty: 2864.212158
	Iteration 22Q: 3 clusters Score -1583386 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -1583422.500000 Penalty: 2864.212158
	Iteration 23Q: 3 clusters Score -1583422 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -1583450.500000 Penalty: 2864.212158
	Iteration 24Q: 3 clusters Score -1583450 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -1583472.500000 Penalty: 2864.212158
	Iteration 25Q: 3 clusters Score -1583472 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -1583491.375000 Penalty: 2864.212158
	Iteration 26Q: 3 clusters Score -1583491 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -1583508.750000 Penalty: 2864.212158
	Iteration 27Q: 3 clusters Score -1583509 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -1583536.875000 Penalty: 2864.212158
	Iteration 28Q: 3 clusters Score -1583537 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -1583553.625000 Penalty: 2864.212158
	Iteration 29Q: 3 clusters Score -1583554 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -1583566.500000 Penalty: 2864.212158
	Iteration 30Q: 3 clusters Score -1583566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -1583575.375000 Penalty: 2864.212158
	Iteration 31Q: 3 clusters Score -1583575 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -1583584.875000 Penalty: 2864.212158
	Iteration 32Q: 3 clusters Score -1583585 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -1583593.125000 Penalty: 2864.212158
	Iteration 33Q: 3 clusters Score -1583593 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -1583601.125000 Penalty: 2864.212158
	Iteration 34Q: 3 clusters Score -1583601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -1583609.750000 Penalty: 2864.212158
	Iteration 35Q: 3 clusters Score -1583610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -1583614.375000 Penalty: 2864.212158
	Iteration 36Q: 3 clusters Score -1583614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -1583620.125000 Penalty: 2864.212158
	Iteration 37Q: 3 clusters Score -1583620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -1583621.625000 Penalty: 2864.212158
	Iteration 38Q: 3 clusters Score -1583622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -1583624.250000 Penalty: 2864.212158
	Iteration 39Q: 3 clusters Score -1583624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -1583626.125000 Penalty: 2864.212158
	Iteration 40F: 3 clusters Score -1583626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -1583624.375000 Penalty: 2864.212158
	Iteration 41Q: 3 clusters Score -1583624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -1583627.125000 Penalty: 2864.212158
	Iteration 42Q: 3 clusters Score -1583627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -1583627.125000 Penalty: 2864.212158
	Iteration 43F: 3 clusters Score -1583627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Entering Unmasked Estep 
Score: -390194.937500 Penalty: 1242.262451
	Iteration 0F: 2 clusters Score -390194.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -387007.406250 Penalty: 2484.524902
	Iteration 0F: 3 clusters Score -387007.4 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -388003.968750 Penalty: 2484.524902
	Iteration 1F: 3 clusters Score -388004 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -388271.906250 Penalty: 2484.524902
	Iteration 2F: 3 clusters Score -388271.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -388461.875000 Penalty: 2484.524902
	Iteration 3F: 3 clusters Score -388461.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -388608.187500 Penalty: 2484.524902
	Iteration 4Q: 3 clusters Score -388608.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -388734.875000 Penalty: 2484.524902
	Iteration 5Q: 3 clusters Score -388734.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -388832.656250 Penalty: 2484.524902
	Iteration 6Q: 3 clusters Score -388832.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -388913.781250 Penalty: 2484.524902
	Iteration 7Q: 3 clusters Score -388913.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -388966.906250 Penalty: 2484.524902
	Iteration 8Q: 3 clusters Score -388966.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -389016.750000 Penalty: 2484.524902
	Iteration 9Q: 3 clusters Score -389016.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -389080.406250 Penalty: 2484.524902
	Iteration 10Q: 3 clusters Score -389080.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -389152.906250 Penalty: 2484.524902
	Iteration 11Q: 3 clusters Score -389152.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -389216.250000 Penalty: 2484.524902
	Iteration 12Q: 3 clusters Score -389216.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -389281.437500 Penalty: 2484.524902
	Iteration 13Q: 3 clusters Score -389281.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -389374.312500 Penalty: 2484.524902
	Iteration 14Q: 3 clusters Score -389374.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -389507.281250 Penalty: 2484.524902
	Iteration 15Q: 3 clusters Score -389507.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -389614.343750 Penalty: 2484.524902
	Iteration 16Q: 3 clusters Score -389614.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -389731.125000 Penalty: 2484.524902
	Iteration 17Q: 3 clusters Score -389731.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -389819.156250 Penalty: 2484.524902
	Iteration 18Q: 3 clusters Score -389819.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -389910.468750 Penalty: 2484.524902
	Iteration 19Q: 3 clusters Score -389910.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -390046.812500 Penalty: 2484.524902
	Iteration 20F: 3 clusters Score -390046.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -390190.406250 Penalty: 2484.524902
	Iteration 21Q: 3 clusters Score -390190.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -390311.281250 Penalty: 2484.524902
	Iteration 22Q: 3 clusters Score -390311.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -390440.093750 Penalty: 2484.524902
	Iteration 23Q: 3 clusters Score -390440.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -390544.406250 Penalty: 2484.524902
	Iteration 24Q: 3 clusters Score -390544.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -390624.093750 Penalty: 2484.524902
	Iteration 25Q: 3 clusters Score -390624.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -390690.062500 Penalty: 2484.524902
	Iteration 26Q: 3 clusters Score -390690.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -390736.718750 Penalty: 2484.524902
	Iteration 27Q: 3 clusters Score -390736.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -390776.937500 Penalty: 2484.524902
	Iteration 28Q: 3 clusters Score -390776.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -390813.937500 Penalty: 2484.524902
	Iteration 29Q: 3 clusters Score -390813.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -390856.562500 Penalty: 2484.524902
	Iteration 30Q: 3 clusters Score -390856.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -390888.312500 Penalty: 2484.524902
	Iteration 31Q: 3 clusters Score -390888.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -390907.781250 Penalty: 2484.524902
	Iteration 32Q: 3 clusters Score -390907.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -390926.093750 Penalty: 2484.524902
	Iteration 33Q: 3 clusters Score -390926.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -390947.031250 Penalty: 2484.524902
	Iteration 34Q: 3 clusters Score -390947 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -390967.156250 Penalty: 2484.524902
	Iteration 35Q: 3 clusters Score -390967.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -390981.843750 Penalty: 2484.524902
	Iteration 36Q: 3 clusters Score -390981.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -390996.437500 Penalty: 2484.524902
	Iteration 37Q: 3 clusters Score -390996.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -391008.531250 Penalty: 2484.524902
	Iteration 38Q: 3 clusters Score -391008.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -391014.125000 Penalty: 2484.524902
	Iteration 39Q: 3 clusters Score -391014.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -391015.375000 Penalty: 2484.524902
	Iteration 40F: 3 clusters Score -391015.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -391017.031250 Penalty: 2484.524902
	Iteration 41Q: 3 clusters Score -391017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -391018.562500 Penalty: 2484.524902
	Iteration 42Q: 3 clusters Score -391018.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -391020.187500 Penalty: 2484.524902
	Iteration 43Q: 3 clusters Score -391020.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -391021.437500 Penalty: 2484.524902
	Iteration 44Q: 3 clusters Score -391021.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -391022.468750 Penalty: 2484.524902
	Iteration 45Q: 3 clusters Score -391022.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -391023.718750 Penalty: 2484.524902
	Iteration 46Q: 3 clusters Score -391023.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -391023.750000 Penalty: 2484.524902
	Iteration 47Q: 3 clusters Score -391023.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -391025.125000 Penalty: 2484.524902
	Iteration 48Q: 3 clusters Score -391025.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -391026.125000 Penalty: 2484.524902
	Iteration 49Q: 3 clusters Score -391026.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -391026.031250 Penalty: 2484.524902
	Iteration 50Q: 3 clusters Score -391026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -391026.375000 Penalty: 2484.524902
	Iteration 51Q: 3 clusters Score -391026.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -391027.875000 Penalty: 2484.524902
	Iteration 52Q: 3 clusters Score -391027.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -391027.875000 Penalty: 2484.524902
	Iteration 53F: 3 clusters Score -391027.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 47587 members 
Mstep: Class 2 contains 9583 members 
Mstep: Class 3 contains 4750 members 
Mstep: Class 4 contains 10091 members 
Mstep: Class 5 contains 6251 members 
Mstep: Class 6 contains 21798 members 
Mstep: Class 7 contains 12642 members 
Mstep: Class 8 contains 9100 members 
Mstep: Class 9 contains 2876 members 
Mstep: Class 10 contains 10437 members 
Mstep: Class 11 contains 16336 members 
Mstep: Class 12 contains 7375 members 
Mstep: Class 13 contains 46657 members 
Mstep: Class 14 contains 56181 members 
Mstep: Class 15 contains 4295 members 
Mstep: Class 16 contains 5642 members 
Mstep: Class 17 contains 35875 members 
Mstep: Class 18 contains 217 members 
Mstep: Class 19 contains 72397 members 
Mstep: Class 20 contains 131281 members 
Mstep: Class 21 contains 15129 members 
Mstep: Class 22 contains 3247 members 
Mstep: Class 23 contains 6317 members 
Mstep: Class 24 contains 17733 members 
Mstep: Class 25 contains 7326 members 
Mstep: Class 26 contains 17690 members 
Mstep: Class 27 contains 14931 members 
Mstep: Class 28 contains 13308 members 
Mstep: Class 29 contains 30193 members 
Mstep: Class 30 contains 8493 members 
Mstep: Class 31 contains 6413 members 
Mstep: Class 32 contains 11456 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 9701 members 
Mstep: Class 35 contains 13355 members 
Mstep: Class 36 contains 17702 members 
Mstep: Class 37 contains 37348 members 
Mstep: Class 38 contains 5063 members 
Mstep: Class 39 contains 2738 members 
Mstep: Class 40 contains 89797 members 
Mstep: Class 41 contains 22831 members 
Mstep: Class 42 contains 2427 members 
Mstep: Class 43 contains 28180 members 
Mstep: Class 44 contains 2298 members 
Mstep: Class 45 contains 977 members 
Entering Unmasked Estep 
Score: -88049096.000000 Penalty: 91801.750000
Splitting cluster 22 changes total score from -88011664.000000 to -88049096.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 23 (6317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Entering Unmasked Estep 
Score: -637824.875000 Penalty: 1302.148804
	Iteration 0F: 2 clusters Score -637824.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -633389.875000 Penalty: 2604.297607
	Iteration 0F: 3 clusters Score -633389.9 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -634794.937500 Penalty: 2604.297607
	Iteration 1F: 3 clusters Score -634794.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -635018.312500 Penalty: 2604.297607
	Iteration 2F: 3 clusters Score -635018.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -635148.312500 Penalty: 2604.297607
	Iteration 3Q: 3 clusters Score -635148.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -635228.062500 Penalty: 2604.297607
	Iteration 4Q: 3 clusters Score -635228.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -635293.187500 Penalty: 2604.297607
	Iteration 5Q: 3 clusters Score -635293.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -635343.250000 Penalty: 2604.297607
	Iteration 6Q: 3 clusters Score -635343.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -635384.125000 Penalty: 2604.297607
	Iteration 7Q: 3 clusters Score -635384.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -635427.312500 Penalty: 2604.297607
	Iteration 8Q: 3 clusters Score -635427.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -635465.500000 Penalty: 2604.297607
	Iteration 9Q: 3 clusters Score -635465.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -635504.687500 Penalty: 2604.297607
	Iteration 10Q: 3 clusters Score -635504.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -635549.250000 Penalty: 2604.297607
	Iteration 11Q: 3 clusters Score -635549.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -635597.312500 Penalty: 2604.297607
	Iteration 12Q: 3 clusters Score -635597.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -635645.375000 Penalty: 2604.297607
	Iteration 13Q: 3 clusters Score -635645.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -635700.062500 Penalty: 2604.297607
	Iteration 14Q: 3 clusters Score -635700.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -635752.312500 Penalty: 2604.297607
	Iteration 15Q: 3 clusters Score -635752.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -635800.500000 Penalty: 2604.297607
	Iteration 16Q: 3 clusters Score -635800.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -635842.687500 Penalty: 2604.297607
	Iteration 17Q: 3 clusters Score -635842.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -635886.312500 Penalty: 2604.297607
	Iteration 18Q: 3 clusters Score -635886.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -635934.750000 Penalty: 2604.297607
	Iteration 19Q: 3 clusters Score -635934.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -635979.562500 Penalty: 2604.297607
	Iteration 20F: 3 clusters Score -635979.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -636021.125000 Penalty: 2604.297607
	Iteration 21Q: 3 clusters Score -636021.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -636060.562500 Penalty: 2604.297607
	Iteration 22Q: 3 clusters Score -636060.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -636100.562500 Penalty: 2604.297607
	Iteration 23Q: 3 clusters Score -636100.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -636134.375000 Penalty: 2604.297607
	Iteration 24Q: 3 clusters Score -636134.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -636178.750000 Penalty: 2604.297607
	Iteration 25Q: 3 clusters Score -636178.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -636224.375000 Penalty: 2604.297607
	Iteration 26Q: 3 clusters Score -636224.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -636269.000000 Penalty: 2604.297607
	Iteration 27Q: 3 clusters Score -636269 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -636316.250000 Penalty: 2604.297607
	Iteration 28Q: 3 clusters Score -636316.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -636363.437500 Penalty: 2604.297607
	Iteration 29Q: 3 clusters Score -636363.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -636404.187500 Penalty: 2604.297607
	Iteration 30Q: 3 clusters Score -636404.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -636439.562500 Penalty: 2604.297607
	Iteration 31Q: 3 clusters Score -636439.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -636472.875000 Penalty: 2604.297607
	Iteration 32Q: 3 clusters Score -636472.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -636502.625000 Penalty: 2604.297607
	Iteration 33Q: 3 clusters Score -636502.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -636531.687500 Penalty: 2604.297607
	Iteration 34Q: 3 clusters Score -636531.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -636555.000000 Penalty: 2604.297607
	Iteration 35Q: 3 clusters Score -636555 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -636570.937500 Penalty: 2604.297607
	Iteration 36Q: 3 clusters Score -636570.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -636582.562500 Penalty: 2604.297607
	Iteration 37Q: 3 clusters Score -636582.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -636595.000000 Penalty: 2604.297607
	Iteration 38Q: 3 clusters Score -636595 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -636610.125000 Penalty: 2604.297607
	Iteration 39Q: 3 clusters Score -636610.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -636622.312500 Penalty: 2604.297607
	Iteration 40F: 3 clusters Score -636622.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -636634.562500 Penalty: 2604.297607
	Iteration 41Q: 3 clusters Score -636634.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -636646.937500 Penalty: 2604.297607
	Iteration 42Q: 3 clusters Score -636646.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -636653.687500 Penalty: 2604.297607
	Iteration 43Q: 3 clusters Score -636653.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -636659.812500 Penalty: 2604.297607
	Iteration 44Q: 3 clusters Score -636659.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -636662.312500 Penalty: 2604.297607
	Iteration 45Q: 3 clusters Score -636662.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -636666.375000 Penalty: 2604.297607
	Iteration 46Q: 3 clusters Score -636666.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -636670.062500 Penalty: 2604.297607
	Iteration 47Q: 3 clusters Score -636670.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -636672.250000 Penalty: 2604.297607
	Iteration 48Q: 3 clusters Score -636672.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -636673.562500 Penalty: 2604.297607
	Iteration 49Q: 3 clusters Score -636673.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -636676.375000 Penalty: 2604.297607
	Iteration 50Q: 3 clusters Score -636676.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -636683.562500 Penalty: 2604.297607
	Iteration 51Q: 3 clusters Score -636683.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -636687.500000 Penalty: 2604.297607
	Iteration 52Q: 3 clusters Score -636687.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -636692.625000 Penalty: 2604.297607
	Iteration 53Q: 3 clusters Score -636692.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -636698.687500 Penalty: 2604.297607
	Iteration 54Q: 3 clusters Score -636698.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -636705.250000 Penalty: 2604.297607
	Iteration 55Q: 3 clusters Score -636705.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -636710.562500 Penalty: 2604.297607
	Iteration 56Q: 3 clusters Score -636710.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -636717.500000 Penalty: 2604.297607
	Iteration 57Q: 3 clusters Score -636717.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -636720.687500 Penalty: 2604.297607
	Iteration 58Q: 3 clusters Score -636720.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -636724.687500 Penalty: 2604.297607
	Iteration 59Q: 3 clusters Score -636724.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -636727.437500 Penalty: 2604.297607
	Iteration 60F: 3 clusters Score -636727.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -636728.625000 Penalty: 2604.297607
	Iteration 61Q: 3 clusters Score -636728.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -636729.187500 Penalty: 2604.297607
	Iteration 62Q: 3 clusters Score -636729.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -636730.937500 Penalty: 2604.297607
	Iteration 63Q: 3 clusters Score -636730.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -636733.437500 Penalty: 2604.297607
	Iteration 64Q: 3 clusters Score -636733.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -636734.937500 Penalty: 2604.297607
	Iteration 65Q: 3 clusters Score -636734.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -636735.812500 Penalty: 2604.297607
	Iteration 66Q: 3 clusters Score -636735.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -636738.812500 Penalty: 2604.297607
	Iteration 67Q: 3 clusters Score -636738.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -636739.937500 Penalty: 2604.297607
	Iteration 68Q: 3 clusters Score -636739.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -636744.125000 Penalty: 2604.297607
	Iteration 69Q: 3 clusters Score -636744.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -636747.750000 Penalty: 2604.297607
	Iteration 70Q: 3 clusters Score -636747.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -636750.000000 Penalty: 2604.297607
	Iteration 71Q: 3 clusters Score -636750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -636753.125000 Penalty: 2604.297607
	Iteration 72Q: 3 clusters Score -636753.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -636752.750000 Penalty: 2604.297607
	Iteration 73Q: 3 clusters Score -636752.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -636753.750000 Penalty: 2604.297607
	Iteration 74Q: 3 clusters Score -636753.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -636757.687500 Penalty: 2604.297607
	Iteration 75Q: 3 clusters Score -636757.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -636759.000000 Penalty: 2604.297607
	Iteration 76Q: 3 clusters Score -636759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -636759.375000 Penalty: 2604.297607
	Iteration 77Q: 3 clusters Score -636759.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -636759.750000 Penalty: 2604.297607
	Iteration 78Q: 3 clusters Score -636759.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -636759.625000 Penalty: 2604.297607
	Iteration 79Q: 3 clusters Score -636759.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -636760.125000 Penalty: 2604.297607
	Iteration 80F: 3 clusters Score -636760.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -636760.312500 Penalty: 2604.297607
	Iteration 81Q: 3 clusters Score -636760.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -636760.562500 Penalty: 2604.297607
	Iteration 82Q: 3 clusters Score -636760.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -636761.562500 Penalty: 2604.297607
	Iteration 83Q: 3 clusters Score -636761.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -636761.812500 Penalty: 2604.297607
	Iteration 84Q: 3 clusters Score -636761.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -636763.625000 Penalty: 2604.297607
	Iteration 85Q: 3 clusters Score -636763.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -636764.437500 Penalty: 2604.297607
	Iteration 86Q: 3 clusters Score -636764.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -636764.812500 Penalty: 2604.297607
	Iteration 87Q: 3 clusters Score -636764.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -636767.937500 Penalty: 2604.297607
	Iteration 88Q: 3 clusters Score -636767.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -636769.750000 Penalty: 2604.297607
	Iteration 89Q: 3 clusters Score -636769.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -636770.625000 Penalty: 2604.297607
	Iteration 90Q: 3 clusters Score -636770.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -636769.875000 Penalty: 2604.297607
	Iteration 91Q: 3 clusters Score -636769.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -636772.062500 Penalty: 2604.297607
	Iteration 92Q: 3 clusters Score -636772.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -636774.062500 Penalty: 2604.297607
	Iteration 93Q: 3 clusters Score -636774.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -636775.000000 Penalty: 2604.297607
	Iteration 94Q: 3 clusters Score -636775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -636778.875000 Penalty: 2604.297607
	Iteration 95Q: 3 clusters Score -636778.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -636781.187500 Penalty: 2604.297607
	Iteration 96Q: 3 clusters Score -636781.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -636784.500000 Penalty: 2604.297607
	Iteration 97Q: 3 clusters Score -636784.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -636785.625000 Penalty: 2604.297607
	Iteration 98Q: 3 clusters Score -636785.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -636785.187500 Penalty: 2604.297607
	Iteration 99Q: 3 clusters Score -636785.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -636787.437500 Penalty: 2604.297607
	Iteration 100F: 3 clusters Score -636787.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -636788.562500 Penalty: 2604.297607
	Iteration 101Q: 3 clusters Score -636788.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -636791.187500 Penalty: 2604.297607
	Iteration 102Q: 3 clusters Score -636791.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -636791.000000 Penalty: 2604.297607
	Iteration 103Q: 3 clusters Score -636791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -636791.875000 Penalty: 2604.297607
	Iteration 104Q: 3 clusters Score -636791.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -636793.125000 Penalty: 2604.297607
	Iteration 105Q: 3 clusters Score -636793.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -636794.375000 Penalty: 2604.297607
	Iteration 106Q: 3 clusters Score -636794.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -636794.687500 Penalty: 2604.297607
	Iteration 107Q: 3 clusters Score -636794.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -636795.437500 Penalty: 2604.297607
	Iteration 108Q: 3 clusters Score -636795.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -636796.687500 Penalty: 2604.297607
	Iteration 109Q: 3 clusters Score -636796.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -636796.312500 Penalty: 2604.297607
	Iteration 110Q: 3 clusters Score -636796.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -636797.750000 Penalty: 2604.297607
	Iteration 111Q: 3 clusters Score -636797.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -636797.000000 Penalty: 2604.297607
	Iteration 112Q: 3 clusters Score -636797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -636797.000000 Penalty: 2604.297607
	Iteration 113F: 3 clusters Score -636797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (17733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Entering Unmasked Estep 
Score: -1767340.500000 Penalty: 1455.737549
	Iteration 0F: 2 clusters Score -1767340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1755721.625000 Penalty: 2911.475098
	Iteration 0F: 3 clusters Score -1755722 nChanged 7701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1759978.625000 Penalty: 2911.475098
	Iteration 1F: 3 clusters Score -1759979 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1760530.000000 Penalty: 2911.475098
	Iteration 2F: 3 clusters Score -1760530 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1761092.250000 Penalty: 2911.475098
	Iteration 3F: 3 clusters Score -1761092 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -1761714.000000 Penalty: 2911.475098
	Iteration 4F: 3 clusters Score -1761714 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -1762444.000000 Penalty: 2911.475098
	Iteration 5F: 3 clusters Score -1762444 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -1763201.125000 Penalty: 2911.475098
	Iteration 6F: 3 clusters Score -1763201 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -1763862.375000 Penalty: 2911.475098
	Iteration 7F: 3 clusters Score -1763862 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -1764462.500000 Penalty: 2911.475098
	Iteration 8Q: 3 clusters Score -1764462 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -1764957.625000 Penalty: 2911.475098
	Iteration 9Q: 3 clusters Score -1764958 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -1765331.875000 Penalty: 2911.475098
	Iteration 10Q: 3 clusters Score -1765332 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -1765576.125000 Penalty: 2911.475098
	Iteration 11Q: 3 clusters Score -1765576 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -1765736.625000 Penalty: 2911.475098
	Iteration 12Q: 3 clusters Score -1765737 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -1765849.375000 Penalty: 2911.475098
	Iteration 13Q: 3 clusters Score -1765849 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -1765934.250000 Penalty: 2911.475098
	Iteration 14Q: 3 clusters Score -1765934 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -1766001.125000 Penalty: 2911.475098
	Iteration 15Q: 3 clusters Score -1766001 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -1766058.250000 Penalty: 2911.475098
	Iteration 16Q: 3 clusters Score -1766058 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -1766111.250000 Penalty: 2911.475098
	Iteration 17Q: 3 clusters Score -1766111 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -1766147.500000 Penalty: 2911.475098
	Iteration 18Q: 3 clusters Score -1766148 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -1766164.500000 Penalty: 2911.475098
	Iteration 19Q: 3 clusters Score -1766164 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -1766186.125000 Penalty: 2911.475098
	Iteration 20F: 3 clusters Score -1766186 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -1766204.125000 Penalty: 2911.475098
	Iteration 21Q: 3 clusters Score -1766204 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -1766224.375000 Penalty: 2911.475098
	Iteration 22Q: 3 clusters Score -1766224 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -1766247.875000 Penalty: 2911.475098
	Iteration 23Q: 3 clusters Score -1766248 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -1766261.250000 Penalty: 2911.475098
	Iteration 24Q: 3 clusters Score -1766261 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -1766280.625000 Penalty: 2911.475098
	Iteration 25Q: 3 clusters Score -1766281 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -1766299.500000 Penalty: 2911.475098
	Iteration 26Q: 3 clusters Score -1766300 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -1766305.125000 Penalty: 2911.475098
	Iteration 27Q: 3 clusters Score -1766305 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -1766321.000000 Penalty: 2911.475098
	Iteration 28Q: 3 clusters Score -1766321 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -1766336.375000 Penalty: 2911.475098
	Iteration 29Q: 3 clusters Score -1766336 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -1766346.250000 Penalty: 2911.475098
	Iteration 30Q: 3 clusters Score -1766346 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -1766355.500000 Penalty: 2911.475098
	Iteration 31Q: 3 clusters Score -1766356 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -1766373.125000 Penalty: 2911.475098
	Iteration 32Q: 3 clusters Score -1766373 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -1766381.125000 Penalty: 2911.475098
	Iteration 33Q: 3 clusters Score -1766381 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -1766388.125000 Penalty: 2911.475098
	Iteration 34Q: 3 clusters Score -1766388 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -1766398.250000 Penalty: 2911.475098
	Iteration 35Q: 3 clusters Score -1766398 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -1766403.875000 Penalty: 2911.475098
	Iteration 36Q: 3 clusters Score -1766404 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -1766410.000000 Penalty: 2911.475098
	Iteration 37Q: 3 clusters Score -1766410 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -1766420.125000 Penalty: 2911.475098
	Iteration 38Q: 3 clusters Score -1766420 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -1766429.125000 Penalty: 2911.475098
	Iteration 39Q: 3 clusters Score -1766429 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -1766437.625000 Penalty: 2911.475098
	Iteration 40F: 3 clusters Score -1766438 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -1766450.375000 Penalty: 2911.475098
	Iteration 41Q: 3 clusters Score -1766450 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -1766463.250000 Penalty: 2911.475098
	Iteration 42Q: 3 clusters Score -1766463 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -1766472.750000 Penalty: 2911.475098
	Iteration 43Q: 3 clusters Score -1766473 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -1766491.625000 Penalty: 2911.475098
	Iteration 44Q: 3 clusters Score -1766492 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -1766500.750000 Penalty: 2911.475098
	Iteration 45Q: 3 clusters Score -1766501 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -1766503.750000 Penalty: 2911.475098
	Iteration 46Q: 3 clusters Score -1766504 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -1766515.500000 Penalty: 2911.475098
	Iteration 47Q: 3 clusters Score -1766516 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -1766523.250000 Penalty: 2911.475098
	Iteration 48Q: 3 clusters Score -1766523 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -1766526.375000 Penalty: 2911.475098
	Iteration 49Q: 3 clusters Score -1766526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -1766529.125000 Penalty: 2911.475098
	Iteration 50Q: 3 clusters Score -1766529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -1766531.125000 Penalty: 2911.475098
	Iteration 51Q: 3 clusters Score -1766531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -1766533.375000 Penalty: 2911.475098
	Iteration 52Q: 3 clusters Score -1766533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -1766531.375000 Penalty: 2911.475098
	Iteration 53Q: 3 clusters Score -1766531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -1766535.000000 Penalty: 2911.475098
	Iteration 54Q: 3 clusters Score -1766535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -1766536.750000 Penalty: 2911.475098
	Iteration 55Q: 3 clusters Score -1766537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -1766536.750000 Penalty: 2911.475098
	Iteration 56F: 3 clusters Score -1766537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Entering Unmasked Estep 
Score: -690388.000000 Penalty: 1324.198730
	Iteration 0F: 2 clusters Score -690388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -685297.812500 Penalty: 2648.397461
	Iteration 0F: 3 clusters Score -685297.8 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -687203.687500 Penalty: 2648.397461
	Iteration 1F: 3 clusters Score -687203.7 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -687908.250000 Penalty: 2648.397461
	Iteration 2F: 3 clusters Score -687908.2 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -688663.687500 Penalty: 2648.397461
	Iteration 3F: 3 clusters Score -688663.7 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -689484.312500 Penalty: 2648.397461
	Iteration 4F: 3 clusters Score -689484.3 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -690221.000000 Penalty: 2648.397461
	Iteration 5F: 3 clusters Score -690221 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -690724.500000 Penalty: 2648.397461
	Iteration 6F: 3 clusters Score -690724.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -690992.187500 Penalty: 2648.397461
	Iteration 7Q: 3 clusters Score -690992.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -691130.625000 Penalty: 2648.397461
	Iteration 8Q: 3 clusters Score -691130.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -691188.562500 Penalty: 2648.397461
	Iteration 9Q: 3 clusters Score -691188.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -691217.125000 Penalty: 2648.397461
	Iteration 10Q: 3 clusters Score -691217.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -691239.437500 Penalty: 2648.397461
	Iteration 11Q: 3 clusters Score -691239.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -691254.812500 Penalty: 2648.397461
	Iteration 12Q: 3 clusters Score -691254.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -691262.250000 Penalty: 2648.397461
	Iteration 13Q: 3 clusters Score -691262.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -691271.937500 Penalty: 2648.397461
	Iteration 14Q: 3 clusters Score -691271.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -691277.250000 Penalty: 2648.397461
	Iteration 15Q: 3 clusters Score -691277.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -691280.000000 Penalty: 2648.397461
	Iteration 16Q: 3 clusters Score -691280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -691281.750000 Penalty: 2648.397461
	Iteration 17Q: 3 clusters Score -691281.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -691282.187500 Penalty: 2648.397461
	Iteration 18Q: 3 clusters Score -691282.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -691284.562500 Penalty: 2648.397461
	Iteration 19Q: 3 clusters Score -691284.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -691284.687500 Penalty: 2648.397461
	Iteration 20F: 3 clusters Score -691284.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -691284.250000 Penalty: 2648.397461
	Iteration 21Q: 3 clusters Score -691284.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -691284.187500 Penalty: 2648.397461
	Iteration 22Q: 3 clusters Score -691284.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -691284.500000 Penalty: 2648.397461
	Iteration 23Q: 3 clusters Score -691284.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -691285.812500 Penalty: 2648.397461
	Iteration 24Q: 3 clusters Score -691285.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -691285.812500 Penalty: 2648.397461
	Iteration 25F: 3 clusters Score -691285.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 47587 members 
Mstep: Class 2 contains 9583 members 
Mstep: Class 3 contains 4750 members 
Mstep: Class 4 contains 10091 members 
Mstep: Class 5 contains 6251 members 
Mstep: Class 6 contains 21798 members 
Mstep: Class 7 contains 12642 members 
Mstep: Class 8 contains 9100 members 
Mstep: Class 9 contains 2876 members 
Mstep: Class 10 contains 10437 members 
Mstep: Class 11 contains 16336 members 
Mstep: Class 12 contains 7375 members 
Mstep: Class 13 contains 46657 members 
Mstep: Class 14 contains 56181 members 
Mstep: Class 15 contains 4295 members 
Mstep: Class 16 contains 5642 members 
Mstep: Class 17 contains 35875 members 
Mstep: Class 18 contains 217 members 
Mstep: Class 19 contains 72397 members 
Mstep: Class 20 contains 131281 members 
Mstep: Class 21 contains 15129 members 
Mstep: Class 22 contains 3247 members 
Mstep: Class 23 contains 6317 members 
Mstep: Class 24 contains 17733 members 
Mstep: Class 25 contains 3066 members 
Mstep: Class 26 contains 17690 members 
Mstep: Class 27 contains 14931 members 
Mstep: Class 28 contains 13308 members 
Mstep: Class 29 contains 30193 members 
Mstep: Class 30 contains 8493 members 
Mstep: Class 31 contains 6413 members 
Mstep: Class 32 contains 11456 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 9701 members 
Mstep: Class 35 contains 13355 members 
Mstep: Class 36 contains 17702 members 
Mstep: Class 37 contains 37348 members 
Mstep: Class 38 contains 5063 members 
Mstep: Class 39 contains 2738 members 
Mstep: Class 40 contains 89797 members 
Mstep: Class 41 contains 22831 members 
Mstep: Class 42 contains 2427 members 
Mstep: Class 43 contains 28180 members 
Mstep: Class 44 contains 2298 members 
Mstep: Class 45 contains 977 members 
Mstep: Class 46 contains 4260 members 
Entering Unmasked Estep 
Score: -88049248.000000 Penalty: 93841.789062
Splitting cluster 25 changes total score from -88011664.000000 to -88049248.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 26 (17690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Entering Unmasked Estep 
Score: -1858681.000000 Penalty: 1455.376343
	Iteration 0F: 2 clusters Score -1858681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1847130.875000 Penalty: 2910.752686
	Iteration 0F: 3 clusters Score -1847131 nChanged 7723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1851185.250000 Penalty: 2910.752686
	Iteration 1F: 3 clusters Score -1851185 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1851550.500000 Penalty: 2910.752686
	Iteration 2F: 3 clusters Score -1851550 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1851877.500000 Penalty: 2910.752686
	Iteration 3Q: 3 clusters Score -1851878 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1852253.875000 Penalty: 2910.752686
	Iteration 4Q: 3 clusters Score -1852254 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1852738.875000 Penalty: 2910.752686
	Iteration 5F: 3 clusters Score -1852739 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1853310.125000 Penalty: 2910.752686
	Iteration 6F: 3 clusters Score -1853310 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1853974.500000 Penalty: 2910.752686
	Iteration 7F: 3 clusters Score -1853974 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1854708.375000 Penalty: 2910.752686
	Iteration 8F: 3 clusters Score -1854708 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1855431.000000 Penalty: 2910.752686
	Iteration 9F: 3 clusters Score -1855431 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1856043.375000 Penalty: 2910.752686
	Iteration 10Q: 3 clusters Score -1856043 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1856505.500000 Penalty: 2910.752686
	Iteration 11Q: 3 clusters Score -1856506 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1856831.750000 Penalty: 2910.752686
	Iteration 12Q: 3 clusters Score -1856832 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1857046.625000 Penalty: 2910.752686
	Iteration 13Q: 3 clusters Score -1857047 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1857197.500000 Penalty: 2910.752686
	Iteration 14Q: 3 clusters Score -1857198 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1857297.875000 Penalty: 2910.752686
	Iteration 15Q: 3 clusters Score -1857298 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1857377.875000 Penalty: 2910.752686
	Iteration 16Q: 3 clusters Score -1857378 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1857427.125000 Penalty: 2910.752686
	Iteration 17Q: 3 clusters Score -1857427 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1857464.375000 Penalty: 2910.752686
	Iteration 18Q: 3 clusters Score -1857464 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1857503.375000 Penalty: 2910.752686
	Iteration 19Q: 3 clusters Score -1857503 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1857529.250000 Penalty: 2910.752686
	Iteration 20F: 3 clusters Score -1857529 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1857542.625000 Penalty: 2910.752686
	Iteration 21Q: 3 clusters Score -1857543 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1857561.750000 Penalty: 2910.752686
	Iteration 22Q: 3 clusters Score -1857562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1857568.875000 Penalty: 2910.752686
	Iteration 23Q: 3 clusters Score -1857569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1857575.375000 Penalty: 2910.752686
	Iteration 24Q: 3 clusters Score -1857575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1857577.250000 Penalty: 2910.752686
	Iteration 25Q: 3 clusters Score -1857577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1857579.750000 Penalty: 2910.752686
	Iteration 26Q: 3 clusters Score -1857580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1857587.125000 Penalty: 2910.752686
	Iteration 27Q: 3 clusters Score -1857587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1857588.500000 Penalty: 2910.752686
	Iteration 28Q: 3 clusters Score -1857588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1857589.000000 Penalty: 2910.752686
	Iteration 29Q: 3 clusters Score -1857589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1857589.875000 Penalty: 2910.752686
	Iteration 30Q: 3 clusters Score -1857590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1857589.875000 Penalty: 2910.752686
	Iteration 31F: 3 clusters Score -1857590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (14931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Entering Unmasked Estep 
Score: -1497111.125000 Penalty: 1430.145752
	Iteration 0F: 2 clusters Score -1497111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1487216.750000 Penalty: 2860.291504
	Iteration 0F: 3 clusters Score -1487217 nChanged 6439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1490724.500000 Penalty: 2860.291504
	Iteration 1F: 3 clusters Score -1490724 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1491107.500000 Penalty: 2860.291504
	Iteration 2F: 3 clusters Score -1491108 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1491430.875000 Penalty: 2860.291504
	Iteration 3F: 3 clusters Score -1491431 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1491699.625000 Penalty: 2860.291504
	Iteration 4Q: 3 clusters Score -1491700 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1491965.375000 Penalty: 2860.291504
	Iteration 5Q: 3 clusters Score -1491965 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1492223.625000 Penalty: 2860.291504
	Iteration 6Q: 3 clusters Score -1492224 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1492469.375000 Penalty: 2860.291504
	Iteration 7Q: 3 clusters Score -1492469 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1492715.125000 Penalty: 2860.291504
	Iteration 8Q: 3 clusters Score -1492715 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1492983.000000 Penalty: 2860.291504
	Iteration 9Q: 3 clusters Score -1492983 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1493252.000000 Penalty: 2860.291504
	Iteration 10Q: 3 clusters Score -1493252 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1493553.250000 Penalty: 2860.291504
	Iteration 11Q: 3 clusters Score -1493553 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1493879.625000 Penalty: 2860.291504
	Iteration 12Q: 3 clusters Score -1493880 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1494205.125000 Penalty: 2860.291504
	Iteration 13Q: 3 clusters Score -1494205 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1494518.875000 Penalty: 2860.291504
	Iteration 14Q: 3 clusters Score -1494519 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1494769.000000 Penalty: 2860.291504
	Iteration 15Q: 3 clusters Score -1494769 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1494939.750000 Penalty: 2860.291504
	Iteration 16Q: 3 clusters Score -1494940 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1495075.500000 Penalty: 2860.291504
	Iteration 17Q: 3 clusters Score -1495076 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1495202.750000 Penalty: 2860.291504
	Iteration 18Q: 3 clusters Score -1495203 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1495295.375000 Penalty: 2860.291504
	Iteration 19Q: 3 clusters Score -1495295 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1495387.500000 Penalty: 2860.291504
	Iteration 20F: 3 clusters Score -1495388 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1495477.375000 Penalty: 2860.291504
	Iteration 21Q: 3 clusters Score -1495477 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1495545.500000 Penalty: 2860.291504
	Iteration 22Q: 3 clusters Score -1495546 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1495606.375000 Penalty: 2860.291504
	Iteration 23Q: 3 clusters Score -1495606 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1495669.000000 Penalty: 2860.291504
	Iteration 24Q: 3 clusters Score -1495669 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1495729.375000 Penalty: 2860.291504
	Iteration 25Q: 3 clusters Score -1495729 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1495785.000000 Penalty: 2860.291504
	Iteration 26Q: 3 clusters Score -1495785 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1495825.500000 Penalty: 2860.291504
	Iteration 27Q: 3 clusters Score -1495826 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1495858.875000 Penalty: 2860.291504
	Iteration 28Q: 3 clusters Score -1495859 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1495893.500000 Penalty: 2860.291504
	Iteration 29Q: 3 clusters Score -1495894 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1495915.750000 Penalty: 2860.291504
	Iteration 30Q: 3 clusters Score -1495916 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1495933.000000 Penalty: 2860.291504
	Iteration 31Q: 3 clusters Score -1495933 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1495946.500000 Penalty: 2860.291504
	Iteration 32Q: 3 clusters Score -1495946 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1495954.750000 Penalty: 2860.291504
	Iteration 33Q: 3 clusters Score -1495955 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1495961.250000 Penalty: 2860.291504
	Iteration 34Q: 3 clusters Score -1495961 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1495970.625000 Penalty: 2860.291504
	Iteration 35Q: 3 clusters Score -1495971 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1495973.500000 Penalty: 2860.291504
	Iteration 36Q: 3 clusters Score -1495974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1495976.375000 Penalty: 2860.291504
	Iteration 37Q: 3 clusters Score -1495976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1495978.500000 Penalty: 2860.291504
	Iteration 38Q: 3 clusters Score -1495978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1495978.500000 Penalty: 2860.291504
	Iteration 39Q: 3 clusters Score -1495978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1495980.750000 Penalty: 2860.291504
	Iteration 40F: 3 clusters Score -1495981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1495981.625000 Penalty: 2860.291504
	Iteration 41Q: 3 clusters Score -1495982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1495984.125000 Penalty: 2860.291504
	Iteration 42Q: 3 clusters Score -1495984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1495986.250000 Penalty: 2860.291504
	Iteration 43Q: 3 clusters Score -1495986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1495989.000000 Penalty: 2860.291504
	Iteration 44Q: 3 clusters Score -1495989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1495988.500000 Penalty: 2860.291504
	Iteration 45Q: 3 clusters Score -1495988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1495991.000000 Penalty: 2860.291504
	Iteration 46Q: 3 clusters Score -1495991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1495991.000000 Penalty: 2860.291504
	Iteration 47F: 3 clusters Score -1495991 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (13308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Entering Unmasked Estep 
Score: -1350927.125000 Penalty: 1413.022705
	Iteration 0F: 2 clusters Score -1350927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1342155.875000 Penalty: 2826.045410
	Iteration 0F: 3 clusters Score -1342156 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1345169.625000 Penalty: 2826.045410
	Iteration 1F: 3 clusters Score -1345170 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1345456.125000 Penalty: 2826.045410
	Iteration 2F: 3 clusters Score -1345456 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1345704.375000 Penalty: 2826.045410
	Iteration 3Q: 3 clusters Score -1345704 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1345967.500000 Penalty: 2826.045410
	Iteration 4Q: 3 clusters Score -1345968 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1346281.750000 Penalty: 2826.045410
	Iteration 5Q: 3 clusters Score -1346282 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1346695.875000 Penalty: 2826.045410
	Iteration 6F: 3 clusters Score -1346696 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1347213.875000 Penalty: 2826.045410
	Iteration 7F: 3 clusters Score -1347214 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1347850.375000 Penalty: 2826.045410
	Iteration 8F: 3 clusters Score -1347850 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1348531.250000 Penalty: 2826.045410
	Iteration 9F: 3 clusters Score -1348531 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1349068.875000 Penalty: 2826.045410
	Iteration 10Q: 3 clusters Score -1349069 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1349384.250000 Penalty: 2826.045410
	Iteration 11Q: 3 clusters Score -1349384 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1349585.000000 Penalty: 2826.045410
	Iteration 12Q: 3 clusters Score -1349585 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1349702.500000 Penalty: 2826.045410
	Iteration 13Q: 3 clusters Score -1349702 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1349750.750000 Penalty: 2826.045410
	Iteration 14Q: 3 clusters Score -1349751 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1349789.250000 Penalty: 2826.045410
	Iteration 15Q: 3 clusters Score -1349789 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1349811.000000 Penalty: 2826.045410
	Iteration 16Q: 3 clusters Score -1349811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1349821.250000 Penalty: 2826.045410
	Iteration 17Q: 3 clusters Score -1349821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1349828.000000 Penalty: 2826.045410
	Iteration 18Q: 3 clusters Score -1349828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1349832.250000 Penalty: 2826.045410
	Iteration 19Q: 3 clusters Score -1349832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1349834.500000 Penalty: 2826.045410
	Iteration 20F: 3 clusters Score -1349834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1349838.875000 Penalty: 2826.045410
	Iteration 21Q: 3 clusters Score -1349839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1349839.875000 Penalty: 2826.045410
	Iteration 22Q: 3 clusters Score -1349840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1349843.375000 Penalty: 2826.045410
	Iteration 23Q: 3 clusters Score -1349843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1349842.625000 Penalty: 2826.045410
	Iteration 24Q: 3 clusters Score -1349843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1349842.625000 Penalty: 2826.045410
	Iteration 25F: 3 clusters Score -1349843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (30193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30193 members 
Entering Unmasked Estep 
Score: -3108100.750000 Penalty: 1534.926514
	Iteration 0F: 2 clusters Score -3108101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -3088397.000000 Penalty: 3069.853027
	Iteration 0F: 3 clusters Score -3088397 nChanged 13623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -3096171.500000 Penalty: 3069.853027
	Iteration 1F: 3 clusters Score -3096172 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -3096941.500000 Penalty: 3069.853027
	Iteration 2F: 3 clusters Score -3096942 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -3097826.750000 Penalty: 3069.853027
	Iteration 3F: 3 clusters Score -3097827 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -3098784.500000 Penalty: 3069.853027
	Iteration 4F: 3 clusters Score -3098784 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -3099835.750000 Penalty: 3069.853027
	Iteration 5F: 3 clusters Score -3099836 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -3101057.250000 Penalty: 3069.853027
	Iteration 6F: 3 clusters Score -3101057 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -3102706.000000 Penalty: 3069.853027
	Iteration 7F: 3 clusters Score -3102706 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -3105532.000000 Penalty: 3069.853027
	Iteration 8F: 3 clusters Score -3105532 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -3112314.500000 Penalty: 3069.853027
	Iteration 9F: 3 clusters Score -3112314 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -3126787.250000 Penalty: 3069.853027
	Iteration 10F: 3 clusters Score -3126787 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -3130399.000000 Penalty: 3069.853027
	Iteration 11Q: 3 clusters Score -3130399 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -3130458.000000 Penalty: 3069.853027
	Iteration 12Q: 3 clusters Score -3130458 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -3130488.250000 Penalty: 3069.853027
	Iteration 13Q: 3 clusters Score -3130488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -3130495.750000 Penalty: 3069.853027
	Iteration 14Q: 3 clusters Score -3130496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -3130496.750000 Penalty: 3069.853027
	Iteration 15Q: 3 clusters Score -3130497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -3130497.250000 Penalty: 3069.853027
	Iteration 16Q: 3 clusters Score -3130497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -3130498.250000 Penalty: 3069.853027
	Iteration 17Q: 3 clusters Score -3130498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -3130498.250000 Penalty: 3069.853027
	Iteration 18F: 3 clusters Score -3130498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 47587 members 
Mstep: Class 2 contains 9583 members 
Mstep: Class 3 contains 4750 members 
Mstep: Class 4 contains 10091 members 
Mstep: Class 5 contains 6251 members 
Mstep: Class 6 contains 21798 members 
Mstep: Class 7 contains 12642 members 
Mstep: Class 8 contains 9100 members 
Mstep: Class 9 contains 2876 members 
Mstep: Class 10 contains 10437 members 
Mstep: Class 11 contains 16336 members 
Mstep: Class 12 contains 7375 members 
Mstep: Class 13 contains 46657 members 
Mstep: Class 14 contains 56181 members 
Mstep: Class 15 contains 4295 members 
Mstep: Class 16 contains 5642 members 
Mstep: Class 17 contains 35875 members 
Mstep: Class 18 contains 217 members 
Mstep: Class 19 contains 72397 members 
Mstep: Class 20 contains 131281 members 
Mstep: Class 21 contains 15129 members 
Mstep: Class 22 contains 3247 members 
Mstep: Class 23 contains 6317 members 
Mstep: Class 24 contains 17733 members 
Mstep: Class 25 contains 3066 members 
Mstep: Class 26 contains 17690 members 
Mstep: Class 27 contains 14931 members 
Mstep: Class 28 contains 13308 members 
Mstep: Class 29 contains 19927 members 
Mstep: Class 30 contains 8493 members 
Mstep: Class 31 contains 6413 members 
Mstep: Class 32 contains 11456 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 9701 members 
Mstep: Class 35 contains 13355 members 
Mstep: Class 36 contains 17702 members 
Mstep: Class 37 contains 37348 members 
Mstep: Class 38 contains 5063 members 
Mstep: Class 39 contains 2738 members 
Mstep: Class 40 contains 89797 members 
Mstep: Class 41 contains 22831 members 
Mstep: Class 42 contains 2427 members 
Mstep: Class 43 contains 28180 members 
Mstep: Class 44 contains 2298 members 
Mstep: Class 45 contains 977 members 
Mstep: Class 46 contains 4260 members 
Mstep: Class 47 contains 10266 members 
Entering Unmasked Estep 
Score: -88070968.000000 Penalty: 95881.820312
Splitting cluster 29 changes total score from -88011664.000000 to -88070968.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 30 (8493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Entering Unmasked Estep 
Score: -883801.125000 Penalty: 1346.193359
	Iteration 0F: 2 clusters Score -883801.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -877987.812500 Penalty: 2692.386719
	Iteration 0F: 3 clusters Score -877987.8 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -879863.187500 Penalty: 2692.386719
	Iteration 1F: 3 clusters Score -879863.2 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -880164.500000 Penalty: 2692.386719
	Iteration 2F: 3 clusters Score -880164.5 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -880373.187500 Penalty: 2692.386719
	Iteration 3F: 3 clusters Score -880373.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -880552.750000 Penalty: 2692.386719
	Iteration 4Q: 3 clusters Score -880552.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -880733.312500 Penalty: 2692.386719
	Iteration 5Q: 3 clusters Score -880733.3 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -880962.187500 Penalty: 2692.386719
	Iteration 6Q: 3 clusters Score -880962.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -881205.375000 Penalty: 2692.386719
	Iteration 7Q: 3 clusters Score -881205.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -881461.187500 Penalty: 2692.386719
	Iteration 8Q: 3 clusters Score -881461.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -881739.875000 Penalty: 2692.386719
	Iteration 9Q: 3 clusters Score -881739.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -882014.875000 Penalty: 2692.386719
	Iteration 10Q: 3 clusters Score -882014.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -882273.187500 Penalty: 2692.386719
	Iteration 11Q: 3 clusters Score -882273.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -882499.687500 Penalty: 2692.386719
	Iteration 12Q: 3 clusters Score -882499.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -882693.687500 Penalty: 2692.386719
	Iteration 13Q: 3 clusters Score -882693.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -882836.625000 Penalty: 2692.386719
	Iteration 14Q: 3 clusters Score -882836.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -882921.187500 Penalty: 2692.386719
	Iteration 15Q: 3 clusters Score -882921.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -882969.625000 Penalty: 2692.386719
	Iteration 16Q: 3 clusters Score -882969.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -883008.812500 Penalty: 2692.386719
	Iteration 17Q: 3 clusters Score -883008.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -883041.437500 Penalty: 2692.386719
	Iteration 18Q: 3 clusters Score -883041.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -883052.187500 Penalty: 2692.386719
	Iteration 19Q: 3 clusters Score -883052.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -883067.375000 Penalty: 2692.386719
	Iteration 20F: 3 clusters Score -883067.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -883079.812500 Penalty: 2692.386719
	Iteration 21Q: 3 clusters Score -883079.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -883094.375000 Penalty: 2692.386719
	Iteration 22Q: 3 clusters Score -883094.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -883101.437500 Penalty: 2692.386719
	Iteration 23Q: 3 clusters Score -883101.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -883110.062500 Penalty: 2692.386719
	Iteration 24Q: 3 clusters Score -883110.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -883119.875000 Penalty: 2692.386719
	Iteration 25Q: 3 clusters Score -883119.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -883124.562500 Penalty: 2692.386719
	Iteration 26Q: 3 clusters Score -883124.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -883126.500000 Penalty: 2692.386719
	Iteration 27Q: 3 clusters Score -883126.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -883130.687500 Penalty: 2692.386719
	Iteration 28Q: 3 clusters Score -883130.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -883130.937500 Penalty: 2692.386719
	Iteration 29Q: 3 clusters Score -883130.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -883130.937500 Penalty: 2692.386719
	Iteration 30F: 3 clusters Score -883130.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -671802.000000 Penalty: 1304.393188
	Iteration 0F: 2 clusters Score -671802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -667158.062500 Penalty: 2608.786377
	Iteration 0F: 3 clusters Score -667158.1 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -668553.312500 Penalty: 2608.786377
	Iteration 1F: 3 clusters Score -668553.3 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -668789.500000 Penalty: 2608.786377
	Iteration 2F: 3 clusters Score -668789.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -668948.312500 Penalty: 2608.786377
	Iteration 3F: 3 clusters Score -668948.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -669078.500000 Penalty: 2608.786377
	Iteration 4Q: 3 clusters Score -669078.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -669196.812500 Penalty: 2608.786377
	Iteration 5Q: 3 clusters Score -669196.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -669319.375000 Penalty: 2608.786377
	Iteration 6Q: 3 clusters Score -669319.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -669455.500000 Penalty: 2608.786377
	Iteration 7Q: 3 clusters Score -669455.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -669611.000000 Penalty: 2608.786377
	Iteration 8Q: 3 clusters Score -669611 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -669750.875000 Penalty: 2608.786377
	Iteration 9Q: 3 clusters Score -669750.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -669888.250000 Penalty: 2608.786377
	Iteration 10Q: 3 clusters Score -669888.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -670005.625000 Penalty: 2608.786377
	Iteration 11Q: 3 clusters Score -670005.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -670124.875000 Penalty: 2608.786377
	Iteration 12Q: 3 clusters Score -670124.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -670213.500000 Penalty: 2608.786377
	Iteration 13Q: 3 clusters Score -670213.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -670298.500000 Penalty: 2608.786377
	Iteration 14Q: 3 clusters Score -670298.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -670369.125000 Penalty: 2608.786377
	Iteration 15Q: 3 clusters Score -670369.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -670432.500000 Penalty: 2608.786377
	Iteration 16Q: 3 clusters Score -670432.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -670483.937500 Penalty: 2608.786377
	Iteration 17Q: 3 clusters Score -670483.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -670513.750000 Penalty: 2608.786377
	Iteration 18Q: 3 clusters Score -670513.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -670547.000000 Penalty: 2608.786377
	Iteration 19Q: 3 clusters Score -670547 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -670578.437500 Penalty: 2608.786377
	Iteration 20F: 3 clusters Score -670578.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -670605.187500 Penalty: 2608.786377
	Iteration 21Q: 3 clusters Score -670605.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -670632.500000 Penalty: 2608.786377
	Iteration 22Q: 3 clusters Score -670632.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -670654.625000 Penalty: 2608.786377
	Iteration 23Q: 3 clusters Score -670654.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -670665.687500 Penalty: 2608.786377
	Iteration 24Q: 3 clusters Score -670665.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -670679.687500 Penalty: 2608.786377
	Iteration 25Q: 3 clusters Score -670679.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -670692.750000 Penalty: 2608.786377
	Iteration 26Q: 3 clusters Score -670692.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -670707.375000 Penalty: 2608.786377
	Iteration 27Q: 3 clusters Score -670707.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -670716.250000 Penalty: 2608.786377
	Iteration 28Q: 3 clusters Score -670716.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -670722.250000 Penalty: 2608.786377
	Iteration 29Q: 3 clusters Score -670722.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -670727.062500 Penalty: 2608.786377
	Iteration 30Q: 3 clusters Score -670727.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -670732.312500 Penalty: 2608.786377
	Iteration 31Q: 3 clusters Score -670732.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -670741.437500 Penalty: 2608.786377
	Iteration 32Q: 3 clusters Score -670741.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -670751.062500 Penalty: 2608.786377
	Iteration 33Q: 3 clusters Score -670751.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -670756.687500 Penalty: 2608.786377
	Iteration 34Q: 3 clusters Score -670756.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -670764.250000 Penalty: 2608.786377
	Iteration 35Q: 3 clusters Score -670764.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -670768.500000 Penalty: 2608.786377
	Iteration 36Q: 3 clusters Score -670768.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -670772.125000 Penalty: 2608.786377
	Iteration 37Q: 3 clusters Score -670772.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -670771.812500 Penalty: 2608.786377
	Iteration 38Q: 3 clusters Score -670771.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -670772.625000 Penalty: 2608.786377
	Iteration 39Q: 3 clusters Score -670772.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -670772.625000 Penalty: 2608.786377
	Iteration 40F: 3 clusters Score -670772.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Entering Unmasked Estep 
Score: -1204402.875000 Penalty: 1390.724854
	Iteration 0F: 2 clusters Score -1204403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1196776.000000 Penalty: 2781.449707
	Iteration 0F: 3 clusters Score -1196776 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1199266.000000 Penalty: 2781.449707
	Iteration 1F: 3 clusters Score -1199266 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1199548.000000 Penalty: 2781.449707
	Iteration 2F: 3 clusters Score -1199548 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1199746.500000 Penalty: 2781.449707
	Iteration 3Q: 3 clusters Score -1199746 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1199903.125000 Penalty: 2781.449707
	Iteration 4Q: 3 clusters Score -1199903 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1200064.750000 Penalty: 2781.449707
	Iteration 5Q: 3 clusters Score -1200065 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1200203.500000 Penalty: 2781.449707
	Iteration 6Q: 3 clusters Score -1200204 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1200348.000000 Penalty: 2781.449707
	Iteration 7Q: 3 clusters Score -1200348 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1200508.000000 Penalty: 2781.449707
	Iteration 8Q: 3 clusters Score -1200508 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1200690.750000 Penalty: 2781.449707
	Iteration 9Q: 3 clusters Score -1200691 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1200880.250000 Penalty: 2781.449707
	Iteration 10Q: 3 clusters Score -1200880 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1201077.250000 Penalty: 2781.449707
	Iteration 11Q: 3 clusters Score -1201077 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1201257.125000 Penalty: 2781.449707
	Iteration 12Q: 3 clusters Score -1201257 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1201452.375000 Penalty: 2781.449707
	Iteration 13Q: 3 clusters Score -1201452 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1201623.750000 Penalty: 2781.449707
	Iteration 14Q: 3 clusters Score -1201624 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1201757.500000 Penalty: 2781.449707
	Iteration 15Q: 3 clusters Score -1201758 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1201863.875000 Penalty: 2781.449707
	Iteration 16Q: 3 clusters Score -1201864 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1201944.750000 Penalty: 2781.449707
	Iteration 17Q: 3 clusters Score -1201945 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1202008.500000 Penalty: 2781.449707
	Iteration 18Q: 3 clusters Score -1202008 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1202054.500000 Penalty: 2781.449707
	Iteration 19Q: 3 clusters Score -1202054 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1202089.125000 Penalty: 2781.449707
	Iteration 20F: 3 clusters Score -1202089 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1202107.375000 Penalty: 2781.449707
	Iteration 21Q: 3 clusters Score -1202107 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1202123.625000 Penalty: 2781.449707
	Iteration 22Q: 3 clusters Score -1202124 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1202141.500000 Penalty: 2781.449707
	Iteration 23Q: 3 clusters Score -1202142 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1202158.375000 Penalty: 2781.449707
	Iteration 24Q: 3 clusters Score -1202158 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1202171.500000 Penalty: 2781.449707
	Iteration 25Q: 3 clusters Score -1202172 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1202191.000000 Penalty: 2781.449707
	Iteration 26Q: 3 clusters Score -1202191 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1202201.250000 Penalty: 2781.449707
	Iteration 27Q: 3 clusters Score -1202201 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1202210.125000 Penalty: 2781.449707
	Iteration 28Q: 3 clusters Score -1202210 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1202217.500000 Penalty: 2781.449707
	Iteration 29Q: 3 clusters Score -1202218 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1202223.625000 Penalty: 2781.449707
	Iteration 30Q: 3 clusters Score -1202224 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1202232.250000 Penalty: 2781.449707
	Iteration 31Q: 3 clusters Score -1202232 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1202238.500000 Penalty: 2781.449707
	Iteration 32Q: 3 clusters Score -1202238 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1202241.875000 Penalty: 2781.449707
	Iteration 33Q: 3 clusters Score -1202242 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1202242.375000 Penalty: 2781.449707
	Iteration 34Q: 3 clusters Score -1202242 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1202244.375000 Penalty: 2781.449707
	Iteration 35Q: 3 clusters Score -1202244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1202249.250000 Penalty: 2781.449707
	Iteration 36Q: 3 clusters Score -1202249 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1202252.250000 Penalty: 2781.449707
	Iteration 37Q: 3 clusters Score -1202252 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1202255.500000 Penalty: 2781.449707
	Iteration 38Q: 3 clusters Score -1202256 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1202256.250000 Penalty: 2781.449707
	Iteration 39Q: 3 clusters Score -1202256 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1202258.250000 Penalty: 2781.449707
	Iteration 40F: 3 clusters Score -1202258 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1202262.625000 Penalty: 2781.449707
	Iteration 41Q: 3 clusters Score -1202263 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1202263.375000 Penalty: 2781.449707
	Iteration 42Q: 3 clusters Score -1202263 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1202265.000000 Penalty: 2781.449707
	Iteration 43Q: 3 clusters Score -1202265 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1202269.375000 Penalty: 2781.449707
	Iteration 44Q: 3 clusters Score -1202269 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1202272.625000 Penalty: 2781.449707
	Iteration 45Q: 3 clusters Score -1202273 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1202278.250000 Penalty: 2781.449707
	Iteration 46Q: 3 clusters Score -1202278 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1202278.750000 Penalty: 2781.449707
	Iteration 47Q: 3 clusters Score -1202279 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1202283.125000 Penalty: 2781.449707
	Iteration 48Q: 3 clusters Score -1202283 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1202286.125000 Penalty: 2781.449707
	Iteration 49Q: 3 clusters Score -1202286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1202288.250000 Penalty: 2781.449707
	Iteration 50Q: 3 clusters Score -1202288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1202290.250000 Penalty: 2781.449707
	Iteration 51Q: 3 clusters Score -1202290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1202289.250000 Penalty: 2781.449707
	Iteration 52Q: 3 clusters Score -1202289 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1202293.250000 Penalty: 2781.449707
	Iteration 53Q: 3 clusters Score -1202293 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1202295.000000 Penalty: 2781.449707
	Iteration 54Q: 3 clusters Score -1202295 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1202295.500000 Penalty: 2781.449707
	Iteration 55Q: 3 clusters Score -1202296 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1202300.750000 Penalty: 2781.449707
	Iteration 56Q: 3 clusters Score -1202301 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1202299.500000 Penalty: 2781.449707
	Iteration 57Q: 3 clusters Score -1202300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1202303.750000 Penalty: 2781.449707
	Iteration 58Q: 3 clusters Score -1202304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1202305.250000 Penalty: 2781.449707
	Iteration 59Q: 3 clusters Score -1202305 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1202305.000000 Penalty: 2781.449707
	Iteration 60F: 3 clusters Score -1202305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1202306.250000 Penalty: 2781.449707
	Iteration 61Q: 3 clusters Score -1202306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1202308.875000 Penalty: 2781.449707
	Iteration 62Q: 3 clusters Score -1202309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1202310.625000 Penalty: 2781.449707
	Iteration 63Q: 3 clusters Score -1202311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1202308.625000 Penalty: 2781.449707
	Iteration 64Q: 3 clusters Score -1202309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1202311.875000 Penalty: 2781.449707
	Iteration 65Q: 3 clusters Score -1202312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1202316.250000 Penalty: 2781.449707
	Iteration 66Q: 3 clusters Score -1202316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1202312.750000 Penalty: 2781.449707
	Iteration 67Q: 3 clusters Score -1202313 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1202314.250000 Penalty: 2781.449707
	Iteration 68Q: 3 clusters Score -1202314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1202314.375000 Penalty: 2781.449707
	Iteration 69Q: 3 clusters Score -1202314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1202315.875000 Penalty: 2781.449707
	Iteration 70Q: 3 clusters Score -1202316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1202315.000000 Penalty: 2781.449707
	Iteration 71Q: 3 clusters Score -1202315 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1202322.000000 Penalty: 2781.449707
	Iteration 72Q: 3 clusters Score -1202322 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1202324.250000 Penalty: 2781.449707
	Iteration 73Q: 3 clusters Score -1202324 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1202328.125000 Penalty: 2781.449707
	Iteration 74Q: 3 clusters Score -1202328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1202330.750000 Penalty: 2781.449707
	Iteration 75Q: 3 clusters Score -1202331 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1202330.625000 Penalty: 2781.449707
	Iteration 76Q: 3 clusters Score -1202331 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1202336.750000 Penalty: 2781.449707
	Iteration 77Q: 3 clusters Score -1202337 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1202339.375000 Penalty: 2781.449707
	Iteration 78Q: 3 clusters Score -1202339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1202340.375000 Penalty: 2781.449707
	Iteration 79Q: 3 clusters Score -1202340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1202336.625000 Penalty: 2781.449707
	Iteration 80F: 3 clusters Score -1202337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1202338.875000 Penalty: 2781.449707
	Iteration 81Q: 3 clusters Score -1202339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1202340.500000 Penalty: 2781.449707
	Iteration 82Q: 3 clusters Score -1202340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1202342.250000 Penalty: 2781.449707
	Iteration 83Q: 3 clusters Score -1202342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1202347.000000 Penalty: 2781.449707
	Iteration 84Q: 3 clusters Score -1202347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1202348.125000 Penalty: 2781.449707
	Iteration 85Q: 3 clusters Score -1202348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1202345.750000 Penalty: 2781.449707
	Iteration 86Q: 3 clusters Score -1202346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1202346.750000 Penalty: 2781.449707
	Iteration 87Q: 3 clusters Score -1202347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1202349.750000 Penalty: 2781.449707
	Iteration 88Q: 3 clusters Score -1202350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1202351.500000 Penalty: 2781.449707
	Iteration 89Q: 3 clusters Score -1202352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1202354.250000 Penalty: 2781.449707
	Iteration 90Q: 3 clusters Score -1202354 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1202354.375000 Penalty: 2781.449707
	Iteration 91Q: 3 clusters Score -1202354 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1202358.375000 Penalty: 2781.449707
	Iteration 92Q: 3 clusters Score -1202358 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1202357.250000 Penalty: 2781.449707
	Iteration 93Q: 3 clusters Score -1202357 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1202362.625000 Penalty: 2781.449707
	Iteration 94Q: 3 clusters Score -1202363 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1202366.500000 Penalty: 2781.449707
	Iteration 95Q: 3 clusters Score -1202366 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1202371.125000 Penalty: 2781.449707
	Iteration 96Q: 3 clusters Score -1202371 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1202379.625000 Penalty: 2781.449707
	Iteration 97Q: 3 clusters Score -1202380 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1202384.125000 Penalty: 2781.449707
	Iteration 98Q: 3 clusters Score -1202384 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1202391.000000 Penalty: 2781.449707
	Iteration 99Q: 3 clusters Score -1202391 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1202395.625000 Penalty: 2781.449707
	Iteration 100F: 3 clusters Score -1202396 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1202401.375000 Penalty: 2781.449707
	Iteration 101Q: 3 clusters Score -1202401 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1202405.375000 Penalty: 2781.449707
	Iteration 102Q: 3 clusters Score -1202405 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1202408.500000 Penalty: 2781.449707
	Iteration 103Q: 3 clusters Score -1202408 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1202411.625000 Penalty: 2781.449707
	Iteration 104Q: 3 clusters Score -1202412 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1202417.125000 Penalty: 2781.449707
	Iteration 105Q: 3 clusters Score -1202417 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1202420.625000 Penalty: 2781.449707
	Iteration 106Q: 3 clusters Score -1202421 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1202419.500000 Penalty: 2781.449707
	Iteration 107Q: 3 clusters Score -1202420 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1202425.750000 Penalty: 2781.449707
	Iteration 108Q: 3 clusters Score -1202426 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1202427.250000 Penalty: 2781.449707
	Iteration 109Q: 3 clusters Score -1202427 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1202432.250000 Penalty: 2781.449707
	Iteration 110Q: 3 clusters Score -1202432 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1202440.250000 Penalty: 2781.449707
	Iteration 111Q: 3 clusters Score -1202440 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1202445.875000 Penalty: 2781.449707
	Iteration 112Q: 3 clusters Score -1202446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1202446.750000 Penalty: 2781.449707
	Iteration 113Q: 3 clusters Score -1202447 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1202446.625000 Penalty: 2781.449707
	Iteration 114Q: 3 clusters Score -1202447 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1202453.500000 Penalty: 2781.449707
	Iteration 115Q: 3 clusters Score -1202454 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1202457.500000 Penalty: 2781.449707
	Iteration 116Q: 3 clusters Score -1202458 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1202459.250000 Penalty: 2781.449707
	Iteration 117Q: 3 clusters Score -1202459 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1202464.125000 Penalty: 2781.449707
	Iteration 118Q: 3 clusters Score -1202464 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1202467.375000 Penalty: 2781.449707
	Iteration 119Q: 3 clusters Score -1202467 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1202478.125000 Penalty: 2781.449707
	Iteration 120F: 3 clusters Score -1202478 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1202488.625000 Penalty: 2781.449707
	Iteration 121Q: 3 clusters Score -1202489 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1202496.625000 Penalty: 2781.449707
	Iteration 122Q: 3 clusters Score -1202497 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1202504.500000 Penalty: 2781.449707
	Iteration 123Q: 3 clusters Score -1202504 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1202516.875000 Penalty: 2781.449707
	Iteration 124Q: 3 clusters Score -1202517 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1202522.750000 Penalty: 2781.449707
	Iteration 125Q: 3 clusters Score -1202523 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1202538.125000 Penalty: 2781.449707
	Iteration 126Q: 3 clusters Score -1202538 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1202548.375000 Penalty: 2781.449707
	Iteration 127Q: 3 clusters Score -1202548 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1202564.750000 Penalty: 2781.449707
	Iteration 128Q: 3 clusters Score -1202565 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1202577.875000 Penalty: 2781.449707
	Iteration 129Q: 3 clusters Score -1202578 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1202599.875000 Penalty: 2781.449707
	Iteration 130Q: 3 clusters Score -1202600 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1202621.125000 Penalty: 2781.449707
	Iteration 131Q: 3 clusters Score -1202621 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1202639.750000 Penalty: 2781.449707
	Iteration 132Q: 3 clusters Score -1202640 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1202662.500000 Penalty: 2781.449707
	Iteration 133Q: 3 clusters Score -1202662 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1202683.125000 Penalty: 2781.449707
	Iteration 134Q: 3 clusters Score -1202683 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1202703.875000 Penalty: 2781.449707
	Iteration 135Q: 3 clusters Score -1202704 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1202730.750000 Penalty: 2781.449707
	Iteration 136Q: 3 clusters Score -1202731 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1202760.250000 Penalty: 2781.449707
	Iteration 137Q: 3 clusters Score -1202760 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1202785.750000 Penalty: 2781.449707
	Iteration 138Q: 3 clusters Score -1202786 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1202817.625000 Penalty: 2781.449707
	Iteration 139Q: 3 clusters Score -1202818 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1202852.250000 Penalty: 2781.449707
	Iteration 140F: 3 clusters Score -1202852 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1202887.875000 Penalty: 2781.449707
	Iteration 141Q: 3 clusters Score -1202888 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1202918.625000 Penalty: 2781.449707
	Iteration 142Q: 3 clusters Score -1202919 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1202948.875000 Penalty: 2781.449707
	Iteration 143Q: 3 clusters Score -1202949 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1202976.875000 Penalty: 2781.449707
	Iteration 144Q: 3 clusters Score -1202977 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1203000.375000 Penalty: 2781.449707
	Iteration 145Q: 3 clusters Score -1203000 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -1203029.125000 Penalty: 2781.449707
	Iteration 146Q: 3 clusters Score -1203029 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1203057.125000 Penalty: 2781.449707
	Iteration 147Q: 3 clusters Score -1203057 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1203075.250000 Penalty: 2781.449707
	Iteration 148Q: 3 clusters Score -1203075 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -1203088.625000 Penalty: 2781.449707
	Iteration 149Q: 3 clusters Score -1203089 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1203101.000000 Penalty: 2781.449707
	Iteration 150Q: 3 clusters Score -1203101 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1203114.000000 Penalty: 2781.449707
	Iteration 151Q: 3 clusters Score -1203114 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1203121.125000 Penalty: 2781.449707
	Iteration 152Q: 3 clusters Score -1203121 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1203136.750000 Penalty: 2781.449707
	Iteration 153Q: 3 clusters Score -1203137 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1203141.625000 Penalty: 2781.449707
	Iteration 154Q: 3 clusters Score -1203142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1203149.000000 Penalty: 2781.449707
	Iteration 155Q: 3 clusters Score -1203149 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1203155.000000 Penalty: 2781.449707
	Iteration 156Q: 3 clusters Score -1203155 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1203165.250000 Penalty: 2781.449707
	Iteration 157Q: 3 clusters Score -1203165 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1203170.500000 Penalty: 2781.449707
	Iteration 158Q: 3 clusters Score -1203170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1203178.250000 Penalty: 2781.449707
	Iteration 159Q: 3 clusters Score -1203178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1203182.500000 Penalty: 2781.449707
	Iteration 160F: 3 clusters Score -1203182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1203187.625000 Penalty: 2781.449707
	Iteration 161Q: 3 clusters Score -1203188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1203194.000000 Penalty: 2781.449707
	Iteration 162Q: 3 clusters Score -1203194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1203200.375000 Penalty: 2781.449707
	Iteration 163Q: 3 clusters Score -1203200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -1203203.625000 Penalty: 2781.449707
	Iteration 164Q: 3 clusters Score -1203204 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1203214.875000 Penalty: 2781.449707
	Iteration 165Q: 3 clusters Score -1203215 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1203226.000000 Penalty: 2781.449707
	Iteration 166Q: 3 clusters Score -1203226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1203235.875000 Penalty: 2781.449707
	Iteration 167Q: 3 clusters Score -1203236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -1203240.000000 Penalty: 2781.449707
	Iteration 168Q: 3 clusters Score -1203240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -1203246.375000 Penalty: 2781.449707
	Iteration 169Q: 3 clusters Score -1203246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1203248.500000 Penalty: 2781.449707
	Iteration 170Q: 3 clusters Score -1203248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1203250.500000 Penalty: 2781.449707
	Iteration 171Q: 3 clusters Score -1203250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1203252.875000 Penalty: 2781.449707
	Iteration 172Q: 3 clusters Score -1203253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1203258.125000 Penalty: 2781.449707
	Iteration 173Q: 3 clusters Score -1203258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1203259.000000 Penalty: 2781.449707
	Iteration 174Q: 3 clusters Score -1203259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1203261.750000 Penalty: 2781.449707
	Iteration 175Q: 3 clusters Score -1203262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -1203261.500000 Penalty: 2781.449707
	Iteration 176Q: 3 clusters Score -1203262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1203263.875000 Penalty: 2781.449707
	Iteration 177Q: 3 clusters Score -1203264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1203265.500000 Penalty: 2781.449707
	Iteration 178Q: 3 clusters Score -1203266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1203266.500000 Penalty: 2781.449707
	Iteration 179Q: 3 clusters Score -1203266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1203271.625000 Penalty: 2781.449707
	Iteration 180F: 3 clusters Score -1203272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1203275.250000 Penalty: 2781.449707
	Iteration 181Q: 3 clusters Score -1203275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1203278.250000 Penalty: 2781.449707
	Iteration 182Q: 3 clusters Score -1203278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -1203279.375000 Penalty: 2781.449707
	Iteration 183Q: 3 clusters Score -1203279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1203280.000000 Penalty: 2781.449707
	Iteration 184Q: 3 clusters Score -1203280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1203279.875000 Penalty: 2781.449707
	Iteration 185Q: 3 clusters Score -1203280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1203282.250000 Penalty: 2781.449707
	Iteration 186Q: 3 clusters Score -1203282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1203285.625000 Penalty: 2781.449707
	Iteration 187Q: 3 clusters Score -1203286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1203288.250000 Penalty: 2781.449707
	Iteration 188Q: 3 clusters Score -1203288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1203291.750000 Penalty: 2781.449707
	Iteration 189Q: 3 clusters Score -1203292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1203293.500000 Penalty: 2781.449707
	Iteration 190Q: 3 clusters Score -1203294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1203295.000000 Penalty: 2781.449707
	Iteration 191Q: 3 clusters Score -1203295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1203297.375000 Penalty: 2781.449707
	Iteration 192Q: 3 clusters Score -1203297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1203298.125000 Penalty: 2781.449707
	Iteration 193Q: 3 clusters Score -1203298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1203298.125000 Penalty: 2781.449707
	Iteration 194F: 3 clusters Score -1203298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Entering Unmasked Estep 
Score: -340624.843750 Penalty: 1223.635864
	Iteration 0F: 2 clusters Score -340624.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -337757.312500 Penalty: 2447.271729
	Iteration 0F: 3 clusters Score -337757.3 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -338886.906250 Penalty: 2447.271729
	Iteration 1F: 3 clusters Score -338886.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -339246.750000 Penalty: 2447.271729
	Iteration 2F: 3 clusters Score -339246.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -339511.531250 Penalty: 2447.271729
	Iteration 3F: 3 clusters Score -339511.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -339780.937500 Penalty: 2447.271729
	Iteration 4F: 3 clusters Score -339780.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -340058.875000 Penalty: 2447.271729
	Iteration 5F: 3 clusters Score -340058.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -340287.062500 Penalty: 2447.271729
	Iteration 6F: 3 clusters Score -340287.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -340466.500000 Penalty: 2447.271729
	Iteration 7Q: 3 clusters Score -340466.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -340586.093750 Penalty: 2447.271729
	Iteration 8Q: 3 clusters Score -340586.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -340673.250000 Penalty: 2447.271729
	Iteration 9Q: 3 clusters Score -340673.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -340755.062500 Penalty: 2447.271729
	Iteration 10Q: 3 clusters Score -340755.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -340859.468750 Penalty: 2447.271729
	Iteration 11Q: 3 clusters Score -340859.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -341046.468750 Penalty: 2447.271729
	Iteration 12Q: 3 clusters Score -341046.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -341231.781250 Penalty: 2447.271729
	Iteration 13Q: 3 clusters Score -341231.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -341314.281250 Penalty: 2447.271729
	Iteration 14Q: 3 clusters Score -341314.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -341375.750000 Penalty: 2447.271729
	Iteration 15Q: 3 clusters Score -341375.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -341434.062500 Penalty: 2447.271729
	Iteration 16Q: 3 clusters Score -341434.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -341490.281250 Penalty: 2447.271729
	Iteration 17Q: 3 clusters Score -341490.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -341549.375000 Penalty: 2447.271729
	Iteration 18Q: 3 clusters Score -341549.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -341627.062500 Penalty: 2447.271729
	Iteration 19Q: 3 clusters Score -341627.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -341714.468750 Penalty: 2447.271729
	Iteration 20F: 3 clusters Score -341714.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -341801.500000 Penalty: 2447.271729
	Iteration 21Q: 3 clusters Score -341801.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -341898.062500 Penalty: 2447.271729
	Iteration 22Q: 3 clusters Score -341898.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -341970.468750 Penalty: 2447.271729
	Iteration 23Q: 3 clusters Score -341970.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -342005.718750 Penalty: 2447.271729
	Iteration 24Q: 3 clusters Score -342005.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -342023.812500 Penalty: 2447.271729
	Iteration 25Q: 3 clusters Score -342023.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -342033.312500 Penalty: 2447.271729
	Iteration 26Q: 3 clusters Score -342033.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -342042.093750 Penalty: 2447.271729
	Iteration 27Q: 3 clusters Score -342042.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -342048.031250 Penalty: 2447.271729
	Iteration 28Q: 3 clusters Score -342048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -342054.593750 Penalty: 2447.271729
	Iteration 29Q: 3 clusters Score -342054.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -342056.593750 Penalty: 2447.271729
	Iteration 30Q: 3 clusters Score -342056.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -342059.937500 Penalty: 2447.271729
	Iteration 31Q: 3 clusters Score -342059.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -342059.937500 Penalty: 2447.271729
	Iteration 32Q: 3 clusters Score -342059.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -342059.937500 Penalty: 2447.271729
	Iteration 33F: 3 clusters Score -342059.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 47587 members 
Mstep: Class 2 contains 9583 members 
Mstep: Class 3 contains 4750 members 
Mstep: Class 4 contains 10091 members 
Mstep: Class 5 contains 6251 members 
Mstep: Class 6 contains 21798 members 
Mstep: Class 7 contains 12642 members 
Mstep: Class 8 contains 9100 members 
Mstep: Class 9 contains 2876 members 
Mstep: Class 10 contains 10437 members 
Mstep: Class 11 contains 16336 members 
Mstep: Class 12 contains 7375 members 
Mstep: Class 13 contains 46657 members 
Mstep: Class 14 contains 56181 members 
Mstep: Class 15 contains 4295 members 
Mstep: Class 16 contains 5642 members 
Mstep: Class 17 contains 35875 members 
Mstep: Class 18 contains 217 members 
Mstep: Class 19 contains 72397 members 
Mstep: Class 20 contains 131281 members 
Mstep: Class 21 contains 15129 members 
Mstep: Class 22 contains 3247 members 
Mstep: Class 23 contains 6317 members 
Mstep: Class 24 contains 17733 members 
Mstep: Class 25 contains 3066 members 
Mstep: Class 26 contains 17690 members 
Mstep: Class 27 contains 14931 members 
Mstep: Class 28 contains 13308 members 
Mstep: Class 29 contains 19927 members 
Mstep: Class 30 contains 8493 members 
Mstep: Class 31 contains 6413 members 
Mstep: Class 32 contains 11456 members 
Mstep: Class 33 contains 3195 members 
Mstep: Class 34 contains 9701 members 
Mstep: Class 35 contains 13355 members 
Mstep: Class 36 contains 17702 members 
Mstep: Class 37 contains 37348 members 
Mstep: Class 38 contains 5063 members 
Mstep: Class 39 contains 2738 members 
Mstep: Class 40 contains 89797 members 
Mstep: Class 41 contains 22831 members 
Mstep: Class 42 contains 2427 members 
Mstep: Class 43 contains 28180 members 
Mstep: Class 44 contains 2298 members 
Mstep: Class 45 contains 977 members 
Mstep: Class 46 contains 4260 members 
Mstep: Class 47 contains 10266 members 
Mstep: Class 48 contains 532 members 
Entering Unmasked Estep 
Score: -88071664.000000 Penalty: 97921.867188
Splitting cluster 33 changes total score from -88011664.000000 to -88071664.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 34 (9701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Entering Unmasked Estep 
Score: -958647.875000 Penalty: 1365.981689
	Iteration 0F: 2 clusters Score -958647.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -952187.187500 Penalty: 2731.963379
	Iteration 0F: 3 clusters Score -952187.2 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -954447.750000 Penalty: 2731.963379
	Iteration 1F: 3 clusters Score -954447.8 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -954796.000000 Penalty: 2731.963379
	Iteration 2F: 3 clusters Score -954796 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -955076.750000 Penalty: 2731.963379
	Iteration 3F: 3 clusters Score -955076.8 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -955339.750000 Penalty: 2731.963379
	Iteration 4Q: 3 clusters Score -955339.8 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -955606.375000 Penalty: 2731.963379
	Iteration 5Q: 3 clusters Score -955606.4 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -955831.750000 Penalty: 2731.963379
	Iteration 6Q: 3 clusters Score -955831.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -956011.875000 Penalty: 2731.963379
	Iteration 7Q: 3 clusters Score -956011.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -956216.250000 Penalty: 2731.963379
	Iteration 8Q: 3 clusters Score -956216.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -956405.312500 Penalty: 2731.963379
	Iteration 9Q: 3 clusters Score -956405.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -956595.875000 Penalty: 2731.963379
	Iteration 10Q: 3 clusters Score -956595.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -956784.875000 Penalty: 2731.963379
	Iteration 11Q: 3 clusters Score -956784.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -956917.937500 Penalty: 2731.963379
	Iteration 12Q: 3 clusters Score -956917.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -957023.812500 Penalty: 2731.963379
	Iteration 13Q: 3 clusters Score -957023.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -957102.500000 Penalty: 2731.963379
	Iteration 14Q: 3 clusters Score -957102.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -957175.812500 Penalty: 2731.963379
	Iteration 15Q: 3 clusters Score -957175.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -957239.187500 Penalty: 2731.963379
	Iteration 16Q: 3 clusters Score -957239.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -957304.000000 Penalty: 2731.963379
	Iteration 17Q: 3 clusters Score -957304 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -957366.687500 Penalty: 2731.963379
	Iteration 18Q: 3 clusters Score -957366.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -957429.562500 Penalty: 2731.963379
	Iteration 19Q: 3 clusters Score -957429.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -957502.625000 Penalty: 2731.963379
	Iteration 20F: 3 clusters Score -957502.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -957584.000000 Penalty: 2731.963379
	Iteration 21Q: 3 clusters Score -957584 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -957662.187500 Penalty: 2731.963379
	Iteration 22Q: 3 clusters Score -957662.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -957746.812500 Penalty: 2731.963379
	Iteration 23Q: 3 clusters Score -957746.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -957823.562500 Penalty: 2731.963379
	Iteration 24Q: 3 clusters Score -957823.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -957898.000000 Penalty: 2731.963379
	Iteration 25Q: 3 clusters Score -957898 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -957963.062500 Penalty: 2731.963379
	Iteration 26Q: 3 clusters Score -957963.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -958010.500000 Penalty: 2731.963379
	Iteration 27Q: 3 clusters Score -958010.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -958056.187500 Penalty: 2731.963379
	Iteration 28Q: 3 clusters Score -958056.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -958090.937500 Penalty: 2731.963379
	Iteration 29Q: 3 clusters Score -958090.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -958109.937500 Penalty: 2731.963379
	Iteration 30Q: 3 clusters Score -958109.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -958119.687500 Penalty: 2731.963379
	Iteration 31Q: 3 clusters Score -958119.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -958125.500000 Penalty: 2731.963379
	Iteration 32Q: 3 clusters Score -958125.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -958134.187500 Penalty: 2731.963379
	Iteration 33Q: 3 clusters Score -958134.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -958144.500000 Penalty: 2731.963379
	Iteration 34Q: 3 clusters Score -958144.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -958153.125000 Penalty: 2731.963379
	Iteration 35Q: 3 clusters Score -958153.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -958161.500000 Penalty: 2731.963379
	Iteration 36Q: 3 clusters Score -958161.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -958163.750000 Penalty: 2731.963379
	Iteration 37Q: 3 clusters Score -958163.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -958169.687500 Penalty: 2731.963379
	Iteration 38Q: 3 clusters Score -958169.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -958171.125000 Penalty: 2731.963379
	Iteration 39Q: 3 clusters Score -958171.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -958172.187500 Penalty: 2731.963379
	Iteration 40F: 3 clusters Score -958172.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -958173.812500 Penalty: 2731.963379
	Iteration 41Q: 3 clusters Score -958173.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -958176.625000 Penalty: 2731.963379
	Iteration 42Q: 3 clusters Score -958176.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -958177.375000 Penalty: 2731.963379
	Iteration 43Q: 3 clusters Score -958177.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -958180.875000 Penalty: 2731.963379
	Iteration 44Q: 3 clusters Score -958180.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -958182.187500 Penalty: 2731.963379
	Iteration 45Q: 3 clusters Score -958182.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -958183.187500 Penalty: 2731.963379
	Iteration 46Q: 3 clusters Score -958183.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -958184.875000 Penalty: 2731.963379
	Iteration 47Q: 3 clusters Score -958184.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -958184.500000 Penalty: 2731.963379
	Iteration 48Q: 3 clusters Score -958184.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -958183.875000 Penalty: 2731.963379
	Iteration 49Q: 3 clusters Score -958183.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -958183.875000 Penalty: 2731.963379
	Iteration 50F: 3 clusters Score -958183.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (13355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Entering Unmasked Estep 
Score: -1273366.375000 Penalty: 1413.547363
	Iteration 0F: 2 clusters Score -1273366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1264428.375000 Penalty: 2827.094727
	Iteration 0F: 3 clusters Score -1264428 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1267530.625000 Penalty: 2827.094727
	Iteration 1F: 3 clusters Score -1267531 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1267899.375000 Penalty: 2827.094727
	Iteration 2F: 3 clusters Score -1267899 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1268189.375000 Penalty: 2827.094727
	Iteration 3Q: 3 clusters Score -1268189 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1268439.875000 Penalty: 2827.094727
	Iteration 4Q: 3 clusters Score -1268440 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1268693.500000 Penalty: 2827.094727
	Iteration 5Q: 3 clusters Score -1268694 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1268982.250000 Penalty: 2827.094727
	Iteration 6Q: 3 clusters Score -1268982 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1269350.000000 Penalty: 2827.094727
	Iteration 7Q: 3 clusters Score -1269350 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1269762.000000 Penalty: 2827.094727
	Iteration 8Q: 3 clusters Score -1269762 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1270254.625000 Penalty: 2827.094727
	Iteration 9F: 3 clusters Score -1270255 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1270775.500000 Penalty: 2827.094727
	Iteration 10Q: 3 clusters Score -1270776 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1271279.750000 Penalty: 2827.094727
	Iteration 11Q: 3 clusters Score -1271280 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1271648.500000 Penalty: 2827.094727
	Iteration 12Q: 3 clusters Score -1271648 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1271881.000000 Penalty: 2827.094727
	Iteration 13Q: 3 clusters Score -1271881 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1272003.250000 Penalty: 2827.094727
	Iteration 14Q: 3 clusters Score -1272003 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1272086.375000 Penalty: 2827.094727
	Iteration 15Q: 3 clusters Score -1272086 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1272130.000000 Penalty: 2827.094727
	Iteration 16Q: 3 clusters Score -1272130 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1272153.875000 Penalty: 2827.094727
	Iteration 17Q: 3 clusters Score -1272154 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1272172.625000 Penalty: 2827.094727
	Iteration 18Q: 3 clusters Score -1272173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1272182.750000 Penalty: 2827.094727
	Iteration 19Q: 3 clusters Score -1272183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1272197.375000 Penalty: 2827.094727
	Iteration 20F: 3 clusters Score -1272197 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1272214.500000 Penalty: 2827.094727
	Iteration 21Q: 3 clusters Score -1272214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1272223.375000 Penalty: 2827.094727
	Iteration 22Q: 3 clusters Score -1272223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1272230.625000 Penalty: 2827.094727
	Iteration 23Q: 3 clusters Score -1272231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1272236.000000 Penalty: 2827.094727
	Iteration 24Q: 3 clusters Score -1272236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1272237.375000 Penalty: 2827.094727
	Iteration 25Q: 3 clusters Score -1272237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1272237.375000 Penalty: 2827.094727
	Iteration 26F: 3 clusters Score -1272237 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (17702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Entering Unmasked Estep 
Score: -1845956.375000 Penalty: 1455.477295
	Iteration 0F: 2 clusters Score -1845956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1834334.000000 Penalty: 2910.954590
	Iteration 0F: 3 clusters Score -1834334 nChanged 7707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1838564.875000 Penalty: 2910.954590
	Iteration 1F: 3 clusters Score -1838565 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1839062.875000 Penalty: 2910.954590
	Iteration 2F: 3 clusters Score -1839063 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1839554.875000 Penalty: 2910.954590
	Iteration 3F: 3 clusters Score -1839555 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -1840146.875000 Penalty: 2910.954590
	Iteration 4F: 3 clusters Score -1840147 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -1840878.500000 Penalty: 2910.954590
	Iteration 5F: 3 clusters Score -1840878 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -1841768.375000 Penalty: 2910.954590
	Iteration 6F: 3 clusters Score -1841768 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -1842673.500000 Penalty: 2910.954590
	Iteration 7F: 3 clusters Score -1842674 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -1843397.000000 Penalty: 2910.954590
	Iteration 8Q: 3 clusters Score -1843397 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -1843876.500000 Penalty: 2910.954590
	Iteration 9Q: 3 clusters Score -1843876 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -1844169.125000 Penalty: 2910.954590
	Iteration 10Q: 3 clusters Score -1844169 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -1844354.250000 Penalty: 2910.954590
	Iteration 11Q: 3 clusters Score -1844354 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -1844492.125000 Penalty: 2910.954590
	Iteration 12Q: 3 clusters Score -1844492 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -1844579.625000 Penalty: 2910.954590
	Iteration 13Q: 3 clusters Score -1844580 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -1844624.500000 Penalty: 2910.954590
	Iteration 14Q: 3 clusters Score -1844624 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -1844650.750000 Penalty: 2910.954590
	Iteration 15Q: 3 clusters Score -1844651 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -1844673.875000 Penalty: 2910.954590
	Iteration 16Q: 3 clusters Score -1844674 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -1844683.500000 Penalty: 2910.954590
	Iteration 17Q: 3 clusters Score -1844684 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -1844702.000000 Penalty: 2910.954590
	Iteration 18Q: 3 clusters Score -1844702 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -1844715.750000 Penalty: 2910.954590
	Iteration 19Q: 3 clusters Score -1844716 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -1844732.875000 Penalty: 2910.954590
	Iteration 20F: 3 clusters Score -1844733 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -1844744.750000 Penalty: 2910.954590
	Iteration 21Q: 3 clusters Score -1844745 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -1844753.125000 Penalty: 2910.954590
	Iteration 22Q: 3 clusters Score -1844753 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -1844765.750000 Penalty: 2910.954590
	Iteration 23Q: 3 clusters Score -1844766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -1844771.500000 Penalty: 2910.954590
	Iteration 24Q: 3 clusters Score -1844772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -1844781.750000 Penalty: 2910.954590
	Iteration 25Q: 3 clusters Score -1844782 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -1844793.750000 Penalty: 2910.954590
	Iteration 26Q: 3 clusters Score -1844794 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -1844796.250000 Penalty: 2910.954590
	Iteration 27Q: 3 clusters Score -1844796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -1844806.500000 Penalty: 2910.954590
	Iteration 28Q: 3 clusters Score -1844806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -1844810.625000 Penalty: 2910.954590
	Iteration 29Q: 3 clusters Score -1844811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -1844814.500000 Penalty: 2910.954590
	Iteration 30Q: 3 clusters Score -1844814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -1844812.875000 Penalty: 2910.954590
	Iteration 31Q: 3 clusters Score -1844813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -1844816.875000 Penalty: 2910.954590
	Iteration 32Q: 3 clusters Score -1844817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -1844816.000000 Penalty: 2910.954590
	Iteration 33Q: 3 clusters Score -1844816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -1844820.250000 Penalty: 2910.954590
	Iteration 34Q: 3 clusters Score -1844820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -1844820.750000 Penalty: 2910.954590
	Iteration 35Q: 3 clusters Score -1844821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -1844820.125000 Penalty: 2910.954590
	Iteration 36Q: 3 clusters Score -1844820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -1844820.250000 Penalty: 2910.954590
	Iteration 37Q: 3 clusters Score -1844820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -1844818.875000 Penalty: 2910.954590
	Iteration 38Q: 3 clusters Score -1844819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -1844823.125000 Penalty: 2910.954590
	Iteration 39Q: 3 clusters Score -1844823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -1844824.000000 Penalty: 2910.954590
	Iteration 40F: 3 clusters Score -1844824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -1844827.250000 Penalty: 2910.954590
	Iteration 41Q: 3 clusters Score -1844827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -1844829.250000 Penalty: 2910.954590
	Iteration 42Q: 3 clusters Score -1844829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -1844831.375000 Penalty: 2910.954590
	Iteration 43Q: 3 clusters Score -1844831 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -1844835.375000 Penalty: 2910.954590
	Iteration 44Q: 3 clusters Score -1844835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -1844836.750000 Penalty: 2910.954590
	Iteration 45Q: 3 clusters Score -1844837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -1844837.875000 Penalty: 2910.954590
	Iteration 46Q: 3 clusters Score -1844838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -1844845.000000 Penalty: 2910.954590
	Iteration 47Q: 3 clusters Score -1844845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -1844843.375000 Penalty: 2910.954590
	Iteration 48Q: 3 clusters Score -1844843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -1844843.750000 Penalty: 2910.954590
	Iteration 49Q: 3 clusters Score -1844844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -1844845.125000 Penalty: 2910.954590
	Iteration 50Q: 3 clusters Score -1844845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -1844845.375000 Penalty: 2910.954590
	Iteration 51Q: 3 clusters Score -1844845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -1844843.625000 Penalty: 2910.954590
	Iteration 52Q: 3 clusters Score -1844844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -1844845.375000 Penalty: 2910.954590
	Iteration 53Q: 3 clusters Score -1844845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -1844845.750000 Penalty: 2910.954590
	Iteration 54Q: 3 clusters Score -1844846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -1844850.250000 Penalty: 2910.954590
	Iteration 55Q: 3 clusters Score -1844850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -1844852.750000 Penalty: 2910.954590
	Iteration 56Q: 3 clusters Score -1844853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -1844852.750000 Penalty: 2910.954590
	Iteration 57F: 3 clusters Score -1844853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (37348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37348 members 
Entering Unmasked Estep 
Score: -3854156.250000 Penalty: 1566.571533
	Iteration 0F: 2 clusters Score -3854156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -3829839.750000 Penalty: 3133.143066
	Iteration 0F: 3 clusters Score -3829840 nChanged 16973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -3839395.750000 Penalty: 3133.143066
	Iteration 1F: 3 clusters Score -3839396 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -3840198.500000 Penalty: 3133.143066
	Iteration 2F: 3 clusters Score -3840198 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -3841073.250000 Penalty: 3133.143066
	Iteration 3F: 3 clusters Score -3841073 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -3842084.750000 Penalty: 3133.143066
	Iteration 4F: 3 clusters Score -3842085 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -3843229.000000 Penalty: 3133.143066
	Iteration 5F: 3 clusters Score -3843229 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -3844435.000000 Penalty: 3133.143066
	Iteration 6F: 3 clusters Score -3844435 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -3845696.000000 Penalty: 3133.143066
	Iteration 7F: 3 clusters Score -3845696 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -3846969.250000 Penalty: 3133.143066
	Iteration 8F: 3 clusters Score -3846969 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25451 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -3848245.000000 Penalty: 3133.143066
	Iteration 9Q: 3 clusters Score -3848245 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26710 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -3849372.250000 Penalty: 3133.143066
	Iteration 10Q: 3 clusters Score -3849372 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27898 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -3850410.750000 Penalty: 3133.143066
	Iteration 11Q: 3 clusters Score -3850411 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28940 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -3851317.250000 Penalty: 3133.143066
	Iteration 12Q: 3 clusters Score -3851317 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29772 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -3851928.000000 Penalty: 3133.143066
	Iteration 13Q: 3 clusters Score -3851928 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30412 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -3852334.500000 Penalty: 3133.143066
	Iteration 14Q: 3 clusters Score -3852334 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30904 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -3852598.000000 Penalty: 3133.143066
	Iteration 15Q: 3 clusters Score -3852598 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31311 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -3852791.250000 Penalty: 3133.143066
	Iteration 16Q: 3 clusters Score -3852791 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31663 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -3852938.500000 Penalty: 3133.143066
	Iteration 17Q: 3 clusters Score -3852938 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31957 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -3853049.500000 Penalty: 3133.143066
	Iteration 18Q: 3 clusters Score -3853050 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32221 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -3853126.000000 Penalty: 3133.143066
	Iteration 19Q: 3 clusters Score -3853126 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32442 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -3853213.750000 Penalty: 3133.143066
	Iteration 20F: 3 clusters Score -3853214 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32615 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -3853263.250000 Penalty: 3133.143066
	Iteration 21Q: 3 clusters Score -3853263 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32768 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -3853307.250000 Penalty: 3133.143066
	Iteration 22Q: 3 clusters Score -3853307 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32903 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -3853324.250000 Penalty: 3133.143066
	Iteration 23Q: 3 clusters Score -3853324 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33037 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -3853362.500000 Penalty: 3133.143066
	Iteration 24Q: 3 clusters Score -3853362 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33181 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -3853396.500000 Penalty: 3133.143066
	Iteration 25Q: 3 clusters Score -3853396 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33312 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -3853431.750000 Penalty: 3133.143066
	Iteration 26Q: 3 clusters Score -3853432 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33432 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -3853461.500000 Penalty: 3133.143066
	Iteration 27Q: 3 clusters Score -3853462 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33534 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -3853482.750000 Penalty: 3133.143066
	Iteration 28Q: 3 clusters Score -3853483 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33637 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -3853502.750000 Penalty: 3133.143066
	Iteration 29Q: 3 clusters Score -3853503 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33726 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -3853539.750000 Penalty: 3133.143066
	Iteration 30Q: 3 clusters Score -3853540 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33814 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -3853566.000000 Penalty: 3133.143066
	Iteration 31Q: 3 clusters Score -3853566 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33876 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -3853582.000000 Penalty: 3133.143066
	Iteration 32Q: 3 clusters Score -3853582 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33936 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -3853590.750000 Penalty: 3133.143066
	Iteration 33Q: 3 clusters Score -3853591 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33989 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -3853598.250000 Penalty: 3133.143066
	Iteration 34Q: 3 clusters Score -3853598 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34041 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -3853609.000000 Penalty: 3133.143066
	Iteration 35Q: 3 clusters Score -3853609 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34081 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -3853622.250000 Penalty: 3133.143066
	Iteration 36Q: 3 clusters Score -3853622 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34119 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -3853616.250000 Penalty: 3133.143066
	Iteration 37Q: 3 clusters Score -3853616 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34147 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -3853637.250000 Penalty: 3133.143066
	Iteration 38Q: 3 clusters Score -3853637 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34183 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -3853637.750000 Penalty: 3133.143066
	Iteration 39Q: 3 clusters Score -3853638 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34211 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -3853647.750000 Penalty: 3133.143066
	Iteration 40F: 3 clusters Score -3853648 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34239 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -3853659.000000 Penalty: 3133.143066
	Iteration 41Q: 3 clusters Score -3853659 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34275 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -3853667.250000 Penalty: 3133.143066
	Iteration 42Q: 3 clusters Score -3853667 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34308 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -3853676.750000 Penalty: 3133.143066
	Iteration 43Q: 3 clusters Score -3853677 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34341 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -3853679.000000 Penalty: 3133.143066
	Iteration 44Q: 3 clusters Score -3853679 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34371 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -3853683.500000 Penalty: 3133.143066
	Iteration 45Q: 3 clusters Score -3853684 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34394 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -3853684.000000 Penalty: 3133.143066
	Iteration 46Q: 3 clusters Score -3853684 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34417 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -3853686.750000 Penalty: 3133.143066
	Iteration 47Q: 3 clusters Score -3853687 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34437 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -3853694.500000 Penalty: 3133.143066
	Iteration 48Q: 3 clusters Score -3853694 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34454 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -3853701.750000 Penalty: 3133.143066
	Iteration 49Q: 3 clusters Score -3853702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34465 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -3853704.000000 Penalty: 3133.143066
	Iteration 50Q: 3 clusters Score -3853704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34475 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -3853708.500000 Penalty: 3133.143066
	Iteration 51Q: 3 clusters Score -3853708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34486 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -3853710.250000 Penalty: 3133.143066
	Iteration 52Q: 3 clusters Score -3853710 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34498 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -3853710.500000 Penalty: 3133.143066
	Iteration 53Q: 3 clusters Score -3853710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34506 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -3853718.750000 Penalty: 3133.143066
	Iteration 54Q: 3 clusters Score -3853719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34509 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -3853714.500000 Penalty: 3133.143066
	Iteration 55Q: 3 clusters Score -3853714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34509 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -3853715.500000 Penalty: 3133.143066
	Iteration 56Q: 3 clusters Score -3853716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34510 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -3853715.750000 Penalty: 3133.143066
	Iteration 57Q: 3 clusters Score -3853716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34510 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -3853715.750000 Penalty: 3133.143066
	Iteration 58F: 3 clusters Score -3853716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (5063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Entering Unmasked Estep 
Score: -476402.468750 Penalty: 1269.221558
	Iteration 0F: 2 clusters Score -476402.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -472698.906250 Penalty: 2538.443115
	Iteration 0F: 3 clusters Score -472698.9 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -474029.812500 Penalty: 2538.443115
	Iteration 1F: 3 clusters Score -474029.8 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -474437.218750 Penalty: 2538.443115
	Iteration 2F: 3 clusters Score -474437.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -474818.906250 Penalty: 2538.443115
	Iteration 3F: 3 clusters Score -474818.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -475128.937500 Penalty: 2538.443115
	Iteration 4F: 3 clusters Score -475128.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -475356.250000 Penalty: 2538.443115
	Iteration 5F: 3 clusters Score -475356.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -475523.562500 Penalty: 2538.443115
	Iteration 6Q: 3 clusters Score -475523.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -475649.031250 Penalty: 2538.443115
	Iteration 7Q: 3 clusters Score -475649 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -475730.250000 Penalty: 2538.443115
	Iteration 8Q: 3 clusters Score -475730.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -475778.781250 Penalty: 2538.443115
	Iteration 9Q: 3 clusters Score -475778.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -475814.031250 Penalty: 2538.443115
	Iteration 10Q: 3 clusters Score -475814 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -475839.812500 Penalty: 2538.443115
	Iteration 11Q: 3 clusters Score -475839.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -475862.281250 Penalty: 2538.443115
	Iteration 12Q: 3 clusters Score -475862.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -475879.750000 Penalty: 2538.443115
	Iteration 13Q: 3 clusters Score -475879.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -475899.062500 Penalty: 2538.443115
	Iteration 14Q: 3 clusters Score -475899.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -475910.718750 Penalty: 2538.443115
	Iteration 15Q: 3 clusters Score -475910.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -475918.156250 Penalty: 2538.443115
	Iteration 16Q: 3 clusters Score -475918.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -475925.500000 Penalty: 2538.443115
	Iteration 17Q: 3 clusters Score -475925.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -475930.031250 Penalty: 2538.443115
	Iteration 18Q: 3 clusters Score -475930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -475934.062500 Penalty: 2538.443115
	Iteration 19Q: 3 clusters Score -475934.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -475934.406250 Penalty: 2538.443115
	Iteration 20F: 3 clusters Score -475934.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -475936.843750 Penalty: 2538.443115
	Iteration 21Q: 3 clusters Score -475936.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -475938.437500 Penalty: 2538.443115
	Iteration 22Q: 3 clusters Score -475938.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -475940.375000 Penalty: 2538.443115
	Iteration 23Q: 3 clusters Score -475940.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -475943.843750 Penalty: 2538.443115
	Iteration 24Q: 3 clusters Score -475943.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -475947.718750 Penalty: 2538.443115
	Iteration 25Q: 3 clusters Score -475947.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -475948.062500 Penalty: 2538.443115
	Iteration 26Q: 3 clusters Score -475948.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -475949.125000 Penalty: 2538.443115
	Iteration 27Q: 3 clusters Score -475949.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -475950.093750 Penalty: 2538.443115
	Iteration 28Q: 3 clusters Score -475950.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -475951.250000 Penalty: 2538.443115
	Iteration 29Q: 3 clusters Score -475951.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -475950.750000 Penalty: 2538.443115
	Iteration 30Q: 3 clusters Score -475950.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -475952.093750 Penalty: 2538.443115
	Iteration 31Q: 3 clusters Score -475952.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -475955.250000 Penalty: 2538.443115
	Iteration 32Q: 3 clusters Score -475955.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -475956.562500 Penalty: 2538.443115
	Iteration 33Q: 3 clusters Score -475956.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -475958.281250 Penalty: 2538.443115
	Iteration 34Q: 3 clusters Score -475958.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -475959.437500 Penalty: 2538.443115
	Iteration 35Q: 3 clusters Score -475959.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -475958.343750 Penalty: 2538.443115
	Iteration 36Q: 3 clusters Score -475958.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -475959.906250 Penalty: 2538.443115
	Iteration 37Q: 3 clusters Score -475959.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -475959.906250 Penalty: 2538.443115
	Iteration 38F: 3 clusters Score -475959.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Entering Unmasked Estep 
Score: -239389.187500 Penalty: 1177.749512
	Iteration 0F: 2 clusters Score -239389.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -237132.968750 Penalty: 2355.499023
	Iteration 0F: 3 clusters Score -237133 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -237987.281250 Penalty: 2355.499023
	Iteration 1F: 3 clusters Score -237987.3 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -238398.859375 Penalty: 2355.499023
	Iteration 2F: 3 clusters Score -238398.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -238792.343750 Penalty: 2355.499023
	Iteration 3F: 3 clusters Score -238792.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -239129.625000 Penalty: 2355.499023
	Iteration 4F: 3 clusters Score -239129.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -239350.656250 Penalty: 2355.499023
	Iteration 5F: 3 clusters Score -239350.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -239509.140625 Penalty: 2355.499023
	Iteration 6Q: 3 clusters Score -239509.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -239606.140625 Penalty: 2355.499023
	Iteration 7Q: 3 clusters Score -239606.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -239678.796875 Penalty: 2355.499023
	Iteration 8Q: 3 clusters Score -239678.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -239728.093750 Penalty: 2355.499023
	Iteration 9Q: 3 clusters Score -239728.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -239776.781250 Penalty: 2355.499023
	Iteration 10Q: 3 clusters Score -239776.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -239817.718750 Penalty: 2355.499023
	Iteration 11Q: 3 clusters Score -239817.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -239866.421875 Penalty: 2355.499023
	Iteration 12Q: 3 clusters Score -239866.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -239906.687500 Penalty: 2355.499023
	Iteration 13Q: 3 clusters Score -239906.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -239920.453125 Penalty: 2355.499023
	Iteration 14Q: 3 clusters Score -239920.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -239929.671875 Penalty: 2355.499023
	Iteration 15Q: 3 clusters Score -239929.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -239933.312500 Penalty: 2355.499023
	Iteration 16Q: 3 clusters Score -239933.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -239934.937500 Penalty: 2355.499023
	Iteration 17Q: 3 clusters Score -239934.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -239936.453125 Penalty: 2355.499023
	Iteration 18Q: 3 clusters Score -239936.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -239936.359375 Penalty: 2355.499023
	Iteration 19Q: 3 clusters Score -239936.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -239938.078125 Penalty: 2355.499023
	Iteration 20F: 3 clusters Score -239938.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -239938.265625 Penalty: 2355.499023
	Iteration 21Q: 3 clusters Score -239938.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -239938.265625 Penalty: 2355.499023
	Iteration 22F: 3 clusters Score -239938.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 47587 members 
Mstep: Class 2 contains 9583 members 
Mstep: Class 3 contains 4750 members 
Mstep: Class 4 contains 10091 members 
Mstep: Class 5 contains 6251 members 
Mstep: Class 6 contains 21798 members 
Mstep: Class 7 contains 12642 members 
Mstep: Class 8 contains 9100 members 
Mstep: Class 9 contains 2876 members 
Mstep: Class 10 contains 10437 members 
Mstep: Class 11 contains 16336 members 
Mstep: Class 12 contains 7375 members 
Mstep: Class 13 contains 46657 members 
Mstep: Class 14 contains 56181 members 
Mstep: Class 15 contains 4295 members 
Mstep: Class 16 contains 5642 members 
Mstep: Class 17 contains 35875 members 
Mstep: Class 18 contains 217 members 
Mstep: Class 19 contains 72397 members 
Mstep: Class 20 contains 131281 members 
Mstep: Class 21 contains 15129 members 
Mstep: Class 22 contains 3247 members 
Mstep: Class 23 contains 6317 members 
Mstep: Class 24 contains 17733 members 
Mstep: Class 25 contains 3066 members 
Mstep: Class 26 contains 17690 members 
Mstep: Class 27 contains 14931 members 
Mstep: Class 28 contains 13308 members 
Mstep: Class 29 contains 19927 members 
Mstep: Class 30 contains 8493 members 
Mstep: Class 31 contains 6413 members 
Mstep: Class 32 contains 11456 members 
Mstep: Class 33 contains 3195 members 
Mstep: Class 34 contains 9701 members 
Mstep: Class 35 contains 13355 members 
Mstep: Class 36 contains 17702 members 
Mstep: Class 37 contains 37348 members 
Mstep: Class 38 contains 5063 members 
Mstep: Class 39 contains 864 members 
Mstep: Class 40 contains 89797 members 
Mstep: Class 41 contains 22831 members 
Mstep: Class 42 contains 2427 members 
Mstep: Class 43 contains 28180 members 
Mstep: Class 44 contains 2298 members 
Mstep: Class 45 contains 977 members 
Mstep: Class 46 contains 4260 members 
Mstep: Class 47 contains 10266 members 
Mstep: Class 48 contains 532 members 
Mstep: Class 49 contains 1874 members 
Entering Unmasked Estep 
Score: -88071304.000000 Penalty: 99961.906250
Splitting cluster 39 changes total score from -88011664.000000 to -88071304.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 40 (89797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89797 members 
Entering Unmasked Estep 
Score: -9104337.000000 Penalty: 1697.109741
	Iteration 0F: 2 clusters Score -9104337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44737 members 
Mstep: Class 2 contains 45060 members 
Entering Unmasked Estep 
Score: -9045058.000000 Penalty: 3394.219482
	Iteration 0F: 3 clusters Score -9045058 nChanged 42342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42325 members 
Mstep: Class 2 contains 47472 members 
Entering Unmasked Estep 
Score: -9069413.000000 Penalty: 3394.219482
	Iteration 1F: 3 clusters Score -9069413 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40828 members 
Mstep: Class 2 contains 48969 members 
Entering Unmasked Estep 
Score: -9070485.000000 Penalty: 3394.219482
	Iteration 2Q: 3 clusters Score -9070485 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38398 members 
Mstep: Class 2 contains 51399 members 
Entering Unmasked Estep 
Score: -9071893.000000 Penalty: 3394.219482
	Iteration 3Q: 3 clusters Score -9071893 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34879 members 
Mstep: Class 2 contains 54918 members 
Entering Unmasked Estep 
Score: -9073865.000000 Penalty: 3394.219482
	Iteration 4F: 3 clusters Score -9073865 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29965 members 
Mstep: Class 2 contains 59832 members 
Entering Unmasked Estep 
Score: -9077156.000000 Penalty: 3394.219482
	Iteration 5F: 3 clusters Score -9077156 nChanged 6639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 66101 members 
Entering Unmasked Estep 
Score: -9081990.000000 Penalty: 3394.219482
	Iteration 6F: 3 clusters Score -9081990 nChanged 6976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 72949 members 
Entering Unmasked Estep 
Score: -9087780.000000 Penalty: 3394.219482
	Iteration 7F: 3 clusters Score -9087780 nChanged 6427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 79336 members 
Entering Unmasked Estep 
Score: -9093700.000000 Penalty: 3394.219482
	Iteration 8F: 3 clusters Score -9093700 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 84221 members 
Entering Unmasked Estep 
Score: -9098263.000000 Penalty: 3394.219482
	Iteration 9F: 3 clusters Score -9098263 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 87159 members 
Entering Unmasked Estep 
Score: -9100939.000000 Penalty: 3394.219482
	Iteration 10Q: 3 clusters Score -9100939 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 88509 members 
Entering Unmasked Estep 
Score: -9102109.000000 Penalty: 3394.219482
	Iteration 11Q: 3 clusters Score -9102109 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 89054 members 
Entering Unmasked Estep 
Score: -9102545.000000 Penalty: 3394.219482
	Iteration 12Q: 3 clusters Score -9102545 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 89284 members 
Entering Unmasked Estep 
Score: -9102752.000000 Penalty: 3394.219482
	Iteration 13Q: 3 clusters Score -9102752 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 89372 members 
Entering Unmasked Estep 
Score: -9102852.000000 Penalty: 3394.219482
	Iteration 14Q: 3 clusters Score -9102852 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 89411 members 
Entering Unmasked Estep 
Score: -9102914.000000 Penalty: 3394.219482
	Iteration 15Q: 3 clusters Score -9102914 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 89430 members 
Entering Unmasked Estep 
Score: -9102925.000000 Penalty: 3394.219482
	Iteration 16Q: 3 clusters Score -9102925 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 89438 members 
Entering Unmasked Estep 
Score: -9102947.000000 Penalty: 3394.219482
	Iteration 17Q: 3 clusters Score -9102947 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 89446 members 
Entering Unmasked Estep 
Score: -9102976.000000 Penalty: 3394.219482
	Iteration 18Q: 3 clusters Score -9102976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 89457 members 
Entering Unmasked Estep 
Score: -9102986.000000 Penalty: 3394.219482
	Iteration 19Q: 3 clusters Score -9102986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 89463 members 
Entering Unmasked Estep 
Score: -9102998.000000 Penalty: 3394.219482
	Iteration 20F: 3 clusters Score -9102998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 89471 members 
Entering Unmasked Estep 
Score: -9102998.000000 Penalty: 3394.219482
	Iteration 21Q: 3 clusters Score -9102998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 89471 members 
Entering Unmasked Estep 
Score: -9103005.000000 Penalty: 3394.219482
	Iteration 22Q: 3 clusters Score -9103005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 89471 members 
Entering Unmasked Estep 
Score: -9103005.000000 Penalty: 3394.219482
	Iteration 23F: 3 clusters Score -9103005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 47587 members 
Mstep: Class 2 contains 9583 members 
Mstep: Class 3 contains 4750 members 
Mstep: Class 4 contains 10091 members 
Mstep: Class 5 contains 6251 members 
Mstep: Class 6 contains 21798 members 
Mstep: Class 7 contains 12642 members 
Mstep: Class 8 contains 9100 members 
Mstep: Class 9 contains 2876 members 
Mstep: Class 10 contains 10437 members 
Mstep: Class 11 contains 16336 members 
Mstep: Class 12 contains 7375 members 
Mstep: Class 13 contains 46657 members 
Mstep: Class 14 contains 56181 members 
Mstep: Class 15 contains 4295 members 
Mstep: Class 16 contains 5642 members 
Mstep: Class 17 contains 35875 members 
Mstep: Class 18 contains 217 members 
Mstep: Class 19 contains 72397 members 
Mstep: Class 20 contains 131281 members 
Mstep: Class 21 contains 15129 members 
Mstep: Class 22 contains 3247 members 
Mstep: Class 23 contains 6317 members 
Mstep: Class 24 contains 17733 members 
Mstep: Class 25 contains 3066 members 
Mstep: Class 26 contains 17690 members 
Mstep: Class 27 contains 14931 members 
Mstep: Class 28 contains 13308 members 
Mstep: Class 29 contains 19927 members 
Mstep: Class 30 contains 8493 members 
Mstep: Class 31 contains 6413 members 
Mstep: Class 32 contains 11456 members 
Mstep: Class 33 contains 3195 members 
Mstep: Class 34 contains 9701 members 
Mstep: Class 35 contains 13355 members 
Mstep: Class 36 contains 17702 members 
Mstep: Class 37 contains 37348 members 
Mstep: Class 38 contains 5063 members 
Mstep: Class 39 contains 864 members 
Mstep: Class 40 contains 89797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88081504.000000 Penalty: 99961.906250
Iteration 79Q: 50 clusters Score -8.80815e+07 nChanged 12021
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 47585 members 
Mstep: Class 2 contains 9717 members 
Mstep: Class 3 contains 4811 members 
Mstep: Class 4 contains 10118 members 
Mstep: Class 5 contains 6328 members 
Mstep: Class 6 contains 21762 members 
Mstep: Class 7 contains 12664 members 
Mstep: Class 8 contains 9199 members 
Mstep: Class 9 contains 2884 members 
Mstep: Class 10 contains 10322 members 
Mstep: Class 11 contains 16319 members 
Mstep: Class 12 contains 7409 members 
Mstep: Class 13 contains 46205 members 
Mstep: Class 14 contains 56298 members 
Mstep: Class 15 contains 4106 members 
Mstep: Class 16 contains 5609 members 
Mstep: Class 17 contains 36630 members 
Mstep: Class 18 contains 211 members 
Mstep: Class 19 contains 73453 members 
Mstep: Class 20 contains 131199 members 
Mstep: Class 21 contains 15141 members 
Mstep: Class 22 contains 3208 members 
Mstep: Class 23 contains 6372 members 
Mstep: Class 24 contains 17706 members 
Mstep: Class 25 contains 3091 members 
Mstep: Class 26 contains 17696 members 
Mstep: Class 27 contains 15126 members 
Mstep: Class 28 contains 13202 members 
Mstep: Class 29 contains 20099 members 
Mstep: Class 30 contains 8488 members 
Mstep: Class 31 contains 6426 members 
Mstep: Class 32 contains 11469 members 
Mstep: Class 33 contains 3118 members 
Mstep: Class 34 contains 9657 members 
Mstep: Class 35 contains 13118 members 
Mstep: Class 36 contains 17877 members 
Mstep: Class 37 contains 37568 members 
Mstep: Class 38 contains 5090 members 
Mstep: Class 39 contains 906 members 
Mstep: Class 40 contains 90567 members 
Mstep: Class 41 contains 21966 members 
Mstep: Class 42 contains 2411 members 
Mstep: Class 43 contains 27042 members 
Mstep: Class 44 contains 2176 members 
Mstep: Class 45 contains 925 members 
Mstep: Class 46 contains 4163 members 
Mstep: Class 47 contains 10010 members 
Mstep: Class 48 contains 466 members 
Mstep: Class 49 contains 1841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88091504.000000 Penalty: 99961.906250
Iteration 80F: 50 clusters Score -8.80915e+07 nChanged 12358
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 47579 members 
Mstep: Class 2 contains 9564 members 
Mstep: Class 3 contains 4817 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 6375 members 
Mstep: Class 6 contains 21700 members 
Mstep: Class 7 contains 12673 members 
Mstep: Class 8 contains 9151 members 
Mstep: Class 9 contains 2884 members 
Mstep: Class 10 contains 10379 members 
Mstep: Class 11 contains 16313 members 
Mstep: Class 12 contains 7368 members 
Mstep: Class 13 contains 45798 members 
Mstep: Class 14 contains 56215 members 
Mstep: Class 15 contains 3998 members 
Mstep: Class 16 contains 5607 members 
Mstep: Class 17 contains 37063 members 
Mstep: Class 18 contains 204 members 
Mstep: Class 19 contains 71376 members 
Mstep: Class 20 contains 129680 members 
Mstep: Class 21 contains 15140 members 
Mstep: Class 22 contains 3154 members 
Mstep: Class 23 contains 6396 members 
Mstep: Class 24 contains 17585 members 
Mstep: Class 25 contains 3100 members 
Mstep: Class 26 contains 17698 members 
Mstep: Class 27 contains 15134 members 
Mstep: Class 28 contains 13053 members 
Mstep: Class 29 contains 20274 members 
Mstep: Class 30 contains 8453 members 
Mstep: Class 31 contains 6427 members 
Mstep: Class 32 contains 11470 members 
Mstep: Class 33 contains 3022 members 
Mstep: Class 34 contains 9545 members 
Mstep: Class 35 contains 12735 members 
Mstep: Class 36 contains 17864 members 
Mstep: Class 37 contains 37647 members 
Mstep: Class 38 contains 5077 members 
Mstep: Class 39 contains 910 members 
Mstep: Class 40 contains 90519 members 
Mstep: Class 41 contains 23470 members 
Mstep: Class 42 contains 2672 members 
Mstep: Class 43 contains 28598 members 
Mstep: Class 44 contains 2220 members 
Mstep: Class 45 contains 915 members 
Mstep: Class 46 contains 4271 members 
Mstep: Class 47 contains 11084 members 
Mstep: Class 48 contains 505 members 
Mstep: Class 49 contains 1926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88095688.000000 Penalty: 99961.906250
Iteration 81Q: 50 clusters Score -8.809569e+07 nChanged 7995
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 47554 members 
Mstep: Class 2 contains 9492 members 
Mstep: Class 3 contains 4842 members 
Mstep: Class 4 contains 10189 members 
Mstep: Class 5 contains 6428 members 
Mstep: Class 6 contains 21636 members 
Mstep: Class 7 contains 12671 members 
Mstep: Class 8 contains 9098 members 
Mstep: Class 9 contains 2884 members 
Mstep: Class 10 contains 10488 members 
Mstep: Class 11 contains 16317 members 
Mstep: Class 12 contains 7357 members 
Mstep: Class 13 contains 45543 members 
Mstep: Class 14 contains 56197 members 
Mstep: Class 15 contains 3956 members 
Mstep: Class 16 contains 5614 members 
Mstep: Class 17 contains 37423 members 
Mstep: Class 18 contains 180 members 
Mstep: Class 19 contains 69849 members 
Mstep: Class 20 contains 128514 members 
Mstep: Class 21 contains 15144 members 
Mstep: Class 22 contains 3119 members 
Mstep: Class 23 contains 6425 members 
Mstep: Class 24 contains 17493 members 
Mstep: Class 25 contains 3112 members 
Mstep: Class 26 contains 17704 members 
Mstep: Class 27 contains 15172 members 
Mstep: Class 28 contains 12886 members 
Mstep: Class 29 contains 20372 members 
Mstep: Class 30 contains 8419 members 
Mstep: Class 31 contains 6425 members 
Mstep: Class 32 contains 11479 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 9492 members 
Mstep: Class 35 contains 12518 members 
Mstep: Class 36 contains 17844 members 
Mstep: Class 37 contains 37682 members 
Mstep: Class 38 contains 5075 members 
Mstep: Class 39 contains 923 members 
Mstep: Class 40 contains 90509 members 
Mstep: Class 41 contains 24590 members 
Mstep: Class 42 contains 2847 members 
Mstep: Class 43 contains 29670 members 
Mstep: Class 44 contains 2230 members 
Mstep: Class 45 contains 901 members 
Mstep: Class 46 contains 4314 members 
Mstep: Class 47 contains 11806 members 
Mstep: Class 48 contains 514 members 
Mstep: Class 49 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88097248.000000 Penalty: 99961.906250
Iteration 82Q: 50 clusters Score -8.809725e+07 nChanged 6396
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 47526 members 
Mstep: Class 2 contains 9509 members 
Mstep: Class 3 contains 4850 members 
Mstep: Class 4 contains 10229 members 
Mstep: Class 5 contains 6463 members 
Mstep: Class 6 contains 21573 members 
Mstep: Class 7 contains 12682 members 
Mstep: Class 8 contains 9059 members 
Mstep: Class 9 contains 2887 members 
Mstep: Class 10 contains 10626 members 
Mstep: Class 11 contains 16318 members 
Mstep: Class 12 contains 7327 members 
Mstep: Class 13 contains 45299 members 
Mstep: Class 14 contains 56232 members 
Mstep: Class 15 contains 3923 members 
Mstep: Class 16 contains 5609 members 
Mstep: Class 17 contains 37704 members 
Mstep: Class 18 contains 165 members 
Mstep: Class 19 contains 68536 members 
Mstep: Class 20 contains 127547 members 
Mstep: Class 21 contains 15143 members 
Mstep: Class 22 contains 3103 members 
Mstep: Class 23 contains 6455 members 
Mstep: Class 24 contains 17417 members 
Mstep: Class 25 contains 3109 members 
Mstep: Class 26 contains 17709 members 
Mstep: Class 27 contains 15205 members 
Mstep: Class 28 contains 12733 members 
Mstep: Class 29 contains 20458 members 
Mstep: Class 30 contains 8382 members 
Mstep: Class 31 contains 6426 members 
Mstep: Class 32 contains 11484 members 
Mstep: Class 33 contains 2792 members 
Mstep: Class 34 contains 9480 members 
Mstep: Class 35 contains 12374 members 
Mstep: Class 36 contains 17842 members 
Mstep: Class 37 contains 37720 members 
Mstep: Class 38 contains 5092 members 
Mstep: Class 39 contains 928 members 
Mstep: Class 40 contains 90494 members 
Mstep: Class 41 contains 25521 members 
Mstep: Class 42 contains 2990 members 
Mstep: Class 43 contains 30520 members 
Mstep: Class 44 contains 2243 members 
Mstep: Class 45 contains 886 members 
Mstep: Class 46 contains 4346 members 
Mstep: Class 47 contains 12352 members 
Mstep: Class 48 contains 515 members 
Mstep: Class 49 contains 1981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88098464.000000 Penalty: 99961.906250
Iteration 83Q: 50 clusters Score -8.809846e+07 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 47500 members 
Mstep: Class 2 contains 9543 members 
Mstep: Class 3 contains 4861 members 
Mstep: Class 4 contains 10261 members 
Mstep: Class 5 contains 6495 members 
Mstep: Class 6 contains 21530 members 
Mstep: Class 7 contains 12696 members 
Mstep: Class 8 contains 9034 members 
Mstep: Class 9 contains 2889 members 
Mstep: Class 10 contains 10674 members 
Mstep: Class 11 contains 16317 members 
Mstep: Class 12 contains 7281 members 
Mstep: Class 13 contains 45116 members 
Mstep: Class 14 contains 56273 members 
Mstep: Class 15 contains 3906 members 
Mstep: Class 16 contains 5606 members 
Mstep: Class 17 contains 37933 members 
Mstep: Class 18 contains 159 members 
Mstep: Class 19 contains 67470 members 
Mstep: Class 20 contains 126742 members 
Mstep: Class 21 contains 15141 members 
Mstep: Class 22 contains 3098 members 
Mstep: Class 23 contains 6484 members 
Mstep: Class 24 contains 17344 members 
Mstep: Class 25 contains 3113 members 
Mstep: Class 26 contains 17712 members 
Mstep: Class 27 contains 15228 members 
Mstep: Class 28 contains 12597 members 
Mstep: Class 29 contains 20508 members 
Mstep: Class 30 contains 8345 members 
Mstep: Class 31 contains 6427 members 
Mstep: Class 32 contains 11491 members 
Mstep: Class 33 contains 2750 members 
Mstep: Class 34 contains 9473 members 
Mstep: Class 35 contains 12269 members 
Mstep: Class 36 contains 17840 members 
Mstep: Class 37 contains 37723 members 
Mstep: Class 38 contains 5107 members 
Mstep: Class 39 contains 925 members 
Mstep: Class 40 contains 90478 members 
Mstep: Class 41 contains 26333 members 
Mstep: Class 42 contains 3106 members 
Mstep: Class 43 contains 31252 members 
Mstep: Class 44 contains 2245 members 
Mstep: Class 45 contains 868 members 
Mstep: Class 46 contains 4368 members 
Mstep: Class 47 contains 12748 members 
Mstep: Class 48 contains 511 members 
Mstep: Class 49 contains 1994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88100000.000000 Penalty: 99961.906250
Iteration 84Q: 50 clusters Score -8.81e+07 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 47470 members 
Mstep: Class 2 contains 9603 members 
Mstep: Class 3 contains 4879 members 
Mstep: Class 4 contains 10288 members 
Mstep: Class 5 contains 6528 members 
Mstep: Class 6 contains 21518 members 
Mstep: Class 7 contains 12708 members 
Mstep: Class 8 contains 9012 members 
Mstep: Class 9 contains 2891 members 
Mstep: Class 10 contains 10699 members 
Mstep: Class 11 contains 16317 members 
Mstep: Class 12 contains 7249 members 
Mstep: Class 13 contains 44980 members 
Mstep: Class 14 contains 56302 members 
Mstep: Class 15 contains 3899 members 
Mstep: Class 16 contains 5614 members 
Mstep: Class 17 contains 38137 members 
Mstep: Class 18 contains 157 members 
Mstep: Class 19 contains 66541 members 
Mstep: Class 20 contains 126085 members 
Mstep: Class 21 contains 15143 members 
Mstep: Class 22 contains 3084 members 
Mstep: Class 23 contains 6527 members 
Mstep: Class 24 contains 17286 members 
Mstep: Class 25 contains 3118 members 
Mstep: Class 26 contains 17710 members 
Mstep: Class 27 contains 15270 members 
Mstep: Class 28 contains 12446 members 
Mstep: Class 29 contains 20542 members 
Mstep: Class 30 contains 8304 members 
Mstep: Class 31 contains 6428 members 
Mstep: Class 32 contains 11495 members 
Mstep: Class 33 contains 2702 members 
Mstep: Class 34 contains 9456 members 
Mstep: Class 35 contains 12171 members 
Mstep: Class 36 contains 17830 members 
Mstep: Class 37 contains 37739 members 
Mstep: Class 38 contains 5120 members 
Mstep: Class 39 contains 925 members 
Mstep: Class 40 contains 90487 members 
Mstep: Class 41 contains 27024 members 
Mstep: Class 42 contains 3200 members 
Mstep: Class 43 contains 31860 members 
Mstep: Class 44 contains 2238 members 
Mstep: Class 45 contains 858 members 
Mstep: Class 46 contains 4385 members 
Mstep: Class 47 contains 13027 members 
Mstep: Class 48 contains 504 members 
Mstep: Class 49 contains 2008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88100704.000000 Penalty: 99961.906250
Iteration 85Q: 50 clusters Score -8.81007e+07 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 47437 members 
Mstep: Class 2 contains 9671 members 
Mstep: Class 3 contains 4893 members 
Mstep: Class 4 contains 10321 members 
Mstep: Class 5 contains 6551 members 
Mstep: Class 6 contains 21506 members 
Mstep: Class 7 contains 12730 members 
Mstep: Class 8 contains 8980 members 
Mstep: Class 9 contains 2892 members 
Mstep: Class 10 contains 10710 members 
Mstep: Class 11 contains 16317 members 
Mstep: Class 12 contains 7202 members 
Mstep: Class 13 contains 44857 members 
Mstep: Class 14 contains 56344 members 
Mstep: Class 15 contains 3891 members 
Mstep: Class 16 contains 5621 members 
Mstep: Class 17 contains 38319 members 
Mstep: Class 18 contains 156 members 
Mstep: Class 19 contains 65723 members 
Mstep: Class 20 contains 125496 members 
Mstep: Class 21 contains 15146 members 
Mstep: Class 22 contains 3078 members 
Mstep: Class 23 contains 6557 members 
Mstep: Class 24 contains 17253 members 
Mstep: Class 25 contains 3116 members 
Mstep: Class 26 contains 17709 members 
Mstep: Class 27 contains 15303 members 
Mstep: Class 28 contains 12312 members 
Mstep: Class 29 contains 20570 members 
Mstep: Class 30 contains 8267 members 
Mstep: Class 31 contains 6431 members 
Mstep: Class 32 contains 11500 members 
Mstep: Class 33 contains 2691 members 
Mstep: Class 34 contains 9446 members 
Mstep: Class 35 contains 12072 members 
Mstep: Class 36 contains 17818 members 
Mstep: Class 37 contains 37733 members 
Mstep: Class 38 contains 5131 members 
Mstep: Class 39 contains 929 members 
Mstep: Class 40 contains 90544 members 
Mstep: Class 41 contains 27641 members 
Mstep: Class 42 contains 3304 members 
Mstep: Class 43 contains 32345 members 
Mstep: Class 44 contains 2238 members 
Mstep: Class 45 contains 854 members 
Mstep: Class 46 contains 4399 members 
Mstep: Class 47 contains 13247 members 
Mstep: Class 48 contains 501 members 
Mstep: Class 49 contains 2012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88101464.000000 Penalty: 99961.906250
Iteration 86Q: 50 clusters Score -8.810146e+07 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 47401 members 
Mstep: Class 2 contains 9734 members 
Mstep: Class 3 contains 4895 members 
Mstep: Class 4 contains 10352 members 
Mstep: Class 5 contains 6572 members 
Mstep: Class 6 contains 21510 members 
Mstep: Class 7 contains 12750 members 
Mstep: Class 8 contains 8946 members 
Mstep: Class 9 contains 2895 members 
Mstep: Class 10 contains 10731 members 
Mstep: Class 11 contains 16318 members 
Mstep: Class 12 contains 7154 members 
Mstep: Class 13 contains 44750 members 
Mstep: Class 14 contains 56399 members 
Mstep: Class 15 contains 3882 members 
Mstep: Class 16 contains 5635 members 
Mstep: Class 17 contains 38446 members 
Mstep: Class 18 contains 153 members 
Mstep: Class 19 contains 65002 members 
Mstep: Class 20 contains 124986 members 
Mstep: Class 21 contains 15149 members 
Mstep: Class 22 contains 3071 members 
Mstep: Class 23 contains 6591 members 
Mstep: Class 24 contains 17208 members 
Mstep: Class 25 contains 3114 members 
Mstep: Class 26 contains 17709 members 
Mstep: Class 27 contains 15359 members 
Mstep: Class 28 contains 12192 members 
Mstep: Class 29 contains 20590 members 
Mstep: Class 30 contains 8232 members 
Mstep: Class 31 contains 6434 members 
Mstep: Class 32 contains 11498 members 
Mstep: Class 33 contains 2667 members 
Mstep: Class 34 contains 9439 members 
Mstep: Class 35 contains 12004 members 
Mstep: Class 36 contains 17809 members 
Mstep: Class 37 contains 37735 members 
Mstep: Class 38 contains 5141 members 
Mstep: Class 39 contains 933 members 
Mstep: Class 40 contains 90649 members 
Mstep: Class 41 contains 28158 members 
Mstep: Class 42 contains 3413 members 
Mstep: Class 43 contains 32754 members 
Mstep: Class 44 contains 2234 members 
Mstep: Class 45 contains 850 members 
Mstep: Class 46 contains 4407 members 
Mstep: Class 47 contains 13397 members 
Mstep: Class 48 contains 500 members 
Mstep: Class 49 contains 2016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88102000.000000 Penalty: 99961.906250
Iteration 87Q: 50 clusters Score -8.8102e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 47371 members 
Mstep: Class 2 contains 9816 members 
Mstep: Class 3 contains 4902 members 
Mstep: Class 4 contains 10386 members 
Mstep: Class 5 contains 6583 members 
Mstep: Class 6 contains 21506 members 
Mstep: Class 7 contains 12768 members 
Mstep: Class 8 contains 8915 members 
Mstep: Class 9 contains 2895 members 
Mstep: Class 10 contains 10742 members 
Mstep: Class 11 contains 16315 members 
Mstep: Class 12 contains 7123 members 
Mstep: Class 13 contains 44641 members 
Mstep: Class 14 contains 56451 members 
Mstep: Class 15 contains 3888 members 
Mstep: Class 16 contains 5655 members 
Mstep: Class 17 contains 38536 members 
Mstep: Class 18 contains 151 members 
Mstep: Class 19 contains 64331 members 
Mstep: Class 20 contains 124527 members 
Mstep: Class 21 contains 15147 members 
Mstep: Class 22 contains 3070 members 
Mstep: Class 23 contains 6623 members 
Mstep: Class 24 contains 17169 members 
Mstep: Class 25 contains 3111 members 
Mstep: Class 26 contains 17711 members 
Mstep: Class 27 contains 15406 members 
Mstep: Class 28 contains 12073 members 
Mstep: Class 29 contains 20602 members 
Mstep: Class 30 contains 8204 members 
Mstep: Class 31 contains 6433 members 
Mstep: Class 32 contains 11502 members 
Mstep: Class 33 contains 2646 members 
Mstep: Class 34 contains 9431 members 
Mstep: Class 35 contains 11939 members 
Mstep: Class 36 contains 17806 members 
Mstep: Class 37 contains 37747 members 
Mstep: Class 38 contains 5146 members 
Mstep: Class 39 contains 934 members 
Mstep: Class 40 contains 90771 members 
Mstep: Class 41 contains 28642 members 
Mstep: Class 42 contains 3516 members 
Mstep: Class 43 contains 33109 members 
Mstep: Class 44 contains 2226 members 
Mstep: Class 45 contains 847 members 
Mstep: Class 46 contains 4414 members 
Mstep: Class 47 contains 13515 members 
Mstep: Class 48 contains 505 members 
Mstep: Class 49 contains 2017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88102360.000000 Penalty: 99961.906250
Iteration 88Q: 50 clusters Score -8.810236e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 47335 members 
Mstep: Class 2 contains 9907 members 
Mstep: Class 3 contains 4913 members 
Mstep: Class 4 contains 10429 members 
Mstep: Class 5 contains 6596 members 
Mstep: Class 6 contains 21506 members 
Mstep: Class 7 contains 12794 members 
Mstep: Class 8 contains 8885 members 
Mstep: Class 9 contains 2894 members 
Mstep: Class 10 contains 10758 members 
Mstep: Class 11 contains 16313 members 
Mstep: Class 12 contains 7096 members 
Mstep: Class 13 contains 44564 members 
Mstep: Class 14 contains 56492 members 
Mstep: Class 15 contains 3896 members 
Mstep: Class 16 contains 5668 members 
Mstep: Class 17 contains 38612 members 
Mstep: Class 18 contains 151 members 
Mstep: Class 19 contains 63746 members 
Mstep: Class 20 contains 124047 members 
Mstep: Class 21 contains 15148 members 
Mstep: Class 22 contains 3071 members 
Mstep: Class 23 contains 6638 members 
Mstep: Class 24 contains 17134 members 
Mstep: Class 25 contains 3109 members 
Mstep: Class 26 contains 17712 members 
Mstep: Class 27 contains 15458 members 
Mstep: Class 28 contains 11972 members 
Mstep: Class 29 contains 20613 members 
Mstep: Class 30 contains 8179 members 
Mstep: Class 31 contains 6436 members 
Mstep: Class 32 contains 11506 members 
Mstep: Class 33 contains 2626 members 
Mstep: Class 34 contains 9413 members 
Mstep: Class 35 contains 11877 members 
Mstep: Class 36 contains 17803 members 
Mstep: Class 37 contains 37757 members 
Mstep: Class 38 contains 5158 members 
Mstep: Class 39 contains 932 members 
Mstep: Class 40 contains 90915 members 
Mstep: Class 41 contains 29086 members 
Mstep: Class 42 contains 3607 members 
Mstep: Class 43 contains 33388 members 
Mstep: Class 44 contains 2220 members 
Mstep: Class 45 contains 846 members 
Mstep: Class 46 contains 4418 members 
Mstep: Class 47 contains 13614 members 
Mstep: Class 48 contains 506 members 
Mstep: Class 49 contains 2020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88102944.000000 Penalty: 99961.906250
Iteration 89Q: 50 clusters Score -8.810294e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 47313 members 
Mstep: Class 2 contains 10008 members 
Mstep: Class 3 contains 4920 members 
Mstep: Class 4 contains 10462 members 
Mstep: Class 5 contains 6610 members 
Mstep: Class 6 contains 21495 members 
Mstep: Class 7 contains 12833 members 
Mstep: Class 8 contains 8871 members 
Mstep: Class 9 contains 2894 members 
Mstep: Class 10 contains 10773 members 
Mstep: Class 11 contains 16313 members 
Mstep: Class 12 contains 7068 members 
Mstep: Class 13 contains 44492 members 
Mstep: Class 14 contains 56553 members 
Mstep: Class 15 contains 3892 members 
Mstep: Class 16 contains 5681 members 
Mstep: Class 17 contains 38684 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 63190 members 
Mstep: Class 20 contains 123591 members 
Mstep: Class 21 contains 15148 members 
Mstep: Class 22 contains 3072 members 
Mstep: Class 23 contains 6657 members 
Mstep: Class 24 contains 17079 members 
Mstep: Class 25 contains 3110 members 
Mstep: Class 26 contains 17712 members 
Mstep: Class 27 contains 15483 members 
Mstep: Class 28 contains 11882 members 
Mstep: Class 29 contains 20625 members 
Mstep: Class 30 contains 8156 members 
Mstep: Class 31 contains 6436 members 
Mstep: Class 32 contains 11509 members 
Mstep: Class 33 contains 2608 members 
Mstep: Class 34 contains 9404 members 
Mstep: Class 35 contains 11823 members 
Mstep: Class 36 contains 17806 members 
Mstep: Class 37 contains 37755 members 
Mstep: Class 38 contains 5171 members 
Mstep: Class 39 contains 934 members 
Mstep: Class 40 contains 91065 members 
Mstep: Class 41 contains 29472 members 
Mstep: Class 42 contains 3688 members 
Mstep: Class 43 contains 33639 members 
Mstep: Class 44 contains 2217 members 
Mstep: Class 45 contains 844 members 
Mstep: Class 46 contains 4426 members 
Mstep: Class 47 contains 13709 members 
Mstep: Class 48 contains 515 members 
Mstep: Class 49 contains 2026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88103080.000000 Penalty: 99961.906250
Iteration 90Q: 50 clusters Score -8.810308e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 47279 members 
Mstep: Class 2 contains 10093 members 
Mstep: Class 3 contains 4930 members 
Mstep: Class 4 contains 10492 members 
Mstep: Class 5 contains 6620 members 
Mstep: Class 6 contains 21488 members 
Mstep: Class 7 contains 12868 members 
Mstep: Class 8 contains 8852 members 
Mstep: Class 9 contains 2895 members 
Mstep: Class 10 contains 10793 members 
Mstep: Class 11 contains 16312 members 
Mstep: Class 12 contains 7056 members 
Mstep: Class 13 contains 44423 members 
Mstep: Class 14 contains 56618 members 
Mstep: Class 15 contains 3887 members 
Mstep: Class 16 contains 5690 members 
Mstep: Class 17 contains 38725 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 19 contains 62679 members 
Mstep: Class 20 contains 123144 members 
Mstep: Class 21 contains 15148 members 
Mstep: Class 22 contains 3071 members 
Mstep: Class 23 contains 6680 members 
Mstep: Class 24 contains 17048 members 
Mstep: Class 25 contains 3115 members 
Mstep: Class 26 contains 17715 members 
Mstep: Class 27 contains 15510 members 
Mstep: Class 28 contains 11814 members 
Mstep: Class 29 contains 20635 members 
Mstep: Class 30 contains 8135 members 
Mstep: Class 31 contains 6436 members 
Mstep: Class 32 contains 11509 members 
Mstep: Class 33 contains 2597 members 
Mstep: Class 34 contains 9399 members 
Mstep: Class 35 contains 11785 members 
Mstep: Class 36 contains 17801 members 
Mstep: Class 37 contains 37754 members 
Mstep: Class 38 contains 5178 members 
Mstep: Class 39 contains 932 members 
Mstep: Class 40 contains 91210 members 
Mstep: Class 41 contains 29861 members 
Mstep: Class 42 contains 3769 members 
Mstep: Class 43 contains 33859 members 
Mstep: Class 44 contains 2204 members 
Mstep: Class 45 contains 845 members 
Mstep: Class 46 contains 4430 members 
Mstep: Class 47 contains 13787 members 
Mstep: Class 48 contains 516 members 
Mstep: Class 49 contains 2028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88103328.000000 Penalty: 99961.906250
Iteration 91Q: 50 clusters Score -8.810333e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 47249 members 
Mstep: Class 2 contains 10164 members 
Mstep: Class 3 contains 4934 members 
Mstep: Class 4 contains 10520 members 
Mstep: Class 5 contains 6625 members 
Mstep: Class 6 contains 21478 members 
Mstep: Class 7 contains 12900 members 
Mstep: Class 8 contains 8835 members 
Mstep: Class 9 contains 2895 members 
Mstep: Class 10 contains 10812 members 
Mstep: Class 11 contains 16310 members 
Mstep: Class 12 contains 7044 members 
Mstep: Class 13 contains 44385 members 
Mstep: Class 14 contains 56670 members 
Mstep: Class 15 contains 3890 members 
Mstep: Class 16 contains 5697 members 
Mstep: Class 17 contains 38765 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 19 contains 62213 members 
Mstep: Class 20 contains 122712 members 
Mstep: Class 21 contains 15149 members 
Mstep: Class 22 contains 3071 members 
Mstep: Class 23 contains 6702 members 
Mstep: Class 24 contains 17032 members 
Mstep: Class 25 contains 3119 members 
Mstep: Class 26 contains 17718 members 
Mstep: Class 27 contains 15564 members 
Mstep: Class 28 contains 11753 members 
Mstep: Class 29 contains 20646 members 
Mstep: Class 30 contains 8106 members 
Mstep: Class 31 contains 6436 members 
Mstep: Class 32 contains 11509 members 
Mstep: Class 33 contains 2585 members 
Mstep: Class 34 contains 9395 members 
Mstep: Class 35 contains 11750 members 
Mstep: Class 36 contains 17795 members 
Mstep: Class 37 contains 37744 members 
Mstep: Class 38 contains 5181 members 
Mstep: Class 39 contains 930 members 
Mstep: Class 40 contains 91377 members 
Mstep: Class 41 contains 30201 members 
Mstep: Class 42 contains 3828 members 
Mstep: Class 43 contains 34049 members 
Mstep: Class 44 contains 2203 members 
Mstep: Class 45 contains 845 members 
Mstep: Class 46 contains 4437 members 
Mstep: Class 47 contains 13851 members 
Mstep: Class 48 contains 512 members 
Mstep: Class 49 contains 2029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88103440.000000 Penalty: 99961.906250
Iteration 92Q: 50 clusters Score -8.810344e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 47225 members 
Mstep: Class 2 contains 10245 members 
Mstep: Class 3 contains 4941 members 
Mstep: Class 4 contains 10548 members 
Mstep: Class 5 contains 6637 members 
Mstep: Class 6 contains 21480 members 
Mstep: Class 7 contains 12930 members 
Mstep: Class 8 contains 8819 members 
Mstep: Class 9 contains 2895 members 
Mstep: Class 10 contains 10822 members 
Mstep: Class 11 contains 16309 members 
Mstep: Class 12 contains 7040 members 
Mstep: Class 13 contains 44325 members 
Mstep: Class 14 contains 56730 members 
Mstep: Class 15 contains 3887 members 
Mstep: Class 16 contains 5711 members 
Mstep: Class 17 contains 38792 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 19 contains 61762 members 
Mstep: Class 20 contains 122269 members 
Mstep: Class 21 contains 15149 members 
Mstep: Class 22 contains 3071 members 
Mstep: Class 23 contains 6715 members 
Mstep: Class 24 contains 17003 members 
Mstep: Class 25 contains 3117 members 
Mstep: Class 26 contains 17718 members 
Mstep: Class 27 contains 15619 members 
Mstep: Class 28 contains 11690 members 
Mstep: Class 29 contains 20656 members 
Mstep: Class 30 contains 8077 members 
Mstep: Class 31 contains 6437 members 
Mstep: Class 32 contains 11508 members 
Mstep: Class 33 contains 2580 members 
Mstep: Class 34 contains 9390 members 
Mstep: Class 35 contains 11721 members 
Mstep: Class 36 contains 17792 members 
Mstep: Class 37 contains 37749 members 
Mstep: Class 38 contains 5191 members 
Mstep: Class 39 contains 929 members 
Mstep: Class 40 contains 91539 members 
Mstep: Class 41 contains 30560 members 
Mstep: Class 42 contains 3899 members 
Mstep: Class 43 contains 34213 members 
Mstep: Class 44 contains 2197 members 
Mstep: Class 45 contains 844 members 
Mstep: Class 46 contains 4440 members 
Mstep: Class 47 contains 13900 members 
Mstep: Class 48 contains 515 members 
Mstep: Class 49 contains 2029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88103312.000000 Penalty: 99961.906250
Iteration 93Q: 50 clusters Score -8.810331e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 47200 members 
Mstep: Class 2 contains 10300 members 
Mstep: Class 3 contains 4937 members 
Mstep: Class 4 contains 10583 members 
Mstep: Class 5 contains 6654 members 
Mstep: Class 6 contains 21474 members 
Mstep: Class 7 contains 12968 members 
Mstep: Class 8 contains 8806 members 
Mstep: Class 9 contains 2895 members 
Mstep: Class 10 contains 10828 members 
Mstep: Class 11 contains 16309 members 
Mstep: Class 12 contains 7042 members 
Mstep: Class 13 contains 44285 members 
Mstep: Class 14 contains 56769 members 
Mstep: Class 15 contains 3888 members 
Mstep: Class 16 contains 5722 members 
Mstep: Class 17 contains 38824 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 19 contains 61335 members 
Mstep: Class 20 contains 121850 members 
Mstep: Class 21 contains 15151 members 
Mstep: Class 22 contains 3070 members 
Mstep: Class 23 contains 6734 members 
Mstep: Class 24 contains 16992 members 
Mstep: Class 25 contains 3118 members 
Mstep: Class 26 contains 17718 members 
Mstep: Class 27 contains 15652 members 
Mstep: Class 28 contains 11608 members 
Mstep: Class 29 contains 20662 members 
Mstep: Class 30 contains 8051 members 
Mstep: Class 31 contains 6437 members 
Mstep: Class 32 contains 11511 members 
Mstep: Class 33 contains 2577 members 
Mstep: Class 34 contains 9388 members 
Mstep: Class 35 contains 11689 members 
Mstep: Class 36 contains 17791 members 
Mstep: Class 37 contains 37755 members 
Mstep: Class 38 contains 5206 members 
Mstep: Class 39 contains 926 members 
Mstep: Class 40 contains 91728 members 
Mstep: Class 41 contains 30884 members 
Mstep: Class 42 contains 3966 members 
Mstep: Class 43 contains 34365 members 
Mstep: Class 44 contains 2191 members 
Mstep: Class 45 contains 843 members 
Mstep: Class 46 contains 4439 members 
Mstep: Class 47 contains 13946 members 
Mstep: Class 48 contains 518 members 
Mstep: Class 49 contains 2030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88103568.000000 Penalty: 99961.906250
Iteration 94Q: 50 clusters Score -8.810357e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 47187 members 
Mstep: Class 2 contains 10336 members 
Mstep: Class 3 contains 4933 members 
Mstep: Class 4 contains 10624 members 
Mstep: Class 5 contains 6665 members 
Mstep: Class 6 contains 21467 members 
Mstep: Class 7 contains 13008 members 
Mstep: Class 8 contains 8795 members 
Mstep: Class 9 contains 2895 members 
Mstep: Class 10 contains 10832 members 
Mstep: Class 11 contains 16308 members 
Mstep: Class 12 contains 7029 members 
Mstep: Class 13 contains 44245 members 
Mstep: Class 14 contains 56796 members 
Mstep: Class 15 contains 3889 members 
Mstep: Class 16 contains 5733 members 
Mstep: Class 17 contains 38852 members 
Mstep: Class 18 contains 148 members 
Mstep: Class 19 contains 60935 members 
Mstep: Class 20 contains 121496 members 
Mstep: Class 21 contains 15152 members 
Mstep: Class 22 contains 3068 members 
Mstep: Class 23 contains 6755 members 
Mstep: Class 24 contains 16955 members 
Mstep: Class 25 contains 3118 members 
Mstep: Class 26 contains 17718 members 
Mstep: Class 27 contains 15690 members 
Mstep: Class 28 contains 11541 members 
Mstep: Class 29 contains 20665 members 
Mstep: Class 30 contains 8026 members 
Mstep: Class 31 contains 6437 members 
Mstep: Class 32 contains 11514 members 
Mstep: Class 33 contains 2574 members 
Mstep: Class 34 contains 9394 members 
Mstep: Class 35 contains 11652 members 
Mstep: Class 36 contains 17784 members 
Mstep: Class 37 contains 37751 members 
Mstep: Class 38 contains 5226 members 
Mstep: Class 39 contains 924 members 
Mstep: Class 40 contains 91907 members 
Mstep: Class 41 contains 31176 members 
Mstep: Class 42 contains 4038 members 
Mstep: Class 43 contains 34504 members 
Mstep: Class 44 contains 2185 members 
Mstep: Class 45 contains 843 members 
Mstep: Class 46 contains 4442 members 
Mstep: Class 47 contains 13996 members 
Mstep: Class 48 contains 523 members 
Mstep: Class 49 contains 2033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88103672.000000 Penalty: 99961.906250
Iteration 95Q: 50 clusters Score -8.810367e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 47175 members 
Mstep: Class 2 contains 10393 members 
Mstep: Class 3 contains 4931 members 
Mstep: Class 4 contains 10655 members 
Mstep: Class 5 contains 6684 members 
Mstep: Class 6 contains 21459 members 
Mstep: Class 7 contains 13046 members 
Mstep: Class 8 contains 8785 members 
Mstep: Class 9 contains 2896 members 
Mstep: Class 10 contains 10833 members 
Mstep: Class 11 contains 16309 members 
Mstep: Class 12 contains 7010 members 
Mstep: Class 13 contains 44211 members 
Mstep: Class 14 contains 56802 members 
Mstep: Class 15 contains 3894 members 
Mstep: Class 16 contains 5745 members 
Mstep: Class 17 contains 38882 members 
Mstep: Class 18 contains 148 members 
Mstep: Class 19 contains 60582 members 
Mstep: Class 20 contains 121152 members 
Mstep: Class 21 contains 15151 members 
Mstep: Class 22 contains 3066 members 
Mstep: Class 23 contains 6776 members 
Mstep: Class 24 contains 16942 members 
Mstep: Class 25 contains 3119 members 
Mstep: Class 26 contains 17718 members 
Mstep: Class 27 contains 15718 members 
Mstep: Class 28 contains 11502 members 
Mstep: Class 29 contains 20673 members 
Mstep: Class 30 contains 7996 members 
Mstep: Class 31 contains 6437 members 
Mstep: Class 32 contains 11514 members 
Mstep: Class 33 contains 2571 members 
Mstep: Class 34 contains 9395 members 
Mstep: Class 35 contains 11616 members 
Mstep: Class 36 contains 17775 members 
Mstep: Class 37 contains 37751 members 
Mstep: Class 38 contains 5242 members 
Mstep: Class 39 contains 923 members 
Mstep: Class 40 contains 92050 members 
Mstep: Class 41 contains 31455 members 
Mstep: Class 42 contains 4092 members 
Mstep: Class 43 contains 34632 members 
Mstep: Class 44 contains 2175 members 
Mstep: Class 45 contains 843 members 
Mstep: Class 46 contains 4441 members 
Mstep: Class 47 contains 14041 members 
Mstep: Class 48 contains 526 members 
Mstep: Class 49 contains 2032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88104000.000000 Penalty: 99961.906250
Iteration 96Q: 50 clusters Score -8.8104e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 47162 members 
Mstep: Class 2 contains 10440 members 
Mstep: Class 3 contains 4926 members 
Mstep: Class 4 contains 10685 members 
Mstep: Class 5 contains 6692 members 
Mstep: Class 6 contains 21451 members 
Mstep: Class 7 contains 13088 members 
Mstep: Class 8 contains 8776 members 
Mstep: Class 9 contains 2897 members 
Mstep: Class 10 contains 10847 members 
Mstep: Class 11 contains 16308 members 
Mstep: Class 12 contains 6976 members 
Mstep: Class 13 contains 44218 members 
Mstep: Class 14 contains 56819 members 
Mstep: Class 15 contains 3897 members 
Mstep: Class 16 contains 5754 members 
Mstep: Class 17 contains 38906 members 
Mstep: Class 18 contains 148 members 
Mstep: Class 19 contains 60231 members 
Mstep: Class 20 contains 120836 members 
Mstep: Class 21 contains 15149 members 
Mstep: Class 22 contains 3066 members 
Mstep: Class 23 contains 6795 members 
Mstep: Class 24 contains 16936 members 
Mstep: Class 25 contains 3118 members 
Mstep: Class 26 contains 17720 members 
Mstep: Class 27 contains 15745 members 
Mstep: Class 28 contains 11451 members 
Mstep: Class 29 contains 20677 members 
Mstep: Class 30 contains 7971 members 
Mstep: Class 31 contains 6439 members 
Mstep: Class 32 contains 11516 members 
Mstep: Class 33 contains 2561 members 
Mstep: Class 34 contains 9394 members 
Mstep: Class 35 contains 11596 members 
Mstep: Class 36 contains 17775 members 
Mstep: Class 37 contains 37743 members 
Mstep: Class 38 contains 5252 members 
Mstep: Class 39 contains 922 members 
Mstep: Class 40 contains 92149 members 
Mstep: Class 41 contains 31726 members 
Mstep: Class 42 contains 4165 members 
Mstep: Class 43 contains 34758 members 
Mstep: Class 44 contains 2168 members 
Mstep: Class 45 contains 842 members 
Mstep: Class 46 contains 4439 members 
Mstep: Class 47 contains 14075 members 
Mstep: Class 48 contains 525 members 
Mstep: Class 49 contains 2034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88104064.000000 Penalty: 99961.906250
Iteration 97Q: 50 clusters Score -8.810406e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 47157 members 
Mstep: Class 2 contains 10478 members 
Mstep: Class 3 contains 4936 members 
Mstep: Class 4 contains 10714 members 
Mstep: Class 5 contains 6699 members 
Mstep: Class 6 contains 21446 members 
Mstep: Class 7 contains 13128 members 
Mstep: Class 8 contains 8770 members 
Mstep: Class 9 contains 2897 members 
Mstep: Class 10 contains 10848 members 
Mstep: Class 11 contains 16308 members 
Mstep: Class 12 contains 6955 members 
Mstep: Class 13 contains 44216 members 
Mstep: Class 14 contains 56827 members 
Mstep: Class 15 contains 3900 members 
Mstep: Class 16 contains 5757 members 
Mstep: Class 17 contains 38928 members 
Mstep: Class 18 contains 148 members 
Mstep: Class 19 contains 59900 members 
Mstep: Class 20 contains 120559 members 
Mstep: Class 21 contains 15149 members 
Mstep: Class 22 contains 3065 members 
Mstep: Class 23 contains 6815 members 
Mstep: Class 24 contains 16937 members 
Mstep: Class 25 contains 3119 members 
Mstep: Class 26 contains 17721 members 
Mstep: Class 27 contains 15766 members 
Mstep: Class 28 contains 11408 members 
Mstep: Class 29 contains 20684 members 
Mstep: Class 30 contains 7949 members 
Mstep: Class 31 contains 6439 members 
Mstep: Class 32 contains 11517 members 
Mstep: Class 33 contains 2549 members 
Mstep: Class 34 contains 9394 members 
Mstep: Class 35 contains 11577 members 
Mstep: Class 36 contains 17780 members 
Mstep: Class 37 contains 37753 members 
Mstep: Class 38 contains 5254 members 
Mstep: Class 39 contains 920 members 
Mstep: Class 40 contains 92218 members 
Mstep: Class 41 contains 32000 members 
Mstep: Class 42 contains 4220 members 
Mstep: Class 43 contains 34848 members 
Mstep: Class 44 contains 2160 members 
Mstep: Class 45 contains 842 members 
Mstep: Class 46 contains 4441 members 
Mstep: Class 47 contains 14107 members 
Mstep: Class 48 contains 525 members 
Mstep: Class 49 contains 2036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88104256.000000 Penalty: 99961.906250
Iteration 98Q: 50 clusters Score -8.810426e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 47154 members 
Mstep: Class 2 contains 10546 members 
Mstep: Class 3 contains 4942 members 
Mstep: Class 4 contains 10744 members 
Mstep: Class 5 contains 6710 members 
Mstep: Class 6 contains 21435 members 
Mstep: Class 7 contains 13176 members 
Mstep: Class 8 contains 8762 members 
Mstep: Class 9 contains 2898 members 
Mstep: Class 10 contains 10851 members 
Mstep: Class 11 contains 16307 members 
Mstep: Class 12 contains 6926 members 
Mstep: Class 13 contains 44219 members 
Mstep: Class 14 contains 56838 members 
Mstep: Class 15 contains 3906 members 
Mstep: Class 16 contains 5761 members 
Mstep: Class 17 contains 38944 members 
Mstep: Class 18 contains 148 members 
Mstep: Class 19 contains 59605 members 
Mstep: Class 20 contains 120283 members 
Mstep: Class 21 contains 15149 members 
Mstep: Class 22 contains 3063 members 
Mstep: Class 23 contains 6834 members 
Mstep: Class 24 contains 16926 members 
Mstep: Class 25 contains 3120 members 
Mstep: Class 26 contains 17721 members 
Mstep: Class 27 contains 15785 members 
Mstep: Class 28 contains 11356 members 
Mstep: Class 29 contains 20689 members 
Mstep: Class 30 contains 7937 members 
Mstep: Class 31 contains 6440 members 
Mstep: Class 32 contains 11519 members 
Mstep: Class 33 contains 2544 members 
Mstep: Class 34 contains 9391 members 
Mstep: Class 35 contains 11558 members 
Mstep: Class 36 contains 17775 members 
Mstep: Class 37 contains 37757 members 
Mstep: Class 38 contains 5263 members 
Mstep: Class 39 contains 920 members 
Mstep: Class 40 contains 92293 members 
Mstep: Class 41 contains 32233 members 
Mstep: Class 42 contains 4276 members 
Mstep: Class 43 contains 34930 members 
Mstep: Class 44 contains 2153 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 4440 members 
Mstep: Class 47 contains 14132 members 
Mstep: Class 48 contains 525 members 
Mstep: Class 49 contains 2042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88104208.000000 Penalty: 99961.906250
Iteration 99Q: 50 clusters Score -8.810421e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 47149 members 
Mstep: Class 2 contains 10608 members 
Mstep: Class 3 contains 4948 members 
Mstep: Class 4 contains 10773 members 
Mstep: Class 5 contains 6716 members 
Mstep: Class 6 contains 21431 members 
Mstep: Class 7 contains 13218 members 
Mstep: Class 8 contains 8756 members 
Mstep: Class 9 contains 2898 members 
Mstep: Class 10 contains 10849 members 
Mstep: Class 11 contains 16307 members 
Mstep: Class 12 contains 6880 members 
Mstep: Class 13 contains 44232 members 
Mstep: Class 14 contains 56839 members 
Mstep: Class 15 contains 3912 members 
Mstep: Class 16 contains 5766 members 
Mstep: Class 17 contains 38956 members 
Mstep: Class 18 contains 148 members 
Mstep: Class 19 contains 59334 members 
Mstep: Class 20 contains 120023 members 
Mstep: Class 21 contains 15148 members 
Mstep: Class 22 contains 3062 members 
Mstep: Class 23 contains 6860 members 
Mstep: Class 24 contains 16929 members 
Mstep: Class 25 contains 3120 members 
Mstep: Class 26 contains 17719 members 
Mstep: Class 27 contains 15816 members 
Mstep: Class 28 contains 11301 members 
Mstep: Class 29 contains 20696 members 
Mstep: Class 30 contains 7919 members 
Mstep: Class 31 contains 6441 members 
Mstep: Class 32 contains 11521 members 
Mstep: Class 33 contains 2537 members 
Mstep: Class 34 contains 9387 members 
Mstep: Class 35 contains 11527 members 
Mstep: Class 36 contains 17768 members 
Mstep: Class 37 contains 37769 members 
Mstep: Class 38 contains 5278 members 
Mstep: Class 39 contains 918 members 
Mstep: Class 40 contains 92347 members 
Mstep: Class 41 contains 32453 members 
Mstep: Class 42 contains 4338 members 
Mstep: Class 43 contains 35014 members 
Mstep: Class 44 contains 2150 members 
Mstep: Class 45 contains 833 members 
Mstep: Class 46 contains 4441 members 
Mstep: Class 47 contains 14155 members 
Mstep: Class 48 contains 525 members 
Mstep: Class 49 contains 2049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88104176.000000 Penalty: 99961.906250
Iteration 100F: 50 clusters Score -8.810418e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 47139 members 
Mstep: Class 2 contains 10662 members 
Mstep: Class 3 contains 4950 members 
Mstep: Class 4 contains 10806 members 
Mstep: Class 5 contains 6720 members 
Mstep: Class 6 contains 21429 members 
Mstep: Class 7 contains 13261 members 
Mstep: Class 8 contains 8749 members 
Mstep: Class 9 contains 2898 members 
Mstep: Class 10 contains 10841 members 
Mstep: Class 11 contains 16307 members 
Mstep: Class 12 contains 6831 members 
Mstep: Class 13 contains 44234 members 
Mstep: Class 14 contains 56862 members 
Mstep: Class 15 contains 3913 members 
Mstep: Class 16 contains 5770 members 
Mstep: Class 17 contains 38964 members 
Mstep: Class 18 contains 154 members 
Mstep: Class 19 contains 59073 members 
Mstep: Class 20 contains 119763 members 
Mstep: Class 21 contains 15149 members 
Mstep: Class 22 contains 3062 members 
Mstep: Class 23 contains 6894 members 
Mstep: Class 24 contains 16921 members 
Mstep: Class 25 contains 3121 members 
Mstep: Class 26 contains 17720 members 
Mstep: Class 27 contains 15853 members 
Mstep: Class 28 contains 11244 members 
Mstep: Class 29 contains 20701 members 
Mstep: Class 30 contains 7894 members 
Mstep: Class 31 contains 6443 members 
Mstep: Class 32 contains 11524 members 
Mstep: Class 33 contains 2537 members 
Mstep: Class 34 contains 9387 members 
Mstep: Class 35 contains 11492 members 
Mstep: Class 36 contains 17761 members 
Mstep: Class 37 contains 37779 members 
Mstep: Class 38 contains 5293 members 
Mstep: Class 39 contains 916 members 
Mstep: Class 40 contains 92409 members 
Mstep: Class 41 contains 32659 members 
Mstep: Class 42 contains 4411 members 
Mstep: Class 43 contains 35093 members 
Mstep: Class 44 contains 2143 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 4442 members 
Mstep: Class 47 contains 14183 members 
Mstep: Class 48 contains 525 members 
Mstep: Class 49 contains 2060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88104400.000000 Penalty: 99961.906250
Iteration 101Q: 50 clusters Score -8.81044e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 47122 members 
Mstep: Class 2 contains 10713 members 
Mstep: Class 3 contains 4954 members 
Mstep: Class 4 contains 10854 members 
Mstep: Class 5 contains 6737 members 
Mstep: Class 6 contains 21431 members 
Mstep: Class 7 contains 13316 members 
Mstep: Class 8 contains 8745 members 
Mstep: Class 9 contains 2898 members 
Mstep: Class 10 contains 10836 members 
Mstep: Class 11 contains 16308 members 
Mstep: Class 12 contains 6798 members 
Mstep: Class 13 contains 44229 members 
Mstep: Class 14 contains 56865 members 
Mstep: Class 15 contains 3920 members 
Mstep: Class 16 contains 5772 members 
Mstep: Class 17 contains 38974 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 19 contains 58819 members 
Mstep: Class 20 contains 119521 members 
Mstep: Class 21 contains 15147 members 
Mstep: Class 22 contains 3064 members 
Mstep: Class 23 contains 6916 members 
Mstep: Class 24 contains 16921 members 
Mstep: Class 25 contains 3121 members 
Mstep: Class 26 contains 17718 members 
Mstep: Class 27 contains 15886 members 
Mstep: Class 28 contains 11186 members 
Mstep: Class 29 contains 20706 members 
Mstep: Class 30 contains 7871 members 
Mstep: Class 31 contains 6443 members 
Mstep: Class 32 contains 11526 members 
Mstep: Class 33 contains 2534 members 
Mstep: Class 34 contains 9386 members 
Mstep: Class 35 contains 11467 members 
Mstep: Class 36 contains 17760 members 
Mstep: Class 37 contains 37800 members 
Mstep: Class 38 contains 5299 members 
Mstep: Class 39 contains 916 members 
Mstep: Class 40 contains 92462 members 
Mstep: Class 41 contains 32825 members 
Mstep: Class 42 contains 4490 members 
Mstep: Class 43 contains 35169 members 
Mstep: Class 44 contains 2140 members 
Mstep: Class 45 contains 819 members 
Mstep: Class 46 contains 4441 members 
Mstep: Class 47 contains 14208 members 
Mstep: Class 48 contains 525 members 
Mstep: Class 49 contains 2066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88104552.000000 Penalty: 99961.906250
Iteration 102Q: 50 clusters Score -8.810455e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 47115 members 
Mstep: Class 2 contains 10773 members 
Mstep: Class 3 contains 4959 members 
Mstep: Class 4 contains 10898 members 
Mstep: Class 5 contains 6752 members 
Mstep: Class 6 contains 21422 members 
Mstep: Class 7 contains 13378 members 
Mstep: Class 8 contains 8739 members 
Mstep: Class 9 contains 2898 members 
Mstep: Class 10 contains 10839 members 
Mstep: Class 11 contains 16309 members 
Mstep: Class 12 contains 6768 members 
Mstep: Class 13 contains 44225 members 
Mstep: Class 14 contains 56870 members 
Mstep: Class 15 contains 3931 members 
Mstep: Class 16 contains 5776 members 
Mstep: Class 17 contains 38987 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 19 contains 58547 members 
Mstep: Class 20 contains 119306 members 
Mstep: Class 21 contains 15146 members 
Mstep: Class 22 contains 3062 members 
Mstep: Class 23 contains 6945 members 
Mstep: Class 24 contains 16901 members 
Mstep: Class 25 contains 3122 members 
Mstep: Class 26 contains 17716 members 
Mstep: Class 27 contains 15903 members 
Mstep: Class 28 contains 11140 members 
Mstep: Class 29 contains 20713 members 
Mstep: Class 30 contains 7861 members 
Mstep: Class 31 contains 6443 members 
Mstep: Class 32 contains 11528 members 
Mstep: Class 33 contains 2531 members 
Mstep: Class 34 contains 9385 members 
Mstep: Class 35 contains 11431 members 
Mstep: Class 36 contains 17760 members 
Mstep: Class 37 contains 37804 members 
Mstep: Class 38 contains 5308 members 
Mstep: Class 39 contains 914 members 
Mstep: Class 40 contains 92503 members 
Mstep: Class 41 contains 33006 members 
Mstep: Class 42 contains 4566 members 
Mstep: Class 43 contains 35225 members 
Mstep: Class 44 contains 2138 members 
Mstep: Class 45 contains 816 members 
Mstep: Class 46 contains 4438 members 
Mstep: Class 47 contains 14234 members 
Mstep: Class 48 contains 525 members 
Mstep: Class 49 contains 2069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88104984.000000 Penalty: 99961.906250
Iteration 103Q: 50 clusters Score -8.810498e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 47104 members 
Mstep: Class 2 contains 10838 members 
Mstep: Class 3 contains 4965 members 
Mstep: Class 4 contains 10939 members 
Mstep: Class 5 contains 6755 members 
Mstep: Class 6 contains 21416 members 
Mstep: Class 7 contains 13422 members 
Mstep: Class 8 contains 8729 members 
Mstep: Class 9 contains 2899 members 
Mstep: Class 10 contains 10839 members 
Mstep: Class 11 contains 16309 members 
Mstep: Class 12 contains 6753 members 
Mstep: Class 13 contains 44226 members 
Mstep: Class 14 contains 56873 members 
Mstep: Class 15 contains 3946 members 
Mstep: Class 16 contains 5778 members 
Mstep: Class 17 contains 38997 members 
Mstep: Class 18 contains 144 members 
Mstep: Class 19 contains 58281 members 
Mstep: Class 20 contains 119115 members 
Mstep: Class 21 contains 15145 members 
Mstep: Class 22 contains 3063 members 
Mstep: Class 23 contains 6961 members 
Mstep: Class 24 contains 16891 members 
Mstep: Class 25 contains 3123 members 
Mstep: Class 26 contains 17716 members 
Mstep: Class 27 contains 15921 members 
Mstep: Class 28 contains 11097 members 
Mstep: Class 29 contains 20722 members 
Mstep: Class 30 contains 7849 members 
Mstep: Class 31 contains 6443 members 
Mstep: Class 32 contains 11529 members 
Mstep: Class 33 contains 2527 members 
Mstep: Class 34 contains 9386 members 
Mstep: Class 35 contains 11400 members 
Mstep: Class 36 contains 17759 members 
Mstep: Class 37 contains 37813 members 
Mstep: Class 38 contains 5308 members 
Mstep: Class 39 contains 918 members 
Mstep: Class 40 contains 92557 members 
Mstep: Class 41 contains 33168 members 
Mstep: Class 42 contains 4637 members 
Mstep: Class 43 contains 35273 members 
Mstep: Class 44 contains 2136 members 
Mstep: Class 45 contains 813 members 
Mstep: Class 46 contains 4434 members 
Mstep: Class 47 contains 14261 members 
Mstep: Class 48 contains 525 members 
Mstep: Class 49 contains 2067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88104968.000000 Penalty: 99961.906250
Iteration 104Q: 50 clusters Score -8.810497e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 47100 members 
Mstep: Class 2 contains 10892 members 
Mstep: Class 3 contains 4970 members 
Mstep: Class 4 contains 10980 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 21410 members 
Mstep: Class 7 contains 13464 members 
Mstep: Class 8 contains 8720 members 
Mstep: Class 9 contains 2900 members 
Mstep: Class 10 contains 10834 members 
Mstep: Class 11 contains 16310 members 
Mstep: Class 12 contains 6731 members 
Mstep: Class 13 contains 44249 members 
Mstep: Class 14 contains 56865 members 
Mstep: Class 15 contains 3953 members 
Mstep: Class 16 contains 5780 members 
Mstep: Class 17 contains 38999 members 
Mstep: Class 18 contains 144 members 
Mstep: Class 19 contains 58034 members 
Mstep: Class 20 contains 118899 members 
Mstep: Class 21 contains 15145 members 
Mstep: Class 22 contains 3064 members 
Mstep: Class 23 contains 6978 members 
Mstep: Class 24 contains 16879 members 
Mstep: Class 25 contains 3125 members 
Mstep: Class 26 contains 17716 members 
Mstep: Class 27 contains 15934 members 
Mstep: Class 28 contains 11057 members 
Mstep: Class 29 contains 20731 members 
Mstep: Class 30 contains 7834 members 
Mstep: Class 31 contains 6445 members 
Mstep: Class 32 contains 11530 members 
Mstep: Class 33 contains 2529 members 
Mstep: Class 34 contains 9388 members 
Mstep: Class 35 contains 11378 members 
Mstep: Class 36 contains 17763 members 
Mstep: Class 37 contains 37816 members 
Mstep: Class 38 contains 5306 members 
Mstep: Class 39 contains 915 members 
Mstep: Class 40 contains 92624 members 
Mstep: Class 41 contains 33336 members 
Mstep: Class 42 contains 4703 members 
Mstep: Class 43 contains 35329 members 
Mstep: Class 44 contains 2129 members 
Mstep: Class 45 contains 810 members 
Mstep: Class 46 contains 4434 members 
Mstep: Class 47 contains 14290 members 
Mstep: Class 48 contains 525 members 
Mstep: Class 49 contains 2066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88104976.000000 Penalty: 99961.906250
Iteration 105Q: 50 clusters Score -8.810498e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 47090 members 
Mstep: Class 2 contains 10956 members 
Mstep: Class 3 contains 4974 members 
Mstep: Class 4 contains 11029 members 
Mstep: Class 5 contains 6762 members 
Mstep: Class 6 contains 21410 members 
Mstep: Class 7 contains 13502 members 
Mstep: Class 8 contains 8710 members 
Mstep: Class 9 contains 2901 members 
Mstep: Class 10 contains 10831 members 
Mstep: Class 11 contains 16312 members 
Mstep: Class 12 contains 6716 members 
Mstep: Class 13 contains 44254 members 
Mstep: Class 14 contains 56825 members 
Mstep: Class 15 contains 3954 members 
Mstep: Class 16 contains 5787 members 
Mstep: Class 17 contains 39005 members 
Mstep: Class 18 contains 144 members 
Mstep: Class 19 contains 57812 members 
Mstep: Class 20 contains 118679 members 
Mstep: Class 21 contains 15144 members 
Mstep: Class 22 contains 3065 members 
Mstep: Class 23 contains 6990 members 
Mstep: Class 24 contains 16879 members 
Mstep: Class 25 contains 3127 members 
Mstep: Class 26 contains 17715 members 
Mstep: Class 27 contains 15964 members 
Mstep: Class 28 contains 11019 members 
Mstep: Class 29 contains 20740 members 
Mstep: Class 30 contains 7815 members 
Mstep: Class 31 contains 6445 members 
Mstep: Class 32 contains 11530 members 
Mstep: Class 33 contains 2528 members 
Mstep: Class 34 contains 9388 members 
Mstep: Class 35 contains 11356 members 
Mstep: Class 36 contains 17759 members 
Mstep: Class 37 contains 37818 members 
Mstep: Class 38 contains 5310 members 
Mstep: Class 39 contains 915 members 
Mstep: Class 40 contains 92704 members 
Mstep: Class 41 contains 33484 members 
Mstep: Class 42 contains 4766 members 
Mstep: Class 43 contains 35381 members 
Mstep: Class 44 contains 2125 members 
Mstep: Class 45 contains 806 members 
Mstep: Class 46 contains 4434 members 
Mstep: Class 47 contains 14316 members 
Mstep: Class 48 contains 525 members 
Mstep: Class 49 contains 2069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88105112.000000 Penalty: 99961.906250
Iteration 106Q: 50 clusters Score -8.810511e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 47082 members 
Mstep: Class 2 contains 11032 members 
Mstep: Class 3 contains 4978 members 
Mstep: Class 4 contains 11072 members 
Mstep: Class 5 contains 6772 members 
Mstep: Class 6 contains 21409 members 
Mstep: Class 7 contains 13531 members 
Mstep: Class 8 contains 8705 members 
Mstep: Class 9 contains 2902 members 
Mstep: Class 10 contains 10828 members 
Mstep: Class 11 contains 16314 members 
Mstep: Class 12 contains 6689 members 
Mstep: Class 13 contains 44261 members 
Mstep: Class 14 contains 56804 members 
Mstep: Class 15 contains 3959 members 
Mstep: Class 16 contains 5792 members 
Mstep: Class 17 contains 39010 members 
Mstep: Class 18 contains 144 members 
Mstep: Class 19 contains 57593 members 
Mstep: Class 20 contains 118459 members 
Mstep: Class 21 contains 15144 members 
Mstep: Class 22 contains 3065 members 
Mstep: Class 23 contains 7001 members 
Mstep: Class 24 contains 16886 members 
Mstep: Class 25 contains 3130 members 
Mstep: Class 26 contains 17712 members 
Mstep: Class 27 contains 15988 members 
Mstep: Class 28 contains 10982 members 
Mstep: Class 29 contains 20743 members 
Mstep: Class 30 contains 7787 members 
Mstep: Class 31 contains 6445 members 
Mstep: Class 32 contains 11530 members 
Mstep: Class 33 contains 2530 members 
Mstep: Class 34 contains 9392 members 
Mstep: Class 35 contains 11348 members 
Mstep: Class 36 contains 17753 members 
Mstep: Class 37 contains 37816 members 
Mstep: Class 38 contains 5315 members 
Mstep: Class 39 contains 915 members 
Mstep: Class 40 contains 92797 members 
Mstep: Class 41 contains 33624 members 
Mstep: Class 42 contains 4828 members 
Mstep: Class 43 contains 35424 members 
Mstep: Class 44 contains 2121 members 
Mstep: Class 45 contains 802 members 
Mstep: Class 46 contains 4433 members 
Mstep: Class 47 contains 14329 members 
Mstep: Class 48 contains 525 members 
Mstep: Class 49 contains 2069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88105224.000000 Penalty: 99961.906250
Iteration 107Q: 50 clusters Score -8.810522e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 47072 members 
Mstep: Class 2 contains 11090 members 
Mstep: Class 3 contains 4986 members 
Mstep: Class 4 contains 11110 members 
Mstep: Class 5 contains 6779 members 
Mstep: Class 6 contains 21408 members 
Mstep: Class 7 contains 13553 members 
Mstep: Class 8 contains 8697 members 
Mstep: Class 9 contains 2903 members 
Mstep: Class 10 contains 10826 members 
Mstep: Class 11 contains 16314 members 
Mstep: Class 12 contains 6657 members 
Mstep: Class 13 contains 44259 members 
Mstep: Class 14 contains 56784 members 
Mstep: Class 15 contains 3961 members 
Mstep: Class 16 contains 5795 members 
Mstep: Class 17 contains 39021 members 
Mstep: Class 18 contains 144 members 
Mstep: Class 19 contains 57384 members 
Mstep: Class 20 contains 118226 members 
Mstep: Class 21 contains 15145 members 
Mstep: Class 22 contains 3064 members 
Mstep: Class 23 contains 7013 members 
Mstep: Class 24 contains 16891 members 
Mstep: Class 25 contains 3132 members 
Mstep: Class 26 contains 17713 members 
Mstep: Class 27 contains 16018 members 
Mstep: Class 28 contains 10957 members 
Mstep: Class 29 contains 20744 members 
Mstep: Class 30 contains 7770 members 
Mstep: Class 31 contains 6445 members 
Mstep: Class 32 contains 11530 members 
Mstep: Class 33 contains 2530 members 
Mstep: Class 34 contains 9393 members 
Mstep: Class 35 contains 11342 members 
Mstep: Class 36 contains 17743 members 
Mstep: Class 37 contains 37808 members 
Mstep: Class 38 contains 5320 members 
Mstep: Class 39 contains 915 members 
Mstep: Class 40 contains 92914 members 
Mstep: Class 41 contains 33748 members 
Mstep: Class 42 contains 4894 members 
Mstep: Class 43 contains 35475 members 
Mstep: Class 44 contains 2119 members 
Mstep: Class 45 contains 800 members 
Mstep: Class 46 contains 4439 members 
Mstep: Class 47 contains 14343 members 
Mstep: Class 48 contains 526 members 
Mstep: Class 49 contains 2070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88105224.000000 Penalty: 99961.906250
Iteration 108Q: 50 clusters Score -8.810522e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 47080 members 
Mstep: Class 2 contains 11154 members 
Mstep: Class 3 contains 4992 members 
Mstep: Class 4 contains 11149 members 
Mstep: Class 5 contains 6783 members 
Mstep: Class 6 contains 21404 members 
Mstep: Class 7 contains 13576 members 
Mstep: Class 8 contains 8691 members 
Mstep: Class 9 contains 2903 members 
Mstep: Class 10 contains 10832 members 
Mstep: Class 11 contains 16314 members 
Mstep: Class 12 contains 6635 members 
Mstep: Class 13 contains 44255 members 
Mstep: Class 14 contains 56772 members 
Mstep: Class 15 contains 3961 members 
Mstep: Class 16 contains 5798 members 
Mstep: Class 17 contains 39026 members 
Mstep: Class 18 contains 144 members 
Mstep: Class 19 contains 57168 members 
Mstep: Class 20 contains 117982 members 
Mstep: Class 21 contains 15144 members 
Mstep: Class 22 contains 3063 members 
Mstep: Class 23 contains 7029 members 
Mstep: Class 24 contains 16877 members 
Mstep: Class 25 contains 3133 members 
Mstep: Class 26 contains 17713 members 
Mstep: Class 27 contains 16039 members 
Mstep: Class 28 contains 10918 members 
Mstep: Class 29 contains 20748 members 
Mstep: Class 30 contains 7764 members 
Mstep: Class 31 contains 6444 members 
Mstep: Class 32 contains 11529 members 
Mstep: Class 33 contains 2529 members 
Mstep: Class 34 contains 9391 members 
Mstep: Class 35 contains 11335 members 
Mstep: Class 36 contains 17736 members 
Mstep: Class 37 contains 37804 members 
Mstep: Class 38 contains 5326 members 
Mstep: Class 39 contains 919 members 
Mstep: Class 40 contains 93045 members 
Mstep: Class 41 contains 33887 members 
Mstep: Class 42 contains 4951 members 
Mstep: Class 43 contains 35519 members 
Mstep: Class 44 contains 2117 members 
Mstep: Class 45 contains 799 members 
Mstep: Class 46 contains 4446 members 
Mstep: Class 47 contains 14352 members 
Mstep: Class 48 contains 526 members 
Mstep: Class 49 contains 2068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88105216.000000 Penalty: 99961.906250
Iteration 109Q: 50 clusters Score -8.810522e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 47080 members 
Mstep: Class 2 contains 11223 members 
Mstep: Class 3 contains 4998 members 
Mstep: Class 4 contains 11200 members 
Mstep: Class 5 contains 6787 members 
Mstep: Class 6 contains 21405 members 
Mstep: Class 7 contains 13596 members 
Mstep: Class 8 contains 8689 members 
Mstep: Class 9 contains 2903 members 
Mstep: Class 10 contains 10837 members 
Mstep: Class 11 contains 16314 members 
Mstep: Class 12 contains 6619 members 
Mstep: Class 13 contains 44256 members 
Mstep: Class 14 contains 56749 members 
Mstep: Class 15 contains 3961 members 
Mstep: Class 16 contains 5799 members 
Mstep: Class 17 contains 39030 members 
Mstep: Class 18 contains 144 members 
Mstep: Class 19 contains 56953 members 
Mstep: Class 20 contains 117746 members 
Mstep: Class 21 contains 15144 members 
Mstep: Class 22 contains 3062 members 
Mstep: Class 23 contains 7044 members 
Mstep: Class 24 contains 16880 members 
Mstep: Class 25 contains 3134 members 
Mstep: Class 26 contains 17713 members 
Mstep: Class 27 contains 16065 members 
Mstep: Class 28 contains 10879 members 
Mstep: Class 29 contains 20748 members 
Mstep: Class 30 contains 7757 members 
Mstep: Class 31 contains 6444 members 
Mstep: Class 32 contains 11529 members 
Mstep: Class 33 contains 2530 members 
Mstep: Class 34 contains 9389 members 
Mstep: Class 35 contains 11331 members 
Mstep: Class 36 contains 17727 members 
Mstep: Class 37 contains 37798 members 
Mstep: Class 38 contains 5324 members 
Mstep: Class 39 contains 920 members 
Mstep: Class 40 contains 93159 members 
Mstep: Class 41 contains 34015 members 
Mstep: Class 42 contains 4993 members 
Mstep: Class 43 contains 35574 members 
Mstep: Class 44 contains 2118 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 4447 members 
Mstep: Class 47 contains 14365 members 
Mstep: Class 48 contains 526 members 
Mstep: Class 49 contains 2068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88105432.000000 Penalty: 99961.906250
Iteration 110Q: 50 clusters Score -8.810543e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 47076 members 
Mstep: Class 2 contains 11288 members 
Mstep: Class 3 contains 5000 members 
Mstep: Class 4 contains 11248 members 
Mstep: Class 5 contains 6793 members 
Mstep: Class 6 contains 21405 members 
Mstep: Class 7 contains 13629 members 
Mstep: Class 8 contains 8689 members 
Mstep: Class 9 contains 2903 members 
Mstep: Class 10 contains 10843 members 
Mstep: Class 11 contains 16314 members 
Mstep: Class 12 contains 6610 members 
Mstep: Class 13 contains 44253 members 
Mstep: Class 14 contains 56740 members 
Mstep: Class 15 contains 3959 members 
Mstep: Class 16 contains 5801 members 
Mstep: Class 17 contains 39037 members 
Mstep: Class 18 contains 144 members 
Mstep: Class 19 contains 56726 members 
Mstep: Class 20 contains 117505 members 
Mstep: Class 21 contains 15144 members 
Mstep: Class 22 contains 3062 members 
Mstep: Class 23 contains 7061 members 
Mstep: Class 24 contains 16890 members 
Mstep: Class 25 contains 3137 members 
Mstep: Class 26 contains 17714 members 
Mstep: Class 27 contains 16079 members 
Mstep: Class 28 contains 10845 members 
Mstep: Class 29 contains 20748 members 
Mstep: Class 30 contains 7749 members 
Mstep: Class 31 contains 6444 members 
Mstep: Class 32 contains 11529 members 
Mstep: Class 33 contains 2532 members 
Mstep: Class 34 contains 9388 members 
Mstep: Class 35 contains 11332 members 
Mstep: Class 36 contains 17719 members 
Mstep: Class 37 contains 37790 members 
Mstep: Class 38 contains 5324 members 
Mstep: Class 39 contains 922 members 
Mstep: Class 40 contains 93267 members 
Mstep: Class 41 contains 34137 members 
Mstep: Class 42 contains 5046 members 
Mstep: Class 43 contains 35625 members 
Mstep: Class 44 contains 2116 members 
Mstep: Class 45 contains 796 members 
Mstep: Class 46 contains 4446 members 
Mstep: Class 47 contains 14374 members 
Mstep: Class 48 contains 525 members 
Mstep: Class 49 contains 2066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88105264.000000 Penalty: 99961.906250
Iteration 111Q: 50 clusters Score -8.810526e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 47077 members 
Mstep: Class 2 contains 11363 members 
Mstep: Class 3 contains 5001 members 
Mstep: Class 4 contains 11290 members 
Mstep: Class 5 contains 6789 members 
Mstep: Class 6 contains 21406 members 
Mstep: Class 7 contains 13669 members 
Mstep: Class 8 contains 8688 members 
Mstep: Class 9 contains 2904 members 
Mstep: Class 10 contains 10854 members 
Mstep: Class 11 contains 16314 members 
Mstep: Class 12 contains 6585 members 
Mstep: Class 13 contains 44238 members 
Mstep: Class 14 contains 56727 members 
Mstep: Class 15 contains 3958 members 
Mstep: Class 16 contains 5804 members 
Mstep: Class 17 contains 39050 members 
Mstep: Class 18 contains 144 members 
Mstep: Class 19 contains 56522 members 
Mstep: Class 20 contains 117282 members 
Mstep: Class 21 contains 15144 members 
Mstep: Class 22 contains 3063 members 
Mstep: Class 23 contains 7078 members 
Mstep: Class 24 contains 16886 members 
Mstep: Class 25 contains 3138 members 
Mstep: Class 26 contains 17714 members 
Mstep: Class 27 contains 16086 members 
Mstep: Class 28 contains 10810 members 
Mstep: Class 29 contains 20750 members 
Mstep: Class 30 contains 7744 members 
Mstep: Class 31 contains 6444 members 
Mstep: Class 32 contains 11529 members 
Mstep: Class 33 contains 2533 members 
Mstep: Class 34 contains 9389 members 
Mstep: Class 35 contains 11333 members 
Mstep: Class 36 contains 17711 members 
Mstep: Class 37 contains 37782 members 
Mstep: Class 38 contains 5326 members 
Mstep: Class 39 contains 924 members 
Mstep: Class 40 contains 93369 members 
Mstep: Class 41 contains 34260 members 
Mstep: Class 42 contains 5091 members 
Mstep: Class 43 contains 35669 members 
Mstep: Class 44 contains 2115 members 
Mstep: Class 45 contains 793 members 
Mstep: Class 46 contains 4448 members 
Mstep: Class 47 contains 14383 members 
Mstep: Class 48 contains 526 members 
Mstep: Class 49 contains 2067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88105504.000000 Penalty: 99961.906250
Iteration 112Q: 50 clusters Score -8.81055e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 47068 members 
Mstep: Class 2 contains 11427 members 
Mstep: Class 3 contains 5002 members 
Mstep: Class 4 contains 11331 members 
Mstep: Class 5 contains 6776 members 
Mstep: Class 6 contains 21403 members 
Mstep: Class 7 contains 13707 members 
Mstep: Class 8 contains 8685 members 
Mstep: Class 9 contains 2904 members 
Mstep: Class 10 contains 10850 members 
Mstep: Class 11 contains 16314 members 
Mstep: Class 12 contains 6566 members 
Mstep: Class 13 contains 44237 members 
Mstep: Class 14 contains 56714 members 
Mstep: Class 15 contains 3959 members 
Mstep: Class 16 contains 5806 members 
Mstep: Class 17 contains 39059 members 
Mstep: Class 18 contains 144 members 
Mstep: Class 19 contains 56349 members 
Mstep: Class 20 contains 117052 members 
Mstep: Class 21 contains 15144 members 
Mstep: Class 22 contains 3062 members 
Mstep: Class 23 contains 7099 members 
Mstep: Class 24 contains 16880 members 
Mstep: Class 25 contains 3138 members 
Mstep: Class 26 contains 17714 members 
Mstep: Class 27 contains 16098 members 
Mstep: Class 28 contains 10788 members 
Mstep: Class 29 contains 20750 members 
Mstep: Class 30 contains 7738 members 
Mstep: Class 31 contains 6444 members 
Mstep: Class 32 contains 11529 members 
Mstep: Class 33 contains 2531 members 
Mstep: Class 34 contains 9393 members 
Mstep: Class 35 contains 11334 members 
Mstep: Class 36 contains 17707 members 
Mstep: Class 37 contains 37785 members 
Mstep: Class 38 contains 5327 members 
Mstep: Class 39 contains 926 members 
Mstep: Class 40 contains 93455 members 
Mstep: Class 41 contains 34377 members 
Mstep: Class 42 contains 5134 members 
Mstep: Class 43 contains 35712 members 
Mstep: Class 44 contains 2120 members 
Mstep: Class 45 contains 791 members 
Mstep: Class 46 contains 4451 members 
Mstep: Class 47 contains 14394 members 
Mstep: Class 48 contains 526 members 
Mstep: Class 49 contains 2070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88105144.000000 Penalty: 99961.906250
Iteration 113Q: 50 clusters Score -8.810514e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 47070 members 
Mstep: Class 2 contains 11490 members 
Mstep: Class 3 contains 5001 members 
Mstep: Class 4 contains 11378 members 
Mstep: Class 5 contains 6769 members 
Mstep: Class 6 contains 21395 members 
Mstep: Class 7 contains 13734 members 
Mstep: Class 8 contains 8684 members 
Mstep: Class 9 contains 2904 members 
Mstep: Class 10 contains 10852 members 
Mstep: Class 11 contains 16314 members 
Mstep: Class 12 contains 6548 members 
Mstep: Class 13 contains 44246 members 
Mstep: Class 14 contains 56709 members 
Mstep: Class 15 contains 3959 members 
Mstep: Class 16 contains 5808 members 
Mstep: Class 17 contains 39065 members 
Mstep: Class 18 contains 144 members 
Mstep: Class 19 contains 56173 members 
Mstep: Class 20 contains 116839 members 
Mstep: Class 21 contains 15144 members 
Mstep: Class 22 contains 3062 members 
Mstep: Class 23 contains 7117 members 
Mstep: Class 24 contains 16870 members 
Mstep: Class 25 contains 3138 members 
Mstep: Class 26 contains 17714 members 
Mstep: Class 27 contains 16104 members 
Mstep: Class 28 contains 10754 members 
Mstep: Class 29 contains 20750 members 
Mstep: Class 30 contains 7731 members 
Mstep: Class 31 contains 6444 members 
Mstep: Class 32 contains 11529 members 
Mstep: Class 33 contains 2527 members 
Mstep: Class 34 contains 9396 members 
Mstep: Class 35 contains 11332 members 
Mstep: Class 36 contains 17704 members 
Mstep: Class 37 contains 37782 members 
Mstep: Class 38 contains 5325 members 
Mstep: Class 39 contains 926 members 
Mstep: Class 40 contains 93548 members 
Mstep: Class 41 contains 34483 members 
Mstep: Class 42 contains 5197 members 
Mstep: Class 43 contains 35744 members 
Mstep: Class 44 contains 2120 members 
Mstep: Class 45 contains 790 members 
Mstep: Class 46 contains 4453 members 
Mstep: Class 47 contains 14408 members 
Mstep: Class 48 contains 526 members 
Mstep: Class 49 contains 2070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88105056.000000 Penalty: 99961.906250
Iteration 114Q: 50 clusters Score -8.810506e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 47067 members 
Mstep: Class 2 contains 11559 members 
Mstep: Class 3 contains 5005 members 
Mstep: Class 4 contains 11431 members 
Mstep: Class 5 contains 6763 members 
Mstep: Class 6 contains 21392 members 
Mstep: Class 7 contains 13764 members 
Mstep: Class 8 contains 8683 members 
Mstep: Class 9 contains 2904 members 
Mstep: Class 10 contains 10854 members 
Mstep: Class 11 contains 16315 members 
Mstep: Class 12 contains 6519 members 
Mstep: Class 13 contains 44247 members 
Mstep: Class 14 contains 56694 members 
Mstep: Class 15 contains 3959 members 
Mstep: Class 16 contains 5809 members 
Mstep: Class 17 contains 39070 members 
Mstep: Class 18 contains 144 members 
Mstep: Class 19 contains 56021 members 
Mstep: Class 20 contains 116640 members 
Mstep: Class 21 contains 15144 members 
Mstep: Class 22 contains 3062 members 
Mstep: Class 23 contains 7131 members 
Mstep: Class 24 contains 16865 members 
Mstep: Class 25 contains 3138 members 
Mstep: Class 26 contains 17714 members 
Mstep: Class 27 contains 16115 members 
Mstep: Class 28 contains 10729 members 
Mstep: Class 29 contains 20749 members 
Mstep: Class 30 contains 7722 members 
Mstep: Class 31 contains 6444 members 
Mstep: Class 32 contains 11529 members 
Mstep: Class 33 contains 2528 members 
Mstep: Class 34 contains 9395 members 
Mstep: Class 35 contains 11328 members 
Mstep: Class 36 contains 17702 members 
Mstep: Class 37 contains 37783 members 
Mstep: Class 38 contains 5328 members 
Mstep: Class 39 contains 926 members 
Mstep: Class 40 contains 93634 members 
Mstep: Class 41 contains 34562 members 
Mstep: Class 42 contains 5256 members 
Mstep: Class 43 contains 35772 members 
Mstep: Class 44 contains 2119 members 
Mstep: Class 45 contains 790 members 
Mstep: Class 46 contains 4453 members 
Mstep: Class 47 contains 14418 members 
Mstep: Class 48 contains 526 members 
Mstep: Class 49 contains 2068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88105088.000000 Penalty: 99961.906250
Iteration 115Q: 50 clusters Score -8.810509e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 47061 members 
Mstep: Class 2 contains 11610 members 
Mstep: Class 3 contains 5006 members 
Mstep: Class 4 contains 11486 members 
Mstep: Class 5 contains 6765 members 
Mstep: Class 6 contains 21382 members 
Mstep: Class 7 contains 13800 members 
Mstep: Class 8 contains 8683 members 
Mstep: Class 9 contains 2904 members 
Mstep: Class 10 contains 10849 members 
Mstep: Class 11 contains 16315 members 
Mstep: Class 12 contains 6502 members 
Mstep: Class 13 contains 44246 members 
Mstep: Class 14 contains 56686 members 
Mstep: Class 15 contains 3959 members 
Mstep: Class 16 contains 5810 members 
Mstep: Class 17 contains 39073 members 
Mstep: Class 18 contains 144 members 
Mstep: Class 19 contains 55898 members 
Mstep: Class 20 contains 116432 members 
Mstep: Class 21 contains 15144 members 
Mstep: Class 22 contains 3061 members 
Mstep: Class 23 contains 7148 members 
Mstep: Class 24 contains 16851 members 
Mstep: Class 25 contains 3140 members 
Mstep: Class 26 contains 17714 members 
Mstep: Class 27 contains 16126 members 
Mstep: Class 28 contains 10701 members 
Mstep: Class 29 contains 20750 members 
Mstep: Class 30 contains 7712 members 
Mstep: Class 31 contains 6442 members 
Mstep: Class 32 contains 11530 members 
Mstep: Class 33 contains 2527 members 
Mstep: Class 34 contains 9397 members 
Mstep: Class 35 contains 11323 members 
Mstep: Class 36 contains 17704 members 
Mstep: Class 37 contains 37781 members 
Mstep: Class 38 contains 5324 members 
Mstep: Class 39 contains 926 members 
Mstep: Class 40 contains 93726 members 
Mstep: Class 41 contains 34636 members 
Mstep: Class 42 contains 5312 members 
Mstep: Class 43 contains 35794 members 
Mstep: Class 44 contains 2119 members 
Mstep: Class 45 contains 790 members 
Mstep: Class 46 contains 4458 members 
Mstep: Class 47 contains 14429 members 
Mstep: Class 48 contains 526 members 
Mstep: Class 49 contains 2068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88104968.000000 Penalty: 99961.906250
Iteration 116Q: 50 clusters Score -8.810497e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 47060 members 
Mstep: Class 2 contains 11680 members 
Mstep: Class 3 contains 5008 members 
Mstep: Class 4 contains 11546 members 
Mstep: Class 5 contains 6774 members 
Mstep: Class 6 contains 21370 members 
Mstep: Class 7 contains 13844 members 
Mstep: Class 8 contains 8682 members 
Mstep: Class 9 contains 2904 members 
Mstep: Class 10 contains 10851 members 
Mstep: Class 11 contains 16315 members 
Mstep: Class 12 contains 6487 members 
Mstep: Class 13 contains 44253 members 
Mstep: Class 14 contains 56661 members 
Mstep: Class 15 contains 3961 members 
Mstep: Class 16 contains 5810 members 
Mstep: Class 17 contains 39077 members 
Mstep: Class 18 contains 144 members 
Mstep: Class 19 contains 55773 members 
Mstep: Class 20 contains 116218 members 
Mstep: Class 21 contains 15144 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 7162 members 
Mstep: Class 24 contains 16851 members 
Mstep: Class 25 contains 3141 members 
Mstep: Class 26 contains 17714 members 
Mstep: Class 27 contains 16135 members 
Mstep: Class 28 contains 10662 members 
Mstep: Class 29 contains 20750 members 
Mstep: Class 30 contains 7705 members 
Mstep: Class 31 contains 6442 members 
Mstep: Class 32 contains 11530 members 
Mstep: Class 33 contains 2525 members 
Mstep: Class 34 contains 9403 members 
Mstep: Class 35 contains 11326 members 
Mstep: Class 36 contains 17701 members 
Mstep: Class 37 contains 37773 members 
Mstep: Class 38 contains 5318 members 
Mstep: Class 39 contains 927 members 
Mstep: Class 40 contains 93795 members 
Mstep: Class 41 contains 34723 members 
Mstep: Class 42 contains 5360 members 
Mstep: Class 43 contains 35808 members 
Mstep: Class 44 contains 2121 members 
Mstep: Class 45 contains 790 members 
Mstep: Class 46 contains 4458 members 
Mstep: Class 47 contains 14435 members 
Mstep: Class 48 contains 527 members 
Mstep: Class 49 contains 2066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88105224.000000 Penalty: 99961.906250
Iteration 117Q: 50 clusters Score -8.810522e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 47052 members 
Mstep: Class 2 contains 11748 members 
Mstep: Class 3 contains 5011 members 
Mstep: Class 4 contains 11611 members 
Mstep: Class 5 contains 6775 members 
Mstep: Class 6 contains 21362 members 
Mstep: Class 7 contains 13888 members 
Mstep: Class 8 contains 8682 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 10854 members 
Mstep: Class 11 contains 16315 members 
Mstep: Class 12 contains 6467 members 
Mstep: Class 13 contains 44245 members 
Mstep: Class 14 contains 56637 members 
Mstep: Class 15 contains 3963 members 
Mstep: Class 16 contains 5810 members 
Mstep: Class 17 contains 39084 members 
Mstep: Class 18 contains 144 members 
Mstep: Class 19 contains 55665 members 
Mstep: Class 20 contains 116036 members 
Mstep: Class 21 contains 15144 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 7179 members 
Mstep: Class 24 contains 16828 members 
Mstep: Class 25 contains 3141 members 
Mstep: Class 26 contains 17714 members 
Mstep: Class 27 contains 16142 members 
Mstep: Class 28 contains 10638 members 
Mstep: Class 29 contains 20749 members 
Mstep: Class 30 contains 7700 members 
Mstep: Class 31 contains 6442 members 
Mstep: Class 32 contains 11530 members 
Mstep: Class 33 contains 2522 members 
Mstep: Class 34 contains 9403 members 
Mstep: Class 35 contains 11322 members 
Mstep: Class 36 contains 17701 members 
Mstep: Class 37 contains 37773 members 
Mstep: Class 38 contains 5317 members 
Mstep: Class 39 contains 926 members 
Mstep: Class 40 contains 93851 members 
Mstep: Class 41 contains 34796 members 
Mstep: Class 42 contains 5409 members 
Mstep: Class 43 contains 35827 members 
Mstep: Class 44 contains 2121 members 
Mstep: Class 45 contains 790 members 
Mstep: Class 46 contains 4457 members 
Mstep: Class 47 contains 14441 members 
Mstep: Class 48 contains 527 members 
Mstep: Class 49 contains 2067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88105120.000000 Penalty: 99961.906250
Iteration 118Q: 50 clusters Score -8.810512e+07 nChanged 932
Entering ConstructFrom: 
Score: -88105120.000000 Penalty: 99961.906250
Entering ConstructFrom: 
Trying to split cluster 1 (47046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47046 members 
Entering Unmasked Estep 
Score: -4708588.500000 Penalty: 1600.921631
	Iteration 0F: 2 clusters Score -4708588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23495 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -4677864.000000 Penalty: 3201.843262
	Iteration 0F: 3 clusters Score -4677864 nChanged 21725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 24518 members 
Entering Unmasked Estep 
Score: -4690291.500000 Penalty: 3201.843262
	Iteration 1F: 3 clusters Score -4690292 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 25362 members 
Entering Unmasked Estep 
Score: -4691185.000000 Penalty: 3201.843262
	Iteration 2F: 3 clusters Score -4691185 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 26618 members 
Entering Unmasked Estep 
Score: -4692207.000000 Penalty: 3201.843262
	Iteration 3F: 3 clusters Score -4692207 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 28249 members 
Entering Unmasked Estep 
Score: -4693320.500000 Penalty: 3201.843262
	Iteration 4F: 3 clusters Score -4693320 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 30219 members 
Entering Unmasked Estep 
Score: -4694573.500000 Penalty: 3201.843262
	Iteration 5F: 3 clusters Score -4694574 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 32504 members 
Entering Unmasked Estep 
Score: -4696040.500000 Penalty: 3201.843262
	Iteration 6F: 3 clusters Score -4696040 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 35009 members 
Entering Unmasked Estep 
Score: -4697669.500000 Penalty: 3201.843262
	Iteration 7F: 3 clusters Score -4697670 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 37657 members 
Entering Unmasked Estep 
Score: -4699562.500000 Penalty: 3201.843262
	Iteration 8F: 3 clusters Score -4699562 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 40353 members 
Entering Unmasked Estep 
Score: -4701702.500000 Penalty: 3201.843262
	Iteration 9F: 3 clusters Score -4701702 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 42775 members 
Entering Unmasked Estep 
Score: -4703752.000000 Penalty: 3201.843262
	Iteration 10F: 3 clusters Score -4703752 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 44581 members 
Entering Unmasked Estep 
Score: -4705328.500000 Penalty: 3201.843262
	Iteration 11Q: 3 clusters Score -4705328 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 45680 members 
Entering Unmasked Estep 
Score: -4706275.000000 Penalty: 3201.843262
	Iteration 12Q: 3 clusters Score -4706275 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 46243 members 
Entering Unmasked Estep 
Score: -4706785.500000 Penalty: 3201.843262
	Iteration 13Q: 3 clusters Score -4706786 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 46498 members 
Entering Unmasked Estep 
Score: -4707018.500000 Penalty: 3201.843262
	Iteration 14Q: 3 clusters Score -4707018 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 46620 members 
Entering Unmasked Estep 
Score: -4707145.000000 Penalty: 3201.843262
	Iteration 15Q: 3 clusters Score -4707145 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 46671 members 
Entering Unmasked Estep 
Score: -4707201.500000 Penalty: 3201.843262
	Iteration 16Q: 3 clusters Score -4707202 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 46696 members 
Entering Unmasked Estep 
Score: -4707241.000000 Penalty: 3201.843262
	Iteration 17Q: 3 clusters Score -4707241 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 46726 members 
Entering Unmasked Estep 
Score: -4707278.500000 Penalty: 3201.843262
	Iteration 18Q: 3 clusters Score -4707278 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 46737 members 
Entering Unmasked Estep 
Score: -4707297.500000 Penalty: 3201.843262
	Iteration 19Q: 3 clusters Score -4707298 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 46749 members 
Entering Unmasked Estep 
Score: -4707329.500000 Penalty: 3201.843262
	Iteration 20F: 3 clusters Score -4707330 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 46757 members 
Entering Unmasked Estep 
Score: -4707345.500000 Penalty: 3201.843262
	Iteration 21Q: 3 clusters Score -4707346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 46764 members 
Entering Unmasked Estep 
Score: -4707352.000000 Penalty: 3201.843262
	Iteration 22Q: 3 clusters Score -4707352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 46765 members 
Entering Unmasked Estep 
Score: -4707355.000000 Penalty: 3201.843262
	Iteration 23Q: 3 clusters Score -4707355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 46764 members 
Entering Unmasked Estep 
Score: -4707355.000000 Penalty: 3201.843262
	Iteration 24Q: 3 clusters Score -4707355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 46765 members 
Entering Unmasked Estep 
Score: -4707360.000000 Penalty: 3201.843262
	Iteration 25Q: 3 clusters Score -4707360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 46766 members 
Entering Unmasked Estep 
Score: -4707356.500000 Penalty: 3201.843262
	Iteration 26Q: 3 clusters Score -4707356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 46768 members 
Entering Unmasked Estep 
Score: -4707363.500000 Penalty: 3201.843262
	Iteration 27Q: 3 clusters Score -4707364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 46769 members 
Entering Unmasked Estep 
Score: -4707371.500000 Penalty: 3201.843262
	Iteration 28Q: 3 clusters Score -4707372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 46769 members 
Entering Unmasked Estep 
Score: -4707371.500000 Penalty: 3201.843262
	Iteration 29F: 3 clusters Score -4707372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Entering Unmasked Estep 
Score: -1180777.375000 Penalty: 1395.756348
	Iteration 0F: 2 clusters Score -1180777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1172901.875000 Penalty: 2791.512695
	Iteration 0F: 3 clusters Score -1172902 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1175590.875000 Penalty: 2791.512695
	Iteration 1F: 3 clusters Score -1175591 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1175913.625000 Penalty: 2791.512695
	Iteration 2F: 3 clusters Score -1175914 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1176167.875000 Penalty: 2791.512695
	Iteration 3F: 3 clusters Score -1176168 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1176426.625000 Penalty: 2791.512695
	Iteration 4Q: 3 clusters Score -1176427 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1176679.875000 Penalty: 2791.512695
	Iteration 5Q: 3 clusters Score -1176680 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1176927.625000 Penalty: 2791.512695
	Iteration 6Q: 3 clusters Score -1176928 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1177189.875000 Penalty: 2791.512695
	Iteration 7Q: 3 clusters Score -1177190 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1177507.500000 Penalty: 2791.512695
	Iteration 8Q: 3 clusters Score -1177508 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1177838.375000 Penalty: 2791.512695
	Iteration 9Q: 3 clusters Score -1177838 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1178165.375000 Penalty: 2791.512695
	Iteration 10Q: 3 clusters Score -1178165 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1178450.625000 Penalty: 2791.512695
	Iteration 11Q: 3 clusters Score -1178451 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1178666.875000 Penalty: 2791.512695
	Iteration 12Q: 3 clusters Score -1178667 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1178837.500000 Penalty: 2791.512695
	Iteration 13Q: 3 clusters Score -1178838 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1178968.250000 Penalty: 2791.512695
	Iteration 14Q: 3 clusters Score -1178968 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1179048.250000 Penalty: 2791.512695
	Iteration 15Q: 3 clusters Score -1179048 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1179094.750000 Penalty: 2791.512695
	Iteration 16Q: 3 clusters Score -1179095 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1179128.750000 Penalty: 2791.512695
	Iteration 17Q: 3 clusters Score -1179129 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1179159.125000 Penalty: 2791.512695
	Iteration 18Q: 3 clusters Score -1179159 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1179177.125000 Penalty: 2791.512695
	Iteration 19Q: 3 clusters Score -1179177 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1179199.625000 Penalty: 2791.512695
	Iteration 20F: 3 clusters Score -1179200 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1179236.250000 Penalty: 2791.512695
	Iteration 21Q: 3 clusters Score -1179236 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1179267.625000 Penalty: 2791.512695
	Iteration 22Q: 3 clusters Score -1179268 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1179292.000000 Penalty: 2791.512695
	Iteration 23Q: 3 clusters Score -1179292 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1179304.875000 Penalty: 2791.512695
	Iteration 24Q: 3 clusters Score -1179305 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1179318.875000 Penalty: 2791.512695
	Iteration 25Q: 3 clusters Score -1179319 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1179332.000000 Penalty: 2791.512695
	Iteration 26Q: 3 clusters Score -1179332 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1179340.500000 Penalty: 2791.512695
	Iteration 27Q: 3 clusters Score -1179340 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1179350.375000 Penalty: 2791.512695
	Iteration 28Q: 3 clusters Score -1179350 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1179362.500000 Penalty: 2791.512695
	Iteration 29Q: 3 clusters Score -1179362 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1179373.500000 Penalty: 2791.512695
	Iteration 30Q: 3 clusters Score -1179374 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1179384.375000 Penalty: 2791.512695
	Iteration 31Q: 3 clusters Score -1179384 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1179395.375000 Penalty: 2791.512695
	Iteration 32Q: 3 clusters Score -1179395 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1179408.500000 Penalty: 2791.512695
	Iteration 33Q: 3 clusters Score -1179408 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1179415.875000 Penalty: 2791.512695
	Iteration 34Q: 3 clusters Score -1179416 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1179425.375000 Penalty: 2791.512695
	Iteration 35Q: 3 clusters Score -1179425 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1179437.250000 Penalty: 2791.512695
	Iteration 36Q: 3 clusters Score -1179437 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1179446.250000 Penalty: 2791.512695
	Iteration 37Q: 3 clusters Score -1179446 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1179465.625000 Penalty: 2791.512695
	Iteration 38Q: 3 clusters Score -1179466 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1179475.250000 Penalty: 2791.512695
	Iteration 39Q: 3 clusters Score -1179475 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1179493.125000 Penalty: 2791.512695
	Iteration 40F: 3 clusters Score -1179493 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1179506.625000 Penalty: 2791.512695
	Iteration 41Q: 3 clusters Score -1179507 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1179519.875000 Penalty: 2791.512695
	Iteration 42Q: 3 clusters Score -1179520 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1179527.125000 Penalty: 2791.512695
	Iteration 43Q: 3 clusters Score -1179527 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1179538.500000 Penalty: 2791.512695
	Iteration 44Q: 3 clusters Score -1179538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1179545.875000 Penalty: 2791.512695
	Iteration 45Q: 3 clusters Score -1179546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1179550.125000 Penalty: 2791.512695
	Iteration 46Q: 3 clusters Score -1179550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1179553.875000 Penalty: 2791.512695
	Iteration 47Q: 3 clusters Score -1179554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1179555.625000 Penalty: 2791.512695
	Iteration 48Q: 3 clusters Score -1179556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1179555.000000 Penalty: 2791.512695
	Iteration 49Q: 3 clusters Score -1179555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1179558.875000 Penalty: 2791.512695
	Iteration 50Q: 3 clusters Score -1179559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1179560.875000 Penalty: 2791.512695
	Iteration 51Q: 3 clusters Score -1179561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1179563.875000 Penalty: 2791.512695
	Iteration 52Q: 3 clusters Score -1179564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1179567.125000 Penalty: 2791.512695
	Iteration 53Q: 3 clusters Score -1179567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1179572.125000 Penalty: 2791.512695
	Iteration 54Q: 3 clusters Score -1179572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1179574.000000 Penalty: 2791.512695
	Iteration 55Q: 3 clusters Score -1179574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1179576.750000 Penalty: 2791.512695
	Iteration 56Q: 3 clusters Score -1179577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1179580.250000 Penalty: 2791.512695
	Iteration 57Q: 3 clusters Score -1179580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1179583.250000 Penalty: 2791.512695
	Iteration 58Q: 3 clusters Score -1179583 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1179587.375000 Penalty: 2791.512695
	Iteration 59Q: 3 clusters Score -1179587 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1179592.625000 Penalty: 2791.512695
	Iteration 60F: 3 clusters Score -1179593 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1179602.375000 Penalty: 2791.512695
	Iteration 61Q: 3 clusters Score -1179602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1179608.375000 Penalty: 2791.512695
	Iteration 62Q: 3 clusters Score -1179608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1179611.000000 Penalty: 2791.512695
	Iteration 63Q: 3 clusters Score -1179611 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1179619.500000 Penalty: 2791.512695
	Iteration 64Q: 3 clusters Score -1179620 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1179626.375000 Penalty: 2791.512695
	Iteration 65Q: 3 clusters Score -1179626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1179632.000000 Penalty: 2791.512695
	Iteration 66Q: 3 clusters Score -1179632 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1179637.000000 Penalty: 2791.512695
	Iteration 67Q: 3 clusters Score -1179637 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1179640.125000 Penalty: 2791.512695
	Iteration 68Q: 3 clusters Score -1179640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1179645.250000 Penalty: 2791.512695
	Iteration 69Q: 3 clusters Score -1179645 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1179652.000000 Penalty: 2791.512695
	Iteration 70Q: 3 clusters Score -1179652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1179655.375000 Penalty: 2791.512695
	Iteration 71Q: 3 clusters Score -1179655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1179658.000000 Penalty: 2791.512695
	Iteration 72Q: 3 clusters Score -1179658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1179662.250000 Penalty: 2791.512695
	Iteration 73Q: 3 clusters Score -1179662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1179665.500000 Penalty: 2791.512695
	Iteration 74Q: 3 clusters Score -1179666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1179670.750000 Penalty: 2791.512695
	Iteration 75Q: 3 clusters Score -1179671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1179674.750000 Penalty: 2791.512695
	Iteration 76Q: 3 clusters Score -1179675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1179673.375000 Penalty: 2791.512695
	Iteration 77Q: 3 clusters Score -1179673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1179671.000000 Penalty: 2791.512695
	Iteration 78Q: 3 clusters Score -1179671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1179671.000000 Penalty: 2791.512695
	Iteration 79F: 3 clusters Score -1179671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Entering Unmasked Estep 
Score: -465920.968750 Penalty: 1267.804077
	Iteration 0F: 2 clusters Score -465921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -462223.968750 Penalty: 2535.608154
	Iteration 0F: 3 clusters Score -462224 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -463353.468750 Penalty: 2535.608154
	Iteration 1F: 3 clusters Score -463353.5 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -463613.625000 Penalty: 2535.608154
	Iteration 2F: 3 clusters Score -463613.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -463775.718750 Penalty: 2535.608154
	Iteration 3F: 3 clusters Score -463775.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -463905.875000 Penalty: 2535.608154
	Iteration 4Q: 3 clusters Score -463905.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -463995.687500 Penalty: 2535.608154
	Iteration 5Q: 3 clusters Score -463995.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -464067.906250 Penalty: 2535.608154
	Iteration 6Q: 3 clusters Score -464067.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -464128.718750 Penalty: 2535.608154
	Iteration 7Q: 3 clusters Score -464128.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -464196.031250 Penalty: 2535.608154
	Iteration 8Q: 3 clusters Score -464196 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -464271.687500 Penalty: 2535.608154
	Iteration 9Q: 3 clusters Score -464271.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -464328.875000 Penalty: 2535.608154
	Iteration 10Q: 3 clusters Score -464328.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -464384.218750 Penalty: 2535.608154
	Iteration 11Q: 3 clusters Score -464384.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -464421.156250 Penalty: 2535.608154
	Iteration 12Q: 3 clusters Score -464421.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -464451.937500 Penalty: 2535.608154
	Iteration 13Q: 3 clusters Score -464451.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -464487.093750 Penalty: 2535.608154
	Iteration 14Q: 3 clusters Score -464487.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -464520.500000 Penalty: 2535.608154
	Iteration 15Q: 3 clusters Score -464520.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -464550.906250 Penalty: 2535.608154
	Iteration 16Q: 3 clusters Score -464550.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -464580.125000 Penalty: 2535.608154
	Iteration 17Q: 3 clusters Score -464580.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -464602.312500 Penalty: 2535.608154
	Iteration 18Q: 3 clusters Score -464602.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -464619.375000 Penalty: 2535.608154
	Iteration 19Q: 3 clusters Score -464619.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -464630.343750 Penalty: 2535.608154
	Iteration 20F: 3 clusters Score -464630.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -464641.281250 Penalty: 2535.608154
	Iteration 21Q: 3 clusters Score -464641.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -464650.843750 Penalty: 2535.608154
	Iteration 22Q: 3 clusters Score -464650.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -464663.781250 Penalty: 2535.608154
	Iteration 23Q: 3 clusters Score -464663.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -464675.687500 Penalty: 2535.608154
	Iteration 24Q: 3 clusters Score -464675.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -464690.812500 Penalty: 2535.608154
	Iteration 25Q: 3 clusters Score -464690.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -464706.375000 Penalty: 2535.608154
	Iteration 26Q: 3 clusters Score -464706.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -464720.593750 Penalty: 2535.608154
	Iteration 27Q: 3 clusters Score -464720.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -464732.093750 Penalty: 2535.608154
	Iteration 28Q: 3 clusters Score -464732.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -464742.187500 Penalty: 2535.608154
	Iteration 29Q: 3 clusters Score -464742.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -464751.875000 Penalty: 2535.608154
	Iteration 30Q: 3 clusters Score -464751.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -464761.281250 Penalty: 2535.608154
	Iteration 31Q: 3 clusters Score -464761.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -464770.437500 Penalty: 2535.608154
	Iteration 32Q: 3 clusters Score -464770.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -464779.375000 Penalty: 2535.608154
	Iteration 33Q: 3 clusters Score -464779.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -464788.625000 Penalty: 2535.608154
	Iteration 34Q: 3 clusters Score -464788.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -464796.281250 Penalty: 2535.608154
	Iteration 35Q: 3 clusters Score -464796.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -464803.875000 Penalty: 2535.608154
	Iteration 36Q: 3 clusters Score -464803.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -464809.343750 Penalty: 2535.608154
	Iteration 37Q: 3 clusters Score -464809.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -464813.312500 Penalty: 2535.608154
	Iteration 38Q: 3 clusters Score -464813.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -464819.531250 Penalty: 2535.608154
	Iteration 39Q: 3 clusters Score -464819.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -464824.750000 Penalty: 2535.608154
	Iteration 40F: 3 clusters Score -464824.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -464829.156250 Penalty: 2535.608154
	Iteration 41Q: 3 clusters Score -464829.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -464833.656250 Penalty: 2535.608154
	Iteration 42Q: 3 clusters Score -464833.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -464839.812500 Penalty: 2535.608154
	Iteration 43Q: 3 clusters Score -464839.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -464842.625000 Penalty: 2535.608154
	Iteration 44Q: 3 clusters Score -464842.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -464846.937500 Penalty: 2535.608154
	Iteration 45Q: 3 clusters Score -464846.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -464850.656250 Penalty: 2535.608154
	Iteration 46Q: 3 clusters Score -464850.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -464854.468750 Penalty: 2535.608154
	Iteration 47Q: 3 clusters Score -464854.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -464860.125000 Penalty: 2535.608154
	Iteration 48Q: 3 clusters Score -464860.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -464863.562500 Penalty: 2535.608154
	Iteration 49Q: 3 clusters Score -464863.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -464864.218750 Penalty: 2535.608154
	Iteration 50Q: 3 clusters Score -464864.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -464865.562500 Penalty: 2535.608154
	Iteration 51Q: 3 clusters Score -464865.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -464866.937500 Penalty: 2535.608154
	Iteration 52Q: 3 clusters Score -464866.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -464867.562500 Penalty: 2535.608154
	Iteration 53Q: 3 clusters Score -464867.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -464869.468750 Penalty: 2535.608154
	Iteration 54Q: 3 clusters Score -464869.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -464872.031250 Penalty: 2535.608154
	Iteration 55Q: 3 clusters Score -464872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -464875.156250 Penalty: 2535.608154
	Iteration 56Q: 3 clusters Score -464875.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -464879.437500 Penalty: 2535.608154
	Iteration 57Q: 3 clusters Score -464879.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -464885.343750 Penalty: 2535.608154
	Iteration 58Q: 3 clusters Score -464885.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -464892.500000 Penalty: 2535.608154
	Iteration 59Q: 3 clusters Score -464892.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -464898.093750 Penalty: 2535.608154
	Iteration 60F: 3 clusters Score -464898.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -464902.406250 Penalty: 2535.608154
	Iteration 61Q: 3 clusters Score -464902.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -464904.312500 Penalty: 2535.608154
	Iteration 62Q: 3 clusters Score -464904.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -464905.875000 Penalty: 2535.608154
	Iteration 63Q: 3 clusters Score -464905.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -464906.187500 Penalty: 2535.608154
	Iteration 64Q: 3 clusters Score -464906.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -464906.843750 Penalty: 2535.608154
	Iteration 65Q: 3 clusters Score -464906.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -464906.843750 Penalty: 2535.608154
	Iteration 66F: 3 clusters Score -464906.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Entering Unmasked Estep 
Score: -1220281.625000 Penalty: 1393.606201
	Iteration 0F: 2 clusters Score -1220282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1212439.000000 Penalty: 2787.212402
	Iteration 0F: 3 clusters Score -1212439 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1215068.500000 Penalty: 2787.212402
	Iteration 1F: 3 clusters Score -1215068 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1215477.750000 Penalty: 2787.212402
	Iteration 2F: 3 clusters Score -1215478 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1215811.125000 Penalty: 2787.212402
	Iteration 3F: 3 clusters Score -1215811 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1216115.750000 Penalty: 2787.212402
	Iteration 4Q: 3 clusters Score -1216116 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1216469.875000 Penalty: 2787.212402
	Iteration 5F: 3 clusters Score -1216470 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1216846.250000 Penalty: 2787.212402
	Iteration 6Q: 3 clusters Score -1216846 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1217288.000000 Penalty: 2787.212402
	Iteration 7F: 3 clusters Score -1217288 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1217720.250000 Penalty: 2787.212402
	Iteration 8Q: 3 clusters Score -1217720 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1218127.125000 Penalty: 2787.212402
	Iteration 9Q: 3 clusters Score -1218127 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1218462.750000 Penalty: 2787.212402
	Iteration 10Q: 3 clusters Score -1218463 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1218727.375000 Penalty: 2787.212402
	Iteration 11Q: 3 clusters Score -1218727 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1218901.625000 Penalty: 2787.212402
	Iteration 12Q: 3 clusters Score -1218902 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1219002.375000 Penalty: 2787.212402
	Iteration 13Q: 3 clusters Score -1219002 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1219071.375000 Penalty: 2787.212402
	Iteration 14Q: 3 clusters Score -1219071 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1219114.625000 Penalty: 2787.212402
	Iteration 15Q: 3 clusters Score -1219115 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1219136.750000 Penalty: 2787.212402
	Iteration 16Q: 3 clusters Score -1219137 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1219158.875000 Penalty: 2787.212402
	Iteration 17Q: 3 clusters Score -1219159 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1219176.500000 Penalty: 2787.212402
	Iteration 18Q: 3 clusters Score -1219176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1219186.250000 Penalty: 2787.212402
	Iteration 19Q: 3 clusters Score -1219186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1219190.625000 Penalty: 2787.212402
	Iteration 20F: 3 clusters Score -1219191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1219191.000000 Penalty: 2787.212402
	Iteration 21Q: 3 clusters Score -1219191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1219192.750000 Penalty: 2787.212402
	Iteration 22Q: 3 clusters Score -1219193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1219192.750000 Penalty: 2787.212402
	Iteration 23F: 3 clusters Score -1219193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Entering Unmasked Estep 
Score: -666691.000000 Penalty: 1312.432129
	Iteration 0F: 2 clusters Score -666691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -661991.375000 Penalty: 2624.864258
	Iteration 0F: 3 clusters Score -661991.4 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -663472.625000 Penalty: 2624.864258
	Iteration 1F: 3 clusters Score -663472.6 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -663749.875000 Penalty: 2624.864258
	Iteration 2F: 3 clusters Score -663749.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -663919.437500 Penalty: 2624.864258
	Iteration 3F: 3 clusters Score -663919.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -664049.000000 Penalty: 2624.864258
	Iteration 4Q: 3 clusters Score -664049 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -664155.062500 Penalty: 2624.864258
	Iteration 5Q: 3 clusters Score -664155.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -664242.500000 Penalty: 2624.864258
	Iteration 6Q: 3 clusters Score -664242.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -664333.437500 Penalty: 2624.864258
	Iteration 7Q: 3 clusters Score -664333.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -664410.500000 Penalty: 2624.864258
	Iteration 8Q: 3 clusters Score -664410.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -664503.750000 Penalty: 2624.864258
	Iteration 9Q: 3 clusters Score -664503.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -664581.062500 Penalty: 2624.864258
	Iteration 10Q: 3 clusters Score -664581.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -664661.625000 Penalty: 2624.864258
	Iteration 11Q: 3 clusters Score -664661.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -664735.625000 Penalty: 2624.864258
	Iteration 12Q: 3 clusters Score -664735.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -664810.625000 Penalty: 2624.864258
	Iteration 13Q: 3 clusters Score -664810.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -664893.937500 Penalty: 2624.864258
	Iteration 14Q: 3 clusters Score -664893.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -664984.375000 Penalty: 2624.864258
	Iteration 15Q: 3 clusters Score -664984.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -665091.875000 Penalty: 2624.864258
	Iteration 16Q: 3 clusters Score -665091.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -665193.562500 Penalty: 2624.864258
	Iteration 17Q: 3 clusters Score -665193.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -665291.937500 Penalty: 2624.864258
	Iteration 18Q: 3 clusters Score -665291.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -665367.500000 Penalty: 2624.864258
	Iteration 19Q: 3 clusters Score -665367.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -665426.125000 Penalty: 2624.864258
	Iteration 20F: 3 clusters Score -665426.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -665474.125000 Penalty: 2624.864258
	Iteration 21Q: 3 clusters Score -665474.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -665516.250000 Penalty: 2624.864258
	Iteration 22Q: 3 clusters Score -665516.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -665551.062500 Penalty: 2624.864258
	Iteration 23Q: 3 clusters Score -665551.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -665577.562500 Penalty: 2624.864258
	Iteration 24Q: 3 clusters Score -665577.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -665600.250000 Penalty: 2624.864258
	Iteration 25Q: 3 clusters Score -665600.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -665629.562500 Penalty: 2624.864258
	Iteration 26Q: 3 clusters Score -665629.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -665652.250000 Penalty: 2624.864258
	Iteration 27Q: 3 clusters Score -665652.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -665671.062500 Penalty: 2624.864258
	Iteration 28Q: 3 clusters Score -665671.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -665681.875000 Penalty: 2624.864258
	Iteration 29Q: 3 clusters Score -665681.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -665690.375000 Penalty: 2624.864258
	Iteration 30Q: 3 clusters Score -665690.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -665702.437500 Penalty: 2624.864258
	Iteration 31Q: 3 clusters Score -665702.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -665704.500000 Penalty: 2624.864258
	Iteration 32Q: 3 clusters Score -665704.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -665708.312500 Penalty: 2624.864258
	Iteration 33Q: 3 clusters Score -665708.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -665713.937500 Penalty: 2624.864258
	Iteration 34Q: 3 clusters Score -665713.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -665731.812500 Penalty: 2624.864258
	Iteration 35Q: 3 clusters Score -665731.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -665740.000000 Penalty: 2624.864258
	Iteration 36Q: 3 clusters Score -665740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -665749.062500 Penalty: 2624.864258
	Iteration 37Q: 3 clusters Score -665749.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -665760.812500 Penalty: 2624.864258
	Iteration 38Q: 3 clusters Score -665760.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -665766.000000 Penalty: 2624.864258
	Iteration 39Q: 3 clusters Score -665766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -665770.062500 Penalty: 2624.864258
	Iteration 40F: 3 clusters Score -665770.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -665771.250000 Penalty: 2624.864258
	Iteration 41Q: 3 clusters Score -665771.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -665773.687500 Penalty: 2624.864258
	Iteration 42Q: 3 clusters Score -665773.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -665775.437500 Penalty: 2624.864258
	Iteration 43Q: 3 clusters Score -665775.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -665774.750000 Penalty: 2624.864258
	Iteration 44Q: 3 clusters Score -665774.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -665777.062500 Penalty: 2624.864258
	Iteration 45Q: 3 clusters Score -665777.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -665777.562500 Penalty: 2624.864258
	Iteration 46Q: 3 clusters Score -665777.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -665777.562500 Penalty: 2624.864258
	Iteration 47F: 3 clusters Score -665777.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (21354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Entering Unmasked Estep 
Score: -2184009.250000 Penalty: 1483.386353
	Iteration 0F: 2 clusters Score -2184009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -2170056.500000 Penalty: 2966.772705
	Iteration 0F: 3 clusters Score -2170056 nChanged 9472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -2175261.500000 Penalty: 2966.772705
	Iteration 1F: 3 clusters Score -2175262 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -2175809.000000 Penalty: 2966.772705
	Iteration 2F: 3 clusters Score -2175809 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -2176366.750000 Penalty: 2966.772705
	Iteration 3F: 3 clusters Score -2176367 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -2176990.500000 Penalty: 2966.772705
	Iteration 4F: 3 clusters Score -2176990 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -2177698.000000 Penalty: 2966.772705
	Iteration 5F: 3 clusters Score -2177698 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -2178497.500000 Penalty: 2966.772705
	Iteration 6F: 3 clusters Score -2178498 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -2179278.500000 Penalty: 2966.772705
	Iteration 7F: 3 clusters Score -2179278 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -2180000.000000 Penalty: 2966.772705
	Iteration 8Q: 3 clusters Score -2180000 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -2180693.750000 Penalty: 2966.772705
	Iteration 9Q: 3 clusters Score -2180694 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -2181298.750000 Penalty: 2966.772705
	Iteration 10Q: 3 clusters Score -2181299 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2181804.000000 Penalty: 2966.772705
	Iteration 11Q: 3 clusters Score -2181804 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2182146.750000 Penalty: 2966.772705
	Iteration 12Q: 3 clusters Score -2182147 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2182383.250000 Penalty: 2966.772705
	Iteration 13Q: 3 clusters Score -2182383 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2182539.750000 Penalty: 2966.772705
	Iteration 14Q: 3 clusters Score -2182540 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2182643.750000 Penalty: 2966.772705
	Iteration 15Q: 3 clusters Score -2182644 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2182697.750000 Penalty: 2966.772705
	Iteration 16Q: 3 clusters Score -2182698 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2182738.500000 Penalty: 2966.772705
	Iteration 17Q: 3 clusters Score -2182738 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2182773.000000 Penalty: 2966.772705
	Iteration 18Q: 3 clusters Score -2182773 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20848 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2182799.000000 Penalty: 2966.772705
	Iteration 19Q: 3 clusters Score -2182799 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2182811.500000 Penalty: 2966.772705
	Iteration 20F: 3 clusters Score -2182812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2182826.500000 Penalty: 2966.772705
	Iteration 21Q: 3 clusters Score -2182826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2182829.500000 Penalty: 2966.772705
	Iteration 22Q: 3 clusters Score -2182830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2182837.500000 Penalty: 2966.772705
	Iteration 23Q: 3 clusters Score -2182838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2182843.500000 Penalty: 2966.772705
	Iteration 24Q: 3 clusters Score -2182844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2182846.250000 Penalty: 2966.772705
	Iteration 25Q: 3 clusters Score -2182846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2182848.500000 Penalty: 2966.772705
	Iteration 26Q: 3 clusters Score -2182848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2182851.750000 Penalty: 2966.772705
	Iteration 27Q: 3 clusters Score -2182852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2182851.750000 Penalty: 2966.772705
	Iteration 28F: 3 clusters Score -2182852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Entering Unmasked Estep 
Score: -1406946.875000 Penalty: 1419.755859
	Iteration 0F: 2 clusters Score -1406947 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1397757.750000 Penalty: 2839.511719
	Iteration 0F: 3 clusters Score -1397758 nChanged 5946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1400906.250000 Penalty: 2839.511719
	Iteration 1F: 3 clusters Score -1400906 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1401240.500000 Penalty: 2839.511719
	Iteration 2F: 3 clusters Score -1401240 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1401506.250000 Penalty: 2839.511719
	Iteration 3Q: 3 clusters Score -1401506 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1401756.000000 Penalty: 2839.511719
	Iteration 4Q: 3 clusters Score -1401756 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1401995.000000 Penalty: 2839.511719
	Iteration 5Q: 3 clusters Score -1401995 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1402224.250000 Penalty: 2839.511719
	Iteration 6Q: 3 clusters Score -1402224 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1402441.375000 Penalty: 2839.511719
	Iteration 7Q: 3 clusters Score -1402441 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1402679.750000 Penalty: 2839.511719
	Iteration 8Q: 3 clusters Score -1402680 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1402936.625000 Penalty: 2839.511719
	Iteration 9Q: 3 clusters Score -1402937 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1403204.500000 Penalty: 2839.511719
	Iteration 10Q: 3 clusters Score -1403204 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1403459.500000 Penalty: 2839.511719
	Iteration 11Q: 3 clusters Score -1403460 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1403715.000000 Penalty: 2839.511719
	Iteration 12Q: 3 clusters Score -1403715 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1403960.750000 Penalty: 2839.511719
	Iteration 13Q: 3 clusters Score -1403961 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1404195.500000 Penalty: 2839.511719
	Iteration 14Q: 3 clusters Score -1404196 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1404375.625000 Penalty: 2839.511719
	Iteration 15Q: 3 clusters Score -1404376 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1404502.625000 Penalty: 2839.511719
	Iteration 16Q: 3 clusters Score -1404503 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1404620.875000 Penalty: 2839.511719
	Iteration 17Q: 3 clusters Score -1404621 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1404706.625000 Penalty: 2839.511719
	Iteration 18Q: 3 clusters Score -1404707 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1404781.750000 Penalty: 2839.511719
	Iteration 19Q: 3 clusters Score -1404782 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1404831.750000 Penalty: 2839.511719
	Iteration 20F: 3 clusters Score -1404832 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1404867.125000 Penalty: 2839.511719
	Iteration 21Q: 3 clusters Score -1404867 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1404890.875000 Penalty: 2839.511719
	Iteration 22Q: 3 clusters Score -1404891 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1404915.125000 Penalty: 2839.511719
	Iteration 23Q: 3 clusters Score -1404915 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1404933.875000 Penalty: 2839.511719
	Iteration 24Q: 3 clusters Score -1404934 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1404947.625000 Penalty: 2839.511719
	Iteration 25Q: 3 clusters Score -1404948 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1404951.000000 Penalty: 2839.511719
	Iteration 26Q: 3 clusters Score -1404951 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1404957.875000 Penalty: 2839.511719
	Iteration 27Q: 3 clusters Score -1404958 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1404963.500000 Penalty: 2839.511719
	Iteration 28Q: 3 clusters Score -1404964 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1404972.000000 Penalty: 2839.511719
	Iteration 29Q: 3 clusters Score -1404972 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1404973.125000 Penalty: 2839.511719
	Iteration 30Q: 3 clusters Score -1404973 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1404983.000000 Penalty: 2839.511719
	Iteration 31Q: 3 clusters Score -1404983 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1404990.250000 Penalty: 2839.511719
	Iteration 32Q: 3 clusters Score -1404990 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1404998.000000 Penalty: 2839.511719
	Iteration 33Q: 3 clusters Score -1404998 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1405003.625000 Penalty: 2839.511719
	Iteration 34Q: 3 clusters Score -1405004 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1405008.000000 Penalty: 2839.511719
	Iteration 35Q: 3 clusters Score -1405008 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1405011.750000 Penalty: 2839.511719
	Iteration 36Q: 3 clusters Score -1405012 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1405024.375000 Penalty: 2839.511719
	Iteration 37Q: 3 clusters Score -1405024 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1405032.625000 Penalty: 2839.511719
	Iteration 38Q: 3 clusters Score -1405033 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1405036.625000 Penalty: 2839.511719
	Iteration 39Q: 3 clusters Score -1405037 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1405038.500000 Penalty: 2839.511719
	Iteration 40F: 3 clusters Score -1405038 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1405050.500000 Penalty: 2839.511719
	Iteration 41Q: 3 clusters Score -1405050 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1405054.500000 Penalty: 2839.511719
	Iteration 42Q: 3 clusters Score -1405054 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1405062.750000 Penalty: 2839.511719
	Iteration 43Q: 3 clusters Score -1405063 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1405070.750000 Penalty: 2839.511719
	Iteration 44Q: 3 clusters Score -1405071 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1405078.625000 Penalty: 2839.511719
	Iteration 45Q: 3 clusters Score -1405079 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1405081.250000 Penalty: 2839.511719
	Iteration 46Q: 3 clusters Score -1405081 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1405082.375000 Penalty: 2839.511719
	Iteration 47Q: 3 clusters Score -1405082 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1405088.375000 Penalty: 2839.511719
	Iteration 48Q: 3 clusters Score -1405088 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1405102 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1405108 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1405117 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1405119 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1405120 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1405124.500000 Penalty: 2839.511719
	Iteration 54Q: 3 clusters Score -1405124 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1405128 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1405130 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1405135 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1405140.250000 Penalty: 2839.511719
	Iteration 58Q: 3 clusters Score -1405140 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1405142.750000 Penalty: 2839.511719
	Iteration 59Q: 3 clusters Score -1405143 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1405146.250000 Penalty: 2839.511719
	Iteration 60F: 3 clusters Score -1405146 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1405147 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1405146 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1405151.375000 Penalty: 2839.511719
	Iteration 63Q: 3 clusters Score -1405151 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1405152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1405156.750000 Penalty: 2839.511719
	Iteration 65Q: 3 clusters Score -1405157 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1405156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1405159 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1405160 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1405162 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1405161.250000 Penalty: 2839.511719
	Iteration 70Q: 3 clusters Score -1405161 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1405165.125000 Penalty: 2839.511719
	Iteration 71Q: 3 clusters Score -1405165 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1405166 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1405169.125000 Penalty: 2839.511719
	Iteration 73Q: 3 clusters Score -1405169 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1405169 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1405174.625000 Penalty: 2839.511719
	Iteration 75Q: 3 clusters Score -1405175 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1405176 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1405176 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1405182.750000 Penalty: 2839.511719
	Iteration 78Q: 3 clusters Score -1405183 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1405191 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1405191.625000 Penalty: 2839.511719
	Iteration 80F: 3 clusters Score -1405192 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1405194 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1405198 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1405200 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1405206.500000 Penalty: 2839.511719
	Iteration 84Q: 3 clusters Score -1405206 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1405206 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1405216.875000 Penalty: 2839.511719
	Iteration 86Q: 3 clusters Score -1405217 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1405219.500000 Penalty: 2839.511719
	Iteration 87Q: 3 clusters Score -1405220 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1405221.000000 Penalty: 2839.511719
	Iteration 88Q: 3 clusters Score -1405221 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1405226.875000 Penalty: 2839.511719
	Iteration 89Q: 3 clusters Score -1405227 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1405234.500000 Penalty: 2839.511719
	Iteration 90Q: 3 clusters Score -1405234 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1405238.500000 Penalty: 2839.511719
	Iteration 91Q: 3 clusters Score -1405238 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1405242.125000 Penalty: 2839.511719
	Iteration 92Q: 3 clusters Score -1405242 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1405247.500000 Penalty: 2839.511719
	Iteration 93Q: 3 clusters Score -1405248 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1405256.375000 Penalty: 2839.511719
	Iteration 94Q: 3 clusters Score -1405256 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1405266.625000 Penalty: 2839.511719
	Iteration 95Q: 3 clusters Score -1405267 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1405277.000000 Penalty: 2839.511719
	Iteration 96Q: 3 clusters Score -1405277 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1405287 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1405297 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1405306 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
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Entering Unmasked Estep 
Score: -1405320.750000 Penalty: 2839.511719
	Iteration 100F: 3 clusters Score -1405321 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1405334 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1405344.625000 Penalty: 2839.511719
	Iteration 102Q: 3 clusters Score -1405345 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1405349 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1405358.750000 Penalty: 2839.511719
	Iteration 104Q: 3 clusters Score -1405359 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1405368 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10401 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1405373 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1405388 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1405400.750000 Penalty: 2839.511719
	Iteration 108Q: 3 clusters Score -1405401 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1405418.000000 Penalty: 2839.511719
	Iteration 109Q: 3 clusters Score -1405418 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1405441 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1405471.000000 Penalty: 2839.511719
	Iteration 111Q: 3 clusters Score -1405471 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1405507 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1405548 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1405583 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1405613 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1405653 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1405677 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1405704 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1405724 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1405744.000000 Penalty: 2839.511719
	Iteration 120F: 3 clusters Score -1405744 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1405766 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1405793.750000 Penalty: 2839.511719
	Iteration 122Q: 3 clusters Score -1405794 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1405811.625000 Penalty: 2839.511719
	Iteration 123Q: 3 clusters Score -1405812 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1405839.125000 Penalty: 2839.511719
	Iteration 124Q: 3 clusters Score -1405839 nChanged 59
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1405861.875000 Penalty: 2839.511719
	Iteration 125Q: 3 clusters Score -1405862 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1405879.000000 Penalty: 2839.511719
	Iteration 126Q: 3 clusters Score -1405879 nChanged 48
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Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1405895.000000 Penalty: 2839.511719
	Iteration 127Q: 3 clusters Score -1405895 nChanged 41
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Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1405907.375000 Penalty: 2839.511719
	Iteration 128Q: 3 clusters Score -1405907 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1405926.375000 Penalty: 2839.511719
	Iteration 129Q: 3 clusters Score -1405926 nChanged 44
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1405938.375000 Penalty: 2839.511719
	Iteration 130Q: 3 clusters Score -1405938 nChanged 45
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Mstep: Class 1 contains 12020 members 
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Entering Unmasked Estep 
Score: -1405949.750000 Penalty: 2839.511719
	Iteration 131Q: 3 clusters Score -1405950 nChanged 43
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Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1405964.875000 Penalty: 2839.511719
	Iteration 132Q: 3 clusters Score -1405965 nChanged 33
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1405975.625000 Penalty: 2839.511719
	Iteration 133Q: 3 clusters Score -1405976 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1405987.000000 Penalty: 2839.511719
	Iteration 134Q: 3 clusters Score -1405987 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1405995.875000 Penalty: 2839.511719
	Iteration 135Q: 3 clusters Score -1405996 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1406000.625000 Penalty: 2839.511719
	Iteration 136Q: 3 clusters Score -1406001 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1406009.500000 Penalty: 2839.511719
	Iteration 137Q: 3 clusters Score -1406010 nChanged 21
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Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1406013.000000 Penalty: 2839.511719
	Iteration 138Q: 3 clusters Score -1406013 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1406020.250000 Penalty: 2839.511719
	Iteration 139Q: 3 clusters Score -1406020 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1406021.875000 Penalty: 2839.511719
	Iteration 140F: 3 clusters Score -1406022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1406024.125000 Penalty: 2839.511719
	Iteration 141Q: 3 clusters Score -1406024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1406030.500000 Penalty: 2839.511719
	Iteration 142Q: 3 clusters Score -1406030 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1406036.250000 Penalty: 2839.511719
	Iteration 143Q: 3 clusters Score -1406036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1406042.500000 Penalty: 2839.511719
	Iteration 144Q: 3 clusters Score -1406042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1406041.875000 Penalty: 2839.511719
	Iteration 145Q: 3 clusters Score -1406042 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1406048.750000 Penalty: 2839.511719
	Iteration 146Q: 3 clusters Score -1406049 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1406051.875000 Penalty: 2839.511719
	Iteration 147Q: 3 clusters Score -1406052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1406055.750000 Penalty: 2839.511719
	Iteration 148Q: 3 clusters Score -1406056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1406057.000000 Penalty: 2839.511719
	Iteration 149Q: 3 clusters Score -1406057 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1406063.875000 Penalty: 2839.511719
	Iteration 150Q: 3 clusters Score -1406064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1406072.500000 Penalty: 2839.511719
	Iteration 151Q: 3 clusters Score -1406072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1406071.750000 Penalty: 2839.511719
	Iteration 152Q: 3 clusters Score -1406072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1406073.125000 Penalty: 2839.511719
	Iteration 153Q: 3 clusters Score -1406073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1406076.000000 Penalty: 2839.511719
	Iteration 154Q: 3 clusters Score -1406076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1406075.750000 Penalty: 2839.511719
	Iteration 155Q: 3 clusters Score -1406076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1406075.500000 Penalty: 2839.511719
	Iteration 156Q: 3 clusters Score -1406076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1406075.500000 Penalty: 2839.511719
	Iteration 157F: 3 clusters Score -1406076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Entering Unmasked Estep 
Score: -901947.875000 Penalty: 1349.485474
	Iteration 0F: 2 clusters Score -901947.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -895894.937500 Penalty: 2698.970947
	Iteration 0F: 3 clusters Score -895894.9 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -897827.937500 Penalty: 2698.970947
	Iteration 1F: 3 clusters Score -897827.9 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -898072.312500 Penalty: 2698.970947
	Iteration 2F: 3 clusters Score -898072.3 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -898235.625000 Penalty: 2698.970947
	Iteration 3Q: 3 clusters Score -898235.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -898350.937500 Penalty: 2698.970947
	Iteration 4Q: 3 clusters Score -898350.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -898435.750000 Penalty: 2698.970947
	Iteration 5Q: 3 clusters Score -898435.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -898496.062500 Penalty: 2698.970947
	Iteration 6Q: 3 clusters Score -898496.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -898558.750000 Penalty: 2698.970947
	Iteration 7Q: 3 clusters Score -898558.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -898621.312500 Penalty: 2698.970947
	Iteration 8Q: 3 clusters Score -898621.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -898679.812500 Penalty: 2698.970947
	Iteration 9Q: 3 clusters Score -898679.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -898734.937500 Penalty: 2698.970947
	Iteration 10Q: 3 clusters Score -898734.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -898800.625000 Penalty: 2698.970947
	Iteration 11Q: 3 clusters Score -898800.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -898863.437500 Penalty: 2698.970947
	Iteration 12Q: 3 clusters Score -898863.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -898943.812500 Penalty: 2698.970947
	Iteration 13Q: 3 clusters Score -898943.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -899020.937500 Penalty: 2698.970947
	Iteration 14Q: 3 clusters Score -899020.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -899099.562500 Penalty: 2698.970947
	Iteration 15Q: 3 clusters Score -899099.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -899190.500000 Penalty: 2698.970947
	Iteration 16Q: 3 clusters Score -899190.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -899292.375000 Penalty: 2698.970947
	Iteration 17Q: 3 clusters Score -899292.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -899402.187500 Penalty: 2698.970947
	Iteration 18Q: 3 clusters Score -899402.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -899534.875000 Penalty: 2698.970947
	Iteration 19Q: 3 clusters Score -899534.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -899688.000000 Penalty: 2698.970947
	Iteration 20F: 3 clusters Score -899688 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -899845.812500 Penalty: 2698.970947
	Iteration 21Q: 3 clusters Score -899845.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -900009.000000 Penalty: 2698.970947
	Iteration 22Q: 3 clusters Score -900009 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -900168.062500 Penalty: 2698.970947
	Iteration 23Q: 3 clusters Score -900168.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -900308.250000 Penalty: 2698.970947
	Iteration 24Q: 3 clusters Score -900308.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -900433.500000 Penalty: 2698.970947
	Iteration 25Q: 3 clusters Score -900433.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -900543.250000 Penalty: 2698.970947
	Iteration 26Q: 3 clusters Score -900543.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -900637.437500 Penalty: 2698.970947
	Iteration 27Q: 3 clusters Score -900637.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -900701.312500 Penalty: 2698.970947
	Iteration 28Q: 3 clusters Score -900701.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -900747.562500 Penalty: 2698.970947
	Iteration 29Q: 3 clusters Score -900747.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -900790.062500 Penalty: 2698.970947
	Iteration 30Q: 3 clusters Score -900790.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -900820.687500 Penalty: 2698.970947
	Iteration 31Q: 3 clusters Score -900820.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -900842.937500 Penalty: 2698.970947
	Iteration 32Q: 3 clusters Score -900842.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -900862.562500 Penalty: 2698.970947
	Iteration 33Q: 3 clusters Score -900862.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -900877.125000 Penalty: 2698.970947
	Iteration 34Q: 3 clusters Score -900877.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -900890.625000 Penalty: 2698.970947
	Iteration 35Q: 3 clusters Score -900890.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -900901.562500 Penalty: 2698.970947
	Iteration 36Q: 3 clusters Score -900901.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -900912.062500 Penalty: 2698.970947
	Iteration 37Q: 3 clusters Score -900912.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -900920.562500 Penalty: 2698.970947
	Iteration 38Q: 3 clusters Score -900920.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -900923.937500 Penalty: 2698.970947
	Iteration 39Q: 3 clusters Score -900923.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -900925.062500 Penalty: 2698.970947
	Iteration 40F: 3 clusters Score -900925.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -900927.625000 Penalty: 2698.970947
	Iteration 41Q: 3 clusters Score -900927.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -900929.125000 Penalty: 2698.970947
	Iteration 42Q: 3 clusters Score -900929.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -900929.125000 Penalty: 2698.970947
	Iteration 43F: 3 clusters Score -900929.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Entering Unmasked Estep 
Score: -302016.125000 Penalty: 1186.661743
	Iteration 0F: 2 clusters Score -302016.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -299556.500000 Penalty: 2373.323486
	Iteration 0F: 3 clusters Score -299556.5 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -300259.468750 Penalty: 2373.323486
	Iteration 1F: 3 clusters Score -300259.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -300413.343750 Penalty: 2373.323486
	Iteration 2F: 3 clusters Score -300413.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -300500.937500 Penalty: 2373.323486
	Iteration 3Q: 3 clusters Score -300500.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -300550.875000 Penalty: 2373.323486
	Iteration 4Q: 3 clusters Score -300550.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -300593.187500 Penalty: 2373.323486
	Iteration 5Q: 3 clusters Score -300593.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -300611.843750 Penalty: 2373.323486
	Iteration 6Q: 3 clusters Score -300611.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -300622.093750 Penalty: 2373.323486
	Iteration 7Q: 3 clusters Score -300622.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -300631.843750 Penalty: 2373.323486
	Iteration 8Q: 3 clusters Score -300631.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -300636.593750 Penalty: 2373.323486
	Iteration 9Q: 3 clusters Score -300636.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -300641.343750 Penalty: 2373.323486
	Iteration 10Q: 3 clusters Score -300641.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -300648.750000 Penalty: 2373.323486
	Iteration 11Q: 3 clusters Score -300648.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -300652.875000 Penalty: 2373.323486
	Iteration 12Q: 3 clusters Score -300652.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -300657.750000 Penalty: 2373.323486
	Iteration 13Q: 3 clusters Score -300657.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -300663.125000 Penalty: 2373.323486
	Iteration 14Q: 3 clusters Score -300663.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -300667.187500 Penalty: 2373.323486
	Iteration 15Q: 3 clusters Score -300667.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -300672.062500 Penalty: 2373.323486
	Iteration 16Q: 3 clusters Score -300672.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -300678.156250 Penalty: 2373.323486
	Iteration 17Q: 3 clusters Score -300678.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -300683.656250 Penalty: 2373.323486
	Iteration 18Q: 3 clusters Score -300683.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -300688.343750 Penalty: 2373.323486
	Iteration 19Q: 3 clusters Score -300688.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -300691.812500 Penalty: 2373.323486
	Iteration 20F: 3 clusters Score -300691.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -300698.312500 Penalty: 2373.323486
	Iteration 21Q: 3 clusters Score -300698.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -300701.406250 Penalty: 2373.323486
	Iteration 22Q: 3 clusters Score -300701.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -300702.781250 Penalty: 2373.323486
	Iteration 23Q: 3 clusters Score -300702.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -300704.500000 Penalty: 2373.323486
	Iteration 24Q: 3 clusters Score -300704.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -300705.843750 Penalty: 2373.323486
	Iteration 25Q: 3 clusters Score -300705.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -300705.187500 Penalty: 2373.323486
	Iteration 26Q: 3 clusters Score -300705.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -300706.562500 Penalty: 2373.323486
	Iteration 27Q: 3 clusters Score -300706.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -300707.937500 Penalty: 2373.323486
	Iteration 28Q: 3 clusters Score -300707.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -300709.750000 Penalty: 2373.323486
	Iteration 29Q: 3 clusters Score -300709.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -300713.687500 Penalty: 2373.323486
	Iteration 30Q: 3 clusters Score -300713.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -300716.718750 Penalty: 2373.323486
	Iteration 31Q: 3 clusters Score -300716.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -300718.375000 Penalty: 2373.323486
	Iteration 32Q: 3 clusters Score -300718.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -300722.250000 Penalty: 2373.323486
	Iteration 33Q: 3 clusters Score -300722.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -300725.093750 Penalty: 2373.323486
	Iteration 34Q: 3 clusters Score -300725.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -300725.593750 Penalty: 2373.323486
	Iteration 35Q: 3 clusters Score -300725.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -300727.218750 Penalty: 2373.323486
	Iteration 36Q: 3 clusters Score -300727.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -300727.687500 Penalty: 2373.323486
	Iteration 37Q: 3 clusters Score -300727.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -300729.218750 Penalty: 2373.323486
	Iteration 38Q: 3 clusters Score -300729.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -300731.468750 Penalty: 2373.323486
	Iteration 39Q: 3 clusters Score -300731.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -300731.500000 Penalty: 2373.323486
	Iteration 40F: 3 clusters Score -300731.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -300733.156250 Penalty: 2373.323486
	Iteration 41Q: 3 clusters Score -300733.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -300733.375000 Penalty: 2373.323486
	Iteration 42Q: 3 clusters Score -300733.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -300733.093750 Penalty: 2373.323486
	Iteration 43Q: 3 clusters Score -300733.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -300733.093750 Penalty: 2373.323486
	Iteration 44F: 3 clusters Score -300733.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Entering Unmasked Estep 
Score: -1094032.625000 Penalty: 1382.747559
	Iteration 0F: 2 clusters Score -1094033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1086750.250000 Penalty: 2765.495117
	Iteration 0F: 3 clusters Score -1086750 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1089187.250000 Penalty: 2765.495117
	Iteration 1F: 3 clusters Score -1089187 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1089532.875000 Penalty: 2765.495117
	Iteration 2F: 3 clusters Score -1089533 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1089813.250000 Penalty: 2765.495117
	Iteration 3F: 3 clusters Score -1089813 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1090056.500000 Penalty: 2765.495117
	Iteration 4Q: 3 clusters Score -1090056 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1090302.875000 Penalty: 2765.495117
	Iteration 5Q: 3 clusters Score -1090303 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1090585.875000 Penalty: 2765.495117
	Iteration 6Q: 3 clusters Score -1090586 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1090891.250000 Penalty: 2765.495117
	Iteration 7Q: 3 clusters Score -1090891 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1091226.625000 Penalty: 2765.495117
	Iteration 8Q: 3 clusters Score -1091227 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1091537.875000 Penalty: 2765.495117
	Iteration 9Q: 3 clusters Score -1091538 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1091823.125000 Penalty: 2765.495117
	Iteration 10Q: 3 clusters Score -1091823 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1092083.500000 Penalty: 2765.495117
	Iteration 11Q: 3 clusters Score -1092084 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1092313.375000 Penalty: 2765.495117
	Iteration 12Q: 3 clusters Score -1092313 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1092502.625000 Penalty: 2765.495117
	Iteration 13Q: 3 clusters Score -1092503 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1092633.750000 Penalty: 2765.495117
	Iteration 14Q: 3 clusters Score -1092634 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1092738.125000 Penalty: 2765.495117
	Iteration 15Q: 3 clusters Score -1092738 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1092819.500000 Penalty: 2765.495117
	Iteration 16Q: 3 clusters Score -1092820 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1092885.750000 Penalty: 2765.495117
	Iteration 17Q: 3 clusters Score -1092886 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1092936.000000 Penalty: 2765.495117
	Iteration 18Q: 3 clusters Score -1092936 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1092962.500000 Penalty: 2765.495117
	Iteration 19Q: 3 clusters Score -1092962 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1092977.000000 Penalty: 2765.495117
	Iteration 20F: 3 clusters Score -1092977 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1092992.625000 Penalty: 2765.495117
	Iteration 21Q: 3 clusters Score -1092993 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1093002.000000 Penalty: 2765.495117
	Iteration 22Q: 3 clusters Score -1093002 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1093008.500000 Penalty: 2765.495117
	Iteration 23Q: 3 clusters Score -1093008 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1093012.625000 Penalty: 2765.495117
	Iteration 24Q: 3 clusters Score -1093013 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1093021.500000 Penalty: 2765.495117
	Iteration 25Q: 3 clusters Score -1093022 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1093026.375000 Penalty: 2765.495117
	Iteration 26Q: 3 clusters Score -1093026 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1093034.000000 Penalty: 2765.495117
	Iteration 27Q: 3 clusters Score -1093034 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1093039.875000 Penalty: 2765.495117
	Iteration 28Q: 3 clusters Score -1093040 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1093051.000000 Penalty: 2765.495117
	Iteration 29Q: 3 clusters Score -1093051 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1093059.125000 Penalty: 2765.495117
	Iteration 30Q: 3 clusters Score -1093059 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1093060.125000 Penalty: 2765.495117
	Iteration 31Q: 3 clusters Score -1093060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1093061.875000 Penalty: 2765.495117
	Iteration 32Q: 3 clusters Score -1093062 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1093068.375000 Penalty: 2765.495117
	Iteration 33Q: 3 clusters Score -1093068 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1093073.375000 Penalty: 2765.495117
	Iteration 34Q: 3 clusters Score -1093073 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1093077.375000 Penalty: 2765.495117
	Iteration 35Q: 3 clusters Score -1093077 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1093081.375000 Penalty: 2765.495117
	Iteration 36Q: 3 clusters Score -1093081 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1093086.625000 Penalty: 2765.495117
	Iteration 37Q: 3 clusters Score -1093087 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1093089.250000 Penalty: 2765.495117
	Iteration 38Q: 3 clusters Score -1093089 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1093091.125000 Penalty: 2765.495117
	Iteration 39Q: 3 clusters Score -1093091 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1093094.750000 Penalty: 2765.495117
	Iteration 40F: 3 clusters Score -1093095 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1093096.750000 Penalty: 2765.495117
	Iteration 41Q: 3 clusters Score -1093097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1093099.250000 Penalty: 2765.495117
	Iteration 42Q: 3 clusters Score -1093099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1093100.875000 Penalty: 2765.495117
	Iteration 43Q: 3 clusters Score -1093101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1093100.250000 Penalty: 2765.495117
	Iteration 44Q: 3 clusters Score -1093100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1093100.000000 Penalty: 2765.495117
	Iteration 45Q: 3 clusters Score -1093100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1093102.375000 Penalty: 2765.495117
	Iteration 46Q: 3 clusters Score -1093102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1093100.750000 Penalty: 2765.495117
	Iteration 47Q: 3 clusters Score -1093101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1093100.625000 Penalty: 2765.495117
	Iteration 48Q: 3 clusters Score -1093101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1093102.000000 Penalty: 2765.495117
	Iteration 49Q: 3 clusters Score -1093102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1093102.625000 Penalty: 2765.495117
	Iteration 50Q: 3 clusters Score -1093103 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1093108.000000 Penalty: 2765.495117
	Iteration 51Q: 3 clusters Score -1093108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1093109.000000 Penalty: 2765.495117
	Iteration 52Q: 3 clusters Score -1093109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1093113.750000 Penalty: 2765.495117
	Iteration 53Q: 3 clusters Score -1093114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1093114.250000 Penalty: 2765.495117
	Iteration 54Q: 3 clusters Score -1093114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1093115.750000 Penalty: 2765.495117
	Iteration 55Q: 3 clusters Score -1093116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1093114.250000 Penalty: 2765.495117
	Iteration 56Q: 3 clusters Score -1093114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1093114.875000 Penalty: 2765.495117
	Iteration 57Q: 3 clusters Score -1093115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1093114.875000 Penalty: 2765.495117
	Iteration 58F: 3 clusters Score -1093115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Entering Unmasked Estep 
Score: -1710603.125000 Penalty: 1443.336304
	Iteration 0F: 2 clusters Score -1710603 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 8141 members 
Entering Unmasked Estep 
Score: -1699878.250000 Penalty: 2886.672607
	Iteration 0F: 3 clusters Score -1699878 nChanged 7048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1703670.875000 Penalty: 2886.672607
	Iteration 1F: 3 clusters Score -1703671 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1704065.000000 Penalty: 2886.672607
	Iteration 2F: 3 clusters Score -1704065 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1704453.750000 Penalty: 2886.672607
	Iteration 3F: 3 clusters Score -1704454 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1704789.250000 Penalty: 2886.672607
	Iteration 4Q: 3 clusters Score -1704789 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1705142.875000 Penalty: 2886.672607
	Iteration 5Q: 3 clusters Score -1705143 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1705517.625000 Penalty: 2886.672607
	Iteration 6Q: 3 clusters Score -1705518 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1705924.625000 Penalty: 2886.672607
	Iteration 7Q: 3 clusters Score -1705925 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1706393.875000 Penalty: 2886.672607
	Iteration 8Q: 3 clusters Score -1706394 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1706849.625000 Penalty: 2886.672607
	Iteration 9Q: 3 clusters Score -1706850 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1707280.000000 Penalty: 2886.672607
	Iteration 10Q: 3 clusters Score -1707280 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1707717.750000 Penalty: 2886.672607
	Iteration 11Q: 3 clusters Score -1707718 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1708065.625000 Penalty: 2886.672607
	Iteration 12Q: 3 clusters Score -1708066 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1708367.250000 Penalty: 2886.672607
	Iteration 13Q: 3 clusters Score -1708367 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1708602.250000 Penalty: 2886.672607
	Iteration 14Q: 3 clusters Score -1708602 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1708769.625000 Penalty: 2886.672607
	Iteration 15Q: 3 clusters Score -1708770 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1708910.750000 Penalty: 2886.672607
	Iteration 16Q: 3 clusters Score -1708911 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1709004.250000 Penalty: 2886.672607
	Iteration 17Q: 3 clusters Score -1709004 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1709082.250000 Penalty: 2886.672607
	Iteration 18Q: 3 clusters Score -1709082 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1709154.125000 Penalty: 2886.672607
	Iteration 19Q: 3 clusters Score -1709154 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1709218.375000 Penalty: 2886.672607
	Iteration 20F: 3 clusters Score -1709218 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1709263.750000 Penalty: 2886.672607
	Iteration 21Q: 3 clusters Score -1709264 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1709297.000000 Penalty: 2886.672607
	Iteration 22Q: 3 clusters Score -1709297 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1709315.875000 Penalty: 2886.672607
	Iteration 23Q: 3 clusters Score -1709316 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1709347.250000 Penalty: 2886.672607
	Iteration 24Q: 3 clusters Score -1709347 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1709366.625000 Penalty: 2886.672607
	Iteration 25Q: 3 clusters Score -1709367 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1709376.375000 Penalty: 2886.672607
	Iteration 26Q: 3 clusters Score -1709376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1709386.500000 Penalty: 2886.672607
	Iteration 27Q: 3 clusters Score -1709386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1709389.500000 Penalty: 2886.672607
	Iteration 28Q: 3 clusters Score -1709390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1709393.000000 Penalty: 2886.672607
	Iteration 29Q: 3 clusters Score -1709393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1709398.250000 Penalty: 2886.672607
	Iteration 30Q: 3 clusters Score -1709398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1709403.625000 Penalty: 2886.672607
	Iteration 31Q: 3 clusters Score -1709404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1709407.625000 Penalty: 2886.672607
	Iteration 32Q: 3 clusters Score -1709408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1709412.750000 Penalty: 2886.672607
	Iteration 33Q: 3 clusters Score -1709413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1709417.375000 Penalty: 2886.672607
	Iteration 34Q: 3 clusters Score -1709417 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1709422.875000 Penalty: 2886.672607
	Iteration 35Q: 3 clusters Score -1709423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1709424.000000 Penalty: 2886.672607
	Iteration 36Q: 3 clusters Score -1709424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1709426.500000 Penalty: 2886.672607
	Iteration 37Q: 3 clusters Score -1709426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1709429.500000 Penalty: 2886.672607
	Iteration 38Q: 3 clusters Score -1709430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1709432.250000 Penalty: 2886.672607
	Iteration 39Q: 3 clusters Score -1709432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1709432.250000 Penalty: 2886.672607
	Iteration 40F: 3 clusters Score -1709432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Entering Unmasked Estep 
Score: -603303.312500 Penalty: 1305.433594
	Iteration 0F: 2 clusters Score -603303.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -598731.312500 Penalty: 2610.867188
	Iteration 0F: 3 clusters Score -598731.3 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -600114.125000 Penalty: 2610.867188
	Iteration 1F: 3 clusters Score -600114.1 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -600380.937500 Penalty: 2610.867188
	Iteration 2F: 3 clusters Score -600380.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -600544.187500 Penalty: 2610.867188
	Iteration 3F: 3 clusters Score -600544.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -600632.375000 Penalty: 2610.867188
	Iteration 4Q: 3 clusters Score -600632.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -600696.562500 Penalty: 2610.867188
	Iteration 5Q: 3 clusters Score -600696.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -600738.250000 Penalty: 2610.867188
	Iteration 6Q: 3 clusters Score -600738.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -600775.000000 Penalty: 2610.867188
	Iteration 7Q: 3 clusters Score -600775 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -600812.687500 Penalty: 2610.867188
	Iteration 8Q: 3 clusters Score -600812.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -600853.687500 Penalty: 2610.867188
	Iteration 9Q: 3 clusters Score -600853.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -600892.312500 Penalty: 2610.867188
	Iteration 10Q: 3 clusters Score -600892.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -600929.250000 Penalty: 2610.867188
	Iteration 11Q: 3 clusters Score -600929.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -600972.437500 Penalty: 2610.867188
	Iteration 12Q: 3 clusters Score -600972.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -601022.562500 Penalty: 2610.867188
	Iteration 13Q: 3 clusters Score -601022.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -601065.250000 Penalty: 2610.867188
	Iteration 14Q: 3 clusters Score -601065.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -601107.000000 Penalty: 2610.867188
	Iteration 15Q: 3 clusters Score -601107 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -601156.000000 Penalty: 2610.867188
	Iteration 16Q: 3 clusters Score -601156 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -601207.312500 Penalty: 2610.867188
	Iteration 17Q: 3 clusters Score -601207.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -601255.000000 Penalty: 2610.867188
	Iteration 18Q: 3 clusters Score -601255 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -601295.062500 Penalty: 2610.867188
	Iteration 19Q: 3 clusters Score -601295.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -601345.437500 Penalty: 2610.867188
	Iteration 20F: 3 clusters Score -601345.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -601395.000000 Penalty: 2610.867188
	Iteration 21Q: 3 clusters Score -601395 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -601454.500000 Penalty: 2610.867188
	Iteration 22Q: 3 clusters Score -601454.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -601521.437500 Penalty: 2610.867188
	Iteration 23Q: 3 clusters Score -601521.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -601598.250000 Penalty: 2610.867188
	Iteration 24Q: 3 clusters Score -601598.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -601674.562500 Penalty: 2610.867188
	Iteration 25Q: 3 clusters Score -601674.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -601751.187500 Penalty: 2610.867188
	Iteration 26Q: 3 clusters Score -601751.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -601812.750000 Penalty: 2610.867188
	Iteration 27Q: 3 clusters Score -601812.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -601871.625000 Penalty: 2610.867188
	Iteration 28Q: 3 clusters Score -601871.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -601943.875000 Penalty: 2610.867188
	Iteration 29Q: 3 clusters Score -601943.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -602023.312500 Penalty: 2610.867188
	Iteration 30Q: 3 clusters Score -602023.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -602084.500000 Penalty: 2610.867188
	Iteration 31Q: 3 clusters Score -602084.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -602132.375000 Penalty: 2610.867188
	Iteration 32Q: 3 clusters Score -602132.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -602176.812500 Penalty: 2610.867188
	Iteration 33Q: 3 clusters Score -602176.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -602205.187500 Penalty: 2610.867188
	Iteration 34Q: 3 clusters Score -602205.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -602235.812500 Penalty: 2610.867188
	Iteration 35Q: 3 clusters Score -602235.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -602264.125000 Penalty: 2610.867188
	Iteration 36Q: 3 clusters Score -602264.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -602286.625000 Penalty: 2610.867188
	Iteration 37Q: 3 clusters Score -602286.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -602309.625000 Penalty: 2610.867188
	Iteration 38Q: 3 clusters Score -602309.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -602321.687500 Penalty: 2610.867188
	Iteration 39Q: 3 clusters Score -602321.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -602339.250000 Penalty: 2610.867188
	Iteration 40F: 3 clusters Score -602339.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -602357.562500 Penalty: 2610.867188
	Iteration 41Q: 3 clusters Score -602357.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -602375.125000 Penalty: 2610.867188
	Iteration 42Q: 3 clusters Score -602375.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -602387.500000 Penalty: 2610.867188
	Iteration 43Q: 3 clusters Score -602387.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -602414.125000 Penalty: 2610.867188
	Iteration 44Q: 3 clusters Score -602414.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -602432.000000 Penalty: 2610.867188
	Iteration 45Q: 3 clusters Score -602432 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -602449.312500 Penalty: 2610.867188
	Iteration 46Q: 3 clusters Score -602449.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -602462.375000 Penalty: 2610.867188
	Iteration 47Q: 3 clusters Score -602462.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -602472.000000 Penalty: 2610.867188
	Iteration 48Q: 3 clusters Score -602472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -602482.875000 Penalty: 2610.867188
	Iteration 49Q: 3 clusters Score -602482.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -602494.500000 Penalty: 2610.867188
	Iteration 50Q: 3 clusters Score -602494.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -602504.750000 Penalty: 2610.867188
	Iteration 51Q: 3 clusters Score -602504.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -602511.250000 Penalty: 2610.867188
	Iteration 52Q: 3 clusters Score -602511.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -602516.875000 Penalty: 2610.867188
	Iteration 53Q: 3 clusters Score -602516.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -602521.250000 Penalty: 2610.867188
	Iteration 54Q: 3 clusters Score -602521.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -602526.375000 Penalty: 2610.867188
	Iteration 55Q: 3 clusters Score -602526.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -602528.375000 Penalty: 2610.867188
	Iteration 56Q: 3 clusters Score -602528.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -602530.375000 Penalty: 2610.867188
	Iteration 57Q: 3 clusters Score -602530.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -602533.187500 Penalty: 2610.867188
	Iteration 58Q: 3 clusters Score -602533.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -602538.625000 Penalty: 2610.867188
	Iteration 59Q: 3 clusters Score -602538.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -602541.812500 Penalty: 2610.867188
	Iteration 60F: 3 clusters Score -602541.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -602541.812500 Penalty: 2610.867188
	Iteration 61Q: 3 clusters Score -602541.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -602541.812500 Penalty: 2610.867188
	Iteration 62F: 3 clusters Score -602541.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (44212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44212 members 
Entering Unmasked Estep 
Score: -4227558.500000 Penalty: 1591.676636
	Iteration 0F: 2 clusters Score -4227558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -4198874.500000 Penalty: 3183.353271
	Iteration 0F: 3 clusters Score -4198874 nChanged 20286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -4209897.500000 Penalty: 3183.353271
	Iteration 1F: 3 clusters Score -4209898 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
Score: -4210536.500000 Penalty: 3183.353271
	Iteration 2Q: 3 clusters Score -4210536 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -4211096.500000 Penalty: 3183.353271
	Iteration 3Q: 3 clusters Score -4211096 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 21432 members 
Entering Unmasked Estep 
Score: -4211697.000000 Penalty: 3183.353271
	Iteration 4Q: 3 clusters Score -4211697 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -4212366.500000 Penalty: 3183.353271
	Iteration 5Q: 3 clusters Score -4212366 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -4213172.000000 Penalty: 3183.353271
	Iteration 6Q: 3 clusters Score -4213172 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -4214153.500000 Penalty: 3183.353271
	Iteration 7Q: 3 clusters Score -4214154 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -4215296.000000 Penalty: 3183.353271
	Iteration 8Q: 3 clusters Score -4215296 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25513 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -4216599.000000 Penalty: 3183.353271
	Iteration 9F: 3 clusters Score -4216599 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26089 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -4217975.000000 Penalty: 3183.353271
	Iteration 10F: 3 clusters Score -4217975 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26554 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -4219117.500000 Penalty: 3183.353271
	Iteration 11Q: 3 clusters Score -4219118 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26894 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -4220013.000000 Penalty: 3183.353271
	Iteration 12Q: 3 clusters Score -4220013 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27211 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -4220494.500000 Penalty: 3183.353271
	Iteration 13Q: 3 clusters Score -4220494 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27531 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -4220772.000000 Penalty: 3183.353271
	Iteration 14Q: 3 clusters Score -4220772 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27864 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -4220925.000000 Penalty: 3183.353271
	Iteration 15Q: 3 clusters Score -4220925 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28159 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -4221055.500000 Penalty: 3183.353271
	Iteration 16Q: 3 clusters Score -4221056 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28459 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -4221161.000000 Penalty: 3183.353271
	Iteration 17Q: 3 clusters Score -4221161 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28750 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -4221232.000000 Penalty: 3183.353271
	Iteration 18Q: 3 clusters Score -4221232 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29020 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -4221297.500000 Penalty: 3183.353271
	Iteration 19Q: 3 clusters Score -4221298 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29310 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -4221388.000000 Penalty: 3183.353271
	Iteration 20F: 3 clusters Score -4221388 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29587 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -4221453.000000 Penalty: 3183.353271
	Iteration 21Q: 3 clusters Score -4221453 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29883 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -4221528.000000 Penalty: 3183.353271
	Iteration 22Q: 3 clusters Score -4221528 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30189 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -4221596.000000 Penalty: 3183.353271
	Iteration 23Q: 3 clusters Score -4221596 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30492 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -4221674.000000 Penalty: 3183.353271
	Iteration 24Q: 3 clusters Score -4221674 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30828 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -4221761.000000 Penalty: 3183.353271
	Iteration 25Q: 3 clusters Score -4221761 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -4221836.500000 Penalty: 3183.353271
	Iteration 26Q: 3 clusters Score -4221836 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31549 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -4221935.500000 Penalty: 3183.353271
	Iteration 27Q: 3 clusters Score -4221936 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31902 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -4222028.000000 Penalty: 3183.353271
	Iteration 28Q: 3 clusters Score -4222028 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32309 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -4222142.000000 Penalty: 3183.353271
	Iteration 29Q: 3 clusters Score -4222142 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32731 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -4222230.000000 Penalty: 3183.353271
	Iteration 30Q: 3 clusters Score -4222230 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33141 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -4222336.500000 Penalty: 3183.353271
	Iteration 31Q: 3 clusters Score -4222336 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33575 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -4222442.000000 Penalty: 3183.353271
	Iteration 32Q: 3 clusters Score -4222442 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34009 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -4222581.500000 Penalty: 3183.353271
	Iteration 33Q: 3 clusters Score -4222582 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34476 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -4222727.500000 Penalty: 3183.353271
	Iteration 34Q: 3 clusters Score -4222728 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34940 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -4222842.000000 Penalty: 3183.353271
	Iteration 35Q: 3 clusters Score -4222842 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35395 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -4223008.000000 Penalty: 3183.353271
	Iteration 36Q: 3 clusters Score -4223008 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35906 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -4223172.000000 Penalty: 3183.353271
	Iteration 37Q: 3 clusters Score -4223172 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36406 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -4223342.000000 Penalty: 3183.353271
	Iteration 38Q: 3 clusters Score -4223342 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36927 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -4223508.500000 Penalty: 3183.353271
	Iteration 39Q: 3 clusters Score -4223508 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37413 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -4223701.500000 Penalty: 3183.353271
	Iteration 40F: 3 clusters Score -4223702 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37891 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -4223863.500000 Penalty: 3183.353271
	Iteration 41Q: 3 clusters Score -4223864 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38383 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -4224048.000000 Penalty: 3183.353271
	Iteration 42Q: 3 clusters Score -4224048 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38877 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -4224256.500000 Penalty: 3183.353271
	Iteration 43Q: 3 clusters Score -4224256 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39368 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -4224464.000000 Penalty: 3183.353271
	Iteration 44Q: 3 clusters Score -4224464 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39828 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -4224652.500000 Penalty: 3183.353271
	Iteration 45Q: 3 clusters Score -4224652 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40275 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -4224838.500000 Penalty: 3183.353271
	Iteration 46Q: 3 clusters Score -4224838 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40678 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -4224993.000000 Penalty: 3183.353271
	Iteration 47Q: 3 clusters Score -4224993 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41033 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -4225140.000000 Penalty: 3183.353271
	Iteration 48Q: 3 clusters Score -4225140 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41347 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -4225280.000000 Penalty: 3183.353271
	Iteration 49Q: 3 clusters Score -4225280 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41678 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -4225467.000000 Penalty: 3183.353271
	Iteration 50Q: 3 clusters Score -4225467 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41999 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -4225630.500000 Penalty: 3183.353271
	Iteration 51Q: 3 clusters Score -4225630 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42254 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -4225764.000000 Penalty: 3183.353271
	Iteration 52Q: 3 clusters Score -4225764 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42475 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -4225861.500000 Penalty: 3183.353271
	Iteration 53Q: 3 clusters Score -4225862 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42648 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -4225941.500000 Penalty: 3183.353271
	Iteration 54Q: 3 clusters Score -4225942 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42776 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -4225994.500000 Penalty: 3183.353271
	Iteration 55Q: 3 clusters Score -4225994 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42882 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -4226057.500000 Penalty: 3183.353271
	Iteration 56Q: 3 clusters Score -4226058 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42979 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -4226100.500000 Penalty: 3183.353271
	Iteration 57Q: 3 clusters Score -4226100 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43057 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -4226142.500000 Penalty: 3183.353271
	Iteration 58Q: 3 clusters Score -4226142 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43112 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -4226173.500000 Penalty: 3183.353271
	Iteration 59Q: 3 clusters Score -4226174 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43156 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -4226203.000000 Penalty: 3183.353271
	Iteration 60F: 3 clusters Score -4226203 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43198 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -4226230.000000 Penalty: 3183.353271
	Iteration 61Q: 3 clusters Score -4226230 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43227 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -4226246.000000 Penalty: 3183.353271
	Iteration 62Q: 3 clusters Score -4226246 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43254 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -4226259.000000 Penalty: 3183.353271
	Iteration 63Q: 3 clusters Score -4226259 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43280 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -4226276.000000 Penalty: 3183.353271
	Iteration 64Q: 3 clusters Score -4226276 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43305 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -4226294.000000 Penalty: 3183.353271
	Iteration 65Q: 3 clusters Score -4226294 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43331 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -4226304.000000 Penalty: 3183.353271
	Iteration 66Q: 3 clusters Score -4226304 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43354 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -4226320.500000 Penalty: 3183.353271
	Iteration 67Q: 3 clusters Score -4226320 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43371 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -4226334.000000 Penalty: 3183.353271
	Iteration 68Q: 3 clusters Score -4226334 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43384 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -4226348.500000 Penalty: 3183.353271
	Iteration 69Q: 3 clusters Score -4226348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43395 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -4226347.000000 Penalty: 3183.353271
	Iteration 70Q: 3 clusters Score -4226347 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43405 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -4226358.000000 Penalty: 3183.353271
	Iteration 71Q: 3 clusters Score -4226358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43414 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -4226363.500000 Penalty: 3183.353271
	Iteration 72Q: 3 clusters Score -4226364 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43432 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -4226382.000000 Penalty: 3183.353271
	Iteration 73Q: 3 clusters Score -4226382 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43450 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -4226394.000000 Penalty: 3183.353271
	Iteration 74Q: 3 clusters Score -4226394 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43463 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -4226411.500000 Penalty: 3183.353271
	Iteration 75Q: 3 clusters Score -4226412 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -4226423.000000 Penalty: 3183.353271
	Iteration 76Q: 3 clusters Score -4226423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43479 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -4226419.000000 Penalty: 3183.353271
	Iteration 77Q: 3 clusters Score -4226419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43479 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -4226419.000000 Penalty: 3183.353271
	Iteration 78F: 3 clusters Score -4226419 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (56609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56609 members 
Entering Unmasked Estep 
Score: -5834649.000000 Penalty: 1628.455811
	Iteration 0F: 2 clusters Score -5834649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28456 members 
Mstep: Class 2 contains 28153 members 
Entering Unmasked Estep 
Score: -5797683.000000 Penalty: 3256.911621
	Iteration 0F: 3 clusters Score -5797683 nChanged 26270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29428 members 
Mstep: Class 2 contains 27181 members 
Entering Unmasked Estep 
Score: -5812461.500000 Penalty: 3256.911621
	Iteration 1F: 3 clusters Score -5812462 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30077 members 
Mstep: Class 2 contains 26532 members 
Entering Unmasked Estep 
Score: -5813227.500000 Penalty: 3256.911621
	Iteration 2Q: 3 clusters Score -5813228 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31003 members 
Mstep: Class 2 contains 25606 members 
Entering Unmasked Estep 
Score: -5814011.500000 Penalty: 3256.911621
	Iteration 3Q: 3 clusters Score -5814012 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32286 members 
Mstep: Class 2 contains 24323 members 
Entering Unmasked Estep 
Score: -5814878.500000 Penalty: 3256.911621
	Iteration 4Q: 3 clusters Score -5814878 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34041 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
Score: -5816001.000000 Penalty: 3256.911621
	Iteration 5Q: 3 clusters Score -5816001 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36526 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -5817674.500000 Penalty: 3256.911621
	Iteration 6F: 3 clusters Score -5817674 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39607 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -5819941.500000 Penalty: 3256.911621
	Iteration 7F: 3 clusters Score -5819942 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43167 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -5823047.500000 Penalty: 3256.911621
	Iteration 8F: 3 clusters Score -5823048 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46633 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -5826305.500000 Penalty: 3256.911621
	Iteration 9F: 3 clusters Score -5826306 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49444 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -5829148.000000 Penalty: 3256.911621
	Iteration 10F: 3 clusters Score -5829148 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51248 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -5831105.000000 Penalty: 3256.911621
	Iteration 11Q: 3 clusters Score -5831105 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52295 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -5832363.500000 Penalty: 3256.911621
	Iteration 12Q: 3 clusters Score -5832364 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52862 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -5833147.500000 Penalty: 3256.911621
	Iteration 13Q: 3 clusters Score -5833148 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53204 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -5833711.500000 Penalty: 3256.911621
	Iteration 14Q: 3 clusters Score -5833712 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53383 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -5834011.500000 Penalty: 3256.911621
	Iteration 15Q: 3 clusters Score -5834012 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53476 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -5834176.500000 Penalty: 3256.911621
	Iteration 16Q: 3 clusters Score -5834176 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53524 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -5834297.500000 Penalty: 3256.911621
	Iteration 17Q: 3 clusters Score -5834298 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53564 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -5834355.500000 Penalty: 3256.911621
	Iteration 18Q: 3 clusters Score -5834356 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53573 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -5834421.000000 Penalty: 3256.911621
	Iteration 19Q: 3 clusters Score -5834421 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53580 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -5834465.000000 Penalty: 3256.911621
	Iteration 20F: 3 clusters Score -5834465 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53570 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -5834464.000000 Penalty: 3256.911621
	Iteration 21Q: 3 clusters Score -5834464 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53570 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -5834501.500000 Penalty: 3256.911621
	Iteration 22Q: 3 clusters Score -5834502 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53574 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -5834506.000000 Penalty: 3256.911621
	Iteration 23Q: 3 clusters Score -5834506 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53577 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -5834503.000000 Penalty: 3256.911621
	Iteration 24Q: 3 clusters Score -5834503 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53582 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -5834520.500000 Penalty: 3256.911621
	Iteration 25Q: 3 clusters Score -5834520 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53585 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -5834532.000000 Penalty: 3256.911621
	Iteration 26Q: 3 clusters Score -5834532 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53589 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -5834532.500000 Penalty: 3256.911621
	Iteration 27Q: 3 clusters Score -5834532 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53598 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -5834545.000000 Penalty: 3256.911621
	Iteration 28Q: 3 clusters Score -5834545 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53610 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -5834544.000000 Penalty: 3256.911621
	Iteration 29Q: 3 clusters Score -5834544 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53608 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -5834554.000000 Penalty: 3256.911621
	Iteration 30Q: 3 clusters Score -5834554 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53618 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -5834546.500000 Penalty: 3256.911621
	Iteration 31Q: 3 clusters Score -5834546 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53620 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -5834561.000000 Penalty: 3256.911621
	Iteration 32Q: 3 clusters Score -5834561 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53626 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -5834554.000000 Penalty: 3256.911621
	Iteration 33Q: 3 clusters Score -5834554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53629 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -5834564.000000 Penalty: 3256.911621
	Iteration 34Q: 3 clusters Score -5834564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53631 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -5834560.000000 Penalty: 3256.911621
	Iteration 35Q: 3 clusters Score -5834560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53634 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -5834572.500000 Penalty: 3256.911621
	Iteration 36Q: 3 clusters Score -5834572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53638 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -5834576.000000 Penalty: 3256.911621
	Iteration 37Q: 3 clusters Score -5834576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53642 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -5834575.500000 Penalty: 3256.911621
	Iteration 38Q: 3 clusters Score -5834576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53646 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -5834577.000000 Penalty: 3256.911621
	Iteration 39Q: 3 clusters Score -5834577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53649 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -5834570.500000 Penalty: 3256.911621
	Iteration 40F: 3 clusters Score -5834570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53654 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -5834573.000000 Penalty: 3256.911621
	Iteration 41Q: 3 clusters Score -5834573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53654 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -5834569.500000 Penalty: 3256.911621
	Iteration 42Q: 3 clusters Score -5834570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53654 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -5834567.500000 Penalty: 3256.911621
	Iteration 43Q: 3 clusters Score -5834568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53654 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -5834567.500000 Penalty: 3256.911621
	Iteration 44F: 3 clusters Score -5834568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Entering Unmasked Estep 
Score: -390757.156250 Penalty: 1232.734253
	Iteration 0F: 2 clusters Score -390757.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -387727.937500 Penalty: 2465.468506
	Iteration 0F: 3 clusters Score -387727.9 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -388597.937500 Penalty: 2465.468506
	Iteration 1F: 3 clusters Score -388597.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -388804.781250 Penalty: 2465.468506
	Iteration 2F: 3 clusters Score -388804.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -388955.500000 Penalty: 2465.468506
	Iteration 3F: 3 clusters Score -388955.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -389065.531250 Penalty: 2465.468506
	Iteration 4Q: 3 clusters Score -389065.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -389144.062500 Penalty: 2465.468506
	Iteration 5Q: 3 clusters Score -389144.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -389225.531250 Penalty: 2465.468506
	Iteration 6Q: 3 clusters Score -389225.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -389292.843750 Penalty: 2465.468506
	Iteration 7Q: 3 clusters Score -389292.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -389359.593750 Penalty: 2465.468506
	Iteration 8Q: 3 clusters Score -389359.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -389448.031250 Penalty: 2465.468506
	Iteration 9Q: 3 clusters Score -389448 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -389569.375000 Penalty: 2465.468506
	Iteration 10Q: 3 clusters Score -389569.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -389681.093750 Penalty: 2465.468506
	Iteration 11Q: 3 clusters Score -389681.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -389776.531250 Penalty: 2465.468506
	Iteration 12Q: 3 clusters Score -389776.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -389876.500000 Penalty: 2465.468506
	Iteration 13Q: 3 clusters Score -389876.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -389986.625000 Penalty: 2465.468506
	Iteration 14Q: 3 clusters Score -389986.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -390098.562500 Penalty: 2465.468506
	Iteration 15Q: 3 clusters Score -390098.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -390215.062500 Penalty: 2465.468506
	Iteration 16Q: 3 clusters Score -390215.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -390291.875000 Penalty: 2465.468506
	Iteration 17Q: 3 clusters Score -390291.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -390355.375000 Penalty: 2465.468506
	Iteration 18Q: 3 clusters Score -390355.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -390418.000000 Penalty: 2465.468506
	Iteration 19Q: 3 clusters Score -390418 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -390467.187500 Penalty: 2465.468506
	Iteration 20F: 3 clusters Score -390467.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -390515.531250 Penalty: 2465.468506
	Iteration 21Q: 3 clusters Score -390515.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -390550.906250 Penalty: 2465.468506
	Iteration 22Q: 3 clusters Score -390550.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -390584.468750 Penalty: 2465.468506
	Iteration 23Q: 3 clusters Score -390584.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -390606.312500 Penalty: 2465.468506
	Iteration 24Q: 3 clusters Score -390606.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -390625.687500 Penalty: 2465.468506
	Iteration 25Q: 3 clusters Score -390625.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -390642.000000 Penalty: 2465.468506
	Iteration 26Q: 3 clusters Score -390642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -390648.218750 Penalty: 2465.468506
	Iteration 27Q: 3 clusters Score -390648.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -390655.968750 Penalty: 2465.468506
	Iteration 28Q: 3 clusters Score -390656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -390660.062500 Penalty: 2465.468506
	Iteration 29Q: 3 clusters Score -390660.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -390666.500000 Penalty: 2465.468506
	Iteration 30Q: 3 clusters Score -390666.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -390674.718750 Penalty: 2465.468506
	Iteration 31Q: 3 clusters Score -390674.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -390677.531250 Penalty: 2465.468506
	Iteration 32Q: 3 clusters Score -390677.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -390680.656250 Penalty: 2465.468506
	Iteration 33Q: 3 clusters Score -390680.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -390683.687500 Penalty: 2465.468506
	Iteration 34Q: 3 clusters Score -390683.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -390683.968750 Penalty: 2465.468506
	Iteration 35Q: 3 clusters Score -390684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -390683.968750 Penalty: 2465.468506
	Iteration 36F: 3 clusters Score -390684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Entering Unmasked Estep 
Score: -576827.187500 Penalty: 1289.699585
	Iteration 0F: 2 clusters Score -576827.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -572698.250000 Penalty: 2579.399170
	Iteration 0F: 3 clusters Score -572698.2 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -573886.750000 Penalty: 2579.399170
	Iteration 1F: 3 clusters Score -573886.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -574083.812500 Penalty: 2579.399170
	Iteration 2F: 3 clusters Score -574083.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -574210.562500 Penalty: 2579.399170
	Iteration 3Q: 3 clusters Score -574210.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -574310.250000 Penalty: 2579.399170
	Iteration 4Q: 3 clusters Score -574310.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -574392.000000 Penalty: 2579.399170
	Iteration 5Q: 3 clusters Score -574392 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -574449.812500 Penalty: 2579.399170
	Iteration 6Q: 3 clusters Score -574449.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -574493.062500 Penalty: 2579.399170
	Iteration 7Q: 3 clusters Score -574493.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -574524.750000 Penalty: 2579.399170
	Iteration 8Q: 3 clusters Score -574524.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -574550.375000 Penalty: 2579.399170
	Iteration 9Q: 3 clusters Score -574550.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -574574.187500 Penalty: 2579.399170
	Iteration 10Q: 3 clusters Score -574574.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -574597.250000 Penalty: 2579.399170
	Iteration 11Q: 3 clusters Score -574597.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -574619.937500 Penalty: 2579.399170
	Iteration 12Q: 3 clusters Score -574619.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -574646.625000 Penalty: 2579.399170
	Iteration 13Q: 3 clusters Score -574646.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -574672.937500 Penalty: 2579.399170
	Iteration 14Q: 3 clusters Score -574672.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -574708.312500 Penalty: 2579.399170
	Iteration 15Q: 3 clusters Score -574708.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -574745.625000 Penalty: 2579.399170
	Iteration 16Q: 3 clusters Score -574745.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -574786.437500 Penalty: 2579.399170
	Iteration 17Q: 3 clusters Score -574786.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -574823.000000 Penalty: 2579.399170
	Iteration 18Q: 3 clusters Score -574823 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -574851.312500 Penalty: 2579.399170
	Iteration 19Q: 3 clusters Score -574851.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -574877.562500 Penalty: 2579.399170
	Iteration 20F: 3 clusters Score -574877.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -574905.875000 Penalty: 2579.399170
	Iteration 21Q: 3 clusters Score -574905.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -574939.125000 Penalty: 2579.399170
	Iteration 22Q: 3 clusters Score -574939.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -574974.750000 Penalty: 2579.399170
	Iteration 23Q: 3 clusters Score -574974.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -575026.125000 Penalty: 2579.399170
	Iteration 24Q: 3 clusters Score -575026.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -575085.312500 Penalty: 2579.399170
	Iteration 25Q: 3 clusters Score -575085.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -575158.312500 Penalty: 2579.399170
	Iteration 26Q: 3 clusters Score -575158.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -575234.125000 Penalty: 2579.399170
	Iteration 27Q: 3 clusters Score -575234.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -575322.687500 Penalty: 2579.399170
	Iteration 28Q: 3 clusters Score -575322.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -575401.812500 Penalty: 2579.399170
	Iteration 29Q: 3 clusters Score -575401.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -575479.875000 Penalty: 2579.399170
	Iteration 30Q: 3 clusters Score -575479.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -575551.500000 Penalty: 2579.399170
	Iteration 31Q: 3 clusters Score -575551.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -575614.562500 Penalty: 2579.399170
	Iteration 32Q: 3 clusters Score -575614.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -575660.812500 Penalty: 2579.399170
	Iteration 33Q: 3 clusters Score -575660.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -575702.125000 Penalty: 2579.399170
	Iteration 34Q: 3 clusters Score -575702.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -575723.812500 Penalty: 2579.399170
	Iteration 35Q: 3 clusters Score -575723.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -575751.625000 Penalty: 2579.399170
	Iteration 36Q: 3 clusters Score -575751.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -575774.500000 Penalty: 2579.399170
	Iteration 37Q: 3 clusters Score -575774.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -575795.187500 Penalty: 2579.399170
	Iteration 38Q: 3 clusters Score -575795.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -575810.937500 Penalty: 2579.399170
	Iteration 39Q: 3 clusters Score -575810.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -575825.000000 Penalty: 2579.399170
	Iteration 40F: 3 clusters Score -575825 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -575833.562500 Penalty: 2579.399170
	Iteration 41Q: 3 clusters Score -575833.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -575841.250000 Penalty: 2579.399170
	Iteration 42Q: 3 clusters Score -575841.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -575848.187500 Penalty: 2579.399170
	Iteration 43Q: 3 clusters Score -575848.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -575848.687500 Penalty: 2579.399170
	Iteration 44Q: 3 clusters Score -575848.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -575851.562500 Penalty: 2579.399170
	Iteration 45Q: 3 clusters Score -575851.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -575857.062500 Penalty: 2579.399170
	Iteration 46Q: 3 clusters Score -575857.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -575861.812500 Penalty: 2579.399170
	Iteration 47Q: 3 clusters Score -575861.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -575865.375000 Penalty: 2579.399170
	Iteration 48Q: 3 clusters Score -575865.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -575868.187500 Penalty: 2579.399170
	Iteration 49Q: 3 clusters Score -575868.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -575872.375000 Penalty: 2579.399170
	Iteration 50Q: 3 clusters Score -575872.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -575875.687500 Penalty: 2579.399170
	Iteration 51Q: 3 clusters Score -575875.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -575879.812500 Penalty: 2579.399170
	Iteration 52Q: 3 clusters Score -575879.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -575884.125000 Penalty: 2579.399170
	Iteration 53Q: 3 clusters Score -575884.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -575886.562500 Penalty: 2579.399170
	Iteration 54Q: 3 clusters Score -575886.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -575889.375000 Penalty: 2579.399170
	Iteration 55Q: 3 clusters Score -575889.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -575889.375000 Penalty: 2579.399170
	Iteration 56Q: 3 clusters Score -575889.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -575889.437500 Penalty: 2579.399170
	Iteration 57Q: 3 clusters Score -575889.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -575889.437500 Penalty: 2579.399170
	Iteration 58F: 3 clusters Score -575889.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (39095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39095 members 
Entering Unmasked Estep 
Score: -4055415.250000 Penalty: 1573.374023
	Iteration 0F: 2 clusters Score -4055415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -4030063.250000 Penalty: 3146.748047
	Iteration 0F: 3 clusters Score -4030063 nChanged 17844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -4039915.750000 Penalty: 3146.748047
	Iteration 1F: 3 clusters Score -4039916 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -4040550.750000 Penalty: 3146.748047
	Iteration 2Q: 3 clusters Score -4040551 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -4041246.250000 Penalty: 3146.748047
	Iteration 3Q: 3 clusters Score -4041246 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -4041974.500000 Penalty: 3146.748047
	Iteration 4Q: 3 clusters Score -4041974 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -4042773.750000 Penalty: 3146.748047
	Iteration 5Q: 3 clusters Score -4042774 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -4043742.000000 Penalty: 3146.748047
	Iteration 6Q: 3 clusters Score -4043742 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27271 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -4044998.750000 Penalty: 3146.748047
	Iteration 7F: 3 clusters Score -4044999 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29551 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -4046714.500000 Penalty: 3146.748047
	Iteration 8F: 3 clusters Score -4046714 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31997 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -4048670.750000 Penalty: 3146.748047
	Iteration 9F: 3 clusters Score -4048671 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34318 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -4050647.250000 Penalty: 3146.748047
	Iteration 10F: 3 clusters Score -4050647 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36132 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -4052140.000000 Penalty: 3146.748047
	Iteration 11Q: 3 clusters Score -4052140 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37288 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -4053086.250000 Penalty: 3146.748047
	Iteration 12Q: 3 clusters Score -4053086 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37923 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -4053572.500000 Penalty: 3146.748047
	Iteration 13Q: 3 clusters Score -4053572 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38249 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -4053799.750000 Penalty: 3146.748047
	Iteration 14Q: 3 clusters Score -4053800 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38410 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -4053936.500000 Penalty: 3146.748047
	Iteration 15Q: 3 clusters Score -4053936 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38521 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -4054034.000000 Penalty: 3146.748047
	Iteration 16Q: 3 clusters Score -4054034 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38589 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -4054100.000000 Penalty: 3146.748047
	Iteration 17Q: 3 clusters Score -4054100 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38624 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -4054146.500000 Penalty: 3146.748047
	Iteration 18Q: 3 clusters Score -4054146 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38655 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -4054184.000000 Penalty: 3146.748047
	Iteration 19Q: 3 clusters Score -4054184 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38675 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -4054209.250000 Penalty: 3146.748047
	Iteration 20F: 3 clusters Score -4054209 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38685 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -4054223.500000 Penalty: 3146.748047
	Iteration 21Q: 3 clusters Score -4054224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38689 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -4054232.000000 Penalty: 3146.748047
	Iteration 22Q: 3 clusters Score -4054232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38691 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -4054234.750000 Penalty: 3146.748047
	Iteration 23Q: 3 clusters Score -4054235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38694 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -4054237.500000 Penalty: 3146.748047
	Iteration 24Q: 3 clusters Score -4054238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38698 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -4054237.250000 Penalty: 3146.748047
	Iteration 25Q: 3 clusters Score -4054237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38702 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -4054245.000000 Penalty: 3146.748047
	Iteration 26Q: 3 clusters Score -4054245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38703 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -4054246.250000 Penalty: 3146.748047
	Iteration 27Q: 3 clusters Score -4054246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38704 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -4054245.500000 Penalty: 3146.748047
	Iteration 28Q: 3 clusters Score -4054246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38705 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -4054246.750000 Penalty: 3146.748047
	Iteration 29Q: 3 clusters Score -4054247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38704 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -4054246.750000 Penalty: 3146.748047
	Iteration 30Q: 3 clusters Score -4054247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38704 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -4054246.750000 Penalty: 3146.748047
	Iteration 31F: 3 clusters Score -4054247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Entering Unmasked Estep 
Score: -10446.735352 Penalty: 739.508240
	Iteration 0F: 2 clusters Score -10446.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -10006.056641 Penalty: 1479.016479
	Iteration 0F: 3 clusters Score -10006.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -10062.333984 Penalty: 1479.016479
	Iteration 1F: 3 clusters Score -10062.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -10088.075195 Penalty: 1479.016479
	Iteration 2Q: 3 clusters Score -10088.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -10109.542969 Penalty: 1479.016479
	Iteration 3Q: 3 clusters Score -10109.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -10117.078125 Penalty: 1479.016479
	Iteration 4Q: 3 clusters Score -10117.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -10117.078125 Penalty: 1479.016479
	Iteration 5F: 3 clusters Score -10117.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (55517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55517 members 
Entering Unmasked Estep 
Score: -5551860.500000 Penalty: 1625.557373
	Iteration 0F: 2 clusters Score -5551860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27689 members 
Mstep: Class 2 contains 27828 members 
Entering Unmasked Estep 
Score: -5515594.000000 Penalty: 3251.114746
	Iteration 0F: 3 clusters Score -5515594 nChanged 25806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 28046 members 
Entering Unmasked Estep 
Score: -5530169.500000 Penalty: 3251.114746
	Iteration 1F: 3 clusters Score -5530170 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 28117 members 
Entering Unmasked Estep 
Score: -5531023.500000 Penalty: 3251.114746
	Iteration 2Q: 3 clusters Score -5531024 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27247 members 
Mstep: Class 2 contains 28270 members 
Entering Unmasked Estep 
Score: -5531978.500000 Penalty: 3251.114746
	Iteration 3Q: 3 clusters Score -5531978 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27032 members 
Mstep: Class 2 contains 28485 members 
Entering Unmasked Estep 
Score: -5533131.500000 Penalty: 3251.114746
	Iteration 4Q: 3 clusters Score -5533132 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 28844 members 
Entering Unmasked Estep 
Score: -5534637.000000 Penalty: 3251.114746
	Iteration 5F: 3 clusters Score -5534637 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 29385 members 
Entering Unmasked Estep 
Score: -5536472.500000 Penalty: 3251.114746
	Iteration 6F: 3 clusters Score -5536472 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25479 members 
Mstep: Class 2 contains 30038 members 
Entering Unmasked Estep 
Score: -5538588.000000 Penalty: 3251.114746
	Iteration 7F: 3 clusters Score -5538588 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24743 members 
Mstep: Class 2 contains 30774 members 
Entering Unmasked Estep 
Score: -5540557.000000 Penalty: 3251.114746
	Iteration 8F: 3 clusters Score -5540557 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 31527 members 
Entering Unmasked Estep 
Score: -5542133.000000 Penalty: 3251.114746
	Iteration 9F: 3 clusters Score -5542133 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 32201 members 
Entering Unmasked Estep 
Score: -5543170.000000 Penalty: 3251.114746
	Iteration 10Q: 3 clusters Score -5543170 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 32783 members 
Entering Unmasked Estep 
Score: -5543736.000000 Penalty: 3251.114746
	Iteration 11Q: 3 clusters Score -5543736 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 33355 members 
Entering Unmasked Estep 
Score: -5544089.500000 Penalty: 3251.114746
	Iteration 12Q: 3 clusters Score -5544090 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 33927 members 
Entering Unmasked Estep 
Score: -5544337.000000 Penalty: 3251.114746
	Iteration 13Q: 3 clusters Score -5544337 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 34513 members 
Entering Unmasked Estep 
Score: -5544607.000000 Penalty: 3251.114746
	Iteration 14Q: 3 clusters Score -5544607 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 35097 members 
Entering Unmasked Estep 
Score: -5544799.500000 Penalty: 3251.114746
	Iteration 15Q: 3 clusters Score -5544800 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 35632 members 
Entering Unmasked Estep 
Score: -5544967.000000 Penalty: 3251.114746
	Iteration 16Q: 3 clusters Score -5544967 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 36226 members 
Entering Unmasked Estep 
Score: -5545203.000000 Penalty: 3251.114746
	Iteration 17Q: 3 clusters Score -5545203 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 36836 members 
Entering Unmasked Estep 
Score: -5545444.000000 Penalty: 3251.114746
	Iteration 18Q: 3 clusters Score -5545444 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 37513 members 
Entering Unmasked Estep 
Score: -5545701.000000 Penalty: 3251.114746
	Iteration 19Q: 3 clusters Score -5545701 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 38211 members 
Entering Unmasked Estep 
Score: -5545978.500000 Penalty: 3251.114746
	Iteration 20F: 3 clusters Score -5545978 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 38880 members 
Entering Unmasked Estep 
Score: -5546226.500000 Penalty: 3251.114746
	Iteration 21Q: 3 clusters Score -5546226 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 39515 members 
Entering Unmasked Estep 
Score: -5546469.000000 Penalty: 3251.114746
	Iteration 22Q: 3 clusters Score -5546469 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 40163 members 
Entering Unmasked Estep 
Score: -5546713.500000 Penalty: 3251.114746
	Iteration 23Q: 3 clusters Score -5546714 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 40792 members 
Entering Unmasked Estep 
Score: -5546980.500000 Penalty: 3251.114746
	Iteration 24Q: 3 clusters Score -5546980 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 41417 members 
Entering Unmasked Estep 
Score: -5547194.500000 Penalty: 3251.114746
	Iteration 25Q: 3 clusters Score -5547194 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 42021 members 
Entering Unmasked Estep 
Score: -5547414.000000 Penalty: 3251.114746
	Iteration 26Q: 3 clusters Score -5547414 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 42585 members 
Entering Unmasked Estep 
Score: -5547560.500000 Penalty: 3251.114746
	Iteration 27Q: 3 clusters Score -5547560 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 43139 members 
Entering Unmasked Estep 
Score: -5547712.500000 Penalty: 3251.114746
	Iteration 28Q: 3 clusters Score -5547712 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 43688 members 
Entering Unmasked Estep 
Score: -5547869.500000 Penalty: 3251.114746
	Iteration 29Q: 3 clusters Score -5547870 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 44247 members 
Entering Unmasked Estep 
Score: -5547984.000000 Penalty: 3251.114746
	Iteration 30Q: 3 clusters Score -5547984 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 44800 members 
Entering Unmasked Estep 
Score: -5548120.000000 Penalty: 3251.114746
	Iteration 31Q: 3 clusters Score -5548120 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 45308 members 
Entering Unmasked Estep 
Score: -5548266.000000 Penalty: 3251.114746
	Iteration 32Q: 3 clusters Score -5548266 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 45793 members 
Entering Unmasked Estep 
Score: -5548384.500000 Penalty: 3251.114746
	Iteration 33Q: 3 clusters Score -5548384 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 46265 members 
Entering Unmasked Estep 
Score: -5548500.000000 Penalty: 3251.114746
	Iteration 34Q: 3 clusters Score -5548500 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 46722 members 
Entering Unmasked Estep 
Score: -5548632.500000 Penalty: 3251.114746
	Iteration 35Q: 3 clusters Score -5548632 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 47157 members 
Entering Unmasked Estep 
Score: -5548758.500000 Penalty: 3251.114746
	Iteration 36Q: 3 clusters Score -5548758 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 47589 members 
Entering Unmasked Estep 
Score: -5548852.000000 Penalty: 3251.114746
	Iteration 37Q: 3 clusters Score -5548852 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 48030 members 
Entering Unmasked Estep 
Score: -5548948.500000 Penalty: 3251.114746
	Iteration 38Q: 3 clusters Score -5548948 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 48461 members 
Entering Unmasked Estep 
Score: -5549055.500000 Penalty: 3251.114746
	Iteration 39Q: 3 clusters Score -5549056 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 48863 members 
Entering Unmasked Estep 
Score: -5549181.000000 Penalty: 3251.114746
	Iteration 40F: 3 clusters Score -5549181 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 49250 members 
Entering Unmasked Estep 
Score: -5549298.000000 Penalty: 3251.114746
	Iteration 41Q: 3 clusters Score -5549298 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 49607 members 
Entering Unmasked Estep 
Score: -5549393.000000 Penalty: 3251.114746
	Iteration 42Q: 3 clusters Score -5549393 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 49969 members 
Entering Unmasked Estep 
Score: -5549501.000000 Penalty: 3251.114746
	Iteration 43Q: 3 clusters Score -5549501 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 50322 members 
Entering Unmasked Estep 
Score: -5549620.000000 Penalty: 3251.114746
	Iteration 44Q: 3 clusters Score -5549620 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 50669 members 
Entering Unmasked Estep 
Score: -5549732.000000 Penalty: 3251.114746
	Iteration 45Q: 3 clusters Score -5549732 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 50974 members 
Entering Unmasked Estep 
Score: -5549843.000000 Penalty: 3251.114746
	Iteration 46Q: 3 clusters Score -5549843 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 51285 members 
Entering Unmasked Estep 
Score: -5549920.500000 Penalty: 3251.114746
	Iteration 47Q: 3 clusters Score -5549920 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 51582 members 
Entering Unmasked Estep 
Score: -5549990.000000 Penalty: 3251.114746
	Iteration 48Q: 3 clusters Score -5549990 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 51840 members 
Entering Unmasked Estep 
Score: -5550083.500000 Penalty: 3251.114746
	Iteration 49Q: 3 clusters Score -5550084 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 52069 members 
Entering Unmasked Estep 
Score: -5550147.500000 Penalty: 3251.114746
	Iteration 50Q: 3 clusters Score -5550148 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 52270 members 
Entering Unmasked Estep 
Score: -5550217.500000 Penalty: 3251.114746
	Iteration 51Q: 3 clusters Score -5550218 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 52456 members 
Entering Unmasked Estep 
Score: -5550271.000000 Penalty: 3251.114746
	Iteration 52Q: 3 clusters Score -5550271 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 52617 members 
Entering Unmasked Estep 
Score: -5550322.000000 Penalty: 3251.114746
	Iteration 53Q: 3 clusters Score -5550322 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 52761 members 
Entering Unmasked Estep 
Score: -5550363.000000 Penalty: 3251.114746
	Iteration 54Q: 3 clusters Score -5550363 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 52895 members 
Entering Unmasked Estep 
Score: -5550392.000000 Penalty: 3251.114746
	Iteration 55Q: 3 clusters Score -5550392 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 53019 members 
Entering Unmasked Estep 
Score: -5550427.000000 Penalty: 3251.114746
	Iteration 56Q: 3 clusters Score -5550427 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 53122 members 
Entering Unmasked Estep 
Score: -5550460.500000 Penalty: 3251.114746
	Iteration 57Q: 3 clusters Score -5550460 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 53214 members 
Entering Unmasked Estep 
Score: -5550477.500000 Penalty: 3251.114746
	Iteration 58Q: 3 clusters Score -5550478 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 53289 members 
Entering Unmasked Estep 
Score: -5550505.000000 Penalty: 3251.114746
	Iteration 59Q: 3 clusters Score -5550505 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 53366 members 
Entering Unmasked Estep 
Score: -5550526.500000 Penalty: 3251.114746
	Iteration 60F: 3 clusters Score -5550526 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 53442 members 
Entering Unmasked Estep 
Score: -5550558.500000 Penalty: 3251.114746
	Iteration 61Q: 3 clusters Score -5550558 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 53505 members 
Entering Unmasked Estep 
Score: -5550564.000000 Penalty: 3251.114746
	Iteration 62Q: 3 clusters Score -5550564 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 53566 members 
Entering Unmasked Estep 
Score: -5550579.500000 Penalty: 3251.114746
	Iteration 63Q: 3 clusters Score -5550580 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 53627 members 
Entering Unmasked Estep 
Score: -5550605.000000 Penalty: 3251.114746
	Iteration 64Q: 3 clusters Score -5550605 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 53684 members 
Entering Unmasked Estep 
Score: -5550623.000000 Penalty: 3251.114746
	Iteration 65Q: 3 clusters Score -5550623 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 53731 members 
Entering Unmasked Estep 
Score: -5550636.000000 Penalty: 3251.114746
	Iteration 66Q: 3 clusters Score -5550636 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 53785 members 
Entering Unmasked Estep 
Score: -5550656.000000 Penalty: 3251.114746
	Iteration 67Q: 3 clusters Score -5550656 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 53815 members 
Entering Unmasked Estep 
Score: -5550669.000000 Penalty: 3251.114746
	Iteration 68Q: 3 clusters Score -5550669 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 53843 members 
Entering Unmasked Estep 
Score: -5550669.000000 Penalty: 3251.114746
	Iteration 69Q: 3 clusters Score -5550669 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 53868 members 
Entering Unmasked Estep 
Score: -5550670.000000 Penalty: 3251.114746
	Iteration 70Q: 3 clusters Score -5550670 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 53895 members 
Entering Unmasked Estep 
Score: -5550675.000000 Penalty: 3251.114746
	Iteration 71Q: 3 clusters Score -5550675 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 53922 members 
Entering Unmasked Estep 
Score: -5550695.500000 Penalty: 3251.114746
	Iteration 72Q: 3 clusters Score -5550696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 53933 members 
Entering Unmasked Estep 
Score: -5550685.000000 Penalty: 3251.114746
	Iteration 73Q: 3 clusters Score -5550685 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 53947 members 
Entering Unmasked Estep 
Score: -5550693.000000 Penalty: 3251.114746
	Iteration 74Q: 3 clusters Score -5550693 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 53964 members 
Entering Unmasked Estep 
Score: -5550708.500000 Penalty: 3251.114746
	Iteration 75Q: 3 clusters Score -5550708 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 53981 members 
Entering Unmasked Estep 
Score: -5550723.500000 Penalty: 3251.114746
	Iteration 76Q: 3 clusters Score -5550724 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 53995 members 
Entering Unmasked Estep 
Score: -5550731.000000 Penalty: 3251.114746
	Iteration 77Q: 3 clusters Score -5550731 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 54005 members 
Entering Unmasked Estep 
Score: -5550725.000000 Penalty: 3251.114746
	Iteration 78Q: 3 clusters Score -5550725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 54011 members 
Entering Unmasked Estep 
Score: -5550726.000000 Penalty: 3251.114746
	Iteration 79Q: 3 clusters Score -5550726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 54014 members 
Entering Unmasked Estep 
Score: -5550731.000000 Penalty: 3251.114746
	Iteration 80F: 3 clusters Score -5550731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 54018 members 
Entering Unmasked Estep 
Score: -5550735.500000 Penalty: 3251.114746
	Iteration 81Q: 3 clusters Score -5550736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 54021 members 
Entering Unmasked Estep 
Score: -5550738.500000 Penalty: 3251.114746
	Iteration 82Q: 3 clusters Score -5550738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 54025 members 
Entering Unmasked Estep 
Score: -5550747.000000 Penalty: 3251.114746
	Iteration 83Q: 3 clusters Score -5550747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 54032 members 
Entering Unmasked Estep 
Score: -5550743.000000 Penalty: 3251.114746
	Iteration 84Q: 3 clusters Score -5550743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 54033 members 
Entering Unmasked Estep 
Score: -5550745.000000 Penalty: 3251.114746
	Iteration 85Q: 3 clusters Score -5550745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 54033 members 
Entering Unmasked Estep 
Score: -5550745.000000 Penalty: 3251.114746
	Iteration 86F: 3 clusters Score -5550745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (115830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115830 members 
Entering Unmasked Estep 
Score: -11685289.000000 Penalty: 1734.989990
	Iteration 0F: 2 clusters Score -1.168529e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57637 members 
Mstep: Class 2 contains 58193 members 
Entering Unmasked Estep 
Score: -11608888.000000 Penalty: 3469.979980
	Iteration 0F: 3 clusters Score -1.160889e+07 nChanged 55136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53225 members 
Mstep: Class 2 contains 62605 members 
Entering Unmasked Estep 
Score: -11642526.000000 Penalty: 3469.979980
	Iteration 1F: 3 clusters Score -1.164253e+07 nChanged 6590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50139 members 
Mstep: Class 2 contains 65691 members 
Entering Unmasked Estep 
Score: -11646407.000000 Penalty: 3469.979980
	Iteration 2F: 3 clusters Score -1.164641e+07 nChanged 8511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45168 members 
Mstep: Class 2 contains 70662 members 
Entering Unmasked Estep 
Score: -11652413.000000 Penalty: 3469.979980
	Iteration 3F: 3 clusters Score -1.165241e+07 nChanged 9774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38364 members 
Mstep: Class 2 contains 77466 members 
Entering Unmasked Estep 
Score: -11659680.000000 Penalty: 3469.979980
	Iteration 4F: 3 clusters Score -1.165968e+07 nChanged 9403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31013 members 
Mstep: Class 2 contains 84817 members 
Entering Unmasked Estep 
Score: -11667372.000000 Penalty: 3469.979980
	Iteration 5F: 3 clusters Score -1.166737e+07 nChanged 7575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24612 members 
Mstep: Class 2 contains 91218 members 
Entering Unmasked Estep 
Score: -11673687.000000 Penalty: 3469.979980
	Iteration 6F: 3 clusters Score -1.167369e+07 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 95963 members 
Entering Unmasked Estep 
Score: -11678081.000000 Penalty: 3469.979980
	Iteration 7Q: 3 clusters Score -1.167808e+07 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 99320 members 
Entering Unmasked Estep 
Score: -11680811.000000 Penalty: 3469.979980
	Iteration 8Q: 3 clusters Score -1.168081e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 101762 members 
Entering Unmasked Estep 
Score: -11682445.000000 Penalty: 3469.979980
	Iteration 9Q: 3 clusters Score -1.168244e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 103677 members 
Entering Unmasked Estep 
Score: -11683654.000000 Penalty: 3469.979980
	Iteration 10Q: 3 clusters Score -1.168365e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 105236 members 
Entering Unmasked Estep 
Score: -11684606.000000 Penalty: 3469.979980
	Iteration 11Q: 3 clusters Score -1.168461e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 106528 members 
Entering Unmasked Estep 
Score: -11685351.000000 Penalty: 3469.979980
	Iteration 12Q: 3 clusters Score -1.168535e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 107565 members 
Entering Unmasked Estep 
Score: -11685884.000000 Penalty: 3469.979980
	Iteration 13Q: 3 clusters Score -1.168588e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 108392 members 
Entering Unmasked Estep 
Score: -11686278.000000 Penalty: 3469.979980
	Iteration 14Q: 3 clusters Score -1.168628e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 109041 members 
Entering Unmasked Estep 
Score: -11686564.000000 Penalty: 3469.979980
	Iteration 15Q: 3 clusters Score -1.168656e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 109507 members 
Entering Unmasked Estep 
Score: -11686755.000000 Penalty: 3469.979980
	Iteration 16Q: 3 clusters Score -1.168676e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 109866 members 
Entering Unmasked Estep 
Score: -11686952.000000 Penalty: 3469.979980
	Iteration 17Q: 3 clusters Score -1.168695e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 110108 members 
Entering Unmasked Estep 
Score: -11687055.000000 Penalty: 3469.979980
	Iteration 18Q: 3 clusters Score -1.168706e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 110287 members 
Entering Unmasked Estep 
Score: -11687080.000000 Penalty: 3469.979980
	Iteration 19Q: 3 clusters Score -1.168708e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 110426 members 
Entering Unmasked Estep 
Score: -11687122.000000 Penalty: 3469.979980
	Iteration 20F: 3 clusters Score -1.168712e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 110547 members 
Entering Unmasked Estep 
Score: -11687124.000000 Penalty: 3469.979980
	Iteration 21Q: 3 clusters Score -1.168712e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 110640 members 
Entering Unmasked Estep 
Score: -11687168.000000 Penalty: 3469.979980
	Iteration 22Q: 3 clusters Score -1.168717e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 110717 members 
Entering Unmasked Estep 
Score: -11687170.000000 Penalty: 3469.979980
	Iteration 23Q: 3 clusters Score -1.168717e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 110785 members 
Entering Unmasked Estep 
Score: -11687193.000000 Penalty: 3469.979980
	Iteration 24Q: 3 clusters Score -1.168719e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 110830 members 
Entering Unmasked Estep 
Score: -11687187.000000 Penalty: 3469.979980
	Iteration 25Q: 3 clusters Score -1.168719e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 110870 members 
Entering Unmasked Estep 
Score: -11687189.000000 Penalty: 3469.979980
	Iteration 26Q: 3 clusters Score -1.168719e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 110897 members 
Entering Unmasked Estep 
Score: -11687192.000000 Penalty: 3469.979980
	Iteration 27Q: 3 clusters Score -1.168719e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 110912 members 
Entering Unmasked Estep 
Score: -11687198.000000 Penalty: 3469.979980
	Iteration 28Q: 3 clusters Score -1.16872e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 110921 members 
Entering Unmasked Estep 
Score: -11687196.000000 Penalty: 3469.979980
	Iteration 29Q: 3 clusters Score -1.16872e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 110928 members 
Entering Unmasked Estep 
Score: -11687202.000000 Penalty: 3469.979980
	Iteration 30Q: 3 clusters Score -1.16872e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 110930 members 
Entering Unmasked Estep 
Score: -11687201.000000 Penalty: 3469.979980
	Iteration 31Q: 3 clusters Score -1.16872e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 110931 members 
Entering Unmasked Estep 
Score: -11687206.000000 Penalty: 3469.979980
	Iteration 32Q: 3 clusters Score -1.168721e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 110932 members 
Entering Unmasked Estep 
Score: -11687203.000000 Penalty: 3469.979980
	Iteration 33Q: 3 clusters Score -1.16872e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 110932 members 
Entering Unmasked Estep 
Score: -11687199.000000 Penalty: 3469.979980
	Iteration 34Q: 3 clusters Score -1.16872e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 110936 members 
Entering Unmasked Estep 
Score: -11687205.000000 Penalty: 3469.979980
	Iteration 35Q: 3 clusters Score -1.16872e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 110937 members 
Entering Unmasked Estep 
Score: -11687209.000000 Penalty: 3469.979980
	Iteration 36Q: 3 clusters Score -1.168721e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 110937 members 
Entering Unmasked Estep 
Score: -11687209.000000 Penalty: 3469.979980
	Iteration 37F: 3 clusters Score -1.168721e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 47046 members 
Mstep: Class 2 contains 11850 members 
Mstep: Class 3 contains 5015 members 
Mstep: Class 4 contains 11680 members 
Mstep: Class 5 contains 6769 members 
Mstep: Class 6 contains 21354 members 
Mstep: Class 7 contains 13924 members 
Mstep: Class 8 contains 8683 members 
Mstep: Class 9 contains 2907 members 
Mstep: Class 10 contains 10858 members 
Mstep: Class 11 contains 16315 members 
Mstep: Class 12 contains 6458 members 
Mstep: Class 13 contains 44212 members 
Mstep: Class 14 contains 56609 members 
Mstep: Class 15 contains 3962 members 
Mstep: Class 16 contains 5810 members 
Mstep: Class 17 contains 39095 members 
Mstep: Class 18 contains 144 members 
Mstep: Class 19 contains 55517 members 
Mstep: Class 20 contains 4893 members 
Mstep: Class 21 contains 15144 members 
Mstep: Class 22 contains 3058 members 
Mstep: Class 23 contains 7195 members 
Mstep: Class 24 contains 16813 members 
Mstep: Class 25 contains 3141 members 
Mstep: Class 26 contains 17714 members 
Mstep: Class 27 contains 16155 members 
Mstep: Class 28 contains 10627 members 
Mstep: Class 29 contains 20751 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 6442 members 
Mstep: Class 32 contains 11529 members 
Mstep: Class 33 contains 2519 members 
Mstep: Class 34 contains 9403 members 
Mstep: Class 35 contains 11312 members 
Mstep: Class 36 contains 17699 members 
Mstep: Class 37 contains 37776 members 
Mstep: Class 38 contains 5314 members 
Mstep: Class 39 contains 925 members 
Mstep: Class 40 contains 93938 members 
Mstep: Class 41 contains 34861 members 
Mstep: Class 42 contains 5451 members 
Mstep: Class 43 contains 35853 members 
Mstep: Class 44 contains 2123 members 
Mstep: Class 45 contains 790 members 
Mstep: Class 46 contains 4460 members 
Mstep: Class 47 contains 14447 members 
Mstep: Class 48 contains 527 members 
Mstep: Class 49 contains 2068 members 
Mstep: Class 50 contains 110937 members 
Entering Unmasked Estep 
Score: -88106776.000000 Penalty: 102001.945312
Splitting cluster 20 changes total score from -88105120.000000 to -88106776.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 21 (15144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Entering Unmasked Estep 
Score: -1586111.250000 Penalty: 1432.253540
	Iteration 0F: 2 clusters Score -1586111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1576088.375000 Penalty: 2864.507080
	Iteration 0F: 3 clusters Score -1576088 nChanged 6625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1579608.625000 Penalty: 2864.507080
	Iteration 1F: 3 clusters Score -1579609 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1580045.625000 Penalty: 2864.507080
	Iteration 2F: 3 clusters Score -1580046 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1580410.750000 Penalty: 2864.507080
	Iteration 3F: 3 clusters Score -1580411 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1580744.375000 Penalty: 2864.507080
	Iteration 4Q: 3 clusters Score -1580744 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1581054.000000 Penalty: 2864.507080
	Iteration 5Q: 3 clusters Score -1581054 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1581394.000000 Penalty: 2864.507080
	Iteration 6Q: 3 clusters Score -1581394 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1581726.250000 Penalty: 2864.507080
	Iteration 7Q: 3 clusters Score -1581726 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1582022.625000 Penalty: 2864.507080
	Iteration 8Q: 3 clusters Score -1582023 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1582277.125000 Penalty: 2864.507080
	Iteration 9Q: 3 clusters Score -1582277 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1582512.750000 Penalty: 2864.507080
	Iteration 10Q: 3 clusters Score -1582513 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1582694.375000 Penalty: 2864.507080
	Iteration 11Q: 3 clusters Score -1582694 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1582829.750000 Penalty: 2864.507080
	Iteration 12Q: 3 clusters Score -1582830 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1582971.125000 Penalty: 2864.507080
	Iteration 13Q: 3 clusters Score -1582971 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1583111.875000 Penalty: 2864.507080
	Iteration 14Q: 3 clusters Score -1583112 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1583262.875000 Penalty: 2864.507080
	Iteration 15Q: 3 clusters Score -1583263 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1583389.000000 Penalty: 2864.507080
	Iteration 16Q: 3 clusters Score -1583389 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1583512.125000 Penalty: 2864.507080
	Iteration 17Q: 3 clusters Score -1583512 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1583618.625000 Penalty: 2864.507080
	Iteration 18Q: 3 clusters Score -1583619 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1583712.375000 Penalty: 2864.507080
	Iteration 19Q: 3 clusters Score -1583712 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1583818.375000 Penalty: 2864.507080
	Iteration 20F: 3 clusters Score -1583818 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1583904.125000 Penalty: 2864.507080
	Iteration 21Q: 3 clusters Score -1583904 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1583985.250000 Penalty: 2864.507080
	Iteration 22Q: 3 clusters Score -1583985 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1584062.875000 Penalty: 2864.507080
	Iteration 23Q: 3 clusters Score -1584063 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1584164.000000 Penalty: 2864.507080
	Iteration 24Q: 3 clusters Score -1584164 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1584256.750000 Penalty: 2864.507080
	Iteration 25Q: 3 clusters Score -1584257 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1584344.250000 Penalty: 2864.507080
	Iteration 26Q: 3 clusters Score -1584344 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1584424.125000 Penalty: 2864.507080
	Iteration 27Q: 3 clusters Score -1584424 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1584500.000000 Penalty: 2864.507080
	Iteration 28Q: 3 clusters Score -1584500 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1584567.375000 Penalty: 2864.507080
	Iteration 29Q: 3 clusters Score -1584567 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1584625.375000 Penalty: 2864.507080
	Iteration 30Q: 3 clusters Score -1584625 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1584688.750000 Penalty: 2864.507080
	Iteration 31Q: 3 clusters Score -1584689 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1584744.250000 Penalty: 2864.507080
	Iteration 32Q: 3 clusters Score -1584744 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1584779.375000 Penalty: 2864.507080
	Iteration 33Q: 3 clusters Score -1584779 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1584809.750000 Penalty: 2864.507080
	Iteration 34Q: 3 clusters Score -1584810 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1584858.000000 Penalty: 2864.507080
	Iteration 35Q: 3 clusters Score -1584858 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1584906.750000 Penalty: 2864.507080
	Iteration 36Q: 3 clusters Score -1584907 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1584937.000000 Penalty: 2864.507080
	Iteration 37Q: 3 clusters Score -1584937 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1584962.500000 Penalty: 2864.507080
	Iteration 38Q: 3 clusters Score -1584962 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1584982.625000 Penalty: 2864.507080
	Iteration 39Q: 3 clusters Score -1584983 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1584997.375000 Penalty: 2864.507080
	Iteration 40F: 3 clusters Score -1584997 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1585001.625000 Penalty: 2864.507080
	Iteration 41Q: 3 clusters Score -1585002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1585008.000000 Penalty: 2864.507080
	Iteration 42Q: 3 clusters Score -1585008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1585017.875000 Penalty: 2864.507080
	Iteration 43Q: 3 clusters Score -1585018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1585019.500000 Penalty: 2864.507080
	Iteration 44Q: 3 clusters Score -1585020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1585022.875000 Penalty: 2864.507080
	Iteration 45Q: 3 clusters Score -1585023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1585024.750000 Penalty: 2864.507080
	Iteration 46Q: 3 clusters Score -1585025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1585028.250000 Penalty: 2864.507080
	Iteration 47Q: 3 clusters Score -1585028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1585034.375000 Penalty: 2864.507080
	Iteration 48Q: 3 clusters Score -1585034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1585038.250000 Penalty: 2864.507080
	Iteration 49Q: 3 clusters Score -1585038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1585042.625000 Penalty: 2864.507080
	Iteration 50Q: 3 clusters Score -1585043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1585044.625000 Penalty: 2864.507080
	Iteration 51Q: 3 clusters Score -1585045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1585044.750000 Penalty: 2864.507080
	Iteration 52Q: 3 clusters Score -1585045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1585045.000000 Penalty: 2864.507080
	Iteration 53Q: 3 clusters Score -1585045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1585046.000000 Penalty: 2864.507080
	Iteration 54Q: 3 clusters Score -1585046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1585044.375000 Penalty: 2864.507080
	Iteration 55Q: 3 clusters Score -1585044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1585047.000000 Penalty: 2864.507080
	Iteration 56Q: 3 clusters Score -1585047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1585047.750000 Penalty: 2864.507080
	Iteration 57Q: 3 clusters Score -1585048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1585048.875000 Penalty: 2864.507080
	Iteration 58Q: 3 clusters Score -1585049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1585053.125000 Penalty: 2864.507080
	Iteration 59Q: 3 clusters Score -1585053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1585052.125000 Penalty: 2864.507080
	Iteration 60F: 3 clusters Score -1585052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1585052.375000 Penalty: 2864.507080
	Iteration 61Q: 3 clusters Score -1585052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1585054.750000 Penalty: 2864.507080
	Iteration 62Q: 3 clusters Score -1585055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1585054.750000 Penalty: 2864.507080
	Iteration 63F: 3 clusters Score -1585055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Entering Unmasked Estep 
Score: -289137.437500 Penalty: 1194.196899
	Iteration 0F: 2 clusters Score -289137.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -286657.000000 Penalty: 2388.393799
	Iteration 0F: 3 clusters Score -286657 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -287280.687500 Penalty: 2388.393799
	Iteration 1F: 3 clusters Score -287280.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -287424.687500 Penalty: 2388.393799
	Iteration 2F: 3 clusters Score -287424.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -287526.218750 Penalty: 2388.393799
	Iteration 3F: 3 clusters Score -287526.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -287602.843750 Penalty: 2388.393799
	Iteration 4Q: 3 clusters Score -287602.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -287650.687500 Penalty: 2388.393799
	Iteration 5Q: 3 clusters Score -287650.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -287696.968750 Penalty: 2388.393799
	Iteration 6Q: 3 clusters Score -287697 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -287727.406250 Penalty: 2388.393799
	Iteration 7Q: 3 clusters Score -287727.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -287751.781250 Penalty: 2388.393799
	Iteration 8Q: 3 clusters Score -287751.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -287769.812500 Penalty: 2388.393799
	Iteration 9Q: 3 clusters Score -287769.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -287787.718750 Penalty: 2388.393799
	Iteration 10Q: 3 clusters Score -287787.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -287803.250000 Penalty: 2388.393799
	Iteration 11Q: 3 clusters Score -287803.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -287815.687500 Penalty: 2388.393799
	Iteration 12Q: 3 clusters Score -287815.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -287835.562500 Penalty: 2388.393799
	Iteration 13Q: 3 clusters Score -287835.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -287855.875000 Penalty: 2388.393799
	Iteration 14Q: 3 clusters Score -287855.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -287877.250000 Penalty: 2388.393799
	Iteration 15Q: 3 clusters Score -287877.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -287894.656250 Penalty: 2388.393799
	Iteration 16Q: 3 clusters Score -287894.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -287908.500000 Penalty: 2388.393799
	Iteration 17Q: 3 clusters Score -287908.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -287922.906250 Penalty: 2388.393799
	Iteration 18Q: 3 clusters Score -287922.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -287936.968750 Penalty: 2388.393799
	Iteration 19Q: 3 clusters Score -287937 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -287948.437500 Penalty: 2388.393799
	Iteration 20F: 3 clusters Score -287948.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -287962.468750 Penalty: 2388.393799
	Iteration 21Q: 3 clusters Score -287962.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -287978.343750 Penalty: 2388.393799
	Iteration 22Q: 3 clusters Score -287978.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -287999.343750 Penalty: 2388.393799
	Iteration 23Q: 3 clusters Score -287999.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -288021.312500 Penalty: 2388.393799
	Iteration 24Q: 3 clusters Score -288021.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -288046.531250 Penalty: 2388.393799
	Iteration 25Q: 3 clusters Score -288046.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -288091.781250 Penalty: 2388.393799
	Iteration 26Q: 3 clusters Score -288091.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -288170.187500 Penalty: 2388.393799
	Iteration 27Q: 3 clusters Score -288170.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -288258.968750 Penalty: 2388.393799
	Iteration 28Q: 3 clusters Score -288259 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -288339.125000 Penalty: 2388.393799
	Iteration 29Q: 3 clusters Score -288339.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -288403.750000 Penalty: 2388.393799
	Iteration 30Q: 3 clusters Score -288403.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -288463.781250 Penalty: 2388.393799
	Iteration 31Q: 3 clusters Score -288463.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -288531.718750 Penalty: 2388.393799
	Iteration 32Q: 3 clusters Score -288531.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -288597.093750 Penalty: 2388.393799
	Iteration 33Q: 3 clusters Score -288597.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -288643.406250 Penalty: 2388.393799
	Iteration 34Q: 3 clusters Score -288643.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -288672.312500 Penalty: 2388.393799
	Iteration 35Q: 3 clusters Score -288672.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -288695.500000 Penalty: 2388.393799
	Iteration 36Q: 3 clusters Score -288695.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -288716.656250 Penalty: 2388.393799
	Iteration 37Q: 3 clusters Score -288716.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -288742.750000 Penalty: 2388.393799
	Iteration 38Q: 3 clusters Score -288742.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -288764.531250 Penalty: 2388.393799
	Iteration 39Q: 3 clusters Score -288764.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -288779.812500 Penalty: 2388.393799
	Iteration 40F: 3 clusters Score -288779.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -288790.375000 Penalty: 2388.393799
	Iteration 41Q: 3 clusters Score -288790.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -288797.500000 Penalty: 2388.393799
	Iteration 42Q: 3 clusters Score -288797.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -288803.656250 Penalty: 2388.393799
	Iteration 43Q: 3 clusters Score -288803.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -288810.656250 Penalty: 2388.393799
	Iteration 44Q: 3 clusters Score -288810.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -288815.000000 Penalty: 2388.393799
	Iteration 45Q: 3 clusters Score -288815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -288819.812500 Penalty: 2388.393799
	Iteration 46Q: 3 clusters Score -288819.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -288824.062500 Penalty: 2388.393799
	Iteration 47Q: 3 clusters Score -288824.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -288826.406250 Penalty: 2388.393799
	Iteration 48Q: 3 clusters Score -288826.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -288830.718750 Penalty: 2388.393799
	Iteration 49Q: 3 clusters Score -288830.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -288836.125000 Penalty: 2388.393799
	Iteration 50Q: 3 clusters Score -288836.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -288839.437500 Penalty: 2388.393799
	Iteration 51Q: 3 clusters Score -288839.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -288842.406250 Penalty: 2388.393799
	Iteration 52Q: 3 clusters Score -288842.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -288845.093750 Penalty: 2388.393799
	Iteration 53Q: 3 clusters Score -288845.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -288848.593750 Penalty: 2388.393799
	Iteration 54Q: 3 clusters Score -288848.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -288851.593750 Penalty: 2388.393799
	Iteration 55Q: 3 clusters Score -288851.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -288855.250000 Penalty: 2388.393799
	Iteration 56Q: 3 clusters Score -288855.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -288857.593750 Penalty: 2388.393799
	Iteration 57Q: 3 clusters Score -288857.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -288862.875000 Penalty: 2388.393799
	Iteration 58Q: 3 clusters Score -288862.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -288867.125000 Penalty: 2388.393799
	Iteration 59Q: 3 clusters Score -288867.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -288869.187500 Penalty: 2388.393799
	Iteration 60F: 3 clusters Score -288869.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -288870.156250 Penalty: 2388.393799
	Iteration 61Q: 3 clusters Score -288870.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -288870.562500 Penalty: 2388.393799
	Iteration 62Q: 3 clusters Score -288870.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -288871.125000 Penalty: 2388.393799
	Iteration 63Q: 3 clusters Score -288871.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -288871.500000 Penalty: 2388.393799
	Iteration 64Q: 3 clusters Score -288871.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -288872.562500 Penalty: 2388.393799
	Iteration 65Q: 3 clusters Score -288872.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -288874.468750 Penalty: 2388.393799
	Iteration 66Q: 3 clusters Score -288874.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -288875.843750 Penalty: 2388.393799
	Iteration 67Q: 3 clusters Score -288875.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -288876.187500 Penalty: 2388.393799
	Iteration 68Q: 3 clusters Score -288876.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -288876.187500 Penalty: 2388.393799
	Iteration 69F: 3 clusters Score -288876.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Entering Unmasked Estep 
Score: -727178.250000 Penalty: 1321.513916
	Iteration 0F: 2 clusters Score -727178.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -722109.000000 Penalty: 2643.027832
	Iteration 0F: 3 clusters Score -722109 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -723657.000000 Penalty: 2643.027832
	Iteration 1F: 3 clusters Score -723657 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -723886.250000 Penalty: 2643.027832
	Iteration 2F: 3 clusters Score -723886.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -724013.125000 Penalty: 2643.027832
	Iteration 3Q: 3 clusters Score -724013.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -724113.687500 Penalty: 2643.027832
	Iteration 4Q: 3 clusters Score -724113.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -724209.062500 Penalty: 2643.027832
	Iteration 5Q: 3 clusters Score -724209.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -724287.437500 Penalty: 2643.027832
	Iteration 6Q: 3 clusters Score -724287.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -724366.312500 Penalty: 2643.027832
	Iteration 7Q: 3 clusters Score -724366.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -724456.375000 Penalty: 2643.027832
	Iteration 8Q: 3 clusters Score -724456.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -724546.000000 Penalty: 2643.027832
	Iteration 9Q: 3 clusters Score -724546 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -724641.937500 Penalty: 2643.027832
	Iteration 10Q: 3 clusters Score -724641.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -724738.937500 Penalty: 2643.027832
	Iteration 11Q: 3 clusters Score -724738.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -724842.500000 Penalty: 2643.027832
	Iteration 12Q: 3 clusters Score -724842.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -724958.250000 Penalty: 2643.027832
	Iteration 13Q: 3 clusters Score -724958.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -725070.750000 Penalty: 2643.027832
	Iteration 14Q: 3 clusters Score -725070.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -725210.812500 Penalty: 2643.027832
	Iteration 15Q: 3 clusters Score -725210.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -725353.062500 Penalty: 2643.027832
	Iteration 16Q: 3 clusters Score -725353.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -725491.562500 Penalty: 2643.027832
	Iteration 17Q: 3 clusters Score -725491.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -725606.500000 Penalty: 2643.027832
	Iteration 18Q: 3 clusters Score -725606.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -725698.687500 Penalty: 2643.027832
	Iteration 19Q: 3 clusters Score -725698.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -725771.312500 Penalty: 2643.027832
	Iteration 20F: 3 clusters Score -725771.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -725836.000000 Penalty: 2643.027832
	Iteration 21Q: 3 clusters Score -725836 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -725898.437500 Penalty: 2643.027832
	Iteration 22Q: 3 clusters Score -725898.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -725953.250000 Penalty: 2643.027832
	Iteration 23Q: 3 clusters Score -725953.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -725989.437500 Penalty: 2643.027832
	Iteration 24Q: 3 clusters Score -725989.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -726016.125000 Penalty: 2643.027832
	Iteration 25Q: 3 clusters Score -726016.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -726030.312500 Penalty: 2643.027832
	Iteration 26Q: 3 clusters Score -726030.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -726044.375000 Penalty: 2643.027832
	Iteration 27Q: 3 clusters Score -726044.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -726062.750000 Penalty: 2643.027832
	Iteration 28Q: 3 clusters Score -726062.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -726068.187500 Penalty: 2643.027832
	Iteration 29Q: 3 clusters Score -726068.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -726076.187500 Penalty: 2643.027832
	Iteration 30Q: 3 clusters Score -726076.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -726082.437500 Penalty: 2643.027832
	Iteration 31Q: 3 clusters Score -726082.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -726084.187500 Penalty: 2643.027832
	Iteration 32Q: 3 clusters Score -726084.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -726085.875000 Penalty: 2643.027832
	Iteration 33Q: 3 clusters Score -726085.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -726087.187500 Penalty: 2643.027832
	Iteration 34Q: 3 clusters Score -726087.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -726087.750000 Penalty: 2643.027832
	Iteration 35Q: 3 clusters Score -726087.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -726090.250000 Penalty: 2643.027832
	Iteration 36Q: 3 clusters Score -726090.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -726090.250000 Penalty: 2643.027832
	Iteration 37F: 3 clusters Score -726090.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Entering Unmasked Estep 
Score: -1683482.500000 Penalty: 1447.810303
	Iteration 0F: 2 clusters Score -1683482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1672368.375000 Penalty: 2895.620605
	Iteration 0F: 3 clusters Score -1672368 nChanged 7310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1676484.875000 Penalty: 2895.620605
	Iteration 1F: 3 clusters Score -1676485 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1677036.375000 Penalty: 2895.620605
	Iteration 2F: 3 clusters Score -1677036 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1677489.500000 Penalty: 2895.620605
	Iteration 3F: 3 clusters Score -1677490 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1677892.875000 Penalty: 2895.620605
	Iteration 4Q: 3 clusters Score -1677893 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1678307.125000 Penalty: 2895.620605
	Iteration 5Q: 3 clusters Score -1678307 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1678725.625000 Penalty: 2895.620605
	Iteration 6Q: 3 clusters Score -1678726 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1679173.000000 Penalty: 2895.620605
	Iteration 7Q: 3 clusters Score -1679173 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1679608.125000 Penalty: 2895.620605
	Iteration 8Q: 3 clusters Score -1679608 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1680021.500000 Penalty: 2895.620605
	Iteration 9Q: 3 clusters Score -1680022 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1680323.875000 Penalty: 2895.620605
	Iteration 10Q: 3 clusters Score -1680324 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1680529.125000 Penalty: 2895.620605
	Iteration 11Q: 3 clusters Score -1680529 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1680688.750000 Penalty: 2895.620605
	Iteration 12Q: 3 clusters Score -1680689 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1680801.000000 Penalty: 2895.620605
	Iteration 13Q: 3 clusters Score -1680801 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1680898.250000 Penalty: 2895.620605
	Iteration 14Q: 3 clusters Score -1680898 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1680983.000000 Penalty: 2895.620605
	Iteration 15Q: 3 clusters Score -1680983 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1681061.375000 Penalty: 2895.620605
	Iteration 16Q: 3 clusters Score -1681061 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1681150.375000 Penalty: 2895.620605
	Iteration 17Q: 3 clusters Score -1681150 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1681248.375000 Penalty: 2895.620605
	Iteration 18Q: 3 clusters Score -1681248 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1681357.375000 Penalty: 2895.620605
	Iteration 19Q: 3 clusters Score -1681357 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1681443.250000 Penalty: 2895.620605
	Iteration 20F: 3 clusters Score -1681443 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1681540.875000 Penalty: 2895.620605
	Iteration 21Q: 3 clusters Score -1681541 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1681656.500000 Penalty: 2895.620605
	Iteration 22Q: 3 clusters Score -1681656 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1681774.875000 Penalty: 2895.620605
	Iteration 23Q: 3 clusters Score -1681775 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1681888.375000 Penalty: 2895.620605
	Iteration 24Q: 3 clusters Score -1681888 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1682004.625000 Penalty: 2895.620605
	Iteration 25Q: 3 clusters Score -1682005 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1682147.625000 Penalty: 2895.620605
	Iteration 26Q: 3 clusters Score -1682148 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1682242.125000 Penalty: 2895.620605
	Iteration 27Q: 3 clusters Score -1682242 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1682307.375000 Penalty: 2895.620605
	Iteration 28Q: 3 clusters Score -1682307 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1682364.250000 Penalty: 2895.620605
	Iteration 29Q: 3 clusters Score -1682364 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1682402.250000 Penalty: 2895.620605
	Iteration 30Q: 3 clusters Score -1682402 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1682441.000000 Penalty: 2895.620605
	Iteration 31Q: 3 clusters Score -1682441 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1682465.875000 Penalty: 2895.620605
	Iteration 32Q: 3 clusters Score -1682466 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1682489.875000 Penalty: 2895.620605
	Iteration 33Q: 3 clusters Score -1682490 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1682513.125000 Penalty: 2895.620605
	Iteration 34Q: 3 clusters Score -1682513 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1682522.250000 Penalty: 2895.620605
	Iteration 35Q: 3 clusters Score -1682522 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1682532.750000 Penalty: 2895.620605
	Iteration 36Q: 3 clusters Score -1682533 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1682541.750000 Penalty: 2895.620605
	Iteration 37Q: 3 clusters Score -1682542 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1682548.750000 Penalty: 2895.620605
	Iteration 38Q: 3 clusters Score -1682549 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1682561.750000 Penalty: 2895.620605
	Iteration 39Q: 3 clusters Score -1682562 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1682567.125000 Penalty: 2895.620605
	Iteration 40F: 3 clusters Score -1682567 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1682570.500000 Penalty: 2895.620605
	Iteration 41Q: 3 clusters Score -1682570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1682574.000000 Penalty: 2895.620605
	Iteration 42Q: 3 clusters Score -1682574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1682573.500000 Penalty: 2895.620605
	Iteration 43Q: 3 clusters Score -1682574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1682579.625000 Penalty: 2895.620605
	Iteration 44Q: 3 clusters Score -1682580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1682579.875000 Penalty: 2895.620605
	Iteration 45Q: 3 clusters Score -1682580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1682577.875000 Penalty: 2895.620605
	Iteration 46Q: 3 clusters Score -1682578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1682579.250000 Penalty: 2895.620605
	Iteration 47Q: 3 clusters Score -1682579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1682579.250000 Penalty: 2895.620605
	Iteration 48F: 3 clusters Score -1682579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Entering Unmasked Estep 
Score: -296287.906250 Penalty: 1198.181763
	Iteration 0F: 2 clusters Score -296287.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -293742.843750 Penalty: 2396.363525
	Iteration 0F: 3 clusters Score -293742.8 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -294483.406250 Penalty: 2396.363525
	Iteration 1F: 3 clusters Score -294483.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -294704.406250 Penalty: 2396.363525
	Iteration 2F: 3 clusters Score -294704.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -294872.250000 Penalty: 2396.363525
	Iteration 3F: 3 clusters Score -294872.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -295007.250000 Penalty: 2396.363525
	Iteration 4Q: 3 clusters Score -295007.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -295111.781250 Penalty: 2396.363525
	Iteration 5Q: 3 clusters Score -295111.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -295200.093750 Penalty: 2396.363525
	Iteration 6Q: 3 clusters Score -295200.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -295282.125000 Penalty: 2396.363525
	Iteration 7Q: 3 clusters Score -295282.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -295373.875000 Penalty: 2396.363525
	Iteration 8Q: 3 clusters Score -295373.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -295462.500000 Penalty: 2396.363525
	Iteration 9Q: 3 clusters Score -295462.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -295542.000000 Penalty: 2396.363525
	Iteration 10Q: 3 clusters Score -295542 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -295600.312500 Penalty: 2396.363525
	Iteration 11Q: 3 clusters Score -295600.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -295638.000000 Penalty: 2396.363525
	Iteration 12Q: 3 clusters Score -295638 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -295673.468750 Penalty: 2396.363525
	Iteration 13Q: 3 clusters Score -295673.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -295694.218750 Penalty: 2396.363525
	Iteration 14Q: 3 clusters Score -295694.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -295714.031250 Penalty: 2396.363525
	Iteration 15Q: 3 clusters Score -295714 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -295741.312500 Penalty: 2396.363525
	Iteration 16Q: 3 clusters Score -295741.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -295762.000000 Penalty: 2396.363525
	Iteration 17Q: 3 clusters Score -295762 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -295780.906250 Penalty: 2396.363525
	Iteration 18Q: 3 clusters Score -295780.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -295799.531250 Penalty: 2396.363525
	Iteration 19Q: 3 clusters Score -295799.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -295815.843750 Penalty: 2396.363525
	Iteration 20F: 3 clusters Score -295815.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -295828.312500 Penalty: 2396.363525
	Iteration 21Q: 3 clusters Score -295828.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -295842.250000 Penalty: 2396.363525
	Iteration 22Q: 3 clusters Score -295842.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -295857.625000 Penalty: 2396.363525
	Iteration 23Q: 3 clusters Score -295857.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -295863.625000 Penalty: 2396.363525
	Iteration 24Q: 3 clusters Score -295863.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -295869.468750 Penalty: 2396.363525
	Iteration 25Q: 3 clusters Score -295869.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -295876.000000 Penalty: 2396.363525
	Iteration 26Q: 3 clusters Score -295876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -295878.906250 Penalty: 2396.363525
	Iteration 27Q: 3 clusters Score -295878.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -295882.093750 Penalty: 2396.363525
	Iteration 28Q: 3 clusters Score -295882.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -295884.000000 Penalty: 2396.363525
	Iteration 29Q: 3 clusters Score -295884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -295885.312500 Penalty: 2396.363525
	Iteration 30Q: 3 clusters Score -295885.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -295886.625000 Penalty: 2396.363525
	Iteration 31Q: 3 clusters Score -295886.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -295886.593750 Penalty: 2396.363525
	Iteration 32Q: 3 clusters Score -295886.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -295888.375000 Penalty: 2396.363525
	Iteration 33Q: 3 clusters Score -295888.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -295888.843750 Penalty: 2396.363525
	Iteration 34Q: 3 clusters Score -295888.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -295888.843750 Penalty: 2396.363525
	Iteration 35F: 3 clusters Score -295888.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (17714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Entering Unmasked Estep 
Score: -1861015.625000 Penalty: 1455.578003
	Iteration 0F: 2 clusters Score -1861016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1849346.125000 Penalty: 2911.156006
	Iteration 0F: 3 clusters Score -1849346 nChanged 7766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1853682.500000 Penalty: 2911.156006
	Iteration 1F: 3 clusters Score -1853682 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1854114.750000 Penalty: 2911.156006
	Iteration 2F: 3 clusters Score -1854115 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1854466.125000 Penalty: 2911.156006
	Iteration 3Q: 3 clusters Score -1854466 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1854796.000000 Penalty: 2911.156006
	Iteration 4Q: 3 clusters Score -1854796 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1855077.750000 Penalty: 2911.156006
	Iteration 5Q: 3 clusters Score -1855078 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1855348.375000 Penalty: 2911.156006
	Iteration 6Q: 3 clusters Score -1855348 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1855630.625000 Penalty: 2911.156006
	Iteration 7Q: 3 clusters Score -1855631 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1855944.750000 Penalty: 2911.156006
	Iteration 8Q: 3 clusters Score -1855945 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1856299.750000 Penalty: 2911.156006
	Iteration 9Q: 3 clusters Score -1856300 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1856714.875000 Penalty: 2911.156006
	Iteration 10Q: 3 clusters Score -1856715 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1857104.125000 Penalty: 2911.156006
	Iteration 11Q: 3 clusters Score -1857104 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1857481.375000 Penalty: 2911.156006
	Iteration 12Q: 3 clusters Score -1857481 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1857842.500000 Penalty: 2911.156006
	Iteration 13Q: 3 clusters Score -1857842 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1858203.750000 Penalty: 2911.156006
	Iteration 14Q: 3 clusters Score -1858204 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1858491.875000 Penalty: 2911.156006
	Iteration 15Q: 3 clusters Score -1858492 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1858738.625000 Penalty: 2911.156006
	Iteration 16Q: 3 clusters Score -1858739 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1858952.875000 Penalty: 2911.156006
	Iteration 17Q: 3 clusters Score -1858953 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1859097.375000 Penalty: 2911.156006
	Iteration 18Q: 3 clusters Score -1859097 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1859245.250000 Penalty: 2911.156006
	Iteration 19Q: 3 clusters Score -1859245 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1859376.250000 Penalty: 2911.156006
	Iteration 20F: 3 clusters Score -1859376 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1859477.750000 Penalty: 2911.156006
	Iteration 21Q: 3 clusters Score -1859478 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1859556.625000 Penalty: 2911.156006
	Iteration 22Q: 3 clusters Score -1859557 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1859618.625000 Penalty: 2911.156006
	Iteration 23Q: 3 clusters Score -1859619 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1859660.625000 Penalty: 2911.156006
	Iteration 24Q: 3 clusters Score -1859661 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1859706.875000 Penalty: 2911.156006
	Iteration 25Q: 3 clusters Score -1859707 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1859735.750000 Penalty: 2911.156006
	Iteration 26Q: 3 clusters Score -1859736 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1859755.750000 Penalty: 2911.156006
	Iteration 27Q: 3 clusters Score -1859756 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1859776.875000 Penalty: 2911.156006
	Iteration 28Q: 3 clusters Score -1859777 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1859783.250000 Penalty: 2911.156006
	Iteration 29Q: 3 clusters Score -1859783 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1859793.125000 Penalty: 2911.156006
	Iteration 30Q: 3 clusters Score -1859793 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1859801.000000 Penalty: 2911.156006
	Iteration 31Q: 3 clusters Score -1859801 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1859803.250000 Penalty: 2911.156006
	Iteration 32Q: 3 clusters Score -1859803 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1859804.750000 Penalty: 2911.156006
	Iteration 33Q: 3 clusters Score -1859805 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1859810.250000 Penalty: 2911.156006
	Iteration 34Q: 3 clusters Score -1859810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1859816.000000 Penalty: 2911.156006
	Iteration 35Q: 3 clusters Score -1859816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1859828.250000 Penalty: 2911.156006
	Iteration 36Q: 3 clusters Score -1859828 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1859844.125000 Penalty: 2911.156006
	Iteration 37Q: 3 clusters Score -1859844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1859851.125000 Penalty: 2911.156006
	Iteration 38Q: 3 clusters Score -1859851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1859854.000000 Penalty: 2911.156006
	Iteration 39Q: 3 clusters Score -1859854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1859859.750000 Penalty: 2911.156006
	Iteration 40F: 3 clusters Score -1859860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1859863.500000 Penalty: 2911.156006
	Iteration 41Q: 3 clusters Score -1859864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1859873.875000 Penalty: 2911.156006
	Iteration 42Q: 3 clusters Score -1859874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1859874.875000 Penalty: 2911.156006
	Iteration 43Q: 3 clusters Score -1859875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1859877.125000 Penalty: 2911.156006
	Iteration 44Q: 3 clusters Score -1859877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1859879.125000 Penalty: 2911.156006
	Iteration 45Q: 3 clusters Score -1859879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1859878.875000 Penalty: 2911.156006
	Iteration 46Q: 3 clusters Score -1859879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1859880.375000 Penalty: 2911.156006
	Iteration 47Q: 3 clusters Score -1859880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1859879.625000 Penalty: 2911.156006
	Iteration 48Q: 3 clusters Score -1859880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1859879.625000 Penalty: 2911.156006
	Iteration 49F: 3 clusters Score -1859880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Entering Unmasked Estep 
Score: -1618752.750000 Penalty: 1441.869873
	Iteration 0F: 2 clusters Score -1618753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1608056.125000 Penalty: 2883.739746
	Iteration 0F: 3 clusters Score -1608056 nChanged 6947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1611830.250000 Penalty: 2883.739746
	Iteration 1F: 3 clusters Score -1611830 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1612329.375000 Penalty: 2883.739746
	Iteration 2F: 3 clusters Score -1612329 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1612874.625000 Penalty: 2883.739746
	Iteration 3F: 3 clusters Score -1612875 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1613435.875000 Penalty: 2883.739746
	Iteration 4F: 3 clusters Score -1613436 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1613893.750000 Penalty: 2883.739746
	Iteration 5F: 3 clusters Score -1613894 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1614270.750000 Penalty: 2883.739746
	Iteration 6Q: 3 clusters Score -1614271 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1614626.125000 Penalty: 2883.739746
	Iteration 7Q: 3 clusters Score -1614626 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1614990.875000 Penalty: 2883.739746
	Iteration 8Q: 3 clusters Score -1614991 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1615373.750000 Penalty: 2883.739746
	Iteration 9Q: 3 clusters Score -1615374 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1615728.375000 Penalty: 2883.739746
	Iteration 10Q: 3 clusters Score -1615728 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1616081.750000 Penalty: 2883.739746
	Iteration 11Q: 3 clusters Score -1616082 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1616408.625000 Penalty: 2883.739746
	Iteration 12Q: 3 clusters Score -1616409 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1616719.875000 Penalty: 2883.739746
	Iteration 13Q: 3 clusters Score -1616720 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1617014.250000 Penalty: 2883.739746
	Iteration 14Q: 3 clusters Score -1617014 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1617268.875000 Penalty: 2883.739746
	Iteration 15Q: 3 clusters Score -1617269 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1617438.750000 Penalty: 2883.739746
	Iteration 16Q: 3 clusters Score -1617439 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1617562.375000 Penalty: 2883.739746
	Iteration 17Q: 3 clusters Score -1617562 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1617657.000000 Penalty: 2883.739746
	Iteration 18Q: 3 clusters Score -1617657 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1617720.875000 Penalty: 2883.739746
	Iteration 19Q: 3 clusters Score -1617721 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1617767.750000 Penalty: 2883.739746
	Iteration 20F: 3 clusters Score -1617768 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1617801.000000 Penalty: 2883.739746
	Iteration 21Q: 3 clusters Score -1617801 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1617838.000000 Penalty: 2883.739746
	Iteration 22Q: 3 clusters Score -1617838 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -1617878.750000 Penalty: 2883.739746
	Iteration 23Q: 3 clusters Score -1617879 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1617909.000000 Penalty: 2883.739746
	Iteration 24Q: 3 clusters Score -1617909 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -1617944.375000 Penalty: 2883.739746
	Iteration 25Q: 3 clusters Score -1617944 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -1617968.875000 Penalty: 2883.739746
	Iteration 26Q: 3 clusters Score -1617969 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1617988.125000 Penalty: 2883.739746
	Iteration 27Q: 3 clusters Score -1617988 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -1618005.250000 Penalty: 2883.739746
	Iteration 28Q: 3 clusters Score -1618005 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -1618023.250000 Penalty: 2883.739746
	Iteration 29Q: 3 clusters Score -1618023 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -1618038.375000 Penalty: 2883.739746
	Iteration 30Q: 3 clusters Score -1618038 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -1618050.125000 Penalty: 2883.739746
	Iteration 31Q: 3 clusters Score -1618050 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -1618062.875000 Penalty: 2883.739746
	Iteration 32Q: 3 clusters Score -1618063 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -1618070.375000 Penalty: 2883.739746
	Iteration 33Q: 3 clusters Score -1618070 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -1618075.875000 Penalty: 2883.739746
	Iteration 34Q: 3 clusters Score -1618076 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -1618082.625000 Penalty: 2883.739746
	Iteration 35Q: 3 clusters Score -1618083 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -1618089.500000 Penalty: 2883.739746
	Iteration 36Q: 3 clusters Score -1618090 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -1618093.375000 Penalty: 2883.739746
	Iteration 37Q: 3 clusters Score -1618093 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -1618096.875000 Penalty: 2883.739746
	Iteration 38Q: 3 clusters Score -1618097 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -1618098.250000 Penalty: 2883.739746
	Iteration 39Q: 3 clusters Score -1618098 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -1618102.375000 Penalty: 2883.739746
	Iteration 40F: 3 clusters Score -1618102 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -1618105.750000 Penalty: 2883.739746
	Iteration 41Q: 3 clusters Score -1618106 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -1618107.750000 Penalty: 2883.739746
	Iteration 42Q: 3 clusters Score -1618108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -1618111.500000 Penalty: 2883.739746
	Iteration 43Q: 3 clusters Score -1618112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -1618113.125000 Penalty: 2883.739746
	Iteration 44Q: 3 clusters Score -1618113 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -1618110.500000 Penalty: 2883.739746
	Iteration 45Q: 3 clusters Score -1618110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -1618109.875000 Penalty: 2883.739746
	Iteration 46Q: 3 clusters Score -1618110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -1618111.750000 Penalty: 2883.739746
	Iteration 47Q: 3 clusters Score -1618112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -1618115.500000 Penalty: 2883.739746
	Iteration 48Q: 3 clusters Score -1618116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -1618117.500000 Penalty: 2883.739746
	Iteration 49Q: 3 clusters Score -1618118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -1618119.125000 Penalty: 2883.739746
	Iteration 50Q: 3 clusters Score -1618119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1618123.625000 Penalty: 2883.739746
	Iteration 51Q: 3 clusters Score -1618124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -1618119.125000 Penalty: 2883.739746
	Iteration 52Q: 3 clusters Score -1618119 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -1618119.250000 Penalty: 2883.739746
	Iteration 53Q: 3 clusters Score -1618119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -1618123.750000 Penalty: 2883.739746
	Iteration 54Q: 3 clusters Score -1618124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -1618123.875000 Penalty: 2883.739746
	Iteration 55Q: 3 clusters Score -1618124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -1618128.250000 Penalty: 2883.739746
	Iteration 56Q: 3 clusters Score -1618128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -1618130.125000 Penalty: 2883.739746
	Iteration 57Q: 3 clusters Score -1618130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -1618134.375000 Penalty: 2883.739746
	Iteration 58Q: 3 clusters Score -1618134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -1618133.250000 Penalty: 2883.739746
	Iteration 59Q: 3 clusters Score -1618133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -1618132.000000 Penalty: 2883.739746
	Iteration 60F: 3 clusters Score -1618132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -1618133.500000 Penalty: 2883.739746
	Iteration 61Q: 3 clusters Score -1618134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -1618135.500000 Penalty: 2883.739746
	Iteration 62Q: 3 clusters Score -1618136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -1618135.000000 Penalty: 2883.739746
	Iteration 63Q: 3 clusters Score -1618135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -1618134.875000 Penalty: 2883.739746
	Iteration 64Q: 3 clusters Score -1618135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -1618135.000000 Penalty: 2883.739746
	Iteration 65Q: 3 clusters Score -1618135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -1618134.375000 Penalty: 2883.739746
	Iteration 66Q: 3 clusters Score -1618134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -1618133.750000 Penalty: 2883.739746
	Iteration 67Q: 3 clusters Score -1618134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -1618133.875000 Penalty: 2883.739746
	Iteration 68Q: 3 clusters Score -1618134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1618136.375000 Penalty: 2883.739746
	Iteration 69Q: 3 clusters Score -1618136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -1618135.250000 Penalty: 2883.739746
	Iteration 70Q: 3 clusters Score -1618135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -1618138.500000 Penalty: 2883.739746
	Iteration 71Q: 3 clusters Score -1618138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -1618139.125000 Penalty: 2883.739746
	Iteration 72Q: 3 clusters Score -1618139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -1618142.125000 Penalty: 2883.739746
	Iteration 73Q: 3 clusters Score -1618142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -1618143.750000 Penalty: 2883.739746
	Iteration 74Q: 3 clusters Score -1618144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -1618141.750000 Penalty: 2883.739746
	Iteration 75Q: 3 clusters Score -1618142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -1618142.000000 Penalty: 2883.739746
	Iteration 76Q: 3 clusters Score -1618142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -1618142.000000 Penalty: 2883.739746
	Iteration 77Q: 3 clusters Score -1618142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -1618147.500000 Penalty: 2883.739746
	Iteration 78Q: 3 clusters Score -1618148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1618146.750000 Penalty: 2883.739746
	Iteration 79Q: 3 clusters Score -1618147 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -1618150.625000 Penalty: 2883.739746
	Iteration 80F: 3 clusters Score -1618151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -1618153.000000 Penalty: 2883.739746
	Iteration 81Q: 3 clusters Score -1618153 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -1618153.750000 Penalty: 2883.739746
	Iteration 82Q: 3 clusters Score -1618154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -1618155.500000 Penalty: 2883.739746
	Iteration 83Q: 3 clusters Score -1618156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -1618153.500000 Penalty: 2883.739746
	Iteration 84Q: 3 clusters Score -1618154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -1618155.875000 Penalty: 2883.739746
	Iteration 85Q: 3 clusters Score -1618156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -1618159.375000 Penalty: 2883.739746
	Iteration 86Q: 3 clusters Score -1618159 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -1618159.250000 Penalty: 2883.739746
	Iteration 87Q: 3 clusters Score -1618159 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -1618161.625000 Penalty: 2883.739746
	Iteration 88Q: 3 clusters Score -1618162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -1618163.375000 Penalty: 2883.739746
	Iteration 89Q: 3 clusters Score -1618163 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -1618166.625000 Penalty: 2883.739746
	Iteration 90Q: 3 clusters Score -1618167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -1618167.625000 Penalty: 2883.739746
	Iteration 91Q: 3 clusters Score -1618168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -1618167.125000 Penalty: 2883.739746
	Iteration 92Q: 3 clusters Score -1618167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -1618167.250000 Penalty: 2883.739746
	Iteration 93Q: 3 clusters Score -1618167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -1618168.750000 Penalty: 2883.739746
	Iteration 94Q: 3 clusters Score -1618169 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -1618170.875000 Penalty: 2883.739746
	Iteration 95Q: 3 clusters Score -1618171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -1618173.500000 Penalty: 2883.739746
	Iteration 96Q: 3 clusters Score -1618174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -1618171.500000 Penalty: 2883.739746
	Iteration 97Q: 3 clusters Score -1618172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -1618174.250000 Penalty: 2883.739746
	Iteration 98Q: 3 clusters Score -1618174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -1618178.875000 Penalty: 2883.739746
	Iteration 99Q: 3 clusters Score -1618179 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -1618179.500000 Penalty: 2883.739746
	Iteration 100F: 3 clusters Score -1618180 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -1618183.625000 Penalty: 2883.739746
	Iteration 101Q: 3 clusters Score -1618184 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -1618187.000000 Penalty: 2883.739746
	Iteration 102Q: 3 clusters Score -1618187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -1618186.250000 Penalty: 2883.739746
	Iteration 103Q: 3 clusters Score -1618186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -1618185.000000 Penalty: 2883.739746
	Iteration 104Q: 3 clusters Score -1618185 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -1618189.250000 Penalty: 2883.739746
	Iteration 105Q: 3 clusters Score -1618189 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -1618194.250000 Penalty: 2883.739746
	Iteration 106Q: 3 clusters Score -1618194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -1618200.250000 Penalty: 2883.739746
	Iteration 107Q: 3 clusters Score -1618200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -1618204.000000 Penalty: 2883.739746
	Iteration 108Q: 3 clusters Score -1618204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -1618204.375000 Penalty: 2883.739746
	Iteration 109Q: 3 clusters Score -1618204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -1618201.375000 Penalty: 2883.739746
	Iteration 110Q: 3 clusters Score -1618201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -1618204.125000 Penalty: 2883.739746
	Iteration 111Q: 3 clusters Score -1618204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -1618201.625000 Penalty: 2883.739746
	Iteration 112Q: 3 clusters Score -1618202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -1618202.250000 Penalty: 2883.739746
	Iteration 113Q: 3 clusters Score -1618202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -1618205.000000 Penalty: 2883.739746
	Iteration 114Q: 3 clusters Score -1618205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -1618203.875000 Penalty: 2883.739746
	Iteration 115Q: 3 clusters Score -1618204 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -1618207.000000 Penalty: 2883.739746
	Iteration 116Q: 3 clusters Score -1618207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -1618203.625000 Penalty: 2883.739746
	Iteration 117Q: 3 clusters Score -1618204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -1618203.000000 Penalty: 2883.739746
	Iteration 118Q: 3 clusters Score -1618203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -1618203.250000 Penalty: 2883.739746
	Iteration 119Q: 3 clusters Score -1618203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -1618203.250000 Penalty: 2883.739746
	Iteration 120F: 3 clusters Score -1618203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Entering Unmasked Estep 
Score: -1077837.250000 Penalty: 1379.547607
	Iteration 0F: 2 clusters Score -1077837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1070640.500000 Penalty: 2759.095215
	Iteration 0F: 3 clusters Score -1070640 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1073077.750000 Penalty: 2759.095215
	Iteration 1F: 3 clusters Score -1073078 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1073401.500000 Penalty: 2759.095215
	Iteration 2F: 3 clusters Score -1073402 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1073624.375000 Penalty: 2759.095215
	Iteration 3F: 3 clusters Score -1073624 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1073787.000000 Penalty: 2759.095215
	Iteration 4Q: 3 clusters Score -1073787 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1073898.500000 Penalty: 2759.095215
	Iteration 5Q: 3 clusters Score -1073898 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1073978.125000 Penalty: 2759.095215
	Iteration 6Q: 3 clusters Score -1073978 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1074049.500000 Penalty: 2759.095215
	Iteration 7Q: 3 clusters Score -1074050 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1074110.375000 Penalty: 2759.095215
	Iteration 8Q: 3 clusters Score -1074110 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1074158.125000 Penalty: 2759.095215
	Iteration 9Q: 3 clusters Score -1074158 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1074204.125000 Penalty: 2759.095215
	Iteration 10Q: 3 clusters Score -1074204 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1074256.375000 Penalty: 2759.095215
	Iteration 11Q: 3 clusters Score -1074256 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1074307.375000 Penalty: 2759.095215
	Iteration 12Q: 3 clusters Score -1074307 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1074358.875000 Penalty: 2759.095215
	Iteration 13Q: 3 clusters Score -1074359 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1074406.125000 Penalty: 2759.095215
	Iteration 14Q: 3 clusters Score -1074406 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1074451.250000 Penalty: 2759.095215
	Iteration 15Q: 3 clusters Score -1074451 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1074507.250000 Penalty: 2759.095215
	Iteration 16Q: 3 clusters Score -1074507 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1074566.500000 Penalty: 2759.095215
	Iteration 17Q: 3 clusters Score -1074566 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1074631.250000 Penalty: 2759.095215
	Iteration 18Q: 3 clusters Score -1074631 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1074719.000000 Penalty: 2759.095215
	Iteration 19Q: 3 clusters Score -1074719 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1074845.875000 Penalty: 2759.095215
	Iteration 20F: 3 clusters Score -1074846 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1075004.000000 Penalty: 2759.095215
	Iteration 21Q: 3 clusters Score -1075004 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1075145.125000 Penalty: 2759.095215
	Iteration 22Q: 3 clusters Score -1075145 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1075304.750000 Penalty: 2759.095215
	Iteration 23Q: 3 clusters Score -1075305 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1075462.500000 Penalty: 2759.095215
	Iteration 24Q: 3 clusters Score -1075462 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1075607.625000 Penalty: 2759.095215
	Iteration 25Q: 3 clusters Score -1075608 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1075714.000000 Penalty: 2759.095215
	Iteration 26Q: 3 clusters Score -1075714 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1075812.500000 Penalty: 2759.095215
	Iteration 27Q: 3 clusters Score -1075812 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1075913.625000 Penalty: 2759.095215
	Iteration 28Q: 3 clusters Score -1075914 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1075993.125000 Penalty: 2759.095215
	Iteration 29Q: 3 clusters Score -1075993 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1076067.250000 Penalty: 2759.095215
	Iteration 30Q: 3 clusters Score -1076067 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1076133.375000 Penalty: 2759.095215
	Iteration 31Q: 3 clusters Score -1076133 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1076185.750000 Penalty: 2759.095215
	Iteration 32Q: 3 clusters Score -1076186 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1076232.000000 Penalty: 2759.095215
	Iteration 33Q: 3 clusters Score -1076232 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1076265.875000 Penalty: 2759.095215
	Iteration 34Q: 3 clusters Score -1076266 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1076295.875000 Penalty: 2759.095215
	Iteration 35Q: 3 clusters Score -1076296 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1076325.875000 Penalty: 2759.095215
	Iteration 36Q: 3 clusters Score -1076326 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1076357.750000 Penalty: 2759.095215
	Iteration 37Q: 3 clusters Score -1076358 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1076388.875000 Penalty: 2759.095215
	Iteration 38Q: 3 clusters Score -1076389 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1076418.250000 Penalty: 2759.095215
	Iteration 39Q: 3 clusters Score -1076418 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1076440.250000 Penalty: 2759.095215
	Iteration 40F: 3 clusters Score -1076440 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1076464.875000 Penalty: 2759.095215
	Iteration 41Q: 3 clusters Score -1076465 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1076483.625000 Penalty: 2759.095215
	Iteration 42Q: 3 clusters Score -1076484 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1076497.250000 Penalty: 2759.095215
	Iteration 43Q: 3 clusters Score -1076497 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1076514.000000 Penalty: 2759.095215
	Iteration 44Q: 3 clusters Score -1076514 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1076531.250000 Penalty: 2759.095215
	Iteration 45Q: 3 clusters Score -1076531 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1076543.375000 Penalty: 2759.095215
	Iteration 46Q: 3 clusters Score -1076543 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1076552.250000 Penalty: 2759.095215
	Iteration 47Q: 3 clusters Score -1076552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1076559.375000 Penalty: 2759.095215
	Iteration 48Q: 3 clusters Score -1076559 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1076574.125000 Penalty: 2759.095215
	Iteration 49Q: 3 clusters Score -1076574 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1076592.625000 Penalty: 2759.095215
	Iteration 50Q: 3 clusters Score -1076593 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1076603.500000 Penalty: 2759.095215
	Iteration 51Q: 3 clusters Score -1076604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1076610.375000 Penalty: 2759.095215
	Iteration 52Q: 3 clusters Score -1076610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1076618.250000 Penalty: 2759.095215
	Iteration 53Q: 3 clusters Score -1076618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1076622.250000 Penalty: 2759.095215
	Iteration 54Q: 3 clusters Score -1076622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1076627.500000 Penalty: 2759.095215
	Iteration 55Q: 3 clusters Score -1076628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1076633.125000 Penalty: 2759.095215
	Iteration 56Q: 3 clusters Score -1076633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1076634.250000 Penalty: 2759.095215
	Iteration 57Q: 3 clusters Score -1076634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1076636.250000 Penalty: 2759.095215
	Iteration 58Q: 3 clusters Score -1076636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1076636.875000 Penalty: 2759.095215
	Iteration 59Q: 3 clusters Score -1076637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1076637.250000 Penalty: 2759.095215
	Iteration 60F: 3 clusters Score -1076637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1076638.500000 Penalty: 2759.095215
	Iteration 61Q: 3 clusters Score -1076638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1076642.625000 Penalty: 2759.095215
	Iteration 62Q: 3 clusters Score -1076643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1076643.750000 Penalty: 2759.095215
	Iteration 63Q: 3 clusters Score -1076644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1076645.000000 Penalty: 2759.095215
	Iteration 64Q: 3 clusters Score -1076645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1076649.875000 Penalty: 2759.095215
	Iteration 65Q: 3 clusters Score -1076650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1076654.000000 Penalty: 2759.095215
	Iteration 66Q: 3 clusters Score -1076654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1076660.375000 Penalty: 2759.095215
	Iteration 67Q: 3 clusters Score -1076660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1076663.750000 Penalty: 2759.095215
	Iteration 68Q: 3 clusters Score -1076664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1076664.500000 Penalty: 2759.095215
	Iteration 69Q: 3 clusters Score -1076664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1076667.875000 Penalty: 2759.095215
	Iteration 70Q: 3 clusters Score -1076668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1076666.625000 Penalty: 2759.095215
	Iteration 71Q: 3 clusters Score -1076667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1076666.875000 Penalty: 2759.095215
	Iteration 72Q: 3 clusters Score -1076667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1076666.875000 Penalty: 2759.095215
	Iteration 73F: 3 clusters Score -1076667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (20751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Entering Unmasked Estep 
Score: -2151788.000000 Penalty: 1479.124023
	Iteration 0F: 2 clusters Score -2151788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -2138226.250000 Penalty: 2958.248047
	Iteration 0F: 3 clusters Score -2138226 nChanged 9123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -2143248.750000 Penalty: 2958.248047
	Iteration 1F: 3 clusters Score -2143249 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -2143876.750000 Penalty: 2958.248047
	Iteration 2F: 3 clusters Score -2143877 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -2144523.000000 Penalty: 2958.248047
	Iteration 3F: 3 clusters Score -2144523 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -2145268.750000 Penalty: 2958.248047
	Iteration 4F: 3 clusters Score -2145269 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -2146029.500000 Penalty: 2958.248047
	Iteration 5F: 3 clusters Score -2146030 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -2146749.000000 Penalty: 2958.248047
	Iteration 6F: 3 clusters Score -2146749 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -2147407.250000 Penalty: 2958.248047
	Iteration 7F: 3 clusters Score -2147407 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -2148000.000000 Penalty: 2958.248047
	Iteration 8Q: 3 clusters Score -2148000 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -2148533.750000 Penalty: 2958.248047
	Iteration 9Q: 3 clusters Score -2148534 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -2149182.500000 Penalty: 2958.248047
	Iteration 10Q: 3 clusters Score -2149182 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -2150141.000000 Penalty: 2958.248047
	Iteration 11Q: 3 clusters Score -2150141 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -2151603.000000 Penalty: 2958.248047
	Iteration 12Q: 3 clusters Score -2151603 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -2154303.250000 Penalty: 2958.248047
	Iteration 13F: 3 clusters Score -2154303 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -2158631.750000 Penalty: 2958.248047
	Iteration 14F: 3 clusters Score -2158632 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -2162859.750000 Penalty: 2958.248047
	Iteration 15F: 3 clusters Score -2162860 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -2163948.500000 Penalty: 2958.248047
	Iteration 16Q: 3 clusters Score -2163948 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -2163985.500000 Penalty: 2958.248047
	Iteration 17Q: 3 clusters Score -2163986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -2163985.000000 Penalty: 2958.248047
	Iteration 18Q: 3 clusters Score -2163985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -2163988.750000 Penalty: 2958.248047
	Iteration 19Q: 3 clusters Score -2163989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -2163988.750000 Penalty: 2958.248047
	Iteration 20F: 3 clusters Score -2163989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 47046 members 
Mstep: Class 2 contains 11850 members 
Mstep: Class 3 contains 5015 members 
Mstep: Class 4 contains 11680 members 
Mstep: Class 5 contains 6769 members 
Mstep: Class 6 contains 21354 members 
Mstep: Class 7 contains 13924 members 
Mstep: Class 8 contains 8683 members 
Mstep: Class 9 contains 2907 members 
Mstep: Class 10 contains 10858 members 
Mstep: Class 11 contains 16315 members 
Mstep: Class 12 contains 6458 members 
Mstep: Class 13 contains 44212 members 
Mstep: Class 14 contains 56609 members 
Mstep: Class 15 contains 3962 members 
Mstep: Class 16 contains 5810 members 
Mstep: Class 17 contains 39095 members 
Mstep: Class 18 contains 144 members 
Mstep: Class 19 contains 55517 members 
Mstep: Class 20 contains 4893 members 
Mstep: Class 21 contains 15144 members 
Mstep: Class 22 contains 3058 members 
Mstep: Class 23 contains 7195 members 
Mstep: Class 24 contains 16813 members 
Mstep: Class 25 contains 3141 members 
Mstep: Class 26 contains 17714 members 
Mstep: Class 27 contains 16155 members 
Mstep: Class 28 contains 10627 members 
Mstep: Class 29 contains 10065 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 6442 members 
Mstep: Class 32 contains 11529 members 
Mstep: Class 33 contains 2519 members 
Mstep: Class 34 contains 9403 members 
Mstep: Class 35 contains 11312 members 
Mstep: Class 36 contains 17699 members 
Mstep: Class 37 contains 37776 members 
Mstep: Class 38 contains 5314 members 
Mstep: Class 39 contains 925 members 
Mstep: Class 40 contains 93938 members 
Mstep: Class 41 contains 34861 members 
Mstep: Class 42 contains 5451 members 
Mstep: Class 43 contains 35853 members 
Mstep: Class 44 contains 2123 members 
Mstep: Class 45 contains 790 members 
Mstep: Class 46 contains 4460 members 
Mstep: Class 47 contains 14447 members 
Mstep: Class 48 contains 527 members 
Mstep: Class 49 contains 2068 members 
Mstep: Class 50 contains 110937 members 
Mstep: Class 51 contains 10686 members 
Entering Unmasked Estep 
Score: -88118864.000000 Penalty: 104041.984375
Splitting cluster 29 changes total score from -88105120.000000 to -88118864.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 30 (7697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Entering Unmasked Estep 
Score: -803032.375000 Penalty: 1331.549561
	Iteration 0F: 2 clusters Score -803032.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -797712.437500 Penalty: 2663.099121
	Iteration 0F: 3 clusters Score -797712.4 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -799413.437500 Penalty: 2663.099121
	Iteration 1F: 3 clusters Score -799413.4 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -799779.625000 Penalty: 2663.099121
	Iteration 2F: 3 clusters Score -799779.6 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -800074.125000 Penalty: 2663.099121
	Iteration 3F: 3 clusters Score -800074.1 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -800268.875000 Penalty: 2663.099121
	Iteration 4F: 3 clusters Score -800268.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -800415.437500 Penalty: 2663.099121
	Iteration 5Q: 3 clusters Score -800415.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -800536.312500 Penalty: 2663.099121
	Iteration 6Q: 3 clusters Score -800536.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -800638.687500 Penalty: 2663.099121
	Iteration 7Q: 3 clusters Score -800638.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -800751.937500 Penalty: 2663.099121
	Iteration 8Q: 3 clusters Score -800751.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -800866.187500 Penalty: 2663.099121
	Iteration 9Q: 3 clusters Score -800866.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -800979.000000 Penalty: 2663.099121
	Iteration 10Q: 3 clusters Score -800979 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -801103.062500 Penalty: 2663.099121
	Iteration 11Q: 3 clusters Score -801103.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -801204.312500 Penalty: 2663.099121
	Iteration 12Q: 3 clusters Score -801204.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -801299.437500 Penalty: 2663.099121
	Iteration 13Q: 3 clusters Score -801299.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -801416.312500 Penalty: 2663.099121
	Iteration 14Q: 3 clusters Score -801416.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -801531.500000 Penalty: 2663.099121
	Iteration 15Q: 3 clusters Score -801531.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -801658.937500 Penalty: 2663.099121
	Iteration 16Q: 3 clusters Score -801658.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -801779.812500 Penalty: 2663.099121
	Iteration 17Q: 3 clusters Score -801779.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -801879.812500 Penalty: 2663.099121
	Iteration 18Q: 3 clusters Score -801879.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -801964.125000 Penalty: 2663.099121
	Iteration 19Q: 3 clusters Score -801964.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -802035.375000 Penalty: 2663.099121
	Iteration 20F: 3 clusters Score -802035.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -802091.375000 Penalty: 2663.099121
	Iteration 21Q: 3 clusters Score -802091.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -802135.312500 Penalty: 2663.099121
	Iteration 22Q: 3 clusters Score -802135.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -802177.937500 Penalty: 2663.099121
	Iteration 23Q: 3 clusters Score -802177.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -802211.875000 Penalty: 2663.099121
	Iteration 24Q: 3 clusters Score -802211.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -802232.062500 Penalty: 2663.099121
	Iteration 25Q: 3 clusters Score -802232.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -802248.687500 Penalty: 2663.099121
	Iteration 26Q: 3 clusters Score -802248.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -802264.000000 Penalty: 2663.099121
	Iteration 27Q: 3 clusters Score -802264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -802269.062500 Penalty: 2663.099121
	Iteration 28Q: 3 clusters Score -802269.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -802279.500000 Penalty: 2663.099121
	Iteration 29Q: 3 clusters Score -802279.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -802286.500000 Penalty: 2663.099121
	Iteration 30Q: 3 clusters Score -802286.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -802293.937500 Penalty: 2663.099121
	Iteration 31Q: 3 clusters Score -802293.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -802302.500000 Penalty: 2663.099121
	Iteration 32Q: 3 clusters Score -802302.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -802310.437500 Penalty: 2663.099121
	Iteration 33Q: 3 clusters Score -802310.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -802319.312500 Penalty: 2663.099121
	Iteration 34Q: 3 clusters Score -802319.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -802324.000000 Penalty: 2663.099121
	Iteration 35Q: 3 clusters Score -802324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -802331.250000 Penalty: 2663.099121
	Iteration 36Q: 3 clusters Score -802331.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -802343.625000 Penalty: 2663.099121
	Iteration 37Q: 3 clusters Score -802343.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -802349.437500 Penalty: 2663.099121
	Iteration 38Q: 3 clusters Score -802349.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -802354.875000 Penalty: 2663.099121
	Iteration 39Q: 3 clusters Score -802354.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -802356.125000 Penalty: 2663.099121
	Iteration 40F: 3 clusters Score -802356.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -802357.125000 Penalty: 2663.099121
	Iteration 41Q: 3 clusters Score -802357.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -802357.125000 Penalty: 2663.099121
	Iteration 42F: 3 clusters Score -802357.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Entering Unmasked Estep 
Score: -674632.812500 Penalty: 1305.064453
	Iteration 0F: 2 clusters Score -674632.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -670035.687500 Penalty: 2610.128906
	Iteration 0F: 3 clusters Score -670035.7 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -671502.437500 Penalty: 2610.128906
	Iteration 1F: 3 clusters Score -671502.4 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -671825.000000 Penalty: 2610.128906
	Iteration 2F: 3 clusters Score -671825 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -672070.875000 Penalty: 2610.128906
	Iteration 3F: 3 clusters Score -672070.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -672267.312500 Penalty: 2610.128906
	Iteration 4Q: 3 clusters Score -672267.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -672449.625000 Penalty: 2610.128906
	Iteration 5Q: 3 clusters Score -672449.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -672603.437500 Penalty: 2610.128906
	Iteration 6Q: 3 clusters Score -672603.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -672752.875000 Penalty: 2610.128906
	Iteration 7Q: 3 clusters Score -672752.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -672879.562500 Penalty: 2610.128906
	Iteration 8Q: 3 clusters Score -672879.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -672979.125000 Penalty: 2610.128906
	Iteration 9Q: 3 clusters Score -672979.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -673072.625000 Penalty: 2610.128906
	Iteration 10Q: 3 clusters Score -673072.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -673128.875000 Penalty: 2610.128906
	Iteration 11Q: 3 clusters Score -673128.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -673170.937500 Penalty: 2610.128906
	Iteration 12Q: 3 clusters Score -673170.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -673199.625000 Penalty: 2610.128906
	Iteration 13Q: 3 clusters Score -673199.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -673228.437500 Penalty: 2610.128906
	Iteration 14Q: 3 clusters Score -673228.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -673254.125000 Penalty: 2610.128906
	Iteration 15Q: 3 clusters Score -673254.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -673277.562500 Penalty: 2610.128906
	Iteration 16Q: 3 clusters Score -673277.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -673289.750000 Penalty: 2610.128906
	Iteration 17Q: 3 clusters Score -673289.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -673300.062500 Penalty: 2610.128906
	Iteration 18Q: 3 clusters Score -673300.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -673305.125000 Penalty: 2610.128906
	Iteration 19Q: 3 clusters Score -673305.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -673311.187500 Penalty: 2610.128906
	Iteration 20F: 3 clusters Score -673311.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -673319.750000 Penalty: 2610.128906
	Iteration 21Q: 3 clusters Score -673319.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -673324.312500 Penalty: 2610.128906
	Iteration 22Q: 3 clusters Score -673324.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -673330.687500 Penalty: 2610.128906
	Iteration 23Q: 3 clusters Score -673330.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -673340.812500 Penalty: 2610.128906
	Iteration 24Q: 3 clusters Score -673340.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -673352.187500 Penalty: 2610.128906
	Iteration 25Q: 3 clusters Score -673352.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -673360.687500 Penalty: 2610.128906
	Iteration 26Q: 3 clusters Score -673360.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -673367.500000 Penalty: 2610.128906
	Iteration 27Q: 3 clusters Score -673367.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -673375.312500 Penalty: 2610.128906
	Iteration 28Q: 3 clusters Score -673375.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -673380.562500 Penalty: 2610.128906
	Iteration 29Q: 3 clusters Score -673380.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -673390.000000 Penalty: 2610.128906
	Iteration 30Q: 3 clusters Score -673390 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -673398.250000 Penalty: 2610.128906
	Iteration 31Q: 3 clusters Score -673398.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -673404.187500 Penalty: 2610.128906
	Iteration 32Q: 3 clusters Score -673404.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -673410.437500 Penalty: 2610.128906
	Iteration 33Q: 3 clusters Score -673410.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -673414.187500 Penalty: 2610.128906
	Iteration 34Q: 3 clusters Score -673414.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -673421.687500 Penalty: 2610.128906
	Iteration 35Q: 3 clusters Score -673421.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -673427.937500 Penalty: 2610.128906
	Iteration 36Q: 3 clusters Score -673427.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -673432.687500 Penalty: 2610.128906
	Iteration 37Q: 3 clusters Score -673432.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -673437.687500 Penalty: 2610.128906
	Iteration 38Q: 3 clusters Score -673437.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -673444.187500 Penalty: 2610.128906
	Iteration 39Q: 3 clusters Score -673444.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -673451.562500 Penalty: 2610.128906
	Iteration 40F: 3 clusters Score -673451.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -673455.625000 Penalty: 2610.128906
	Iteration 41Q: 3 clusters Score -673455.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -673462.875000 Penalty: 2610.128906
	Iteration 42Q: 3 clusters Score -673462.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -673473.062500 Penalty: 2610.128906
	Iteration 43Q: 3 clusters Score -673473.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -673481.500000 Penalty: 2610.128906
	Iteration 44Q: 3 clusters Score -673481.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -673493.125000 Penalty: 2610.128906
	Iteration 45Q: 3 clusters Score -673493.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -673506.062500 Penalty: 2610.128906
	Iteration 46Q: 3 clusters Score -673506.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -673515.250000 Penalty: 2610.128906
	Iteration 47Q: 3 clusters Score -673515.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -673522.062500 Penalty: 2610.128906
	Iteration 48Q: 3 clusters Score -673522.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -673526.312500 Penalty: 2610.128906
	Iteration 49Q: 3 clusters Score -673526.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -673531.500000 Penalty: 2610.128906
	Iteration 50Q: 3 clusters Score -673531.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -673531.187500 Penalty: 2610.128906
	Iteration 51Q: 3 clusters Score -673531.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -673533.750000 Penalty: 2610.128906
	Iteration 52Q: 3 clusters Score -673533.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -673536.437500 Penalty: 2610.128906
	Iteration 53Q: 3 clusters Score -673536.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -673537.062500 Penalty: 2610.128906
	Iteration 54Q: 3 clusters Score -673537.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -673538.500000 Penalty: 2610.128906
	Iteration 55Q: 3 clusters Score -673538.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -673541.437500 Penalty: 2610.128906
	Iteration 56Q: 3 clusters Score -673541.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -673541.000000 Penalty: 2610.128906
	Iteration 57Q: 3 clusters Score -673541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -673541.000000 Penalty: 2610.128906
	Iteration 58F: 3 clusters Score -673541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Entering Unmasked Estep 
Score: -1211507.250000 Penalty: 1391.670044
	Iteration 0F: 2 clusters Score -1211507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1203812.750000 Penalty: 2783.340088
	Iteration 0F: 3 clusters Score -1203813 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1206293.250000 Penalty: 2783.340088
	Iteration 1F: 3 clusters Score -1206293 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1206601.250000 Penalty: 2783.340088
	Iteration 2F: 3 clusters Score -1206601 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1206826.500000 Penalty: 2783.340088
	Iteration 3F: 3 clusters Score -1206826 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1206974.375000 Penalty: 2783.340088
	Iteration 4Q: 3 clusters Score -1206974 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1207089.375000 Penalty: 2783.340088
	Iteration 5Q: 3 clusters Score -1207089 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1207197.000000 Penalty: 2783.340088
	Iteration 6Q: 3 clusters Score -1207197 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1207300.625000 Penalty: 2783.340088
	Iteration 7Q: 3 clusters Score -1207301 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1207398.000000 Penalty: 2783.340088
	Iteration 8Q: 3 clusters Score -1207398 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1207505.375000 Penalty: 2783.340088
	Iteration 9Q: 3 clusters Score -1207505 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1207617.875000 Penalty: 2783.340088
	Iteration 10Q: 3 clusters Score -1207618 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1207772.125000 Penalty: 2783.340088
	Iteration 11Q: 3 clusters Score -1207772 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1207953.625000 Penalty: 2783.340088
	Iteration 12Q: 3 clusters Score -1207954 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1208183.250000 Penalty: 2783.340088
	Iteration 13Q: 3 clusters Score -1208183 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1208440.750000 Penalty: 2783.340088
	Iteration 14Q: 3 clusters Score -1208441 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1208714.000000 Penalty: 2783.340088
	Iteration 15Q: 3 clusters Score -1208714 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1208952.125000 Penalty: 2783.340088
	Iteration 16Q: 3 clusters Score -1208952 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1209179.625000 Penalty: 2783.340088
	Iteration 17Q: 3 clusters Score -1209180 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1209383.625000 Penalty: 2783.340088
	Iteration 18Q: 3 clusters Score -1209384 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1209553.875000 Penalty: 2783.340088
	Iteration 19Q: 3 clusters Score -1209554 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1209673.750000 Penalty: 2783.340088
	Iteration 20F: 3 clusters Score -1209674 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1209770.125000 Penalty: 2783.340088
	Iteration 21Q: 3 clusters Score -1209770 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1209839.375000 Penalty: 2783.340088
	Iteration 22Q: 3 clusters Score -1209839 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1209899.875000 Penalty: 2783.340088
	Iteration 23Q: 3 clusters Score -1209900 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1209958.375000 Penalty: 2783.340088
	Iteration 24Q: 3 clusters Score -1209958 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1210019.375000 Penalty: 2783.340088
	Iteration 25Q: 3 clusters Score -1210019 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1210066.250000 Penalty: 2783.340088
	Iteration 26Q: 3 clusters Score -1210066 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1210112.625000 Penalty: 2783.340088
	Iteration 27Q: 3 clusters Score -1210113 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1210153.500000 Penalty: 2783.340088
	Iteration 28Q: 3 clusters Score -1210154 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1210185.125000 Penalty: 2783.340088
	Iteration 29Q: 3 clusters Score -1210185 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1210209.375000 Penalty: 2783.340088
	Iteration 30Q: 3 clusters Score -1210209 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1210235.125000 Penalty: 2783.340088
	Iteration 31Q: 3 clusters Score -1210235 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1210253.875000 Penalty: 2783.340088
	Iteration 32Q: 3 clusters Score -1210254 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1210277.500000 Penalty: 2783.340088
	Iteration 33Q: 3 clusters Score -1210278 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1210286.000000 Penalty: 2783.340088
	Iteration 34Q: 3 clusters Score -1210286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1210295.500000 Penalty: 2783.340088
	Iteration 35Q: 3 clusters Score -1210296 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1210305.375000 Penalty: 2783.340088
	Iteration 36Q: 3 clusters Score -1210305 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1210313.750000 Penalty: 2783.340088
	Iteration 37Q: 3 clusters Score -1210314 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1210319.625000 Penalty: 2783.340088
	Iteration 38Q: 3 clusters Score -1210320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1210327.125000 Penalty: 2783.340088
	Iteration 39Q: 3 clusters Score -1210327 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1210330.375000 Penalty: 2783.340088
	Iteration 40F: 3 clusters Score -1210330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1210334.125000 Penalty: 2783.340088
	Iteration 41Q: 3 clusters Score -1210334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1210336.125000 Penalty: 2783.340088
	Iteration 42Q: 3 clusters Score -1210336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1210343.125000 Penalty: 2783.340088
	Iteration 43Q: 3 clusters Score -1210343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1210347.750000 Penalty: 2783.340088
	Iteration 44Q: 3 clusters Score -1210348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1210352.875000 Penalty: 2783.340088
	Iteration 45Q: 3 clusters Score -1210353 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1210358.750000 Penalty: 2783.340088
	Iteration 46Q: 3 clusters Score -1210359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1210360.250000 Penalty: 2783.340088
	Iteration 47Q: 3 clusters Score -1210360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1210366.000000 Penalty: 2783.340088
	Iteration 48Q: 3 clusters Score -1210366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1210367.375000 Penalty: 2783.340088
	Iteration 49Q: 3 clusters Score -1210367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1210371.250000 Penalty: 2783.340088
	Iteration 50Q: 3 clusters Score -1210371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1210372.750000 Penalty: 2783.340088
	Iteration 51Q: 3 clusters Score -1210373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1210374.500000 Penalty: 2783.340088
	Iteration 52Q: 3 clusters Score -1210374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1210379.750000 Penalty: 2783.340088
	Iteration 53Q: 3 clusters Score -1210380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1210382.000000 Penalty: 2783.340088
	Iteration 54Q: 3 clusters Score -1210382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1210382.875000 Penalty: 2783.340088
	Iteration 55Q: 3 clusters Score -1210383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1210385.125000 Penalty: 2783.340088
	Iteration 56Q: 3 clusters Score -1210385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1210384.000000 Penalty: 2783.340088
	Iteration 57Q: 3 clusters Score -1210384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1210388.000000 Penalty: 2783.340088
	Iteration 58Q: 3 clusters Score -1210388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1210388.375000 Penalty: 2783.340088
	Iteration 59Q: 3 clusters Score -1210388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1210386.875000 Penalty: 2783.340088
	Iteration 60F: 3 clusters Score -1210387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Entering Unmasked Estep 
Score: -231222.421875 Penalty: 1165.344727
	Iteration 0F: 2 clusters Score -231222.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -229054.281250 Penalty: 2330.689453
	Iteration 0F: 3 clusters Score -229054.3 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -229628.781250 Penalty: 2330.689453
	Iteration 1F: 3 clusters Score -229628.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -229779.156250 Penalty: 2330.689453
	Iteration 2F: 3 clusters Score -229779.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -229881.000000 Penalty: 2330.689453
	Iteration 3Q: 3 clusters Score -229881 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -229955.562500 Penalty: 2330.689453
	Iteration 4Q: 3 clusters Score -229955.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -230018.578125 Penalty: 2330.689453
	Iteration 5Q: 3 clusters Score -230018.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -230061.250000 Penalty: 2330.689453
	Iteration 6Q: 3 clusters Score -230061.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -230102.328125 Penalty: 2330.689453
	Iteration 7Q: 3 clusters Score -230102.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -230131.546875 Penalty: 2330.689453
	Iteration 8Q: 3 clusters Score -230131.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -230158.562500 Penalty: 2330.689453
	Iteration 9Q: 3 clusters Score -230158.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -230178.953125 Penalty: 2330.689453
	Iteration 10Q: 3 clusters Score -230179 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -230198.437500 Penalty: 2330.689453
	Iteration 11Q: 3 clusters Score -230198.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -230212.531250 Penalty: 2330.689453
	Iteration 12Q: 3 clusters Score -230212.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -230221.015625 Penalty: 2330.689453
	Iteration 13Q: 3 clusters Score -230221 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -230231.687500 Penalty: 2330.689453
	Iteration 14Q: 3 clusters Score -230231.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -230237.218750 Penalty: 2330.689453
	Iteration 15Q: 3 clusters Score -230237.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -230240.781250 Penalty: 2330.689453
	Iteration 16Q: 3 clusters Score -230240.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -230242.921875 Penalty: 2330.689453
	Iteration 17Q: 3 clusters Score -230242.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -230245.890625 Penalty: 2330.689453
	Iteration 18Q: 3 clusters Score -230245.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -230247.265625 Penalty: 2330.689453
	Iteration 19Q: 3 clusters Score -230247.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -230247.843750 Penalty: 2330.689453
	Iteration 20F: 3 clusters Score -230247.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -230248.562500 Penalty: 2330.689453
	Iteration 21Q: 3 clusters Score -230248.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -230248.562500 Penalty: 2330.689453
	Iteration 22F: 3 clusters Score -230248.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (9403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Entering Unmasked Estep 
Score: -929148.187500 Penalty: 1361.338989
	Iteration 0F: 2 clusters Score -929148.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -922718.062500 Penalty: 2722.677979
	Iteration 0F: 3 clusters Score -922718.1 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -924980.562500 Penalty: 2722.677979
	Iteration 1F: 3 clusters Score -924980.6 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -925336.187500 Penalty: 2722.677979
	Iteration 2F: 3 clusters Score -925336.2 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -925620.250000 Penalty: 2722.677979
	Iteration 3F: 3 clusters Score -925620.2 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -925875.750000 Penalty: 2722.677979
	Iteration 4F: 3 clusters Score -925875.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -926107.937500 Penalty: 2722.677979
	Iteration 5Q: 3 clusters Score -926107.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -926332.375000 Penalty: 2722.677979
	Iteration 6Q: 3 clusters Score -926332.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -926537.625000 Penalty: 2722.677979
	Iteration 7Q: 3 clusters Score -926537.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -926766.000000 Penalty: 2722.677979
	Iteration 8Q: 3 clusters Score -926766 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -927008.437500 Penalty: 2722.677979
	Iteration 9Q: 3 clusters Score -927008.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -927249.812500 Penalty: 2722.677979
	Iteration 10Q: 3 clusters Score -927249.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -927461.750000 Penalty: 2722.677979
	Iteration 11Q: 3 clusters Score -927461.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -927647.312500 Penalty: 2722.677979
	Iteration 12Q: 3 clusters Score -927647.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -927830.437500 Penalty: 2722.677979
	Iteration 13Q: 3 clusters Score -927830.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -927994.937500 Penalty: 2722.677979
	Iteration 14Q: 3 clusters Score -927994.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -928141.375000 Penalty: 2722.677979
	Iteration 15Q: 3 clusters Score -928141.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -928250.812500 Penalty: 2722.677979
	Iteration 16Q: 3 clusters Score -928250.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -928340.125000 Penalty: 2722.677979
	Iteration 17Q: 3 clusters Score -928340.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -928397.375000 Penalty: 2722.677979
	Iteration 18Q: 3 clusters Score -928397.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -928443.500000 Penalty: 2722.677979
	Iteration 19Q: 3 clusters Score -928443.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -928476.625000 Penalty: 2722.677979
	Iteration 20F: 3 clusters Score -928476.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -928503.562500 Penalty: 2722.677979
	Iteration 21Q: 3 clusters Score -928503.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -928513.875000 Penalty: 2722.677979
	Iteration 22Q: 3 clusters Score -928513.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -928519.937500 Penalty: 2722.677979
	Iteration 23Q: 3 clusters Score -928519.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -928526.062500 Penalty: 2722.677979
	Iteration 24Q: 3 clusters Score -928526.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -928529.750000 Penalty: 2722.677979
	Iteration 25Q: 3 clusters Score -928529.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -928534.375000 Penalty: 2722.677979
	Iteration 26Q: 3 clusters Score -928534.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -928535.312500 Penalty: 2722.677979
	Iteration 27Q: 3 clusters Score -928535.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -928537.875000 Penalty: 2722.677979
	Iteration 28Q: 3 clusters Score -928537.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -928541.437500 Penalty: 2722.677979
	Iteration 29Q: 3 clusters Score -928541.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -928541.625000 Penalty: 2722.677979
	Iteration 30Q: 3 clusters Score -928541.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -928541.875000 Penalty: 2722.677979
	Iteration 31Q: 3 clusters Score -928541.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -928544.437500 Penalty: 2722.677979
	Iteration 32Q: 3 clusters Score -928544.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -928546.375000 Penalty: 2722.677979
	Iteration 33Q: 3 clusters Score -928546.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -928545.875000 Penalty: 2722.677979
	Iteration 34Q: 3 clusters Score -928545.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -928546.000000 Penalty: 2722.677979
	Iteration 35Q: 3 clusters Score -928546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -928545.937500 Penalty: 2722.677979
	Iteration 36Q: 3 clusters Score -928545.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -928545.625000 Penalty: 2722.677979
	Iteration 37Q: 3 clusters Score -928545.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -928548.562500 Penalty: 2722.677979
	Iteration 38Q: 3 clusters Score -928548.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -928551.312500 Penalty: 2722.677979
	Iteration 39Q: 3 clusters Score -928551.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -928551.875000 Penalty: 2722.677979
	Iteration 40F: 3 clusters Score -928551.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -928552.875000 Penalty: 2722.677979
	Iteration 41Q: 3 clusters Score -928552.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -928553.812500 Penalty: 2722.677979
	Iteration 42Q: 3 clusters Score -928553.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -928555.062500 Penalty: 2722.677979
	Iteration 43Q: 3 clusters Score -928555.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -928555.812500 Penalty: 2722.677979
	Iteration 44Q: 3 clusters Score -928555.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -928555.812500 Penalty: 2722.677979
	Iteration 45F: 3 clusters Score -928555.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (11312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Entering Unmasked Estep 
Score: -1077933.250000 Penalty: 1388.842529
	Iteration 0F: 2 clusters Score -1077933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1070340.750000 Penalty: 2777.685059
	Iteration 0F: 3 clusters Score -1070341 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1072958.000000 Penalty: 2777.685059
	Iteration 1F: 3 clusters Score -1072958 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1073326.125000 Penalty: 2777.685059
	Iteration 2F: 3 clusters Score -1073326 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1073584.000000 Penalty: 2777.685059
	Iteration 3F: 3 clusters Score -1073584 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1073790.875000 Penalty: 2777.685059
	Iteration 4Q: 3 clusters Score -1073791 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1074000.875000 Penalty: 2777.685059
	Iteration 5Q: 3 clusters Score -1074001 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1074230.750000 Penalty: 2777.685059
	Iteration 6Q: 3 clusters Score -1074231 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1074480.500000 Penalty: 2777.685059
	Iteration 7Q: 3 clusters Score -1074480 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1074743.625000 Penalty: 2777.685059
	Iteration 8Q: 3 clusters Score -1074744 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1075023.500000 Penalty: 2777.685059
	Iteration 9Q: 3 clusters Score -1075024 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1075360.125000 Penalty: 2777.685059
	Iteration 10Q: 3 clusters Score -1075360 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1075720.750000 Penalty: 2777.685059
	Iteration 11Q: 3 clusters Score -1075721 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1076029.125000 Penalty: 2777.685059
	Iteration 12Q: 3 clusters Score -1076029 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1076298.250000 Penalty: 2777.685059
	Iteration 13Q: 3 clusters Score -1076298 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1076479.250000 Penalty: 2777.685059
	Iteration 14Q: 3 clusters Score -1076479 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1076586.250000 Penalty: 2777.685059
	Iteration 15Q: 3 clusters Score -1076586 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1076659.875000 Penalty: 2777.685059
	Iteration 16Q: 3 clusters Score -1076660 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1076716.125000 Penalty: 2777.685059
	Iteration 17Q: 3 clusters Score -1076716 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1076758.000000 Penalty: 2777.685059
	Iteration 18Q: 3 clusters Score -1076758 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1076791.125000 Penalty: 2777.685059
	Iteration 19Q: 3 clusters Score -1076791 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1076811.125000 Penalty: 2777.685059
	Iteration 20F: 3 clusters Score -1076811 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1076821.125000 Penalty: 2777.685059
	Iteration 21Q: 3 clusters Score -1076821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1076828.625000 Penalty: 2777.685059
	Iteration 22Q: 3 clusters Score -1076829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1076833.125000 Penalty: 2777.685059
	Iteration 23Q: 3 clusters Score -1076833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1076839.625000 Penalty: 2777.685059
	Iteration 24Q: 3 clusters Score -1076840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1076840.375000 Penalty: 2777.685059
	Iteration 25Q: 3 clusters Score -1076840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1076842.250000 Penalty: 2777.685059
	Iteration 26Q: 3 clusters Score -1076842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1076842.250000 Penalty: 2777.685059
	Iteration 27F: 3 clusters Score -1076842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (17699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Entering Unmasked Estep 
Score: -1846015.500000 Penalty: 1455.452026
	Iteration 0F: 2 clusters Score -1846016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1834350.500000 Penalty: 2910.904053
	Iteration 0F: 3 clusters Score -1834350 nChanged 7715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1838502.125000 Penalty: 2910.904053
	Iteration 1F: 3 clusters Score -1838502 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1838865.500000 Penalty: 2910.904053
	Iteration 2F: 3 clusters Score -1838866 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1839164.000000 Penalty: 2910.904053
	Iteration 3Q: 3 clusters Score -1839164 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1839435.750000 Penalty: 2910.904053
	Iteration 4Q: 3 clusters Score -1839436 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1839731.625000 Penalty: 2910.904053
	Iteration 5Q: 3 clusters Score -1839732 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -1840130.000000 Penalty: 2910.904053
	Iteration 6Q: 3 clusters Score -1840130 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -1840690.500000 Penalty: 2910.904053
	Iteration 7F: 3 clusters Score -1840690 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -1841377.375000 Penalty: 2910.904053
	Iteration 8F: 3 clusters Score -1841377 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -1842108.750000 Penalty: 2910.904053
	Iteration 9F: 3 clusters Score -1842109 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -1842846.875000 Penalty: 2910.904053
	Iteration 10F: 3 clusters Score -1842847 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -1843448.875000 Penalty: 2910.904053
	Iteration 11Q: 3 clusters Score -1843449 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -1843852.500000 Penalty: 2910.904053
	Iteration 12Q: 3 clusters Score -1843852 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -1844142.500000 Penalty: 2910.904053
	Iteration 13Q: 3 clusters Score -1844142 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -1844363.125000 Penalty: 2910.904053
	Iteration 14Q: 3 clusters Score -1844363 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -1844508.750000 Penalty: 2910.904053
	Iteration 15Q: 3 clusters Score -1844509 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -1844615.250000 Penalty: 2910.904053
	Iteration 16Q: 3 clusters Score -1844615 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -1844687.875000 Penalty: 2910.904053
	Iteration 17Q: 3 clusters Score -1844688 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -1844739.750000 Penalty: 2910.904053
	Iteration 18Q: 3 clusters Score -1844740 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -1844780.000000 Penalty: 2910.904053
	Iteration 19Q: 3 clusters Score -1844780 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -1844807.375000 Penalty: 2910.904053
	Iteration 20F: 3 clusters Score -1844807 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -1844831.375000 Penalty: 2910.904053
	Iteration 21Q: 3 clusters Score -1844831 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -1844855.375000 Penalty: 2910.904053
	Iteration 22Q: 3 clusters Score -1844855 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -1844869.125000 Penalty: 2910.904053
	Iteration 23Q: 3 clusters Score -1844869 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -1844884.750000 Penalty: 2910.904053
	Iteration 24Q: 3 clusters Score -1844885 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -1844896.375000 Penalty: 2910.904053
	Iteration 25Q: 3 clusters Score -1844896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -1844900.625000 Penalty: 2910.904053
	Iteration 26Q: 3 clusters Score -1844901 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -1844907.000000 Penalty: 2910.904053
	Iteration 27Q: 3 clusters Score -1844907 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -1844920.375000 Penalty: 2910.904053
	Iteration 28Q: 3 clusters Score -1844920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -1844925.125000 Penalty: 2910.904053
	Iteration 29Q: 3 clusters Score -1844925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -1844930.750000 Penalty: 2910.904053
	Iteration 30Q: 3 clusters Score -1844931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -1844932.000000 Penalty: 2910.904053
	Iteration 31Q: 3 clusters Score -1844932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -1844935.750000 Penalty: 2910.904053
	Iteration 32Q: 3 clusters Score -1844936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -1844938.000000 Penalty: 2910.904053
	Iteration 33Q: 3 clusters Score -1844938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -1844940.625000 Penalty: 2910.904053
	Iteration 34Q: 3 clusters Score -1844941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -1844943.625000 Penalty: 2910.904053
	Iteration 35Q: 3 clusters Score -1844944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -1844943.250000 Penalty: 2910.904053
	Iteration 36Q: 3 clusters Score -1844943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -1844942.625000 Penalty: 2910.904053
	Iteration 37Q: 3 clusters Score -1844943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -1844945.625000 Penalty: 2910.904053
	Iteration 38Q: 3 clusters Score -1844946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -1844951.125000 Penalty: 2910.904053
	Iteration 39Q: 3 clusters Score -1844951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -1844952.250000 Penalty: 2910.904053
	Iteration 40F: 3 clusters Score -1844952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -1844953.500000 Penalty: 2910.904053
	Iteration 41Q: 3 clusters Score -1844954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -1844954.375000 Penalty: 2910.904053
	Iteration 42Q: 3 clusters Score -1844954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -1844958.875000 Penalty: 2910.904053
	Iteration 43Q: 3 clusters Score -1844959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -1844958.375000 Penalty: 2910.904053
	Iteration 44Q: 3 clusters Score -1844958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -1844958.000000 Penalty: 2910.904053
	Iteration 45Q: 3 clusters Score -1844958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -1844958.000000 Penalty: 2910.904053
	Iteration 46F: 3 clusters Score -1844958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (37776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37776 members 
Entering Unmasked Estep 
Score: -3902341.500000 Penalty: 1568.267212
	Iteration 0F: 2 clusters Score -3902342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -3877840.250000 Penalty: 3136.534424
	Iteration 0F: 3 clusters Score -3877840 nChanged 17230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -3887205.000000 Penalty: 3136.534424
	Iteration 1F: 3 clusters Score -3887205 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -3887850.750000 Penalty: 3136.534424
	Iteration 2Q: 3 clusters Score -3887851 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -3888453.500000 Penalty: 3136.534424
	Iteration 3Q: 3 clusters Score -3888454 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -3889037.000000 Penalty: 3136.534424
	Iteration 4Q: 3 clusters Score -3889037 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -3889661.000000 Penalty: 3136.534424
	Iteration 5Q: 3 clusters Score -3889661 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -3890269.000000 Penalty: 3136.534424
	Iteration 6Q: 3 clusters Score -3890269 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -3890969.250000 Penalty: 3136.534424
	Iteration 7Q: 3 clusters Score -3890969 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -3891708.500000 Penalty: 3136.534424
	Iteration 8Q: 3 clusters Score -3891708 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -3892558.750000 Penalty: 3136.534424
	Iteration 9Q: 3 clusters Score -3892559 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -3893366.250000 Penalty: 3136.534424
	Iteration 10Q: 3 clusters Score -3893366 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22039 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -3894073.750000 Penalty: 3136.534424
	Iteration 11Q: 3 clusters Score -3894074 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -3894756.250000 Penalty: 3136.534424
	Iteration 12Q: 3 clusters Score -3894756 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -3895365.250000 Penalty: 3136.534424
	Iteration 13Q: 3 clusters Score -3895365 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -3895923.750000 Penalty: 3136.534424
	Iteration 14Q: 3 clusters Score -3895924 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -3896396.500000 Penalty: 3136.534424
	Iteration 15Q: 3 clusters Score -3896396 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -3896848.500000 Penalty: 3136.534424
	Iteration 16Q: 3 clusters Score -3896848 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -3897210.500000 Penalty: 3136.534424
	Iteration 17Q: 3 clusters Score -3897210 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -3897500.250000 Penalty: 3136.534424
	Iteration 18Q: 3 clusters Score -3897500 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -3897744.750000 Penalty: 3136.534424
	Iteration 19Q: 3 clusters Score -3897745 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -3897916.250000 Penalty: 3136.534424
	Iteration 20F: 3 clusters Score -3897916 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -3898015.000000 Penalty: 3136.534424
	Iteration 21Q: 3 clusters Score -3898015 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -3898093.250000 Penalty: 3136.534424
	Iteration 22Q: 3 clusters Score -3898093 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -3898164.000000 Penalty: 3136.534424
	Iteration 23Q: 3 clusters Score -3898164 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -3898189.750000 Penalty: 3136.534424
	Iteration 24Q: 3 clusters Score -3898190 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -3898215.000000 Penalty: 3136.534424
	Iteration 25Q: 3 clusters Score -3898215 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -3898227.500000 Penalty: 3136.534424
	Iteration 26Q: 3 clusters Score -3898228 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -3898252.000000 Penalty: 3136.534424
	Iteration 27Q: 3 clusters Score -3898252 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -3898273.750000 Penalty: 3136.534424
	Iteration 28Q: 3 clusters Score -3898274 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -3898282.250000 Penalty: 3136.534424
	Iteration 29Q: 3 clusters Score -3898282 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -3898303.500000 Penalty: 3136.534424
	Iteration 30Q: 3 clusters Score -3898304 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -3898306.500000 Penalty: 3136.534424
	Iteration 31Q: 3 clusters Score -3898306 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -3898335.750000 Penalty: 3136.534424
	Iteration 32Q: 3 clusters Score -3898336 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -3898351.250000 Penalty: 3136.534424
	Iteration 33Q: 3 clusters Score -3898351 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -3898388.250000 Penalty: 3136.534424
	Iteration 34Q: 3 clusters Score -3898388 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -3898422.250000 Penalty: 3136.534424
	Iteration 35Q: 3 clusters Score -3898422 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -3898469.500000 Penalty: 3136.534424
	Iteration 36Q: 3 clusters Score -3898470 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -3898499.250000 Penalty: 3136.534424
	Iteration 37Q: 3 clusters Score -3898499 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -3898534.250000 Penalty: 3136.534424
	Iteration 38Q: 3 clusters Score -3898534 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -3898575.250000 Penalty: 3136.534424
	Iteration 39Q: 3 clusters Score -3898575 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -3898603.500000 Penalty: 3136.534424
	Iteration 40F: 3 clusters Score -3898604 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -3898651.000000 Penalty: 3136.534424
	Iteration 41Q: 3 clusters Score -3898651 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -3898694.000000 Penalty: 3136.534424
	Iteration 42Q: 3 clusters Score -3898694 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -3898723.750000 Penalty: 3136.534424
	Iteration 43Q: 3 clusters Score -3898724 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -3898767.250000 Penalty: 3136.534424
	Iteration 44Q: 3 clusters Score -3898767 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -3898803.000000 Penalty: 3136.534424
	Iteration 45Q: 3 clusters Score -3898803 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -3898834.500000 Penalty: 3136.534424
	Iteration 46Q: 3 clusters Score -3898834 nChanged 240
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -3898876.250000 Penalty: 3136.534424
	Iteration 47Q: 3 clusters Score -3898876 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -3898930.000000 Penalty: 3136.534424
	Iteration 48Q: 3 clusters Score -3898930 nChanged 272
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -3899004.250000 Penalty: 3136.534424
	Iteration 49Q: 3 clusters Score -3899004 nChanged 282
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -3899055.750000 Penalty: 3136.534424
	Iteration 50Q: 3 clusters Score -3899056 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -3899087.500000 Penalty: 3136.534424
	Iteration 51Q: 3 clusters Score -3899088 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -3899135.250000 Penalty: 3136.534424
	Iteration 52Q: 3 clusters Score -3899135 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -3899175.250000 Penalty: 3136.534424
	Iteration 53Q: 3 clusters Score -3899175 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -3899219.000000 Penalty: 3136.534424
	Iteration 54Q: 3 clusters Score -3899219 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -3899251.750000 Penalty: 3136.534424
	Iteration 55Q: 3 clusters Score -3899252 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -3899274.500000 Penalty: 3136.534424
	Iteration 56Q: 3 clusters Score -3899274 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -3899309.000000 Penalty: 3136.534424
	Iteration 57Q: 3 clusters Score -3899309 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -3899328.250000 Penalty: 3136.534424
	Iteration 58Q: 3 clusters Score -3899328 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -3899349.750000 Penalty: 3136.534424
	Iteration 59Q: 3 clusters Score -3899350 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -3899369.250000 Penalty: 3136.534424
	Iteration 60F: 3 clusters Score -3899369 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -3899392.500000 Penalty: 3136.534424
	Iteration 61Q: 3 clusters Score -3899392 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -3899411.000000 Penalty: 3136.534424
	Iteration 62Q: 3 clusters Score -3899411 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -3899426.250000 Penalty: 3136.534424
	Iteration 63Q: 3 clusters Score -3899426 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -3899436.500000 Penalty: 3136.534424
	Iteration 64Q: 3 clusters Score -3899436 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -3899472.250000 Penalty: 3136.534424
	Iteration 65Q: 3 clusters Score -3899472 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -3899493.250000 Penalty: 3136.534424
	Iteration 66Q: 3 clusters Score -3899493 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
Score: -3899503.000000 Penalty: 3136.534424
	Iteration 67Q: 3 clusters Score -3899503 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -3899533.000000 Penalty: 3136.534424
	Iteration 68Q: 3 clusters Score -3899533 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -3899553.750000 Penalty: 3136.534424
	Iteration 69Q: 3 clusters Score -3899554 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -3899582.500000 Penalty: 3136.534424
	Iteration 70Q: 3 clusters Score -3899582 nChanged 181
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -3899606.500000 Penalty: 3136.534424
	Iteration 71Q: 3 clusters Score -3899606 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -3899624.750000 Penalty: 3136.534424
	Iteration 72Q: 3 clusters Score -3899625 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -3899641.000000 Penalty: 3136.534424
	Iteration 73Q: 3 clusters Score -3899641 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -3899657.750000 Penalty: 3136.534424
	Iteration 74Q: 3 clusters Score -3899658 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 23770 members 
Entering Unmasked Estep 
Score: -3899677.750000 Penalty: 3136.534424
	Iteration 75Q: 3 clusters Score -3899678 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -3899674.500000 Penalty: 3136.534424
	Iteration 76Q: 3 clusters Score -3899674 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 23995 members 
Entering Unmasked Estep 
Score: -3899691.750000 Penalty: 3136.534424
	Iteration 77Q: 3 clusters Score -3899692 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 24121 members 
Entering Unmasked Estep 
Score: -3899709.250000 Penalty: 3136.534424
	Iteration 78Q: 3 clusters Score -3899709 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 24238 members 
Entering Unmasked Estep 
Score: -3899726.250000 Penalty: 3136.534424
	Iteration 79Q: 3 clusters Score -3899726 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 24363 members 
Entering Unmasked Estep 
Score: -3899748.250000 Penalty: 3136.534424
	Iteration 80F: 3 clusters Score -3899748 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
Score: -3899766.000000 Penalty: 3136.534424
	Iteration 81Q: 3 clusters Score -3899766 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 24622 members 
Entering Unmasked Estep 
Score: -3899787.250000 Penalty: 3136.534424
	Iteration 82Q: 3 clusters Score -3899787 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 24759 members 
Entering Unmasked Estep 
Score: -3899804.000000 Penalty: 3136.534424
	Iteration 83Q: 3 clusters Score -3899804 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -3899821.750000 Penalty: 3136.534424
	Iteration 84Q: 3 clusters Score -3899822 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 25027 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3899848 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 25180 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3899866 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 25328 members 
Entering Unmasked Estep 
Score: -3899880.000000 Penalty: 3136.534424
	Iteration 87Q: 3 clusters Score -3899880 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 25476 members 
Entering Unmasked Estep 
Score: -3899878.500000 Penalty: 3136.534424
	Iteration 88Q: 3 clusters Score -3899878 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 25620 members 
Entering Unmasked Estep 
Score: -3899911.250000 Penalty: 3136.534424
	Iteration 89Q: 3 clusters Score -3899911 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 25755 members 
Entering Unmasked Estep 
Score: -3899921.250000 Penalty: 3136.534424
	Iteration 90Q: 3 clusters Score -3899921 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 25884 members 
Entering Unmasked Estep 
Score: -3899940.750000 Penalty: 3136.534424
	Iteration 91Q: 3 clusters Score -3899941 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 26012 members 
Entering Unmasked Estep 
Score: -3899967.250000 Penalty: 3136.534424
	Iteration 92Q: 3 clusters Score -3899967 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -3899984.000000 Penalty: 3136.534424
	Iteration 93Q: 3 clusters Score -3899984 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -3900019.500000 Penalty: 3136.534424
	Iteration 94Q: 3 clusters Score -3900020 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 26446 members 
Entering Unmasked Estep 
Score: -3900031.500000 Penalty: 3136.534424
	Iteration 95Q: 3 clusters Score -3900032 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 26616 members 
Entering Unmasked Estep 
Score: -3900056.500000 Penalty: 3136.534424
	Iteration 96Q: 3 clusters Score -3900056 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 26778 members 
Entering Unmasked Estep 
Score: -3900083.000000 Penalty: 3136.534424
	Iteration 97Q: 3 clusters Score -3900083 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 26942 members 
Entering Unmasked Estep 
Score: -3900101.500000 Penalty: 3136.534424
	Iteration 98Q: 3 clusters Score -3900102 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 27113 members 
Entering Unmasked Estep 
Score: -3900122.750000 Penalty: 3136.534424
	Iteration 99Q: 3 clusters Score -3900123 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 27268 members 
Entering Unmasked Estep 
Score: -3900144.250000 Penalty: 3136.534424
	Iteration 100F: 3 clusters Score -3900144 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 27428 members 
Entering Unmasked Estep 
Score: -3900162.000000 Penalty: 3136.534424
	Iteration 101Q: 3 clusters Score -3900162 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 27608 members 
Entering Unmasked Estep 
Score: -3900205.500000 Penalty: 3136.534424
	Iteration 102Q: 3 clusters Score -3900206 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -3900236.000000 Penalty: 3136.534424
	Iteration 103Q: 3 clusters Score -3900236 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 27932 members 
Entering Unmasked Estep 
Score: -3900266.250000 Penalty: 3136.534424
	Iteration 104Q: 3 clusters Score -3900266 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
Score: -3900305.000000 Penalty: 3136.534424
	Iteration 105Q: 3 clusters Score -3900305 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 28317 members 
Entering Unmasked Estep 
Score: -3900331.250000 Penalty: 3136.534424
	Iteration 106Q: 3 clusters Score -3900331 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 28522 members 
Entering Unmasked Estep 
Score: -3900374.500000 Penalty: 3136.534424
	Iteration 107Q: 3 clusters Score -3900374 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 28755 members 
Entering Unmasked Estep 
Score: -3900399.250000 Penalty: 3136.534424
	Iteration 108Q: 3 clusters Score -3900399 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 28981 members 
Entering Unmasked Estep 
Score: -3900440.250000 Penalty: 3136.534424
	Iteration 109Q: 3 clusters Score -3900440 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 29205 members 
Entering Unmasked Estep 
Score: -3900497.000000 Penalty: 3136.534424
	Iteration 110Q: 3 clusters Score -3900497 nChanged 241
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 29442 members 
Entering Unmasked Estep 
Score: -3900532.500000 Penalty: 3136.534424
	Iteration 111Q: 3 clusters Score -3900532 nChanged 222
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 29662 members 
Entering Unmasked Estep 
Score: -3900586.000000 Penalty: 3136.534424
	Iteration 112Q: 3 clusters Score -3900586 nChanged 210
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 29872 members 
Entering Unmasked Estep 
Score: -3900626.250000 Penalty: 3136.534424
	Iteration 113Q: 3 clusters Score -3900626 nChanged 201
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 30071 members 
Entering Unmasked Estep 
Score: -3900647.250000 Penalty: 3136.534424
	Iteration 114Q: 3 clusters Score -3900647 nChanged 188
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 30259 members 
Entering Unmasked Estep 
Score: -3900687.000000 Penalty: 3136.534424
	Iteration 115Q: 3 clusters Score -3900687 nChanged 185
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 30440 members 
Entering Unmasked Estep 
Score: -3900723.000000 Penalty: 3136.534424
	Iteration 116Q: 3 clusters Score -3900723 nChanged 187
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 30621 members 
Entering Unmasked Estep 
Score: -3900760.750000 Penalty: 3136.534424
	Iteration 117Q: 3 clusters Score -3900761 nChanged 203
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 30824 members 
Entering Unmasked Estep 
Score: -3900818.000000 Penalty: 3136.534424
	Iteration 118Q: 3 clusters Score -3900818 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 31018 members 
Entering Unmasked Estep 
Score: -3900842.500000 Penalty: 3136.534424
	Iteration 119Q: 3 clusters Score -3900842 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 31213 members 
Entering Unmasked Estep 
Score: -3900884.250000 Penalty: 3136.534424
	Iteration 120F: 3 clusters Score -3900884 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 31403 members 
Entering Unmasked Estep 
Score: -3900926.250000 Penalty: 3136.534424
	Iteration 121Q: 3 clusters Score -3900926 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 31590 members 
Entering Unmasked Estep 
Score: -3900982.750000 Penalty: 3136.534424
	Iteration 122Q: 3 clusters Score -3900983 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 31788 members 
Entering Unmasked Estep 
Score: -3901035.000000 Penalty: 3136.534424
	Iteration 123Q: 3 clusters Score -3901035 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 31982 members 
Entering Unmasked Estep 
Score: -3901081.750000 Penalty: 3136.534424
	Iteration 124Q: 3 clusters Score -3901082 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 32200 members 
Entering Unmasked Estep 
Score: -3901151.750000 Penalty: 3136.534424
	Iteration 125Q: 3 clusters Score -3901152 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 32405 members 
Entering Unmasked Estep 
Score: -3901208.000000 Penalty: 3136.534424
	Iteration 126Q: 3 clusters Score -3901208 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 32610 members 
Entering Unmasked Estep 
Score: -3901270.250000 Penalty: 3136.534424
	Iteration 127Q: 3 clusters Score -3901270 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 32789 members 
Entering Unmasked Estep 
Score: -3901313.250000 Penalty: 3136.534424
	Iteration 128Q: 3 clusters Score -3901313 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 32957 members 
Entering Unmasked Estep 
Score: -3901357.000000 Penalty: 3136.534424
	Iteration 129Q: 3 clusters Score -3901357 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 33122 members 
Entering Unmasked Estep 
Score: -3901397.750000 Penalty: 3136.534424
	Iteration 130Q: 3 clusters Score -3901398 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 33279 members 
Entering Unmasked Estep 
Score: -3901454.750000 Penalty: 3136.534424
	Iteration 131Q: 3 clusters Score -3901455 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 33424 members 
Entering Unmasked Estep 
Score: -3901487.250000 Penalty: 3136.534424
	Iteration 132Q: 3 clusters Score -3901487 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 33545 members 
Entering Unmasked Estep 
Score: -3901521.250000 Penalty: 3136.534424
	Iteration 133Q: 3 clusters Score -3901521 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 33661 members 
Entering Unmasked Estep 
Score: -3901551.500000 Penalty: 3136.534424
	Iteration 134Q: 3 clusters Score -3901552 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 33755 members 
Entering Unmasked Estep 
Score: -3901565.250000 Penalty: 3136.534424
	Iteration 135Q: 3 clusters Score -3901565 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 33833 members 
Entering Unmasked Estep 
Score: -3901574.750000 Penalty: 3136.534424
	Iteration 136Q: 3 clusters Score -3901575 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 33908 members 
Entering Unmasked Estep 
Score: -3901584.500000 Penalty: 3136.534424
	Iteration 137Q: 3 clusters Score -3901584 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 34002 members 
Entering Unmasked Estep 
Score: -3901590.250000 Penalty: 3136.534424
	Iteration 138Q: 3 clusters Score -3901590 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 34087 members 
Entering Unmasked Estep 
Score: -3901615.250000 Penalty: 3136.534424
	Iteration 139Q: 3 clusters Score -3901615 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 34159 members 
Entering Unmasked Estep 
Score: -3901635.250000 Penalty: 3136.534424
	Iteration 140F: 3 clusters Score -3901635 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 34230 members 
Entering Unmasked Estep 
Score: -3901650.750000 Penalty: 3136.534424
	Iteration 141Q: 3 clusters Score -3901651 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 34299 members 
Entering Unmasked Estep 
Score: -3901670.500000 Penalty: 3136.534424
	Iteration 142Q: 3 clusters Score -3901670 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 34362 members 
Entering Unmasked Estep 
Score: -3901690.250000 Penalty: 3136.534424
	Iteration 143Q: 3 clusters Score -3901690 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 34425 members 
Entering Unmasked Estep 
Score: -3901706.750000 Penalty: 3136.534424
	Iteration 144Q: 3 clusters Score -3901707 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 34481 members 
Entering Unmasked Estep 
Score: -3901710.750000 Penalty: 3136.534424
	Iteration 145Q: 3 clusters Score -3901711 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 34534 members 
Entering Unmasked Estep 
Score: -3901723.000000 Penalty: 3136.534424
	Iteration 146Q: 3 clusters Score -3901723 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 34581 members 
Entering Unmasked Estep 
Score: -3901736.500000 Penalty: 3136.534424
	Iteration 147Q: 3 clusters Score -3901736 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 34620 members 
Entering Unmasked Estep 
Score: -3901734.000000 Penalty: 3136.534424
	Iteration 148Q: 3 clusters Score -3901734 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 34662 members 
Entering Unmasked Estep 
Score: -3901747.500000 Penalty: 3136.534424
	Iteration 149Q: 3 clusters Score -3901748 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 34703 members 
Entering Unmasked Estep 
Score: -3901755.500000 Penalty: 3136.534424
	Iteration 150Q: 3 clusters Score -3901756 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 34739 members 
Entering Unmasked Estep 
Score: -3901769.250000 Penalty: 3136.534424
	Iteration 151Q: 3 clusters Score -3901769 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 34778 members 
Entering Unmasked Estep 
Score: -3901767.750000 Penalty: 3136.534424
	Iteration 152Q: 3 clusters Score -3901768 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 34825 members 
Entering Unmasked Estep 
Score: -3901779.000000 Penalty: 3136.534424
	Iteration 153Q: 3 clusters Score -3901779 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 34860 members 
Entering Unmasked Estep 
Score: -3901790.250000 Penalty: 3136.534424
	Iteration 154Q: 3 clusters Score -3901790 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 34892 members 
Entering Unmasked Estep 
Score: -3901797.250000 Penalty: 3136.534424
	Iteration 155Q: 3 clusters Score -3901797 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 34923 members 
Entering Unmasked Estep 
Score: -3901809.250000 Penalty: 3136.534424
	Iteration 156Q: 3 clusters Score -3901809 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 34954 members 
Entering Unmasked Estep 
Score: -3901807.750000 Penalty: 3136.534424
	Iteration 157Q: 3 clusters Score -3901808 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 34988 members 
Entering Unmasked Estep 
Score: -3901819.500000 Penalty: 3136.534424
	Iteration 158Q: 3 clusters Score -3901820 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 35015 members 
Entering Unmasked Estep 
Score: -3901828.250000 Penalty: 3136.534424
	Iteration 159Q: 3 clusters Score -3901828 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 35047 members 
Entering Unmasked Estep 
Score: -3901841.250000 Penalty: 3136.534424
	Iteration 160F: 3 clusters Score -3901841 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 35075 members 
Entering Unmasked Estep 
Score: -3901850.000000 Penalty: 3136.534424
	Iteration 161Q: 3 clusters Score -3901850 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 35097 members 
Entering Unmasked Estep 
Score: -3901853.750000 Penalty: 3136.534424
	Iteration 162Q: 3 clusters Score -3901854 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 35117 members 
Entering Unmasked Estep 
Score: -3901858.000000 Penalty: 3136.534424
	Iteration 163Q: 3 clusters Score -3901858 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 35133 members 
Entering Unmasked Estep 
Score: -3901858.250000 Penalty: 3136.534424
	Iteration 164Q: 3 clusters Score -3901858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 35145 members 
Entering Unmasked Estep 
Score: -3901856.000000 Penalty: 3136.534424
	Iteration 165Q: 3 clusters Score -3901856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 35153 members 
Entering Unmasked Estep 
Score: -3901858.000000 Penalty: 3136.534424
	Iteration 166Q: 3 clusters Score -3901858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 35162 members 
Entering Unmasked Estep 
Score: -3901864.000000 Penalty: 3136.534424
	Iteration 167Q: 3 clusters Score -3901864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 35170 members 
Entering Unmasked Estep 
Score: -3901864.500000 Penalty: 3136.534424
	Iteration 168Q: 3 clusters Score -3901864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 35178 members 
Entering Unmasked Estep 
Score: -3901870.250000 Penalty: 3136.534424
	Iteration 169Q: 3 clusters Score -3901870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 35184 members 
Entering Unmasked Estep 
Score: -3901872.750000 Penalty: 3136.534424
	Iteration 170Q: 3 clusters Score -3901873 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 35194 members 
Entering Unmasked Estep 
Score: -3901869.250000 Penalty: 3136.534424
	Iteration 171Q: 3 clusters Score -3901869 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 35206 members 
Entering Unmasked Estep 
Score: -3901877.750000 Penalty: 3136.534424
	Iteration 172Q: 3 clusters Score -3901878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 35220 members 
Entering Unmasked Estep 
Score: -3901877.000000 Penalty: 3136.534424
	Iteration 173Q: 3 clusters Score -3901877 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 35234 members 
Entering Unmasked Estep 
Score: -3901876.000000 Penalty: 3136.534424
	Iteration 174Q: 3 clusters Score -3901876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 35249 members 
Entering Unmasked Estep 
Score: -3901881.500000 Penalty: 3136.534424
	Iteration 175Q: 3 clusters Score -3901882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 35256 members 
Entering Unmasked Estep 
Score: -3901883.500000 Penalty: 3136.534424
	Iteration 176Q: 3 clusters Score -3901884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 35261 members 
Entering Unmasked Estep 
Score: -3901882.500000 Penalty: 3136.534424
	Iteration 177Q: 3 clusters Score -3901882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 35270 members 
Entering Unmasked Estep 
Score: -3901885.500000 Penalty: 3136.534424
	Iteration 178Q: 3 clusters Score -3901886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 35273 members 
Entering Unmasked Estep 
Score: -3901883.250000 Penalty: 3136.534424
	Iteration 179Q: 3 clusters Score -3901883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 35278 members 
Entering Unmasked Estep 
Score: -3901886.750000 Penalty: 3136.534424
	Iteration 180F: 3 clusters Score -3901887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 35281 members 
Entering Unmasked Estep 
Score: -3901885.750000 Penalty: 3136.534424
	Iteration 181Q: 3 clusters Score -3901886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 35285 members 
Entering Unmasked Estep 
Score: -3901887.500000 Penalty: 3136.534424
	Iteration 182Q: 3 clusters Score -3901888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 35290 members 
Entering Unmasked Estep 
Score: -3901889.750000 Penalty: 3136.534424
	Iteration 183Q: 3 clusters Score -3901890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 35292 members 
Entering Unmasked Estep 
Score: -3901889.250000 Penalty: 3136.534424
	Iteration 184Q: 3 clusters Score -3901889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 35290 members 
Entering Unmasked Estep 
Score: -3901887.000000 Penalty: 3136.534424
	Iteration 185Q: 3 clusters Score -3901887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 35290 members 
Entering Unmasked Estep 
Score: -3901887.000000 Penalty: 3136.534424
	Iteration 186F: 3 clusters Score -3901887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -501389.156250 Penalty: 1276.421387
	Iteration 0F: 2 clusters Score -501389.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -497471.562500 Penalty: 2552.842773
	Iteration 0F: 3 clusters Score -497471.6 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -498631.968750 Penalty: 2552.842773
	Iteration 1F: 3 clusters Score -498632 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -498911.062500 Penalty: 2552.842773
	Iteration 2F: 3 clusters Score -498911.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -499166.281250 Penalty: 2552.842773
	Iteration 3F: 3 clusters Score -499166.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -499383.343750 Penalty: 2552.842773
	Iteration 4F: 3 clusters Score -499383.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -499574.687500 Penalty: 2552.842773
	Iteration 5Q: 3 clusters Score -499574.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -499744.093750 Penalty: 2552.842773
	Iteration 6Q: 3 clusters Score -499744.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -499878.531250 Penalty: 2552.842773
	Iteration 7Q: 3 clusters Score -499878.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -500026.531250 Penalty: 2552.842773
	Iteration 8Q: 3 clusters Score -500026.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -500176.187500 Penalty: 2552.842773
	Iteration 9Q: 3 clusters Score -500176.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -500309.468750 Penalty: 2552.842773
	Iteration 10Q: 3 clusters Score -500309.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -500423.812500 Penalty: 2552.842773
	Iteration 11Q: 3 clusters Score -500423.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -500526.562500 Penalty: 2552.842773
	Iteration 12Q: 3 clusters Score -500526.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -500601.656250 Penalty: 2552.842773
	Iteration 13Q: 3 clusters Score -500601.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -500659.500000 Penalty: 2552.842773
	Iteration 14Q: 3 clusters Score -500659.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -500693.843750 Penalty: 2552.842773
	Iteration 15Q: 3 clusters Score -500693.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -500713.875000 Penalty: 2552.842773
	Iteration 16Q: 3 clusters Score -500713.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -500726.531250 Penalty: 2552.842773
	Iteration 17Q: 3 clusters Score -500726.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -500743.468750 Penalty: 2552.842773
	Iteration 18Q: 3 clusters Score -500743.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -500752.250000 Penalty: 2552.842773
	Iteration 19Q: 3 clusters Score -500752.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -500758.812500 Penalty: 2552.842773
	Iteration 20F: 3 clusters Score -500758.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -500763.687500 Penalty: 2552.842773
	Iteration 21Q: 3 clusters Score -500763.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -500765.875000 Penalty: 2552.842773
	Iteration 22Q: 3 clusters Score -500765.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -500768.531250 Penalty: 2552.842773
	Iteration 23Q: 3 clusters Score -500768.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -500771.156250 Penalty: 2552.842773
	Iteration 24Q: 3 clusters Score -500771.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -500771.781250 Penalty: 2552.842773
	Iteration 25Q: 3 clusters Score -500771.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -500772.718750 Penalty: 2552.842773
	Iteration 26Q: 3 clusters Score -500772.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -500772.750000 Penalty: 2552.842773
	Iteration 27Q: 3 clusters Score -500772.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -500773.906250 Penalty: 2552.842773
	Iteration 28Q: 3 clusters Score -500773.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -500773.906250 Penalty: 2552.842773
	Iteration 29F: 3 clusters Score -500773.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Entering Unmasked Estep 
Score: -77110.453125 Penalty: 1016.273376
	Iteration 0F: 2 clusters Score -77110.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -75914.281250 Penalty: 2032.546753
	Iteration 0F: 3 clusters Score -75914.28 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -76200.320312 Penalty: 2032.546753
	Iteration 1F: 3 clusters Score -76200.32 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -76268.500000 Penalty: 2032.546753
	Iteration 2F: 3 clusters Score -76268.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -76300.445312 Penalty: 2032.546753
	Iteration 3Q: 3 clusters Score -76300.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -76323.015625 Penalty: 2032.546753
	Iteration 4Q: 3 clusters Score -76323.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -76340.750000 Penalty: 2032.546753
	Iteration 5Q: 3 clusters Score -76340.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -76347.468750 Penalty: 2032.546753
	Iteration 6Q: 3 clusters Score -76347.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -76357.289062 Penalty: 2032.546753
	Iteration 7Q: 3 clusters Score -76357.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -76360.640625 Penalty: 2032.546753
	Iteration 8Q: 3 clusters Score -76360.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -76363.445312 Penalty: 2032.546753
	Iteration 9Q: 3 clusters Score -76363.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -76364.203125 Penalty: 2032.546753
	Iteration 10Q: 3 clusters Score -76364.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -76365.804688 Penalty: 2032.546753
	Iteration 11Q: 3 clusters Score -76365.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -76368.390625 Penalty: 2032.546753
	Iteration 12Q: 3 clusters Score -76368.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -76369.726562 Penalty: 2032.546753
	Iteration 13Q: 3 clusters Score -76369.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -76370.515625 Penalty: 2032.546753
	Iteration 14Q: 3 clusters Score -76370.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -76370.515625 Penalty: 2032.546753
	Iteration 15F: 3 clusters Score -76370.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (93938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93938 members 
Entering Unmasked Estep 
Score: -9514245.000000 Penalty: 1703.817993
	Iteration 0F: 2 clusters Score -9514245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46945 members 
Mstep: Class 2 contains 46993 members 
Entering Unmasked Estep 
Score: -9452603.000000 Penalty: 3407.635986
	Iteration 0F: 3 clusters Score -9452603 nChanged 44339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46546 members 
Mstep: Class 2 contains 47392 members 
Entering Unmasked Estep 
Score: -9478091.000000 Penalty: 3407.635986
	Iteration 1F: 3 clusters Score -9478091 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46209 members 
Mstep: Class 2 contains 47729 members 
Entering Unmasked Estep 
Score: -9478936.000000 Penalty: 3407.635986
	Iteration 2Q: 3 clusters Score -9478936 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45699 members 
Mstep: Class 2 contains 48239 members 
Entering Unmasked Estep 
Score: -9479921.000000 Penalty: 3407.635986
	Iteration 3Q: 3 clusters Score -9479921 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44874 members 
Mstep: Class 2 contains 49064 members 
Entering Unmasked Estep 
Score: -9481140.000000 Penalty: 3407.635986
	Iteration 4Q: 3 clusters Score -9481140 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43735 members 
Mstep: Class 2 contains 50203 members 
Entering Unmasked Estep 
Score: -9482811.000000 Penalty: 3407.635986
	Iteration 5Q: 3 clusters Score -9482811 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42365 members 
Mstep: Class 2 contains 51573 members 
Entering Unmasked Estep 
Score: -9484982.000000 Penalty: 3407.635986
	Iteration 6Q: 3 clusters Score -9484982 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40655 members 
Mstep: Class 2 contains 53283 members 
Entering Unmasked Estep 
Score: -9487798.000000 Penalty: 3407.635986
	Iteration 7F: 3 clusters Score -9487798 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38815 members 
Mstep: Class 2 contains 55123 members 
Entering Unmasked Estep 
Score: -9491251.000000 Penalty: 3407.635986
	Iteration 8F: 3 clusters Score -9491251 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37121 members 
Mstep: Class 2 contains 56817 members 
Entering Unmasked Estep 
Score: -9494691.000000 Penalty: 3407.635986
	Iteration 9F: 3 clusters Score -9494691 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35621 members 
Mstep: Class 2 contains 58317 members 
Entering Unmasked Estep 
Score: -9497212.000000 Penalty: 3407.635986
	Iteration 10F: 3 clusters Score -9497212 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34365 members 
Mstep: Class 2 contains 59573 members 
Entering Unmasked Estep 
Score: -9498398.000000 Penalty: 3407.635986
	Iteration 11Q: 3 clusters Score -9498398 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33227 members 
Mstep: Class 2 contains 60711 members 
Entering Unmasked Estep 
Score: -9499015.000000 Penalty: 3407.635986
	Iteration 12Q: 3 clusters Score -9499015 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32104 members 
Mstep: Class 2 contains 61834 members 
Entering Unmasked Estep 
Score: -9499361.000000 Penalty: 3407.635986
	Iteration 13Q: 3 clusters Score -9499361 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30976 members 
Mstep: Class 2 contains 62962 members 
Entering Unmasked Estep 
Score: -9499652.000000 Penalty: 3407.635986
	Iteration 14Q: 3 clusters Score -9499652 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29781 members 
Mstep: Class 2 contains 64157 members 
Entering Unmasked Estep 
Score: -9499988.000000 Penalty: 3407.635986
	Iteration 15Q: 3 clusters Score -9499988 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28505 members 
Mstep: Class 2 contains 65433 members 
Entering Unmasked Estep 
Score: -9500335.000000 Penalty: 3407.635986
	Iteration 16Q: 3 clusters Score -9500335 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27171 members 
Mstep: Class 2 contains 66767 members 
Entering Unmasked Estep 
Score: -9500697.000000 Penalty: 3407.635986
	Iteration 17Q: 3 clusters Score -9500697 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 68099 members 
Entering Unmasked Estep 
Score: -9501073.000000 Penalty: 3407.635986
	Iteration 18Q: 3 clusters Score -9501073 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 69575 members 
Entering Unmasked Estep 
Score: -9501488.000000 Penalty: 3407.635986
	Iteration 19Q: 3 clusters Score -9501488 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 71107 members 
Entering Unmasked Estep 
Score: -9501996.000000 Penalty: 3407.635986
	Iteration 20F: 3 clusters Score -9501996 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 72739 members 
Entering Unmasked Estep 
Score: -9502556.000000 Penalty: 3407.635986
	Iteration 21Q: 3 clusters Score -9502556 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 74425 members 
Entering Unmasked Estep 
Score: -9503113.000000 Penalty: 3407.635986
	Iteration 22Q: 3 clusters Score -9503113 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 76126 members 
Entering Unmasked Estep 
Score: -9503759.000000 Penalty: 3407.635986
	Iteration 23Q: 3 clusters Score -9503759 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 77797 members 
Entering Unmasked Estep 
Score: -9504455.000000 Penalty: 3407.635986
	Iteration 24Q: 3 clusters Score -9504455 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 79499 members 
Entering Unmasked Estep 
Score: -9505201.000000 Penalty: 3407.635986
	Iteration 25Q: 3 clusters Score -9505201 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 81223 members 
Entering Unmasked Estep 
Score: -9506133.000000 Penalty: 3407.635986
	Iteration 26Q: 3 clusters Score -9506133 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 82916 members 
Entering Unmasked Estep 
Score: -9506957.000000 Penalty: 3407.635986
	Iteration 27Q: 3 clusters Score -9506957 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 84512 members 
Entering Unmasked Estep 
Score: -9507781.000000 Penalty: 3407.635986
	Iteration 28Q: 3 clusters Score -9507781 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 85999 members 
Entering Unmasked Estep 
Score: -9508587.000000 Penalty: 3407.635986
	Iteration 29Q: 3 clusters Score -9508587 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 87292 members 
Entering Unmasked Estep 
Score: -9509284.000000 Penalty: 3407.635986
	Iteration 30Q: 3 clusters Score -9509284 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 88419 members 
Entering Unmasked Estep 
Score: -9509927.000000 Penalty: 3407.635986
	Iteration 31Q: 3 clusters Score -9509927 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 89402 members 
Entering Unmasked Estep 
Score: -9510440.000000 Penalty: 3407.635986
	Iteration 32Q: 3 clusters Score -9510440 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 90257 members 
Entering Unmasked Estep 
Score: -9510952.000000 Penalty: 3407.635986
	Iteration 33Q: 3 clusters Score -9510952 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 90955 members 
Entering Unmasked Estep 
Score: -9511454.000000 Penalty: 3407.635986
	Iteration 34Q: 3 clusters Score -9511454 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 91540 members 
Entering Unmasked Estep 
Score: -9511758.000000 Penalty: 3407.635986
	Iteration 35Q: 3 clusters Score -9511758 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 92014 members 
Entering Unmasked Estep 
Score: -9512070.000000 Penalty: 3407.635986
	Iteration 36Q: 3 clusters Score -9512070 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 92382 members 
Entering Unmasked Estep 
Score: -9512300.000000 Penalty: 3407.635986
	Iteration 37Q: 3 clusters Score -9512300 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 92665 members 
Entering Unmasked Estep 
Score: -9512512.000000 Penalty: 3407.635986
	Iteration 38Q: 3 clusters Score -9512512 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 92871 members 
Entering Unmasked Estep 
Score: -9512630.000000 Penalty: 3407.635986
	Iteration 39Q: 3 clusters Score -9512630 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 93021 members 
Entering Unmasked Estep 
Score: -9512752.000000 Penalty: 3407.635986
	Iteration 40F: 3 clusters Score -9512752 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 93136 members 
Entering Unmasked Estep 
Score: -9512819.000000 Penalty: 3407.635986
	Iteration 41Q: 3 clusters Score -9512819 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 93216 members 
Entering Unmasked Estep 
Score: -9512880.000000 Penalty: 3407.635986
	Iteration 42Q: 3 clusters Score -9512880 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 93271 members 
Entering Unmasked Estep 
Score: -9512914.000000 Penalty: 3407.635986
	Iteration 43Q: 3 clusters Score -9512914 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 93306 members 
Entering Unmasked Estep 
Score: -9512945.000000 Penalty: 3407.635986
	Iteration 44Q: 3 clusters Score -9512945 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 93327 members 
Entering Unmasked Estep 
Score: -9512951.000000 Penalty: 3407.635986
	Iteration 45Q: 3 clusters Score -9512951 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 93342 members 
Entering Unmasked Estep 
Score: -9512961.000000 Penalty: 3407.635986
	Iteration 46Q: 3 clusters Score -9512961 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 93359 members 
Entering Unmasked Estep 
Score: -9512966.000000 Penalty: 3407.635986
	Iteration 47Q: 3 clusters Score -9512966 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 93375 members 
Entering Unmasked Estep 
Score: -9512969.000000 Penalty: 3407.635986
	Iteration 48Q: 3 clusters Score -9512969 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 93382 members 
Entering Unmasked Estep 
Score: -9512979.000000 Penalty: 3407.635986
	Iteration 49Q: 3 clusters Score -9512979 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 93389 members 
Entering Unmasked Estep 
Score: -9512984.000000 Penalty: 3407.635986
	Iteration 50Q: 3 clusters Score -9512984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 93396 members 
Entering Unmasked Estep 
Score: -9512989.000000 Penalty: 3407.635986
	Iteration 51Q: 3 clusters Score -9512989 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 93406 members 
Entering Unmasked Estep 
Score: -9513003.000000 Penalty: 3407.635986
	Iteration 52Q: 3 clusters Score -9513003 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 93413 members 
Entering Unmasked Estep 
Score: -9513003.000000 Penalty: 3407.635986
	Iteration 53Q: 3 clusters Score -9513003 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 93425 members 
Entering Unmasked Estep 
Score: -9513000.000000 Penalty: 3407.635986
	Iteration 54Q: 3 clusters Score -9513000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 93434 members 
Entering Unmasked Estep 
Score: -9513009.000000 Penalty: 3407.635986
	Iteration 55Q: 3 clusters Score -9513009 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 93445 members 
Entering Unmasked Estep 
Score: -9513024.000000 Penalty: 3407.635986
	Iteration 56Q: 3 clusters Score -9513024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 93451 members 
Entering Unmasked Estep 
Score: -9513027.000000 Penalty: 3407.635986
	Iteration 57Q: 3 clusters Score -9513027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 93455 members 
Entering Unmasked Estep 
Score: -9513033.000000 Penalty: 3407.635986
	Iteration 58Q: 3 clusters Score -9513033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 93458 members 
Entering Unmasked Estep 
Score: -9513031.000000 Penalty: 3407.635986
	Iteration 59Q: 3 clusters Score -9513031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 93461 members 
Entering Unmasked Estep 
Score: -9513035.000000 Penalty: 3407.635986
	Iteration 60F: 3 clusters Score -9513035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 93462 members 
Entering Unmasked Estep 
Score: -9513034.000000 Penalty: 3407.635986
	Iteration 61Q: 3 clusters Score -9513034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 93463 members 
Entering Unmasked Estep 
Score: -9513037.000000 Penalty: 3407.635986
	Iteration 62Q: 3 clusters Score -9513037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 93463 members 
Entering Unmasked Estep 
Score: -9513042.000000 Penalty: 3407.635986
	Iteration 63Q: 3 clusters Score -9513042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 93465 members 
Entering Unmasked Estep 
Score: -9513040.000000 Penalty: 3407.635986
	Iteration 64Q: 3 clusters Score -9513040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 93466 members 
Entering Unmasked Estep 
Score: -9513038.000000 Penalty: 3407.635986
	Iteration 65Q: 3 clusters Score -9513038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 93466 members 
Entering Unmasked Estep 
Score: -9513042.000000 Penalty: 3407.635986
	Iteration 66Q: 3 clusters Score -9513042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 93467 members 
Entering Unmasked Estep 
Score: -9513048.000000 Penalty: 3407.635986
	Iteration 67Q: 3 clusters Score -9513048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 93467 members 
Entering Unmasked Estep 
Score: -9513048.000000 Penalty: 3407.635986
	Iteration 68F: 3 clusters Score -9513048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (34861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34861 members 
Entering Unmasked Estep 
Score: -3625091.500000 Penalty: 1556.317627
	Iteration 0F: 2 clusters Score -3625092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -3602458.750000 Penalty: 3112.635254
	Iteration 0F: 3 clusters Score -3602459 nChanged 15855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -3611332.500000 Penalty: 3112.635254
	Iteration 1F: 3 clusters Score -3611332 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -3612151.750000 Penalty: 3112.635254
	Iteration 2F: 3 clusters Score -3612152 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -3613188.250000 Penalty: 3112.635254
	Iteration 3F: 3 clusters Score -3613188 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -3614632.000000 Penalty: 3112.635254
	Iteration 4F: 3 clusters Score -3614632 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25627 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -3616486.750000 Penalty: 3112.635254
	Iteration 5F: 3 clusters Score -3616487 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27831 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -3618581.000000 Penalty: 3112.635254
	Iteration 6F: 3 clusters Score -3618581 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29720 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -3620330.500000 Penalty: 3112.635254
	Iteration 7F: 3 clusters Score -3620330 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31118 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -3621602.500000 Penalty: 3112.635254
	Iteration 8Q: 3 clusters Score -3621602 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32078 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -3622434.250000 Penalty: 3112.635254
	Iteration 9Q: 3 clusters Score -3622434 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32667 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -3622971.000000 Penalty: 3112.635254
	Iteration 10Q: 3 clusters Score -3622971 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33017 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -3623275.250000 Penalty: 3112.635254
	Iteration 11Q: 3 clusters Score -3623275 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33233 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -3623508.750000 Penalty: 3112.635254
	Iteration 12Q: 3 clusters Score -3623509 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33385 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -3623682.750000 Penalty: 3112.635254
	Iteration 13Q: 3 clusters Score -3623683 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33474 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -3623813.500000 Penalty: 3112.635254
	Iteration 14Q: 3 clusters Score -3623814 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33541 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -3623912.750000 Penalty: 3112.635254
	Iteration 15Q: 3 clusters Score -3623913 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33592 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -3623980.500000 Penalty: 3112.635254
	Iteration 16Q: 3 clusters Score -3623980 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33629 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -3624034.000000 Penalty: 3112.635254
	Iteration 17Q: 3 clusters Score -3624034 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33672 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -3624079.500000 Penalty: 3112.635254
	Iteration 18Q: 3 clusters Score -3624080 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33695 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -3624107.500000 Penalty: 3112.635254
	Iteration 19Q: 3 clusters Score -3624108 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33703 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -3624119.750000 Penalty: 3112.635254
	Iteration 20F: 3 clusters Score -3624120 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33710 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3624137.500000 Penalty: 3112.635254
	Iteration 21Q: 3 clusters Score -3624138 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33722 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -3624149.250000 Penalty: 3112.635254
	Iteration 22Q: 3 clusters Score -3624149 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33734 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -3624153.500000 Penalty: 3112.635254
	Iteration 23Q: 3 clusters Score -3624154 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33744 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -3624167.500000 Penalty: 3112.635254
	Iteration 24Q: 3 clusters Score -3624168 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33754 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -3624178.250000 Penalty: 3112.635254
	Iteration 25Q: 3 clusters Score -3624178 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33769 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3624182.500000 Penalty: 3112.635254
	Iteration 26Q: 3 clusters Score -3624182 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33779 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -3624196.000000 Penalty: 3112.635254
	Iteration 27Q: 3 clusters Score -3624196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33789 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -3624207.500000 Penalty: 3112.635254
	Iteration 28Q: 3 clusters Score -3624208 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33799 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3624219.000000 Penalty: 3112.635254
	Iteration 29Q: 3 clusters Score -3624219 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33803 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -3624224.500000 Penalty: 3112.635254
	Iteration 30Q: 3 clusters Score -3624224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33810 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -3624223.000000 Penalty: 3112.635254
	Iteration 31Q: 3 clusters Score -3624223 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33819 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -3624221.000000 Penalty: 3112.635254
	Iteration 32Q: 3 clusters Score -3624221 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33825 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -3624216.750000 Penalty: 3112.635254
	Iteration 33Q: 3 clusters Score -3624217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33829 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -3624217.750000 Penalty: 3112.635254
	Iteration 34Q: 3 clusters Score -3624218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33830 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3624219.500000 Penalty: 3112.635254
	Iteration 35Q: 3 clusters Score -3624220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33831 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -3624222.500000 Penalty: 3112.635254
	Iteration 36Q: 3 clusters Score -3624222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33832 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -3624219.750000 Penalty: 3112.635254
	Iteration 37Q: 3 clusters Score -3624220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33834 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -3624222.500000 Penalty: 3112.635254
	Iteration 38Q: 3 clusters Score -3624222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33835 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -3624224.500000 Penalty: 3112.635254
	Iteration 39Q: 3 clusters Score -3624224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33836 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -3624223.250000 Penalty: 3112.635254
	Iteration 40F: 3 clusters Score -3624223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33837 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -3624223.750000 Penalty: 3112.635254
	Iteration 41Q: 3 clusters Score -3624224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33839 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3624221.750000 Penalty: 3112.635254
	Iteration 42Q: 3 clusters Score -3624222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33840 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -3624226.500000 Penalty: 3112.635254
	Iteration 43Q: 3 clusters Score -3624226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33842 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -3624228.750000 Penalty: 3112.635254
	Iteration 44Q: 3 clusters Score -3624229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33844 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -3624231.000000 Penalty: 3112.635254
	Iteration 45Q: 3 clusters Score -3624231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33847 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -3624232.000000 Penalty: 3112.635254
	Iteration 46Q: 3 clusters Score -3624232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33850 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -3624233.500000 Penalty: 3112.635254
	Iteration 47Q: 3 clusters Score -3624234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33853 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -3624231.500000 Penalty: 3112.635254
	Iteration 48Q: 3 clusters Score -3624232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33857 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -3624235.750000 Penalty: 3112.635254
	Iteration 49Q: 3 clusters Score -3624236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33861 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -3624237.750000 Penalty: 3112.635254
	Iteration 50Q: 3 clusters Score -3624238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33864 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -3624237.250000 Penalty: 3112.635254
	Iteration 51Q: 3 clusters Score -3624237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33866 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -3624241.250000 Penalty: 3112.635254
	Iteration 52Q: 3 clusters Score -3624241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33870 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -3624244.500000 Penalty: 3112.635254
	Iteration 53Q: 3 clusters Score -3624244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33870 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -3624242.750000 Penalty: 3112.635254
	Iteration 54Q: 3 clusters Score -3624243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33870 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -3624247.000000 Penalty: 3112.635254
	Iteration 55Q: 3 clusters Score -3624247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33874 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -3624248.250000 Penalty: 3112.635254
	Iteration 56Q: 3 clusters Score -3624248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33875 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -3624253.250000 Penalty: 3112.635254
	Iteration 57Q: 3 clusters Score -3624253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33875 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -3624252.500000 Penalty: 3112.635254
	Iteration 58Q: 3 clusters Score -3624252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33876 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -3624246.750000 Penalty: 3112.635254
	Iteration 59Q: 3 clusters Score -3624247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33877 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -3624248.750000 Penalty: 3112.635254
	Iteration 60F: 3 clusters Score -3624249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33878 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -3624246.000000 Penalty: 3112.635254
	Iteration 61Q: 3 clusters Score -3624246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33878 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -3624246.000000 Penalty: 3112.635254
	Iteration 62F: 3 clusters Score -3624246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (5451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Entering Unmasked Estep 
Score: -522540.750000 Penalty: 1280.208984
	Iteration 0F: 2 clusters Score -522540.8 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 2750 members 
Entering Unmasked Estep 
Score: -518593.468750 Penalty: 2560.417969
	Iteration 0F: 3 clusters Score -518593.5 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -519718.031250 Penalty: 2560.417969
	Iteration 1F: 3 clusters Score -519718 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -519930.562500 Penalty: 2560.417969
	Iteration 2F: 3 clusters Score -519930.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -520081.812500 Penalty: 2560.417969
	Iteration 3Q: 3 clusters Score -520081.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -520200.968750 Penalty: 2560.417969
	Iteration 4Q: 3 clusters Score -520201 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -520277.687500 Penalty: 2560.417969
	Iteration 5Q: 3 clusters Score -520277.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -520334.593750 Penalty: 2560.417969
	Iteration 6Q: 3 clusters Score -520334.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -520383.187500 Penalty: 2560.417969
	Iteration 7Q: 3 clusters Score -520383.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -520421.718750 Penalty: 2560.417969
	Iteration 8Q: 3 clusters Score -520421.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -520458.531250 Penalty: 2560.417969
	Iteration 9Q: 3 clusters Score -520458.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -520482.812500 Penalty: 2560.417969
	Iteration 10Q: 3 clusters Score -520482.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -520502.343750 Penalty: 2560.417969
	Iteration 11Q: 3 clusters Score -520502.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -520525.968750 Penalty: 2560.417969
	Iteration 12Q: 3 clusters Score -520526 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -520544.250000 Penalty: 2560.417969
	Iteration 13Q: 3 clusters Score -520544.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -520561.406250 Penalty: 2560.417969
	Iteration 14Q: 3 clusters Score -520561.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -520579.781250 Penalty: 2560.417969
	Iteration 15Q: 3 clusters Score -520579.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -520600.093750 Penalty: 2560.417969
	Iteration 16Q: 3 clusters Score -520600.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -520624.656250 Penalty: 2560.417969
	Iteration 17Q: 3 clusters Score -520624.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -520652.625000 Penalty: 2560.417969
	Iteration 18Q: 3 clusters Score -520652.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -520674.343750 Penalty: 2560.417969
	Iteration 19Q: 3 clusters Score -520674.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -520694.125000 Penalty: 2560.417969
	Iteration 20F: 3 clusters Score -520694.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -520717.187500 Penalty: 2560.417969
	Iteration 21Q: 3 clusters Score -520717.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -520738.218750 Penalty: 2560.417969
	Iteration 22Q: 3 clusters Score -520738.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -520762.000000 Penalty: 2560.417969
	Iteration 23Q: 3 clusters Score -520762 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -520797.187500 Penalty: 2560.417969
	Iteration 24Q: 3 clusters Score -520797.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -520831.843750 Penalty: 2560.417969
	Iteration 25Q: 3 clusters Score -520831.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -520865.468750 Penalty: 2560.417969
	Iteration 26Q: 3 clusters Score -520865.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -520902.375000 Penalty: 2560.417969
	Iteration 27Q: 3 clusters Score -520902.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -520945.500000 Penalty: 2560.417969
	Iteration 28Q: 3 clusters Score -520945.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -520997.812500 Penalty: 2560.417969
	Iteration 29Q: 3 clusters Score -520997.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -521060.093750 Penalty: 2560.417969
	Iteration 30Q: 3 clusters Score -521060.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -521127.531250 Penalty: 2560.417969
	Iteration 31Q: 3 clusters Score -521127.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -521179.812500 Penalty: 2560.417969
	Iteration 32Q: 3 clusters Score -521179.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -521231.468750 Penalty: 2560.417969
	Iteration 33Q: 3 clusters Score -521231.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -521272.781250 Penalty: 2560.417969
	Iteration 34Q: 3 clusters Score -521272.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -521318.531250 Penalty: 2560.417969
	Iteration 35Q: 3 clusters Score -521318.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -521361.062500 Penalty: 2560.417969
	Iteration 36Q: 3 clusters Score -521361.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -521407.625000 Penalty: 2560.417969
	Iteration 37Q: 3 clusters Score -521407.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -521435.593750 Penalty: 2560.417969
	Iteration 38Q: 3 clusters Score -521435.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -521469.968750 Penalty: 2560.417969
	Iteration 39Q: 3 clusters Score -521470 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -521499.312500 Penalty: 2560.417969
	Iteration 40F: 3 clusters Score -521499.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -521519.156250 Penalty: 2560.417969
	Iteration 41Q: 3 clusters Score -521519.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -521538.187500 Penalty: 2560.417969
	Iteration 42Q: 3 clusters Score -521538.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -521549.093750 Penalty: 2560.417969
	Iteration 43Q: 3 clusters Score -521549.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -521555.937500 Penalty: 2560.417969
	Iteration 44Q: 3 clusters Score -521555.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -521562.718750 Penalty: 2560.417969
	Iteration 45Q: 3 clusters Score -521562.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -521569.500000 Penalty: 2560.417969
	Iteration 46Q: 3 clusters Score -521569.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -521576.250000 Penalty: 2560.417969
	Iteration 47Q: 3 clusters Score -521576.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -521579.812500 Penalty: 2560.417969
	Iteration 48Q: 3 clusters Score -521579.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -521583.187500 Penalty: 2560.417969
	Iteration 49Q: 3 clusters Score -521583.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -521586.593750 Penalty: 2560.417969
	Iteration 50Q: 3 clusters Score -521586.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -521588.875000 Penalty: 2560.417969
	Iteration 51Q: 3 clusters Score -521588.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -521591.500000 Penalty: 2560.417969
	Iteration 52Q: 3 clusters Score -521591.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -521597.031250 Penalty: 2560.417969
	Iteration 53Q: 3 clusters Score -521597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -521601.562500 Penalty: 2560.417969
	Iteration 54Q: 3 clusters Score -521601.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -521607.906250 Penalty: 2560.417969
	Iteration 55Q: 3 clusters Score -521607.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -521615.156250 Penalty: 2560.417969
	Iteration 56Q: 3 clusters Score -521615.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -521622.000000 Penalty: 2560.417969
	Iteration 57Q: 3 clusters Score -521622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -521627.156250 Penalty: 2560.417969
	Iteration 58Q: 3 clusters Score -521627.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -521634.875000 Penalty: 2560.417969
	Iteration 59Q: 3 clusters Score -521634.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -521638.875000 Penalty: 2560.417969
	Iteration 60F: 3 clusters Score -521638.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -521642.218750 Penalty: 2560.417969
	Iteration 61Q: 3 clusters Score -521642.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -521646.343750 Penalty: 2560.417969
	Iteration 62Q: 3 clusters Score -521646.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -521647.687500 Penalty: 2560.417969
	Iteration 63Q: 3 clusters Score -521647.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -521651.843750 Penalty: 2560.417969
	Iteration 64Q: 3 clusters Score -521651.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -521655.625000 Penalty: 2560.417969
	Iteration 65Q: 3 clusters Score -521655.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -521659.062500 Penalty: 2560.417969
	Iteration 66Q: 3 clusters Score -521659.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -521660.718750 Penalty: 2560.417969
	Iteration 67Q: 3 clusters Score -521660.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -521665.187500 Penalty: 2560.417969
	Iteration 68Q: 3 clusters Score -521665.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -521670.687500 Penalty: 2560.417969
	Iteration 69Q: 3 clusters Score -521670.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -521675.562500 Penalty: 2560.417969
	Iteration 70Q: 3 clusters Score -521675.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -521678.718750 Penalty: 2560.417969
	Iteration 71Q: 3 clusters Score -521678.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -521682.500000 Penalty: 2560.417969
	Iteration 72Q: 3 clusters Score -521682.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -521685.281250 Penalty: 2560.417969
	Iteration 73Q: 3 clusters Score -521685.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -521687.843750 Penalty: 2560.417969
	Iteration 74Q: 3 clusters Score -521687.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -521690.968750 Penalty: 2560.417969
	Iteration 75Q: 3 clusters Score -521691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -521691.687500 Penalty: 2560.417969
	Iteration 76Q: 3 clusters Score -521691.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -521692.687500 Penalty: 2560.417969
	Iteration 77Q: 3 clusters Score -521692.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -521692.687500 Penalty: 2560.417969
	Iteration 78F: 3 clusters Score -521692.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (35853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35853 members 
Entering Unmasked Estep 
Score: -3726115.750000 Penalty: 1560.492798
	Iteration 0F: 2 clusters Score -3726116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -3702749.250000 Penalty: 3120.985596
	Iteration 0F: 3 clusters Score -3702749 nChanged 16341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -3711590.750000 Penalty: 3120.985596
	Iteration 1F: 3 clusters Score -3711591 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -3712095.250000 Penalty: 3120.985596
	Iteration 2Q: 3 clusters Score -3712095 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -3712723.750000 Penalty: 3120.985596
	Iteration 3Q: 3 clusters Score -3712724 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -3713497.750000 Penalty: 3120.985596
	Iteration 4Q: 3 clusters Score -3713498 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
Score: -3714520.250000 Penalty: 3120.985596
	Iteration 5F: 3 clusters Score -3714520 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -3715900.000000 Penalty: 3120.985596
	Iteration 6F: 3 clusters Score -3715900 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -3717323.750000 Penalty: 3120.985596
	Iteration 7F: 3 clusters Score -3717324 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 26649 members 
Entering Unmasked Estep 
Score: -3718735.500000 Penalty: 3120.985596
	Iteration 8F: 3 clusters Score -3718736 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
Score: -3719951.000000 Penalty: 3120.985596
	Iteration 9F: 3 clusters Score -3719951 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 29614 members 
Entering Unmasked Estep 
Score: -3721022.250000 Penalty: 3120.985596
	Iteration 10Q: 3 clusters Score -3721022 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 30806 members 
Entering Unmasked Estep 
Score: -3721895.250000 Penalty: 3120.985596
	Iteration 11Q: 3 clusters Score -3721895 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 31769 members 
Entering Unmasked Estep 
Score: -3722611.500000 Penalty: 3120.985596
	Iteration 12Q: 3 clusters Score -3722612 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 32532 members 
Entering Unmasked Estep 
Score: -3723165.750000 Penalty: 3120.985596
	Iteration 13Q: 3 clusters Score -3723166 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 33122 members 
Entering Unmasked Estep 
Score: -3723575.250000 Penalty: 3120.985596
	Iteration 14Q: 3 clusters Score -3723575 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 33567 members 
Entering Unmasked Estep 
Score: -3723877.500000 Penalty: 3120.985596
	Iteration 15Q: 3 clusters Score -3723878 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 33895 members 
Entering Unmasked Estep 
Score: -3724104.750000 Penalty: 3120.985596
	Iteration 16Q: 3 clusters Score -3724105 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 34162 members 
Entering Unmasked Estep 
Score: -3724280.500000 Penalty: 3120.985596
	Iteration 17Q: 3 clusters Score -3724280 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 34358 members 
Entering Unmasked Estep 
Score: -3724400.500000 Penalty: 3120.985596
	Iteration 18Q: 3 clusters Score -3724400 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 34500 members 
Entering Unmasked Estep 
Score: -3724508.750000 Penalty: 3120.985596
	Iteration 19Q: 3 clusters Score -3724509 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 34598 members 
Entering Unmasked Estep 
Score: -3724577.750000 Penalty: 3120.985596
	Iteration 20F: 3 clusters Score -3724578 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 34685 members 
Entering Unmasked Estep 
Score: -3724645.000000 Penalty: 3120.985596
	Iteration 21Q: 3 clusters Score -3724645 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 34756 members 
Entering Unmasked Estep 
Score: -3724677.500000 Penalty: 3120.985596
	Iteration 22Q: 3 clusters Score -3724678 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 34803 members 
Entering Unmasked Estep 
Score: -3724698.250000 Penalty: 3120.985596
	Iteration 23Q: 3 clusters Score -3724698 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 34830 members 
Entering Unmasked Estep 
Score: -3724725.000000 Penalty: 3120.985596
	Iteration 24Q: 3 clusters Score -3724725 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 34860 members 
Entering Unmasked Estep 
Score: -3724756.250000 Penalty: 3120.985596
	Iteration 25Q: 3 clusters Score -3724756 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 34889 members 
Entering Unmasked Estep 
Score: -3724764.750000 Penalty: 3120.985596
	Iteration 26Q: 3 clusters Score -3724765 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 34912 members 
Entering Unmasked Estep 
Score: -3724777.500000 Penalty: 3120.985596
	Iteration 27Q: 3 clusters Score -3724778 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 34942 members 
Entering Unmasked Estep 
Score: -3724798.000000 Penalty: 3120.985596
	Iteration 28Q: 3 clusters Score -3724798 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 34962 members 
Entering Unmasked Estep 
Score: -3724810.500000 Penalty: 3120.985596
	Iteration 29Q: 3 clusters Score -3724810 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 34988 members 
Entering Unmasked Estep 
Score: -3724818.500000 Penalty: 3120.985596
	Iteration 30Q: 3 clusters Score -3724818 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 35010 members 
Entering Unmasked Estep 
Score: -3724832.500000 Penalty: 3120.985596
	Iteration 31Q: 3 clusters Score -3724832 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 35028 members 
Entering Unmasked Estep 
Score: -3724850.500000 Penalty: 3120.985596
	Iteration 32Q: 3 clusters Score -3724850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 35044 members 
Entering Unmasked Estep 
Score: -3724852.750000 Penalty: 3120.985596
	Iteration 33Q: 3 clusters Score -3724853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 35050 members 
Entering Unmasked Estep 
Score: -3724855.750000 Penalty: 3120.985596
	Iteration 34Q: 3 clusters Score -3724856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 35057 members 
Entering Unmasked Estep 
Score: -3724865.250000 Penalty: 3120.985596
	Iteration 35Q: 3 clusters Score -3724865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 35061 members 
Entering Unmasked Estep 
Score: -3724868.250000 Penalty: 3120.985596
	Iteration 36Q: 3 clusters Score -3724868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 35066 members 
Entering Unmasked Estep 
Score: -3724870.000000 Penalty: 3120.985596
	Iteration 37Q: 3 clusters Score -3724870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 35070 members 
Entering Unmasked Estep 
Score: -3724871.250000 Penalty: 3120.985596
	Iteration 38Q: 3 clusters Score -3724871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 35074 members 
Entering Unmasked Estep 
Score: -3724871.750000 Penalty: 3120.985596
	Iteration 39Q: 3 clusters Score -3724872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 35078 members 
Entering Unmasked Estep 
Score: -3724872.500000 Penalty: 3120.985596
	Iteration 40F: 3 clusters Score -3724872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 35081 members 
Entering Unmasked Estep 
Score: -3724873.250000 Penalty: 3120.985596
	Iteration 41Q: 3 clusters Score -3724873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 35081 members 
Entering Unmasked Estep 
Score: -3724879.500000 Penalty: 3120.985596
	Iteration 42Q: 3 clusters Score -3724880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 35082 members 
Entering Unmasked Estep 
Score: -3724877.500000 Penalty: 3120.985596
	Iteration 43Q: 3 clusters Score -3724878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 35082 members 
Entering Unmasked Estep 
Score: -3724877.500000 Penalty: 3120.985596
	Iteration 44F: 3 clusters Score -3724878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (2123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Entering Unmasked Estep 
Score: -180241.593750 Penalty: 1139.895142
	Iteration 0F: 2 clusters Score -180241.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -178302.703125 Penalty: 2279.790283
	Iteration 0F: 3 clusters Score -178302.7 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -178884.140625 Penalty: 2279.790283
	Iteration 1F: 3 clusters Score -178884.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -179089.359375 Penalty: 2279.790283
	Iteration 2F: 3 clusters Score -179089.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -179212.343750 Penalty: 2279.790283
	Iteration 3F: 3 clusters Score -179212.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -179291.890625 Penalty: 2279.790283
	Iteration 4Q: 3 clusters Score -179291.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -179375.921875 Penalty: 2279.790283
	Iteration 5Q: 3 clusters Score -179375.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -179447.078125 Penalty: 2279.790283
	Iteration 6Q: 3 clusters Score -179447.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -179511.421875 Penalty: 2279.790283
	Iteration 7Q: 3 clusters Score -179511.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -179548.343750 Penalty: 2279.790283
	Iteration 8Q: 3 clusters Score -179548.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -179570.921875 Penalty: 2279.790283
	Iteration 9Q: 3 clusters Score -179570.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -179583.796875 Penalty: 2279.790283
	Iteration 10Q: 3 clusters Score -179583.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -179598.234375 Penalty: 2279.790283
	Iteration 11Q: 3 clusters Score -179598.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -179607.593750 Penalty: 2279.790283
	Iteration 12Q: 3 clusters Score -179607.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -179615.828125 Penalty: 2279.790283
	Iteration 13Q: 3 clusters Score -179615.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -179622.015625 Penalty: 2279.790283
	Iteration 14Q: 3 clusters Score -179622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -179632.125000 Penalty: 2279.790283
	Iteration 15Q: 3 clusters Score -179632.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -179644.750000 Penalty: 2279.790283
	Iteration 16Q: 3 clusters Score -179644.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -179655.437500 Penalty: 2279.790283
	Iteration 17Q: 3 clusters Score -179655.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -179667.343750 Penalty: 2279.790283
	Iteration 18Q: 3 clusters Score -179667.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -179679.984375 Penalty: 2279.790283
	Iteration 19Q: 3 clusters Score -179680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -179696.750000 Penalty: 2279.790283
	Iteration 20F: 3 clusters Score -179696.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -179712.234375 Penalty: 2279.790283
	Iteration 21Q: 3 clusters Score -179712.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -179733.921875 Penalty: 2279.790283
	Iteration 22Q: 3 clusters Score -179733.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -179750.609375 Penalty: 2279.790283
	Iteration 23Q: 3 clusters Score -179750.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -179754.875000 Penalty: 2279.790283
	Iteration 24Q: 3 clusters Score -179754.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -179762.406250 Penalty: 2279.790283
	Iteration 25Q: 3 clusters Score -179762.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -179765.500000 Penalty: 2279.790283
	Iteration 26Q: 3 clusters Score -179765.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -179767.484375 Penalty: 2279.790283
	Iteration 27Q: 3 clusters Score -179767.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -179769.500000 Penalty: 2279.790283
	Iteration 28Q: 3 clusters Score -179769.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -179772.390625 Penalty: 2279.790283
	Iteration 29Q: 3 clusters Score -179772.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -179782.046875 Penalty: 2279.790283
	Iteration 30Q: 3 clusters Score -179782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -179789.187500 Penalty: 2279.790283
	Iteration 31Q: 3 clusters Score -179789.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -179793.156250 Penalty: 2279.790283
	Iteration 32Q: 3 clusters Score -179793.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -179793.390625 Penalty: 2279.790283
	Iteration 33Q: 3 clusters Score -179793.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -179794.359375 Penalty: 2279.790283
	Iteration 34Q: 3 clusters Score -179794.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -179796.281250 Penalty: 2279.790283
	Iteration 35Q: 3 clusters Score -179796.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -179797.281250 Penalty: 2279.790283
	Iteration 36Q: 3 clusters Score -179797.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -179797.859375 Penalty: 2279.790283
	Iteration 37Q: 3 clusters Score -179797.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -179797.859375 Penalty: 2279.790283
	Iteration 38F: 3 clusters Score -179797.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Entering Unmasked Estep 
Score: -70815.875000 Penalty: 992.798523
	Iteration 0F: 2 clusters Score -70815.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -69718.101562 Penalty: 1985.597046
	Iteration 0F: 3 clusters Score -69718.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -69969.906250 Penalty: 1985.597046
	Iteration 1F: 3 clusters Score -69969.91 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -70048.281250 Penalty: 1985.597046
	Iteration 2F: 3 clusters Score -70048.28 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -70093.023438 Penalty: 1985.597046
	Iteration 3Q: 3 clusters Score -70093.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -70131.164062 Penalty: 1985.597046
	Iteration 4Q: 3 clusters Score -70131.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -70162.562500 Penalty: 1985.597046
	Iteration 5Q: 3 clusters Score -70162.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -70189.523438 Penalty: 1985.597046
	Iteration 6Q: 3 clusters Score -70189.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -70209.367188 Penalty: 1985.597046
	Iteration 7Q: 3 clusters Score -70209.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -70229.625000 Penalty: 1985.597046
	Iteration 8Q: 3 clusters Score -70229.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -70239.484375 Penalty: 1985.597046
	Iteration 9Q: 3 clusters Score -70239.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -70239.484375 Penalty: 1985.597046
	Iteration 10F: 3 clusters Score -70239.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (4460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Entering Unmasked Estep 
Score: -426538.437500 Penalty: 1250.352173
	Iteration 0F: 2 clusters Score -426538.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -423104.375000 Penalty: 2500.704346
	Iteration 0F: 3 clusters Score -423104.4 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -424094.281250 Penalty: 2500.704346
	Iteration 1F: 3 clusters Score -424094.3 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -424316.750000 Penalty: 2500.704346
	Iteration 2F: 3 clusters Score -424316.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -424487.093750 Penalty: 2500.704346
	Iteration 3F: 3 clusters Score -424487.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -424620.468750 Penalty: 2500.704346
	Iteration 4Q: 3 clusters Score -424620.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -424739.937500 Penalty: 2500.704346
	Iteration 5Q: 3 clusters Score -424739.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -424830.218750 Penalty: 2500.704346
	Iteration 6Q: 3 clusters Score -424830.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -424916.937500 Penalty: 2500.704346
	Iteration 7Q: 3 clusters Score -424916.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -424996.687500 Penalty: 2500.704346
	Iteration 8Q: 3 clusters Score -424996.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -425076.687500 Penalty: 2500.704346
	Iteration 9Q: 3 clusters Score -425076.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -425161.218750 Penalty: 2500.704346
	Iteration 10Q: 3 clusters Score -425161.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -425233.500000 Penalty: 2500.704346
	Iteration 11Q: 3 clusters Score -425233.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -425298.625000 Penalty: 2500.704346
	Iteration 12Q: 3 clusters Score -425298.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -425350.437500 Penalty: 2500.704346
	Iteration 13Q: 3 clusters Score -425350.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -425406.562500 Penalty: 2500.704346
	Iteration 14Q: 3 clusters Score -425406.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -425467.000000 Penalty: 2500.704346
	Iteration 15Q: 3 clusters Score -425467 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -425516.812500 Penalty: 2500.704346
	Iteration 16Q: 3 clusters Score -425516.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -425568.031250 Penalty: 2500.704346
	Iteration 17Q: 3 clusters Score -425568 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -425609.843750 Penalty: 2500.704346
	Iteration 18Q: 3 clusters Score -425609.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -425648.500000 Penalty: 2500.704346
	Iteration 19Q: 3 clusters Score -425648.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -425688.593750 Penalty: 2500.704346
	Iteration 20F: 3 clusters Score -425688.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -425718.968750 Penalty: 2500.704346
	Iteration 21Q: 3 clusters Score -425719 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -425735.218750 Penalty: 2500.704346
	Iteration 22Q: 3 clusters Score -425735.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -425746.812500 Penalty: 2500.704346
	Iteration 23Q: 3 clusters Score -425746.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -425756.312500 Penalty: 2500.704346
	Iteration 24Q: 3 clusters Score -425756.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -425765.375000 Penalty: 2500.704346
	Iteration 25Q: 3 clusters Score -425765.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -425775.375000 Penalty: 2500.704346
	Iteration 26Q: 3 clusters Score -425775.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -425787.031250 Penalty: 2500.704346
	Iteration 27Q: 3 clusters Score -425787 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -425791.875000 Penalty: 2500.704346
	Iteration 28Q: 3 clusters Score -425791.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -425801.000000 Penalty: 2500.704346
	Iteration 29Q: 3 clusters Score -425801 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -425808.406250 Penalty: 2500.704346
	Iteration 30Q: 3 clusters Score -425808.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -425818.375000 Penalty: 2500.704346
	Iteration 31Q: 3 clusters Score -425818.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -425824.406250 Penalty: 2500.704346
	Iteration 32Q: 3 clusters Score -425824.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -425829.312500 Penalty: 2500.704346
	Iteration 33Q: 3 clusters Score -425829.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -425834.562500 Penalty: 2500.704346
	Iteration 34Q: 3 clusters Score -425834.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -425839.500000 Penalty: 2500.704346
	Iteration 35Q: 3 clusters Score -425839.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -425842.656250 Penalty: 2500.704346
	Iteration 36Q: 3 clusters Score -425842.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -425845.781250 Penalty: 2500.704346
	Iteration 37Q: 3 clusters Score -425845.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -425848.843750 Penalty: 2500.704346
	Iteration 38Q: 3 clusters Score -425848.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -425850.312500 Penalty: 2500.704346
	Iteration 39Q: 3 clusters Score -425850.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -425851.875000 Penalty: 2500.704346
	Iteration 40F: 3 clusters Score -425851.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -425854.312500 Penalty: 2500.704346
	Iteration 41Q: 3 clusters Score -425854.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -425855.562500 Penalty: 2500.704346
	Iteration 42Q: 3 clusters Score -425855.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -425857.625000 Penalty: 2500.704346
	Iteration 43Q: 3 clusters Score -425857.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -425860.312500 Penalty: 2500.704346
	Iteration 44Q: 3 clusters Score -425860.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -425864.062500 Penalty: 2500.704346
	Iteration 45Q: 3 clusters Score -425864.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -425866.031250 Penalty: 2500.704346
	Iteration 46Q: 3 clusters Score -425866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -425868.531250 Penalty: 2500.704346
	Iteration 47Q: 3 clusters Score -425868.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -425875.093750 Penalty: 2500.704346
	Iteration 48Q: 3 clusters Score -425875.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -425878.718750 Penalty: 2500.704346
	Iteration 49Q: 3 clusters Score -425878.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -425881.781250 Penalty: 2500.704346
	Iteration 50Q: 3 clusters Score -425881.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -425885.187500 Penalty: 2500.704346
	Iteration 51Q: 3 clusters Score -425885.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -425887.312500 Penalty: 2500.704346
	Iteration 52Q: 3 clusters Score -425887.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -425889.656250 Penalty: 2500.704346
	Iteration 53Q: 3 clusters Score -425889.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -425893.187500 Penalty: 2500.704346
	Iteration 54Q: 3 clusters Score -425893.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -425894.062500 Penalty: 2500.704346
	Iteration 55Q: 3 clusters Score -425894.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -425895.406250 Penalty: 2500.704346
	Iteration 56Q: 3 clusters Score -425895.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -425895.406250 Penalty: 2500.704346
	Iteration 57F: 3 clusters Score -425895.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (14447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Entering Unmasked Estep 
Score: -1502686.625000 Penalty: 1425.242432
	Iteration 0F: 2 clusters Score -1502687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1493136.875000 Penalty: 2850.484863
	Iteration 0F: 3 clusters Score -1493137 nChanged 6151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1496475.250000 Penalty: 2850.484863
	Iteration 1F: 3 clusters Score -1496475 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1496982.875000 Penalty: 2850.484863
	Iteration 2F: 3 clusters Score -1496983 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1497541.375000 Penalty: 2850.484863
	Iteration 3F: 3 clusters Score -1497541 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1498174.750000 Penalty: 2850.484863
	Iteration 4F: 3 clusters Score -1498175 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1498887.500000 Penalty: 2850.484863
	Iteration 5F: 3 clusters Score -1498888 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1499585.750000 Penalty: 2850.484863
	Iteration 6F: 3 clusters Score -1499586 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1500168.500000 Penalty: 2850.484863
	Iteration 7F: 3 clusters Score -1500168 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1500648.250000 Penalty: 2850.484863
	Iteration 8Q: 3 clusters Score -1500648 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1501029.875000 Penalty: 2850.484863
	Iteration 9Q: 3 clusters Score -1501030 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1501283.375000 Penalty: 2850.484863
	Iteration 10Q: 3 clusters Score -1501283 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1501454.125000 Penalty: 2850.484863
	Iteration 11Q: 3 clusters Score -1501454 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1501547.875000 Penalty: 2850.484863
	Iteration 12Q: 3 clusters Score -1501548 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1501614.375000 Penalty: 2850.484863
	Iteration 13Q: 3 clusters Score -1501614 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1501654.500000 Penalty: 2850.484863
	Iteration 14Q: 3 clusters Score -1501654 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1501681.125000 Penalty: 2850.484863
	Iteration 15Q: 3 clusters Score -1501681 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1501697.375000 Penalty: 2850.484863
	Iteration 16Q: 3 clusters Score -1501697 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1501709.250000 Penalty: 2850.484863
	Iteration 17Q: 3 clusters Score -1501709 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1501715.500000 Penalty: 2850.484863
	Iteration 18Q: 3 clusters Score -1501716 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1501726.250000 Penalty: 2850.484863
	Iteration 19Q: 3 clusters Score -1501726 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1501730.875000 Penalty: 2850.484863
	Iteration 20F: 3 clusters Score -1501731 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1501735.000000 Penalty: 2850.484863
	Iteration 21Q: 3 clusters Score -1501735 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1501733.750000 Penalty: 2850.484863
	Iteration 22Q: 3 clusters Score -1501734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1501734.000000 Penalty: 2850.484863
	Iteration 23Q: 3 clusters Score -1501734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1501735.250000 Penalty: 2850.484863
	Iteration 24Q: 3 clusters Score -1501735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1501737.625000 Penalty: 2850.484863
	Iteration 25Q: 3 clusters Score -1501738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1501739.125000 Penalty: 2850.484863
	Iteration 26Q: 3 clusters Score -1501739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1501737.500000 Penalty: 2850.484863
	Iteration 27Q: 3 clusters Score -1501738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1501737.250000 Penalty: 2850.484863
	Iteration 28Q: 3 clusters Score -1501737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1501741.500000 Penalty: 2850.484863
	Iteration 29Q: 3 clusters Score -1501742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1501739.875000 Penalty: 2850.484863
	Iteration 30Q: 3 clusters Score -1501740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1501740.750000 Penalty: 2850.484863
	Iteration 31Q: 3 clusters Score -1501741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1501740.750000 Penalty: 2850.484863
	Iteration 32F: 3 clusters Score -1501741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Entering Unmasked Estep 
Score: -47474.519531 Penalty: 932.559448
	Iteration 0F: 2 clusters Score -47474.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -46586.890625 Penalty: 1865.118896
	Iteration 0F: 3 clusters Score -46586.89 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -46787.113281 Penalty: 1865.118896
	Iteration 1F: 3 clusters Score -46787.11 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -46849.035156 Penalty: 1865.118896
	Iteration 2F: 3 clusters Score -46849.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -46867.789062 Penalty: 1865.118896
	Iteration 3Q: 3 clusters Score -46867.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -46872.250000 Penalty: 1865.118896
	Iteration 4Q: 3 clusters Score -46872.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -46882.816406 Penalty: 1865.118896
	Iteration 5Q: 3 clusters Score -46882.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -46890.800781 Penalty: 1865.118896
	Iteration 6Q: 3 clusters Score -46890.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -46893.277344 Penalty: 1865.118896
	Iteration 7Q: 3 clusters Score -46893.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -46893.277344 Penalty: 1865.118896
	Iteration 8F: 3 clusters Score -46893.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (2068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Entering Unmasked Estep 
Score: -187333.062500 Penalty: 1135.989380
	Iteration 0F: 2 clusters Score -187333.1 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 1065 members 
Entering Unmasked Estep 
Score: -185436.875000 Penalty: 2271.978760
	Iteration 0F: 3 clusters Score -185436.9 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -186004.500000 Penalty: 2271.978760
	Iteration 1F: 3 clusters Score -186004.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -186215.109375 Penalty: 2271.978760
	Iteration 2F: 3 clusters Score -186215.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -186339.375000 Penalty: 2271.978760
	Iteration 3F: 3 clusters Score -186339.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -186433.015625 Penalty: 2271.978760
	Iteration 4Q: 3 clusters Score -186433 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -186516.781250 Penalty: 2271.978760
	Iteration 5Q: 3 clusters Score -186516.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -186602.500000 Penalty: 2271.978760
	Iteration 6Q: 3 clusters Score -186602.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -186664.218750 Penalty: 2271.978760
	Iteration 7Q: 3 clusters Score -186664.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -186719.406250 Penalty: 2271.978760
	Iteration 8Q: 3 clusters Score -186719.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -186753.062500 Penalty: 2271.978760
	Iteration 9Q: 3 clusters Score -186753.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -186771.125000 Penalty: 2271.978760
	Iteration 10Q: 3 clusters Score -186771.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -186785.984375 Penalty: 2271.978760
	Iteration 11Q: 3 clusters Score -186786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -186793.625000 Penalty: 2271.978760
	Iteration 12Q: 3 clusters Score -186793.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -186801.281250 Penalty: 2271.978760
	Iteration 13Q: 3 clusters Score -186801.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -186810.968750 Penalty: 2271.978760
	Iteration 14Q: 3 clusters Score -186811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -186818.437500 Penalty: 2271.978760
	Iteration 15Q: 3 clusters Score -186818.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -186828.125000 Penalty: 2271.978760
	Iteration 16Q: 3 clusters Score -186828.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -186836.484375 Penalty: 2271.978760
	Iteration 17Q: 3 clusters Score -186836.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -186843.921875 Penalty: 2271.978760
	Iteration 18Q: 3 clusters Score -186843.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -186854.875000 Penalty: 2271.978760
	Iteration 19Q: 3 clusters Score -186854.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -186867.671875 Penalty: 2271.978760
	Iteration 20F: 3 clusters Score -186867.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -186882.765625 Penalty: 2271.978760
	Iteration 21Q: 3 clusters Score -186882.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -186909.796875 Penalty: 2271.978760
	Iteration 22Q: 3 clusters Score -186909.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -186957.609375 Penalty: 2271.978760
	Iteration 23Q: 3 clusters Score -186957.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -186995.703125 Penalty: 2271.978760
	Iteration 24Q: 3 clusters Score -186995.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -187036.453125 Penalty: 2271.978760
	Iteration 25Q: 3 clusters Score -187036.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -187082.265625 Penalty: 2271.978760
	Iteration 26Q: 3 clusters Score -187082.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -187114.656250 Penalty: 2271.978760
	Iteration 27Q: 3 clusters Score -187114.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -187138.250000 Penalty: 2271.978760
	Iteration 28Q: 3 clusters Score -187138.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -187154.000000 Penalty: 2271.978760
	Iteration 29Q: 3 clusters Score -187154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -187161.515625 Penalty: 2271.978760
	Iteration 30Q: 3 clusters Score -187161.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -187169.812500 Penalty: 2271.978760
	Iteration 31Q: 3 clusters Score -187169.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -187173.984375 Penalty: 2271.978760
	Iteration 32Q: 3 clusters Score -187174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -187175.953125 Penalty: 2271.978760
	Iteration 33Q: 3 clusters Score -187176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -187177.468750 Penalty: 2271.978760
	Iteration 34Q: 3 clusters Score -187177.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -187180.078125 Penalty: 2271.978760
	Iteration 35Q: 3 clusters Score -187180.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -187182.031250 Penalty: 2271.978760
	Iteration 36Q: 3 clusters Score -187182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -187184.578125 Penalty: 2271.978760
	Iteration 37Q: 3 clusters Score -187184.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -187189.781250 Penalty: 2271.978760
	Iteration 38Q: 3 clusters Score -187189.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -187192.765625 Penalty: 2271.978760
	Iteration 39Q: 3 clusters Score -187192.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -187194.875000 Penalty: 2271.978760
	Iteration 40F: 3 clusters Score -187194.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -187196.203125 Penalty: 2271.978760
	Iteration 41Q: 3 clusters Score -187196.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -187197.062500 Penalty: 2271.978760
	Iteration 42Q: 3 clusters Score -187197.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -187197.343750 Penalty: 2271.978760
	Iteration 43Q: 3 clusters Score -187197.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -187198.218750 Penalty: 2271.978760
	Iteration 44Q: 3 clusters Score -187198.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -187198.937500 Penalty: 2271.978760
	Iteration 45Q: 3 clusters Score -187198.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -187199.781250 Penalty: 2271.978760
	Iteration 46Q: 3 clusters Score -187199.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -187199.781250 Penalty: 2271.978760
	Iteration 47F: 3 clusters Score -187199.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 47046 members 
Mstep: Class 2 contains 11850 members 
Mstep: Class 3 contains 5015 members 
Mstep: Class 4 contains 11680 members 
Mstep: Class 5 contains 6769 members 
Mstep: Class 6 contains 21354 members 
Mstep: Class 7 contains 13924 members 
Mstep: Class 8 contains 8683 members 
Mstep: Class 9 contains 2907 members 
Mstep: Class 10 contains 10858 members 
Mstep: Class 11 contains 16315 members 
Mstep: Class 12 contains 6458 members 
Mstep: Class 13 contains 44212 members 
Mstep: Class 14 contains 56609 members 
Mstep: Class 15 contains 3962 members 
Mstep: Class 16 contains 5810 members 
Mstep: Class 17 contains 39095 members 
Mstep: Class 18 contains 144 members 
Mstep: Class 19 contains 55517 members 
Mstep: Class 20 contains 4893 members 
Mstep: Class 21 contains 15144 members 
Mstep: Class 22 contains 3058 members 
Mstep: Class 23 contains 7195 members 
Mstep: Class 24 contains 16813 members 
Mstep: Class 25 contains 3141 members 
Mstep: Class 26 contains 17714 members 
Mstep: Class 27 contains 16155 members 
Mstep: Class 28 contains 10627 members 
Mstep: Class 29 contains 10065 members 
Mstep: Class 30 contains 7697 members 
Mstep: Class 31 contains 6442 members 
Mstep: Class 32 contains 11529 members 
Mstep: Class 33 contains 2519 members 
Mstep: Class 34 contains 9403 members 
Mstep: Class 35 contains 11312 members 
Mstep: Class 36 contains 17699 members 
Mstep: Class 37 contains 37776 members 
Mstep: Class 38 contains 5314 members 
Mstep: Class 39 contains 925 members 
Mstep: Class 40 contains 93938 members 
Mstep: Class 41 contains 34861 members 
Mstep: Class 42 contains 5451 members 
Mstep: Class 43 contains 35853 members 
Mstep: Class 44 contains 2123 members 
Mstep: Class 45 contains 790 members 
Mstep: Class 46 contains 4460 members 
Mstep: Class 47 contains 14447 members 
Mstep: Class 48 contains 527 members 
Mstep: Class 49 contains 2068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88120472.000000 Penalty: 104041.984375
Iteration 119Q: 52 clusters Score -8.812047e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 47086 members 
Mstep: Class 2 contains 11979 members 
Mstep: Class 3 contains 5000 members 
Mstep: Class 4 contains 11766 members 
Mstep: Class 5 contains 6770 members 
Mstep: Class 6 contains 21369 members 
Mstep: Class 7 contains 13970 members 
Mstep: Class 8 contains 8748 members 
Mstep: Class 9 contains 2910 members 
Mstep: Class 10 contains 10862 members 
Mstep: Class 11 contains 16323 members 
Mstep: Class 12 contains 6436 members 
Mstep: Class 13 contains 44289 members 
Mstep: Class 14 contains 56774 members 
Mstep: Class 15 contains 4004 members 
Mstep: Class 16 contains 5801 members 
Mstep: Class 17 contains 39109 members 
Mstep: Class 18 contains 144 members 
Mstep: Class 19 contains 55412 members 
Mstep: Class 20 contains 5176 members 
Mstep: Class 21 contains 15160 members 
Mstep: Class 22 contains 3057 members 
Mstep: Class 23 contains 7204 members 
Mstep: Class 24 contains 16861 members 
Mstep: Class 25 contains 3141 members 
Mstep: Class 26 contains 17722 members 
Mstep: Class 27 contains 16183 members 
Mstep: Class 28 contains 10651 members 
Mstep: Class 29 contains 10129 members 
Mstep: Class 30 contains 7702 members 
Mstep: Class 31 contains 6449 members 
Mstep: Class 32 contains 11535 members 
Mstep: Class 33 contains 2518 members 
Mstep: Class 34 contains 9401 members 
Mstep: Class 35 contains 11279 members 
Mstep: Class 36 contains 17718 members 
Mstep: Class 37 contains 37790 members 
Mstep: Class 38 contains 5317 members 
Mstep: Class 39 contains 925 members 
Mstep: Class 40 contains 94106 members 
Mstep: Class 41 contains 34947 members 
Mstep: Class 42 contains 5496 members 
Mstep: Class 43 contains 35939 members 
Mstep: Class 44 contains 2121 members 
Mstep: Class 45 contains 790 members 
Mstep: Class 46 contains 4462 members 
Mstep: Class 47 contains 14512 members 
Mstep: Class 48 contains 527 members 
Mstep: Class 49 contains 2068 members 
Mstep: Class 50 contains 109634 members 
Mstep: Class 51 contains 10498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88121424.000000 Penalty: 104041.984375
Iteration 120F: 52 clusters Score -8.812142e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 47053 members 
Mstep: Class 2 contains 12082 members 
Mstep: Class 3 contains 4997 members 
Mstep: Class 4 contains 11863 members 
Mstep: Class 5 contains 6767 members 
Mstep: Class 6 contains 21369 members 
Mstep: Class 7 contains 14004 members 
Mstep: Class 8 contains 8749 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 10860 members 
Mstep: Class 11 contains 16309 members 
Mstep: Class 12 contains 6417 members 
Mstep: Class 13 contains 44273 members 
Mstep: Class 14 contains 56816 members 
Mstep: Class 15 contains 3940 members 
Mstep: Class 16 contains 5786 members 
Mstep: Class 17 contains 39121 members 
Mstep: Class 18 contains 147 members 
Mstep: Class 19 contains 55255 members 
Mstep: Class 20 contains 5320 members 
Mstep: Class 21 contains 15154 members 
Mstep: Class 22 contains 3056 members 
Mstep: Class 23 contains 7216 members 
Mstep: Class 24 contains 16856 members 
Mstep: Class 25 contains 3140 members 
Mstep: Class 26 contains 17722 members 
Mstep: Class 27 contains 16164 members 
Mstep: Class 28 contains 10649 members 
Mstep: Class 29 contains 10152 members 
Mstep: Class 30 contains 7699 members 
Mstep: Class 31 contains 6446 members 
Mstep: Class 32 contains 11534 members 
Mstep: Class 33 contains 2519 members 
Mstep: Class 34 contains 9407 members 
Mstep: Class 35 contains 11166 members 
Mstep: Class 36 contains 17709 members 
Mstep: Class 37 contains 37792 members 
Mstep: Class 38 contains 5318 members 
Mstep: Class 39 contains 924 members 
Mstep: Class 40 contains 93825 members 
Mstep: Class 41 contains 34955 members 
Mstep: Class 42 contains 5534 members 
Mstep: Class 43 contains 35974 members 
Mstep: Class 44 contains 2122 members 
Mstep: Class 45 contains 790 members 
Mstep: Class 46 contains 4461 members 
Mstep: Class 47 contains 14534 members 
Mstep: Class 48 contains 526 members 
Mstep: Class 49 contains 2067 members 
Mstep: Class 50 contains 109646 members 
Mstep: Class 51 contains 10677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88121696.000000 Penalty: 104041.984375
Iteration 121Q: 52 clusters Score -8.81217e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 47028 members 
Mstep: Class 2 contains 12169 members 
Mstep: Class 3 contains 4996 members 
Mstep: Class 4 contains 11953 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 21372 members 
Mstep: Class 7 contains 14035 members 
Mstep: Class 8 contains 8743 members 
Mstep: Class 9 contains 2912 members 
Mstep: Class 10 contains 10861 members 
Mstep: Class 11 contains 16308 members 
Mstep: Class 12 contains 6390 members 
Mstep: Class 13 contains 44245 members 
Mstep: Class 14 contains 56858 members 
Mstep: Class 15 contains 3904 members 
Mstep: Class 16 contains 5779 members 
Mstep: Class 17 contains 39117 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 55102 members 
Mstep: Class 20 contains 5432 members 
Mstep: Class 21 contains 15157 members 
Mstep: Class 22 contains 3056 members 
Mstep: Class 23 contains 7227 members 
Mstep: Class 24 contains 16871 members 
Mstep: Class 25 contains 3139 members 
Mstep: Class 26 contains 17725 members 
Mstep: Class 27 contains 16166 members 
Mstep: Class 28 contains 10650 members 
Mstep: Class 29 contains 10160 members 
Mstep: Class 30 contains 7693 members 
Mstep: Class 31 contains 6444 members 
Mstep: Class 32 contains 11536 members 
Mstep: Class 33 contains 2520 members 
Mstep: Class 34 contains 9411 members 
Mstep: Class 35 contains 11117 members 
Mstep: Class 36 contains 17698 members 
Mstep: Class 37 contains 37781 members 
Mstep: Class 38 contains 5320 members 
Mstep: Class 39 contains 925 members 
Mstep: Class 40 contains 93660 members 
Mstep: Class 41 contains 34967 members 
Mstep: Class 42 contains 5575 members 
Mstep: Class 43 contains 36012 members 
Mstep: Class 44 contains 2123 members 
Mstep: Class 45 contains 790 members 
Mstep: Class 46 contains 4460 members 
Mstep: Class 47 contains 14555 members 
Mstep: Class 48 contains 524 members 
Mstep: Class 49 contains 2068 members 
Mstep: Class 50 contains 109607 members 
Mstep: Class 51 contains 10737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88121768.000000 Penalty: 104041.984375
Iteration 122Q: 52 clusters Score -8.812177e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 47007 members 
Mstep: Class 2 contains 12250 members 
Mstep: Class 3 contains 4999 members 
Mstep: Class 4 contains 12053 members 
Mstep: Class 5 contains 6760 members 
Mstep: Class 6 contains 21356 members 
Mstep: Class 7 contains 14067 members 
Mstep: Class 8 contains 8732 members 
Mstep: Class 9 contains 2912 members 
Mstep: Class 10 contains 10860 members 
Mstep: Class 11 contains 16308 members 
Mstep: Class 12 contains 6367 members 
Mstep: Class 13 contains 44220 members 
Mstep: Class 14 contains 56843 members 
Mstep: Class 15 contains 3891 members 
Mstep: Class 16 contains 5776 members 
Mstep: Class 17 contains 39114 members 
Mstep: Class 18 contains 132 members 
Mstep: Class 19 contains 54952 members 
Mstep: Class 20 contains 5535 members 
Mstep: Class 21 contains 15157 members 
Mstep: Class 22 contains 3056 members 
Mstep: Class 23 contains 7238 members 
Mstep: Class 24 contains 16859 members 
Mstep: Class 25 contains 3139 members 
Mstep: Class 26 contains 17727 members 
Mstep: Class 27 contains 16178 members 
Mstep: Class 28 contains 10655 members 
Mstep: Class 29 contains 10165 members 
Mstep: Class 30 contains 7689 members 
Mstep: Class 31 contains 6444 members 
Mstep: Class 32 contains 11539 members 
Mstep: Class 33 contains 2518 members 
Mstep: Class 34 contains 9415 members 
Mstep: Class 35 contains 11086 members 
Mstep: Class 36 contains 17684 members 
Mstep: Class 37 contains 37776 members 
Mstep: Class 38 contains 5326 members 
Mstep: Class 39 contains 924 members 
Mstep: Class 40 contains 93520 members 
Mstep: Class 41 contains 34984 members 
Mstep: Class 42 contains 5613 members 
Mstep: Class 43 contains 36056 members 
Mstep: Class 44 contains 2127 members 
Mstep: Class 45 contains 790 members 
Mstep: Class 46 contains 4460 members 
Mstep: Class 47 contains 14578 members 
Mstep: Class 48 contains 523 members 
Mstep: Class 49 contains 2067 members 
Mstep: Class 50 contains 109581 members 
Mstep: Class 51 contains 10766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88121840.000000 Penalty: 104041.984375
Iteration 123Q: 52 clusters Score -8.812184e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 46987 members 
Mstep: Class 2 contains 12313 members 
Mstep: Class 3 contains 5001 members 
Mstep: Class 4 contains 12168 members 
Mstep: Class 5 contains 6760 members 
Mstep: Class 6 contains 21353 members 
Mstep: Class 7 contains 14096 members 
Mstep: Class 8 contains 8722 members 
Mstep: Class 9 contains 2912 members 
Mstep: Class 10 contains 10861 members 
Mstep: Class 11 contains 16307 members 
Mstep: Class 12 contains 6346 members 
Mstep: Class 13 contains 44218 members 
Mstep: Class 14 contains 56798 members 
Mstep: Class 15 contains 3888 members 
Mstep: Class 16 contains 5780 members 
Mstep: Class 17 contains 39110 members 
Mstep: Class 18 contains 129 members 
Mstep: Class 19 contains 54813 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 15157 members 
Mstep: Class 22 contains 3056 members 
Mstep: Class 23 contains 7250 members 
Mstep: Class 24 contains 16850 members 
Mstep: Class 25 contains 3139 members 
Mstep: Class 26 contains 17730 members 
Mstep: Class 27 contains 16189 members 
Mstep: Class 28 contains 10649 members 
Mstep: Class 29 contains 10165 members 
Mstep: Class 30 contains 7678 members 
Mstep: Class 31 contains 6444 members 
Mstep: Class 32 contains 11540 members 
Mstep: Class 33 contains 2516 members 
Mstep: Class 34 contains 9412 members 
Mstep: Class 35 contains 11058 members 
Mstep: Class 36 contains 17682 members 
Mstep: Class 37 contains 37768 members 
Mstep: Class 38 contains 5333 members 
Mstep: Class 39 contains 923 members 
Mstep: Class 40 contains 93410 members 
Mstep: Class 41 contains 35031 members 
Mstep: Class 42 contains 5647 members 
Mstep: Class 43 contains 36092 members 
Mstep: Class 44 contains 2131 members 
Mstep: Class 45 contains 790 members 
Mstep: Class 46 contains 4460 members 
Mstep: Class 47 contains 14595 members 
Mstep: Class 48 contains 525 members 
Mstep: Class 49 contains 2067 members 
Mstep: Class 50 contains 109544 members 
Mstep: Class 51 contains 10781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88121808.000000 Penalty: 104041.984375
Iteration 124Q: 52 clusters Score -8.812181e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 46959 members 
Mstep: Class 2 contains 12370 members 
Mstep: Class 3 contains 5005 members 
Mstep: Class 4 contains 12272 members 
Mstep: Class 5 contains 6764 members 
Mstep: Class 6 contains 21347 members 
Mstep: Class 7 contains 14113 members 
Mstep: Class 8 contains 8712 members 
Mstep: Class 9 contains 2912 members 
Mstep: Class 10 contains 10860 members 
Mstep: Class 11 contains 16309 members 
Mstep: Class 12 contains 6318 members 
Mstep: Class 13 contains 44218 members 
Mstep: Class 14 contains 56754 members 
Mstep: Class 15 contains 3894 members 
Mstep: Class 16 contains 5781 members 
Mstep: Class 17 contains 39105 members 
Mstep: Class 18 contains 126 members 
Mstep: Class 19 contains 54682 members 
Mstep: Class 20 contains 5650 members 
Mstep: Class 21 contains 15156 members 
Mstep: Class 22 contains 3055 members 
Mstep: Class 23 contains 7262 members 
Mstep: Class 24 contains 16848 members 
Mstep: Class 25 contains 3138 members 
Mstep: Class 26 contains 17731 members 
Mstep: Class 27 contains 16207 members 
Mstep: Class 28 contains 10635 members 
Mstep: Class 29 contains 10165 members 
Mstep: Class 30 contains 7662 members 
Mstep: Class 31 contains 6444 members 
Mstep: Class 32 contains 11542 members 
Mstep: Class 33 contains 2514 members 
Mstep: Class 34 contains 9411 members 
Mstep: Class 35 contains 11041 members 
Mstep: Class 36 contains 17679 members 
Mstep: Class 37 contains 37763 members 
Mstep: Class 38 contains 5340 members 
Mstep: Class 39 contains 922 members 
Mstep: Class 40 contains 93306 members 
Mstep: Class 41 contains 35081 members 
Mstep: Class 42 contains 5684 members 
Mstep: Class 43 contains 36115 members 
Mstep: Class 44 contains 2133 members 
Mstep: Class 45 contains 791 members 
Mstep: Class 46 contains 4463 members 
Mstep: Class 47 contains 14605 members 
Mstep: Class 48 contains 525 members 
Mstep: Class 49 contains 2067 members 
Mstep: Class 50 contains 109549 members 
Mstep: Class 51 contains 10789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88121968.000000 Penalty: 104041.984375
Iteration 125Q: 52 clusters Score -8.812197e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 46930 members 
Mstep: Class 2 contains 12419 members 
Mstep: Class 3 contains 5007 members 
Mstep: Class 4 contains 12382 members 
Mstep: Class 5 contains 6776 members 
Mstep: Class 6 contains 21344 members 
Mstep: Class 7 contains 14126 members 
Mstep: Class 8 contains 8702 members 
Mstep: Class 9 contains 2912 members 
Mstep: Class 10 contains 10863 members 
Mstep: Class 11 contains 16310 members 
Mstep: Class 12 contains 6295 members 
Mstep: Class 13 contains 44223 members 
Mstep: Class 14 contains 56692 members 
Mstep: Class 15 contains 3905 members 
Mstep: Class 16 contains 5779 members 
Mstep: Class 17 contains 39102 members 
Mstep: Class 18 contains 126 members 
Mstep: Class 19 contains 54549 members 
Mstep: Class 20 contains 5683 members 
Mstep: Class 21 contains 15155 members 
Mstep: Class 22 contains 3055 members 
Mstep: Class 23 contains 7271 members 
Mstep: Class 24 contains 16852 members 
Mstep: Class 25 contains 3137 members 
Mstep: Class 26 contains 17732 members 
Mstep: Class 27 contains 16215 members 
Mstep: Class 28 contains 10631 members 
Mstep: Class 29 contains 10164 members 
Mstep: Class 30 contains 7651 members 
Mstep: Class 31 contains 6444 members 
Mstep: Class 32 contains 11542 members 
Mstep: Class 33 contains 2513 members 
Mstep: Class 34 contains 9407 members 
Mstep: Class 35 contains 11024 members 
Mstep: Class 36 contains 17679 members 
Mstep: Class 37 contains 37756 members 
Mstep: Class 38 contains 5341 members 
Mstep: Class 39 contains 921 members 
Mstep: Class 40 contains 93228 members 
Mstep: Class 41 contains 35128 members 
Mstep: Class 42 contains 5724 members 
Mstep: Class 43 contains 36154 members 
Mstep: Class 44 contains 2127 members 
Mstep: Class 45 contains 791 members 
Mstep: Class 46 contains 4466 members 
Mstep: Class 47 contains 14614 members 
Mstep: Class 48 contains 526 members 
Mstep: Class 49 contains 2066 members 
Mstep: Class 50 contains 109540 members 
Mstep: Class 51 contains 10795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88121952.000000 Penalty: 104041.984375
Iteration 126Q: 52 clusters Score -8.812195e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 46903 members 
Mstep: Class 2 contains 12458 members 
Mstep: Class 3 contains 5010 members 
Mstep: Class 4 contains 12494 members 
Mstep: Class 5 contains 6788 members 
Mstep: Class 6 contains 21333 members 
Mstep: Class 7 contains 14135 members 
Mstep: Class 8 contains 8698 members 
Mstep: Class 9 contains 2912 members 
Mstep: Class 10 contains 10863 members 
Mstep: Class 11 contains 16307 members 
Mstep: Class 12 contains 6283 members 
Mstep: Class 13 contains 44216 members 
Mstep: Class 14 contains 56638 members 
Mstep: Class 15 contains 3902 members 
Mstep: Class 16 contains 5779 members 
Mstep: Class 17 contains 39099 members 
Mstep: Class 18 contains 126 members 
Mstep: Class 19 contains 54443 members 
Mstep: Class 20 contains 5717 members 
Mstep: Class 21 contains 15155 members 
Mstep: Class 22 contains 3055 members 
Mstep: Class 23 contains 7285 members 
Mstep: Class 24 contains 16842 members 
Mstep: Class 25 contains 3133 members 
Mstep: Class 26 contains 17735 members 
Mstep: Class 27 contains 16223 members 
Mstep: Class 28 contains 10626 members 
Mstep: Class 29 contains 10166 members 
Mstep: Class 30 contains 7643 members 
Mstep: Class 31 contains 6444 members 
Mstep: Class 32 contains 11541 members 
Mstep: Class 33 contains 2513 members 
Mstep: Class 34 contains 9405 members 
Mstep: Class 35 contains 11014 members 
Mstep: Class 36 contains 17675 members 
Mstep: Class 37 contains 37757 members 
Mstep: Class 38 contains 5345 members 
Mstep: Class 39 contains 921 members 
Mstep: Class 40 contains 93169 members 
Mstep: Class 41 contains 35158 members 
Mstep: Class 42 contains 5751 members 
Mstep: Class 43 contains 36178 members 
Mstep: Class 44 contains 2127 members 
Mstep: Class 45 contains 791 members 
Mstep: Class 46 contains 4470 members 
Mstep: Class 47 contains 14623 members 
Mstep: Class 48 contains 526 members 
Mstep: Class 49 contains 2066 members 
Mstep: Class 50 contains 109529 members 
Mstep: Class 51 contains 10804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88122232.000000 Penalty: 104041.984375
Iteration 127Q: 52 clusters Score -8.812223e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 46878 members 
Mstep: Class 2 contains 12506 members 
Mstep: Class 3 contains 5014 members 
Mstep: Class 4 contains 12583 members 
Mstep: Class 5 contains 6797 members 
Mstep: Class 6 contains 21328 members 
Mstep: Class 7 contains 14143 members 
Mstep: Class 8 contains 8689 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 10862 members 
Mstep: Class 11 contains 16307 members 
Mstep: Class 12 contains 6274 members 
Mstep: Class 13 contains 44224 members 
Mstep: Class 14 contains 56604 members 
Mstep: Class 15 contains 3907 members 
Mstep: Class 16 contains 5778 members 
Mstep: Class 17 contains 39096 members 
Mstep: Class 18 contains 126 members 
Mstep: Class 19 contains 54361 members 
Mstep: Class 20 contains 5737 members 
Mstep: Class 21 contains 15152 members 
Mstep: Class 22 contains 3054 members 
Mstep: Class 23 contains 7300 members 
Mstep: Class 24 contains 16834 members 
Mstep: Class 25 contains 3132 members 
Mstep: Class 26 contains 17737 members 
Mstep: Class 27 contains 16235 members 
Mstep: Class 28 contains 10626 members 
Mstep: Class 29 contains 10166 members 
Mstep: Class 30 contains 7635 members 
Mstep: Class 31 contains 6444 members 
Mstep: Class 32 contains 11542 members 
Mstep: Class 33 contains 2510 members 
Mstep: Class 34 contains 9400 members 
Mstep: Class 35 contains 11008 members 
Mstep: Class 36 contains 17671 members 
Mstep: Class 37 contains 37752 members 
Mstep: Class 38 contains 5345 members 
Mstep: Class 39 contains 922 members 
Mstep: Class 40 contains 93104 members 
Mstep: Class 41 contains 35188 members 
Mstep: Class 42 contains 5768 members 
Mstep: Class 43 contains 36186 members 
Mstep: Class 44 contains 2123 members 
Mstep: Class 45 contains 791 members 
Mstep: Class 46 contains 4470 members 
Mstep: Class 47 contains 14628 members 
Mstep: Class 48 contains 526 members 
Mstep: Class 49 contains 2067 members 
Mstep: Class 50 contains 109525 members 
Mstep: Class 51 contains 10808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88122184.000000 Penalty: 104041.984375
Iteration 128Q: 52 clusters Score -8.812218e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 46851 members 
Mstep: Class 2 contains 12556 members 
Mstep: Class 3 contains 5013 members 
Mstep: Class 4 contains 12674 members 
Mstep: Class 5 contains 6802 members 
Mstep: Class 6 contains 21314 members 
Mstep: Class 7 contains 14152 members 
Mstep: Class 8 contains 8680 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 10860 members 
Mstep: Class 11 contains 16309 members 
Mstep: Class 12 contains 6264 members 
Mstep: Class 13 contains 44227 members 
Mstep: Class 14 contains 56570 members 
Mstep: Class 15 contains 3913 members 
Mstep: Class 16 contains 5780 members 
Mstep: Class 17 contains 39094 members 
Mstep: Class 18 contains 126 members 
Mstep: Class 19 contains 54272 members 
Mstep: Class 20 contains 5757 members 
Mstep: Class 21 contains 15150 members 
Mstep: Class 22 contains 3054 members 
Mstep: Class 23 contains 7311 members 
Mstep: Class 24 contains 16817 members 
Mstep: Class 25 contains 3130 members 
Mstep: Class 26 contains 17739 members 
Mstep: Class 27 contains 16247 members 
Mstep: Class 28 contains 10626 members 
Mstep: Class 29 contains 10168 members 
Mstep: Class 30 contains 7628 members 
Mstep: Class 31 contains 6445 members 
Mstep: Class 32 contains 11543 members 
Mstep: Class 33 contains 2507 members 
Mstep: Class 34 contains 9400 members 
Mstep: Class 35 contains 10995 members 
Mstep: Class 36 contains 17668 members 
Mstep: Class 37 contains 37758 members 
Mstep: Class 38 contains 5344 members 
Mstep: Class 39 contains 923 members 
Mstep: Class 40 contains 93055 members 
Mstep: Class 41 contains 35225 members 
Mstep: Class 42 contains 5787 members 
Mstep: Class 43 contains 36205 members 
Mstep: Class 44 contains 2121 members 
Mstep: Class 45 contains 791 members 
Mstep: Class 46 contains 4467 members 
Mstep: Class 47 contains 14637 members 
Mstep: Class 48 contains 526 members 
Mstep: Class 49 contains 2068 members 
Mstep: Class 50 contains 109505 members 
Mstep: Class 51 contains 10809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88122088.000000 Penalty: 104041.984375
Iteration 129Q: 52 clusters Score -8.812209e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 46839 members 
Mstep: Class 2 contains 12623 members 
Mstep: Class 3 contains 5010 members 
Mstep: Class 4 contains 12764 members 
Mstep: Class 5 contains 6809 members 
Mstep: Class 6 contains 21298 members 
Mstep: Class 7 contains 14163 members 
Mstep: Class 8 contains 8676 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 10863 members 
Mstep: Class 11 contains 16311 members 
Mstep: Class 12 contains 6254 members 
Mstep: Class 13 contains 44225 members 
Mstep: Class 14 contains 56518 members 
Mstep: Class 15 contains 3917 members 
Mstep: Class 16 contains 5781 members 
Mstep: Class 17 contains 39091 members 
Mstep: Class 18 contains 126 members 
Mstep: Class 19 contains 54169 members 
Mstep: Class 20 contains 5774 members 
Mstep: Class 21 contains 15146 members 
Mstep: Class 22 contains 3055 members 
Mstep: Class 23 contains 7315 members 
Mstep: Class 24 contains 16812 members 
Mstep: Class 25 contains 3129 members 
Mstep: Class 26 contains 17740 members 
Mstep: Class 27 contains 16253 members 
Mstep: Class 28 contains 10622 members 
Mstep: Class 29 contains 10171 members 
Mstep: Class 30 contains 7620 members 
Mstep: Class 31 contains 6445 members 
Mstep: Class 32 contains 11544 members 
Mstep: Class 33 contains 2508 members 
Mstep: Class 34 contains 9401 members 
Mstep: Class 35 contains 10979 members 
Mstep: Class 36 contains 17669 members 
Mstep: Class 37 contains 37762 members 
Mstep: Class 38 contains 5343 members 
Mstep: Class 39 contains 928 members 
Mstep: Class 40 contains 93007 members 
Mstep: Class 41 contains 35268 members 
Mstep: Class 42 contains 5800 members 
Mstep: Class 43 contains 36222 members 
Mstep: Class 44 contains 2120 members 
Mstep: Class 45 contains 791 members 
Mstep: Class 46 contains 4467 members 
Mstep: Class 47 contains 14640 members 
Mstep: Class 48 contains 526 members 
Mstep: Class 49 contains 2068 members 
Mstep: Class 50 contains 109492 members 
Mstep: Class 51 contains 10809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88122296.000000 Penalty: 104041.984375
Iteration 130Q: 52 clusters Score -8.81223e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 46822 members 
Mstep: Class 2 contains 12677 members 
Mstep: Class 3 contains 5001 members 
Mstep: Class 4 contains 12859 members 
Mstep: Class 5 contains 6816 members 
Mstep: Class 6 contains 21282 members 
Mstep: Class 7 contains 14163 members 
Mstep: Class 8 contains 8668 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 10863 members 
Mstep: Class 11 contains 16310 members 
Mstep: Class 12 contains 6252 members 
Mstep: Class 13 contains 44229 members 
Mstep: Class 14 contains 56449 members 
Mstep: Class 15 contains 3921 members 
Mstep: Class 16 contains 5781 members 
Mstep: Class 17 contains 39091 members 
Mstep: Class 18 contains 126 members 
Mstep: Class 19 contains 54086 members 
Mstep: Class 20 contains 5785 members 
Mstep: Class 21 contains 15144 members 
Mstep: Class 22 contains 3054 members 
Mstep: Class 23 contains 7326 members 
Mstep: Class 24 contains 16803 members 
Mstep: Class 25 contains 3130 members 
Mstep: Class 26 contains 17741 members 
Mstep: Class 27 contains 16271 members 
Mstep: Class 28 contains 10618 members 
Mstep: Class 29 contains 10171 members 
Mstep: Class 30 contains 7613 members 
Mstep: Class 31 contains 6445 members 
Mstep: Class 32 contains 11545 members 
Mstep: Class 33 contains 2510 members 
Mstep: Class 34 contains 9404 members 
Mstep: Class 35 contains 10967 members 
Mstep: Class 36 contains 17665 members 
Mstep: Class 37 contains 37767 members 
Mstep: Class 38 contains 5340 members 
Mstep: Class 39 contains 931 members 
Mstep: Class 40 contains 92980 members 
Mstep: Class 41 contains 35306 members 
Mstep: Class 42 contains 5809 members 
Mstep: Class 43 contains 36237 members 
Mstep: Class 44 contains 2121 members 
Mstep: Class 45 contains 790 members 
Mstep: Class 46 contains 4465 members 
Mstep: Class 47 contains 14645 members 
Mstep: Class 48 contains 525 members 
Mstep: Class 49 contains 2068 members 
Mstep: Class 50 contains 109479 members 
Mstep: Class 51 contains 10812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88122312.000000 Penalty: 104041.984375
Iteration 131Q: 52 clusters Score -8.812231e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 46808 members 
Mstep: Class 2 contains 12731 members 
Mstep: Class 3 contains 5000 members 
Mstep: Class 4 contains 12963 members 
Mstep: Class 5 contains 6820 members 
Mstep: Class 6 contains 21268 members 
Mstep: Class 7 contains 14169 members 
Mstep: Class 8 contains 8662 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 10861 members 
Mstep: Class 11 contains 16309 members 
Mstep: Class 12 contains 6239 members 
Mstep: Class 13 contains 44231 members 
Mstep: Class 14 contains 56375 members 
Mstep: Class 15 contains 3926 members 
Mstep: Class 16 contains 5783 members 
Mstep: Class 17 contains 39091 members 
Mstep: Class 18 contains 126 members 
Mstep: Class 19 contains 54005 members 
Mstep: Class 20 contains 5798 members 
Mstep: Class 21 contains 15145 members 
Mstep: Class 22 contains 3054 members 
Mstep: Class 23 contains 7331 members 
Mstep: Class 24 contains 16792 members 
Mstep: Class 25 contains 3131 members 
Mstep: Class 26 contains 17742 members 
Mstep: Class 27 contains 16284 members 
Mstep: Class 28 contains 10606 members 
Mstep: Class 29 contains 10171 members 
Mstep: Class 30 contains 7607 members 
Mstep: Class 31 contains 6445 members 
Mstep: Class 32 contains 11545 members 
Mstep: Class 33 contains 2510 members 
Mstep: Class 34 contains 9408 members 
Mstep: Class 35 contains 10957 members 
Mstep: Class 36 contains 17662 members 
Mstep: Class 37 contains 37770 members 
Mstep: Class 38 contains 5341 members 
Mstep: Class 39 contains 936 members 
Mstep: Class 40 contains 92951 members 
Mstep: Class 41 contains 35352 members 
Mstep: Class 42 contains 5821 members 
Mstep: Class 43 contains 36253 members 
Mstep: Class 44 contains 2116 members 
Mstep: Class 45 contains 790 members 
Mstep: Class 46 contains 4463 members 
Mstep: Class 47 contains 14652 members 
Mstep: Class 48 contains 525 members 
Mstep: Class 49 contains 2067 members 
Mstep: Class 50 contains 109457 members 
Mstep: Class 51 contains 10814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88122352.000000 Penalty: 104041.984375
Iteration 132Q: 52 clusters Score -8.812235e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 46793 members 
Mstep: Class 2 contains 12779 members 
Mstep: Class 3 contains 5007 members 
Mstep: Class 4 contains 13059 members 
Mstep: Class 5 contains 6819 members 
Mstep: Class 6 contains 21254 members 
Mstep: Class 7 contains 14173 members 
Mstep: Class 8 contains 8658 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 10860 members 
Mstep: Class 11 contains 16309 members 
Mstep: Class 12 contains 6236 members 
Mstep: Class 13 contains 44232 members 
Mstep: Class 14 contains 56300 members 
Mstep: Class 15 contains 3930 members 
Mstep: Class 16 contains 5789 members 
Mstep: Class 17 contains 39090 members 
Mstep: Class 18 contains 126 members 
Mstep: Class 19 contains 53910 members 
Mstep: Class 20 contains 5811 members 
Mstep: Class 21 contains 15145 members 
Mstep: Class 22 contains 3054 members 
Mstep: Class 23 contains 7340 members 
Mstep: Class 24 contains 16786 members 
Mstep: Class 25 contains 3130 members 
Mstep: Class 26 contains 17741 members 
Mstep: Class 27 contains 16296 members 
Mstep: Class 28 contains 10598 members 
Mstep: Class 29 contains 10171 members 
Mstep: Class 30 contains 7600 members 
Mstep: Class 31 contains 6445 members 
Mstep: Class 32 contains 11545 members 
Mstep: Class 33 contains 2509 members 
Mstep: Class 34 contains 9412 members 
Mstep: Class 35 contains 10949 members 
Mstep: Class 36 contains 17658 members 
Mstep: Class 37 contains 37770 members 
Mstep: Class 38 contains 5340 members 
Mstep: Class 39 contains 943 members 
Mstep: Class 40 contains 92927 members 
Mstep: Class 41 contains 35399 members 
Mstep: Class 42 contains 5832 members 
Mstep: Class 43 contains 36272 members 
Mstep: Class 44 contains 2108 members 
Mstep: Class 45 contains 790 members 
Mstep: Class 46 contains 4465 members 
Mstep: Class 47 contains 14653 members 
Mstep: Class 48 contains 526 members 
Mstep: Class 49 contains 2066 members 
Mstep: Class 50 contains 109444 members 
Mstep: Class 51 contains 10814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88122264.000000 Penalty: 104041.984375
Iteration 133Q: 52 clusters Score -8.812226e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 46776 members 
Mstep: Class 2 contains 12827 members 
Mstep: Class 3 contains 5009 members 
Mstep: Class 4 contains 13152 members 
Mstep: Class 5 contains 6816 members 
Mstep: Class 6 contains 21235 members 
Mstep: Class 7 contains 14174 members 
Mstep: Class 8 contains 8655 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 10862 members 
Mstep: Class 11 contains 16309 members 
Mstep: Class 12 contains 6228 members 
Mstep: Class 13 contains 44228 members 
Mstep: Class 14 contains 56251 members 
Mstep: Class 15 contains 3936 members 
Mstep: Class 16 contains 5795 members 
Mstep: Class 17 contains 39089 members 
Mstep: Class 18 contains 126 members 
Mstep: Class 19 contains 53847 members 
Mstep: Class 20 contains 5826 members 
Mstep: Class 21 contains 15143 members 
Mstep: Class 22 contains 3054 members 
Mstep: Class 23 contains 7345 members 
Mstep: Class 24 contains 16773 members 
Mstep: Class 25 contains 3130 members 
Mstep: Class 26 contains 17741 members 
Mstep: Class 27 contains 16298 members 
Mstep: Class 28 contains 10592 members 
Mstep: Class 29 contains 10171 members 
Mstep: Class 30 contains 7595 members 
Mstep: Class 31 contains 6445 members 
Mstep: Class 32 contains 11545 members 
Mstep: Class 33 contains 2510 members 
Mstep: Class 34 contains 9414 members 
Mstep: Class 35 contains 10936 members 
Mstep: Class 36 contains 17658 members 
Mstep: Class 37 contains 37771 members 
Mstep: Class 38 contains 5341 members 
Mstep: Class 39 contains 947 members 
Mstep: Class 40 contains 92897 members 
Mstep: Class 41 contains 35443 members 
Mstep: Class 42 contains 5844 members 
Mstep: Class 43 contains 36282 members 
Mstep: Class 44 contains 2105 members 
Mstep: Class 45 contains 790 members 
Mstep: Class 46 contains 4464 members 
Mstep: Class 47 contains 14657 members 
Mstep: Class 48 contains 526 members 
Mstep: Class 49 contains 2065 members 
Mstep: Class 50 contains 109424 members 
Mstep: Class 51 contains 10816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88122416.000000 Penalty: 104041.984375
Iteration 134Q: 52 clusters Score -8.812242e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 46767 members 
Mstep: Class 2 contains 12877 members 
Mstep: Class 3 contains 5010 members 
Mstep: Class 4 contains 13238 members 
Mstep: Class 5 contains 6806 members 
Mstep: Class 6 contains 21224 members 
Mstep: Class 7 contains 14177 members 
Mstep: Class 8 contains 8653 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 10867 members 
Mstep: Class 11 contains 16309 members 
Mstep: Class 12 contains 6220 members 
Mstep: Class 13 contains 44229 members 
Mstep: Class 14 contains 56191 members 
Mstep: Class 15 contains 3943 members 
Mstep: Class 16 contains 5799 members 
Mstep: Class 17 contains 39089 members 
Mstep: Class 18 contains 126 members 
Mstep: Class 19 contains 53782 members 
Mstep: Class 20 contains 5838 members 
Mstep: Class 21 contains 15142 members 
Mstep: Class 22 contains 3054 members 
Mstep: Class 23 contains 7350 members 
Mstep: Class 24 contains 16764 members 
Mstep: Class 25 contains 3130 members 
Mstep: Class 26 contains 17740 members 
Mstep: Class 27 contains 16302 members 
Mstep: Class 28 contains 10591 members 
Mstep: Class 29 contains 10173 members 
Mstep: Class 30 contains 7585 members 
Mstep: Class 31 contains 6445 members 
Mstep: Class 32 contains 11546 members 
Mstep: Class 33 contains 2511 members 
Mstep: Class 34 contains 9419 members 
Mstep: Class 35 contains 10921 members 
Mstep: Class 36 contains 17656 members 
Mstep: Class 37 contains 37767 members 
Mstep: Class 38 contains 5344 members 
Mstep: Class 39 contains 947 members 
Mstep: Class 40 contains 92862 members 
Mstep: Class 41 contains 35475 members 
Mstep: Class 42 contains 5854 members 
Mstep: Class 43 contains 36290 members 
Mstep: Class 44 contains 2104 members 
Mstep: Class 45 contains 790 members 
Mstep: Class 46 contains 4464 members 
Mstep: Class 47 contains 14665 members 
Mstep: Class 48 contains 526 members 
Mstep: Class 49 contains 2065 members 
Mstep: Class 50 contains 109416 members 
Mstep: Class 51 contains 10820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88122416.000000 Penalty: 104041.984375
Iteration 135Q: 52 clusters Score -8.812242e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 46751 members 
Mstep: Class 2 contains 12923 members 
Mstep: Class 3 contains 5012 members 
Mstep: Class 4 contains 13323 members 
Mstep: Class 5 contains 6802 members 
Mstep: Class 6 contains 21201 members 
Mstep: Class 7 contains 14179 members 
Mstep: Class 8 contains 8648 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 10870 members 
Mstep: Class 11 contains 16310 members 
Mstep: Class 12 contains 6212 members 
Mstep: Class 13 contains 44242 members 
Mstep: Class 14 contains 56144 members 
Mstep: Class 15 contains 3945 members 
Mstep: Class 16 contains 5803 members 
Mstep: Class 17 contains 39092 members 
Mstep: Class 18 contains 126 members 
Mstep: Class 19 contains 53719 members 
Mstep: Class 20 contains 5852 members 
Mstep: Class 21 contains 15142 members 
Mstep: Class 22 contains 3055 members 
Mstep: Class 23 contains 7357 members 
Mstep: Class 24 contains 16762 members 
Mstep: Class 25 contains 3130 members 
Mstep: Class 26 contains 17740 members 
Mstep: Class 27 contains 16304 members 
Mstep: Class 28 contains 10596 members 
Mstep: Class 29 contains 10174 members 
Mstep: Class 30 contains 7576 members 
Mstep: Class 31 contains 6445 members 
Mstep: Class 32 contains 11547 members 
Mstep: Class 33 contains 2511 members 
Mstep: Class 34 contains 9418 members 
Mstep: Class 35 contains 10909 members 
Mstep: Class 36 contains 17658 members 
Mstep: Class 37 contains 37767 members 
Mstep: Class 38 contains 5343 members 
Mstep: Class 39 contains 950 members 
Mstep: Class 40 contains 92811 members 
Mstep: Class 41 contains 35525 members 
Mstep: Class 42 contains 5862 members 
Mstep: Class 43 contains 36294 members 
Mstep: Class 44 contains 2099 members 
Mstep: Class 45 contains 790 members 
Mstep: Class 46 contains 4465 members 
Mstep: Class 47 contains 14669 members 
Mstep: Class 48 contains 526 members 
Mstep: Class 49 contains 2065 members 
Mstep: Class 50 contains 109395 members 
Mstep: Class 51 contains 10824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88122560.000000 Penalty: 104041.984375
Iteration 136Q: 52 clusters Score -8.812256e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 46734 members 
Mstep: Class 2 contains 12970 members 
Mstep: Class 3 contains 5015 members 
Mstep: Class 4 contains 13389 members 
Mstep: Class 5 contains 6811 members 
Mstep: Class 6 contains 21189 members 
Mstep: Class 7 contains 14182 members 
Mstep: Class 8 contains 8643 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 10872 members 
Mstep: Class 11 contains 16310 members 
Mstep: Class 12 contains 6206 members 
Mstep: Class 13 contains 44244 members 
Mstep: Class 14 contains 56101 members 
Mstep: Class 15 contains 3946 members 
Mstep: Class 16 contains 5808 members 
Mstep: Class 17 contains 39096 members 
Mstep: Class 18 contains 126 members 
Mstep: Class 19 contains 53661 members 
Mstep: Class 20 contains 5861 members 
Mstep: Class 21 contains 15141 members 
Mstep: Class 22 contains 3055 members 
Mstep: Class 23 contains 7372 members 
Mstep: Class 24 contains 16758 members 
Mstep: Class 25 contains 3130 members 
Mstep: Class 26 contains 17740 members 
Mstep: Class 27 contains 16306 members 
Mstep: Class 28 contains 10598 members 
Mstep: Class 29 contains 10174 members 
Mstep: Class 30 contains 7569 members 
Mstep: Class 31 contains 6445 members 
Mstep: Class 32 contains 11548 members 
Mstep: Class 33 contains 2511 members 
Mstep: Class 34 contains 9419 members 
Mstep: Class 35 contains 10903 members 
Mstep: Class 36 contains 17657 members 
Mstep: Class 37 contains 37769 members 
Mstep: Class 38 contains 5347 members 
Mstep: Class 39 contains 952 members 
Mstep: Class 40 contains 92769 members 
Mstep: Class 41 contains 35554 members 
Mstep: Class 42 contains 5870 members 
Mstep: Class 43 contains 36305 members 
Mstep: Class 44 contains 2099 members 
Mstep: Class 45 contains 790 members 
Mstep: Class 46 contains 4462 members 
Mstep: Class 47 contains 14673 members 
Mstep: Class 48 contains 526 members 
Mstep: Class 49 contains 2064 members 
Mstep: Class 50 contains 109365 members 
Mstep: Class 51 contains 10828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88122648.000000 Penalty: 104041.984375
Iteration 137Q: 52 clusters Score -8.812265e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 46722 members 
Mstep: Class 2 contains 13010 members 
Mstep: Class 3 contains 5017 members 
Mstep: Class 4 contains 13465 members 
Mstep: Class 5 contains 6808 members 
Mstep: Class 6 contains 21176 members 
Mstep: Class 7 contains 14188 members 
Mstep: Class 8 contains 8641 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 10873 members 
Mstep: Class 11 contains 16310 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 44242 members 
Mstep: Class 14 contains 56042 members 
Mstep: Class 15 contains 3949 members 
Mstep: Class 16 contains 5812 members 
Mstep: Class 17 contains 39097 members 
Mstep: Class 18 contains 126 members 
Mstep: Class 19 contains 53601 members 
Mstep: Class 20 contains 5866 members 
Mstep: Class 21 contains 15142 members 
Mstep: Class 22 contains 3055 members 
Mstep: Class 23 contains 7380 members 
Mstep: Class 24 contains 16755 members 
Mstep: Class 25 contains 3131 members 
Mstep: Class 26 contains 17739 members 
Mstep: Class 27 contains 16313 members 
Mstep: Class 28 contains 10599 members 
Mstep: Class 29 contains 10174 members 
Mstep: Class 30 contains 7565 members 
Mstep: Class 31 contains 6445 members 
Mstep: Class 32 contains 11550 members 
Mstep: Class 33 contains 2511 members 
Mstep: Class 34 contains 9418 members 
Mstep: Class 35 contains 10894 members 
Mstep: Class 36 contains 17655 members 
Mstep: Class 37 contains 37773 members 
Mstep: Class 38 contains 5351 members 
Mstep: Class 39 contains 952 members 
Mstep: Class 40 contains 92737 members 
Mstep: Class 41 contains 35587 members 
Mstep: Class 42 contains 5875 members 
Mstep: Class 43 contains 36321 members 
Mstep: Class 44 contains 2098 members 
Mstep: Class 45 contains 790 members 
Mstep: Class 46 contains 4461 members 
Mstep: Class 47 contains 14671 members 
Mstep: Class 48 contains 526 members 
Mstep: Class 49 contains 2064 members 
Mstep: Class 50 contains 109352 members 
Mstep: Class 51 contains 10831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88122560.000000 Penalty: 104041.984375
Iteration 138Q: 52 clusters Score -8.812256e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 46714 members 
Mstep: Class 2 contains 13037 members 
Mstep: Class 3 contains 5020 members 
Mstep: Class 4 contains 13535 members 
Mstep: Class 5 contains 6811 members 
Mstep: Class 6 contains 21165 members 
Mstep: Class 7 contains 14192 members 
Mstep: Class 8 contains 8639 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 10875 members 
Mstep: Class 11 contains 16310 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 44241 members 
Mstep: Class 14 contains 55981 members 
Mstep: Class 15 contains 3953 members 
Mstep: Class 16 contains 5812 members 
Mstep: Class 17 contains 39096 members 
Mstep: Class 18 contains 126 members 
Mstep: Class 19 contains 53541 members 
Mstep: Class 20 contains 5872 members 
Mstep: Class 21 contains 15143 members 
Mstep: Class 22 contains 3055 members 
Mstep: Class 23 contains 7387 members 
Mstep: Class 24 contains 16750 members 
Mstep: Class 25 contains 3130 members 
Mstep: Class 26 contains 17739 members 
Mstep: Class 27 contains 16317 members 
Mstep: Class 28 contains 10601 members 
Mstep: Class 29 contains 10174 members 
Mstep: Class 30 contains 7563 members 
Mstep: Class 31 contains 6445 members 
Mstep: Class 32 contains 11551 members 
Mstep: Class 33 contains 2509 members 
Mstep: Class 34 contains 9422 members 
Mstep: Class 35 contains 10886 members 
Mstep: Class 36 contains 17652 members 
Mstep: Class 37 contains 37777 members 
Mstep: Class 38 contains 5352 members 
Mstep: Class 39 contains 952 members 
Mstep: Class 40 contains 92715 members 
Mstep: Class 41 contains 35614 members 
Mstep: Class 42 contains 5887 members 
Mstep: Class 43 contains 36334 members 
Mstep: Class 44 contains 2097 members 
Mstep: Class 45 contains 790 members 
Mstep: Class 46 contains 4462 members 
Mstep: Class 47 contains 14673 members 
Mstep: Class 48 contains 526 members 
Mstep: Class 49 contains 2064 members 
Mstep: Class 50 contains 109340 members 
Mstep: Class 51 contains 10833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88122736.000000 Penalty: 104041.984375
Iteration 139Q: 52 clusters Score -8.812274e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 46704 members 
Mstep: Class 2 contains 13073 members 
Mstep: Class 3 contains 5023 members 
Mstep: Class 4 contains 13600 members 
Mstep: Class 5 contains 6809 members 
Mstep: Class 6 contains 21156 members 
Mstep: Class 7 contains 14193 members 
Mstep: Class 8 contains 8636 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 10874 members 
Mstep: Class 11 contains 16310 members 
Mstep: Class 12 contains 6202 members 
Mstep: Class 13 contains 44246 members 
Mstep: Class 14 contains 55929 members 
Mstep: Class 15 contains 3953 members 
Mstep: Class 16 contains 5813 members 
Mstep: Class 17 contains 39096 members 
Mstep: Class 18 contains 126 members 
Mstep: Class 19 contains 53486 members 
Mstep: Class 20 contains 5877 members 
Mstep: Class 21 contains 15143 members 
Mstep: Class 22 contains 3055 members 
Mstep: Class 23 contains 7395 members 
Mstep: Class 24 contains 16743 members 
Mstep: Class 25 contains 3130 members 
Mstep: Class 26 contains 17739 members 
Mstep: Class 27 contains 16320 members 
Mstep: Class 28 contains 10598 members 
Mstep: Class 29 contains 10174 members 
Mstep: Class 30 contains 7561 members 
Mstep: Class 31 contains 6445 members 
Mstep: Class 32 contains 11551 members 
Mstep: Class 33 contains 2509 members 
Mstep: Class 34 contains 9423 members 
Mstep: Class 35 contains 10879 members 
Mstep: Class 36 contains 17652 members 
Mstep: Class 37 contains 37777 members 
Mstep: Class 38 contains 5354 members 
Mstep: Class 39 contains 952 members 
Mstep: Class 40 contains 92697 members 
Mstep: Class 41 contains 35643 members 
Mstep: Class 42 contains 5895 members 
Mstep: Class 43 contains 36346 members 
Mstep: Class 44 contains 2097 members 
Mstep: Class 45 contains 790 members 
Mstep: Class 46 contains 4462 members 
Mstep: Class 47 contains 14676 members 
Mstep: Class 48 contains 526 members 
Mstep: Class 49 contains 2064 members 
Mstep: Class 50 contains 109327 members 
Mstep: Class 51 contains 10834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88122744.000000 Penalty: 104041.984375
Iteration 140F: 52 clusters Score -8.812274e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 46694 members 
Mstep: Class 2 contains 13105 members 
Mstep: Class 3 contains 5024 members 
Mstep: Class 4 contains 13667 members 
Mstep: Class 5 contains 6808 members 
Mstep: Class 6 contains 21149 members 
Mstep: Class 7 contains 14195 members 
Mstep: Class 8 contains 8633 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 10872 members 
Mstep: Class 11 contains 16310 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 44249 members 
Mstep: Class 14 contains 55881 members 
Mstep: Class 15 contains 3953 members 
Mstep: Class 16 contains 5814 members 
Mstep: Class 17 contains 39098 members 
Mstep: Class 18 contains 128 members 
Mstep: Class 19 contains 53434 members 
Mstep: Class 20 contains 5882 members 
Mstep: Class 21 contains 15142 members 
Mstep: Class 22 contains 3055 members 
Mstep: Class 23 contains 7399 members 
Mstep: Class 24 contains 16742 members 
Mstep: Class 25 contains 3130 members 
Mstep: Class 26 contains 17738 members 
Mstep: Class 27 contains 16319 members 
Mstep: Class 28 contains 10599 members 
Mstep: Class 29 contains 10174 members 
Mstep: Class 30 contains 7557 members 
Mstep: Class 31 contains 6445 members 
Mstep: Class 32 contains 11551 members 
Mstep: Class 33 contains 2510 members 
Mstep: Class 34 contains 9424 members 
Mstep: Class 35 contains 10873 members 
Mstep: Class 36 contains 17651 members 
Mstep: Class 37 contains 37779 members 
Mstep: Class 38 contains 5358 members 
Mstep: Class 39 contains 952 members 
Mstep: Class 40 contains 92672 members 
Mstep: Class 41 contains 35665 members 
Mstep: Class 42 contains 5899 members 
Mstep: Class 43 contains 36360 members 
Mstep: Class 44 contains 2095 members 
Mstep: Class 45 contains 790 members 
Mstep: Class 46 contains 4463 members 
Mstep: Class 47 contains 14678 members 
Mstep: Class 48 contains 526 members 
Mstep: Class 49 contains 2064 members 
Mstep: Class 50 contains 109320 members 
Mstep: Class 51 contains 10836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88122768.000000 Penalty: 104041.984375
Iteration 141Q: 52 clusters Score -8.812277e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 46684 members 
Mstep: Class 2 contains 13132 members 
Mstep: Class 3 contains 5025 members 
Mstep: Class 4 contains 13745 members 
Mstep: Class 5 contains 6809 members 
Mstep: Class 6 contains 21147 members 
Mstep: Class 7 contains 14192 members 
Mstep: Class 8 contains 8629 members 
Mstep: Class 9 contains 2910 members 
Mstep: Class 10 contains 10872 members 
Mstep: Class 11 contains 16310 members 
Mstep: Class 12 contains 6199 members 
Mstep: Class 13 contains 44239 members 
Mstep: Class 14 contains 55820 members 
Mstep: Class 15 contains 3954 members 
Mstep: Class 16 contains 5816 members 
Mstep: Class 17 contains 39096 members 
Mstep: Class 18 contains 123 members 
Mstep: Class 19 contains 53386 members 
Mstep: Class 20 contains 5893 members 
Mstep: Class 21 contains 15143 members 
Mstep: Class 22 contains 3055 members 
Mstep: Class 23 contains 7404 members 
Mstep: Class 24 contains 16741 members 
Mstep: Class 25 contains 3130 members 
Mstep: Class 26 contains 17738 members 
Mstep: Class 27 contains 16321 members 
Mstep: Class 28 contains 10600 members 
Mstep: Class 29 contains 10174 members 
Mstep: Class 30 contains 7557 members 
Mstep: Class 31 contains 6445 members 
Mstep: Class 32 contains 11551 members 
Mstep: Class 33 contains 2509 members 
Mstep: Class 34 contains 9425 members 
Mstep: Class 35 contains 10871 members 
Mstep: Class 36 contains 17651 members 
Mstep: Class 37 contains 37778 members 
Mstep: Class 38 contains 5361 members 
Mstep: Class 39 contains 952 members 
Mstep: Class 40 contains 92652 members 
Mstep: Class 41 contains 35695 members 
Mstep: Class 42 contains 5906 members 
Mstep: Class 43 contains 36381 members 
Mstep: Class 44 contains 2097 members 
Mstep: Class 45 contains 790 members 
Mstep: Class 46 contains 4464 members 
Mstep: Class 47 contains 14677 members 
Mstep: Class 48 contains 526 members 
Mstep: Class 49 contains 2063 members 
Mstep: Class 50 contains 109301 members 
Mstep: Class 51 contains 10837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88122688.000000 Penalty: 104041.984375
Iteration 142Q: 52 clusters Score -8.812269e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 46673 members 
Mstep: Class 2 contains 13152 members 
Mstep: Class 3 contains 5024 members 
Mstep: Class 4 contains 13837 members 
Mstep: Class 5 contains 6811 members 
Mstep: Class 6 contains 21142 members 
Mstep: Class 7 contains 14192 members 
Mstep: Class 8 contains 8624 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 10873 members 
Mstep: Class 11 contains 16310 members 
Mstep: Class 12 contains 6200 members 
Mstep: Class 13 contains 44231 members 
Mstep: Class 14 contains 55743 members 
Mstep: Class 15 contains 3956 members 
Mstep: Class 16 contains 5816 members 
Mstep: Class 17 contains 39097 members 
Mstep: Class 18 contains 121 members 
Mstep: Class 19 contains 53347 members 
Mstep: Class 20 contains 5902 members 
Mstep: Class 21 contains 15143 members 
Mstep: Class 22 contains 3053 members 
Mstep: Class 23 contains 7410 members 
Mstep: Class 24 contains 16737 members 
Mstep: Class 25 contains 3130 members 
Mstep: Class 26 contains 17738 members 
Mstep: Class 27 contains 16324 members 
Mstep: Class 28 contains 10602 members 
Mstep: Class 29 contains 10174 members 
Mstep: Class 30 contains 7557 members 
Mstep: Class 31 contains 6445 members 
Mstep: Class 32 contains 11551 members 
Mstep: Class 33 contains 2509 members 
Mstep: Class 34 contains 9432 membe